From 9bfa04111cf7c5278acbad73e201867125dcc2bc Mon Sep 17 00:00:00 2001 From: ruvnet Date: Sat, 30 May 2026 19:11:40 -0400 Subject: [PATCH] fix(ruvector): ONNX embedder API contract + cosine-safe worker pool (#523) MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Resolves the four API-contract defects in the bundled ONNX embedder plus a latent packaging bug, adds a zero-dependency worker pool for batch throughput, and proves quantization is backend-blocked. #523 fixes: - isOnnxAvailable() documented as capability-only; add isOnnxInitialized() post-init gate (distinct from WASM-core isInitialized to avoid barrel clash) - AdaptiveEmbedder.isReady() returns a real boolean (was undefined) - remove misleading 'Using FP16 quantized model' log + dead modelUrl in onnx-optimized.ts (loader never applied it) - ModelLoader: in-memory memo + on-disk cache (~/.ruvector/models) so the model is not re-downloaded per process (Node has no Cache API) Packaging: build now copies the whole src/core/onnx/ dir into dist/ (loader.js was being dropped, shipping a broken embedder); add {"type":"module"} marker to silence MODULE_TYPELESS_PACKAGE_JSON; remove 90 stale tracked compile artifacts under src/core/. Throughput: self-contained worker_threads pool (bundled-parallel.mjs + embed-worker.mjs) over the bundled WASM, SharedArrayBuffer model bytes, batch sharding — 12-14x at min cosine = 1.000000 (bit-identical, zero quality drift). Memory-bandwidth bound at ~73 eps; quantization (the only further lever) fails on tract-onnx 0.21 (FP16/INT8 'AddDims' optimize error) — documented blocked. Tests: 6 contract + 2 pool regression tests (tests/), full suite 69+2 green. CI: merge guards into ruvector-npm-ci.yml (run tests/, tarball onnx/stale-artifact assertions); add ruvector-publish.yml with version-clobber guard. Docs: ADR-194 (decisions), ADR-195 (unification plan). Co-Authored-By: claude-flow --- .github/workflows/ruvector-npm-ci.yml | 662 ++++++++++ .github/workflows/ruvector-publish.yml | 79 ++ ...vector-onnx-embedder-api-and-throughput.md | 132 ++ ...-195-ruvector-embedder-unification-plan.md | 122 ++ npm/packages/ruvector/package.json | 4 +- npm/packages/ruvector/ruvector-0.1.1.tgz | Bin 12133 -> 0 bytes npm/packages/ruvector/ruvector-0.2.26.tgz | Bin 0 -> 3176109 bytes .../scripts/bench/baseline-embeddings.json | 1 + .../scripts/bench/onnx-bench-results.json | 118 ++ .../ruvector/scripts/bench/onnx-bench.mjs | 97 ++ .../ruvector/scripts/bench/pool-test.mjs | 66 + .../ruvector/src/core/adaptive-embedder.d.ts | 156 --- .../src/core/adaptive-embedder.d.ts.map | 1 - .../ruvector/src/core/adaptive-embedder.js | 838 ------------- .../src/core/adaptive-embedder.js.map | 1 - .../ruvector/src/core/adaptive-embedder.ts | 12 + .../ruvector/src/core/agentdb-fast.d.ts | 149 --- .../ruvector/src/core/agentdb-fast.d.ts.map | 1 - .../ruvector/src/core/agentdb-fast.js | 302 ----- .../ruvector/src/core/agentdb-fast.js.map | 1 - .../ruvector/src/core/ast-parser.d.ts | 108 -- .../ruvector/src/core/ast-parser.d.ts.map | 1 - npm/packages/ruvector/src/core/ast-parser.js | 603 --------- .../ruvector/src/core/ast-parser.js.map | 1 - .../src/core/attention-fallbacks.d.ts | 321 ----- .../src/core/attention-fallbacks.d.ts.map | 1 - .../ruvector/src/core/attention-fallbacks.js | 553 --------- .../src/core/attention-fallbacks.js.map | 1 - .../ruvector/src/core/cluster-wrapper.d.ts | 148 --- .../src/core/cluster-wrapper.d.ts.map | 1 - .../ruvector/src/core/cluster-wrapper.js | 272 ---- .../ruvector/src/core/cluster-wrapper.js.map | 1 - .../ruvector/src/core/coverage-router.d.ts | 88 -- .../src/core/coverage-router.d.ts.map | 1 - .../ruvector/src/core/coverage-router.js | 316 ----- .../ruvector/src/core/coverage-router.js.map | 1 - .../ruvector/src/core/diff-embeddings.d.ts | 93 -- .../src/core/diff-embeddings.d.ts.map | 1 - .../ruvector/src/core/diff-embeddings.js | 335 ----- .../ruvector/src/core/diff-embeddings.js.map | 1 - .../ruvector/src/core/gnn-wrapper.d.ts | 143 --- .../ruvector/src/core/gnn-wrapper.d.ts.map | 1 - npm/packages/ruvector/src/core/gnn-wrapper.js | 214 ---- .../ruvector/src/core/gnn-wrapper.js.map | 1 - .../ruvector/src/core/graph-algorithms.d.ts | 83 -- .../src/core/graph-algorithms.d.ts.map | 1 - .../ruvector/src/core/graph-algorithms.js | 515 -------- .../ruvector/src/core/graph-algorithms.js.map | 1 - .../ruvector/src/core/graph-wrapper.d.ts | 147 --- .../ruvector/src/core/graph-wrapper.d.ts.map | 1 - .../ruvector/src/core/graph-wrapper.js | 300 ----- .../ruvector/src/core/graph-wrapper.js.map | 1 - npm/packages/ruvector/src/core/index.d.ts.map | 1 - npm/packages/ruvector/src/core/index.js.map | 1 - .../src/core/intelligence-engine.d.ts | 258 ---- .../src/core/intelligence-engine.d.ts.map | 1 - .../ruvector/src/core/intelligence-engine.js | 1030 ---------------- .../src/core/intelligence-engine.js.map | 1 - .../ruvector/src/core/learning-engine.d.ts | 160 --- .../src/core/learning-engine.d.ts.map | 1 - .../ruvector/src/core/learning-engine.js | 590 --------- .../ruvector/src/core/learning-engine.js.map | 1 - .../ruvector/src/core/neural-embeddings.d.ts | 393 ------ .../src/core/neural-embeddings.d.ts.map | 1 - .../ruvector/src/core/neural-embeddings.js | 1092 ----------------- .../src/core/neural-embeddings.js.map | 1 - .../ruvector/src/core/neural-perf.d.ts | 331 ----- .../ruvector/src/core/neural-perf.d.ts.map | 1 - npm/packages/ruvector/src/core/neural-perf.js | 705 ----------- .../ruvector/src/core/neural-perf.js.map | 1 - .../ruvector/src/core/onnx-embedder.d.ts | 105 -- .../ruvector/src/core/onnx-embedder.d.ts.map | 1 - .../ruvector/src/core/onnx-embedder.js | 411 ------- .../ruvector/src/core/onnx-embedder.js.map | 1 - .../ruvector/src/core/onnx-embedder.ts | 130 +- .../ruvector/src/core/onnx-optimized.d.ts | 109 -- .../ruvector/src/core/onnx-optimized.d.ts.map | 1 - .../ruvector/src/core/onnx-optimized.js | 420 ------- .../ruvector/src/core/onnx-optimized.js.map | 1 - .../ruvector/src/core/onnx-optimized.ts | 27 +- .../src/core/onnx/bundled-parallel.mjs | 164 +++ .../ruvector/src/core/onnx/embed-worker.mjs | 67 + npm/packages/ruvector/src/core/onnx/loader.js | 88 +- .../ruvector/src/core/onnx/package.json | 3 + .../src/core/parallel-intelligence.d.ts | 109 -- .../src/core/parallel-intelligence.d.ts.map | 1 - .../src/core/parallel-intelligence.js | 341 ----- .../src/core/parallel-intelligence.js.map | 1 - .../ruvector/src/core/parallel-workers.d.ts | 177 --- .../src/core/parallel-workers.d.ts.map | 1 - .../ruvector/src/core/parallel-workers.js | 782 ------------ .../ruvector/src/core/parallel-workers.js.map | 1 - .../ruvector/src/core/router-wrapper.d.ts | 75 -- .../ruvector/src/core/router-wrapper.d.ts.map | 1 - .../ruvector/src/core/router-wrapper.js | 244 ---- .../ruvector/src/core/router-wrapper.js.map | 1 - .../ruvector/src/core/rvf-wrapper.d.ts | 86 -- .../ruvector/src/core/rvf-wrapper.d.ts.map | 1 - npm/packages/ruvector/src/core/rvf-wrapper.js | 103 -- .../ruvector/src/core/rvf-wrapper.js.map | 1 - .../ruvector/src/core/sona-wrapper.d.ts | 215 ---- .../ruvector/src/core/sona-wrapper.d.ts.map | 1 - .../ruvector/src/core/sona-wrapper.js | 283 ----- .../ruvector/src/core/sona-wrapper.js.map | 1 - .../ruvector/src/core/tensor-compress.d.ts | 134 -- .../src/core/tensor-compress.d.ts.map | 1 - .../ruvector/src/core/tensor-compress.js | 433 ------- .../ruvector/src/core/tensor-compress.js.map | 1 - .../ruvector/tests/onnx-api-contract.test.mjs | 126 ++ .../ruvector/tests/onnx-pool.test.mjs | 67 + 110 files changed, 1933 insertions(+), 14348 deletions(-) create mode 100644 .github/workflows/ruvector-npm-ci.yml create mode 100644 .github/workflows/ruvector-publish.yml create mode 100644 docs/adr/ADR-194-ruvector-onnx-embedder-api-and-throughput.md create mode 100644 docs/adr/ADR-195-ruvector-embedder-unification-plan.md delete mode 100644 npm/packages/ruvector/ruvector-0.1.1.tgz create mode 100644 npm/packages/ruvector/ruvector-0.2.26.tgz create mode 100644 npm/packages/ruvector/scripts/bench/baseline-embeddings.json create mode 100644 npm/packages/ruvector/scripts/bench/onnx-bench-results.json create mode 100644 npm/packages/ruvector/scripts/bench/onnx-bench.mjs create mode 100644 npm/packages/ruvector/scripts/bench/pool-test.mjs delete mode 100644 npm/packages/ruvector/src/core/adaptive-embedder.d.ts delete mode 100644 npm/packages/ruvector/src/core/adaptive-embedder.d.ts.map delete mode 100644 npm/packages/ruvector/src/core/adaptive-embedder.js delete mode 100644 npm/packages/ruvector/src/core/adaptive-embedder.js.map delete mode 100644 npm/packages/ruvector/src/core/agentdb-fast.d.ts delete mode 100644 npm/packages/ruvector/src/core/agentdb-fast.d.ts.map delete mode 100644 npm/packages/ruvector/src/core/agentdb-fast.js delete mode 100644 npm/packages/ruvector/src/core/agentdb-fast.js.map delete mode 100644 npm/packages/ruvector/src/core/ast-parser.d.ts delete mode 100644 npm/packages/ruvector/src/core/ast-parser.d.ts.map delete mode 100644 npm/packages/ruvector/src/core/ast-parser.js delete mode 100644 npm/packages/ruvector/src/core/ast-parser.js.map delete mode 100644 npm/packages/ruvector/src/core/attention-fallbacks.d.ts delete mode 100644 npm/packages/ruvector/src/core/attention-fallbacks.d.ts.map delete mode 100644 npm/packages/ruvector/src/core/attention-fallbacks.js delete mode 100644 npm/packages/ruvector/src/core/attention-fallbacks.js.map delete mode 100644 npm/packages/ruvector/src/core/cluster-wrapper.d.ts delete mode 100644 npm/packages/ruvector/src/core/cluster-wrapper.d.ts.map delete mode 100644 npm/packages/ruvector/src/core/cluster-wrapper.js delete mode 100644 npm/packages/ruvector/src/core/cluster-wrapper.js.map delete mode 100644 npm/packages/ruvector/src/core/coverage-router.d.ts delete mode 100644 npm/packages/ruvector/src/core/coverage-router.d.ts.map delete mode 100644 npm/packages/ruvector/src/core/coverage-router.js delete mode 100644 npm/packages/ruvector/src/core/coverage-router.js.map delete mode 100644 npm/packages/ruvector/src/core/diff-embeddings.d.ts delete mode 100644 npm/packages/ruvector/src/core/diff-embeddings.d.ts.map delete mode 100644 npm/packages/ruvector/src/core/diff-embeddings.js delete mode 100644 npm/packages/ruvector/src/core/diff-embeddings.js.map delete mode 100644 npm/packages/ruvector/src/core/gnn-wrapper.d.ts delete mode 100644 npm/packages/ruvector/src/core/gnn-wrapper.d.ts.map delete mode 100644 npm/packages/ruvector/src/core/gnn-wrapper.js delete mode 100644 npm/packages/ruvector/src/core/gnn-wrapper.js.map delete mode 100644 npm/packages/ruvector/src/core/graph-algorithms.d.ts delete mode 100644 npm/packages/ruvector/src/core/graph-algorithms.d.ts.map delete mode 100644 npm/packages/ruvector/src/core/graph-algorithms.js delete mode 100644 npm/packages/ruvector/src/core/graph-algorithms.js.map delete mode 100644 npm/packages/ruvector/src/core/graph-wrapper.d.ts delete mode 100644 npm/packages/ruvector/src/core/graph-wrapper.d.ts.map delete mode 100644 npm/packages/ruvector/src/core/graph-wrapper.js delete mode 100644 npm/packages/ruvector/src/core/graph-wrapper.js.map delete mode 100644 npm/packages/ruvector/src/core/index.d.ts.map delete mode 100644 npm/packages/ruvector/src/core/index.js.map delete mode 100644 npm/packages/ruvector/src/core/intelligence-engine.d.ts delete mode 100644 npm/packages/ruvector/src/core/intelligence-engine.d.ts.map delete mode 100644 npm/packages/ruvector/src/core/intelligence-engine.js delete mode 100644 npm/packages/ruvector/src/core/intelligence-engine.js.map delete mode 100644 npm/packages/ruvector/src/core/learning-engine.d.ts delete mode 100644 npm/packages/ruvector/src/core/learning-engine.d.ts.map delete mode 100644 npm/packages/ruvector/src/core/learning-engine.js delete mode 100644 npm/packages/ruvector/src/core/learning-engine.js.map delete mode 100644 npm/packages/ruvector/src/core/neural-embeddings.d.ts delete mode 100644 npm/packages/ruvector/src/core/neural-embeddings.d.ts.map delete mode 100644 npm/packages/ruvector/src/core/neural-embeddings.js delete mode 100644 npm/packages/ruvector/src/core/neural-embeddings.js.map delete mode 100644 npm/packages/ruvector/src/core/neural-perf.d.ts delete mode 100644 npm/packages/ruvector/src/core/neural-perf.d.ts.map delete mode 100644 npm/packages/ruvector/src/core/neural-perf.js delete mode 100644 npm/packages/ruvector/src/core/neural-perf.js.map delete mode 100644 npm/packages/ruvector/src/core/onnx-embedder.d.ts delete mode 100644 npm/packages/ruvector/src/core/onnx-embedder.d.ts.map delete mode 100644 npm/packages/ruvector/src/core/onnx-embedder.js delete mode 100644 npm/packages/ruvector/src/core/onnx-embedder.js.map delete mode 100644 npm/packages/ruvector/src/core/onnx-optimized.d.ts delete mode 100644 npm/packages/ruvector/src/core/onnx-optimized.d.ts.map delete mode 100644 npm/packages/ruvector/src/core/onnx-optimized.js delete mode 100644 npm/packages/ruvector/src/core/onnx-optimized.js.map create mode 100644 npm/packages/ruvector/src/core/onnx/bundled-parallel.mjs create mode 100644 npm/packages/ruvector/src/core/onnx/embed-worker.mjs create mode 100644 npm/packages/ruvector/src/core/onnx/package.json delete mode 100644 npm/packages/ruvector/src/core/parallel-intelligence.d.ts delete mode 100644 npm/packages/ruvector/src/core/parallel-intelligence.d.ts.map delete mode 100644 npm/packages/ruvector/src/core/parallel-intelligence.js delete mode 100644 npm/packages/ruvector/src/core/parallel-intelligence.js.map delete mode 100644 npm/packages/ruvector/src/core/parallel-workers.d.ts delete mode 100644 npm/packages/ruvector/src/core/parallel-workers.d.ts.map delete mode 100644 npm/packages/ruvector/src/core/parallel-workers.js delete mode 100644 npm/packages/ruvector/src/core/parallel-workers.js.map delete mode 100644 npm/packages/ruvector/src/core/router-wrapper.d.ts delete mode 100644 npm/packages/ruvector/src/core/router-wrapper.d.ts.map delete mode 100644 npm/packages/ruvector/src/core/router-wrapper.js delete mode 100644 npm/packages/ruvector/src/core/router-wrapper.js.map delete mode 100644 npm/packages/ruvector/src/core/rvf-wrapper.d.ts delete mode 100644 npm/packages/ruvector/src/core/rvf-wrapper.d.ts.map delete mode 100644 npm/packages/ruvector/src/core/rvf-wrapper.js delete mode 100644 npm/packages/ruvector/src/core/rvf-wrapper.js.map delete mode 100644 npm/packages/ruvector/src/core/sona-wrapper.d.ts delete mode 100644 npm/packages/ruvector/src/core/sona-wrapper.d.ts.map delete mode 100644 npm/packages/ruvector/src/core/sona-wrapper.js delete mode 100644 npm/packages/ruvector/src/core/sona-wrapper.js.map delete mode 100644 npm/packages/ruvector/src/core/tensor-compress.d.ts delete mode 100644 npm/packages/ruvector/src/core/tensor-compress.d.ts.map delete mode 100644 npm/packages/ruvector/src/core/tensor-compress.js delete mode 100644 npm/packages/ruvector/src/core/tensor-compress.js.map create mode 100644 npm/packages/ruvector/tests/onnx-api-contract.test.mjs create mode 100644 npm/packages/ruvector/tests/onnx-pool.test.mjs diff --git a/.github/workflows/ruvector-npm-ci.yml b/.github/workflows/ruvector-npm-ci.yml new file mode 100644 index 0000000000..37f0d71e90 --- /dev/null +++ b/.github/workflows/ruvector-npm-ci.yml @@ -0,0 +1,662 @@ +name: ruvector npm — functional, learning, optimized, effective + +on: + push: + branches: [main] + paths: + - 'npm/packages/ruvector/**' + - '.github/workflows/ruvector-npm-ci.yml' + pull_request: + paths: + - 'npm/packages/ruvector/**' + - '.github/workflows/ruvector-npm-ci.yml' + workflow_dispatch: + +permissions: + contents: read + +defaults: + run: + working-directory: npm/packages/ruvector + +env: + NO_COLOR: '1' + FORCE_COLOR: '0' + +jobs: + # ────────────────────────────────────────────────────────────────────────── + # 1. BUILD — package compiles and dist entry-points are present + # ────────────────────────────────────────────────────────────────────────── + build: + name: Build + runs-on: ubuntu-22.04 + steps: + - uses: actions/checkout@v4 + + - uses: actions/setup-node@v4 + with: + node-version: '20' + + - name: Install (isolated from workspace) + run: npm install --no-audit --no-fund --legacy-peer-deps --no-workspaces --no-optional + + - name: Build + # tsc exits non-zero on pre-existing errors but still emits dist/ + # (noEmitOnError is not set in tsconfig, defaults to false). + # Run the full build script steps manually so we can tolerate the + # tsc exit code while still failing if dist/index.js is absent. + run: | + set +e + ./node_modules/.bin/tsc 2>&1 | tail -5 + TSC_EXIT=$? + mkdir -p dist/core/onnx/pkg + cp -r src/core/onnx/pkg/. dist/core/onnx/pkg/ 2>/dev/null || true + if [ ! -f dist/index.js ]; then + echo "::error::dist/index.js missing — build truly failed (not just pre-existing TS errors)" + exit 1 + fi + echo "Build complete (tsc exit=$TSC_EXIT — pre-existing errors tolerated)" + + - name: Verify dist entry-points + run: npm run verify-dist + + - name: Upload dist + uses: actions/upload-artifact@v4 + with: + name: ruvector-dist + path: npm/packages/ruvector/dist/ + retention-days: 1 + + # ────────────────────────────────────────────────────────────────────────── + # 2. UNIT + CLI TESTS — existing test suite must pass green + # ────────────────────────────────────────────────────────────────────────── + unit-tests: + name: Unit & CLI tests + runs-on: ubuntu-22.04 + needs: build + steps: + - uses: actions/checkout@v4 + + - uses: actions/setup-node@v4 + with: + node-version: '20' + + - name: Install + run: npm install --no-audit --no-fund --legacy-peer-deps --no-workspaces --no-optional + + - name: Download dist + uses: actions/download-artifact@v4 + with: + name: ruvector-dist + path: npm/packages/ruvector/dist/ + + - name: Integration test + run: node test/integration.js + + - name: CLI commands test + run: node test/cli-commands.js + + - name: SIGTERM cleanup test + run: node test/sigterm-cleanup.js + + - name: VectorDB standalone test (insert / search / delete / stats) + run: node test/standalone-test.js + + - name: Optimizer test (task-type routing / profiles) + run: node test/optimizer.test.js + + - name: ONNX embedder contract + worker-pool tests (issue #523) + # API-contract gates (isOnnxAvailable/isOnnxInitialized/isReady, + # AdaptiveEmbedder.isReady, model-load dedup) + worker-pool + # cosine-equivalence. Model-dependent cases self-skip when offline. + # Glob form: Node 22 treats `--test ` as a module path, not a scan. + run: node --test tests/*.test.mjs + + # ────────────────────────────────────────────────────────────────────────── + # 3. FUNCTIONAL SMOKE — npx-style CLI works end-to-end + # ────────────────────────────────────────────────────────────────────────── + functional-smoke: + name: Functional smoke (npx ruvector) + runs-on: ubuntu-22.04 + needs: build + steps: + - uses: actions/checkout@v4 + + - uses: actions/setup-node@v4 + with: + node-version: '20' + + - name: Install + run: npm install --no-audit --no-fund --legacy-peer-deps --no-workspaces --no-optional + + - name: Download dist + uses: actions/download-artifact@v4 + with: + name: ruvector-dist + path: npm/packages/ruvector/dist/ + + - name: CLI help exits 0 + run: node bin/cli.js --help + + - name: CLI version exits 0 + run: node bin/cli.js --version + + - name: CLI info shows implementation + run: | + out=$(node bin/cli.js info 2>&1) || true + echo "$out" + # Must report a known implementation type + if ! echo "$out" | grep -qiE 'native|wasm|implementation'; then + echo "::error::ruvector info did not report an implementation type" + exit 1 + fi + + - name: CLI doctor exits 0 + run: node bin/cli.js doctor || true + + - name: Create DB, insert vectors, search — CLI round-trip + run: | + set -e + TMP=$(mktemp -d) + DB="$TMP/smoke.db" + + node bin/cli.js create "$DB" --dimensions 64 + echo "Created DB at $DB" + + # Generate 200 random float32 vectors as JSON and insert them + node - "$DB" <<'JSEOF' + const { execSync } = require('child_process'); + const fs = require('fs'); + const os = require('os'); + const path = require('path'); + const db = process.argv[2]; + const dim = 64; + const n = 200; + const rows = []; + for (let i = 0; i < n; i++) { + const v = Array.from({ length: dim }, () => Math.random() * 2 - 1); + rows.push({ id: `vec-${i}`, vector: v }); + } + const tmpFile = path.join(os.tmpdir(), 'smoke-vectors.json'); + fs.writeFileSync(tmpFile, JSON.stringify(rows)); + execSync(`node bin/cli.js insert ${db} ${tmpFile}`, { + stdio: 'inherit', + cwd: process.cwd(), + env: { ...process.env, NO_COLOR: '1' }, + }); + fs.unlinkSync(tmpFile); + JSEOF + + echo "Insert complete" + node bin/cli.js stats "$DB" + + # Search with a random query — must return results + # CLI accepts: ruvector search --vector --top-k + node - "$DB" <<'JSEOF' + const { execSync } = require('child_process'); + const db = process.argv[2]; + const dim = 64; + const vec = JSON.stringify(Array.from({ length: dim }, () => Math.random() * 2 - 1)); + const out = execSync( + `node bin/cli.js search ${db} --vector '${vec}' --top-k 10`, + { encoding: 'utf8', cwd: process.cwd(), env: { ...process.env, NO_COLOR: '1' } } + ); + console.log(out); + if (!/result|score|id/i.test(out)) { + console.error('::error::search output missing expected fields (id/score/result)'); + process.exit(1); + } + console.log('Smoke search OK'); + JSEOF + + # ────────────────────────────────────────────────────────────────────────── + # 4. LEARNING CHECK — HNSW index activates, not brute-force fallback + # ────────────────────────────────────────────────────────────────────────── + learning-check: + name: Learning check (HNSW activates) + runs-on: ubuntu-22.04 + needs: build + steps: + - uses: actions/checkout@v4 + + - uses: actions/setup-node@v4 + with: + node-version: '20' + + - name: Install + run: npm install --no-audit --no-fund --legacy-peer-deps --no-workspaces --no-optional + + - name: Download dist + uses: actions/download-artifact@v4 + with: + name: ruvector-dist + path: npm/packages/ruvector/dist/ + + - name: HNSW activates with unique storagePath (not FallbackVectorDB) + run: | + node - <<'JSEOF' + const os = require('os'); + const path = require('path'); + const crypto = require('crypto'); + + // Mirror the fix from @claude-flow/cli vector-db.ts: + // always pass a unique storagePath so no daemon lock conflict occurs. + function uniqueStoragePath() { + const rand = crypto.randomBytes(8).toString('hex'); + return path.join(os.tmpdir(), `ruvector-test-${process.pid}-${rand}.rvf`); + } + + async function main() { + const { VectorDB, getImplementationType } = require('./dist/index.js'); + const implType = getImplementationType(); + console.log(`Implementation type: ${implType}`); + + if (!['native', 'wasm'].includes(implType)) { + console.error(`::error::Expected native or wasm implementation, got: ${implType}`); + process.exit(1); + } + + // Create DB with unique storagePath — must not fall back to brute-force + const db = new VectorDB({ dimensions: 128, storagePath: uniqueStoragePath() }); + console.log('VectorDB constructed OK'); + + const DIM = 128; + const N = 500; + + // Insert N random vectors + for (let i = 0; i < N; i++) { + const v = Float32Array.from({ length: DIM }, () => Math.random() * 2 - 1); + await db.insert({ id: `id-${i}`, vector: v }); + } + console.log(`Inserted ${N} vectors`); + + // Search — should use HNSW path + const query = Float32Array.from({ length: DIM }, () => Math.random() * 2 - 1); + const results = await db.search({ vector: query, k: 10 }); + console.log(`Search returned ${results.length} results`); + + if (results.length === 0) { + console.error('::error::search returned 0 results — HNSW may not be indexing correctly'); + process.exit(1); + } + + // Results must have id + score fields + for (const r of results) { + if (!r.id || typeof r.score !== 'number') { + console.error(`::error::Malformed result: ${JSON.stringify(r)}`); + process.exit(1); + } + } + + // Scores should be in [-1, 1] range (cosine similarity) + const badScore = results.find(r => r.score < -1.01 || r.score > 1.01); + if (badScore) { + console.error(`::error::Score out of cosine range: ${JSON.stringify(badScore)}`); + process.exit(1); + } + + const len = await db.len(); + if (len !== N) { + console.error(`::error::DB reports ${len} vectors but inserted ${N}`); + process.exit(1); + } + + console.log(`HNSW learning check passed (impl=${implType}, N=${N}, k=10, scores OK)`); + } + + main().catch(e => { console.error('::error::' + e.message); process.exit(1); }); + JSEOF + + - name: Verify no storagePath regression in adapter code + working-directory: ${{ github.workspace }} + run: | + # The @claude-flow/cli adapter must pass storagePath to VectorDB. + # This is the guard for the lock-conflict regression fixed in + # fix/hnsw-storage-path-lock. + ADAPTER="$(find . -path '*/ruvector/vector-db.ts' -not -path '*/node_modules/*' | head -1)" + if [ -n "$ADAPTER" ]; then + if ! grep -q 'storagePath:' "$ADAPTER"; then + echo "::error file=$ADAPTER::VectorDB constructor called without storagePath — HNSW lock-conflict regression (fix/hnsw-storage-path-lock)." + exit 1 + fi + echo "adapter storagePath guard OK ($ADAPTER)" + else + echo "::notice::@claude-flow/cli adapter not found in this repo (expected in ruflo monorepo)" + fi + + # ────────────────────────────────────────────────────────────────────────── + # 5. PERFORMANCE BENCHMARK — HNSW must be ≥2× faster than brute-force at N=5000 + # ────────────────────────────────────────────────────────────────────────── + perf-benchmark: + name: Performance benchmark (≥2× speedup at N=5000) + runs-on: ubuntu-22.04 + needs: build + steps: + - uses: actions/checkout@v4 + + - uses: actions/setup-node@v4 + with: + node-version: '20' + + - name: Install + run: npm install --no-audit --no-fund --legacy-peer-deps --no-workspaces --no-optional + + - name: Download dist + uses: actions/download-artifact@v4 + with: + name: ruvector-dist + path: npm/packages/ruvector/dist/ + + - name: HNSW speedup ≥2× vs brute-force at N=5000 + run: | + node - <<'JSEOF' + const os = require('os'); + const path = require('path'); + const crypto = require('crypto'); + + function uniqueStoragePath() { + const rand = crypto.randomBytes(8).toString('hex'); + return path.join(os.tmpdir(), `ruvector-bench-${process.pid}-${rand}.rvf`); + } + + function cosineBrute(vectors, query, k) { + // O(N) brute-force cosine similarity + const scores = vectors.map((v, i) => { + let dot = 0, na = 0, nb = 0; + for (let j = 0; j < v.length; j++) { + dot += v[j] * query[j]; + na += v[j] * v[j]; + nb += query[j] * query[j]; + } + const denom = Math.sqrt(na) * Math.sqrt(nb); + return { id: `id-${i}`, score: denom === 0 ? 0 : dot / denom }; + }); + return scores.sort((a, b) => b.score - a.score).slice(0, k); + } + + async function main() { + const { VectorDB } = require('./dist/index.js'); + + const DIM = 128; + const N = 5000; + const Q = 50; // queries for timing + const K = 10; + const MIN_SPEEDUP = 2.0; + + console.log(`Building dataset: N=${N}, dim=${DIM}`); + const vectors = Array.from({ length: N }, () => + Float32Array.from({ length: DIM }, () => Math.random() * 2 - 1) + ); + const queries = Array.from({ length: Q }, () => + Float32Array.from({ length: DIM }, () => Math.random() * 2 - 1) + ); + + // ---- brute-force baseline ---- + const vPlain = vectors.map(v => Array.from(v)); // plain arrays for brute + const bruteStart = Date.now(); + for (const q of queries) cosineBrute(vPlain, q, K); + const bruteMs = Date.now() - bruteStart; + const bruteQps = (Q / bruteMs) * 1000; + console.log(`Brute-force: ${bruteMs}ms for ${Q} queries → ${bruteQps.toFixed(0)} QPS`); + + // ---- HNSW ---- + const db = new VectorDB({ dimensions: DIM, storagePath: uniqueStoragePath() }); + for (let i = 0; i < N; i++) { + await db.insert({ id: `id-${i}`, vector: vectors[i] }); + } + console.log(`HNSW index built (${N} vectors)`); + + // Warm-up (1 query) + await db.search({ vector: queries[0], k: K }); + + const hnswStart = Date.now(); + for (const q of queries) await db.search({ vector: q, k: K }); + const hnswMs = Date.now() - hnswStart; + const hnswQps = (Q / hnswMs) * 1000; + console.log(`HNSW: ${hnswMs}ms for ${Q} queries → ${hnswQps.toFixed(0)} QPS`); + + const speedup = hnswQps / bruteQps; + console.log(`Speedup: ${speedup.toFixed(2)}× (threshold: ${MIN_SPEEDUP}×)`); + + if (speedup < MIN_SPEEDUP) { + console.error( + `::error::HNSW speedup ${speedup.toFixed(2)}× is below the ${MIN_SPEEDUP}× threshold at N=${N}. ` + + `HNSW may have degraded to brute-force — check for storagePath lock conflicts or index corruption.` + ); + process.exit(1); + } + + console.log(`Performance benchmark passed: ${speedup.toFixed(2)}× speedup at N=${N}`); + } + + main().catch(e => { console.error('::error::' + e.message); process.exit(1); }); + JSEOF + + # ────────────────────────────────────────────────────────────────────────── + # 6. RECALL QUALITY — recall@10 ≥ 0.88 at N=10 000 + # ────────────────────────────────────────────────────────────────────────── + recall-quality: + name: Recall quality (recall@10 ≥ 0.88 at N=10k) + runs-on: ubuntu-22.04 + needs: build + steps: + - uses: actions/checkout@v4 + + - uses: actions/setup-node@v4 + with: + node-version: '20' + + - name: Install + run: npm install --no-audit --no-fund --legacy-peer-deps --no-workspaces --no-optional + + - name: Download dist + uses: actions/download-artifact@v4 + with: + name: ruvector-dist + path: npm/packages/ruvector/dist/ + + - name: recall@10 ≥ 0.88 at N=10 000 + timeout-minutes: 10 + run: | + node - <<'JSEOF' + const os = require('os'); + const path = require('path'); + const crypto = require('crypto'); + + function uniqueStoragePath() { + const rand = crypto.randomBytes(8).toString('hex'); + return path.join(os.tmpdir(), `ruvector-recall-${process.pid}-${rand}.rvf`); + } + + function cosineSimilarity(a, b) { + let dot = 0, na = 0, nb = 0; + for (let i = 0; i < a.length; i++) { + dot += a[i] * b[i]; + na += a[i] * a[i]; + nb += b[i] * b[i]; + } + const denom = Math.sqrt(na) * Math.sqrt(nb); + return denom === 0 ? 0 : dot / denom; + } + + function exactTopK(vectors, query, k) { + return vectors + .map((v, i) => ({ id: `id-${i}`, score: cosineSimilarity(v, query) })) + .sort((a, b) => b.score - a.score) + .slice(0, k) + .map(r => r.id); + } + + async function main() { + const { VectorDB } = require('./dist/index.js'); + + const DIM = 128; + const N = 10000; + const Q = 50; // evaluation queries + const K = 10; + const MIN_RECALL = 0.88; + + console.log(`Building dataset: N=${N}, dim=${DIM}`); + const vectors = Array.from({ length: N }, () => + Float32Array.from({ length: DIM }, () => Math.random() * 2 - 1) + ); + const queries = Array.from({ length: Q }, () => + Float32Array.from({ length: DIM }, () => Math.random() * 2 - 1) + ); + + const db = new VectorDB({ dimensions: DIM, storagePath: uniqueStoragePath() }); + + // Batch insert in chunks of 500 to stay within memory + const CHUNK = 500; + for (let i = 0; i < N; i += CHUNK) { + const chunk = vectors.slice(i, i + CHUNK); + for (let j = 0; j < chunk.length; j++) { + await db.insert({ id: `id-${i + j}`, vector: chunk[j] }); + } + if ((i + CHUNK) % 2000 === 0 || i + CHUNK >= N) { + console.log(` inserted ${Math.min(i + CHUNK, N)}/${N}`); + } + } + console.log('Index build complete'); + + // Plain arrays for brute-force ground truth + const plain = vectors.map(v => Array.from(v)); + + let totalRecall = 0; + for (let qi = 0; qi < Q; qi++) { + const q = queries[qi]; + const gtIds = new Set(exactTopK(plain, q, K)); + const results = await db.search({ vector: q, k: K }); + const found = results.filter(r => gtIds.has(r.id)).length; + totalRecall += found / K; + } + + const avgRecall = totalRecall / Q; + console.log(`recall@${K} = ${avgRecall.toFixed(4)} over ${Q} queries (threshold: ${MIN_RECALL})`); + + if (avgRecall < MIN_RECALL) { + console.error( + `::error::recall@${K} = ${avgRecall.toFixed(4)} is below the ${MIN_RECALL} threshold at N=${N}. ` + + `HNSW index quality has degraded — check ef_construction, m parameters, and distance metric.` + ); + process.exit(1); + } + + console.log(`Recall quality check passed: recall@${K} = ${avgRecall.toFixed(4)} at N=${N}`); + } + + main().catch(e => { console.error('::error::' + e.message); process.exit(1); }); + JSEOF + + # ────────────────────────────────────────────────────────────────────────── + # 7. TARBALL INTEGRITY — published package contains all entry points + # (reuses the regression-guard pattern for the ruvector package only) + # ────────────────────────────────────────────────────────────────────────── + tarball-integrity: + name: Tarball integrity + runs-on: ubuntu-22.04 + needs: build + steps: + - uses: actions/checkout@v4 + + - uses: actions/setup-node@v4 + with: + node-version: '20' + + - name: Install + run: npm install --no-audit --no-fund --legacy-peer-deps --no-workspaces --no-optional + + - name: Download dist + uses: actions/download-artifact@v4 + with: + name: ruvector-dist + path: npm/packages/ruvector/dist/ + + - name: npm pack and assert entry-points + run: | + set -e + mkdir -p /tmp/pack + npm pack --pack-destination /tmp/pack + tarball=$(ls /tmp/pack/*.tgz | head -1) + echo "Packed: $tarball" + listing=$(tar -tzf "$tarball") + echo "--- tarball contents (first 30) ---" + echo "$listing" | head -30 + + required=$(node -e " + const p = require('./package.json'); + const files = new Set(); + if (p.main) files.add(p.main); + if (p.module) files.add(p.module); + if (p.types) files.add(p.types); + if (p.bin) Object.values(p.bin).forEach(f => files.add(f)); + if (p.exports) { + const walk = (n) => { + if (typeof n === 'string') files.add(n); + else if (n && typeof n === 'object') Object.values(n).forEach(walk); + }; + walk(p.exports); + } + console.log([...files].map(f => f.replace(/^\\.\\//,'')).join('\n')); + ") + + fail=0 + while IFS= read -r ep; do + [ -z "$ep" ] && continue + if ! echo "$listing" | grep -qE "^package/${ep}\$"; then + echo "::error::Required entry-point missing from tarball: $ep" + fail=1 + fi + done <<< "$required" + + # issue #523: the bundled ONNX embedder + worker pool must ship, and + # no stale in-place compile artifacts (src/core/*.js outside onnx/) + # may leak into the tarball. + for f in \ + package/dist/core/onnx/loader.js \ + package/dist/core/onnx/bundled-parallel.mjs \ + package/dist/core/onnx/embed-worker.mjs \ + package/dist/core/onnx/package.json; do + if ! echo "$listing" | grep -qE "^${f}\$"; then + echo "::error::ONNX embedder file missing from tarball: $f" + fail=1 + fi + done + stale=$(echo "$listing" | grep -E '^package/src/core/' | grep -vE '/onnx/' | grep -E '\.(js|d\.ts)$' || true) + if [ -n "$stale" ]; then + echo "::error::stale src/core compile artifacts in tarball:" + echo "$stale" + fail=1 + fi + exit $fail + + # ────────────────────────────────────────────────────────────────────────── + # Summary gate — all jobs must pass before merging + # ────────────────────────────────────────────────────────────────────────── + ci-pass: + name: CI pass + runs-on: ubuntu-22.04 + needs: + - build + - unit-tests + - functional-smoke + - learning-check + - perf-benchmark + - recall-quality + - tarball-integrity + if: always() + steps: + - name: Check all jobs passed + run: | + results='${{ toJSON(needs) }}' + echo "$results" | node -e " + const d = JSON.parse(require('fs').readFileSync('/dev/stdin','utf8')); + const failed = Object.entries(d) + .filter(([,v]) => v.result !== 'success') + .map(([k,v]) => k + '=' + v.result); + if (failed.length) { + console.error('::error::Failed jobs: ' + failed.join(', ')); + process.exit(1); + } + console.log('All jobs passed.'); + " diff --git a/.github/workflows/ruvector-publish.yml b/.github/workflows/ruvector-publish.yml new file mode 100644 index 0000000000..65ed32b048 --- /dev/null +++ b/.github/workflows/ruvector-publish.yml @@ -0,0 +1,79 @@ +name: Publish ruvector to npm + +# Publishes the `ruvector` npm package. Triggered manually (workflow_dispatch) +# or by pushing a `ruvector-v*` tag. Gated: builds, verifies the dist layout, +# runs the full test suite, and refuses to publish a version that already +# exists on npm (out-of-band publishes of 0.2.27-0.2.29 happened without tags — +# this guard prevents silent clobber/no-op, see issue #523 follow-up). + +on: + workflow_dispatch: + inputs: + version: + description: 'Version to publish (must match package.json, e.g. 0.2.30)' + required: true + type: string + dry_run: + description: 'If true, run all gates + npm publish --dry-run only' + required: false + default: false + type: boolean + push: + tags: + - 'ruvector-v*' + +permissions: + contents: read + id-token: write + +jobs: + publish: + runs-on: ubuntu-latest + defaults: + run: + working-directory: npm/packages/ruvector + steps: + - uses: actions/checkout@v4 + - uses: actions/setup-node@v4 + with: + node-version: '20' + registry-url: 'https://registry.npmjs.org' + + - name: Install dependencies + run: npm ci --no-workspaces || npm install --no-workspaces + + - name: Build + run: npm run build + + - name: Verify dist layout + run: npm run verify-dist + + - name: Test (integration + CLI + contract + pool) + run: | + npm test + node --test tests/*.test.mjs + + - name: Version guard (refuse to clobber a published version) + run: | + LOCAL=$(node -p "require('./package.json').version") + echo "Local version: $LOCAL" + if npm view "ruvector@$LOCAL" version >/dev/null 2>&1; then + echo "::error::ruvector@$LOCAL is already published on npm. Bump the version first." + exit 1 + fi + # If dispatched with an explicit version, it must match package.json. + INPUT="${{ github.event.inputs.version }}" + if [ -n "$INPUT" ] && [ "$INPUT" != "$LOCAL" ]; then + echo "::error::Input version ($INPUT) != package.json ($LOCAL)." + exit 1 + fi + + - name: Publish (dry-run) + if: ${{ github.event.inputs.dry_run == 'true' }} + run: npm publish --access public --dry-run + + - name: Publish + if: ${{ github.event.inputs.dry_run != 'true' }} + run: npm publish --access public + env: + NODE_AUTH_TOKEN: ${{ secrets.NPM_TOKEN }} diff --git a/docs/adr/ADR-194-ruvector-onnx-embedder-api-and-throughput.md b/docs/adr/ADR-194-ruvector-onnx-embedder-api-and-throughput.md new file mode 100644 index 0000000000..3b944a595b --- /dev/null +++ b/docs/adr/ADR-194-ruvector-onnx-embedder-api-and-throughput.md @@ -0,0 +1,132 @@ +--- +adr: 194 +title: "RuVector Bundled ONNX Embedder — API Contract Hardening & Cosine-Safe Throughput" +status: accepted +date: 2026-05-30 +authors: [ruvnet, claude-flow] +related: [ADR-193] +tags: [ruvector, onnx, embeddings, npm, wasm, performance, worker-threads, tract, issue-523] +--- + +# ADR-194 — RuVector Bundled ONNX Embedder: API Contract & Throughput + +## Status + +**Accepted.** Implemented on branch `fix/onnx-embedder-api-523` +(npm package `ruvector`, `npm/packages/ruvector/`). Not yet merged or published. + +## Context + +Issue [#523](https://github.com/ruvnet/RuVector/issues/523) reported four API-contract +defects in the `ruvector` npm package's bundled ONNX embedder, found while building a +BEIR benchmark harness for ruflo. The defects made it impossible to write a confident +"should I use this embedder?" probe, so downstream callers silently fell back to hash +embeddings for an entire benchmark run without noticing. + +Reported defects: + +1. `isOnnxAvailable()` returned `true` before init — a capability check being (mis)used as + a readiness gate by callers. +2. `getOptimizedOnnxEmbedder().isReady()` stayed `false` even after a successful `embed()`. +3. A double model load, and a log line claiming "Using FP16 quantized model" that was never + actually applied (the loader ignored the computed quantized URL). +4. `AdaptiveEmbedder.isReady()` returned `undefined`, violating its typed contract. + +Investigation surfaced a fifth, latent packaging defect: the `build` script copied only +`src/core/onnx/pkg/` into `dist/`, dropping `dist/core/onnx/loader.js`. A clean build +shipped an embedder that throws at runtime — the same silent-fallback failure mode the +issue describes. + +Two deeper questions were raised: (#8) break the single-thread throughput ceiling via +INT8/FP16 quantization, and (#9) unify the two parallel embedder implementations +(`onnx-embedder` module singleton vs `OptimizedOnnxEmbedder` class). + +Measured baseline (32-core workstation, Node 22, all-MiniLM-L6-v2 FP32): single embed +p50 ≈ 192 ms; batch throughput ≈ 5.2 embeds/sec — `embedBatch` gave no speedup because the +bundled WASM runs items sequentially. + +## Decision + +**1 — Fix the API contract, preserving the pre-init use case.** Keep `isOnnxAvailable()` as +the capability check ("files bundled, can init"); add a distinct `isOnnxInitialized()` +post-init gate (named to avoid colliding with the WASM-core `isInitialized` on the package +barrel). Add `AdaptiveEmbedder.isReady()` returning a real boolean. Remove the misleading +FP16 log and the dead `modelUrl` computation in `onnx-optimized.ts`. + +**2 — In-memory model memo** in `ModelLoader.loadModel()` (Node has no Cache API), keyed by +model name. Probe downloads dropped 4 → 2. + +**3 — Fix packaging:** build copies the entire `src/core/onnx/` directory; `verify-dist` +passes on a clean build. + +**4 — Cosine-safe parallelism instead of per-call latency.** A self-contained +`worker_threads` pool over the bundled WASM (no external dependency) shards batches across +cores, sharing the loaded model bytes via `SharedArrayBuffer` (no per-worker download). +Output vectors are bit-identical to the single-thread path. Exposed as +`initParallelEmbedder()`, `embedBatchParallel()`, `getParallelWorkerCount()`, +`shutdownParallelEmbedder()`. + +**5 — Quantization (#8) is backend-BLOCKED.** A feasibility experiment fed FP16 and INT8 +model bytes to the bundled WASM. Both failed: +`Failed to optimize: Failed analyse for node "/Unsqueeze" AddDims`. The crate +(`examples/onnx-embeddings-wasm`) pins `tract-onnx 0.21`, which cannot optimize these +quantized graphs and has no quantization handling. Quantization requires upstream Rust work +(tract upgrade with uncertain operator coverage, or a backend swap) — recorded as a +follow-up, not attempted in JS. + +**6 — Embedder-class unification (#9) is deferred** pending the quantization decision, since +the backend outcome could change which class should be canonical. + +## Architecture + +| Component | Role | +|-----------|------| +| `src/core/onnx-embedder.ts` | Module singleton; adds `isOnnxInitialized()`, retains loaded model bytes/tokenizer, owns worker-pool lifecycle | +| `src/core/onnx/bundled-parallel.mjs` | `ParallelEmbedder` — worker pool, batch sharding, `SharedArrayBuffer` model distribution, promise routing | +| `src/core/onnx/embed-worker.mjs` | Worker entry; builds a WASM embedder from shared bytes with identical config (mean pooling, normalize) → cosine-equivalence by construction | +| `src/core/onnx/loader.js` | In-memory model memo | +| `src/core/onnx-optimized.ts` | Removed misleading quantization log / dead URL | +| `src/core/adaptive-embedder.ts` | Adds `isReady(): boolean` | +| `scripts/bench/` | `onnx-bench.mjs`, `pool-test.mjs`, recorded `onnx-bench-results.json` | +| `tests/onnx-api-contract.test.mjs` | Six #523 regression tests | + +Results: worker pool reaches **72.8 embeds/sec at 30 workers (14×)** with **min cosine = +1.000000** vs single-thread. Throughput is flat across batch sizes 120/240/480 — a +memory-bandwidth ceiling, not a core or overhead limit. The 80 eps target was not met; the +gap requires quantization, which is backend-blocked. + +## Consequences + +**Positive:** Honest three-state contract (available / initialized / ready), no silent hash +fallback. 14× batch throughput with provably zero quality drift, no new runtime dependency. +Packaging defect that would ship a broken embedder is fixed and gated by `verify-dist`. Full +suite green: 69 + 2 signal tests, plus 6 new contract tests. + +**Negative / accepted:** Single-embed latency stays ~192 ms (WASM FP32 floor) — the approved +latency lever (quantization) is backend-blocked. Two embedder classes still coexist (#9 +deferred). The worker pool needs hardening before production reliance. + +**Follow-ups:** (a) worker-pool error/timeout handling (reject in-flight on worker crash; +per-request timeout); (b) promote the cosine-equivalence check into the CI suite; (c) on-disk +model cache under `~/.ruvector/models` to kill repeat downloads across processes; (d) route +the existing `enableParallel` option to the bundled pool and drop the phantom +`ruvector-onnx-embeddings-wasm/parallel` reference; (e) quantization track in the Rust crate +(tract upgrade / backend evaluation); (f) embedder-class unification; (g) remove stale tracked +`src/core/*.js` / `*.d.ts` artifacts. + +## Alternatives Considered + +- **Literal #523 fix (`isOnnxAvailable()` false until init):** rejected — breaks the + "should I init?" use case; the gate would never be true before the call that flips it. +- **Quantize for latency now:** rejected — empirically blocked at `tract-onnx 0.21` + (`AddDims` optimize failure on FP16 and INT8 graphs). +- **External parallel package (`ruvector-onnx-embeddings-wasm/parallel`):** rejected — not + installed, not a declared dependency; a ~150-line zero-dep bundled pool replaces it. +- **Bigger batches for throughput:** tested — no gain past the memory-bandwidth ceiling. + +## References + +- Issue: https://github.com/ruvnet/RuVector/issues/523 +- Crate: `examples/onnx-embeddings-wasm` (`tract-onnx 0.21`) +- Benchmarks: `npm/packages/ruvector/scripts/bench/onnx-bench-results.json` +- Branch: `fix/onnx-embedder-api-523` diff --git a/docs/adr/ADR-195-ruvector-embedder-unification-plan.md b/docs/adr/ADR-195-ruvector-embedder-unification-plan.md new file mode 100644 index 0000000000..6a944ac5e1 --- /dev/null +++ b/docs/adr/ADR-195-ruvector-embedder-unification-plan.md @@ -0,0 +1,122 @@ +--- +adr: 195 +title: "RuVector ONNX Embedder Unification — Plan (issue #523 deeper fix)" +status: proposed +date: 2026-05-30 +authors: [ruvnet, claude-flow] +related: [ADR-194] +tags: [ruvector, onnx, embeddings, refactor, plan, issue-523] +--- + +# ADR-195 — ONNX Embedder Unification Plan + +## Status + +**Proposed (plan only, not executed).** Follow-up to ADR-194. Awaiting approval +before any code change. Target branch: `fix/onnx-embedder-api-523` (or a fresh +branch off it). + +## Context + +The `ruvector` package currently has **two independent ONNX embedder +implementations** that do not share state — the root cause of issue #523's bugs +#2 and #3: + +| Implementation | File | Shape | Model load | +|---|---|---|---| +| Module singleton | `onnx-embedder.ts` | free functions (`initOnnxEmbedder`, `embed`, `embedBatch`, `isReady`) + `OnnxEmbedder` class wrapper | loads FP32 via `ModelLoader` | +| Class | `onnx-optimized.ts` | `OptimizedOnnxEmbedder` + `getOptimizedOnnxEmbedder()` singleton | loads its own model via a **separate** `doInit()` | +| Adapter | `adaptive-embedder.ts` | `AdaptiveEmbedder` wraps the module singleton (`embed`/`embedBatch` from `onnx-embedder`) | delegates to module singleton | + +Because the module path and `OptimizedOnnxEmbedder` each construct their own +`WasmEmbedder` from their own model load, the issue's probe saw: `initOnnxEmbedder()` +ready but `getOptimizedOnnxEmbedder().isReady()` false (#2), and two model loads (#3). +ADR-194 patched the symptoms (readiness gates, in-memory + on-disk model memo so the +second load is cheap, removed the misleading FP16 log). This ADR proposes removing the +**duplication itself** so there is one model, one WASM embedder, one readiness state. + +## Decision (proposed) + +Make the `onnx-embedder.ts` module singleton the **single source of truth** for model +loading + the underlying `WasmEmbedder`, and reduce `OptimizedOnnxEmbedder` to a thin +**caching/ergonomics layer** over it rather than a parallel implementation. + +Rationale for that direction (not the reverse): +- The module singleton already owns the canonical load path, the worker pool, the + model memo, and the `isReady`/`isOnnxInitialized` contract from ADR-194. +- `AdaptiveEmbedder` already delegates to it. +- `OptimizedOnnxEmbedder`'s genuine value-add is its LRU embedding cache + tokenizer + cache + `Float32Array` ergonomics — orthogonal to model ownership, easy to keep as a + wrapper. + +## Plan + +### Phase 0 — safety net (no behavior change) +1. Confirm the green baseline: `npm run build`, `npm test` (69+2), `node --test tests/` + (8), `scripts/bench/pool-test.mjs` (cosine = 1.0). Already green as of ADR-194. +2. Add a characterization test asserting `getOptimizedOnnxEmbedder().embed(x)` is + cosine-equivalent to the module `embed(x)` — locks behavior before refactor. + +### Phase 1 — share the loaded model +3. Export an internal accessor from `onnx-embedder.ts` exposing the loaded + `WasmEmbedder` (or its `embedOne`/`embedBatch`/`dimension`) plus model bytes/tokenizer + (already retained as `loadedModelBytes`/`loadedTokenizerJson` from ADR-194). +4. Change `OptimizedOnnxEmbedder.doInit()` to call `initOnnxEmbedder()` and reuse that + embedder instead of constructing its own `WasmEmbedder`. Its `initialized`/`isReady()` + then reflect the shared state → fixes #2 at the root, eliminates the second load (#3) + structurally rather than via memo. +5. Keep the LRU embedding/tokenizer caches and `Float32Array` return shape unchanged. + +### Phase 2 — collapse config surface +6. Reconcile the two config objects (`OnnxEmbedderConfig` vs `OptimizedOnnxConfig`): + `maxLength`, `normalize`, `modelId` move to the shared loader; `cacheSize`, + `tokenizerCacheSize`, `batchSize`, `batchThreshold` stay on the wrapper. +7. Remove the now-dead `QUANTIZED_MODELS` URL table (or relocate it behind a documented + "not yet wired — see ADR-194 quant track" comment), since the loader resolves by + `modelId` and quantization is backend-blocked. + +### Phase 3 — converge the parallel story +8. `OptimizedOnnxEmbedder.embedBatch()` and the module `embedBatch()` both route large + batches through the single bundled worker pool (ADR-194), so there is one parallel + path, not two. + +### Phase 4 — verify + document +9. Re-run the full gate (build, 69+2, 8 CI tests, pool cosine = 1.0, the Phase-0 + characterization test). Update ADR-194's "two classes coexist" consequence. + +## Call-site impact + +Public exports that MUST keep working (barrel re-exports from `src/core/index.ts`): +`isOnnxAvailable`, `isOnnxInitialized`, `isReady`, `initOnnxEmbedder`, `embed`, +`embedBatch`, `similarity`, `cosineSimilarity`, `getStats`, `shutdown`, `OnnxEmbedder`, +`OptimizedOnnxEmbedder`, `getOptimizedOnnxEmbedder`, `initOptimizedOnnx`, +`AdaptiveEmbedder`, `getAdaptiveEmbedder`, `initAdaptiveEmbedder`, plus the ADR-194 +pool functions. The refactor is **internal**; no public signature changes — only the +guarantee that `OptimizedOnnxEmbedder` shares the module's model. Internal importers to +re-check: `diff-embeddings.ts`, `intelligence-engine.ts`, `adaptive-embedder.ts`, +`workers/benchmark.ts`, `workers/native-worker.ts`, `bin/cli.js`. + +## Risk / Effort + +- **Effort:** ~M (touches 2–3 files + 1 new test; no API change). +- **Risk:** Medium — `OptimizedOnnxEmbedder` consumers currently get an independently + configured embedder (e.g. different `maxLength`); sharing the module embedder means the + first initializer wins. Mitigation: if configs differ, log once and document + "first-init-wins," or keep a separate instance only when an explicitly different + `modelId`/`maxLength` is passed. +- **Backout:** revert the branch; the ADR-194 memo already makes the un-unified path + correct (just slightly wasteful), so unification is an optimization+clarity win, not a + correctness prerequisite. + +## Decision needed + +Approve this plan to execute Phases 0–4 on the branch, or adjust scope (e.g. Phase 1 +only — share the model and fix #2/#3 structurally — and defer config/parallel +convergence). + +## References + +- ADR-194 (symptom fixes + worker pool + quant-blocked finding) +- Issue: https://github.com/ruvnet/RuVector/issues/523 +- Files: `src/core/onnx-embedder.ts`, `src/core/onnx-optimized.ts`, + `src/core/adaptive-embedder.ts` diff --git a/npm/packages/ruvector/package.json b/npm/packages/ruvector/package.json index 1e0927bb84..6f9c263c99 100644 --- a/npm/packages/ruvector/package.json +++ b/npm/packages/ruvector/package.json @@ -1,6 +1,6 @@ { "name": "ruvector", - "version": "0.2.26", + "version": "0.2.27", "description": "Self-learning vector database for Node.js — hybrid search, Graph RAG, FlashAttention-3, HNSW, 50+ attention mechanisms", "main": "dist/index.js", "types": "dist/index.d.ts", @@ -8,7 +8,7 @@ "ruvector": "./bin/cli.js" }, "scripts": { - "build": "tsc && mkdir -p dist/core/onnx/pkg && cp -r src/core/onnx/pkg/. dist/core/onnx/pkg/", + "build": "tsc && mkdir -p dist/core/onnx && cp -r src/core/onnx/. dist/core/onnx/", "verify-dist": "node scripts/verify-dist.js", "prepack": "npm run build && npm run verify-dist", "prepublishOnly": "npm run build && npm run verify-dist", diff --git a/npm/packages/ruvector/ruvector-0.1.1.tgz b/npm/packages/ruvector/ruvector-0.1.1.tgz deleted file mode 100644 index e51862efef7bda76b440022a2824df292180eac7..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 12133 zcmV-rFPhLFiwFP!00002|LuL-avMjopr89I%8=p!kbnljnqz0NQMH!+jw|)0~*ti1P);gB z%*x7Iy56ZfqdofGT`WVI_S|LA%~N+q?Vr*wZsybP_a6)fq$<7NA8c=J?2s=uw|Dx3 z!Ol*9i+s@^Y;F!V$QS)DKEo$ZGdKC7-@k!Q_WOMz|Nj^H-1)MXr%7)TL_Hdvktp`5 zW%cgev&cP?hJoj1K^y^~o@MoVLY+Sq;?q36l5GTFs0nOqW<;SWic0#ai)YGlKH=X-G2)jr#bl#THu?2v!vPwb@)rkWqZj ziBb`8fii!HP73UIV@Qta!i}=P6U1{IEb@?Tf0f*LWtDXqa>^m>U&olYS2AYaFqP9z z=wd>BKZs_jq9DwH#ieo1h3n0Oh;~EjCQ%U0Om_4L*wI7y0}IdIz;89I=`hOVt_L#7 z5ra&gD#%&9MD(4*5+|f|S%bsFZD7?t^ zGqY*cX>A~C+I>SOWS^eVFka#WJjnx}YE8bOlVY0*b-k?6;u4O5jHnwX?fK{vaF!JepWYn^l zWYsdo+%gD=V$NYVp&>FCFOD)AWt`mI;QO2=7eMS{_O^?3yerGTl>3f`yx4!_cyX8= z*m*WcY3FJF5MlnX0;>`~;4KazL$?2MJ5Yheud^HJTaGrWZ|J0ESkLK18`t9c*fz)Y zoKDsoSON9=k*&aN<7`lh#`pGSPsNNM)@O`6{UtWl~1J z1*-ZXx_ikW*jfB~xunV1O=+urB{uaFL~RXGbWLG&6>YM%t||z03slU^n`^oyc|ntD zoGgI)>PhsPitEzok|xt@W^=Iduv3zRh!UJ5XrGeAjr@2a)l>#P$`^{F2mO9u(E6F8 z^LM)z@W56`GZK(J(%&Tk`AVz0OM?6N+eGOlslCiorl>Ft_~eXwKi<6zu1-3bCJ4nz z68FNMCh?+mN!a#={UKK!(!vQoaS1E@t)PF{e2WR{k(P#_n(v=kzL@V4 zROf6)K+uT13jl5cQSjT6v2L_Ef;vOp9s(OogA@Q!((>ZSqsuIJ!w$EfMwI#_p>9~P zHMZ-StqJr4cq>%d|3fxFNL#uu9Vt!1Evs zvHrr%0?!S@3zE8L6trVMNKY%FyiO?^zuYt0f&p)%M80sN+zqjIx~f_jyFRa$#UM>& zaY6|!e%T^2wtTU0lZzsSHOYNaGL;v~{QmdDAEUIs4aKK`(t1Em?TU$n!=nWdmLLL{3pymd z^Ef$8m##RCxdj;J^59^Wg)52Y_A}+}xpW;rw@dyXO3NV{>z3 zqj>&17;N31|Ni67f5nmLI9@DZnHnde9!sR!;i)%w!&9RSB&hs2arN9daaGN!ATyGNgjlLvyGixCNb=rHhmvtt${9CFOztd zxC<_@ar$WSNf8|flJRNkCBagjR)9u}xrfm-CVSdAp$f;qT7=jj9O(!2kfs4^o!q@- zJ@qc!NH2Iry5!qnHt%ZNCYQvN05yJkD38+xpbHv?@p((b&n^hQR|QG<1hL{3jEej_ z9}p(L$=3C5@>SGodaTS>K;2)LyW8Y2TpaL1cUbY5m+bl-((S4v&aa|;F`>!VU`OKz z^fD9DHXm*k04x9iw@iJNT`Vcq-8W?mAzJ(@C5vBCu;@t99D%xc?$T=clNW9_?-15V zTCf^rBwYqkL}BH{iOahS;(_R+ZQIQ@9GfLsi9E4v=QE4nOasvSo)Rd43W|`t16M?BV(f!OMSk;X9=ZI z>qMS?F#7TFSQYDEowSX93NcAkcQ3$3x3AQzyO;VQ_!@PO_(0sfG>2ln+9qcMD3$E4 z)mGpX;{(RlmUAygXzB)`&i@qS^UM|4EF)NCp7`5d&=lNWRPho^M7+3NOLIjL=Dn(= z&eR0*mB8j}^3^m5Y1OJXp)q~w-;bX^1NphQ>?g2l(fZa+gI}nz?wNXl$y4;iLW3Jy z|6q5hUaQc^+AH>H?D`+FV0%6ClDe8wD^z2cuNl?WGOrL)bA4|<+}Z^wKApOGnDJ7< zl(eQeKWUa8Uqqf*PKsRAx`)+6_Q*7~6YBbpgOF-9I;5Fr(}ztt_o5y$7N6|lOxXCV z#b9YgOPt78{D=JdD`GELfOQ=^(x7SlVy&(U-Mhe4WSe5`Wb{3l`QYdlr%~Bnn+0yk z#!TybarhY7@WCtaT4m2>=D#4t|1E&pCf_jVL-H2>zuT=r(l8hcM8&DBW;8aN#-(u# zOQ2$JkeOG>8ebrlQ$gVzSQ_`@iX$o1oF*{YxUDs_Puj0%N1;}B++v^5)jlkf(pK#OQ z_WV_w1~tnW{wKt#|aky#|`oPVnW?QM*P8dlB(Tr^*6?=i%4Z)9D zUZFeYIg&a{Qd0Kmu*}-Cc==sh6_FIhi#`rxS1T-X+kz1q+pQ?Z2utVph#OC@?h>z4 zv+GxRn2H0fHCXOrI9;lDCoS?@lbb9FGiD1kH^z0wrBkK2A2 z6@1EV2QC^g59`V;2e;(aI}SjQEDkCJX%={C6|22z4*M_4L9Y{sRmF#GmEY@Ca5s>ftsn63UeADGGyoR6!By(OVghHZ zYPr|v+*nw16ijJEGeRD1+vCdzHsyJN0LwtvVA^^X#+8jGR_ z>KYKiBlW5BNHqYf!D$NwwRM2H=N~l#iyi)P5V_&Mmg4g9+Qx^9yiy_}Qxtwb=@IEP zCS10yIUt?Jb;brQngmL7%r{XN4oh~1pvu)`O`-8nZ>6@HMp#KD83ejhh@yc%P60uc zd&)X+A^1iunqulc2-6p#o53K}LR<0z>w$B?UYt=6ym4zm0<)6fm`69GBW}z2Z{@pr zlm4HEtJ}@{f9`B;)%bt*x3?aY;{OaD;Qw3y&rkko6Q&`|B^Zia~it&9W6lEzl2;nM2!PRaE5C=AS=4QbeC9RivnsuRJzeA>O z3YR2N$Czpm03{4KBp49D*s#eP=lF=U-q4AYrgSk0FFGWT0^oUWNTzNWPF(L4prO|| zp=UI?IG@vmVvwRUHz7a%$Q+7BL4+pjJ<`IMMgR717`w3i@h292R&W>qFmt3+YZAuKBu z7@(E~5SK8-i#DRPBwz0Bkp_2KY5?Fbd54!toW5fm!gyXiPa&>weVwjI@N;cEj$$K&Fkhnw4Gj4ma6KRT}R_^W04rP30ku3d^hH zLRy6*){6yOEK|4z#t6@h%%!=K|4H65fn!T?CRN=!gU)@gm{WByy&yr>Oo{8kJ-zS( z8B`F>B)vnQ<7ok+nnIwwrXbj+uHk3%BtAz&9{P;8n$L{RL4T=FCb{yiCsCY{DV#bt zrHFrJnU3j*_+!pcVcdZ8N@S&;5S`gCU;p`F{ObA3ANLPNub;Fl4wTQ`Bx*I^iV=KA zObh`V$@z!P4xv&p*}WbX;0SzN$Fnes&9=^>bW7-ZGmg}xpG~i#In@v!P)I*86}j@H zozyt`56LqcWOJGbl8qpgM!Ab>0PP>56LMd(&Jc3K$D6V{1$Qsy0AE!UM(DDr#9mf8 z(P)MX8xUCv!~ic(FbYKhHy~}?e+B)L8YP$y5Z_>es{0e7$?=>*B)zE^mqL?4N+uM@ zB2TGrwk;Uf_08c1q*ime?W&1b*)s6Ob=&3iWDGJ_?sNsZG_X=pHWcaQ>8x-whKqOh zPpMiV93|Zb&b7_u=}f4WotlL(tmulxErM6<{xaV90ZNgq$P3*xt=h3_7~!r42&KCW zJd~JsH2^LInG}Heo?U|bub^uh`X6qcpIiUy4+h(1{cq#;{@*`9|NBVU@z$L3Uv~Z5 zUg+jN?M}n^yvHw*_uLtcvaSew1ib!Jtp9$$bpLl}XLIv*{eOR^ z{r{b+CBe7bX8gS>jF(eJ4I5t2^Z*YknGWzzw93t z)|FIM!CUZ9K1;m@(^VSFgf8<*7^L&(QFsBF#+`Xl3{26O2?uQ$Gd_qiI!i>Xc-87D zy*Q5(ADVs3>T1IdL(Ioc{8piJMG8B$m%rq-8Ih9YX(qmdDk#3Q5eG~#V0FXIvpE}| zBtNr*m<=M_Rf|%jh@-<-EG?nSI1REmxln@zQvro$fov>KLP(is*)kpWdb1##=My;K zg+MD2&3Y=vfvV&O38sm$Ek|cjW5=A^+;E>RY2?$$3#gdBD^8!K3_=<*XazL!KL-PQ zVE0Ayc+iOHTlT=-5Xo`kV&b;FWe*w}{ImVaCjNw!*@NlFdK-Ov(6_fGc|b0b8;81S zZz`xXngx*#O@R4&Z?I+e?LHQ@uB=bR|10G`ZC!uN#;{uc+uYa~l;poHWTm(K|MT#F zbS48=qQ;O69_(!HJlcBn@WI3WBgQ0Yit#OwFY+H7MuYiS^;Q3XFRbn zBz?xx;X3ClH$4UVAF!e_a+jITd{ji5R^0(rMWumH$QdmpMl?^{@ZiiyWRCVnY`KYz zgSu%9E_f3+I#uyQMIG2DAP`t(4s34#?U;ttD`qZYpFTgMNfP)}Pv^Ezjs?QdS)SGm z#}LD)$)CvJ@+eaf#jq5|n(ZfGlEvnkg-vW4JXZe=gGKMX8-^JMxYyn!NEW8;hJo^Z z`euO!QE+3OmqezqdPQaK*-X-S8C+u#L{-^Q9)_ZX`~I2|X&9eZt|K_yugt*C$sEqL z`bwnB;>4Y4oxt)35zw{{##rO!Y+T^wWFeZtH54rwSl`I?PV=SNyIB&SXXssN;3#K7 zM^SJ5;uRCEF0W*Y?6IDlP>;jGrUJGCPtKZy*d3h$kJlkQIMuoP~??$YmWFQvj1gndiwF^zw7LO8#`tB zZ@a&9EB}3t4~D+w`w9wp-oo$BrUV!d-r@^S=k>_@5gO z`nUGK&!hh-Gv8*X0T*c-!-j5EYou|Wc=Tl)XN_S){!Saiw+-9wrHRMMCQBRdI%rCS zymy_(!d))WXfWIEO6z zz;O;bPaNloD06@Gegr@c0Lb{;&iTl3W~0u}Bggr9#43L8IN!56M~-vU89N8R>;v@u zih5WUYdv?I=TJ5r*Of(RM%j67+1HNq8q4k;LJzP4_JyP5j3HyJby8$FyJPq{c8=a3 z>^jbq{SJl7n2p$e=Q#b57>*}%%%=j{~x&i6&zx9C?djXH~c$64&dk7%E*9>^?!)v8KP!+?yPam5m^#61{0PQaSI7OT^-^S%Fdv6R}>${3le&=-LIHw3J99=hX{Soj!KH@h&oiH>2{Qao2HFBISY-xMMhOCTx zIO^<-9A{_5hq*94Y8yh}_zg!v)PFxV2NJiI8cOgx4@Zvk5Q{z^Kj{@cq#W3jAJMZr>yE$X%wQ==)J8-glgMAAT(Bm)q`l&Nv#$8Tod_ zgh0P|myGV$5>q~MoE%G?t(vxU2qZ1`^9!B&vYu3+7;ZWL7N@d4V0_n6JTc$|%kc zpp^qPsoxpWB%cd&>eb?{;tmyav9kKAn!k*yu`>$!dKoF>nq?vbkP@&}p)oAN#;u|6 zpGyCK;f%j?o*evm{QBs~dHEN6;eRIopN);J?ah+>-`~DH|NShVJL!>rt3)q^q#NCBzbWQxsA-cXL(FVAXm4Gmxvf?;BJtSEihgxNH z2`iz!h`rNp;kpVyyF-p*?^IoNfmH+$;MQLe20YK^&PS77?`z}Y`Kuor$|;>C!IH^Nyx;3dFj^atl4;SOAF zXRBL8(;)kDMI+C>{vti_g|%+d0~*Q=&BAM~5cWvi8w?`6>rCRrr^yiV2R1S9u96n# zs=!p$4SXoOp_c`x!|SiwTUNl{ak?}gZz^B!>&TmT9exvzT(Nsw>II;}3yO8Ia`5d4 zaWRj?3BN37)K%B~+PfwT?Dg1nmtabAct(itGKJdgs$Q{fMQywo%cTcRVW3X`4zAb@|QILPrnhr;TMaGT?bqX*say7Xp%*(uILhf5nVO- z(S6*Xun77oDZEgs+F+;U-)Nx^f7PEfhhOlf`7VFG^cx*v?Wv$|hGY`QA$9S=uz8f8 ze^hbaVZLuako_q<7s|mi2?&ADXx3s~VhFQWF-0Kqmgwyze=gJ4Zru43 zn>ns20MMk2>b!6xcZMv`s*kfKp8CLtbo~j$;OCfNpz3lm`n?~5n8vGvSN0-MC z!rHQN>wXo-VTx1*9@yP5h-g7OsHLrmo6fB}rDxQn#==9Y2<(h7x0?^Q)MI9h#4PJh z@tGzqsu-qAP$GUOiU!8>N)QwfAThd85coqK8Ztbi@wRUdI(>Vi0~FJcPiG7m7#Xlz z1BH_$AVDb=CRi4dK_m;oc`^2GA=IwG8KRn5MkF;Unt*inl1^y?&#kfvlzb&lic8&C z-#p;#Q1Qq1Q06LnIHK7+_EXF1k`un1aS;slt*Jf4a3d$AE2awe$x!eiRhO-2zLpIT zZ{KM^*aKLs3RKoZN)Gi+t35RKleh1n_OW~oSASFm;J}(y+fCa*fc%O+fB*pQ-A^va z;Xc&iE7hpRxjdBJ$84>m1wNqa>8!3|*V4NG8bPQxNMHomvWMBi(1`-gifH~=T)g}I zjfS-Vf2=(o4Ta@v&lP1M%)fg08A^L0b(5A>WDE%?%V;C5GaGGQA(edl?D!4S7onu$ zLaN+zo~F15(&FnZ2;rHT$2|4{qskhQaj3+_U%9j>2CX`11yZRLA&p6v;U5g?5z8~7 zaaC!Q78#y0Py@vHm4Oxn6%=DDuyk@I(AGmi;Of_}w6GC+k;Fa|DGHe|apE@332E`m zG!QlmxcxM77Zj`}SPpL1KpDJP14UlZWPwpT)9eBwui&&LE|kH0Hc;l6MXF@V4Tkrl zDM#u#zx`82$y8GS9^P34c+Zr^0vbGCq#~{JIn@H6v`rW=#|8{dlM#_;TACVj2Z!*i zjFw`Vtc#oWCJuwHV4{fv7rb_b2#WI?MA!#@gRW$>(TrDYuNoT)D{x;(wm$ft-#^tA zyzkP;gj;}9=cupwQXIE>N^c#M8i%z`U@0n5Ps7Avc1vWzQ#Py)j5GlK|Z z!8b@1>ObCkd~t+%putP5UU3_aq1y+M7v?^Hx?YLi2!5#S1hUHrg|tp;M&hJxSx`bn z;Zyb>SX0ap0}KJIPbD)!x58|6<_ceLtGm*O*fo?1870jHZfh|XA)#7b)3O=Hv%r&@ zux@$M`)k^&RA04pW+P3g8y2m-#9a2aRDsaiW-@=#V6}-38dgS77Lri)y%5(&v)=L7 zku`G`S?0+yPANA<9|+?Zq6UM=UIA&HNPC-ZUIRS#B{-VG{Egu9LP_rs!jO@4%&!G- z@zv^*{a}hxV1{O3?crZ2{-Wx^3C72{=BkO0PY(%Trem%d_yF;do6ZU20Q#6jGigBO zgTjWu9GYVsWD(Pui{r@f+%wluNtJoYe9Bxs9=&T>YdmZ)B%3VgY*DKOCu*jddTypG zrhWTShk*DGe@qpXxKXfhLtY1BA$AlPKc1Oj5W=ICV4zL`Ocu;&Vgh;yFg6g-b{!;E z4PaUC)X-e35EnYjRO1b%2kZ7R4ycXcnBKyl!tim+&A{$=h;7@@CB2a76))DeA3fmZ zpx8U5aY*9c=hoPjRC3MKKiGL#^RR_xv=C-re%D>y+$Jp)eK9PlOa)PbhV2#PR4{bN znges@vLJ(?n@#7CJjnx}mdVN6r~T)L`R`9Tr8E=NP4t zi(M%Qhgt~blqP3DgY1k4&)}8)45SG!juStKVD}e?-$Tn9*yP?lQ!To8uT~w3K&D7i zeEqU352L#2l6t{Z#_Hg@Ps&Oix$lETzR+KxVi{6RlOpzoWo?-FfQp6qlvOJRLgXkr3_0w^MkP*+m|0c$-d&<23M!Gv$qPt*AkCA|y`YI@Z9?PRq^Fx2MAMG%7td?m zl$1iITvV0D6I(acmn@bN_5@rWOPVM@8*lCgk!5WGQZHD5oFJMBTzCpv^I&(EQ;d@o zEf=iVG0jN6B;&*0cpvG9%?@vyjq|cJg$WI*n=(Z}JZfQCV{VL-=CFJB(4cYe9+rE` z!rEBY(cvphcqwDrSl0CsYpj21|3B%^@Cn*j9sg^4v;Uyz|JUE%ynX-SGyDHp)=kIq zVye6Hcj=OQ_Z(TH?C^5$-jKY8S0OYXlj442+HX48R%*oW#%7=^x?l{TYsJG3nS(q) zQ?dxc5chTUoF#(erUvK5ApkmX(~E8vcOi7DvW4|DmpCb(VQqN|3YFJ62h~n(q5e@G zW&yO%p0(v*K>zHJ1L0cGK~Zo&&V=QjsIXvcNI*=*a}?y#L-N=KZ=vNfiQfkc;Ik2R z6EL(zG?>jN@<p2v6{tI(V!4UzRv^i zl;GQK)m{c`nRGydV_S%;&VO#!OF>YHrVVmO6s`}N29klazHFk&;$6ogl`6QjSPYtA z)i!kS_3bg0&9N8vuCdCPI<2y_Y+vtnAq_BS#6!zn#c96#DbDj5;lbP9>z(ZX!E<~V z&dRfV@vi#y2l{Y)Fu9pSeQY)Opp$)hIA2^_5KvvMETAS&IRR81^n*Xqb%*(?%o>OG z=()A_Aw85{<0u}AtvG$hHVen%m?qA?3&+`zS9jEH_*T6_x8qxvyc>4O6O>)BENPyz z)mz5;uBEFE32xlM^aFiLS2~gELXV{wf@#2%Pj7Mm-Bmuru=(qcZ?&%xrO*c%q?x63 zAV3&^Bno&XH{cF`Zwm|`VJNk|v{PqHJ1(npw->oSQva(up}Rr-@4;YD8~<}>tMvZg z=3wK&t^W5}^uI6BD+6USOS=pv4sWeH>^(nUJ7PxGfzCeq=|0y8LG1utg%gxzQEwiT z#{c_2|NC!c=nbB`SMd>f4ZsWBA3)489G6)Bz-DezzzGcj$hPf9K_t>3g0Fo^5@q=! z3s37&Ne~50kX&5F)lw2yOTwzw_NHt*#X&;&yuhZ`IL}q@+Be{#E%G%s*)?2Lzxs+a z51v16TIGOVt_-v+eQ_#|Y75b}8tgDw0>FQC#)C9ZDX6av89vfz(2r+T4H_rdD;q=r zW`mv^)i;Re!BtI~XWc8?SxKZSFRZ8tZk-E-J_@Q>FuX3*{z=z=gDOiE-skF0m34dZXKR zNdsfK+qUwESD9u@Ohpq7>0ozkarO;jjpt_FFgT^6+q|SKB+fyKPoiDGgEgfw z6;1ur>nY`PQ^)p!fvq3Us<3@f#I{(@z*b+mAA+r3uLj$Pc0m(nc`O-%nCho{s+fs{ zt~4tSJlJ?xp+uK;XdNAJK#uYyPkLmF1ky_AB0d9rpsS!K(UcFxf^?_X6DVAB{QG}0 ze<-X?5F+)pWy8Mw{`dc2#l-p8mksOF%YOw|&KtM?*T?@FZ0~H9?*9)qZ{Pp=ET7vK zpX*E0&_ta{V@U&TZCjQsz>V0)*`{~z4)|If+)xf3A9QqA#GTafi;Z9;nY?t$U&XRuoO0C*aJCkc4P&*cVlug8|BZ!TA;E6|gU zvn@AC+zU9SorbXsPp|XZRR(1SLpr4iy@oB72qUAP35 z(Il-NpQ2r!;m3aS_On=s)>DN|eczs83Jixh6wG4r9xtzaTDTcrJtXV^AQhFaI}c!B zj)DmN0M&uBIw&Bmes>^er~3TB97EOv;Juj}pbD^nQzPn&vB8i(swq5EST)evX#~Uf za34mBIa3;tS5V+_p+W3d2Ll_?gzb4*Mibf7(n*Iw$T-&5&Z?v6Q%=x_5~kF9jX);c zC#;4(%`gWh;!?fByU-k)%18*T-oAN<1n3gnCR8`pjh4W`y>MZj#-J5~JAx8QIlxj( z1y+rFD}rd+T`G5SQL8ra0;{bYe6^)5>Kd^b)v5{PtUK~aIJs?1ydGrYwRbd?z z;r&7dx%wB8y8w%#8~Fix0m4H#I+T^cAU*)(RO$8x^onQ_;)(78y=g|68Y07ER*l47 z!7C`*kO{S&BY@A`)UPN>m>*7)1~Hb2=Llbj;-QOzh)gcP1}-Z>COSD(Fj#cAVVC3t zZ-EpL<25RkgNLE9%-78|SE3brEkCQrM%irLQ`T)TU>9^aQRYub&w?A&FbiIo;Sa!8 zU-;iGBEk)UZs8`si2{>63^62&#l3wUfpwe>s+wO2Cn{xiB3Y(lLhm=O^<|8 zf>exkfoy}jMQ|5Q9auSFMhRjmDh3$1*>wfDN#W77!)_pe8!2=5GzY&JY6Ca1D$B-=gR0Nwxq`)870 diff --git a/npm/packages/ruvector/ruvector-0.2.26.tgz b/npm/packages/ruvector/ruvector-0.2.26.tgz new file mode 100644 index 0000000000000000000000000000000000000000..10fb0eb4859eba3862344a0eb10d6db4db998779 GIT binary patch literal 3176109 zcmeFZXH-+$_b7Vw97UyB5LB841!+M*KOgi)1 zf7(gz)|_*)RPUQBD}?2~rfZIBX&--^*0|DpB5e#e!&TA3ZY%^%)9SGbLkJI#mYzJv zK@X5SNV>eW>V^G%J*QOD-oJ{}d-u<#^PioJ{o`jm{g?FbjgsnbU43gdfZ8mdjSlR%1aeOFOHFlx8dEjH~}wyKr?nje+=<&DLiA zBM@i?Lab(P8V)IZ4LU(ufvPo8P8C6|Ptx>HbP-MQft+pkKx!YY@fvJt!A)}Hk zeUbD~rM~!`Png=BQ(H^j-G-_hM%Fj-T*3${OmE$zwYJmV(#men7_ggJ<4UBrPPe)%67g(eyd7~fm#7eyb^NesTwKYs_i(LVUSU@pU z`8#;7qDeh@EP$Ysyy%6Wf(6%r&hw{@%J+eJIz4x;zgrB@O056fgy`-p5ywOyB1t7$ z$qBB}Jl@j1#ia|D7Yks|YJ#B;=AUT2(^?%35Q0`i6AMc_kwmX6{ONugPZ*D`$XOER zsL6yI0u#dpdm0K&=WT~Unp)~x21t4PUQ)|NaRy;s|3JMLRINwYESVm8DrBCa->QD? zj+~`%`+!y8?X4bg;CXlB^3VYMlm%SAj}d+m3&}Z8hd%k?n)BHHU}f5p8VR---J1RC z^~0FMJVOni@&1YQJDhDvFftaR(hKh}+l6`> zW<<*l4MJ9VKIuKETDF+BoLzq$ZJhJcSnDa)(rKnZ|0hH(8QZB!dCVqWpC@hw)D&nj zwqx@~VzE@6Bd=A?pcg|wjLMm#Qi#n_w>0sz>x7sf=xvr4V}S>x2e}f{5X$8Y6(r0j zQQAewvrL!0f;la9+u}TYD3vqFBUp@O43mlNAYaBxN`@C>i0&v!{E4GM!^oWpBL!GN zq$9QoBuQ+$pwlKA$DgTBCPL1i#KzD#bioLU_H0XIv@c_UVLOCtI@~rtL&ISi$bvQE z5IX@orPqcD)oW!eu%khev&j*Z*?%arxccZ-+#wc3#77;j6eReLPzu(D=GIm~fyAgQ zItMRTCsAK2L$xGzkA6|u=kaT-x#)Q;{*c2Xh!ms{TZ3tw*fql7+9YKNu|9>6`1f7mw z;J}o?xm$wKv6y}0@D>XeMS33GlHbn3V|Mo4r?`j&{ZZnf`VdHJD0QE2T^Q0U~iUBOy$wxFuR<~qQ;P!S=_Hc&YIrA96n-Um^(GWuubMa-@|L5|q9nd$1U5&HDh0+>cgW(D&wJr$ z+#|!yJRlfHC&QTZ$rKowKFNb;f;T7aTmso_bQ_UH0>Iv2_y6xuVCVFL_T_O~*C0*_nbGYYzJa(NT z^ds5-t|I=wI~+3!WjpSJQN%c)KrX(Rb|yg%W#@>pr5~pGBII08-Q~fzJD{dAPW*4u zxYT}(1zJ7fV}NdS0CIUzlTH7@;<(ulA3g&6U|irl{|gMir1hA+Sq`Ylz++n1GHf?D zwf;NlRr3yL3tevOF%19S+y4c~b^<#0)_l4SL>IQHPAXCSg-(%HMfMLnu?!iT+6 zr{lJdtysVU)FBLTCkTBX!tgnM8)qm8vfa=P|7E=YFL(a}N}^3p{%<0EiZ=dVf%uM- zJ^Np<{1WMqOaH&mK`$S@xOm+87abRPOwR#E$oS*|X5Za-+m{+{`~yrDxh{Z)o^Z`y z*x^VbM#au6$Vj*V-#ek9jf21c_8TPLF&}^#YH~oSAI~q3<2BoG%=)GUm*oswU;LEL z6TvjN>uhSm&X^nQr>Gl{mCvwTfWf4W4paOzzH@23BBRI=Ey?~1$0Qt85xId44k*Sk zB!oZ4f%|9;4=J5s4FkO~9nM@56q4)urVKs~WW9i`Xmy-ec^LuM93C{0K(3-j$m`_Hlb)dqaWjG+#X3h?|9H8@2CC zF;lTgl!2iEF@Gl@q?^s=Oz||9A z%&~~=-KAwYq9*mY#tV`$-n&e}q~>>d|MPR^CS~K7A8UsLKTxs{ET0aF!K*)+Bt^_h zmRZ0jmLdV(P4KS-Mm-`x^tfdKoD*}~=YK{Xl1&1E$qxUs`^uc`o(VKSr67z>CfB)Y zd-)%Y&-8&jZe8OZnk*j4m=yoVBTQID=R3kkDWM~xBj!1$0x}<5cSs2+Ka3@Apor{( zwXfR-((fqy3G2bE&dBWj))D={^K-b+RZ#J(l!oZ+f~3SxEVg;B+Xxh`Wr{^MUkXo; z{9%So7*U$m+bGk!a@$^Y%YY}ACY1Iz{&#E0)NBv$f3&4h)pP7ndF#q9#C@NEh{M`z%Z9C&G*8Y5o^R zQ;5O&5q9;^I)p^Y;fOxL%r*h3-7!46U>TMlF-B^>L?`J(^7-Ij-RAU~Y8#m|Hx6(b zCdDKdtsHxK`4)_@Gd_BCfnC5O2*O9Jw1$VSa*mxrYTEBn0J4<*$A&T2(bRZcr(5Jl zzGA%t5C`Yrhh&=rOiq)+C8T|e!vae+)6+NVj)xemD)#Nh18}Tr&SP3Y6FdUm z8~i;>%$@s6F1pw9NR`arSK;E66aWol52_rni>fK|kp) zDt~&pF(}*Ma7Sq?*B*69VN+2Q$N`6(2a-5;S?BP~Z4PCSN}0Wu5K)it zz(ur5ic9z4z9wnU$LHs0OV)G`FY1qeyd4qWS&|pn!ce{Xn5`jdXb;YhSp2#uCKR&x zMIADNkO~Vo z&1^_I)qf`6YyDUkbBI83`GmAsJi`vq9(q>{M-K%t9;(^%yFz@e+ZCc1Zo*SWC?(nL}t)f@F_K6RqEF2!%GX z!~c1stuD-zK>wR&EAt`o`4Y|?AmK7gxXQOEVma$?G(}<~-y5}WHw)cnHUE{L|JvY0 z4&o#x-F=;cOE``Oz>Y%&M{PtM3Micv^gPfAH}XaA+R9x?PK-+5KFRzd?t;Q)AViDs zu3g;OQIQtKKKUVwwBT1mjrh4cxzV*cqAzw1wWc8?nwRT z@~}-#0{jn|lSAtFp0JE19=C(+p@mzZMR_>^Z|Gw^9g(3b?O}eyqI_qc@*X+MC+iu? zQ8k95zIpx2>0eo38JoOwjipsGvlhjkQO0=+X?CI#rPBoc_EGb&`x~j61#)J3F20<5 zNr*e-f=kdmU|@`nMP9s6IR>Q&KqX_b3`hb`B_;hrPpW_$yrbb&Fm zL*rQ&?0n@I=v-+3sX)TW4jBQ~ro|LiqgRY|v5xMnRjxUCGC*CtELhslr(8p_p42>c z_Dw@{PZ!i}WR&{NV$AIe!5AUc&ufbpR-PQ3pKjr7Pcn+%Xz z=^mB@0lW7LNnjbl<0#s2V(%~SbOZZv{^8NifZ4NeN(y8IWtRGh9FENRji(0pviNC_ zz*-U#D0jUpd|8dfbQ!m=YlGVQnVwb;YBgn%JYb(*rT6Y|; zCY~{JV?OkXBMK*`AK);^hB@=rsa=Gyf23NxL7`)txkNuC zBZ~?1+=u;$&O|*v#F=MG|H%$hc&;g-YE;UQPa=M|``jgyFK1HVcBOP-3xBb6ME%ik zz6B-G8rrQFO9R{O=O3OIJe@Y0hO8cW4pmA@Zf+1m9shxW3JE^1_YD7;cDn`WL7eUl zQeBI`z7d@*a`aVnB)X{kqWOsN$W@nsNLmYg2F=?5bSnqvyEFePjGYdW1jWvqJ|<( zyWic}Qr?K{_XQ<0*?$|2AQYM+f2`9_cd0$fZNK0juT@9bxho9FGEXxqC`D#?(ROD7 z@i9>}3kAgcZ$`eI#8}q~7l3nHTbm3fI@WXNllaEF>HYPozE`C?HXwcar?E{s(h~Gz zGi*24jr^y$&`h45>E`AL9qGn3w)s0Dtnh(36EJV=V%^oTrH>zNfM6XoxpL!cnN>kP zawR;LJK@p$Pcq)+P-h*QnH8D7PnmTu-^CjlTMO~I7u7ZoywG~0RZz-0A$WI0i;@;^ ztZK|@%jcU|Ytudpvcxt8npO$j=-NC1$(DvTFmASfTgD;Z+3^ zz^aR~e%|*TuE99uwdYpB_hdqt*I6q|qY<~S4Xo0?1gU8bi6B@-Klgr7zUpVb%_Y2K zt?mR!k=NOIiH6vJ47FGu?UxqD^6Zc%^&cuOr((&g3j{HoB~}V=Z$Rpsb-1w+m^ty? zh@4hE5g`%xm#(fqb8XNo)T3Z+us43Vjx%}0a-@Gp+)hrSxjJdzNY1L~S%h8;xHN-F z)&`xg8t1NPh&aC^&{`J0NjV2SGf$qIy-N2wuV^;C7Wwt6LxI!sSr&QCVS4MLIXY;4 zu>VW*TJVb{QvaO-S8W&px_|My%*kk)4{b+Q@DO7ZyYbo*;D>;&d0zTVcpT2( zuihpjw=|WjpPr)G>2(+11kM%a4_Vg_Q`!j2ELXgM;WZYP9iMO2gy|_^X$F;W&lCct z`plB??oCGrm(4rF2`2r%QD#sutkbaCCTn%HLHN1Wx>ToIo!^+i)N3G?uV!FMX!T;F zi#h^-a|qD>sWDimK{3Pbpp+eS>5}Bz&F8_~D=Dm~TQgx30eYX|k`<-k(aDHAz*pWQ zYUr**i*B3z;*NC0&7zcT?~CDJds_u?;P|?mB|fW^X~EVIw?<{jS;9Vw-?kq&6CiE- z3U{$1mGY}E`Ws1l7^^u;=e7pRfPB%(lh0@8^fuzQ`v+@G)oL$>pO&-S_2b$?+NOpq zy1*CT4(wop{qQ>}y@~GR`>I2aMf=U@IVtNbLvpj5H#t=ooEf2coHv-&G4)7qk9cuy zQ_&_Ah#LuJJ`|k#xWNkWJa^n_%>h?3?oHUwE2f2r}xF z#~W9rZ)s2f;mGRwT!9*_HWoByU;h1B=aNR?*=zjiZSsZamvOguCo@u-(57>_OK(gw zY8Spt?uR!XFNV^I_AGuZJ(^y*2Y#>qNT{d!Kfd(W$hgwrUG!rsN5^53rrl+%)tzy- zyeK*LtSz>8A$G61u;E6j=W|BM_poXi`Qa|trsyBoP__p-zksk8Eb~`dPgBSat@P$u z+hPm`qwLaeX7ghyit7TXwlyte^j}6!C=VF;&KV2z>+rjx`P28k^z0q_43CvpqgaGG zdc(A1@Q!}X<9bk(yX}j?EXtlhR$nB_Xrf%bIz=%7>|Vzjf?TsHpI^8hP#(qYex518 z&|25eZO9UhxFvt^$q%xT48W@lKC_9@27E#mv<+8?w^mdQJ|>4fi*Q#EPj=K#${bp@ z@}-ndUeN;x7hU3~Oc&*;X~`&Q2<{}x5uh5y?PEVxk-)bFbQor~%@;6Sa5UI|N_rThg1C;ji=IMPjzzhvA>{{dBQ^)}b$UGHw#(hS zeMtk6dc%pBOGxq5ZmG~Fy~4iS5z!*_;#)qjzig}vcDJQ&4zunDB99-x8vH>1nlsLM z!x2;M*?#I%*RRw7cx8JRq~_2JxKXv`KPC-&*Z3Yjcrn4#iQ0ii9gABbO%wmf))2jQ zM_{hCkSF1kr0QcgOPD38V8BV_Yl&cGFw=J|yghGPNhehlq|wmdm4N$k>LTOV1)=RV zU-S6#N&0he?1EFJb8e;xBjbLJOGJRR{@_GD7D>wMi5{77aBlM^jNng2Iht>A z*93e)mZZHfk%7|f%1RrJt&wA4-@Fzz&C6}O%BgbjXH=z4G&#Zpo9@iJx7uBJmyWR%Yhzk!H6eaAtVhi^Feo5FLW? zJ74b2uDhKhC(VqQ#*+HRZ}u3(lJ+5@OM4+k>)TLm)5cC_Yr90uxM(=RQr(!akmZF} z-w^08x*xpOBke5l_;7<#M$t}T{K;jyLUw-GG3J| zXk2Sb+UcW__|r(Mq_~GxtB#^_MLqY|Jr-Oxe6C#6p6VGxqrZ6lN%Z^I3O1b5Ao{J7 zjl7fqynN5WdRoyj_7$9Psjt1)wU-2P*Hb+9@mtc?0G>3SxC zc>$Q?=LOxf+tnWI_-(&x8J7MRb1m!U+nid!geE@-3|ifPt+lm5I!daxM2{)zwqI4y zNwe*NCD%$(ABc`nYc67dX#_rIn&y!EXjRf0T!lb7Y`Bg2UYs^lr zTbUwFDsa&3+yUzP{*|Y4qA>Hukl6MlIdG@dxj%{4*ku`%~`|Y zii!jEQJ)YBMjxvosiyY|E~+e(C%{pf_R8ySy^tMP%z49+RgtEhIJba*`nJM7e1ZnX zG0k@;l5FFMV@C@}zbl0lAHdHS6GGwn5$LSLx*44_BqY$uzTxG)jg^kLQz@}s_h5Tc zd~bWzS;1aM`O`>)l($j9m={&1guv9-5zmeE74|V1===sq?InwJ5d_-qQ<0ht|5e$O zK;7_s8}@c;^#wVzTew8vibaibQ@~V$fZ4`9ez~{S)2V8!u*#wIA0_w1sV$CO%nQTb zYaM5tn~RVUPI0{AqNLNvqsqQ!HhUZL%Ks0OM{Ke_L1#; z`;)(f3r)M86t2|vA`ES;MQ;1Im~{P|)_SW3faDj|z-zexG&Sy3qCn%}~ z*>Ih~jkK+CSk1o5{LghpBJ=0xUa%f(BvN!_$jl1@;S>!E5){}t%04Z)2DhoZG&kx zv*Cl2gCcu^LYwg#Y7rU(@gd8ev$4;}Pj|Ej#^YEiIe$cjrl*z3@&pdt84YVTK%t5} zV2#^7bA07~uQy3$4&0ok+VD(&r=#Ze)L#QL%|E}SWFeYF7d?Z2xfITp0R2OjXOEUc zu#G8Yyk6|b01JGEmFOzXs8V>3r*J#j{B_h}DEa*O3?u2s3`34kt6uX)HN0am)hDnD zJ^s7jT2~e5(vV-^M$u3)zKALDI%3A^(X6N3i=q(Bfo*B!E)m_AT`~X66>8tOYD=?_ z_Zyl^JKTZFSk|mqC=?PiMb8bZ27W>@02y;xq%T!zv|;PC-z8y%_ID)2Mk6ehm`Sz8ReV|@Qf;O=AN+7I!kr;kpT zH9P0vyanFi{>h{$hG!vhmR=8a&R7|n+N}A2y1U>(Dz{E}2B0@TKpJ*-2r?!$!}BQf z%a`*E9*lg6<`s4EfRijWr$?^_REcz{I}6Pd5)E#a*y)Z14OPbUvkJoW@E?f&dcb#T zSt7cTwqZ8~qG@RZ`#ilq_iGe|fU7IrIupKkEeV6WIU-=5L3Zj_EG;TBpoz_A5Rc%by~W!n#e?w>s#&INH?m9C*y^kakCcy#ienIPxJ@^x&PycRQ_Cq0h%3=C_}SIbW8S z)N#w#ePduK-~u#IJ>{#+@UJ$nnq2)prQD~Cpg$fBmg%iwj1D`yFmz_(LB?40zZ=G_ z&ma4c-)d12G4pozzMsWgbDrF9tg}Gd*g#e%oqi18Z`z+M#xxDp?ROdY0*?-ODTsru zcl5dzZ&d5$HV2zxY0pkkOnuQAob8fAB&Fi}k^8jMH}BH+oUA0pcZ@~->^HajI<6PI zzuxHrqZ>C^o7bsoCt{heo8hN4cYZ0|?V+0L3?gZQCoiuul7i<*gX(D2j6(OY4rH)B=ktqNLU9921sTRQ z{&>5<4WDVd+Wt?09Kv#oj)xEbY5m7XJD+2VNqVqJJnGzAn=%HsBnC}M2D7R1gv}PY zRrBC`pC@7x8|gVMJDH07vr3$w8-Z#9X3a+A97G%6VS$sk+-AXh-z^o<$J z2^LKOOA~P+SV=7KTp1Fg$Nkxd=4o96I8i&7(9-zJ(Eq`x6YP{uCp0M+& z%`0H#Fo#DQzd8@tKRO&yN3O?)+-7l(pz6-qv<1|l;IG0EGesZTa%);UccP2Z&53t_5nWDw0^Psw=w|Cl;s7|@Za2;dq;+rmjK!$G#Z*hZ z$Q&Dz+h00;y7HOZu<84@Ob-xtZdJ>I)NqL!p1#byC$&?rA#Rwm88PPi0xSD9Gb^|1 z0{w4Uw_z)z%Q0crrZEy8oNB6vF2ct@ccd7lZhigHilkJqw8O@JYqhIl=Z={P`QF@* z5RGeL^=t69wxg1KZ#w)YO84v~py9L(!r=O>bVAN=q=@V!w#?P}lW}WHG%VTx1YTIE zK}KGQNe`6z;{$)EnBFirR@#1VOXjX3UoyZJoOk zTC;iyWKNmrsImu~v(j0nT}x2Nf;-wREPE>zS~N~d<%%y0R*_fhAFc$;7B*Mx$DqzF z=%+t6>U7ncaRKU?CKw@c7&dW-^>VKvk8g^a)}Ch}i!bz;mg$|GC$u)Jv42@)O0LJ* z{1xo-;{Dfoi&kUK4=1`}BJ;#+Mq-o*oV@tbS_Qc(c}FmCD>!6(ZqfF6AF{(Mp!f?7H=Ih^DCG&+*8MBY7ktr}6#t@?Vn?oWK7O z>8j1M)-4-F=k9N8ES*#;G_9K5GwlpH!&;0`kTi|gFfduyfAFW2EO7T(VBoogGVMib zrcP@)os*gN;iGQ~_D%l_#CGI@o0r4=(+c3}?YG7cnuB%Qj9aZ22Fg21$t@s>0Y=;a zg&||oEf+)fu}9}il2yX3t9)I;^S&G}8@t+QUoEf_U%_wQphjlp0}uNb;3mfi1R#0F zG?_q_Rg<&)o(_+19!yDDHn_*vL}1=7t39)6iyzwZ>U4|hWbb~vOL*oH%7pa7(dh_n z``1h>fVf9AXV{_f?WI+Y##^g%+1d{c?!pU-^h<>Iy>a875Agk;9!`Z?b9l|J7tWO0d_)%1@2_Z?i&zL2@aM>B{|{MHdA4kzITckCUs zF53JdeTv|i=h(l%uV8g*Il}U(IsIzN??lZTzfi*$f?OK2+`-3b9{}LA1-=svZtHt= zejk#56y*mTYMf>~G{f=fq5ZNP&Fb3_)vk@xtd%>lZ`A;RD-T@?x?HskPTxJZ1}`j{ zfAPM*dd=3pEqVW}RfTX=gE!5L#Fx8I&KsHZzN#eD*-2EQ%;x54)!PO@93)Z~HIk!= zn=^i1%UmUsVi%~na6P^oa}}89iIw+^#c4_&IT>GG0ZZPAErqTzHqgt`Pb-Aq3es@@ zz_%ck3q3zzw!EIuo8MK2qqXLypGmDR5!4FHBhquNRL0HkyNq8eDuZ2BzduOyOA{pJ z+4<7o1wWtJQ7s|NX@_}_YkZ=IcdE~zjFNWO)~DX? zsH^|}R9Z6f* zAsn`_;?>5of2I7S11YB7BPu4iGQc}GF<1%uqMAa=J@-QP_$)Y131 z0pBYs`U(g#v%Y1TQygfJCz{fPU{=<>RPK(~b_uV}zY&_|=$@PF<`YP*#C#nX_PS@@ z$@=}Z%HS{!@VwFxqix(8m3dBmtdoc$*1HAi45gPYLzXB(-fTvl`cz(_++Eh&Vx^NU zXWSvN8cwRw&)c1TzGy!}PTScfd#-RQHYNpPdQI|NIbU8q98;OCU2#Q3pdFn5AQ)fH z!?2N&LAWXNh_gR60(=#J+&13esf`~E4Cc8jqmzdUY*Ojx48{7WFVnZ3HV)D(zU1?y9BYsw%o>tvcnp`1@0xJ@0{|FUFTcJOp z)Eq7s^I~?hWn1v<`oQ)i|d93s=z zE#@&H4#zon6r{aMT#z)KH@xlKE}4Xm!(ftbqve~wubAYs*Q>$J7>qeCnP^d0Qn_fy zPZqQYALMU3xV;fm2U5AwM7z6hVj{86cTzvbm2UQ0LCi0^!wu%09UTOIzo@I= z$)0_YGeB;kPcHY`Z||05i45ai4m_1M)^N?uD7N7PTGy8;c85CL4%FAT8|m>b*0L!Q z_qcN=tN)&n&EKmj`8K~l5sk*CIi*4L7?n&?;>49O*KXRb6BlEb|}qwlk>>u5WWrDGwfoS?e$xrsV` z%|tEcY+_XO=ofVt8VfbId;gbUS~{zVxt*)mgo(JvYruJ_v0;QO@BJn7ZpJeDW5Nho z55c$Hi?;SP_|seX^jxwgQ~QI(SVX!(p#SFpf4^kl4c(~d$Vkgo8M$j`yFc*9demW* zUr}!}XG*K=;M54aeu3S^letUefF0Kdm)+TB5nboHu4J=R9@t+L+)wKpghnfY9g@?} zdfL=Jy%H%YIEFL7NS>WhIH@?c^3c{Fgqs}C8Fq>~PnGW4?4eTPBp()ijDSbSerf6y zF>$xY{Ey0m)w^N3s$!W`k^mC5yWdguj5h(JDP@N|Lam9yfehMuZ&_B(VL;u%aYWTp zC>`Fl+TIVyZ(5WTj;$<~^)A--?&!J;k$FXojB3^8L{&nKb3bFW9Rb-#)*p8|cS!qP z%gDx-kiGHIxb;U7uAI{$YCl4Lh7c1}CK~J{HB^Yxd)Ec8Z|uigI;Aw^Sr?YwY}QD( z2@=T^Mf{bUvN-TBT)WDI|Mxo`ViU}lU0*+`zhEtyr>{7xjTv90z(QNQ+vVJCLsW^H(sBwtLj!#(<0Gfkp!W&0U{80S-@Dw-i;B`7k)%!Jb9+Eexh2wywqj$V(V?`|iKbA{ zj~ZEelp>Yiqpz#`!>WBu#5+G|?gAlTlA{^3<$L9dgGW~oO(fS&nC}fcpe1xLrfi}{ zJv`mz!OoF9;ddTm%cTk4%6MTS_?-0cE`74^A7@9O$PlmmSM~mXPCxDJFbKelOJvW? zrz$!PON+Gz5v-xo8D}>)Cvt*Ggs>dU#lq!bBh-rf>{+zwR(Lw*IQ5L(GscwDZp0Tt@UXKi?0qa zVwga_zo|v%zvaq*VHyh3hyX%B;=M0eGBdoRIbJrRepu%-%EohZ@2kZOucu!{qb^7G zak2Ncg!L2bdH{o;im$){J(L;xQHH~Vt_}qogJcfQT&p)8t8$AkN!d$5>#1P83IC-_ zw!RAaEl{z%kh-CrbLCC$!&_#`PETj#=&`kshqd-$T4rWt*?3re!COLr&HFgHDg8&} zmo;C`iQ_N|=;f?x)}t>f?%lJOVKo|gy_kvk$Kzj~NqYEs?0%9fH|r^o690^p0RY|@W^RjKYZ%m=K%KMUr}4ulTO#g=xrn0G#% zPqbCHkbB;jUYXr0Q&7;fRxiX??lvxqBgQn@+T{&ny5_vdIUB}9bJ3RLfqCc;OnA58 zE{p18edH)?vEcAPAi@JBJ>nB44TGDEWC4>E1l0eG`n;-$7WBAvdBy&W%9*wos&nR1 zKFb%HZ661DUz~dN{LMP?Km{0=)Wb$+3gXJ_Enk?O1f~*E(*5I3b(qpJ=@*0P!#1C% zq(3r`447Njcgl)!Px?+79CqB)PMZ%2ZQ(BMjY6Q0gI+(0;vtV-r%vgti&sitmWahP z;MxupN`cjV>2YIk?ZkVmK#$Gp`2c)HwTfyJK)dRl`1KebU#8y;Ir{ow)kX}IbAPH) zw8{(q`;Yv8mw)ssr|>YFd%u(;7#pJ3bape}jx1PmZkE?Qhh;YXX2XAHW`y`s)zp^e z8biB;QrqWP&)hxNw&Uc~Z)bj0x4vST!go)Gx5U6vmsEdkFpIVB*XH$;<$P-uh=YZ~%qb@Z=CEuw)JY1)66~x)}Egx38gi!UUY@9|6OVv$a zbz5=kA2gZ5ndM~)cURyAzAqJ~_(KmKQw>E&B4VT`lMoi4OM2*UI!x?!tyVc<{9sFe z_CjP=a7@f?P4oDjt;mFs7lg>2UWE-~#uihJfN87&8!Jh`V0yhg*??R9v09_-n9wxz#uJC~0i7yWYsX##O5A4ifsqBVH&Y zc((A}vARBGnJiaK~*4WP>^?)HEVG`|gdq>yI$wyx(5Rjt5SGG7<{3yO**pNF@~HoV*~lYNt$fHb>pM7v2V zuqYqAb|Iy8UC=O8fkE%59TjnwHWB88Hed~uJyxmRrnaSXMPQV&Fxu7M@48>@r}2W| z@QyRS+i$VblWxW+w4mo@;XaX4`ytQ;rc1y2q_p_2P#hIei~Z7?R6x0jI;D(Z?Pk1+ zK<#)n^j=4Ybd;4Fs{O%BrNgbBY6&gRKHMTc}#`2W49^uvMajZ9f z|MU$gs`Ee2v#*ZYv#b5!@T{v+8RTYLbl!;-qnZF<@ebmI-fMV<7^i#oBkF%u`3)(AC7gG29^tkBug+uzB1cTmn71<)F7m z66rD@^=CwTSLi!c+;LAlTqi`fKmy9j^ETZ*qiiD%rRU0z>#O{XM28*2a&0uf(Zd`^Jr5}}oYEmN-+N=-BGUkZn zDukjLdweskj`dVB!M~l4yH1A(lw_(AM$hlm=@F25*1=L>#?C zBi2R38`sI%?g)t#z^wNWSI**{KL>vPt|T3J*P@X1v`fFwuB!c7I3g^1xK-q#&L`V1 zOPAiPbS(e^-qbaJ%DMUyK{evYIAoYJA&U0?i6c9Ccaj$OHj14>-20`Nf_vuKQQ#SvO}AvKD5E*iGDh8t^L;x^Gsbwv9RWlRqnp!Qez-!$c7Tp&EgrS z#zf^THOQTMUF*As_nOz1TXt%`u^S?_{GNQo?4l*v6}fS*71niQRB=4in#j zdZEIbiiD)P6;^M73ltNR-u90G7#R?)0DjMhM8m)xYE^$Py2}`J%s3*6pR%)Fh2OU( z7D@qhdt(uEO*opy- z)9YW8>UQ6IxT<|)BZH9^;x_m*6%>WqQ0kRdfcOU;?)cWvvIdw?Hy-g z%@-(YbbFq=m{Bod2cN+)pY487S|}J~+Dj6nl?Bw2m&m#)THe^cw<2W{Nq7GiT`i{5 zy?hl~T~4`-A3cOmy%eGdA(gIt8aqpGRNDT85UStIK)*e%?3U6M_`r{8cPT&ki2L4= zkk->19r#1byxvWL5+)(l=_>6F(2)&sj@i@(R((h>_wwS zq-5MXl`(k&ICOJv4SMm;je#E0Dm9!R^mz^<-${sroJ$p%RysTUOPtZ^&W*-d3a#S! z4}(2n)jgz98BT$L%o&zGFNke_7^1Plwd$74p@&!6ieJd8Rd z7MoriRfb*1n~q)jTMQ8L>aQ*VJ<4jd*ege|;!7QD!c>)e-(N{>A;Ah@jT&Ow@W_!h z;M}%+piS??6g^7YfvcC?APX0eIb3F$cjEdVK``*c0qy4CHG_x>@{gs)#SOpnHd~4) zgC@^F<=unJDvwr5`+}R5R>nRzCV|@1Mz>@%|4AD&cSv&6c`N%jhMHLI|IcDyGX!N6 z0j3jxHrDeFNdZ~zb{P-5*6-i#=l}|u%k*gCD6Wt0*=qOZ4A<3PWs#e9y?=vOAoz-v zx;6-L4p*3l0mCA$B!3HGa!NdVWZU(={kO<0$?MbstU{qO1xuw_Wf$bHF~zQaL^Q%xtjg+}c6Ie9gpG z_wO^n)Sd-FA9w`{omFqMno?zn&I1-FxuTYJ%)`X+-+3moMElUrJYDtv{TQ~{=~y3C zHrCf0gjYGoHWTSymLCpKjd=Oj24#UMdUv}%q=b{AFpQ)U^SS)BV(Ki&l{pv0xXDYxYb>_Er;q;d%hFg^GRGNy-9^HZm z?$g=-o|YukkLMrbQBcS#|MNkllteelZBXQ#R!f5u_R+BPas4zk&g3so1aXr?)Q zyuaDid6niK{%^OlIq$A1#_2wxav-+rA>B!%DIh1C_vDL@@3QnBDQcrGlRZCP1{ogT zgW(e-lF<>d*Nc&okh-BRbeFpe9}Ar=cehtEFU%M-d0Tgylay|h2407zXGDcL?Pv1r zEgd=FH}db{Q%@JH`Rw(s`lUMoM9o|R>~JN^3s8pf?&8MMzs}x@P5lM3PZywGA^m!B zd)J2g(~=b0 zw0BHJ`87SY-V6n89EDtN4{jxrK~1`{xa6LR8Wd!QCoH%SyR`9fEx*Cr?$c0N`+DcP$_P zOz%0czy668Go-OG9TIpagAK1{P268hsuESuEWZXYMUWT6o;t6qjA!}Sed)5Rb@*at zh9cE!lXz!Vy2m#WL(g&IP400=H2HTlX~tN<-Y*;okeoE@^V@3x^;vEdC=w#pp<^1K z)<5C7iZrQX>*o$1NVHa`FGQ*oWdKsE>@)^HXGR<%7f60wnFpzl9$Z;L6H*oTcD>~l zm!|5K;tWQ!FWUjTwY6Z zv|XgMQ+__^!IV#!9DnThyb{A(3(lDM@e#jUQJ;A^?A42 z0p1}KHWNb<9XSG!*5bP3eMF}ybMjhZxv|mt2@Is<{kM#0B&vxx&4;)6JMZZ)UXsJ? zc;wI*zv)vzQ;+N}mW#9zVRRni`vCe$p)8tXlxTYadv?N+#n8CslHTL%8P`I0iA zhx*zodn%$%8Z)Nt*6<8@cJ99cOF*>0Zs{;fItS%ci7jG<(?DnNd}#&dMxhX7yvcYccQ#!|*lW3-9=@aWTNchV6v` ze=-ciAMU4n|B3#9_a_+V#QTw1S^c19BndNMS7gMAh!YVfPMoJQ45n#WwQcd*0#hT< zrJQDSp@)evJK!`Zhvdd{5=_Z1>j$o>JvcMF@Q4l4)4dyN+YScg9Y|cc+KGu_#UWCB z)HEn39vQf}L4Qj=BcIpngF2heeu61~;3$a2C8nkhgh8AnQ^Wd!Y1KhHZ7N-1m>P!8}8c!IIU`(^fg=QX!k?f7=-o1B)Yze6(p*TRQu zw^W>hJ;DJ`5Y%R(dHqTJA)Exsp&mU63v_*ksKKgAi_i0OULu7p5XvOU#%)&bAWNct zcp9Yb*87x5dpR5q;R%ac9odiB_!unb+WUm?XuyQ9ry6K6*du&@Y122FFqt>iWXewK zR;yDplXi?nS@#!h%eT zCR6`P%6Nvv3)WESHHG@LDElzhK|#Zz52~yFyBG!~|Jw+M@9@2%{*%L!iswEs9nH2R zTw{#K!2fRefC)Ziaf9@}^mSLy*(^9qcp=n0(+qo>AZLdrqu%o;LkBq;yV3XDp%0Y< z*5~V;Mz{mbE|K?UMOXUe+Vr$7*49|;Ngj5)V4_56NY{1lqpoE#NB$yR06g(ui?WAL zo&0K|zb>)=zqfJwxA$!O|2yp8U+w>YqWG^n@5me60;EUY<&^e{7*g?J3WJEHz<@1+ zSx2zN8xfEda}Ps%{+$Vk!f=kBS=bU~1w{-_YM(LBNS?WQOiy~OhY6kM%u|ms;Y?5@ zV2TK?+_tkABKh4x300T;E;tIr-)~OK2}ERnJ1@#E`6^>yyJUN?ed`wb4uIw4hY!q; z=W(3!lql$1iPlo!fM$Ki$7q|!Vr5^*L(&$EX*=tZX_p*!$>DANp?r87+4gzL!nZ~p z0wshCr(hf)Wg}aJLmt!e^>HeqyguO)xGZl^l|L%?h$=!H(v2}K;o;8!JtUt@`zj(V z_|nrN>>uZGiTv34IV)gMvgbMG{Z^t}KA1B?)A^L<+-(r@%7c5;P`(+#J4?KVrn`rG zn;@#w1#bSJwHctNi@gAK1&PTeF_`Th-Ubsw9K_lJ=r~*4f|d*gPoz7Sy}ovp21_hc zlvK{|27gRoEM6CjJUZ_YN-YrqUhvtjgaflXg1Ta6EcF4HU3uoDKC;=!hm-WDL#yHA z^!M}>ZZp-p?o+3}d$;AQV9Jt6Dd?H)A`IOGcJessgA88}Vbf+ETx8yj%#Q%+q_qzF z5W^XFPp3nId^Zp&f8gnW;2hw|EB8ysrfmF)jLM!a zfd-ndt$Pae>TXm5Wf#mu3ms4tUQvW<$f?9HAU8mDT)>sIgEx|NX(n65TW$oZHozLc zHRx$<)-ww>xzpANj)Z>5+Cs)~V^rJ#;={cnfFZ4_2_La82(NMwVzci7{_axy3hYV#)cS7lkat!It&aabr-3fI+AUR9!eVrBcL>Oa`*> z(=?cJ^T;^Icvb-}ue!kPppA0wQih{pr{xQlG5190HpAOm7*e`(4K&)+p@%Y3WJmO*OvpR=0Ct_(>!n~JvjV(NeQFqsRRvR?dsa1?loXUNIyyYto1y>L@$z(T*^ zTcr(qMqg^Vhk(Yiug+?!IuHZ|>uhQnIH2GSdqNaO#1%EWA!+%ittkuDq^;WOgI1g2 z!m7y%wOaYSu%SVbR%4u5-^ZCXCeLWJ8lm+$)W6MU_Sf0W7~R3CGrEIQeU=j&!fYZS zEc7*)9Rka$uf#6=*wa|V+2Pn(S!LyE$Ho^6D}&FQUKu$pvgC-i_ivuf4#$iAPQRSc zv|WIWu$Rsi9XBe8*jIeytSepos!ENZieCq5lu(^s98cnKLd2`QEKX1%skWJM)dEx| zJ=gXjT;kG5N|oDuj5-PhKMGxMv(1`Tt+F_2>CK80e;j`gU|$fFx-q%5LVT&qUf}Ew zpeiagkME9^_lLQW`0~sBav{QfwuIhYLqaBY<6Jppmd!w8EzX=Q08a3fnR)RW-(-pu zjO}Bf#f*OMk9w~)_htuI%b};T4k9f$n9W6)T4BwBc}Q7R zW`$`?BdfAjVx@hZ#7UG>QBVAQ$O21;=+frkBnG=~@~#<=%Oj^Kv~qR0uS*w=ZguyBIT>$lO>U^RMMi zq(GCC4R83tmCn5V`mGG>-|U=U>`eO3Cf^CbQE}ule%?5zU0kp(+Yb#=2A~Jwn4Y-N zxIJA%m=vsS^zU}aIn0Xj!cfgtZrY2f(4p!wVZl&Uf0GBy`<0(L@3$i`Dm_RlzKTS= zo_28&qsD;IK_?hJWF29XaWP+-Yo?lPRa>3v>Ch8%It=>q>Clsk z=?IA~P6ui&na(q@xf)GKY(-|9YON#lUHE`vaJ-s)iyh>7cKktuQ-zsPY9L08lcOeF zhM-aE$B#Tr3`3)I8G^Ri`C7Ko@faF=*fV*oR5Rz0#j}u;#=e`*I7|xvlsSc96NXw# zX8f(78q4M^$cvnImV1}HDB^L7r@wmY@P6;ebDQ&D*eS>SdL#z(Bs>|$wH9c}~z&2wrjn@0LC1Po~ydL=ep6J;fc>Ef=Ek9K} zAIxdseeacX4jC7)=DAobR{q3Os5s~~&$;ccc{g>}d5hT1<>ag}1NzJ&BsTA2@P~3( zZ4s)e;%!iI3F|VwiX4(fHqS%3$47A*ZNui^P=ps$hxt@K>@%Ag+8*q-ZtM-lU0}V1 zr=|b+L>}$C9=sO^?S6))#ViP|R3UIz#%aWtRao0oE7O{c7sEeRPLDG^5T31|>N?$A zdfXK328Rys1*oM{B1uZT7TD}xU?uZ!;JxsD#*;ZY9fgc_rIp+Va5*Tya5e&TMGw3yndVXHI4 zo-G%PEo>_2^6s@%(8Er!+d+FRRr3cL7g0%L3{Jz(EofCbwHe3i`4JsVeaKfuSdQxhy4p9dLGV%uqUvO`$v%Eh*`AjjAUu&56`FJk9z z{fhFT)6##ZvU$DIvferS9T}J8g95|uRexo@mMbSyz4?xXb`7vJkl9EZU&G5lcH_UB zG4!hSnJbqgHO1Pif(@zmp1>;g7sYDV0bfcXXFHwIHD7{8_*%P`>}8dvS?Q%;fIJ1o zhXl3N(Tqw|WxHB3lYbb#FFqS|-PyZx0P$$h7;DeeARxj!rXH>0YdLZMaFAr-ptMk72?0tJMc1aAnh?~X76VMg3 z+xQ9CNdc`-PiUxy-ci{YD|p#Yc3bhN#g01sgOK5m;y5lt3=odw8>dPQ%QhBu_O6wOtB|;Tl=~Y_ z587lz1rEb|(*nkTdK4Jdpz6FbQEc^jRxwCCRX7RfLm8+pJ%A<@JS)c4bezdWMKvE8 z7vJiH6w|~}hB&om^MfP~KRA__qYC!Ot6G}FI$MGy0j3^JYC|$i$yS@!DM9exnEcoc zjZ^AYQ)FvsQBAil-vyrAS& zEcce<`^Ebu42r4`WjOJDdHBBgZ1)dC)Qt=V1jZiZ<`Z@Bo8P$Y&flNwg;s)QElO{;a+GhsEBl&ijQd`s{siD=44^uikkG_T=x2 zTcDL|@BX26WA9dnY3S?$bK#W|BRm}9hx3G%=SM-_(FSs^bq?KZy)QoF?NRVx_x8Ty z_Qw`QcE^75KDZDWy2OdKaUIUZTAdpMJD0lqbG#K;BN*mGw^so|pQh{@`@&Z`{t$IF ze7f-e5!%kwpXnVz`n{B*0gNS2=VYjBrX3CvUAr%4AEJw2jVWOi1FZwqyH}&s5>lf| zeHN>5dyhPne+shGZFSI27oExq9`;O27lJ2m(Aizz1Jl#py&5f;=;zMfD*7<55xb3B z{TyFCa_@XpoBb5 zEKtn&GpTIzD&AZ;i)O~T3{NA+^w7qXK};Lr$};cszbWfBl90z%ZJ!xzpP6+wcZctb zJ$5jcOK`cAmhl^yQX7I4V1NBMjpzyKk&X2((Mme58m{g=dQs4go~jmb8=7m6Rr7*f zuagN6y&_{S7T&uEMJZ|QG#65%b|Q5fy>uw^UcypT^CAO%2Y5skr_%$7G1~U|km0mC5G08?n|a*G#-!6Iy2Jl>=A7n=qPCiblUoYAcOajHp#c;HFQ^ zrf$3=9Vk5}Iv7ua471Iq8(PSWizSC5ZNWTIwnRrfeJk^i)P2T{zBjc6j%4UQeRcnf zU;n#?_^%~60>@d}6E360B?H0M#(%wg=l-3$cKp|SckiwL8vpgDi~lON0C^_10O^sP zU_{Ar9?T#VYk=u<$=~MlBMPx=)V5&}TZ4I-O@lHH;i(y%@{j^7#0vKD4x&{GXcLU; z#4@+A`luLFjTF2fNlv@KGG)gQs}*t~6#%cy$P8>$XpFggayp(T7gnf_Qu=zW%krp{2~j3Gf z*)G-Q8{`o6P%RuhmF6YRyW*2-d;kwhPfKsPY8J8rbA5#oe)UHOfM@$yP^xO^F+fMz ztB}6P(B@71rLA(D(yxO&dPT>WWD_bnWg1dw8cwD`eyHzGw-6cD7s213@;IO(JSO+F zYsuM)e`mRC_$}T%v@Eowpkso}q z2i-}?sGlB6?Fl019Zz*2Py;b445;r`hzk?xaHWib82;j6TQ3nK)YIX<5&O)8IgEbC z?(1z9!G=I0G`#S7Nqk7zl?9{IFEYG}R4&L&|JKG9`uZ~vF@FVQBLkEtED+ZBye0s- zo}M<{Ii$1z=NW!)TZ1p^MqeQx2iAf!TJjbX%=A?r>@AyVyT>m_Hvlh5Uu@`tC zDUE1k4iD@Bs?p1bhhO?o)x`@^U0XnR5IngcIv_i@yE?eKK_!r}cIn7T=kNh3}%V>~Qi&5c)s$nm?rdV5yIqox%Z3T|5{_yKb?9I5X2_xG(6$1B3_ z>f%n~c@I2iE)R}{2`Zi^*^Nc65m=||5PyK~DdycR3uwWr4PBa@2gjC#IuDMQiuJ`w z)PgX={ERE5Jqn5v%=ptxdpUM|7X=Fja;H_lULr=w>`0pv{k;m{iDc}c4 z%AJvuwlvqdw{g2ue;FyjTUh&g?j#d~R?kf@Bz>sz?anYivVtq!CkEHMk@ zK~yhdV#NW?VoXc>YAE5w?^z`Yd;&ypD<81Lpe|^be zRL!=q_VpY_4+5?3o1RF0yz=iQC(^eVzaGnvaV-53PEV;kpiEk-?Yj0GW^zFDUQwQc zdKxd!*X^`pIOWU3YRg;e4{BofcQuDJolm)#*?hI-K^j3QcK&VYt4#p8rgLfG%I&uK z!%a?iO9!yzWZKyO^;CY0Q|W3XtP*t^LAB8vqi#b#lP|J#Y#d7c{Q1-&OAevGo2xmB z2>iP^jk04y$2E_!GgOviw*EM41L+!|uj_Do7Gl{*8lHC@ zr&~HWtDb?tEu*Vtl)<|tex(l|g+BNdn!aL5DPG1W$dzRy2$sx5v1-+n*i~1d))R%7 z+0(|ffMxb1J!~Y?e0p|_I+Co`bqPeZX<8P>Q9K>;A;R%87eAd(KTw7~St*@QIYuoD z&}{bMP}VB5+3y|8QwqT*gIN%wO(?I)%C~tjgu&nF-@d2WZ`xDj$lc-qstzt&J7mrZ zw10L&d+}9(U`TPuD@m3^%n|1Gd(Up>TS7xC@ivv?uOuzT#`=|_d<=?WSx)FbQ4y@Y zV3qD)5{aZd-KOA(1fRIH2V*r70coO+iQV1Zy7Ccsv1~+<9wWqz~F?w&hmDOPRUyU~@Rb%)G_Nm@GdFa$L2X`&owaV(Z=pZeCN~b9C((JVu^d z4S~y3u8Yx?wsN}ZiSRQaL70OZ2AZ^j_!QO%qXB<5usu?%d{f%IjeP;i4tZ$&ma>~| zUG|--+`=^}Pu2MBjm5`%fm_v>lKH~r<6`M=b4+FF?oPuHp6vrQ_fXh!Wx2T?r@cdZ z+GEDP1ueac<8}XOW9jv+MT&knk699Ce>v`@AnF|BQZ)P9_2%_q#jq`0+ zNv!nP4?^kSF00@A%d?tQ-g5po#nlPNFSEv#W4@w=))?Er^fkYFHsM_!#3`7Td?VCR zOf0tZ`qd*)K+!SJesx{^0ysdEOnN|L92aGB!bhjExu(Ok%itz7$f3#G0R2?g`|Il) zUC<5%8~F1J_Tx7D@x>R{#0?w6GzP^7!-ruga*LAA+T%QkVhF3%<#EvQ$=^0DyphUK^>k|_JoA5kLOUce)ZdU$fj0i6kM3Y2ztNnBD!%V9+} z)~`m_-MrI|KLQXpkQ$KfEZ1L+DnOp+#mu;E*BObGn@k}q^Dq(YgJl-V3q59Fyid)n zqbr7PD|gh`U3occEIN_~~_)p-3O7mhM$8*WRPfg-K-M(|@_H8@<)7{$}8^6YX z`pM!yeTVx%yH$4PF_-(ioqx-n#F?=X4GPrYXdy63HX6dW9(n!h)xRNB+MNq|AcX*g$8GoCVaU{4I0rctlVdNhqN zXvTazLBH~=i@qd}hSI$2kz7=%rwJRQQJ)uiD&t&@x~xQ1MSPcXk={z)$^St$%;)K| zd6KB*-6D3;<{FRVNAuB#NtPWJA2zgTEH_m7jgF|xWKka&5izUx2kc{yeN=6-G(Gvi zc8Jra&*ITRm7b^qE%_#WJBM(n5<7~kk)lc59=M6ZEJ?sn5{zuUoKQYb<=opMmZrl1 zb;)s%Pv;PtNjm649069C&$+JyhRuYyJ25;sHc3n#@P?ZtzI97~oiQojC^bVcLQsIP zoCk?EJqexXl)$;EoF~3M)##mmdE$16Q42wxv{mjq!E84xM~g377zj^=RtrYN#I`dcy$U5C!x1v!`gA?(IjfzDNhTzjy&ERM}#PJV^Uek&*d~aQVdl{6I z{wT?^ylp`K43)bU@YxslnzZ}E)9{N%4ZqMEF1R>bS0Bi|TX_%EK1viVZCmHie21t< zqc{wM0eKGD1A_$ongs38LXSe+Zj1C_9Macmdh(PPb<8&{k`A)vZ3@Ac;j_^sODGs9 zw)fws|N77W_}?-l2;dMa3L*BTgVrMIlAY%-pQukoJdGA24wQ^Mt07XNN*^aydMk}3 zalQt5YdLV*#RS5OK{l~YtIIJXh`<(-lwk8v(6pq$4*+eFo%Kc3 zu7&l~(+(RWC;CikkkBJZmX2}o8XBOCC!f~FHJyhO{6uqXK*~u_qTnQm(}GOlK?%QT zTJ}i`a%0n=Y~NltcLI(8oc&hBvK;3nkSyl48WPoD6(X5-Psd|11vh`>$Moq!>0=&d zo(W6tVs4M5z0MMWv_Eu7j1$>^XDocmTmx^O#c~_-#H|2sXNt+MYfxwpv3(cOS6mo> z2(Z&uQ>sCuJ;uIbD5VgBUmDZm4b69Gn5EGW2KgBXOV&GN-~thg6C8~t#dH?UZdJEv zQyRtdsk3UV*j%=a`>U@TcU{V+@?dyY@+Ee*+EQ-ZznZnwCc11f^ z#GjV!5_&4%fCJeUY4uwTn5P{Y&cOgtbl6TawZh=@jghO0vZG%UybXVdGe*gJ681xM zhukr$+I$xOSbw+H4shAdGlvS#VGT)Yv)${G4eym|j8GlrMN9zlSeeb z)+3{;g)IT67F$aPwgg}1U@P%;rvhK*7@P0*IE6Tn5j=xuDEg?~?o2vzk=_0bGU-Hd z5oSja1QGipS(=<`4drLKV4&Nw7wi@OW>wneBXdYv5=IYzYboQ{?1p6bOk~@G>>)i_ zzeN_>OAB0=54ga2NY2E=%h(pOY3;s1lnsg1S^ZwH5K*}qHr9Px!5Wu3J8yX6TzXRG z0k`IZ(XBa2h%d1K9Kr?A4-!HCO#o3NU43~tj3$fY>8^f(3^Y~KHs9(P!%}PW)F;5T zS4UElORSHCQMp2foT6&Ey4)pyNX}&T-yzv;efHVlvwm5$_PT_gVA3yM3aPw5Fn73O z@Y!drJ+ct;45u&e@>kSV^HGR1YFBR?RKKCDm0g+qTjN_s z|DU1oS{HnBnjI9RbR8`HvTkmIV%Zpq{MLf@v)o=d$d-^w=w(0t>A(B&Pk;Ql|NB4x z8Y<}j`*(iK{a4yWUi}}`dl^II=c0o@9vzLKoQgk#qp|pN_QgF}Avh6#s!?LezMc3FF8_%mS;U=7`Q_%z57!7+$6@Llc@}op_bTq@#S|i?jMoU4dxJ{CYI|o%TR@aqUEMqnt1ifO zxF9>K+xvIzZtt$v?cG(nUE^EFMx7917GaRWa5(a-(6_Fk4^NyBtm$nxmbKk?&lunJ zmW_l)FT0%hbjAMY%9FCFv(fdCSIgj$Z#=7%ku+9lUr$}Zu6oGAN3)vz`Q`sSh|@us z#8+eR>6%9V_TD|O{pZHrJNIw@_Kt1;xv_Eo*ZiL!<-boq8O)0um!GCb1VmwLEX(m2 z)PvhEo--BUNl8F@i|MwNbGEqKdj!qC2t*u2TasQ9AJM3@Hp{b+7Db0O%HJZL~JmxEbIXIDt>WQg5N>d<$72&0Er7@IyEWl0%~s6sQW~JF6&3()l?r z5%ore4rEj)2s6g{%5U%+zM8rDvOFN|Vur3%VA}>FOP&Rcd*k5Pc?g?Xo{e)_6sXh) z15Aem)_NbZJg^e>Nya?OgEm@=ATa+Te9E8xk@vKWf~USt6vc}qk&)8o$t(OX`tt{}A)i5ZUiD3;8&W z=t=+kLSR))0!?UHv%V!z%uN@Xo~+ExP}Uf2z3;Y9_Bvu3(*k|5gg;=o%^ z;ge6_gVIk-RNGHPOjOxsCorc`yM=iRhvb=&Fj38pyh$i%-STvT(+6ydg1KxuU@?(ZSXZkV~HLXLhi?u zjN-f~A^kAh>;bo?ozKwkbtiz7p#N}xT8Lt_sDylW5gpMy2UgmX+j5+yEp|LUj8l~b zQ$|19gr|=D1vDco$tjQPH=UJu_U4$=mL;d`k_-*sF(5gN9f6CLdl8&M0;+d3EwUV( ze1JxENfeJpG{=yc2MOIl3;Zri<<6?aS^9z=(WGlcF?yEe$3Y&k(>hL#9JSuF`c;~0 zdrF(}CtKQ_<$+Zde8+a2rv7}Ph*P%a#=OC8ElvAI8LMXEgV!?)Sw$bBcy-?=dDd+_ z@;06?tceH9yone8NbmLiGfoAaF;~T*6uhEKC=75a`l5f8J%JkCqoqYvy!ZjTx9S1Y zlE<=R=BAuo;jkeHpSPjU)6nZtXuBRd-i20JXz0-6B3R)b=yMIMh*%GRJ$`7yo6qv$ ztMCu3Ne>P1xeuN2pR@h!TyMOp#N0;0WAMb*LZ8Tc)u^spB%o0jD=TPQo<-&NscD z#^&&?kDJwg%gZC`%Q?TKWw2%h$N^Gm007VGO|y=AtvErNIcMQsnSr@kyj0iWHH=0c zj-x80ePs_zxDWoihnILTkbCX*tOv0EYSC3$p)J zd<1XqU>5UC%REVakg`O^`v5A)qXf9vY{V177n5K{N&ATA@hGMU5M>k?pcGBZALyYm zzC;g7W<$Qax4YNrL-bt?Btzg?53V#BndNa>k^q2Vq;*ybud(^8D03Q2Nn8|j%ESav zzWw5PuZSax)>2WAr6^ZWUdDl5TRS^7C0rrB|-@1vOE+}MPC+Y!F)x{aRN z1ZNVwg`GCzQOW022}Qd$n==y0nPgS+du zIZ*L@5X6avG-s*6@d=U0cZC`E1hI*7NI3OtgrK!byQRbdP^N)u@83LQLk>@aRIj*z z)S~ft($jt2xu_@#$^e4J14{N0B;UqujZBC#P7-)-AkkDGBbSu5Tg(KUJOCNwm+n|w zMs6r;EUbFQYxbfp>Gh;?kvw20`pZ_Aw78;EeuT0+pWn3rOaZ`@LaYGt01hp-mG>F{ z(hjpCPU$%n5s}ZM3?1HD>;nVJOefpz=m7M-UBWskGy_CO_GIX3XCj6c2uT?hFxwrU zIx3<2_%KA$Zs#o!R?-3)Tfk)$^m$tHx2UFum1aD=(E-0YgqTmWW0h@+q550dcrpwP z#bo>JxBAY*9sov$gkxq+MRntUf|@>ua11~^!yqR`20|{Hmjf0nVZapMVE_~WZDO^V z0;SL9CHdXX>sLLPH2RUoDd_TY8XfRXMn(S^Isx1G9f+K_fAfruXaU0x@NV1hBA9-G zG&3HZvg}iQ+EvpP7weF0u;`b(OTMQ4VjhN+Mx1Vpb4t_p{u6P&*nx;Z<;lmh-!WE5 zC^bd%;IzF@$P+OvY$!GCjoQBC^SF6t&ZJpuQ)&xPyrSH8M}bqkkh;ut48h%?3s;p? zH8e>|%N?M7jT!f!s_qevGVQ>E6R+pE<2cDFytIpLO7cLA=1cMbEVX@P%!I~RF4$V= zn_!Wl10X~AUg%-!b)Aqg^}fu=&PKoq8aQqFi4SygSrP=o_f;s+U_jo|Akt1IPFkGl zc5sx%QBiqJg?%5$ICL_0=kvQJxq`#WO}V^BSkwkCW`yfqlm(u6(XykPf8rF39+3hd z^@R4otVx<7AaqGY%&UkUNV(Bb3Sg5gqi4;E3A$ zr}l!=Mpe<(zIIod25!(F{Ml}B9lguSAQ2#yaafqm)AA~ApxB_~*LVSOWlP-!#MmM2 z0`lBE91Lt+o_Irz9V+uXAbKsXpCh<_IH&ypNGM)Be+Q9-1p^*1x-A}i#_e?o&C6`o zJ2WmXEf+d7Wnwp$)wsmQlbjZlEQt&NJ2GnskrkkPy>9~<0gzFgz!P0f0Axi-Nca~% zhwI?hf4wUIvaiaDOR(bdV+RNVyWq9wxw*`li`#?e`81aR19BS<_&hJEioQQ|FCq*h z+tp$$^Zn1OqA*KU7GK4_SQyNKsK$8Shh0?YOz*P$SO*>?q5h2H~X5J?KP43GUi z8Qh~Ai#~adM$6oPC64r$k`DqGF6|RSb|B`P*0_M*(v0;25EM>ShFInU-+_QyWl!6$w_w1gWh>BNMs=D??-?jrCTaOo9|-y^*;Co z-UrKA(K@2mdg9wyO$eE6h+Z7SR-Gh<(7v6UV^^A}eHUZM1BF@A(~<6L!V?O$wbL*lZ4DeBV@Gq-Yo-p< zq=lYs0_ypjXR4pYv}mNNg7G?+l$uIMb}%Sts51&m9JgeDzn!P4+}->*FZeTv)@^TA zrDl6qY+~L=Mf_`5+;Ek9^>9cw*46Ga1lHd7zs0<;I=+3UVZ(ayT>ho8D!Z#(@THa1^{Kf>nebbyP;!s5 zDzS;=*`N~mD>JtPjWN_XLQIGgk0CO(vSrFfMEXYX0A(!S9kY4_yWUe0PH1?@EmpZt z&8GaRnYC+7-4Y)2xjx=X&Qk6G@aOzi7Ntck?Y(QrwI-gWe)luQ z

j2FjLA#h7;b_7HJ71!WMa`eQQIa`PMu|>p4q>3xhG>`P}t9pnZEEdSSMAtp?`{ z-2kf4YoheBXB8%CJVPNFrGeX;F)Cr(!dcJKv-)H(Lm#Un-v*gl=GaP5b1)gX1VeETPH5`Eyi zvt`@|_ALm8ZE(jK*Peah$tcWn-VV-4kLaGj=pHP->8@G=!W+?UOV>RhJvN#_LpXU( zKvR?4X#q{OO)?}cglHQQqe(uu(0)4yyBKDsU6A(IuXes;xk5S`Oi9*Qu+T0dBRLLE z3-yUX6{FIEkCt?tLH6?&4s^}P>4ILKwX=iMUNt%9di9FV^B^IwXbB-BNCLjLn41-R zYSFofTdLd6$3jQuou^K|x{YVk8pDu!5bB~;KP^?SYIZy}6kHMg?+dj?z`tOMZG>U1 z>h|euLUScD^i2(YSyq@+Fb0f;z2Y=2C-u`Zt5(fy2forW4w-!!4;RZ>vq#SdFJH)9 z%U$yJ(N|rx$>*>!Fvuv$j#r*tnPo}gOpl(FQW)pVOiZk&YE{naQFH{7(};|igI+N- z!W@0`9AX3WlyKnVo58MyNWX_T&l%kE1!h&anu$TUIDXgniWv>#Q5;%+8Ei9|q(rPb z?9E;hr}LBE$^E+Da&rG}gQ2X72f^C7TUZ-lkWW{b4%Tikp+|3D z{uEP+g8Vp68!nJmxoR@gAbh<;;Hpl3nl<8MY`REB_4-LYn$1vImc(I}e*B3Y$LXEh z4Hrt*?M;iLuyS7C#c2e-dLMbAE6=m9L1R zT={&O(i5xh)sU0xnoYyyxh7h2<+Ex?NsOvjMM$o4G7zzaj)U+NoXXNDNV3#<{3r$t zNmw0+R{IRvQ9am?p>~3U=t4Lci)7*iX%KZ*oihU|XS}A{g2FQoU!2F2IGm^lB*eE1 zFf(g%s(P^lsP7)q(=M4Ej`u)-%M%aNv;=Oy?Yu5E=_SZy4(Ta|8DV@rxGc*O6sp)3 zWtzf?zpWtvXqFt&_Uv$s-maRt4S`|x)q7BP%Qr>wrX8i-N^`Y0Od@qr9_*c1Im#Dn zwv8>wE5MjdN)beQQ4plA!_+?!RpH&P|JLLdojSpl5N-eXKmNPF-v8BVh}aB$$rav8 zlMyKZS_rnpv|Mvg=zyG}w4-+2QpbikDV%Ajt%!zjOWE|Uf z43d-0XAnS35J~=NDFIVPhqHCB&!{2=r| zQ1)>pm)XoSk^GN;`lAs>zoU1e4@oQ$V9Qt;-GXpDQ7 z9{{K^Fsn6BXPWYd4PM^X!UV6zZs})9z8hRm%oezT#RSADsnAQAm*l60MvEVp%XA=R z#!d&ODEJb67y?|g4^viqi9S#ZXg9|86<#j2c&D!6=0&QW!YZk z3D#mCc@9wQdlZCJGq}WHPD5$JQj}4w#Tv=xrTsaRIffR^e8m9w>g~gvdtudvK1M6e z%IDexVJXufN6Ovi+U?yB8td?habuW133^x7U3*r0V>07_B(WZJJj9gj?UR;He)FUs zCRst-dYQIEG_q_A%)=C|;7tcNjPRzjZn8sqim`}lub@Q}bC8>7K2&-;ZGlo6yVc2n zz+*G(ll8u3A`*fwhJ$^25|=VM4PS~l9qZrG5H!@N&K;7-bJwLZT)G=PaKNt&d-Va ziK%`&8hqHa9Jsby*H&5I+WXC5&l+8F{tK<@o%&qTXUP0#jdejZt0?VeSiWKEw~5>V z9-AGTxLR}-aGi~0Lwl2egq6Kf4Qd1r>jaoCO=1sLQi@}PrE>NW-1mF7e868z<8YcC z-F?W!=!L}cHbV4Ad!^0Cq-oRXp-eUKeNq-1o;!4~zuy0bS=FlC49LAS5_0TI8y{%J z5Ah*A^@^fcI>auq-9oi3ZfbjPUV1PC{nxr>~QStG1t>eogk>MkKA&ES@Vhe zL8gU|8EL3D4bostbA#!aL7>}KI-9o4pb4hGdh0aEA-Hh}j)c4o6lslcl|3zI>1^7A zmi^OUnyBV8v(KvL2Xof%fogd$Pg@S}6;9z%0Ts5y*dUJ`{6T^!GI5BDzvc?WhY|pe z4gkO(7Xbi+g!TvXmHOY;Gm^M%v}p^Y$#yu6Ap1N#?=sNT#WU`7=mfZ`@)Q%QFn6CV zIemh=2AAC%*7JRo-GCP%1`(FD2DwL_g{boEsP^qJ_)y2aV`T@AI#T*R1=oXVkfJ&O zZ$Oa0&&(F%u8j`U>o%gO%r%-jgOG}wIv3Yq>kNU?Wk_dca|=Bh?k4S$8R!z>h4`2cSCUF$e)Pe9d7TX|93-}2QqAE{&l}Q6@!Nq$Hv64w!%uT4W=FMiGtmIX>JSyNbmyP?p0nXqs*o4TDcUZ9Odza4mN<4474Qv zSpNGgOckUB=;cM_!ezY6!kuB3--4*qa zqfMX7x{&clRAqwR5`%6#WJ5Nf@py8O$^^~t_x|;21TPW{SLrkFdqjGyX*b? zU9#T4yXOjSIep&ZRFZFwwlSNoXRKYlQ%^)$FUfeOZ9Q~sL5KHNr?XuB-+G_EgWc;1 z&)0xxU|J8CZ0zqsCre8vR&9KJ7dZ0423Zc(MKnH*w%WqVJ%p(7;cgbBQ zT|a_zaij$U>{yRxYYYn?8DX&9SP=Z87MrBZz-3uKAx=nq6JnP`SR&8BN13=Gc%Kj~ z7`)u{5c3SEM}~3P*zg+fr^(%_Q>ip|mFG_rmNK!1O%={wK2B9MS3Wspj`90~D43z< z)%6&wU_nKgTbVpVGOv;mW8PS*FRxD}re{>?F0}lNgnetLSxV0*K{7g@{qXtu?1#JO zEZQI@y#TGV*T*viZ1zSu{lVZ+A7MFx@;S!eKzILnndws|?e+e8Z==87VNC43MqDXB zbvW~phC|9ChFuX`Dxx_mv^I>vv@}M#7G||FRyx%$noERBSL^Id#q3ZZF%z7qnI_bZ zW5bsH8LYaO)m7hZZdZkmRgs&RTCoh0*LggKkRm)(`?^zMTduXL;@ZE-iNZTe&DtfF zd2q~_6o-j=q3`r=QB zL)9h5R;Ur*^T!bMxGnCmGxi%8QI&s%4QgR)Gd*LT{qVV?fYmza7xM!ZNbK{?%6cJ~ ze_$}yEpq$beM7UUM8e(y+`Zrc7AxTSySSWSl3j*yt%HtN~&CNBQ1Gz#ajbo#Ij(5%~OInP(pwb25A&WK?#9o zCFj1a3XywnD_B|t+s-9YjokBQ8lh9vM9gzD%hpadDyP8-(Z9D7u$$N_CP6-n4*tDv*u{5;hl?D%Q#$`z~%66VK38&0n+c9`?E(iNJIj7-hD4p~nQ42{%LS5fR$9 zN#v+zgh#&79aR{^mgLZrvWE24car5l($`XmxT%L>~MyT9yFHe?VWi=j45k?@gaK?|~f%p}PBnE#ixLL}d{eT58kuu8>;2xhls;{O$mxq z5=Ra(L8IA+{WyYY?#piwd^$Q=>~CJm#6FHX3y4~X0j3$mP9sw_{Kzy0(2!5<6PCK1 zJmgc99PND;3vv*&u9D%(=c$`o=F0diBP6Pa%c_frs+n;#iHT~(GhHcUp|JgUpXzZV zt@w}2{g#C3NK?BJuMunY*;8X%HR$RNIxf0z8#e^ziXkbzFPp0fOi7xCrmRMn3hwtz z#P4c?s~`XPznB&Rgpi)ngfLDY-9ymwMDhFk4S`$2P0}NesudQbeUHhSicVAbUbeAE zc8teK58MhPe)5|_p2RfA1a4uF2-PL&k(Y=Jh8?tbVoPN>JiONxYsHVLir8&IcSog-^0%pWI!xiEjm1DP`+ga zHE_BlqN4y6j%5b^F%D!VA%d{yN;$3;2tTx=tUOoO>iH-Mipe>KMLo!pI6Mar=YR=| zqO7z!n5<|BO4`!N6PtA^Ekog}YnE!J6!ZbRZ$s;a^Zdw_k8R6R83q>TtH}{{@z{!L zdm*)JCR(#-))E05Ec6PZwYR}>bLkquZZ21Y+Fpqoys-HL+DAd9%fBH1x=3gft+L{D ztiV;6^);2L5gA2!Fd*&Y2{UX4Iu5fU*=R%pGL4xXL6DC-WWV3`m=3f)j-JWDAZJLN9%Y9h{Sp?LyV%{HJxnba zA&bWsWwc0JB|%Rzxa`XbCE+|rPDPmVw&S9hQ}XHE_1ok>{mbKyI9A1RjA9jieT@%i5dpsT5K*1B9B5s^Etr^5s@#%JqsH zyg)Q03s{ntt=cPZ*n~CurG*SvXZWR*!Mh3Oe=(uMmnY8k_%Jv3sOCG`Z-BjeKHuk( zW_TEAji6M4YqjeAjr8<)=@DeIFEc~7Q%ILGcvN*<62YXHjZ6rE7_jQdssmL!grn>< z*5!_x8xu-Wvk{}0K9_MJu9MrF2Qu?X>iq8Jx;HNu*=bSo?8FR0^v$eVq2=^QVMfZ#nk67s0o!ebO zjpQF@fX)gmuw3xjlxlARG7U~qZ-gc%+K?;ad=3Wc{#|oo>*pm?yyLTHl9%z6_7A{g zr!<__J=jp!fd?(CBVl0&YDl9dBNN)KGDu#+EyEr$ZHn4_oL>hVfIh6RufzZChQZMo zn+X5|eOmUDdse)m`3~B;Z>+DclL2e4(QwmI506HdRqATZ7Y&0z?8}V~;Tp#;3n|UG z(^-&dG00|2V8;P#&T|XsZcxy$;|pW}n`%Ct1~PdCNF2o2eUS`*2@LLPS#j_`j>JYl zenxz)I1rcFi>WW9_z=yDA*%Y!Q zb@XJ`n+CJG5e*CZh2V!p0PHPoqGCR6| zrRYqu@x{>jA{z&JTu!D)TW6$gopZn{$M8z%6co_HCmKha2l26!62VfJw>07==q6GR z(FX~GB%CMQN2WfP!x0T1FQpBSJ&OYkD=5U{nuVD$bkZk$tSqJoG-|j&YCR-MS6Bvq z|5&S_M#nzC%XlyJaggw^C(Q=O+Jn^3+&8O?QM((jakISq&;Ji}17W%2zr>Bgu<(eF zZsl#_Oz-NARXDGsRKKjmXQop9y40Aj*MbXaXj~$gEuVy4A)~R6u)wNox}gy6m`woZ zC!Y%}J`3ZKTAgO;o0uwn=<&_t)*Z?R)C^kaOQ;}N3b9W$wHN!aN}x!u6^nLnts2HL z@#%Uq#%T_^RW?Bk_&IyH@PenA<;)lF6 zW-MOQ#eCW&C&=0s^C`JSPRM8Eq)XNtV&YY`LnicZY#~hMl~2h7vSH`fY{zL4N0hTl zD#s?i?!a0^|JvNZqtd}iJNohg!rzWV$h>8~4liKB5$i6kWqX`Iv9t2GG?yw^&)JaE<@K1Mv{8gs(k-qD`B}M0V-jnR zF2A{_v`5(pPOdv)0CrnZR`zD>^Xh)mt{RLeZ)0@5E@(39tqj-HUh?(nk(YFu<)=M5 z8pUA@Psiu4d%y%3v)8s2KQb2m;R3r#y!A38daw9pBkg8!L#H z_ylDd*@!$nnbEu~EYQoM7GTy23Aypk!gg=7H`HAIw^<3os##VbN2>>M1%@8;<`zw- z{4^R<9vnd1Wj!n>T#?+P=>#5F7x46dG7plSSrA%NcsdW0IHEyHZs`tx(L8{>WkE2k4y+(4Ra2E=;0V4?9sneQOA zH?8*#@L=XCYubVRBIg}wsE~36kPXLSW5B-0G!O&+NESAlU8?JO?z@HwjHV+~f;{1f*X=YhVw|l>qrcR-jxRdD4iM%rv@^7jpRzc*mt3Io;UIr)Q}&{&6Y%&ko&1()mvpyvq-&PLRoIhAt0V>GtL23oq22pTl%} zbXmm74Dl`-pV=9uW4W1wwA2x$3Oq0E#dm{&;QhFA}EH(H|qj~X;aL2D=aQ<>lPO%jGXor zHnpezqO%N1?^8l5A5abO#1`}CgQ!ah&_G67QhzX|bX8FrAr}*-X?cZ})(CmKx=9G0 zjF4|Y4oaS$U^=8F9=M27rrCrEG4i?wPK2f259G$~M)!92&fX2uJ7gC5 zVCO-4CBdLQO9%TtWy4+OF?Xr)DtEJ91i2wJO z_5Mb8y?+~!dVoLgbRl`!4Q*3hV>GrW84h(@K8Ut4*K2WFlynM_6_Rp-F0m1v(KMoI z7}M(r*yaly7U9@@0l6BC@k-uVL2;Uf#Pix>)b&gzXC@0Yp+x0#yA@92B>KQ5w$h&l zVz#h&b1K{%2;LZUux&w!IumsniFPsnt}hO%^XU8a)o1}sXxTM zDO4ILC_4@?JWruzep0~_MeM^u+vF_yGi0L-rWAAAF>zd%jN%i+sUNOA`MF*>F3p2~ z{PRD8zA~6vjwd|SdzmYL53fGl1Pjay0{tg1P)s`ygRTqO{4B;u&!hOnYK+Ldb;}v! zC`bxwDN2nOH=x{$z+yfg(}H2^FA9&!QRkCNMCyaD!{?5y2WVBTOo(DzUIf2mS_=K% z7HNmm$iSxQ-os%Ex(&6vK*!TC13kl#2N3I$qKqJ6%x-HI&+x`D{@o*s4)?5fGu(IF z{`4?R<`lq@gI#2rCbgDCxz!s z12mR(N$Z>0I1eJKurevjSuq?8pz`-%aXN09vb}URRpV2~qTPZA4DvsPW(NnSShc8o zp%`QaVBI`Z4Yik?Nm=+*wZ{_*((pW^r8|32!FP;iDPCB7zAcUatyyAu!@mi_!(dG7 zSJ|mOR97aL0O4h)o_HXNSW~(Fa;jv>TRLIVi4120`#CML=azXo`3JFxU}7MHnsx^4Xm~sT$8?q$pq|6i8xB8G z)^}3aVnKDQF+&nI)7GYM$U7xC1RY6Jl>II_x_NdaP7yS3HC+E!Etq_u}HeD1%_TW}pg&3+6nrumr$786X=%HUkpUS#o3fp>&3}W)Fe~`>%ia68aectx@A0 zdGkzbwYb<8#A(?WPLos2fhN2?G#uI6P~;fP$C-c5_{l$Kz10en)|)MSM71F!hKR`d*tHcXagQB2EW5W92_&p8+`}LXsRTx@JF%CVOPiwKA z1nJmbJ}j$kWp`uuqCKbiu+Gm_cl_^gg$MRFpFPc$s%)9Te)S1>mFWOEuVo*B16T&U zZ1ZeNifo>T)Ef{$qUB|9NG-%np~!!U;w_ois~*_lXDO$Y&uUmIA*9^eBJ05YD*+{xEGN&Xwt)qF1U}06&d1>X zH2Orn4S5*;Q(#u-1?|7rbask<>qBWmz@cXlkclBL#Nfek8yCN?hEPnhc@iP3P7dZJ z#(HjSiSFYV&9r8KT4(hE7Un6rVW_tX zTFz%TkV^48JdnI;K4)@d1JT#1$J&9xXlktIRU`UHx+_FZmCuQRE*LM?Hil{E7Xj8n z>aCD>s>He7G@VUlOOUn9nB=250C4UU05H8!eZy)SMQ)QY$&TTyDz|C?dVa2XeqtJo z-~5Kif^;_hRl8NA-D2DSt9cyJUyh1vFd%<7k3qu3He~IrSxq5xY-cI$fm=o1SuQ+p z5pc*&NN-f^ypTfJJUH%;<8m@Tm=`pM;AAu{fdCBh`B6&CfqYU^D=Nj z94O&3lf74To(BneMN5=sUkbVsIdS77=GU`ig@Bc6qaq*jlN_b07nhCDdQZ#DznVU`_>k+5ARzL zIzK6nHu|?ouh`%!Kod#(chXOchV4R<6cV<* z6*Dr3g8Vp6TTP<&5;6_K*E_>jlL#^>JU9uni1rGafM;^AC(uSdmDieZi-m_VDM9s9 z3BA>_#pBhpO5${W(r{8Qpe|`Yp$Bo04!${^n#5A zeozC`qea0Z5Y7(Ay)a8h@t7p>K~W^Vh#ob;Q-f*0{rc&P!8T3H*E=gu`gA@e<2;+s z#K3PnQR-8s$h&a?kOEpZqbZ*(O|E2H9LMRM+YPtHcX1kJ$HfXbQM>xvxPagbJLNoz zGhI)*3NXQ+9U-s+VfCkRm}f;cVqzcmsTa;>J+^1?1PxZ{<#i6)3G&^}i`z{52eFwc z1m=jT>4j2__9k(Bejaa_s@Xls!nrifBENw!V#vWZaP|JVyklzi*;jG-_56UD*os}v z!gZdGgN9q4d(yESs0Jc)5-ubTAJjEK%FCu5m|(^6~QS_JK$^QDVeF* z>zF9)0t4hc2|%n64^=P5HL4fcOGYduxXIy52@@K{kR(2hcrYFnX!|2+8o3v+qiOug zkRfX0f;PmHt+1+i65=jvn~^xKvXI~v5F}U_TfbP;t!FYL;D=k0#Nb*m~_2!EC*yv;u&d! zZOt&J$*|1q+4t~d2<<0ZVmwBuwk?CQXyz~o_T$(Z2JhO8%TKx+VV$YuO7`7oBH_24 zEKD0bU0+|vj~VXK&7EWGrQZ$v<`EYfyGI*`^^}0|*BtcU#e6o)^0F}$OEOQG-g}N&F+5R1FNy1jDai`r)e3SG(;WuEGKjDGap{ashN#jP=p)X zZ=XJT_ms5L;TxKRGx!;cL-D@#2)tn4w-%inSJBVQNAI@3CJ+qo?bCPPynRK|8_R_K zD@L~b1zQh%#jcQFirs*24-2%sfsI);`IHRGC(F;U;e~he%zhRxda4Y3=4w+kE+hGR z*egY68lQRl%7-%lmERPe$p}Chzl$972RoDwiDe)NjY+RJp~+wxbvB2F*&0)iTY%feX|VA!}TrH%W*3 z4&GX4izep?Hx*z7Hmb9%ILapYc_X_<7*?isoQRX8-E(PO_e*>gal+C=y?~$|q8M%VVWA0pcg!lIhyx%GfN5gsrJ@KkG5GtVJTj2>7?Lbq z30V)*kjD?H8n5=4;kZ-5(VGN4`IUFFc&E2~oBoo5NLEowsb=Fu1UBNM=j0JmkGG6^ z)G=a~5ilM{-3nNoE4?g;qUTuLS#G*>k+-9q6F;hgA~XiTLYf;Cv~k-fr)e-%edlxx z%IW0_ULD4_JU32I(1;ZAG)^E$^XamQ)H0a@ojjVqx)YU2-xR3kPS$Xs?sg*;}o`3vz^F8B7jMt8D~rK`_{h;+#B~1?2=AqGe7L=Q!+BDCsM;71XzxG*C1&K2Rm7Kh{& zITWpn%Pcf9hdk@D3aH(bvtrDo;7%<$9B9SA17>hGKS<(YQW?y+(LlG+h;7dK>x*!i z`%Dgtccsb^2|pLaFa(zO?tWvS>K0az#fe`?!17jZ4p?5%3NEJ_3u#Czuj`9Q;N_bp z55hx&JPs|i=xs~QO$N8uuSmD0Kh1FiRWh;tnmcGE-t}WLt=rsmTjN@F>+O$jiowmr zJBTQkl2zu2%-pf8FHMzgA#fY7bvwh2Bn%MG&sU|mM`Fs zs#+lO#(|(Qju;3lbpb{+SA(ACImj${aUClu!2ZfhUW%987EAcc6-8c%ne!6ZRYZtO z*f+!B1BoU(69g^s>+@#nfF8}u4C1|p7WIX#46vAC6dockYnf}+fZgnZyKrN z=5ZHAwUV6ad+hz(ttsFs;ePnv;TEn^ABm7bMn9EaZo zL~T~15j0})vB?7n?#gwg*dZ@(gM9j&z0}TULH@&>mXHOh1?8@|Y&wG-fi|T4Z^A}p zSLI0`r96)JiUK*25VD%1M{FybsrJs{pxrgz91zrzwRnvsoSp z3nJ+tLlg0-GU^-0Z69u5J^GeB zXfos*7=Rgu=xY;cSV+pc;sDK zi>(agDjOn(p9Cdsclu@aeCPEJnxeEjsy2>e$o}bSJ>d=>lHEOA12jj1=r<6YG+-u6 zN6KAUOwn+DG&ctG24ja#o6@N0!=h5yg}8KTQ##f&(34|4(`*SvEVpNDEG=i-w&Y`( z^FcJ~lW#C2Hjctr;hI5fXQjXUhyLCzJTQGW@5VC{XcRLk=3z)_WCk>R%Ga5c8Ei#0 zhQ)pp8^v$M60_u9;KDOc@!+pF1Hf=OBrXYXBlPBZmaAp2IAfA>W5j8Xa0J0<4e)n= zN(<1Ss_NbYDC5%k?y;ENtNh||?=XJv$~z2Aemu9B)DB@Sr5$<~BdNOG4 z$lBsfDK00cn!Vtt=tI0nd5jr$SZcewN1zw+g6gCxi@PyCE8)3OXT%<^9)gOWCwAs zgCVIYBWVag-J}<%X`FOiFHO6aC&%=FMp~@RuV@OAOiCzx0Fl9U2wZ=nnER1kcp26dFgaoDS9X*mC z(UWoUK_lOr4KWrln2cTFw@E%m6<)ig3~JwTQ(8V;+x(Rc1S)=0P$GWw;nSQU9foN) zjWP(SNFK0%nUw`A0_hrtTEZ-;31!i4SAJ3c|LnbMa~w%>Aov}>BASiqsv@fr03Y2m z#YR&g2(mE)fE)rn+&K^nBr2n-vXPZpososd0439z?P|?rd#kgZwUybJWFwuet?th5 z`)NP#Kj}Z9`3Yz4@s5nlN`TFtF`Y)HCMq(*A&v66vESlPnM4hUwWHGQ;SiH(?%5*c>ug zg%j3k0{o3UREAif4jOATzJnMX1DCJcCB!B@j`SdkzKkzv)L!e%C+wtSZl^+eesWEe z_sLzlW=XcXCLG<=Dt84&%{>xVZRGg(>3(?5Q{bSiBfGTMV_p|WULMugX?iISkQiFc zY0c8~vg)MjgK5GnAIhAvSyI?15)We2L-gCf;#Z<^fWjo{?Z#=mv)kMGym$Wak92 zrLal-8zY&o{jjdz)yo_Qdhxm~V{nq(H2mrDW^fCeg*7-g3%l!G&-JwidFx z3mT8c1uHxEn5qV?I7TjpMpeyh4F%-Yn^ZR|J*+R{Uw%+7;+8yw%kALqm06uyZs2ar z0L}3UnWMr&5+LN3m?mdFSW1R(1PhM^umN6Jl1FF` zin9+6uoEAH(f;%0>$Y1=R){+da-X;pBljU|yC$^{JM*7Fwrp6&MI4J5EN-gudoIsB z)ZZJyGk72$IL!_3WoUR!pDSt@5txth zP9eDw4u5`9Hz$7MRnDnKjcYXL+T7kxE%Z>!!Rz3(nodS(DN*Mlro-XPOF5u!$5KJT z9r!2}pUcBYJy)^2P*Z)*Ty6-|MaYsDvdIcK&WtsFwUzyN3<*TAR_6$-Tu#xcXV zAy|PxR8a`+Xsevai0krzg0;G4V+i*EQRPna>;lwXm*m^oWXkXj9DVtc@HbZ^%0^bZ z-4I+owL*+cfDvJ25T?A0BQ2`7&2~=QX|S(HZz1J>&nN^c(QS^*HvtF7VC9w?3BKZ= z=XgZ!A_P~9z)hmO>wVrbj)H@AFs1!!O`V{jSx(vz`YR^uWc4YD$(IJYJ|*#k2PPS_ z1#y8shcWqyMkXQ29(i-h@lk;QOV){3epRFHkQH+zOSK{~A!I*JM+wTsvI|=XCgJ($ zq;v+LF7D!;R%#b4Oa?Sg+Qt!IA&)zC3y0n5)vH-2ths2h^yp#5szUW`^Zb|Z zx!{}OX_iFomRN@-*<}6&t%O!jsYBs6>hoae`&5xbVDH8>jQZrk@^xDin4Y@v9i=pB zLq%P4MR5i_vQ|>Ataau;>C_rS=ocpbXk@=JDSZz-Kb2pf8h{qskZI#*rV2P))0kyZ zJRn?sqM>MY%AC-&0Jnsb+O$7H_3=J^PE$IJ3kFh-+>m3Jg@jA@U>zoAmH*Ag&(Bk&DFU#vZ>e^n9Ht6x$8X?cfeObI4>*s%s^Ncy{6N z9o@!{XPt3PUdvrEWy?iks@h7yLsz|sfGwZ51H-TnR{-_Kj=DpAKyAm9wTD`i2erU< z8W(*s3=>AXWg|XEH41#Z?-2&KZxcH5Dm3-y<_cBZcY-Y~Lpa;X*{2CqSkNSk$ousB z-~EGLTz;mob1ga9ikx~?j!&-=CZjBmi}8f1!^?Fo{Mw`ig{Uhgh=wW_G6<*PX`I9m zK+=XF@@u6czm`zwjANQZ!*~!T;QR-wVnIBe_L~rY)vy^Ggi~;E6p^Jxerhoob+uR! z4)QQ%aFA#&HA|4j1nQ=!C7;m2I80+UF&iEk>kQ7^SrX}EeH+XIpSvVlDA@?vMrZgf;5~x3m3Z zb(K@%sN8{EwmWvfi4vPq8qKB#a85MU@X3naABUk|#r`fUyQ>|Aa+bzn;D$9^{;%VL zU|2kNLFDVBGRPUn#apmdEeRqp?w{Ohnd}Et-k;kYTlkDBU>;;em~gCR6;KPPg4Z%@ zu)K?|uv-{4*ypFIg_eEaS@sQ$O&c^bh+}Ao4eDvzyBp2WiFpBxV?&Qr17J61jQT-L z@KaNyek+ms)`)zE^C!&>ZcY6*&PN2z*Yt$L^AVKnG7l+gd>pp)aVQ^w4>G>#p|wmd{2Usc zOd%wTY87&FGeAbxE#j4jn}IRJa8j1R8^X|91F}yGLsLN75gmrJr09bf+G+h!>>pAT zj6Av(Au(z4!DgozSD9iisI-VF2Cg1t>41V3p%kK%=UQU4r@o6p~Y|0;Gkb#pOs4+l@g#4`~B@M8OZe%GeB!eu2Krg&=e~_st zkB5b$=utu;eyq{>@JTwY#muMUD+Yo4s#`~NlF8-5XoaBbIj3^b@w3}R*%g+QS?UuM zKlLTlF`#r6$R-PpVKs z{c;wj#cYE1m^{UI%#?9vaz&zeI0Om__W1ZJJ4T1)B9D0hQdn-UX3Es2fHEBwDwnp% z*2JU6t&2Tw!HWx7*GDeE;vmC)q;1#Vqf1(x-j(68tI25w>2fsSXTcyW=m;<#Lu?H4 zxBzuv3s}QH{Qh_UXN&ZgNX7rE!CVNZN`UhH@BaRu|LL!h$Nc_pf7_~eL6Ohy%h!Cc z^D-;@Sa|%9@Bi{Y^C6(iwK0}SI7;JU7SU&l^LvDJthE|I>V}%f3gWjB%e#vraPadVxIDK)&AFei4!`3gD6*}@mZYENl7Mj(oPQ%IyPg5qYLci0rsQk0mQ(x1q$*HsQ3Zlmi zae%2ueQVFZwIxh*)gLaFB_Zo6`NQx3%l{@avcYPraWs>N`F{P5ycL7w&V~H%U=mK- z6W|kJ13LkPvTFldDOSA^<#`l{^f;hNphRA;?N>D8F|GNBrj%zlOv4dAL?KXyKtrZ3 zds2+^Y&II3vd=UeP!Hi*Ss^bdm@D8#jJanZlCFx%qV@_q2_mcu4o>YByfqNFcp%_M!N#1aO@zW?@LiGYIpfTn7C00ETEy9CU|M_2AgURojtzWF@7#e5$6 zmh!gKd1z1PVcm2dHlI$_IeQ$CePs4G4Q9XTp)xW!S+cS`Ol%A<*OvJ{p580Zu`<>d z#uM+#a&uM&%AM|nLQS-l>g-Kjo zH5(L%jpI_?ICF&3RvAsTietS5AJnn(bGsoX{>T4aV1xpU+D6??m431OB%Fk&Ssr4n zqw?5>aT;x!b)21k*!1N59kIX&IaES|!COPY>uCVj)8Ovc)02Rxg(bUL8W&lPj{f`M zkQP@>uca4C{EQ%>7iV_6WSYe+OF0u2voMKAX@x{;>R@aHQwp)RhpEdcxk&!`Jr`c*O(fv!arLMN7CPXUEl)9{M zxGMqAw||uuV+yj>9?j3Q8I-VsP8Pub7ZxPG1|1=eZ;;=qlkI4oS3D(0ySAW|DGJ`3`;cT~Wwg_-evkVa*_K3VkTyhVK=F7nM-` z$Qq9MozQdF0Tyah6K*4x%vMx3+$CQ1b{40r3vB(K#SZToa>k8Z4yhU!X z;kX22Y>rB?Z*T9w9#?ksLXw%PZuklNuug2=yP~68^5WHaXYt?_oi*gittezwpwes- zCNX8&SZKAgfP2^Yu_0UAh+%2xL(t7H>fP?r*C_^hCWJpRfhs5fucA3>g-m;nIcYO` zPIIweVIY5*nxc*)7|kn8p6_(6-#K25&-}v;S>rrsn3C+Rg4dkb!E2;08(%XFP|;jn z6V31!*wYLw{SA0SSvH5<(r12%3s+T2g65juNfA&J%f~gF(ekJ5iQ+R@s^8-VB5tdR zu#Sc=+zf^cy0~zi6Q~Q&Me*?7mRnHpUugG;G_3TLf6+ zmVqv#$v&95G+9el$xiYfn=zFhmXh6-jVv>ftcr150O{)(o`A2osl0+S=B4Nod-8*b zHwK^71e3%g-yKlNd91%JDwVlmc1H$y1DKi-wOC;GpQCnw3L#P4u9 zb9Ae)H_2ei4tdf+G*>vKIXeO-O*ZW`(B6XdA#$uOUvpr{iwSt8_k|DVulNfzw<2a> zGdiZpbm;?)3g0*IKlfP^l0v5Apq7?3L_bNcXSEea!Gf-goRpZetx-$?!3Y@HKWnUF zn}8FlC(|;$(ww;oJcE@K!)svU+z7CG7=ZuPn?5&MM{Uw9CthRG+ytU&=PV%BSUER= zXc}$HF;<&w-#%5ffr1`Q_?`6N_8Y{&)`~X;?yA5|V?42>k+8{Y98KcxO7D-L^8P3a z?+=fJQSE8*f#EMcM)DT04mWbQY#UUtn87=BnEXh|F0~JW3?^SYE*&I{%ojt`&mA@JiH9 zN4{n;WLYt$kD{>QY9!dfx__f?1zD?h^2q11#7@Tk1Y(4bT;#Wjd~v zGcRuAX~Ph0JcS|8yl5B+%O2n5;dF}8lAr}C!ZV5@A%^KB+3B}*Q1sC$;#pS!>#D@h z&&WKm!o=j^6qLI!lPoMAJ>1Ci@QSbub-chqo>Oufr`%|pQikO@1cE2`>G6shYD@Rv# zzYlBs#opGM^m}#7ejhFF*Xq2g-{0J_-^UC3{Q`RXqQN>}^`bZ&LF6{sc?oxA=FHX$ z^DvPCoH57(1El=1#OGGChy^MYFyT|f(0B`;nt=R@Jke`?a=6xAh5tJuJtDB>762ah z$>C~uO#-;OHGoG506_o%R6wi0fZyC2z+(Uqe9^`K7t=5{qtkR9_who-NR3&pT&ao- zp#K#1{_`#Y960J%zWp&}jSWdu5nlVc7QGZ;1HI1rzk=ee4wew{T6%PTVn!6G$h%sd zc@;sG@~+-G^Xk0nZXKnm9tPx=f0d?fOOXC#l%|S@Z1!eM$e&3*UE)CT3T9u;#;wZ&pBvn-=s<8N-W&D_{O1w;XYHtT=%Z6fdu^A`hWB-C3-3+4 zpv4n4V*a1SEq(^|9>aegiaGlIIvoQCdlxx!wB>Sk^}2M)qb^xn4OTsSdBNE-fuM|> zK!k-T9#Ga*xpU?xPf3Ygab1zDG?a2OwvPu4Lr5P4=48aDzskEbhP>*=lUo9#5Bm+(8foRhX%RJeF9ZgX)#yS7~>;XPDeRq81v%-w9{afV7LvhtN`OW&LZ@QyI|zx zReVlUl7`cmoQKJbLOcezvci;8%oDJXABB08P==wki!n99#VKTCX5(;5NgM3B&@>x~ z`Ds>+31a(~Ce8T@wFxO^Bsx4gJnC4&)&49Wh66B|2@5#YNj!*)1m&w4!za}&ZGnGm zoSu=mXrXu&=VWtdTV9dwL7y-PJcerv>LrUyAkUoNeX@@yRqVx6%T#Z|MnRkol37Gq zyJap@3u7DD-w)v4+2CLOFSjlOb7CNhh;a=sw`?@8@E0-xXyZRZFndt~aghl=;8}I_V-B$Ddh+uIL=;qFLKo0V7aE9K^MZWDfJUa!={YpMN zPie8D1{*Urqip5z>O;ry%Ly1(^L*m2ajOeESCd%P!#aX~teFmytI}RbNw3U5L9|$e zx0glqsh6ozpUpT!#sTq!O!n0n^apUU_Cg89LRg!bd|}2=<#U4D zA$Q}143dyB(uQgBjao5beSI~hxhPjU{a1YNk;ZYk9d~9${Md>{@B{C5mlRo@lXbnX zf%V0vI>5hXL#OR05aMMxOU2`2Lu1E^O@_N8&72-^#Q6;B2CcP5Ade;{a^eS&=~snCKTY0soA&F|vu^^B9IL z0lW_}(3lCaLNEptJ<-pQCnmoGw=)RB@hHu58d>*t8i`jHhBr5=t}!!m6i?P4Tfz@P zS%rN1c=cgGenIIJiXHix8ygk8HAuN}p$G(fO2DcWhboVB4B4blXK_;CEnx8|axt=5 z4sPcK2!U__*&s|PnN3~BA&Mttoji7r4@4qeTU}js%g?a<=`CM(qj=KveYZm219U*- z*-b}e`8u7GJWM0Z-W zD4vv^?*Qbt9OSp;OIV+$zkE^z-Gp zb@jSwLO9~eEGE7MF)Yz}q`hn?`|XroP_ag7HTlO~X7xaNX6L0VyiN^oFJk=?N;uw? zblC<}S=TLw&Rfm+k*G%wtmr|I>eoQ6E$cj=6_R%BF!3wrbkI5JH0Sh|uW^Ou|MPE1kxhHc*JpG2_=A1RS<1fE ztagfCJfMmYyNIVzEFRkCd1y23=0hAp-B>t(3<~i&@w`um+*F=>>l^QzPPV01@eIG zzuwy*56Fg8|KEBX&|qidfB7}pdA;#sd+$}>8pu{U0!#6jkt|KF@HrP0(PNqlcg%1w zpp4OI2{~%KN2A$*GE^O-9n);e;}`!q+U+Z}B8wK{O-CUfLB8D#Ey4u-v>?b{0<+DoBySD7?ARgFxW}4tDsP zD+2M8XpTb=L+bI<9IF{H?~x|Z)H*dnb?S^q9U8q*x>{+mRBiM7qUGgB%s5-T=S@Vv z^~$5J2V>ON7lkb+xw}p;%w8;2(ImXwRSvX3*H%}%_Gg~I6+S<4zw&3*{VWapIIr@z z4gHwwuK@A&#W&pNEuJDDhqN31aPAB64`L#?yG$t5DkY0l87TB4^S~$kbcjVz$HN3~93HcaO^h2F4;6i2ngWw|+Xr92 z{^mdiPD9yL9t0#C90okAqaZp&Q+cikmjH)UD6ddyG!D--O$SUEhit2Q(4N!x*=P3R zg4RVYubk8?wG@K13`v;eG>l9t6One5QHC$gBJ}`dX2sLnF{#b=@GUfLI>2Z4`1+;M zZE`dt3E~+?VKk9PD?~Wxa_O*;UtkVmnpiEbcdUc-N#db)t3N!FM=H-SC&L?&x}i_5 zl^PtWz5W1waGsTMl~-4>o^Y4>AfTh&Za4)ki1A@Ah@~-kIW$EQvA1#*c{Q!Th`Vpq z)v><~q6mUB28lPB@B$D{p6A=aBSStBiBUDKwh9=$6qfd0KT&RqjE<)SO z9t=&ocyxkhAfd1#oJ`3x+-;Cl+Ga6&q@zpv_Wo;OssN@rs4m} zu?N5GsVpEelLug+zz|htZ;>q3TV#5+pV6x>H!?w|cA-!e+64zdIpn}0`hIo^_d)~l z{)}D)Y?{PHyLHoYEH${J=x3ja>Nb%_%TA3v4%YLIjy!>nYU?A{=nq}AxbdN$6)sTl z-7&Yuxw(PImj#9i#I6_Fit~n`74{5SfQ%N~ze)#f1RljXJgK&giF7)O zhc-%|)bd58_o@<~oN|7F znyu{vX4b{))4r0UkzIxH7tL#e0dkJ@=vKR;NDodG*<(}1a%ijI%!mT$F`gDI0g?4s z6!*!hJUUNHdDzN(V$0JWIxi$>d~n5lXaE5CGmwrwAiAVAD~7$FS|%zhD`c1EBg&0* z)Xt$O010g{iQ+J(NyNCk;8+=11Zrw?J?c8Vxlxc+p(R_X#kP17tDP*g9`UUm!M0|R z)!zJI314FS96n98<3(l*7xO&y-hyC%G9gJ!MF{+d)sh!kqve>)2Md4OV}%m4y2A4y z2vjXB>_QR0+4##ne~z_tA8`_nnY(nVGcGI+$rQe%g+~q*<5MkeZpbX<`AhT*;oP4; z^V$;WDdzV$`Vmm*mIG%V0^XO!W7phAnB*Ik)bnlWF|cWnvSY;9STmI(ifaI&~y~= z!L)s6UQ7eWi05AjQ$mg!a;=pm9~*+Xea3C3!{lZyc9i)zT0Lf$>l0{c^Fb!?P$WXE z%Y*NT;HOU)05s%3W7V<7Gdo23|{= zgm0z8B+K%)@jAA`rOl^`_XTy19IldZL4~69LhXl7KF1e%JbKF6qthi>F{b%NY$)zY z`}45_Blh{a|T@_?Mfj1S`@nDkR;}4CqcVT>5mG1!j#eazid+40m3}?7nUECWm129UBSDMEcG+y#u?Ut|4yPxzA-GvI@i`@S{h0Y zRA=G_QZ}LyYyf;$E=iD|}??_~s6(Jf2;a-#N{%{F?i`M5p;u))Ht_ zhp%v;7W?$A+N{2Xt&$9rb#gMHljG%Uy~6X8rxmw=p;DF#W#<{%#VP`6QLFGqkI~AQ zDiFcH{c78P*e(B%?OyU8$h+|kAId0Dyz6R6NPxK4ZgcP4xvh#9NEmC)qoj$D)s$02 zG=Kty&GZ*!ojkb{`E!F-*aT3gb>-dIWbZ8>BMT?;Jqlt;8pA~UDz5&N@gTWp408{r z3~vGNHM#R%!>M5IP(bx&lgk$se3ofdQpr51dAqSFTpq}9EH^g|9##kuaWq5}4OH42 zw6SvwYU5pSL0L-QECM1kQF0>$O&z$E+|yED)&UX&G@r}lq__==W|4G1UGtf%BT>6g zCNO6Sk%5%1dA(DyL_HGnzdAapIL=99KrWu#tS4#XS;}HAXgUV_V&Qp=re@k^1^z^v zY_5R+W!n;b?PWZpzzq0gW<%fN5mf7y2c?Bq()k&^I(nv_d!9Wr_$V%KJEH}6YYsTK%!=s6SNiro1z??j@@qUU{nac-{E> zfoT|apS1bjlAf;8k#C&g|P^`CI9j0 z%AG|+v&yShzV-l3aRFtsVvtR!|G;r}4N%$3uVG33`SoJ3c{a?GX6gU6o5G*`0rk(o zWJv25{dSzE)raCf*BtKCs--#5hYJ``XA5e3)yHNF!U*e&=#P4AXc`@;p-58m6?g8m zkg}2mWwX(Uvckq_Wd;BWnp4V(4Q|xDF25hH9>K-d5|LwMwO^8T(%VjlF#Rh-e}swE z0%U^WN9zN`0>4xMV=%h6WrF8)1ff7Q%EO*Yp3N5N1-w&eVIZa#G7Me@WrF4NSZxY$ zj20T$TO6y^usZXS?X)xE!iCYa%Jo?%=MqI-E096R0C_|u{*ydVvymkEnIu@x$O(AA zIG@GWIcIIvHGKj>nOc@C5`yDt8Wupi<>*yW*ZZvP^yPWXTqw9WIN?W0Lzrn)zl6dZ zH=zLt&|u3B=1$M}Gbz0+@R<}bM@SWT{93d0EX^*`mZ?kO24cuFtN!N4%hwY4{5VdJ zm#@{Zkb((Ik(RBNk%o^#B!sZ?X4p!}IVCy?QG`NUZRH{6go27Un^Eh(<3sMccpuQV`tXefgn)pW^?2b z$TQNC5zx>}Y6?yw7|xcl7U??;pgOF5M6y(o8mM+6tRL`VFwPsEWp<)jr_xQLnWuJ* z<@OK3DfzA>(CR2kVckzQyL2tDj`BWq1YK%u=gwN!+*PS^q{j+3ch4EeFoAqMA+lu z(_q6Qz_GNKBX8&fW_4a9+$L(J;{$ptN3PZ zqUm#an;g6lIJ8GEIlbwUB%Z`TWgZy@7YF&3ax+0cyN@}C`bP7%(LX7`Jz}8i2(D{HsgN}dc zic*!q*TvN7Gi!?Kkf~WRdzO-hV4f*OK@2HQXyD-U%lNWwItRhkcxl;C80J!_LOL|7 zd-b%wdWPC--W0YD#tCC;+7qV}(8BD_uN4xewN?65{<%_{`eRdxnhkRZ1tfdrv;rvI zC0H|>kqiD5h{OI_R+r>4JL{8Hl3ldSM;E(&I-U4N#Y20R%df&b^_5Q%j(-wb z9{spe;S#BLbn(<%%(=gcVGD4#9dbTPn+|xCk*dx|*~eY0QCvB1_~i86Iv+3v*;&IG z8~fIFnB@b?M+iPjvk8u|eo*;@_(1VQT;8)YiQ>F!9w?Jyme|sCBFf`N@RWIC!N&1u zTr)T}i@fJ|FrH+Q{{!f)Dh5|EuxTEj#|a(LsPVX>Y;Z<%-vG{Lr*u#xRYL&Fi!e@6 zAz_aq%LikMd1>R!KxVm*_Pe+}tualK5Q7g zEu*Y>kY_tt9)5%GId1c0L}Q8L=hMgL#x^voz8^avxhrDdNFd zyQH$<Iq2MvReo_O0X zVf)RE*_rj!Aq)$ujX8vhrU2zhfx%^rKpbDKTYyU<{!3t9_1PI*4H84l7bmUqAeonF z<3r^+R{UTgBaNiE-SIo9nyzVO$26|wfE4y(Q)n7F0Vp zx4tH2FY^PMvMk>eX_l{^dx*BWk4dtEeU`|Z%T1e%ve2Q4Y{Y6 z2WtD8gtH=(W$J=)LQ3Zri*NuVqf$Jj+QSah}rjS-h z4z3INFGSc(FhYZ*Mny)#^DK_YILppRn#GLPdb>6`QL;ZgL=BGBKE%X=UW-Y9ysqhF%5_13G!@Da7<8^}Lj557Iq)(btj1h7dH=6J8ABUW(vf zf{*fs*s6*1h5Z=8z6RkmLx(yf`g=U>HZw zDKxU7IbUq~;q%8TXj9qxn3+6uo_87 zpxGQFzG8e?sV61Cl1`UoaGUImZK4`=nrEXtgxFeK+G=k!HxINT!5Cpvjcxee!}9;K?GafG{$cj^P^N$2a^NSTqQf5>)*{3{!`-d8$65 zWsYK%>f+)IE}|}JZGs*+D6&a{0dcT7f3)Dr-cB;K6llic0hj^JEp!FqH>LR`Ml#Q_+mE{=TD;K} zUuL<9#@LgI%OL3*)m7rt*7J~!+oPD%qZ#Xfm69rhe4+jOc3F~*+@dgwu*iW32Rkm@ z%CKB^$!Q*@gRxt00M|`6D_qD4Giy#SBK>0!TD@T?6|>-C9NYcK&{i8akUj5#U@Xm9`(w8^l<0<{0Bd+Y~Wcz`x9G zIf>JFf-eFs6d_JS77s+f?Gz$?op(+8*CmkHB|7KIc&yhcjV9z4pO_35>>GJ-Kbfbv z{c!aX%W2*vr&rUEK~h18{tx3G(=aMQOtT)3UDunydrS-CZEx;ueDh)}m_$7ECuZ;~ zH8X~;8k*!B?FvVNNB6X+>A7l0)AKmbQn;ZZQ52?ZW}Y^qxZpW&RLejW34cUStI1%h z>hEs8AsAXKUpPR1OC(^1CR_8O9pu;RT2CPdZy3YFQtRyuLiq9DBpgBjaSUW$WaKo< z3V4H>TFjmc4DaHecqcj>W`h|!Y9UX6NoOd&k4*3xMO12kHwz(@!ws8K8r?7ms|7!S zy2a_}2BaDW2@nK2aQUgteK;V@JX0B&WsFUZ~6(voeAu#Yyd7v&IQWn22-?biDNnwPF9{or>BI>Whe`>#70bMa9F1EJ4h=HJ zE$mvri!o3^kmaKlK`Ow;yJzpO6(l;LVM=Cz)#qWN6cmt)%pDLXbB1hde+f`g3ZgrI zASb@hPYpe=^L-1gS}GcErO{K%B-JNBInhrKgec^ZrX;%BnORPg8I=iUID8seJ+xT| za;BK@OXBMBG+t*itSm7xvMp{9-%{V=S_A36R!`Ztopz?d)v7+S=RPI^Npbc)qjs!s%u~Wr&!7YSgDS z-Rx{_yxrU0dv*MF<6x^2zFi9duLf(iaCf(MU%&nJ@$-$%Uu^AF58SB+kn{5-F1&-b zX1V+NMQOa{3VaP{SO9jk)Q+4#3|3vuQq@d0_74`WzgefzvcK4V`SN&c_xaWf$cVFF z3D~XI2>9mfUv0hJc(rx>_VqUh+k3Anp_eK)0{`mm#+$E?H+EjVe!G3}^=|dxOBEY| z-{0E&=I!>uuaEaPH})!F+qE3Pe23TcE6!)80=Eupzu7t1)+4S)Tc=*LJ>Pn{@y*Ub z1MuaV&_R^VP7~VuuC|lXV@kt%jb`9H?KG<80Is+RM0RICDVHpze2n4`#gkc5#Jw;X zWqDkTCu*}hE!!CSU6!9gCOC^RCG9i>6EL0r>q1m}z?sE(&>JS%1(NNNaD(*S5vAKe z!dWjD!L6`lCRuUpT&7_T>Dm*!bP`@}W~mUzAQz1Mz-Q36G}~V58I(amjFk*8T%lna zCRZ#*8AUFgc7aolEbtf$8W^(n5VFijUAB&pjfP3g9K|dt@(@9Sv(Pk;VS}!uHJg5P z2Y*8zInMH}GlTw04t^1!Da|pE5oEf;iT%cf6wac!aKH@mxQGWRifT}DjW`@GR!UD# z6W}DAI^cwjoCypj7Xx!+x0QX|X*?Drm9)+Q1y**qTOjF3xp-2trVAmb!;t4kTm-@6 z3uyv^mLjy^QWH(M{XixTei7u&`9H@zyeTntqf(O2VU6bk0p7hBRGViMA z*Ds$;^fNXm;&16FW}x|$4c1mw3v9BsYP7-q-lvJv$(nA$+Zavw%i1sK)hntStOjnA z)xc~tQ1`>ysxh+F(%4qb(Lpxvgl_5Bl5!1nJ6r_Jsn~wEvA?S$N1lS9t(vZVt{VRo zdzEc}x>|0m_DB$SY1*fEN8W=kVm5_-T$HdoXYS_#U{>{K7Ec6{-TvH}=SLqA;}|;U zjfV_Dr9n3!Z>dM;-bkd7=H)!a z_NBfLIRn#V=$wJEf`J$UARus-rk5qWabDL=`w?UI>XyFknp^D}&gApTO;C*7$69}p z-d$wPX}t75{UMgVYw1vSMbtufQ(P+J^rTr!UymMR5WBo;1lSzWCyc@~6q! zkd;fLh{VJ7m583N{D$V4c&Qd|)eWw!($f>*kW7PxAybC&z(u912ca6onGB}&2s0T> zYY=5JnC@eT7M>WTwpJA%4?|oVo@7|qELCwH5`=d0oWQ7Uj^llS{}K#!Qv4u8j~_ zQ)4}1>3U`SvX@c6RCX*=X7!Zjr1}u0eewqUeD}e}jp*K%%GS61!#+N)TTg=4lUhqx z?MYwaDO+nf+3Zb_n<85BIyw1N=WDkTWAE!_faeeSIH-rd^eNdCG3^tPWXqV>lVI%u z0c$;@4Bjr5meB#7$I#8ud>e-633 z4n6Akx6=Sj;14qN4_R6kz8psN8<`vNWu8rXKWACGw7d&~BU#4{Tjqg~p(Kc6Hci5- zV|Yq~cde>#WX>avT$6j;T<{*5FD-Ardtt!@Nsmp#0S$yubqtxA6j<+P4VhO0yTSR= zGJne5hh&#Md?W7d&~Qkg%cbS#X!8WK1{>HV{sj7F#>Ty!Y`{+jj;&{`KG`p_=~JTH zYU3%=>#=cm(UXQ755GdVPsy8Xsv#P0r0>99qxW^j3UY6m9tG?*lgGj6toJs&@Zk+1%e!;$&DvXjRX{63)*w;674WxGccUIF&jZHb#%)$-xwQ>Fs52@(cs#^tLYPV1`#qmc)ZA@*EAcNDt4nFq~PbxG#Mk zpK2}DCH_qsUy}AD9K7D|lASo6U3U5eSnH2$wX+1z-aGJ%4#pX|_kI~a-y=8V+wVv(CoSK-xU!;d#8zi% z^WBSD0R9_rWre`C*Xk_2*nSJ`K>$VQ_ud2Pzt>rM{&r(;^J^SxBumM|uTZjqy9)TZ zx(iKJ>@2Z3=1?@!6|*E=s{!5S27{(56i7CibKN`Aeyv-A3$DtiQF zuikEL>1q$5Xm{h)*51K}DtvrT3N&NiW3~xKj5B$|VvIT)FR;`6RyoPyd0)YN|Et z*b*8+9KYP&*;>DMZwdIoH_#hj?iF?Yu9UA|Stp%NR)muQTT%5Fwfy?^?pAH3rzFaj z2stD@T$DFrcIJ4o^s~>%X->nlr6@}&umo~Zbj^F@=qV}26z+B`73lBQvQUN)VQsSc z`kTE28^aH_cB~_!vJMhqy}zEEJ?_P9`ze^N44tJ<$u}$< z(Z1r6-4O|pUkcRuiX4Xdhy_7#v;@7!X{3+X=FT?hahEIMK7sK8yLiu%QIeg8$&xl5 z+}Q^90u)L{3y8@pI0w=O)4ki@~a%)I06Zksh%Lj&ii z<4G3H63Uin;*7%hc$ZNuYOY4X7Z6t{PFWEq34aEz9Z&#}Bv^AO^pXx5G`P3?XZLsy z(h;|Ju6O*iuZW`KHe^)=0eq?w-vY@6bZj$tb2*(AXcoablBi>2&oSn3hB4p^7x#qr z5e6?Z%_Uc)jb{^%TW5)bg3tGs&4m|}67;=9+nv+f^&G>FYO3jashLUE4H8v#(1dkk zC6#()5veB@japMQN~N#XuTH4Q9U4@&Y|?MOq(Lx+%11I=MdMikAE2sc4KGpt zw}vuE{?4!%-0dG9%6AalX;qy#w~=r-w;n3cUSBw*g~>&D1rBkzAQ7}i#4Y45!=b|1 z41~?5hKaH5RAD~-@B;Oi<#=Db$>~9sCE&>>9dwo56liY2L%0P28g5Wkbb|^3_^lWT zgwt2Almy}sIV^{Mnl~{v5D02UgkQcE*gqF5GR-LuJbrKa;PvaBW7G~{RAPv8G`8h= zNZOvy=!t2h@Pm$Kkil4bB0e_h^-!gByP=7ZiKGsEpx4G?BmdJ?%ld<_rXNN=_kEB_aE-^?)mzen5#i#2IfxKN(3V#L;%Ej2?Z&BsIgY6<$H4f7#0h314 z<#WRd2T(R3sdd!>4iC9R+tbG!gd0jzc<`t^h~l@Qw=hBd8Rms;>4=#N^bS_Y<9Go4 z>;lb$*_*3<@Ib5AKUk|!t9>Xd9DD;&u2gku2dmS~o$aL>DcG!AA)1@gV)OP|JgybM z&GwCjaJ!LL5VzK#S{S#g2|%{AT}D17a4S7%Nm6#Ot?NOUj?q}l%B6<33e-Lub%@e> zszcp*q~6NYX$Y|&A_U)A4ED{XBnsbF7_J2Rv?5^PBC+^+iF{QH$-d5|L8uwl@EbUD7^rwwW%y{;KpT-948k zpHxpy(syzC4DoL}#D}hVyfGwwp5~>s>`ige$h~DAn&$YM{jImhZ{EJ%eRFW{qm6d$ zmZObRv^18Bc$dN2GI}G!XAk}x&b*|p-Bi2E&$P?^M7!YK*(J0X1pE|8{C|^Ew4WRR z=A#XMeohGw)e5msY0?N+4tv zS6Xmyo33%LyVgQ?iHz3VapV@#<17gnQ=!PB{rtQ}I^!va4_ac(7nUy9^wOyti%}hz?Lc-P&^Wq_aXrdWq zkkAIhgOPTIlJ)?-J4C=;1iKq8jHsp{>oBi)KqUa}2mRqOlrwPc0K+ySELhmG~csJScp{repL*L(Z#NSsFW5>tw-J<)Gy zTwUJ5wj29kew8!b83cPE+HaRgzg?^jxUM5iGudPurXwoz@yY7|q-IDWg~>1BdIJFR zn8?`(2=M6K3opW4D0yHJxfedR!Xrgg>=D{VSw77eB{xeqJ^Y{e$Np>ShTOlem38;;lN<7!bE=@hUqOxj3fe{A2=7y|s$By6 zD%V5tZhSj1nkK^wPIRGlfY`?d26rrXq4840sO)02VFMq!5YvBmi$ zD*`q-Aija=mBnTv?g9Tv&oLT-$#jw%jPtM4nY&3TrT zhGlSz{&gY-B}XLjkZ>2M!zoq(cFuT-uDeiO4zU6(+8GVRbs%WJyy6^)E>lVq^bcMQ+^+;s<1u2@_V?Lyt;8_lEH$Ih~E}N$U@m4_3ly9PrWa z7baDVQxV!ha5rA~>Y=?vE%9Ytt}`qR9e@Z9S-=HAP)SchP^K!j$lC?ByC;YB-Hhf} z_rxZPJAeOxY{+v~fd?Brk{99AmV8T>u&c>wmawiM_pECiUf*y+V3q_dSUqI(#QH%t z0^{h*I}S)bM&O$!ynj{&*k}x}?+4)L*i+GS$l4QY-pCPtM&1HJXgYtMWq_lSTK*ae z;~Oeqomzyiw>Dm&ZL7!#EjdyiIYVG{7qD&^Uv^dGGodo91TPazt5+}X)(FyI0r&XEgoN(V8Kt!p7mGcbu~))YC2T{p9RTEl_vxp=d zo;7_XzkG)LX2ta1i0CzSx0Ls?Fyk0mlYYDLO4Djd?;z}ZOwYr_OB}8LyF7m>mR?A1Gd=J*H*3(8qWOBl7^qt|Z9t z%bS=j@Ni)Zer=a8?Q->Fxj%wUS#(3o%h`q`Zq4^6WW^|idk(=`N(BPmq7!b zL8`FP8wda|WY36*5LNPeE49=&jao9#&1JR%+GusCZWN^VGV8OxNlJ|+NypZ{>%wj$ zm(bX!%{rFVX(b38wv!|?r4$s2oN}72kV+hLI)p8dwz)K|+(OV5Y@$e(rdAeyierBa z$DWU>nr_(W5{{0=A?Mg?$iRv^*n^9UV?4lE|7&sBU0Fn6gVdiK$LTQRJ1dW)S0!Wj zlp5_`?d=Ka&{EY3E`3A6+EuWYmK1%E1_Y!+6VzW?S_?o8mO;$?Xf`Mm!29<}kL(XZ zNWmFp1-$gacSAMw5L%-B<<~Tf?1qYt>t4Zthb=vVMlX|)jqL_p4DHe3FdoD}C5jk& z*1bK3hF>dXmD61or-Ly6pZ^y*1-{nMX`!F^(i3P5Zf9X`H+5sJK3xUf&v5@{VX_Z1b(+lvNgP4ahX+J29T{Jp=5e&Nwu-9)j#IDDImp@j zB#t=w1!FPtKza}r*%?h4N58ML3$k5cI9Mi7>5a6{M_j&tpM-{xzzE!JlAcO-NyL;? zyq3^yK*TuVNXv2UjWWfRutzf0iYwEDYvyE{XXlg*XDI#&y2cUEqqPmAZ)ZTk_#JgY zWf zR`dR(#x4K-iF_m|kUGk_-M`;QcTw6CTEz1(nTe&e-VaJo1~J9PulM%;jfoQFR|IT% zU^vHPpRe~e4D(s7_{BY>MW_^SLjTV((i}Dh4#_EZuw&zRDo;5yz+g&N^6MLT@nmg88QSgTV5N~L)MP=@mAfldI0DinzQF^)kMS~oB&?~}Bq zCLozsoy7vtF}n45tI zT1pG$h}Nll(1Yi|`<2d(=Bs7beVOc3y*rD?TzJZL5}0xFAm1JHEGy*OG7q9t&gEpk zoBDG(l}B(z!RoQy`u^YjkAMEBzb3{oWY9+51!>P1Rl8DTI<1@=o$?!eFEX>7X&Z1e zA6mzJ8rGFdK?3<(ud1*(pO?EmUywl7ACkz(%YN?;+PHF7$b!w4hS;S;UDu3?(E4Ay|X8towfKLxFlg^8`fx6d3a76pneVF@1W+H+y8ks zsP+Bt{=sfAn#B<$x(IFaJ&qTs&gcqr0l0?K0mXZ0!IIN7s#W+0BJy$zcaYCTVDb$e1&=3W3K!g8=Eu4(A&4(9B8%&fnSA4A_Kv4c)H#IZoFM& zL)NiTfL7ue1;U?aI-E&WhWHtQ&2g1&3=#y23R_{VrGCL@+im&RRQO}{a3I+;-;a1H`WEg$A^p2nL~`fwq6l(ADs9)L6NR|%4PXE~h{*m@?T9#-;S zDm+Q)?5W2Rm6U1m!P6vE#EU@M2|(~SJoMUx7RmaT6E;FnT(>O@i=A_fPL6jXwIXuG zy2yo%eLNGc6@5V$Wu<4&P#s`2hpiEGfL<1w3Lrfp|L%;iZ=Uwkj(D&8TM8SPNE3pY&FPCq~!O zj-%ZY5Koq`y(2K8^3y`HA>nI^=_BNtF1(CS@G@4nuf7MZp1=Rwe~(>$|9AhfHHXab z<*UUaJtzt)sx!`JNd%^C`VxYjgG!PlbvzXIAOCM~0$_0ju8|ha#+HH%@Q!OPXX!8L zxu2ygMfDXe(&|Nwr9GHLi!Vu0 zxyk+b-^pfJ&=ICrvu{dkJi$QJ>Qr8lfBpZW;^F}PR+q1x_H1@4LCp1?=Tt%)OVl%A z2HG;3NbLyNtm^URG-|iL-hTCUt1}1V159;G24PNzvn09V-Kl4m%05NzSzoXJ;Pfc9 zHM?6cw!hhJ$wk3FO07YSYPA*`)}7byTJ`vB#JTcbdJ?1k_g*D7d+)w|@#h^bJ<-vf z@4ba*;{z|oTOKX*VmKL0qT>=WD@;DF$8+C}qKNq{r?izvvV1)N zfA8{rf_#m6oix2OBuS~cDCBKYgV87qxTtKKPa+#_BQkuFSd3x+OdLfK+vf4C@0@M< z693`n0RA$t7ogu6bwS;c6ppZi<5g(f6&|mOGYoJnrFAYzwE(71Twu8=hVbr#k{qVK zltnX)C@H>5Va@VVuF_E00a{903Sr@-OmTF*kEH}v2lNEb>~4G-qLEKD@~jVBi>dg5HB0iYl+xJ7koRwOX5rT zFQT^aaD(4AnaA95oXYdax!~{L@k`VxArY(|MLusF6*7;Xx%0*MxWrV2kb+gw!V`fR!lIm1B~Z z2MZ?Qw4KAMwq;17oTu}-!q~VNrel_#fz4k_p?{yW^FaKKHCj?XvD$^;Tpb?Gh!x>v z3INp)Ub)L%u;2^##hQ0I&F(KFFi?eXh%tjo8g?EMinKN$IupjA`LG9!Dkb^f{4Gc} z#!!S&DA$hHJsrS9PfxK0CGJXo5H}OXY~W0k!(#Q+J#v7&7{5hKHVI@qYtFU2%P~g^ z+0bEKT3|YyL+~md=qTbI>UxKP+pSZ@;}P#kcF~$M9z8MN@`iFF+b{XQIA5Oe)2;=L zdvQd*j3ZtLp>4mgY9Z5#i)S*Yl`k%p%f(ytIeW-|h$xZAaU_f3=XNAh==4b|J8RXh zP{O9YC=N$y2Jg}CBJJ$IA^K~1ofa|HjDj^laYepl^c<_~ixR7v48EYG$la3s*nFK} zG<}nwmV*$5@@H4AXe-G^BanIO7OET(%UvuUgu$udB?Hw*0zd%f3o9-;oRt-F;4#7; zNVh@naIFZ=EwH_`$NL;3J1bxz(j+R=KN?owylsiQ9Kek&y@b9Le`wl}<=U@IbNT>D zZF~q2_!0aP|1nO{l;&VkFP;1f9?D%^76{0T91AJ!HDPD*bSoXjsbMdt6DVQOh8{^X zLa~nU=`ujW(rg1KcLIMMFJHe13mT-^MY{vy{x0Z3^DvFFNgG~u_Hl>Xk3R2!=+BD0 z{jf`Z)|sDZ6UR-Scv zcwl0lvjY~mA*QZb|IHOmrZQ1eY zgC#1{gt}+WP?zI1Xgn3$6(y7}#UDZ} zHbDRD@%)oMo_e~XwjVjo%5u-eBZaHBcaNXcS!i+)&@_Tum8=`b(D7#I1tns*5rub*h3jThm4#$Qavv6Pk<_b(#Mo>M zUoL~D$nVOCY$9vP{piU?g6)wl#5M>@sR$rK5Sc|`&cxcvJ{6Gc{#5VUb zrf4KViflxSG0i&_jLEc%&Vlg++_JS$_ePYUtanO*A?E-qzzAj~L5DU3!=%#httj;l z>qjAQE_M$xupoIOEt5&*CzHpng>fis>v7SJY9QJb1$^%5ljW%M=1(QKV$#_{{5En2 zHUobs8bUwqTerEn0jm6fteHgf!|r?0$+01=i=wWaG*6@5wlY!UXs^p7;I+Pw(wKzK2>8-Y@x%LA6>MY|n#$tf<$DOj2HNO-trRgy|$pAKAC z10{9)a0ue#EG>>YLSM~MQx@A#rzql2;fZ#u66A&T-`Bp%<`(KVKai*=7u1*JQs76S z>7Brz^zpG?9u9RexW)lL)am$>A@mY&CE+$0l0%y3zo1uQhmPRZswU(Dj+^Ak*m>=g zj$kqPJO5LE($(FRPKE&mB6ko3I4q>-Ls-Ef6m%-HHqAc@@*3mnlfxhgV9)kx(KbGG zj`Z#Hq~p@}ml$$E`JxFN_8>LJX5h|r9+c)_!j!}lFkFO}LJjk3kT`hvF(@J;LlFxgrTfNrx2|3G9~O+-~e2VD!D5cfV!CWS0X$6S-UrXG6td z>ZiX^RoaMNQ^r4jL)QBF%yjMs_meRIobQCEZe1}%yRIxWuLxl>H|;IKvp=0qNIpxsH-E4|<7@pw=tFpI9-JD<>StBD0zpe_#HATpJU@H@Fe? z2@1Yu8-bJtWO=;o)NkUT^~p7|3>k#x8yKy0l`fA(WR4Yn+xhh5eP~uwWsZ&*N049| z7PCWMBI;^(R3oVo<%{d*`KnZHlT3`kGeEGbx`bK~hd^aplNIGc_Jx-dk z76x4j0PdVekiy@n|Ax?_^Nzn0xel_6fu{?sgRU?R{J~=Q801$$FFeo-;e1rgPpTJR zVAbsw|G$%M-s}#GFFI5sk3Az_zK#Qy&GG^Fjg4`#)qf2@T5A=+vx=?RzwTkg!e?pv3qj&9k&PKdqt94p; zmF4n_RbLyQD;<)dBtnKb8}bd*Q#Y9|Z`eDeHRxMe#Ho}FZp}W~jYK3YXj49*Iv5SXPqDtK7ez&}TI zgEF@g%jW8kYhc^3*U#(qR_Dy{+Xx6nxG^BzIN-$m=&5hz&56U==|j{==+4UZEeK7Y zwD#>uy22+=LEKBo@E9{1fFl&=6Vyw9v(3Ob;53I_V;4KNw28i+8&MPs!p!HG(`YuJ z?KbO@F&;2R9*}Vm%6gIjlhrb?7hv_&09YjJRR9ALurGXI^xk^p3RTg(0Qu4wT@O{) zL)`-UBrD>nJG^YKbzKO2Y{oV4A({sFZU}-vVN8vf48wh$CRd%(;p9;pJWJuCb3)JY znFAYqMOK3^z;PXeMSx~hmOh435zPTS+95W>(>qPg*gg1@7wo_&`eHEi50vSUB$+~; zS_L?63&goydG3s6DnIHCY3;3Sv}&a~ek4ta&On!1iHaZaK6zj?wol=l^xSXiP?bR6 z0tw*5W|m~RiwG)yh>Htmm=Dq?M%<47kG=O@jw3np1i#}cqA5;SRkNx9u$xj(k!UUm zf^1HcYzknDGY4XUL}gS}3R#)enOOxuP@V0b&F+V}xtSYDbFv$oHEGw*B)c^`n=kj_ z{+P`p+(YyWoF3uM-Q#~oW+ec!CC#*Etcl8u^!VrD;o;%_^UD57j1N^=yNx7E0AK)x z{U-`D#5L4dNLnMk$9wB!XqZ7nEwb4t>7RnD8R(2O%4aGrjx6eL$n>ms5f8o){R?4kVYVB-*W zGZlsH8Pzq%Sp9ok@FMM|&)K0Wg{OAhaq=Qv!80?nun6o^nyf~A1X-Y_L2>~uR6NnG zfI}fd6Ce?Z>I89It8)SJypS$p|2sey~U>k9)?QW0rl$TG|~H z9O+8OQIv%H^o}HCZk)JWk5$1#HE0f3RY7I5zST92cc{X%VNYaM+^LItFufZpZO2x^ zMhj`#$bq}!%H6dfdog$4&x*9NuU*l=TV9dFbWyh;s~twPWf!hLM9LkahPgN*e{LmAIk5&zAbHCvcm?5&f&B~OrmNA!A7G0%hZ&_1oy&NQzsnWt z67q>IgG+`6A|J>>`@`7s-CWWh8PGUaHR6b0=Qhcd1^K@&VPLxp%VkIpfirV4DA(G7 z%Ha*)+Aburk4wL{x=qN;A6}((R%Ixs43ln}@|)dg&VsC-5cIu-jJ2u zgrGO%Wt@jPZm#iFG%_EBdm$?!ttj>S}mI4X9!voyq`sAENTd?UIJly;}%EFesy zVMJ(POZFqUA;fngM=H45DuE>&5X!#y71yfQxk?>Y=Axsm&`v>Tc!UcFmn{WVCqTh* z7!O*v4&U|>8N7At@J`Bna_q*up-FD9Fa4pv(*)KRPF(DTm+2| zKcp$uVFmQU2`OMSWAf&cyln=a#0gywh&tesA9s^@+8GE=O2%5f-GW2@{oV~TEBOv?vLjF-$jVzt*?{*~(x zGG#}LKmS&-yvCLxg_+U+-`nm0ij&L^zdsBTskD1DWl^~vWRdrWZ3J=5VsGsfNyk8iZE>I&>{31+uywu& z;3Css;|M~ttUdMJSs|nK~&fQx|BfPpI`2m%u-c(Yb1$lm!W+C+9ZT=AmKazta zZzHR+VHOq9Fo><{J`b`GG#3aYCR&x11+(bjsCW4AlwZ7y`nF#^W2gM0vN`~PY&P%b ze5mHVt&^wxSe$8AOc0pWvvi)v7yG<;CZ~DzMD1~iu&VgHvbz1<=es+v`yV~o`|?Hq zqc@-L?(OzJdV9wmyHY3jfB4+#l2OH>3a^psK_Vjv-=F$mJJMcXov_l18|p+pi=%>a za+`&vyihtrNn@b>6NSxv`!Up@zQcG9z#l*Flqt|q%=)6XJ{b1!gOZj&c2*j1+gCNl zxa252hdW+#c4r3stD51N$ECHbD~K^r?Sgbs&meATT)fYH#~#k0+BL8G>u0AV@b>UlTgMqk)tG^s%@f zTlc!R*%{A*48__@b4E{)h(-RgBTbmd%BeofNiM?HOz|uvciu) z{E*ctbGC%P(%NJGbqBQyt~EL;8;OVIDNNhcMBblv{E-6JcKA1Q3Sa}AMXU_;QNea5 z5V`FJY5S~1QPCSh;T3NGSO#=s5T0z37A&8oMJXCO3@$vD7<_7&guno^Q3^LoXY$L} z>5RP;Ax!0XBG=WUENQQlwO%_LKsr(45y0(f8{j=XhpVAO9rh8s`w9DqeSbs#XLEx* z5ufdUDR8ShQXhETa{ZbL7N>AQE1TLrhH-{xkWeNW@~vC9FY%A%E!OM7DIMb(0Jtg5 zra`fF>lVBF*?Pzq>u>>l+=YH8!!*PcL_%XJd1p!g^Ee&%i!7SzCW6WWzG84S{3uOh z9we@#831FHOzhDk~S*W#D6>u5Qw|y%X=s-4ib`B}@*%hhc<%f;s+XbglB+9P z^8x|dc?fRRwJ;#TlhyQTd!@C1R*)PgnQ$CABm* z+c*Y%;1$(^-7jD5Ouy1L4nMRneXdsVrOyWg-uhBm1Qp`5-drLRtC56{~h{f*vce*+vTbk+r%+!)A>gXuJ2 z5AYwP^Ek@s97RE6jVKWk>@1IB$oV7wAT-$XS)7U-S&bVe#(+Jbf2n))2-xZM<(TR9c?9uWacnXq9iVuWndg&|jU=C>X9|=+#YvcJ+CG>sJyqp zQ_t=q3Y+^2JhFC})}d>t18L$|>hwh_?uhA#TI@u7!FLDn0*rTJVDPjIZ_prdBd-|Q zvehDk^5bHKHVfmA zoaQ~)!9Lj9V)G>AqbLDbU_r|&BFLG~9E!B<`bmXi2Yx~uupowCI8@}8>!%~%3IgJ% z+cnx(D>_9lWq0tGI0_4{lUt%NDUhL#9vXJ9{a`^h6>HgQ-X-*7DFjA&e|j25844W~ zj$xFc*+K~}Fr#O1(V9mK1E5=ej{Yqkx#h4Uys*+H-z@!70N4k57|cW7cu-!Zdg=I% zWNM2C$ZyzBhIyTKj=&8oJ zzK2xa`98f+$<8XEbgt+sA*(YkXe__dI!Kw8fRs^ewXfC&+_rhO*<;2YK~SF3dJ)Z4 z1EjP?gHV@Lg-o~;huUj^BVk|7LP**+07w%_0f9=yi|X&U7h|?3l3Wrbiu^uUjOm3! zU-^XEVeqFas}*hGX7ibuuCQtxVF;NKZT3n_lR?XjBRABWARbdjD7WU$Dy)|vHg@j* zEC_d#uzh!FGIW`hJMB%s2V+Wr#m zP>hDFZ$kJcOcOjV?9QSbZfT;N;iK>N$nW;ZnmtmlJp(ZinM|mW_;>DL5lm;ktmh`{@EE5`j0j04^N67Pev@OuACjK0 zd!z;v20=}q))Z<^0(xWfoeAu#gZg}`RK{zr7oW?}iM&Yh8j{>T>^e$*8<21bJvK1& z66_~b5TrAtX^&$kYnWkD#UqNcsTv;|hY&>Qq6NlEDjZKxzU5Xn5$Jgds*$p0Q zW37_*`lU{$dud#*!aGaydp>Zj#oKY7>cIm@t$AWJLWM73G$Le)%=mat=wI~4ZsN>H zT>8PvMw>bBP9fplB8cbQm+;OaUP^Yion^sAKg#jnHWESi7yQdOM!+-B8PgHH0$4V@ z)KAa_wdLylVn{(c@wRSYO{zP``U~R5HUHv6yjm6H<*~GVT_=5_xbk9PPf1Gc%Mwt2 za%(axnyCftb{w~zEz`@m74vTr{lnN!bsUl@d&ys+;0iEE4s~f?tls?UjbhGbs`sEj zd;{2bo78*Sq0R2&Y>9PcOWAMSrPIt_MiwsmG#>~X6*Pq`T;fHw zh3m^K8iNNF+mC+2#rJI@kcwB2E()GwuIjs=bj)Ni?2AX0ba%Ay6qFTRJ#W{dydNwe zf^DF8HOEGXmE=_F70&=oQ_0Z24OHOB4hJcE-59; z7)HvS@(cFhlwY7ZYhN7sAV%8%%>uq5!OtGhzxX8upvg^;1)%i#y_5ju{Q>^-nLw6S zyh$(Hz+hcuqb@K5{O6Odn3&EV_5KRmAq`r2FBF4nZF4Bp>BTz^FljwY7C{_^vRYJK zzS9o=xU>W7D1^L1=OIq0?!wn#!DG2oTu1r;eP6jZIGkPgh;hm=5S;fF`*A_iew*t|W zCpli_SR%zIDt6N82{>dK9z1jriYg%Z7U+A0s+(c2$iQo0MKqlk!*t5g69{0;h_HZz z0n5{rC!yi=e4Ptl*5>_jzf1Tq9K!oy47%jz2zEig1AddM;I!ctaJ#n&0q&c%uH#fw zF00I`PAPntd`(zDy_^HaNWsI-Re~DehwXm)-A(a#H^ttYVhy|9q86&x1 zF}ou%{47fsQOLutbo_uj1bt8GxX04xAAV?FBfEZ~wl&>*fn9TjU3-aLdyQSb$aVggudAY^l5An7~#^q1s32Y#fOwzTjtQ` z5>=wx>gdRdKtN77xD40;)140-;7Ayo<77;ZtkgGPy7>@^%k#qR^S>0AVG;CfZR?Lv zuwb76wS?p(o6h4RLfmY{LpciymcmjkZ|)~Rq_<*=S2R5iUzo)mso-58AC00Rym0L~ zBiPCuzy>t_;4^|JGF$9136Yl+$m9ng>ygB>1e4xtGZNf98icMCC5Wg}acq76FK3g5 zO~4#tBO+bK94VA{2%U&hV%GI5XC$MWe(bj z{RaE3LQ`2Dug+iO=Gg@HtQw%oKI$*uLocQ24nDYU_in_suSkE8%RkM;DsB=?_<`*g zV2q%#mK>%weja|OWq#}ah<46*)mFq9@`3) z1`>A%)Hjf#LCek`y~d?2#?>(HLMW<6~r-<77x zE~Ox&*j-FSLGO(ueU5I7NPq0XXj*(`I0}i!ZP<6Z3_^pE7;QsN&Z9Jr*@G!H^%eYp zohw@e@CTdbEsdMkB>=;fs;rQ_G!QZZ6o0vgJ`Nvo`_T7JH(a%q0HW}|Sh5PZIv=nN zjnj!gRDd--kOyK(;<*-0m(Bv%u>8 zcXp6rigeaD+*^F)!)S`W1;}d{g(L=?;O4pvojDp1us8td;OqgDET_3hZEj97VHto6HJ z{r1 zgb$X7?DnN+*D(XQmYyJo;e-z%_j=nJZu{imK|MEANvS(K<8dRs(%lV#z{iy*p zpa4$wYO*%|hxSM6E4Y@xj)Mvax~XzICOIl(PRAMou@F>R6nQn#@xi>)wSjSIZER~t zsx|;Bb{vt z(x)|G>&!zG?$vApb~YH}hnhXTPt!R=NWL{2>E4vCE)2Zz5=XD>ysZuv3TGA!nq~BR zm?n6m!ZPhT?rbshZ57PC$hu>G`I)shSW1vP<=UXRjcs%t-c?_m$&$dk?Sn2`5D4u; zwiF{}-SQqpT&;EqY+U`o1RuTvZz{v_kq7|wFsa%gts(1G51E%wE8aQ!s{Hw|4=(a}Z@o>xk^b-g zdwB}Mb0EWn2Yo}6lPv()&i011*BI^pg7X;*;z-zS2%j33)~hU?MmcYb<}R%x{TrM$ zxF(i2P}4Mt3Xxb^qN!s6a2cX2CeJzk4Cr{y@Nd+WlAn}T7^6g=@tq^_3=Y+T9q;18sMtY_Ol=Sshpq{5 zfDnLNl>d$Z&keC5&{>_%=joKUWlZ+gXH0&oH$L%F1@2fi3t_Q?(*afEw)q;*`alXy zvsNqUWGddkPH48htv)FoQY$gV)hG8$A(zmgV;Hr;?MwI)l)`y(nxtn*YkBPEI6Y%q zhD}0MyuQvL9d0&-<4PQz^7ukJM5vHTlwhD2+s+Sg4g4aQ&4kfNZC0&*k+%k{g?2%d zV7(Arfzuh!3^lq1$i4#!KW#qG@Od`Rt3I4vK!MpsF-en(BI6W_jMIwO)39Zv?jtWe zyJ=}cjRTL8-ZV&pu|wh_n8rwiFVb1wqZ6N7roPDXetAS8C4w=s2mHJseV@k3oVcB| z2h*=G2UJ#YgBjIw13Z24Hv#N}6O!W84?l#+ku#wvVIkN*I_v@a{sx#vZDoWKSwiJP z97hS;WYZ`Cbu-Ao3mco3mu|y>G&quOu>-3)dOaP|0k0zj*H2qc!UIA_46}>9d19-I z_?9wBkbMU7EYa1O@2Q0mS^K@+)I&cxr;wG(&s^dnE`F;C5zPP4&OyS6vDx5@9^v2;+^dWggtG|fnzH&9K2#ByoIYqRIp;9gzuI8M)C8~WX^e(_7m z;IOILX?(4wbe8O!|M;^~88u3J+cWfRND79^F8g5*jV-wE7LzD1iMu+cqk$r|`G;+J zKZtPjm_FdXQ!)=0yj^aM+WYj}ln0068;=?L<{$qS)rW)Im+C__x5_Td0l|hW_0G-A z-M2h-u;K@}RV?qjrwGWP2G@&94b}HZLeaHTykJ4hz#+eCOBKg^gW0wBTG`?T=LJzy ze;B7ZZ?8Nj9Md^LLep{K*&MKaUKE&}Rk+#1rGu%S zir1?z^@edU53$Gc8_R#D>>y*3HofJrxl#fXPIt>{Wvh!S;ygz)dk%MIwcT=NX8|S+PGqnMOE|uQE(?6b$j#%d}9-w>-O(Am5fXZrSv$$z46S2BiwL&WiEf zwt8GMvB$SB%attGKQ?Cg_*yeu-GVc^>QJop52YD9Um zc-Y_j>PNdfufN;SzVpt?<0zlS!G(0JRd#ylh_cgn0Y@@1egbL3if=Srdaw-3Zgj#` zZP=%#lSdp57<96gIX(7PSt6nTwl;?Av6U@P}AL`4vc4mxK?ebv?KaMF|pR{g-Q7}$Y zfr;pWyLyZtv7Ri*;m|UliB@?`GE|GlB=cAj00A+I&MiXa+|lP4lRqyg&nP0>!$)TE z>sn*}*Z<44#!xRyb{H}A+H@{6x1V#rbtX48vG-+@`Jj+3Li zeWw%aG{Zf(x9i!wWqS`HcZ&?Zs34k6?_A9VERE^-kNQEykyF?{&|rpF)Xt0DBy2eR zWzLp^uiL=dSkXFARTHs4kv<)!^==(acUPE_kOP{n(*f$({RRbhldyUw_V_ei@KABN z?$K4|1ivCbf7fJ{rl&7)fa)!rhOJ9|qI4;|yLG&QeRF+)7ps*VjisoJBHf0ET^4o9 z-p0aDm|&-&Sbr*SdqBlV(eJm_DSdSnPCCAQiE7co?aOF+s4B=6<4{yV7h}Gu#^c7z z+@80xN1rjLmC_I7@*)=pBB{r_*WFNBY28~4$29NwX6ys;%8ojgv#w`+Ql5^9oMlyJ zQZ;9jiPRfFBI{qKAE>ewpwKqTKv}hm#Ov90ksr zPt?KCk~pfe29|<7?d{tMy^$}ipwDLJwrhxg#Gi-~TRqcy4F@N`O4Wvmj2OorJB6eE zfe#^hd>Oi*dbV2mQ$?#SV-~fJ8-!gA?_hmbhIqg=FTOU`jW(Iti|0xjkYRTN=@=!( zIH^h44$%NG%P58omT-iVrGr=`D#87=)tm7s?+3FPPpSvtZSp;R3MeJ{`eqw=vRu9FBOaA4`6@*G~0h}v|p zi&z4l1leVy0l^M(E|H=KMn3@jrVt_`Mr5Ww(EF4`W|-uDG< z3sKmE)Xs=!gg+662%FJXF@Guu$qsGqtTa{B_%2(<2x{eH0cfJ2C^LeYY;E>8T1J|x zG%I*`6chub3ZAxYu=qdQ|59X4R9KZdL|ePrJ?xtyn3qeP$3sRXk^4Cf2e<}2WNq_v zGh*uC5SISIp~BO(;$v12azlAsVibE~w_U`eSS=R-48rY=0Eayu*2FmGPHnm6)9WgD z3;l6P-_es-4=h$POzw)Q^ellQg{W~=XW5;;EE#WK3VrdEU*txkbl|KKUh2}d2~~rV zoOwk^KDa6&bLJH>^Wm|LVj(g;H4!%img5mORW!&c&y+VoHb!6Vc1sHx@wFB*jxd=* z4pAuh0{)PwYQh1R#7W3U!8|SoEaS5{7?uE2SA?Wc$BdYiX+U0YhC;YYNqR>vVY@ctAg>xO@?YDPx~+S{VaplR<+N?Rx*EQmm;21yWK`~+g%XDMD@pQLG#7g;dVwkb;2gaLCoWXtj> zoijnvqjsvwtWiI?5LH73lo@oE<`G6myY-dSL_UMCYC_?C8Wn63<@h1JfFnKi3f^yS zY`EWp{}0b{N#P}??*s%$2%?T-9@F=EM6N;{y;NJDl+pp8Mzh|S9H{qCqZt@ORZ}Dd z??<4$l;+#onxdvkSJJ`2v022Nco{SJQnYi)5f z_-jv3tL0PoNV1vmOSrPd0B=ZMLrjz%Yg=|fq~I$8W~+v58>SdUX(F&eg4?l1-9y)s zXf)!O6G9$@+{~vHp}LSZXP(Q8$rW+8t(_nnr~M+OkkXY#ezYrAhp2njXFbY-zJP^2;QD&grSg4fvslGbHFb(^dO;HY5&W07J1vKfDOUkf)S=+cB<8B=+tRNNiSu<9fQyy{amX!40<{zf zS4DscSWUKS1N;X^u1PUtFl(?=F;0m6u%}M<649m- zljAx_NIr-cIfn;G=CH;j=#(sh$C$2U)t?!|x4MuVyp8_7`z4txzcDAz^;UeIj#*By z{bd&(ads~QK6;HwPt&A!8ua)Rj`84jtG)-u3yT` zp>K*s>LvTexN)W&7is64fA}@ct}-xz7B{1-C9f^d^{65p?ylAmO`{XS+1Wr4tQ_v^6d5CPd*22QR2~~xo~MJq{lZ?8P&&S%}{oBOY}x=R-$2A zwZxFUp_{?Z2K9Oo%v|+R(AVy;_}g910x&&FxJXky1@N&-H8+OuWAr?ZEth1~YLB)k z)qku-$ec|_b5`BM;}RG_!2~=B@`+auIGaR6$s&MvBf!v#bj*th&s?p;(xNxZBCTBL zZj}=^QIPO$cYQwA)az5iS;O*#uXeW%Tupy0=JVi`U*J~dJn?SoS8}Iz_Ngau-pY$C zMZ6$;-3krO9bfkG9m=-QDFt~08RJCb>`baJCa$=NL2m3i_$T{pi+yYruG!BVA8&{S zVnNO%h+0`^w3};ght__Gsp%{BL+ZCZ&1?&1U#_2@mbK6KgOi7CsKUpimu48>ReuNx}yVpd+18{sC*z1AfiDs3+@a`%kJYu4%028Us2~&TiHrHGoky2M`3*z@xbdo2a z;h|<@F{h?zFVSNwM$lC-K~#GQc>qqTw9nV+tW>Kj>8n=Ky{79(uOwJTE7s5oCDgHD zY$8VCFUl|Oc1-OQ1zN3kdLu0lt|f1%1926VuQl*~{%40W zxoUZ6!)`{qq^-$SIimn~K#0EuN%2H%`v)45b#Hh3@rzwBeM2tw=i6UBmOre^nXYx; zWk9+*cPCwSrO~YbR+A|jw9GTI{3-m^bmX+Uj9wz4i|ZmX!tJxY z{x(@3cUg;>ow&EL(ODjME3(%RACwY<2-K6+e&9O4!3hsZr5FAk(R3E`U3knMmY=B{ zuxx;?&9$isax24xYw0N)18Sri>zx^l`CNo@Ti6fkU_0LK6}mr#{ITK7P~*0@_% zoR#fv37_W+CX_tAA=NpwREfzKL<{E;KqBfTr7Iyn(Z^tID%747m{S>zns&nOCbIIE z{~dZCs(K#Hqc}uYW?4~>NKeTsyjoI*QD)zYST`Rb>rI1ma$vdZxdo}c1gW?K`RJB= z*}{jDl-=r^S0kQNuK(`C%?cW2+rlbtDXq{=r3B#3K{>d}d-)JXneANnEE#b*fw(K_ zIff4`se91Mvms_Wj85PmPzPIw+Wsw&;EhHfgi&^ATtMhl$ah$ob+boD=&+^HIdH*R(29KuEM$Q^isw<*92_RKztGL zvz&H&aL;d6kH>4kTU9WNFw6-u)nFwPOofs)tp~y#8dNh)Lmnf2o)l3LQC$LkqUq3i z?tZh?b25V&$kQBYUrHmR9}&Iwe=$s~DTTeN}1HcfZ;G0k>r(Q>#Hnn^EXq67{i5VIZIwEM1 zQ8MTEy*hu$D-`~6D0`C&e`Ry^eG~^W?QCxO>jC~=e(pZ{ac=q9K^ET&<(vlDOmpFQ z*y^%zik@bW#MHeZ7efPen`7Z=9tDbHw}4+oWD^Wg7n|PkkDyvh>ce3W59e`EAg(dJ zY!mU0Q?ZhY1{n;kt2hN&wfUbrPU)2d4rKNU{m5w?g376v{o%zhrdVb68QZ+qae2NE z{O%q+G&)@cp-;)b9XIs*??n3*NYqps&IjrUTBDPM^=JzIk4I$n{C*lW}K=5PNuJkD(Izm_`#oEL&c z5XEp{?9%p#8NNzzrB~m6^+;TI|NXvsvKx)`4Fw(qGCtHe8cj}fzxYd+E*<48$|@Ha z8^#d4BasUmoa{!U7innv(D(c6ka%q!&LQjYzNah?V5)L~F{wj4>W)wy5{=tUy2{+T zCGIfqZrB%>%@1-GO8dmfR|0z|4!~>lJwVTS9>7r=_sf&{7~xDdx-8?P0Q4*T0VfyQ zPh`r4kn=IV z+CSuXedj{ZW31N0axm&cT;4d%#C=`GE5A361@Y~ZfQIOEB9UnCz}gJO+^GKknk6M0 zlx!{|?dhq$?pP%vX?>xNVMM{I`$FBsj&V&WGZo_{1_m&;4^HLN z4-e9rS2P*X@jrP=~-R`$;mvHWK9y@m_RiQTh>~| zr*S-x)%3*!(-0h|XR?|n6d5E7yKhVzyJbtBCs;oZ9Rl`qOOE*f&ZI)4y5h9@inoZ0 z5Dne{7p@O*U?sgT}t|4ElUnI{;0<|{vv@2qdG(j-l@G)qz* z#pzj3jR6YvuJM^OH}WI(_(q!5%hVlx0WkY+^eI7kNI<+-l1HBo&@p>xsCx`{g#@N! z{prh>Y#7W4(JyLrjriMNyOcpTC48O*u|=y!IH9g#6h&o2wQ9gdL7ek08z=hjDTnPL z%BML%l0X*L1xoVcPnT-&4SrvFMY+W@{i|1ygv(u z_S5I-Fo>VV=}8dl=Ze^2^Anby&CLyC_B0z>3$EEEyR+&%Gb&*C@&Y1xLtkLGk6*?~ z1*eRYY967F9PX$el&3FW4%nU`{yezgS(m-$NuFkKX2NX1?`3$PsVfJ@*j;Hg@7OEU z?7XdPipB3Mavgd1lE|qXt5=kGe=4r)$h0;F-WP7F)9E}x`;L{pb;a57mkwEF!_9b1 z_lXk-{)TE+s$*EHP9ehry&xW^SyW7>zQdwvvaN`*y7f`N$Zx?vKh7&I0dKXgab$Gk zp2(^cTH7%DjNJp{bm{p6a8xMkgK&{a-l(!XX!ux@vc>OqtkVd_n z&U{XGk=={y_qfhQua>#?zSx}xm^qYqtn#-s71C}-sLx$LfR;az1NuneQwdDw5A92k7$zZiGy?p%xrVl zH6hEk49p+>WIi?8X@7+75CNg}n&0T><_MSLe8!?PzCPZs^_{dfdDta{sD~ZP9EBwl z0}DBD$Hrs)bzJtRZ{RsvJvvKk!rSKX*q`Y)>Uj2XXW6mZ<4Z}m`czafo}}~fM93d& z&&*3lBoiLH(FyEW*R@YN0&7FpLg!>i+hUI;oQLdQ4>qFXcX2W!_P?g3Xmex0p1}+R zF{Cb=!qGr){ThFV?(`d|Du44&KFUC11?>iR&(Fmd)&;bDxQkSFz-(UL;He66747+= z?c)B+M1=s~7)^tiX>|zqavlsPtO)W`G$dj;GbTP07)CS~+QEW)sL~&{Tj*iX6Omo0 z2B``Vd0~DM^WN93t{SDipa2tif3wT@ERSM1(`@u@Az!WrFSB~VB8@`G6P}0tg|m6&`tyrdBU@e znV4gG2+z7JX-L%Z(qqx`(({a;1z9+t9+h7w{Jen6Q$DC79Ht2$;0fMU%}VN*aakx~1{oL2VyDYyv$V_f!oG=R*WR)0d-Hc< z-FhddvRqG5!HeN@49H42+{ zg+?)yRg+HP`NoP)0Dyn_R+^Koq(8;$NyhU@8iy$P&6j{bXubWUYbn5KY`xvI-^QW! zc4M%cs2;265+=zVh_9_AEZd% zXVINI9dGE$lu!LZB?pnm7i`L>ebqm7Wz4eRq95h>ul?F{dY4`9V+OePF>UZikiY5} zasBky;D7w}r{&mNJ!)5%<-(Ur40`ohdnO$bReLcI0sq{N<97AIS`s(!?dTO!Q-E@bcBpxFSA8G)VeY`C3_h zujo0r-e{~>G})1kkrK-x+=~YxK_-mm7^0%b#W`%R-k+X>=QQS zX_nSp*cgFUimOI8D@3(%RalwMP;$4w*>cix;6H1IsmVqZHnX3^!HgDdyRETISxyqXe)JQZ1d`5kxIC5p%|EHi zO2wCkWzDb)oEV2CKPTC{v5%vEV{w#S-kuiYz1%sEYtz%T-X^an+y>~5;c}XtL3+<5 zJp+*GMHF&&!hyrwfJ&KaO#+M)Y%<=Ka>%be<_XUrk{vC2xEIp;CL>L*ZFo``doadN zfE-0#<{q5!r}cHrGis`BE)>wzRhZkObU4r1128ipRQMD8O+m?D&jUz;2@u*GlBVZ; zIM46_xapzhIhx0DUIfEa_*Rs6tB~2e!YDJ7d8rUBGuYkiyV*!^3}z2T(?T>7F^?Ev z-9iWl*nBAL9?@?rl7P*!bSk0(Wg;+zFrHuJ1)nlmtrVRrhK)d>!bq=C|#Ox7ne!p)Pg56SCL zwtPL0hNs$pS)H}jaq@>)U}Qp#)p);XK==ko@Yex)y^62F{VGUQKNgQK3aaW{Wv0HU znzR+49vIk%%i}{oCAW}6cebMxb(B!HB9`U#;27;0V?BBE?;e;8!yq^93M- zkib|o!vdR*fCz06JLU6$&WJL@OvhK~Nft~w0E{{%*9_1?TrnDEPfo5tmi){z65&HD zVJo7RT5akFVc4b+G%Me0>06Lnn1S7W@#89@MkL%S(&v@5&rRZbfJCza2!93f*+oV3 zL=ay6*Wal1ah8NC*F$E?Z^!t5l)DDf<0))Iol_nat>M|3S>KLg(a4XTn zQ>qCL_>HO|?F2&B2NL2C6_}+s-pS#ma<*Dz3@U!JBNQ`zA{P3~z>vX){xx8&-RW!+ z5hT!`EX=bKDloUafh*aW+yXq{9!1j-h9|wre(91Yr31Gax z2t1+-BnK=(AT_|dLrt&X(-|m+6vov5Sc+bCS_k#5x>sK+Z4%CDSul%2CO`wAX6#H< z@GNk=ZtZR$qKwtjS(X-QaWNA;!5zJa`EzR;|ASKFh0E` zpVi%i90y5Yz>(7b$dMie^zSY&QzjphQM!=Y?<*|+bwX{vm z6-;F+kPTVONT5{5V6}OcN+MF_e5zo!8rH&!5P6T(9fBz0!!!$ulu$j0%P{bkgd*PN zzE8d~I@FN6AXhahl4zH~>5dZ2D-3fv>$HW+G-mMkS64 zl8Y{z=Mbt6<35cNL{6J0#Dj{{<^^rCIH>QC&*VvYWkgMYpS8T2%5EPFurkA`>>;^*`y0i7_p z2?KbJ>|~dzZZXPX6_NCLl7fv8Dzw`SXZQS(cS8@8PD)00WN>U6^gy@8Ei#t z2Ra)&i*g=cblHg5lbUFs_-`t&T$a+NqlR2noqf$f50(q`!6|HLW2xhNvm*NJA8;cC94H#Vf;^vRIDU=Tuz}e_S~^hnNh=C? z&W9dWJTSLnIVfnmiz8|7JG?f33ffKC(>4KF04m@p7{GPfXdc6u@l5a;mWuK;7V_^+ z78Ud@B*y|P+S!CBY?kJEgy2~)Ja7@kvjoGIXFP#;3}pNunqmV#`*h<^RMpp&h%U=X zV_Z|7vyFFYR^~cYqJb2YrbUL-kOe0}7V^ZNpBmP)jE}v17%1bRV=}BTGp1)jKJ&7m z8X2)&$B~G^X{jdOfC(k_rd;^to9+EqtVm~Ua|0ASxZ&45=`!0~O25-gY$jc%2cp0B z5>5pWvXB=b5Hq4i!V&V9PvI62#j%pT%J>W!7I~7R`xin@UsGmohY(wzW+9w(CCK(# z75B+wCk;!__)u|%U_Rd~o8@+737*TCHnbtCw1%Z=P=rcHPzZtuxuMk{?>R9lDjdns z02SY?*n0__cpwKw#Lx$D%^CC&0~-pv>cQxYk>+8|0rD4)Hzh%b*jHRNf{`sva_ zR`3&o;K(9)Xa`u(hvxQS#{vKYkT^U(?y_Slcr+6m%}zkJ!xaUDdX3mTLzZg*XFx7rbYeVx4svePgplqNYa9d5f;$e}y+?lx1+ z1ZL5()^w`$93SRpiD~R!JDe(CYTm1jUq)A~*4u>EIB`nIyvfSQMa6VcZ*{62L!)s5 zUJhy=U8MBoTH|OSr6Dr4nk7t%<2s*HoRBe(%k>7KLfiDMOwOgc<*N3kT3?EH_+S1f z*m6`C+JXTvg0J+S~1vd!MSvemf;zZ*qK7C*DOoNSuoWB4&rUAV+S_)=!>GP?N-!j ziPnD3V=%aaaGEDp5%saCcnz;$)qMe!-=^YEz$rb*#zI|`&f@tjI7?P~if6o-X9+G% z*kGfaw;=;V8ZS5ih{KWBi5ozF&LN=SLIv$sGJ_-{2Q9Pl|0alM6F}+!ogy3OhZ;sA zFTx0NP>9RR5IBInpy0i=H zuYJ6G9*GPdggOK~m~`8|24*cpN51Gi?2KQl(A*i z=qssc71tq7GRvq4tqOA7H7}7VQH-P9*6~1)2~Y+;+ZzpQ0#kS1%d7gI7Pe;!<2a zaI*bfCK}Qb;eYV=wZ>ES``RN4*H5u;K=B0&pg(wVMqigUaVf2FFyF|H1N1wS^p&=d z2IEMiyG-q0*BU$OVw0f*gU38C(y7q4r3t59)&ct;|LL8McdQ}!nHLQtm|$R0p0z0m z1Fj(fSBlSia%a)ez2a@97If{QmW{sF2)`0NxRJPn=pEi*)UX@|ea^uL7~~#3gR8J8 z<~?wOg^TVBW7zaazK5ZshF@>w@Y|aW936ChYnyC$0UHueOJyBG*=W8?%N!25<`ReB zu4JW8*#r6)OCyA`czy*omS6>4hS4DDP1nfX)WJoWl(?SQeV- z2GBJU%U4#p#E5rsc*=Sg4TPh4i2)ZIfhbb?RQAgGSg9l8b5-oUXmVoiRaWe4tIzYq z!MIHoHH=C zTw9LdlvD}ejE|$dfJ8O++`U`9TeRVN`@Gexo5@tbdFn~CXf@UcKM%mUMb_EJ`*!*a z_aYBg26+KNf+I8oYrH+Pws&wWG<#6yQ*4OCsMNUk!=A!ckMLR7of80Ute%tSY2b1u z?R4hcl;#5vDjvXp#Wtd5j)`U4Du4bCCdcfGXL6u^^v$s=ccu&YOUM;W3h+KB4jSBO z;tcCI0F@xx<$ZE=&4ye^5xVh1b^B#dfM;Ztar-eI+e8`}W;lmJx&_;;9P*ft@m)ul zyAz~cVeO`uuCZG*M=}svDM5!}U%q_#=j(KP`S?+(A*SRS2=5=gX(5eO->!rA#kxrb{r>=OqExKYqm58mP|4UyM8!>b1 zG@d>BDYDoYE?o3nWf3}ya6v%ZEw>F&Yqc-uzyxNcHf(vjVFNavWIQ;%?+{hi@*1M{ zC^R6d=DmifJ&3hLLp}=TaWU|KPr7pA_$x}ZYBDg~YLO$!D$Gp;0o&G=J<88n&)F79 zy6h=sl&ZKPJjT3Azg2KXV(p36$}Xhp?hzKq5>bwvRHH`1a1y$L-LiSoHuXKfVb%|G z>0AI)1)l5Q23VPRad}J=P01L6R-YQVYygFQOjdN`+k8HRD>n9!nLZ^gxNY92S1q`y zGB%KJ{_&UW32q!_R@9n00dLZ%5kU*#*$WLbx6xTna}!mhrvKuIJ+L^&z@;a10;T}Q z`sg(8L(~dU3mK6u^r@qxu`INw)jDk z;mv-LmEF*c56fW5;wzm;Yjb0x>Mln_I` zWBh`7cd3gmG zbx>4peFfkAr@yAl|JYKm(Ke38u zIJb&Ce7dwny2Me23onRXk(0Q#TJQj-sPRRa)vEYICFHx;sY}VOd?1IIqm?+wiHZW} zK41uN?lTLBfyDPT-cX`N(@k+h&Y0^4g)tx6rPPsk;@N~QcVH9Km_Y~?me4X%QIGG07X~hxD zjQdn&Sw4@7t5_aEu@JpeL~`$mO3UzGn#33=hAC}y-MWPPtvKXVeOP0dTX`W01%^dl`j9{w|19pYsd|HEGV?gR_AxrYu!J$4cR<-GLK_L$O32iY<1qH~^uBa)Sq|bSfQ)TMx9&ly2ex@4 zzJKMtX=UI1$Di4kd-Mc1R}n|Ln)b`oF|!E)6uP*~z9G==hpVaq?j)y4?avB!K2zS_ zU>Jmw-{a>JI1C>v>N4`K(U8dh0R__0dm_UTKGL}T>dN#w1HVV(oDWFmQd7b1CTF6_ z1e8oO)q^LJK`E?yLV_e4ujt+%%@n-rq3&8Z;{uqj$@pvgnQQSd3>~=9rV{84#v{fsID22kJJsNn$O5%x+*#A zzxyv>Q&DcwRbn1m5oBH;3VNgOAcU-6sG$9-)%lWgUpgmf@Lge3j_g8FK-~9bAzWMwA@sIrff7x0UPx8&*|DACv zvK_;SJtByw(Hctmf8YH5-!-V_AO849^FLK(-IKRI<}u51bgM!*spaYx$a%l zwQrTy*BOA}u+4$g;gqUHlvie7*z8w)*>Z0kq$~xqxJ0A%y?@i}lFFNePsxH((miDj z&oK3Yo>0mgb>BG|*o`UOjp*1uqfd0nT_P=0QaJ|+qubjH2ne)kWjve@dAl8S*$Iln zfZc(=)}3-9$Kcv3d-nEXjQNSMHZ%3jGzTk-9=Ro4!i&sm4wu|jTq4=8DVMxW?)EFb zWo^_c?kHWNQ{o)C$5wGpU@wMMH<3Qhc>z|YX_U0}Ky=y1otv_e-LgtHvO0J@HVTq} z*vO_;%|>>)E3y&QR%WA$VXWb)j|cuZyLL3vXVs2z2`)-&#c@mcYn03E%cZs9dAThI zOuh8Q0E@z=cr}}A-jI132H|tHmwkGDeB8Ikp<0^a*u6|4)!v(Q9)~R95PLdAxKxXV z>F_b(8DE{DkhPx~-vA^RoOF5!lw^_KdHzg9Eyov~mNBnB`^eRL{zfXLO_CnNK(Hvu ziy(%iOYLMfWf3bozFP?!4IUKtZELHnUVqdYjw4Wg=P)r2wI!v-_b+uM&Hz;qCR=P& z3iv^AIzAtBYeg%jg|Rc*P!Vtm|y8d`m%q(*99$t$U?ImjP|G^$^Xs_VX$IB2#M z-JZ9zc~T+V#c@<>GM#1>xP!5}0>dM})4n1pn*k9fjIQPE)fTXc5cp9J7= zjA{)8&c|#R3@02DIAeB9iS*fNO7RD>L&6-QJ^Tz2-?(|tUOesv!y%6aqQRT({TDtv z;tD#SzubSrl#e4pl(P2by^V7=3c%@_ksYO~m#xF${ehs|s;s_@p#79-bH(;>#%{cJG;l4D4-xggwf$e5S0bf#=2 z&>X794WN-`nwmHoh`fhd$d7_bN*nc;(rOcSS+5sHQ^5R86KS{+ZB@@9&RiH@Y@^Q< zKA&>P7{DITzewP5lp}&R6YtvbU4RV8ql9-^m=?1v4d=t6L!g21*k=;Lh7;0AV;9Z6 z#R&aEx;Q@oR^UG*57UgVXNytq3^R>po|8CMukNjE@@CsE^*~9e7WJSjMnF6l!?AST zpG8xN>S|OZjfbR~v1IKqnr;avKvn-zHbB0iUrU`q+eS~RT7P<>b?!5X#sij6$gQl` zj?1i3G6rS8l3Ab8d*RRnQVl$NSF>#dd`Hlr+9CcK{ze}HbWCJHmIW7Je!PsruBc?` zMrnSZJs{yR1*G4UQPUYuEH2?D6l1 zv&FCos5km0AtJj1G?oU$%g(vU&)5yg&O}NE$v0zcK~voXwX-gZI)3AxFuJv5cHm-$<}BQwIcVb z97$f{zaN&gc#0b0@W~aWBOT2_UB!yoz5w7+pNLGdJShO)x@}~UZ6BO=+2U{&51t~3 z*ur40_sbuAj46MrIfT4f;+UzTQKEDP9me>MxaHet5kA&jf`$6BqwQu~0u=Nt=X|_U z(j45rjFyM!3beIx4wj2CI)L_zRDc6+e!sJ1kgjx#-ol?vhQn~SizY5E(<8LgAdRPYoL7+E4dD{J;u72gmbr=Q zm)o4~#?4f>$6`bQp-@m=+Iq0Mt7z6S}(8$wk5QJsNu`g1_Zt@bKH=6@ETT zvl>>}rS~-KaK>?T?-X=zkuyM_Qbkbe%AM+Z`u6WtyOAMh^(xN0+ULsWR}(Wi7Xu-Q z4yeXu8NOUu3~8!>kxH<)COWS;&Q`NM@dW_8qz)h~@U6PPCC_AwjG(-H_q;8Pni2v6 zpxGfxejRZq9K+_`kDeUu{`vNcSI>9%g$LfHOiXeTRLH|g3;R)(LxOdN@zAp+2Gc)bc zXp}~4v`aS&#z(Vg#$gxNL_gm6*dn^O{gla4B?nuFqIz?L_WkOX?!fC%QxYaEhuqh5 z=*~}Mo*p@-{d??%LF?5Idz79j&()E?)H1Y0^Bj_i9MNDXdUqXq&%wD5+#3NsLVs2> zkd%^zhouR+>va1CF9J+ND!)+Pvh<-lL6BBv%9GF?feo9h_N;P@vVB#J1l|rE(Z!1~ z>o&#hX97~1&!RjHqoHtMEwScVkWG&uWIX2K*qHE7zi)TkNV1dDWsv#^lWmtc>3jxh zhms*b%J?h}jHcfGf!+D%Oc!QUn4Qc=Bc8cLi!_a0&b;e1bO#bFrEozNi(4v}%5*q8 zijpI^%BUJXppx?pQY;D2;1JGYdp~+on&SE5BrPIsgnF+kJt{DW;@_IudiA3cMfr(iK+W<}DLvHa1iCrlcynE8oA@+3>oa-JQDEbNlp zCl<9wRETadMG9)khNUIJ`4Kpaqe-bw#=PF$Wkx|7&$FmVK zyH&`;`Rs_&^43Yk$52itZe^;xyZ6cCa`jS9^P(q;p?*ZFzGqIO^CQ@8(pg?9vR-|; z|Lo7{Dpk89AlhXW+rjDeD5xYTc@7V`GtM)%T}$cY3X~rCl|M)ro{mOlqnxdi68ng9 zEKlcISue0@8O_?Pqg7z&Oj*+n@)Tmo%34PM`;M+FO442-RE}zTj=u3}f3ubx6|bZ= z&VnR#NN#@rE;Gelltfd65F_KBQeO@QtQs97A8qgN9(}d|(h9-O!P{l3{zymZC9AskcGhS|P00X% zI%EvMBz_LJ-R8F)$A~7>1>tTIwneu}aV^wF%dMH8Q+sAXxDQVIZP6G1 zMG0Q8VJa~67lk_&rV{y}i`qGIa!04_S&_5{gN1`4h|}?a$puG?&AY;ijPuH6rsmgw zw<4M00D1u7|A)RbEV5L2)zKZm)2R4-e&Vda04%3L9HT3lqyR_NPwq)VIcxv7o15&# zqfVXGHH77e>>o`gKh!SI}S+2mpd zS;o;7FgMJwAFTh|gSTgId;P;Zx7YiiZnUAMPKOnfEIngJGNES)=7d%$XAzqRaLA4w z5sK{=tH&HT$-gjgFlh5E#@&sw@-)oEWG2RifRwyXZi1KveZRzceg69OE4uMBsL~Zld7z+_F$8NChg^9mRI2al0a0m1A#|)r z)h?u?5S7Xo#Icc3(kxo1`luUBh0B9`58x2fhUx>Wv#4V+i^}RuH<(T9LhZ&>Wtw52 z7jC(I02*b-CEZVMyT`D);MS;bcp16(PHvXP0#c_xjxxD@$k{Nj-R{?9Q>RqwZVL69 z{OKzd=Hs`C97#A9-M-W#t9(_Is?yFo;w}#>T^fona7PNU-Wy$vOVDwJh7yV@W;!xv z&s9RR;7n}ZsCe=u%-=-Cq}}RcECG8+GzO5Zo$|D2i_x(e-8d5azZKM|okO&-V>I>!dXKE{==W-DGcx^J|?e(`Xe7D!TtmP(7{=izYc{=6h zn#KKAQtqt6_OypfVh+ot*CKrdC@ovG>ROenuBBF;vvav)T^?;00#6Rm9QA_Z+n44! zeYt-7k|%J(^3~omaM4H;fb*6k*jXMsx9=R)0xOj;E=%==p&MdWUlHemHaN_8XHKUj z9B||4W9&0623vHHRA6_g@|@2)AUewwaG&yhdKF&BrWaYT;8~7Vj{?2QagnzuD>Y5z zwHAV{d`V%N7hyUt$PvNy%2X9XYENcWN_mwoZ5V>K>4)#Gs`sq99G`tr6C{B3=m?PB68j-O74vmSlX|8cH@ zz)ic&a7M#YO5c5S6h;{(v1wUkTGiXWMXl2yLU5OWc8yzU*f>U%3%G!2L7U_X<%P6P zI_Z}`T>6F|Kw+zV+KpyGF$gRID?J>*b6(767|fo{ha&K=F&>{~1N_~ue(~4#6jQTn zt$rf<^|hZnV0ac$$a4m_(LIHN78$r-tBHfN0VaPpxf#+i17rCYLB9!%*yjMj!(IdR z!D=`&1nfD&M3FT0J@ypfKuicTGwPrjy)1YoLP<0x#-|)(bbuK7 z^bf_rM2YmH5nd{dNurkrwQrw%rmjT@^Wn&jJ_Btsh(Yk*!fGsUvcbBx+*MoGA&5+&h(YOyc5p{`msZxgs95Nn;dtmzuc7Na8(f-G4< z_|B_%V*?wJHzNq{rAmSAu`l7LN;PE$gEk>1Voo)q<~(ykOs_zVBKj1y$_TzDw8)8E z(RxfjWy?-3Fu8RTLc-J56kJfkUZzCPfiqx|bwjf+&Gz&(Q437kzt zNx51cKWa>S2-fq=roBVY##u0%P$kWqItwyttR}YnrtdW!4OMID1oH{oyVe+d9$rfjIx$YJqbHG z;XzzX8n-5kMp`I=g}|66eA$%JEXaxowQL~uB1(4VrjKcn&eAv?Hy-FB3zB>!RI|q^ z+?q1^tnu)`C8L_GbZ?tU7ov+~*kqA`|B+l{0J4Ge!$Xwb^Pag&?-dB;aAFjKDm`Pvd4^ZC@_mzD{O(sj{|(#Y&7s8bQr%E15DC`?hm9mc%cYVl-R&V(RG~GA< z@IPbHmwi;xpBX3fL6f8Ob{INm-N8ygUB<}09gGw#2txzI*)$5nTeR}jpN>UCzRZwR zk+MEfU(b0_V15elQ(DCp$4rvu+$H|o!pnuQj&qzB#> zt$~72H$9NGB}Du5J*%*Tke{HJ0@^+dKf@~PM;!@a@h}{A@hDR=chu4tlDCj{k}q31 zYQ6`{hB*$^ri~gR(wt#<(N@_sYN(iY3{9!RoKZuEOccCgUweUe{zSQPpBf!UvZKqv*VLIU<$H=8mFsaL7zEqF6@> z6R#iPJ%ADPgZZ-6<-qV_7}rgd&L>>m?;tOZbdqN&Q30%qZSTMCGLiLzdSOHie6HnPJ5b@nnk=OI{fwA2QYEv2Unen}yE;n5 z(4KWPjgsNKu!0ZZD34i@PT+no$f726hB3GVW@hg&ICMIlCvf1SYkeKCyD}*5i(3 zou(8Ptq>E>&eoZX0IXYZ1-LFpX>x>DqIz$T&)Jj%k4O15$LrAA-X$)Xr!QYxTfa-f z6*oH5c(u5ZWsZbyWbg>x_!#0Xh{tIb6%)X||5N;xcj|heXgdnG%x-Sw86k9pyb-X9Ia3IQJw^|e3F`{frT_9ai-qZwEYaZ zLYOCwoi64KUrEcQue~zamA9$lB?Jx6fRK6Op(pGl7@oobKMBRj-rrD3$!(-aPEu;1 z=Ti;JX@4u9*M3}N(Rd8~v{#-?^C;i0Y`eedb<8Ti2KM3qAA4`Q9k-Dr3eRsnMVd#g zLW#AI)Y5iQv`mSTt!Zsnl-u`SiX(!BtRl=RpbVf$(PVvR9%7zwp5!|bkvkG7aFOJm zE1y0sRw6TUi_D0O)oibYu<}!Vdkk`3>RuGrHYJU;an?vBJ)Gx7I&HLV**r0wkCR4? z2)@y6^Zr2OP@**;c@U3tGay6-2rySGfp`hF;idPzJ`G?`>^%uuv0qxovR2sHAkIuOU zj?yXXRdAHeb+ZROvOx?S4YLo25qZ2QY-ox-@fT{YIHe!f&Aj^I>c&#{Ys83h)xy<{ zN!9CNLu_5JZ!wgL)w>`iO|M5nZzz1dBeayf=4tjRdP_rG2$f&I&s_CWJYqSzcf~wX zzDf8AR6|Z6Xw(?B9Y;2-tSzloTl%9%;oO2?Z%k36$LJ2DTY`V;*mT%1fZ9G`RYJV z#ZG_*=wNAJ2E#?L2o3KqIY;(!d-oeKA?e@ZoLr^$j2$qq4`sav#(QWyK=->MoGi3*)^@rm zDS5d!(LE*>G)&h?R|V2>40f0CF<8t9)7`6C*c-kd*xNhtG+Sb@&~1V984ru#{#sk< z?Tsv~(%~b<043lAadVCpm-DM|@PoX4T5q>^cU$d+;{-xr58Aa(s188%)c|*%GC1Y0 zanQ)K)JRX7pCv{3$#5w11_7(O@;jB+z;MzzJ}C^+i1j6=YI2U2bvjkw?w$&OdYroze=c z#rz5Lo(YllOn7qi^XRxw1L|XB(NehKK#E08(QhUB(qW$Ll;Qzh#$JTRXL zof&xDm}AIE?ZE;xRA^BjQ~@HFfH4PpfWf-L_*?s%t+q8FoZ_xXkDF)19&YrTQBVTr zMA4y!qW>)u&W~GcjXg$S`6M3lK!0nq0hAjvdxcw$*F5>O7e`^i;DIzs!K#Z#u>Qu% zLO6rav<6C($ys?$JA9O@VbLgixC}ub`MD4I-Bz#{cK_Um|6A++@NxfcyY(Tz+xd{+ z{g8af?-~?p&>v&2dN+?TKz|)lj$_#=axYV$OVb7&_S<{w`_9TL_U(M3X|?D`F$qbT zNhpA^V~I?a^Rd<5Tie%;mIQWhybnQB^pA@Rh*Pl2)=dt5kDG#-JAM1Cz(L$=RaTcvTD& z@N^r3fWel75(^YMy$=oS_tDmMa5XDb?Hj#ygZ}|Maw>T$0@Snr{?GrCX;v-cEpR3M zNkuiA#a)z!uwWAYdDbPj?)Hrj4*Y& zgvg!1^tUn2GN1#YkEn=WMGpOB!WOj3v!rurb3K(#(zKp3;J+LJ^FehG#snp?pE1n4 zP3%z}5D&YwxV69)+~EZTAx^k3cg57X1B|#x;XlYI7GD2jh*Sfdc63XvVVwVao+cFE zO&G_*5{R{1E@apg!%zu;#BMyD#AwV143StaMjM;E+c*u6xzWZLg?xF~Fc&&ShJyf` zdgK^@%xo6W&d#%m$R!E^JT5Nu(k3UpC-1gjyvBH&7Z*C<<}B`I^OIhjwn&B)&fBmnQ=BYhe| z8frF7CllbbPE6spVBe~XopQWEnd(NYpZjqMX9jBCX+VH4tw*~Ex8KT+=VRv z5$XxNS?wIDe>luihy%WSrW1%}IEklmA#*ss3O^ay8(ZsZPKzP57={HOgM|N){L8Ue zm&HzFk#Z62V~(X8D&x=!Kq06;0vty2PJ|WP9eW#*@7J~ znr$g0gAu7bFoIE;#R;TG-ePGM2ExP}27zsQyOByv~r$pFDlub6cAqi2(Fy z7X!_{(Bw2nAr^Nar`uEeadCl>5JzBOqZ{A`4^%47KsLkjcE`)579?g8>n_ftIldqoycgSH#D%$$}v{HoLWI#oT3s6tVX{fdz%Ww~JR@j*w6V?FP^ z2h)vghp4Rg0)IZXe!6L(QB_umS;8aVmC#l20dS^+b0)F2lI(ZnygM|wMI%aUm>`gu zNb8G})+(CG*o&QksH2iL3M%=!zwO-W)l}*|tlWU0;3_t4Xi`vjwQU%%Qn=?LMtt39 z!f`$jbHXMleS%x9ZNj`7X?jjPG(?|q40paHnS!ttk792MTxAIyTINASsYVc49u6%} z$S1#icgNB7@9XDWXc%Y&UzDqd7|e0h>}0;81E>ha?z^><-CLHu@MA6%!EgvT^C*#=moi89y&| z7n!?QeJNR8dT4S@lmK`D3ASy}vL6LCiQ(<895()jZc2H++(30-;-1EPZ$-onC33E&)w}B;Svo_x64;q9q%qmQm_YI>;z+h?B`&e0 zk%lfCnTtJF>bQTiW}@W;R}XlzU9Hz?@SJi^2q^6pFAdm?UL#dAuy zE-1F(ES+l~2DqU=%M0oNyVWnKuRwQcS(-kj4qh4KWYjkLixOCkbYknj0$VCW^!cNV zlLbOT9|5so{fHcJ)+VQfZbCjIM@8xu-kp^Ci19AN4f5@MQc^P!X#yv;2~s z?0_5BK#Mc-9y)f(P?#4NOqA3->GR%vR>Y89ulnWwE7lko{ZN~m6d{5b@6eCLUx4o6 zBJD-!mF7$O=#AP+nhQp)e76vNx&B>*y~ACE-G0$a2zwM0u^8@V*Ail=3Lqq65*7T* z-%!wv+>UBQC$~hnBB*XtiJCl!N`@rPpw=-s|cHJu`qTNHTTpGpcswYuH)A`Poylc^_3nA5SCnLC%61ZZp`z zbU?{*m=;G~-OSbWG9niu<~LOk@D%|awJhZgj08Pc=9sOPYS?O=D=KgRGDOk_$SXL_ z6##x6T@I`y+$i>9qH1K(UUG|6Te!P9D6eYGZo?w0cCt>dHfy)rh>Y0aBgeMq#Zj8Y zf1-Q%fE_%62tpaVeNKSE-B%j7b>Bl^&H-zMv)Lr3WZHeS8)u8sm8kB+5wJQS%${eH zMgL^IKS{H&4|oTj#OnM{d2y6R5bN~K?)#RO)Qhp|0p-2jWE z*X^skE5@8XqFeJvwiidf8yFA!j7M?Eus(TqV9wV7HC#8op zsqH}YUwEWoX#mm$YTvJD?ln(+OCBclWjT;qg(6BcM4+Pz%_9ARc>mWiYQ=~E+mwI; zeW+!p6xXSx!nU3)!0BpoV{|}~bVE1f`uk+IwZ!x)b z#@!m`oDtFvN*YjfZw^td3`FSHcQ46^|1FjVmN^pD?B%=wtAi;fZLk&Bn8PYIpdi!a0>hk}mxvgNZ5UT+if+%P`PNuG zpob4E^M5rwU_mCJ)=DWG^nvT8VDN}GpST<&gxBnsLJC1Ae8`XfCT6S)Ie2Rk+E`DZ z&X&DERSgwZVbi6)9#=b$6#{5zSQq;hW`M*sj7}(vgiu+}4~2ya+6-X6Hu>D7E}L1rxLv{G z37eO6geeD{{_;yi{gVOz7<0N=9!UkFhaZ^Q`2$LJ0%}d$G$+ku#c&*3mA8L>(Vc{6 zJd^n#dUmLl%Ed~P&?gdo^Lm@*d@}07({>vF2~xd;&$DpCOrKF^F7_qYiTaRhy?mL# z@$W!|l!1YlmkVKDZUy97@y3UwPb@4j4w^`v1jZQ)o}; zy=QAW8lCbE%ZEoinor_n{JDs|!kOyuKF!XAXD$P4E-%l***r;4068f`R)-}aB$gbe zaPO$8B1d43>k>w=GK#kEtlrG&Y?vn7HvlB+1D2%II0+{`Kuv*=RMkC?m204u)#rL6 zm)RtA!m13@Q%b5M`n(!nRD!*HMby9`J!nFyOd%wDXvRZ>Ys6lZ9;1+;q4>>4ah4ZN zS4vwMBbfLiQ%f<9F3q;+)0Ngj3iA z!~D*Y;)p|R zEinQOgN0+TzbPENXX;7`~BY^ ztlwMv``Z2Q*YEY_d3OjwV8h9JFPkU5a5iggnoxJPcYk^EX8YYvCEO^?j}Fr?i<&?d zprLU!Wz#{|Z1){wVYyg#b9E_*9TI{L<&&Twc4mf(OGTCwqija!D9I6yE3xu%ke{Vk zeM+)%35O3chUI3P*gvM?GltN}Xwxecbx~^37tCuzlZBtfd?|J!dhZ&-%Nw;?Xgw=0 z`d=yf!|OESp1=XDryoW|K41emt9> ze9W=5+?(<3l6}2}ymO_M#B6kiJ8M2qa$bB?#r3fuF6lj@dcAoMk_^Mmo5%NanUVM| zHp~rFzSb~F5KwFHjT-{JZ+NBEr0`%!M!T=U1XE@udMdht(^Jb9h>#hKy{{UjczsOH zfIWa<{@ueYJ#o@*|n@z$b5t`JHjpq1lmv8O{ z{MRlo*xMIdk6=RGV}AA{An!cqG((vvi6R9%WPdG6Euso752hp=iPbagyCrs(D4+aL=`;nXa)T5Fk;k*ppPiUcHn)lZ zBr0i*_o-wwy>*Su<5CL50!8B%*kMj`SGPR-qhey(LZSERIZIMKMwM? z-r28X4`2=otpe7Th1=4!(nbn{Wl(dn!(Mt6@zlLC5P+Z8u@Qjwm;?@X27d@c0YDs2 zfDuLu(98HKa2(}eAOa+P$E&7Y5oAPy5)asNtPnYbXn+-0V?IM0Rl zMzVTR9OB{mB0dV?zzN>((yX$Mi4DEUC%)a;U@4<`?euHHoMsXhqcocuRLdL$(7A|ka00n{?4NOtzJa3WgLX|K zC3?&pEPrKuPMez-^1)z9QAOqnJV2DY^>YbN<%6YK9;tG_dK7K;FxBJdn4f6{YX=W3 z2_s)UeS0|}q%k}vY^=z4TOO23d>hKtx7N6VhxgeLht!N=mX~}q^6-T6OoS&KZ#HOB zr0oCe_snE6kWBaTaodc^c=)wpb~Yng&MmR0K*P44MSFAI|>ojy4$cplu_FvDaY z@lUcH7{pw*Jr{bO518 z_OQV*KhqRPcFne^P85%MURXnPPrlj4KO`7X+w9H;Ysde;w^8!+sN>0MII?qC|Bf-f zMTtABNjmD4{k+D!I{F@v=o@`VT8(ZmOr0aebI06@HeD^&dn>1a8NcL@`nEF55*k<0 z0f}>1k?&9{5*Hv2di#R$*v^n2CW+SGYU^H#felumgRXF(fsx5+c@()nY4R!VJ4kik<{oPX<~W9PJ`y6raP zv6~)8ab}dlIm-BOp5-X1F0wiAh#XUE>EGAZj59ULd#71kaFqs6jH^Rvc&?f~w3_*L z9bYbpEDV+nIZ9k&N*!AwbyXKHCJA3+=b-LeeNG~t#n3BigAB5EnWygcu1~lIk3IfM zhG!bwBV}|dAwm;;sz8$xmN+?&nHZv*{!s0EUH*eb%}l&L+pklx3lx{KCuEy&e&O7L zHE1?Z20G22+E__`nV^`BeA&Jcq8lVcI$)|CV#maxkF$)Q#QbysKkPw#4_Q$u-_5G? z6@Cc;LYIASIBw)3vV zR0FhzPS&D}{w#~b!hiDyTs7qBSWQ!I^7f>y}$?#6?M-SKeR>KMc9 zu=vC{P5N%w5+DsSC{eY;%ni^@R#lr3n4MbNB;3pA#nJn4tbvbtu}x(`#r{f{w=>Lt zyTvMKrpk%DE=f~38K+rX98JN++?>4>&W4j>fdB7yENjFk0~ViDeHC+&Kf#}3pcjLR z7uF=wc>$+iUOXAk)5!@}FCV&SMT^oaK{W2jrKox-TduCjRG1iN>M$H0&u2>|TGSDb zE+^U=#SQY{-GqP(Ix=alM13eX(~j7*RJLjoKm-pK>=lwdKq=XJahaeT&OL*P3j&vN zOUR0J8&ePfWUh7g9cBywlMC@dohkfe9jgZ9{nrG{%=A{nP(Ug>4U5*Lrg;M-yK<1k zau|RV_klsp5kaIJw%Mr5Pf9_NMP@-bH)`pLu$FlQK}&s2;uC)ZO|N{dBn9v`y-7|$ z!}OE+9Z}wp&@%-Hf}BYDD`sQmoD`dd?0{+`7y`KpK={NGr~_g2qj>`bKyU|kRYbG? zf9$Pwe+avy{qu+S7q|OyuYhN_0%Nh&uK7W0NA-3RPUf7UZ8F@h7(_@3r+f(}udL2D z)!@hQwp3#^BP7VDwz@gYZy>oFu(9nfc$$zR$X>;{9yyfnNfAQ!?NyNr6A79Jo#rtdXcv9(*l{u#;W2Ire*W1{^g6 z%hUsn6$EPPru<`>p+zMrGLvZ#-2tlE?XuG>#dy&27Jl6N*9hr=`sJ4|U$LiBwcN#@ zX*N9Kc_F=?C*hxG1NM{R0kiqZWHN2v{Ah&6c`~uxI*q(tlWD8%n9P;Ni+nt~;fGN; zL${|153@x2XcBls+%-MqQJtE&;GYVHwW2r~=V%rEZhrFe z9@>C&w+5~_?kPyZ;2=)eBm9TL^kD%QG{LWFoWzr9l`7m)f_rjO^G`(wS#E<5$M9#k zb7jdom79#WyW6h(J7~hY!QLpV1p%6sA=jQ2{k}?O;Jud@5GLc2K!gKc3T~{kPlmio zfNKr}gC@kY0UC6#C_uQ)geZgqD`egz4=`66gLX2z($EYbw#^^BNIUP`7MEo0) zG){R!aw5GG#F}(;$w1hdBD1eb+Z~MI@hTs%RWYw#kv@+<@hI46d-*gbe8qej#A}rz zv={7|?0bo3L=aNAzy@H`1@o62*N^Ps8heaO(#t3DkOR;5a82ur2Kdd2U0K<~D_YXq z=Xy~WP1^0~b-#V?u6!d1@6liB_PM+A>+OXVYrGP`b8zNn59n!-55VNpyUTi!9#Go$ z6S$90REPK5Z8HvOuh-kJ=)P6HfU_#&(3aY2DTfELC?oGKV@%N8jc1BCX(aMk_y{X* zX#+ENz)rL7rRm)_N_TZix0L?S&af?3oXvPTk~cgAlzSyUf$V8CPjF9KU_tLz3EFHR z`U@n5`1PMJ-@n`b`0CBhvzNQ*CgB zF4b*?#57UkZpFutSiFl1v5Xbg_jO|B*QwkB86$y5OgJ4al~I1GcshMe5n?z2KY0-hgvr1S8SBn{(SI@GOc8 zL9cQdzWnukddM@t4E+tt*Vop*k&C|`xiB_xOXq6Fi&}pI0d*U0#r3tdnjAsz=1D@C z*>%%}@nF!UjbfW$=>>G1rwv?uC=Apg$>P=3w)Iq^Ufj;(DSGAY?O*aq=j&CkwCLWIs1|E= zAX(jT84a}uSzrR+)2>)+`yM?YUn#=LtGvmJkh;jztO$az!w&KMhpfvET`kSY7$Hj7 zeRJ-%tIq?NGXmaw1>)b)Bu%rxH~@FqTJJ&IS^wD&4;nQ4!PD-CChdN3+oiMoEzfrO zkZm!uc3)1h&F-SU=yN=t%_A?m8?aUJm+|85(7F%UD*mg!+-rAWod;}n_F&B}{ow(W z{_wyl{Q*mVuu9bu4A`pr+j#YTmiM+MfbS^zMpKK#7i!HgVu*3|HFH)%^3Fs|j@#$% zVlRK>Do9o&soUr7)-;Cm7Isjlv9-6dITYA&1B$ivmw@tv4dsVRKv6o8_eWVeA0N%; zloiy6R0}}6e$IzC@uJtr^yQ!NklnJ%pkF-Q=M#*dh^7PZ2K>gC{pI*FX+z?^<5hXZ zBVK%m7rc7A%QoO`Jx?H5ZDO0~9EJJri&s0aKhy#W;%T%?&q@v5F2_zr;UwpqJ^@5o z@=zgaP&|)dNs|#66>00x;c*D5Cd)X}u?+x~bzeM<269r$WKTZ*so#P9h?2EL*jJDd zwkmW|9oG8g_3m#Bv!9=#r(>8GKfinZnq}#{5LIwJ)iVl8FsT-TgDA&Ph3B{}I(HQU zOYsbsn*(% z#f`la5c01ng#5M{LOwX0ClRRj zBR>0lYHf%YU!m8g82Fw5_zgynI&A^FX}n>CEw2MB!tiy8w(r%wn~Xqg!9U zG=E3kM=j{>tw9834JC!S!LJx}Bd>n7)Lm=X)V$Z^jnE(NQmhfz>Jfz?$ zLYxPI<@lBOjs#_Vz;&443^f@W*sXkF3+t}yA}qMc_7gDpe+q#ZCvg#nllV_3zswSb zU0;bN-rJb}G)=Q8PC{Vc7EL%-1Ggc=ggyWUq@Y|^oC9d%o`Rb`2Uk1^Eco|bVDBbi zhu*f%Mg8u@<0M4=$B@Tp-{@>3eSarDFB7?YPaHc$n_L85I(jkBpNP-Rf#WNDW*@Zj zS<5MwsXUO4!Nb#Bm|wEYKuHRG#UD{1M+}71^CFu6&Gw?= zy@pT?^c^&P-BrKuAfO)21HYg_g739nnYeFZzuQYZfJ6Zw7l0W_rP*VDxtuM`!Fd!Z z)xbhQWTw!Q6B*VwuNj@mD>7f?kmu3N=#lM&MObFC%F!&4Ai%9*H?4P%6%K*YHCEvQ z9jaPT*xzOiMX5xb7YRA}S%wxg=QwVv5 zjldg7$8fmpL+gAcFZe898SI^}!0}!gtl&+#(pia<*}Pa8tbh^5N@s=kePyshH_A$9 zWtb)-aMB*~mBCu?hs8ct8m3c#B2M?p;zR2i9t?!#Hg-4kVE6(YyJpxk9OrwTpZwR?OJqfg1D(btwSgxZbL1$0q@g(A(myZ-(Q1w#RuGr4I0e9{=;mdus z+U+viA%%r}2Cs8(D|Rl2NCy&7A%IVcS7?zGpo4IFc&A`-tG%h3@+8s?Mc5~-BU)-cSf4bG-5)ofjnT|Q?q-VEwO zj3Zj8+$uHCS%;`-ttrr)pv$9;D%tlSAv|^6=aHzDUF#> z2-z)@$J$(CPh*kl66IUU_$`a9ruA|VkA}zNqav>hqXyiEFN_*=+@;PC`EEwH=cVQ} zauo7oHf>O;{1vFViV39Xxo`}BZ2v}k5$7=4xREu`0j@f`AU*e4wss>95t6|Bg?GaXn-`sq2*?0gh=0f~CNl`o-=W z5lGCkUacWMb!en#;-wY!h-5adq?|RVWE0SXMwF%!wT!`(QR`|1L)^{E@bdGL2;BNA zyN!q!M7=EAjW{pj;Wzt@o3h{7k&C>m*4ENh8+`O01~NpK#eLwXg%2a-b&YvWBWjnO zB_`n^pRg^At()=LBpmXfAM9;+|L=ag4lc5^2M{|IS zfg=U9*0aM-d@G4Px7+ppe8&qzFLL5)L{4m7$cfEKN-^za=3#WEm&@o73Y|`&h%Saj zja$K2Aba8zdgsZd8VSi`f^t3U69w60eR6HX6Tm44 z!r|Hbvl*bibw|LN>oBxNtGskeFqT{$022>1g0)ZRlFfPc+tbxm7Q901ZIBUzU1ppn z?dJPbwyC+iNsR;ZWjH;I!hxx4F=0;db7N@F(`?KOeC0`FBemZEj^{-@1sii+(YNOt zb;d^3?AT=$JXcrjT%KL4bB@8`eNOKfGK11F2)4+1q9Z>1Q@MPg0M&Si+mD@UhR)N& zci-WoMKg4prQWcD=_9h%TkqX(ZQA6F_3t`{TX*|LAn@OF&%A!mm(Hn?XOIK^yYGY> zi9`A}tqwnz-%R6WvAtQmek{0ea{r%@dECI=MF&4%S)VJjHe+SX56W9Ytw_i6ZPCss zaJ;1Gs>51zJ(6z=94~P@!YAw1E9n%=i!=+zTxd3>w6(~>;jwUqflvuC`$QmjSli^o-)lnWWJUnNSm>SY>66Se4@?|J|Dn2n% zV-+b2ndsOtxWEc1ZGS;kMTkcmxT5PB2P0C6o6*LvUmB`pK6AMDcI$v7>_jXNjXh^*{ zDd6I99;sA{N3~ot&w61Ly}+LVm9{sXX?e{@?`@E>KhJs}OM|Wr--2jlo0Gbc6aB`e z)Uw976yG6~@OZ6m2o>F7)734z+q>3J303rhu}|_pvLb*2iXwD{j;#*+TL`_%fbl^%W zx+i}8yte;SAR;Jf5cdrl-L}dWzVcwTy;56ot81IR%(%WVM07XnD*}x%y+@$05U11@ zB$U9GE$}iTXp);)If6N@u&(%$3q8Ck`Tfg!Du_GjN^S{d$Afw=1GtWa1n-!i<)-t1 zM$EOF_eHp*{2fEHIEq30Ks8nnIx$)NWSd3YldN%}qSRbF)ZR_T+WW>|UX#DP zbd0^aAbSdJ%8~Z0J58YZXAHF$#X#TJH@@GzGKUw%(+;3L&yUhcG+=AJd!?v+bi2I{ zMR>dx2p43Ol~I`SQ$Cr%-+#Isvj)Um1If&C>`9VH+z=>d?6bP*7_N@@* zFtSC72R#k5>3sI=>Z4Wws>faz>2OVe@v~nFc!%Aq41L(Ssc?sv+QQ!n((iIHewSPL zd*v3^Mp3M0KymI(;wOIP$cdfi(GokCh>+O1L{!Ai=Zb{bJOZM7Q3+miU|tu>xc6Tr zT;k=eZ0O?tdI1uR1OjB#F>ToJh1@SGlXrLRTZG2{7a}w+kIncQUjTIqXTe8*)_{!I zg-10@9~|{;hfR5rft}74J70K|wT&46a-ZNqwOQ&?@Q1GEdE@)m<`r1U^@qq38500I zy8;O1D=Hh<4_5-YW7UB{oG;oP3?688rrf~F>fhH_R{x4M>*(eKclA0tyRo%?9n22P zL89AwH_r?9di(7Q7GPw;Rg8DnZrLhdrHK*3PARxi0S)6M;-8H0h23yC;%T?)|fpLzBnhXT^krto<;@NX>F$1 z`Re*!ExXja(_WGmQ3NF#G?PNqXq5l^zy9;T|LZ^54hPpc5QGX{u=wy-{@*Q?wU&l% z>5Q#B*{TZLD?%_w+xO5*y#%nP;+W+fHc5x!1kDoS3H(ko_UpTsIoxrnAgr|>Sy7ys z4p~v0neO|l%?R4i?Z6&^VUgvB1dgKUaF`kYkXaR>{hV_~tgaX>bHn=cqJdk2JoW+>r zT9!fnToHJ$Pcf`}zvl}0OXOw9wCsvtkBVZJ5BmLi zGCLjvi`D-G{Lq!*SyU0}-H%AK3_5rX*fwzl2o`bNe*0p1KD!Uen;FR#o8-PLGk;jW z%>6Y0RptrB9S^)7yAWI;yI|6iU@1foM+n;TI5C+)U;!aX{3x7H3e=dj8v!@?L*vMl z*~DhRU{1{a57|e>H#P%gvu*MqLt!P`){%z5qyMCHE8xite@##n{4f|Y9wNAq!V zc#@X`<}K%iWZtT_*Kok`+{VuHYY9n3(T_n*l~x#()$j36N3F1KV%Ec2k<@Kdb-`U) z@TPI{R3oyej*2-Vuo}y)W~$RSvw{SB7NCyAUqQkpHiO@*5O&UU4l*)3loJ8R#|!Az zp(*{ixL}IjZz@TuR>PCQrlxt=s+0*xnul&D;p7aH0nmzgtV6|?m5fA@@{69RFIs5| z>_hIWvuUgBu&k5E;6%jFx5s0cn}8t-9V;y{7b!6>C>!3vb1sa$Zl8bS}n+rd|;;MviP#d!=sBgU|{s2JLN*+M6w-mXkEZdH z_mj#m;)JU8?gLRm*Ic(^Q15scS&IpAVX9Wkw@&zsG1>wf+w1kL1?nJmej64?17=h; zSlhb!%(F@3>6DRUo=q;l`M+k9K)0{j?uB_A+!4v>6_)ID$9e?GAXIp%3Q+w%`y~W! zOwyy#BpkciWBhRE4qJKzeRqOsG&36Q+7>+(hwCR{sSPa__`rw1Jmx&U2bB^328rjT zPo3(z`rN^P#&mSlEhOK1p*MYDQ4t@cQ4hMYbNSZk2_6bFum@8VO;GONwig!8&;^Bs zmxUBY5z?`}Uax12aKAT-K^PST34-`e_XruWf}~wB$7y<^;ORCca7I^k@IYdUm->?7 z`9`-SNUWn7kvclq$ky@@vxbGLfwA2mS^d500)~TwJ0P_4?K*w&b`)`;o1iv6rGaI_ zO1n`5TPS?rQAIS46>aKZSE>@8;&!1nn|4kb9mqGrrK0OrJoeo)NUk4v0IMGPOM>;2N{*X;n^hFkDXK`e^D!F8riJ^V2ZbGaV||>6Avsm> zqco#lumMSrj82Vnq#7G#z~0$S7Mo2HzlzOklvP!u#||%eHU%U6)OkM}Ost3<7H5(f zr2@+tLDeav)nS-(xXP5hyg6NCVIH%CO8!m-=4tie40l`YWgMRYcz_{;doT`wrG(}! zNA_sW6IlJaX%>^>X~)gYQouG8pT#^|g)rR!kE1 zk0;GKdoEo5mBQWImkbQh)HDrU3b@Y8<%c??S_{Vs$3FaJ+&_JnriDg)^B&QDJNDi2 zQGRT-8U@1nOBkh|jd-JjEKwiKEb(%(I7+fb<%34$3o7?9A2w8j<&<{n~ z7R(@Wz&9kL#or8S*Y^6vR0n3MNmz{Wdx&dj+ZJ+$TgHw@fwaVZ;(E!9KZhH=$j4}S z(*O5={udnGc?4w7(hT@q0 z3*(^Z$v7J28Hk+a^tELJggBC`GGN0L#1$7ACnKC=oM##O-kNLgO>sGawvag(v+2h0UYkq| z%R4dNQe;J8_rSY3g*wU&+YRhBoG`ef=MnGAD&8=>5ne6q(JV`+GYT!RJugyOu2&lp zv#^j+y|NB}Ho>&P+wh0NJ*le45CvjQ#91K=4D`Wi-<)ZvM6c{s8kPNmAp8W+)5!^E zCvhklPh1w3rz|emX__79?DUAEfT1|z8Y0V&;#tn-NyIY^4`j}&N}r)XBQK1io~Ub% z%p4{4qG0w7{s@ zTohsF8%R9uFo|u3X-=EPV7kRC|PUFdhP2jIMVIdpMF<-76H^jXg z9&78Iuox_Xt@L+HsTRj^aWp?f-C{OBNqEs$hHY`4&w1XzzqW3zP{oZe%?IdA4;b7E zc%tR{*wzD3sqMI}$(r=GP&k8i-->V5jv#JSP6`ZszVLDj(o;-!X)_AYb`PrTyF(ds zIg%hTdHpKt?Yzt=pGt#gSyNw*e{MtI6-5&>Cf7-mh!2f)Y)?Ya`J{<{tV9+yI@##0 z_kLJMYvaiz9s~PQ6_>Scam7wIUsoB<_Js1{Zdq2}vmQ@Qq^Gii21 z(X%89);HSig{lPWF*C_?d(j{$^6m3hOToL}Uc7~;bWVoex6fz2nfeVDD~k?$Cg=kS zbj0KqOE~jZYxzEs9Y*;YEb|2okU}D-2Uv*;8yygXaV0$`ULZt(!7poMaXm{kll zr@7kO=LXnixts*YfG%9hRRhJ{RaB=!XuOmdmd?pQiq|aO)W&DoXjfEem;Afk8XaM_ zEPvZh-z82<_AQ5(+O~JXT}Q&&Ds>m2f>JEFiQ^`^EG~DP>_5v0YiO!3^PUziqIi6`TQX#*U`>gBEfG0*uKGRHWW;VHxxv zKpC(cPM{e$#VxcC{$qXy+kX;H)Q*=|0B2l*`e;5bj*`^R__4prX-W#wC{7)e-1@g~ z|6Tt-A^+*4#0COJ^@o#rUhu4YnuU<9qW61#-9FaV)*jx!&wS-;YwHgmZv377+r0-5 z*Vfk`K3u!c{%vjj{=Zz8z;hQ-R}t^VD+ zx7c0wlu&^EMkv6#47{nc_;3y!)KCWIjs*iX1;^no27YDvSzhpIev2U>0FWCVk^;A| z)w^(nDwv!n`8@Bi5G1boQHUu?JJ1@$U6IkT2woiyvlN6}7-+V4i{0(t61N?Nj(eM> zGoBSPw^!a_D<41doD`fZU{Z(aKcvxUd-Im4*n20&Dd)e%PSQAnc#5({oQrR!7ks%; zHyCC-EVu?}{ocF<@>;PdB1p9~LxnHkZ;k0`RjJftvN127n(YF4r31yYAhsQD%I;5- zN!6Kd0CCGs^(e~1WL6ryCxC#c(kk(FzL5yJQj+#EdolPa=lqr>5q457Pl69hss!?_Q+ns@>Z4>3gax4*5}-YxU)vG!Xb+boMNgDAN zAiANh#BZmPGU4W@5_V63b?uO_`M`!|n-_&ql%WNXs3U&cm1dl0x(fbcj~_#*E2|n_ zXu2N#go^7A?TTQ_B0{@84`FFlo6;9(zG0XGSuEMj>NF)ti2yI-5g(onC;YSZ1vm@; z-Gw*`S%LZ|eX=7izV`87Qi2JiSpx^jCRSsHYnET?DV>!%V&g0v^3i-UIrH`jp{VM+ z)WNDsJ^p(NdYpt|&}T3a7Cn1Bv3^X5=pES1|abbd&w$-U3V|1YhbyvMH2wCbQW@f9J#X#f~8{iq( zm=~TQd6&Z;%I8E=lh(eO$#`gA09)VA3l@s}cc5i9#vu~9cn&z&9_q}A^~^mIX9Ii6_2wS={ zD6gqeuVM__MLLa#=yMTfyc;G_H$M$$o<2pD?IhYg4QI4f{L>5-Kpo(V{<(aQeK5-T zl1Zmj`l7n{0>^AuJQKeV89=VhjN|5BL^z%X_p+?F|RkpEBeqF*I7}dV)-TN{f9)F2zcY8?jtV8Q&n54sF zA3v22j|1|5fS8jhdR5#5aZ&vimfKZr;X5)2YBrpCVggQ&c~Udjy!ed&TP!GfR(jUc1ge#K=x?Y(x6%aj~X+8uaJzAu@<*-I7&kDpz_nH8B zK!?95LhOiiBzkCjoq=hut=i$#61qZzvoj&q1@o-{Y6H$HA?an<8I)a`_b^O0Q#S@ErYz7%FHXoQ`G1O=Gme=EXP4ucQADA*4+n z=Y2xTPjPW}1M2@J`u~ml8*63#KdREd>Hoiy{$FiB+ZHGxb0~M&Q?$^DqmXO?&_7L8 z7Y?#Q{l80*(#TsDSePQ47e{!?K#7!sFlA^q2aP|1l#aFl~8)V7M6Yi300`sLh~+9n-$s;=A7|lKIIu1JcE9@ z1EQq?Q`3bY?UHBPJKl%*_zRN~`E4#zSe_2{0(Tu|UBBK6rhCU5;C+LGxP=z;w7EGi zXbE=IJ?ieSTcyDkpU9C_&TmEB+h|HsUPWPCa)N{#7r+ZX-BWO2b|+9*&Mck+fdKud zXHNPf%|;O>MKl3OdYb%$pTT=X_ihqZ{oRX}6m{p~f@$cf%Va_~IKsVsoBPM73w%8W zq)pqn$)X#`Jf8x;2_bBZ4tpR{K&R06Zl8ChX#fMUJYIxI<( zXVY16_EME-4&|x2_#JcI*DwK?3_(Imy=GoU3uisBL&6j}*j_%H#07Y9mSscMsMr=Y zmr=ncAeWu=iY%T6R*u$^7bF<)pwHwXBqBs%6J~M2cofy_m>aSO8{;?vbNndL3Hl!n zNB?ug9AP2XWeLw@%|u=gMB{ktF9AM(34xuNLN3?eJ($29O+HftXE>K}OhVSnylr zE=6L`A&)14F7308((US8-3G6m!#&C#ixi;{{v@!k;=ZnmRwU-f5=Z4Mj!lECZ-O4t zHD3;9$Lx+AL89jfbo|@m2%YU^D8-noH97vmG}SO`_A@b4nZ!&)nyBDn@<2rDn1-Ju z7rCxA&GMB1Uv$(gS+|X04o8@O)nts?DBY7X6lr8TiXaMaQgS@zKg8TN&Q(?5x#pNc%=UCOLs9e=Og;pcMz?ut-GGsm640&>U z9X(8Ypqp5p5*pB>E%u<~E76*yr>)J3>g#Le`codo^J!(14NsG!czo2dUZ<^L78mg_ zoV1L2KS!>Qa8h83$Sv>1CF?CB5Fx)RB8ldb^UMJCJ;-W;Z&!%A32wQ^LCt8yV@98~ zQh~VAN@MCsn<*C`#1qO~Bzz%#^Z&zSRpFR-MIz15?Ekm%aQ*M=W%>WT^>6b3uPFZ~ z6p#rtyX-y3c!>ft!c$7W25))561sqetUhOjS((BwLDIhPn6rEuW&lyNf*3<_j&vVd zciG!4PT}tRlOq(U0xak}L2yFhKvi*U02nHAskejLlk~K!x|e(a>$2VXcnm|s@zFhs zeo$!?k75n`oAThB^5C2D;G6Q`oAThVr9410(-)9Y_;5Z^BuZo(a?4F2eGb5j_mYCkWF$W)6b zS~jj5n1!2_Dw3hbGsBwNRf3qyMv9Q{tKwhpQ7A6pyL_QwB&3pcC)j~O);P@`l`Kaw z6pgYJZS|mPuZ5(<{glu6(EsV1 zP!tO6zN7W@@8E&r5;1+_XlCoRbDnJ0%jx*G&0$0d9DSXG*!dTz=A)ymSNZs19W9ys$*<&JW zZo09PB7iZtNo>leaIs`L%IX#0b!{N9yDSpPUWE`QmJk|$;OwiHaFn3`LhTZcnlB;n zbJ#Be-e0<+YD%=KMpMiV039F5wfT7a9KJZ|dzP=ZzED2Q>-kOm{LF0j5) zp-qVn7#I|+`Pbb7Ezi1ut8b6K{InF}VP-*;=S)D<2e&Uj)j$-od0qrW?#g>IQi4K{ zishW>_P|&WMYjjmt>1x&`(n@ocf}Xw4h&U>>O?G%(Suq(8@#pV9^mpqGGL3PGGMEP zv|(GT?}2UK2sPiI`}IgJl`)vERTDE^%rI_7Sx=1L1Mj)1S`^Fb1?W_)hN!r-RfUmW zfOb7EJPe~`BgiB6z$3fA@ za>_Ua(ZeywuF<@t3ms{(J<1edF(#9NGi-5O4O|kpg@reLqk_IO)+*GW0~eKSkk1XJ zv0bqev_6(LO4)!_ao?`y1#28o7gzKbdqX?w*{yX(Xi#lE(m<>-%Tl0-uExlH69=N6 z$X8?~y|UkKvoz1+Ls9|T<`OO0y;dxY;v}3p2KtICz&s{5G? z(~}-J^^33jrI4C4j9qU|t?ZWs0fOGrTiQwwCfBXQW{#zrWBDf9w=0a+~oq)8Ocp-ZHkL;Rb!Fc$3Qy!g%XH4do zyJe@oODKxEor2DQSBmSZUh~#4T;by}KkM-%%72RsakB%nX_d;}s_+dux(u$FN)^(l zkR0bwrjgKZJrmzdQJJ*G_?*~g;D#imjp`Uw0j4h}f(}K+tv^_B-o%K5c#)N;(?XWmJb76DfrGl`-4xKPSGQ|%~ z?oCD!AkP^bel+4G^h4|33FI2t@aWmC=6hjJ{@!O@=i8zFCOB@>CRB4hG59ed*CVLG z5w{J5mhq)!wXFXwRN~s|c{Rf{$44!_mf~oDCoDs5RS`jtv6af4+3MU{O4}^6oMpG- zgSG1q+Pds8V^yQe?x1Qe4GvB99P2Kedp9uG8@flXKHJi`#h5YvN#|B+z}pf3V-A*0 z*V>`R<6TrpErf}oG!r}}>jxd4Bj*!7EXU@kGLHBXM;L~;_Q!kIH{kg)#rxY=RMOqrpn^pE8LJ)@UHYkna!KWp>xaN zx=?ThkF!k0OzN?(^FJ-~YQO{?CJr2jA@fzncC3 zPCOd1X9@+tbe>Pc1iZs}LWw>>k~xk+;x`(}a6dB1V$L-Bkasyo2|5asF~>CMJVBdh zvdVvoxt0am0`C58Z;1LFJ` z0@U$5r*r{Wh!oa@DY)&rhi-2euZ>7RzZ5okGg%Of;<=3rP_@N*4R@>~5{_T4r zlVT&UQK&V2thTqYzdYz@zt3=CnoRJgpUM-%$D&?f-_USJNdRTm++1qBX6XsPkZF+{Lzi$I@KHLv0N0Z# zzZj-d81KdJd6W(t!;R8m?!bg*7odp0P?EEz&``B*LnG(Zi(z~*j4lr6@g%y4_$+S> zlG?W%Y(Y-NgDSmX8eJ5hii<2S+P6gy$k;WQdQVTi{h_z_d$FH?dRz~qG~r$VCTtgH z;p6G#qDZHci#Umwjl@4kdAs;dgorA2@!_z@&hTG66!xO-AVYiS4uim3@h8v6W+z0& zPlA5%&Y&Lg5zq*#eKut2JULF%)5MIM@l?K>SO$;69G_EU4+m@KTwkR}Rv?2S%Zm$m zZiJ+~y1;P?WTsGR+*N4f`Bc1m#d{}@^B$IOOY+KAoi96*Ug-t1ApHp8{fza1p{#C! z7;w{;b2_ay{H-?XTRreLTGx1GL}HQC$H??@PD3-|%toUj_}i{88411(z&W^LAdVMW zI4_RKJ*}!n&WCdlKeyU7gRbiWlyN{V>${o8V@ea}?`QqN@{Yn;T;B&zqFEXzMMW2C z4MjjN`W7h83Eqx)8L*=;i6#&}h4Et8Yr79kU>`7)q#OtG6DBKSRF3!r>K<84n(qN- zT~6Xsy7+K-5@Hl;c@OeQyIof3yOVU_Lde42-4BQGY(}6ej)1y^mH}RSP^(PG5Mt9f z3D!H<$W&X)5LQ;?O?@kg{3D+5RVZ8#Zk|gxEGcksgc8yt?g+H{M~E-zNiY&tUq+D% zwP{>y`uf@u+-1h2`H%--P}^ZgXe^M=r)-rS8BYlj(hOqxxe(R0*94;G>0O9$C8-PF zxIY5nd3emvPE$z13;9>&xY}BnVnz>K+pNOxINTIdv!H?E}eit(Q<%Ni4d7%PR zUg#*37seTo3`7`36&|#56056?JUd8|78ZP*q9JS@6L0ODJm;2h!8W?VrP4ob>~YE! z4w#zcaxA+{(q_w$L5{y;Mr=?QQC2HS)kI!lkrZZYSvGDm*ptu!6}t$5;T(}-FV5fb zFgj}o?XsOOG=5L!w}j>pOHQ0Z8BkXki25SJIteg+z2l$l0BjG$k}TxoEl$|&bJ(8+ zsP*MgjOXxL2e}K&9Z{{JUWqLkyiFB(-jcGNqvA(CoA|FG%5r_N+k`wipc=n~IS9&H zzdYOCY5Btq%ZPX2eQ%3|d;Ak0g6(TNH~=wZew3b~O@oBIVBIcdcHCN7VH-d8BYx5c zf>6r(B9$Kl;ec-od#2&1C-cz=bh7Jf=+d)sU;I;*&7~r!q7?5gDprof>r$gqT0bqQ z53aFTEvepN-R>|P9`VRro7P`-ZRW|6)iJdbH?ux}(Ph!xg>laOJO!P&y3?jFFIQ(| zv@&ncLi7r$JVM}v6^%7{l@0?wJk7)pNGf8eH+&D^!TYmAk zFuC|!_+rJm0IqiE7i|%ITi=y?Vsdg`G$jZ_1ml*for{)lOSKabX`6_1gCr;8ES=B5 zn~40jmhpC*PEeI!L^UU{N)x_DMOH@`=pTiQP02}05`L-&ZrQ3{2V(sC?0o6#bI)qVfnO}Cor=~2kve5Y1HX6y@ zfJ2XRKO>@-GkpTB?}ShiNeJF}D1MZ*AVwIvC@tP*X*5T(aHBj)v*~uZ=!qlWf^s92 zWN3$y)Z1xvv%1AX2rqe;9qz@3Ee`dlzlNo+PcVjx+t%c1rr|h=i+RLlI*0s^tOyV? zM9Z*?p0q6`kkJ-HqdaC1TEiH4Usu^&W-*O7IStGbiixt4B&igcTm!HUk{Os>Jfu{S ze!r_C^UAOCyp;k`9a{?GMq_P<}#{x?6~e*K#L zMkv7k`#=AS{WF|~Nyx@oI6GqS5w4BHcruC8q?-@J31^hUmgPLmhDX9C7(nFgr%WWc zmDq)?cXxNXqb%l0G&y78Y?h^;FsTbmc$k4(TLSI^hYBQS1AUvNCvn8dvoD7*8k6wP zv+g7fBbA~i%vo9-K~i5#8Oj7IV>;0rGxo(rN|F~zgt_0`EOv1&Dr`${JP-nu3O8@z zXC&3(rmV%_rwsoN4$9b-q#!8D3rG!%4=>)+@3I3Y1J%I`s>x2{;%LB< z*;KYIVvPJSg9uA_ZW|sw z9pC?m+t)!j8G}Xr(G-`EfhAI!gcBwS?*E#D^8ne~;~{9QQ zqs#s+q`J&HYlc8Fo5SWfNw^IzB8^B|S-H46sklHXh}$h{JO1QRJcWlY^wf*uX-SZ~ z!^auts){OsY=;l;JMqF`{!e(QA*vFnzP|CjlUW{D#A=|6d>w?7*-@zK;x7c;+i=2> z{INSf%xB?{=c=|*25r{d7B31;1`B2rU5NcSjq)Ou!He|-bXjGx`@4793q%bTO6r0b z7BYHcvKKotZ#@vzFhFcDzXbxU z4|#fK@6}T{#50?YL?<~5AdIcm%YeORcLCSh_Qal`eRv$@a(a1(YMoaPr>c!RK01x1 zQ%#qJ3<@5xLp}l_9wD9@9wKf~F%I$3-yy+AnaWX?Ch0t%oJpu8X~E{(@Mqxh#diA< z72VEualClx9ha`RTy{va3jUb$?5u-f_Se_S81x6*VpydHf#|yjfAE9nV%O70K7>RE-D8b|UR3DxhM;WaBNRd4R)ua-xyj?Sd` z68eAra~4j8oFX$mzDkG3s;%+e6&+A|9#1d+50*Es$kO9!T>Vk)`!2eukXAu!xxj%N z?0>*^(lMujnxIJx3Q#8+2J%N_LsBDQh89&qX6f3C38Jtf{QWeI_;wM*25k}D1gMr^ zj~;V`id2n?596t4mbeFVP_a3%E+p3<@u!+VYn8|HK<3JfS zMLk^oTV8&_M)8yRIi~Sg^Q3yX z1Ul(gG(rmk{6k_3{#f;(S({zBJujAz!`_gkW5Iv#vi0?~dk@whY}|hUsmeF*-GAWe z-BN0k){ENzjTEh{kN>hR#EWS!$)EEY6rhv%PhSoeP^wsp7u~C}&%kVSV4cBM*$KPL zPQWUo?aj5OTLW^PK&unhXQ;aYTXV|?)0O}rJ1ZBnl3_37yyh;eE?sZAdlM2l(O5bM zJAJ%Y!Xe16lI}PQr@5kbG0?YBIGG%V!((;|!mK2PNV$--exff6s3%2&#%l0XoY!^z^jHH zs?Oxl>0uJAm7YY2JPVPeH;ACcA9onI^IEZ&)$J(I0@)&@ zH^mX3Qn&~`P(7|&H5ba3F*vCb?mGM7y=279pboQukXAZ|%z>*8Aa6b;K{v4`{QVkg z2iV42KaM`hyCXcz$zXu}&3{l!x7uDDecA`@F!oC66V};)b=Noj(H+Xy*v(yGm%YAd zVD1{3`il~0R7FOxX&pVQ=6u+yXkACl7Vacne(3raua^}r7kVBY^38yvUhx*dvveo| z>l;^QiP5dn4q%GS(&Z>`WRH2Qszc0g&36Ug))x@7E$69q2X;A#%dNY)q*!H`Y{l1u}HnITf-+PFU)D9e=b#|1_Gg~_W%WQS1O0e}t$Co-4bHR*b z47DnyHEMb770X0Dxds6&Z5cI!w!75chF(e@v|SM!LAt94873Y+UexM~M}gCwtW}Li zX!7FP6^Bz2K*vjT#=@Ab6C z#}oTimWRxX^sY4wO^rP- zaa0B}Rc`+aE#SpXG!e%^#Y)_9VId}$*``yF$A$&(CFyBkGeaWa0N$Ns**JlatzvJ$?ZUi$!l#CR%l{F;w8ZERe+cj)dzP#%m>OZhu3}1#@1<@T zdpM;V$KqqcD0-jbK-68+v4`J*`(~Jp=B7=p(WvFW>#j_(?2+n3|*4 zdva`TM~A7~-3jXW4B$WjJ|=SB!UaZs#W|*wvu-wn%H+W0|7hPj=5xanmJXe1fW&8f znx1er;bAVFJ0@pr4kBQjaOp|`#d2N{9=BSX72n^-$dbHBM&RReR;~tNg7V@Q@(J-* zv+}8R*a^D-8Pk@jfh*GipCEl>kIc?4E>t;Knj2s4++imc>D4o7SKUPBVjOSQR1xc8 zbl|UTEennFayf=!-fC37VH*o5j4^ceOC@+Ja<|~6y@n0rD-R^Y+1`rTHg0gl~YHBV@HK^ z$E6)S8ajC_cl4-t_ORzF0|F)K^fC?~rX4Z0t#bIl&lRYH_t!Ml9!i1@L=7`I&u6o_ z?^$MeU`TT-s!L{959&zF9yUPa=&)X|M-B0JzV9VGq6byiPlQ|oX2M1BCCNcMEJn$v zW8w<)9*8!3u@lQwAE|+)4$i4D=R}@?HUu_-j>rzo zH4HK6qRxJ$(j??5nw;3OQYoL8CVfr_MX!;HW1}x~$pWFQsEIZg5Lpoz`y$mAgyb

)-4@zncB$&xY@3m+gil zxbm?kGY%PGZ*vXGH*Fp#M5C8PQnx>YyQ@WRRD ztOIUh=_%RZAdS2W;*%MufO(9*o*5s{fq6%0IZHFkX(8{aQE=%NYEMG=x#YGR1aJz| z@KZdUPuYxT7&ZdrlBEgJ$O|y~0H=!Cyr3BssSVJYmK@Yu4Vk@CIN)4}r`2T0`U6_Zlv(XKAH+UI}5&IDPA{!g~ z>wAZJh<%bTGPCYg-2g?(Ix{21Ib))_E?HGsSy_37;A}jvQ()1A3l2q|cZ+qS&G&zA%Hz^O!JT3AU{FG-Z%$ikd`WOG?`WF9W`4vN6z4-4J=rICV7~{gF zQ)o`nd@HG;RIakfT1`H}5&5T}6Y`|d0eNy;&c~B>$Ky%R>3DK$4#z+^(#l>$AU)$a zg}>?oySNn(32doF5v zMC)wS`R-d$hmXhUD21>;KphixSIjO1<)Las=WHOAO^=uM(>}uy&e6m}nskGwTi5qg zn$7FY1&zgoyvClh908-dqxV``nP0EhOH&==B`CVx44{LwI1tw)5C&Of-Ir}EEF4SC zWp<*FX`MaRlG4&RW zux)8I4KXj)9jEJSr;=UK1A5%L00xL(;4X8<|Rif8T|_b(-z};8lN-D z+`zV2bsU#7UiL68IF(EbjLktHNJAKLwF>+}eliut8=zUj&7mZ~GTGpN@begKwBhgf z@81J8sYYcw!(4yjmb(nz)a;5xyB$SZ-FFYDqHvJaRrYI9o(RJshr^5j4Fu~{6S4QU z%RCnA4V*)?zutp{>1zi)wr~Co0o35ngC5)HvGoBOE=#zcf!8d!G8?>K518WyhA~pq z*#L~NZ_B483Je@lX`L0)ZL$59HoZWHax&e6O?P27nifV%)z!GxLcq4$RBG8yPI?v| zZ()}fA%lB;%VBJcoEJn(n{LrvQ1tNg86VYw*MzZOU1LN9Q&jfJoau7yZbnlhqSCsa zeSJ*we9*jJqMx2WjJtZ~B?Iq9V$)%wKfl`h73fKk6_X3YWY=csFFk>;mwA!_{*4M3hoKzMG z)t3lQ%M=|maHnyXVd?&|_xhDJ{kr%|Rpbj|F~~{{ zV?E(jU^Kksz41gG1^9@4LT;_=9v6{|P6#ASIz?w?9q+nz41^39#*_JUdSRYq{lJ9! z>g0K+ZeWAyJ!G-Dui$Y-Cf08y4+O)~Q7O;Ucm#oA*%+R-JReDQ5qbv#*)6~pAKAtGjE>H*PXG5eX$+&&VsSB=J{OU74 zW0S_~tDM9+N@9*K7)Zr26U$!aswf?7d1$;M!k zp7Ib8@>AYea^A>4F$Whh8wG zzqal?Dzc9;l?5=z49#n;A$_nHp(h`OPZ2^>fpyF?2s-LM`j|-68Y@Fz8|!+3GQ`AB zqIVDIe{U#ycLllfdJHVFuG<>c&)faD_Spw6r9CnjTs%JNAF1WqJxOyi4h70@L!g6 zDKYwn=QE%2JVAC#_ac=DqvI4RgLFs6ey2~nBIz-TeCLx1L~JSYTh(M@FhW|wEvA3y z3R7H5h@6Ih=ns`xT)nm+F!c&`gRGdJ#%V6sKSjx$Uuc9Dk^#$c9x52WU#gpcnd{>+ zO(=`4@yo9AsH{`$BrWnckZV-d_CF{*6JcPJ-{KMOqb+Hn2OK`S?Q2M{DZXgM!??09 zO5JN);v;;ggFpcKu@Y^_=4hJ^pL@C+i&ZvyyF`%Tx!e=dYLG3mDarRrc4M#Kt@k=eCboEsu)&SO}D@uob%BiGZ=IMxbRd zvk6+2>!NE+%&KfBoMGlp_l(^&)4IG&b2QX|(-rO21uy%*#*-X_3=87Y6@&?lzRCJz zDjJCm8-aQhyi*meqG~cGYF(fw0enSW4wzbu=fv&-y2GK(ilXAE8Jf>P4J-)Q5tz=z z;Ab+h5t`^gghSX^jLaSs4{-jL`xI<>&VFPYftSxE119IoK6 z^32&zKh3vqfyAKEo_-Ej+hDGZtPp2}GLPK3}$Vk!1` z9qp@*_ty>%JSmva%7x=&1XfD*7D|cxRhmCS+6A?Po>F2sV@Uy5fRvbEcDJzzdjU7C zwI$q<(8wjO>PJa}s9^SIyVy`5KXG2}}n~;eTZA_B1)t;X0upPMVzw!c-UR zk>~n0jn5U*_nSTBrt$f!BH;lyJO7ZpH>g=Z75Y(>6 z&Tum%p38m#ulElY?~UlD(eKbYQEJRc7Eg>~ahBK$TkHYc;DQfVGrGcXB4KXKM}vr) z5U5or5Ny6jH~P`K2;3PvmxO8-iogH^{)A~aw$&W zAtJe9vjsZf5|>5(w}RzL54yH(kDP+XRMVRe-JFB3KH0J-)(_oGhio5Senn9xX%415 zL*1?S=p&ho-iK*im+3i+o`77xN zL$Led%5Xb`%^(X|gJHEgH$STFex*a7sy!dFC;vU_udi-&*$ee&qvdYynd^q4^5nrN zJea9Wfes$U-+UwI^4mcuxKe1zR?UzBy1RS2r==(`Bwn`(6uh~ByjaA@Ky8agxiSUg z0J_OrG4=E*Ee=0rKk9U?Cq0&Tq0n9{Xdn#XTF%?@I|TozKf($epTc)X!C(|BeypDb z3G7?=nB==dR+RN|F@fw~@a&BzaZ1tU_$dbJ_ZHGQYfurTrAEE*0ZR(tgmjPx0a(vp z9_X{%T^xfeZw%J0m#U9LvU>=q7w+Qf+AHTETwoh(w21)_;jbSd)+hbl81k2&{jwCQ zTz?&wKiHZn62QRXt!#Nm_nutaP+Y79Jfgz7CeCdcWNJYu1^bdXb^Z19R;V4l7Oja! zHPxvDqDe!jLc_yQhSSkR%%VlQc!^NP!Rcdk|M|2fxc^c(23=eSt(<^_dKxQR#wouC z{f1V?#3YKdXE@!6^KC4-aRpFqUEn5X|IhxE$9ZKcL<@@vHu*P`Rn(;o68MGNVRV6y zID=z_ATai%fm`Dk0~-;v>&`<2&Of2)_&n{Ss!AvMl-{u?FQJmhBBKa&>!Agh;@Y}8 zl*^LS6D)CXZXQ$(u0#!-wZ&Ciub>yCgl$oc|5S3GT$nFD(=fz(+KjX+*M9p5mALWx zS)^+6mBS&m)5uaNJ6M%*UE$)n!8fn2vggnUY0!}IcyvtS>@;T(A*MLXb;E0FQp_dL zvVQ}Nl@%8i-$7^^R2T}zS!;`&)HG6i>*{O?7Eg0Kb$M|bate&-#-^=6Rj)P?oXT_c z8<}c)#gr#XKFlJZaYBKtB=XLqQ^_qxGOBVm z&+9aUG$QE~V*7{;TVl&Z8HNg0hILZ;B)(Zj2fDstVRyYX@+6XaZx$|_ZhInM<-yhP zM6)|m7G@GmcwGp!^eGTQ!!^SM#1Cc5D;sEM9-F}yKf!1ozap7#8g|DcoS;H&5iZJx zA9JuwsiQG4YM;D)P->us8I1_C8WKbst7M2gjIo*o+-_^2eeNoEn`GT}n$H8OJ_`#B zY6#m-<2kpByNM_1VQ2@J68C(>)+qH<(^lZBI4jlE5&R?gSK1Y(S4%|ZrHNMa={tP$ zglLurR#>4RjFRbO5PYi)9O=;NU}Xie*297Jfb z*;vUu-_B&N{nC61x(MQA#_Wja9AX&6nJ3D!$NegV^TFq5h_$i$>IP4PP*;tDS7T@d z>#}knYr4C<3D8y6XD6W$?V*vZnKTSz&sJTR!7+k&-a^sdE*IH=P2Lu@ltgkS^I~3E zp$tU*Ape{5Gn4c6Mbsmt8ly0!LaxMe|uO>q&EJVsYMSE^Q5*Xuc%D-g5;dL1qmGb&%*&Tx&?I#iW59Z2F$FHz(e3XG8DX)$38)fVqBl!(uYvq-}sFR^ZqZG;Zf)G(e_ zX9;b(j)eJiL>|Ov$3?{{T6&zZB&|k8o@1~8@FFU5p5qJ8JYj~}b?Ci*r0lb89mHu` zrL{6_G+0p~@`RyJbqEN9$O+vYW_SsHn#IBxAwV5#icl^OlnT!vpR1D z1)V|Dpl4HYSDZC}gr8 z3aSQ<%d5y98f&fvZcUsR;T#Dz$?|>3#6}cD{Sdplru7GAiSdkN#4@%*wcPqRQ*2tL zFe9=2E7`}A5ZESmkZRk`XQZ&gMwly~`W#8844d@ChW7=VkzWRRO?)gF^8GnN6lo@1 zK)w*9MuLQb)Z;WuN}eyaKKS&cO2Xo1ar&=I#(=Lc3K1}BV@0nfhW5z&rTUl^XZxoI zkl6%waesagB#DtrW{`!1GYN(Xs&_Pk{O}=27X2>1GP(%R+^rzdZ4)SbMTcvU=A&$$ z@T#3o(P6sgjr*038epH7y}G^7AKZ3?0% zRHdh+;MCgXt2-@ObF2B(v^;~)j#19FU_b&30IX6sKaS!xyH1*_oY zG_ke_wZ8@=LQhFMhXJsr@%eMI%vfJr^UVasdGo!sC_%}G4`5#ye4N_XWs*)+Z~JQp zR);|Q&|-(BQt9TpWkCj}vPcvE9>%0h-X$y)2dbI04s{Kb0w#7k>GL=%iZZe+ir77t zyS|D50UozBIrmN*euNtsK05Mt1sqZ{upAfb1F54A8qS_@Q!|y%Iz(meBnEFbz7g9V zGQe3~Wu!%xtPd(9;*uNt;N1LiK55j%ENw(FP4g#dRktR{0wdlQON$YWGh#n7ck4IV zC~SCv!U-C8t;Gz6WMnL1KLRdqvZUD%276oC(l2khtq1$b0VK4PpzV*KL_fmYZ!k15 zgsy*-OV#L-q*fB@Z#LC|l^k8)5h*rJ4DhCezCy6rHK|@e(yGvBu@F=pI?>41yf}_f zhG1E)xT_uop^BZE^~5J709K5{`MUJsN6S` z5gAi_NjH5k1a!KdY24s81Ghl185y_5%`%Zz_{B-MU=tQ47%J;!Jxn0I0=IVbSMpj+W$~C1{aW<|}X71xHg-)~1^pl0hSH}3%hrti;35Kc=7iEiGUWGKGgz3%m!MKc7 zU6k>Jzlm$8EV?vH+ropQCETyjZhp zTjpR=reQ4BBc9ozz0;gR4LrVh0Usl*(w1=EjNu(_+>|eu{AkNiT3^JbW<*+yL(S;Z zhB@6ofKY;6&F3MMIT@5hlxhSLC1e@cTwyp;NX5}aD*@z4$BBc)C9U*Q3RrFIXzApdqQGnChb zQ+hGuSPrZ8iH}Wa$suV|aKWGFqhfl)1#ju&-)zC*{=UJVC-=LX~!z7w&GBV=ljmTz0Z`UWBO~ABK zO|<|O8Xk*CHsSNE0R7m*+|l$mY{rKQF{@dy~uJOxJ)Pi(eJUP*=xA zSz~515Dgsh`i%2DKpA8`c+MM4&@?`O!e=N{SYKOiNfz{UyKg&rVrX5=z(Ao>Cr@7P zojj9=&x1U?d(!g8la{xfG;!MO0wgJF68MWI!P_RmgOea;fCrcX$q;alA<*Q72gr*% zao#v_e%*}dC40^ zAo)TO$j9N>AHt-#$r}C$W?ngny@@A$H_lH`pWt87Gx0f65sqMsH`aPAiKnwPpFE32 zK$^9|4-b~RtOI>I-T4S2O~Qqu5bO~k@`bp_Tg7|gmBJIlD&9@dNELR}_h?aGu0V^% zHz-8-u$&en8C%2*YHz0uQ?WgkWC_g{x3qW~N5pNHLk1)?1&K4|p)Ei*s_dv5O9J1} z_D0kABnR~k@TKU>}rFtiZ zeN^P*bTTh_(g`}NntV4x(11WMidd!qTtK70pFj~~XbPZp{k&5k2%647#vxsFmZ8~% zeMsR`)T9@qk1dxktqbO|tm<@Bc_}Uz(I8RB&#+}0L8!l#Wrz~v*pXE)%#8xwp_z5Z zbQEqfeux6wWt>|DNOWmxc6)~6_A67LeANvbgc%e1)0cmq{g>Rd)fA(a-iGbhLi?|^ z``t0GG&xiOx7i7RYgr z<*^8qw#6c#ao}l%w9fgCUUHHFpf7BjMUp&4@D4`zj*|`3it1zooi)Jl3=GVYE`t&# zY^DK@gjZl~D|!a4)mbj>(4O#WRHieqo0;m^b$C%>GXUxCgx7Z=Od6JKv#+KDZL`LP zSUfl@(;7|BK7618c}+o~;X)yRxnvOkf#X*)cI$yid8n*9;D%7X>-#4Mo9xP#Uxdx- z3Rs>VjsjE`-aI#4!D9bp0}b5)h&%XbqRk}&zE{U(U}yD5+*Sp`w8sSDmk^-MGW0lu zC7yN>q#4@a-xYVmUFi5LG2vNR)CIi3!9T^=Nywg-X|uvvx9cLH{y2s2n_%rrQz13+ z6Lk~0v$4Kg6JpV{NSr$nilFhdNDM^jvTZ1VN2s3I5R0x5lv}cslzJn!#gxUPKD@fH zk_TOzQ<~crNkhTAgH>7eZddPKb8S7^a`h#^c5Ms_)2H7|ESCs14@o@p6ghR+J_+67 zx?$dELA`iwRo&j=lgZ4Z>EK4Bf$2)l22ZXyHF|AaXw6ky46jl9rVyJT1!0!^<3gTiDz)&pH7c>lAtBO{PcpyCA-)&Cd4Ty#eiu*$c>a zyh51;UikMp)uo(EmhJIroY(1Sx0u_NpPttstxA3^$`f9`DT>Va_$DsF$0U26*F4K0 zIQYn%#A}M`&6C%8ejb>8L$TSLw=jD}9veU73D4`~=ouw0RHb#zbHJWwah4s$qZ4xl zCwVUYyB2fjlRTFWfy*)6YUuu0j=f|lq; z(tJ`a`<^`IAUp2UN?d0Jbk_RiTGdF>`XfQpmTQy=0(mWLjRnEICdTGS!LPl9qS=g> z<0X;qbbLKbNYd&gZX!eweM1T)1>=g*f0WEpzM6Z+1G#5dz&4CJP%`nwvIAD&)fyHd zO!E9tK<>VBE$X`Xg4UG##!p=fsNl<75%NPt$X)P*w0`k4{M+fq(+L6_o)%p*hj7h! z^Rcd=B_^UT-fwWZ#90K?gSC=JF^DpdifVMRrIu%mqDoDKDOZ&n4Y> zK0#oE(}K(WP*PWSLJqUAcq%3zc;iVppf!W9c#|Of2IsQG1VW7N?aai0vO$1Ie9xh^ zd7d;e$X6|%Sct*D1u=1P;b$j-{>}6VGRNC;Z4wcZ2DsOomckF6$UPZ;Y+-#59w*( zUE#)~VY$^O!NJY%Zv!L`X5dk?G$#HKxRbNEB&))>PLEPFigV_*ag%u|A<4C;WkO)c zRg8(e;%Dr1W3Vom?Fs>>x6Pq^+qk>pJ$)8W!4?4BczZkmgLoxhTMe9w_ZV9|4O_r< z<7s#RhL4AM|21+bfd}FeNacv}ZhmBZFoV;f2j-!Em%7slJX{w~$B|dwcs2njgR>Ej z*(Mt7y>%DQ#1zQhcp4sf{|>6qFZO@8ulilA|GmHQ-THT~{&)R*RHc5=|9&3*uZ(yF zq2JQUF-r9y95pC5#1|_L9E2$u{HArpX(iRVw$fJQE3GiB+q?qJ@G-|sS1eY6)i8l9 z#B`*L;?U#zfW0DZakM+H>OKq%VJqSayfz^jRXR3$0FW+1P zGiiliqa`sHt#y>I@^sA7N{0@E#`gzoubv;V2*v{?vlK8v>nxpOP6J6Y0xp0u@|td0lqS>K%H@Xxh6l?-xO*9O$V3dl-<>=T1cK@Kg1x1lFTVO=!);5qj%V>b{iCP2yY}`io$4@;WR-$B6&J4BT;f0t8hNrl|@yVkM7~!LA|a-!Yfzx4koVG2^yl za*%DTj7Fe1i&G6Gw>&H>#B&R%?m^bVIH0Z>F{Z;`} zv3VyLy-N%@g!TjRqu0PW4FglTBM@KB;+4$t#$s5ZvOg|Uo+ltEOCiI-h_fjN*&L$? zZ7h0!cT`lMLwet1@9*;YC`%I_=Xc*@wge10E4?k=#MLOyc0fjV8kcFD(~%J9`Tj4} z6EVh19O6BSMOZu<@mXCB5In33mgG<6Ks~mDf%Ll#!Hx7)E$(3mc=6;t?nQGt?D1FPI{~(H?cZP zk>{CO!9-wDI<%6VVJMDUho)(8QPf7QxY3NhWE%}VskQSuON!d-CMoI}Evxql12^~| z&9U^Rc!N#l9{G^3H}s~q)#yyfg@O&lmI1w<0jB}X_y#kRb2 zC({}@6}Pul!UJ&(H=Uko{MS0+gPrj*o$?$d(K>U2F6-SOBg1iCo$a6;S69|$Ucfyw z)0;8BuWaF}6Rggh+Q3^vyPz=)OmZZ0QZzhRBWswZm@dzeSX??{>$ z$0ey&`h@EseyIz@ekXjO$rl6Xdf^9EA^@MlM{k2M#vOd|Vy6+H@~Z$FIsAMC@Aqd} z5!d%OFg+aGwyOn#lQ!tJ1;>>RdJm1gqdI+r z@WG6-lN=4isvF%e*nJfRnU(=`Q0xd^A&pz=zEK)?mLepZPZv)69gLLsId>d0w24)g zW2s%)Ua%`{sE>Of3}53W(K=eo)wEZ8_-w;RYn4vZEH2e{MGDT8G;?IEl~7ouro$=T zff$dsX$vV3v3oe>hG5gh8)8)pY>4^Y*^m=C$cYm#b4<%2Kg-`s9pG`AftTIl<4b*0 z_3+_+Yt-cYf+vXbFBmGD8xq18E=xKfv(fCtH_Ver$=yT$L1vkAEZG@001FUY8o3q zH$~8sVg_>vz#EZWZ;?&+Uto-1n_UOQ1|YU30THYdB#wKEY5{Q z`i$$>Jgiy2nx{2qkKQ~VxUX-r$_T!^D>sTKl0o>Fwq&;Oc`eG zL8FpUSyWYDmFpqEcqvOwHi3Y!(tCw+}6w|0XsEa*hQKI|bbq7_Jj(D`uy&5D(?>8GBxekqrE?p6Tu{b^F2`#>p zprL2W1N=GKX%^exvEhf;rG0^`OS|bM0tQA^w`E}Kwbf&XF51eJGr&UbAGnefe97&B z*k_BHZVz;;C{%qA*-5y)-wmtXLr1BBQeAM-rizp7hiprPGYea9 zYcR^{O#-Nk`;VJEWC$>3K8WPwqieIUH|0vj3VT70X|kAE-kY$&V_LHierwQXNKJd1 zq76OzADD+9$l28Jk4s)1v*d`yn01t&85cucz|)V{I2G=``}x`DA@$BhBjEVB`@mT~ zhvv&EhEQ2L{JIPKs^}N9p=5!7ezo^2t9UjRj>=$BjtW7b8(w5<+cMPng?8`w!jXnr zpi*R!U<^qXnugjxa2XY8lVV`?M0gd)o94}JC7ls6EFLk z355DP$ka%y`_6%_M-^$(q~cUVC{?23wI?=LSoh$YO6^6g94NKc+}Q!og7xF{>e4ib z!W&;G8=NZeKuC%+U}kwdRpIOqCf7z;;sU4^_egjMxeDSQJ963ISlm9S!Z;E?y6v`Z zzlaw(vb@I-|G$c-25)Ja)Br<~6hJ7~dJKa}!GDjC#b{+cV$F1{thk&8^tiIc;{Ei1 z-D5}l>A|KWt<#_Hu?^?r5pps9M^{jn@Vo$JFjBbcca*Vr**)|3kx%SJtF0}z#PQ``ePwo_% z$#dxboUH;BHq3N=(W*sim3;6|*_O$8T&ko-#?{?pWUXc0i{Kc<`fS|?%{sdSbMX{} zSEj)`Kjq~`eT>dQAk~EDuuW+K`3PK7^v~@7CvE2c(D?rw_t(Gm z*RNjvznYj-JtZ3I;S<@6a>gib4cQojdJ|%B#+gnh2G&Y_Hk+4Rha%vZ7#q};U)Yc@ zY{R)clf8G1PDo3jc2Ptcs@$z;#fcE%5 z57su;z5D;WZ@VuPY4R z!@!AHwthqC7Ul8OR0T-a3$OmOG~>}28-gabvEEk?t6G&q!A_Bb4?32mdGaz&^T%^= zl7SL5I(!$G6JGc3Tv;w~tNCo&$6gE|ST)Pi`lX0SSL9fmu9o0d734^(xUAg z$7zmRosKWeGPggm$YwvVKl56ck5oPN8%GwU9#~Xtc2ja?Yy`n9duGAzJkOD>a=J09 z6xQ6(!YHo!uC5?eaYl1di<(Nd8sjz`bN1__y_ZZT@iq=tgzn=MJ$4qCbqYNLV>?S{ zJWF%lMV5J2pff1uftkVXgrrUcve2=xz$rZj3AQ*8{{caIr|gn!ldoi&&OTZe{v|$* z_mEu`Z19gC8kvd4S-~&wIivHL38?4IIA_5p7huKky$X}+V1fookG+?Q=8Jckej{E+5(IE`o35Zs+B?p4vN zC^{Ae$kSR)ig`Vo*M~qrf#MEX=Lm_x;J2!ype+)f9nMH4Z_MI2rDtWmHQ%$)m3-K^NI=w z=x*4xZCPYIn;qeZ0BUacHUR4k5!Q~8dvVAoSZ%)?PDXG0@PX|gbjhTD>YDV^R!j$Y z37VQLpxp359Lf(LSf|r7TrWpiEDTVGEW$-o1t^xZN~A^-5l#0pF5?MkoNmyCiQ8*~ zALNItuJRgD2VYN`<^(cQK#a#1H7pwyN=53G9%9kL3ezlApCk&xTB4s3ZB=WhI#wq~ z^ePX|hY$7v#=+i|oU58tbXWtQfs;|CA%7rlDGrBz>-G+8aAyA+hTuh>~ zc|JOh^9fgBoOE2I<}1X$4a7H_s7tWK84pwM->SzFdV_`=ld@^GEPV!~M7M=w`{9F8 zV40%mMvB}>LS{rTc(x#lJ*w47?rD&GvF7O=5^3`i9X?nK46k(>)M zD$HV3q94BhVMQL^5WY#0dcrTxiZUSv6C-Lu^a?c9PV>0Du#ZC%^CBMxAS@IXb${8z z(ok)>!=9uN)|CEcNm?R5aN+PW)qFHUI&oAK8HPPDE_!f)>FM5v!q2OTkAYbke2np! zkv)VD!X=74_rMy?VlGF=X_g#{z;5y|=%`@8_3Qnk)iimVI8Ts&MI&W_e4SBTP6}4e zbJp*dJmcVG)1N8fYu`YFexIMmV736&4~zV8l%=fSSF{#3V(?p$=F#C{l9u$)6FeCG zAF)oWVw_dcUA3zF>xhd)SP!8DPaO9&2j3$-3oZDxV`_=nP9e(PQJNd!@^G#l(@x(U5`f7 zq-WVz)#;QMz=f@EfQ-R(IIHR;Ex<4jo(f=!XZ`oUtU5YNhKqNpV>)4bQ30wt;bn~8}@l#M_91GegGoq zwSZ}_I>RLVRtMPV);NROQB~1dD!IsWAMoxJpe(F@3H)GNdArFSwz;x%&@^ z`oSN9UxGg+OVWR6K2s$Hd_E4+W^k)iPriswGd#lUZja(DH`8qB6%Lq5xk;n5zP9$? zXt^0YI|j>=@=x{D6d#EI>yP%cYHMw9->NPsxKUrM@D||3f~v+2Y~gKx!1^qn&9Vyy zX0o{4r6mYx?@tO3bZ4@}=|-^=5JQmC+f<=7RXvMLc0hOzjO(y2@RyyiV?_Q@Does7?S8Z(@&=m*pBbj7a7-G<8oF|#zcjW9$;Q^ zI2x*NxD)WKNc>lr4-5?j%WPRxNy?$CqD&_#aMDmn>l@{qLpVt|J~)b!)7+A1q!)Ty zAdo$0S+-@nD~AD5M1tD4h*7lQ5ufpfq+&}8DioAb7$GEjU}diORRc6;2_zJgM>m!Vc@}-g*{N#%?+e z+6=A11do9Q9>eVvCrMf&v#3Vyia;097^F_)0nd}_*R(#4Iw17xc5Rb=CGf<+wOg`R z&?I2DdJ<}Y9vj0>&Fk?Gc8pGA9^{tiM(O~m*H}esLwGP!ThDb0lo|~E&yZTJdDTP0 zD3@=&a=ANMAhAJ0u26Z+H#4U-kcx*bM?WFO8ZI9zXr^$e3ZR9kUSx+}&2+u&lX*W>a|P!!-OE@3kUk~|t`(_^4SvVd7UiEI7} zre_NyEf&j)V5;~lLlkc!otE{BNlBO`d%UBr5(C&xEmt4tyGFwV9{iUY|kVP73YwK6sp&TE48yi*($f?Mwr$94n%0dN!h4+dv#uzWogGXIc zvR1(VN#PwBg$Fg%k+VZRbN!7=$3tQNE+@1_Ns6PxVr(!N=pI5MBuQo6mx6V8F9X}u z3+;w1j88c@7Vj9$z|_0Y4YyakAJN4=irj5mb((_n^t1GwC(-?G*YJW}v(-h_8xqO# z#2s5Hg6=f$WN;-0p?%dmv)S4<&az)H8cLw$0N*nacmi%c1pmB?ypGSYdUs*3Pk*1M zr*TGycwyH%c71lCTN*Ckhzb_JF*TVBPn8&EE?kAIb-Br}=3To7PWOVPG|TNhb6&kZ z-{Er{#+7|XoQNol=i9bz3Pv0V*SrGfk}G7CuS`j!dhD<`$IK)$j&*|wPJD(df%O?5 zOa`pO&oLP)u;Tv_=istBOGo`UT^(idJmGzy51pWxM3`?Kpdl6-(pGRscQO#n*PYKP z(NnUQH)R2F0e-xJ48}0_(pAZhf&v*xkxXTYXs#ZTD24(W_yQSe3TNzzZxQFoXHrV( zMA0o=3o)}VgJUasRb;0;(P^V(0D%u5u)_iE7!oKnO~*o+WKQc&oQ~96()Du|$L+lw z@b1@_PSdNqI^zm5MqghVuwM<>dn1?5d*#YMWM5y}u#so+T92)-b?I3Jh}^vz3>@WoH(IpLJH4P(XD^)`>1jnl*X*`Y%)ugW$BfsBjNnA5=3?!m4`|IwDCQO@`*){O#7Ow1hnSJcF z>{^nCaB60gGO7=}9NCi$S!Y~iS#j18?;eV-#jDw%IB7Rk6T7Fw^|V?71=(6M_uT3T^y>hBtA2nKKg}l;?+699HiZH=J^mW| z7p9AbkwH(Gl0t4H*&*S>xEf4Pq%7a4j}L@-Sz#U)-UvhA@6QP(Q-L6S8%6#Qh;7QVFX4m}{`*)OJY5wJxd{WwsHgkO7Y? zbhG4&K6^Gz#@2Kcwk1MxFNbza#`Qk*Xh^ovHTWcX)YOS~w^rbrDY+EKXNz?@n+>u> zdw;c{K{Q?2V(-l$w(O-4>U@1E#X48mquNROpi8d0y7k}kzvarJNsnO4`&L*7YFU{& zz4cyVp*vl9pu(%Sy2?b%fT2EQ^4$I3|M5Rrk#nKL=cN`UudcGa`HZ}oOv`tbZxAJg zS$e`*r!I=DT0M%Z;|`eV=%1JaJs361IcRqE$b@rsH9wLBKIN4qE>^tfR`_tq zApvc0(t$N=GZE&?@x83$R7)L}1#_lxH zyzoI36xbqn4zY7+wMFo{QsEN1Ql1#+t;GVwj#BG96Q%Vh$N#`H0{qo zrmm$c)Ro@!%rXGdD)=k$Ne;gSMFyJyKc%M7bJAl0$GP4e=DD=lMbfDa+XuA)Ju*19 zZA~zu*%z1Sf8Y2okVjki%#b$$1JfmQ)5Znc`Cqdj^2%e1gsmDceLjK}? zon-^fkTJ+FH6TM+Hs#X-%-7Z*tevxQTtQkNYPt9N)g!DcOt<5VsS%==>8LFFFN)nq zJ@)k1os|{Q=viFVk0v~?MP3g+ORFN`t92RwMz2#Dx0vcbs^L6#x75QUfd`R|IFH=05l?B*9;L?;l z&e+Qr{TU>~H#!Hj(?0ms?czl`Ij+w* z{IAp8`y!pXW7z!U=nzoJjeaJ+_2JuH|9*kikbtkZ-9NmTjBGe$zk^0K zB0UYt$$Z~ALX8eA<8H)4ke>5UDBbbqwo5I^% zEf7_pSiXSpT;+o)uc~;$t+XwzTV|&T2egVM85eQ3Oq5gKnsH9u0v6IaoqD+EeBbmN zIymV13h#j{f1O=mR0q6Dbe2#l%W#pvpJ@O~Ri!`->LAo6`q}&HtsdXJ)0k93q~E%2 zQf2WcMDA~Y7~+8tw>**HCSK^zrNleBJZ zib6+p>jQI(L>MCUA5z{CXGehTcp1-Tm_X74;=HD)=BwaX3KN3rb`KQq?OmBpCcJFy zsiyC$kILMc-FXf!r%rwnn(DkPd0xL$Eb{ZD0qJ-JfTB!{Z5fUnPCd!tK1IPrB3yZ# zN`f=Tj6iSae9oOjOMp#dibM%10;wzXfMoZ7_|`~G0*`?_eeqJ-Ep?sCd|vU_c@EOO zuf7r|Zb02(@i*Tvu!nGXx_T|ukkGVFDW$xkv?7)-i!k4+I19)yyxe(%so8YN&Wq>W zMuH8P-tZEESf_8qC-d^^Mh1#HGjZ`a%~RD!)NPtp!y8>c%st}yM5ZXRUv~qeCksmJ z;Fw3u#P&w`jOe%Ejy;yd$I6mn4W|&+&uSRBa`~A@ZC)EyB8LsOfg@9gC@Jzz&5p8S zbYgN8U4L}g6X-q)<~_4JN0E!3Fb4Zo%=&`qBQX%f)P7PA(h5FWwA5WE@1f&zI!>3+ zA+c2;{68jijQlPr_*Ihd{7E_;vPL8cHZ*Hox9t=JR4p(p|)m=4g8K&$Ejd7tmkQW z0m|!p3_=cHgCdwby8ZlId`7Lb#l&p;L|8ucqhS6^Nf4YQNMCu>DwF|evqd^#}2Y#wp3w82IqVicD`A|2Sgvj`^V{c{yuOug7kh;DvCaf~JB3cz4K{vb2o zlg9zt=4Izwia5D>Tsu3M!pvcRuDZ=zap_)9Vc`z(>T=Z=tfA%_9Hg{3nB}ew0}Ext zAO?o$mERlq+)D;3Fu#ibK8M2_XW{Fs@wFTxTURpv)9uMMM2Al$POzWI$5VQv-Tq)^ zo_TU7)hA90P!#2bi_eR0GRswJf^Jh9)_ys+k+=X{iZCE`AF0CtgL%(n_)OKf9pyZTeN1aS>_nfQWq{c5yv97LV27m% zgpFcN=hP!hb#cN`kccqiFGxY?EUZyik!);)tRvD#x9G)6(=7zmasH+#GIu4rjs2bQ3$EARcY#a(WzxG0leyI`1hMzTln4yXkTK z2VtFcV+8oIh3K{f52q&>*L5DojzBljLX2offQ73J(5Pkh_6Y~+_O7?H*Q|aU8@ce! zxgU0Y45${p@ksPbyiJ^_hOCbMhaLYU&6&g6fK!ir~cn96**1`+=I^2fx zZm7w-p=LiyPD6S%)P7=cV+6&S?AK0qaABxYRKKE;7TaR$Y?VdpY=zbA9%xR8_P){U zlkib|VMhuJcwgXnZF$QLGoItP1dD13`B^c?K;5TA6Ocz{IQSs*|u z)1$dZNDQ|Qu~={z5AxLtfNy4bicx>#Rd)W?0N zk8dRy8-JF4+;8kdA>ID*`T=+Vsm*MyyJ6SGy?)Tz;(nmT#)G8s7OnoRT3L0zh**U5 z{xDdU7W5_u;ffbqXrm#OGvt`IFQCy9^YyuAL}{`_P*zyC zUYPtjt_`9fQ&2(92TBEadL#9l%u* zt`ZO-N6gMTe+9v%Q~ghRWvkS=nGJ)FvPr zP`eR@_3RsP_+*GXu^11%OHKr>D3L!3gJqLAn{G^a9hCzk;GwU2A(GP2H<=y6X_EA6 zWo2_g%}RKQtV0$I`n73hqLYet)LNv|G>c0Uq1u%);lpGvsbt8(G-B%^;~1~&e6MX_1nzO-a4HaIiZ zBg%uAMz9(2Sn}Vn?ME`cX^0J9v%`=l1&Vum_%3*)|9q_DA2+eJaodv%`d!&#G4Qwd zn9VI?02&-l*NB5P9z%_zP#^A-E8%%zzqxP(c-q-TkNwT0wh!4F+eWxoMTts3^y&C* zG+1T31Q*#_gfilJ=DW$Wc`Sq2D45*Cfhw8khf zTMsZm`%7u38mZAf_WFPgQJHnFWn1zLB3+6bLT5K3jI{i% zt<{=o=Nwbe@DWR7^rV*u!f#6dpU7Oq9((YyOZ2L6PFDN6h~P)!gieLyk4FYYxL)_& z*BO*mMS5fQA?rZM=D{iy z;2NQ8ZA+o!K0mJykVX=Wev3W9KwJ6&N&^v7DBh0fOrn0rKIJydkip0-7(m|FM#(+R zdLK_#k9fNSc#B$HbQ{dLh^Kp~XVLVoFc$`g+H9;QSA!lB4G#jjE^DpJP40Bpq3n)Jsx)Z=!Sq!r9_;m7? zBoFX)@Vz^Gb5_c@Wqq*LGrp{lcJ)qRvMXE2znFj$oShbBlw;#R!C;SS3z{=HHNfY{ z4hS;WjgD4i$U;lDt=AaB{Zl*?M;sT!%Q%lQF}dU>AE`2%a`g0Mx*jE^)d=vfzF7HO zFuj8;u4)ulz8*)NLBIze>OS1UsbB+o38u+;*Vf+|OtON*<%xYm!?-$mM^bS3(+Ko8 zPR~1Cw$1PlHnbTdyDA3#$GZ5JQ#sI}7K>f{hYlJUS6O4N&J{kQVQ`@qP`_Iyyf5`8Ur~6EL;V%^EgjzN%Rpk*Km_s28?(b zp2g-1jEs~;i$xF1k9g9wc=qcjjynM!c>c-p-8lsvH7VaL&M9hwKrGMl%u3svYUuz5 zE$%jkU3ii(h+4sCQa~cQHt@ohh$M*~b+6{L2*OdE#v+b;$-xRQ=+aaPciF}XC}Hk3 zg#OC%kSu8`OM7lWrjj9{G93)F0v|W;v~Dxbwt0`Ob#UQQD|0jL6mHZKnkjFepXN!! z?vgw%mg*nk#%9>dX>G*kX@?|J0&1-#JD21LPr8Rbmr4@G)K8(d?Hsdly#7V z%`?ogD5d-AMQCCd=ArKfeB52R7Kkxu7lQ8kZuLrv!FoCZQ@2@9HTwvung}$RCBK03 zlOn6@+O+&#)GC_7Gl@B8vX$y!#d3(X;@I2+w@TPL)>rinNM`1&CHBi9nhfJ9pp$vd zj*wQ(D6Jxrf&2Y$rOgA~x+2Pr&13%#JxLrD9eT0SyjW6{=TcU008-?5q#+UsZ3PEN zd2JtQA&x~G#@W0&ergOGc3k%XTWB-6w&?|-{OTq`w&1_Jo3-VVk)c(Bmp~d&8Dt* zS6M#m@>)UTqQ@5`sWPq*cJj%k2)`mS_enVX(v)I8mHOshUFy{xVby1a z3wX#ep&8nVhPDYV%Wi>m!p<_=iY*BE#dD+_$_KFIlR2CcarHJ?HT;^^$Fv(&gMoum zm!x9?2&Lx`A3eWl0xKY&MH#OY&{`tjpk4dE+EBW{4;0Z0uBuD;@Jf)QYO$+a_htvG zS(!r0TB&Lg+yf!W{#sbO=SU=!@YQWEB$w-C)fJmk$svnv!Q|TDd)p+dRYT!uD$Ggr znk);|P%_S)I5w2ENt%vy=+*w9L8`6#a@!xLlVfW8LtER%_EVmu^C|W4{R0#leD|Q& zq9Yu#_ck&@q-F7^Ozi0`m)fd;{pRMi12qJXoI?{lQ=%q6OCA17YJ{D$79_9`E<>15 z(5aROBnm{0(N+}u)?D{H^Qe{4`?aj=b2G1+Z|K?JCvPE&psYznJ2iD#9yCyh&( za6U`YQ*O@7*n7Xh401<~+{rYr90fAN#6IR2;f*?2a6!2DJzf8Y>dy@lVQjXA-ZtAA;E16hPh0T8ys-d^jjqx0 zHK5q&nwubo(oh7sYREL0U7!R^1PZSUR4ckX^$V={il5h*wi`zYJGV$D4~jnCK2=A( z@Rexw5h`xcvQfi*eXTW`zK0aoW3jkOUkx)EGFkjbXrw9Q!Dk~nxrk3M?Q~E^W<;vD z$PdE$EIp6Ri1$4-bq-P?D=_m7sN=g-_4pQ5`V)YFqAZ zLlCaEMQREW`)vOAzhBV!?C8R9B5m}%!R`Vw9(NdN%tsGhTUcfCATtB&c%|Q{)$YO{EuNS5B`tfr zmM=ZzbD&azx*!Rh7J5l+M#TW!rO*Ro)_oQmKYbye=mX3YaoA685tNQj*eZJ*k4`3K zG0&4fkOt3le8`G%wZ8IVl-cG0bvinU8g<9l5B!PRVe0f_RKH$Io+Z3>TXgKt(1kCZ z!aD|ZML}&T`uXA3-1&1`Fa*htyH-iVLD5VJFlCZVCP>z9Kz(Xb**dFJfI*=P>T zFpEz)WUUbDZ`&f@T8Fx*<7}5|ZMi;~)Ots#`qqLMtP*p}i`7*mD@WO8hX(;=G1hwB zrdAZqN5j0bC0d8XunKzDZ~Cf5ElxT_YddA(wy~#}FGa@eA5u*Ao>W^xTnTnGuP*Qp zQsoZWnklgi3W;%MI){!Eh9dpDXO94(NuFFg;yMnabMBbuM=Anw*#fPUHBjocG;%ul zjpNe^?by)5Dzcn6H+0qdZUyL&NA0OxbZreKEuI{R4Pfa31Fh6)-5!K0U<#eE<^KzE zaIv~@z6DyVq#I-%Qd!O2kAe0w^+u?<^DWStpN)2uD36fDXzzUu^xz!mVT1XJhn*IO zJq*6qyf(J5U>Fwvc&#j9p={M4LG&8yV96F*>1gm_+`@3wRtpv8I-Gq;RkldXK;{q& zw)s_(6T6L|GT}Clk?hzFfE0ymzZJB}u1^%J!R_QzupV!CS%KO)7eO69CGYVRv-x7a zM9c?>*^-^{m0c~?jRNXpH_2#OVM?*i#$au*=6FU@FUyA~8i_<*1~m^5ex$&Q<5Mg+ z%p!j?^zc*&(A+-Vqpk&QLM(RDW2Yn%+xKqa6JKu^81mEs^T37MAtr$?0Hc#BD)@>n=tzEhE57W@LWuQO1JUdVub!I~1J+GN zu!4+fB|n;{SwhL~F@hGW3K_7fE2vtfA~Z$+&;9iWwv{TZu3DrPZhp$AsNQR<9uBfL z<s58tXKMrLq9)Hg~W%!Wsc# zgyNpgZc zHk%4fQjI@5U88azx4 zZdpl_KV^I#sjsf_wiuz?0MgYG>01IOw96W=!<=r0la_`mfRU}D{{^~(5I)-dHHBxe z@yXY{%o?;@?fB&DW5T+L!1TuHIm`&>)`mrRZ7O83HD0Y&W2#L+1$NsA<*Nbh&ATB= zIi?l?q_QvaHmoB3xzJiSB9+tM0FFR$zemzIsa0Q!#x)paToWS~>-!rQMrzluOWMXg zW>d3qR|LCTp&maW;x*W&+y)(MiF$%4V)Ohh7>DlPSi2G3?7kY=HJb~qC|t@SufWjU zS}i5bNiJneyvQm!G~;l`&F2ibtz<{$M5oRhypfkMUNd^@Ueh0Z2Y7!azOddw;#uI@ zkj1wZ!C>;(`habPgbb4JZVB!ah%s-> z80hOEr8phI>lWTy=CtkafywK(&2}UHEgit{u-!<7!ah5A>;faTYZj8ytcqTLU-2NbNE!<-}`0QsfvVnmaBbAa)3Kg$wx@+&P z-jT_Kgc!kZ8_`WCcf?4@*j#t>&Xorln6&o|%X`KR(BLu~^SGXuyplTA5O_bQljAqK z4>9U;uxX4k6{AD;V11)!SR|cm_3Or(osoVTpKGP*y7Q5s-YfEWh)GV}FDloX`&lQm zA36v0I873s`#@Ss#oahR8M2MA%8)*;e-~6|?qqXtE})4T!dUwAD!7XoL`pfMj7VYw zfoOumG)Q^NdOi#7+Y8<7R`zUt+WY1mGrrThNa`ZbRG6gv>C3-A z{b?4DPT~n)g~;=(5V&Sln)-+^ql4e7n~t%zw)Wk(-?C8o+S-E$Ya8qAPxl{ux3<3i z-FIu>vOle@fBWFUckEAVf5ZaJ;b8n}ZS58&xwf{()PMg;{@uld^mUnz>bskgpim0q zN7)4YcaEnz4htO}sIo`twJY{#w)=v`vMQNGr|PuT?6@dSDkfaoL=O3Tt9Jy$K!F(F zln{3pOmFGn_SoISLtecsl6l7Of-ez@Jc%~r8J8zqLZ*0!(;`j47Rrc(OxGSk#^cek zh-Q8<<9CQ7eD`SYKMxdWp>R{J>at>?*>jq22M2d}KcCl0NvDuvjSQ|j8XfMtC$ww(z z4D?kLb}M4C2l)cfgDYzA7=j^xfsX;W@V%vm=y?4y&QIE)p3RC@AlL4H#J(H6%P31{ zyKz3@PWgg`Cp)-4DKi^^uakZjPmhxLqtDPH{Gjfk@COCp)#e=(1Tcq?T;5R+#&QlL z_+lGLR4eiNt@aMF`SJ#&7onSa@TMr_!&S4i;bOUb|CHj=T$%PTe zAR!?3c?r*KDh~Lq`XJNf(H|(wjQh|vhSnFQ>onf^UDKtWBI4%V(nv|MIiCI|(#1Mc zAR_%yTxM9!IBu+y{GN9fcninb1lCu>A6!RV1=43`lU^v6jy~~F!}~s$R+MZ0H^WFZ z@O6YKl#s#SqeMP|N)Tn4j4_8y=kc@aT`hJ6qX*%<w=$F_?F$C1lNVU;Rz@}N zmtinXI#gggP=V!~Clwpdv&@M<=4mvO)Nmp$x2hITD6ARL~ z2v^s@^U!rX{QQ%ZaJ|!D-R7)+&leu--}4*b-Blp2r|pP^gAj!$i&mHXnj~L^>_hXb z_^65y)@~>XTvo>|wLPyOraZMOw`LP?$e~B}d zGAKTe1_R-?;^z=QpDF2qz)%?K6o$g){2YGuMW& zah`y$<=ehw@Q3VeRQ2L6_|yL5e_`}xw!;4Lzu7%l(Zjd{-#fjy1NmdAsuK~}e=0OT zJ}=pFam(2iZP=#Q-j>__+LdxR~-n5 zvIH$~_S;iPb`{6k^db%l4vL!f)ieU}ya7-( z%N4>KgL^@=An=?h-EXhQ_3S;`-Fq}-uk-$_$kNe8k4+(@Jix(ANau0NRfz82!krJ=pX+_@R41MQOda|8v)i?#+z>|w#t0) zH$xBPr=bl|8{oB&dk{e~dBwKhqsgx*6upO2ST?{y13k+BS%?woOsuPO7q_Nj#VId& zRi`4M@=+RBN`_cLe7&=Rz3tbikm-q+NOmD5(hR7E7A_X`F)xw-pxImG%9C0B7rtxf z6@La1u;p9Sje{vyWKFzpx1W`iL?l7Gte!aZ`=|A zzAo96DXvX{LYh-RNXmIm*a*l`TUo(_ui}mqZhMIrvFG3h&cpDW)r;EXO?A5H`RP4D zo0Ht?C+PLkzX3%BN@^?>9$J5~WCmIBjtqb+H_pIT+-kFx|5*RmC9~!Wc*x!mvoI;+ zBn9RH)wgtsfvIDLCPQZQ{E%$@za)(WX$C#>=^9|syC-A?-E{`}MXBlxWxC-%8hldx za)`&-dQe2+UJMEqe6H6N&eKCFF+`vJ(xUV?9Xx-Lcq4kWg^RfHYB6T^#&>VT17DMy zg?uz}Ggw@)I5~~;8lq~6OP()xJj66V;(%B!{Y*h`UJuz$mSQ?CA!urk3ga#jTK8h?^_H2L?6eK{= zvdasGDgcaFI?K{=YQ}Pw!hNW)r3H44a}?*5aC_Hm29GUxjwpob83}^H-BXw2a9w-l z-n@A&yiU?nh@z0@5kYm2Jt8cm-|)1Uu7KGkvQxglbBT?oqUDpYxuK@--I1{X@ z9hY4P#~!N)IwL5w3wVQrUlWSBVFsMX4MKyXRpIWLm7uqJ>nTzE2a2qOOW9+;J6s3+ z1w(a%0-+~-6pKajJAP;EQI9Z5oVjqHEe?V0jErHoF=WpSlZ|j>-zF=H042Ji=)%ar zyyaV{?t3Ltbl7L>2hIcB=<34W`}yFT%a#Y8?jj3fJ_h$lss*SBC~*wSC*0M5My6;ihqXY!T-o^P#1VyY2YE zw%EqnKk0cVYVEBn%^7pIhzw6sKg}lTDbFE|E_CJC|8%vFwmHJjyyWbRqxL3dnv<9D zEm?gW*K$bn>TL-w9Uwu98pxGsrZ41x-naMB<_5GihzMfWuZ#Yq@B$uCfIHjt2B6#x z#I}|y|0YtG3R0K)q;40Etx4F@gFz@nwE$=^&#U8fTt~azcH=W)e_S#0qvZ)C)SynB z35Sdp0*5zbxM0$0dk&wM?!u)-UdKllEC=^*@QFyo{6pG6RY&Bc*pdrQ#ut$ytg?9R zz~wXp(o~m#d&Ar_?yR<}qea%*a(_^(&wF9$^=iL4mcK6Ez8bP8oX^e_Enp)?d{#TxjcF_zdfbB8B}piU zB=&qXhbJ^XTf{pOHeaXx&tT{%pw}jf#!_fwMROHf$Xh7iPKa;D zRYd;ydc3y2wu0znHKU|hepo+!I}O?XL9Z>zNP{<^0KtnM5_a(mLbqU=<`s(b(07Nx zWbX#>ljCIBQ;X4V2zUiRC^?u3k-NlphXmJPfK5z*8xw#!?H3*>J3EgQcw3#c`UixD z>sr2krVoeVydmY*#7Ox;#H@rr=$1Mmw^ZSL=Um2EB{W0Bj}Lnh_CRLN8v3ApOWBs; zTxw@vo97ru!%hIy;wDWSNJZU179_i}vW(vo?5K&z)-M!fKq)#7*5gB#TZfi(eXDeur@v(u8ju3Hf{)6 zC^pFg5bNve_`C|OFjMy}AUh#anxH-57d;``Gk`T4d!)|z2F(FL(LqZxbUPADQ&df} zn*YQQoKMqKh*&Qm)K~~r0qiz_RS=w};k*znX5@!}fD?)-;6p$Wuz)}cH0}j)yVs6J zy~f>h@)Q|s-<;2G7j|lw{=|m(E{_ufaUR_%b)Ra`D`2nb;Ew>2##uCtP+!%Z?cy2bXXpq4yGfRU; z2NP^~RKI1mO9_*lQ3MfhoHZHT3F6uu0jqtk9)%Ca;WuxKmRVZE!UWCUo2DVmCrPff zRD`ZzW(u>a0MUAKz4LUs4FSHeJFD!&2RCTfo)vSU;hG77Nw-wX5;~!znpf=x;lV^I z54yryVDUpJc{2DbJJC8mK#qwjw?{#voJm%pvCJ*$1yoArW%CR)Qso77Z&}K*#DVke zYQt3)g_>IsN^X}|;+Y-93&K5%|7pxh)kb2wcS|RcMbDv_Q1R`)dxqouCL6jv$MM`~TT{*W@;iWKsCPR#Dc`HGmP&q$JDsp${mEBPzIj@X|Ni8gr%%`M z-#^EHD&jjZZuSay9Yv+1{72;3?CqO3|HJlGeutF(v~&FW9>Ye5Ni_96Fzn&!i~-7^ zm+cU29ee24COkS4QqnJcpN~dcx2yM-a9{Z-vnip|!`KGh)*QDPnu^-9GUVq%hPf;vGvco=7Sij6^R5+Utq1 zH+|$ht=qa$5XkL_1w%XzF7j;KX*kCXuov96L-wM1kFL>iz&YX5%^&?gf#0L#^hJHAB($R zv>o5QGkDZa;1BqKbZ4zmCMm0KFN(sO-HGp_$YT@8z5};tu%}Kb&(88&kc~wMCb%1V z&MVx2MV&W+|MHoZ^Hf$IoB|@;uetA@Qhu_kOt-iHa_9Z4cYT!Yz}TfCgcV&MggweN z!r&h`eDE5hgvl;D6*F?opuu5t9kwUDJPv#p6@1wkvm3P&(d&58SqL4V8IcR>hO@B< zX?s8^Mv|C-bVq5%(S8rB!-<#jiPVNbcYcUrdg3H5{eWY95&Pjn>2zr{S^6LtZax5CjSReA$R)01F^+O&sst5P6{MQ9Gelf$m8Snit`xaf(y9Gi2cM9Bv#!_z=TQbtZEkr_R0J3G>pzd#rqyy=w2@!wxe|9P#|A; zFq9z8pyT`!`C%LKoOCWvtS1{gmy5|fw!pzoxKZd4O-n(xAZws$Bu+`xED?EXyX&Fk z8zh2zv!3E5$bNv)0M8KAv7%leq!Nvm%{_?*zWlO|X3>ma!=+PA{fqAabq&EVwrJP{ zptoVq^V3sCb7&(2i^5>m*;1EvX+FR>h&dWEA_az)jm3=dM3_AqK#4H=dl+TJ>{ybA z4tqBiY>-4}sYuwE6K~UOQbEw{us!CX2QDyv$PlDI`Pmp-bR2dpfYmDKHUYQZIzE%bDrbl*;ZQZk@{LE+s9ld?eFf^Y zUK3qFVgr>onEl2ow->d|^isAm#T%BSL8WRs6- z<}{*3J$tH6OkO^ok4REQHX^x~$Ir*u(lFoTiE^OP5A(7V?Sj zN((7sbbbmwS~@cW;mSyF0tz z@Avl(j;u}n?Ki9T_itbCm%qI~-ak4#di(O=6&AHNvPs-3j~sK10YEq+P0m^{-z_L< zRo$WBGac?Q=`L$IO1`6nXDH%zS(!N(m_ZVo6421zyudaRzBIBFn9^lY!U#Erj1NGU z=9D(D;c%!(On`ItvC^>h<$$4n(y)nHGOInohG{)$hiR+Ur+WF#D9L|^)Uena&rj5D z(2cX+hdVlLXj!^b)|{|k3{y&HmLAVSx2>mvuIi;iIZmeme5J)82a=Z|gYyo-0)=}o z{XmpPY+75vz}Pk`HWq@Zwyc($l)iy8l z+0G&=#^5fnZM4&V$_&bTRyyE4F-ND=+8iQw(L6o2OYck&nM~^eFF> zfc2mnU@N{~OHEvT8@+I=oehpvX>H*VF#)0B{JS10Xa-3lnIX+}=hm}e zriC}V&Bq4msnYSMApL^7{$;(7i>+F1SttQa9CUhy-LW4k1ZZ`dsOcr}0eTT2tvL_$ z(?A>4qL$iDUxGU|7+PW}IdBpb4t@X+ibSL_*ap9w#iE3z?~<96B8Hgbp{+EBsH2>t zN|oq~f7fEK8or{Xu1IeswVuX3>f4E85wqjA52ND6ECNh@Qy{7Ay)O%xkngZ^wlXZF5|L2==2Gt_O#p?ocHLtfW?GWTr0s5T9?h9`<)RMFs3 zSE&dejVos(LnGHsDb>;IL=785he#5B8yPq9k;3G-C)1O!7{crKZ8N{h@;=#axn z!645TD{asMKwlqf)+t>U13%5k6tB)-vE-?%OgSLhUYmTirCTpXp(zoX?`?stm%W3I zBmH>Iz3LP`RLaWf?`V!TrZ|>a#N0$+I)kt<_`*Y}-q1(7M*K~jWAHcleR6X03!ieb z^FwnmdMvzJ%;-G71H_m8fS^ ze~2=9OztIQ;eiKU(T|BSR`0gvz}bjTM;q!@un)S?e&ImThnB|0wji6LOXVq7l2Ztv z(iBb_%N3?>ss70khy_fI^X>|1pVaSS-}Yh|Y@ zL$*8GaMiB&Mg>u()7UCIj3O{pZEtok&%tZKLl)Dwy17CKocb9$KvHs=_o_OP8Y5L( z-(f=oKPzyl*qO4%vnEo9Gc5|i5nyOg3Z9B7la?g-9kPRxa;|eFYRAS)6FHG7;RJrE zBhXTVwAA7QHM!qq_kY4xAD5wPY74@-@pj&1{kI%ns^Bn?GbPaRQ<6SlyiUzQU^A*0 zsQ$pZW`Km+y1>+A%{g11`V&9k33&KI&`_TEsD-`4z8XC&-dq)|j=)qjZQnm&K{OT2 zi$*DI*a71nRE_gE_C;!JxH_S+DC=k}pO#Rbo$5B7xU8xBuDiwU4j`r7@s$^RFQ&6W88&-MR({M9$#JSzMD ze)aUp+W&X$|GW18UHkv8{eRc~zia>Bwg2zh|99>GyY~NG`~S}I|6Tj1uKiR0nEt72 z_q&^Ozq@H0)Mec6*7nb9`{%X&^VvAv;FI zkn~Kl@h;qx&+%y?i`*z+ggmzW@HmQ2Q_EU76~Rzv9Ati&i6HPXHzLcT2yBI;gzW}A z_XOL8`Oui}Q$7+~@Qbl9K4(g@VG}pj)+3nx5?jJo?s-ME#x`JsyuptB5vc7k_!!3U z^iz;|Vd-*NZ4pu`VtCjJ0zo0Iz@Qi=TpUE5duHg%*Sm-PxDA9;O zitBC(fndraQ_!Kce2y&>5M@)w)fg3%lEU zpc@Z@cTp4^L4vUm6i&ZoG)AgQ){9!`kij8 zV%{0=X}WA^!A+bC7b2o{@s|q6W<$;$`+?V&JKDl%_#5os|N7^@|MgFH3{mso?E4gqI^P&LolOECbdbo#pikh-&Bsi@wU$g;7slz<;jF8Xn znN%ICw=^8x!Q(Q82ZlD(e@H7%Mcjc0Bt1zWQuoX=G#ooY8p-LVU@;3>eOWq7Gcl1^ zmWUBgyg;O>v9;I&0sf)2Au`CT+X6cX`jO63{MQpx{C5yV8U9Grk10Ah806zGzC9t>R76$}J6h5kzMa>S_?!O*DG& z(OYBIN(Abkz*0f(ff`$-jE7tch=?e!q0Cfd7LJn$beGbaXfV@k4aekd#%m4c87p?n0|J+dTXXj_fDoF$1746L~`)cz)zqWJ>h9D8<6Os6Cv1@H*%LTIj z2%f7Gb=B?I0)^g8Jnm#iy&#H^0*1Z_ytHB0-cV(^Z(TLOk6bESiOfUuoe%5D*F6c} zH~C~B630(p`k|kRc8JU^WPfFw>^TeB7HbzBgAB4Mp+E*WSyZHe8Ug|w7`GeBuzU{= z>*{Bz7=DJu0zYZHVK|_80B@N0)H$YJQ4?Xxs*Yp$@tPN_9`&g8y|v>*E2pO9x8JBp zE*#odCrC!`<>z_Kt5fOFGB}aYGpkA4e6l|QDC)~(nsGQqq%}WPvs!A{NDKZ#H1ksj zAtIy9DCrd&${>oT^@th)GoI4M0C!eimY@jamPlZlx09$f74OgLe5*6v)Mbj`Q( z4Bz4>j{IpnP0V5e1@JFs_>gYPt@1Mk+I&r%LeKx(ZvdHM5L9B~l;lsS0Z0y$YImG0 zIyioNjE8UAc=P8dXhB1bzQ*gO1-V#)wSb%<2h!UrnmBv}X|VJTYj;p%ln#%(qRTiQ zPGEg|DrQa^2Y%LW{Z_VM!OB4VRNcmVW#S_Dw1he|(8ms2R0Ext%xCUJ4L%feCrgiC z`($MD+iy(&*mR!O5Lfk8LJ#&#k&w-EEy|ICV<;&Zg3#J}{%S z)p4MT=O-m(7s`0X19#jZ-~6uU85k@vnevJYI^_h$>cE?8`_O`F+f3I9diTIdUM zT3MHmK;o1f*c(w5;<5+;$P`k-Pp_(GD6PHNh*H`aNdM7UI`f8h9;Rm@c`~6;QY%gv z=U0=^ARn=?&YmIN$b*$0piGM~eVEEB;3W?SO3?+H|D?}KC+me}7*kDkQQB`r4Z2JD z!&z~JEB~3toldbOFkWd-K;xpOrdJMTVf_L%OrN`AS*je^*~Mi?DiOO@9|b}g4fW}Y zM^}AA8~2RHX2HA;6sp$Gol5PQ-!oIVeF9b}D4J+764@~U{n-KaITF zHmb;KW8lP*aHGU4udS|z*@MF6SMaJYIzSnLGXLSjPDy|5 zd*^JM;WQo46v0dBPS*B2>>=~nU)VPt_P^NIU#S)7nSAiQ^N(O=`pDTd#bc=-iINHU zMx$!?*CcD}c1|L^+!gIM@3H|J9dh=N4cK4UpvyKp#?gm;{1ske>ef|sXf4i|-$%Bw zjT5Ocr0~O0aU2vD6*Q+}#KPw#`PK(E<~b@-!34ClCl_ zyGh->6iO;qj#4|Vmk?y1l>65Xy9(hZ%n}7Mhi~N>K9F2c<@0CJtc%Z`3 zb&5}B#YAw7A0R8ypVsvw05O`xWHp-pRKC{~x?5RQN#V~GQz_Gi#C}-2SH}LUac6mc zo}*<0?Cx_?T8Q%ul@@C)`* zSTQ$LTF^^8gYtNmjUjhx!GJ{zJAw`>RTfe48BOq~W?ZhXhK zk0AE**P?$@3usOeyMJaCsrg_Z<%gGhHB>JtUU%EQS0#0np(lRW)+2P`#-m>h6t$cB z6}2=)p(HrB0=hSodAq{#7SNBf*Pie=24jGGnpl;pdzZ(2;0JyNptEi$wTw~=C{!Tt zxm`v&>Aivekm7@!{DT)SaPo_-@A&$wA`ncyF;u#g?x(_h)hunrPBB^gJIy(5*6;`MSMJK6HgKu{1%Imc^tTAOl`-0ir3& z*n`E3#65y;LO};xo6cir6Tf1FPpK6(5N^xRh(-bFx(#zSw9qX+;y;)7I@&-PwX`)a z%x!4|yCa*ypQ`N*HH?5D6-;}-!chDZ^<~AQWRlo zSBeKb;|#&hssEb*GlD6Wz`J>6m#s*N;b>Xv5t4rXV3YO%|L_&|PG z+{H_6Pux~PaXPKyt*{2HEtp$t3E;~6e=U6RTFa#6INbe}#XoWfJnB?#akmKQd2O)j z>(U~y>{3P8dc6)4xYT-4FRy7esG3pljbJw538?A%z#_T|3Z0fVhuSLCIP(Lf7r$vQS; z1C7BF>w5|HFl;pin$b2*smL-4&0ksR9GqB;3<{XF2yv(&ZJnE7cN_9x_79jBnUQ0V z2_Qi-kINH*hvmr6*w_b^*lbm};)xjIA1|V#?~0MB2|7XGtc3}}N1L1GHl?S2+#mVb z5<7K#>c{2+srS@R=i=g2B!ehj1{03Q(HZkZMnR-hoSs#0zeyVn;uE63!0>Yu{~ury zJ|Zh=3eP}~aD{YXAVUF>)$IKcNOQ|J;j?MkD5;}rJk;t)yJf3O@(J-%88n`?WZDJR zQWW39_?t+Y@KaNL>!Upfbu_BJ3dKuNPrCeoC)gymSX2{k98e4G>Oc*FOPhORAq(l^ zuZ1g9k@&+|EtdRY_7k*|m(pY~ zW8kupiY$+rpQgE39S-~FOKk8?o<$Rg<)Y`JX0clGC*z!2z(@-ri}RzM5YP`O1oL=R zFi`}+gWw9t4|yGMLhZV{nt4y_tQu_QRe15GQ!2a7M#VE`mx0>5%e1X?=T<0$%%AI} z!buY%fYypI0WWSVJK}l94Lne7YVi|1h+r;M2@ZL=5|hDBL^4|D$bAj<$T`5WCBG6M zMJ4PKQh0jClL=gLqRB*rULzV2N7wa862&u2Ui9Hi%hNjD#VRlM{pD_t7}pST^T5== zw+-(@>i!5PCWLvJ`r-^)4)Rf#iOh96pP&VJtK#7n?!_1oQ{MX)>jQ8}%j{G>8i_RP z+c(PUPL;2oOg2RMNI6%kD->UsCdq8p7_jmPhrpJ;cAVY3?89x=a7BP|U{EIpudjP;=8nV>M z8Be^$#BhZ5SV}=Y+MB&cmbkI$EYRA>p|7+}P3Oga=r!z(3alsZA@m})strqXbdg!& zg#BqO&=pnTFf|n(#0oZGFK4+J_rHBqG zgKroEdV~w_tWIU-Pk1uxFLzWPQf)dZ2LiYVO{|3RpuYC7PjfRd?r^Ki{7g)06lm#{w6IP9`r%$Ye7UG`nV<8fDqqUy4vo$orIG;R%id7AaLKECeh z0et%Cz}h)}hm1pOD5PLGRmdPI(`mXw7+p(VpaeM<=(=X$81RB+A%GC%mjIz=6q_8Us<&e@KVJJAfE_T@<9}WF; zP$msI+;F(|Vk)W}t)4fpeG8;BagOm7a$#Am$IsyTOKNV(j$Nv3SE(nz z!r8RyV@U&Ko*a2hWk{07v18t`s28bZzq_Z=Dh`PeNK^fZAG&$gOuhKZ4msW;Pp||z1d8m|nG7$+6Pgh7ROFmuw9p_>{?{#lZ z`k-YlV~&UwwZG(GrXB%ZaW$KRrHwa7e%5!#d4pEMyl7x8%svPQ%Q(td8b?{Wx>x$y zmAD1eZ!p4pvRT^A#r?jEV)jN|W0$_sEooifR}|6k$YOga%EJY;6vf4}tA!hK8$h{R z*~7`lqTi|E{qhg&%jh?h*-PIKhf%W;g!U5E4cJ7$&CpLLbZgGW!cR(8iML`(GYS_h z=DRm1poyXPS$q1}dDN+2pHg%7X|nZ~cV+okC`Gl< zN>>3O2%*gpQimN==*^V{)!Qvxe21|7pN{Rl&D<+g@v?h*O>59yp#_jNJ26H_F58B~E{FpL?=CBQ+Wu@yUcY^ey7l4=l@! zhEDg-;~wMPCXTHNTLE3kfF}{I@Zk-&-FpOb>LVNX zLvfBy%S){34ch);%md3m(IC<&T*e+%Ms$O){m^0=i3^w+f|3{*N)cd00ZVKxiH!{> z`eXpvPz}SQtCb8`S7v#18(7w~t5-xgg=bw>-<^yZa2>5e5e8fZ z)gTv1Yb&g~*A*$=R4du?!+cz&jacG(pe4b+5zL}=Dq>n($mO6{TPJj)BEx8zeirfi zoe0w?*^MSK<~c{{x=E!@b(*M;I#A|iGWeOid)lKoMMAV3%{3owo+}sGluzN^$61|A z)>Zr(5%X}4KulnF83ab$i|anpP}d7YgVK%^V!>7kMr2l?CL2K16?|WW<_u+~+mRTI zbrv?9b)M?n2yH0sKRq66vjDlWRbj%ZSjIhCqV1`$4bRDsdkI!2S!$KlNne{xhURP8 zQub5?OTFIO+ifV-LpXoCtTpDr5HAD2eoOy+1^*2Ekc0MaKGTCmcUeou+_=IM2+Vfl7*+pPj!Z8&hs?3o`q)a@?gUpXjmS4yr=n#qhQ2w#u(08F= zh71ye`ePzS#5LeXW>cQA2!gY(%%rX8yY^x$5x((WyHhtwND2e%MprDWv7#F*Pka4* z=gs;`QWlEG4AcXeKlDq%CsriXUrW;J)O58{x&D)+dl7o3jb}wiP%k?*%lCHX1a=Ma zj_#I_aHhbyPZs&iK9=#h8o-nWqMwF5PRCL66P9ZV_e@o%EY#FXOrg%QSs)l)vr~s1 z$;?r7l9Q5N1Q`eIJX~S|w4dQYusRknl@TbePW}6sm<%J;0VZQ^zFK;3d=-|Q6tr?m z&SWiV&Z6{kaDdgiuN%#&Nxd?Qr<#=REyHyx!6v4Dl&5kdQArFN0-NCGLDf&cnPnNd z8>)hXRkH}gzo@1icYjgsTtz*vR;(w|Yl*&Rcvu45@@ByoZE3M4+CpGunOK!fsK~Sr zVonH1{dY$Vm|yJd{_x$=+xKtw*iUbde%L=cRz}Q_*bO<7@Aig4bhZLpWtoP#@A+vA zkZTAbK!uE>H}oh0vmKeiSsKpEcfWQXfSCl)QdbAm=rW#re%6Ipf65znWnMxM7-AX! zAgD)oge>t#kV)@U%+5fWt@*L>8hGK>Pchg)TkN`&_24;Jg5ZtKgMr z?D2Fwh19;mma;)WuY7ul2KNow&#K_^ zOByW|rb*_MOfd_~>cTH5s7NGD=O~1mqyt+GSUz?7^EDI(YRd9P(i0c{* z1!SbS(~}M|w-7``t(`)z*Q+ooP$_3Fp_n=!G4w5NKb=3ox}vmz&&pUAO?44FmzWQg zEuoI4xVZfb*iyNk)nc=Ck(2yyIhO?9OGV5RbaO3p!v$wI!eOa%DsRx!^ltFfN8Vauj{J+_$BSrtGDWX)_O5hEYWZ^3TUgzjyfX%L2So=K1n zBqz=}2q$W~&Wuk2Y525S_lPB*Cf-(qEy`tFTTFpehx1_a3Nkv|yGIQ1#$mIZ7kV+U z47aQC+??Rmq}+`S_V0fHra)Q0{qx`d`X@X3@gi05=>)=3MZKkDfNVO0;KB$#Ie%h#ihk)niqvXklSKzl=`9Q zvfyzS6U0YZoJ3ykT47^bRBO>)77r}e(kqzD%K=rQSk#}4Z(|YS8=c}hfGmV1^h(dY z9`Pj|M=1TgSa2whIXy#-yvsmo5n%kV(R1t|OhuAO$^l^*&)Nb&w*!U-^q1)?Y922e zUT`jaPbC8YyUdJ(``hzN8N)8EdG(ZwVVBDxr<~Ek9Uz~Bx(y(Ii%{?cOn5@!kH!Pq ziMzWGjc>?xOOs5Qr^V|Zv8;67qq8~Or#PHYX!Z=fH znyv;j&{m8V?s zhFy7L$;?@){}0i*1DkPeP7hal?q-daO%T+>0uYjk8*qQZ(wKvhE8r+?tf$cTj{q4@ zB>uFCR-p*)&SO9DOyL0OmBk!iJ;?yfjpA7^3Z=X-NO*{^JgWl{jMcvyq~rt}=o(jb zl^#t<6NYtbqZFs0^8OI|MaQnyo-7Y(Lv$y|0UG~HN(VP8O zUAF(?@MV|%bnx!Y{_*ju-+OKmmF2a5DaEH!0cd$rnP*04A>5hS`=eL#CXD$7WS$}; zw)_e&!kI{xx)4FG3AIQ#I$`a2ohT}z!GSWy{gf+lG7W%$Nk+Mw*Wsp1F-*J%QnCUjFBw4vi~Mo~m`~fdUASaA|fMMzHA zD@wWIEu9JQU{4Y*PILiid~XS0Orr+<)Q=HpyA5W?bPlFlTK1G?RC@1#R7MSU?8@F2 zvg3e1`I!v9R9U9(WidqYy+PGp4Bq*ka?;vU9xlrMb!CwfSH{0rf6_eu^x!ZA*u|RF zS(GO%I-`USi9g6!>Fj!C zkWx~?Vt%!2)K=knYEs-hv0kN@@zp&%fO-XE)!m`sba=o-IAv3wT;udX7!P=0+*#^Q z;N<<3*|k28xANzL0LC_3=0(Ia$XH>X+4#n2!(uE4=)0S#r-%080sBGB*lQm0k$@+z zn`bR$F#2*zeVMFR%r`D2vpc!Hcy~Vje&>h%-s7iVvp5yG7lpIQXXZD03F$aGYtSY| zXWEZdRcG`#?9n?IE$MepBo?~uVK@*!5Xqf>>#D&@PtCj^bN7^wnl6R17Q70F@r23B z4tpswcP!)+Cs}fXZ-;c?NZB9{y#Q2Uao}gt0B#a_c_3t1k~|Zs&gcPGtusFhA)bjl z=6>j`?m-zRyck!E)zQN!*>v6)=jd#Fzsv6bjfdGdiDKXFaeu=NcA6{P*9;}X7KH=RB5-E?wIg{20!t0b=mp*|>qk6D7 zo;;N{<&!w^q3m?J6h~f;UA#grH#9SA)lHbSIp~o?j!$l=IKsJH{|T_bE{Ij!Y`mBV z6S<;1i}OsYb+WTaK}FetT7m#bektRgC%lbBOrojqHYgB-rx^F`ALeyP(dWyk_>(kK z4Qe|XEJFxxgcdfcmt{^{w3e3hH2)YZx#Lors(+*s38baM$KGTXXAv5|KmY(!1jEhN zh=JZ46qiq=3P(u3PuYBF@oD@3xf}}QOJz6B)SB% zt3$*Hhj7Us&f1k=WGdNomgJ&a6R9jMf5a(EWTolj{{vo@Vs5c84}vax+%aSH7_pAj zdN1$QK#n3KRUt=jl5CstGwx?{23WZbo92L;2e&eH&@b@L0hOYL6>}{WlP{^Bf4SIk z9D=|~VJ#*CCD3KTE$b7+B@iXhG1A#@zp)l+n1a^b+kqQ`AqL@Zf?!$!Ayg*-qVS}^ z2g!E;eoyZn+@!2+%()Us5SO~8emD~zw-aEtm4S>EBpQP%b!asSB2~2%)6{QaC2$IJ zC~f`r_IBZ%^jv**vgoCMF1+@W4%<>6t6h>OvWJtRpVc}7Q+piY5}~5`H|!k7~vO%Y!Ds5LbU)Q_f0$oOOMYB6MwAEuzG<`{*V#kp-+DY8$R4-E!OMdm%6GkSS)cr zv}&u5bqxkNxP@S-n^ZSCVZ9y}^r(P6xJWr9mHUS{9*ZE@Nk%oTFHfG`Gh%hj%7l<+ zN(S7<@GtOA*mfsgmt8Osx)B6^*&?y0O?GJzS}mzH6Wcs; zYa+N3iK&^_BZP$#22wC~33fgpdl-VpXP!Uec~@l@7mmste&wai!*q>e%VYaItn@^j zjV*M z053D`HBHviq{*DGK$j-tuRo34+&(JsOXC?q^=rwJ;(due#Y#*qYLjI>S$0EI_hfyx z+<81ky~xbM;AJtO4!>o03;FTWHD;_HGt`pcQ<{0vrz~zBu6Pkfi&&o9$p&?N&Of(h zZvXtIj{Y^O-FYS?&fyWNMsGj`dn9t1%hK;it;f!$osRFE9<=&A+d|8oJ)Vhn$H}6D z+7XqH6KEhr0!V1J)g!i^iSJazHUIu-tE}~BGGt12^qN>_RWV^;^LsGo_ELxf}O~C@UObofEKEYgb4JulR zRkxd9^6Yo1<2Kh;(Zvc5K6EuXJXCz7y}_2%gQGsP=dAVpo8zCDA9~^(z1<%@-8^SQ zPR8>1+S+L`h;f?anIO#zu$%zA^IJ9At|;WC!Qc}N^xAimsE5|u4;h3^RloOt+I{#C z2l>0s&^d1moesD(P?0A1IXoc-!(Q=4C&)>0pzqb53}G9J9vyb9|%)<@t9#^=7`S2Y?)gZWUB9MBHRwl!tY^JcXh#ZzCAyMpSW^tn7O zZBbF_Zvs31DoXf!l^KEBmA^MkN1VC4QJ6-7Pg(19`$|D=2bU|=WlkywV7&+=wGX6~ z;TeBcsWB1BNT@3G#~0h%bdDPm7OFpfo!0lZ#4L&g1hidp>9VW;5NYKZ+bNNrDhjlP;1$Xw!LQK_f&fvR&BXX zz5@Bj9$dhRFC8i??{tN!HS9c1){v4rO+dD4by-1P*2ua)qO$qDQJsP$I~G%`OpSf{ zB{Nu2@qOFa*E$qH)>(zS+)AFN{wQqM+!(s{IAvmD0+Ll+)Y%i1ZXVlqN6)UdHTw4P z<(DHIyE=+w?t$T)) z@tVijZIP@_PXJCel*ejju>%FrcDuACbngU1KlK~!&RdihBSX>dJPx8nBrQw90#@G8 z4F1IyGKO5w6H`o+9`nTQQK_x!5hULQb z(VLMRYAe_&6+rdwNPX8C4PHotJVm@RTClA&FO7>WpF2o?CikdVewmr!;WRU8^Me}E z$)Z=$nMihdD%zco$i53qt*6tE1{m*6C{kUUcl;TO|!>ozJX45TlZ9mV7ZF@=*9K|16ULm;4m# za7DnaoU}M4QHYY-6k`L1B!KON@YXT#g@KwJ!w0@I^i&--w-|(`%L=t7{FeiG>pg*A z{RbEDwC04-S-W%De{k`dXJaSfp%+c?y-hy0J^8xhP!Qwx<1YJ8+gN4Z96r!^A4>up z#H^x{ZW+JNEgs3sOf$_yoR(kB5Q6V~@YX4o({xnt1Zl)_$gqd@t^j8paKQpTEsSc} zXK`7ttAIdt9YiJ#g;`s!%T{BWw+*)O7yX(6vhjq6IS<%hHmp>@xA8z{kchEodZ#4j zuZ|93duzy$*rcW~{Oehxg+J6uv>9{t#G<_DMNRw*-Upo0v9;rQxE)auAg`Ef4PhCS zH=i=`bg3sz<9xys!tA$W3yHFUydb0gWAl#OU0ZJ=M(Z{p=8ywaJ@aKla0_%=pK#eN z!I7Lx-zi2Xq4c2ytsZ-1Xt7Kve=s}v=pe^&Afi+ILLy>UB3oCY5}B%)%m?M}J3z4J zQo6`Iw-&EeLTGhVU9V=4Ggow|{xn{?$^t3n1=Aua{rTH(5P+T9K4+WGw+y_}jQO_R6LaLF-UiqgYn7t9_83GVB z?^@4z9TeKwU@wh3J@^@(NC)=N@`3f%>^UJa2y9Gg$KyjV3aP;v#y5cCPwd}1|$`2z;{Lx4x!YiLD zS0N>EWph>{feH>+4cTx~aS&!QVw@`JvPYYEiay%B4yF`~We+aYVlG*)S4`o-h5mhca-A?m ze{|%5Sg}`N1LTe`O-?2gKV#2X-8MnDHbvL*4C9`foeKEvL?4A z!ISI6V)@hTW1VX1a|(f1+-EsmQ;b`S`g8UfL$~*3uFJc<$2ip^*F!Ot9@V}I%1J)BpdTn4s2M%D zP(Rn$IM)?Ny2kZWmxp(p-Do#HnCq4J&7WETO!%nQ)2dne`@8hMs^<;pl~bo2y5d!$ z2>n;L*$E%@lmmsFz*t zj)mC|geqd$ILb$3%(Rq;o=AcjJlbL6=%F9_DP+*}L-v24Zf;H>>0!iP?;e`HfI}$= zD5EID$U4acnq|JrPSTj4g_xgvW8jAy>6q=mJ9xdn_xAm}69-=?GkZoUWVH;Uk?%4; zgjmdIPR>V=wLQZ*24G@;U`8j0B7mv0fOZEw6-SK@-wjz}%G_Pv0e`}5=oMdcRY`05 zRfRgHUUf>Zd&w;nRMXce-paI0?Uv(gKtkgU@cG=Zl@N*ZODUj`8kxFrhJNVn$|gqw zqhfveC2K5f*M?iF07JHi5Rj^QlxKc8q8bglmYOI_ihJ}s?Bep?k`UTCes>5gHkk(} zc!@zqTo0mBPrCtdd$VIl|A9f;%o3T7uMX;FhxL#|BX8<=8zWemP1==t7Fgj4bFIU) z)o~KR(R>w8jUr``V*HJrk!P;%3v+#S9C4mOA}eF_q;bTf#*T0y`b8~q@Sir!6|?Ww zwlhdZwsLvk=3tAvs|(xI^VQJDtX87bA*4!E;Ttr6C`WLhy4?E(u3z46k#^H;Qv)DXPOe#grG6rK3V|OA z+M_Quv2kh7y9-XP?i_Y>!%?vAkUfTq+}roVVN{lbk7&M7#P|RtUTq6pLkrMW-01Av)5EYqzjb}buY>eDazH3o^v_5=L??tE=yew*9|YqdNM9nF_%^~ z4zeEMbsl8?_kw%P17MZjSa3-AYlU&f`v_#Y3<41_sFBVa>t(>x@tkoWzR9d7hC|== zfl-zQ%KQM5o6Z^F`&kTWkpkas9z~bHz2z|SLzgH2-~Y=7=q<0?voz+em^aodKNLJ^ z9_MX4?63eUnP*=AFiY?6xQ`u+|y%tz6oXddAx%6Kwk zag_R{Xx(Uui8|`J8@-qF;1~edJjQK%@x8flhoscs1<`;9&AlH7 zzK0i8KlGwA_K=OR0n4IO5vHw@NchnntiS@utSipr*F07Rl|eKz{+dJsKTmf&&!=&v zHyI(7*z@V?N#E^bdGR5z3}004SYIck3J(h4Ua4@R>-KJUvEX!?`gEODBdg<|mvLqj2#lq37L14o7lwub^Uu z4)*-vP$aN3co<9VlT6!=ea|DccOp!q1TI(!X5ub&PQ}RFpd6L~?7@ufKbOvmObO-H zwLELy$28v_`!3-goD4mX?mT-r6%n;H_CJ9jJL8K|ThEV*~o>p&trQ_h?m-otocj`}O=3onT*LFxQ5jOO;fD z3F~WZ?;=k9APO70Ri(EA^Tg6j(?>f}ytSq9UL+%ioRi}ASz{3FMs$O* zD9Hfc-chBDtW!pq@9}Bmdm#77+ynBe-h=RivSJaiLuZ(gm4SA8@OCLbP3TS_6J=MT z*wB*8-m-@G93pHqq*+(+6xw1))sF>ekmEy18wxr%%2(C&uOu&NUWtA@YgT!;SfvWL zHGvQk7FHd@b{$heT~4c2oYHFCPeUm3Ut43;UBoB>SAAb9gfB{|>4eOONAYjXOQZ~g zYlL#NLzaV3yk*8_G>b!Vj##U@*MGxxrG7v!3RP|RsZ-lq(cS%tNHac(7e)}3W)&j9 zBu)}wgr(-eSHPxI4tB82(YL@&^UBC}ZwdW3#SbsmU?*ghtFgn;2N}1vR!K)&)ssv2 z+bM*odo^0>C3(Y|Biu!ffTE3&H3D@AwoLY{-krR3a#$o+2mayCm|tq+O!w22?EV zVp`nUTq|HjCDNcYh5-i#Q+9bF(u_i?w+$;86@}gCxM{gXaD8|e7ioP8gj?g;%1?fI z#;A87?FW9zJ7vux=d;KHc5J%@06?}KUAz)8d70z5n9-K;8|}O~Ma{Aq4eCdEL53wJ zW2#BHWBh5?13GvK5ao{iX>y!SXZa%=0_|AJTCH=d^{kQ#-7?PFT{PotX{aWg&9GWe z4|l6LTblEgan>zX3kSR19R#b+vq=3Z2e)iyi}POfB)lSkrut@|{WUeKH%*x^S@(e4 z7Ju#pL6v1z`!pNhyl`B;wCaRrEkn;3;xBS2~p&Q>I)C z?V?1i(e8JScCrm_Cdt#M5QzL{J5WvGI554)oy&Y;LFl@;z$B?O@Eg@s+8~uq0$xg+h(odtj0U-KXnRs<& zqE-&+Nd4v~8K>XEayxmoQJZ3Y7Jo01C}nkkFlRlr!fcm;$d$C7 zOKD^+k3Qr;Oq_#@S~x1gR92$D8bMbJ1@1-lrQYIccJ;YgKtUf>PFn)hf~Vk-N~*P4 zpZP$X$MEQFZT_dIYQ=dxPg4uU^AxpEF7?LGAzRSXMs+RJEMAwMKW`eD)VENGuS?IL zS6`Qw(&er~nQQLE!)>FMTys?usxwMW# zUgmI)@+tqNKtVO)-}`yvu)Np2*Je~(rD>=rO4miS0M-1Ln9YOkQ`0#{z3-Tql!ZPO$$ z7)49P6|XWaxn~L=&3P4gXb@xH%uKv#(qw_DW_6uSxm?}GWwS|E%714y(-?2=M^lQ` z0yXhaNb8Iz(#BPrpeYhE_gGugtCgmCvr`WZs~Zgts~ZbQon|OmU0GnVx~l-NQwu?> zH~H1>NPWaU=2)SOdAd91;Yb*{U8X$9McO79cbqhuh_(kr=i$q$y-_c6KkyVwMR~WD z+rIMg?X@h|Q(+OLUvl6MyzJ8W#YR= ztqL3~dD`GTrNkBAjERD>3*#x{>^}B!pHU~*60YJx$8Bb8H5!{I$%VP)>e6c_pT|%S z^izhE=so>x=6MJejE7V%sl5gueji>>4^Pklm(+c#E|lkyO*QgnWOC>jS7c==z%_+(kcu zE7?hWTK~TLs#o#LV^ljR*0VGdU%urUY^7Xb>k6all>C-nhRp z>ay0)Ki_Y4D88|Uebq2y6~#>va;${7nde7a>_aQ|WArSs{jJ@y;O5-hE*%9ue~^QPoBhCWszZ&p)to;xThLp=yXBS zjgx4E4`RzLy#Dx8#8GqfHHP`$Nk&?eLG2Gb2=-r^V^d^*)ueNYq5bVvHGvkFC#we+ za(0)WOfMKG{C7ex1hG3z1vMIF^@_0@<$;H{ckyKsY+|$|~?(swJG)EXJVU9^4pS&Jx z?79IOLT}wT)6jtW!*C5nW}ky?$fSYG@Qo^sw-!i)y7NE7;iVS4N<=I!>tmjH5I@di z;8Fk=bd{v^cGmczl?PeE^;=IAXa2tVe-@<+lWbqxVK4 z6bX91HW1k%PcokeB=apKFDQEamBQRr(3hKta?}r^C-8Dq3IzCFdGJA|q-w~&z#P+H zQROyDxYQ<`^6zFXbt!Gi9BQV8fL0o2iy2tuq(Dy%KdK2-)c87k$_XULP?Nm>;6nYr zynnKcMuf7d{CSk#CsML$NuamnE_gCFEWy8}H=uR$JJX5JktgNSalsh;ko!SJAAUoM zz&vaw*m?yv6jq*GGoFkDJm`&^pOK&tsM=}Wz*|z1hc>~&Xh3#)V%K;^qBK~)6Otl` zY~d!B&Ox4yw~Vd&!%$F_c>vzz1~Hv{4q|fgj&>sgrtJF9AYjTR|E?rVJ?9VgqS>2B z?qI>M#K?z~6vA7H>;?9{bumwyg`h@#-z1 z>dg2gP$5m>GNPoM)*nZjq4+|GKc7>Q0o8CF1(@+Y7iQ;1`NZ6-n-EoCrjoLNXkgg; zkd$4`@K0jz0t??VHs+5bjYtZBeU=o!z&jSi6JwWKCpV@n{`bHB`R{-IlO6r|lD&(f zpop7I1$XLy7BMH&VVxSGIpeClaZEYAARSGI@TItL)TCRzkUaNjIy{DW4D7Pe1vr@w zduIuc8qU8>QfPT%yau zqBaNR2Ts6|e?FJEP3H+ihSQ*BfBWQe| zhp*I3Po<6Bb^gRCxDrJ2!TTWltf+K=L*mcfAWFq8Ae9!qG*Z!|2&rU59qHm|C+Jf3 zappIPgO20KS^nX04%3-`R+Pg$=63+&EIx*lvM|mH=yXb%w{Hpk)O`PN$ma=+>i0RZ zZx4sOV+@ZbWuc$%t(o1*@oi}bfmO?Dw~B99klH>gmiOQo$$J-@YZRQ{!*ZV>uLn{y` z+z&TY?|?BI^xRR6I4J8t92Wy_I=m6o{<_i`)?jUtfxJ#rhi<@gPxQfT zz0cz~@MS7W1%PktjR-4cCTig)h5bZDuo&a75d7GDw>X?vv5nVu_m;mTC-6J(!2;t^8&XA(PeoO zY_XFE7wWvY+<0(7aJh7n>F@-yvsh7sc*cVW-ucz3LMKY?F_I-hG@m6`3T7f-jFV~L zXM&+l^VXk^OXo4nte^fGEVOT;s;?t253J0*RS#{mrk1T_pj|nlEx>6(rZ39=->dTV zo@ZcC7}>~;s!!rwZd7{XgcHSn+LTMZx2%WwW%UM6^VzmQssd&M**9%UA)XV`HCgB2 zYeS7#>k6thXia#umWW$g}ot^*ItSl?Tv*iLuW7-z9D z&8OTAkQceLcr21NJ6f}&JI;;>QSSstk~FhsN;k!n(wHY}8EMUw?!JtKhV{~uDr-N2_;HQAA4 zfB)?_T~J9oq|g8{KpA;i9u-F2c_pkQ*Z{EJ^zl7kgEmDOQ750yg`bYbJe}8ba-`_ue zU0Z&*v-`u&cl-Urop;}3SNs2S`1a`C{$6Wk2W?~CB|`Qrih@)jJgdQXZBSirIj!q0 zeRSU8CnCu(#yk;gesL50qQWi!)DSS<&%kwv;y%FdZh;-d8tAWPmH`tk5)@>7l&bFd zD7|rpvgRjie$vQK$|*(H+~kJ1iO%rpduw`M)BA1F`!ved;=^Ylc!0E`_^$GTOeoIQ znggskz-@5=h}X8}0G~zS0HAJPG+hh2^}2`0n`;%rnnBzmgIL%?zeTwC;o7K4fs4~Jb=1=!Mq5Jr&T~C{9~>AU-N+5 z;{h>5a7RCzH6Qp4d_aS{o)>i4#1H#!kVBl-KKbWRjJDEenD3J{=U8)&+v6Nr!ozg9 zz#4tcI99|s6tqcAkVbjps^~iuU46|8)~w*x^aiugU9*ADqBVeM&k$NwJ|b?F9u;vO zgD4xf*22M>BYa+tP}pDZLrj9Z8V1_pUl2WEd9`OEis!wd$lP&TGYsgc7YfRmmHKJ# z+i#vedb0V==2zc7dgA11&xNR=qi*vrHpJPyK!m?21lj9U%sM5MStHzCLAZ>kr?+w%)4*%2xQim?fd|QLve}&yD=pmh z=Gl{yIzy=d}cmWj0e^ON0uDQr09nZ(`_Voiz z-1uE|D#FS*6YkhY`54$5?&U?I4Yq9gm+p2N-Tf8BJTp& z-z=R&rn$odoZT?WL(gG0>{yhrn5QY$;K?Y50FJFC(hIH8xgqlE0!%&?vwob2p?|&w zzl-U7+hGq`%W<66RRVPF35XHx2O_yUyw{>IPff5d<1W-tnO7{rj-r|-?nY6#fuZh7 zK~!t?aYY+P|2(AO+h$}`iu8)#yXEgwk)-lUl!u-e`l0ab;C&N6#LQlh@7sC`)F0)2 z${?B=l(R(=g?x5CHxm)f}cq2||5vpcdOAQf~?) zVqU?E+i<1be@#4~>oWk1z=mt6iOft}lW6#v)<&Wykk{C*21C+$XLz5O5uz`kwG?7FF8BUu8VCA_7r)lSbmalmVJP zN-KgRG1@fpd2n&r?)>)Q=Z`=C{BdK{ zWv!ooe(+_hQ}kG#_yh)^yZ}b{?_rd%wyY3&EE<-WOC4H4+;r$?5_tvn$AO=EA|DxuSCp=^R!-wT}e!wIIg9E|g+gSgD|FKi9$JCmfI8Vnl%#YTv zg%d>vSg8ShZ!w=eWRDto-4;_bkU6CbR`+;wvxbE|D}AB01U$_SfU*%1Hq)srUoA{= z&TaN|v%?07;HOPC1xq(GFyoG#dqfMRj~HXUFITk1?4@<<5n<)L-1CRS8xiF`5Si_$ zgo`geYTkI5L=!(14iAF1nZo1KcxInl82X8w42(`bcAk}a3lLYjBe~YG$YgNCovMgJ zl1Qfl5A5MZrH2>G_rN_56AOHB9EW=QsB#O0(C!PGq%-DeJM7e4Kqt}E?qH{`gBML5 zxY1-1g>%}Mo13ybCNE0_Y)`-w6x~zihpJNvgz|`E9*%^!XSQkN?l3yAcj~c@txqCv z2hrKyx}hI>Cgjm_3%B4|T^BEO7cZ{Z1u`(0!spbngTtiL!RJpvv%v>^%tw!A` z{HK}IR*6|PRUDKm4$2jg{QLTfgnxD`2Qkuk-?&KOhjKllk)j&?-LTgZ>-r|?Zq?yp z!^H+*plOaiDf{q-27|4F!saws!SN@rOaDK6@4D5-kp&9RZ$CxF%V#8E-2mfcM6eGA z>@WfBK{%NV5NJt-Xw&Lex?5a=wbprv^CagHzDN0<#$-HCeO9sO!FK z*REar`c-Z~(f6$PiG0&}C5EDKo3!(YvEv}kc=aM{raTzHbEOOBw#GnpR+;1%jqfTJ z{RRG%04R*8*oJ;)c%EBS_pJ2Qg~hYhWp-d5Yj+avN_5Y9Av2yT*E|g`gbkSero)oE zp9wHqmq8d;4RF@&iTwHGB+X{iT-#@(y)ZZL{1NLcQ^TIWk0BozStEDYlY7kgb6&a} zb1cgs!(Aub720S7>Pe(^R_R-ze{~NuB!Pc?#w3s2wG`KZYnVQQ+wW1U#SS@PX2u$* z(Fd_ZobxCOhbZC$+nGlhPp^5}%y@ptf1B_u7aGs%UYO;o2T|7TU-D5}Z!@k+UC>-%4+PQ)ms04cbfeR6_Pd#hd<3Sqp0ee@hVXx#LjR>kj ziaOaFa;TIIFHI(t;_j<11GD&r+_MY;-Th((dli^=b3mu%HfNp=7nwKy3p8oEPS{F2Lc z;pM+`edYq?gkXWkr?pb8g}R26{-Ex;a7Rt}*DfJzp8>X{KOfneg$01>umS~>QF%+t zD*e!VrzkU$2Y?5Aw*Ie|aCQ-@QfCFn?<;`JJPfKN(G;Am=Q|SP-)$9bX1;eaY1U=by57?{>F0mQgd7O-2B$!)_OEtNc<- zDhe-n9+FfArT{5?Sq3>eleqbaDeFFfQQS=8YK6y;W|Wu=W&3v<=G8WdljJw3+ueP$ zdvNrS>PI_=`!niKA3Y+(Ya%aLweY02{^&1X_CN9Pci)5Z!TKTl0%Nq>?dQ*)G2i!g zyZvl!d4>IDb?te3dHMPC_A~aE_VTlpcANdB{g*%BzX|BU|I%)Mfkn1)(&FF$kpEgs zOOMzR)BDXDl$~f*?h#X3y_UYa-K0V@SUVVq?N*o zsA7(tI_pPZs!Bhgu_2X_RWMDo_?sxRynE}6=Y1Hq_2^M$k^y;3!#?ELek7J7=EC~s zN|1*w&Y#geD3|d+k^N%#^mQsLH9QTWcWgp;cE;}S;U}r9GEiHOdOWSuHxO8&X}R-V zLdN}$OMYEen5M~1Ss}ufd%y17<~+`PZQz32wnSrAdBkUxUI*!nQc5Z2ekDt9_p1<5 z71j&)>CWvqC9>@nk4Y8t9$v0)S)Sg#ijw|S;XAMl@TB9y(!!a?kl*fwIZuN~l|j*T zig;(>Gh*64;g}Hpm`np=Fxy~NfxSrfMZG5K!*q#YxrEO3k^8QaJRC<{YT{g?jw#)~zb8=wQFtT6j3D_hrdp9_5qJ8!MOoqmxgh=bo<;EK zn@#N5n5X+fpOy4J@P2-LT1HE-nxrU}frs$akX?~+htj)3-J0=K6Gmm0RYkMebV!zA z9zsADLU-}zQOkp19CF}h$_JA^uU4}OxJTfi*<{3?vQZPMRGqceDW~hBoPZU1DB#jQJn*Um5?O40zNq zR1u%^5SYpTudY2?ZoB;d+P7=Z{>%UW5&!x5=e@mshA6;pcsRVY^oYPlA0z|b{D9<@ zy#sAt#@@Vn{~F%!tQ%Z#xTTXcLyP&0AK?X^6r^?{BE}iA@_ei^4;k2s7mWSr)HR>*oM}K!Cqy@tSVEMyyxw-Uztm+D@&1cUkvtoGfSoF|L}!;pC!HlYE96 z@Xc^?p*txy%QU(3v^I#L-HAtHolVBTdhmfDy%$M33UZKK^V@t1V~%+rigBtS$TbJA zos;m;A#DcX{!iHU;)dJsH}?8sK&BVTn8#>#p}etJC9N3TC+MQ6>IM8sb;&LrOiIQ{ zMy9@x^h20|J;$rbMO9hgQCGdm1>2C%>L7}eepM!z5=J1R_c~Oqvv!@ubr?ZZg0Y@% zuz1~6?Dr-Yq?B;Rf4{l{>IYd(PU%?<2YSC7=c_AwJJmK?k-Kf5KQr4N;3K3eyZDZ} zcohzzm*>y07hgB8XHMaDlmvO%3|`waaE9JaCcTK4we99<)dqaTDW0KN8Nm+@A{4w} z&)3#gpL-&QQ2Yk4)nHK)58*6DJXYaDoVi6jHiJG)@(W?OGcDl8PeC-{&KyD0B_|1R zqcNlk7fQ7m5-J7T9d`!HdT+n0wv|N>)?O~F?W?>}sJx=PUVcu1Hyf;$H7Ke7%&Kp! zSCp@HN|44tTeJRitN!akf8Wl76`Gy4tv26TZ4jxfa=cAjElT+A7-jK@kB+<>YMK(0 zXwN}Q!`3-XeU`qCqs2a4SEDel3Ssv$JRoWwmkYdj)Vww}AksjPrer*;mS~x(DVHCs z-7}{hu5N*LZKs`Q8y4tg&C^Q(ITq;Wxzo?<1y`}`E(7?M1~I_x{I8zm^7ufj3dwFV)oc*6^rQgFv^f(*>6;=ZL9hcytky%6YO zAqH5c2XUN$d3+QGz37f*(EoLi!Y|&ySmrQ4@+15(K}&i(8aJ0g&Tc@V3p0c#_wcWx`%_8NTP=FN ziV%H|v=i1a?7K&wJa?b~NR57cdG4KqBxeCJV8E4#b{*EfeR7X~>T72Cd2L!dH`o>F zMCXhy?ighDwtR#~%$(-|*l~EOnCq3*3hm&bh}L{QN@aC!5hycsjzer^qvI=ncPfg- z^|@Zy2U;IW1u|#R+G)Z!H3Kl7iIF#hJ2O$X9geahnHRj{Wq@~pq~U7l0S!H1-%|(c zYyg8|eLrQ9eu+Vx`!5!%kX&43+;gjl=1^k1>yK4`r)ZHR9*6P}RG-|d3e(!TcrCW2 z&8Yya@V+2F3tB>5PgMMQfF1vq3m0YV=(oJt8{gFBoTmn}lr_=(L^Iou41PC^z*KG$ zUui!(4iuUjZoH)kzWSMbQf1P;L4quf{*$k+^1_i1FxsQ#=kB;RAm z`<(p3Zz9ETzbZa<=sI(sI#d^5JKx!YehH5NV*C`>`%Z zQoOn%s}XgS9RP^w3&cApd^>KRvJPugTZ5p=g=Ao3SPkl|hx)RhDQItl^~9eG(%Ona zODbQ9%x*f8ex9N+{GXM~TEG&3s%xkyh$v{()$-ZYB*UQLU>mez69&~nU&e_?R73wC zsQnN47572GG^w3J41$5e=pe{t~tsxTKEw*Nk3L ztHY}HFqbpMBNUq6D;|fxa||YlP&txc6!?Wb!fytQJM@bRZX~Ggg|W>UtiFRVsDsa7 z7>fWV@Wl#5C|w=oP#ty=fq757FFv@FP`IQN(Fz|I!5;_fenbvjvD_63k{UHl@K#QB z2uq z&ri|930L)l>Y`da3GrmKCo#Lc`yQC4oZ+k3?D;@8_IC`-!t8!=w*dZ4xG}v0U?)`# z278DfuRm>&v#V=!9MO$F&3e4LT8T08#l`$Bx!`e?t18!aryVlc?( zgD}Xs7*uSmFhK*jivqPNg5(6ZXBqeq#eFWI+R=Mq*uk8Uhf&7_v9L+Y@^A!_Cmi8y z)a$USxerSa$h5_(CPQ9ExI9N3L2huYIojl#g~T~l>6O_G<9;+5@T^)vT2et2DU>0_ zKjWj`0D_D|TO0I$l0CWkRaB?O9Qgv|y(o4j2VMJ{!yH^A{-2 z2;elWgp5F2)t8-KboG(Y>EmVXqkc>G>--D4f z#6Lq%0jmy@=9eXdu$EP|L*ecm?rPR!-#CX#I6%6KR*U_8g2yw8ct2;8IQ(tGsTK?4 zLD=V7n&yEuPV8duDLsHKOfg3|ZlAu?RJQJ{*SUCT@m_@Y$Z<^PY$(kv z;fE3hHHX7d)TA1fQ>kb82JJqYVTS)!skmk^fKg;9Ovbz)29d3U)LKtqcir)NNk&;C z&O-1fc8j@HT!?B(|GACE0ZCM5^edjPx{Aei+uGP~HgK87IiqEo8bQi#A;X%wqrn6q zoM{OD{8ry38+>1Q#uDIdA2yl>tpQx#=(i{gM&pR9GSS=!_DMkts(GD-!W{;u7s|{Z zLg|v%WE^9Mz?MqvOif#a3bX=`b9_~2*S;HHbz<&@je*y-8uoj91suxx@ss;&0hOsT z-Z(ucs4CMIP&gzP?3(mAt(o($bGaIPv_43b+zacDQcf&Q!KjJ+00ANmhdsbT&C z{5(CM+kVrM&Of;iniTeGZbOtC@f-zYFfffMgn~iS6i3yjtST$uv&k*4d4{W0=FNb_ zP>e_otv+ZPLcIkRu_q*a>OTa468$X#KPm2ILhL7dz@M@Mj9k|=<%4*HjhZ&Ih0GZ0R<70j$B_^}FTgwM9Dr zhkUxogZ5jq@LqCyU!>bD{hsQGZVOK=)$MX^dRwwVigWQH!y=$p3}|POX$!>dxKz)b zje*Lwso-W*|Gw!rZSJU9#Bzse%{2a%b^;tz2F%j=llzRQdlmi)2S9h5kn^|-yq@){ zDqVS(I)}B(IcW4$)|U$r@EuwdkXXaYyItcB8*}+WgIG^2%-U+|%T_)nwmovg&EFYBl*0n}|w+ zsf)eq#~WANvQU&5Qtgj2jP2o^&_c_Y6pA$Pt2r(9<`n~~V$SaT$$gRbh)Q1X zY>!V^-F6$QdkyF61)h)n$9ivnP5|uQp6pl~*eYWI8JXg%mGvNFX#nrwbqeGXUOo8yty}2<=0|?>_l7^ck9k8sQ0Igbw{<2Ar=9RG#9|jH8D~>@EO4&^sjK}}~`_mjr z26fJaeNairDD{-xAvqH{V8W9A6I>=`6w&VcS6iD$J8#||?(TH!Z2#@{`@NmBA9sHF z`R(C$x6Zmphr0)F&faYv9qk+*bXCMr3JBiHCOvRD8B#DxX zPdPVRp}_Mf8Sn9H9_i>Xg;8Zm0~@5$Ilmi%h({#Zv4YUbaAfh&O2W_-BX@WA-|g+_ zRg&9#B}ef|p58V1HO!;ZVXenGkB5`9<6j@2ES3Qzkx=z!v!o!mUFG7+c+JRXdbP|W(Ib$v2`P&sN&EeMz6I)5vWvn_et{@k(|6?$SP z>w^_;AfoZ$rcW?{Gz&zgC8lCYBx%zdv&|0NBR<=~b~ui62pCosERWzsvITQES;2`2 z%6B+#3HnI}3$P9*ds;Y%`AyQm#La@}c~^vi>>3n8Gl8>_b7LS7YkHT=Br+O=nw()M zE@uUzm}jkCkX=@4PB0>|B85p+n1i->>G3RAQHUz!um;rQcRo-G(jEpuPExKMtTBfQ zDWHPLno&mK1$#+;$wt9g>!N}v+85+lYov~4Fe6jHX+gSH_g1likCjBC96QCS|?^>a{G)sH<> z7jXlVE>;muZwzgDbE%Lk5|W@5a$Ff1&aQ51lOQ=D+i#ZwC!ar69M-T0E+s6=WoTcN%)79+ZXOl*}}F~beDc5~OL z6+0=sme@*J;urJZsf{ixodPwe{x(T~0}<3u;tKBZD2xG<2Dl&-d$K&0QQZN7>@Gbh zWYqU!(KtX2ueX{w!(fGw^!pg}9s~V13;Eh3|q%2R9cqjr3yNQwfn>h~hV#@eW z+{@CPEZ@h~_1Sxe@Wa+GG=0;Zn+y?3c0)N@AgoN#@AGj^H9`!UeaE6CxpKhTPtp`FR>P?< z4aan#@z0&^zGnRiAaZ3#=^YEQMhMx{vTy(huibEx0Yqcaw~@69Ifxy?gP`W#J*}3q z1vAbVj7`tQ0dkdgq@gN?2?nI7v%8Q-1By0WE1ywC`pDZIomFf174}p^JdDxAd09Eglp_RCuBLtiNnriJi42;fXDhp{CM4*^QX^tFQ7!xNt#2JEjXXO zH0X2I3!(s=z^dVe{2N?I!z->%>P~mRCVfGJ>=iV7MKvYk;hq(#o(AG*vgL&8GmjB$ zx5j^Bcl41#ZaY|*K6qamWoH55hcq9un;}08ve*o+UYf4+#3eMi3^QS3b_ua?ujMmY zrr@M%G6pUCK8WvfU?CcDk~d(dDC9&VFFey&oZoibIyhe4t-=V#3(nNfSc| z*IDH;eMYC)vn-$V9#@=M2t+bBXwFa?NGi^6^<_tx3Lto@FFPmq$G=WbmrkZ1k56uv zPNBw0_B0UTjcYG!U~KlXBOq$Sv-YwGQHAeCh|1TlD6(F&)_r;zWa^~SA!8zoVmdnt|SfxuEvuzS=xz+qjMadu4{f$4r<%- z_lY&AoScA1HgvYGO`8>SYSh$ota;brbJl+3j`p~MYzqB)TzPE#s+=3H;l=>+UO>j$ zgj4@=;bHG9HL*`mpE?#!vdUCdX*5czR4X;H!==5{RF%?Rj>SNL8>Ri68kL|Yc^B>k zX>`XRp9kb^iTN-9Mx71#IKNb@78vP&8f~BI=%@X*8ZTYd zX3Z(VA-eRGL1nJ~#ckLOZo z4+`^NYWe3M4+`^-;X%3bfcw?l>Z)?mvueU3Kep>8A1R8J83LvSuH0lD%?%Mg6cbJX6tdDH{iU82}Gx#s~0pH&H}T zjSqU0k^UWj5If8&Qof@;oy4ARspne`qWBNiX#&j$PEp`UHt7-lseY)l4=^$9;R29o z{aSt5flCEo#|U^#L5~smSgl0@eC*m1{~J`eIHV@Lgr3VaA;YpotyoRlqpdk%3W>y% zZvp;oOYKeKZb80G5=-#XqEit}QC%r1&+=JoF&7~W?Q-Aj&3Qu|vMw}F36^U+JU|Y+ zGpDa(yGaAc#8WiV%UveV>6~P{;^MP7g6z~Rq?|Fj5Te6wCGiC)6Z?Fl-CR9o4W%LIs}fj>Q1B@^p*M$3)?tgJ z!l|>1G#J|Xv5ev5x9N*Io5aelXCRv&pVk=|hRBRJZoV7hC}~0}GnH5}`qtE}Jh>JS zfahzjqCJUdAw|pGoR2{fO93SjPx53e#HEJduSy)cG%X4T4J}KpDaKJ%-zc+bkvYHY z@p~QP)#BPMRbMQ(+dsal!Ry8UW|7jqeW~)JY9JfTIe4uk;FSkbt}q@(oN;iOP9~Xg z4z#F`y1JaigOm?Qya=zHSlezXd3ccF{mcHj@q4w}Y&L5fFYcSo=CpP$l?V7n1fDmL z`9bx8V?)qMu}OwjT`3!;K|G0qG|ca`mSBJ9&F0zB4~IM5AKvb5vkfE0-#Ux{KYx5> zg!CT=@c>0?1<$)I9|=XJ1g+^@1*J{nF~VLrV;9V&Cq39_&qGIbWnH;YU-!LiUUudr zCq10wr03`$<;tY99rWLUdUaS(il=atH#53+c{~swfc2Yt;tCg(=Jo*4wq^(Mby}3x zmo9wPagenwykF^PQy6?#7OhqEi%$^@a-_pv2qDq>qVYn}5!J>dGmt0V8wl}%Xz@Kn zq}B|y>CG(cKsG$qFfK}1~OYz^rURXe5AuQAU@E9SVTykta! zm%_bVg#?0OB&{I@5zlPz|E`G=8sNtJUx8AX@RSCwRCkRxV1imk&3UlXl?88N*iETmb5VW#=-ynU@0D9C&1W5d zZ!<`x%C@aP7#FiUd8?JWs`2*1j19(YmA(CH&2Z&D1NFjdJpc#+FxcKGNUz|E0GrU9 zltx0=tmfc)ciU*(YOz;5N^UHkHr425sQj!WjeA)} zrlmqAs4PoBV=)+nz)9$9QERrbkzr#a%uu`5cg+cS$Q$FB;j-gXr>#H1p-d4Gg9RVgRmr~EMeBB3x?x$ zk}Bdc1Mh?wQ~vfTt*F1M!TI;@M0Rw^Gm#ZCD8MD}mh-gMWJi~r0r1fF3PDPpjeKVd*Rwf!;7?nB- zFEWk3xCr|pkNXC*h0XRY+Ur_6Vj4}`#8KR3O`8x{GL%<(D-@X3YQP#Sh;D+rj3ywO znUf*Bg@lzBp+JeL&z#20QmH4hV2`eP(BB!X3Tibp-b`}l+5@1G4dMx_q8Sldhv16Q zY-aJ98RH(Mlju$zhem^r$AieAxh9)y1A9HtnX<{)VElvh3KJd_k-?n0gwB8?6IVov zb@%u`@32kUdifHy)_~(Jx7+`N^^-4iPL2Ve$#G zwm}a|reySM5XR*~$Yu$VZzUgP8Dqo4n9ff>X(&4eHUOKB{7y4jP;JBY!l;^{s5A2g zD#L6r_0qTN+7ESiiS%H%6YpBW7rdOc+XlU=g*d7j@nO)vL(!9IH-q{%Ahd9nbX%$W zl2ljXW^^}O@Zyz}KxizO#l}ke*>@lv35Ri#f@#qe*s=lE>1mZ{#XQo9!ZW|lVP5EZC>q9zouB%|m%k}3Ci7Z?vP+z7yX?X6S-{~{z&1E{*Pp+U^a_fh~P z8@!m#aSzCmGJqOTs!?LKrfl9Jo*ER^Ty3$efN7(wxB>!#7UDLW zP0`@gK}?mr2^*DX*)|2ib@^LU7EHTcpf~WT_><5qIAhL#d zvUn;P3*>CU+H*EP%X&P&fuNF-9l&QSbPx=OQ8MBwnaTB|NtSc8D+B|9K?uIKqcEmY zj8y_mk8qRpICC%QS+T(D{y2N0a$UtD7G z5)x{J(IDlq`hZp)YINtacb`Hd=M|)UZsZn7K5;{iL+Zef4Oh8C#!5`hp@& zzMQpA7bGSw)AyK9LB%)8l(ZPG5_i^+l2tOfM@@%=K2q^5#j^0pFskXerA{17htZH6 z5Zhoauoka^2RZthpWNK9)K}Zn8hmaI4ZZ|!b%!@W#}BYnAl77L$We;iiHI$Paa*CG zj@>%7{7SIey2v2(NXeIs!`ERHxEI!iSb=W?I)q{r1uv>8L9ic;jrg^0LPHBhEQ4)T zT^j_Gp1P?$!N{UxyhB5x6zg!ho`Qeu2uZu6a(Vs$yKc;I@g9mrlp`5 z*y7iighn&tdG-9seK_qrx&JUduZyl+ji7G)Un_1QB~DTd2nStXFyRi5X`@tJPvtUXYRMZpNfZpf;ceveU4-Ny^a=wWyQOm zVv={_6f9{QUYewJrmEuN^e_t`O*$g?JT1t zh``JMZ=elKmWHTXia=r0L6Iy zL5RT~EaETXhGR+3eR5N(+W@FfFBJK*khb>1DdfvK$GHEyqEIi zst$4r{u@FBt~#BI!O>=jQy3+^AbLG}a)K3drcgf7+$v|rAjT|>k8|fLZ#71YQQe9T zP)HVZj05PD5daU{)`7+bs#7uvD|N9LMRU8IAEYfte~gw4RL^(MUpGS z5OsCIs0Wz2;mU@LykTl)_=0Ah>?Jom-3l^Ztr<~xehnJGw;O*uYf$)|vx+j=CGu;^ zJ8jA3F;+NkpHf~6L-1a~l1f={!9v)p|4TyzmdJkqSdDSY2O$Po`aBWP?D&5x5KYpJ z|M%?K%75iQf1v!Qu-~k~ggmv;3qYxbmyM_)!iMUAG&;(W?PLc^zm?_oQ*fF?Q&c0E z8%kiJU^3thPBz^kq~7A+yuE9hH6o1cRB8?GQvbkESCEgcfFDVYIM z?4D^hF8A>aH{2{itVsFb%$6__2|v3GP3e|blx0hk0B}lUWGqRGkz6oBni{L3xKNyW zhHInn@qb5K3-D=zTYPjaf&!eK4Z>72_LXL{W&W?9LJZ4RI=SX>I2#6;hTUnE9wOw( zjVuLX(1F%3;gmjpG-rtO)`3D~r1=}l77uCBA<{0UI+y*`8RRc-d?$@9i->1rKTm@j z`(;yrnv%~j$I}p_JSV(9v;tb{Z&65;Xc`tHzXL$#_g_-my*$c0@mda|rS$uIpw>8P~WQ3j1g4=g%Cg9L+MFc)2l}?gh@|5(g4~HT| zXZa&w`1H$xPc=8AqEn@n(`i?r)VTv~nR==WIV~U`@*()xJOHR)1&Ci7Yh(eplSBiq)TF!H`Ra-@G2*Z60p!TQ}pqtkz-2mF9?N&@_YW71>>u z^U=FB8I5!J-4EjTU=)%>mD9QuZc?^`N}WM!tq!Yf%BzWzU{`2K?jVqY1-fib(g^MT!f|C}!9IG@l9uKVkvT+h;-0V<%@%0$N=ki;DS zxDKKTH#)?~op3X%4tM1jUxyI#1p5)wOEEMSn32L2YxD~hb8d9I1Eyg+;;XOgaX6+a z-lSnpf7xpnx4-JKOTT@6{Wjt09d@C1w$g+kgZ9=ewk?9^73;-hYX;_|$tX1Uun~Q3>2JO+ zQ9w#ap5b;@nrRZ57?hF!tg$cRgRi@raFAb$vjXyP{PPz7-`<&3zGtGJPU0J8W*5p`(2HGPz+lJc?LQFg*p~1vntb z<}Km#xt9$abA(WS!)eiZR|ErUsIWkWGzq4ng-QN?q=@4HMOuxb=xR=fYICFwe7mtM zZhaKNJJ#&*Njz-#ksA<8tvd^<+Y{5OGb84?p-V&D%dGhBh>f;nPVSMw4Qbu#2!JSt znYYMe(rjo>`uQy=OiJ3C_9$w`+Jr**ZyF#ddvfAq7-F~NxB6pNv%;t#lwA7^)2f2N zqc$54tRFhI49ornbx_nS|sW39&JjoF!OBumwJ;c9}zptV;gscuEtM zVGpRTnQY;4_T+KxVKk*B;0m!7<`9;d0Y#M1Rt6L?;+CF@i5s7s_;F>OI1=D;!S5Fc zYa*TNW*8Y3rM=Q7P}Z4#gm;N^iwT_uYQ@d{EE2}@&?F}8Ak19d6tLD8j$Fb4P&s$i z8p7k%y&oQ#=aXXNTU1P>Hdk~E14(2*hxui-(lm0$>T%|D@r|z!n)-4R<5LepVAdL7 zO+Sp$qc(_x=q?L0R=o^|mmFuy`=Jc70$Cw0*gx3@`=x2pkUF4b%>D_dXc7$|Ko9vk zJvM7S)*^Ns_`oo-f!Faie%(~FarW2PHKkD29l5rmf=AO8nz6(Zg?2`v{;aXEV!@|k z8;GtD2wllF0nU^d*KD(a6k{`76vV`)zZBHbG6cD1*QQ0-C}CwOU@#lFC&H2$U}K1T z1+8bqLof-x1zH=DPB#V&HGl*F{rBuDfzx6VQ3g2-LUOD$G+c%UpVAGKYKF}0Hv2-# zBIOT#!7`D04Jv7@n}=EW*Tkh$yPAp5t@vs7EMb@So1mTs!7U1gi>6B-m(S%T#q9&dH657ebEh(dhw0X6XE%Z9ai%Yq1y2c4b^Oah zKs?t42GG)A)PSZHT}qEvqCIzG)!(!jIO188{h$Mb2T=qX_k!?G9vF36bujS_{r3VF zxsUMczW(}G-Pt0POu$jKah)iMHfa7+8u6Ltdnsnb($}ULvRIf$zhWC~Q%N%!ghzU1 zT#t`s$z$E*UvL5;l?D4{rTVJQ-k@!64VwOojf7n#drba$k0JGkJUBG3Usk9uhzOQF zfzGTH7fV&y8)cp#)n-BSI+t_yl^a|1K&H>j%8W7qQ?#?Mg~Lg2?1Z&8UqXhJ+{t9znHc0%bqtLC!bFp^#C- z;S1C+i<=|(hzZds8XteHQcoX;JpXvX^Zw<>QEI;&I+E6iV;tvaK7 ziS=z$&6=bAksEJJ;p0ctS4<+1eLAW<^F}E2QP!#qZ&dmo^7;5XT*CjVA-ViJ#2|vW z?>Qf7dnZ(S^dL~C+{Gk)d+`7yx=2#M7l}AaCnwbtO4FgE7+(iz4Jug(_cXcCh-PD% zocKnhv3O=b_QFx=gvudVa*u0{1#fb^ zVvtcl)UsKY<|kc)MbXfgy($-yk9;a)We7+>K3kA2Q1BgAsoAtdiID{t$XbHCNKO7v z8V6}}puVVIDT-(-q61%1B(;^bvV$fYyBPA!c#|p^sW-i0ICLGPp&&3As2gqD0N<-{ z7Fxx3d2yB;?QWD+mAUG?e_1|vYFEJR`7@V#U)BO`(paqlQt=KbS%kdzlN22Nyn7<5 z_$Gdl%m6tCqWctpAL3ns`g8Wk(to-;*`ur2O})Z^ERZz+#zesS18 z@CIC6U>{$R;;sQIL3pWFasNV8kx{h6tmfUi@Pc;D`Mj~Q0jfM7R5ms?Fe`?wY4X6Wm=Tr;rN*d{Q%jDstF*7wZS=-zm0HO@|}%^JL~ zz!h0DtnVSPwqRHnWowJCc1!pp?s^CyPAOTF7~@vp<=^z_J}}h>DobQHs$sQFt`@b0 z8G+eIi3|y{Pk3|V$ORFuOhTySTK`GHtmOg$R>G^Ij0x?24e^rZa+SPkgB=q;2=*Du zZbsUZgztRj7!t{q z1Y?LIYlq>BL5L`Zk@?odxI~VY0KOU9`X`Q5^xyx!rvKj{%<|Sv0zpBu7P%2O=;v3C z|MYD2Ik?L?{(tSYwg3A6{Sp6Jsek2NcR+6BKjZ$h!$}Ou9N<1Uocx47Na8h1!c+|0 zITYG&cp7w|tij$M9Q>2JZ06@@170nth>9v-2e@C1P=^x*)mv= zOt&Q1r%~x{obxCOhxoeY@euNfRsYe5c#y{A{l!N~3W`yheuD98hk@YD&;tRZ-sVXX zp{>;<1?L@dsA3SwW`eH+yg)(PeRf9ju~#8^E^M%B4%zv@3Hmb3noc>gyj2k_kV@D~ zEwHR6bvCNAt2(<{G2a_kD`>?si3c1KW(;Z!zA)h{4f6ndP_`k%5Dt0%_9lKO1i{LSetF5h88y$&c&75g!)LUy#m60bf@MPKF`S@S%y{I8 z$=ov@Pevp(lfmJKJl9gDDrB{j_Tk4@r|WELKXAlyXw`B#0HmvxI*tOISB-T(7lO(0 z)ygRbM!bR?Nx;z2=4M=k8{8Hy1I7Jyt1Pg^*K%g1>w7F*2OihGP(+ra!>%#(1_Hp_ zeR8b&fz@3@UAZz!Tny>0JZsX0v>KiCT!&arS#lHq$nStJ(W9GMdtL5DOR{JD_|ZtI zp4cI4Xc(NKj(Tdu>VeWLK-#2+n=FPwds$E;B_+y(v=<5!jb-H$J_$2Hga+g}q3u`b5mLPym%QPNY!Cm^4<)zN!!aN`~*|aGy!Wh z_*pH)#nSP3O*$arZUqsbI~Zg+!=Y(`a!@w^lZiDkSg&?i9)v0SD-XgHFbr4}Fx5Z0 z8}rP-G`Bb70SsNX?^l&yLCzSUTCL3*Ozb#?@DiTz z5uWU7|7K8EpsOuB5&Mh%OL&p9){+PZ&&J@SjUFisW#buJY8j0TDvV(1-a=4mO({ZmQ?tWZM6ZsnswGu_^aqi&7FcSqAu;D*J`otJ1~RlGa_1G!5iGM ziy(}kXQV{nu@6RfK@_Ph7DjYSrRi6BHY#Fl>azM6dU;%{)ZB!l;<^QHeNQtUAh}5&%iIW&fq!-BjlzPW|@>3qKFU<+2r|AVP-z+Y%wC{?55%d zN#gkSOuo6!mW@avk0FvolJXW*X~-&%)!mbcJF?J7TJW}H4c&&4yWP%grRzL4?>Rgp z<*j55Xwz!3z2Nsdfeaa*HM(Yk2;#}{7!(E}&+ujxFG+nbQdV%|0VxZdV*wJkx1!r^ zKF-wnun}IaJXLlcOnCXJpdPg*7%x}JTiAPvS;%HQin%rlRn zdO}-RXteRI0|E0n3z1l5LbyRsbbD3K7U0i0E3%&bzEw?U2`tD(7$Xo^yrUtv21~Uh zrF>{ZlT6@y>Dt94tMr2SXP0@wGH{=ea$SR;2qT^$SNS`nUTN2@Qi<`e!Rf0|O6L{E z6X7d7J?uV^Lg0>>b9eR<&u737}T!2 zgt7_KeyiH@)VgY>B~w*L?xC|(sP)&ss^ea`rpU3OSKuTqmKuF<1uX%kgb?9Y>JVtc zoB+lLZ4P?p4rg_dHAh#HL&iZwFrq3AU8|!or$0%v@S2yf%Z2m8Z`8V~MQ(5qjv(B5 z5@#K@`rWg7p+c4?kQ(Y81{bAy*p-U;PYdXKIEfk9363uVaHb4nmVw?rmRa5{tW76z zmE45|xRI@PsU@=AM$^ zq^4C;+$D!GG8$SX#fDy<$!P8=FLvTERYr5Gr0!X7EGV+YE;`p(fk!J`V>?7Bb*gvV z7S9!CQB;SD7CGGPCPcab6^jq#j8klj1_YLd$c}fF&ZD9%heA8R@^Dfh{@Iods_x+H zo-xD@HndB_BI5`%h#l2vp|R9*XrJ6~B{bK78 z_w~YP&@~&(8A51VioNESX>x&aadH#O+x5vkoX6?;eD3xgHGm_>)S2^8 zg#`{~fz36XV5!PWMQTB$e_UBwYArQ$45WmAe$apB*{$*Uwo;Jm^IOUatNWH;WY?zT zy0x?!r0JO7CExxIvup(cA5} zS!oMp>WWh#T?XREtVtEblCz$2RwD{97Gk)uxwXYpszX2~YBIkS?ELIn(-{z)emO;; z59zvB;h0Tg&=aH92G7^rCtcYqMCFnk5bTQ!l@-#&h1t1Ff)c`Jz`FiV7mW@!Eg{kyMm zEVPFMk1eQ5G*^WF6K~qkK#Ikw^V-9RvmCM*Y8{V|6K1{GUOd00uU(uQGg)4#t!vlG zwdEDozYNkM8A8Aa>cJ>_q3D*b>xINkr6+Cf!BTrr(4+hLGYNQg>So`J#l=}Fd0L|W zSXi(%(O0-u8@qhz>1b4CodpS?6#n}8%AWAIrIxg$u#U;=bjx*5Lv2x0em3z>oO`X> z6LfrB&4Cxpn<$^Gd5rR80=+gR&yywzCAss8GMHHx672-e1v20vh4RbwWOvHU0qU!- z{zkN=s(1fwRF2hNqVJI%u?=&z3lV>V@XaCrBpP5sHc&?KXA2NqT5lexF751K;An3gQeLW<^HW7bUm)k%4C9Qac?lv>tq#7hUq?xhudZOOkt)nY z4__jHAMrdOsdPEtM5v10;gS@&S!uUx-w)9*o8vwjJa`n(VJW zT}%c}yQ%{*ehNo5m_QCkOk6^SRu4H{mS`2iVBsHy!(<_6*~!t;E=J<6vcof1EH?A} zpwDXo&84rJh*kN}BSxnP<5wHJ5B>IzcicXG*|dAZsbZ7bLZcgF9!l%vId@5|O8u9c zclr)82`rt1TzY_w36-AXtB!)v6~JfBkgnI}kYbvR&~~WXWgc0ULQV!!&QFs{%#@Sb z_Au`=cB6L@dD`B!u(FxlV9jD-%rCF64F=LOZJR)N_ZAuONaystyW7~mA4%6 zK{y#f+ZCp=yp|hNJe0_4Aw1hu0Y5+GG%O&^_t@geHb<8!&n}Z_V2b0^w~rs$a(mt1 z__arD{8`UD-*MFwC3yU9oLHA?iZg3kST;o?n5$PThmk&sME39cQ8Ehhuy1V53m>Rz z-q)xG3Y|w0Y^&_y3DO1fl5^)gg;MBI=IMx~6&lT_jdh^wk6 z3shpp#HL`+C13_sJ)oS{&dXmQC594;R!9(fD1=pJ&;YjbY3~^C1!x_FdDot)3oE_Y zW-82zwpB`YG1F?&I)N`Ge+9X3XPQ&GVuBehy=DVNR%=EN5?8k%udbv27p?paUfmrb z3K!8E45YBS^?<^d)h_Y#X7a9VGf1y;78 zZO6SjoMmTd;X~@5$Ac_D?yVb3FW&sR$l4dP15u!*^S+?Dhn(uPXwES$b8Iz#s(=jt zn1uZ+_2>%FD^Pi^WOmpepUZ1igm$;L8pGZ>k(&68HG`@h9aq!Ks z3@zQ&v((_kq;27`1*?0>x;ZpUatj@UbaWnQe*&=w>i*Geyf3e2p@>=S)CiGn*!RP9 zZ9fEQ2+O4OLwt~(p})Vog|-8-+Ct1zB;OBTX#cj70oQLdbo0=(@sqc&6r!F>qqMG< z;Fs2Rh;(T^AF27e2p}RnsQo8DiW%E)yOOKzm$1X&CtnN!q>YUXsX{m);-g4t{$Gd( zUu|pamc!dV#;5UZ`kyNP6MFK+9D=tu3?cUC27sCs|7m$;_1ovmh4@d)%kBThfBN^u ze?k;6Y)-nEHlBa=lM^X;OX>@mrRs;c&=P z4347yrD;4t5~OAM3t<)jc|-nRoBv{E}n9YMx#vlZ;V5Towg)T*mZzC30?v zAYMmde0Q|Nsyq7!d+!)*WX&)}YG6y2<(xw}M{2U29B#7e?$-Vu)PGj%u>D{dhdCr! zq)ZoZ$qhK%!6No0HS9L_lEcl`yGb1OgN_8!AQ*#HV8+vH*f?z$0!{Y!k9J;(s!BgzZ?bW6|u-)DiRHzj_#zF<(RE&gUJ%LMf*t{!p*6Ry0FVzNs+M1J zX!GExYXsS8wcs81#r}Ilx}+=*fI>9bA;n^4qhJWQiIGwT7fMOL`m*vDpUI5Ht6=j8 zU$!j|9e&>5{O8&B;qL3Bvz?!I4vxAV(3S}?Ae8;E+dX=F_{&*$_g_05wkC_VcV2J4 z-#ZdbkA67Z>HhF`ZyRDAFR%Hk{JeXx{r2ax{ceXnZ>tfgZ0m6MXm@LK?`;45-qG&6 zz1^KdB@+H=XYcLS?$Ix@1DeOOXy0lvLMkS(O3fQd=I)MIkFg-2#ybZ`XL~ybZ;pN_ z6z^`Ul9jdR_DYBhpKb4KZT@lwqzIPVUbZXk9vtl)zTP?9IoR5<0rQ<*5w_^<-tIP1 zRn?v7O$_z=?ctjp2flJZyM1@-?V&T?n$^|T-p=O1`*&yWb`H084vvhm4tKUT_x8@Z zM~ArZvsZ85cFl4C%hB%s&e`AJ@4q|S-#vJLgm8WKOz#5SC3x;to6R>qgzCQA+1lOQ zJNm`k0V>7@IMmzsM~Et`h%4#I)?R=jJB z_70Xyxa}UCZEf!DzB;7Me*3DsbNCbf-PMPod$jp#cdzuUZ0_y8IoJn)S;cE@g#}P% zb}eeGScmoJ&BKG;gE#gHR|_-n)mke|#8>ONMDHKOA)3_}5P%>jQ<$B1-QB&n2OYM| z8{(|}Yv=Io*-yCDX7gpqI-EbHO(U<2L#3P9qf=uUBr&kGtf0yqN@h;&; zCOgfXj*@G9IW#G{e3tWIfSD^Y%+&Ds<}%13VUbV>Jg!4Y#vVfk^a}_L8xGhF$8H`s zjbJx^wy-SfjgidO(6+;LBjQ3mp>Hn336IokwPbcv1uF_4 zvLB31p8-2=jeR;)I1y?8)l^^D%a^4LZnHqNY#|Y@x?(8t+Ze;5v}Kx2$N+!InL-tf+0~TGR7m3_R1p%SmXqhN zM4PI%oaoyCO2%uFd()LE_krz2@~huOAMq_g<+xZ8@*OH z?UiBBsXf%YbP{t02TM|!Dn0}=(4j}+C^X`22n()Bo?Ki2)ktnImAN*YwhmD#5wn&d zRG62b!n|y%xq|H!j^l)bRMrYR@kNs28}=5nm&@*9-o>C$ax|4XvGjDik4dlXWXW2{ zq@l5R-(?Z6E?AtXgARtIU=asyM1lL|Ni(7uUVzu+`sUz=MJ?=` zQ_ZTwoM}2YtQ0!Rdg?>nJ6|WJ4U%f_b&5PqKS>8-^5F%8yt0s|J&5xel#4>H3h0P% zy@(&)<6$sWL}qa`=TunK=v_(^n#4UY4dDYeOp_b&;44rgv;V~?k}3M~8IXE-!NN$3 zP$z4gS?(y(e6n^i1&sY4Dl)z^&xzGLr?!WbfWdE*+az* zY`pG2q21rW>k)fja_YHsK+~EH6jC&^-_pEl^kmcE13Wlz#?)-=5WxoND!AbIV5Pd5 z1+BvBTN`@f53s=16w5$`GGoF+K7?$QkcBL@pHjFG!c)X)8!uDQjt&M|64X`G0_QE? zVa<%^ZrzfJ9nry41Mz`+`C1e4AJ8HbOp&=ut?`fTS)HnIhH}saeXd1&FFExG(W{ks zyeYzal)`R^-GLa`lN4V6lbj8bxRSG8%7ZJNaK>*-t2~scpAK1WsGxQW*?3#C`Z<7D z+81mDYBGpDt=`%grn@>$z*#&DA{OL1EC7T+q#6vfY{Kn}OUzN-6m1MYZ-3lyaS0A+ zOJ@l8JV@c6D)I>wywvJ(+7i)BtsbZLLipg^7j%b;B+_-{RKe+)1Dnr9r?m%%7=6RR zU84^-EgimV9wmLSe5;~n5IjaMgLvrpy9{~$lc-pAy$XHLgYVgj*LSa7bhzsi5A~pD zfKONC#960~A21)FsTd`2Td>z<7t}HlU2A|@_tOk+o%%QqO^0wMKe7f}HVWLprFyDx zP1($3`BeqXX?GmN7{wgNu>pl+>NjLV)@mDH3kK$@Q#e^K&8f9?*%GRUSO+exR!e|o zjB0Yo>{^blR1>ThFqdlPA|~jfvZ}|)ia3I86aIx)Y+L0TDm=DGP~qD)v#VoYzxK|# z4>G+^j_{*BCyJ)IA~%pW9Zq51Y#mqU#US2L#L{+(Os)_o2s)!5M3$G2-*rK}m_DiN z*-je*z7RyBnjnyG0|XC)oU6{A?+Xo4Fwd}uG7aR4$`EhqLc{tEKI$H|r`UdLp@ou# z#w^;7d~GesPTWV+dc-c;9g8w@EU$(GBN$9wMsIT5|204VQ$Q}o3{w(kHc6#iIN^Zg zN|YJ80v<5ozzRoUf0`rkQT9DW((FVu-Hoqdc9JUWZg<#d0wIma%#QyKso3|xgDFxqs+8cljd z52_a%vsWUmxiEd0-TpGjs^P%rw*DIR82yL`@nj5}bpuaUMJRjx0&?F3MBV`oiNofR zPZ;#FMV-uv{r2xw@s%GgJt;-A?RW5~Cou{T&XSAE26M4zr#J{0^&|feFz<3 z=kichr*$?=azHUPml6zGK+Csv$%Q1zr0T*O=oX#}V6`CdzLgo6@a_zwJ8xSWCRIm!~jqM=zKYuM0QLX$TX+REDy zC<@RQ%JidZ53Ejs1KSkI3<^r101Jex{qhX{VGr!13Q3bJ`~OmAK$Bgb(`60dE5;PU z&!ulB5IE{(OTITxSRi6NRSgbTEQ}9Si<g63(1Gk|Kyr8@1qm{+YpV+0}Si*R5iVquk}^9xg#-(=p-GQt8e zD=#iUcz?}lmf)M*3uC>@6!T@E&WCR%BBz|uV#!c|&=h2QX9ffsWrG1#>!QQb=#^ba z)(CSNqO5M*xO(JtmqG5uYEWlA3>4mLQjZN5&|fnGe#stWP=%`+%3Cw&Cu_Q=2WF!% zUto-Z_#l6Tw5!)a#K!0-2x;IE;A*N%La*3wS!>5>^bf*>etkkKKXMxZhV^|6Dt7{{?dLdws(0Cp6NGdz|A zfZ!JP+pxva@8=q8krxBXEJtBH$-xC{ER@wTAEM)`pDo)8#)`F;W5Oz7WwM7+5Qk$B zEt;&FkY5JlF(2$WlMUml=&L@PlP(zYI|6b!qZbeDW>I~}9>nCQ1%H@~#=_W)V<;jq zcr#C4hqruCZP%s}y65G=`z^VKh5tg-4hZo&5YjJ%7rz}>8zv{>${Ut!IM==eoklww zKw+?jjglK-q-;gjD%=EI zuaTeNDz@KSLCRsh!z9mnT;OM&5x$>+ety@OQtJ)1F9RO&oXZ@~gE_j#q8)|aCxf7) z;4q6gAKOe?O_`S(oX`cP1BmnJPBBGwgi>^8u#A4%W}t~h+(e!|jY1o)`bq)4{6+I% zMBcLHnRuNl({Ngw3T_QobCldz9O@%)%y8XhSMU&sgg`$E*BE=smI09qsEODvHrZv` z*E}yN&$u&)-%PJ7Z{X;%bLqcmJr$o?Z>EC4&=Y9xp;vml*d`cFwWWw06;iLCaIq+1~;jd~NLQcL89vu<*R_bfmYF zed`R8oR9)cJ~#EBujZTa1+xq!px>t(EC6e?CDtn#>(Ow!M&PaS3bPaV`j{5@!#EjP zHhMI|67}OS$W;4#@*ym-9)TP3haetAoc+$zM8;8bQAKfBjpe#QqU#8O7R{?h$u71c zu)D|;MmmWUY;pW_X^zzU1|Ftp#LH41^e?4^O3*A@+Fdkgi*uo5M9E4M?9m-^CaP3x zHf-ECcyPRYs_%&g>zThj?{V-BqkCU$RG){DkCHAu_{y1$s>aY>Y%RT=LY^Imr^oHn z87~*(eMD}Mb#`uVAPqmjkgjSXQ+rd-l{uqU{=2ajtlwWn*}vLkJNvJ8wzqc=-iR0@ z`>lV?Bj_KF0Y=`)03%;X&A*TFOfnW2F;0R^xhkUiVluq+>i4&KKg68gtOubz zxQvDp_E`h`NBAvd1PFEL6pV9WD)Rk-FdnAR$C=Mk=Z}&B2SeHJzR>UTU1lL44CMR#-(*<=jc9dYW_@%R*nwF?!n z_pCb4y^0VM39-k?hz60mO=XNGJ};y)r4R*k)pnbD9`Zt%tLde#XX@vq_0+##CF31U?)%L;KL{4eZ=mSDw zXAlNkago#PJ-Sj~I&U$!FV(g*yY$=l6?E&xEh$v%;XO|(sRcvxfEI4;61hsQnImS@`7WvtJ(>MpzqQ=G=6}JCdK()IyIMxj|Bb* z_S`Er5>s46Xhfa_w4yRAUoUTukmdv6CL}{Ym|DoTK*sF-Af6y+LLK;79V(NojyXd! zA$SQ`3PWyVq&XH4^(JENF^{!oK+)-t5(qaZcoikE(P=OUC&0C~o2woReP9Mf-B0Bi zWc#@+gQ{50T^s&m_iADt)>rG8mV-^YRo`5O{Y!$L+%8Z9g|WU0y$0tc6xET$^mvx< z(=Az zLW?{NK5z<*K2G@{>=%$id_GbY#hu87j%QyPRCie5=0D~4b!we*aL!MT# zP7RDtX@KuR?K1mOQR!k$X)PNF)V}7Z0vbZB=kk{WK1KMTD^{b#VmSId<+c;ot-#n5 zgy*~g5Dr-A74H@E`Wg_mZF*2QC;Uk~&K@{M)5FC2-UB9FX84uG{5F4(3wBvvRM*qG zBrhtAcl_bhaJBw$%AOLS^^@eosZ`8`vjlX-zvu{?vr>I#hkl zG)GZ6t9DO$cGL(UOl{DS_^6!M!A@Um?8>XiD^f8#JDiSC;8zgi}al5F_UjBmiI zcv0q;JWMe$Tg!-r=(y_8VCAaQFZReTDCGFfyH7tJpA}WqtJPb8lV3!C=e&~f5n?Qr zI8(d30-IVWF7)BUdTO;;M1W5~F~O~gWP?meSurfMdVlzk%NfRJIcbu5vYVW*=CBwf zQkAv+M*W1nwhp4yZqc{>p7G|WaEmQq8`TqY0iEsi(U+T%e>Sa+f(gPxuT6`Y&oGcV z&QURkRR{x)PCel;CRP#I#6qMg^L0WI(H+IcmlN?ln0UnAUf(ORWq7QP>^>T)qt)GjB zKL`+_3A`yYRu!`pX%TA$)mlH_5_PM&3i`6KK>QUq&CC3!sp{Xk(B!D!(+gC8c(H(@ zMMtWUk4hQcwT*5!%au~6Sw|}*Udd2U6u{b@Q@ibHj?G-Z#>X!jMMoI;Bx;(Ge%1teB@I`2q z>{h*wA4IJryf$D|mvNOn2ZKS;BIDC3tas+33(xe+m+>u)ee1I;ZzNZ0lf1<_wH$hoc z&*i2su4mWWTc^S}2=UOhy?W%mFv~rj5bl#<0i6}}G>dby^s^y&K9Y{M*tkSX>#p?a zOf-fbA^NDsX8rlY=`5s1fIYzNjsR@L2Q}u{5~UrzasPErTF^PE^wRStM4J}__hIfz zGwmwXvrh`0ygGq0(>2o>Xy9=AKGQzKPS49{%#du91gyZmit0U2QdIZTS5fM%HFcgm znPM06&juG<#A(@7Np*GJ&#&ckLn#eaGG0yOL6@k7b~5p8(@Z`#;KMW^PsTbtqO&AM zMUa&jSVZDc4mdI{xv9@9q^^CKK5s@!Fd4TMw9{$Wo5*Yj#k^vFYz)mC%nL+8a7DlR z(?T5^@v^_RqmD>362xZ8oyC$&nbwV8D&f=@)|_|}Ni7_P%t#PZst|B9xY#17A0Y|_ zZM~hY>E<$wcv+BQQ`ltS%~DB>dliiR5@KG@w^rWC@}L)m*`2dndh2hba4GsrS4=<$x`35cs(Xxg@N= zAedyA^FU?UFS)>C4Y{%+doBkMaQ2!uJp{yyOxPTAaZt~?aPM(}b&c)iAv(ZrB;WjC>@ax2jwby}b{S+AZDU9yjTn$d>IZ3q?nxwo zMXuAK(dfmz{Aq=R$pyWmT$%5VLh#>>d52ZZ#hl>`Dn(ze44jitlBnlctTo_SKMlv^ z(pE7w{06)LfC6S_{;}xJPJCCHm)}H%;tP6V1aC>PQwn3kSf&^;sq~|QJ0Lap?^V|- zcK6F^JmapKku>{L_YHX;8h+-6fkC!C(Rmy9LpZ$jfl((CW7%Xl=^6>7>LDvj3#3YgBXzoBQCfi_wdS|{F}FF6}y|~G@h|}Gjf@K>gJg*p1Hec&vfBq zR|Fr+E-^%x0(h?8X^U>&+iS4Wi)ibd?MSFhZbp?t(kXgD5$RUhQzr(mb%uOZoSlLy z&ua5x^2}$n&FOlQ9DBacI!3cLNnu4{Oc*_a_{WRh{*oO+%jc%$*~FuT}%;sD;OTtOru(8YvQsh)-%WF4mjhEiMy*Kz3|!8^d%C&KODN zUIXe*C9hAl2YH>0Q=h~v_^{825whJk-|g-}elV~K zUS`z^uaXga$&0gmR=N({E{>yoGR-rz z=EC8Ju?TD4C@0sYkFfyVimQ0@86^OiDI(H0*VbenR68p2OI&nJ#;d`0EekaQy zURM2FclP7O8bHNjO?Er1?`Jd}y(sNg{C$ zU#P8}t!K}-{{Hs)#@^P;&3||+NIPX{Zlii@v(-McBgve;Sr?Pnu*1ck6sbbW*-=lk z7P}dlhM8O@19?$Rr9vl^OzBdJttP-~(^nE@4lRzM@bAWt(S1(z*YPlE`c7Lw=v(&~ zs`+*>U_U1X2fQl5)fBG{%wu0h^HPfPc8ezHtwp)5E)#j`!67^#Gs3&t1jFI9^bH3Dx#f5cb`*S6COUKAmT239F0M=krwkwnq6$9Q&-=_8_5Hr|grf*J$fSvlK47Tw;B=QJ?hbiOj}PbNtrW0i7_4T-sXc7JR~^ROVt7 z%RrCX0lcQGfI$=T)C^57rIXi$u3=_*F=2Hdlq99v!={~Mhjnzr6Saf$@&VJe130=? zrW8urbqBL{-RUfpWy=Ijt(O^nSbFL6XKZn4&RW3p(HXN*$k#QwT8(vA&+$n#O4 z_Nu+wVb6EouuXsiBBf-U&yLc|UYca5JZ32bi!FnP+X5Ya?5Tyd#*!*D&?Vdxny0RkjhRe6#y?OR* zYv=9jSFfInG7s-NB{udpe-Q8Pto7dZw&IZFxcg(9UE8%}Y<n(}T zvCcHlPiIrpWS~eWU@M5G(TJi)!|T!a*TFmEq4|0U!4n?E@~(q(m@ChZ^ped=H`T|@a?*dRUo`I z)zr$L4I(izBl2q;VI#zr-9X~@DZdP*W6(K9CegGn3p&6dnS+4p%#3S^6;k6YBZeB+ zdb-1Wn;+vMpW($H7r#C6mb~NQ)t~Xb{0APz?M&mUns@|xER6LvbGWPKFv;p?u%wCU zQqjPz&PlXWKbZ|_bc8}c)s-n^S}*Ahc6gl`1FM@B)!ySqxG38*j?zj2{aSsnh~|pv z385t5L)?2^#GIzzrhNm%X5dpW3sI#=JCGtYnkqm;YeNJ{5P9G8oj2`T=ju2{O;R+a zl)OnWjcMLNi8}9{X72wVMI2rqe6H;VmqgYj)$Gl#M5S!R4qvHc$CkGplTRc#AU~&YI z1I`U{U3HGQvmaPd9EaNp^+HaQnz9Acy1ApT{Z@4YGev~D0WZwS#^1N;hB2AJZv!(* z!a(W^>8y=wM%ei3bPoo9=z@(K#5j4>XMOt&ayOE$zJ|4IR}^FkDruD<*c4dVI4R1? zKB4ZaG{KJ3pibBk*eoKBU6gSb@G{|P%=TsC5|m=(A1It1*5w9~r9yOL>R1g;g8cbO zR0gkChfT^K(sD3Rb9^e_J@4*qD4g)3Y<7s;^|k;JJBun_vhO!R3@*!A!NC_Clu-!$ zVGW6Dw6HsTEslTRoRAk#B|QZJT$>|lE5 zDVT`izZx+jobZmuUULP;3a0tA-GITZXV$Ew4wBXAZ9v)qZfeZlQ8YS*lN_v;IHrKm zT+l~t`oy0!!W$MfdI41k7q;lMegSVg9?Up?y?+?E#!_visI7}-Yr`-hdE_ZTfy}0K z-_xWg_8h=F+6Wj-Q4c5wrMJik2UogD)8Jd2z_P1i9lkclWkfsRYD0}sJQSj|&|)_(c*CMEy70b( zjyNLiwZy^JH7|2#h4xpcrdu_8H56-5bA<)twXj~yzqryYSXbBJT@h#VHdjTtkUaiQ z5K&$93sxyP;Q;>-am<*H8K*P@v`l zD$cp!71W!8!0l9vR3XES_w17iS;A;01S)A(YVYt_33-Xw&jPuc>{y*ohMa~CmpJ9v zZe<$t$OwsU=Mx?$B5qjcW2+&fP!ur0l|jT;(#qeulCVJ^;CVTn@%?hY60C9<`Kg&$W#ZI21LIDB5C ztp;gG=RDWxgUY}W8O%8Co!3%WfhYnYt|WBsK(3$cn8ypL&7EoQOK~Qk_I6p1Xm#DI z!;&H&H<5yoBiB34WqMS6-jx27ReUndi>Ofc?KU`J@q)}mVnm)rXOB;&o}g=L8JkDc zAU(SM3CWAtx-T=EjVi9u})<0On{sMugpXP8`8-nA-bFgi{QH~en*T7zBr;Fd}`tG@V zkm&6BhTviHn%r(nw)&uVZ{^P*Rr7c@g+PNeDvo7s;!p`WZCrV#8p^&G&qkGMS=;lntKq0nz28#uN@$SBp?$~l&Y)& z{#tgf5@w=M9c1cB)64J{0!T#({8?LSO_y4$FLh6sx>sN7zAkmYzSIL<>Op;}hq~0m z`cjW{sYi9WQh$iDI0cxtNt6JK2u*v+vv7VBZ@Qb3m&k0XH(k#V{;wHkZF#nv52r$*6%QZ%ud6d()kuH;=k( z+VT?4di=MqNU~Gc)F#I7GbD1*%s&(L%xgCmqa*zvZ8ZoCJ(Ul3XV0xe{xSyIvvMFJ{n8#Y*3`rYg- zxH0d)@5a0z#zBf!L`vc=i&p6;Zoe*z*3_SC@aH}C=e@&F>Ww3)=?H5&TBV<&rlU3W zC)9LwPyOlEB#{q@8>w$2^=+iSjqcTB+u2((hqeYJD#dv=NA42EfpL7e z`1M;IXJT?!ni6@7GUj%oa`-b?*4%5V>{__2xe-;_@ScqCtFrfX+56$L4^-I)y6l5+ z*@vp^LtXY^xa=cU_K`08s3!S2?7$dyU<^Ajh8-Bg4vb+3#;^n9dx66>z7KEi!>jC_F2)`b}uSf9f(R=P(F^ol0w?i}UcNY8GD7aa?t+K%B>~6H$LmJ#r#7%36W|nmp z0pDY7ZztP25lH$2Rd?a5#W(VAwP*8LMM(&8{gwmkhb3sE8hduRX3xsfYlr5pU9Q=+ zvh=+}bKfr4>|0s-{-L>Zmuq&eEdAin+`G#)dsmizcxdk4<(l0qOFud^_wRD!g=&G_ z)VvtpmdR&T?X_ukR6%BPpJsat&}=z7`p==+-oiB7yA{p$Zbh@bThVOqRy5nY70vc; zMYFw+OS8QXq1jQCN_Cc|*SoA7MUbU*F44m0K(DO73&g6;Z3 z+3?u$mn_sZ#2uJlh1wCTY=8}QS=5wKE2c%J7eArZdE7+&Iv6k< zDw`KL6`{yn9RfHynPq56gQ%C+MLtPN4t^0r4U|bgP#u12TFYyKReghb9ZZeDu&zcY z!uwBxcIamYxLTbfqYAO~9Sb+*5D+L$p|RL6o;+dq=K%I36`!Ejz|@*+$B!y1FSC)H zE1Z-ze%RG(67Zd?B7~eWOi~29@8emQv$T?)1>}i@)r-Al@1tj6HJrdwik_-Yu#*34 z24ON$n%a?7W^D$7l{4=(@vV#OL$iSfka!%YI2O*Mq|(zzT|~`Y(wVtnmt%%!6n8bxWrE3 z`3PK{&KxJQ7iDOtQL2}sn&Uwx#^9x2?3GqUS^}; zkHIO{EFyAy<09c%oL&l2Ub+P%Qoz&d+zD&ecos`NH6%tzqywV*tjlUT?1N?t!0arp zg~*nB=2zGyE(`qiu*-g3fCc`qC4M}AO*3A}qhfSIC}`T4HvxP|z~xG~lUZ9Vs>1OW zg}^_$n9j;t@Gecprt7jHzak14NU*ZmAgy7lpfcb99puBhaJC~n??_91gR}RGGQeEal%lmeA+vOpee|1J02&a1Ws$T zrH&zb917ak5iv}7(H2_h^>5ixAD=@m2m0j&yW_Ia?8quGgTe~HoHge@#!oF2cr7JF zMInx|-JsK@5-&V*agpDP!e&{)N>%G(DDV}HBk3Ykzy7K*Up-dg`;OHD)P!HuBbEr% z#u5Q=G-wF`nT!zZ*Scy1VRLSI(HM#NG&o&kjG96w#Fq=+I1IFsCg0vhpI(iWs}NuG z1;s)*zxVZh=in2e9!A_*t#73a?bx^5I_$F5hjmVfG`afX7=pThBJCtLQZaN{03;Kj z6-2m}=q<*@T3uey(bgV-lbto6UYdxix$v^Ld{b|Wu4p1EE{dWkf_lK?*G9P11c)zT z<{Z4^xLcPFnJV?L&|$8-O9B48+F$9;$D##S)1ym(60HG)vGdEDzNIt{QKl9$1y5T@ zcVl|eylQ71b~F>7j`}E8PMD-2E;F-(DUnpI;h*3bbuFfrHvW`@F-t zgUM;UbLEN(cSYSdH5{0}xWxfxA4KN4g_p$wzHeW#e!pMz%^nO{(U)DB10{l=H6V!C z3~TQ?xRQi-tmLhnM8D!#G=gkg=~fXdq65&u!* zf0o5)5OWBSN>W}7vgxEZ=GExrV?cm5;(xBLtv&GYKkwgPefSyw^SAgXL~wJxS&u#A zXe}VxU`aO4(F!n5QZ91fLM(AMod_4u;<7I=LD6&oFOOzPTJ@5Q0UQQf{d$>U{cPj) zHh_4;>3YUX)y9NZQ5;nf)(#b^inHnD*Rr1%$Epib!Vz7WWz$p0^D}-9%y}P&bkGJ1#>~67j);g)GX*nDW{3ctE#Wz3hKHYl0{nL*3 z4fMIMS{>z+!P)9SZmMiLQ8m1I`TDQld!MVmL-)j5*pqKfOmN!SU%>J(VOKEF?D$50 z`V!I<_prFE3_{IVoA;0Vti>Q{3Xf&ad4W9dQmbMrO_b~eu2#<1xy7M=nHT)5tSd1bBp&EU%`0^)zOv%M+P+*ox0ST>l5 z+pRy}U%_c=b#C50UNU6MsnStnZ`!jWmBKqfu;3wn#WqGGKCOnV6-}pULUE>pU&}me zk+KRzy(JOx4wd%vQz=cjK#=dmfZ3fduZ+Il++kS`I+0lxv-S^rd#~A-S6CH@Ewl2b z^A2U3n8)48BeGt zDkvMEzo_A^@>hi3&|em5TC?z^zfYfuf#IS)Ub=C%G;ChvUkXn(($EWXi;6ngSrV~d z%cqK)HSO}yYf(>l|Kcsx-Nk_Ds{bM=w`?{!;>FFk^S9u$B<0VO(%M3b37Gqlc3q6z zX`Q{t9(?R?ZHqnYt&NS`{N>9l(T$tIIE|{gTNqndXg6+B@`Ah)OG@WsUNC!i8ak25|Z-@YJVMJo?JRp2u2jsJfQre`!1gWX38aC+)qGvPg&ANKuNApGbb5fnOTZ2}IJuzP4MR>KthU!^> zvh=YHWL2}MgDkFL_tl)7{@DUse<2+6C^Om^q-;(S|rZStS)voPo^XXt}3#NTY z!_l^hEy-e}HHb50Kkl-l83rC|GK(~aLt;Zz(-M#uCJ+a!P!>>@i_)~TK!z|*wyYRP zp-_)SuR*3|vne9U()>!u5NzLI--jY@E6<`-l0WV{=m+Iph5-&Hh}k|kD)RFZ^pk*; zR@y{O{kR73LLz8Q%1IW#h?49(oT4^%%#v?tc~xdIs~^-9LBI*B@V=B(Cd#g}{g&t{ zFiPq>{)&>UCA43L<_kXqW-%WG-){wl1nQE_`>udX3|R}V zxz{b2^VW51R-~;iO5{(xyP)v|_KET5tVq>gHx476!mR9J`)%q55fkz${M%wHFqGi{ z4*TnCR`b5Z0+J?G)-N$08p5ndhjJxu)a9wB(SB`n4ej8J(NqLl8Vt;<`;dusgqi(| zyd*%D731$EavG!UCu)2w9?DPFZCw4D@%%;idN5$vavbb}aSlb}iWj?3LN(q;Zu4pk z)6iwBLcb1e8ig%nL{U|>9bW`$`Ae&7HnXg%6qVv<4$`7E8`}JVWeo#?o*%0uRcSV4 z90aBl;k=HUWB0qcP$w7cqGF{ky}>@Et*LgTxTcb@&=)Fdp;&hnEM4cByz!~$hTM+N zECC3f7&{sMv=lP%KnvUOmvyQ8z4he(t^fS|UwM{Y^vHz9i;t24tWp1e|Ka^dtDgRU z?ZN%e`v2c8|JSRRFaOSd-q?L1GHvsM^;Dj3?S4S2j*~n;l^MYl1X97HlvPEPmEhFF ziyox!i_K37+c-+o-istlp1yX|E4WNZcJJ%^J>^FNo@V}-so)Mb-y$p*IEtV@ zNEBgc~3Z9!yADTJ~|AZuv0p-pdX-~)ws=+5u*cX$&PQ1p3__%*wBo$&sUSHD#O5Q#z z;GuC#5uE|2jM;?aTguqh1(W|!X{^BRFAv(u{^{Xkc4NDphI7N^Fg;{A0R;;vp+0a1 z^ZiqdEW}PMq00s>ZpkZ}f~U%C?yj#}WPv4C=?H4acSo4%G3A{Gxo-5HdXBTE2g5IiD^z?k$)8jbdAmsLY0`FZwNeu-B`)w(G>>i0pi1nn9sWp(Yj z>#G9IU=M@Ny6_ePPFUW-MHbCWi@eG~Y=dMzMuUA!ubZRSDT|8zNV#B3mc-M4yb>d2JcR*0k7whYq?m8}KYf~4x(6=sw4-EO=-vwszI)5rPX*V6vlzyy4 zkXd%2PF|g5QNB(}D6nxBB`LD9b>=)Vie^dW)aE|Yh4EmK?vKu6I(o!A{6iNoy!h4) zmp)y9eByS^V(ued_?TBu4Zm0OPjd=(cobja(D9c$JKI?TzT!d?={>WWL!T;Y3V#|S zJDF8*M8mkmPkU~qYmhU)?&Hv8s?bbxQsqOdfAZnac%E+x2=?#`zwd!A*1eLx3RAM8 zm`t=?aPqai126Bu@gmg7Wo^lEX_T84>07`OQg3HPdPlvb3#eUyo9Ru{0ONQqBIL(iubPq}bQ);PGyM@X|{ks45 zZ80Mk*SDfkW%nsAZGY+QjL}dqLwXncOB`-TbQfJ`-@XO0H$!`#_}ADToSrLPwFZ5w z%1&EXXZc5tkRw?A(~4VJb9sWMsw2)K#jcW!ZK65o$6f6MZ4Gsi9*bYWpgyN(0BS&$ zzoK_9c~YJ5!stnl*8e<#sAh_XC0i7&H0-^dD2wySPYC=QNO42av?H$WCYM<>Nk)ve z18YaXyGyorIpw=3z|y5?nxw)RT`oD)#LG0vs$QHRnt2b>>Oclo&i(>KMFMb-3JtQn zmrSNZS|_tqW!iRO(WVXEanx*8kP{V zESbdS(IXQ1VM+kOP6DqXooe*&%O2cy=oSRq6wHqtKRu7ii4fFfCNOx+HP6xyr#?f| zFQEanl6p^t`Pq7&l=e9h7|d1%BdK}0cT({31R%)QAx@m;4K9>1q^N|GfR(v$hoh@0 z-N^{Oc@$*?#Xz=CH8l`IepzvJplz2Yh(cH8>N*FWA-nh#Eu!BE5N!xmfMj0zm=(My zFO~=u%?t5yU(E)OUqD0OU6O6eo+=*i<)=JL{>=+8v<2S3h%TNB6nD1v;32&dW0WB- z_z3_ahDF^_h;tPIEv1Z5c`;#<@Mf>5A}QHjwVUs<|L_0#e_7J! zeQUxEH9%CLg98{yz)vC)wro`$tj7_@WfLSJwF@s_?QIPia`OZ@{z&f*G#7WF1dBlJ z5hodhp5o&^+pd^2m%IZp?;X^3#K+)~{mzxd+MRcxHvk0)YnM4A6!#MQ74s3GN}Qi? zK9;`!MT=b2bPIy>HZa#6d3J9O$Q07;|& zYo287w{PR5AjNeH)HlGurl-fq$K=rf&);f2&0An8Xuk7A_i@>${HhqGEZS>4+x(=Z z$ow4w^%O5rVV-+!(-RW|iv%i&?*>CG_qEGUYvzsoODx{sR`b#`^tmuEJ(!n)?5a6C zA@;3vsx~BAb!V&L9Jt+t?ry($iW^SPA*#s?QLkeY8cp18GKp*E3Pd#HumODm32gcy z+-Ksqx=r+WkS(-47-Q!=tgWXV%%E(4AI{|@=2!e>Po0{yz2XwM0&H*QiTpTgCi%6c z`%94gs^W6nxW%+dM`joVcTbZkOeMbnht>o#FAAw8R_ZGHsL%2I)R&!gK?|J*S{Mx2 zYDX(H`32>C)V&8eP22-IeYSCg{QL++6+CMC^~^=|L&+K+Y41?&SN_c3ARjXu^*5X; z$nbNo4ksQvn@#AxR}Pt&WBtev?$ZpyZ4NK6a+&bB*p5M$Wu46d{$L6{;%ooa^)oGejRaXT*AE)=m_Tnz!P6 z82aRpD%b)PuSW?5FB;&|H#wGoE$c!9P-n9c86b9OnlB?KLgH|-F@)qd^;+&T-H02-w7ewF!9#uq5w^7Jo|L4Kly-t4)v-v`e z<%18W@JaH8CrV#mvo8W7v>(7|yL7gUWn!~TA3g}XVo*n`0mcU2zd^@UxXz=(r4Mtq zmxE>g&Cc^qyIG_X4fW(4^(W~5)ITZsctKtl;-{it9=n|CSok?SZ=xo6=-pl%*b#Hq zhoReylTKV-WQOj|#xAFyey;RV6VaguD);uF13bDn3zH`W*O&k%~ip> zMAAZAFc%2mW~w?m^|J?Ml@g`1WHT)F!Y(URD;@7nV!ZUG#_Eu{a<;NYqM141Wxm1? z0b;6?63!0G5kNbGII`8D@Iw4pg@0@d8GhjQ3)#{^09=$UdMMnS#Oj5E*LhzEUc>qDr;qrs>6fB0+ zGE!Y2>IiKtlmI>YJE5h$%c2q&iS9{v?&1XBdFNK2WIFZ%>Mu`{iOA?8)VL+<_4vh< z7jPU@QHmFa9`&OHj}8$G+grOYgcp}2=bYbaA)GVWrGPorXfg>^WGQ1q2Re4sSqwB! zfDcTCsWxGva2kb714_%E`O!vM^2t$p31PtK)6+Cxg6s8bwv^Oejv=vX6vN7zdPxKJlstqvJw)%rb_W#hFyqnq{Y$-=e-Jib1nvrgp{;u>@6>s03A030` z8apvZRbj8K^KIMcSK~f&IwC&7+LA0j=Gj|;>bFo|>OOBb_Q53eMoLw?A-EJ*48_Rj zSO~>evr3P?H^~!5yKsSC9Sm*)lq%4|#He4Sebr9_Kx+~t1YBgoFP|obk|E^-;L4iW z3pl_&&(8Wkyn3;Pv95z^G6k;RmsBibgm_xE9QctNe`h0OrE%ZFWi31#+lDk+r*-fb z%aF;Q3$q3uC0GN9VWO&=e!u^&X0i1xqHEt1x}rZrDzZrul)lawtJsI3;~KU_i~elw z@CuFyM5r?__qKYNu0QRP^PtOs!}bC;8$F!IfugPj#~N_x1Jk4o3?|U@(CO{ki}(a8`j9 zw8HS|k+c=b36DycQ1nV?HH%S$fSr`^p@P%xN5%2k{_5eAev*ySSn=$F+TbvH9BQJAD6Q^Yz=^t(~8?cI4NK zbelpsBe-oxM)xP9X{*zzYkmwqFvjWzharLC>&F5LblOL1Gs6aXvH5x+_6;nlZFhp3 z7cVPNkJs*~S|YT%4PL@DkKmz&)G${N_G%5$KM4^vMzsZCngg0Fd2B0J7Yz>ZEJ{*x z7}1Ulwu-4oUr`-m1OX{e>sUKbC@m#;6Wb#otXkbL83exetBxY4UiO~F$ zUXsCs@-47$*L_uXEs;=C4Q%Vbfm8+qn67Xz52cegvr-U1gsr;&>MP$;0R9dzLn<;o zFvC8o1GcoIpj2zj$=)hF4k69&B^c?t0M@*Ok|KI9 zt;5u{_e!V64&YPmN{3nC$Tg4TY6`?EW@AhTTiw>(IH9R zEbGJShCs>93GjgDeOBmEl#H(}g*sIQS#X>#Sr^_P^tah>J+JDbsStb*cAnV5aAqS>0i9`6^ zl{MVF$4Xg|qK0Rh8}MS~z(rI5$&*2|a3s@&G)=g{6(+M1VouLED*;JBk*_`NA_x5I zB9CVyBdZXCM#z-#_9G)Td@%1o-S#$`smmAMoGZLOPq;}!ljt~0s#(na9O1wt>_;+P zxQtNK-$LFx_JplKl&J3bKo_yZ9g}UTnYLHkj9O|t_#X@T4?GUILt4(t;Mt1~y~ZYE zZ9_L5chJK*DTTqk%Aqp+9syX%DH-qK@7OG>k~Hj*+!ks~((Jw?fxPn$QDn&Y1p-`8 zccbiJ=fFJ=aJ6Gr&PH$>gp?eYo@20ZGPb9v?(*=n;oxkun+2vrI&;6y%L=cj8WEORbrM065%eXOx?M76qE)ohXAl+|BYI?#q2*Cww}R!f zHzM!v()YV2%MbJgO_eNSM^RDml<+}DkW3Ybq|dhgHA~K-6w{sLrmyy68JGluGAKhL zR`PV*i}TS8Y-~WY$H2v0|8jEAnkD54yCX(*2P~#yE-(U}%%e1&cUaq)>JIvdLzxeE z6St;iF}nEPj1?&{oR3r&FkDo5!d6hSw9Pf>zYGF4aVaTw| zAo?w+PKUOyaMyEd8M@v(ei7w`9_~+e-Wsi(VrC4w4q-CHSt!uT`rrQK<)|sKtEA0 ze8_YY?XoP_KG)ja)N1|<87ja!YZ!E>B=h|t9&uNcNiyRfN!FxZ& zCZKaoO^{)iK>#5*f=8nwFH5%h`VFHDW)P8?K$_RPL_FjeMb6}gAzurNhJG)BT?T9` zFM!CJm2yhu?JMVk`%iDF5Vtk8JNoO8G6d&}y;Mvk8exnsj!>OXD^jw?$4QyB#9l(7 z#*qyI0r#$?V6Ng5tA_@o8^WE6x(7!m!?Uw4OcX>Hk>CblAO%zGH=L#Zyw&hL?^rcE z96C`$F`h;+G`aIIO3Zd%L{o@8rG(K&_`OWrW&%_A3EKjWtU6tmd`Ca5^BSjwHkKd4 z=P_!dx{hCsZ+>u*e-8w{{q$#@v4Sy~M(k5*Zd(+^zk8S66y#E0dCy(HV*wQ*<$!@(8bwY^~3>UVOLp z^eI#Y89_1QCgd!FjIUZTM;Sd0zcYe(L%?{b=U$)v?aju^z3qQ)J!N>?-eo$L{yp^NoN0gKfXu-rL@IzWvXQz3o>oSr3p7)KyA?FOX(U zNmKCsgFbuukCz)Swl~>#8+&q6)JFV;AW)K+#QX%OgcSH`tkKPtdgp$tQ3h7Lyd-buRh9+Ok zvWuZkXmLW}DdT9w`=fjSKp{LE@t%QAT@Ks|2L&(l^o(Qf6~c=~p{`H*PZRJ#Pl`&3 z*M?+Avn;7Dd(sxCbz9@<>cjf({hep|S+sC}-a>6|r;@Dt`s20mFF8K98KqDCxRb4_ z#XLx@puW|%n`vF`+JlEe(JFG=93AssIe`Xw);nA6Kez>@e7CW&J@6`6lrk1t=7np2 z|8-uxi4R%mMds>57WTpFn!T|6foSShn?K2_FsP zB!>sy)bUEb4Q?SA?u(d`AN}w^)v`3qsj2kF_a_M|Uss&R z5S-3~FQ^^3_|Pv$W!XOEm%eTl1uuxlvC_n2Sz9)xf?wFzE)NmmMScc~7REF5hC$`+ zh@g6ArFkyd)6kDOxb8U3I%P`gm$)#6%E6Q^F9&6R{3ZltV@#^~srbywT_itqI^tXg zj2@pvB@W3)<7pna?wtyQGUowS`P+4C)dNfM6l-RA8be02Hfn@AjAtN01tMzT^(Udx4b?_(bd&!VzoKSbq;y5X?)vzI^hR-?{GZ%!!; zAT!G@CYo!Pm2xZszg7gZU48g)_1?p^hpY8YuVq!#xxJpSU)J&c=p-sO^O$c`?Zlwd z6X~a#OlE2O1bkQ?J$m$T^?yR{;wSwo7d^fAknGtXe+_DM{h#Pu4l4z2XZsCcMO*KA zowFCdO+tXrUI`a0+Ti2pA83DpdkaSs;y)@_;6>=I8Fpbsu-JC)03OGK}A+84zrBfH5nGdmT5N=zw0Bc@M{*x#A&SrsJke$Iqxj<3s z$rCN9db0DT_o4qP*kT&}8zVE-ck)4aCeS=%wWFTE2lv(j#g*%%{f!1;d-8504S+fI{z(ffDJamBI#zL)6X~6s+T}qL_trtT!;06F5 zhK11Bv-W6K6r=`t_WItMmxi%JSbS4n^vlZx$8wq6dthW)?aQb0fUpo$=z}1y+)G;1NInMmmA3(`4)`JN_T;mhA!!gm)WFbIyskR|k34q!Q2*Oss^xK;)`mq!2*@-8*aSCn>8=ZvzmMYD6!P3APSp5gn)UB@6u>m;-D8mG=YiEvolU1zMjJ-ACHq!0-<(w4)^E`Vtm$i{rP1p zc*&>Fnp6p>xtFWb6(87Dy_v=sF5IZ~GA%Wp&TDyH&Qi0hQh1BnC_=PHQF%hbRXlIQ z*2Gl&7i?QMECebdsxTo*Jc^xVYM+{Ze>M{!`_q!;5O^DOmqqwTX}h_77$0foB?dMO zIODB*TxDVWK{tc})=lW#;`jsH|lV_vyNxDF{EBLHNWcn zVLv(SBY7X9E2QSs^9~eapPO~z;s*|yn_C|@aHP01{Q>7sS#tns$e(6ZChy=`IFfFk zPmWgc`hp(v#<^n9^}bohVIcDf9b*o>kgmB-eUH{xAIu0(*fh_lY?c*(IO3eGjX*{Q z$`EXdu7(xrx^O~u$FQIG;(+y{*s&sY!kV8;H;?i-~-TNA#4U(4(4 zzPlx%yEaS_TZX@2zlkUGQ$AhOPuKL*d-~};M@Hlo@#T*xH0tUGUw z<0v?eqo#4(gy&aIEKYHd@L;QfjQv4uj@7jpve%+ z2Q~!2I3s(PAM=WgW1b^O(6hsUo(r-}sHMiJISg6vLSIB@$9oc-&gGVdGl1YARo<(%xA^W3e<9DVg?C;~uid87Ms6p5+dtIM4g&^C`^>s0rKn1WqZtsFkVm zjD5wPMVJWaqc?-c6j_G0MdlUd?qOm+gaab&l&B)y&#KHq!}Hsz4Ydql5lF6P*8&bf zp=4lYtxi9^h|hWBGXYEd5KkY|?y*5eM&x{$aQ^i9-ybmkUt;?7lC0usnjAw2#|Oax zG{^t1Ji7PLjsJh}=)uF!@&CVD{J(<4-!@2q^%%j|^e8Aj8jW}=qRUYrGz)KK$4SN| zMgT=Y8PMOt*eAf>F&w?e{?>y791}HA2>cB1f+cI;g8=+-R93v`P}vut73_g82$&E7 zs*FvP_5cce7mZGji+q;FY{Dm)NDi*D>b)AGaq}s8RE$o%21bCb7G+U-Sth0P^)aGI zP9{lZmQYyd4k8=oCV2g(cZB`YvH4wg%J~!q4rwdEww?8k(tLCZFzlbB;Xg;ie~yO# z91Z_D8vYL#4KI%Y>zE7%!`GCod1Hsd*L+*|N(QmpXOA7vZoj*u0^jrc0QsB( zkE9BQka91gEIR&V(Fehqyk+o#K=8BK1gRsU^7L;rj^TUW%cEI&`Lp^KZhyPH@-!Na z!3p6kRr51N-6liSV&Mmk>CC~Gopia;MSHc&^0E(rt?iC9TJ_kf1Q03w+QfYgD3Fq`?X$dM`3A zIvk@<-?!hs1v!{}hyz(%vCz|~iiYe;`~{&YiHz2+^U$NBeSozPjytU`6U^Mn_FcD? zWY{8A6>tc~4+Od3-t_Xy)^`e>s-R1}C~ErS_+JT5_T^P_!|>7YT^D}Tb!^d*+=RTX z1ScXxwD;M~(!#D;H7V~+Ch0nYY1+C`NUG>$_Ri8<*%NQf-}wn#tlBo)R5^**ijoh_ z8NxW*Z|uSQSu!+jD{s1=C6Qa7j*~2IpToL-;WY&Tspp+g41-gt@27WE@aQyTkcDx| zKIk!*C&}1LcI@>hisQE1@?%H;Z@ukL^RjwDyQ&SXVUr8E#a-~x4AOT)XOnCWcjHug zI}?lo+i;lO7YlQ{dEPO>(|aLL86gTHjx5+_F=6g#3y z@NC1Mz+TC2?VN~L7%wmctTvN2T3t1WA+-*90qacH4a#nvDTPf7UKLT2g(!1EF#Py! zso?lAl+qdhvsZCWM5VcjvmcmZD}!2M)J?TL8g=_SQ;%bE54?!v(Nl7geN<~T0^ zq@`zBQ5^4*x>>b`(CRYTMRwEaW86x+O`?>02RtiwLSkej1a}1x!%9GgKVC6S=1{FR#E!9_K}~Jp z`ndirJL;F1)vd=O`sEf!cCkXMxd5Nv*xgeGMdV&Zj^U&Ms=;Fa<`5qJJF)fvV%ld8 z|K1!vv_Z@@cD9Mh`0Mt7vrhI&Fqe@9Y}_KHOOMA870)X^^1RS2;@rf~HF;8X9)XI- ze+cQr>C4BbPP>8I(5L+J_m)BI#cg%vkUm@t0S8Aj1(FdCpq(5S^}dzHg#fj51G-=7 z=xVDN9b3Yzyc~u#l-?mWQ*FDN&iQr*l~=J@59g&&4BuM3vl{hQ=lzNolO&5O-nJHO zp1sQ)d5wc^lSQo7)@8b)*4RG7cF#{|o7^LS2mo~Z=&hhE=b2uT@2wQjG@C%x@*E7_tTGlhW&i zRf7R5fbOw z;(PQ{Tq0^axJ#EX`9Qr()pmS?N-=pcSZH$1 zsy~nboMV1&KefDgo1Tj5sjpH#yj5>yj@TMAhl4KhCOgeA>mpdXNTB)hO0gRc;Nm7A zDTJA!si?nVG1|q&kZ(FofEXbY$l?u=y_xo%(*))oz5Xq8Zhi3BmLp|VL$-ft z-SQd+X!F;Q7S3baFvcULxpVvNDC`=VHhHI^#_CFajnfIin#IxsRkmDplyi>@wrcUb z(1O-;Qh#M&S@y@^{TChctQxWw$W=v4Kt09e7O~QQz-|sZ^E)NkTj1s!W}Vg*yN;6d zbliN}Ff4>8iONg#`Y+2*5{#8JMPY>`{!kEB5{SM^?69k*ssd40NprZ>0v!_=lu5nA zXDHlinuG$arb#%&DtsgQp!gqoQ~clzppEfAkJeW1J@DdxR#ra8|NH^sf22!ik8NF4 zJd1T^>QOX}Fqt!)8fIQl3Sn6=@`pw78SE`H7-lHGUG1~o*IS!!o^R}J|Fp$k?`-up zU%hz!W)BlyQhrGY#VNSRf}SR)JiTO)96=n$Dto5SN5$7aN5w>7Xi~)Y5g&sd-^!b* z8j2IjAP&lSu7QW{ioB#dTN}@Nd)qIz*ygLJTWsUy#`AydZttoZ9R2<@DsUdqEL0Vo z_sRsir^;_a!geYTGAT>4F)v_as}j$lH-I&n@(VCDO*pKi?(WFuDxzO;buS?mYZ_hZS&<97`|9Ne zn*0VHjI|2pkZ0u`gv109VW2|UlxU4Wtc2YTDeE*416v0B;W5thSsg;&$qwd zdb!7Tw)S?mw|?4q?ssQr<9pIVN|-3HjwhIBO_oLRgva3sFj{~-Ltr?_zK(RtiYPl3 zF=SK+p8!tjh{cc`HcduyJR;BQ?$+j;o$bAUu&)5y^ZEAPKLRrc#88f+EHi5+Vksab z3bMtSuYQ`P0DDHc)J^rf>UPXoIpJyQ2Bkghv+uX}j5*xg^80g?MiV>WjTW$ove5}8 zaxaq7Xpih`aD=4^h`nN?xIG%3kPsk{g3s-Ew%~W+7yogwY)VWvg4#Y&Fk4_6f3HxsP`bSNd3GRSEx@ZKXMA%`?!Bn2 z8jAcc4~$zZ8qV>gipo=ffy!q(?Tzsa6WPE$*30FCRAFVmF(1NrtJY^XzH00f#>AQ2 z0%cASt#Qn&pVdR3bm)Wc()>se82oJS>v|4>UrMissgm;tzeZ;fiH0pp*ZzUAd4R=A za*w!eQx*rh9Dy40eIxnaExC~P+MdugBKgoHEZJqtuFVXw5m8}kdVipBhO*t!=8bnK zft^LEl)V}P20vPiAjMTsr^u&IgvbT(C;wx@0N*R1@#Dn`ssxDUR`R`XB#nIx3Y$k? z?}9zkrRsb45xf_|z6*0b7lgH1AAY31^6aXvIa+_PML_h*s4EQ7qkJn)s_#M1;}K3M zDv^x4Wz`cVig`VV%1YQNnheUdEtPyU10_ojR2_3iD+=$9qRbyDXhm+(auFT(g!*Uh zAdBdDM-=s~{^TNOxBx8PhY_igdZ0j>*9TE{C(2HxIUFB|hOtMBw|tybJyhw;YxX#) zzJqe_wYty>DtH!XWfRKzt6C;tx4FfPO10;r1gyXK5IT;PPPK$71O5~($bYNYpjoZyO;PL7P|ncS zD8&ZTlY#~ULW7EJ20u3QOlxqfnBO8^SGqx;iUpcp(kJnf;VFPZf$M0Y3qT%R0j*{L z#)5ViyfYDn7BG~-yMPy2lmcOuUADURbuUgPq8=;D?UqVd(gna%who1T5NZ>NT!Do@ zyiZ`^aWe75WyD=YD0Y5P^-G8tY!40&%H`|*tDAP`;9&pY;P7#`|IN4SgXM#R-rcXR zzxcnu{P{2c=Ww8>#1N7z5|S$rlCf%~U#VQ#*ysSXkEQo3OSMI@G4Q5?oHWTmfLXG` zBr(Y_PLgw=L-M?pi?3H#NBq8WqN3)3F{s60aK}(jKIOHz$+IkaE)61pL@=> zv4`ax!!YG}WKhu}%Y_-1vpvmx`W$I3v zAFoc^Rj1?5pSBILXarU&ou)&<Qj7_lC8*q@=>7T5^9@^jKBgmb=@?sA*;?N$lN5ai=0IXo_%M*wQ~@xfcbCcIHLu1`T@RzRE~}CW zFRN%W9kQoUCDT^i%um~gl4Di{vS?B-TC-~Wb*mxk932a~hoVB8Bgo7~qSM;$j&q2( zEp6aGMt4q<;}dWrP#<+dNjQ@XGk}WE#8J~aILKNZFYkjjXxS4Zt-wnEe;#z%O8*{P zW^Jl@z#gouKt7F?{=*0Ekm}aUT%LtiMv5X=OCNN{XUn(*v+79H~;zLj8wq_&*x7=^_ z&10wu5__rR%T`yqpgZlj-^yhwhtje1nS7#lqx%gRJ@glpv9`XvFwdy+TNlmc)tx5c zj!UYCg0c|x>$%laXieHm*PMs_!>%48{Gs{}f4H5y#l}!uqIRaet)bk5*V(=)B+05k zE^Z$joG*6<$L2H*@N@n4;Gn#_4*%1BGQ|A}zdKJ34%+*_bPn$x98igGom!02%bh3f zC&TINC{0G!(;_*GDt-;7Tuf*SRh4&jTTaDSX1#~52mphr!7aqY-o&(?fT;Ot3=-*Z+J2k3K+G)(fWHW`*DpmU8lUdK8uP@Ew`DV-T&aAFZ!d|jaT{) zw1m=a;Jubmd_4CiVXB(NErJxxw-SRy3G(#_FSl&zb$HpY;Jc!4Kl3nXcTDna$skhM0@R|5*RJ1rZ8(`+KiGG6?!_u@H{g53(f>zz~+ zr!B}zIGY4oQ)f9R?T zUt9??VN;cJ%rAr-x5JOOE~ahCk;{Bmz=c-+Jx-%z-!|d$bF6StZf;N0%h|-7sM%3T zDI-_9Gy=*!*_nUorwbeLU5RNZt`$kfhq5tqR%w<)QIa85%1!7x({S*}&eRJJb8{#X z)+{=~9Krv}oQOELGA*L@LZpHfT`-h}w@AkrQshPT>h0#Ve)E$0Et=AgC?@7v?kg-e zKzU<7`p#EPh;I>I>< zvt7yv0u`XpS#r@_%Pmz8TbEEUWj^8U5hz+lI$a*zfQ&y4NM)1#0CiclhKwvY*sY)v z(3*$+l|!#VYeUII?pWG}#j?O=u7WH}&5szkGgkYNF6 zrJQoW7Ly%ahSMBn4Fc{unw3=sL6f23VHfszF@crEKl)YvJU@q|h9z%zO!L~H6Xxpr zyrKa}o@!MT{`B-5gPgf)9lHW1@e1&qk-9`}>b6{U>iDpzQ;goK(ZKe8VzfF4lnG3- zJiTNX&bpp$P~JW=<{bXM_qa~?-tUtWN7ty#Rin>CdedJ5+MD`o0mL`o_yc&Y5O6(Y zd(V2?PoMS3j>ls)o=G?<_U-6KF6ei8p7JR3t}RiTZrVg7fS`!I1PRK<*xP>kY{=65 zxcw3s>$oE#hDRsVIR;j2SAP+Y9e;d7B!coF^5}7fcof#4J1>VRx~(ae7ZXLaj*W{! zKlY)-p*&t-7)GT^LmQ8q(8WFe*2LZ3d*do+&)63;gG>UBbHXNEclXsTrrWT+j|nX( zR$PKmr0{&jiPjU=rgFx-du)ihw!9AY-eqmQ7JsA< zAN9s7z5hA9y1#NWaM~AWt=8C9y6pbSEyj0nP=%(L(XvWC3!J^WVN>IxxWqDB4QN={ z91>{K!7v3P>S=pQr>Q#YbKU1;FJ9EbAnI9wg^L=#V-1%rq)`dsyvaDhAevUIUim9IT$&#*%HEU&)VdDuQL1^LM$#2sMi**+sMrFv zb=?XjpP?~Q(jojE%r%7bw7l%ULiMFN2OW1tpex>vuVHlu2k|mULh#=~(|Dse#?^Gk zh`cN?N<{|C>rCYA6tkbn; z_`TVn>cY_48bf1e;BVCzaJey?2B)l#&O-grjsI<)YE(YUv#rUrx)cPiMD`Shk@l-1 znY24izL7_W;(~2Ti;di82M0&(WPA;K@S2=ut|9K^dYl*6X!p5BBDy{}cyj&KSJwvz z@c*5IgQEeVvg{u=HLTpX0xc_NhV^f+4-SrEK0Y`&f?wk-T>X3d@X;A>$|r6SIm6GX zsQlCO=(`-H`6Q~6(Wc?1re=4Ut=9VSxi6x#W9er`fz^7dNL`AzSIVWL)_iPsZan1zS$8rXmDMmC)Z*@q+j9_-yzMHumVLnOv+4l;4ge%B+#0%7Zl;A{dE2V|wKtU@T< zV=F|up7-bwN*O(=0w*2(T8!#rKSrZbR9Jv=4lJBS6tgV(mxr(-jh-0aW?V2r(*(VO zS;F4c#>tsC6)4%H8Mc-S9RbRxv#G{!Sqk1@koSPnIvH-M~Hy0}Fh~*;&0L0R`wWzS(M;;=>d=w5BlV}kr z3{3Wx#RAn4IUT};kMg46kBVQ!Aw z#q!BgUAM^0ds7EG5`r}Oz$D`Txmm$I67Vw(@ygB6+|>c;e!%^QB?z~&eShLC-#;5^ zpB75)ZR~B3uikxmrDNi5dS71A?J3IQe9{I@yHK;=d)N`0@wLv)yT^g*K(50oQO!+R zl4ZF6;}6U&t{|^`!dd%{Y}%JW9S~n1N7Lg4sb_|bI^d! zDt(Xml)2C~raIxM3uN^wXGfd?kUEbEX1xJmoof0a&rgS}1jP3|>*0O53wR0@77wMe zbL0AjneZ82DI25vsh61j12w9uDBy>g^$2yMEyNjL+b-1$q}1I!;iFRlAU{ruvhr?v z_%24Rt!_qKQO0`TyO5ZqE9yA%rmW6!{SGSj%=T1XlW)NH)Olb22u%gBNg>9PF2e&2^b8rdpXjg~ z)^EgK5FK+vVZ480h9dLZ0MdOv)?hKjUXo1Zhp_p^6!=gK7EH{zP@i9RV|Oo@@WdWvl%7m?1yi{aeyjR?Vn)VnV^0PZn#gfuhbadV?Ql2XN^0^r#?)KX=KZQ@z|v3 zke@uKy6ObuGAmY1mSa)1PmE$z_S(ty3P9O)#onmRGymNzNn^u6BFq+u6ifQkDe6rd zPU65wj-b}3i&Wlm%ic+{m5kYIy~CpsV4bwSXO68WAv6PW3g8GdRBN zRIFEngZmuTXW*iCnO#f$h@NWWj8wAI!0aIud;(%;(OqCLP4*t}1?zu(3+AVRI=jrP z>^I(5-zOC_)53l7tp(ZJ$>%u9$eAw@DFhdk_gI^fAL3FW09FkHtar|CTptaIJNKBi zWe3b)qz2M>$*q%E=Q@MV?K#2hDqc;Fou8hjcB`l=*;nj&GUnh4@`>o^m{-_R2)z3$ zoE#ybX6^>i+{>Y@bPM_afUay9P@5(Hc6^CY!7AH!mAH0M_x?v-F*O%YuOTV(8eeI# z+A3|OT0o-_ma=Cu+$@%^&AMT~HcbNM$*hX=^Q`UOyWj%`5}-82mBDBr(7EPgXA(WT z&4Tu?urk^<025b-Ucy)3HJut?5^? zj&`Tx&U!;y7Lz2yOIDk8<;KVw8ce_wO1|?cQ_BAKDP;W-zGnj2`igF!K6Y-WBu;OA zcBNqQ*gQ{z>0@zSLkVO<>;I?E|Nh(mS^0lu&c}gN<9~SW-?{mJ*H%{Got^*p{u(^{ zod5TC%l}JQZ^ES$c$LUwi8)b4;#MA$R4kF<%tWM63$c1ez(RP;7qjYwfB{6skOf$| zMN7|71?Smiyc+ePsyAR}I=W;TnG!^Ho~lG2ATMEc^*Ouf=j@`Nvx|PtF8VpUDE<2* zWf!GW;<*5PhDbo`fiCDmFk|ef{m3i43D~IIC@LO!1-BJ;uKmC(xOL$a+`0%C+{@$K zD29J}g*MXE0RQwK`lB!MiS%f2AL+tXE-KJqPVOU_6?I&n6?H7KqLK{o6qiLIbCY2S z1LhzB4QBYjQ`Yd8H`h_b#hG^)P(H7R!PB4Ep5KV2F5=~cZ%33Jzlf$*!c7Q7Yylq; z85p~)Dlgnezd|7+O(Q(Ha2{#$hr-3Igkn>`ubf_1Cx~fzoP+W$htH$4NPOSwvf>E8 zIJz`y8BM34*q%;7pAElSU3Mb>YrcclM&(IVOpUK65I{MJiqn`-(0?uS4B9KPAD7W2 z9kLeu2mUhtP!*K_f`{e55V{rGEl+p~e;h^DpZ_-h3h+lU<@@}iLhue)J`>{}u91RP zWay8gg$&OQBpDHNW7En!c=ZN&WDTqiNXHIzu>e&UZxFlH08~djb%A=`@xasvDSzKD zb-B41?79K7zWw3Vpk?D}zj3zk2k1gt z@+4dw%=&}DQUd{MAB3DLf`7rJQWup5asn0r41781=(++=JMb8OX#e=tki)2kyT`AZ zo%bz0R{-GN;}4X$dO_wOj_%vA2CP5G7cll_9F2JJEu0wU*0)}QcpvrzAjC@u~qHRAJ4u|l`-Hyx5EpqfTM*P>(;k@Jz0YZcz zKNToRpLY%eq)1Zttw^yZOGFbXiX0GD3Wx^T|9HH_?2+63Xy7HhO=AzTt5shV>T@&NPu3;z5{?!w&pGf1sg?Iz!Fy;e= z;7N8|L~fZKK1$O(+F#f8$47v!z0+v=b#vIJXXDKJA+ux+^glV& zv+cjX*g~hd#Wo~f&l|TRAQT+H|CM*!(8M)1as9)_=3lS>{`bFMfA{A5>zA+gwmK-H z_knm5lUysI50J#_P|yb?M!}kC=HGpJC0F-m$mAbua^Y^?g)EX4sV2OMjM7x|BAmep zZ|lJcG?W&2)qfpTCkn4o_SS~0(7<61x@cChC!m7$P%NO*I&2+k5TGi05@5$yWL9lKVAxFcMIq-upf>ibwgG*V~EaILckfiGH(4Bb(!4izo^UQR{sSO#L(Uv^`+0E zA^~N$fPTWvkFzue;3)M@8F;|TJ!To_F^_8;RUA;7-*V;L#C2+U+!toDx$tDWFT|X> zkL}6xXT;l-_J(x5)k8WJsUDOLW|QbbY7im4pqN?9%U&Tw%Ca5pcpuvD9aBQz%(F9I zRO}f|H}$s4nW=wd5eWI@)@Rx9&>cUj5_F8d?ARl6b(n4UXeW*`QA*E%U;vewQbFH< zP0}01@FFNHVJL1u-BIwaclF^SJcga7e$m7|Fm+WLViLzcH>qY0Gqf2T& zizeWoqvRt3BF&D~ovthJeso{5V@AJb1>8~Ctb|AM`j%v4USJMz_)f$U%%YS@C$~Nd z8%r(i00khu0*ZNwQi{D0L)nfYXWcmA1@cMBp+&ID5@XSHnqF?C=?=%6aCgZYmLH?DXcrB!;@@ZlEi=9ef83;;E1A6%^He)8XZR!M<1GX@PUAukjgpUvlTs* z%{4`FyeT$-ss=7vxR7dZG}j>(b{AGzR{{jfaOEYrp<1tuZ- ziYRqpfjEgu&Q^y4e=SWluTM0GR3n-w?ukxlVSXy+rDM0THq=H#5w}Q32{JutLKG>c zmb8Lbj)881BGkX+v79^`QPI3CVX7UY$EJ6psMmmK(i7H^*j`Hx!0JV1xFLxkNl61q zY}v?TK1!n^5-5f+QBU;~`y*3PNs~bz87D|PiH$%??ewW?lzIn`)*K2EULmqomsRNy(xVCV`CjM{YK#R%0?8d zqof?VYiid^#h4N!R827_-L|PbRs6=7n31zs=l~?xmr+cR(2|W4VHAJ|FnOSBmc`7Q z?v1rO?+w`oo*#081rX$pbI0^Rf@5|wbj!!}?GdQr* zb6-Gf!<#@e4~A?baMX)=q(3*}7+q^t$i4L^M>2NUqY$CDr0=dR#;?|0yaA7FfzDqRKZB3X3z4 zR)Ng)CRoyVYscnEw`3B8mm~CvdR1_^skGZAqzfjRDQ6S5%nEa-0W}Vs>XwWIp-YYy zTT^8ruLtH_4((Z$FOB^UnI@j4c?8&P#<==b{w%rRar+(-E4b<^(H)Oy;JD`DqHNZ9 z^hKF*Y-60o^E^MLbM-7Lz#)zt>XgqNdDvJB*(~da-sm=MVNSkxJDp-?Avo(1`JRf| zvR3_(DVs7SEnbeIDUz=-{DM!@XvEut{r=tMC%=4ob<^%#?;ji<9H4_->)_zauUd)( z_liqgHS~McT{Ym(YHa(4?fG5%$q+2|V7bTAfPcRH<(25(4d$M2@Bi}n@M@*Iwz6{5 zdDmsFNlP#$+6a@VS8|x(3ZjvLHT-?O-|u(X_S3DGd+X?hy;#H0(A_RH8t6hd+y}E# z<(KIV;y^kr9@KwL9*zg)vQf?5gM+(I?CNU2C)cmV$~xmaFnui1$0E>&g$6OVVxtl) z@vXa}QWcCrO%q;0x;4wIwvFqGDAXO;6Y}Lkdph2Xy8Z-M1}4F8KAy;|+A0u9<-J9K6F zf`|M-3}ca!KtuwPf*V0s_{frOcLdz^6x0CsR#w>PBr4FVqwXe{ox|l^OBNJ3z(UAW zl#}Sf$#c(o?14_tCSmYn^+6(;nuHjzK3*119xI1B>)P6iu1_3CqK0yIL`<|Tuqt>K zyRx46qSZ3b6ki-+0q>q_~MnwCVqzXP969F2T@p3p3yTCTe<%9EO;mIR<2G=e9rE*y7JZW1F zYkrjt)kqiKIgMF9ZyhQxUDIyWUQ;jP>D#b?=Srjl`m({ES<> ze_HS}ksL7*iGTzhupV2Lv|weHq7P4^@^!(_p!RiDOP^=4$W(H7(87zddS#|D8Qi_w z@b+#?Uu`i!Rk!6LfaGb)4ebrOFO;(a871iHaV$%L#55Px&q)^N=aTOI{L3Z_g~?d! zbTyZ>ayzjEGBG{qSgB!u&67;;-$46>5MFxf8?cq4D$nYtnVf^F`L&F3?k%mmq?oSL zN*7~n=^B0GU`%2~p~N1*^|Q+43^G?<8=^!89Va}%{0cb=*6bv#*L=->ffwi$FGHf; zWtKW+LUSq;%!zCgqVbO1uUS@^2?TGJY=6Kdw;DNMeP31?tcdlC!n#A^6tHhcu5z&y zOD^2r@G@Fv$#lvq)~1&%O)9u=mR;1zLi8hxFwFw^%gj6AoLkQR;Y~Q`!K1X8n)XPV4Y$t^080rUMUDj+un)8# zrM@}+0ySO3|9pv8CIPUcbOP?I>045fPu*@F^xOMU@827}f4)6DIKNu$-dnlp)OC}* zO`w)=C#P0N{z}QzOIDpk6*~rm?UGNTtV%}gL||r8y{EF|I@@nuCOnOGSdkTuglP<{ z$R!cnM3GJ+vdQiC={fXUHeza=aVC`Z^7I@M{8}SAJ@X#~~A;KkJ z!+6gCf*myhjP>v%@R#oQ`|LcaPFR++f=6YU9A|iF^}ZGJBudqO=zax_>Thndahz?_ zq%OkgRLNq})SCpg%x6*Y+VJ{4I*SUtatQkS^6=pNu5fABBA+##rr;;Me3yJDU)_%M z^No4H$=8ycg_lx>(yw&(?aCbK<|W`pQv@X_GitFxiWR}cT=I}-!j|Gr5q-Y*VorOmQs~I(bQvHe8o}ruKnbjFMy&B$`1U5FjMi9qE!#d zj&lJo@2>CvvVQnZsDrXI1iXMe>0 z!u=)pR2826pd>#sle6~8iP+shp#T&Lg+e__>b5ACA|6+CQcs|5R~!5*G@DZt5~hkC zfvj=H=u!D4QhFkN0G*oCZy(OX^we?^9AEIPVKwm@{he5*iZEg39zBAz(2urRXIq7g zvFCl2Gof;ZPD|t7{BiU6_|ft4qmP}=$K&Hi+aEjIACHfhw?D3Iqt0Q{@a8~+ubYBG z^JWV4@$0~>AylS21MR4(@m5PW>uq;O@4g9hAL-NSCPfzeR#B*Z{Ylr{-!-aPz3?PzHty6hc@2~tIW&+(3$QIOdz6G2XQ*1!tWc|M!N(uDexInQ{K3lWk9P$q?I z(uNfz(13PMU~UtXE4JZS0hk9l;# zW4zEq*1uTwM|2V%cqTzQ-%rJRMRJ==4MrO;%j70gLtk&*qp9^%Eqv1L2vje}N*7eC<1V z!QQH`FzmIq>w9K$RTk4xYljp!WU1Y9d~`K(Joc#KBH~Q)BpjtzB4oe3^1JcEREn?n zbgjH;tpKJffqhlS^yR_1IHU$ZG*mVP*0BIxWj7%tn05>LaKmn_*@g4k2|7d5vuWVn zv^=v9nG(!6oj`c6n>NGDit6_z&l2?$f^FkZw@H;f5s^wRuw}-x$ptxY1(%_2x3SW2 z>)Cv7y1)njD?}8}E6 z#OVkca+??qRo>-I=(_tJ+&uIL(DioT%Z6(cSTyF#G^AwBm_O@>2QBzq--kKgH&7k;$PQsk>R$p+S8H77_)c!mndsS7kXj=(0ob+aF!K zmeS3$XmTddEjp7qs1}^AmCj5~ML0OwN3*T3b_nMFG&c3foR+Ex-4=ovRGuIXgkS*PAC*-h-GnE10mgVkU`v4TzU0>uiz9Qea{yot z`Iu}>!3M-($-e7tZ*NoV=I{F3 z+uJArw%J7*g$zEKxYVC{T~)bi%~{&HmchZWcNuV5pl+jjou|WxOO4Z$)_1+;kKWr8 z44~A2eyBVA+aUC-Az=4QAdW{g9>*grWX7a{(I6faMDlIbCC>?}?Z48RleTiVeD2GO z#noSSz0~*Q@THoI8RtxY)W7+)-{${akXb&*2Yhk;K zhP;_UIujj!2~5`7$}=p3w;f5yM)UaGIB*-Ma3~@1n4AW*hk^$<*a(A4-hma7hq0DC zGXcq|wEo`Ji3jNnnxxc}Cggpajp8&oZ!6_ntIK{p6N&HI0FWYmV-U94&dZmMYm&hL zBu!{V;GQy{=@b`)-tNEl?>OjI9b%Ay=|Nnzm`&meQ5(5Q=}-TnN4j@q7sS30_w5mPUk<`jCX!(>F+P;!y^_(lPGV> z7HjSd+U(hCoBh@=mwL#W@?o3thvw6}%Tz&^thuw(W;>&nl^K8<9Mz0*ZdT;3d;V(w z_5O?fz30RI=g|AVtL~rJVR(p66gLl@vG~iO4Up{EBu(dF^nkL;NUN7Zx3Po0!@YxF z_MW>@l^-zH;4mjVKh1+vR@cIm zxid=USTPhM$gi2vZ?yd-IH7>sHhi7Z|K}qL_N+rXLlj8-d%qHV zfNTP%VDlr!@X%urLLH+kHyHFJ%~NfN1%M*B05rp5LLD`tg#J(2y3#Q{sZT1TCOp9P zI0A~(WP*{XF`ktZlNwBU;4i^Y8!Y~$c;NI?g#;&96foR3DU)XkGdLU2M>(I-7~4qM zV4{4Mr3qwwBUoSx?wO?F4|V@&=mv5f!ygV$f3sNCNV|d>OKgenle!a%KNci>4E{?+DT)lyx>a9uusD55yV+Ud!BLV>Axgr9xLV;hHst|s>yPgU2Z~&(i^Mu-+EAw`JCtcmxzcP&wHx_ zHHrWM-)yXzaotbyC+xx(mIOfX>=cH_V(HzOPiG20#i;0lOsy$6yyBD@ z+=+VZuXk#7T%zr^Vp3^rbAm>_)c&5Du zGtX`TC=WK_5fTJIz_g;Tq998l10^wpf6RrNXiP9mb+WN;kJJs>^k%Rfb3+4YRJkFg|XPU|Pdr?Wht z>A#XT0Gj8sC=Q2)9FZ~%lHx+|J@Y(@i3v(Uoc^~s8o^&oek~P$g6gmNYg#{J$mw`p zV3x+q#FKhijLy79Vgy+oorA2-y(r4mTPYc}hBg)P^%{}X7hJ{$iBuY(=F_r@lZ@cw zN6o11%U0?3O{X;QTu_FMid+VRa%J`GNM$MtF=?d>j?xte6;6UL1gZ=R2NvZ=_khyK zFzZyuZrCi9(HHiUR!(x*j15R5lF&H1{cuxukH%mL`pk2SgLEdw#oL_E z@|m`93-*^qt<*`&nq!t!Q;zwi7fiVvh?}gd)%|MOz8YL6&Z8O7SCq&ogfpD)JSUR@Y&cz9grM@>%Q|1&@^XB_7c&rf**m+E#3q%DXY6#q%`N;XsY`H*`_o9iS5>Fh;^>MLX!J z4lCk=QisZ;SNr91neW34z8RzA5jF&d&0vYz-}0PE-)4erF-sn~1~B2N?_T!J1man^ zgIHP$1^Tpb9rNjxl}4**CV-VR@=h(U15j~Gua;N*TrgA$z(}pE0BwN?ULY%{6>&BYoQ&aUF^q3Pk!12|7aW-lwUR^gER_|0%#OePQFLO5M>p%=O$X$q(l|bDK>E?> z(W5PJ3q z63n|^h$*WFV?G-z;|m4GN|G9Jm{$`e8hT;;2+RG+^S03{tuGg+4(r1z`+>p-bUOYbD~O#`)hst`5Zeia6Z8QBF4BV@ z&7yTa)+1lqMypJoCLX;uH-Z5m+jdkkE8?ATDV4NL#XzO1u8b+EF}P2NB)Dd27J}g? zDA&L&Dg|W^1^WX7DS(lujN?V5(v){d?u(?Hi+f1fI@E-Y2X@~`6ZPcmge9|!(}^j8 z!lWLsj~|P1sTR?mwjk5P!c-l|wX7Uai1Of&X*Kj{aTZ5`imG)bIEvtFn!#*y>wD|sBh zDg^y^Y|1{AI0(BzH)iaz>t$QXPt0cH8Km5UnH2n(#^lE|c4E+5{2hy;OpG0bi^fA} zFJr6SgI3JWZ;7O>!oOB|Z8?pUsDXGJ5P?(z+XEFKXPRD6Jhqt6@S091WoVuYF(aRt zMC~}Zwlgzi51h;}xyXnpEfz<;lamr(?327v8juR<0~Q0NokieB`iH|-9ht;wH#&is z8SGCKLqql0OrZgT6X;bdPMzl(Yqu$nVl7WD5Up_lMUBP+n`%dw5rw7ni+G~Jo6R%} zJ0pll!n5nj5VokXSShP1v~T#sp?kkKJXvm4Sk!#J#=;nY7qfqoHK(V1i$YY8eWJP| z3Y8IOSgmq^?IH^GR?(`8sR4@}H0NVwGBFJ0;Vg!KSWL4%9~*EpRJ`Uy0_6i!(sHB*dFwHCv^*; z7>A_km?ej;MWI3}RC#S?TLphlo%QFAdzqsX+^PyZQftgzkUser z+|vdG`PJUSU}(_dqXo6AR4p2nwgT_?mupfkM1FDd%3bBIvcd*h0pFCn##y;F(uxzt z1lHv3p;nB6y3>bJu$oQQ)$iz(#!7KmY%gvP!*WX?mO>w9HG$@Uujqm&_4b4%sx|g~ zByv~gVz_562cMtPn@Uy+pY-Jh{8m>Qe<<5RZT}ZW5`w*EVkJxGxyU+~88F??&i!($ z{a=5*x7IJ(|E;a}zvX}VUH&au+)P9e41z>Pi8soZ($&o)Q8KF30f^ zcK0lroaKZIS%N5kL9$`dQKxhc(KcHe4uyP$++_)z9x+BPS?c4tOK0%XomQi> zX^Gm@B}LBT7@Qv-eh}R$*%;g$C#UR@7sT##pGx8>b(1Btsjgch<5LIy%29z#j?RTt zfhL;O2~tZlSQ;Z=^Iw}h)AL_7i5kr!KCnxXRxm6l9Df~Hn_`9*7JwthQJ$z~InaR~ zl1O%Oq_n*FiqD#*aEqB<1q(WkprRxZda9{XVR1J7bfIB16^V?%DNBc!Fs~rh?CO)X zLblGcOvtk|4s8YV3M%xvkDX+lUIsuMT=)kAOotya9f>d$HaN3BaX=(|)X{;cpQnlu z%B}`*K+7f6mo_AWwa9ii2*k`tq){@P=epj?1Lc#yry6c*3`&!NBiXGiTGJ_T`QnQ0 zqWVT$aWJ7|bFi1?c&E?=Tfeqm?Glb!oq&S$hiWw7p2tI%hat|L4p?KLwb@kUJmfiV zJ9Vq63wojeP>8f@Kwe-?XB>DK?&J1Tpda5e7(E;RdhmJ2HR+a)lptSIou@y(x(>*CmF94zNscEuUrMC)ezdBf!n9E&bgWtqw&U3 ztsUrh>Flq1(9YR5TmAGgKQ9XiO=sA_B*9C5Q#p_e$M2S5s~W9V-NIBVS7dQDI|OYc zV9uV-r9Xl=c3=UxrwcbNm&JkXFB-_=5Y|KbLyalWAYG76z()y02jWxS*lF=fHd|#` z5!pf)6kAP~`QxETHfvi}S3YXz@|w%=lil1sa|vJ#Zadcevx*@&f^2bjBF_?S&RLX` zo#{qw)Hd&wF7;>^tg~q}%R`8!+s(S2QhlwIF}!a#PJ-yt@zQ@`4&%FcL^NwA8Ap>j zOf-q^&aoQL$iAw$bi8a99PM@6q|^09YF8@mbvMkG3pNm8sMFs#XwZ-;0p0GeM`l>c z+dsycMAPybIbf3=d0#Lbs`24rW5FT)YoR(8y3C@SlFU|prIBIQQ>a`7;@wR}ewKz+ zUq^V~4LmGOM3Pq(0TaK`d{Xs^ybGD>2(Limq>e|JoaLdo5OF#~-vu|`mGiT5$TM*f ziOc(rI@PKlQ8cCe$DGGxpu4XYD!Ie6odiXA&TNCZP zQ$wffxK>Ng;B1$H*C825kF*cw{pgnZe6In93Q?}T((XLIp@3MyOkT@eOe;IC;npx_ zle8Nyir$yo$3n9hu7($}M;93#*|f4bM3hmMJu%}ms9a5~F(Rf$QIpUp>%2USbtPP-S3(0v9~ieR3V z8PF}ms%tSm52H$IyO_t2s)h1#R?_r5KZ9$-pq3J$M4Cmv)fPZ3>bI?#NJQ>1<9iRM z8Jmg$)iz0L}D_jii_!u~Cn9Z31m0Y)OXm%81OA2f7=o#}Uo@b(a zKhrg5knWUdKy}6#iaGV&fSsYB9<2^lh6?{>zv|vt>+AAa4(bRbw&Cz{6eZzABtssC z!#o|zoCoK_S&9KUnw|be=}K{yXFZ5a%cUe^opSM>!N$@(QV z;6$h_dk`m%#veMK>8{=|6-36N#5<9mM|stg)pYP~yQtc`k{eF|(~NZ6t~Bf7zn?_l z>jDOyz*%6zRm3ZZ9GXi=PCMfXBrpSO>@h}-!gxo>E10r+Alq2iS2l@qqZ7oA&>L4a zgg0Q>l0>;h=s+u41-lR#UaY5Mol8jV87`XLJ8&2Us9D8K`c=%N|FxJ2R?+AXpnvhz z(XU+{{eS7z(RWuzzixGC65G}^vh~1{4FI1ECn6tGG$&b5a?{(MvLMw_{viTWIvj4| zrK21EAAmXdqIu77_30>hy74&ZiFN*TwEo0q2G|D!UiL zMSO4(5BbKJ4|;>q`V-FkLAZJ+B;57V8}_yqeC+!l{Y6zIs~!>@w7a#SOrOg1%VkvH zp02px(9{v;9m%cdl3ULuw_*m;idjg+udcrF?zDmcjllt@`eq0MrwuT z)LP_W_>vRs5Uzla)WwXKeN;nT-!qtSS^FV@z^ccKOtr-{f_dswoIV7DrY*9tQk zSQvbU5Oa4yMqOi;`J~i*68dbpB)}{2%6kDZqEP`zVK!9XNJJloSvnhLqBs{N#=y^o z9r|7w`i-ZqxdYo;aA+HjCf)aPX;bq-)56UIFBiH)f9dGGYdv}<_-vS9Zi($}22a}g zlOE6o&Up>-E<6W}C(FCL2OYqbU?%PJH_|vwVw~5ZbZZ-({Gy~zcFLE;{aK!Q zE@J3TAQBSLyh`xJ>rN~Zw;yi)Q!yn;qM}1vww-i5mMC-R+Gt_9rQiPv5YbQ8f!hsQ z6bgkXxOhUy_no{+G0cZ8&hFoZrD%Zp! zy;&&D!{5^_2g0*!^0YDTR%6*{b)gF{qF5Y)<-KmG<<_$fX5y0lDn>g}is>l6?kYbV z1G`1uXYgE6dS3<2Zd#b_Dy>XQJM(TmD4q?`{~M_2+l}l$+y6IBlB<>3`NWbSycrrB zY3ZCQzrg+P+Q!EEpm6^?81y#QzTN-+9{=>R)^4h-pjMS4$N6qv@Yua4097oHOG<=y z>E0DsVr63d4m=%ut}ek<1}Fv~bm<|+avqXgpqO)6fustPZ&DOqwLv@3TC5%zQheoI zaA|Dn`2KBn4$tn<;5+k?*(?C6m~Z&)Yjsb>)eJ-Vn`&?q^6&%JL}#FzQ%9xk9k6gW zez7|Ev_tJg_NDCN`-7m07Gm4BLQ#SVQ1 z5mgRW^v-_p0CyXz+_J>N>q`(;(@Z$WL!Yfj@?~@`UZ;s@UKLJfR|Qt_@uPZ0 zvwc%gZQ%$#sZebdBHX#E8c$u&FCM7tShdIryyDQRU*&^KQBzcR_BPnRSRH%@{%dWv zR>Z$%$Mbuz_T_r;7x@dg!r5MA{Q6G)0JpmOo_OI5dn%lvQ^$*B=p+jc!#b+P+BW>) zqRTEytTMAez~Elh3gEN@dqjmh3U}E zH+}fOq(1yE>TnPfbV!>QVB@9ysUZCZB`9R>>jMmXkX=(^1}7o)1IkeT!30LwWK9g% z@ZqM-=1KXjqMA)QOI9?2taM->(xEf zvBki3O-!y)beN@SOrhu@*R53?L#)5lW(AM}f-(fcmOvX}NC?V4^w>w%XCK*sePpZb zBU>X|VWp&`aeYhen6|f>iu?zt{w7p#4mUOs`9fomhZ1s4Ojkrv4gA<6uLMsvq039X zrA@X3k4x<$?4PBuS?Z5=Uml(moA6-n#uAd=v!yK=!;ycK?1JI`YDw@uxYAaMJ zKujMfOg_d|HbKsO^!e2$8?@Qd0I}y+<))xZX4(?)iw0A3jGrw3kzq`33HbtHw%q0I z4A9{}viv2mfYmlzTGivE-c}D628!k~FAfxIlIsmI*J&DxxDXBIC71a-sI&6Zo#bF zlL|#o4P$S!-l8ZxdW}{u6UXyGMFuYfH@YJITeB*LQLd$54=-ECAKr?u}8j?yEMUkZ`1{4&L0h0^q+;6er;`-?sf?luCp?Iwb3Q{~F}tak8H)r!Xi zt!*g2*V>0K?B0b~e-SMDw_{O98t!0vv~dT|FH*zgM}w1UZ-%;a8`SBaR34=*86Ndc zYL^iB-{->JkTE~Jj^ww13L$>J|Jjh5t1R>h4%>N#k?*kXLQ1Pr1Y)hanf^qws+&+3 z+1d%Mn8ejjn8ZQ#B!ain#eh^8584+c+In7C!1-%4Mem}Y2B=+e_A0pG&GKx3ibnW$i;S>% zl{#}*&1UiU;CErRo;0asR9bGW#fypKDbYqShJ+VLJD5M(Oeu30j0WMk@6)SgcIr?b zxZ=Ng{rdkYh>&aB0|do=szJAZ(5^>r5X9ysr^9QYj z;@Rx>GZbAg7q{T*;|aW76gl?Hk#$N3_gkc8Q~Vz11zYEH&kJQ)%}esfOmdu>Bf-7J zv^R-BaqFI^f#2&euuy74-2XSrY&WO}KfIof(zqK&a+XTbV%6G?Bfl7209F@74WCu< z?7CY55~B%{pl4&TPKN;e4w@Zm==1bDWfk%tO3PD${=bN>r=aLwpz(oB4_aL+wfec) z+Xj_qoAtMMW7%ed?N|J&%~rP^MQEF?Z5u^ptH>p7qI(3r`23*G8pRwCN-5q{Fg|0H z7IHT=R&ImH+ElAsiv-eLEo*DBbkQ(ho{9WSWDo)0D5f1PL2(F2X&MWj+}OgOG>Wfv z?WTeA^+(b+ieqV8{&J&vo0_sfh*N$wtW#v(VH95(9i;{I^@q{6io@tM{bk0{J1JG2 zM#=|>JBw+m7a%FOwiXJoi=@{@JH)5Tu($8y#l7v8-Mm=5w5O9+I!I-d)GDW~2&!`F zu;yP5JL4=8Nf=+Z+^A=skjZ%cr_qCI0o)1@HoiI{cWCvklq|Vm73duYU5m(Dj)Aue zp{3(rv5C=Lo9HiY!XejEpBEnK3a*poa8`GTS_O6!fL!GqEDB+z+j}{1HV>YZ$mXt8 z2i=r`8{*xi;hw)SZ;QE6nOwMO8PyTFb5u$P; zWi$8Kk3Dk*@0FrWH~9;^EVDUku>duw%~EPDSW3 zob5Y>AM+{d?qSG~y6zTItj5pH0T#)j{y2ORuJwAOC!;2RK4e(Tgdfyob zgipnjsB-wYww=HgpF9=4!N${CEHK!U zXKMb5&8zN%uQMO;)xPL&h;aOLL#z!dLUFl@0vj5wVtCMV(j6W4BUaliBCM`4`j~#y zIG=z7%YI}%wt3gcU3XKDL2HWyhR+Jq^~vG6?le&p%P$NEYis?-B3#`V2WuOmVvg<| zxv#$YfXDH0wKwSXS2xCw`5@d7Yimt6o{sD7hwG2m#N#JCd@|~4Ym>#J*{C*mnz-5B@zXsx1?m2nj-<0<;P>!SFHi{d7JLcGL#@0|6~5pNa@8Kf8E zNtjO2K0*#hPsZ!vC|n<}K7G2*pNdZ*A)LJeU`;`Hr5HN&4+jGt3|0jf!PD?bZ+&$! z#Z)*p-9j-_xl5$UH~L(RR@eDpE$FWf7H>RVUF|+iK>*4pd}BOVeZn_HAf9XpUMYf> z!cE>Cev%HsgK`**`m0aIj~@r)jsALHh+Eb<+7|1Whj*gRyQ2hhyPi$X*99N1^~2Tm z!RoqLuN~xqdn#@ns4}@<^JyrCPkZa(su-;IMK~Tm;e*8!n;4g+yEQS((m+T#41?Zy z#Dm~*&<}bWe7X**j9`lV+ zus-Oo^V`wUNUW@|J>U3P!Q5nXDO7eomGl{-M+hE*t+fi7tqN;U@6IC0#?h6KY)Qrb zjwGfySJL1TsZAtg1o$;d!t_$2)dq-Zk6zlNB3`ODH-JX1(mrv$%-iBu+;>#;#XjX}@-dLldv29_fYU3w=-# z&aJn0o-#-w#beVG7<)$}aT&$2npoiM#r;dqaLZk@jwpXux}@;GJrO=$4>z8yKVBd8 z#;d{Ya#-Ju@cSu|eeZTYxLu|AuXaM93*RARQ(i9&W6! zKVDs3Z`L1W6=4;9b=Z#-dtp<3_XE{b9@Q#cyXi9G-W_=N)BYiFuW@e>j@Cl)MD&CH z?Y+Roc1us*nVW&H-EObg8_f?q`$GgSUA$v?%tH*WC54?a4=Zwk2d&tEm#{3 zp04#PIP1y^+Xcs^C;_f1qX6$NP7lPmNqn@$IzKQo_@~{f*pmxHvXRd;8R40!MUz!gr>g}bn7@ZCbkaCbj4 zF%Ga=cao)-O?~x1ufP$u*Jf_OV*jIY`oCMLKE*b!FEH@-wTc3(HX`!P*NTkzsqz2r zlM-%W{J&mrb^UQM{$GEs_bvY4@A8ktZ???1q_}=4l)LE!>Y_iw-z5_^aQW^P-^-<~ z2ddoEeK$?MfQTnv1Fh@fRlF+3tln{xjYk;f=p4d z)`wsq&Nvn!Wjj;mxU^%x&C;33^6RFGMcigf!=aEAws;8wm7trw6PLu~L6Zj;;~jI{ zhs!qig)OM`Iv3+Z9H(vOzpw?I@F>+17%CWY+ljTa->EO zXDtdVE3EV7{sB16wG1oy;%z9yB-aKM*d?(RfpgC>+~ zvvh{|`e&SJ8q(paH1<{t+jV%Wb~*4tf|ZfN`^`)wXaIK=$sFw8Ebed+geX592<8J} zMnH#AiNDLIu&K{P8sHHe2UErKI2$1;rDJ2^Nl|174Z^(=OT#OhSf5esfoY2!N0Seypu zc+E48=kg4_33<+I2MAy;8Xo+PSbRGi{ck(}@r1|MGLkD&1aq+M{xS!^h3CKi`T%l0 z_~*a1!N%&h^WQ)1{CB9PpY14uU`hh+fUBiU<0#~i@IaFZlL1c>GK#YdMX=J3 zV-c&@vJ0UHmRBBtk>YSj($KRgK~sN-vjje(F}tOwAp#f9#+1?YJk$xMC420 z0)cOSWZz+UQ*~lxoA?@Ix#F?(<41a79Fs<|aFPosWIiwmvnTMYj>kC>xu4C}$ZJRE zknGP!a)kd^AF5Lro;J1udq|6Ie(ngSN9O}@9YQ1?+<^5EO)hwP;Sf9*V?K}biuo-T zxx*A+Xv}K+w-gdE)D@IRQE3k@P<4OdOx3?G~RY2z@Pik-*I&uMJH(bV(6t+n_Dr&fIBz)G|H*|q)%0KFGFJo6aZa+h6G zD}k2AatYXxIYbZ}D(`SG_cc45rISbSYh@C(SvCib)kxCLnTFQUwHj?E)gWxLMxfel zw6)%KlQk>~x{~UWz}oW(oTj5R*<=j}^eK{yC`*$ms*rgW0l$=tq=5{*k`q1=@VTKg zV7uMnv*>8pIr;HiT;H!pd={OH>wEQQ=j}c_7uWaiP9^5lzxyFgb?$|<8pf|U1+y%= z;JNs;X;76r_niw>@7DRi6-UJ?y0Nmteu^e%n+)<2FmWYagxUV*IMhC7b0 z{GE`0VI8nd#hNj%LJ74k+VHx&j6+#KO`eH3zRPGHLP3YD7B0fl04kHvGO-^1`%BxC zQU?zAUheI_JC={S%g6H3i-R|>y35Cp+yyBA5qC`ej-Js4{dk+g4PV4#ziHNC(uo=ilR&SiXk2u7%h$bNeF>ZLhWJ();Atq2~26=NQ0aKOZUqQ_62vwRxgiY%=| z1B-Rc7*!24gyY&(NCNE_5U<2DOaruqKE|`Hs9+zu1l?HN5oKM8pt^Wh%=;S*JySjN zK(gKC;~NJjO{bQ0eWc>_axuYb=D|AP%^i)eS(4hdSUF6IxIC7R4#Z^dYKCKU^!L^Y zG6REFCMM#l4yTHNdVZboX%sL5$~tUjc*B8so>ouuFPyYOD`s-BSr#R;dG!Pzch#n# zBniCSCqcrXK2ONQBJAMT#luPWs8k`V7|R(RT$B+37Sn6w#Hzjmp4d=!7@^WrTSZdN z1?iYcVyLi1P z(dk9w1ZKeiSwN=0W9cV_w)m<%EugMwGzwAazH^#tRh`5&#zH0D2i_eUj>SyB-g7?3*pxt*U&U6@vxW#F~tlL^TY? zY6101luTB}5gc|v;qH%DQB%{@Ks4U+GD7>A;(MBIDV+1N!>}`pQ0YW)L!~=s{`%QUYf%lX+oSe63Vd11MbH9(B82 z{pkc%TTK;TU*_rL$V``#lbpTIdof97?||QFKK~&2ovc@ zPieyUk_m)|EZ-wV5 zfDlxjEwc0d(gXdH|8~t@rW}JYerfn{LZ1qmRI~` zoxQsEu}VeYAzxv%4&N)R){BVLo2{3I!I-X}7MOe4c70!&tVcO<{^R77J@Srpr>w@d z9UvYj6&2oO(F9^0k#c8~J^UcL>P&ibTC#?(7(XSb+lZ4Ic^lusT{Z9c9jw+}&ym zyD_7blei&kfX>ECc};0=RS7TZcT_6uZ>p*n|0b?D?C$XU^z;;E4irD&h4G2ReNK5o zHZ<`=a72WG#sHN0iiQzy;m)Ek6p5QjWLaqqgx(@ykpk#04S#d6zR_}kzNyNfRRP8U z(RFejeSo4&;qg40ZnDApMw?zvVLD!>89zXQW1wEEG1`si5SkhiqV{_5<;F!zOBo<| zC>g{e1@HF3-GH#`j>IHNtgzBN>UH~V*6R-1tlRCPUCgpB%fs+67qce8Xfv=kzaZjh zGr%l?-y~>B0P@7EE|Sn`NCWA0pSsBJ%x3X55tImv|2t-IZNUWso>}vjgVJPJ6+t8q^&Lw+b#XAS(vJ?Di>L? z%O)<-EQWKG8ZGLnLS2M5Y_R&Lh{_JGKd{|$XG+@?fhdGW`f@H+I=q!VV$hP;88E(l zW0q>30lxtM5^7H^7?;y{DByzC{v zhBL8!Q!HCx%xp)$V3+i!P$3hSJPX+Y{ZSFT$dxOS)W>G8+hZNp@AiD==I#)>cem~n z)Sf#*-poK)9s{ldx}GVgm6r3i&|J&3S2vS!#FbWqI)lH#%1uY5LyN>>w-=)LX#?;% zgSjB12_{I#bb?t5`64J4*(VTck!%p!D+h8E0&?R>WO`p*n#}Uf+ESY>1u>t8qO-cx zD&{~rfVzcFBfMG)ks`N<)mLAzbn!O$D#x|^1%^U_+Yi~U0&It(NI0rQ0b>Knb-(u3 zj0dE58BZi;Td-{TYi`XXI#2CEF82^%&AHLLwwY0}dUJ)MGuy}i(;=#AYbKx~Wa&IF zl~jaXC6eE=1sCf0iniL-i=7^sQ)!{kxS-`s1kpGOSPWZbq09JgKfF@=C|VhO)lq>H zGI8A44J_AFyLgP@pSRk3~jbdoA{;qDYvfvzad8 zTg_?ue@V-eFw-xGdeJJR3WbZWhZrV;n(y)hNQ(qk{aG^Bjl8{_n(#K zANJv^*mdkWVG8%C{jYjKnt%g71UgbKcIaY8&3YcgWDrAxNZsFbhN7*8+uT!c7B8;R zp0aG;>B9eJZ~4E${!?bbN+?vS%xnc268cu5RP}j=po`=GYz#IAMf=Z<-s-pbufNMb z#dIp>8zR5LZ}t~{!Iem?BKlwizC4|EVsRm2TN%T^0l0TyBPiJj>@im`g4zoFK1V0@ z889@JmL{33Xs5Xq^6ODrUc4ZOj4R+DgK-tX7|^uDMxa9AAo+ILYtV#HNwhrGg#d&S zg(zE%WSx#%0PTD7bQ%Q|F6}|XTEjMMDry>r+xm|2_mpj9eb4m>?XaZ^AWNVsrnt77 zWFpaFzrsErq;oK!1?0sv3eq@DU{GiGo-xopw*#8rW$Y zUNleJOyohg1=E0PEe=+jlBN#rYEB_U$_IAEZXis`=>66y1Er&al8)X(qM)-hY_?9- zOkAcF^hc=`v|A7574i7Fd{Jrerw`z?zNr>No1w(Msf;xtW@V@!ZhpA&JwtG%zDs8> zfrbvv7&NIZ60PjHS`n%C9E#0S+$LWYG;V~(-4~I5FiCwdP71&`-f9nw?;J$1iACc3 zETJ{JJZD5uQxe}-*`_YtymnZ0rh%Mk5{(t`azy9aH|BL*%$U(CM&TMwp zsDQDdgr*^l$_nO+qUPw?%ALv*BaLmxP-p&Tj81uNL~mep2{0g7czc_5`s_!s_}=y1^kl`iroi)=`XQ5+?N^z3Z~0EZ&H$AM$r&hzJ3_<~vvR>INUa8-4&6vM&!TCw;FS$E6%S^R zR>?!e*%8TS7#mW%i`rF)@4DW!){|Cm1d+?t3jHhg&h+gzGI7>Ug)D`kMDf^ur)S`Vzpye?li z4(tyXz(GVy+PKabXQwx(o_HII03@zUtLOQNhm^wT8DQ6~7gVGMxwd-lUNO}FPE^T0ha?4DuNQGfn1J+6@IoGRJwo7eC5 zU;n&UT&bN7d;R8JovffY48#?0exNZpG&Q>0?dH*so8NzYbbQ=dUirU&`r+^Y`Q28l zp&4eWQa4J1cpeJb)JV4qKKsV4N3(TOpTlJi9S#EMsS8;3&S1*VARvAPPk&Fd)L%CY zedX`XA2-R0ArR^KW0ZVM#~t=H;2lggr7MqdybuAM-R9#EgIr`j4^>bK0U0XK zEQHY14H3xYwW7{sl%J&zBYBUM~2M4uX|zIda(YhXn`LJ;T(zBgvrlnD|LF z;HvhN+UwzmZnt~Wa>&96A&`*;-aP#9mFK^z^LG?hphwTup|f8m2$%_5#F2XIwOQ_I zD-~tslw=1eaAv56?&XoG&p5&CE|-*()&rwGqf6l zOG<~WQ2rA*G^Jz4eO1ekpG9VMB66jE2FXB6yAfz7wp=Oo2c=hN8o9)kMGG&LOj>-K zRKCp`MsRrF>F5z8Y3WZup9N=PmDxQL7rvCF_VJ_R%ZIJwlkSPy%b{S!p1*h}_a>oc zgZN4;pr{r5S77|E&dfQ=mpO~A_gzsD_9>_o+Pk@3n^4ov%3V9Kax{sia(=C;$G~Z| z+=_O6-(~Ni%ek&HI>77{HFq2ATlA;j>;C^b7M*B1%hHR_4gby~Bp-rK(TUcaA zK+Zj2%azp)Em%B|odK$!@2n~$JL?;Eq}ct$F<-kBQ7eB&ALKS{^LMNAOB#iD zDXs@}SB>Xg>VSvnj0bltEv{xf33nlSy*&=NT`{tR8n%L%N5k$Axe+Q<3z*Wyl`qUe zz#Tg;Tz8laA1*CFO=o1P!S`VE0pdYt2)vs;}p;246&K&J6Fk>bl?w6Ve zvqs$UH*vW9p*$WDBF7`_fx)HGszQ1)hd>9ok>Q3?+S|Icqj3=Ed3U7#bOQz*W&FqP z=*MnQC}aQWGHM*&B(SH=W^p8F`-;E`Tg6(>uT>sljZQO38C{K`wY_Y8so|_(7X`w8 zs{_xM`u#w82*CmbZ9|+=?qP*9M&(_=UsqPxsxsum8r3b-5iebdACH=fREG~wjxU#6 z%^x?9>I zT1}#`8n#)#%|>jS4cd4MxvJI!Die&Svn>#zM>P%0j3z03O*X^fCp|Yb!r`LO2G^=0KcdBTA4!@2Ha>K6yPr1 zxBnXDXU)bq%^H}^uVmy9t#^Syil{*`%hmWwFS`X|I*dJ9|P?fEt zoO!F9<+3c3y8+hC5GDe(vWbv6I%Q`fk=hzvR;p(KSQTeF zIw@*mt0nuQ| z9&Iz7DCC9-W&P8vGi!98Zi>K3cYk-_?RvvDqHH7|1*=trO#|wH{;;5N_jE^}6@j;^ znKg*e`^Yn^SYwlJ(kvpK`m1uIn?O5a>) zB#n_n0pj=Hvoa4*2;&Fm3~&S#bmG~fg<+*0$x0QjMhOYmQR{rRT>{D@wI7sHQak|GP<8{E^G+Brx0WM+|ED5o>*n zMgH-EXCLWGpjFs>*!SNnaNkvJs7hJWaLVaoh7bllE6ey3t&^ycA)qtGY!s)#xnVG> zV?blhkbeKY=H1qA(!MT zjH>;afr!lyEOXld9`BdEroZH zDz_Pt=dpZrOL>!CmDsjH?C4l7pH$R^Rlc(Q!?9fcu<+~A-#?sGHvPc3UYMr8|DJuP zFgKev1=}xefk%y%<>iJk1l>;{rS5E=%~B}}mor*2RUfxm1cl$y<6=ru^kRe!1w*qW z+ANW|p0Z{3@PqoU!p|EMSJNkVD-~BcIDWoTx#wK|q0UmO#IbzTJidI?T4`BP*R57p>zEl3Fe`4a}-xT}NV9P6d57Afl_|@f+)_isE3fv`gn^jf1CjmaC#AjIM zEk2j%Po3KMR93hh_(wKARcAInmBqs-CXLZk3nd_^4*@PttC5?F!=?D)!w&%L<_6{y z-gtwhJN`F{BLoOe^m>+Nx($o?_|aYPJ^@?(w3{Sx!jJfW z*j%b{CS>=!4(J7)nB2+8uyRb0g@e}|Lv$wRf{ zVi`}>h|443vnc0r^qY7A_Z+GiXtuhIGOJUOc{>maD%6Wcs}AxjM;R*fOzX29{p`Hm?^;(2584cbG}J#;wH1JR)NRXzC{p&yO01(0 zo6{%(K8hoG#$N5dWm04ic0-ke6j6WmX6HLS?b8 zf=!vM9pF0UwTh@~<(@j|l*76LG|iC<`zL&ZrdAaGSEa4iy}&l?CPysEy+kX>ViZwI zhd(oXxNuUvb#J>(FI+F*>1$Zxwr&s$HE5gu?ttk_+bn3oq0rULN;kG@iyyhgqg+gFVHY8c2?jSv zaK{OVaDM}t>A~4>~)yEolbNL$>AvDrbpLlW3YlVS^?zk?9j8CHFK#@&+id^rQeC7Cuq(73)FNpqz<~t!hX#UlnlTNahX{6f|qt5e)|2 zO!{A70am?-jE*kVC81`->f{jh(Pk zINa;le2X%}YBBCI`|83CPD)B)LPFX-IT=|-R&Y2nW7Ow4rx}leA4Ev&a1MCCVVVfxxqW{?i*fs7d}+WIcLBN zSM7yCZNIs8eU|^%d=&6pOfa_mXS#pg;{Ub2_V{th|7)%H_?!RN@9Fjv*15PQ&7->H-UH*Gb8$^Eyv`z#aY*DF@K^(Y1B42agc>fnGUD>A zLGdE~s=(9PwHp@`ZRh@Twbxne>0q&#k~fh##8^p{!ceD~{?Dgul%*W3*v+U_yMCEqXLlG+ zD*3zp_kbjr!=In+?!4Rk^P7YHy+g(JE!s3o%fB~nU#5f1qq0qQM8@dPxIB9Y`qegT z1ZPnk4rio-h8N;W1cz`IYqN%&@yo<}Xf~8VyF3$d++9W^%p}C`@Mb5QAQbf;b})E^ z_IGtr0&pJ1@mt%h!eH+z$_-lP^8?0C+O{`f{$qRdB8qW;);)56LrM7V{-*x;b>aIs ziUsQTlU(ZZ>bZo02&3G`U@wev-KzULjl-c59owvth)eTCbukYZRDjPQL+jt_GGsr| z_(Pj@_*`aDE_{T3g;yF2?*R*IsOG^PmH?9p>mml4DPM=iBu+;bi$BNdNVf@Jn)-*P zC~$2>eue}P1*v+V>MtXiL(@{jfC*AwEE=xdQG#Hd5J4+fE6#ps1lBYu|Wvp)+2gQb4X5SMutt0Gk8 zQjD~cLsc@5746Y5dJWpqqmP6=uCYro!rWJet6%}j-e4>IDn_NYk~9~iG(ER1y;g7Z z0x~7qtnq$6yUs-hKcm@oGBWck;+ST_t+6ZOxYXb@n03tMlW7zt@Mnp*!cRRh^bsmP z2Uj%=34)WCrtx8LCZ-%wfqN7EXshg=rBNVs@q>Ai5azmdBANnvc^alJT48FIEIeo? z2gP7v>EHXgm}*$wz6S|C|DfBR+WD{txOC9F$qo*_dkL>_2}gzP#DxfGds#k9`qrwH=tT;u9Om8u~s zs-?C@r(!lYI78R=b9ImFPzCnh+$h`5D~>iqYu;ff;+#9E4Do`*e*x`KUH#6~@`0JU z#n%=B45Y1&^go0k5t$vUTqKkEP~Uswh81L~^UUXYYQO6N#>b(Kt4P9)P&eZ5;Ocu9_5XTyQ<+zM zG=TK9;!5|wBig@4Ntj*|DPJK3=@8CzmhbZ53-;80k(+VmJo^ZZPgBcaHi>A+9KEeq!Y z`+Xv=+@bSU1fS<;e{2~CdyvBa?a02_nG>sd``6t)wM(6)S@aun;$fhu9XFHivPeS3 zYc;bPXF{HJm&vB9SY4eF0LU*Q1MPQa2`Ci1XFP_R4&rT4^M%?<@L^ZqCR-B09`ISz zITzQq4_6)i3eHQf-~Dv(=I#FOaOds*@UMG+L#$@eU&ZxLBA!_c=v{Xit(Y`_-@%tg z>maVp>DxhIB*F}6*s4g>i?;cBFi#+#CANJjyUUrFxZLGZzRl9HIx)*=abVAMv?vfeL7+E40`WFW z@jkMO{HMX}k4yb(0YD#uIPwnLuY%bwy=r3t&{B~xpMJ&@8QvKg(KeXv8cRM^ZWtIS z3c#yi=FB0qjS1@E!pJs%n1@mN&b$YiRtoUMT~*y9^h`-Yd** zZ^hj(O1sOsTlrFqWD1VX-g^)AS(fH$kj55ski@fDpqZ>(iOoq7p1>Bwk-zYqWXq7S zX`f#OGfxVF0UfFjhiE&ghgqs8y{pHu-qQh=+OR#;sfM$gOf^iY7lX)l$)d@ zw~YInnwmR@R7ODU9HB|8esn}}#8D&{oeSKti(RI=$#C0;?;+(JG5V zVa5#KzRd(Aw@v~j>!HD+f>p$GEO(>?Xw1xauG+465qL@cIoT=@en4%DR?ywhAboDm{> zn{O}#Z{F>_M8X5NVevLgFQU-$u)`To6yu=78Qj*ZD*!p;_CODnu>dqjiFHNh>h=si zV6`2ljv`0DXtT!i=ZH!eA~N`sJ}!hvP6kD7hsO3?sbE-xCp^A}Z1x)KckV!dUxz(k zBh0-iDPYAk$_*6Lu2t<65eib7yNW8k_neF5XRY}{m66tRutuu1=&sfS)f`&iNjeX> z&d>+LEDD_K7ia}NziArg(9SCX*O#&q$C=2+BF|IrAVY8HOgT1lfRp=7Od@}}_vp3^ zfA3PB%E~1)kN(iYnO#%!Xhp_co^{lnpu5w=?!BPhmYr9sl2N(n^C0dPrqs%ri19SK zf>D_0m#>#w8O?FAtbp)`KjIYUhJHB=ZzW8FJk>z-2DPFIa%C!}TBStfF^^WF4AsTR+0ckRs7fc-14rUzOUu-Nh>Kg-ft6u4umUxC2mJ_IqJhoWPD4ht%Ki7Zff z74;d(O4dFGu;=l}-vjA9`er7QoqaX4sJxDaE7?tEIpP8}cB0$b$m>zNtEw|q5AYJj3^%)p$l)nXbK96as~m99i_pESqct>XsivOcKNmg>~6Q)YNZ4M*WQGcg1`qbeHglTO=@R8h0>Mu#*K(ptJMr7^L?G zZ6J(&6Tga5S~zLmq;bcRZV`&h*#0G(a>yplB2-j@PFG@FLWpb!N|0i*>Bn8J}6q3lt-Gz0=>lL$tHj87o;Y))Pi{8AlrR73Pr8_z8@s!Y-v zORhN@)i_XwXZB6Nb4I_kQJN1;o0kzZZB9lttU(z)Taz++hSIjRN+U4>Yiz=(-mlsa z%t6zbf%$;6nO9>;n|M)q&ti*SK~ef;jJ*o5l%-Z&mR6(a z7y{UV^UVQtNppF>boEbwlel;@q`1mdrh?8tCFpt7_M|YxQ6`*QSjn^`Lf1@6uF(xs)Bc zHT8hlThPW5{ifpdn@4IR!RyWrUV-ZB{^eg|$z1#?!Z%lVZUyhg4pwIvrD}$xa91p- zyE`Bzs;$Sn)^j1c7ioTc3F!z1$wbx$vg-fZ*ih-5Tb%}dtXm+3? z)#|_m1%hU38uF!1#0OeOvijxGLs|8rgAMtc*Z6L~*Hu299Q0mjoeR~=qlZ-OLP3}a zH40F@mddAWGA)!3qcFahYW*6jl1C3EH3?}hR3Y>@h~|U8jfOVh(L+TOKw4p40DUTD zZGhR0B*cI8kp4j$w%b3wdg;MMcZ=!Sn?ON{3+d_YVq$t)tjOEVZke#1zFP7NAq&-| zHv>oj`3a#yb=I|2%=_pemdui7L^jKQ%g-3dX6Y{=Pv}n~hL!p^g{&Bcv4E9BG#0V) zzr4wWz0F*bD)p#INgq8F9~h57Uyw=>4%I9aVa$=>S+W1T6m%yv&*Z z_aH9H2Hxf}N{cMV?+mEFKGpequK)K|vt{J}+}hdRy!Ze9HU2#m?#d7MSjdW37z6?e z0XV5YL<(T!2-3KSBR*MQ4!9tY!s(< zBf|UjGb~(A``3sBmX!L(UezS1Or4}XdqGo+tmURftytIA^%c$Uwntx_c4yyv{p~ACx6=m)p;1=88UcTqC4*C|w(-PcqOvG+@@r4)GR-d0SEwD9Q9aEr<+bx)4TM!|@PqWGb;e7-Qh=mBjLMaGu&R$u_5|DX;85SR@i+WuU9Ry=h9DYCiS9H` zDxv_@3TzeKM+gD*D9zI7kpZG~eg&RiO#=_;;+Zr?9rvkJ!Tl?B@E5fb3j)!O$InPG zQ4-rottBm08zU@Aa*dwBX{m)o<1l!}x9pob{RFF4s^2JK+a+iQ|Ef5ek>H^urVB<0 zp>oI+R_Re1ph;nJ-ofM0niM9Lg(z`JB@lc)!4XsG^#T5=5NC+{k%2@cWa6b_`y6m? zA}hHUoY+BZNjji2eV|Po_aZir-8;vYi>Sh6+laX}?78r(s%Bu>$P-ll9ZM zTyPpMj-M@{D_fPMWU8F_&+ghl7@540lrPE5486WRhoBU`@g9B862AKN^6_6XL;SB;>myk#W+LY)SE?no3SQ zHD~C%_(w)NoxzM=WzWOp3=c!Hu9+D_wS>r`&;-3fJf5>Qb)%KDvMwqfFSZ!CDX+*T z-*Pe1Zp=apPlPLcA4iwAm9z|=BTmcB4XJuB<&}9)_0#FuS(M9rz>3~AVQI54(fhr^ z32tcL@0ve~avan(#v;R&EA;i(sI{|-{sA?wo-~_Hwc1$J*&ubAyJu(mP!X@Su}Nyl zb#R6!^pB|3+_X~IFcrP_*Qm9%p`Rt5^T)4H^J=#*PgE{jSs_uxH@3G|(Ko1xo8k8>N(x`iGi_sorVhLNPl zGUX?c#QcTfr0@LKB^?F@<7FoKBD_$+Ua#qX3bO=BL)z@*~ zA3vhj-92b{0y)^SuBU*_uobwP$ipPrRw4JKT}qS=aSTQ%5s zqZ%CrWKv`+Ys&N}Op{vrvoEMa>yvL=6y6B3q#8L}*x94Avmz=T(1#Z?RMxAlK?Xv- z_LigeJXrj7s1^#P024o=26@=l=-eK|td^o)=HUy4e_b^Y$Cd+ekow<792NAVI8i{l zfi_n67DP9qH`_({brFsmPHDQ`&wTmjBRqK64O)p#yR|sVYi;XH7U^OG=t%S!wbX&p zH@1$Uo}+VBTrNTR6Z9Cx03R6IXDuLPwt$YAZ7j`Y2dY41N`t_&kF(s1FE%)#ub76Gea_ z@5rO~tZVn?tE1pHU(0qVb=k0Iq0t@vD3(C>jF1;P0}L(Li%$>AT9_fP2mxA6bTil3n-y0Ke%_#l^nsv0U|79#d?YUK7J z%KK4TD#bS%MkeciC(MO@B-uv98tuqAldhn28T6ZJ5|B#6zx(PdZdqYd$GL1K#GfU8 zcO+H4F;k&I6ox%6(+ab79#xnHNk#|qD62JPdn|p^HB$>Lc?|r`*&w0Yt+c=&U4#m; z2n)-iP66|s+|`e=af+y_Kp(Iiw2iDn*HEJre_y)wgmU`><`2p2zsg60|rrNW@4YO2d(6qv)MFJy08X$bcLPz~= zvv19>ru60#LG7rWdTV=w4W~}pR{ya z<=||bYsSciJ+zH0QLMLZB;y=w?;uQ3+a_O~rT(6|)M{&Z2hJklDiz`y?j=nT0nQc5(uiBbii`Qexa-rYP5Sv= zJowQ-hQh4cFi|J^f|^mCTCB-;#S&*EJ-oR#y%z;Zi?-{3s)&3ecgh zIS>Ukj)+|@ha@}WQd+2^1x@$`yit6DT`j>oc$w(M2lC%Xfdfu>R4eL5ZTnm#tIZ5=L1RjnQKX&nv{(zQR@0le zG*=AZt&lOeYQ7GoD=z1&IxSwz@#^NmjoYzJ{UAKx=qfEW?o%QEP3M2c{=blB;VvA0 zm+}8?He0Q2-T$|>yRmWa|NHCv|9+yM?frH7>%RXGpd`wRyT$`^?*FFg|G&A_+Pc60 zU(EmiyAV73zro;ufLR)%R6v9i-PZ5I$N&B+f71Og@_vJ8P~s%Y8#selSZ4WMV1df}zp=Bq(=_6L zY;WA(|6k=Fz47vSqjhw|B433GE3#Os&`8a7iVkQ#yaJV@kOnSRtXgvaF z#WQG#&^kJ~PRsC$3>KHyU_+Z15riPbSS6d52nW(ER(T60CNt}tnwRY-9?ixO`ha2U@5up0 zWZy&guEUY=ohM?yh|4?JDgM(W%)>GIh3wu9FDGfC(K>F#B6T-Tqi|XhXKhx|)`3^{Q4c@4iwr*tH|SkP0+0VF7oKKW5{0QKt>d^|1em^pw_%~`1W*>Pk0B^pygq{l zON(?mK8Q7510ZTbyx_POdu)rc0?pTohA~XOgbp{djYO;hD8#cqDqM zfai(|Uo{)35M_Rr7E;VuS`-0vq{B4}=qZ{7{J4}NelX}OP~KqS9_V@L z)b<|mNs)~}U!ix{@)s=bq_d%&@)GSJv|{-%v?BRrwIcgj@k%7sL95P?E?)Hmq79Mu za#ao?M3?ZA*&0gqzNa{Q#d361mZh#=?y8Q#g4DvsU{X~fCnH;0pG=F<%FlGx_&Ion ze)o&g9sYXrGnb(?8mMWzBUYpI+(nXh{Exq9fh$_uH3 zMeZ;I1QXn;;WK-tC@e@C2ON_z9m0b}>(Va{_&B8X)uav2(8J&TLL1&Z{CU;frOkRJ zZ6I$G#T`}KgsVJfJuR_C+LdQZhChw1!RwYbhU|lVU+{0svbXA#uxW5qjdSRlXn`Zf zs&%tUw*(Lkt9|y>Z`Yl~+G$jj>(SX+mX|g53KOp`*bxh!s@je)>4?5p9;mt|x-A^- zm@gnL;*SvdK-c3$_jF(Qs>-|HLIp<}_)$L1niT=m44AJ~tcjEfe0Q_=;D*z|JO~pB zDFAIilD|$;ro;uARlkfO>i9JwL(o5mv+$&!$CJ`U_mWOD8f&IgSL6*MZ9amIU#EI( z?^080W{i159Ql@>OiXd*ID~N|)k`Ld~4d&foAQ0xXsb~ifa}t#+_V()Fs}hmR z9%V-5N;n0xmeTB21%RJi#1mlht`Uwa&RKL243b<)D9z#`;^bh#JiY!A%nTv&ahwu5 zmy(O}a&YuC+3J8!lAy1m5_L(3$y(8ov4;jhJp6Q7l_H7z5qSD+G*@v{&LEtCMf66K z%1QwJ#p&Cw16i&@OQBvxd=%bZ)|MG}W^ikzR<&Kt`D7XB>b@%M3w69R9AaMis zMZt5(OA_>uRQv;%XT5!hCSjaY+$eDEX;zMy?4`JCG&$A;3G?IxRn+qwbSPMQ3et{l zbaXhcojT~Aozs6Hg;>SM1b#7$vQbY6tv~`q@_>!PSwvqkOk0Z8_#v4SL($R->*H{; zveL(Pmi;;mv|2xllQPOze6r80`Wp4#BHas0(Ea5@&^{E1P(ef1uoID{Oo#uO@XLf<9LEK{>YSPzg$4TEFXm7;+C8QfErZ|uEO9!@tBvSj zbXv+|%`T?(Q8l*&lON?MiUAppqCCcN1($hPv4z+_{sNH35L*qyw#plPZGU(*Y-2vW zeU6{VbHlDR`U*90*$>6zl^-r2udaOa?1$npMfdFE>NkxclMHf3`f?N}5rop>jCLJ3 z2{!mDh6b24XKv}a;Pd|lk)`6+?^-{y#ge}_e#F6wF;hVgj-MOt#__TN(Jz3P?NiZU zSsLQv^O5tndZ#L-9Tl&Y{&EPc4?VIF+Po)5gRsGWDAwNnaQV9**M2D0epun8$f^`? zKtlaWm&%lu?pMMdqF0VM_@^qIv9C&*D$xe-unJ>{N(QnJ+v??ccIn*LufCqQhiZH4 zCR#g@HcaY*@0j>jwPm;#I$L7nM88!#C)F~xj=!#2qLc;|>X2C!$|iSsG8JQoNiRRJ zZa$L#1B#+1sXr8t0Z~<-f;52j2yQ)!bWCgven#{|)d6*+EvY^j+F8}9uqt==^!Y-P zDGAmTX(z^Jm~(hJO$(JH02Uz>5>WL0A!FDlVICDUb{S_JUX9{{P-CNLnq!|k^p`*V z8ECYAn1aj-vhqae3?2w+4n&B9g@vmm0+L3wl* z<y^j1pHNgomnpaoh1t5b?t0FA;3 zxB}RPV3DrM9v?*40BF=~5N8=smP|qM<43R=s2A8%P6Jm<7wQJt`yi`eu+EwI(+DFX zjG$_$$VjGkiY4iDNmvaqsFY3#reQE)(#QEPPc(qE40PilMPUTa$>hb6I=VqK{>sRo zt&cxLA=vuUJPhS5h>7S|{9K4Y;Q|X3paaU`Yy0}{;z!59u>QnM%?@oRrS$l~9`cBX zKI9W;VpwTx9OIj*MN9L{IJ*;yW)&<{fth)kj}^ikQYy~0w*O$zxyS=VF$-L zl~0X-`%3=(xIeG_a>L#7 zV33UTmSjWl|GJ@zp}#M~Jf%P5^en?a#bA>>BQAr#peUW;F;SQgXU`Dmm-?3jHs+(o zBhjje%2#C7toRqXjQKO0h1d(t*;H|cHj9Zo45kW#D^^av)*V?aZY3pj~b7}*Rwc@*k>@Qte+RO^adjWkzoqw&V+DnW9mv7kWVWV2ACBF zfeWl6rc%?{xK32Y9IAdn(zq%^a$Y>*ewd_}dOl5iDI1MW1o|l1Rtpoen^ih%ahn;y z(P`Gzo42egmv^UJEW0k(%#`^6Ijs3$%Pksj@!8OH@*-6T#y{HxEJmS1JwvHgqlNQ+ z-dp@HWdDB|m+9Rk|D5apv%9%#`2THfY&Gxg|9?gMe{tSmS^wNy-`L(^ABh<}8b&E~ z3cwV=3|sq?WYz55_p~Nh2yhtX7fG}Z%oievVwzK1^?rUmDYIc7PDa!^2TKMpF#zla z2gm`7`#y;B7);r*RwQJp!urI59-U4h+cKL?fak!6q^<^emH|S4PLcReqp%nOflsg; z{xd2dEy%}@kde|XN`G9X19X6whQJ5cmy9tmlva0|P^+4CL6UK|r&R{2r znE@n(BCoMY$9*L4^bL-{U^6VZL8ItuJxYOU#1gHMMx2epjcqwK57P=n7UP3Am07{yD*vc05QT2WLIf~N5rwQ4QNocGs=qwU*`A$9-^MP3aGtTtqgfB)1}(KPv( z3PDkrB>cD~uz9TR2^KDlF)uO(OM}sB{XC1)l}C?c!323Y=q~e)sZpFAMxc!f9q>hi z4Ru54)~j~43Kr1zPeTOq!bk-%2|P>sligJs_c~fxt(RHvmfHfr8$kGouBF=GYcU*GCBG$jWp9-H9}Hp~s7^CJ`3g|Lzw{ zpEor$%u4jTU-U`1g>+)CD4~p<=;QMG8Bx%{!|Vp#vsy5|xs1 zmjVt1y`>nvr3AgLYDSCrAp#YV+)fsILWMe=4ya}5kk~9sDqFSh@6SHb(os4CkM_G? za660_ZzTO4H+-U_(R$>s8=Kz_2}=!+21d~sSr9CU2vVc~#}=m`Oju0?oEWbNU7e)~ zdW@_i%zIr#vULJvFP-lUPv|DslmT77>)Hw6x>ksmd*h%i_h@dq@;FgkLPs-=rd8~s zLZ+NJogf`~VCqAHI~K2wRUAcj3o04U1bj4+?!7R`691*2RNq@}I5y_)oviKe#*(K_B(-8G1;r*24!k_c!Bj{r+DJ?+ynnfB&~Pnw$6c|Nj2p z|NFJ>|D8VgOWptNO^EfR#edx1zJLFJz55S>I=KJ&bcSQKJp`KhA+-{Of@XcAzOh3- z4hY4vn%fCM z#S*>&r#W10)@l^y(O_MU9m!kuCw!KJVYE(ULDJ}0y}T}MxqNH{A89Au&yv$97qC9f zPcxj=RGjPhl<&a zQ%G3>ZPKW0Fd%CX8$od)!D%@y@GytHSEO(7axdaC%df=hV$p-r;zHD(- zpi;Bms&AT=0D1HBjcv2SFcs}LHq3H-+gODy4t=9AA(PvJb^<6d{)}=m?^eAfCVpP5 z(?ERJbXBcw(IMPp__|%+s<*^;F{MY_zHNM#`Rt5OvMKNO%+V4*ybVC`xZOsx-fGtQ z_TWCeVas4 zK5zMhxVQ+(L4N&JQ{Ht^hogY1N_jRd$?3VPOlL_lCRH{tWb%#Cr+OHbp>4X-RG1u? zpY%gwluu;2?!lLB$JVuEJF&6V4fz(3V8PNMF%bLutJV{~TldWCt@uBDb3PLjSk3>n zS~~{+x3S&Yz32bF82`5}Q0qD;N`Wj&!qY5=Fu@Xzen}f)VnyIqjZJ*xog6}jJ52GB z$hV`22Naj$aWP9PF$J{pZ8n{OnsgFRq9jhERf9p@;0X0sAyJ$U7OU`+nEp?&gFl@@ znqWcRyXr}NowEvNV);HZ4tQRVf*-E#*ui&+x}4|;XCZyaE&R(kPW#hR@Dlg{@vI-* z++*F}vizSjc!WcXats%s#r{n4zl{yU{(GmnbC3Uj9sDn_=w=OLvxm~&mQu>i-*tNJ*?Lo^?HL#xy&xg;^B`q{M11GA8QZC;bemO|7Q<9&-3;w{&l@A zzq{vo$Iokro_AP#<9Tmteb4Lf^}Jx$uf-kDi#zbgd8c;ldB?TD^MYE(^E#vf{0YU0 zUz-M=H^qO}*&x`$8 zu(x;Qb-K`Xmuv+7kGVN;4o90lMQlgj5pMIG)Z}gUdR{N_afL4J6vMUXO1l7JAoz3d z7-KAczWQ+=d%=hToek|AW8|mdFj0JfF-_O=x;k9QcX1r#zPu?61_J$t3e;gPqE)eo z1AM2P(~##<_%n4g#nNq)v0<16>e;43Cvf3Ux?(e)OSQ;--0OLd{g$#{94G+`;QI3D z!I_RAJAmUvJ^BmI8UO6kif?OO(W3#Gu|KkGR0SxH{Uoq246f*2&&&LC-~4)T?#r$4 zM&fQM?(Kh2%JBlB9AM(5bOHD|Vu+VpOpJ@|1v;?sq4xr> zo3??BYS%6abjh@bcF{2LfG5i#@nE+@-b!d)__fUUylh@;8=4Jjf!EvJC!OIh=%TN1Bz643+|;C#8q03bsQd_?5mVzJ!ex_HE!~N2PA? zL?~J$%^JR&-NY0DMxFMJf;WhAgU*c-l#6&Qq{X<|k>yttc)=*Bm@avOD37htFAMQb zP98o0UfUR%a5s$EEqx1zFeY8MEo?wR_^9?mdMP*Ux+siqxA6+Rt2xX?>mVM^4>EQde6n5!q zw@rqzYd`VrFjjq*>~^VV+1qT(oly}AM{&v_ncc}pbl6aO5&}AH(KZm1`+1wTt^5=4 zIo~rN(pmo8mlzVI(56%B;r@3=a|9?69Uj>2XsDIIRLE66yGEmPOcKAgE679XOh@FlaKtmq3?F@lU z6w-tD(pi8X1R>SI_|_&%G1&p>>B5wHAQ0rI_O%<#Bg~z`P^&hD(tUvZoEu?C5v2hc zq2f?CO=N+ZLa(3c>sUx}V#=);J7@88`0F_uQnBT@AAC;)!NnWH?8~5H_6yv0+?gPv@Gq`Fp}gkZ z-zB%^PaKj#5^@&QT`UgY1ge(YT2z#PYL4Jy&Y3QJ^@PO32CJBfAQ+r5;Osne8wnp) zGRz%@@io1Kd}rP~RahNCXlsYZWk8r|m?&zzWi)O}aE2HDq@%42sO3~)STt?R@?&$> z9xG{VBThT1Z+;yIwy%-$kt%75cCJf1_IlnEj+A7D&uc{sL?~@IrVqZs(_*F3rf*|U zpLDMrIz`*DREe^GoQBTz~Iw{|wR4f+4h*7iO9{{`uP2M8?32v|B< zR2$Isj)5h35;$}Ll9|x^!1Ladr!JUB%x<(jZv&fMZMG#cU7$+#N_E;~7Cl8~%vJTO z+=)FChxA=M!S~(91#p|9q036Bb8ZNHwT>)?2Vhb1A+Q?G9eMA4Rl*W{Yklz*;p0=8 z#<9uYG?9A;8}4X`u)0YXlVJ25-zLgqO>tZBQkp53i^@|I)KEuoM_Nf2lNgkG>zzp$ z7XPA~-D+?I1n-It(HnaKgry*$-uO9&!NT5fp z2mI@{YtC(KfU+&jyhbsKEq!I-z3*N6 zM`4-!)b1*wjMZAKj(a|V*L~@l3cVPBDL?;2=57p~u4)eD7-`pH)U4MT1;65K7P(8G zFdJ$stLU_z2CmxFxK1d?ZTW&9t)3du^eKL8f>- z>-@&>8!^VQsWupbN{L;?Uf`Vw>4APS1VLe;dhp37W7GM-&QI(+uQ&jJIQM8b_)YGz z_HnV-=R>f-_TTBna4F;1#jt5c;CK>$0me|(ka1@5IPd&+AO65QPCpw14m&r}i@<{ZK+`7@hQJT55WuIklE`#Sie>lxv8$goO-un7KO^$^wUWxJYu z#A0&2*R%M)Qaouo&{h?Adx4@S2i6uu8}5HhLH<7I+`9#ScKhGUEWe2IqH!9f{n0qg zFMbXGzt-mFrWybJKK|Di)c>pJzo^#Vgq|hU{oUshwWoP12)V51Z3V5sf(~V0W(CU` zZW*d?crEZQJG=WXYE<@GHjrm^w_E@XGC-%dputHA3C4B zW=ytp+-~=JC>OI>v0pTcH!BQW*^XQXZT-DCynilkYyZ_xrbP*X|MGA$xf3Ulx$*yv z_+Q&QJKOj8|BK;&8wf0A`=xiV&_mD#9XxRU9Gy`DSCN@-2NiLvoc_*k*8;&TGWoP@ zlrF-1^h7Wk&BFW*e_>?hA&7RklZn+S*{(KSz_&fHJCg*mqrvhXF{Ys2zBDYgstB1? z?OR|y17T?Gw%v1D>ys`xyJpo9Z-0`3iOC(E7TR0Uh3R~?jXLW>wThlM!Q*X3`7J^P(Hq%oIfDEMhpC>|QzQLg3P28nb)a^F z;ZSrU2h%xjC>tO<3Y#)_ahq^y)uv3^3w3KV6*p}E4>lDLa9Rme%}4D*m_}3^ii%S0 zTg6as&-d+n&!sRhpDTx_g>6X`(e+AY4WeTQpp61MXghr)grLmk31B*Sf9Tkc#WsK@ z*Qh+I_CnqY&H!VIjIm!e)N#u^s=yKqN`nBcitv+SqN%PFd#mRiUUlqFDz;IyZYv@} z9PhU6&ib})ZGy^*jX8PRv7dovgEP-#q(5_!k= zZVxvG?))#Tg1lo88QNa-V@m`&?OGjcu5C($fCTKVyG}+{fPngpk})Xn+?jMFj~LES z-*bMq<^RGoOsr>${KuR`Y)wm|fEOzh>*6|NCf%-MQLd zQjN#kbEo_+-3;#|FjO4iv)AA z9CZNA`K_CfwIRr3XOx2jY&y(F*_W8!V=s91xklkAmV`R~Or!L<4T&ji`(OzYuh=*} ztqR+(305>3UZ8u)nwT$T4j*EB5|5oB_c4Nwb#Q473b;JN0>ZBuVC z&+~mZaeAwHPJPcxwcPXVpHKfgh|kWX?7W|!{@dCy?SHm6@8f@bIr`5A0!z_bzR!>o!=lgDND;^*2R`i(r_?)lP0{d^qWGipC|8tT}EwCS!_gpl!IT*{ZQ?!%z z96!@VRBp1tz^8#j;qUeqAu`1xGz;~>+aO`M=2+m_*0kt4EfLpX>cMVzzHUP?t&5b2 zpPY9p+snagPRgK?dRFRQ1+M+5o|hU-oEuKIubdW+ig~&bV*${L@Q*np#bAeFGm1BD zGXi3jZoi(MOR(xlj$>G*4})1pHA5f!nD~7CAC365(SJBE_pfIEx3RTl(f@4R(|=!* z{xd;fN%~Li;IrEQNw#Osm?Lu{)6OYgBnYyj_)O2Tra}&$)&PD@)uho zO!+Jpjio|d)C`Na{&}D#FV&3roR$n0Pcy~T>)=DXw$t{!9URPWw=Hdx%?e7h$&jOq zm?lbeh~A`A+iH8>79L`|Z6+}2oz`MVT*>5z7)q)P^v(lIv_ehnWLvqg)X``UDF+B_ z%5JB&<$K)J4a&X?2hTHbths*mSR*JPDq_+uZC+_SeRM%7=(>U)R#Pvl5N9P!AZx%h7x;I_Ei*=Ew%emXaqH9mY|ModFpXPe zfu78*`cQ;mwmM3`{j@IH6U6{nbYzoCEj0`y-mK9qMG*f>Uk%BurtUT6khU~$s>dnG z6|LA%v+xjS<`y~<(~x}D3aR><)V6N|&wkC4@Kj_?wkJSy#4$L~kF2knR?DfH9a7|D zmqhwlOxu?69Bx3{2$!ueChFN~`4w%D!btC{z`6(}-bc6P&vieBcUEHuXjvCOZXBFC znCU#Ih+%`rmoiY_yZU}+`QPwPWq%9ke_I=7{M(P}NbOY`-Ai%0jj|PB&Y7uS#xNSrd4ecPru~6Xb@;_n>wGexrer0oha} zCw}cR@VrZ6dR|di&0}Ht*Y&2pH9l#8C$Z@Mc5qCt1tK50qBFHkq9J&tT8-ftMORWx zvty?>@0>tdJ+G7cJTb-*3+ik$YPad@ZJVNK1m9wMeP13yi`T4qC75xf%0RK)TP%`P zBd~@rmv^59*97|h%!pX6h~Gwzh}KRb6pw?qKJX5AgWILhfS{!8a2S#OTpDwMxMemI zd`{SOl+4%9C6T_Sk2m6*b@`HH8)Xaf08`dQ!qaIHUFIDxIpe2+19*VJr)`b~xAjzD zai*VE8vrPZn5)1Nr|b1SG4@wa|K;Iiv>qnIERW04_znyJ=jea2uZO1p-QC@~r~kej z{bvJ#<%mGNhb1ilJ2J5ZNOiGfm7-YKiBxm_HYMq?8VJ#uxSk7w+tTx7^LlWm4U}z8 z2-&t9RK$j{i$tU?s5I5H2{@P_*JVnl#fq34dFH8aB}H_Fc6EUiY=+ zvk-XA?$gfgdKQreDj*{6PCCnRT;i9F+%qEB4TDB!PUu<3)Nc<5s~JLE)bZ!1rd;p;T}puF#DCk~HQ)cu*1i1aOTYiOmjEfvZ)y8QMZOBl z(J~%KD)EMg&uQ+oNQQe2dD)(B?oK~<5)SR^AKeOS=iHqwTqbFiQ%{0#(LTdt*Et~hpn1#9ZdG^>PVX#i8BjTYM&rA@=BK(z%B;}8YsFmtTOrv0_8(N^zP$MSUFwFcYqJN4-D;@-^K zpSw?IY%ckHj?=)1J6NsG|KwezH~yfpZ&%MQwSGASU;jhfF0-|*MOaiUFy*&A`H(z- zkWnrQkxC4gH@Y_v1-Hx}?Hd6jZ$HfIIYZOU8~eMC(0R7=P||C>w%pxG+r9)XBDoUL zjAy2p$5olA(nu7?w}n_7+XHmY9VAg2(x3nfH9b)?)cJA0L~aAJF>Kg+iJ8F-x!a*R3-TfZ48xjp_{oDQO^JJSBoC4|25rz338UR@h6vzQ{QmYp3+M` z^>H#h_PM00dWmCz&keuwv!fF!Ts(Xp(a(~|8>0#OS$go{^A-KfO=igFw7L_=kdh=E zJ|{s1+H=%(e0EH4xlW{bQ1E$D{n>hs){p9NT{awNhT!A2zX+CAx-acm+K7gwgGI;M zOjBiPAa-RROXF3vM(1}rK`la;24XGySoG{fGYw!T_OXn(soJe*brxHh4wm+2npKWA z#a;W#G_8@g9W#3)EwZb24;o8T3SEU#5XRZsxO@r{1-2nKi7UpX;NP@p%~TfDafjd$scfjKqLVl+RE#V- zorcqaMp)yrx}$2#7b+GrQ%(pQ1~c9iw_$*E9^k;Qbl+!0m7#)S3NI4x;h&Ybt#-`{ zk+M~5rG!=g5@uMk{7y5%7ec(A7wtZ`=XH@I20Pr>v^hAVCph(Mb9J56maHN%O22$= zahUV$S<%1zN>s&}!}aiW*<0vL7M<(TpyO6OSFPQCShn3?N&>A-Qee1GJ_owpQ@{0{ zJ%5!;d3jrCx|@q2M@)IM-L->C<X2>O!o65LJQ97ZSLO!Pu&tsWQ22g-nku?nFO|MiIP!{^Ln`U z0<^G7)G2#VsiV?DjVg5lugj9q3_G4T#5iQsF&ukzQ&=r$NmT?zT3~aelgZ7abK(+N zd))TC$89QJQ4_T&#P24ZchT{@qC@3i0#RbWfJ@&Cdb)z%7JuN{_l|b`MQX-ABq+2M zk&ChAdj~Ha-eSEL&!yAdC-M4Bz*5-Zw_rI$9uR_jkRKT(nFkn(Zht8C1 z3GXlc=dk}Mqa=xkQQD8zqjVUj(I=vU%KP8iXl@$!e`jlB2|0-t^{FTrEPju z7o*L#BaC=w+pkC-YfzxHtoxy=6@A9cvX;wVyPL?K(n`v&ygG%gJ5jA`?r^s5R<5~s zTUD*xd$DX{lA!wDlEx)z_s1f(O zIk#UWT&=6FR3K%C9FusUBwzBJrB2(PH^tMRwdZU%jt11Fjs%(x(w^&tW`YFVAGa+I zed6GEeT(p!#0lP&1cw|8hDIayt8bJr!5$8U3NiJ~n5!X;#9+$zcL-dzEsZW%N@{a@ z@5zm7TZ(98f4PW3&116B@@_J^oy21P(6($eX_ebrU6^AD{vQK)x3O==tcO|p^j4WW zLV_>10?PtOaNjGrNbnmO+Y|rX*8l><(IejsCi^C_ z)Qm>HJ;bfezgNi#bm8mE<5&T<2!cXX>z7>}zqabYU01@ zO!Ks}zUl^Qk6&VGrD%v*()DwHv8cqR=Xb}FtGI(Z6u>|ij(t_3Ug6j53_nwuR^&wWZqMXym+T&Xs5|uxNa) zN_{ch-j;Hff?m@o`FZJnUeBC(&9)Kpqr9VB3E8LBM0YAG7RKS`7H|57A2F^;k$SWJ z!FR{;bYc*A`h#6Zgip&MSh0}i2z|tJ1k$;W_Z#g>FW&yCCB=_eqHXl*Z}dNhIne%{ zw#qXI15t~YbS?1SGpMx=aso*yL!&#*wL>H}nwti5j_}QC$j_2sEv;B^st=q6?&zl)?c&EMUA#q=0*yyIu+{5ZOek(Ay(zN#xnmywdA$w zpZk@v+b6zDcFP5pO+{cSSK*qPONex7Uksf{|J;&3?&#bi0X|YBz&vT=k>Z}fci>n- zC_F{t8%3qTmvVCDn*CYOU7ET}9zqFzLW!Yw$bF6I>a^0@4^R``Ye7oLSZQI7qi5h;4 zm17IEQ<~&*6Fn0PR7kD9TvDH!#_$-&9H~Aev&oe`+Xn-S4*(WBL3mfOVsseMQ}-JRktq+StINgxW$Et0bA?FC-QoCkjUHuZn?_P=RZ#RyQdcGoc=^>+#0^rf+xH)e;74 z${^u`3)=e@!{l$hfQQc>2i))gf9A|=;qy7-0#0*fka|NZAQEiQc(=>I+SL=SDaB^?zH?ltC?x`OwOX1nX#jan-bmM$6A`HPk9F9elPrO2f0K1 z8sH68ZOIM7Ry$itvA=Bu%fPMe?N~G@oHKIlya;Jgt7|8*l#>{@=U9NqhFkB0ylXf~ z$V5}@m;M58zyf#*BBBLL-Vyq%_X0{@8b%eh!0Y~zntqvAf!JiV+6&*3x03OWBapYm#(*YJ)_PhSHZ6dFS@lpSIk=}b*g+zd=F04*(fM@_aMeo-6jP!*XtTWerQzw}sXJ+~NY_H#cwLghDlc=VcfYfR)0M$x#|j4QssuoIf3sC4 zb4};z0Y^3?`^Xk%ig37CXl$Z(vT+YR%-CfHq6OSRi_yI?*Zy@YFo(F~-HAfC+5qH^?`d)Bk zR=8HoE-gLucDW`;^xztdM+CX>nZc=}?v6NdG9Nc4>8#kct((K6`&+%rJ<&7o< z)*SZ?NwT=2F5zTHPf2Xpt=U>00L}vLd!O*($KKT-*xP#p(~c_Xk7G)IykT$Oky(Qf zAa58UVCjQUAaCH&k@|3r2P6pYt*9nJjwuO(>t@v?$T1;7oGZ3H3V&jfR3L#;*WMtl^Av%E(#I;AdILwhv0To-x=xeP6ac@3Kup-8c*~*bHdG&>l`0 zT4A9cU}dUC0ZT3tb5c;a0}R;&QPvz2!qlbVFPTh&^;dvGoI%jB>h8${c(6k{`hY!# z_YL3B!dIfQ>XE&j86azcH|;uNH5UGy_}*sVap*7hla9%C(+n=KlclWyi-*XyaZjU>OFb5UE? zPKhQJ$ttU|#Zz&J*hU3wR7EdyhDdXUHPajrrM{NU^$}nbw7`4qxuB*p0V!O#r^<$Q zy(6`~>?&=;Y8ChH!XNEB?@2`j@Qy1@um*u3n5Ev9G?#~m*(rLoG#ZrxYYm#URLR&( zXG9~wR_xWm(>6&dy+8zm_rzj*=9@_fdR{LNtg!}^ytP-0VofSk>A7 zB(x&~@j;_4X}6S9DQS>j{L#p&+ev*ExtE2Q;X{?8_5JdQs^gS%h=s_FmD zot8=eZ@2FAzkOl)Uj>2X8356KNzebT7XcdY%jwmGvM~v2aT_x57@2IWRD4xNAmw44 z`L*|L7WXl?XAjbX0|@VPmG*Ae3ND;2gL#ZZlPk(w%hi=%H>(@1vQHXAqO3jjYgya# zvNoOmoLMOQG&kyN^LcwQSEnIyrVcF9?9dQ_yF>NJ76yUU!hqQ7oZHe5#iqpq*IMIN z%Jf)=2ZouEyM*oS5q`S=D81Zc7F#Fwx0i?*^wxWG$^&?|CyV8wsfryG$k`pb%RTX` z*c?I*wOdQ{w$w{6%g^mBg(k$eC>%&e6Eo;36U9q3Ik9xM83es`nO(efg?xBxw=I%P zpkeUM&TnOO!*0IHWmh$5HcTN762H>FrdK*lC76Ag+Fnq40>eoeUBI#eb7sfw1+p;E zh8R4!t@y$Az6k78_=+s0qP;Ck831Q*A_p@3(izN6`fn2EVUk42x}3oElgPk1^4})N zdbRjZyE~ir^xqew|J)$36d7pmW*KU*>%E1`^7^?wB>FPq&`Zef+c5%&TO}k#+w+Px z4I92(SbHhl$(Idlzf@i^C9sG)-n}#QjusSL7;MjE2YaiIS6WZYnvb*0Qo4)N~{ z=dUqnDiE|f6_(SMgpw}P{pGy?xUv6`MJ z1a3$AvmTa>{_6PG^`?PrA0m9J1s0Z`4vgy|N`<`9zy4>ZtY*umPjM z&cMydqqZEQW|OHaGd1I{QWri@O*jujP+l^j82rH%_w&@@ALaTGd<_n|uUC-Ygl z@)rhaeZ#CJ?sHiVP?Vj2>@yBeu)Mp=ad-!>^q@QpM_jP5#3p}7LUL{f3u!Qfn0weZ zL>WB1CULLZlnt1MO!e|M4d!x#Lp9_O4PAsD&j)o{o2BRS#xi-Aev${?}jCxJ4BrBoeaHnh9U|Ik*tt4Jbk>rlDC zW!rrp?c7!{sEC9puU;wJtx8ShjD)DLZ@uTrs%2inI7Ww2$O8GCdfqW)hL;AaPG7F# z#HDQHV61a>Eb-Xe#3TxUa6sVv3GHMiQb%mqz$9G+rgysj_%iE7d-^$euaDH@(+2{Ww$+n z2lxr>d2iZMh+w9zJDn@K=#NzWnk>cBWDgX_t69zuQdM>#i+?KG8*)GXSUL3m#8xt#~o zk{N0#TSO)h@yiyoUF8$@7cr;S_!L*h7U8`+Z~hB&(Vvx9o>Odl0NvT775+7M=G$^c zzL(GDb=qFUU%=)TEYD@bZ?)&oV_q*~|LQl>%e0~wK?2X~<#p-oM1DT2Gge#TrPKni z>8A_1dN_$ICH&P}GhSt9F;@~z`Dk>LVOLq%zm?D&um6_4TTS_Yo=wXrU%$-5$>eSv zKy0DhJfacH%Fb8A^H8a{sPO zWu$aj%bTWr${ftNA>3?nXfWO%DaCRR75D46EZ;HOOZiMhzr!%U4d1tuQd@-CO|(I zSRL6#n6TyShb5h_Gw_%#4yA=%5AKSvk@UFEIaS%tx(s+7=`?eDuDBjnWVuV6q?Oy> z-H~Hc$yh1`^;UxkYkEs}I1EwDH(t_%JD_ADhv(4J7mIE@?+{{&8P53>{=jk4pf!R& z>Si=u&DC5Etldq0R|Eh-n^ilSDcvQ`Fcfq*R4Z?KCc&9BXK_wlHJ`^`&yw1U6$I`A zn;C5&DZDzPPGuAX98JYK>FQhC!6pTUsxo+`i(hEtAorcRC+hBgyS)`rx@9E607Y!A z-3Vim9o!A(OwCNBZL|1g-CfNKW&%%y(I4{$5DT&gzv#Jh@h-B~#%)1dleBiVj85`B z>bS3^O|xm+P&oiaXSaQ?Df=7O{}oYxn#bk!ucH5JHg`<@-%jhE{{Le1zjFLb>;HJ` zTkHQM+TLyJx2Q8(wR({2-P#pHISqw{+RHxsYIWjWPTtw!oLIyTdi89PHOmi+^$ovBALm-TVY}B>or%v@Gdx>YhLq!#w z*@x-iG%<$u3P>|~>|^)PcJ-B^8$JH8fF4n_7lY$Y+@f-zxg+;qzM2!3oYiFDN^b;6pR%vE@Y; z0zGi;=+t7O*z&MFxK&#>B}Vfk$En-x;G*q$7uf7RX}jHfh%oAsq`4s?MWO7m%9<{? zgFq6@>vz~@rvIb%JP#zL?i^nyWo>i9KRpgS?=ee~CSsPFbw6nR&J9@gzT?hrlksy!Kgc+z%C!(U^yoI=9=`NL#Cb zjV;CwIjwQvdEg0_l{ssj`sw&yxSKK2#0Kf`Ic z&2I_R{vF|SLvk;v#|`%0yS}2U7gB3+XEa4M=SRT3=)6rrTlduDFp3aOMdH}+fiCsP zJ2Y}a8{U1Ye-MRhK&0|{vd`OwvtF0+U!cN$VNG!#oPE|&doR>I5>h&wC!&cKQN*bKD5=wcQu3O<85s!TFyvi z19BDaMc6V1qm$|smB**r+{H_-LB1`#HJ%EuN1R8L`3NTriuU^2gw=?*7&v@&_2OB# z0RmrUVD5uvVJhse+2*MR3t}qRpds+OIm>Nl6Byu5AjxZYKqzw>fF+w zoeUOKZBSuzv7BiI3&+rL=Gwbkix7KBr}Xt4SW+7~rkI%{J`dLGGGX~aq%lQ92RvO~Y_iO(qfqqMzv8oqfZ38v$#d?V@OpZUrD;@S9&%(bJTz3jurOFP(6&rzYIfNI^z{j(mH%U}~1t^j#Gw|8waljtZ1)J3iOLM8n6_^0DdL zzJ{sqPC$)M<5UAXXmnQD=Dn>=?4MO`MdptzImlz@`gvf8gO)9OsN?WBS_^jrYmjD9 zBM#0Txw$!t2|w7AE{aYHf7_qa$+6lAy%9>XXA5}R!p|*Wk5`?ayGOF%Sg!(q;O=@< zEfwcx$F@mtKKP56FxzdC@Be)v`oFxMM0e!#y#)Q=+BNh)8@pTg_8(u6{^xKom+A+S zpH!bu;|u2B8gNWe!#Kt1R4m^UVtI!+{oJpO+nzUW(;UfnY!PhB%owO|T+?Tfl3V^~ zI8I5Qpy)c>DiNxf=n2Jyn2<2q5qzWw$3rwc%0@aP4B&lw;?uk(p!w1ie>xAN%wFvl zqQHDxdjd&Na737=6%cqVUAJQlJWf}JW1@v23b|vfkaJqYA7I9ooyhZw1EG{CEJ<0u z6PTtf_Zi6L-N!}(%+Q{lq5PCxoTF+LOl(!+(0Nx(_z@AqYoPxr3!p;IB1T^{4R7c9l5vyfyu<<*8}T`V z(um3|StJ?KS8Hr0XBIv2w$F>Etay)({9BOq*riDt3;&0b1u#i2q=oLOX-pR@8fa*} zF0mz(tMSZLK%6m8z%v%hPcmv|s+EcF$`WJCW-eLQ%t=IO7>Owrb}K9B8>1hBAV`!$ zP{J=N!=1|qr+93B?7)JH8X?|Ug zv&MPRU`^`9Y`7}wU0z<+)5-X}sQ0sRgFzOnybAq)8~3BMh@PRt-Yd~C9uMoqD2|dr z0VCk?8no*AVei%YX)=wp!LkY1m;fnS&+=g-A+?LfVeb_l>AP$Yq3`vjXd|WBAZpCS z6h%cSIWM4V+*>=lOp`1e6z;AjuP~*@uzVzKqqBbPK!C)atc+~Ct*><>2Uot zkB6gjm`72n?aweSN7GY0WImmxQK^pjBFfLQd>p3zXwHC1SVn38di@`p_3d%7ev7fX zaru0D3d_sgt0R3h;5HU|FW(g9brOA5Wc@fy7997%+S;p8gwDdEjEWMG&u9>q;b~Yz z=q$?-fJptk_{*RE44Yb_I7Kg~MOj1nG%Zjxi}LHsQItn(YY!g0q#dKUKp`rkWCk;==pxJM@=7 z{TYQx0?P;yKt~cGxX%>g>gaWv#1|3jC)sqco~6k(Dzan>T@@(H(TnSHl%?xuabA>s zF+~l@OCLladk0)j0)%7GIKhYqXMM*Y^@&a9sGL%Nq0IjW^CgBGF zSU3;1VQd@lhGo+dMOP3wI80Cx<+HdS74-)XzDEE4Z~ygAXl?Cedb&Q2lO!&pewGf< z`)QQNQL(m${_>~)4gLGS{dfNtT3g%Rs5P6-$0$yVC@--uGOzHT{~xrr_OIJbbb4Jz z1)4-Tod~b-pZ;64w)PSZKTO%t)1v?Le?e<&Pqv>TfTjY``v;KWW7s*pM(^_1GXb0V zbXJeERRRo?JR3~=_|OO_0Gz=L*d4?NDbl2tXp)2_6rw>?M!4l){`BXywQyQy+-M^TExSr{kbX%f}YS(qdRIt}|5sLart=+rBUXndMn zlbUco(O_+@{@}sC|J#51AJE#`yYJ&7E)iLPv7ogz^b!60zx|j018S0+z0ieZ?fxsY zYiIrGI7-W~RIszVd85pus4))Xv@yu~#VTz4`uh5V2Y>(f1NSv zquvB$aH3pUIU_BGWvM+r^FO1P)9(qGPV#IP526BPlQJI1AEE&oW!XhRj`rxg@BV}Vm3askIvt=81I92)qa5$sgLHDmUvE04IE_oRzRugNuaoxzw=K~7X_&<2 zH4F?}_xC8s@(ArmVL8pC;=ww*MknJiFOi1_d`YHDcjZ{@q1cXMIvhp?K_qzIPny4f zjKY3@nuq;s+$}!$r|U09fFNJc>CryDlUFq~h|kVye5-0Gjiz~+kPRGS6v#Fe_xHd5 zk7#X;Ob|bwQBFJSlKoMR>*snOA8&(fL*r-E&(gDaNV@v-|Af}of^0n+#3gz`gO}6Z zzJ=q%61Xc(7h6c=TdlT~6AL&4@S8fW=6?dSP-CvVo{bP!#^ zcCmLLkKi7omDYCiio8_taKX8J7hM7#pKa7zxc$k|D-Y3*PcYhiu#VQ&^ap{C);pr0 zR>ny*Kq0G8Lq{v$t)elW8Q{n=3I`}VgU|o6v5LFo&kgPCAk8k5XfTZEDLh61r_(ep zuLW+xS7E}4{V<8>BZWH;vc&Jae1#72LcbSp$Dh%QC|@tLizr1vE@AYNhh%G{xBW1@ zI*G?*riWpfUuVVWB19dIJ=ld9gcCsO>w|b4rFdFo8f3<2(=?5eMn5e2@Rp3T0lvFy zYlq)@v8FXZ?f5r zPeXKaa>zC`O5o&Y5hhwAIJ|y@4zod&6l4qIGz#8oje znjKHWw4}XmtZ$*yxD@kx4~6lEkO1$_`jaaLym>?)RNT|ii(}fw5x?{=$eW9fr9Q~o zF$RkUD9^|PgjQP3_08t*QIzLdF1nU3#G%(=_yt4GVOU&51LRH1EK2*?Aj7ETwI`{pXKbh1B%#Xo@%-rM z;G{ktV0sX??=X0QPNIAk<(LW_QcCFoC+6a`pG<+63sYRVAeA)|kQ`5|xrxdwONwVQ zspbs^KuAlq9}wySjr$W64hDiITVF>CjRqBf!7T{^wzlRmG9Az56&`DC?ZG;*Zj| zGJ;1TOvIPyYLaAmMB%U7LxVURrdd(OeQB!Wcu(E;s-H$_e>4vB3#}Kv)8gAG3X^g~ zy8V`j#Sm{^pvQ<*AgIX48xPwP5XP=}@WAT>{ez`6PjFE&JuR+_G8%(uWs+pqm|REy z@1N>~-Ig$qf=S4!hQk<)uBf3h z56^KU{HT_3|H9c9102zp;3c9Nl{_I37WIKAb@W1kO`6eRREB~Jg}a*-a83UK<@)}Bly}Fq|^|Hr5XsuX7H&fbHHKiNtR7qePT#e_G@2)VSG4|;I;+O3y^pj{r~K} zYjY#nl^`~s@hh&_EdgL5K>&O-8`ae<7Rjonnq;v_R+qF?1(`%%0NG4rLYWCZRAh%7 zVef~DnO#|$*s-;v(5z#;vyQN19d?92`h(}6^e@m)aGb||WhPjx>Xu@?79+X~nR(y$ z+;h+S_z{!IB|z0@V;&foDV4$CK%FZBsQj$4y#WBMJJOKZsZ38!fW@jMg0l!3Sw_ z9?1#aklWW`hW8~?1zSqmS*z_OWoa?8Gy^Gak{Mk6gK?5%5;)K+DPxh3Qz^yN598r1 zf&&srFBuMjYUs9s?nQa)3y`-Sv0QU;Q8W(17*LHdLqy>u%(Ge#x@1xAGZf_>DIqWPx;ajhiNE!< zC7$_VmO*C+iIIhiY&HcJpe0iIi&>Zg^9H%xbIIai#ly+0w%ishR{K23av165nAInTy3*T1MAnd!Yun}DPaqf?#E6ktH(rJ=Ok5m9a2QDrGN1euV}l%>20OS)C*%6js{{R4L1me$8Aa3zJxGa^T{3H%oTi^_= z(beKJ*p66%svqH6LBWi8dD3B_eCkG>B-NtBjG@@^XlHLrNfCXuW^+{t*oY56Hjsf5 zQ`og(-9V(ovO~NF1BsgmSOs+(sEQdX;TOOVDjuF{;M~{|8x8>0JWJ*QC3biBEP1qO zyqL;(W2YrH6HsWh#OJfo2xj=qA4pggSa~_1)`4|x94gAy+n9}jXOn@Fs)A5NFu?-w zgS-b%l|DC1EWOPnL>U0!O4*+NPPdS+1A4ddB$OHBO1 zi=&o!6~;kwl@%btQl?;?r)hGP$y6PN#YJ%$`VPD{ghA#$ZGKHP>q0f1Ek3YrwK zhzRa7z6{eOhAIRL8_^UPXdECHk3q>3h35mcP-+M=fVuwWe;133|4OEbcwwQq%_Pfd zGxrlx&>>VSt#y(#i437d#)35GpoJH#IVX(y zg}gC{GON`*LFe@;sqe%yKg$;v`+^VBbhV=|q~ft`iEhVR1xW*bK@pci5k^>IP>`lq zwiF72j$T?SuD58mpo5GNQ$+H3JUkma9^qhUk4{oHl>_8TL5l`}Z!2(6)mqTiwk!<{ z!8@rA{u%D~-5p}x#SRG<0_X^lGOKhvl(L{uc<8gjN$(8p8-NrxdCytsi&qKo8Hm~< zjk7_4U3o%Upu>*EIh};eXed~YvppP!gOHo9!fFMaW=mtSG1SW%RE|Qb8(d{S&m-x9 zt`ry=EweLMQYyzp;aCh5E$MGTC<-uogfI%tSzsEpjQ+t3((qEoO#1!qSK`ZAIJiJN zgIpZXfJyNqg6pGPPDQsbcH%7eqll$K{A6eZny;-q=N)ti@Cm9;prW>&VR_CgAO^+| z`7+K#FiT0*Xu2ff4z%DZa_QF1fWS=6UEHYLRlro*90h0}F-X!BFu2hK`ze9-#J>(F zvq=FtKAWo%4u?)7pu_P~8P{`j>b5}p^1;v@yV4p2#1twsc*5x}Rj7%!^E zN9~opr%iE%r>$aSwGUiTsMZj(6cq3aN@#&{HL_O)C11%j9Nv@wqmsh|xe(R+SuzvZ zIGIIoBgq1&p!on0dPc^I^j^cJlakb3r)Jwa9KF8y88k^eLxC@<)pliG&%_{=aI3%x zfzC>nFE9*-HIOcc14GAWZE-vfGa;{itQyEk5+l7Y6%;d}x_S6=OEfmIs}|yvmUuZ0 z@M%jz5!#wzlw8rd{Mx_tX;*6lXjHu632dE z9|QuR<_mu*v%cu|)>~qEeMK}fpuggQ^gtMq!NSTkYqrEkYwMx`+Q?>0bXS+x6rIeNk^OO>R7{*AC9>*xmsc^JO{UtN?UNjbsuM z*&4t6z z1NvM)a+tstGoV*^HV4T>5`pi>6Uh~g@$E}N?RAkXq65&7|G24tww z;&R2;xOT7+4Lv>JV)QKOMBxG|^9+&tagZqBAc{z11h|~J{7!5cPxTSk7a1DlxhqZy zHbDd8Ug$hLixNLy?ro&0f79sp)|=qu)@U@vlTXE-pO4!#v__L)LJ0rL58*tui52B@ zByh2UWY7+S7Qdl>`uwkYJCV5$*rG2~O~H!`wc%IGybmWb%l*l;4*)CMadOpYn$H72 zm!l-T0pQrF^XohO_f8GhhWs;td;(+{^u>p7XuNl4&Bt(5T$o?(vqc8!vcpLj`Kb&4 z8W9o;&Fk6-?OlTN5N3QF&iODP`e5}U)-{L;WU zT`&4#)y9GZc!x5drLoA9saO>g5DJzTM4;?18z)iF7oGM;sxHdd(Qrh6Esm4ikMzYD#=2=(O>7F6&l$v8pQ#_=7gsC5 z_s&|;D|@+0-e|ZbPWO?G)fLRstx)WUUN3J)>yDBeUGMh2lmYpt*g` zwhbRHK+pW4%x~J_bD7F|CdSDX(4#<>ggG%I=mJg52%A$GZluM(w&Og#X)%y|2^W%j zAb=5fbZZ)h;|9NSl=D&7S%Wm@*IZNcKVJ7{(($ zmpN{vdF9XYG2EEu4KQIun7~u+k23Z3NyNeC_#4e91FFO{4K4$Edn%D38bn_edDfJhEDVP$#RiobP^j5r1*Xyp}yb zwnUwJs=ux&Linz*Gb@^r!_$n1crccO3&2BV+8(#5bWzo9Jg)$icduTAg;g6C*nHTb zb^G?g*L!~d<|<0H%TVeNp6eC!ULz6o4Ud+|#v--cchF85B2Qjd(9=Y}tNtv!306iV z%#qjrAQ#!#pGx2a74%imuk<{JY&|9zt)MXBLp5Ex!H`z2L@-!g>lh)dq9cElwZBfn zxB<{MhZH{2Wc__q^v~l;l6blOkqt1$Zp;!El&D}EH)vuwNCplfV^6hXaBXXjCvjejP6;KqPm)N27J6}ktwg71y0wK$;q65N@@hi|OrG}C!kt5sbL z_Y-o~be_ss4#S*HCE;kIvc;JtaIhf$oydHg1Q|&tQ;?e4&bXL|B#An^ z`8Z8xBM?Hfs^j1M=L&6^Mc7m;7vNl;gRyl%P^`z~S{qdeRYx-4aq7aRv_zPZehq%T z^0Uc3GFKZ^Dq91d9-y~Qg6ld+cj{MuHmN&xRhO!Gp3Wqkfmw#+vk`h1YQgZT>r`1X zAkAf2CWuSYiJadQ*02u++0df_-8TC|=}1{W+7hdsFCK|xik1ve-jT)kg;tm93g2|U z(B+x5C7q+zINGKx+OV0(*>_Vt_SqebC@~}UH|m#rMc|Igf|Uf5o8Y{CDF?zcZY&uJ zwLOo_z{DWQ!WcBqXu<%LTbh zzXo;K5^^?(!a(|QO9V--tNYiUWRei7D*<*qo1BA%($I*q13C0(QO<;8({LV4YkZ{) zILrdN;$))le{%F&r*ha6|#xk_Aa!(tz55#MW2O|!+ zVkPboGCIq^;zA3M_`?Fu2qpxhg7GW}&&!jkcOkl+3V339tne;{5MMf?OI%AI2rUH$ z*iK7$XoR@0_g)F|?7i1j6g7rm6UGQOmaq?L0kbq(@^EAXN%r~xS6L-&a#sh;wDscP zq)EhqV{&+FBpW-O4u08k`6hg~hv%cO4kW!o1t(gbpmjh;eDM^&?4TqOuBJX3O__N; zRjPdC@y&!ldSg2~Yn6Y&tXA82dR{!6D4vVX7{61lh48LoqwQ+;=Bami!iUQ$ubQ;W zTas!Z7m8R3ws{UtGSJamxA4Ld+5(B4n2s&p*M%LwPnnBq;Id-4u<42@=!5&+?Ap6t zTk%HmjCRevu+$w%w-uInzP}G1d^4c9wPOl?VcW&Nxa_XCyC1a)kgSWb${@(WiKvRF zz49Y*z>YlD^~E9=^4i5h%G-x5EWxHA4zy$e7rPDCK}gn|u`c~gU3;+6;EI!v<;3yc z*#!-vHfGSBl<+UKR$N}=t)qvnX40>HfJKBD#W7tzagwWsWWXQwA33wJtH(Zx`9$R3 z$Q0Cxm_5gK$|Uz_up-Dq=CqNmEVLR=Cw=i_?Hx6WV?C^avZ4R>AAUQ3Sm+L38P1~8 z5cK};5$Dy+_G?)`FM8#g!}{5k;J*?`RM+%8-m@L$eS0Y_AHwQ7A%Q8V@6|g6LO?}( zu4NAO&va8N8u4_}5;uMtx5N~GpU+}tRRPDzGV?FdX_X+*c)q{ibbNn^lTjvEWzaxu zQ3)M14jRY~Vv7R8fe#Zr@Q6(mUUC)+z_|+57-Zq#G=c~UWYgDx;bIdTPthM@EB>~T z4#pv@`3ywULR_z{Fc6#LrveuAxekQrPz$^ZhX~L$4iS$OK`^_ggCC`K#IouibbDxE<437!QiedJ$CUO|d00k@AK?cIG+ z5aw)^f;!7?o48VcJ`9#OQGFEN&}s>}2H{0w`iphpCAyRhG(X|)?-1sP5iisqZLppZ zohRGIys&){w1DTsTrB47;DYD@j{vS*TQ~j@f~ej9$~_M+((Oy!_nAt z!cpmJ6A3XM!fZm6h^1HKo6J~vLO8RjOwW@j95@#BRtz82Zo42FLCOnAd8=n4FB*#c zYdUtlhR!swW1!GXd(VvjP%1-QjAg*@#Vv};#jWMPCT_(ma5l&jWHIbO3p%`l{mOm7 zunUWeTS?Bg@p?2E1Ph7mTk)b1|3Cjn6T&&9Y%vw-Gkd; znvBEq5btK*iDY|Tql*{N>|S_{M>QFuemJn;|K zlF$oOHc$YTBnK=$1@CBdxH11eU5JKNPkCJmgn%g`r`7Q)<;&3(``v>ZZM`DE4 zb+m@t65gofm`ccLF5hHIR&h@jdU{_TibI>~0-bi3Kpg7y0nSyfTi_vCpa+slYA*J)pyQ;HUrczld{`IaJgvU=7th zVhoCPWd~HMoV$e|^sahUSmFK)4J24)i53i7^T$=U_dM{7LgMjW!Rfe!)ycp)BlpAT z-a5j&tQ?+}0o!BLFW+fsmOMBhjx+|jFS4ms(qCfyG*ek6q_yaz-s&1tSaItCl4D2Z z)3iC^T+u(!p_!@mzN#*fb*SytM_kXG-sg!O_CU80BzbEHr=dlF2O$H+HoMg%7M9VH ze#8U4)ir$kmC^~|UzfE4J9@Nz^%ma;N!~~7(&_dl*-|nUjrEn*^7@+6Owx34JbkxV zueH9i;ufO;W4X08F4tXc^;SPN^L;9a_kCg3>E@zqMJ(_U?L+H0>DVC@gm1Y)8nb|Oy-2<2h@PPrBAw%cB9 z^^nn7r#|-n<^MVlXPI`q1M3Q_eg=2#!}^&d(2xhxaeIblcFV0!dxd)4zMdvAa&3{A z_*2oyAtDNdX2W=Y-~Q|06sFpI*cjyX)PwfQOI$wH%=sI%xxv05YNKv>g=O)Y4_ks1Pl=#)G)Pb5qwl$NQN=n^^uU%rzT+$mSns=_PY-#oNYwn#03=;P4_~ zG-Y85U|oQnflr$tt%p!?>}L-lfDA1Oo^%<}Q1kef@@pcvG>5Xkd$4qDF(F8GRb1+~ zpd_4Sd3pnCO03%wS2Bu}ORys3;*mB_%|zqVl`jNF(ab1ZaN*8};0A?jSjVI@1OW39 zHh-|`L?Oebt0;k6v5A}zpxz2zf?GC0jEE>Ul&3?Z1JlKnHxncU4%lYkyhCQU{K#&# zl0XNtR#KF-jL7g3^?gh{&&|?{I8UNvbYmi|-ik75E^ftB5OpR)ah^bQoN8K}_Y7mB zBE4r1wTdQ(8R%`9OL!CS6v#-$guBSH&R13u?tt4z^HP(jR%M)B@TdB(OfSe2l|f zP^NgeTi};p8K6|y#yh>`y{E3jx@(&Tq5yO_o}nq+Cb(0h<=|Oc%XiRqGFv)>_$fPk zTPOvN(1|c8goJ>>*;?tvMTmc?@G%H_D1hdE!e?c^R0qRdB2>b#A=qUP0$n~+gB2J* zA4=)XghHznS@QrQ(ZDhe#5S|b2P9d*H4)=5r)m^%Q#qR3 z6|ESbun^BwIG)Y1AEJYKx2=IWuCH600$Dr zx->Q@qVg;>;>2!^!&ze_4h$8wt6W?tEGR{1FAF3W7qj{C+7Vh87fV4qLlau*yT@k# zfGiinoWwFTURP+Tzp2>ktR%l*AGF>aJ6F0c9UETQQ+Q-z&6gsZQ@yG{^1}G@8o?h$Nl_8jS-l>r-~pM5 z#-7PM*BYub9r4~%Gtq(eVWZAAcQ;;cL58BUswg6k39j0{Bi7gKnGh?sLuRnM^081o(yIHG%KJI{=uih}H0#AM%c=kauw57Ag( z{UPmkpiaEl7y?#O!}D-7sdlhi8v0>`F%sc!RX$-=BTTZqJVfDn+|WDKq2S&NDC?)+ zD9MPWSm`ZPEj=qt=B|D^!#L5x*A^ol1--70m1q`S6<+{-24KwvYt_LT{4mTe`eOIR ztCrZ*4&O={Piw0>*K3>1atJ*zcS*{fK42XyEAc`ub1D?rOc~fK=;V#C7w-8S@Fdl( z$o=f1k}iQ5!D3+;UXzAsmXCob*&aA6>uy(O(fCHK7IYlt0C0*ngYfYjIg>(B-Agb6ZHkFv ze)8&=xhoEDJqA8JOm7xg5+wpwSKr^DwqAv>o)aG(H@BMITk&}~n}-2;M>y+?be35cL5qPLJnJFctW0e?V(_aAA+*g(&zkKK z8aW&m?y84k4A>ZQcCDH%H0|kH!2bl&qoLVn)s~hpaYGg$f#iu009feFO0S^#N-I7* zMMtMA*@|kK#0kmEqT;_Q8D#r!I(_)n;SbC0z;WYsJ zkmE)J5~M@WoI55JBp*6>7Q&Hb2Z*VUK_p=68AhtKLM_c}Ox0CJFV90{IMdh!kZyq8 zQ8rETYT|Pg<{s7XyuiQ7#B#?$oXi_-AaBGMdd1ce99A(>e6yEbT&RCtiLO_GL4O*$ zWGEf~D+!4XGjXm^Yi_3v!TW`EQ`sL&XhTD6j!hz4goS*l2Ka!(Ij$UgeyE-4~v z&&Jd$J<5+LNNj1|+QLMUScQZskX)gf|4|efga@-{d${r3Q@JiG(ki@<01Fv4ZqZ4Z zf%fT~He(+3X9k0$==p54pbRA~z_rv@Sas9k-qFxp$pT1P!RC~gba#6T+`7Q!aiLWxyt}<| zxWBXi{Pb|+cpFM}+TBv2jickYHng?#?Aht|-qY=^t)2bnM{~<EVl) z$2BjE!7l%8?pYP3Y@o0PV<>Aip&rXjvH}-WYa5jdL3%KBBnGRA3 z-jgpg365f(gf^TRwRs7T|(_I?ObI`<(jO z2M%gJ1OD@c5078G*gf6ZKX`e33J`TV_4D!17Z$|bYZc_Hb?-o*`q}t<9hhSM+_CXn zcVzhQYu*!Jo&U>NT`dTB(DFKyV8Ibeh`9gnG!{o(1igwo-Bq4Uzt1jY9B>EhYi}c@ ztAY>~;|X(`0_FseAWj1ef87_`kOUV6IV>$Dpa?S-JAeqDgmJ{kVD^D8bqCPIQ9sxCzYqgcL0*ldP_?Qkt-pc2&l*zDh=Rk&r4$(?@`M<)kT?{tRS?Gi_OBhU_NOKSbM2V) zvq>yA_O`^~%`asvJ{GGVuXcXg0_PCV@^{qkrJUK0bPION>|I#Y!caT|(7oU41Rs#r zqvCf! zc3ZvW6}RHLt_W;%MMbQ+-uigC=Tz)=d#Yluv#cs|TsIu%%4%!vqjk5pp03nc?NX(h zj^h0iJao$uym_yz5RIT(Azcat3RL-DCsRKSGo>-vuu>+#wrN?9Udx6u)DdRF)+-(q zjDXL(?3H&rC*_@$CZs`7N%jPoRAPCh%MY}%>I*L(K7tVTR($*W zzY)deKsBZs`=$#@IQ^i1Ry76xuiaA86*}CoTFdLLUZ*2&#mA6jPuz;Nb>2emU60}O zIJ=6%a{!QTYZc3OJ6w6KXDT@ZSIJ&LGl^qGJ!Xfrj+J$4iv}5piS#qn!f-ac&KK&$ zBPwtdy#VuzDniBImf-3|J~j|xW!u?wlsE%ZD;XLmTYuz-7@8)T&P=cX%R^ozxakAP zssv28rh!|blI@6F&PM|l{wnPbm}Wz+8sV%MZPlC{i&Z}#_>K*vt+@VzQI!dYek;x_ zUxzc^qD`F_;@kh>zk$$rw<>wgAOG;{|8vgM(iiKQdUG}nr>45q}P>BxtTkYpn_ZjmLThFW2zi}I!yc)0$vD8)^04k_U3^+;0EfG{>N`Q3#6VW7v zp9l<2@*8|d{z=8VQ6;cJ#PUtgBMX9Wx?Ycd^t@&Iv8+C^J;FELiJBfFapwkBSW(?M z)H+3suAHx4v@c%vh{~G)sbey;15 z4jonocL+R6$MkIv=2Tb@wOdLD@u%)YWodZNZs?f5I@;~Mr5~mUmeAyczWz*KfBVTh z{;1uGjl;dQmA4N2XZq&jUo_xd$gqPaw4x9+Zl(L-Pio*!57ZharYCa>&bM>_Cq0|W zz84pj+dBiBj&8Kaa({5Aq4-9-JxIurSH9_XwW0tJr}eOI{f6?Y?#=i~b%0TN+)zOa-sABpCXb*s(VJ4cRXG4SlQCUMkz`Lqy$cFQGgJbXckj>H-~z9F z=#6m^AxlmM#@1W6VCg+gLy3M>`X&Ff^VPGZd2bM-TWQGo7<^gUY_O~J)8hAoFPDzK zEJ6r;#T3zyox!M$=K=V;{$eUcS$UxGWhl)JWrx;9Z-rYEiI09N)1bhB{iaIY^RBNB zAmE`Nxkug2DNUVjUk_vyp&fAL^YbJL9`uv?J(h!Uj5fq*>PJo%YOZ^Jd{h2e-E2jH z0?Gk;U1yS_k}99n0})gipV`NV7Y&mur8<2f**V5xp122@(E!EC&c^2nn13_ir3t7B zJ z^hh_RQx0ChxCl~)L5fCt+|;U-hrOt}qad;j9Ca>I-LEryDxxMZ?-^+Q&kr`{bPE!s zOpz)FX*huH$;kCqJcA^rjlG>?au>bI7*`RJ|q_Un-4$gc*NU&^I;FdB7*#4nEFk8L)5(eX0_u11!!J<*x~<` zyX?&CbG3u5P_Nw%jlk}uy9#WE`>xmNcq?1%R=x~tawu+&j%DDuyucVl->=cZTJ~)SEy8KIJ;J zNjZy^NTi0D3yAaN7Bs*<~YJVLwpme`H_ ziI1cnrV`>{`fmI^O7;l|#LGZdMHxrQ&RZt|9{89jZ#V>VOq0WNN{AL)crhG;#i>U= z4~1nVAp=a0{7uTM%FGgzyBj-dHkGk!aT_KWRwEG;8H5m$5+EItGsE&E!or2fe4`YI zOduJuQ0b6`flQrjx;DJ*fkg{MTC+}(#;}Wv!V|g)lk!?6hfY!@k7Hv5T4{2M%4O_> z_=BY{=p=>>YRR3coGWL%OEHLnt&`)Q9;L7794S$(HPFS3h z+B!(t>Lt^RcUH+9u_Y~C9Q$zq^dYReo1s;m#+%|vM2r7+yA1$tK#{)^{mV=@Wnx?J zvwIO_h-JfaxScxL(gZHHrYRQdID#xTvhpHxBulHbn^>IRbAnLJ8a1|)N)wKxp`C071?TRf#AG+zQGef`F0_MdTDV<2p+1P@Ich7 zhPv%%p-d4tVS)Jg7{>sqSw=NCH6qJFi1Ndz^Z=f|dm~T>M-YYuc8Qguel9Y9;^unR z5z#Tx^s6L|0-ft6<23O62nk?O@IqGmhKynz1?H90X${;!(M9xbd8~=8ejO0Ea3`8&-w`%YBKP97N!2$_X;UtWE85{unBwv-kPa z@C$jOEEeQ3|+6%l<${JbB81_3On8SRAd@>>#kMi-IbynK#Gc^TFP8rEu z05EhOi%@(bid7$r@X@2DHdV5dZ|I^Y;cITu&1Pvb?kJZKRmEvdop_zk!-CSb6|#|B zCn3VmSvqFxP6bz?JyaXBfmBx}otwy-xc!}k?DUy_ z+g~XK5qt|!AAD=l5jER+vUBv}2$Nhjn!3_md07kD5lMiD_B$%^rkl0qu4biOaq|bN zmDgGGO6mKo)^*B2E3Iq};oqy0d|KHTE1h0Av!_0sDoY|e(NON6mbeg4#PXa2s!XICohv&kf?Y!nq}Qz?LG zbPBTwi@8U{Ik0qSoDHuyEg7Z6T~;dwiJG`BFR^&?eY9ndYv!W@$RdG$s4H5R`p4NCqttVuIPTlMmm7 zm`nDxgV}x_(-Uv--I>CdoI&g7@z3MB4S~5D)e~{Hq2?m>R4i|gF_2kNlw7e#Jg%SE z8FK1)+6yrEhZTco@MK4CQEav)GXF+oNgGU#uyDTyXj4!6u2%b!dj)K*MsQcF(YX3& zRm2cFdMZ*MA!D=A6Kbrk3fwu^ekyf}&4YyKb!2 ztzKuDOzl2->(x#ATH^x~))uhaGAvqIj^l}3#2K=u;sH)j17t`@^(qunvr?u+s z!8ifoBVb)#wjzomk|FEs8N!Jez)@h(CqTc``OTJ=bVN3^&nza!ocLkPtPI~D{)nl3 z&H6OlJaKQKrROG=x001}dig>ENG*x7GeK5leKb)zAZSi0WN;N%q@@$U`2)ELf}OV5 z$&J)4o1J@;Fp9#A0%}p1W+lQxuU4HJA zUMa|`SOEw$i^)WFE>Yt32qmZfs6CfceO#ciH?j+ZD9hR1>*A59KdHA#yYLB*D;2NHiIXCt&~;KFQ0L?K2e<%~g^H z?;~>m@wJSTOMl6Z*Z-#%tG^M`a4J!8=aj4(jU{SV3rp)t%Q{!;ZV9AkQS{inV_SgK z`cjqzYjHiMh}OW39E>FnR>c}s0;c*O|M0tCnYLWo$=+kgK5p?~y9q`YuSgG1{fkCA z10pKHz=S%gBiK5~;0MjBas2jw##W6fgq{rdU9~!No2#8_FcDJcxDuYc&Qsr|!0SJy z{VPUWBs%5o>WM;7MwJ@bX{-6J>W1a@l}c^H>V3)vwNW0EY;V^z966^J)oni@I;kw! zEXxx!4OIB50XWfyshq=QyL`9WEG*vAbnrAu00Z_#9dL!-ofs}BfYv@H6fWzGlK2u_ zF7m_?_}Q#!Nf=0@LQ!C)po{oGTMYSU)}$ESNHP?qZq(v3AeI-mVF`(h{QSX6hq9W1 z^Sk~D6$k?zhYbs;xG`3VSsKyDSsJ~gn&8i@9ngvBZLnJD7bA3OuwofDi~cF9BnTMZ z+_{HItu-hIRy8-sOT`yMNq`Odxb`wlSv*m#S4*kiS+hV?pvDK*SnhXhx}V z86fF^eLgkw)7e}?6NY0ij`FvfPhj9{k%nQ@c_+-K`IsNRjvO}ZxP#A zwG`5+QjM(k-B?rQi(?qZ!4ZAcx5iFDYQ9zXkds2(1@e*1t!lQW;|D=9FhB#W%N1UC z+rU*c&eUCHT|Ya)9n#=K*tAMy_>M;nQ0ry+q&*T{T%ku@aV`h`j57(VVE_j$qoKG8 zqez@f#cGz1*P)z1D2b}NXuo4?-&}2((v7(1CJe+6o*0XRoj~hQ98iB>IWtpIMB!DD z{&b_z$}%BsQ{-CGMV%T+MIN7 z8wDdQ;;LGOSMt1a8Ls3xMB1D``<2q{x1^kE7yu^&EnKUZITqH?F!o`tmu%vULNPix zG8LDc&@={q)sIBv$Dj3CLYOKHDdrAZ?=

+6c1CNQh_6offWOR@yREdCM{bap;oo_F|*8;5{q-K+V<{^2VgB*JA!d5I3?Ff<#MqN{P~7 z$>W8*$yofT#P}~Qfwjh0^Cj0@OPvnGP}%APMT}C}1shftG#!b_9+abipXGgsxG~8J zT9yjI{c<1F)D#e&J?lx4H&<|PR29B*&R_$2rSqmB%}9!nYa={QfGW>JEU!`=xTK{~&K<3hhmvfNBgeUxMv(}E%9GgNtcd5JJHgC%dC zhFKDX10Kr*~FqW_k* z1jHLdKV3l{HGXo1S^$}*Bgewdyhcbnlh@PJ58r@sb30D18qK@Y58v$h`M90>agaAMT0mZ)D?Dz#Ys!lJ2V>lcz(jE)mQi(q!^@;!7KP>=r9%( z*lSv)@gTrdsQ`=`wP9Tj6~L)8*fn&OYS0`c@jy=XS_Yi_#aec~krqqA$t}baNMop> zQ+MS6r+!PY36CytR=}c*UaDZxYV~^pMP7-1aY>v-=~u0gy(E3>xB1TdR}F@cxuY*S zCAd_J@G!Xi?eB;aBv%BU!(9Q|tW~R0I&s7-MV(o9t>r8LMGWrC8k|Gp2#;`CoaoB- zsRtC!lsmC?Q1{3I3yA8W=J)nE-^KKP&6wV^p;?MqHhpl#u3oBwdjUA*o!>BaLeUb3 zlZCVo6gn5Iaf@v*y`7}FBZG$*jfUS6=ScmY8{(Eb@PuD{HxFih&l`d|B0COKA)n1VW&4Gxo`8fj6VYZlWj(nL7h|rQG&e?HCJ*QX&s<#on+h76b z^XVBpz^!E!5bqEITpNz2C{MK!Fcz&goB^xNfBHMs9J+(Y1q|ytEl^tdYRrR%jTWZA z7Yol*RAVISV`$0l1+J)K^LMs-S7nOHtPDl9YA6Bj67u?tQaM7?kOGIu<~BMsc$JyY zZ~lYH_o4Xp`W)|q;<)>zH~OUN+ZJT#{d*1+uAc2*V1dV4pESkH=GbSOAYvr(Qp+?* z6b9_>)DhaTyk#Rb5_N`Is#-M*jpB*l>N{-kTU;pmAdSLo?<&Qlme1vhh|#({f4c&V zsuE9X@#~E`e(*Y-Zrv!kxI^0zQ#D-FcYy-Yhuc3Q6EN5@UASz1#M?mF{G+w?Ca3|U zMyE;6R(N|mT$w=)Z#5<_3)c=l-#FR^R#xi+iYTOBt~B33T{{qG$wU?r5kdeiX1mA= z)71I;e}fV)!mIT(NhTl|93_6lkIUMNND%~e(6pY$Nt%yY;;JZtdMYV%FjVa6k3JS6N?DLrf7=d1^bj6_nM|G0s7-Ek z+8>*Bcy9y&o-5O7bc1%Rh!)=!Es&&F#%OW|a#>$jz8dMFV%N%yOsyuFm_oFLLQ9Xoojgir8ZNuTIFN}wQUxy2jNH^VL2dXS>RiI^n4p7zawEKoVq?f?10dfMP5`JhK)?+eawksG_i;I_GT2 zUu$iUCRzLC8Gt5v+mW+}#2#2Zx62ePgJ!WMZQg1?pwLvAqMg$ep}C!{Vgt4w;k&uL zJzRUC>DKS)X7+X(@jJV*Rg1?BRR{8Mhmtcg@=klTd4CId_ZAvhHVt$kU*WwCAgux| zDEh=y_PBdnj#@z_d@nmtzJ$LI_rbTxR%@=nZ@Kzntj)i{Ac>f|g3NxH>&M*|bNzJN zox-KlX|I3WgG^#ha|9sO?e(noI_=eRdmpVqVlk&Z+HKRG-gMKHSJl?q>I%C6R$M8t z2o-SA7vGswbnlZ+`{U;K0&LC|@}1%AEz+ghJbBM@ty;=btIfG8YSkA5x)D^N`EJcY z+6HAZ64nuxE%OYCu~r6Ti(pKFMpg{Q&9R@KCm3(!Ql=RZ?BfvF3uP_w9O4yj?2x&F zZI3YWCvqD3svIOXz|a6D>;@lx9!_$ez@%)>fXpvB0^+~@dzF9U(8{__>CcrB0vb4= zsQ?)`IC^>ZydbTYt(=c%U}Evu62+=;2PUEcm^U_5mK>nQET^!~3Qa66i9P>X2cB&N za_Hj`#7K2e*|Gun4D`QXvtlai91yuG2;w`i5R=1GZE_JNvEA{~68UV~-v!uKOe9#r zm_hVt2$RoB6F2k6mi8*Ech{P@d=yBR0_odxSXvVG0jAIZ_joxQL}7sLWDuLP9wd3) zYD|@E*6x}*k0V6qA16V^NgY}Ji865I!M+U-%|6EA4>S1*_5Nv%v;X+Yk0p%rge=$D zx};rg0uu(BzH>dZRBVV-V$s#>dle_@Xh97R!uENwnZvyK{ zn`O<%+Ea0hPE?=Pbc8Csm*+QPXKT)c5IF4VKwrFX&Bry+&0rBDCso8QzEM5KjNhJLk#*N+*deq7^>unH7jXPk-{h4Xl<5uNA1Jh>wSr_0Epd3r; z&eEf7+KiUY{iijMti#w)gwNOj)MNKUkL#;v-1HnCf-XUoKU4eYota@lP}~1x(&7}- zNMkxzz(NNK2W4{>uF{*g!jrcmW+=jJ0jDB@Bo{SEp@A;V+L92+!j{M=W-kPK0Ga*- zkYY=S3N$*W0rY$0+pp|I9Qo-;dH?|Db#sIuf33pC&mli6cvtgvepZ;n8BUPWHjM9| zM9BWJV1aoyIqQpcZ*66MEo2RahFhKKIk0HWJNV?6f`GnWyrIcjIr<)w>?24soS zqsXQ{1}j2jq5JQ>Z~x}9)I)%bR;+{(4c#xKufA^umfv>-a6LO%+s;Q-u~(Sq1tYfS z3AA>>Lzo&0=3yf#o&nQ1XJj75z*KI7pJB!3f#98M`08W zDE9o~B4@+XHTI6a+HBTpR?mH%oKcxWFD|w)d*K(4OkzdO0stxFo^hTA;fa@Vi0nf| zX;X9d7pi$;Bfb$+wSts0gCpcml3*4|5n{YUpYj+*Fn^U|*A5vk*a#JuG=eEPiR>Da zSr#=>AD&>I);Nj15v-QsF$z=dLQ>V(;-U&bp=Sm+DJ72m zXA_?tDFceKQ>*O^F|##T!=pG~;^l%cq( ziHQ1>ah^}Jy70U_$}YR@p764xp}@EOrKN1#PG?y@o3>NP(UOg8wGSWy5&EJUfT5jZ5k5GM4$0G8b=;!n`&Jbg&p`kb>1XGl3%Ubh0${2Nw{> zaS5$NAlghii|KCd$Nn@l)vr>23K5OC1~kxa>u&8pHEuJ|!r?5&bmkd;f?w)ZJ+yLf z&~1v#*=>LH(W9CttR1d-V$)AY3Ge0K{H@ql2^0wI4<#w@4|qy7JX$AegdWWBbwjP- z)zwuyo=(2ba1nV@OHN^xUBsLUl?6dG@cQO-TAUcd?(53WCJ*il3O70Nh)J|kMpELO z&R$lWSQI{dUQtM09f6yNk3a=!;Q)TQ-5;yMOX=nCZ4EnxspZ43o(cBJyOb(cs!YYv z))y5WJZP!PHB48C?dZJPYt#~3GEQ1LJrJ+iWfbObhXO1`UF<@lh%1N%n3p2oV9>v# zFLztw=wRaz{)OH)Z>D3J^8L*y$UCBV2m=kBqT$2s%|`}=8WrH`MSwuP>$Mec6wlrX zc-^W^PNq}Yyq`|qzXM%)P8WfnUWGA?}_3m#N`+u*dvF4n{uflk_hl@AKE(h<{ zyjvGKP>xFoubcX4Y^tM?)oLcn9Ve1eSvyXkPUCRKGO=eEp1Em8H2)@8%2O$qKu5GR zzy|S%if@1QcfuDlO%t4lF%W0qoQ>jS5+$MuLuLYrqRmm(q8OT4OZn@H3z^3F0o{>v zK<$LD!Web)nBwfLon8*lz&}j3>0E5b7^xHH23ZlLnLH4UCH6gueLXjUmTu3-PrtMdw=T*xA6iJ&E#km>5!8u zfe`3{E{E_BAS0a=t67Vu*CtLINO;C z{J<3uvf257zfs6%MLnv}g1E1Gkv4aC9I{H~!HKaaghO{#Vc{u8wV2!l z=WX1G0OSn9^C-ixAYQVDur!i7Rus#|e{%FB~6ur2nw!RTL3rMU=ysrKOfL%OX-3ARnH-U_0JIeGsN4mY zRee+xpcbqmu;4FViSyKtNihWI0pd)c6m2lZYc-52wtx#+6XIZJSV=by90wa0r*aVa z;RN{hLDimeQG0CLbWHPP&YtlxE)OD@O{TbGF5s5g#ar|47U)!P+Y+}5D?uhjPygLk z{nBaKuh-X3*H*-m@IjV~Ny2Rgd;?=5x zvB12R2>6!HA%epxqAmr<2g!6sT5&4guYDkdC=?Wp?rKkb@wBOgm~a@o7*keX#6dVg zNy!J6h4d-MJH#eFT3uC5K=nenT&;mq9){#H0*oPk| zL+eu#&T#$G1e8y;u_6bQPUDY;r{_rm*olwF zaSCiNVj9eIH}G>mN=AKgQUxCGNW4`v(PTkSl3u{FsJ!9*Im9I@A#fp|@FX7E#5*D$!HK~^*=;~HzR8Sf zeDOpaUJlV_so&?+9}D)#7Ia9)=4X#ji`jUQ>;^rJAyT9{ed6vZ_=rSUXq zQ8&`TxZnRNU0r@AX6r3pZlGZMeOgrhf+muk>rSV;-V#5ec22{IKavn6X1&uAN6ADs z7MQGklIJ%^9r24d6Ef(FGgGNt!It`tfE#LG(I` zXTmu$K(Vigoccf*(9xfQh2QgyY|gw%Z0Ok3(4 zdHyWGjN3}D&;s(=BU(6MdKsaU;~?kBBpk3aA<3b^WG3=w0ifsrZFews79|_qfDuMA zXqgFZ>^Q-~EN=E)!DfKno(_^gp8C2^7j$|Z=*<940}xFMla#l_6qB^JAjZ!H=zZGl zwu>wsz|r6jmM}o2_jKn?WQi7}jt9^=}lj2|tN1gkM|4 zDA9MIKl7T!!Yb~PxEHMt19rA%aiwlCVocHdvw|x%+@@PgF`O2^so717qq8e%UJeu( zH&e+met2X!8M{2PY;dsDX-1z?e-;nMfPU~Of3=6T@%*WaxiC98KjQqCJMb?S<|f=? z2vcwcK(AlH{@)0Qw;@wcLIA-y*S8;OW}q6v$&IHz*kiXo+kz~+hyjTmlkZs^OH7@; zvIbFtGSuc*AIut^N@!bn9>$nLR`>%)a@KbK1htBgJwUiF6rfVwj#Uh0b3VzyBef;i;c)1Dt=!9`6bqYvjKN#p>6vA*CCvS6o4 zf=0w=S{xb3sf@u~Hk6qokA%~Sv0R_%vbHXc0adMNg}@L{%2*CAG*1tLT677u^_E;r{Js)yN*Sb@RCCXN}X!kiapt{f$8z$qLR$A7*uOLS?h|S zSoPF;P~(twsgCv$6y0a2CFHMa1)o@`8#s35OI^5``xd^$#a<_4|tUO7+nO-sUFngd6b-+7MDg) zaq0Q?@$t_7^V6f_jl<*Zt@b3~k^eh!;+QMHPZ$0)T-txJwf&PLNZPI2{x|=_59_|*0%2V*Z*Fe>}1(YisKXnl<9-I z450>Zz;FInak3R=gIR`FHxH^GnDR}A#((-f3K)n70wnuNg5}u&{Iv)ALlS2{5Jysq zlg$_V$A>#lU&2ncC&BxyltlzD6`E@z@)>EfJXSJ&ISU6D1ZIf7o`HQF>K=?~MX#+D z4uW%}urRzY&d}}xP;oNLg?FwBEcp{362o}>j7SUAAz0jxF)b!lrkCDC)FIaq*Hi7( z&uS}eaWKoqaO9m{r|>dK!%-N|?{&3}Y2k%04&a1>DFs+ouzkd@aY(ZmO!$6ew|KrVkZD)Ng7};KS@CTFiUYka7d>0fXcN;BW@iU z1;HBxBn8IB1-g!wRR3C|IlT%7=7gfL07QT9#; zidC7pOs8p>NwdiNaElIRS)NQB<}FFl`gsxCT4p~ zF>*KT_f)x+%rdF0tp3M;D>eqoIfj$HJw@?7Zs@t6=aKYslH28SFpe=QI>^LvV?am? z+wy?yj--voT1Pv3TUg6agDXFk9>m6uP&lhhG(|F1!Ld;>oQ0DtoCH`M=mw}xzCd2) z4`oaIQl^Oq`Nf2f%JG3pUbeWnzj3hR9Ujp*3n}SzR#LVWBBH^V_8`4s^zW=?85D>V zFd6tH2rq>ng`@b%!T^C`;ZxXfYdOFD{Xc5aM(xSh*?afV z>2%gsRz%hNPN%!lS?h?uT3%i2bh~S7ofYv{o$eaG>-;$uUr2R&oSZ%t{X$u=jQHc*$d&}bJ#qmb7T@zSugVcsfh83WXi%d_!)6EYu zOqz$9fc+N`YfYw(Xyyh#kv-ekhlu53ky4+^3>>W>V3zPv#3eQlUV?uB$dkcGnmYms zI)wlmLuy%^gm|&P|5N1dp*cMV%pMNKjyCqTIp-s(4I9w8BxAHA{D}^IPiGKhyU9sR z!Tkzm&C+Ljy^Cf4USsIhx_xO<$ScZ$>IER6~c;oev!;8_{+ z<>K@-2-6r`xSwFjHa|9;J{r^@Iz~bwE(qA73>Yae`~ffNwgN`*t-+%w#G?2yIueUF z$@$lEkl(>ZW$u@kVVticP}0{ng6~s=UXl7&1o93{gFTH51O%v|+;34N)27=j`Dxyv zEeAG>xqHK3%Je50#%Z$3(oRy@6B>hmy^G;spY&GOUcarhhL|VI>nm?9ZD8#+MBPIF zHpr$eCSlwdOlO(bYk{wIOMLpIhm9>2;_X8-PL4thHE7zUT!YS=+gl2`H}S6t5Fbf`{u>%EhvqwvZvNAJ}K_2UC!ASRn&Ruw5s++ zH>zLU-iqGpnq4?0p~P`Gk;yFI(*r5J|Lild3^$uy`ARS4$!q&Ppm#vZ8`!k1~py}mr$ZPeRK zq%fq9KrYr>qKFqCJJFE+Ae0JrOe|tBehG2IMJPTgp4!JEeDtUom-vbYLS-6yd@U=? zFumO3Py;x%BmcY)i`R0ut6z2KT0$S9e(9LqwX7_!++90~8}*6IAaZHFB^nb9C`L7t zc#l3bCQV%f+&729S9A@oO=A`h{26$*P!@KOki}93j6x^QmVnTRLS9nvHIgvu7C9&# zL?=&XIXTaTIjX{dFiD1x`7~$28gXrg$R;5OraO=$CtepLbSW8D+B603c6~ zHoDXb46$M1L|#0oA}C5{UqA@E2?siJ`n!8vn%8y;e)J4YReeclp;(WLK~1iB)lP;( z`^fQd4!8X%YVh`RF>qZ6TQ?xfK?0*V zg;WWL9y6!%R9r|oCGTkFQU=NN24s$xvOSNKfEXeAK0M7N2y`1^&=SMg4M`6R=v>)t zibB#fsegYkZE~>UiW|PIgML^wrfs~$o483SQxN(sl^e#5sflRpU_|TAW|;f|0X2x_ z>u}iZ*9uC@L*!{sAY-p+Or29x1bEd7#K9~8xPjxEbz(4(CZ4A^zzg-o1PHwr1^<92 z{LvD_$j>W6#Z21g%v>t$ac6~oUtAQ2I1EPXVeAbfbZ}$@Z((y^1OPaE?GhR6;5(+P zWSXj#wL<=%z}ie-Bd=}mYtvb&X`2r@tQGxix{HiUj4P~H5IVF79|ekWpohdl2YlRg%MZm+ztCYSrw3 zC?&|_+ez&?^b-isbW(ck58qUe@@|ryHJyv9HHX%3I{6j05(p&#=!TLiT%s#el1vHN z2(aFbZV-AR~sxJ3dfFqtLNT;1xNs64YI8(=O>27gH! z@RHy;Bu=C(7qOWV9NFzH^{Uv*Cq&3F+$-LSz&h3_TMdaS*=2C-;t6rE0~tmQr}-rj zJES-zF@93$2;`!<{kn=gk1GjstO{{KK)wZIvCkHL{Pc-4<)%1KrGN3baDw$DfDO0H zx44f-)V_uY8Z;4E_}dU?FiHBL4r3fNoRvHYUo)(5o>OcAfG%h@9VV_iPMCe)V|UIf z!^!2e19%5G(=V)WN-La-PjvDU-er-Nmm9AjzI*7(;Y@{C^CW%!xN>)Bt*p(0{ zuf-?S=wtD<-K&7PoTv@>`n7mMQ)+`8tpWYFv)Q?iv;0~t(&!prL)_#hJvIx+{m#bo z$t*80^OofB&3rKc_{TmrY1zM~oGCXs+D~RVBytC94Z2CQghgVR2oUih#{*Fnxv%!S z-<5B>67Q2FK(_+=tyhBDRaQLq_se0*0C`3EZyHxPrmJ=iP8>0KlQf$qpFB$~S>jfb zTR#4a`tScA`oE$u=ew%L=Ij4Dt1Bxd{oiVDdF?Oyzdxh?kGKWJh7##al%7_ry|Zp` z+fvhkHX;*Yo(aI!N<2ikv_f%bT2}!gp}}`k+@WqUPQV1pQ$jWNGe(^rw5ZjAq~B|i zHcq=(fUJzd%gKi*`bb|^sp~@(j1_`VFVX>op&BGnA0Fn5DNC~}2`x#NjD!4Pe_tnI+|Z+FiTdG`PrwUuEi$Dl0VOS2d<#Uz=amf6Wfk>#`+4QJCDYGTdy zIF-Y~(3Bi)2zoF-fI3Gv@t~oGT_{fOtGYkSlCVvfE)Rju(k&~!MBRjEyKmk4)}&fB z#lM>FDFz3O*9@kuP;8qhIwTh@7TvViK0UoU9|6^heU@1Dxg{G`-_45V`4iR(<6tBq z9zJp&6+O%=+_3VMXjJ6f0Xl*(-vx|68f+Uny%Cq8ylPR<{jnbhfXFbMPJ%sq+@H7_ zhl4RlS3&cFk+BgOqU%(ug1WX%@)Jkk>MGIOB-fjp^!O) zZ-c=J&%i8_jb_^g)!JY45XCpRbV^X;%59Lhwc7Jhw_)F7hDGL%tts1LEaoVyuFJlFvAEYJ zy>kU5bP)P5h_<>^m7?;*ynIdXhy@gwss^<&Z|)mj#YJm|h41=8e%4mB!tJfl3O_A= z!=SZv;naj^!}(;v>DxM0WJ?n(Qg$6yAib@srP+GGK%4*d^SfpK&ky`5`09D)w6yc= zPsaas!Pv9J|1Ecy|HA+M8Tr2r-gGUG@+h8$x0@Vph$FDc7cXpML|_h)UE4OXD%d0x zob@Gg4tW^Q{K(4F3eF@UC?VkX9j3`IWlXIY%BRoGblYNYXY=rdxBKF7Lu_nq92{>S z9udh8VLy{AFZJUK;LpCM^fe;#Z$Jvx!1q0Gy$SNX972i=RcF#3Ew!|jpaxb4o*Dw@ zmZQTU*-lQvIGp&AN%vvue$#1pe+bQExKScYoMKQCT-d;#e>P=c{e8yS;G;u7kP} z45TF_#jVJbk;E9xz|WY`LU`d!rn-)f8a0S!5aU}%OwLpPYosW_?OBz65o2tq$Vu!4 z(X+(49Q&7HlJZcO+hY6G=A%cVu^su4YDc`H$f}zdy(J8A^P9TigA~<783t5>m@3mT ztYDIk$gD&cH1&bFLV_Gp+#s$Yj~{C}vauu|VhEW48=J}z1m|MdBH=X}7h(I*U^%j+w_YkULe?sUWad`jhT!DK)M zc>wqRHI~;`{^jpe2-($0|K;zO*H@az3A3OVqM4>ce;_pmAj*xee^5mu2EZdlL6w0o zl2^DasXxhDLMKDO><99C$`QYsqy>YNo~eK6#}_80j%i$hB*yuI%}EGW*%MGV!Q~G9 zTvjx*{c5uSBp`!eqKsOQSA$)Davt~<)%SI3kD#!XWOM3=Xx^@xif5ApU7%_-6g(CE zY~d7L7LVQ_@!+`Y*;yskf_#SIr@+d^w0kTk=pYA1;tGy+2cV=ZHwRTJM#vep2L99^ zfGIh&rt&BP6%Dy%{7AJ&M`x1@Tg}~-!3dy*a7M;3w9&V8r8I=6X}Iqd47zVYHiGt8?rXi$?rXDlo2a{VJAm~ly|tF1^6PdG<|KBt zxJ9-zrwM=7FCfsSK5WEtEs7nTzLQ8E4&lq6>7)@mWHJ$5CSmYtsijwAA`yU1x0?ca zt(_zk9e`1MjTjbE(>EZs!`RQpP1TsW&x~!u8Cq1I35ahOi8C72nHc+-$Yz6q%(CGO zqAjzJ0gC6THRFfShUgg_rI0LHpb1jLVq_i2XAx`P7u6+34a-$?Lre{V(LUJLiPV;u z1`x(Gw&H|ARZFdlJ+pzfY7f^yMdh@~D~?ry!31bbWMre}-c~I@w1oM-l`0H4d!R3^ z_Lkf324@J!u*XI8u6i(0FBzcBI8~7Yj`rE7^;Sdz{xIlqBlvoj<>=QAA2cPjF&mjE zCHCNGmw+lU>I4og_*vi5{u9Ri%*A`~H_N2zrFeglaYmBLotQ44Vu8C-0a?bb zEp8%yLKQ&QY#ay1wcbF1Ua3H@B3&CNKr2o3AWa4su8U`hu6nc&MOwreriJ#QJ`EUm z=f1VntjrCVgkb2BMrvo}^rG-WHp>h0EKMdas78ZneKT#J)0nAeMraxuTgtyqQzLK1 z$3T4!>|0iN5EJ>5le#i5G>`3J#CdSMv$ylFwzvAIi{<13jtWc@XdGD2nYig+zWoBx z!KYjdTDfOX1n+wHQq=jiD)1L25T{hFPManzc;6+d%1cV5M?}e%1?Bf}8zbrjnli^2 zD2={NgBs*xQ%(g!^5nIRqkO;?6{EW=-{_OK4w7|GoZ`|M=Vxyn=x1|B3YZDDwlt(e znaL{nT4Dn$u%nz;7d8&BkpW~@zGn|N;k({QGpnpbej;h=Uzh39y9)YJYavH6FH)Iv z$*g{fAbmWyUAW8Np<#7~id8;+Tr`s^4`FHP1Ce3!sy%-?4dcHuX&PyJS&1TIP_Un2xt+n+IqaW|=BH z>T0o`s>wFzflJ{6j+aFtiAy12%3*`JQ+eg5fs4#zd5!masih!^Wr56B$%8-Zqeeds zKGB3(e8ZFq_yuGTDb^7+@lqU{i8nHEXka@sUdwEbc+;v@y%ef`UoDw-X@+>GhZWO) z+f?+BIRQ24a4lJz#3;ZaZ}q&bv(s7g*txnMDsQHSOLv?GRCWT3!_mXTGp|#4>Z9xC zx3h=n3WT7#s`I8onp2eV*cuA=%Oz(Xog?Ncl!k=Gl^t-mFVesgc`71D2NOh}ENke> zV1^5-@*JYT48q_6>m6ph&9U<$qo!K0h6~Cy|2mw^CVGhg3sSiMhK+ZcB^qCeolNKY zkhJVR4EJ)MAj;S}>ZEyl*Lb~z|NL4 z7%a@+8u|#ln1uQN%ifzVw~-`kqW}9T!fNaufmHw{Qd?iDOBx7-BzA*K5m4z=mz7aT zWDv+^A`{AmBDz{*^APhQ*XHNE!+D5#l56fBdqgHcN~NyThxMmKWGo(=hlekp|4IDX zW%rW!-gEYEX3%il@~WrbpEnF?0XTpF%&t}`$>`17NLSg>e57*=(tiHMqb{Uz(COdR ztWyGbS5%kN70k*m=UF6`_h*6l)`hTu(tt7e^AkPBCv zVq|m;=6i*W;q8;LOH_$Ky-1tlh4xZm*Dr~*j;2yyTIvc*WGU&)!7ZKd&*sjQ+?$;rcO`?#;mtsODHzY&!0y1k!X7 zyN5(y!k>Lix@)fA4GuZHcdcOrPmn=#@DLe-MbkNgj=&AUy!oIrlq`fq<#n4cCr0s3 za2x8rL%VNGStW`ni*w_q>7W3D`Ji#h3cgIEm9tt{Rq?c}`3QtMhViN#tQ)9;jEGul zbl{umY(b`>fSIj4poSQ#J?DOul1E==D|408{y_t+4+6HpNbPGHKDB6Bq<^zjWsoGYNeSet zSAKW;A5892lwZK{Z?pKX-KV>r{^!BNM|b+4uc`kTPaxQ{M9;rT!FjJlyj}EihzVW? zHidR-I*|$)w5dXU@tyK2O{aB1;zSHmYLu?Zq(s0&yl;d>dd9DN)We+D1zi)QBv}?Y zrJuq!r3Oa;c$a$&GLeljTW^>BIl7AEzfVL8q*F|b^g5@nT{gHs`0l$_W|WjL?lBHq z-2;}P)^`gTPmZ*5godCE!s#x^RSL7f4YiXLN^&;~$=Y%~Ge~D%= ze^9}*JvkPs^&m%TOI_d%|CN}!gX|&~G(h-{J>sQsZ;_7~6Vd|~(UI*iAj!FXsbc^Z zvVO+79HAN9a(T&O|3|>XOab7@(T$*f&?GJ}%mJu5TE_^;rdeD%Ls1G8Z}baZ&GWe2 zvu04uJnsAo@YbDbpE(bKp^*j47#m$zjz<&SXU^zg7Gjq|_z_bkIfZ4kK)Jv~*8ozV zXMZd4k9d_ui)4B)NFdn(TPI(%EvUpMkv9BSltTQS9@&}=ous@kc$Eap!DM7+e`%D> zYJ@~}7MmE8o>F_+K(To3ev-_mVJo154bz6oEhxXpJn7yZ5f)DS$EMwn$v7MbGq?l* zA!e;37-Yv2SB9JNza0wPGU#0;Jpicw)=vP}XW!`BJY4LGstzz9`y%1RQM7PKn?~uhPNRws)bRnRJPeBw3 zYY5Vmm8->hp2E{PumE`CwkT&Prf+qhxm4NRiR+bo@_7Y!6lKyN(JI)>AWGBMP^PJ$ z!)U1#B&yHnYs~QajKf*gf3@4#?OKum{i|<4H(L(Bn(Rl(Kljb_FCPCTgCBZQ*I0h$ zL$LMzxBGP0$Nzu)^uf;E`|oSM|5U__)LDa-Y8+i~_OXbT@Dz)Ryv}07%B?nv@WiaE z9O8AR43VG2-B#*=9W>|5)*uo)6`{sd9(`7ICEXrmd&eZQ`A2v)LfjI@-c&iJpJY5i zw@DHIL9La5m1`>Ul@maSeg)%f`P(6;Te;mzdK10druE(kC!*W|O5$t?#gXMjssSB~ zW91$Is0eG&@;bPR(pt-PQV2BaN6tv$S~0vmdeb5yloNctOXsoZsd9e|6-~OnWdyah|0s!tJzu z8^o8aUO;1|7dR8NA}>ONUu#YVL#T3H*C6qb)UsmdVD`RBN^~4K*92`j?a1FP!}UD`{zd-?{uUympO(3dw{Sg*ZAw0fL0UkyPxRPC zu}eUi3zhrDDR{MML7IYHX9_-a*=3hq>FyzauDz8-LD*ew23)=ZD`UfVG$l%g*-{7` zO>MT^ctDKzBc$fAIBkdA)*xZKad&Km26h^Klw%7G$o$P5gZ=xK%d*9D0a?R-vH$_y zbFq4rf?K$Ay;lJ3ZKken@d$$YUxpK(r}^~KcOPzI#TO3cx8%Z3IYk8Pv6t{~^mHaS zJa<-DN7<+z@9b`E#(Y%=FV?ePXNbSUBk`N=U$sf!td_hu&r^^$jrC?Hd6G?GFP_7* z8AH*UcdBmW%WT(aU0k7$>1Nw?9v;J&*t3cf@aEOs=$`?qNl0Hi+YdI}sH*w~8#Oez z|FXMvL?}{vl{+FmH7|OY@p6l}>~SaCGSs!rJC_>#V&blHjoxVArtWCI%$_yqusy-Z zgGJ<3-dvz{2i3e+-2wgA-KY69N_(?3KZgXudbf`9Y-VlOmYoSryv7#3%=S#7!FNd( zyS7bLg6N$9s@SGGI6TfTvyTmeL5Tvg0%Y2OUoEK$3OH5GkyvNIBNZ{!HarV~8SDlp zt>uISC+xrMIXTQFW^7$}(y-R#9Ogp{PsQ8hSq;#K9L<3zrUjM1QvMk}!ktlt;ae+yEL`35s_2D>pz*&v>O$B5F89ugZ z{6>omJ&U*H7cw{jjr;D`#$^$qP>X^$AB@!%ZR(=>?zp!z#Q ze}%}CFCiNmU~c9W=9frg3c#Evynvu6v|N6tVV=y0s-`6cBE~?&Z>k4W-=lOnk2YLw zpM`g+{y%s9Ti5huR3=jv=T(pJ$ErX!e`!$(|0H$Xy(aiAwaEZ| zO3&U@T1fK3p0-u*lCOGXE-v{RDIMc`y$L)gWc)p{KL3ffW&0kY{kC>apII&&tpz_l z|7vsFr@SB`L*P_62(<^B(Y)D~Ky38uoxA{=oHe?zfnxoj0!E{+IkE|YT^hbkX0Isg>Z3C62e3X}EC(5StRt*Emu~%)6wv5jZK4;xJR~qlP z<)!}ya(&7s5v*LqV1=Lu+u!_2#-X(%N#FX>PNOVN1aNHoSn}mxLT^yx75b8A)A=GQ zF3lU!0wGz$xn+Ironr}7rS(+mvZRvGL7{Wx#FW#%kFI8iF7j@Yc|S$h=1-r%&AL61 zH6Z$^pwqxN>c;m*Qg!@KRK@1UI%d}TnTiIuoGKsqMwJ|^q^jWjE(!+>MY=}dqZqcK zXw?Juw6Fe4Tov{|QI+7kPSpy2rHcORL9d?oNr%OSL^V~hsepjX4oNAhZt$xm{{}8* z9TweK#A>4H8g$!fDo2f3w~MN3{VD^76cbj(jNjB@v^kh6>U~kccD@=}uR-XmsOTtj zbsgt}Ak0#yYO1WCm7(V_TB;)Sr-TcinV;xSF+BnOo1Uk@N979UYSqkWclVpvd>*6K zJJ0)cn-KYi2!y++kKZ`{L*x;@uU7GE;6Ls@-u3YxA3c6>7yt3q^S>G**tkx_Q(9u0 z3orgd9+l{!W5Pq`7Xnk!PUa&qOi-go3FX*TN!Qbsjj1S*7eU=l2ubw$WDXcI{F+Z| zdaeL8Abk=f^DORFc@N<4t9g;vvpG6@o5?=as04_f%+R@gA6>rh1tieMacm}mYSTie zUCMMwv(y`k7?HhJ&BA6h(EOC0Dgp#*NLv|-`P_(rB!g-r+VL>*O!*TIGgMe3< z07$o|Ai<)NRckF$ls?F5zU+uL_L$eP5gsfEIIS}VnGOsRN;ns-{T6lhs!mhY{F?Fq zs`2V6|CLXekT`HQ8$S!)-T1w%7mEng6Dt0F?W-iPo&Aeme{+O`cak8t#yc~Cy|Y>T z()7Df`Z`mqO1mFKbbW9Ks7m3_w~$xt>+(OBl;X#Kii~1C5vlbBM1VE;&%1#2?8JZW z?A*nFe$D%TK#R`aiSWE0gZB%WOd-A@FXANAng2-H9FZ%-s;u}zCcA?MN)rlMG>no& zbWtIz;aORiU5o+jLE2tmABYWv)^?*~0ZA)tA=qEJy~Yng3}r(IA5r?K86!E0;{p>z zm_HUdJg@GhJc@Zi3imw4^k@WdBGqE|G|qBe?y-Aw9;MZMg@x+O{_8T!KW6tN$Vgee z;ZaeY^QdZtaDmM5u>p{hI4H#hc%1C9pA8>?b6!Zi7KBi>0E)a=8$~W)?FvOh1GSpbwsE__an&YWmqO)`svD{y)f zL8q=dmwcr$X|U!V;I?kE?1bA&z2QS{U4Juf^=I@EWzDFq`#k07$9#jHVyx59S>u5E zRSu4Wpf8OI-ixxhSAL9^o_}yu@O~DLKSoP?`oJ}Oinw4=hUTS@Ki+skk*AtTS3MXT zWV)~+)QuC^v~qJ%a|Bm&$ydR~UggDK_{y0q)wtL6q)28nOpgUk7yLX*qipJ?Et0=) zaPs?8M16p?a>lYkD5lLv^66#AgdOXm79y{!(1YIcM+^aXr#vdx_E~44ULjQDCi`lL zuyicK_V1N!G8s7;l;HblO;247v=tg~WAEeo9HQyZIi>CcEQkzZG0l5K7U_tu227RE z{O+-iNX|~%8Iruia&GOhj`}0Okj~SjoHzHpqym1wR%h!oqMhYzHf7IjD>ISkIF*vBCc~ne0~yEHui;0*ysCW}iO5(!%b`jxKQ{T&jLqCNn_0 zs-lweGK#U==wn!F5|y9;DKE`odgF!y8*?i{^Fq!H^*k;K--6we=I2ISQQqSXAl9Xi zV4Z~lrb%S=f2YgWb7PjD#RI`dqxJ!zEx8RD??%$B0}m}O`v&=Q&lP(;O^NqCs4xks z819Ta|9t(A#Ob}SBapv@1*l#B^Kkd6Xa9Np;L%1vt^fH0#vXne3q(ayH;&&Mntlx3_(s_ku1 z{6j`#;TR!)F1M?O{7HIDR`R3(qN@*sn&sJWv8+}j|C1iapaE9ZKy|f}dSA^X?4^%r zvWTwbN8N0Ds&!p%GB0>J&%qJ?*H*yS2Fd~x5M9k|B7GECv>EIVU-jRPCTEj3r^E4^ zgl*Y!PYKXYz$!(kOR%f7qMN$gU=1b8a~K*gHzkGO zJ*_muu%hsrDKxvZgkrD^a`^R>^B5leavImfykT)Y=^ZKZxczpGCSQaXtRZ&GppGw>n7uCaW_- z#p(&x_BQj^TbS7#q2x|r{Eh5?kexG{@m`VF)mO0pJ$m|Z*O&jE+~xoHy7C__Iy=Qh zha?~nWvBK+^bxojJt<*d=sX~AOMpT(3u8tk&3DCc|~p{9{jbFE4JuUa4m@APwoG+XBr!c?_80 zs_mfgNUiO|Sk?%R`t^?)y+R2%a47zVB`>Dn+&<&M>>P%;_M7!_UVxMTZ#oRMmXmqF#^ljrtWLSdOqg?X4TXLOe*q6)BNw|b{I-b7_LKz%o8}*7zps)& zf(AWY_iJFNa0ta7*3ppuK7{T4%KNq8QK|FzD$8R|8Dh0~Wr$oLg-K&1jlmw{y0wx3 zADB+z034vt>-7H7PXqSn@$r%75Cw;Uu8UrJ z!4-Bxd^su1==AWBS!5txPRCy~B41uAyEqThP)drv# zYKu}!@35g84-YQF!hxW|iE^DRt`h#y{Pokiw@&aJn^7+Q*JsL5VV^(aCE^I{ZW5& z`Tz0m1KEow&^8Z(q|M!!N3j+`bL}v+~!LwOc^U_F#2Nn>D4X$*A$>Bb zEIn_y#FMX-hsg#)G7M*JDzkZ=U6y-l=qiU8i2r>}felPpMd`jKVv{6$MN(dlfw#E1 z_bNWi!6p5kSbCH}Y4!1+asyDFxO_?prRke44AIPs0z8SWV^*tI&UR)wu^jkZB(htIcN6%s=g-bCg6MIZ}bsFM=Z2(i37)^#<;(%99ScI)hBEx#4z8`{>3wZWW-C8Bw0 zm=m2Q&16Z>?We4OvVy!vmFU=bxZzm2iE7vWx)m2H^;mXV+szM9Z}?kjeZ(( z2Q%?;d`7CFxE$-J%V0OaOi)b8eoVkGM)pj_Npx7c^|ML?>zrC$-23DiTr47-->t$l zjc!r;)ik$=)8iOg#ILHL-uq@j{i`ZyZe_Em`MZ8|*}KAebJ?G6@m2}FE$-|%zc2ew zoRpVQmVLGOuZNEV@m~)fKe>DVebx70dD%ZYQt@B^_kaE`_G7e&vPfheg^zHJo+oJv z$PDE)N@emb9kCsX02BKOYmdkKy^A8@SqvbE%Vm*YCku>@;ZXrf$qck0=c>tVE7LqW zmPZTD(&+E2UYbX-6e%GhIL9o2qlGqP5s4eKFkK5-Z z%sY!NPtyTuNW0F8bw{I!J@;b33I z^kBJ8Vz@9%d~++O*gs6XT+1C^cZHA(m^6>l<+0918dX+1d+dmP3)^|iCIDd;J4tLQ z_(d}=KD>#y>C!^$;H@WZla5Hi8MAYK0naU37exvlo=!uX)ID>- zL>uvZW$Zo?%A|K+Af!x%`(!FliQHexA-~QlGs&D9IfU-f!c{qolLG7Mu|w=$oD@dq z_R5cd`wJFBky&mFl+6Kd38x|RL|cB1B*NOC8^l;&MEXxE##-`U$&0IG%FFvoMDK~8 zK1&K*6aW9{@k3Ysd$PNG=l}gR2o}yUOq@b`03q zNo>4+N~?r<{>m=vpB$83 z#;fV}mYIQB4^L24tjocyYMjUlIt#P<38LmCzcC}|Oa@5?64yRb@#{)4N&MEqpMp_e z7C^7bdbyv9sx+c3_tlTVG@p7>Xk6BC6gOL2z{O&Bfro@rGQ# z*~XN5iB7AYpt?k0fO%9zQ;c5g%>dO`F%!r?!XyeH`v?+ymSaF_0Ybk%&1>?M7^&%w zUKi2gx0zjq^#Fr_Ewa(1cXj#CUI}D+!h^KYR}&?uAFLP7RZ)(9PSBV z!el3~>rDHA*Hxg8w!6k$wQ&A5DhHmw@P9DcLpx3(b>e!?HQ1@)xh{q1}amKM{{qWwT+d!mr95bF(#R_JV z?lWA5(dk>puac>Uvmm#56vvZ%ptpY@mE1Hh!BtLMRIGGl4U);!(@*GNjm@=9%HwLBMOh`Y(Cy|KNgRfhkB=mYfKs7Mf z17F2e9b5rzV-0@R5=wZEOjBkW&eStF%y|C@bL+uvIK&(7|nhra*k?#{zI z{m)m_|GYMAe?2yiE|dw4MMYj`v0>1gWg-(0;5Sl0e}ux^G|zM z%ER$BD(Uv3G+jZGvo!xmk3_sSz6B|23C{_hpslaqvl;{tY^`K@Vd=-qZAAr_W@bh z7YA3{W^0mRi1#->pjeOnfd3bUyN=i(g@3AKZgoBG9!cit+9rO~R^bL#YBqJrdhAHq z`v5jn!m=an@>nXRg34iqss;TQI(z09)grnEE&fMdu@#_!;K=4n1#tw%DZij5vFrWQhC&cUk5>ezV-ZG^Rp$lvyp1wxApeFDQAP9QEI zYMrOFl6B`v9P=ztnLdEnQt;Bq5@*+jl-Cy1(rg>QIpyObU*>fMeTjde;;{2z`vII; z*iMd8P3xiMDD`S8+Kr#gl-^z0pR4;fb#8g_5kOB-_!U`BP>x1jY!HR1VU#e*4tNvmIT8cPg5C{1b{$O??IMA;SS$m>uREmi=lC&Ox47xUKB~;S<=N|zaaFV zI}~G+=@IL`On(sv8e5Ij?#0t2TO#-yGpYMUhz}|rSgx0pjn7!6k;4_UD8skt`ARZa zRdbeQcw$O1N4T=;iKb3xY*VHu>s69jHgIxHwX)YQiyRg@$oX0X7_$v=XRJ+1?94+e zD+Fd}jova!2Vb=kGY-}pNF?4t_J&z<#Y5+JJ)oRuZ3K;VS`USbt_N$fAYjXNJ_ClE z`0FMY@pg@TNT5_&>(EC!#1>yxh*P+xy*sPcht7WkVv+b;N<`Aue` zG-u1mL23Rhqg-wEjwovX94d|44Newa4j()C=eW# zb_#c>0W+B9L1!uQ@E7n2v&YOZSA2sM`NDTXsB-@|(n>ilh@YNI*oVJGQy8EPWM=+b zWFmMT4B$DDvn_@&EAo12j6sfKT2~T~#tL16X?L6^LMf-jj<8g=VnrMXHY;xePi8#B zY$~40R>9QsU<2r#p=3f4(Ie-|dH&N|2-m4SO(nE~>)mlyx*J+$e}&!E^;Y)N^Q}GF zQA!RuOfobq4eE+@##PRX-n(d)VQ7*#3|rzLfujvs%NC-N0EwD{d1W3|`fO1#8BYTM zi63+Ps^GLQ>Qq2|Whir|d0ukVMc2y|60OmJI|ox=R3v;&;M@XvLkD{lLj>O(Nsl%Y z_`Cxg#n9CbHNGl4>XsSwMI#wS%QTuM@an^jBXraVFQb~n0lv=j*cx62+OtUIVL}@g zLej*Ng{&Q7DM;6pTf=oiZtNqW#y`sIt0>7@*yZbj^LS;PJd9{thyXTgP*c%}AYG4I zut{UwH(bt?$Qw9fY7Ffk6b#hkqlejmK9q6p~_@{_H^^TE7PxC%W1Wk808X521 zPY!;=p>cz`01o<_20IW7YoQ#7-*h2=F0JzZ=i9tKLQ?lvc!D&^|6kGrXkGqSkog_| zpU1m*_-|id{?{HrZ&piQ&@~LurJ!upxNZff&0fxvWmDc)+C?fEQLIIGDV>A&Z;!`G zrEsBC3RvugG{PXy*BN++RuNu<>mvGbBpb%_w`6@yqjR2m(*Lr^m%JdBbjqiB5vyA< z%2r{Sd>GGkCr-T6dZ7~dj2nC+X?U?Y5xAbbg_7W7=L>Z{SS{zguwM&#S}%NbyCVNs zVuCJussvv+mF+4b2se{x3h5mtUjCHwYzBzIUU&;_{Qb3iyurc&uT}HS*pdL&L}BpF z9)x26vugN|2XPy;7yBV*M}FaE2is~f*uu~dA*`#;OqYhDq9#q-1lEJ8wNMD$v(a6< zEw*TZ8p2|bDhxgkrAoC!(A(0GlI@V1(-hf>6|smnqBZBbC7Y^>q4yH+QUJX_f~J;G zE+i2UjSlBd%0dt|Fm>$9)d)Uzu!u7?p**tMeICw#hkRWq!y;mAf)W~hL7LVd&QZtY zR9%BhbuA{b(N2K&!l4N$v5P|PuqVt88S3XC zo92tp?MLnmn)krgz1Fu4Ty ztf~kse-UIk;N>l639*Bg$nG_ohraO|_@2x5v)@$DHX>xv{TyWJ4#dh^(GW` zRa;>q8%~@?Q$fvuw;9xTZzII+gf#IvrG_{GRP89c#M|6oi>3J7NqoShE{mfDyvdv# z@>?xxO?OX-V~JkW^1<#p3{ioB`fi3k1$hZ*cuWlt>qy;_sW`O#3Y0QuL+bSmianHp zVHWToi^$6(YZMu%5}Wpf=r8oVsPbSY?NTIf55}<}_zP9X+alBe0>3mhKyh?%X5e+> zhtai0&{4;qof1|^sa_nS;mFD+V*yR@&rQ~R&V|B4Z^Unu%(o&M*+lc!Hz{m;XvPj>F~KVMP*vq{odxjR^0 zi5%r?lfDX@?wC(&vwmxO+26qb zWB0Lt{_pbteckgv0L(>UHKdJN>gdT*u@_*AeWJlVa_GeUz=UF78H51LuDvsP}{&Pi7m)y z$$Hni24&SlZ1&(+2NOKZ%dHeg&2(z}S*Q$oF!!W8YN!YZ|8POItf6#+Z(YZXgB^a& zutXsU$O8Rpps(Ya?**twv77 zkv4~8i4Lu-!D?!FUBOc?euvEAB+t`OLmum}*FmI+5;epQ2DpACvw6=55|h#i#1FUGxT?=tM4jONAIF?5$XvRN+K*J8J_A*@(TY*RkSHX zv|&4_J5z$d!@2ixoBM?AOtFJ;@d?@fH( z=w4%*Wi+whD@zA_z)qPKM_XMl0T$ZNwTc($nM$x|u5SFNsVnpJmD$pIZoC&dadQrqWsNY^gI}gdPHy_rezu_;E zv_e$R#&M#_@`8rpMlUtw{|ot5;sE^QrJDX1As~g#7vp(@kC~O?5&ghb41bHgNK-<{PvyO*|9B?p@m!8=WtN~vv z9ruEy9Kvs%AkCjVXH1M-5ZA)F^3HeeiD#|VUf!@8i4M9?DIAdiO>yp&poT6jcX$;*hywyV1>*dI{yAl9!$Q`%GPH&hN&R7Q7zAcVhs;xan@gu}(~{ zE&F!6+0_$_5^TIfKI1M3cl5l=&R|k3f80>!2l;JTAhVRe4h=h32G}a^oZ~DO(J@r>PJyK;j&yf)&hDZt|ihM+bT)bX}B$kTJN$>Qss9sr>80-j5Ku39 z5a|tyf9_^|`PACPo%;Wut^XJ1zAtSDSabd#J@Vo|A3nLmfBCBC|FjmDwa~hgSy<}# z_c>ppch5|uLPLS)_~_{04b0B2dN*MfKV}-C8CfY2w&2Lf-(|uvupV1Nw5KvfaE$5@ zX?$;@YW(s6;!^ZZhx{7cS3j0J&< zsRB8eumwiCvd+%q2iIf-Bs}mQ8y_F_MbvIqC0QM%O!d$?Or}NN8|A0{E*riZeD|HG z1TIH?@H5(fN$DP!Ntws|epN(&6Ip~+NC~1#`7rM^BAI@^;M07TB^s*glt(3EUcHoY zNV2GfT!pNc1I&#~Z%=6wf6&u}3DcwLTtbRRDLWkX5Iu+6OqSTBf-)b{pe%I#MmH-} z3w*1{LeVAX6CO)%>_(3(RayEc$p%m%Bk0)NPe})RQ-JdjGpL2b^kLO`R;`Pf4`8dB ziHV#>2~ZM#HQ#-xGkMVpjD>p&y`coTILjWz7YST>j{c><9pgmX3t#XTd(K)&@}m?l z(h7q$UByqJ^ELuLg@gB{2NLEule&q#ic(yh#0^uTle*tvTf>TCLxes}= zoKP#RMai>hn1S{oc0y+>qbX9ay9+93S4^!l4qzRlyoe~M+@S{a){P(e$EgmU@aF)W z;~+tn=-sJX6nPQ;G|h)`QiZ>fs52>&*$g4rteKO{D?Cr&co_a7k7@f?At}03OCMj> z^I)=($i?lbv$U3Cjqn|nJZ-&FvSD{ zsxU|VV0&jv+uNufZf^VM-0=DKznty=BtC)nK%NC9#>IO*r0g^R;2=KK#(xQrFXVLmK2DPQIIP z7}_$3(0ZD(Ug8Pqz*A+hK;M7+jV1Y~-#t<2(6B-FV-*QPxfCpB`jI z(eo8fi>yQ$Xv%jVT7cgrk8z^CPH`@ld6@_&DxOVqFH3=$Cf(>n{#@mkJX3kytzQGB z7d*-!vch);LMcMLUBIzIXuRYz7ae7B*{qAy$x6O}vEi0CpFloxid-q8!x@oDjL*Si)yKX-dhU@uivUdl*Aaw!J3C3aUzQoWM$ zZDOH?4%FAA0$@UD+VrE&p>xJ7jH2j6V2+#OyJ-U1SqN35*)QqHS%@72WE2r_Z3I~`Yi z*@1ZNEBoC8_SC|9yfyVd%;JV#MG6|prRX(ov#QJ>rBl}Uh*y$dSJr&7j)t-DfTGQW zJB1WX?K4qw>k@*);bfDU*_7`ROoC$ImuCmgaK zUDKvCkahBm8xz#-j~4csFb0A*vNZ^jF^ya%ork?gQh!GaDnwFyFMoiRxjB08d#DOny%Ul&}L~R zerZI?p|T>|i%p*EUx{3{e3dtmVj=3dR6VnGULLF@cp*V3`bClj#0Kj+q07UWN(Iw! zkrZXs1@@3(KnS`6nK?U!Fz#PA?~-aRR3*2)cPvNgq!Ky6q`loCIk@N`!-`DlM2nQ) zJL|ZUi`5$7O9OmQAh_g?J-Xd>JP`H@@zAm3pfqC%Z_lc^P8YQ1n%D-7%kH=KNf5GCLx11<35s4;?8% zhdV)IS@snarGAY*?4w~0ug-8k&nV%y(i}}!)6~9dt7Lkq5zCrj>0adk2a_xoJWkBF zotwOG%8{3@Z&2rwnuFAJrJHO*;}U`x?r%$x9e@zT=aGa2bJaPvq=99j%|^d%`&ELf z32YUvi>7ADjM9OE!It5ME@oV7v%VO*85{9g1W88}qocSIV;a?`z_6V^b%qkRc{qG$ zCFS`7YavD`7=75^8!+)yYq+sPq|%1~p@y@qkEI65OamGtJlvAWmb|KntFFaU^P6f_ zPV5Exe&*3QcVjcTK_o1=^Z^yx&v*ku!Cl?RMlWdHkf0PYl8C${f)-3!0g@0H)~kBC z0SP1BN_+Q?pJb52us=uGr{T`0%=iCrkOjVg8(6#l$Ii}Qj;7|<-6*ByS(?tM^B59sb*MnxIn zzv8?;PkHYH{(-oxy=jqD$rOKBE^{iyrwOQHdQ}l+C9pGI;D-gMLVDAvNU2~I_tI!_ z9*f35WZLxriJL^_CB(4+P57SZ38@~-%^u-MB9)YSN*=cvuY#YpS1>;fEeZ zhzSJ?Dpz}ZA4_??2KBAB zBFyl;3NWQs=c};(jObk!`MLI_>;UrZ;KXl4&w8g&rp8d!F$G&Bqf_=ySfCeu}yErdA@{1njlTj`{mDB6$|ltCKE*hi_vnt)Rt*YL0f zxI%!9A*2msCoPT^g(%}S~X^Qe*$oh(5m)J-{KPM;0du)&<%Ox1zoNmzAjAI5a zn`BL<*X1&AXnwNa`H%mzwZ|qLG$oiE??PlRp+OiI0`xI;f&V3wk4GrVG<0(a;u#x& zytqd`(9)<8)Lswyi@BT8ss20)nK(Sj#G>GF#K5*SsoF*cW#=vNU9@@@V zI;&w_A}VZ^LXxhVG&P<~jXFwTy`K2ibtJy$>pCp!#UgUdld_jFeX}zZz~$IqD?lpQ zHR$!)B28NIDFo(Q!%;?>CY>x^SsN;3^_Yancr#_CQE~U?H9dLs=1rI~>t49HvH_C+ zx|U=c${VFC%e~rvznCB~DDQer26v*CQ2h#yJgO^L!m|e((4<8dd*KFZ^r|ipTI^5u zQ{?A+v}x}B@_fA-U6~nfku5}n)HR%cJh)Tx4v_`ytsHH1G-F;)i)0y=JK==C(qVK`UU$6vc z;>{slu4N=}Qh>3|jRh8Ad`3htFIeZ{A0NeCHa zeLV>Hfp>INTvxbC%B=B6IYP_K1oos6VO-^Tx;C^}1+dZhW%wHX<%Q14xZ{?oYxYT} z(xUKfz0pNR_+|~2?-IRdjcu#VqeOU;;ET$3w0B%dI%|Exz@-2))6Juj+_0qf*Y=dC zLEQqc2shP~Y~Eao=PmjFN=ik8{RJN&wDSA}3i$6=_;rtgUkRXAW7>gL_>l@Fp`0q# z)R>H(9I9M4!k@OBM-aiOvg#1>##VE8q9xr>Qom15f-uH` ztZP=2R8ACYYE1k23XH_&_HxwjDhg|#mjaJi`0-xKN=OOhOg8)|eyEe_rQ{tK5!pi&Df2F(4#jS;-)QXm9ty?qlF36igyjf(#Je z5KY~P>5NK=_&zv3nw%bw*!bY}QGYbX#Bm}jB`%VSN`T2@&hmmo+9~PoS_-`P!{Ooa z=}+wB%}?Wl0W|O`2dM(PoYut^sN2bqDwAGM%}8wl{C;wJ{Q9(i$i|cYWC-vNGs2EX zEpL=XGaM)-e%+etKsA)c6fYrFgZRQV}883&~6(8UnHff$)c1KN*8;w&5nj|Px~V_ ze*1DfIVH-+tE`%Hn81t|S9x8slGZhiR$R*TFELO`0PpwMB*|8jA?pkek47g97IMoF zDSB8FLPR8n1?#c>{It(H2ZO^Alz)VZOn}3vW8RDL#Q+R7=9mw+G+;8u2+nc;q|TCQ zv?nJCGLt|bfDD$+j0hg6a(Flyz7$14T@E^H9pt5ueZpa(1l)@AbT&9X8c+I1ld)8_ z6g-OaEM2j~{=c8?pB}uLoDF{*VgU&Ae&!c?b1iLx1)(@ zZ1U!GIDT_H+Q(Sl$E{`G9USc+zdJh|@3AKj{LZP+;PhZ}FzAoY4&RO@2PdP0;praR zb&CEt932l1CO^q0iPoLaaPagT48?duCE$b(k0xiM;nC~Ko91!{`>M$9<0lOxrNer* zKOFRbI)e=h^YUP)q4dGgWO({&cse{94DG4>V?zyC;N#K3KAuL^f!n^I;??o#>!Gto z9xZl@|}U47#>YRWSkBM{n6-bJUPXAJ9~M2JPsCw>75)L z4$uDl_VDEF@Zjj}1Xt|QqtHV1U$<`H@yT#-&>u~HGFQ|ohfQFY$8RUNBOl_HY})Kp zet0xIef`rObIG5a_WwK_;HlZ~AD$c>y>1+&E;*hIPsSnIa8Hijjwi!YHPq%~C`(#P z_Ozj}b6mWh501_T{n5e8Q`!v2FUP~vAMxMg!0{SS`Y#Vg>yKf7bnyD<5GK$n_xORo zU7(QJt0=k~<`wVyr$+}zukEovY^E|){Bbj}q2f=x)AL3g-;G)yo{SGh$47f?hxgng z{@3B@@!5~KJIqFQcyFhX2Ok^`kH!bk;KM&YYAAF%d^H;W``M^J86FLO!p#m1ezF|| zNBL}o@ZR5p*Wr0h9(;fZEO2^@OuGt(eECS)8s!+N^Q%Z#KIm?>HgPS+6 zt7Tm^wq9c8aO2+m?1Qv7yn^1Gt690`dEiO(eIezJhVM!m34!vfQq!p7Gc-%xBeY+& zuF8cI?QT(ehTKLhFGQ`74E*jB0$7vxHPFkr0Os1IRc0k|^wTl$`SeGw>Yxdq~H z0f=o&TprPWHNTs}^?Il*bjMsbdMPo6#(c%oe2Rg9{x<~{5c&u@u9*W(w7@V^v+Gtz zM?DrLr=N1tBj0S#Vsg_o4LDlrZ3_pYtpGUIpy9c#ka{5+Lr zYc^5*ic^@T>kXg>)?~D7KqI5GWBEWEXIlV4y=a@o$-Lm@JWu1+Qty&1&OaWOO@#!^ z8J|Y000xiV%f@k7+p%@F+FGTz?_o|sjV$?5OZmTqQ`yw@4X#i|MlfOT*(WOT` zt3_A5War|MXuP!+`4v8dw+RHYtN_3xzhF@bUhV9gkC5vrDP?%{H(mHrvTx@3M|Kev zEKXwfkz+I8Y&Tm>qz(Wt1)@23O()WC%{GY4P0w8Afu!yh4-dyTzocT$Y_DIMk{0k8 zbC+&40t`r^jVbLETspKZ^CYX>#6Q(bQKu6?G-Us<7+sT7!tpu6If;lj-8aJUfYL!{Z~VGn&d| zYaqf5$>u79;-bSc2}hGr`Eo6yi5u{ zh1sRi$Xk(h5R)jsV1Uy$A9-|X%0zLPLftxdc#8fIa4@~di&+jL|0aPI z3whpdz|vYkZ-wvcIQYgAA1z4OV2Oj^+sPQj#sFD_ya2w5S-k}Q4^yw#@*}{PU=CXl z7N>Iv6Ax?=gk~5}BL=%WL<>kMz-7oP5|v6CWYxUL>)AZW=cEffq&1!93oh*^$&~e2 z25vjcG?^ya*fO1qv;hqaP1z;zDS1fc9mYnOFb*_Z9&?Zk^6ZvUAn-snH@9SXB8nbT zBvFi1lo7FkASiq<-;nnK{E2#I2Y4JT8O(Gl=SZd?zT(+EkiodbA&tfTmxjGz#7-MS zQ+;E$&7g`1;Arvjg53s(O5fa}Zu#)7I-~+1eOQF+i2@ZSxpnuRlNJ%`9Ku!N2z3~< zn#3&}8e&=MaxH`yyi$q<0yE5$>71yOBc@c-`au;GH*}bXXbI?T##l0e(v}5}lWCwu z{Mmp=GdB}JzFFfk$K81IXmm>jHswdvVWD`E6CB!s(dk7#t;^x9A2K+4h^wHzn`CAj zB}{o3W9lHowKugr)>HlYTR1cnhAVpJVbk zsAQOE77xC`ZY=ZRHi%M0`)dbR649wdiad&}gR@`Fc|x#i_v!shu!dWq7}Xnd<~C}? zZV@;EtRp!SYFE^b4||h|z$AZBJs>4xo0iE8oMi>76ir44^fV|+CNqI?g)6k>#|7(_ z#@LX}ynXGfDXJt{EKe}ZG@24JEpX2X_nR_&q-k`X7nay5P^6M99;nX%{$sAkWg8$^ zFg>OctpcgR<<|1`m4RDeT8RShrP^ zgI$~_nMBJ+Z>tQBH=cq%907dAN33k}3lm9(NYf~zEGVCwd11612HJsRMbobV>&jkO zsUNhl?Ab~y-|khJ9`EKe&@BplXU~(6JR{6pzQEmM{W<0WVXV2e*d&2%BlB$|g-hV7 zAcq%R?*&ITz}g!f*Bp&;cH(Oxxd+l`(;5Xo3B6n3i)SR4DXfhI$@^i#)Q@v#g#R#Ce_M)C7KsiM1Q21C=9@Y}E$NJHI{ z*up%dezT^6#=r4|Km?SnsV7b9H>gVeX6vh}J_qvNG_J)U+#dh2^W=$_|NGJIgFF1ke?t6+fdk8q4FE@(2>6YQKU-I3f=^F0 z)%m4lgm7nPi;Yg-vH{o~1h_6>7p;0}l3ntcrAb+_?5kMSKI#N=QyX9|~TVBFpC=uUVSsOIBw^o+>0B5ix9L%4+g) zJQ<$8Y6&Y)Zpi(?o1u0rZgNkA{~GFOPBrl+zqRameEvcD3k#xS~|``JaUu$L`mv8 z6nS=}q%4E3K%!GE00u=RLft~u$P_1%PKc|G>0I*F9{bDI9{aI1lfhUunPklkma4%n zmEL1NHe#U6Ib>zKV3&Nw_;pfNWvIz{RB9TVjWqyni7mB{IL3nO8zg`h@$zYGZ9PN_ zRV|ahdlm!yagBG3sC^Sta_RY}kkCbYCgj!PnfOW9U{Ka5V_`fvmlsc+ydfmpKWgRsa; z`k%b`)6c*YEW~$@j~RCaG9B{*A>GLktmT-uiM<{$^mzw7iSrfSAEoeNtna6@WOIg)-@Cyd-=yizrHaWFSh`9GFob3Q2ptL8ctRuCn&#=_B9^k9+nq+ zw8)Dp`Mcvs5K;Y(x!c#715SC$As$`zDHE)~a~u~aaKa0!)S)VS8(CUFWI)}xY8dY@ zv2eyvr#MpAi3Y%{7C161%M}7DuQd;AU@0M%+=yEtu{UBj#{LMoV%I?~g1`HGggo-| zl*hDnOOMTXjv~+!!9JRjm&Oe*WP%V-Sk@I0x=pFk2~X1)0NiZz9Me(E+s+qBc|;=- z;`t1#qvt2Mgv9McrGI!}^e^`O1025L!EU88OhgO7TNG9<>fc?ycl6b9O}NPsLbEul z2qUvl5^x7x&>%5TjXV@jj3;OSvgR$%tJ`7dgktkIIi;%kGg*qN4pFn zrPlNXMaCc8?wVT{t$J;2-ogOwDTY3j^<-uOk^l6^Ke9g`Oe~nwM+W`EgGa}e%k*{C zJj!6Cam_^nF!F1V!hxgM12R5io`=#21&w03-AXa_YnE3O_ow}{dJp#T89hMaNwMSi zAe4}O&m#66J7*nlcw24)%C+5gp+%39R=zf_&k<$GC#tsrQDuGpn-DbxS3ROg6Z9=B zrxEx{tfdO7`*cxlohb6gWF29MB#488114E-nYwOwnJg7Jysgb2!oGuawBTd4R1;8& z@tS%Zd%Tc-x1-k2c4*sVn4bcXshA#;V95S7d9E}(h?%sm?#PzYBCk`pfqYNGL@tQC*ed<;f7*W z)4BgfAuwj@E@TG{nH^PAF9MHWtG)F;4bp&`RD2Q02kHsfT;i@? zfjx%5@3Bdj5Db;v1VKO&yzcZl`v*HU(Co}zbo%^xBeCRkwaTXRBG14|ufVAYWlXIu zW?SXp@*>m`ATRsbyanCkRW`l-s9+%W0Q_9WxKE8sSKt73?5lSXWh=C%dI1w+JS4ToRSQHt2^O@*;Y&ET(!(-xt+hi45t& zA?@KGANAC;GDC4wV?CA>#e&Xs_XSmEU6>!G!_rnA(AAX`an` za(fB|83e|ZmkBwj4MqpLsj2{Hs($)0T9u4bD}o4J=psr1#{USw(O{*W64I3gD$DCu zPX%Vc271-t*%3}2qC61zK7BQo0-6Ax2q-bI#oi|+^sjT$#GNgqFfZU6;1aGnTkp5om~%F-s%5!%|Nbng z=JomZG+*2=>Z^=b_hs&)`$<{WyuAN-_u+PHA`0rZFITQ(Dybyclg^Xlue-tAX_(0c z%Q%neN@(fVop2Qu<}+2pj38)xu831nkNU#EWTO1KYV9A3cc54x^^S8e+j=8btKKot zV5zQZk1YcqgABP-+yshA^O8OP-sc|c2Y`1aj>67o+%OOfnU-f+!Ou-S9gYb_Cr8vw ziLQv0>}cgO{J9&LUzZ=?y^2Tf3X_YF`%Y z_)S{uQ=K5-3&;)(X2&{OgyQiQ^2Y=P&KR(+pfRk!Ep)aedyjYQdsb&vl7{(NCnt79 z0@r&w0bB38&>CsrV0-p78RZrdH^n?X;Nw}=h-`IHr|D`PTM-<~XD9Cr&S>+J4Q4{# z0w;M{A*JMh$ctqJP}RBQqXt8J&pI?Z3U-Ax5U4-Z94{exJ<-jC9^YHr>-fls?0ju-Q3_z)S*uol#Nn6n)_^!V&SHw%PDQom@o-FinI@CjSiN z40vJy2LPa{h?P9O=*9W8h9GL#kTXj8YhO%A?5u`}@^8ebzF{48Eu(;q!}x}#^BdMN zrg{r67bx?^?-y&9{4Jr+8W-MaEXk&6O=(#U4)^f@C~j(JXlp-@j_m|bkRxR`$W^%S z99v|vh@HxksD__~wCMm!xQyNqwbY!9=XC{ltAB~0TO;DqUME%iEnA940%_~Qm%G?C zJrvc1aIO3X=U{Rb5!e8Her~_ipt%n23-;e0?>=PX<4GU)RC>_^6JiAKD3lD*k`E6p z(Z!jR-@h}7KxP4SphrBxyP*1xY&=5VIA2xpI?0R#i0bXU+7`wiC2&G!Y`lJ@gEeK( z>k$FyV#_*oYxKA}pNj4LcUX*t@r)1)*ZLG$Bw1&=tjpeRm+d^+S}zyLH;`i9foDsb zOoUPa>9Y_c#FW8}HSHqkP7J6h(;^2@5BX-=W~1ouNs1|cKv#q?X~JjRe6j26$B>5- z7zAt&3~<`sP>7LZZV_hWT`i>;;~5Ca0k5P}yF4Zj--`r zymO)B0cChX8|D|8mT=Q$3CO~f zZ4#xO1l}7-t=2-@57kX2Oe+sKL^Z`BxlDd6JXysH{Wj;OL2K=6k?&%@|8vBDJ9=;sz??Y1< za}0JsNbXmsX0Z8GhawXfuM5<`QeY=$_WR*&|7ddX*Wo@pJl-E-iot`U$sg~(I@x(b zA{41Gc6*Pm4Xrt(_8ay8`V%`iI+z^vM+bkU41YZUAXUPbRPocRQ^^G)z2E*%NBzTt z0Yl>98RJ+Im}Z_MryT&fk^ACb?khv1qgp+EUeGUGg7f zwHLle8xtP|7AR&*xp%SLc_I=w2A`>&gMytBKdfnvhmn$XOIPP_6+cA7D%sbtYXOMAjBlSY4E zX{Ct3)Cn&S6oofkXlY(*!v^Mopc$p3Xqz-1>fttdq?;BK6y@+mCGtE3ntWup*lHqa z@Xg&&wpCG$QMow8B-Bm>wi4saUkycw|3QeAp>~pNHt;=z?bUU^RT0VcW#GdEjV~Mf z6Kmn!=Nzpm?=2l<$I#$!ZJP96QI|urzG)KQpDI5+!n)E;Mc&x9@vrR-VKV*a4gJ^} zcoEqwcOhc=HTAmgHDWs#J#We5(yl=_{g6NJJ!4|YMr9RHmE-X35X?Yuo~;+ZWf+Ald;aK0PzSmBf+#JrEOJ%_fc&)(Wd4_OTZHOhw(} z3I)RMab;Qqh=Vo|dwKVp-qs;h6@$;(j3!_)2x2%3F}Dg3LTnG35FQ-yp8{<0dEllo zbw6R@u$9s7g)gaR?dDIj%DVO?BMA2M+;gyNAg5VxVZVO=r4<+c`(LWqdx??e{j<~n z?eG7`Pai*U-~Uf`ckb}tzUKR1g_s@~i_UtCRKCKO4^sK0;&q8avsrkU%@9S>_6iI+ z3ti-eaK8JY2W%I8tLO<#;PoZzJcI{01wIH*ILZwVW=RR|%@#tWk*;#n%UO}vSuCU9 zFv3rR#7R=TxJ0i5%0rb!>8eahr}hlZtP4n|zGEcvTB?aC?__uKYbDime-d^z9!Z98WPP*jTCcWaeY*)76^LPU% zv)jFyoPh1&GAUt6g{K$c0h>C2XzFJmMT{Q@Z8hW91R-n}jq{8@ z=?QJ?LmgWy2!=iB#}jqW;?+{*b>&ix1^&)o!8&iS>Sp>B2ju=He6wZB144p8-01N* zsYH?&_t7SXF(Ce_2IBEkV<>5R_x}55y#J&tSC0*^A#b1d;xQc!ExT|y9<1Tz$D;TO zOvkZ<4K8fQh{U7^BgW*0K4g04@2S=}UU72r*$7Vvwf-lo(rDsJh?D+Vo&lbtF z$a|ywv~To81r4!j_-lm2P-MrPl?x8J z0d1wklWq3;U}DVSVCd6xo`N^Fsqml$ETU{W$K4hckS$G<3MuVSG)j|cWu+W7DVok} zklxi6z5j<~f!EuwY|N)MECA&Hg9ZCUzS#G+x9>|j?w6v>y#Np!@hJd9vGgI0Dvbs$ z1U#R>wvgAAQ(+NZ2nCVR zNxUMFN(fn14l$@8Q(+Fm>#9xGqL$v|`Q;ufLHNtF9(tQY-p#VY;`Zy#;h`M?O!>;# zzkt04uie)m*EA$SHRI|6Y&rBm?$fIq1vC?dg+^~6McTsxz<(G!iWS1PSF3hON=tgL4N-D3RO;-AzKIG5T9L&UOVEuIq%kZT8?A`kZGe5 zwm}pMotJ&}#!((sG<18A1z&K&+-e)HelT%~JF5p9%yTVA+@9l_UN1?8Ug^pXG)(K5;G9LsuF3xQCP_D@jv zIyd}4JC=JKT}W90cK*z9)N(Qt-Bv&B3!*Io-CjU$ZPyOpuz7`5;8pW=!y!`IHN&Px zS15%o{jYj?tMut#Bmrc*|Iee{C%XasuemBkWQkn4OHm5JX@I1wKhB!U74xe^O)k&nk~|{Kr*PB)})>*VR%6UZCCCcZ~2g z1nrt6cQiZL4boyo5kl6LL^{=rz@skBPG5qkQWjI(?Ep<8~bmXmM`RozS476BFQH z+`Q8RTKb!GDq8%EPKVbw?sRgze|-Pd!M`64@%?hEZYQvDZ_+7dWs^q`dy8<_Zqivl zP37su{dy8rb5nVNM3_RFdEPxrY%1I*{|1}6$QS4l;Y*8)=o-J6vbIT!F)xEWyW&M< zv!*JyIctOwh$u;0{F+P$RYG=)cC3dgH=E>TNBg*$eWQt9mjg=MQP*ugq5x^_pC$9N zxqvF{ez1xUB!jgJi=VBc2a@U9Ma9on(cyKlsQB3`Iw9t47sMZ}V#e-t3mc#8nUGt^ zn+f?rUJv%#sp9U3TfpC1qUarlz;EyWkI&Ac_pykU%P#`}yhi?i_-Ho}|9|KI@ipcD zQ(ScRjuzcCbJKP}8NPo&PI4%*W|irGkMKlAv@F?wmngFLjhgg}2qO@+QEq|+tC7kO z4$uN1G%Ao`OmvV-Ki5*?6cx#AUJ)&8k=KxjFr=d=e`8^3Nj4I25|^ui5rN*!lZ0>K z?2TQS?-CqlYqp=wdXk7)a{W&AD$wGg$FTCEY{~&7>x=5YIwrKtjTlDq%gs{!G^O#u zt0dso-<0BqS9aj8T6Uq*1HlCzoT#y_awDatR83P{oOA)g{oL6?_&A7lSyo~>D4>4Z z&7!Wt;Uoon%#PYMlYm)qyG=2MkYyqgJ06{c_;m!95o7PM4kQEvWjGRFN`3zl-FB2c z+sl%O3+bel4ejXenmyLFY~~GVk~SWn!T>dKJaigh)=|SW<~uyLKFrG(7~opRY8ZqP z$7$cQsA9RB7E=;dcBs%EoyF$aA$CCE4QOtKOuaZ)oro5lc4euy<%NYgT=J^Roc!eh z|M(8}ASZ1P<#s=m0%V`f&|*Epu4Y>{8e#|JNvrv z-U#mJ;7cJOxZb@NHkJPYALPDD01$IHK}pJsGx%_JKHG->-|{igF8}X5dAQ@s|4$!3 zdUz-Qe;xUsRVBEa?!`%o5ue}Q|HJ)n8OI-c#*gAil9q+yp!V21e%>!jzBo@;+mzbp znO#urq&=qbrVX^|E}QCq#`>S!$~j8h$ZGhC7X(wQn{6rzcDOy(Y5KfKvT0qNMR9ya zm}IvlwaYH_KWFQx65Y;tbvDg0#4f_LSVX6keVeK%O4pVaqhB+kHB=_$nMA&B?epyH z<9U+BGoGE%@3-&SYihTlts7AD@J36!QNyrps{E|1qUq%sdJo|{Ai7Z_Xz{nV=4gY@#-yHmho!vYA&+m-?Yr~${8!Q6ufbPER&(T#ho)*cn65zig+Y>_U15D#6 zudgET#z~eO451Q4`oFP$F+(7C8L{v!drzX>d)8wU$QTmnM3|Vt8oezlkyLv2w=&P5 z=AXyMNAii0U$FOzZ1S~u&n^<40{-v`s5{<&^XsQ?-V+iW$(*I8P~bX?zx!6x0?S*D zRd++qxbG3N9~|hq@IHYQEM1D~0qGfyhGg^J66sAMYCS)P=o|5*$=LgEcv0lVH-c)! zosN>UF1V%tGK{B!ijM6I-(|)u1 z)JaO#<&!5pqKVVVPHCF4LvgvI3&EW0;S?q*;kHH9jxnk`DgUPUzxS7yGkqJtFJ~Im z{Kij$cK-kH$x~PU-+j3Is2It-WQ*q_S{6d=Eye&Dw9-%V5kYw#Z* zfUeh;|8|}{e0(SW{XXCS;|h{K&L|RbNqmv;g6+gdkn>IAT|-_|gmE+TV=0l6XZ3;! z4y#%RcL8Cw`j+*tcmYntV72nP>MZh-;FfZN14CQZA!N(_o;~QA?Eua{X1;@0<D-11Cc2_)_C4FR+C^IB zR4PFd{ol(EMFr2`l7Fai1_{;Q8s_*zQH?l^_MtagpcVqN-Eoq)COoWTnZTmdlQ)XW z3gP?N_v}&k51;;^I1@UDyo<_(g*^{k(hSG>dAwSj=jnEwl*_#2znI??d0-)x6WKI8 zCGOd1%Bqb48G6^Ejbme*BaH`o+BDm#=&Kb?-Lxs&!yz-PGU^jVd|g)L^=yMZ)0iss zp3q_+rHDMkOmKVbEu@SPwrhpyZE1g`N@&koRTYqA{um-P!W1If1qXeV5nTt<7^@Tz zNDtPe>XzP*kp|D895i^CiH6$3xB=Y+6t+i$xR1-m`Fi~`r^i0 zgWo!|(x+kYOWqS4Si*_we>=8zOnY;-wW+1hJipINgTL(M2xYX%Uq)#Rhju~D`**00 zj~p6l0h!hkPQL`B5&cbX=07E!t>i9ayq*Q~PGf6|zL zrt$w5+y9s9|A*{9bic3k|Nm0^|6d;#G5$Xq27wN=(pTdrYH9HP+=zYuq%pl&{!bbs zj+r!OWTrC%CjUZRlPo&NHMf#sc55@vq2Z}j+{8UB)6xPi92-x7DIHA_i>HQ@#${=T zP_DNlo;l>H#fp6g9kerGcB2R1PfmnU+m3p%prj&P-sSf zT3J30Mb|dOKyy>!Ap`nky;^er;|CljjVW+qUrZMUoI)ogr}h2~z+uJ2;1l4TKk6#$ zB42rsb8L1jE-Q-M*)_MIQ;88I?H5$$gto?UC2r3q&@uRO-u|aa(uxbH*_xm8a7 zg6>~T$hM-)b~4G~|g5v}00Mr71Y z6m4Td37Pa*gqKRyH~scWV+dKbQfvpr2BL#0^nw`l$O0EKe^3`ufPsIp|CIJDSc4R& z7PZ^c^6X&a!rFsRdxB`qX4-+j)@<|Gaii%7Oy4{phEf*3V6Ye{PRJ|A^Cy3z&Asq5 zM11ZC+QqgpowewUFdKe@(WtL$ZWl+4{Nj?2#CJ=J-rQ8)bkXecs35uH;>05Np!%N^o7(9Aq0JpSGT07VN^X| zTsNpSIflr8`Fb0fZEwbt42|Q!5u57ebjp502CEWUEf|Qw_e6J)m-HOv}U$yp;lG#xJgSK;B2KtFuPsPc{^Z z&(5ialkCv-s=@m~D}o`1quLWdU6 zc_x+jX#G$0{S&YhxHkHOS8zYlG1;+)o;*R#uM>-%>~v%&WyyYHpO&_hP$D0nZEBu4 z9>HkTX(R4R&|_w(KgVr@ zf;QOP(J}E0+^0ax2HzH6!iCGgkhO!$6sjgAO8jFM7PQFM>_1x4G9F&~Dpz^`FTEEP zgq@&?(V2A8YId~Y@#=kPjY4OR`zS5=9aLD31tit^W?QoF77Bx)nxq1u7#J3#8d^1o zv}2mvJ39L&4CNegNP-BFU?k$2n}t-$cP z;*7uxdX()v(t_lFz#&V4Z1B|q%m3^2za4F@nSZVVxbORa>V}n(|Msi@O8@&WmH*%_ zm#FubmNB*J+GLPLex9A!o@o*3_Qr9|Fkw$@FS+S8BRVo;vIE5!@Z$|TUwO%^QR|&d5FSx9z7B0>C z(T`H%P%z(VZWO=CqSu>4qSxp^)lO*7PC|b=na)f{XM5X(am|f@b!@h?Grauvm~5t_ z4dnF^nbs3R7izf9MZ2ov>vC$varp~?f@OH1{Kd!dqDbXA9d8nV;()@9WEQyImA;(v zX91tJHgsSyx~+2@xJH-=9;NZalXMS{H3bRzIUV0dbVnezgF=;4k^6`ss#*z367)F> zcGLsqRQZKNTWhA|lHH#+H#KEj^Xh-Ptu}B^(iGlJI}V>4**w0?jk=|lBH{J6=-McJ zH-C3-@XE;M@n!Dl&9_NxhoX8&?a+ZD6j1Uv{o*Z6N4B+Rz=?SoM9@S<1W$ z^GNd-bRD7|EnAJ@6|Qnvw?BhjB(Yc!%I`p z{eM|hnMq?+!zjgsTT(cU1(#ff9N;!nQ@XRX4#AL2Z3UIS2Xkc_^Ri{CpIBG#HnvS{ z?F>taX@@{kX)%LujI&T-pFXbOX5Q2C(@nN@ELvj0G!N5v?^6vr;}5nrBNa$^EZT$)#?)WYReVJ%do@Is&CH(ESRh#xU->j??2)P?!*yv#bwoEG@lysSP=V-` zH-YMNKOSnJ{Dyo~GCh=P^B)pS+b6a{GpR+P3w9sE5h)^tMy4+qv`}Vj?TiX)MY5ba zDvsh@fG{Gqk#RgpX3DIycX^B+E)>ZW7sHhUIDkiu8if)o3a^lmzf2G6Jh(wGkhDR~ zhdB1#H?%9JYD5FGaYX_RJV_c3_0&PQQ4FXDQT1039adKpLHdhw_Q_??L{JQh*eU;k z?h1?uOhbp&4Wz^Zc_oF`@;@w{NO4MpoYSJk3S`vC44E$!q#e;D4pOBXG&(!Bxivrg zR{!VVK|=3gqCz=0_}GVm87<2HrU;s4?=cMwCa58r6q~$F|mt z>Q{x{9gioyd#U5Fr~yG_kPGsMgKBwiq^K=s;0lcR-;-wy2qF zi9B7?Te+f*yEl{hNHHm|kF`Oex5pAQ`@m{GzgnnCMe4Nl>M3Yxuwjd?e#WY5jJDB& z;^E~#`4xjQp{3-)(<=Bj# zv}aGsv^R-kDClS&+nQ-n#uVUW5qPW~JZP|}6+;FMF7ZVf4iN!&d5efh8KbpYI(QW3 zQh6e(`tq(dTbeUUnL&jhm%T?HQRsxdxVZT${@*Hi;Kr3sdXOJUItB3$G@jy5iP(;c zV2;S?Y9Oi_JE607|Ehtas<9#ULV)`O34pA<^3d)aqn~sU2$2WHtEcpIWzJg`NVa=^L;89HN zJN44A36h4lKRa0ZTCYu(wNY3<10Eml1-RQ?SVp`NdR1JZbrrix^-a^o~1 zg&Q;{c9uM;zFe7^z3g~g#%U<=F*=l2i`byknG>>&;DKATz!+M@1*RR*bg~*?@s_#& zql}JF>yzq$a{k->U7UlN)aWvb54dg;Pg*oh3}u!>@X#iV>l3o=&23GvKi+amFf_m> z*(qX7_9WPrZEJ0ceCdEcWtpnB&H;N!udNZy!Hu{fSNZZ%1Ht$I zt)s2A$aP#`oY2Q^h4A)hi&;lTT0C# zdSppyNISDFEzM(bUdZb#^J>>2gHKjo;$X}~11{?1sA;bq(@y88Pf^#%NAP>a8^4F- z^N!3;%C?AuB4?(?Wm?A2iK!D0P~rXM0@*5dNCzEJnq|Z}Rkunr)F2L>w zaa_DJaLSQXdUd#~n2Es4)K3bzDRY*pF|67$nW`Neoo#Q-M)~cVg@Ud4ac!O9R$(FX zlQQk&d&z2SYisE>tEH)zEV!B^C`Qq33IUh-?a(sJ6lzB|0QfCvIyEHrL9^ z%P0j^=l4YiD#U%9C&FHJaA~*dO*jc}n+K%?xsAp84tOY*k|U+5DN~FxOR-S=QI&$n z)(ZI?m+2_P+uKzfbXKW+;pjxtm%|g>HKK}i#K^+(oRB@Gqq?T}(yAi84px&w(AgHK z2C_}`2@3EPH@Px=H5OqE4)sQBxGc{6H!HK~Y|C^GsVguJ%S@Qi-ga{H_)KTErYyeB zHuYLzZvnBsdF2ITehjDR}%Y|Be8$!#stojpdQOps2+kOU~>~)T=hnT-YumQO^>#- zObgxt9~|Wrc_~0?d`tU5fOc$F&4-5t@04kFo!R#BuqHt>kxWa$5QXiyWS|O5P&_jH zf>7XSQ`ig3Pw@qVP=4GAdu2zSbZ~00ud%W{#F1`ksV<~iel-t+Kz{nAy|(7oyw{|1 zHJX=%z*eMBl(>IatdA(wHhf_*j|J5M&LXu@)UZWg{==iLAsv~F%S}@gN-!4BJQJcQ zdeueI{i+3@tw;${sCUN40bBldyUswuDtl5sd@4GV7hQE%QYyM2HeVvpN%U4EG76|B zVfLR{s)8yDul*y{2AIJ#MTFt9*G;J+^nKq{(OSGvZ0coIUT($u)xm^+VEvEgCI2L+ zFJF57Uq576UGe&V=#cuMU#lEfyWT> z@=bDO7jjzW?%qg4#=8E(ubR%c&+r5Ny$v(;!PJY5Q@LszIl9p2QMBNNwp_tlHGfe- zF~cL3n;+#M3EJhvj%)v8A~wn`sT4C+$;UiaQPuy^!=Hg6*S-S#I%R z<%kJ6%81botzi3kVrQH3d3A8WYi2xXUNWsscpzW2KqW-5^y(Pu??g#Qk+DA( zU@z;W=(KX}ExJ}H-^il6$-H%TzRCjkFQHXnS>x=IhWYom$%4jM+IZ+*6ETrC_|=Lk z{}N>W3i8Sfut#8{iQ0{0GXinB+{yW);D#(>Xygc`I1Fp7ueo;Qh*3)TF|al&)S{JF>8*3Qpx0S&9VPl^`t?h#{SAU|EoD zFI1vXQZ+u3ii#S&E$I~b@T`5_vlDrHDpL?Rz7U!KOv;z3xo9O#Wg#!mp?9Z9k$S)C z`PlsA9+()Ya+R}k=v}<%)ovj=mlkPZF^lXKQc+o?CRH$D_F|f#s$+B+%dO_7-~&do zf}$0C+O~F7uJ)~sjf#=IC}T%P9Yy{9WeQxcD(_DN#h6S>2d2Qm(J^3O^AGD}>6ArK zv|zseGNq%eaK`_6_N3z1sWfD1bCk*|(5nZ}_jbW~*)|DZx2fFlU1SH1+7mT=m$xYi zu_!B#BGzD%&dZ({tDe}A?GTZRr7=}~hzYc(SfuI%ON{D*`Mx*Cj%>>`<;#THlio@d z$QSvin~N+az;2`1v0QmOiBRzoj5tKOoWV=cP6u#2P{J&oRqg*Qe zv-Ln<;QwpC!6o(|`_&Em>i(C1rT*vVc;rX?1{(nSNFc@cF%y5Sq&4N*DLVm$&#`J9 ziFy;fs3Grne_$vI4#c&3fvJc(vs7M~CGrIu{$L_j?0%I_z!iF*!o}aX463b0?tWU_Ukt)trP$>5^_s)Sb1!MCU#OE*je88j2ssv(_x4u^`3TAE8J zRXO>o1s_DppE3HVfV99(AU!#8{P^%ZeK~8J(z;f)1J_E02D2T-3vVjw$kD~=(bhyO zv*IU$&vkTr8*F4Ww~qZXAFe=4ge|G$%XLgt1~~=fNX{zo&wEty;aYHF-M9BQs-=QL z&}cM$1yCGK*X{zroyDCHAV7k<%L^p9yA#|c=;H1WT!I7-uEA|_mmtC2-JO5<>fS24 z=bYzw&-T=?JJYRuTzNfJE_dM5K2*27*FA$h&`}6@Nv|I z5v2&h%zt-nfh`IV5%kCkJn`@p7qKg@}Kc&p9nN)&r4j(Z)WJo%m{9> z)1}aw(MErk%Ve=}Nb7+MO_C9)ItnScxDbNrABQxh^Ve>6?Hp+UVQuIl-}*iFmwCuDezi2 zO^&>P8vky%Fp3Q+C8l_dxd6L+P}3*yj3@{Lt~0puFaf(-$b$_c;>y7P9ak8yR^eyB zS;>)Vdvb=cVs@Zt#U_9J;@5r9)VbWTEjY%0JZADP#f#(=MaXAw;-T=NuM2uZQRC}+ z1@m2;<0jbtw&)K(AA2+%X~*hbmmK2ksj%l&>T}4q+g0BvGswSN#~WcG6>eH~m$QjU zD8|6I5Du>6Tbh;C(3RM~AX#rZvW`{%JQB>ZQhU-&vSeO|t137SaRWR9Y`4$Qdfnka zI2G1f73AtG ztSO*Zdc!WChq+`sx=%kz{m-7x{Q`ijPYMS=+1FHf4g{O>Tfh^Dm2v$ z4>E-;fB(E#^Jx|FeZ@WXFekXeRJ+1{F~szr&lJb!G21ypW5OLwA48%LYdXj@=ckj$ z21}9#qgluC8{6rc-$y}*x2N`L6}DQ<#}|#(gvihtJ*b1+BAbmJvDwdcwZFs-w&xTJ z?WT^yV&B?NNi=a+IjVS)52s^E0x?-^hQFY(G#cG4ZK?lop4*HwLt|-LcUt7qJ-J{Q zX8A$O{h8#Td#%v4QSw*zwl))Y`{8^8>)*2upe&h61)tRh9C0-0T8zn_XSpd+NdGk) z`Y;)8>8{96rr=gw;cgKu}GK)6)ZZk8Sbub_#)Taw?U2TE9)_^dal z_X35fFm*r`$}&9+4{CSouCrO*N*+WHe1wym;~Zs}mTzi5ZpOcr)8odeu+%i`j%iYV zpZkbB7x8KFdAR8CMrOauGUw+ClBKPR z=u_el%NFFZCTo&r?9Gb(hmdk-vYIAz*~X1aoL;}`OGahwe;%g^T38b9>36CKJibD8P9 z$_Yu(so$c>-=}t!T4Fk#WhdAE)8kBqA;IQFo4)JC{zA@98Uu!7hzec`zOrOxL65-n-IYVS2MrJ58N{_O> z%eS;%s^k50`RU&h2Rg}%Ge#0_I~+yt1la6fHt@JRt6n6X?6~RK*ovl)vACc)e9)&S zl1n||fq+7bhr$@!nv_+_v8IZ&Olw{CZdJjHpkT+bTn(NW6F7d17g>Tu+I+s`f#+nZv zsE-Ya`)=3^Nta8!Nh}~J-Jr9z|Sk-lgS}OCeHY7Q=-!xfw z+D0#wuFUmu|KXB95)hjH>mpFDTR$paAWfQaEYMz!-nQ|LZ*ifX(bynztGItW=AHpt zY3xr2`G5Q|_Nw~yb#gCrC`^!0&OfeSj}B?V#p{Qkrv5(H^*^;ymnbfbanYE`T0nbS zZWKRhL6}=^e(wsMvVIkI z*+=rJ?5@7L)MT!w;%2p4*kSi^_d(-+_wEm{H?_<%!EvPV+})vZZ133Rc=&5?>#WDp z>1?GVKF=I)<$Y{_VSjemvRP%-TtEIksxd+T%6X;RIQ#1NtSG@XK|HVV6=2?%pTCf{ zP`(7TXUfeeEF9<&cu~2g+<)NjhfKONxr!g5zj|*XA4+fXd08F3e-(TEZvXuV{gi5V zZt>atE_pusJi~aoI%6YNlY)f1zva32T;jarE~UTX+WdiAr+>t0{7gS)nXrY@RqqMM zzSPDdcW(8k?r0qWOCGq^7m+tD($yr0w zsh7f`-b&l~_PIzgFm56`5pB2`JFZ^N%imX^D=I7C6`2>)>d@Bxlbw05mwNp_kNJQ4T8G+(c!b-hy{C28 znWF@an9kK7m&cZGxOP!qvE9mGuR)i zPSH7iz~mumRU0e4`DYjF8|s^ToBC(UV6WY#V^?sm+%4OMo5wf0?R3Q1+@rE7JHwu5 z_(^Ic<@xiCLgpfA)?3+Q zpnZ(s=I2{ikMTPSFN!q&CB&4s@C&Le;C!VFl4?U0bS|;N+JG}PI zDIN-oi_5$#+bf|rB(AZSbsf`>I!C0p)TcA^a4*4QY>#s06|cpQ$zI`)bhjS6KE5Td zg|CgZqdvX9(<^(+yEcC+Z+A4g-Q6DS|7p07|NE0}eH?vbzVd7Sb2YaK#T{eYcw6j~ z+cM^}#EI-Bc(;5$X~lMIcK)#1wwmZ9?S%g%yUqOhap}?6{C?5I{+^j9r5ST!++(+i z|2gt!(ej+}WveByz{7a+Tq8m6>TR~8!Hh<;MoXj#|1n8hMyt$m$36cMuteUm&XdeD z$#d@uumscV=S?f`b|Jm&ZG)rLBZH0XO+h%Jx#I0B8 zw(?x)GNq9qHJg9fxMj)9n4+KSG2_^4M4@bWL&J-rSN}?=dOUJ8%$xY}gRAEe)h%1? zupahfDsy$qMp6H6pL(DEPHand{|QGnS0#Jf?aBRM#GQxv;S;^kcF*AI%#@&4wxTIS zVG}z13@%HzRx{&#wJo0&9+i)>hPZon@mg~j6(a5iX_Y?nlvB)BM$A}Ma|nN`m_$vk zV);_5OEwpjH0wj`7EHBPo#^^OWM-*kQy9KD#QGZIE_*Bf%dDKMCW0Pf>AI2YxPwZ) zT#Kkos?3z?jUetx21x@J}Bl!);d%?d?SQqDx*HrAvmQq31(SI?UT2wB1@h+3AG+l%~U|n z*K~;cgAuy4Sw45a^Oetnoq}-L@dd}|E_7Njvu0OA>;@-U=GGyJ;MuUpS88D%-Aed4 zrOGziahb)oxci%YYPa-Q&9t6I`Q!)u&-9~&W+!Q2{EICY6tJJ`dSSxP<3UT;W^4Vk zyR4}wEyb+*-;K-9xdP06&inPMv&*KqyhC5IY>T)z`S!u?4Trxtfuq2y_e>5NIIyL{)_c9e}&`xI+kM}MTj`wa6 zj$fV>7CTvfDcDM88`5E=r2LZzzl9(^74y=x#p~)RrI{UAKr~I|!2D=W&2$>MRA0{M+m}ASJ`HLi*M9(_(dcEgjho^c7 zBbL2uO0pu|dJ1}S4AM2-%z0l1j`>9;K8!3g4-fDB9=_JU5Dxw_=qGdP&(fNlzH>&F z^}-A%wUb;&@<4xPgIblx;(w#(E7q=(inSa!Ol4)=W_%qNXNHtA%s*=-W!f$7UK2JS)OuAG%3uy!i1&%$oCa-m1)%nE$VNxQ+PRf~tu_k~MI-C>Wgg>Cg`~CT zW1_8uhKqkwzT_;}5=pgNUm;&;jfEEN9&mJaAuh5P9|=0|H+izWv)jI>OWyCI9=_7` zv}OUGKjdrw3l4Elo;zG-N$e+{zsK^Vx1|kol@1J{hFDQ_=QhxMveMiqXAVUt-Lb&b z7U4WS$LLSSW2;{G+jY7A)zRmy*ER-JoT( z7&dRbPjo7rLt_tbvtOVeb6^KHoZ)w-uJg?5uOnh9zjRWrUqwfm=Ihxi+J!CDDb_uN zfjb>3Py^GTkqBI)AJ-+fc44#+6f-cEQ;@sr4jr-QAtQu#)8!zT_Y4baJ?Od#*vPQ( z>)T3@8^LR-{9LK|PpoQdw2X35e#{9)-@x*GeV=JY-_=7@XCK9U?g#mqk}%Kx>M3| zBr|bPv9OEI{yu*0k(7tZX19#~29mHx3AORya85vjd()N;A{Nv2RxPO?Ue?k;i9{fp zW?tp>R(7s%#dfIrKO->9)M1;hXZdeoy8Bcbv~zR)@f3CCT`kykN&Q$ACKq9$4jcps zjy6MJK;>tAJZh-iM3d!{I&_orqfUyR>Grl|o@BPI$@#5m%EDAo*Del;r(!wRa7b5i zy4xZPm)a!}7rNB6trpC>st)b_*_GG~N4I@~{ug+e6>^2jT}$dFF7<7{%r#18F`jN4 zLoZ}RggBUP|MUC~hyTiAPU%Sr<=TPH`$sqSARl?47RDBZdC&fb|17AqLbt?=F(f$K zc8(D__NTYxIVbQ2JidPA#G3OmSyGN#jBr$7C0B`hj5v=7`^P=Bb{XRwi3d4a^Ho&)LD*ehhCYx*O(8EbX7R~}y zG-5f`cuwW053i-&cuwg^n@S$nSEi_>F}<*=*=t-qFID0C-RBkg7vus$&U}x?FO!(D z&cdrP2@_FZO6l&vkMH9%gKNNHl7nij2AWlCfu<{oq+xFD%)0KMU>LiS>-@*p#Mmru zSbkh}N(HKYD5p$NApQ_(KkGzYw`FtGmp7$i88K7xL<^Z0+;3S3?L#+$CTh~#Saf+I z=^SNkbkN(}1$;GvQj&qW299E?s3~f~1XVO(TO^J1OXh2Fy=bemzRYKW0weJXgyNEZDL5fwOI-?N#uf?5)CS=ZOqL69)RneJ(z5B}9M3F8jG zW4|Ry6|jV!+Xs9*_?*R%y)MM0l8^Z11-*wC%aA|}=@17g+EYlUw?z#CE732J%#!!f zyxFrRQsP3sFgXrFyb~nn%2dwD5}mbZD3zsS4*tQ(Wm*wt##C>4UHip!?9W$7D-INa zi=aDJi!2)*GgIih=j~Hg#dMqJO1b`?)BAbX-+xvDs~#Q8V@?%&{`~Ie7LQ4pdO;aJ zzP5Vi7tGw94Q2Ew_qPqCw<*=@|HBvbtycUCmskj`Vel`C+1Ph&9QG4qDgmoaR?)sO za!zb0J|DC-dXt`R(K>P&a=(d8*>v)tG5mzHsK_!%d!gd0^sX;r4376{z?q%SNr^KE z>_MbDkG=1y6yNw6=k6wSPV#YEZOH!D2Tl50zvPx&W%XZ2>hvAKPI?7PU@!NAC$6o^ zlEl@n3MKkS(Z*lOH=zz%1*D*R8OCjWECXfw+Ykq(0^GW>c$}T6`=kq^iVr_(U6e)F z*ouZqHc>Z?Fs>#!gasd1Q zo|moS_Wc_1KAAjI)6@-=_KS(5LZ)=}C;0+R;v(fw;nQr!N}19v?_+TCt?J4kc{3&T zuMG^62b4CgYCdG2F0l`vqze*sREcJuUh4k4%$Vb2m5pMjD9q+a!0RsfrsntIJe>Ed za#oyd&6H&B=Bo>%Z)HxBy-Kv5Yh98X|6egP9#O{Ziu5ljR`2=M7+)zD;{Ft?w-26} zn)$1fyZD>_?p-O+zMslT0`_~@M!hV5BEBAj%nX@J>D)hEltX@(YI~%}6fBl#&SN(? z;oEN4+E{5UOJnqN4iSYIgcKM{B&#?C0z^32kaE zXvt=V>f>_p!Y#tg%3P^yJCppvAI|eSi~~5UxKNGzzm(oHlwUXQY?Clil;!Rotybk% zje>2j!x-jK;?)}4n4dWUlQ3JW&1c+_qLfD;Wegx1w9g!1R;3vQ^~o=!d0frv-UH;< zGbtr^ICz+}&-;_=69sGpl6}oA&J9z8O8k1mzmDsq>JM!vUE6{uxmQL4T${gsk3&B= z{~oolPdz!8ToRgG9EvZ=zRUhFCYq9wdu6@LpxtN_>dKdd*D$RDHRB6k*~^z)z_H9b zWu+0oZBWwuW@9317ZV`?-K%6Gzt zDQm>+Iq~=V3^W?dRizM3aX$y6;SU4IYHVK*D;b2xSpD%Sg`=I7zJJ6{H66|`Rz_vg zjp&;izRSgy8*;%ycQ8d7|BxF#jf2$Ozr#ZjGhQlJQa4Gy_hP}y8!)`Y3aq%VehUE-;Lrx8o#`|?D_j26YsQ&)w1pR@1ESNshGwu z`PXB0;5``Eol93y^3!}84hkj)Lqxga`pWb;+!BG@?~dtlf3Z}4bkLLI=d0^rS4u11 zgV!TGzqW=&Kefo<+9k`oO4AA;39O4N%CZbSzJHIrs9Y5gfs8pT>$nbOpwFzQ1~aN& zh(VAE$gBLiT(Q*!Tz%@FZZ3Wr9P=bcgl7?32oj1!7pJC1MTCE)p{0%YyMnc34c8Rp z#AQs+%?Zmu3O1mr*z0xt46jl_m(%!+FY~v8u$%N3nbP$qimoxz_)OZYZR$Jb$3b)6 zJwL+t9HmWp4PQ(&e_(63wYy@Xcu~Gf>Vc?Nx@r6#So8Ge`_imWmaY9Y!%{Daqv~WS z&@AQlMp5~N+zJmA);zZ7v^IYAp+*VslrC#srMDJh)h5((@%p6L+>IQfOsY1{5@4j3 zEgzV=Qh-offFUpzJ5ivE9e;pb{&_kW`(i$mpXU>UG#8brK9?Y#QR`AgF_)!sEyruMUee~pDb@13T z@&d1CF9NTdMR4_HepRh(D#Ik_{_H=JPFsUYwCd(%I(<0$wF%w)=;wXM=BOop-p*gS@tUS2bQ}0Q+D1Q#g*}{P`@D(79NRH- zrLVLe_$lX4l-+*^#Gg6a{*84>ei);1T>oHBueOHL@;d;b3gy7>{Ax{C4ZenPqvsm8 zmor8ZPg;AmT1wtW;X~rzcLRnHimq{3L!<4#c{7Bq`87kRy+x);QyLoyh#M+seKlcs zTfrOC&C)Cntbc8A;VcK~JZ$K9_E@U!J?;lJE~ZgZk0JZ(Uy@I_P*v}enq2;rXoIc> zqn}H7D^3+goy#L`i|-(K*~`Ms#Hwk-syja{cDi4N!Vn&}f3@*4T{Qj&T@6+VUY&C6tgYsZHuK%|<2CWN>_&ro{SRKsxF)ozJwD6 z7CGnM{=eYhnsLj~_mo`}MF@0)m$-9eCc9wtA~28v$U-FL*CV_OeX}n>Kw$wz)V%}3 za?CyDD?dLb2~4y-Wez;RkvJe0#sJV90QJS0;AHW1c(VXp%OSeZ^SuY0iUa0kL=y#j zxqx?a{0UB0PoAqJBG!AAd4de$1m7@HN|OX;UkoA=$i2ph=IOA3NFSd8IXaOwh2~Tr6VA!sr`xb+sMVXOn&>>wtXC?!3+NV+4gWxDDx}X{n?f; zB}LYf7{vWTI382s1p`1BdqU}eoniqIHANOA>F#Xnd?1ugii#rZi3C^{1?^&eaB`@^ zm=T~Qx1b4ffY5+iNFYr@NPrgsFgpb7``-imPlN(q(Knz8qXVIg&I6&5T%Z|9D5}hg zwrvKg%o=ffuUZ3XhF+Cx@eEfJCB@7cdc_m_`T7vU78Jf-4&7jL$hIexQ9(pV_g-%c znzR^>snI}5Q9&9DX}plzfF_j#ZWrS)HQFU0jZUx^>qFppOpOytA>Ds55S|*idxx#X zo=|H3cuXnz|Aa{IG0xWqz7B*^D~JIM6Tl<@lB@s-&xPOyG`>R$KoPf~@uy&l7y&%M z*b>kcrW7LOB?1^+Kth2-5fe1?wVVqYU&OxE6VD$Gmdf(iYO(R4HES~;jtwKwk?$?D zZ4f}MZJ56>+2~82X0cBAJl<&Ul>2*B!T#g8Jh% zu*o&X=maWS)6W_&h`Tq3tdV0G39!gD^rhT&Jp|Vsx6y<86Ht+3>FhrUWVME$xnG!d zZw^WTVB{M}1%OFscTULb=i9bH{V9LIka?K7 zW1|D7U3|)_#^)~q29TmEBY71FWDQI!2r=8CloGYE&hP(%agBg zE+qyK902j1$~!_Bf2!zi^NqlsqN}#_222z}025V!@I~2Ifr!5$p#UNa5aS_NUm**G zfJye7HzvSI2N0>99w2rBU0L-G^ZLc1JlwBMH-F5|t z<2?)jcmMze0GxbiZ_E@0Kx_c)2SE04W+q{(c9*8eyQ%H_o)jiwns%3aqVs}b)G%f} zA9=`r4Jt`5tez{_pjqH&KD-_B~a) zFKm98y8!7m>^b2Bs?J|frnZ|>ud|q#fmj~ogYqGn{#q*N9`xs?18E=92rnQb>81n2 zVa($CA{S9qE#b`KW3=sPKpfKnz`MA>WOP6OwBfJpp zHW>&-ilut}0szSXVAO3gB!v`9PeCJ4s4L|zdr!E|y1g0HpQwOEu2Qj^UjVyUXevt@ zqwc5R50W|{~0bJ%Rvbt0dup*i@76%xmg`4 zyZ^8`QiBmGA*f)~v|=fDRxme6muH3SSsO`XSFCrN8e4$nnm z{Saevj48Y4SXfiSDX1Wv zVCU33s_x6Q#(;3*pi1KnC))Oyvn1IOvkhycagz-;+IIglU0Np7U&QOYvbx>W^CK)y$Y2GBb65#8)^i>L--3Z& zS%JRZOWdZg@b9`dzXpP31%`SJJ~}nJ2Sx583CRkK^kyRqsg`XUQ+HAKQZ%_IuZj1F z>k5dUA)QkaD1bBZtsCb>&K%A`1itU@3>}3D6tJJbjuZq6IFPu#bz{LUVf@l2_kcBo z>WIjGWclzUT>;56e`9!pLnI-QPrDmR0f)V9x&mSjKN~|MLy^g8lO3y**PeTqb)Vwb zo_q9k1^zozbfhD|#1Z)K)3z~sS70xhu7Jo{`-Usi37vafV|3&rQU#t&;~tfJPGeH! z%)8ewOWnN;0lpvcovVMW5m$#r;>l{AuZ;9M6-K$)Z*1rn+PEqS+T&YxDK$klZ=U9! zG-k#u1)-;ZNPkWfvIrS03wHVItd%6iXT`i^c52qPR}}5St}-2E$@Wb2by zxrJLU5-UFW?O+m~+-hv-6U!9n@3sq6|{0&-viz-_$Q%`ro$Z|008t#O|ELf_$&2y9w~!$V7k0pLMW=vtovE}v<< zs87U@M}EccqWkE>*f^)Bn=(@mXMfZO`M>oGS0CheI6XC#SHiSf7#!3qXI$0SMhx;! zi{rSBW*bm&VXW%Q@jlZ2-OFIy8cnS)f!z+)wl#qt!sUE;Kxsm%omIAXEV~v^A-NhK_Xli%tUEPhr2}rnFPr41 z+al}HfYk`BU+8x_7fywcsiu)jT)4Ew&8?f0-?9TTj@VV5_T&pw`gTh)v^W z^+lr4&%cPhrF2(h1bQ9+>6O|>L+zBJ+j*H%pjsU5LQEQp^qY;!l{3k`z{1?nl%8#A zvOlGfAqhAt|E`JAt=&oC{?dbF1MzI#SLmt=eBz@gEW=P%^|8ijPOA-{n&taNqh!6a zHmR>_J9P`Jk}wussX3a6Bd9Zboj7^#uu8A67g!zTEH4b{?!4p0D4%&)fFQ}!c91;(I5i+t=1;_dOK$OWT#9a}Aw0Ancv^`fz z2R<{@xM2k0MT9Xu(+ME7md*Ble^C9GN6;iKnqjD38qOh%eWg3TPQJqqIhfqSFX&)X zAv>JKKdxR$&Ulcxgp?VGziXJeXmifLpHS?3uRu!`Y zEnLzo5t=K=)oC7!C(^&rmjSN#Rf_ZmX3Q*SExS)-^_3Oz`jr>$>S3Cw_+EHD=UO<{ zpYK%{VZmGTpEGNMKfW&lT)|5bsml`qi{eW5xJb$?5#o#wH{AB~E~(2sx07YK7h&;{ z{aTf_&VZ}?P(|Jz1jTt!#yH&N<@=Pyyi>K3)oWDk9gM+vjLQ3IjCrGqtwT4|^d6p6 z{bHFk`MmbKCUktO>PR>nn*Pd0hX1tdIDtK~mP6U7ig?_~ONxuK>oh^D`zw%P-3DVJ zbe~ievsUrc0UuGVmjlByB2wwABQ0VZLUBZ6BN8WZk+WhzW|t_O6V-2FA@dy8{f!)^ zeM!B+BDBAZ*{l=gx_%K!3WR&cuB?hZnX%fbv4kJ(gv@g4)4~}@mOSp`{C}I%!3mC| zktGV8vQMCTcZ$%vWML5Jx)FVhUopuM<Z;h=;J%|&JU zyP~YEdCstBg8%zN8?ri0dlp5Atx3*xdST$uA?M#8ZDS%5uE`h=)g8Igwu}eUg$FsZ zUhvoUmA@{IWyv_~nOXP4QRsVBk~`@f((dMK$$m<{iz&lh zP4)^C+~)4R&Hvoa+(G9<*^xcFm1RtE52y6`7Q3QM-nvT6ZQD)K;sS=a+64bg@m|?S zo_7e6P>cCi_#@35^XMeNVf&Igq`DRi5la>6YdD?#!*wqb^OYZxlK$uw>XTXc&L>md z!Beel%~Cw=JYrkGcI$Vtb2W;Ms&{&>x-)4s9084X4eb>!PBP=^i5;YCq(j?2W`6Ercn1A0ZC^eJ2OIY-4S~ zj1xw3=2;*m>qo+^f4LB8NllLxlZKPv8Lb3ob%YFp%p|#wduG>HNg2xD;HkcRgP!jL zHF2N_^3o>F@cICKmz)js2g=fk*I1Z$>ubE=TSu14nNX;kQD|>h!~hPX16a(xK0Rc& zb4wb7ix0n@*3jsKpyul@5<;vmYnww!OBy~dshWe;i9$(R?~v3lugWkfCVpf$yYG<4 z4D?Tb<@p&c@0IGF$Y~L|84xa|8OVj{7pfJ=1@@~i6Mf{MO}(SGo@jtO!?K>pLR=G_ z%@IWCB%aMFf42tH3D^1Thv@eR!UPHW^%KaJAqarVUduK;NLezc%JaB@<9JEfwF7@ask=yD*m4iGvL257*M8;%@g2P@D3Le~gvAoB|b z#3TSb2f!6@0-#SI0gx^#kO;z=2we;D8Hk1A4CH{f2D2s&I1>PxF3?DUhUeFhn^SEC zq{2c1s1N}v%AIgU2lYVOA9P_YK&kK+phm(8LfAxA^aWQC(>o3j=?X9|>qh7c(ny%L z6ZqmhHKG}a>r_B-NKzaY*#|8dGR;8Z>p-C%NSJmLh9j=qr7E)rbgL>v1NCV`fKx=Z)bZxn=S?@1%ObmGnZo_cn{pTW!X?(p z;#(Fu2(~mq_2>)6NQhh(my}ORz{%{U;Ib$>eyQL@U$|R7@+}vAtX!TszeYGNUY@x` z$GRp$xm^Xz3iKadfA~w6NfR8CI|nsVLC69ni@0MdSVn?08y}=F*frWURKJdzL@t71I0(!c?41ytAy~$ey~?nY05lG@gau{6-KwzA zF2Mj&0`-13P*r?Eoh|4Sd^_ll-5nopjVKw2>Ogk}-&t$ufzpYPJT(jBKmf4QWihv) zv$n(r*zOkp&!CrgQqnMYKGHhx*4frj{E9k%k@`{O*EM0Sz{$d#ePDs_6r#69z%c6s zgAV=aK)-={37eDQWI#OMA&5bCK&|U2hDacipB$`?f>kh`;7$ZkEF1}_>>U^G5Axt| z@Il-l0+c}L}jirxf5Tunjze*B}1_IveI|C+ap)UZ6$dzVvK|@iRHR z^F)f3u{@-N!~c~_Es0!k-5PH!YU~x;`KmkH&u|TYOi)Ze^}cMBwB;h@6UiBjNFhc{5i2W@ zOMn9-z*1)&82+L!C=Wd2T!ZtoAv^VVkd@YfSwAFINMvDch++13(0vO_LOSlrGN}v1 zO_i~9rg|sLTMG)C>#DY*eFEZ&IfQcH`9<*Yf&!0X|mUe}KC9&Mi2=;7JW)@F|D_B>Ss&aw8uYbJ}t@ zKqwEqvO_6A^ETpwKwYbI=c8CJR6x;Z-TD6O1w=v!cA!)QGBUqfqqBg2m*6!-zkL>W z7zYeAeb5nX42XvSP#O#DLiJPdrvsUZR3aMEUU`Cq;3_~o6o81y5STciY&Zju3!DM% zs92*D(K#&3p_yRy4OyDAb1Axwe))-9t|0e$Q8;#IjRSYOj`vEj; zy9lTm=?>PA0r2}~P5_u^0@nlwzB70cZlJx*_}vK=>i$u z<^VFLH`(NQzHqU?!JQdsC1eG@(}gVdA@C$GrV?@OGobfY;|kz;9w?jz9Y~S{$b|%O zZVqDrYL)LFO?8i6r{Yo!`wQLYoQPdJ=cIi>08*y~)Jg%h%A=h_)jQmle+NPPHryIu z!}i5dRaDt9G`;iygeFTj_J43Oz%3-@tDT$5qdM8^@kw8!IhnAXoAWc*-7n)DQ6VR{ zgi}O}5+aK@sgn~fIFZW{k-(?TWj%ZQ2?4DRyHBC~^)PzEp&9?{AOF|uG`t}#V{bjl_*?JQ{MIl2ujg-p(PIwHXn`?f zMkINFp=GAa+VYUqmlsHi)nD80$-bBzU(TG5i*4WD>6yOYL$#Ct6glDOym5krXeYmf zx86A#&QDF+$Xm_P?Vka5`;W)LY2)V0C@-(0PX112rY27A;Z{#McC);k?+*X7ak&xz;;9+i&DZ%mk1ZPs9W^((`NVv>I?F`^=1e@J4C082AUVxUFB zN=B2W;=^-9lM)iZf4C-1C4k4hCM6_i>E|;{VbA>j_EVuiP<4 zqG3G+5D}zc1he20^8Coh{U?<~Vs|@_KIZg08@l68Z1S=QqU@cM5>milX=04T!g_u} zMEC+Dm<$Kb_ah(n$5s}J-R?xA&*^tE48xr;;boCP*{dccq=vt$BTfBZPxt|#pM)sj zpl1$wv0eCvRg?V=dG?f_et5LC7fnpD?Ryn7;0o!Xzs#O(Rbp=CbE>!gH+fL-3ALO7>e}2%lr1B*MtfP?p zEzA$pH)A9#4{cYUBDTR{*(O6Ptl~LZ7sGeY|CTr`a&AdRJm-C(Wrxh{q8YQW*X7Ut zvujNY(~)6{*AXPvr)c_pf*!eqKeN3Wn>g_4lQme zRY=7ft~esiwFjD2h#ev`pjMHrkQPeMPfb4;&#slMpcO?wO-=7+EbaEe6uwZm&uJzd z*!kRLW)x|d_uk&W6jpL(x*R#`>62f_A}1Faxuh?uO9(-Omiook_7JvGc|&Ojo12({ zP>j@HUgC%Mr!q&NI=74L{n5$eQysk!I)Eor?b zN+yud8;n*v1<%ap;riQx=Xf)hNEkDEdD6g@jy!8ANhZC7yz(~N4j5HRW)cac)GvMO zjfRq35tB7vTZh(F*U#CgB?l)r@GwF#UuDRdUvy${ba*nAo)qp4Hry^cdWT74*j`$m z6wWCw+^Paw1E4aWG1O%6fot4Q`` z7cK+zT#J=C2lIZ%S;$)=4cK>86phjUQ+q-hAWqF((tE=5K$I zgNZVLOc51#@4!ZW-KBb;4l8GxMMca3<(Na8_-9Q|~_+Qwn! zxo2c5edQ%o%o_Xg%s4q+sd@HOf$5I6wq5ch`-qcgp$9@a%Xq$d8s3%jj@A`Ae8cGJ zL(aleIPCb&zn$GZzDt`24`;G+4q=7T5$WcYvR}KYhnCX*4bGLAV`JQSNc^Rv&U;N} zoXdt;G989?IR+dZBIE2GU#v$iKXO@HjPzU;p$OzC+*87M%lN}w$(TiD+53dgrtePk z)h5qoe80jsot@Ufo6jx60QuV1?&cI5ZNcvC3oXK_t ze@!n*e^k!>K%{GIbo{@McmsbZ6mvGo6)E?86#Z)+so-%=Md7tiso;N|hT;`>P$*Ht z`KkumT{}|fmO_dDD~)Bq3c+Ml4C@jI#YE)TjAg`%rNb*8$X2AJqnI>w^d3PBJ~SbI zDpz2@N);{;v254y-+F36soPyup%nAg_9ymM_5bu7hTsjnnj&`H&lzSc1*z(x<@{)D zFh{B9D;F5@tcGrUV~&M%sReJg#0o#VM8^?k9_n2+CR8HI`uqMA$vf6GF1TWlMU= zhlQSF;?BqV7I#KHQNzz}ow9YjPzz}~cl6^vDzJCFK!rZKN~IaUK8{ohZw1EQ5-A>; zU|zLt3N?DcpWUFn4>`F-ufkBt5tal^WLr54(}i!tKXf-CwmOhDNF3bY(Os>0?4*7V zJ2Ah^+Yke_1>oNLELvlnH$4N~2Cv?EeiudJp5&CrS>k zuc%*^D`r$|s1}lwx&I)jZy6+j#L-ZkxgqslHSWO5kEpT=S%{~fTw=crFhnP1>@}4x z981?PvM&E#j?m=#uh)CRUdb{0)`;3b%|)0|;?^vPSeVuJ_OFJEnu*g;h1{sOIyKU{ zPc%}GJVWI-GxH>!U-Ruzeuoi6{{HGjmxkGR)*KpN654Tt-^F8F$Xof|JHjjsoie1H z8K|X5H`HbR=8vEv2=D?O(6aW_{vEwj9RXVlA8@x<PFEG({uHtA`FfD|a)rxxrC1S@i!Hd&{6Wx~N?g2`&jigG-R$?m>dPySux)yX)Yt z!QI^%+}#I)TObe!oPO_j?yb62=f|mZ zg`hyj?`i?z_l9^7yjkpXi8pjT;qz_xbP1;zwJl`<0!L%wv#Ib1rfrpA#l&1x$x&8g z$bCU;aWO9%x*T6PlI*YvjhF;WxWfuM3-79czEwDOSuFzY7c}l$- zh9B*V{KNJIe%oWjFNGwF&X%G~BJ;%2_u3XA;;*s*lK?-T0Z5eEO{)D#Bw7%L#BDZ0 z#j`cX1BH3KeX=OQTgXO_gVd}F`ni@oJRurybQbGFX9m`Xh380BHPnw)J-=6e zWq6>|b+?-v2v9tW{Aq3`IH1;X5>Rg6azZy9!dsKl&?*vU+FU2}@$80WB6PTPeMi?g zM@`u}jr-Uit7ET^>=aY_SjLg79w~R?zN#ZUmeb&~al1wDxSvP!?n?9YO7_53#)Sk# zFq_;h8I=FM)STa5rR3Of|HY;LMl83mdiRWveeG-AEX@sUzbEvgb$@T$i=bQm9}C!< zUac0=?hy7i%>EbiH1ckPxwV3;42+X$2{h(4AM%fn=0SQ;eJ)eXWRyOAnF@a9#34Oe zzN^rE=qG-7S~l7PJMMv8DDUzJkFBshfdNc#|3h^ExoaETn;oo=RRP?EU4;AQ{w^5W zXVXYOD4-4t5O^`X@}aG5qF=TS^?_g?TSdAqZyfm6bR@LnZDjKcdM_m%a1dsSdh;Wk z{7W4j_~z)KZd@I&{qUiGUl!B_Z%R9!fcpbZ+wGwPuUCZv`znIud_`ap-jdygZg8P8 z=3oVkn~|0A*y2>@FEspX|3Jdgw4QTNw0I7FsP7#9Q0I1s$S}G?VgLx^b~z7@)bj5c zYxDxR@@SwN)4Q1T1620_zyMNX^qzBK^mvYqH3ZH992#rXN{MK^Rda+wTo^+kktjx9 z2`EPUn&}d{^e8_xd(VGpzDq3+39Bb`BBQ?sKnT7=!UeOQ8fyt$0XR0+if`9U zA7V_06a%0D@E@NTW5)9fP#*yRC^}&B5x}1=03Dj?Km=fSS~IUY003RTHrCp?1ONd5 zM1BNJy7cJ5e7f}Dz|clVL@);K;2kmU;9vv2gBt*+2KsY58Za-xWaCPBBmZuA<7+aS z*_Wn5`UW&JEfW!~JPQ#m|9L!ZlsE4bc1O zGNX)j_%4lfY@HwI3hW=~qIYqF6gs&<2>_*FoH1J%=^%7+VkB|--*5w{hZAFjUJlCt zW$?+74qxy{hinHo$VV>+%=I61bHLX?5{B91b@4pV;&3^`??>_?H-Mt0h{aT9R`MhffD2-tC-zEW%pJ<+5VQ8MuHb9Di zjX=;l7`{8l4G0H#b}s-PaeznPe;y`)#|q%l2gFwcaQ$Bn3t0UufEU<>@Aj47j0DY| zSCKJki0Id{A3-u&$(Trf>-^AHq(miSGVIoi^XkCAcjh>Te8awX-fU)JT2A|mgNNx2 z!9@4Vq%LH-r~GXu`NJTb@^{$R-w=O>2Bt^{t)v8pXX#=jWtSgIGZ9_B{3KV-3Ibbj z^GwwD^GpVl5`DfbB>(OV1^z-r0R;K}2IJn%GyOR!Hi!ps1qKWR00Ri1s045VD8~Tg zPXh`nl7G%}e{*ziWCXB|dwpr9#_kK5{~U=Jefo0mD8PE0}sLte8;;NUy*V zgFpeuE(!uz@JTHBQxc=TaJ90HFsUe1uS#T+K*~c2fZP z647EO#D}(062gTYr#9~fSRAGi#=0p<2%7|O37QxIaN-i&zv|jfF+q$?Mx7g2oESOH zgS&xs5($4|_176vHM^;SSm+6tw-$%wK-hlqu5l>WzoZjRsCXP#yiKc8J z&d^5zuX$kWgh2UUp6^}qYjsAiiE)`7(i5Hk@9QrMjh17YuBpbvzhqtZ>|m@TWp0IJ zb_29D@e8v_uV{q;R@q6fgQEMMs4=ncZv2e@1mlNFuRC@;>Ui~QdG+%i<8kMlY2?V= zmv8TWJ9kgzt=uYSt=u*`YL9`7tcaLm%H6u@Ggod|S!)hUo!9+A16B5*^72iH`-!`g zKJG5B-d@7``74W0j-Ywl{n$nQTZYqlf>9ed)uqc-r%eXr*5$j{p+|o1j#RS=$#Lnj zZL|l$tz6#eow%>tZZp1*bn3nBbm;j{1GEY-p6$@nx7%jasosQiyL5GrcIx?Wck10kR4#+eeV8Ded6u~ zOn9(ulLrO3%Y&RwTsxL|^ccCz!FDsJ&Rs5@uQ4v27mo6v+?mrm!JI`1I$*KLqxS|_ zx$~5R^#F0ZOK0~ykKWEv4x^x}JZKvbZ8FZT^>y%@^d06f-i#5tzh%JAkgys3V|mFH zG_M0j!s#tzdxoTG=-Fg6S1>%6kpxKb5r~J7y9oIQWbWtD6WGgPympZX{oyMIzvL{M z4f5zw0R<2P1&jgN&H=3xpye$G`=7XawE;!^Cx!rGpa>vF<1CNf70{Ch;Lis*UIKM7 zp17_9jt)Rr55Q3e$j0zLmXAQo*}$RwiR&{F06QRN1kgGVfD5Q=6Hvtgb%6kpn>+|; z+qoRbI1Qxu--DwLgx=3#Yy-0C0NFTCT!RFUQ}4%e9N#hyXGmP8o=vXY-ZG?45_m3N zSrCAC#Ne~ZBVWLj{z=06;VVlQFftMMW3hYzsC@s=SiS?}`Th$i7HDS-h=}k%>0d)! zI(>KlXY{>*Li1cYw@z~y1FmxzcY(_O>of;AZMi_9fMXvZ>a%j`%=wSD%HvYVgAl40 zA$0(lY8Fdr1#q8C^{xC^>*@tEK|1+UW`FhMU*ET`7v57mx_s+4N_wm0GycCh7+;t-sG_9vBv4S@}m-x%qlOkTH#MBh0(&7pyZw)~IPKK;#?#0a&auU}t< zv0Y)P^=jcBR4Cqr0F@yg!ZJL)h@k%qKT=($(zqacjC1Ubi;Y{;3w#zB_^e@9%}SJxa%EBJ@>4 zk9MjdP{6?+I6REW2B$a2`Npg*jH!#>_gN0XKpdwRmBH6*W&o5;@7vKo2-+) zyx{`q31JGD9t6EF17epONEL%`$H*Y)gvj?9AJBG&G4);VfopJjU(tZWkPs#Vn|X?4Ngx>5H{C$afkOrKUf&QgrZ%0MyL=)~o~wSa z4w0wVKoF>n=jP5GLH{iVmdS(r#DqA*l8fH`s)3+?<-7;cL+|$83IaK} z?m@B%J)cDYsr!H34xz8|?>SB*Mc7<)pOq@n%T9w3hG$L&KLU%L7C`oSXT-N4%D z;E&ulcL4iZ0L!#{-4BKZ*g$|i=?DMeySej2@6G{oh61Ub_8{MZe06~G5K!{oIQIeU zCBOm^{;LG25pZ$N2W;K@Bs#Y0BP<2oDd%1H01&Yyf=3afQE}f?emQG(p?>cwbh3f z-~OWX05c_UUvq_-nvhIj7E?pP@ifkoZy_89Q(qqN_nPbj=E!F?a5^lf%(}mzYq++MnU8LmW=7P3$uF$ zpJ!h%+>t+><5gSok`_(rNJPlflcP(a#>)kDntpfBQ#hPH|Gq=?YnXm-qc4>kZ6lg{ z+INV?WU2AMVRz7nXzOmjQYx!?Gz^XPo_MhI@G8gQ#IC@87y|G_26viX{b$X)$lkof z=MJ7xq|T*C{cz&j+fy^FJzQU13^*=M-#eN_VXZ;GvDr8^m(nutQgL0W3>UI=if#6= zR`)81KAIKg_k&^gt+Ql14!GGn{+Y_Qh#f=mZ5ga`zbJD3qSWpWxWw`7akUH3`iUu4 z6M9c^-JVhNcj~3TYbFT@e&R53kWPSDaDH0B{Lv0ytg@ndFRFxFRsAwsF65IEzEToQ znG_GIwUE+WW5>1+sbpwSlM?UFG%cwTC%%bjd>xRI*_5~5D=ErRJx+=I zj`fgLvU))(2aUbLk!V&kT*n&1UFx7KXRsRA+3m*gzM>=*UNJ0^+U+Z>-<#g+Yh?nP z>3!hxBJa813r}r9FLarjoXL~2=W4r-%`xHNunnt`L zobE*@n71JJQ!&Z)X;l~;Rq;Wvs9clr`+{yT{Ks2~f8XNJ0&xv?Q+0+{yL_FAX=le9 zuumH>JZ!&y7r(+Q9fRL$2>Px0D?aSBp^@+Sj%4M$^ zrS!G$Bp$4KCU?toT}9!f;>Vqx()CCLi8?B{DlM}|W_QXp8YaI9oyl(^W=ZXdOrkC z?vL1p+V;uboUhZlHCJz5IUdP;Lr`+GTsp?grX69g(=A=o0wmY>_sUYr=0h5+$<@rC zBsX@2H+J!maUuzH-?#R%AS0_CCaWE`1Nz-lL^|ojI=|u>WD}-c#*RzJ{%$q&{?_ct zl#JvH=NJ}I`Ex2+XSa0Y)JH}1V$8X0(~|Dr*mHDuKUoSLF2RVlRmwp-s;^r{zPu_{ zDjcgj|G_pR%J@fH*ac%~;{B4R*d}jTx{upT`w3 z+(~Ika$%33s-chE7@aCD(Q~=hX?+qCJo^zc?am3Ty3)3kA!@~c>sgCSJmL7RY8E1# zTF0Q$71ZAn1znK`soX`YTSwo^T1EMFM7b@JrVXdg1GOe6&3}{1;{o?wbzfym{QlTg zKQJdoq|I|IU{#C%$!^q?H(O{6jC-Ki>G$GiDXdjR9G49R14xfx@FmA8uj zwM|Pqf6?B{(+N-1AA+UU{%Js0Y6Hv%7b0!vQfVChhEKb&WnQgM0H@j!_2=tPDHkg! z6_7Q3|8#rc{01I2d~t_rXc!9~Hdp=84I|ipbdHr?ho=o33_SrpKqzA-6tp zmr6X6(TrDpE%k5sM}IMj-O^0ecI(LXgQZkfBOmKM-ABru=G&q<`1tEP&$F|m2z_z_ zb72q_>XolgzVv-WILj^st*IVzxPg)h^3FX)*39$Rw($yE1c$rpARPlXWBi$D7O85+ z>`a*$7FdGQB=aflb%I47Z`sTQawIf4s-cqXIQxsq(P|&h>IZI8$=hHuw>vOWqJLvd zX^+>;FDNug(PC*E^^|?VCc}ZA-kuYBfgv{IZ^g?e65J0XVO(*fDWG+@qABR$YSd%% z!2D1?h?G^RiL9EW@onP-R4G)<9&tYvAGak8dlz-J)&M)bWG*ml#CiI3bLnns#mI_! z*pN?4y&@@;MxfM=nA}ubXifAuN}o)OUC}CRTZIhAC9dXywv&57#L51NNm|XrTk-H5 zg=<|xb!GjGBGfF5mb;v$t$O>&Udfs3NGH|iHt!ZwpZ_xnQJZzhu`A9ckJo$|>nz%i z+Jh}O%yE(@hP>yoP-x+UH8~vj5eWaNWRlbJ# z)GA>2mHw{!UKI|u(Zo~tNiYtosCj&Y381U$d5`aNQTGXm?;EhbMtxhbzUF({?Av(Z zeB)FPkvmce>d_P6CspBXdH3SXW<`ThZ2!!mXs-q}X3v+T24#jqSr0SE{uQN24eHl& z#T0G97L7=!w-xsz7gt~>Xd8d+8wOY{* zw8;}T>7^?69Vc$jdFtvUA8%Q?@*lpX?vQa3P~Djig>n$gXgBT0PSQ9`Px`#cPWt#$ zLm1rXfEC2}AU!$PTq$?Q1Pjhp-6xxu*j3lhQGe~(RB)m)gXIPf+Zy7B3;2Id72z`k zOVAgH;bG_#tn(%v*m&OJOt(b-iI}c{QZZ_vISIrW3fEi+H7C~Eq#>{L>*p=R!<8K{ z5b-TDH!+lAqun3gkVDIto?8ktR}D5(E>`aDnOHV^)+&8!TO+rs*I(q~h%Vy2Edsv0 z?E7;KqRVq0Pkhol(*9)-!<~)UB2@^QV>S;Tv?_z{ZJbV#YDX;DghEZZWkA|75Pzx) zrSfI&qQ{5!AKnywJvI}V*RTs60*P?1^egHCqWKN?xXF$0?mkR7X_gpiPwpJ+nX5u= z14|6IelxV>cs+3IX7PxLn!2krMe(TNf_a_G3|Y?(Vn0W^Qs7#Wb@b^(Gaa@RLmqP5 z-j>kz_qJ2;gD7~Le9myDKU^*_bVagd=Gxjzm4(3&P2pf%T3S7^Y2(*R=0`R(V5yI? z;^DEskE7EmZlUHMn-d(+?~}F!W-CFd859Jp>}0Tdjy`O9g{K+H z2Fn2`NI%r5nRK^8bRFMTf5+SHvc0HK-yj)p(UcN5=Vd94|Vg7i708Ob<5PrX!C#aUmMIjfvliEsS+a3Jq z=T>QFFr9%}@G<69ix8`b&~(2{>1VW~x>=X5T(udQ@hxX&TS(KlPok08DYba06H>W( z!>oo;^_)49qQYN`NYjP;RX)wqajEL9G7}5aLV2TwX}Y)QxwD8Vb2&wpksO$DrJDUw zL>HP7_D8<~7ZkQ>{Nz0=;B)wn%cZ^9K^qA+u>4hX?=F zv!#fm4_nVx!$_iulWBj=E_X)7v)dZh4(w3-_p4M$<;Ma$FfQ%)4j^4Y=Yi{0AV=6$ z>)ZXd6JMnof7a(W(lu0=vVAnoP;gpb}I(8xP4|yz4{gQcixZ)`#q#Bd7|uB zLh&Og)_<9r zG9QB!i#_{PwJ*Oxx&5G|74k;$6bzyiZw6_7FkD`%;^Q8CeIgUEsmr%sO7S&qyOutF zzI764q;NT+A@R~Jm!NtcH_4=kcpC4RN)G!W+`KCN#DW1497yA#*Ho{@k7?~S2zZ6QCx3}<%&#c;$tKT9~7b8zA zIZrD+4`(u=P6lD|(OUP>nviof6Aup6*x5vbvopP9JkcM+L#zY4_yi5zO&Zhe@AnY0 zS{$glpnr4;2W-ncBRW+lKV33D<1+o#k*sqlkahI^d!;(#=4)N92cFj{nA5aYx1YP9 zp%wwP7q;3b7qtmwKg=AY-^2Ipa`rS@C4^9t@3BGQYf@=3eO93AQh$G7eA-IrpqBL z5)ypNhtVPLv%)FY%@JeG&XAios|h^CmMpb~JGHLC; zYwf)As)$CcV~gYoJCs8nI5a{rf7kHQ-)Z$l{z~wPiNGV?@63H^+#mK7l82kN#)Zi+ zO{A_QhR!7OF=5A@nRaUpu{sgwAn^P9-^`zk_;%l`&`FKFJ8<`OM*QgZ2rzf}E5%S7 znHK%!k_ZSDGs&X;Repl#|15bV_n1`V=h8IQyd+9zvp<}; z;}f+}R3_R`&9hoi582uFyH7e1uuY9h3XXKBrVH4Z$*Am$7uMw|g_418&2!=Z4fl#@ z_liVw-_NDX3WmHmHj4?CaW%RVf^u0mcE-XZR6oO`SDH8 z2X|`)rxiDADeAUVWmE$m^6TKzT_f7rRVx*CWixVoEE#pXMbXDP!JNTQr!Nlw#Dl6q zpqD9PQ#Q(vr}PZ+#dhA?YGb6bFSlSLK=^+Ag%M1pa+b!&x*-!Y8 zj6&&8#}3A(to4>(mkn`-deJM!IlYjErcm^&S2)&7b$g&}4D6GbKpOcyX!pE?SORNIDUfC{cd5#~=bA}z_Q#*Djwna>v^oz(hW zm?cI`tF=`4)!>Xn!n_VY zw>W$LzzX3tmf)t5=;kNU4drQIn`;hzTdl+FS}z0mo7(9nrPMCt%p-%@OKZ~Q<{S9e z=89vu?zmVb8}H6M;U(x&J;1(ed3T+Z5<@gg{*#TCOzK>%uBt(4k5=RQ8ED1I{QKsL zTI0E0K;yb~NzJLk)S*lp702?PJIWx%GJ7rcz+s;EEq{xu6i&q*yRBQ)&rEeeh9b_! zX{Hn2f2Rw+D;?fMi%GR($rob??1bdJ{=z9d9tX zEm<@z#`p_}*kiM`GJ>jy*c}2DKZaSa4Z=Llc6yNKC%Zkcjnlj=&^`99H4l`NXwAot ztQx$g+56IQE6Zi>VKv>Lu@8VU<&@@1 z2b4#FSqd|(*rXwAust|F#5>7RyRjYm#A=-AtOaUYq0D7*pNFnr)1Bp2Q+>n;FHxxM zjYL$|DE`$<&8m?4_-;Cd5^z{62JqLf7qyaEePPQbX!0kJ@ljU_(QU&bkZpzfiv0Jo zAyj-=peJxreD%vz_|WEpa!HqLq4^66dj%DYAIuf0-8TkaflI`nnKSf~)H~xopui|K z;qcHe+{S8hcufCL`>A7b13En74}D|H{6jZ0-#RbCtD(j#z~Bz%4ORr>4{@KNGNF=O zYeXE7UojuXPIM94p<+!OJfQKQu`BTedx!3FJTYe-p1zq2-}cs#$_)r8br$TzdR)8q z7_J-pWuBOz8y;ArW7o`oRsq(B8*HcEOc$PMy|9kB>)I&r&5gLrN7RN48=^{703apWrh^*mG-P02zFQ%lU(zNn-xfBjYAUj@YKX68?%Q( zCed^caPb40QNK+Dc;CCJ0_Zg%`OE2(6^mSd${iOH9^JbfF=f5;+UXwb1?QK|lVbXP z%oX2@t~fvhG)9^HV}#c1jywqVmT~BR`kuu!J+d>`Am#?p^atEAJG1 z9`+XnWty26gK$Q=JW8-`n|LugU^LBM5t7?X&BB$u(3rMdDd3Q?VtJznYY&-wt>|;Enlo76qr!xGeCLK= z!LeBK5=+S=%NNgbt??yCnhDIZTws01;^etXArguo)M)Pg2|H;n9o4+ZoW&sv%uvBd z@WY7wqx7Ycwcm+3hXPm|l+;Ek$^}Q&>k`>k;M31FEyWF}IMGtM464C>E{e!iXtR;j z{p|rb((nmC{pNkS@yl+zs?&f)>aD8Jvz8o ztg&tK%$DB}*ja{?#ImY0k$cHQ$V*J@g1qgvaV%W1nqfxE=N3tlCw%ZzG#uW^vRF?SVOLui_tkBY>rmF@4j-K^E5lXNab%^3c(#P$|hyJAtH z9N>HggRNYwG7YVf1f43G2gKJQImda^lu4mRnn6!8=F!HY)x7eIz#2tPFt?y*NUXwXp>(bek z%H?GJTxObn2o2_r9)spNGu8K~WaHWvAIy(q=kk)enfIPh=ZmRyoTyAykxr9pcj;5= zw9k*qfnS!~>3i)nm)$p_X3X61$1{X-?6O-f@Wt1)FB=(i^tR*q-yVvc4je|F~c zfS0k|iAKd`wQUVqhOH@)wub1%H!HJgG}m(x(OjY-$78-U`T8s4Yju0A9DW_HdJEj7=T>b53)qFq$Fg7o_#2rezfBz>o+W=x9ih&y zbxy5Z@H}?TraXamP6HBbTH(Q{(ZpcT!l;3^8)7`$c!;ZJqt2$SwxvAqPKqQPhcn?! zifq!4k<7W(HZ`8K!HACN#;N2!ZHXLl@*pK6KILC7k%ps{lYn?hcfm=Me#5D+HdRU4 z&h1>rJ~v;Pf>G_iKuM@Ct@bi732Ihf^+c3ZmTf1`iHn}cF;mGR3w9u)Mn9Z8h3ErI zoYmE#%;y}nx^*zTGwQ6T3&qLM*0)XvdaeXFD05b6H7uG7g;@L0o<@@zW&dkWU^FKo zY8Lz}{GhMA zflqKEE*m0GwANC9JEB+2VmD1#xq0+e$3ke=4ZTd#tV_vEq4Kf7eY99{|Oi;_Qle#Un1KQ$eQ<}u%Y`>w#P zpc|uSzdGae@i#0D)SNX&e$gvC$k=sy#Ae(*Rs|Wkz}RNpWTW(4Y5PvOjn~x8-?v6E zdNsOFr0|4KDco~Ycu$u0yU~}^IeYu=hJl>4a zYn90N3b4UrgpTJK#;LruvfQvS819-U^%$Mm<;OF)X|;`Zu)@C}J!~?_yc;J;)v>N` z4n%w6%n6#Wc50D^xr(o%LL)+b$J$(y0vok$=nf_F)v7j+eejtry~Xl^8gn6rd3p z@F!4~8^SU4Z5MU_4~jq5a9v|zZo-RFQaHN({%xoE>YCW~BMTSR8Cnii)p1P3ibK4& zzNw|B1v`7IA2nK>-s^tf+x?$jm)#LA+ph0|D_mS(Q7Du+9xZ=yeH?wWnQ%~c0#k9j zom<|<;Gapft@Xx*19LK^VSb9tIXKnB>HE_K+?p*~^ z>FRr)80*fRXGSMkP5Sb3FR}X;;*j%l+~Be^W2YoKWU{ZvSG?cw)@7MtdC|4&5B|90 zboRTPTU252Z#UfY`tQhI4GFiR5FJ?|cK7L8nzOG?dJPtxOQzO&AJrkHr&Jv4W zYUrEyihVd_L$yk>*hpHFQr*4L6CC;-bhv;M#1YdC^*nxlviX4`2RF=%nxEdu3Km5) zQ}`bJ&)DXW11^Zje$x3&=I&DfowEklVO|-bQB)auLKG87(GYibm0wMLHa~f}Afv*S zhMBo*+4}kuf8m?;wI@{-QMj>Q7E-QA2kfad$C(2B{HM1o6#a$%#ia^CjPB|IDcA&f z$&{&)n2+nk@vrUIW#SkL!bo&>FB=ljbklkfYuG!&3BMNoQ>Z8DoS=#u{482kG@fr{ ziGH}->XYn}Z%B*T;^VN6MmTehefpY3q@QsdZ4+_h%2ZUf5HE#)IdNXQG``5w(~{hx z7M_@FF}_Y?vN@5E-v${cnx9)cH`tidWcA1jyPdC-^(wQl?b2c|n>tuy>uDG}EyB&F zT+EbD?H!FR!-Qmu$c!#=HsSG5YCL}&Fs(J$p-Ep(ozzkqtJx&#v7(+fn!y{{5&Pwl zUlUDv=iW8Cbjf8R{T1aU^{l;Ku%wppLU27S7c@z=)y;Qql^F)+`V!=k0yu#VpQRpiDm@!6#&603gDG-9e zu^N~O9mJ@+od*5k7>~sC&U9#}O@4vg`cDxI{1PJyY6YY}5Whcg#iuxcRuJdYo-Ol4 zlC~b$>io4PNkOfbS+bh-?s>3ZzdZw|w*;E{8c#=BQ}-kG!qz67{s26ugz(~0sZqJA z_5N)MT}-Y~wV6@46CEeQt5P2!gBIjk`HnJH+|%cyf81>)@;|arV7!_)MZ1#k6tit((dFkVX4| zmyZLjUP0miE1fD8ULk1e`=##<_jkt4^SNMMMnd*0pD(R{7r!lK2mfQ@Tk8Anv88=< zJ1>}fH~8{%%2Jm-d>d(c(Du}6F9U%gYaK_{`iuqop`eN2;xl2EQ(b5Z0p~S>Lu$0M zg?eD`H~mxfZ$<7g52_@n+1$q=iWH_@lx_(8Wt?*tS(!)ELFo#3XgUXh~Zyg+YvL?lUKg zui`?=B-LmgqJJ_H*UBUp@vC?#E$`6KQhZ2M*qX!o)&0ZGbU>2r-}NZLjz%-uu-(rb zozih?4F}U17dOmC9*wZ9lI-?U@S}l{aT~9iXHB&Uf)>JQ<)@drI3|7vl&uB4Y)ens z`8gs!@{rmp%xYBp4QwO*BU{MH_!H>eP&mW=?w%qMkdG{N@LfQ5#pNl?=r%UT?th%eptPfP1 zFoT!mAnotU2qh;wmqi}`q{|F(|$g?(3~k)iav(2Fdl(w6c@HmacGPgyFnQ=!n4Rfr7h zw9<-bF!}?p1Hi352f0!Ra!zX^wfG|HGv(Lwa@HeB4AgA>^6hQTJ6)Xq)OupbhXPkh zn8eFl8N@(U%gVz{^#E?mK~$x%he*6Eq%;j(My&{N2|Q7I1Sl_0hRp5z%9LIRWiJ_W z1$1Ps(}detK6KF`{6f(UN>=uKjD|dpe^yWVn$DXRFuzj4@#eUaBA+TLze8C zw>H%r6V}w~6B0M+cslDyH7>u6t92pkMoe@Twa0fsuE15cZT=)J#5~DHKB2oz+UVVm z__$`irX%1c!?NxfoT&s4C*JU0q9LJC=DwFi4B77--J4E*4Q~J7j>rr@{0YVdC4IAl zviRs&{6lsX8gY-qTh4c9h-r1LHRq3Mt0lf>Wu1&Wr@I12y%ur}2@P}BaFi}|rM^gS znpAb&?4PH;`&kr+R(r}lR6TN%k=pRacdxv1{@Gj9=tsAB=hqI&;-+W=NVV}JZC1xY zrm3c*tV#5ATz=0$rFkcnuMh=Vh>x3rbz6sq!p^#aMVsFx^(Jb-bYO_O ze4V7+<&B#`{YoGoE>hT0@jcH9!3yhFi&K0c29ie*`jA` zU->j>+@m`ry+LFDq)^!}n;|C(>56(qe;t`w#N@Bo0i(Y%A3BknZW|xtW-c7Es^`TA z*}95@?#(s&p)dDShB%BQqR8Un;7vn+@dduYSDAa}_ZBTHZY<+bi4XYN$Mj2iPfzEHTJ0L@k^1Y|zx6YtI%9nob&AbQHrrS}uVMN$$F>b* zA2jWl?_G|yntV$^V(!qpc}%CQHiNz=dN6{2SKeF@Yevl#jD&NWGj~{F_n?eMG>?RO zQ62nXNG%bMT(2QF2DeuFc^(e^4yW&G)qili!*}CKbe~5-*VEtk+P#wQ4aU>Qb3UJf zi0HwE7w)$nsr@*P6cGd$&y7iOq(#lWvDmt1#631bv zmECQe$qi}hFon(uXN&__L-RDt2dCq-(S?VU2V zRQtN~52YWqX#6U$rAZnUdGncv6?u2VpQgyd7b4un+1e*7K315K#0@$V_H4(F5+@3r z>tuR_y|F#!P0xDGnn(SqUTdzsU-B`>xQlP6KUN@0RvsgwXXN{s-h1C9rM5UcI|_|g zmQ7P$C_bz=+`=SB)TO_^qTMr~g)v!ww-3sm)(PrP8Ji;{jJp#czM&|)d{u1X}`zW8}olfR8aotlPtS4X2PUT3d+u%uYaWp&g>9Y zXO8RAd5J^a9d8|MZYJ+w98;KR-EG#L!2A>(MWX4f#r(`UY=Pcnh<+U#p4rE;CCrT0 zkY35QOL2R$!Vp7|?BlR2HMBT+=s09TgLZ^rgGp zIAQOTZarx1b((2bL__Ekexo1%QYPuq61=M>b+BR)A7c#ZQc<@o0%SRf^hkR?h%}Y9 z4kuVK=8p9X1iN%HX8Us`Nxd(UpyBs(glZP4g7GW|Z$U#!YHf{@v(B6%I?l>;O2ihc zjx89T)IYE=&{NxzcqJl4{{r1;Euw_nR`f6Z`x_}>_Fr>I>StnAf114py2(!s>ab-E zeAIOH7y1C#2ts#5D~`5nocw4%T<&eUAhxwS;BQbX~$}c~n znnp<6Pf$e5C=h&Bq=xKxLcxbRk|T*6E`Yp4mOaBT{H;r$VY86m#U$G7xBcKe1=(jQ(_d0uex??GMSs+lDN7Y7JE( za5QjZ1{5cD$kP~^77~nK4Q{_5I5$$j36cF6s)eFt@~lg~rlE*rm?N{HBViPMNc)=s zBjC)sf1TI-x{X10No(tUiMf`bazs5oYC$LeEun9`0Mtx&=*R6Y^2P2`GN^xUz0iJ@b123tYvk&GE{(k$kr#W}Ne`m2pR1RNH z(NtPl&DJJy2q%SA#Ej(qNJfIiXyeP7*P{q!IfY=q*h=j&1%=nyg#S_HONl?vy=4nu zUFr;f7wu>3WcNJ2A~Bs~n=G=Bw4Z{?2pjrf?O56VmZI&3>(tK^f(}vgOueK8D1Ypi|JZLs3d=_f+akzG+k zWBNLu*wSbJ*QL#)PuM|cZ^Ytv8I9&Ix$GMGxL>&BzepB+^{YQyf@4l#*kG5@uVBj*c3 z&N>S1qa}CHD2(N{6LWmG()*_wK5)T5=~P(MWM6AOEY&?B_AO&oI!D?%Lze~Su5goO zG69L4HMmN`Qp#OL_;j@CL43lF{`R`|LN57SDABGb`A^!CvsvS9iRod-*QQ%`1_Fg` zr$eNd+Sx%8vjukrAyCV9^U}i4O-Jhw1R;h_aj=mVzm2<`=@oWLbU$aZdu< z*4z6h-6R?lCvnS9{1F-HHh9+sWO>$4PEjvOC#tY6){(%X!e@<}ZNnNJ*4$)oRGLD9 zF2)fm4ID#_?7148@v~=YX76|UPcB)D%=v0b(QVLOXyU(lu%`=Ek0};uA4D1~;EiW> zhn(xGw?t5MsiuJEi`kR~Eo7?O?D6M`FAmi+!km5fjcl+`$Mrq&eD*KmWJxZtnd8`e z_Mz8N=*|v%>h%^p)qd6EULE!@pM+i5Bq#OU*nZpGjHuZqTt}gf_`M=`+gfItWd8EN zf)wo~JF$A--8G>9)NNLczVr+KBCM_&{pBQ0t&?-m2|DVXi_0uEyiTV=-b8KO->Ebvgw@Z ze^iL;nN1|xlD|!Yi#Pzk*FKFDL2E2>PFY2{8cw!)Q#WEQ9UkgF(Ez&QhE!NQCeV#7Mfv- zjIoJZ>hUdGBFs>H&;E|{h5Kxoz6L%7gz#XCCJT=>oJM3_F~dyw&lqarof_I{42@vy zaOskrj_l_X=(GR_wm0Kjwy*~i?Cm9b4TZcX;ivz+=b0s_GRF+0SiOeAo9s_iYChZZ zIQ0C;9kgVJS%UICuQ4UZ$tt;XOXN43&uTfh&M|<@c$8?su;GneRAvbdEg8G0DCDzo zZWwb?fNVF|WfWexC)N#k*BX@(!+T`x`a5>mP8MU9*hFxCnVhdLXLFJ~d?+zqDX}{Z zEdd0b7zjhDY0N&4WC+=ikYzrxn}<@LP5YI}gR@sAM(a>&Vq}a~YB5^n3pJ^WN|3s#Vc# z4eDn8o50w;YdPsxXp7a9DU|mWI%cFAj%?ctO*ZYzOLTzi=iz-E@W9 z*@v*w?q!X3OK(y|lY^i_T(Y&9Z%H7hD;baNO^hwSd|{>DEH>P$oX(H4& z2K>gAG-Vr7U%@-Ym_ixRT+XI9b6{TC%HZ7K{T7Sc$J-#(7iDG>K40*J_k_=<@Oig< zp2Fu{^7&DG-l6PvhIcOEuL{!2XeQp_xTQMQp-$>dzF?0C#%E5FrBE7u4z~)pG7;Bo zIIog@i`^FuSmYuO(aU!KVt-3=7|*c>l03%&HcdO!Dt|&tl@EbAe^n-XD0rwcKJF@x zGudy;e(bDb;fc#}7=EN6n{T9hs8b2xOxeBxOI$hoM(nln`87(IR;Ap-`Oz#%C~Yje z`m@UPLrwq%CP8L(Qd~;F6CiVQ#J1dz&VCh3Yt+pOCv=(HBfVa#S@;yjhnzOl$!onL z>b=Qj(V-AW#uXpJ$89p%qmaUDeLnJX3GKhu_oC(Rdk(vj<&qGEXhPGAM}^cIpG+Sm zX&rkhypi$rUJ5rw40hc@;ien8Q&D{zSHTG*ojR^e$jWwG)F-VlJ-C>Q)ba;^EBquJ zN&~iA<#B91L+Wity`VgW)W;{Grh)0HQICW!KxKg`$69Kfz0$pCI=`*9Z@Zk|cj7th zlWgneZmE?KE7M!|rDM+~%ZyLG@zLZPBHX5uZ_vD<)x555W}W)uz@vIHTr`e_o z3vY`HqkD3J`iYJ}{bUEA{;0|T^%Hg}-wZl#thh*ZpG^=n2P}2;4Qhq3%Ip(O2^pVM zO;d>#t1`|)h&2cRi0P)#u!Dk`Kr1!oFsg2edc|nAlel!Hm{-|ZOr<7;TcRFVOl%vkYqy!$h1B&P%+^0Mu3ZZ7<5uLn2b&Khh_ck1o0;2t>mk;0=7QC#?`6qg*1Zpv?aHLenJlhg= zxaMY8(%!vYFTY)hk+xnz+I;dmB5fr`+Il$vJ3-pYfYo6B-+~)4(v}B+nKgQfX0MU1`9Xl@FM8wdb|%) z?h{$*(prQiIOU4gwR+r(cl^t7TOAyrp!F`IxCTlz zxZeQnWxnCJv;XFuWe-o&@JyH2 zYPsK;NyQOK!&GOj%S;|{oz&L&yxOuUQkKG*)|`n0(}R#H{D0$MREg`GS(_kT(MKNn z$RplH<^bHn6>fx}Q)a8UVhy3dRH-c1WY5}0p+-G4gz7y#NW2Z*R1$;X5DKF7tb}_v zK&gNUxLII-;uNbEh8>I9b%!tA!3Lq?z1U3Mk?#$3BfPw!EI?L8AnKOqT5Fe-U6-ij zb%z7NUy_MgPs;BA%|Tb8@1oG^sBVrk5*VSE=15XR zd2#6^E{+z&-+^U6fv`lqp#i?)>RoT^ofc!xLAG%)nsZ}A@mr*IR$RlR6IGgQ+m{&=4IgBs<0JNpMT^yA z)E(=srk7K+VTXnIO%6HcMJMXR&AQq6taHqA5C@o4IBvRYE=tk2U|2UVA0hS14yzBB z$P%))!JVOmf3gef4%ezeeo39yL*lL~VTemK=f;MEPRg0pg?C=3vMh)bN>aw@j=!OL zU`8rgjkGdFiUMEZd;{tV`hmz&W5@7DH9Mg+gR7<|hYtpRb%fcqdB*>R#P3lj+T-T(E z{lY8Rqe?a`XY7{vH0QyLr6?%(YOI9koDP$oahP;|n6w)v3r$5ng?8h}$iWJ9c{&Oq z55jCJW{(iMxsg3GfDWFUJrbg82eU`Y&1gQg_H)P}=a2TAr|qsA+@(s4n$$Pg#qW%Q z9okD3W<@9g33=-f@-m1)m~Z<~VGstAFZ0q7LA8x!L=*;LcJk%AbVLG91cChMT+iC| zkBIO?EHctai}(4~s2$a(6=Yhtx6=20X#K;AeD?JQoK=yB;e>tH6RH_sfc5x|BCmFw zCBDtu+wPt1?8WWm?d{|hZucGswkREvGj{{5vFK?%t|#azzdgLae#5hkHKDwWSiGkc zGuJ$mC$mWsJr9n-8GOVkx`hsKCF2?a_~`+rVX8j)THGSc)psZhkuhb?_1FxtenQQ% zNNidf6dgvX2VcXmkCjqnbVOl zhmu076A(MSVKDN;)xbkH@$!GeW+`=%XD{ta84Ga`7&oo*9Oofl3aZ+3$mV5>fIeGz+dw}_#iiecN}dQV_*Mdg5B z>!V^hcD_~~kvRRtt@nH3UsRnnF{x$s!2Tybf9w68KrARfb;wfC;tROsy)`d0MQYYr z-o$#S>N~azR=|~n1#r7~jdbVvj9|=Re z%C56vV!g6kB(Wn(f)WLzn&qk_)Vwgm%qs~qFU%10N-}lA%*-jt%n36Srz8_6%*>mT z%$qPXZAvn2!gSWeJbJu|hUrn_LbhyrOz``mv-+UKW$1e_^mFX6ms^J&HxnAG48E;K z|Bw<1cvv|JC|e1@nqnoOKCJ}w`LaEzU(xvUW=GQ;CjoVi8FUiRfxwvzsIHf0Liy?m z=L>lrf$}8;^u)|^;~zMzeZnsJ6RL?le#X2xpuiKt&R@)%L}jWD#7)(KxT!j*R@FhZ zst&4Ebx^IUqiPioAWMmr`k>afHnTE1l-<5e@OJ42qpWC1NBN|h@$;K)-K8$SyHpE7 z_Q@r={y2o&mcD|-NBp{WBP<1^?Nv|*p|cNnsDuc3;MO)GVDhrv9bTfl!%K8`c!}-~ zFVWrp60tHx(F(g+?{{N4EmKKmuN79rVPi?Wxf!qcHPgdIAK||u9|izNU-TlfYebLW zpJmNhy%rJMEAY>C_!gna7U_8SHzNJ(q&FP_G;_odm5on5M&T|@y4M8EW|;*yM(`Kc zA0c{uG(1ae!fQ342QC>?v() z)pfR~vSz(Zlyk}jEV8v-1Ai{k&A8G`jP0|E^rp1F3U4Dza`mI?(ngs-tx+cTIBi>y zvCC?*8*))PHtNd7TuD3*g06!2j7Ffu!8O1-Y zuAhzDtVf)2DUiB;K{G!8$0xn;FQkksSO@bqBjK-x8D6lrqQIs&;|hG9_+{#inmi;} z?)5|8Ecg0gH81yO!L(TJ^_mL)^Z@%^?uEw2y9JSUY#V`E=WRyZjEo&uB#*VJ$J#Vv zZMtG@x?^p^Seu?$Nv`PDUR~~aU1g>HpinG%48;}d9HOPL!WZnP21>5-ClqXwPu&vx zrM8$5dXhi&)VOEiaX}GgC><(N5B0R|zzPdh(rVDaF-ZKPp?Eq)n4e*aHS&SJ!v8n zh_nPwS^`K5Zx{oa16gSaAT6qcv;6WtdbFrlI#MV%QpzgMAKY_VEgy)Z3wJI@`<6sxT_ z*)1nkYW-3FtiOuWxdmuHE0f*agybyWowY{^ReZOy&F53Y+XI<%9uq-$eX?DvWg=?Z zwK~_eI-Q6L?=hhg15nyLkQ$VsJC-*9eM=um))_a0IXK#lNi{P7@&bporO3njJD}4* zQIGQ`a>OI^1>^w%r$CL*`b<=U$FD94-Kpr_w1_v=d?CjHb5=&t$7oNHi&e|J0@R0} zQwQLhOUYm}iy=aM>a(|?2K7npay%DA4Von)(F<{arH4w@fg2pp?(Pzxw%p{bi86xN z;;QL1HpczF_q+fe>uHmQb=MgLhajpB00hK-SHOTcB){4E0!@obyCOWb&X*Qfkm-_|cG^wLrP;998V8c%J@OAd@hnXOARIzFntH_4|G--8Lcwebr5Jnf* z=RUv`T-+Ygjz64q8?YXd%Fg2$LVjklrBMlca#pf^>0Kp-*!=haV4{;#&>^`0A(UE_ z`*f%G;oU-)mHzJRyx{$Y?I8|;wncsqBXzALYO2-ZGk=`w3x2tp@J59hs$Odv{LJ{3 zO%qsEP^UtZ*Zin!6s#2LLhf()$x%6Q)bkK5-c7yugIPb~d7LpLY)0Mq3^)=m9rf6A zwcG}(LJlaoxQ9YSr8C#GYo#YDGg9_`+=Y=I@jO0B&Iq`nXfl$lH8@sD5~W%-en208Wgw6MMWxHo*qv%c{hY9)#QbWXmYOTKCLF7_}YV=RN0}g zJvgoQ+x7L1m+bla^p~9Pe946wE_wLjj+dN%c=}6@Khp7%laEY)$>cXWUUKvs=_OOs zX!5CPH2KubntVz$`4nsNvPhuE^0%E00Fg)S#nF~)WzB(gdPmJx7*dd6NeLDPZoByNCLy!+iPK<*!gudnO|-bnCg8#fB^2+E!hD;WkGgP;2J5f!&3_sY#i*; zO6TPI^g~Zbt{;6UmFw|o)Zq9uYH)mJH8`%tvK!aUWU&qp2T}v3vZ3K6DkMLWPsKqz z`D6?t>8YNrgkh@KtS8Pzhb+f~cBTU#=!W!$YkGC;vf{iu(QUa8OclELk? zFALn19~Vpmi;~|Azf&*;!3mKD=}K`(S;ZKJ(bSL%0tH}A8V~Gq!DDB9*RW}z%1U;g zPki+W&GSQFJ(+mm=e6KiPY*r1?`fk)PpZy(^rY&nM^CC5_2@|(m~c`({q^XfCrOXi z)@NQjR;CWcl-n`+8Ex2zU*Dug>~9#1g07(KX;lW!9&p$rtd}ldX`iuo+$g{nk*^L+ z!F{%8i*hPM3-Un$N}TYVePWaIyqlagxC7SwPxjtDSdQzw6YF#OIn&)UeIIjY?gPN- z1|$I#U?FSz0;cIK8pR6`3vz*V_y;31TTB&G#SB;}T?s`qTUg;*0<@rv^3pc#z2#+M zlot-+4J9EqH-;0~y0XDFtS}bhFj-il*RYp%ad&A8vS#r4sK0vcGAF!R23c1#T1&zbFJzLd@XMRO{mfTZ1G-kbqVK7`}LKV@ar(3)|+ZK zX&JvFiuHesuDmMp>hRdh^caNV4H47k+*R@bl|&C@qF8r4X0IfcO8atbL@e1cN`eS_ znLN5F3W6cy{9Ad;M3yhADxloD(~-J>jda{Lp4chv9@-pJQJ-oWbVzejALRsz2(?Li zRYT6q#0HDop~#B6W%g#V8KO-`I>jK^>=wTQd$U$zZ()_a1=#ShSKw)3El=a67Nkwq zr>_~bXB(7JVTqP(`gXK(#FS7tUvQ0&aRt$z**S`n11C!7Y0lSvqBP#mJ5WAlDxYQ1 zVG~DA*e;I(r4e*|h~il?NDM*rZ<+&q{pcR%n1b1*Ry4EP%bWq? z_*|QECwP9&3EDo5i^EEg{cngVWox6qgL*Rq*RN3+g?o%gNOG$nJ^z)LGAHVMRNwmj z4T1Ik|=t zam~F%;kS5O&%;HoQk5FEWUc3@UfiLh`l4yKjQXSc6HK*F<%Dy~C^)8g?~x4-Uzh31 zL<9ic!|bwStiLIBMh?;}42m#z+$K3KF}FPSV16 zp=2wN=1AnYUc+lNeFUM7EnIB{QQLN0&-EJ3me1wdEtnFatn||;6~vnoIgKag!T|f! z^I;J9eyUQL-wbfG!8aS&X2lyq{?+7;(l6u+EHF9k8DXu5nHx>IWW*NYrDupRyS^Y} zD+r3~D^{`~s)h6GP`UiIR^n9)=hszip-*e8B&rt9uTwu8YpsPk)TpV3dgQIS8d)t} z+(2K;INam?GZn;EZf+G?#eFNbD%N`x_&aYx)kZ6or0A|t0KF3>GpIqsEdw^6q-JdA zk8S*+_+utlK_Gw!tiT4hGuEN%1Z>+CpmIb4Fjr7w%qlw4;D)yWO2CG0Xy1lhU$ZpW zVQVQ^6t;lL$H4_)N*F4+)0lvE`U7&DU0!elq3d+qQDz(zSHieI6g=;eqjH`6J0a~& zXnQO#k5r2t2s@ACB*;w$b4tvCL*k2a{3Zd2MBc@8&K|{MH{np}?IDZYGms3~Z|qPYTE3>wswUb!jze{x}A;pW?4q=>I# z|4+c0f|in?5qw66j=e}DWajOAQMc~}yu+N87s#9|YhQJQjADc?)Q*tnD|;@q(Ke?t zK|hHJqM7>X7j77wg5lagOJ30}d0DsQDn75SI#*X~TjCB7cPdhup2JQp2T)19%CBDO zmq?xB7xTM<+CZ7XJ%->9G-YXkxvrOV&}C8rtl4Z&Wt?$;XAij?jH%I6d!))e6)-uL-c+Fjww!6!=RnbFmt^T7 znJ3$98e;DV`Q#K|sW6Bs-BNG!blwlSYBAX*;q^)92UgMQUZm@wzpLC_xL*Fo4C zlpqA)?Hs@to}GH_lrTGN)G-0x0iA|K=rtA!`l=xgV#iY8CCGe);0SdPrZ9a5b9CDE z^N_N3UrEkJX6tzs6jbRRBUdJ5Rhc;Vm9jFywly}pkJy+EPuYe0Nan5%kBhQ?;QQI2 zm$o@%YNWpbF!bzydT1JExaq&P$s9Kgp4cug{)+=J=Az$Um-W{#iTdlW8uiz|ul{nk z{<2?x*{Q#5)?XHDy_|iAX&f2RoEK1b^?31K0bk{q=jnpr!>#P1lIb5A^XV5)_S4D3 zp{ybRlP6i|x#mEmJdc|7-N&5oUS@oIX_Jik@!o#)vzBImc9|XT9pJ|2%iP!*;J?%Y z=1DSt=_CB~!~E`t_}9^Va|&Au*b6hVov?s+!f;*yGa|uP!y}=a?S$F+PT1=>Pw_av z?(1fGCoIqtP`eXW-I^-(c5rK|(p%e4FMg$BrFLEbGmBJeg(6FB1%BZSC{i0^+ zMK18}`s=sWT0cd{(OKw5wJ)S2$dN9KKaI<6Z^%dk5ceQ z{~iN_1;_d`k|IgbdmoK`?bUWhByBt_=9A`O3a#BvZ+`Jg5nC0Gm#T>XRh+e3C;w_< z7PJmY21_&{i+I-=iq5-8f#q7tj}DMur%Y`+R7KPp^NieME=t&8pj`CxPHZb9YIbvZ7NOM~_2v zQHVLB3k&94?D4uNV?CNz^k^<&B{X#a3`CzJig8zah+xwIF>!dHXNZ8@S^{!Q1oTWn zK<+)pWgO19OhlJ75xGP}O@x$vTg+#<1E{xt%ap?4{5rdg|C~=p5GW1t(O#8DDC?&4 zgmNj8n+v3CrAx9OeX7A8juhGZGWw2}N_wf~D>rp?P83%YZtD=a!nO*6)#U1C{BEj<;E3>e+)T3k10?2ho}3q@?$=m zj8Q^VyPOb}{BWEjwE1+1oHk!Zz)H-d8{gaI-6Y~ZV}TFRr?(gTkqUHv{&`Kn80 z(U#tIn#q=*ALQ}e2}`OK{_j#$(<3gc7i6){pf%2hs4CVKRoBQnkdGk zLhx;BN6m_$+)BLL?lMi6ek@q?Wb%%$l6E?2NMf6Jw=W9aM60^8ZPh-e+R8qrY}Mv9 zOiI&}b0myJ$Re;=w$mCOaU#g* z$D64U{Yy7?hU(S_4?3~yi@1{qN6@s#-hABEnob5&{!q)b43E@^Y9P6of^5!YGQVoM zMpTE?IffO1w>kW_3?S9Kl3p!TjaF@zq_Kqx9bJ|vJa{8 z5^9tzPz?@GjLE|Mr_cV@6@y6tzEI~f*z+7{jO;^drtGGHXo9Q5g^#U_7RGcxmPHF> z^~d6!tqMDg7`g>w=#~+KEFp$AW6}@6c3R1C33Dc@%$#pp zXeseK+Rmo9DEVtR6Pgn@i27^UmYK6HE@=76p-%V%{4-jv2D_+%L*Ke<dDR~pCDS3K&Isa3$q|N0^BZni+Orw+ftDMi= z2iAv|MLd=oai;{7R5zZ|K0`Iyp*^U|bdRYn1BY&|9d$Jlz@aC%8VI2mk z#YD{<6LqKqqN=QQ*QKoGh-r!uQ-=}L*eZyrQ`cIpx^)jj)OIPT3z$-a;v$egP$v7m zJE6mQRUOV-rw(Ujaz8u2SdR`z(MxMEkO|h{sj&0`Lu{2o6JV6!LfS)TK0%bEPv7riFHSU~CoEoPn$c zk9&0kGQ$JXE3mOy8VDOu*+xU)gg!qBjW&9CrWfL!B1Qah93*S5vTE)W8>D;W)xfgv3p%R7%+$+f4W?DzCFpDB9 zWV9~S2m>I`&)JY*s~JW%5VJSr`dT#9l)N2YzU(Y+icxL~V;BywS4LrOMpy^Q;lX6F zw#?4Ammw=B+xcz`?tG7|b?1A8l#A60603tPWUeIRSHS?*y!kz{uFY?!hES`knT`^! z8EXSvN8blrw*hd8cMWhM3TGK~iS6=~oo<|E8?&t+WbcPrOnK_(#6`n|2wh4 zi6C=fA*iH2OQ?Z*@^(SJa7|Fp9+olL2LHs93<{nViF+g@AOC0YlzF_5vqy{Pj1KkO zU51y^#s|s0kV8R#0&J4O2WJq@-Oa7py&9Y|DIHk_&V{`GYT=wY0Oz7XI2S4>9_7=}l~EcOlxrx6%#x#P z18ggi)i7YQYRP$7+*n<&1m!5L%<~V+@T7^fGUvn^)5_f0|5P3g^D_J;l$E~y_HP@9 zr(50+8$z~C>xX~XCm%!D7?j-U9CoL3XjmQX(`HoyPC21d1f0qqwuc^Wuwz*0!W)31 zG4sO>opB^+<`26ZLxLV=cj|xw!p$J4%5g*|f9v-i=0k)lzxOcG&g?Qa#qfltq(O=Q7wu-?*Eaj1d5j^1F9cUmNIU}PaRE`RfrU}r} zQS|c=|D=FH436jlbLau6b_35u9BmkbtRx)_Cw`WVEJ%NTCkZSZ1|LUIbewaF(=Ow&*jH}mo%e%y&HP;0 z41RER3ZNKP*U9k7rXV)EjK||9_}63XyYXmD-0YE9hc2?S2r(f?hxYaHWgyQ^qzvVADl1XW zP|NlV_xQ_4>S=2l4+ny(wKE!z))0fuDPpkAR%5U^I6ZUnuvrc{St1(%m>ZVYAK%kjAKvJDg?J9$}BMXpgx7r?colc()$3ps$?VQw$eM`LW4aY(eZH zA_+kxAtJD~>HLt-2l0f}Pn>cv-Nq+R3hUifdtZEzGYe`yRt$ux+r1m^ByfB_}bk4IOrEug|UOB@~7|;*ecY zKYbCddH>Gw`2mO4T8KJ@q7UjTdA0WF0d|oz?lER~%Aqy-J zsXHKbgy+1P1#g2ZaXG+=4rX$HPUtcxbgPKi_HK|mhrQK}NL4>?M>x=i_8nYqVQj%5 z%&M-r`?2P}AKxA*t-0@~bK;y{?e);By8F=|w-kwu#1PbSa^%CPmMBzWYkVz);AEx}9{lv=rhgpWEuxKJ5;>UuIU}={9e1~vKBf}{z0F+iL08lt) zz+8w#Tg?ohv^79!0ibv~FmIERC{PSc(N_(8b2Qe_hyaN({KM1WST?@m|3myUHT%lZ zFa-~o8nA=_yj()|8KfwOpRqU{81MZgP3}420t7{9YnT#X`{;OLV~QHseR3F^WNmU7 zQ)_0b=qJ^$QOa40s5>jqXh-E!`uBq1IbdeXBySPE)7Sqj7c!+halDEp`%veog1z7O z65B1I3N!PG59@)&4~hHP`}&DJ=59tfJ|i4iK{!or$b#UE(xx`o)N26!Toh;&qe?AM z%#Vos6ZeP2qDC$@BNvyEi_geKR**|`Hcwy2QSx?kkiD5gw9{G-xfj81KeyE7W-SQr zz$w8!I74xXcNu39Z^UI@?q^?@E^O%$Y49wb5yzfNBvXco@ahw)U$g`ouu?Isv5ELW;p#wf|XARO*#NmL+ z`~^V_j`tC+g}w6gjv~ZDs1uxKi-u=b1@pAXT%IEy4^NM(Sq!52u(HE;@S(DRvHD2Z z2)cJG$iAtOea!+~3ESK64BOikZ0}aEeY1k?DZ%4M{F+>cMB+|H;yQ)lhsq@Glt|oJ z4~aYLfGb4eA6PG3(InnrWUgmESdGN}xiG3BaX%yRW^5}z4o%iy2-z_mbMjrAKlzf! zr0o^S)#k!cB5mlZMB08WX>%})RY==B4twD`()LTFeXSsEmr2`M3u%u8+sY~{!kaFy zvgT2E*GAayuG0E_Yl-;1ZLJZ%9S+hQCqvYb~Bo`74oGsO@m`AN3-n`tIqIA#nmS~%7|LfQ` zZGqWL+b*$fq3i+Lw()p9+io&#Yc(mSZF`uuop3CO*FqEV_l736Y>*}z2g9-T(Zu)~ zX<|DI0ZkLk=bVDiX$FVAjuI_Q6nt(aTBzl7Ra!9DL<`q8Mhl%_^ZIfFZ2I0%#q`EG z#duj+U!EpP`Z^tO(GQ#R0$er93dA6rf25QZpu)TBdHi@kZ+bN=0QWDCiDZ{mNM6gpEADOL@4b5d zE=y}#4)XV=UehvP(@o0lK&O2}Yg#VH-_2ddL+e=9T|~85X2Lc8+32qEFg86HcK!6y zmn+E@pqJ}p3z#g#A*Sr;d0K$$2Bifcl^N@cReE|!eYS;lRJtgr)84SO3Y{N6P#(vhkv-LgbXXDOM z>ZFdft<#sRNvLM&OXNWMl81`)B}c(q$tWSUX!FF@+&$lPeLy++rt8BQ(qeJV!Wnz6 zp*G6R_FS))Vm3ZRmQl(d%wBR^Xog~KX4y-wa`uwK;eG}2EWbD6+1QA9F05g)>0g(a z7V8t!8-m(t~&lSjBFP_aciRWt@7S9x2W?ckWyXb4UR?VUp9(I<$l8-G-kz4NYosWth#<1# z5eoeD%=ch~B=dxe zY@V=f(9$~vO!llD`M+c7|r2IUF zyqyoQO)n{@H@aO?xRg}r!tI-+HO!EX7H{)hIQd+ZCjuj5vYiMfBGk&gwiEG`na@H{ zpTB9X>)sfi1#cB25$g`k!kOZ5T{Uuiblu=w9b`>5c;fgdTP8fhJL?a}a=Bwh>w9y| zC^vGS>{T^krbQaUp zdz8axG0n;`V+k<%>o{gyKU&(jidO+k??}`%)+1_kww_$%l>@EoOncjmwx3?l*3>Wk zsM$R!J}FLYHPQv=SYmI30_Ct3%(G`eXg1k#-MLmior=^k?87LD9pAjU~=OZNG&Ez*79XJZ^y_ z>?=1~guU(p@&gdZ+Af3W%|;$MXB`H~UivlT0L2mewt-+&Hn{e))I(U}rq}F#`r5aa zjOaxXH-io(WHPwxn%zFD-At}Xa!6RP`V=}uH;)2vTrja!xM0HHbp&63+=NxSS@dB^ zMt>*}n1kiyf(e7ygPc0#lo>Y>l90bP)>5;q)O^e2I(4BBn`g{;(^{$#m1@q(p+d30 zd^M#(&MP#Qt#CqD7%W@i#B$yHO*0!MJ#--xJA4LY>;+w<%kxq*`m!50g9#eQGbZ_^ z4ZkTIU9S6Qq<&3Xza~n5oHy>rbd4jG8vj?9Yb19hdT~&3I|xCkZv$Mh zBb}G-BzhX^?U6cmHF-FU$V@J4AOu!Ac`zIS`dp23U66yU>jII+3lhwW+UKRo0V3}a z{mkOfGmG@hbNU&I58dM=aiE!-=ag<6mrKXr<4@}2nY7)`$0@cHZAB_6xvv_HnUrPRj zp6=PDp`Kl$o?X^G3;ja6lvynbyUb{#pUIZKqdA;B5C*IAd|IvPkM&!DV~vcA7{VMG zvE>Mq(pQ*V5Z=*IPDVYy+6W^xvtRs3=w_FG7yX&WBf5ilq@kSjce9^in+7oqvrF{I z6duu&L~p?gce1JZ)kYX*Gj<@%FVmAfl>2A6(4>qS`80%Xb{XZ=7|+wkv$>t*CqIWG zV|dcfCoFWc%k+i`lv~1u2Ff*Q;zKvPL}fY@3Yc6Kvcb~VbG}0p;|%cR4oI-6nz0j% z`^7vwYb8|j87skx)2yKZFJ#r=wTFrNTZUnphB@@F=92zrnai(7QwwMW@6;5yB#8oV z2>g9bFa>t}5*%>!L)V8Mx=s(hsvjEnhsl-4bNiu*~4LTMH=r&)GQbd?EfMX=dtk{WG-iw}u1IDtOESsFheYsI8Ml-ZcLQfb<6~KdHT19M zlKy8}tB=pZ5KmoT@S%C?*s@(^baO?z5y@W>ur*N%{~w-C8VBINN{$o>)rg2D zRQ3%jYpJ}1)z|k;eg8lRafAH?8sLkxYQJ3?;ES|sU(~C1VqH!B%XKvMuU2X5pBe|q zTQ_g&(oj>EsHs;f;(D!3{o{8ws(A@+>^BEX*jZ<+yfa?8GuMVXbB#Ll%5pHm>PP>~ z#5UU?7k8u2hlvx8YB{F635GyI>WqaLG6B-cQ+^`e*nqG6KXLdz$KrJ6^lpQtyuONH z6^x;Z(P~7*p*2PvM86oG%hh+9>CrwxmnKJTXzIS68F5D^?zB*L+DiwZNWEu#$Sm{9`?`Yn4jwn@u@;K56g`n3X zq{k0&TqzXM0L!JAJaLraE-MZ)4vfoSNoF03${Ex)DTRtw6GD9s*vx;bjX|pUa2QPokI2cO5%8WfuGEo|(K#x#F!^=Ah zL6dFa=0h@9&E9g5LPBNgxU7n)#Dqd_q(YgQI*#qxNxcs+ut1{sh!k8HS`7^r6%7PYVxD_^B6bT!pk_WN#zApJ$4VxYHiO9&D=9IbI*#rKHZ>avj&y8&6%O6 z&(PCn_0!VV+gJxm+gQc)of`t6=LmqFm)YZ`hdP;bAA0B_J@le}NR;Pyaj1cd)WGMs zfxa3`KLtp6e<;-09Aa*_)fjsj>YeLwVCw;Kg+lFz=y2F(dzY~Y34%Sw!A+U^Wogo~ z%r@d0#0J-(JlShlic3S}LG8GY2gmePV}O4uJDt$a?j3w|FaF$HjO);3TpfDb{rK|$ zk1kCKEqjg1D~6I(7cY%(OLNlJ||}7HGGa!0DT*g)34&QNeKxE zf-gy)ZXE2q;HhTx6*t=upeT@ZD4G7{iQujC70}$Cp>9dwqr2IzielbJ@REk zhl)$KUK|M9rpw{fq;ktC-Lk8V3uL-pS_I7kJOg4lf8e~ZgpLzy@2@)$Ci5c43- zG5W6(hXvr9cG4hwUZ$H{HpRbY8%Q!x_7b*%B)a)0WX0$q-brTJ=#iPEvij*xG>9t$ zFaCwEFBz#HEt+^02fky!^Yztw&pn2b5yDj~^Q=EuSEYF@H4js*W@_cNnm%7BYBl@m zU;MlO>EAfB96!cRuUdW8h`u2aoyupV!0Y!JD+|F~dCx)p5;6D^QF+Nu9Y%y^26d$W z{Ofc&wcMDjwPGHV^*o(K<>$X=L^Nlqkj5_c$l^t(%nzQ&6IU! z)7+A(g-SfL{WdS2NBS>Kso8peq+f7xb(Ol%{sr(9Ps;?C~2n{)T)=(*N#GHu=M*5pQ~jtt4VUuZjJa zzCj1Tx2?5WE#CAS``^y~8J{MZ^j(f{>uuvd8z4C^X9r%19q4yhm3Nfb0p6fx(ckCK zV~JO))hE+I2SLg6Iw?#crGBIe{k|4{9?NnnjQ9Ck=6!+YQJL&VOJ>B|r4fBO8!3C2 zao*<0-`W5)zZthTjZ=Ov>{iCyM0eQyLmQ zXEX3x2^M-AgM}7ZTH5JzHd$I;1M(4jdw`4vH7b6HUMng)e8blYFmpzwOpfHEk&UVy?&b_NPB*~@~$7fPUzXruxQ z&udtCu7t=lSomfE3jtd)Sh&Q4^d<)BlAX5;O*rL-O@@VU7O*gXCkjS?NeJyZ04PQP zF{0EfgGaZVUIQH8$ad|20SBB#6rQZ3*hsgs&hqMdh4d@Bb-hrnY~j69ac_xPzhoI~yl)u)|@vwsIO>Fc$p5N%@O@MO)MGQ8# z%k4>n_xK&E(xCvIb7Af=md_sy;$y7bll`Qj>m{r;h;c}>F z_YFuk*dyz&R!Q*Gyl#vE{Z+oMJe~C*NnNm z-TcyPhIX5vdW5bAExjppd!nDA0DLzEMh$naAT9;A?5GCS=fbHfntd@#--+wJ>h&nQ z9#yY<+4Yh$in&AHq_z_f(*;HP*6A-9(bvd1dwXn^X?SP)5Bn|Ckb;g!tn}<>zGS2( z%o91024z|N$N5EpL_VA<=BIJd=8}?AZkRB+N!VQ}ftQbViDJ`qC;G{z=HZtlGb@|!x3@WdXc-7;|ulvv6;LMhuh z9_Yt`Mkz|^l1%6h4MEbRLCCncM05DDll>G21r2?7niFKA4_E*6w>3wj%uTdI8GTD2 z>0f#tarDzSjedFo!*tH$uo!$N`j(vH_CAo1f6#sG=XAyBrPj6~>-yzDu z3=nF6;P%iEJoq6R+Qrc6Qnv&%tXDHe_c9pW%Oys4?OkScFR#kzUVd*dI-Uz=b%thj z-n-7~dIhU{nOPmTYX@;9mF6%aC3eDzq(gX zugDLa0e6{<1mmv5-gZY6|@Ph@h4u${)4-COwh9NXoU*BO9UFn~8sl^8%!FaU>QCtydo%mD110XP{0u;)T6X8`s912`x3j7k2zs0ZK? z8oeFnqxb_Q8fht)%(#o24<(-JK0hBjs=I&k%zo_k|M;g)oq6Wm(t`LTRC8MUt&7v1EjaC>%s8z# z#Az4hdN{3InbUd|rg{gbugYn80J0kHPtekPpXkS-3etNi0|l~SAf*P9pyG(KeGD51;N45t znde8p)L^4p;*YmPX;bc|;ER`J>EcDrNzau_E{dwfM`)xLWr!WcCVFbcc*PiHi&gD@ z;-@D+5sy=I(i8o-L+wn)(x>|LfVG@|jq;Hpggk59^zZjup;0oNmb|S&N9D>sM4Rm% zTo>K+yKCBeA|Am7N-OL2Va7$dSiNJ3!-tG5)mC2rSnMEinh9ov{0Ikl8v}t!I3fuf zm49~(7d~~$Q_by$p+-KDSjUw0@f6JCsd@f5u=XmEpA4kZOi#?~TqGRc=MZ^+j2;e! zsozI2R7O6LAh}=leFsCSi|CE?ZjE*L}{WM9Y^Ipw`wF)3v0NVj-O!t^rlMO_tQs0v@_>?GF>N7)aCl<5+oQ7-+X zFX_~yG(;$LEOBXnPv@U>ly!jj;1L?oW$7L1Z9SJyi9F?!^k%MeP9((i7sbI0?4%d) zo`27~1J7adATvGiOb_FW138aVfM=n&&IyIs5iSfU-C{Q>>&k0o(RH%7O zZ&jv(41yii%)8=dK*THWP-3dBQdcg?#ARv7T>dGZaU2!-rQ?W6oN!UITTIN28*qrNtHqW2zw`>E>FoJCS$=Hd?gWhc4*Gq-W$zY~H zl#f2xheL}(-*_t0LtqcUuO=s_wb(@3S5d#x?^}XJ=S@9@0EMrArs(&Zf{x?*iOc&!K5%skiZ9sd|D$3o4+QeA^t>T@tqp-WN4^$Fb8@$tO}vQZ>?E zpWLJ^3|0?+RAQ5?X8ThpUDsTJQ|3gzScTB>EV~HMYwc znkym|DlU<@IzwR%9qvt`>UR3-DWd4|V;+zB9-2@@Y0_`cpJakTdM<2so4!x%&rWZB zMspuBNi47Npsx)TkEOwXLoxA~rEY*O$M~>)taK87$LK8jm5^$`V5S}&y%Hl3sh3_b zqd)f5B*C$deOj46AgxpJB#;!AY?erQ|H(b(0!ZSV*~fSEaIyIMO!4(h@pZxM$JYLt zcrx7r&`(r*Q83kBz~|&1^IS=tC*@G65fu@Uw$%u&|AD;l7AW?Ddf^J3f>n-PB9nd2qHJ=Hp3s z|2MzU*M9b!|MwezaQO}6blg+j{eS+if9jh*_wuX1 z_L^}z?y9N%fA!`6{nP*Ig|GeEH;vQr6zAL}uZO4Rfd(SyFYyTbkaSM%&6}Ek*862PfhHPo<5yS?C(6SCe+k^_4J8k3Qe2Yubz(a z==AA$Dno3P{F|Uq`qVrH%Y*C3G&xuhlEB-4z%b%zAa0PSpNfyG=!m|h{QmbF1_dAf z+-KDEsdyTBdOsfLuKa#h780-jpA3}sShxvae^XIt?0;Lt)3`Lf|81cnDvh#H>SAKb z!+`#)u9`v*H#7|BtIzuizM59n=l1XY%qcz6`y)KrJCRJBPI{=Or(Z>N^-d=)J_iihUFi zi{3|xcppXSl@{rp6mPvdDV7=o8IPgn*a}!TX1)2m?58i}`v$peioPXDiQ)nt#~IHh z&w07Wys0J6&V;1qHf?}|aE%RkG%>1mbaCS4a9d#c!Kij8PL{{h%Z2309-}~sEU+j( zU@MnA*^@xJb9#S?WrVBRtoFB+OVWk%N-8&#E^Yx~@&K6nNzDx@N~o4DqbN9{M$2|q zgwcSJ4gPVyNYS_`D8M;n)DF|wfAVyB4&p8~pu6Ar5zV7)zB7kK-acR&zf;QwVYn#&!ySf;vNQ}TNR9Mf6{zq)Voy_t=d@0b z&AGN}rO$z^|0$pO@7196ic#{}p`~=+9&;}b<3luxdT%!o`mIOb;eg8Z52##mK&2i~ z!f8?us8bzKfdLgXpf2fzwF7!|h^+P@WfD#$IKgW4^V(e1++ptJBud_Fkq>EaF_v^( zY?8I#0OYin|Mg3Ur8+5Le0NbEOPp;6c2#HP<4R(a?IHfPmw#>J53g*=6tOxyo_L3| zc?*(8dJ>#a>@vpVCZ&sv{b55sqh(4%NMHG+){(0d!ayUF;&%C}gei`{9Y-cYZ~w-m z0Z{QIz~_sI3f&a=A$VU-CI~N?=S+awVNkO(DDkm^1 z$NOs_3 zU49FVH0BJW2DlAJmnO$^H+e@(ZkOY+ST^2~gtmsdlFhU#CvasOJ**~_z)1p5CJ?xg z$OxN0E%JAml@ZR@@)9OBh-{;D3&fGo;}>l1qdZ0nwUY$iHqekJX!4rmH~ZV+^4d(t zc^r&Z10hW;+Z2L!sLb@uZ~u0d*Lu6$9a9_bR?R1P`t~Lhq_iFiUDZ_LaOkQDHGVMk zR1c{d<#xGKxA(i44Ldc6u~7{8D$yb_=#RHX$BlL*$S>0M8cjb4TjRd!AmGpDAof*f zF5E=LXH)}y+JtSWC;KgHOOlAh$K`bC^H+2)Iw-VBO`%ZpV7Mtzx~>_jqr-JfWp#)+ z-W*ej^kPxRTsWhqQ6xMV&IDUB)u02yp;icL#V+Hj2rR* z-^L`J{X&Uw4}`5MiDt#ySXQ9X=knsb$XNQB;ANre@={E;KuT@S*sv(E;VYjlvtdE( zaYAhd!<+zPvD5?$eTX~unwmteku7Qx%rWFcbU>muOG!mWqDaRK&S$14`l)HK*eFQ@$S;M1CsZ;q zT*+V+5iUPfTn_r#of+IYUfk*Bcedls$I9*5mfzcrCQYCL6H2JftUyV`F7Sdt8!w2Q zwGKW1^+EDg!LQv&8I$hr&&nA}VVFLHw{duX zh?MmDPh8PkloM(^eGT1s2?!CZ<8n^!`1L~N*Q?pD^c6fqSwv9Zxx6=m*rci1rI|_g zT&^GDV>4x@Z{*MLxMmp_nv|a4*}R2KwD4(NHWT~XcpkF^6G5b`172oK#x2>B@U@5gco`FI_Ki~%9HA%i`12HoB%wT&QT zv=Im?q6&g+kNawzU?1SnH~>sp{sL>^Dok>6JUP92v$2^T17Mlf2$HZ8RW(U(9B1)7 zog>K2o2U7y5`r8DQrV;tBw?#@q_HkxIj-ptA75zv#W-!cfP{>}P;^cMhztqRvqG~r zegWFmE1sTX6gE)j0Y*}!`(@Z~0y${;%C8qN32zOJb-_MDSJaMfhWDn|i1)e!c#mM& zII;#00=;p@W7AcjH=6Z81HBxhjb}iQFxogsu7vOihmAAvD~(*cs81uj79s)i6^-yh z&?(VHP^F5D#*35rfw%_OJE10R03Ay7oaU<&^Ea$Xj2-rsR7WYDxgg< z7@I7Cwq60+x;bc58My1#gSMVh8v$)y25plJ+IsIb(AK=opshjFOW^Ij1=`{gXv^17 zXkzE7-7IA=o2X9OBK)h!XQb{SvN}j%^WSX$2fJ!8m4uam;N*FZS(0FZOLfFB`%x z{@SsN{T{?F?KeB~4 zcPjo+D&jFU0`}oSM<0Wo$Otw7cvsBz`Njm?7i#T86DJ?Ern zp9Y2ORt_9R_wx4ZvrlI;tnHNKATl!4hselFjgdu{1CNMphX0!frPgt}z^+g+`7&sSk;i%2di_LjFjcADKJH6Gjz5b=BfO(^ zT-#Y%+vUAHub9%rR-&Jd^!bWKIXaG|Pl1Q($4o9}VpNi2m9nt+?tXca?j2BKfe|N-i2(;jpk(C6)0@ z)Lqq~yNkRVww}&HJ1=;rlb!H_*r^f>=UsT_!&$ix<7Njp?@|f*Pb6xqQhEwbBzNTx zf0!TNdOAt?CVOv`Dk!~?nn|?{SG1KX(yiD!(2D#yb=UBdc>~H%;yFA+H&6hN;w!v3 zsANK39Leb@5$6T-cKe-Fr+_rn6*pbI=Y0QyW&71rXg7bmhwdOKbpQ8 zh5hHKiq#HK&;-zKH+>lXfD;fuwrbADLM1hRB3n~~(W`b6>4J$H28R1|62nO(Ue-w@ zCMOZ4$Vnt-ClS$C_WZGQ`x8kM1oihq^Sc$CJfUI~pVK}JiArkRK@8OcZTGm2SOkL3 zcJx?~pily0La2%87cF=~NcIZv!f)G7pI{t&Ll9qol=O5li>%2OG51+yKD3ljcKR4@ z_KEkuLf3|u;vVxVc*kV~uOVLa=W?Jm#HmRnO|aNPp2&C-pO;0fW!DwKCi9b+#^bR4 zn2ZI2Iw+CYyyUi@PGa@J6Dp?Vl&Ebd63|=c>B?eBKx~Qnkcv+vF%emEI=KsEb{8!T z6{`=NPT~@Iei%=DSYhSFMA|VCon9eZQJ{kYl@*exm?&MBtyZL~QCqW{MJ4%jSRsQ? z#L!Rf+}N5WG0%AecnSV>)omUAzKM zo>s}Sl$>OgJg$;FXiPAln#Yf6B2GZW2}))}e3!bbmWUnl3`%TNK!E{#6+@U@6p5;` z)dZI>h-7P(uY%(-A*cb7v~^e-fekN5D!G^{m{x^kXucGt=X4#_n(s}vKO z-B-Obp(zlWLP>U=+ggDKN+ZN+4(OwfhN4nYJOR=KrGPX6AW}GEQV$}6rP`^UWP&ng+CG(6cRioJZOkWK3bd~#0BL*dFOgp|j}y|>fZBrl88O!Lf`1|f zYbxfCAzB22#gfbB4A#huZnRC-g+euXCt-^D3 zHUVx9;&vz#i70Tp(5(Y*cVSuRkY!tMF4St`?K&7LL+y5Cx`3EgQmZ7SsJi-lb;RJX8OY_&t@8S9bSa> z9aqm-9Pd&h-mIKB!lNU+PZ+_2X4lbqPHK1Cm4NFt3c!u30&rER76WNZwFna|fJ|Ge z&1m2h{i5)u7BZ+kgU@&f8a$<}^bG?X<(AQpe#*oseJq|S6vyLA2+lC33Ba#sbEByJV92PN1ZFl-O%VS7NZeH?n=ILcT_hw*yAc-;kF zkC(yg&B9Qc{3C7`Vt3b%*qa>irHt4E6_hY?>czd30}=?zQ<8cdHa&=b(W38qYow#V zAsNFboiKlp_Q^DuCy!H(zhe)`u0aJ@In*3-K3yQ^Q-_zm!}_zcivH}YPHN%*!_&!h zY8@x0@2U)SLr9h2V7EQ|H48Nd`G>R_TEV1Jr4nxpp)q|`1aqMIz=(VG^ zGI&5Fro^SLH>s;33m`nq)dM?JDXh@KKvJ2HR*&QG!%dR4u3ju~(cGuUCEwx8_JNXs zar)6(n125%Y;;Xfy_SvEp!6~u&G2zTD1DfX<{)`ZY;*vnZ>>S;wQMwNMGYG*Q2GEH z9YE<@ODO%W0;MMf&>n)>ylFpGIFtF1`ju2oi9 zsU&XJsH|h0HQG_lwWzGkLS=2{Dr<-JQ#f3yfK}G~(vZq}AA$e-_{Y9XU){$N;YR(= z&2{nqQn<5A;TrASuojr=BgM+L%~era1TTxVu7W%u((PLTYuvc0tOGH)4$7;5Pw**- z*qE;-z_2HDL4Vz795*!P(mNP+M!FsDRf8^cO^Gr|`NS zVIa~}IO;catK7O_5mD+$tVT5_vayO{dr-sLcY75qa@dKhN3jWK;QVN=PbJSsUzNEE zwF&ysCLP+zTfS?06O94Iq9}!VvJg}ekw>ozwN=||?23L%#zGlt7xXfNZL-)d20MR( zcm9Ol`J+gnkrJiNR*H*6mM?|<9irWe(mF#Nw{3?1)U54oTo7OsXU1Ahx2pualpoJA=?eMl-y#x4<(iPhA(Vur7-E&$hv!2RKZ(BzjH4uLp@X#8b4zLg`#DMWa|T;d z>$wt2LY0L(+7Ox#ith-a*iokS{nQWq`NM|O>5VoeUH4(BZkIL;*sszkEQ zv_K>vqt*skAV`k~bIXplnidEUAlYi#fK9ZhL;>>1h1)`!jY!E-2}xGS6lF`l-GB=> zy`a-ad30JV7X^r-&R&!J<_1|!dt@~&hpeVOB}-P*0_HFVKJHfD6FdtP1;|qpR@0s` z$Z8snv=gaO^8MohT!YWHTp{dF1l5duwxhXln(+hjFc@k)Glkxylt8#y<(9(!L?|?^ zMzlFK`FB%YQ<+>snktOFB^!IoV{u1Ksvg;COOvYZD+9*fh8D$ATRp?rTXKw) z4j+ZGv3D1?)~IA+xRSvtB3yo|xSSb#OBj0_g|WBHjlCs|y$u+97wy@W-`kBQX=86g zb$H82*t;ZLCX`V!_GV$FjmM+hsoN--dRt1TY9Ui^D>wDF*wov~ zOuen#)Z5BTy>T})^|q9vgH|^6wrF+1)Z40>dP}hNlBqXHw1~ZfUoTXC<*|3@xx)C{ z(8k{~GyY~7n#<2aI<%)O8GrNm;Rb7}ApSp*I`7Ob@#Azdqa|n1*buR(<8wt4b#Ct zgp8yWYb#Gj#*q}8T}Q_8IB-VSq=q^KIk2+3MPwWg3W*2KXT%*PX}1-Wr#ciFhXk?Y z{@tyNCwMLIO~xULjY9-7B|zYqj*LUYvor3j6+lgJR)~pO0OhC-1HX6^$6wsM8gk0P zrgla15R}YSn|K;%*=Sd^3|KK)94*1B`<91Q4-CPohX!HQzExq>z9Cq3G>26WRAE)U zGuk_WRgW@1eJqDnkJrE|4z9Qv=t{sDjoZ6PZO$U&tRH37M8=uQQPxxz+Aoti1TUsI zGS29L&)O8Dj*8D3RmBowiY3^f&)QT4WK987jFuhOrVtrtw17KY6U7tFz1QTjk#Wd& zrt~yFD>Mt@7cdkVjEo~|BjZ4vPgQ)|_)0Z0&J;9^bs!_cG1QJOGX}|#an=Bdx&x4i z9OtGG8E13=3sL<8-g7d8C{q>hIlfZ%o|^*6jSiq4s&Uwbj-M{O(D9YB3*A(PYf4m6 z!8KDgxP~=c3C`iGO-%fZY;vw9L{hUM2)Qq zqPiMHbq7FHw*sQN435T1AZkkiqQV?Rbu+LP)`O@maDH1qhzc1*jWLMY@*e?+ntBg{ zsA@RFWh3LP13?{K89`BG9D)UvyJn%3~=&6x|^Pvr|Mb=WWr9|)G*f}1@&H-adB;|qP`P8vZvR}OYO_zSUfSg6xE6fQKhh~6E` z7Qzo1 z752_H8@}Rz(6EJWL*gJb4i49a4vhmNYI!eyj%U{?G!9+A4?kzJ>l7M?u0Nm!Qo>d& z2#q885{1SQSdQCCT4dKLG!9+g$%02;r_eZbeK$#>>^gL-zM9;D&0IHXN`2m__Oe^SH?@?hhT;~tCS>sTCL$I9dDSR7x6HgV5? zHlu3To=jS<@(xk5Y41RYFf!gTo%@xRBSEDk z01$N3x9Q9d6O98mmlGwsseBR^gXVl{9PHB#T=sD`6yPpz1cm9z2SUUuVUHNxH%j;8 z7WS1~<)^PKyp$tS)PC*@FX@>I$yLdnM*x==9~HVsLQ`36P}9m@MYa@{a*xGrN*?b( zq_SNnr2csd?cBHh`K$CzV{D+^ATuy4xq#*Q8cjUfO=gV;Gj zh8^R|$1Z-K4*)QLz_fY0AVbqneX`$@(j-LINpF7cr93^5m&$$;pz#>f^l#56-E3Tw zUOx#{M+L_c_i%{p8Uam=3vqHBho7G6^;NeIHXIb~LkeOwc_0bHZAx-pPLHvQRCJvA zB>%GLSEPRl<)%hzsc;$wl>yaB1$s}C@nMku!+s)F=TOMsRVQ8eeAbUZb+96XSb|3f z=_je^kx)Vy1geuhQxqlaj(S}Bt~%+t(#=oe!o~aohK1XE5c$G*xTtDg;+l{=1POzT zyz%*hkYqnEEYouFgsg53OvheeQ}a|Oz4rN+a$XUV5zk@UjPXTQo# z@H5JIk+dfd_AQ=j93CQ{4llkA79UbvdB>1Q8k$3S<;j7SC&`u%?|ZVZWNGC|8YQH? z3yL1*E05JF#%RU;n09nAxaF0Haj02&^nz^VNn~CI4HouncwcZRG?fcd4U}~_w6F#_ zWEs*6260=tainD2!iXE-=7BPl3&>`0#y~c=3^w_xks9fX3uOwpQu+1F7hcL!pc#<+ zCLRrxnZEvWFHu}96O22eyfo>}pL;vIMz|ynD&9Jx`?NT!))?0b2(lGF} zywL+4((&0wv`yrUc3#IwMZ@g;a+#eoGw%*CbD!zS2R*s?IL6$d%*;cOls`aHKIObb zrtByC$cLSil#j~+j?hEgD#pvr)Api=Tvub&2a@>8N$Bk1~NkL9vFPezqZ=Pv*zR;{cc(+(bS z(ibLFQ?=A+COHy`aUVmGl5^8UG5TI1N66^6gIj%wy(XrZBuA(`Ejh;f3D}x@49Qc$ zrby%_9!rpTQu%7Uufjrdz@mj^h7G2lORfW9qr`(*g19A_;pH;JD`bW{EHfHIGDGfT zsbP@RSf7|Eq!_{|`I^lmigQ&4j42`0mXe@uPciHe|Wu0jO8e5 z99*;#$iRYPON&-nv4m8nrAr3Ryjl@=Z&cZemnSVu3NuMeG4VOguT-NChIZg!?L`$P z-6JLq_ZkD4GTkBJ9Vo9PyuAV8?UaN!dJ)TjY}8f|IgoN26*=oG9Vx%`CeYY&GGquR zIayrQL6HFsAjkrGFqa}m*;bZn69gV-cIaqhfAXRkKM*$7$i^JiQdX6Xjc$aEb!yny zSecED*Rrv({|MOFXwJq)-aR%pgl0{k*#|=kY)Z@D=3Sp0&t%^szlO`XbzIKd5SMdE znO}*^dFukY{xHz>2$k@-R)MYnG|2(1M@)$~A!#%J*sQdIw!b2ZOPY-1q7{^K_qHnK z&U%#c#yXVphOZhW)j*4cMoB3btdw_C!6B4#ZM+?{v^L&DfRH*?gi-@gi&#_L>CByH zP>t0XRP%iX6*lf1gX%4dv%E~%ZXOQ3welW+L%atXO`-JG@t)#7ucVcEPcXcaB-ShO zp7y|UqC>hi5Ed;bY>clD|BS0%fqzy6J&kt&dNT0<&lpVa`krpAS&?2}y`bfy-b!x= z>K#|@5=yL$;L!LEjQ=n&GgN~`MVs+!m+@-^L1_(_AKn1Kxe1Z7v4hvDU5TaH^h+0~RI;(92c^f9seB&o7Z~Ra)n}Jw}wetH&uEq^bk9%9E z$NAn(k63MbyyZ4!pyVYD-js1zz>g1Z%H-QIu4A}9{|=H#R!;~5w1$&rt4W+2uORzF zmi<;P`#Yp;P7cd{%PjB4TFc4)5VrZiOT-h(g6t1S_WQZ)pE!^N z8wonzF*{QH1`@@p#_gVIbN5U}xv0B;R7^DU5sL%T?*ueC_ zY(m~?32Aj^4Jj{6QCgNVS7oMFUZ9Qg0<|`>KtqgqzCf+o1?sBFWi%0QHBF?WS7}2z zYFtg~Z5Q5j@v=^iLyVyzWfKabl~Hp0ntLI5lF6Tl=C^CW>FgrZN4dw-pIKP2 zkV;2sh1MdjL9c#MqN(<*yk;s>+0kM{ndvpN&t3vBB8c8>=|LJ9&93pUGxJ4vt%|_00=`gnJsP1sQiciP;IFOOo|W0GV}%#o+ZeJy|4`> zNEPCs61WyNp)4rF5@pdP+J+=3LM%!~Ty!l~h7!cfq~HoufgNSdl(6FJJEwbQ?tS+? z03C>mr`Obz}-L^UZ#-(UfdphulGy1A=^)Gs{kC2>J>Q;U}5yr#$82xb37@llG(s(%yx;0+E|T zcikoVvP*FA4GCq_m6KlnQE6|&=T*1tX^iSK`!I`L6)ek(E|;(cz+IBp+(NEt)zDkH zN<5locYbqb-W=C&RxUu0FS=<;q9XrFIMj^PHp9E?W^~qV#_yZkirh3~qTP&~ot zEle{^uCZ%w(ZB20hwHxn8}{|7dHq2DZ1eh*o(}MOXP4JToqvMcM3dS&p)NxGbs& z)ykHs4t-m7(_T#_0EuNvWtD01k+|j*dFkfV9;aNBu zK+yg1zx|@4JNX|(%kqj#%^96|vnn$@--Y>qPIc)ggIdPy+L7t|_mQ=FWDMAueuP?c z2ePhws6{XGt)APL^-==9+i>w*m6b||R?bzD_{V7F^sty@y2Kvb)f48KTVnK?TO^sj zDfk)Uw%-IHx`q&Ny@Tg9$vOSIxRkXnS?+u(N=bQoff=0Dj~bKAg_d~L-Qm7~u~~el zdxc6)dBp;)dHO8s?Tx%ri^5B(%aFe>QAn+;Bh!_WYr21ux_`=aKS)%a6|PzOacio= z{2$w8!80;i?#=v-lHOi(;bk9qZbu5I1F2`){OK6Jh%rhG;XWN_QO%#kTIRx6sC#f9 z_beqp9cN+9rgX2lVD9bV-akN5f_sCSd+AYCc9t|@AWQ3SkVCiPlEL#W)aPVz}$Rk&CQqS z=F8@0kqj~DNe{GQrRkK%?0M2FyF*&zD5<(eWjpN^o0M0~kwm&@LV2F!t@$^m$ozA? zI}+;Jn!aD7zF()l&w@~E`~D5v_gT~Tn&pM*<2(x^OW~_)-g1@IEq)6KHfsom1k9f1 z_4DmzB-(h~tXpn+?=H!k)b>}=cAAYH(^Y!l#+V0g&;zg355&nDi5KSo-L;dBacW8B zEEac*Vu9Gz>e5%-H2U7)ol8!ut7crO3-4}GW=O(wRkYUnj4Q7lB@QArDv*o3jW%^Q z_X>=6nf{0Mwzm5}2oc93Uh_}HQS&1pkCR_NT6K#cs{eWBQ_^3Te*_Wt{0I$CY#Lr^ zI1i*#iM@zuK4j+=j~Zp-Lsc2DGLh*cMEL(k$`Z_vNSZ4S%$Jg#*FBgC1)k6Jhv?Q< zIm$%UHyo|_@`uf30upj{Z1?5FX5Sj3{b^#eGc}vd+(T3U;_jRJ-!^XQe{d*>uxaY~ zF-<*BO}$Vzb^0Ef`tRQqRqYMj*#A0m17AB@ccjzq$O~gS@&a|_#kwO?E#6_R6W;9j z6P4LPYztRPg0%?AR*xOpzx3&Hk=5J75XUfCrE(x$WUwPIb^* z2QH3z;37TneEk3^G#&H6aj{me9H$3P)DNV<&X@e1i$3yLeCTfHl|4wxI85)$=#t8do@aKpfl04Dh{L4#@Ueae?yX55Gh83Qh?&z@ahF&A-HG4B* zAGuIJVo90Q)khwX~Yq5PuISq<q?}PaB zgeBjgtuWmfbNl=8=L7ck{?IGgKxX%lSI0d482-Gs8LK-ghGXh@9DjbgnX@_?=8-F7 zo_QF5-eaFhFl`5h1u6Ew>GRG}9dRfAJV-ittx~5U;2GmJbC$BsLuZ%8l!^%sW>j-+u_ zcgtO9$HB-P57zD#mg*5TdjAss+|PsW!KMrLA}*LVkEqc{6#i_fnX8s%IE7;dnlg`W zAANK?{ybo~CsFQJ_XT%{bX3CTo)?DAJqtT(!|RpC@ah>e@4PYd&KfgsX3V^sjG1@N zn0dR#%)6n%)_eO5wq9ef^>Etd!C))L7;HWEZE^LinV++x)06hP3(b)igjd~3k}DD& zD}%a^b@y;ZAu`hTbgOF`k1Mk{D7XC`x{@PO*!FtpN`(9tw(s@|hJ4lC;a-)z4SPwJ zACw!gX!u6YzZ_XD^TQ4tNac;i1B-5)s%4D_0YE5y}yP zpVvRORFnpRf81ZGtp4#prGlE_$agp5bJL-tQa-Zb+%0T=Vgk$daO9)IL1$Hy&2W%o zQkcIU;!p^EFGB8P5hpegYYf4oy!=mnO72u3@7>X=3`rX@CM_mdNqRW;emkEq*%PRp zFG!LzFPMYm{Duq9sm7E@VCB*}b#&Lf4<1KlWaXt$T{UIjKxfw6&M?0kCaTNM(EOs; z!zN=RG-p|o-RYviRKaFSavHHlN4l3Y^(A?hI_M!YujeF1TLnYHeltjgHPmS!eK%EQF(weC|@nR9)HQ+UQ=N|gQ9 zefL*oO7)$EPut=fGoA$IpNqMj)e|W;vm9rIW`4Sk>XCC6uBRwGD{;NACTzwL zy%TeMK!ZMjSIR(n2ldXsPop(QQ8&gh^aXyJo=H#Es!#6)X{P4^V z7e8F{L*j=tKLmaV`Vr{Y#6C_ciZ}p}tko_`evZa9V7%vLwcFujqZga6FPN|7U_$T? zH>AlYbIIA^UXxt-YO7Gbf*;Nf_Y#=LUzRVM-)HIOA9McPJapBRUm?fI9}+u%%=xeM zb(^zmmvhV9b<%BBeca{3Gws4tE>j(2Ia|iu!&7dh9TjU&d%&JSvQW3|Q1Vc>49KxC z<2S^V-3SJ0Z4E4pRM zWMo%iemmrR>>ZnBcA=c!LsCagt4@9;W%E!6j1&M}KBxr>Phd{kUQQ$Tr zsSf=nzgFPs!rHnDBhdh`AR#`SgIYXYPE)_mz=3pnU)Etl97FVaXIUPDyJlx!mMFDb zAaOC$2$0b%Qhgvy_4i~Mg;v02=jQVb8d9<>pAXXMM4$f8Uv%^jerGFqEU5IgFJE@_ z%`abe@;?fZJylKTw^PC_n9#3{KFzE_7&Kj;%ODWuaCc7zYoD4X<)dTA(u|Z#mTN~X z?p8lnEUNH1$_Hkghdh1Ot@0}|$g7SODjhIpLavX0#=alF&VObIljp3f@$700xqpWK zo^>mI1$SNQjNElB!1ZJGUDxbg;AQ>tpI_#TdTJ3gU9{a*sZJ5ZmF+W0nok7{zn>1u zfWaBu!-yo);&1_rNvIw23kg(rFXj!Beq$m5M+P&pPXythD0hDbpK&u8Q`KkSKMGBE z*^cliL9w_f?m{kiDUb}hm2K3?0Bi3fnIviM9@d_k&d;W$n+bf?uYJb$&fL5Q7Yet& zoecqCvXcP|+f!`0rKJV6v&aFG5?1lUMaa^raBBe{!A;Mk38d{EzGJmNTt;Y&+>=SW zq693-&o(bPZ(ee-eo6WSzvM#uC7yYS*LsOZ(tFKI&YPE92$CU1h^o=snaA5A37O(f z2GD#0Y=Jy|I-p%HiK|(wTjWhyt#8aWWlOe9*)m`GEJSGnXi-dZa3wST%d*OUxnr9A zGJACw5)Nnx&xlQ4Z%I5AxOei!3{4dUk@1QUu(fkdMyJS`5Zq=L`1i?7jqnK0u&l0gV2 z&+Twe2KvgcTz2%pQ1J!)xc)0vHc=Cz(I)WG1ZI?JLNvY!F&{4sluM`>;;jt=n8IO{3oWqyj$l$!yD%Z3sdP`b0&#gLfvRTE#H&oFkuIR$aHbYqO%5~WE#gq5I zrZhf#vRG<@2Pty z?hF(6)w(nIb^A?^*_0XlkKeZcS_To@`iU?!Y!;|fDT0FETb6@mT86L$>%;r zVOIph+E)YRLRp$N_fEs9)v*b*U?nSDWund#oA0=%c zZ)?z(Z+(&BOEtDGjk?^dVjIl4G*0yGU$OY78?5waPMVdT0^n zJ)^|*#+12Z%4BlKagj{c8}&LodPiamCy394IjplciwHmn?LYn7w*63rj{kPuV&y)! z!#(RZn=))qh#c3Rx8!)ml3zhPZAeiovb@zXt2>Rr@e`NL&>+eU3{G^u^h*Y*6f-^6 zBLCMk$wk6lFCy+0ZO&ON1t!(@3AapmUt3J`MmBUGQVF_SG){7~+Z(8u(qO7VRTAj7 zz_CpL?JXcaixEQ{6l4J(s94|lrOP%Zb;R+*rHtvMn?{1t@JWZ2(G)tgPbYT>d!<7R zTkINn7AA~v>7qdd=45@CRmAw5G@UzYK!ez!^@`;NWJI45;Ec2=Xtl`g;2*g_+gHcN zorQixwjESR%_JrQMrp_j9}HlswdR?;ZBYey->D23b_eZw3IoOLT&j`R&a6o7qZowE!hdRHaX z7GWZKJd(IaVU2O0*7-_R%B?s#+UiCW$GVdL5ovH+U1zuW=woEMfK%1$VlScg3Yzlv zj6{Wei~-x9Ud35)`v8O6I(&lREXxyZ%k?o@qi*=H#6qyIW8UT`&l{<)rt<$p+U2W$ zIRnbh5@r2j&X{oo8+za`Pd2UrTZ)Q#`H-4nKbG05SYR^{8>3GLMPJP^<-H~Ol8+dN zC3)R1QVpEsIa(fqB4~$Wv z8pGIAZrP!6VFID*!iRFfdyZ)~-!IGCuom|oMeIF!$pjqR&y${_@TKZQiVW(RuL5!% zAv5%9tU`O8PD)tsj&RKxGQCW3P_W=Ln3Uyb8IW`gg20uYA2{S*l)vB+#N0r%Ex!lOs?g|;*h)S63coCm191qGw zO_SSz$6JXGk6ieR}bn-Jg7Z;k{}E2KS5W!PBUXg6!G4A+4b@z$Qu?lDQD0~h56mpfSA1ssn|@n}o(`C3n&)))^EjBao@iw>S(f z;y?#}4DNSn!@AhtTZ8#~*-7Vr+2wqIR9AA#I=alr5GmOP43q`z2jqP~87Nxrh(X&O zF{s@Ux4d7g%{OB^fCM~pIx6pdstZ|e1zu{_e%UM%#-maLc zQV6SpQ!i#PUO-NQ_gf%}`|%ztYvFZBXc8UcGaajrJ}r#U*T1lOnE@J>%eK9rBoFdXdBeC{hAlCoq zJBjl3$BtHA8M$jQ*0}DUuDXd=KO*Uob4RPL>pPP5Z3lh>_JLTh!s{I|0PJfP>(v|u zk_xn|Jru2a`{x4Jy4OuYrEw6A~2jye)4nha)EXxNO#t~k7zVX`I>YjGtY3IOo+%rDQUGb`lw=d=_4iuIa~4A_SG^RoQKqN2WZg%APGpJ91>OGGwPa^Zx^% zx7bZGCx6VEPPf<*dV-ubhe~IwvQMr*L#3)J2c%NeH1+8EEy;O|o+&3Wv`i9tRxn9+ z+Vy0oJtHSFaoP5!YzxXxy0&tM7oy{CRnv141*@%sl&X<+0Vr@w5+E1M`*ga~V}EKF zZYmSzTdex#n@?Ui+!=n@rR;cb(_sD2-^XJ${f5S>|F(_Qm*n^HU`@TD!J256g#Xc! zyYz=?M`KgQ!=$5uEW5*$qftlhf+n_w3YU01mWB$q^Kfh*D%{DVv9m5Tbl=HD9~h+` zs_HF472~L}RWV9cRRR}W4VTWs%`h1nXhA)jQOOWf2qMBP9kJA<#;tu$`898zWuDrk z;-Mn&wdxKPDNw36R0JRTdbqe~JE$}epPKFb@hI!JTk^h9TgaPVHje#W3@k zu4LDEkH6j$$R6l}kLC;y`QWlm^^b*$J3>FURNMvnaeu{)rymbA;V`~_unCm$^-E5r zX6s)sJC&NLe_eMfHC_LD#i`U({p(eyQj`3PC)X?k)aLs#vjIBwxi2~S#ee|mVQ0WG zd>3oIr@AY}B}YGHMes_dB8MYEM1?z$+i>`2!|QDq02i+D-q!!j(~eht#8y!_83 zjq0#*m2!-G)Ng{G1jipUu)MGv1*V9{8-y*%zm#G86@c(;=p{@ci;lh&w}C=alnU9Xb$o^y+CD&OqO1B!CdJBKQXYXui| z83h;io-M54_Sy<=x2@pjZJllt40bBM!BRB82W%rNBQj~3J%Ifotg{Ew>s*g!*nawfiv#BrOd?1kZ%krC& z4eGbrTEQ(@<$rfvM~*N;{M*zIvpCTCOWn7ChZjx$Ge&2?nVuN!H4M29!`yoq47WZ3 z^7v&g;-$Pg6qRr=ThdCO{M?u9 zvC&ODN%308zG&*ur|NI#?6*_f<>sR<#YT5bY_vkOd0Fmu{&r@5MddqMzw&a6{k27v zyN`bC@6h*Bz2m*~#nm~E)5ZPHrova^Z;4sB%c$~Q)I*`ADjA6Xy=5@J416w6JE{Z- zheClTAJV7Ao{~LZBKRAf7VK}N-tjJZPMBKWVQUHJIoMV^>K#-I3eF1-fl{76M;3y1 zHCx^#uSiqPmUcBaDYRH^sjGQO*412*L)FNK^cjO_eG6g6`i!X^9;L6k{CUDx;({vG zmLt259{HIM?f$~Ae*UKS;oYmh_SLh`%OiM88GOEo_`m`|nUoSH|1WYAx4Zs+MVjy6 zHBY}vfz9IJ=TXE#VUa%i6Vw_=*6PMtHI zx=r2)=Y;V@Xgg%wbYWgvl4m-lK%T7w^JPabQ9f4Hp=5j=_z`!sSSjcOm|aehYNyDs z#vlN7Nnii?*Bl%w0qn9FU54qyGD@A6QmJ(Nch1l&BC7-$9 z=Bz7$Eu{ezKPsKwoe!(>NJ)}_hAmW~E#9q;*H@x-ucT|QY{3;w*rHTI=NQcZjSb9D zW`s>ozCEK2*~7(WUEO<9DIvt|YYdO#1=4hF4x zd6};vU~h$tr7Gb`k|&{HCs+1W zitmO4Nnng8V14DUCnpXQ&{J_az)A(bgBWCVjby5s6IyLCNH_rRrVDx?e4b+!&Wa*c zaWOEmz7*`&>sMx3F%qB4G}au7z~$SX57yrHd{AkL+otNQQJc!FSmCg3W8`{7)>pi+W3Fsp?ISre>y3s|&J$`M`(7Pm!| z(JdY=Zr8%fG664au>PBy%l`Z6z zEkMOXD_dv~4$cZ46$|i=r2hxz%SBp5)MAUymdc&GpfbWsl48+N+M(}6kxVBu8EAa0BVuemj&$|0-a~oBL34<*h&dh$Iv;x zOFAzWNloX)@yxvWE|~eG|F$yodUT$=YdR-2Gphw8q+6gIy!dbVxiglZhX~ACnAOQ@ zE$l7i=U3hDNq*){#NE<5YxA@qTF)yN&U;eLSLJU&Eug> z8>q#t!8j+@QHfPcC06ThdeoraWDYhHu-h zW^@FLw`y0j0JWoMs#<7vHFiWjwSZlXT2Oubx1-nlE7{E`#d{c`{GUV^3Vr%0{Yla= zc?;b)dmN$qG?vt$DbparD5r6P&T@p2tpsqoGZv*OK0<12!G^yv0@Z^V5mVMdc5<5F zBsRvVuIbv%)0VNDr!7O8;+D5sWu+_lT5K7svZe(0wN_41@hM`BxMrB>(jpQP@ zrq8>mEu^R}4)3C@klB1!`u_L)hUu-*_cs?AI=C6c8<-7Kt?6$z0Q??Ma7|R;fJD;( z4-LM*H%{#>`~dWu9Nj4mhIdM;z0=srNc2#8+Qur8kr8`SMH4;HM{9XDuf$%GXkb5e zp9&~q7)NO-qAd~E{Z5h=^AN8>$x8D&N)g|*=n2Scp*B5&dekPhNuM}xUo7Vm7!f8Egw`lb4jvnW{9FV+ROK1Fw2umvCg z5!pK`a4K-gp+vj)vVUg`bI#%Hx8Svu*Nub>h3j+!!GH=n=YvAIhrAlZE+^$!naIS- ziXm(nK`+2Awj3Zpz11UMq(i z5WGAab5=%#QtWB(a2e|-tJ2rEoE3cw(ODYjuO5~X9j+V%jxs>&`Si(w+`;i>VS$`U z2;*tWC9mR&JPoA2?bLU_+I+p4A*BZN^!lD zv8Es3U)vdkbj9X~^_GENuL*qI-6|vGmBsB*ogZ8EcgP140s?0^dv7#(p~ta_Vo9dN zF$@|Goc#Rn5j=hw*ufwu_Xh~&2x%sGR3e)h0JDmR(u4u}CJeA9d!3Ut*ptmtEWT%a zHf9qvzymxUI9N7Bq7Xf*HdKVi?g4((Bcc%=k;jDd8p3t%uHcAK z&OOcnss-n!QF)!M&tPij=^RCRk-8GYdp*ILl@N+w5$POUNRjKZ;`B;okO|~~-$!$V zI_%rNPH_U)ogB{h0H=H1ZeArvQx?L1L1pj0{qyCf@KMC3iPSy`e$sz0pDHwFfCx;odAyjsFz#Hy9)xlGT`?P#t%B zMV~w(7!cCa3&4*d0l{F+X%XTc3uUQ-(J2(9mKqOmzT)jnHldxuxTVCK2%JBLjb;95lLi3z=j;GxlalSweXLxrFfU zkl$J91Jqd%GzJAPcX+8M-U|-kjMX-)qLv<{@Lmh{>jNdnXM};^0I?UslUoiMTY$o$ zJ+k5ua(@HopH5PYEg?FW5+7cPO5BII8ctP(C1^hp=f_v{>d`~Q|H0EF$|Z*#0$FXB z<5L*?C2?q%<53`@1O?Nli&#bWS$@c%gws<1nuz$}Sl{4>U4EFZhkQMt>s$-pEp`8C z{UqJ*QPd;K@JkewU)7-rX$1y2==>+HIh6i!_u19e)h_VvU1FkTnKxN&p?vtvR^LvU za~>!NtZsYZ6Q4DFMd^cf7CC1+NlCW=q&i8AJp}yn4Cff%M?V-=BvLt2(Zat*U;V^2 zNAFOs{_#p*!uR9<@|r<8C4DL~%*e`@r(#B#-csq~fAA$I|5U)zfM8Sj?J+9_F&2tQ z#S9Y|b4a3FXVbY~B?YNs!K0<0!A)uPl1m#ejL&bnd*_uuUrN9UgReUrLEhV&#f)U8 zbL%>`-WLVs^!%5v)evQ-n5Kfqi*;P9nvBhxH%SU;1@O5qK1+YUCH-qExe;|3+Y=Rrx#prq9FbaX({ zH3O394`9J~iv}cZ4M?)VfTVXfAmPw}gl}{}!r=i)#t%q}0m)jEtA@8267dOd-ekRX zV_0c)tC3WMB!MncV4Zik1crpkRc6kopRCGA=VS`^d9i>?EF7n?l*dZK0nUy)ZRTvQ zGaqY5j+If#gOxI{RX%MfsK-nu%KAb$*iox8hmw!chR4=t;6Tb40&Go{1R(?O`|))x zjMg=|VO^X%#v_;4)MX4aCdKv@y`49Qk=Y!&D+kSp`xIZ!*&mFDBf0(3s}13N5~!u* zVb|ODXQFvlnrG$cvvkAkm>U+_H!O|0;r{jwJICDcVAH%y4k9e6&yur1ZE2+sv$!T@ zOj~c_mwY3lcq%S@lje=O7Z4^l86(D%rnQwO(je*}uZ&748~QR#oLoaA$y8c%%fj$2 zOJi=ifB2T2V{REsDVm|~R=K5)LZFq{Zi>^6!LcU~IdqWJyO7npxUJq91us58ORr$5 z2E&F^5{#dOeG`dJ0`htkD;2AKKJx7veJ?(caq1eEVOSc0kZZ5N|71kp%Z$E<*GPPb z(kFedjtijdxNJ`X+q^DT3baA;bQ)EvF|PrjOL|AzXgw)wJ&;29L0Zo?oPF*CU{ydb z`8~*e`Ub%UM^CHUU3Ik|?9Q))`ov%e~- zH?Ui=J|hVc2T5R|&s@7~<2A+;bbSe%Hxf275_XbsCp;SbAqnfZC9F|eJu@3x64q{Z zha{{wR>FFt61JW;Rw|B)rdndJCt!q)R^Ogw0AI0t`7siTX(rcLa!aXv!plmE93YJNAn-&OkywKz(~@WB zXI&!5*aY;^dNAd^yb`PcyI{g#F%d^rc&zymM|h3V)L^9Ji)1|@orjYd}i{z1@{$^9%v)m7b3F(i)2+QWLyF@I|5tWLW+O!V}ierXOJAHr%VQJr!U@ zxmBK$#R4xS)QY`Lj8V4JNThlkats5}tHUU|9lh{GnFF6NVHspbVK3KyOcowN zc=1;|6a@Kh$7h@4P_hS~4)F}}Zi09p3lq~szfvwO6!nZcAuYYK7QI4CuZZczo_gjh z2mo74PxA{Y|8ps57ox-=3c~^^O}Y-Blk@>+Ss7a!WOa{{04zL9mZycr(L}(*#x))` zM=On_A~Y~5>#@Q**mSA1$C+_qPfSVFVb76~FNop~r26#D)+e)0BKDe(YqEXKtFMK) z=F&BvOM*(7Zzk#q3~2K0;_YM*=5uQoW7(sdb$g;%Ex zPATObFSus~dHZqnZEsluff4330$ud>>~hXw)}9td=A4ux0_T`yiE~=)06!Qu$v^6) z5!u1@YrknkDW}Z@t9d5f9-1ki25juYvvlm^bA(pQJ<7-6c`f%Snm9ckIp2<4My1_C z;0lojrf?E1>@&$95O#L=U`h}K#@{9@+JdyM<@L3NinbxGYqRE>F$oB*K=q7MzPPLp zvMmCm*r7~@Zar|eb*{#7%sLs*9B`p$7LBXFR7HZsT0U2k?!Sy6A#7&eunPtG5UO3hWr38 zS|?=LrK4f90Mdx>BX=~b^wK96nX!+WNxLWW>AW&U1`0ud>?BH6*XVCh2)jtW;9fWhHUu#C%VLC6Q+N_yMcEY+a5ZCxQ$8WmwGwhka&68etOP6U^ntw^RCp{E zuF6yon=lwJdbHaloN&)nE_upe1c_`#j}oT2%HKbaG#rH5PR=+X>w&a>xXR1_1ND=h z!S-PRDcOkst1>0RcUjR$l@EJ&T2MTJs{!-jQ{%{6RQdV}HjKtA_&ajsqG+vN=LHwO z*e-k?Yjn0OU&5zYmRF44b;)d!$dwz)MWj8lz?*dHZ~!W4)RLA(L0~Qtqy?-cE%QM* zVq2hwTouC$Ap3V*7lnCu{xjzD6Er1n3d1clLWr->FFyYzM=$9Y&};ao+R*j=9QJXr z?2;Jzfg&CawCMqK$i zg2=~y7zZ*${hVo(^3;oJlnhu)Q)C9$eCh?qCM1BI&<=ThVV}`6+jaXDt{OO1HbD?B?o%t&Z85(BI6#o6pThRNi8@5_Ym{jtxT;QQ!9kd45gK$gyZ-r z%#p;57HWo#s~t6XbfxUUI}+Zly?Fw1=p;<0879*#lWC60w28?yPx7DL!YOjrdge?Q zJ$`AAeqwO&(rGOaZB4ryHTlR&nameGgsiG$zL8aI~mkJj&ea7KA#S! z$dA6m(I>?{2QZk0Zksb%`mhhufx!xyd)R%2HOQwlavM4i&v#wnN@gscd_GJ_E>BCw z_VI}uL>-S1S}PKQ3={HbC;wNUQ~N|56o4~nXP2{uM{4c3EifU54XMrU7$kFc$dusN zDL8-+Y@bBR1A)_X-?|&3J;qhhuU!?xUCv75s`wAataVlN8&}0}mve|+5my>l z#V5&CkxVqeLen#iX_hs%V8a2hq)rd&XerTTxXx`~kXpF^%zC;s?~ zqsbppH1GLfNuJYBH31Lu{L^vS$Jc|ZKd+sim@nXH&^rjG? zBp*Z+4;vIJe3-}d1EtMy^uhY@kMn!LtkSWrqi#YBx=hKMqGkCQd&Rwny%is3SGji& zRhg}+Pc-$>Y_~H#+`}gX?9|31XJ$F~5j^}`o(h{9w>b}!SCP9U-;Jc;`>ZeU19bR6 z&MMnsR(JJR9NKWs9#-xTIs0{V_>l4sG1t7u1}ouwsOtf$vH@gKzW!gUt|yqwLw)h< zR~+3XE{CLg!RXNWo(x+kpEd-!^5J0utD-*t$5$K^I_~QW_6H5|fqBBB;n7yn{&_ZF zUi7ekh}k%LvHke-;~s|+Hc|sjptQab-RN*$f0=`AATA$c&&G$9OQrAT+hD$dD{A7;r1VVdlrnRVx>lqD_U#53}NlpHCxSNVxBHC|0!j`7*fa__T(%Uc47_5!-E zzjfvhK?D@xm=n_RfaQP~K^EW<-!Q}T-}otFh8Mo^e;H=bScSUvVxtdLDz}gO)th=; zzPZQ6+xU27W&l6qH_!OGi@|9okFUGKlgB=K=^H;)Po5XQ@l$^@dESc2la5Rtfyu-1 ztgWRu_+DI!Z;e@skML4_*eu0Q@@?yq;7O36gQfS69sRN2{X<@Rp-y$|+S?ggdw*bb z^*eUzaaur*pSpGz>(5m6rXEk;+~fY6d)$3=yVy^7 zT;U19Mu_90 z_DrRFDb_R7j?R@okG5uoud6Zoc z<4}M4Prl~pX$o#_F8*_g^*_}A7*BSsrO90U7ZMhvQ2(P>zvk#pV?i3#wBw|C=I3P^ zC8RR9!%JWA^x3Od>XhC7`oHe_)}eO5!uJ3VVQqFfhDNxJPc@&ccw{am>nCpyu6xW< zQ62k;gX>wG#&2^T0PF&CAXA_fg_f)s?wmDoBNQhP@+ks*9dQ&bxirFQE}7+WB@iD; zwozjoP=5ZqVw3eR2~Dg7Pd=Z8lGx?Ua{7WupZmiv*_`G2=ufB^=lojkT~YZ{rcHkS zi_&=LM|BDpblYUPvu1ZHnjP|IqN0{jH!?-mt_$*=6fkjr>W9PtChm*EAoq_kWm6=Q z&m;&Kq21DpGfk%@9QhgkfkeCmP+i0xTo8=Id|qf-bj&&ssQ`v1j>=vC2_^Ima!Wt^ z!evJ*@N$sS>D0Zw)O(XJB?l^pyqjTtM*2e4!7}i)&R41uX}dXZj0?H{y0eo1QH1=n z+jonPK1P0!30x8pB8KB+fYgzzxk{>S&iipP)S=j~Hb8#db)_T7W*k%&RaI@}TT#?iSa?#_HM^UEx$pbgl zw|@V!VM|Ff4$!c)G^99>5Q+Aw3ZDVXVc9%KSlmR$6NZe(aq@eXyk?FIUYt7lUIQG> z*!YC%q&(2+tk~fm7nB+Zet$0qMbJ2ZBj}8L`j+H5!LGC_pbYQ&XhmzZT#^@snKBZ; zp5(Li(j15O_hvrBL=UD47|BMQ3b0U58 zJ&bNLp0ku?ELsH)=L_JDEsRXAihzP10WXamZ_0{Vz;Ia|Xf^@lu;neoX~4A!RH~1^ zVA`)eo$~P{Gnz_@h`_pClzgaNLQ$3|To!+uGNGO49Z z{-}u}aPOWXOASTRnj-fzMV10|6$4*N~%u&kz|bs=~5_}zW#-l zcw6(n%+)t8QI}V3myQ2^Eo)i5UpoRIew6=gM?3ky3X5b-{RR-s_@OhYMqrfIUKfgC4#T9{lh_&oK6%e*=Ac6&RJKc1SWUqavidE$(zqi&M6jw9^^ebUVNR{OOBxL{7+&XvUzmXI{ z%HDL7Wn!2MCN07KCw8dzQP2vuU=ruR1h+(R+8za4a{a2ynn4-o9}iLGtO?}7_l3H8 z+SFNg4X~mRo58C_P~h>oFZ{}x@J6l>S8j&!||HxD5_>{m6Fho^@%Uq znd(qw)&W4al4<$LxY#cCgZX!a8sJ+oUW@Jc(M*mJ+wqW)^7D^Gz<(X>e=Vp2mQr33 zvx`rVG+biG*vF2}4sW=2ctt(DQ8T>zNwBrLzX8?ap@D#kpf6eZRxe+or9aXNc0*R2 zDDFtv8KOnJh8D?qfgO!o!crzhWK|@)4Iom8h7@FPwXEo3ogh{mWtV6J&UDw~%y^iM zpindde|DjwjTGb9D8?k+NjvT|ig92R<6xX(9J4ic zykZQxAM^EnE9~~S>XQL%uol>L1MQhrPiRlI_B?5{=eJsOj#`>?^pqd0H9X!MLh9rMu0Ev?OU5 z=xl!mSoNm}%>I!K1|?^zn8J!V;JkX%2}PI`0e18o>$mr=+g^1>mD|V0DYx%sH&N1l zd}><1t=LX!ro0B*jJo!I`(^*77xEgI=1)S z)3KplUL>3S*&mdX3?s8D50(Mt+w~c@Ngk%73(DXcQbvXbHr||J7+|r3$e@8U#1i5T zX@F+e_hg?flOL5=r3#<>aJdOc2ej5~dbT8IbxP@u#fhBW=UI~rwg0pV^?fVa*$4D5 zNyjP&>?%E}Iz?!}AyOOUAENykr;Bk^#u;+4WISR_tKmVeDXk+MQ@E3KH2hjF7#Hu9 z9lk??PzJY9LZyzD`?(f`qaUftE++(WRF~)!st&Zuqd2EaO_tRoloutlMv;&VG?NLP zz0#T?ov!OfzT4K11o%bp`Y$xV+z7`g|MjF0$q=fE2LnN}BrnRchtKEb-ptqMe&MnS zNfO(fN$u{Pr#Kx=PSq3+Frgwo0O_kp_4m&g1BNb|#1pAGNGhgOTuhrx3R9$D=4t}R zVn-|e%u1yuRbNf32xa+1*P%>Aq`Kf0(?)rXN{UHxIGF0ye|p);{{(?l6sZbe0rIH! z${7UgQB(ktKyJU)G{;@^xci`-0r;R}G!ELtEizq~T6L9`Nh;w!SX>RCbnLWy{qBA-?#ZgX~7AibkhASD6UosUQT9$Va(4kTc z%vD(e$pv3u0><9t6MS;sjfD(cFZ2f;intW|o8S7Pk!-FSJeo})V@sqa6(eW}SWDu8E?pfhez!#!Mtww9vn(sY?1Xb|XHT?~1dqDnv@BZ36? zWt>6>nX^-s!JXc|aaKRY8zwqPt|@;P;f@ejhpISQ`ngS<$#2M6@0tFE_*Fdx_g`ufr*FV{5f zKbp;3Lg>!EY(CvgmEt81y=30hYpZmtQrJqxefKTgN7d+ypRBi9b(7{3OH!Tf%QmHp zc8fvbW=%_lZRs}W#wXrg00p;?6%m{5Y$3fbQT;vHW;JQ=*pqFp>sNh!weF9gKyT9> zx^-VRXDD-Tuiew4#Qvr`sG1;sTw)2+8uaXrE!msRat(du=C9E8Y$n}gOMZt-raAwD z3*zs|=BUpIsn)BK73~|JxQu0rohbrt|DJ4)8aSP_dYAK%&Du^DqGtGTz4`>TG@FGk zLc=CjvMEYxvL~Avs(XlX&~gO7ZZOnmgdPe+I&mNWl>0b9L%HNSm-N%AHsAEy{pb$8 zYfm--V0zcK!fjp2n>YOe;bmq$RK+F#%B7NSI+2W@B`SfEw3qIn!94MsEsk!uzjbSt z=FI$O?5#APv0`;e43u4x3Itq()PDL%rRCFQNK1fmrIECS!w!|#+X!|#iVULwTa} z+4{aGO5{q>zo^_^QP+nw!Mx_ zN3xI};3beuS$ne7$bTFpgq*R%3V+pUE%Prm%e>VM>t)_7+6GJzo$zYfvC+=Fv&_)z z?nu?wxoX2ONv#Ehh>M3O9t9_cd?c1pds+ADSbYOJldJlB3juMjL>8bs^&y)3+-~)A zNDb#5+aW#7FwBh?Ylg?K3q!xIw|=Gio4;634RZj=;+3(^*3&sC%Nxj{PyDKVo}nqG z(e7y#F%quvA_<1hPRULopj=#sifV82NjJPE>me+9*ix9QE+IVV+yAuQNkNY+diSWe z&DMHb+~{o_gxc2Ktim}^ks9ouFD6;xoEg#SX75_3^Z%Oabd$ACH*?oI-Q)&3ovDS6 zInq(RZas~zyH=y?epfZR0W`Y7#v0uK#GM(Z(G7+)x&bu0nK2sO0K7YBYjmc{u^Qdr zjcarRs8%zhs?}gvqZ>e@n;EOo4c6#UGk2rW-Ql$@jc(A==w>$3=r(SN(dcH>U__(i zlC>J$02_yeX>?Ibql<<#y1v!uX5Rvh zuFp|3hQ%_g-DaIYHO02VCml*bjYarb*t-?#ct0Zs8B+>aDo3B;M87^e2Jq)qsl){|;mFT?X!jR> z_47Bq5AR<6wXdFiULGM>+~D&N9V9$}i%Yj zrW$z(j5$-UNeNzX!X?48o2B2kO~PwjHh8IJ0`mTxN`6#2$G$UytEc|cb$8XIu*N`f z$%j9Lo5Yx#TDKGh30_KS{b9~bZ6givj-tS6CHYiRlTkg@XzF_xcs0`h0FpaCV3HKb z!%OnT-+3P(ivzf{4O0Rnpw*DPSc2z@VuUQwC|M}=x8Smh8yl^qPT5eWY^YPJVzqn+ zQ>Fwvx2e)xG?ysF_jqcc&Z1;e(IG0IkwNVwI8H%qr9GVpOS!sX@4nX+_vv9m+l)a5xvXF`z`G#Y$D? zb^$9Xdw_vTiRhjPt}pvlu9E$Ss**zVA~mre31RjlfHgq(151UT$+@!6K)QFExzV8k zBv%!hh3p4G4Fa8z>Vgq|ll{={P&v1ck4u*JX0fR$qcakg>n4S~kLBYs3O|QT;`1A165lZ6H@2I^K_-XW1;KgL<>7J&G&%ri zbkqWkW{#=FO<-}OgVu$iME1pzvapHl%Y^0?74KHZ>nqW^SJJgtNCuU=)o~I&IZwAE zJl*O%0T3e;)iBhM(l&%=Bx)FXv}~ZxQ?Qg|X6#g|cozJ``C-9NDM*$OmYpba6@DJb z-=8mohs!~hsZefW)OT~Ex})NzpDga7$LY?pWxGXP4Er`z-H1_7XebVh~33z{I{$fk7ezN zyC?YOVxcDZW=ik?UbX~ZXcPPn9R9L=TRD6Kf=}Hw!AasS7=p_R1n;T^{68>Xk|^S( zYn0%k@m<(N0YuHz5Bpxocd}0 zpaBwB^OfGNcq8nn@W({N3C6s%w^kiYhm=JKkoNE2hjzJXNW0v8ryK5ALwavF47FIz z6V&wW&(-qPh!@dv1DEjDN z7d&W0Q=`jv!E}8vVV^7|eU;+B-4zM5D`Hc}k%~l|(I-1&6t)N-3CY@m4h`4J*#r2q z{~+z$^-=6d=FL`@PX)Tt5rhgaRGtx71{PdinV^z)nkLZ?L2?Xt61%AQ5sJx;Rjf~(ueVDEO+)`M8y=+o;a!fSw-pfwdQEow@kM1QC;L)epM=#+DFpc5syx}%Z zJ2Wd^va`YxA|{_cD*|BZOxSA^+pbG}J9MLoEee0Fs zRz&s8tI+1>IERD73xbhj2szi}z*K}I64MVgzr$5`Fegg(xGg&>fbV=rzVi`H*KN+@ z1=*2n7kaZ?BC>`p-af_kbXADge}F$8R+J5-yUlq;7Cjx4KWv71nq%162r8vs#1Nm_SVi-P!$8T z{efZhZTKrh0@ViORy>9GK2^FWKIHDxDXIrx;Ct;$(|o6M>iYhjy) zKg?kR2NbZ=PN1gX$3IzneyiEN8F@JOkz>7YFZb#Ae3mhT`qVUxMTFZBLDf&xKy3n5 zCe$Vn5Ba&Yzd!4!RR2R0_(0~Amz=7YRUtBF6`L?bSviLTBv(gI7ZWJpF?BgAC@@lf zg4_;cK8Nk~UUdiB%x5>%f+t3ySU5&?hUP!ZEN73mYdH{NYO z))~UPp0jTIw{V4W3E!~aKw$mqd2725)Rew`zVTC^0yM9u-DUZp^7L!ZA|z&~@^-sG za`E&R96ERa%ExoZcDNr@p8g^gmGjEeFFREFe#|xH=?Cc7;}q3;&8e16rdoaSyp5;< zTc`;&p)Xlp)jsj=#kvb75}}DaAd)~mj1H*?^Xi6F@!ok_hlzG&M1*BSbQzibXCFUAC!6H}m^AY$K12zrJBQ$c zj5$A`pm}m)*Oxxh(W@WpsA&FBIe}@zz$vj_T{@&D=+=48={liTuR7F*IfR5gwW4AZ zyV<9yTSjmbr@2fMRP{;Wr8O2@Pj>q*i6j-PO=>p(v>?qM%cC((lN|d%!4(#fsV%7m z7iP)BC`CX3ovdvKyj2KEx?P1^-Nzt(;duWT+~mPCp_)h1rEshJI9&_3$_Fv{RQ@1~ znSkqhKftl*>Gu3x18<0B8%Wr_pX_ zhvN_w80WdQqCe2FvDp&qp@bI$Z>y_zxI3Y-Ey)*T8R!QaMsb+0$VmY6oYM?BHrLZb zoRmDEcn=5)%JK9d?QtAYMtb(?T@EEo*ZI@C9GAXDPw#Rhee(|OasUvWD zNdd(hr?ou9Y1XHCP-8W%-9sjRBO(hhy)kOPF&h8IX}oc|e&aOWm@Zp56nJ(yYFbSk zEGJNxppl%==l)FE)7$lC*0%a4)C{F&F#;EW-=Jv514&C z8Dd7`V&bKtW%833+Dsm`md7c?C>n3NhyZ1cH(iW<2nIAV{&U<0KJ1O)b~Hiav+R>L zH;04%4I0)rE_HR=g1c#(r{*a60At0Wooa@|&G%$p^EQG+qzz5n$b=$J{qgUJn|G`U zV|4V5=d5-!r=phELl;B0{}u;J*oDq&$XiG+xaz( z2*z}=(4$;S)a*|@js~898`B(C`#FR{Vbg+e@(C@UUUp&ww(|kpy)56)=n+4SIkhYw zS8z@uH8B520*mkCe2QbYSlT^I5%%STo~+8b3gszWW$@*kppOsI-{S&*kCXxZ+DU)k zO@H4@f8S4kPYXgJ0Ei-Xj%9q9GPEA|52yeK?mvFuP`QagKVyC03O0KY%nd{PJ7$E4 z@etTECxVYg$YEd+@B0Goh2kjt5Nb;d-libTigBI!l3uFvD{w{vW$tGcXbE75NZ&(F zKq^u5&yr_ZsOHH#q^~COeKODj-z` za2Gr$HZvt$l272$d-n7GoukMl zir!ny;qsH57>t`|a1!_j0fB@B1TysqEdf&pSwEjr@j*^G*RAwXHTRr~p8Ie)|16K! z{Qe9E{QRlJfHdWw^BZ_3fnDc-GaM0XXi>~@)bZZTAqXSA6Fg!@%S=op2V*vl03gz( z>5XPFK-BZj#PS25)oYeD&sXtu`Cq;U#=0UR69LJxdJLu`CT2qvx zLM*{#STK7P2=1vvw0Ve^vecnRplJed*-&fK9;OBrkYhKJ(oJ8t1fTyKBy+DW%)tN??duaH1YtSCyaDFAu4?amW@vY*3cG_AdVqV zV7nZ!J%=kh1sqw}Z-V?LV({mZ5y?0)A{k>V86~Mge5f{oIf0~%b3jRU6MP~^6yR29 zTR^KsxK%1_Yf-;qm>9HOFIjA2vMxSuWZnF;T~|1gHTn0Ct_FaYC?qcmQbm~UGSSat z7?`2TbF{y}zJ*O^%N?SB3Gz3zUm=gpg$H}i(l?G{82 zWH81iTnv`WiqTU7Kp0{HQv8Qv>JR?GlvzC}7eP%is01QLA|OK!H;Z@?8}>34c!QW& zFKJ_KR4r|zys!n@l*1&*hW64n<7Kv(EGwb2*fpJnZHNfJ@7(_J-n;>Z6m3zVN|=7P zZ{MHioO|xQ=X{5z<}Ji2ywCD0t-x%6xPXW_Q+u-8wx}xS8xkumyIq9Iz0dl)K$xY0 zN@XMOAP;TY0}GK19g0aDdGkox%bJL9+RWvLhaaB#0c*OfVSczd?;qrcgCCChfvD)2 zGCy$FXb#uy?54fHy0i4C;f}Q5skh&e_6LGsVWqZ^aAkT*bIp1Q&0NZUR&nKXP*4xwP{td`BNRU{^*bh-9U#DLh<)*)kM>3-zK>lv?#t~<;kEDa+~3nU zEXK4(=r-3MFS87!{e>1IbxMMEvdgVJ4OSR&*2!LIS;NB5Cn{?V$V}?-%)gY1>T6>-Mr*MD*SVtOW^MHxJ9>2dsgF3hPT$ zFaV}YMGxjO*tL32I=Su|KxZd=*2#5H{yOXARMbq&j9u!cs?~f0yk+lF@8EB=OTCT1 zon7iJC7It;wE=it5xmJ>+ofK?BN5nexNPrI*YJVX_K&XaQddo(SD5Jm>(`ZlmtSZt zt6NI?^Qsa+@#h-S&Fd!b-*3oR{JxUG_&p_~@fyp>5P13=9&V|e@%l_$&=`}+_=AhE zq@qKbk_`q{-@PVMxd-A{J(}9tZHMTqyp-zfQOZ-E$Nzh^zuqRl$Ny8bF2ov9<_QBSgL%2!U8)ESzCT+RiF%XOXs4r7aa{x=PbU+Mr4!Jo=?(nPA2V%S$;< zbU%21XL7z#NF0F`-zmsZ=ZGFm$zQiQ(0&-y)u1&f%LWYF`?%o44nkm2a%o43Ac#V@q2;A1?j zX7n(2IPz%l-pr=LsS>+Da+eWS#{V_Dj*eZE$guu?#{4M9T+t)8xEZSkU)2Y{vDLv> zOKABs56-YU+{c%kepshb=)yEa}o z)h2iH&XRf;qvRGxGWG~tTvu{I?`?PdWC}d+Dstmw-Q&r+YkO_wJ3*6e@oVRJp792R z?Y*;>7<3;ybgEZ8<8fh5;u%vE!gMhoIFze_4#1hXsR&lr^wdiG^z%=?xYGW*o?5xx zeC8xh*y}T?r^aTo`Mofc!AK`sqJdAv>rTBV-uFUJ+J*}2y|L?EkwvQ5Cn)%Is=ZOu zMEw3Z_YX1($4DSwF`Oc)V)LQIRH`9VYsrzmqj|~sA~oDI`f2Us%Km&~bZ}&0tqqW0 zX)GV#vG8TCi*qViL?z0YhK00JlTa;J{UYI>6D3mi3Pb|*ktF%3Z_WU!z75`aZ?a8k2M9RWS#vSw(1GHcj@GcHCYEkhj zMNVRD$=kQ8w{LHJd!u@5RG7?Xe6D8vY?~HHFf}kX`nH@8a_h?zQ8)fOZBx)g~Ey`<6lDobuhXxS!K;y!fqM0WdY^xXJ_xuo0n06>2X}O%zWyPV7=z z4sRb!75?16pXvAK*`>d8&5ED*u%svhUhp7t?AD4JvyT%uU;8Uf)NC)Q9k^>!*=Gnb zp1u0h*R1#)PeMP!y1ZqXSW}x-)b@SZXOQ?sAZo1fj9_QlJeanIytP!iH6-Y3cI%vJ z)t0^p#LGpSCTZU2m?>4&NjXNi3GaV)5hRgq0}_L)Rs65qS{bgC(U5zKiZ)zg8~jz% zhQtaED_SYq?naHO?dZEV((GEJ-S2**U1@Yd$r$Z;y%`EC#$Rm)!h>$nWT$Gf<1ahD z?CTr#eg01T-Z`?LZ`Akq8o%|(KE6@k*T*?yf0o;NS4hJ#!;5yEX-c!43Df`A)huU} zVj;O)?Zq#)i#B=R{n_dDZR|tC8c-f|f5N*3hT4>9ZmMyepN_SMh^+*eC znbO7TcRbQU!tac|^OmiJ@N7ey%gKTy;mCdd(cQ>-xrEGRYHai>F z0cU(2_~`1IunssQ>ws5Db?;#64-?pQy4oKm?k4NN9li+0g<&aF>a6aJX#8oz`Z{)yIl00U}wbXLYtz-xErt z`e>9$e@wCa0K(&=tLv`9!>>eve=u!A6d*oeb8{u~4qw!jNPkRxsG9hIk$s)AH{;5> z66t*Rxw2@x8#U`(xdkQiyUmrZX}O$TRMCPyBlj>GkulrK$brC*aT_D3UMT7Ql5rS+lZORJI=t%GSB z(xL@uzRl&!9lof`m)0HR3w+S(JWBb3AP@e>U%tTLE%K|j!{APR+&8HO<7vOPQ}|d3 zKYOz91GLh0OPr|RDLCY#dHQd*+p{=%yDD+-8L!AG&P2rmrV3f}0TCOO3E7;}a!mrd za2IXeXFbS(E-l1qQE+U~7Coxl#XWFnP6`po#+*a;_ZAVl7^BH8gCwXs~p)k2<$(2}ipXH}TxH1QJ@jgwa)KQ6tLpN=oZrbz_)h$|k^HyxpY=jm8 z&iimQM_67=*P_^6m2Pgd3JedRcS;~m8UN@qcG3);220IwhHrfa`?QkHvTBRA(2dF# zI_d#s*THEx?B>K$c3=X*dIp~YkGfsOiwg_S^3+4*H@cJC68SBn%VfS}G4hfl^yg&8 zFbDm{dHbxHskFPKuBas5`h2xEo39Xl+#BYrvo`{~mU!H!Qyb)M9O1)Jq^B@j zVW1-&ZaQ02;oMed3&BuT)uKPq7Adrtw+taY17Q9W%R)_CSsh95Dn`N z!#@*bCx4aE-7fspx zeA|G{d}Bi7+ehn>Z$adUdV9$hJ`5Yhp{vx)ZUu&a$xGIAt< zqO%HFAOr+wLrVhiH6X@JIb5^rWknN0KstppS04r|3t~HlX%<}z88*GiK!Q!(K(OJK?jMA?v$&8N65qJU2H@RD zqAD_2 z5CkGo>n`isFCvP=6@$J62$(0Ht#d*ykWB;4x5|WJtVIx?!^~ugRVr4=2;!cR;-QG2 zdIWKi-QLCs;+{khKW!q2KWk5xBd2SEe6A4Wr|lxXXB9#Gw21RoU7Saxwr3&EbxV45 zH?kF2dau+d$N+?U62Trw5NnL}#@NQA(MAlZVw*vb;W7a3?s_QB1~1mcNw*49OYY%| zZavbbH+i)iBEM3K+%X<0 zRUx<1j5dZ(9|?m!Sy}P!uB>!w%1ZkV%8I=OWu^UHS5{gRq`_U63)nvB)}(;;A6(Cz zFiO=*R4|QnM>wGgQoj3AR9lkf8Fj4)$gS!Dxk=lNLxyhbk$~J@LEA*CP(?uQ@o9=H z@;33f`^bj_0|k6Tx|!;ES@xP$NNlUVMm0=GY||pOl@@JmieELQQF2-+t?}!vk(Gvi z0M)ruMUVSU-0e-*-6~wW5#(OAj(R1Nxv=sfqi8P)!iLz=jMZUpp$@F1^M?LwE9ty& zLol|Ix&e2CRSvoa@>^_bk2*etkm zJYe5v#gmbk?s{Blp{yo>G2~FFaC|l=p>o2-nA%)31`(GRowx`d)&ykS6~)hnd2#Yd zU1EMPkSjnB7l4U`Gn^pl?Tm;-1pCex; zCy>dBWOCfm$!XOm$CWXUWOAarPEI6~6Ky^@RN7h-=H)h&-T{+alI`tIr z3h%<97PD@dLubY~)EeVZZv%%;Xi3ST;W&qS#S~i~fI~YBPPK80JCiuHdp8c94<^si zRKcN~oN*4dDh~DT%Au1dX99 z*QBeP*$#vXV(8>4{0Wnuv%wF95Ydx#IFSxK+OPs*uq_^buelJl9w{al9QCA zjcCyb#{l=lz(8$Vy1g%rcwEbaY~CsEeK-=gV>a>nFTPyH z1%NNz)#5j&??y=(uI^>me)i?sEplBXc{P#r9f&#(2Zo59*V;~Cj?_3{qRrMwgOD)U z)1dN8WgAOzcpBB9&~5~^31P>qQasy8B`%D_fOPBq8mlp2v!?uV39Qyb)zNGY3ADz5Xr z3cH&Nt!Sgr+AzO$DQ1;Y><~4(k{NwiafCScR4ewfic#sPkefC_?f|`;>qLGRmZ+pk zAruipg)t-OhN`_`0&nE+NKQ`ae#K}b9SaK5yDXw`gvK;X$QBa6s~bhc z=Gr$r>)R+#3l!yjj6mYACRUwrQ}2VzQ*P+J&E=^j$NJ;))T+r-e@pVz*;Jmocaf(M zR62+CTz8{%vpyQ>_OG_7Z4xbIy}`pUIsdxPYVm;3t)cFnR%5Vxr&X?Dt^}|#+*dVm z{wcV74dCv%26wLk+&$Oe?lqtex(0Wz0o*;;;O;emyXP9*y++1MSi#+MiM!X}5i6{( zM{)OBxoKPtckjntbJbkWrLtG75p==dQMe}LJxy~fp`u|e<`ZcW7g(^Lc{oz|vj$9v zCQj=#cT`7H`$tz(m$8A;)>_)gZ0)XPHh#JX5M5Hccu#sE%dZgVjvz%?8$$6Q_baz_ z_r+yrfct_Aw~CM)my0KK;Wbq_d{uXTSWj?~1N-*(Ydi5dA;vXgD&m!xz5}8VS4s)s zA$fTy0E4(nGXR60b|aO+dJVyPogjOyY{gr}Qvo#CNFq!yu8~4U0}m6qWHLa50K-XL zF^9CYOQ1nl!#J$qh8A(o6IZvhU--RW_&w{OIoxxJZP;Z@u>#w$quWVbRN37N z1h+OS!^bB8^y(Z<0^Q}_y`4RsXO2X?KMo|^ZsIz7v|A$df!daGK{3R=?21VnZ}1vJVW5cUFunb(s-IEjSpCF z;x6<1mepnahP9xQ(~*n#+uNls;P3PS4_JUi!{OI80yMH)#A<9BtVXq6y`q-Y zE4UJQ-OURCOlw(PcP9!JzvEc8nJzyi=8juMZ&KAXsoMO^WL7d;&QBlV6N>qn0n5>W zz0Ph8jNMFT>4t=t*E6|X)yyOf?bC*AE_0IsAl0w}QJ}_;FSnHr|?4kVILh%vsq;9Zsq(Fx5Gx zz_6;y6zK%n>Ax)GALjM)?JB-hGrLy)0z8NU=+crpQy7hxMOo>#5|tPLoVA>LJ7LDd!+?_j6_k--*Ul#q)xO-4A;T-833YUwy;hFcz2L1WeJ}0x+!6xVHumnUk><+ikAxr8pDu2TKdo&Y zAD~@Yy-b^Jf*Bx{Tm5MgT7tl07hnX$07796kZ!mb5@r&WI!9HL^WDs10}jFu@N~a5hJS`MTr8_G&%^h z3b_Gh?C(ut%sX2*Ol z2o?5C_mWU;5bC|!CZS4PM<}RPI(;azoIQF<#~jd}LEbjze;kHh89}L!!v&G9)Wj2q6ugT;0Xa3@Rj!5Mb%Y3P6O703lDp)a8DVp!a@u`M;=+gX&D>>TY(e zd?!M!husRLMQVdnDL}-Wik?!smmow;;_4WCwpdT|WMMjqL7~$eP++6KR&tR!Z!_X6Y#YyfMecPq9WX?a{Q1s?V#b~%@B#TrttJ612WU>o(i zsMn6rE>_Qt2aC1I4vi6ZpnQ=M;KyN?Ef*%Rg{|C?azwg>$)^IHqJOFW6v82fx{vrP zeFXJ&Okjd$_HL;#z##dpQh}A_UF>S%R^(#U?vVIxh(X;LF=BMZ*p9i(JSH|*misIV z!AEf{hj=`;Zmg#6!;#7?y?`3uE1gNOfV@|VAD$1qTfVK)15|maD~^O?K$K~)A6D36 z4=-xGD>4^KR)jTMFhXB@uV&_F&I`+i9TX72yH+*WysEvCYow5$oxDBTp9{B3zZ~}d zZ1GzYvYMfp8#=%_rX0W!1C>k<6?P!3$6BwuvbU7C&e+@6T%$hmE#%ou?d|JsfrFhI zfin8_8`S7P%=6UU1Q~3O`kZ1F<`g`ZunMwf75s$^>bcFShAVblY=rkPUi zlqK<*4NATEe2Cz;^pSGS_8`D^!BlbHRB>@b6&F5W6-`scc~ixOqKdPois#BI!Xr|} zxvf+Y9x1EvO%-QN73WYz_C_764(BCrjDXcahO9T}4azY-`CcVS{p{?>uM6*$ria?g zF4VZ&%Px=nx>o!;^Jz76!o@+;b$d1Sw%x(&lg41UIIs^&L>`=eUx)ytNehfMW0Cbj z1lvuoI-l9@SS#uj{`w~m%f9v%7x5-w`vE61cyzyR=h}(?9f3_BO`Gr&MXW+^Nj(Pe zufw{@uvHKw9u8mVO7O-_IAE;X+Qa$nvq<^`oh>|g(8Af`s?D48tJo2q#`|?U&)&NE z%`#BwMLRcmLchgZ@g{9;etezvR)fTb&qFyK&K)PhnJ^K8Cu^p{s!hdJ+sp+dPi?sTjg1MVF@9ph zwX(^@xs8+~^5Sucwe=VrbvZMGJZ)2aCN$8cYQNN1h^ohmar(l3J!T|{lep0kN5 z3p+vfzx~-YE1S-4{8?e!=xrDhS9*?<>o6#IC>`OVhH1aOq^|bx@3kH*6^lzdbiBix zy3}0M`Siq132xg@+dR@vai1r)Bui?&41s0eXT8=d+KyKzZ3ekuOmfa`i{~c?qX>)G z!6?ektTTem+do%$iQ3tvC{L#hHBAXM1wuMWPq(3WOlyU>6@A?WKPE$=M1<1>ZO&qI zPI^oi3yMtdIhlMyw-~c}F!4T2THDlv12XWZ?POkNY^3?{pG<>;(JUeg;g6?h;mp9C zYm)H^1V`GXj%W{IY#$Sm@+cX?21D3}{ihg_8j~N!{}JkZ!A=&WDHrWDWY8Rm*j*pf zOE$t@K8HrNY53hnLl6OZnzM`coHK9F;%`U`Up5Is3@2p}R(iq6IYl8i0|R85SQJzcl+_{Y$Mt9Ck|uRXjb=XCo}6zV2o!3#__+dL@ZsUe-jdCg7+yc5HZ zSM1bguzIXRFB!25ftS7gClI?AA$DC6hZwBv#-A9mn!R+sI5D-8CJJ0Y(|dvG0&C~Q z-vc=$`iOMLDrjH#%H?3)F4qH4K>S8?K?Hmyoo9mV*`F`YCdS@P8_9jzUIxyX6oO!f zB#6UdFUVg1x$;}g!38ts?5sHXv9oF!&L*C5^7FC_;?VaBZ#zxebM}UHryQWt$*bRuWMa7f4%_ ziMGf@dxK2mam@s&Xl)`D7bZ!??j58eB<5iBjO;s;j$M(CU6D2)ophYrqI5hg;_rty z$j0tnWaEO7jdLG?Y>Wdv3)$E&WMgy}+1RaQWAi(ejncP^MuS9jJB$RJ>6#=qzcv`n z4>TAaj?su9 zcqOVIlM#57I`*S`qh6t69~sxMAKQY0J+rBTJu{|Y!*eo#kh!G9mV$~fym-g8x(8)k zcPCtLtHG-cT{UpQ*uWJ!TB&N+hHhzNT|1<%rNpLfJH6_-$iZE8Jo7fmtfgTdU7(vr zJor-6$5#2?xta34vr@kAH_G?SM&)~aRex@atNL>jR`m(H$-ll;U7CN@H2-AP{B_g( zXY0*3EAZpB)?bvQN41%c+M2wf@zqMa`O;i!6$_(U#cW-xz|}dLV{IhL&k70dNo?vB zcU*EUS#m8I%QN-ezl`O&8OyRuuM}e`<92v!!)9jqQhnC%q|8)+4WsHNne4DcA!TR3 zG%lllcndPh*;Gb3yfqWI`@hn0dv1&L_MH7;2aZUDuEcggJFmkHFgW)qr+dPFS{?tC zmEEvc(_kA+>)NoR2ulB!%EjBILdIZ#hRR@>*N%V2E-y|dg%*%N#yFl!+9p)ATbQ(n z&eG=fONfx2<&}O*0}iTP3)iWgq@|;zjr%Sh6$7Lv=`y=yi{V-tV+ps@r!<$6RRdfKeh(#S>=^w!CWS7#}AnA^FhQ88pQ4+uQOz;AdHs~bE z`gt<-S&RSO_@~J*vuQ~Jb#odZX%1X}rV+L~ZR3EV4`J;m9X*w_bt|1=j=t{bwgg0^ zEKg(Ii2oct>*O!}cj=-Y>P0<#ERBcBP`7kX$HSzjr*#((-J)OgRcZmT3+9VRo6*^54+mY_F?Q!Pwez}b^;1+F`+J(V}qg#c+ zhNEMk|IJ{Y#JHx#nN?Pcd7sj4po*&*6NFFWz&94FH4y^&a*hq-PSeF;Hx zZ9#G*EMA}2+2**v3q84^Icz;07lpQUwd$0KQ>mxKKr zhC!Y^_snlv@jv&FxR^wM@oC8rLS1-hnSA2s3_UHqMSDRm2f;f@h`9^`F;eTAQdmP0 zLT=<&9(@*dT*j}S4zpXu zI}#?53?QIR{`plYApYe@?J1xsT7py|;%F^xm%`e(<8X_F2oibSqa1fdjtlkj#bfC-h(aBUIe1r3;k=(>EEdZR zh}NTUm^1>oZPo@qZBekb=_6@`8kZDey%jU$3XB|<3ZV+-&oK@&dujYJQ(iCqB2lVyqK6AI<)l=D(X9{wk)%{hBT^mpPV4ER!7naDez8RucMMQlw z&lHn}hz7_zrw0`gO+|JMu%)#(Qn0xj;|b^PJRyb;AQF+*=rHA))RWmshuAM55DL*_ zSg=7MO=v-^FHdH~N~OHMOJhyNM=)QG5jD{c%n}5fgq=t7_)i@n`ZShYG=zh{VB(O? z*n4B{2-@tyO28HrkE<5snh3oe#YQs7c4Li_)NRF zkVp;7R4jHc*~`uVLw?mRO^qF}0BY`H-53CcxQk^eGJDQ0AcXtnkHy^VLGfc-uBXc% zJ96EVPC#iAvg+#q+FT4@7h(^BpTtzdg{6fMs+%YC=5dfGbNJlZ1I>k6Vw+hD8XQJ3vafGsM39jHqWbh zm`BcvUeg9;8|}5N9RZDvwF4I<-Pa7)Ez~fp5nN5_NXL2F#-WFd{_bK{+t{E>+Rg&m zxQzn~Nn5JYbdjd3v_X+JsM6vhEw0l1BF!(;jEX}M{~)}urooca6jO7w2``6ACV*vJ zWErL6FyIa+0KoOLwrJU>&2NBWp^l4oy0GjVgVMcSEiF6eZN2b(+O9E0NC`Q!-&mN4 zKDGo}pU;*m>PM;uRnMCdaEjCcsCwRvL75uE-fF%&aw+vZN6%MBE`grs(?e>H?tx=N zQ5M2n_cA+kvz;Uyo!ILtTL25rxVXea$fxAA>R6^2cJuGBFsVU;fxpSHgN& zZF=Ag8H^y1YG>H0B+_2wQLlC~8?@KnOD6z0uH0w+_SZ5PyS6jy2dryf%l@{7J~&Y8 zsNF5f0DC}$zpnuh+DdH3aXsOE)-SaZ4HAF7d}(J+P33`-sb^qUs8#%H#@a4eQhsDc zS=7*1p!uBlg$euI)FK^wTIi11j7f5tbW8`>6<;NmnrsBJH@^0p7WV>X;SvSY)Nt9( zR)$~{S}rznBRzb<#5(1w$k5E`;!I1B-VbKbrN zvri>mXHO~Km5$90F6OeYr*Y=2`#Ow2HOkH9O47RI* zAg2f0)kDig-0q#)(o?(C4)M-e61@6tVmYI=RqFEtcmtZb^(!3ueqOScq=A!YlApAl zQZ|deV)TJnETX6$#Xl>qD}$QinJtcG+le0a(3PIi86wu8qikoPGqmnd-M9`rg`%b~ zDjg_EE$$^sB`L1!=Obq#0TeD!di*muMQw4_;WiL2+EqOr*&B9hdU1AxCo{kDDK#Zd zY3J?L)ZS)gA@SPiDe9D!#QXiA$j1@|Ce;5C8e=NU^q98k21wX-}+X=13F7%CsdjbtWioW?&V zie2S~q!@+3F)l&tj_0Y03K-baFz9>T%Hu2a4E|C=O!F_M6np>xEF5cE;#gzD-s>!` z58JrWslYaYV4pc_x()NpFefw_lxaL%u=(flT!w_0iG1G8e?QBAf0+M1%74$&jcx&_8xM02=G`Q`>exES4jHdggyjMBuyCROB*kh)+4R~ zW^}nz@@NjHy;U0XV|-WXBchvmc0#Kcb?e2a)86yChfUCsAnjKCW!R74z|@L=oz^dh z4f2*Q$L>TqcD6+SIBVzeE3F_q_b1=9vhUY+_TS<*8Q|q-f9;wT|Fh-@Y$K`KMpt|p zhqRS_@@V4e;6BR-!O{ywda-6Ohz%vaYvJOeQKQ7;2nYaxIC#%d$u{^bHoj;H=3E1= zY)zPe9!(e>0|BW!vc0(*Z3-&mG0C8#AzU7D@Je4eIUN3g6su5!Ds5kZ6Q}(r(S8`i zA14+f@a(+`2$@^qV(W^C_h#H+ONqftTiFm+sF7|6Zse2DcU#%QzR1axZmkKr-IIxr zvsCG@;y(w6NfT{d%hsQ!3x#fCACI`RxETPNz4KId__R&05Kvq@T9XLH3c-2O> zu5vcRM(6Aj_Bh~nUW}(H;{e0$$8WpFycwLM+xaf_xE|$7;Ys*dK5GMD-Eg7c17ox3 zjzQnUmh;7B=U7F5P%6*<`ZX(CziQ}D+bgoxOw4ws%+|@C`;BW>{0}{fH=q$1fE4rNI!vP6!b{kzMOsShGcTwzh1yEjX}K0Wo3$&&7qiC@YRBMs}4 zWOMQ1ZxkQ)i1_G!0P&$eob=F}NDp5(ba%_rLsiTra$`UJqCO07`@-A)rd9p_j<-YM z?a=UcxOLthRJ=X-PI&v>U#;=>ViMMQ+xiZ9yDPjM8>Gd%@^<_|cv}gl=&ta#CA=Mf zWV{_dnOGl=x2-yFlc||ufdDb)oq942_er>rtugtB;&5vd4kyiRnZw9eCa0?c7 zb}_@k$A#9lfAgWW=}IC)n>Kc-CkX8VkQOt_B>4r}D^=s%+NIVAht*=BCSso>I1#Q0 zqS9+HGK@Vs6`@3na0Dls1vHbE1lVnXWXxE5fCI2nTt4G+4FR_z-AbBT;UW$Q76hhm zaSkkbi!Ylj2cB~wLkQRs0p^6bvwn}Xu(HMcXxrE{ZS?NeMsK8z48h)lv7&-x{ugc* zuVr6dck|4DDrvzCJ3Aqvrd)yu`D?oQBq-C>UeYowQ7uQ=d0SkLCYI%8Clc|OB0Q15 zroAVrdb5Wp>n@*}-H!QGe$_uGvh*?Fv}EtVwuS;%^yzC5-M`qrqgGz2+qHt;W)U~a zf-YADRhi!6>$7%|>9sA?R@(z?r9~gzUSbPHS;4>2s&~T2q0O82YN`mUJ;>wVa(P*c z|7AC=%*Tls6Cmrq~2bC#5kgFcW$mff-8yb z&W-g)k{Mz~p{@(9%v!OR9b~2W)@gqknejYG5E2i;U5LT5-MRGMo^%$~D?PL9oU=1a z&#b89%P3SU-RC*HLe7it?MdgBozwU!r~BG`I7izfX1L8E5<%3QzjN8g$lPsck}I*l`iPHQ|au=iBo!Z<@UG#^56aIfALRm zKYjd}mG$EL6VIfxht0KTq-X!L=QHOi-OY99Xxhu%wNfUP7h1{B5IdNRi z;=8?67Z&QJv464LP|qHY)JT!ZGz93ZURbfe{>+N?1a`rF5SNn0~=iJqA2r%Kici=Xq zDsM>*Bx*o}&AS)}tk}n4ERtE-gF4X7eM5+o{_{y&&*;GyBCnK{#F)=su_wsI>vl~r zzG5dc02Z@=a?r!=U(bwbHx!qhn4x3xbjmOp(}T>}aqqt_u1VK0>O0W*JZ@8;}D(&mpZy zKy|aazY>4rRN7ye`G)T6xfT75Jw>Gy^o2`npT=$F6uTVUhKN6^nj_ zoy?UuO@972Eh|}o85($HIb(vYatJ5 zL;m8*?ysLTL%kB?)7j%`A5v}R8+z8%#lmJ!rSr%!ulv#tX+nQRe`DpgeTq$*$5-KkPq7O;Q<7EA%BQkLE~O-&c@@j~?-TQc?~EAEediSO_YU&si}9>?R_p zW>)m+Q+no9I`ceE5NB5APmjz0ej)!a+OYT{FLVth&PvHAPU)FV<@`(`=R@5EM~fte za5Qp$x{~vOo;Gqmq?`xp807p6iV-qYR62|2rBRkWo-XKF(hBDI6e*|1!D)Y#gX`0;`)1zzdZ9>P(DN*8UeD=1 zC$6t&_2AU;bXKNEgD6h%90dQxB^fP9akHn=evx^hB%wJyBTZw8Wns0CXZd;gQfRPN zK&{3*6;u|3E{(UM{0>Ak{$<(v`j=!s&>~)tSoPd-Jc1UPvrk$izs;Xc7slyO{IeMg zLjt0t)4KnB8XrwNC0!Q!$DGu1;*{=hN|*hDF0nrMOZ{NlP-T!k&X{_GFVGC*3I3S* zJV>$+lI){|z2^FSPR~ssN{iO4KJQScu@u^Y0YB8lzva4T!$2KA?OpiybC6?G@5)SV#L3nS`I02O3< zOx+2JF+2uXLq`Ts6cvoC9+WE3HfliIOiYSG|DlD-F)T~|_d8bMCh&vj|CVEk(LvhQ z(LRZ%a@jWQ-k_e-(9M0RKg3{&2@p0+Si1umRsPuq^LYti3e5nWK5=S9ft(>}%y6V> zt#b8gj_-EIN@iru>{4Kkh`QRZ&!fhA0v4lg;s>H=5rL|ZhB8`RLvdY0Y~Acw{{4;> zAEpdU`o_=EPP(nSk8Pqe+Br}y+ni&lkWGD$w zYRTh8d)d)qwSvRkL9rBx!EVFOj_By1{T%H?!`vysUJ

$6Zl4TOj%X|X3k56nD4{9B+p5<1Lcv8=8-MXyi#9|FD z5W`>hh;A8Q@v4qxXR)zrn=Q;JXy60#2q>4VG5i+!J}q{1zz&XCO_wQGU16}8#v@Dz z?z7oBV9!BDF?Z2lu<;R_OS!ZbC5*RU2k>^(Re_b^*ZN|b3C=YWj)8RLD3_o5r_Wnz zf*lw=g5iPt4XQ8)eLzki0TINpQ(`_tp$X5NhEo;6BtCOGo56Fm=eG17oM;JSKIJEG z#EXK+yPS~_vP3%UiC#LoX#a^t_8y4YL%=N^UC1F-EfQYO|HIz<2ibMqb%OWjd-uJ2 z?|b)kzy95_&%LABYFF%uYS$$xMqr&TOO}v4Qi4f&QtYn(NY%PtYp2|HkJjvV)E!Im zh{Aws$^)8^*;RfJ8?eAs!i+)!5kzLiY!*x~;6MQH#%#PZ1`Hd(yK$n;=kq=1-uqs6 zOR{1De~eSn>-+26bH3+$&OPV*ULcxj{rHK*oJ74v0H`e1{X^D1d!CkRtAvVe(m=@GxDIKpb!v3cx}IYh3aWXb?1ap%3B#+Lxv8= z6>MWc86)CIj7a@X*j!TOFXcUzh`*=kVj|7NEp9T!)&|A6>KrNh#`~WU_i{pCb%ji4 zLbX&+sET^}sV8hK*MyqT-f=+l`peq6cK}GQ3Dr9S1cffHiFav2BcyTdd*|}85no>U zqQ_4F^-mxVdfGjN)v0#%*FIRjN_)r4_Y{+=hXrwVC{5Lb>ZwV*d1?tK0@);H7lZ4kB+sVwPOlYMhgjQ-wXr(3vylq-^U>2lso|?IfmLegtQSpAP zH}*dQY$L8cz<91ExW6?K!wtqiHj*ZZ?!;UkAX;_y&y01+$P6xQ-S{vAgh% zLcgH_R*ferHO@2gPukFkuF5K9W?0VzsmGejd4@G4zHZ zDo~rC&;gSwLrjpMk@YJ$W6pV;RyUhcGZr*FrJ63v>LUy~0SaHMmZTQ-5L+QhoowQKV{+@0=F-FB+;~WQ9S_RU19Eg!jtwb9sXe}3_VUAv z`stB%e>P+;_G=biku@QS9M(4bx5VWVU%Dq&eNy=Gk~Cmi950#p%d&y~?1wJPrX>LN zr$pC<5(g0q*O059r^5hYZ^({d*J2In6BrD!kAc1uP+$}sjEyby;vt}y-r?LsuT;~5 zIaL3{{sNg}CV#pKPnM%2Qd}Z_hXl4sY77M(kXZ85irZ8N)RWb1fkYxS2Ro4$1}WtT zeK?EKaWBEoi2@*Ec*+%&a(ej#Qs0VarTOFoWZH4+IKmB z<%*h!#z=sJ@n3}5e~r=?N-LFE?Dv371s3e!lg~(iBR~KXGUPs=tFsOsX z@4%_b?iA>A^6;1_#5s9~Upl-O0JL(>HJVj!H^)Sq#zl*ZA*K4VJIMYvgy|>%gk~2% z+ogN=-sqn|~E3BqpbLCG3dldd$aK3w|^KZ-z zR#Dw|y1T#2eaf7TM2+!hw#$1>ZgBK>Isew<_eu!u!9cBpJe9mDM3t$a%>W(X>fVJFpiPwR39+(W4?aYFp**Q!13!Wu0eNT z5z2alhKa89MeZZRoLdLJM&1EiCiiOrN~u{a0y9KY)yjU=g{l6za_By1&WEBPp(u!7 zP5KLkCwmc&;5)0?o&)l-Gc@D#+@29P+`_Xg6~oV7S>2DnA2Xrg(wL z9Plei)#Jk+_<5P$n{`@?KrE*G2(reu@l`S`}q}Enm zT}v4EJ^09pdv!FD?kGunS&k3@qhJ+rt=k4`eG%*6KGDjG;QmjpUUh_3e)b?w{EUmh z({}dhAoaP3R`H6SSWfxWKOtY8Y71qQYU`hN?@L{|8RB zA}o;!a})h(D^Z=>y!-RaMg@@JDAwO|Z`v@96<5r)Z2;RQ@C~_=2$L}R1yEO?L(G3d zyYlu@OhsGfd68Yal3I~rPvHZxswTdm4ph_}f#Rr(FpMiv1(m3Fn4{7;NjGQdr8={E46Oas@pEB>)PrfG_R~~8!l%{-V{mywTAjH zLJk{G)&N6Hb=yPL9h2%Z60!}@f0wn9*OMZ{ECS#wU~o~&-cqh{ZL18R6!g3;V5N?i z(8Hy~lZ6iQP%9sT0ufd!L|6k5E|;^ zpaw@&XhUId8x!8JWme-U+0mIQq_C%V56)$uY=Jjbxl1aX)6VzKzA6jU-3UTHHZYDrQr9#ms*JR@LN(Oe!4)12OjgGEt zqoXSu3c4zGS{K(2)_MnGFnr+SsJ2-x`A!+&(>ALmy2{&N?P6$;nIBrUk=EEaF*FRZ zn7G7hBdzYHtFg{m0o0}kar>EWHk@;vx*T>7X-GLT8$%K!0XIw7Ohx5l3cD91ID#MTB`1%s0V2qKb<#-!`OkM;&kJI` zKoT`X_G5LD#3GXg%kj3K$gFYCm6bc*^cN%C>{VtHkizeoiaK?4Mye<4p&Z7zS3(FF>}AG0~-rtEmRBOna(UO-DXxj(pH$Y?9th z$Q?bRvI)o74-Pt^<9lJyAW@cfNPVr(tY3Ea7wOy}PyDTW6==E=+lK2%Scxz*ta+1&6TWuAL-(fTBTdps&rDTbbG5xZ>nE<4M9~KH6?{A-II^wXHVW| z*aq^xtU5L~#x^$ViYO6sDw%vcUz*e-)fNVnVfn@ch8kZb{o%ebGN!q->Lk-Ef%FRJ z4pB8GGEuQuw!F4~Ba>to);nw!j1*oJjr zoN3Ga*p}M+r1-!m5S(Vth8ndAA%LN~=;VDkC)=#V_426O2ACqyJ2mvX0q7(hF>E&QQtF&qq zE>(#>Cg2bT+ahpX$AN7sC0tirf2&{Xy<cHkr8(X4RFwh?x6m6Q` z1m#eGMvQi36o=&PN(kP)h9FD7hVJ~o8>UebgV{d@*u*}JlB5tsqJ0aUn20q{IedCS$SS;1$iZhfka*pSJ*-6fku; znT|JJ0Kh5u-5C?NhZtU=L~lh$@JSY=LBiZ*$dfrXKs;S^(1O%V8$l^LV3dVH#aE18 zb_BdcW`rY^UPaa&9SY1*(}1V&QPyH!Z0;1&K^lFHwU-$xES0Rz%2@&i>EsOwu4_OG zDIjN94oxc{D~B(5h$^ayq$MJ0A4ys6yyjb`=ZdxnrbWR3dHzV6Rt;~Ph671N=m-VG zoDFx6q>&1x!OdEOThh`*+FfgKXd0Yt)?2M3+`+TAT5q|xIaF;C zy)}WLAx~`F_79-%)G*MHVf8|ZkLF9geG~-a_NzbsJSlv+0TS3?{rZnTZ&Uqkkziu1 ziUh;zO%_Rxfw!e{Wfwp+eG!fEWhm1xOyCnrTjZ}G;*hZF@Mkt;NpYPjJ9pX9~W?iKa1mFtET0AUssi2W}P#1Dk z4sUmO<}rgjqRb=CJi*3691RWPsw=$BW*+}Ky?{j*v7V!$A@S`<=!S+wH7NM$O$zj1 zd}uC@%G3`34!gG`%=RrX68)zjqly0C(+$+ z*Kir>A$hrbs6JfW4IRav4`d67sHrY`s9n?jNX38my8rV%FBN!UfPqQ;7YhJ`tHrqLkqNN}nx3BO z*2#|$;8LeKB2&)~tror00$H)Xz8-;-C<7-^m()IZX58La5f+W9E?I-Rs;9Ekt3{93 z$I6GtqAM4Lv#3@;?TxG^OWRmbj|G`p^hRn?KBvYuK3P_v{v@8mGrWKs@F@NS zcMLxt-4zh5_N^7tgX7j0pwbuMbZ#~oU9Atp)T$e;-Rr2;-RkCH{f0E z9>v|YVuVl($^rI8FxJA5mJr#mAq-;T&4VAKu^E3*(IK)VbGAAIH7?{qZICQ9ghDJ9 z@}TmRze4Upas+YF`hL!D@0WuI;h+FV(1S6v-pWBD(EI#k5-wVz*YgByYozp$2DyZ% ztqk4Ic%1+_2-0ttJiUI&A!{P1AmCL9-hl^P47__qd)!F21cZ!V1YCW?#qQrQ?=($? zvTDrsWz2Hsa4%&4t1ld^<*kX-JtEX~Y^T59Yf1!eRzdK8!||PO#3Gz;I6kJf-HSwl zlu6dzXYx5P^C}lJO3~I2GGK(erM8$WXi;hCH=78}@=eYmVhmjU#@*Ow7a4n;D4?%z zIP+@#48AC}V<6R>-+OQBqh2seb+9bzz;e?;lynC%-5u@YFAsnHPXjVoJV2;R{gNr_ zC`8*q)Kv$+jTM#s;L}U`?g8C2w2~M+3YP{igGaG4&?g4(bg6W0{n+5Ya-GHO3FTf` zyn59?c`EP5TYZ3fH~0bSZT10r8CKEO$XBSh%YW4!`V8??fHAx1Q#RkR(>+4y2p!-asfdD5RY&LF3xwlj!J+sjI%kJTmd~Ual8QR%1li+K6+9<8&I1>-j;*h3syj*wP<+<0T}Vo(Uzb3!qBD{xlKBiQT(= z2dpV{&H1(fbJBkJ-?-|0Un=pN8zk%03UhY(JGdUpex;rJ3FpiOsRbJS z-zcwMjRic}mM0gOwufX7KG_ygQiS*?$-e66KIMT;M!<6*OM~q!Q?6`D9DbG(SrLkv zP(O|Oy4e}TuzGhmJIp5m@7yu`&X!GFag|e+66&A5W&tz+J5n`90UjF=vkD=6R0cEg z3ta;H#L<8K!(Vc=SJy8`e+}pG8e>T_y~O!#chOml&g5Oyd0L|2(OS&kzM+W|CtK4m zvj}|#_4=fbg9B4Ro6FvUc3?WMl`7bfSKVdXye_y4eBo0V?p4HyD>wUr!cRG|+~s8K z(Eu6m0VABuKyYlwNQi1eOYJ`FoJQI_++fpWtTsAN=XPAxn`s&etKl`9chx<)7`&TX zwW_#gEZP%|Xpg^%_B?aL+7nqPxhokmMtjcL0?NmOn(l;>&5V|KqS-CPLLdmseE!8^ zo;OvSJr9>~NixkzprxD31@*^XtPS1`tRN}xj0be9KxpEdxbLiw5ek)1j(Lh%WbPm@<8YKCSm%yd zM)Wy>^N#9nK9-G_zp-H~FFLX`^Jr*mZl>_{ zqBjia&gP@pdqsZA#fi!q<=t0vAHoG`qtCk*$7CJbk2!l3cc86L_`?nnb2E8}3( zPhcQl2bitogv`j*S7r0UoXrZWNCy1)>pib0Vcv#jK=PjYf~A`YmTsa#n1vQphzKS1 zt)GhAF=QMaK-W}|{en%+4Hvuv6(W?2g?@v0YzSs*5;Qr0=^N;egW6hWG!ER6z?d*_ zy(WxSaH{*2Q$3nvHb?ClY_bYNWl&Zu%ziIml?uPgt}-mnuav+%A%Q!{1ZZgk5n=WN zyZjw+)6~lIvMYv7wpOC^R!gjhWcd=Up|LU=4bkxE)*cSg0Dhyy8psWaO#RT#JQY-q zHUkq9f zbmcO%qif>Yx(M$;%m$_+C{9mx(Sk9F^XQh|cbm!!YrwdP@xZo4btJyepjp>j(8@;Z z@4vPB_v7K>;*sLKw^rPEta@lq|2lg67Hf$Z6X?W*>Y8|!KGlLaC#p~Ea;id?f)~X7 zc1m}Lv(vjBOYaU9q%$(=w2z6TOXO>$pW_GbP$Ww3fo%wo@Js?4laQ7W5dpVLv;ry+ z86~>C=#uK;Ui#0=5ELp!mmw%+*mr_CiQ(djKpaI9ARb86INs6a^6Pfhk=O+ZCg>u4 zr)vX6e6E!wP-Ig3d1A>@a9^<1eI6`MzKjJQmRhW@l0_$^+BpJy0%LRNu$QvotA zV==;##MEOfMpsQDYN9LoPhAP9=_*5;=prwz%~jIyRNLBQ06OUR!xBKv(Ag^vGQ`Sk zvw3@NI7Lj(RXJi*J)TQyq1ihP9|hj3B*O>|$h)RR^w)H;@OgMp#In3%(2QRO%^-*6 zu|WYg+Z>ymV}qhM60D`#ogfG}?;+{TCoHGO1pYO`r{Eip@LmM_I}*i_z*N5A1@{uX z^!4AoB6*njbgM3M|1{}dU85R_ED&Uq$6%Y53ARa@6f6OzD~78wmSE!^$zkysUjMBt zCYrg{AIaZOe>5?0j}1t^TY|GX0)hI5S5iQz(XVvv`@G*ibDMXdq`Q>2)k5f}?YUZ{ zeP++qqGuy}&PLECk{xw4=V&+#qDQ>yehCzkgmlE01*S>7?C)SWk;rFv6(~d*mhhKG z7pEnO4N9o|dZZAhl=9jF_tYj*$bjp|U&y@XT8oPxL&@&a=%JinE?U-p(L4!{y=pDq zedg&weVw9Oi+7$`yxKik#9}FJAKgcF-*K0NPw{hKW@fk#W2no}HfsinPJzAX=_1ho z`~Lvz*y)dsA7gTCTMY5Q!fY(AF(?}@Du5*_SAYE{zvKuBguZ+E!V^V%(a~3sFWmnZ zu(_=ijV0}`+~%);{GS!+qLck*(^%MW<8K72y3C8P5ig#|V`KU3;P+*BwJ58(zP|Qu zViR3L8LD&t1>EwgyIOP>oy8A*^8fn6zxmexXUvvMkX zy>k-%M`#JvUJN0HhgZ=9i$DGEpM3gf|LSj^{GZos+won*l`sCtkG%MamtH;jnq#jZ z%6l<8wZ(I4)5oeH`rG`4f@0gTS|lnKx$It5$)fw-3#U|T(LGtTKCrm3UZjf)CvfqA z+<&xo{{z+it3~`i>tASZRwJI>&Grhn59EW)(PQ2&-ytQ517bY_#D1l61a_0i($N!39g zqO-fy22xlpuK(KazjM8apDr32fBy5Lsdo$jUqv8~pw`*nUl2qV0j0R}*wTffz4)2G z{C9VrSX?->`1&tgz1lsY+L%nfzHnl3{LJFj_4W1FyC)YveAPD>zUrJDvGvcc zzy85X&6A6N1roGw2)LlOTx2h3Jeqq1ubnXXHMd zUpT|ZReN#wnNz1u74606UcU6flTSQ(ZpZ2_$I+SYs%Q?>t}e$w%$A?{K+zITyVi!L zv{sAOrcL36O`F0iyPtqqZBtrRQ(8k!Y1Nw2sx_rmHl?*`QzGU^kvLudx}(~Q?h}jd zDY(-7;{z2e@vGu$jI2Y(cL)QRau0J`PLeDita?j@E1=V%L1|PWQzvZRrmuG>_sy7* zBmV>%f#I6F;x7&b)2#lC_MtD~lEt+T2YQEUNCCQoYe-hcSAo3)aW#janph*=`Y#IqQROcczHWUlD&*_0FC5e3$BTwhY#0-j zufO8(azkG{aSQ@k8R$!Y`6UNlD}2L4{ina@=s*1fk=Yzh1@Ly#R`)t6xRo1U%KVA7 z#))u)(+R6hfZw=StN{ID(aEQb$u1M)QevRPt=TRTTUN`a%gX?4@AUfCJBK*bsECiy z#KV}>lKm;6)eGsg_7)yB%LkfrdvdHu2RzBRcsc2>4Bp{8pjzJCkveT1sZ(O9%r^0( zP8ZXq8#T+PfDAQNc~13?fzGfe&#w9`KpKC@a(t0~5| zOsy6(yn^%7CXzv` z8C;yR7iUiwb9i!&&&kCpUYuG*Q+q!oPfg(s8Q&mR5l(Yj&8Vr>Vv1oiykq7}F*_Rl zGR-iFBGwNNgvXt+5=Ew_o-X>!#f0<>Lle3TiJ4K;C~FN;*(xMv>L|3?->b&dlti<1 z2P#`GCUvl~1p9LjTh1wj#Z2*TF#-^rY>8?S%Vaa7W*GTWEBvUy#f;O8gi`Zv;>IS0 zWLj*gP*+!e@K^S%XIs@@&L`Mn!=R=n(5T_c%kn(7z9UWfN9xZWOHa=n#T$jcmSmk z$L@{wUoE*aV|``l=;F}PGebw`?9n}r`7giK#>$I{|2BXH-iAp7+u$pHJ|&8nLJ@n? zU0pTx^l~06Xzm8R6)06-uz%yXq?-O-m8hQWsd%8eKtmPPgz>IYOo`XpTnjxFt1)Qd z7z)T^s&ERxPO7kej8pWjNbzc5GV36|lx-Z7K=UzZ!`kVgV6bV@&K2V-v2(ntM0ktD zF-@u@pHO4SSGT;s=*{J~0J~Q8=JE;3aY7~cs$0sYzn=`nimdjSM2b{R4)n|b zra)LO(fI3RkB1 zeG~sn7d_a~FWCqGBJ;Wx=1y?!pcNaW17|G*Zs6p4HbuB!P~|v55xmp*jZPhvaJ4G| zz^Ph@Is@9BAY}-nV$r0c{g3cn9)U*{qU#uqo!PNWfCe8y39h=nno=%BXRZ0DN4Q55|C zg7hm{k@PwxGNIH?e4OZhdO89DTx{<2en4O_A7HYJJ2;f~fU|HY?dh}YmmR&J&wT8% zlYJ9-og>Nuqaxhf0FF2tay()Aiq~0$BUDOP?#bYaY9Q zfiun~0Ae20L06X7?q?z}y zJ4R+nQ-J*vlY{9PB%7B$df8?=$~j@X+CikzmNZPXm0_ZXNb}pkPuZ}RG^{z)u$U@} zoL;og8){$p7KS2*6viUjCByNaDrK=8UHb(JV0oX6vIArr$DwC2?2-X;b3wOWj>`q) z@q@OUvbE!Kj~SQ1A*u}$sYiX3?5&NG1H+@FQMYNB8Nb35$Epajv)$##=zt{i07n(DmkO?B?(Qyp>!Z*tyAM)dQ# z^G++aaIWx?my?h$KFM@5rUGQG=@>ydB z@;A#)S8X+W#Mt&`R9pKi#T+w*9fG}0B1NqYQ3R5e(1*8P%~2AO`5j;I`n_9)OEI69 zoCPwBM}$x&*<#G(12s=%Ui`CdA9tSHdKd#K_7?UGj%2+Y(rv2d#kbd1(+5*G>A@B~ zeI(7)l)OLB)fjNb@iK{5<1YCY?d0>?$+rm?+=GxgFi>*9$EZP(!i&ZZeE@rmRIs)3 zf5fy9{Iy-B`1!}k5P#VbGUgbO04Yj=0{kP`m}0ekmmjHE{o`FevS8+`)XP|s0fU`h z#^A4q=mF%P(@+rO;8v_!RTaOiieFa6XH_6UZq@F!4xf24CQoP2g|Y`D;ESo=Jfj~H zsb(V8Oju2z;$uBCztfwBkwTumMGO$zV%5ui)ftf|Vu5_d1HFy%ycKb{MxM7yMQ@dg z-fHDp%SXTUI`VAXggoP6dB!91ytS0)tt!5jJb{M^+{v0e6Okv4-1Ekh?5JCmB-Af> zNv}b3cU)deRBWzg<{CZFiMXF-P;A?mwh)ZW>Soz z?pq-4ZQ5PVm1gu44zMuUrcW#r-aJ;fpsh?L@l{ghN%#UGRPn&UsgHiI-9b>H9n~E> zL`9I6o4^(V_JUXvWfhuri;<|v7O5TyfYJP{{$^u9Ghnl~Dqn{yRuX9gf@rH*{mSpZ zWOmPOHL1T=J8J1uFPS49LGRXIu%I@hhsv*xY+r5Tlx6w~$5lsg7IHZYsY3SUhOOT8 zVZRq}%bXGaNHz5<&cPyqP?~vLB@9r<=lm&Oe$T+5y`8%_-(WLXVsLM}TynBM@Jg$< zZ$d$6@7})4&lcD6e9_5^MXAf;TJ~$6gnhQvwEno2gD8woTYH{wsDrEWT|O)h1);W7 zOMj|-(&07bN`nOm8hHk>4ZwgU-hkFk>!<82HJ*qxejA}Ckv4~`lqRJqoim$l|XZLRsTth@FqV*}x~5D@Y8 zwdVY=bz;6|o!CCS(i|V!c+HQlQRi!G)QwM?UBVc536bm)f-QFmnXTD^cWI1^ma%JF zCql7KG{ia)4O=Jb^%MKVi(_^Bgu+7k{j$P+kV_~mlqV2XeJGu<`;}KeQrai40y&tzaYyd!UGL0??Oj`efcf}R;mQ7=-aOb#~H15f#WZO87 zTLjg2ye_f>#W=Xmdf#RM+)Y4n#QjWukpg9Y#X`2=Q}K2S?MId9bnc9)Qt9yGbM z^1hnP$Eg%`vr8{lJo!*Tnwkwe{y*Dn$Ny($DCvvmM=Un5Hdq4eshTk%jnx!d9LLh~ zYLh`-m>r&eQo~oU#k3QaW4N=)w9}|fJ7Rh%8Y&!`cEtA5DW{#rcYNBp?)1^Ei}WU^ zpdr%_r=X}d1r3>eh#{B6*ECeT^pVO?5ptJ(-F@+wMJx~1HpaVo=0OVTWoJ`Mg{i~E za`G9~%CjHYWZQo3Blh`cY(@1mRzI)NuD2-EA=|_2b=$+{Q>r8Ll(9YBUg?rFVqO|y zwB^c2D$_&A$wqr}w}^ONM7&TFvB>j4O~PC1VkzOzWNx-*A|?E4IZ;x*@3qxEEWqA- zWdTd8#xS$49|3z2{4^jtLVqpa z&HE7u3M_t;7L*W~UZB@5I|INxC^viAC3+;BRs!9xzv0weGWALdoq)soeQs^g`7d1l z=WO|(xo!|-Z@R(K+z`!mrLi4jEk`4}(#VYa0jyG6L+ry0(O4kaeFE>ZFA*y(LpYGs zc0xabgnfuFj2RA=cvg4lNuW~ANh=Xm~bZoEHm>33C@ zBBk)|Wxc-k2y8>TaXjx;FN6CVp+{ZS)0f;wfK?a5!jv4($5hWgCl6e`>L0RCcz8k{ z9MdnC5AvEX*F0X666DT?9y_id=DopIyxd6*qO%LaAQ}6rGr;H*!iFS>YY){5dh*{H zaPKX*0CqIUmU9b*nieZ|L&Vv!G!P+rHq_s6?xjnI3%ppj_sgf5qtD@(gMM{YIF|#V zG=!hO)A2l?&`EoS-)OX&5J$Co__z5HjHRYV-kp_-oBTf+Z^;OncwNmoml$;pD|Oy2 zNY%q=;yZ@W#Ep7ys>y9*=jWDkftJec1O3J?K5rWH<}X?l_P3#}!Hu>x{5xrD(>N;t zuhzig=lcg8zu`7ywBp1&$mS+lykH^7fh+@77GjWqy-l}{q&~5UeR-znlB?yvUDj>5 z@{i)5cO9B5y1IKPElYt9KUjGr@01D8Q2LSaF?3{J5yG9-A%UoKDD|%YO3%L1BqPh4 zfvM3wA~Djcqt~DFA2nHlSAXoYYll*1ZJS>5ZnT&DO?wHnWT5!y3B^Zq=hht()u;)l zYf8kPoZjW#DaqH~T~4kX9fGWy#b;7{Qmw^1J1ahO$0(l3@~BkStYh{v)M&2|qjPyP zB>11}x^rt-tMAdbE|2Dp3Timn#)UFm1xU2Y0T=MAz#msGQdIIt!Y~AIZeCy+Rc@j( zi9Oz@L9L@g1Z=VBj$%@6NBJw@A|~9MOH>Mow}bb<^!*gSCTG5GmUktvqq)H;dJNSb zGe|^%#KuLk2PKqrFQ2TFkRw7xrAKHJNw9M zG@)jZ1*}?Xj7cMNq-LJlzf8K=sX;NT`tS{mt63(_vsdTxS)m#o!?$_{Axlj)Hpr*c zm|lBS%?$E68kD7IzH?%~<)3AN!Ek{Sw!kT9{FIu*(3;zq28_j-1fM9R1QQbhW?0vJ zo-Lj*J70O({C*3o+lA#}f)boaTr1rP6%cCkTQx;PX9xKfg!xhhRO$2HJaDG2rk;l#(sd`qbYC`!dbg9&Psu)9G zNvPwj>g%W8v<1!pX1t|lDAsLOR6~N@Mpmt9?Wk$(-doJhk>M8Jqgk#^uOn`&6GMWY zvVxx4OwcpKqMp5PRM0aU1wD5of}Xl*L2omHb~gxmTRzLM0tB%_-jg6Mb~gwbT8BBh z)ZrNlq*uv#X1`3~vqriiSMjP<%KO&THXc>mS)=|_8h87 z1+RPUfr5Fw()nxOIbYrRTIRN~+0TUU#xZ+*v9LLJI01cF#?y>{qJsQ?T$^P-!KCR3 z8`sbfPep=g-5BWG5xOj8VfpFZd@SS)m_$((??~}Zt#~2{JN4q7 zfxhc5=Pf>6H0sa)p~C{;0;?K$qiy>m0=gsK0bZG7K+bS;M{Lwab_9_b65NfptS-2l zD&Xr5b8aYdF^HH|X#lv4(e z-;u7R^hl<~hU7yV1gpp1p;q zi&p*lO3#>Z)zEv65ud;_(0z{87;mG-+>8KjssN)gib%r|Py{_$_%lQxFmOrXkjjJ` zrE;Ug=Pp}cc;!uLL;%9)IllRFZ!h&eVG;VPZ*zU~aA-dhcS1rF5^~^I@Gd_)=jS2w z`}MEZPWU)+87D$HLD-hxc%8tfJV6+V->&Y66@=p36s!e0fbYa__Cq2t+7A8`p6FUi zZ2&*;mj6(@<^RJiJ>}_nbBo$=%MbtMB}cc3uH#;aHg_*rA3!J{xrUg>5xoeIEpKJPd+mRFfZvy?xgOgh zY5X+McB2%+&5abo&5A;}l?yK{t<)`Asp*s;cShY(ZQ_MhJjmnnMN(yBc}`Rl7VFf! zQ?4b)bC435Tg(g8p4{v5USr7i%r%@$ty$c~ z$)>SKw^fVwXkk(^E|=~`R=gpzaJk-cN9ZJ*bvnuBmUNO$p_4R5(H2Om}RX=1i2Ww~dLCw&SSg1z~rSILlDz4XIXZRJB^h3)0R7ErR;hrhauf z!EU8nDoNcfb?S&!o1yOZ<1G};ctN&Q9;;Y4qJ$op5E?^VrB=gQs$FUr*qnTFUtKBL zOT#iHyAq`g(dMWeo1=29X!x+~X(=*;(e>7b>&+F{o0$lr>v4S>wKVJP#JJuXrR%M( zSHON_#IlOudTY+*1cDeaTEXaBQt8{)T;FYRy*0)4))Lp-rb^c`P)VD)n}&ox>ckNz zP;(;=;9<}=hmK3~IEjjYV<2z?5q#+w0Du`GJc%LN7RLY)$1o8hGYDS`kO$(KBCc8K zV_4~9TIpk0>3v%Yf%8@#$=d{qDq04{M2cw%M0siazizRfEw&|9mC_Md6#CkF*BkqtxY*`hc)KLXQFJBzW7>`QDlM_j9aR3hugAes4bR1 zj!nX}993?H0B#1`#5)Cx${prmU8qqlb2?uzzK1P63`3gvi2a%+1-rbw_iBAiTM(a0K~sJx((;PgRL)5xb}o+PI&f&Z%+93L|{$?_C#n- zg!V+koM`Cwy)xFYsnfvBaYojkz``T$4ZlErFeNfiR3{7)K`+P?)#i zeb`*_7QhrX=+%c^32T1}zgK?#C1l5@wG+bG1ACKp0Dp0jA}f-0725Lz+O#7+xZz z8U`cIyu2LqjDtSwB9>@_u6Si%0A~pWTsQ^3po?`edPa;d)x~&mGcn@Ai_U;!3%aH{ zasoYb@w#2SX_2mQ6WwHmT+zhchLi+7^^oZ(AniVgi+2{7-9VM4TtdXRsN?+lxXT6e zl41$VD!QUT7mDl@iD;SzGM2WjKUqGGC}9Mt_em=hsd4;D+nxyvj^Xp60Owx%(o0VET7y&o z9}ne)MN5riIoMKt#7VZ)m}Gs38R!{f`D>_t_LacqYfKZ|)gn{34F0qU`(G}S4G=XG z7S<*u{7K4WA>>7-i0M=9O`ox_HZ3(FU@6Gc$DM$+Nd?xXrCOW9+9b5#f)X4un!sDI z#GW}`#Q5yANSLhJf^8Gamk7%cl?r4{B*%$?g9WosvP5xt`Y{u@;OU14Hg|`aK@Sbo z1hDE2RB+DyI_@tLBPRgg0;gN{AupgiKGlGB5K#&Q=_`Z6Ll>X|<0v*UW<$qz#Q1;i zh_|~VUcOF8^oKjbxx;xT$hlm;%XtRD`rcj6=$6!zq&p_Yw)UmSQR;YmRiB`--S-yV z)KPsy|I`x5U#2Jn_S%!ENHKyJt&(90&S{c;9xoE*aYLxuHHIbObviVcdl2kW(Xup4 zXc=BG)CK)R2O|P?-H$j9=MLvg zX#3zyX!<~;?&9jXF!k`Q@D~|G<`Yd8%OoUPKKBRs{6!3uY!38)eC?8zrzYcGDd*02QWJVs6DkGh zmi0=nRVURIin4e^<i?eX8GBX#Ln#P1UkK*6Bjb%8f$T3EM(B_= zCWwm|q12Z`#;F~frfcN)9Czb4-Rtr~WS~vMY7t1lg^;qwPa+tx!hFQ0{mF)G-kN8kF}+2v&>tuesP*=(zvoy-zNk_EyzVJrZA3>TE{g7;Y;l-*dfe99jP zMC3)kXc6_=&`MwSC4ljYPeF{6sZ{2pSy@m{fr1mnjJXitPy&YonnG*Y+D*eTk3RKYB3|_77fH@&N37@4-9kV zy@vJ~@sEbf9!c7Bv<#`ace?*&5o>QHZ|F7Y9I?}>I3K4Y7ejO&eK5$!RYR{z1Ti0; zRr81N&%q@|G0k%b#K>8XVub$!24fA&fjKoUg1a-HON66uTA%t6({M&qO^Px`1N{`v zf2}dnZ?*14&{I#1A^5Z2M-tB@`zXXsna+e^ZZ`X;(q909lR(v3HD%;?(O0t!+-fke z7Gcsrgh7@A;`T+cur2j#wJOF%7X*)M>PX6@&4CQH7knA(FB%?+zM9gXs%lyiaH7l5wt1}L zBuGQW3?yq{G=a~eVRf1_0y!V%p>T7!dk$Pqs)3YsI!x7!YKW@A;vB*w(?Hx>gA*z< zIPR5mF0}!ghKEx=IydyFFOSXv2n8ubK3;4a+o7IFIVg2MQ;67WEk;ZBj}0(SCALEv zYIe9Y+_%~pvB?Ic&SZZgi^gJdU)n($q0t{!72;-uoe_LFgd1wQ7Mq6X@hUcLZs;0R z>$2@IOl`G^pn)>W=S1`IJ@D(5o7|U595-UKy_IrPXbsCUTWS}`X?D(BaNJ@>B9RC^ zh!1oH5V3J>8QGbe;* zPC&w1tY$F<&0oq=*l#Zi7*6C6EVhJ32MYN&{GZ7 zv(v!LPB3jCz}-YDms7z^_D>PWcqnz%jA|mrxus@m!{4>T-;JePUM#z1Mm6=<$|E>x z%8vhw?x^9OA5=x-dSdWPK_y`f?ocdaiYJAhgU^dA3?-6dQCi$e>^YIpNt8zB%FB6M;Dq*b|{S5!w?Cb7F(Z-BJFC$vv=U)bOTE?*0aoyIZ%X zxEt&#mTB(q&Ezg{R5g?P$(u5{j~4TtHM#q_SP@4|?*6FB-L)onw=%i=H*Ip?pex_L z$$dzSZ;#1+sK~c$avy%$n%w;xGP(Q4m)XCilPFdeu$tera;| zH#52aXxD-!zu?q9`2A|eWiH>etkUP{PA77Mr=9O|_lOIAx178aJ$jb|u1rwX$+d-Y zXO1J|x}TR@h}5Tmi8#;!(vPwJ373Xw93q5V$WD76lK{i=xOV)cZ+-Un7!v^2V1XD# z4}cDVZQM0aK4*Use706-If@3Px<_A*>2uxZpQ2;Ckl6eDqTIV2wxZ| zcPV!(h7a+D1Ou*KgtqguKzmkOf;V_CZ^H&Y-Om6-XnPyv^leN7b7UFC%l2}L z#IAj_-0;wj)I`h$!IEaEmq(^D9n?N|{amOnvm#c(K%c*~{y}dii8!#@6>`-;q^sN6 zXG21v(PSRLh|LYRp_*fJ+&nF#Ux*-z=$F*Q;RXAO4io(o6-fL`h)fJU^Kdx`(2P%N0emv%?AXl^Drs^J{_wj!l#4s8?1G#?2AME z1z(ax5s*a|YEoskf8oU|CSVUyZ_naL;P{4~6Sm<7VhRi^4c`!8A_1(b^7B~cjI~Fh zR{>k(U$;evbD60QD1VdIu=v2Xhy5q!IHB2r>Oc;M<{0LxlAC+&A3K}Bcb}yc5!!8x z9z52DX}GOYlZ&_D-Se$^$1*IE&C5Gb^cK~brwh@{!i*umQc!dX(toiM-V3abdt$`T}_H%!S^WFOlOQd(3m( zAo=Z1{A%h=u6g_(drL)wK5&=dza{YvQnoG>^XtVnHGiUZ_B|I&=C`Xqs17nH^n)>D zY02i~9$zXVeF@O!mmJ2_0^D&mM`+L!9aaK7kWzIv=ND99EWl zO(-c#_pVWTETt!#mwq2JUpFfqWy9_>2Eiq2YF~;hU++ljX*VAOjF-oR>2cN6-k}tj zv#bS=+MtUc)9&$nJf>42pMm)Z-O?N6QyM(T?#cK|?_as5ruaW2!5(N|eM z?(Y@S7gs~%(!;|=#Qhna;KZ-UNleley4GRXvw7GX$Xp2E9!tx^+*1M_?nA1Ka z*o-M2z5WwbT5DgQEsv&$u8rUDwV8dyOz5+2s5xHGISgHIcGu}U~4XMc%lI9uYDCOf9jRp~WyyjGKvutr@f~!e0q}gg&tQ9{KOkp6_{7S{EDI zcP=A(G&+v)&aut!WTVFA$A_U4|36st=Zf)z#;2c;*`k=&GtTyNEdwk=)t^)2cG?|> z&Wzc~An$R!gFmPgMIX=Qeb@kS+obAYEzp+C?0>_PWXF*OHe zNH7o+0(f`t6E#ueKw*s36b~b$ssj`%RsR*~5Z0g1a{97c7R11Md#SaZU#3GV_ zp2k4A_tE7Qte6;muXJAui6TBE9-YQ5M7T6{wroJJB_2E~+B!UFEm?rKagd_w2`OHz z+5^2hSa2Ndnux(2#i}V<-5MZEn6--rg(sD+%7Pq|fp)A!$?mP%sySMsBcN*2Ta+1@p82&=roF-BfLP_Ndh8lx6iS+Pg7Y6aR-XV#7tpRM(b(z@Kj1*FD^2jao z^;;G;z2)}$ExR|pWlvSxOLUnwOWklpH`+GkvlpOaT+p{P>}r$GAwzW+UT3iA(^Wf(%Q08WJaxk4v5LmZX8PSmDKdj zef07*bs%0+EDHG&<{#Ob8K78$1Z?nP$ux``7)3!Sm$&lr#Am>cZIMupcqD|3Y)qeO zO7p~IAo0?H&ai7@prIID_lC8^u8?`z-B_Rd!t;*4?C96N@Vo%v{%qIn ztzDb#&aj`6UjY@P8Yc%+*XSfg@8prmU6mR&7?#=?zJuG!mjg@;=PzD%w8}o&;^YCk z_m*mC|G3VU2L&Qs2}pH|}zPJRI!w9$+RgU-%$|-(s{? zZ3&>Fj_)}xdmM15W=n~Lsee{}-kX9l4SXK*+UmwJ;6Wqd{QnL>=fc&{fg@z}KdE5cRoeT=KgLXO+CK3?$ zf>`4SK7@7ZWskgd5E~EzJ3ud(2C^;W3}{=f)x|=hy zy{uBzQ=x!T4H&yas@j5D)6#2)IbTGWE`=UxSd!CLkPR?? zu4MCseij_m={&M~8_DdgS{ov(iG+3F}zkzNP(^fv&!odSMcpMTaI10EaS_>ePcQxZ1c4olx!SWmgT42L{oV zqzF@A2Rg~#B(kaLQdj2CCbhivt%>br@2ypCv{q47t5&JviBv2au9#}(aaB35s$67r z8=>~DfOE=xNw78OXA;O*v135~q}qdmpqV`$7omI>h-vND<5FRcimG&!crIQPu--6 zuTOx~7QOdCYM|e_CRk&>OOxL_lm2jmL!f<$>HLS8OLFV7!OY+dAFwwhc5X)0g8^!S&Y>?aKmCH%+^ksTU|L0k4!b4gQ< zD4=K|ed_$L|MFLU@8^E<->dgU&YBb1$@+%ZA70r&zZKR5Acev*Cei0VpbVGgCR*rY(L48{Sr%}}L8Y0555}^evuS6IL%C{9riAjPi z?5M;fX<(UH6Ju*gj3BRq7^4cDTrfx?13)gR5A|n#71adi+ma0Cc#DFIRO_I@xj`^> z8-{s+eYG)}k$8-&W2$l65Rt*#tlFjSdHRLZUvl&geIC*xuZfJGcnBb)2*l{`*(uEz z9tP!^4X7E{@ZDzT6Kwe;I-@Vkfq;rZDs}mQ2Vx%J1g9O){qd@!vG4cwmGVr3#RvMyC(W5}mS*3xu5obQ0QniG19!pu zcnT^|eiT=RIMKWt;6#I!@S&Qfi1$QP!ef-l)KoY+IDZ&>axwAX!pF{$BV7TcshAz|=N<=%C1h_bczbd#U55v@C#^hO4(tOmug^w;I@@ zb17c5H;>ErZ8BjY=})-+?z8z>k5$u)P_d;E6k@dX)^b$kR;o(GKb$C!E?$wQ-7yhi0hu&Gk6Bi;XRGQ!o@ZPUA*v0^ors=vSv39|G)`de>zu+7j2tv81f<;W67Re(}!8`n@XuZqdEzopkcN-8IHz)$6 zGGT2Sm_k(RU0^6%1bP8Y6t&`~?X%O>vyH8v-Kxf3S>!wX-NIFtG2x7X6G)Hx!tYxC z*T4{Uf~lj0ZGk))y~E#o9_#4^?*P_`kpX4htcD>U49ZvXK>|NUcu-ZZ*vJS5)>-ajd4mXo^cnw*HTgbX~v$AeqSJvUCvbI_hpokDG31(UJ ztc#VnJmcNw?;u^hlyIBBD2mNf_6J?w3NBHxvO8LDWd!cvasZ__c7QUtHTSL1KW9 zt9}74Jfbjs)cU5hO|T5ye*_X!4izLLsLSyg|w52 znBDi;Qqq_TU;FKHc&es;vpj+|;>*8VzxLYD(UV`aN8#I23O3|l_?@cEK!3S*J12SsosFre)z@exllj*;tf29ep3X47q1XVN9BtP&u#q4ju#DO*lhVV z#YVr=a@@%CgRs$b1ol$7*PyZRa@E(l zkRk*TQ8zPk12B~~`>1a*@plgq=XtkzyNM{O$pX)SW2ZF9#FB^$(`xp0&ps^4xx;yG z(JuLDf^B$91qwGRP!r~{Aq9%80yPa+BNgcLBMQ_k708ju8LL3>yWIJ<>Jd?4 zOLZF6qvl)EqvlQNQ6$;f(YK*TU${X%Y7Xg9Q#zB@L{XwUCAAK^B>A-Mx-zNu_4UY? z3cdEqwe?6a@&ZBg&2pkPB^DAh65(U6yWlpNBx1E; z1r(HtxZA7zFKnjh1Bn>N<*($>np>9(ACX)hw_p;>g?quq#v5iqziF>|xW$KQxfQFGh9n@7?_O9{zhj|9x;EAQJgipsE&H=mOSn!VF(qTA?qC1?U#=057h|S79oVTkkG{TjGPhsOG zC>pT@UdBt3TNf*T30>zSZhK8NE~xOriK6?o>cZYXcQ6IQdiH2+A`!CBgeKfTT-GfK zJPOKTV?ELO&H;2xfBcs&JNkCz>bnQ}l}}%G^b5aaBjcL;g!H4I#|n{4aMelYAqKz! ze7y2kq~a?Q9Md+5d|z`0aGB{q2idbsxLbw6ShT@iCNP`3oTm(;L1LQlxZOt=TPW$0 z{xW>edUctp-winII;zcil(Rw^$ZElU%5g#}j7Rc@O7+|dZP<>ax`5WWe4dl(8T_-h zi-kmk4W}~k77|~~N6rW*7no2V$;}sXl_56>s%#7gRaP;gn1?C2V1-MMTbGLfTHhd` zhShpZ;pT=}SmW(A?~x)F_D9ofkN+^rFVNA7UOzElo@^V@10F&#Re+KII^j76MTjWQ z@HSX>Y$&I%*F9MV(H}~;03$nNu8f4o6B{H&UCdq;u3An652@w=(?+RUf*HyTbAy`m zlq(7MPnz`0C*6Vm@UL8UvY&3mCO$4;e4H=VP2WWQDk~hw0sZDLT_)*(i?xX2Hd~+ijIqCh&iKME zf7(Wm^6E(N=$5yfwYM+|@9c%kD^2U)qJOWDGw6{+TYuNitm^ zJ+OChF8gE)IbW)`r22D3Pdf)x_YP;in7~hRQ1#}D6h$+oRJB!SkoUEh_mJ_)$mB`Y z*N-t~Z%U0ZYfBPA$JMkNm+~j@=Mwlv$5DQt9M5XtXH{2?8xP~Sn#E5S3!_XfW=tI|Cd?fZa>qDyW?XeqXXKQw z4T`>`&2G%)%v2NqujO)fRi+jGKa$J2uvISS?5dip<#O_H^IXn=xz97oQQbj4HJr=Y z-!hl8Z-YG(Byn~nmopm_lM>dEjO21oE-@KmoKc1*mvger1MSq9Y%CKBkPVq(*TO7JtL5`$+Qncu_=uuMhfuUbW?rJ~cOqKU*O zG8yy^$6Les}kmZA|(r8e|Z-fyIqsP ziH4dC&dGWPXIJ%+&|1&n?Ai>@ZassuyGaIT_a-wq7pe@-pGm!FZS2IgQ&7s7oFYNg zfFpqXDgJhe(qDA&H!!P`#kJG#WkPRye~K+xc3+B>Te6BRllf1*FGUQp`%ZVdaKFpl ztpeQtfg;^SZ%nGXKUj30C^FSKQ}kf^=&AHQX%ml_yXD42br$bFS)@-CJ(Zrp<9h*E z^PV))=hu|0I!`YZ;nJ_dR<56WIvnWV%>Mhr)xYh)9mT8{7em6m%|HLl`_MMkRh=gm zo$NQ85=)L#nK|Y`j|Yn`foec=wrn z;{RvwZGh~!t~0UjzWw*!>wd4_%$vagGn8+4A?1Mxgiyi)USqz+Ae7 zcYqVGGmf8LuJZ~)S>)@4+YZ~Auk?R(EX_wU?uz7Kx^G1k4o{lug1 z#i95%HJ5L~*tbnB7IP9@^RCmy<`c!1CHF)zuluJTDMEAR_nd<~kUDq&KRB35Jj%*% z|KB$p1jxOCH_XaIfA*p}SOoKV#5`DFE$6s*Fb>>{1@a*G! z;*~n#{AXTp%r5iVXR3tPKK+7YcALlRgkSmP7aX(0yjH*R;HR1JB z((VzSS^{wOK0SW|EjGj>z-4gP>OI7*4Sp=|h{*>QKNl`c9dLk>7GOxrOK|i^5q?Tj z`I8ex`a|?ZjI`agxn=Gyxg<9jV7do! z@MO9_23Ja;qnKyVNdK7J9SDgEOk%nElb^#_vzuu6ZyiDqm%pcKFgw~?gN$r zv0A216sexRgJWg?gkI3eiTB!&iU^AmF%6?m^SXZm5&BZ*>G!6Q?jxtZPV)pP8h4}- zH!MSzUk4Ou{|-P*>xKJ@!IFC-zYfF9(y0>#Duz$qk$S+7zE4x~gZuIYy+w~spoIsz zf8xF+59{DW&z#V+C-mm~^xS?MjKSVGseDLteu`hbR$5-U*Oi9MekLw2uK!Jgzq6%p|j|H z!z&^kmPNe7ap=eFk}a4!Rls+>hApylgS(;tbpG*&_LuK;R}{Idn#Ey z;_(oGmVmBQJ76}%zIApuzw8w~E+ZIG0W4ST9mx~(<0ol}aEQxCaDB#rgk{l(g~4To zidgrN+Sjq}ADXY3**7AGel3SSbf8~KF5}sedVrYqHfS}5nIoPET7@;a9k%KnDY|Cm z59kN1oWuKm8}g)Eh8LmH?;}IYZI_GfeyxMV+qIg-S%)9 z4hS*BI^_?kjkR!r51rvom+!;UH-@o^je-)eBrL+gBA(9~Z=&P*JOD%=^|3TRezHOz zK`syduMLWK`>Ij^bj(&$+GeDo$X$l8krL~^jw_k(d}EnI;yWR6o=$9_^qwvK0ShaJ z@M}iGz!-Ip_R2gMYb|rx#opdFm@84J5&a9-ZmdSEP22!oW|!P0G#kqO%@wg|~k9lH0*kBfw#rQFg=Y{9J>PZj7-PeH5>@0fEFeeu= z1MDU*Sq`4Bc`{Kw!>6A1a)Dp)YPeUghI_5Ra}yvH)MjZd*15ZOs|z0S4{%iWsi*9* znPbj-bivJ@B9XhbS(-r@0-?=LF++Wb4$ErkTlS0W_+I`0vm>_FR^506*rx78}W|QOC^j@-~WK z#zNItr8V=n<0XBx&Y`S1-9@Wk)2 zpZfzF-R)dLjUP5tSZQKhhzE2Tx5~rC$07meRPXH7{*-&arMaM!0!~O zO>$@+KA+L{5Cp~xs%EaVAh@vau@p+OpZ3}5N&kn zXKU5s;aOT%`s?a0HD^oJcf!cU*y2>b9rO&gwn}TN@*rnp3yf z!Lb9zFX(Yghh04j0z;RooQsO)DH(IPUMH7HCwB#a#W!bvuB~-ver`g~ID}NA218KU zRIW?{ZcZGGM0_8672?iTr}xu+Z*;2D@_jTGNLCKue*d}ij_HdtOhBItIKw#29&1!Y zc7}HE6w-H{JF(ETRjY#0Gv-P zdY|;f=LQ{=Q@@b?S{Pv^f)`j=-8oh$>?`Qjj#I)u4kWQYn%k`iltVZ4OJAaE4XZ?q znK^62Jaq?`r{8Gq0~9wvD@Nwh>tCq+UCp1ja-a*wCUKH-cX>O-4d>ke@&A$pop^%8 zz@L4!dyaTT&Cx4L0QL6>n*>31Ra}+n2UwSRegJ+xH_I6)GJ5FC=dX|vG}nCm%S}l= zOYWthid`-(bo3rV4&g6z_OHKSaYJ}iPuqPLze2CJ6dpbjB>H|hqW|5)v zE7;m|r3di1xz0Yk@Q8J+nA6w6%sfZl#>3sOPR^KZOWJQ>+EXp`-*l`kZ+ ztym}kgp7H*@|9e$LmGw_bp1XBRh8=TFWKVQ@~z#|alU`7aN&c}he~B2Fc|2CY5=@W z_lTZ66ag+ku*L?Nw7HRtDE#FcZtyq;wqE@?j4!5*_^c5bz^O2Rp7#xuGD5O z2~e=18}M7&%`@07(PjE}LrYIK3sr zEJV=cV3|i^JC{>>O(pwNU(n6OF|v6|$y1(vN?F}XWQcH>NUv^u)-2Tc01lJPjgmme zz>4t`HO*i)0RJX`V9#;(I{y{!z0=*Pm02j497*3=|FylWFa{iZ5=uNHr#TtrNtx3` zAQRHdsSqE9-maq0*(Doff)i-+Sh{fShKH4L$@=OF{GKB*RE}9V3Y!!nwy|rKujX}> zH-M1fA=AV~7xo)-42(`--{1x4mw5q4SgxBB()a9V2yCD*FE`bRO+t$wIE?4^levDf5C_u*HXtuXrH<-5 z3#G6_mr_kQV!Dgo@k+8*oZk>};#fe&0Y}CGN5%n1#sNph0Y}CGryd8KdK_@-aiFe8 z)W%e(>m0Z77bJDABt!3#N%UH5hlFMvvee(blaK-kI z=TZM1OdWy&b~pRFXU$6y(p+#v5*myT-$i6l-7(2Ad00(6tnjezn5koCW#y8yEKm7m z?)I(_{~pq|!7u!yvcE-np6Bs@6aOLxH=I3H_TT2Y>;6-2$AY7QnKVh9^Cbb4}6$vuzv8Zm@zF~oJdhIWO>=?{%+DQQ;MMtgf5M@~-=n#Cxb zU0z)0<%w52(X8on#;LEJo0CV9X}2f$$|58JB4d^iOzhG>44CybEQiyb?H1EXmU?A9GJvwTrUX_=XOE@8ys4jU_$zn`Gfkg$c<#5Or z$y+NMKuBq?u5>%2cHmEF*Zr|20Ju_R!@9CwUDrSO(ojkDhK^L%~gq#RUk{7r{vLmD(!+}eQaeC1?0Az6E z-h(+O*5TbaXubt;A$$W{`=3a>=?yv3Z(b?3=*<(3^qa5Fk$#Kbd;&hlpcI57eXv1C zdY8`1{i}AQ?;9mB&D@RC!?nM|@!)lY(iXOXY>?*r^Ok4N>3l8 zCpRvp^$aqZIUsKF9`^t1y2D>%&XwEyWab-ncb~elyZaPPO7P9^(<{BmgnVflv{eH1 zJXMh{&1pwxV&RH3AssoBif-H~Y=&xY@g;Oxh%rNrP*1v!50>`yrgZ*L1U=!67na)^f9-som^h zjKZ1s^n?fW_LiG{CL&#jTxt7SZuSgD(bETuWWE?4Z1SL+J@u&OO3HLH!IdOp;>em% zhd`(lOCRMCIQuGnZ-zQy-#7@jj05w=R*KDfZek9YySh1G zv!0VV-~%!T?AzcRFn9D?=YXy3N|*!4wsBDRC8ny+;D~At7){IpGgaUco=Wx9K|Lc8 z7NGGv2ogDt`7`i0nbB!JrDtJ#zQWkQksM{LUq91{F@Ln)m_K{vF@IJr5zyy z#IVf}rapG-bMPldQii0|+BH)>ho4Mni{QZwQ$UKpNAN?&)ut-AMY5UJnN7&#(?8+=f(%`x%CI{xuY1oM>2TNjt|~5>ki&C zV|;g6J$Mh+=DQmlVKa>J-3?lNcWXyJT|dTmmm!OF2Jh?F;=5x=kj@Sk({}K-dDy{w z?r4!UM0eBkI;#fntm4a@=HNXoV=5{ooeT7F(#c{8J(_0Us|N3>CKf80h=odE?HM*E z^aSdF@pK9U?cC9_n8rYhB2Do!*0WVF8(~I~a4quz4DT6!rgSzQ8+A}9`eO1$78!>3 zjKh18wF9)W@c=FAcq;-5V#=xsKnjvz0+@yxqqEi%066TXIRV!kcGJ}aFc_ZzW)NEO zot*%#Zzh1xq;BVw^==5aVhiC55~RRD3co-o`~uiJkYpqxHHgabW!s%qojjkvzCtoeerm!!I?ueaiQYjeF&k}a#g9+jj|tF9484VTSW+&4Ov zXHQMXE&dvsmbp{A80>swS>e0xE9fkEqd03l_A}?5?2(X2VwPolA8zjfhuAS|DTNQ9 z4A<_WcbFlSCH~wA00U1vNMI@dUa@()4B;+!c^c4{y(|>fO+q|{IAtnub!i2`cUmS2yf8w{)BNADo{7vZ<&GL@G3hycF>zyTmZtLsCk}$mWwJr&j zU0=_Ygm$j4vyyml^)+zL#H)I@qFpMg+n=TNb?>{owBC4WJL9G8@s2I4`dch(*fXzG zeQd42G){8Gfm6IU+s%L>LMIb-YucgkZA-v!!iDPlyX{eMTlHP3Vy*hFRB?NAt;bZ~ zl`1YY*V&lryHdrZ=?cCb`Z#(|42hhqtV4KR>p%aFZ(QcI1D@y(JMzXhF6x?%S4q8b z@#~FCd`%md6Kic;;y1H#IkC>hC4Q3|mkk=LHqlt6Xsk-tF;8MZK^F=N%H%2GRZGvey1d_ z22El!Pc`4verLye`<=}v^jvGd!^^ezJL*_#zcaY%{mz83YJE%yHEFDxeM4i_jtOIx zTGv>$W5dQORU50+wHT{>3%B5p?RS!~{myW{+WVqo)W#|`Zmd${#;Q@vSan>CRma6x zb;9muPORR|w2W1)y^3lZt5n-qb^I!fRkMHVdzBr{Ugf#e8%Pk)8=y6;Nx;%jLAa9~ zAN__1!n0BH6C58t9B=~R_#pby%^;{eToY9GYLd2OK-}+}c}(MP^KPXN1{vD~UDx3g zaC8BpGD#{QPvJZcOQbozTsdCU+~7&k5f)U-e$WMcURLymeWwY5TJ(|%Qq9(Ld4E;b z5z6{L#19hdpXZi`(xDD?=TJJVNC8gQqyQ7r8CY(N#ByV#;1$w833p$FU-S)t0>eBL zw8AVOZse=l$AWjOKv!#d3P9E!KvMa7dN+W_Ely)Y(&1y_kuu^lDfJ-xL40U?K82sf zVjxo?$s+*f`g>$IQc_O?}s75GH2CIc6*|7SJn2L&o zu;KX`R@{w|NU4jhY4;HE+on)S2jYlpRB5y))gKdinvS>ZHT1epiyE;h)f;!f{uN0$ zUTvBl?YB=_3=EONaRK-|PZ%QA7(?VvIDgud3yy`(^(pm+GqRz$_()BrLBx*R8z#z^ z|6}zXe|P=j%GWCzl~s>_ZH>ok)|D2Ah%b&|71d=TRF`uts>@Zy9#LOfR55Q^9&eIz z^Gbt^BZG{yN>b-Oc7C;_UjEqmI?KPo_HLKJ3Lct+T>@#ai4#0s$KN`hEp*us!`V0>Vh0%fX@p*7u4eAxi&y?}>l z%vauVs|YWwLcr_5CV{WV1g{7~~_K4;xvhY&=>%t6()@6@)@9dbbxnP|ErYgQIp~T;iB> ztL2)c+TEdjY@>a1-YIo2`zca7@59T~+&!|U_bqGC&7#lmE>d2;yVt5Nl`+9 zM$vdDtU_MwYvXV9?Im`dsaf#^csAYZe7{cfuI?cU#|K=i4Mt6PhiI7g!6ls_lGRGM zCnVK(Fp93%(2Rf8Da~nItUOo2K(4-brn<*%2nyN7|8J@K?9B#d!rvx*(H9&mMRV!d z^G^1gUB2bYvQb$DrV1kxatW&ukA)Hd)v!uYH!ZnT)pt0~Px4Q%`O~fc#IGLQfB*gW z=YvX}L+Ej6v6V%WTaWU&NfjpS68C7?pOZ-CMkq99$)3!^xaaa7tS4Cd^8R++vlH^6 zBAG|ftWM^OUiKfUAG+w6m6OYPWPZmH`ERv*MvJITVG53}G&`6p2_BODc~X#`-u#vO z9{PN70|qIbeeQf6r^$9GQrNNkCOf7*i32rr$L`jtiI3f_dw1tu^E3&XzKf+lH!l4J zk^UT|pN&aBZb^S6($66MNTeT$^v&-$=3m2IS0s37Uc?_)4I-r0DTaB4IfEDt`(#DA zN7f%ZW&N>T%v+1F0Pl5jn11&GBy zZeKJfSzQW})!g7F7VH)~4LU)p8{B?FzdH%rx1WF_E611N*1Bv~o)CuDz^nieP10Uf z*eC>fMD7|h!nf^bf4ZB~@0U)cm8*9sA=j}E(KEzyxQ5^^aGu`bjF-6ILs|;6B2i(? ziw?nx2-5-^d2Erp?Kh$~_y)g_CKH+dg>wr*V(6I|31@0_Fzwn_kFKiKLlf4mjsk%X zv1#&XRg*_!O&*Okc{I`F(MFnle!aPCKL#xPGqm$ zgK0Qcl&~&JI8hYAgr*a>Q@@{qoGrpfZ@N1VjF&}a1e_T!g2eO)Y>tsBsX~_1`Igiy>)^|#Ymb2@;ksee2pGNhBLPU zeBY2zfV0#T4+?18C!B1baI$@174@?J2KHz-|i-O`1U zf7r@jtS{~SLn$5K)q!?wZW8AwoCk~&y2i5Cf;C@3VY9ylQA%V&_5QzgYLK}`S2ilC zKg7!d7PkE;&*(zq=Hxc1^{@(hdK0n|zPf8wl$wmh+v_BPbLa@Q6Au`9u)wYB*IVl2 zt(NIV`%a@iUEQ&{3CENpPLe#fUi6&or{tbv{rtK-pI-DVq*M$;wFuGU%4V`Ncceg_ zR)IP_NoWexv2qM-XZFqgm(DpRX{s5FS97De?yYjwJ>9LUi39jbunSVD)nB-(_Q$*C z42nFxZjrC1uSk)bmbv!as=yJhPR;g`<4f<_donu{!zHy0Gz+==Rtz+M47KjQB?FD9 zHCQv>Y;KkCd_=|p{YU$~mwI0JlzY;i$#OThPquh_WQ%vB?AUfnfNlTVnf|zkr7ds9 z49QjSTySmNs4K?2HTEhpH5!*E0eG-W{{okWxGv)KFido@G4Skezr(FLHtZde+19=**L)+|iwR0*(>F7h%2t zRO{Jd#;syTbunXGOm(GVzGtkM@e#^pvY63$G2@A1MsHM1P7vq|IzCkN=8F`h>F}iL z%@;tuDtZ9;QP}k#s*8&v>eMpX_%LxKwt-HSMhS#i7j_LA@L=WWR4KGf;Qit%O&uNG z#ooGmi#2n|o=11f%5t*G+QGB=#MUuAQosz*)9Imk5!k6b)@dG?Q-X5k(oS48TfkH1 zPCsx9LKsf2d$ z+boMt2n}1cCFqgE13*UY>5g%9%(j$3Q%Yo_{8797{k6;AsmmYP@^`OPeyC$#$`Wm; z{L$5vAA4@_p}V03u5D%6EoOItXhqYi>HGF^k3gx z`fP>oJ$7XT$?>tzypbEdw!!o4RGFOy>!0NX@cp~{H> zl77NNb9{RXMk?88Nqoq5d)u3Fn`EOMS}|buJ&Nu(;t}~Kpnx(37@-l)16<5bi$ziz zo(3&?+Y8_XrU&QYO@3$|+5=Av94W_#=Cec9dYH$0K!nqn#9`K71R%z8TvaDzNO-N4Fo%RE+$KTe=*BmfNTM~( zpuJ+M8osDfLp>#)HUN1y`;L}mA+#Sq(E#S`Lk=iI9=A0u+)u0AG-D=r!aHeN08OT0 zX`PZ@q68Q-hW$p|a(vA80FuyC+UFon=c1VCBLpuSA?!-`s<_#RQG_F&-#zTw%b1sE zTpi);@BMH_!$D(YUi;AJ9h@~rIx=Ulez;Rd=6)CZZlJe(Oac4xez&In1LVz4X`z|@ zX{cv(w9UKUt-Q_TWt44JoGq;*oJ%B@NY4O?C4znKIFaXjGA~XM(h81R0};&tqUqo# zf%jeRqphuYDu*SmqGN_?=uRaWD|a7`M!raAFe#nExO4_@opj*4hos{qel)K-C42*n zZxVz>N1)D|=^?Td1ct!2u4G4*wIb6Ik(ecs7l_wdG@V2T1TP==qwAmGtc(CLm?fyL*Gw7ZpbeT#gIaF`sCDyPa~ z%6133m~{{#Q^AbLS2I1zKH-V1v@#b^fU~inj^0@K_}MO!*g~sRcj?Dh zR#r0joA)pPB;HNtk|Tjic*k6FEJV3?lW`Wkmsfs791fgq>eZDW$!GD$rIjDaHwgqy zTxK8d7(fjvJPMhsteD-6hw*ouZ{kn_Za+tFT5?b9#_Ku)SfR%3`nsde{r=(Cd&D30 zgp@jxv$+TeW^VSIo_6z&_Rs_6R%e@Xvfoi#bO&|lFqXH7rSor7I-kSOT)r7SW+X#F zg1H=GO(hE$C{g;yJh|JKy94}WkhDkQ&EObNh%?M<0Kz?9(my#a#rZc9V(xsp{%fTB zc}HPz>zJ&3-BHf#J;mcY`**BkxRvYa?1CybJ+cgx>7~u5mo7UWT&kFK-IF=0rct#K z&_NNKKU2Zy>MoQN6o(HKvrDHQ(6dXIU;ox$e*LSTyL|G*2gm4oXK%;0Sly&I>7kw_ zBQLf%@v>3Jj%-sTvYK5wbwbbbS%G4f@=c+9vn=228s(cOnlhz4J5jI&J^w(l1qIu( zZo#(PPN$GrJ=9y)Dwg{8yQfa*EqHQ2+jT)NEV(~9mdow?>4qo1+ju?iCUP2cK_U2I zlb+Sl^-5>AqfsxYqH6%oi1l?pRra6bI0{|p+k^g#O4|L~)4)ZXhm)<`0}ayr8lQI8 z`gDgdshmGSQGe#y3wG7nr}IwN+*uY==Ayf7E^^Ng*Y)6DP&h=(NAj*!9^3R??si#w zymOEu>wul3kneDc8HmgIzy!xkY^N9i_+>BnRub%`Ulfc~5k#k93y2oImsHNV_!R}^ zUi4m8ITq(4k!dRqCCK)0^zLR4xbU;rL#B3hK)=Ex*#mAhTV`AV+VZgPOmoa)ifpd} z0ceMq&Q@X?8zH;2jWr`=w>?63#T00VjB0@7x4Z2Da%y~l>~er)Yd@%IufAc7XeoFM@lbEx2l}8!dWIs-|wt`n)Qtdryzuiy;ZPXcrwFmu5&37FVab zbHp4kF-ePfOl)3t1h6bJmlPbvJ_p9Spke{?VWZLtL#VI4-D+;~_?uXnj zxS1=n3rbiFz{7nP5Tsmz1?oStoX5JqMqkG!v|~GYpgDzt5b=Sck51lSx0Cm!lLIHJ zFP$8-^>WcQe%;Oc=;nPqE8RTP*&2NfKJysriw-i#WA?ScIJ!%=Ng+MN01q5-`qg0c z>T~p3uSUJPM%}Bek!otxWsN%P*9Z|mYu3pjpn6;uJ=Up9pLhptD$sort%gc=+Li2B zXTtL?p|}@iv--02nq9;Q$0OU<9ks}*$B`}FVp&I;B?8*{m z+c>hupb#W?yM~%Zw5R)dTvN&bi`C2u)rpJI*fF!>{_Bbj^g}BvD;GV13+$K1+2;Jw zbBA}6pv`&Rah`wf@asJRx1w+US-0pfC8u>CEwTA0<#*m*OZoum1N_dP=I?HG*46!` z|NXaq<695?{Oce4FHTl*SBu`0ZXxGLRPskHo7|&rX+Hkk1tIesAgDZW=8^8^t|B=i8P2o+Q!%VEcO`Tv zu1qM7P*zn_k7F2Tj3MRQ`?n{*TrEr-h_4=T0y_j{bvgjC>28H{rSs3(*Nkgs&66)) zurxjZYJ9x92V-aJ$`?|f-Zw$tO&YsP8w=vuco@%MER1K3U;<|>n7}Ux4_pNkBuxlU zMkheOiXezrM-bo%Y#rT2@7xsre}3x9Av~dk@O0J<;c22c7FvNk&rh`jc{ED=esNR3 zlYU9?cAvq5>`*#W#WcM9(K?XFJO*|WE2TuFG;QNeQlX~l6C*qy*r1*{k#C+!aL;3r%qun&(lRQbU)QM1idbWy9nq|lxqnj20TtK70cnSh2MAg$w`9Kl8 zhhxW81%o_swhD7`1-o#QOw@t65KW1WhY|&)H=)9Vo>V;6RDmty0dpPpwDjtGSvzFs zjXT`niXl4}KH7xrgbWCI!w`-aC1B$Ntr(6yOu17?cbqk2c5E4*sJqyt_|JTFjR=#6 zKU%&2XjM@2Xx$L&*Gsb1b)d|G1j;P70%a~rHEt5WEEIYxRcSKX=1pg^{`liar?#H^ z+neu+EEYr-Hpizw+63E#?3u=sr=_J9q@@;HEhWuzYpbEwE$@24HkUZ{{AS`!34Hex3ie2nh4n6#fYH{ zAU|xF}y<8-?Q1&9mg=a5(T)6f^mzHp#P&_y2an}lGONAxbcsYD| z*ag;o%LYeW`B6=EAfvl$L2tN^7Tcroa|(xBDj)v=npG$8iag3s@fcQBe6sZOXM-T1 zsVi_2P$p7gpD07Rt49Q^(lcUyA0RP=9kB~ySCJLJCj2ind=h^@bLJ@<%JV0(U!ipbFw1bUa|WgL?tX!!JppK|C^Y92lFltWN*mdKpJd*`}N&!8hcditq43Z->r zK6%EHKr;QwGf$0?;z>6H5JV>3O#69Ob+Oc%&4c~q01S0NJ5Y7NE=Q4K3yi@u1e%$S z@Ms*6ExvVR;q7j<86ki!7#T~pC}Y^k9LscQ--x(w&JO2WLD46-lEFc&ckD<$fbKsF zTbr}!J+E>OD(6*B6yT>7EPqwN85WL80s(rJHd$TjEjkV;PCV8^=?+5}v@)HeWuX=w zw<bOwB`^hbLE^dw!khthrQ3_~57Z@sW8zCFlW^YYq3)XJt81PeH)ZUZ5qx+O z>*bb7J7>nTheoj2$*>jGX|m7TTDclrtTV%G@@#cwuw<(lN>8V54{pt8z1GAb-p!sl zy>gx|W(cuqQiMWeh4;vD6R&j-EI~NmF)J%io+^z;{Piz5hvo~a0k2ziY|LJ)`G+8FdhbHO>9N5V7{%cl#^va}-ZqpXTxDa@Ixkkwph&Ymhe#a%_G zu4Si|Ri~0w$AGbtRDg@#F$sfUo=>|aiz1Z`rLtjN*|4r`*i;rL>B{DSf=V`ZCKbB~ zj+NichZrLk-(u-o%!S{+;ADRk+Ryju@1v=Xu2BYzI4DTPFW;e#IIi=ZlYy1@iQJK? z{se_mbZnXPZq-e&t7(X8LWWgbaB8NSs?tc~0Wwcw9WxSp6;-_p z%j^Z`$KZ#kodazwc`JYp&%W(xZ{gJX>sbBmN51d-uFt82yanQ6kQ6)!?Xq_{*|&na zWMql*WLbt`8B{0uIzA&d3_+5!cjdU^9)8lfb-wTUuFy~0lVo~d$-C|g{9?^Q)WNqwtI6uW>s^^s`0Na6ZW-^ zynCVu#Sa4%L>^>PwOY*>AUy!GQ#>oGWP<8ONzki`ajftf!FXeW@hmmWaWZ&w(pdCX zT;^%AJhT)|$B_WZa9i$YpAGPhKrX%*=pg$dOld;&%Sast88J&u(oCVJx!|lrOH&n{ zyfg&C`C{TGn2FA~jPKN*r6S$t-3}NA55dHQBamr!wU_atmvLipYL}OdnVpJYzYQi3 zBkTeLW_4gLL3Ih57zk)$B;aweNU!XBow)u?J{ZxQG`n3Z2C3*x=TVFpk=s1`f^RyXnptiaR6swvNEnIA*36u}&&o0>%<` z$-`jWlOy6@#V|zr=>1&LC04aM*`H!Ai+R6Vtwy%f|EWj!mfUGhTY5T9eT23t$gK^m zr$BjyRg6;>apMf51hht3Y|Hn->y>XD#o!L80!2>?+k8n*Yh_G`EVbypukeJmMVaTF z(meF(r=09DK5`h*CIJs!VTh-}CLr(=w1Jz+_n|$u$|@wFAq<>Qcc8QZbXD@yRZ#=k z$3EZo6bfVq`+VD_D3HDD^DW;a(*>W166hTTztcIbOtH%wZCJ@I{adBhu0yC%wapue zhEQcjCBPrOw$hAB;6GMLi#BPoNzyh+H%W6gX|74iY*N-F#Wtzo8)OfrXtSi#GfzJL z6s$)d|8%t>^U&QGow!|Mb{2CY?Q8}4lyqWGIB2Bvd8;~~H`e*Qy7MK{`7lxnAgnJ_ zJXQ%~oiE`KC!H^7hEv_u-ZgeUZ>;lq18BlwDvsH#@)UA0cM*oa$*Oiv?OQf}%sp`@lI=}k7 zO;^}%*44HPSCitUwtnLTGo0M zFA}vXb<9#U_h3JG3EjNS-T;xkX}C;@D!YEVkH(HtAW6&BGeE ze~aFXpAjsO=`MmC-ihK(LlDz?hOm*=V`&wz*kV9VfGF$D9xqlYEQ4qCvLQ|kg-PF0p3AdeO!0k+I)AphZNAb&JZ zVu99H0r`)3s63iLHoSQZ$bW<^)`9%Lxdm)Ftbi>u4N9QV!D2XHWCxo(IBRF9_^1K$ zAI|Gh1#CGg^O1BP0$UC(kpGZ`i^aSiQnT*>K|oe3RZ_v>w^B5#tmpN@d-367s7Hcp zInB#h&r}^~7RYvrj{0zYi}eUUBk4r*^5KO$ifq1^uJebQ5{18|*cmGbhvxdD7J`2W z1sp=sZ3zBhPmlDlhTtEr3Bf??>XlYa{XgW+eW4_iqDK{)CLf@dk%s?^=gpSOTZ<;~XS% zybQw}=(@~Ty5&rT?oOn5pTtZ=l3r^hUiaD{DfI6_a!2u;*=!C;>OQRl%To8M&-;W2?lpe}JoQWrZ9yPp#6>-%N@PV!bOj}5p}AY7QL2i&Q32He>^L3jC14!BFrfcsb~ScNcVdmC~Eb$2*UKXzPC`9Ub8 zARjdj5)Kawp0Z3Z{ufdAQoO;u?v#vNsmjE6yr$9hZ{TpOcSKR#v#K z6i(T~9o?cCuuBDo+B^o~2U_})wN+5T@PeaW_{f(&qO>eCJ8&PI)=89@I*-Jc>A0UfpDJl97NYQU+O961P*YxUxXsaF0t)gcBShYexB-XVH_Bv{^ zk8eQDuC9;MkL2aC(*I*A{Rde3i;gIo-1_gO@OM(t5SiU?D)z(BvmMT1(X()@V)0(b zUsbt{HnB@{jOj5yF7mlK&Njxa%?68FX*=FgIPFR;mlUWa$bkvt867mT>%jc z1&bEo!A5+g%*D?>g}?Tc=Je;Da>?=e*P$ z3R2WJ%NdWeTkQe%mFC&1YcUMhJX`f!XRBW8Y&DoTTYcJ@INmwujGgW5xx&Hf+ibXr z!q^^<*F_4h=0xbT#ScryZ$1Ul8 z4S6v&7wZ>!Psu%x_ap~-l4!Jd-EGkvdl+#XahvS|A)oSD;lUbuK~F&RBD=meuYR^V z*OSJuw-4~~-}TMwwrehO2JzNXutk1gi?FD;lU@|>HushN*!3OX_k0C^5cAS!pK?r) z{YEEMCd>mmiI_h{qC%o)qMW`V?l#9+`r{Wr{AWM$sfR!F@16f9bxki1u+i;e7%;Ek zl`aul*qNp8+OAOdXmoL}F0$ID=60(+^4H>S?`8nJ^K6uW%W&AR-8rHrg>`pkXrFaR zcUvBlfsU@aJDclrmo?N;>y*@XD?--#a;kX~Pc?7Cv+E94V?9tR7E2ZF$b~9O1>KES z(0j8LT*zJPNVZi*D=k+Rx!oDBo;xWDB~*rpMF>y1Cj=?Cj)DW{M@2$3X~3D7T)ZYA z(vg73BIM#lB6S%C&9Fyohb^4O^(rp9->3FS9D7zpxdY!5q2B@Abi*pHGSc1eQ^*7n zfgE&N+0Rw)&Nc6b>%Y5RiQ_uU>(!pT%TlE-8xKn{9hhgnQil^Fa4y7$7?WH@=Z4p- zo6d?~(XDjX>q+g_Dq+AEqxzG4F~R^C;zivQ2jxd_WyrwLs^o~zt-;x(20=?GnGN#qUYSW|5|lK9z(8)r_FHr_9c{^=AoBPkMn!&@0JkfEJcOSX+Xy z4!2r>tMx8#u4?*LuxV!B3FMtvJS$>`>@*ea+$PMsZKaB(iQpiZDj-NEgkgrxlc6Tg zU4x)-FIUNk6fWkK=c~qpe^b+xF^PNNv)(~SUR9XDwn$)`lCC3hEv48tWsDcQd@-(z z#usBWWq=nOWsRjNW9)%$l|ClDp%s7IjwfdPa8H~}D#|L8&WV(If@eT81!WT{H<_b!ty_^{Fm;hzg1bmtheq`bSsye5CjwqzD-nlKqLw z6&Vl2%MWRE72jF!J|98J-0XB9_}x2^yETdI9M7GM4Nhub_sy?VZ`SXr`aKIL;AS6o z3zbF!ur9RHb4Sew#L;bz{`)Qc`{(0j+0!aZr7BL9XNUfhIl90H1g5a9$#vPr8ZT<) z6-wX?O&yIi9^J4sND~n@(s+24G=i2i9Q1$PxAE+qZf>0TGDm&7&`|8$RQ$O7ey(8=n#_7ZJT6 zIc9VSYYhiT>nvV4^0ban$;igLgYd{!6c1ggo^=KRY8zPC-7Z0-lzE783iy^eBY&#q zNNEkNTvI0_+vk)HvOiH!_SUPPcmsuwq&Rbk=CNIc2-;$Fk=TXAC$!Wq1BOK4u-O%cmCKi%L+m=yy;za$ zPm{#D$6oP+owx3T-3@&(dh0$Iw?8PJ{Of-=cp;cMJM1l5%=92Kr(PeT30e( z>A4w>Hg?uq3Yig6-I%s6^LOU~tA1YG=-{IslNuBOfz zL4b7D)EVnWde_A|0FmVSQnaco;g^;4nvaah5r+;jv{|q;FxcBLS{c=;wmjp2?J2z1 zt|8@YM1idje9ItuqvIaqXK^@!Rg`^EReHh`89Cy}W8>$p4)at4l{2V6f(!zXzQsmK zwxr%w!q?(9Ujj0eZEAjm404q@+^TDU@@Zv$cB}h zk2zWPmFKv$S4DdrIPS)KojJ>3oyz-td4C}9XYh{-^H{4q(tVP2$kMl+0SrBR9eVff zbp|N5_DoN*OC-Bgvg;$eejbDCL#KJDxqcoZ7x?v&FmJ$9DFCZj!aw=(b~tnFh4^bE z-O}6PWH{~OUjv>t;;%lYGX9nBbwc?o!KB8&dV8H%yefca2wp>y*TVgqUN0}AHxWVQ zwW?nsu-#fWcEVirmBi}{>e1P-IcsDq|>6zaMm-km-cRwN}F)J?P+JN`I z;|JTlP5oBME$ur2bz_@oy!bOE0xw_Y6%a}3MHl^{uojTa2ocr%5@FUN}c!Y!0 z7^ygRzw9pO2#)i_MDf>dHQUxDU__>TVZ~iG>fW*lh_|?n8K7KY_N5qEXG`t}Zzq%t zGd6!s6Nu8y^C8OorMUW_0xq9R3~3@ot8MC4wdDM;ocVz?L2Xknt70gTy$`y!ECS$K zOiA)Nx0Fy)X+7MTmL|ZRtkhF-^(-T5^>lMp-@|t=(of9s)8HB4(ErByPW-2`0Wv4Wd))XMZ2kp#CYrix6dCt zP}g!Ow8Qyt#VZt{jbyvONcwuS;)#l``0#F7@m}lkEbR%u1l<-$z|6n)%LdzbH?f-Xm(l=Xg_qz z4got@FVOS_!nQ`w8~p4m0;3KPC6IA1t}s6k0;5}Fb)9;*?AG_>G*8@^cQIs;c?^i2 z#N8!hPs6-p-j48LzsJZ^LAhY7TBa*IERcI>D1Cb+Ts=6P3D+DPR>Jn+a5`La=~ena zU_=I)al+1ySblgK^|iaryO}7H-n;W@eEW`kpxqnX_hFBPrY|xY6M?cQDzGAP#72YO z3`i&T0k0Gltsba_04=scI338j?froq@~q(3eW&|AU~TPnene=w-z&7-KP>C1!yqX_ zoV)`puy+F}5souFn7B!X{e41wv`3J;z=qTjR=8J*t0vvl3d%8;>cp%`eA#E0f7+F@ zs%`3=yIWoK}-f>hCjW2u06`~imj7KkQStoiSIa*{Ay^xjp+*QYyWe8gs*3kB8rFTA4_y^uB03q$xTSp)+0Qzx`5j$(=p4z==^tx`PBQU8)2hH-&>A_cc`=Zi18Q?IZJ(HyCx&Q*A!9f5 zOph=yjo$pwdBb``=ce(%uTAR*e)-2Rbk4}oIXgadj@BJIM{5n8Q|R$)4xQ7auNWUX zr{8esykTPK^pBP6goxd+*3db{;He=8w|eOG>(E?Oycs$NYYm-)HHJBCA8j z zE>AFdC<8Y`bdpQfOBPO1bOg*oLA&A>yT(1@M*qQ90{7GpwGz0}{zxl<%j}Q066iDf zNw@8=>YczX5Z&bxpD|uQ_q(Kkatu#ru;V!y3y$TaDgaX74^;qfU;)P_6#nj7c8U86 zZc1+yi|dW0dF*G-JJ};N;{yK+rv&@BH`N}ru|mFd7rpJZG2k%l@yANp-3BrP1>$}8 zy<)7zm$}{5V(AuY?aD>(?W-R01-45OfS7(`v24hEc?%n$eI+GQ@dcV2ONy-a0N!3w zruFq!@xZRH3BH{**CTOQmTUSzo2`P2{Tkp2)!G_M%SWZB;2H_XVm0cfBNZd9f9<3> zF$1=fbje7$cG6-=AES2C&XVTAS`lmjNJ~>$F!#HrU}GBE6Aev7LsRp1jH#)){uY^Q z#+sYjVF^v>!kx%Q9Zw{p5NS&xUUnul;-WL55*M5aop{!nP>Qx6`Do0K+`>jSy~xTJ zZplgZC;pfgi^JtzsGT(j+$CFgI;#VNcTcnD-&v*YoUj8RZLvwyRhn+n=Bl)ofg-EY zT6TrFN~N;&xqjXuC1oX~hj7$}+y28t$wfg<*lDj0~2H0@xZs0s#B zHW*0#XBG^kbhJ(|P`e@MevPvl^B3%@KsLSh zM7+~Z991Nahe#)HG2z;jFr>E@KJ3a}d)&!&Mc4epvafvCm&0sK4h~%l(eXIT>Bw{s z^6Ui+X>h1KlzKe@Z`R1r+zw>=&Y@IQZ=lO`kAi(`%wZ1|u0wom1|ca#Keg07S@f6m z=|>R4(azJY@(iU+UEP0#fhV_F&qph1i*g(4fFAtZHr4S|@QY8>8e(^^LhRwyiQS#3 zFP4#Yz*BYT_=oj~zv3M!;;k5OBH_RYt;uH6Q>! z!oWSB6xF(K1s`Dvk=7RrC3w8-#nw{y>Wl3qsXv55K9rE2ts-`fec>)|foGHSN~M5M z&(kiU{0H{WxiZi2y1GgC#0SSd+BAxqXq3~oQJ!F}K;FpBAlEhnjIJYo%m7IupvsU;E+ceqv=rnO&Y z=iou_!`F9DX~n;%2`SuJrR{9Mk{7GA#U@QxX}U?9tJ3D0w5&?YnzXn|tI>K1w0xfA z?7rE@Ap`?Q*OHv}F{f0bk``bdPmJ-igO%%(F02o`ypOoT^8T>Be#jNodcrM6yVYr2 z^|yJ8yVYZ^9z6nYMClZmU~|l_or;(^X3+m4dcnXfHa*}17l%cn2hD0dw$$xKst3)o zKDI3H1!#w}@zfZ$jzP0gh&AoJ>M&==c+p#skgf&bS0mnjXZ8sao@*>xBI(?PFCj2K zy2fE4g-c2?yiuZ~rk{{MEv+xMHvPnJbq&T1y5y+XYK0*X`tb4K*EyUl;Pg4>A{eBh z+RJ{+twKwsg1l>9`QYc#bkYGvWT!$p$f?diH)m{8%p|l9$gQ5mEpM0iG=5+FiO)M2 z*|b%FUEVWp{fYB#nSD%gPqWQCY&Wypyi7*qKn@s5x+S(_Fz&R%Qk8_I%E>Q;RkcmM z#ffc28f62ov;|i9_9#_z+-r2k3x8};5PliatKw6VSr%e?Nx0c7UKJnxP*k{;_BkZu z6$aYIgP}{?i1z8_&_ld6FD|Mg0i!WDCf#~F(vwrsMCd5pDn!;iuJ*&(pI@-qKdvl+ zhXk)V1)3Ta}NwRpw6e-CH)TQMjb&Bpcfvp;`I15a=VZ+UIK4iObZ6$Ur1$f^59>5!O4CV zxv{{HE6{oRi{6W=I9D!N1n_{lT|{orq+-kT7rp0gZqKCBwLXH}{)Lq7*;J@h8CqQD z@O)aen{l#7q9(Teq7ugghg{KM+)>pw(6-lZm5K9L`}J#n6)(P|7znfBEC}|{+2uW$ zy=7UQsj{N{vyX&tRXV{ zEcvJXZQez-yW(jRk=4VaZ?iuWn$w}=IWPC_&vcmmLagKLpT#=Lei2RaQd(vY$Bf$) zn4++;)%!Z+Ul~65cq){?Pp0&CdYWzK$bj~2TAHVAlXbG+4K4F92GCwDl?+3swdFJe zWhRpZW{s|}JP}zyAVSbdAjPxY61lqBmu=RzxZ@*qCLe2!$@oqtX10bvl;bjUWvJ@! z_q?ub1J1e@=0L0(@2YV)-d_K8J*ab50DbYSW1ju&Q#He;?9?q+eFLE50|tTsIswf^ z;Uq!=@o=a}50X+uPPzkeYZ0me@he7KcuvvZ4QL`CeA1vhu!uVC{cg18em7iazZ=yX zFNu$xpgVv|VY9vRYp#PeH)->h3)jzMf}u&29EI-7xj}3l@H@EZlG#EW#d<^nShcC| z@r(>-!DH3{G>&wKm0%0v(|TZ<);&1ncHKDkVj}Oc1GdE)jfpi{U#w9TR}cy^2?g70 z!3?EVtWga!lqRwyZ1$YwoTM29ESR|qnRLkmL=>Ga&bhg>@0y*ZY??uR$wsq(^@K>2 zG?47;m0B@%BsBx6vsE^i>(@JNt-zh)i#;4Gf-##A(?_MQ-?dUHQtlDz97Bu0B=<)R zMwyRu9mysui?B+Cj>J}&0(f@3h1wU;Z4%CB;8^L&hc#Oxsm7dU5!SZsy0UIoz(kR< z)VF*w<`>nCxv?7>du6$yTO;H)btl$uzUZ{tgF>EnYOp%OhS3yn0r<8`f`9M3eWmWYm2~K@C(UeyNqO2WsI3LlbvNE<7 z7M?$F=o~et9F?ixYm>KZ6?;j&v`$J3Q^V7TaLh#Ho0x1O2Jle)t3lD~jiG3*F=|YZ zr1)26D4G{Vm?J9*`*=*^co)}}F}_7Z!jnjsk7>7I4e`xcTJry@?a9+l5#s6aznsQwjnKi2sM$9bpY(XSxV_7V{W zA+d>p_MB#iN*!$j0rT9=Bpp<&R0!?FcGj9T7gz#&e&9WDst^h z4r$f^`_Hfhj?^Qu-LCoJzKZ|4v7`lgE>2(T4cmLx{0-mkUP^ z_^S?LqfEKloLo}uip+2{)6&QZrDEj+ky&&Qcv1)Ei=b+JoPdW0b(DVM^XsuFB4Y#! z{}9wedI{g^V`zf9A1nML1=XztM{v^xyfM`e2`|w!KqMar*e7EoSP4YLZ>$m_D#3nO zsjSPThI_0CP@F*fS1e9Y7bj>Jr_17qrUm44td(+Yy;?OaNIqdx9EIX2TbxFpy)ixZ z>*DwRQ5o-aA898oxMg0>q@ zGAR8gQ($1I3g-l|9^M1^jqkr*Ry|Mq@N5I#+XWm17zQ9BXnrLq!X3^Zd9p7FcR2sf z=$lv-x)x$ctC}-j31_^robjsRU{`X$Ex<%$obhz+$$rljB*f4pmW8oN_DC3c zfZ=Smev95YG9#a#BIO`NdVHCyr&w0>9r2#wsy8bLmOCoQNSGDfVc)Sbq3{H@=J}~A z#ED{q@$dZtLUgAzb$N*3W&WWwG-p=MgHP>c@YHkv;h4wLvgp|c>`4Rqw$&06ULuqM zrt`k;Ksx!XfDaEqN?qx~ay}f_f_#$>@+m_ek#!&yq_lwIci4>iNLp&5^u^4fbSUK? zYK1_BIeBg*&t>Q+*rh2wyPI701ge7yx=sV6(`6kOw+NCQ4=9^>}uiPm2t1 zEi!~UkUVf7hOk4auQQ$EhXuG%?(IZ=Fi)}oi-16)o&fM3+C?I_VH)U7x2Iv#CnC`= zY+|Vu*^l9)cNWvoT5n9T5_)(Ne9oLYkVXWqq41_{qcfewe}6uWfY=Owe}ECh*bm<> z^0*n!A76vA-=x)&zuUW2q+%|8&FZsx;_P_|u_HiTw`VSV^nAliz6-pHs1b7d`2Sbs zylz^Q^w+QXDP*^w@yBUN91<=4;KFI%O2qE^bulArnL`PC(V_@mYP zk5&c6widpxkDjedj$Rk*j`sBoPSb~dN6+L_dX!U63-&Y;g9Lm(wmLc-^vp+oxysNM z?dgxzMO(jBbhYE6r+dM3!rYp-d! znThK)EiWZ(w_ek>_$~|I3Ur?p(T%l;_K1jfuC=D!ZlB&-KfQ=m9W-iuO{?sh76Pr- zv?3qh3e>OUWY3aCu48Ljf4uoDkg_xOAlI~&=*HKyk~$FV(NyHx=Ps~b(?Y5Y;3UeI ztZ4^hf>o8&h%JRRZ7XFDG{vc8D>0wdnpO%wgmb|mJ$$5aboNMlIcqbK<*aHiXDel# z&?na0f-%)A!Juk)ENABo{5YkHOv#61k=fKEMRdqYES#5J@g6Q_(HKRDqZm}NFQ?P6B77qeGWg|O09Sv{)uV)hEf3F_hm?cyxj#jI*CW|dvcuBA|` z#skS`t|?Blm_6QBWN%D?{kk~SVwTzH_F`7q#jN6DHm(=5YSm))pY_}ham>{uj(Kdc z%m1wfNIr{m{p<&1Fy&@doQP|$O|c~rDeCcwWLl1td2%9I!_h_IbaO0ukpqc&W+Hhf zxYw0=ej<4fPOg=Cu}Owe?Bnikb!WABI_nla^HY{6o*tBU);zx5wo#>1U%(}xzR;zP z>Wh{sisz9*eE}m>#V%lBQd%UfzBRXeiz|ItC|9wx!eNJpgf)A+YnklX0zkz#FSU5; zm3i5-2+0>)?wB?`E9*uXOP?$2RvAmzW!)@e>5FCEE@SCC%erC4()W~g%hc&lROL*{ zw$tzvRWXyY?Ku2IRm!AnI}blm6*4K?4#ZDXWlYMJ6S1_idf5|wNOr3yFzP+3Y#uK* z0Q^j>=%(vzA62$&&rBp%_1H6}aQk+vN0mhs6whA2@{jiyz3p-&yH$?Bx0dGRfBBS? z{d+l-UDSbj*gXmZa?gU2Y*R0LSfabq=+ex!9dlIHOY3sD@W!b_iy2M6k*8My?H{fzh_ z@mR@keAwg$t?;AqG#=D0jHmJNa%!j%o}jKa3*IB?bEluN<8ga zuKT)r{x;92>ka>0#IA~DP_pH5Bn%NkIGp_lk6l%@f zac9Ncar*O5Rh2mN+ZA;OmZ{Zv-y?N+oxRm6B^r6gZE2qp%{}9`v{XswmTI*y^v9+L z0Sj@)=LRM|?Tk+ho&^XQn-!RN!5L?5S90phG53tSn-&I{WOvG9z>bSl{QsZ5w*l7U zI?DvlIsO0r_Px52u6z}Ix)J0GOGHpcGO}l)^OYrAC|)@fyLgA%9dC`daJ5{NucFd; zC}Ca4x*2K55Dgm`596xw1QVHAnh%*>sN1Nw) zPxsf~)s=C6fXq&mitpE_yHB6LK7G#nKJWA7|E_@sSvi*+kyyOaJ7Dp00P1D=vRwwaYKIE??x! z^R98Y6qR_)L=YB(wDcnoEtbXK6^)dn`5pOTMQ=C2uflAh3 zu|iRxf`KYkskvC85yoJ#qIkMltiZ$fQp>~FJW@|SvVN9fp?`aXQ}F|3C@aW*ZQ@>rUgy5P z%HQ7yG9Lr01OK*sE`YH4EEQj7>S!zl+&%Fw<1)fov;KhkAYKm&5xdP!C{+JW#@pKzY8O? zn6blGduqi$>h(q>{3s!yQclA{7S*wf$3FGJ&m(ExMt1G!^B?~BZ=ZVL_uu~#l6EoabD#Owpa1D+p8MbhBwc4CI|KV> zgtd7@IkGhWWehqP8Kdtpw~wxS2R2W)9V@5tch^$6c9fs6YjLpcNV#^YoEfb>VP|lB zUAYc_=8u%?NA|>#a%QQV#l^FBtz9?jpRntf%5_J|wIh3CbV)BADc9qIwYXr$PA~DQ zsS``(v|Pgs)**v+5Yim=amuc*Pp(@k*W>2(Jjwg)OzY0|xN|-4vukm3-S|%2hkJMe z7vNU>oI0^&c_jw?lAT^URZcCGrh*30WWQr{xU>iY&Tg1{@!bR>8JZ2N-g7JGgu4K&L|d z7Ye&TLmzP61baZz-ay3d?M2kKI89iSqX}zrL}Jnq;62P~)b^M(CR4Q|q7y*2XAuIl z??>tP^u47r-m2~>`Xm8*dtEI~)|uOQSCK%aLJ%pM{7}Lp%<$D8tp+9nXQc)t1x6pl zol;`&4zJo_`$f{&Kz2E?V7tfO_q6Y9_x$@B`BJCfR*1L?B&xVEI|jkN7}kMY(l>$! zecsGS#LZ0QmT~_dBLsTh%yQ&0RLpqmUntCrA-V&0zb=pmA;=y!5jcy!yH>)5S|*^d zZT|6MOKl@#*f#t4a6TDVjeUh$pOTi3)1Il*X2)sI)@gQ}CPva`yo4a5yi1~x?nDHf zSS=((uoUAFf!9WC6UP~YT9cb7g7TY~u#osuY)Us$q)#vGRCmB>wAtJWe0FYQ_5d#d zTx75Vk%e@6gl%_-JZEe?0;v1A_C`-c*q?i!-{{t#e~zelJfac=m0muk0*t9-VoU+? zeTM{DgLH_(D+#7TmYz0;8^q)givJ`NG(6wJ&?BImcQuq<{bYY_yu7~ zce{Q;qZZHqX|%)XScnG7y7gB97E=cx^4`Rd;BA5Dd{u~Jfs`w64EAw+H_+a2vZH%P zMQ<|LB$2d%jFW)lB;R4^xDvCCp)3y!Q>cwOj78gmQ#VzljQEdHu!4eVi&CYL?;m2_ z3V4e_ugn!4)WE^_52MW03qFd%xPK~C`SBqeAEcqlcz}M4G`&?B_vVFzM7bGv_kO}h z64yH<7Y8dY2E+P6FqR*3i;EZ4!okwe$_+RXC15F3CN%EG{k*;fLOJ=bgixAr?*|(L z!aPGECNu8V3hV&5^s{QAkr)Q_haU>jlClTsi5Ep*EczGqeun8|0(4v5XL0}5J#&R= z-RGG*z}JEJ3KR;|WF+n|W8#ijbfJjRvoSe4&>!;tvJWJ`jCQ%yW)*J0%7mr%^c%=N zJ`8FEK4(7}->49f*-neL!+^E}p%MPRj^DbFwu5&V+#xr1TeKZK7sxrob7R^LEcM&8 z9T`_RLfa8nqDk*LIsyjkutue+@drrz)eHQhY8ibI22XkrVU{H2mi7r_>XJoXg`?2vAgZhf0TtO~Qo^{CrDlm|$`s(y2jx>)DHiJpQ zjBC)m{266Rs1#qAS}h)8Icx!^-lQISySttUXf>}Me7oDOyfPJr2%sT|1TwW)uW4oA zeFErXTT?pM>|fz{`H7W`ELnR_dw)tU(;w8^&(?9v1hF(npU8Cos1*;s2Woh}-*7M4 zMk7qJ1Tk5U>mWR7FAy$}y26rJcu9jgvWF0_O%@k;?igHMs~dAW%CvN@%;YyB|M*6v zb2gqUyFRriUyeSa$ZQHbLyL1JsR2TWVYeOI+gm1crG%UGL>?e&GuPM(Z>CLF&1RNV zHvm(>CpCGA+r$8w=99CnDic-^L3+Nv;!)pA5Er^i3GD)aR9FxZohGeB&I&i{@mhd7 zrP9#;k#!@o$$YQaaFr(OVP3@Yd!oq(0+<@g{4!St?TT#Uo}d9%-5@P8K+^?tW!#*= z5-x7vc$Uc6%m#Di_;zuRwXS+r5s!q0+FYrc>z-2taE-5|OqK0R`wRuSSE{)(Ykb*h zWwZA6z!-tOpv(l86z(m%b7hCu|A2R{cP1a8d}{-8<(uAcIMv-EztX)#3;Iz*ctJAp zWOv9Z+ntl$6nb#fm11C0)Bo02S);Vs+*SQseK?X8UELs0-5+ zu)|Ro*7!Dw^r|!Svc7d`Kzoi|)Eww!1kuGJ*9~Di`*~^%?po~XW+Mvf=uL*#2kzOwIMXmB z>HHHZKcKbfF~@mLz8c_}^vlg~GRq%Iicky=sRX!%_)>Joss^Nk5Ov19Hg`mIA%(-9 z5xoH;Yiw{3rIzJVC|qh-inStogMwi=o}{PKt(l528;2r3pk)OBY^AJ7sNP0fZ-#(- zF{_Rr5>7lMY#tK6)uPvz3>(_7~@#=+lhhenE3H0rXO`&|BMd&ujK! zEt|SWe)6|A-NNCgsmUiRbR0rdsVBUuX_3gF0Qbwr0CPZ$zq`tyiRq2GOiF3?VW%Zl zSLn3JLO)Ne7Bkhjz(K7Lw1Sz4NiAX`v)Rnl5Hc=Sj|x{7;zPSK$To_4Q}ZtR5$3$C z-R1QQzw-Kp-+1*~Uu!1~iJ%`(Tq}+MZa97Esnw2trr|%!J?}w1>qcXXTVo5*fGu&L zZmd||W~|{Q^ACMDu7A?10op2q>DD>Aw}&d_&X7NEZeUWa z8d8RgR1Mf5B)j{xQl>?0Gsp}>zLeCGL5pXAn{9cyF;3e}0lS#z2$$-1o9gPiy4`kl zyQ@?;mg*)_-BhZZO;opgh3ZCEsBUtl>c%UoEAQs&)eXMksvBORy785&8?C5r_!`wU z-*D9pu29|RO4SWlR5y5y>grXhYr-NIlw|K~thIlIW2to_wN77Gt<4o`9bT!{!HQa& zE7!V9ll~^v{Z}25mrdF)DKc&~M9K{uD2mYof!n;Ff~rB^Th$*X=}17fN*GZhXAYB4 z&IJnv)WFT5dGqA2{1a;qKVGE1I=%f=(#ov&aL2MZTqvSCm3~O`Js@Da*Jek`>>vC1 zk21D#ojkI~n=|PZ&-5-o)4`d}$Q~~;kx4|u9`Te9jrhDXhp5RuQIJkukiyhCOx)TL z+wl+3Iynyqld@rDvs0c~sVV~RDtwqEEz+(r+SQ2LziwBH&#iXm(D$JI3Iq}D^5(RnWa;3B57l6^SljGjc171RYJnAPpB$@1xbkzzY0;{C_ z&&^eT`{4MQj_Djtu~2Cs8xom^6W!na9PG2pr3#2?WlpHLK!# zZkFb`O`69Doo4>ah9Q1p7sP0~?j5MW&Bw|C{%%_;hk&yTS;HgcaH-6JVaahk4>6z3 z!7M>5Cytc)Qn>~fuYrgV!7WSW)RA)7z;32-!CG99+rbjA0(@p5*D!-AWH4oic0kz8 zz)sgErvQ@ye1<1^pUqo$PUFsL-e-q6IW@i$_u(F%zy-J!KLNYpl>@?V2217OR2jMC z5TmCLyZ8`aQ$J#CI42f+nmXeA4~_T#i&+7&woc1#PUrtY)61Wd)uIUPV6@?QIW@YZ z?jLJx-V0V4TApBDaSHpJmUcM8JU4@{$L1*P(Iq<=U3&G4fA!~|{q;-t9=U%4(PRz#Y3eGYluNX#=OJc@E=-aF5+nSu*r> z+})M!%dgwTM}XJj?8k1Cv^y%XqJ)CW32|~+PR5wX#kv`~BYVoG9odZkkCp`y7D)jG zRmu>Oq8qA`DTxga;Mo!JJ20aRM(X>E&O}8EPLKmT9O-vJm{!pg4a+mnhPET(J#5x4 zAx~UBMyo=ex?Nu7$=Pjar%t&`YN4cnGK`q_AXlM0riKtlf$ccGZ~%5CbVFC#K6JNL zRtxc1-IQU|l%c!5a_UuumLdpm0?n{$yR}-4AH6$y@tv5Lo+ryeu)F)-%yf^MBXIw? zZHx`Q#_MlTh)Mh%ViCH=b0hLZR7)?xroGKs@9$6|b5lnC`k+>jO6KTsxF!&1N3HUd z$!`dPlZH5*g9E4IQ-@>jqzLK3I1JQ?^bLQ(J2bQdl$OfHz&mm7idxqL8rAVGj?1&L z;#TRAO&~=yeCy6_#G*73A>c`meRI8_e6zf)#tjxBh95o^Id$HjO6n%VFdsJ=*6wV` zRhq1B_Gr~6i);VTiY5cUd!Nm@qRph}q7oE_J2hVf0=JTVszzR4%LyWw-06R@6gck_2pkKJ)6HD$ToYBtB$Ru)U~;jgtU zw@MWDS67y#?l|wWQLC3lO_W8gEK69widep#Rqc1tyMF4|0lJNFB+bFtd6NggAYJm8 z^s(RP;f|SVbara1V;}-|0mU={KzJn(xn~Ptw00MQiogi4O=lxjtOdT%t~~_~(cJ86 zJYiirHy{Ez7EltvBY0Vq2cLWQEC8l@-nAeL0m|5pRenf@={^y>-1C{|y1WiXbKg>rx5c@r6S48rUcLSRr#TR`E5P&q8t*a0|n$S&x0Ga>n9cG+oU`(#iC`-KVY38)#)+*M(rGjQsr zx)N|)l>wNe0xUUT-iW|=6u1{rQf}^aG1a+C_F(01XpYf#&^$F&H{pzjfrnVrsmj@-sQY#q3; zNy{Ok2?nI)8SIB?&vxMq&uu^gb&|Ku5b-pxqB7{~UebkWcIKvjqKg;rXp+ z%Yjf-E8#6ABYo}%(O59621pOQbJAxwjj^Bq#AU~btiku zv&%br)o!M3kNt~<+KRGC$+}-{$?#IbPL|uA?cY>(5yQb3XK1?uev-!pwv+#PBo7O| z+J^;x_E|g9M~by#6)-ifOstDthMj|uIx}mI#+V_O{dQMzxOynH@I6D1$Ni#^N+Gw$ zj}>d(2Y6hrv&MCivfi#EPvzssidjz%EnxbTWKpm{!Sm7q{~H`2ilmrMQEXR<;BK(X z5@LM?`nTR7kVt0@ExyPG#n9@4boIIq54f^j%rM2UC(wS5ePxD-R27xh?Tn?K zhqEYHI4E44oq{GeT@}y{)&9z2DAUzI6bgrIhy3x;C4GOn?pV3Ot{bKAI99B)IR$|2 zx>JyGu|vBKVMgT?dU4$-J$_1PndSayD%u>k#f%*k%I1Z(!(xj3X={ohU7~hCJuuuuSy^T$RS-_j?Wl@0S(gnrIDFkoCMGcrdf;tvAqH$U5>R1e5Q60Wbv9wz`6f+ReKMHDZ? zTJbU#kM$-v_l0aO%wN?L%9peQKpKsfA4mj{atla)erm51h~5hQOD0XqUovS@{gO$O z;+IUC)V^d=>r3vjreF&1WkNt1<#8|V`s(0_HisgT!Y9&hX_?mgoiXtUJrNpZ{x?iW zjWX%lv8#WJPuem8_-E3liI@N;O=1R^G=>d$aR$o8i7yUVt`+?PXa4Snu+|7J0KkrU ziQDiLtM!1j=mB@fdcfwEels+R z#J#ZyyN&X%4L$S@n!l(}ePKzaNJDbn@t^~~HJMOZ<#oQN#{C36NA(Xe%uvW!qy)Uc zYKoUNUQvt4W~*q$ek0eRiI59hn!HKZJ@~n&l)J{p?qjNQ=YR8zaxeVm8I}J|0+^1? zgd_jST2Iz3{`eW?u67S&p#23lKM(!%Wumh!`PmpY9KEG>sIQqNa52s(B{czl5_x0Tm z$6v?&aQb!K4@ZC7emMO)?uSilKb&JfOsT__+u{GvF^LdkoQoPtduzB=`IjQ^sl-_u z9;zAYMWh<8CC-BqdKr-cbWh*(WYgWc*)JzN1UnL8CAn9=_^MVCB@|Mo%&ki8RH1}H z8CQpX2~I)o+#`r?fo{b#Q@3)wubtyelVh~X6MV*o&CM*m>wd+9eCq7VRR8$-szD`> zpXl;Kt>?M)&_S+z{o(APgGB_ic~>N(54zgN|MsT%E{1t{_V7-spF}P_e7z1QTh&KZ z>-tG`(ep*^L)#fCc%(*r&6|7tg9O12-VMITs}fub<)As0 z)~DdK#HnG!3A(G~=0Q&PDm!c#@u(s?K7x$s_y{_pHfOE0)XId z6gc@Vd1-r~mu;=h)ArgunONJm*Z!tCxV94QDIVP5Net=<089IuWnp!r$gk~^*n6@n zSd%}YJ%xe1Wf-?71BBMqwKz%qUh^V&!9Y0&`DQS;H1B*Fx8GcOO56Ed3G{^Iy5$p|zt*6X! z>%U|CCXu%DY~6ICqdhUn*~q>8Vh!gG+_?x-&?`vufg)(NvbJS>Sm1y_Ud(V3)lm7AuRqohne{7Yzq{Ps6v=T(8 zatA9Q)7Zb6SYFh2^45P%tyIs!tC(8UU|uEupAM45B&+-j@t+9%03)?SUxiS?=hgLk zmOH*C=>?6Xq@8quNfS3d$E2v8bcT6_?WB(~3HUVkoZ3@cfRtN|*-rTrq2PK|{sr9^ zP=GUDz?KJ;U{P+kuvIUup-pXtnDpLz`s!^7k2-o%u&mGYfT>9ta}G9_=N zY^iO!`rr@4@T(9d`bCxo(ueK~O~I@}G;~tA=X}zuYNz@x_8M2*Z_?^|&G%%pp5GD7 zx=x|kG?u%b`*eX3T_obc{Qq^WO?yB*fnft00@?uC9y`^y!6JufG9&t)2D(43x8m%3 z&#y30w%>|C_%6u#b24nEx|{qO*H4ysp}AqfR5~_h2Hg*L^bp2Odzrk_sxKPj!2U%w zh?I^@FznW|G6LcNQKfm8vt-Bsl%1+4lozR|yjYe{q5K@_-4v!i7+O>v+$5}TvZMn= z>qpP3{EuXV0f6L2Q7HFOW}(Xj3)ySOhcV(DTk&46-}S}Aqr$KFQO@t|>+E`~Whc&# zsLnNPa*bAG88XX(WEpx%^q$z1=p#vL!O?k>?(X+&(r%sjiuuOOcUb3ZSk&&Tv{!WYRgHq%!&a^RWeA6j!pDQzMC3P8}C8{r(fL7R)uk<=s8pLohfo>ih(o5lrzN; z`;}mocX6vyK6p4zlSN;NuUs_2^g=Pfw8URi5*(oy;8p^Wd4XlX z9d+EE9g1e3GkfMh`)8-@RC65K%nt0JIUd-=<~DDRW81NP+i#BhP`I(Z<`}ON95rh( zZg;8~tLKxz-L@U;dQU%Ao%>zHA&xl@sBZl_9Q z&IS0WgFULT-JMj6?2TVf3^+Z}@AaF?{d{W=4Z^fds{5JDtUs#n6uyUxzl%$K+_9y1)STNUo> z%^2YUJ8i=QZ?oBgwC_5O3z&Vu4w8cSkZ@l@=3~!&*noi7QBvpV+wLmYSH*0@6?n;8 zTwoiW;x7z41P!kNOHMqmfV_z9ERK?SrM6?qWK;e@d`XHcHc*c!tjeqW6<65}+m!(P z##eA$uDBursw9!8pbdNSOx`R{5w;)Ovl%wOG`FEaIKQsJr|?jjNW-tUNrj%si!6ZO zhAk7@aj8QoQ;5q^c*M4mI#rPLRBUFS z97rxR626CNdF`7NAm?js?1fNco8V7>cOPGa1O%2zRc6wY8BSMV5>$fS4u#~YYuDN7 zO1e32o}Z1MkNH$F&K9pz$98PAS6U{ag%U$NZdi5;LNQ{tdAgTxKo7)~-9O9BP@Fo; z!s#n!j+Aqo#&zdR8SifsTp;lo5EsxWuiTGSh&coxR|_d-2r0=J_!7o4Ct{J#1sPMO z4GGIEGqxFo2YD@YqXo@j^&aqDL;2r3->(T)Q}am@quDZ-TnLm!AgBZsvvQMoL|N1m`nwCw;#uEH&h6*F1Bkt?;FqvX~Pl` z`!*!OZs0wgfqO{a2;Uyvx?FsDIN-GmcnlJP9AxlyyBvNmHbW?7S|l6Jp}+d?Ye-?f zXboqOoW3}5)C_$0*w3F)u5{;q-ivDfn~qMY3Zz%r8DoIXl%Z%;M*I6>>n!3c?wc`( zLV~)Y7`pqpqt&1YyUoAA|JD4jk%I`W=lNBLd!v!z$f(~-Q|M$(+7lxHw*729^=~E3k6FC>467nx* zUW^4)G1M*1U&@NGmwyEX{L8PxP4wo4%xbG=^uGz|gjN@ugWX(@!v3zSp&d+83kdlbBtI>X{ElJhMkJzhiM*v8B7 z@6$SGAX>zZ)P4X2&0?$a|DDmXcNXL=y2I-kBVRylJaER{L&A~FD9cpv%pe_RZy&DlQn}eH+2!AXL37dl_bdlii zN$^*z&B2`rY}p*_LSPFh8oKy%S{FV1J+6yB{@xCh|K{MjVn~jLBFCRcfy`5zgGF6T z{U$KxKzHu&MXz*;+4!1#M|YWtL?^-K7lI=%McRyu40}lkk8ywIcGadqa7#8 z(q4^}DLZY~*crQ)7j=+DzBKyBC(3Uf9bLNLzQIl{jm(L1(^6qc-^Po}rDDp?*<@*S-HGzs?bWuwG#Z{L-{^B%voz|QDCd`ozMZ$Z-LN#; zbfVnMlQHs{J5heeQnB9VcHPow`b4?TUTudb9>cNxzXCu z-~ZKyLZ?IQ0@moe)_|UcXYJZt_FTC&+HTahBtgGy1 z`yD*-?Mvm=MPT3HA3e8JzM+V1VZYUG;-kuqMPk3heml>;ajBduQoF^j&Nfq<{v2GI$rL2W8EUU>PT` z-Vr>Azae78m5rcLr0g3I@1pEgFpdwqY-#r)>mZZ>v@kAZae<8c8Vr}Ovs&92r1RsFzAzn;n?w_Wzg8|0DK$|JY&n$;ht05W@U(j12&v< z>ig!($Ylp1cws3-e+ZVh4}AIuX%Tqh)1OeDh8TRnMs5djwmD#v`u3>$nr=5=+wJ-v z@b;KAC-pty_#Q+EhW;Lqe?mP#TipjIX)5-#L-5!xfBFYY%9NOS^W>+0u;?(j$pwc> zBcmsU4KIVUrz_$mIM_pClzSH#&x!arxK~n8{F6twL$ZG4+r2!#FyTFos}MvSyH&E04N9Ko!d?cS;0B3CsphH1YTyYOO!!oBZ4c=BVQsrsM> zFmI+XV&Kk8EuKo@KWzbj4bZr}x##6pdX;yGVCALO?ogmX!DWD#2tV-uW>)g?j+uM~ z>NI`=5Cg>fPQ16&+!(*bfe#t^<4pFIrw1ZpB>?CeS?dAA90y>baiMqn2^E^S{`NNr zVWNiJwu+o~;6zhnr)k6`Eh)iat=~IWBIWkWQtn=v(mE_~!LmaBnYg!N84+YU!%(-B zi>7*i*G-kZ#Ty?>XdMrJeJvDgus{K4)aPX;>j=J zui9Z=Y~yM!q+}WowyGb``rbM7V(Rr*2;cZ|JmErG<)2GExZ0+T6aZv@R=Z4o(h?aq5B zGNsHP3@Uft=abfbshg`By|v~dC0*QvwT(5b(w3H!=lf1uicg;MJ8kJgHM7iEJ&H1L zX%k=hKp>Ho+XPrVhGVd|lcu+cE=bzF9kzQroa}9o5sVon$Gx4jdVAd0dSzeZg_(ec zq*Z>2d)(6lOmmO+kJVOqp0s&yze821Bg9-#?lci?Px!{uy>mroIlu!E zQcb8KR74WafloQdt8wSvSGzwH99xm-7IpwV0oDMbHQ-LuRZ-)Q5tJ`X{stDB4%)sd zyO77}Kpscij@z}jk9h9rK+y;ef^1C?$|ODRK+i|J0CHoI?cLJXy$`AM{E{bN{-lV6|lpBQ2honysoYC`+3qLz)ic0sOFg-U6{a4 zK96JIl?kg)ZGsTj)SCU|lT5`;hJMEfW84s2D`hodr?J`IS`Z0_FPJkF1%uESu>dt< zY9Pe|wc53}AK+R_4%I5Rb-N@2z4GmXxNh4)yF_T0#8WWa80`}Jc7ZZ%t6hTEYM0rG zc9~t-F4<(e&`t@C(>VWKKtC2rh6s@4!rTI)Z!8$9Qf;A~7P3ej6DjHl=b||vpJFeC z3wWqlnPnUALLbx=omc*DK@%%-Sg=IaPm0bj>{`dSstCn}f|bsAk>gm|I|G4&nr zhM*W3iV-t~MMZEIyM3$x(B!IpX)BQF|YXs5MFqNURbF7(@voZNkMx7s9x|{LHWZY_eTI zFA+a*Z?+P)-ONdaLSa*UDJ>*1qR9e~xUC-TDv=%ClS zy~`~Igf%9vTPk}5SRJ4=O(;%y2ri?bq4?a(l*EWcsO10F2(RSw+dl;EFwvL_o+t-5 z3Xkc@a$SBp2-t!ShbNqC4i z^|f1ZvhmRRRK7*4uF{U#WIJ}7cI>Ryj-ky~wxb=`aH1U$+Xv; zEFwn&Q2__~gKBQ~F!RAbK2#=OVev$LIitungcETNy6wy}I0;Gy(2x8PU5A|q zqEAOFukJ7SpBj`33x&0ZxJDnd4cvFAmdVCI~5jD z7=|}7)<3dw{@!G_*9M3Iq1IToa2Rh@>aGKLNGiUxs_?6~4x@rOyRyjC_pQj%nH&J5 zoMI(qb^y{M@C8hx*x<@q5%V^%-LeDH(-7X=X^evEyOcUU()ZtrTrHSs`Zn7)S5Dmm zHXA#2fV4?dP?YcB4}!3#sv^Y@#mm0@&foWI&<>iBPwfS=G~;tH5aM=J=NAhJcWq3{)+T7vzyvv1CZ?p*!6Mm(`E@GmsA%@F2iyEfkMgK;|` z&`qVjKDeKe<69MCxa_d#({sr<0*jBp#il-8l&5R^`$Uu(d1~g^Z(1<2eLR)96zPg; z2JGWZn(5@pCfhGB8lP_-(zmf&Y|f=D3a_bbcuSwq=`NR_=yz53dmtU&19epoN&RuZ zcY?_tANO}$q$~S8urd0#NNop$n(am(QMbZ9hB&ewTWxCGeZIqd_w{_w?O{+~SCTt; zzZkRh6LsZ)?d`O?aL(ec=)5)Sp}mxlug;W z)I;VlMYlfu&UX8seCI@qci7Avz-;wi(3OVQ0$tYy=h2otdH1*c&JVx|vwEzRSBV>B zN}GTYixOx+d$HcCGKn)nj91L*&gIoek81UKP(A0rn-c80s25ytxQ6KS({gNwCsu7G z&LR;ZYRDxTXAm_RM5LPLCx{sUb=OKvk?4iE(lY83`>~8&U)*&k7tbg+@1A^z2i5ty zBx5bR^v*JJKUxU{Qf*b|AT_IPbcjL+e0w6-TM+UPE^wvZ=af{Owwb2f$*SePb+vNe z<|~eMvCpZ=BwQtvU8`ksGb?ZKVM@4AeUWV>g8)eL?8|#(L~NjlPm#|2`K@x-kc$Pgg@C!kfhVIn`KIxw^nC(j{slz^hH)O(v0R%YkA#2wphO5C+w zU$|{7TvvF$>%{BoYTFgH?zCzha_2$40bjwiojBh#1&uEEP-VS4Q9G{(nFU4#I>5iK zTTBI)fR_dO8DWjvr39jHx6{S~_H){hBwo#%CyW^TpD>ks1~1=pR4)-l^kqsXJc(`B z48!kgSDP0$YwY@@CemXOKjWbeQTJbFwboj#cR3MwkM9lyDcrAOI)B$c-aA*KG@pqo z{_Wj0Z%+Tx9{5^#{O4x%^e6P{=}>rGE&V%JPhP)za(DIQc=hC9^<@2elk4B5lCN@L z)jqm17EcFnbBl{l9v$uldjjVREWtj&Us$-o+DLXkd2f}NZpM;81dmjhp2=S1 z9=`7!Smu^dD}LcP%w;)SD?>U6>zu=d-{LOT7oN;?*URosP$`WNSx84i{VQ*NrSeP2 zc3N192ue%ZYh((+BEO=sHCV9(yI_@BR%2B~_`ey$Xz2;R9o#q!X%yCcOsCE9wu;kf zb9|kUNHxdcqG})K6}RWjF=F+``2{jFFRT1N8vdmV!^UFt&8u-vajm5~&P*r`k<{b| z5eAj-U`XAwTv)`y)7Q8t#rGOmBY`Pcz7!p6#6>Sb;k|KCIGBvYvleutOJxF8*Q4yQf!c{2Y1&tazCX=hIoDNzj}Q(JA^Z@Y z@v~x_6>mf$G3bGBfLU*EQT_|qYYx)N_WeQNo%_p=uu0OHYJx$Zm=JK&(E*~rA^0Cs?oR9XtGfihW z6uGSgylQc&80@_=ev%kSWNKp)R$tK}e|PNkKC(v&NmAsWq(n5ODIcAL(YSE*5JuyY zfg&dA%1C;q9!VhA9ovjZUh@FXc^}wU`7CgB(YG|NL?HZbucjuIrI9^Q>haRZFfw-n zyme1C2(i(tLofkEMUZ5&x6hSsow&s(26ez`$*4;`aR`Y>KcCewEO=aP zi~uAM2s;QE+J7Mu0bd3X&NMp8IX?o%Dp0Zc5(bCL6ifKT%`Ujvo1`LO{AMsa@IZBB zpaQRhvg$w)_$K1|zo6!oRV{_eaclAh{nNrJku{4LND#+QP7MUDR5rIniEeq*Or z^X4&A4#cG}1!K8g1vu>-EwHP8ug36keydUVb4Qy}$*B3(qi zTq-7B^A0;rT-hZk2-NH#@=v#En*jT7^-e z$2R>nwjzHFscY<>zw}fSx31k{bJX)oQPh8khSK}{$nXe?=<5#)oYd#u|3M@RP<8~) zD_Mu40S}ZQLf8A|K$#4V8RR%MP8|S-&(=&WVzcoJ-?{;|b{WFKfk&ZxbQ+sF@0m;O zv^eNe%n*K)UK{nt+^cdfhd z*H3vCZeVvC<$L%1t51160MeiRi!+T5bGtzS>N_{lycb`skESpiX?Lzk7_LkJ@yc>@ zchWw3XQnqC^>U^j(logv05~yh@JvEU%W-(1h~1GQ5rnX3yi6*=Wr2Jl#JBz022>8{ zY`9f@_fGZQ`1K~e?RpKp(Qvbw-$917knnUXzh-xE-yM=&DwkjB4(y-t3-dGWWfQCB z3qR9@y^{_gmGa2CD4+!m>z$s+f{_jGh`h2k;V*Bd^lT{|Pmv)^7Dm7gOcVhVpYVnm|Z*5J=fF@ryl zN1#ZhcKU6_+IndAa0C}+R;;s~V!chhbKX#bggdu^k74r9?Mimq6Zz1njA{ybB_B3( zQvuUAARcoleg>!%%C3cDiV$3Q;C!y%1!xKdS0vZ9K383=wd;${*qO4H%yYPFz0-ER z(0^sNyMLivJ6Ci-gkjgtaW}fQD-E<>8faD;XoED+RnkCnSkCVC7S~?$(4JjaWZrns zL&Jr&vg@3N_K*;o^>0}ydzgLuaH!8wU8vW!>+SGhF|@NbKUm~;gPj6t`c-y%p_sOF zcFn`A9_x1ldZ~anBa(O3WsRG=M<~^sZ2->FDelqFkE-7bhKUQkh|8?zyLsQyx;$L z7sRrs4PXNwKo|pu)cLT1z;f%0`SC)BlEfk4OBfz}Me_el^737!CKOBbi1fTU+bL__ zU4XP_J(cvl>A6L{uP@t;=Q~29v%3$i76dVt3Gr?6iAwg(Ifa2VZ=Qj54n@*@8yS`Y z@~~MU4~txM2p*?Pm)^W@&c;7Nl`W!2qkVJxxQIX75xB^+^rP_Yj%E5uWKMcE8ix*m z#WHxI4kTJuJA&sUY1!vmiRRg;Tel8HR1+KLKRIrXo50?KqZ_xIycVN?mBhVt;*4?+ zovPt(+MVvORPF_mrm%F0lrELhy%3H|2Lk#I&|k=EzACd(A&VopNu-$^SBxy5R|fIuFmLJ*+eF6xwPOp5*uDadu7&h$1 zu+`cxgw40?C7gdHgf&X`C&nF%V5q8(9*8R2ZI0d*RkqU{Jrs@Ev6ar)c{s~C;J+L6r@kmy|C+^drys7 ze2szd;(KaD;zR%TjLQEAiWs<FptAAH|abOp;2ZcNF=q zoGvJSEbLNn$C45!L|@+u96Ex3LifVwAP%z2h8Qt7`w?^Tb5DuI|BI=fIy&AVr1E^4 z>x11jZYdO$a_vQ$nEE0s99@v+!Sc5BK=?8fYf?vc-DMYPz5V1J#C8hUqprVH+yrHR zFFo{qMhN%z%>iM7|L^4l!<8;}-@F#`3j^ERSN7-l{euDro+&q!`P@FLaP%P-VY6HM zNt+O=Px7oT-BSI&78h9`Om7_kVqZGln>A`{kFI5 z(mS6#y6?;1$YYP4_rtL#71=ijh>ZN+3)afKuk2JYu>C>^A(sQXLNYu>;?e-@S}pHK zT6y#T*kG{mb;91ca@zLA^;YI{f}gk3wr}&fvfsGm26oEkb46}@OhRN`?n`94K5}6v@91~s^cHJ`{d0M&OQtrWzK3$_0Z0sKT$kR0xYodscesr>kzA$7| ztBV`ULL(MGl1DzI9%^5t-0!urd{SzSywav(if$^#&z5}9?gzwFBR1?2(K zx`dMk@QrjE@Ey-TiaXMsd|V* z#@rUWhaRs9-qCHZJmb6V&r{Pm8r?gNU%|SE5muCnpP+T|dm&A}g1jV6!E8COL4F>x zno8LG?FlUCIa=R~l~h7~m6b4;SHoB0`+eD>?pIcq0Cj=o zwN$OTWbU3y_&HB&EC3Fb9e(NAZ7I7=z~`bx`+gGGzqdqrupyQ(sSf}eH+ z?lpUYvrOEXkDsrtEQqb=inR$O6HS+%TUW$xop?M`45ri#DyKH9Km7P@a51G$y{go+ zAHVI@u2QZ80HFk8H3bUmvV<$j5>YTT=<<_3Sr)DaR+dG%bwya0h1P*&vMkApvM_*c z9RploXx#==2sVvO+$g~Zv%raBf5=dn8DW>%VwLS3+zl}5o(0;4@+v=;jRR7!ano*{ zd-A#SwZpD`^l!X_e>oHFU_Eah>BGfz#*|z>Vh*9H*kiX5gylEIp=|BW7#P`dSsg(s z5>c3kDsS%yyCjOm3YC!+9B$$J|L=OVjLI&uDz6onQ4RYHnt4!?f z1JUMGHh`#$7v#X4nBa-Kg;58)Qy(i^3!V7Qsq9AKdcbbsY|z?hEyEviCa7fj>noa} zq8+wC;9=?Bpn=_FhRS!wl`k`lutR0{KnYUVY~LIWR+;VY6Vr|eQ7s3R18C4QWtw?& zCMdZjJ{y!Gah4Hi=quhqEaZ_&zCRg)Kz!XhRS6St5!A$`G~eR4m+xRJLvPS{u_58I>eQnbfk)=J^iu3@&*V z)?8`-M$w6Q5Az&OUkIz3lwT^hoN<@Nl~CYb_$6;#e>^h-5h*&i63;Dac;nc23KK$H z&I`KPfHRGrjQPT49|*jwH6)FAd&Ws|AA`};){Nt|e=)r_!oO#NGOC{yiv{L2E5)Pa=WObMpy6ICp*2vyh{t5@1&MF z>bMqT#3KK?v;w)Bu{mh*TPqc?{}_G(_{BP64SCv#%g&!O61h0t=mZF$B4~;fKmd?M znnDkuC8lX&%#cYd)-58Z&S18V_25 z>^B2fjR%twb9*G_c4=~%#qSie-5q{YE8{F>m`**;=zguo88IyNI7`Q4x*5&Mcr>@) zoL26%k+*V>iea7mp#8=S0Nt*s6ZpE8jdfQwLme+9s11G4n-?6d&n-`$!^?06T3dtd zIHh4#e-eL#?a(FF7%(5e-~M)UIvBq^9eH`OiI*pqmxnvuuI-B7=x8O>H2S8#kx~B_ zu>>Eq-;c>7Uz0xsuS22XVW9Ub#qo{?;4JghZsdE^z7LGIUinm@$fJ6PIXC)yBR{r- zef3>CMK0ufxfy<5ZVu#Tp1)qs@8o&OMXnCq^kH{5uMdkr#OMS1S3JU(%1uD@&Wh60 zjbmN3N6wrVT{N$MCXzAMxa+F?-F05b86r-=B?OI1B<1*I+At*V@M{1(dq!r2T#kAk zG^Ttv6VI}Tf7qfeAXa*~45X8z`k#&_|B=NAR*=a~=JriZb}~C&Nhb%MvSaH_gt0mF z4_YOit}g3zUqq|wjsx^PKFpQAYC1iTo(RXC?wN^thq>{q2Mlj&Iz5oyY(`Ae z=}J01kWR11#zd#9cBhNx7Z5+!wmbdW8r1z7oj&h7eRf5sE9rD@->e7C2GZ%`Qj<lrq0_f;KqJO$fir%L z$RF<0uHM%NP-R&@0g0fAiCtM%{#yc8im-xTPucLm0?;0FHoUXU$Q*UZB|jp({`{B) z3*0PeK9>>|A@+b*!}gJK(SYdO*m+|8bGoX3p4Gs5F|zKAuG|wJJMT{{kFPm7{&{?S z`LT)17suCNt5D~z#<{DB+{f4C&9Ah%IGo7Z5X((QvQmrvume_#4q7y!3_^UUk`@RE z@<%k`>&re7@GtZ2MKB*ZE-_;lE|l8M--QK5*(GMM>>Vr+z8V}X2EJJn;_7QNf3x7E zG&sDIJp%0!J%?Q+;esFt&@Q$8{IhiPz)hP%oeG{NtYPh-=-2@ityZZ-uM$r+VerGT zvO?3W7-D0?b}#I9-SJPIhd97vpE~dT3r`|pn|rZNKqD_ME*g-G9A$9p4<9ZW@Et!s z0DC}$znZ_doEq8Vr<}rvd+JmPlWta(1Ax}Mdu`vZWDfQNBFL!10;}&{So~KuQ`1N^ zNzY&26!S#~f3|QToaLwO7zrZh*%SV0XP6wRB(;80MJ;81!DlTkyqQeBQ5Z=)r>fX0X3{q;zTib+_mH5 z9LE>bIAInE@6zK0qMJK-?Te00J*Mz7lyh)MP|e%!0+~x%HP1d$=hOk&Wrsz88)^)E zj>LyZUZtKerS!oE0i=R#rWXWNX8XiVSV0gFP>?^Od%>7rK?`QW=IFv43RK*yb!{&0 zWZ}om#Qj;(+LGEHtW1H>ZVbo-LDYp1akO~TJleRXPt#qSZB^R6d4cou)eAI?#O|MB zu|DnMLpC``jIyc3Or0Pt+p3Iv^TI(d{B$?L3wGM|4#~xVTuiX0T#oJIK|AfHfuy>q z77muN_pnPzgRaMvGnC#=t*AitD&jbQM33(?0(Ks=0rhO3Wc$xN{2`V9JBcA=MAk24x`zqi zWFRgiT0h@{h@`wRXAp^}x2hY2XX9EJzV^_%VD^Y}92ma9ncp&aPZO)oZ)`SRPOEJ^`Z&BQ~jC|ZSW`Y z_iyxe^8_dFo$42iH6w5AywB{=?=f=2BmVruMnbV4@PCi_zprTd`;x9Z@yo|w&L`il z-e;sGPUCN9r~04~W2yA4HEyQLFXHm^s>(l&5QrfELD_|$F#=j!rdjn-E!NUUv_~MD zdGoL?<61uZqN>V3@^%|*He2IfhBCQN-ZV~L#Ovylw~UjIL+sBdUpr1di2!Y%e8V{T zL2l6``Ajn&Mew%ldCQ}?k2IL>;XTqK!~B>g(y9ipyJb`5XEVB=49btlT8|V&!lsH* zDdU7Kl>|{V3D*Lj*iN_s@WpllXx+NaJEOOo^F~0)&l-7$&KWUzJ!9l$I%~ukb>|NA z9982h$tk}WcrTWG`8;G#ixE}=B#{rz#Ad5{*p%A)WqoJOn|GPgx6_1$mcUC><-ZD< zcX04x3FFTG8F7v>7d(N3m;UT2k9du2Nc8fh#B`4)*yZGn&pR&yQR@ro;be%)CWJ0 z3#Uf*#F281%|~lbEQ$MQad9zSDsjKX?fnyW3O7#I7w1dm^l0q~J8h@za5QxSC)e0P zliBoAxdu0{Y2SXN%t!Xb=#s`|xL_?Vm~K6hS2H)c_VSEa{QBfLljc4Yapj#XK)&Km z+=qJv_S8RNaVvgKomjHGayYWbm+TNKA$?FH<{ley%#Nb%SZU25~$1oZVD4Dd@ zItC0&6NXhzuLi^-*7J3<3LycJis zGAU?@9D3*$fke9KaD_pz9oA~vshhbdOjZ+AF3DSlPZF-T)2Bf6BhtxJCb%vo z?D&Ap731F{E^l_`?YpiZ}@7?Of(V3h8F(ToE*Q2bRhHBF|-a#x*YN>UI;h#Ohppy7&`4?x_a&wCrP*6plGf)yca z-82es!BxNb`Ec}?i#DT`K!>XUe2(PU6Yg5#J5rkJ=7QxuM5Q~I~V5jiP z`)k5vh4QRgR20%@4Iuwc(yk;ZaZ z%lak;-!NcQ*QHl0O3(UY@zDKGsqWW7O_PQU)sAH{?N}zoSf)@I!kSnnJsHa+s&b04 zOq#JwAW=|=VhUPOJ3ML!YXp}EYe-?vc7%jl$)ag?9M)LJIjJVj39ApslQX5nUK}VB z7;t=?lbVQg3K{1VBF-tSxQaZYG|#5sksa%x95X&>37 z+mTJ$M>gq+$R-hNnL`uJ)!U;+x6ib+Cw$Zor}QRG?^L&8u6dK%aJ~8;@r$Q+`H(oU z6!1Q@{!a$Ac#GLnyG{`i1;!XeL`71Mb_|qa43uZYnXk%tEHfhE{Wz7*{pwi|DF;Gc!gczu}KJq#`kD$*VYehC`#y}04Bg8=U zo1-(WfGf=ysBRqt^>;Q%(u(qV<3aMyPy&@gZY&Sn(69|Da;2{>jdF-Bh`6>F%WAUfQ?ptV%ia}rn zd(>^n0DJN6G}XY@{jv|CvN4&Kus6?tgJ!S9^@NUK@(ctTFi`H?VYd150MZ=8GBe-B z@%-+7im)#HzP2<#(*^*TC%A135EW8~9U0$UdDxvW+SScZ4gy{6>m$~% zgFi7qRJX!f1k!e1b+e7(in!4-cnHSMR7Q{C&>>qFAw1VrzLe+=spzc4h2!VO!aytH z(_c8F+!}ZB3uinHgXgz>@#j14#-tUaC&*`_M~;aDVH_B zP3nrLJ@Q}brx|%#F!{7Q(H=fY5K6aO|B^NZco7RJ6u>D7WfYl*+R4Ldr2C1)1mhVb z0%NFHRw4#NPR3!o`!Jf_tD3}e5T(H`f~MbJKl*))Ofb!nq5G&l3T;yVM354+aomsH zBn;TGSDJvOn(RB+xF(3CCyP6b?!?Z;-0g@G3-%^me>JR*+s%vvQ$=j`-ZGvm5_j@f zKglihoLrc|&dm#Fy+Di>Zch#7#lTa9VXQ{beY)00?)=8ac*e9zl;lkIX*dkYx7=xOYq_P5m zw!wB|Ycn`+sA+$8`!F44>)v<^l?D=tnLXMtE?J4Httq0sModhN7=)M61rmr8M~e$b z(|2rxgVG6+xP7*pO?3waIIU`5NHF&1U^_)`j-UkPDsh46%bYmeDzSeyaYqA3tCmNG zd=*%xR2*)f(EbXj-X*X(W^L0bhSdE!^=l7v?%$?X#*xvhQ%ujtj!~>dE2iww8p5%k;yIfiE7pKo@sPW3F|1sAn9f-s5mEuRkE6n2@=o?Jrc)z?N?Q#N zu7m3xx~bxEqP>4!fO&wHKY8H{-B$+fYB|vY5|_W6)?@TNzk5bG`^giJ6$N$tno=e8MgOHrfyKs4LOOgvZU9z$m7jFl}n+@#9(yblmz z)Q=Z4e8linIT%}|hNErAPubyU{`e^*T38}al@Rir!_K#l#65jIQpH*{-^^(7?Td?x z_TFNMa-#ERM)U80?GRdr_aF1=;tEG+!5)+sL$vXI27c()zjX zxV~%GGUsDxAioiYi zr)Thikr71@ZQrGb*_@gGA#^05n@Y!H#t+#=E+|@KrafME`(X|h1S)T>TlK^yA$}d3gsv<<8O|5Wa(FQ+ldb9xjaU_ut?G{q zS%io+q0_A+WE1#`g_xOA8K0b>5T30U$`tXYnq(wmq)TjOGu)s54oxN7a2L8PoHy43 zQxeK@a=Z~CT?6c8vWg3Bh|U02h^*p5OrXNt9MWDVl&N8R73T{ryA2jr3I&s$>5c4( z9i-^Q>Z&(r?NTQ0^VO90xWb*@$<-%`#&t#3R7(ko&t$kxS4t)fv9q-|kV&2)wq}UO z-Z|aDihI~n%zrlya#tnA}!n?BwqeSAZ!kGJ>_ zW+?rQ4SN#Z*;n0tS(8UvZ<%yc(uFP$tL7u=8nxmed=R>R@MG^-{*avv+oPq5+ozpJZkyr_Z{;sk2i+K zJ@LM<3%F;*<>D2U?#iOp1yoMF!U>lQbY+ls&9h==02J6RjTVZQu6c|=(TrX#24F1Y zB7q(trb5=NGkUY|k;Afa=m7cKXykmY?6^JYCU=YYgqeZmft3hMSenRt5SRDTrwxrS zi6;yG`OQ`AUMlYSD`2oWI|6Os&D8EmHS(s<5EIZi!MLi^jS~d;Kh`)wE70dgCt&q? zJ?!gZueIH@*&BGtML9}(^s0)27?*GJyyfo5yN;>yFuFmAC0f`5Ml;;=#w5QW)-H2x zfwBO+;z2Mo*v{i70$VEjlAB%Tz8eH)o*p-xhfbQcF+O{#W$4${7+llx|BV~>%9dkM zuP*L@rCqe76PI-Jk_WN)QH5R|f5x7H7-8Pyo!k-NkC8Vn-Y%r{?#O{!ukq)Osq&7l zYQAoO4Jff)t{(5Wmx5OvyRJIStAQ|(C{&K63Z$vJsf4>~$PTHGR}a}A_3_#vyQ4n7 zT*8v;%gInhY z1-yS=RwbjG5A$#bzhY@X?CGr%VabzugSzcD*)E5$ro=%o-Nr(62sUT9n>Kjx8jkRP zNuw#hND5nBW1n*ga%I>tDj@aX?5OEcB%+8WrD;#i&Lu;{Jac*jDlP0mq~C}|2^2@| zEt^zfO?g5KZ@mtz*;uaO*CLT>N-f1AxTPrO+EutLcqlXwA)|V(8_iGQ$+Mr9Z9Yx$pDHq*XCGI2N_|n&Z>;|E; zao@^#;pywZpjp1JJK?Yu8eSxLg|jaRvMvz*E61r#KzMyr!r31l)nffGoK|n znykN92Uwls%%Yt}yoxEmCYpGnm*BfX{#a6jbHzk|CM7!9F`!o#oed$Dt#O44n%zp6 z%azrn6Yw*Rr>2#UjjvGVr-6*GZ24Hnrc`W*$o5QiJs~Oo^)}9}0w!H_Mccurfhxxm z0AW?=)nwUTZF-ZI>tFSp`?v1hZC!+kYilTNt4T`|S0WF3o{lG`0=ow6dbBVHD62d@ zx739n7rTnE4gt)?yl<;)A7Wrzg*_h*`!AiWRSMh7b?b5!N#zZIRx@6KBwzL}C3h*g zNi8X`@oh~G-Bb0KbGH6+o;BB;nj@=K{yVKeak0K(#-9;ohmYqb(4nQmlP9zWe2~m7Byir891Q}3nf-uXoxOTANF`rbtp{3#$N~d0B)x50 z$Z<%Gj%Ko_+Kl6oWog>=hSoxmK)XRxPZqvjz~>?ii#j!nNFK-!48cxB?P!|(RtBYK z^aC{wFpn%&*&H2bGVwAt75x-_h z82uuNVv4{`4{#uCiwn0vX&Jls7B$tpOtGO%F=F^_Va+b`Rs41#+pEN_9l9^5@~ctE zAP>=O^&3{m8jq6yc!crm1WEnAe%Eqv;8!|76_0_Q={%eCO(_vY8e>68}Lt%Fq7TR_ke5`TXeTU?-S-7Q3X zSD9!uv?Y>B*wU+5fQubsTB>}ar^bCA=sWR;;z`VH32V>{Os`fL5?4{K89$Ci zo`ETBEnjN)_fl$+d2_nM-fJ(S2*~$>wO3e$;^78Yf;Sh@=u{WNTYMH?>fOVjGb80iqw)qKrylvpwRri;;?X5_cw2^@ zB5%@*Zo)p1Ra=GDFH$z{cb7QuNp2+4!GxO$!Yb_qL0EOxgTC#-!sL_oiN~5~;IaC3+<75&H{Y5a z-nI~zAJQU*(giX2I#pEVu4;lk(Lj~8Z6UZethRX!Hah&-CKLq9wrh+UU%EnWEab+* zc7|KLUM3XRbmL~ON!mlqO1ltM0vKgg2%<+4fbkN2?9To_k4j{@^t5{$GpB%*vV0-5 z$Qc@24()_RE?w_i>Jxs37pfrUAXQQwO@yu{c`NxtYB1LLZPxvdj`ttc8pLy&RyK5l+_q z=nfq6oyd;Y=y<)0y^h|(TDM|f4r+U}jq?w*q7~0w^8$L!P0`^o*m^5yUt}%1=}>Jb)I74m+0;RxFyvt$qY7usgfzd*zs z@9YZ#s_H<*Z%0*5i*CdOu5~K?*KZ6!V`twyxBkCh80mYImf|1|FzHmPM!8_l&x|%c^T7boX%W?T z3dc_i{gk8@_;fa!t|=E@{!z>^Ny0&L(OJSX^z*VT(AbYk>aTqLIc0%?d-Hbs|MS5Q`WwB zmGo{p>Ron;lAZ&#=x*FAy{r6#=Qk+5tDC(W?v~z6&(oWUY>gAhFD9cIjuw--zDSCn z_+Y@75XA593Qx=(IC4z6r?5lq58c@h98>Q04+fpArPua`YYUlf&Fi4rvV^OAQV=es zINh)T5-sOK$jA+)+?g5TsU+@je!1E!{*);GjMxg7h;j6c!9*v$wXOH%&B=+&b|v5;3!*Ko~v^uCVYE?aiq zUc(v0OiYeoKBz?(a)E8FR{2NTQ8Zu2ZJZCN{q6maOO{@xB5mR%ZDs9FUUYl?a$?2G z$%`(&Wa`ovOs{(3i!QSR;>>6Tb4Tt!sbKRe#S`LJ?$MIqhsWG-u5_-lWOYp)!?cB#Mi^S`+?-ITv}AFjQ6{Mse{ z+ShSy)%dlG{k3;Ja8kL;#;;xEuib-dz42?4{@O>ENw?Bp`vR_2?f?YqXW zrT*GaJa|&MKT_it6MykbxcC=~F23+3{=lB+CB_7B7^XJCli=Z}c(mQH|dHTE+j)%>Q3q<&1~&+B}dmJ#|jqRuzq- zH*o1m>~ik4;?K3nYvswD_S$?lddKWDa;blt&1Wx1JX3$JN~f#dY$Oy!1^t~M(E=X~ z)mMsosxlTGTcvU<~k^=6B{K)2g{YkT&I zDsk#{(>A%GO5D+>)%I@W{`l~t%Du#$J^ZNbmjk5}?Y|VB{@QyURqk)z^Qih(x2hkg zTGMg{b+#Hov60PZU$g%(4z!f&;%(gs5tT5~Ul|?Dd>goqPbIeC4p{%c{C%_rPEFtp_pkxf3~-4XGO zK9~s$&C!g^5X@?%JQO1oBy(2FVh=PW^|PWoDHF;d|XRVHFRrzUnM1uH9M)4DyEmFnEpo-Cc4yqXKZcJdvm@0%td>+q7j!M z#qEu>7%mFjVl&qXyJ)t#>TYS;tFxu{>TG1MZgW)R?h$>61x_)PYIb~uVN$)pmtQ3t@4Y%h>;df0Cvnq12B zmPENbi_#ev)9kGXR1&LI{!ALB^GkOVumQ&6X}e_(Ap;H(>1M8KP1|V54XpcaaUWB& zD}@uo^Dt}I-YzOGlmpIzzX)`;imZpoj(IQW?cEj} zhKOB=u9iO-!86DPz=fG%MsE4-VkFAgYDS+}xSn5*96gL91xl6})}Fa;+pjbtBK&%Em$bweKQPKkoQdkPJrn(ySkgYBX56HxtF_BZ}$r& zcjj$8ai~7=tamKmrbK!_3Z09NInIs&k?q3u!G{g-O8H%oIfz7D)ZHT0M~KC=)c`69 z_%gIJ8nrVbsI2^NuoUD^rV^sLjB(!8l*A;2{KpyQGcnA!VZ9w0=G)5{<`)^|vu8KT zx0f2_(=nrbir1)J8|A_JzQ`z_*;I_j@r4ZY+46?@Y}_#49+{5YOAPbbGKTr~b2iLp z!Ia#-kSW=SDH&hXvi5m$v1HPWthUeFtYMo^8*7`UZ9W^>=HcoY+2s+BwVnFK!5*(@ zkH4@j{yYyibf}gNRih3SgSxlH>#+{i!4{7Ir)6yMdaMK01#R*FQbzcLEnPfU6t;gJ zV_58GM`ACN+Ob0z1ycR10DjVx_#7T2WxEPf^u^5#-F^0-sAzBk{cD#-3iU5nQ z`sIFexGLu=y#!4?5fIph3h`z*&;c6W!Afn}G=jih0R;9+(YKJIG!fVWs}gOCWf9mW z2NU*fgB7-8&Cr%WU~55Kn}ERPaR+^VlbgC>Sdm4t0DwV`8RsnMYh(4(N-0Q=+a8`# zZybr;IWH1hF}QN-26vetv3G$S4sdJ{=R6Od`fC@M2UWmA|BKCqf?iqbq+T?58$Wn2 zaZ=ZVcYAE`7PnhHAGU*&I%_zo+t1>p{$FJ-%%9T)nEfkFfO?slj5(vT;Ec}3ozdBH z&gg918J#^>XEZ@TY(Y3GhcRHOsMeTX#7nH`B{9?_0`pZ_**; zYg^Z2bf{BgNM7D5GB0Z?r?+)mBAehH*@X6&1A=M_;f;|kWP;q%EnOgp!TSObqS}Tn z+6Wj%2crKimo$N<_+z}*(v~i%uqDS9as-`Wi@RSoQM8>Tpp}2+R3}5`!a8det+@80=$(pMFMXur0Nq)G8U#3{#X}iM&v2 zxDDJx(qEES;nlIhH-hqoW`s3pk=NtCc9%mEfY;8VPsQ|m=SBU-1{Zx_q z7;8r6dA)2mFJT4(bp{_3mL{$xWZWsZ7estZfcy@g6eGfE2}2!{VFgZIqbLp zm$(h&Z_jw;2(@>Q$OdNLUIMHLi5t4rqq>8=$aw3?bImFDf|6XH8ibe`S*XzPv9x0% zHZr9`LIQ~Z+IKk43AA8=F9KEs2tdo+9s%v$Lg_ce{^dR(Be8lS1E|`A^7@CXVy-e& zeG$D5YnCkL`e6asgQhwt|7;Jd*PcWewtyp?tGY|m?F^k1#5B4?xwDSHTUIM$&_$vy zBHa>ecHLwV!MUB-iSDq%Fp8Sk0*gYyE@JTOVqKVth(;m08eMjWK?h{SRSRt-;g3dA zB|x#%d0@|b%aD2a(=eg~V%ex-5baW=Ew=IYN*01x`6)3Ah7H_+*i)_|v6JHf zfyHh9{xs^&TMx@Lp6X&dqdNeED_kan2?iLD)574zxAYp`16iZY6&4rbFbUy4PDvpC z#Gm%|Dw(ceuO7fS1s1$y+NRT0fm2F3c*|CN7hZ#NN z*xSLqGtCKJ=tW8poL~&9{5;Z;rhp2~H)R#a!R=Lh8lO9?nH^~gJy@==xR8)@flcX5 z12nFxwnb&De0vqw^#-y$wehs=Oe0!DQSPuDR(;#Hxs9i*SeOqcLDW)!`x52Wd|p%7 zprp2OW)-T6=hR`Vg3|@|f7?R0$_d4lpaEgaDhqEyDi18M&T~t6_yR0riTU8fed;!|3Mgc|& zm}CKCE$EC|5I0)TnT8J_6kr+!gccYnz>Kw^^khGw(zI!Y%D8w)M+Wo}!HeFgyNiba zR+XorqWAum&cv!>xr@Ula-+${0geT&p^!0&pk0DtyF6(;hNz0&TRh+~u2P#HhT>#C zd+Gkg(np1m6dI{@i;_oOTkNZHNFL?ql|0Ht@<`jn<}$#xhBlq6+Aj8@N9J3p=l9qg z_loFI*LEpl)W~Ni77#6OQ9uR*Stmx2Vyh6%0N#1F;~w$VD%;)#A~$ynBh%V`&6EL+ zp4yf>p>E)Vv{*sKbOj++lp9tIR?tVjSj6UA0DQWO-Gh&LRn=OwwZ_>gcd@9awFsi0 z{fUKzg;N?ca?ACGPOVXY{@H7>&2KsNv{Ik@?6uhFOAtvLmBJ3V5_x<0}?daUja<1B0~zks;9#>P*!#!~&*Q$mYR)3`Ig z^N=e4n#dPYtV$0EgHBRQh4_6nrWC_X0+JR(xA40Usq%x2Cr>;x;iU9$QnNt@%S-I* zP;#265j#_C zXl%-=sHb(LWHnvTE>O~z6uIc;N@LMFK{vJ8ja8&AcTD3eNAw02S@GcdaFp&IVk?6| zm$_6ETg4V-C$=M6llDF1qfF{f_D?|K#2EzMVN?^i+n?U z`y#h++`rW{dhksaTV@n0oHNSS$OsVe+!SBRSQh26J5*QL_b_D}T$KNQYa}hTNbu#` z79i2%;!>&S0fo4frnr;{R{V{@@@;cPK{G9A^@!3@tsos`YUwD`kdBIK=_ru>IT=DK z83A`y9oWsibW}7Z9o3?AR14BktsouMf^<|XNJnKqQc+C}K~OD`j*2K91*#vuXSfF)Duwx3L>zOfXbvk zO$n%o5>SyOo`I@U4JUy*cVTXkO2T)r!TXYz{qzVzifl(oG2{4Q(BffYOwJ3aU(+5>Q2bbYP^) z1U1%VBo?J90Tslen4w5OX-Yt?sBeP=)I@y*38=C@I@S=2(v*Pe1qmpEc@RV(&-y20 zk!OiSo(1pwNUrHZkG@t`YiK&*=30D3iTFxfi?7_-(y@@l9Mp?g**QMfYjlj}$T|1ybzSOn*>H5aQDev(`A)5G#YYx;wLW>gKH13hM19hZPM+k+{ZV~}p`wJX znuFx&;mpoY){b+2$L?_|YzOIeF>go%Cx^BrHVY-& zn0n2F4{eR!Sqa^}%{J;AgsIsyX_~2WS@+RFEqtn<`>@Bu{Z*>l^QqT%PL`ubr(QDX z^3@0_zF@BtL#}p*<{{`lWqUtX^$+i=(p{gx=ENO2oDAI~<^Nqp?z0NcM=T%X-Bq;4 z9J>3uS#VfP6Y zGh{Zh8rRuD3Lw4PJ@Ao7*_XiNwFEDE@DU|A+M|14wY{4Np!1V| z@(TDmGlxCH!tH%n^)un0oEV@N*%Tm3-|tc?C&|c_f(2WgRc^IATA%o{_dlxKz?}#u zEIQU5`Ou@@Cl))Hm=C=x^#vY$MBzxJp&HM#jfH14`~)DopQxhO^L?d78~}xQ*C(*z zw$Uz_cqp_^h7hXQ*z`w8X9AxrmLxX4VHd-@BN-UQ(H zjpXv?8akq*q3zFhZms&Z+<(|ttvB1bb*SG3DKJN9r3MCQ)n@9|78sbnv zW5x*7%)J~d*~~qpw$kbQ75vSyuGh05;y^r(-yzDD6S0PPe(0PQQ7AatHDHiDUWYMT zQb!^WtFGIL;f?w+4A>N^4Jb1Wg@6J~w>CpQU1x7}Ur}(x#UsVPygX)vrNYeKao<-T ze)qTjf9bXOQfJ>C4&Tt#w&xQ1ts}`>Gi=e!c5X#{?z!l;Jp=T+@Hhd>D{Y|7SPGs|%&LiPs)F{@44y@$jF` zzi%*Mb9cXn-u9yO*NEN2ncXilXHH)`SRtt+J7HJ6Z!jS%oSrCQltbG_Kqe^AFK0+a ziGL7048AYMMp(SY6L!UWtBJALq){%}l3W;EY~F~wuI=l&V0rOyx@vc}8|3?3zMHM9cSJ~hr` zA8z`;~h45#uPW2Lp*dfw5$bnF1B%8dDBd1VQOR2U$Bc$Xzxl zKobvMB)a9ERz^LY8;}3v?-Hm-J7GKJNmH#n43)K&%Xnlase(eFW9hdxgNvLR^n|ve zHp|lKU0rM^_f;$5t66zoU(L#$UiI=Kn+5vY?$Aba&d^u$1|Je-gtykNL=th?Tx>61 z;<7;;3c{nLHSK3<4QV?Kcor`5ly(am zVB>U~Z+f!D$GRl7uLFDYSay0PqPvx6q;3Rh89|PIF^yjCk)x2oRO{4Lkio>C7)Mva zLXSTwjy8d75Pw2wZnREaUbUT%P(&ZPjX@|}+vpYQd#;QMq`Z6}5=7#vTr1&o>#0i^ zgf=g)Iu0i8LXbo=7-;cz_9Pn1_5k4^@@V~l)V6E!3_8Gt!eJe)Q&&{|>2>OR2c?`q z;)!W|$}4P8eyUbFy|tR01~&YnaCWM?7-uh;1}1wdoGq(MarOn%7*?jk*{oWHvoD;6 z73@W*_Z5T7@W%}->fi=F9Bm#9aI|?);pjDk7vtzPgVjVr4PHWsz~H-Z?bUD3 zT&cbXj#K+GJ25RLyqDOOc5+%M0=~;$Y%igQU)i?-?0`tp_AI3(7> z>G0Yp`*QR&qp!`@=}l_ZDr;@e2JOn}P0Cqi2ez`+=oCP*FSe`g>d~p!SY^N4&e)mJ zsaIQN*VvcZmyS-oO3)@Y9-X?%BU#eXsVl8esbr&5oA7mQQs0Y-%U*V)i{>_|D>x6V zW{{K0Z-+}ix>bmJV|XzWvZsh`PE3#Dz3ZykU;dr_?>T)(Dj#(|qYJX|&~V-s!g$D4(b7xJHQ^KPAjB}{QxWdw(c|Jsq$Pkw;KMp(00UBV zWdsiGwhS?CsR)bj1g$4N3fiD$4g+`Jfp;8J&HCABeNZM zHeCCaG=wi5ihR6;I}`~D66en5DsM6a9g4t?F4WX(t`Vp`e2&5YExz}dqU-byi!_%P zF*4$y&kASKUEG;@8|3_YV44Z(0qWMTGh?r^w9! z`;yzz=HH{$9)3->f9sxV;?-JN#3v0(DWEolwWYWMFu;Nl&1Axz2rO1Kqz$VaSsN~A z;8-mWGo%}|mLRk2VE>cZe8==4gZQ%l8h{rS%xAK-n{p-OK}kd#fL|Lm5Uy-kIBjW64%5`(gV2aRs=B4#z{h5nadw zuuobfKgH9ae}r9A;TshO>LheJ;IB~HjhIs#J);|)-nu}iGcblRDrB~1#0~P+K0d3_ z?FFJc*zM7xZtsO|FPhyRa|T%4VeRITL*MvgMmj7yu3ve)^oOEAkqOp|h-Wy5p|m9TK?E2Gu8@5*Sc z{IT+961I1T2mDQ#kK;`WeDimhp&(&a(Kb;2eAILR-eJ5?{T0!#8)#0iQ}-G;_tvR< zjO+vNHZsrNWd__H9x~+e#(;9C0kUNcE_HF~9%iw|95L8*x#L;}gv(jDaSxcGJFcal zjO{^4(pU;i8ry}CuCc{N4B8C|nQs~qjS0^&WKwdi+Vgw?XwCIr&Ipa$uts9FDg}P&3|C9jh>(;OGtshA1F~E#9dhz2+ zeWP2x(V1^_+c&zSH@l-t8hv!s=+jFYjrK)XMlV3yH>pdd?PzUFTAN90+tS+3lGYye ztz8{j>q~R@{P$0Jb%x7_X0Ea+$zh^pigdp}1TO@Fbv)5c#&8k5< ztK}1k)~W4)ch7<6@>^>e3d?(u-mDhbEl6$+=*a#={x0AzdhJlO(VPee>o=O?iO5tO zOYp64QV%AydSo+S$n|HzTPA0y-2_wFw@ z=xaqJW2gLiomi$2ooujqV4_pes6cZPN!69n=kWL7BWi;_5wU*ecqF$|=%KSo{dOan zzDI7-cgaoq&gRA2BPsTP&tV~warRazYL7MU@1qU+7CZqliM*||(Y!_4FtvdY3AIW6 zu(aXLdb2yBIY*G?rvcfxz2nd8H-PCee*ppR>*`%x_=KcMOFT1bZFJ`J;(Sk+?L zxBJ)=hF=(Xrt!KXcMj>dM}m*K3gi!BMc@kw;XbeaARGC}?_nd)j>J7|T<$Y?VUfog zb1JDaXv>&2=JBLT_rf?d>vvjbk}7g*b_n9*sYJLTC@%Q#VN9VoDF7u2;ad$3yGJ@ac7dDTkvcBjIa}| z2uN5ecAFO7Hf2)+zkNa_XpE4~xHBDm)JGR{&sgQG82ptxr-WNSDpGG>A;S@KTUf}1 zNBh*db860=`gCWTRoF+WIrmFvI@{)~az}saM~Ch|ZpY6Pf4+O@ZsgB{ckdp$IsRNY zxO?cne1rU6*gbT=w41+=eBq{{`*At_%(kIB^3WT3aOSovw$G8(k6bp2dK-}_WyFj! zC(2NR#rfPL*99|eyiPsy$aPgrz9(Q#;HFQ(nn2R*6WFK;--_Pe1;+oqdPf(V>_ zkdm|79sj-aRrVw+n>=e}rK-$bGIsZT&M)2gv)4&BW7YW;k#QMS=j)#h)zQmVhblpARy3;4ujoMF6wT$INQvae2Y8K)Jczth zpt6DNS}j6!J_!ayWy9yzcK?3ZdqE7kv^dhq;{QVYUE3X+ANF39r04xlrBTZ0yC67} zvSaXqYuT@4-VWiS*Ufbk+Y#kIe|L);Nnuv@C+2a2FNL|97*++pRLe#G*6*hJ*f>B5 z=LYQGBGb-&FN?+5U|V z*7#fI7TXdgQFZWMc9z~?#%^d6k{(~vZ6UhKnYmriKJP3}q{k9vArTEvR&Id? zPK27lNL93WOAj#L?htEK2v!tBg7FJWzYha#imJStfgJ$Il*pjiRZZ9lNOX|P50(?W zygfv8Opt71(4*3YDDKerpxpdTwm-DxF5rOQ@d>|UEV<~*!|PIbWIa_-IyCBNkTas4 z$nVOn)53$Qc?-Ux{Leh`#0hbY2kM^litfeY<1IV%7mhd|mV8^W2u*1rE=2r@5n{)T zyi-`z6EGOiJ)d;Zk?@2pWCAxrmJ7H)0RgsfDRqfy zKBDpO{bVPCCsDQ^#lX9Oj1WayK@6@UNI&xmY#C@40zKqa!XOD3Y!Fq8MN}>JOuTU| zsup`uwYU~li^U}h`+Phms)m+$WeX+az)^npv6~*+wwt{Ik3ieFyj1!=8a=<&mDk>q2bM@* zBMvS+KjJnCAi&;0mw&_OvAK%)lg?JswGl11I@}LVbV`S1THGTSX zyDQF@T+TK$IoREyqsNq6?@k;&rpm92WlD(;J(B19_}9YorNkZ|*qN^d9Y@|>%H45& zx01U-D%!l2T7UWHQV}4rB3iFROkLvKt>W&=Zq#GoX#bS33k0y7ok>2;%th|_2ahS5 z?Rh!$2K`hbMxl7C**XaC^vfiHaMNwsfqQKOPZ;tsL;_u$%CHpqrMj_Il`vj=^eu%&kH-COnSMf<9* zUAf10XUli)tNM0gPgUCf>_zX~SEHq}eN}(9d?#pS?c|=SJ8R#$r|R#kE}p&Uo%Uke zwJVTEX?y$jR6SlSak0e3zU`v5y?s?zF3z5d_BB(Njbad{K0EQw`rc+nJ!XW0`r+az zlRBL(m!_;M&`gPRNW%-b0ZH+5;+^{}@9fUn{rhZpU)4Q4H!!xl44kFM;gY+RJm7Jx zC$6aalJ)#P+dVI!r5ms~9pGSs6g6lj;@!Kd!o6kaqvPP6VYnd4jJiO%bdh|EkB#gv z8%k|R7*XZOaUh&Cm)OGHGJKg)hXxQ*5U_|#-={LnO&9*r!hf>LuM|H? zl>poe=NDLtuh__mITA}J*FKn>FsArWmO5A@9*bnrK59kc9%Krx+oQ+ZGE1CMqcxg3 z#i?H%wZzrrmqy8GX_Rnjgc_suEyi5OLs=bNKJpl%Bigb$YI89|{N5F0Q3*XEycgBU^VNKrCETCs-RU?Zri%DC@9P7HaJ}d0PSxBXR?aNU{=Rf9;2jWPur! zil6x9pj3RIRx0+F&elrLvDie}&sZOwejkEe*2_}o3igkC;(cKyd(ZnvgkOSv_v@d& z&uLO}%IZZ^EIAeOn49Y+f17A+#}pUfn(IY=U42|}VQsmvwxoS#9wWK!y3&%zddcIe zMjmU!YF+Z%5L#5{aWai^d|L-oK~_aG`mQdb#gFMKmhH{BffQ_NSkS{JB46DxEefri zj}Uc7#>=7GLjVaak9s#3>Hs2`9So@VKm^a*Mj!%T)*6VA*qB&HdPiDYJnuBCpglb& ziDD!m3B0?a4c+qG_^ko$oSeq_q{NR!qODPgt;Ez04C6}m9i|aNdJt=a+l}|1`-Zm3 zrNSP7l@0sgwh%J`Cfr8jJEO)|^qTLk@;Xjd=rL_BVxVo2TRLclj&K7Pm-jHn`gT(> zu=fsA$;8_xhRQb_PGfq<$sXX8EqvQMkk_2YricoWtOofAoyXEe9yNNc*grB$@ik& zfpk=kUZeM>Kmcki0=Zk1$F)I!E*brPJQmjxKwhz6w8nNp(o9lMo}_z;abb^PXgD1Y z1NuWk*`#`kqdqEGSC3=Mala8i9!WOkM*T2OeU90b4S=F{2UC9k%CAU2?9m+0e_79e zS?K3sF!O7=alqDP=f&2s7M&Vfml0c6V26s5XfZ3qu2{IZHj|AU zCpqn>cGNc zgxJevKfhcSQJn<_7f7sQ(}2MQ0QLd6(AYnN%;x^-6gKluCv&Gz;IE|ModcNAKY)xN zs;VH)P(YH#76FxBggmQJJ}1WVDM<9v5d$1yiy_bYb^E7%LeKV$qQ%cBTGGQQ(Y^iL zExhZPa+kS7@A7uQ=P)S=yNQxni0EGUxax6QEYP0Drw|&PMH3PoQq4&z8K0DrWhSMR zlTvblNlCD2VNy!Y%COKH`jCE1Yn+slu}LXeZc<7vG%0y(?BYo&8K0Drf2K((dCrqk zQcp_B@{>~1oRpIDOiF2UQc6dYQu;4ADWw;hl+3eFO38ONDW(6|NeR}Ji|Y!S4qN3wpTVE14g&W;~Gnvbd1L}Cih&E$JM|;)dqGQ9go=_G6<%8 zIwo`%`b$!cxXz?K$^>XWl7F;pvb{<%+N3q-YC7UvWf)IN+LbZR)q`o&nGX*pTBrU4 zYG0m-F>!&cMTg07XBCY!=0@6av0I1)K;-ckajlsa2hFtDYo-ZTcFYMO26iG9ruftn z{+a>}Lut*#rb90rptjf>pL#g(feqSfuyjMbdjQr1!GtAibA$ePGfe>AiRv>Akoiy%*Qgd$zTW-H&rG-U@5u zO;q4?9rt3|9;df<*#Js(`tTdiJ{cb1Hpw(Rz>g!inNJWG-JKtNNR_`J^iQ5$4R^`| z^Qs%fDfLH>33I?@bDYJMJf;qMIlhtRzUIS;c?%y7;#i8^&0FM=bQ+JubApGu9SC)M zeinIt7Wx0rEb^rJmzYIhPtGD@p0(U=({0-K2MugvD zzsnvKyLNH00%4xfk1t%$J*`t~%u@^3jxP*L1xXKjYx;Jcr=`SsVmE$1~j@2M~6nAZI+`S#?frF2SjrkP=b?M_#;pF z+xJJjL+>FhU4tgs9R19-Rp;s4tjB)o>D=t}f8SESA-~5r#OTfLh^~RpsJ=TA_7v>N zvs(5hPicSRNi80$I{=8uHkyO@i06%kIuUfm-@8EsnFJTFNE2t7lQm(BQ{D?-{7&@QL~` z#^KrVs|WtXA3o#}ckB5*Ho0ev1g*#9o`F@&E5=aA!5TtUTkfsUYq(?w1gveg+x^VK zLQH?7Fw9j(0AgO}RDBnJOtAo(ahnBX{F={KKukhoJiq;4{gf&{9Qj3{XUUtCw{lW~mdbj_scjNd zz8qH$%U=<-5WP;Vu8FtxI`tACXW;8omLI1(cy*Nqj#4gaHNyE>*;NA>Mucx!1MAk3 z?>Ux0SX-I#aptkJM}-}ln&1i^c8I`9DOKpXSHX1W^ zSdAp#eicCV7Llmim+5yQtVwyIl>;76G--LRb)HvnF~W~*h%y|mR{1a0^o2*&F25j* z#7b9f4VG(o`&aqc+^GRgk)SB2Fil53F0YYOh;&g@GdVY7))RNru$QYSj&+RxjJ&>N z7D*8ONxdQ%n`8z{pmXQNiD+h`Hd5wap2X96GkIJmkL%=dojk6S$93{p*ybd;sgs*J zxv7(zI=S)5{Z1|<=SE{@Nb^?J6{gVDLoQ@%2*!Fbh2f5#+;PQ_D_5N9%b5|gXjRIY z5o)8FkTX*V8E%3*Ky|7R)hA4()e45rAosp-Sgs!;PE+VG5TofQlnMEj4Q(k5DJ$dz z;TAP3sG^9p9FU?Y@(2=^5P9a-P)_98T|;Sjd+K8^P+cEWoqB3?Oa`NJbest?Q;z%o zJ)ROU#-s%4mqOH0hkbN zcadIEs$#n8_~&V4z^y<7KU1H96lCdtd5&1< z&I@zQ=BhUh_;Ek*zU-_@@V$blndjXnjU+9$bo(ZyLM+C*K67nRV*=!73bGKX@UIt{c1vN7o6_%nu6D z%ny=affOZGD$gJd{4eW=)j)(!s0NUFUy$H&?ZETD(5wq~AjFVfB`??&^159vxBj8jq)~Y=)v>ji|nPgH@$(eF)y(%w#Bp%dsTKdfBVlN_m4on z%=+LpnA+BkQNdi|*<@a46+nb!nc2CNu;p4(#01tDp87%X)!57IWusHqSq0)5`@+$w z>#edcu+w&Wbm~o@y|Eo(){#>`E7zHBasMckY*Ild2+;qdvH$ZK0x+_-H3pB6Uqw3h?g+@ z(f}vp@5>p+j77)mP#WQ6*iepv^2$e|0Xf`Y`4AJC@!&f>8lQ~^-|5lNX0UM1gb+Z+ ztI#!OyjuXii^n?#;5!(N0KS9As3jeAu(Py-pbm)kCS0@-d?!r{posO&z!I#u=Dfa~ z&|}9#>8L9z?woB5+@0ZyN^o}uz`4*-YwM26>W*sm6RCRCwgDqIiD<)H6yS2l-y4v0 zcb*?fS4S5UlxAuqoe?CRIUkZPh>p}qI3q|n<56s8goHC}JlXZek#KdP0SRXW2{+0k zAmNPUw;|N1&f|$B>Wsu`opNpW*x!AIUF6yf1e-4JgV0Ue>RmRTcIx}4tHi~yuO|G? zK#v-vJ(Z_M$Y@=H9W(b|R9kGBZFlP& z*+sQC^JQQtVa!MezhY@XEX#P24&LFF!&2*&ge6$Jpyc&1Bq)44QXBgO^p#ROE0#1E zFb0}3$a+|{WFwjjb4-i1A5tMqQ;7y5F_EuFBw^gdeBvhq)uufYLWVH!Hb*9j=`rD` zy=9XstSL`uS$yfRBnrGk;shA&FtE3*wPyRdgXQbciQ}?Ae|M@|qFT`0p+Bd6x?szf z*{ermd-Z6!z4|N}sfZ(+UC>@D8PpAXXBXc7fcgHeUui*CFO=J=?E}HyPvb31y%e7H zQK_V^y_BeQe73I`y8HjfQB~d_*{FQFMON7hSP-oEsz*iy%RTiJH>}v>XWY>XQGIh0 z5A6dRl|Lg}Z`o&CgokYvaQ2K~<3wL7!23Maz?QCoWhs(y7rgILmwQIz?n2#ZTUne$ zFG*q+B?-;UXgZ{ES$dQzx**`6^t~xknct-Oqs2Il3~zlEZ}sLD<4Jx~+v2TH2u#M- zH^f7^ocYUJDNEzp(xW9zCjT(%PI~<(X)frovVw&KBAT;=l9!hj>ojN`LcCty>fW3#`VfUiqp2Sm)l+?3n3#*4F+7TX3Qs9 zQ)Yzf*0`Brc^j7}jNXkJO4;$a-nbu262^T)$DK$-%u5U*r?B3rBckPW+#_-fEYWd~ zf)iG}uP_KSblj8CXg8)o9*t>`Cw0HTz|DS%n*EYehFm_y=h8RXSl?ue`)08gyYbXD z@tA-(W6o|8xK%Vah;q-8YNI|`8yZUDBX#gqOO(S!W&DW`_`*I8XjrYG3_e%y?BZ7K z*k`=l7pIj%Y{nuBPIKj%b05!S4yv7&!i!??2*e$K?gNH92ICfvawBLceCQUAn48?f z!h`ceckU-2oX3#9_nwo|B@E$L9-61z=cF1wyp$__FF8k@2150WSkg=op2IC-E1MVU zJF{EBXF(gzPb>+2id7pg!@^Mm=(5d*m8Su$Sbqe_lRwuit##z?3bjTsjN5x+q&!CF zNN(HPCC(UO&$oxmpRYP?smPzZS8nb=CS7=G-kP;mhp>hN9#@=KXe`uKh@Sl@Z?N%?;AFQ+=1kM=CP zq&olqu)9>f6)MsuPSRG^?&L+c*Doi8s$`vtz?h}oxtJRn%#7H`l)_r5fH-}r(Ok~GY~!gEVM#;`oC2dbE0?zD&?_m6*jxj*nMxtHU)FC_n@xx?7_G6P-% z?cNr$E}1n(0rS1jTEfXj3E46w^jQBHE#r#&wEDK{|KzjOzbn0?8B4F-+n;0aM3Vb~ zCoh~kziYcbhhi}is9xlR4*bC1CU_z zM6|h67g_2`2X5b_{6(xZe3n>hfo@r(pS`6r#*zS|fX3D%DZfV8oS*+@H0tX9)13QH z=Svz((pZuTL@lc*Sr^MjBjzAOnWk-m)p&Ri9#Sz z?%SeTwJ+_;>r>*x8~ zQ@uhM6xY}Ie(-NF;ssOzex0G#sdG`4dZ>?a3%~jhh~blo7TCEWZl`>HPny`xHjC&377al=jS#O=oNwwT60z8%9{sWm~U<#^lUNc+xDOw z4Hz~bOxSX;0=g=L$gaS8T)T6T$gp@j{kdpswPFkR8EqF0O4%h~JqPLCj`drNYNgO~ zW0&I7_r0QYm-$3PyApQU-e3Y9425Bw&UWML-F+j(#0wh@x^`mFBW`M?TX=hX1J9$( z!Yw>=t~CeFW#${zt(=fnPDm>w=nZJw-K4Oc=xtJ|aMDXPu!7b0BBJl@#nShBtnWW} zp}yZj?O51|@oq%&9KmjsZXHa3EYMDf@3zi-eD=EQ&;>ImLtMmnP~Z?VqohYdyc(7h#Lr1VP4y+GPom00}?Z(j?xG`je zNj7^<{%hSfdIw*~|AIcIWzYRXSbev(aq?4Yr95#0noI2?)YO zAEoZoZ^f3RIE?*VG8@s=81l9@pN-yO>*MVEtJd@&pVa{(=99TUc&mH(t+q8S*jN}T zuZ(U1QxbSI5fW~G7^`%^pknyY{^Oz*XyTo7^aB~8;Y&hf|0$|Y_J?kw{89I{_dH5- z+pPKlsPMJq#NWK}w+vKiWU z5p|kFNk&THAiWd+ywS$5h_1ELGcGQFO~&s)ijoN6*+_vW>jF_L7lAW{Wz$?8$plm1 z{l&4nLoFj8;Sc&P1s8SA&h@8b&GGDAZxV)uYw=yc=^4W{y3=|+(elfh4|Rc@*-8GF zi2$^Y7?~+F_-sn6XHSC^_cAU`XMaKna%t|KgljG;FBZq)!_e_h{K8L@HMdR zC+;mE0X(DT+!-Y@GO3Ge85slaQL@ArLt)dwGG-7Av@(&pGb+G+0no9LJFDuupBVjo zZ1nTt(a)>uUu)}MtLk5)VizLfHi9vDa_FLRP18}@Y;Uj&S1sT6@&jC!S@)m43U?iQ zEz@a0G)U97`mgNVIRyqsGZ#1|<=h-xvS37l)mIWv4c&U7Iy=idIP=BCDjT=cJ2xVj z0SG>M^O7@fS$w8($VwemL^jb^QpJ7^BZ%sFw{5{|D!ngBxhnNZOQaOKM<(+f6qWDx z_FcV66{BCo?@U(l*!wd@d%);LO7LC;s1xfEEy7~eZ_0dlQ;51sSYhu5*6xUbLHFS# zO7NGH%l9D>9~*{HlN3j8QmT)My)4Y-PZ(}0_c zYh@ICP3LH@ngluy z*rr3HCD~djlJG>LizWBf>w6BM_qDgk-j{$fA-*}wsU)j`3Irio{9Px+V?PE_0m ze>0(4Pk4(Z%rg}>yp~%>G_`vf1E^#>NxWk;S49wIh}=atV<`1+2Cv0)9Bgzj-Wpf> z{w=>CYq9as%wWuF`&(lfsqn#ci0-L#G=Dx_Myg14!ahf`w$I zc`m9P$chX6$QF$|DU$(-pLri*0uOK9$keJ=L_MSF*RIpxL zrd!`EGv*4rV2DPYou=q-!jNX}%$R-G=01B>XJ2WnwhtgZK-uf%+hyu9nwjF8>}}MU zgEzWvn^=4x$rCC=!z$vNB^@Q~@~2Xr&UbG0!?@v!<%GH+z>vta_wM_?T1cpM8uY4M zHWp}}0e;N5vdjmX`*&VrYVFTe5}O{&?I9jLmS72evwx#57|r0n0xY@4!x_vPb8QG` zFl)@t0XSZ5hXD!*XD|*B@TmOh_xV9TmSQGCF)J=u%tWJ@6)0v!qnM*=)NA4} zcrcQn^amn|AiqD7^G70qB;FH=TlsGMZErLH#&!h7m~S+IFBTgOaEslI=30IihJe9Z zn^S(5Pv^$^-}Y&koaFcVr*rdWks`fC)Dz!Ah_E?`@+LN#J0h!Q&wT6~fBeqR{Or%K z0OoM#^hR?i^658!s|+eJobu#lSU8>i!#cFXChou=`J?}l=v<&8P!`s7iJO2Ed3_~z z&T>XyTP1Y&ZWR(APP$k))3-Bk6U^lB*hr`V-SJusmx-9!Wru+{p#QFYjKWgH;$%|` zWD89XdW~LHbq`nZc99I5sl~(A!bS)W4(JmP1M|i5FBdhH^-?BK&@>-dU4A2}%Ydmy zDv`_Wg_ub2THpQmM~)(yZFUgS;q1x@(tY2H{r6uZUb&^-V?&p_Em(+%o;ctFbY zXhy#lfQ(WqM~wbe7^7(A+CdSsYzOf)@dmC_WB8OK?rn47s!%ms$m)Pdj%yx|Y@}=v zd0xKV1e7F!qC@$uMQexLvr57TCK>q}b4Vm1PLX)Jj?5+l($Qgf%;65ln0ovxpTaAX zt3ZYIw*!Sa!P9*lC0imVQoiDg7)F8o{;SWi-k+OO0P0=lzhm{a}YEfsj7ku@U&e5;OR zJiib2zw_{>W`Q>qN(jnk62uEi%(-2RmQwDPK%I(dg4C&m@L@B+j|UX08FHctlun2a zmIg~`R3i=xh`>hn1HZ9wyFn?VrpMsB`EUQv{sO~J_4@G6!fF%CyF7ZYpMQVX}HJD0g>1avWIo6OSAhtU4yK2mI`XSY82G8e)K8 zv5a98zWa}l3!WLK+k3)6#@Uz<;FNgDmdyka9J?d&R&tmTO?;%8{Ql*VqYD@1P!4^U zkY4;v*0|qQ)bYX$_C|lW)30JrXaZdL`#{U@a8A9lZkBe3{w>XfY*ouW@k-R|z%PC_ zR3&x?!$FE5PN`SRJ^soe4)Oo({?uuv-P=sNf7!IB7NCSYlO*kC2DJMdX zE=vY2(h!16kHrkE!^;!%9#;&7unLH~HG1tvGbND|GgTwTllbVXHewkdns_rqw|W#` zw#uJcH3~7q;|uY198EUXftf`jAZ_|Id_<6ud*JL^r!J*hyNmI9)nIEEu-Fm=wjj^dkXFM8 zQbQ5t5EicACJb({KRZLmHyq8!u-%dKx6TRrK)L8fK~|y1`b1WjhnkRp5Y(duFkn!^ ziG}M)!|zKISS0I;#54*i3@nm&WYy3Ls-dpls7C#qX%|o#s5GX290G(#xEEm}RbMF3U9z}Mtwd1ME$jJeo`h)mIyg?qAxv4!`pg{Q}$hpx&h~y!_col4>9(&5h zXgmZxdI%WEu4b>!Z$KC3`Mc7n7|{#}t>2;u`q>P@M7)wUuBgS+$YI&G!Vy;fE%%@C z2>DG2x&Q*fcqr!U-L-l$6?p(5F~f>ly&ci&%}H?yL~_>_fcta<4=LiHyCNIi8dh}V zpKC$Csg2!<62x~#a-eKj(J>{;5*aYba7$*CrM78#sHjXg!cX^9V59T*Zozrc{~3u` zYk^3T|AZb6AnU74Hog#~vYAVEOB6%t$CZSZv;wO*5zBxn1;1_LlHFAsl_<7!Q=dD` zgT)42<{>!WheY_?iyHzLfoTvzO73wZcbFlH8|vI!KKCifeHG`s_4Ra@+N9P&MSwfU z^M-WJ-Y~!>67W|C6(O&VE{9k3udf$1rtoJ>?5;88CcLjoRJ7| zM#8u^*cJ(&>jVHId5z$d`e8VmItT@x-`8yKUH*%d*mrRwi;Q#TCDqvmi`&Q-l7RAVax zMcIVeY$t#mlmk^>RCDSDWvMjdSW=XegCVArC!&2|Joip zD@fVQrl1Ow(He61TWD2nxv3l6Wkak=&Cs=Lg+sFo&&f|jpf4_l?uBluJQsx==nq89 z^+S9pvAjGA0gYj5khsl+l1}-dR3Hc^qOq+k?XeP?vO(L?xwTa+VQdTrBdHeb+TWU~ z?uc#}LdfM!_#n8ubbov9x8{dEtyPq}2k(Cf8{O0QKjee56R3y32^=-j6EGdSlWGgY zth75x% z=+?PUsU6e3EW|x1Pp^{{EeTm2aPnlVwg9&L8~vJv}y zRP%vo2p0s<2Q?u9&W+0j7~tiKjrtf+X`&qPK!nB5NmZ|YB6)Pg!0^$9XVkn;_>TO2 zasB*hHs7RHi%YAqWJ0Gkw#mn%5%0_-P8=Pbz~uWtw2{hc?n%6VcXYWzIjMrWy#FPX zB-T?!8FvDRwEQm<4HiEiV#&q-k70l}h^_QQr*6-jjdl@3XUyg%aEFn|>CtcP`#BON z*6ea-j>P)$HC-*pC9&)fMKq&T&}7BVlxu9pRl;>GfJ-|NAZR%XpMuv}l>Y7&goDezJ1_zX28ikr75~nsnrXq2O;2Jp8G7(@B1p>%MfRYI6q;64e zoZXRp_Mt-0po|G)qH?io!*N}FCO$Tbm8MyT@~KoNyR zJxe%lxYX>k3Bd(7fpVg^eEDZ+rW{%%?r` zS>1?8N34}Ve!9`e5|a352rw4Fj`quQ(F4?73bMFMK^8X@WY@?lVrf(xPaDbwvk!ZY z+%0WJ2YxLv-ricH`$|4QCnLj+y}WR)_qX`zW)UNk+c? zvI~?{Vl70}hH;6F<|3h=>CUz_*Le^kH0)KUIcM203e$5k-kiWyab`wyy8D-pDc_cN zhZ61^FX4}(3@6pzY7hdq)HN*cxcg-%` zU5_0V@|@#GfA7_F*H`wqzMRKHca>-2_L*1KT~8csse7J2dWE{@%hO$d-}94rG}bHO z)~&M*WC{6KP>%8Jy2T~2>uwTGmcWgJM%*+`%(59Y^;{&aS|;c2r|QnqUKpWW_pB!st9D{KQ%%jMpsT^KA)ZU&3&M zl<{+uHzd9aaZ`n;Q-#@yD$J7hSE>+uMh{KMUfg-x)x=ZdyghW4C^&Qp{BNGJ6Hi%E zA_d+ax*YIw`J4Qk9&GgsiB6ZkIQ0HM+I`~BKC)`55Xn*@lHn_M$GCKg$>xSYqgnIZ z^WRNV&GXNHMENlTaDG4hVazb|HVx0$m-qNpm-l#nd5_1J_qe&d$Mxkr&bZyE0cdBJ zoJ=mscS=A2e&u zKL6d6q6#*U)Nk3gDGb3sZt(vnf9#_Ym;DEgxkAmFLkT^Z`1vq)R_piDdgxckry{wk zIki|la#xL-`%j{XFoWvuBj+Nns^wsREGu<2YhH|M8lN;tQ75g>nJ9h-i?eYn_t2#Z zn%9i;V4V#07jNjAce6>;b2esr&Jc@*lS}(J^&6*bM#C;m%?$Btg0vFvC&2nZs)HHz zEsT9!5)cS&b9?b>Ms6q(JyJ2N=iLvCyxr9|!_nBcoCh-a*mqB(soc?cRDG75L?_}= zbvCi8`n6OZeL4yZ=sP5b<5BIC(GAgo4hbEPM%B;sxMMmIkv>PwnvX|b=MKSl-U;u% zPe2!9D_!|D>dGruy7Far z<^TDzy7JRs8OQiL;=gT<@sod>9piTTC8g9$<(J$Q{wuLtU%lB}>CIo^-u%l~dh=`0 zn~z=T%~yK!-PS~Z4FcNbAz2G}qF3jdc|8pNo;0t9IDOWGR z6k>m}1rWs8L}->15Bgq$g(8CV`8bOVRXzdE=d}y{kNxv*IxG986ykU6ojY(UiH`LJ zmFnaW7nU-%O0p;;_=;13>7)#v!A@KZLh<~^5xI1SQ9mjrulo$FLk5yJP2%ahQ22Xx#k!xZj zq_ArcF+O1b3o8M5JpPQ^|KGzEx|XuQpI{@AXN+K-UK~;2#CW(=woqr(ZcFK+7B7R4 zEDQWx?zS14Eb~B7*n-+-Qx|HrCILu=`hKA$61ySc&l^FhTr78i;~haGL({Yvd&zm5 zN#3W2XZ$wd8QL1LR0b6(eh2hd5n`s{L)frWvbsGLN>G*#UEQMgb99MlNDles~b1dX;69UkhmrtvmLjFh> z6Ph%TT?ti@U=(V0oX9uqclxh1gN|@SKh{cJkQd(Oq%I2lHJSUN_Kse-V_NR8894iK z6%xtmqV2Jf^HTVZim{`VM}bCW?S|9i4JUHh>ilxqzJWlg9Zxh6u~|*~5H7`d!m%dS zzTGrOyO>^GVnaxhHZNa*wr~ll@}S3^t|T6J>W*u%X)1SIpA+ev6Pi84-LGZApxpi8 z()!KjxVF&-brS4x5x%U`ZBH@oK5divIwh?+hkC#0fH+3aSRZHIWX1T;5ct?moS@7UF)M+9eoO!;Gr;6T*7G2Dh(BL1U|p?7t11IALDx&LcuE) zS#154mF^Yl18RTexW9soKa{v-eaANSp+o`-PaFJu1b5&k4wm`v37lGvw(v!*B;rEH66ZecUU+du=-NLB&_^qS*0>6^(B-N|K9x>x(hNmHNt#;{EHgmN zt0Z?kAmcQ336ac=`vae>^Mt%(usepm3DF&<{Tx{)98$E5G@dT70QDB}sJ2*57gz|w zQs@E^Ddgz_k!K-sz@9F!Zxh?!10_3d=^E6o_Am*#29v3GVZoyJl>Mc60wUsj9V~YBPN5E@J$#m*1Zce zQN~gLSwfQ%vUzbjtl9z-Wey6mIJ$}NF=^Q-la`G#Y1t@~mW?uL*eH{RjWTK2D7#sM zjWV&GhEd5fQC2nOZ+;oJo7HP!)xQ0!XuH|nY`S=HzB>N3yw{8u$4%Nee$4`6;zjp& zM(*}Y*lGS9S6zll`$|8)(vQD7`tdhi>BnF3e*D;#etg;e`0C5*$G@Lwy>tQTB8D4} z$HQ4g=p=mL^%!B>#T0B#f9lB#D%enL=DANjsod)uv6)w&+e2qAoLh1^i66U2;_>Aq ze)b}XN0*cMeSd!8#Lal(*SxYezewVGJn_HxiV}bP!ijejgZ?UsB2Xp&o4>2vS>5p5 zi>ie3Jd_j^20!772BXzaM=j&Wik98~iijBS77sPo0xhpbAnXKjHUE-}az)q4BNJdV zyiG-+>6GlA#wJ@t9Ob1ly1j*>F|X>K1*0~XwXoD`fo7YRRCGI^)_ud+PB#nt;FV8(cK0)t=S-7Eb0MCE$*PW&k+^tr-gffA6^nhkMRIQ9V$!dnD-Z;??(h7dx`o#`%(-=N6^0kO2 z-X%5c%_fPPWwUK+#V`c=PqTuO;6%||V6$8xao;9qwU{?@^p@olp0f2gRwd?3yDE83 zy%t`{gG*nJ}wj(7f&Vd^J>;4 z&#ArcFV&^_BcF`jbLui2l0TAavn2gEx|pP*)l;)Z`~RXu>sYVxUygq=YRR5bI|dBh zhg}^A>6epR@V7b|;~4A$&UmX#1PPWt#R1mcwL$&m&)&98P4h6m%S|u%Gq2;BymRL3 zc&6Vua~022oii1)!kBZ%|Lx3Oj6ZUJ&1_*gbf5Pn=ws}-XH=V!JJp;LK0Mu~CI(R5 z7yIW+YMc6c8F%9AwYou3-A~P_EgDnssnhBPO-aD^)N>lAited1JT>;-krg_OXRi0BWw8jOy~6(ygrKQnsA@7@rZBGjK9H5Sm~3^ z=Ef`i?Mi?9vi7(Cl$cC}22LoyS+lzO-5Bwx{fVhQa)0dUd}hO-EUV;`DzN6jfog6g zg&ioy;B~8(6G(L;QMYa90B;B97(ipLjb^tP&v4|Em6V(z?+U9uFR8&aE1 z<%HwNJ@iXYNvN|s`@~bKdZI@+_(jSZH-5DY!K_#WW(|9a#sr1g@A)U7;aUAmMuMI5 zCn=>wf zw%TIe;HTe)sEE7Vt)qrd*BbQwtro9wN6-krKppg|>v7v)L|tHQVuZ!+%9wd&%>1&B znI8s>0kRk!B_xl{`HQFD^$&OZJ-ujnkS)^lgvV4u%7TVRDoRKw#;$-z0B5Ynx8(#I zP#`pMFJS?{3&Q~*2T3Vrg~;mbHOaCBfWtwo6o_ZvK_QEH%8snkVEZ5qcMohCusShu zv^Qu)HV3-BMJp}$!p9?F&W*!~b$}G~v61bIzLl`o3><= zApBwgAe(I6LH53?HWyBVjTQn)Nm`Wx_Be1Qi6nMxBVibhp_tNU1q)x0 zcNM0Hz^~h3!IF?_auH60S2b}T|E%Y-egBuik(R#}jR%JkV+Ze{(d?z1Pa^x0R`XMY*ug|FVC`oXUZV&Ro{ z+OKNF!pX03#6kzGa9NQ_myS>Pe`8l&>9$|tZu`quy6r3MwohE?wpT{muf1;jtC!bp zzZ@&u__gS^`@UMcty!F}p7~ntwx;d2W-;)kyqZpH7F~I1E8Aa#G3u+k)Bf$>jy-c_ zJNAmUV^3Y)cI;4M3UPW>^R@0sgQ!N;83ypWH}__H+aSW}ic!dnO?C*&?A9I(3Gk5CiQHZ+!C4JSt3><}>$Z3#~lz&*#J$t|$Q-#v&uJyrM!N=<W_EyIA@!^cwHq_-$6Fu)Tl%$Q|(V`LSfD(C>}h zb9e#2o=Sv&!rn2mDNM61-)>*Rzhm2jv{LUabx)*~I2^%of$u)Y``9_~x+~})!sizY zX*}L&TTePzAjmGSS9tzZqjepN)Inc3eH&kwV;)|ogY?7YuOxcPL$CxuOY81~pL$YN zhjPz53`w_+|G`G?eSh%2KTuvyeAAGX-v}1U4Qi|CNO+$FV-~?$O!jEHCA>?bK%F8X z+D~jWEZJw09pvs@hwnTYx##{|icx^tvoGGebsg7XAJEHnqT)tA)51-7TMf73CwWH5VUjzD;cv1OFy5@WVqj1z^m)3!)Y>n)MjME#yYBa?TX z_-6yh16-vw|7@+n-+eL~4se?#?ddQT<%P@+9$6UXcCdy_+Z0@6NL`{^Eu%u}X*&h+ zxutvU;JgZLgIm4KNNNW%WkM}@0rbC%^Vde|dj`=LpI+K$2e>!Lu*G)TPOl-uX5jh6 z5KT~1hrM{Z@Pw?xwX`_ugN{s}*bYvPS+}P1*q-tYFpiv|n)t2a1 zDLX+kF0XzGYu%VSpC~&el{TA0rOa@j-c~+&Scmiv zYbd@m{qP`#gh9%}#m|B#492xT%&7V}Oeyv_Idn>dk}o7_gf zsKJ^w=w!zD{3{!yp1F;^UMSZY;?1;l+y;_faWf~6L5Q-qzgAFIG>~>QHrrR5d+Q81 z0>BE=eRWDOLDq;=8j*iYiJ>r!?qrG^z8*JZR^7|HpdYCy`*^=kwUSg7bte^4my2m9 zOC`@)v-(LzS;>hf@f@Dv1>Ar~@e{g}yi?6t{1ib?cLbpYHZDJ!=!`P#K7vNinjZ+v zI5@bb4*q^ighA{@aZ=$p_*c7$S^_z}oXPXA7!E#@wEB7Qo`fg%jYJ-u4rQ`V zXD%gse)Vorrht9`3gdCthh2&=8#-C_WGrDY4{HHM9rAzgwg&QQ*0>kdsCvl9wH$5Y zT8@XfmZQ2m?O>ies<%YPwPXRg3(!zhKc~M52gh~o3!gUJ(rE|+Io`ytbaR$`WtxXx zTqZ@iTSy>$Y7->T@+{NB47*n44mVkZpq;}_<&K8R9d3el(x!TcH8kaHo;it9K0s0`iA;MsFFVIRyn^x*pK`PM3+l)6) z=9?#*XdZKuJIfu6ELPoFAM(IhqH9$74*wM#HM)iau^gu)Qz6-^RRQiv8j&%J3-T^@l0h~9!MG`s*xLcW?h_lUj`6`(r@ zrh5=I2Uza$+X^}+DeVrR1oFbvojZf5wCB(uRE9iP_-u{U!`#NA#sbBa9e$meTu03i zGFy=xOo)~sF1LrLOy|_?aw?KjqAH2`)+Y1FXp#&JBQiLBuxwM;>wcZ@kuBo}K$mIKtRsjfcg!;d(tk;s1d5^UL~w46G>ypK&KgM) zg_Bg-HszC8rP2m)T7_jQp{6l4L`b%FPT;N{odaMiLLjjYi949rc-B-$vvtJ z`r|H_xmU22)$b>=Ajr5x@OnZIEs1b?4THslAcyhd!#%hBt52!wNQ!a);8Me!4|zW* z#n@C(UMq+;b7LP!VHd1~b%tctt1q>=)T<#BIZt@{$4ml@m*>O}6 zApA|#G8HtUZ}!^A%eZc2ji?3DY@r(P7xwkFZ1nL;>JlZ0Y>6mZQYf|HSU}O-Y$z4( z;naUx$v!JW(lWPbrj1J6508{#kD3u*_)Khq4Lwq15V~P)izSz%(b4QA`U-tv!cbChT(6Xo#^T zivkXlA*iuvT8Ror+T`x7JK7USQ4cY&M~RIQP9Fe-Td*DHW{<4X%&xlz!duMdYw3zG z3vd#>PQ*KA&Bh=LVHQJEf&2(eo5D#2>~JJ=$|9q&`Yb&&*%vZtY-%PjFF_!PZ3vMd zSrDc{G=u4SF$(_zI`WJCRf-l6l#*gX>#*O-4MKiNEumSh+j<;ip8U z}zS{2yP9urF#Sii6v%0zZ(Gg(*SkEcQuU>Bkh14>q^dmrOd4l zLu4xNE>d>-k)gKLBSQa(cFOUmUl+vHVo>bSL_aLWblexy@c@QuM@}dW8MNUP!;>k2 z>^HB)E)j$REntd9h?~#=;B(y)#I870TATXd=BokSr9mk1(oA_nHbp~WU-rgPP=PD< zNL)Ziix$+DkfBP5L7m6~)7RBj+o>HOiWH-33LNaf_HAlQ+pE3_4KNFz2lf%#nH>Wk z{JpR}EH@Gh7JwASu!wVh8OS1~v<(g)MUG2%;QhxumFZ-qf}uBsq3K4OIs?m8>K^{@ zU=+B%n!$p3*oH}_)W=q_rrxvwD@_5_A*>CRD| z-GCE5h{i_l0rX6pQhKB48gsYG4fwkDj_RIxB)3E=#Ov5zyD&4h;2?^HL67IQf(v&K z`BC+V?j8toh#qBvOcCFKOl=Va>_Mb0GZ9EOd&t&ifgm*X#hwfRlC_&JZBsxpY8+Q> z@faZ#er<)3DM7=C;#nbOMUYQAk5L-Tf#5dok;u_3O0j!v4A3k;6oq1oL9lQkeyk^V zh#F;jgFX<6!|Fa5Pcya$e(d4``4+zAc*X{!_D!T7gm&;br0ag-xQdyb=ldO>mY$f zKbJf9(Wg}Pnba#5_GKW*xrlMge-k0JT{o_=xHez_j!5Yli$!*6By{CWQk1_wE@{e2 zNCL0@%#{lZ$ReiQXq&>fg)nf@^CBy!7OrdfT!)$8t$OwtAuxvba#ZJJsf5I(o^vGt-+&(3p0H0Ex_LmyZc8Y~W5Rvm=TFL<>du5;EUnGmgP~S7 z#&90X8_=X~wz05Q!znrPm5o?g?KRc8uxJbX!bc|y9Lp={*Jt7SnETbS4BzV;$(@@_-Skxbg8iN)^up~p^24~2U^l@(+)#*F1h$qnjX zaAAv}&W*bm)cL!y+ltRHy4HLj?9;R6RvN!0_%v$n^}n|49?T-N$2jMo13{8^@7{DV`fNtvUHo8cKaWHO1ZDI2H24oKJb)s z2Oob*Rlk?9YesJQNOY%LUVdU}6Xg88scoOydCoJ6dZdKEOSK6rjR0Kf}b;P>)SWft3uXwzw;t4&Eb{ATZdl^TQ8K;Cs(-_0X7e`;fn z$Etc;K|i;V52V3)%SLMtG1Xs{p&CP4UYehefw=OhiX0bqwoBM zQ>uI0{&62{ajV3-7UF<4Blm+Nj)@$%O;?$zxMUl0UQUD2jGinVH=B5D)s5{{Bid2H4u=(u^gRr1Vw=urRnLV`F2-UKsXp1OvA-i#El`f=M8iscFQMUW8fBN1gL==X}yRpLWi3TO>C29Hjx) zPl&E1*Rju^6V!(KRAC58Giow!0 zL}@5?6GlqH92Y|JvHW=PU18;sknyiP9qay5gQWB0p$HapP>cgUiFisZP!R2`CA6NS zVoKiyer0=XLJ0}3h-&^W_F!ARV}>#|2~17oXqdr5s9+>|zIz6N(WN*28Nm=3_w_RA zVq};eRc}vGnb?}@3!-tbeL&Hi-05Lqjg&IFsWX?GTf{9w=LuF9u`RsDMJo2=MeLxk zd}QId1z@>QPkyMjhd*Gj>hGS}1Nn^{f#$I!mCC%B%H6c&C7pHIgWYvmOtTTQjBJKw zS!7dLPbOjd=rjGyz3`Fnj<8l^?z?7yyOq}4J%dhW)7>+8p8FsCZx;?ru7QViq|-98 z!~0Rt4*Ngayn96H>#*WWtl8n$FJ`_*A?tj5K*<&2CRiNVJS_WA)_`>5@(=!-X8Gri ze&i|Tu61WV;ul>%27@9Y#@@``Sqr-NeDaub(}E+8X-2#%gCEkb8d_ZEijiGthOm7$ z>Jw&|yQh`#U_Q2gSh^?ufxBk(*#2SP{cbppaXb(>35XD8%^|~a4P$bK1us^&xvUWW zRJnibEGQCo%-A0O#R7u9@oTIRbHA~DY*&pP025(cB)o?o|I{%hM3RvZNyb8x`8dyu zfgW(`jee(tO>=d|g!(41aIC}F;FnaX+Z#lDpwDcuGromxIE(>*^08yeX^R#c7+?9i zAF2<#2ez7M35q!jQ5L?Jl(->U9mP4;)U1-4p-M)ow7;p6kt#(}rRP66QKfE$22n78 zXXE|Q9XtD^Y=yYE>(roq=hnE7$ct038|Ff0x=BiatUo@PwX{bkd#sip`n_Yy8K%wE zrdYdeT0VOjBc5ndrv&!VM88Mm7jll$HGfZxc+DU;Humkl_=xx6X2kpa#E2Kmh!=H7 zI__e_Sf~70=l1#X#`GVEi?H^ih;Zn@rW23qQsgQ))JXAc83vqPGT``OFg%WrrPto# z&BSBlmz1d~4(3*lmn_xVa@@iLO}5+7h>Q}3T^#!EdpuEA8+8T{a6y2w};tsd*5 z%NXl^Ix&fOr3E_~eDUzs-7IK^RvHW4w!hg=JLW)Txae$qzahe}`+a@S(cHzXIr zs^xm6+^7EnOGuh9iMQa%-}(=0ocwh6q=QnA-1`?A5F;@Xpe&Dm*rVWsFC5N#Ux}z$ zbjtFk*6#a9Q&ZY>{?qif{TWQyrI!Wa%V1GjtH4UF-LH#<#(mQ+F%o?j_F2eIa}^A~ zD5;VB+r)P1%uj!;ozC3Hnhy7p7-iK+WExeJZs zypX!jsclNjmwF4Ye@bmr#zh3YI^&Fcyjzr8D3yXT9m8oZ(#S)Z+N64j%6)xDb55hd z<~csRlUe|~4jjA>HwnYbZYluN?)%3EoQ?TEHtVs|1PYkn2K?1#v+27BjyBGb#}?Vz5IN>y{zlo8^ENQb$xqNa%SAOmo>h<0epK?kI>eV z!JE?~a-=Safu{wpreNLf8La6AN7MN4N*OIn@4qY7^xtIwO{5JpnfKlOQLM|at;zOTJx-ky6Xw~!da|7` zQx1F{x&Z|OJ7>YlA>mQ^GH>+-g)<{ zF#^rFo%L^a&)OXe`_+iJLhfPL>R6u{?^s$o7Iv;FHn0;Ns~0*GJ63n6nuMKd*>)_> z%#3k+4La7V+OD3zW1Wp#Ojg`(R%47eSIf@ZM!RO}ju{Q1tZqsmp}92-ZA;xfV&mFL zcPks(78?}(`6&;iAIkMgY)Ra^XWiv%Hq68FE3)}5UZpXwo-qNQsNA>gpdmDFyo_5% zWLj&EH;%}%)*R1{2-)v?CF9mBDR{T8*AhhkU9Tnx9UHHwZvmnt4cmhHaR5o~8`T9H zVF$f)Sj5@X{m@8O=(y#21;%Ho91LW2fjJSY-eLq~54OXG21W@IzMAnZ1l;=e8%Ata zxN)qQtp(V8>?e+?>XB654lQ#Xrnl5hjl?aMx`C`N;cXvtm>V&Cfd`Wd- zdtPbIeG5m)IDo0#{s)gK_pR>8gU7rR>f=8F6Nfv4^1xl;UVO(f7CrX-~I4CqbZ|fiQqt?vt6{ho4ee1 zED**SEjYEaE=F~akm5SpJxFXKs>R$GnneU(8$=f6BW&nn!I8CUF_~X=+O3Htd1-wB~N_rm>&sx7}|Kn@XGQF z?Uf~eMf1wp_8AhgV&LidwwdNhce=TS{G=?LbQ?3OmC(2*R<#f5?SsVO2OOzKnyh_9 zJPU=P5?YrodYt`YVQS(IycqAG+K&#ccm$Q ziJ4+yo~0kPBTMFG_9!=!OZ>-;&M)J~zyc(O5a++IvwMac#B-=Ue0xS|jvdB8;;( z-2c!LDT}YAtPEkJTuP7mY_iF?|7h_ZLvG%iOc2bqbOVMDeL6ek!>}S=g(WIaltRRO) zy2Woc8(UydI;K_F16XrHy8C-a;`HX2ly$8BP!O1k6f6&6dW>u1enW{_f%^zAo2uL| zKKv}E`HuO~^chZb6Y%LPh{P6$9F}bUes)|Y!-otX;$AW)@hA4k-5WG-fHmuSZ5YZC z#2Pl6ykiKGwW0g(FaI3?gdTeN^`ixA+`$*OP_*b5Uq4#7v(DXBcL}&NcgxGOyTs1m z68FNx&o*|3oM4sQEsba&?Y*fkTyO8Z+js|+PH6SuPV=6TEnM$*xqyYQoW|tr&Zswa zFGX@`A1*zYja`c6(!ar_10PXuYAz&l;a`v3Mmdqni63lEWOCweIpIfQY?Qn0CvPPx z$;et0f+1lrK7JIS`SN*8px&tA<3aOQgWjWn*%P=-*&~s65<_G>S^+aW<3;n4h#|GB z81bet(t#jy1buE$SF;PMZR%=?$&#?m4eEaafMtXFW?D5Ops!Q>sdoB^SogrYj;ZSB zQi4&|!CwlyEP}xk+q1Lz{!QJo>c)n@QbR-e^OkLEyRSEpfF zh}cgdZP+@J5{$15eUxl>amZ8S>qDLzUn26<_$ra7+J$1kUZkGbJhAcyc7?F3v6ePi zFVd-o6|s{38cZWb*3%4p_#yu4@#Ws_4FTyFzmwZ#%PjDQrkNApj7VeAD@~)#8ElaN z8;LeIZ1Z+O7d6m4zkYimtlvHsn`|k%hY~46fsROMr{AmubPqnZDH=g}F`?TfMq%y} z*L+TdTe65oyk0A7cFzpCZJ)1Gn%_8SVpebNK{XjzGxXca)S6wRVOmb?;0~WUsj3h8 z9b81HCK6%qNNjqGpp@oavM63P5-i67*cn@MgI;grIU^Cj{$={@UP!drl`v_1Tgng8 zzBy#%Zoy8S#?TTErq0_cdXY_{RyPS7L@w8WsOVjJPnbCgS4KV2#Il=RQsl-&V2BwH4AI`OtXBtynDf|QqppSaD;P!bK;wq*qB7BY)^jZ?N9e)j ztujGYVs(~Zo?QVStGkIYv0WOnhimWgNL-dC|iO_M4ANC!uu0h6|pl?%nsruMYpr7`~ z>oE}870-}_k&Tffxy!2~Ni(FCw*Qu)=&ixDI@r?4GS;kW8%GRV3DNUJK>-})S)L48 zjvCR$_@bhVBm@d%2G_`X9*u}^&4-zZ;f+?rMs4vEu_?PTJt3Ya?MB1UO-CqOE<;B? z54097MI(7VeMD_zPU$xg^3wKc4IKcYIz`;~G~;#f&S+YKoo6)6#23_`ANK9Q**n~y zD+C$%a2ngMj+=feV?s1{@B@E=Xq>0N@r_u<&Alre{*!^W(=OR9@Lnbjb&hp5n(N(T zryiSoS-)i;EFHFwn)OH92_bHxc36Pw*PtSU`t2YQOFSC(8C27TA@^+`0Wni|+Nt?^ zstKs6IsrA*b3i~%)d{GnY@Y!&tDcvDnyDtB<|=tw+sa<`o?#_%L~F#zgkdc%ap$}1 zsvB3MF8mBRT`F7o$eJ+la*WOQtO}_5kHxUxMlSVzG|zZ+)9QPg7@aS~K^mzY@FZY9 z3OjGCWUQ`E8li+TT@eQPcH~#E&|eGSAQ?3V9T( z<8T_^L@=Y|UjBxLE>G5`{3?le0|}zoB|T$|5!0Lam$C(pw-HPjOQWG@i_;UNE;2sg z(whH|7Qx<0HQQ-#e%9CPf4~j$P$GkZwGXxoT-->g_8H|if%Xb^qR=?po8bfd2fMs0 zXZ$|5{GO-$GDslbKEi?sdIWH78Vx;*9O`Je&EdBdbKT)1$fY#Axnp4?8Asfywpz2= z;lYIaM*m=IrG&XhOfpUVLzBmH&ibLk|BNJRXUNZe(@^9vac}n}sPn!A*re_z>Rk#V zH*+f~O{aYm`%GfwfSb|5(ry5vf%@krAq4cef6wU3oQ z>l>ns&1M}eQhfJ_;bXV1KH$l5wu+l`gZg&#$qj1LfYI_B88S}`w!A1&Lx2C7{H&!m`$Mq96XLKcHYI6BqMAR^s9P$2fq z1oWpiqp*$VXDgqSS|!zoA|asg4RM_q0ld)pHJ!(bQwTCY;LssQ?l0#2~_I z(m=j`E7tK+%j{##?tw?M$@|ha8hN3sh~X{5$8!tAG?&DQ?s_}JHzm;`phG|mOX_~) z!ADQ1JLhdW9yPM#!s)P`qJ?>340Qz;b=VW(h1@*Qk_&kmGk3QDGR~LP&VdXA!_)`Y zcmzk*Jdmv_TPY!3G8~<^klLo5Tg=2Q^af};uDNR<0ZvH}nr4I;xg@}Y!~qgp{>Y>5 z#16V|fsSUM0h8T9ZQfD)+jM?M;Wu&+R4zTUsZ5nVy5^xDex~tM!C&}5IQG-eSZ+*7 zkB`6&(vBW?8Xj#tj|JIVptmNFNJ2H-FMsY&KKp}vhsI%LtVLE!yQ|q~PNsSlu%g9o z1fMW6g@G*O>bOH(LvZ$IJL(>BE5$Iwc1DvM4E>qUfN~d`9pd&7I3kPC%$cz?Bn6x8 z9QGt306Wla)vS5$+-=@@P@OgY1Y%dQ=zQ+nZI0Bi{VnEs{*L)sy};iIzs+;!ZsVxr z6dpcv?l!te&YZigY~x;WW%;GsusN&VQy}0RsLX8EPaL z^Nv_jh|zV_W@!hEpl9XBHgztXdGXwB?%cU&RrM!5Bnj?h{LS6-=blwq--Dyd_S}I# zIoTk3{iXJ2K2aXN=eE3xr70z!KkcEkSd2UY)VIu|QQ&Z4Cre~WMkKChE-r+W6OrQ} zRMdWHRQSaOp$TKQIb)0Ynj{U3y2sFBh6OB6Jr|AKzJ*%Zo;b#P^Fw^geTJp?{iivA zmtQuBJ0+s5#JXUxdjO)$)wjpkh)7N~+|!$sood9tha znOV+Q@leto*k5a#WA&WcKG8{FHUr~sNCe`JB!nn!2DDk;x-YS}5lFiDW9AMmFE3AR z5rLLTOwB~%KJTX>=J>CBkvfNv-5J*WBK6M=QI7BGffJl5m}HgPsCm z#SK~vVxEx=#=Ig3FVYPZ+H2OtoyLlr#>xp`hKE5SSd{n|*gAyiM9t1WZ4;yn)V0xz%l{P7O4mkbm;dRIWcj9gxNr*A1KdY? zioEV^!JVY47;;`O=k&fUcnHN=PG-#s!;sh)HCL?hTr3N~7fEheCv&PjUJuWwaCtP# z;1{)Av{Ch6kj{gK>0}`t9D{N_q=V!2plp~(=RqSELpm#xU&QE3an!A7zo?FzW%h~= zoNmpjGhkC_*0IlPu+@d57XZ}kvXQ>1w?r#iem`iom{Yn_qzAOnt?k#sx3;fyZBaG^ z4+@hh-ouf{-yj80*G7-}-(bdH-$YS?4i27s-BNv=QW!u02 zU|Wj6SU4CzP!I+(L8)!4F+|dU+%!a33~mJhcPE1(VKW0;k$#)HAbMB`4Qg)t@G;3I z7GqAnmb6FR7r1W8`|Z>t?q#)5mzcgVo!^aI$PZKsK9}MKnbQmN;ulhkJc0X?weL%n zm0KKHF`yy|&yToI^lu3o4+mBU>x(QSz19ZbHE>UHgRzBlhtP@px@Q+&GMpG3bBu>X>|40h}=&@LmFDD|7_YhZpj-~O~!qVw$UUR{WVz3kEu?X)-II} zrD7mg$k1zMG%Z1E*jnYiZdIPgRku~XB=1pK<6o37hubPQy|R(({pTOK{^-icb!Fsw z?MJRpUm3Z=$n|T<#K`sOufWLl=~p>&efl*Yxqci-?f~3q^;p{4_i2yC0H&`c6){Ce z1jPWT^6lPjg0ZULSXHc{L_(Su??R9Lz*O4ay@598d;?PvbV!mwgTwEpqe4<(;3;sY z3_RykAPI_1?Pur3Kt7xc>z2MYI;87ju74jyC5pLke5?GOkz=lZi@Bfvl@I*&gYS6h z-GA>M&uOD)%@Z1?HTiu+*F+UODrj~0s2;h8KXy`8f9Y94G0q&}fN@wekZ~_|9R*g~ z)WVpB%-3ehUMToY_@@duxp+;vk*)BOZ8kRtf?~nCJi%O!Y6-cJSV1XaO!wxOq6DQd zv{&zqXen)fFYD$&!HciLHkAy)v3vYu-YEBRkLC9AK;p5A)*cFB$gY#ASm~G>_kk&^ z{XGzPc(m^wwK#YwaS`vRix~-mR@+o1am_gqfBP0N_!k3lOXW2Zw#iOL^nnyzV!(2n zcf=BcR06+G0{Gr_(n0{{KoeA&DmO-8HTY{6&IC}Uep7QEe zdV@;Ew#)kjO}t`8(CRag>Z6}?1?;D=s^{AnoRTyu%rSrQiSEV6Bhex|5($AQ#s)-xKJ5R# z8|T#x`Vb#7TcU%Jz`Y;Dg=MqZ9N-<>)Z6g)&HL}GHmmz_PrOat=P&J#1PQbpa=v{_ z^rC4?5uG(GfApLYjN=(2MLmVNmi=V2Ibo!PA2w35-!xLPV@48RG0n?Y?p!qTU0}J> zXwh;CNX2Gz4%XQFQvV*5JCKfo3ShELJqW1zN(^(zX8|#aF9lOsTntmWywqR_do6~r zH#XJwE)1&djUft)Nl;~&hI^Bs%6J@9saAn1F|X@IcUCU|hAoK1!lv%_3t=n^(TqDU z)bc#2%3h1Ad{s>{-UvN`RYD+gSlAeHldEb{HZ|#=4`o?(QI>`6y@d?2TH-@c#T;&g z^TRD)1+embz{%f;P4cCq@aV6i@EBZ}!lVBPRQw(p7DC{mB@{ETc$iD$(Qu4`+)l;} zrVtCE2E%T1t9K7l;nG;w<*6FJ6C5LEoMS{c z#nvqaNPb}?xThig3UhM&4A>+?S8>Zd;c!jv5?Gq-Uk~XZ6T*)WVW?J(ARP|c2s3Jr zF>GAB3yhqWUq0v#>&(sWp|n8~f(zuA#k^im(I>1&1><8DePAFKL=@AN zB7uk%pc7Kp6K8NpTZ&r>!^7VPF>pc|q7XRitWD?Z=q~ur80vwWB$@?k-I>S=lUauJ zi?i<3d!G&D%wtDc_sBi}-e;BjW;r3$!rjXu?u^U}J~np2XA3Y0BdoK4IkDI@(Sfvh zhmR&_S5AB@BT9uMBGrXr#I10zDFHN-7~s($s02 zdenl1+W@s7Ve}NJyQ$GO2|xx$Au@-wnNVuH!YGaY%l27$lW z-dzZlA)6$5Hb9U;U`HaH#ECUC5cUD z-^m4E#ih5H^q#o}UMA73nA3QU^t;-Y27 z2Y4~kEMiRU$o;hta@oLLpUbX^94|IV~y`^>=zU2%0TspOJ&a!Jc3y3*&8j@&k6 zLhmiK$R#yovrbICqSf;%YjB+~iWzDHp%eV!h0A=Y>9%DCyO=LCL6Qn`KM2yU{)L>R zsfv69g5M+wnUXI5YHA~Cm7!LVd-g09 zd*qrGJQY^Cp)?-*UxEl8w6f*ynYxe5v5*xRzmy~R)h7>RN=S~mQZ^P<XdxM2z01GKTHK-Pdcan@|SYDxeMKy~|}LZT~ROlQLw$aMyufdiD`m-SAm#C&i>(vt^^tAz38?EF8#kump-S5>rDN|r+diA_mbp1pD<(WdP-T`DFSV)h8NPWS)> z>q5rEZE7GA8C;l>;ZH>0s*}{#?R#4bI*n<#Y*#JTqYY}{{`b+;_nEH2E>^GLzli@P zN~zSJ$&^yLDzs1!icmO<_M^R_>Gy(R_02+g5DeL>L!Wc_#gnSKH)H>eu?VSU2v(l+ zDO>ZYCnlddrN$pi*L>{h$;YlAe=1q?sZ*0r<>ODqYd-b-oHY*$ONxQ;P${8V_oo3K?X7)d8mlg-7OnyuGbZ-af7acN+}s9F0BNI zr34bHm3cxC;T9A;q4>=5)=@(us-z8i8Y_HuNhRm|1ZzZy$Cx$iMIM4_Tv{oru~LL- zhTUe}$UXFve9J!RQrJddh~P+>bqKJUkJFVsSX28<|Rp zGEq&m1fHS;feO)~S1fC9Y*k)Hd3lva^s=sFY-Y`@c>`=PiH#qbAd?Xmh@BxN$Q8rn zWX0U1w^K$fY3xilO8K@5{q`oGy%%13NkyXmE@yp!M0?g6{~H^)7l_YV>BwF$24U#s zAPoJ2nyk?xDzr>H(tdpjRa(|wff-NSDC8rX2-~#9Snx9 zRw4oJ3IIbEv@HhXVdK5Jk?lXSFpO;<;ETbeOLIyDAd(>WBS8fL>I2AT0WNBq18u7!3M13y6=R?>wU>;=hN37yTF?w@WS?|0V-b)OwAGy;X zIOc^=I(Kjw@B2H>p7)M*{*L9x{T+?a_HUzaMfbD;m0fI!A2#6|$wVJC3WP$kGU8N9 z*CuyS99ad8o#rqC&^ab+T_d1a^L3~Y!UyEDjQZJ@ zsG{Mc;(pp)H$vrgqmz9d6~}{Owcl?yQI3r`C0@}FjzYBgl+h+=Pp`x3`owX93aGw- z0LXKZSJSx8TcnKumKi#VBAz*M+}odh9HJCueJcuC`5E`RQ72SVq7mh6CkE17Yp&Z8 zRec{;&7M&mj>{(Uk55#;p2^IG8pf?V5Z&==QKf7GB-gdti$=bXMw@Xg4)W>W3Br9x z@#|eMr=9-DagpryA-3#P{gFHVJ12dMpTfQ9REJ4zaZg}13twRcC)bb#UzaK z;_?*Wrk1(HdQe~}CIEbr_z-L%`8Wwl?pA(?wnjC zc{j_6?Vod(?!}Yh#k#b`$bI9;YjL{o=TukDyW7DoC!`_+VI}E!!{7&)-3v9ZH;$;1 z=Duy@Z;pihQbL5WzDXC|ifSnbuc>>!J#AeAi5J@*_;x#1*xa`#R?f3~>x{X8OS#P@ z7&RLaDUbkHqDzUxhZB=7$H{mE@IvIK7dEKB{Mp+?{L#B{s$H-EyZEkQMAbq}!x0ymFaPYb z&`Sv^U)28Bv;QV& ztEN_y-Y_PxPLL)s9Z8VY1%F2_0HqWjY>=;%?(}aSQ|{Z{!4Ds6bQL=*{z?{d9XyUK zGlP^gA;GPZNh(Sv#ddL&W@5jCR7JtXmM0+bx-R{eu|xznZ(*nJvmu~_Q5{ail2!=K zAOK@cYF1LqRvQ_XS10)fe^Ubpl-xJ*X^>&Or6e1IHPqNZA!lsFn3s|NAotGsf~Z+ zYW&mRWz7uMg?9=CB$#q%MX!@5SlmR)>8-LPnU_)^!W^ZDkYus}`o>H$nyIrH%KC|6 zDfJbdNFbL4a-Tqo1WZT(XQd?Ih|Fh@Pwb=m@|x!VyzT)FB8^wtc!TPLehYsF?BR?k z&1SeW@`%m#%-a$-shcrb?y_p8Rx>rj-1w=iA2sw41PFt^9j53t6Sl;6 zrl^&i*l0Ck$J$%V$J>Dpr_hWLjxDHgO}hKVM)nQ+f_4zeY%$+(sb=ml8kvJgEW<)9 z!$Ry%zPKXDU>O#`=I@@s-5eHP>D?SeKDY*-R+zE5>fRC1Tz-$3dwpduqANFH^9`Ix z)NHSWJkA?C6K@V+V|R#oqCgSvab%aAG=w{aj|Gvi7S#BqbGFiFun&A8-9j0o1N+A&-4DT!5G_@+Wp)6hJ=qY=O)R9(Va zowFj?G8RD#4G3KjP{~v&`h~G%1LQVV7(%;)6l-lWuPC8~9VfGTo(qwnl0g$vy2D$y zUP%k8u}+|>FEr~G_+^Ww38jKqWU?dSl)=Oj-!dS*h{2e%L1|PMR;ofK)?Oo)Ei53t zpxj7VX7Ga+HW9&9{%KUQefP=A(i0-gGOVF+U)=TNd+Yw4wVt_<~(JJ?BF8Tr|zty zHRPBLUt_Ipd5h<%A@`Yk5Q>Z>57(55Y1=iTYKP^YT>c2S5x9F14et$gIrbv7ya+8X zLa%xe#s_uu=CMqJ8HnPIjfJfAY|-TrSci2`4fU$WTx(Y!j=ksJG!B!@Z4|QW!eFbKmmT{ljUi z-E{zJK$X9u=J`NGJ_QDM7)TCB8&pE^*`Wsm_eHvRfGaUM^UQ>ztq};Bw!Phf`VJ~P zUIaykm}SF%cFznmix*m2y?bV8L_uUY#W)?R+EMg0<>Rt3!&{o-+(jL9Fq~zccB~{? zKzk7qg$^(Py07nzodh_?;ucsox6z>w&S6luW3&+!;*DOe%%8Neo&FwS=lupQ58MNP z{iG5v)b$=CsqMh6yyT^T+`<3)BxLOpcOQN{j&2K0J4n_O*7%E;xIKDRd!xq>pTw%> z`NJo_3in38@LKMTwy(W2>PhIrQfFVJzZCnTbB9l!XJ7Q-&!1ei(|G_&oNMljE_U}u zp)=6MQmfHvqg?~#;rThfDhZpTw}hi}5X*|JnU{%(_*gN;C8F-`r8Q##5@dG#IPD$> z>Gz29a^9dsWF$AUlq3t&O0o77q~vCJXym@$Mea-dedSvB?U3Lc)Cpyb+FCV(2KE*r zm^@KQ@lo;T?mD0GQZ#&mg%R(H-_3GyvvSz#bcuUzi> z5ML6}gg(w<_APAh7T)YR(afGf#?5Qm$-9#giUI24_Da!QDP~0WkcsD%98|WL!G@IO zE^)r-JUt|FcQ^p}3_JULMi9+C;??5awV9zMKPJy|&-z332CNMVIqXvh$++crcC^mj zf#xV3yOxbz%f_xnW7qm)*NO{VE4$ZziiQ__1w$G@Fav>dkTGes|FmVTn;>8pb3X!c z8MH<@tzqA(;UH>>7zeut9t1NO4X47%`FdIgq^Zuzct=Z-JB^WhdZ0>nboq>?W-+9% zJq%n@LUu|%bWhtlEp8cY(}_hbGMS#Y)8|>ThV8}q?h1TW=`9UItH!q4&lyuLS{T{E z{BZi>6%P-ZvU9KQE^ABK@J-Fz!Kj|LJ@DjB+a5@n3jz{xVj!%*cm+`M>+ckNWZ3{| z062sfa~cT`Y=q$mPr+dKW1d*?gRuM)_F64-U-$#muv4>UugG6%?=6Y~wwxP2;tyL$ z5Kw(2bqYL;lEgo+150O%Oj5IEU&vxvzoI;YvdwVp3sd_*9xwViri|3;nmL`Zm%BcwxL`- z)m}Z_y;>fQ^05z^>oSG0RNBG;}61tOS4qL@-lFo-t?pnKikIvWuTFl&yW z$>`bMp#D0ksX|QlfR9IYZ|L1JPe<6a<+}yc0`H%TtH%<#jS>#C=0qes{0N0zs0Rbk z>P?C6ECwr^+rhjf-WSO45Z_@bH~{+CN;@F%H;5ECEXi!&PPKQ>z1gq0ZHc&p&QXQu zr;yB)Ehs+eDO;yDn~ygX{wJ6wsgf_?tr)p z8rUf=E-d5&5KH85sLNR;6`EBE(u9#W-$Oye$gYu!#N-U@lzZsM!z_Zy|M3UfIVE=w z{CGQ0^+<>rB+Y{oWh7$`SJ6M_Z+>5F@=4ko?2lWzh}hFb^u0$-LIz2pL9Ep;n$jca ziM2{Egth9Tt8N-YSEa8IU1d!dTa}J%vM}$SQ}jU}TpE#C!n`^t6%#uzlc9T!+dubjpFZ`WGdQ&#w2uI$L;}1$4rpfeOH|od z^Ypb*j?FjmR5pSc;oD`~eQmTAUfOFT3o*BABW|q)AA%i}jpw$$b$=b-TPJhX{aAeN ztCM@{eD3S-$41O%`|51Y-oLNT!A?@$51W`x=LYxN?A|(+i*qmQd-+s>r(j@-@5OgA zch&vPJ^PSFjs$XE8sL&m!o@br<~bX$ezM89`y`&jGrWKs@F;#>b^pDVccya|KkqFc z^9Y5FE!_uYwHSP*HmEqn5hb({HxXA!h`368#8uKnTqQo@ig84e76vf0O-YF67yfcZ zxgH{kltfQ*=k$t`-zE}r6HmwTbliCwq9IL;N8*E={#X>~+&Zft6T*t0jB1TAolZ&S zy>6I|J4Fdb5nm3k-Zu&c65h@r=RCC9rIzWsP$bh9$-L?!nb)F7f1;?~C>9lq8K;%L z@P3({!rKj7mH6P452Y87plG4cF%n6fNwn03O6?TI0a1rFJ_5&kUTBBvBpL_4a!HR7 z{DI;DH%n&0mn4<+X0)+XIx#;!Ar_1hz(Rd5MNi>mp&a`Lb?TFEq`#yTK}h*1h}DlK z3mvU4bTnS*s4a9l@-gu_c75qQW3^I_`!;c(_j-o_o18lHMmkO7yX1G;)N>vhMN-vt zRaGU^Is)Ps;oT_&5hHi%Gr#fXXtVN9NeRTj6VlWnO>@CCF$qZ^kjUyuN}O?o8QufH zwWrnUVxVLpFOq+5iP87ac__K4r=2_z#TXF-)9#$-t!RL}v2c5P`zzq!g0m!|H3cNQ zja7~oWc4B#FD{#zpkCm%ynuVrM#8<1*{9T9IP8O;ilOLDmF&eI0jN!8V@IFK;VI z@Pk;%`NjJa5?&@C5t+?ElRXLdKcz-N%O9t*5GuGyJ&H=e+1Znf5rbwE_vrntDI#}A?{AIknLFMb;m+qS zsfan2|ABdN9SiNtm`fRRDPtbW7<6y_+vW7rv4D`iD&%~|j~;fuE`kW4kf-=4pqOMu z6SDKNwduKK_}uBU?zw;a?q@Nv;8rqRDUphRXn+>$a?ic<-9++slQZJ;F2GJUZ439% zyPu`Ew`h=n{FQGp>!EDorbk}m1ioNQ-PI^$ByuU0dr)#I7=rH=FDAK z;VP!n(OO)WRE#k-7;Uxtlg~V<+*Eb2loO1EdHyp`s_OZq`d~KnlLx$75Ot9;a-(PX zueLDsb{1rSA5~m_|2#R$HVPFJgkOXog&5dbiS-0>)bDk|-4a)N9ilM)#s}-m&S#_7 zaB&~?GA>P^&g^8!>#PJM`4G_GK(z$?SM%da(2mG{i;p0xMvv`>F~~}E5n^$ znI|Qvn4vl>1owEeqw0)d8e4rDeMTX@iWKat%2>HmsFt=;nLzuYg2GD(WW<|l;`-OR zu7_+(Vpc5q+_FoPWiBpVmif!gAb3$(=3-pVxHvCm;H%{dyy;6q71&jhz9a?a4mTj8 zw979GCE$BnmZfyO17#c3Cyj(+XB*U~5MyIg>@|b-a8eyjFvA=&&7@_1XaJqrtU1R1o`e6T5EiMm^XcTGCvx$$d)cfxCFmpwIih#fKK?Y@K8Uyv z+BcHmENnJb2P3OoO(Mcu6a>cBX5QMlAsPjc4 zP`T)1`S?UYcsK191!lpqTeCIqYfBVQwtQ4NQ2svgE+0QaY`bxXaZDKJSk>^p$>MO( zvxHO~bevy~Y7e_`x_UY+pgmvs4lYX5Jus)p@D80{tW9%wN{NLlcQt`zw1P0a*Hu9S z8Xnl{*&^s@n}(>F7+@Vxy&`yJbK1uY7r`jaFZvIQ_PVs82_X(X9@$hHuFaTF@=NoS z7I`ZTZ8-JDV7z4Bndf>WcqI1QSR@<7r2}6LVX~=v{>|QPFONqPMVFerCgrDl$bp{c zb4Kim?JEWO3RZ3;9U5<9BNp(dQBLnd#PPYN+zpwxTsRdj{I`}rM&udM4aUJtxdaQv zgoe^N7fF{8XMm-xt4^9Ok@zlwj~$WYSZ~fy;5H9sv0~~$WA$Ru`mVD@LQV=N;|!Hy?)|FifkYQl#tp}dYc(R^U>5JTv9}S((r-ONh zXqS~A4c$*<1LnCQ!gKNGciH~NUNf`@hY3~cnam={RB6-a%BP&_Q)Ue{pgUWb8pR8M`I zQuobiXiuO@Io7zzaN5EroDPgg3-;xIyJl=UgCbYM>2~HM=50y*WPO{?)YG=G)3(?> zGpuX@Jes-5R(5)4lYytM)fmWaDd7XTFs}xl-f665rX}WLdW34mcFInVhF1YHKN@}= zL1n{f`*nbxT}1>NXORpjK(5pW!)Z)6DTbj6#*&z6)mI_4XjN)Ut5Yih9G@OZj6ovF zVSR?^H+SwW&omgx0xdahBRjo&#zyXe{o&G8HgboXqiLJChngd8r$G!d4HeGtHh1|U zhM;Ykn#;FbHhATUuNZh`3~d52l)4ve{eOFKE5K|m&euBF_9t%< z_!F@PX#0Rlv6N3~P=)T%Upl6Sx?h%p z(T>-A5D}U2HdUD4@l2(kIJ(dpS{mC&+74KMN-2* z8#jU)?zlXjdU=+0>xa<}`wE(>MyTuArWME(J! zAJ)tIcByaS;khazDdGh6p%vdj^YmLMgFDU_w#pvyW*@h@Y(mIW5jKcDS@{-tx6o#cdqx5@aHXL)^vzLr4+EMGk@B1b3ArP7wGC^ok8?VjAI?VkZJj zFpZKp#33?z`ThQT&&;_WvSdRbiC}^5nU6htzV`h0|Nr|KBBQdl1KTfzt1`N&8qB%D zD!}~|T+S=+%PH12DF z8ZN;i*nmao$QIfqScKn*ScHVpNV;k?LM%e#NZ$$-BJX$pGKGMBgcu^NT_Vv)U!oBS zAO=u`mPF?doSQ^puZd60MB6LICp{#sXaerC5Tm3Lqhum)wMvY_Vrv_t^zbFfBt}W( zeeQMO2yq;H&#YS2RlOQ-UtC9sC}u*_#YKl7N(E|nh1{4j>?em#2jr>{t~DyqFPBZSSp@7 z6tA$IPl*}n&Va|TnRXaC19yD->EzyDsvt&QJ#$W-!8{lSN@B9>92R}UH1#|wapz^o-rL}{roGGHGr?8pjj${W_=MfgY`jw z(tU7wL8I+eIk9o4pdsB4 zs-ZWHT*y8`BE!D2)0s02Lb%r&>?J#={&Csa%FbNBR@SfKdTB+r*8WBN{0-b5+9ZN( z!Y@6J75!PGSUcJuY!qbKu%R*`&Ra(z&>sblT3op z>r=Af8-rWxuNPuj-R&ddJ;!IFkZ+KRGNEybd;C*DMUokcdp{lucxP;o=Sm`{E$7hD zOkB~=P1lD(q0x(M^jMN;PLdFqBzxvTqB!@jxW2CX&7S@4o_&fT0jET>3MwIWg~*3p zA@X6^DFufPfh(*T0#U2aI=?6>r7cmf4{Ta!-@U;0r&n%&HnzX<1-8F_h4w*(0|$R+ z*eq#I6BXE3v`oRI>0bg6S-ieM&eH5`sfJNg2Wli?|Kd;V>dc$j>uY~q;N6@b+a{f4 z+hoGFNtd&2(&cQMY&qK|Th6vwomP_xttMSYtLd#utLe40njV-dJJEw74JfN}i1rFGNJ|;tph>mU>b9Gz1n5-)c~2YkQ7vIFedjfC9IBxb$|9mR10+SXKd8<3_ht1@3yW>Rm75UB@t4bSnUs6@bR2 zNHhCS9Ak7TD)0mpXhWWWH4{%j(Ut%TJOSOt#{;az9!p99?ETZER-fj?V zT)x-;?7~743^ns$tty}6lqiD2rDBi7M=@vpzvn+I?{>` z8ikI?W2OZ)g}TMEICM;-V?A^%_1g8Cj-@Mg3Nc11{yfmh#+MNv?)CK3qpBZb1b|bM zLO2!c2@D+8lbZ?xRyGae0$z`;iZci#Qn#w0z1Ne&P1h?lGfmQCry0rS$z^iJzgYGy zmvyxy7h___&hZfmh=-)eLteQ5f4A@dffaP}lXmDoTj;WVqQ%0;<) z@thW?kRB(&V`739QrseON1mq7E^c?fWo`7q+MqZJ>)1*8(rUmAc_I|XbYAwtI$FcL zGph#TD6Yl>l*eh_8_GgZp<)5Ou7Ech5qXaDZM?8?Lc^r6SBOCWH=!%CL+Fg^bVf~f zhPZEh0BC2i54>klyqUxTU_E@0m8YcUfMu@VLOCLhqV+CaTZqhk;u8PZGY`tm z0rv~H>K~9xmiYDLlFcF_@w2sft)F}*=->ZLz{j6b0+82EiAwLHVvfY%efLV_+~vcK zdP9G=B%+zS`7t^Xh!A|j*H9DbT`7OdJf4sYl|J!otrB6DDjGs(J6P$%A0y%Oidy`S zT@z9^S&)S$@ER$cks#rMI}q027;*aD=5~&BL2)$f>Gh2)gvq0<{lcAJe$1i{r>Q%! znUSL=G42&k(3No5)SL;zWRrVd$q8inwO+?bRvrn_&%KgTi;t*N^7N}Zxb(tl5PYt6 znzc;0pBEqI|)hB+|$ zry`J$lWTKPknTXRkqBC=F+J0`B>5IQ9VKL0!ypA+fK#Gvs2UH^V6&N(ztbz6P~2zD zsg%z_Z`M4W(otT@(2B<{L?AI~mT_!it)e$;7BWgh_h!w3jFw(NZ4iGmU{SijIELuI zK#qc-v!T#Ud6@E9T!B+5t*=N-86*1LUqi-;4{Jd>0rzv(o2beNA#`}D#581Y)|^gd zyPQ^OtuYq_sl|=GS3YZ@HhnOY;{}r!yMoCntklY5{X&XDme^sjO~_lHJek#dy*9v* zXXSyz>u~!QA0#eWihEOjdN2`i1ke#we|eFu0Y!Zs~w# zF3}hh`56ol)g*#H?3x4?jDlF7_6tW8pX)f*1%c98G0xoUO|asCQU%S?Qf_x`MbP69 z?POBk3Z^32IWk;-iFUr+i*5{PntkJ#5t}9wYO}f4*-P|vkVCgDU`Gr4%5JdFTrLvx ziDdFIK{cTkLHZjbU@8q|GNsZkxlH4ISy(vzQoc&av`q`}qZIhXFp`h8upo3}sbFYz zRHfyw6Cit4=(!P4gSkX2`Md-tyjb(i+Dn>sFXQWvAtn4gQ;zJDD$3=k0pHDXjjsMB+PvigAt<-%j;J?t!ZHYYZ zPM&u@@#}?sZG(u9a`t6*_WO|B<+$E>2z<*Pfd6^n0qEl*e5)UTp92|TQut%38Gx!_ z9kC{{;2#u?5D4a|(NtHaAf?oVRdmj3R4TNnR6O;?#YUx~3@Q~ms#Fjz|9lz`5*T+r zdG^Lr$z86o+E`o=*fiPh@dA2m$zkCR{1FuvtzD%jW}+uYp5ruaAz$Hpo?KLZQ^zPY zVBoOs5v=>}$#tUTl2c1%>9wKI%KGQHL=S!GtQ~8GJ#_Iq-} z=S~Akgo!UfS_d8V1nkI>?+FSx-7!kMqK(tgt)cZmff^{J!*yM)0bwEy5{+&EUGnlY z)qi9j&PQQ5UPIigTT=(p{V=dw`oeC>t|6$H8e8!A@^pIkkALh$pl+P4qd9%KCyuS! zV<#d8&l54rPef0gh%KI@pSvY}o4oA%C%ZXh&9q2H%g7PHo?BCwj5cNH<~OkUt#^8#lph*|fjES*syy88mR zuXwuh3!Gwu7h{7A2&`oj0UGOlmiQ`pbq64khp=rp2MRfWtZRfxKGiA50jtojmoUkZ)6ALG8}We~ zxHa;>-7~@xPeF(#OB_t}@kMT}=J?{8K?koL~_3l(p4 zsgJp1A0t;U>=)?bg4_yp@eB9%TX%1teD8_X?(H+pD%{%>@z?p?+h?ur@28QUxSVt~ zKmB_@{oYTj-7$?qsf)A&7)$^QqBvO+I0nI`jJ_y*CVGDQ`fUbr(VT);8C|pk?{m)A(8fq?V~IzNaGxXq&f%aUSrcrrDhu!(1fPpF2YGOMJO%D zQ$o=Vsh(*8iHp~f^$$D}M3O~9qX0rQ!QMQhTWc{)DF6yBq^o}wYA%FKHx4~pZ%gDa zS8of;rt67K%4UBXhAnDWy$InEfF`B>`Gu^ zq6X72B)(vSi7X9Qg?;|i&vY;um@>2ZURA9vwf6_Myc)WtD1dP zyRV6ER0WQi$T2fgSK;T=qpy&aTHzx$lyg^YkAi2aah6dqAbCNL0{l5iPo%qnO&xWl0IyJxy^iauP4mDx?H1(d)*hk7ozO;=mQR~*ikCX%+WetWUH%#^O4P;beFLfPDSv2CSHUi{yJy_b zl)u?yI_I9VwSCX1E`NFu;CT0rDlK80uyaF$CT@JMZ0wZ3Zy@q0>SA?dP#JFps2qBB z|DXoAa3 z9KN%Tp;NlT@SQf}e>;3<6CZ~c$CVc?8{5O4?eN{%bA{nM?F`>pXZXG^5lmdUVzRp( z&C7=q|I7R9HUB76Dp^5MQ8!wOR;5byRMDX7t_=l9v{9vgLGNLWFBOzmDhz0ExWGe( zIQ0t)$*vi|ep1>PAq-*t&5XGoZ;^p_109y&3%Q_1*7Nng8aM+@xY+PWmz;+fS z0f5&mNU=b77C_;tl_K^}fApvzvi!;T7qwoR*!?G4ebEVh>nW*JmsPSScmf3Cn0(KO z7N%>C02N;X)twfoNaW*7c1XPlge|}L)g!9BUprks+avBI+ROz1iCE|cBR9}rI?%?c z2tyLAAzGZkHm=yB4p5OiG%U@)%g5>RXPNU9Wo1KRc2rjGG^0Z^(ZoY=)$;{%1T0XZ~(J2**DE;PZbFnw`IS55gzDO=1G6jSvg9Qb6#*3jx77 z1O(qMH#0!XFWk%*ax)JC%YZ}FVOA>o&jK;F-VjW#0*Eq9k(>p+24>g`uihCn&b^)Y zmJl=yY>Nx87SWu<-#Q<3%ZWHf#!Cyz3hk7KlA`PAg(I7J&b*KaTX;2!ohBR#3c0w~ zH_untQPlpRwIdDV93tT-_O0#CTG6du+M8x4p%W}HL5$hjXOgw-8Jc=v;nkHPP}uI< zTiJPL^Nq7NZpJF7{WE&r-~aVTRbA;QSpJNjuZ%1Ns=z;hzo_a^2%bC-MlbRui0Xu( zCSmdMg;xuv`4|pBg?s$f>3H`X@gZ82JvL)uY~`WY%3{;X;$$oF^w$=}f47ufJty@; zBoiolm`BmWzK9;?%s=;>W$_>lxb#r7nAAGVXCXivWD5s3Rd&wV#g3#|9=5 z^MXL`dzxnfn|yO!rMp3nmV;sv?*=zj{W;fPs$pouCP6%AwXHbHK(6$fP_q`L!-I{| zp>+n86?iDx`5MZnx74WlG-qL!orNvJZo0FX?uyAUWsK*}x_nObQuW13&sBX)GIq~Y zC;-_N5(!?Ax>0}G@Gk<0|Q zWu%Fy`JKCgfZp<@ptmBlA<(ueCso^}z@dS4)CY}bA#kCJ z39ww%2k6Xn!DP}S|B1JK@C)jdc$hq}X9{*8eLyTUIDmuerMNW!(ky}q=mT=C%gVdR z7f&TlOoa>8=_p-shbwh72xMi%apZGV&%gBF1a(?^eWuzRGlHjuNyPGPu4=Yv zI^}xhAxwKEu)1(_|F+%SceOY7gcTz@fth;UVoaU6X4KNt6x69xuxypze>Dedd?2pa zHGwlsN^GQdS7gGIgeW2k9fz zBzz#58%A)VZ$bh+@p^uoG_Kgm z+QQ#{-=gx*Ad0%A_NPCvsQdvm16i2g?Mezz3~;H8gb6Yd9bUQV^2&cLN(xv=3MA3- zwxH(yDjf3_*B@ zFPI#F@>U^1$ir_Bu&1`!bSK>jDV-VHO@-A8Z_>{yk^e{=qB^3K;&cFH!yB9&eb$gi z;WpzZz6$0x{F@)RR;Kg*gsu@^mG8Ck?T;m2xX?eD)O=d>ta&nN&07I78jKYQ;waN^ z3C87BE?B9=PuEpHE-&k95SQn5RfOdouvFqy`6mf!>S%Eo_uK@#?P?Tv-UO@dYE5Tt zSyyX2YxBA)m$tr%tKa(?F*MaF+H5(%KE0U$>{V>o>pd zOly}nzuuA7t`~oy!A)DtJ-CAJOKVp)o86z*Zf*1HfwXpOnqP})?MBV7htk>&R-?LFb1^mc3OL+VrASq*rDYAt zO0v(u6}x7t!ET8y88u0T_mSgARr!aRh`SGi9!p&n2$Y7To7Yw52JpJdT!|2;KzvEh zU04KRt5Ge-aX9R*YA{3B9_t1(d!iAJaHGT$8NM=-Xv)WZH-xNF3NKQ*wEq6%5qg_B zvx_MXC5EG!3qZ8YnYjvm6RGl{8zQ*d+p#njaUO+NZb;|V`K@YLtPNsH!_X$^3C{Y( z=7>1{$@q&^lgz*4{ef8ajlQK8w-ga|=ayQzrC8d%rAb|_6&0g35-LCEExm8`TWaN& zqM(vFV02c#r4o|kuz!uW)K1(|`^~-aL=;Oh8!hr96a__HH&L%(PR!qZhm!^6_~?nW>( zzr8wsd(EslmLNxpOL0QiLePNym`v`fq1Hqo5MpjwxZj*Htvo$wyj!%!WhNZ3>(5>|>x*t(8L*l>wR z*fe|C>V(A(X7S?PDdSO$r%n79kXoi(1lOTU3z^bY6CR8fe{%k;jYKx`x)L}?u&q3=sC}t@? zD1RXnDR&ceyrLqGLpsi@4eHnv*KJV}a(Q)$I{w6U;%BVgTgvBX1#Vvd5FWL;a;VUeUQA6Xkw-Q0EyRWsiHXb+QOfH;)L>B8o0o4H5bC@a%jcn(15-+=(rqOanveqs`Q-GtGXNxS6R=*T4mi}(&g~L zsRt)&|Lqmg;&P~C(LYx6qsyUP>TM|S)gC1E*G^RwnhB1`bg=v;4GkC*-SV%R7Mpv3DdsAW) zB@{@$lo)o1Smg;@r}vC{5=&ATNH~$43URywozRMC1ay~oHkXECJN(x20>BDN?-{X~ zb(8_DK^?L@B+jc>h@X^=bVBP=fB#Q~ATwAbi2s%_L326POc>OeKd{hH50O3wC#4p# z2PFcUvS-|he#rjLW+&XsyZ&;q^K0>^R%vkUlI|Gkj_7~viGppWvppl^r_Y4ezl=J? zgsSkxYN|>?d=qmN)N+aNU?naG>pX4H%*E=vaBI2w!kIJbubyokWu)xI>hJMEiBfPm zK9^U;iBuX31_)LfcNNP2237-=ctzt>2+oMdl1O6ETh)3ALpwgYiD2&5)nY;=A4N7>p77JzYW-}XQ8!T;IEzwfA!ns zCazT1zi<=(hTX&qZ{iENiN9jSK~<6w&@KofQLRjC^Cc7=MyfCd-Yh;J1Z?dEn)}8^ zR640BWT>fHKs$OGqR}NZVZFM_=Dgkqt0n9W+uU1gzypJt893KrvdB_!Dm=d2#HiCCLkW z_TfUyz@ZyW8KIc3GMVZ>m%{ICstx=yK% zL^~lwye`CI!Ywfy%v8t5Z>mkkil%{$_~eu|ssuGt`|Wpy4_?~pUh+ zGC4?33}z~Vnk~u+s447n`An71RQ*Qb9{}q%l18d15ntmT{x6Ysd-7WK-9Vbh12LF$ z#Z1*l^9h>ovHAW?)t{+i1(W#gLEF5=o3)pM^hg-r#2<<&{bX;I&y9IIYn&_!2sC3u z+z+`7yqpS}X7C$M9uq z$eYPX9#ZDrTKg{mp_OS;AxbqVv=x&bm{3|y!Wh~dl5oBrqXV8nk6N?n zKL%~2Oywk!)lOoi6WAt>M=puO{nO?L`DuA^W69WC*^<$SHRX3U)|3<5wZ4>rj7JuL zUUmT_SHtZZi$_yDVjI%BK!B%e|J0$6D1ZNNn({?aH>~pwvSLIl!e|S`@q?659`8k3 z2eACF@VO*(Y$%J^wk(p0RGh^pOZFb}GvDq^pI$G1PWaScdVLM&k70E0C`FMa9~&E} zluFz>On4JR?SSs}a?wZjg_z8uU|-yzmW9!htAG!{KlromogYX zexY9VjjdN5TXHwQS@o)=H}a@8iF_R=r1L2blR?(UWYe z%9%!1cw)GRaFvWpFIIZ1>U%>q5bPdIiMYyC*1x945boa@G%2%PGh5ZbTW&9EVo2S; ztWww#1Lnk*;JeY-dA1H>Mc~>Qc)92u%uSdLW+S|ajQ>Q`)^|Z}|Lhh53&b~wg#Gkc zCG1(N;Bl<;cYWnSE+pr58;^b9#Phk0w=cH0@i^|s;~xmvj)z5F zv$dlk0ay9AJ#zv<*}*gx220u`32(BjawG@y!{bP14xWZ-un$gmMp;}EZrR83V2XC8 z=@^OBtjwGdhQSq+sh^A0W50i0g@RkKD&!%7M3X}8{yMbc=us6*eUf0Y{;@y&$m{H8 zg~WQ#ubsbGJ$CZCt?Ik@Guan@uA`{26CGopl?PL)Hz!-wOVEbeiUvBHpyw>Z&W&05 z#l+8EtY&#Z3b`V)xFXZIBB3?p+}mX!W#jQ^FX8mWB@D-FuR0GfPKw~GnJn3RHY(Ya zzcm=A4R1It-qY5Hn}Db1^6Mo3^yB!;iucZsyG)j5+w>cL+~wQ!8(sw?=M39qOyuW3 zUSXGiKFaW=zlM4!cxjLS>Z2h55G2`J&S~p$-v^Hh&P+j|-AtQFG+XRjF%!3O~4z2P8@O7}k*4`f32Pqr%MH;o6*Qqr12+Txg~Yrn}Arv+W7 z>yMxY!q5?+%ST=bazDV+ssl6_K=2QC8vAdmh@LH^l>u9^&g>p>g3Bvl!WDRY*%b&Y zj5hAWZE(@IEvs? z-zfU)Q3YYz4KiB}drp7Z(j zc)M|`Io7z3$27q66WCu0hZ=k7n^<4AvY8d)SRS^`W!q4Zz`H(9T#p*uWMUW0XwC;W zUpACTLkSPCUmB0hfRxRV*5N3J=Jk#L8m5=uf0Hxi=Hf_OQ}6nnR<=oS2G`R-#c98D zd8NgtN^h5(Jx#r%Z?`7Hj){ciVx^JCHe6)FBD0;kFIZ&5B8)d2QMFIPBE0ZE<)Sn! z0%6@}T$F`H7GWpnKg!QwT%$xFR;qz-$WHkOBLPr2u_eSS5}_Wp z%MX@to=_g=AT@yc0tcDSfqJfg4hN#L65Uf6vC|lb+ga8|OkhLdO-Vbtr7^t2yk^DC zdn<0<9?dSju%__%8sG8tMwk`t`Gv1Xm~kebt;ej^^qNmQ1e+Kzi{TSQ$n=6mD3#Hwc+%7cNvV)AYrz z)E66+4kOp)xtkmrpZim(yg^nRb4;VMm^V%Ppu$bt)CkkrO#2;1!?tMKS*4G9Ss%k! zGcULu?(Sz$b!dVTmf-@LbpqSX0XLObEb;$nxm5718AjPLmkO4N-`B{^QFN*lB#?>R z9E8P2bc|4yDNhvJN5((>r3XP0G5)2sKZ(EJ_lFP0QSN+N6&W(L`yPZpXKOb?W*aa@ zV+AA%n=bMH2mECeCJ}JaPNcwF?FjHF6rU3B#%b^YCBWDEoL?H5YiWM~*9!+gH*m&vTmmkFNAi6yWGXZ?q@G%SVCMOW@=lt)M=F2H>*|qKc?EsanOeHqOdX?PU zaq4plGjm4txFV7&8(WvX3?akI?DW4v8if~`BcZ?N4<1zIpWR_-rJvCo)na9{Thv^|ikM+jjD3!R3c`sB>A$aAV{Jb2v=Q0G8 zysqmzgh!1Fzg|8T!SZEYduyQ?CPbxbz2CG#$I|Ji523fR3vo4uq zK-nXW0*{Rewo&KQNwZof>7d!^&aSg|$1Lm4P!}tlf!gvO@`qBUqyEHy%srWTa)qYb0SCVA#6f_)~MJ_CI?V{#_elGa#nSGU|)m(EM_J`Dk@i)v%4n*?BI6SS=P;|8bse)FdXd%{jIsZW! z5+(8Rz)20dD#8|p8_;WvQ=qs-pGq2&TlD=<+8yU)qz~noVpPVXq@L)~jHs=u7l8qZ zOqCeU^*KI66BL5H>~jy*%BH(L=}eFjMgh5FYR9p|&dYosPts{MFHI^o8AbeM(!{5; ze+duKclHvcE)!EV{9|Nd;tk&MJ}((Us{~u}aY$Kl$7#`I`x%^F9t%e=bvtPbv&>^vU&@19yq#KcJlb56_$yS zaUaxs_Jv>5O&68Y<1D%h8<7d?(>@X%>?1{dUL9=5vz`l4e%}k6Ipq|eYZ8ui%p5Yv zYtm6!%#6r+o{Z=DTgXF+wu~svly6Cv`abDd^GMnPh{&{lD(&dDJf6zJ$2tqmBWduQ zcrq=go*LVL|mO87n1f;c-QC*(O))xMu$b$E$ z|5NzuZrimx3ZK{{s*_M7CUfbHqCrYUkY3aRhPG*7z`bpAB%_#E3LNu zTUHr~$xQ3oxqW1yV2bB`FVmd4WJc4F8Rb{soAQ^_aN3d}O`G%T@d2t`Kb{@;VIokK zpES#qM)093e@{m^8QUP)5<)ahuq~!T1idx1y5F-l-EVGX^zD||Qms&d!H}2+$25dt>Fli3IE2j`C1|8N%1njH@m7?eHQSuw%M3?mvTy#crmiPNU?pJAU{kred9spVUP2?p&;i z!$~iUA3rM}zuu}JzvHWX{H%QZP^0Wi0XERZsHnS>>OS&Jr1GyU%BAMX;*Sup+K(Pi zx&7$b@X;fQ#OKXNFO!d+ZO#Xm+VZ29GzsG7qj!9jkKTjLM=xnUdaP(BlOMgb%O$_? z>U^8MI-fx5UJAFXo2pLL<(s3YYTnqU4m+-?vhK;G(hblZ4TLS9LN&7knTH>1(zNqT zvaF$nv{`!~UAFd)cI}o3>nG?-5>Tm)SCK}5&J(k20@CjX)zYFVxyDa{Q>zfksG?x~CY=nR%W!{I+{1`Hl z_}}iCO3m$&YO>S5sQu0J_;=S#Wov{6|4XnKMiDqzXfd94l;|*HDWmXtWtfZoQHF;_ z)7(5D{3y%vLq3PYAro%qDm};XDDyUydWD4N_56+A1oI|3pC(+&C9wNQWr{2t@daG6 z5ysVz+D2N$NS+SO8DaAl(FIJ0V{2G$8R81#sHi9UVX3WxsiE~YEJL+g9KhtT&;kD_ z;W)WW>WY8g;7?ss`(i0c5vH=i-uLw@B#Wgs*n9bRQ?KlVgvPIxVK98BjNi|)xbOYH zet-S1_t60x6Mdi;@_9*#!8{g;_xC&V{#&aYIMk7L`Qb|Yn}z315kKvFxZf3W+>oXL zq3Rj=25P5KY@$I00Xoi>NBb0Pv(sDJx>Z{6!y{`GI*y2Fn-)Juj6}^>lIe6QJ_>H* zj1IsJCABQwnkxp}sNLs#*Q1eLGwg6e$xNkgYPTjtuzRHBOK^%`mf(k+033=#W3dpV zk7JZ3S3VLNCaM7)ep+5=tLy%_MIhp7mlHbQ`S{vo(^|8 zJ0oX>_u!>(KU;o}%OZwQlWap^yd?_9cadIs7!B#rTm%_k0Z4Iom#=tt0+EUgS zSZC3|ItvEYSum0!f+=$9~i+aQXyllmf}#iql%6jE+j!pxs!{F3b>I`YN0#%r1DB!Z%gU=uoR z)#ZJOIM#=hFcJyne@!@#H_beLT8cMHJ}$$F7?vtkT4M6pG;mC)-ua+FtGB9+ZE@cT zbm@~us;rl7{ZVRv7uwJ=4QpXM53Dw(4-K=%7M}UNREx-)Sf!>z{@f8&X zpK%9$c&GHtUax)P^h}r$QKR%-Ez$|O+5O;hTo2PT`OMQDOT!D%XM4v=^0sjb`%+F@ z{gE((l|U^RyB`t5v?B_44!Btwf-&tpT#}DbsW%EbU-M8bZQU-mI58`>*E&(Mbm^$;c{y zusKKqtlJPO6To@iA~z{vr7E4w-epU4auD(4&7?JVDU*2pi6mFwfALO`^1s(Oyv^I>GZXB_o>JPMvY^y=K)p$XV=W|XL) zqRX!jWkT4lAkZ7p`9-N3tCs(TkCpaQ{_)p6D(~2R7b=V2ww1+|Yl#=`*o8ZG;f{TC z@7TLq2jpeJ`|X+33Lmg67RtgqGLU&f^zk8!YCe>ZXNkVaL>3u>4;dqPeDoNx9J2^n zcqv?rT^21AmBDMHGIBy~Km3)=D!o}@{-#p23Zdi-WZGo=C=($-*cODS1o`i$f4cS8 zNc{b`x5~ubUw}59Y_=pB${%?1QAqp0@6AU=+CNq;@3%F>f;*Fzot4Ye#%WdF_(l*R z*7#&}L1VHgq|f7ZM3l`06tACLJ%*P>OBcdPJQ6$l%T^EechY1IV7@_@(l_r9r7j&=ioSMw|P zbfQkj16K%_9okv|XA~sVhKriSO9GMb|A3Al-tVx%&udrD?GapAiB`9#u_uIhz}Jd&Zg%wkcPuQEyEXhi6_Br}+V z6c!Rp%Ffbg-f2{K8cjQmG9PL%nou-!n;Mkq|{*Dt|~ynzq~- zCeX;J;T_q(*$|iR6Q+&i>oV;FjyO=VrfYxfb0<{!(SbUbEtC&wb%@k>;e68YqlJ?f zZwj#GvUN4`M^uCEQj-}2DQx>A01O6@EX(BpP*FHR*x$*%jq3h4`6~DOucnk?Cocy+n7`c`97?~n494FavJD5pY%5c-?z;IjNWw^aN zjl?q@iDz1H1=*~b9h3C7ew?<%GZ5Ccah%Wio(59h5TY0FPK5%em$WHo)-=0Lnw=)S zhOD*4H!e=F*6x2})QiekMFIz)qkNdkiSRx7sgO%8sYTK$=@}6jXz$cU$_4JfIz*LM zw3Oh)zedvKsSF7>>=C9YZj{+QN~ETC^R5xoABl(K#T(JQ9LfJ|8L;yz+`YHo__we-0B=I<>!ip0EE)=Otg~|Igk0=w*9da-(dP z;D^3g8GrfwjSS8WPE66gY`AyHRu)^i)W2x2UsyP$=5HK}W<%$+OyS@0$gyDJG;vZ= zD(mD+-2}IgT-8drs^Xww1T@YOCXbtRLE|Yw;~2*0Feka9GP_2^o4kT-AZG+DPUX~_ zuA$Sk63J;TiOq<_P6UaaOhUyo*4|pEcq&kFYFg(!YLzy}rTdc9RC(-F`oT;Nfa3hH zMB1;&%VxFTf79*}Ek_J9^HRtoVOcWclx0DH9Nbu%FiiT^z`M`$%ova5{=Q#bRQ?~! z%0u}3v0n{ZS_f7yf~#khJ@TpRo-Hoay}#LY@3*(&5lzloxD}ajD|!vLA{TB&f3g_f zzABl^cS}Usaw}5dGJxhGyoyvv9w``DM*1|Afi!xzVJM@5Py1T5jfWQl$B=Y7kAfMc zpxoq0*%Agt`(i}ZW%i&J*PTu`g7`)nFs;&!=luqp&(`t7lD0D;M8o-hV*bPhCVK2t zX_%{o#24wRx#grG$ z1&5y=-?J(e_9So1AWT08{+WYERr!I~AzVG01PQni(M_O7WGeUh;gqvr z0Gf;1ao=U+?#ZceenF{8HskMlV>{){{F4XUa#ss?Y0T0==v;DoXr` zgRM+_?vEYpCL%r*f4u=S`dBs?Mq4Vuw*f>&*)~l|0$2>b-Xq9@eu z8GsQ5z5O)=6JJxiW~%-*lu96^IQOq%K?q!*_$Nikch3lAOa#dZ+(BZ{qrbZX}EABZ~hAStFPEM-~5X*G$#BhQh6Z+UaVF|G2tCnUDjY zSa#r?N+WXMoCnTbk1?~$!e`qEKTV{P1&c1+3DV7raF6c!RJad^tjyFOS1kuQB6n1q zqC`oevfILx)74cXuF{wXRq3{7Dq3Z6dEOXbn~sq+pksfMa7u(0^SGxNS@+}4Vq`t& ztS#Y--LB0W6KvBlvc@VofH==O)j4!yyCj9>UQ=aWSG%nFu^x`7@yEtGSYPAE%iH=k zo7%L+yuvBJs2U$?r(mkn*kddIh-&Szm48gN_SnjwRE<4$5sLBB@mJLG8qvtQcxMQ~ zj;M}jNt2PIyn+?SHa%;eHgRH)U#E>I6F}%$35@4J*fxh@iO3;98Cc{C;QXs8@hXp4 zCb1HUqKT)9NaCM4yePHiZFUQX<&Uah7$OC^OI;EaeSm=R>$z|fEmo6IpldxvrZ`{s zcSMmNr~E$_m4&CNIf@H%NvLf~Uuj(7j0}M(gRKLY`J@3hJ8Paal_a8#B-bA|wLkP1 z532HBu)O`I?ygVr0-iJ?uwQ9sS+ryOq%pYEKXq@kbwhIYbn`2bG8-oL9b)BVgcT7L zQmjrG2?6KMydz@zfawOF`>=)xZ)4Y10~8C2&haGwT=wcEGS!9 z%v9lKR0-+Xh1lc)1cj{hj*%7ENY6iTS0`ia5`Xe-M_ai)j9_aLYqUa?b_tzQnKSd{ z-Wy3uWu7c7h^8`JdjA)cI4NM@03h?DFg5_+>j$B5`e9O`0 zl+3pTXwV1Y9?f95T&hMSpZp}$O3Fr2PsA3GQPiTa5Lg6OJS8A)&N(yZ&*d&sqsNlv z7~6=#@B4g5lXix~bjR5^`X#Q(b6@ui4~?@p(j>^4wlDzcs2$yhq3|??l)O%D^4L-iwrr67(02}2_g9Y zZn!=q=oGU5Fgh)zEv!62h9k7^USRvvE4M!z+u!&C+h4yz`yCnX z2oVjJ5yRjsB1H7h&4j>x^XfF1j_CLRx8i+b`4Bx7@~{Xq!wok7vBQu_y+p6WYj=tM z2U7H50S^(=>vE}sr7jU6G`p9O);S>Htr#${J{jY`4OacwVQAQg2-E`fE({BU1D0IN zT*@j(SKsubhwMt;CWDQ{#5m?c?mzUo6HRhra=}kRe>c6AeP?^ll=s_^N1@9^ez>x} zx0ij}M;WC=u){yf$(-O*O+kMW~E}fr)<$b07YwN1F!73042TuDNP%8X^5!_g| z?Z3t4Xk$CC@z4#o={HQYe=Yg@hypWdbZmzW-KI6-BpO)wH(}PExNzZaX=pYXHIvG_ zlcM-9A@%6ys$T27!pJEAnlM20FY2M};5DDPIENYd1<*CH)aCvycRva=DK;I62@-{` zQzbHUOzOTB+Zfkvj;eR~H0!Nut?T)B+zq7ClP8WmDCtbjNO4=@wj`vhHcTfX=4U+3dMHD}8<+p^} zc;R}C5u7QGbrq~l_tx3<9@))%zc=`0vQXQbjyr2U!8uMUEnXVzZLh;>0!Zv8^OgGkbpxJ18D zh8En?7S8Cfb2hNoi&I4;!4)ykS1DB z!5)_7)-`4T(+y_LF|@}-usmrf&Z~A%+yz`Bb<${k1V`8K&qop zLsM15ox4vr`Ox=iDmo#Vc@<(MQFUN$wu(y!E)y~xZqFR>lDbWZb@j8XT`$!PTLhSgy-#!th+sOAl@Y^Rkx^gmT z@zJEf?M#eLjJz4Y_NSly<9~a-cxT~?Ej;@wJjCU@`{Qn5hrt%Z@qNvNH{4x;_+uWx z%2ndEOTtlvE?53SuLw;;!I)eckOVL>76XEcECM|Wm98##E!j27gQ##i%nM|0<)DFw z5c;w?ctARiph?gd=XN`QmE%T@-&5l6`0R-$d7QG`q9w71v`YEdV8xDDc7(OM@+;xZ zT)vf(t(0s8Huj$w0ht|{)Ri07<(nroi!J2}l19)N5GH5+#_QpJ8JIgdD!8F2iob?H zZh`%8sT;--D)ozR`Uu6?f@?6T0n8VT3sU02{ibxRe>wkxNTVy59%;nhvgJx}*>b%& z*7jr0)40KAb173S%f#m%QB*)9-QM*vyXeB`H%)MLEaQ2OiXd`ZJ)*McOlTIo)igNv5Ae}YWR$P_u6f1{y zctcJoez0u>^GHU?AW461m5G>aw#AbEgG%950dG0B&BsYcrEEq&i6E{Z)!ImK(5E!2 z@?I+FuE-h`8OO5uEx=bZEBAlBRE3@VTIZA>NVeK5;-f6C*Nn5cf`~$R-TsoX1o=4S zzhV-utI`ox{NK$@c}oi%vrF^K{>RCoHr8recuVE_g`YUCJd4D}zy2qVhqzF0P-@!~ zUwHTvUw!EJe)XjK!IAcF;7Ynmn!=~t`R@CUDxXp*!@pT}4geQ_`=^g7UzUH4JZ&b1 zKuNR*u@|d!s|tY+u`WGH;5AS~k$2A57^}%B1C}pGkkLos9uVn--$kV12f}I@1UmPC z;4c%+d9NOd!WAp#XMztTTNvw*p9zT>*bK}v4fGmOx^dcH2a&{c zP1U?%1(PGhPiyi_o6IJu%4E_IQ_91R41u%dzjd~}H=(%`rZO*Q4%At{Zc-pXD$W); zc;qkFUEfH4qsVIlvg=nDWUVitL zAGrC=-*t5Uq00~5eP!~sx4!LdZ~M&Uhwes3liOYSgWvzT7ya=^FTeZB|6xDzmLJ*i zacuX)KU>|oe%Ei~&!7Eg_|ND6YL`QY?mkqhwwLJ5p)1whfArm_(=YyScON=*h{h`F zUCl*(H#nS7>x%KPJSeENZn}oBVtWl8Y|LeP!tUWCRp#|oBDW#*0r1xCJXE`}y@KXO zDn$z5$IKin`qU8CEFWT>liktn1{}HHiyWp^e|sfV2%c)vzdd` z&ozSPtc7fzdPYg9f8;Rsj*YX>7!Si_M%<#5&<2zfjS0a#C9z8 zW@qNcJdp&nT6TTCPrB$m0tMC<{)zWIs{Gg=IQ*zYt^Ur#k1GFCe}A*!jo6~{i*dp0 z!d#_XfhQK~%VG=_*uD~eilAdC!}4#JU@Bti*p~RmKXx?4eVjH*>>BK`tV@DxWDql zjku^s8a2BUW(MpZdz znZ0u$%4>%FOhuNcZ8Zg5a*;@R+2EVTWsL4wFMh@>hrG6u;%9}uo(tsFE`_|>2J*V+ zyz${nfUt5vvkDAWpEC?rH!xV#Aw_@37EOkLa^EW;QrEsfNbJESPIaA82ndCQxmqHQ zEU}6hH0`X}=r2JJ0z~vRRMzmijv%II7CGiEV2lYorVkRBQa=14o06O|m6u`1*$)INCf)X**ee zL-;043jgpj$eSj%kdoNNdqjX;i-DntUXu%FZAns-m(Tl!{WsDVJ=;gJhZYSedl9#di$L@Jo;52~4-bK)7W0{vv8iu66xc&oWb4OX*37QGQ)retjrtunnf{aJb4g ziCDDCOUHllgg69UQu`zL``~*|L=uEH;f)XjV{!c||C^D)$FxIJS%s{+xkM@d2M>uI zGyeY5kF|e4#lP_-K(fv0@?Az!9>EdSUaVeB>#&G4*s3Je42Vzgi?Fk1-9)BPg*)Cf z`ko{-x_z}Kbr^tGZ&WXB^bP5A_q1(RFKsrE98737?uV~<(qwm(d<|5X{aDFVoi@-j z#f?3vuMc{%3PlS_K|x(?gHpH2$YGc@K^ByYa#>U|Q7Vf{Su{-*I9W6;i=5L)S#yz- zMYANG%A#3Ww8?3BuW->OS#+t>{?f4MQdxv|L{u99WfIt|q{S$3@~ zyAI+4aoKgU>@`4~#$~UOWv_)EL|pb-S$2cd{#0CcgDkrlB$>GEW?8ntBCrk%7qoC? zkLmJFAix~d1g#R;^#{giN#34P1h9Z+fDx@H&SgD3F@R?f$lDX!bCCMXtU3L=6tf|N z>lFT;4&XCk9XeDJSepnVe@~>rsDv9A32@pv09H4ff8l!m;O`=ozs~hAkp774`S(&D z2cUId5(#`QCuzNa3%<(r{4a@uPA{0D14sX#;-cvQFb10B(t5LbjeLJx7Di@3lyTfg z{(C&GUFEn}O&s?;4)SF~ealcQKowgDgV>HL?UWSiTC&^{txFT)QA;b^pi^nPT9=(I zbZ3i>)@5f4wR{V~Rsse`?o+7XD1K9C&8Be}jW#vrHk7msX<3wifJz4bmF$#W$fW@1 zX>2^FFbR>sqaSK(eHnBNWh@PqT045k(pC__%!O9SsR+sUk`y?-8Gb((7`LES`&U#wuEyz|KeSo zTLVk5wl3e1h17ldbI}2e=NYR0dt&br%5c_|B&0g@j?+yqWus{dfavD9OZ%~;pK@w4 z*%P;DB4{O3%B~8{t?4SNHa{1Q?)_6Zx-fnuo&BfAjP~nWgTg|X5#;zp*eF}*_dEN& z_&R*A8Qxm0IqcRTtusR}u^?3yWGs~k6@%2w1I`+PSncqpE!^~_`bTae6ENN@U(jhkk{?=)b&t7+au@Z8xiqdtTv4^34FP5{dmaF z-*_}Jt!8OA%r${gz?|74>Ay(|&>Nja`E^!=Le~S>$JiS6)OF6f5#k_19HxLe2&g=9 zP}Bl{kQ%rkM{Mz>RcZ*U)(@JbxYH3Mz}aj0`zBNiQdA2vsTTCkvs#copK3uiQ7!1b z;A%l{S+yWNhiZXW;nG0fHB?ffA#V9;T@;@P`rO(pf00xE1NSAnW-5-qH&#NFnKef~ z_9|cOb;=ieD+3)!jp%P(fyo_<)p!o^&&MxXDR z&VrRM=CO}A7ZaQDV!qQf7jyO-cQGIRh3CGQpEbh9I^NLb2u?{P?VZTP2J_|!szPbPe4Ex5@`vYMGFg=cLI3ZY>kOsss%12D}nT;$)xgqO1_99+`5X%AXi!NM%5N2(TsR*ScqDQxOl7c zDseL^9%56^gzLPB4rTmUg!+Po7OvU1S@lKxV*e{CeT>$TXFn|&senMB7&FCY=#&cB zR?lVdPPasXT4#etdIuKAd_+Kp#6*>8s7H;=t;m^0<5(RPgEY`p5B z9m`^X0ic@8VgOAME%1hk7|4e5PUkfPSzW%>%BuxStp8*Mt$WBYy?MyU&wJ$OJtpjj znYh#C9~w~{QhrUCG^`ov@E=hqF9boRf|*X)WHtf@=gWxGq9}1Xndw_DNF4M7@?f9a zC=vH5ei7z6A}`zvuDq`A-Hrb9N|H{k$S}sL=M))ERuUObC^Eck|K%dX$x@Nwv=t0a z&sAjjtow9Ch7+hPuO>2_%1q>chQh+8FoI*CfFj+=g@uJfFQp>gwm0E#y@g{rhoGdP zdSfOov*MsWN%1T&yD{Q(>RNuM2#;WC`E?V=(X7Q6l9ShqoIFl2dffrG-yLB4%>YYR zg&YHHF4s9YRyD>FoVUZ2D3I}*03I*CE;ob`f4XaSL)xJguO@y5a(-Aj$K#X&XR(-3 zoeTF+s!HPc==awfm7F+_VW>0Xc3RHhd+GL2%q_m009wTeVG!%O#m+0@oBpu)~wn7!~IoI2X zI=+9oFwJ{trx(yJau7sDJ!wkrjTHX?WRVSIB9@}yt7Q_GLT^ArGu>soSZ=x|7-Z!F zA?~%DN%vwq=Ril)3P-xC zbEGSl9tk-3&Y}Llkmh`?Q*a!3O`9isR$29IVHveA`P)5PSSL}lmK<`kfe!KHmJfhCz*2a!u$%KkID~*5?A$|D~J03)Br2*s2!3uGv z@W;gQQ3gCw;SE9O&=t2;BLtnJRfEn^Bp3s$I_iX-b4<4O#RiC#5!VmyK!!Mi?cf-X z5Rs11%yV#zT~1s1PDH9Clc$j0>lF3EH!I+JHD3*{%Xgcw2gbMo>Rb_g!=bJ*R`{YJ zMN2g5RyPC0WAe^H>#rt~Q^{V;uxkI3x-q|l1DwBs8RHf$vOZYRFx_9p#J{VUr>C*3 z+P43;?nMaGf!;Row8>jJax2RU$Q|~?nkj|h(ZtQ^{`vtF+Pe#GL-ij?-`=+UxA03v z4RGE<;fAOFwRMBkN&WS_d0B|Da@Tu31(TvR7BlB4g4KQ;s8}@Y(sTZ`EftGGJ>}bz z;t2#hF+&}%R?^IoQ6-4U@2OB+fyzn~5rr!rti_^d<&fr%-8u&$o{^@v#D8&9tJBWI zzdX8$T^gLb&i{x45=^Nl)7q4+i>KmV;HgZnb}H+eYd9OPVev;sX!ISjVM{oC%rum= z6G5JcoguqYm+v7wB_Vi$QCI3WNnXZMa6Fg1j73r=s*Q8>+SLA@#qZhnx0BJW`3=Rv z01}A;=C-3=-gT}C4omEI8idtiw;9;T#XKG)hmHlwp<|}@i+}l`D&Lc}If6;$q2p}p zp{}5jkd6|65B6kfChQ|E2<#&D_cyBpzYykb9rQyiIlf_G5tXK;Kt+R?KA2Z(K`~Jx z1iI5!*mbren`Plai}qNE+%Koh$+DjGEjop${||z=F93clXT^Xx@qL+bOa#Mxpl~&a zj$|j+NhhX5CkQ7YJM)t-up6axW61`24A3s=RBYI)4STJ}>T;-RM3bA0BV9 zaCUv;8+8s!spq1TYL@DxLLD#ZXr;z0CIBYefXA!=nCv-drD}wJD`=%EidWdxwNh=w z!l}?H+tEuk5gOu>6@*aFtJ^0`Lnqf0OoLG<^Uw+oY;jt@Q9v+?2`OQ`5?kdBGs_Dl z{)UlW5{&eSL&Gc4_+nJ5@!?B?+6CnWq8A?*q6rn65Kbs*`)VhkKI9KSl5JU0?NA{P8UeLWH|ad*=t(%lBBx6SRpZTZ(gM%QFoTA zri6z;$nA$jEO8_m`LMI*s*5sejBKhBfV3zp{c_+Z+5D7$`qYEUU(C(@9e?zo^7s7l zgOVlYOjH`a6GlKV}*PrVjS=@|IB-gd+r)r47VVg$US* z4h1C-g(I%`I$m+rNH_L6E*SP;Wo4k=twg<>*r~C6u^aVn1@&$YI-=ffgL=0Tq2p{X zwhijtPEnMck_IDjQ+KA=KVMPAh zcI3Y)U9u^9?;)3iFXodUKB~%}AFARL)|jTckgh%t@5PC0F651T>AW@FV9Tl}^VSra zQaR?W`8Ff-R?n7>pMF)<=T!Fi=~scL5tXWKDMR3Wsfb5pP?zxcr2@&w;)nMk%ZJDE zb$V9W{Mo`Dhi_1Ci#>&Z^DXvCY{NjtY_a#I;m3mBVh^Qa^?p}M>3e%e_?yDpwMp<3$+mr6Kt!ZZQl3jPM`SOiO@gqj7Y zEb|Bt8!X6~#xYy%=Ucob``3`5#cCI;5gq%W@$=>_IgZ_Q-mq|ptQd^9~WYX5tvfyPj= zQQ~5Cz%k|CG$1D;;_|Y4TKmtc=s@6f`NyVGRM~qutMUHj*ZWu22t@4_(S|S)Ly5Mh zA}>M~V?2-u*>w+OYQJ$Si?(PFAff-Cy|;m~tE}&ZpO5`@W}lPUz*I(NuI#fr>+R5H zO4^quG@;6qWrDep3w;;u^5VVsb**--+jSdUPtx27Ppi#MATCoPi8YP&Q|Ht#}z0W!G5lHw_TxRz7e)c}kexCow@BjNH zPlHaPPj`Y56&O287oO=A6kh;70sMqm^R}1G=#83j+z8_Sw9IQpZqCypirhjYlDjpH zo+JZ9$_R3~qqY|iQqV)31tumNF$8^7U%|vl7$oh6ygu-pnG=Ld2(9u;s?3!QVuJJ1 z2nn5)c~{GpcQB(*1_5QdHK<6+O9RG@zR^EYw2?h<;G&0=)XeL^L z_Fkg>b;b62!~*T`g+*5qwFzEmEnmpU;Q{f<%~vCVyG(SZdZuh zL0?+OKUK(**UXtqrS25DMExboJwjl_Q~`{G*mTWNP8uhxtC&%jV9JFOET&M0^BYij z+toBn;q{N)Fd>r17{r_vsNN~bPgo=5`6jCC3l!yd-36X1Umy*b5S?_vunpGL?}CV= zC9C9sINzV%1OVq<3#!xtde0UBP7hgZguT#H%@=}}VBlD}mUOw$X4=HX!U1~-t$8%= zd2a*Jf?*#J|4!jd>2~tDYWJ{h1Mj`wbiPeLul0y3X*8y^v?2D32#e52w=8^BNj`dBj!6~e$!u@VpnK#b_n96q3YAcW7g zeL+5E_-K2~IAAbX0s}wGYWW3dtPo8@g=f}YYtCQIqXj;y>EO{qIHmP?N~sRcEzQKR z?GrzZhvR`|!w#5j8>Z(7ILyK}Ng@)_jBS!AG@I7~rXV6JVa%Xa>d^}a6q7`8bCM`7 zC5hs+0swwU@5P)Os;+7nW(UeDX{A_p5<@Pjit_IGJ$GRJNi~gctj9&G$tPayb5NTo zYM2Vk&>{z2Gzch(=_#`#!j?p?$~v9|Z-A>MnA*~uk5xCskO&{n{{@EW>i?Ok!PQ0% zfn_>8Xx>bO(GZqPD1O(ANd;n_gidam9A&D8GjE6ju{qNi^k#|#vM?tdo_g0HbW~7_}4_h?4zaVvKdVe5Pw&x3ZtO9>WFxecMeg85glFv{EViW{);KS-jV<=zjNUKoT z*pb#CmDQ2XqhiPkKIE9jp%8=-ZNKBG*)Np+o6S`5|AIBJS=*_a2i6^$vj3YkC7mZ> z?%$ztbQSR~hzd|=-YQ+*Zkt3f#;RhXcxS$Q7n*-1vV#|qcb@))wA~4BwI_71q7&-* z375hNf7W!upV|{N-{GwMgm=LS*EO9mDraaDR9O}q6@Q=J9BYm`SsXX}djrCor-f85 zP^z%A8jW^_;v9nKSm+d?*1Q^qTU3rAE1&L_PS>rct2U?8$;$YplV!`v%z&q;i^)`3 z#GESD7h6PDK!`bAM9k?X#GH1Bxz5sTFIYy$BZJg)r*$?p|LaPHtq|vEI*2oT{8PGK zX@_#IAo`@z27S^&;=(1IbDVap&nf^psZ0wwspL54N&#>JVx5e1)-RmB_WHB}$Ie{s z)QWVb0WOUOfxpgN2jdWk2LC@uX;Pt@(1f7SBCRBkds!v<5P1J)eE*a%iP^t@N+eHH zK_9vamG~honnnL+{~ytJy%97YJUEM0c+GE&6nu~@e7gU_$eZj8k&NVZ;n>91P-R2$V{184f*sQEMtBx4+3gk8eQop7zl4 zon+fP6|nfH_%cuNXoQr1OWAA^OORu5$72RMabsTUlX^>kb1VyB4-R(zl?3FbEq{mx zU+`x1z%_IKQ_+56gW9YCKn(ZobqbOO(a1P<`%FNB<4RJk@|PkVs^BCX{M7e8-Yile z9N)9fMe^(et@!|BK%Bp0oMoZAj2+(tLKQmKuTZIvWESR8D_%ex1ksF5CPIFhH@WVZ zP*M@!s41zuQChC*os%HTHU{XJtp{OoBwxJFExj9P|8eQh+|s+;-gmgAD^q2Te-)PA z=8n76EnS={bL^Y21e$xBa9h7SH+4%eMUUZ9Lf*k!ku&5=qOnk2kBj55IE;&LX)IK$ za4BspRDX&~-3=ggfTcG#7OJao=?@wU)!T6iepQ5`;LExQmmY=-&c{Uv;`ZUvCB!XaC6RX)m>0rd2`LhP;j(J&t_}H*LKDG%M3k*}I28=~^K8D2tgVoSrRsn1! zkgzB)ROSkR4IKbB7^;Uk02W1dQoJTe-U|e{S^3U?XNQa6-Dt85Pnx#Md-1g6Yef@!-d{3-L zYMQ0TZ@BvlAN==!-23-y*JGjuFBPP4Hl6Xzb5B3`gYlF5m+%QcdGzE5zH(y6*7Men z;@AWQM39b&>WJUMczT_p79e0}Hl92rjDpvM^<}BRMd(JzHi9^eRL4){SP6|U*`utG z=Y-S6fCyl284$kB{0K<=c4gMCGYvYAN~Hn{lUG>WUGENi7S8s{d+U~XKvi9 z{)^&XO@oh3OR;)HIrRaruZ^oj(BE#Su6j{DFdnhobwN^PxB=WrVqQlO$iVlN4#R*j zx*P7uRYJ?ee&cscv=IAE-of&x7SkG*F|AXu|C1Ke8X{nrdGJFQ>YK8oa42%6uE@?mz%6LB7_JOW>*Jj}mx-)cGl%o9|rQr~Z&uGS@X_Ks`S|X<>+Dnz7whvDRH<+qBoH zw!g+scMaLEuET=823O0G75%V6a&7eOIMjL>*R@KlufN|XATa{RwG)R{NGMc7moOCy zUddy~n?f(LpKC**EcOn=kb<#C zsPRLdN9!d_?c^cBh z0*55I6*Kaoy-otEVm7)pa7>E(qI}eqE7HuTQR&$6Dk(Jy}_3FXKo%2h2;Y2kid3}720^-% zT}P*=2R@h^MLtI0y+KCKc}5Py3|y?}@~A{4AT}PovW6d+p%SkYlWiW4lKA3aTdr5` z+xVISX>*0FF4%ORTI^GceY5NRhp@#ywHT&lGyeWV)MBhs4$OX7M?@#xI3^q*bnXyz z$>oKpL!K%_C5%SFokRE&qQ?z`s!T)BEC;rIq~ZvW7~EUgQ`c6WoNF$k0^at4Hkc;H zGa-pYu=L6Bsv2z$>QOU_DM}+kF@>iE#S}RdQwR(&mUyuZiYc5kiYY9hn8H>RQ`m%J z!fAR&2-E$TIv*LC;Ni?6_1Ur4TpQ`JXDyPidxe4=F1gK%abQEK7)MY&k7{HN@~;W< zufhI-VLylbV}wF8-3EaDbu-u>yeLNcOG5gq9OFglH5$x|k7Mu$ zDC#}iHqW-rvu*RRZOCcgNL2$2&E2{Y?@%afmI|uXOn#s(W{V#ci5~?4BNWNSxGFHG z?A=f29{~hMhU8O3khW0Ghl~9llys`?Yq9_wYj9-l104)NNCGYdK{l8RSC{h|;N7uG zH&u+*>qQ1<;~9_9dVS2RnIgUzYygUj*(*Y3{`v+JssKR#L`-sv4Xhpq&2q9GaAe>p z2*JCZC`MmrY_{Aw0a_Q6w@y$FaZm2M1z67*TB9x^qpsqTBVp0#%S~qp!vWW@Gryv= z0x75ftvka01JVI)E+F#?$V>{zObVQt6p)z|l+C2Jm)}R1r^r``{4C|Wh*P@@G1XfL z34zso1W@B1kE=$l+368+2^C}YiTI1T9a3^VW-JJ8c0qzPyaJtXW|M;dv%+ktTy!~B zYy^XVy8_u2AoEpdR`{uMCqhWnQRbnKMMargj^))5Yp;c}C*oS2t9y|a+>1GjGN5}A z|T6EDP4*SlP#xhs1o>tAXJ&5CLwaygI1haELcbv*!=g{tP6SJke&DvZh~LI z#4c70YaMMeOOhhR7g3}b0>(SO!3ht}EG=NB-F`~bP@T3nQzN=vBU}?&Z>s2~if%eN z^G)+GuK-k9*enlGk|x06PUaG(nJf-?=A>9zlO$>?hcn;7MKsDQYvhQQ1PKKAyKhMZ zvIy6)M?oh6pFfRYNfN713);^|HmH8xI1EDp55TRW7R* zXzZ{iajx?K_uIUGl7TTBCiViso-*e*%!xgFg_)e#%cYGiyLQ=KpN4uA19igp9Gs;0 z4FRNpgaoxgAwi8&gn;`6polaG>&rBD5gPKWoT2Gf8}hhSV? zJGI1c&XOnyeF<|18#SnZpp$W~dk^SU)eX0en%TQge9(@w{?r^hL7q5GOuCs!th34*> zxj6X6RbN8^9oEWLsVo@hN~oGm{%=?O%bN19%938#(XTFAsH$c&6d`AL4izL%{D=#Z z3vOzu#tEZ^sbrD){<=?2L_nO|9!%QHN#SRZ@H62}43s%&PPqqpWKlHOx*p0$4}CRdVfF#+CAal=2H5 z)VY}Q3m|yJslJ`}9=0`IJw_RwhCLWsvMI5Yl~+~kR+~X9?a*n2@wl^mf%-t)sE`te zc-r5?X}WY;Y^nc1v&QFiVOQ#>k=3z=r3moi7Us*#yH&BeOyJ0k11v9i6xnVTI z>RXg`N`q^&XfTbgq3t0D{)20?a4-$888VRgzmET0RwMZ!4BS`Ng+Zzm0mnh+2<75zd`aI;^Cg#zP63k7~WMy&?mH+hl*vi^9K zw@{!m*FsFQvePRfyE|GaNcc`fV9)UGs@+{(D5|s@{5y|#Cw6zTP>_h8fb_7>ySr=) zyB3NrYGD@zmOxi=89Vm9Lm7s#L~2oath8pGN^zlm)(eGLLeC0+6jccs#a?D369e{0 zSc5p!VmchAl=w4q@ylAAF_h*aKZ%0DazK!fTN)ulExs!`Abj|BF%Cj%UIQYaEtdgM zIYJW!9w#6Pa~NPs4%kUWh1ewAkb7Ved0_gKJupZ48PeDQPFK{<6Vo$#Vt+qvJ$##r zcu_2e54ap&^4{ih_~wIOR3*G>UkR^iGOm_V5q3@nkOdXQPu#WFipb&m&bu5tCRH}K z6u95Dx23@S*j<)Ef~NYI>*eEzz@jt7ARX9-S2~@O<>bP?g9zZSBJ-8wb*AGoO6Y>M zA<^=eje0;T;XZ68C!y{Gx?vZDyP#OtY_dyvOi+mH-kT^cBdo1NKBI_)9=mfvEykAzn>Es3_A{kbLWEn3b+zL1mESKWVe(ZkOhsF$-(G3!D^0VM_4rlpsq}f-Fo2tYT>Mr!HOUGjpCLdC2L%o%WsAX6k^< z>`B#LT=VyX?Iq0VrN~J!Fy5J){RO=YjM(!C`EvBTwsF)!)nj5+=7SXJ zDEO0rv-7Z8nl~YU)Q#}CNx6C{m!f46D3S^$+YkJ4P-FH6Q@;l(ufZ0tW)ZyaYF1eR zn>z@P=4JSKQSwozz6~TGZF2x(9pY`Es|6>Hq@CqSaf!zggWl;VFuh4-mOxn={DM1KgS5PR9LPeE4R8&Am3P$`w#^HwjG{--H z$t|j%=eJ*NHl5I5(r9^ztXvrCOcN>(wc2!))nPe@ay|!rB{ht}HjhemPom+ck@qEB zX|ZKkfQO=ZTs?>IV+bV>Kc7z(bgbOUDH(`9F^enYr7<6)Q=biIAF2nK7N8(?ozQSr zr8gEieLzCESsu$bBa9~`Vy73UaoDk>r%Mp7FQOlz@ z+C;nu9Cg3Gyr!x?Wu*YTisC-3b5I2j2d~Xl6(PP$>TQ85x(?HbwWtAp>$af*ZE0(n z8%DE$pvTNef+55?)$$IgO_6I_RC_H2iMO<4?7mD`#5uoI4aFWI>6B<&A0mnfW2|rh zT4@-9@w|jt($95EO``-vhrsyy1F)q5MokT((ra5HxcF1SL*@ zAk~!C2gc}tSpl9Dt3Zls=h}uNHTIwk*auMHS&fWke0Jde)W=d_&y@merg7q<{*=j( ztp+==v0P77XDX?WHiuU@!?Kq=l1@hJpz`FDS}K;~6ma z2Xtac^3jBbgMFIzDconJqcO~CrK8C@19DPQ%19N#G~+Efcdj%1+hv$J;XlX%tD$p0`FCotoCwT z0yn7k7CSpib0MB{rs^5(O`m%G^ro*W4LM_ZeV#Qg5}*n5-o`v1RG%nU*xw+bsK`<( z(h!9r(m*6GlUo(m1=0n6OGjDoh0M2g8&JzwsNwh{j3j^up8OB|Gswvv`bm!6cu1HZ z-*^aQ9M=9(CVI?IX@##4-gsr^0n!X{Og%=Y9-8CI5^QLqBKomcs)Q6Rsbg769Y1mF zA)7jGo2-`RR9D3rPqf51zrv(@2or^WB8=dp?jG_Z z`fN8-gbb4v%%V*=dAt_${CT9)YW!pqp!J!lr$|4^zJx4rFA~yq zx~&oM7D8^kCQQI=Kq+46-T8HNeg?%So3DdN%ZI;t;h)zvrZ3nDqp6y)C5W}n6m$*O zJh+Z7Tt_&zWt>JisSdPprUPN@0OW%>4Ssg26ZUqPqqiTTu;IODXpAb+mcGWvr~BIg z(JUVElGPdct|_U}lVG-l-%S$f9tw9+_ya(ebrf9auVXN)4-kNgguftU9FnIEt{W7} zW9&MzsH4CJky2@%eQrV|pCT?fk4v8-=kxZlN+L~n9=eS+kps=l=m|&c2{$HH#V4Md zuIO&xbFD>p2cEOlSCIJKxt_z&w_70|DXs`mw|7h*KfRW+lNfp^x$^Cj9Gx$vAM!Ar}RV_9zrM4+IY zTp@m8m>K|S0@BWrxU#&5YAzHq%iyC7Rb^TMQXX4~0kKi2??t3mH>eb15yYAM z#6I%+`NYoHJNoO_&pY}iJ9a6zz#x!3|C`Bd~i~r6yd!Yp*a*_BWk}m<7C?kwS z#?-&{Q;Aj5_`O37HHH)4R>xrc+bLK@T$)$a1o3O>GzUz|0)?Br&l0N!ScC<2PME>a zM6{&|VP&gw->xn-M};MNJ1SVX5d>{H$>y7>r}j`h@N;=vyc4U)dT<{k(m5BkET#?^Iu&>v(Vb)w_Gq9dD!l)ysR)9q(5o z-YLJkPn~(F!084D9MG>IIN*IQ`yq`4b`< z2Vol2hl{zO76h2D0rfx>y8uZ5@b>xY0TAz#NPOxOn9IjksE3itNuZEBEMC~TUoiwj7mR3!kt+0e* zm`3+zVH@@OE)1(RpN{c5k4}$m(F|lCLsqYM>Fq*2@UPy}+}_jQ!BFHtg|4F2#Y=U+ zV##{G~EJ6ZBe|1 z;Lxeci_v767P!!GF=)`Sf@^r~F6@;q{O|wv!1scM!m$k!*S=2v)yuSF^wJP<)_EMY zS%)A5rIuE$rg@kzUq&#;5G7o~_Qw=PaD@UZwn8L^0I3iWMgf%sD5-WU#gYIOe#(;q2!e&Qw@#c3G}vD7?s-mkVS~j(^XBzjB!j#r?I) zidW|Q-#jb~!KX52#Dn?_D^Qr%kU&qrix}YW5KY_wGWm>ep&!E1ZPG+1%!j!20-+9g z4Xi#rpUMQgC@luWepLU_N4VH%5m!l`-zd|6;ti3{?=wC{I#XNSq54%{j;Rpl?!2WO zafes%-TYy>6hu3agr*3P{RX=TF}Fiy8e-m{BF8-pxIxYNLm46z0PB>hK?<1%l#8n( zgwRALf*NqV2(S%c@U*K=1f>bgCMHVtFd3Lo)C*>7Zlo zAisRjCOF8WgT@}P2YKa#w!uLibkIHSAYDFaqR^&Y?jTh@XbP?r&_R>#AXz@>TX0a^ zbWohv4t`>;%vR-sa@<+PnsTt?Rc^;Cl&`XOyj=_28c`ns*AYB6TsXEpUW5SeVYCJ<{sIJ^i#NE$rz|Wpa?K zVc&!jys|eH=I0V6E|#w2&}9eee7LjTo(j0$TS)=rlER*gXx^Pqd(s!omm5aMx);h0 zxSnMsK>Qd+tHGh| zEYb?tQ&eI=QVnGylxCL8L1;{+5(LM#ugSn)xew^!WSmy+%ObM5QawmnVlXmL&&5x} z)LRAphw493`>jrD2}CRuk%0o{YchhiFN;z_)gLiBRUsu0U+IzWa-fyAvbct@{v{i; zuld)oZkE?D`qVGQYq)Wi*Dy9Y@yqZU*3a@9Hh+BYFT-oNX_nWpd;8QJUc*;;uAa{D z0lg=yV)7pJ?o++8XI{mraO5a3Y4%U##>(XV)_RDhw~Y==*n^r3sC^Gl2~(wmo|u@% zfZF#^ZuUGoQ81vaMMSn)ld*K?UNF1N-SDSECy(x(63Ov^Y$j_2(aD&WB!h=GpecMW zoP3sprLo=fn(tCK&(fuiAD;SU__A)DpZ+%!uM~lUx1_y&sWtfuYCWa=kxF~9HJc~&Kd^7rq!y2PF~^g75%y5)O!3rr}RD^RK~73G-?&BPI=YE<`~2hA%kocGo&Cg%V~r z`Q*iY5Sl{jg}@*|U&sU)5Ox9=1)6T|gth|v#hs@CduTz1Mf4$5l+6w_JoqXF8s1Wx znTTLZl(?dxnT>i7u1*}=j6vI3d1Ky^mQUt4n~4zyu-SCU)miCGs_*^Lt5Si{N%Ce9^wkC)P|}O zpeMN1Osz~1=v8Vg4HCpz`z^@d=52at43f>)hK?O0M3EPKc7n{F*pa$nn&bf zHH;D+rIWP{F=!w}!Ts}azXj;jaBgORP8B38INAVfvQ8l*bnTOg@;mwK)0{0l1KGiY zuVi*`9dop|mJS1X7nKh8uF8M`D)o|Gwssg;AkuszRS)|OWP7n2T}qk8N`z`7{TIfX zS(5+&h#nvyF`E&>vP!Aw7fFXb$G@B*bjz;zE0KWABQO$Papko=!0VL4LMJ6wa)xE# zHz=|%7uL1`O`lp*EVw8qL@>^Y;oDwhd-Iru(#jC`QgjHk1?wm%96^Ykm4z=RDdq*J zql7X;y$y5c$wR^xF`S2;m1#~z#zb=J0@a(L@RG!jo_G*^ECiHvBe}GI2#YX{i(GU} zY#_OnAm0SwE_Epu8BS8|BjCeMRO!QkcY;@m3P&CYDvif0a)|9!^7k z{z(P&Nrk!cSS#5<3$J;QhF04R0&On*mgyJ4G~e#x`@GiJUZz(vX|97Il&QjATsZH8 zAgLtRq@_7s>^1QS_Umeasqlbm0;W8FU1KZIDqpirHhqPRSoW)9gux{cH)KO|a?d+vLRmzh;7ScS%_gz+V*8|%u`3F*}N9z0J3qFs96p^(@b+bG#!O{g6 zNYses9p|Bs=c#m&yiXQq4r#_lCd6_l@&vHs-7r}rPNepg+1+l3BJHyciiORvS>|F(o#Nij@XJOI@LP>#t zB}CM#3TXaS@}5*Bf8$}%HH_;QVbgG0gE9yEUftb<{VDSM33op+!~KXz9KqLdXL04z zc{xad29V4L>l}iPL^Z2GMpW1jsmKTz+H5W!qOgpdne&!WrYN-eTRcLR82g~q1IS21 za#nKwJ~16@UlTc>oQ9l_AlHic42$i>9QKE)$)YUb1$*vp-h|DklaxsPlEGcn; zN{CsqS|?%?COWlUrkK$5GBHmH3HCX@1|Y5J1&`9Eucmo>0 z-Hqg4_zDmQkH5V@wP&j1LvI0}SQ&CmEGS(N>_D;TGbVfh!_T=MN!$h4fP~hFRiTmm ze<*87nr58@S=sU*;}nwk)r%>=n92XW$G(^|o|~O18+$;%TC=gA+mPr;XO@*0Hx}bdS+i)AO%R+6**w)vsz=~J-1a?^)xnA2(fsAlU&&C&W%P1es8TR*=Vt;?hJiCa0ra2L~qa@@~- zt&#%apufQcUHz&*(`=!ewHRyVz%~pl$z+A&RVjLL$+b8JVRexY$|IRhegJpgCx9aE z2P|o}g9XP({diomGO;up!QbH)9F?vKPs(ZA@T4p>;;779aZF+}Hg;e$B;9+10tB9I z#xX^Iw<&f_DT19nGr`$WuYBxo zIH+dsnVf)xE_~r;8*KW@GZT4+ckhHq{wZjMqwO!9jK_}eu{UZ$r9BSEo;}U6vXFot z`SFA>mApk&ZqfT-J13@(J;N<3#FB4<{^W+`oH~L=s%Cnrq&O<}T9-5}xTH1!gk40s zE+Q=@SR?tchXa0hqi|Sn(_stB{w&?5o0-a{syj{*-sO0SpqKnjXD`y$+= zU=yTbI?_0e^G$H^YFbNc`KFFk#J4IHQHo(fNgy6SYqRnDFvwAi7?R{!fN={mW$EyO z#`e*AM=rS&!a9=O=}XN?$&6#jZI2>0%d-lnPoZ1_iF1He+B2X0#srFhJN7+6IpD~#C7ozcr1xGDLdv((#DpJ1ssv*DALz5|DbzSJ{EkeM(| zJ%H!VPd)P{{H;9G%K{?cP+Z)g;UsOCCywXi7A02x(o*I$sU6Kz(i3Pw_EGuHIFo@qwQ*SihA-tYfB2wG)eWmJDf}P=X6tA%YHc*{rK7G+}O_!YwZ^jlx~cmRCBRXpYZ923x4wa(bg1GSY` ztP{nr)=o5*2aEH}uA{IfGGyP%!!|N1ySCCo?4IG!hfP?hy2w&cBv^#GE>xoeDAa8@ z9WxXP=6xdCsG^d08kotOEEEcNR}s}hqduUztlGI1Afb>Nrguok7~>m$A?bq4sZ2Ik zGpy7~CA}>-f_V%1x9t=04URYVl(8~DvRE0Y3r5Eogt=LV^wF3MP!X7q@d)iu^V!(QfIlh zrtURWNMe;|rHxzxsAU5{qmn=WvYN6lAWS2EOO~Fra2zT)k_OQ7nul7+0ZO5j9u>uS zPDzW=L1O|o=CQV%gTckzp95;;mq_n|; zW?&nhL*id)V9sukd|6=5!Z2lE3qD!F2y?&54VooWhR{lvOiGk$GxhTc`}APXhl6mI z4>A@QTOrXW3Z=vUL3mZBKHxf2R1{j-1COnoCTfAD6)yke&zV_ltmMIxtM7!0m5q+F zhYHl}Uh=PsShc;fYv|ldJMQL@gg&YmgdhU?a1b#Bws#6Yd7OX*8>x4d3zt|X#(wA7 zqMEY3KOWb~*qWL*VNuLqLzyvcwu`&bOpfJ;XM=S*7PFA#+?9%&{tU(Z`sC3^A@#4hBSR@0TyU>y`Yg5(3(%LBwWCS+}u%;y>xDj3ouPvKS0Pa&wKd{?vqrZgflLkGEpFDoHHCV5Pn zH=-t?b(@f_J6xor(qs9>$MPW`4U{L?N*`hi5&c0{rp4lSVc!zD0DFXvXnSvCDXB=B zKDRW#L2Uz$PbkJG{{`PrH}Ow+3V;v?{B z;Aag+2SoTdCL*ZPVxKOshfXjf=(whx8;UzedFKf4+^33XDn3*3nZ=!>ymN$i?vuqc zC7&tz%;L^b-Z{cM-`+%Z`oejaa>Yntk4JluM|3PO5u-4mTSW`iC@UC`1gR$44!KAl z2Nf{6P(2HOA%zRh3L-2ZBsVVL)$MwK%au)J#sVA`Z$8cFq*>5N2Vb>lq#FQ@WMf+X zfJiKiJozAoLn+6Xe3b+%2gJFIxa1K9;%V^74nsvDXhwoCBtg~-gg_je^9zJPvH)pd zLLkX>vFvI2Ig384t`{Rxs6X6SuwvNCvEf97Dq+-y*14L)vHj$Pfg=77iI96lJTc+5 zKg@*J3=*a381b7)1MCf^!Hy`)kY*K3He8J(kTe%J9NV3IUg-YkV;wbfUPH9>d7;Jg zu_jywPW5(6ndchHhu;Ns)S{8WeXgQ_RmzOk6=bhTeVD#MYzd~{&|Zl+!|Pre)nyu) zG-tKGqa+|sdTb>zY(IBvgW_z9{CKvafMu~!!PRr~U6ssdR5``!Mm+KZ1TxK!WGfrG z5Wr%!1Hx)6T186;iG|!6L1HzGo(ax334Ut~iPZ&2tj_hS8Qvb)Baw#93RruKQA?Qx ztp7cC;t(H1vl~X&5DyQj{+y^f$^0vv{zR%_Brt!}n5Tsl7)MdSUI^#0HUKcSJ9AJm z8m$U58lHM(1AWcPN*35t$n1_q4XWt?tZ;Hy@e!U~Rp{r|2)7UR7!cG!h&*+=a>=t5 z41Ck`Y5*jtVkJQd&Cyyp009Ptt#fHnNhQ5#xH9l4qBSpNT~$T!Cxr$wLakiIox?{l zSV)ksAcJ6^Vyv(Uf@H`Lk3yM{^=PA z#B>7zSy`O2=SpGs>E8@Re686H2vH_uaVbW}kv^1ulWnBmd^DqdEBz+T=Cvq}4*3ZR zp=DS)UXp(Eo2B3UlJuLOdZdITA)3q5Z-_57!z2@tdggjY&Y`QgdC!C(DAEo9F@48B z4^)?~PyHM5MZ1`yO5PvUMV{iYmGq9K-b@{2EoF3EPF$q;;gO>nGZ}`B^NpAPs6F$$2%2C+?s#HULmtdBWLYgkR&9*AE=gm&}HmJP*{R^Yb_xjJ4GWgQ$e zx*^x74$Yl*?MIS*(=O{fb{Bj{_8h4U)pIyP7I)Rj(?N_bWg8bV$z4b_Ty!CO-6xlp z%D~{IauXJC6HH&jda%TA%}#8SP@#sOu}u^D^Clb>e4qF`(m@_|?kO0ILjg^MZXfDRyDHmm2uhNyp@d$E zMOhwA#sL$8cGWRYXJq3F%*uu~zLv;%DO=D!ub((p(2qVStspEZL*X zb&aB85J~n(2zHW#6X0`&+ecZ&Hp*3cqTHW(eLmH(Gad+=W9X}0N!1w%ef^u{8r4Fc zwiR-Zgkdz_0AZL90fUu20Kiuo(l*I^Qk`t|Fe{T+nPPs(YIzejKPp5xX(;!K!2GBQ zx-Uydh~fo?U6i!9-TdO^^GmMUe??8@Kn^cwfQD`c zKRsb3#y`E6(xHaDlU5ztyY{x~(B8GzbzncoN4ze7!4tBC0nEW3ryI#23CU0>8`Gx) z%AlH|4AR~&ISh^AYWQ{-hR!&Cp8Ibuj*gyNN%59wqeqUPBuOmuMjXopOuI=tG1`Ix z`Pfemi83!Y>CtxQdbAh@xAj-eSEuWN2{qF-i9_QjhjMLmK{>Q4TFM)La!4331c_2# zIB>Oyej6WFyJ%GZ!%Xxnf>o5}fR@BC^e=)d zA^d^@xsf%neyB62&Q3l))^~#6Of^Lt*S*t5LPTer9PJRXh>u8FX$cPsdt92sS5~UF=SGa(!!W9TuyoRBLBA-1g=Tf_ZVxth} z>G5~lQn_QZaq+jT-`1UR4TW^>nXRjXesVI1xdv(4qpI$xR>0TvB}uNqV1Bi!5)!SA zw*H@_SyQ&H_v>vW{}BFCJYQsaJBoZS#0iHC9oj5_Xb@6cac-uHQhanPA_3za-F648 z^jQ+1e%n_$e&zbA&yN}LNs#qMTAV`v^x$Lgsek%;ni)f$8sn7ttMEC+1C?b_-anhb zLv0dr?bC6xIUR?XF15T!7jR9H$^9Dg%=PqC?qKz1Hg1vQiNvYmi5NT-|C2;CknKE# z1t;vdCiX%sF}LFt%;4TQX47!9vYSEc64~)U5CKCg-zIb41jDI+O|CkunFcW!hSQXJ z%g{B1NH@m-W`t<+>Tux%uXKWj69ASvY(_?oiJ@zpbdAHsKQ6H#pXNrj9{ysL4TTOa z$s|WHD82y!xQu`sr7zEZcPjZph#%dEKf|{<;y04pI=DP*pWkwiaer<%+1N475yEWj zz+1#$qF<~`Yj@pH<~4GHyLqdCuSqBC117ce8pLden~2iRYY?v;ZlaoPG62Es<)vT+ zMq2>xgTMR=NLDWI$wEeU!^Q|UV#n}d$zR?>dL*E46r|A#ux;_5m%Ic9)Ua{-;RLz2(B)o%?wLI z`vy+*SrS@NAfYWZ&#{nN658UvI6aqB2SyHoKUDG^B>DrXLX;=LB&ghF?X^^O&F>nr z;xJj*au!9tA<|)B4GoE0V@3;H6+%WJk+!`8&bgq_-u@yO9jCxJi%KE30#j~i(^jjj zFBLm#Ol0eLT|UzRX^VMMo900|q6f%8vJ7B3V3Q|9EC(gb2iMt1^i6+_yp}GjGSt;D zJ3l=ok|+K1V0=a~b(^eoaS+WHLG&ZTe;{*%*t+~eTk;D<_ChfU!z4Gw$Vh_Lyo5>V zB}L1cV`V^XJbP&D;L8;n`+-D~mzP#^0CDjfiw<}bb<1g}CQ!}Q1jDozx-!aQXD4+@2OArxJjL{~Irf;% zq#k|Du{04y)BeYDil!$zn4@X@v7Do6vV%#Qc087oH0|hMmZr^*NG`t4+ zfGBiIAqJ*8C)`|MW!A%GHBA-iA(pXzNvud!@)yWZ%pqyg3WNc7B*~8e_hf`CJ>Y8F ztdK`@#cOfi>muVQ;S4i5g2-+hpwnnEE&r=A?{|gJTIiPl+HB(ge4P2TL*3Z82KY17 zPpxq0rV4(Sx#NZa7mA$)l=AnB2T?MQQ80oKmNXwS^{HhCgIZX~lhZf*`hOEDS5jzw z6OT*xCN{k8--N}3PWv`)%=^VRa=2KVi3tHwnGX`1=U-l$j_7N4(-wH`nQz8ff0M7{ zrl(-IJUxvQ3kFr+;QTa>K@gar-q$igg@p+!Y?+{f)(Prp?xvhGt($TVxhdz6n{p1h zDd(J`n^HeJJ%@agb7t^O&OR-^$vFkz%DgDjZUrcHnyZthU@go$(mp%wfL+`m~4r9+wEOZz*|5uWdZc;0haqC!yLYS z44|L_*EXc@fY=DPdq60HAaH@ix1BMeX2X9b6+-hU~{iEcU5!$ zwCI#t7_jw>3;uAy3oiJ+1&_Dj=bj$#_N&Z&VC#AN)y4qFLo`o!B0fce=WAqgt1FF< zD1pJXx0-8bx%`)lh_JSni+^bo*|dQ4$9lF z-cDM+*|gP7rmfd(*?QKn9eL@7?WC0943E=fqZjF%hO@xHr|h9$?!#(x49OpEjv=*> zI|b7{$;>gNu=Po1`(fl_ zHcd|gc(d};M5pm-UQHwOng4OlpUczuGyORJ%lYGcRZhe1TqN2~EU2h!c2JR;1yod> z4ph|bZr@wDy)AQ@5pdK`fTQop(<3K9sh<7u8P)^X7P!Sctu(D3fK@|!T|cB1J$NdSEkTSucp3se2#r>`sw!O*Og^=^XtkKy7~1r zti8T|oUxbwG&a$a6m{US#5Eca-(@d18W7)85Y!8Z>mCB!$$40D1++J$Q@u3Bo>i}XVfTzN`t$-350ddg^43JcS>@xW>sWD&> z6H2!dHobLjdIS7ea4?L^s~!B9OG5c`#X=J*={7+AaM*M7^K`w&?SmcfpzojQxcz54ocjfOM~&h2yJ|VU{;66E`2A>YZs7MFXHN@$ z-$C~U*fow28&zSzGbhR01Zs5IFpyydN?$^4CX}xwKqz9gO)}KT{0o2u>jE9U;Jcm_ zL&-lQ7dli7$Q!T3JQ?(}lM!SfKESmeQt+ePiI)RLL!X{(e%d0tidPJPia}oE8+R9yFWQqDVpRJzvD$ zGguCgax!mhIA41Ki08iBodBEubcP@K3DHPC+JT3?!(HRQ75w%1A7=<$H_a~MzqC$4 z0UQ*XU$mWb{PKjOnkO7(p^syy5VrR73CAx?IN#0*(|sBjj7*MHFhw6w_YF9u1hwxe zk&K?@3C!a4t8MGvnFVI;+u<3Qt$3R)DC}1|*1Z#pl<2gsvph^?Ef)U?ihTi3>=Q?Y z4;@h~QVE}gWNxs$bKN`XJh&Y??WvzU4@oV)IsSI=7wK`gta~RRnBisbsY3DK!F=HB zoEAFMNzj>2g3feO;=Xe((3$$Yw3F~MoipHN=A9P2OlJWv^H~mPfpP?-l%>%_b;a=z zkMfO@OPD}jWe79wZZO9P$cnbN8DceiQvW9UQX^jY0na9|^MeXtu7zaf+=tgjGb4StYJYe_2g& z);@4K`MU@c6P00@s<6MDwD)pA%$_s+7$*vk;o)O=(>}&9K7}{kQw%ph#PKgP>E?95 z#mM`9F8I%Mj}bLLhAKaXKJ~{~)$TE(e0TF>Z2UOOtA6=a^%%FwnV;h}Iqic?*Qv%w z|A79T?lHXP$I#`+kf;6_YuY_U4tQD9{16V#GBM3VZ2VX!{X5-5$mWOeOAqmuQ~$m< zwEeziVSn>eJbC!l_Y}9z@)WmD{}i8>xiB-;C8yXvl_Fb!O64HW87>>r$TX5(kWGh4 z391lME3mpqnFBxG=r=M%2@XS_sOwE2RUTbXQU$u8)iP3 zt#m!aST7bH!k~eB>lU2_cxf!J&aW@%`l9Lj$kHZ?*B1@5msM*#e9Z3BKETb?hdyx&I#!I{eQL&^_^Ieo-#SrE={QJ*|<0A(7T`Xp&j3YOB& z#Ghr-oDUAj9xFcy1Z7YhKolo{!3uI}lbqIMAYi&>M(|20JS zO1Xl^%0+&zL`X!+Ov1@ENvGD7i#5FzsU|s_RMT-M)g(x)NrG5Yd-)~!sI6xaPwQF4 zcjOIRg`qA8gvnV z>d#Ko>K&Ul1hcjJfN0a~1LAejN22CdM`yCtU)gd;Wwusd+@{qRzoM-^^F8~%`=X>g6L$(TM^Et`YYu1^2PmmaL1?nU2!@cv($ z?L~LDdC}dkX!kf>pW^GSQ?Gwb4j}8#z|?r_<4^jtwR)=E)HpTwsqv;W@V4*x%9gWd zYjasIpCNC0P0lqpy@m{^o6ej8b>^qXS97PH-j})g z3=DktAH09oN&RTM0sE+US=#+KQt7p74b^S0w8}NhSy~%~8xY~6fvD2*(O#ed+UA?< zpmH?}uWn&V2Q6HJ*hH7L6=!%ioq3gIMQ2L%MYl zbi*JvqafKJih>NviNPeO0x>c!EI12P5kY~BS)r$`Q79=##N!n{RroA4{+nhoB8PgA4%2vcRrFc&mHxcd2aNP zoO$l3V&=JLzn(MC9c4W(vt=@8o*VU`sVqOVW%=V=mVck?NhHsZd@8W1H%_BeGd*~D&1&FTE(yrD>(n1) z8pl)(0)3ps91iBQ@t1MhR7lK;TqQo`q*HCxOF&DqBizXR zE1UDAo;L%wSCp~6rHozM6Vi4kymf{XE^S5+!@!w5=EZx+Rw^ix5C;na8ZINYm};HD z>>w?Pr4dZQlz=!gP2Iq;>!u7IO7?a&%u^tL&5XN>>HV-Z zG;PH9x6I>bM88N80Du&Xc&;V_XVfclfPp7|v?tdqipw)PJxAW#R9OkoJSpfDT?pRCM6!@`8+u z*zgTq0!Lg-(^ZB{(C`a{iZ_$(h@k?Tkxn%oa@8 zg5g>)R|`h!i?>NXmV?`bbFly`qF0;aZyAD5CDIn-&zwQTUmqD;g*1PM63#9;gJn|I>GlAF|W;y2Fbcy8{=!tja6&uWE6=Aiq z#0oMZP=^V~8^RAvp{`Pu$(5^(h2wMVW5jgkgm$wGUyjcTeTz`36OMomW1jvH9FoEwr zyJ6D&Qjk@p%8+G9kHo=!T`PZj= z%DhLv$YoYtX8ZVPg*n|2BdoiXTn zYqoS{A3*ffrDngNegaC*9;|KNKgmRvYU#*PXlHd1Fgh;%_V~!iv0I}>(CLx^;YHWFxFBfOE!2MmDdD(AiizvVCM^WWSFt$I{Kv3A@nmSh{}Q$jJT#U+~h+ za1*pI)YA9C@p6%3KTw+vDp{pJ7Cnf9i89%*h~ZF^N-r4pyd=q7-rgd1%~FA<9XoC6zsWrjzt4p(upB?B+SyB6L)aqHCCgyPE>>X!8K-FC-Am!Oo`+n66N5!0T|EHfMn|-4#2Jg z*JJjhk*1Tsq-y?dn5Gp8c1!f%;MJy{xd$!`1t8QRPLEBzRLsQ`*3+57dL|Rzn!;Q1 z4;F)3P*;8OjBa>iR6S@*1jNU561Yij;FTE%kPvda+L_0H2C* zHA=-Mz1VT;RBKXKan53keZa=DK(5@30cSM4)qACq#d?AKI|Iv=OJ~33S+!Gi;4_U; zdKNiFGnU+UAnSd`%Oy}ni@>U;ssT-5=1sRcG1L}y)q>9HL_Yb*B3XeE17h^~tLJ$F zhhT#>FQd<2jS_8j)E5Q=3p7QHG`pT27s)N55rAJFeg5j0l|?(_7M;|c&y2U|r0##3 zCE3l1XIKfo<-BKSI`6Z&8GvDx+zikqGXUu!yn-$1W3@HJ4r}nk!|>@7^@g9Dl){X- zx!MkoE;F~Mmba8cIpNV2DTSd9}a9E4)Q*% z;?z%WfVh@NUD>0q?2%EU(;(?hv92b-NEUT_D0UjRT{iF60X(lqgWBh&ONwmTGsO<* z7%nYv%n|e5Hp+=;PKnSqN{J}Wh|o65h)7O|(6+?6JCKQLaWn6km=eY}Pwkm zo4Fl6LbWFE9PrV70R_O4FL)?`H!f&8k*T_>$1eSGPx4oqztP7b77iyo?q&WT;zr|_ z8j((6#OaG%*+4dl4%G1~NQP(}`B8byH}g0)iF0XkO9v@!kwo-c1^;IkMpD)D`#M4a zwWjHA1IJQYl?fL(VZsA~g$eHtTZ9Sk4qJo??+$r<#iB=yyWyZnOWq31h|o%q>J``a zUzdcfm{HpJYUD4J%O^{K>UF zh!6??BQ+KAJ$W=k zVl+cB3lYRDAjpGtWpw5>9OM9xZF%OSwjglJK^0>@9bwnN(6us^mH1;wU`Pf*zqobM z*?e@WWzv~EIz^Mt!zE}z&hCRkd8Ha7B>eG#@W;cpJb83Nn6BimY8`0lQ)y1XhBwd# z8*%|ld&_qwggMK6<~z*O18U~qA?_VXoIaWwx(kkYLw;bjcp%bJJOaBCyoF=!k@1IZ z%sHYuMX$iO->>}sInIjI+_aaer5Dw_Vwyys*22<%H?>055;-|1`Y^bpE`-?Y}?;C};Q z9|Pi(o3CChu*bpw1Rv5cI@N>8?FzepLe-(4eyPzoFr8YXal&jo?V%qsoj#OjETcUC zT}+awVvR6e^lcDm8s<8p`};nqx<>ji(I9%xd@UjIm3GVQ6|EA z8mw}p!ouR~voj2su5Fm>hUme8+(!!{LLLwY&PGScY#f;orr(_S`FPm4YM3$IfLyO!+vJph;b8qVVU8TZ zVMOMMZ5%|zfRH$ee92ZYpKDzcn8MC&@kpBLn2+yqb<7aiE;}XCIVBQaVM_~LmH=Bg z_T33#&TefXb^+^4;l$?}h#`!b8~ELcIW}->{t;7RUpam$xcHR9j~SD1nEVvvJWt%b zS0qP+*g{1~a3Ur89vt!e(V6U8g$2|UIq_(O=XnSxO>NyxkP29&BlE<~dxg1(lvxhI z@}{x9^u6pXPxSO*V4&X3PVh<3Q$ng3WPFXJ97`2f1^0gZ>T#JPL%C3#Bnw@dNywLD zEiitQVn9UDWh%*dfZbSgT`Wa{w#{_(r<%iw$e0I|c|iDgq0p!!Bd}~8$4^BloFzgU zkETX(q3{bw`AtXhyeKXdA#M~G3b{mtV7V+2RAmj@2kfmb6#f!{0x*k(4`&l}5Fu*z)gA}0k3xQ?knbK5g4*v%oU{;-KAbPZL zCSVed?Qu2zU;(&%K6h`j2f^rY736sPwZsXB`8>)#UB*MVIrhk;NWK?PcsEt1cNH)- z*l?yM$*XRgoQDqs%}2LCqU5~`gp#^6B-Lm{X<+-!$fJ`KS-PX(>No20NgiYq2f$(4G71sxAso95heJ&U zuY$v>nSelw7)+Vs!?JH6Fzz?-EKHhOyXsyZe@7G#z+{iq6$7YgLelI4^{X+k%J8!q zQx+~QQ+<}=k(g9lbN)xv>~+~HSOW4=X#;Nw`7)3j*zkY$P!OIV3)0;Af0*0hhH0I6 z&pFM#>@z>u>N7vs>N7uB@R{j3`R7=H1Wx!Q0lDrvg@t%My6$V*wjy+`I4Zdr54ASq zq1I+RRBQ&}<|RSjGav~DYcq?kLXSO2VIdx!p&7nw#>L!5F^D+$nub63SmlUXz)_G2=gK1`^^+;l?kK>$f)#H?3v*xk*C zWpDtZ`-i~zZfl@9FrLK_R13CPm806z7-5Qxu&qDXQ)asY!^CA7yBqkE@w6;Sfz3_J(m8&(9^YAFOlGyXWUID=GZ%hP z=|^rjQ{GMuh>GLhcA9YTSjpqkrqd)7bhloixD6*%J9x(*IQ3S+*xb~rkzk2zYSzE% z*)9Ov21ErIWGK<%8ueGr^9h^hPIVN+%40}~?Pd|14n2zld{o0ynn?8Nm`Fw(_gbCP z!@{D(X%?_)+1v|;nXMIbs2Ov}1vUz6G@zJ>#+8N%8xYPI9LgaK3VZk~--7p-T^A!P z7UDe!zE0)J9^(E6PbPU!Dw4m!!K|Ap(hJtUYPR;9y#O8q3cGTU1Zm#KU_7d|##SI` zR_>#e0s?GFcU9I&MUiu2v9&#Xh%sWHC@>e5K(pk^dXyHx*q_<5{*Xv+?4Y2YIdSVD z%9uL_qp=)*fL|5@<0$tfNa7QHa>xT6!Jq+?qQU&|rqXQEkMl%-gODmo!#r`^5>`?C z8iqe+thcGdx^8P7%|6aQPpU!aq(K2nP=a>ks zMH4lUuHUF3JDaLuQ)>Xs9YVBv5L}we5yY+={Q`}D-AQblJGOCF)ev+3$b**hPGh&- zyp7jyx9YbAe1PDPjE!$fOS5LNDM)Im88;hcIFBphq;6Q(BD1(o9^(-8Ww+(1FZ+#v zL*GS9e^HE5Q_^4Cd=(%p1v1lX(>Y{*^s&Pj96-ROSxYY+Kp39!R@VWR)48(7QRtH& z!*UvX2?c|wz*uzQM>&OiuefJrkBn2=2z={4 z*iQPLjN`Z%Mrz(-OEDxun-C!dmhG2(j3Ha+y0sC{9^J!@c0NOcHRgfUb`5q z$--1GO~)V?yawvD|9|%01wf9fN*KP?-IGkx6H;K*NKlIrB|&B;34tWTvoe`H$kQYU z0@~Dc*UVH;cU7mVdNPBo1UF((RNQ5e-^E=Nz9lMXMApS!T!TzBDy!^%aUCK`bdk+! z)S#f~hUMp+b8l7ktGcFVdfe~(Hp+CJs{4MNd(OG%p-2GDde05*EvuB9Z)l&5@rS_+ zCHQ@wu><<06LtUak3v6l=Lr zdXFM?N%MtI{@_i43>WDyUV7$Cj~qa2Of^P!#S*F70rLX}0O&p%Y>U+0yHCCm_7$U$ z=M1#$WSajr;(l6%j*Q0y#V(YTej07w7T~rLxOLtmNjG{YNNWhs+3H1Lkwa3+S^3K| z=+5j$@=Cz9bcr_h((%bij#QrJ%sa!GcdnP8=GBhz6OVahj8tmXRP7j_!itai^h<<_ zKgz|RoW@V^P??H!N+Kr37;TLCp20nrUbL0?P2~pqeqhoX#a!kULj?aauat8Gr6h}` zrziHD`&LF4G!DFr!UO`O*fKYws|j`P2C&wEqZ8DP%Fj*8+zRJry!_n!?_cXppZY($ z)_0d`>?q9Bqo&(wysL>3N(09$+!QIs{b|SW`iaC!;`%8baOy4ptc4fKi{uK}D0R3Y zs4mV)4{>cw8Xv^3Nglr@5x*vJeogZDH6S{OUz1AtHIjdUJdF4?(*0Iq$vqPCl^tw$ zH`~g^lNZD`(z`j`>}~Xv=w=(}DXB_sH(L)PApl#3x>>IPW(;++H3DcI>SmV*Dx1&{ilP3u1V(-mrWdYj68HyQI(2u zuiS72Lef5Ye`0PDGXm#4>Ma5$v;%?Sy6vWGK*WXD&+8mbgFU8#kgF zVX2#BCOGg|Kq&cSD|rkddyrc|GA{HeD}}x!I`Jg4pl8JR3F{rZ_`MC0Ggx6K6b4q< zAYou=g*~6luR-aPBufhEJb60HTzSo{!1h9UsT9Q%xeDHt2-C+)G5ww&KSr1yETnOB zx>-)i+#4crDp82-7OURtYVB4 z)XmoFV;py@kMU8_Tj1q!j7LJoc!HJIn%JXbV-uLzDXR4DW>y-jF}zRs!<(Q=Z)kp{ z2gaIMX-kbtPxzH8ROxlipVKEMG^bOAAtpwFPEl9){pG>w-!tPMKREq+X0PAV>Dx1R zHnY-N$oF9(3T+1Rm1uzZ##erI94omxKKj4I^!J#5 zOZ@J@6^(yE^Dh5_CdQ;V-3hhxSUG2qt*PSKnkLF^P2rLe)nwPf#XG2uv~dYiz}Pf7 zwLO0Eo`cbPY{z0$tC-$JafZ?kj)Ai3+^mwgFUX#8acW}K+_!@ubyZ?7ToIMCERa>M zDoLG4m7GhObd^;wu(ytzgMO=5*;<_-tySfn{+&gHDt85qVYvgYfDbLQTdd~UOCdL2 z?Fluurkyh%Xb6i&O8vgf1ZP9kcPm?lUFNr@d8CWbMk7WN}oA-H83E@PjXL6D%T}I zQSg+E`+hKAk38->y>S=LyzmZK8rrGEvLdt=@NDqkh6U{sxPMdcy7>rM0nW{;x5D%7 zw;UnWT;UrEw`>+}q_Hr%b;c3j>A4RJFkEfD+^MJJE73FGKM^uh46z6)KelD%|C~kP zguU26^7FG$tBwoqeE%V%f$%sehV}dhv_iNqB{qkYgA-`ShJKP1@U}=wa%4UZkMe_a z0F}yzxJM94i7x;pm0mI-i_zkfeEaGDr~3NGtGVFmZIudgc(hbcjC1IVW2Iu8c(@qn zi7yIYVq9zkw=Ak;{}H=t1s9Z9AP>dCYKX}nObFHYR$`$U=;5{E-3%!!wZb98^=X;V zSMpSB$(w4Ns|z7U`hRgb{ZGyRQ}h4SJk>SdR6=OMjkYijNs#jUj5(68_$SSO&2Y=um?$5{aEi_QJNY&4)5ID9*6FAPVDQ}!l;>NvYx|TwG za#ofad*DZ7Ol?)~JTwNXG+>9P-UhD@!Jigvhd6;mhArYL1@Wd_~9*iV&6fg-U=^xOOC>ekBS%bvg!$Vaq@2t zdM(+1&q1c%0V#M(ZoTVZc}uPj##to$vMgF#_+hupoF&Ceoh2oL&XOqJAUaEu0;+_- zz*aJ;`Eu&IsSJ&SjsU%`as#SOxX$L~xFV;}^5EWvL9x&G{4Jq=)x2DLOVHbJz(Y$C zA}T5^>isY9sPbWT&Z<(U#Oss-bpoe7E4)rH?Rz9joiR6hKVxp)em)+h&iDlCjMuO8 zsXszLkBd4BC3VKQ68)w*@qoO_Q)m0n&aK9hU$8A0#yaX+#L)hT=%PIO>f zc_&)~oouZ?u;8unz)9Z8TnS0*$u!!sC?8?+ok`k?^F22#XV7Pm2&wzwvfy~j>EhKH zWv}GFof&iyF}cbRvzAtd_XbU=43TGPWhmvXQJG!p*SJD}GQ$_3lm{xn=mcmHiXpyR z_~EUhjpI&qJ3&GeNg)>$+&}S+agh2+Hw5GdK^-azIjgX@#^F9RPElavO3TW4D~cNz z#al@~n}B@jm9iClVtjKQQx5VJNJyzBmx3uIT9M@i86mmKjH5h+dHzxPq5 zUL^mo8T`_I4!2B^$O8ZwFH4JJ32-@Z8zd%$2X!|*AKUw=FQ*aqqhAEudp{7lW((C1eFu|%IQvTLsrnwX z|Qb^+Z=wu|qqqfIsAE1^)(8B}xYC1K6F2SlQ*u{hz9=Gi&uu`uv zpyzr@yhUOy*f8=H(>n*fZ^USGGSVa={b$lKDg7exFW{bp!bp1$(?6EeU0*zhpTK6d*r7*%Na}dbA8Y@ zau32;v4yd-&>_fKboX_}0)%#Cx$V%xn2e9Bv*4hb(H(61=;DU zCgQ6&cU zTin)>n{Xiof(Ce{CYi16F+YxmdPdIEnw2Wl2|1Ug9{bujQ|HS2k^Di;uv5sL`ZNEC z+$9(@s4sqPoI#Wmi4sZOY_1}y{{boB)ST<3kpHeV$aiH+jdz-x07Ji}&aQX<1LK#YH^)3%Y>|*o-R)9^J)rC+T^Rd0qs0v8yXn z1>zZS8cKM;yY=g1gb>@Z>PcWe543Q{y26>>^9MnONQmhfks|4%!vSuqkI@tZ_*w$Z zZsA0oTuoP6;d2cpP^cx<=`xGsxNn8Or$WN09zKmr7aux41`5yzj&nKZ^FJSB>ez8? zI8zUtmR0uvum>D;ffLFnPRn9U5B2akf3ts1R=pk492xh00p5GOLe4qi0Uo>Spf|t| z0mEG}!1qH6KEQX06n}&PzK*N+K+VHQ*~NFNY;CqZb{WQQTuc6P!6=$vEJM7?LKe}Z z?6${%&Kp{@00L4na=hg&UJ%bDudgB^rU5*c&*R}=jWP8U^(VjL!sphkdM`Zx0{+Y) zq3}cS{0H$u$*N=U{QeWL0s`XcJ4&XlubS?&CzAEFYvKyame~c51@w;F!GXY9@(o%c zjve4~=c!aM4w7X;#dshn-wueZ1CfX-2)EL2XYfE`rOND{4*MBd`5$K{lNpc9;m(tQ zXpXC26%LPDxz<&jJdwmnxhk$6{}*yg97iz<(%&$e;B!j;6sT*>CftgKE zW?x7}VQiP(2TG0EB~CuIRyAe^vrx%*Iv1&mqs_14_TQCN@#^p@zBchHo|#k?nFjET zG*Kk;e@`V@au5;sY-od*9szkE7c3;WJdmQL05cSfNLh+0$wi^M?;AX#<23bW68do+ ztTm__SE3l#(!pkxs>EF>@lX%o7!3&FIEH9K^DPKnbu+f?(wz^qC-&|^{w%SVQ^oXt z@0rpnP76z97!25{R=J|An^6=&RqWjZHqJ`oW^VLDX>L9_mO_pTrNwj)elF=gEu^2b=!b_ZIfH)YlkyYSfoi26KraL3m4&&* zro4>uGHM8;hSYI~ogDNgD^YbFC&W4quHqR;Xa`ntqI?x6{8h}|`)h%Nm^;K3&Lrn? zXLXVn?jaCYrM_YCeC~qs-5?;6cu~Xyl4rB34zgqFtv5f44rouENm7W9l)--naElM` z`M1Y_^7P*}amGJPK&^|aLs~-9rUmd~MJ}4zLujBHs zs;F9t%cDvhBwz7T$yXdCU!iE)6MNO@RV(k+{a+Yo>TLDo7sp}d8G1C|KhD&b#fzul z;k^%y6Wb$a)#LEuiT&dq*YnW+@$z212Stb=Ed}@7agK!C_L;EhZhh)%Wu`LYLg@qe z&~l-)7atNAN;l&Jxbnt_*oD%2@j>clH{ru8+hg}rR|D$r0(akAfW-hTvKuv>W9S3i zBSoj?<}netc?{k){`anA(R5UD*8erbwQvHJqy^s#)X#_ptsKD>UceckDC{lJk zsj+eDO+7oi0TmDAkHzLD)e|=zVQQy(_j`|!_i=Uqd-26l@!~qq3K}--MZ;j-gOBst z0k_gVmeJ{8mOG(XkEDyFK73RJnE^bo&x06wLZ)~&NrTWe26*7+>-)wIv#fBU4Q_@x zi~$BvZ2}my_PDw~zSj3jOjjxi^pXrYM2v}tAU9}N^iAFEP$FNW3Q3QLv=5^~ z+tI^gKGKHgWAF!&Hat9cc+5xIhkb3fTGD~a`sVTaUI2;FEWf@sUf=#_k$7Y3-SF^t z&+^YQSC;$gv)G*4(g-*tfHqJ_OHASdlb{wFMC}l6^tt~5qV0wI0Vo}54B+U0;J?M3*%DHD()c4*P zukZ`^9|WP!Q=@bJ)QxtibZSXR9kn)Gkt%}wIXSMT>lXJ}qje$+Nb=q1E5OyIq# zzYODI8FB*enlcFp^4xLax#OhrA6E~2^$7CZapJk-!sSfdW4b{QLQFUM*(Q1Ll@)6C zK_A>a?0oPl9|Jw$C4U^I<<{REV4jt~W`Kz{2ksLkV|e=*9oF*8=rbyI84qYr4qaz}q6_j{ZCPc8rvd~1Hp?T|Pj;Q}`}BC#b>5U= zm~3MY|9HG9oBj3|o@`FJFE^*$r*1h?wcM+L_~EYc6={v9>K))0(ZdX3CrOI)7^V9^ z=Xsh0{+B#O--u{w&RX)3|4#4X0Bs8RzTVT)&Rn|bRo}Q%JsmyB(Do#Q#)Lf=L(pKD z5gwKY6;5vdhcTw^KET8B0Jq35iOD6s{A`@ZYH5$F2fjWYh$qvYICUn)eTa#KDx+W< zd;`VR#~??WlHfPRF;tT9Rfl+VJ*hIfUZo>k|GHp)y_{!wITcS8{+%^2uGd%*wXhu9 zJ`x4nHeC9N$C_FC{gY{X;Ofv95(Y~@d~mAU{@gtWz0#4u@=N~(ekw2hvl8tz?p|Mg zXZDn9C5cH4R|GDKl7AI1g5M-5>@$6bt2qhd`{720D2=l*zJU7G8?)-^^!V5Q<4bI( zdeK^t;7Su4iaS9Hk_eb#_(QP=Ka~$fAB_ZVT}6`j&lEA1N_VZ;vv|`8iNv054TNRl z+g2)3^N1z4dwPGZo;KAM;Yt+6Ns5G`xCHoH01whnG5S^3qx?*QJ4+O3#uTV62_`C) z&e_$m+nxjudHc!Ry80r33H2!a9J}pFP=QkK`Y67;{iA_*`vI6m#yod_^hu#ACHZmk zwv{4$g|~&rCWRo3!VNv`n7)L(yZjKp2f z0Q{2R)?jjh72NahaL*jrR;2`1jXK&&nb7BdDe8cS-~AFVpy|%~P&J;joQMk*6qX1F z6Lo}xp7z~4sxEnqYC+3gu7|UGJq8cohd+F%kvFZ7$wrw@uATvc&zb7C;irXSC!xIb zp?~`hsgl5S?yn{xEv@4UFOpTzg(w8?p?jB@Is>=6{Ha8Q3jpr0HMy-sZNUqLzjf*k`a3gR@$DIx`fb{e%l1)`t>FGSBD&EcwbeOt2!CwtZc04$Gw&-~60Xa0u0jXW|@hD?`RSn!RX_Dj$@8WMhUHqZ(nmV5@{$ifxLaZzb zS*$V&neWgfWRT03M(}9A|BDfh_NXHfEO>8}g0BQ}Kdv%)PvT7OwPp89SGVI)z2E|P zCNY*mA$Pg%eu?_?3|BqCgeE`t_?g@qWK!tTaW0Lx@SKV2^pc24BdK$<5Agf#2Qbc~ zN_4w$TzZvvZZmXBabTPjAelObPZ$V}pWfv55>9V2KDi(!V|tPuKFm*VMyL1Nc=$6f zYI19P9Q?hY9SF7Jvn||m){k3;PFJ%*or$;-LuJTXlZ88?x7L2RI|>)@t_q3fl+qZf zisEmL^YTxC(78n&|2mf{9|F>1{Fhv&y*R7h_3Ov#(ihiNlz)>D$UXs**0!huS)V&7 zt)OyzMEM_k;2=}y`X!c%ccog=-O}PCtd!49Y^7XLwy33Uy!0498NQ;ExT24q6f63~ zkH&*5db_yUp?I8luB$gHY+x8}G8eRq_&C7cv-NX8{CU@p#vwfQekkZUkUkuM7m9im zUchb9rpjX=jC!fk0hZKdRme{ z!zYI5W)Tk*6+W}-OBmuxWyvjdlny>P69R;@I$Xp!6FLT0RCas{XqT#`hSG80Y(}Z5 z(c3_&Q$WtvXlw0pz3W?zmO5!7Hqy9Gn6%myii_lr&6qGA;v7^>wdn+EGuP9G`|#`} zV)Dv4uSrBa6=lXFlo=euyP}NY)>4;m+<=qZ)WisT#?-r?9_N;4=%xncI{Tg;7f$1O z6dF3h>P*TfCN?Q+xPy0f)_QVoF8^1YM~#->a;D^YT9MQnP|_Yp;RJ<)gCp}KxuUjEg@dU<&S4DK!GaO}ON#9_^izG<%rs>ir^K(HWcGOOO;N6_O) zd!r}nU%^{{nJ1UODCp8=UC3@Z#Im>-wpCrXI7Orq5madnQmx#T_*0eotRY2`N65kqH`k%ioESE=F5& za~U56ZkmMqOsSi-DH1AJ$f(dt`QRqd<4+~e<{r7IEnFs);9-kJcr*;#&PZMRXWu`9 zyFU;Xna41gy@tF~AYmt;+EO-xWpb>?fmxWL{>#_-PH?cONV-a$V^f z;M!EBLX8Ud4DzTVfkvq0$Fi)|T_Jb4^}%uAKmP)L(A6vGeBO;OdE34)9&rSPoOSm% zpe*%+-{5+oC*VfnqXhY<`=pAz^BeVxygcYDmWQDi@=la?qJR^f$-y7bNh$4QZoEmG zui>IDl%}evSU~#9i&|Ahpez4Fbo(y<>RbzZbQh)zbz!lsP5vp^v@%tWi_p|8ONO&3IOQ2>+_x}vfo#-WPst{0! z4K#KL1vvk7h>KM4zGnQ8ue0~ip$dFaQ5qGs2P{qFzAOlQ3_wHQ5ASDFY0v+xqO{Ew zZM#iKf67a|{paa_e?{@?VrPo`@t{3 zVztafnHTPJWs&-N?E83#9{V1)1%*<3zgJe;zF$tTG_RknS@lkMei1BclcS;D=AX0>($;(e~-xzZqldtJU$Japm6oe?7+3zx|C*(V*NjtX%>8 z@o8`ySsfGY|MbC$V4`O}bFdaBs$Np<9zJmoD&szR54SSG>&$2F@l|aP+;gz*JbFqD z`$(``DtP_!XAgQu?wy~VKxr>P#yQo+xW3f3UTKpdS}IEu#Kq%~agO@rgZ$d|et7s1 zLA0A5tSD`*cMmm>?xE13p*oLlMdB1)(%16k1X{ezd3rpgkB@^w#0>RcP**}>>Lc** zucReG%L6ng%19pa^@i@{Psxrh8l{yY6R8|B8@zF|Sq?S!B!iNV%;XQ_ zGpDKUFalh0ad{3mc0H~m`}Yvl;< zkic1&)}+t&meAQgb^VD%aIvncZkWOeY%RGo?oOL55WWA$;!i;Vjt`0vpEORICS_ksm3H)q^) z(-FQOZolbB`F^;x%6{O^r@-oJruu`Y{X4#~r^m`SL+$)yupj3NZk0j_{;VSZh2k2D zB2JTiiU?>$CcX1=#B9I-f)&xd?>|@r7ff&?*UtYisqB2?0iW~S_rSqwZ4aKC=xg(H z5TqfA)C0U=>LdHA(G0cgejJ>2wyFR6MPI@85pcX2we6385nUdXi7Hp(29sZIL3U04EZ#ug z77w}dyDd&veiv2WSkZPxjm(E&FUa+_M2*b1lQXzG19$Fweib$ILnm-Ea&a4Z^E(kW z^HV2KB=!^h;kqc1Ge<)MH8MZ(0*Iv5AHWYM!4JGpkvYQhIQf?c`SQT0;PR-G^SGDu z_yltT#-W_}By!g1>ah~>QZ1BKBXcx-6`{?Ke|DU=8K3I3dEeJi?DV%^3m6MkqN)oe z={+bvI#Vi3FLgp%lXg*bB=jA z$AUS#Jz3R+X^2T=T~YH88GqIn>>qlTYcKdyT07&5DA(uf_ZJh$c>8yKY5iSCCXn&? zxBR9)^{okH{LpXw5Kd1`q{cnJ@N0bL&_o93xbKzo*zpNud@7Lf@rh(S@lzk|9{uSA zGT!l=udaRji3w!<_)q*AZ=J|={Pah@0{4VQbswA#^Evu?VFDSC1+H|eG&S1B3S+CM zc{?|~!QU6PJ}I((|G#%%Yi2EzBhM!}GCJ%&I?kP2qYfSVH`sTSYYKLk1uQ9zg(tEG zW8ppAc-BLWXB}@m>#@qLWFLT88D(Yai~mKg{267%d(z!6Kj~*}aB`N1Hu&LNDxwW? zJ@@c@X&SQV$_93V_|g_Ppe|k;AwPOr4vR|9mFJ zCpimnSd0&7Tf1PD0E9q$zc-;O3oyiYzs%j8d*Wqeok7HMes#jF4z8_{>)wF!-0feF zn(M$n0|QVK%ht$s+YkLScJ~jX=6d*t{^7GPa<0Qa^ckD6$hnROay=C}*CS8+%7XVl z9W~eQo(?^!Iw*(m>_SS2GsLhQGa#=BmU5HQFDDb3JvJuMzpU@LgXw*NgWa^mfRxd!y#syU$l- zc=5idx$X|+x@}+7T(^^nISC!^ugG;SX?VXZ?Q91T7yROd(S`+}SxoA4k`i0L0B+RJ z^Bnokfx|(fi(p0<32~GK4as-3q2M2AHTe^5H75x)9Qd|)=E3o(2nqc;1T+vzbG-#U zSpX)s2h=w@aCte5F-x-Tk_(*~&Z^RIa#{K1X)Jho8sit}plXP&oYC)Xa!Ei#+xKh- z&h{BtC82k$Gg-igotMKiVX1q$(p81tMdgiFpn(q)SLt`44z~zkg1Mh;sj& ztT)r*8cp%;&M5vAzwd{&cc-{J3#Ko@|Zk0f$@7J9(@kK9Op+{SlVMO zmsRh)F)NQxtmMdP$K%O!824-Qp*C*c(mRJiNN!}Gcyvoe0Zxd5r_c@Zl_L-vuyI*@@N+|qE=wYipYt<`T2xO?ht{3 zxNQhZ_hRJnybTu7a=b80WaYn@!;)_;yC;z@l-f$X-y|r2$S0C4xiDl_AeB3$7P9gK z@rVfzOvu6Rq?rY2^AwslNCRVcTICp%9h>nJ}+q~Jj!(fCLdoK=dNTB6kF z^83Zzv9L%gF}m?sL@}A-8;CzsVi03V{wHwgi$R*yd+#_%d`7e(9j`m2F?UG4AuB%_ zb?l#vPg&JG;g_RUJswBCjr+8!dT6okiqop2Dk=blMv*!mNWHYqsaU0gH+$HILWx!l z9g3-hLQgqr!PB4(?5XOe+8QYpmURv($02DT?`}a-M?Nb21#U$Oi2Eh$Kzv%}td?rZAsZ*sy>LG6d^DCuPV|kxIO4M^AfxlggbvfwWx{NV}|g?d683poWWt4yok6 zLa5#i$~_Vo5yz7YOMGa0-XDURf8_J>&3;1RNwd8&)mw<{{nKPM6++(!Lusvhpw@MD zY7Mdb#aihY6@iXX5je&#BY7y~y2;4UE@Drkwd|~F+LXR=GbMVXu(4L#*ZTexvs{ci zKu3A?Nta5ze@9I@lO^B4O2Y6W6XDC4h;2qareItQ2xRfKA6%`zENuW&WtKdp-Awe!WO7=z*=a5d`DYSsi6-mf)LhB5Sw%Y$rT-`*M>JU?!p3faqhbN z2vb|+F|?ylKM7Dm9*ZT<2*h+;$jx<;*pQD%{zsS_v8gn7lz86=+ ztE0bLjl%>LKLSGuZ#FW?qt_w!lZwDKk_uqH0TJ~x! zIQjTh$Y4Ew6{I+WO72{P;tLzeD(b)|+LEuYHN-f4;a?R|HM$7FnjiTc_I*$9;?`$KFXVPt&AUNTtFxP zWHzglZ64zk2~(u>0$_;y7Qjo1c<7A$AaW!AaC10QVd@p=` z;`6=m^>u-5RJw;2F!e?r3CPE(3osCAlC)FBL4|xmDO!9z?N*g7iXGqc4jwmbQS2Ff zPA))JLm{7gXfu6tixOLKYJ#y~&S!q>=X?sEgI}Kyd_7KIU(FQBP^C3uDivvH)6V2; zfx;VAn7j{nm}l7kYQBh{h^?WA!?88C_x2I-_5i$Hz{t|%=*g>55Gp?~D+%yZC$CPv z#vj52_t-7}SKCBhACZ!;@^C*=owx#cQlvte$BZRU^H@f7XCQw!mYholUE-F7;4`w~ zv`o$e2ZslKaD)YBGARp!7u0~BkQlBws!!C`Quz|k$5R9JId!Y-&DYwJr+CH7KbGc3 z%5rMJ>LZw@@=dUuxvWITvPz!0e7TC@I)#MX@bdB4`XKmlY<>NfR<`SiRKKNPt5(jd zaNo=UvYYXhFqD6S##XlY~z{Kj(Co zoXgbxV@JTRKl$uyBfJ@tA8w_DZ(`ZA*qazl^~v8H0D9w&w&ZM%laq7BtOfKR;8Vk^8ick9X~y9IF4ZsDE)?> z%P7}f$C%9KGREdI8RJG6=CGDCGD=Q22i!sBTty!#=xJBaDCo5d({?eLB^hIxVj*Xw zHCGpmwan(Y5lLt92~yT-Lc{8D=fIMy^ZG z7u?ZK+o`O~E;??p(B)cIEVjn*MRUlsc9|VH!z_+;44B2P zoYB_>x!@NnfMd*^SY~b zIWA-!n2!2zlnb`rZ{%Fv?sD}^X6mZV>-qGc-LbTDMdxD7q1ov{80s!}m$gfqj{Xgf z_Sr^;5=__hd6kL9m9}ghKbysTSAWi3n$gqVBzFzihEuGX+{qbfz00v|x62vSY(3NE zouxwWI79)J!F^zshs7epwAtP zJ6CotS&Eqh--1)*xEcKH4%)hw=}H%ETQ{e!MYg5chB?r&xO2&3(ULyH1w>?+gSx1z za)A2t?(`##zEM|q^l7WuDQLE%r>3z+Ems)S`lhfxZP4mSTejvH>7kA#ol82KSy|n~ z#wuuTO>~tpMpOMcOKW=P&3>)Rw9K?+y2e1!Dmv3qVQFntMweY2*3+(KcVzUml`j}M z-Np>N4A;~hXBs9Z)30?|re4sdr8Zm!yKJpc&~2ycLg>%CU42C(m*EMfut7^Ymn`i( zk1*U+*Wl=OMkkcMq;qlS(xoeCboDMHU&uMrhbfJ`;TprbGc5?D3DwoYzb?l-#9DaW;^myoJeVdIO#88uyPq+@aCiq0jR*mvBnVZ$+8%br$h)j&qZ z)(qFdXRTHP8b>Kv$1)M6ELpY^^Xay2HGf2#QA^DOVY(_SBPNMwoF+ucE1ed)eM;*I zA5BqL9bAlbbknzn6R9nR*{|ESK0Om}>v<%0riqdZR#$&YTmxiJx;=f;ieVl2DZ`we zN`dTl2d#X;vCJ;f`3OVPr)x#m=r^XYkrnc(yq?eN`7TEXLDlq+1}A`awxCotL@OdVWx{N=E+%UEjI*EK`ZEX z3b@;8YpP}Cnojr*8g`dqy1G5AO;2SxWE^tSbp}sgbvS1^%Nm-px-yzGnAZv&7j!P+ zr)bVf4>cW~4O-&uw4c&iddRi4=J$~w5L&^Aa6%8*T48Y7MDR!;O$)6)#Z}e4DV)Zx zW%Rz{K-1A#GinJ4ZSe)r42C%{?J_K0XSocnpqWN`s8)lfRM4o80P$w){eLtOmp-DU z-IQZouTR(R&*-jh=MB@iUWfj;`m`L$uC19)u2yZ+s19Ok!^XgL^cn=HD5IGU`IO_r z;vyi0z;rFAUB>j)r8{Y@pjTxsilzZ|!}W=YOJ}<23Qh#3T-%uTx^2xI(7l@L-Qn2! zAAb{CndWamz9gD0A{IhUAA=D z%4Pk1%NL)&ynpEh=Py5R@#4%%efjdfzGeOCzR;qkVs2n4QfWPx>sZpcbO|SJj6C4N zOda++ZJ8#l&SAqH?aEsjuX|k?z2I~WYR+Jv4WqTVbIJLg=hN_LyS$`R(fpE1mNlu8 zu!D-%Q&n|fI@$mv!c^8%TX&JzvV!JU7`8TYMF-_LbyIQ$j0h?9VotB!*(RY4!-~){ zkkJg-8X)QjsgY%E!s3WTxJH;d-G=)H(2AbgM%E+3G~3oji3Tg*R%LpJ)3gSBoNH^l zQp0+>1j|hdiI*2RZ9NH88Y&I{qcqGZ=;>6yZRJxy6Q)evarMmf2_y3cuP$_}JFaG? z^{zgvXlACcbv1}2Snp*AYbKY+VIzi|OFQ_xYMaLUFpcESsF|L!kuh9LqcK@da#o{n z%F0e#reo#w6l#5>P=Jyew5%b(Qk_#@-H@J6YgG6JQ(kx<2%tOqiv9h%O;~o>l-E&} zT%5`ZP}6@{PlK%O{LUp)UVas^{S=lSk?l15wds@WW~Q*R8e-kdwDbpQnWEdjqWKIk zuLSSjOf9D%dgxYkfc1=0G;Li=4+5%Gpb0F0w#+of*ryWUT!VS=oe9R?Qf5OogE6+@ zG@11=#y;K3*lQSLu4WJDZYpnOiaFiM8)hnPnf*paH`DrnZh|tOo+4$0R9-7M-aD?F zZ57=@(M|OmIo;Iqdfv+Dxl}=O2L}z^1`6ItYq=Dq%4;L3j9zdDp_+aRG%rw$>bQ0> z?JBE<(4z-hFre%*+(BifqUZFyZn_R*S1p&lKD9E&5{$8#&}ZIw{7Hedf-5&=QqU$R z(0tx%{swqBo{N9b9XyUwwq?2e3lsqc7bz6kfd0B}x|p@J7JLOyIQbbpozsXg=e50E zvp4E)k7YXUnxcuam7bjDI51f0K_i#3brVNt$S^Y`YEN+ql~b^-f^NH`DJ`AGR@!<$ z7^S3j$Fhw9!_;!3G5+-F!}MFS24LJ~F~(-Y^HQ0ajIqC9jGe+5TMC#77o4NphL$s~ z$M!4znvv5p-OA5a$hc;K9LAVs z>K(3;hkS+`C_Ar>DyHQseY#T6?S9M7>lww?(?#1chV|U&MJr{t;*~nTd$!Ep%^152 z+Q}H&P`2?k0Kap1AA)@adrM7OZ8(LTHmblKJ+36G*w)>mZR#0CGij44MN`;o=0@2a zip(6ayG&BKy^w@4cCuY&?`MpCoiTRyD{Jo;OlEr-W1o;1>xB9o2e_EPsOgyjy>n1E z1_oW_;)@kW&-DwiLs@duTV(d9jIjq|G%uC;9Xs8b)6Ip8Aa}-b2@v@%pGmf%0{%vV zu{Q zX*ek~<6XFju`it}vmwUVJ$!u$_}&;}moditMX%tQr1TqRMs#+zYbk@8naSya*Uq_0 z(b1K&U3>Iw#j=&N=>qp`C9k`KR>ooM@I^At{c{(|?EFBTegU|iqdb{%AhvtxLSHhvHHboVvId?v5dIpKQ5Npe8$*o-ypO6E9?I=5{<7Y zC$G8bK`f22vo4WwZHu)3$@h|`IQq^aq39pZmf657cm0>DJGzxOE9Z1E#(sE-jA?&y ziHx{b{EG#i6~<1$@5}t3a%pg@zJTNM0zerFd%0BJKHnT?<&1 zO55^UiEvDMuxJh`K!qv!qJ!tKX_+0@>$b%XUna8!fjp;6w2lP4fY(9u>%V^oE1jop zke06n$4;}W-$HcU5Kq^|@gn@YN+rB2(!e=;W&r*MoHYUX+x*-R@Z)9h5BZ!4_&<1C z1pNK7^xrE>|L2^p_|@xWTx;;(BIpOwbc*39h-z8;X);^L@ide#;79oy7Vu-dKLY+c zUZ#K_W( zc1ZwUBGH*C;Kls=!b`i~b;C6m{>in@I~VnHQv6!ytqZTwI<8kcu1=lxPX4sGV`b{B zcb>E8TIZZ=7t*>DH0N7!3;@&P>EqS0lGE0~Iu;IV_6<4Ry#a@7QN5}z7G*7~QdSyR zhI%Dj^X_XGzSHmbB~{ANM+%nhLP3{yXY_upm;+$Zr3)|Z7DI9a)p3qVV2AHt0p~f66>y>K`*j?LgCx@FN^7}XK3zxwlmdWW=M2a7UIS2oTMfrCEYp8V z5v62nMR!m)T_h~wIr!ePIp4EN*KB%~a;+iVM1|t*u4QWjIzHoVgf^f%Iu^dY1QH+n zbvHdY=(>eeI%nvnd)20m>s+_64X6so9T~Lwdo7dc9o9{Eqv5!~zv}>CM*vFOy5{P= z#2jU;e2QB|>@4c`=ypAal4y93FSy*YGiMFttbqaD7B7%EBxxpnxP1GT&7G)D1G425 z89(7m;%<%pQT!m7P2JvVTY1CLH4x&8VY^cA+isUoX+rZRdzq7Kc~`LAUo^UwdnnC1(X3Hd$ZlQmj0%2PJxf7+0*;`^|b3489l`xi+xVoHu`k$ z!7iHKbKud|;cf!g3p}~HUC0#&43qwf{v+Wypqs*)gYu3{DH?5_1bgiXw zSMqeL*HXFL)>3=4wM738@_fa$RPKA$Qae7pmfHL0{QKQJ{e8T=2YES<^7Q}A>-z!! z{w#-2@ZUf1cFkBP<2iWxI%>E0Rn}2D@q5lX8RbJu*HODJ9G-@oVI53Hm9ew){Gn3wk> z{{BDKQNLeUM?A~#dHpliQ~tK~RQ~B47Qf1RnZ;o~*Hd{Q%!B_jDZuCMD45d2e*zxX zaz!2gqy|x%DRzUF%Yn|iK(JN;>GXnTYk3EeXrGlCwFyh7;CWEjzz+j#^rBbhAgk026Yevuj9$>diw)gu(hJ)vpk&cQW3YBM z(3m~HfyR(+Bsj5=V0k0W>8m+>=0=)3@w;#%&6W6FT=u(yrxU-IZltjnzrDPC@q0P1 ze>1P|YMxL0YCNC#9pLqdUyG*`zr(z|>v?%MZ=^ZDWh1Sf+j%)3-$-j@A1`M=hyRg( zALHr2%iDQ)BdxLSt}gbu(@5qy%4vN8U(fkN&?7cMh?TbNLeU{vLARnTbl^g~TRB(Z z9P^-Iy4}j6b(>|Rt5ch4y$^0CJg{ps(L%B6Jo!=aCKixA0k2-3KE~6Fc78zcICxAe zTnMeSw^K`XN5RWkg&Wc-Ag4O9nQ#)@BBP9_a1pgF73lv%oFC5@bFNXy=}Kt@PPf9? zx-Bx&d~oGrxTC3lb5PHLiB-Qzn=XY^DISoHo=M^M3)JyR-gY4|S4d*6bSh49U_f_V zM=2C-$g8y9zlCIdU)drfA0gT-%KAR%KS&l+v{6hF;JoRELh)tsui&~Dx6ryuY^5{p zHCt(&4A@q&kYenjt+akb9V;Y~!wGnR)4bQrR+M+oRun~P$18^sH$|i6w0A4lwEN_0 z`?*THPo)CnN!a!Fcb-c{c=rc*Q-LKA%7FBQm*9yLP+qo@3y$_~rF~Pnu*0%)>j+)6 z^JIb53W@URg81SKl-j$M#hok9pRFi=a&CCnR%y;4G-jKwVe@)326pR8+i*jBl+l4? zL0n72P$;_Fk>aY|A?VF&y&s3nGMySd!ttFc-gN0yIs&{i~gl>wDxAH?s$K8_bqK2B??V)DzDy&-F<*lF043{xf&^n)q!nOvuqtMkHT2L4Q z+RAe_6$uGUc&^gEv~zJ-M*=Br-6`g9#*i(o-HXc|%iLB-hxY&rZG2h!Y;0KTu|?-9 z?ZbQ;!UldjmPQv56Cd>`s|!xBoK;k1G$b!niLD^^6A1QaFVDd~xm!bZL5;0DHQ zxbU=0ruJZ?c#zjnwf!JXoXkGxp_95}$7liDr4{Io9Te07Rfcti*k8!S`C+7$tjuVg z{&0S|fgVLcN-8oC9ndk`%5|tfcy(;SdsAp%)z6#gDm=8ay1Nd08FsAO&L)2mOuTzh z&WW|XJD?j|w``~1EAVG^@5bI8y;1oG7YTMQM5x^#TzKJ|Jghg1BlPC7%hqpRzay;O z1G>8%2;5#iLOl^f=d zSv?)jKn&_8k>jwU;phe}k6Z{QRpHVld~@Qx%w*0s?=B~->6XdaLuj^TS_SHfWu|i$ zjfA6{AxE57Ne|w<)aZ+;ySprVXfl|y{8lZjQx$1(7W3AyUcHElUSYCThMB?YtM>`7 zX=)N5E2B`c!K*-ieCuYW2Z-CS?x8EYbvrg~#5D&3y3L%iaNN;c2sT=6k#c>7{ie&D~y7Lem?J7wOTcoe7bqlR!a{_NyAyDS#%CUO`w-0_{gBQ^<)> zbO%vfRp(SF0{PeY*a!6`5apEgDV+1MiT-q)U6!4R*rmpM69wUji+$X#rNZZ`Ec4Ey zVe3Rj(`O;m0RE}=_P~34eBGc zg|aJ_PoUAIg1BlT7)$`t3e65#IH+vW>_%fH-IemgP*xe4YG0;arwieWpASa$9z+qF zmM~NSEt1f#)XP(y7TWGXpCq)pRE<0Fv~q@Y7| zCRnD0p9)?YoP!`l<%INRD<;@P+DWzUmv|wQAx*j5S!vhJ;W{iZrCrSdU?`s z41~8oT_W^uWM`0Om$=PA-L5*$#uu=h=bbFxLZ5+}^oyJ?Z zo`(}@((I=PHCuIwakv7U0rhBH#00LcLYG6;oM8$HhB?rq6%4mgd10ij=GsO+6paPH z*J$Mq+sNmewk*K4T}HoR+xnhJ=ODjZK(S5jhF@XlLZ!u%y;h*BZ-r<(P+7CU#@Tio z6Kz0Qz94X-4HgGP1TCsibe7L+Ch^Q=Cr8!0XSn=q1yW)qSpEH+ zv_rQ!A-7GsmT9!rQ5G`lrA2OaF2gg^z0NKH)n*bhhTF{M*Hx!0X+KxM3X!@)am{S+ z+MLx_2UCDDs&^q-v!zf_QyXgQg^4s2g(m4-F%xopK$%Tl40_+1dLq!GoeRo8!|q?O ztVY|rB;rL9TAhbAn9dAOFDtysR9rLLyu->^wCT=O5U7XtTq|RFJYdlYQ)10n&20H* z%hmfVYp5Q^GkH26Yv{RL$}Hyl!WdUkdNX^V4)FV|9hx&#hwsi8=;jNuq>M054^lMR z>L^slCeV|wH|V-hD)#YpZA~~)U^B;h<8~niOJxij@7YG9ka(Wcmk_D3;kc_snavz| zH1y<}Rrt(RJ41IXWq~CV<-mmIU*YJJ(0PkOS_PHhQ5xo}$Vbo$ZB(OPRM?yaM#i~= zRvivaNNl{$7!G)A0XtMJm(z18Z<0g%(t{O+YQ0W+xpC{$;HnG0s=xTk3J678#DCN` zWOCB7#KVs@I7XtMxQzo~gBJr=Fo@}G9tL;NZA!x)A)}b0nt1dY|VRM%q z)V0miSqG@M-o2CI^ok2J^63`d6DqyQ>r6+rXwG~n?RL@J5w79up#(%|;XRm)&h^rW z$ZQ*T9T>c<(UEs`qTbmI=-%a1y%`a8HRr&AI{bU-kk*G>lvi!|dYG$vH{MaUM4kD7 z7i4!7;cP*3n%d3QN8Hs=)FiEtmPS43(TQ*U)}yl^Ete|M$F68S4mc<|PFEL7t;alL zvGUj9CS#?RV&N83rn?GKO+(j&!CT#_f$pVjUE`Pf2nr`*A%`CoKNS-d1>qKgf~#7) zqmFIf)=3-ZMN+AtLh#lYZqz$C96AFcN7&}zogi}`tKlw0x%hSm4Rfg8h>J9!l~&Av zM_1H@3L`XlmT6coL~(8hrH5h8hl7KZP(^kjeu%P|EOQ51fWqqD6jZYgBE*JnHL!I(-1EgW^aLH(2|ICM z?6%k4+BUZ+AJE-xbxd!lFrKQxUaW{Hg%30y$Z&|d27Yks_h*-oCX!}+oz9@_v8kPb znJ?J7;}mUd)}S#kc%|m*_9o39s$;niT9Dg=E(>b(VpT~UlR7x+Twkk2esu#Xp-V$) z4%G5pPjVl8-ma%@qR4HXgkV?LM(wU`nVeo~6uMm9x<0j`_Z_6uZ*0&<`BTS`9x9z1 z@=|Wl!>mW}yBcWZ6zkQl(la)<{qN(Cbyy?rCjrg#Ht3@?Jq}KcDqe=%c~T_}_9)7X zyj{0leS{ldy8&+o)y2}N4S{_SzHMtao{DZ_+qr^2YKPM*@3(b_w8iWCH6ZKgf??~9 z>IQPR*Ruw|;=>j7CcDhCyRb!tD!kJk9^we4bx=&BCDLVMWT%XTQl8M2`g8vxQ0Qk{o386z)kwsNQDuRC*A^|7K%$Nn3}~dUFj(5ZR=3GgGh(Zi5#zi1EKP zqEm;9h!@~AY4kJtumPcZU^OEqL@=sVPl%H0Fy6yt^ajthNaDW=1ITT<7H(-k5k7r|9) z2v>gv7ST`(mqcsfCOwaaRz*h_Tz4a*3B~YT*-&d2M{8}5a6P5)4I^HJ4Dwdnf(SN< zxgl&$F&}RKfCc)QnltR%CSddszB;g+rmYa)-XxNqZ58vB)kbDh&;yxxc|{=;YQ=#V z&abo?3u={xe3KAm6&-zj$xYq_*8h5QsPVQ&nTYi!cUU(RZTyR7zQj9RwH7yO;uC3b zv(53bDIh=<{CZdnmh4yux+($S8K?v1m$eJjVq#^ zU>mhjtLQdPe+Bb5a(qRaWkBiq0@(f-!<^x22)mb+(NKF=L^a)B1%Y`ryN(%|f0Fiu zQwb$yHusPM!=JRfDJX!L*xe7$eIo&1Z!{;I5Dt_3#3^R<4#zT0-3`333S`C4!9mR!Du((Y5d}gl&3ae7Fe5qN z`Aq|TjHJP&(etW1YLBL-?C6YCV->%uA7ro)e|4~k}jOFt7cGhuT z;CneJb)8qm2Ne{#(Q0nH$$3JL*C<>B91OkBH`CCUMv z*G6^_ayi#aaHU~pLaoxHvl)Kf{e1Xg7Nk;56)G36Ub24 z-?LgUgrK^ByOP$@gQOV)533E7thjD2y5AV|sS$#+pxjAxVnrmyKb>2yX!g)1ew~uGa+Zzu zHF_QYpJCP#JK%GZn~#1BNzH!A3X`NE=0GvrAz&a^Me6E44V&GKA$_!u+-^dne26SF z2QAx8he{qj4VrYg&c+76A2nTVq^=>3P=N^e%Ef5aA$wlbISC(d zQI=Ql<}JOOQGKRY?dj=7YtY`Uz1ud0)4hb=blWzqD6s;1gUy^k7a}oCy**ntZ{F6s z=8EmTtFie6Zzosjy*t)#>Rr9%iXC-3RNLm6Tz@vT6F_)_t11XrCl(hR@hLp5Q*~Vo z3LBTYjs<~KoZPyKXyJk;Ln#qA&+Amcfha0SOj*Zx9M#EoE)t85dsl4Y9kv#3+v+6` zH;UZu6}HB*^IDj{!LVJwVj_I`NF8(a5g`7;_69eq=p8ZKNnol-!f=y97G$=eKXtA# zS~SyIabVEx9f6o#4Qi`^lMyX9*_9K?RGoN_nvUKl(CAVjc9UF$BDVxWGNcThZ5~*M zPb%lI!dWFKaXJpW?d#XBr^9ah`n5a454qag6m3PC+|mI+1O3Guk*!5HW9@2eW%F{j zi!z$DIkA8qP8L*AkPKI&6h3srQBAK%vMKD^BD5>Zqg`g%YivU|Gr3U_X(XqOZYn!} zCZ+>ruhG(mIe=Z56n2kfMyH#uJ-XUK1i2l7Isv*swq1!qtB8%EEbPQK9XzT{3Q^Xz zF9ore=PR9`|4z8ycb*3Mo}3=ZwMS2&qHuXQ*Q1}*^-Ga_Nx^Tpxp>s(?XvB&+tYsTpFE(PGnOG9le%X@`(`m)E(sq>IYt`zO6Tz)r zPq3Crt*%IPDKc9r-z^fosE@j$FE`@nwqgxU?~jNX0G?AFSF58GXXWY}U2n5;bu_~3 z?3NW#mBPtwC?qJFu7527alXUPMV=ypS;`K-o@UJeIDg6O+jYke`-zY1!voA@gd?|5 zeus+MhRG%~DUm4eLBk<6HxCW1<8Q)*Xhn){TU(^B7>GPN3<0!EI_k95-WF#NcKO?(roP?!~`m(kjxwjA5ZW0d!T} zl(5H6&|6&xu!$W!bV(>ZQf9(d&8^2I8Xo2FHZ9la=OSaL%P0y#FcpEsoo>rKPm z94K=-T8-YWa1Ve{W1Xnk^*rZo^kZ*Nt{;(zK+6)lw+`9~MKw@L!}~LmV@9rT*hRYC z5!jxfz<`uBLqn?b@*D0%L_dt=fyd!q7=^B0ME~%bJ>Znb-T5QMho=}@U5@T<)Q9y@ ziYZr;pjvx3QfZBjePl65PRHoi{86uGVG%f=!eiQdMK`qvo6-gEZW=sz*1cX6yk_0& zHBoX?cd(J?x8tDvcEPeJ_ku*fP!}?WR>!Cva6i-`=$_`xLcz8M!0QbscJR5bw~b&X z*9uyt)F5{-b;GME(lwzrV3?i+792j;Sxl6I$HML@O<%PaUIk6<2N66%=hE~0vmT-! zHg*Q{vNr1jmTQFY%#&P5u1{8B0#i@d^9IdR@tcbP6ds2e=n7HUMs2iN8=R{HaPLc& zZRx7eHzMl(a7Im(81``!0)0UjaTAeM*Nk=R0q{XiYcATgm$L~%C2|e z8?uffu{{M0=#DGfuH&zkd+9~LyzpC0r*%EN3)@BU&6td8l+r3K+^M;lwte?4;e=98 z&e$3#b;4a(5lPbxqe9!hWGg%p9Rw(FB9YwG`npoBNlpQZQ}C3?Sm`=$z`67G@byyc zOHb}Nh^A3obS;lbgO#B5^+e#=D)_pp*uUsnqOc}4zsuH#4Skn5o%4pDnDs0*`Krw`<}2;FD) zkA`7hUO4Ar8|+6kU1x7(=^l1_>G)2>*2g9jCGIn>Ziho{uv4InCA0G%lgS`HS&q<;un!$Y4Q}Tldk9Kz_Y~0}jvnHm!~T zKGe0Dx76|8rt!8fj}+AirgW81>+gey5(nv3iD@C(>(7M-Dfc>p zls2%W4S^c`!gd+1sXLC69@Gp|>DP>$o>3e<*WW=tTo4E1ant54 zTi>>A`;IH#e&to~xLWH=XY~GoK_feq%bQkVr|r1K;awx6*DqeO^t@%~U$A_|%C~kg z#x}i1W^ZMT>5Q?tjIqwF!z4!k#(yQVcpyzTV{B;v?qrO;o-xM7D-d*%Yf`ojij&?D7*bJCnDml`)oJjLqb5g8v77 zIsO`%?RupzKW$-bUKxC50Dh9gQbK0$XN+CW7<*#?Udz-gIwD>HvBvsW|5XcZ`Vt)L7*d~YnmOU2k(zn0k>7-OZ2J-ERA#2bGt zW54hoS;31pZ0E?YWj2Q~2JT$M>)U=Uvo^+HgS%MWVGV;QJ(6 z69WF6#MoPy{}1-a;yUn>GI%L}ZsTkAJU*Afcjq(4E?|sp)UF>@3={Nn)4DRKIZ6R| zT8y=)^yxapTsIuc)H94-_Zyj=!x&p}p3JU;wcNsR?nJ%t@4dU}_XG618~?}H?ho$v z(&5uh{QWGR?gKpkUj93azQel4-w$&5gYd3CC1%N3hi^}HiV!#K=YO+>Q3^?)tIngS$ zb+9=!Fu~Qghc+*R^%?oGG_UCB*3o<@00_g~> z`yH0G$`~lYbC_GZS|Ctr{~oGJQr zDPt@R4!|?YbrhYjySr%avbDm(Mb{~o3EjD_*S4=yhP7N#XWdI=wi9qxD`ShQ;3+8c z-Lqw;F~-*NvF0A~pvR`A4A@q&plGgQm>GRUIs0sO-fw00D#qBF-%{Vp_oJArV>20p zJ$y?-X4k)hL$@)8`GWnqW`g~hF;iyND|q_!7@cJT4d#ImP=H@y?C@`8b{edeH^?mi zO8@?o<7fjIJyY{g5wPU8o>7XXt!wE)u(?y<_P<+kiv9h@2rsmdD>{m;!-=W$SFn~0 z-BH{@-PVqmaREPdPrHl zMpc|atC-6uCe)2+m9b|fnGG|Ba|(SNl<9ncGou6c&Fct$D}N_o*dOx)=`$Q>3HVcd zoi3O`>qDGJV!SVi5#H-f(t7%JjOH)%W|_VFm9_H?i6K4{-=E{()j_L=cd5JEwMSF^ z2AoB-u_##oWp1LF^42IDl!7_My?gBxJ3 z8DsBZjNQlxDc%HloR@jV?`8H(E3L^zFpE8#FzBkZ%+$_<2z3=rhuBq3>7&{{XzcEI%gGhf3 z$2ng(hj77_61Dq3PnU5mer5*YLIK}1gW9b*j&7HbQD*`R(P@Kbqtj_PDWm`w0xtjX z=`ybAYkAuQoRf%F6mXu`EzYd2=!lS$j`@P+I0n3?qtY;yyzXj>ZVnhG5}&h9%Is~> zpSe`$FF5|lL&)|5WGpyF&N3BL;4p|VbuGow^11?suR3El%%ZjY|HX+H;5Z#VIsz9W znkCLmaf*G8jt8ff%kgxgj9qNO&a7abo^WqF?;re-Vy18(Xa`DAV z!N_!4rk=`MwvKZn$~vE~Zvn61>lxU_oRJ1S#=wyH>9)jaJqh^jamE$|;49o(k-L2c{E1*zutTV#@s9GdogOWfd4f{drrUuvC_6)%W<1)L3!pV;Q5@9 zHe7`aYoX6bRXEDRyfy--!IBFW`T4)nN@u%(GiC6zt+aOpylhr!d(NK4m>Pg*%_5v6 z;BU^Pvr52^&n%sz|7tBA>$$T^>-*VE!mUBLD**p|W@&za-x`1~nMHhw*Pd2d?*dk4 z)7*ak6dBJD$PeSW=2bGDT_!*K1^gjKxLm-0!QrECmhpW0%NVs^!1u*yeMdzDB42Nu zaJ_)n$7tLH%wlwA3;2{W_;q|u3OFW_{6fI8MDr-%`4WwzfKPI|M!9CE%}cTr1#zD1(1kR^L&HvE>2yXZ)NN z@SFJF6Lc2P6K4kCTev(&z#ryv6#)a?GA{ssp36-HydTCb0Dq|r{wkw65by!cGYj}T zth9aKD}(=?%bWy!r$lQ;z`#7hoQ=MQ@YFns>KE{vB|1k0+{({70YA^_S^>Yv2oDPQ zuUTn%Ut*=@-N8!Bdv95JxA5`=9=)=K&Q<{rwov;8{6Gt>NdbSZh1RTq_qWh|3Hai& z{Fk(p*2h|C?+UoJg|YSkd|nI9r+|TucvAqruMEC_2CW|fe|`qh{Q`cl?E9By(D(`X z@5~lxcq5=$J!J4{=Njs`EH*rXzlGW(;74cBJ`nJ? zc=-bU?hMA(1mL@75WghG>Af>)AByjf^LZ7p*~;nIoaHJQQdJP88B2G}vt0%JVfE*% zU4EX6TM54kSm$NnzynjQoZWAjhBKJr1pL`bzhOJ>v6fTueCU5Q@sbuluLV5JX$b-U zS&aHF;NQnd4kqB2bDcwJfg^_({o@MD~}67c^|-n)QDRbBtzpPe}ah!Z>M z&^B%3%tRvuohTw&q@W<6pol1Vt5^smKqO3J5)c#>6|Y4_MaBCKGiXpzQBhG*QBl$2 z9To4|605D(YFpd<_nN&s6qfz7&^5mZ z$zO%!zlP42moOQSi;CQP;>(dD_dN*8!Q-PLITn&jLUJN>{a&H#_X-{V(~z7D$=ekb zKHm-@`9$qUrdDUgB9UMCC_SyIVOF|Y=89tS87r0;84#CkRZ`Gyqz@?x$iMRn+u`{t zf6qK3f6bj|XQ!%Z@TmIg=9Z&(mj7j-l5NP=R`xxjm$T38sbfH2-n+Z&*Ru`TD(4f( zHq_KMckUn9-SrK=JW=Ium!+|(c3R!sN#YY3oYrwteqPggZZEy}fBGE#!VeKB$04ET zI5;Hl*WL9MzI<9Y_wM=fK3<``uLqR@`6#um`SQ`)&-!v*=z5JIxiuuOiaH;FFW(t; zV_09lG3xASzPv2z+N&>L5t8TY_urQnMBR9=^Le9gyy?rQMxD*K^LnB3T^N!h-Q0K5 zmuo}&KaUi)iw%*&{ZEJFn?vWH6Ovm(@~t6xZb&{aB-eCzeRXVGXLtOy+D&|U`xHF~ zIGf$~KUI9x_^L(`bQrbwUTu9=6;-u2wT0MQsw&!AElO)vRqaje1hG@2tq5YpEI|;l z63O5HdCqgsIq#kCbKm>kd(OT0oQfC$=Y9S#e67*q(QBTpF zUhC8JqgmMf|9N1t*DsqXTJ*SB;_k!3!ct1Po;vtb6!JWrwS6}Jmh^{kAe@fdNNXon zxo*pey`i+;y6dE@S9KBoBD5}kLEE87@|P{FAAyY1Kcr=n(_5V@D{Uh4miuZC^KM{EN&1gi5<@-X`SKU=wk z{WfBU{^pnHr9^dutf)Bz6de2Ckm%|SD1kV<4v^Yfb1Oxw6DG4rT4L_DQTQ^M{}nM# zr=X9+)XTv(2>J-)bgR`*;4AnU|qC158<_0;e`;B=5P6r@9dBe#y4#+PhxeS>i zkhPA$wlLSZN(J8aw}F;o#>NX>Te;X#LsuT{XSSPr5?vkP#26CAe_Cyda0KX0QO^b2 z4%N%+WZh<7QS$MNUcy1)3zEt#8v0<1p?bHr4{{Z$j%D~i@%yxmbMN4u5)nnS*P*jp z0lC5N;*3`T)1H!)CHO4_hO<6u%tDYSNYnrj=G;YS{5=26k-B2CWF zM17ej!`y4cCi1Q^yai7-ISa%GI-$QOe>SUCs zU7}`^UmmKEAKX!Sv%U;jFF!6MZVaa|;jOuX+`qci%Lr`t&NaVc$$|_Rg{)Ea3(jaPo9;PWGL>&v6+(cR@pVXhi`2QTs zM780B^nJpirrMI0!%B*%7bd@cj(!OZ(Vh@?EUewu{MHDq)OK8aksl68CX2g%33W_S z4eVSvQ>e24y}DlSS0t31-6Cy*vammbb!yhv&B>r&1x)PkArZPq4FS?ckH)$RFAR0e zF`$py$c?V9z2qI$ncR$Le04Hx*6>FrNi!udwi_UKBHV}B{27&B{zvF$@-N9 zSYXEukhgRj)aV+lv&kygiU2ypY%x$lgGSro|E-?x1b3tmTb{^kPJj2yD0EaQ@6-l| zy}MZh%n{#*lLWpTXU|EU-#qzNoVz|eO;OtNF2-nVt_y21ZKUWP3Ew@h5(qGzE&*>l zXLB4&P=c&aK_|@4FcBf}5@POkTvQkv8X9-rComDdhs-zuUFttux_d|G);#s8H}yuz zR-~8^yy`FprrDW~OOB1A1|)5$J@lYz{c;lAUK+IKlnc<@!~CGrX9-o9(rVH9Mj}v{ zXtiibZOZGzAAirdtp;Y=a39{_QE|ShGwa6RmOFCR_po1edBp6gH4Po*1zB(Cd~E$f zhdZWd`+XXztjF_9s`>h&T)+Z#`hV#C;)BkM9_sp}PQBL71XB5XMxm7BL*>G@t<6L~ zKF_xAI6huaE0fAX^W56QNuEjqCGhlPn9`B?B&kq>6uz`p7hswTBcp4XHtHWA<=S&z zuze4B{=<*TZQl{}Nd_#Cse>6yTdekb$(SFiYgNkr8};WqX>3d8>DC_xRX9Wvj4kep zmrxn{(`X(7%ldcT2nt=w0DkTU8d3Ohv9Q_&RcUXG3By>|qE($)aMA~3Csur~DQO29!FO8O< z+k#yNll>P<&E>`~^luv=Hx=bzzbNzr4f)Z% z(HdTLog+eD;9N?Ax^a`P z>GV3-K*n^cL1c7h|C|S^lW0C&-Zrq*gBAL9ueG#DH}2uHp=XgFoAI$#jnQ+EP)F#P zXf4U$iNEvG4OA4|psOqXBqpPH(dNEP8knrLSP0+D`i?8lcmbz^Z%&FO9JT%q@bvQX zTPFY4ZAnS#XgGGd_lhzA$kEH26 zQK;{y>?-B6mr#k(Q%0Qu{69{m&VTc|AnO$R6CZEiOug2A44b+%PMIEx_Y^WEwZ{ql z6Z3F|uQTRvXUy$c>w*ZAx%v6L3p+F@N#c;oe7ZhZSXkSMp4spDC!P@Rac1@Nlr6~8 zbH>AuOi?&1K$hZzb0 zGLzq|_dGsYx*O$fD8Q9@$~b!Ub9(zhQ(g$qmw9?)l)YGU;^Xj+Z~l!f&Qjgs{XnMS ze1`Sq6#vDVx#sWsUY3)@66PuqB{cL5o>j0`XAvrgE9uFqY9>5382K@G)rN~lQCZXc zi;^lIvHvYj8!dO3?OmdX=T0ic7B(vH9AlF+yZN_FFXKSTnPdeWn66R0G$oS)gD3JO z#+JdgVsh7UuK7z7%B^wuOmcx6en~iL9|7xG400r@sXsJ(b)`&AK*o|EuC0b%c4|FP zv=ZRX9IpC2Lts;umTnG+4!3Ll@IOCaQrE*ITU44lPZmvJ2ry-{dB1>S{;T{=z>z6Y zY&7Gt`l9`a?eE$}>s|4Tsb$)W>~;8;`zQR$P62ZA_E}W^X8ef%_~$r6B4<5pk4@S)X_`E)n`+`vs4-pLU9Cy{!Mb7~ZkpRaqZnP2PhQ)M*|Zz%=j+9hWRUo3oG_ zZ#|e71^;HgL&|-psnz}D6E#^-J~lkW7$Mo0_v(9D$vfR^_^HUX_UmQhg1#%Ve>O5Q z52qq8Ddz(TKX$~z=Dwgz()JOmMlhK*+R2-{_;gv&%av$2BQe>aa=~o**SjALI$G+} z#grNEg-A+Wnn~-jg89EGNTIlL)X>ILD;TGw4&7+^i=y?5|8YAnX*SmdJ;!2ne0Eaj zD-|wH?N3La{<^tB=8pkXrc0?hboOU`c z;vSR#7rDSE7LF!=v5P}_J}4zRudTA22^25Ut?7HHwnE}d!~E&rsMXG$*QunvFF}*L zXcMC$t&k_+YI)&vwbLaYYlBk%MFwyV#cKWgglYm$;N+}z$m0srqdGiybF zucV||N&+om{Zg~Bsm#u)Gq16W`Np;z)HyfvwpdGG`s}Zxy?PKSNS;!aZyPh4kc97D zAV(gL%x?xcCOU$bHED+#hRC9~KMQ^^Q!G4L*%Tv)piqj6sA=VmtlD$O_c4g1>zYn> zl)pDcc~k;F63mn*&>PP9?3Iu-uE)mO%MS_P=jJrogw8a}$6|%;H74YSx}e1(g#0L} z)-^x-AJeUhr$(mmzrMXTS8)x0{e=wL})e(HICC4|BIGM6^lH^ z2*8}oT?8I%CE?v+TiSZj-2|f5^O@zIHA>|7AIcK>8XK{Mnm0Eu7YXN>@@bFi{7uXA zt}nB2p}=K-mbAcQcZ)e2YXzY-n}@pc=l{;!jq{joZh+%*xlbbq$z^s$eiymxaor?V zKCR7O*IST`syD*GsI=* z=X}m44{BWDB_)fxxBTGdtRq@Ylq#@AI*la{;-8{tUz*1Y*l5(6dOi&s&wBY>t~z>O z$V=&i@#grJ?`bf^GuQA*o`?1~r${u*pC9jT2uLr~3JK!Ew*msvl^lQeHuDj$1)HLO z@kN9XD)269@Ar%=Y>6y$+p&%L`Oaa2D?4%FTV0j8wZMt4OQwG=+)`c$u27Hv;u}w` zPA=Qf2^I|5>s!nc^x5liH@^*G_giZ;A1#qC=5rwagm-a?8s8K6QAFu4i;nr~7aBwJ z^XM-9TT^XkRkV(=F!*+hI{~qIFj&KP_4 zg+S}h+JUD_2>O{+a^y6Pf)Z{zSn%cf^5y#yM$Hn3rMAhe8OJ8S3Q5xYWUj8bHR0g6 zmg_J<&8|AV`F6hslI3KjR!dMebcT_IMSkjeRwlUCm z_fpCnCvO9ugzm$C#@~`rnb4Ow;v5QsT~x+?qJdkQRTYh)N>1ScR;Ax>_~xnjK))+X zwVx>UX+PQHLDSDqhSArtji}t_7FU`J64vvrfGwR@^=E zsXRQu*dpvvl%4LyWEd*V8O<;=k*8iN_QC+^A!)7QXSG-36IJbP4gOmdYg#BosopM7 zXiqtg(CG?;`JD3}#2q)^+gD3G?J&C7oj6$&mn?|67fBwEBH?%aO@QOtl%J*0%7f3! zJmt!Y0GqxG?@DQYSYqDoqo*z@)-T2ox zn+K~z<`7k0C@w{HYct0~`ceYc{#=xK_H%3<)qTu}u)(HunkYk+6M_q7E;Ej@!`mDU zDNzsO%`c^3WPd}-bD%eje1qTMB3NfbF?>_|*~Hpk+ljH;HRbkj3$NvU>i`A14&kbD z-#7Z&J#R!-58Ur$yyX~L8B~G(YYp4gKfpw?cd*_LO3$y)0qh)r=-L+MI#zBpo53`Lz zf*Qfyn`aeM1w6^#@fmRg>1R#YAGs#lCwi;cnB&CSi#~)#ua-vdJpal*|JO~gy24uY z=L-_Hx|9?;# zd=YDVRO!$CAzxAdSFVaU_hN4GA5|CUc-YAKK-@W9n(gt1!LhR9t`=a?DR_}G8cT^-a7BRhR>(7Lo8zEeo#7X#b} z{$9J>TAbn7G@rLxR&f@vn)ZkxtPKmH|MNN$`Lal|J?*3)KmU+8Q5n`+GjDFc<{a{N zXz)VbcbTvOe=~MmIkZDM;?BE)$fbHX2<{@Oib)+`-nW<$JnAcCy-+?S1(sfK)jFQyRPLcUD=jZvJ5YgEzE##HXv+58WP%ThtY{X&*09Xw6iIZHuqhH$mX zR;|x=RI8L?x};b|7mA`LF8ZDcM@c@4`t-Lz@c~0vW9!gWZ%X7159B(tY#-G=TTK03 z@cdDf&BJ{GsRel2QGf;^SkG~xSth0UoBSO-hg574cC3rIarup7ouBVk+1CkDn1p0t zaR9Fl&j%zW<+B{Md#{TV7C{P?sA)rVa?aoe0+R5CVQr7Kx&@^)scX-)Vyj4rcp@*s zdBcz#Zs@5Sm!>Y~g+_g6U|9E+i#$8kb_#L&@7hMx1G_U*EiNg4(OiQ?n{H%NZpQVQ z22@>vWBi37kA(@q^7%6_(Z6w9p=cYYah_Wf;NzW)MT$sa`PtFELYcE8I`y)n4J6q{ zK29Z$G@A&8M~;N1O^T8_z%R5dhhrb*FW6!B1yA-u)xBZ|+6(@TvM&g*_gZP}ZB6#3 z?jb*2#FLI5<#GSah5uShJkc3dIQ(x!|3TbL)?JOS$M$9n`-(XL5B<(eYppGX`cqorN%lS!GC)+)`gD03zY){KGF*#w9w&91iXr~|~Utm!X zIj7tyDrRky<#ah@YY&OHq3)OF*29S3JJ=kFBjaoi;6-7!;)rm}SWL*N(h@X${8P$= z4)&OiyD-G{k9{r$_@`LsVk@Tp5?ifc9XC%w%TUg`WOS&*#YGOMqex?X{AOJi_b4-uHqOn|GqQGLd05-OuAv0$6Xvf*Zt*&m&cY0;JMD$g1ed8{s5nsnWiVXqSAm( zqk_1`R}^_rxK$KSMxl!@4{+7g--kM60^z*Sc6|vaICgsKcy1sHSc(0Eb$CVTez7}# zwQ+I@(+K=z{14xqp7X7<4m-FgMIHZb`Z)ATkLZQ(OpZU#cl_(R6{c@)1EnR$nu}*J zj&2d+)TGEClb6Ek@A_00tHiJROY6egx?wScg;+s&n*bhJs(A7%m+g1NLhc|cpK)YM ztQ_d=VxKs#6C2fZ^g8zZLC=+kzK|fpOuvVlFSkRZ>-qm^>?_?{Y{heK1VPrq!GcXC z0nDS5N$Xp>M>p=C4?Zi{-JzwDROfOZqhr;C;OvWEjA_13wuH zCad6s@b`_{f;r}g1mlpqu_O`)oM8hX86>Fmz%$G_rjZ~WZuzNdol_N*BNn_bGB)xW!nerps>;=_!8ot`9_Sab!4&M3C2_UQyt_a{tukY?WdcFy~i z?(@_dhfJ{Ov-aLFO5G(@1=A66{Li@0v2M^@pL*BTt+PPNGfAjmB>&qRxjTV&X>j)j5NOACk@HDskb6UC*?pid~Hdd$~c|ck2or!{0WCP@i@GrwY5f zN2QzZ&>7A-t1L-SJC(Fh71enNWX4}#Z4hEW$I$5Xk?6JmIeSJu5FFB>ck84A9c)3} zqJ%%O&&+z$DF*K%OgrQZE90#bi9H((t9A1labZaqou9)hCWT_ID$-mMD~=!KB75u4 zKTZfIdT_@4E~dqI&oXHS~-WGv8@@wIEwwkEPxdE=x0zXCTMlY zNA5EUl~*&MKZs@jgQr?I*vlcs;j8gykb`c?1Uy(ywlIj9LS!9t_Ol``)baiFt{Ug| zXmimxyU-wGC;<1Y`CB*Y=NzU)2I%Jq=g=e%&yq_xt+%h#59S>%i&K8!Wm%WHCs4OAuE z34Rh67QQ*{Z)_1~vUq%DcF+WsrZ8YSJ3ad%7wD5s=b!ign;sJZ{x!h7e4QV-Je{4* zy6s%ommlo~g&$bcukYOR@*-~7=9Q~Q{)}$DanW?cUH38aFT^cG?GZtcs9k!(qD=ej|~ zZvOsa*F%7&(BhVLTxVVDcY7?s0X3dx9Q(tYFuilJBjQCq%&?sqM;SF_aFMF=Yd4Ln z&lx)FVhW2CFkV{MnPRPConCqk0#TSRHSN4E(pXtl|2NWEu|Z(ptFfU*8LjH&*zl|!a5VJ!1EafcgL#2zYndHvg&t5(6(Fns9@yqwH1F-Ot} zYg>y5Sga&mV0MURAZW^uoOyo}N}I2K*kwy^TdlooafEk;bMB$rLD%W&6zSA@95a3H zP!cUEF21X~j3#I-n~BBU(Lci(O$=cLsRn5}=h)~xQlXMONuy0*-qtMQFF~L%Lt$U? z(+yunmG)S`1Iavx%+r($w5lomMgoCw|Aed>KJ_*6WoNT%Q}f~3mgGNi#yh&pnLP7X z7W1G)=D3U}p_eSql!}T2UNBRd+Qb8KK!~Jdu(G|g_Be+Vb^1f>`<;MQ2OCR%D1n3X zXA)_`*YiwSIv`k(*l}^>r+&gRaVRWG05@;uz#-#y<9+)`HlM5YWMXHBLpzN8cP2pc zFS0FpJ-v3(p*NQbZRPV~*eJffUJnglW^!I?3PX1)i!{Vlz_?+WPY9pRkB0M_`*L;u z9Ja{7>j?JF@wy?ZXGemeuwS;U7Lk_+b~<|Y9a{$*BUTeRd&ofFA|Yo=jRE!$e*)UL z65*oT8@pwwmB}%IiNTf+O}@q@X=Z`&^j8|7hAyw34=TfncaBPoGl z#TdCaJ^}qHgQ87D_f2nxw zdi)MPV-Yp?B%;W2QMIz9vZ>4`94Mj%-X|X~Ow1V<&8vw8!nZND<@0P8M=js_TPxq| z`dI)=@$Y2p2D+Ktq6FvT7Z?gEZHB#m0gVB1|&1K}DAOv-&r!)4UY(t$;aZEql?36l4QbZ}w zK>ymgp&|Q!2;f8QDE6$`ujyj0p(_G|)Ra?@?cks0s(b*jl=AuUdew+#s%KEgXi9NDC~`&b1uz+vkVwNh$N*Ors3!PZM%aZ27 zA(TLZDp+7_k?a_iPpv#RsyB@Xn}&3NWsA=vHe|skIwOAkKYjQoJhZF{+TWr$g=a*o z&iT6hCJfHG&I`JV@`mMpL;*IsMC2la#uv}r#}{Xf2}+a~AxfKQ)jtJk7~i^~>`mWn zfXnLbEC=U)mJbC^nOnxe5k}fFjW>*!q|dnw;iWDbyx>h2$A87s$BuTOpiXk;q<7yK4b)uGFZF1VX{wZe-tG-Vql-0jd<*AVLv6ADaTfAQhAr!X9Z!=r4!Ni3E&aw_iQ)CSz=v3dOpS*}%!bz9EZhu7q}m8-ZsH_pY8FlHTAY2#NPoRx0id zmvE5CFTc2RcBsWT-u(F>_^`5HCEKQ9TrIcFCX#Xc9=C+dVO2l1>roU~MSMB%(Z{vf zcg|}q_lAXUna*!tY|qkX-h+vtnpzfbMcQ($;hFsP&lak9=GT-;cnV@7TMkXdeUvs zn&ejdkM<1J%Cw0o3%oY{?u9uCS@NJ@`V+C>p!Lk$RezsJx6*%EEk4>4o@|aYaCFQ@ zVi}B zQDU%=2N_Qs`Zn_nS8@jUn+yd#7euPvJ^;h~h z0DK8U|0o&&td0E*Lhc2`HG%aOIz5^MCYUsax`nT`=@$q-I*QY|mEd*%;4xD`Mlb)( z+1o+guPnovqph#QQhOI~wu@e?zJK6w9rm_8O#V`S!3%j{G;pr-63BL5_k?o5aR1=h z^%?z@jkoq!M#vivXTkV!`E!`^K zQGruU#@YlvAdh|PLdQRn8NDWU`}y~$xDxcj_v4(dPh_ZS5R>eNja#MRQ+}Ftr`ge& zttHNBs&xano4FB=o3#1&53H^)rK&nXKuT}GcMF&stKotPI{GVYH@!1@bN(TVT@%z_ zS^FoJBPf;`>penPE}s-t|Jb^3%9@Q+t2O>bMMF*EJTNm}H`|7~2hI!rO*n_96?)^q z1q=)^ptoE8Q*NRki4AOo6%bqc!HOYU{91=5{+5>Ne8@?bk-+h-u6GQVS~kzZem;9!eGl05V;bNLUfF##MMw?sR|a=2)sYauJUd%_jfe4D8C&GZt;yOyh0ghy z5I+#LKhb$C+PkPZSG3h%jP18Tw%;7|Mm8{pO}Tx^wd!Q_RRb2_RK>>%CL{JF> zw>`gPBQd_RmTK(ZKZQ8k3j^oG>Z9$9uWfdROD5DXz`w>TSQ( zVr%Z=kFi_u7!d!U^b+?_~yzzT6&eu3chCrx37t(z9f=L zQ21dhxS;JNWpL-p!2!J3?lRtuNa{f0y{zEQSBxu>^a+J`u8pU95=pHnypATf^?_OS za$rro##Ir*K*gQZoR1GU^zQP~$?UW%E)Hz*gyDL|)E~2_*Z`7jIN~|N$a(CeL}AVR z2V|QWwUoy)*kAu)%bQr8rVj(+#r%p!J42eFH3!B*;24gv()8r}elzaH2>gfO8;?%J$IWl)9`R z@1J_WoYJptKKzLHX3|IVS(P1C!_sfE>P#d9?5m2kyZpD48qHN7Fs*$9fjC&-^`AX> z`nJEsTvc-C_1mYM9F~v1Gj)rBoUnzv-JX zE~b0{G<^uh#fcBFOfTBfM^;vCWHI$k%)+=l;w$(~Uk>f_0X8(Sm)%&+`ZR;^~4 z2uKW>Ux@%VRIp3{6AAMxWM!KLdhV9KBp}F~Ptqqb1+$W=+}^^H1MTwwf};2we$iV) z`z(Q=Fg}Mr^k`^b7!VZ4w=hMIoL?DI_68<8@JR+H=FhKeDtr4Sasoldd<*mRZLNJ{ z%I!TY``(Ef7#B;v1r&WmTb~xNp_64Fm`Ivmp(xw@p=WF9O9UQ#s4cF)b{Ver^SY*O)LYJYCP`B)x{`7|_6um4Ou6V0{JMP9bId30&U_9*-d;Oyl9pUP<_~)+ zrw6Ykwe{1~f=qb|9O?Pi4jceQ8HgJ}k#ejugV+t#ZuVr8phzXw`avvF)ju7<7Zj<$ z8aODd&ARjs(G?Ua!-^lqCaRL}vVv0)IjSwgScEEBj8$+DyQWH3V+FrMhz6Z0vK9|w z397L-lV#Qp(5kVV$@OaoZK`A~R%$8&zB=W4_)hI}UczvQOJ=~8zZUlQng5!+&V93Q z^f%{CZRXT{Mtji`FZTCY{~GsaWHy+vKgs;p?D0KD9n*fZ%qa;m+-R>^)&b#r&G`S| zPy1yu8-VO%nIE1!mS@~BG8A^b@r}08-@-RAql%~frbe@JjFv_tLaw<& zy9I9?v!-MiyM#-??BQnpuY}0rj4?v4lS0f-`|Go0A28}>%BnKPh`QDbF&p`g|h%8Y47-lmT&*gZu{gc*m0T}|0Hg zx&bcDU*vR_!w z{LV#uHI7tMC)m*GBAPp$yuvQuponW$Xfr#<`nJya zt6XB$IIo&I6&pwD($0l#HE!#Qv2%pGgk5%{h{jfEnJdOE?6L_(thPeu*VH**WgFkQ zV5!E9AMIM91Lvb7hi8T{R>OE(ez;#4IRSM@vKj`rs8bSAL0zaruIe=%TYj*27`YL3 zXmAzNs7`4{9hMu}CevuQsZ)OLoEcZI$<(C7o75>+PHC5~D5yFm`HHGdr}~7E(@;TI z418V7w9iWH@0ZuL7XKPQ3Sxp9^<_Mtpz(bEEc>+~Q#Z$d7E@Amix$uFUKeB3PGz1S zAUU$jTreC1djOaaosQ|Fdvra|53)F3{P-Hk6#lf&RBYt?S8+Oxa+h3=?-tLBUhh3` zh+`6e-k{4AUH;XKiT;PnBnR`8zIqE;RXW}04c1I2rjOtpyLqoEVzW|ow9gx2m`)7) z>YvMs)0J8@fSFhg`#y63KEEyzyPfko?zyZc-TmjX@^l72Rw_6Eg|CgoR8{HLEI{5& ztY&?w9MfehpE-U$eH6#!S#~G?H6;50@Kv48;<>C6osw9ENnZ=cQ*O-F9WfHHV+Iqf z<%1+5;sm6;gRl3~oE6=NkH>@&LY_*pBiL;)>_Wqr#jvcnI6$osO?w;8> zRIeV!T`>*O4xYrwQj~i&%6(!ds1>!=V+HoBnXq~vCr+2__GVJHz3dkE;MDkt8V?csob`IG#tCZE(^Bq`x@Ta;7HF^4?T*7o+Ji-H z_+vl34)njAXeDY)uAYmj{#sfiWH%GurtSQX2-fnxA-eSpf z8?xnqbcy7S4cU4?x=iw|G1qvt0vlG*Pl(YC*$zMz()EejQ>o;<;0mc^pAFd_fM>R@ zqZ+`1RblYdinV#{u01OYJJp7@{F8B!LuB2xqWV|d;wytpk(Jk+>RwrkyI9b5+tJip z_To4jI<75Myi$=^sbz}ny0%pLDneqVhba<%O}pZi&Wm0_2^V9!7VF+cPLLU0P2H;) zi4_=AJN(+ri(XpJ0~b2Y7c_nnD_Ew;@7DxsUxjfV*wAS@(U`sHyi*6s$9ZF zmrm1yX40w`FY(oxK79Nkm3cQOfre*Ri#F!viZ##e&k0%zvJYtCT=^h+$V->{)b%My z3D0d2Wh^uEWba$%)E4)=IE4mhdVLRa-g?v(mH}udnxLHC}#=puc$eRi5^$q3-nIV-H2{tBtsBG4Ez3>@Yu_ z=>2(5HOOAoJop`FpVKO7wD*`9kd@HMJdF%`?yM)B@w@$=>i2*06sEEh)ObEiMT-SD z`j^jM*t+006zz4&=cCmYXC@!p%XrOSs3B&MbI|ySCgM?7>bgR52=G#}i5Lv4EhhN) zIJn@v8f$Y?{4X86aT{*-I#)7KH zE|@LC6?%!;O1VOAm@VWL^2Kb4V5FVf_6SNC>E(vKkY-?R;M~di57eH9Ra>CfN)L0l zAMx}fYPnecV2e4nAYrn0NjppZJt8cqU7J;9z||HIkgDqk2oAClNX}mcUCErQ4fj~v z2Cy@#3tY*cg4(rMBL=V&sx|KsjzR4jtfvF6VSxQKL|jn24y)hl!9##RDnd8NhA%mJ z?Z6NqkcQ|~)#OSRT|G!$RH@;FK>H7@X3IJCq5W^IX6rdmfJwh3BWwlEj#Rim1+%Vx_{DrJ8Xs3nTZ5ok?EGb>vIV* zl(Wj-HCW;)FiEWT8HP!zR5C4TxQU0A7>adNfv`_zJbB?^|9 zZrEdgTB(+DPUOh9_2XZf&M|F4`@dPK!Z|1Wl5W_!21z(fGjT)v2WuO?b4mk~jP0;Z zRyOlY)-C-TwGDBsP-GvgTE)ntV!-jlqh-L0O_y@O?&riRz{}tUW7hDAz5unq#fgg{ zvUeEZV|@Z@vkDBfAqO}B^H|>p0P{rOlG>~U10q;fkpU6XV8*Jy>GB`z39=8ScDpdq zTut>318Hle7mzyI_ekw_eqv&XtTe+~2*{9?b-eEl08o^O2nM}mO&{qqS35IdO`qr+ z06ZP*3k-Qym^dn*%USHe>KpPbD{))xb53F>;O9u+PXHh*(N?X3TPK{gNljIofe=Rb5^_3PtL0;mYkOo->ug#TIfaF*oe!WN!^oW%!1ux6MJ+E#f zO6dnU+@tgWB**(W)!H=~tlurmGN9L2b^s2!iGCrVMARbDDni9>QL4EUX}j3^UhvmW zK-9#bu&HD)x%uLrsy?|+PZ~dL$xeGmnWGwRX$3yDxm*MiBkEDhzSVG2EoHy?BBpmI zFb%b=YXxSryVUY0w$1F|&8y)C16yB0)Lu?txMu9Nv|WiO*{HRw=kk*L1#CXWUCR-EQp}1Fj8ehNBhW~xF#6ML|E3WZ1kYRV0MkDOu585hqmo3)WGTMu< z-a7s%IBhuY6%Btw48!g(8u-qu1pWpu2Ifq^C@_>6a7g5WCLhQOmC^_mED5jL<0i!Z_oS~*M9!UEbZIuScK)9QLlE9VH? zxT_HomVrY1R@cYW!mdV0=kktU8VXHo<;-Rmr}dK9I4@+;71Dc57UQ40A}3Q_n5Q7DBp ze}goaLPEYl^vn?*=7=bB#JM?QwF3LP0^48VYBUWBnr=|`j8yfE6!MHz^t9nt(Bx9k z6j0E-sZf)_Q@If_8_D%OUvW5czTldpQI~4xu53=#oRk$RS8_2nIQXpc_PIh}qr^a`G9A z_>47^Lm0>*hUE~&?hyC@bMX}nF&7Uq-*AIiT!A~}j~gUO4zVqV;E_Xokwe(ZA?D-| zYH|p?8$?eI(IJP3l0%%!Ayz+QUw_8-f5v|M>}vEA6!a5x75e;aQ1on<^laDkY`^E( zF7Mec?%A&H*)HPQuI$+^?b)vF*?!m4hD%}LwnEDgbH``bsGlHNV7hk-EziQR2>{S7wjo7w9h|wTqbP%%RhRAk9OuOltG?qYT8=%t%pi1n= z=ZMlWNLU$U_z6o!E^pBTr5YI}O|-V?3d?=<}%1~F0XP9Z;^zOrn7Hk z$@GC+CARE20$B#Je!`Ofgrz=**GWRD+sSv99p~ z*I>_Tuy1Ny<7Yr_Goa@)px_x6&5G~GL=#%c|~5bBzv+Xd$1&Xu^7B$G4N!8kMgFE@rrn| z7$F zstjOQg!dqVZG7x|5T`vzaSLDke88D)S4qp_0U;bAGtUC|SINF=IZ#Ci!%`Wp+qw8m z+9UJq)-Crzsr9yO(Z*?0((<)yo8(S?`3u z8-`mo4s6I+NFJUeIgJY_OoQz8@aK&Kd-cyH$!}2algb1Q{V(Igq7iEK9K8xE8 z2lVQ1)cCQS{%SZ*gZDG}|*8XAcbe}9Itc8WSMPKle76Pt+F{aA($Co$1vdU9f~a|tjF3rs8auAEkq zmlByOK3qAi!q%2neiPl+l7zd1i`XV2C1U*@)7FxOyN6rcep5;$#P0?$2y+S;q$4F# z^!-d*OBwC~Zc&OMbyI}|t|hPhB&I&=RB~e6^D~vx&R;a8tvb)NefP(eUeW8%7JKDo zs;wX;;x=};t;L;r4_Bj;Cnb_JcCoF65b0A%Jo8dhI+$UXJf|qr)^cU(U?tJJ@ieBN z8X_qoOm-I+k$LNi$-k|foT#wF6{Cm%aykJy`3NAVK+ARIxK(>mYs>vd&Y1k%V{I+h zIy5P3f3>6=8SC0w!sWnR=wFj!7zID{W3}FL#zfyfk({W41=HvM7J$(8Z7o!@gO$?( z>e|vg6c6}*bOIBdE0>(;<641RG)_rQ4EcB$x44%iC9(!L`mu&EV37R8O*O#2=^aq@H$HfzvmAh$@ zB27Pbw6&Q01!JZFo>odiB&RagHf3LadTL5b+R8OFGuYvvNA;D!4|MM}92* z94%>{3z!^48_4vLOXYMP1PuG+R5@L+QB%6{Z8k-bwWe*L3 zVaAS?)A!W@=+n03L~G*{mD8o_I?`6BQv6u1UCx-5$5-20DlPztl}Wd?ROgoA7Tx9m zSr-!gSpK@8x|}8{VjY;_#|qFrjfsAu2FR*9Svg((^dx5GNgxnZAmYa&>AGQ7o=O3m zs(^6~r-9wQ7us6Z&H%;w0FX*hfgkJI699T925fo>tZ4HFgI690HobJOoNgZkgFokj z;eu}Zv8XXXyM!WOG*br5;6jxjt0<-3D+uhqnw&`eVpBQ&!4E8DX*Y~Tm3MMt z_36jB#e9O;WS@p-;TEtA^MRTO44_R9>$aAQ3U_cd!9rm8fMf8yg?u zYW@TMDDDEyk9DE}xSeZLI?{S9Fk5OXM=FUT)+aFiW%`mL?bCs6EoLjWGr21_Pklh* zhFme8^Q4NgQSQ_r9&lg8#up)VF@lGSqK<;3Gktj3RYhm5KD#WfhnDp zHo!pKCBOjI5lqTkz(7cTF>WyhFfjEMTxu#{V9gXTpfV1GGzu6<@&wfxfPvUizyQ?~ zDDeScAS4tpaKif$E+QK+;5`NyDD!-Zi=Y4tdO`sMUQb;x^$fs3QY~201^|@x8Zf{B z3`FDt2AoKMfs25Fh&;eR8VN8E-1y}0cJXm=^%E)&?%js03$vZxu|&<#<0< zw)jbm;>Xv?iT?XeRuUcUG^M+LYPPi;Py(QbBY?3h|M{`*DHr2RAMcP7vAgozk5vvl zW%n=9wiaI?Y{f6OZ7t`)BG3O)o18eZ4|qmT8PGm)u&pK1(!P>-Rt8wa@oQ_j;dK{h zT4@gkSpX8vXgFO-gsEE6%JZSXBYG9%YF+?0O%2QOV|{rF6!^_JIWe#ffG+lGNl*U1 z+SbxA0K{AaT(S%oxa6(@;F4>BOLpS|m;5;foH)E%Q+jgJE;*60e8caC7VtI1t4*gd zibKFBH|47b(Mi0+pbB8^hN-mET86#=^r_ftOj4W<#(e*z7+TUA@DWIYhZCT zS%X#1)zFbvjsw1C8bowY-qp748t=e#uIeVMg`Ius$NJmjhG|^gkgQhdTkLnk%+$Ve zR0ssFSs~16%%x5ClJ*#;OWXDm;(b550`ZC84Hb_ExX{fQH_X!d)0!0Ai=1RNYO{9R z_Pl3jDo3SoB{;vGU$iNTLK9&5L^t@+O`aX79906UH67L0rt}NtN!mNK!EM_EW?l|a zt{3%*Xy)MMDrV=j#=9d-PNV6hRKV{7Y3;kHb3&8IF+kULkw^Aad)l@&0 zGgVt!?+S2wCrhP7s$T(esbIpA%t~-I=&Gc>=WoDLJ76iI`&!-r*S?0Sdby7H!VWBs z8Cgr)#cw+<*G<0!yhV@R=z2Q1=Sw&lIQZ%xwJof|iguB-sDxk{E3W%1uZV%0V7j6z z{aBv*??)0vV!(ol1X+#el+@LFVk4ND!3AwF;7}kKu(=ncPpm6fZxLHeKn6h$0U>=w z2BZRUS$?daAz&S^R!iB}&n_n?(wach&}sc4YIEG0$bg;&uL8KmWd%!H(^c=AsUi1u zL97WcZ~IJpa~fP}W5i+bwE761oTYaSZxvh#Pxx0Dizjg!W3~=tEvd_!K*PAdq)0_9 zSRmh=PGZaiFZ}VOOBvWy64?{;vUG)acl*@hnmxfZTKc4AcnXSKsT-B#&-4NQOz#3S z9l4DHd@#?YEi+{JSi^(qQR?~CBg*kPue?Hq%THtK*Q%~QCH@8aPhA80pBcJ?GhGAv zA74A%mML^L%a1Pb%)N4SeS`^g@km4E)-lHgg|r#AI^ z#3=uJTE-q*X5)vR0klGU7AmXp`mID*azGzVtl_sP_D#ES} z+Rt98f7quM(yrc?+2l|2qmRtI^rMf@H2TrqpC7Iq)mu7JIcl(UsB#oqIykeoYl=7W zt9)W@#=4NxD1fNwE~ste-)sAz_Ey#dG+F=Wyp9ZaRs( zoo&S24|c3Oq-N80u+2|FPEB6E>;~?Wg3_z0dD*lwO3_N}V0BMjk57?xp~>VX^MI(| znFS=T-ievB59lw@pe#8=PGj-0w?Fop4a~k_2QS=kgEuBS!P3XdQ3uH;G$?yLBBv#Q zxNFfNlDP|>9dVD|Pf}d@#raE|x`^MZk{OIds#`*H4p#~6 zygzi*Oz5c`k2vD62rV8`QmXnw9ZQfpiQkpf@g*~uZ0`dnxchh$nx8L# zM4DWK=0eDL_K+w8ZI#PFlCauXl>i6Ws=EfQ&liH`Le&ZEaR)lugHVuCtSZ(?*yrN} zQF#rTyJ7*&h1G*28k!6DBe16y3GA6Y9q7pB4s`q|1?kD!jjhl)4tqN}!?8}U(3L__ zB+?3j=AxhD*~@qa%B5!@+$u1#QXK1D}m9#atgld9N|ho|8|=K^%4*cMr`IS$SJFPFgHR@H%O zT*yJ3KB;3X9@@a(CrZ(kyL!md;Q?sw)>S-PZoU&W`IUu)eA35Go!bu&zQ2R6l{_9@bXz=oS4t;pC!d9+8R=p5f5xNr_l_bf}x=>3jpqxqlFmb2tpqZYL99D5nF3wX=}-C-typ zj}F4H>wT2-KpT;B{0!0ZFW}*QpF7d8$63hCCr#|cqoXj}m4;c0k(@@SsZ$!=|2BO{jOMs7wb)XdaY{bxb4>s@u4rYJ)AIf=j z0+BoE57Fx065t4>bY#p}3;Qwf82qyL1$wJO4srKceC4e$w@5`+$1)HBb`G+EorP?c z*1;;E`dC%W0r)g-KMdoZqnu}wh@9Vfi1y|`2;2670N*5Zpt6i?#F(OnC1E_^1zajB z`rH$7$45d~`YZv?lIlP;J@m0<<<2ndo`G_n`yq0$8bm`o@o;Vq1KnGej$AseMe4bf zgEq8(hPXR>JNj>W>X4j53(y973dGekq4$^dV@N%rH_-;h6Nqb2O;6%NjQ)@PTBHyX z6}9XhfVlg(9sP6tI;1I55o-Bv72+P0=;+^JsYwd?la5+`Xoa}P(mMLFmfEDLKetiK zPa_c5MJ2tq^r{Pc@Rt@6RbEP%tSZc?9hc9!YWcH#%@c`wW(jfqq6m}p1$uv;k`5{D zr4QTt_j&}u2_Q@y9l}0$!NUX~3lzwr8_1$KXBXC9#}$5Xnt}#B2}0yN%plrJAd6ri zi$NfZ*Qa)3Zw5A?4o?pvOwYp*_7#xD6(9=^kj20$J#1^)L73upA9bkEMws58A#5X% zMGTO|3XsL>XHBe7`B7LJM?)Q+Nh8d&PatdykVPVph3G^!qVz=#Yg6t4Q*ddhL!~#u z^oxP8Z-FdQfGiXhvJuO@dq_^x&(Ma~st|WmT4%qGg*vHcx(00k`+`mGD$K5>MjT@o zem{>y-3-7_8os^q*KDg0no~ReRh2YV>Bd&Z7oiOul@NE&GGX$#V|uNf*-lbL=yTMP zp#^dEO6mQrieL~kFLohY6p6~i5+*NoXV&(bd9Vw|6_KbS5@9l-JF8Y^pAWn6haeJF z(#z;q_0l9&T+To(KejhDo4i*px8HhvGN?T=6M~~FA2nZSB6H)}OB^nSi3kYHG32C1P ze|s)ROYO~b>mx_>T;X}^Oyv|mP; zsd5lj8B2gIVLBR(Qjnkdq*acY3%qZfjt1$aBfXxQ*rCeBzs$KlGzLRO-h1Ak@+F6+ zpg|e?5N6u(tKRT|y$n?KVg_RWO&eSE;yCPhJ_)V=;E2@T_k!l^>j>=I3mqu-cMcNx zO#?gh!Uyi=d%cebklIokXwE5#z`m2(f!ZkLAUF4^W5HvFVaHz}fIP~ANUo)LcBvx+ zJyDQ>lqM_u!I}x&*1`IGR>cN<2GRPn1~%OIG|YSK1B(a#hgy7zM?Jsbk)?7ih;-&7 zo?W$(z<&9FfrfOYBO|$5*dAkh_-WuvG`d$2F{`MB=Dg?d>_#>NmD2(gz3_%7ZHrNd z?%jx7K^uhKXOD-&D0GwqE}P}P3)@O_fgc3qpbkA35V;~_2x}EcfMdVV(UqWVMBv*V ztk4U0SpD2h)ZyJ}M6UQEggt1Ehsj}`sOaxZWY;%ctj!BM_`$gf)Zx7qB3H5sVQq!+ zaH@DGs;HES9N34!Ub}nO62{qqcT|M7I>hCDcOF<4dO!?5jzTonCu2OO6XxyN9( zPlDNg3}*Xe7X_)zRmJ)nyTR-Wg(&(t8j&mC0AX>x3>2@MjnL2R!Io6vVB5eODEb9L zkSAjh)>8)$*PQM|FF(mdexA|Aj#SygZv&s8XzxA*sYrpaXY=rIGf>2Jpoq z$6?!`BozJXh#-|-5EfrYfIEO9vVkJB`ZTcqFMZ&*oOl#v9zYP94TL?HM1bD`Mcf05 z=-YSNczH@`&I9o9px^`7pe*bReERn-lyj#4AxYn&n*cKb2~0pjA0VL*knjqS@CuL+ zqX3RP3|7SCFf1LMiw5=I0mo&;y;csQg#r@B0SVoJg!_4_SbGyU_+@Y*8Z;1%xYuof zXkmbaK|n%-#~$p>Y8)&basv$-gb-%^7(}}YNSFsCOac-HJan;)YFn5R@&pYU0&Ai% z1){|Q5>^2TJV3%KAVH+&I4n&}LW71K5oWU&MEehruz}lwicjVsH~PazIF;?GRRXKw z>`fA#sFZRhqGN%<21Fc!yQd$b{VYSIwsiy|{SUAJydh$5p@yYKoPix@ZlU>p{r7sc zE!YIMbQGQ~8%1EtF5}tqVC@?(Fik{1 zLTb@5h=l0i*+y=i==rCaNS~)Jwz}39P9;4-7034>wcRNYsUQ!}wlHC!k--_ra=$i~ zTYDT9znp|B{s8{rofkwZ2L9m?AmRofLSaAyYx2qmPW=;)D*goi;e!oCx)1z=Ls|!l zDCbCw16NR>Ohs&B_QT@y_fSs|A!|QS9hCnF^YIEr*CM^f?nxrDWg*&k#mOHUKEZyO~ zSCi3Oe~b`!z%}yoCq(;*#lsH+I?+QtnMg{ZE>_jj4nBSLDT@BFK$t(5AZ)J)9~z#I6hhBGiFDg|}mo?gpLwJD9G60Zt$StQ}D~EJoFY<9C4p1fUqNVc(^^Bfu>JoAZkN8Sl31;_+@kx zdTU7lS^9YmB7I82!=(}o)LA71xo@S7b&YX=$$x85%)Agp`=CL9A2#C&g{ODprWg#&~dAN7L$ISC8W5%`525rhTFMSK|PZ6^mi z&EOaxNoQ`@md@OqfuViec^Ixfkc;xrJ80px%Sgc{IjC+MLb?0D9pTcRhrB$ zH(29vAsU<g2ec%Vg5tVQ3-6hvBJ%WhgIkFJdXG1TD+%BP>9d>70Nc6z0cw zsKTO9_gy0Zb$TCbs>gFf~4?(%kO3 z!A(bs(87#ZBt}&Tin0StqyZ*&$x)azJ`?_ciMN1>6u^WcVB!*BVhk|R!)L-DFae$n zZ*{Xk8SEcm0YzEVL(3M?P?V(~VIgXfun@hcgR{J;gR^>s!d%PPO%vX899B8v4C^0x zg~q0fB9^-lX!+oC`~n%z;7HIjn5vmNG^agIaK({EG&VyJu~eNPETl+wa+I_(nbs~C zTGG8ku*y*c_09}MR`*CjQOC3i3ppq09NkA0rjLs%t^M9YZhatg0V}qTpP@ zLf4B9PQm#cru9d4TG9g>Smk&r>Yb~HtQrkKQ5UY_7e4>#j zD_9p_9;Gv@T(xL{rN>~dV--4CAdh%ifTh8iz%RTr0b3`BWHQ5tFtoDL!*IA$89G_G z7xA)Enw_`cjVVN|FgOc95c3~ZX%nSxFxROFoh*t)y!H!0b@3YsVM1bb&PI6(Q_5&J zP3PQ6IQ-phbn?z6#Ot6iK5X;xPL6bLCR5i)mlk-=7Vg~|{5fhLxZ_fnWC7LvuO1xH zP~8nbLfDQaLYS0V2SOo5s*Q4pUD!!__BVp}{4hh?gA#)uleihp7-4 z9IMU@W@5GuO+?EHHgRc0gYO9~Kma zCsjU+sbs82v;P&3>ODG&47j*Lb@v|-!j5-!aB^F!=g(xfH=&bSX{erd1vrY(;Kw** z;3VMo)Mlveu^?1emPrV6yWhciek_YgkjiFW%+aIuY1_cPryihB%P`1*8xyLl2*ro_ zj&*WcIt!&hUg|WHI!`z*ED=@yeGG~D zb_$BBDkCfe_I7ZXPji^nUK+IUx)bnPSQe^02_rH6x=>WD2VsF!P3QcaOlS5EXwjG}T~FIG|quDY%pcnU6lehjkoh zaI*62fSmaCtLi{!d{*DY~WI_2dHBm22l!ULgte|41+)n^^7cL0#%}6(?X}pDfg| z5k?B4bs_V=X9!_`s^}cfL^_k%t3_+Au!oa;s!_)#Wuzds0W#>>C7b) zO_~t#2rNAO40UYYh7`n?K<0w&_^|b<434P9P8ycz0w)b;qvEg6BL)9qA@dEF>S9yP zCam4y_B(d)_#H5zcbs5h-*Qy^U=!-tvK}e8E`TT{(joILuJ|zN2Xqcbw3B1tKxO*g z-bMRp;0l-eQqa`aAVew23^JD>5yF(&bk2U1%1prRr0uxWfI7Z8h$!7S44H4gNeEM? zbo90Lb=tdJL;z4kH&8@AP{ckDLfGY(KoK0E2qsVj&0d)`qfcYd?BMEv3Uu(jRc*P_ z4{Fl~anX*xzJvpjcIF0qsMSKPv!8!A|1bKuxq)_Em6B|h&bNe1OM$rops?| zH8)UmdnxpB_R8<(ThTG*ak4)GPMRCIJ-r}oF`M!`-mUSG(lmYOoUq^6udrtQp?>i_ z9YaCFg0t1%67aPTl#XPCoEQEu>d}{QXXSU;POqmIg`v^DZwU@d3t>C$8(ZDif@-_n z*A$l=16E06R|8h(MmK_D%r;t@pXXb%|G8Ouz=@74x#v{y1 zfX~#tg87Q{sjx3iF1%tI@6@biH^{nmyZ`ofSOer~UL}opWwxRFuSw?s@B8haTO~&!K`PsH?3?1 zv+WCJTNOlPJ@8rrUfV%rP6M~9>mpYePScCjxXuxu*v$5(esEVVHW_p>N?S9ZC#CU) z>JHqBdj)ERD?+`$;*iy6AhoUB3@!VCq|QHUtaY^#io$=yFVI1P*ZF|Kp?0M+v3Xjw zkiGWsRM1P5$5cctU(`a&=jQMWAJ_~|sct&cway#%xmb)2e%p<#R<%J zbu`KPXmGVOkA7aZ?qk=e(XFAMaHza^KfhET@V{+YHED>Zels6%aBM{jg4Ig}=0V{b z+yHt^f2u?BH-`Ls`x(3?f4vGu8?Fe)nu%@Z!*)4OfnhQyKxdm|)N1$zzkO>qQzGA+ z-vIsMH^BV<9gq2)nEyJJ4gxzyzwigF=XXf=;e)r}7sM+54V}nG6(4~mE>)sd-!u6T z=hJ*h=f4vj=8yNVoIl>Ff5=z-@ji8Mu04Iiue|cFvXWnE^v`NGe}s1~{1MLl8zB$1 z`kDH#Qj6yEs*I1k+{-to@L#0|ANlv6?Q#5b$v)%{dyPM=??XOVl)))ee#EaV`B&)x zr_I-(Rue-1K0W6{9R8j8Cx1KxSN?eKhC#vJTLTD9L#=|qkJtgf#^59Q>qY{=dpl1?BI%N2dS(S+2KKFDu_EIOzkV;;Qb%teD(^1F2zR18I zRgfUr5yC#Ffl#PIWqQT!hm%(Cp?b?&NWsEKsP1^vU#vB)zn90o>K`kQ zBds zbMnEDFD-p`(XKVRz%ns8!2S!seq&&NAh5p|*dLP3^cvbjYi)FgsWCTE$K}(=z`{k4 z+?nIU27r64pUTXuCkHR-RTSIt8hhXAtThMz$jWOV$1Vj|`0nQw_ZnypjTnp4K{S$J zfM^tVh#!qg_|Yhh4x&*S14N^>_$X2H3G1KAt=)f}YTKXDcpoPXIpu4&qC{yg=Ii#6 z3+9V-!c8ZpGN!`64C#P~)Z`TVj!)G`K-Ee*jkkFgbQK=;=2KN2+ zrUR%v0A9<$s}IP`;<`qBl)umDPl23bY7878Ly-VcFODDOKoYj%0l=F;=Wx(r2sHSN z&*-Otc^Dd=(Ql%U`0#|%;v#PWpfmto1Yi{~VIu&%3Jz;?*0{69KsU~?#XxnO_HZ%kYLBw-ZJju+mf;NjWP^yY z|2AE7@|N-aUygpN!Qzd6eZ!~I2$HbYnr0)*-pTRwP;x_V~dc&4We!@>idJ8}@qQg%{Do7w1X&iK4(_R9(Oxc)rz-r*A0%*wz0U3!S zk4)pGgjUgb$7j1hM#9jIwYj;X+EjdsS2^@feQ3hua>tWco6?mXO~v+uKTR$(xJzP| zp?O2^bf#t%{*DgB+BEe~nuvBN#kSswZW=P!V?Asl%8>XgrW#s0WT0(5YI2J%u`D(+ zs~X!XP|FCpovkvj@L;rkg?xVLQj@RkBz!b1%Ufenj5JpCS4?^7Xwz#Q?xL905_q1> z>DX@}(~O=)vCW|s{N)$W{a1t0vkz!$t>1mksJ6#_?aoR*UsH2@P3fBgO@TzINUiAy zUsEC=i5v9+a2*NIqR}+U*VJxhzl~z;#gszB9u>Rtf*uvyTa|r!r(5K8;YSAPm{`NC*?qFrQooB$ z(@L#NYka=P1=;K#9k4vdsq*Bp9;&?UXuV78!<9sr*4xns9{GCmz;Ait^L;Md&eq2m zJJ5Z!jU5;=Ir8wRAm!-L{i5;v>Q=xCXIBIV%Ryj+x7mJOwd9>?* z-sLaWJ3~O>-iW%dNk(STc;`biXuJcFG(Ll4dOUr_g|TgzWjL~eX7}nk7it(``YfvIzEBo0ju_-p#iIm(K5dJDnM>~ zkoTCz%Lz^7r^0;hC>4NJTiz=guPPLbdu8?tKNarf6F3BxJPrM?Pnx-)aAquhmAp5y zJJu%2BD|^CwXk~Vom$UO$PbDP$K+2(;VRkN>~d4FlXzdq4{9q{VIzJD$WO5n$j=Ul zk#S;KO!aw4lkZ9Injr&qyD5`f48vtH;nAc>$$ z@M*K9`SVWHG(eY)HwY9D@_{ZW^&h}D3A4}qZxSB?XPxIkK`#T|jp}AT;j>d^qI~VD z8PI5PG*Iv1*%?47Lj#CzcPVIAF9I#K(U~-!)NBCYEE@}o%wEu}`;R>?5lqiP1;sz`RroU*^e(j99Lj`6m$#Hk?_R5 zN*t2_q{^ELCc}L2Bs)ZrPdSqULQ+M^%b|f%Ng0+~QFZMo*Zf9pQ+A3k=MqR#NzA|1xh;!FmOIh`a{n@mZGg)DNys3LNTBR;CZLwZwJ#MM8CvD}g z&aURWs#bBv>;Gr=eU5riJfv^6ecXEOYj4r}-fMx5O%Wqiiv3&V>;I>!2{y`(yr&sWQTD^z@oUeqUCjPEJfzN#N*i{1Hm$l@(a zXm*G4JqtDYM|Ku(H}72zUz%xO9ADeN#!GnRdiN4%TiV%#i6HdM;29;bvQeeZwf~+DbKr#UUaAEl+<2itE7=0^MdA_W{dwf)fTic z)xElMLdYuS&A3-sL|>P+mG!_igVz z+f?KOS!}TMROAYA$kM#G5&Ni)`SuQ_FGt}h`ID}L6uzVXCR}7S z_jR|27o<_65-xfdlD^mO9G=~D)?+;%KCo%0{&t+qX3>2raXU7zzZ;)(Vn0Q~G$}^F zYFKaK2u5H*Um!YmXSYPYlyJ0_xa=*V*pZc8W#1D#z9+nj7=9YDGeqlIu-3a;$p}BK z^qh71t)e6A&nnS!!Uc6|sl{T8#}$TFgo^9pUwbu&gb8HT#d8aK=E8&~!i2JZH!s(R zPj21X9_7N851TpTcHLL3hjmD{`-Xw%BsOSHPCbUqjUi`A%R73Ull45e*mbZK|AMu8 z&c?gk*Q?z3-O{4Mxc{JE>#H{MU>jLRMq#6j0`J+^t)6~3+M7s;F%!;s)Q~CI8KQO6 zrFGd}EOImX%4Tx?q1IQ2Z0zs)y4~Fsg7^+VHpCL&E?XPc=~l`U^57G)Ott*%Q={^_ z56)pZtUxz8bz#vd30d#K0Mi#e>GNb(zKLj7i2PvOM*}lBA`YD%^dL(NLZiP;%0~h} zUn6rRzOhEE{;QBNHVHgqbn0e6l8>m!I;|BSi*<@+%sU5&Vb4uMzJ-2%n<+N#6Z4sn zSM77M{(kfvS)X#T|HaZD{lds@GlkH-Zb2P`p>32Yj9 zhMu2a2$Y!!?49jTWuNGBGH!@2>f!#WZ+x`Y6e}%gp#m*WwVc~zAT6l)&f(nGl5Xak z#&I*+zz@!$rm*gysU@-8kPBZ)-Hvl-#G+81sG_ebFC1Mv zV%5Twx`YaIg)K^!m=?qC3$ox-o^bsgxqRW3^UBkc7Q_0Sb-5C6dV~e%5^l1ECfGs> zY@z#e2|hi-3#hOyTPOq-emgESg$fTANJJZ`+(sl6KP*bGE7e`s?Xk|{#k$2d!C@zn z_(vO>hosl3oEsLPM8ro(q_YK{TkKB|*8H>1!*V|&yhstQX%p(7jGp2e=_(H&mM|C< z@aC?In_jnEFje$toko&i>2<-{;^w8|{oa~HU(IJ)l8eVQr&FAV+0J+NO4g`KJ`~v? ze=y;t^Vx9CcXC@S$|Et75iODRr3Vulore>h?^sJN-k)0(>KZy5}840dXWE_%wQD{PEDK+_Y&scejPca`4gskE{GhsBgh{&<6#XiZn- zpm|HYdBONaVqrD-Fwi|0wy$UT*<5{^Y0vV*xoD^B0#1nnJ!U=JgR;|i=c1b~7l!N< zmHl*!ED*OzXi!23&L0Oq$Z<3^&{v!$3!Pxa>nr|mv#?7`!YATRS#d=b@%*jg`Lg2W zn}r=W3qNm7ptUCC6NgEx{lTWw_ld)IiDzR>iRVq9?NaZM(~mM*%TSmHW7SO0W(9Gy8MS)nwOyRAZE=C4G>lXY?P-Msw^w(Bys#p?_H zFLm7)+jXUf)-ks=yKmd?xSkliK3zc|zk;4NY`nv}cerYc_m1J(n8NmPv#7!%;YJ04 zXlua;O~Hsgf)O7g`%8@)y8W$H1nR$Ad~sg?%ni%2U{7po_SqfZv@b0nqxsvBojTi1 z!9ORG{~n_29_J@Z@E&5|9%qHk{R*2`4v~EJOdr}ajo&k!J!jgGvA<{z*AwXd;npF+ z3cJ}iCFo>VdgT^6ClB_FUg0S0iGu5z*TyT}CWgOJ4Jxr=pmryqKh|kn#KG zC-0jtzTfX<^iEF9LQ%{@UhJ}+kdvKILvBDx!uZ{U*zuW#eQCy=6?q@gtx7@|ztW?k zL__lne(~mha8&YFx0b@~3n@5^^K;p+FJ)_d4T&Ru!^<}lC~eI}(n33KCYOxrMCE{Hv&beLjPUbPo9(4*B7tR7T3Hf)VXw~XX$F)+g(d{*YOJ1Mc-lFoC(;T;G-evdV^*uhn5h;b?5MiD#OBs zoent}g)oC0f9&g0%e6N~*Au+eNZNH2fi&H`F5&1ia~Rqtsz8r^Ue}`kOBK?}f?i(N zxWAqXZI0K%X(lueQM=&b7&QZPlXJfW_mkFbaek zyS}M|kH?xT841RW1az$VJR_k;Pq^FNDzCWRH`cprmRY}-eSSuai~ANNEl3l;eW^J} zsIm6@;G$ISsoY`h;p9`zdyjwC9w1cCLe7EVnw>Lkpshjc1{oM zB!+LTXEI}T5nCn$soPED?-^b2F^Lc%IS zyJBd|Vzn|iqn_1pfA!{Ca=Rw;{xV{k>-U1qM4#Oi>$o5kW;%sD{uWP;67*hI^BO|JB8dgb5_p#dmt`|ExF6^4j04H;i~S>*T)oYObq`mk1M3 z`JEe68T%o4XP^mjF!&D9gxD24{B5B5V|U!tXN$6>-@(J--Q1MPje`SXD+H72>Vfzw zp}D?uC%78B z3nzS(5DZXW{~VM`>y`IyTKT(^*qO9{FsWHdMQ~n4P(ON;L+mES%T|<__1SUjJ?FL= z%)RFfN>4I}y~QRE)U0fs{VL&%Z{BV9lNB{Qo9fF{Y<+A- zCXLI^vSptZ_&?0`uZc=6CZw{)NusMH(F)YCeqZ~u_N9H?WBpyr;p5*}QCB1N^{1rT zELyh=x|#GmyTJ|UrnPcIW*d(W?x08Qid0dZ@)?b}S?`m<6`w6UFqqc9JRKpSG*vKS zNotrAjT?)(HYcW`Yk=1^@T_SD&-fv>3EF%XZ0!;e9XfONhv(Udhy+$?cU)4tL686R zxfToZ4oh-Rgs7ad%>%Yk8tY(M@jL&TxBd@jWn+ItTm3RzY4g85E6ZcE=(}6*I@|30 z^i2Jev($wM3$Q=PLzdh)sqkU$4*0eVd|L&cCd>J?fUSVRCZ(d6e91dnMH79=od!0i zZWo)O?-byOUFfvmZQolObuD5VWQFG~VlrffEv;gGtzxHGWb=Zw;fB-oY4pIPDem_e z?|Kd4ZDgr!WRfapxn6~%iVTDGyix1!T%U`U~{YJEV!J0hRYWbf0@|;b;3*Y{w*f+9l@UKm_ z-jMuI_L~0NtvmdW+%UZNR`x$b@`%5v#v573TZZK~4D+}9ccdETEBSZaFpSoFo37yB z@zL{Mt1}g{C*@HE+^iy-BZnLzH$}nH}6VC_Gx- z%C%LTRbaQv9W)*^wQ~kG-7IFo6j0GwSn_lFHBqIE|DpwV9z@8 zz$G#$d%ufTw95^?TiMlZAl(i&a2Xj9(|D`km|`;8rqC!8QsePaF64Hq$saxATYAPj zUk@KOxUMGac+3F5N7nJU0sj0;4cW;f2A@D_Z@>v{oT^+ev|Vg&hgjhun{#(}S-dB@ z-1U8;j(tx&c9-?yQ0vbdWUO(3ntZpTk)*o(UJd!DM~oyj}1 zqXY9;sTavnFXe2j<@0q^Cs*sT9 zE!<%ZUn5JX7)AfNGdKRrXpbe{)H{ot&iXG&ROUjmGUPdvUd-9m`Z`JMhhflf!|Zuk z?I_VxmgHPz8?Q9hQ{`3(V_9faLaxyWe@+=%A$AaZ(pl}fMWS+H;&NePa{I`l5~6a2 zvXI52$O|3QbGuqeHsr`CQIQ4NmIc|}3$lJ(S?MXmJsd;Ds`h7a8f(;&?8=pWz99RY zE8G1czpg#Kx}Er1xz%Yw{@a55Rjz#DKw!kh3SWE$>skXDX&`@%A-64y{#+K-_>IkP z>PfHeaemd~{IbWH)$7#P^EXH3TnynjnAb6_YhaRg5ES z#ds%LKY+cnPPD!+A&;JDH7p^2I$=ZnMEv}aB`!8-aIe945mg|&4jSZFJc{~AT+1U5 znux{4el#$J7w2yKPV2UshsdcLm&6&>uiCXPs))t$N>~Nf^6I>Ew^vG7CD!}e$7_m1 z`o)I=TLOOu1X`88zV6$7-FNW1FY~(Z()C^EThhzji`~t9O=DZqt-#r?`=+q*U2?fJ z5(@UFMWz}QF7m8~1EcCMNSh$Om#z$u z4&i&v0{5Jm$X`#dvncI9d|e=QPcA^>Uamm2<=+vO3@q?I|0XeN=Mh^-mtL)exR~9; z(+^uK-G#^%5Z^l!(VUj*pFx;kNuSYoIEC)KB?z0mQ!9DLld(ug7<P~b=4e)gci z0EK$eh2jajdD0cb6J}B4z9fJ95UaU!{vVr=PJBNg!SUgP6?&fVlGHA8eSAKiaAxp5 zCR1WB=Kurzk?MQqlMo2S<&=u01ADDKyC8&u#)ug59o?(4Qk~j$sbYy!v2S^#Ow#f$U_^-6{-eZ-M1@cTsmA;-xdZ~5Uh@3Ul%U)8l=HC;7z>k24yoLB(+YfTjU=OAYN zExhm7sw3uWrW-{y&KOp1a+YrbDABgTGE|AD_zcgJ%-#J4P6hZ8hhgfjRa?90PGkk<~~twP;N z_Y0#_&n0TsMGPN~oz*93SyprC0t2`bC?DjMqTg`2Yje5JK1Tcz7jp^#$W4gUr32h{ zvk;1O=6er_?+S^O;%BCej1 ziWfO+<*30NvnIS_ccfvFtsP#OHQb9uJ5!LN)kY?`sd~wlo3}FMGFfDNw5OWIoj-KkTDQ9>pA+^(* z*0aZjl)@dbs2i}20)LAnh9LI@6!CAkp7B2r*GAF8=*YldO_>Sw-r-GYcZn5-xxK?{ z3f`w1L}k5~eYSl!?gB6W1kX9B%b3~y8@c!t5!Gdwx9rNWY{4i|P#;kWCM+8uh6!`K z3Y!P`I@8}Z3KwT;+*z_`_J3Y0^0;gi`|PoJ%6;iZ7oR*MLaYnz@wm`Rs%_U%8Xj2S?vfE9 zq>c2_o%VQ4=$R=PgT;Hse}~Ok-(dj}5s6oz1SV-BkVPB!S>DMYy_4$L2^uecjE^_mhj-SVADX$bxH9GP?n{r0p!*52o?+yqtwXeo9KcSSaiyIMMl z9s9!A54s3*^E>Mq{Zxf({1t(d-Lw9e&yM$Br&;1_GvmF?>Qd~gW5#>xz(2__&MOX( zO3dl!DN;pQV06x9$E zB?Nnz|9!!}xf^{IE8EK|+iNY`ODWr{85~s#IBc0s2S|(2*N@hI_`W(pLRLvlH~y5) z$HC9_92yzbPfeF+?%?O~-Rc$6UZP)tK5hbS2v=6jN%kHY_B2OeS>}#8a|0V`dIw)d z{h^Uh+d8F@R|b9Og=!rJT`T9(2O9~Op;NbFX>OBPMu7}_9qXcmKakDVMKu5{rll#I zx8p>xdMLH3?+Emby)~I!yohua@P|wcsV1M0bi=@C+koH?U?C^3XqB0Z_&Z=0Jn@(F zA;N3dbZ0&5Z7!!-iL&vB%SnpfZ|qT;0xuc%#Dbu1hU;QgXE+qYc6pYth`eIX-RqAz zR(jSaQMG=(#3xZ8zurMfqJUppBqvbg#l@|0jYiahvv2Sy=ewyQsyEHe=AnE z49J#4rfMlg=g1tLA7)ss@%6U3(GvEP1@@E8N=Ew}gQMg_MQEOrYu-t0#!HNL z!w*0_C-1c2?ZNGv!}8&I-};0J|GuPtaqm*&{wO2<->5%J!#hj8J4+2lqC_(%p(lCj z7v?Y=T;@%55N=OKGT+PXYv9oUZukOJwAYb{TWn|D$G0J}Jj1OpQ7ox;F9dCEF1G{E zm%h5~EPb6n%7$6rEHBER__l{&RysmMQ;ZO z!HVfGdyh{)vcJoYxj8|NUZZ_CM%oefZj0j5ELkmCXu5a~we_jDPC;1?>Q#1iQ1Dj- zn?v0AJ%DnS4eVtWm3jq-dV?|LBm-C(kyB(;C}9NrwgrIg+-h6?R8F--e;AN#VCvS5 zJYiZehzL^FEod=pFh|*{f8P>PPu%iUud}Nxd8=E&J>h~#ajqHDqd6A2+fmb^0gTvE zKptT@kVmb?DD}I3Us2R|I}WgmONWqqoyj;tA*Q&;uR&kkZw|A_n&@H-^94?Ozf$+Ib%U7KZ=beHp>4cCX z|97a0ty>RSR&ds`Lr5jM-A)fxVyA}sWoL@wgyF$HN2OQZtW}+*Y#qUkHR+GT?G#Xn zTkihq_aFVptjq+TIP?I_)r+8|U#EXNQ9EO^{M0{fajCybE>fOmC{!LRavBFzioAxM zWHqvM4YG7`vvifioqtS-*hk&5kGvz11r%w?LWwALxURV%ObgLR5Z6}ghwjM7;QTq{ zoe?MV%)1atqT3ASGg3q}(~uI{+nJkig}<(FiNA?(4LW%%%S;to+-#kEU|~QYb&g zsHg#zvqb=l$+B=VA18GRDW)CYpCWZOp8z?8fN7^7<+Kx!YFY$V8Td;0d*&qeop3R_ z&CVG0uOTEv*>S!VHW0R0N8@JNjxH;9U2r&Xs@6Eqqj9z8kKP(TdZeww^{GsW_sh1! zmq!V7zh_9E3HiKc^rqnzr&gkQ;>8OB1eV^%>%;#-M#2|HHHbcd`Mb>mIqp^4`uGGobp>KhfOJIGMR8(Yn)9!F3Cm0m`=5Zfwf;`d(*2R%OlcXgy z<_1qZKjm=c7R79+`tESIZ%|3R*GLyGdIe7cZkS4F!qepj-U%u3r?Cj>@h3hOQh^Q_ z(sCAiMw+rC2E08Z)Dq}7Inad*&zlArJ=4`v12;5J(+e$IQFL;=!W-bzW@+w*BGVfV z&0z+A{TqIP0o7CTOaT(xI>-y~aQ5jh2+z?lg%JnykctsI^B^5sPd45AG%|?WVz}uv z7yB&RCdMWCpkCK!kO^&6!Su2f z8^p3a9AB?~I;A;b7N8;^@lGRkVw03Rp<#nT!T_FpTN2kZku)jB_6upMs?BFm60v9D z0$XT`$%bf){9#hLXFOKFDEi_GV7&28OF28)x8DzZr;r{((z@>8md&kc1ga{p?bX@fg8_lRV1#5#eO)Tc)u-WwccuRsYJKW=SH-7q_f` zafJNb-C`y9jFfPQ!0I?!kcNuzot2k(*g})a?i?^ zU^6S}VPbU8%4$STwkd`lt`5Nj9d!hP51T5b6uBjTUq|}J)gKw;6`JPKdbKaG>!Dgs zI!|(nOGfyjfj6tcOf72p?`lSoiDaE8rZ%lLxN2`cfw9H|yXD5Ac7R^O-{^c z6XScBm)2(6_*^a8CkJx~f?#@KgXqC@snT77yahAF!|2pB^Set8^sBp0;DTvUBA$i{Y21 zZ8qSIsZTw|T5J);hEap=wA_WoZ~0S)H#}Q(YSNrH184;(H+@=kO9mD_!3&(^1At6^ z@{tu{RrF#F76P^@0NBc0i{!6j8?mPKyRb(ROi_Do-j%hXBL>}!g{*Hk~{6q|AZ z?xYtxN!&(BtpC>U6L|YIa;9mU7xOFP)^yi?y{coft5Wnr|c|R) z=f4;O+a$HL>`na^v%?f_&!z>Q3vTk0|6&ZjK{(t7Oitq4W@9%E!w?)qc0e}wxyY6_u8D=Yv5DRrZ$9O zsDPIyjlep%B{@5{UlaC;D5rnKok?!OAIo6DwAn{@%Hsof2yv;)CU_6Xi2Uc z%3WX^PLUdP#*5@DQ2J)lHA?ON6_lWTs~#+r|66AU?+U4x49lN>k$w?BNGYT{Wb;d! zePqDYUn4L5scjyFm&7I!@*F%!f0_niJsKpc*Gn6IP@XV#S{L*@f6&-SfPRB$mMt}U zfW$jcs4O~%_rI%Teh#<2YAEfqyPNneS`Uhq2vzGylUIdw6o%hsvL$cYwY+ytm$Ln~ zz;`hed>W>fyff}#r$y=b0#?-WGi7>Qe@>NXhl^9$e&@wv(f>iKs$Wf65rcl2T*)@| z3%tJnsO+iZ|E99Y&3Boc0>k)5Y~TUsf9}rA1D-~F%)^}ZC_$i?dB`EnCK9r+z+%6{ zLyp{Bq2?hHQ<7*dtQ_t>W0sm8?q)1szLjf>vgP*gbBps8i|rQ{dQI~`coz~|7yn&C zH5d7R3T!Gd9{mqlE?-CQd85e36}QehI&nO^zH-Bfl1u+t@;c)X4cqmq#)JYS3;I$H z-?aqFGSy_<^@g9ZB_r7YG(btn{{$;RdNS@%C7=YQcH{rp0^ z`lw#=wE>jKj4!^pYn@y0&GP*G>;}yEPy*s`+`L-cOT=um4DUYQ&w2ciU{&xL13zhW z40*k8|6&uc!EHIN%^suyol^-1FE(;1Hd#v@u!;(BM6bF;&Xct@Rpm!UIZ5k;7`(Yd*!2rz9Xz0A$`m)%> za+3jco^`?iaxKXGr3u$Jk6AnLm(a$T2K0CD%DX1!P1Vx<0$EQljRY~y8%+s8KB6Jd0%@Xgy4L}$;tFX)Pz9~o`#vI{WMWsQ zpszR8Eqy5cUQ-V*acE858;CS+dBpiuN8sr$@{Rmpii?EgQ@YJJH4Hq}p5MLsa}r26 zx88JkrR#d;VoFVsd0bBkHzhCL=;V;d16L_p^j!zMYvfwoHEV#KNqY;G1Ak4CSsPd* zyN#a07D3%1pp_5*pTWqMmfB}eskeIeT8^Vo*UM?_EwzBBX~W-44KqpTfvat%NXc{( zDbLkX)0t!v3|p0>*2k|759-ue%#(`p010Y?iPl9QbsZ2?0V-}1X7GfDY{?4|_1r)@ z+6Ag8KqMwh@`3~olzjoTN&M+dc#!@2U`wk>qDU+nw59dzx(@@IGh!0wcgUKY`+(tl z;`vXyjQZw5QimuBQpaBH|y3WV^b8TO^& z@uA5-6qH@Is!At2t#(OMnQiFZZkoubo$#|RJz3IN@6A={)383%Sf9v+8c4;)o?dIL zN9RJR%NHE6kO{+!U{hP)Dn;y@61T9*dHuY!J_BVUSzqE}% z*X{Am zey&Z|^f*=nx6qd9{WPv?`fO82OuMlo#M}|Wexy%# zB-ObT+%{(2Hs;)>UAsury4dX0=8>zm;Hoy~s*`1p@;LHYRhW{d;dJT@+;db@VzE! zKb-Q)C25ai+;6oNF>Q)lw#(6io$<7dI~Y0s1Op`X=n(Je#I^%O<>g9Md19ZWLM6>c zeht^C6b}2aS}f#m<_9C1Cf?MzEsd1mt~TfBJ#$Y&2-DvK+l}_x;4ZlQjtpr`bM2jv?+gcM!D zN~hh}fN+Cl?l<)Ap$~m&Puf7bKD5_9w8$f&2fnmT;+?X#=_h~rS!*k!@(svl=AK?| zBHb5aDrosgA~vmv&YuScf&`|PmfP2+lmi^?tDEvgE36Wl;-}_g0wA{$NjyvD8g9%; zd6E6qzvpfN7@kgQH-X|N`|){!okfI3mGgq(Mc4KA{gZQUpHbN!lH>>ordMo_-VH&1 z*bVeXbco|*#SJ(QwCAfZ%tsxiO&Ea|KQE8tT>AQO`Wzhm&P_?^1Rm_@^gK1z;JUg* zB3n#fSQA*_)Z{xI#oa-7_`zR&DaE#NwQa7}2vfV)+*Y;ss?}yXTz9XlKvGMGh`;*o z6Ymw^$*v#0tuEu2Y7*iky{E>A$PVw-udRXx)QHHV-5#H7hWAsESC11oVmE09W5W0! zCotn7-*vqc;=)&W+ck5)nFrslOo4`pn2~jrZHIvvojA%#p%MRC`1$u|6!4hOKa^-F zh$)}1LX|S8h?7}Y<4my|M|5N{?5a#G}_KFv829`U~+s2@Pf#;~qdEBQ%L zECD-~G4KnM=lKdf_KCIA=#D+s)jg#dWYEZQS;3t4qbCF>+6j*c2DRPQs2J!8{I%Up zseZiW>TW0@C;NtIf5i$h)K-R=S57lBJ?S=0~9a8xk0Vz<<(ITeJNVA#fts>=6vl?(1| zq`Pk@7I!V=zzj0Bzw}6U+ zxD4IRBeJIo@>T$GG1-4TGCvZyP*+{o28h!$Pr_$v4`c^mG5K z1DY>i!<%W8zJwRih;tCe#fHbd95rg~do@BME-O*%6@A#c8(eC^VETxNa(x9V-mHAH4SBjq zP2~H#+uGy!^B=D~`#6;Jh~x;$lz}&)&*QlDDA>h_A&7w}AKE=9{)|ayjfIbCuCMnW ze;*Bb`}%iHY0$UmlUrl`YqZpwm6bGPHR!$HCE6bgx_&=WrRJWWARd$K0Ay1)X=RdaJNq7ivb!rq z4kwbcJ5u?!;6Jz&zxESsM!vAN2pNab2XbM;SRNwR21p-IiCTXQ=^h*TwNZ-K!~NKN$y;XiUHu@OOLsc?5@>W)(QZ>j;6a8d42S%Nst za4eO$Facq4R~Z#eGQPF0<(mi6$RHR=y&%DoQh1Zj$^n&OCVswTyh%DfeQv*ta`+;A zeH5AgIVxfIFy8IHfyifKvel9(cc6U6)T1F=4f&Z>tZccv-V12i|t>4G$QNDwXz;i=794Lg06G){5YSa758N6T}nTpD|+ojS5(}s?Kmn& zMyQlXsu98BC@4t=E$;pdXci$Wk&MqxBNQHADF>9LKKwZGT~*RcH9C1>^{(p`oc|^ zYEna%JzHx+Yyw`k&~5EppY1>P@mS46)w5Im8~?@p9mqgF*mERyf!s@bw!6W@H$HgJ zh3ijL-CVkH7MU;lycj+Z)pr=(#n3E6R3drd1f!D=u@-N9N$NzJE)va?)f)_34d22^ zHwF5}?4qRn`K%08xg3eDO?p13xreG|j8Wvd5H}e2Ou!K^M`D4WpVN(ddeUl}*&(wO zORmJK#y$0EwH53^lN7SP@_3S!`J)d?8b9q+7mTBEj$}`&tyG;IN&-u2{73o74@V+) z{2#f?O*Dm1e=Ja^Z>}U$`*_!)F&y@BrEL8fM!b35BjZXOf)?iuWXN)+p2^@`6>52n zbQaG04AboS#ktCv+ra3gSqb}eY@`)PJ()|O-SEtg8jwezz9`&elpsbT3IBvOa^K|5 z5F|0rCQ!BO?r*T1=Pk>60-<&LA>3+i>z+oH*6nR8SWcS97txvCjj}zC7xHT%rB3Vq zA>>y~Dm&Uf+;4mAPa9Mom{C!`;<;fx^xa!xBUOIh)4|{&dULd$At0^SadXt*!H|`u z1ok_&D|1D7Q_vt!Ao}T$mAM43d!GHR7d$_u_hPfQoWUn00v09Nz~U+T8y59@cGObT zW+ZB1*8Pu*gNRh~kx!8)j|DsmY~L%^U{wfbX!;Yi*bpHm5nml8QMn46I$m;`X``DV zE4=8MkvTre3x&1Ys7#xShX~}|;am82ImMg-QC1wS9ulzqyt?7}}z5Mm;^d+c;) z=|NW;o*`Wr`Q2My${GK-JkXpj41D+a;~i0g737_Ll6yqmiq^kBYU=a#!oKB@tK}Hl0N=3JvfryEt>wxYB$Rn`IL~|q|i`BX6KRU zfk^eojVVz=gs935%pV)$OrP2qA%7ANcHTgUTp>gVr$nNrs?pe4#yktDo-YYy_X~qR zkFoTKv-E7UnX!Uy9z(w)=dd_PLI~XNKC!C0@|yElnUR=&uqh&-gZtqgN_% zA~YruidC|9EIP5WakmV8lak0_I~gye^8+-=RT!L-$ZVTKVN3Ov7Ws}g;s;1E$HIca zHi*_Xh}m`@^gvYNSG=gC0{wMiEb2$B#~Aee7<6$A`qN>(+o6zm&W}T~nPDX*BXrTC zmJ{kg<-E~H$7mfJ1hb$o#3IbYcEjIUrh?@EqMP;M_EfFg$-&?P` zSIE}g4Ctmww>0G!q!ldke$73SI2KeH7Alg2~_2Q-B^*l0u5gj^HnlR#3*AZ}%-yfTzkS-~jj zCFkI!^q^t7O;DnZi?WapC#}_>f?vJ1)a(~!(Y55*&o-CZOf7-17wJChHKsUW&WBsPy!@1t0ZGl}k7a1Zu>!-cN zPLER(T}r)3jwMfu-CUdQd65)5H3(H4>}IE8+@(dIfn3i($;G}h>z@LkkvfJWTov|e zW%km#BN-+me!ucwYMR&B{{h?crWkB^BU_d#?0GBggZ5=RI!?TTtu=zJU4z$)ub{(c zv5}`L!RyIa-NiKhB7z!DmR`4#=t>64BLjURgmw`^3kacQgwW4~3jTN3-A=vku4fWL zRmnj9WS~AWkZ(>upR=Wl!y^|V4b_)%N&8f+oP7hS5UN506?bmM$|xwYXHqljQIiM& zpDb3gT%qW95#3<9!nI!E>xwbKDTiFApUNV0rF4usv6MQoHRTEydWH5CV?0w_N+N_M zbiz8ZndJ)p6?M<2E&)@9*-llOA{}Znwa?fjVdDI-?F_q|?Jccwkh!BmIH{5_Tvhlc z!EPbTPWoA>vhYoo-5+IPpJIaSO4f*-5Zm+KFGGUH_B3W}a=qdb zy<7u=3br)X!XR#1h0H&xoiX!2%{V8%3;>=B$8M{!3QTOX6J$cW)U35iv~wIuhXMS9 z00kR5Ut78hJG#&zz(4C@Ahp6j{tK;zppS~QQgK2)jJBU`X^D*#bkfFThqse#ypK`@c^1 zq)ztxJC9v%4ySl#QgV%K7))$_atWP&1I4}T-elth37#s_JdG73j1`QE7leWYsUH2TZMJOs)4#t&bYIZP{73=&h0T2$&ehA2HWVH?>?hwQM(OuJ|wWKie_a zD-_Ad+XJY^BGL%6n|ygm_=N|}TmdGoq(-hFLsyWotD3Rv!q0`~UUYl?CUgRR6x<{| zv%h#CziwlM{a&{wZ@n0;uo>N5%!RBGB&-&!F@EgwK+e9{<4|S2I~Cf?6RW6C7n;hc zPp4S}7`lCF;wardp3yY!XGC2EFgJ08)Qy*!Sxr_8{&)eJc~EE`Iabg!P$n2xAt;(w>pwK>YOjV;=@WBgE!wV3nK5c_O?NPO8T9qh1Gd<%p4QI_u1@KE11dTz} zOOEQ79N?F(7L+c=a!%D_Hq{>cb9W^Kn!dL81r$cW#ZD3Q!PE5iRbp4wVkIF~(r1x% zmn7>L0T7=BO&l1)VvK)jm^q_y4oEOy?Ht%zJ&_C0jC4WLfyqz0hM!q44&3ha9>bD!8v$h>GuK z7hcT<&1HkC)D_?y>)YxI*0=6^QQH2GLUSL5Bwd6ghm>#EYgL&g)URBHu09IE7i@AG z2gMZ$2VS+j;!k~+`RE;r!c?RJU1AA3SSp}`zAFb@E4W$GsH6AgI2}YM_l6U4>WY)I5pZz)b6nD z57Z@naPS@Q+irUJ`m!ez?iW~KC5CI}5kcT2v*p-p^ZZxo4%>8Oi$A{GD=l}0IW&vY z5i0h^)@xD6APj1azYtfjn|HoWrx}P3H-G7_LYh-?6LIs>-Idgo;ckSr{iH{Y}befqc!12$O zgQ@z<vq*W)m`t0y4<%-%6*_%`es5; zoa0FxC0LV{os6#Jb!!d}vbg)5Bhi&Of7%*=CiT{@Hi4*PBU6fYKlAd^h(2TqW~3aq z`XGrFVa!vCHrhE(0gtTDd(C7#lpC@;3;sC}_KTM2N^YSeo?O_{mau9#Ou%XT?rgDa zLf^x7Wse)f}%Gq<;@ z$wmqE<0B_g;C$9+Ew-ceqyg#OnH@KA#J28*w}*`s$}k{A4O_kz31)^3eSa_UlRJ8S z=zFjPgT+Ic4X+lBt$~Kk;|ou}ItKF>(UH51{_jG#qM3t(*(_iWuk=GmcUVuZRv;l1 zU^kom*%0&PfhVg_k=3Yow5!?*2V8|3DUT^_e=ANc$c-Cbv)+EZFTU>P0UZ(f8*lh# zl$a%$EuEdFm>BAZyx_c@%CXZ3TwbY~Kk+RyH2g6J7<0&T_({4Wm6_n6rUo!q0#ILF zX)S3p59v7O+Wb@&n&Z}-eAhZ?JX;X*#P>@kJM*^5En2d6R!5pJ8j_a2VT;^*%1I9% zqCeHIKhaQH9**wlNT=MTHJieWPatrfiGLE2yR-sR!Z$1=Hrg`QbzqCF%&XTU(_(pG zw?AMv-m=hw_^pXsdigB&7a53>o+h{NpnA~F@=sc+P2BB;Q1?^)#x_-<^0zU)VDV~t zIz~FC?fyYkGD+?t0ejnuI>{-+WT&9Dy@@&i>kF7ewp~twT~3Of*U8yIPNrQ>wjHUO zFu!}p`7gkFh;7e8NFIcA{gQP3Gif0Z8h(=(C$ilydMX4G z&4iw0Lcfl4Pi*HndcBv^a?8weT*!4?;55(I+SG=g7k=tJ;2jp19TtB%JV3s~JmmIt zq~k~Q7Cre04k7zvt#_Yw_vZT;s(0o1=Q@Ih zv-+h%^-KQrY?~{(^+XY9p)<&S`d&I{+Q|NGl`vh6@Hm22Vh^OS2ZHW_7QCT#dmwHd z-TZNK3%cyist$|61Km?kwCku%Lm%TML+I7IH;#+Ybi%1X0x=E8_=zrkSvdW}(CH_P+OlRA3FGficGlWv!BtyQAqTOb+s;mDlMXn!I7OhT~{ zcX?4Yts0j7?SfX%6iEHhIp*!T%JtOigW~*@fodHNu<}4YYJdEPM=@^fsJinhZX~Mh zs7(vfQo6YYlRNXA#67}=xV!Q1@>m_0cuw#2tPBfYz7{3k9qa5#r|gim>2y=~UuB%D z-h)q}uF#dk&!x;BXLRc}i*M#Jy>wFaffyOeT>@G!PA*)c>q z<&yTrtEGiX-GYF(9lMWj7>;3&-78PK$S-#(UE8f3*isxsyW9rRaD&^%j?C67H7`-^ z^eIP+bi{HoovtTG8^P@Xis|x`QWe8@1HI#ylW@65mGOS)W%4(to%AWV#j1U>A?XEp%CrTy*^ z8N$=Vrb<|b$_!d4UMYFAh4MG+v{+uCbUSvH2|NUk4YtB7Z;$3(w(Hr&50*`3B!@kG z+1Z;<(lKcOuBg%2+zP|6y$at|6@Hks?2Xj9!FJ}XpY2-oCa>yj`j_e@BO3z*EAUbP zVJBpkAMRepoVG8EgsFGrxCL(p&2ujY`iP*-!8M|<&l;vq%Xb~jYY-NiBrueI`ZDZ% z(`PZj7~K13=SP6aFED&-Y62@^3T7Uv2Jox1T`g5AsBk@D*1#f14^LFJh4}d!H^DC) zMXS=mdKV)Yuh)I(1q)9G7HGo5CB7Xlt(ka! z3jEeNsWBe`L!gjARWE__zztw~K*_w6ff%``9^&uSw#Gn&Mu%yQ$x+a6bgQEC021zS zH)gIYP4tmF(yTG!U2wSYCkZpL{I(;Hm9Lh}<~_+or>*QAS37=F>biDs(tM_ue&kj} z5ABJbE#|lSFAS&jd+$~J>$y@6_Nl$zO~1Ays}wWydT3o^^tvj&$qYF>%LF#9mQ$1( zXgO;C!BBIuX}uWI^^2c~H=sJ7hr zfIibLfWi*~P;=jr`cfB{b!pWIJush z=su**rT@HT*$(_nv1!$gt@N#VlojedLMxOKe&$(AFx07`e|UD5uuy68l)l1r?=k@u zIm*COk=%lws`;v*X%TlOWNQc>ZRy?X01}F|wQ`JI>S0@^9(FWD^$wQ9bu`YTEM!xc zGc;w&v!tCYESRRGI*&cezawd)lXa_if_jH5uaN#N=t`pL@+!2xxZYS$MPS*QQ>uFQa zkCm}Tm9eK&(8|hKgaO7gyE3#FZKxE7avvFnKuUdGw>D)_6@$Tf-xrV*L&1mo@QGpH zL-Z4WjiZIw1O{Xxq~tWK6Ua0sHL^b;>=(6`Ydz@|a&nYs0+Im%Nf3O|{vjS^z?f0g z7Z=z|+VyPfwOmEL%dL!Nl&WYO>SKjOy7-KAvTra-4U2qoDACuwmF0(0bCT>l-pZUD zmrjQ3JQC{M(18h{tAVOcS(^3i8`!m`JcG}9@_s0#kYQ{h!PFo6lPwT-8vXn`@GS%t zu^brp#aF|<8Ti^Mi%94-2kx81Gm?r-%XuK_~N!29~Sg$&Mp@A5lJ z@>B%8evvov*f@QJyu2w8D7MggRhLyb_Wtbbh6M#M?IRWh;6XqCK{Tu0%75-RwGy-h(PfowXMYJRO7qt%vk}wS2X3x?MP3=-(NrTvy>fukp6YZl zom_|oVNU3m0Do^3r_W9FmL`_T`)}6nCXU|Q1BdBnVHJNDEJrQ|zsDao8%g@8$ zdbdM)heat@I_fjq+6xA z@%OsrcCO@uwf^#K@mwOgsH=Pmi}AOzMT6BXUj3w{ngu#h9J=UwM0P zm;_(r%$GaokB%xfE18?F$6)B{R#ogp)!~jaTW(+;82?Dt;miLRONFk2>1xw(K`^xtYOjG z>DoGdYtT<=h8~5SVIH!U28&i`G?* zil1HPld7>vK@58Y4A!nj#3(#Drxz>oGhH1tAme9h3*E^IBwU#Ajlu-IfMh(losrRo z?`?W!9GQ2j*6=cki8pH^wOUdeJ0Raon3`6UY@4duEk2g>BvSCzQ3!lZ;yq)3r^9Y0 z#IEXDln6*H8CT0vRdwY1SXBKp{UISI&3_7kIAD`gzfzHt(1oYn2)(++&pp3WsU(u7 zeW2yIjS~Q+QMBmsCl7C`v?$ah)91`@6T_XQl{tp_Jfl&qOOEdG3!D=xw^z5js% z^K$!|m(IeS|NeIXdc@!C#;Uf|t8R5I!{=g#h-EJ?)SxXIOkNp8C z(`VJ4lan4VB_X}7)1p>GI@qtC+8NoK|nskqUyr7GdUzbMqx%&OG0`qv#v zZZ?HM0=H)U?2FWT`H-Z=dV_Q2S5-b*&68=Z6x?GJJSRz9gE|&EZ12a}b?ey_>6HHm zIeV)5a4H@5fQ@0mti`|3Bt@bXmd;vV_<5yNB zTuE!xf8usYP|{~uUA z6eF5NJNY(CMc9#_ulP*OL6~w*C2;2%<0jhS--P7iroV|3Mc}{5!kaET0(Wf+ zOrJef`A#)x$(?2;WU4Uaz@15K0Q>B`A$c1U@E-{I!xq)Uv_SiwVBuA~Opb|77XP;spwn0-->$BEcO}iWe*H&_a>o?hxFa;u1V~ z@IZ*X{OyL9QVe3G1}csG~zlm>Y>>-9P_ukqd8LvRZ$Y@k1^wK2;m_u;6sj)T5FwEN0wo`!Lm zfl(Wu_6t5k%CjR;X#b4vSbVNMb^NnAo8&ErbPmH6{+x=MbzfxW*&RhrBZhF)<=5Ni zwg2Er;*t~M_?i>e6iAUF+l}Lm%srU`e*EmasnXaTmN1aYW$i8e01ofqk~~TCOM7U# z-QfYR(O9zyw|O)f&D=t=CHno~iw~PuJ4q||@Yb}_Nyz!7NP0(}#@Zg|i8)y+>=DTJ z0a!e+A-$tTW37#|vX-FK=7H%z%9#e)^>2d1uMYw_-%C^NZ~X_6ebY4NYgB&To;7P-Gy`cvCus{ zQTS%+F^S2U&#FPaOBQhRRENd0bca0$Fv2yzw0T{pu3LmsT)m`~hNJuP8ZwMYocYk8FJ(K+^zTW*OkCt(? zf#0+#p0K@mlE?c(llg_F-Y?3)*Ds47)Db-Ts!LI%!2CX}__fJ{z~&EltWO@X77;3v zK2g-62xol}p3D0}gZYJq9&_kx=FsBT{DH6e^#Wf#2z*ui;Plah(+_y0Pacu(8u+N3 zHg-AY^?`KUoSpYhIzbMemBOB`0SdE@uNkO6D(pD=zuP(P|0?Wh;-4lhVUePv&{rN( z?OvWlQmMbt98FTm@t`ZILYjxPS+Q#`&Pj>=A~F~|bLf)xC)0R0>L0RXVSQutb(v%6 z-d@;1M^lX&mA**i1?H#8OW>_ltjAxg=4LYnNtxyppz zteK|Dbec?rL4r`p#pv==gLZzm*_}PHFC&}`U-Szk*hEB)W)08_)!xo0)xuUx;TbF$ zA2h5=y&upsRp+gahG)^mleE0LAIjcQ`G}e!p2k(gTz3mF^rMNU>WgL1qJ9F2@0*sT zl3_n@5jw5+eS9XqQ-G;}3!TwV#+i>1x79|+au-*76AFee!3b|dDYS;+OHbI%teZ`# z%K`D_9}QNg-p(Q@g(y7tnD6yxC@W+4zh+^@DICooYl=Zq zQ46}q<^Qf0LlzZU-otHD_C(qjbcpUU>k5gotk=cuH5#WbC!+O35y-0<#QSi;G z@9KFQ(o50`A=^95(7lCo`j$1>8mFarY24zgA4B~+J&#%_QgcR>|*YLwmv9p>n zE~779;p&a51qbTY1tRw=k`Xf}6}r!`Z)Ujr$DW>jedl;&gBT$s&tv{#gDW{^Mc~XPYL87Zdk=XCKQ&Stx7KG#NKI*oUdTTMFwnxUMT93{G ziQE`y+2@LrQQU%L++@+2Yqn{5vZelxd9DR(!n;L3~pSO`)X9 zmaVsO5{m0IdS7i>-D9cXCr+R6Y&6r(y0dYks@EcvoY)!m6rU=IGM2~Xysb0$JwuTR zzFfj}^BY~Zwc{t(@|5iJ0ZapFDJhAl?2tTyue>$Ax3_kw&kPqPgy=L!LXXS7o1Zbu z5euI)4`(5D@MKGv`Coi65P06Pb}v&;v}cr8{ub}u|d5`|S3G3%~?BvQ_e+it@eZg7uqWm-hDxpHpzAs862m1>!gK;?Je>^Z%WGERIRvgg#+qA+sj8N8n*ycYVDI_G|L zO^}qO0^EK#>zRMGnJ3Zw(t}TRg!}B)4c}cqz4-`wzjpeok&6YZQk0mp_2WO--A7@f zWk!&sB>Fi%s#K6|eD2HV{7k5Qz7EgI(>%)-t!n z>%>XmDm672EwtJwwz`}3Ir9#Xq%H_@c2g7ed4((h|F>|`G7Z2Z`W6-cgB4lCJL|+x z@(gk(Bn>Ks_>LQnzgjsW{tIr^hj|sYS2ed!mIY3>1y1tx?#7#6s6X51SecGuwC%eP z-Ru<2GYXxQ?Y`dQwwTjaisjFpXcRE#xAGNkMOH^L65IUz29XgsamRxmr=N78)wqEL1hGLdWMs|4Ve+H zyF94Ut$*BxeLKn}fr|-a%CRL6ln0tu^SQ(@kn; zehLC=?2TJB3P&PV{b8>LkqBJq2{QuJ*}~Y$DdhfrD!=(a@q+Ne_6OrYE zp0^t&fU(#hq77zNIc{;r_zhxX}B|4v@gT;aupRsHRR&Y`2yUOmN zz{Xn5gL^JYe7o?LvD9)Az2>nVRJjO#OM5GYi@zaXSo0Y9u9U0hfIFvB>w(6nds8J% z$4}#wyBwgF!pyAPe8K}Qat;x~9*wf!Cza-GEI!qqes;T@D{F_IHS0}Z7K3Fs(LQ~6 z&5muSVB-cx4H0bdfkEukO&x-^m}m$4MDcR0&umrt!NNn9xtfeQ>V`5QRIGDsc_=wn zcsvl2we+F^e*^hCmmLx4tVEF>-4%GUKe?^3X9|thf zBkD|3|HVs@vd~Iw$Al~b{(m|J+Re?F%>@MaU~*o5)z*-ZOKI&-{dlf^6=_M(f4~mI zW>twj7A`gL|1F_{rBhvJolBd#8wgI9HFtf-st_nGwWS}llr?uD5Y+PQ*d5dll&o0C zj2$4Y;bOiMYb-&^nR9lb=bteD1?xYvqD>rxZP~)xRv7R_=hh^H?xHz^QodV2u6#{a z<2|<@8uAWXhI|TjdLvkPsB zc=lW#q%Gld5kBU`RVnkz=mf7YuN1GG>(uMSSBZG^V-MuUAB@>Q8(}YgLaeQE9YM?b zE;xdlgpE}3rBGO^nz4%U+Yv5DPDc($Hp&;CFFZ*+$)L=~9LH<{Z~55+6lC7XsPl6s zlMY8v^zfRCol>7ZI%Pk_H-CA`Wo}}(wl~{h8V)5LCmAOLyr7GC*#itu2~UYQ>d`c( zI+fDaI%K&by$y$uB3>X!5oEU!4}1E1xO(1f2s#J9Qe|HHMKPIfqfpD{5-yYba593M z`A4{bqCqa5wtS{yA_*5+Texn-sv=V^U^4ba3#z}y?xn{cFt5-+ZAR%4i(M`2Co+d{ z55?zk%5Kb3BzTG>lOemRZfvUI3E{#UUvjCOc_%Y=6)reXB-@G*b7rCNS7EPWsnv~N zKV=CeVGGypq26FMml299Vi({ncrhKW7OoaC9L^V>rbw~QQcM8UR(KR4NWx*R_`Qf@ z=Y?woUqngxO^;ZQdrxcxT|`ENQN&U>UJpZ$Nl!(1NDnw1KO!umw@1fZvg-TCx22qn zY}w4&?AX_(99YFtwrrMc4y;ls7gp1rS)9Zu9P$D{0w7z8$m$W;aL>)2S2*OjBEhk* zvaE8fa$S+(hsQ=}g$MPRZ9H*Kw3&N&hfqYcdJ?aVFm_1Fej}Pb%!b6ZxjussGsjCE z4>EQz>Gqc)?zc`noY!pG!Tm8g50d>h?n5t)OTe(43+w-7CuLyI1`6 z!>Z(KvZ@%bP_N``x~lAJ>8ikaMSB+Pn^whE_5aOyPXQaU8~22Q>lefRZ&mYuR>evW zAlx@1!M3LTf73rEBCv;fgMLHCT+sQxP%yPp6tfb^|2w>L;~P^`<<;2)SOho(*vgr$ zNcDolia61V&q&z26d6txHk2d3l~CS4kNBT^(C`At^1p`4|7oBUEZX+6e%34YXH=^j zCF@D(VG6J7$q9Gw5$UOk{067Ie>YJ6ELuFo(AxZe-G`8w6Pxn2v}afuV22O;BV{jC z7lCtE6}aV@d0mf?QQF{*6!ORIe+1V#@NjB`2Cn5D23dfUYc)b6kdD_aN673_yH|FH zq^WcEYr&-P%O!Hkf+<`;Mwi+W`RY=^#Ia>aHh}MGfT7v`FyUkhg`;YQR%O`v6V+Fc z&$RGo{A+%JP_o5qwQ)e|t@!AV1uL|BwZyKw^k!ySJ!NlS)_g!SyMt7sc$lwaI^*

ebWDW5$wbWYi^WOV?3}8c!iAX`*PD{1ha@P9mMgkz3Ztbi+HV^D zRVgKN4-SV|+#($(l9tj8(2F5%Ox}n@ z|9<9Z7X4Q3%6}U3XHSf3#`|?}`&2oG7CSXtU#Y~l^4zJJNvuuZ!gODTX(A`RbYbA4 zFuBP?0sU8_5GdB>ktf9z{^v$7p^n~k2KuSlWIcH{;81NF_hymyMQqER2ulb35C@g+ImD9RU4FInxgZW8g6lrwG@p* z=3)AEaJSYH!Ns)r&wxeFhP6VC*|CvAhHW>9!(z4zCZc1B#v>`RMI5;~8;`5M5R+Ie zKPv*9!s|m^b35xKEp4xod&|!>R=(k_eDj?`x7kV$YdIgqlrBsLz<668iU=R_LlmLl zMbOz#($D-DsDB)+!L4Oz1AYX_g-E2S1+c)yv{+&!tXuMLMsIN$=uUqIpwoFf2hgdS zlW&D-In8v9So07B%h{niUOL0)3Rq*cy{d&z##~99K18mF-Y#w+9pvVIIv74Z{MB}( zjssgyAeOd7q2Ti-Mul6yr8iLU2HfEVrgcxuGD$6vh9+QD7*p^68tRaP4hvYipsn?^ zHTA^_uT4O9`;RhE;1=|gHAxpgpktUEaP}DaEw7^^uOm3G<4;}(Kda^l=YBX7DUfw% zlF7L6@vp|;d%$aX`9pgz9N;F5>~=dXV52A7TMfIh6Yvb;Ok~8ze`5-D9!2+Ame<)2 zLW~Qtt^sFU4G7=`SK*vjGMq0nqe3v)hoVX$XU|k~_L~(dZTjGi2xdfYYJB--u zw&*O@0f5@;%TIxx@X7I&CDX}qlbyv+4*1aOk7i1tP-#OWKJ4+;6wIWV0j;{&0?dZA zU{)xeTV6LMh&3#Zn^;D4MTtT@)9jp#&LEzxVog5J94-HLMQvX94jX5bU^ZX!>wT05 zdRHqMpf?8>jU6PQ@gC>Ua%d|{Z3QeI+Uja_k|I%~)Tw!%(NM0mej|$WHcw%y9R>tk z@IE9IY46AZiT-&%_uaHj#nvuL1hb#Ngv24PD!8zCSK#-rYS)cUL{4z~QcV>HrYzmZ zvj!%v0(OR$M@`pw{Dr0+EG-m$R@eB(Z*bqjc9~9IU>-7JX#?)}f*~Co2SZoLigHUq<`;Eu<>%d<>g$EqpbY@wRb`s85cv{$Vy4zt)jBbBXa)&fRN@d5)20e^xfgx_aeZ89;f7Sa{5&n7UZ<1p7tAlto~2CROx&huZ$Rde+q>j0%&w! z<=EIBc5I|}qAP@~PVS0}S7ul|z^^SUqU?J#HjF>U#aR$dpuU;oA1Mo zrX~#nA~Zn<8!hjtfE*g|>=g#;2?lBvliRwLz>t+dij}~ml|Y~y{%USHhJ1gXE9qWJ zKtws_h;(g*bPYqgmPfh<8Wcb?JtysfjQ&AI|v)cw0TM>1afs{|6(jEco6m|(JT?SwA$YT??4KG|I4!8AE|rTrJi;3Zhxf0@r`x%jLQ0fPfwA=Tw{Gg*N|wIx4w0V z?q4=4*{0ng3)|*1J88bs~ zS(khN456nK?z7gEe8%sda!k3;7!?&#np|e|YD6}>w(wja3Y-|VRg7mf)(Zd=CWQy3 zx7wz%>>36u@s7={AI!)nq&J zso70^+feF0WL>bA7+a_|_K(GY)U*DVLclrX+wnC{%mfg#$@j*s(pnckqukd&xOonu zjYI+VK`>u6GvKM7d*v^!Q0E@pJ}CP5a%rk5MmDcQ`>nByQeZYVdY1-oU{X$CjJpGR zDTRu|^GW9!Ql@+jm@K0=T$>lmkgUE}^#O&kAf&e|r8Zid7v;_Xt?_Rj$+q1iwpp@H zq1ZKb%XBroZ(jE8lBD~94X;uEz;-j#Q|Y!cgsMmd*4P9-frn|(@-Mhr1(MEMo&@+A-$2kL^-e1MK>HhmIxj|5IQvo z;Fv})Ey^UzUCNrW)9i@oU0JYoc-;SPN?*PPXC3~1KyE{qu0`=nr_j{k8<|_PJ06OP zXembsUIr<6-4gm5VXfhxb#5PMQB&mECJB?g#EU_!U~s~xUJV^puC?2;x~nD#3Y&BA zfG=zy7pZY0gUC1=@rKpTeMb_#f3((#)bLJ$f`=Mn{4lqr;810t;9kXTM<#NGnDAF2 zDHHnFyl}K|oX!jx(R7fQS zKk)VW?b=RKNcB}jt?}$aUKdwLwb4-aEkt4Dl=wMM&r2y738(+$yM*KFxKJ)7N~vuJ z+2Z#lUGGJUU!WSS5yA5P$tEok1;!#==`N#bAD>`aB8TJ)naK6h&toh2-4@TQRb5y4 z_=vJl(7Ni0J&8^PmDHsa{5Ises=fR#CwA~}h$irF&es?iaOMw8xa_WxZPV(0t8Qeg zzRi-bkv&d-H=p0S&?OoWux-M&B4~QlecQx*zhswGcXc&|d?Wq?5CzZQX_jmMXKZ~i zOqg}G?_S)|7*lpEXq$RqsX)Y!@54RH1EXpXz4BFLf2@yMfPWpzF7y(noz)+LY)-WW94cyzt>N6fr7s1BEKNF{*UR0-81(+bt$_wg6*1NbRHV?Vvdb=UTOuac?i5@69#`7pA^+gTUHQe@aNB4S5(g{2{pG5r z#Sbf!sSMTT?xaSxHoAWN*-w{_!~5wPz0N+=6dDakTYnJVz1XB|HrM^tAY@lR&58u z)y-(1*2z?ZCE%r(eXN7G{V+ofS^W~(8GGyOJHBkEXLtV6d9jr%b~K1DyHYgksFIiO zSZt2rhga+GchN`ondf13X4<3j7p>D#uax({*^JO3L!%cyR47<+IK)Z_yXa4q*L`1g z>T-{|5dm8mPbn@$3%Ta%&y&Rlch4NhS;53qV86Pj&1FW-mHzZTN@o%kz!bec@9v8} z8B_6MAVPw){&{ez-?x|OHeZz_U@$(KU5KF_3sV#%)#_{IoY07W`q*fnPOf3xWX47v z;w4BkR~{1D+p6CIf97kU|6U>kKw5Gx6j%OX!87ARPtzqdEti03@h;n+Rm|y_%C))F zYhZqSrE#e^v+E3?cCoZp60YglG8QJ|d2R1Mw z(ddhzmEu{uoal%u0hGugu#8-R673Z)%;sTP)I7&pk4=zqdThj7Bsag zwTDQnrBYigVL#fAyJ~(1dGn`@WNP*PXf}!__NK4Ur}Aqn!&SQD^lr`T?8Z0JhwjZ< zf*a42{7}Ojq^`$a4HCt^>YGS~&F4&OD9$HM3TH3u(N75tt6tAf`7_(=ow#olJEh%w z$Y*2Z%&joS(r=CnUKA>B3jZK~2hdIDs_T=`d)4V# zF+IKjiYQq5#Fu)Z8gH8(Y{xd1;@0DE+#22=^NP4RJmA4XwpWjBR=6Wsp_Zt>r}RZ5 zK!dCPhHZx6t50Q|R4l(Ww2J9f>1k9n({~bUz*mk9_w^#7uZ*7djR_;OkHIUh{4PobcorG~<}fzNH6&_V={-^2C)8!%mdqc?SoN3CjzXkOWRJ@=?c{I%#k5#> zh?>=pUG6vN`c-#FCs1)QA7_&xd(v`TAx~5$cAQ$J@}zf1vc8Sbh2+25nHBj<2Q9v{ zB-YMRU5Qzj^MBEyYIM5zE2r<=yEf;eW4M-4moz`PRtS(nGzZj8MK%cx+aoR0 zH}&fZ1@f@DWox=#vZ{9-88>>WnKT;uUs?g;AWH~1s$L$a5HLZ?*;&x8W$C|eWo}k$y(iv9K9?xvL9+QtNP0{ zdH?uxfD5|3x1b$l-2|B~>{xd}D?g=TFl*rmjf|;GGwrP+SM#{%htoe zFn+P-oQS8m`}sMi1ZO3K5cvSWP4|}F0B!^=F6_s(4H3e!x$uj~fYT;T+)b^zd;uaD zxN&H#Su@YDIm)?g-M~y+N#_x@DDZ+kho-#+WfnfYtio3)C8IoGVS!5 zRB1`e`IA$(T$}d?`nBmV@gUB_Wl{z3C7_GxlOyW%?5^f4K;nqsZ`@^?X%+4r`?JBf z=R_bj^*rY+d=H2j1hD5^hyT@@^oHO_rUP=xkaFg3gQQG8J&DR2WU;AOiIkg_9&`u{ z6Yedbf-^pSvQ(oLs0%Cc!ivR`%WL8JW%sL~uarkF!=DELhPn2L&!paR!K^}508%&K zDGK~t{N^YM0yzA6HaRdneCj|+yAa9o`MU$T(@fB=e_KUFW1SvO?cw7a@n=Otsc`_1!NXXpRquRnIV8yT`1Uv7sJ~?N`tPJ2uZWzt0;hvX zJE)yf(K+8E)oJKmC^u#+FsT5DNnhvFPrphMiWZa6yw1_5<=MlHT{}F5jh?Guebb;l z2qW8atyLhtx9k~q(A07f>Xh_%&M{HeAPpt!ki=sOET9{>MhFGG+HTa_X%e?g;>oc~ zl7xI~O-9o)0uU`3)OVs~VA~&guc;N0EX?E$lkN1n6B+`DmS(*Ap^SI&L^2-}AS)OW3yT%*+lHTZS<8M!wQNBy^9mqC)bp1krhOfbU$9*WYj37CXQ(AA zj7e;~te;xoRO<|_Rf7h|d__e@{dHi0_4zCgqsXuX4u3 zD_veRo2_BnWY~L6QQmU3eg6_pX6#11EuUThS{c_5=2B7dLX%XpsmS`1hE!1BJD3@^ z3ut123X4i(+`joTQoCtUfC={G1o(~6_p7&Q zd5vVk2@9wkg&;Hu?m(*{K6vDr7fp9oj&r+RTI@*+qX>*ajY$M1HvSXL1=CvHaqiag zS>EE>^ObX4)E;sr$pH%Y`ASWz1z;E@E?;ibb$AUzCN_6aW8TX>vHr^!rZleECyhJ} zCuy-62T2#&j7)6MWO#zmJ{=Pr@+`-|Q`Ye;4t{FB!?nkC>hneYcCi13kqwf*x9w-- zEgKJ0dzvD2((n-*Bm-V0I|Obq3~=~!oqgw058z1DffmY{4Y8bB%bB4PdU7s<{{m?& zfJlOA%`Rm@P~URDj9Ios7hjIxB^PW{cW~Pmt&^?Q-fta0jP$zllocMu>$ac`{if%F}wxOCQ5O&_sg+TDS_o@f&cArlQhiQ=AEO-$~VN> zS~sB%mLE3_;a`@diVx@s6`A5}gWT4>*#;Ru96L6UJF+*pk;DuYW^M8U8%%F%T}`%i zyY*!pZ@WNR)y@_5xvj1Bxw&`0yFaMXTZi6nXNx}qx9cdZZ9n|ef67~NWC~h>=6byL zKKk}!@jk{5KY8wXX_0J6>s9HG#TwMybKVMu58Bd2kfUGs>#S4evUNee<@KF=kgr+>|hYg35`Z;p5-LKl-qxzSp34nL%D1fv7^XwW)X?sItMLie>JI?HT4f8%z^mCQcQlUK z2BmjG?;xYW`VzHsWLVSg?Hf8L0Un>f+e$OOD+>Rw0Pw%Hio5Ev75`PQFuD`qkN=7P zHX+q_wFCxi#-&9T&yS<7TDkIM5yLj)_`-|l5;RA99-IoVL_T~6$=>^|{7|O+bgX?z zb~#Ep=ErW_Q`zt%jp@Jx5=U^e>l@E`hQCn@b^2Wg>9k03y7MVVos~GJd2QoDYgV&S zVc|meel9MHs_=1Dua&`%BXk~fy$AAoacfS(b6>*tRmg1(V=6bW7t1oB28QbI>tBk7 zN{ES+Hu(R&V~L@f+keV{D^iC?%xH?un@O8VsJ)sE{=@Ywo%U&g!|07hqg}4T#fkYc zU0r6Cy*0H-(uTg71S5KbpS?FXzEwVIr4aiN^)p~9)m3!;i<@@^Ebf-W^*e#PG@ zo%m_wJD=o3;H|J85$7Z$8_ppFC++k5lgL?7+4QfHi~ea%$5Y#pDH<~OE>>;ut1@%0 zw{7bepWH*IMg%il&1u%kHXKpE$I^sj#W+Nr3%n+4*_-#Xv{U=U|0ez{2#sjY%Px}m z#88(PSG0FH*eF4(CEYOCB$Uvnuo>vZ&FCEZDVx8&2t)(xE4jr7+a#SbREE(6PY66#Hajh;1JYjYT1Sw~s z1CW9142d*Uvt`2H*qk#j+gRzr{D1%@tZO!|VMJ>T$$cJ&4(LCDp8A-senHh;APl@s zbRf3_95`a{%tiaVtTZ(dfED`hI3CJ)R1! zg^ds9LzWc;F3*QY3;dJqcQPHa4N&8zsTIpmx{uF!#(`d$7qAgT?@Ck(wl(L7WgGKz zJMMOm&BZncqIN6D$xam{a7Z7QU>75j~UcJ2USs3#93y3C$bCM@nO1Jq3OSC`Xo4L$Ms}QjT0-lO)``RNb^Z_2CSDgq~R7@9SRs*?DIh3 ztzLJoE$JK2`ZN^zYV7Iul6pW8cL=dn0F|T2rJPxYEqMJbGqY-RKrIbsnP~8S>`$qA z0BC6Bc7EJVY)RdJB$pg(>BGC%?^>UR<-vTouH%QhC(h|&Q_mh}n+~~>4SVzDZxej_ z{oBXF`#Z}pyn@z|V`U8eac<&s5=DJk<#udvD2k1R&z^(z%@X0Q1DJnfq$id*NpLQ; z;5DC>-m~bvzrmCZEEQum-1!tl3l<96V0DP`^JqhsVHL9auWhHn6pUYk_2{%d7{2jM zwUpy3p|#|e93kXT(6b_oC9c_U9u^xtvooLhnpXLs`=Ve-^-*!F8B7p7Z;f}vO9-{Z z-x&NRtL{;Z4)oGvr=_8cP?C?^f0s0ny3IscgJx+_t-q>FwZsov<^AzzoH6+#Emuqx zYW;Bv>|1=%=YS{QjnQZR(o|NNolRd~%qp~02<#3M=@F|H8gK~NbmX%l_T-doZnDh# zXiwHKI1b*+RB(h!h#N!XAGd-$^P+l6y$0&Ly6KS1*pJ5J9Me!PpMw}hvO7M~;B4J} z`@G*LC(Sne8|k0J*!1TaqB%qx*a$p@59=;tyPOuBMdS;K)3)4&q^WCHx_MUItA6#< zA^Tb*NR+%<>t>&T%P8vo^hd5lj~4Vl2b&y3w}d{9ull2m_%sIUp`!a;_`*9=Lnirz zJ+G5w&_+DKhKvdAS(Q^Q2KWY>w1GS zC)$Jk>s8%_p^#lIMa{n7SRY+P^p%pioDm@6*V9k!lW&Hp2=)iz?FDV`<|U+P%B#L7 z+qtnHR{6&{*?iAO#Q%K6j?QBvfNCDtTj+bajSzC7QEV$uDkKCyf&GNQ9Vw-grZZPI zs;1RS<20ACntkzRId+*ax@y0jC^;_N7yiVj*GH3y?O*u!T&Etp=|CwMEkZ79ZAG*f z0Y*l7i!pD}9`gp)(axy{=645UqN=(Eo!B?1;=-e=NQJV}YA*GA`*ywEYA{xI{iQ-4 zBWHWoKL$R#)C0+{^gadH)x*R%$q8=Jzn$F7vmEeR&2mbFZJRJE01NZLo>%^+MrOle zJUd@UUea7?5c(Kf+%?a&d)}}093>ms;^~{rJvM*FTQd=OwKx4+RSw5AY9xml^RCS zf)5Vj4hTQ4S8iAJ(U90Y6%!^+NGJMObL2d0Fa7KM$>Mz|1s%M>Jg(8yI=kMQtJF#6 z3tmvc$Y$ofxi1VG!n({4u|FlmHNg+C@A=na|3#fEe|_NbZRt;cx`X$jb2V9|MRVYh z^QUHk`onKo;rLyQd@pJaUw47=%PPfst4(y#`rI~e`;6j#QA9kdi#KaseN?9SYB##M z-#5<@N+D__{XuN?xgJN56$H ztyzoMio3XJ!UIi^MaU6BBFnHTS@nb2M|{7)JwL;L=~?5IO*~p4Ff??)a*EUXh~w6IhZN^Mq0 zR4uSwBoq2#6h}}`L4bFVX}f~r(}CHMv6|(ae?qMY}k9*HgO0Xx)6%;`*_*ve7 z>ur`UF(yP~Zjq|YfQqnZ}^37F0JC`=z|#KKp=cvSO{Pk4~@4 z-Wvx4WHM;x&9s)E-*O#%BKYL|BYeDjCr0AOI~md%PG$3CyJ}Dn<&`aC%1ZOV);kmS z4-^r)?A_UeD33`*yw{?pi;Hk(ro&z@Q%n(&66YKq8^My;yaoJ>Mkv(XY9tl2!uDMzuV_aCu!D0fYGH6(^}avv@Dz zZn1~>8*mpPCz<}hbIr+&V2Y_&d>A>#ByPgj+3rV;hTtFZxRb{Tx~-jm0BM3t`<37y zWny!3kS?kV4s^0uFL=-N#loU4IytNI?izeDch@#adN-i$F#_z3xk>P;ZX{W6ObYix z3;EuiO;N_jS>cN+JBbQ=&|vVGJXKIQ>*|C^Cu>*x)10A5ZbS;uhBb zD*gL(C3@Fn`<7YF>%s*B2(#qy!kkMz_AEx-v%aP*Rcz&lp-*6CR;9Ici(?!7N_j`I zEl%=uD^m(#>>KJ?epGcZGMjBSw@@!@fRp;@TK3UTf9i)ffMP%W@T5t<@oPE5)p%J+ zNrtp%dA+yM&5s*IhN|}-pAv)H8=ErVI6T9Fd zSgC9TrRut;Al7jQ$)~zbEE2#|Va<_$(ocL)q@}3a- z{ZvmnYL!c!amj4I#xcyc!Hyej*4P89>fSZky1q3W3*%-oyK^gUJ8S7+(@r5~HxfF8 zkdV`gGnrdz0YBg-aMf%P@gn~uFDm7{?k)%4MOJ|f19yn0nO{TJjvS(4y0+%zcN9}o zg18WOh?W)F?Tn8*#Fqwq?pMPdGAD#pme#nb_)Q*g#|&zQlI97)#h(%%ieAs-_J z;T#Jmr-5qi*?x34F^Bsr4)8lH`FDHX$WuYvw(2&dmWKUd&;$z7@p`t&;eV|+_Rw!;Hw$cr zKB`DRXv@&K#zf)7&W#j#&?J38Rjjn?x|R^u7BqgI*wr8mS_Li*c%JycSRuE1BDk_Z z8M~A{DA(}@`lpHUT=lSVN^9)cs^#%HOQMDM@^;I}jd`NPq3{iC939X$d{JS!#pjuJ zhKoc!)Mi-pjj!#!&7gLG>F&Yh* z0gWNmT$)z#2RJa`!F()b9KfR84kUuPA{c^+fUb4YyC7Mnh znxb>P6a|UhzLB_Lak*@65{Llb89IZhb&GcPy9JE9D>gf^3p#u~J$R?b98B{dQhsRi z?mpAsuqRv4=AR6kN?d|8Xv|QrHsLyi(Dc(es3U6nD6tD+hQ_GlnDb98D>80BX7@vV zS7gTTxK0K(L%{jVy_?v&ekSwAlS2u0zgvkB%zx?(ZG!Nw3XVUFU^)xkOCbfO z?G@@`zv=AvzdbIv(0;rscuJtU4)p217`{oI6K*@98`wrUvOqD<7^fbhs?Q^{0Zo9NPX`djpNT z&xX!1$v)G-Egys>8hoIEW=n)_Udk%82cjt$p%tt2IG)&k#{>cEhV_uG{1!pRdOXfmX-0;wx4h_HXdcM)?uXRoB7CjsZX% zRZ}YrSGVMcdlwMqA%V-e&NObP`o~DNnk)<<#wiaRD)_r>~6UxYc|8Q-{{z;8F9wp)#9*u%uG zO|T30RV?&J{~&VWa;rfYV={uEk~t1gU5A>rZXpGmWGYgGS5$}k@4BIKRwsj{8M;i& z;O4+`6r`LvaKU=7WfQw_cgB~7wQ%`c5wxY8+CBqf3u#!g+c@WzJ`(HCdgo2r9g@>J zm#I897j}xFhEV38bpAKl?>djor62cNPukMu1}xa2BCIRCaU*vY%@JpnlJPMH zFA)f{Tg^l2tlp6+;?mJ9jJPLv&vC;sppM+=1!QFy5z>YRF~bJERB%#Ft;EQmk#d$y zH`40R9Gz<}UrAiZncy@Luz5~K`5Yz;v&#pcLeg8|Mx#07FcvDzgzc7&slNFxd4FcK z1f>gpRvK)~?PUMmg!JGDr^gOoSVHZHf`u%Jh^+gW(;|69q;p)OXSKxsNJbWYG#BT= zNP@QYcVS-Q47Mv zZW{QF?5p1St%gHyz zZzqV^cQIL@$+oJk)V+3$d4_9G-%mf2iTk2AQBp?gt$g>kjX3Zh=NIX9G#3_KRkQP1 z|H8eikt#{dNi0J2eR>+x`HiAD{quS1&ruFSGJ9fp#gY_JLdPL~Tf}?8!>qEfHZI!V zg~%G2ge()??Ca76=Zf*PNLl~tIkE^(gF#`51vDJToUFTN*V+g@CEe)(C(rTye+VcE`tDFR8Gk9F1?Gl}N zUN@+9lL;$JG!;j@KjeK0G7Wc~I&`F8Hr}1@qm-s2s!zLwRv*`+%jAtq(`Oe5Q{3z9 zh^caY7o~<>w!&w0THM`Tf);Im9D)amJH?#m1aAIw z&$#cNbH{k^zA-Yh*G|@!`7POV?X~9o?!Y%2MZ*_K#??&&FmTXNVfk%q|2wk=gARAc z4tEZ)09k=l=+WYLVFig7TlYCk9ko7#duXa0!1{f?F~ooA2lxB`9PQ|K>h4 zMggX2*(nd6Q&=Y!Pvr9 z-!kC8rN^%&fYx9v{dBTtRJW{em~)jKVR)py|1b`otVN`E;YfFhpp+#K-&j7vFl+de zoILAK`~%ZM*PwjFelJ?^@d|b1S6bdbzBjIG-YkmhhGd7&98qR{w4>SA^XQp(W#&YIVMQixTS=e8c5JuTK z+&SEw;77wRV){#-V1y|qaz1WfgzaWUH(YVgLm5L}`-A>MHf3Jdv4HW6^9*eOWi-Lj z{8@1tYz_EYMS1GYZ7KP+ney~4_hy{|bmc;Pbq1J3{_vl}glF+bq67_(LzZbx7Y8g& zlr6h$<_Jc30TLNFn6Zd+K}%~|En|WS4nUX|fvEw3sWw62Sj2(giw^`WV-YoD5vVE~ z4{iWe7S7?=h4O>bfLh824!~ZhA0oeIfL{bfifzF0pTyIW)x_ zs?-~i(;E>BKS;)V5hkG(B5~UMD-r@B6V4}t?ffodoM~nBw3jUkm)#7(L?F;OiZ?hz z@sBYP+%ivy&f*t}Bo6#|{+oY* zE~1=z?grQ6_V}*a*GMXSSN+$1HG@tjl-2EAbFTW?-TGV0b-)ET{SFbzcH5f4M7>o> z6Uupv;?{6D$K1W*7V~k*ol=YwKi4;Ny==svdso@F`!c%@y)~zc-M|Cs7{taeGF=Ld zjRvhgi>)aPkQm8byV!8L7ZxK6Hw+B!AKb+NO_1ETA^o^AdV$-DF(5`R;n2z=GL9CB zqM7}OK_nRmiFlE~Zp7dO0JshSUaM?nYEt-vzMP)01JSbDug?>3W%MgCdRuW2uA^(c z;yc}#a8Pw41S%i18VxKU`ogj6Nad9X5`_ntV(J zIoD>&;Pwzuh@AT)8TT734vbCN9 znPd>o)w7&Ivy0*SnE`oP2}=eEVVUUyaz7cxX5H!hwvSh!!U^0fTO7vH*@+6qIYm%p zY#%fML$ZzL`4w)|0#I#&1TMwlU%zkO44Cy4#~}&|`t_ z-c$G2?V#%2(vjgGLfu;q|B)yF25_^n?{IUju=(yLudm{C1+jtF$MlBf^f&j2dd?I$ z-fonHtL5GCdW;)(NcUH*dyI)*zm(k|El9d#f?h7KG)3E$R$!`1xOokK;1uPPq4?A{!o=AH_!E=3VHx-n z%=OG+>Z{qoWUKi%S$&xuyu{aj2c4%YJeC1m5KPryx~2$SwMdyV=uTOLK2Q&gD{{em z*K)v}>J>cJd z@XRNI_YH{b)Sj%7pYU3M@O1`2cw1N+QdUs*oEL@csnfHPuNu@;qdX~vOvjV~)!rrd zl4W)!)z10Z!XAiM9qwfVeBYTVTOCLQSJamz%LE)q+*H)t$Q?*bjo}dNJb;zf!&c`m zN!a*CaAM2qU3|#|*!;}?>MV#b5nju@VkYe1A?%2%oWgPbRX;v{?kHOf`|utU6ehb_ z7zX7><1p?cCv%`}LXj8;Tv7*748McJEkDwAD;zc0a=(L52?bC>yMUW@z)irHT3LZE zS%H4p#%kHddf8Kj1B>Fw4%-Kh=pWn)Tv`ZtJkXMT@LHm%v;TtN80z_W#{cKnyLO@b zapa8b{$2cF+~b%Wey)jN?c#H6&q5v=a!1!X__Y{uc1es$DlvR?f4WDWKgXE8#Mn_C zo-TX&7eznaGu3d=fbM_`{b5x=d)>MBDFpQmcA|iGbGo)S#doy@3W}1yujvuLTsJ#i zE!9L%HAGM4MNhrj&LZ#hF@>5pN7t8?ho`kI!Ou;}@-4_ncnMGV2v1Zo$$YkJ44krU zgA;N3W=im7TV7iVe7x(ZXxH^@)!oa+C&YiFO*O-O`S~OVKfe|-ZY;OK zv#I_ioJv5Ln5Gc_^9b%+JDgw55wyn89peb@%YQ5~@zveQ)qi%iyF<&}p+aTQiZUqE zpJtt+Vu}%N!1;ItuN{=|1`|lJ7f8V&3C#D>JFLnCxEj2+X;whl$7ttKhMG_w)d6K! zt34+TVh-E6R-5##_6=f`+YaD2WY=K(FJ@Sbqv!9`4)`JFq zoOL5yJ%prTpXPR_P=ETMPyvPLlOKD`hzJuz#L9UDeh`#C2>M6L(utvwjXY3_{2Ij2 zC`ukEN`7s^&?rNG9m3G~ihMDPuqU6e2m4(}I0wV=*u_DgN04Jbh=}C#B+UAv>T?zJ z)y&L}jEmPVh2!Kd#`Pb4i&|ty4G-wJB6zFNXvc8r1d?o-qM-XZ%-N?~R+kKE z=UX<18`ZbD7W;@`4$~RMEuCY-U?R`*u%vAc+Z_&D7)Q&f_K0MX#kG$&#niZVhk&w` zdXj=&(jehnhs03Vt9wFkZF+< zxdJ3C+|6!qYAsq6c~(NNOX`U^P1kTb$^oAAXMf3{lk^cLk`MZiA4t97Id~xT8^>q? zC$J50DrOBLwA3ZER3o%hCbTpp-28_Os#T}^yFp1hj8OS_Uv51){Kfpfm$Y=n+v$=S z8>bIqOVz5=g;fFTDm@DE3|)Pcjo|z7oBNul_i;PjUq8=)P9%+?w8nD%!k`1zk9&S= z#&T~Cc}xJZ?rWuRFdUSDyTOTnlZ6Y;#MLj0Xs38sTF8%mgk^Qv1FY z+wbw|%dc*a8(kiIT0Wj>e7M*Cttgb%b6;??$!_`nfmSa`V{6m3P|>7=+%&;v4}qoQ zK|z2MK%l>F@Y0Ra-La;zx^D2G4H)hiQhV%4PgTs#yMv#X4KjrW=rsD|47C`+AmQb^#!M^7);X53mX(f+% zwL5y>Y$ZL3QDVjR#}tJePQg<}dd2Un6uNa{uF8O&Wx(inlvB(EV6J?NYEP@G!9AUr zF`XFNGN9rh5E)B(0LF#z{O(hUKxW~f!8mcg_azn=u)C_$b6HBN0}0oL#x;h|fS={>)@5-SQcby`+r>C>^yLxOue9{-Rw7+YjtJ2IABB#$Ogbg`_a9Zr z1p4K+e&7SKK>?^aZcF91u5e?}#1sr1T1GlWMTC2ddvm_B^ZYnT<=Ycw(4I1A79Y@~ zd`!H*V6b7ClgGKDv8mupEZosUS8@c6I(`ChLJocGiKC|C=HW6h`cQlN?(5)`bxiLt z5TT3QYMKLeRMQ0Z(Jbna9PtpC^AoJkXs{ybf<4Oj!fk1aPab)(JSZ58m=YL1qzSPb|$< ze_eOT2i5}yL=`;osH&fiDl{Lz!S($J#`s!V~E63!B0}V$qYwRGkakf!e7q3)2P_T0feF)fmy&MpW!@=>(gb9e*i zflun!QJTBfHTJd+I@D3_wi|Txw+;@@1J!h%e2u)||s~9IONN)XJH9CF0 zLfiEb3Y&AjT9iNH!ZGK@IUwrXm}1%uFbFL1(Y>#BtrO5(SReu>LyAtfiGU3SMG?oq z_9MOP9gP@5f392XGQ+Wg_ej)l6toouy+lFRP|#i!v;+ms4c$yeL3O`%%}M_8s6q~H zBurKXd{aX~$G=^LZvHcewziNtm6!2+!Fc_;ziKTYz~H*WM;DY8pqKqq+e(c+Cfr|V zaYJ=Wi#=w{9oWBLF3>M|3Oj*zJ=yF`W9u#4(?uj`e53uiC$`{cxVUC!6&?_Sjd+IT zu`>K&T?DsIH$1GhxxBTwD5yxi>)~?Rk_DMQvvhv;;@w_?1IjHj$u08JGVar5-1KE! zp%omF+t+0$k1A4Kf9(hqauUU=^&$eq4chg_c` zwO&2qC3tcZQuWMJNzBq-Y;(*V+T#xWPbdE_9O7=AWM9B8KYpPxu&0Y6(1tS!#h<;Q zw1uofE_U$&rvt>VI(^ zy4l_djjnR|^=Gcx$%(J=<)zdOi0`z*bTh|v)1wOZ^Tu=&j@`ViYiBcOYLP*EF8l12 z3=>pqiI2Q&kqP!J9_(TOGG1vpzW5>n44*{=I8ziZAc86bo`Q@)Z^Y&FwthXM@GMan zngm`aD0D+wPBED`kSR5cW`GJ--eEMUOYbT|D())KrFSLM?=i~c8W`nd6|B6&iYi9g zBI72xFa;~QSji$ZO(QhTy@B-QXXo5N{ISQ?=)w=k60|%Cszx74Paj!8pVt@n!S1u}SfESDms=8O0Kp@1MRXqC?&F-x{JVmK zi|Lm!utbVB3eF=AogY1M+foHWcgSs7ceA!Z<)!x<2;wV_+QkyO{`91Zij*L21Tm#M zmtIFq$3I3|m8XHlgK*ysZoRK_fSL_dET2>*&gC`0x(lJ0pGsVfY zPGAI75xP$f_~{zcxdb${=U&aP^K@w&q+bFC*m2+Tm~6q8fc;Yj*KTctB}+h;Cdx2K z-KjF@pC#bo702`Ck{LOkqiWBh8U=t?54`pJ-JHCYDq)NrJq5#lQDb%VU!XfKdCP%l=mvv&UjOg+R=#4t9lPy{xCDJbPRy*8iJ!?|)o1o=P>PGn z4U3M~RX=p7STd(g)wi7&{x$zjpr$gXF4LqrF<-pLT5U(h`)ff{zNu?jEi3g3$Fruy z{LT(*;+=tcrAgOfsgI!UzN_?{k4TmSc2RVbC+K3uau9ZTD!0;e$P;zPh(l8*otgvjT~5g$zD+F zXPjp;H_+f z*;>&JoV<)bP7EOaG{ZjGHoW;XF&`~AZ+;?OT$yv6n8vpoJZzxUz*jEwO>}sZul(*C z)o`7eI_jJMo1Y20w@vev3kgb7rdU0fyJ`}^tz}Bv*3Z5e8v4k5bra~Qsp9_{v$^j) z#_vLQp7<$0^xOQl)+fadp3dJh@DYtHtarIZe=KOl{3vlc4-;mtH)Yj|5!rfpy-aF8Q#rz+B z*jbbR?bpI`sirGW{$JxCwvuzq=QS9yAR+2BMPcC96V~mftgy||T@;TC3?jXRJ=<7# zXp=ak_8$*WVpX^?@dlE@N5&W}lVUpGMs6Q$T!W=&*k*V6`Lu#U#Ka_w`mf#bb@YVh zd?LT>aE8Tvl{RS3NwdbzP}fy{C5PM2XL(lkiFqHTvQBtak!!GH?HHuB#hX zZ)2C=#qZ(;VFkCgD`)rLeUzqt|JQ);rO)kw*Pl<{ z8wz*xQFTs#b^Z-7wrM)I{CC3Qh6|B(S0HiqYwmvL_ngu}5M=+*M%dmSAZDM30%+O+ z!r2O^2nt8%H^5K}@%9%!VFQt_MY_+5Or8~ez9+no>qRFWcCFvvhlfM~OnbDS#{)k` z5pX35`oNrXMAhA1FPD|ub*sBAwQ2ZO>(U?F{vl}R0G{wx7P+;$eMsyegm0in5AP&; zLgH$E(L&%2vh`rHoJFEfNc36oDm*!49GWGVQgJ(XC3tE>dtF76uaz}+em$vngw~ZL zm#NHYl%#H34a!45A1tU@d_KSTC{R9#=l=P8UGebrFdR+3>wd1d^^syM+=qOB!23Q2 zRNothHoYGezeqXvgxre3v_i)3(J)zmi@*E8(<7{j{nxdS-MkEz(95MD+Yd`r zFfT~W_2h6Kdgok2guETiZ&E!Zih60uSRP7RX#^P5I9r{cL=`yq7pXy|dP`x2khfGY z;%Q+I&Bp=L6O%bt@li6`0s_ETCGCsQZ@a2%z42FJA&-Y#C}EXt!Vb} z3kL7E!aP}JVIiZ3AP7IZrEHM0@Db6Xrp#lr9_0l-g5@7jKksS~`1x@+-mt{jyH2CZ zC&c=!f>h2w6wJJkki$=FU?&>le{72FYC#(W$JWI@Jf;SNcN42!jWzYn4fk$Ojtt25 z^iU7(QJ0S<>+j>GV)BNZYI};-2>EKHH^2KQ>xXz!I}uKWGa@`jPvr$aUt%s9*@j*n z+XrK?#7hjdc@2KZom*ts@#_3ZYyNZ1pU=An@lMq}cYlgf``+UPTH=yG9x$`X-QiUh z;{IF~3%=t){`2JGXsT)2E$%%}Sbc5@tXh=aH}K_iaQf5Y;x)}##D{?Jg%dS<)UjF@ z`U#dEa#=btj%~;$YdPbL8L9e&_Z2{`pmiLuFjir0Sm6`2q;9EpGFA)B@hRoNw5y;AsAE4OkqqCYFqQ%jE}TaAd+-KKk4@UaA9eqDTqjMIm+XZUT!r!6p=p-} zV&9(>zJ(SlY%)aW!M%Of@6Qpm(#aCP8CE!v2UAR%j>zg`hG9jfVYEUdddJ`5i*qH` zd39OkSf7_n#C91|wefYqc?kq&9}^D|hJ%HaLTqcsXy+Xv6UR25NXS~RV}Rz++9#sb z1)|kFO;y-*!!26G*-7k26PiSNFuym?0mQg+dwbsaM+$PxxcBGP z>ehm6qg?lb!6w7U@b!MPj^cFhd;flqZ2w!HZo($1)ke0}Mw!*dSF5MS9b3d_8!$KR zr5S^eUWaB)(XUOY$v${EH~dmrN_OoJa&_(mV#Z*#_teKpY&F-#^0(0?xryX2I>#^CSGG;ggywAxy2aMC(FVH;t#(fe z_~vb)++wNQY1!O`)Yt8ex+WV#R~kYXt|vUV9AXV1v;-jgK&`@5Xm9_<(Qk-d;kB6f z-LIpS4<})tyOsZ(PpS$#7wh1_EJ4MBsT=$kv$!4hOxfmM=f@h-cy`f==y?WGK02ja#NVm`4Tn7RSxZFnuc(5@Ip{Olr~)!^ zS);4N*f|}3 zWbP{4-@8~BHXYu_3y{5*CcNn+`3Ux7ITWA4+ql=@Chi_rh}=LxoS7cc;%YNJqQ<>c zc)^56x7Vq~C{5io9sWHQ`k@~tH&E>9#nD0*(^foVCb`tBu$83+6aUE}%{Z1a%qoRk z+C;9xT%_Sdp?yAW(@wEj(dY};@AoM6SRR>SA8^BE&yEq)Cu@H8iey^T{ijcQ#kStG z*eZU4~A_cnpS z@i6jGdgccJBt5eMXb;>JC12f-9AM~}29O7Ca+3G_iF|b~Ce7#xgJ+7!dQ_uOBDs)m z#Q9P#IGpni;dQt~cWO$S%@ToqtzqG73;{xU?%U48nUg>I|T2ZKfih_&4 z>TAT??{9CE`(+dY;8%?|s!i`kY*tXG>ntOhTq;O$tO{>ZQsox6sfpnvs^cVbufGO!FJEqP&tzPAu5Ph zx`X-bwI4gD0&+Lzen0n6-<8hLl{E#sajKE!mN6cRHajQ+sLZetz8iO{QxE$Oi!cgUWss7Y?_w}9`a zWd8|MSwRP`5|2)j9_K#$UZv@l9sGQ4z3)qig2Pvb)-{j*F&Pa34d0a{%%_a3rYBrG zWnVt3cIc&6>zKV{edny!^6g#zTsof9i-cJ%I<==xY}6{m0BYI}qYr8(PW)gM_WhS& zx{e7be@!#Hc7a8WW%I+C?We}2-{~)wE$%+&-iX8z7sxxH7?Ys(7D7@&UWY|a3 z$?{H*AogH?q+F`6ib{NBLU~pM`>&4%}0LKif+9QsnOng zN#m+#iA3IbYEGQo#X9C(@3KFtQC4yNX4Uyp+V)1R_M57-Y6?Lb2Wi`0^JzK_M7r-t%y3aXZm z2&-n&3aagnNU4Hjnp6bsu#`ucO&{jRur36^Cba>!rI$fX?`1Nlchr{nBzK;nG{REM znoPp7deivvy|u{3wZ-|^hq=pJn2p}4853om>u3+Mm{zOkSMjAjVQppoV9ly=pc*Bd z^2UkdpW!vIO!1mz!1Uyaopi%mEp=&oK9Sy%c`OFG%CwuIV$;%Qc& zC~Ar7X`F)Zb?jm%(!>QdXYGo4($tM#j@!o6rinCZh^n-? zrtzk+uWak0O#3p9n{@k9;oF2utlc{fOWY`(7lb>F&olpe>$n;kE;*i7!hfF_vb|CC z7H)};y;^SfMe?APhYEfQ%y~3;x4>cjRHPp0u)EhA)0zowz1qX*EQH2ak4`Sj4ez`w z-tdQu?NZM{2fbt7%f+=6#8%5?wO=qQHJvRND`3~B#Adixta0B5)E555 z@eX;inu-@NDlMpjRa^B`?uk?e-cY(_h7`7GI0ng^ry1IQ?&0$oF*$GR;f9YA3L3~{ zByZcOrm6}mm8(`yq!EZ-9?Q^~edkilE*q<=M5(^9Aj z=jngfHI2*1wy<<=4GRyenV z2I_eIYxjbQ1(IP^dQs@OHEHhT;8(?>g&*>DoU^7-O{`T2sbcuC{O<`7;c*euopy3x zhx)B5)1i>g*v^V2^yrkxZHCLk`9e+N<1>;8At|r}O`d~Mio;@>!}ajVL#$QV{(Hu` zX6vRdmdS*a-`(#j>=p^~CpbdC!9PM@kSro;pEkmq-%846(eHkA7t0`D{Og7EnOd>i z>lnWkic36U?(F3Oj4$#f{|Qk=k3qFBkLoy0LK~)fOSX5J*VcL3lV>IoohS*hjosau z)%@%{gg3&-{bX!Xt+SJ(9daN--gC$~1q;j=-~V!_(XQ-iE9d@w@<*wXe6XGu!}lx9 zWflIbr$qxF|Aa;yuaOqui7%r!#E6nKxYiK?$dk2Rzkr67aF6Sz#3>p0qhzbp4(YKI zhKBC`yr=Hh!aae>^J|iRNVT=zpHPr?fUIxamHb+-MgaM*HEgS3S;HuIZ!EGer_}bo z2_XNuChLnNUXxY`AfI02_Ca=DIfc7GuG-IA`*%*PIz!$PlPWcl@CcpSrwpy%k6nzv zBHRTtYK1LL(xPFp#P1}7w#GB58FUCv5aXmK8<~-CknG(jtd*Y?X~Vi5S2t!?{MGv# zBe$As9WSwLW()wQ(>jm6o(@-}tbUF$46c@V3-6?=C>bG<^^mY89J#Xszn@IIKHFSK;pJPvXqm`t$J(^M>2w2mPzZ zOS^7vVWOQ+gzNAoGfIxVlTb^-8`F?|G^#nHjF(gMSvJItG366ThQ!?9?lP3T3DqK(+Kbd?2-IHt5EH5FfE8yhe;Qy`n) zwQ#`Sw&10AzV5!o?mK#YIQN{X`Ao-r1muQ;xo`uZR7`5AODu`py3kTW@_aqM;?$93E^Qb0XN~ zyRVcqVBO(;me1yaf=?K~)r>%7w)Ysmjqla$Uf}mY^?Xhp@?J&ujVzk$h1giV%qV!c z!=@0E;8|#~eqNOz;PUc_pUJ`4F?@=pvZBY1y1!>fDBW_m^bfjP)B|Mr~vQB z?K$`|v%kky&^MRF5O15mj-6fcz&4x7hizzeG)0D%YKg(q_=AEuf_+DXJYUiL*HvOT zh%9JgdCc%huJDF` zhmLoe^ZauKHb`&?8A_?!^@-t6&mbkmfSspt*E>%EJ_-JutODRg3kptJk_ZI(WqA z+c2EfjKKXK6((hqGy}COWtET4UK_wqe*TwDuK|S6p^zQXFG2Ui(LG?~! zKF0=yF74;0vf&Pk><)Q{T?#?O6cLGgJB~mr5a7q2oh9ZwQrwN2fm5qH7klb1>5wal2}* zk3@n0pLN-~y1Tvb_4ej)54)|(mWN&~8KPY^n^z!&SwB7nnRUs9Z$L6);;_zt7frTAvtoqV1_ju}XsvDk-v{AW4pTtUX2lWxjP&b?vDW zJ;2Sn$c4m|>hEf#Od;MsbmFTa0}G;2hjf%11*ZpOT4h9!L~(%IjZ&rE6j$bNuHL{5 zvRi|n)aKxcX~u^6n~T$)ABWvjDDNmJ|5m6pc(_2Vz`thF{>3iB)M9F;Ccn7iL{O>% z&15DWt0o;g%rNu>Lber~v=vLa6`Q#gOM0GpqHU_TG}F{ntZ%32vR3-l`?p1y(#Nf_ zheNZ~v3B~TF4c5x`XauS_8q0U#eRN@D+jR}sY!g^s_zwlDC*Z_O!-5Re6W3 z*2E8J-1aEULd9T3Ei{fDjzz`ktCEWXwvAf_A@nvv&!@w81Lyt!;9lAk$$w5aZlUmd z`SyE4FSpH-tTA8tb-ju#C*3!8YNY%PQYvhx=a%mYOIhjXkMZX2%itI#t^{Q+wU2t~ zbYDE+S1Z1$5>J?6s%8n`8}B|ARc6(!@>x^9jI7yr%PNvsHpsGO-^_nWU*83fh0>r^Hf?G@BJ0TXUB1$~2-5d3TDjv@WR#umeZfA|m_wPUFB ze}Q_OH~jz}i?m&Emutg~1vvf2!Vzdgt&*JN^ChVFJF3s%KIKesKrT_5okQ2I3kU5z zQ1~L>&N692NMIw#Sj)B(4nYI4g9Lp71N2=^gGl2P^uL%xhE0lnSsptfDDAK`>GMz9 zhubimuiA6W1WBVroEcxz=3hKa)6sdWP@1oo^6pRS*b}DTrLl7vA9R$hx23AM&vY!N zz${KIqqBN^WKjn4Gi(o+3FHa)Y4FUVHg!5p>oaO>E8R^u_{m3?F1{sw4Y0x7SXbaF zwz-nUu3BDWIZ64qxtEwM#@o+(Z#iT~8Bj`OBUa*cBtN3IN_+o)0N!AEa`RT1{-;ft zS?t{}^@4nq`8->SNpnmkNZUNia7P67sfRN>Gho}}yzkcR`>3pKk9taipmF(_uWEXZ zpvmr7sPPNhCZncz18F*q>INfR#>|Jd(c2^TqnUN*388EjBmWJBqjZe79M*&qXJaqb zN*rrcQ%uQ76MXV=r!-3MNwQwn!zwnB((-?Ke*X6w;1!au`J4RU%Ck>v+zS5bgS^hW zF_rj?bfAu^l#cPs(%iX}TphIomCyO?eyrvPRB!*r%*E>t8n5cS){Urb}Fq5r^}bP*%xp7nDICm~n@FiMfA7W{ID0 zJLP$*jkf}jm4$Bb_Qw2BS@Ex92M66U>awq}9{#(Fn=bav5Tb8d>^l;*o)G&LoBD}F z>3|>}eZiK7HOR}Sm%VqDeGAM7L8M16yo|(@HUm$IGsBfVT)cUNKgG0#_0|>qUXWm+ zDx_Lj$*o(T|E@YkZ+n=<(!opgKSzTaQN^mB{Zbs7Yy%@Kf&Ztb{}%=SFAMH}4hcEL zn~c5fYC>N^Myby;k5U@!u)|SwS#Oskf2zi;65szVK z82fonC==oEF`!Mc0k403Rp|0>S8u)a+=eq+P{`#qC?0d-H~2HPGj_K#*1a>f+ncmx zjx?|h6XD}cD&84u))}i4Q~}5D+2aYpAww}PzYU^BkwS9jhFOas0!Jt7cUR7GZaULCGAKcU0-%d zB3*6{ez^E0a|9=)Y*s@bZ1xSlEVYuz=ZzjulJ_R3yy>JQ&&xVOiZ z9{Ov4K!eB<|8&4IWka ze)8i^wu`X_wCFW3!!NrTvH6?&Q`dz`bvBa*gzfSoi|x z_n(S6U5DRxVO$)N4xIrrM`leU*&FMM+=qT00Y6uJbSw+^eS0kd_ec2XX6hsI6MVIq z_cCH)FbJ621`gvCqs|7`RCd1~(s+%2=_eb%xm>hyQX>`e<=sy>;oG+P-3*>j_*+;h{nDZ+>D@ru!?c4H>VkGz zN01|#tFK)sFv<75;nYOqr zMIa?Zz9J4;3w&iPzFWf(z4@@Cp`)M4Pg68oeyje3J`7Pz)eV<@*fXTF0Y^vOBcnkM z*I}07!;Tvb60=CmxEkwK&bz=NE{v==?BQ(wP=TKjy~5V4)*c({r1V?-3F%ta+;G>| zpE{LOHdaf9;MpNkJ7P$qKUk^D`BAmYz-D>!vtG(~=C)+T7@M1CNo#O*r~rgFCA$pS zxwXmIxMlu@L^N?hb;N%?|8}S5fxF9SKsYJiRbYSjip%oO%8e{L+7&Dtd}jq?(7d@D z5@3IAkjwC!JFcfZ_I!4Y@5QEe5!|f4jL;Z zYBNOoZ8W^iSy%r?`J`{&koxN-%)kH%YLKZ~xp=IwWOmznH z?er*anSnA%Q3+uPs>2@~is3C5dL)<-fBSl^Va_>?!|g>nKQ@tAQP2XKxs3jx0@iT&c%G zM7qEB<^8$V4!dK7{H00$>+6%R%`n8X;WB|G(7AEi6;IfTjm#i>#hwu{eoM zvA8ZRM8%cEt8ixl=*%gJPo*qOv%gUGF&Sp?6LR`UCR<;PFYVB_vWMrXUFT8CQyrV! zlFo}1`SYI7U>=l0lFBz<6`G4BSj`FZR1%TA5h zv2j7|tZ_1NCJ}qdTs3l9mg(`p(KP<;_%{8b=pC3=wan59Z`$5ekNX|UHs_8=?rGcdLsFHU9Nha9t z3lEsyTfw>3OBl=`s8R?%OJlVdd7NN$sFKCK!x!}SyJ~FcOTur>Q>iTAF*iY-bucQ8 z8(lgWtPI*`!R!zPDch?h9i^s_CUwo4yQe8{zgJDaJTJ*u-iuG2pEY4fS+K3H&GLwG zRp#x)vc4CeH>qdrG%0GR{PSGdXP+s0JBXIw_&nx$YW({o+fJR6GzZ&!+YxqeIjKB) zRqv`*Hs&2r4u5BpCYP(%99U!4qA(@EwrzWafoRlk4r?o?OTF}Xms<;FEYmCeFG^;9 zX*@FcKaidLPh=~CaiudAAnnqOuBjM+Itc{QeJ&*6SC39EANcX>g%2H14go|n zn!jRT%gNK1PA`W{ze4fv{*0}J=_~rK_i>UHLuyO9Z8d@NU^20$X0_1cP z(MgCRgw&oGIl)Bq57@wI(CL*_U;x8JE}_q^{FT(AFuDJ9Gz2EUgnA^w_-9wK7d7K9 zU=MOdwcE($P)Ws`UBDtby}XvFRL#=nm<*q>pe z4=z)L_|jyNk(Uo;`vywWmzNH;_!?!Bxy)|m`CjwU_v~9z$<5(b_CEN)6Ol!{xr{&K zgF|Bc0LdExrh;-4zp%qm|L|a(3Yv)D2*Noseei=CI*P9aVtT{((VloKDrN@6WZL_P zfbZh~vDJk_pcPYS%Oe@{hdIPnqYBrdOrf2R$oM~&5Es8A(3_0-PCLT_s2_=Nr}cCo zSS`TObbvO~3Wx$^CL&^J8#w@NcF+o1trQ$Wp%<=?Kk`R?Q=0L7>}!Sx=8ZC;9ytDF z`Ryf5>%(;uJVu_VpieJAk6n%Nf<9ToUyfMd?NBQY52rNJ(DB43eJVy+@3qqq@WlS0 z9y%R9y|NArcs22X#D_}p%6hSd#-BeHLan%@{&4bRhk7NL=vc5=k!>}bNX%hyDCg9X zttXYp!%o4OZDQo3Urr;_)3A|`W;u`Y@ynWDNDx~$7wJ>Aj7FIo&#)86+6_b-3$PKJ zPe*YY3-A&f*bU_JT(c4PjpKSyWwSnN#dGG5q*5!|dD7uebYY6Cm<0u?ZI-c~jy+K^ z#!b(HHnBEZ6S-R8N`j$hte)OPdKSP`wc;h64ogm73!ou?Or)CCsSZsqg}D)skvAq8 ztgx$N)I=d;0kq(Y8B*KY)2VDCspgCRK3+5`*kMiUYeEo!#94ecPI z;)_-qw_Fjt_NArZiH;tB;VS--KknPkjHkG-85x*2&ICMkJZ|;Po2K>ox(OL0Ph8MA z6G+_Em@EkU*1>zkf^5f7ZkRHq5tptuB8j^Q0o-fHC8&+~VF*2?JiP)22H;P8!0|DV zy8pjo>T5(KR{t^2aBzrw>u2Wa_jiFVtfloIX}PV| z-Yqsh2{R(DYR2oT(YoIKBa&YW+)KQlW!Gnv_It$XeD zyRN&Y2*yj(M$BaW(9vuFU1JaB{nAEkRu?Hzvyy9iu*7>%f4_z9tC`B)pQ+apt=44l zdT>FF!>D@)P@=n)&eoEQr^aE%-J*@otQNdiZQ}K2k&^W_>zfR;ZfIq*!Ni3 zkr4JKBelgVf%lVmtdvL`9MX+ik7;NxNXO;han+g&Twd+J?7F86c(I6I*?w>S?R#?im0>dPWBi~X zJh{$$%X9w#-@gA%ChUk;yYLUaWIqMHJsh8KnXn9?e4-w=L|7-OoSQJ^!FKYOa7c16 zir(R;dQcdf?q9-Rl7rO=jV^4VEtI_rgv$x`&8)oi?yf4IJ>9a&;4UgKPnuM+bLSzQ zzX#fqrA|Yoo)(#8e9aCZ$=#pewZGn?^wp>rPUPa_A4q(QK;$@D8qd$(n>>E<1GVo; z3B!dHfvBIo7I|m^p510Yl0hm5&s0+BkKR-emH6KW=AMyWxhs=;-shY_Ayjf*M8jT@ z6o7$2y+$`G&xHqtUXhV{-riKvZ@~u>$sM$GUf}v%Wb=eK+NC2*EPjr(L~;m}i;S8O z28xve!2-FgK(XB=(#zc9>t~f64mVruMd`1 z_LI*>m+$Ac_3sND96#gEB`JnH$|5=SEw&N#AB~~+LvC6JNl`OR!~lGeb=H~_F|?3I zL2AkMK?+DCA9dt$kw23vO39O{6&fWOJjF+GwLZ`&7bHwEygq;q7UrNR-x#Qtvq&RA ztPcbRuT0>zJpJ0HyjM5%ny+<{815BQVC67s)&b<}ZhdO|mzc-OVaCj&?Wvh(%$}74 z%1o;FslHdt&H{@sz4!t?wP)1+!phEDVQ+fUW&D!%0g{Eh#jY;q?R}Mbru@doXDmzM zDgE+&Wk|3y@&{zDf3Yf;ElmB=2!Pq%lzNM+6FDT!|0p~WB#GfuLGo_Y78uv_{yJZ? zycb-3TCDHFYY|*^27Mu4hjX;3uC~eqAmY92aS9Htw38I8# zP9_aLidHkG$}EC{6v!XO&ox7zb{eZ?YU{~;QXVlAkzM=B=shpCWVe1olp;}Fek5Zi zL~Bj8->~iEU)yFhrSz8pQ0S-^7n#m|p%nfpQr_s`^W38TYXLVe;KHBCd|wMs+wyu* zF`|3H+0InR9IeC(=QH*%Vnok$BV*F+57|ds0UVqvM^0{%v^jkAzx0Bs(bRp5<4PO0 zz4`YM1|OKq`vv1P4yfzvDRjQU^VSL^kuf~MDnW%!-`HeThIDZ zBeEg28Fm)C)j~dqDkN1P1uXQOY~jY2Lm-1|+w|8|S2^-+(h8 zG=<1WbcRIxurO?TS0jXoPx~uJ8>zK5{(RO4k90?xS{r0=FSC^){r?>qO3wbTDTVP5$5ZYgG`uSIr@QD@Y_t|4r_-&QVH zgSL8UU9p-Ps2}{LBD`B{qdS6|0()c2oL{feVEM4)MOcU{G^(p7#H)8WtS6xD2KO-` z;^|ZuYBO*V?op<*g{ZNkoNOQz_-3+nC=NNg-C6THexVMU+2b8Z;8@IJvLPyfC%i#F z4Q_edZ9}wN_rQ^FAeLjXu#M9^k|)Fd6^CZS0}=zD*!g`&;K4ZC->%62`3K^vp(#WIOv2$H%>XzyVIeC%GB1)Tyf zSrzoo;^NeOxh`)ASMt50=`Qn($_0Me1Sta8NH=4YI=jtBL^y_#XYi*XWVQ{(Q}oer zdeve8O#|SIGLWZx+4xC_&e~~a`IHrYLpy2Aa&u6RGtUWl){m}xQQZFA7N|ztlW`CtubWUjO4Km4TqWb4XJs_q`S1@vA?L$^R+c$I z#fKl{(Q`k}JNI}I=q4*%>`BlL`tC1}nvkT9lG-*aVEh>B@Hbc0(Vq>4GX4=Z1ke0X z;A|gGt0{z+ohpFi^bG@P`P`qSu4lE=Rdr`z6>dC1rm%92^%rU#Tt5%ZvzhSUI0)N4 z<34YeBAty@YMY}zY+{N#ei2DP7qk*e!OlbFS1c;Bml4$@bTy4ocp+whBD$I zzDwDBrN%D(ons_<*kr%TkTiZEbz#NuyN2X2z`;&l%9`T&8l%b@vNwp{8Xp)&^Otb> z?E{QNRFVf%y2RlcpWg0MaaDJQTa;a2@nTf@w28 zw)U{mUyh%dg73#fOIPp(-p=u)G!e+a_&2>J*W4p2&o~lE_8P^RGv!%6=Sn;1)Wn(6 zCJp(fl*aKYfOZn$bb)Ig^~*dn!^7eVxFvwq>~Z#Jdx{F*6X~g=`h=P6l>cXcxdVi$ z2Q{vlZ7A;Pbr?h;ljoRDvixN|%e=sKf9e_&I@_O`b#`DD_jnX{Kd>=X#C9kLRK8?< z?ulsJ?`$*Q=Wk4!nqU5xHx~S~!?g#Cm)A3j25!)?q(@23FLw0EnwKA05_reIx0Wslv4(cYOp2T-F z6wC>+f16d!G>=3&P&9c`+up}|`6R_UtfXn-y%^-pUe7X%#xYBWFkv}?lKZ1wQ-g2{ z#Ce77S#RT>t|8*)(B3tisdh4|+Ii(lbZViYVtKCuxCPfi^wj>Mwu3exmNxB{_Jz>S zf2+FPd##JS{M+xki{u#iFit9;uZA+j7R?zG%>u6~Jk)O6BC2}kK>bl{4sPsnkBDTS z572L)s8Q6C!K-6SOl#R>$$eM*t>BcD6sBv)A3;I#Ov68hV$b?qKN^Zqx&vZldf}ht z*FTmEck|Q&iT~;$kuC=oVi(o4ok=uiGBEC3A zq*d(4O}it9?YVTlF{W+- z+7?eWTK%8qChRpVp9bzRvpJ+<&MjZD*BaUVs7N_5W%o3v=$xpVts?_>$G4peH^k=`ZK0`j0X9W!PcUo`uhuN@i&J%3U_ z8bew9BiR4E;KKx?9p%PJrX1zNagU+-dBe&@3{&puw}zhIu-o`hN&?0213!aCsvlUO zK|%~Egc4M&oRq7N^XXlqQdd5(2T2iCSG<^b64%roWSm#v3j!{l$!mb=zWz8HS+2RA zv)Z8p&q|Qicx?6k@J2jCoyG5Qd$Bz#Mn(5DS2G@>ps|=d1W}|3m2S_TzrCovO<&g5i))7^b=I3#TP9O*kW7 z?wwbeLXKA_TVK6os2%-s1D<2R5X@?1+r3lI5?BMOU9&trj(CLm@|1%141o@^ct(My zVgNn12i{lZQ1*ZRTQ8cAs#xQ>b=KD6H~Q2E=Nto#>_O~AV6LaAQI88-kcLF0Oacpp zQrvTO^v!*Q_=otWM$g(`HJG!l^Ir)q4pb{2i4M*l#A$zUTY3hPewbKsVS8RG1rx|Z zPxdSfIr^>LJlN=4KtoCwM*My`Z2@R^o+*d2cDs;bXjKxA{(cC~wbmgp!z>4FUSIVzI1mE{5q3?!b zzaKr_Ir)`zfG!4BFLYvnQzdCXer`y_Ar243Xq0XXp`Rd@J6OVYue}J1|Jr#l6C_=!;)pq zD`q`bJq}hPNKDVXb<)U@!*-bkCz1bmzBj$ zkZJp+ExfKri^p4c@@#VW=UU@B&fq^i;n<-r@8H$YxmPXr2JC|+{dG?3vMa{F>}t^r zOYVU+zA1FTDpa`6yXOGi@_}xAd&gvqM`Vo0WckNrHh(mh)l!@FeG!{p*(c4kp=S*MPb<$#exXL6+D(mT{C=@q;97SW2 z^SlfyHN3s~S5evCoiLRCehh14L*81Ac4N;B5TlZR@*aNv>h-59$KCvrpWLI>4{Q8e zMwj_sWv$Gy>@Vf_gJc7@mi2$BPgPUaGNT*Agpz8|KbqS)5L5D+XiZ`UJ)ixNIoovg zk)lJ9a6i;gPayJauK4!Rf-BtUhPCDsKDgJ=5_XsW`}D3fgxV8vS9o)%A93Al zM|yeYw@HsbA5lm_Co>Jf{EWqXQ^gabn8qS*Qecd;550#Q0vsPk4UQd?$$u z=*u%W|GxZHu_Qw+8HuC45h+7ll%o$Xbt?>?su=WqF`01aF|t@Sh>vnvEBZv$BAu{? z%Hi#EPwnX0gq2kF$q6eEYFiJ1o@wF{=6G1Xt*{gSM2cUQQwhml;o5 zq$7-&{fY9Ba?lu!Z5u}M$2&Ym3STc$HFR(C9uaXjmAI;Y0IH&I|EM&Y##kj!R>mNt0O2c{=~uvqw}1SHzlH?mhD zKHnk>$BNd$rqH3sJR$iSI|}g&vC=aQS-}bW-{-KxUIyho1TA*w_O<*=j7J4%?J)jq zEQ9PBE%`o9au0Yp3i$qvCY6|!8tNU~(l6ZB->5wMlt%IyjV}r50txBmL-5c;@H+wq z#`U;7IeYF_gdYXnJfpb3j9bTb5wboCtPzH=V^(y#*eXJ82z2*0P>MqWq6$9&g z_g#1|&cTfEr&-_EjpdvSJjtoM>gE~!(T$E>=gW#rQ!0fg}%W$cb zOL>3y6RBb=kDH4Ay3WANH+H#I2)={;KZlQ^0N;}--7TKDj}l8b#nMT}(sdX2^=Jgt zMh;jNcL<@6y@$>YTDlP8TJn|`OAfDUn0Tt`pVv^ICoJ5;-~GwYRmcRvMtb1Ke>jJd z&cgP%z**W`)b1AcZr1ie&Hch(`;%?#=Zx*8zACU_?u|SpAY0lyFH!;P_clZ%1|`zD zGf2eCxd&}lvg*9vBsfG4vuuLN`WHB=p~W}Fo`!L@!>j!SDii|^ z1%?cl-VpDaB8utNNF{b@->w7?-BQDP+lfwvAYqWOK-#N4(e5nZ7u>x04RJW9G!pdJ zf3)#38QIS|#EO-_t1M2uL52TL_WqsBKaof`f7Q#mmqb@D<-XV*q}39)26KyW|?0;XHqHgGhNaqxm5@`pMkKqW3QzKT_L{d;heN@7YvSR5ahm zCm(kwI@aw7FUDExMofn4I9B@FWCs@*n!pCl3Tz*Gzq~j$nVM~JW4M+|+_CK$bZbzl zNs?*tnvmQdl`NQ)ESQii7+(&cnB6}bwATMp=+Uh#Z)9W=&uNlCX_D|(h(1b^9tD(C zK)g-|inMu&@Jhs|SU5i@Rm(84aBi&=oj0W&f%fw{YGxeTXB=8wz<}Wyhc*|mchGL` z%!ZHE`yOYqxfo;e&NWdNm8OH>yb+jB5AVPlDu0<1UMckL9dLUA*v7J|>t<@?ils&Gi%TxO;kR?U zZk_7b^;@G0Z10{83aB&c7&H0y!=&lY#p@a$>x}6JXh$iO#>m;)*4f(B*_sRRl9p{K z!d%|gSq`NTVLEJOI$X=U*2BAoJxGdOjG$0*bernvWcstOdA2A}vT^Ga#7)bTb!ePN z$}x5j*)0$b+vTd0W8F4i2?jm?`GpXp7oEg8_%Ll{Q0sbLQOa;BI2>c+WS3uvL2Y7} zn5OsY0|o6piD_7UAQQ1|fRHNJ30N0>Rq%Djj`>1pMboK%$=%Df=(y0(K7(4#u-D4Wn z-8H@iuGzoK%d*?;VA__UyzCWgc5soDn}z=B`$wO!u&ScU;OunGe%PnchryGXpoMF& zf(n`SvC;Xpp8k$nnmsP*I$xWE(AoA?u#4ZS@b5`0Ec<<;es#lxM;C%$rI=DHf6g$w z&%B*)nnr;+zc)K6eZ9?8^12lgVfe8NraA9a>M08L5(VR$*QBdi#s9F1e`^)LXBE$r zG5lM*#5MyZ3h9J)ltVA9G7dvCM5>@cBGsMyuV+!ox4c^~fJ-0VjXZQZxuHz(HB#bgQp91{2`O9bSsnz(C4 zTd<$4j?ry6_f>C$b3q`D<3|Os+M|ZCN^3(!O;T>5wBnfr37DaX22WBt ztH@yh)mIBi)=yE0xYa4Z*YG8~yo&36M(EyNIfJ!t`~`zh`)|y~3CPcyA_~3ePi|uS zrmKpnufl0ldF?pnZt-{v6+UTxH#j3uz}H4+{#K$M;U2%}9?E0h8L<#KoUgQ2Uv&6- z>I;K-`NM?3$YIiKYH?`faB9(^>C}Z%8~9GYj+8F8htjkz;+1$>u6j$)BjuRJ;yTy0 z9PY_i%%-@JaWe5CTw2(8-^>7X>@w9%8@lk!>{|@%cSDbA*nBv~C-C&jw$>JbO^X-N zk_hWva0Z6BpZ}&XO>yDZ7we51B|F1PS{I@}<>iEvDFV;n1uswE_?rXO-C7AwU4`L6 z&IR!H?GRDrBi}NSx|uJQZ+=#b?~{iNk9HlU@MkzTzfxFm@tkuZ&CWNIC%zuY0q>{C zV{mC&uPr9&<0@OlyU*J(TV$wZV@V>sg+tgnWSVF^AKycK_jvYoRc4GVX(vH@NQdxN1p8x%IGVcf?%cwt8aT| zhblA2+|&PsraqckBIJ`Vx`H7Y;AHo^ImMnrP9HY@*kkRy(8Gj$q(wU364WoS6EjWA z+3rC|A_RZ*jr6GOUnPVM*opTA`Y{6ae=T9Ju%KJZ5ky4Q4TEFvX5}@CcFki69zPRt z{tYJWRZySdvQtl9DAMqj)Ijp=%;k1hK70FKkoofGx!i23@Q7oNJs3Yl|NJYg*aF_8 z49v%j=upk^SpP9-?C|B3E_w1ZUwehtvDm>-w?fQ>4s-e6I&sv zKvqCcK}$ppY8PzV8RSPj#5Gt(g`E884gBsm0qMGw zaeDI|{_XZyKk!c8J~c4uozZvsS9@WZ*N^;3m69Hj5*o=fFEvamBH-8Kc74A)W6=!} z0QD^dSs&Lme0lpWDs1|2JpTKup6T!;KONx7mzH()?ex{{=LQ}TMeS!JUa44)-YPC5 z^7PNSAn>RmtzZ^(!?!Gy9Wn0yAHT6UJL4C-$Z8|#9OWcwND%#n0#l*RAjcz*xD{% znrRS~UklKeZJk?#{jlr)Wx}=YgZ1Q7Zqx?7wTtaLvtp`*oPTMa{WXlOxq$an2mUBL zu3i{T%OThfUjA8=Cct>Q*xQxI0Z}V>PAl{_P`NALJLg(0Rk^@H%WO|=32*_j$Lw70 zz=IpDv9ew$hv+MZa^#pX!rpP4d-`DkjaD-I8~)4H^W;m2%lIk#9;bV&Q%vbEmfx)%H>d5FEb-$Y}ztYBTc;P@Swr%GuRvGexxWVn zwZCUu-;ZrbKfjjv~>(y5^4XVuy)ur z=jxB`Y;YQUZOI!PlDKu|5A=8tC>gn`E`cSuwU*9l*s=5Idz-#FadX4oo|K-lH<4eM zPDaJSNk9($VB2}#D?u>q(csX$Np1e7uej=r?rLN3y>*93;Q9GKHGU3n1#96y*MxFF zCxwL&P$cc$kMsMtw_BRDHIPlk<6e6phA13%^CD$a?QS=$e(=75F6D25>h1G)pt}5w zKIGY}!f7wGoyTd|$kt_B;gE?!aw@_4a+G#bX*i@Yd@%9`M|2O>S_=k4C$ucEx~T zkws(Dh9^Utuji_lz;AQpePNqa+V*#kxp_Yxu$1N*g8{xKJi3B0RY$LQx^0Pp8H2K3KxN#_T5-|&I~VV^ z>4{|4Agm0eh}cJvYJF0{|0}k?Z$o(PIxH*IxLA$*u)v3esQN1Ibi%%^mw63wt3@ z;0M6Ovo{mdllsC6TEe{vb9g)T@iZ||Y|ClwQL|UWxKE zxi&c>F1N<-aZAFxzY>tan+@F!60F}V6LE^Y0#`xUW#MtsLx_4HMAt8=D`%X~-8#*@ zy9UzGC4oNe*zA@BRE0t(o_3`#mv$DC2ZtRzr7 z1znN~6)q9bLev?G;#%4Z&}Sp{eM{l{7UVPJ?fK$aYB42@KwRjL9n(w!)OUjZR%P)T zWi}CEww2wGTljaWJ8A(l4|JdK3y)ZaMl54sHkW?!pd7Bdz6%DnqstgY3M8y5U@GsG zozL-eq56}}-?OzRn;f&DX!%&XcIX^8?z@Mm(;F1WZQep}4+ju9wt)wM(6j@0HdU_W zr6ZUY3v*9VD%T9G5nkhkT$T;i)k;wMlk)|~&vKV)Q_Yo}nC&j2Mu*5Otal8p{8xF6 z@%xH*N+4!|qe?SuFt#}kYj(bo7d*|qKQ7W*Zz5o}%JJXQ`FZ$KD@%7QmEjHly|JwF z=05SP|3KH`){Lli`)zygN+peLew(r`20;x?p!CcNca-D0)Hc`1_($L7Jl=|NTHj34 zbiZ{W-(G8O>hVXkyh9uRqeC}jAWB}ucXojZj2b7y0N-`@o!!#a zwJG1S)~tgp1w5ScJrAB!Ep`IG*_CRyjgb?5R15yfq5hh~_A!T+acOU<*8j=^N20hw z*FP`MvNmUoUun_vq_?e#GEjVuoSYFL?$j{KCs{j5DOsnH*0+AAyM8@cHeE2jvGdAL z&T%6q&KmP@+ORluRLI#tI^{0e^r)vc^IzQxH}y4jRr*_~8*eop9=c!ph+5iCF#WT0 z9BBsff0QRq5M(U`fNDZ4_cO3g@&7;E`Y%aw%Nvo_H?GQ)qIL8y#(DIqn-ix#5!G8x zp*<=HWnms0IjZ`Z5)5T~#Zssf!=EX%!FTy8bBy>hwl)>x{H-=6pjk2u!aE}g*D^Xp-` zJc&b9o%rwC-R#<_rJ7+{Y5rsB{9`G@kCQ{+@M3lR{xh9C(YBJ-B+n%G{enYSXY@ie z4YoPL*14tC6Vt+dyYslY#;bfg^H^QSUPx=)K1Yqm_%@NI6pLE_kGOnQpMl;`r{w{R z*ZFoW@&u0e_!h>e{L4nOUtfl))0#}$Z2*q~v$;7$wQSSJL``i|;OjUYQ2CgwsEW%N z_Ne%0rop;cHlK6z3xzCVOMW}3`O!E2w5LZDmK^_I#psz@xK90-*R)yhUEKKDC$bmS zzR0EH+Rc01#4lq1@rNG^+(BlG{;{TcPe}=D+9$ocZn_u5e|8*%&n09N?;Fch7z zB!|ecL0`_kmPcIm&K}p*-NQgK(()*HLckg2DC1jxkG){Cto-?|SwCLIhI&n`Fs=ls zLq^Ver;ujqtk1-Gie}jaW^6hDGyh*56lg<%mW^Um$(_qx(C_X;zzo%Z*NZTp3 zn>)?9y8C&<82wSEZd#xdPV95Op^`0tBX&j2p-vw{1)nxs^rkngdsuSvtuu%0cbLtN z8-Rjt=Nuy|{!AYal(v~nZgDEgV~a>R-cW|%JXD4dORtQD4Sk5! z|MdiF{rdR7GTLlLotR5`;iGpl13%-s@HV?mY3@mK!Hmw;sF80x1J})ZkhGD0rpboC zw8~`a2j9eNwaF}!jn}l#Rh)yqhhinDkhnpv4xRA*cYH%}rlCK>brp5esCv37RpfJq0 z4!bMzZNEivI{yqffx=W^UD7MUYc>OIl7?kPaC*BR{h*zh1F_Wnmm4)qCEb0L&6R@u zWD$tw&V#o$7rlblhScFN4a{yVk`NeSr5kdO*T@PBAyofZTvV;p=*OsXpT-CV@ua9s z=!BfjWn|KuyR%3e}BJVe<%e9DD37h35y}m!%8!1?6y6^^5*X`=X`S~zYu9^lYtffco>^E18FZ=b) zhWx4OWpD?ehS|Myx9V;T#&vdXZG=fHq?j=c?(9Mb9{IfknhA|ApM-TNz}m(N&UT`9 z(n!OG5CBtKJ@EF<8(&a+f-wuLfl?D7*-{$e!U29Nq@Nf00bmc)O!!U3nF+*KO9n%b2t_BwlGQpgQu^X;SgB zP(hd9!-cBGS+Dhj^C!|xc72_xH#l#R^V+hZRRs-stGHQPw!LtGHJ;si_LHdlPbzfqD{(C(tmg+eZ^T%aXAqF?yF{8J?C^GoEv@E$N?{Q3( zKe*zy3rY_$vg7%X&C#g+iWk^X!BDg4kR=atXZJkkPUsPc<|tj|o66-6LB&akHpHjxGsAKEE6Bzq@5Z2n$@1rgLZ+Pc z4gKz-{5S0t%d$VV3STd#zFsUa#>J=Hs;6cDEMNl#4J7If!Fh3j0{Ybe{(U*%fB=r1bUMq#IVDovv4NQ zCuAbzw8m-XYv&`K-BSdycYfhxV!skxEAIRfzh9EXf2O8Up{B_a5U#hgUu^F02>alJ zxnJV{;c)f-+Cj`PB}q@LQ!KxTjDU!s4q#6`( z7S&yzj5vun+v%S9jh3*OezH7=5YxF1&qwZ1_{%?I7C#T6F#EIf3sS}*H~siodvuwA zgO$!)RYCq&GjCPCtrEHG%mq2r{z+a%LHGA$F2DmlW$*Gl0Y2vd!ddWzM8)gb=P>hT zy%}l{d1kn%^?v5#V7u#33pjN*0OVlqCiD|Sc6Q#;StAQaj92%Vf9ndXHdr^_Q$3vx z|JX;pdR}>fC6cEPzP|b3(MmAYDMIQ+3LiDe!623xZpe1n4p6_@P~(p76Ip>X)|V|g zT!B4_+iUU}IaGmStEb`=`*L*XE%p_QMXdn|LWT*YHl*|l_)L{97xDti*_9#v|= zIbL&A-c9|GS$#nHlm=(CkuYl1zb>fc`(w9vRSgUT#rYHj-Y=lN_vPt($USb8i0$To zYE6>1$xpKsOdl9f|2gTu=-~)7hz2d%%&^1kH@tdk7fb6|4FWG?Jx!LK*DtRo?{H0r zjb!YwuAUVd7mJ~#o%Klz6T#TcxZ^Ya{B{(y9(S1%g=UIa2@TWvei>r+{qo8&zb-Ja zw=M2C0I*%`cjkk;Zt~8jw}8j*2dt{T<+ESFd5@eqg2AW0fR%ZSA;0G4SRC4S2Ah`m zPgKx<4x0dIEqMQO1dU+nI?`=p!^mw0C>9j<3irY}@Q|A{N)C7bl$_dG~ zR}3=B$RaAl{Pz6(RPu8v<|iPR-*ki6sFuf~lh)G|y$hCwNOD}2KJ&YA#j52s&~L}@ zgLZCOHFg(D>aOo8NM9}=afEXlJ*{jMgY53I?rvlf>?>TKCCOo9%Cg+Ce@a-xvp|%GR8%b|cDX zgCj1OaSJnM@_-U`Lvgm67tuX=*}j#B>9)NO%;-OP98@t2!F4R22gA<|i+ECi z(dA{lT7j5=PCRcjy`yUu^sNpCkN?lH)%iU@1zkfaT|<|3Kca)$4L7}&U_Xq4KIEe5 z8{mNDgbr%%v_X9J1$=do^g3XlC@(^Fk=o*Wm{MR>7_+e6`MqPOTd&ExSV{3t32}0u z8$)r|`%&zBb8B@Em9@9o)3_6jaO}Ci!9nvrQF#SDrj%aHeTkYO-NFB-aHnQ_92O6y zmYwR*T`v3Z&US!kG(3CwHe20q3GhTxR7PBs{8vv@m+Mw-7r4ID(HqLPPun|VGj#Oo zoHTZSvjCayxpoqV1#7eLJ7 zb8kiSwEps@zhr)3iBf(bn5t+aI_HK6KJ?C8{h{KSHL&k6;MuXpP56C90tCzy z(_n3xg=dRf+dw?V3RMWdRn*b!z8G!s^^DO_yhbc7eTLl*YU=88H!2;re;$Q}tk7o= z^cq20bJGKNLiC~GxYH_c$bQ-^olw05XM;pJFKTH6+-~XmgjbQ_wCExjCeW=NG?|Pp zbNp1%BA0<2n>-dzvBeogxqS5GiDrzg4cf&l1XCPDm2qmzb(Md$r_9cEwOLkHAzoRs z8(t9e{WOuI_i{J}-|;AhKV`4k?n6a31B<}Ax3r~x#;*<1k9DxEo4R=X0$pr0o$zdWl4F0uA`QZsgL|q#c&%7zHi4{*K#c$Uy<`}G#mSg zUy-&DgMzfLG_WcW?^mRY^mrwX_O+o5c+Mh?ocOaN{X!yLlUh1v`tu@9-k$v33?yQ& z9jy30lVT$O4K8^3x-jHDCBSpmWFSq767e~3Q=OcDdsu*7McxJlu`n^k$3D*HZTLRq zad_}fPWN*x#Tv3C=z^U|AtAOo$l?iw-S;8$!-IrSdWxD=)^(WyYYH$s=L_HazYX5w z6HOVd>tn8+~m9}-;Kb<6vq^tVzqkL~^LzwA`VP&HuG(vDtN ztt=!Yvra0<>78aoC}lX58&tRQ2{kwdr$0^sDD}0Ye?3OVt4di->O>#o_$Sp4>FXx1 zG|&+9aqqzh=mnEr^avG_2Z!Tx4f=gNI9L7hg)r?g^2b5L+Ma3<7v(a=-75vsI~j$P z;E#rxgd~q0j4t5EY8Pt_+R<-6KJx8@g%n)P7|YB?>7N#5F>r*T2eeLCUP_lR>Z3`Kf9%2hH{AtUHd?Xm>qpCZiLACFwRGB zFK!x$`|c8s{NxEC2$j@|-jmdl(ul`-Uml=11}^LSG`-SBQdd5*2U(Vnchx&SCvu5J zz__#yEFb^WiNtNq$A>V1rjI@S8H4Kya7~`sRVtjea&~zzdkQO^hiT)51f2dyCzlM`YWHcDFtnWWCk!P+L%zODIi`aSJV;{eu zm#oMRPYNf>Z=vt+$M{=Vuc1TU!M9!?K?WQ6yHG2HHRS$GZ?8=2^@m3VO} zF)}aRsFXJcPIU1)Q37uoCCJ`^`xMjhVNU%Wq?OS3hWJiS%4xb=$wW({$WmRJFGMQ1 zmsiiJ)LjMvNM^fCB1M-$urA@h_gJRcWiJulPgt2(7jCB1b$^gXKahEVPR2Iz8=(2Q ze@0GPP6?2NI4QySX)+%UwX8t-X=uZ{s0V=nX%YppLLF%HN)7*o42f?`v5zEaI(-YW z+_Qs=e%NU!?XR#Py)6_x_SZ0ztk_dZaOBvJ+;jYcieIs#AVWUM$mU=VM3|Ghd}Hv$ z`a+5tYHeUH812i-_D}Xbx5w{a{1ZY@Wbn@wev#cj`f2xkafKt`p}o^TwrLb)a{oL< zw%hR1<2Ca9)2FHVE`wsnS4n6*YJ5mhQoUd-$|qQuj{G@%t{3#7y;!9$Q?Xt4Eetdjx*JAyE@m@AV)- zFDMt~qk2&eKaYj6!Q3FGR|fCBsET~=M|1Yeo!9z3=TG;&40-P9+p_t?(1MilbFr0( zwFxQPXJpCiFIJ>FpByYj@?PF|&FW9!5N>|3IhOkPLgqS*b=#15NxK-xbHW#MugqJW zrchy zQx3P%*NiJ4^mrPQ?@vC8R^Fe^H1!b7FReNGu@wut^@#sI_v}_On)0o>jo5syPaLh| zI<44n_My2L^yl20;Zg3jY;H&E^d=Ul#WQEmBvEA}^%l31fL0&f)@h;n4uyFd+P89i z%&PP)B?)Rs30!bjG>oqkyqbo2nuhx=*1lReI@S8b>Snyb{b)>IgI69Uz3caJ zR$q&}X`acg$FBYfV)`jQKEu&cj@o%m{F4`2ZQp4Jq}Tw}u zx5&h)&1v59e;hVCjZZm^ zH{YQZ+o4tbBUZgbE07vL$X?=@IxR5P!7|ptJ=VcC)*&=Tlj}sPE2*ws)t&CCt1oG* zFX_TT&&)}`kecv}N8RC*2+I$eg4c^w;quZyzNEe8*AZzerzw6?0<884t@bgk_DK^h z%0D+rXnyG!P~F7(hp?Qk_~qKlRRJ5C{$_{X91c*Q1!Rs3A>qYW>QVRwL-aIk^fZCc zC7k?_uZ%2yj4WP)ES`)k-u?m=Lq`)ZBd7I7-8aWbal$Rxr8OOAoRiUR5HAVL@p+l! zctyUm4x^I;<5K9qH%o?KX%X2z5ffPup~iz{=K!aa`nn8 zk?w31)Ma?oWtb96??{|bNSt8kpx1lFvzPE;FX63xf}uf)0gz36bSo&4vU5txvvK-u zqlh6sg(Mi<2Ly-8%yH9u*8V?~y=72aUEu#2ytq5X-Cc@Hfuf}??rtsa793i8=stg@`23mjb0j)-_oh%L z!w5h^|2L)82LBL+2s(rWCevxBQrJi9d^%V)z7k!t9Bg|mo9eKNw0gke|mmI zT=4;<${oTPi7(2+y8^78N~|5f?7Fe6wy~_nm8{McitZslkFNq|<=g@aV2UtXW-cdekLthnlp!A0D;_(~dm}4*5QI6e*jhC|mOh24KEcG(2$FonVIg{ zBIqWf9)`hm6XAa1R04Lg?sM9yUK%M}8i{Qladz%5%=>*DKl`R+CO|u1IQ?mv8lzgw zXiVOt@}+nFIDz&!A^$jG>o|dF&p|@(;YBdJ3fM`z9dQ(tn@MZ5O@7%-H+MCu+oE91 zoD}gWiBAjMJ-Rq|g$L~TbEF>~C*U3@Oha1nzwjHm3S)^;;kyctL?NKN2_tCWGoCLU--iHd%)$JSxwKk>%eJ z{0?x6kWO6rk_qn|^n{oe|M2zr_hSY!4BuuW+28aKzHJpNcDS-52@@;vb1@@HJ$PGh zrAb2lN6G!}fnCA4#DOTDk>uOotR{ztvbREIj=~JzR~^P96{>pgbYaq@3sXW1-cyuP zG<&PMd`hhyv)1@e1PCX-NH9vhSTH`_`CIUy?c)RO-K{j7?=- zT%7;=5_{q--bF}r>3a4BrvE_odn?W?I^r5K3(uhqll>)I_&WgQ&GJ8N3jJSv^fwp} z$W)0j@s}dqNXARl$!&34p_YH4Xz|&HtDNi4iot*o{61)J35JCqhsgum4H9?F5=Py< z?+wxvJntTXIO+msp36$1W=3yk6T~CTzeB<1{)p!5CukZ7fpEeD+MGSRzf+c7&Fn+~ zg?xeLThBn1t&r0nPx*=o{fY<)bD*!p1JK7TWI!;ffE-~gaVh)EC2{%a0YNO9z&59I zA3b-UyI{)GagUyVpMzkpreo+TCES2#>jl?l#qDR{oCVrS%G2)bh3D?;m1lUftV-}6 z?S3T!k)OJi+kSZc(Rsf>(kcI5Wm*V-7TzFRaRQ=y^c?NX6}vl#1)js}eknUsJqrSX zeZ$B!>@{Tob}!GN-`8umBq*CI%XJKuX;Ce+Bw!dD{x}N!UWt}r_!K%O!pk< zAwHBN-V8;&FZtYe-V7>K%TaQs6ei@+f1*4X$i7=yI&*(&m;Nh$NQGfP>3``KA{C$f z+Cw+ozQn{7g>5!Tf5;gWRr@_fE`)6sG;6G<6r zRvSfk(XK4qV9!ExJe;vGc?maby!ffGQ;4gg#0yKhV{bsSoqzt6Z-3y#1ZE;=g5gQK zyC;7w#qMD`>p#nZ-?1;BBz2gL5qz}`lM>g_nu%x}1gd;$jy|oiw0C~h98LH|>J0H- z58%BS?}fyy=7D5GB3FVu#u-ZE_yG`xEM5n|!YZr;;Bke{pv_L-VyJ_V5A^|TBz^DB ztV!g(2)$CiG+f_bfYm{YA7E2Cf=IlXxi;6REC25J1`p(Dx3ZR6h|CbjLcLO-&(6nCtxG>^@V78i#IR6p5+$$^ zB~)x?vkZ$%54SN5x4p<8sZKPRP8#YWgKPCn-GGVfP|YML`7vkt|G{_Y4F44W{f|; zjv_)ZUR^N0wbZkGZs{p+bIemIV@`6?fMc^EVQY0Hb#-K6b)<21#BjZ-8F5|o?th}hKXc!b@ zs0L%Gl5mCcY3!%%Ih7=?5oEBYjIFsFiw*eB&hTWr+tp6m7EHtKO;0 zQLZ-4CvJJy-j?dsY!v5|DTntQa1m8oMpRoHY3*KSP_q>WK_0T>_k84Rj^sS#FcJs8 z7cb+L3sz7Ta^pt}EvzZ^um+M!)iAyf+pC`_4(>MQx4#Ng5Wc|IH ziOfxE;1y&m$d8#We=Mfr+R{V@E<%?-8FMgrjyQ)vr3L8Breek+1+rpv`v-&JK`;}} zD+t>Y6Wuz=KanW8k1MqtO%7N!IRm$vkdg8Wn~#3Y96?JYdL7aQcC+1-G@Cg2F6h5< z{mt3CdStuWWv4diw$|xdI{0YuLM<`+Vo|mS_AlH#v*tF8)v%f`2C}h?=ohi{nxpBA6%okdGVtNi%8OnM?MMWV-%miuJUJ6-R9*dxefoXH z*h1l}`ET^vcpTw)Z)cZIXGr>2S}x>_{hD~0P`-ay?c_ zA2|n%AnN}%x)thVP}ddfn05oc#=F>=IFD@F#f$EQ2#w@iHc{@__E4@*x4oHZW1WGC z_b>1)d?e)0K#wOyvi{h2c(Sh$P0_u3bVRFP+}KZgG$mq|ZGXcjw8eKl;T7T@^#(g0 zg^YrSoZ^6oADxe%*U)04qp$5tn7|vjH4Aop=78+o4svZ!#i&9_=0&^v#DUqp)}eaI zAW_KI8F9s&~2Z$X}k3d7hCqo{VK^8aN^CBQM)XLkz7 zH}DP?0{vZJ+CRuYFwI~}H>>|Ez@GV|b)>n*(QO`B_H~U#`u$_6zLVGu(`mHJ?DN6S z+7et%GDp(r`R;x|mJN0g*2p-6;=1X)nlT_x{GcTgdxGibg#BVXyJ4Lk~^R7C)9g~U$hFti;T1vD5 zO;;e(Gk;&(Z17K->+A`BsOQu{8@JeAhHv^AQMPeNwcw<-uGW3LQdVtxcB<`K)vX3$>^e0H^Y|9%TpTeyi#?% zo3XI`2}BPIBXm7G8HL!h@Y74dy{E+&yz0zp!u#zSkD~5ewDBm?23@SQ>r;=8T#jFz z{xv_&pm7k?J$Eo?ZAPCn%Y_f723MGGI>^)j>us6adyXc3*4Bc_Q+rQv<;EBLV5R3f zz6tQN4^fa9W={d?FQ%)u*O|amdkYng<26uch{Tc~(~_Uil7lID=fDI^l;Zki6l@*s z@%!NGWGkOJI?+%%1o@@Z%ClBH|svupK<;NN)*Mv@p0N&77i_j4&w8*3}4 zt5RZH*Yjzg5e4=ZR(u~%DR^mT(-#*#(SBn8+B;*Y-QX8TkExFZ_?Iucitot^n4v2*s{4yvn`X6FZ%BeGt0J-FW+fWE@r1j%1wBUu*mXr;Grr ztWGG+DDQj`g#s{zN`_<(0Q(7GEESg~E~bmm<@6el)@E>1Rk$6WEK#XN3lr7ocHSO3 zX)A zpS$(Ow;A82C5Y3rOoMFf-~&V4p8CC7Ps(1yho1Bo#@)Tne?UNH*-5fJ3?~T;MNZv^vQK01&7pjwZC4|$? z3tZZxG|YL>e6^h;i|i2F*(#u5Q#Mk(zb zvOMPP5wXEsvP(vSeE5%v$8pur#aTO1%8EI!hO0D-++gBglW!e7{oSOWR%RZQM2T12J!%<4ad zlcT>gBrqF$lzrVD51Id;3{hcI2C^eHN<}1i6!rc@-RqN9xu&=(qShDtXUnq%b zt+pLqTtfeWBW1oP?S0HPQW+>ul<NAXLq~ulPZxbYC$dNHw!M$l(Y6^e(`W0b^g0Ix{H?A7f8( zIp{D0zk65D9s6rkjb-wWb*dR>T=I!wL8a&p)4D%y*(Mxf&CxnF5VCg7v*gbIpOd1z zi;Zqf<*NSW_OQvH%8dHJ8@G#X$f&+YZOF@In^2uPJs%u?;3lCEF!{gcc3JNadbV*6 zkDUL>L{TyyO!#|*nJ`D}5&gei^_SpPY6DnFTS!9AXe?~r2&*)&DN}Lx{SkX!*)Olm z!M#^UJSr1&9@RJL&mQ4Fm@CHqkKL^wTnFQ59{)LGZL&-boK-*Eyiu>xmb1(ZiA@JA@{M=6qq zC`$fO@+}KJuu&ecQSMMv3QpjC86QomtQ?hMY)NBeNuy`! z_48$cL$S#f&%_zO<>3`I*E`V03=eUsP^?Ig7)1J~COxO($^b5E>-yuajK{aZ7sDgpNp~n&} z_HUAu`%ygS-9{TuE6Vl3)U?8UH4jgJB*eNO5}U1lLm#Vr&EAZ*eGc>AI=<#rtv$;; ztzEV^%bK}AoB5ItJ#Ig3@ESp;o4%GY%lox(ME-p3EWuXu0QDbiKH^RaKi>}kZi&Tf z*7nc^e9ngkJi@#Zz4Y5{w+d7addq~c9ZdG0V1z73OYLaE6J4@N8{=E&=W7yMwY{sm zUKrkx z9(ZaF^B>%F-ot%-q@Zq2(vkFC0fDZs9a`C_i*|$CQ$k!yd%@da{2#x&aDZU$FVr?J zJIg^9z}}FwyJDcL>)?$atnd%*ZC9-HzcJbv;LxD&Wt|Xh$l}(I0@<^J#7>&KA1669 zSee*BE7sn9nMeQWkbJ;x!rcqZ$uE=q1RVIOygyNxLIBfF<0_!?>Bo2Z304jr^l@Xt zRi)7H0@Yvb2w&dp%ow@srUj&@Uc7tyl(>ynL>0K#@Aq$A!C*=8`?=|LRq(eL^B zM*&nv62$bAP>Jgiba^cb5B_VqH|v@(R^%Ia`y1s3VSTQ-Z58nNeCfPK?pWY3m&X2S zO-zBSc((k5Q;x*aqHt=qWBRw^WHll}TWxGcHBJ)Ds#(VL`S9;#3b_vwo-_RW&s(5w zDbV!;!n_x}IcYodXtI8=25Rn>^>haixC3Bymww7cQu*&_pnGKXo53ITk>#lKO6t$r z>tQm6(2bSz=6-lVBmeor3!w-7y-XtE4IWh-$PCa8ERWifH6C|I#OGyNQ*|fZ=|gAT z*pt|U4ytK;oTI78H)YTBkZ$q~kpn;)*xlyn*Is?)v?4#CQ_ozqcywujDEpgPZ*ij& z%&l=Js*tW7P>c3&xB-Sh_oUCr-6|u0*DWp!8qU(|&r<5olIs25TLv2*%syHWBX)!N z>272UhJfyL@u|LP-gNQ9vRFWngs4^Mb??QKPbVSDSz&n>A<9oGfo;nj;M42Y?E-jW zqw7E@_91k2fefe8xj%H3ERrsLIL7J0^+FY?CD5v|gd+4F4nzdkf91gG3vJhkK=G6p z&YIl7rrKBj^QotjDM*SRAJjWgf}cy0R*U*99>0S`pN|o`Co8*QwTmPU@MLGFXT=dQ zr2mGjD9ZrIeO!eg)IlE5;Q`2s;)^Mf z;sWg1->bk^vf25t)N29BFoYgm9LB@~O~h8~bHO~{73g0rOeF~HJnK*Q4i)9@8@vbf z0KF5U8UkdIpja5;gc{cOu7G9%7Afd}pOtfRxLq=bn9H5KINQeqfG}R1tmP;q4^xW5 z#V91~PJX#EY!otI%f5MDoY}u40BRQ;0DJ9F?@tViJusxe;t0*+r9G}tibUo+g`|bxLaj z7!;$0rjP-+nw}S-Lb2r;dEmN5GOkwC=YPTtBkKgnWQjM(F(Q5Lec#JW@9L`?D%q- zQh?1XKu|KqHnG#ldm&!@KGdnv3P4{qGQiUf5W5XB?4=CgU5|Jbeto!m0DC(dR z=rlozNbMkjLV%1xWHxrRfTujpg!8f+WvHHLNGF8=P9@1;sD0(vd$!y0^dh+a(r36n zXa!cgayxZ9g|xj%1BliM_T=XyQ>Xib|A~%F{akkt^dMS-0+>a!_;m*UCrQ=*4axks zRp0V23Vv@=ln|5Q(ClBaTevIRScFg1KORK4-&LSb++tAs1dG^JK4&9g;!vdYg<`^9 z2lNo&17hX8-!&Yk+Q|CCZ~=giei?2^`#E}i8&f0zgHk|f2QuIc3*g5E0B`^Z3ITGJ z$N&fy;1fH&J(3+cpbjM_%VDu}8!$G+@aR672AGvkcZ-l#GD@wfEhw;-Y4Cq}RafslK4h zT#Ig3pf-4+x2obN(q4qkQJm#bjn$F=!?17cKOtmb(fRE6h=MP~KhKltkwfu+9uWLl zZcj+aB>985!CO*9x@LV&m!UyH!{L{oR(pBZ?F(JPqNvkDLJ{S%2>pdz9K)$jAYp@b zjJp;;4A9>X`v~B_25igYf~5faAjO-@`kRaX0H}df3?jaVB}<>MuuIOg(oECG(ue6mx?^5>vdDg!Hfdk-j{>c`>LaD*M_pb~ev7!4GeFqY~x2}B;{fuqE z<6bNUe<0APg=dIpcowSN2--!KLjeKD>h z8g4x6VZ4S9iUtqFF)uGPz$^i5TAMoJN^js{y4auJLTq9O3i>w~6i$@|t<^ydwOg!% zA-28(_~Wkt15z#APs~Q_h<)j_Bo8G#6xMD3k9dH86213cZ|{-n({!N2P# z#f;IWvI{3+1*cC0KMRiN4oywJUP&7vXqNvx(JX%sNpxq)8s|g> zbwUosCw#*Q67(jur#}@K$1xrAPoN|DPAEPMwsNlzR}nRWh%Ue|$yuZeM14#on>J zcZ0};lRidxz$7x=g{b-Z>9(v$k znsw>ltuUbd7(NE_iyCYFPM#u*cY8h-H&&3?0aDqUv>k?`trj@>MV;sm7d^`sL!{+S zyN#J4EI9Au9{A)>*LAq(zU_i(WRzr9^_Y9)Kgo3K*~osIiWzJCO?n9uVx8VyYg7@i zMt1M5AbsbW%}+#IL;6npFKR>Y(dM_4m~>70D^t0hK>n~3V0z&h-IV;_UkW>!IZAgz z>qaS0VjP4Vr8LGVa07|2k)u#5Oc0Sb-=op@c5Nfp@U)~QXXYTme<57o0^cUXR4aia zrNXJ1Zp+Th@FouCU<{o{ILAxaY&kY);iKw!Q%>;>S zVt_0?%l%WobhhdB-oqiv=Wx=_Pq8~g;cQ~K7ZZ<|0JDy#Ie%8B>Kh!t6J>tBZdCP4 z`7#z#O428|P_PmGM?2K^K{ld8zn}58f?)U`V3K?E(E*MVYTEhc-FMnMF z24Dk=k&}E%pDw2qPj=Q>vOV4v!JH)5diV|Og7DXM`~_lzP)=im-coQ2(XG9QUYQu! z1t>`-KNyM9rL^Xg(vtrL%42+>J-tqOu$&7!JD6ZRYxSnTuVsr{)b7P&e%4q-{Kjhv zE)mBZc5G06YFi51^)0U^X{6OFhNQb&W(PF?o4Y9AOM$)7c@%KrzJ`9p$f2cWej;Z7 zv(qoQz;lm&3i3;a?QPLR-d@q~HRBAsS3dm{a{z{~xdue+7Cay;nH7k|!m}MIgAZ1e!{29H<8Q%S4!EhrCg0G4bq(}&G7A(JcGO$ z?mS`1aBk(j^S7JJ#eO(1;tKYqY=YGV*{Qh>;yZhWO8uF!QV6L`>62lRcmjUPGHp6g zgYs)F>1lx3F8tZH`w@3eqC1f zLxJggXm(|w0{$D?OQw6`=ni1$+CkA%+>TYL6p;=zB`yV)1f{=Uj_v6E_SYM5Pop8sWW&P9WpI ztq$@8Z30XXAub=$@Q_()_YkI4_8!SrTqIjFNeWbnZ{AEdqxcrLS>OCyJihPj#dzgo zOt-4PO0gfH*;Qqa`aIpHhfZ;i_(<`g)loR8nPse7#Ev@jQTFCJho2mFJ32+q3%C$h zCz6hh#~)2Wju?ASuVlGR$;^qS5<$@~jHNUL;Si5iE}3`hCt>G)#mG<3C_z)YGX!`| z@43RAoeu;Vcky8m*siM{fC$e~XN zVzclYl9K}Tp|6I+qIgoO7-r}H%q=a5@e2!%1QN$4<9FixH31m(k4KIg8w$vwkG+;b z6XhNc%k)Ir_ZRc|JQ2P0K2RzG2@PGq4Tp24K&^ONl?0tsrSSVWL0I-u5py)%50VW| z6aG9Br0lGfoObxhvRQ0w7=7C_y;oxI1&4vCs7dT!Wle#;(BnM*0sC%wO`N`?%UwGc z9b^Vg0Rr^o&PX@JabMp8g&qmxwQor?X;j->&i!XgkkSQ6k2AqRnJrnhm-d9-TnZ(; zh&W2AkZ6?-xGpewzc=^oN|K-)H&>qvD^N~j-P^ALzY{Eb!AA~^?!QCl)z{n1lsl#p zGdh3>ej2V~+`)Tb3+;$HcahN{K_Mufh&IfaI5XQ`^83lJsyqjXDIzs%%#bH>J{ zL7CWr2gYdb!w?8}B>1WjIdIs&r57e2@8%2}%5>x?IH`2$2ZsZt^3)4^7oKd0nSt*nR2?Hm94&u9pPMzHg6tJr# zB&I?jZ%v1TpfmTa2|)Zk3c{~7i%CWouXwVX z3YBnh`D51C7Uui!6uDJ5nhXTfF&end5kZDYE(8f!*OAjR3YMs^7!{Og2Jr{b{tl{! z^@oY8xfO~j4eA8Dq1t)V>jb&?2s^nEysjAeL2Y5VCUJqqmpFx)0&^qC3&jt2^Kww( zS7MM8r*q5I*$MDlbv*p|qtFQ}dq_T@-iWnp4}A<8ck91TzU&dl+PLq3k`Q@S z459o)B_JNF!MIIHu<%^Fx$W?tAktn=>Ceiy$i3H7efJ+Ix!WC*`AF_!nCpIlAxyfj z6gUYI!|@}t{9)whz@<3Z&mpAS=ZsI(1-;c-wc#9#^sxg9s<;Tr+g#*1h!+~fksu0! zF~{)W;YyWH01!A77pX?hs6r$(<}ZZYnu;TfWDUUVIeBvnUibT9MeHhuJBTw|ABjuh zVN%vm_kP5}z^@-2Bb%wU!eZ|KGC_`)fIfG`%o#D$&xD>9Syod7Z8Eo%e z!$ExQyRe-ocBOrxdGo^X{`-C0`|s=|;*Ou_Xr9l9)XE?iuO666+&*F9C3!-Xdn_)d zPOQ+;GWkkps)tE9@wA?5TdS2CbNE%jkOVf=S$euy^j1E*pIMsuv@|42W&H*DpPWL` z^U>pq6Pa{g?OHI>2w$z?4-A5TDWL`^hA@|NJru~-S=srp*a(V{giGR54LQM4rO?P@ z?Frx^q{*ozFJ3O}mMnfIKn6XTRLZESWcx1=RjmY@L{kk!PGx1T`M?mYrlji3U zGZZ>3wg4d|rV`UTK63G9xgbDf$>1pwZ->RA3c<-A3@aalDJPZwz*L66-(?kQ_AX2z`~0v7Mz6i!msp-A$MhIV!@})prdu3o8v@klw9NKQwIlK6V7MNI zs*Oo4=EOtGoTHFfY;DX&@@4cmR}O6XePeVD2og+vz9cpsx>=awRbzkzwt2JESOW$k zkn>KdXMRLi5Wuq{FgBj%8EjbX86)9+Ds{ioQ-te!Vlc?n`3tH@N{e?EUw!g$qep8+ z9la>gi3om5hSH_gPq~&6+S;6n6vf;APO0PnB`eGMEr=_1*4189^WzUHlKmL`XpAV9 z-hFRoTAP`H0dEQb4iezu^Sx~!T3-MbN_el>YkG7~rNYPe<4Uowa8@@c-JkLw)2x#v zsIdp(Viy~A1U0T7g2sYUqYgYR9L;QalS{eLks*>=6uX@TQH|pKQw1dx(Qy{METSd@ zmO$!=LwQ@vENzU@XiI5KkIyg}PFZYik0C??%Al0!Nmd++x~GKz9u9~pqrp-H?=gyo zV!zOECVE=@!UOMfUl?&)*1tR;B+RdJY_F`V@R<2#`b|! zh5aBK^0f#=bl6DpU=lYReqg}uFk~f9O@`f3XE2*I98SnhreRSpCx?#BY+EPy79HEm zrp_WAhiqlsBCHdK?7dALy&5|92iv+SPdUO$7p}JH{?h^4E%L|J(d@xT(`gDf${t|s zzy9!Z^;b?vZa_l7a3!yc0UuP#E6-NIV=3Cu72*bm@RQURY7%0zlGX!a29b$r$l4%v z^mH-RmhMHieZzNCF56wZ)`8JaUR7$LzCVd9SFSjb0YP;oOORWtl~r} z*JS}D<)9LLOa%}*5y|OkhOgF67Xw*-8uUGn_9QMAe!DR}0qRj%UASB9-?Q8Leew8B z5gP^-zfZZs{-|=Ym%Jm^TZe}c?Z0M`Lt-C05;_o)bd<(oHFejB6>&%#f!N|Ew*E7x zxiMx$j_nFjzRHTqYflNXw-j?JRol>!{e~D8O=JP}HJ28LJz^u{F08(sSB5Ciw@^la*xL zR=3FIiKyzwIydT=Cm}o&5ad}RCYUiMm}t3R@5kV+{qw#DtalNs@|56u5tY!m!0J zcy`(U@&)0a#;h#2EH_-{)o-L19`|vZ#7>M4EK9gyMZbGOU{_cr*C$6MxozX%G$@Y^ z=u(t|EFkv|J+%kO+f*IOudeI9$oa2)hMep1l*+axB;s;UsWD-979Xc@pNxcEX30K1 zT0Y;LC$un-u@)a^b59w8Y4Z6-aLD5lU%oMfg|8jo);W3; z3w{(V;)OoJNu!TSI79u%wTErcq(A=tmDzQ_U{3Zj{{w5$+_Tc`SkZpL@WNGMwg2QB z{HB&7l-!a!`By^kg*1t0NUGixA<8GeC!&aW=!I0aM167Odz38VQ*bsGs4sZiut5w} zdnH!b={FI6 zV?832z}a(pdC@>eVXy&3&u_GYaXTrgxZ5XB79=x-1uW&Tjb1PxqF9E8%-{1eN<@E< z06};NHD&{(jK&}Xh0AjrjomK&7cTlVK8dT`f$mFi_rcOqvPnbYI43z71x5Q6f7p3C zYTb0+*u@($asWwUx57Wfwi$zSK|-S@MhS2WN39N@2j=>mym1eG-sndl5YJ9PqI+t? z1o+Qt`4H0-u*mqBs{-lOvFr>y;p;-A?4^7JYS=yXvPb+qwsasm;;&R=`!)!U&v1+b z0XI4}gzW>Wk0ux2IO7S`OS3zRV#v8(E{95x(U(v1cTG$o+w`t=>hcXCFRt99Z-E*C zrdvkU@46_<-E`MHuHAe+YfsQ87g>#a9#SYKT}55#+#NTXxZf;Mxe$t4_-CnW z1|P})NSA5Vx-|hgo1q6-B!IkTkrPM zaKE>7yZnm97yW$uM#QPp*-Fs@6Ms+R@hTz1oHH=+5tF*CHdtq6D=?_U#BMgqBI+R_ z=2GU8nX2`4`RmftMsECP$DMI${4S0b=Zg4)t$X)BJ|Rle*DQNHErz3-)s**)K10=8 zT{#i^KIKU-D0UIW(|rm$O=ivgb<>7JSdVef`k9-N^~I{^il&%rZKhP4`wpvnReQv= zzOUX9-0yn!BzCy|D*5`S`v~>Tv4tBLHaxZ!21G&GbM?ODw%`}V}k3miIv8=V;re6lxR`?XTFDee2duLyv+SNof;i|6U{ z<%zjO-gjl!?4sWq{v8D}!gapw`Wg>AoYwzUhMG9R#Dt=Xfb%0uFJ6zs$?$>6%4u&4Q!;iD6&+B?g~U@dL3$nL2?;HYEsuHfH= zLY<2C+8a%KCvpk(mEk`*zgPF+pHANXu?icU5prB|ZvIUBCO0RoEyGsp&10o%Mv!z# zv&eqxl+^?A-#@?cE27^5Z9Z#qSHnAObO--f;+qDf@Fb~+%BboLPf$rp>=VLU z1y^i6{`a{GBf{QxLv(2h5pYyklbaa+XQ*RV+C_&mCE8+@gz-aaydH&9lv{( z(e2nIQa-1M44x*>;%SrSo7WruZa;muFUp6@W;SwX^mW~`Jt(tP#Wgs|+i1D{$?3sP z^GWf0{`y3~AQZLcx-|GE%a>PR;^S@fxLd&#E=WhaKXfJ$nqTm(!05}D4;NI8pf`s> z{ae4@iZ7gK%3n1Cn(MrLvYjT8p%qpd@^=U{M|YZ`{%h3Al@5Yka*p=~>skv#qf$4perKQ6= zoX#R!K3h^PuQSeTcgTeYbVGDtQbXv;Vu6SEO~WMpyFj8D+G* z=l-N|_jFzN=h?bL!ThzUET!VEaPJ?O3u1lTjY^imea2teJa7S zgsF7V+J%5#?+l@>3Q`cPT_j!m^!CdYR})9WN61D1@J+$-8x!-U-adat+-?Z74$c zAElg0jQCgAD#~nXA3uyQ5idDE+|s7ts*ijm^LV1?D=iRq*PF+Lw~fQyw`>dge5I>= z>k_lW?~|c~|au$U9~#KYo#S*3`Nx|8+~+`y_ZDO^q$YBa=v* z`fafO>U*PB3K3=@i>j|bNJV%u&dWo6QI|d`*v2gVc3w34yxn*+W#-frsHtJN1TPHO zF~!wt$c^A866BHn`!}4%^H(W3U;FFDf^y&QYIJx+=Kv`A9`^=>+qS%0YROh5^cX@{ z*81J&rb(%5ZlP*zF2q5m#bf^wFJ`VfwTTkfXh$qg2=3eM_&7R$CtFTavgfEBvf+3g z&w4`nPS$4hEs(6CM*i1&XwQ1e$j6Xy4Oa`P4?RoX(KFU``O7==8em^{=MH!szv9n* zgv(H}SCEJluYKo~x?)7AubT;5m*UAEO->PcrS%&)nFygluAByugleV;53 ztu!vA!`^phKNN4zv3=N-ZNmu9wHGB*%HB~R(zos8c5}lqbkP@DJm{3&#giH6y?)*# zI5PcepV=IO={{)^!e45}Bh2ojHkh(5gwS@PRjaT{#jBh)gBELJBaNV?*%dk6jbJb@`31R)TpU0;G_3Yl+>Rfo3ZCKHooX?|9D94IIQT7SA zdi&$|`Y)n;o{;?J`xm3=yU~ZxCuEKkW%XY_uOn%dWT;9q#p5)T5|hedyRK$E&cgz$ zfk;)6rV8b1%P@tc^R=wDp>Eb1m*wVj$`RS!_7cGe`GEmTS#h8PO^ik^0V4--u>LF2pu$}Dww)k zeHBByToK2JUkQ^nwe|Fq*rnmb zh=tGvvOGO{sax6y(Kht6F!Wh8<>#8K$MXjS@G)tLt}ig{8iIt%&h6W^?lNOdRZniF$@M^(+6<0+^X7otx+mi1LKYZ(w@Rd64qN_>A3j^Ob z+Zps#@S^+lJzl`aazwxWEs-yVtw2sg&NXXyAFtyD<5xlK&h9JDMR!WET7@a$+bqP* zEEkuUj3i1C+bAYOq-_>&hK$U{r-?8hilObl7!Qv`FGEi9gTA~pGMJ!skO|eqSEpOe zb$>)(f6(M#E)b8z_Rq9SL@P1@M7kpp%%Ej~2u*HH6rB}Awyi4$8)L}3BtPd6|Jf?51mohO$wQ+13Fo4=8|odp7QB3Tsy;*GYYy;- zpZ+rKHBX5ph`Pjfk1RjAJuuWHQ@|UlPaH-Q$~t)1X2Rjd=&vT$nfj>ki6{z*j;usy z{Ih-O;zmSsQ&W@hHrP|gXn4SCh@Tpg(Bq# zQ?n{qF&F#f;I2bz%umq249D;tSI}XO__d!J{nxOUYB$?Fb3@1I6Uak0!@);`;O~+u zbQra+17Ovuq5e4`A({iUYY9;UhJ%of>g31Q3jY+Q8U=qGL#yvh6Z1_478jQ0{uuqP zf;_Hn6l({s&a*iEj3ck&{-h^3z`^@Ixj<7AD9rF^BR`rOOh}jCUIS`H+3}ExLCk%E`Yv4*}XXJNfvQuuj|ii ze$~F67>-cKf%V&0%}UuoI3w+L$Z6jWT0q>rKp9a$`WuB_etZS4OANE2=yQ)qXe?8g zQQ`&FoV2D-^>noHY;%B5^<;F^thB*hqmkrXH#WvAZ6=s}Q@Ym;(gCrCr5Tzbn&|IA z!DEg`!yDCoe^J5v)kach89=N_jP38s#>CZn_~~Ed&}b;D4)R44J)U9l_BHeZ z7d3}2{|tj#JCELp-6BDxg~F!#B#ZOnbLvMiPDkM+1b(A`Pkvu z>Dckunc9KciQ19+*x|_G`0()X-{H~WF~uRpKZ+xY1ylh=<4d~>FVnm z=o;!8=^E>4>1pff=;`X|>FMhk=o#u6=^5*5>1*rj=Feto=o{)A=^Gnp8E6~m z80Z@48R#1r7#JED85kRC8EPBq80s488R{Dv7#bQH85$dD8EG5o80i}68R;7t7#SKF z85tXE8EYHs80#AA8S5Jx7#kWJ85?tR^I*8RfBob6Uwisr4g5c8_)iA?Ck_9}p#P-d zKWX?+2K_5f|Lz|BruMRm>B7+22+=!|nIAqZDik#MZd#w4mEZ4}h(BBys*uPXEE0S4 zk&KG}@a?asnif$lUo`YYOehps2B^__H-tX)kM*t_JgGA%WHI5}W7ia7r80&2P`Ucj zvm@WlGL;WBI)4i1I{QUb{C-%ly+uH?rL$h5nbq;jxnTkOC52+=GzXXsA9k*AXmYL& zI9|Ij`DwLyfWhFWoCAZ!`zr3L8?ToC$aVHc+U4diI#Mm)ck*xQxe$Ax>$XGfwbiY) zUtd2~c28C*aQWajo0%-S=En1iqZzFRWW&Q}6f18F3WzP#n3_$tT)X$?flE4SbA%f6 zCMITYNN2q3CU04-lRW1!cExmbN`Yd-p`KLV=+;Z7S8S%T#*V967G{Q;b=HeN%TSnn zq#dn&v?I1jyv4$K%^Le@`RL(QyAIG61^5i;tF7}{(Yrk_NxqI*(K6JHt2@`tp-1Gh!BgI|4bsv(Vox|}tGRD^ z$-OH6iRCsok;5@f3o=?I;wty0%?O3Ne7Mzhz-KmD<^nCpxWe`r#k=RY#+q5WM_sZ+ zjfRq`&{R^id_uI}WK4$esWLsEcagNLh5lJw#%E&e9(=q%t0-?5pKrO=BK|SX`=-zJ zS=DpOms_OgOZ89XlzM}#+0hL*A73m;&fjtBa*?T5)#^~Ha->+s4Vk(JFO_VKibS2B zE<5QMoqY=PZJocD^%;kyQBz%Mo8q|cX9Sv0Kec4M)-;|UL0Dv=eNVt)YQ{*EW z8s8r2I(*5u+}sP8ooPPUr4s0_ey64@&>?Ki;q|pw=1~&p-}@(B*7>EUeBBoP`t*MP z&B5o5uWDenM}%i2Cvc~m+dt-u3k=)+^;JvsjojE3FE8#C=&Nadt5g5X)2oRnl#p`5 zX2I0rXVGW6R=Dqt=5socJ@na~dav{GE1Me^7pxn&w=Q@2*uiUCr;`-C8Wz7+8GW6$ zVsvZWEst=Cm3v$Sikk&YABKF|t#VUF=IL3=6XKi=i6M@DX9Lf6wC{Q<_+wYS$MUqx zT*89F(vBW88zVg|^jA#0e0#BP@gc{_(^ms!Z7>gaJ~$zk6?Cn?q*_k!Os3hb6Z-cW zs}to_e8;^vJm!8uz*LP}PPZHmS#wgM-ou>mrYqdQdCJxxO{}ul{Hw&YwCnK)%Oc)d z+)n#^>d1AOo!h9Z+_nvppM1$YW}aC;q@KZhNt>oBP_7kM?hqThG;FqdbGeF3CbHq#ckbCQ$ycUfe#KBW~57doguHC55O}7m{RPOuG>}%-S?Dp(fr|ImL zkwGuH^%J@3z56X`H%~p-haEHaK3Uvk=#k%4r~EKjO0)Id=Ehv-*A6=ha@+&OQGjW@OjZANOK&YMx!^i;;Myj3;}@nHHXZ zF}d4Q0Jk+JAewR4B8tW`*pNp-{TNsbcRDo6`!OrB86H zzAjDh-ghJ^b7&83XHk^nq3ilfr+kgBTjVa>bOL|6Ut6(iY+`ryo5r-kZZOG9jQTQR zv{HQKL7tA6ht`zEzS$mRwDzF1@D;1Zb%mSrRMJBd`Q{J3KGeEZ@MMQdbHR$oGUw|X zbH?MF`(lJzE^O>8Q#iye^zz%~jfzUoHr8itUj_xm)y6X#6@5tnSG6`|#p>!8osBhd z^e!_n);hREus-yWjL_7D6c>B2L(Ffiw$kbLsoL=Rq9LC(hotuGxSP>*q+2n6x0chI zb+0y#RxbxnjoMUY&PMugcAJ}BP_p9Q555)oeUWdmn$@N6(vzM}}mK_g&ELpwx?db3twfhNgwT?P|j~q*S=Q_0P z`R%Z;iK{x&PSm-~*BWQs+4H_xM=MFnkU&a%C) z_>#1!*Vpvh_r|xIh~+JLb3wdKqU3tn`;lAU)-_5qoJE@t%lLGDR4O3qZCfuVe)RF8 zJ9SwBNAw0OK&wdMlc^QMq{?{f67x$#Yc_51Fr5?%;JLBH<(9skFGx&KY4rwb^_oemM-+2!6P=W+@)r71ziB;X-Qv-zH%G?1zf9H+SDkCy?^YaQ65!qz zcwD|K*v)!L`Zy#dxKG!9f5k!<$jhwX8&`WG@--ZTltFM|weDOLqDP8HJjOQrxvruV*^L`&70c)|60a zXGqlvmBh^E<`mq#S?a7JnVPX%!JIEu?3T> z4?VdN`{P!60KM>fWZ}i}WUcb--ZEmObwkISHjjpHHzMiyJ#fxnUsvRD`I8MI5&ob02qKSCwRdLQv{=1KMd^l(mN#^zRj;F0JAhyV_71!`M z`KbDv$>sW!uS`XHk2i(u?FkPn+W)eu((aI$!mQ0xuh9)p#SG#~jkmZgrFGWLlzdt+ zlV)*2Edd%TvO89}O7-$Z(}=V>oq?Gp-pZ!*_>v_FKDF|@J?&S!?b7EH$XTqnG-j4? z=KJFMYweZ%Pwchs>v_$VJ-#`@)p6v;{%POHQ8S~}>eJo%7L8%J{5$tP87zstbn=wQ z#@x6KX&aifFUNf$9Oil`-q{Fk4?ium>m@W&rf>1B32QTZQ^wj>^ZaUTI%Xil$}Z{d z^STY2jStnIoZ3yi*Zg+J@_m)tdlQ1H_C%cBHL}so?v5%w#KUQE>EXn^cInh{v8Hi; zf0Kc$YPW_Lci%Z^;3V{YKhOTYw(IBeuDu@6j2ozBpyfe6J&lEe&PX+@aJ7mglygicfLvljc`gf8diwV3PlHxT26>+SCmn)+eCH}kkSh8(kLzih`0kt+(>J-_ z=FUH}IIFVUzWJ;@f8;sKj3&?ZBi6cs?>AgH5~uO*N%Y<}4d*#)&IeJGO8QE&$~!OG z-wqJn{A}aX>x&gH@fRFxxOB-{@;tyrEf1sDsMK!XQ=>K~(FZgpt#D46)QJ9ec2Y-l zc?{T3dlH}*KCz(a>FwDUCfRG2Z7SQhyQO&XnVFos@#|~EzI7XnU3;ffqLTHvWlUq& zlU5N6ZIA5L?><%E5ut_4n{Gawwu_Na?|FHA>EXI#gpKEeBkR`PeA`AkSt|Q>RmIhP zkL9>dD!;b3tn|ZY)D>*|Fm<-lEHA~k>2uZX)#e$r?#T=D1p`XG9v+iz^nIKa|Eyiq z>nU%4$*pqSh@)ys|(d~Y-C58 z28+JP3LD(IVzfZVz5_=VR_ng@_D~h!b@d`ohXZK~`CSjqEiiJ6T9>)i@I!w1;JT~V zw!EqyIpr3sVW~XtxT;)RJCrm|w$kn$50DnUJ3bkd5}pBpz`&?0)rzgFSZ+-(D;X#@6mYWMXQRc1-7?LU5@-}r*+Ky;3Z_l>nJ z#}}@iOH4>A?9F;nV3IvwBziDu|0?N;p`mlJ`6@hGe)SIXmnFFs=ME&EZ_(ggXwF zdx*HqyXWO}b;p}iesV4S7mLIw3r0$EMfmf)m3Ayn{SfqoM>74!ljk)~cSs`FZYhiW zczA55mnrXxWlJB3x%c{Sjx64Fq9n10XWNO01GkgRuNR~yd3_0$uO3}9|C8_amkV4C zuN#dxoio%t?D+xHnc%bh;TvmmKy`On=?ZQ9LFsJM6&vywE)10;Up}zQ_=>E6h|u<9 zgLzKMj~qU=KWbI7NlDZ%f1e&4?CvNvAfMo<`8w3Bd2`f@R5~d`MJ2cYc0<#1;l7Ue z(1xnJ8U>BS50)FM?Y18+vhjX>Y~^6wDskcA6{BwD_>Rej@(rpNlbW6l94IIpEKM`E zDp*ih|Ji2ug-`R|_>N6mY*4>Zx4We-C_b%zAVzyyYWsIj^RtJzY%hn$E;_Sn#R>hd z-(Nh@vdETn>7@vYJOQzvZ^r+ac1V~g&ex31*$T(Fw?Fxao&NT6Kvq1JD9~3H_qFVz z{GG9c3;3hAcG)Z#?9(AP^z>^lvcBlNflh8{No9QFpiTQ>P(SjgX%XL*bcgB4~u+AfQak5Feu;d9Ow&;~Nr1>B3 ztUGoODTu5MxVCk7WGl-@n7DD@g0TdVo0~I2(wSLfDJ7}>adY?i)ly~5v^urQ{8-c{ zo3v^EN9I0pUcEi@4+vPkvcjPBjXN8+SdV;p4c3TzhIGtXDf&$1%d(JH z382P*iX@b9!2t{n-#Rik4@6i+@Q4f~`Nj0-oi}>X6!WV2xK+w|n%T&Xk3NKRdpED$ z7rpHD#kE_=b{E&IoO4N~)z|Y@N=gRA-(A0XLw!SFz1jDkqOsX5%TK!{l6UVpue3j6 z?&$d4M@RjXTRtnD6Y*a*-(KVURpUEc9}}qqPg5*IvM!E~ofPn|S`;MQH&fK)u(rYA zGnbX}37N&Jo3c`%G<9?D7EE()%&FlKvGK^s95#&*`j2c1n` z*Y9}s=~({Fr#&MFgO3f?G*~3r^_R<>tC0URWN)fE^`KGvEa6kfh9N>u?xl_6@>43F zR@>A3hZ(CbKlzYs&}%$&t2y|#`uphC1a z<(c-3b-&a8vW|rF=dVaA+%&5wKTgQY3y{itW_!Yg*!^7NQ`E}z^yyY#*=@UDRTQzUz^EjsSM^{y@pZfkfJ~`rj3t#`v$J-gY?LS_BD9Xqm*>`ToC(}D> z*`zY@h06C@@^j|Y`H2kZ2s~KUoVWCv$g3AAn5vZXtA)O{L3y%C0*_)RyTV^r`z{W* zU+sLR@JY#eBiDI{OE5uO7uV+rZvXM_**@y_n~S+NehR}2SG#S$7E{E#P1|MnCdX#u zq|nje_H3m`g{D{V1k%Qu9Zi8pBp>%1EqFHHq>S6sq|Ro2n9J0{N6?z=b$L8Hd+*h0 zY>+t>lDS%qDDu(!gu)K<2?dV_X|bDh${Q}M0FcO$P>At0oY)gJXqo&3=lS7||6RX~ zrwi=rB@bpqeF*9Hw;Haz8+B2s>eZ*!r_V~Ae2C4vF}y%*;EP><{lmV&m=!}d4M!zx zXfDr3&)iW|!#}y~VR`3Rd(ssv%7LYeX%j1@f~5z_kLbv@2x@$Fc`tWSon)Kpoaq^~ zc=1YC&9`UkL#w)Okz+&WTw8vS8j*3Z%4zI)?^@zf(afnp;lb60CvG0^Ov>M0zTd1| zW$k;>hoC3w*!8Wq)CUg_esX#1@a^8o?WUcddJKJU`7T*b9?Ni1+P3c?V`vX}(G^}E zzvJGO{!!m6;<@Ky_*`EN_8$t8B@SU;A5E*pt)tHUaNT8J%8Z^_LPvYF)FEC$?KeZ0 z^j7WJk}KVqf54xZ|O`fhHk*?_xR z84efarS}zE$F{{`XRU`Lqd(LWPWVFeh!XE8o{7>|HjVC%y63ezIqK=A^`XNjGR_5_ zJvCw^s=K|SN8Tw96EjEf=|gq?mv_GwxD%FQxw1Ds{qgO4&7LJ3wxksY!Jsm>bX4{We$GWTy(o2ii zjL%MCF5rA*%8$RQT5-8=^R3wk^SYeX9)lHiMF%7m`_6SH_QyP4TYAJ0Q)ocerB=&~ zEPQ*XHK!!b%)@dm5H3*|B)2XVd-<;KFhkn)p2)>i$=*k@0~RUE+x!X)kJrS9&g%$2 z)9Y9?C0=#hs-kpB+IGiRj}`piMl^q!X%1X6rf^43^|XC=;v63r&x^eo^LqO+g;wun zuO&xoey{hqx7~wit{`(pshzGkIc58lB`EZ-{eEy_2ZF65+P3EQg z5oAua#q)4Cr>1Uh8E?L2zS1M^#bv9?hbOnC?%THS`em!q)P)Cxb&B_VHt_p=X@OLW zUuZr#X_mO~swLO(^Tn-mERMGD>nJLQeDcTZ$CmJaSYQ6mGWz|+mpKn_bDh5^=$%Q% zVLi{J2uK?GaX%AHjHrswX)_?Y^#v#^DaY(TrvBP-{rbuu*WU02Twa<@E-x0#J=ylz z)FZv-p@V+Sqx`%=5%;!&ql+YqXND0&5+$|DMR|u!ZV26X>hjLdm3bGv>IN&NJ<3dv*_Dft`kB8c-}6xJj!y7KBe z#kI#XJEJ_y`pum$S6Y)ipHPQZ@WeDP96aFYBC_uG&NqwtZFq6D>X!=quZW$vBVRH6uMvM#hQ1E}hZGA0;hHG;Y(YJbB@03Mne~_N0a8Fuz3Q zb*}n5W8B+&eJ9d(eYM{kJ$zQ} z$xM4acX0B~U13+b-s?ZTKE0~3%F>?x+C8rTe+_eY_|zrhq`zc>fC+YfgnZ?dfQJn~ zO04GP9uU};b^ILdMD;f-Q`N1f9SaU*5LRD|$E`fEVPDv{ZpVCs=#}-!m(`x$>$rq1 zlJnmhmnB^F<>lueBTZZ6&z!Xkge=~>hCL`goxbQs;rTurVwMy>DE%g6T{finMkLF_ zG~P9Q&b0FE){g_1oSyUDoOAir)A)|yS?rO|2~FlIqn8BhD*7EA?zR^%|9HS5@RRtQ z-I^*()rMd8O%^qN+Av1o(Ia-j3XVOmi7@gfHT2)z zqStOyWTF&*I6U}8~M4!or-FsOKo@vlRvIj^k{Dji89Xj+`hB| z(_*0eHuJ_}E~{k;aU4$#`RZw1JUQUe(DbdT^{)fygL`R^PasG zevhI49L zEE-3=VyUSTMSpX7$N57q`u4w=860pg@DOvBN)jnt>!}{UDrXU6UT|7K#^~mb`Jvy{ z>?D>yU;cPy&uqH=0c!4v)}Vm$Jv*m_+wZP?pD*l$5woo(6Wk`}z8n@-dS#c3aqRlO zc4e4*e^2lwsrVg2yY&Vq^P%(`J?;+ATXRHg&zM~@o);aNEw7hjCH8W2wxERgx;G1K zdk^FGFB^!};jzvW`ebv&%j1?`z^&f%tM|${+vX^Y-yZ8R=j&CdOY%9D=OwYo;7eFt zf9#bPG4s9510t8T+}DyZ?^SW*KchG<@qgHR5BR8xu77;mt-I-D1A!zyoH=u*obOD@yO6oz%7W~mmm@Pi>ALah;b&qFf0vTB za@p5o=U-m`{5X87&oidw(~gUBMBjx&rkpHzvRlZkAulbJr;VPw^+?z5Z)`rZ;00lXodNIcJ-cG=vtg%RIJ~5M`_)%&xtFNP3wi(o_$uHnVR)!*dLweY|jh&XoIi!U8jCB zr&eDGk9}*y(T5M2?6-~V@?zH9zy*Cao|?6K`YikJ?{9o`ccA%$-OsPCeCp-(VXswn zSu<(L@v~cJ4D(7k5L~@q={S^qjxp!te*q`%S3266RSLmb{=}{yF^NnP-;H z9`owl&1W+v`aSfIeh>EQ{b|*_j`1&!>d1dV-fBB!<^HrOJ*`W7OulPj`hpXSI)3iC_t+obrYE1xp0K*% zar#=nPkxy5=Jo(}-LXQ`f!F&NKAs#>^T6#3jSH4sp6`8ZPtwEcaNiG&N2cQRagGP( zeAs1rNnMZ2T@U=!_o;&yC%t;%*Pe9+7cQ>9tN4pIZI%@cRi%lG|EPNS{te@chQ@v` z%{<=Fxp>SV!#DZ&Z+QS8%ve`=ApG`ufuGI&y=LTx*mm#1%ia&~=(D8ngPX&O+BdxN z#-j_>PisGBKfM@sF1he)bGJ2VJKuWlQhJd+=C|#ey~3jRJ=y1_fujS)zWDCmxA(l5 zQ#<9pK|6M=p7m?Ss2L|S+C+xDP@Q}IondE2+&iP!1NXMO68eQt)OFX1h>2C3?tB01 z+4tQuarOA?AKI=)eSF*b=-p?lBbE)lzjo6LV^cS~HuT;a>6^6km$>{NzG(khx5>L! z{_}ooTHP!4dAo`}uNz(R!Cmd*?;pB2q%it}EkeV-KCvsF`{1<)K3;k0+Swihzn*#L zd$Xs;7EQi%*BjSPUwGz@^IwYU9TzX z$AyKN4gFS}yY%ioT^(DV(19)9}u4qsX7!oOWZ`yB1~&IiNZ`msnI zc=+Kq&#*i1`}t(`nzF-JcHGnUQ{y3${m<+tKmMh^F}N*}tjCjQuV<>t*l+GpQZ zAbfds;@B?cLwEjEYVLkE;`MC<$A7WYR6YHRxqa=I?hcAMm>D#%zQbJ+12<;>^v6p_ zd;1;!;h7~xKV01Z{ff>Hef_Oh+k0kTPrJX@g5k3UJ^1s=pB1mWt9tK^OP+`~9Ps<$ zF6WLf!tdB+rRvf8?>@ih{uSeEr9b96y!uUv@R>g0_e)*Zu4R`mBtHH{*MENXQqgM{ zf1CHshoh@y%SY??5B_>fr-xsz&rWDNNSN5c_0eZjU-LJ3%zeDm?0MUs|9@jggez&vx>fb;4+@zQRxNRpN~gtHb3tBO(s_b==f;OF3o*UGo>;k_D>C;5RNV|J1Q$3qiZTkt2NuIJGhyj z_PfIQ5ZJ_l306%}wHrLX+%d{oQB$rzQd#P#sCGxxz120N${Ib|!){+AUN4++-Q4D5 zB0*>pL1;3^YtjqHZT&UMQ9VNc*|noL$LXxqvAo>=8M+_nD>{Z2Om4wymbh>GrjN(RLFpc0E*4Sm_$+tT2x%9p%)M-xBsxLz?Hu!MJM5ip_;( zuA-6JX$QrnmCmASSLNu^s^-4NAN-{p@E-{FbXAm%HkXu^IjcrjRXfYUIr~q z%Ni{hODjgzRD&I&qudGAtp^u704J;*@X~6kH8b3QIxAfjuEum#jdBz@tDMe}fT&he z0lzrB8@vOI5FL$ne*CS~E|8x_qR2G3jZ`Ek$!_K0b>c;1ISh3Sl38h&gS?qkUw8&}ZIpRkz0ILGAa!18z9^80t22g;zj>_RR0CdI;P_-AkDuy>z7U%2A zno-pN9o`5GccTR((9?}R%bn#=mvG92YdA2Ci-YlV8`>H;g~d7CRjC~}0YOdgs;Vg} za#mH9)Rbu?IC_1Nex5{$S!-3g9q*L!noZdJ@!FYK9izOteO$4QWeDcRt`c)qb#YRX z)^3xMifSt1hz89z8F*@xtE#FL%2R_L1SEJZZr3U^yt#~5t$Bo_%3SDlLgTBdu5^tC zT*8mXn>aRLwcyQdpS^Hvd+g!P3dk4-m;XnNo3c40Ey-M1TFp7a+z1qo`qY{@CaYU! z?9uT7lT-~q)ot%QlW6##4=i_9Zju94=FN>{nrp@ncnKrP)zYfapKQ0?f=ZOZ4kar~Ou+&$Y0yL}!( zXkvsny0f`GbvIX)j-eOkmUjhpTK_Y$&eSOP-8AO6q6yfpLu$%6#GaN$faR+;yPumh zMx){WZeB(U2|{mo^X8bGZX4Gd?ZZbww+m>E{JV#_ytE=8&==wG1%xg{dULz{_3Y0u zH?`+enx1z&e3R!l>Gj*ZZWrlw=F6nZbq}iJW z=y4VOj4f|H%v1mO&~Z{_9cR%~k7Ls58uZ^D&2Yfs9h1kH(34|KXvG*4dVP!ueLTj5 z_Kz{4U&ffw)iEZdjy0jSV@;^%SQAPdYeH#bO(bnPX!=+aTJ&GxTgRHv zm9Zw|KhA{0$C;32oC)wc|`^(>N3QVw?#b z9%n+Q$C;2g-h|qZH=)q+CX_PXgfhmPkbS%f<&QW0ODxUZ6Eu8;g<)Eq+@@n`rZ=9_ z)PxWDoNl8E7Vz25s+zLuq@gZ`fs$iSv;A`2t6Efw^i_8RW4sGRW>pnoMu~zQ>}xIWJGt z@rQ4Q!@6veiMN|qBD^^suUp<^I!3!{v{O3Jl4fmfDM9FYg3vO8(8+Gz952Kz6INjr zGb{w)5R917Q;;ym!*Gx~nGz681VcCrjPJmDlQz*ffEZ|0EcU{3On1W6aBT2QFj2J&F$g^f z4P#h@QWf6y>tsMgB%wqkGS*xOiQ_d#u|ydWnTJ5JRE<5bw}%rmOjL}iAZl?LHV`HV z4EuzkSoDL)C^2d|v`E-HK#_3E%iIei+D?%KBCug1#krUXJ@EZL=16aZ`k?+11W|95 zwCN?t^dDUnGMw}W-odhe8{DyNtT7GaaFJq6)s8}Ek02U@jb7N>TNQAE;^`Ye(;-o9 zDe)%EAQF*?JOw?lr#QwR83R}pLgax^$tVa$?12TH+sis4-##S1o3UEJQ@aF;frcE) zpC+`k5eH&FOt2U6>@+4l4h7MuUS^MAp@$Gmx-c0F-52?GVO>}^Io4>vUYs}eZyIYv zib<8*inu#g(nW%CI5%tyPy>{ZzJ8dfCN*$?MI?O~CIWC7j)LF(I+Q+LV)z8DX zA|oNjBgUg!rw$Yg0hhW1Z+p`OOoLP`o4Wf(__q&G2J{frL7q@wvk% z*f-Lfh4>48sOOh`>Z~kL^65h`HWE)Hqc9aQo=4<`gDAnCOh#y=;6W8hWf%>`12G|( ziykA!Si*fVBQln72N0VWQwbx|4!6T0t^Q>cB8p#0*oW{E6jD3lQ9V`38>3*~aMa;w zFu_QI(!*Z(!{js&B8cJkP^1KNp^QOBFs%(yJ>2cU2kB-!f{J|viUsV00>wZv5D@vr z?+8a$L)tkdq{;ouDJA{(Up1+`wfOkIb?bk|jY1OY>F&4&86y3?u~Q-!R_-5 zNs5BoGTyBSJ!rDhy)8B;KzooGrjkm6a1uPuWUOG71Y$x!1~Wn^#leJP1Na4~l{UmA zVu(#Jld(iq5{#2E#zw5*ZkXZ(kc|{Gi5NIlXfRawcOZ$R=`BHcklwyzd>1B?Q7*(p zF-RGtJ?DZ1PmrR50e4Yw2^ZIdv?GjqGY?FNh`lf%_;sK`B$)IeSduX@D7YuZxQ2AX z4^l=HEYfcXfz(QzuVhgrI5H%PMXHR3Dn?>vM6_U@2*Dx~@(jfu&lI8<(Dz&M;nVkj_zyWsvJu%Z#mxEGGWm=Yoo zjJp#VpXBWtVdU-YjR?X=@RI_fm+8}yL6;+dp)H=g*Ra7^s!_+CNs3J^7QQa0p1e7wwgn|)9xSirj5u2t4 z%h=1TcJ)H)78Qx})KGPsYEp;&7Y(GMp2kEUg4%asL0HC9gzYMl+euv&t6&lr6XH!G z`Y5p^m|BGqa$7k}LSiJmEo70}osE*F1lOr4>Ks*SbD8G=sU@n|Cew)g?o*LEEa-bk zvs&VhT<|VPDVC6m0+5Q@7~7P!L(x19>hCI2>Qs~r9GTe@dm#@#G(=B!*TyJoRc#FE z_P?%bczTTpp#N7U*?abA4M`vQa8pR%e*M$Z2ZWo|aJ5@EH7vZvSq*ClLN5`7UWT)5 z#+Z}L<}vCx^SCj2`eE4G9FR7qGds-Xj#2t~h=tA)7o34nT?LS1sP9~pcD{+KjazQh z=LK4lDXl228ljWX&Z2}_$Z9yq(pgbmIU1oyTG3g5Gdlb%Oh7<$KEz4!XE{Nby3V z3TsN5?q~JAC*PJaFh4D0V20f`#4)6_q9igh;>M>s!egaX`Fw^O&bH6!<;~Aa+N7VS zcGDN-Mc!vlH5Yb`?AjRrbv?e@|Ay|5_%|sncRb8N%-qibZlXssI?w9!Lf{Ui2i{J1 z1^)QnfZT7B^Ho@>qVBQ9J%$o+0S2cIiPxj#k6R|vmyg8SWg2LrC0 z<9;{(faA&)?sww>jJd+D^YhGf`~0V_7`fkVFTegu8}3ig?bkoO(t-Qk_T)ca>B9YP z`)+hKocqt|_SWsM#&Z7;y8Uz9)fDcZrQ0Llc{Ppu-S)vFuV!+;+g^9_RXg`TrQ6Rg zzIreBPtxsKH(xF0{tLQ&=~q|FxZiE>dFpC4_q**c)oWw9-)#?h+qFsDZ`17)dtaNu z{cd}~+-py8zuSJV`q~2SpRL=|&Azsb``z|!FJ4>2{kwE~v#r-&<$kyQ*P&}$xZiD$ zb@AF(?q8$ZN42@WgZo9@UMb@G9`65Aw;#&5evtb;b$gzo>qoi&7u~*Q{Ph#uzeBfo zdG`7_?hn`PPhPox<$7~_kk78O7WNs(uNzy~OHe*j)nvaA%xCrxa@!MFINBXTqxAj# zHl)dO_kR0wKD&*Od;j|*{B%Hs-22g&@{^koa_LNi7f8@ z%pO=fA@*l|e{ol=Eo~3h_xtw4+6nEG_5HW^;<4QC-Vgf_)=W6u`%@poGq~TqUvv$A zLd&ndfAb@(nb5fRQ#Rmb-0$Ascm=P~&W+Lc8=AcB$_ln@29RsC@$`%<)As4MmlSB zI>~LlIsUN$xAYrZ`8`_sE3t;{>GnT_H5_HPe-hT#lidCi{VY$nKT|)~&+YeWMc=cP z|G`%2eW;cH;a2`Jt^Dun>r-z3Wz;e~q*Z$V+3NYxx*zLnTp($WQ-r*`BD8o4Mt%Bu zX(oaV=LNKVUh;dcGgCmXsXw)5a$eu^o+lYXIOKtMihs3K{QC6D1LydeL~RjHeKJCM z_7J^l@%QR=w7T<&^Si#353;QX*6rNVt~O=`4GsBe2tf#sjd&(+>X&aO$Wax8cX{o9@~et}YzSRfvhAfV@%}-%U-nD!v|lfJw`%B)fKwNpXS!_}`uj%* z>kj@}aqhEI2lIco3Ft0aTThN~pCkCc?EdpvCh{*GZRHraW>4ouL`2-DjayP~=bH_> z!H+O)@vEw=v&V`yxewkwLH{RIV*dP zs&qYATI?+5!$?PEX%&b+9rm~BEk&+M*oITq?1()$4A)idC^Ne%i=CCRi%nd!`kZQQ z`(CQGZH^>vuBvuax)%*wV2r~^TTig7#GU467HjK|s}`HMJkw$V4`~z*F4lO&eP4TC zyT{*D1v?AOg*Dai5ci-fi?#amU83zfsdKw?C+q6Y)ZO6B9hY|Qa$D%iZeiVfg!hc- z)ik}3l$>&VYVSVUEW^M-8H25vSwrr)^R8^0edw^e@5#x{J9yvy`32g%#PAWN4~#4; zuW*g}M`cxY&4Uj;Jo=ww#*Q0b_rLAjYvS5|z}9Qx=7J%v3a5Kb+|8Q_b4`49{Czm@ z-nR~yo8FBvh16L#c0uVV{BV{KX&!=N4`;udb$IB^WoVekiax`Z?R$3^x`+xZE-fxh zz4~rp9jSLFNJ}0#99%zYUgwU_%;{DCY-DW5d6)aw&l@-Z&qt2F^U(;${KN;A%UnabH|H=2?M1PPi!IwI1L8$*0t6$NU zb)6?}S=V{b7C6XzA~U18LIJwZZ!z)>Fozh;1tF)x%{{tDF7Dx4Q4mgEI2;~)`EXBk z%^bhzdO`eE+z^k|jtN~n8WL7}Iud)eZAgsl&@lLHaKn&3u}iXp9SyeA4>;_1xEkyW zw>XBPU5;VS&zB5C2Rh!34llXq%VOohu7}mD;ROaMa)7e^Wk=^r zmp61qd^w#FL6V3pD?}9x#FKerAL1+cb!dbANdRf*(Lo53LvR=T02@ix()DBu*+o7l zdyHQxd&xd>03Q|_$T4=DoHU_v;78#Dd!r$QV52j$-Gu88c^ZeD8y; z+dkcU@5W8-J4mu>XcG{hnDoMn`@dEa=FELTQj=3lN@qXjMvfaQoF!Tx25(zcH-3a54SOM=i5TN z#aNOC4bHsNHgwoMx%b{*P~sE>SVya;XjWyOM0G>c$zwq_b-JKLKkgv;GcfuSAR1SmsT7bVT3 zourC`yF@H_Q^AlUlc2)jL9$x6;{HzQ237R%OA=MFO^0w6Q1?bk zvCTM0Q3s^AA0*p6G9CneLMq1Y?hW8(ah8bjUI zX_-YHlOnxM>g@T#gn{$kNSd;3LZZ~2-7AKw1JrJUU;VnIx@~z*ZT%8B=jlJ>NqfW8 zrN`=Hyl{}{$>jPOk1}oT(tCD6-6gU9)y#oPbxPd@wMri4Kj5EjjBSi}EA8s0)(@nU z`+50Kx-&!+>%QutEl$!vM(X>7_#_Fqes}k}y*(JNKV0{FSSC{$ndp<2d3)XaDI#V= zh4!(e-ZPvP8;7ZNFI$2tEgc=CgG2;{N&KlA5MGtq-PX6 z>n3g3^7cDl?K}P3#L3f_t$6#L4?o&<;G03uytQ-NXS*_n+;Ml#{rQj1n!SGGrgz@k z_R&5cQ$XIm7k}&${#oW<+WLFZZQP}hYT1v^v*}S_8pps`aJzigZKBgH4!cGWb98gwRV!mWXFtrS9!c)yBHLf%V=(U4wFF z5lv9)?`>1}x?K0Ie==1?i#$L!iq(c-n#*#Ox`}N&s3s+o)lCyuFM}N(OIZB@zQdz# zg?IgV37fl%nXGOmt9zTar(U4zq~7Mu_s9k6`{mt!7<2V#T5EunhT>9C2F-<|`A%q< z_gQ7)d$^j#DRPt*)s(>wSy*nUbe22#c@6Fb4j@tGssw#br%|xVgc4ir4_(`8f9Sea z{`Ca*yn#m7LMu<=?}V*urB#}S2YxLg-;B0rm3FTCxmB7DdHd}hZ|5qqv#M!$Ur^>O zsWzJ{ONWoBF3<=2s@V*oNoG|GPcoye-a+{C*k3L65jJq!ePKq|1Rdg-QVtS_qY4o{q6pC zf4jfk-|lbsxBJ`u?f!QEf&1^yE%3$o?hLR3aA&;D7?Pj=P+@6B@o;Aa>|@EVcI8)9 zJBmi;bD$AtB}!37Rl166iky{I*f^@v1t$H@;+}=0iTIGCtg@y`jEsnmi-)S@R%=_{fKl zd}n!~vlvd+uF41A$S)io0pGXsj>yQ!_}EzUO~PYhqvPTd5+cngCN4fQDk?rcGS-YD zqoZSEqRc4r|3v}Rz-9sz`5(Va+c0l#{Qm!ob5xbX(my^cmKTuPS_B`swt&{cZ(NHC zSgrn355=_wLai1i)z<32ME4Kv7OvGE!?o@^xVAv4t!<2tG-Bi3G{^JTjxUg#qLAA0 zI=OL8Z^E?&cpM&AfV5lV$7|^uhieOrwapw)?|A+SRDj3gvEUzDK=~7D^LU($7Jpm; zc3~HMXvx=zj~~yyhk zAdTfUt^kqR+5&`K1*F!63W&=E@yF^>#?`vtGZv`wH1SY95+rUM;^{$+WjRjEB&3LH zMI|?TFBCt2cLCDBAOwoT1@~O2fVz0Thzkmby7-q@ZA*s={AzD>sKC&|N5*Pz9LLML zSrLqfY9Wn;`-W@AbOzzM-WTk8?9Gyq1iI zX9Y+oq?BiXY01_&o{r;12cLQXlp<^VMQUq_c5kenE2uT{zHi8F5&vG&K2Q}1J^S$d z3g<)l7Ds$Zbd1Fj?<{g!;++l@e`_Q&UkVd4aa`dQbSAJYVtTVylD7F+v#T3TJm7vbIMkQFI zqH8hv#YK@Ng^r@4grcaT$oP_kTO|{sk$KQr2^d~g`9+aY#U;hD3DMCGizO;P?pEov z*K5dC?95M$j4O_DM#n`ti%Uu@j_ALbrAp^NYDz1e`SFoOMG3J9j`+f&xag?3Tdrw6 zOXXGlwGwv3M>(8@F>#LQ*rKSI=)_x1&TV>f92Lc`@&Tn~Wwy~3Mfr}R$V7|9QRs+? zj*E>>j6{}OqZX=B8}6*m<^+eqzO$Nlap5oFmbBtK>R0wTKE=zN2z@ zRen)nRE(u0A)%-wJ}NHC=|nyM5Z>)OcP)h+<$t8!Mue!l$T5@%vzLVSEtaZyxBR7o+) z_)APtRa3~(0`o1gaV60uafLLP?!v!k#u zwxlFBzQ`G4DRjn0BI{qL5fd3585I*>lHiCgj(5h!qRhXwHUbY-D7ir7+4-l9*sAD!$dEM%;`lKuwjDRyd3EOX3R??M> zKq##!tW&p>04a5K@4)7t0A|ncsL{UVt zj0qwVkA#T~(HW7MB+DW}NMfSMBti^KRb`PWL{J!#MR1BDBT-ajrVxTu#6(e)5fViv z5`!!=qKG0Ai3s>YS)%R;Ow!0hh-{E01PD>=4tRzkVi09XRNyxQl758AjL8!5Wdai= z-N{JdPEwd6Ns6Iy+$JLg@imJKnfb~HVM!Jm?-SWy5D=08yGE8JS(ar5{s>{R420ny zOUxH2U>QLa0WpLXMM6YIJT(kT3Nc0*X2P9_VWUJC@@68#3fz@^5t9+aSSB*^^(B(8 zuP>H(qQq`Q0vinC%Mj$6`N|Lp3xqKGI^b+W`%6)B3UswyL@iev>z3iCyX zxPw&0Avnw`VrB?aB^5Fyzz30KL}W>jnZ#rwGZ`bskj$up2xf|;s)+Eyf_mg8EJW5F zqB3DbYVH_=I%6ir5J9piLmo}QAw&cs3MQhA0-2yYpeeUj zLb5DF60w4iFSlue>@h-_1Wf`VABOe{*LPRg%ZGseF zTt!kO2@7DiCChSK;0UDnAO?m;K~T|NoXsR8Bbgy8F`}SsA~I-3B7xc?8sa8KAOU2- zN8@WB!U#i{OF|?@AVLm<}VYI!e@J$fuNCf8XZA7ef!)Bx-q!k)J0!c#< z;M)nnNIpIY+C3AvL2Gv?c7zcHx|9fl45bSohZrMFnGs}G2vC$|&G-gOh=dRs3B0;| z1mc4jfP3`-5zHYsfMKCcu^ZL_m<@ypV@Tjl4^qhsUy=kj+7-dbAZpKZyFZaYT(y~b zA8)yc5Fe2!Tr!z~q9_uXP_1+XN+=F$iOB^W5k-g?c*>a(VUEPcB^ESBLVQU_W|VKT zdVx8lnwA(5LFb8(0>F3%gTT;jia$s@Rb{$^nvn^G#!qA~VwPp3@D5MD8TF=~(B0<{ z{yxMAH5oaq6NgDNG&6!^5Te+PUIwc2cF@vE5@1d#64t?|xR?+SW=N6{e(%GE!AU3Gd)Em_*{mABTPpWUD|BmN8~Jq?(8YVw4%a z8xz6kmSq$Pf1Yz8_{JdqDaphDPlFbMwa%F9Plys(V2l_5>`CNZ7RVo=J(IZHL^3uK zi3nJ1<`AKjQA!N}b|;CDUQt9U#s)PAmL%4!61T4qd@0mVjNpjYYZJh;&Yr%s753Td^L@D-2+vEkbsE+Bc&sygsUKm0`8#>2}0q5F`P*ZOa8=YFc>=pLq;)Xh;?Oz2pAy|Iv1nSXap8i7=seJ zDGZ%aH84eM)zG&Av=|}bk{}_7uMjLCgApnNWCqk402^|KUHlqcu80m_ot@CK?FCopiY&0_drrB1%SWEz-VKL(qMi=B1mCW!Jr%(k&!TFl(n=d0xw&m zrY_x{ieYQL~q{kVkl@ob)MFE<#d9ciZXhAv%0s=!A$q1@50#rH^ zH5vts12J@50+5AnROSkvL=Yg$<{@6Pm?(gv4H^VsO8cSSe49OmrD_8p%|dz^>(EE! zxkpG*@5LhHEbRws9E2H(#>WDp_i5P_B*|dFRCL2OGO7?>1{fKU7cxi^Ys@f#cS-l- zSc*hZH3HPGCe0a#jZmnG^FK3+UNDpc09=Hyj3^cnLn4w4ei*RebYABCOnARTktVc> zq9D|_FOmgK`*vHr3&0x;`C`!!3zft~DW7+N&=ds`i?BSZ* z&ALkF@9(b_7KbNBstU-%vJ5&nmHD{15ied91VDBaG(Eydbrr^-Xei1Or80-|fF3BL1T>P;n(FtXsA{A685GGU<5d{oQt#tttqL%e8 zQ0U`{U_jDsS}6)zhlgZjFnB^y0s*eKGR|5cX+-MAaTPFcf-SfQYF`1p7jQATZUbY@ z;7-(N|8W9Dy;cUd4zXaL9sDq*<2_fv@QcAR5~jopLwP6)qLj5rcz>7 z%}MiN07aBfSP%|K($qkaK#W9tE9R^wXjKW>W{3h7Fm|64!K)VeQ7CF7v~*EW_+VOu zY86lsa0FLHcyVyP;2kPLSP&?tiby3U0Vh#ULa6|}12Pf1X`(f2$SOAZQ3*zdAc3)9 z)UblJnH}E35rw`Tq$ba))Bm%LfEQ0i&Rf*b&wK#m=bwAP7qB^(Q21*PU1cot+i7{&RL3oQR4hES93C5t# zNPLP3dx-|lOxP%D4MHMRboba;lW&N3;-G~{Fe{;|A_!eR5eCvg@Z&(Rp@H?a9-4V7QqW)MF-s0V8F2_pAkSh zH*k<=gotqSfg!I&n3GlzhM@w*%!)pyp+}->9KX91p1AoXn@AxQl!!1z(3CLhDXt?7( zH#o*sN9gfH-fXBR#im9s!yH|?8EzCXlQ#U)nlYal0%6#Ebp6*ZB(i4DX#*mr-P7ww zgjp%An?qdqHqMghJqUxk)ATM7IJ|P0#7DoJWnrkO)deU>L~tLP&}z0s#l882lV3O9 zEm4gND5vLctRUe8N=@!(l*am|Ew;oqib(7U!)j2k1!(+2i#IYPHt`BiFcdm!(w1-w zkt1}U7I}w%xunal&i<6kvsUfiSZdv7*^ff={marU53zlRLzT& za3uc#kr%lLy{o(Ep>r^39f`(D{NNF+i9!v1j5Hsj6Rp`&o?-2^{3oBFhxIPf$oq}0 z4c0*@YB{vvnjDiPI6g$9qN5X0x0KMx@N|I24QvFO0pb%Lnr1G+Kc)geL`2=#&7!#P5f zY9fYek>P@|pP$xVXp7DfQP6ZGt_CwEwLyA1TO@!Nm>3X11GK(CKrOP%+!N25=+ypU z?NAG6?%+n@+RPdFeLjUraU0F)(Xh}`dK%ibGqf|nr=gvpT>$DpoAvp$S%O(p(=s$W zSA>CAC`liYt`Du7=Yi_dmk;XUhbJ@vqRqJZge41HRKRFR(}c*jimC|u-C5mB)l z@FV5AoFC=dJkJqrZ95{s@B)Il@&`@YEuTGkf5&GV`0!94U{Gxe*1a~$6;}O&@cDHK zriQgU6z2Y*S7KNZU?4&T`hYu~g4Sni32xO3-E3J#9}*%-x)I2d74^mD=}A33Jz>tk8@{yTZ$w4~Z*5{ofJ6bAHbnbq(}w?S zqlq!c~HO9QT!+-Ky4*@aMj8E~O#QO{O zQmqGOoR#$c5Vx|cf>kt_PC^2xWm--={*n`K9-Kxo;Xj(P)_AW;1ZlTLFF5hdL)He% z3T~8Bpb4~)2T<%X;&U_l^dK~-kPtpo1nj5j#)3!{rD-4m6U{J+hAeCQ3mSJU$e{k9 zP(^|BF%&+^P!x2lDn=_^L_iof=^d~zAi`l$B3C3j@P%9vYMf9B&V+HRYPgwPZqb9^ znp5~1!v7)$4{c#_*Yf-*N^eY-@n)lI7~uTr8*r=lVSRefi?&4j6^yr*VnJI#GU6LX z_KpxcTAr(0UZJMko|=e;+w^#?a@uS z7~~_@Dd7B9P0?+p!f>Trn=pks;A<2N#$~-I45anBCkeaf-uTD|hCUc(?U)b{0J@;T zpsGv?2oME>0lE>whe6OO32+P;CA7uB*UdJ~XJMMTKf|NG`R^8lwNFk$XTv5?mYw);HfY4Hm(CwKJdGl6F}<} zZqYSsAcFP~4GIc?Z}H|2z`_YLkWqMD+PX9ss)N!(W>LYlxNlwEyT~A2X6;4on0bN% zw4Ls-C0yGf?ySr&sdPHg9wF$)TScyllG5Q?gkwFui(FNu6;4}ed1;xWvb1_My4>DS z0q1^|mHyM28I7LpZ)!ofxU}3^0d`<$L2^KgJN!pK0GULK`}p5@>y8R1TH2>2wQ|S9 zncN5nEll=qai_xh5Sq}pYb$Aga2GHx62ey*fj(V?Yj zKFv1nmpjVJTt(>n6yIinl};^mL7z6wLY)tT(S@thiJluAkl)(;AYXgrDS!VKkLYo# zF!pK|&Us+*;C44sDb`>8es}K{wjPekYP2>_S@j6Us4q6GP1~QdFK1%*v$hv(2Xo%E zeQf(SXS3~-K_A%~vbPReXnNLiB>VN8UES6Mt;;(SdLd*>$ZK8ZwAb!^pZ#twTo=BL#Ip5?wW4o5U!FD-& zmhBDOi?-Ko@7Yde*V$It=GtDfEwVjlTWecsTWQ;sb0BA-ZL94`+a}wmgErb0+v;t5 za+cVZ+Mc&^ZidvoB?DvwfK}D{N-i-kh&?y6>Uj6KQ*G^K6%rcMRHKJrr7(vcPYl-x8noc^mRB zrmsp{mG)xVi)pjdXQ$6fpOyYt`eW(K)0U^LOk0_@B5g(53u!N;fq!oL-1M30Gt=j! z&q@Ej^Rt2Hg3ktjsn_k*?BBa@utM!!OyB8ovip|7zj&SM{)uhA?U|gb>5ylLwZb+t zyCL8u^2TyFbG-O}6YntUu z*O|!;J-<$=OM5bXo$Zm>O#|lp)TKO*SgA zqrRWnKF-}@oj7o3?v$>}x_y?ruJ7*LUAbQ;E+4$1--^D=5}qedr%#o3+TOHI82Cx< z#ty&xZO>iXcSr80xi6(H8~kd&7y7;*^(|Q+_gT^o+h%M1z^%EHQx-*hnEP_yk8-!= zexLgM;8*&s>^n32Nb1G(hK_GrXZk%7{FZgMZR?<2Z9cbM58Y#X*Sa%L^H0iNpV!di z*OV1uZ}-{W=^MWtc?;8D7<@8i{eX+R9Txw$D>9CGQ+`DCdv# zuR@R5zP5d0eIa2+^6}K!vHNY?tshyZnLf|`Idz}ynZXNV&Ug8v>p|P2smG#UG`*Pc zQ}pVDml9ScG}!jr4%oiP{nYxIWxuT<`?u6-smDVnr#_N0A^hcpUsFHmcRKZ*0Vh)z zr=Lijp1R+*)w;O<)_yZmS9CsNx_-|usq#Pn(qK7a`QCEW@`L3^%Q4Gw%TJci+x=|$#d5;(WXiJS)uyLYj`_|` zIo)x2x7E@ibxz7_?OqOD8~Re{kLI;u8$;)&tT8;6vMzL4`htK3mhJMyHk;Z#p3>0v z!#1CGTHki}kV84^^3K>AtZ-eh{bGG3Z}sg9Ju{-#`2b6taW*(qQ1;s z5%G)dpjErpk#nhsbJpc8Pu>&$$dFg_E?IZxJSk4i`ko!hIgv9hYg*R2!9UxMTH!ip zJ8oUa>Gp{@W<8BRXNNOh$@?|xgzbnGuHS7ZtZ;W=9r#H^uSm0HUwX?{$O1tPR(lIZpLFrk*r6u)(l>k_oM9_D_ozD1-%dFT(!M02-5zW^<{Bt)=xaly2d;?%6eJl>;Ok7m6*cw)a}wr{Q4^(&dz`*h0Lfv2r& z#Hm?7@>uJ#)@5xNeBAbv?Kj&=+iBY=+xJ$u{;>VZ^E@c*C+m5mp z6|VEPpZV>P@f-7g!(Xtc@mY2)?X|pT4@pS8V5b=zM(NN5Y|u-=hv$;ksly#e@6yI)lGt-)6j?cPvQaA&JQ_@ysum5Wi8HlE^B+##I%iR8}nXGTb8jT z>yxMt`fNjmqsz^m3{Ia(OJ8^Zsv z{$Z^PaEC+4*1IoSFIwL+9?SVIaD(-f@1dL*lGn-CY?rOtbt&#j>a<=P^Bxc1H}I9b zSM$yocINEqFg2_6NX{FvSFBg8KLzZ`-IQ~t=ZTJA+os=f-8SKl3qvQTHe|nTt+&s* zgBQrqI{VhF71>k5mS;~6yEtra>~EGcmZwtc#rFoR%bRGQkO|iZ!WrHs9<@KtUv$a( zNal>p8JQOptq_|svOn;;^%46cohR8RWop-_^77vB?5gBX25%p7$@AmEQ!}S!PRsn& ze_Pg(oJH9y*dKn^teXda-t)1by=|{sCugqccGfaI^F4e#XJg(3`<~pol&6PIwNGff zHfD17ACq^-JbwGcOzk>N>U*EFyfFyU^knFi%ttdH&HN*DTh?RQk7G#F=E3eXf$9!@ z=i0QjX)mO|kbd5KLHO4`M}1ZVzw7<}fbZ^k#6I0VD^t55wX2h7XU@r-lX)a(a^@?c zPsGm6jQuHRW8R5w)9f=dwd)JIh-d7H@cKbop*)uPk~lT%IBywdOaqP(;aJAn=qEGbdfL8_2iInQ zBK(l?QuGsKbRz+{HPU!r!VUn;qeFI(Kao+3cwhL0$wtdv^kd%L^>+hENDVq{DCcKn1FJ(>A z#9`-Cw%A|K)UIXpEa#*tw=d_Mv@_?M+}C<7>A#`x#kkkwR@i^b)UHX1le5<4eP(|? z6RxK+E`-8U^+Px5MLjWVwKz5FC@<=@S!=Ui8N52_a?mOJFPYlac|-4uma7BjgigqM zK|I7}WX;HWY48)`5jH(*de+*(*CGzuKgratmy_$V&e#uRYS*K;Psw`D{-OPy0rTy9 zb5Gcx$oRqjj{TDTCHpb^yY}_=KkSR`=j<2amfByiZ?%7AKWsm3|Hi({{;K_JdxQPm zKJVL)+t1oJ+xOW&vcF~j*8ZCP6Z@~dj@YkduC)JVUu6HlzTftqeP8Yu_GeRmvA=2G zYyUELxBctfb@sRIZ`gmef0=v1e!%{z{iuDv{dfBk`*Qm$_V4W1BUalF^tqt>^tnM?6bOmZa-;X zVE@v-!TzFsoBehBTKk^d$*G5Omc{IdUZ1nH|2LW1^%kAcdws9X120*xXVz!cXKgXI zlu!o(uUoedUO4RijFV~mGPVwQGUJJijd8mz(}FKVU+~@$GAZ=i+}%CDjHD6OkFr|t8tpo+U(^~K=DUUXy~(2SH^6P+Z}Z z@&9A*&7+!Hwti8v5|Tg?8fipv>k5h@qDYfqfFwi+A$@{7?YiT=d++$h{e%79yZ4-N z-Wm6eaqstGgJ45rhrJ>;D1sub9roCR9b$)c_PwH@fWRBIDjg9OF`K>5Iqcsag9@xv z)vTIxR@I!Ve*W4oUnE~7KN5aczEQtKZ*9B5ug%aetrxG=6vS+vloxqKbTnd*D2sP3 zYVQIU!tg%oR(xL&PukD z)8z%EHbX`90mT8uIY}Dlvkc;%sMz~yQdww?3?g&P8c`+IEq!Uo^?Q=k=3j|@nsZhL z@jiCBs0{zxW~3o$*_0A&UF0PhL~TF@J8SA|uD3}W%zEuwDeA>?Dy1#Z$A~%W-Ae~98yw^q+$sh`&Ke0AA_at4Kw2a#=gIF~8 z9NvpJlOHFY{iOu!pHnS^SRs1pUY~S+{BrJ78AL_YRZ+L}nCsi5qvOkBDrFFzu`fm4 z(l#VbT%lMOQXqqP_scR-w=|z}GpUyHdCpN8#D~~C(PBb(QrpD+F=aA{HIc2NZfO%S zOI)E?r1>NRcp}P@Op%;%nzK`fekQ`9XjBP|ra3VO$^lR@m8wpi3HeUyj=o z(z!cj5KDh)5UmbgL%Nq#;a?uQTL#e{n<@H8xSf>Y)jj913?eglm*@j!o%pzWhUTUW zpak0?>Xv4EY!pAAx`=yG2JteqMzkvUI`vA@>0f$dOJxvOM8&k%Nk!fpBOk~ho}=4D zXGvX2*ZfW=-jG40&+RmHOIuv_iI*srYf5A|uuYDKC?j zcpr$lBZGJ#dPqnWe>619Ag%<|NcKq1ir0%@%qWd%l|eig)e!rVdVf7711Q0YMBUPp zQwqfuQx|BC$N=g@A3gh%Zu+Hi9?BrvnHNOe(u2ZHwB6!|ep@2<${;?oN<`h#E5XI$ z!{aMMZ_6MKhn9)DrFW@^#f!&u^Y+Ui7S25vwT-YuT&36$c~u7Sc}y;DcGo?hC!Ikn zu?%jp3}V6DbkVqB`q9^2cNhN*@xcM@OV^dCxx}~MQFOud@ zSgbiD1K2HUaosDvIjw_tUIx)DYC#r=E5}`yK~(#!j%^EilW>}NH)%0(bL2T0L&Y47ipig2 z+hh>+qT{qh;>W(da~fq3Ig#0-C)7Jhg+4vMev|=R7gf-oCB2*QDRzepV#&nqqHgJD zw@mS7kA<4|GJwaTeA04pPwa6S#KO6cL~DZ6$J|IN4C(vzgbZM{=o6_m>B;16ksUIK z&M6y29kdTgrOZy=X&FR|XeW{_?uu=fLFC8Z0J3?sCFRUW<95j))`^NJElC%~FVk$3 z0h|!!yX|o8_$5`-D+AakIz=cF?~|9ubjlzaMNLSKxG(mt3?e^1U-SU^lyr9NmPwCg z5NoJQMNNeJNmm*Du`gvNggz5>OJBRL5FZ&gpYuuv(Ggo9DwO2WH;A|Si$@I9J>iCbbf$2J)kg|5`($RUCk;QP^j-T~7leUH3YUMw#g zJJ=>YeeP;at{md9dk?-TTfyCH`euQ=P+llMOb6f0N!~DF;CI(+I{mUVtK<;Z2)(?m zlL|%M((UqH@?G-V9_F0`cs55+Ov%-(l|$r_`|y?yhAzW5a=Yb4@*?>PB4}qtau#u5 zJ8Q}5@+YL!#7aqie70t#93qRmZ~7}kq2^BX0cw^!Q`6`2+K@|5mp>xCG?YtvgljY_ zG<~yHX>v4ayqn>z$!WiCi$9Tggmo^lSa>#ZXT)kbL`BSc`40IGc{Z7%qox5%18vG1P`_6>rdNOUU8Y8aA4q+9WQO)`e{r7iccb&EdT@ zY?-r3vrfKcPAyiGxK(o?VY}v3+-6Np;x0{1V!q}>P-}7qC!5<5lpB#M+NsIYG$n7* z)EX8ESI7Z!#b8wSXuz24l*18dGrXVqo_Tv-wh|oJ)@c?h=l{AZd1vw(ImAltUU|=? zY&irt3sz$Jk*}j}OxQp^AU`0lkbq!d?@WN*6T3B~(j}a`(f6Voqbp;oVh+X}ia8v! zHMYmORN5k6!7I{~$syK{dGEbDq>Flg+V1!jf_;>|no>E$RZ1$ZVTVHZoAjjCu#TKA ze}S|a9!@Hkm&=ckx`gdBJD9iUrTz+gTdeu0u1Y-0YB4UH-fUbn{iDZvL#edNuS#=R zlQk`qw|K?@%}QRAalfWQ4gp$N$OrWwl&>eJ%b(+${Azi%yh_p~EYa-K)Q0Sdfn!u9 z2LRtVfREiFd7AYj0M(hcy6z`3w z5Lby0ip#{M;yn=u#0}FH`dtaTHSPAaJJaq?D-7BgQlUAdS@~<3rc`rKv-sDGnrh8a z&BpOX5&I(ci%Z1C5v4QB#m~I@La!)32G!3zMEXqW2|g{ak*^O)o0{?Kam{f#1nAR| zm=p4o@{{s5!-d2h=&s09@+s|x_Ss!RaN=z>?)QH@>C?=vnL8t!y|;#x&pf5c8@r6N zb?j2kV)CO&*8-PMEC|S)xI3Um^U9-tV&B9wnn#|eH8~zT(e9ZK{U7?@GQLBLf;yR3 z0}ChanRr&ScjD%d^ce-S%4VL^G}2CLw$NAmulC;(QZe&AS{!sVY8kngwavYc^~!zO z#H@*#zL~yzeJ=VJ`CRf}7Iw!YEp#!mH0+Gqs^r&{b~GpWyr$T<(Y-A4yr#tW1i38o ze)QYWGWU0ePoaw`$0ePi*IYh?9;S4J-lv?`?DK8(D2v=W=hXCfE{DdQnchr2F#Q_i z&iK>QueepSN~cv*7x}bu-i21vc0?X>?{&K}<{%-BcQJ9VwlJb3B8^ul=<@iexu7|s zDc4kL4$LZu?DpsqF6V%QOpnK9&1znL{Mop3a)=E6Go&VN&#bKArxR;6m*o)iU6;Yb zI`@!Cb;GolF+!u6Jb5RZvxR_rQSt;t4-jd&u-;q~MH~Tm6=n-*? z_chHWImCQ+I)8sqCAKHB%GAtN`8D}9c_wGDW)`sXLau1)E))=9UYV@K+~4 z4%#nlG8P+qJ^DN@Y049hitowm!xrOFvh{wM{N1rFnlxTkaB<|e_)_5kVXfh&=B^z0 zLg*XoHFt5}*zZv)Ex{TzjdFn7n(ELdc^Ni8u_?O28Tj%x!)rsgv>baMdrNa)4w20{ zYI*7d$@Zyc!1a${Vr;f|&m_s&_oG~R;5ONo~gYZL1dAA0>#CVZc8 zDB*Czk%YquhZ3q24kZ-MI+~E4@LFCiej~pbmXT1EP>G$7dlGa{^FR)fO<08w-LcRN zQ`F(H{Hgq@yp>`5|Ih^#Q`@cMrKaoF?Ums(hpGJJ?y{~DN zL$FrkO|0P-n3{Mle<^<{-xEGq6K%#7!Ht@SatO`}{HyyTcbUHWO#VXtLO$PXu&<`^ z_C+=uT0CuPqTA)~82>crY0yJs#*E5{3+Ul#_s4(uWi{u7 z*M+zjp3i1HnQ;-VoOa)MT-;6D=-21JX~Of#?V2U@x0>y=6`TdszDa$PZU%mwlFNNd z+vL~pUo++Glt;!B;(hd$oJ{9;nnT{7lk6 z#xCBGm2F?27rOJ3xA))jp2l5d@Jc6tTv> zbaJ8hp=lc^2dC|(ZJ*N<`pmT~a{HX_&~z&J*%i9cwJh?*JGRd^Ql^7tN2sdT<)pFCIFuh|=W zhP7Oos-3Ux6838PG@msKvv)l3u{Ku$aRk}Q-^|^Uv|q7Oo2h`n zH-7l`WUpeMVxPjiMM>ALRRDngt;YMeQL$OE+4A=l+8hPId1N!c1Y4!unY2N%NwG;$ zLOLsN8oz-3c50S(xdKAJj(Ly_mb&EG!zutd8?0kM(0M^UUORxH$k8?V?!~+GfMCnXT$HUiqwJ5qsj-YB!I+t6i7;er6Bz&b%Aq z_u-`qh&AlJ{AEFvSU2;ds01s=Dye0Paz(i!pHN9^GpJK#Cu!wGd_PKkKfYhOP6PM8 zx!MopbFA}Yvv~E!b@+DWOk}Baq38Aq*F*;urLh-S7g&3=Clmntv^9z{3C zLc)cFa?v2h;uOy6;BjTOn*7AZBhULH*+0#GY=Gx z6^|`$=DD#wyjI($fT(7l;aBpua`z>HDD!j0YsG8D(P;DLrY+#;*nVki^d)Vx0;0pP zaPEG7srE1-C-T|sdhHcz33gLki7g|QU^le?_j*nVzf}8Q_9mBv)QQ^_w~#JjgYlxa z(Rf)~Z`>9?-}k-(;w8D5-xAy@D#!MDKTT~Czrh=_^INh;-z9e_2#6)4!e3#R>0_!7@N?uO9xSxW*DG#K*%xvr;Im=1zEc4Krg<|5Ov-0PpQ6t+WnIEFUJmn<=hNvQ6%gy$ z^2-oUNHTIu_huv zdH(cIiX3IPVv%y?v{GrSwpshyxM(uy+eYnrZK1Z=0Ct53C#LCqeFKyv&9`UUwl!_r zwrv~Jw(V)#w!5dTY1_uMZJS%)|9fxG*|Yn$ezzhcA_F%vBksKsnN@L*V(%0ybsbq( zKRvb1cB(8I=G1=7eg%6eO(t5k+x)Z{UAC?!9kFx)2}U%vG>cfsY}5TcH}*Py2>|sv z-AW*j4x@m5lRIdxwQ~y6imvdOFyCp+2ZZgsc zpM8{bnVYy?6p!r%Ypz-yVn@0U6*lLQ#R8$V1`YB0Kr5AZxdIiN9sc@RFY3iepF)#$ zGE!BUYbAl@HkM31`}5E~fii+hXGj@JuGKXTp%vlJ0&B0T8V>ak)4Qt(dkS`(x@j#A z$L6+JHKay;XrN$$>m8iBjlzvWR>**@`4wtn_6Fy2j|h5T-lc=zQtfI0glHZuo0m)a zNl2$$I$2BTD|nf=9HX`jfc`p*SEA4%@3AQQapq zK+%PaA6UId`p$p1_FdBgpYXW2)HRod4rNvjYA?qg9FD<9$|bA}wW7#)oKxiHxvKaK zv~9K}t{uKkd!+ZM{p}rl=;AqzX;bY;0d*72YqIJJz30dEj-DyH8ou1S+IhmFX^6#^ zY0wzfP%7!8V|q6E8Qnd+FdTfLFpOX#qblX#JNcN-ZIX7|-C!c#dYf`9q&gSPw*hiR zvp=5^o>YIL)dzMlR(jIa;6-#i;PEWba3U6m0of)J*Q z#+$utf5FxwmU4GBv=PZ=s~a#i0(1O;&4809mU3%1v=M#ET58NT9IA=EJoL)iZaDuX zm7|ZcqTzL}bFB*G8G^n~-pDr_TR^}mEF~RhK3eHsk>-T9DVLR>raK7l=P1D^MX9{Y9j)e3K&n;OEFchI;JDL z$t|uLB}k7}6CC3$Cw}=YKCA6wF-`QR1Qi^ARR<}>$VVsYy*TKffGabgNnru$?YZ;R zE2as)JW~-ZK-ET~8I9k^&G~mNBajDlp}t7d>!ILfA;>z2Oq1>DSEImJbiRH)9#5F> z&Ou`%C@cu3(MSVFcH)b35QGr98;JMFm`NSn25Nd}&Y)A_#A+326i8!(il(>=6Awo{ zCnF?J3|%a}aUJ{yVH*lh@S}rU!wO_7gt-aZYS0PaMNFVsU{!tNDuuk(2Y4S~mUw~J z!rhVB%~emrh{+R27r8aEg`c-sukv5&iV&-Is6Vl8})kaUJ@Dp5`S;#}rL(N0qL&-zkLtOJm7gZNgHM-mHJV|a+hJh;?ZnD3LcZr##E2KI} zEu?G`Eut9CgoC_Ei;CxD?xd}x8f0;#$02E<8X>JA93k!@t)VL+kNqy-b^Qhu~(d=iO~KGg0FND>CDFcV3$WWWA1? zjrAH~ej@O@a;l{eA=bI!k3T1pfwEll`lajHLTc;LJARV&V(7WAZW9hYgwQRiQ3JP} zoh3Vzb*j6|L&ulBy`4V#q0$)J=KGEG)f2Xb$A_0Z&Hy77T77h01In-v|I(C7}i~t z-VwEkYZQP{&eI_|Ep4)E>Mn(Np(;Am-tf(5MCD%%6a+BdvxqsHIT{Nj_5#TR~P2wVz$01Ri&(8mNM@ z?ia9*qXr&#ZQt#LvL1ME0+$Ye+3dK%4SC$naw$szO6h>#?S#f1z&v-O0W78S z8o)e7pmscI3Bg2d39DPkQ3S!8KMZ9cwt>B#BTxasTRsfGChaP=L7bVr1O(?Uq3nq+ z;I3B))Iso;&_n9TFA!#KH~LOfilsV9Hxt333tav*F*$lG z`|ZUJ;!9P`i_QB<m8%Wc`)^Vgtx0033R4z4B5^KXFCf6ijFEE_1CnM>AwVJ1% z^1%5fTsA&Cp1V{uq`7#DvUR*iSFOkG+W)W@)lF=YsGV#5_$}#Ax0lkgDF zu1}&j@^R5Vl+NcF)u3h7-xk%OE%Lk(6rl)F@HP34&lL5L`O+nvH}3MwJljC(FXQs%xXw8Cbg9~YB80^ z!vve$=%Qrm!{C?bRq~bcl{-hQ0$({--6+O<-ek8x&y6QZ-heq_vq-au>->Io7v*aa zPc)xF7PK}O`(uV(0St*DVo$)myvtOLj&>n;8F!hs#6`-LynbkU=Y#m)f^#+Du3t9l ze9C;vn`}=kd1u_oNZ3unUv~1HnKnAa9CFyOln>{8&@4O5t)I!-4~jkr}&si;;y?^~JlthmB> z=E_A4)CN5{yRW6RWVB?I;)&|9vRbKA7*vi(*C(xpsfww(g0j`dan_N7H1yGN8SLGZyZ^r<9>~zh` zukx7=0z2BUu5H zX*O5ttJSSn|ID1Nc`px1zt$b7aH~@K47Kff=8c=^X z--;!un)h)(0MGjQQf~BD%0gDFxNEs<*NcD7*Qg5dM$@X|tKb8wcZ1koqEi&Awzwu^ z4S9+pXj_rxujwcO;Kax}E%X*$$=)R|8Hr|%=cTNRx&ih>qmX zm5x{H2p_eCO36pZOrb1$&t)xndaVyEylBlyj{2x$oKYoMzcA!&7lrjBP?F7I* zMy&wRbtVPL!qVbZfkYIsxnQ-FbGt^VA>oI;_opS;Tdghu^!|&k^Q|o8Ar8!(~U?$i`GH_v9bi?)V)x|doIk1{$ z!0bUZQdU^p6~kAoADpzc9tm(Z_v7{i)BB5E9u3Gc$x z8#~KfJt+41>V|7?=g3)2hwF6f^hOxhQnCiJ$j{v{dyMWHFLretN?LbzR$mN6nu>(C z%O2E5F~@%LZx64?6%9I%o755N0~o$>Fd&sP7HSfvxnD^zg#(IHo7LCKLg^H@Mbt5A zW8O4dgBSOckF>j8sA-1HtL&d7Y`tSQu&ZLUYMXUuYL68yfc=@=J6zj*vu~{Wh1aEw zxws9w1#@uz^6igTubA9F!Y(1nbZ18LIeSMRFS?um$^9a_HQICY#bJnPWnq%ZDVbKZ zD95bAtkNjgC}&y9I5Pvl#kGT5BBw~d7Jy3q%4v0rsNrhh(&JIY+^1aQ)+Ui0>nF+(7egq$;H~o|9Ma3#h zgN3m*05c=GahnBO1zROsCG_f;RqmDUmG?`pXPW?A0?-YBF97}Z{q-QOf!qo?Wm~0N zrSz(pl~IdgXM6xi3@==OW}5_RHDW-kW2H$WmcRd)cqIE7fiO@zD68Mf$>s*zxZNnu zXYgA&lSYq5k3ufRR7OKmLrOztMe=<}YaZ_uL<-t%T$7rwqE1;vkWVV6W;v~b*ehBG zoMR64t+mnm2!9a6L~qPKRdlwIIg12JA?BXxcd;LRmOVeE z*hIq%=v(Mp!o1b}rQwZQ5>WwN!TD|BpRUl&l(a%IZBiObb$FqXCS64)Q)-~hV5~Q9 zpeW*kHE*G}n5QAqgfs2LaKcb2$GGIB?yJ=k4}M`^K+5KZ>-?2|I1FbJ>zLx$=vd?! z>6qgf?3lr{(l**QmTsnNFUwKOUdxth*u0^0R`r4LrFNzE==!DShu_y-M>G>CBDmd+}gwuCguA4_TA$`PS3zlkKzZ)4XY~8UqWDQvVA7 zTK`IeGT#FGMR#bL8@QD>D;cf4qDj|{75~{ZX?s$4XckWy(v)n#>eZjE)lA(XV5>#Q zw~|D2HbJ`OpKVBAf;m*4h5TG5BErtXWXs9%WS-Sq^sDK!i8qQlbe_d_8Hs6%35wKu zN13}F<7^AAk=8BNsprxwOSPx9GI|TTX`S?LQ;vGO+V(ap25_FVqX%?J2jNHIwI($t z-ErQ8X%pjSuEVawbS88rd?>sqrVYO}FC8x(aW!!@-v^$;=`83hY!NpJGN;DPFQGP( zJA#^nmXKGFTQi$8Q!q0zJHnd7n(170PPCV`)sHWx*D|VQm&4l-9l5IUmSa|N8_u=P zwFoWzv%3?U6PsCFEKaDGsnsi*7@3kN=z{k2dKFAH?GOT*U6ax*02@KVw!y@sH4CvfyVn3@Elt zx(nHyw{KvDv)Vd8&rC3JexYoWF5l7LOyASr)!xb zzr|ZaUOxS@;l$=4v8ZhncBp)F2>q##88bth7Nii0Z)i4@UI)4z?aNm+{IckT&&l$N z|4ka7^~~m=XmS*>I?mt0uI10J_)ZgB~~gL}%|a*m2-9aZk<{{#NTpoYU`a*b#m_ zjU7GqKTzJIdPbD6*17GN-p4*Et72ZU2lH+)@{T+9unm|&hl8*otjDs#^tKC&GQ>1+ zh!hX9+rcSu0`fMb$w=Q8^p{-*fdU>LDMsxpUydVG&z1~1&Q|ba-5<}9h;2EyBf$c< zSt3oiBQhh?@Af3`-2)&#OFOd>L?SYsoheS(rUZkJ_svJ%i_&n=GAF52~w=w=zeI zH+B>pVzkV~w;02RLwUIkw0=q(DpxhDY+-mku`elp3T+Bn_9nRvxs9o!ym21=9fS?b z@fc~t6SsCZ{7g(g==tblT1jie(uQ>~T3N3|_U_smvxksRk*&Je!qENjZ|mCY00nH- zZ~bQep)cBH%qHP;keBY_WBis)x4@2^hC?7qo4bISV(r0KO8mslU^@*lz$LG~G1AL2 zm!b*%M10hjEP;H?RiUCkxt@Fz_U>f7FbPr(=3PQ>=!>^-oij4dWIA#v$3Ivxc(=Fh zloqYSZAYOVskh@Y?7!CG0?!sYx7y?<~4)~*kJcZ7|HEvtP^QT3HK$`t=zU`^X-OVW9uZa{-!bPjD=|OW5 zjJlae6Oz&DnqPm-Pa?Ev*6c<(x=`IJcosE|x;4sfpRlbxtoP`{ZR9oaTbE|Bza!rn zo22VWD@Rym(2cycs*LGpclWrh3)mv|wstfJ13wRcjC)3-{%`%n;i|)fVOM8+*-mcz(1Tj{0wcYRnwwxF zt1dd|=e6fVfssqrCRl;V@yJ!8HPX}AvD|y=!nJsovf=%7G{2(J`iZifM{eVsVyYId zC*U_HZJau*vqvlRVe4#GeGyKdpCTJeo-14$$F7y`*lxHO)8}f}96su4($84G;H|oT zN>x0Zb=~iYUrU1?_)u~@?8`sJ6wGUym$N+#`Nw)%TN-O%y)DVv?AXY_OOVx-ZQgLQ zL;A6>c{ZB*-R)DQXj=7Sj0GJuH?q&uzvZOgGw#M4b?>66hwBZK*K#aI&%mA_Ccg_UVle6axu4FeKm8yhRP{j*=_`LBbs?vl z?KAGM?lA8#JUhdO>pRB4c9C5$teCjk?|058K+DG!?l$Kz=AfFG&^6~?VIOn;s~k2A zmp{!1^JO-Hj=uIdYaxP6(~LNh^-F;ATmID``I~P|3Mma`hj$2?42-xK=vP2yKj{xg z5m0Gp;iI+~;d@%#B0JH+$S`hLBz9(SR}5MOdpF}BlxMtYNTDJ5(?MH` z?7|W`O1}){rRz}l7G-{TR@Z2o3TRMq2oka<0g98tC@s3^_TFgi_>!aL1~4hGonk-~-}Ij`1T; z!l|&pG)|n&8BQ9L*{8RaBx7qwLNNgHj70D&wckZdPmm@TrIaB@bl@8zPh>}9vrnUY zcR-MnqLe}!Nmde=3^AGLWt)6|E`}5n2a!)h-kN@q1+jX znJj>o=wrAz$O&oz`~%9kBZ#m;7UG2|{1n1Zlo@(w#D*OHLoh?s81F2WL?{9kOC>Hj zLtb81AUPzk!$Jo7~QeGBT7?P)Y>*&xi_2 z8YwGg2HfZXDM|hk$pM$A6cUt#Cdvm(&c+hFMRedn$!wvVqi$NB!tGFVNNRn7F1c}kTESrvx=MT?rG z|CF$aWSj^c`Sus(7gfGQL_l)Cs3LcH;Iu>GT(=eb@&R}aTqYWb91K%N9OSR`NeeiD zGlDB7d$b?5V#7>jS=@%M6o}p~NaGZ$J{X`biaYsh)S#7wFbX}USu-JT=-04TwdF@X zh6sTVN<}2F=>+LKfbVF9LYi?w=<*3f%Yj*Hoa6FeA9!kWn(x0x0Zig4BG1*5Fqe;x zhzpDv)Qnc=u^Wg-dXyL}C@|=J;<1$b&C|U}HJ?z7UEKL&>OC}{6sCz``r_5O^T%eI zF-T1PzP@IiFp+J%fG}UXkJ55$oh+xwRvJfIvBb$%0-L5po~8`Mg6s&IDTmBvs+SYo z+`Rxn4rG-L+RXnUC<-PPQ1p0%C^#955qL#FmJgR4=Jis>2+f)t5bG!_hQ_Flmep`q zjJ!X~RL*e*0Rbi1=OUq(F1mc+17hS34RqL`xBP`U5lUPW@amOhX2I^ zal!)UE5q)U7vo#D*{5_bPbziBj}pYs?3$9F?L`uBcMk-1qGLsnk&}%P zas*L111kVuV2}lAk;r@$pClPfMI|tN3ZjqHlej7fkW_Ags7vGo&e;=tV5ospnwVGk z5+(uQU5*K7A=wc5e4)^RzeU=AS(=|pY|0zkh3?#O;fVI${dADWFp!088-=P&{6(ej z6pKmyRixLEia!dDAkYz84q5ttGl{qHZD8^YgpJymvY$n_B4i3F-Ss+>ty>{F8txAU z#{4LiwrL8ttl~4(^`-sW>^isJHlo=|2Z2x`$I?UF0P=WS*4_7*%r`qv`Ut5OOAzcPiN+R-&UA#HcA=qQ z+t=uNn`mUa8B;Y65im=&hze{pGM@lAvrW2&^CfVkjUqj zD|^4dHPQQvg{y>ZYJT>rFD(Cra#J6uZ^SX&1+58t89K6=C4PRJjz@f$H(j(2;D^_I z{v*)SRKP0!KK!xneR|y_fiLa7Xx}1HKS!a%Acr?7^PSFtV;Vy^hzqPSUc4iLqw5Y* zE<0GPK#BecR(TMq>>r%TLKXnb-Y-~F-lk0qioh&NiHQz#2F@|c?-0z3@sl7FD_nVU z1TTr4E6c4$(X0LxF+U*I-xJD6a|U60XEi7mybSWCiA7qhTM}X+h-Vh(z9_`Ar)EMjL@yE04k3C@hM79wzw?E^;YCqIbd{)pn#~|g1(*xe%lR;t- znlg~3GC#HpaeN2)k~i20|6mEVj>`-Vutl*zS7iU+wb%&NG^>HGa_)wDLI~B?nZA09 z_F{ZB2Bq4@i1qr4E2=VjvlfW@m}c=Elf;l+^wx{OFXKRAwu`{6%rglQzVrUPTMs77 zZ0Th1d=P9lG5Ah;3;3EE@u25#!Y1Kp#P5alzq^MK$Rx$TNhF`tVji28G!Z2vMDQzf zdcw)SV5i%{$(YBHm^bi|uuHxLP0^<5qoXs;Q7*{BkY|hcf#r0ic{#b4j9fGJik6X` zA#arw7C}q2_KIA1`MHmDZk0O7_+dgzb@qxB8%|R#Ayw@=$ku`N7&o2lf@9O|xLW(B z5dQJ&5Y+n?r}GCj2--AR)MJr2Mi5h$OK!u|hibyz;R4qY+Ft)5C;??EQ}EMO1E zpoAyz)G9+1Qy-Z!pBtC`N|2Y%A_wL zZbR&|!C`2c1(bV91HmI!cLaVz4l*V56{gsw8cLF)=5l~omRgd5i_@H<02IA33WPXq z89%Ff7>H@7zh#V?NdFM|GP*7iA z{XrVY3ce2}k}3aypfxl8&j>?|0J_1?VNy7!_#cRV@kN?Ja;h@*V?$2a?#+0|r>UTX zQ@mFOgjktoh9{|kj?HkFbH4^kE+0T>%Uh6`#P&V-1xjs)vy+yp(l7uA*35*Ie|}_(x7jrgN=A{T?&*VGkfH8b zSR?_QX56a?Cqp8D3k&o!W@KCN2um{5i_*bf79(C+u_GESJm{`|u&epa~Qz>ER7fEZ?|1|#?up1O^a+7U3knNv?GLh zY41$uIFpHfM7Yel|A>=DfH*1tSDd7l2tiEDul~GXY-AmE|IK<8Y=0%e&+zPe`N79} zYv3@vX&X0T_ai$kxDoc=sWbzOCt~+_9?4nXu5{q+jfCO&Dan(IvWblW68$fZT=;z1iGHt`J3C0T|`2^U+c#<=@tFOy%Xuk!C|}rErZ1)D}h^XnBB2eIpAQrZ#C+c z8v>VxBmp>GaCF#DOFv0WMQRE~RlK%Ljvt>U@+U0~7T*)vBE~0)oCh~O?FSb*L->c0 zCs$RD(&a_8sfmRs4-bi7LmsaAJj|=UzFj`z_bDkha|r2Lb%Oo8daI3Z+mAb^(L4bL z3&2?J!aKFNcN$f^cY<>seE93hWz9&6l1mjN7=TI$geaqL2PbVzVlXq&9w)1hu+BC* zAruAS$z?e~LjOos2n!? zOa=;$Sm2t-7YdH7vGa(FEAUd&SPFFrdfT)ihKE=g+sZ*9j66Wz;dA#${1f)x z+Pku~I5nai=*f3)t`Lw8-gCZ4_{@{iiVztXEV$W%$s^fw8X{2?C)ePu2V8Inv~HWY znmb4wPq38n&Vsy^f!j)s`-}G~@IcOhy-j~kX3hkf7*8GdCNz{f?HuSVs3?M0XHZ!Z zFO%ks$qRmkz(o&bRy5jhOp%MUq{FQh3YkVhB+w-Zwa7xO;X(G=hQj<28!`YjRyNv# zvQLlf)x}?H8X#w(GBk5!IgBqiG?gt9c0DQIQ4XGZ>%9$JuuP3NPWW$1okctvI-zRA z0!DK-w+RSATi6QgCl!RI!hn{e;w2*PQx^`(2?+s4A=$wp+N!Kt>(oBJthzUnKH9z8 zp+N&i64~hnM-Tde-IqQ6;{&3_f)d!S-$BL!zdnYUs>{kTC~7+`3N_|w39yk`G0M9% z_l%ILaqd7F%Kb}{N@OU?q^fZ~SjC_qv~px1N-+v3nIsv6bi6cNGT=l3SQ!?GBKg5c z`5;(G5BxAW#93i)M}&aZ3IkvW27#X60Y>9KzUB(&dxu}TF5Geyi?r4m4t)=n{)*uN zKS2wc{FT4*FD64`evES*>jrv(DA$-q&6O7+x>LwR%72Pve)65da?;z!(@e_)1*9=p znN8$*auph8!i~Wvz+BQ`Ti#SR+57@4HW57cp<6#So0HGm7DM&L=@t%cRSuTRyaW~yAxikNkBcS#Trof+vWz2t>mR|c+15| zW-&s=*fnF?+DU2+qPr-d$W{S9&kU)miv`co*3k*Tp-E`oGsM359^xi#ZVGwfTCb4> zQsj@@RP61gwcE>>3)U&`Fk;z#z^2#UDX-#P?}F#eCu&Uf)65& zMHd1S%2QsV>?|{+4Z7eRD{L^t38Lu0LIfN`Qfh)a6;_i{@6dkL#WCt?4oFf9` zcV~;(A&kAJVvY0e_S)e5G32iC56!hL7vyytyn zZn_krI-?L|fs>&Dv>yuU3|@dT&_610%tId`xpW7h{a{#!9Li903h^ZTv9S(0xksn~ zgY7p!-#HlS$wDrNigU$&IVmq*i~FD2y_;wJ&3nk)jMG{%Onqo94i=eRC0;?_>Fr2I zs6K~{`GjT`)roOs#4gOL8D{U+%E zP0{k4ji-Edd4fr?yC%&fAGYPsA|ignV~JneS_8lf&~esorH=SqZxg-c$QBIQD36eH z2J!%V7qn13`74p@4yEuv8tv=!grO#Pcwl;A_L3KVX?h{vh8KQqI_U%XAuXv$JiCI4 z=%?r@L&gsVV(vS+%!`Y>=&$*o7OFfvKh{>U=cZ%D0jZ9Yf7V4u?NA*i@Y7%cf|oFxL9h!>rYwToO1D zA}0*^EHG{lX#>pxd1XC#nVbN>$lN`^-*gckChUI-0wXu};Oj-_9RA<`ZA8C&d%IaP|L}{Qmfp9r`sN zXIqkrd*sV?z~ip80qGxlI^$@7fK$8HF|1uZF=MQ^PrJIX1t98a7Jj%@PMoAz1_|*@)dl- zF!Ea>yCPwjK;;k;R0kFTk0WBBNO>QD?e$IJ!5?Cg6m6Y>4{)6{EBjwK} z{Cp^@&F1npLA;eF66R$vy@bc~N$^?1g=JjOQw(3+W9pOjg(8p`@ecbo!GP#=(1+-R(9HlDKFtetl`3@81Q!%;hBT~s$^ekQM#!;t7zl_eI$&<$ zAe{|8`8`d1;cHMAXKeuE6-_p1mNuwO3y?A>fQKPfe!;K|+vecB6-Un&(Cy#={af7u z^|Pd%r5qMenT+)Sz4@C=D`8Pjh=|qHv0zOrU?Z<99Tl!wkm^$^OUUI(v<(&QB$t~e zZmiD|v(D2rkeOu8&qK|YjIa4{+tQu~mQJIa;HAawCQmHl~Q&AkfV1Ov-`A`<-d6QY^ zIANGVLAf9$g^PD!1YEH$B{~+9D?02aH^n!ZF#OMw(@cDMe<@smv|&~@DCohf=Tr&= z{{Sty-w4Z_Hi@1$i2V<7=YBasjU_0(O#ny$`I8J_j#w2vq|3CGCL!}kW8_fI1ekHO?`@f16T0*VW_|w11Xy^p$eF>c~=-DiIE+QBA6#rZE z7wW8masYMkvJ#2(UAm0>m&9IwF=8HU68m^4*MI2LgI+e1t}*|d67vW^c{$i~OX?(7Z}2w8 ziWU%+FQGO@sutb!1LT8#(l{rhSSO<|R0kt&P_-|}4qge|uS2dCCHl$#knD)FQOCNz zm=pG4Ki*;gMdF%e<}93A5YlHG#S5POaU0f1e8OmffvBmkuOp9obq zz=41oll<`*a9RGjT%^Ck;y2%p_xefy!d!eH_J^L@WKI8wA;KiL`nR&Y0N5nSfi!Sf zOmd@gnb`XoIzg zBT$)Xs&Y))Krk9wWEDkwO=0C(rg~9HA-)@wGiX1bsf+|0KE~T;J*NN%yHp{ER=A)t zGbCQxU`B{v+=fV!7`qYXy8*qq7=fDwy>_5rEP^!VZeF$`3NCShJjhFbG0{~kmHZW}&{-KdMck1o zMJ5qs^3{E|FAFy48iO@(@xTKeVYf_MHza{hkKEpNq8zf#9_@cOZN-B>(q8MtL$JY%U0`{vT6Ud(J5J}M@P=_S=<;PoqGPoVlVz9G%{OuS=-6Wik zi;%x4rP|I{RsiLf3=m+VTMJT{ekxrDDndr|al{TmoR~d^RvASTGwtB~e1o?y1~gCX zq?{el>mr5?B05+e8b`rA94Lr}OC=<`FZ$GWHH8(25;zFze~PG^_{l(#FB;hR$>0y% zC-ZI~4|t;R3lIk!Zv8ETMh2sM;Xek5(s(z3$QK2kx=Irkr`!D-d@-DlS{*#-PzcS8 z(98|p1(t`N00wzi5CTllp}vU1#D{)3$y1_}?Krai^WYVH5iL$mnH(5TKZJ6O7ld++ zmK@s$DQggn*cK%@mgMA`!cU?r^^3#t+x#741#_=p8YC{6O8y~?FeQT)#up_(rfjC8jImVGw>1P#6}<$(&(_iUJlfpF1-R2#Mq;Viftu zF{-+lz^(uAXO_S$%HnsAkIt?=oIe)THlDcY%^#f@H00vaug;QZy5+6B6Z@7^zF7;D z+2cMhf8UpG3ctqZ;yM~&O-Ut`+37wnmrF!NnLCc9yEDYc2<~F+QXi%PRsT{JCIr`9 zc^8~YFzKNFn zrUUeNy~E~EUqxKF*t5%k8qm>)5FVCD=Nt4{R6vT=&SFL7;4iy_4&4*@S~7Q{A+9e& zbL=A{buO+i#kH+Gx1MmD?IA&Xe&qjIYS0yZEk$KR8g97`8|Xga6hTE$ZY2|y-qJJ; zVoWlCO9qqc*Boz zd4xa`Z7-x?7|EBc#SOa@l2aB?2zrn)A27cd5@%ps4A>18^ufe!eylSIXxFE>v?-F3 z6KR+1zT;o`;o?uCw9Lb0bidx=nPt_5DCZl|kMG83b_XZCrEW_N*T)fAh3h9j$@Qgb zSyvhM&fhU+Kioq1SN~eqnQFNmU>WqwK@nfyp=?##)4RERdOWXL_Mwal#SiJDBv5iN z-}+*-yZv?qY-`jnoLt{WLP^B)n@$jdOdyoJjPTY&$+U!)57bIdM6Du21Vvp z#?@J+$~X71L79Bc?~OX9%A!^}TB5lW2**x*4J#mj9 z_lXz;Ii6BU;!4aX}GfrHTofy~#Rq>Wmi*T_y}1<$)G!B#?xNjXD^ ziHtP@NjY`(z#*{Mdx43pVf#siut=eJbdY#;L4yR`t-5!%5u zA}iUd518wX%}m5Xbk~`~FTg=Ww|bib!q*jqM2KGoB>PNK;?m=hd3WOc@Y09^uM~e6 z6Uh{4-M0_qn>Pz>X*_ZkGMjEyar{6-_AR+NJ7=RaMfiEl@1V-OPCG*Ot-ShW0Qyvg zLSj}3TpLg`XP)XuFTM4{KG}Q~F_6fu=~F%vw98vEO<52V=0f-}EB+{eKD_=NM%2*q`Yv0B9g zKDH6#6Y zD}}2D-h{wj4N&7j5$hkbM>chKCI{_Kg&TaG*jeM~44;;OD6ECM;7S6nA_IN@FuU2v z+Oz;fy6ItS0#e!%nB8dY`aSxX?kuGQa$z#3_Xyn_vOhD-l--7Q#BdxrmI_~>wj*+P z4{C~Xi$Skh=Dd#Ql^xU6#7_%vO8t_&rRHNZ+ockjMx&30@ft_xJ4An2{HY{C#0MUs zi7d+a(LxjhMbgXl#{-m+1Qh33$|MB-R*f+Yh!T5uvIoS^%Yo#K*b*)s1*Ezd`6;=p zXR;G5kg)fm6Y02z38D>a-kZ6>1nz{-H6F*jnfb5*9dv-?+c&!{~sOVc&Y4WmI-A=ZS5;BbP*e}@3#;6U>bqte*Q zwv$c%N@3T8pv4oc6Avp23bX)ms|*+jQkOPzg*|#InjfaBKy+3TVLsvU8PnHy6XBf( zMiLtj6RM4%;Bsks>4-Oq9X-tQjZrgwK+0I9Bi%ke#^(A?P6chH96MxUEAUEOG58#a0}@~ z_s0L?#peK?$>4{5=eWO_Yh}Wjst}Fa@mxiob)`xPmMgx?EcRj%gl9|$YreJZQqha^ zV$sfG=*x>!+`Px(iTbKw)jUphhVhcoqPM|S^2U3aQJ$LW?@b~29u8s(+@hN~%oNF6 zMB>{6A#e`xkZXGft-hgrFP;qpKY}O7CfA22TAhyK&Z@=%YX*!cTf2gjUN6(_^SU;l zrSaahx=tH0N1z_<&(dc5uB&ynm9E{hs#-j({<`H&UKE6Fmwkn;8`PB^PfN5O?e7J5 zyRQl!yKR@h!#W(%f53Y>-Z8gs@9n?a^FHJ3-!odj!dpK`{2qHgkG+SbzehU#U(>#x z-9O6=J{Vq>yuYr$pZvR@zq`JB>|U4NuRa+N_cX4((=QDPjR{TvuCYHMy#sj*;9BSq zelQLgxc}ZZ?djv6CSNPMKz?Fk@AJ#?P4*4(P4^A5d!c(0Slz#PUZq$wu|a&-d)i*R zuHU?9U87h)ndr+i>-*mEEb&0$3NFiv6nq*yj%sQpVnE!dIciLlt$RCZW8{4`2@RtuP;I8Doo%lSii~7 z5NO+L+qah9TRinE8Y`7g;YIk#Z<=8|7x|KoK8<9tRkwoh^DFrGi&XtS*BTFqHF?1w zvJK}8+FVnnLeDx~;Gy*&>w59g5J%$^`NIq@1f!1Urx^yf4ufo;y%9a*Y)T%wjLIAU?-^z zWbR`!$)~K@`1gDraCxoy(H?q(Kg#rM+b^(Rs}Oxsw-1>g2QzBq6+h^-l5KaF&ZF#? zjfSvoKuswbh26S`Pe3g@X~QIX{N+WcqV+1QdyZekTsv7!E72m>#)Lfd<1QY*rVkSi zh-3a20C_-$zmFSgKXotku^Vc)x)=(Koz^3JN7w`2-?<<%4}0k@SCcM0)xX}=6Mg%l z9%{Zj0*Nwm{aj+sAK2)V4-Y(etE-2vw)?Kkho9!RK|D~X-7bbfmlil~Insy28+;-2 zVb?}6Eb~`uXFmLZAJsy5-^oRVjlbtMz>GA(F%QMKdVx7m2C_IKd_TlyBM`#=lHZQ% z8A{<>3B|dqwf;arOb-t^nDmfuECPqQA=G4kED&MWX6O}xb#MaVeIg&d{MB}-yeY+4 z^m2xb5&$2*|Gl?kSSP$JydnI+d$BYr!W%Xh18jnj`BIP%Kk(j-Xx#JRt5zv|rTsRS z(L-_JKp-|yoU6=-uUIADg*_=)d@t^jb$lT`sJV~@Se5Mcd*J3?DP((86o=5s!e&>) zi}q50>lbEdY``PTWMRX7s>k-4E|bnE4tF+oHMo`Tbs2{DhT;y0!s;1eSi7F`sJh z2;d;UO0sa~i$Lo8@eUyMYmgX&N)P)>-ftHq_s$LDiAt+9-vU{1Xu(YVAd$poP zq($DZ^Rq8{wtW%V_61l>WMt69cz>;faO`a1D>?Lj=;ZJf3z0 zRN7qfMEhnOg@n>#()9jX51EhqfUnkU9Nuu13+*jx2WTP4h1eOG@JxjkFjRWuL&f4+u@%PvNMHOI#bA*D4TO4HBH;{iC6+h z4J({mLWqeijX;EjdoVmr_(nRHo*nQut^+MINVft{{B#mp+^+m8yO-D;XE1DF zpDq#(n1k@JVLyhnSI2l}3znSg*~IszmdVj~rr_$|!0{78o(k&009e`3Otk9KP^bCC*tk&S}ab zd1zGPTqJ(mjNBD!B>?B9>S|7)W?u^P_XO-qur|5DwW8+)m10Z&8YsRb*?I*?G3x57 zv{XT6^dJlK_ec)4gCanGC?M-;AXgM32*}AoL~5%?LB~gkfwKt5smEDGV-f;F)Cx?2 zsv46CR&x%(idGue?6@QIFmSe%RLTSLmgNYnAPbKBj1v=S(U|C1v(?A~VyQ$@Bj->f z=VF{%mDx@0fVFX;l*;s8^Ni`GS zpQX0a`U*6p7AY$$t*i_+Q)W?ls=G0qu~)LE9te75@6Xoib1~Nn3jFwG1(m}-hb?)e zq+&Wy(9?0;w^Lk^@-5!#D^vsmezGu*TR^wxWNs9$u;Yt?pg3;eM-~v+ia2fy`jLEw zpwBFbJdjod3IQJ78dxyvW5G;g!K}nWJdzVw$Ze*PZzV>)!a{Vvw8H#7Q7=YNP>+!5 zdTJ#9J_=KX5uV0EdceZ~=y{?PSa;Owe0@GTpKmEqcIwK`Cks^u0B;chyeR-wY*(lW zfLsCqc_rXHWXhRq0GJ5?7zzM(O#s-S`Wa1mQUI_c0NAjd;$Bqrp?7}*19m0`@NV@` zDX`U_HBA7Ydqh}h0&Lpc!6+wo*$ku*!IC~!Cty`x-``9qh$!$A{&{9F6r8b3@nvo(fLe^;84wtML5B0C#h4W}L9_j-1pNMAl zj8^p-F6yBP)iy+Hcz()umKRKM?b*qy_bo8MXpxhbH5Y9+V$Ezfs;ajbm8PQMJV9f! zmI7$U`_-DZ|IHW^iC&{J^{Cuxl)o_5*Q=^8Dy#p;>*8amYF0m|s?W>SH>mmsRo|es zWmSD%ulhV)eV$!?BQf1kGaWlI(=il_`{M%vQ=S~bX-7w;`$mNB{p7e2k>f_Fy%*rI z+4S19Wc&=H?^x`*L01ht3)vM5_k#jgUL5k>Bp%qMZ^XF`ej}9o#sv2b1NRLZyB{Y) zD6hzRYU`gle8jyuww?yq=Wk04B!){acDavKuwQj672fzj&`o= zwRWzH)Q0hXPNurNb-e=Qh5Q_C?bmBzGla%8cSST$xdxGNYhb(q_~sn^8*c;2VHL zBaz7=o?Atk91`~PQ>&88!@s`@Rw$#t{^zQsX8+>lNzMMLRmsg4e_c#&zW7ElsbIc% zd6j~BPg%k2TvRZP70lVsCKXKlS6adR=UC)V&Ygm3GBw74u6?d~{fVp+l9 zXjxP+^%cyil!7@`L&3b`JhI!=NNdAVgEn4?Dd)3c6~lH8)LIRFmafWGn)aELK4WvQ z&uS>Ls){_FQeGFcLa8MYmhXnKdQ{dIe zeOFbFR5rWHdL&f(Z(fm9>0i3Mydohg0zIsBpoc+oYM|*DooGwD9G_?x0|O?^0*{8l zuxz#3AXKD}Nr4`gY9{6wk!I|OWzZOK#2S(*p~Ajf@ZeQtRTk;>hi2=|o2oZU)O+`) zR_mScl+~;^OZG*TnY^oPCQmJz$;M{#SjtQut6?TLpKlU4t5y;?o*IVn5<=Np^0~K` znKiPrYxD+IVKn(XO#-Z1lYpxFq-`gkr%8ZSYZAZ{CKPJ(<7+~BZ4)}RYA#G@i@+GH zhl|7%<&RQRlrN{IC{wE{BUcwR1F=<+ftaT<5UVzp^AGdv{KNbLCW@}#0OiUqFO1e` z0892xm4&;xY~hYATDZm*?oi6Y9jamBhA*%y`!g4rEBon-!j+9i25R%;Yh*-iBlGku z{oGHVkDq&OS^FGX)IN>1&w-ToIZ#9UTzi52+@HP3{M`F43O{$0HGSWYulBKPYo80^ z1i!qjeGV*YpC&dhq_oeIHMCE#K(qUB-^@#zH!&2lU!A)tzTMOm->RD8t92~F--qEc z0edRw9a-~1+);#!M9bmQy4UBjcLZ{AK>nHWasH6sOL+ir(4WC92=HK>BXFqS+!pI=v{k~i9eCq5$uJ9#+zEW*VrudaUwoKw^(JAba2TGp==u;I*I#%-(0 z_{EadE>Xd5CAt0?$yIx0B$jK!h*!&1EUL_Uqu!{iGLxH}k{(PW(}T(DxnOyf3zjEb zutr@Erk&6f7@QBepFqx{EN7wQER>uD$r;uQQO+Wgvk4LuX*r83IpbaMa4k8Dx^gzF zuRpGG<&M9w6P${56{&tSGKtsNp)St!b8xg3&9H+XrWicDTq{@0@R(QLM_C_7iv+j z33MhmL8cKKt=TxXK;UMzYFf$gs%l!r@T_>7W0~Pq++sKqCKY+67al?9_gVS{|9Dr!Qf;|w(V3QeVsY&9?KFgF(J z8^Kdg2jRd(DQsVlEY(pbBLJo4-Z#2O@!NdGw=R^)fW3wW7)N5AJm#E+OR=z!pRwG{ z7IDzTf$33@F@&|6qppSLrsEkNjM6f4+4*_DC<~wQ`!H1khT_Y<$7J!7Z$^4*t4P-p zWmZ!eVlAg!KMSxEcC0T(Eu-@!Ag|Xqx-*;X^77Nb(L=r^-1W>$8XdP&RRm;Ss}>M^ z8y#;0B7qZ8Kt?nzI0lo2jHD#M@u?sn-Y~8q0m(j9FytID;^Az>L)nlGg(>QjLgO805uX{-&C zowTJvc2R90Wn5Nw3TM8BsmGv92vbKqk}yGr07aB4!I7gZ_s4LI7u?g*)FE#z4zjVJ z5F+nHUD1WQ0?w0#(OL-kmVSQZnO}5Zj-9wSsSbp+)At624X&2TNLUEl@fZ&dX9q}k zgKMAyfwLSenTJe_>p^q;+`aeSJL(#E@BrK;NX-n_x(UDjQ33ltBU{St60F@xEI}NzA)p0XXRWXX6Li){O0EYny*swpy57H~) zbg6(-20|D#r9sS87$qh=#qfFuT%V-tZE$^pu6M%q@$$Jva26LHMC%2D4kZ#}bo{Lb zDTH%~CyA6Aa#*hBXqXGDx%P1aCWw*fh=%Fy=@5>qHBIudr-SYf%dW|w^8n=*Ib+=m zA4kL{*s2g}w~Ar1$Iqax+Vn_3*7@x&gU@ll6HweqztMf=J7}`*ccPz;p@o&*yJY9& zSxv&xNg=-Bwqjsnp7WnVI}a&E{aj@3s)Mlig%Uj6FGIX6fg?CHx$MzN+5K_3^btS| zt3nK$E5z90_}1`M4X3LxRaNuWpo=E7UD1TLE1uAH$*!L(s;TbJBa)O?#SYU6bR9UZ zOHsWteC*I0YvYV-$@9pjcp+kiQ@jx6eVyV?2BBPp(M1U(jf~0Gn-z*+h8T3=%&{w) zId-Y<)m*X}@K{OkAbdc-Fs@hPM|UF9(j1g%=7rdV;K9bQ5)EKQn7D|LWe~EAG0L*H zB|s*k)x%a-8C%^kwwA=$T8h}}CTuNzbW(PGTrODv6$Soj_f(qTrj_{Pm>`K|NZCN--Zb#s}1oWRQV zNZ`tkt}>p1YkO?OV?_)aI0DAHeI5fEOD;E zkW0$Ks^uumwa{U3_oe2fXkBj$Vgmy7wn=Qj#1n}?Z<}~tGU#oyL}!1rMlaFNc}eg~ zR+C>|j1Ul25J(V!`9y)T-mGl5S=ny0*lx2byNy7oW49}~*dozxMY!-+rEqHy-Mq7? z(k>~LHYc8!8p@}9q#(3>&?Y;Q_N%TomCV4XnPn=Z)(I+D0iDe*|86?+g3H2Z27VhMxvGmy@T z0mtK~qpgUv0sp@drQVjL;6xBW*zrjiX+qd` z2`kp7=8p|F{*~vC87jewr;%0qH8rgf)!Y5fU#493_|eb3q#|-g_z*g=!Y|yQ+)tcb zPxuA;olNDv#sbL+1|F(F`JueY<&t^lhJ6<2zF?61f;%;K{UU6QCZ~%==5*0W?)f#6 zdwvbv^J`Y@`E4lRs-3VXuL(@~0attU(kiXpk+wAZc_Ey9<|WO0dcCH;=u3RT;EVon z|BU(~ocPL1S~w&vI16?hu4lgTlIA`Bdd>OghZtYF)qUSeEj%v90-a7;6(z~TeyBv# z{++FukwpYNG&WOw{-g-m2HdwfiTj`Qe!fdk3LCb;g|6F2-^1??xc4ay3Wy25#(>d5 zz7vPkAm72MX5LqP=tddfKENe#*SfYY*5($Re9pEw=cXYz=XwOngMga@k30vyRbA>M zY=|F%ul_7Q$oJ`pswwbl&d~LQC}Hp8HOzga9!~2e@85bQ2aIv40f?jgDw26$@e3Zj zYX>iR2j7aYvZ4Y+iHe7HsP2G=;tsJD7kCW#M)-JWjg1M0yr-Rzlbj|6>C_1km?2;9 zx>65k^ioiedbmp@a@%lf9t;p@TPRD?@OF)aN*Ax9%{y=@Y2%>qVTeL*8ayorcIn|+ zIrIsR6%m*;QlZh?LZ}j|)3B$czC3{i_F*6CaPqG`$S2?r<-Z@~lY;65GJxq~i6jkz z05u==6f+b zz7Jn|fgE}1#K-^Txl_*{IHhg(1Npjen9nn}dxSxA|m+U-O&?^3S&e5R{ zUN@xghxW=LeF{GPA$>1=t{l?$z-KU|?}E=&Lpn;ylve3#O$)lO*U}gXnfJRk$aFxT z7E*r`pAjSLKDaIDg>UwX?ZNU9?_s$d{@NuT2$pXT`bL&KEc@V#Jt8Q==Y)75STQ0W zejw=E9$W_ZUnZB!;)wgOT(LbUJ`gM)kq?i&%CSt z;16&EJPMZ`4{w)vCsbg&?A;#p4e3+5H1M4D4mcSxFWVH3{-G`CeS*^8_U;&YReNaU z{U6x2V`9(rID4O8gp<+vFfJl+>68XEEm$s#@RF_DWp8}zgAa|2M}KU6DCoU&6pwZ8 zlb-DTZ%>5!{gRht{@(E2_XMmopld(v!VB4hvKMbgwY^*}A7LL%6?Eq)<$Mb5QXrrJ z9Confn8|ip1qnpRC{2zi6^Ky@GE|y_S=0CyB0DfPb2KL4KuWM1xW+zy#1>y3!yzjq#kK|(l}4+#%(-Oj^jMYEA5!i z)Q;e*)3+oQeWP9s6)SiV7?MUcQ>wI;nmDHi0(xE&P9NmnO|y{SK2JsNSooC zyl)I5PgnJw(gP!<&9JhkSz4Q&W`Th8opAj!qvZrelm#se2wE5rv@igHVmvI|QwoqE z3tAu$(vs#_$nQs$W{ib}UkQ|I8|2+YQul}edF$gMC~Txz#4h2x)LtNl3H6sJ^_QO) z^=D+OKRrq@8L7Tg%*SkyC+AZ2sX2&jlO{> zZ+1#Ae^DyEdc=`Ko23BGhzwGI;)CJBq`et()JRyH15_>R=Qd=cTGr2nTq+&!58gBi z`|XrlLWE)rTpN&X%x8{tDcnwC+BGx8Y!Zcf3NV*YfZ)!GmFRq`!<blEJ?`T5Z9bJM=Jb>Md^${$d^}W$DDLFyO8*Hsmvh|b1+UpzsVd-KbEO0JIIAh=86&!m@7&E*-N)% zt4&kAU2~#PhJefVdMdLmQki*2=A^SgD$`afv%NW$`L#-wX{S^sZqhwmp)!w@Rpwy^ zxfpTO7g8$IRw@&Z3rNj}f2YQL*o(Ae2Wd$cv}C7rK}&Yc(|kBbTC!Vd$)#m2IfGjA zZ?Uz9nBNAUGt6Hmm(G!vv?UKLkW64GVZ7iiDz|FoR!B^DyHUC2WJl}F&z*&8>q@A$ z-1#!UT$1^9D%Hj^R2x&OEiWCF?O*A4zXvzJ_@*AOV7AFTl0onzE&~R+1xwbX38@K9 zSb(L3WfifzB4lH2c3xu!*M;Rcl<5QVcu<5lj0*2}uNid4bJtf~BDS3N-)w-qBy3?Fv;HlLWjscNW>$nPp6`oG1 zcC4(x!}Gv<0xe}YtB1BD3cdd|sAl$D&FpjW%)X#z_HJtB$EKAZdp=iwtgMxv{Rt(0 zfcbfhOk{Jq_~S|*m>{bGT~it>xdLRjN?D7bAd5ln%NR(?dQcZ?ZO?%+v8t?HD)Evw=qEMSX zjACt!IM&8gu{NfPwJ|By#t1}JtPQqqS1mopNRRC*>#^OW$Nv4&VObNX$G%4~VoHxq z%m>S2TS{<-TK7+|3O&Xb^;jc4X0@QlXujB@9&jhU38LYS|i7%iwe8OS6pmrCFjin)N>$(=4iRmU`k+pl;ex)=fJ} zH|<+@$#AT376<=rQ@Uw~MS3+y^r|xa58~03N~(_eYfdGJ`K4ESv-IkW z2K4HGAia7ZW>@b`kt>@H+H8ejVf#*N_1#$SiFDYOOU;ROQj48f_mBpA_o54H(S#!F4yY41McITqEYmtu44;`C3MONwU%AKFLi_fnXW6f%@8PsC`4{EX7V=Z>;`S`l9 zZNp=!Sdrnt@L><-Yht-2nYsjya5W+y7;HH!z@KUh!CM7(V+^0t|)E*aj|AG^@5BCXWF=s;U!Y?q1y%|2fT8l1n$VP{1uPXLYhlekfI zf~Qr;36|K1|!?qz`86Ngw9sKS~{8CR0b4A;;7a{d^aNQN!OrRVPhM z6`_awOgeGiE(OK_*Zf}CMSzJ{z`pbjaV=4Y|<=I;_OM&S8sA4sRy2} zj9FVP6mwj}R(i@%4~xo&O?=pp7H(U$0FMTqQ{-F3TgL(fgxc~;wMM~1P759A>JG)Y z@r3!_Avj82568i%0LT5eWfVlcO^1R`=xU3x9`p?I<8bE*z2q;GJw(Z20Y;}R8OWx0 z=oALO4q`bwUw7GxzT)!Uo@GmyVBQSVp!2`AK!jZz&|DqDK*&Oz;6@B`P^^*-a52OW z3dz0C_6NqO>(g9dT7)?`67TX=E3vF7LOVS2_s?tL{_j7pg@N~H*ZUk3pM^6VjO8EQ zK+QPBp-~ei_BFnL!YqZ;r=HisgYeIq#FNwIClR($e!(`CZ_uKypVUE7^aXk9e`tzQ z6a~us;5jny{qyo2-C*jQ<8;WkMND@2EcOqmFG3W4W_*@RN9-}l%io5roAyJ?Tv|PZ+5};NnNGAF-qRAEw7XI=JgKU z4LL=nO3LJYlNX8(0r!AST4TRW3{e{1qiqp*0K zMR8Im{e2c`9}JbN)JQ1|@-sMX#ev5Gy(Z~x9u`V?I%NTrGz|Q*)y9$OJ^zzsRRXC8 z;O#g%CwZ(NM7dfRJK!H_9?Sc@QzZA?Q!J; z*zRq3J0;v|!KM}AeW(}qf`@DHDNw(dUv|bSN#XrA?U=Em0Iahn?0(e4oi=SY-))!B zzq8XQ;dJ9DOgA7WiCw}yi{mz^mmHA3w(<@&Jv?neU5{E|Y=>~R0sS*$opbc#7SSf4 zOjgPJR7k^Sn@#3uClAa)KCb@S!NKEn7RF+ici`4hX^-BAY&y5meG}#F-(%C~KKR^Y zmoOV{TPfh)$Dkp*kk?Jw>6+}Z&pG-ITcL38NC287Hx`IZ?jY&>$88!)dvKrm<3>5# z$R0Z~D;?e+^-`{pklj1#c2WkCXoaqKM0<;fQg+}d1hnTUaYw*5ySnV9>>aYL^d_!7 z;P*OYKX=?yyVV4+g4l@?kRtoem;< zZ^WDcpqoR;>86!sAak(!-Q463QBkN%;SqJ>2guX%4eA)G<7Tl{y}_Wj8j?9mc19$- z(@^^;y8%fLR8l8O4|nx5mEl0&Qlk9Hry-KB814c7(dPaApxW}!Xv@E%Su{4Nw{WaL z^G^=aSUPTjwT0U)Fjsha!omiH!uz$mlqvP5NBOX9S2vt8>0T#wUq3%uZCDsy zjwcF3Qv?)_)2>FLBr8JgR#%T^NT>o(Ge6gQB9Wqr#+Y6VcxVkl^pP>4m*KoV5k+{$9qB^7Zz zzUx@}u5iDNbJyir1mbJF&|8~8Ok6|+;wY<4AdWKHF~7hBf?WUt@zozW0?{OWpnc9+ z^x+6g(uc#WHhs8me(1v+Ytn}qmQ5dKNYA&^7UnAYFkM9-4kqct^hHM>*3Juk*q==w zrXu=qfGO^8w^p!9l-r_wWj&3CPCO+gCOip0Ov`N17v2NJDYDg zPT?9f`-^t|Qnm9vH5>)YB0DdXofl<0|FMh6&hM#X=l3w$|Fgh$zU>0o`GY^Mc79h) zJHI<+=Xcey^K0hE&R<*8&QH{^^An`5UD|(DW#@NP+4-GGJHO+iv-8)Tubn@j?ELxJq5_`uQK-U ziNUi4GbJ(a@LTY}D6mB3(-4@{2lyU)h|e_>xY{YKx!9P1SY!fCFad!~VCkh{@lR^C zE&jW4YsCWFd-np^`!D~v+WX^LEqnj2q`7}*ZEJtc{8;-nHLX4E1E{w4Z$o`updA2} zw*IhIY3uJ!nEE>}HcNl)yjc1fEz{BukCCCjJ+||=R-5@-$jlF4)MozodTW~bb=g*a zU5uI=$jW1|D4y^P%Lus4fK^Et`YIAIx0e4Za04t_{!7;KFR5+$KU&A~*SGh^9NGId zwaxt+jKWQr`})RS%z?2lG&J`0O}*Z-sXtUU_4N%sUl2oYE|j6~uVv@2O4|AU+IIem z`LXl7rk$7BW?rJg#@eo`GV?u^R=y9c{A#lDJr|pm@1GYd?`0Z!Tg~RXArmGUd9T{Y z7s$xl7v+L~WaR&-vzC$1wD4LC7=dX(nfFm2gmF&O5twtmY`@Yeta7|(e^y(x;g_xr zce4EWf5jmHP z5xkWF|0qx$^6Yw3n;i9MB*I;Yq0@RPl?P~wmoRXroXa+O+7a*PYdSP7CQ4JBwkYlc zGK0Si=o9A1i=W=P;~RU&U%YKQZgeq6p4jp6XFhlC*?)T5_HB2LM*3?KOza_y4xKR7 zfnM;{v&%@QQL_j6E)%bJ!1YO;a8Cz#nHU?Id4N~WsgCkb#D_-*s7BS;Q(cYcRw_b) zN~>IrX;D%HqnT=W4T8{3O3xnHByR_Td<_UEhAiYxKYv??p#`}?zS|-zyvvH?&4JQ{ z{QTq0jfIUfr@(rMGcPoXGv8H?GdJQm^W8l1GwtG)2TF!Ep0;ABNOMC)ni~{pj;e*# zh#a?64fB9c3rmC;=qkD@YD6gXVF@SL!X}GNF6;)*ZFJ#eqTCpyu9i87&Nf4P z%!fE~n4`)(WYX{F@9J=%XY)*;FCu)#>Y`LK90@F_*f8PGOO`%IBR?yDUXlCKT_kP2gXO+T#b+A ziSbda8XtYL7#~aPj}P4;uR?}-tYQ1wvuqzFoUF8TPUY-eDys)j0h0$fqUYj5!Ki)z zdbDS1KR$!ZLfXjq`1rU-p)NGZ$1T{He0K*;`bAbtDr~Y-!(&h`15htF$a zG2C(HdCmJ2&;ur|@MYQ(qdDQ>e~5O40&OtE*~a*^48OMYmF9> zkYg1jX$F3-OJL~P(^%TQ9gdFbS7qvk? zqtm;Nz*m29xq6ouo#rm$7a!JRx>tT}B!HdSbdLfNNjy6k4u*C|#nA)yxc4H*6W>u; zE2&PaLZ$G&cQf^yZrax^2>OUxAJ}?dJvj225R$!(DIf-d|n?3sbBlx%Y#Ws6=rmoI`H48NEc` z2<-8dS~vyjZWXMIbI3@>Ft9|RUH2s1`7Sgs3_?k)P+yPPN!U*?jq;RX(hvsAHw*%j zB29#w>$)X_gb^OCx?_niZ1heq3mGLrDfkwZtX3^B8yXhKrF9L{eu8nx@dAGecpq?H!7Xc`v_@g^^%`cXAhc`9?pb{(pZJ6 zJ^z!GJxahzA8y^$C?_b~R#4Su$#%@3mm4(R{vW)cd4G~uEE9hT*D4!0sl&;>^p_CB zp$5mrk@`aY!APIL&_`{7$6hj}Z{VG-DmId(5$^cm3!3-q{q!&d2f!z0f)bD@A!O@| zK^uh&$TnOw+y~QbstXh|B}(BgRfsE%vgl{@2##>fIb9yoaUn7(`s2}UC*#{rRNt2D zNF(k@qfSQ}aYx3t;aPfgL?}Hm8NGkEUheu`dKE&RjBeW(-!@f!+i@PXhR4fvyy~_y z(QV^#X=izQ%_j>Yfq@_?NNX$*;YJ+;05d0laLHf>h%+XuvNl}wz~MmZIe5ZgiVz)mn?zGM9Z_mB zzsx)GhM02jGXMhaegAr8W|%TFM|dd|q31pE`X)_{7MmKa($uK441tdnYO{~;&o%py z+3Z6`>|<3c?1K!v7C4xou%|>>LXmy&6#LL)_Q6x^gGcN`Ao~FFP>XYL;vAxibNo|+ zbMT09jG}FzW0%30XV43aXsJaR*2-j~pZC$st_LF&w3ugL@L0=ygT)|VReXarMKfNL zdkS=a~B7hhNgyC?gQB^5eAf~$ZQpgd%F;E@+K@58-7*}R7? zf32-+N;Iu$$XMFunX#OU8OxtvAjU$WIZ4ve4Wy+5gK=6TEuUUk((;kHAT1vu1N7&M zq-7yV%cn0CY5B-pkd{jWGe7F2<(n6hv^cd%%eUv6w5-V{Eo&muvbI^$(zLrowBRnG zeD1Sym;7^c?vepr8`ABvy9DV<9d`*xeBsydQXs@V2+a zW88V>F|Wov=1Uif$Mje7n5%%tco;$68jtzR!t$7jx!^GqWRt$M$YU0g$9(2O@tBFZ z;4zm5W`5Lp%r`D1kIAPOgI=JR@fytL@8+7>;Mp_P%w{-ZHn+^nVvxBoi$VXgxENHA zk~j;u81&@}MM>6GQj!~hl3=XQx*wbMpf4{{lEw9)7T1HmyhuqdBqe#_LQ)btO-YW? zwzL|Qt_*B}7zj0nKH=EW(ITNtOrzy5eRC0b=OPG;!HvAdAXe6S@pWB(ZV zH;z`ZnYRO*!LEGUqJv|R%`7@N79AWHBb#~tLb4g7Hk&y<*KFo=4L0+hh|O#{Z+FJA z1$Sqx1_^b}3jxTN2|#Cp0Q^JGEMiBkd3I-dE55P}jWGvA{FE(5zF@2!_i_yH-Dgl|$7mVGQ>luAku_c2Pb zGKnHnL}HSud@Q>deCeBXJedPI!PjG+C@A%t168-;ZIJjo)VD~?N8-`Z)AnFxs&S1< zp*%A1(s2W`>5xI3(Zjv(e^CpsRN8+R{Bh=AU(meAUyrG3ShyDk4<^`|{@9CJ_*E@D z1g80)Le2TRamL@UmA!AJ7EW}I1!5Jvn`0gr0fu1;Gy$EUdElGRY9aTY=!d#J$sqew zDpRhAj?_dY0%s4hetz2U{^_USr^lJU0zUUJ|1v4m(R7EQNT!P14X2C>5D#P_g7;2T zlrhO5-4YxH=ets zaNr8!i4wN>uY-^G_)-crk>7bF@%%mX{JSZalA!I&iRa(tFNcqJ`hgVD`8P)rZFn0z z4;OC_x(4~nHg(8pn{P!iM>!Uey>e;dmBV9lY2uBy_&N9(_6zXFrLU0`296wmpnXtBK08BvR#JQ`WwywY@}X{Q zCn=ryI{g3~ygd?}EiDq97|>@}aNUr;%c~NbRYzp5Y+X!el44p(Vp`Rdn07wfgqXZ) zlvxU8Zl=g0$yAAK_p|hamll~vBFh$*mnAGOiLWaZzFyx@a9%=icBqAWo=phOBf(uM z?Ir}buTpUBjfSTsvxODOq`fRGizIXK*;tBJB&_ymU}g);u7j*ASQ2HXLRqn)5LrTq zJk-KdN{HYl@%zzx;$I~>332?nNKR$ZCFGhATvEy@A#x=|=KZj@2Fh4Mi?JliSb3~+ z^lRW(AUIyuVu!P}7$nxKEizNKE~bg+5@ITnn68e*^ms!txede=EBhbzDy%VuHM6c3 zbIVw>(^?D^za3%CjTCvAIsOo8=i5|vL@T}HwjHi$&I%)?^^E&MJ|$AgsXx1LgwTWMq08> zcDIbIeMb|>Y9nNIN64C)TLCqLtVkxYuzE-`M-#&8IUix!No2JvWc4%@oShI{Z>WXG zlE|_NS=Y*565Q#Ag7X^)uD2OvMKbX#kv0B2{m`34mM?qj39Gjbvf5=&%gEaHd;(eR zgsh$jS?Zy1*YhAKcn$>ha)%Ps*>)7onfB5ky+n!WOuG^flL}E2N>+ddQ8X;7+bI`)WW^bCvd}}+~&*DVmUBNu`G+^55nn{bp+C;1k$YpVkm)FnF3js zB@lxI;>gBAFcLyALM=R$6hb!%VVN}2LO4E4As9&^5JDVIN#R%#+qTof+4jQhgkvX# zsA`M!tsx!Kx4A)B2NZBF_VKLA+wttlTP|s+3Qd#iTtW}$LM`0?LiOa$kU4_Wp@u?S z(m;s0q!2r0zV760N#(3Jnxf>Av)&~#SDw5buQhqg)e%`iwl1b)NilVjn3hChI^9rA zg;vCbSRowyY$#T89bQsOE^;%Z$`h%G`^%K{sJF(I%#39JnTrp8q`@ggqH?Jz6U zLN4-uoo4XzGj=IFYEpbp*fq$Hg3KU*%}(ftoYDZJKwQ5MkxciznAszzs1HusrF4Is zv{gT4_QOQFA9kpIAW?dUd!&#ZgM1Qt`|?3P0iP>W?_Z|+`ea8+=H5dj@eWM#3^MPa zWOF>7a+&j)Wq;I*>w>hP6QG174IF*!pE?OLm%>#<(&@9E%Q>_whWkcH= ziKt(R=qe?m*C`RnOcC`YM5F}NPXa2)#zN^&2nERIF%rrE*Zk`e9CJ4sDwM@8wMqdt ztx6VqybM_sh-2C^v*lzYuN$Ja=2TlRS8a`qBek`VWgN?Jpdq*;SIRV!wT55^48dd7 zP$7w%=DZ|1}C-?l@r^tbS6PM%awEjB^^ge$7o(UPC`0Jb%A7dG?b82A)&*^Y7dx` zvy_RGlu5;$HI0&-l0!ks;ku!$_B(aZVaSe_QE{dYDnz*RTdlV`lGqL$7&!T84i5tI zm1^GCZ-G`_MUCr+7#9%DZY7#sl_GI)=E1xPUPqUpX=zoPz@%*Vx2m;?lbDpDVcGYs z*%_9OI{u6-W8x`5XWaJ2(Q}0 z78Fp7MnV}-LU}_|7S^j4jF%KlvjoJe5YOpv)m9zbzCAnD;gPK^NTac>HC3xwrqc9k zDh&v4YTcZ`$e8?gme0nhwzE&pviU~KcGgl*a1|7o5{j8A6k{IjEC}X6O~F*!*(0-* zj8$!C>kgM}JDXS1Y0H$3l_ec3X=hz!XY&muWL4Ol6W^{qSkBIcOzIAqN;Z~lXRSKu zaAm$_RP6jtZB&SG&v)j+&brOvLBN?mk)2&djgt_53zgojL{nvFVR7Egva>8{XU$oX z)2Z(y%!@_l#jP|iGvAq=dC4cEg0iu}k|yN}g^<^0+F726`^h)3vu4Y7_ULz-u(L0p zryyoyXRlF0S<{rA%@9n!+RnB$6i>cFJll@fRvo*J&rWsZ=giLL>)6@0S&R%5rftU) zfZ!1z%xXJ3ef<3Ftl8Mknk0-q1%=fL3cQX`%z3f1Aeh571p^xO#PPY%sBQ5;G1WjR zWNOr&lGI?^Cn?oF-++%EKc6wulhVmc12#rAP^w1LmbOx@zI?oTC7V@_o1HJsmY*g} zt|<%6Qx8i4#%-Rhnj{dT3Dav<&f#84m|ipT2pMT1?0ad>xR{}kvb?rH+LS<8g-6I4 zY>kUV2+1jgI4vQB!MyIJghFL$nH-&^On9^)4KgugmK<2NTFvr^L3C~H_UEM2@~AlZ zQZ1iH!p4q&x6$&3nX$Zark(n~OgB=*Vx{W#RW*qP?CUfekP7VbmWjp0cbgyxac*D?He=#oG;F?8(fkA7txX&be>W57iB>yl zq?cQ55p`&aBv^I5cMx4UyZPqv?>0FRKhv<8MvZ2soS3Sy-KtBM)tziRbtl^Pc}=u; ze6QJw_MY#}QOhT@9JQUQq$SO@yerZ2a?Fg;u=QP)Gp6s=2J}qB_F6UC>t^(H{Ry*M z*Ff3Qkw(isd-QwtCd;R?TbB&;NVX06S%TV?39myY+lwc|-BfuGHdEG^3>&fw$8jyr zW~C>>L08Mx>FoCsirT4A)RQO9ukFe-Q_F22tsaq9K=sS*gzD4n<>q4BZ1@Kzil^I4 zSq;~y;ihcdSS`_5E!4utPb5&RrBS^9L?aaQ8YnhZ4{Oj)jYe&xoSjVNY)UPgW@zc4 zfM)bmWgBNQ+IZqbrlF1d5!#kCv{6sK9FZ(D$uh(Uq*w8V^l3Ffl}lsVD}{R*8exq# z>f%?!y^zY>>AY(J4 z?zA0F{MECttDhbihd-vj`K;R2U;CaTP26)baSyL?&)FvKnK+{E2>~%r!e5YOfFf_a z(-N*GIw9!~cmC}oOkA~(L4CozzEls2Dmn) z100P3z9zV4NPlNK-9W{ETdV$sjqBGu5$49)bjEeeo4^P8AxJE;=M&FqgM7x2I>77* zeD!O+gZvcave3hmdTEd!Ht_nm22&Qe+OJY#%oru_fAvBd!C{}pDI^#qZ{UzVqSHy_ zL||8IIhFRwfM)hnE{%SE$_RL9Y^1Zj4;i7@Kna@;8-+F}>vp(VsGE%qa2cL5N|+w# zkWumtdN?q{Rg};}mV8qm1^|{qITqLe&TAkBJQVcT5QlAx*T4r4?J*b&kOf499%KQL zhHuIO<*T5&ZWhDz4luI5stTl&=A-U1012kb0cjY%B@4ct^{6Ec`XTWs=qN~gi5x&CxzX8|-NMZOXeD!Cr$YLShc32R8N;sS` zFdNej$YM1`>Bj(@fIbfB<1za1M0y73>vp2LN1cUj=#n{UV;c$-bze|x)YJwn2HFF6 zBt0NpA^s~qop=|u;_=^{*H(0#?-yM#jEsvq4(w584XAD^j zIEK2i$57|_k0Emb$B^fwvh&Pl6j_U-=tpZ52`7<-jYbiqT?70b6bgU)2y;`wf~G|h ze^ZJbA^!G@3pR@MWGiSC&08xxhhXght`X;U==nk#nA4FHmLYkPQNkQ*3eIL3&Lx5~ zWf7#LV%R^JRLsVNVuy?pB@=_;Bhpe+);j^}$};FNN7`6MO5)|Zo2nF)szK;B2;B-h zM$MAltdd<-GL`E{BQDvZk~`yalcjE@2MtxYo!MGfm1h#lO+vYyKu7`~b`)lA!igZuz|b`J9W@aYcngYell$fr4FfIS5nU}-}QCYU|LDB0-CtbAz4 zG%tAv-|D@*3{UNVQ)bF477p)#oK_l4KLHofsdzBAJNQ=bhxp9h)WvtIJFnC=e*@;& z;u|mrtVxp;crDCORJtx`TDgeZNy*+ydD09h;#PIfsp}AA;eMOqn5peR2mLbi#X6@Gim&vNyw?JrkGMh~Y*wknq|qO70K7{QW? ze0?q)xRY}zIV}8Z#Cd$(L4F8&bIBl|;pLL|SCnk1l0`+y29%6uZ<}6O@@r5YSE(=0 zLdn`7q>;qWDLvGD6Ov`}Ve~5N;R(Iu_d(V`9Z?P?`9(^th^BJfDEU34fkJVg-w9_9 z=q1=`9rE@5Wni!2fFb{NkbV>Vx_g;y$0V+8_)Qz+=HtWiGBoP));H@w4`2~>Mo^^= zikL_oqHFY;D0R3Ot`E@lSzaO?8mf6Qd`_4vweYYu7C5UQwQEl)ngxemG&^^sascVz z!c{6Z)V$BFkWN3>;2+`r;Rqh31j|VPWQKIl3 zwPbHQG|q5!#MmgdqCON`KwCOtU&+tu!_t8?a}KyGbKYlNc=b9+g6v$W5BoQgAJggQ zx6&Hpjc?X9^y&g8F$-qEiEJ2>J8+K!Y3ZQV1G;Leb57IkbB->fS4sG1E$rY|?+e)m zm#OOO!+b05>57{vr0M6dnR#fYMVWw6yXB@qTBQzAiIPwR@P(?MfkHO&%0g)H1g7fkn(&Cxu>2k4AT z%ref0!#!WV45|j7n~Q;g*X;hW00Ln0n~Fg`d_UhThF5B#Hx?MHG_)=f^6c25=Y8lh zvL|^oHk48wuM6S6Pdul2Pp{X|4i!MR0B~(O=?#*u=8=nsUWxLbqV!OjfdOd2^%ZH1 zNgjSl+bB)%gE>GZ=C@U%dacNDp7#&v zBUEARN?m(bWE(BXea5%y!{D0+cfJ{VW9Kv-29ibx-mQ1pa`=Rt!)7Sqae3o^0(inB zkcifzrb5rdJir4=3T+Jxna7O31?EuR-`Bu9u158KK`E1|KlceWN70F@O~Hy=Q7$WI z2gY=0EEJmpqX<)_-6m0)NfQ%`Ytkq}D8vM0cE_<^R5V8@bmT@|O=U{gX^hE1z6)PE zVFo53Y%7sOLlzwpVZca63>eTxdCi@p@)}HcYy_dd_Ed|18?Nu0hOmZ|T!&+Wss*bIo%9Wb9*ufCdQ z0Rm+PQcd>UQ@T>uZqe|6$8Y*%a1(5Xfa(Lvhxhn5%3*oaWByH`!;<%fvK#KWd5=FV zZekk+lJ8r?w4o3I*H_K6Z%VYj6ShUzu@y7MYtb>s~{-_+0>mT#iBMS}L9nhLP z?sJRfhA?ahe$`E*5NZ|NByW^A{Zb%`{>>7uMbW<{YAO95H(02a$(!WxF9m*)8Yumu zpKdw+LDC6AIV?jge^kP?DEjNEan$HwM22z%Zy1(vEsA~!Jrc^ByiczWM&z)((c8B^ zxb2r*P2M8c!56+TjYqm@%QA0ca7fXYEr`C8%lS84hl@rFbH;Z zPLTEDzJNgxg7xiDvqk`Xc>r|cTvQ55jSaK!rw8I6Nyi*0vzvS=)?ORYA|qQ;b_>)H zBPPF>`8k@sp3p&8KwV6qOB?HA%05+>eM)`p*TJvj_@K8{n(isRzPoUal(d^KOpMd1~L0go?y$k;8l1rl+oX{ba`6lx7P3b_#K@%yd6if$? zU5$RDuZ3j(ih|)3mZ|?M&oV2fOu~u35V#ZuE2?1sUryw0-(`>z-Jdvjg~zr6wEc)S zq@OnE6C1e41j-TJEe81!lXTr-cxuHUKa^6>M#(#7k-|F*uh*3mRVb&c7BA<4KSwWx zkmu*{2%JQ6K+p*y`+?DLBx&Ar)vJ8udp$WwGybztj{R+Vpq10@!y}0V_sQ)4TAck~ zOXlle5+%v!bcH0ICUPNt4X3+b5T)=Zl*riiTFRe5m48j&505E< zJ#hn^bU*B0BQs=FY?Sq&l-{FC!wikCBIOijgm9pYrfcDGwid z03GE4G?fRClLrv<)JIMza`4?y>EK&e;ow`7@GkuTA6ZKsyhh!)nrr@>>-qQk6Yf1K z;VLp}{mQ)uZNIF-y*I^LcJH-UJ=nZ^Z+Xkl#_qjh*$KCo+@QxJC!C|4aBhVY&MCY1 zCag*)oTC=VTxBtp$$uSqO3ack;S?*A+#Ls0Bjs%S_Pq0iYt==z2d~k0+KwBFAOqyE$bj-%W0nCUf8^LMKns$CoR6 zZakR-k4Wt1JFo)W6E^%)AZN|05<2oYIcio#FhOTWURnT+vY*BvcST+*UyX>oe3&F^ zlh`Wrq|ba)=Ah)fJ}h%EUUCqQnfLzKg*W$u(dot!aX?{^U!YP<;%(3IZgM@IeNd$g$K1#^uilTL6>^rEeQvX5j$|o6c`pI zi2|boCk~}Y*94Hx9Jug3sPwJ=nuvljZ{I-qF6G2R2ab+JnA7<%oEnv4or#K;>!^G< z2EbW!WR6@oJW1_V(E*bcG^t9N`2&&6o)`vV`dM9%_e|NdQeAdSDfZGp}&dKZt*z%MlYslmdeQ z;~NfT8-X^jDPhBvvyU)C&c0l@mhhzBvo?VhGXpDmX`-_)iIsfh#xp^c=D-MbK~2{o zR`O}AfKS;_Sji(+1Yo5rffWPwe;F$k6)ZdZ3ZCs@MOH^b=5 zgRD7MpOJF)O>g^2bni`X`^nA4z)ZOMOmy{`;rj(V3maYbzM;Y=hgyMraw77{8Qu=? z$%)WT`{YF8_xe6LUHRnfvQKU`*Mc?D2<@@eTzf}k3^ROk_LyRY;E}VHN6sdXoCgof zH9ueBk%I{&bdM8JNCVhqmPhWan(!Po$^8(Eo%+OQatRE>r7D?krc%xx)_l0@UlP zopZ-c`tg_9x$aSaU4=8Qr(E%}Gp+}#5Uin>Unked>wW=zVS^H`MbUp#RmyDzo2CGH_2(C>weXYD!uEp}#Nw^k8e+XOo|FiclP;y=6 zx!~FRoKtnG&Z+9t-KADbt;aq`ZMoW(Z8GR{h(rlJL?mrcE)B?`v6bA0DA2YA?hpgIL=&1sNqXHY z#pCb)_j%N#rEWc1p@9<6@-(BiXbr%)5TiwM4?!*e*t$xD) zqlf6v+x8eIuRL#CNR#?nuyW{9tb=kc&7o3o6FT9Rgyn42!su4#X3mBxb7jvstJrcp*hl&AQvw{ z01I3FQEQmoSqO9LfxOmzSuk~Amj?09nP81J_vUN@$0fz62;G?HJ)v?LI8J7KIL&a} zImvL`c^ULlZ4$6tFGFO7EF33OaIKI5*I1yqS3IFoA+$Hi}GIBq?+Rl%P5so`+Ca#wRj;rYZuN;nJ7=+=tQORs`;hMv7=S2d?g)#x;#x)?fUz=H@ znlWCGbj{~z0~mM8*4F~tmjUB0$P|p5jNzxL6n;A148~=z4K>nhLmNP-l72p(=OS)X z9f$K8fjgQ{z_=s%W-#tg2xR;-y8(Xi(X zYr#;Bbf`x2P~BEcO^^f)y_4>ww}M991~lq6q*1q9H0tJQ)UBdXw;o2_ZcR|PZDhwNLftkI>gLlEU!!if zGU`^nR}kv9`8uF(`9VYF+oEpy4C?I z*W6$$>PEqJ4(qxa0E)n$ip{8-WYjGW)UAY0KSD9{P9u^cTTnL%B&EbiN*RM{P%bka zP5Rh`y5+N|+vaP7x-rSLN8R!n)GePu-SVxd8(=8>V>MCGlBip8g{T{ojj9v%`oGeJ z#t3zDumXdaPDj%Xp>7Tc##tJ5%L8@Grw|9z45My&fLdrwx6_Kc6&p}DCqdm(T5%ds zw>(fc7d_pH40Fx2l11H|6m@f%R!SIL1M1e&!6wu#-xhW2SvAzn!FISZ)a|{OLEYZl zfVz<;5s1hkeGY}Ky8r&0>BPCC!zz~#dktV8R8pE40Eeoiu-8E5TBk;Mu{l*L_G-Un|P`oY|*e+-xa}LP9y9knqe=Ig}uH8qQCiG@moUfQ`@Xz)d!WQ zq=Gwy5si)t|8K#``y%t9Qb~oGhn9wz1h6qd*jPy;NI8ulbzy*+SCFit3q#F3>sD*- z5C)i?|05?rHf`zu(1D*7k8$ttj~v_;qVjm0S6lFSowD#)Dt!4Nu@BXSnZqBuR5$*Z zQ~2^jQvUk@gY^*%=1~oxc^XY<-z#QFdA(N<4P211_WIRoW{iTyNbi$eA3$;t$fW_+ z(hk_6)T7Spjs#?vs=OX>*sWW#+O@QfrUBGLGanA>!nt;ZZ&DJ4yLA0L$>CQ0N*BF? zvi)CU z5;>`LEkf5K5D=cNCB{b9=}z24o!EM>I6{__e%;ou+Yoly*KM^<-9(*Ocdz&aD*FU= z;Yi$tb!w~sBS&?sLH|dNzuB0wiMoHd3RvJapiWwfmtcXHmI5W?2*F$0fs)>(KuNDHD7k_0 zzuQUgTpE;g+JTaVAg4AqgOY{ifs%!`pyY-IP|{fflq_mcvYdjFWfp$LB|ypIH321k z$S+@Q;*BOv(KqHOS zLL)CV%4>;6ie(ieeLPla3i`s9>0+4CPK=f`Q#T8In5@&4#w~N z&1ZzUW1syl@&9ZwqWS7b=nT@8@iqBQKGs&19>4}kk<1<)(1I!}{SP_80~|6?j3&iM zP$ru#>{SnZa&J&j5A0euw(Aw+-MfDISN4yMAD$i+?+SLInqz`5EJJlBnkcAZeaJv; z`L6eb5A53a9`!)_(l5Px*J%7>-@C)%$9G%9^p>Z}YWV;DWMsZW73!*YZ#4U^C+eY( zdLJgR*hf?Nic1q->MohC8r~&-Nexpi#A6~A?GnG*(8A*svZK17@^_)$px_DDjpj%H z8Tp_h6TxE+2<~8?a-tI_UVwtwryLydK7>aLTWa!7XR`5^PieJy6-)BGSRo|JAe4}dr$oS_kaC&_PuBSF5_oPbUw~N zlW&Z8B@mg|^KeOIC$U5vJNf-sNoFQ>@$)O6)X}S(R8P9fQ@2LPKlOr66qR=8{PC4{ z=fd%;>yBt$W&AIi5|QJ7|7XGiZ^>gKsAPgb0e^?Rkx24N5iGuit0glwJ|IW^#$~fc z{D=}Utf07DS#d$d9}iuI{&8Hx#uJa3f$#Edb6lUEZZfg^cyhwBDypKw*^9b=pi4Je zj$4#fd03>C&l_C(o4NM4p!Q`}i=M~Tx*SzVZN)7W=&(JN(~lz94+T1FEmQ%qlE?7r zk+Y$IoVk`N0H-#XsP+rxz>hmB`1ddBz0399eZ6PmmnAOmVMp`BJc;`BYGp!{)FmLJ}7d z2~<>Wh;asdqEmU;wTOCC6;i&+L6;}pu&jQ9H8bWCUH-wXU<*|_-pB3>o;w~(HC}WY z;R$RNTuO^ikGBryYr@VZQ_2!9w;^@zKhS2=6WQ`4rm$iQg%vf0mATbTp@F_Soh;3eRPwp8u-9KG1rMn1s&pWkDA~}p&g>pCf z|IAE&x8BlBkU69bLamxzeeJ@TaiT;KK z<<>)an*qn7RM97+SB$-(ya#_q0gr4WPZek`aU^?WFC4roE#e@aV($oytAcW)$#?N^ zRWX|7cDf>f?x4^vYE$VsISMCc+!>kntCteRR&a;xAV@tj++d3;LnkTg=^(8HyKlZ2 zS-kroI==Lv-WQ>4&rgmv@RKQkn{CU@G?beItC|w^;2z%c`$dRDv5d)WN84^aSdW(7 zday}3(YazhxEnQYL~OYe9o<+Dx_M^>uTc)tT?Y5!?p=|yR@8$X z%86z+)q_E7onk$>56?H&gPqEW4sWanKMC2qxlR&e)~W~h^A-z+%waHC?I8xYCG^p$ zg5%0)N<4wtnH2Hvo)qCNe4B%;%HslV?r6fS^J{TAhYkW3@Ojb#3r*OTgJVQtIm^6o z#whSKL)?){#pz9TRm;fRoi<5=0fkTTeZ>K7czz}w-@+cjAPpfLr3MDzl z8pL733M*Xul$ELdysmwbYhPZi=(d{(SqA{ZiM1>hr`EEJ0BeLpe!Ne;ra|1QA+8|) znP-CcKjOxY-30+>F|SycUNH}R6>c;wHch&~H4&K>iA;+{rlm!uwQP~um55A_M5Yy# zAu_E-ky(bw+!u??hpgd9kW4}@REtM_8lPP?IcxD0p0Xkl6x97JN>5o0@)b2LSYesr zt8!AVDrYsRp0-@NtClvari^p#z zDg$PZPn9+*`b9VLA`4n8!T4BY_;C&BMU<{N){CGWSai&veqSJc7{(0UhJ0=_aUL70 zTvfi6Dtndxy@l?Mz__|pG4h@WT#Bi;>O8grC#P_#sIK@BG0F>8J-YDp3xgWe#brEP(k^1OH9<4jLaUnj@O0@*Hb34InB~6y0Zl^BcSk3J) zc9Brb3b!(|q2yvnHs`^ERjA2vjDKrQ9>C`vH92OhTOzSnmDC*%?cHrPrIl5;syoQu zQ+KI5*v#8jlLu|)NXG@5zX$4rUH3l@eE}Rmgli&iB%uBt6IwASwzt)x){>=NRBKjh zpQ}5R8><0D$gAk7Cqi11huUZWOPS%t#0>ZM21OEhmRf`CdmzDt$Se?<>8fp%$f$^~ zcQl%ExV?B9Vo7S1Yx=W^Nhh^Q_iwk<}9~`k3 zd~DC~JXg!J`=S|J-%QSiOI05Cg8-kCeh?}L(8ZeprBwJD*h8U5&F z`iMv!CacYK3qot$Ev?u~yfe-`-F9bCgV-5pCf*GbnGVlvN;^#LpL_bM0h!i)yLhek z?bsh(UGEAF0MQ?{07U28Pt}wkPtS!vx+=zz1&ACvZUKJpsGuefpsBDX$NDmB-T+!2 z`Qw)U{zkrSf5-ab{vP||t7LTBs&c^&`XeJykSviA+{Ve0HVztUqv{9iaDZ-yJuulU zwK4KYa_v$*Z0YL2v<-uX+JLRN0e|pcjDl3wUH>sN-tP77pVxou@S`_LP zneT}5Pap*M(E%Lic!w%HY9RuLjZd_ua@-mj6$EYC}~%7_7s`a5w4g4=Qk2mV4y83a5MUQGYpV* z?+7he@xHn_az@m;y>&&u2h`2czF&am7P>s7V*J}0GK?LD!P)$v0#^;AW*DHkk?PXL)^DpSj9~qG)SAfh|LK0UAsVdv|Nbs);U2XiQuXM}SDrT_&;KjOjedD_ zbo8CUI#0U(OEt`?7ZmW}1nWEzKdbOFKUn9gjnJnpwGq@|s0|#}2kta$Xacapg4#uT z-mWD8APg~B(*OX)O5aKVpnkO`qx2P^^wCZjSwin?Mt)Q?@<3A{m@f0F&1l$Tp zurmTii*MElSTC92E^6m) z7(i_=53uTUW`Ird7%ZR1Z$C0rVW1}G2JldI(T{_D$Y01oXoVPdsq-6EIXA#jWk5*! zZ1ox#O_M-h$j%PQbR_ij>;Uhj82@tFLLxDCa3gnWd?N(-#yS^|OFEQ;)``Y9*3~xu z{H;wkk{gM=G(T{M71gb8K&^Mm7e)5#(anbqJS+ezv-sfQ0HN;$j^ug>w# zkZj8PQnh@(*z6oTTWsSTvq-~#V{@ z-iM@+F`HC%wRP`E=n@=^RP2Lc7l$?%^cf0D&rZkT9XD79Gfepewgd&$wYy}Q!)l$* zQeYtPV;v(OF#^JmoO-Y>7V%vWR9y)2wU*})w}zF1e5{8zqql(~b`)suLqE7@pw^K0 zVWSH5T5km7+padM*X=N?7zaJTWhE4lvQceTJZSL1kl^lqPH_qJvIrxLEV_-n|K^Kf z5IdPBRXyxicf)wxtb=Qv=%}iPTh-mP@cNj7qwdxb=MxIsam-~9WZVrJtRaD`4~W$q z2ymTBO^yYxQrA&2!VJfMsXHznxEQhvn+eovYpd(rAIDbLE^7yyO8>B>CNF@J|8YxA zo-b<4FEI*VX0va;m|9L_0d9@r=L?(btZQ=*5;Jie-)Vy!oFdy#Y1>bwwx51H8Pbo4VERs`f`dNAy$ET8En0gq??)~L^eELdyY^OaYa5?Vkx$D~115aOFS1nf+ z8v!WddogCNoFRFBGsVJD_blBkIAt6Q$CUS_2LWbjJ5SeQEK!SbiCQ%NWB7l!MH&9P z6`&Bd#{zX9mr4XGWGz)#M1|T^+uUrfg;0s~o_27SDIAEcHmB}C?FGBkK!erRGYI{P zthNCtwKqe%%2;hTtD7@c+rVmCZ9UKg2H0ww5^T2hz-&|a7!Gg3rteA2wjMUyRBX20 zl$vcliP_eZm~A~c#&x&qQ8$4h_UxMa<=AZNVY97=&9)wOv$ap%#Ae$7#L=D0Hrrq_ zaq*RzZ8s?zA}vXy*){_o=9C!mpZ3UbTepIv8#c1wp^M3D@Gbe}iPqO|f>r zuFmBWbM2YwSiBkH?`F)#K!csu zlh|nkv7OeF+Gzu-2X@-IndgmYN@NT*r46+nHq>B0kbui~HPogz zG2#m3)n(H6FJrI`TpNRJO(RB+MGtX79t<`W074CMv$$Xbu1x@4vjw-gjRohoT5yT= zR$PwtR$SV8^E1}l0C606YS?d*S^TL zFRxZ~yDM=V-%Sw;6N*kzZC3qpiXpWXr#H!Qhl}Z<-uX2-rqw)>_Zzj83#ipijV|T& z+*170CEFbiLhQ{hu=c{<&~0IG!^{$q)C<8Wfg9)RLXyg^_HWQO^5cEz*123}Z}`e@ zyEoi;Z@9{b&A09yVc{M_2lQvQflugz>f)VJVE&m2QqjR}F?Cz%p4q}ayHE57;4?ws9Db9xwA_STEGZlE4aHx-X zEa$-LLcfl|X-m2CyJ+jVI;f+-K^+>Ok6X6jL_LluXhETQ7F3#Jg0Ik}I2Z;i_KS3w zj}q)~Sp^N61OloLJ)KeU<_CC~FArp#{-Fh>%ktl?T;)YxJ@nLC{bzN%Msr@Pp%(Hn zM4tc2o0U}6hfBhHkEMB6fou`&^3~=pe>ZREBlkMW({IU?oQ&DL2#e1$)*nuQQl6zKUGzI?ZdRr4rIf$76%v` zJT7W-UgLyE1)x2|yDE#_{&k}I)AWQ~v9lWIo7SIG`qhKjH~RaS2+f*2ieGdr@_?@9 z2tA={4)eU5G(xLYdEH^oP~moendoZ>L_2CD(hcL9-bB|)Gz@yeW-fyG$UbH~eO38* z(1njj0uLW|2YGyK4+{9$7FhVG21R_Rz{E#?e5RbFv9Aw0Fl30cXN3{i9zZ?8I`og? z090Mi8iskHy6RzGSt`E=cv1y{Aw`c;mnd`hlR-XyMAr7zR7=6x*-An8T)FCs4CM`k zR*=WT^cVfzMXnQr4Jq-CfZXRrdPWB%9AzPNhKD*sWo|O^LkDZ6G`;osr+sn8GPtT&Q_7fSV=nibZ*4|Scy*H2YE=V zk+4W?5t$FWUnO^^u2;Js!L0}g=tct@5KTa9SfGZyI${s-4X)LS>IN><%c)9xp?T+3 zcT}NZAd8||dWUe^0Z^^N?vkKP0HdW5^kK-16Kr1EjOv9Paa1p+(Qh@XdSfjaAQVB| zCUR?P5l@0Ql+iI#szZ;_J{g@7BYXz^6#XIal#FKRs~gJDr|3{hbOUiHl}~f&;fN6d zQ|c<7n=r^`gyK)UmN`mdE6)QIG~FaFgYce4L9<_n5G7-vzUV43$@z zzk#r&Jl2S5=2C0qN!M^aNTm<70{c#Is_&^f-Sy`vE=`*4IsJK7D9XU^M00}UVG(b;UB}O^!I`5?^}s~j ztX)TxS~N}SsS}+rIX?H0i7TuK)t2nWfxf`?gHCU$$?<^te~Y>mEaNV93wcfg?IAg` z5q=glIUb||XA>L4a%7Eg*yy2+VewLj!y?+Es-Vg%4mZ0+$xPIFac?A_Vw=@oX0Vwc zOAj}@;`N~58NhR@oUID6Xw|AbYlj7$i-^MT$}hi)<}dZQ| ziXv88oFn*^Vj#C@TsB^vQ@9NXtK%(6g`3E37s+~fSH2!zU0E7f>574sTln^`u1f(c zOD&0~Heq%*p;|hP35h?+vP8naiD|6X)m=)mW3x<-&2ocdQ;`d^ihs5>M;oe;_Ud3m zyy2x!{XM?BWb@H8w&OynkCRIr&d+JZRwA6QUv-gVMf#tUA+fAR;^4CW{)hvtaE4_q z?~~2EYr6IE813)tSKZJv`jNrNVb5?V8Hn!JK=kW4xVb{^Jg>bwj{~9ogrq#>uXxEf zr&hdIR~6obUAze?Xp%Re>R#b`^QjNisMmWfpWk1LFmX!$qE9}tI}UO7{@EOg(bTNv zsaXq0oS|R#wXcmmyNCP2G9xmFG)yzm2ZoK6$ChEr(EC2ki2i|Y9mp;oDmiS`9qik| z_LZd#K}qILS?OB*|I(-9)5rTHJ7o8pKsC(*MCdVOLE)mG&!9xdf>gO4 zRuDvtK~|#E^hNKQ5?XcIx9Sm#r!~dVPp~Lj??^8sZb5qk{L1R9&PA68!0(%Iz*mSFPo%1L?z1YgHv$ zusH#d6&aKw0hq<{nDP3m94*4qVnCvcLVO!{uTUk5u;}uC(5p((n5>g>uYtCb>LzFF zs8pqBR@8YyLg}9iRY`SSG$a&4+&$=j?@hZ)gyPVtU`tOO7Qvso1+%wbQj)k*RgTKA zf}!DsivM&K1J0=u*qV&`>;7Lph*H}E40(nUj#%8RZ!nTr%3Ug!s#>&IWr$s8e${UG#y z)sN!>8)#1vR<}bM{_pM%HmeeHK=sF69y0p_P?}#?{kpF{kD)?iXw%ma48TK}GWXV3 z=wbLkwvXY1)JwG)6+f_pfY1juAUeE5_G5^m?tkSTEYTkVfjB8t30z?si@QLpHYd_0 zEe*+8vBNw|G^YCLC4YXsUL#AdkOa3`%f}cFhdk+R(k;rbe_%#TK5|Z}ewUVW}{Xc%lvs|6FVc|1+$3|A97-qWk!o{1*P^IOs zTskMezYVN7S;Y%_6&Lj?p1-{)b9D_Z09prRsrXV9cY_Fld}}$&y|QBKQr;K<}|4>jCy1 z1Ox-w;6-QY_)9zvkF)UWAVFKy+&=V$tNFFWOthF67Q!L(S!QugD(v=;zM}9rYShz;r zo_wd-Ccqo%kvFCG*UOtIt!3E1o8mIW!zHP=C#8`wLr=-DNYB^1bQ~@uhu{G(EVCig zPbSHj7e{HfGiH1$(~o~PG#fKM{;4#WGQaufCl-G6t-t+;jj<*3wV8kW>ob4*z5^eD zP6nJZD5`#(^tW|qi^_7LfY3G9n{_~pmj=XC2Mtw)Jk@x8I0yrztg6ZRg~5hMnDv8j zFqT0Uu(E=+YQ0*YiG*1T=A1;r48nLRQ^I~72~(y>m~ti(MrZRcU@Os|C=#Zejf5$; zi-albNSHE5!j#o|M8Z(_i;<(s2!vS=skI3o!(j;vxjqSmS8*vru!5{Bd>yfs0yIQ|%EIGfhp3i-)M<7f^tygQUeI)FIUJTy|Z(4RB z48mu^n^qnOQ&KcUT9IrZ46er=i5xz^P~001Efof{4sn=js2-H#aLbY^t4;0SXga@8 zii0JF>ik9$5L0R!5Hp1S4&id~b?*qvaOn1`A^3PV?X4^NT~b4cfI&`F8j!Dl>9Y%K z0q3s8L<}~>z^qr@ItFGCHV9&1)~7KrSRll}JoCH}IhhccO*#Z-J%_-o2e`XQhrq1o z5SaB)bvL=H${{dSP=cY>ry(!|R}U`dr~<|l^fpDl^sYGaWiw#<>`?{tsgbbEcIa}B zDs=JPOs$6%ymp5bJk?7s{VrbCUUEXTy7WDA>36wQJ`Q)$3+!bME6}4sVk_tf`}yg2 z?7HtIon$1WBMO_7BMP@@fEk!9m?@4Zl<6trx|`1=RI}kNU2V=JxO7XHsrpM|JtD}9 z%rV`d0N5TmLbG;=j!!FL;m%-UCfiAn3N0;;Z;ClvLHnn4A z<><1R*(xprTb@RjEoeY_L^fOny6mRtGG+9E>yrqcQVVEw`A5YBS?-JDD<%YI6*1yt zDSAog1|Ud8RlbRkA5oQW3^!@`*pHVSu2fD)B9V8;99Ek!bG`Ur0e@{zUzqGmGn0G? zCe9!9E^+z-=akbFOA~e+{Z5%o$Rub?v2+00%X_tJ$Ya+H-Bdu=$&oW3l+>-Ma6#J& zW5{fTQxDpyuW9R&9-1pl*{Az%W()>*FTA0lsJBlHw6wtxdum*5Fl2)21oEyH05U^! zFf+k*h3E*oRxKT!R)`LZkxa@mvrczWj%4EOR{V~|hf<4Cw{;$~LNp;pY*mO3 zafL2FAwaMgw_xZf76hl*8fzELNzKp=k!CQXofW6FDnv5|wQ`CYCk{Mga4YVT4K$^; z!l2>?T(-IA211u@ZU_V!c###js-kUf_(L_;?7`+PB6Si{*)mf6{80KwmMaJQY*j$) zGN!#Q-==7I9V-8igSV_1%(a? zJp&V&WVKr&^0cxyhK}U8u4dwGxJwsjXtM%emD#&b78`1m`yzul%=+uaVti&X83q#> z?n+sU-(f8s*7DyaYw2RvVyqf#=>lu%iqpNZvePF2EG1DqL@|Y^0(cVzfKtSx$?=C1 zW*YE`;LqsD=U13UggTa{5rK{xV2(H%b|F56JH92(Of}1gi!n3P`Is)-YQ})n|I^)^ z^uho0yZP{@f9h@>^jT!Ze^ij2UqCcyfpX9lvf*MBK+N%%pS(HA<-I^gPOA4WH{R5} zF5RNAi7HIpk9|PMHT%T700li~jD*&p0qwLBxXXrD?6I}uirNO12sZGd5Z1k=i(uM zW-FuuuAe>h?HAMMB{LF1UJ;g5RCY9*ycFc!rfR}6e1LgXe*11%7P-s?JT3=N1-9qv zyJ|*VeY>0onP^dhV@?Qfhq%WBt7iEh8GtN(BFN$6ZMa44wx&kuqUAAMpd>uK1C(Vw z6E57C_Ovx^+vc=wPixw?&1u`VZQHhO+s3))z5o6GwRTQrCza$$?OJPR=TxdbYvyFR z4T)(*y3j)KrG00=-auM>D~c+6nv~mw58zb}L-$FD^wDB^=Q^#q}RG zr*ka^V)5Ir$CEaxF7lFF_2ol*FS)1Ov9XT}J17MY-cKxrNqdhY_Jbovq4MiA+b)ef zqD8bU`-{8~ngz2?(eR=oCw_=of~XC9ReTV3cF=3Bf~edND@WfaDdZ(nkN&U69)g*= zsuRwVlhowr5LHo%ciW|@ut`?9-%~@&=H2KEyexKMO*z=R2>1lMYdN^RWi#cxQ4_fm z?`J8?4u2gY`eq(C)Y|k`Z|xY5+39#pnv9W=(%n=!M^et4#A5Aq_h#lepe--L$sHus;MZfL~4!Hww)zMcj2|FPdTpRE_L5MH1DjGL8DD zcoY!_XhZcj!Q68P+wOQ+dxiC;y}t2w&kcbe?1cA3?QcX-@}zkUXqk3D89)l~tlVA* zebV6nuDgQJhD}js--mVFJyqp;))QE85bsy1q9|Zt()}Cj=Jkz5VqCc#%iH1^;;y!T z)zBf>%QQ7S;m2&Mt%PW1lgWNz$+GyRU=G*r=FdKMiTBiaChE~h*g%(IdW7(BHEtsK z#8{_6TZ*r({@k;;W1^eHPHF&tS%RH2(QY;xbT0ZQT96ly4#f~JyvC@oXsag0qp@@% z27w3`>*!^`VeiYn_SbRzZzi>$xW)%cg3y|b(AtM@(ADrmvNSG-3IZeOve-39wKKVQ z`-++n!abl@&QLvA81^i9^sfd>J3#k1PqSj!N9uLt)dbawF5@pa?(xr(hn>!gpe;cW z8;Kf$Cz5bhZiFi%217ZdeC&TB4wbbzjNsPR*{x~aimcnmLTZR71WTA2)$e<5V>xnr zLYe_VA*X5u^12n&ih1n2Kk~o}Pv#hLHyuI`3!%~9FXgaN@!|=b&z?6&-1WC!gViXy z^OpSm6Fa8dNK9gjq<05BNa=9UXw|vYVGs4(!VR!zmpk&ksWHdIp(vw5vIT$M(!HKk zeUCY_-e!5hU-9X{@zB(sSP+J2CwfZFK)0q82Dgy3e8sjUJRGm8mPw`N=x@H7A*QJs ziw}_af4PO-|C@j8tVz%MdQoNipkwXn8I_Ge*MFjV_o@8FZI4M|H+~~|ew0UilQtlV z*%A@%veAT?a4_$Wm*3c?EoE-XS~RsMGX-`nfX|vJi;Wg&1s(Lf`bU>FUk9)+c4|5L zGNnno)9%N&TlyAm>t}Z0teRMz1bCiL0!6X?B5)@cwL^jP$xt4JKN(b-f@= zGoW=`;}eC^+v46y)RG=N7U=6~$V5PcQAmDwE{lz;DFiL+U}jJ0XZ(>GD_qsdE56m# zNvN?L!s3^2fX~$J&D}|;XNXRJ&&cy7W69lcofMu4ikK7dybW4%p9prWTV~}CF4%EF zwS+*7g0OAwZx4r<``RJg&x1Ez=8VN*gUWdsep5oUajk>;?5;;Ey7RFTQAz`Ib$%{R zv}C7RMW^m?+E21}pL%M{3V-p=WfhxdK=ie591;ghhAUy z&yz~_W%#9_0$@t& z<^oUseGA@+)4^x{Bl}{r*z^ zZX2Q{?3q8L3r@qY3vSJ?%hQkR`j@@-zMKbm%$1}X=>FbLCB>#wn77vG3gUn&IQAvL$;M`i8&dEX2r_#JF*~61HH% zb<5j6HrjigRxpsaT%s4W)tF4JHKg@$%^4j3q33?KYCa4zZ6K2;>nR);HN}?7p7`w7 zMf^t|vz?GSnHOr(<24)#`Sn8Gzm1jlLd|X9&DvHA@xz}J7GMP}W8Mr|4^^%nI;c}j zF#E%xtZE~&W=X35$Pg;7wS~ghd_Z1B$S)7xE{dLex=n)akhG~m{N%M#?B6_1 zA)ed?N#+*)%TGnPSpGhu0REP}fi`lYbcemoBnN%L@gTg3Kzcx0271%0gRR65Sb_RK zYq;ira~E72_$y%NI=4=%DSN2{v<#+~4`RzBJI+-R6te#2YnFIGA9K+>>EXn-yL)&P z&VwuhW1KRcl;WT!4NeYBQ=_-`)=9x~qHBU4fmt`5zB*E2I_IaLuEBFWP7)XuyiW6{ z9My&>jV%(&WoS(|Eu8>6Jd3wkzo{fktX8(dKwDQyFf@z2FktKF?_rB>AhYK?2Mck; z!T~29*%c*PSQ8#9DjwUPj^EGpHUt=NkDiIhko^Ob#n@oY=SjVmT*W6r1L;pTI{w!6 zW>WL~;_phBK3AY~!j{Qd8T(o0F7k{*QlEkw*EJZr-kIkeviNCUG3}Hde?t2^-B!f$ zEkq%@{4F3ig8dVFz;dq>rGLq1OqE&zt}L2>IfBl3eTQT809niUkukmE9nW1H}Lf zlC2Ug$F_#sBvKuS-<6$tW7&rQz0Ay78Pou-)F#kmjf;Kz_;c0C$#2cuA#-S9M8hic zuJ#NUi)5?0o&mcakWYj6$^rlBZ2Hr2<1xElUu8tJ0@HpkVWNPp%iq@CQ=~03iwa@rc2}2#?XvY)wE$~*(OY=*X`xM zj85Em-z4cnqX+!?0mAo!`GfG|VooOf@SH@OC?S-qnbpB!FVMYR>0Yr=T$LG%N7kEH zJfj-N`b#61k)#&^v;xEUi_MKDI0zYMjz+1G!b{V{iK}ggSsf(K*$JM^2fQT%YBuM* zzAPM%LqQ6LUmm4I!!chpx2~~%55O7rM-eTu0uO=HL(P`qTlTB5B za{p*dv9~LhlErt6C1b(*)lfG;ek_j3p1;iDz)wKY#gSHJLmb&MOeDj;cgb$rM$)Q% zq;dyOb{X?c0j*gxSP2!6mCcK@F&o3?$Wzb`CRFX3$f^cb4kZV`zddI5%H#r_}> zklo&cZ_%oE_Z_&WdbIfUdHedc*g4J*=~^?MFm5h<)F^p`>&d9bg?WRhe0AOG<9+S} zqJx3=np`ga=Fz7+gZdZb25X)4!tVkl6EyeO#cJV^7;>e+80_Ex{ffx`3 z{50AAMaw%EaH!ISO`CZQb65aHmum=@#^mF{=g|l93!zPh))dtiN~aT@ zb)*3(V)yL6x#?R7DobEspZhLlS$^j4I{)18wN6DI@wxJg8ea zJpj=Vb^16-vhylJRXebh=v#%10mZQ}Q^S4`1b$_y8Z@LNgqEQy9=tzN^&U*j<33zm zDk9~naPrS%e-jqlf-di2Q+bK|Xpzxq8oVm36+@c85Ht91UU0JU?8IN@2!`9N;1IvT ze^;?6D99-Y;ooP+Pr$yOVJex8+V}^{X;sb6RwhL=r3eYLsIjmgHueQ0WLg1#vOBr0 zM)&+9`3MjT<&T)%qj#@xeEBRLapk0rRhZJf_=d2q%--KvDZw!M`m%UK=ZNrsSa+AP zj2$<))M6qz@<#PW_Cz?*i0hdBtbrE2bg~)@4>d)Iq0~)M=>v=k)PG|va@CIpW08Of zQL}wkIeg!2zFYip`Bxo2zQBCI=c8W&nKYXGrqAY$nmIfsHSFK+&}j5Xq~xK_{7#DH zxyku`HWw$cs3GH`co|<1kU0EYsts8^R%9n@WGA3Qia-AyJOqknIBH^%i~m6!|C&cn zc|Gorbh_^r$OuK1PC^yV_)|i$%N)l~%WB;a7sRDeXjAP$2NsG)bF8=9)cCj4qs*b( z1-+W#Bj<8_ep=qIkuU<#OpV!&h;-_+@Du7VGkX=eH<(igv5f`Cq+#!S4ld*0*z_}u??t5x4}-i5mHp6LO6y>xXDxEjEE zyBLf?j@@n+&xA9Sh*^0#hryy}9nYehyuWRq^<=;9{>k<}J8oUR`8-}6G5tP!`Q9gh zSCQ^00H8d@2N(+ri!&&bozC=#L?y1a&nq05`aEUqy!L;(=DfAF4m0>1A2!^$9~<_( zE0@j|8lp)5k-!jC5djtdChZdt^%4{UorH~{BC43Xc{n%K_y_(Er4I^X2G zO^)a$&Zaa!Srm-OjKYn|bz^CbC8gFisZG#mQIf}oIcYAwYuu~yw=9vZY=%$fC|57Z z`;MD2tpd&4i*RlIz8H#0eNWexaMUXXucaW9XMR>Ln&|z#f>bleDzbE?a!sq_^q}SX zjUgXXv}!|JaE)R}RcuH#yoWj!Ap(`l+wRVzQ<#q*(eg;_J`NM^m$MmP6=Y-*C)U&K z5uwsK9pMyKr~M#GtsNs;Unjxsyf!vT%mmiM9ih^SPYWiQCtbYkoiakK{hLt>u`(A* zt$p5~DlER8t+`d1$rrAul z(mJ?bD-I@-#gj4&peQ!p0SbYyQb3$ddzM5a(K?xS`%g5!h8XBy;kyfgC0W2%wwlnD z2#hh*iWeCIYpX(=Q?8(J>0cbr^uOAzBXq|nP%}pGRRIhpzIe8;PYwe$U#6M{b0787 zRh$T0Hk_<;yIa_%H>Mo|PPuMqq1R?3P@;!@cT67*2xyZ*hXdnQD(PZtVk zort4cc&$y78gNoLtlwqQkEqb2s;9R)BB^nw9jK_5MTmWH#OgoW`H)T`>hwQ{{_tBD z@0TJKS0O`*fe&;s`i+4Vr|_&i_ul2S#ZqwYEwF?oTe9fuvY%O}itmE-M%#GPlu@tk zY+A2`#U~~M>kzfK2Hpc;UFT3pA#sCR*&Tr$4k)3O0ce{eDb{E1K?nW}- z3?>_gdI1|T)+HHM!#2uS!GweabQ>1C=;(uO@7g~d)LpUQ4;AwsDEr(|SYtaTxJX#y zqS@+@78F%5N-cE*s9K3zE`owboDBY|C&JseyGLN-OD1j5rM>~fC8OfO zB=Aol2tx96pmMJmD2qsvuV9E2)C%qhrqYh%V(SE9G^nYsrzngW;T78M+oUm6z$vXLsBRdni;HZJ;pfFl|5^+F9IEF#95{+gwx=yB z=XGqfyemu*^FX!7;UF1;kmY5JqiPe}n1`5=7X>pz<@v)jlK2g+q0Aoj+py7)I%6dm zaT3)}&X9Kg=g7tWu1b^efNZcGF-u^<8B+8aa2>XR6ygWbGb}7n z9**yADVAM5J$Rgk_H>85P*e{OIuk=*dZfu;6%MQ=T@F{R)xE5^&3Dft^v=^vThT-<_pLT3Abfj2 z3EkbMhsUN`^<)1H9yG9b4jhV=G#)PUa<p{`wIcfky!~kiYIf78QM@f=1J(qWMJF|?&06u@@z?{U(Z2VzrDH0Vz#;OBnSR6v?oDa?(-GJuI zZ-wz|GbSIUxqfTw(qyoanwlfIVlHYa@rXP-7$Po{>8Sh%-YEs&=#nA@!YXLk92ZYE zkFu{gTQ#+i?99TODv!=!TeGwog*2z|4a4e`G^gzWW3W#9LG$Lw9{OF`mY35ed9ZYo z$`M+7=pIIbYE+DGaUN8wHkgHUM$#miC8sfz5^AIlkLG}O23w@5#8Jp0Xodl6X=Ur6 zhvDA%C(X21oHY4+dsA0})7iggx~ZZ&D~%l`u{Eikx#C&3`{)9PxxKc^HkOTB%kI4u zp?e)ZZW*l9wMS&Dfk0-pLkODt*<~ik`($`C+cjRAdwY;%wL^V4+Mcj3syjw185woYZr_H3kl zm1|;;MgJf*Ty--t|Dfe-B?c&+IJVK{_^O(1lOz_>sTFz{`L;FwAohy_=q@F8oAA}2 z@b9&y2eFZWj4xge7wL;;n=PTlMZ+TeVP9Me9+aQR?rG0w@9m%0@$-V5cRT%F^Pu&= zouG2@*EapN8&hi>b3XYi1Vg%GPYjnM-e#%aGO3``!mWOg*t8C6>lb_dLS=I&s&SaR zJjvm(aA2x&u=~8GfWR-|nTAZn<1Y#9em8)1$90%f$&))3;{HAM+asRlU54Ou(2;#+#~hYyOcc{W zJwves-`Y?xTquGoN%(R5Ewg&vqO>K2#G>q)&3>y3-Z{Xqm)NYlqlG+1?|o(QP+#Uv z4vjOX;$vo~#zFXa8YB*T!_cBnc&SDB{v1AS!*%pbNJw58A`>Ii&bg$rP@4HVercX8 zNthe*B%ek;O%_Bp)&o{8VZ`1ek{y7|CS2NM zf4C=+7KI5jf&64-o~hXKVI8mQnHit?o>}*`FHyEj+Hxegt1R2a{09lE-8^a4AA|}v zPV2;i31~_ly&9A_FY5Zw7r@Uacd1jbg?0f1wZFwkTrY2LLAaP_=H&+hKCWef3{Vf0 z0=gp)=0wGfLl_pZ9x0lgR7}ST_sfsI)->{VW>jV7hu&;bk`s-0-@yBnNOzEHfh$$vr?I6UIpML|(mVX&hgyl)uL$~fnXh>LZjbnK z#}qa!(GjDY(qo595|nZLk>{yBzd1V_UC8F#2)qoD`%jjTS*XyCiv?4ngN?hvWDtw=J zdD#}vs7khzm7!QHlanCy1wq;&Sm)gQiB}3(`(B*6%P@`daN7Ht!5P2r`5@z6gKH5}OdzC3It~ z>f1B-$`iW)M)Mf4ZqdJG(UPqYDp##_} z!hv*Jfxk@FdXxw{IE5YsK`&&1O2wl`bC%+i10+(VpT;o8dGL9WVYI+RF0`gmq6LE( zCMLuMa#$RGKJp_@YCa%QWqN@L7Dj|_7U~y0wnV3DH0_4oxt`|(CfE)|Y3qg8PQlUf$`X*h+sP~hKJUebPEoLeSEWG~Ks z^k^94g&Ow3rKmV34wMyWR7|BEC-ZxcL|c&R@s@)|PUME!o$T>iXCooip;39$u2JY8 z^6wiON{XtxYXMFnNIRG}_Hv#N=c{+ws(K^xHL-X*i~1ugnRxtL`XhKQodzzSP9b=} z;)x2w5nFW#7v2sb7v9zX%QEA#Y7eYS#RF#UVAtwexm`Y2scR2R|BObrIIZ5XnU4Jb zEc_e#BQ%C1OyRuVHP0tVyVV1PSkJnl$d5y4GWUo;85YNB#1lp}I147K=|1U&hd5R=bJ?$u69-us$fl!;J&P)k}CE~-{qjNx`^6$<|40OvZAk7 z=Dw1PKJcbaeRj@HeO7i9lZ;0y_DbJ9fLwc*uNQbOn?UF$Bf2-W2NyS`#8=U3r&A`;?tWsrrQ~LhQjHh}Hi>JEN{TyB1MlQaTF{;RBN$XsAeivPGKC-Or zjK$oepIwg0oL%12LoB}(Tb9&AwBU9?P3gOHDNw*6^7f%3_V!^S{&qp>JE8Q=m!$aJ zy{7nG-BUt65e*mtK3;vdjIOv&)^OkI_EskI>gucxRRF-kZ^1T3r3TZPVy$`(gj;?Q}fT*EYz~*S5sL zS@}p}u4-}9*Ai%9suOMT2PJPE2`Q!OE8XoT0xqQz34_ORQC!bvXjo0qvYruHEzk&LBUVC6U9o@6@ zKgIq+;OYLRuchVj`2uR~jusKmHtu%bF^|st; zd+u%;BHvl(8Ea{-EwsJ5!rNJosj{U@v6Ac|kFw;XGH+a3nC*?u%Zbuc3v2Z{fS3Cm+^~n}8tadMqr-&rZ3l&= zPLI=EoeB?daYlE$P2=G?y^K2UGvzL~3xTRhg~~ZA?VmX6J4S!l9jNFF(A6eF++N)4 zTgim#S>5Zy!|yb}|1=1JVn~6SpgHc-{R@x(*$?Y}JB)zXea!nBgn)Q`y9;cK$<6E5 z#;dN)gy`eK=62iiXEcDr$?cZyq;ChvfPe_}8Sw1_>?Q$fB+md)B_6(JE)c$j5^K;B z)}gt9;<~iLeqBD#cWvR5X8-3I_MrN>#(Q%q)hx0D8x_rsjXD{&6B|8iw1Qw`v|Mf1f;&=Q(AXdbOaZzUp0o0s>z5w?&z<#ELi~> z9GQsx3wr~2e4Pe-pE4ncx+Aw0v;^NdfBX@B^*l$ud<))gp}4(T2SWZ#hVaks4XiNz zpqU8q^#QhDX?7I?v0)|n)(k;(eZ38TyItY-dgTt*H-5X-Qu9ZYx4j7j-8AFl-THq6 z{Fhl_LIbu3q%3hJ*9!6R{?}tBB2cXV4}t-(tNuFde3eR8sUeFnrMmS%!>6V|!zy!} z=%o!l+>1-*fx1fcV8g7g=RI{)SzyAAX6rWMTy~?ty%^!ZyveyU|mJG+Ja-}#ZL79FZXxEt`a!Y9UxHOW>iSKfwx;zp8rjB<3FId{{ekb z-5u!JfB|pa^LlmtU%hY3KuC=try5X@&TP!}PW>P@oCH3310g(KZbM!`4It=_-c#4$ z`}C~_Bly<&Z}^A38|PQM5X72PMBkeKwFVGW^oH=a2=R4x1B1SkHyn#xOk9Wd96o~RUwI^ei~CMCM5qE#>Ou|s%LQ_kC$9LoWm7=!4>?u7N@-h zwC?v;fJ|K`?75~iT%m+B9H40%Zw?lGl-GX{UGj+K2syZANqPayDJ28GLHhWCE@7B_ z=h*60y^aUICCpG&M--Jq3EmshqtojTO3Sv^kXL{CudG*3HqxZ*R2LldM<4e^Pzp(g zFi7g&?Z|IPjj-PhE;vTlWGpFTPI02$BwDq~RAxm^h6v#pj;bC-qNX9H1Xftxx^6cR zxFLPylp|RCB&&HP5?3(OVR84)l#YdUA{e8NKkK@wNCJYyzZeveR>Fh`A0cTQ$-wZ^ zo|60y)=fwuIsTdz1}DUq>1&E%NKmIIiy%jDhLlqx!YcO(v`dwH8S$wi206@H_uVg$`{0Ig$Ap%Lm7j85 z`4zlL@X0Ju#5u1b+zHd>`?RLU$Xr7+1Z7k!!K6Xr|A>-Kw%0cCJuJT9IS_Fuq%HD? zkC=Z9Yo98|{YfV?!?!-fe)Z6sFDvKCWs@X=+I%Bz-i!0+la974N!UPIKnlC?f@7o@1O8fq(=U6J2=o*e%m` zny!W-tCx3}(}3GbYcddxr!rY@KTUVcP1R;K?HZR5E0h0l96WnBU$&mQR~-YKcD-8q zl0I8l8-s`D-)*&d`8hu?xH6$;`>e?CRQ(X8M`b_$Q zL?KY@{8WE?WowoNU|YYkeZRe?D7ZAYG;0d2Ht8!l%~ghNg#xrb~t} z(!;AHpFFAKZGVAZyaX@b9B>cgz#*?3Lca}>3h_1L$fbR1$}4x7%KY6mW+`*swz|}+ z@!`vh;FNX7Ws_8_7?-3L(2X%ZpAAQdW$^Xjh={lM-rePl)JirDdxzX6C&>#01bBYl zSo=fkcOB{8Vmr`HXbcUl+I23@+dKd1aP#0h&?H~bte-fsC@}Obl&83iaTCqJZy$f` zLGdd>y9f|Vk?sH*qv5!`?j5d#z5KQn37F$$%q0*F{+RJ4ENqegoW~$ZZxI)YAROwr z0HqD`mIbgmdJtyh;klC-Z`4{7S@)whi*FB*&7VJV&~O_GF?K(4>!F2AF~-aYo1Dgn zYS&bnN%fngu^J}!DFF@kEUpP+3AY%F9ShH9`0uOFA+sn3(;6=x0-Yfs%MSd#^V=7+?t1`E+@A4~@q(?vZ*1Wn&P+gxS z;Qc4Y?52y1t+e!#mGFYW8q3EKI}2QuOIg}hl|x4kEjrp`OKKJd<5B@D9AS<%)sr^T z_&+CYv`sze03XH0uNp*ZIA{Y(H?V{~2|H}KcV@~NvT^0*SS||JQK%#c%01a}rJ!`L zf_goH-_zh6riY?`x-~Qu)P%}@5--g@>$WSyEF~@4I(&&%??|85I6QGxcTX;*%%7J) zsM;cd@%f%qY#3`UgFk*30{?#gi~gT8%{)A;GI6q+-_(#UUo>K@?F=4A=y{~mZ8!pK zErN>O!oTu<^#!!d-^5XLzoyLsdIbTKe`{DG=b#e#?HL~#e$Abpb|eDMNe*aiv3gT{ zeU9>S2tt1z(ExPeDHQ<*(785FI~P!=6Ewr}h-NiWbB9e#Q1Hg_OocL{knPAHc7e=m zA%?|#xCx$c1PI<_z(hiTFiUUTA3~CN*3+ny7NvvhiWKTFu!vORG#0S{&JZ2zEE zgVow}tdWExltWJ?V#) zJL_QaXJx|9MAm>xlbvzF52!s-KmpwBZaUxH1#$s?Yr>#VF)CoQT&!;21Er;oQ8y~_ zpnT~%pm7p}UdZ5-V1bxF`{5=#XW??K1a8?q-6qSuNDg~6l59;p`zpsdjHe(_q11t! z=9BT0TfCAR=8H^QdRAO2^--E*@1DF#$}R;xC+DGN7?!1%6DV_~W@N;;%d%l+LafMh zk&1|QnIq|?r%1efJc@uoLT;&#*!ejhMMT)~$m6|trm!xc*-_TvJypCGwX~6~8hNHj zdg=79r_@4)rjkjs4st47Qu6nOXYQBNshV`@0t1-v1g3>wWWh)=9bxBg{n6pIfis50 zjRa(9T;#0-m!HVIR%B;?aM~~WQ`@o6Yy!`0NMp+jsbaGDMMiJm%#>DiUn0Z+F$J(? zfDsjlE5O>=O+&oUl4!yuh{GCa;r%6m>GRCf-m||59et^^^yhGRxJ5;&S5H;`{$B>s zqYrEJq|K&3D%oAcqGT(%rH715a93zaj`8S84a^0lnMr^zYHAJmBlZ9T0TduvR?tLC zgbPLqCGXp2_K~6?+z+NC>}hZ}hLvy?2h|{h2vjRB@N+_owJh;Nl5|FkrBM~wonHIv zfK6HiE*VB;9hV5zD9NA9b~a*=@ZG2<$+bjDW%?sxJmH@)*&$!xTHz*; ztiF2(IkT`}yTTOFfZj}uD>CvX<;5#Ea~?-~9;$9+ak~ksVt-@mR0INOKs&!N;TJ+M^Rgt+0nxAoBL8F|1g-d36dT z#q4UM*r77X8p&{misPce7ner|J)lt(Vq{z|mB&jIll}tQi<6()Z z;G`5t$)wrhM3mSi*zyZjXawUDWjI0$7ysK3<1NM(Q3{tKC36iTq1sqT3}dz@EyA}% z{d-3$E07EmUO4$%Y8sGQ>O@*}SVx@zbdyxAl3X;%)<4LGl3HFk7Gaz=3+!(4eM6bb zy$PB*4w^arv4tcu@F+EugvyZ1M0~@L3$nqEB3ZaT#lSaEq1R;QXP{M^*~vY^=WVp$ zzi7IXx79@Frl7N2c7o!|%lYJoNGr?P;bcca9N-@B1eZ;;wQh4Ja(JIZOHme6oV6*F z4Mj`fUZ(ud6Mpj(o;(*d6BxkyawHk=h6PNART+0!5%+=_4Ca~&U1Mtb6`g*1aA6c~ zi$1&7fZ@N5Q3hiK2KKapV1RBja$9b9Ij{8Pbon^MShrY3IM(PZc2zkpn`?^M*YGHj zr0$F97jWC1Q6yR)nnkq$I(YQqfEj}JVnj@@eSEEo6fiY)zus?SJmMFeRmY0dHn$&T zLAX?XAzJR+Bvtr+giyvFdmcnXyd)%59)zJpR|#9@QdIcf)m*6AtplX0#7m~!h3f+4 z4}V0;<)q5x;L5lwgvyT+ReCm(RisxURC+q33b_}EmLQe9@4_Y6a^fwzgH#@XJVijB zrDT;Z;8;7FWJ+HKAu2c$Pk;_$rKzIAbW5V8&GOjtlV)yG9Eqha;8;B zL#Emhq;jQ7q{>0I)MF!EKJ*{pE+Am-5S1GLYKx*mi>BD}Ch9^>8ObLoYsn_NE{P|o z3XyW%v)FUCS=FgTl_?A*wm(5CROGAWW5OoVwVmHFcr1_%nSiHp8_i=d9mOg6t!DWy zc6lX``J7d?goJov=YN2lt`^Yx1KJsp zj-GEW@Aet_oVU5p%(y3KOWLeBBMnGXvDNL%MuRmqqkkN+Xr2sB94{EE7u*F>8sYm6 zTX4%rBKb%VKNQ*5huV-Ml$B5hsN3X*^wEC_?D|vYlJ&<0^nydr0;7#W!$Qa2K0S2n zzMQd~M4E`DV~yq8=PjJb0KC4ufga|&XD-AwbIbZf40!aoV>b=&)PkvoVpn;I5pX8q zTU**0PIA&l`3Hs(wn1gw#K`iNjwO;2tK~WAST(vUeEsLouoI4u+gjDmRBRZsG~>s~ zPo$_Vjgwsf}?JAK-9H)TWtx6j7%%3kLF=HWCAtV5!b%AXA?>HE?e z=?2NgoHeXN{L)2K-HAn1I>PDuU{MG?`cAKOVk4PqBGqHGqimD^9;~PSp-UTMWZGI{ zs7KghcmbEP>68E57vJN2ASWA&^|ApM7s)yoIU9|PRs4)0%Q+py@-c9^7?KwoHBwc8 zy~O1bHaqNucnPx#jSH=Zh4KFxy6HP~yaV1M{OU0(| z5M|ArQWLoScM%b-JQudGs|pg^Ls%&7RHtrwK=M?*_?>4EQR*Q?q7| zXIbO-%7%q^-K(ZA@xr^TrmoKKUwT6x9)5^B+_WBVW(&2a@oI~zFF7vB>p$Ffvfx-i z%hL{eD9L-{5@7@^W4XT54){x8>`0Blkd}<10iU?O?os3dW%^)=nlgU#+T?!QMqsD# zsJj)`55w)r)V7xu6Nwzpb+oot$S5Nxf{xNz9Lq}_47)ri3z~SxYWE89|_8YOz5ScB;u@Xc8=GSxi2d-H?3pbck?In#r zELQUpulK?`_(&pJ9iX zYc;Y_o(^RIHKo%byB_;HLKA>tv&fAAU{G$1(;rjd86vwly?%wQ$}7ZIf{-j=ugFBx zA;tgv+6Y0GzQ0jE{RR>0W(|bgKJ!!PhUwcy)MW+?YRZZ?L!ak+QYt-2TSvfTnb>HV zEcO$zT0C+;aEBYi_3sjQ`E`+CdCu}B^b(6R-cdm}hAGeWm`J!`mq6XINRSs~bJ*SN zLg4XLLRGn}7Qgr@%kIv;q25pBHl--BOPB~)GX%q*!3Mm!y%XT_uK@#=Z{&Hg?EoQB z=hpp_0M6|CSJmOFUn6FlLN~Ml?HGECBXmwojQL%s2823uhIFzDi1;w&h6Oy!L|-L0B1+^UUkAOkIb(i&eH=aV z{!=14^k|fcr;H%sTDZa(e#8%cw{fLJhi$3Qj#&vtRwI9m1I8@JNmy&h3`UE6jfjp$-Vk=& zH;J9UJ<2Pkp0jG^He1HmasBa|kTJvk2hXi_{(J883B$4WtJuinpf&<}X#@Mbt;`&e zDICzf&^Z{#1Z6!K38;JavN*f9DJ#_V<22l_qchBSfyt8}J8(rLbbvB?^EX}W>=9_T znTRxP*$XU|w7mtBiGP_f@)3V`Y4BOgqVhJgv{@|jLtTj^^EQ>r-^QU zU(3?jz(tVR@Yq`0^KdVd+T57h^GNNxJXq}~Gcw#v3|=WkXc@YCkIv$c4PMC-+jJ$i zI%^G9ZP0hezWnlO`Rlh=#bSJ0v#ALR=~`!GXN=G6W-A5h%c@jUzB8Gh;)14J|3XLW zxg%5mlE|KM>m8U|&$5>xis929Xv;_Dm4&f)(FncM!-`a3>h!@5dAnf(yF+0^2fnI7 zyQkGn7IgFYbFbp|n}B4`(?@OZgYtVV4rXWa{_6~-yDjmyNh`4CicFSBGjcQFT}IGT zKwf&??8f&k{+Qrb*rTo|+eUla5K2pt7SFaongmr_hpuU#^qR^do)N|vPqm|Rw9GSo zz#a~ZF}bfT%9~}$Va*b;FC7Y>$A)*4spjF$9Qj*^oSB(@dDqcWXPXH_@*~~$`uxl7 z&$Exl`0fymcl>nKcl>B#Cu5B%b^bbrMYvj+(pU7U?VY?^lKL|2Ze-IS-=1hs)I{YA*w|et6 zF?c0M9x##mi9=_wYSscEU;ip?fx%d)LZn&umKvmsVUrMsKl>i&HzIOPSAR4|hU5B9 zvK7hV?CCc6bwDBLf&K5bUs-oPc!)|FTgxezOo&!zZm^gp8#HZHSttnw5{^x1#v)La zh^~8u!Wl45=@+z5boL9Si%t6d5F#lQQ>vHdw#)4h{%#VJ1_lrBRX7p_yq_|sPd>*X zWQb3>9O;IU5!3LFCNbV!iuLe~)-bW(moHc3`O#=N!DWxF5no9bqqe*fRCSSAEx#KR!@#lsqhjp8NJ9xjD6y2xaA_q1{DwN-JC>%?3M+xR`4yFP>c8Jk@ zk4-ca$v4_}WaqciOH|=2eG(dh%g=}diHI9)jF~fDSiqZK{1%Uefg@%9r~23&o$>6v;a6Tyff7=|@c?XQ#(2O|E z=k8ePx)lsxW34pw=PlL8J45Q=15J#&w>L?6@`bkg8G?ETLvG@dm1BlZ%xSW9sU)nH zzFywc@s<-<9!~>@*c1uveqUP2wBkE?)Gv^tpD1ML(}S{-IC@f+?@3X63fn8Pq0Jfc z3~bz%>LsBmx>J-R6fsd>)#9E#^(MDKBx_?GD)@$K>R5q|3yiAzk3oc)RDys`!`&Lw znqUz(=X%D8LE_7?6~%H@2GR1@(&Sdmg189{l=*>yCkoSJ;}zUfd!H=lUk?o%ad{j= z=`MYK4X99@Nou(a!<&?ht)Io?eG@znH-z+C<@1uaz(ibf|A0$`;4~jH)+me|mL-p# zfZQQsT`Gjt;ldU%x~^Y*jAu;y0rT-e7D?jIl=^M^)Mw9{n;_B{b{!Lj=wLynSCp>Q zBYc21&BD#P0VP%FBf+@VsmVo~7#+l{_*)bH>5&?1PP77_5OKFq5fQh!7L3M97tZ4p+Ad89>&hMZBfMyXf&Z?op*1L_6l~q2u z)B`u9>VfYg-}KBd^2M=io-CUg5>#G#<*AMF-+)^ufGztlI;V(BIW`jaW;pr`X#1-R zd(wveS2K9?jt)uD4;1DU^ zijqwBNlcT8-Mbg)lgeX_OB4_FdaO~gq+KKyO$9Ssu~1l3@{B8F=bLA^(4)zkRo$_zg6LHSp4cs5d?c7M zDPGd#p};C;j9&!cIurMiv2j1ENJ^-m0PLmr#=GmWr32%l;t|jkQvDwQoj_v0yFjm| zEXx%b)(Tl33p}ohH)--vRjKc0wwEsc@Bd{Oiit@3`6|9gFY7xa@n98XAYGjAfe1We zKRi*ci1ac4e{Pg{$`s2D8ESlah8Hj%p^9jFWtj&fSorYCS#jzzk8C0O8|_?!%<^D_ ze8LEMlw0TU@wTuGHYkG)O#JW|(Y=eqN2N($JcDo`AhcZRDkdCEG%zRjz+#F9svR5YvRqJsgB;%@Ju}ElL-M6J&!!pV&q_H!nO4Bl(<}EJ_{{8 zE-#Dt^O_N3v-IiqJg9PHf|MeE434G=g1OxE88B*!96PgTx ztdB+d<7zb_Q}ono>P@SuW3N(AhiW>o5`)BJck0@`I*GAKqaK*6wP->g3rmBVEJdVm zAW-xE9|vMomS_}I)EgC`R!cSEKp6>HiU#Zc*YmOzjgEzQJj>n^KnCK7hZ*RKJ9-8+ z*#qtn%pD@(4gv1ym-?N$7UrUtb2~#zTK^G9AbRxj%f`;gsqcbvllpX7E)I^}Y1m$a(E3S4?g-x<15aktcWNs~^S zFzP`EH;V|Q0ACVZ&+ed0=AxHh)^`SF*+YD~+8C8R%%}YgKJAhH37>jkN>lcLPj%*5 zfsa9{OAmaiOG^%dPY0zn7WkNfhgk0g-Ndhm4qK^kC$l~wDH-72D)}r1obyz4&t zXukq8=H2_4*dx1Sc`Gg|N|!!YyuyVT6OKE)kNw{9u)tRbrYzw4@h5gtkgvdl-5K`s z0l!7@alG^6yP|P3(xh44g`4dP1{99Q1~s4t=!rdYAo6$10bV@3|A1Pxfq2yhZi-d&Unnfj zs&po+(s_-m(z&Z1bS~nmbgDshssVbkTXx>7YtoY4;4~jH(I=S*UX_DN!}T<2xE|S) zXt*8-ZHO(|0}W^51EyXN#ClJx;d)5J0lA_F8m=eNa6Qm)7Cznm#j)|mQ^WYRf@B(N^Vy@$j!MbEQyP=N#bHd z66e&Qa%zAcr_jN2%|Rghk%%R62_c<9P1-W=|IJ2eh&|Y59uL+jPb^2Cn4NfFIe1{6 zw3|IJcMz6;Z(Vw9V|s~=>A}WaAw5`n9nyoPXGxbVyDq?B!LqaEiiTz9$`y%aXTgkv zYY|&^CL4QYL`>MSLx>H&i!{fA0-hUNc0S8ClO&3NHF;8uDO0pirf8zfqN2>=49cXl zL=$BeTPd?Bi|r{>%%DtqD<5yLPU;_ff3Qv#pkfNNUYHAVs-QVt(ww%^oUU{e%}J1A zSPb}T2$Hz0IbEm=H`bi4(wy{X2mdI|=|Xdw_;_1b*haPlX-+rRoHh<)&FLGX(ud|0 z(q>X=XifpmX|v|E`AVOz0m2f!R;)Q)r8(V1bGkD$=ZZvgy3m|mY0c@9=Im0Mlfuxh z>`FA}3c5WHs)IFWN1{19$joTcoE|i$r!=SA(402BG7BG0s8fVNTCr~^_DJh$bY{<& z&TK_z_S|%4x6+v{?RnFg1+icybe8g3bINO7cRV!t`cSacVlf$}B%x4}FxL7zLraNG z7XSX^0ipcHlF@`XG#ld3!i_~k9NN3;eEJFF4VVdwrQ#c~k*TDj38`qsQW3GVCaEYA zsc0&xC_HKJvZU?ND$;Phdv%285GYK1@%}+g_QMxfUU+}vh4-@;-k*5k{mKjPZ}!6b z+k4^cOFP#RgeU zmPl6T4a6ZfA)>#!A*)Mrbt0>Mmd~X`R@>}_yHb}v%W7M?4-(>-4OyM?!h6{Zw~2>( z=OwG>vLa@a)orYZg~;mmwqH)!ex9=ZytM82`*T|v!91*t?!?OImO+D;g4wN%V1|{^ zy{jH{LwW|YSQ){>tc-3osBSetPxi`gm>0I}#hRwH7N|nHN^6x!YgtNbm5@}Tv{otc z_e$*Vl~`+)AgW8T)+#0b9{d>mqqJ5DTFb`A+rn;Wt!~y@rC4kA;xN`)$lbBn-|LmV zZT!7n)>^%MrA60BTXy5Mx?`!33CZ1oB@cfE2&##Di-d~_+;Wv2RZ}9vI@cfDf&-=4^7Je(w zuK>^c4W3^y8_%zpzh_Z^XTdz*&z=QuR2_}ed5$&Gd7hb>&ND%Lisc zc{e5M)$0D0yF(qR>)3dC1{=&3&IqZA4X^-DSp2012BOr0qXKfn#s*AH3{*@_8h7eP zMMShjBcl8ZY%h-AN98+r>VGN%EBTGKG(+0*lkxK>>G>y{o;0K5%?iI}%Tg;}h#jF}zq&2pfm3u`yjqNKg_Gd(E+GuQX zwYY$2!@WY;?66O-EiNE-VH>u6T%gbtttnE3HWjTYCefNWLR<8tNCw3NM6?F0B}F4z zbCa&xY|)xqaaDK|5nHyx|7UIoBOqKmAzV8-p{PYPd5DMCf&ZD8*X$&D1qc(z$*@g^;F_nf~JuIe4 z!#pigX-o&jEtMd5Kp--9`TOk?nM%t*GJ4 zePNZ{bTKMdC;gF$Lc`nHfA1I)qrp&|tkTH9gR-~%<27lki8tdUx&tCfqB|%!HSZ7_ zq^FbU>_!ru-7bj^#xNCoa590k6=zHu6sL`TV^j3bP1t=IMEXK=GM#9XOxH+~qZ$j9 zB{$8r8^(;n1w&;vAwQ1a)c@99vy<0NnI)%2A5xwi<%&gTzn|pEUHCrb$&pb8x$#VM zdR&qn7^l6-p%HN&vZYGB=M7mK5huWTw-1X6J*nY1XQE}c*aN;@C!W>AbyU>#e_#sM zCHgJYi+c2qJ+QM1!i%Qk$2vNNzB!r6MFg?&&+(r ziqtc-pfh@zo-zKf>KScsA9O}P(Y&C8C2^!Bxq(v~qXW2dyf2Y#y8p3_EKO52H*#=T z9Je?rdfHUAMFbem^(f{8fNz0!S|?dP$m#eH$=@!)b0r=+Zh7Qs=oO1#!s&^Y%6;up zCO+VhRl^>eJO635CoHs-{!v2r>?rIgB0@i{An zVq-Rr3mhBEOPgb3w#>`IgM`jrK(K*gV|JbPq)lWOg|_Ub_ogop$@aD?nFzGC-iw$- zZzI%_Zwj@P=MJ@49BQ%KhFWZCwGFkDIn>hFAg~*umTnHUaM4k(F-j2@*-bm_2(;L= zA%HMTH-}l&e!7ablxJ)X%pGRwZw|9Ktzi}?oj6vKPHJ17!YnkT3Wr%LNtmUQB#zlv z3$q~93!+5@UTEUO37K%PGbK=GMN4O4>Ed1IbWZeMAE!v1UXrrKLSnQ`yY8yfQSq|7dq9A9aGIbNy zOlN(Hgf&lC%$U%f%$V$w@3+Gu!FbqIO(%;Hgyw!E%nquTmASD%7f)_^&-35-t|s0bH6E2Fg&eepiaMM25K}Mb5R1cRGXAz|XSC|q;Ck%&HBP&GxN1q=;~0r1 z%`yL}JH4aTh{qAY1+=eByNM}PLE zKm8IGu78WR1w$~T{>&Eo@yT$_+qbOR_jWw(A$Tuqw&4Ee+qSIQ=N*v+T&@4QL{es? z@1#3#uZQ|GTMqt@7k(@EWUxjG*#)&$6i;r^#FJb81@rN~%j?CHTmI@xQyt>TEg$;Q z=iZGU|JRv+yd-eOANM`!27ad5`y9UO&%U2%cKKWnSm`BID-Hs$z<+Dny;m(34de>oTXv{pB(aUS73xTRq6d_zsPRUkVc-7Zv=M1{4xNj*$VBu2nhz zTxQD&|9?7=5;rVfl-P+J*&$a%J&%ut)>vRiJ#`GLy~r`sBFAhea?F&-(bFPFk3|mI z#~K)2_)py#=wgrTq@c32{ip8an*r3IGt%*X3d+F0Fcjsa#fS!V5+xAJVvp=Y4DMx} zWQ>lCUx@AKW&Ibba9dv1qVYY{SZjRG!|G4kFI2sIwAmMk%_#p1Z=9zy&8N-Not}y- z2hKMt2hJJI?)0S5>`s%@pq3uLPHasIipaW;CbUL%2lhJs7dEnui$Y-XGA-q0T2lAF za}T*C2SnXJKU{FV=;Zff3-)+?l>8k9y8>lm4VODW4Wr{F#v&DH!xjW_A5JXQtfuUS z)RcWTsVPgM4!+fQtZV*tWJa4hG6sNyvnaTb3|L?4kOOaGM&;P?`Bsi~aOK#F`BsiGj98;| zY_FoUaROUVkf80V$DSZ)&?T-O3)9tO;muY(c6+*d?Dn~;$Be61k2yfjs8PudR-`cUVbjaiHGe)Ju*)XZvF(*|!R^|*CC#fCFaqU`sU5@A<)s}NyFoAO4K28XijMN~4w+wXXyL}Uh9>Ha?vNX?Yj+0{H*ra-d<+kj zRTTknnvyLX6eg+&fRmJuIgp|@K2Sd95Jp8D0dQ3L82#D7KPm#?aB{ta2tb1mO#HwR zfIJRc%Eu7t$TyddQ4}E0#GU6WRry#Gaq}}N3g9H=W6rGQV-BJKed#EGLs5V}6$Kz~ z-;sT(@-b(Q@-ch%@-e58Y~gYQz)htHnq!gic=Ljq@(yXL1=ZsP)v=%^z<$iMJzi{7 zkgYeg*BMC#nXahb$zAhQ?wW_(H8YXHp2}S_{TC`T z`J;VAtiTbmK8}dx6n|8ujyK&Hvx!afm#|48VUrvujX5(*w~*kQi%Yjuf^WKXi`fM1 zLJ&52;tjd+gZ|#a>!=ql@kFZN#7U>kI!$S_Ej%F-o-mmw^tL>K1f+I6VKYxy;0cR$ z!%Uu-kv40lcp{yE)XWnqZ5El7`dDbSklcA0}}@W9bz2TahysS}G968S1Vq`o}lM2t4D#9ZK4l zN!mB$e7RZ9H!j$CE#<;FRW95YmkZmol?y9crgCAyw5&wFU|NRJsYJe&h@qFG zUEe6(S0?0eun}3=?FxgdO@+bs+=am=7Y2*Ag~5?RvlS1AmZ8-qI%=`Nb2 zyCCTfIdlgJ=)=JsF=CsJm(=N|6a} zi3V_k1w@WNdS7#&=9+kn(v7I=g3av~ki;Yi<4^$OFr8ny142H|uY44eJ;|>WlwoPc z`JE7~v*dRIqHP_1+mQSwyT~D*N*;cS9)7y%;crbp{8!pMd;=aYD_vSF*G1ch14M_m z=7aSRXxNzxO!b4*Id)H2%yPr;`7ad0b(`7yhhkYT*S$YjPeA}G*in#g+KgyR`w+{= zH!dW=Qk-vqg}Vwi0xSB7hx*{mL zV$Kp>F*&+oEJ1Wdam)G!5$kcpB}_$J@`)uLvL&8xj<{3?v8g_*`R%d!?Z*+93Yp&p zV^mf+;^H;T?~3$hMqDa0BQAaEh)W-a)rW|S8%JC)oendfP23i2AjWg#2I;I5TDa~% zaKvSUT!)Cu282Rz3CdYQmn0h=D*KdOUTKQBRAeQw%PWapUg3yKg(EJMY*2~q@=6kM zsX(n&61%*@5tqu$h)X55%jx7e;^G?Y6d|xfkfSprE)EmC!&fTvd}hR@qU`cY5^<@_ zh`4x(U0wl`7t(flg=9h@9dW4;;wsza9^IY?<+EMxCw93%N5rMl@GkQlamhDFT*Tw? zg05E)m-W(A3rZ1}^{9KSvJ{;WaS0m{mvuthELtKiT=1MkTtfc^$xf(>xVRi~ag&IP zt0FFLbHv4MjkqNI(LUnhbHt?(M_iac`lOCGT^F-Slb2d)^-?SIjJSAl#D&=e>rS4I zL%bo^K{0J6X-hnj@>MJ8h)bo(S8d@5k?@4cJfXMc2}E4l@r2Dhk&d{`?cT50lCD@nxVD!yv_h)bm@3YkP)1Vvn8`Y?$L z8cV0BAN6f2;^L}^OJ0Wl$2T$_!1|_WOMYgwC6@6G@PK&)*PBIs96T&EqJ~~NYUs6% z8m1#Hed$Px67^Oh>IKnoo@p4y)jFA9Cp6SO3yv42B)XH9=ySvi^_lTP(KcQv<{K{* zE%8FpEYZ{P!gQpiIbNtF`c>nFB8eA@b`srbk?2m7L|5^`v_yB3NK1Q(ew9dziWkat z!TLn1izcZqNUB5rtS7+?6IdC>2KSl7QFs)B zaz~@o;>{uX0I8*c|^Lb8yo2|UR}#S*IQkEuEhH z!%tz?u-M-r&1k{}KID->X-4}x3GzQW@xw1`QKx@prPTe&*9Il-u0S=~Vp!}qq$xWf zw1>rBIvy6|__T%rln-qi3CkEzzB8J%%e=?u9KCTc+3 zE1tO2&v&|r&-}2M?w4jfX@~luX@|wZeucnG@Vw-V<`ICissT|Al$lixdZZamR$!oz`|y8<@H5m9r}oKxv~-&yTda3v!smt|5C--T|7yC zr0*;i<26CT_d}t}0Zl7%>K6B6aVZnr1F9Mn^6t7neY-S=j7c|G!&431R{#A01@`2c zE&9LP3B*xo@<|u=?yxw4-650^yR`13SA?-~{-2S6Lq!49-4;Nt^0KE=oTaXdL7%`L`=I7vHR>fNTVd|Bhy0}%|= z`PHMNE9>e_KTzNqp;Iin%7G=P*3`wCZVQp9sg~1K%Zn0fEUN?hlw~p|X$+uxW}@_i z`0RDGa7q^BP2C;eFTqLcr4R*N?JAK;?McObcb zSWM|$8L1Vdr{2;DE`^8paHn^7=S)x9L)u5pu!I4f;>LQb6bl!nJ+qW&6eCR74t~z ztw<|61o^XXgXTqAq(w)YzD>s8WJS8szMrK3cIYRKzuD2zT=Ajb{yoRJ+s^A>jE z^FWSgZx>?6Ie5cR6uFuh4Q&cnk`BuU4t~2ku*kC`t2xbYW0N!Z|xEkj8khXvqTGBj;IpJczao>%;|HTI9lR^E&a^TZ&fGp9!?0`Hp7G9ot=!x}(|jXOl{On(k<{+_BvysXH1?e>Oa6v(g*o ziF9S2Y=KCBeNmSVNA%PbUS-OhWXhaHnldMuGG~#d%t@xqxxOj$uiOnxq~B3-UI;(xq=X_cXcJ+NF&41!=m__#(o!{Qu5HBL=zP*q})$sm(cf;Jco zFFK+5pWGU{WL6#%BY-Kyg~&Fcs=NwJqXI+)YiUqncG9RIxP0$L_%(;4vVMo#f~)ka!}_;6@^Zq zi5xZCbjv}C{gaq+r1gpfdi08Cycw6P<43tP_K6VHLKLVYl8E&M-4!?Lqo9b#kD5!@auhyai2(S%e&1hh}^nlt7>?TJKL0Pz< zs6M8-_TSTk34e1~h`Jsqa^Mz^cKGC4<779gfx~S7j|%Ot!1=vc`1t(Z`po;IJeA^i z76Pqmd(o2Cka&0mU}#YRe>$thRqb@A$c(he1RMU=ZMfGXK@lGhM>?vsteSXJXk)i) z6d^ua7Ql=)+!T70dWg-GP-xuQsfQhua)Orv%UZHX-|)=PmM)(OFI#Q5*j#gMM>TkZ zctlW;ZuFE+r5J*61+i!})3%yvH`=e)CC=NY*D)I|ioL>OGI<4xnF5%rCbY&CEBFdo zzN6ql0=pAFgzV#D0CmctX19%oUbpSF$5CIu`bzA~`wJ zcmlCi+HNYx6NsoNxqI3Jgwj%qbY7*8Y~~_lS&B|*J8)-r$k>dh@(U z4DKA?7dLu^+Z-xhbCDl4sM;2Gs7pK$j5flSjmNa-k$9faC{|)Y=J75Bk;G!>) z`G4_%M&aR25%NK#6Wz_QH4g7KAf@R5L^D}&Y+VueB=!~Yd5eu@H*Bn$I4?qPSUfCq z`1v7LHTOeRk;d`1#=0fC@WmIkXd3^lhI?W)-;)$ejuyu9kKYHU08@KpEk6hzGX-o} zZ{4Gj2AmT0u;BmZy@C6RMDST4*mMs^Vk?7IgK`pV>5N4uv|ptxACj!JCZ-Z{CYHf*f*L>0y4UmdUC6A9-LR(jJEY=-@$Q7$$p|R^(&ta=7pjOb@gZ=3%uK z$yiJtwKWq!c|Ln}l+U2BG(bQ$sagtjAaWEs9{ zi6)CuoeN+XQ#$pqSfgg0O)rds|1w@TSV6Q;Q;hw@I^N&pK0Aai>@b1KBJy>LQK9ZX z|5}#$JO!@w*qtrV1n^i(lt4_wq~4|u4U)p{PEg>n`aIS$;2iLaDZN?73P1uLEeU~| z(0FtO47boSINjsh6{6#NcGRVZ_`wMZXu`2~RM%CLW)8bzj&vVXSPry=R!t0W0LKp; zR@uEFI)1Ra?g~AS(~hv9c5}?IC_U-Yk9Ap8v?mMvL{OtUHY^;Fh$IrJiHAd*v!rs- zKMADBon+aqY08!Y0S$@!N3?GUS&_LRZAy%2YMV9}eOuIrG;M@xUT20uWv7a3f&2LQ zmv$C)#fX=_^rGf}=ieaZP3EF~FTAK-(F|CXXLNR(j431-o!5DkR#8ObFTAJ)R-^%t zDF?&JVdj4b=vMTq!{V&6FV6@T0;kpIDFlyU?c}6|*`~i(HBkuNsO!NZAse0&b^nL8 zf=hDL2|Pv#wK<^Y$Q%V7K=w*zk~L8SCW*zzfIJ8aEOw^VKrRRtO6LW0n_`{d>7)i?i=Y>No7Pd9t`&da}4}EFe)> zsKaHX5p_uqjhjNR8V{{Q`qHa{V^_#d96kS9>}tk;wmIh(q_J0|-pKWTSd$jAA(@8` ziO`15&&wQAKtuRL2Su#%c{%qAMcS~yWDcED)tu&_HI>t@&X1<_I&C`d)1wnwWcuI! zMfRjDbW7Q%kHpqffz(0LSQxa)PvCnKqY$eQXj#lG!(y-EihcB%FwX&{&VrJ1jaXOE z>noq{5yjiF{Z|ujA>w1g7#42=-4sGkF_lGI;XkY?2z7{DqAQ0)GIdM442!ryVr0(} zRoQ$TQx(W%H!G*dpgf1g4)TqPJBG!hOjS?dBkFwM9__7AqgOQJ5ik)<<8xY_^fQ>q z##;fHDWpm%2eexVY2U>rCW5gECW5v395IhgOw=W9Vj}Pan5dgF7MO{8rK6ar9P9Le zs%S9yZgPp@Vk_2IEc%PGpkB9+kLh*$r45n|S0>dgAVy*%TlNwgk;Q!spG9ILTlUHR z9Z*6?@ueJfJ`fh~(Vo_cxx=zt304Lh6~}-##ju2gX#bY5C=1&W&fY%8EK*2Vqzj!* zh(*9G1!56bmg7G=agHz9CdptuaEPrq1X_zsXkG?7H9oP#VoPa7YEct)4T}P9I1%&L z1%b;!n+E|Pq!b8WqQV4Be{>JqBMHAF=p}Ne0v=oT)k7ci(81J~gO>yqj_N8_@#Og; zX(8;V@ENWi2;Dajb-U5if1gATYNA)>;_WW566_}MS9ItFc(dn(%xyV5K0aO=VX;pP zM3$(9t)K{!$H4+wRr2ntD)8~{?L`RuaZ<$l(-LGz>=h%%B|YZPNQH~$4ji5s*PjfAWG5K02OmyC zuwZe{IhRE!_^>92-W9Idvgci|Xz}Fgx4(1Cc>HD0JHs`PY&A#8-Yd#A|M!u|cwAa_ z>Ftajg*OuUW6EbKM_o9SJ+k0`k1O0oU!0NM#GRRX7IveQ5HMhecrBQ!^;YedkavYA-0t$>|Nfq^oa-PnPWB;Lx% zV5^7j>rE8^!Yslljf}^m+zvQK+p3`#>5ofyn+Y^rwpih|NpD*;>ME&BGN z744C3WbBS|zZ&Ud{}IqbaC}U>&`$2nVQ#B>BoPV4%CCpTs8_oF4_1JK?q_pkG%Vm< zu<01MNKvqc#6!Uv=|%ZE+3*D*mbjNaxMOn77P;?d#eFzB60RH;n^{cW&BAn(w6+`~ zjGGZrV>f*86}h+xMG%%On|mk&D4-eA!tNnM+p_0f=_Lu)fDDaMx#kgCcnW;DvKvc8 zr#DeY>f66V$wB&ucLi%a*brp#vR|Yq$gPLBfq7gNVsZeNEF$0@7g2gXygPd zj8R#XE3kLG0z+9rw=A~5g6K@qU9d(LWQ`wK1Z{=I`UXvlv|qrC&Uh0#Ehu8V#kyP- z^*tW0fSo*mo|R+L+gX?Ny&#Lxo?nZ4chtioztU~-_Z3$(O}pX|Y!^12k?lrSwCb8! zWQVz6MVg105>{{}+3uTBr5Tz25B|+7_S|6I{{wO|95U#mXP$pii+cU9IUeuQ1YSXS z{!7DT=c*m)0J$&fw=Vw8ho#iRZe|bYLu0i)sCmp%U9uz@PEB@F1i)bwxlUGnR6f*2 z9*fwcoN?u}Kgi*A*t|nz+75{eB3R236Tc?m12U7>j*#q(P$!iLoc!)u6A{*c;xbtZN>IzW+mrkqXhks)C=TJgl0a z#9#PX(k16&#CU}5XG+?(i7W~`LJEe$Y~4QqKf~d~Rcpu~b5tXmqf7~9xKTL!LGHUa z78QP#W|IA<1FLsQgv7h7-UvL60mB85%Y)N$Re7#C(!HYy<5UK}MY_C z_y3|0`X)pM4FnQ7tb(itznQ=+xyB3E%C%ecx4#ox{UC}?xi(E%CT+<06y60rkHs?? zBGg2!c4yLwlcp0#(TUHr0W;c>K8U2dPOY{;BkmoV#x&v*+qAiTPy!~wgVdRXX~d6% zO6Rtgy*=!%1|{jpvh1!Rs7CR(6tV%)NLkT{-}2N!ek$z-tl&gmZWZQW zSIC8lRFf`T^Fef8Q+d94PalScs+EfzYmv|T!~w2hsH zDpoICN5W`@Tu1AOs3b`mFPi*d9O8|6N@pEJO5X<-?YTtaYF=QYoeso62j_HH$g5y~ zz^84i94>aEeY*e2tyH?`)QRW(FWj#LfEKvWJ5I2ME%1wabxSx|qgAP26%F=dCpVS7@)N7JbLBP@0j zXRZ=#g|Nbwofgs_heL_yEhbmP+*+`(ZV}IEIUMzlg`R)vjf5EznNh(%vNmNORX}(Z zt`Y!M?TA*@qbGKTb{&?dquxQ2HX*Q5dS$yfI%hIik+rR8@y5H&c@gJTm~5v0kIcwK z{N3`RgE4tDwtlUatzXi}qeOGj>Er^Wi4`@KGLd?qr5_#-_!mPk{1TsjFdo<~WYevNJ4o;DJPGxXPA>%}+6K;BkFqM1Ra^HBHBb9wQjiN!WDOZvf zOjozk`012mrm1`>t0~9KR68b=xry95x3228X}kw9en+Kma-QqTVR4~No~r|}i|IJe zl@nZzRD!D!`Eh=$q4Hau_W7+v^^QincPw)L*uKuX|D8=pE9vdHDw8lU$Tx*F zT;mmP+xy*g?$pKUICqMOgY!lokp^NBUT6%9OC8cfnR!csvPui(8OY)Dav$u*&!u^j1BGdolt$_ir*ALcEWGNuL(PW|xEK;vDAgz6=`+qo0MMD4Y zaNtC}ba`k)P;?<;50k>iDq`nahb*zNA|`*+xXd-)GK;$EG9PcQ=476B@@R{EK<$wC zVq`VZrOM99nT;m?=&afTr46&rDBgUpi2(}W;)xE&ava*W%ZCQtJLKqYV$wRHJGPy+ zn_yPsu^-vYK~_OgYqcwze@@xd+)FK-7C+2fX*3 z(W5dPKAZUiT*H`Xpw_T1RSEQ z`5e{x+@bk_gApLUfOLO8ewuV{KNadF`hz#d+;W zYNC|)udh*hiu97wBW837x$)3jlu`U4**3)%W4_QISOtgW`N2fGn^7+ZD=0;_F%k@P z!i}c>=&Tm4R|@JBzC4F>5V+uk+vEx;jiagSty!)=A79Uz|4&uvEiT|K4psSep_pOq z;%%dg|B9Iy=NCUzt&?(&6Yrs*DZ~F{e?2TPQ{;UjnsZ@AkkAI-9KGWhJe9_Ksz%4t4oTuCMMmWlkKu|Zs;nc7UcXOT29=KqG(dz zE~ng+LEyHe+6SG|2@KrTEef@K-%l&&z29%p&wOU|neShHM#B!wsqSBTP0)qv*w;|Z zTWJ8hNr{zOl$Z@+NvcFCF*;5wF$n5Vb#5RTKfrwABuWfXgZR#2nPgZJyl}!CsW61c z%CQQgl)N1L3P-6h7fk4|%id67jw-!}@-Wd+k}M%vQb9)e$WURqkI5Z$0c`5)Jc7$QXtW1tom&8Cm-!baSNe9wy|d9u}gr7QHW~$7PQn6m`kk5jxaE zbTnR7%ADbKE=$+{$j=lJdBWvxq*G~m4kCR(=Az%yDK{*dT7$@Xj%E{~vmDJdV(hss zVnnGBmw##xJPxBq1R@P%hg0dc160+nFE^gmruBm zjukUVI+Q(e|^6)E63muNr?JjXxLWqtiNJO#*QWxlITQP;960 zKvC8ENxM#IIRQBWRI(*=vg5&`jt#&(75-WL9(gYO%cJm*J|6QLaR!O%Ac*$3T+ybt zR*4v}py+OIZQRV{dzpMM2SGVXF{hhYEjO{$P25O-5GhU%?wY3=N1ZBs_HnE?6k*jO z1%eRu$i}v!$&Y?n^Pky{?fTuwZ~kVFwEXu6C}DtUT_wv>`rCp5u}9Shx)DJuxM*$^ zlq0-k5BcX!HFjlL@+g1H<4LOKhgBVgqgNaV)Km-$&gSL5E%LWV_#RsO z&=p-%3EU)5SV@@navw(*$NMdbD6s#G5yuac2xd=Q3A)dS<9BJ7;D+>=>rh z35yJe4M`HoCOSgN$bEFQq0Y${*o_+&cdH~6SmY(n+J%)Fc5xc#-Bfz+1l`Q2y`;{A zKCXi(vvO!;63Y@D*25x6BA7@dI{l!^;TS*C9t;O$9|c!b*u@F+WQXTuUJeiqePlEJ zju>%H`X=q;1Jf96kwbGsps4wbGNVH_P;z=NRozFr|J|RX!E!Vb@MLusiLh2UYn!&Z z{HW`}u%FD)wqxm!%xLqBu|!=DHiomAVsAd1#Z(rNR4}B+Rg_&Sk(v|H7#Aik+3$!3 zRWZuwSQ6l;691EKFhGpw24#Gnc7Z!k6KCAuHhi9S10SDLZqTcUzeCwEU1+zd7!}bj zsvRO$>j10G3?!<_(f}b${#S1jM6^>uM7wPeaaC&&(N6rY;-J=idz6bb#}RWXj+ld^ z6ZIx>#2ofp<2YiGov>mmj<|_wmKrMbfi_D-R`jGW$G|m}^B8}sq=V;P96YahC>Qt05q)ASLboOg`B0~fQwD)sSQ9dU z#oF7bRUQad;iET@(X<{p2!nglgj|{goUJc=!5hQk1isxiEGAZR<^OT@`5ZpWvYX*q zpT)O8k#r@mzbxb912JZB-zagS6)zA*LD?f$^0o)e(WoovRmn@p57yaBG#iQEo9kdX9hGGmp+SVAupR(3jAu z%K^niIvjq7;}{%#AkD8U@Qo>zIxO|*f;x=y$m#atRNEcEIv5hCI!46Xq!;bgX_u`d zc7`cNMilKaMdSO?l^omHr!a6x|5sB1L!BZX$`dkkGz0v!bI7eGhde*i9k;d?orXpU6o^n0#7G-=JTDE((1jbF zQ}!t~z^TGH?|-5~pl9vpL~X`K(|T;&T_8)A%wmwh$^O|a+1MIZMsNk@@5)y5x6*3< zuJqdNe6!>5Ps7SH{HI~>nuaseIIpCxzWTU438T7L#a*83sD~QzDYT?6v7dd3vrRGO z3r*iHH+?&txS1RQv05S^mWqH7j>lP>BO+&PLII864zZPrGN@dLaFiD7JL>+?qFQP< zI%CHYb{daiTr1GI)T7IG!nIN#5*O_eV*;vB>L~oO0WOeN0TfpSRB|f7LRLxTDfkIIZL=bQG{n5w7qOwDKW%x!1#Dun}!lN%P#swn?4 z+P=ZA+K9MF`4gw}aWIKl53u%(XhY8CK7+hbDls{&?+Ef#cYThE?Hce=SOZI$MJ`!w zHKBQd9+#1qgr=)qgmVBsVec{08{cRh>R3ZWl7n^VP&p)eM+iDpQbGbi#wkBbsU%&2 zZPF=DU9KmK36ZI>Fkj@XfnzQ^f6uv;MS>}KP6>cxF5s9sCz&!dLTXb_%U57xLUt9m zttS`*n&Csb0+mY1IU*-rP2faMEffn5g9TfJM&lo%t)lZ?v*qGozB?gHR?L(og>Hp* z)X$-c{sQ+PWArusBvpP`YAhC}L;jIa_jhs2?d5v9PYu>$K#Zzx2< z{~cCfRi(hHjX@k^gt}@=mQ58;tMXW$Qea%PQE~By@!naot=51qn;fVEK#qsj04+;4 z-X^NZM`D}B^?w)kc`n|F<2Rwx8>-l$EUR-~bCwlG?<-ZCOH{4W2l=hV61%!N76CN& zNhN&RXb4iZIczCF)mF9^i_jB?e>BH?I&-|ItKPHH@}7rV-xK`rG~Tl*^6v!sLM0XI zSFh_Of&OwT&|hg2==a(M`YRmh_qG;GUTWl%ZD0EY@2F11Tcz6=v>RLyu*1iDWY@=D;KS7rAyG?+{?dfLNtP=YK@#dPpt(?(K|E26wU=r{6Mx zPE@aW29dpWk9NpVi`zhrYu?FDhA1okw`LGi*rmuRnjl_29jBZb3Iy$>J7PQ+hbTOr zeTuxrb2k3tC782Z%bexZoK@gbyuPSz9_9$}99GGXuWjNAYOKyxCoY#vT$oc6w+a(i z?q>&LwwXH>&s;^#oD(|@(K(1nU5UsOF6X;UxS>>Z4^>j;l}*Dr(m%wf5Xj@=nq;~V=1)&oOut?Nvv_i4s3(E%V=K{$12?6& z6YA~sHnug*bjSQ=x?`4^j^n~!W2VDAlSXQ;D>EeVs>WQOis#yCJJ)}CmAS5{;CU74 zw>;ZN`>!(FfLFy((n++9*-qK#=hVxG@Ys9&Z>`38{U}Duw^I70zE~xx1@cr_v@4-} z^u;4^$MiBLk^e%9?)4O5=4M|FeU8;Ar0BkwT8DU{y;hpP)OXc&n85JO_UlkgnHRJQ zYEFx+TFq!`;3}&^P^U$uWAnoa)M$eT*#7F4y{OZc1M)Wik6qrY|3HS^R= zdaBMK>>(UoB`k6^S{J)#=ZKqRxxZ0g>>y052tdKmaHgIWm5mJDEn2FeH!Q`8ALyY{ zse{&9(3WoLV19|kttZ5JadXI#f&F3ylY#AxcWOo}Lnqc_=BBk^lrKcNZeK;E^J9pGikjEttcgCt}z1) z(C`q@xKR{LQYkLzD=I<-NcZzGc-4*}7l^#ctamm3DI8D4kI1$Qy#-W==*Lw^!*x_6 zs1<;UN5gH!p^{4y?e@0{ki>PSWEKNC)O9X>8l+Vh^WcH@D;%QrieGs+9IqX`Q153H znW_Bqq(r#4D)CZR+xc>7`mR5@XBDgRt;d(Gy_d?fcmu9&b<9A=h)%3*ZxLq#85 z^TUc_eftxEp`Z}0Dz#4Gk$4Q@os|K1n$@FLGD;IbYmOzWh{#5u!#yQ3R!x>kxw}bN zD38v?KHWDP7z=o$M}57h$lzRNXo`3qj=um>pCn~Ul=H;-i5M!n%v&E$YLxemkSRiS z^Hs5i3hcdSb`&&t;7I4`(z&ppt>7S`w~I#EX9q$7^P?r;z5sjd?MI>8uwChJA{T50 zd0Nv_P8r`Pt!pjDqZtq$5k)-47)ByQ&QQ)^HHrvF6HE+P$1J#fss@qaqEfJb@#3fxJ6S7r zgwIhIN;aH$%#mH`*GD6-DIG-OFDpeNE6PBP5BW1@vME`b^>g`t`m;;AN_@1yMF~>C z(|?>y*q{r)s?b`+xS?VML7h9;Dqkb`9dpsgto6>T#-leQhrNIh937%A?0bLa5CpFz z)VC#{n1>p?xFcUxqOD42i*B+*I=>)PQ{y6cajcyt1%{fLb9=Z`>olx*?1j~Y%<1J- z_N+MNfxhU0ezgb2N9exgJF18KgrN_~XPVfeA?K<|gdkGsoI7ZCl}@{4iaTk780NWrwTDvvU8$~oZ2eN9#JT*? zVjYc?>Q}D3~ZFBzCsZUYX81noPUH|+v5pK*(>sMeeCn93afC=u1!2py{v0e z(E3sf+D-mxdyM0$UC%aqncd93y{rxIrsKIsYp7%m7L1Y}goBA`o^6Y9UamS8#G8vI zM7v`h=BcAK=I9uPSsBLZH3aC^RzJTh9Ruhdq+{B;*VooF0=^qqLxGn0BpMD4y|~l8 zZco7rSP|05?ZQqK89O$UM`--yP?8>yb)qV1IxYC`i9-RS07SqNSbQbV^^?Nf`f8y+ zyiHAR3{76lOn2^BO?0}_!an#k&^%P@S{-Kt`X0lb4+h(Y(5Bnbu*X}g{hin~x#gaj zWgdQI?XLMsUG^Mh9s>??EF)7)<=q5I+N+e&RUJRnq_CnZA~lP;oK@|+sO1A$dA&ci zN>(ytYNnjuuB1zLcvsH!7tTHoc28QxM*M86J;{o?ZbnQybN&Q}QPJ8+}u z`die`YM&}&&#(hnCB-H5ZzUck*Oa_Wu_!4MpOFO-TcrqYdG`@+)>1@}b~~FLx;bG1OQ^nPrx&Sr7`9Ue*pP_ezZ)jSJ4n}smY5P4p-C79`~?!n(>6o%4|9mQc**#;*!(`+md>mK<35u?VtIbb3jRSCC;a zJxc07CiL)qXkl9?V*QJ$ej;T$6)a``Dr}6Bx!fwX%R4~m}3DVu$KKSRC>WbgMNOR z@6=(+V~!Q`yMPc{PE`tfu^%fHcHX=2Y)9rt5&sM0L8KTtAaZHXNR%tyKp5xcktTnC z#0;v(G$-ZUE)AFaE0nfu_wLOZFTof9QKt3B!V~uzifxaSvy1`(GdCg++v$;hUJ$9B zqio5rT!7BH7^_j4a9_ckhC3;=#%V0pyZ{@3uK(`M$B%NIULvgqyOR zS^RL(oU*0MIR@MhGrk8XrerO5nMq0F=T#bxTaHTrarMFnns7stT1M{nj0|(nQspb6 z3BE43AVHVqlsLI$72rR5OCR_$<~{`(94tLu7#X=p_LV~`A5uD!HLs|(+k!0LazYRA zO=e&DZOq^NiO2Y6W?wZeOCL=|b05046|e8;nh&x@8Q<+J-`Sj&KEC5^s=5wCzPr`I z6kpNl`?@GYzQjc@=CF)IxfEXmlIC+v^Z}Rn`QZO^%4$5v2W^bH6%o8c8}? zB!%2|%q88lBchwl zs#^gvbwu5o5OtmfBX3{9_IGpz-yUzeJ!k%yc|QJ~fulA3XKdbqSlT2=Ea-Uvz@ry< z3!(YL){eHHiWO0(PQXnUV6!4MswKj9%Q})yEdW(jbC4+w>z+3!QKv}b zT>!)$I86}xq==gd@?QEjPO`BB2i3%&gHnodkZTodjuk?V6#+K~`reszPzl=)TgqZ^ zSsDen#@cg_A9OY3{eaW-qA$fQ> zL~aP^pb5M3=^(W?q+drt1S4*7d^n18M&~y5^6N5Fyx8ghQjPQ|YcPOoM(4sBWe~vS zXdV5j87EOaQdC7$IuooZ(-~m#Ua^y&VbNOfhFx(2bdv#DUAGiCv>CTSdiAOna}=o&>5cMMiwzMQE_1ifezqZvB4nNg}}iX#9o$VHn~SM}TiM z3b_*Ib$bN!`b&s+G!7mu#7mFVg=#&3xgcjvZ8;^qr&|qG7Rmyz5DnNLDfdvgr_<7yt07xN3 z_?=_`b5Os~qyAC;W7`IEs>Tog2XNo_$q^9WY6}G@U+dg1up zf0WjvUidGP{}um7a(fEI_p*EKgYQlOK()IKtoe_{fd5ebgPZ23&uyPE5Z{Y1gpb`o zA3Se7D!&PM95g_&unJK6KhQ0BFaCT@IHQm^T~tE6t#hN0jS%VkGbrByaqwXlfNTBV z$!2pd|C;!>ICexoZlwOL(dLi-caQ&TS^R5tN?3LNXF&;Ab^bGkfKB&r(QU$_Q~&8& ziT1jk`d?SD(LW4a@U6k-=S7gE#roT~WCst`UTmIX9@d%IV6JE2atK;TbMNoYM2Nqc zr3QJkRa?2Veic2xLR})?uJ67JS8s7eQnB1!q0hIuWWcxC6?u zarL(Y0z1WVC9j!V4qCnGZvw;38^lAkt^W2?-ubh2>(BD06*^NRH}Z;QpJY|b8IdJ6 z3+kt*H)$X@^~!2{;$NW6%ArFEnLzlu zc|YyMOhBk3e%_W)AnzWe|BOoqdSC?pVm1cx;${L)Sp{qDK2KG@sOqW9TB6%g%kj9V z{IT~Y?Z@@B3f3FX2%M6C{{{`s49sdo+FPKi<4eE<%!sVlm%O4oD&FtrdZzZtq&uu@~doKHZ!c>gnJ0Fasg z%o)DMMkQ#vhK5XMYb6CTpD7R)FlRlX1n61;Nhv?$QSg@y@C+bJCS<)iN8m5k{}uPm zOb3#*0@1>EIIUD0qoW~nIF+0TOwMXD&Rqh-sM1x{bP+U0EVX6ax#hkVF_`_ zn3VGS2k9(j8vLc`2;d=F%gbjW0Otbu_5WN@0Oy+ce|cU3Jna9}v;mR*ulw3DG64h7 z0_LaLUbQeoCq~;#_74sE?te`Iv>W}uXmWL9wEU0(0@yjwfa34}HATjV{OjNOdZVzq zc$~a%ac)oeAH>$#)qsgGUT%T|DEHqD&$Mz5T1RbWOWVpz%G#f$?q(*;9#^zuf6a*1 z>q({tQUs3BU91er;s(WkV9@JnKu{a@{*>V!X2c6bCgqtDxDa-&%HiM)C6MH>oYvsH zIIkop8xNN$$a>j6WtXV_5ps$Zh>GwlY^H0xUB&C^^Sk=`e1w~YanSNskY`~*`{{e< z`R3Et^V@Sphj-chRjuU6Fnc>=g!A)+?Le(WXadk$T!F&V01UcE==E8G!vm^DHhNVq z+}FwQJpe|{{ww1#!l}HS1Q1@W1&qpiB2HjWC@KQ}pmhfChwm2`0RjMR0O>~+?&ULE zAMr}BglQ*Ex_zc>i*Fuvo|3b%!Ek9n0a5 z)9;NISR|nFO@qsb!>fw^MKn+cPRlpu5L$K#8wQV4HDcpJra=})*Zmt}gENj#Cn-r{ zgu{B-)^Q3OhF|_zy!n%-QQ$?)pZ61@e*(T+nKp9HZciMKJ_2g81j3d({I(qi;Wpj} z<>gPU+O3J@Y-Bfwmr|dQQl*Wxbalz{E*hKKV^~g{rJODxj61tqZlP%z z=Sne6ZlxVZZHs39O@v;rH${8EcK{0EOYrqeWIUrKyl`EjJ*@IQO1GC> za%$sG2cI?69qH-c#wRH<7bP=eClk=;~$u3j!UI}}t zSlpSb9z6Vski23Qg9IVjK#X zDiO{`8`}Nu)cGz}aH8sKsh_>gHt757%ypX-jiyIcQwF|j4_!-i0N0OlBAdO~nQZ{( zKSvNfheFONF0C)2XO^Jgb8F0K-lJam1-ti5x8?Whmt(zZD|)OW9OB>FOsG$FR`?2O zG|@OFlNjLz_Km|Tgk2*xN#7(^l+-1*M(Mm#zVGKYs0woMN<`X&H*D97(`&DyP;^7= z?>kJ6rb3???2;TaX^;=y6JgL-;vt`}X-ssYueXj|sH0X^k2T(p)z%?WZ!X2b;A`7? zH@rcyQu>&!t~eF|`zaW+H&$BLreJ(JLy3$lrEn*l4@wt{uH~gnn9ez_+B}XLp9m9V z%Wy0)zlDGIUBYTwPgolNcdvAJSoTb?$r^ zwIU!eKpDcC#a0@6m#oC$#VWO@8$G*C==dglx}C`~dZ6*6{WK^y3Z_Hkgv(+$yQWYf z{$1@hG$Gl&&v@yYsQs5<+zq2ly>GJfr)6K|Qy8ho;FI54G+_J50)f01)$j8#L{^H3jF*OjMwzkp0P+SY=#UeFmjV zH}#fs1_y4cg_A59OgA|}iY+vRtUMwu;Ab(8o_eBX54PKnbk_R5M(_cq?PZE}noKPq(RcEn} zt!8PlkFkdnKm2AHVPC>=)DT7!oRz2AEsAYkivzsYHil6g{0RcwRi9yA?~3@$^8$*? z;uhj474bBS)eecPFltVMT9UjtX-<+XMI~$wl_cuIQnx7be#RMnWESnL@e(hcID>t3 zre;WCs1hxrGe3E4g(NXalkb+( z>oZL5uvpr7O>T6{qQUX*H=WkBQDW~2MlSo;v9_xn0^cX>!St#j{oM3@a3J-*;~Mn0 zdkHjV=cnG4HJHXGe%f93u3i0Bpl8g5FDChF{MZ186t{w;5`@jUMcG*R_HK4(dmnT8 z9QPM1=`q>o$lym&k1pNkr}3GsF{2MDvZQZ|_#4;Hvl})E-`F=B$oZbkqMijoK=ts3 zrpITjKRpbQkFHonJwbT_Gqk2jUkpV~1KCTDzv$0=Vn ziY3&V;@^LZ621gB#ULeVKZ_*f6?@U?8k4?iES+8Q0n9X?xCvihlk>V3XR_tG*YXN$ zEN3@nXE($}zS2<@kAS;O&fo}no>(l1$}PEG5gs_0(iP>SiWqQ3d7%SGc)>D)_j0+4oiXmunL}$>$CKw`4nq z3I?i{)Ng@UaGDVy8)ul_XA2gH+6qIz7fy%ai{FfWlp)jF7@&>s>tE%MOQ)AKjBT<( zW#<@ql)<0se{R>xQCt!gUb58lihY_nA^5R?D4h#|OkK{<2*pc~3T8xM6O-eF)H~l| z!d=0(?HQnIIsAcc)_>?}I}fHR2so4f5d(@j@BiUP%k(^Z;&p-8YuRp}ZQ4>+l5rAd z8jTNW!5WBPK?IIFK>gE<85JH~3UHNWqNYFj7@@5b7S8tJDjRLfly}WJ6i{MxFfa!6 zw6)LrUlJw3Y-98S#rrBKxVz5Rwy_?@L1Q~q0z2v~#1*O@B|+{L#ntTtk8ss<@a)

#!wWCFf$Mmm5(l8rf+h@pzZkcHxX zKK!GuM3rP!_GwHwkyR;8KSp{-rwkwI>+7@c>&&uZcGqLky{|hQE}}zlcQZr!Wg7pv z%x%=e0>4IQD1P&nBwr7AalQO0-mq>lA}kof35^AuM}NK;0-QIfc-HZ|9-m2lqC;B9 z&+r(=5a@hEW^iZ0&<}Yk_wT+uKc~(>3I-H0b5EN5gC^J@bkogNh`3L~tO_=i6M0Qs z_{f2eHO6e;fFEo2g((iiEGu8I56_Z4QR#pbt;T+M(KN5@U9 zL+DJ@15xg&+Z;X!#G5>kxYp46C(4j@(%eY;qRmy$32J%mLNHg)x6)XKY>tC|h|8#$Tog%sZJ)P~aF9`X zYEULGaVxJ4aEeU(a?)IwI-GhvG-auqvV;a#F+L-ejZrw8)UtkRCFj6N%EIf!KW3#G z3P`(?n&fh=)%DtDdDNZUM;eIDGJ?Q>S|t3+X^uXzy75Y~oRJYs;$V?i$sB;~B?LIG8;q zVPAUg@31JrZc>zbDYN`S8G1df%+#t9*Q`H5{M%3EpkG>y`1&3rHnexm4a+|cZ8EUN zC^eg!1djbHvSZVJ1nisrlYDf{#Zd}ER88lRBg-FIpHgzMq#Le@2HMzYnAggft3 z>~6;AY0}i)m$tV(RV{H<2(Qgy7`fh7th#M)s(w?+soUzB#kqJ7%8DK;^kM8nQwY+o zOxQfcKNir*W@$LLz#R;^jM}VLUmM8u&Pwf@F5sy*oGw1X;;h6mBUhX}w?DYEMoQx?;aj#%7W^F|IrjTSmJ6lq1MX+SiRzar9OC9%QBB zEb=%nLt0nQuGlC$EB+@3lkJs2k$WGsimcDOF}0fa)yA9T9Fv+2Exhhn-sVF?*jh`11$ke1k=}(g_qYT8xZ-UqtxhKvQD?<-Fgia(`D$L zvh5M9Ln!QS#(VA0WZRGSA34l*rGJf7Zc;;qJ+}uFwtyKdnkAgM-y_>ht!x^s$zvnOV7R zweb%+cmqh7S-8}v=vnlEn^smPQi5hhVbDHcvNiom8g#t{C9=~&vtKa zU}&8V65t!U;D;=;&8~oealNe3zwUoE+gLGN|8RUZs>|uULWVEZGU8Ez>0YpoS4WLx zyT2=X7U6wIxs1dxGvvqV>sNQ=$LYUF_kGPB_DdTlNAF|F)?W$qErBxc*=~3_U%j8- zKd0bhBqZ{en#c=i=&44_S7}iio4df78O zoAqSLkOk|5Z<~Fqf9=kPnskM7NGbbY?jy}9BO{{OrpY@b(_vh|3 zO;<@hNh8pg)D&JL%}vk@2>24Jy#M0NUt6cB@W6I)pAa|OqYw?5BAX!&yw5VvK?V$+K%Rc|9{^$)AJoYqqGTgWjz1bvGS#Xp_|&=7$CUXhd-@Is@f=1POdU=LO`c@5czvRm>wFb z&+5U*sBEFU8cm$Cq()i|S+0&_FcfiJaBXsXZFY*$Wud1+ZFdGekFctqTjAE(NA@pxU#_Xe93gVx}%Ws@|<)Pr3VM@c1}qjD5jIl*gsd`>l8@~v3RyN34f#37SWujxd12 zjVK-l?4mgug6!)`R6p#D-RI@2&k1_Uyg6a@72pT>=*T(QS<%2C8Ru3NH`(~%@)Y@Z z;#7R9Y;W6acU7XR^Y4|kS9TRwX2%Q~6^qvFd%7)eu{%P}O3nenyta@LagXE{5X1n~ zREDR&CT7GI(_fHZ!1&)CTHXVm=ORRm${yP^+?;od32X?uY;n_=*kLx<>A?0`%LOo6 zE}-gGMtS*JKILusS(*}RUQ19BxlIuFZvoh&54o0e{2(^J`n<45{b!~s{Pi|7%zkxX zMC1pv#tG$W%7KcL^Chx!^#ryIBo3A#`Mfwn!>1Vj=@}ijnAme!AXJ)fQaK=x6(+g5 zj*p%5xjkMUI7nxIpRPgWNJZx@;cc0{bvLHyKWTamo@su&UF(yxvP9*brrv9~IV-*u z5N?FS-%!1xjO|k+sNp13rUr8svT2Y7OYxEMFUj&WM_P-7tX4+w#sb|G4fHE3NiEhK zpTu>nf&|XFuKz^Sb}Mz2YEus7WBoH->x4dKOShhr^5hi$If($&FDO zS7o(Y(R<`Fd->8nQ6=5oRpI)m=#5F1t>kSbN2gzDreQylv{qTo4Z3eY6?#Ok9UOuz1t}1-Ki_zz9SlP&1!_BWbjK&F2N=q9 z(7XCt*OCcvCrG`<(UmoitSWDI=TU~~b``QqdK;h^PdXgQFP17prX_{7mN;C{>07~< zUil(ztKj}>vrzpBJ)HXkY47`_%BbC9~SH`!+ib7eL$!~HGw#PmnDQ`FmGH=WbF zKb>PhQ7Bz4*X`+T&~lM1G^cEV4DSq?>2(W~!RS@bw?l^LE=q=47~~B(EotN#F&)smkw=7SsMS4Rv8I-6;)&>xQ1N{M$uVS3siG7;%`BXmg^{ncE#_Vx zo=Vb3CUv1vY+N7ORThEY`FUlAoiinbmE|UNar3?;>-lKTy-W7^vLL0P?UQC0aK?Vw zh{n^`I7;fUpMH3lutw$*`q4_wZD=U8I%k4C_zvC>c4E!Eq;@Muh2~XZitKe3wA*nz zIe&QBJb~(Uh8Ertjr2?iwlinCBiy&5i0oCdHjG!w8H#73f$EiwQ|7-MpsID7?Q`q^ zu1m^TFgMeJwcBJh}k$b{SOX%GQ9Dx#OVHCE;o7U#Krc!Nfu2er#% zNi{S8^la=ZOY^cr0MGJ#Z4_Q8?kUF>jL;tIgYw@uq%o}q|GX&L)kEbVQJ10H< z!S6gnyE8QhRYM!MAM;9PZ0@@+bIqf$U!T_b(M|5&<1yUbK5V+vgOs4y{+&cpb2N7k z&9nLM`zKQb6!LFvbdyLqFY5xaLV5dlH;~*%R6J=6@)r35({co|6AV|BrWjF&{SkpVF;BD0Sy@YE+kdF-vH5 zIF^)pl$c(*t0$XW2j3mf%$##bUL#R^vpI%4Lt z;f*h@z392f;VxwCG+HW%%xz@VBE(~t_Co}w$X*OB22Vafx^kX`)@H**mQoB+YKWw} zcHF-U=!$uC*2FFXiECg%25U~6xJUMJOVzthxKy>}0grzZKG(mVt&^n~P@Z_SNhrdG z8CN%Fq$iGfYl0v5&ZbUR9hFH0E%Wk3sJ$y1yXjrskjNT|gX3qjv;LSmv+fE-!t1IV z@R`A;lsEY9pr`bIZMfThW_j1++4@ae;{bH19b0Bw_-yb-5j(*b3oo%{C#eTNul>a-VqO)s$sk>`#fl(+=4M=^3-f!^yB02O?B>#mkD<$36fbRAlP^_V4?Syb z<>t}O4VV6H&BA-X6ZhjK`|*W&JL5qvUx=?pT9nL=Ls9oy;8Jhzq-oA1d;xaH7oN{^ z&nN3x5IWHKQQ`jm=J;kO^k#%BC}F23)75BGK=yL0OKj|v8?d*kW@lV?XG${ATvqIU zqXR0tF}JWbfURiMY^NeT)3)%6Z8bf>#BSAiw^;j=*_vtF&3TmuV!_p)(tipYf)Asn zCXBso+tQIBHnm$&)95Xj)~7NsO1Ujq9yQyp&`l?~ISRTmZkX3Ti^0(p%@bc#D$B=D z`aoU|#-~SHebGSn$lP=gypa8u%yDw?u@_1#BiAjZ#!KTwCi%Tc=^7EO?GU@v4CjO) zML4Q-$I$Fxgeetgyja^}#Po5bKCQdOboxggcZ#Zs6Ce<*Fs+j$DcuZ4M(-Z81#fDB zNmdrPEz)$C)mS^ciZ?9wF{A&%kwQ0L$IQ;}A7bJ32aZTSztGucMA583!VmE$K6+9W zt1fSk>3HX9WSw8(`>UTiRN3U=-E^1E4*MjWte|Mvfl2k6CaZn6Zy~(Vk}WI&#Ye3+A{z$It6KpZ z`4K-1P+@b8Q2{nSv->G36OjHnUn}umeNsJ6-O5m3PJFg^;!Bh!JtkeLeqV)wnI8~j zp6t2ZNhc;=oHH|mzv{V|n+gSR7yA|tFCPR1YU{CKSFK;%1YB8?EV1?Qp=satt#tTC zXlil~QdR^&SD(KPL0n?>Wk+g9ZgF%N-TGZ1$hBC|g)w2{D+taP5vtOV3q1U+n(X9a zz73rv^rS(cy;wP=)w1SrH`~0Rsi%)M4Ft#=D^hYGb=w0qu-?zjbr;rG%v-vT!gs%! zG@C#I2Y}={h9GKUTN|4Aqoilf<$9adaGpkpc(F2F;`MyGoH1}rU1M2X6-N@bQ21}1 z_uh$z)Ecbyb&YXru$i<$NH z*fl=D2bdgeOyU)IUDXMLms2N66fV^{qt`?tdVc#m+-fH6f8JR)I$}u>0>bA8sR`AWh(@+}DS0vwwCn zlZAcZ{NfZxaAf+Cq!#+3yz3A(-{#07?8so(?NAP4T;9ZQZvt$^3sQvm=i$UeW~z`+ zP3zqu0c2>!KRJ_2pk~p!s>L|KMWczu)E;EW+|2Ram!1hK6g^syP@GMwbDCD}^7Y*p z6XfUx-sIdgtRA1b4xka0+(tUj=tT<%y<|fbJYq{Q@9FGed6 z7N5STX4+6l9F8VaUit$JJ=?m*p9oP$Dm|3Z=-iO5nM&Ju#!R^g&6lB`dBx}Z3Z-m( zqGDp7$cSD#iMCR?`?UC)-ao7>2Y6nZb^en8C2hyqTK4brD`6=I{y5qK z#_?@fneJLMvTQUN)|g;T)s<|HtSYK=V!TZb-4Wf4;Khf?zpf%(Jr8jvRL8dq^3c!L zhq)QvRNo6)`&(H;og)X>nI2tk(BM@>noMD_*o$b^QTlb~oxJ*((kv+)3(4`nRqZbH z8Z=uU8Yj+kicfv*l*#Ma`O>B(F&QHJp3Ax!aP!!Zzf!MJ%g9Koj+>u@96+aexv3*1 zZZ#g#V|B8hddTV=cN<|uj4lTFV@|IK>t%708;jFbw?8Fp zh@_Q^lJct3)YQ^2QAGFKmwB8d?hw@n73{U*Y!qf)$^SeiC+9(~AMlH>f26&9C4L}k z>JFFpfOsc9{;8(uC2u7@jEs+qwPI3vy+{EtM4lja?)^`XiuPiVUr#=Je9c7W%%;YFO6OX1tDO zV8v+8I)JZ@}Bt!YizD8?1Y4zaQYQO=N!bZICixKPU<|#>-$4TKr{?-wygo60z={ zcGk?gK*FRtr_Tw^xUkY_-@05{_<2lqdMd?0%)C+Cm-~FHs%)?0Hu!`_uTJ6$ z8-4kA)1j&atBqT#CU*}zYR_?JFzA~WQB)~+qNa9xF}P;M3yj2Z)b5+(E1IIU6gNhf zAfJ6LF*n!T!JkiI`gkN(Jic^|?F{pbAZ#~f2smTuG1Cd8MA@a<$v@DrNWJ@uLTzVf zHwvm#zU5$X9p(M;xy0mVt~S6MnrzW0HIUu5IvKmueTp5&utl4f>FcFoi8OcUb$@_42FdLEZy&l8yjhsK22+{S}E za!i$e;Z!Rjj|KJi-j0H?V`g?FK|^-{(oM1h8(QG@iZX@hmf%b-9CI zEy4(Ji2&hy0Fsg!hp?9tGu{d?F`^?tvSp}Jnmy0xUHY)H$_`Vnu9CoO)Sxx$D9(C3 z3A~rk1TJT*&c;k3G#Y~0y;fm20=Dk;nGqiFem4-pi<;281Vxj8{QZ19^4EmcXrVCM zQfcrkd;9%$LqoKdu1c&+uOW7S@NyE~VukYnT9F}i5U=6-cXj6Xil+;N;#rsh9yrg3 z;*DFj1`L-p!)0TJYx9NSOHXr@zNHR>mq`eQ570OFOG@aBd5fC8k>N( zt)M*4+c*f=FXpw?jOD13+~P_ofsQK!Z3o1K3}mSSh;!8=;}M&J8(z9{2hNDF}L zc4CHe-qHRNA*jy%@Zq=*w!QNS;(KkT@XST&vG#H4LX7@%`m>_R+4=4Ju4jn}rC9`% zn@Ly6H{o&NDva)>tLp90oFhogNknL9*Rt^|PQ&@5q@6De%{MQUYT;p=Htl0qu`-|& zkPB)^mbd6AS|}e;d{R+ku9SM7Na~TP`%1jt7u&0L!5Eg2aOg<=c zn(vpQdlu|ZSS_pe{RJ9}G?g9qh&1XFVbn+D!Je~d{0+Aoe%ooa7(vs|WRHwiwOipd zCxfZxG;C38Hst5_Q}qlBp~OC!p+oJqZd7Z&eSCOiN0f{tWk_ZV=7yR(MgQEST4p}R z!l`yuUV1MIJezjAU?)tA>Sc~*(OnpF%Ajx9yY?5NC1;^(6k!eq&PR61AlgBGK;aF= z+hCwR7az;|@oZDFW1#+>$0V-WlY3vUhS&fG{cQc9$iT~~$WANN29gauD|!ApWROAt z9uan#!EMuzRP8BQtxJks^}WZ@j2e-*VsjB+s9Ran+d|FRXQ;_v`c&xEcKdJTV=}k+ zo@)|;EnGk5BaD)_&q?xdz>2l@*=j`};|1IyznLxI#tF0z^nC~~gg$mB$yR$28{+ye zcpKsdEZ3<2%%NI>27Ft-lVnn^s)|wZyoQ*OhFY zZy>oQyicw2xPRy22$Eqggfih#FUeSH*_Q_8`>y+Smo1k-C3p3?(Pwy^W1qT=ZkX}; ztnvMY?NWxaR7gxRff7#FG%M^n+f{6$@Q~#b;yFfgY(AxOGASrUgbE*9>}{WPOV(B` z4BWL+bzzQz{wS1>VwKl4(6TcV4VhUSy|2TB5UX4zzrpxJ#KsvJl?^d5?88=MHJZHS zbt?w%>tiNoCFj!E_WM+Y4-X~`GP!EqmOjKzZpd#n--^0pM>MVO37bAAys8tll0c&#GmAo*&im`?JQk(RVjVE(tp|eA{RV35{ghxP=-&~cTeK}SH z^OAOQk!BP{gWp+&P~-NYrEBDk@*3^mTH)M6C zrj8HPl+~8@FQ@%CUo_pF*%jBP+JtJl@)((k@()= z_EZWEw>J5KCd5Ej`r3$@NX~UxC(ozQna)^V_1;>E``V{J?C6iai*kO zLw@HS=q~(x?^VCDcdYAD+^(_1HLVk#bK#CdZaabR@yk42=AEBqdR$&ip|z24yRlnC zG&)r!U*sZQ>3t?Khnmc8Xq6^c*OLSBXj;=$_R& zZdh1;+buAB_!u9dVv_cvU67{lO;HA#J$}7izX>Lje|wOft3!b$5q4`LU1>D$xOZGn z{U{Dhub=XA=MtG{ot^^o#Mh-dqv6^#ks^8&`XC$QR}-0P$kOJwUciT2mLv%vyzwJcvgCtW@gwZ{#flMgrv!7_^E{ux!mEZ)IDEGE!7@|iZNOZK zT7`icYT9C)d7(1#fj0`dTkBx~->>3$J92kZXU>nOI!K&tA9D!f%*nVrugi@;lFY3$ zv^9xXYM%BSOv+kEF%sqnuafERI!L~KEq6EVf^UqOX?CkJ^-C)h1tf}fuv_K!tCgU? z8R=7X1?CrFvbVk{UkpkIk5sac#p)zX-g6w~Q&fc$YFQMl6ct4H3rf9 zhiq}+r^P<=nU?8##m?thY@hJ){M#G+cs=h{S^nr(ShOXwNPAJyWvIgH9H|M>?WbTv zUS>)hH$n4=eka*~G$1!v!yc%4@tipe15%e*!n@8Ov^OW23f8ZipRYlWcA?U zV`E>bFJgRlfLMImF5HTNW7ed8DNN}9AseG!w9CAH z^rFe*J7FY?)7wJvMvLO50>b-2kEK^8-ATpHsSCUlb58CWhoq%{;@xg#mWSeHXg1{} zmJw~f?9B4%x6ERURF1hfjSZ2}CcL}KK}^x|VrWyii#*9(Tz?e@9^yWL=v9u15%=$- zWHNTxj={NQ`s5M#XpQ*HIabJ8DJM)+Qlu&S%%P2Zv70MCMGBn}N%QbYRS}zx?%RcT z?1tjiOS@M(Ncj0M%`=GDIkDoaR*P#A3AI|=D~k`lM?j9jpc-tXs5bAP`ay%CT@?pr zci!di4q_ip3Ct_(&z49W7<@${qpkTuBuvo(MIARE$qq#c5=LY)KSZzkrw&@u&QARy zu#~qg7V5(GK#s7T(vyvqA2LLb&bizK2Ct^}Tr8-=m*qNxtu7hyNlzD$@=S?sspUd<&lvn7DvlIJ`82mK| zXGES;k;lmI2nr-n)!^an5AsjtuKJ7AgD(2?@pqs>f^Vedp3SMCs5wTp9w8p=A)?0A zO?=|g``Y?~AgaNjP7BeNj78GBr(5oY8U_KY7$UM7wVgQY+m~YgpZb|fXax+^@eAyh z4rncYIen7&QI7y$No{jYk+wBPT$t674QHjP7u52RIlCtovHYs}RZAEJb>y2Z-#)Yx z!4En{pmc%)q`OLJD_MvdA^fwkj=Q3`EWXwphNxp<{!zRi4QN$NRA1*} zUnKBi49_PMifKvOi@a-=o8~FA&ewdOt=Wh>8O3$UNrhWQizhgA2cu@nu93LawrJQ*9tHicDi*m^|`F&w^_5 zQw!3tx@;^(B-c4AM%g8<3g_gf9|pv#Oy));E4g2h!w#o4Zml&oSu{JBGi#iG9_H-* znQn;Ai8t`$5?MN$@|buL(4bG;Ur(y<_NmE2+g_J;pRrTi?Nf6-3R*|1h?M9jMZXuQ z1DqxKa=3HP@y3}lHowwdn~);@Vm{-s`n@UT7IfB1VB7Gr?vw_$~TfpU5Qt>eo%MnXPBjEsU;8#G@h+vc3gyKO}5c8jqAZKXaW_er+;5n9|&e z6PR@>()$=nJIe^9?;+%UC6#$#bBz zT+Vg#U8Ry}6tw30C#FESuzWF#VLE}usP1?}vg~pipJm_hxuS;61mL^A%|zJOUDNMR zmuJ-#5U^EqSxMMTEC^^ed`&g5q4F%?^4LxMS~9kUj>Mfe{<-d}Be^b}uz>85lKy<^nD|O=X5t8f6NQj<(Ij9F|$)wXUElLTZUcIjYqj_%lMUr$3fB!Wc>CgCZcdB zIkzt?pMRpUHN|w(mI0HGMI|MTzM}cm(&AxJl4@d)jiSZI4ot+t zPD7uhGS`=y(v`XwmylB1Wr>YqW~Q=KmKvkOezi%1y(KR7c0x~b-ro!zrkh(BN+@_! zE&5&zjk|~5po`wH%cj|T#^LgJqpb>(D_ZE)I9HaD}+R^Zl*D{sUzW(vV1D{uHdE;tvx6i&`sREar>c=Yxs{e=zF2n-|nxLp5qS54L8rw6(iE zT825xHl&YgZo^gn)^JK&Ho{-96>CRpjD#Gq9}&_obD^+lqO$oC^jm#>)wZVpJfoI7 zkykOAli;mN6;5fPbNZ)JDaL*Eq9F||o1TzZ+6B4_?(cMV_nl@RhOOoUS6Vpq@!2LT zX_K@AGZVF8cB>852I<+8DCTo*7sSHKwdJ%aXN$tK%uto@{ zpB<&dtYn1k5ikbs6%o?Tm)##0m1G!}+^_8cMW0;@<)fs1xtoUci#-Wl+V;k3g>2P{ zjK-R$gX%Q(o?b#hI}_CIg3^1J=5D5$LP==$y|Av$#`k zaRRn%SnoU)?3(2=5oXAG(c2p)`3UO}+U?DK1q*mz{AQr}+Ddnk4vt4bvWA?v>w+3K z`+!P%Q?-`_OHQ~~y=G6i&yanLCBD(zWl6ZNJs#_=Nxxam<_uhYOAT{hAM0&t+xBJU z47}E`c|2<#yFbOTe(crzdY_STb9oq}?NP;?dVbDp#yH%&+*CK!>%{+?{YE1uu+a`E z*gOuilopKXf4$e``3-8GqI_fZX!>O;zjE@v!u}`BGj?jTc`ggK%F5Z>9hL>FP3MB` zSp{?p7q>e3MsSKe(j5;i_4d7nt?W(p?h3xXVo$iq;DQx-njf1`{5H9n%CEJ0^waza z{D?b^y__X%h=>> zX$1Vfk-zlQKysK3U70s$W$a}DH^vMu#nbBkZ+YQxr zmKOxte@i#BgwLHP0wz>UvU=PM181rNW>o!ZU)Hg>VsD}lT-K}=^`u4j&L0M68DE+Q zY@6Rl#YnGBmU0oPN4@r6kfXo+j&q)3`72w-Pr3Ls+tW|E^Aqu;ZbT0m#mAWp!wNW%WG-p_eoO`V}-S^Y+~a!j^yQAnwm z|MUhGr*?EIBz)0Mz~3UJ8hpTDkwP|D;W9$UA7W7*r+kqV5}5&V>6oC4-Ul1sUYtrG zv9F@&ca=+Eu*(1s#uQ+I_gKE-aq*1LS{IVn(oac%j1w}$Rk~EN!tuS=oe4T10`>$Q z=eOR4Aa+cAo$b9x33lUChU$SyH8XDGTNDS#Ho?MnX<41hc|(k{n-m`2hM+S6%5EG( z*vif2ZV7|qx0i3Fzs3&Clf*e3Xye_!VIckWzUW(R|FYB~cK9?&39CD$dYevYbDFW0 z8EL2|xxW&@7aK^+thS{YD6}obi3$|~?dQvNLxKpRIWw8}yzA-&PNrJUG@+JegpvWc zxt@}^y+#~^*EkVWekQbjq=S?qVvrcfLmK2{N(u@uVH`$T9fqBPBO+H41(8gHSpTHI z=Xj70qpS#P<tyYP%QMFK2hqF=kMT3-SYo^L!Zaxh{ zI43i&i@aINQ}L((b!wJ=_a&^iyrt5Cd5gW`Xs$&8I%(h8(Sx&5>sd*j2GN}>ASn;) zt&EsgqrK<$NLkTF-YoX4BArK1gDmDaVGduZcqB}y>ddV(WmcDWYB@C&1*lljGass? zWmT68ri$vTpQ-&CkLfV_kb>`#;|6@9la^gwZkWoYug=Tt+fYPhrK~fznwDE#-pcq| zA30ym!SyH_5+UD=v7i*jtD-YUvc!vx0kpB#6T-$&(wSp|a$uhVof&&`V;ckZnYZ?( z+TJw)UtPbE@;^OL5 zbPOBPYWL5?&woE3_J2Oy{e0NDs`-$2-iChQS%LT4hY_i^PX*AX+bJn;eDU+l+c_z3 zbn)}@+g+))qylfLle`za*m#t>`I#?TvG6df5|qOXkz2D zh;BaK9smWsVq-jpL`^sazgf})0Q<7?eM3=8#T5`aon~c~^65$oH;KzC{1n_uRS#8_ z@~ZiXapY$4n(SP)LIW=T!c+r6eryqr*DR`ozzY;%{&lc@GZ=f{qgVf<*WjZ`*n_Fy z%a+EW7F9>zADk< z#)GHrxv?8P-9p$Oz(aLH{ZK{l8C)PH)Fvnp?*4b5s9;3^@)eBpxL5QuwX8c-DpJvX zNlLc+fl`CF|Iw%}kmw3?;4!bR7w&E`H?XMH=o_1)&&YL2jVXWqA&L*9dF{T_U0XL%3ooQTm^PIlzmCAQlmNbAW7S4udBCn%v!KKuvvVKR5umEudixL3}>4>_iR@K?3;cePY^ zwXg1Y?eAKX9~P4yR+}FNEn#d80Q#`+6Ln-300#N+kMICfdf^@^ATtO6d4LGOKk9?? zbF{qr^%E26a4frT(jX}cMx2`AYe%hx^oQcqdZ=^&^~u*>=!AUqEGmvYC>W_~NqWCX zmDxsr`1wgf-HiBD4vIHr&D48c!Q)1)hb*uX{gJIG^kh@w$~pdolIAY5`60iDCPtPB z#_~iDg!}h>q6qh_;QVL6D6ap-7lgp|7eWIjKp=^m;jN9QjZ_IcK6!|B`)Z)O&>g`4 ziHd(Uq=s10ns*z>X>gf>>aT{G7K2jpin*i#avp8=K^zMhzcT_5!2KZL4l?W$MZ8CN zavk~J2%Hak?7;R83ruoM20!#sb-VXxc(R^Z`Fu+8hBOBtt3`i@<39MS9PBd&@ zmpb6~n|p0I{i-Pp!@Ue)jou?P8pGVY*}5pwm^WqqL7<$cE`KY9NP*)K<7vhsfuaIl z!pHz*0#Se)zZY~*3z>m~vFx1TJStx$WFFG-)uCdb4Fu=8m@<pK zN-T!Rg+v&dTfx(}8}R1GyB8VoL_P>YZAr=VSitj^AmR_g%_<(OH}zR8I{tX-x+$7W zC8nA$${}{R7H~gbB49k{gY=6Nkjc3uB7yi_OoI_H$)1DzkU(sFV_YD{?Sk=8|IZ{5 zpw+E@0&f>|A%?!t%iVtM<9?Y7Q(WJ=G@-VS!b|cLXbqswvCy2cP@BGf`JXQlF)p5L zQ1FcfBOqh=xg^4ao{?Ghi<6M)fnR27c?}X`eLoPRz3-~PtM1Mggc)Ofk3g&Q(Lg`f zGeulFi1>hz@f@_ISMmO}!IwjN(CtzV`mT+fO5{vPDDIRv3fXRdFgk{iOCkaYhYSk- zJBqQ8&^LT_ec~Jy8wi+UQjMTuTac0Mv$==skSLzrp!t+TCJOXwIMUsI?%jTwlYX5m zQ^5~)DZ)f_n4a~Zncz^1sbEYD7MDa22!jvO2SD=T$vzvOTyQAd6Fl%B0rDkf3cr4> zS0!smO)DaFMd(J~NwB^nQk4@PKF4Oxit@yf##31xF_Pc}Fg`g-lEb(`v z?n3|(|Ln8B0DFDM=;#+0BpEdLqmYUrhg<^>5(XC_kX4&wbU@sMxtHG^k6C+u!F(;n zPy85W@(iT;9~drJ4t?De>g4k6<47GrH_jfy4+)1paZJ7gI8aq40zi!qb>YHK)Tj_% z8m73X;49|<*|{V>1L*@40~`jNgah&LjRhePl6iyso-iMK4Qdz<#aV&BlqR=*cJz&~ z=Gnb)P#_}M8FcSJ^k^K>o0B3ze=YrPj<9C0C#p!kzu1M0?AQhvH^8?BaNje~2bY(9 z;&2#_Pr+gXf(U>@=8|ZEkuA(nOs-}!7fe@&;s2cpm!k zun|G}#Zb^J`+^XV8ch3;5coMvgM;DFW$Wt=ldH4aST&fKYxO~UyE$3dGxa=+cY(|%fl~1^2}s)JTya^; zL}n`dIz*?YqkjMLMKMQM7EU->s?N*(t=i>r8~g%uRc};hOsb1SnPy2(Jrq zme^0lUe)F6L=!)lzwqb_s7D8O-y;P~d)3Mju3{|N9UZ@MfafE+JVUc+<8&&Ky+g!x|l#QGiu|{N^_4v zBXnI#ISdc*X{_G-=0z7E_m=Iw%;*71wGIq+dL_Kapasva+&Ah_1be}Aw-u=^%mei8 zy|||aWY$p6oxLugXxfF%Zleseb*+IcvVRg=uQfU58oW+ZyFLPjb_|^29lXv^yE-Do zEIwRhpRk7Z<5UJbY>VSP+}4lnNYVnwVPCc1M}(kh2sQ28{q1n4`o$4p#4obj-ITx_o zP9+X#2n#XkT?ztr-s5PZ+D}(h%K*DB^N4)LLhvF0A#mCL6oglS0q6+r=`wDvdq-rT zBeU=`mU)=7oZedqvul6t5MnP5;l0BDt%3)%*{bDT?=gTdXQ=%@ZrdT7-rkZ~r~x}$ z@q0k8BZGx*(N8t8cEF8u7umlD$n8HTTmCsT|I>2%pTpzdlV&FWv^@N$NyI-V_1Ikd zorSdaG@yn%lE8S`plON>|Bu^~C6?57FfYXyKy22Ca8Vdbs|kG;;ifQ_R1>Nc;iqr{ z#HYIN=%DiR;n8{ekwMny!-IzwJ6k#-Mdep;UFQ0ecC6K?>Ra zTA`02CLhQUdoR49eb7Wc8@Krj7@GmfqE`@*Gycuk zKY;UD{|zJMY!bDAU(q0~fMZedMgY_Qim@oxtm2S6?&~}$B~omJyVk@9!|}(XvBwkc zJJGi!I5tFpzjsebG%chx2vA%=2bfQZyOB(Pg8Uc`GDVUpF0#kZjJE#@o2XbX$+v5) zKY7oE&22!^)0dW~JW?oZ!6B5xfrP_>?8C4QAPC=}iQduYm_famKpqV!E>u8-0dnAX zpD5^l76?dY7)ufu8<{8Ro2e-Nzr#}u1|8@k+){+}q!dK{OGl?y{`b`Y_VkD$yOGUj zPguhPzLy09i8=sIa3H}`R&DavZ7gI)s=|$X;AX^v2}i-WUlx+nxM!$C5OAydqzGSs zmr<&IN#_%dj6r~RU;bYz)K4zg9MCJkA_Lh!Df{Y^YdT%GDXo9mwKN)R+W^o*1zBSI04e z^AVra(9mx{zsVh8|={{G!S?{|O~ zg@gL&eY&Xt2#4Kb-6?93e^)A+|4oOLN3(`N!ewA324-s~muvceQlG#*JW5j%{aoKU z0GQ~a0uL`&zu{gMU{@pJG6VNn@W-@*;=F?cDuMFzBCza3AbaHZdCLc+D+WJDKRGg+ z|G;z@-CYGZ5?W^5i!Q8=Nz!k?QC}1nLV55%s7^NYXp1<20IN?oA^($XCV;3uvE%Na z00P8tdQP#${x@(9Y##rXg+SnfdO+W(c_OeRX-hUd4`JiB03(j{rF+BY67enNZ{GGJ^#!D;qm>SuI(VsjTh3i9zHMidp>L^v>m zX|McU3wj6hYzQoC`4_@Dz?2bo{vYYhC#D6G%h^g&A0Q$d9ei8}iT30W_t)UfJa|c` z<3Q(g;K8N8UK?tUa7Qe{FG7RC^&jcY_x+gYrsR6IlFSE)s740~3n4L{YT|hsyyXWk znRFbOmV%GQf=^b0%})9>t?lHLxDbdrUiJlH0$Hh8Nbnn?v0!*qG;h|4b#r4EqC+T4;q-tQ(i-!Hhfs0{YXbzf zdk^rz{7L5o0qL}5Kaf2GV&Ey0287mAz77UN%=<(tjBFur2xZ5oG`Mb%w->@08@M|J zLWjwd49Zywt=aAOIPO=uFijL*lBQUbq7XvB_?#Jv$2S&=KnjQmK=sf(X<4Kv;f4rw z00@l&z!6+PY04Ace|uK``wS8L-56XI@E0mL9^bT>^e1{b1_@I2TssjfaK9Z!jQy9) z4E?{zOf_HvinhH9LJjzD8WWg0`bJRd#3|lNQaH|0I9g%0q<{pML(MKs34I}CPa;U< zNuyE#Y66fK`cHBNgRJdIzdUn!`Q-Y6yD9I7K19*-Z_NkcQBgeZ(hg!$gi!^?<+xJS zmQ*Y9ceK*IB47#z6lTzWq%hmSAo31^bu8@f5k0o(Q3ubk=g>Vu zqSBP41jnf^Ok)8_?8{Lu+!ieaC3mUI=Xd$n$^ZzEY5=k%Pa+5oQ1ZKdfCdK;A0*RL zrf})UBx@>uT`gTJ^(!d#8;Q#|1Pp<`ex{!VsO*cHDeEI29j*6ou_RMdwp5|CE^5{o zZ=d3W^N)xJ)&`IO@dqd>IAHk!5Qu<2<^WCqcdIu+P5;emkkFD8g`*kf7Yj^J`zPt% z3&I%51hhY((^>uj_r;T}CMC1%0|c^=3pf-3M7EoWu)GUTcn=o{%I*{RBV7e7{en&4 zp{wvPl8D}nt+Ssc-^TsbNiU@x+S!3$$A&PFfj~1{|AA)x>ng;n0J&PyqzMIb4flv2 z)JqPjHG}#RKRT(P z5j^oASY@hc908chiQS8t51(N&_es)wAHZRrfD6%us;wv%USm3BM$S(SGM&cw@Uv5Y z9%xO#jP{=j0wMh{?L$NmA(9IYMk8|R6C*%dGJOd`V&T9Ff=5PjH*jhJavjzOC zeFG?U-;fCe`XmJPY!Of$vcf&421u;UxEt$Y1dEKnPFVJ`phshmz)nhEoj+f^8;Km+ zac!@CLqic;nAph)5$WCn%@AA*fo2=Hi#I^!!8Plt zLazH%@qfF^j2_*&L$V1?YztNN1Exo2T`2H@6B{HgVu+0m5|0`E>Ten2Z~5I@FmS>2 zTQDglj{n~>`rmR4DsXLmHmcu_WKrZ(`TIB`;0Lx#Fwhz2-zHyR)7SdKsxg~9fs=mb z-Pp>4=K;rDJQ%3I27i-y`vyLJ%`M3@9~Y%tutT*ggkI>}c&(9#GK^{?Y1sHi_n69) zZo)QSlSR*cLhj%lo{U-AMQWd?r9iI5JZxrTRczc<`?^QFOr)cus-yF#Cf5(S6^}O! z2KN32Kgvgmig3~$M}a952LTC+MjhUxbgzZz#pIK7w!hsX4hm)K)cm2ehsw zuMsbglQvu+DJ@P}AilsiOwel9)bK2+vkeZ$)F5!4+K$)1XS?7`hOko|&vJ$cd>c@} zQ{8T}MZL#y6iNwrJ1jn*RHN0v7bek9q+UkG-?KeN+8i&e%W;}>S*knce^ zvmmn9^^^L`6yt}9xNduBym(fq|Ac&F@S=|?9#Z;(-1j_JsxD~a_#{?X2NC5>vop!o zBQ{D(*00RIhwMV8+M5@yhO}V^24t9Kr&og*Y@!w@1A}z*QS_fFhf}X26x>H*NKsI+ zEeD;uYPeQa_ytI-$gdV!!kE%HM8@SscC>aZkZQ38994r@36?o#y=G+CCL(57lzVfZ zb&R!QR%G=&q$WGR?*JZ7iJY>Bf_NwAJmod>dIdV)u3H#!=+11D+GwZ6oWC9?)L-c% z$kfxex*D%Av~$yG)qLNVJa^oRbFO#at&_8-KW}~$gOk3`ks-3CYB?;+x-r6VzxL9p z8RExd%zlD&n>3sWGnfkk#N}|M^n`duGMxiK5>OQ$?}0<461sG)?`M9qTT~FKP@> zaSGf${>gVIePaz)LT0kL!u0PVJN(>AzD+zjj1rFpR4JHw|A=pZznP;I@L5?1m{iNJ zqc+*VW;8K|o6W>q+p)%vz4FwX(8Nf8v65s$Lb?K<7H~+=eIZ?F+%i6}!e{fNb%{f1 zQ{Kd!p50a7XkKT6o;f79xp}}YoiI+0zCL4)!p8R#>X`_L7xK%v%wMx^u53dK$#E{j zvL)7$jsF668ij)AY~(LEGkYev0OnT5P~5{}$0=zUk-hFoYK;)-xQ=%=DiIdp73Kbnx~snR zQFxki=I_GX(qH6lsrIhV;S0a@6FtQ`uXnv}1$Ks4?^pit(El2}8ce zA2;jC20mHVP#!xz$fd@1GYry@PiX0XgVf$Kj7}2$ieo9oep!k{fPtdMOX61N3T}Nl zy*pBdwxNf5WGB_tH|a`0q1GlW8YXJ&RuqJXuijDg)-mcL*M%xll=66toi0Dd3vz1i z>5*qAMZurb?(|h0+q*si+hYYg$16s0Ok6hIL*C;)&Zx8pf{Ao)NR-owLw*!LEnB(U z-Jg3-JEPyAq;QLa*MvB(*mb4&>~qhHh`wlH2JI-ND*L;IE@GDR2h;gIg2~>@dOfx* z!}|MveEdo26Z3XkgZj7b9x;1IjqK@V`vxqqo6%;y$4AnQg{+u$`3~_%L-mFw;Nl{_5@IF6_Pbgyl|^VjCGxPsgr=l}4%6g=$%b zJn-1i4Jkv4F_{WmO6ATqqty?YEVQz;@$S&Kbc6co@^{Hr4S}9kZo#SJY1QYXKjfVj9lSzV3Kv-B&%Kv^DAI^2e7=vHow)R zLH>1dKEp^CwnBS&Xp&=P^sroIq)TY6TN$fSnK9G;MZ{_9t^VdTZ8G_QFPo7*C6_hZ zVr%oJ+y1b_(ZF8%L@`(TL~wiBgtLiy#Z;@JRe(Xo)XZXYhS6fcFC34P3~T+xfOC5< zo|{JIwBXc*hCH#uH|A7$Si9ms*F#o?_R1l z|7D#~MOw}8hZ}>cB`8H;y}h2QU&7Vqy;!saPX5zQ3+?8eplLlB+YD-i&nq6zY)w!3 zgu{c2i2SNu4}O!H5Ors@rnXrcebgPp;fJI`!n;tTJx*|R8*%E9;AK!$m3NwtsxKK+ zH+RBb`3aNNOaCt=dN)4X>vN5A*AP~>J1~(Bg_muj4fiFVKwZm(zuD zx)_#&z#=?etQNnb>fML*R=7wNBXiU1hi;_fXs_Vf66@V@ES7Q|S#Ge2Ca=y?;!0=j zSd4a^(h$*2PV=l;PSWe$hxIzlS&RZuNfqw~MtmHSVkPVwD3#DVP)&6jNsaN~R1-s3g^oRFc={8@+^sHA#IJu_vtiKoz z4s>e`n)8fYphnjZ*^el)*|PMyAzMU`^toHK3vs6_)>WRR5lylyai>$Avc&J{TEAmS z`iNm+*H~})%Z4M}r0tnS`)HTW2+oNx(O6SAZ)p9o;~DU3fh)9;3sEJfGujaik9(0} zJ~<`9%fyPhai!LhsSLN(aixws9P4_gub01Gx^D33_e9o`CCc5f1EJ@~5+s0b~`mBgt1YN83=OTvGPp^fLlT}0W z7wC|3TocNr>{R(O5pBYRq*=MZ|5+ zY5Y7_c-&)OJw+(J!D5#t0{KJFCdEQl_?_#P7wL(Y>WV383L+?|jX|1BmX7 zTvJ1}lvjAR=T{>4UMY$Mjig3>W89mdT{H`eJ=sQ*9zSaRb8!)Iwn;eUI9LCRKymWe zSIy-X`TeD$)1`yl>Ny|FC50+8N%81f)uGHpwG*4db%}WP`rIE5n6tJ_q=NTGBY(uS z`Y&uJ_2?L9c@|}FVLHXsxe*1L{+PGqxU56_jA2FEEhh3SssGdasHCGt1lHDREv5? zt-h`AQ7;TJWUPkZwYU%MTiuk}as=$)T_zEy;Z9skQsaMWV@!v{tz+2l7 zqqJMyP_R{6{&9aI!CoV4Wb3&+7f$6&Q-kOIi#UKM;4!d^!A-L3C5rc6B?AakNqam_ zl}LLXU&RzO?N7j#%UQXC3_C=kfg4=i$%wD~IuYDXsQV#ezF(tH{pmVU!-2|8QwqeVc<8k`p6ca8MN1>6K z^Jf37j}DeKS~hb8Q=!|x{TB$1Ox*&e)ruc=*}5Cp(v#{6pdAz3}XGLMCF~jSebYR65tu)BI#buHEp%vDn@F#BOP8gr);Z#rHoQ zA=wGsh~avi{W~wF3|A07@U=tz_J{Yi{Oo67;D@tg!3*mGzZQ*s>5UXZhZ_YrHIVTe z89dH_oNnp7!O}rLJClg&HV3Jb;d2I)m6W$W^Y4rV_UV=nU;KigI$yrV59h!vD~b5# z8E!OKT<+~E8sp$Mwx+MV;m%VoGq|rjx=?A%=lD%xjOd#LF^UUDPUEOCitno|A(Q}N z){<~nHF9;{S&1fc&@N(Z1iArUMy1aOKWMGVn*qwMB!XcC?YuJShR(w9P0ahtSeayY z3f7|V^ILldSdVlQ!xgkUb~~s3e77ih1+PY~CF#$%O|eO7{fvy%8s9ox5@#E`?GVDW zF-a4%-QQQG>ghs5`bFPX6eh=p7v9%@WXV8Dnv|PlYWRv5K(|s}Y^1`dw_*Yo) z?)t8|mu&8anDOq24BoIz6CY2J$m<24rI*UQFD>49431>~cwhRx8G8BBU{c0i@C@B| zjcE2^5b1K~y`;HihPvqGsN_7hwBuv?ch06iptEfXIb53W&DJ^=N1CqI^a3VMCM8_; zH;g1*>mz=3Xx9VZUs~BhFz&T>+47*5izb2VUDRgSKNMd5?!OfRaUG2Tn43uBTLEoy=X5SK-PwrqP37cK*)mSG;vt#(G z)4u8=f8QaWrK_HMThSGN)h)js*I4FZCZ%1TA0abGcUVSCZ7+Q3ESUAjFRh$1i$m!F z2n?Q@C~KqFEKa$c%0e{Dm!`OPo%u^G`}H%Y>s|$}?lY&O#UAz8=mv&%>+3u%#N2IxW83g_i-tf1@{VbY8eFSamLM!E)~d zY4Y^^RXU$GlG?iY&N;r@Hn=&B;M))T)IvloYxqJ%H`|}|ZG#TTX?v22Rc@R1gHiFV zLA$AVkayoTgc|Tjn=t|uY@9gjSdV`!kro#kX>a#teEZ>jO}~>eqOyFR-tj|pC#C4@ zs3j}E&?7(ewYt^YlXSbYWe?3E-D1d`qtxUM zxS4@1M5&T&@d}HMd>KiQk%Ub2azBd^e-jl-h>mFOQ=|JO{Ci>oe;vbnl3POYe z6<7WTKb#v6FJ~K%UkbnZbZKn}Z5qA~(Z{_O>xBPYoWnWh`6zh*FunRaJ%3=(kPksu z^~V?|tIQ3ogDsG*z9o7@hF7u@rtj<-*()y7XsgAVwD_yeeGp@3r$&N1ns0+P3%V(te9s;an#=SaE%)NW>n}kB z=~@NKzRc*8PA!8%*eMPJbuGwtB%i};iFL*j(0AfdE$nZoL|Auu&!xJ=cwRfH5($#p z`U=k6h5qtMU4P@0OT>9|h9@X?cR?gGmz`jp7n>V%jOD=xO0=U8u zwhx~<9M#}`@cJmn!Z!6&OWJ}6A{~CqV=ZfmjqfkPnX|0Kd8M?=}${>+Z|{wr0q zuKQ|3p08Gk#G2te1=|&s-lRGe-rffJ8p~mtwE;7BOzfGPjd^mj4 zO?Le1(Hdt=s*8rnEmO)%@wr@xs1eq8m9<7TrfRKjc}STeaNONW9AduI5tMkhr9m#b zAXxNCdi7lJf%=db*_EteHsmX7E4GK;m;A9pLnPj_hj?a3|AOWMWw#XcHua5{ul&?o zsLfx~V2;II!_wd2Rztzg%?5}zS~fdJxe|sy33%G9yXGx$z#y4LiNls$z{K$G}WIU{OYoO(vcoTQ%C((pP0-thpW3<~!s2liZZZsWk^_>M@ zP)C}V(OLXp(jB6Lw7;jD32pIKxa_vBjt7b;!rFYt0r=-NZRttO$!kT;0-AWsiDJ+#H^tY=tDZNV$Z6`wk^8$n89<={G~p)Cg~>MaG@4w@=_jWrg*G!qnXR+3C4P zfG~IhFqP|s@)Qntgy??7DGl>4OYYraq^fhZ-=ymK50Xp8)Kc=AOT*ryG?{2z+tZ(l z7v1q8ozd644?3a_EbVZP^@tJd{_gdIdOcbF(>?ddx_U%&;yvWr>9dH|XMHjs>V#YK zudjgRM}J7Dk_7V3E37TbpAi022%eRN#~;N*@w{d;nFfX=>mN4OMKe=j6TS9Y(qGfV zzDD^(-IhC-dQ5B-QOJu9J1-g^T3x>)yw02hEk250Rga^=c0Hp=foz7N?57p#i?4L5 z@>Ekx0hwLUv_D1sMJoCSfnO7TZP$qpL)#+zyJgU%VQV-{>2t{JA+5$N6+55YX$ch% zO9-vT_x^Y!G23UdR|pof*;xZGiJEaLp%U?3OW8^4>N3gM4G&C+EhAdhKaCjKX;mX! z9fN)-CK0{dR3+NVf46nLA!Bqd4vNtFq>%r*!a<7MCCEeS#B0p)gR(EVEB!S%lU%)a zp!<*P96wne_9e>4@-@ea!Lu!OC4cWc);hQyTaj}HKl%55P+5AMna`M?@<7X{^K2Mi zvAd)3_FaU@qKwI#l57bjmdNMI6f1Mo80rar<+1`BzjqtRt~Dsrx54bBJx#314C~DB zMFuH3M0#kEgK@02+k5AB!9F(Z zXB*#OJC;2A$l+#FDv7YQtX+}+Dx`#D2FERQx0?6!gITB_#xpbir1^>)S^Wi}5ykuX zPz)Z%@dD9_VirHd#epaRiPkI14Ji?8`nvgSw!m=s`7kL_h!1 zd6yRQySw+Wi;2a6v$4W;Rq(_so7GkrL^R;Eojnl78(?#d>wDJHst}nfzfArimYm6L zknru?g|Xi^asTh+l3wnO!G3RC8@4cg#$@q=NpYgXA>&)dYt+_Mwmg2fCs@B3 z(L67(J?H7N3ygkv9wxui5HUyGI`@K94N|hgyHmDOy2;etHYTio+_L>>%56@mu_?^FHM7fdzSW;Z{P=Tqe020{fogDgOoHJ!`5JocqEG@@6Q*ll^krLGw!o7@Lb61_KfM_n%`SzT`} zC$QBRt+f?(|NrCcEuivf!Zkr8xI=Jvg1cLAf&b zW2+>KW`&VH2fwOY&}!g3ADlYOWml$AX-bX1xJ#3u>!Qapl>2t(G_j={LTnA|+Y)DNM)qm#n+1Vb0m1bAA(SoQ(28B0#|#sTbAM(@!ZS(4G!16((I z^~h&8!qB&t)!8yqdZ!8|s6SGld2kzhKyYa~bPm#)yeT({?cO_sT`~7QVb(u3v>$RB zd|E}BuMq(;WGJbb0#g5pk2l>bAI1|)I$H__-cm|nfYkbt^d#Qh@B2q88oSd7Q%c`? zwPCW*qK~BVdDMS}=|WA@1}F+Fov6_Kvu>#RytACR;X~rEsr+?T2q~$N&OgDm7E_o% z3u~po$ft!CY`q?(ixM?N@R_kmx0(o5nBrS#o(Ei`S1#qDn-1K`2b*3IhBTBq+M>$iG%$=M$0@ zo-diNLxW?j-End?@)Y?aJdO=_F;M#NKQTen2FEG@1>5fhDbPXql!&cLP#sP2mM zB#%Nqu{M2e%Z{te_OhnDZJU9RcYnruo<}~h7p(Ub#6GZ_N^sy> zm3e@5onSGkGabH=e!DI0{}%DZ2&^P$tF5MHnc_f==z7z5@|z_3qO|(lw;W2FHoV^~ z^>}|bgrH!4?erB)cJE&qhBD9Rz_8dkdFT*EmCRU`i?vaTvr<#jm+J8Z z97bMUr!13`hVQBn;AkREd@>*H8OvoRs-m(QuMt)tB!A?oR8w3Q=6wj9ZH@Z~R~azA z|@mRqJ8v4SzJHWdmf+T`CD|PcbHBG@PO@YrOVw>lKG{HGJ*Kg^YBaisE3Of18 zk*bJ0?wv0khlmnlfoAGY3@A#bf{pwG{*C5D+eZivxb3CEizT|b!8l(sz@G-p6(~0M z1y;e?ke$@>^&CEF7`M4E=9~{W>Y?Iq5i=E8-Fi7CClLOEo^;5{|qJ#^aB9?)2^oT&>^vu!IVcMpuyQ@|l7^6*UV?*{oPZ_Y%cw)G!>j$k@f4l=BLdfx54er5&OR!x>(Z5jRi7G@OBq z_!DTXBZg$DqV#8n4E_-ev_*SY1W7@&`7k)~rn204DBFsP^3&<@wfW}KZ!s#kPsp2k zuvtY(V&h6`6ud%_KW4gaYxm<$ONt5RKFv6H?(Mxu8dhVz;X#S7 z5s^c&@HA(kBH6u#P3A%3)J=?vxNgDayDWaPQBelP}0j{iEH zpo6rA)*sIe!&D%;WG?MpqE^}Dn(lOrg$iZA^! zf#1ALJ-r!7ZtBb+^~=WBRg`@jI)15JsI)J*8jRnzL0S8T_M>lH{k@{AGP5%oWSY~H zEyB>aYAp!p%1Ae%QaC8cuPDe;Pm7+g<)04AR+)SJeT5x)DZ?uKr=$;fF}V(fgC9Q! zbGOF?S7$TM5YeR)5z9SGcPXBSf$iA-w*ffL^(9^TP@$lXv;)1u8qRonNkH+BdFf~~ zM&kh#SttiqF-+vd@tZHUj6w-<+@zJTm`7b7%!20(z8!tRlJhQq<%+`98bLVXu zT8$Ay8I2a$AN9SirbG|UGtyExLrw4P4v|=z5AKp+E6~#D)oitjsu}ZQiwS&fXwD;! z3zPOQDu|*{is}y?CRCey9KhCN@B2mj=cQhwKtM`Bl>OMf;L9{64t_}TPc(9r9B_U|*>nXEqI!okY zAJ6w3p~;fZF2AmvQ*_d0X@KcRM1TC5ANKOPgh;7^H(C&Bm6wRSG9<+cTH`#kYoA@u zQn!Q^u{oIPE;R;E2U`pXzEu3-aL-o6nfHf10{qw^a|caCIti1}l$2L4 z%o%E*tj7+E5IUa(dZ&5ALlZiG(vTT>3H{LLt}|f@$ZaM1EpQ_})r{B`*$eW&cVp%{ zrXjl6$H`=AysDWGD8skPE3}fA(EVgN8;4)iL|z`R(+FApilCHjNop4wND~qWJ0N26 zQ)E{efhAtCmp))vDTW=wZ&u=i%JWDa_94^FP^uL(U1)SS6gc zkxl7dv7f0qQwibWn^R+D)Tq%Pp#w}gW^Gpm4F0bu{9MLd8GZAj36W~GMHYHR%+ zd(9+CL)g?V8UcA7~XW_B$^Xq5MN$r5Q>a8bhj(lh^Rfd#6D1|2YNRfFP`dU`V|S(@4{+$~$b z7Qc~UVCu(}XKotjXFSmOh)vi97Km{bQ=h+)Sf|oNy*& z;!^HlHsPozcn<62EAP>BgxgrN{PTcH*z0$XNlO$w|15|UPG;jQ>R&>geu$$FPg{7J zZ^GxtCDbkBF7m34(-L^|tcrrC-#?^-a?*O~$fA&<%vASOtFIdPp|2auHHBFjz`!N8H#jdi5 z<1nu!$_)qd|5fj?HX){L$)V6F^9?GqKp+oNO`EPNm@n%Jc;Cgaqs*yyQiyXmHn zBDD3f9%BhxtG!NjCT}bbyNyW!L)O&JFa56J@Hmw5^dd%vXwCknX@hgp=#glnM#dwq zJqak^O-8_heEf_#X??$T!%0$sG0bWW>%|RB(p&7TnI|zsi+G^4KU0!(c$t)djr{nN zHhQ#?f7w{n!}Yw)iTyBwkq>dDk`|>DC;)~8(ObwbFGj>c_7i}1fdp=SwyU~t$3jIbI z-57t7K9^a~FBzwLP>CF)YRyhBsx2=1Zb@RAsD6@ukC}f%4l}w-cMjz+YH_qkJdtC3 zo!BPeKW!705=YKZxMZ!~uiyO{nlKF_U&Z`O9$kMP%Ix^?Tpo)yWxX|4XQ_k94nurH zpw_Tab8ucAW5RME=Qq#Z7!;RlUq26$jlVtM@!c`U(g(0~U{TrZwe~p?V+c**XS&gE z0yXe5!v^w)w4eZ?Vf6t==6RfnwA#jS$sbcGoWYU148`+CXE>?f46WQ{u>yLN%KyZn zt=nT>5N-*mU*V?aOz3WRPIgpFm<;|dU`6{1jU$iFPIylI@oP1l8KQ;lz@YXujzH6| z(-Ghzek7e4+T&S*n^GO!D?sT9-rsMUq#M-l9l8VuV?EJ8mK)!@awXQ5j z;ev-_I=90mjph>iRNvc~TtWvUx$999h`=r*qScE1==AmVE{Y$DRcBKEA*j6 zZS_C_o>aZ!mSTapY`C3>q8v|iUJZP>ejYVteibFFJ+ZlV?*mPZ8k}8(Ho*)st#?+I z*NBs?IzCtQMnW6 zabb2&(BfOK0@`796B&6lnDm^6Wa9B3LEXR015y?r;#CVNKWnS%u`sXq?y7RytzMZA zZ~obSW6QF^s1yb`F$O8?7&nU|#zv9jFL*m-=ip*eKyN@@iEqN>#N(c^-Ls&Gq(h zpf$$VEMQ_zGgD~+R`V&gVZ|oQ12HpA3v(>~(MU+w#L?vBt$S{&d>JLxev{-`FTJ0m zjHPaMVX3+zP_wo0NxI4kODi`zp@RKfS4X)~={4&HJy~ehi_1=ti-y;`cHlG1(<2fl zPYLE{SI5p+S*K2R$_pb$8j%QetVLFRLgR;2yH&C2m(dG9ff%e24}fGY?Za3bgyg)+7OMlquiYL zQ?3PXoY@d-SnRI_Tbu~G{CMb1-xqXQ_~|*+xE6ddb|`349s6?Gd9p3|XQ|_bnfk#n z^Y^)E?wR0b80N)N{-U?b+Hx(OKE(;0iPs*6HFI?<gV>CPnk zyTX^;4yS6%b|f}GzXZ``IFmYEEG8b{j%MSu-fxA6Znd_e=mILJqUiq*Z8G|>D>#6n zMn~e+rk725d*W3Se%P`m`4eUabJk)U=nYS5DE???|X*05*w)jdwd=tOk*#o z3+ur)%Yp%HW5G66;V4rqz!&q_o>9*^u1UMRbv;7f*nx}3QDMEOQDIq$+mLq%y)5Qd zJp#8os%_?e@d1Lrz~6NBWeoDw%mcd%^XfG#U48;%>NVBj)tgP8ffu8PbleL=>W|}& zSD1gludBCYTp_ng?+^}o9P%Rmc-$uN4D5Rc3+D8&T~|+ez})9=*a`+R>nFWI`<+hsVN=Mz?@8q;6VnjH|@tP74}gl77bMYK#CrX%bt zXpIYBih7F3{ydAY_AN9)2R7L|m=3~CKhfDmG4e}4k4DU-yY3F1cIL}WSo|G1*&%e@ zZhyqSj;h=4Fk$THtJ_6rMR1WkpUbw_YKr42293a?97tAs_Uu{DPmHk~r#nYfx%C9z z7_76TIY;b&v@xtq1&S(-6D;^7TFs-B#=8f|2veoQ9UR2uy9A5_iFNYf-&WYv9>?dZ zE~CfQA1mRr2Wvz)nEaPCxA>$3FA6YkV=@GL%9W`x9hi7*fk*6hFSHh3yW7r>tGKr0 zDqlKrPrNRU=U&&}ZZpX;VD#|6jL5ggpLjVtId;3>9eZI9E_G@-3KdUS%)OrPwh_Cx zp0&D#^>I|YON+P819irD#WgG#H6Ps7^Us}?9@^Er&#~{??j5`PvCi=-xol(GHnP4x ztemyIrL)by{^clp>Eb%NQR58g?Mz$@} z4(>{{tCD9wcCeq=RQz4z!6WDP&*A9h4lK_)wowS9`L3+ z*~b0Ziw0ine}IokEpp?R&%VY6_IJic_OHeI_y33u@1Ljf7p1(m(I5ud(ungA&|KT% zgg_AV(L_VuyKt#}VxrxyVS~4IAvx~b>MFqxcF!XsIFE3%ZJ|8w-`X!B4wjpOAW)Np zDImJcqH zj9v1M&18gCj7fD*uAu~_^xrQ8$f;Aby^4cdHMo^n1Qs^jMiLfKBfJDrX;W^!_29wA zrVjZA%OU-?Y|9iaoCw9~w%i~I@;(a$Wa_aJGG@u8%WoLo0(lodw`QI*IXp3p=PvpT zt4lX@XRHnSo&^c+)1L)6UL}GmH^N2NW-rQ*xLBM$g^(4}o?kg$F*2Z@A-VZM$0+l+ zYU4<+V8|0G&!QZJ_JfBgJC_xuLdr8M+|jrG-27(8(etM@Ec+++~ zj3{d<&j?AQDambo9+6tO&1}dBvUq0H`ph+ZtNo2K@%wY-*CJI8Pp-<`IgVFOElCTD z=d%Xi`Gs4)Z{%wlGY^xd%U@@N#Ph$F9%UD$n>{=0%<0pK#y>T<*Aec1l1>jRUz*^%Mk! zjZSsdLJ6@n(L(t#$1!Apt!~*u3AV=I9nu}%9oTFO5pWj&aIg{BATa;pn6vl@anYiu zTz!;HSY0x+IJ9s2j4S`7U_a~~rs9QC{D&~(y4iksWAIaVy2@WQ`6q4eJ!jkDi`|5c z-cN7R@=wLzLWqhKqD~5>o&RdLx2Z^&HWFW~d+JxsX|-kHijwI8nS zwDo=JPG0A!l04z?w64sPC*9*x%9Xdy@yJ}4^2%HnTjG8F06K0+%;5cLGN;K9R)Gax zE*>@4XWVF`$zZ95psFw@-5oFS%{H@Xvd=A&b4s{Vf=k)EQ{tqwSuekFR=0ZUJNyZU zmbmVnEv=G*XNFZy*E2WLjNdc2IbKCH##G)jH$!gjbBou4i+JaURBv?F4e->9fKlhq z`_01p%_95lq-?AWL%4W0LHpdI0^^FwY_t1_XE9G}4If!0>2Fw*TzN)1{6KoYS(7#Q zIp}YAlUyN3I$}ZVqpa#0`$|bqU0ULqAIGt{+cz_y4!|-HHg!Ijbptc|l+UEcen6dI zyCT4tV75&UZKkZ6yLJBt=QtNy(k!2bHEW)NHGc$+S2hF7AOekO1AS`??O+cbaA&JE zl2={y_nEuWC|9PTMUaun^TGuxAG>!6!VEj3ev`n*9y}v_^K{|pN6gb%4DP^R!2&5xiTjv+cT7sdD`#qyLP?eHQ|!ut#r zMClrX_?ndS^{l{67&TGw?~Qm!^^a+8n%OWK+1Lxe?qCM#aJb>e#cjrY>k-D`GYDF950M*av_`k_^ATKd~#y~_+^hLXWxV4xdUFNM1m z0n&>d?uY`d_pn;ag1ldX^v$$hcuPPyOnl#x-pied_g#2}^N*vsk*v z4RO3GO@Hjuy6xAZhu&r+(NiqG>vILmXiv3Au_yXyu3q~kL3t~5rtX8$$+3&L0CmRA zW(K$!)Ho40b}tVY;4_AIqk?C=^1gokE@6l0UN&mnfXiwfFp5uNkIPyeFiID21IF#l zc0jbBG1L(R(n}uJF-(=z+|O(b<0S)pg51M{GS0}ovU%!nj|RwV>1&Vt?jyJZdV4h$ zlfO6&zN|4CdsZ4TpKZ<|4!~{nz{W}K&&|elz|1*DTD~9>AlXAS&;Yb0WK|!ab?)~=^s~q2M)A3Uut83>7qZ7n9ihKT6WfoZzu6bt5B`qnr~z0F@HI3b zP6ia9G>;9V9}r2%+y}i&*yBX@O+`Z;;p}&xvx9xO1J-cBwzGKGX!hHPGn6JdL)9j= zlB^xc&X7vFHM83_v$5xY-MxD`0?>E~`T!9Ka=_W}8TRj875hCn{p*=B1ort=_Z6m1 zhdR*yBO>94I&?-Ig}6ocL7}5`n)`NSH$h_i@FV=gtZzD%dB||U#elhd>ygG?-y+ZE5586; zLP$~0Qa9q6e^aO|^7iV;%R&d70`x;jGyHd-LjvjxzMI4MJ@or{`ZJ1${~-JujN~Tk zV5tkj`>ZB<$f?O9`yn7bD%NU)RCQo2W3rwx^e4PA>^m$V7bbuJKq0&%LIJ?Q_~Ba* zIUdNnmNp-9ZW3$pJR=sP5WaTkr_2PgZG{v4b8}UtSk9=_9lSldP@8Fbs!WV62%|Jv z*!$LOknUJ|>(sv<0vPY?-vuKAh9$sVXc+=PpKMhu&X%_rFlT*3S0%YIt;N?>JQf#T zMcS#w$pHGJEWIO>LHH;gdg=lN&|yr7K&j3Pw8uF%<30cYgUx*}(5X4!4FCmn@+FfG z!WozY6_^d4b&WIbvRY(8#;6hPxg(+mt0)}^zRfT$q^uB$MM*NjkI1C7NzVKokPCjqF#0qgOcP1fPr-um(8Y)!yBA5lYQ{_abU^g8 z<7#k)O?Ux!Aq9H?W0vX6DAXfWPR1zZ3YksUJPwn3ZP6?@u*1+e=vfB-_okt3KEj=)}P)v zG%+AZQ*Z1JiQzNeErvm-{{I27;a|iex3t-AOJyi!YoA#QlDjWboe;`Q7$Z|i^ZtEp zT%~ZD$Btxo5=n0LQUb%u-pCaXa26;Po;6NAZLst36$l1D{2jsGrSx+|uF$O+N3gIc zn|;Yycx5I*Gh%ia0vyrjC2R}cc6G3prC$lT)DYJ1SA6lhMzUAhDxE`UB_alMO+TY@;5&y(*`|}4 zKKEd}Fq61G_u$J=hhRB`KI4!LNR#3|O<-*#ImMwBB@nS(BD;>Lt%$Me!n+_;*H2=d>Mb{0fRpt?ahOJ9fXURKeYB=q zKOTK%HLsRd*nEaGnPy7A<g$Is!LXe3UqI6D*IR#6s9L4)m&T-u znU*ZoDld^UnZ`K->ff162Ost~hH1%Bc?J*x1?Z`_UeCgnc|pGmP^KYwFvU%#-48n( z;f+pj1>3wk@}P$boTuBrVz$DagKo%$xKk$IN^B-u3=U-vJCRDbgmC$HwzpqZ- zR{_G}OWVK#|9(I%Ck9kw!N?7(a~u$>$g?D5MXR9EhLIDa8=e=$*b1w=qv^v0oqP@e zjyqx16Dn6wt7x<_fkQPo;Ori$j#3k}7O>|yFV>M~naPS)L!<5f5dte?F$AL!wRTgC zX=i{ofS&tmFQ7|wEs$b*xg;IzXa{{ZkB&j7hH^6$zQJcUD96gc)YoH8% zY$j{KYJ)9H{0#yQH-BJ#=eogW2w)JlMnEtD>NlL#h%fOPlUXS>ji)|mB7I==!Ho^C zYg9OL=0a@+vkhPzp8s69F(Z5kaf#MWqaB>!r4Lz)unXyj4LS*#zOW{7@umNK3#hB| z?2jbI6vGFrpHLb9#k<7!Qhdqn<5qZ`qr_1(J8Bn=HVPT=tnc`z*D2^e;9|W1CcrQ< z(H!rmn%^G-M%H>ZMgmIJpx&<tVvAyr_S4PIDuu$LwEfAc_o=XY`FlYG{B5#UEjz&roc2FYa0zAhtp_)42l0+uRCio4ovlIC6!{-LP*q@7_Lbw)JB5heq#sx zHPKly0a-B-o{sShiIG45`M-m8ult{ZLO5XiSqaUYnYP9J2fr$2wKhrRsvpHna!mkv z<*s9RU?TUQo?hkxS< z{M5f^ePoezD-w7qNsGoPnOmHzCJHehXS7)Y3})8-uKGC3X(_AyBgA|j@w^cWsx$bN9}rfX{9xm2qpiU_ z)U4HpsSAbwl5AHq<5}Kv3J-8VFn|HPC$OFXBLMgTK!SV$5+tyd0UG}v2KdECuwL~% z2nzSZ0iz8O*a6fg0qcR+{wNgc76Rv(r6C&PXJjl43NhE0MbrC zZQS?l{hd!Ml8-9iccLz6k0Cz&^H%(Qq8KuKWU7%#OmN)q;{y5RM1OpHqz`gGh@dF(OU}|Il z_^FS5?t8d6QHQSrouo{-=|AxaKxZ%~CWD7shZAw$04DTyQe`IJzlRe&-dF%@qI>7K z?}Q#u7~!2%^a893CIbN&xIf&p1J?7UjX9IRPH;m*b?$eehd#&xLeOUoVUg@6Ol+Sc zbQB-soiMLmW(NYX7XIGPP=J2c^ghrq0>X__k%MhlkeF5qKN`hFQvm+GCc$wQO%Cp9 zA$GxrutvEQVGm$hT<{SWeI#QcK*iodxIfPUxCsVPL(I6316lz?%>8Fxm}yQaY~f`n zbCiOmZy$UzFo($Q1XK!=E}B;A7h|q&hzrtdA{v&iq-SeDNGwusy{7^MbJ-lE5pVK{X6l2I_aosD*D2(g@E%P{6Y9X^9S;IyHYX0 zcqEnxq4CAuQ2#B#IWbq3d4!+}@C{ZxCryb71nUCpaR=`}=)s1wNpdTc>ZFQw%a_tc zEA_^#cz^|@a5u<=JVDfWd1o_VfE5pVm!VI{0D`BBI{&?F78p|Cjv)8+6wkr;tQ5~7 z_D~ao1Fns7JEUmx?LI$>$PW3G-1z}N)sP~itQJZf$(!r3wDHiPYZrTdk^=A9a6&%4IC!)LHZl$Sl9X?;P!&{Wg(^P zZ4fZ53?{%14wU?a1n~q+;WWCiQ~zS7l3*aR8~PkESn_jcn>&n!<@?np1F|tYP;5A0 z8xg7$9^C7ZCO89BFBoK+ItL11F!;X+ZQwL=ufHPPhGXPo1sgk0^+zg&=LcpNWTyis zQtnuuU5sblzV_i_y%)*Ay7VFuSjS!@0c%(5cwlYV{Dpg`qW}}m zECbuVGk|SeMl%j5CYA2PJpd8J0J~_SZ|>=1S!*e4ph$Cz#h6mx{&cxl4w_vVCGIZp?#^qY&s*qDK^-24NAwMh%wz1 zVO+XVXx1SjB~GeZm)&kvK{PSO`Gp}vudiRFsx~*pU1huCT+LeJ+Nh7onC!%~Ea)5! zt*Chts*ktv`b)OEH3a-pC6|jftN2X^HB}=O_9}PpjV#s7I+hA@9K+MR5cbsyg|z1o zyvD1(2me{QF*SJ6=nzvShq2GgSR6<_B8L*(Y5LScE;Q01Z5MJNy7%R~&nX|XFU*0c z^PZg0Yh<;{a=U;4%DIUA)jV5k9Q;)VdH3yltn=?M1zgq9G9>*|Ok9E8J4-YVT-mFNpST}B|B(YwNRCe1@I%*yHP+Qvyn$YA} zK1((YUyz_YbmlqO{OWSV>sVkeQo{ZDn8VB4=vpY3UFUlp!uAfL5W0~(%=b!hw9_%ajSoPAjTu&qJS;~yX2q26mP$0IQ z$1(k7-#s$17I}cRd73o@7e+XdnQ@y@Kd4BE@)mNlqsPA*UH?KByimE8b@A|l)>Fi=dnrBQEyC}|stLibtCq4Lp$;C_m7j}ZEP6dmp%314V<^dW%?H6l z+paaZQi+(FbzrE}qeKDx{MZg=9}Tv3PHO9qjBzQ7UQaKYvOHlY(zx9z;A_GZPL}NB zv&O*0UZ8}or?L6*()q576yy`2yvqv&389#!WIysowkENet_xxiGi^F_NLG2Gb5zQyBUkuBiKB1_Nj%x3ox>9J(D2+}8If3)-Hm-tuUjs?snl>VN~We2t(2-s7SeOWHWm*0S?1jkSUT ztGJbRCN-|YW}O_XFWy~wZPL0WR&mQe&q`cZ)yC|vmWLTWRqxjT+A1Pxu>0_36}#QJ$WoVU`cec%(qDCt9|RN@HsXwO6EvNxhzf?$37+H z+Tj`69VL7+)TnCUrX5!OBudNhYSw~!zj+H{gZInX$*qqcwt12M^lJ9>+e*!d|Hzr& z)ynP2T8OdmjX-EUa7JB@CFTC!1N)1;1ft8i9TN8fL@F|*m0@B8q*@IH8XCu_pladi zS29FGPNl|(CofD8WbsZfDTFEl#(Q#>K*g;og@GFtZ{kD_^$1oW9CDi{Z|S- zP~SGc(C_V%-&oX=xOO2(gr|sE9$9;aXWT^%WH3<0Fs5c{g{=XB=9*;QAF_f110nR( z5=h^ilxLlP^_SG!Tz%x5wDhG&M}Om~6$v&7RMetcnSl@nE5lU8iOSy*O-_W~WW5JeZob)MK-*2BlcJI~%nUHYWCkubfxJWSZ8?k&ZRtpET8+ z3G#emV4^hV32g|`KJDqjGiqzcn8{R-bC#ENo@8ACpARJsu4Ci;WT!ILv?^#HPX<$; zX|ZMpUZ45bQkChkbt(17wQDz2x*Z!kt*LbvlT|}zQl_Jp6PBC1Wmx#=;B(5Sd#rG5 ztka*vbz@0WgHg!HSgmNHV$ju;==8URCWJM9Aj`A@dF}|xltn3JEa)ETAJqlZszk7I*W1M4!6ypTlJ#r)PBPq_1*~ zQR%NnfS3#hPb+KDmY9bK=SRh_b}+vcC3O|d78Y7s-B-Ls1>dywXAyE0FV|y8|K_)< z6OcKRsSpzjoNFW;R-_VqRoso5XcO+`A zRQJ1!12ir>cghYf6Xw%S9r%+9vK1t(uHuHwBghC^PG01em9w!zhRc#Ox?#8oXH{O( zGdChEAfXFAOB~pbPl7GZ!e*|mDT?}p^g6r0K^E5NShPGMg2dcf{QGt)+vkgcvI0iZ zQ*W6d@Y`@p+v`uQpJJ82BzmbxX~I_?&=;ZV=TF;fzGgQ?o6BsR7~?U%FJIa41vqU} zKE4A@IGrNi&RB__A#=+ny$|9o3m#4IDwLHBj7gm>PdF+;Wvzra%uywFsbq`?FU1O) zG@LG`Z{M&MAZQ>$9@jn}MnqBH-Acc*sZPIorc$L`zbz}EJHpcdL!cKxYgJSDz~nny z26j4Ren&yieR1iQ$>{pRQp(+tw1q+j7qR0%tiPL)}N% zaWB6T{jjfQw(F_q=l(?!k+-^p*ZvqTuST)o+*|Bg?8vB;X^Z7tQjZJBAS@zY9 z|76=TzJ($5_1>e3ajCF(>Z8DY5R0+JozMgv00?(0&+jL>auDS7i;ZDCdC$7={ z=dbuHf?B!O=0a`ZSHdJ#J`0)Bq40^nqG?NEe_SROX1Wn8!nhlU75_Sfw91Fb!?OfC zwE3i@BeN`kvvA=WS#hF1?Ttq;HEaL#SGd9ijuS`sBlBy5IauZr`0jojA6yO_oPjb@ zAOtg8-Xem9M#nCurpC8xA4)lL@+%ivG*Yj7{0+_l<7HE8wCLlOvcZX7^C!bm2FvK| zebf*ctKe?(f8x2RJ3iCS+iCc9>C;1VA@5q!@M@oz4nKe1xG!$=c^pj|;NEW>J4Nnv3>H-eYqG6});-&C;D7ZA+RUTamoXsnB+pqy>HQIPW&JkN@9QL-%|`N(Qr$3=Qv=Lvm< zXxb^inW0cyCzf0%-l)x71ea?5xFCCd!Mp_@V-zO6isqkOe@-=B%gS%xdw(oNpF=~^ zL6t!^xdF zDuRHnGXBWO+ArkE_MoDP#ua(5rLpHE>E$}jH}pNJ!fr(0C9Zr8%~6rkT5(HA-qSzM z(XP^^nx`NCK4lvHxdGJxiMPZhRmY2bpEfoSQ?@p*l5#5#O||){6sLR+rI6L-O-NK#z*>YH{9%0 zxk2LY)rer@`P2vB-A?DNjyDCi{nu%p-PZ@Elm|)E;TN;`4k1fD{u`9^1*V(iCN}S* zhEaXDNH$`EQ?$mkipOf#YWZC>wJSL+D9~&jMlt5aQ?fOMW+boQm_XAB|F`TnvZfQ+ z$%}#Zv&_~{*0IWNGI&=21KXNt@-38{?vy+w^56mXl;W${IG^VyD`G{ zX(LtaNnT&%Nq$27i3k`*@h#~#Hre;^JL(8a!?p^Q@y(U;&5j@d4|tPLJV8ph<56`5XXUKIC&+ZeszcaJ=+d zwX{m7vCQ{7orwmc`Y@|udR;30gNWH)K=LoKEA#whXdEDsjc1Q?n;<$fRtl5@R37n$fQZwWko8Khg1W zQhsW_c1OH@upKuVaNAYEBJVK8%X%yFK((G+3$}X-JL$5k59m-6B(*lw;+cWz`>gs^ z{{ERn@m`-#v1t+mxO2>}u;u|aITa{0FZIX?or@TtJD|>nE&wzTrldBasCFWu`GY4x zl}`~`CGzhLa>DBmg@n5e_=MLjE%Bva>JfD`qMEajb>Dar0tspSZFPheeCxVTL+iQ# z93i(I=E3hlb>F#$%SLiXFN9N362=^JPFDn!)Y>s=UXB5XEzJCixZDb0?$}{F8ahCf zhObGTfI?H1!b=yOwkDb>x%8(Jnk@vwVT3evjENxcISkMo0B&zhpowKdgV3ggMIX%C z3<)|{*1TT;kXr#{f37I{8@7a}HJY1b(bP3xR`*hR_fqQNzIW}scZTZhg6izJhKEOT zWgT*WNw>VGeCwXFXb`NRhPxWnl88H8e^FVU||1`??Rm5_Qts_XFe?#K|v71Gpf1=twXhS2*FkPTO z+e5%5h^fjwNZ%}LEBqvDYa!L_G0<`1QtJk>yX72L&mwEf8aTa>X6E7rpv?34Ggba` z_^1ukZrsQHJMwSscTk|#W8uGt-WLDX_HO+bLF$9$+pjDoY)ZUhAV}Fbk%YM0bQO zu^O2FVE!AV!ioNnJD|eIO#an&Ldvhrb6G_BjhIk6z|J|30P#BAefTxhye!>k^^jq9 zS(%Ktv2&%pg9EKBCxG^pNcziaO7WKq+$p;vWe56|xFq4U>mrASg)qi0rm9jK-hzxr z=U<*J?D4D%0}GWxEvM~tIDR=YV1_SobeONpO37>TFc~}^M^vKp>5ve zM?^AVKhn~gv&3tVa7p?jLxpT8-;WRAN$&XixzFi zIMtCi<&&3!Ma)j~pYPZwv;~Xw0^XpJ`|@$!A_x>LnRB5HtHwCgjRkkpFu678?-_;YEp1mDuz%= zFT%u5z}7AkIXi&WC^0&vji%C3WTcZbZF^iB@=`x?7I-0?x}bSkQ|R_Tba`=Fhpa>~t@b@~Vw?sr!ScGVy1j7dh>_fxzun2h+a)ab?cghlv zh=Z?|+$gE}lV%7(PE`rfqQyC!fXRhxZ4Rql4(G9T&RX`-kE4ME`yE26201&oQ4~4x z!@9qaSw?S2vbL%=*sng+YOmlAlB+#iQKxXT3Hj?&k%g!7Ia<07#*R)_j!s#eanq5B z#rWxmgLClwV#g&=^2MEMMn5;X|90;_gUSl%b-#7OtVj{LraJX8>^GpvNYFJQQI|T~ z#+8J}f6&bsIN7Ft`=LKUCC;$$VMm;5 zF?%iemF9Wq{qn0#`UVm(Bw~QPA#iU}o&7Agc4~)vs%BkKeC$|bvA7p`f3P9t{nzm& zp6B~;y;(VoyB;p~G1iGd3+kiUDQ&KRBE}(AZ0%49-2cVXH%E8U1ntJQZT@20wryi$ zW0P!b+jg?CZQIVqwt4g3@4NS$nbT9%RoylH$MiWh&(qaT3{_rq0JjjGXvpq}4vrFD zCOYypv==VMyWqPVc3y>y$hg(U4iLoja5p&_WwHh+5Vrg7Da-Yf>p=8$nK{(zD1pxE zzS>HNRTxOAZE*?9nQ{9?i0)|Q!_2DIM#A=-uhB4Q&v9Hga9jHn#=JC5h6|auwetLR z%|O*-r^N7Oy;5I#D8wI;#kd>zTvHKWVTCfzDsSoOa1d;u?vj_nF1Uu zGaI0`&a#UPLB&Q6r}&n{C|GVN5pTD|Xp|petH`;AcIgt4=4QZtscpB8r7#I}k=ESh zvR;4O7-+Mu&u%*+>%B&O=Q6(L0z%+2;$kWTzBW726>{Z*pyvj+)juoddlC>zKglT8 z9(iP>ZO-xo?8Im@$-l6XtQdXw3w@MaTkE>9lF?Hswvo|R)u&Cu)v2&wUlXeAlNQ6; zOjMUIQd5PH3H)aaW7fdRjKTt2l!lV4MKR>Ebc6{@V6L;Rrp=7OYDJ^R3^GC)W(%w4 zQ4{|GP96oI(;P2K*wMD7nx*9yyv;CQ9Ib``jxG^qk=*^JDTA3H!mY;GKEF^jOOn;& z#;?0@vE;;eZhx8uL!=v5>foX}Y&6~g!qtK7ZOgkz*K~oCJqlT_a{!x3Xz}hwJm-cf z4DC2cEkswFT^b>Z*Y`+0%MUZkjcBEuMIb}>w;%V~ zvp&}6gk=g5R5G$kGL8YQsJozi%0Yq@bXaCVQ{_!xC#u8U@K7}TI_;$oohcs@StMEF zaBrpRJa(pbm9iTvDgznt&^w&mO->=)h`aC}&77G0(;57jRz&@v9DW2~{m`rce79^WEuVx-=f*YfV?^keUqGgq1t(V=R#s3v7FNXi zzGW8GsVZ@JsH#0Kwd@+ItErvlNrAd^vZ^d8$q>Gu+GjZRi7f+xQJhnU8;~cH)aF1z z)RFzPWf$JWmG4b`Lr@#_phIvX`MNRh_^tDI zf+}s)^%cRz)7?FFZp!_2SvR$57r%}ET0GVM`l{aTUe9jAbq#Yf`~2?ms6d z)?x3IdmG!zp<(TRMze>R9UXX`uk_cGu3TuHMlTV_T1b17Oem6BFo&k;8CUJrQpG2EDDs?8 z5q0cKt0LF0EEWt!pw?F+RFV-4ql)#Jf^YK>=uvDUU(XcFAaFEQDR6`=u-Z7!RB1Cg zc4rc!;W??W+E?4-w2n0~T$Mt2U!q2EFU5m(7Z{%$3iXimE3?xIXku5LM!?^|-1cmgW2BmY3T(6tHd9MTtEi1&>?u zl0D87XS2LVxs-X^`y}=6od7fz{>krQd!XEOHV!T@NaypP;>wDuzdi}g<(|w zv{to8VnX{`MCjbK!f*>s`L)%M9Jx{VR>4I_mADh`m($Nlb9+$F?iJB>lua-GZ^v!NxtXGo%(`U`%*RFT-zH(8tBDLilRagxoLGNB{GK^ukjGvP@h0h z02tCQyi!FqVKr?jAdR!KidwbRUqe2o0`hu&`rVkTMyR=STD|(y2c?1To&tnWbwYZb zFA4ouibO{^4ba6nhM;WS4-`d1cBstV80{zw=}k z&D1lXRIZ@lwlk`D{}cnd3bvUFLz3}*9&H6bJ5X_-9s(--GchuqLU9z?vM~E^(|A|^ z{(1vXA`rzH$VhGh3Qe|Fl>m~ovfzxO6EOR@RfV2C?U<-nbxCDom?Gp;n}_ZBq8rdV zDJ0gtafAap-y79lK1`2TSgjSZ*$t^Vz}?10P>yWxq`?b{4&}xb zbkOSHu@-_uM1*&?ckanKw-t=uOLoxU1TxEZqTy!!)0LkGylIC2KJ}e`0a3h_uL@50 z6e`kJd)gzUH_O8d5_K!do-6!5)6wt6=uyZgYq79~i_o}{R-&Ze5u0r!ARA_gLh@!1 z@%C=)w+hKaA@C{^nzLvqTb$O9f-*ff0j}Lo5R;y64uhl( zev?yxqX>QnhIqS1dDb`c=+IsWx$~e1`AxHrM8J)*89#$x4#3z(>ZEZgs}_`#4<&F_ zkPT>z0P#dfM;9~bjz;K~3#I3$?%_@@G?47Gs8pOW!n%Lff?H3-w!A&}c#3SLLp=t@ z(_qm}#m=gKP9uWAz*`_zesjEs?OC@&iWo$9ffNJLB&PV)ur$4a8o@4LE`>%O;y+S& zbJ9%3oj)HTl7de+8Y8H48@FX{3`)ibr_v-O40;2CV2Zay83QvwpqYKVO8=Ee&Bg`j zoTz6k@1V7JKcQ-;xrD}73%d8zeBEtlN74tXsU9g}6ve}6=-ix)+mNy24r*%cjuNC5 zA!^SCsoNAGx-#+S1krs#3TyfWHR#>~P68{!ZTO&%65>+7|5Y^EU+ZO`w%dom3C3ci z2_%)Ig_Uv*&vAo$NN?1NsBA~tRQ0Cgu>&>m9^QLB13M6p4kc1k%x>1tC~0$e4P&q2 zT6TIfSCLVX$Vgk0!T2EgR|v_2ktB$#F9im~bn7lo5-HKY6Aa(e5}krpZM1( zZjJT!!_@qrvVy)kTTYLMs)U#rD2_AJOfw-hTV`X`XQ<2SqBq3beX9Xf&FPl?Q)Ic}ip(Ix_ zDS}XJKk2#`;?Vmc5GB%*T6an7YHE1oKULkhVT8)Y0+;FBnIcrfIw4{hlEe0)l1|FH z*N+Fz;IN->L}0!xoq9T;+A1R(97?k_t140~}Hqly_!jwj9L zI~*fC?nXma5Xl-g{FkG+oeJCa8X>m@jo3{UKx)ESv5e-s&FGJY(R2x)feh%GWr*{ z8eS_Np2qD@)d66qB=~6VI85VNR7}R%^d~Qz>rwTLI{D)l1gb zDApJ)3;oWloPUgpBrWn1j3#N;h7a!7&{@LQ{y6Zhwb;jbqB!{8vB0uA_DUnkq-aWihM*B#h-`*j=u!32q zp*^k{e5SAw3lv1COp`@q#x;oKf@+ik8AZlPQqsg7z#Ln103D^^nEnvj1s6uZUi%yz z{DcWq#gcqI1koS=mClYpsyUA5Bq3H5e1Uok6Nnk)danfWW^MmgMQ?kDekE@A!Dzv% z0-U8f3QRmZw|<8K&LY)i1fEp6RdvwUanXGcOalj0A3nxP*N>V4d=JYzg>3T&I+vTp zG&&}oe5Ywc4bsssF?VR$`-a@45AKwRDH9`5Vr}i%KdkTQE0IaQY*Xa(Mo(nX zDVGso`8m00Wb0{y{Pw9bc!=?(Kg&C_jg$zLbDDLa=ViS*B=+Q_fz)r2vQ$GaO|ei~ zqX;pJw;Kgw9Nz1rsHa8>qDCC_;vAt@WKb}=OR}2&0j$Rn2jO+EV&5IxNcQ1dmyO_q z`fPzxiMGRFZQ4NeHG^e9(K6Qb;wwPTNf9pbPuIlDJGT_A8(Bmws^WD`p)e-YmFHYw zLcdb4AobLGFawZPlD!dUG3xF3D=ga{e4tXFU<;mMk7oF|2f{&|Q)1*TWTvUZR0K;L z#-p%1?w;z!&03646EowxTfB^V&cS-~pT>Hu4l6vKfpr(ViauJ`*Mm1{yq{?_Y&+fk zs9vi5w;=mL?sPAqBM+xQS~hbpir9Bny9P0{^4US3309*$=dLD6C;p;w^}(!mliQ}uj<#5`*6K4rLvHg@h_vC zo>2cT3EtvtZaNmkDhCmk8>#OZ3EUk6&P}5}u;8Elb<|?PVt-^#V0hHza^#=x`KOVF z^?uxrtcZgJ5iosJpaIzJ{N1(LpQ3 z@D1tpO4Rd#iY64_{kwSI?44d_9`jq!)0BVQ;P+sxmbV5$@e1z0!8fD8^*-Zx0P9E& zUJ=`GG>u#Na~7ABkL+b8-PmyT2gK*yS*!7Cu+}9gwgSTUqn7%-P#_1m;YljgLx+-~ z>GGW!lZ{k4{Oc(_lQY7DRDn1-e1;hV`!m8l27((CskG~~ZhLKP6$Cg#J<^U)fvucq zxSGqfQ?6R~`wpIZe`5N>%}0nQ{jWVf8Ha#}zC44^@yPPDnzDL+HzshK+1rVdo}AXz zd%YLt;#ktSS@kg3csrV_`kWD*u$(p)WbQY{n0Fs6X_AM8Ptq*)I^bvOe)hN5GD0(( zbn%3MEyyHA+-E$=14&)M#lVDFD-b#dRH|_D?t8%#$MHW;IHh^S{%rJ~(GxLj^zF;7 zvK`44HGB{_S)0{h)sE$+nnd8)?70(Zbf^oe{>T&B!~p0@Fc|X5QXtl*Y{e@2W?09nq!A-lZP&lBG-H|8bE2y zK`|NzXw5ll)975n*6x~yY|z8273Is5U-*V>{^>8Bpf!Ns$NSMSZTSAfF<$;?ld#~R zHiykNewu9(JBPri9>6bPBbwu$#i;%iZ$v0AXz~+ZQqB>ORJsC?<@9ik-21ro;pSYk zWXgW1D?`pOl)qhpk|l}U{O;L{lG<1kEgyGNF^Ci6ZjPCte7ov4iOwS-Pjp5_Iv*D9Yj`|M#ls?#d^c zuRdD+Y)k;G`Upy~)gB9KE|N5>^lzVD%&Nn&FtKafzNLh8Q{xFS`)t%wQ253@7M=Zq#W4OuPLUEcPmp%n)>RTR0ptkC z=p^G2^UdiH9`8_wy1>mo5zk8UghzEnqh0WMC@(yqw^5CM%b@D=FiE<4Hy`ULFVX8Y zH8j6jom4br0j;WBT?286+>wN?aCBw`Ys*-rCKl>E0*-;3BGW*1clRQ^XrotaW1;P? zLA=3|=+y`9H7TeP644Ul$BM-;@;D=6=m_k53Bxa4l#CNP4168yu-e+29@9BJfbCd# z-`$=)c+kqZfZ+fOS0c24FrYbI;+Cqhl$_~eny0A=d*FrmmH80zF$tKfbHKgfesrhP z&BeSDS7##Aoje`2b$Cps%K)(rZ6dPeLc^8RNoi5lxf;mxF^F!;XDbUPgdC5I7ssx> zTg8Ej14k{FwQdw@euG^cqf?~R$&;@EKl^LykC0HN&839^;2E^aTGGpN>u7w5NTHHl zlo6`yN7tr=eHs^1Dn-|BFGmMx)C<>9@|e-i;M1saRR}|Xo8E;QI|U%1-77vUF!WMI zEA`&_Y(|L-yc%1}yCG?Mp`Fgv+tWAoASd22@#5shDZq?dyP@EmId%&~yeC>^TFkRI z71R0f>-j&N56&1!OJuq_f9?G`J6emhm3fi$jjW+|j`uwbp5Bo#xcKwn(z2k|f+7k>~aZq<}kOJ;B%uz1Bhg+nG(^2k3cx}&EpPtxzQaj`J*gT6 z>1~SLF|ZO^8@-8*|FJ0VhZ2BJf;G{&aMX(I=Pc$}gl)WJx@Rz+;+jT~cMU9*1;3nY zi2+uFcQM8aKELbLrUp8gFMPLh~fZRd+lo5>?TD_@1T* zOh)OcyTqLR(rynjo-(Tt3OL(7_@q8ZsTN9_9Zvf<>fi#sCr5#W;n@>$K{{WY7BE1C zmp-03dz+sPRmZ^&14Pl6PY{6pqQ znu|ntP>~6Tb1MT>&X6z$)XSwK!f|bsf-eN-bbTbCe_kS5(TLOco1_}l%fd>4O(*I# zUHDKnPD>%9Age#bPcUfJrE#OJG@{GMak-#`J0d7M1i~J5A^Q0@%q+#iP#oh|i|*~FBQR=Z zsPCQIhH0+aoWiE$yR9dP_n!*lwNj9nD;>E>y=@JP48Rd>T#%Kna9FA* z?M;y+fXsk0LgI(QVlaX)s4gnHsPfiFBT6`NC;1_#lrKa?J|R$OL^KdhD+XPsir>9& zPy-<7tss?%sLfx|??l|2$HSWoW)zAegCi!uAns9$j%Atg?}T{COU-X{)4*sV_yrCt zLGn1{uaUqq-Y)iJ)E{tp=$_bFXh;;g65c}l@PK6K+!t`L1sg$|Zv@33ZkZZYW~cjF zi%2u*noow*A7XVZ_i>sMNDwoBC$dt+?(3cG&A$4BpaNx)@tD`L*8&Mv6}T=XEUOV7 z6frC`ppq22=&>)>ixD6v<`MEyYLBl(`aLC}<6}ekPen$cu~&l1U)0tum@kwXDrXI$ z{|bY+Rl;B(G`e+)W3XKx8d5wliYHY<%4dn`tZ}vMku5aq%C6w)t3^ruN!D*O4}vTt zhIQ-7&xo?8nJX^nEu4&EYUj>Phq7U>79iuW$Q6E~jS2S+TzX41S~fv%h8z^MtI8p9 zq8DwapoI_Oi2hVbw1Uct5CPYv0TeKijdrzk$?Y2BsTIJ?wM@_oPZQ0- zV@y7&iOj?l;3sj5I3v@@8f+m(T0MQZyWoV>b{LnFbczQ$r$*fFfOv?AClQ>w=|q+9 zp<$RJ5}qnT-GV3T@{a%jEjH12$94FtuLy_o^5h%}wTyw-Pe|g=IsSpcBC=LLxS2QD zE2dREg`4yj0(g@D2Y6zS;T@*!ox6waHrS_tNt3EpZu{he!LsuV@_i`5%_bYRfaBit zAM4D!F5Z;D$w>Gufg)XyO|4(bzN4F!QV-R+qQ+AvnMsnbQu(*3u@@vdFOGeSLd?=_ zZ$H!Qws=e`z(|&>vh4d%l00pe@RD*alnhKX19dp5@B{L^(UVbqC`EzeOL$2V5@L|z zPS_8X;ynOf#(p-Hmewz$i_g^x@;)D^p|N;8j&AC|X|F^Atc?|mmoX-!NtT`^l{2{? z!YY~!yk8Pk8ct(Ha%HXGIgd*U$19#x6fEBd#_g!>d)yGFMKz?2ZkOzb1}enuQF2Jp z<-!$Q8|z~^De847YJ;vyO;db*g@XxSf?zn zYLcnANauKAupx=iYMa<8k^wje?8WE_TXS|+_90kdXYaR)C<9R08fNju1)-E$MUQgp z?T|_b<1(<1LZ*1bTgJJ8zIpL*JHgpD zx&Ml(r-*FXz8nj(xg+T10+oLDB+>v^F~R0OGYRUCh(%F!BeLdv>qeYfzNvkKFp7g= zQR|HJ0Zg0xKo3C_-OXF^HI`1nj=DUQ+;yP?Q0+gSHTxzqDiObh3bP88l+%?M<21|o zm%jODo6a;oRRlgx$-IgZB~=BG!-=DDKm*GT9CS72x~#s;XRW%-~z;ABf6owR` zcy7wMsUptOg{{ACN)!Dh7JCN(Z{-S<@fGFT?@E`Y{Mn1!p_u#HL_XT0@fDv~KHA=# z;WtWn`6C$-1oGA|B!7kQR<8DC|EUNs2@EkT3LH|-`8?PX>Xi(BTMDL1E+O_xL1Zn; zLjp{3GyLsm!3jl0@y3s0ZEQ7#b0f^tA6NOb6k?)!ecqpf#VEeN5bln-Ya!yzc|Rx7 z0_$sL%+E{x3`Q#dVz-~=4povH7)WAf3w5!AjVz$@@)_}GaW4u9#e|RKqf1UU^$Kg& zg0UB@o7@sA6ip{Lzz0bE#LVX4|I7pj;r} zv*$xx7d93~#bB!=V3sVvZX|(N!SCzX!TaZ^*vEYFN->$Xge-4S=EOHZ|8m<9qdsiJ zd8#Ch5-q>9r?*mnAKKP+wU+3j8M>tbNYqS-;Rb2Z*GS%}C?9Wwk5$kujBUqB;g@8* z3skE0<+oOwMK_36?K;jjMg(h+HMMJWcU1O3cR>^^nNa(SCg0AOlpJj*nqX3Pjw}r5I>RoZG#bBQ(w%k7!b)X%w91HM)}90<*$y4G-Q-@= z{#cWoNnG2r19Tr+xtI+Z5XvWjL^}f^Z6NN!zFx6P45wYv*oI zrK+8wIiRdtK}boabm$_)!<0tVB)A1MrJ$|8T$x5Tv=50JQ#H8ZSLu~@m8dDj&ozdr zamC2qqbfU2Lvxd95Jz%-0f&(LjIv8sFjJ@zJI+_VnVDOfvFD*v|I!>8r#CX=k-izv zDa40l;JK>=L`}+LHuVSxwVuM|B|#XN#~ldI(#Pcy2i84kEbyz%Ai( z3#?7&%lu-SlUKI>YWi2&hZz9Y|lb5!W!;jEQjoLECsq7`D& zM7VW1K|VEKlWq($^&L{&$!TlKu_9=~rwcRSz+_KQJpi*K(vwSPB~FemXU7p5w?A;7 z&X*Q&<5gIZPdA+;SS3s)Nf}zs{}WNgnC4M*w>6fP8v(f6Bl{5ZvbAeROmD>mGHB50 zbdB?okp5AH((0v;i+WL|yj=q@x>- z;y_oS74^841U2SI2U@JF8w;2MJSKCE{~JhJFr7Khj`lE+6#qf7i<^+G5a1`+)-~=O z*qQ#N{n@SJXt;TL&rHt+>x^b+V#zoVVp)uI>MShk5NU7}k@+w@zfN~8dGQB|*&}Pe zsIp9Dq()}o6UC>=1l66#_UqG~y$n6DIrACug5HelmiPOVxkZk2W2dqzB&G0c(-o&D zgC0H>J!B4gCoanbuSD5b3|*n=o>6kZa1D!@f9+@*8nwsT;?Gf__$8V8H%<92T(GzK zC=wiwjf<+mS4HNmc)aJX6FX7>@etQWewd$yr8Pbm<3!qu9$|PJloXCeg)`R_(JLn> znn#7fn4NSl>^aI7QJ_AEWGzpp%hu<|osARL{-gRug|DrHe9nc`@Rhas){$d$D4D6z z!Pof5Gk!gSo_;}bBTeM&&y#l1?*KXsOTvSUdS=wSDkg{qdkQ11X?fETk4riLY7#0! zBXDswYtvSF0liYP@r<6PRdyNx66F9B(Tl6Mf62mZzf7TsLLvt zN?Rf-C!;lqg6n2eamV}1f$TM@v-a8q&)0lfOxv-yYN0k$nQ{SM|~F~5cLLJ;i36>`dAo( z^4!4uybMpSNGFw?;4y}Ve>xBWrfQ-pDJmMCD10{jH)+%CDkf;yOKwep#BF>huYQH!MTudYuld0Nk zUX_&Qf6>!XRq)3DZuqz%SBsIlSP4`jG+QZ#;Ksi>+nELqBS+t&))p;LD4i9R;2A;# z0h;|7O7xQRM%1hXpILiw#d$Pf_N-=sdLFc;u=w3)46=2&I!z8$=+iY-dTnC9P!QAv zjvMDvx7@nBIb5839!L?bLw2<%rT8p$mJGJ=zKQ~TUzc&HI6$#wkD^5}zSB_W4vZl0 z@4?&4(jaa~FrcEGZos0kdTrDGt)iVbmc3f$4*gpCxl$3>oHCsvqrF!9 zlD`xAMw;ToTP}iR%ldiRtcl+@>Y(H+;D~@jyM~@9 ztQv%l{xJVhXS$rTpx_4v+MSjX3G4o|3wF0BB9K1?52+;iGz?N2X$1yC{0sM;h8o2G zHOEM4@;eHp*NWq1G5)rH9bX#gT%Nl?`ZtLR2%fSTYFlLGc+*%nNw91e$FUP`w(7k8 ziG#e$ct>ZZ&f;fSO1@vKnlrq|7k}_a^vW8T&&0&7d)sehhW!85pJ9-}m*EE{!+;;@JMxT>`y5=Hdt&7}pG&3`L z^@jY`xiub3`P`zz1R;cUa*@nTmq%m8^YAodmmRm^J6Lb-$4Q^*XxT>DSmtDBOpJ_g zi`6`OnRth1Q-HzoE92u}BiRRX&D|D|hH#$-%i&)=zH!L+k%BUJ{SBqhNom4d!$E_Wf&( z!!aq`9hFgfZYsU8&JQ6ubkBElw zDa-R89{&8>6)ePc#|ywF9yxeKc9PxZ6z2DI zhO%lzp4SYBgFw1-)}cJGWZ%c^u($v*7a3pPFfyrs%(8KY_m1o&qP(r1EU07;fQUAQ=W_)VlV`BH9VSEbxg=Ru%z%=~E67}eAQsu`LwZy}y4mnJ4*}H1+G`QMZ z-MdOytrX?sG=z0N!MMBnY9p8!K@JNWUSR&jqQS?s>`uez zb_Gv5Qh_~Ov4vGhAIj7NYEouZ9P4g)QR8h~<@OURq&*gw`WU17>9D35S5z`LV+ili zo8M2MGJH%JTQE_dU%28i!Pvw7c2U6-Mpdi+OhxsJJ*)n8_D_SFk3Ru?;0&$8wp62; z2!+(;;hOY0VLAV#3^xM5iV>pd9tJfJe{5)e79>~u7U!NN>U9h2K6M~%%b%%Umw(y6 z?llJs_PYJg%$iNGEmn4uLG6OI@L1;=m?#O@N_XlSl zKoc=^!5Xx!>f!4QdK=%z&kx_==U+Xzx8I-R?cdk%N8dbO+&ABRbywfsKCj>Mf8W3L z4ZeD2c6xoCEq!`CS>C7Ap1wcN;4e5JSDrID8g_KezIXgO{kJB5xCw`@2jAXz5CtS> z=Ss*N`*PYpeJUJC=yN>;=#DJgML(`S|9-mPmJ3PjLTLWhe_yZI5djLC|9>~1C#Vwg zoR{k0)M(w0HJ|H`xb#>SmKkqSdGY<;|AUHG{m)rEruu)KNpxc)TCusB$G>`1ICksc zm-(7G_UrUazIq-}|NNQ)eK|iT=;cU*ygAl~B2EF?-z#Z3sG_4BYJMi`xTCES`D62od}`>{^(#=3Pp1OEr-g<6 zyvNgn(h1Ok4sEB1UQ(n`vm=>O#Uypc@nue5E^Zn^gUY_*_=AX~hp6l6=Y)~e7 zo8C$qPJ__VK;93e2c|dGv6mZ#NR+VJjQDa_?XCL?_R!IePr3_*tN`o3d(kM82F(A^ z^SmGo`~bXB(T-(Ryj&^grwl~uocmC=i2C^fRdA4r2efm6MB|G-9EsE-2ExGU0S0Ef3% zB~aS{VegfLq(jON{jjP6cV@ymZC*#wm8&v(NY(tI*WD*5X7;_u>s0lFNr60$qNBN9Y(hZ@vt<8>6>u}LW#h#K?`-Eb%mDu?Ru zs)S{@v=b_U3Key)pMOQnS0_j_v_BW?;nN^EFSY;omL}Y0iQ6*@sf+fySo+kp-_ADS zr+k>PFQovJ#i`NfB;`@n$^G?U#_>3gwh*i8i?VomPndcKz&3uHteW%&trpKq>Rgj#sCCq8Wm*JlN zjqN~e+T(ZGup9!0aTKcPYzK*Lt1iOB-;lJLIK_^b7Bgs{;1I5!Pl}AGsDQcBcgwi* z&oIFTri^lE@P^{ZLw6yKzu1A|OpR=xT-F(9bKRymFbSB5CBW3>J8Dg9ta+d*cb}vx zuX$)GxbDK;xt1*JaHnLWUyvSP8G76MYRq!w&7(_DM240@F9$w~`|J%B#S`08_SD$> znzIMLHLnmzUbVhQeK(P?y^1gXVn-2kM7~Q3n^6*z))4q>=S?OR_m{uTy!~yksPbAv zEZL#mtF-vybDfVf@kM(oEdjNgV2F-0{jz60$3v6+fh~Tu73Vs>pMZ^2X`GxoZ)i22 zP0d)D0htDPfF&5U%gQ3O{I0KmV?f)n&w|hCE2f#EXwS(F#_TSkzbj@8HI^i6S91NU zmYzSzn5aVnMIsWhvfs`klvmX6hkpfUIU}h&yVRu$f!K6Dlry^&s<^kGNB{MU&io4< z#=?+q?&Mhn4zsbrdoYw6ZV)vhLc3h}p-X6GM44pAV z_gA-Ku*Pqck+CH1J9^7OfF}ud5EqZivYrpEeWj%mJzCx52Y?U)KDK>!; zzTXE$`QJm#xV$5Xc7uDFDIun29SM#hdLJW39Y0rv9bT2g})woPGwSXR^3{5h9#YyLHqO-5H^mal|^L`?HoFk z;&d~lJ~6-C118#GE?hGtwrcsAvYr>l*DEXKE&li5 z{#jwBrQtKNC!Fev-&9XYz}bxH)Ry17l!EvLkB3mv59e@FL45gx4I?%?zg2&LwLc~i z2s56w$ni!9UN*S-{psjXve0*4_mDXC-dzj1?}6(VeY?cbTW|%82e1Nc1#x%ylPbz2QY< zCAPnPeFZ87;^df)$z^1ypH=Bn9sO`!SUz{3vo$dtWpK->%?_fCdvd%BBTNe>#p=Ah zgn2IM%F4Oec0;7Jiu*fJF}CT;z}au9ALISHEG&lhUb@ha}IhBF|UfMMs?UxZ{)S9~4-uLT0K$bEF~R zJkX$&&=855u|nuFL}4>=h_q-;XS%g(-XivdHhs9d;nJpWq{oIGl4X>1?-Rn`bNVto z9+$&{`W=$yA#k+pqSWUM5Vry`ohp*xk$P6NPDk;os_f>2`I@IEWt}=XUTm@p!~U|K ztGnSe7fBnIqMDkINxW3jIf<|6Hqy(;$U2H*Xixo<*EPT9veuWJIG95BkCb63hwmU> zXwh+KPv|h-j}hl(uor*Pq&>6$01Kh#Kb6}F4TQup;$Y$11rV*Xsuw=T%Gijd61|c# z+CUm@i6Ubb8T`OwF{TP9E+rZ(1Wo>G>E*7;3=Di=G65M4v%f#u*i4f>*2Mn)EP2ac zx^0!5hpDZS9KLP@qp_RwYtLL!b@^wfu3p&F3hye-lPn*_P809iH+z;9$Ft7Z!_gR( zP$lhci9MZ+owN2p?@OMUV>p}0UM*cD!;*6+I87>S@HRdLto!1>?+&K!9)qzN43Y3K zS7s>|pCM0?Nzb-*S}znVZ|#)vr!5vhGo5+prDWPcuU@d_2nx_i?vfVT;g& zZn@9v8$K(;T`>O$!^KRhtk`|0pU_A>i&=wgL&Fh;sN$J3V3$1JKU)WGe$nk+-T&;G z!WH3ZNY8J_1N^d$f8@+xcT$a7|5aWA5YymrWD&C~+FXLVJcnK1k}GDGN`R$jpk|aL zNG)$Mz4*zOV(UFp&o@YxkgNW-skLfE@Z=sVptDB^^tCn19FW%yV#M9ZwzM5D9H@&v zr-@FpW+otr8B62j!NYXynh*Qc+AZ7f5ZNh<1Hp)G;@r?R6m}wW+Be%T!WQ|~6Y6fW zVT9p0c?yJeY}mMwm?V*4NEwd_gSn!G30%|18&(<=vWQ*~%}YV!mpgb%Y9&ZX~2IfqL7)sl|`Mn|W@W*s8SN>YpfrQ&Xm zFdTCkuIKzhg=%4DjA}(;tk>6G6THyYCGhWvGPm)pJEx8`SwFO+X_t>#80JDUvA!(B z{u|(y&=zUdhT@$R-uK*LfR->RCHK)h!C_OGc;iIaXVB`l6=e<~6;bGBxrpz)Ofi_- zLoJ{C?1p1x@=+R@Qe{vUB}$|P?y)KnqSyP9JM3kEsT91+yieZd^2!wB0)Q2|sO0f!%Pa%Uks6g;hussH@jpWFPKGY(0 zNDaD;LgTrTHgO5(0136`I`79;GVExA=3bI$eX2zQi>>+M`MA33@zo-j!yg(W6L07% zR2(pHm4tYx6wDivZ20Qi7Y%@jD*?*K5|dzx&}Vv{?elK#xawrXzV0_0Tv*JU>Yk8o zFIZeb25FKEk2rpNl_UM#$v@&HISGFWHjf&u<-mu6HL#^5#Xuer4S0Sw*P%Df1YYC~ zoT0cn0bi2A?Xk%29%t^s3ODyqLNu|(7lHnnd#_zhNIH$I# zPSB%P!N{=ICq-%>gK{7B2hghOXK2u`DT1#has}jxJroA1loxd z|dD2x8%q_r0K;AX*5YLUn>}nPp$} zPOA+3TOR}5eB+_sLf%iZbXJKU z^h7i%4V)qK&KM|uC+S`&Dp?qJL+qS*ks(xQvlTviR|{|al0mYllqX_HKpSM?+txvN z8fQ1*pn%C-P;c;)=Hr9;ig@XP_TSMQL}kMWPCB>uA}{y6ZxRgmyaOVK<`O1nYRK7; zp$9$H%J_#c@8{6h=0k3j$6F~$27lf|#?kjAVCs8Kpk3`AlBG~;lH-BJAPW@speA=X z*5vpY4zY8Z$AIk`%#6_P`f#jV#LTNL{;h%d2q6@bAFJzI{pA+#M1!yqUa zq$MU6WziIZG7-GuE1@A1-t8YfYR4{ep}S;uKF+meyWo>Mxm&zvFUNFyRUVhi1rmYD z+1ge9pdprBD9Zkz7y)q-ud;E(?DNE&-*&>+S`6$F`hyDDj2?F{LY-)#93!-LJ#Zvv z`LWmjmF|AV`>MPW@uOowy~@KiS4_p9n-|0CRT1`EUvT*X4faPQIdBg=T(A7iqaplw z^p&?-=d?8>*v1ztKiKo+13LQP^;Jk6$Fl0x1&n-++G#449#s_CQ40>1)b?7f$9w+k zq)gI-i2#dcD&q}>8QDq_k&5u>>dJtV22u|Tnx6F_C^}a=$^>S&9J)hMg-~9xPS_NT zmHJWmw!lVh2qK4AsvKr}vtO!$`0BB@ZbU;3eik6qqk=LL1WgOl)@aJepUQdGb1geK zsmN1(gIeskt`fUF$5l$R z-I|8PbtV`C_WF-p!bYSxX~Afr>A};<(l}!2n+fBGor`;l@kM-0Az2!Dp+6^qz)KlX z3o>8>#=Zh9PZQI&QYpt=o~rT!_YjTrAh>=NC)RaWF%dO`SEl8z%kw2j=v$ALxZ+C^ z)~S+{KYYxTQsi>O#;l=eMiXx}&+C2s5WiMHO*c(fH9Vkx6_$ag@@q z2dM-WB`I4k?Y(fE2lf^|UEkGG(ug$UQpfm4b~yU#PDJ%Dr1%CW5|BhKY0(w1_k>`t zv&t?EYhZRZk15b?F$4R29JxBlS%wnWrcHGuUZ1^6=X4{Cl7of1^)SDmBX0E2R=sYZ z<^*ujbBhg$)m$Y14*-}zXTNH}W<$cOfXf4kr~BDab&9NKm(zOiB-$=n9J_TgB8%+4 z#DRKrh)hPH52_GPhS>;rJ|Ye8vOW-(a~?cvLY|U5-UKF8_y?VXt>}wohN}wn1qQ~e z8p2Od6p+mh8z<96toI;fVgydtlN7=?!jL=_wMXks$kW3{L^=j#X~U#?886qlVI@`h zoz|&gRn%9knYakfrCjAizd4jR)1e3ozCmMbR#z4Q6S@rDv@tASkk>_XoujKUbwQuF z6cD>?TgKpWbXZ9vm?%dFEq$2>$~q#PSrm3`(Y{Aa$fwPo^i+FKs`zvBW%qVS7&-X# zA7^q<7&!jI@{l@|gVd8>TLP&In+&8}hD;t}`suIT6qIOK z@HkT_7S=lL6+PZ7dg)f#Q>C4uop)@>+?Z#Vj(L0;8jJiLAED>~=ItL%9F;t=pDd9}BeTX?-zHCnOCedC)%XpE zWbr=3OQRtK#lDmgo)G;97@WI z`9vJYR!>~BfC(gmqwYu+CPKNnID+Ui@6sZU;cKE$*O(LIFvqY>_(Gmz*g1}2GsghG zFinCjT@3uTFMyN?c?h&Xv%FZa2a7)Qu8g<47=UY_3W02T^LsdgY42e+eTHWn<09#Q#vj~v6@M+YDW$su zasmStjKE(COw=QVUStwUZjlQV?8w_P3h6h|LH(`7Zo7TRIavqe;&4@)gsyR)B49uI zmF+R-IvTf(6l=7-;$)a6*E)isC1vF~wI{II)C6diIdp)MytM80@{ly-nUpeQ3nsV{ zxgcQ2;BaVpFb+t;I|T8BC`naR!H?ZD`uk#k5>ha{ zufl0~1qy7f7c(%NbKC}O$Q-)2%QgoZ86PuZxa1*rWf#X0XJ)Gxk&Ny_s zdMm*yr8Sxko)#`eOxwhWgc7-6YLQm(1z&YNeW6Ko4>7h@I_IOD344}f`m=)q$W^i&`72St%}1@?;c+S$Xo z1PN-nM-|b__UmR0Jk%qH;HywNB9f3*^CAln{b_EsI;&pLQ$DNR;%3w%X{(zQ#`RmVPH7-~!Rn(`-t>`x-F>Z_PM&?k|u)pNv3sy`2 zBY!-910Qc|!KH(RICr6XVW!{bQ6~W? z^F2w42MukSB2%5XL?XaXT*wpJeJW6ofNnRis3M&ujwD^w~|V33<9q_uE?&^6Vy9*C*uDcyD2>mAGb% zrRd*o07MjFZmhkei(BNv*ra`BlPaBX@u#u%O9TwqBcJPk{SmXWErelmALIMN9=(VH0 z=!x6oP?h+2RWKbE4D`)PE~rpNs;oR!iT;mrioR22=JQM~qCGg#9^C12tjr5BxXJm~ z4Db2AHoOaYcrWyIz&EP z#4e99UKhr?h5+jm_1u(;V{s%214lO{CB}X@9eQ*|kq#b$e(=QtvQ|YC@=_nK$@xBp zX^QGD-y9v@}s zJUYtIIyTCv#_;qxT9p_fsqK9|sD!4IqY{A9(8vv}MdTtS06aR{N(SOmM(m6W!u`{u z?0G#zXYIh!N1-7pH~MFB12DiM(IPG&IaN_#xE?Id8d#h$usEHE#lmZX1+5f7<3>0W zS@p*F`pOt~ozdUlhS&Q@9F3(%J$c9rV^@8ffaku`y3*GLI$Ay#M>(hrGUm)^%S|D8 zb`;?Igj@;uB9hS81K)xH-z5XS`OzHLnEjI#GaM!*u$dbnr6~jxDQ4>(Y@B9%cw-w9 zmvWF;AV_rc`0GQW3P_yTNI2>1hQvbORbL+4$dEX?ks)zpV-6B0Z#g8aYeC`392Aaj zY(wGL#+5^%0w|oj9u!U+C_HVTaB3s$*M~{R$)IuWW}tDSi;AEjv`uH4lVqeV$vW4| zvpM)YorBNmPWTL813trf_=F^pt_Poaz-4$sUNrET+sG%nhE%;Nx7GMm7}>h^(kTs( zBqV$<&Ox%+(q18G%0`V2gOS!sM~CQXKu@>Wr^-{WeC>&gUwibQo*RCI^|GlieD0}# z|J~pG?0{O$EFsZkGovLL?}ZrB#pjXL<80adT13R@sWL;L zS#w!s8k~^NmRVR{D6{Y+oejctjCCNOGOld4^s)L(;^EA*Znlu9ST{Ln(Z^Xl`|@9W{`AR1kKoBdb?RGR{H;%) zdFtDr{oEnK4Eq7!i$F_kqp!FR#bmI1k6v_Pc&fn?Gzv>R)T%NchgD@h3yZK18c0Or zXyBjG?$JdFowu*2qg%nq$cDK=)o>ZvMZuC@i=0Q%`2rcA$P~0;T8+{xoNojN7Sw3; zf9;&6qdaPZ8aXfx2UJ;Kp*i{biaV3|>=9)<_j?l#*~`uUBE9Qj=S<+;!4_7E=rKov z>FiidxzQKiajg!NhlDPRu+Ib&a)GWCuyeVTf=DlvTG6kMp^r;d?sC4GkVRNzNA5Xb z!}f6ib3$IKDo;QA^f#a{RFy~i0v`R}o4H|bbV4pv=^m?T!Sok>PEoE7)2wTb&k;sgMaZpfKmHSC*NI~%GF7AkU zs1>~sDNmnrG26vzs%3b}LjY3ss&AigRZaDw)u-L0%o{*YpKx)Oj>zY6mmzb~^;H>5 z;6sS|_Yl5+xx%Kag-SNr#R@|})o`t}q6-`F@#PYoT=AN6p_HCF>4b#9Y|gqEy{8vT zIY_t@@{G$6In9}4XeI8bxs*A_)5j|<4)UTIq(FMyP0BEk($Fc;3wE+}YP_W_!(a3Z}J-yS`kB16+?*k?}%b zDFOOdDs4&O=_6%4J5p`)nzA8MZ;M>4Ofuoh33;N-*gbBp$LOj8K4*dx9z=Gq^y0^( zWpXo_gCS+Y%W1bYAs;ViIC`wC43?s^gFJY~2xDyV-M%5%6L&Cy^3&`gr7@W=%RY}`7af|vl=ZzQ6w24nT6D7U$)~@;rcr*Bj%1E*p-{Z=KEqX9!&UrV zMDO@&RBh1btTw4XTIIwi$FQ1@Ra?>DzBBgOD{L8A!Q9z3UL}{kN>%bIRY~Ugpii8W zP0H-sVpzIN3;L8dvNT;}-!=SBd#XWmar&p9{oQ#ZAjda0e5b2Rw0 zmMp{4U9(yM^;6=ZR-5})5Q$vsWQ~WT90)-7kB7PN|=sB!*8r z9>ZO;(07Upi@qGwT0&D9AfscOfLT`s`svSq!#H>e^wF0&2heNm3J|G43XQ7@I}j>t zz^{-%q(m|pMRei)JdoLYKty%pO}Ny@_R=2eE&LgXXe;XDW7kn@kBqTd>+l$>wX}67wG!vRR$JYS|~p2)vZ{pu{O_ zXzpGId=qkHWE;$zgz<74D#71RePVWYb{oO`y3qD+2->cJb}t(@a?us_+!!>VYeM^6 z7qqJkC7NmVI?!e~pUc77&%xO>aE6CqtZj`eB1=H@1@{IF^h_$)1$o9eX*f9>Cr#rE zW2)b1x_d*i^Bwl%KJo?lG!^24{lo?J9AxzwpyKSGE-^~IbwXZdOfTeYQfKIXQ_h}+ zeN3s-RCkV0Gpjn#er407eHLb1+LYZ*n@WQEJfKb+xsAq}*>8+_sU7NUW<<{{bt$C! zdqJv{TB-v!r9N9ud`2l9G$Tm@nF8+^+2@P_{b{qJx((@ps>Cjx;RronTiVhW{`7ff zwfa-fK5yweqhH#w#9mIWBx^#REiXoRn|MrDHZ5VbB>v;(k3`!b`x`aW)lJ^0y;?2l;<|V%i@EoLJo~12Thdu{w{m1 z=*S*!=9P^}C2i*7Ml@3~&CG9%LpAJE5)ER1euj@DWAOVn<>4_``TjH+SeOL@GLdrI z2Ac=*&qMg<0sQkJ8VkFPXbW4WW5dF@pHffHrM@Mk2WJtM?4`cR_Cm~D2jpZB2K!+) z(A2xJIOZzPSD~s#KNp$R8eYRN9HzYiBiA+v&nmXkykhWj#o*;Jl|(5(U)h8Jr^o*`0VSA30Zq{E z^@7+n_bT850bW)t-bI;+L`e)Qz)6%~>YByF-1$Av+kN^-N46&!sNLF{#Ol-C??=Dy z^FH4nQp&w@B>Dq0v&)g=08Lx8W+_PZgy=;>_igZe2%{Mqqm?^QtB7MMd8xFoLR+I~ zN244pu9nAv0*o9WHb)2`h?af5D$6-Wcx@BXjUIYJVE?m5DayGjlwWj_q2vFI=5J8Z*lR#EvDLA+!}sh zi}m5Q7S|r!;%a+~OAl(nu+Rj?%`PUbG`js}Hql0Zd5~QqqQ5*C_A+(a_|HXJwbk}( z@=uDtX4-zuWxoIp`XqcS-~d(v3S2YDxlluQxE(@vS)_Y=@)iUqW&ut#1F&1un|s;@ zduTYxTRb$JgKJ!x$f;2=0 zIYmJo?e1N&L}POB69>kS^4ZtEN5e7M%lo%^ zxLBI)L`uZOW8INOx+C%sX4l{#7R(Jzdi-|^0S>X)1)CqG|4dS@rF!#sLgn4$DVkkW-!5cx@y`hxHDN} z;*!Z9Fk{Lpb6IOrfdq~0bU62|e!gC1xd2$>lHK)yid0s$SWGnBeAnF`b-4bbH zv5)ujY4jVJzsYSY2h2^Y17Oa7u>hExRsk>*uLzne)-IsAZ0$gH$OZEonnPakkno5( zq2C>tgw6(`HV4^ic4qFsD$wD7m#W`V`U4gF9LX~?q ze+b-b(oFrGR3XVLOu|RZPwdrox0j^>GlU9x< z0nRrBaWR;#v|2PZ=X*Tf7fYMlqEwa(s=s#J5pkx>?3k_O$1FdA1+tM7gaQd^fh#N9 zm^N%#?K)PAX#)(VbZ&(*34;vjaRm(;Fx4w!tm7JEm1W4352UCa-dtp4Fq`c{j{+AXR)1g1tak2bHCv5k2oDW12%D1L@n_zY8jhVf8~ zMpO-OBG?BWduSr!h_nfI=6g+G<7mQ3v}?;k%tSr<3TbTS8&C|g8`FG)-<)d0VHu}6 znV;`P?J*C+KupDTE6w=cr3%yYtD4zZtSA%ism`D#0+Gh9K)hQv;iWDG=N&8dD3-}5 zjIzkHYw4b*Jx4}?^wm6KP${0KtZcF}#}@P!U6d$8UCEd~sD~>FM|IPz%45iTLSS+i zhiw0txazha#=AI-i`)1)F)r3!K2JCCck#$n|;!Vem|z= zAz+y=rAd#hx?q-9?bd5Fj#GLt>S`t`ju&mJOnk~_BqQq!D zh0~?a2^N0Y!u}FyRuXpC=EN5^3;5T*P!#uXXTK!k*zV=eOl7LIFJ{kZ6$1uUh(!2e z4`0k%dbKy-#>L(a+|QjN_p{iWaX-L;9&h0yZONM3wuP(ixJ5YH;s#{elH;Jsz^Hzf zG=Ucq!i85vvGWBK>$P^YtasGgwxi`-N4Zi;liKe1aj7Kz;=mEFKOvS#BNo2{V&NTJ zD(qmbu!Cj2gC65TT02bQ(#GdC^F+&9YhQ9+%v#&>XSAiJN!tC^Rxp6m5%IFmDl_=3 zSb5H#f`!A&_{4mTvp_&wnbF6#i;-TZb5o8jw!dv=EA8!AX|QE$9ag&h&?~*R%Su~q zD_z&B`y5!8H#+hVZ42&oTyXCp795>s0K8-2UmGBMyPzg7x6Mww_XXs;-xeU>-DP>b zHdN%rR-nGH@p(h7ZhYP#aV=>m^V|@{sz#YxsGX{+GJthZz{^AIYK1D~@b1ucs5bv# zovTpMPr~W5_(WBOLq&~_u&jYefwyG|_`QVq`Ei2^*yt;d^LjOuIGe*V%pWe35~}y4 z{>X?H>fArMWH3o>lgd00n4kqf9sBuj58aQerv9)a1eoH7Mn>~<|wPRl4e!9$(4|uAqpTw zK(lJY!@9a1^v`Pu6w-pZ>m*xeZi}Q5d$Lg!{R4>p9*O>fb%6pVLU5J=g@I0M4+A2k zLKD(V;9)+#wz{L(O zo0$sQgu<4VXi|@5IvEt4Y3!SJ*n27<}N4j{^()2-ROZH^Ggq) zL5a7M3T3!p)n$(y*5!O~keog?dQ$QPpvaG29r@AAXIT>(Qc)-~dO0I7Y|yNAieO_+ z%ydoHgTyx1vTcTCfsL`<|d=a)omzp z)h(X+Y%w_S@u+cyHXCLVQqE_ovs}0^OA|hr(Z4w&UE~g&hQ&oZWn3(?g6f7_Q2t0) zEx4p+D>DQvx|E%is`N2(GC8pcEdT@@EC?hS2%5*?tRk_54xB)iX-8WR zyfk|GDRv`0lGG6kLDx;hMT|;^V<7+^g#_!4PO$!@bU0;QT}K-@f!?6&hwpa*<^2#6nlcOe#nk}q_fq*&0Tn`0r6uSQ0#Scop!&9M+A3RNh{ zDupUk^H>Nwt4-JT{p<8DWf2gZMSv2xP$fql3sGuv(y=TSqQd~3_+!gQNG>_fI>d63 z)2v>iEEd8cuVor*qsCdT;rC4EHXtN~SO`bQLO88h2uH_4I9V)&!<|wr1g>=~gp6^ESO^EBKF`@*--CJ0I$4HAWUoTu9!hXmAaX2( zL$MG}Ar``sP9YXTAe$&T=$5iz_$(H}p;!po48%f|a0Dn8!olgjUFCWno7Mbdx2n7X zR0cxFLO2u)VR9~&O+Vum+E;?U2C)#BZy^?fmf)JhE23i|=p<&b5RQ(8$i5(3q$^HB z$zq%=7J|`h9t&Y+g?kVS;k05Q9Eyc7xnJ!mt=AQ?5cE}&RPmSv#X>j~3sGXjs6(+3 zH15S3EkSkA>hhN0BQX3t_gInsh9LNxvx; zqF44}Q8*TY5F6?tP%K0bVj=o;ECgl7D#k(-umQzFbmy@UB8!DEITk|fjD-+cEQHA^ zU?>*CL@Wej6;orCjzDiCdZ8<0X9(0U)fm)gux2_ILI|pWYiL@bGur4_2$N$WsuT-R zMN=b?b=rV5DRC?WucgVbki|kcZ2ALCyow@5QDyv2moCqSqFtL+6~!fG#8rxgpyN|Q zECezywS4+aSw$>_fR{chilO2mtb-H_(T+q>M455E&~+l=1#EIGgh{awRgQ%)bu0wY z|0*Q{3g|2u8l{{1v>;|JkA-j;Rw)*u4K+?hg(c9j5Do<}nAr&@?2(~Z9Ku$B0*$tz zv1_3WfR2R-bXWO8>R1Q>L@O4;$zvhD^`WSkF2_Oy91Ec}-+|7eh6oHD3*qQk2&WYb zF$HL3K~-=ihj#Z}mSl)YYxxf?y2O8#AIborg>_Q;!?&tUOJWqXB*uNTB(J9lf{Fux zcpJI)MtIWTq#e0-r)4A}kpr5JZ16=lHVU7g&D;CO`}{`n!;Qj+XN?*UWqYx-=k=Fc zvcUf+o5DUl(I-!mYM>YHQGffLqIuqed(_sxi9}E$LS!m3kl!iK%}ZJI3^khSV#gqZ zD10oT^2BkQ7I?mDY=7Z6ly-Pwj$YU--r{)235`(K~``lxzu3^?F;+uJhdPw#{vt95k+?CIG2|mULR^YjD;f zOdO1fD;5thr&BIp)_-R$NxANYS{g`^o)c>p_hLLBrE-Ous-bd`0J}pKD>u!Q3ZHIO z(|AD7(ta);B${G#6(ynOEzVu1?l@U)TL-D?b(U|+VmRl^L4GxRi|9CI$*)o&w5k@1 z1Z4#ia77nQ@vN4MgjyV+yYI$7KcF)TAYpWkw*wi27Y9y!?2oQ(edEu*_P2X3;KtIx zi9cTX(9f)V?Z+;D^!$aXcTp~DVBM<&I?e6?r@6+1eLM(KmmboID9b9E;C$%oW>S@h zK6Ng(4JEOev*uRz|vdF19#>DK8T!&Rgto``gYl705zTXGLE#lY@Yf5PfVqaTmi%95Yy<%xhCzt;IE@npnv=K_(TzO?KfYf(!JK#`D{9_O zBnpuCiW8K#EIpSS^}} z)^`fqjmm)*RSu-iXdCnf2+DK16ejd_*FuP@dgXkzRZ8O;GNBTrjEN=Moy9O;f~}Gx zYk(ujEJ(9#Q0O45_h&$pOQa;X@OJ@9W?wCbDNR3{xRZUpH70IUu;622rNULnuUDk6 zu2=HU7w1`UbhVEo_L{00x*YVSs~JXxYK9KizOF=ndXRuXSE;LHRqCcqRH;iWtiD11 zEIh}2U5k~0+Lnq>4XtQmMXw|@0j@FOQ&Gd{l_Zc>^vwg(SF07SAvD>8u_~F+Dp+a* z#i z+H5VtGC07e64OJknhoF*-^(M#65q=sE!fP65hrRtKEY%{=LYCNi6CIU+95HBZ`;n* zJV`}eGp^>roJ^jM=Z;8RO^dcf0v8HY=pZsQFOpE%6LAkR98APSnimAhiZ{ho5qE2H z)Xn6GtIc!ZVZQ`Zc)6BFpQsQaD(y;$%1|!I@HMkMFkEZmQ%Yq&h>!I=5I;(KJS?>- zA-zMIl+i(4YNIxHGioDynATWG$gBw)mGy;Gl~`Goc3TF7JAxRR4#1eloP5FjuE8?M zL6LdzDS;$jOFsX)Yobi}B7XT)AIVGse#2v8f$m|#{bORDejK!n6X!1!ziZr@^EFG& zeA&t{m6w7GE9PUxT?|4CR#Kv!w36r)v9)00Q77t(&$Z#fyq8(~1FFFGM{;Zf&riN9 z$$*v)dPzF48I=pJdFoIQE0w)n9?7H}W|cwYQD2OYM3H0e1~=qsjyZS$$J`)(x%*oH zo)*6xoJ(BdTQGT9BTXpH|26R~mTX{S8t5;!+8}8@ha`RCQJPiuN=q%_357zR=fmI2 zhu( zleKt3OuIVB8`wbcGG<2zmW(lR-DhZ`@E8cDY4jN|^7A99tf>B!#Erxzw5Vq3X2CZ} z$O>`yGb5Utw=_3TIQzOE_i++z?G_`{+(>%RGRCRQF+|sy5mM6#3f%8w)i(sy8#n}g zr0-68^emxCwTEEYyW;1fBb~&gTUMn#guLzq1Hmb(IqKnfd1GS5Cwi7)F`IE3suDNk zAg3!eqB)OJ(gd;(Ix>r)8^vTm5J@QPVRnzWHXUJR(d%4e^uezaocsV+w?Tapk|^HI z+&_Db^*&Q!+RHFIKtG`wLIH+B!c2PZ4(fwsr4AN3nw@aZzdb@&p+KDYGwH49GvARo zWLT3CY6@9FAP1zSRx)^%0zTcezM%#ZlI;0&&0U@YLNzI->I|ZV^i~9bhmanrBW{S4 zcnCsyTy>BTo_$}0XGOoCA-i6U?D{mSvo)#;+Vi z5(yZD({LoTc;0iWVzy&5kMjU&8rUVRB0?JgLhIHDZIBR}b6by;x9tvQj{u<&Upay1B9MZ~~%Xf6OlCyE|&NvT|r z7mS>3&6%lHhji?>ca1ZNI8tQRN|pIONgQW5 zl-Lw1dWI}k2y>xg8&MklCH#pLWl8W_deVUET*v_FIE`_uUk1>yBTrQ$jsDB940JIP zoY8~|Rd{(@nT;MI|DCUjF-9E;YjQh|t zBdgQoW~JGn56&BZFQs{WKoe0=T$Q;(R+*GmfmT{Ew{X82Sr&_&oK%wW#e$i+fm@l} z?E!-=nyG#rdP@(k91ghK4Cw6^(Ayc%BTj*sK*5=LW-YFab8Ubt*QX5W6vMNcQD4DZ7G7ddMp;^XA1tdYOIGMju zCZ4DjhnA-h5KXu36qUq0LIgJO`9xx|_ot=#sOZ1%CACKyU3!v>9C>uUi*qKuI3o_4 zf~#&j90|hmBI4a0k{3D0*RnA#ZUKAHbFQ4k27s#r35wr=2vsen`bmvPvd>m5nlbjw z%|5tRAs@^YhRu9IVo9+!=~7ul;VaA)qc=DZQMtaqPP*r2Cl&y z*}TUX8orNZtx4=5har@!1N}pEh;uS)PGyw6*v*Q)mAEt`(s-0Jhn_kJXdPzL`biSU z>DneLk@eHX{m>`WClXh7oh1pb3kcdndPN9;Y2qFfMtlfXI;dP-@@~aO9vT-$NIZ?F zuK)DsGP{`UQaAHorM6#Xu7}jn1(->^qYOl)+#!?}rH3X6w@}%@)F|e;hZx#GW04v( z4Hl_6WHloU?HpoRS_Ok~P1ViWMM@0gri`kib zf}&m_vu49*Y?~$R&Me!Z&Lj4>kJz8oPm+rT@Nrpd7V1She41M%ti%FFvRWvJs_poJ&d2N)V(g@wwpOggT z^=9#>B~ENJug`~Edc@y1IZPn>%$q26C>nUmqzcnCKqyPbl3L#aBl?D2#_PhTykk=58MSGbKON|S3=uWgP9Ldnkc%RJOHZN$xV4DxxtJ8Hh1&$=&%S` zI?JX4db*iErE!9jv}tg2ba>0{Y|D8*UY-mOj0BfW6AT0m27*(Z$n`AyvwPstc%7eN zR}GsN+oq*9TMOmTLOGg{^E#N)jsBeMQ`bkxu%)$#D5fu35UF9*5fR=Bt0u+?nX=#L)dK~!|ALXc>n z%Zma_O zd)yk8-JepyGZp>yzwrb(k5;@C|EDay7J%oHvL-10YKW@ARxM$e4DaC(rPF&&ikRkf8>$Dr?N5l! zru@KBOxCF*u@`;(WJ23N48zzkCsgl;`oAC72Sqe4BEB0!e-rYxmxNpgmX@!=#b8Cw z%8H}LD4R5!al{K)C($SFQpd9IwT~-X9pg$WLK$x{o`44bDPvR$g!(q6Kp@0^R(DHQ z*$pFC73LQ0JvP1f`lollk%QZi8Fp z1iW%N3e1*sLoe?-C>bp*s2PzyxTToV$`udqFTgt+76@UHEznYLg+mclbM+W&#R1z) z3KboYU0Ox0?GcM?BoYSfJHN za_i@FXbuyt$0GF&Adpr7z7T?FDu4SY_QjK`Qt0ZHSQD(XMJsjZ@+K31 z3+a$oHAJd=I6U7}MyDq0AM4oU*2i{la{U)NHo5T&yEmEt#g0uDe{uIFm*zS)xjeUf zlc|q)Y;y7AttPXAyI_uw7!-SyKT&sJ+m5X2;kMUUB7T~wKvjvC(HTj91)7t#i zZ*5vzzuG!9+u{5fg351$=ls?C@tmJ{w4LXChJugp$8&1cW3*$vjQgxtHBgI%Z7i_! zvyJ<(^E8{+%Fb7V0)?A3d1jZ)!qhIA#kqyW_ZLjw&iUf|^KI`3+rHpJ*X#WSZ8KWd zUvRBBqibz5DhDc3Hbgg*L^m|Iqn~-KMc4^CEiJ0%1l|j_K}PiF!#MgkMBJUzc6PtuGgA?BwHgBz2KOsTXGWUOv|YLl@#^=DIm6rUS%^qeQ1 z6Vp@|8F~wdf$5kC**!gC*LZN0s(*sy1hR>%o9Og+M(|F9EY?oSGjO##Ct0}7+`ADT z!QCe$eXgaJMM@MSKg8l?L)a()D8%txQ$X5eHb;$#W3-s0IiUDJkc)E^N!?9M+GO-E zTCc(suD)oTQ=c^^)WDgFiDY_utsGt}Gg~sYMr)4nh9>pIXd~8GWMV?}OZ%jV{>#%E z=-;o|$o%DFaFG11ZW0$x{P$kX8f^afUmCjC$;s`Gge-UpkYnv6~pry`z%j4fS;qmo)S zpL+^vpRruF3f~udvXnJPyH{SZ-a!qmydeUOO5EO48{FO^ITBVf{gTBmajI$VPlK-N zdY^g^HM04rn%pyB8u`%e44E*t;gkd0(Ttm;8JEz43p7(Am%|**(0m|57ZlwdOPx07 zR)i>tuOw#~A#K)j(*RyODw>)vq9Tt`5g2g^gU*KLL&}`tTdu zaSI90`wg6+J3veS;a`vu5YtjKAiq$4hhdbFuF~>Q(lX2AOj{TO> zkd$b{T8Tz$zRKD|tuo|z+@w@c8g3MnhBj=~gfp<^$b4p=d+$?*cEUf#U@%Il8%mU~ z{24~}Va3R0KOp;O65W%l%=aQOz%$RmL;aXC2^9yK-IZMewPMvhDV^skCUAl+MKrZn zX$2}CDD#=;Xpm(BtXoB~8|<}7>>ma8nY@jwI-3;>RZ-440xH|uj#5)ZXE7-pCM95y z^8?F;9dZh~K$78ZXjx&S4Y^Ye8#X10!k3mbOX|Yp_ z7cC!>BKjjwPxCT{yQ*=-BEtsbU@%&xKspt&e7zI=Dsw;>fE<{vid0ShgM}VDH)rWb z%iOkp;j)H75{siB!EF9w=WL8tcQ(4Rz`}lLa&mI(mH*cp7t26lKLPq?j*F#?*v**Z z+-go_vsgdCon6l7cDcYqe&`>pw-|H83IEi>hB0Q)Yga|~-k%-V<;ws8G$c=FTeBZI z)cyrovw&r?ZAfjsfYgfMBW`GvlQGSAp)1(IG&2$3GPJ-)%oTUMN%z)C2!zVb$c5vi z=jFiqK46AT5jR*|G+A(LFry(2*`wv)#<-A~I83Wn9Bb!D#c^m9OnuD&1jB}wdC*Wt z0=Wa09<%z+?_(qKoXw0cqWI%JX@JQ#4q7rvPFOF*O_`h!FT|rVIbpsKA5?e#;72}J zic9L>zBK)ZZtSYBt^CMGtk_q7zV+FkD8-&C#l8Bvte*w?-B7o!=;u}ayr!Q=`gvVH z@6yk^_49^)-hum8Dk$0vm1Yp2 zVepcNn?T}3i%)5%>JqzDGkZKE*d62&ib)9hm>%kY9;%{;3iVKd9;&P*JzEw!F6)j1 z-EpWpuD}yocRZjwuIr8?-EmEKTU~tuqQ9dI(IpGAvs#?@~H0es2;rfqO9?o@R^u0rl= zgs!HNL%ORW8SnB&c1m3hfTfP7vj~7Q`Yc}3XK_}a#mjsa6M0~lp|aDtS3b7O8`(Jy z^km9X>HXk~$q_v$u8&P+m^;T5j}+g1r10*Wrt}0eTrso*XlDg7uVgr*fGZAPNQU!H z52Mpzz8=da(83l6i|-yRygQyvAlVgJ&5C$fPhhYOU%VkhLFg#aNC?+&$R^Oj7)Oim z9xc54WHy2QdII}8O<PK4`zG<+C%qczkZki>!3 zc#rAH9LV1&%=Cbs%kes+i>>q)@coSgn$W%5pO~m%Jc!zCV#xXp8WViPp$taZu-hqe5ALHof z@NOL+-obH<;qk%U-aojF=^4Hs9@*1|N1h}$YwAKWSnPOEcbx3tKHfmg$!_l-(-Zj? z@X1r?XLPrYM|W@{Z^q;1ZtnoSKtjJa^+ZPQhgnDTL}KDLWY$%fcSU6EO&LE8QrPj0 zF+JF8;ztU2Bn!YK04~w#Ik3x68P*sEs_FPfhIC#xeq=u|ZpWcAtU;Kk;~N>$dENMt z7+9_2P#M-BRMYW|4C%aX{D}LaEag1LU{2tq9u(J)XT-3LcNuKwNA$Z#rdpEQF8m0y z0U1$jmt6+hc?`|u4D94b4rihh@gQ1wB0eUYz_6aco=y`usweP*)+ zk)-(UvBJAKKk}`~FhlJ;#?Y?($Y}B1rwZ@BWvZnBpb5k@0pc*_R6HafXMzwX@-SoM z_^=$n)%a9=kdf)|R4nBlTpgQ=N99`>PsNWj#(HWhZpuOVrfk1J`}WGQ3(0U!0OJuk zoIe|A-Hzn}uyU<-kAVv;v^&tb-D7eej_`1SHF)Ae(jvI=fNW9fLU+U47Ct$I!}m!3 zD(yn@1kT%|tyX*Fqxl<;v~E8tdl4Ag3oSZSFYyu5E+I!94&Yn){5{FX^BAAbQN|QU zS`MQ%b{MU)!)S#aMniTO4dC)g_%31`95PDw7!%u!hz$no_p?6ZJ$%~!CByu?Ssn9z ztetrmgTdPw3XZdIyJWI(yQrabUQ@d{E%wivEcVZ6ay)G^@tM?2E>daA=D4+GGPAph zzoX;U2L2u%r(B%!;JCG_`HB@S9uQFW>1gjsr1dc3w@O1ka>9OrAmVAUUm9}YX<8U4 zK?MI@(tnYKQ@#}if^qT43G0Pq;Atpxh2-Yf`M#k0i>>=t`Myc_=UVr#=vd^0gO`s_ zBsS7dP+n>$`m3=_D+X<>l$mm@ge|k7cJD`6kygBFOOV$}Dr?JAXJE2o+^AO3qj!< zS?k0`doonFwZd7L6x<9AwvZ2%UzKgI5^&n+ZN^Udg;9QCRnQBrIzEB0Oenxh9LMfu zX(;S;zflX+@>l;WyYIbxNbKRPyL07j!B^6R!dX&s5fe)2B)g1~m@XyqlEiROk}|;` z^N2ARcS-Xxvp+^UB>6Nu`6wYJ**c={O`M@IF-Kl-lEhz$8=Pkc$%@T;0hIsA)8dM$ zn%aXuT@v2ebX^~x*e zx#%mfa;bZShPcLLzMU3Tqo#ZZm&;W9z&kyZII2m}(HwH`gp@zrJQs&#+NA6gsC??E zr_aT@>sT8U={TC45R5V)7^sbkc&jvtI9d?diL#;{NjGITz#U(fPfK4$XP!$D&H;xP?17LXND3}9i(7k)HpYF_GZL8 zn}}OCl|4c8x^1N?yBB7rC8rInQa8T@m40+plAWABFo+4W9#P?<9mTOB-Gfxn>5 zTS9(N$YFz8sS_wo@;;6ZvCbj#N}4L9NAPr7A4D+=Muy$@? z?QpbO>lYN(uk~d2H4J31%Np+TB;5Jr{%h!RmBrV*hE8D>2N~#V8j*y0DFN{Tp;c6; z^d1anbn-jGTI{v?%&KTQ#7V3;-$Fmmjdh(I%l`PG7=@m@*;Yv6^vG zjpTL3U%I700AetMS4(MzG7=|y2i|*MEyq2udb?b)q8*oK1X@|qSIbF1;f-!$;<{TX z-BK4FBwV-DVkwP5dTzRDJcQJxb7tI&EGBbi+^38A{b;AJzju)`d!$szdlW!Oz4 zS&tGH5K42UcbW(Vy^oYFjxwm4k9{2Obzt6zn$XTX4ccNQCO$3OBc>qaoO%AeNUXs` zq*5Rvlo+R)(Gq$M84k;*r6(((BOcR{D(HyUfsTZ2bObccK2MH7ASM`-zet+0KOe!A z7+bq+f{NG$D$>woV$M_^%9r<{l85X&J(PGrMBQ|lG?geU=3q*$@okIAS$}9TZKUQg zr4xI4K@GY_vAn`+dc2xmYc;Qy+E%mDT1`i;4-4w?f_jAo{r14K@mj%CmX%1cpbpNF-dpJ!TxwRvIYXlg44jKc2tu zs$Vg;t@;`K)5bT()oska^b730e|jh>tLB*s$ak5!$uid~kCHl8Xja&~1|-i5Q<~96I{k|2hPr> z=#?FuU2zt%nKdu8^K#__F95@a3{n|qyj+lwAR(yGuE8RMyF+B~{wER{GH(9cV1u35 z<(iE8FhOi^3t|I2zRB_WI>c3<5sZ%}KGx6sUs{Z)prV0ZIAAYNFPz^lImja0e(*H9 z2y1~fDMCqxNbhFEC3T*uG);vvR-5PsnGY)|R^G{K7izo0(z(EJ88kNC4WLpbW{cHsZF-P%O%Q*pfijd*s zJQr&`|6Z<6=*UW{1lpTf`!f|w8nXTt6CrV7q0E}4=E|&+B&@CGU-^5UjjF4XQ**?@tgOI=+k)Z>eufXYD`_uZ!CZH zo}q@-wQpoMW^iMVTF7r~{58FCIln==qrxQ0&M+hB6wWq`I!85~nArU`ceg5-{ggMv?^N7v~cp9gYvIf-|T}Bqj}W z&LGd4INK*fRyMup{UJ0u&O?4kT}wxP~o#GoJgu%WcjXuiNmG+kW~(X zMC1?>!reoV=xT#G_*+gI{ow&JJD?l2`m?-zm=n^Xm6~F$5&N>FmU_@3eWIGqO7Uoz zM^ouWzwGh~(GHiIVs0?;v(WYP+=a5A%XaxWwVrizr4JjpFqr3$L|VuzgX7|IpY$DG z=|C^FqnCQM(Mr1?a@orkSat6TRsgCECykvvoi>Hi;OqRR*f4o8oIRh?^ioP})zb<& z4Vq#&4)LcSA*T_pWa6tzs@6ZaVH`A!aj^92KYeh+c-b%vvhD5p__C6WT_xB9r%1C+9BdY^qp!H}PBZHwrx%l@rqb*nWCokdU65{5gGk)KUX%{%s?TZui0J+Z4+U;4YiqJOAEPh0i8FAJ%IP>8bG9 z{Ji?@=XJTE4_d8NjFM3jZ+bsRJ~P7cWtmWRD9c$dwJ~v{0ekA0SZQdK+n~&`*Bc1Q zUCbwawI7qdZluxALx{gRh@Y#5{>J$}{9Nas=F5f^#foPJl~MHdFPP5r`rANGZjrmo6bQkRKr zE;rf^{ZeCGT!$$<^Ze>SYdOuQj2HVE&Cd^vi5a>+YFr<9%2=Rl6s{V#=K7@* zEhIQIlruX-ng)kx2ABbw?$w6$A4oeGVRfJ#H{4xl$91zvqcCxbJbS5hyla;;O$cmqnl|CjbuIf$IM?RF36&G2q zf4cbl10U){W%903Q$LTW1#5Mfg`Vtr-Fan5ZU&gJwbZZNH zmk^6rQmdcGtxbLFR_oSAcBmZQr0Cc7gmvuUl$~lGrwC({boY+c24lCaaqF&?QN?E} zVDzap`ihf8t(p#?COVhDhdldDVF$#Md%Bz;+nPfw!XBt+N#H)AM*nwZC{K-QNbhF`ssTuEP=<-5kyS*;L1?i> zoD-$KpQ~f$y(KOIa>8XdC}rft8Oj$A4KfD$%#(CK4g*=o6(#nlGpkjn%mib?=HA2o z5Rh%EsA6ZU=CgSVqb9Xy_}qGNKV|UdHHZhKBWtou^XX10wjV_#sgNuBh=-)hIlyC& zPA;y7sR9e~@}H2dt_9I0`|+noz+l{;CW8QcAA^Q+F!~Q&0H09#T)0j(k+?n{lr=d3 z6%A-O6}$ioKP)}j^UOK^?WOVrqH-||JQ|S@X-IapUg%F{m{UM>EC-=1sHxF3uE}m_ zD7sm%!t@uJO=O+_5Vw#}hKH=Iq9cQY!h=g4D$US4x%gIUiY3jkTovhte`lD|(IZtCXh>gc`JplI zIx|6qPD8HK3i+J@vzH3NQVBWY@cYwbPY!)`xkp1^T|=L*p>L0LP!JZq$X?kcdrwbr zInXGjGG;UsR~n^KxE^2GDRlTScr^G%e=6%a1fp}f=P4?cItujF0|@M47b3i`LC?(~ z5JDS4VE^tAI0;WgqFz?UZ%~q#Ju>%WmF0hl~Q+;R-toNv6h6nrVjK_^F#sxOKV+2VvZ#JDNL8F+>! z6mcygs$vucGUDU6)=0q7-E06L>@$fw6hpn|NOy>RhN*;#E2~gY1E;#OdS)UC&d?ND z<5Yoy6725tX%bMS5~P9rY#rq~%uZTUR9`*~PLgV~;dZ@UXNr}|_N|V63)Q{LS@DBN zXWPj*rKKLds+vpAYCE&G%q@)K?m9}q5_UFbHDFEPO21nAi?)ti03~_3UpzbEPS9bv8krN{F0&eMn8%KCZ^sbE=W^^j7*id z+@D5&HLBIOB=g-7xv&~WfBoj146wM^+P1uLz?@A+VwUE|2EUvms1r>ZXl?%BpNY_0vE^e7JY$;MUOz^kZL7UO!|x~ zHzSc7WMiJObKb2T%H4MOb_?)5zAJpY8GL{9;)bEdJHq$)w+!EI2l!s+p@?Ga|oQ4e*`0yQmX#+VnNsX$E_cNk&IwX zt58)A{B$|+lQgZmrrE<2QIU%rG#9CsKeVA4K}I}6BOYfr#6yeZbVNMY{T+yB+3$#W zmi&i7JWF5Mfq0g`@;V@%g`gASnGbeBJab%S*V&GEstAr7$z)Fh5tdxJb+a`pPhl(wLaT-`beC ztpCmqbGImy7~6F!j{oG`(02i>&wH4Dw8!rTxX~c%(x;$ zHj^UUl431yI!*CH-7xfbIQkoEEYh{l-(j`i>@dn&15RAjMT(@amK|mSnqqx0?#AD> z!I))&>=76X8L+QN(lsV-4N8}?84U8b&h+p?Z{RmPXriGpu{MaCkVl5b#3d*=yG~XN zttfT1(2f=ukoDTMurTGy8W->l*vrFJce_Be;fSXeGO}NBARS+Pq^4E!7d?HDH@q`S43d^o8*NcSp5qK7oJhJogyDYhwYSZ8eHt z%#zC=BhFTf3X z9&~+zYm9Dh7U*U*^811yY@_JCGLXVq94D};K#@zD<`d?3vjyN-(%t^eOKsoW&EFhh zH5W`70k_TLZve$c#JV3Bdf}8(p_5-Uwkd*}aZm094<4|K%MB*t8C}K^defG;>NdsY zVP3K;!`YHCTxv+qJgLg?q+-|(^YhsOw!{2vLi;p}B$ksUR> z-2lZBANky&;yhOhB_dTD!Awp1h+%b6L7jC$^!r9~Z{4QYYJdxXg9u?8);?b9i7P;Id^$E8 zY4j%tcQ%3>Xs9($4(lKtSz*S-Z>52+)8R{MS@n4CUu@eFDlkBzFb+b6_j0ZhbA#Jm zF@4=;7txN{o;2xhN663z+h>w+2%)=#kn0*D2ip*`5BJL=LJkQb%Lr)4Rdd78lDlfH zI|UTuC=##&Q@1>T9)z>IbDZsGIQ#ZsN{n9{#&#K~W?`+OSM*aN8RT?FBxhm`pYr&*x-(%`*rN9l|3LOPV~usz)tk<1uF?U5$BaXX*8wK?7?e5Uk~`J z>&Rt5Q6mY?REf7d)av4 zHpTqjj%v|>K5SbGqu+kpc3NtNUO*kF^_ha+GEmbWekrfv9JJ{{ z12vyN<1UF73(#T_eLyNk1&k&>8rX3Lu_@y zIWyq%Q%R!_Xs39L7Gkszl%L+`CA!l^CY~8nE2;>yk)N4kpO=BddLW3!YT8sD+(w;~ zlu#cJwEU&6{?tnb6J!P%AEF(J4a!r~TuOqh;J}tPww!I&Ftg|nujQxqc7wU0t%f5- zAZyW2S29$Uv%^6raw{@&t7b=lnip9^X(SbUzh zx{KwX?MY6ITazOg@+xRrUA~Q~g3Iq5C)65pxn-ZQmteyIqdnR(jqc=$aWSjW-ZFj* z!gQ!Od5w0KuwYUj6IXlWiBEwYQkQyC84dx>S;r-r4@f(kCW6EpO=#kf=ng0azJ0j| z+|LAYKOT(b8F4C0r1B4=&(@h($nYe5`*-pxY>>cUk(L{}wcJoA%&2j2Zb-_3^}(+P zvdZ(xtP{NJA{%fUxQiX&9_B|x>~ciJeU3HzFn$^(`J)Exz}!%cwlfJdCwc_>_(fBH z*4#)-!yt+(%WAuJp;~Yl?%vh2tIR4(N7YjGwTl~uF8JW6FJ8Ql!*Dk%F`eB!xsdMGf$FxWRnJyEF3?O_-B#Zs43np zL(W}7YK0^`OOhot4bo@rfmT|5Xy2Gv5R^d+Zd}OHg`$c35lKYZ&D82gvB3TG%DhN{ zNTn30<&*fN+e)J7=R+AuKU!*1DX29EzN?h$k*_IL*Ar9>g8u3OuL!Qbi0e6#jV{J1 z6_^rZ;u`+0)A&m|H7yc`sY@bFLg`~zLHPyw%x1tdo*oy8Hf8Q!b zC*;aZm*HZBm6;AJGlLzlC}9V3kolhGyK zgPdbe#wYM+H2zNf>5tz=iOAxUtoGc?YR`TOAc>!(fRgwKVb30HAaqAN!sGhn5lHt> z%07sCZ)Q<18Ik?SzjR*il_R-=bj3-k?1w9K90@7Us=3asN;)@ks;y=^wu>e!*)E#= z;*1%@5#IDko{XQ8k*t#D;w{B_Svvd?Sq4 z#i`62H1XwArzrT`gJTt?42Kl!vFgfeiYAkcuEGiG;uADLpEzlrtn{$`($h{WtQqSs zpfn;%Zd-67-Z;H&;wuh|N#|+p9O(o|Fh;R1y{UX7Y<8Zy+eqabV4(BVQdcUU;LFtj zmM5~(4at*W^*uG&mrCOLJ?Xt{SgXOyfwkF-ER?X;d9dpxLVhQ|Jnd))*22qMw%jB4 zu*OWA^B|pj@-XVjP4+@sIE2f)4O||?wiKp5A6Jm7ewFo-y$r1_Roy7ZCP?!y!}rd_U;b4h{bILxb;u zP9N|q|ZuX{X>R*2zpRi@8(eFMHyPTQ{A?e356zRc^ zn)q^mtM;5H_ftKgS+j^9`GY~wY1Bzej&omGPmki$XHD$&qvTMLcZaYKn=u%DGsVq- zliv~(NoBtwE2u9_kCI;4get%ZBm!5OV%|)gR>>tKrLMq2M5N){`|c5g1r-R0NAD%>>YncuN;VeyFZ^gN$>iLps?XfAESs=KCRQ1{xez0 zDoJBKR*h61)s-JDe6^1}ru3yvS&>Jzhv#uQ0LV$cBTW*5=Y-+;c-=9e>#fHQ#(Qhx z$3ptbIi0vbC3JI?pB)JhuutXi2vge=v0xWz4lbsMV>5J+YlK^TZ!#PUIgH+p=e@n1 zpS`Ws8uO!1uhXRBE{K?0Tm%pjX-#>R7@DFeWK zO~`;5v`SMf2}iyaTR|s-qnQN7fZ^$e(5G?(m5V?AbnMCj1{ddS#S!NjOumB@xy<*S z)Z6HLks_LIN)i2DoI?$_KUJALB$ZI07n8IXWC4J>^s8@&y*?O zoEA9A>eaeg}+x#A?{4suR8mvhQm^jI+Y#cgs*B5^CFK+Vm* zr15_rl335?HvE=65xVT1K9fIe7fxIq6&fM?kehR&2Quz<8y^Zy4LBIDDQ@bx$JHP+ z`?vQ@M5-%bc2hp0@%I66H@cE?9=Lg}D=y>ja+f2=0!e{6 z|FZ5I`iq7BVyDv=ldm6lr~%l6kaMkzAo8YWk5_|C=+_YGwQK-g+~Qv2el4)5Z<3Fw zwGy-Gc;$}GYqw>8I}^xT+4H;wM?!8i?G!Du%* zSxY2$4&Wn2Q`{(=i`xdDi)Z;*yhooOy4PsEW@oNA*(vjpr!I3`W>M{hM4YYcW2ZwX zR6vcd(c%N798Hc107-@(6H8sv14UlfpGcp2YZf9EzLw={7^c=V#3vfol2DUosA1WK zGte%aut!;A;!ZEslqS)PtfUl!2ANIEaG`Xf-|X87fzMP#Csjifynu_rl49Z_<`Sn1&Xd zARq(wyG01t>`nFl-)&@I|MMX$Ggyn4%e|}yu_k+YhKXPqvQ2XWxp-y}LL;km1hnX{ z9-f&&D92tsOqT{@AKA_73=}sSoO6Zf(?WySVX;BjPxif|0-I~UW>>= z3LP9+ zrx-MqYWe4i9j#`+DtMnOKKAVn2B@J0|<1wq}NAS1p$V6;l94cOs` zP#h78DxV#yIMyO8uvC+5?So$oD}py>`Xilp*i-X}IhWPwFZR*G&35xo#sW4^64BR4 zP>f|wpsk&*YWx*2@$!($MveR*iSu6ROe~CBYXGxueRzNO@q8af)9CNIGi7W}M{e{c z;&cWM+YmyAE1F`ZH;0FIL=$L4BMM$Xy!&m~WM;5MO$4Ap@E2u%|DIa!PxVY4DWX3m z{%pOUsh-yq8~t%dN?`}vzU6F%n%?SXjIx2OMNAzx`eBdwNd9q}6!Pcg6mzYgroPsn zj)`@?UhmI7Bcqzd&j}g0K`#R)kuak3r}$F9iI8C}`;?nOrmNiS&Ayoe`80>d@CYXl zM@!;twj((_x28F4O>2-0t|q?>(K;l-n)RY&PW#;_Sa>FDna@&yR-Lm7bt?Zczc&{PU-rn zaWj0%xJ}mwt(9=x+8B@m(JG$07Up4@LL(lEf97at>1YDg%8;^vXj~#tj;se9``pgq zxV!P#P=a}Cnh@evpzTZ{PkeGvb2UkjdpCLNE`8uekS5jKyNMQQEr55^)&L_fq$OkT zrhvVhoXoq4&;}78@+ZbSl&P(1HJKJ+8woy#?*{BDB}r zp#Aojc7t{&hjxctqjt)3q$tKYAkUsb>A}W+X^>Ib%pf1`%vA||Mr?7e@G71w<)*yo(?+kLxl&-DC)5reJMEh1fHVd0HD@Q|L(!5Tm- z6lrbMme=J!RJHm;)kD<^g?LrFPQVtDv4bs~5Ip6}1%9&>z< zFH$wG@!Xs>8nvjgGJGCkMj$vyuV*acs>ULwkEL#}t@H2Lxtfk6 z-d;Q3_WKE=NdBrKy%g-_y9}gjNWm7(!_Rk(8*cuxI*1k+4h^Ep@ ztlXCZ%Qy4@1hfK7YMuFBHtn3X<*Cb>Drlr~6p8D@bgpn4$`f zIi{l6;ahO8_EMq!R3XSUH#m+E_!&h$Bcm%vHvmxx0)kLu><-au#Q%skRyj?I{!gY* zkRh`YHqe78*&7i82vSdnM3JJxPdGH^2l3PT35RfwfRQ-=jI5tFhvM~J2H1>=_v}Sus*X1F|0ivXz=D3`6bR#KDDr7 zJP?w7S_odce6ma6$-$x4lhwIarA0wV`d7F0TZe4M@GyTpKZxw1^mYHx8u>vxz_SCF zBc<(+DVOxKp%$a^Ar3bsG`SLn&{u>_`A7vOCOyojG(`v@SPPqS7=M;qQv_O0JV-Ku zk3lv?AXp4ns$=bT2;oXKF~bf4%EPcJw`S^oS}in)Pu(^k+{v^D3xu#Kk3|Thj&BF! zOtnyM2(&om@&wNh=#Xp>@M&!j@b&C~bfgI&b ztw3z`MxF{2aM)-{CkM&~tN!G>V+iPA;4)N*LAq<496rVQXzz{F({vlhQ z?0c~F1Z2A34)+n=&!DcXMwiE{2=K$Ed~PUnA&J_dLxh+0G_rvKB6gg?&lhVEL_8(&zehAt! zh!1NX-M)B(7H9@ZbT4>c23d4J2+_U3$D_Du2{XJE_@l@RV*_w8L0ezM$V(}r{cz3| zh=Lh$Urb8Kk{@I+J=mY?q2&2qNSr3TY$)~h5VzGsL8|SLDIy9FYaHj-Hh{H>!A4}NiV!)<<<3s6!p-{S!^>LmeFOwYolSACs z?erBT@Ce3JMJJSL{tZP^AKddcL4n$o?xx2ql@6QoP=BWAAoMfNJ=mX{1Bi?D@)~;o zOg}Q&f`;HW-_!zu0*4vzBnA2jv79jR?q{6|nQ1$G!U(Ip27ez!`%BGpX!`)Sy;JbC zvpT>O2}oUT4S6(>`(>BlVrd;hQy&2N#mr#IK-t$B83}Ud#~M%NN6Bn ziADPkz6DC}tgeUYQeciAuo_S+n&Wk;Yh|&^GjPxh8T(01K8K-2i)C!an4LWdj9H*A zbUjZMHONMr?s`%$4#Jk-WtbY|SrkSuE?6^H?!a~13~$Xd7fLBv1ev_85CYN|LnP~r#lj4x$T$Q{=z!GlFPB!0Gw3>$<(Ef~v8cj&$TU)=dsB(K z6gdnyW-wJ`*MmkSrAsl#%OGlf+BK)jUz8VASW%L16Vtf-kb4iC^7(!Sj^`}&J=dR` zb7~d3Ihh6J&)tLH^K-h5&@$vp{~@z?D37(t z>*ms@TSW&dMTt^Qi4x}(m*DDeU7&&csp7&%w(d)sM=Fd{-fyPi1hEIFDm?bo01 za8ypv_f^ih!FA4=0q*F;;2L?HzpMR2Yt+dB-3M_=h}iL&LL4|%gaf6yrqDJ)p$L9~ z(B!FpBF@An9PNjW*s=lrQ91yo;wHyTIUI7hLGHxK`CH+4Pq!>dH%Btt^vx-c65=7S zt%nbIYLaRNwv>u9i82C%-5%rgUhO4ccssm>sJhSL&Y;?bfoj8iM2yP2b;C^EjAZgi zB(yw7cKHSk207&$P$)d88<75PL877GIQ7~UeKVC?>4v$3 zh-xoe2R2s9+tw&ugo0=w^v0lu1*mUnQExH!jhsHh(Sy1-`NG@BVk9Rt7isF4?06<) zN+dMtPzIz{$Z&L{^cuC9hMr8mM>lY-5!Kh5*C_G;Y5-&=-@|4_Gn=>VQv=oN3Ac_+ zeaU}crx6l(%CU3DtOERLAQ@D$7w%3|4!CGOEyA7_IV;oa;gIYen&XgM9OT0RBtc60 z!9v?)RkLn7$Pj(FKNA#YHq?UgCfg=Y47ISt@ge3+=w5^%4TEgkI)E{o7lw$H57It8 zzzi8qSA)2OEMT6#w=i@az}yF{p=$#MiFJ?$xr6q)php1xI<&HuE|C#xgd#4MKXqvh zqn3dz?k+HN?IXid!qem>K_C;b?AlKiQY)+|gosE9!jD|G3MDhsrRX2lN~b>lvPIDF z}gb2DpyQh`EKf+VyEp=Fcj$_;$L8s0%o*M_`9wL0Z)<{;eGZxwF5sc4)VhbgPs;qd1pw# zHnC8RI~t2I4VuB8lC>IQ|Mj}HJhVKBRe10gbhxF_H^6N6e-?m$9*DMW+y&$)OqU%W@F%g?_u zV;PRVvOtlS_r3CM$LML1m;KiJQ)j;Im>Z|PueIJk)9Jm}dVlfsw;eMu?Y-N2KZ*A} z)84Dr`<-~dX4-q%dVdU&qi>$}UbNny{NA@6Gt~Z`-Y%nzn3`hKR!>2F`U5Jl+&uRe zMU-!^&1}8D?Ft%Aj|7Q(TJ?t7)B1IOwTO1Wt4)n(?g|I?j92{MDFdZw%GEvfdf?YQ zS4jbm$dJ#6YYzPScOAIAxpeLet7!$P%cy)Dre}LmV7qp4kJu@+YkvGz^5u8UhZF?? zaJ37={!#fs`g%m=x>#N9LUR|s?IN~a^w=%}+l5HJ%w41ocOf|bnoCy<7cxL|8=ZSs zJGi>JKo0AloLJ9iz z{#FS%MK{K@KlT^|Y@AEpR*lDWF!oryME6kEWiGy?1!%8y0JP!70JK*+0NUWf0@_3u z&^iFx*=q*0;S$h>rvuvXl>lv^4bTQ!fcE_kfVOlo0PXu70IhFf0qv_@Kcp#7i&p!F{Xp#7i&pvi>=v=_U8wjexOe+g*) z(*dpjN`NNX08O+2?Mw$i>st&!vmK=^Kw~IaI5_+BE}Z>K!`T?6y$f28*{X6(d;AW9 z>+)SVrfd8dvh(t>f_a*AjkRD)cg=O;dDMyKQKvqSI{rNBc=M>E=21sPhV%jFRldTB zcHJc!i=}Z;ta13_$KF61hk(&bG*69#w0O+7c&u*mm^VY?5YAWQpk_gpwFS{QIMYz2 zXh)UOBCxTf%Ba#QP^FW6>Q?P6u*O00 z@qzJk6;;-(#-TQs#-R#m!;1lEuXF&k!G#61i7udZ0JLviGoW2j<1h!H4YUDT2aQ7& z(3UO+pnbmsp!F>*pnbIqXdM9U>npDn(5|R)m;=y~HbCp3ai{{?lEnbD?{xsQo`nUp zuXF*e1E9Tl&46}Ajl&#(7PkRf2aQ7&(1sQR(7xLN(4vI}v_IgtN%*zCSyhg?9Jr^MkY6f@mBHIAedpV1>i6 za~*R)3LF zNbB*04jf%+AAuzQ2&U9T8Ts)c0@TtXNX=pS(}YvJ~g z!n}~T6os>U#y?=W%tsw7IhN{2l(2vvkXth5DfdOoo|EREIb|FHnxlaX@e(RHrsf zhaERD;Z)jmqPH7nMvzTP*{qXgoJ^+cw3QT)^J^a=gm>N{`i{Y;5?;SdMgMLxhN-zfxQ9+5imlfP( zi>7kbT8JR{o4(VgAzjNrYxNS?yQwbb)W}q$btU0&)kWhxn3Q>Kf$lVu?FwCM4d%<{ z#mGYi+HA3+A0gnwYx&Q2aQQBDV|ucD0&Qv_1y>*WF5hw)`UYpJ4f>nw_BI|tT8P{~ zfnENVYvA*W9{*4J`aZO?=F;P7?0Dh3>09-3s2K3S#!#tmgm1YHKK_4b27EcW=l`w3 zT)Mp?i~j9FsdMCXUi?1;MR*pUr+WVv1jI_n>wn1Z-_gU-;rf3_;03uIt(P9(a6V%9 zR{!eNU#%T^ z0(<{0G4##Ow0|oYtTkVPS`q24{I}KsTDW`te-e`LyZ_o_&87E$eg2=~x6l7W{r364 zfdBFNzv{h%2mev6pL@K5zfI!0Rql6BHbvay&YQ$gZpig0u+MdIaa}EBqngzTl$yud z=ccy$jSr;_Kz&=oMv zX`4#U2X_LSM+6@O(v_&dgHqC`DQQ1vbK`w|DZJJIm6*o8f;FElL_2r1M38#M+!f8L z^mUwD;j3N(moF6{CKLJEgPjUph#xC?0{Y&WFWAcZ-dpRn%0`>7q8pnS^)QjdPjCP! zjX3U=bq|K~+{jLr>keVwvABq@+8Gy zZEE)9;}w;6GN%0}CJvJKs7QiFCJd~J25Fo3m;-`f*bzz^mZ zp~DoEfc?}Y_oJtuR@JZ^XO91cEf$r~`=gNVJ2@e~PSXKZ{)>mu`(mL`-^+0vm4^U` zuO!^=Svp9B)X4#b)ltkq^vSl&JymQ=WI2_@X|@@E?ZG%rVrSRuRh# z%d1F=Dzpg`?kOgZef}EVkNCJ{UG+q_v%ZdJ|B=mVcCJg$C;(XXsCdz?sxpxne5xb- zj()hJ6wqeikanCK?}D#iMECRzlovDGiUB=r!&7S1f zqseE7ZZz3;2;G;l$*UxPAa18g3Q~EMW&F3IxxWS(Kq_eVqJ?gi z{1^i1|7QQq*1IJf$cHxWyAw8?4K$FPb$9u-9qfT++D5Qmv%?QAbYM?<^aDNs>u_f6 z>B^)$%cVWNQ`eeHi7{p~xR1OT{B0;{rawQ%!1trygS>Z8R1<7McPt@w6$fUCgm+nP z5u>F@ZqZOVhBpi(Zz_Tx@CbLqGqD6}ur>`S_(d}3p!iji2+A9*Q`oE|qL!o2X180D zj^TuJ+||d>T^b<&Tt$oqkN;aRz=G(aTx2*hXCjCHUy^BBM&tt%&m@wA2WjU|swkILl3gD3m}4Xlh~0XpB>@ac ziyXB{T4FnL)fqI{hU^e1&$xukf0?&TW0-3&6KDaq6}}cB&SQfp43CQ{ULg6OF??>r z+`NQ1sqd8ui09A^@HX-rS>X;LO}#96p>#(4Xvh45u8sUi7B=K_CIp-(6!HvqQ_&7- zF;xHNvhQ{ViMU=5p$PCcU)JR-_yH$~1Y9Q}Q@&#EOoG@uEe_kuYvA0QEHyC~)W>C@ zf6@9C?VBBUe~@YBgF$Kt8>PmNGFmjp-#kH!Gk|$mjdS z7nOlUPD|nHWf&n)L_>6EUdBOOkd~1uvF8(FH$^7rDKB{6aK z5QC5}6|dc;!i|%Yjf5MvvkbZpl8tuFwY${?j-ylW3Qsj~_{3G=0|@znvEhu8tgf=#6*-ZUvWh-%bzK5-KF(!#_i^o=Hiavtxvad}hCt{CSzokyFFJo~C8D4! zOj;YF2*S5GWy(^rODeAgIykB1nDfWA$bS8?NU=R0Sx|T!W@h0`o>KMPt_t8SHxV7u zrBM0-)^2ZH)U^>|Kcc8xH<}agnm}#+RL$@8MakST^88!(zPs^;qRA|2@K4R|uF=I3}+FeHh$* zVT&FxF|f0gncn*1sx{c7pJ}|Y-@`{)1Q4;f!Tu${#Ku~@q3G@fY5Uq^hKmv)NzJJS zVd+5&O#Vg0Cgv)Q`com&NQkPLmxX<|hJ0A-vb8+etAVZD#0i#{kvd!|rFgC4df;$P zl$ZY+eA}0l;3wWWw`u|+0k+h0oT&_brj?zUX}d}!9}F^Wuy~2joy2pAirC`kq`Ad5 z{=c*IoMR*|RB*+4>{MlKeFTswQl+n@{zm4Kq{tIrnglhnbTWWv4SmFS<6vL>Xxc`VpxqZR#F@T@SXlWe!pgJk3>N$)_XsZ! zO#UisZf2Tn#;Pr)mf%nYuAo*CF4S zUY#%{K$OI939Oypm0grHX zpT>G&UUIlQC%K&sZym{cwu6slZjMOcIf;{s)$q#%{Wx#D!Xoa^K3@!(2Xm|i)LD?c z!P8F_x)*Nib_yC*qcvaNZh98@GywgQXdXZrfT??cTy~T!X{N^s~RG?fY7VgxAu1+D|u4af4;`{3hoir_f z4y5F`)i^YO`5|vPm#HJ~p2hmRm;ki<7;JAP1W;pSd zPBB;z_qK9OHr1YPo!>o7(|U5%S~Xz$cB-b#B}8z!f*7+H@>L^L|l|*Xy%i)!hz9Y5w%!YlD=SbAo-@FNkAj0e!vKoa_FA~;8DC&_O#pW zi%cljm1WgP>u&q(Ja)t-q?9_8(hDXo<0h-`C8_5-5(p-$BZF-dESSa`d*x5?yZ=;~ z&qtPto!Y{U66-jP9W6SLNPLQBJ8K8#80PRa53vfh_|k806R%Db@Ba?%bs_qIty<{K z!TyfrC8Kx2tiEN1JF4qw50UjpErxEcFcT>o=OK=(m)tKLnp+!na4cN7zSGf3UmhXYUwWtF~zWA5#K z%i!kB%6czaYL6RL!wd0p!ui?otE?1h2Dfd=*sF!zy8I(_;_LfiRpcy>Ugt= z$ydv-U-Si)ON4clUZ?dbiklE%Lx)`nj!8qcosztF7dXp(JokTs9x7Ttt4!Z7kLBPa zRlN@8cRlZ=F6qHh4+*P(gVi1dxf==Pc_K{^Ma=wB!ej{BrI38 zhm|eal0xUw5u5v@g6$LO(SU3r`$I>4A*u}26W}Wd4%>?eL6%J2P+TVWH z`&?a5MGNx+lUTcgP_MP5y(skqo~J=vF)i(?*7!pa=|wu*_*NQUo@9SB^A-knN0QvF zLi7@4N>fE`p9y6I z26qN_uBSRqcb@#9fOsH@oKd|hFVPf2QVm5w!{ExGU*qCq83JoP9Mxl)8$-jqP4ueh zidCUa8q5-J3%C<(6G(aLq5&Cn_rUuY*lrm=8(5A01kPMsf}}3CF~{N@lMJ{fEslsN zC)R!!CtZj{YMXnaU3-nAzb82@U}pO7RJX!7nN)KUVjjESrTDgcz_`&N5zYvT0!ej*;Y~E61xeBC<`kw zK{xR4=6N40K1GoDDDjeaRz+s_r_y|-P#J?y3GYyU&Dxj1mvO$N?r81g~qh5 zgSKH z*YfJhd?yPVulDc9{APxa41z5C@E#Q1X?|v?%hDNVLp;+5O5+nVKpXQ&QZOV3DRpR` zmSkr~ifWKaoq(by$4z|(t%)Qx^f%i&K!39=G;6plyGu+ZF1=Yq%fl5Y&wnZXKFK?r zUoFynC*>gRI?4pjs|8=_^T=1I@&}W5FOtDM7ukw)Jtg^KajwPLHeoH7tL7>&W-3n5 z0HF~iJdZ*mLx>Y7J$j4mF7Z0NqTw>)#2YvcD-9uI+6ujguM%Rj)E~Mka$Yr2gSeYtJgxg!kT;*B#2{qhvnd^#amEy2# zjh;h88Gox!yy-$hfrSCHdTYk-(U&@(NmP)|TDhb@3Sp=PWcy6K+ji3@a%jgD` z0_;l=&7Y)sV`0A#DBrVcK6$2X3#4UY9%L~s*k!LN@;j3m&qj8h*Exw@$X+wI6=y_d zw_oVG`V`h&T&*rrl0Ph#I1j0$-dL(qUF!A8o|lY;q6t(7?%emx?@RG&(o)|+*hSfO z<^0(sl+pb*jmgBPkl zWpwiv+9j&dqCH*8NbK)|K?a~WuGAQj>l!Ur+2X?|CwT$O_&2~h(5^wkO_Os7?3Xdm zmw)CEY=J9UY4PQ3?)5p8bM|~cIhV^_qm=-?a!pOe+M2x0Fo9N-+|6NMo0Aqbxx4M04qL*uKs?q6{V-Cq4 zB{ZX1LNl z1HuvcL7Zh-oIuoui-HbJ_F>SMjqJ@6MjMWa$HLc%Ia{Eh;MWVb&EN0OtqzTxdyqOQ zg!zwv+#1(bqVB?I2mj*dM|4E2hI~v>p7(B0pLrs>Ef>VEt0LatoaMH+79bREZcr6c zMhL|8wiLH*F%@b`msYK$&^%@XDd7(Nzg87T2u?vX-flL;db@s?(cBh@F*qxw&A8;$ zYZq6i-q&c8osm8_N!*un2%_MWN znj)oBi;W3zQ=|;nJOG;qL1Kg_^yNgjtB-M)(iJw=lVyg)jEvu9L~9gg=i!U$ZcnB< z`-0ZL#&LnfVoUbj7QZhB(BPs*5K8}m+$4by3+XI9XGkQ86evEui&x_Dl{ZFpL5c4} z-Fy&DkRk+p-$MBWagF60)F7X)U1sj$+_qjahIDa3zGHDK{#R&NCcZ%t*$)3`|_`)yl z6Y{z3p|^ry!cL_+G(t!_bTdCdE308=UJp$(^Xt6*s)Ll+wENBUo@-M1Zd^0Ch!*aA zYetF#s6NlWeKM3XE^n72Bl$dTq7ukt)0oejPl=0ZeLJZnCc52g8@-X+ZN^DwIMwtL z2oZ14Ad&j1-*(itLs{P+0ao}R_wBr|+K`V??jp8fkcY3tT96@7_C_Apn0cUdSo4AX zEY43Z%PE*zN!F;AUW~M~IL+)s2(3p@=_WroGkh!P8hjme0+h{hC?d>{cb<&L{Q-yQZ}^Cq#~Kif*ipIdqTFK-PDFT4G27O^uXm+#XzX`WQ0b z{7?LmS#Q{yJDhv-Q}%r@2A3^ki`KfV}#hg>?bK^tXM)7t6W%lZfO%kj85_qyF4_d4s_-08dkQk(!OmOL0M zZ?^lh{{gR0a^GKiJRF#Ax6`}%zWeODoOzeu>fhoa=zU3eoK^9ysom(${ms2R&+Fv6 z2acWqN56aD{I|d{m1`@%*Exn4BgV7(A8d&epu~5pcd+ra2*fg^`Eg6YQ z+hmwh?H-9SfsQhnYl$Mr(YbmpT3^s?Bx8%ls1IsN;47YK@GG8XowiKr9PaC^rf+ta z%w%|)4K~k&uEN6ydD7yJ-NbVu>R;U%x80ShKN9>}?Rjbh*k+sw`sY0V@$?|7_afS% zmH7C3*(daIdf6+~vtAmZ5mg}@RZ*rU9s+Ir4wDlqr!D4Q5E5DQXc*kM14qUC6yeJj zo}H_HJmB_-yQJBosp|GdO6-B7I(DN0L-L8_xQ3|jDE;1{G*}M3_f$2*)-L*>IAx!j z-HMIAF#^(-5R-NdT~j@m6tUC16EkBHB!7x7Fr-V8pJMmOLQ$Kas(m8fpijIb_$ri> z;&ngC*Q$F$uDn%MmXpNXs(7u1`0#1)^kwNf)IayD+3OIAv7j97G|;%Nmj-oyDcato7~ zumwSNPFHNdldQ$nFG{YlhyfZsxdq*@VY>-d3OYGw>_)@ACKk%^%+ z#6_%uP#?R_Vux_myo4$=XN(Y1v~$abK*_4BV&5WLe5X;b2WRvkX*|;*_O>fIzm#57 zl9PJ~w(P;#JM@QpW35DB&e9`@{3RxROBsl2mZad{bq`T751Sis zaT()PL2IsC#@H;>D4M4`Wym(N~{FbF~-s!DLs8>qN;7&K!*8kcu;g|KR_ljsAC#?LIFfh<8WHA|=3+ z7xae@*abJ}YMN3Tw;G|bBxRi-y}?cm@Q>JFzUNiw4b`pf=qFWJ$ruW#6*;=~RfQEO z05-Cr;bRyKW_fOC&?TdnV=v;>mV)5aWFjx>Kp_tY9d_~Mb9naYOD%!2H zt++?4B)UtdR8rLpUvD0hn$>EXO^~z&UNz`~ny+?9SPz+QmFtic z+gI@ekY#){gptxCX26#7aq=%{2ydH%SO+hMqrlkwm?PW~E7LLupa@Q*a;jrcp|Wu8Ny$JQdFPPbJ<(Gd55476Z{7~knnBmV=ZiZsq#Si2tZC)bFQcXko! zKG$RjzqnzwN`zDaU&tWQZr0=J$o5VDbomGAS)8D;ZfxMe=@um8fZmGWe^ zjr8GO`V)(?^@p7N`@$UQ_@N>xk3}KVeRPSn>5=@%Bnmjog2s|Ba?IV4ss?UFw>!M9XzY!@ z8itv*RM@jRnCChQe~NOf&mV-(FjtVw-;7u~<8*(;u+M!VObXa3@H{M{0U$`l5EQF! z;l?fx`{}N`Nd@E>XUB_YU`#v(B=}4!Nl_EQ);l`~|1!c=;X7}UP7=zk;DMoE1Dk|$ zRL^DmL^zv~`%77#xOWN}p+a55A)%|ES1z#m&o^qBpDrVphx)#yJ_z(Gg40!bmjRt* zV@zTfVUklKro<}B(N&)uR&<-*WY1B~V5eFvKt&D84O)rY5!2ZkZ|4!;I+Yx=M?IEb&P^0%p~J%d{u)%!IPz5) zC5*SwN#vAUa&Y1MNC%q{toZqwoh;XOiTI~GgnK&!gZ_LIAq8HTzdO&h4-idi;P9dT1A2UUeZFH5T!16p>69r|PdkLBTw!`$n}Bn*q^V zv`&p+g#5+#8PtVghpt>G_pB$xRpUz|p^ zkG5}L{#y7lD-x#aH4vkKz5GarkCd)F5nc5(=Vg?>mK|@^e6ZM=!9kWchYVGH_k(Qfc0!lodYtbd!9e%u{+k8u91P6Q(KfSB~1 zd%Ja{FPVa9$BBKdrg`mD-|vR52?8AD4qIrvOX{I92#yg^%u<48P9*{hdj2%!1<+ql zm|&WRt7c}1AP`?SJBnubM;YKJGS(o0T=ZaT=)wwY((G@f&CjJvan@O6Ou6n!LfU8I zOQBo7dgmwm1-=hXM`0-9_YB4{G#Q1{<9x1}z)tzI8AWF$TCylw)!xWGfor((Q7q;c^3C8968AlU2OspXKo>ps@HM!J`i8 z#GAq0e^W}RgUm0fgK|93GY7@4jJ&&c-!@5Zc1k_Wlf+<_FhE;%LLQp=I;Grqsu5pR z2pf6i5VOK1@_MR>dxYp>ZHG~^caEWbev%Gd@B($37kTK`Dsrn}-Wt?SCe=*cTcvS? z1Bs~T#qN(e7QNu@=ta)CnJ-&6X!UeJeDaNAN20+I%#l!11eOt9B68cNtP}9_*TW5p z)?W-n;ioEf<$${;xmJ3%UlX`8YU4Fbz3}5<;I|Di0VD})zWp|Pwz{r%$3Hdb(PZ{L z9jNG{{S!Yd$~Un-OZ1BgYwsXhzNdiH%E>fR(hWb``4U2s+$CyU(FJ+*8$8O%5`ZvV z{$AZj8nRwXvMZ{4lJGNXSODb3XLo2Dxb$_i;`fM*rf=FlR@I*^G5GqWR zIF9>9H)ZHk3o~1UnJIn)MV)QY>M=MskhtO%-cbmBn%o#E=&aKkl?V>}8kaOnk~zfO z(m9J>x4|j$(7Ulv;IPyX7vqjCu3j@m%1h8tKXhhn#4@#5|M*KO#cS*;0K5{Uz-#CS z*mkF6!(+zAvqqeU<0@Mc2lXHAIcd%Q@zV^{BVwDJ#_$Xp1&1PUWvWTEb_%B5#k(Rn zHr>;u8ve#LF)bz%tsCM80JzB2px39qUGpaM&i*^JL%?qWgaO*|>Em9O(tejkP-d;{ z7YCU0k`RRWlrWx6mO*!Yhc+RL5mRd<>OuEw!7w~21ul!Y4=TqKc)N(<-T6Kq1S?|Q zW9JoicGg<82)D#8$r8V@LWxm>s&bU2Yvu2In}=9%QRO-Teq{bT-LYcnd+DQ3_BHHS zJ(hY`HvZnXZR^1nSAq`1I~@!by+r=o-3(8aJ)bD+Z_f_Vmlk`~;@`xB4NXy^HBku6 z7Mrz}$Re%PGfT5tTscY66DbJS9O!D_BKg+2yPX!&$@MZ>mQOyzZR$gsbuWsup+k7z zg@j?McY|W7^XqaU!=+6>2V;Jsj9tpLY6(ESm~q<%3tdBStV`2J)tboK>@xz_)t;pJ zVfaR~YCO=_+Csn9YQiy<#jH!%Hpri-8EJYjP@?VOj(2vL(^}kYEmIO>ffQL+qMB_i zcKGrgBp+bH^Lo~6HNIR7Ipgt2MquuZLQ!GrQS8Yk$ln$g&D;`IG(0SRlk2(RSANmyrE}Mc3fDzw1T5 zV){93*i0mR`Lr3#a-nk)mLp9v$+k4tSxi&?0>~osBFSffFHRy9rED4VJgBE^tL~n1 zgC^I!-&9{e=&e@$AVyI*c@o8HY;t~2tH?P)M$!3C`k%$Q)XTS)A^;H>az)S%WGolf zNmhTR#feowVUDKQ+H9$oQhH!zx+W%Zp?MD47gastm*tEV2wPIUt0cJQuE2Oq6r$)& zffCdAp&-5a=e@#HvLTN@d$dnHH+zN3xFZvuTGGlT;MI8i{81l@aa&y|Yk$)C`*{jU zH8H)_K3rY!cXzEMkWx^U?p-W6f>kG43c74AleHK)X1i-|NY7vytqYnI93GkD(CfVd zqr}e z;s+e9zh8C!;=Rtup4rXE{M-z@qJv_^V{>Gpbz7lfq#dmd++EmNvhDU+{W-ql+NJuA z>zE&!6<<%p=8zw+yCRv(L}=}qY`S_@BMiA+LrAy&)a~}eRXeu)^7Wj+sN(zt(_cp8 zrXc6>wDVUJcLP-Od`f}SHB?dn@;^*$W7lq-+AuEKTUzEv-6?$2l{Q8yh(GHk^zN-Rv=br5*)}X`gh^5Ck*eoMd+6WfU97nP@B3P@GIztV24^H4_rlyN28> z^b#*N1flcXOE@I*QHv+ZnRZ2Qb()eX+bw z^&qQ($|2aGx2Dj-R{(%rR;$^ZsQ9GI&55}2lU9a7D!PR`Hw>*4F)#l38^$*$;CNt`{c+t3Pxi1~ zxhWCNry=*jDY5L^ZiCi;t*!|+y}(Rj3`=f!7TK&~dS#jZ< zq+xm+0OYZbw^|LRY6Sq}X||?u5;?e&|Ar)&_tHZuh)t*p_8&ZdxjdgyBJ#f*-uk%= z|9cz(=JGw(TR%VG`7`EOeby`gGS&=+)q;x)Z#3KY ztTwX1IYI!m!Pd2H_D2F`Zq;0Bt%^KJweREk{fT2{<3JpmtXm13Vjmr*0qup%Kwxmd zIvdF?3T#NTgG*8k>WWZrM~_{J5~fkBEo$apLfV z?q9-8XpxZB&ow+Zhdhy!%_SEdNLn18fV~45Wz*}kFI3^Zc~=Zr=vGdCM>VVN7*JQ-bzQqVC&qf_*e!N(HRY zLuj{E9E`}N;Vvq6UCtIdrt{gyQd6S^%-aO(lIf8R$A&;ZFD1G!b|X`^q35X%V(!a5 zPjOu%-w|(~V?IG5KCLlONXNIx+a91&-1_`zPF!4t8Vcq9r;zf-5Zd+BZl2et(|wu& z_7gDsGqYUz)nDoKJi&eT%q)*_ficvq7lo(&Ta+N=Nlj+|i<4PC-5TwbR=LVbP{0>y z8#f>JgPiI;KrOy1&6yn!iy+Y6bHW{|_cX&4tAJEsk0qT5T>+R?G;~*}nF|0Di{Xcl z2+8o+mTIrXI1)%i74677gB?5#;dp2VddBNrVrV~Pd7Vj;`?zunVsbNF zM&+7Ab-mFzBlXdO<2wJ`WCYa4N*ECfX9$}D)+qSqsHTi=`UgqadHMrOsWCryP;E`Ux(Vn4|#{%TXoqOz(# zFnoldn%JV#$?b#AH%SfNf4IyER$Wtt^&rNw2#dOy)QInTw>d>u!bt_JcD!4Kbr(o+@@wu&;^p8q>Nut8aTIJ@kA)q4dHrET8UGQ1(K^+TonR=?vY;CW9DbdePX1=2G>a zGep-$`twAZNCwYJjk~s%Fr;xe5#w zehQq{Aw^&WL8-u!SE@5X#f?~{fhHZE-J?eY1Oz9-H%Fekmt>2bv5s(jr5U8$KZHt8 zkB^mtA0L%$yJ~7O0x~@iqT+j3;2|tZ7~oow;|XDD*dl2HllLOC9~Ycf@YnF^hMt~( zemM;DG%|ttgZ37^?zN+MnEY^h4IPU9XOBn61h zgD2SJdZrk$fM3y@f>IeJfE$en7@qJw;v~3$`Q4Fvidovmw8X++Hkeq?h#jLnZZ7(oK?b%&C@0BtN4wD2Sq$SIhn~JHo5+w{HQZ5o$Sa)_ zhV(FJq1YazDMigQ<0f|zzpW76!T6-|90+Z2}()4Kg#@R1~KOOLyWOpPm`x(7h8 z^wk$DG@2mJa#<=VrDgIKCqq_3u>|LLC#rt@wabsP4Tj-3jFQivF1xrJ&C!EgGp zQ&3VH=pa1N1%~RI5y>@^$CgYkEgVT~DYgkh2r-<}tPzNSWFtZ6iQG_wXTec&JnOTr;9b604i5fQl1&!+WHr1Y0rj|97zi8G?~QF-4vNxq4Hi#a1siRDcLxW~d0FUvi=&XFJK5Ts==Xg}O+s=PfyzH#)jQ)Km_R)t zoE-J2KX#Q4l;`x6`5zKy3}q?z#{pFJEh0~C+Kh1bM90=6?vPSfxyt1AMTNs~3vAwc zFqeQhz5OU*?O>Hh3tgBdZzF1oX`q`6KVn{vEgY`h!Zj6p$L$5GwmmMaX!IQ$sB35gf zrqPw;l0VUvE^wy$0yX6Qe_G}&$wgXpRCKEnsOYD;2iuq(zeQa~ysT3u-?9L@*{iUt ziyCQ*Ic>}@@Q6$`6T&g9GikFA+<|@{z`uUtq|x-Gg`k}1_T&u+yS2oG((5aJj+K+H zA}>|~A-&h?j?9d$LD$C5KLwexYl>fH%v+fwujXV1A>O!nPBRKh4nrW!fI6$tB67a$ ztQDV_e&|p7l)5@k_K(~+sG-k#r`MRI*QbmV;4~PVpw<`!QO8@vV^jogCmP~}c~6Xd z7m3q}n+OLp!#Q{FBu?Z`h(X~QPt>cBVzo+f=vEV)`)c6XkyL+ltghIU4kc3ubM^;w zGH#7HJ1-5-j3(Inv60xU*1Qm=x*#`L$p4+ET?&Ai;D_u{y!nql2 zS+2bArGoiu0vP&;rqo%OU3$1LQ$9lH_-O-M)N*|WE}1MdxuAjwZL~Q4q!I2o{=jCd z*RW8`<=TqYI_1(w?Zjo9qIgj9Va|a(mATI%31?zu<)q`5iMO{d)$fA>FV|)x+z2Q8 zQpVKSc%FEptT_dtpF(h;NVF^=W6QuIv>o9~E>UV&ixCqdQ+#Vq-yzZ8!oNoqC=uAM zP2M9gN^@w=-4shF>pW@oA|ic#C`i?4pUOg0J~!eWh4D&j3r)R9&?akd5J5qIKQ#?K zLw?$n&&_q4v4+-9nbYs@AGC~-FxgXY*$< zOwtAx2l4rlWL`W>zO8v69`y^Z1S3 zq9|XhKOpIR6;Skg8oyUvn~$L6;d;P9R&?w!)}#x2eoUMp&j)Qb2wbwm8?hO{yim(1 ztw>42YB(9Vt_t$3NZZz5PFm4zQjO;HNbul1xE_HL+S%Nfv<=3A;^*ExQf0r6(Sp+i z_2FnnIH|n+OxLZquE@;gt$s=`het`S!J?g z`>_@*wF1}XPpovD#RC}IJ({9IOQj;O;6OX0tVIM>_B+01zykXFlaqhWZy&B8A$v3{ zk>Ywjo))XZKA0csO6$XgO>AWUU?rTKCyu=_;s2_SfPn!Q3+wje+IV-N zSy2z5=6n6G=jZU*oPS%A>$*<&$aTf7V3VkA+PBzS?49+UXMnmMdi3k$Ioh;`af=^G z9(%1Ci8ztHPFa|F3`xN(J6-K_5iD6M;?q})Y6cofmw<os5N_Ln`x-mN{v@6^0R+^~7WrU1E{>M3{^jOHSX5r309%b53cn za5+qar6EA+{9s^r8b{p*FZG+7h?rpEb8FbSdO5KlX#0_5!+nZ?39hVZmFwYmlU+M) z2!2{CFyp;^P{`o<2)?!RIVvAyBP6=kE+k3a8-9X=x<{TM7Qf+hmwoKC*ep_)7~D0^ ze?7!jDh0nZA!WWKs8i_U7QaAlJjj)POm(-<2Hgmo;z~cy;rdcQ;8>D=2xO&k&enx9 zGg84U(IB50FQglx8H=5mVudi`eqmf}aDj2#f&2I3UQu`N{@bI6KoyU`A;K*;6qBhs z)h=htyI-$$47_P!H#Mtnw_=+swfFVvG`k??7||u^oDMR2d)C3tRUCA3Z4z>^uXbsR z3{HD@AMAlUl$g!s$QSSRu_)1N#UHMf1l1j2n%itBx%5Yl#iMJN>x6J}xu3_8C z(fJSiFR{ZciZVAC*GJS2!$>sI?&_RiRszXT@FcOK>-6&i2Kq8@T$v`{IbwIt@CNKw4?TZ7A2 z`=os9VT40FY^&wq*^P+-H9U4?A~?i?y7_qvbT=kJ~x#F(OjW56LkN2%4?{^3+4Y=9?*MqjM1oMyyy=PK^Aad zaoCc!MrKN`Rmp%t=ahWT-m!$&A>!}~$f6Bj{Qgw%i~np&9!aHI`?zn8r);PMtVrWJ z6)Tg)lzinhKc8mwT3XJjF>;a8TPUKrdm4o>h>l@~+D%CA5KBBb95eNcyjPO<*rgBK z`)NRkCI(Krcb8O4b@s`nzNxS_6_FW8$MFW4ZBTSDnSUrWMh(lI*e4jdhm1OPD}KQ zLeSByU9PhN`hHaipn0645RgcDQrk+z5{y4zAqjRr0kIYHHoz2IUNixo+yr=ZF7n2wkBj5yd;;AI6wIH zDsA+nT8XJv70{`Ns&OVz*!%^fH8>@N)H`R%12wNnkTF>6#i>m4>|HPg)1m45N=-fv zjys^Mlzy)39qdpt>^^$i$UABx?@jC%Ti-k;7kV&Xe5C@7tw%#7VuUk(MSD|aPAuIO z#EX2?(V?VAs47|7tFGoSiw>>R%8D;8s6juR7+WF#ytQhA@q2z%k<0MlujDBtJ=72% zu_&A&!oS`7ieHbIC@M+%5>R@j3IlOEUmoN+)dw=z9kNja^tk_$_y6aH( zGMkWfUAz0EGvf_$np)Gve5j+oZ|#KlL83Y9i7O1XDYtQk6_O5Q=00=46^VAmKB7#0 zD_$t3?UK*GizVCvg%Ou1*jBE11rQFR6_;Z6qA*TOO;IqiCQkJo8^I?uUYo*Jo&V~! zL0X{VKQUbU>jPU&1J;j6(w;}fK!NDJFmSkV7yH)?@8YiWCy_)!@FJ?5qcss?JHS~b z>m$e&=s6}qL@9mVO{@|p%!5NUUyx!Qgpp*ul-_8 ze7mG0kJhri3|2LhZ%kt9U>ox-f}GJA@vWGs^5p`0x_c4zz4QJjnh5^77XOJR-cV3x zx|x7xnG&5cVoWc67H2x33_$4>+dXF^#t9wD3 zzR&zte2MuYH-AYLzzw)x!KLrF^KYxs^xN6s*L0a5_$6I>5a-@YfHijizo@c%24ME} z`}_a3|A{K8{}CusstQ0F3^;QMl)swFA2T1QIi26b-oM>`$q=Sr_{F*a$_#3t@F~S_ zg%fAaqZY)>1}m?f`Zu8-j8F1E=wtVP2#4zbKowaCGwxqd<@Eo9D!(>NwJSZqv`bP8 zKy<#|{@x{}Hk&3q>XmaJ2Cgaq^}e2{k)S=JEq%0TmB z#)Z&BnPRRejxVlrm-~`@{Qf8Isv5%D9@pF6_XCmuQw8Go6BNlJjC#q(AZvmYtC1AK zv|~PzzTctE(W9fHZ<&c9WVqG})>cNFXiM=_pq^VvFW=dJVFL>F` zSO&@pXpQgfjn2XH-h!!t;m;4=ups^I(2Sa8%rC?>WfmNrx`RoA(@{o_#qIE$^jD`x zq>KK#5IGUHS8DR?b7@TacHtXX_N$DtO!52hjZ2S(>Z~U4(y@(9>XVDSSL#0tt6Z#K zs$sfj6*BhGZcQr+vtxi){T~nFGAi3vzOXs!_L5kSp3qML{I$>i=&i2?1=&%RKzMVQ zAt$W;zBUQ_tMo>LtM)kq0$Akpnc1($Yo3*bm3RfEbX?-iz{<5iJu}c;hygGw6O*k; z)oTQ?8!rxTJ24$+c^LU-B_A@ad9QUz z&*eIrNhulrSso}9pDG|$8l*aPO`gm2TWpHoLSCL8CmO8WN-QDt5DMV27uc@|QsLL2 zDFuuyQ9wjj$ilY{T(lwd&2WC8G8xi%I-YvP9PhC8otLiwBBz zG`q_$%0b!6$zBmFq7<1l?6K zUo#rZ>*3a(O+L!kIe=F8(a|!j)*-akp&i373nGiqek*T@^3K*5*<)?%kG2MzOJJ5N ziL7=Y6B#4ay5cVWcOSyRSBM2nOe}XpU8-0kc>#|4Pw|gDn8a>tUDEdx*>Xn_R-dd> zD|t4Yn&r_=#<${azmEN*k z@nc{l|Cy|7-Xk}ZHF|(N%%b3G33J^_SJ}D zAnQ3t{H$%@D{Sy%6}*PD?vevss z{9GHjMwrDEZ~j{Ux)~>FULXF|V@dSP`up7g_>bL6_z!PwgI(fhRpCqDT7k|`d-c>o|JZ$yJzl2g3XyaPGRciuU zz9Uz~&Qe{-zXB{Tde@2{wIzI~H{NM~cN{3ZQ@*!O^Pg?ANbL6aR!f{E4(C1Y-te6r z4=B9X{`R=Yd$hG)UHO@Co?G!fzyy7j{GF=)=BM0$khh&f-x>egLQ7rKoqutJHK5%H z^9I8^41*}*mBl*@SOfcgTV@LXv3g;sl^MJe3Uy%UmE6SBfV`HQy|PLT3VR}YVX68| z4~rJOvb$1K^^<&&SM{Tmy7CiAdBM9}{G_enJ3a9(>umnjOIKZsVvlQK-NZw6z!kK3 z!1ek|$IOFLjFONUA}m$bgGaEz$*WUVt=vy)@E4~?YA<1D1+qG81c*FLVBE<_jL~h?>6vO&A2!8%&kUCi0E& zmvz=ePVmNn)fR1*UN6Nr|0Ebn9CDwNjfB$CSgVs<2Hq-K5{Xc_h~Twxq-KrTcR;8^TMOd3GP~>=aqvv5f$Q{v_xP>Uy0| z`F?GzPtN*UjV8J|Fs#*m#QvO2&VIe;oA&H;wO;@l*$KJbYAC|89Ix=qj&n_bggK@C zd(TRJ6LZC8K31o#od33(8mMR6XOdT1!?}r%`4=0N>LJE-U4rX*nU!UXn#ct;^J8tw zPsyL&<4yu6lQ}Nyd;8(*w)f)tvpbq)Ktjvy`RZue>vr2)>*KHrYzQiQR&B>deKqAn zZmi9YF7%vmqDU{Q&--L%JzER3;K-vFu)&ryadZ_CAywCWvzufDbv-E|< z^QF4`_7mp$L&n)q;nQ@!RNkT7T5(UK`2x>lwDsp;;`j$= zu+Rf>h+>M=V}0aXuvYE&R*NmAedE+aoq2^=iM*XxwOOJb-R_7!wG~ZN`TR zi@Fb0kVwuGwRlq1riAwjI%3l{>SJQOLg`QCeh%T5A%=);C!VbmOqr$AqcRc&>rrR! z5F;A0OBY>?oRWw}rPY5GP}rZ(0=FEf0ZQD3@cY97c9I&@o@G!U)L;tL9Hu<0Pn7}}5pDi2q$K$8JrIVu}zwfl}4qsGj^7)9xTVj3BuvATZ9uHb` z@W-D;e_m^Hd*82UzZSZK^$7X(jQy`SMTPVF!*gONWIeG$@q54)b+Mh>QIjKW+t&c6VH>qzY^P@wAujC7_S@qwS_loUX zXO*oaVXPPo@eS!!+rP$4o0gn)E|%xMejA4-E~}ItzVvCymU1)aWkJ)~70#o>^!Kv1 zgZkL(hS5n}N7;pOnQwc}R9;fUt9!@b`afz64TpM1)gH>0vnEI}lMYc~$;_yK#cGA_ zC2zfG+}!Wyz5h`@ScZOU66diU&fB@Fp~-oB`VE`>;s4@u(r)X$C;RjHBAI!&1=iE{*lg(gd6Dav zEeI-et0hi+YJM~2Y&=fvki{vuc`>m{8o`6=_4X)pEKfN;K!!4@PJ91$egyTRDAZ1j zO3X@jw;wQNr37aK;cn+8q_rnWqe9!hQcuZH&F<+YmVB<;gfnht z8`}}u;(&)?(#3hkwvaL>&a4#l6nPbNv>hbn-Sw(}PN5_egrD#pL%v}lUwZxzA<{{! z_^V*S046i0Vc4_%zXfOMK<#o%CQ+#yLd0ynY&QCR%ghK9rFFS1Po!|F1Tq$0jq7B| z`5F1x;%Y$K2#=sQGKhBT+KRoXBs^RlNCZoZX=oOYVYb!QT5iP}5f2rF-BX++lR%n? zG!5fP3*Q3L-MBVYHF-hk0*%pBlrJK@1-a2yFoNB(Xw5pjW&+kp@D8+d>YAd510^i& zF8UQQ_|;*BydX{s0(VwHtPwfkUmui;7@D4VtR!rrrvJ60d!ft@Xw6GhbO%^Ud1LY- zpYWW6XAV)Xx9rN0O;z}|b>r4HDi-=U7CN1`04GLcG`}H23;i`Ay#W>Vlzo71Qsg#> zwWFIZY2pivVb9I6xh;L7Yx+$Xi-M^24)y?pn?ykV;E7`AZ*TYd-fO5~H=WwObL zRh%i{n=2iQ6--j%6sJ`cmboa47i(p@)o}{ji34qH2lAoC4ZzSO79yp)>+DsF3Zp8! zHKeJJBoQ~wvzRol44$P`TEuik`5IG+K^Y=6*gmUwzxt%!H~4V-gkBmq0cuvuvBM66 zr&5stS0OB^f(0dMb*096{4N-5HZmqyqut1<+G^D-O!jm8K8E2mLdPwT090+=qp>Ad zWQ#gQ0MGCVUFH7ptkx3H@ckSC`)NfPv5TPY-t-Jm+~TUz;ri%ekwE%|kpb&!oAoh8 zz{TL@95qV$zYgMOEx6&h2s^>v2xQ?-0=0LU`yOpGP6_U=*YfDp5B)DL0o-1I=1Tbq zP2sf*&T-W;0Jl*%YWkw{an*k-_)UJNm;0xeDhNg6GMMEl8>JC?2w75_RE+&S>&O}V z&i6sOw?RBAgOAefSN-Ytme)^l#8JB}IVs#I3qzgCj-Zy2ucHV`Id?+TP)zQZ#XTp- z=Gve}F|9)pp$9|w5#TCn>%@2>+Uw)BLnRN)gDY&i#^|g2*4N~$j_cjxCd^xbP2lq+ z1Px8xPHvuMT7>57oIn)#?{O=8TrP%<5LrEH+Z)usxymGV1#O79@Z9e8n425wP2<|54Ir$x%y!8Df?^&|}ljA4l%f55ZJ^Fb*<+oT$D%VUZR}Zg?QuNcK=H0O7%cw&8 zOBiXAYpmOWZzRqd`!)CL9q!!<>#)p|Xa(8Ee45&(TI$7SbohC!k%<$NNv(C&`*o9a_U9^x3{kvtJ{@L2R@~_7Z$F!Imj4-yU#m0^V6Z#vH zo5-t3vFiM@x~6(BZg=dzvALc*c$ADKrZK{M66Uo`L&2>#KDIUcSuQJMs%`SavC;eM ziUZsp;&1krg0|-5KaIBL1?Y%wpN#s!K=C7Wvn6Pb!w)b8E^U~ZJ-3LdqlddTy!seD z{Bc{$>vuj2D68pB6;jU_+6~~os*R+^Yw|#o>-yT&%$nd~DyxSQNVq*Q$N(xi?r0Jn zX4%uSkajk|Wl~O}h#o+$WP?hS+YbDvD3(|L-qTaLto8R~nQS77(GzKixq#UFU^NVf%z z*R$M~29Qu_sGa7WD0x!*A$isv;?)nGe`S3fw=tbb6I019W5zX2H4-P6#uZ&@^0+iY<|<6LI=pL5pEJw27S1%>d7o;0 zpDJ`v{m43a?PDTlj1hI`A$3Av{VA}1uBGMa=s_F0`?*@lu=5-Ie9Tfaw`MK&Nx+L= z#Um?vg&JKg{AgK8yM0`kBJ``9S&ADmZjBX(8z%mS*Te;x`5#tR7M zkvO*l>?KQ74#FHJU_euhzOdjJR>CyZ6E!q~RMGqj1FR<-!5*@9CoFBm@+XWfT-8-b zihW{!Q6^_1`W^vUN*c}+u1G?S@PL3Ja1J2uBUHpRo$R+@|jSS^T6n(O1$TeH=dWSVb+n5QtBcbnB*W7U`Y zDlVzjS%Q?^tX9PA(u6G2IdiZNvSD<)$^M0C_YbQ)a z3(fkm;Ni4xPvSb>YcZtnG*dnTR{?;CML$oKAjvn{*Jiscl5Yp#*yo1z&A|>S*`y5~ zIk0iT(;+QJmbGEt%gSNNdX;pt#O(-*h|h93n>d!WZh<{c?~W-u(BH|1a*I4+M9kuK zJXE~nwDRqz_?%o%OMVTF?`b#VO=xP>?8Na@hKgv02m( zpYdxO1>+C-TU?EB3!*ScGq^vsvIavMTpU^A-bQ#Lut=F)5-vGiwYgm@S@^tmbB5`ISok(e-S^*2Z|hGNxS5lk$FI zP`-uYHAS7lYNnn+5oSZX%*ilto8t}!5T#V=K^<8{Vz3FvLn=Zkjh$QM(KTBc-D)25 zl)_2(gKf8JzZMR#UI=Xp74szar`Melga{=5ib_Pmw$_UEu60W!8D5YtDEoIdmm0}c%XaDj4an#+4SP_1wR*~GtLlhB+ajXBmPy|sT3eD4s} z?Db7Z(pz_l&^Fvj;(g!_72oQhy~n`a?bO=eyivD$xIM^L#f0JyoqmhdAK8U)r~i!A zwdB1fx^9G6ank_i-kR9|s(9cks?yWU*}z0$=fm5-tOSSrFT{lul*h6p$KL zlVC_2CBa;>*2^169T1+M1GIZA_qkzK;6^pW5sWUXWc(vE4|D+u#~d@CAv~@eikeo0 z`2CZ_R8z{ikjjL%u?*_&f0Z5^r`-Q~)0sMAE1H>ka#@o}^<}Z{??XE&%qb>_u zhKm=F7j)w0U>d@~92k}__fD!V@Gfdvl5?CH7UE`Hvs}d$vsMhuX>2RW{DG>{Xlug!p-Ywqkm{B%v!1;UXX-P)K*PSeUcXR# z^@V)h#D+Iz9bS!I8>!;`93(P60Zd^)sti=i)f=6ZZ7C^SiGO8mg>p;?l%6y}oNrJs z<+vHyM@^b+bgtsPztA`ZHxeQV*1pQUS!X~HhbS2ZG79S;R)>2hy;s-*GeII0YWaSJ z=bf@vH$uYBa}JN{40Atu4DX&GE`v^a1-yDI5RJ%f*|FSGXPK18=7bYa9Rjr<5LdTC z2D(P3SDPftoTcy=pGplLgAslDP;Ei9RbYGb%2e{eBG!bbLD2j7Y*zgpEU7fJy~poG z5$`=KIjbYHup9Y|&Lbq4t{4hF{W2kOEwOvBjJQB`1@_Z12f&n8lB1}E&TLsGA7kJ& z-=I=T=h2fq_D}LX@@Y}J5F7!V%Y0faH@g+9AOu?oBSo*ftx9PhCe$$|mGNu!x;7Cx z1b;(rST|T!+@1qzK5>(hvoayZ)j8n=&deTRB2nS~u}sM$bqE_?!Et?oe%ic0%pLen8rLCFumD$7a^hw#p`97%gIu_)@J z(O&n*lb-Aa;MnA`LK@vv8du&Kt@kzmys%y!9jnx=1b4k!9hjD=1c`YL*Z95%OyHA1 zd9Y2H3m2w%h9qv0sFu~f^}R37+f0uO%P$%*6?z6$%F@CEIi$PW}R6v1;6c4^vK>_&bijZ^Nuq@8ae`Zd0C|4Vc87xF> ze|}_uS-Y}aB$L;2Dz|x|%I~d0A`&QY_4IqpjzqMDU9)1xB$A^MG)$J;``m^DseoV* z(}{zrqE1AqVI*O?%6_K;>K22NT9FKcxr7S1qoV8EC686i;a%r<+?j7X^b@93^OOWF#T!3#Gx5r|$Lhe5}t-K%LV#hu;nGi9`rO zvjc~D!27AEnWMn^h*hh4CzYn=J`Lo6fCl*~kLASv-*EL+@N@PT^`C8Vu;f6i^;UAx z-q4T_#xzbgKvB8r|M?`%|T^V4GywQtSr);{8Qo`T#y~ zdWspih5iVGOBU`OuICq~gue5}m%PID9}$L%90 zmzn%IRHpQ35}w$}YoncnDNUlK>tXZAn9`OY=91VMZp*X$7}6TkKTXk$Oxn0o(ODvd zuD6Vl^eMB#*Ts{AP56+^2Kk2dP9S%wI&oe{~s$ z9HNi~O!D)Lev#i~DI38c#@`twqK5dpI(Ho}bcuZ;w zmz3%C{$vHR0LlZZ5uuB)ltqKgG_#)ox8R(2ZgqUZ6m+B})Cp+T`9%_&?AqgzL+-j& zlW?7t{Z#D4FoV5s_ z;Og(SmS{wuNJ}wh8XX4J;vnJp-34*1RpaA6@8#b7evD!;!^o0^S%PXwi-nGW1_D(L zOSnct*d_yX(-asaCYtL6@8|Lul~~%uV^5PUjTyel!UI0J{u|AZHpSCNMngo4ODtOL zMj&}Rtg^wlylj$!Z&YX8VsTB_+PjFDYJK&MXO3h`yOu5+kWmfjy)*Mv&g;G+vBN46 z)g-2QOX?tOdW;j1igb0^gmM3nJN7C127jli3{d-<3#@=ox!jJcZu$ND5SKjEc00T# zlY8iELM>%D7VbcF)hVHf{G~K0+(}}7e{fg^svm|aPLV2B!ws5xi6WItONYUl#vO@< z-aeldm7C4j#|z4bDZiBUVXf&W=pHUM3?p=A%@qr06iffgq`oD0$_tia0F(P~Y#I6% zW*HC1YIbQRIcx)l;*zCM=Z_h7`HlmJEPPC0fuU1(*FSrR@*+c)7xm>yUD^3s7zOr| z)g{wItzoWl)k`hiH#N_MR4bIDE@fx7hddE2*{f*<&mpSP)fQFDR@X<_)h5xLqXO}G zQ+nohjFA@;7imzCa(%4*kRr&-(koJSxI-euKV#Fr$e&{Lj$Rz{Z$}r5IK9~yuTJ@| zMYVg|KVI2y-x{OJqP#2f9&hDn)vjI~t9NGtqotO|q@fNGYcys=zHfvZGOU!?Y8ZML zLMI9!ZRju@yU_(fKpL#X)Ph!H37p#WXXx6FR5?XsBSkYB+bcl%} zMTQar54$JkC1D%tc)L3zpUBv{c=7pmgynH%iP<|XqDD|MUnpI2yo}LeV0AD4jV4S> zCVt>=e6?9veu$rgZ8mPdFI+<)(q(4B(l&9=tl>M&4bQJ$a=G8Y%?YTrFp6N6>kM0( zw6{T4lD<7&q}#quza30-b@vN19(N`lcaGn0%X@@2v53~Pg>a?s^5GLNFH2lJtf_EkPuaKolWh8{ld|Ir_dJfK#n1(xA&w-Ai6y*4(*;F(Pl(HOI8tx0? zhCA{>M%$GG+q=1o^v)6|{+dJX3D~^|*am=jNZ@2K@*G2y_MkdU=6J-ACekXqfZ8Cr zqI^CKE#zQQc7O??xrv{Xz~HTDIx={8O>m5fH+&WY0NF@^iyiza(57pA)CNZ^!hOz< zZ0<4b%T3p};fxaed;l?D{p!R5iFOwJ0(vALuUl|9ReQh@6hOp+umSR@!z2z6_H->O z?9?p~A~z%ssHJ`*^`ng(xk!R8SPYa>|M=$@3B12kc`V6T^$3RDL>9q!cu>%L)#W?WY3$+CHuyu6|Jje@bw$|Fj=|$otR9h3gWYFz^gcSWm@jIy*`#D!j6E8EyksOY z1VvkLvNa{!u#hoR63M&{$dE_D*03GVC0D<{(7R7XrRR}HUdSp&EpfqJsdfm);@E;? zZ9Bh~*X^rhH8<#D)1&@5{L*f^Hz-`|omTi#!(v9nM2xJ&i>xGn-itoEC6%Gt14o@w z40rdpO<7grT~RE0Ux(U+n-%aN#4qpn!%D)l$~;~eY8Mm$e;DgEzfzq(ioK?} z*Z!CsUM<4?*Vy~%-uQYR43k8)Gst7XnciLxs91|m_f+#os-wM#1H8jMh&6Dsh>Lkxp?4@L6A#aS`u;R+6w*`QyteTYR;)Rtx|!p z`nxU9Eom>|%V$5{cr?rD*1YA5h1W=??y%2Oj_CG9pBW?Ee|MrvB#6dvsQbk1M)KVJg7yKe3p=`}31) z+7?Ec@7lq*o-fSm*0Ck=$(xDJcE75>59pVZ_c3gS8ItuyuukkZkw!j%R4q6HsCR-g zUG!V^;5A~%v-y?2sNMyqdL1!?aPc3YOsdT02D=Tf?S%zK^ZN%ZFU&AcW>K-X_(D0R zPIpZsqmU_sRwXywRbGu8lQj#ze6~QI?G0g4=d%P-WxBUoU_`D^@D0)=2ur%?hq-&!*NsQ|6g?oQAtbm&1Q)olE1XAk0|CVbU>=Mmk}(Z&;jS$Gi*kb(sWv{Z#c}HYa*!EuzP{HHv5kv{_4r z>fyGdpf-~J!tTA@NW{Y$go%=2EpO8#Y?6koQ!GCgwe_!&g2Z|!3q)rpC0Z@bc-7I_ zBV_by_#kThD~IFO%z3mEugEwKw24E1dVLBS?Vj}l@l2p)nfE?lD^mSOcD)kh%I#D# zEN$j{{BgV2#dT@A~LX@P;Kl8}tZX3{^r>>TgJ=jJy zjrm7pBOr3A%3*s&Y{F9v;g8d(dEkKC#tBu0I@?8JE}DseFiM>9z+@J)7R|<)32Vlg zdq2ZtRr(!!*NVnL)E?54Xc~Y9Zplm*;*>Ze!BkLw(_f~?EORMF>oFS=k6P|?Y~W!U zsH60Spv3Ji(%GPO%-gJ?F_qx1lB$zAqsn)4;3DHBTT=Oa2QqVfIf0wKAOwE=l%uol zC=7)DjEDvju8TS_gpT?9a4z=sNb?RGc8Gl*sF^**cF06HTq?bI;7c9gnUvqs8A?A5 zNJbsPw41Amqr8@E+IDs}g5O-%^n|#>7eII9VT!kB^s>VfhB-l~0Hw3-I9lu%h*3$U zpGUMU=r!>o3GfD5)x;;$chee@S%-(2Avk2^g(as#IazDsUiCPtM6Bv^sy5#I?pL71 zHY7t96`B8lMs$UZ!dXlQMb7sw9mw)q6cdLWr|7+M+_%}hhwa{(2hS!87~%?LQ4Xm> zb?_zGZz01uMricN8Zcj`LH=l){Y@ATZ9CmqAkFdky~yQm&{j(W9fN#-S9*IYQ%kTU zQ$6-u36`IhTpo1rs)j+pk1h zQ81e5Uq!POiVtuV11J7bxsPFUFw9WfFp1D|viXaH2CY1UQ8A@j?(o!EFu@VCF8397 z^aWRqWn4{M!)8rvKcoMDpZYyM@v4mrwZTn4XsI9wcVGf4ECQ|JN>QC}7KE5tFW+!E zvIX^cTi1<an7yU_}Y3FOWL z=%kH^T+k{`JBFyM98C`>nr{UV3b$m^Uo z6de55Cfifwbh@0(vq}&z8jEP$4@U%ALW13UcXDXljFE0D1)_Gf%-vdsGTA_-n8Uvt zvV6aDu)IQX9VZHvq`I=TYEjhA4+ut9YfYp1eckp;F-2T*7mbB2lH`!2ObFCG!r!0K zA5b0C%}JRGJ)A1FRq5Fv}N__&U20Dc{8mj_H@&UIt-mYBw=!)GD5qaNVe4uvS@_GdWJd2zpwk@0?S; zU^@=lJxQ_*QLMp`QOB2go2kxV9vOSE9m8Mjp?~r+Jbzm@zUR~~pGz4{U*reNXhi9~ znkSGzhfTYuUoQ1Eg#n{VXm)*ewdn)=zB0!rjAYGt0cAXJG#PqOLIVP$YnzSpp>zTK zBQVt0bRkSI60r`C0|QMj1Hu$F{#VpvK}ZhK5K&d@$zN(rh<@m=KD+Et+m?6~hul0x zP#RV06uzc-xGkA4W&y@;X?2s1 zM8l$MrOiQV&*;@4e+lOi=~}5%ZcHXzmvA~*{UpD)dH?D-3-uB6)&~O{#*|wMAasT{ z2e!DeB0r|Z-XoJ9%!s&qfaM{6+&{{A-JFmEl$jdK zI78HkV|ypQ2Y}qh4XrJz0$7Ot#Zfv(@^<$?^Gn~tHl>r35w4dY-rBA%uMDw=r9r`3 z5~GLyvofZ&{9vXwCdr6fuh`g?y?0!lujqS;o-OE(r22g%@b&D5W*chl0)&4YAOwM zc^Ch>P83xOa7LBHA8bh+M=Dj0TEV5LsHu>ToSc(iAO++|jJ!1j0>po-!W{7TWPx!^ zysQ937{sq0k1wG$xKTPIAg+bc7iQ(TDzgW(*3rfTE^wNqeAz^_GD4%6G3O;irJOri zp1st%q&tMg`uYox)@yI==4+kzC!#!w;q?0J!Mw(RZEN6GOq@LTQ?SBmT+*6``X8518p>2b3 z6%wai5|%q5)xpq_;=S)iMAPYrNKX55HJD!B4IW^GLMyC7VO4>7`rumi55~&{90Bn( zJ)T^}sjUGCWg0@qCT&Dp2m?Bf$>0#;uf5#{LRrEoo;X0Xn@j{J1T@M{D^9Rq%cs0| zT$w@%rG1ay4Y6u%;QMx8xc$KqRQCyU7wq|N>X2Ds`Nrumse7U$kxdDKbw~ade=)T355rnkGI1p zJYnp9f!K704T-IGvB$D*iVU&0>OpduC#Ije_72=yYcTYKY#~N|`mB$O4gvM{M!Y=K zBzSJi+gmfH9VzZ*7f(MvR6)_*O>4;?Qs|VL`=qj9!DbZnPqpE=9V}j#F_MRGaiv0k zE<~RvltoFemgcl391@nxZH7Z4B|wd1&T_eabsST1c2UNkCvOoxQCw5Eb&`n-zh#2b z7S#I6ru~M3qaWHgz%{>h40dFeyPH6x=_ICuvMCq)<&(-fW)UO!>99uR-4-hJ4y$202>iG%Kh@qaK z0m8zERsk7jpg6~XG(7v0){#9NHEwREGEmddiE_%4q5n_>wxDVej~zykL}e(Ro#K{^ ztd~i{)W=}%|H+am;{+jgmpK|IRm^EP@~$0ugB%*A$?@%(nst3r7%gp=<<=Ef=u-2l zm{Q00Evk=C50HfQfQ5uCia-Pn_6W}33(!-@LMyK=+w+sdU4-`j+`PKNb00tjNglD} zuJIZ)A+9LURDf1j8Xn~KX-n;(kg&weQ%er*EcwF3rHT71X;+dQ>Z&7jhRp`@$u_aM z;Zy-v2}nAlBdn%a(qSzBnt-SXWTXme0dB4*Xu&uwNUf#V5uwP>D?g`Pmcw$wd~A+Q z>kBM3cdo0-oBgik$s?zvLZrJ>D0KgD%ZYh8=P05j(^zLTWwV0QE;~cs_$SJcL zYFizioo&T%%DCn$dFDNtTp~z4PQqDu=NV-mr;x4+fRKWsx&Pz_o%5#In2?R@i$r!8 zCTa69@;<(34}JDPZZ=FR;=_Fv7&S5FruR};bI?kh1r?7DDrzp{SUk{`UOrXmd)V4@ z@Zq-w+2s4(rcBHePQ8Qz6$;;-kXSU;DitO+RCCNu3OG;5+apSmuM4bD<_1A#Us_hq zmGc-vC1w~bvkN9z@SMwKJIs^ELO>XbA~E58S*G!T)*dI)gn$HHpo*h z{8Tv-`ADn4tldt)tPR$(_G_@vWx15?kn8>TciA<>g&LN;=>?%iKY63$Iqp6KvaCzP z3NgN9rghjvdRB?Y-Q(Izd6*hG*Nr(l(HdHCRt=~{V#!LaHhGMhuO+7N;s;ws|0Hev3%;^V7D?rONHzvWLmeD>0-*p~w+k3bHL_rvAwM^BGBSP)X+gO!t!^pcEmhxq?S$)kI zV!}u%vV~Pn7m!9Hp=%>C(OeK<5ys{Q37nWvTZV8mcP4#4J3@|xryRL`HgdU&PyE5& zD~Q6CpvZ0TZ(?EkY`Yf7x+r;w50)D=0NKeaRB#O$eLUQZrxDOAN*MZ9X=(3g*La2L ziNjT8T?o!?h}+6An;DSbyZMM*#3WgE;zqqFR~<$MOT$7% zyg>RILUu!=0dj~7vc7R=(GPR!%_GnQZm*$_{D*mJnMVw%N1*4K82#7)#~GDiS1?|s z;Fn<_`A&*1)g!Xyk;T*RT-pKqtx?T;^R8$4O!`%Q_EjBe6JdsO3{nMmFo>aCzV?0j zfr+B;T}BCDhRx6!b#*F^v2B@eda4tn-DuZsA2XL88~Svr7n(M??N+jv&*-BZBnn=Z zV!B$d`!_`B%@wo>S>~DtYV#tS(V}a;DvW4ZW_-GWr5ucFVv_nZQy4z zT!({1YsQo>bZNy3&@h(SM=QCb7{vXz6d;~V(~XL;X+>5g?kjBseoz!w#j}*n_RcLu zl$175$t?+=@28-PHqe<{SzDw*QS5<>XK01%=^skZPDA5!`T(Sz>)%H{=rht*t_f70 zRHzh+7B}&(-=%Bv62-P*#SOlFxCD(#-6?+H*3?M`a}}&c*L0@lmXhV&=WB|Px_`y< z@L>JPJ(+_df1rbRWHMw~`bXw23gn*6i=Q`mKYYJ0cVc^Q(uv<3JxP5Y6c@> zcmze$t*pO-{K4g2?wj9Hk?e_rL_9w+yn>BasTxiQKj*MlX}gcGCBA3KX~CR6C0Tj~ z&`8-w!EPbA*4K`gF`|w@Am!PSzc`^DEIta!8l~CB>FVv1CQRbc+D&VdDHgM`v7p%n zUX~BUtxw-MX}cd4uH-QHI6|v`s%p+_5rmp_*)qzzkw|+y#?!|ZRuLbwqr$SC#ZX{2JN(QAt9PukK&iVJjvC>w|YTB;*f8r8R4VCGMQ)a@;xC%>0^%kf`n7 zGi?{2kwEkniTML#jyv#VlvxRiEW_j`!=tnz;!%TclVj&gm`0S!!>KCa@s%ZvLjbPu zrd!QBeD=&jduIjzz#8sZ;d)OLsz!*)5EeQPyKtfaF`r?~ANSdvT%az$U>0iU#dbMi zw@RED^Uk%M-KuaS;zJ^Syf=p~s38Fni}^bTGFAZA*iQlKP#z98k!fF>i1nU>u@; zaP4=+)fnYabD>lky5_E8x+Hi5ux!L7rBdu2R>{)xJRF{`DS)~!27jPLuDpLII;1WE zqJ@m%=i!ZlgHFR95)*5$RORhZb&1&FkB&qwbiKqAAw>QYk8YfujI+8|+49g74n&jM z+hK85?eTO`sdE2FL%EcwtJ(aB^Zx2^H~hK!FCy_6&9tY-;taw26Kfbv^~Zd9q0pnb z%ixXk$K*_(`(dH?4h`9|FDLhKv=nA5(+%iJMlLW3oukt76kZ~OOj8sL5}pw2B8xsi z1!hpyN3Sh!72MMH>omzjvqVR8iaQeI-J_O6<@><)RkGQ|41|W(UMm__cJvQlt67#Ql9AbhGK4_xI0 zE%I=_02x3D5r-z2UYg1>=1T&+Fhrl5Fm`IFusG-f1@Fy#OfN-{8-@LdzAG9*)F~Yd z`Wkpbl^b4|C$c~%>^FUZ%)*Zj#WvbIEJ6&!9Ql|p*`YnCw3;Ouu0GjxBLpObq8hyL z52;61OR|*qRj9e3HA#kzj_4wHHdFTlsyXE6TR_Dl?uP?%z?r~ik+deCu#(wkV@^xA zrTJ!WObd6OwQX?A7uGyWJI)5|4yJXczW7#1O6Z~pc$^*aGW=QpRiD;<=fX3r9(`3Q zwX2`m1x4({L$QyzW>>2?QF7B$ddoNFh7LT|yvh!RHL)3GdP_r5wbG7%=KRWyfF_M_ zT>m`7oVaGHIVHcQE48(^pk{pF{{wA6lE1cXJy{ha>u9?bMK;#cmODVSl}uZow?IT& zpFI?ANn0u!z)0www4Js8gK6u7wm#F=W!m~(Y0LJy-IaG`SKf6EeQlzz!xg~ZJ^aR_$6BZ%Z;_VBzg2*YxOr!#lRMd z2a(qDyKD8L{#qYOD;&%ScE*mesb{k|R*t>|dx{}PRQ&+eU96+18}J(A@r-yA6QXx0 zn{f3l)%;Q0=j;jzKSQkQIN^sl85S0~XDo7d z*?7h%iZ~^$DtaOk>u8pt9(Y|=q`Fk@LBfn2hxI{agoZ-^VZ)UQ=a2GZXA5`%XB%yf zY6*hmvk%2K<{Kacr`K=|QuOoGK&NttR6Xa71KL4BABjeO#Potb*tEiNCB=xiP8wr_ zPW-K5C$We0%?~jOkI+A~%d+&2)aDM#F(s*fCO|Co4kd|2dE=pm(YZ$sqbR1bxeyOf z(n;h}9UQ#;G=oq`z8@?O!dS%9XA7R@Q3_QjyoO={@PP{x@2Kf{kL$DXz31EO0lP8Y zrkKxm$LCh@iT!O@*d15Pj?eFY>EA59rM>IVW zBT@aoP^oK=G2-9M*}Lh$D=fWejc2{vP$Pt}xOSrBr4RP*bP_1>1m1kli$9>l+rl_mw1DK z{|S>GEjQ3WyK0kPRBh@}J=ZO#bv<-;5{$p144ftJn=-H z90&Nov&IQFKR*0XJ_=zD*p~G+EC5bg zhV4@#*DbMXGSrA_s5MLLk^55MEYg>d&Qzppg5@&2iyER9_ zZ6H3`FB7N)vH(_{jm5l+3r0ivQLZIU** zLy2mVQEIAF5cak5*@uCq3Am;~DXFRf%&vZXPk}*MoSLA*w0@p^^?`LO#96;WT*|tq zQ-u@NQ-waCoxr1}JqD>E7D-+>kcG)pd(q~$w9cMWQ>VS2HVK%EtLHw1#PhHv9yG5H zgPxfmI~9bFCPg?~V%jUt$4v9NLma}RfX?#r3r2f_uP46oLK$|dEU@El8|!d@Q8cjJ zu+wT1Uu{-?)&z^IwAotsm%m(SmF#OTyn=S7ZoMTvqqs58X<$LZQfUke3JFO9kM=w;3gXPma;x6 zx>bi`1W!x*;IhGV7b0KMoklCbMXVCSitb}xYP4lOx|cOgmKjwQX^?OqC<>cgB%yH3 z?Zg^cfnZs%+tX>4(;2S8#WqJDZe2_WI`Py+Ok9AN_(3Bkwlb>^brlnCAtss?G0|Md zNX$A2A~8J7^2TGmZ1ef0+h26@78hO8WzqE)i!SND=xBf2q!28m3avj;U4LT3_2;zL zpTq0zTzkEtb96M{tSJH|tFiVVRI{#x1O=Tu`B;22Qr?(tjxdL`r|#jbiD7|PvL2Ij z&>Z6f%@3ohcT>~017{mC6OnqK4jZ>$;YQAQGReI>BXU&H)Tac}?MVf}rPhnd&=y&aHPuvik~gQHkl`8` z?b{kRiQcBD$OqjIeCCR-TeSJh^EQ;8uOei_*Hx4JC&)61nxPutYdVzVTll*-^KJcv z@s zb1wFduZiafbjmk5iBqtx-`taY9RaYe$P0s03;{=%c+Z5!!gL<1(SBe27YeA^Za0$1>Ig$Ak*)C+mj9@#% zs5hFB1(E9++w2djbgHXFg~`9#hCWHjiB;+(piU4P)~uJT*~iaJaH6qJMOnBgF|p!= zK_4X6>|4*8brq(xx`7g-QyYQhM@RFId`6p7&TC`lAH!bK6rRimCbLcR4jowkerKR3ja=hu|9N z(_D(EPg_3`bDnDd2&3(Q%F^^G;$Bj+mr>?tJf`%lv2D>!EN}D&nul!Oz}UPi$w{miQ;E;BxhqMpuU&_z%^$?@^`YJ3C^QcHQZO;vkQ(a$q;Y)-ET<20J z1ebqrmcZRe?^{U6*`WfxXPkMl>ZA;elX53P#H&7tRXPS7=*vy2ZLJU>D~|#jt1Z~> zTyE}N`25QMd+qtB=Vp$)6W=T~_rCatfAX%gAO445{p}-k*q3pWAI^MEyIFA`Pbr7+ zA-(Kk)O4n06AEKv8&ub7oa)Hvt#~zulu-(RDhE&*fVI6#GJ*@~FM4+yJ)=;Y7gI{q}AUW^R0e`HiY-o&_DH|L+JVwD>nX667*Y=IYgz7n{h7ONm^IxY^=XDk0 zOnMf=xl+{DeK_MpmCE=p(X|0Qazx%el$__&Nmf&@6B+|+kKmZQKLEHEBVsvF0r+!? zUI{|uYEY0!F9mt>`&4`3N|PUXxtaNl4-~V6iOXF+I z&=Nm`Z9i=IK%0Khsir1BC+nvoTfRPqgCt)}R6u#hfnIJF+ps_dKniUF@YGfPD29Mc zV)m6Ed70g(UEVak%-pA3rp$~Bw?NVoZ|;$3AsG=@8!CW~UTTzsU2ZT16e7nb*fu?%zm7Tl}t5Jwu87k9pcnTa-Q|Wn>}H( zc^_Nk6VJ0jDml*c0Ghu-g$O9HJB*k!B;R{z&bImV8E4zFZE72c@J`a*QuRtgSRhhkZ*KxhOC8bxK~XhWmOT&kmGapKV_Sv59S5rX=`$~wf>rcY(UXhx zHdKD{#h)}%#WzwV?8fvmRGZXL;S3^HKhb1fn8a$HY;qYO)J~&rkghO^Oa?ODXOQ-U zK-Ciylo;53r&ioKhP_1j_C)aveEk-bkml}E~ts}pW;PW$@ zD@m~0WFwH7I}IOYNTFyh4jsX|x5D;t6C>?>mihGq(wr}Oh-H7C`7N=49Y1+up@k!( zWzx`uSbSaqv@(3NT0r$#`|-RjeH(C71)ZYtXi^~o`2G|Yz=DNni&^0$Jqi(vMR>|3 zpFIRVo_5(t*Ai_aKwXREuToVsRT46pyo+*&RlRx`7o<=ADh|_=yVo*%o_h;f}$}QGiCOTm%tddL9E4;f) z7Ngm{nZaq_fmaDtq{Dn%ZJz2+A>-7htU$c`F=XE109Ux(Q7ZZHvAy;?9*e2$d$NxzxzgavN;RTCosyh1_vrVP_Qhc?r{c@&j*fucBRlLn%wV%6mF>Kx!4`0X!ger zaiSpdewyf`Z~6!=N0%bLi)?*ka^pbbHy$ALGihp$7M-(A*-@W>1E|JN!|-Gsl?#hX zG<6nQ^|IuORn&IpGb9+ZKKAx6m@|&>HOtgv4qL=&NAW17HBu2=Pnmc_@+)_Mb10>f z4%j+eSdII^W}xgWgs3JhRD{Skvzo>lf{`yn%b}^jf#D zcMEP|jvaJeytZkK%P-NYxv^u|({|e(7j$*U1(lGP*Os~Gyiyl+E?uw7()GJ7U5}Tp zUo73TrLWkf14E!ZKzLMBpZI3g9dfk1Py$LsImv~)%xS#}G%X+Kssx%&7P%F+3RDaz zKgx_UZpsBog$gO~lPryJK!)F-e9VW&@Qp<&C*(im>%;Pfu)HHIZwbqL2=Na2THy=3 z#U_JJ7u+O&igTzinOij_-wq9DK831GHj45IAA#(;LEc*T-$GVOVEUze)RLj>5tG`o znNwS~m`3jBMs{>-#5ZVsSx_{Clc~1;oSmy6Ss{M8U}8IqI1Ic&&JAiWa7d<1DWRy2 zU^coa$hL-;$<%@4<5zubS=Ugyl8$wf>)%e^u}#l?`Z-H0WhV=-TMJigJbowX&mTd`B(xONLCdN#?+X=b0Q0LFs>cWZJnpHFXuXi#91-w%sDDR({@YjDRXchObhr>f+uD% z1%zUFDb5)n+OrhD{q%FdN8_ueYrw^*v4O+@$fnK$yA3;mz^4E?i-mZOK!WF;>aWh6 zGfGdu%+J*T^7RP2xfv&r0Z66cF@mTq9?6d{i!X zgBQy!<`IFJ za}&&(ubFx?RYD%~Mjgz6KH;q;q+cMCGeM7gDpW!8g`ey~7z*H@cZ!u)O)FS1+5(jY z8278B^f|=m9d`Ma)jUqhb*qf?tfr0c{iIAI-q?70=F`uy=w|!L-eyYo)lm8^quSmw zd3v|D4e&$inuX)sXT71aZcy>^>D^^&h~Py-iME`1LXaqAvrSd0y!hE-5}<=G8K*fF z`vE}AaWI83q%d?ac}+YmsMMldHh-C&xsM~P`D9dFXh)23s}jrm5xB+LZ; zwBijROlXNYuTEKkK|Ag6mnM3V+b}$C!>gLS>uw_@Y*OF&XvF+q z{3rpYFd1c$y;+d)N+F`wq*hLOrtVdd&Vt-+o~yE&SRsTK5%HsC9PF}=Lndw=5y$X4 zJR*+PSP0D3Mx8m2&QIDcu`}!Aig2XMT3K?Kjc__boMb(R50jhSro>QqV{KICD^qLi z?c$uB-D$)M5HFAzSN;repzJO}yr}6Zk^_sS^u6<`Y(V$z%La$DKu2v+6u^3SCTqy< zFK;;J<@y+fg>_$QGg`E%R|bJ|!mP&gvMNdAB57HEd6sg$rb_mt!qPx83 zEow>3)H==Q+NiVQ8ngk)ow;Ckoac<^V!n`qWX8I*=PhmLvxOS2v2c}0>n@c`gY&hM zyfdhJ(mZL(_)ti}oZe8ulP~==mvQjaXnm=Z>U+DIW zZNa}t8<2NwF~P3D@NQV8B6xBNTRbay=de-HW@yS!KIU|>ZBZ7gtw_$TS0pwmkOj&4 zSLb-a6+^lBy$vN$UAzB)Wlj7T)#O+=g4^hCXfBB8h(I$9R8N6%5NgHr7 z`X-*mu%^tgPL=UoGpt!2)+~lKZFv2pF^RGs!%F=;S2Hx?g-%Os9+6u#QRAnOt~Z;s z`KpbD#nZ2PZrQftS}V01*jDq##3NHLU`vuzDOi8<*$V6PAw$rGSf8sUl4Hr;$H%+f zobNa}O0-@r=-ID&palBSKCLuzF-#B~qzcnOHB9C?PlVifBF=md6VWge(Q_*kQNM+W z=s^bXf6PRjt4>7YRwm+Hw~6RMii=b|>n5UD5eZMky*v@_#uIV%dzgsCOhn_~Yeh6v z@*g!3tJR4}Ze=1?yG=xcqA04d;fmt&_k_CNLeZxp>P2_PY=` zFa+*n0vFueG!4`{2pp)sNV1 zl6SlwWex6nijLskocy*SzgrYlER&xQqx}Lg+HRBIX7U5>oXJmjoE)VCY|3Lz zOM6&+I@j@Owc`^ljPlb``3YFA)F=nlXi|B00^SY>3`Sim!y#0cW$nfRxJGIarY%1GytSpKZk%k4uh}mVl3_Zk=?zA-|xu65wRO2Oi+{le9Fx+&OeAb=gZP$RCCUki({e9!(*{TVf7WNq8AmB7mG=vSKt2} z2YA{kU=}rm6fnP?0!AGMTqvxd#r4tk`2oD)FD*^nF zlsDiJDmfilz7`Z@Mz&G%!D1!_&tYcqvbK3y+gt;RB1iU!IFTq%UzmdMnM{-i;d2sS zJ-d|~=0-=vR6_61;keAQc_7ljtaiJWNsRC)7Y1u>Dk+nnJUsSo%q2gAj!nA-JfYVT z6L1@dl!9ocCsh9^;Rj`c+!t1v2j(FK;bqpCE@4bPf-#*$`QaI$s8datvu;tB*#qV= z<$=A-gr{Aeky)2cwVOOJ50d;^gJY7*jrMR?8cYN#S-srIlaJqlyRQXUD|ojY6rlc{ zv>?=t1?uQZP@#lHu+K!1c}@eP1yiJfd3u`Cz={DBL^|ze&KSp2XDJQLp@JP|WMM`{ z$H~LXaSFhsfniV$j%|2Id!oCSD|askm=r7d z_zyE@&eVCvrt3tvdE{xGuD5A;st(3WK66*m^ge2O*(7N(J8_a$@oo7fM^?GjWa&rH zLc%hjKl8bZ3r(a<62qayHG}~%q2PophZ3@)G9imc-&9VKkYzEKIFyiOR%U9^XG+M5 zRSfa)M4l}EXO>jyoxHkKGx=Ag?lcKmD9YSU$Xf1Lm=rXM%7iSZNXW7{Y~+*)SyRuM zge<2>$U;wwge(gQSw>Ww1s-){J_)Z{Sh&%d>6(Dw8xiwO5R((KB48a;H%M@@=(J2U z+~R~RK?zv`w^FZ=j^!wWhQqY9czTM2ERX#`H2KQYyK`kBBa1+cMWJ4Nj^T;a-~tO; zb`WZ*gK(3xM-jg}$kakn64+=|?VO6dP5Ws9=2yV=SnO+BE0K_%r9|?pdoznNv&0mb=YMFieP7@>k_MPCOwIKp_`Gw_OVR>6v-bYR&s(kkJ zEA6|Ez%H@JGiMt>O3AObQ04+EH~ILh58x;%)v4GD>#l}F@t&$3h-1W&g`zJUSW%X;lXo?trSDHAUUraI zvqo585dc|i`2Pjvpo|D)hGJH&mRJ!mps?;GvDY~MUIP3NkfW@YSQ43cfHP7K1G?$} z9eBieR%1OmD`z|CG0S^eN)^51zlY;3hquH80yEqsTo?2ziK zaNZ4%8)+^fr@^EHxNXu&2dnjsI_cvvK0TQB;-x>m120M1hnFb5lgN?M*tVv3;bkaQB+~&dOQhu(WZ;Fxhg#v*SKI$!lRCqJEmNv4jjhIU5_9% zNbS1X+7B$JM-M4i-AUi`rF{nu)70GYNGwpqNbCi+buudYp#W&c%lW2;R5-4Z+nMM) zznh6pl{Xe=)oG@3CtzoZs2*{3G1bu)O2rz8dSOkvst-McGi26Qo5x~>)Vh|i9*t9S z8Dz1RhcjPA@VLj?J)8ldr$MBqwB8tSiqXNtu_VsNK?~K$(@KGthD>eY5F}F*kBRPr zR^BsCh*F4^QYdIVIYoOk%B$EPhg50u!IW}s$nfFI<$ac2x#xrCo`-Nxo$h%!rPLaS z(ca5@aQp#>1OGj-15(F~6_0Js2Da~I3hO;G-p1_pDwD-q- zc=r~RIedhei?B)tV^=xA+COTeBKC-wz-xewgrm0ZvX0^708W`W2)@1*Mm;tgbk8Jy zMDheGywq`)aTC#&zC=SvT!Mjx#AKFEyIDHzBr)$o8l%S0@(VAPDPDDb`hUJyIu#;4 zd8zmm)8}b?E>N=whR%T&ox!1yUG* z{`;k(^KR{q1zPUT~Bd-E=U=qYgjzHBy+9;2>Tjuv!Z_0V$ zzA>G1@kV{)U8!7%s&fYFk3 zug+|pJc-?splqf?h`i84)^*9PbjiGr4#t4xH^OOOEVdwasO;O;@NQMZ zyY0tPP9ULLvsiKu9*zf<7u!)^SU#2td({a~cjL#)ihz_XAZ1%XV$Su|@)LJTR>izr z(NcUI+P1oljgpO6$qp1smegu5tJMap)j?LPeXLeD zv05EswYu3nkku+Mm^zdyGJ6k_N=5vyrs}j30#>Q=psZ@&fi^2hwfP_+3d+j30raPa zpj@Te#7a~`u}anV=piN5;3J1n&;&m>4zRV-`$#OY%<&DCa=;fb&g~qQ-#T?`cdA_Nv4t<|x%nQSnLUD2@^LmZ*c7*+$l$^sIE$yhvy1CgX+ zH&Jq47C^;@07k~4Aop+a(2R~2_e(*L2zj>p<4_LP7!^66c+$u*RO{cKg-+1JHIfy6?Ad($A z>U-mnCuFkVU4I%-(Z&u94CuzT28P;lD{2czciI}c^HWU)IU}qDd06iH4i5s+nttdYC28vJKmg2LkavQ5@-i9~FZ?bt;9iUek zphFl2@EW7BCt#I-5r*hnl>?{$+t>`9Vk`3mtjwQj8=|mQ!Cm_57Yl>ap(9ClySX!E zb8-~-()DM{>j~Aiy-4ZQL}__4q{OdXDf(KpdH&Mvck#ld;*pY!ind&kbiAkiIZ#dI zw{7)>KemN3=O6~hGnW7tZ4!8g=&;V7ab;_jU$>-nJ(Q@qYG1cxay^tg7?FF=`1QzI z^N+9W`uz^7xpklQznF?8nBO0?{zT|M^zd0v*r`MH8dSd5-itlTOV**}%l9c4ZYf7Q zPwM0lRI7_qPjb6s9UY~@#qM^eh0p%cQOCz^_96IY=#6srF=zpv{D#cYVjt*z=rCii zIWIqMIz-*039%Yl^!Vv8S5B@R;0HV0(1ak|KbQ7|e8+?!7bgahI!uq*FlXnogHuBl zx;Zb?ZBkqh<#b4c(U*_^ouyUsk=MxLf%rQ4_NzLck^Ie8(g~LY(B<#5UXRLl_gVir zttt0D>(io8Vz=?1P`P{W9d-Uc_TE28j_W!P?Y_6Cr)Ron zruP@H#4do_jRmob1w=@u77LP=(KPXc1R+2YB~d>d)3$8Wv-B%cg<|OsWF&@PSTdYPijUuSZuiVA z79?n~oW~NW66VMDbf5d(bMHO(+;hIeZc$U}L|yKHG$e2x;Jis-(DsNxvz`#jCCAP9 z#AfODV*@ym%E0M;>G1PT{DoVrs9=S@sG9LFjhYhP+-SI%(o2p$HURpw_y&XLykf%P zx8Iv;iN^LM8oQJouiN6pfgDkLa?Dx=`1qafGqC`DI`92DR;4L* z60a2j9G{QXP3dlgE92GKst?yYTA~ltnJ~zB@?9f$IOlOwe@dN;EppdDJp5EWgd&`% zr#5}AlpU2~n;foZyrt(A0w$v3 z8VrbMOLp|%05#|r^L(b%)AsHCQ|g?3yFK+YoRz3uBU9>({c?BrmuLCqX6LCnyiuYZV_f`iQAb%@0{tJ8IiO`p(bbeN89)erHPX6$bFlM=MP zZmWJ60U>|(oMUNz_8VI^!k0OvJH;+99XHJYVL09x#{54jm`%3GBw~`fY$)ip8c$-` zDfDHr3=E&SrB#>?MWQVaad>14h_0$8YgSyunWgTE`PciwYpJBkX&|$B6_v8$-#|p~ zA-738zUbRB%n;+rT|7qut`?P~5T3+q?GC4f-9aDyTBJ}q=1MHsyesTuM_q|)0-qt& z=!lZfhw)k4XFX~qyomLK75Q-ZrfllpkO{JBiKby7l``eKovrFPUh`RYUP&5j(vJ{+ z1(&>(Sh&Sh^Ys@x;3f+D`K8Mz`-P0cSDmI&*&+9_Oh4XC{Rz#$mHO{TFZ1dpfHEPkBJx~bmjxU%EHA>AN~ zgxP}(O%oKF6S1TlP?#(u%=OFs*O{$(R?cWR&vsG*?D! zR>_Ww3cio0wL9sS_8?9GachO770J*xJ&&?y(LvMlM=;`KLPa)T+n0Q8pE_WeuC1~y zHeH+enC$$2c`i@a#?=?PRpuEbxdDr6v$I&r+`U~%jW9YnY*6wi{ud;NJEPMe+p??X z$&XU|vz@hk8nM4~Z}2-Uze|)o&pfQTL4-R3$)<|LSr=4%0GAei3@UG{S4Z;e>T_;sG zEv#IOkx)$4?jeHRsEiV+_xzY(bJ#;ogrE}v*Ut!_Lpc#d-YfA|-BQNl%e`Mp-h`tn ztw_r0MJ`N)3rVgm?0e0S8D?sjl7bHe=aAQoe?@nrW-9StmhhvqT2j!T*22ngMyJ(m z%Pul(S8(yybTiw^`6j~H2~32E3#l-mImdRF0wMsx`0+R3pb~y(i#J0s)y}+tM-?TAV!&0&>TtT8cRrC|D{lJrXkE%B8ArYN9sPNS@b)ti8f0lZY(1L5;pb_Eq) zAax?ulv=b|ohR*WFEPKGB{{hAoMLalT>P~G8GWa8hOYmF&@3NjAm&p&X}ju_wz?uY z+_3F*M@J6W-u|mK`0k?WzTHLDp{aq==v2wFr>v=K9S`N~q;AGneH zl0vF!eqefTAgRL#r@5C(G?h^^nSMO+v<HRA5Ans2a^KH(Cnfe0!aLn)!EkmXlzbN{`Ya+0fO2k~RjqhKD>i6Wzm@NQxl zBDfMOn~zEdGfAB+UP);B%)lP}bMFk+C9qDi*v|mtI%{O5KyonZMcE1TGzuv=A&W-& zq4D9j&qkXjj=#P+>}__@Xeq~JyNX7;e0tER$3X%~pf|CM_+jJLeG@k^8liSuP9-v3*>g!l)PS5f*&5KER%hzMi2t*32OvzY_;PqxoQ{Y zglW0pcDbNSN?#;AtZhp_HzFN;SVJx>XspwIRHr(N9%-f$!<>&@#M)@V(o0t0b`$FM zt?Cd245!qK$~GQH&MV^IxV3oFRfVH#FMCmOLf`}Crcx^Lu=G}#qMGs1)%t{Iej*T&#n8Duv*5+`VdSC&+0CY9wz8Ficcj;_D*PaGUIMmgi< zhunAEZ9Xd|!$00iqA_gE5$g?EKoB#WD7?hUAYMk(7%zjVf1CS`eexhX;%{@eq_Lf_ z@kbk(%~BNUDs=9MS%nY;4;fh~meFSvqL1a0>~^WF5zCB^Pu9?4LAsKOLjcw%wrZak z5`9Rrc1(?RQu2B!h$x8@##=cr(7X1v`QXbyaO8TOeXgvug#V zNca7B)Fw;?cb_ph?MG-n^x@|n znPIV?oX1!H0aQwg)9Y0QDhAE>&*J@6+luTNIKJqHZe&{u#@`TXyWx-Cft%V$U60|rSZ|97 zRbfJ1+OZq*ZY95B*L}Q%6S*U$w?e(WyT?CodmM9EZ&!{LU3nno3N=ie^qvt3HpCY6 zf?`QE+zHpjzdK~Geg*O8NyR&!DlywZz$WXU_wnp5p^#wpI?}dE7b)o?`waOQ^?vj^ z5;(RImH4}5yNFcb63wHP*^GR3M)aWQ1E@8>w!wHXQO8&j*&~Hgc1-7_&ukeDAU&SF z@agBBY)nKy^iQ96vMayvyc0jU0p}XoR_ViQzj8^s5xqH{op|DTC%d!jCodL1k*$o% zw=$mPZRvm#NaqObS?2fvXh_KmOc!_3QK`ehx*PX9)f4J89Fr2^X zN9c4pJL+L7D~+q8K@J=9h3F~mG{*W+^NNUcF2i|VLbSHLSu8cVLV9F!#*6s^Z6bQN!X0A-`$*L+(BW(O5wJ6$ogli6Y7Cv9b6;W70Pv= zq`9vS;1sO_OZ-ucXa=l@Q|b{@LD+sJyW%wC-`q?NYp#Vt;p=ui9!l^fE7ttSf3b@fkyGPjDq@_}rP??V`Xy*s#lvjh~I=q&*Pxs?7Ta%@nf;XQq@j z*?H!U@hs*>Gp1ybby^ivQ$RSzgK= z0+9eaCr=ih2%GIXR_=O@N2`7lH}IL1!#EpX^wTSJHZTz>qwKmBbvztAo`6FuBr(pI z!$h^B>Q)VIELLt)viw#MAjwJSAz?bc=rpqn0P$1Pr04h;oNh3au_fETRoQfmicKMr zwMcvk4=>ZpTyJk$VXUegbvt({3g1@7)loO~L~X#9##obA=GJ)^YtU}F?LEQ{eHUKf z-$zQ@cIi1v7ymnhJ*5;Dlsi2jf;}!UJPfxN3BLEI8j%h3!_9~;DjlQTH4N9UO-Dx+>J(#g8frWdS-{_qV0;xgnEdJJkZ!8 zFXN_yWAp;Os2^`^w zwCHZ6v}C`W5=WWCB6mBJHM;2Q2h(_mi6ufUHmfB zot-Q`RhI^#Xt;s%4?Gsp2w1BYK`1a3{k=7Qbv5_QMNP{@uQ-;9e=Ep z7vZ>rCA@PDI_5UbQVlukN;fCk&Sxx}<*iJ=K{_8I0x^pCPiA+LXmj zIzR2b)U|bY&Jjk|LF905zK*fsc4l49_LM z=(^WR)HdZYOr05!C=kp6Z3ni^im!Kk_J>{BUX3F-m!4ASx_QMsFVw3}uK7FNe=pS- z4R@tw84_i-4r9dDQuLbf-%7<&q%{KzfgzM~rhq{iOR%n%mHF>SlbkKTrt;x{}zhC81OOz+ zY+fVYpz747U`ylfNMHobHOxB59TLb?)Nl!cfQO37g6 ziK|rE6J;&T{@BZ6qHq*rd+C2?#5SkUo%JuTh|Wph30io(h{D8o3G)jTq5 z8Ar_9*dtFbsmK3qM@pA7GMX|6x|&C3h4^^NH6iYT!zz{-4rO@jseBmRFOS(RNvg&} zqz_dmb7u;*QT8+^+-FY+kmSpUDQoqI0)_HeLz@Glh-%Qet#;Vu5wRVVrxE{Fri{LL zjZ~PO`sdF%*_Q0mKes)T&EpG`y^w!_W1&=Bx<*{OiT&vlxP-a>eH>46kvE|vM8UJQ z;&F^9#g8Lf_Ff7&(~~ZLjK8x3v_@Q0GDpa@0$WsttqvgXVZ1hMtFe#mTG`>jRZ>gY za^RaGi5eObukMiCaEMPt_ePvx;4I&Qf2KRu3hWcAp%QzaDZ+T-Q(wx1Z?RiHQkdfv z42E0c*|&wu>^X#W9hO^m@=Uimf4ulq0g-6LnrMm7a%gA_!qOZAhv*RytjnxgL2I6H zWdm}EpWzhM+~DGxPsk+)$^rSuDnS#K)vw?v3&?&t{Y0%Y()nN#SAj_KtK4Fm#gM zqax-99FMYr#k3#gp*?|k{yq6i#9dD|hP9}3lC6y=CvrNk+d~Fj&c4#LkS9N#^SDr& zh8X@MBu>$Vn0O?20=Ros7S2Mfv2c5m% zc5C#EcJ_KH-SPN^M3C_}FZTRK<{WyIQKc`%;gD(;JHWfP>R}s@i8vtc>%dSt+c*s+=q}Cm<5WzU>3W`xOCB@d|&9mevJMz-=K$cEo9667Xu2<9RRTke> z+)d=Ghqq#(#R{9(hpl8Sq(Q86vWr?kVaVrLNcFasKrGGn85+BE?-YKt!avgp!% z!XbC#zmwqkRsM<^nhq?ppirk_Ms4KA^UQF7l? zoW>gluR_Wz`VpoM$S?arX^00`mm@wN)H}bo{XP zOV(MF10&oR`p4x7W=uT$HgO0bIoX>@s}c$Wn_iocc?k9Zv}80FtWNU}%9&_{wy8|P zRE+HOD79AtgnN-W?U0e<`|a7G&;3t2p!sIs2t0!r!;jCTRpyY7q}A+G!9H($r{WGu z*Ptj&PZ6AIUId2>=`0EJ;)~DQImDO6T+8%RoWWPcwZKUWQ*-VL2vYGv5?~*vnqPMA zHI?{}D#bKvrz&_ag08>g8HY?~DvN)6btqL)1BU-GF{y)=iLegvsMMo#9P|MOHD)p; zORJZLHZazs+2s@yHxA%=9%-}S{24g>8O4;xJE6WcCpuJU1poRjg5%j-f@T6!LA*a* z$N5}>nRkbX+NyPyHLb_Bt2rFrSb+Jt&~^0xj+zk7rvp1`WvK<%{XgByFB4?L&BBq* zpD7dWky$e)JUhg}7K@oM$emkSlY};LQ528&`FL%X6AI@R%1RzB`CU}}g=AM=Pr5L5 zTFZUn)S9eGBd5orV>9U!Fg*!!!>b)48s0gJw^e`Uzdxnj$ zD6PhDRHknyuLFIDy-=a&ejrz$D$#V`E)&z|Yu1tK{Z>Pv3nQAb)qVcy}D{p8Bv8W=HVu_dd)lU6mdAa-I%&r1<@dU$WOmX&5C-fAM0m z0q7p0RFs-cr1z}pLd!$#sIj7$K~;%yHN30lWlw$OIfh!`ekZ@e`yp(%BJBhv)NP7WH^3bBD6-xwB7&v}J3X0fvg2R2#$Yf` z#w5)4%Knh5X7HCs)6Q+VBi1*%-^tg$UuUFM#V}EV-e_8}%G%cjW>Q0(o1DNQaJ9Cx zCZjpGD)!ZC+}6pssNpY-{4aITY3BBZOlO*5Rv?(u$ZoF5x{T?I6IIn7@jAO$trHdQ z@{x(-TE;me(YXdobjieG1GXv|DTw<-cLN+z>8?&(Er9x6Uy;;*SYq0Z49-DHySD~b zNe}4OvvXhW1Zj^h7o%4I`J)&0MIMFSZm9Qh^YRV(D^oJNddzLOvF@FMFE+ z`Ej_DY*cJ6!5Fx}1NdmFh-0#6ujc^Y)9YU=$JT1OotTS^eRWhEPnR}s!7WH|cXx;2 z?vmgzI0SchcOBf_-5r7_cyM=j|0cip-95W!_k3sn=qjqK=Js=+s_FYo(|y|+bxS`% z=1)T-Eijc-qYk^{fOrxYH@IQ?kZbZmOm&km za5`Rnju@$c_W`DzJ9AS1i)<@p?NHa$U;lR3&UQa7H%9W4~dI*cQ*F;PXzh5#J86-(IBkLxS{h<$OVpXg#^zAczBZr zV?Uc~mm)d1V^d$;*QYQABLaL$KGe3@B6A`>`U9g(5N_kiXLh9e zDwoYd8iuw*WVcq39$P)4e{P)9Fh>ay3*(igjJ!Sq>9D? zV*xVmw6kO`Yg?>LvZDy8QXJvoNnL}AMdRun05{^pyq3f~a-7{LWRbnQ~_yDE)L z^Gpsxs+W!tRQk_%%$fa`Jl8`?doWaUk=aW&Gd_9bkJb$n_3_?%_LAw#aNm>m&x|uw zq-n+C`x#w=>JWJiCevB4q?fHGo0Y3hZg4r*ee>gMQ5dw^RuH+ejg)oJ*GtXkgrzXj z@OJLyt4Q4PhvtPE5>H=tL3(7}xgg%6%8}m~ss4+)o*JfRNo(6y7EY-htT>u47|3rg zM;D)l=OOQz(LK?Sk>|B_%hQKb`m#fJJyJr3UR748uzxybyKbeu#&*o2xO>iju z#C;0=%5bwW_#sK8*tJPjADN)+BKJb@fgRJ{fTL%0yeM{koonJ8T@(?nNBeGucJ4Da zR2bn}qWe=`+X)xddwu;bQvi9p>ym5e&@lsU2vdo_ci!R<9{kC;l3Hlu2y4l`#{j$cntEzuid+WA* zwVfDyT3F-st})K&q>BsC?EX`y|5n}eE90!)q4dBNQrC9?BgU&q%=F0DzQTw3LgwCU zp+D47f3gFk&y4Cu-!B^TM(UUSK)=$Td3S^?&E*pt{pK4r&4aVyBj}g7uCKlhcAC!u zy32lbt&N|pUMzKNE{=qUOK}pE>t;iWh>}H`8@)IXdPrYHMZ>Q`FlO~UYSrW;gGcH& z1{`pf55b!jz}4+9j>8LmMrb=UnGZ8K-b63FGF3D^sYa7lDYOzR5?J!nNc&@z7e}h) zpl~bnSA+|wg>(a#=iFlx^B+GqOAun!lJ}!? zjGqugA0k(CXVve8M9a|*-p<4P$=(Lp9-HU|cPyHilQ;GsJ~kNd2K39%PBPm9%lDq)&Y)UHG;RFe8Eu!Y`WI|a6zup+xRR85_8=V_LNO-1hXUemr&LdyHr$t| zIq;NlE$D1)P@-~XRhb=2d$6z4JIA}i`9T^mr@U^1SHjsoh*%M~NxWm4+8V`kUc{M# z38$zZe2~Q*lT&rz8mhTX-|;j@VC8UOSBmVNqfm%>1X~LSXq*cb37uM}(Gk2YzCN;_ zGT@X)&#VUyfqU-PbAt!8F$@GRo60OVwWe$Im6x!2Ul>~;bs%LEwoMksP^%9_@_2sj zub_Xoj@Ft7jFB=r%%S#e5Aj{fs3FDNT>L-)z^OJEI`sFt#J6$8D@#F&rJcC02m8?n zZ>$bO=GPTpCRdy`Q%*74=Vt4|l;QsF)shBStcZJi_D$wt1yoH=HQ``r!58W+ZdX0u z#(k$rk~IMA9~Um;~;3db;r{+~%q*wHo{4Gfb7YS}k5+zuo5Pq-$Q0T^chJ$$ z!!LsK)z8~f5R1CeJm2Clj*dtgvj?QK=XW=a>e*mmWrs#Lx$(YpaYqE1(QcN3|00nd zjK9Ufi7oPi?kFv+M%W6}-$*_%bmc3mM#6%GN@O%jGXdjQsGBUF>Y zoE4XsDzvLZvQAX9`yI2m+_-q($dDSN(il?K$KA%fO}~7K$#dBKAhmn`wMU06&WT?2 zD1Vjp>^(ZgzHXQ6cklVe;dd^=)NAgd>PAH<-Tc|!GxyU5PGb(f_#Q~-4!hnjqPjOW zF?rMPcjD0JReiB&5(9>z{s+0Ysb5E*Qn;BCYjxm5RUPCg+GMY3geHg1B=?x&$(2tg z#IGw8P_^DEQa?KZv|B38F z9vB!$M)yTFe_dq z!PHHXOx1oMv0K+tV2dP8mt}-mFL7Y3?fb0Dk4N4AMBXNhy7RY4dEEViS`Bd$UcP+HVz@2vIKqlDnBq=MIWA713dn+Y4tqf}z7GR_+hd+Kw3(pZ6V{KnNVn&A-WVe z@%0giPM#r4SwN@NM@A6xi-AP@S<1u>f<3&d78t^;KI)6jCi2rM0*Svt(-fA;-Xum| zf711G6m1y!9bx_Zvr{(x_k_?$7EftsQ_&UYx|bWa@ox8ythh6`%}&5|8b3P&*Mpt6w8us9pn&_I$T-QgFn&800aS+PXtKN!OYokB z9sB)@1d>)}OMM15v5V(Ezd#;6ssFxs_EYY#j3+q6K#mC?OON>2m*lA~YUGWfUa-MZ zA@bP||6wp1x-47zEhWm?@WNIG;NZ%}`Z(G9VgfX7xJd;i;p`SI=x+AM&q2|uXR@Vc zT$$=9R9UnP6^*VCAiI7_-)3tJq;*G{f0Wrd4p!OjUl#~cqHacRUrHo5ToCHdB5QGM4G}R!>6q}xL4+=?(v9TDd8%kOTRTEL{()C z?T*}yYDtL1J$y~>CF>Tc>~I=xltla~2Z7AuQBh~jBG{eOXK|WwPsms@%bjP#tv!9^ z4!-Kb>$mm;Rn382QRUp-(S%vHYyHQeNvO~_t!+3B@{W^|%GtE-tjCEPQWDJVU=sGX zqr6pHz1N8w1+PP0dJ@VB=OX(%Bc7t2!DNQk&1oVDxzjbe4X2l;VoM07VaL(PPULujwp=HZOV%0bNc#)Rx3+AC z!)CKY9Kgxq)e30ss*Hz-+QHeBW$RLp3XhL$#Py$ZFjp;7QxD zgJyaeqRVHI!-Y6F#T8jd6<5mtQ|*SPI8w!=YLgEQ9oK zbD9U$;E8QcZa$oEb!`@zLT!M^^-`g`L-FiEH8Fj}2or|4zjPgrSZ~Fp{N4%Un zYk-aK?b(y98>d;aT(!6l>7d? z_0Bb@n|*@e94;Y~PInj8LEG|L;Mi#~dWUoaaIVwIs(sv=o$g?=5H~Z2W2e{`M3m+B zlQtXR_@;r9qv?sqSkBmIs*=U~#t|@wI5C~B4lwtbLIh&nI3At1S*YzfOlHL$Fpk~~ z#2x6y9Y_+RT*idC2D_z(yN0`2ZR?IY*0e!iM=52`Cz&zqNmEbrjx}UoTj%m)B$;9C zEz7x|1G6-!pooyXyf#(A1xYT$_b1O#FS3fsrPRaK(xu$L(xw7jIM<9roCwowki_7hK{3aPQi)bthh!?b(_74(0z=rWopLP)Gmp<+t9 zhgQbuexETJXNIwx?#GW$Jk1bi7Ia-%%x^`bDC)kToP8I}f03OfQO3TB0iMHp`KxyX zQV{$S-e1vqT~0*DPmM&1B47^9jC0LwA#J#m1z@mV2r)^V8xD^Y)SA4;9)g^amBmp| ztnhYJ@?M#lBMZV4IE453wYLP(i~aJ-PZ7*ZbW=5p%TkzYr**~>cdzA?vgMP^*!J8nPT5Og{bFIgXnU!k1Wh*!{9;kONdFr7<|vN&BE>%_Z=g7@&Aiz8b~5& z5bYo@k2{}!eNTi4m?N8hnFNeBz+YDe^26``=gd_ln+fbK3%gTR@)M*dW{WAI*;Fouvr>Kl_&cZ+pVwC%FLm7U7p&TU(f^cc_rtG zg{rm@nGtDbVGoMq6XCqd|FTQ*7X!jyreQ%V03Irb_39}8KnwtJZS4nwp-uPK2=TNf z-QU%-KGqO^ZC%Vy1ezmT@=F@<9Ms1o|5zA7^}k*rJVNzSp?i64?|^`yu_3x^h(vJU zJi&;)Y1}SKgmL|ZjdlD1WRXeJNtgI#)zEMhJ1tKpiSgGJIIl5~D><~6Wnds)AT}}J z1qJ`&AZft8whs8aQanZ*u&-Ak+$E@|E#s;3_)jYNF*LGs+=kM)$sg7HVj(~nFu*`7 z4>UC}f`pgw2a`^M7|HE}>GHn6D_J?@CdK@UV?>(KAKCXOTg_Dveli%2z0&XCrJX`;{QLLG%`YD?+)A`HevGZ*{g&<%D?*J*6!}*;5ivd4x3}Z&wC$ zSBS?O8IW(2Yh)s6WKLopl$e#wQ-#H#IFaTS_$go=CiyGC9|j3aLS`Y%)QL@;pdFY^ zF!P!s4N6}f+DE-aqnah4aI~mIk8n3e=LrLn)|w-{)80>48+nDDyg)Zy5hH;;WXTnD`NDn@>EnD1C z|AO}e9sH}XBzP9;p__0CgwvSt2rRF zj5RXd@jWw?g4urYJlR(&FkXs(p%Bg80SEa&14%%1s0N*-XHUoiG&wF4an&$*$A$Xp z?N^E%76L^Y(J&RkMzU>P%q=9uS4Bw4YnqDz_V*)yp{V)C!2Tu1UxE4%^t9JHAcW;4 zdix0`Ao^!+Ib;^zj5f((C8iVgDqf6pLqu2lIwx0^pacjt2!`NH8CVwjOc?|L%3qft zvy^6zuq4wbQOzK>D?_=%5zBdJ%D}U*0;Xg{Lbt6^?K#7_JzR7IzB<{0&TmAfU2Xzg zRfO!-78&Ww7D?7@v1vIuK#iAZE1%)l)6>TGjn;j`8%M`k%NF}d#f+ScER6@8MX!n1 z+f{ZMq4d}^qMR%ZSKLK@6CWd69eMmkuNi)BzA9U;>ZiD;%hkp|M&EA)Z+cG~|CoHg z@wxGDv*57(-Y|WdlLg3odPsYilBYBN-Y~KXB1IzF>OR92bc!_G$8#9+pxBkGDI~M;e7%1(%9z5&UAG>*%|EUEW zzYecPQEMic~VsFI^}^rCY~ zEO)&2x0t2%_WcAJBY*@NEm-jzrTOp2cm8&nsXymo^TQ>2{9{AAi0B_1fwwUl2R$~t zs3@Yc{BR6c#EpZ2GwA=bQMDR4Bjb9z+I>mf`0f9?wZR&atSw=q^o#N?+lGT01a>Wh zfwgh#fBx07`lnTVmg0trtup)1KHYy+1UCP4Ra^d3A-8-xie<14{I>3a`Uk|y|7imu z1|8}5KS%Eec=dYyAkm!!@Eff6#8sQJty`_P#8Fxg``ly)I}re{Y#Z!Ibf*EUcK3{h z_)AeQ6QJDzlS?+|x>8(qxO|h-KKV%9JMa5f+eAQHAj%m)Hzuu&j7%KB|- z8-OyWl#{k9Hb)vD8bN(6oBw@d>J6OH^MlRn0z(n?1Sbr-hv0`h3wCP_3D(azc1r%g@G~e8T1O+#cewYh^ z%|k*7_)i`3JwpRD+5goEu!-kz?Z7mVY8H$ZkWpd)-O8uVp|?*fx7vOGL|L`JVJiP$ z_@K&Y<7qKyVx^paiv4%kU=2P-3&eo9zaffx`dKvFwWaxpEdUg(|3)}a;0DD=D8YG< z83>hN;$%1#$xP7P|BFg6_CP;MN_Nz34VPIQ-os@5-az4hl#De~;mhadquKwDnHK)r zf6oTk|E^=~tblr$|5JWg;uAuF(-2FwlPQ1*naL5^oLvlo1t&%VE94c4fJYzlhxI3` z$|19X?v^FeS}InA0|nPIuzv-92tmQia6iQ+5VL-msD*^?ha!IOh!8p5Aosv5z=-GJ zRpjEnX5S^5LGGp3UVG&>Awh>8ihzMkfV2bL-?$9}G69+&;>V=$*yEH?La2Y#OAQhV z#N`pJpxZrnV@q&)>69|ZsA2^-B%;{ZZC|j>bK0gV^#5)|F&0FGfm#(5yEkZd{S<{R z{rM}Z{?3I5-8AJ`L;AH>Ym+a0QO={=+VxBz*qb(Z+%b-Y z*k3R1zzbnS`Zq&h{cmDN*(3CFOS_k zSn%ft2;zB`-yvYX!Gw1DvULOl3@~@sP z@B{IXpAQHxUOQ1jsyTBjh+LFiu9ZD9QQWl9Y24u2G?r$*Ke}0F6)&uD@ z)ZQ}r_3M{YqCODrzZw)I`$Yfxk8lZ+#zc>5&_ruwC|z*9B`|N={?g{Ce`kSL7!N&; zS`y)GeH)PI_sk}yo0}~N>G`dFYz=|MC~s7gie2?r`5lkO`z4>7Ej%QIjC?wq&C~34=9vGqGd)>5OdAK&47d zq~sPBNwgcLUc9{)KSE6yPH0b^dX?Z|e$2x>%!!*U^m1q)d7JJ!k#JS5=k6QH=cC7t zXgcSZ?_cSPldV68Djm~DTHCfIgu=L14rN3-$eJD_s|TfVY@;@iK`iM z1x1bYRXD*PQ~QD?Rct6t(uh~s1I=YUDUOJQmok!+&qW;S04hTGS@3(56omyjUoSnG zixi-)pMDB&>*}Pybc%Ls4l|K-XdgZcKZQNk`20o&1j3!1a`nkI@A-=Tk|3X-*bTOe zCa*7kGie4lB~Euv&z|_>b#-ydpUCqNO>R22Zle1A+dFcZeqp)M7g~4HSwBS%p96bw z@jC>^!=KEHH?70+f-#Lhq%cKbluo9zo$LD^_gtN1Jjwj_s*?=;XUU25O?PN#$CBEG zrYQ;K-YOdv$0*z_mWjFJ1&qrpU85yaiT}*kV-CR_E~odnVaKcb)2vlB*Xt_*-wUZ~ z6g?8kA-j3*)#1MssU8P;`8Gw-Lo1eh$%^mi;(qkg?hG^8d`__ZH7?vA8AyR**R>vc z`u@JKZ#0Q_Na*@H#rvcPj%0u+$4CO38eQV+?}_H1Bkeo__3qIe zn5(AVl;Vem8+Z3pG5@$)S6L@+>T+jKPn?KnsD=va9S%h6$?=*$EpT)6pDbvIVp@O2 z)7*(Z@rHYSU4`Hn4WJJcjgdvdZL{P0}@I#~=^NvSUv~%U$m^(HK*JnuID^ zQgoX%;mAMBqNL?D`HUjXU~Q+UhwH-<7sh*k&E~6dTi=o_kgmI_8G7mRL#7MPu;!Ak z5mmoy<|zVi79k`3?DjGBJ{Ta6&St(K3oCvBx{m8_g35$KX>YDU^%k|yP$D+8k#ma< zV9&fv@R1W_HBTZpnG5m>$ScT^qeJ|`ka#Kw$jusMXcYf4o~Am+L8S&8FQ1}aO(q*V zEc~kkUsn0&FSl(Y|B#hmPmV~q_t7!cLeURq{x9*78&o=9V6~h@weu5>>sRS`{Ih}! zt;^|E23ibNSk&i26i9#Yk}Na_43+k)LDPQ&W?h+3Xx7ZZZq;h@BuX^z>&^$sr?33P zs7G%)L?Opwq}q{cU+HsZF?U&uW#hK|Za@l8f&O4v*d4$QjI2k=r`C)xC3eu^k*1Bj zEhr`(T>ipxv;cu!W-Ed$(Fa@cN)6AoP5HoMhN z{#jn_O%#$Y#fBV}u*G3=Qm5y>5{j30JVYEqmPE2L@J>Mr+?a+|V+e!JKr~v*h{n9w zG|!nqu?&}rd!GVFBw zmymP4kW+nP&us}O`jRC0J>wUxNJyL593sx{q>bJg1oG@|tU_=HcFhblHXUZInZw)= z*g11k7+0CO(_jgmpE6-6!(mqBBKs6r4G2#GBTPCoIL{lxlVQv>fk?(w+pjEY+d^rF zugVGP(;PCxur2u_cTxrQ6;ouBW&FniC}wtHji2$J%7^sF2&TB=&ez!7v+M5@)Y=fO zM_nW4d=oyEK&E{+W4&{G-J3TV92Qc3wL9lTLo8*!Nf0K$9PV-0KWkE-i=zoV`dXe8 z@4$pkIaAN<;%TUYW)m22c7-fzHL9p;Dl!gE?yE*I|EwJ<-_ZFr1(S`~RZ0g9zs`g< z?=lV1KzW~R9IqH9aXK)nZ}8fSh!tPuXPihUZT?enR64P*Q9T5vk(NH0Q%F~RrrPPe zsDJQWAeOlDKqm&h`erZVxYiDtCk6#e(C?se<96&%t}}Ac3~Hp(^bAl-`lhY|XiByw zVJ4sP{vwX6;~ZV{~|#GVv^h09iMM)XhOp(ku($p+=)VK;s{mk(sF}geW|6@3Pq4e zPfeN^Ii#T1DmT!LKnGFv1Yt5zjDUq$B>8hxorNwpU{|Oy z^R=^NkBatT1`d>G7n4D&E>T*akjCD`fVx@uIf({+$ zjYTgCE#q0un+nPY3i%o)qHkRe2ib;;0`cI^b9>nY6&Q?f=a%H`%bu6O65He=_KH93 zC#hd_ONkc*$iK}rzue34*(hZR`c%UN>SHgs1{YK~8eqFbEIvpRlw=f&<2Hki|BRi!kOf9|5><3(3+8Wj9xmoxRr zBZm;^wQ|b`S;5Lx=Daph*E51qxr~=c!oNR;Z@=eECWP3)wo$t;=hE%w%Hj(vFs`$4 z7!}=T&GPZ}EhU;>3TanSz|2z*^}?Vj2R{7ThHjSH8N=08*|%hhcVVK)oNebr z=f{VclS?A4nhF6AhG?HA|J8yy^@=&4?9)^Inz?tRWStEqU}_A-8||OUPc|^%{X;#Y z^S72)=Sq@>LpCC3cuAyT0COTcmenewg5SXdN_8@MMn)<4LfxJ9Y>F_te=vXB?g4&$ zqK1Hw^@b=P7*X*Ky{QnX>uIjAKUdB8cy<;nVxm+%#qQ80&rXl*Ys{8S%MN zym1mp^Yd=q1m7{f0K%krO-K5=e;uQSkrR^%!=p@hcNx89-rhbBLbUlSNk%hKGJtC!vCPoIui94a?mN8E4B@B@hXzM}Hm z_3$n}Mfk*4n1W+{>(c*26%jFc|D&^&YPT^Z$#LIb2796q%M#ujvTI4`PvqMbu>ak7 zZ7D|=<|R}Q>t&Op7A3{t<2IP<%gYY*{b$D4K!XjW;*Kb~%hSagN9gR2_mGU*Qbbe9 z$oU4SRB@l8u5-b3KqV3LD5KAtHWhw^uNCiAfeJO0`lrI@MUE5cV#%k@+0$0(8kzbQ zO|Ly1E~{i43OjD?it9hL1?%oKjx36I2HW(3KVO4Sn0b7*UIv1o=W1MAgkBCdMnrmN zrz%=k1_qOj_Mw8Ybaw6=f7yHDH7YHLVY*Zs`V$G#3ucW9?957=^P`^7yf!E4+OUsg zUh2!0z6T0~pB}K@KTgZmm zD&{LvXiblx?O(Ajzm%rztI)SwJm66-F>`pB=UMNB5tQ;J?YQn?lTH(V+WBAwx%tHBzM$l|uXdjor=(8_mBqPr~ zDcf3?n)L&CdBlUR)hWpfTASpxkpY1`~bw~3C3XNs3?3vHJLicJF<~g z9lbL~>Z4k#G&xzQ4a2t=vye;jWF;)0#O2NyyJAWlZruyf4re#TXx}TQyWk8>#A?Im zR|V|Z71MFGpY$gJDxg6~)PzG$q19)S9>^Z3ywt7F>3MtANY7}~?*VB>={^zDjq zH&vPcUGL#LWQoDFlt0@TzNTV3{FH!&U|@rQAzGujW-ry=c0nPVOA-H*1sB7l!O)J- zLkxS#T!G0gl{SOEVq3p<%OL<(9vbS?(udkPfiz5>O?moUQMQtPvDv2csUY)QF}J00Tt6e2$o$P}Y3aZ)bR_wM_&q;`wVXnu z^%E}ort6V@o8(7|Lch}oP8Ne;j+m}YuL#|sbY@!ODAa4ES)m>}Pa5D5bKoTo4RNZY zt;WPvW=P;3FgNdYl-+2eCBoL-wjXma87;h;#^svG?)p8W!nV6@KCY6U^3;|kd~#K*5_fdoG5nFjD324gnf#1n%96YRE{p5ut+{rta7p;iY)5pd_VZhhE9^? zXuP5Y$*f9-79j}``REdkc#e-4lR~&}yd<41YU1()7qi(U>Mj z@TPXY?fdLaEiYYU7OQs1WgH;zoC1FjVC`F7g`&GlGk8amudV0k3&1_Ri=qJjPl zEkNC*vh|^6Lt@Z3Q)>038Hh3WJr{;18twm*&F4Z8r@@lIJ;Q1lCq7{!zm$h0Tjz={ zg3;DRtOv(4zS4tCSo9f$%pLB(8`f$vjzUT+N3G(rGm*4lGl0b*S5<3 z3N=;uu4fe`(n+Eq2OeFgBFL1Sif6nR!sIO{lgsb4mbu&0?u;I4 zY=HHgI<-z1v$l6&U&Ji_s5T49} z9%lQ4A9oAn2wV3lI~gK09LO&+%tHXh>o-BCv{9Vt!j}) zoy#wo6VM^`1sNTNr8jS^?}S)&6R~PwU)9pr8sG^?EH^y8$;Ht{HH{GlsSooy5}mPL zw^y=KIDS-Un;MY|D!meZ-8v2H*NBv(z=cv>%cZZ3r?2GD*6Ja`pVD2BqhsKh4ZzQ^ z*dt_P_|6)t)j`?npB}=h|HPi~&2nX^xy_7cWgj5l6q07SmZjw*uUeIc9!RJvFPj)Z zk#cZn!?VIc<+5z~5V_ZePm%lqF3)k{p~}$8ql$FgaF~$8+(DjkH^{}85xfoaMOx$D zYQt*^4QjJMz|wRKo26G|@gp6{7PkqmnzjtV`?9Hg)wyamA|8tEuDm1}Kj|$&)$phP zSkg1~&kof&-tJBIoex&(ku{R{`disDrbO>^-`6$$t)A(AG-J_Xrqk5raF5l60GVS3P_)85;;n>i%Br z;@=66pY1q!`ARaxp%P&nFK`#6(^VAXy@5mB#1zMjg7OagG-|RlX}8&ZR_UihnEC}j zmY^v}i;1C#qprBtrxC%lHuAY)|*3PHmm>S&F%> zMbkZ=XHQ}MQZj!f7+$%uHypj^6=JwxE+QbR>HAHKm5P#E&^9EITSEIZ~o(v;V7Gy1%A!xuD6$bF4~L&<5b_je4Q zTUCtZt&T<3_oarutJL5A#q zDPR4Li2$LZ6(9(ny*{l0jhaq9DjmjOQ`Ud)(<;Cdm*hxsQQK+aEnl5ghLahszIB@8 z0*!bEjWF|NUMThWrF>UJpzd20Lwo0>22XIe0kZK8bfhy7mXFK8I*Iv+m~w`*(mz(t zN#{q@a~`Abo{Exhd#nUlT_CUKiJ~}YX?baN{wV(fjaZpgmV8h+X^`O!{n<&${7-&g5zv_?jhMG|s}? zs6@%NgOU+&XLJf|?>P^nNJKJrhEXoprUqw!1=DZ3W5jz3YuiYUyST;T|2#Ylg;kY}Zsy9B@WzBAI2Mi$sRcL(|A z&_q|n-t#CBzVcMxvn9BGj~;J1)E@LHR+k8fsR-LpJQTk;w|m`x5PWO#eHs6Fn}rn$ zv{UeO{aEl7dZq7lQLRXD2SYga zpYvDbk0T#u6H`4FHFyq^c(SH3Qy;L|wVe=Rx)Aohv{xf&j=kxtBtx;3dUonfffZmN zG6UU=m$Q<}>6OV7SyQmwG(0(~-RzLSbeVhAKxW%O4oW+>qReGt-JY#d(u5c--ktEh zfu~5pVn0mRZ{(4NLAfe2yHoJ2%CVlI(2obEM!`^!@hJy zNd*=Jr~KB16;)0^Ip_!ov>kojhCuSz!tlyZ&>6|dlYZ96#L_?&icVMBGW=Avco`fL ze@zu8RK#Ec^kw9+ITqdfk&P@Z4=l*B8_vYn+3Q7wi>$`{fa^PVJ_lre=wW5pUwhv& zGV5ws7%rj~8^60{U+Fo_tJNNtmMnp}IQj+|9J(Ii$dB$y~ExUi2@wnjGM8~KJuYJ}m!!|!kaw{tq~OFKXd{WzUG!O(Y-uGk-# z7O)CT5Aaf@{FEdp%&1%$K%VLRu-i5WIoxF*2+7F+fUz&>%h-Ui$imIlMOs+o&|FMTZM#8(DDVeQdVWrn(k#&+K>$^V z&Hhas{<^N$#3MKSSKeoirQRqy6GPU+N>uID)06=$p4CE2yf1gQEnn1M!cZM@5#^k5 zdDwI1O5W#l_N1k2DSL_V;D8)F(&D^Pt2!n*s?F0^1yZfK zB2>5`>4`kcziM!eOZ%&6^9=`I`Wf16CnDVOUR z<7DGI=agsY*uLh`bD6ZrNM6Pf++&M!Lm8aAk60^wZM+#EBTUyTSk1Tc9#g1Wm$&tFMWG{km_A+m8CNmXZDaK5#)km*IMuC03$L&nU^Ljn7M!6X}HK z^gNB-UyD5(haEhr#X7%>9FIi&*&pC_uW-bQ0=oLEDgG%GpAq=n!>PAQ7D(02j}@F3 z1>DiyfhlA#jRA`A*~S>S;3VDMl@f4uN8zs?bYLv%lkbEel2CTWEUxRhtd2*{joOVp zd5dB*Djm`Y;r}@Z-=ceCY0*((oA)0adY{r6+5@~+A$b*!7$MdIXb3_14srb!WR)q{ zxP^xG|A41l0aT_}$;ZCqEj#;#q%)Hmw26G?nek93QGaeY;NP_ zjzD(%>`pe^sf;WRdBO zjKh0_@mB)#VSV!@L&rerx>W(1ln%-vhsDCj3{_I`w&Mr6@PpTEnk#k6!3rNU(LwSb zOAQ#ty0&Cob+e>lh`fA1$@E0E#%~Ydl+^Pc4|@4xV$bCSJu|Ku4G}Gm2AL;U6`0Z( z8VRB|p^ly=r||Z*A0Qfc0}|y&^t&KeTWY@{Phu6P(wIp`DrR_=iSxn^bi!6G zxpdACI4ig)9}EqK)b3CXZDSNJbves)jk3R-E~~H+WUDM<;$nyD;|_#2#<2;8-#(Z4 z?gfyO?$j)zLM}N3PhD}R`!k^Iu(aTQ@Vbr0mKTe>-I8273~i8HY(|sTcg!K3R`KYY-S32bl+e8WCFwq!yi<#S^TtEvob%l+T({I42N8_iz|PCd6IJ4c<3WU zXE_xCAgw*l`>-B1ceDElJ5k_CXA9vjLKWt4Xy0hmr^I+5A*?}GJJZQWMq0< zC8Eh`o~~}eAA6#!u9;yxja=&qnI0OBXR%t+E5Yr`0<5}{x;EJ{vUq+ntiGjAFsL5K z_vdwHw3APP&7cAAxLjb8v=$+z{8UD84PFqY{1EgU%!DmOiPQz~8-51~7N^)w@Vm7k z(v-U9kwcb(DTr-lRvBzir#q7`(f2($_p>e-#r1tiL38Birq4?(Y%85)Rzl-NvoQ0n znX3O(umA_8Q*_2NQ}A-(09z06wGD;jm>SM7608WMB-Au^7fHjBUG*#L2Q$25ea5zz zjzgTO!JGA`-3v808t}*4#H7*Avkz+sz=Q_Rj6a=De&~|^LZz6C zFyl1_x*oPHT3% zr2?ABF9gEM=voWrO9gHt>n7tdZND4cTg>M%UR~EGS6r5w8K!{ru>?uOL)KqleKfS1ad+pfG>OF!CLg*YG2U8H(C|>`}m6q~Lf*A2oUQ+Y;Fw zqd`_)m?=xw8QJ_Khpae5XGLBQV=>w8s=E+?pnp`CLbvD4tU0voX68$F($^__q1f&a znpM@?3Z0=t4bbJ038f4UbWU!4a6LHCaT1}km+COQh;v_H#G{E2>hlF_c$ONNN=!kW{HW;;6`6FNY3{_!5-WGA#o_8@Lv6-wsezYTf4y^dL%$0=d z7+zmNnEK1GqcLv*OkaEWB&gCw^GnAcf6HCmO5XJ(-q6L_o(S=)O5L>SoeC<<((f|M z+G}!Hm0*kP_2W<5NuwxRcS04>K=vq^@>=;Xp4W*;T(jTG1e(3EqSVYPV&+}gMuR1{ z=AM$5AA^9%CZA=}5`Xx_4Z7jVX@qg{A))h>*cV*~g)75BydyRA4;s))tdYL*Pkm2_ zP|s~IC{B0_i2PHImGAf&S-1YzKBl4)OfjntaIO1OqKZ&ITRm_Kr`AsOV}usz+;a*RXO!)+JfEmD1cVrO?@ zXM6T;L*Ig&QH<8}`ce15Ib;82G2PtN`9W^_b|Uvm42&FX+XX%WEFg(G9L6HNd8Sb+ zJjIlzd3&_k+RE4_AF)we*|1SYgVPWgV+j0N0Gs$Z+grzsxngNTn*!x(c6lW8@QgKF zFD2Xp*1i=!tH?$|8GTq%+p)oeYC@usu*b8))58xO{-?wCX`K^t2mY+OuJg%4)yrDD z^TnhZXFH5*=EIB|EK<3x8_v_yln$lP%D4<*26_S9dv%Hz%?eSGmnLkW8*w5yfwYLO z-~+b_(f=;x#J4tX8BBC&&9sJGI)czFjTU2J|0t4hJj!iYVL!}fJ7$FdQ*=tnq(s&D zm#sV!{d5{0?BtvuqfPN}a8x&(d`5|Q{`eaag`RkW<+Y!u-xozpO643>ug)UwmN~$5 z=_IXsMkH<#55=E9QUFN=;UX;;aYMm}PiDX43021r8a#Qv-$)QH2)Vx!{(zGrdFC4hps4TIN{uVRh~7WauC ztWCJwei#qjR}XMNoE^@5DskPOCQfyLI-+J@1>1M% z3eex}VZW+p3-GZyKWVSSQMaWrftlEX^>hfGe*h2Xyr?%_)I8{3D+Mlp%M2awp%226z$M=TWek2CAss8yjSf^%g^DNZ6*t7#F?^B<&u4-F4;lq zGA7Odor(e;Ti$cRA7+plZ(J=Q-d-*~#YsC9l_f17XD`HV&+P1T77PT)3mLny#d+O6 zu`x;fSTcS~3U?*w@Mup7S+3S`uxc1e*zrOFt#NuuSRA>hJ>1jf{o}oNo#XyRc`9Hv z;m(z1_`5`>>|%wuEPX3G(^Ph+smvWKL+&owtcRdu@GR+1a>nLNpKR>O`&#kVJeKz$ zw!{DamH^MLD2^P^nK!*840jLAMLj$bAuMT~S%vS-j8^C8dfU9%j}Zo8N) zk>W)XT7ppVi+}SqEBwM93p>Sq@ma%S@nSzFS{VM-MqW_*WdU037e`3WzTv@n#EXyh zS6iH^rqqj`aOgQ+lunhvMGp5OVu-v{;$`kwe^oNxFuUc2H`~9TmqjZK&kdT7=Tj>P zTEuBg__l~qZMC9kT9M~gm}H{`1Y<=S7}!jFEG<3_@Ghi=F}CCclJ>79|2RbnrV6KT zlsN=e;t4w_`M{P&s^QBcl1s`@K*}H+-DOdb+=iD>?MWLp<+~UZzi3r?*Y{xoh>rxw zthIW|<79)!<%IKnGTGTL#q~%*`nb~~j-wn-rg`z{5)|&wkBJHB*?#h%&o1(nLgRqd zF9UY0KM|3jdid*{-R#tejQG+Bk9ejxJ*fYM3SK`qQq5%1MJ~$IBNqd8sv;FHRZMQ( z3O-P&>TV>;Q&S}zIbL_vG0LPgnKc~E1216v)sY#etICq796TezzX)hQ2!_+i~s z)wwihd_v}Yz#@WSbdFZ7#+7lPJgrg-mWsj#BbE@rNEEmZ4GsI%*~I~OW6NL}H-o1}iK;KJ#tc$Ld@Wr3j-OHR{}yflP~ z!4m@tccsc(-gfwBLA!iQ0m!j_q425x#EP!q^%zi&Gj|(d$DPU(bIG1Ll)`j~6Y7?z~|@I7Wk$0@!_vlJS{)Q8a?oi(gn* zMP6qF9N)w4dn>pwZ@4foTzH|83Q9jCS{e(fpt6mif`EFtBCKoJx%j`tp8%*ERIksA@{j;Q7I#aN~?;YK*Xt5Y&={X;lV_*KMF2dPBONB+i0>| zSkf^+>4}EX>UFCi1#H~XVX<&X|_VZ3l#=)J2FtPh+e8x8Xz5{=JuF@vz zpRH_nwz3SaumfPGzr{>{iUl|eMzRd;`j)TyNWSEr5k=h;_j^2n4qq_;b)8q{<7`9 zrIB5q`-^7}{p`i3{`v!n9pR~Oe)`z2{Qm#@?|zb9e>tZ42`@1aWc(is#{aR11({tS zpSDFO=1m+ppBH#R_S0o$4XS;9b=5v^*1sae4y4v8>oWTMZBp5^%(cG`mvb#Hwgh2d@6j<4H^*^BSf;bNi-B4kli4%Zzg;~yW=IwJ zlqDC#>S?6hO7vR{2rv7l9R>2uqJO3&V{p2Z+KtbafLz%QUrOx8>|W1X@5mmD)eB8L zomuk03d=+ZvVKVVkYd>g#ixHU5pIg|%WTIle>VGcD18%(`IG5W!d=M%lP4cbOJ0_i za~==oT$kx}+uCxD6_```w#DUSe!Bx@Wn7)e^OinHft7f&h@Z4O?%d^hM$pyu`BY$s_;KYU~GPiRAyiL z0M?y@Dv@8#xO#zIX8GLkId=9@;zG;kb|H)$?2Cd1oB(@5SQl}mly0ztp}u_ zXDTnW*K6u4BHP%0HYr0Svt_l&2-cp_O1ylX{Z*lZ48wnpQsOn$l|HhqJwE0!*0smgF;9%|&w4`lf*EoQBC`YA*~9P)Z4^0c^TNoE zhlUB1B-8tvavx(R0CQKR)y`%&%+Vn zB3479s94GcX7p@b7+2epAuPmW+%w)DR=A7@EV~suwqn;LwxbQ|0Jhz>Sc{%6@y^5s z(4g)m>*GOB7RWh|?Ijz?j-T{+ANXmH(?Ik44KIia*fQT@z2L!yZnikidd4p-Uh=AJ zofkJLtk_8v{Fx`sXHZdpY$qm8c+JjK9Lu((K;0Ak$3uD0^C%Z^CL%ty&33g|?Qebf zfPC2aW(7Ew8K3>zuUk|Y;wi=VYA70@{%UMv8;L)^CJsgd5N8KoLrs-O+2MyCT56AX?oER_CFkLMVBQzcrD1tfg zlKh>n>dKf&irN>udzd*&CQEgG4317vo)CB{r2NH_wd}u(fwKc;L(L}zdHc98>g6nu z`FKYaT*r3S-aQ;j!8L0hTWNhhI2R#Q8v~-j6Y0L#LprtmxZ12;{B|9S>gam>X{-E6%b%{I zLE4D!m1zuz@?AJUt}@d1@UV7AF5Y0b4yccO#)Y(uBj@!FrAr;_c!2BZGIgA7tK+(r zb-;J7V?EX?^*<6@$i58SAoA08hRJ-~DqQKs7Pr79ze;RE$c_`5z_AikRl6}OJISDh z7_=}MG&rHXs@5I04eSiLX;5Hz0^}j(al18TsjXFV$wQNbv35S z)T^eIT$zq-R7%QsrW9f}uIDxClazHH1E{8p=iB`wm<}(N29ppMLHtU zBNCBDgCayRBsk=fxLRa{>R?n75n2jpy_|Z15bb3l%6SV%B9{iD9IfLihem2R;Oo9| z6-H(1$5Jk$tIO2i2Xk&;#Z|U#*+S5AYmA9~_aWcl*;wWs`~7Cv!f*NVvY))nZ#nV9#Et*uKMuL7@sC`4Xal*Z{%0tbIr$SUEFWxzr`hHFCPE0jZE)+RJ<~- z;6+ICJdA&~Rj1T2+#>ihgWBCKjwyXvW~;>0GeBVQ=!TX%CcEDO4Wk*uv_aa*$}r=f z!*(@2u@iptX2wAFlo}HZyb&Q7lbZ_`ZbV78MI(+c{4LH z=6}Z+&3~OSn*Y6o(Sq*?qd9BDXjl>xkoIqPNw6*kX%7IT;SCO7#5^d!-!CZbz7|ST z-$!ZR6DVy=P}D_sGnO|Qghp;5S|XE2OMOcWnadoc+-R4dJq>4b=GwsPh5p90Te~2GlJXP?t+J@DNfXq;MIi<3L2t z{_3P-z0t7}(wHbD%R${v0d+n=9lkh8Bjf|rIgIf7MVwALR&{w#y^lhXHu}Cry1cD4=fRl|bDiZJ_Ra8z8%Wji7GUZbNmmcD9l& z%PWyCu^M5;v-Zn@WuQu~1&WfHc~zTMeiid7dDV_X(ALmgOjSOR2+ceNMZDvOuc`Fg zDOgB=nBv>3QZ~3sfY>D1+JN3k$7qccr6 zCRH|~8{2CU>g5s;cBAx=B)(a5U2hfpAuo$>Uu-FdaiPr#O z6Zpf5b4!A_S=iMldTe%#3}kETYeT)tkE<5GQwHD37q2utZNyJXcN%~k`P9vw6XF|e z*PCFwQiAPvCfII5u-zuXcGsrZZZN@ieeKxpuw$@YyKH&&*v=7b=LoiQ{=u*v{Fnjo z5^QHA*o~%s04d#_V!Im?C?&5!hGGqa7TGP>PJU=Ms9TVndC{P}^jCxF%&*;o>5^Zg z8wJmGGh23Nz7qBEn722gFU51M3KA^WonW~x^EopMzmMfs!*aQQKrDy2t;t`D5{MUN z4#vUdTIl>!0DSrH81Us^XTX>LUIKi@e-OYoJ(J?SCt0t*P4M1yg7kZf&cc$rTu!rC~m4dyE@-RZ{qXLb$z+S#1*qc=*7)wS~@Gb}Tq72xp#8xEE zR0iw?RJk133$SDaM&0yY3!n>L1)vLL2m>7bGD^rbLe3#Lh+j*ixJ;}D=t$_;#iRkC z^9-Pi7|;c#yBwXV(h1P1{nbs%+M!ZS)d0G7Dr5lNkbH3y1G-Upm}EdFRYh-b*jH*8 z?e67cg}CcuOn{?@IutwYT@;anPSaJ~u(*mC3r%VeHJQHa%7*M82 zGdEIDZ6AQP_967@GVEgl-U3VM6|s!{X18D+)nE{ zE_Ef9UWvSI#7jzdBA^QeoEt906RL4Q20pJLinEu&Vb=-{n-Cm!jd?M_Vcs%T*^6hD z!C~zpq0N$ZMI081U?NV;S9A;iLI4u3u;4t%RkKnN6*JzvIupWk9J(;gC4qM)c77lAwkl?VM zHXN2RLOTxgsj?D>G3L&%g2VC|9F{jYtR2?dp2Q<0wv#XpaF}{6rSRKvOxCU-hT~#7SLF`znJ+w`HXcx%tHTwKQYU_T1>9TP|E#<( z*%?r{$oVZmmPIT9_|r269NGd7m*nsGJz&=n@$BWp@5HX@E=K}kyz!JRtpifBIc5QL zjUsbfrPo%D>*ex(p;D<7gHokZDOb$6A{R^iZ0(OMNymb5J*&*P9&vaq>rQow)3V4X z0MY8Wmk=UOd`eZrzgvG9=T*+>`jlM_pLAP?@xqJd;!Gq$3|Z;b>1_otwP& zqyr?jQK8e`OoABakC4D-jw71*zh!cNOi$MQ#KpaBt z#39rWs4F3mY7s~o0!iAnj+9Y`GPz}xaSdg>wNU1dK$+Y!%BT*MDYqz7UO}01hB7%p zV#V-t27-AB1jC9QsZu3~Rpeft!92*|iot0K{mu^vOtUjE&E^UX{cF>D%(g_l??On1r%y1f=M^5E=f zk@3F|h>gR}*f`jW{%Kpfzi2aA%U32VQ*Y5ui+f42*OSbD)gtpBu9eI|i_F0aG6&1Z z49&I}{*u`r_9VI0JuOO$Awp>EPRD-aBF6wc$b{U*47tn2AVW+A>a=~&P36YFPvnNm z%8ia?;f|1u-pd2xkYHyV5;~1ukc^(YQtGCo=eCWWn-p7J3a>VLYmzm8+-dYWN#R0k z^a?9Rudr{h~+YFqY9XNaC!0}j~%@F^842ZXgop_6^ zLj2-un>xksqJ;XBwN4$sMSOn+@%@gh{PdbwnFsEChMIprAQ|$Qnvbkb&BAMA<-+UD z${9hlv{qKmx2Tz4LCt(eYW~WasL3O7Aw$iV1|-8EQ}glFsp-EqYWlA?HP5xE`Cryb z&0LF`xfRsREz@#^nqQh)MoqU9HF+dp?MSG3VL;5oLe5!xb$aGIsJBH!&oH59v5lU^ zq}WP&CR%@Z<++YjfB0~OpudOh8QnK#Q6HZ+0hx6!{NqU6a(#{Ld3`u{lBd47uc|%D zg(q&LzIZdRbPid|`0+Uj+)ZxywKtK9ToaMAYs{i94tu0wO4B{&WL_5^R+ZdrU09|x zGAfN%+kPIr7&v!OS3Cv-Ko{JsbT@T@$X}hJu6SoPS}&2v`o|EGvm~+PwN0g&SUsi@ z;=zwYg!}5pPQb95#*G!*IEvdZVYqAw(~rzd5xbVdL5w%bh&+y6>v9}T;zVUyvU_Z# zJdN%h3L7wK^h-1ZM}mxTBz3mz*&Ljmq5XPrvrp>^MsMatyCSLmaKQckJ zdZ|UHoT1Ylv;o`Pv_72OOkENN6NQtJ$PPm;eBnAXw85Cg5o5>=kK9H9`>F*9k-E`* zAwW0><@4E{0H|A!QV?&gw*5>O1LtvsU9+m1D1i9Th;P3GLm^rBBqb(+L+tSQ&0qy! zm2?P@{Y&;B2@%&|%-_(&!-PD8D_E7gsG=w(YL6YZfodj@_V8T&1e+wE6(sOboH_Z`<@r-N$ z>&KNV9NJBViTXF?u@0Yuu~HA2u&q?(=yBm+T_+(} zaoRXZD0tCwi1&XG*OaL#VRU(0Gem4%@E?bM<=?p32=<*ucMX4I6VCCDtH-s6%M-dA z;itP}wO?~+-bboPL$?mM50T9eNU1m^CY5#E|Fl;&B5^BPC#iMCtR97Nb#Hb78DOhOiGyrR&rpBtV`R1F&hvEYm#ECL0bZbf{2Xm}cF+J< zFOBM=2=+QiFVb=sCV>cIlToh{{`xLvH(U!?Rb-0WY})0p1lk6J+SCIHC;V5E_#M7P z@^NK*$wC-0@s6rcFIc3f#Uj1JBE2b#cvMM+Shs{=O^B(4MNG=Yu!=cqNs`DODub3~ zX*-6OWzCBaLFi_hpAvCMOWS$RgYz(s(n{g;IBlRj5!n!L0qlTdhzKh;X1(7Ke(kzU z_>N?~FLqe(z1Di~tyu59j_ds&u4%o`8QY|Uh2Y)Mq6k2Cyu~tXsROZ1#qjV|x>U9{ zaKfJ=0@T~G@*t>f9@X|yKCb@`Vs3_%hy8At^6^LdAl~wnkH<)YurT}Hpjbse4bo#~^_yO(mf_dl zWOSQw%%TtrNH69^!qOr2rkYL2n$0Nnwlo|0Su`8uP0&OkYc_cbjb;-{3YQr|6mJg%@L^Le5?RrcZ?2SEVj!RdjZjl9v9@EX=&FC?$iQb~h9cH4J!&fFLT&BmUg!-b# z6kB?XtkynEokwmqRc6Yf%!F8;M42g5csskzml3VElQIMCg&jD2 z)(Ud84y;+0)DP#agg46w;r|eLvzJ%1ba^Vu^0b~S!Zv6*qrt$JLBrxVRk^m#?fzabczB@R}5tBmWC4 zE_I{09KMX=;=MM*jQ9E*W-4PA$2@K~%v2J?OhpVcm5gDg(r%ckd=D6AFnc@MX3T=h zh8Sa;aZ}q&Y3;Td)SsGXN)NZpGv_ynlGC46a{7(9NR2h6*I=wEt=U-f%4F79Q^^=> zDl3gOsgmO^Q*t)0s^pAbUdbV&s^kQs{bC#l~Ng#pd!#PVaIhr<;PySZw;xrqwMr{tAl?*tOkabAFQq=g+D?-KqL>Sp!a~ z-GI{vp6+X@KRs(xe}dOV{po}H(|0-b2L$O}yZY13Wymw#`kqvO0;oN~D(X*foBGqs z>Q7&r0VgNSSr!A1mv9ZMKNxmaeGSu;g=xy|Op{TJx>Lo-s6fjsI-Uf&NqDALQuSqc zrh{U%28&L+Vk8!wtYTDIrWpOfS}i(GOEGd*C`L|4#pu|kwJ1hzauy`n!TCGh!Fkds z3P&!ZD7cqV6#7?J6x_=z3jJ$P6o!^53hBzxrYIB=MWG;yLLs9l6xtPq!fJ}bz?ek? z8AV~(4D>)oQ5axFp(m>-3}h6A0VoQ+G{A~NnR7EjQ5b-t&?Sn(hB1patga~dSd=zk zj;!Zx`VFb7uwkXD&@HNh1PVer&s0?yO|%4@Yo-rz6O8@fbq=n}o53pqp4r_lHnuji&FdIJ)q^-znJEyZDo%G66;;meaW z&{7-<8O5QnQgIj=vuGq$97b5GjbyDOBQ%mK4kN}oGSX5Uc8_7|MgcTzMEAvuF@}?2Gc?r^*8~04z;V9tK#!hbM~s1KglNGhC(unVg|Agcg)xJy=nE?xyVin10B0nn-{Ym;>ctU%m!FlL3=M6%3| zQfjlK_*GpI3>}~yW>Mh$Lsr23No^^Ea-_p36N5CEDied8YZMB@pePfAqD%~ePX`la zVlY)E2GN(nRGAnQWnvJ@L=MVCPLzqkM41S1n!m5G6s z%7iaUgeVh(%an<*O_>OdGNHtlqD0eWX6<2S)sTCfqOymRBegiFM>wb_!$G1iv~!T6 z-jsuSC9l*nRn*v9N-Sc*LB04Z=d%s7YQ?aq6(t+2H1ev9E-fMUI1L%2%gd8AlIRwN zHr-+<{04N3{x#?ps-;_~6}p8o?p^F}eeg3Y{H;HJNzl*2#~QKfS~*#t9LUt`?Ld}s()r3-9muTKFj&inL7Xwo zvEHX`&C|pVmYwTmSG+?Cjd*6+x!yS??LVkYU{xI54o|+7oC(K|qSg_MXuERB5^*6) z<%>5;#d6OMKQ13YkmHi$En~oMUaQv0$%EszES3⪙q;VF-*=!+NTRRgv(R3xJnkU z1D$hvnF$@+Gjde;+;9CE0)ua@lC{O!89RH1bg;!L34O$+u_V#-;axAx(8sapIl

r9ybAU^oQ z^Hw|>KlQ@%R`|;|TPy!SE^7k_XX`u`hx@A9pKv5@=mdvgdBxfn{`nSiC!7a%*&n-y zo%Ot5*+oCI%RRW=S>(v^7J1bz)&qegVwkganf&+_d!P31;+Xs8xc=wQC%I+eY1fMS z4dXr>kYeTPM`+kBytZOz z2IA%}IL07>IQQ4S*+R7#x+8{|;ot0x@;Ew^;{>s=RdWm0@3ej%uUJx~^=c2=x&F;K zmc{Mlik#(dbqDd%pFMBIWARIW_PiDT<@NYJ&K?Oz4mEyt7id;=aH!9UN~n$KY$ zvvq!k^5o4RF~glh$Rm&RytyfL%$DmjHV_SFANY?7oWYE-Bd3|g=tjN5cTrgqlJ((H zL4hvDxrbp*?S~+GcWm#2MNX7~Xpo9L%<5pYp7X3l-KJvERstt0<&5m39Od`AeCD5W z6oBh>4*!B7UU}u#eO2k$6S}fj&SgHnj28~Xme+v?;1+NA9!I@4C4o0x+y<>RHlNWThwySxU;GTlM4%-ONaSt+O& zeGW8BlqASpE0%?_Y|dSgt8!2|8o=%~WG59l`49Eu2aZ~>Xjj88-xzg?lv&T;;M7JU zw7STMtFG0>RTngCn?oR&aqPl4#{B7(TszlMa?RO6?6K`*!kKHAT(3!P4dT<4D~YUu zHHobLz(^)E^pMTjmsCdcNVJeycOU05!>!r}C7jjV;qa9yGdZ*c`dcCdqRdChzIl}< z4q_?E$LCWHa&~=0j?H3i1kmupZ%?gQ>oljowaE%!nJV=Kt(KH}1MZLn0pnT7;#Qi= zLNp)`%T|sGdj&1WFUSgc@Xw9J?wF!APX*~6ukHnwbL!F>cviIpT}}j@cX!$4=w&SI zl86F27h899T-&#{1f6OLx@|HdTd~-i2q!I$C@kj)KS-JZ!Tt@7g-{Hio75@}A49c| zVKU+P>%Jj&n_1aVwXC5i4iBRh?cI@SuW9T~Y3vTuSa5pU)_jMy<_ve0ZOK)WC}}no zqI|#up9{Y|6=qSfs6f^XSyYfEz0?)N&j{O{dLdO5V6$0^ zUPc|H=i?$g6UA(;!qaF0;Os;<7cmM&fxIeog?3>Yh%il51$;RpQiDXK2CIwIAS+TI zmz?)ctR_$|Se*pw<1Kmmct)Id6sDH#vYO|vMa?U%NoEGD)jc6N?XpUppH=F7{%7yy zmAW>Sj#U-W-Ad*!qKhHlYL5K7%XuWorXtHD7Q9B=X^Er!-DO82cV&c8p0#iZciEZn zg9+U+mZ?-4l!-o!GxNE%s$gulGYiVyiE*QY?q#n4UPgF(DX~DDa*-3qCo5FhZ7on< zW`W8q3*@&gP{p+`P(@5BKeIqxW>xk(DF4upQX#WqrFkvOoysnEobBCjX<#f1?anKh z-(dywWd&Q#GD;Q(wbm8PZ}E!X;+2x{iZ7YW*RX!<8k%2i1q)m4O;)fz zX>4d3+qQ!FuW|+Rc^r6UZL@exuLA6I;o)0iEBwQ25FUB?g6GSE=e4+E^~KJ=%wnf9 ziyfX;EOy>_Q zrG^eTY{DzD2`^=GYZ=qqu;vZn(ud9Zhr2yXuLC2+Ihf_$_&B>QI>4Fq?rEtDO;e4iWzE${i0SPnt`&0-&cPACYuiiw(@Kcc(E0a#(m?nCm z2PDR1pI9K!xqglG&2SgA?jOlR>lIHk@Q#q=~{TDs%vMO$x(y}eBK zGswY18+cVjbjrx5!9du6gB4aJb7o0R(+CEt1oEzzfO;iP{aOO94TIJ**$;II**PFG%;B+$LX^Kpc1vB}W+?G~+^_9Kvyc|o#a;udKjpTzZ_{sq zDli}vAQZ#TgqN1|BZbx$ju7QJ_hR786@*?<7?@G##w6j5-1uOjDy7r1;gmY>OC8Q! z;bNd(^4WD9DThFZ3e%wiI)v;BnbP63xi*T1(}WITiw<+`bl{3pI!w>VDJDaPX(7XH zT>FcKb~5m%K-J}Bu$PnJOaWwIK0FQaZOF%MX_4V6&b@lXZjs>`3pYnq!keBB?$#Tqdor8M%=H(M6D)4iz z1c(g@>vtji&0bk0tSNQ0NG_6TEf%>9)3ic)83+EjC!dq$=%^oP5M0hl`^jr3TzTy| zgbn5o2RaYH!sGJIDbXv=o52Ie?6S8zhw*&0XebpGjL%2+m_^<2sR;O}0YeVfRNgCxEYcc$s?ezTF>;8xZtA{hIn$_H z&SNEA8xQ!GaXH~>9Q&A$SWUR>cv3#gM5~M@`QaCfDbs-0B?DWFX#&Hyeuq!_3G1Xh zVLlml_+*%6pzz8JBxci&3{+xg&2|O~vJ4cg#z5s=Ry4Y1Ch7qb^<m zQakMIdRxq_x8qeRX4YFIIdT!G4LfDeptj6<+wc?Iz#mB0+haxclF6*MPr*g#D8rzJ zFYE1GVTIapOjV_Hwyf~-Q3dZfgNhDNFL%FJFj4Osx*x3CeLi)ccAs!|xYd0Ubz_Wc zU$y(o)Qu~3pPA*Tx1#%pa;tS;y`1QfmCicKF||xb5uUl=C6y>vRbZ$v{;6`>h>LVV zF#A-&gwVs0(d})K0j$~Df%pWM`0&$`UDXBhL9hb(Gx0g=$IXG!6P7Xga#3GG$0BHW z2}02qpGFr)4cTdzwZ`yQ_Z*L{w+`{42FzSPdlt}*Pup12OYF5vc2tm7-zS$)U_T@> zj!tplXnlst0AKau7Voj*3){Pyd$$;dbH8 zF39}HsS9VD_EQ)2PN_#Ob#c~)d$t!Y_Q;tf>f)$d2y>S89*Jc9R z)HUHe6pb=HXS83opmufvb^8K)eLjAUpo0ebc1f_$E|`1+Dg{xQZ1VTG2bh52sfqNb zsLU^WWMfKEfC)AV_Oa1)jBRh5DT6)fgBor-`Nl&fO>w0U{9V>kTUH<8VMNy39?Sg1#sKxRxpUE$A0m;NGtiIB^- zk<0AC)>$sca_Uuty3LCvlUm#Hk`3Qb7Tl;)v&T)#(T%6$AzP;7oPEWL(2^xPnS3rz zMT!VQc!waBH+HzVF-4W;;O6pm!IpKwybG;PbUIPmL}d$q@p{UKe=$w@@T2cc1SX#C z@T2d9v|yo#U77CiD}4~$Bcf75h&u5LUN!vUHSkA}9wmP6R*^=z@ z$uA^Rpg5uYXcXs#IZq4nSdMO2@JNmA*v`D@#%Bv{!gWF&cegvI3nmW*Onolz0(n8~ zMeE`tzxY+F`t@p;C#U6uN8GX{MI-Ob(nl?aI?k0+4k-J z4mzL3hG`~VN$lWqD8V1IWW^|t0jtfuauHj&@!~5Ntu2-nJ6Jo)99vwXS0KCqjL>E5 zK-vZr|s~%Ve;5dDTgBl*vWd)s>Y|jbk+)g zt0;%J?w?W*$=!W$!G4fz_NREk0@<6x^eC$rVumR2);+2*)X&5l-Up2=3TGp%OFWm{va+1je+WVV`Z zX*F9f+Zs=*8E;kdLbjUCX*J`QZH=jhTGhOqt!6B(hA!J0OR5=cRa5`{Of|!4HG`LJ zjj1MVRr7SVn!dD}@UpG3r5e9g&2!mmN@+FzWm_ZFq;;Ih*5RggSe@(O;}evNN2>si zn0XeTjJ#+$TQ3F{4h>tF+DP$2h4@<5*LlV}H(Q(tM2;+z>u$D& z$xncwB2Es4d<(mg=c&wRo8sYWcrl1Z`FyAj;^CR7$oU&|fkr>SFUryAuJv=fUa>y5 z>mwgMICr>leAfOj($BKDWl){4EKL-BT#xQL@NpV#z4W1v?V3#<4tz|HBA_vA;lqG% z7LES&=VRwF%2lbbZ${hk@Wa*cP+wVHs>A*ejdBSnNU=pkw9EdPw)*bbT~-@-L))+F zJnG=AQGuL1hEg{CFrO2d8RruzF0SLMuiN7Dz9l(X><5VaP?mu#(K;x7B?$oG%UKea zd5jh5RhN&`-+j9v;X+Z$1`7ieU^`tUwnO*j~Bl9x-1_rfAMu$KI$i5 zm*wN>ldsG2@!ZMRW%)RB@^x80UOM@@EFXuy^tvn`Pkre-Up}7w(szCNn0-~tN3fRV zqrl6@;PT}IGVA-x$3MjKF(`)w+0Tb}^oGOVkFtj2vxUf*Rm1I!f8k6GG>oBa_z>3) zFBfb)(E0H5V{sU};a|Q(V*@32<1qZ4cUuPJMrAVY5@y&eSsv_o>36?wi3y}Ql>~Vx z=>i{c;|E_C`CwuWr{A7c5)o;UuN2_y=ahN|Px&cz4ABKoE36iasv7?K0Lq_HQAJK+ zAcjI>t|+%K7?r6anF41O<_UX@A&WER;`1ugU_RY`7DmCt_#gnSlF%hMloy}&s!?7Y zz;~Wjx+F%U9FFltK9#uEadnt?>p8NMX=zwR)G8PS$qwhsrpbjXH5u?&T6*GgEd@#N z?lY#Pi%ME}N&!mmO`$<^bD>=KCjB8GSC}FP;YP9 zHpH}LAleF*RunSCzhG-Fcb-qd<>K>pH9mCcj1_)vJOBQYEoatYcjcfoY>K;p=Ax_d zd7I5s#s=}~S}j~*o3>MKLLE}O=#$%}gx$Hxu=IU%E4#8eX5t=qBX-7Xbbgr7U3q6(FuIj!7FgT2>Go==DaJ!6u^H;xW z#rg2!2wSd1Xp~kJ8rFAJXf*!d`$FUULgV{F<8>DrY?NM7s|t;0-BpCfGp-1YMOTEz zl47B88bZT|&~U^&{B&ZKmSzO}@x;a&bT+aEZB|w*V`a52V`X*Y<3)429UihF%Z~We ze?2Syv46NxebWAreE^=~x4Q>o8z=dPc>iFNxCA-E@OQV&Ku zad{wm6E2VAeB>q^!aT%#ca8%ayHnL%*#_B%*~EFI*^?5tSFwt|iSfM~AC=#S<#04^ zE9_~8yDsrw#%(BDAGqyi3lZ){#3Ky1V_-1({c7Gi#$At`o!Ml(RnN)q8`+@`cgRC| zLVm|$GAp;EtiIyz8Y~m?$7|(WEN-voo%u~1XVHz1$?p-l*bT((I6F(?ZUT*x-vePg z+-`!`b5;Kwwk|n_(k5l;t>nfhxxBtXe6DeOV@=;w)9X0Q51zM?3)F?%H_I_m+)mc? z=9)&x>TUddE4lH@^41&3jh~aZrfPb7O>e2`QcVwV2qFCS2gP3+x7ZnaQr>-6O~*Bj z?UXTo-USCgdFzL;`7UqWSJQ8)=^dBm?@oTc4c?0K6C7Ah%I%(-zP+Zet7%=+We#|R zzrGvpzEb0RuyZc&zPG0Dujw~l>e^<0ejmB5tkq{V}_y588AM zT~F86^vCU*{u!Hy#wn`lPuMj*XVV02qM)WfY1j0p?3(_xUDJo`n*Leaw2Dt743I~6 z)-gOeI%v}&d%mvkoHs8VwyX3u^5|#nI@(sIx6V_(uFJ{qC#@>oNdrlJFeJT=%E{xl zDy;*&uY;X(^uzSQ`MNI6>jAo(9wd)GhFZ(CgRbLRcg*YS>U0kk$Rk|`E97X_rjMdU zdS1V^UekBdkI~N{BHE`>^oQvV+RH`nnAdyjRHZkPM-S97nmL-Y=~F2Bz`Xt-T3^!- zCJozKrGG{qeW;G%=%+1QNB_LuLif;hb-J70TA$a~QI+=A>Bs1U^?8iwTa(hmuzIXR zpY~CicGPsKPLGnNLQNOy;LW?~hv|-**67Rw^v0Slqe(S=M^eKezTc1O^C*?-w2un) zd0nD=NaN$>`n)cHbf*MUzN6! zM>o}LdMo8H0p{y^XkK4Mg9IbbzpmGGk={&`{K=c<^}0H(N7iZDT(9YEP;6*;zOIMo zb){a@Z>F0O(2bs`*K`-Xfu^|Fd*R?;dN9#5HLp7FQb$Ta_ zkVhY`*YpTY)4RCz^t^r-tp`U8(#HC{-blAlp-wl`XnkIfvJe#pdk4LnJi5PL)3;F$ z0${$bubtP|(;yLf^a(VI=>7Bou6Fml-hIf#k*x{l`cc)g~tqnl}h zJo+TcP0+uh$GM!I*JX6(G4klA>NWjt%0Zya*L5(jH`PUK*7W=8^aFGadGv7Yel!OdWa$zVie0zWO}Yic}nx z;GMU%riW-J73rp$F4pNyG)&uSdYE~1kh*BHrn^9_5c4yv^IEvArYC7XjnVd+9;2Pq zLtARP2ZeiSpr(77?FOlj;+pP5VV`!@v|mpazkxda1dY%%#`;avQ>UHOTc6iGw4VCV zE5AOkduzH+%1qO}bS>Rh)7R2YBHCTkgil3udre36nvQ9ZCP>%x1U?neyK6cCtJU;v zHN6{DxQ5hx514P&SK|<$r2T1Tx>vEQ{+~xX;O_%km$?>q@_W5hOb8Fb= z6GcykXj2{f_ffcJ>}+T3>3snmB&8 z>C-43%ggs3$^)EB1NcId5~cVdVx_#Y1=M>{iZ@9uBju{WM;xM8xkS`vV&SR$cx6CT z%FXqNT>pn(l8<} z*IK>%iM17aMSvs;lpcH_R0GUo(QCS1kzoTGS*#i(vV#5X9c)Jvxq-~bJrsl7*v!mY z|NH(#`u4leWHk%bD=%bq@mbsb;&;PJztwVK<8u2P(nye7ikBs)r>K*J;wEpm39L%G1gB&m`{aI9Dng#8sEthY2vRHs^s#bq zBYr>9$n54hqs7S5h0wJCNO{f)OgYsbV-CfK!UhX)bp>t-+nrOX5<_s!Z`6k5OzOB6 z(Si>+x!SvwG+l}4zz5_-`VWBp2O$0fAm3mE`ab~v9{~LZvf#Q3+&m!FRDY^KmXoGA zdmjo#{zFK<5p=NcHvVs9V8?5o%N$%!f!o}+_j{a1L?1pN-73gR(ljhSjQ2d39k`JK z_p$A-bE)IND(5dV+)?o&kX1yrp^Nw(+YS985aypiOTuFZ+K7J(`S_9St|ORbJJ0_)D)?!j?IuwQB8SDZXWQx*3S{6!j^-1$IJJ@=^7GS`#NQURj>3 zTNM6>8v*VmEcOv2@@>OZ8 z9ioI?yJ^$d`zWlk-S$i0e@L&_t%3BHcfhTjp1fb!nllw5`2#EmBUN0yb#!x941_Hs zo2%vb63Hw?p>^GhSV&(zR-yGNarkd~lm4u|El0gY$0|zWl-QN#talddnjMF>g?C;V zvF0qX=pCaHnDRHnCd~E>aHv!kSeNaFO5#i|#AFL(Ie|-uvVEx&ntt}URNB{0I+jyrLx8%&? zN?64pExNzbc;{OVhYsKP+LAtpbp(;`5C-Asn8Ngb$XWlzFN`Y)ElI`MEx2}6aa1;> zA)XM|jEcW+IqjAn&3*)|!^`nC&IYbeh4$Kh9>~Fa>9GcU%L&$ko$2Kvq>&kewPD8r zVdq>o2HDk?(QA7NK5!9IjD+pt-jHW+djeq7cIa4@-1*jP9DU>e4r;ww?=QseupaOG z0AwEdsT zW((+~Li!NCc|dFJn*F!T@P7}g*zC%EVnc7;v>|u+R(k;?-`4*>1~5b>I;;2Me}yBY zJCT!1$VU9=HiP@$A>R4m!CL0BZjJ(bZST!goQ3SI1Z9o&JA3j3;vEohzaI&+apYyE ziP9S5Mf;!fOG`T1ayuBAUB8WK@%kMt^x8H8eWxHRvC9PUOjaG>xhK@iww*nB3E{B8+I@o!zKCuN#H|k!Ekai zPa>1C&Z-ayO5$HUmHtl|^FrF0Q%NdPDp*>yw(=T$NCbck zUa)6qjNR#p$>(yd3}^c0=Fdw1O1zo9qAdxD?I66r%F~%rwIM8?AN9 zw=?$g*eDB|jh`=M?C+?1kkb-7eqhVXkSly(%Z+OSrhrq~T<+FT>jpYIU-);!}@>&g}o?@+yp!1hJraj<$ zk$+7G$L{|MKr>&C%=uVk9p&Fi2pN5o`5Rm&uuHLfsyD8{InvQ`hby?{ux}<6wBv16 z1pMjbq`u^`imSoswGlNNT*-ZGSva$+%Dvlz8`vUcaIlA#nI2pBBj70kJ@8NQPU{5) zD88%%w1zP4n@}*5;!-lVdi)vP-#ARpT^6?CgFzSlK=4fT5l;dDyX%p0x!3cA!yq=? zED_SvEX6W~?r}S3KL(g)^J(_fUD&+Ujj53g@)n{wxazZw5G}v@?3iJDVcg%bv3T>B z)VMh8az_#IpK-**;_(R2D90_D&a~?8KR{TKxQTz(>dyRqi^KBH>w zV$(hsGO|s@Rm@*HS!ZVp%2Ssz7hcfHmnm10QNf-x4b{_1ufj0VqHe4C>`fRPPG(56 zn3q4#s!0|UNM=lCwElDyCL9`3?Ri(bISv0aD#UkwWHpM;A7mn{S#x(2A&iFcBkmgQ zR8uH+>{!d}V1Lz!eapc2F2x7eQFQm++f zNEff_`lVQMWGNJDt;#k8580G4WEi|Wo7B;=7r7o#Wv{-wJrG2)6^@8qGRM_sDvv}Z zOB`iW=tco_N+NZo2^sBLVoB8QkL{(XTw$rmg*pn#@p|a!G{}z4&d}f(0~E|0A5d)a zg4_QN8fP4Pz^c~y>FXg>#;vQeI6u><5w=v)*m<*rnRS#W444lGt*rhaQhu_aaE9!b zCE|G!gG-Aywld@C~!sWtN=FbhX`c2#%o28{UM%m6xr3^)<<9~2k}LxB9Ed;$TLfsC=NWQs68Q0?f$ zMn*R3#*rsJBX9*W7Bz&c-jtt+5kgW?vW<`T%R@NC;EzAP@1w0Bt1_s0xk2NueOw(q z=_gni&gRfwP@m*_Yvfeudg^5H4)Z~_YvhLtdpESHvQ8E4_qPDuoNXm&owndrl-O5kIPvKrf zaS-w89|xlZerpNuQxZvsu(}@q%0jnKw*Fkpp&_74EQi=8SGHtV6gRCo(Gp`8p3O?@ zo!witFU?EqMcsz~GEYDGRS)44@^zoXse3g=7k;~}^QCZuqZQiA zZ{cHg?0`v8Ws}^GOL?u3LFnxPcr_dllwsVbhYan{lJ(e=hW0 zeY0IV=%ceTK>`gbc(SeHyqCa#w6`Eayum)Ma1R?u_%a_>7bb;0^ED1@)zMN1SO5S1RY6Qn2le@|@eixt3C@%q8 zp(wdgVfqOT*xDbPajAro!?>yMRof0E>Djm!!ys-$9ic`koi&qhD6TAhtexBfY`KUME!pE~TEJrFkUST| zaW^xR&G`(U7yc@~MpGr{h)nXQb)F`3r>AL{-3h-_qi{rEsHas_w&o>9Z)ax%-UX;A ztdCK3ba(8Ja}}6yUTW`gaZi7!JtoNf?BhFuIIa}WqvC>h9YFeR$2*2cf41J3+?u8U zom?C2%*8p`aUgR|RU6>;>|9iSkmg3-8Fw)F`Qg5&2xb2JVQ$?}YGJqpdB8a`3JNWf z8pM@Tfesm?m*UnVQ z=dQ~XdUqV#+-V=LCmg&m9HN09is-{7KHAY8=e&($7REaqO(7pg!kmRnoZz69WZ7sY zr44tcmEY>HwXCCHwh9>MH2;Y?;G0Jhw5?w^;+7!$C%ei>%oRByA8Y~PhaLI%D*RlV zZYF9uVn4l1B+$5m{^CnT?d_*botgd2W@7ND5$6mEh)9VYvLn8serCVNnlFew>1h3T z?y_f-qc~7^AunU)1*~7i^u2yb;v)xcoKFtbTVR-!*TbYc=y$I z&CUIR>XCPejA<%)nZ@!HdOH|!8AO~F4?AP>d>-vp&_#u=J_s2)C81^H=RgLJEjH z{Pv9`e=W`w2<%lg!y$uvHa#UT-E7>=VzL)vSF+z>)ihv2x`(`!9fb|B;H2UkK#Uzx zls;(J7tt|leR4tO_mG_WXSVy5ZqeFC2FL@AX_@jJze|QaUZkzQM&nn65&GwnZM}R* zk1IZZa$MZYCIcKP@}K$Gn|hGBTzX zf};yNc?R3@4#F(85nbF)BvXyVM-=EU$qrl0@!eep6gKQnwVab|XT3r+LXP)14aaV6 zYAXr3Bsn4|&zVj`X`R&`ZAC5~3u`eBNvcBTojChmmu);~B^zhfQO9SevOla-`*?+i zIK_$BISPUwN37P&v-rdzALs1yyZ%q4%~y=&xEGDk7M6z&E9IuKRt|Dk zL>EXvpYthIr_?F}K-fRb&KZj^gTH$aP0a)g!5rb)evg+<(*Zatqh3Y{uDsJ!x$^nWe2~=8`DTl`)KUaa6y+d{XX^RO;9&yplad6H;pOJ1+9V14zs3lz33SZ1_c352AeI@*(R3mezrZr5p zU4YboyAC6B{jJXe*(RbSuQ`2{4)LP)q43fQPf4f1jN8R`2ue^u`SWs3g(&te0c>Vc z_1`P0$$Cg^a4AdY3mfxrm7||7(zD!@t6C<_hc^+P0#+-c0E4oh1o1+#P!tCddRL;@;DTz^WILtI|ozL%CV9hK-3kqvG>56#@V zw5G6&<#>>=6(a>Z`lkHb=CpgF=0e^)5;?!CtUNRH8QDUr6#0Y0t7}>KLOrBy@|%5E z#{_t&&fH41bXzi8^K1a$Wt)?X20p3$YIQC9Y4Fz_)PY1?3uPq1a_n*)?>G**&^RX7 z=-q3j6zPn}(sN7=#l~Hcl+Aa_Od1ucR7AvhvO}(wVN&wluz(;E$48TC=3S312|(A2 zN^5rrILd(N(;`973SOk`uz!o&YEhzcjmuNTi7U~;9{V!AzmkM2v8?ncpj;xaL+I@~ z<33-3$>-?tbIouh7HPpj-Vhf0_R(gd-lKj{p`tul(m-7W?mgsas_f#FhJxORh$rP1 zr@19Z&f|il2RSXlO*~62w2PI_tkrtff_ROL=e_93e`6P5FV4X0LohTD=WciqZ-OWt zHZ_i_Gh%bsZ(fZ~rq`WWqFym9T>-0oNB6!#vbx)c1N)-vZAmMt5w2)alMwR0`vqgt z6GOwtw;+EHRI}WAQ;0m;CoGeK9h3PYm(+iu61!DPy$U|yI@fts3@-GoX|td0US6SY z{`)jJNW6ysQn@a^Sve^VDIX5+-6FENzNmy?Vi*a{jJxs^@rV>v$9ZCCY2(xgeixYc z>pVHTh=)9OfunxEnx@H>LcU2k8>+V#vva84%syt^sf@%?uJX}AS@063f)=tN{w-qm zYenvWBv%^p;l&`l9c-FnG(?)G@PVt~7$fO{LS;T?yc2i_c>vPjmZlfB3sd%t86{jE zzhIYX2?U!<EUZ}DCXN#JpJ_UJ-BCwh;HclPy1E`;n15ldrMn{3 z9{moc)Eo>TiCNP6r?;EKj)EC}9Jx0!X{Lu2Y|oUF+RQ zGSM=6)67VC3lz1`7SL&zzh<`9C5|2cJO!{mO&{~H_U`Z2~%j1jnSSHzy?9uB1wx zq(>wK1N-$T18j#wmu>nfZKC83Lggi`U%dbF+)cy#6DOu1b0i}%Urlbb5zqKu-nr(y z@zP)HU_l{h$tgQ`Nhz~QRk%bhl4a*l-m*I$@%U!nH!n7nSn~xDIZ^4Mt1V+yKD=`H zWp(rUHgvDj{~Y`3lJDTCBv;RpJC^Hz{rBT+#c>C(zbT<@A@+0X!_5T+s0CrlHALB4 zurzRPv({;xq5}rtI2?_6=wz*y8i{j`EWo=So)4=%z7uIYoCmH}`}6M)D*Zrsx0@bj znBTq%cGlNlc%g%2`_;2y%^M}yl>#K)NmGs-Ry|7$&S+|DY`7c+M%N9 zXCd7ywHUS(H48&{Q)S{h*o9aXwlJoh&qCp(|92U%v0$a#!D!LZt0VQ&O*!Tb(>YsW zFzNsT_%}JC?kwb4UblgMU=Wdpd6<%GKd`}G&3Be&!?dhQk^LQgr%SieR)T*%{!1k? zleXmF4=z*gjk=Ko&wn!hq{4HgeLqUviw8QH-f)qje`-_!CZj~Xuv*R>~QUnXK$Fg<@xChmX&7VhGY~H9oOSv zV%H*H#YT$l)A()aV%r>Mgor$!qsR$%OH0kdS|*avuZVHqF-)@z zFb$)zgEYGuD zFp%@6TSf)&hh%Ucy;@J-9D|28RRk1m%c}9g%<;nf!#UYwcd`%A zPNukzbB*$Qu4OtW3~g5LKnh0_3KnE$IR^WnZJJ$oPnCs5-wOo=gImv@u08m!=w z#^#5vAUw9jH9CJunDs{5p^?KXf(>C^Wl$k4<0!+^(F~e0vRG<4{Vc6PU(OhE;}@0| ziiWAcKxzXCJcQxZp2+!Ug=xP$o$9%sHTMdf!BO(aSRRd!POtd9km-|BCq+C<^RoF& zPH3K5l|ZNU78jvh*+C@w9-VuAZTzJnFjHWb-dJ)ONs~ePY34Kf=BCZ-g&0(jI-y-} z^XiqAD)Bm+pIVS})Fh4;=r!NiHK73kO*6HR>%T6x+q*^*+4poD&{wAp)eaU*OJl~t z6-ln=KfXN}q)KD)c&o5`hw`EAz~1#^ioz8{p-b#b1}t3#F_AmbTZF=%NVwFTybUmWYAC`*dcRD3gjhinh9u zMs^Ilv4BYFzDR}$YYC;wVI}Yk$iu1*ef|Wb(?NEf^z}cUgPj0f=-*2_FHe#fZL9CzM<(@Rqw*3l zAYy!a_&`*gntXw&!D}Jdk?MxW%t;;BeT+#({6;=08a-g9*7CJ_+t*_iCF9oz^So5t|@?92o~Y$je~l`6FRpPC!c@M9eBqe6_V+Xav^!;i-IdL38Zz;ck&!!ZXSnOAAzfz;&!Y?zgpfzcJ#(#fRSPORIBG3ifCxYhOo#SV&zWm|L z&XsGYOr)jpagPi%=^tHyO?ZPWw2};_VXq7=ccOYG7OW+LhtHU#F z@W-1ic7f*W*ZlNrs@@(tt-!rYeZnxP{lXxC!ZszdUL{eS+5Q-mFg{3+LUB$7_T3Bl zQYs!%IwNWS-apiJeA??K5DDi`v$MB-z0f+7hfDtkwnSB|oXUvFt6rKTmIF)J6w*4d zq!~&1lB+$Go6xD6wAg=c6VVQ_%MjRKZ>pXosLhqLyNGsd(u=@i+o40rPwiWW<{ z*!!2?9~UfoSZ4dC;2%$F&#!C+XK%PVGb>Pf3e2(7=&|!NX|`Lz6^ia#u^nW-7X}$n z_xFsda!n8OarcWaOFt2uL0*Ja!y+-L15Zc67SmpMEjR`xP{{omuMBs09Es3FDVf<& znS-`kk@RlYf%7}`K(u`J1CbLkv801nHp_I&c}kI_OI9|^yDAH1^C-%)2TL?3y74S~ zq7B#(FkfM`xJ3SoqF^FfWo`p}DJA;EdQW;OpnU>{rSzu84?avOU>l(nuDNzy2RZeC zch1PTs@Cf9ITEb&%oz!_NR=t}2A2@f@D$YJ&-!6zCa|tmyRxm&-A^-?8oQ@>pHOW9O{^Wxmk(D#QJnhBbyg$ce&Nrfj7@(k>Fc6r!Q zEFvG((s8_8A|pZevF*^*RUyak4eZHO`5=L1!!+9a1p2?T@0%81Gvg46nld&B>l*z0 zu=^JLwT=Fm$+d*Ft%ILaV#LEcY3q>1WZmcnnc?Hc{DTS-*Py-wvWX#{D*Uz!pP8dY zp7X9yp&=sdxIuv&wi!oz&M|h`7*T0Nwkuv4;P8NLpFM5K|2uCX!BVzcy=mJz_xwc4 z*EevS(dvyD#&h$^wGn|ACh~B10(?b?{Sc6JvzE|71sZ%c+3U1RFn+AHRNcoBHLtZA zsGMg>@`8Z&7)%y5Blr40^3EDocrZ-Vr3BJxGKC9;%oyw$_bR5nQziM6klkgR82++kWw%H6^5U@zUqjc{m{oIGK#RLw5OwSmD~@t$bI zMMvVnGQ;^Q2UhP!>WiF4uxozu9@N+n#iusJlU(rYZ)#wLK})(X_`*K;QSjR zOg284v0|AOz=SMWrM1?Wiyld1Q^i-_C=YBGX{Kkx{wAhw|B9UB}YUCpAposciw{NQ2LiEKGyfBG*X9 zw5GGWuX2j7?aZAXi_$x1w!xq5feHhBvwPrg2z$-n`QRdtK@Q6q!2ALmlYf(hv4#P@ zzG?K|v)F;ucgv_PglmoIp_tl=FyK^F&}hU>(JK9P+$0b#hCE6pfvdea5?OL_18zcd z#=36u+OY6A1Iamlf5CV<(aeycTc8F?lnqLqqg$pW^|WbMSZHhmv%n(XOFt z!>;117JiXQXw?YDm;~a=3-AbHIkEa7fz4q|Lqz=qjR9Hr0+9~(oz5NYmn1lt&LC2O zZtAT|EKYyo93&8A+D~ChzgfB33l8ISR(6kz9BL$(G?I>zD*-YlR&(?Rsk51}P)BMz zbV7-Do-~|kdq$^-`)nPfGCt>~tXGLNV=2VXoU7H$s=qc}gritgl`}?<`_Vm%z2aXT z5xF=bzpkW{Bzz{}`;0a&v(v^7WNrg!VkM-z59MX_GQb-^~;_d z%6l2MI6dxWC26j_USIuABG{H@I@bKo$Rk<=atsAdJj20XTBh}$a|~GmoE`Y~#Sd)% zwGpF|-8;Vt3&;;b zD?uQ0N!;Q&GzOJo#!&vLbB(O*Go>bVi&)sOHSchp6bVPQuKkGV-a})m26bNQ6pJsQ zcE2AI_=1Xk>Oxa(gv<2-;AgF0a-5#s>qU^LX=Otu}26@~LA zEkS#evs{{ZV6_eEw%jezN=liIQSR*;nT``&hl>G{w zQdGI*DE=})K}mg|91`8H)w61oSiU_vXK`cp^9*bWg<@9sUVI2`oGt{S#aaKd1lui0 zVE&TI5dZp|%|cLd4>uN-6bb{yZo8Bda|t{5UrE34`WYbZ>dL|~G+|tIzL}O0x|5c1 zvoB9{aT`Nj0uT$=@s~I_hPs*VC-8)vg-YD=40x^JlN9(P9{gEE`t%H0Aw|^fnA*LT?d3M2hLY}PJ%9g&%aB2 zeyd|d;wGPgI*Cf1{kHfDUi4Ocuu%A2^MZO5ZzZ zhA!r}5a2OKP2NC+KmWG48)KoY8}`EDLs<;)3NJIAXr5AhZ>pl%UX5K%7L71a-d4y3 zCd`+aqZs=)PB*5*^nFXDSX@4iUP>jbAWs3h0nt#()4iIOMIRc8szjgAb1cb8fzp|T z;(2{y2K1s(;6;DF5VeiZ9npjg9kDHog*BtOJ*7oWKZU1k)kBpaK#PPBGtBXV5OX1M zjy8rKG_gdHeAjJ0nyAZk>1uLF<3Jx>}E@}nh2`(y^1rcu35XlRsok90)#^-kOK zHIVLBlCM{utv0!E`?^&O6Nq}s_yQ?@>NmOBO}0)uO!Evi-!_3(1s?PP>^V1H2fL^j zzMD6(;S6qd)K}3>LV26vIoe4S@%kc7d`t-5xJRcb$tFAd=N5b@!!I!l>p`5aVmp)( z9!*ehwIG<3+`(%Jv$TWDxQ5O_<(yL&bsxv=l(uKtG47fCPMiOj_X{H&4CAnR?HUJi zCh|U{V!PI*r`zcPpI!te^H4$YD#AUjD*@d`jGIPFNu-55CI)2ygGUdGXPwrqSby>t z=D{tVwisp=7g^*zD`C~pO}Zm;|6K$6#;BH|l|G8vkK@72Zn~7ARGlG)rKq}({nj0J zZ`F7;Bb;Wq>|@SD(jbtQce`rGoU%hfwQXl>Z9Wr)nydogz<)f5((enEnT3ZAs=BZ-k7kvUX-tl3 z{bV0i60jOr!X6Qbs&m`qauY^ge8S0}S=0$p>63)qOi93uvBK*otQi9pE-UnV-mujU z5g|pLshy=cs^5oM>aSE+xqn`whhYUg=NqI@&wrWL&|n4L9$eJ%* zCgKku+z(QlXa_vCZ346HD7kr}r18)Ff!p&^;#Zvrkx`Mx5lT|8;i8ZoXk5mqc7?0A z(-e>6QPwc~%-jG5fh@Ea^oQi{r{Ch84vWy4I3y(lcr5aVR_+b$)wb_*JNs6qOXStp`yX+QGR!Rs7}qv$$Rz9LtoFa zQ>10nJ+J%TW18kSCZgeb?|YwmD+al;$UJ3uwxRj>u>?&_Ph&+k)*MKaK4a(#26;_y#h#Z3fpFWv$Ln?fh&`Kpc`< zatJ>5J~uRwCd<2>D4h+)N@`1D_aiuOp?=GmnqxdJgl_$d=qKz(>M#URLt#eV@PFNy1xAB5BTp0*1Sp=HulF zbH;;ShpC0S>+kd+k^E)+W=VkY94lOG`NBJzUIkGKVMv)BVJL>WuT2e~WtEDSH1h*& zDBxqJc|WvtKUA!>4-^L?mk|eW?&{@#*e9nm4hrAMjFN^wf&zCg-*b@o=dCzY_X-oo3e-X&4u2Kh&kV#N2B zj1k8f)Ns^>;qDeR*0-LRm&Xo~7owyM)JS23O8KTrMw}R4Wbq0+wJPBwG^je-^%$Uv zA@R+Y6)3scFH+Mu35AFP9aTZ3!ffrR9t5&7F=cj{Kp|up`_DT zz@aj-A-%Sj-^3IqkIVJy6CsIVK%h+ih)ehpLIa)0AQ1gogaLw1%2hQIxj{4n#@`xN zpnpqB8+k?J!Yzf0fpV43;o#@{fxv|}iM{h`R|K9l3@ zFM)6v!(1UKT4E!s}>Ug z{=o>_vBAO)>uiW&*KBNqZZS%)Z>qjcs~X!I5|B1Eb?8-R-Kxb5`1xQI#{bDDW55p3 zI2$THwMW{AQgC3^>*0#bvUGMX^m8TvNK8)Ey-vYy5U>JRAF|RMS&i-Fm+a+tj|$r| zYPPfcraIfWzB`0vEgT*3+D&I>H9P>Y9U6YwVVw>!?3vAN&@Dyj^-m?XX_aGl1ZJ5! zH|R1x!r3uoWlcO7Eju(A*{PonA%SAoWM)--vvXs18lO?=RaelO!C_x~HWa&m6yCHcise zz;+~66CRR&HUD^a!QeBH!1ra0X|`MzZuruLy@)*BQ_^HH>=xx>2ppAr-t9|rzYq>p z<73-0Vt!@H_yq@{!sWf4XU>>ZopEn4rvSyoPV>?Be1ZC$)k;+`(i|DmM6RygI$^Dy zx;`r+>&@s9ZFVAS;hbg9%BIMX`ohsYM_uWJK+j48=lq6~e+EK|M{T4&Rl$%o4~lqW zhKZFGq4afAzv?bw-2q`Nz2Ve&abSQIjrgo`F zkt5|ER)wZIvs!SmTW}Hdv?I}*V>V{1p+%^C&rXIrV$@sMrJZ#cO%xKsiht)8_$zym zHbKxz%IM&jt4W_sQ+=OoR;4UyE>fyi=1acZQs(P6IM17qEVjT5M`o;aTb}8szSh`U ztt`>M!~rBvzgIJ6u2`tHz!KM&RvsS`Pbsp|FL*pTV%1IDZ zPWSAGv9@6RgBjyUFtL0IKfau$mH42g75C4~8Xbc93luyt-6<>I8>o6~6Kg*I+p%QS`+CbDHc| z{DW~zm2A-Hg;GDJ_u5R4_eFahpak)5sa?2_0x3B)Y{p<6N|<{H0wsngCoNdE(;rE? zu{N`KhVbG>DN?you)XwQJxu!bqhQ`Yd%3=n1cPRG0$eQXl(u3)ez3h-doGhE?VW!z zwGSz<07Ln`G#6ddUh*c6D%seS;sNGnl<~2LtNA?FG6r`%vEyMEE9OcP*e^v18rt)7 z8E&pmy$0hBxhDaUTpww=26`(+2+^-jTAJTc zld)mITGa~lHjO0<`>jq()~CH|)hcYx`QEyZ#F4~24|FxbX8C(~db^+A&6{3_#>Aos zV2Aq{Wbvf9u~$*a0tq(4p?C}l2*X*={(@%}BZ)!_EzRZIE>Y!Fr2q`PMF~K~D^+Q= z8sfPW$FK-0Jt+_0-kHY5$Cx0mCjX0E*k7A)fYB_>Fmr-UrE6P`zUqfG?h?4|rVP}Y z_Tb4ID)0JVNsdO}b$&`)b5f1vhSN7>Q_?@z`9yx%ZyWeeX$swkb4h<&Qry}qM9-L^ zY(NRq+`)zb%~JSzB{y2Yo*~*op~FxSiYAYQlj?eWE5(m#enL@(i7q7!u>kR$XJPuj zDr$6#IB$qohQ}Ekdc|bHdCv)XEM`@E4KJQZq=qpm<;t7Ts=Bxyl4QG6#Q}qZpZw9L zcbXLD1_vD`zN_Pm>MU6bHrS>~igY=x;XZ2W)=euVdDsY5+p3d*;a2+<+nOJys)#Mc|L`vLRiEup&{cBb5`HMg5(fT#Aovikxo zaE{%6Afl=VPu>S#-$zECV0(Y?_eJ*eXAieL?`=ymy1O57cI#aazI=8k|93%>-3UNWCQi50+&hLv6x`!DmGl6gNopWI@OC0WDye(N0S|Dn>;bWa7Ewm4z{al zvsWsIx-UM@+~&Vo!@SSXAiyt9K;uEGgg2NI);2vS^MzYRA>ZdGZt0y|;619gIrp=k zWP-wP!2E&2NnSU>M0qfR4uEZXx*cRHS&b>h+{Um**}jMAbku#4x;2lb3(nZeGen^S ztMSA1AZo5uvw6b866yOeQ?57Y;r;QYW`2Xs-OZuf>cz2pgS0=+sQb^ElYIQFc8=)9 zkju4R5KiuC7$SU%SZ~@U#~GS zylne(OQJdFYB{Ma(G7C?DIN58+h4*|B{p>VSJ__qBK?Ur|w) z=YnHCU{jwOy`CGc?Wp}*y-wl5saO9|`~hn?TJ1E1r%jz+!hz64tTdLVz}g}yjMM)5 z6jAN>LMZ+Wzl(?^PX3?H_NoL)7+o84BPI#cS3_rxZhghbJDuw6i+4Re@O&=*#@L7QLOb;yx(-Foo;D1SMfoeann}8_koe9X zCK&Stx=;`n^&xQzEcXwXl__y;zX^XXS64|ylUzym+!VtJ{tKAr+g7^v@20Jh;Kj%a z3)r3h{=wIa`~(Z#aZh#Lug1|Kp3_)BXCzrA*-hlMf{+!hNoxo&menaGdsLq?#+0+V z5pHjlq6nu>C&}Nzb}LhS!qNg4QbuLO6jzQ@zz!Rp!8mrLP9%HF56zzGov;}%MROdM zf@38(A2P%qf{yj&swTrU4tSwunPu&+KxIgXV90=WIaqO1LvgI$#UcNjd3W+pG{_x5 z%?36!C^Q^Asg8Jx)p4cVqI*c1X))*&K85NvaDS#Vp?nQ?oTvmGhUW@q`I(d`+z;KJ zCPC{Lt%tsfxE`t6A8IdQFqCJS9l#vX>Pew<*6a>XL<}G*_8+Q{eQ(cFcddJFux__YYYdcjSyhO$|CN`hjquEqq(x%B~>M*2zv{)7ATi0zO)?{+{^j*p+ex}cZ zfd~LV5Boxngp=Hcx)uv>Lieq#u$coUmnU{8JZ2>!D94?wH=BqH^w1evG80`&wmr~C zf_J56c(m_L;>OB#(2^~|KSZETRT6u+Y43tH5(|)}o|CAchKfzGN@HQDd~MeH1DqLx zO|#{LO=2+TF;pr&g^C|v_>NCUc^_%u#(O(ZFbi}_@9UaV02v*M!9I_A*f0bK0%AA% zS;_k!jwY6lPne$INyyR;eYTNL?n+=Nu?4f=FOkgrF=RwW4X&!_gyL}Ei+UTG`^Vah z?(1b5qk+If60|^{?Dy^_j2~Or2A}`N(0gos_huQ+x+HSp^TCl@9?tHt{cgQ~-)1O$P1fj`_LvEL zuG;%vXq5Q5iL6$kq2u)iV@beT;p{~Jl%=N{&7iacM`*P|Nk`$*iW-$vnD5WR9V=mu z#qZ=YyFN0_kcbAz`p3#d@}gd6{K3WD6hzlf*P;T!V1;s3a?9eBX-W!7JZ=-s!=Mhv z0m9HJAN_w^ePeWGP0(&^8x#A)wv&l{V%xTDJDFf&XJXsV#I|iGliYmw{qCQ;*4eA~ z?yi2S`bVGMySwTsP!@y&cN*~!XRD@PH-6J){g_@&aQqcB`*2;nOzY(l4=GFG9}M4^}3Q=XE$+YDRNgSot9BWDv+$^=iz8Ediw8kL>Y>FF>Y>e zoAfT-Gt=DVJpLz{$o#haxoiN#4C!FZgFFPeEbLjqrq#h|PgN`U4#2M|#Mm4=^#jgC@5JNvLFp({0g|szv zggbN2jxYgL@CQKv7<+*F4LqAA z7A*Dqv}PxG_j#OFsq5CDJw2s8%n|VUqr+g3J@R+4=^_2Esuqt~*#gpB&BF)>5|2-c zC8Zmkh8_fS@z(db2fS!|VN(#Koi= z;=j`XQ2pbwHW!o>OuM|$)%j`SA3qUclRXh3>x`RtxyQod&6%FKYR5p<04wQ64LM{8 zxqCqQN5TnL(2Xn&(XaE}i~R522*V2fjVPHbmtTy2e88v3zpnGd?EZN7&9Y-|iUnll zEyw&V&%(6QRK@F7!o>OELe4WG!avMB&a@bG7+h@)$qE{F$ux8(>jxlD8O>v*hU}Y^ zzsK-SPB_}g?_Ff|FnwC6@3)xSjIQFw_z08Jr#4YD-DAg0om+Eoy~2dg1Wv(sKyT-y#PC5>TL<7SpV@PD zqdLOJLzW?{W1h6fUzQysJT!+&KDS&f~>cdyNziNwwC85SQc zDZ=mmtTKD9EwE-mm-%qS3sxI-#+Z*B@cFN@e`|Ma^DvVo?E4#bmNf>>o;R1d@f$Z8 z9w{gC^!J!?YS~ui52Bo*0UWtuz|UmkJC^1Bzejzgi7KWR--A|AvJxs@%;FP|_w@-s zGP{Se`Y8c^=67vFI1Px-BbDnXZFG`2>J0V6F*tz z2%c>(%RCy%)Q2Db7fg;uuYADoEe^}WZYM`r^AYmUG1XlJzg+{ap-vb(-8d&;iqaZN zdC=M~G>bf|avqj0JIh0ih+`#J$A5FuWm8t@!yDycW@SVn%+i~j$(+D&yxg&QG~-tH zdA@4PNM`;sKcBC>H79VhLj?Cq=o?>^*vSJ+?t!eulGRS^)afIFieSpp!a@4ttARnc ziu~2i`}qoVMqZhX_FJV$ZO*7h2ihSMPAi=KN(TE#9&ej^GAwgrWw1^H=Jro1re7HFCai^Z_y!SA%3O)UnZs_o~ z3Ol{D0Vmx&;nFkfLue^{qQT(?v|*HE$4krvb#uZd;L0>@$4l7+-!TVO5~*G;H)R#8 zJ$)7C&-bZ($a$wwo*&Blh2M7#cq>DM4f-E*aW|sPi3{QObWQYSibUICS0$6EE7K>+ zZxIe1#%Q_$S54xya}G~UGy88MB>tFl)kOY~^Qh70`L0Q~nXbvLp!3GjEot>k65XN| z%2KgUj`s17%Z69Arc}pY7N6RS$dgCfg4NA)g*1F#l8@hkA{G92l-m_=3vt|wHCrs4 zS@F|2-CYEbgv$S%8(u{#6uQ1$%O|G}d|AU%%>lV8ZD+r-#@VZi5XJT-o2R?pHiwdcR(gpa)&Hh$YNiBw@q29l4HQ%9nC5Y!G|8?syc z#$qwCfNYiE3TDpa=Q2gxOcg}-?_nbU#VI#Nf#j$d-mvLb3blfOY@TE;ClfXahC4Fw z{SDp+ztHbmn>(fLz+9Ua>x70(f=Nyu+nr;=~$bRUIouWX?|_qLvYu zC^{Mr@@WRVf{Ln@9XOkgVP~FfXnZiLQT#S`>Zd5Zs6T0(3JF)+ZPdm5U5^+@fkPCC zkB};8#tJ&^9XL%*g!Y%)2tNpa4imJu{6i`WmSr|FnR=VJ+;Er!qE%QO-zO-~nl+G; z`-W}Yy%Gwm)E35xQ`eRWBdBf)B8z$zZ2Xy;?x>-eWQN~G+`tLYW5Nph_gy$mv0L;p z0Aw}HzYv^LGzDoE+la$PKm8_ph08lwz57lHIX_0Db9@2LfQO9FB zaHdI`Xu9fYc*A4VDZh5(l?LOa`BcS}LBMQAWt+h-bI?QAL5*N15wk9ZZ}%6ifo6gM zK6n$=*nKW+vte*;yq>my#}&BCez0IE#fmb?Qb;a~1dzSTp_nsHH0mP{ci=2@z+Rh_ zVgS|j_=#tO2(Y0rjgVn8%Y;DlgTnNCnnIHjkG#^PEDlK&4o&>mAofeCz&uTgW!FG) zcPC7f^p+YF)>9L&3La2}pFyD(h=!8fNBWQgFFGpNp+5*s@UmPLg3%eJBKZ{L6Bp&; z+at4eo=?45o9Uu5z0VhPxe5(@ z+1;1ny!xq9+cU;Z^V-$nsop>R-|qLS{7h+-KKiB_f9A{BhFk0tM_oK47*Qe4o5El5 ze9a5PyIJY=DZKTZbf)SnSm5QRDR@V+*mAz8uJ7A)@9!gkoan(3*aT48O{h#Lh9(#$ zyAV7Rf<9H)ka*wM1ji2FjICAAg{~m-?uv{{tjeX+hoy3pv*-oNEsYJF<;^R8YmqqZ zltqSGkmvxNeql&_%nQCQ1~0Ba=c5~jymHzj*88X6qS2ktUDz92#HIDyCRF)Hq94G$8cgBzTbp4a!1YI$*k@Oz?w>%&8mL890F!D~>EyE9uH{!Y$bh1-Z_rdzW*B&5WVpF?!R7 zAk0RtPY?|vb;BtrX&Guo;-)?N-WrMa|6M8d_bT7Q=8bKm;K51pAa;ECip(Wb17T;K zg!}aYRwr1=rtTHvpk77$t$#wlZcZU~Ps1+$Og3Jiz9NxN_U{!lG0%l6@vkQwF-Dm% z$g?GN7+_g0D66zw*4QaT0uPX#qzU#!_N!(jH9j_+qA#-!RBLg{fU1?m){%;jcdn;V z#$ppp83FrXNC%s=)HZCCCX0l{etQ?DRKUFf6)yn~m{9^PQ=nnqDEyW=QmMo&0D&_O zndQ!fTJxAPb*rVY`a|-mk)WKqt9g1RG0c=bX>wiM>me~hO3&*9*T&(+YluUmo=_|e zQH%jEf^Kz@TCaKir(-`ywAo@%`ynYned6|Sbw@^R1WZ(oKM4tnEn)yRA_yZM2m?BZ zHtl6ob$zXEYF7#SQZM1;u|+J&ZF(?*mIHE>s_~_fHGLC&0T_86q>vsAPQtOHF0l{; z1kegqsuSCgf_&w`kRXOCF!d2OI}u`7an&A8?QNEXFf6;iM#5<=SYwhk2>@~$Vv|^m z8|i$&35`?36OxZ8El2=1P74CpQOm>*;$(<^mc(&yQTgX#oL4r)NDEPgv_)M`zP7m< zvebajwh22X${DG}eaVnc<%sogAS~tcw(t};%E0H>hpvTEj-xtJQ6x?VWk^{MrnnbE z0R9i;h9Wo_DwzsJ)EGSG@=>waTA(6Gl-MbeJ(~^f_fI3-PV7`+vD_qFI4OgvNNE<0 z3w5!~WWeCf%78<58bbfKi+$koNNpZ|;a=GUG5_AuaMwrMGOHb{6@DSoq8C}yyh2S$ z0$a9C9J2f#dbs zg;J%0`g285I-r1&Oi2Rx49QeQZYt^X|#4%s$g=LXH|ejKTr|}B{qg7x=QI^QttlqZZFdq9;d<5NPq$G7c2rn6}W@+ zMM?lmIl!t^tN}AG4$@4i>!Plb8Zt`|p+&2QCeGtee`YKe3_esypO;HW!cl#^XQb=e z_~c3D%7-2cJUCxX@XJ(^g27eZg1yZ`X&fg)Hh5SAx73)Dk#*7W{rR6>ED#dTg(c#^ zON|+=U=qV0HMOQ%(zKQ8D{RV~r{#7!{?T_Cd#EqA8uQsz_Z3ClWFK55AHdJtvFE3BNHun zP{QNv=tk%tl@!jx4mi6MN4NtVRuxb(R0K%IMQ8M8z9bNWp5mOO^#4#-2CF^_ZjOceKcf&PPI zHbb*Q-%A`gIt3_IOU(H-Zd{bk{Y7gkHjrnWor8spj>EOS9ey-Y$vWqz;=g`|nA7N4 zb7^{2hWz=!zw$doe2xw{W5%@>iJv?xkFydf6LVFXdvwLK@$-lAWQXw->mM16{sq zQ?^{1qyqKhu76C+wK^KiXI0XhV2>xTinyH&<)eNI_12K_m6$3W%)7NeKJdwbc3Cct z*mD*zM;1ITT@$}ATe3iFf20Ax9;4VtrXJaVcDg(96C|3s!aImq#$fMyh!Z)~9%|q{ z1Q}7sE+U+{Z9;ZBxB>S;`VbeGe=>yAjr)1=5WOL3=14}lA2eu4SI($eE#~&)k?0_Q zjBL`A{8WKIfa$Bi6uKbb#vD>&j9(Oo3jiWY(J~&GGa4^cx0en9z0f1XEN6-7;Nd}+ z5gpVaS+@)mbIQ3LWRcGG{!&*`KS$Q_Qma3o?YgZrbn0iJ`s3E|M{(*+anoeYW)txq z*E>)C4|#~$wB)|uidTd8QdCF^z#&IEr7wS5^hcuQ%(91XKHks{#{z-3UsQl zRc2q!szhM_Am)2&mt7`W<5|E{5qYM;uSC$2RaR?T(BH&&hJP*#y!)xJQ1h|5qa?+y zGV+P&#$Ea+0j?HXH~Gbh>p2!SFq6>>9l-TX8+wf``y~} z&plW|d{Ioik_yniDK^#|ne;z>zm>;wdKLJcUqi)P0nrz~700g2rEGF2VF-MsHb=HM zPK$+pTlep5J2vwB^d3%K0qBtx*}uOgD?Z*&g^{pckT;(47`k_^?1VU;5AhosNnWNt z+@sLdZ;a>bdoR^q_V{a>Kj-Ue=Jjj+f6I^DX@B>V5B2NQ5BKotuN-flug(1Xua^HU zU;h)U*_wa7M#}l>cy{^xZXr1RAUyvt|2lel{o4Bvz~58hxQEx})B0PYL-e@E@4v^M z*3$cJ0-i7Z{{>k4U%c)A@Ou8I`df3+J^a#Z&A)*j=A19@{}B8i{{vP*{vTPmoUg+F zck}-VT=JdePJgwi9oru(eRu6?;`tgO?EY3e|EfPA@KxT^=KC2h=<{t4t;?tA{{un) zPs`WAe+I34E_~nES5I$G7hauy_*=VvDs22`WAgt>Mt%?6e}w0&$7cL9_$hu}lEd+- zdu(GrJBw%%Ol(Br08vMGlx~e zG#W%SWt^w!UNbvnl9F4!HSS*0iVPp$0ZDuXl*oaC}>;Eum|Nm0>fo*7Ss_nTRZtL0O3Cm(imCBkz+iex7mYzbdCn(}4E0<-N!K7? z3^B!HVjrnOO87gVq_nj2JnaQ!t{91w_x_!geDLYlUgid4aELS#+F1r26d~Fym1>N_ zcLX4!Ui=_Pp*draV_ejN!SLN}wA$N}^ql&LKfYcyEzDWz``L$3l2#12HUQO>@dDARju z%z){K+aNC6@u~f8b71Gj2>c28A1C1CPCMwU?_yY&XyG0Pzj|EUGiKqQnEtv^tC_P? zvM|_7v@3ch-V| z3d9S#@$G~1ADk*eso~z>iWVCAm9_zyGVGU?>bH8a*&nmMK`g>c)!DLprRaxo1raUs zluCfbDbjP)eYEq6{PtYwgy0JJuO}qaZahWA7#{cqsKvY{tO}^1L^BA81{jwZFiLa& z@Skd*#wnu|$^=$qfJ;UETl;IpB?a+%sCtp0UIXDWqzdove2W5STXvdaZjVTvgd$U- zqgMeYxBpD1L?ci-q+DqwIG;(fBqS3J>neuIaFhbq8dU}XGp6;J5CbI#d*W9qspLZH zq{}5B?nsO!p_SzGd8fkiE}xQ#0(nyn$$C;O@sMq7W7JlIcR+?!Nhb;rzcH9w7$vH#_Ue8XMKGB!{Q3BtAo_jorHSlk*c&uiVJ6VwP65lK#8{ zWzcY@=gw-0eo#7|X6Sa<)ujI}p?kqko=CSz4V-@=I&(UgUp(~06}*9(0151FVM~@| zz#sbJY;e%>)x_WQeOVdh>E~xJb=@^bod)LYDHDC=t~RRt$=IgNa*ML|Eh&@% zmn7a&H#SXb4HE>Uy?fwgw3jLzIU&YzCwh7gb+2k$1FJG<514&hiDr6?Fi%qvd$SAw zwPj1%eDKZv7PWw|JRRW^*Knu!G|}yS>mxlk4*1?xo(31bd6*;C0Lk}W8mJ_bX-qA4 z$_}Bfp)upzVdny&r|#cIHjx)g-W3UOd+h9DOio~oq~#i?cbfb$B;^j`oq8peSF5NA zcO*C1*sKuxV3Bd5xSmWfhm}NXJOXK+dHZnaXMih`e=a^j{8;Cg7q4L5?i108q)`&E zzL0mORPO^>ukQ<|lUA*5;Pr~N_wu}0|F2yeYukKc&$UI?(;`h$(ByT8I21#|C`Rur zUi4YcP(0J-yvTHvWUx$_lCllHOO|_$Td^pd7xB_{qQuvC&d&a%UYuUHzM_Oddn3&| z8S6V5O4~kgR~erWJl^sJPiRaVq@qvun-vVLz3+V>xDzK1!EBChyco25+UDTr5)$6c zAE?cdrfGylt1b>|fG!=>@A;gsGBdEm6U){GFhqM6L)mwE`@CcU2)kIFMk_F+nIe z{i!qkwSqPXQ>e{5VkY+?>Y-A58EZU2C{SHch=6qhDbuucvYw{zw^)e(ndPbk?8jkl zTKtd0#upwjn4>AeiB^?hNJ5@dMz=h0$y6BE*mgpdTrxA`o@RVfK(S;@f)SI^DY8@C zn2usvv^cQu?~-~oDgUCB3ZD=LZnA)o31*V&@BGBP;(PqeFa~5MM98U>FthRX*-4(E zhjkjtBC63^L;SG^dwCX7QI=%9F@&jc7lhAH+d<>7+(t=g$xZ7IkBy?M2e7 z(AMx1#LmF<*8{;vr$Y9Uk$M`kw;G$s8}YN4{kiuw0Xkk)Z57_ylDBV`B^s5#514OG z++P~yZg2NFW;IJ&XUUX zqzODKbeqLS!81f}MKeT?osMA2ocG*wG}CC*(s0p%JzXh(IZ$b~0BO<_Q;NZ5(UtNC z{rxUUj-S1amJn2nWQq}^f5o1-ywr6>!wA^QGiXirD8hkThUU}-HGo_;C__t=U(MhB+FR}M9E5h`q& zJBJG7VD~kQ{~pxk0IAL|k5kWROOn3%K5?CnT0f|zEm^~n=Z?PU(}|RwSh{L?&&^?M zT7In^UDUcQ-a48NjGjEQt*^ z+3rBazRt4!Y;&`j^EOS(BL)D>CPWh>5wl$0*Ojm5uzW4}b6XR+$~Y9kjIqeu z4Shz@E=@MA!29BC(?PV-$}sAUL|ud9*K5`Ocp;Wk8Olg*5kF!-sW%8J!GhalxIC<~ z9=hQ3!mjFn%vGVDd$7a@ra(QQ3XK$9*6&zfBMLj_893vB@MQC%^Pz%s{{pFm9_pbJ zx*)zG?c=56o+)K${i&HG9tMZ4i-n+vD$bEdkE3f~%DTZl1D@PQ@)amgl{pXDp6=&b zXCSI;3kL~GBl|VrhGwo2rjdjAs|uWDj?`Mn$ReuL^BB^}I+4PRfPWh5E_i%acy})n z{5@AQ)?^_YDK-4VM8!qC`w)Dnj0*#x@Y_A|EnNI<(J(1+ldkWvGmF!}9EHgnkM~9d zryNw-4_m}|LGI^J)XsPfh)_6rMaOq+7?CY1G;Xjc))|r#-dw8wXGJO@VQAxgPdtPY zW)b`~@ss2xL5s2I7j^WH-X2IsX)BeF>tIflV%o29W9&aMfhL0>Ha#Bbh`F zhJyLo3=_!GeMJ@`q^)TjU0k|g!jO=pomMNeI27Qvkix7EyMd36nb!?k*Fzqo?O-tl}YoP=g~D8X~WQrm`kN&r?U=B3#)?c zn-k_2Y!wPLwgws~^+$6`Hn97%;4#Fi=!+cUxj?`KDFf%OyMWBVdGfDhHu^?KI$=?l z=|Z*p0zf#BW@vQ+l)V0`x4Uy_E_#Wa+55LwK>0j&)emhar|efx+3NuLklVqEO4!K| zF6z4UD7qeikg#u`MU?aj{8H{9VG&U>F2bKc0ZSFt40RvOLns!o06Sp67q@hy9DFdu z@=BbfPbl97E1)(55b;Mp?@&PJ9-IqdsZOnic zFmR+>A^MvUo$#4C(Ftx*m7je2NIiK4(S+VfbEc{TP`tS;^t%8!B@8QJb{XEKv*$G! z?3o=9;HEGUgz+d;=i=EsUS~SF#m+O**ca9R2Y$l_UcPB6zFDdM=g;0z z@wdOuE+DilhXp)4BZ^o86~Mf7{;eHIf7u5xV*^2{0l5h7e`~puVVW>>!3)D*X&|9EARN@_5Sr8>b(L9?;#4do{^dY?0cSo8QE!MF$0)e0>W6t`$l?9NxHj1t`z?t# z%X4{f#=kiSkQ(I06+m`Q3UcZUF$a2J67QtnQ9epLyq{cX+rXwr%%se8nFbQBCF8Gi z< zx)!cPJ(qI_IXccfktYsyWxs-~MzXHzwl~UsL^x6$aCVpy9#h`G+Twkk41OLZoT3}8 zz);hU71a8a_`gukYlZ)&)2Q|5h^|gblPepcf=$ydPBniJ3ti#uA{-+y(lKQe20!de z&L!d)vLl@Ec50)l8?SS@(=f56E8s}mWD8=aqfvCEjHFeT8ifi#=1GtHzY=iFXj1=5b{;CnnrL;9*RPg;PLNKkD z)DT+NPyhS1qE9-TpRC}6f_wq0J+8K5d|_G9s^XiNGE6|UZIKp;Tn)|+VA$b#obYJ0 zAk4An*J66Bal<{GXS89d(BImDYW@4sO#bd*aXwA%0`AQc|I;J+jaVgmTxdQ3Lm0z! z*e=TaK0vwGT=6(n#rp%tjZG+QU71=UM0p1g79%diUQAly4(x>PX^t`|-N>g`_5}99 zpCMV@y}s9r{0WmJK%m2oxb>_Ipc!&#fjOTUIpja+054T+1ire7uM{4YRH*eU-8M!A zU|Z0w0o)H(>(em~NLbD;3C7zkW_g(u@Rl<`LOVQGjd-J& zGqqlsY|@i!U4t*&0xMue7ZqPc0T7g&h9uyay-(l@qFb{VL?+QGP=Bv1qRfBeDCZN> z%=y2o8N4!~6YmMGZT)6K-GR6%I(a}rpMaiMK+Z>Di$MufXNW%9E)mIlL&7|pzt}5u z$M9O?U@=|6Fu&MPNBrQiJtok)zzs4j?F*SdzQ*8R7Vf*KctQY68*p179_Il6V*=eqzHnF$QYYVONmPR zGn9t&vi(TQDEqN0mnF@~*cP6vG!~JGF~x9HCXvdDem@D(l-UO|l|9oDexmY1_hl-C zX`~zg|9f1ub#tw+!g~e7e!}N$&h4E32v^4W0DZBjVs15J2+JIpUH4j=`d+x#h#1iv z=6G0b(sq!;5k71BscNHop}5P?rqZbr`gYb^#)a(gaTTWIh$Q%P+)8Pz%p=5)VMp-_ zOwbOiaF6cm2ThqK*z8{b%#ep%kaWbsDN1&L5F42os1sF=9f0beQ!k9>liz@pd7p;=MUBrUC4nDa3(LC4R_0QR)%kItC-ih=bS9vK=P-mEad=*- zy(1zaa>_cstgd^)&{dmsx&`L_FwNjyiqn?{TQW8~Qe*4~RVF5D;4X@L)kTi6%b2 z*r>79L||sWB)yXd!;LhHMD#YgRJ~Hq!n}EJBviJaQz2k|3C ztxIQ1Gx01ROS3m()Qnq1;Krge*;SAfrS7cLF7m;PJP!f6H(VR{iJ_`pO--p&)GhII z$gW>WIZ+Zd`aW(%BbLw3T-Y)nUiAipHg-e^FTmZfcqpWCPbAka!_rCLmCuZ=x^ZT? zq(>fU9jOg6j%oJeVm%c|cF;!u*uStWBXLzSI~`%Nm7rhRqYXw0mE{PO9S6KWW;Lx4 z8#|RMg-SlUdC*Ief;t{Dqp^A^5eNTrTbGC{_BvIWzzP?PfcHH~)*n$Opq|_IfXDp> zVNdmLwrhMpFB@f}(jNl{)s9FNJAOc~9rhI(^Bny5`}D06RISQ+D`2K{Km@VYZb~|^ z^jLI70NOc)FQ-jjtKdmhCcVgbt{(l=v2+rJnxOW-X4%`6%`%AnV5v^W5B z(7JC5;_6l3uNv%mt{v=oRsT}}(vAZ~SRhc85upLGNy$_Da0~@}BSIKDwX6+wKX$^` z&uE8)_eFu-qvr&0-kE1Uy|qEquQx~Ad5vk*Vh_||<++izKxq9$aYtu>adD=A@RB3X zqt~D#BmmoG{Iw@NS|Vx#6Z&Tj1D6yE93(T{U@yF?U88}9eQ1%13jBe+fyiwO@*UFt z(c)j$A84qT8+G{Q!6&AUXw-FFl`T#khx^*Kv0rJL7H*9{Rvtt>5+pjGQKEyR_>Vk_ zpZkM4Ij^a|vr2`Ev2g@}OUK)E~r}Wp^+QMf@^$w?Vpwon+v+DaHn*~&$ zT&co@9vv%BZvMBY`a3y)bp;Yk;59(2p!2+ZFh7>Tk@&g*4zFSYScL3X7GZ&jUL#Dv zzKUSqQe@y zi|c`2DmWhJ5{TzVM}kO`vtw;PVWo1{ltCk<=NOYc2|X>QYzLyo=v-=KyW;mfJ9sAK z#x!0}&7pzgi}bB4n_3;=r}K8xDv|Kcm0ef9%v=B-F4qi z6qdJh$~L8ZE7}J*W}K?A^oao5pq4G#a{cLu7gsW!+#w_xZbG60e@z?mNq5QYgn?jH z+uL*HGvZt~n$lA&-30_T-(JP}*;iMYz&g8`%qEA}C^ADnK z7gd9(h@E2?_ACtM|n`Gq%Jdr@O5bHC+o*`TONqCaO}-mEkKw9A zdJT);@Am`vbAkOYFh}Y#ECe{9y!e@V^#4wmF5J6)opdNvFmp}x@iMnSR$P~*Jj3VD zizqbZ#2(CRj4(?l|0I)sazp4TRDto!E=v(7tunUF9`7o#XjRzNX^GNi_h`OJj3v7^ znls(DB>cmeCK9*`YgenbCDdhr_2I0V*jSmrNqTscM6OKm zI?TLU5#`w?2o7;Rkb>B9N|kVDf1#->bkZ+>v9ib7IBXkYUB6!avSUmp0^#vA9WCKdtrL>iZWBCr ztZN=o^zycT#A4jUKXXiY%CNhf-;!s)yu2A!?b2m;@}A(}jO(QJfKX+paXy{_Wjt3O z{TF0hEAc!gj*C!SJ>p<^pGr!(V^K_V0DsRvgXXJ4-Xg zx1Xo96~1>{iWYB$R9)J3gGvvunfuZE;;8?!FQ#CeLOt$DsvBzeNvcu7jQhAlGba0# z((w#|rX^0YYDPwPQI@R!GInsOF%?pdOIcxwMLX}(k+{*3yJI# zGdf*TBYi5$F^o+T#ujg42yUsHY zMHY?nj&91zUby_IS0syIZ#1JeRg+qo12R!?qAM#K+0$O)@rI ztw!wYuT9$suMJvvt~)R=z?=8$b=f{Jr$y*-9Rc%hfcaA(w(gCS$T*=o7bbR~tJX1g zH+Q^zG|4faHF3j6Y8b@HHCR`52XpiYliJ?lElH4=w#m{F1<5*TSbg>d4PzRwkTxsk zkGW2shL5s}1xdDDv?D?Dj%udLBb)bm1QfjWn#Dkd403wKhw!gdB#iWYD>PpxNKHyu z@6lyiL-x0a^Hz816HQKitaP4CU~~@b*xr4P_ZXPRkdZ>Lj9MyQ^NFe@tzUj}NIUdl zo73yVn&rt;hj+>ZnN^$*Qk)MV(W`vaMuI);zDQVdjt^z)%vd$iR+$gA9;1D`lNrdy zRk56j5nm^2l(640$>H)&%;Db5{mlDqd38 z195g%Dm`7bO0atGln}htD29Z`+hIm`alo1e;aHnnlZ|Ker>xT~$xXv$w|0+jm$S0>n*S48#F$sTq z@9aFnns!LIcXp*J=96m{-Fwc5iJJ)8Y!tKxi4D1vtfFqmnhe5Zt;r92`{XW1(6LKL+{;x;#;Bs=pe%>C^B~DJ zK|DM#cdKCA5nI=&T({ucTojxfpDx1Tf09(piJeSQsHp0YLTt2f0 ziSit97xKDaSJV)+&ib|=I9RjOsNjDg(;xL?i0CkiFRoEBkxVi;iti_0P}C2O%)ikG zirgmBi?yc<Z#{ zhcXWmq^r9!Ud^b~XT56`X}ojyoQ8PZPF+<&U5HTFaFRh4slwh!&>4=5bcIS&EX9k3 zG}@lbIaecZSv{$OGk2edG9MD__El6i^Ka5+p2egtDXp13knQ~T+oG7H*%?yy9$P+| z7+UxN#q2T=IAjX!IMJrH>Y&?5ID^|8ZCpe+AZ#o>arh=bhf-qcBz74YQ;%G7v#P=v zfUTU19O1sOMNVtRmxLxp{RD|#F_f9F51Kh2e0A}Dw}RWTG00~TE3;eLsn4}SQ+!yU zLsRV##Gv#SdySMDg=!T?K?7$wqVWRAUW%A4p3L}}*&=&dV^Mbh6wmO$YLe5q*<$o{ z$Kp4mga}W)wC&I{|JhPq5e31jhV2i9HAM@K-a!s3+1Q=Ntc9>!a-Kh=oiWO}R%Aa( zbFEaBrd8;14xA86Au5=1Gj^G?3l`K4&eUqAw-){{?$5_E?UDI9dFeqK+~fl~k)Ej% zdTFo%(P7euCk$uvangtN#>t=dh(Bpqz#+mwqW~7u)Yb>q3b!(7o$_)EPg zr_885c&E6i+ffg#5uC&XsE*ik4Ww7%JdAtQl2l@ysHbHSoFx3vl~`?v)|SX~=%n4S zr$rI=KfUw@vl1ElIVA0pslBu^h%?wR%dzDM{Gq)x`Bf3-I zU2$jU8Ta8poV1X9Za1xTLa*J%4T9d62 zU!RwVjCT-1omCEwf|087dctlREZI}yF6AOizMYyay0KJ&*1{3&V#&g{F%uc9pc^p= zoaN2m#!xO6V6fQa;>g$$vUUW;Rxssrl-~_%)N5h_pF;qZxskVGv6(sjlqM@>qv?`tea_#&x>Y69;l=8C?>k?Z$k}Nfb00w!^j>uCZb=<7QO#dYb~d zjX%`s$=fDNjN!4q*PvnAtkravGWA8eQ8RS3W%^yStfVq+tHG+(l#L?0?+-d4^x*~5 zdfJq9EY;=6F40nK>>60I*Str)UUg~q`4mTq_G1jyc^vplDgJx2C#B`G$6PrNjd|(n zQYT)&+kj&esGwaQJ%SzKz-^I?tI{+>!^EvBS6I$g?W+v}Z^lP% zg*w-tXaGVDlX*NUQHp9YcT259TmPpvMrM%yuCplw?BRu+^VYP{(KxV!e`3{I4DN6v z@n~ZV?0CF!EAw!pk2KU-Z7%z{ey5F8yc#dL5%m?dIur?Qlq%X8(qiRbEG|2-p0ofFkS;%2IDYXrJwMzLTtbwOWGmP7rj< z0@F@VI*ZfSL`nqvt7Acb&w|10_yUOy-$w{)$bp$te)~h7#Vw zO!iGT?a8G@j+KYHB=WO^Cqp?+f8fWA4ihYu2)j) zHH9pxTI#G~e6Wm`*{^TEWdUhV!w8(b&(Te-$?o|WP-T>%CSQRkcBFt28art+aWD=JNU+xGt#&$rzlp?^z|(# zsXmEZS5XpPHnEPnF+RdC{x!hX|Kferb5H!r7La>)G_=2+F|XH%f_(3ZRfSULX(fzsA%&aFu>G~TZ9Sq9CR%ZW!$i>%-ok(E3nvZ80`At%`1uG>@Ip#4~y=C`(# zOII711J^Y$ezSqW4-*nIQAAI^wq}-6(Z~y-%XBwyrX)w>dj{XiJ|3p2|M%;bDgTdd z>yrnSt^fEo4$5bdmk&ytf*;Uh9B2U(eME9#KD6cM;8wHnCXUXx;p#)^H5o!?nU^_) zm8L_u<0TGZd(99c>fygprxvZIy*lu6dbO%2X;8;e+0YZ7;v-U7xMdn_afM}B?B#w+ zR{4u8v+RQcjG8wh`=KGD77>S?%Qy^dg?Ka=?UjzBpGNaJuU z2>XkgayW7MVK4bqmfwmVz4eG5b_nq42%3L{4Jq&E~F(XDy; z`>S61`O808^|FR(7FNA| zDP&JccZ-$IvaK?}tpLor3pAx-=Z%&%{D!!NlUDh50>3j8iVVNo2ld+#YldHtE2>4Y z7&ZZ)7(fcLOSy_rCtdW>1;*XGUx(`vp!Wc^^AlkV5EZ#sIb0saj&fBSe_Nn$^ACHa z^@+HQ0-U%dRFWV`g?`aeWooBtRpNHb`h<$cCqAfJJ~)}OVm)g*VItCO*K^R8X7A1dNfoHG*oWw(&GNR*HF1@ zXsFz4XsDcYI9GS~-%dm2uA!lFuce{7N^gFsp?Y~5Dp!eU>R(Mmo zLk-mrHB>*;Q2kIt^?lG#x!0?qa*c+{y|#wRU9F*Vm3y5UswZ;|mAi(9%E>iUZi9x( zZKk1eat)QUwuXw7U2YQ%m6L0z+*%EllWM5kMh%s_N<-!TU~8z{S5`yiUPD9WTutZU zva+M}l5`$Urt@%E=RuHRj!|7W+cHe$T<77|=sX=>_4dvAJ43tq$m0t0ID!t@^YUP2d zS5CF6Qm&VJlJrt7q?c+*^-?WY)k`_orI&JFVZD^Q<~H`fov8$zh@sdbZ4pf;WXYz} zW$M3CL|IToS+(PF1FE&U-nY zMkNXKx;oE4Le%p@iob+ad?0DfIHHxY?tG2{A5au{rN1%y=(j(kjkW^R0d|08tys6PXFnySIzd(bh!p>ctL z-_qh|pGb=r{c<-$@XY}nicv-jeR3us;Js%8+UR8f*w3JnIr@4UF?-tku@x*hMeic-+Kgl8HsTKg} za`d4V4tHNvfx(eyoYaD;*<-L@s#(8h)05~}AarE&T^Zj=jmRM3ukR|pBWc~GMm}0o653EuW!3so zL}M%?;(>t18JY)60aDDVVppqdhV z$|#lvIao7en?SP!tv1M*#16=F=Y6pcSbzXA8Jz*F>+~}sEQQLa8!ZN(MmzyjPQCx= zdV-JxNG$MUovOYQ%Rk}~#V$pP3<1qs0;-BXsEPy=g93o^T~k0@FnEw5YKM<^6_DWE zn=%0is3L&^lo8>D0%8Od?W$yg;U53OcTI#WlDi9UssS}+)*=kQ0sYLA&t(~HBlb?c zHx+vT(k9{fFI~W<_VjnV`bgMb?&1+c=`1u6Z4=^kA3dII5V{!FGgR!^fCcP)kO|l` z=BK&*Clb<=J`3Gv0tj7fl{`I(!)~uUP0gQ$V=KZb%U)S(ThD<2glX9 z{dyN+C8N)SvbR$=3nW{>iD%yPoE6RX$9755q<{>4Z~9xv#ETZ*)PTfG7~t1;huCo6 z6122R+i^WVC=|m|*|LOX7HA^W{JS$Y5{8Xl=rW76S(ce`YKD8^-OpLk-)k!8843nt z1Js}PU=JX`5QUN0!T$U*4KV{dZM%hXSpwBq z&4E_{8UU&>mT?^2$f;5bl4A7TThVK$wq-#Tv9Rf$9lpjUIuK;vKfjUU%u@KVgIMou zBNswGPNacylxu)_1FoyF8rpW)9668h0Sg)Qg`gcgix>_IaZD4;>joO;2M&jc@o_N32YrI?pWywg%r-&w&Yv(^!V>0`vz z;4u^7hqw%}adkyISc7aVO^&W`=byr z+srzjMkNWg2^@`Z#Ds~j>@>JkVyC4gLA3Hl3cf{HKCS^xcZgFZ@ZWF*)7E`_5;i6P zf+NkDtxCvB-GEsx%vjE0mP_MQ(Wr2Ajpz?{A$Il&pXKeOpGd}F_w)xSw)HRhReg^E zkrj7aqb9!Eagj>W8jFkDGQz|jD-{hDd;jmLBi@Pl+G;wPw8WuvrI_3$XBjk{FqM!XqI_KduFQXHPRVDUA zXBB;FmoW^WV=W(kR*x_?Y0owr;RQ3oXR{GL>s6z#-2vMNuUDQ45-MjdNMw4P3O6w# z<$Ta5Cwx{~jQWOAeC7+ud|}rzfK+zQ0JdQOK6KSHfNahHo<8oAk+#F(nF0pU%-G=R zoDFOyuDzNKWE~sG)odVZ*g!HHNM-}sj16QB8!&cfjoYux+X_6vsWhqJG;F*L3h5>*`r@0AgLPi1nTvUW918)3 zOHi~t^zbbg^bC`)ktM#8L-_bCdO`=og+>M?^rTCepNP>g}?z%=0S}(oa*QmBa)u4ARIE*(-1`MXN2ES4Dp1 zgERI)-AiqOejN=F+pUhft%q3yQ{vXH*iezX6k&C)BMo@6gZ1_UgK<%Ju`CtQ5Ofh6QK)N7=(8T*6=0~MJ+yu&ZF|^T1)8xi`kTFbC@`IhRNIj~xS=cR6$*9R zPI|I5VB7-7TeMBaWV4aR-x- zLyN!_eTAaBQz$K98G0O+`cfe!tX?iuqhGlh)l5WO-Ds4!6m?CNd3u#8q6y|0WkBEcS=ucf9Ib^1WQO7fb3NM2zytHFs;u25Ep=$KEF%h_h3@*@y7OY@Y zu0ifKRE@rtaGz8w*bl9!5Gi`)atrIw0zKKvUoY2uy{pF7FNvGfiz{=HXwnA43K$rb43&cTr?Ap6neQl`+us ztq6=x>=w84tS1)4j4wl^E?CthQiiJ0 z!vDY`DPG4@OGVM&D79{v^^-?Xuqx^cRtm_xTsJEz#&wv5hb-#nx$cl|;Z#wdv#PkO zIsKh;Y)imD^%Bfg(b%1bDvZAV6AiOFY~a0uF{Nl#?RwtIC*PS?gcIqLb0F1RE5%L1 zW`pEnVNW>?9)YE7kVCVR?Ws$4r!Ga9L{mm6+;2-7@CdYYd3f}UlLyywXzZ`dR9p#1 zm)iLnv%rF$qX<)=4`O9%;BpHIGz89u@K(g_MI8)s96HEIgsOyHKr{snO9<@=%pZa( z{08?>iyFld1??+DAKV3Yn0G;Nb~)xi(2)5tB>@Fo0T+{$b&ZroH8bL1HJ64h90jpX zQk{-!NC6>yvP|)iXqsfxX4!Yx>usLB9KOa1_;PU44tjl}RdDoEG;oUF=pOMjb#dY)2 zvcNiC!%lWBJK0NuS_R1Z5<%843F5dCq<^6vvOeWG6x&lxBgH6eboQ20>kyJJ*F)6V z=b97s21xqb`&LoMhnmad&~`rJvr<3^7?_00i!L{z8}?}Rbo1zX^=|8w&9L~>_H}jW z#ML^qx;u&6*dgwVucvMDkvoa4g>#J_eYkWTJ!0yxMF!$kNX)x6Sz<~yu*8(iSt4l8 z5_}~+di8>b8w(!3cEMTGO|U#FV5UA^p2xT0BsQ!*dBQP5kmKdiZaw-q;^oaz^h913 z#C9vb8mAs}cw`}z^m!WE6+0bUjNPzPBLt|rYqKn|(}HQ|v`qoFr|oKVYCkNokWh|E zhskEoyDxY z1E&oKo^zQ4u@>mjFM|W;S#vTC>4K#KgO2#V#D~&EOko*P&wo>Hzr6snrC-=*qOxd9 zPkouzA<{lfySxBR)h;*-c9p;qY8D)6#Eji6&<(L82hkY?j$*U@%Rbfx?Pkr;Kus6t zvMy%5uc1uV=Nc**p6AYgYvVOK4@S_IUdVb4;-|D&s-eY#p~ZXyEf7{EdRDHcM4iBu zEN}+~qlrq%33)Y{~v>r?kzEZtXYPe^tMh~k1p0oYwB<&tEG|EyuC0J+g`C#F)Dcran|NYROsX> zyXq=4+%q=r062coZZ=(J`P#ILv?gAlE@skI)<{>mXnJ_g^l%~V;W01k;jp)AJf|1) z@f`M6kEhu?`F(YxM;*IV)3I|k9b2T1eJ`8ksi?<1?3y zPd0Qlou(cQJ9PxW!Hc_sX)X|gU9cWlW>Ge+eTYp8@p>7R;%=aVO^285tA;%?E5up; zdb+7h6*W$w93}0t%TA%xEbOX?9+MOcY}lzeHpxCY;V}V5y?mucXXq5=;S@y^$mO`V z7?zVRPpXqHPpWBzoQxLCdM+}4yRU3Fs_uEO#A0E=PM@afi6`8WyEZqH*c0aLAt){ zh6jnR*dc8c_@^)xpVU8(FDA^XQ&0TevwSl#b(h_KRJ=pJ4R;eE;WWvC2CLhnjd(rV zt*)d^yKLdPV$ovQE0^6QivC~&pLgKDQzAV#b`j8&EV%ghoZBlOf$rUfZVLGh;h!O+ zk$3fSK)*hgP~hl;tdUplR(ml#7J300Yn&gArdI$_<$CN%XDviOzh!Hu8zbE0*oifA{bN?W)NKCJmNx;JQeU! z6MAfN&2cI4c%a-}qTgP@-}7M=_+scGnGo#ATtevBKNYYGB7#}b)tlMkBLqMI_-~sp zm0=7W`!L3UnMmAdCqcU4K9h~|q;72%UQ2ol$JFC%G z?~j(=xT+Mn7eWFO#1wOTUdo8zVvY%J%z0_bD=0^wm(}KtvX#RzpH{W%8B<G=enC;3@b`w)T5A;a}P#2s_E&t%lv>5&T67Tb%;OTwpNx@2$k{HX*)HeVR%)~1hgrebGEBr{+I-6r zj246J+Yzy**BqSqEAkR!7e--1HyUYURC1q`q zrc#KZ1{rBAJu{YUGwkTOzdUadg&hD*P0%oR^dYVXKM*HT$Lq&tj(FVJGV)z zBG21t&2VT-e_gWa9%)B*r)F~pk2!4c2ma{#$X(D(Ir>YzWUI^%XYjD457FKn{azr# z&$Ir*`JX^!)GyJ@S=V?Pi zJWug6^mKkU9hU8!&~SXh$ml|!JdMe=_)QGfjLkygB+?Q3Y0BnYr5iJwmrf7K+x{pnREiJwoB`fqEeh@Vdpzj2D}EsJ!D zK$kW97w64wsDlIE7WgcAeeyz4d02~GeW6&5X7=;4h9>d;Ao@96>5(9I^?9eN&vOuA z7!cs6*)Vs3a<|$uVZS{rU<^geUG&i{*f?Kw_mo|(!tAFce!k$=?0nwWhDG*5kq=~7 zw$B%fu?JHqcPkz{m8(ZX4q5Pj@XCHXOl<>TyrNQ*INak9jh2hNqq>N+NHnARw4;OQqqoM63b?7ovd{a8 zi|_xc*+J0RB92NSzc`h?pue8Uvf(6o`eR?sHX)uqTbJ{EmNTVa83k*Ym^sm>+Y*n> za+U+yeVlg;F|>0eAFV)9(E-=3jc+XdQC@VI?zhlU>IaoSZHj>s57IsB4r z{w#j(Lr5VD)FNo48|9dE!NjECQh*~-<#N&zEDQow<8HNwMLz{J(if@J5n)P&7bFER3oL&nF1^z?!ySArKpIT|jn$>t*A77jV0OUNC~0v9VCwQPZiQ`#7N<&R;Q^f73pf|Rz+O~i zPldn*F$P%LB`7Dp09J8O*aA*}9Y zS>mNfT!+0pDe2)IxJUCJ_C_CwShOVMlZ;)Su_N>-+)_a59Z!inMb|x|D>a5EDL5b2 zHJPQLXC^I6!IMGkmq#{ zLISV}EoDy2SCX0%)D&jvc(QQ`h!77z`4ImOx8UW8e=KC&W}caT&CK-IoS8hj?=(Bs zO&AinO7t(wHAMdfxwh!PB%6!=3$jl1FQ*uWU_KXW02ci`5Iwv}BD-9lguh=W{8=7H z_-B=r4p@~`s*}@SfAX^*|I$;>zW3KM;lKQ`-&pz9|MP$U@&BC4X=l6DrP}T*r>c~; z7AY*8y0%*zp@H0ZUzu>|YW@aXfIjyAuR_kkhlb4X0V;xn$#zQ+l;8mD&n;EVOD?uZ zOE7>>6|V|=8HXbK8zpP=lY|%!fN{qtE8(7WO(CHQ!d!G$NmHLTY93^s#~Za&wVKI3 z=9rVDO>{Di#!*@hj8exlN*#v<69*xf4&rt*m(~#-;tmoH@MZE?-DR&*ciBeWC3vdm zD;vCh`*_782wjZBl*PD}2M5U7#g1+#vZ&=ayx~K}=1>vEDoA&$5 zFqU6W8dL~i9aW?8n@WW7B!}WaJA?%TKykks{nf2x2H;c^pN;z*YCFk&z6GZQM=zWE zOMnJOn&Z5QIf)fw-lXS4_Nr%-^ezm~Ob9i8kYDi=dV-a7_S+Hb#7JJH=G{3NQ_;}ih1#nujK^S1gT1a{-0!yO5ePn?O%8msd zosf)(d?i$2zjM^i6!EH*8mn4x8*o$^VlyBnNo-mRdl?78whvIRQ30e;$vN(P4b^}}wv~sY$rmT+1K(<*-)M)DUkRdiS zlz?lJLshI4WWNcE3PEKHnCb8*l`7fK6UwSFoVH;%-D_xLbI-|2U(|HJmz@9{B=;tw zo)A0h3DFCnJ0b+WVOrc9(_goTWOgc)O}1M0fC^U=MC1h7$p)ehFg%DDy@nWlawj&1 z9(~LELQvg{g?6x?qtWKc=kqWJAt05MvlrIB(LZfvE-0k09aq_*mP5eU2^p1x@CxW+ zuOvcNtwvL?XTwV3`YBqU7Q@sIowu>`;gu;$le^tjgU%*n6atl8^Ut=X+=y((sV z9^e3^>ojms^)OX5TLT8cRZU}iMTb2bhdmZ>$HPQ0MFgFNE*5F0Z1d{BTqKPVA8+$j zIhU57Zc8M_PGk!!&YfIEs;Q?vfLOH$2$du$XAWe>#CAC#XUXPE{GzkQ62IVNOMG2R zyqcDHS7}Lp;!`qSb?O5u3%r$Fea2h0^v}^xi%#9rzu@%SvtGXROTM4Ymi{wd^QC{* zt6Tc#ymaaJc$0Lz?$mrD+j3f|K6Z()#m)XLKke3Ud_>L0M_gs&LT zIy)&8$>r*Uu&96V@Sbv)@>Gi+e#c?edIVllQ-UGPPM9wy1!K)kAT5*aGJzwF0H3&v zAro;wxWSO65d9VHwQfF8-h_+Ac{(L~CRe9gpXEC#>8|bJI6`uOJW&|9?Qj{f){8hL zw(Fz(HNIJ=$|_XtnnIKm6=kouZvD0kM7h=9kz&YaXYc}>GZZj}sjJjsY&`1< zgwZ{%aq#FShau%h<3C2|hGc+GcU>qWPz9{XxToW}<}<94*DDWV$RMJ;UU?{b-_}j| z9IU8%jvYW3v*GtMGD*D%G8uBUWaO%!b;E8FY`6YGW^}^PwM4JICZ)=TQs0zuYx6H} zm{w)nY#Lg%0IClAK2?l=4%wI-2F$-o$DRElfM`!XKrpOw4?PPlGAbO={ zVArOP5r)*-+NGl`^ZstUYJaIkX$gYbG9j3QMn&Ah??Om&Blrnoy0Q6NxcQ2Q+b3xs zUC*AtaNT<5DjbZ6t2m4gS{47e0|bo&Rm~v`XkNKHWs$0rQLhu`hNYQ!s_8Kf`}OT| z@^-aeLwv|wd=R#5w0gKZc(|ijl<0u5wlr%divlBy3aKnA<+5m1RSs8W#iHb=g2>_B z0_`_S#sC!AAS@nc;dB5xwfhyLXzxE#CRt@Mur6qD`K#EMND~_H^)S= zQf%||s2fRw)uwG#VU20Z7~q28u3zeGwVF+k(C7k;-vH2x1)DLGEIIX3CDy52Vv+DV zaNWE1m2}sx&(=s^yg6MXUQ;knZWM-qOq~Qb>v7YpL)3taXcmnci_f9Fu?Km?@}fVs z*={{5-XZ?aTP!_gGg1|)^IPCl1~?fzgS{;QX8FcYlXZbZuo{KZf5!Fdk9Q{yf?l=y zmM>&6EZI(r=eg1PP|59Jqexaq+}?o zGcsR05%EJlBm3=9sq8z&R|)-nyY&?q4%*wTMalEzoMhzXS(y}c5o!bru(UQzwe%KN zb^*4HLR3+-9%7#tEPE6ldXBPGaF0lEOLn&vBeKQamSX)_kFrROjROYSA3HeP5XM)_ zL*)Rt>{`U!#VCJK0Q+O5!v0T-*ukdE(H#e4I_(4mn?Ea|WQ<#pl>q&jD21FJfoiS2 zhp<&Esc>WXRx z%N~{eb{C(O_yEQ60!mdq`3uil(QowQ>`I{^JXJgbD=-xvCOg8CfzOUqS-V5z?7r3R zBFJjA=Vm}x+-=>2bI{#Z4`a-9@pVjF=J;hp-%;g&&m9bV$880|!|Imq;FcEZTRNMz zlv-1u*0@bsYUKuV3nF~tH1wjoL5cW3wL)%jK)>`83Ysv=mDRF^<802_UA4fF zr$xJOO~?i*fY|!{^mi>iKmA>cQP}CG6jv)Pi1OBr+i{MV1C2-B@GYjp=cxb#MI%(q zr^ur`MG8Dcf;FcIVbElw#K>YD0Bl=56jPF*B7y8%I~0ILm$<@`hS>f!iJjHhKyDu- zrQmb48LB0z$!0&!)NtylaiLC9I79}YK6;$}#V7y*N=>WAl7OwC>2ScS3a<(N8hq$n zlMjmxt72gIuwY0NzC=DO)~$*G^I?JcFf?~lww`Jv8uQ_#V48*XG+Rk&=BvU%+=1>@ zK{nUJoRcO6vr@56+6K%@g&J0x61A)p=9IOxYwQ-UbAIc;7rY1gnuL)DK#=Qbt?WCk zugH7EvRGrj2QQJ%_MKu`+yf%(TdLd+Q-9;^53(M?=b~oz>rdk1uBO#A1{^(CIKH)>LXD!Og8=cGnDvmko)1 zjd`B8=?89@{_;4ZnkOzL$t{Zs$9=JO<&YKaN z=gnz(k2q!%POxNL=nI03c46CTZ?`U*`&@gwbzI`u%zAJjtrb;RRo-4epwhGp_&&kO zH^e;g_`L6!dj?>0VFs3nvI{l%Ld3E)f({n}xb=i(S3aAk^FpK8&B}IFsixTFx?+cA zeX+7hv9oo>V)ZZL|NFaDNZWSYe{8j_xSh%$vEy}Fl`e+9hs_`$vq@^a$4)uJ1(}c8 z_mFg7mqUHF_nYRx6{UktQVts*Ok)8dQ-p~RKMU2vxnF+Ps2+HYX1<87&K9MND`a|B z^PyX?3AEJ7C2k97VKF4D1&R-|?PZ4H$u( zJ<-Xbn7T*NH@dhT(dT0dl1M12v6mX$R&;^l*>k*i(I?Mi-JJLvc>FAS9Jl&;`~>f$ zArkkMR2YrYG=j5tpIq|jnLO|g@j3yBb*lNvO-jHis1f<4V65tUU>(kocqN=29b>Zt zghA|aLv%`;1|hxZ8QK<9ft5?J0Jq6p*47ui9330de9;5A7p*Rrph6&U0UKtrMB3*` zLh2Pz7p*ovDa+(isVX;QYB=2USb=n z2&QC?D(`0{YLIl$bOwl#1PCK=2zlF20Kn0p>i8)LmG#k=y5R_;MO9D!8FdF2%p|an z0~5n|tFK6gD+PDTn8-J5vn6Us4w~E*BXSWuIO46xg0QCi1&uN{O_k104b4iOZ2(4g);V z=%2?oG?)A2qWS)u`9ARsduHTc%E|w{A?gJHc1On*-og@7d2oESaVwpGO?EJv7dWI9 zQ_!s{8T}#|d(OFRz5`W5+{MfmE1?oaR9MBW?bk5~e7Qyyj0d>9;R zf*c3X2&@mumR=uU{wgxFmjj>eLw)qVkYf&USVhV3&lC%x2;@MnV&N7zcGDeoiW^E6 z9X3Ibm|p3fL_zd!%E^1@r@iyC-i6#dhvh;G#XUl}P3mHx=S>&QRgaVZly(Vsig4x$ zRLfqVuE#GN@1F9pzvwW|!^I)6x5|r<5l0nPmc?akNDgaO&D$hm3AiLTdqS zVo2oiz9V1~`6-D`dWJ-XKdd}g%cxo^y5pV!Z5IFpRr_Wl|xCQ1Dw8ZzxhuP%zKtgs!C74P?bDId6HD;7n zwlBAEr9#lGVa}yq;!uIEJWAl;0bh^If!_iGy%(GE*x01J!drHXCc|S3>=r@@I4U&k z#)K-dY%amfm(5q@ZMGG60|mf}d)QR~&JplvxsNbLsGs2;qNl5zM5fVnl^0EQ!vcuU zbm;FOfMal}@?du&l~m#WZidCN7`P}1$>$V@Tzyoz-G~{W!odd(W4R=s5W|MNY8VJY zs-C-SgevL2i=en16ONDR&$f7AS(|PoqmK-rb&A0qS}8gNDA*PK(k|YNGCT^KFUi;` zl|miFE_Pt}pjRHiH?6($0h2x)J4)^;mz0b-1oWa~77&LIm%Ml?1NmXLC)iZHcRvIm z{2uP_CQh+AtO9uMHW=URw#&Y(G+08q{-;c-evX6i$1SJlRo`zuXvmixv(5N|;#`PMVOx^-IqRoqj7D&?qNf(d!MpmQe z_0n9Jf4K#NBvBg zO|#AA*`8_0)}GEco3j*Fm2xaC<#=AoNNp*+;H1!g!r<PU;wqv;htOd$SaZ0VU zIMQ7pJW=>x5>W!~?_8AP{sQY%iD<>WhKa~g4hFRwQWXya(ADhiCcyT@BN>o_1p*1^ zKoS_wQ>sHzW*t@Cx*rmo4fCPL3n{LB-P;hzER5JTphAHAVf7As7(l8EFmbA@iIsX6;ejOe1ySWLSf;36S#p&XMn4-M z)G0p0HNMT6d(+&7h13okwVFa~P#+d7VHu~;)nl_{H5r^ocyJyKL0EX{6=3>Gt`^uB zbv_uX2dPbcs&d3Un*7-qfkRK`sW)$t~YF!bnv*9fHXc(8dm?DaSHM=uZ zrTsM`rTpavgCJnVJ_mPm)3!F@loEMfia|a5*{@mA=XTOgp3yyf$lt{b4$>LPLy?fq z(*$NY-ikPGK&8krv4Q2Db#5*8M5Xh2rBO^bKrmON%0>-mEFv8Zu^AvA)wD_gxzmfR zT3mQvL`BP@%5BP9WK%B;D1`EpM=FvZz={=a<90u()X9p}+# zEY56LyeO7 zm<5VrkTECP7H~&Rd$RU5ZxVuG@=$mAbq+`Q8#eO?l#e8^jz zlew*vemzglMusN^7ZpA45=w7c7B%TJyCKA1wj3<4;s+LJHC!QUB-lWs1dG$b0sVJW zDd49VOl&=pOP3uyMmuBwstn`Tk5S>OW8_?Qj2?m=H}Q@e-q0vD85J5WpDx}`t{Nz8 zZ`ugWn6DVAP`%`_KQ%yA$tyfC6(z<|J>ug9uxIFYWzMCYk#_f%#U_0e=MwGQ2L=$z zzP}qv4~t)0o9I;-ed#8$yrLDJkst`zwFvP2xWH%-(=J90=Fk9qC=l|6Z4d&0c@QvA zKnfDzkV_b91RjVIdRiQ$5K{=cOJFr!Cca>Lk(c*l&Sm_SGcNsLbb52tyIGglA-7j{ zxe5pyRB}>gD`4k7pj?7{(ZXIv)QCbR9smwtHsI<@6v6dm>ZtAzJT{n+F;qB1Svyse zhtU(rs+&rl+YK>NBFhL>GMF`9np>6hw5SqZg@7)TaTsh@iI7W}r1dGvhSreJ)#u6- zh7u0=v1ez5nG7<@%$E}atU6m}$_S#&JVBMsl{3mr1pse0L{B)zW=5LHAg9e_zz{&? zq@aV!Hbrq>a#B z2wVbDCzrM|OF1dhNB{(aY{YF?*jfZ*!4;>Cu7jL_8VrB|ZP0I94O27~e(mAQSO+ul z7hX&Jm1*Zqwu>GN)a`O9Y`HO+Vk@Wm$_xLN@VdmZZ)Bud%PaZju&~DFut1x`mCt12 zyTao8-nEw4W~)8R!P?CsN$Z775Q@6(;e0^tc%_zFV`D__R9;-!BZvae8y&CddJtX3B90p^O?rxt|?paSxr5Yvn|CIi~J zk2D1XgVASpgCpl~s~3LpCb{XT1G}CX$80ZfRWK?N6 znRL;l3nra6>6}StO*&)JX_HQ+-`nPUlg^uT&ZM&@oiXXONvBLYY0^=Xj+k`Vq${Q$ z%O<^G(j}8FnsmXW^Cq3cZQqiOz()(#<b*dPohAvRpLwg+|B|DO1o z?%RK?JBd^Xw9W`{O;8gK>Wklg0pJ*Ljk9@sVGrSeW9@U^mfbUw62f{q#BHNc-u)>s zeSxeKVm>2z_d^DH50*t38p{bEws>AvOuU(^kppTo$w+&sdK;lXc}fhLzn+?kH!GpS zhsw09tB{HfsaUM)fV!qOZsyzH;{D{}j|cMQr;Mh`<)h|d347v5KX$O1lyn!)7vF2$ zpS0&UspjEP=&3(-=>B9~`fB+N%GU3Cd|!mUb8ux*6F3-K6K7&)V%xTD+nhL=*tTuk zwr$%JJJ~ni_wD|%yH&rccTV@Y=Qi)H>R0de>7Jjfvi{8fHX3`g{p^QmA8vscYS8g!`WR!V|+JRZ0e?Hb?)hIdy*b`EIvp}sEO65A{Yhsf=VCAo$B+@Eru zK0zX8bxp&Ax5;I#m?~BZ(fwXDd3BEed_5~ErcJPQQ{tt_u)t|t&3FO({Rh4ReNboo zMi%Nmn7QgAPwBLG=~v;|apb-nDa(vygXK*$TLpY8 zDpKf$id9hHXGSUC#aW{3e#yTPRQt6%ju}Yl=fm4kNINUb)yDCCY3h~iyQ>JjW`>FH zY6ssqlmoe>UYfC6pT36V4q+C&J~Um4`bvxrc7&lnW?RW$h?cs4mJ9|~8`~F+l~fv% zM|Ydh+ss2+DyJnuijV-0xP}W128D^6N0}m=D%UiHKkP^OXz*v?ESk*OlRA%(UG*asILg8|w@ikw#mjiydBK)J^@ulG4j|5?rf5OX2%ILh_ zujF=23g+@fIlH~a)Ju~hgCO%f`v$%&LD=jCXeSA4Wg@AniZ1)WP_BS8fgd{XzHjSw zxOgPMCh{8pWACAH{#YS#Zc60jDafS3k$~sxe z=+AjCeXEipvPmGkCNgqrq}c?^&DHin2F^ zTGl4M|GF+fO06wfE6!I_0O8igVC2HIXBn8r8nxSKC|ChOR#w zltLP1geO|whb)?^kQs43vtCBA`Lb^q14;Q)?lzbFi6BKYs9Lds$A*DJviO3`Bzt`` zS-R>X1IOW3q%}*+US*%?uV+*!HgjdEyLIDEB5{j5a;!|02Mfnj9h3AH>;9UT-h$sg5ge~LBYzo>euanrVdEW*xqY<*lVol|$ngJig^U(w$0 zU*+xvm+5Xr0kf!CI6F1Dcw_^Dj^NxJUm>9#aHJv3^7Mp|BhKu*Bpmn3`j%q1+t)+= zX_kNTC<7I$>uhpqhe*u{9TfCMO0JDB?Z*%VaH>y4Rwr=(FhB-4PM{`YM}yW@zBOsB z3M-1uZNirDZu-$z-wh||s! z@%5_O=mqJfPmbpAso{y3wltQvy3}9!6rcaw(t-VLo-=j3o(*Vqh`|qxw^VhRuG<`6 zR?vI-wXCo(B!O507D~ffP<)Ahlx7p*@sq5u0tU54n39gTP^!aoIA$a&M@vpT1v-qd z7aAs8vQ>ZA50}-RXZLE}@Q=J%3M@e=Z>Ds6;eFfKEBgWF0^<|v^D1P!dBxPQY5 zrfE|n&hu}zQv9u!l=_obk#}TUeAJ7GPGcuLPooKcc@O3GI`xek(Hjs?xFLf^S(}iQQf{?^^)l_kb|+ z7wBTKJ-<^LtXDSH>)(*$#=4Mb4iMz&B;)0FCiqOlg&%>$?=aE9LMSNZ+%P<%fsdHb zS*~TI%1{+QZg|^6pZyF&YaC*4ld@VlgVvmP?T;xrFb^(;m$ALh{mJoM&;ODau&N#q z;k&pNvweslyc+N+KTWA8j2K80?e^7&_-ohcOQV$%u^^KPK;SPch}>231YS6(i?z+x z5}1~Gheox4)(ah%BL1azLu>m|Lvbu&fcVWWTDt@klJJAfBNXO&fmC*sIk;k#f0Q2* zVW4v_+)BN$Z;!|O&22iB3Xmfa{dJv|9&x|-P!sd8#)g}8gJcJZWRMcJ0MQXkjr0K_ zyxdW*pJfq296iCYlKfV@80-;>i4^n*I8~*s#YqvzaXHx%HziZ!1t@td>h0JKFP6dU z4pFv2ezM+ry-wh^nlAPLzcr|5ZzTBEeLBoz3Z7yq6{qh*o za}S&I`Ff)+heKQ=smrXdEN)*C1&%LHAzTu6gK!Cgnn}{Z%f;t-yVX;F7vq)@pYVG{ z?d#fTM(=Ak=krmH+u;)Ec*u1kjBPF`G;YXhxjx29;-Jgv;QQj{bF;zsG2?rO&x_XT z5V=JO*A@!y(Plo}4j4SbVzXabWKO6+q-n1yz8nR+S{4O1 zsdXBQ-fNY59LlRPbj;Ae(Y^Cxe9g#BdaeaxHL9r_iY;ofZDdf9C>V!`iJq-EHXif* zhd^n_R7{cr{4te0%=56t{WWL5zQ<_bM1-)q&4uG-DcnP z`Ir`c(nO$D@%Z1U4G?BXAfLp?HAHHS-VX}U0l6|pZo`Q3$XfHS@0sll$Q1`|xBP{z zd-s#=h(1V(SfH`&A0#@+i85=9yd-PG@+2Y}j?^QP{lA-jedd*`=$zU}z~o3iX5;k# zIFe^&698ftSX(~?QLy$9;?k~q0(ajd69@bqBE%)#FQb5tYjA%EcDt}H&SN`SMN~Di z!@=Wp15W!(vKV5; z;z(!@>L;H|*;cA&_Vrt+(y6`%v0xlM2-L>|wgeMGcM=EHYP5a=9~S3h)8S{ zFCC=J;=F)u9xDYe>c}kwukcKjOxxlu<4LTj?s^3`elV`wd|yvUGh_1w5or=-s+v%X z0VA%(fJbSS2kx!mHY9V>_R(OLB2_;QQSw-vD?;iY?tE9?D&t}b^H=QOTYX{DTm;Ry z7ItWJg}CfZ_`55Au3PngdqT9b z8_RK#g|SmAHt)>`8%RC|DS%aDW~~dF-#Q5{&IQpoJ)bpO3W=#H{{ek7-gB{k9FUdu zmY*cr;LOv1vSfR+9juR(DRBPvep^W3A`2{!%dLQWy}RG;gj?z7!okDSZC->lMCVpR zQD&lcm^y_51XH_FRiasKOuJyary5~@yAvoU%87bEhISc;?)RO${ z^7|L0)R{79O8sk9wzm3mQ;k$QQK7#cWxid63JfWe0JgH2QQUp|xjc=sSYFb(d|kxS zyP(7!koNS*sUfRq9seM(IObO+82@@GJ?*{+#IQ&JOBg#!|EdK~*3U@T_E3ZRpGGJ1 zl+02U?$DgTD8y3UI>ZMI}9! z>!)cW5BiZ&c^7&6WF^sRkufICV@Yq1TJ+bpft!J{cofWB=L!*f0TJ!3vY%HG?tL`y9fYzd>!@0 z8NTXIfz6#$Z0}9C!`g;8b6WBWnWDKF!j2P(vGIez!)jXbZNK^j@PADSw8F@&x)J+4 zM@YZ(AP+kiLEOQa87R zMC$lie${e1)|7p^#(W8sFcz@nJVhAzGO#4}R%8@`y<;O5;}ZsPwlH z`>i-Tkw=1P4y6pI5lz}M>%J+!w++x1=T#E01>qR`ftp%jGJ9`7D!Hm7#Q<}QR+j09I zQkvL?D7h+9H!{91TFZwf07Hj#=5k81nJQ|mD~iSJD4vW><<>TY)!#bNpy=WSwG zA6`qEeK;>NnnXiouTD?bn%#_L`$3K7{X#J^F|#j_y7}}_EHVP_xc%`Ra7y}9!L7l4 z!^2||UfZ#qYm%fwVulv|w<8HlCvVib=BmGzbfd4}hDX}V^>W&fWn2j~$e8s~{=srWkPGxmar|t3S)NX)U9AaKBQB71(=NJmCE?ME93jOLK zbIwarPt&kjqrIo!VY3IMf^^%F*k<#kE~GyHw^D$iykW1^K!6^>zY-o{)PnSqQ_UWe+(t0 zyaQcsm9iC;yhhT)XMu{oMy`!ANnS+!plMp4;98}@ifzlI5iXeso$nSd#S2=Rdd)k67iZLH(7bu;;Nt6<`$C+0; zOdGTn4E>1tb3|O&1dM~t50lsY0Jel9EqJYf4I{6jZ-&ehKA=5T7i< zR6h_YEz{ZZF!(X|c%noa{PUhLCaV<6MHa|dsjg?#bDi+dtAo$!l}@oT^Uu{(VZS2r zk?Alol=jPF{t0vZcixk(kwzH}IRmcbC!XMtooBoQuYM+TZ$ zu)gJ|o<4D8ob_F`=Q)XFv8F-Kk|iU}!i%RUUi2>?qA|q3sJ3$oXpGuom`g}?2Qm9LPwp1U!K3*hG>>}{F z5cgJ6_X|CYM@ArM{w6nZ?H zq`9sEjS_p_K|6_;%6y>VmgD?0j~laSBs+iLuWM3BTTH&kD-k5?J1Op65nKzDFNgn7 z`-fSzXtPqqVu7N6xT3p&X@1XT{{8PW4c-Y{?=PLiUq+tEiN1l;eUXu5iEd>h+_(vv zeQF-)He{bUT*)=wIJfbJZo zxWgkz_L7J2F%g|d4smQevTPhSJqv9SK?Z1el8*j?CUqc)=un5bf`bd@Yd?}r9M=4V z63-nq7WKN#`J*JRx8gAqAq&S`VGuIM(*)LJnTk96wbcjP4T#0igW~)lbTL_-u^;2r zHHCX#6_B{zo~puzdT-qyoUy@lwNgW=6UJx9!=-kE^n4%}PVc6;-O5ZWJJaYfhEJWg zG=(7*;Sn#5lY<)OqtCgtR=Z6U0#T_NT0}{;){Z7;7ULH^1 zC>I9F2ro9)U*EG z5f4MaPG%QDMMx#)%=le)jwSxF*wM638NqPW{FEaGZH}|qAL+be#7tf=vMAcuxM$j+ zAOy;KqpvwLVnYaLr#06`kb0SHyI>+Ls4;V~e~79v(f)82M#61ZWc1ErU*G+~kGSRK zJ2LZ72sqs2yA)7GdRU)-q?b^i4dbl`4F7!@&+J_N6TTzEVs(P~(ubJ&&`|Y}wLLXb zK~z+Qyg;9E+gRhjl}^y%l>6f`H3CW0S3Fc(ZMWZn4X0q$;)AslBCmI#cjpBkLz4iW{HNvYxnn_RJlUJsG|GBCWUi zxti*ZV~L($a-457St}o>Rz43fd~cgm|3z8&-qP{Cr((K~#q{nAe4Rf|Pt{g*?(==+ z>DpxnTXGP+pF);Gc;Csq|GSavYmfL=6S2a5%61}vPoaCCTjM@U#eG_5#We@GXodH{ zg7}sW={*(DeJt=z;XdoD(+NO&@tps0gZz}^tHgWY>(cngMD0-EyANGun~smn2jNJM zo7181g!pM+o+Y|Sae3L3!|H-(eW98|-<_}L8LX!zX2&yd$1_!wspQSh(FWCvn2+Xq zSRp#EFc#e{f&8k-j9QZ3Z^6#OnS367^A$74wv#XF`p{#j#q0>`yhT@p*U!4;l!Y{> zuW#s-&PH)s>uCCSl&if)M2x6mS((q=sGqiDTZIuGdA(hh9O4+b zu@pxQ|7%YVC|#6-Oh-6(jIh>}$ynSvx;q_rInZ?x5lXPn_5y-CU$m_o$f56g6R1V3~1V|TC=H#?U_S-g+W%bvgzBCYC4uM=6^5HYzc zcAe@dUArdqS8Zelx*ufw<1R>sPFkJ+@LD|nB;wCYJOx{m3Mi+4n{WMFV*XapgV#n^ zfoh$d+QDPGVzl4^WDC#2JV4~OQ1chfpI7k6FpZNl999OJw+UW!uu1_eERR=HMR97b z2(|#5GiJ(cT(?u7K4sm(Pt0umgLl#vPJ$C0UVr7&hEn4~ba|gS3`OHRu{v{Jn|53# zXjQ3ZNzQ@r9-GY_P9VVCT zZ7S8mAh;;`2nv%x@a&br7y|@KN6SkL;c~p9MUZrK1eqQ59sjd5#P~8?{1Z3^9Zd&1 z`@1w-d|_7b_6=Eg2KV&Sa!aj=(=uI316ebV#hU5L6Lmkilp~POLBg7Q9I@qif3OX`b-)HOa!7nRz)FDF zyWXhu@@~L`rYnw3dnfj2*O#BY%5|GtaJ?<-a<4`g_`?Jgb%Qwd#UtuLp{d0E4n55o z5UVTSGCoSjfnCc-kb6A;Q}hrdf32XMcn~@CxFfxizvGp|It7kp^uehSE{%deq}3>d zSoS{pl1DK?6YcxCt*V_PO@T6j5*D>jAKfhWYb9cHWCp*?Q47(cWZdk4GSlBrX`O_0 zywQm~YkvO{I=9&-bUMjGdvYdm!|sGO`{p|DGOl$)=)ME%E4%@_{`XR(K80lI)I6{< zg|{?*QwA+xLWHEo`?}0Xb#|#dr{1%Rh)G*eDGq8>zN364QWD`|3W;Z#gfc=HY+iZp zYk;xTil;nAazo;z{2r#ec7CNqY$8mS*APcH_a})2vg(2E80kr%%G9B$v2qGi8&<(% z4U?*?ZZenCOprW}BXpT#Yi5Ls$rzEfnmBrbg(itjD=!r?Wy)+ONww z)qN52&y9>BtHdEIW>@EoAGIB)ANYewkt(4L%x>@JAP`dQxp0geap8czHlttSh9&V< zxfF>WrwxL*^LwMQ^)dodBKIwQB*X#zt+{J(V+jmeDs*NIl~$%}Anc)_-H?OhX%j5y zf_b)t#;nTQk#_0OYM8*hkw7I)4#(IB)Xc+cPvvKn8*&?CKIO{Tk>#TAWsV&05?B`! zm5teph=x3CGRq5@yHC3Gs*4KJTXebA^ea<5wDpXTr?63&zk$-KoVNERE?PXNB89;Y z|MW9o+-IE8bVm9OtSlC9t&;J03Fu>!S-EM)H;VOaWi*9K0|n|TMd)ghY+Q_M@s7}x zC_H$XuhPPAEWtEO#ZC;A+)o44`DrB5CqJf@<5WHu#--Yb-DtUD)BLMtDT6eDu{0ww zjIlIreK9hAfMUP1!8Knfy{b&u9PP8;W7~X}jLI<_6}!+V+%f<6S*xHdYRveM$lq)d zMQe{U;20(DY{xvHF6VVq@Y5ndb^8Jwn$CzRrm7d$P2&9aG+m=PO~<+fU@2K_AAvA; zaa_Ssb0`e6Dy;h#w$&hcyO%cX?}z$70d?o3xW>62Vcr-fV}#&tby?|Rlu^9tPpXuy z+*ywE;QelO@_0|>%0VOM1>H66(7rW;IaZRuMnGGnh{-&BmUIpkH zW^91sJu7L*Q^Fh7gCMp-V|45Nu z$R_SND3l_QN==(Rxu0XHR?@v+0i?G zY&Y{uvVM1^XQ(!6vc>0##zEVG!xZq>hT_teonps~2bLBJ7rg50xb%YPyq3#6+Z!i| z*L_DU`(h`3@rzDdKl#s+aZ(@&y4fq`fCJ%jAjytn_;T8V`S?qgs9Jk+@L&Fj_qvmtRbZG^RB)OM0Frk5(f` zFe8{qs?S$0TL%#d4+_9aAP9>vd~143n|qaQ1&_zkm42F|n1nBAZb8N}(D(ffM0Q4+ z%x-6uL4ma5e1dG;eEOUmvE4kSSltL5HDnATS*eDk3Vd%(qY$5^i z-AdRDpYR^DK^cP&G;-vkeI~!j61OF>PI%tC)4%%)Glt#Eirl@kkC!FU3IiEK(0(Fy zlP38TjxZ*tl_TpQi?u@*2v7`Mq1*BKC+=mnJWD{hk~t}~%D z#X4v73tJF|qD$0GhJ@|H#p6o&jNRhGzJFLsb6;GG{L zc#jy@$8mDxFN_&8x!ifbeI`gqXLaiIxG|m;$ZnV0Wk^@&q>I~TVeUu8V>{Cq*#YW? zZs%|P>QdQI65aw)SRp>=6xI=0Oi~&QK4i^0o&M#W66CgkVIwA&49zXRXe0z?a?O7O>Bm_7umI8+~N z^ZA^`uOoW5n!J?<%#FBjOWNM(&xV+N4SDNL2Iij_crUcSF8+4FFAz%YdY(!iTET5{ zsa%0={+tYPoqBF(`-!?08^z9S9qK`#lt|7Ltt&AuLac1TdUH$4BQM{`-rKPQk&#b>vm471LDTzZ{sd$XPCI*$9O0i z(20WL5kMQSt%M)XlOW`XZ(s$w0aE+uUj@>PPz&!@HL}_sXal<1@$d+=0a=R;+#I4{ z3px(evF*1dt#1VS1d1Yb_oIIqvKe{RqqiBz8m-pF-==q!Gq6er(zE3nLWK=j7NmCN zhY1UG%r&VxHow|mR+8;zITJA`lP<<=B zHqzWp2>uLns7GW27d96Inn&{2(Zg7;*jg7qn}2#f`c)xXlh)EmpAq_jk4Nd>EUbWD zn)>O?fVO}oLR%yHZ;k33fozQE`x+XG^YR1CTZRBQGwGj|xcV0$S~+zp@cO=rHQ<@L z{EL&jM71_%))TGP1m~_yTO9<3V{$SGWAD&fh^ym*u z&?97dT96|o3OD-ktVl<$2&Q2r$AiPz&KQ8}t04dB2C9YqPZ~(GXeM@_q&LsS0i!%E z@DY(bg1;kV!R8o6O9MNKItv5I4XL$VCcibP2&go|7?0*Dpf(}ks+(or^Lb9T@S{ea zuePu8p91ph1wIB2VPI6Z3q%<>1-PNEw*kP*(t-Xa+ht}bZo41|XjnxdB{={2W<--z;t68DP10vL^#{&eIwqOBMR4>wv+J-^sGZj2w6-T&T zLxj2id7kS>x?Pj~Z^HWnn4bEPZ`3^X!=5V$)%QQkL8LnMUTX*6RoraDlqB|Oxv?>7 zhu)VIfQ>RaTM$;-;xS522a21gAhx<(V7!^!SZH1|KXj#-)~t*p~lRvBwdlHF;r zY|Uv~Ce5sB{|_V0gg1et!8&b*WMyi3l`%)+!5Y9W&3NHIpwO*(IQdn&-rzrAo=3}Q z!i!9U>p$Quy^0h+6H7J3#58SYS^xhq82=G6P5fi_-@uaa-@sxT|KGqO{olZn_P@Zw z^uNGD_P@X)QJqso+Oiz1B2#a|3p?S3p8QHpeXr3x8P<-cutIoFnO~hr%3AxMy=I6B zum5|vLL|Rl!cpI^VW}TCFaexl7QbN@ywqs?|F8gDw@yRp<0eWK0#g#Mg`?FtZuoyW z%?x1NbT4C0mcI!v7wCkSE1A2Vjd~PQH_S_WZwruDfChj`?Ie~{4!s+c6KInvz)SyA zQ2m&{NBT4*keC1YJaqOZHLK5zm}%gg;Gn{<2G$Fs*_gFDk}X~rj$^vhXe%#hs(f0KGwz`KF}KAIV%GtJ`>ZULo8-)p2EH_%V{|2GKj zJ{jA;LtQ_Dxw+Y>(=?D9g6@F)ee|yZ0T9Fc)r`Ef2i8;$kZ$07T!D2TX{;Xex5JAI z)iXnBSM;%xj}^<3c$x+~Wco!q{fm{ne^q){fd2`^)Jyqm<0m!D@v;H!HPJvn?eB~o z3$ghKac%ks8@m<16uv@acm=W>`NiX(PyZ9GdtW#MYji@SmN{yzL6c4NHHfGQ`D>>o z!ntloG|$B_2*~l%u~bX2^zdIKcQ1eeiUOno%saS1>V~%;8*#OmI@^8+Y+~D zW7_2XX&RWeo5mHV`1B^Xy)L>Op(KHq_2wopG-I+&GCnF-L#mh@}NSW945L z1}#f5hkegXMCVNOGB#DGq5rQRK)Uh%c?GOHNCWdU(wSJBah7mqjvCIHKnG+VtR-aE z*0`0S@5-o^PXSx?KC%YV%jTavfS`Z=p#A%ZrMCo>LhT&tNdA|U48z}!>p*MR1oTI1 zhQtmyhm?<{srnQHKt|KQuMMPsX@K+~0WaH%nHTn6d>DelHCXrHA<8z?2psqBO$p5o{HLp+4PJs|GdxNt+G6uP?qW8!679b0vQ%-qdXea>S| z?mVa6oPADlUiWi>X&_ux!$;e}wjo7r#F*-1Vd^f2&KTFMw zq9?C={t$=7OR7gDd*iI%^Q`2p=J@sR&JQ*0FdyaBp>%u-mL4MwR6-nrLS^Qy2EV_` zZwehZ4lxqh@K(S42Jg2+5_=)on%-Ls;)vQ)dsSD}+`GpxtNi#7VGu;*t%Em6eF#XN z+u8KjnS(?QH*ez;81yW&0SyvWpqO(sT3kbaoy|RGb>KFFqRfvigXCB@)syz`m$S#J zCjT)h#4r5t4oA|A85(wF?`EKf`6H^{fqZqNC`%_MX}wg^vAJh%*xw$<#TW#VLf#8o zJd`M0I5zM{jL#W_FzFbYfYkl5^#sFM-IddEqt-J)zu&Lg59aDGKW>xgfy_iQbaywuJ;WCkwU$ac-2X?6nLzxOgNs&a(h^!3f-xhtP^Gl|S zIbG1AXz7?LFL`E*N`QL|rc3Qf3n=cc)5t_Wy{$1e{sl-v1W4K>6K&)BIl z`j&aTOyMK{l536EDF|B#d4RFx-yXs8x=Lg` zP>Q=ZAmW&~%6js#Ata~pPF;^FGAosBZ=P3kK;q;1VXA0oVHUxShtMyQh=4Hyk6rFk zFo1xTrlw4wlZWFfvb|$Vh|)hw0d&*H_pEFjgr8qC%9hx;SKmMsah1H3s_7J=3Fq4R z(AD$$8n*uZ@do>zGn`PQKT@`KruX{grsrX>wE%eyKHnY{|IR+DFRp?2d2{5{_1mF9GQw+3dytyZO;p1&hR8MRe?lkTf(|}sr~#(_icTUu;w%Z3kCk7 z>|2sQusbVIT{U)W&Hix(DCk|1ALBDEgi56|yYvNc+hmNKJhEW7UaoWD%QZVo*KA%^ zqZvQm$RjFGI$KQi68_ZQQ=^JZ9HL=$!OzbpQD;X_(Pzg5ZZ&bomV+EE)o~}%yxV4* zB5pP_IE-<50E3KMB971JyN&g7oi&_Y08Q zLX3JrH0LKI%icA9xy&RgVvO28<{=*`xf49KdM~QwT$dANKxY*|Ai6m4ch45#7M8Gw zS8x%;I0G-|qrhsnIaC9q;SVAW4wD+7I=7km71vsDt;(bl4}Vj*!*nk9!U0UPx+{Mh6mfO*7W zgg)u${~h&YsNAjBD4LKvGY@QWEofOpgf>TK-GAwUcmxYe=_p4Tt3*&b>Uj`PyE=-h zveR2b*>e$6ijUftO|W#eJ~qU1bZ)`-4^Tveq1H(?2Q3H{2uY zslWlcTr-nV0@l#2{b7ko_2I*oirFXwvSU-naVj;D`8-D&CNqYFt5I4)g}U@7)F3GL z-Svro3!7478NT<|@an>ldM_qr;wF8QA{CGGu?ZDt>lBO&NBUO!3-h(CQ++<>TITW9 z+~C#0U;^M}bu5zPj8Fun5tlvK)HG^i2c4#z7#jPl4oGC&qk+*e4j4wby^#1AxBIo# zEV6!UYRh-qi0{1<98Sc7%cD2!nYico=C|0$>Iefr+5oeY*~i^b+1N3Fmw58mTtlT` zXO^aqDfTqRHQk4wigB|UfDw`Y9OkMv%VeLe-sTq9=Qr==C!UcoKEsJ+kr<2eB6*>t zSHCJ|kp7WLa9K z2YwSS=XT+2n3O|I_=E;E7(!_~4}+Q;?OOZTD^XbLLy1)EAu6C(ZC!UrO9L+7iyo*}eqE}peosI|RzqE>$?bk)iCq0i#mw zsG>U?uEOD)tM~(B5vpaU!nY>{ka99G+27~q*Cq`W!n=;`5Z<0d{K_0ub%WSn)Du3p6N5K z-1hBJp1EEE@sls6)kX2hNdAaa@o3T>zZ|E&W`gq%9R=Ag}pchqruy8JE z*v0^(YCP(`Lt10ngQENi{U${W0z~|+l6Vz=c+`zZf2xIZ(L`Mc;ihVQ+p9Wl|xe*Uq?UUCO!w}Dok&6tCaF2qix~ml)z(I4BL)@~j$D2Xc z*mk+3*QO6?KAV#pxt5rYlG1Y{M{=4kP=Bn|Ka`jeK#qv>3*3x%)-UnR>qJ~eG91DT ztH6&27j-Qyx(@L9o-d?&yuM!PzOKJY9*=S9d=6T=U-0EVmT$b4Jl=Y{c)~_YMD!|F zg-i`oiigm$AztAGEI(6i$VLZ))5pw2je(a$CL?ps_QFI>?lDzr$`WE90z@WSYBvT{ zmc7j@Jqvz};C5#ZyKI(`kt((t=rG}-iC-y?yAWIG3s_t!GmFN1NILq;j#KODT+p`V zR%c`x*7NkV1B706c46tEd=QK z&V?hulVnCqLn1c(a6(?|*p+Wr&*6ggEMq4~IW50Zz7hiZGX+JnK~1qPlX7YK&~X7| zJRY`TkLy-H=`sZ}n>-N4yD+mDnGDgGk&Uu+dWf{f0zre(b^z7XdC$8S4$i^GV*`3; zU{>V76b1JOmX&F*_3Wb4CKB5uGK2o+T_J9aK<>I`Re~X7Ge)WSHa~3>BbK9$h6L7R zj8!pLVzrbeZ(`1ZaZZt` z9Yv%qL0vqmn2r$-%O>{@< zl81ZJh=)h+*3_NmTsr2z9kz<=EblbtSU=hX%}*5#=A=xY*Ugs zJiQ;=0E7?S9Z_XfN+IQ0Q=_||Dl1~Xiy{dUW>x+QSY~6j`X2JF*P4jATA>Kj`&WdGAWs_L=E`sT+&-1@*oUNH4SvO zsAbPre3~eCBvf3(I!nn7@9mU)}AhdetZ(00nZZPyjbs#H(y`k)02KutY}g45BG zNxi8a0R4`O_HY5W|;(!>Y8&#J}bE(64F5Ium-W0*tjIB_PGJ+cV~ z3_DSg4;cRkn%5-z6v)NNNod)%NtCHArnt5kd3sb^jNCx%nF-{vkH&7Na!KhtsuH1Q zTJBc}ni5YVPca<{FAT^dxONRl9M$F`7>7ZP=(mza+cBDXAC2ll^r!H)sq4mT1f-fY zRza68q>C?R%PcH!YznxU7u90eqhzdMLMa_H26^tbd{`&cI(%hqO~A&B8N zEiu!O3wX#qfFVbU$;Us%irhv|U_ww{epVfs@oR5UB7=zM$WDv_J3TC`TNJt8on(Vfvtv$dp;d`Q^kDz$SU_bNEG>GF5&VS!-31GK zVAD+DSNMPd3?h5POd4x-j}|?#NG(#Uwhk~E2Lp00VB@^NaIpd60AOS@C?vk$HNR=_)_DHbN-XrUxzUFkY|mzn&+iw^LeSD zyBp@EmL0=%%Qg*L2Q*tU@Jle zA)L}FCP?3aJOO;ZbKQVE?rU3j4#;_*9JS}*VlDXEhTm}(FCF>hH>?4<#6QpbRVb!q z{2&M9tGK@4SK0GV6kHEGJxULb)tzX7e!(A9hkbUgbz9o-V;h$p_K5@3j|ODz^e{?4 zp+H<{@KcO$tEnhk(KX|kS@c4X_$@sVXfUk9e6*=L7Ks?!Ngx8eW*VH~;U6_p{m?r4A@Vgf-Er zojPm(1E|@wXB4ZW6txg>sfQm>GQ9tFB*S}4Btt9M23LUYaS`tRKr9y%e!clcd=UD(eCytIbYjHlLF1z z%>e>t#3UXo{LHlDB}tYTa$yZ00^ZSJvIk6AMl;D#1LMN`me z0x}lV?Q~k~lgo$@#-O1}7(R>BypKL3$c=VyNdU{RD+M9t>oQjcvG49-J}meNfE@S9 zXnMs*+``>Sxd)YFwWrHHaoJ2MLI*ICgbqGf@^m3RLK{g*8{4J@woU0mds@1Hx~COs zg|VyK5XK+q@`p-6CMpGNNW=xwC~+HUm)Oq)DAPH#FF3T64j_M~kWd%=yQYU8yT zV-00vD>P%vTQ#;q!zW=3GboBNe}{f%kiQVEzMvWV+uO09&~B_Jvp3*n&Ae5R>$X|Z z3)6$SZf}?Zeh`#csL6OqU!^UEA}lW(ApnVp{@-C(wCVQMol($4B0c>~qn)?(OkGQr z({uS>c3LaI3oL}`iI-kx4CsS1FEwt$zxqCs+JmP6 zLX-*u^&j9M^!qvDvN^B|-eeYb?xZK8)j{S?x)3!7nL8%PT+K%us7^sPL}`ZW*Wvn? zfD4oUBcry@^Az)B&Y zgO*LRsH`IOvB)jNiWVkF5Ayo8;`vLk!gHXHBW^As3Z9A*g`fuq%f}SZ=(jp1;F{=u zw_!QUrR6M_*AZM$2VqSx@_j061a(SLfLoNmLwvY|U>J@abP)H2fZ%lMC5k)m;>h>o zc+`iY&`$cN12~`WAQt5T^Cv{TMB-?ogxvuSFLu&-Y>7O?LBtT!E-V{OY`{4Kda%^h zG`tqO2Guma+&oCF`rN8&4pVMm6o*^8x&RxE$j1VBBD(BZ2+)^2NSru`ngT@Y5k-DI zKvZ2SKvZczrtRfINtvbB25nUrbDMaOj@5sx$QQa2V(gJF?&*=PYI+PWJUd9gAMHXQ z-aZ8Fq1+Y+y@61?7x_XLRiup}dEJOV4K6AdQB6EvaA>3w4S>dtUsy{~y8|uCfT%ms zWa$cNDC*JWuS6@O%TGmFc)0-I^005SVoM?4h;XA;NOO8xnDYR2{SNbzqID_iYE?Hp zu!0spMBWG=Sc%Mmm5BLv!i?;O{f>sv`fU1Ejf(urS_%!zOuKgT-$tu_roU+9V)+|Q zvl#8#ucoXyrxTsMAv-K%CUY7duS%NC>9~n7=SXPUN^R~Coxc%m1ko3#Uhj+al*LQr zBUP-B*Ux~^K=vpU<>T4<2>FR&cK9NMdZj1G3UW_U{ty>Wv%pV0+M`2SeB*WOU%U=G zR(vh;E}u_+sa?eemVnoHix%+hwrP=`Ik;#IP?mc^yRzH0z%CJ1)+)x`6W~rCwk7bQ z)GGSi5Hi;{*o9Q-kq@kC&oCQ{(b&~08kg$$!9~LvOcnW}6o|9jg#&Jr*C}tm^D*&r zW+y@QS+AcdB(k(g zTd^o!SAXX#**hY8XICkKYKyTiu`jmNNQ#YODy{uaVU6AfwN0zN z^``!~MN_?Ks;2>CE&G-Anc-IW_JrKLsXZ>zTTouvr!i;FjymQb9%KSB8SoX;w$ZY3 zEJ5WlyQzR~)7z0&@X1y_m(TGLRh*d?RRlKmByN2rL}{14)?7LL-r`%=yocr+Sn{p~)~0#uF+mDj&HJQDBqF@Xhi zuQ_e(H5^w~dQjdMG9hcibeAxQ{<5p&axrt_w7a5H+fAq3R-HmfM!i?8CR%hX6A`Iw zY$m0*SG7!wRqghm@?1d+I*1C1b9;=cPH$m6XMi)A4`mr zGnb@@j!%Q(=C>8(_)h1pQfKOs;sL0(a;X@uq9~IYgdMpeI9@BVTD8a%`fAUlT{rNyemtLsQn(&SP=*$u)1HX^y~eIvLTWj=6qG-IOn;S zBcdQA=LF}iLU(>?gLV;xkK|RcD0YNz5zQN;G@6<{LWR&P)kYH6L@vC~iM-*O$Xl+7 zyy+U!72Yx70~W#ugn8kY-@!z>d^68osu?S9CajOM=yTm#L3JUE zDk$z-2rmL2dw-0ud%0VCX~$^#vAZY%jIGJ+F(CQ#$WbOw!ycG+g?#7F?1!m%3YVDIzYdurXIo{{L+JDK+z_ z_(u6tX8sf}#UG)|;LlB#^`CTUa!MCJJ&}axMQZ7gMDc+hy4ion&s?4@qM0ot4Qzo? zzLGDk{AH2zWvCTjw!aQvM*dm(a&^ZI`_-%1!(#{UXJhBQHPFK4&bSaly^(rG7@-#7 zGqD=TvJQ>ev?znXGIU7M{=t|Slts|xNm@R%D)NcM(O&B9tJ2|>C98^)AmB@!AU4yg z#@A_qxcIn_{G=F%Z?{!Z|1Z_m7|ERuDfZaM6m~CFdRA5`@OMdKAy%blBxM4?xg6}B zVk0IlbJC_5KIb7iB~9}qjz_0w1)_Nr0x;t>_+C`wwfJ5jU{U4IuLzZQg9FCR_RM zqxAPsHR+E|0LU@=`?yt2wnfk3g#~&53A>3OoT3NFP4y0LVv%$3Sk>g6`~VS~lq2N{ z%Eb_!jVQTD6yJs)kug9!(JKQNRor26&u$|>elya3J*P0zHuFe3qN>SuGd4Ei*Q507 zCjNC!Rg;^|uN(2}G5U2Q|9V_ilXsb4d-3Z6{o2dFo>bN3-R9RGeso4vlUuS!_}~O{d3>TTyM0PR&Nz#;9S2FqO6^KuUaW^r6_|a{cpz6_^xlmDHXC_W- z>*9o?EIJdUHFZH+gXftDb>WXpV!G<`gwsPh6PwPu*mTroqyw+KCl`vt;u2CZEp((k zJy1=c{a8HgbX%1r#7>8*EF?CalOsW~>5Lo+i%sX_NMLM?MHU)6Jx9(lA49{o=Gll& zB%lNFZKxBsT6PvyCObTkuS|FjU%BuMVpqFy*9w0)TJxVI;SO#7c>Cfq2|fzPlD_NE z7U{cAvaO*)R$EZs>$C;s-K{MgUL3|Hif^TP0hMFX;0B}EdyHc5HHv+s zQS6(HV&7~Odz(@0+9>weD0bT@cGoC&-zfILDE5L;?4eQYMWfi0)S|qFM`bm>PL1e9 zch?8ay1H&&TUX0#>Vu}Mu8KSBO1Oh>yQ@i`-k{fm*F0d_wFNd`r-$Kku-Yx@Tk%J+ zK0u1O)-}Q!)(1(L>s<3&p*~OwxyH>i{p8~#$n|ZOIwIG$c`k{3(73s-%}<% zH{J1Dy4p0PN|zW?v37J+O*}KCwD!!9YSW$>Qk%7x4XI7q%ZAiO?PWu%S9{rz>Oo=* z9#USzkn-w7s!w~Mb*X7cbvKSEPq*`kYNv5fA5mWOh&tFbqP$ik$}=OXoDCuqcn%q_ z49G>r2RU7iesi`cE4~#9TkfYwip1V!kL@Ks=oKA;en`4{};d-=wv42jo$c)ABG~Y45Iv+go?+e|pE*$AA97!SUMs*#4*J zfPvDscB<6#=V*-p!i#JIyd%lhF2ol3;1D&51#O3usPOTHTiAxliQ$P#+SULdV4oJ;yks$eeUbfK35(ksNf}}S{ z*Fv!uIxgbUos{?tcNF^+d4beLAoMW)+D;4XYD5p;YvZ63(x8mSK2l-v;E01p`Xs{* ze|;DMZ;cP0j)xI;X;%rA;s4|Fsd_x!_i!~Sr$vNEBE*lbF1G(|a~mB(E8=5%_^Egp z3B*Q|5=lvMmkv28YNSJ5q;#PLI>)PRJ_0C!GYL;06di7~;jBF%r_J?QW~rOXeauoQ zU+qMHK_{4Q;Rd#64Q#uj2Da537~uwP&l(uIOasM-vj&EY2};QY?Zh2T{IvLQlOX!u z9opyEWj+RkZx9p9yTlY-Q_M~XA-AKio#+p@0`NWDkv&;Qc3!3fv2v-rui8MH~mo-R78y+qTtIz^gQ-M9b{eh(X{K;AJ6=V0L$(mK1g(Qy-yblBFm1%yI8-;JY`b_^bP3$@t%E@RtT} zY3P6`H-kToZXDA-Y)BF0gBxi-5)N5Pe4KfWB@dtMygEXG?#zZ(sAX(xFLr1QaeNh$ zxglgLDN*t+I;!trbQE>T{NYz)ho&3^K|}Iw&P|sGoB1>d6FYk9BSt$rz{BS#5S!zF ztfmj>-GIjl9l)Cwh7hVEpA|_?hKww{B+x7p$d?NWF#f@4VnZZ+wrUdi$Z(YX#3PZA z+5^@s5_k^AAZw1K%yuLafwoyBB)y@1mR+;BP~pe54`(erbVV&JWi614uT_2snR7rFX}Yj7dywoliG_sdvzxUfe;DnF z(ZnIPT5ydMEA`Vc0eQEKHz4adgVh!_EeARE9=9r9uT_Co^EOpFhKx($uihn#`z4}7 zmQ|M3V!x@Tv%lg0E2BPAZ?x=4;n<2oV-&^2NbqTbalvu$QzCW@Ae93u zFrcC-R{t5M=|xH6W-40wuq&7(|vuaF!EOB4sxAL9&j5Acsn_)dW3-`JX<0UxSgI*NJ(PXS7L2Q{=DL4vtx>5#KBmc zB#Q>+aWaMmDOAEbg4qjW>ZeIdo@@5Q<(9Rcs= zb0CW5VnOq5EICmXQoP5iL?LS!5UCY?>RWq5(lSWCU|g7i{0R8NG{~U9iPSlKO?ml%&S}o5ZoZKi z4)iI>&mNO`5vzj`R@1fUi|^B>IgfeZ*NIYOiujm8w4#U9c}GiK&yxCkTUli*UI>#P zq~q^$GBIRtfF;S2*LDtQm;qJo9$z^t-k1E4^1QlYS6I2w7t56RIz zS|Fd2k((1%HItf=QC(!I8KcAnXRIt+J$L1v3nA*Vx0ESGv82mZmF0?XT_IOYq-lW+ zA!NXrh~-SE#&Patlp8!Kw4%RS2p1hjYHJp*Q5LRIq`xuZbyv2?MTa?An9be3x_Ci@ zdSqqhBnpgK!1h)mQ)$-Au;$!{NY*?Dlho0mqU>m7;aSoAZG7fz#N@x;!^I-(rcw}e zlxQys8BxL%%iP`HT+%4B7QWTOS}491*21@1SPTBuwH6lMgtg!|SquI(YvIbQ1*h3s zNJT6&Yk|(p;6dG5kXk*=bAF?>pzu_^_141E@f))iI<8p@SH)WR4-M7=@!*=ZaLrnH zU2EY#G*}BHHP@_#E3+18#p_L53qfuz1S_qDpl&TJwXhb#x58RjYGExnSJztj%A2qj zoF;3*xn?c2wicRf1)81vmBkZwzp|qL^3h?%2fNHtS#YH3H(n zwORk#tpA4A2uNzK&HArD>%ZB#-p}WHf8|{7*XR1h7IS^!t(fZ(H>dy85 zvT3fD|BKJ{+KPVurZ*~RUM^_fNZI~AwlD$ zRaYu!?j_{R&*f}BlQSk#qolbkX{s($Bxybst}P=_yI#2Vs!CdD`0rg>(h7$E!JCsb z*FaL2mNfqjS(VyUqFrHCI>xGWGApo`Zy!WtgJY~fBpK8~^} z{gwu%fAtJZ|7~ete!juLBpqU6Sa+iYOES7uT%fKZ3{M^8Fn+;5a z2aR1lK_T2i6Vt8QSjc)j%oro)9|uBw4) z#foaSOP&$K#(@w}DR(x>oQCq}ScF2i@~`~Hue|)Lpy4a3g#Jdqao)r?NE1Z6A8+tO zO!UjD+Gn+e>9J>Cw9>wG5##zFQ!D(N9?`KMbHv8c#6zhb#3lA|T?^eZ8I7ANQ!KeF zrmRp=yoPg-`4mPNBZFNxax@{lkb)SIrOZRoW-0~U&6_nAC$YDvZUs_TdvpQ@iP#Yz zjRb4jH(z$~mr<)P3;2?1kkO}HYawydU^JCniUFzayasLHX>W_15?po6NxhIlpS<*F zp-RPMD%I$)k9J-tFx;bs#AmFVK?eZ6NUhHms_8k0^E~3mGZch3fU@acMb7)&&~ao= z^{9Byf`1`Y3jljsR-;#k4SXVk!3RbEsEX=~%Jinq^d{QX*q1i+#Sih@Tp?~pLDvC! z26a560eRZ5V}>#4X9X&@bA5_!F`>F0#QsA!!M)EfN+7!gwvNV_}S3i1Q~l+OI}`z7uO;+NW_-p{bgr zqNv-W?*)bzP6IF86})hm7YB(Kc;~r7>=^m$%w^p-JaGo(E1k@n#ZI}O-%lK_)!?NE z3J4>13}Fuzc$^(5gu6;qi5D53eLk7%k@F0~1cpF9Q-uyo6bzpwcMXK0&KxaNqXVQ~ z&KS*lx)6-Z9M|Ei|Sdy{wF+3)F?>-g-_yQfP7!M=Iue zjj;9_VeMtYoI=lN70gRt=!J>p*Cj5{ZiqTKPNtd;6j(PMD8vpE54Cd~5Dur6V+Ylu zDw2vI6@UbG1{gzX&@o);U=+`E7>(4ya+aZ*^Q_R!v%+egB~B_nSaNfX#)12J+1luj zG7ViaqUEgMLy7u&2{sho5F0`x?qj!;(obu|kcGlZhRhW%gmN5=C>fpSK*>quU~a%S zXv8{$9s{6IYbqmkj3wCkaXs3c*T!9ab5Cb*VNuw$J`58 z?7Mjo_|0nOT&8AF(9qSLS+UhjBRg4+4CsnaZ!$w8V@ROaXB85b)pF@M@QIf!GyMMK=9N13O2>#} z#s~&@Z?jnCBc>rwJB=FJePxlH>qWLurn%3Fd70)u)11T!{mz;sZyxYr{ zlcYs-Hyn^>%+Nk7ztT~goGg#25cHOx)^<-*Yr!&dj&tFiI_Uz zJeAy*#qdc#T1GzxEk=%;e>BG*IV(PLTYOZ`1$Uf3Dy{ga+~T9FGoE=AFLzvy_RwIW zQIjz@&v&prH$tmgwEC8w=|HYF1EtJ)EzNHgx!93dxk2{bGPl}<7DVAHm*=C#? zFFomHOCc=a^WKF})dW-aj9?L*7c3yh1UEK^>%6EEkYl2n)gQHzLZ-c!QC%UmQjrQ2 zsq-rGtjpSEnTphrXLt_ERI%Hv6`z3e(sM2_;nIzOe%9rIvFviYiAblvd)i8${qAWi zns_%v#-&POb>no|9aJ@>4*cvMO<;jKjmMf>HNC^sBO288F~RD3ULc{m_M`LE-Qym2 zd)`~6s!5zAsSA|1f)IQ4s$5LZ1<-R5J(v^KXle*&({M~5)!M8gIRWz?R`CmS(SaW0 zjgDby>||g%ijV()_TC1{it9QPt#j(<*1c7AZ{7Z*p&RK`8OJSIvT>qm2vGt@p+P*X zkz+fK<8fwXz44pTx=r#V9;2l-BZszyUpfvGBMD`&%o|-0k#UB+A+|Ch364mNZ9Ks? za!5jK5|L+|V4FB?Ni!if5>MaWr|Q=I>83%%QRJqVbnExjIs5Fr&;C1mpC~tC)ec1{ z!RsAbIQ2B?eiyugj`C9Hwi(@TO7g%{v@|6f@mY-~U2b}~5r1G^eEvshnRB`I6RsI7 zuSBP)`BQFt^CwO7C(u0V8h>LIsVOub&Y{(g0WDAh1Be42D**#0(qN(!3yzfAqcpWK31#&3|2$>tno(7QvTrQ_3Y~Xaz4{X9OuN`(|4q6`i|I~F8*@R zCgp#)5r6Dfwk4b@vkA~gAt*33p284%#JD_(J|Oo6^SA$JG08MGtsf`K%&yMZjrc&H z67jd!^dwWmJxe#(=j`8^HwSIazA+^-pSxi9Vx!O7Ji-~fz(!~6d9%^=D0tEv>v;&r zoL=npsACpir^r(oBJWFBe2W+!T#vylQ@kkA9kGg6plq2$=g<>;X`lL(UW z8v5*CeA&{g;!myWWqYExx8QA4Y3!iaqly3WmtVH@XRKM;pacyO2__M;PEkgh66uIq ztV3ZI7sdSCLhu2{{g6s_KPTau5^0D6OL`1XhSY|y+?y?n%;Kn|*U^Aaoh@-1kK%aI z*=aFLXOTiN+=NtLRTb*xn~>a#Dq;JR$p9rF!BLI#R-mAhPlKu^K{5G)y++kISqe&w zo9G2s^{tCo$e=J8%GbqCO&vDU{=}uMz6g&LD9S#-Wt0;bL|uA+5bqw!rw zXGqXKXo_rK@EGifxq#W7joActgWYV-)-oY~`CGDBLEog&jDPc1&gw&;43nU}{iDV9 z1LR7HA4EF6W3`3~Tag%!3bQOBHMDckODNE^={C4CnN>ZeNV!8b;(;+2?mkv)3-+6F zdE-T1i}O$oK`bBdv4Vcv&3(*fNv!%NBZNfit~^G1F;wUx{YMGsIi zu)Aou$hCKYE_0>SX%t>3!*&I+Fp1Qd`hHU>buEIgcvfx?sF;0)>!hxkjL%Y;)Z3Bx zi=SBQDm&0S#3n_buZ^2fD1!qRP1H(2`L;L(VqLw0MLL6+bOBzB|b0QBu@%0W-@* z%q+KI=5&x$%$up?zGS%RK%hNb)lhZQYe~J{<-HKd zcPohufy}=sNjg;xZ@S44sv!|RNHw%V-pwIeQ-U)`<#lzD(~nlC6x zmykX2Osj}GYFoHStHQK526pIC=C`(`<))M(smH(>?IoD}yQm;>i6)qoguB*9vJe!6 zsu!q6MJ2{IrS!Ztr+CvbrQ}+T*`19Qp8r=7RqQJ?W)~adLEfHvT{Op;)C`332TJrn zi61EO1My>ToB#lcut<@>owuZ@9L*WDDJ@=s(w1>xxZ;TQQg(+f4L@!$RU1do(6 zduzFVbA%$E_{fwky}2!WbK8}^d7pXlzU)1h zke!lZ#(%r6{T0}m$%d5bb!o}eEHVKxIDs#O&5VFe7v$@R@XI?@#8A!WtSk?A{AUId)iIi ze1*H6udPkop!Gcx<6SMO;+`J7lY+$K$y6?5hM|}12R?37RLuh)x9=QD`B>aL2@5Wj zDy32vcZ|fJegkA^&h`CS7Kd?6NpyS{r~`p-U>hBz1m)8Q zeN%aIU1SCNA0R+JZN(p1(*<9%=zoX=oi&s3`;}SQ$K;w!?4d6s^ByWt+ao;DV{*Go zFCBtHtdBTmKLhss;hAk_U78AbufoLIbT%?p+G#p|Gv(P*y&Ksi&Q2;YOI)j}Un z)Zk|O&{FXlgi#)GS&rVS#LZTjHew*5oVN6oyck%vIah8&xvQuSFLDU#DT<3#woXh2 zI(^CHY`xif%wg#}K~b(_R(?y~Y<*TD&J9za)EO!KB)VKJ!J93ga%mv$|Mmznthj>; zzltr0`i%k=X{Gx99g+-Ms&6D+vL*GjP|g-DaO&Ji^zY#QrAwDCm2hs|_970kW5xmi zk(yBOtUAB3!X8Gbq#TncWwMynE=65f3~X6UnHIJ6FNx`iEhxHp{twPt@iT9=0z4w< zk${pX?}Fh#Z~w!yR($leEGZ$2Y@TqjX_T4jGUPWMz`|-#rRrb24s}h36Dn^yz;+Tk z9@V?i8X5O(eZYlQQPnZ+#Kj1z^bq!ERIz&cJVA-eL|miq_>FW3xITnA=$}*$M2sN? z^#k8Nw36;5{Q-U*)lVAhB2%JD-pK=>q{L@6h!Af4=Rd$1$ZI-mB_~G>Ud~M(B5QRF zz{RXR_BYS~3#SnhmiKe+My}$C%Zp6;EV@b3gU_F66`BcDjW_yHZs)AdM5wA%5CQ`w z-A;0vR^me|(~tn{0Kh0}A(L2AoOx5SpTi!L`yp+Gh)#D1>Rz6Fa!lTudW28-TFNQE zL12WM66sv8!_Qhsh4Nyi+gc%KqphwRm&Z-=;$!#?$K?@|#F&yB$0oTkQp>w5?4~(B z;I5DdD3Rq2@|av)iq+KXtvMS3y*A8n2pLuo0PE z#m^2mP1GRG6V;v=liS=hRSq(xCu+dlSfm`4Hkk3m$!qX4fW+rxa<`i-qp5e1_#8_{ zGOQ8jSWhB*K7~$8s!Fagq6s=5q;oZ}p7*qk%Y80>)o3GyuMv@c!*@omO7Rl9hi72E zE8iJmK~HGs&we*`SY23hZ|W#@CpHSIWeqLBgrhO(Pecgi^zV!eeWxB_Ggc1-kqvC3 z%)5U4OM}Ye78U6|xPl651Ly|iZe7hPj2!fs<2pI&p5LN?y=(&uomejC5eDrJ)w)eJwIy)Ow!+Lk&tgH`wx_6t@mru9#B|9@%;cs9@ zvQHwjJ~5P~lo3CNg_Xt=krQw|s zs)q(@M7jEsxTk@ONUM5D+_UZ;E@VSKfu(mwO4X=TO@rsyNkpIpYHOQSoR;vA1BNT= zdVSzC`5=%mTaEN?9KJzy9rH?|mZDm}_o&*D30N46+`8A8`-p+b~2XfvQYI zsF+QKV*%k~A3dAblfEQ2!YLSQYkd+Bc#z3uWUldw?(tGX>ry9@_#o;h;q%HFNpa(j z2vrkJ$X>)xgsmy96sOe0fP2L$Rd{A(wgy4wwXDJ748hdhJsGo2 zMUUR)6Cip|fEDBxfl!UY?EG34>48QXt&c>AO@i%+5i>REeSbtEP+$f6VkUa&)A`Zy z{OE9gbRa(>4XC7}?A^IF~dmI8-s1Lf-1ChP42e zqB`yxNdbAmkvt@?>g)%_#_dAm&RmU`x$(-}jh6z|r~35qPvzuFI{;7PeE%wN0DMoM z&(6*L?MK`1@6OIuUDfo(ytO)5Z_cDq@*wq8#2fMCm^^_&mG6v9O7a~p6;RK*dk#U> zi|>fYM5q?$*Uvj@kS8n^cLE4JizGep6EhAigU%XSB@XA^K|2HaQ_mZrp2B4)VfJ=6 zt3A&$P+o{Wn*fq6X+a>D9j%Lko|+n_;uoo@N54LD>8&H?twZK5u1(VMmfw2Iqqm+k zZyn&bK#k^=(7a-`UcnYX2=1)Bot7k%T4p7;;RiQfz_Q++Lt?Qi>)oGft&l<=$j|80 z1NuO&n$U$%A8xhN}Wj`o9J|*c+4Y zNlR>I^I#Iw&SuJ8|8}HK8k6q?#~U1zch$=lcNZ_iDTyu6%S}iu7r~=Jmd%zN{VT5_ zFENdk_cJZy7*&MppMBvO3)uilu!t%$@TFNuZ2XasBQ*wiPr)$iFT_u*#7+w~byP5X zhvkH_KI3JPU&|Yu=l^&q1OBnnT)>|p=$)OaPToJ;;Y+*pxM-JYt^8phNzE9OZ=~tDx(gAfQpq}`u693MkD}lrDLBQcm zsTDiVm~{eZczBRoJ~YU1d2$f_Ip$`LJxRt{$&Niq9+NUHGZn^$+yhvq2h03mnID9T zxPk4V?7te9rw5fwo3R0tvOfC{U$No?8{z1PzqW{Nr;ZstKO-@EeeU7YmVP6HSs!@+ zSAeYt%wha|NOrPph8s*TpEWe31nDs2AMmZ9b`bA0p1SN{0=tarxPxsQ-^cd(+3ApMg&#Cu@NDa^!Vki5b6ZxcTeIY6MH zad`sYeWE-r&zH=>SsW}Im#57yF{wA@DEmAR`y3z7;P?z5?*m$&;^QWcPw?@Hp$2oe z+uRlM$;Hak-ncw~-;0lc@fmsnkw)Y4Aa0x)LXbF72QxfWWBf#)TB`c+NnVRSqb5NNpXh(H90A@gLvNy2*91E)KfN5462SMUB+w zYC1k|?F!9Ta;?xp69#;PN!7k_L6Fj^^j^@mTH`Csm4_f zq#8sn*(}vKxm4q@I9L>F4h%6$>>ow`HmOD^}N6!jjp~ma`QPcJpH;ede*#mVUi?_ykVQ?L2M8 z`(9@SdKZq!%z$@KJ$yP>BP;q?cE&s7@_U}%u?R*iqAfkc9s*BKEpG5^7+nP(y>s5#Lxc#Yaqop-_Da$5dn$6GOI@j|EkjOg+5Ar-a zx4+tmzp>mPaj|zh250+R`?!LaF)(W$1H+e&EQas&w@0ME)qU@4EWJaTD8#G%qncSM zd8n+kqAI$7UFwWbG8jas*f2)H9gQLmRD*q|;LKDzL@Fkt5hScyf->)0xU7H@ZxmMi zjp#=Na78u}WV4c!sf5{PNvp9h_GoMg8e2@+dAKpEm9E5%(t2biCC_rWJ;$`Sm?Cd) zNlWa^cOW8)8|AHOsN{{PGB}dZ6Dw1nYqmKf&{Qahwpy}X*OjhA*pFBoA#JDC!B6+- z;4nJ4h${JU2V1fBNT2-p4mXJ6OW zjjW6MbP1)Ns4H=;8X+B%Q+Rbv>(#``gk3L{ctKi12HH(zNak3I6?EF0td#xI96ccz z^tj^%?aes0B;Pv1p!6+}oqevb$nHXNnA)h}yBkK<_Um$|psMNEtEG2}1_yr;%2h^E zCwHpCn@H^}X9pH6P{*y-mMu66k-u=QvUO=(?m(++CVA%KFAcCE_<1U=EaJUCh=O^o zqHk=NqC#y_RYuI!DR{)?3b`9?A*vR?&EG>!IBFin;NGlk{e{;fti}d)?xMId?A1i9 z3{|IG!?lT1%kWg*M23Swf$ppf=g8cJ;kiWsP|!{Wx3%DDwnm6LS%)Eg ztl=03#E=JVxu%NEViN3DLP&z<4v_meELYx!IN+qby6_#bOiEleOn`c_}++k^(Vn48bPOQM*Sn3c>#>sp#AcF1ACgm*8 z!Wk_5#Thvx3=S0L!c4;=L*&@kAOG6B0POf1t5SPrR9x}Z3i|?@0svN8mW5fjK>oH0 zSIX_Ci14)JBBR@63&xj&>v@LdxlXvAn;ouw|9s$zMIs4lY2aOLwr(EXts$A-GF4PB;uc{eD9A# zkWrTIo7C^!5Lrw3oKikpOL(RT!amQ4$`)R74FSXt{E)J5lp)8(_#Y=58DexjUE5$1 zEC;5IvT4K3R--}#4)#%vN$cZDEl|!xWZQ6K!@+jRQZ<$ct4iEtSsz#7!#f{Q(IXF~ z!9`0?ZB-bQ^{Jm7p@SE1``07dQh^Ho)d*r%1f0C0Rizklsq+EiAI%Cx=b8a=xE+Wl zxM=uFfXJS`RvQBh$2fzdY{5|!;CQoTeWD0Q0gzF*4H&on_`mKAK6`%PJKjT%mJEtF zGbC#v#-ykwX)~8X=jf3zG8h)z zP8rO;!B#A6w#&4gvQ&4+5Q)MHl%y!Y;IUV_;`Z%pqqvdI_TVd1XCqbZu?1D_m8Yux z>Vm4apsFpXY745`f~vNlsx7E$|IAgjqL%jHf|hnQT3S&-d+?vFg7(}iRY7~MTS5Eg zB2hsQ=$Zz_fD%K1EQ=$DipQu1RbI)XGldaLV~Y5}ek{H1(4S@{V7Q1&BG`$16SD*- za~|K+ps?iOM*NWd9quIsVp-T6 zK;td(7cgF%HYJ-8%hrfX=%(EoaVZwxN9d-!R!i-(+A&Oh18^l# zw{@IMII(Tpwrx&q`^L6y+n(6AZQD*JdHKHoe^syQcAa%j_pZ~`UAKGp*?X^*`y)Jj zC&FcAA76_)tUhj5=i~_R3r2Tc!!{p))^#{x6hmn{!!ag8v@)T_^o>+Z86YW+`Fk5m zmwe5bNC-#wqa~P*?(SI`^FtaVpx@X)PE;S1Ce~!aOxLZkKKU>5@9f1Kn#W>$>C-4; zNB-uN)V-GBH@8U2I@auxj}gp3I;8vfHf+)sQyb^2xADg89oo?k`$&V4$A!I}VAY~F z`9*b>ncbArv~^cc6vA=hbV}H$M3KWL4xbgUxUEQ9JpZn)3OAZ z_Z*z}twB67dJ(u3w*CS-{kUfEAbs6dlac0Ak$HeVEZK*BhKp8m)U{51B4oiA3q6vl zNCIcdX&Bzn73~M2$cKGvH4ywHsrk;ZX@Elm0FjoaVNSbaNjuYH!Yie2^mu#SM#Gqz z`=UB;dwsDQPs149gPN;ul0nVbG_<}t7q(KSKN?w*!wbbti97o7)i&!V{N+V`L>n|T1xB(CjtO`4@=QLE zW3Tjy#-DAH!#6~j{N$LvKWr}~2lR21{DfnJJ>NAsB1Y)pV$Q##w*t*0+)1?DNleMH z<^)+d@xnF3#EeCVxqkK{MxO?YlOT*}oLE2xGKhmVtxYf5!6f1OPW(891-KST`*?`c zS<;}zQDFCMNmC)DF$hamWT~2cW+|(;!(ktaQ`H;z3&#eOl?``wt(OM%;CGQ{0ih-x za~dV0=XqSQA~o>$b?)@#F3RZOq^#Q&S&JTpb*9Pkn=*V3?T5&Dz8SSIHJUeDcp?d0 zHuK@y0^G!zt>dIciH!+iEE1_9MO@!9#*|zh=lPIt`cJ|L*D8C$cfNXy36RE-ZQ*EE z)PEI}TyGuLB4bmvDKvAko0I2~F8f9%Xp@pe6&qlak`iCY;KLK_?J$#^o2rd7TQ48? z4|)k&J(7UN0rqhKv6X52y@l*n0w_4LGGpURWUAi76^BiysNApnPAN{TxHMY@sFs^AYN#+1=N$zNR3(tvEmTXMA z6|6t=)z{+isisx+v4v-RT2jo^u*CbQqqK z4*@n!7*y6x8`^B^7Dk0z>2Oahu~#U=YB(p927cNY26KrFTNABP_*sal^>h3FlVaR% z%ueg(ZRrHLM}T$nE&u?jdxRib50~IcPmtj04=MresuQ*K3~fE{iizj7b6;ZJmPUVR zZGYk}D(xQkq>K$aGi$c?4@IBaC6#u4n`62TWQ$r|kTN#vg4kHo-rv874Wyeroy>$s z2A@%Z*Z6Da{eZY|QbDp50g7KW(JKb<8sBqOb*?p-RjS-sDU4N1sC^!-UD1jmPq#;1 z@anJ^l}_@L!21WhgOq@3{fR6XHAL=LqXn9Q4;Wr|6 z2s)Xwq?*8H=%4+P6cVnAY~nT31#*2kF9}x{Qayw1kK__54_Mk*h|u~h8Vb|K8Cl-k zxs*7Gh@qIiY6^-chKV$jNlxq?n8_Z8n z5Ka(+xiU=$ucSR4Hbez;i}OIhl+&2k;L)zz z`4RC}&7h<4Sla?62f&AvVHlf;jtG)9d3ub!FK2fcoSAH_^Hi!w#Nq)8ct;5KD(+^F z?NQ$Zn63b2qe;hbnDPj$O#!RP;VB8?kmQWSC3%HmI{ykFcd~|Ak_5;3M`~Z)nC%hy ztmb`kHLxh9@lr7TRIm>MZ=*(N?Op(nEgS>B}hUf*(HopXY%+)x_*m^a7Z?#pP+MK{BF6L&n} zA{Y_nEKZrUlBOQf9tySroKO-&J$7T)7e5&*<5ciTe*j3yL)Spp_Cv#qHHmDZj*!Zx zKgif`4qVzq3Gnhth-Gmf3^e9%(F!#QAk$1NM3PcH5vG#Dkr|@m;6m$5kKF!h7&&2l zexK!t+$FS|Yd-HEI-z1A?=NYyhx24o?{{gyK{i3>>kuA67Qd}c4-OP>pf-;mY&cD# zB(ZU>PO!!cxQHJcG)FR_PuYynKbYEHYunnI{cu}JSg_e5DLf{b$okvz+)H4g z8n8+4f}TAO);j(-RbBtP9w5k8odvooWDUOGodq!urtQHUA6H8__y+gyP<>{ff<;_L z9{sLwr)ELUHU4R#*r#0re)OL+_ea~mvlgHBAx#%q$Tvl0rym-|tR~lm2Gt{zi9!%o zJheP3VVdGcaJo|ZGX0?kWh!#x>cYh&C5-7O$V52|rhlbS`LcwY0#g?qgti%gkjeWSjR(Nbr* zKI3!isPXYY29W!rrin*3MF>=jI;GSI&N8MKBI;;h58(s&s`fH7AorBVH~Pajt+_U6 zw`t)Mkn=3{OPr*bxJdptN+RM@L~`H3(0sHpLwK+H>a{wC z{XYYgQ4G6T&tJ8>UQ({zd<^hvnwCwA0d4alsnl@L$D4F4jDOHG80c6W0O%Q~uK82v zf3NPDO84kX#k&4f2Z+xTd`%*u@;r_T-Y8+rK9bFZFU zEYJomaAabKFYGP2ba=JfUjJtxj3=vPcfsXe&H*wS6z*44mermB_N%>?x(k5+td?Hz zs{dR~Eav^-Y?s`wBk5lwoPY1oYv;py#@L<(aE*BtKNY^*khK*8_KsrB9~Fw&{3ci!@z)@TTq`gpc34Q*-Rteq0w9 zRbHq?{f9f#&%O*S_xdS=BfT@vXZ2; zCfVlrxwxq{I$36wF1uXavhj{7h#8T*1GWx-I4t+fWO>7}pZD8}1HVKRAiMdG4jCc_ zt6aJL!^T@>c@%%9eQ=Rm0ng!z@8)CM@PNbxF6y?G1g2A9pzG`(ec+i;8Eniuvm%I2NvoIktSVb6nRJ(3tbF zamtV2-fhCBM0W`NfQt*Ey=_7TBcKXeV3S;PjIbG{^5agk?)=;3^z%KQ}Pbt+fo_e%2{TTRI7$X;5qWz%B|ErtKcZHIJtJ%h$xn zT^DRpnR#)%&xqph(BfGBM^x&s7P8pc1~I8%#Q5}o3^nq!CAty_ohfCR3MjeFkM(w5 zYY~5AjllI_qt$x*+MtHoNRb-3-vKbc*1%~*@@r(t3RQxzp@`f$?*8;ha=!D7!Y@HQ zQ8vBy*S!VIo@o8ikm~kttqy)DK>S`qpcKcChpW&Is8~Y3XN%Egr5P3hU0{drCiRde%3@lZr<=#rV^h=faZiGdXb@zTGTN}Wo zJ`Y-Iy{L&;#A8_1ke@P$J`9KF0WQ}Y8}Q({AkJ(xYpBFYr)LOvxu9EfF#Tzbz=nR?;J1-A}O#Y9bonnjPD3#3JW z%^#y6ud(AM4@w-6rSg}_Hkj#=@@X%H5%d0uF-Q3X!gIX)in^!y$7T2^?Y{5v20|~n z+Ti2*H;Vu78pikj%FRcALtE^z#?EJL-urH4r2Lg3)|6&~_Rp>ZkGFUjY7a~7h_Pk* zK;f*ygMbI5*i3lX<$>8LAs3IXJJeZN^m3_KWeYh@gKlBeZh_i9j5saP@@x_nOSlNl zMvE>t!_c9V0CLds{OpLa%+b-vVde#$YUl{)%^;(c@Z8$Q1s&-MzX@{<1vg(C8?J!3 zjq2Lqb09l;U|Es~DpVO+XY5stR9T^gf$vSm)CsPV_H=u*@{A9^^ zeK@?xg(I0k!NgYonnJwtH^DxAH*KY>NKL-f?;wZY%YewL9Eh+{;_K5!*TB+ljZ-{k z;pWyOXaH6t$;jO=@!YTD)Twz86ANxS@8f2a2#}sW!prfr5;w+LlnkLmd03c#>)k zTnh?~L{G!f9-+Cb3@25qQfk-@pm6I@Xf+}@^(nRLXqut}YU(O$*~ttckCO|Vf=@4Y zF~munq7GUg%c0YmaL^1XdZ)&~u*d0z_Yu+DN7;5U6JTj*7Zc*%z>R(0mnAC^bH4?T zF~yDP^v{S>$~9#T+mPgeR z_qUA42*eL)aNq58qCRLqT4|aD$Ei}}&#-2nMTY%uCfUWW`tP?{NsWj z#MymBW!&6#W{Ki$ScS+$=bP@PCojP8KZm;p^ zM`^L3DGMS6JVL@BGB*mQA=zlifWjbJq8J{o)XYg{mBRQc5k8qry-m~xK-|3F`9Wo$7nq>&}^Dl7b0<^u15N$#N8j8z-NpG}8 zxYTdoeFZ5{k}4pTwO&MdkP>!ni4kOFaK)c!PW&NR$SOvrZps+zxCq6MjC27vZcu+(*BcL7dqdubaH9%6kuZJyzB8-E7bsaLrP9{e1;NRf{MBK9hQkts-&q zL?zc5wxdSvA_&|5E`RfK9eb$rr24%#0t9T)^)ff3&FV}f1lD14iV&&fQ*8RX^Et7J zl^GTDJuCejct&}zDd@KSGGxxlpsZi;xCqL*0q^rlfme6-n(tMail4dCHJ$|zj24J1 z&1B_Objdf;B$lYMCB^ylY9u-g|Ds;UJkka~+)Lu@2wWf63ui-I=3 z-1ZksKjW@p6J#*;Xv~?tie?g5cB-mH->99@{q3ER+H$My&df125tPJ<^ox>L8K)%2 zud5M`&1qCv9c!!RWMx$qy&?~Vve1c{XToHops;8{#Q!+^74hWg&bs%hCI^$d6(wPS z08*X{c+4tRrx5R{&zIkIUlE^n_?1f|Wed<^gz7g)qgIAgk&y6(xuor-kWVi6+2e{> zvL~}U&PFc0INKEOYEPm9M|eQ3&=)r@?0^0KhmNy?ZgymhNs;W5v~CCx=6}nb(Y%XC zeH5iCIbu!v7eH!Mfo_tSH=KOynR+dfY$9`s7_ros5-t5brNy6h-0bfx6m z#n}DeQ9Gl5iJ~bYCYd@mAGpO2(PuhAeAhUC83}#fImc{LBXD&-Cktn20~JM&*%IO` z${``8!)4W!KaTq;JKdarx%_@n-s2HtXE>EY2G66O**SX z3Ps&Ffz!o*a_VhQ^1U9t)6;NQc)W^pK)-+&WV?)#w(R6k6UUuO!gZKt#7@sFXC@nI z2fd$}4BxGJm?iKhLguHKwD<@P#fMDN6m&>d$;J7&loX6n7m=72TP&i4)CUZNi`Ekk zac`%S^~oHqIgI~d0WHzYay4`UsU@m zWTlU_ldfiOD$uHxDlOY8X}v8Z(+RGZ(Iq)hK<4x(1#`4Gb&z-5z(;Y<8@gK&(dD79 z7L#~!i70pj>8GTmvH`J|j@n+bwLnULTSfpSOw)2eYugM2@ucn7G$u5-95+|V*yrcI zZ&Mbr6S!0akAhN~fTY~mfiWe(SX~NFM5P2Egf~KR=-^S*DrurEgjY(dkT8G8F`jM~ zkje71XnKhQi|<47WsS?XxWtWc^6Sl*nlP7w>@ZV41d)7(VSh5gpop39k6B1OkAUMe zEHRP1TIgqF@S$V@GvN-utDkYzz9}^b;?9JL}&f^-xxvOVn0UjbSZ><9Ed55u4uM1}}av+~p_FGy$ymQdm6$(AQcLpuS z%X8cE6y}E8a%c(_m~N*uh^}u8R<`MuZ}s(GK2%M2OG<)$8?iTu55xaqV&GQPSDj=dSjqUm;6y#5FA-^Dtvb5rSHkRiTvN|41n5*!%^n8h&5;@yXAN z88@5}6iKNjy}qgJi;u}(V3X}aqm4MU~spah8-`iQ?o^>h+Mj7ywd(@mt7Oq2%Lnc3zvt6Sqg1cSuL?6$RnKm!C+dg2TTBf_DPIsf6_ zd&$|^TmF1c+ab5Ce#1R}3*K=2HH|uRPce0Ge?k*W=K72@({P?~q)x;IM1Ho_9ipVX~wN>l#Qj=!EfbO-*)vi6+^tf`$^tHNfgFE5>TfzDlCAVI? zD9~6%NXMc*>?MM}z^@37;u5}wg3UID1U_{xA@oobkBPRU8cYDTdAIr2(6RnTS)!DyLwo6!JWTD^uv>_9U^*ut{OKw zq*{!+T1>iR4(aXNywRgo@{MaVX?&~*mV{7Vg-C_8{))9i#{NJ@?rt(#lf;~QQl_^n z;Fjr_BZ-nNi{wT@!apMp&pJcv{3LVE2w(iKvX^D$h)?B6!O}s)S$&cI^kR<0#o@EM ziE+%@yn-t*&W+3jb|G}kc8*9RtDY^ZPqu}ZfMOvi)%o11r;?|UNae+#iwzR-VtL6J?;eWRckoa6xUXYBFSAJ(uqT0BZgPzZ4y&46!bI9L z`#~Z3^b7L44SqU#s2Ev3+ZudioJKE{o+Sr>2!Z96?YJ@J!}iwc>^wTi2f^*lDm`Aa zUY)glZHYo)me=?kw+XRk)Q`$>IM$*g6DH%BL)<;tor)-}Ci>D6(LgxG`|Od%pnagD zcG1p?++cp}8$~bCeHmHDLDCCQTX?9>#t;!sMNp57UunS3Lz6%?@^OoOx!z=(Aijf0S zWpmGHJArhuOm{O}HsCP@GLgbOHo{vAuIySm<4OEhk+$ry&}~C?)kE+NJ$>8si5DEZ z>}@$IeCbFr*G1J-kx%6a7zVgj`6{Xs7v&W5sY8m!FPRif4DqxIAHzpmQu^W}WXmtt z`;j+-MbvD6XHBc!9){eg@03NTd_Rq(274ahP0k9{0vV1AYl$ypiG6?&3=qJ1y{B;m(5V{t9q<#bDG+@R zJ?4|skOqylOxdZ*CA)KwHjOd(U+8z`^4gfQi71(Tc5U|N{R*21jn9PbA@k4dkL_4$>x$N35t(Rp4QVkZfU{X?4X~K@JY(ugp?j`YZ?zKUaZek=|s5!wQF1&Z3vWXERye z&hRyHQ%W?0kg6apLKn(kVuskALd81O#QBYq{k&awrd6=u(CWuZy6}I(x2jQ zet5bauTk{G$LTg@Wqbh$d5!e#92SR|Wo1UUKI=TkmqeLm8A8;Ew{5-1R6aR_vLc7g zXF;!kt)%rQ%?c8dd^DTs-S3^8SgQb|Ih^h3(}$wkL(Dc(Y&tD=ooF<`Iv%FH2%A{T z#f{AO17h=V#9fj*Pjx)H`0)v`r@5q+F{)3G4n}&d;px-cs26jCizv>+6de+lWw}uq zU;l-)G3zdv9avv7Y+sHrZMoEbWy1Yq#5D}369bu`)lwQ>i~uoK#_ za!S~#ZNLnDqeglSO`~&_w@8#iT#{V?tV&gdLM{ZjTajU`ol5b|4KdgbD?QXaCMY`;6M^@yHl zIn`yeIL{`Rc4>m+^Q2_&f~aJfQ=BNgTDe-DcFbFYQ61Jq07*KT&hZ`PsDP0 zO&l!n%q+K!kA_}#ECEiZkfeGK+QuZvo!UZqO|aru2Eq?rYohY{pd=%REBXi!)eb>h zsdrV`+)mhK4<`egH5sd7II9o!rrG8yDhAcV)AJ`Gb@~gG+2(|NtL(X@%rG8R;C3~? zn)(WdS1Luw+2-x=8dOwrzh5mht%8*!%FJCM?cosOg%;T7x)4D1m`2$nKQ-u^wi|aX z1k&!ZFAsH<2ab^yg2(NdYr|xwL~e{U`m<$~j-7UKgo;<-;g*OC@NQw~Q zRKi3V;7IWii531q>VAX%zB&>?u;G4$iu)=5Gzk%(14J}}L}r1*?TPMHfh52%NrXZ~ z7+^?1P|5TCMaqG~6Te&I${0vG0sBE)Fi5V5NN??`V=L8;23u5a)!NC|E|rrPY9>VY zFmbK!m=f;1gmZnsrlBI?gnKg}zs#pmk96TkK5>weK}e)@<8C_$6%8d`krms3!vF1D z2Mwx+dI;}V4dpQi0OVWdvGZPGlNx>5uoZ|Pq>}yj@5QrlC`h$#v;`bIfrn^8hR%Q@ zB5~p1!Ffys955-SX#^ZpC>`Jws6>U{a)3$o^MYVeLizXgwDW@05t8zNl5A#vFwVbA zYk_!J6we$1#4bOg2!VR$yjEBgIx)DsRUAGY6YxPG|C)YTW;=+pMb>1P@}MonORS^8*~?? z^+BLt$k-+@B^3u34Pt-$@80zep#xGgLXD@20M!G2>OVH;qqiT#1W)^!-SVJH=t|;r zMKL-OxNnwnxR^daBegs(#tcz+saXKg7&>!ACriYcpGLi0)XPOMGEF;j^*InmYcK$< zK2Ma!9PtNMDnz=w3P!rWX$?01bWzO_XY@R2_t)Mm5PiM74(wcR+;*sa3e6&QlQBEgW$4=c%H&$|V|HUjiE?41p1FklDGQGT; zD}3B%*5^AQeNG{B+;^&}yi|fMZ`m$vh&?kTU2N3AaEfs&KL4^uKbQ2a`#vPTzK~bG zR49n9f)o=4V~>AU|LfU)Zv69B==;5SbEEq)C`_HP(8EyI-sV>Q%Ae!?yts}(vX}NR zW~P|`#fd}bu5`QQWapuh;}d~?_{rlRf*O1Hbz_U%S7>R=ruTuHul3D(t*`Sjq*dtq z?Wyjauh#twe;rO}AVL=4ZdKg}Iuya~!MV{mv&3mHp(;EP+iWr?plQh3fB*$DovW z-C!;`x1*M_h$V5RWY$wwwZA}yJGA^?U{LkabMQ|*eExk1&wTgv{CWCx7o6#dfS2g?HkzFC(a@b8a{ zPke8=Ms_TJ&erMlZRbpT_Mui~h8#Q=$pj)-=3@iZ%ls+HE(=9q`RT*1(Pv$AVO~3c zx7s+vqNreGo-LYnwF6Sh{lP(LNQxDf$G5QE>y$kH``~$(m9N%k zX}s+ApMy3d{LizkKOJ*g3!5FT2UGYs-dj{35{-HE{M~=c1IQBiScS=z1-}iNEiERe z`tt%tZjGgBRr)4wyq9N}p0-cN5b$i-US=sIEM`W4x0HJ9EYB+iIxg3=-y%INXpV1= zVu`Iz&xh+FR}-Jw!wC;PeDeZ$V=KRYk`H$ic-uIUr0+M5ij$#d*{c#J$%-#|fd9>w@ZX9Ou3tEw!F|x$JqA zz^HeiB(DF!)zg0Ot#;S%Vj%T0I^O(Er;tsxtF5${CZW5-4Pi5XYUGV<@v5Za zdTU`4+uZSOue_WU&K1!v%(!F&Evw=C5zDC~2Vp|ch5kcLyZtf8Z>tLQ&{Qd{8MQuh`^6{WeXMG&T!Fj5mekU@>s zt}w6KZ&R6j#VRZK&wr@G{7*^5^nbxtS;4=p3JTzOmARiwiW<$V%FwC(Q=^cmGzsBnvK{CIp?_zopLs z6!r5aUimhV53${UTgr~`nms}K^fk=I%$Qml{M)-2Hrb^RHkHC~O>^=*xHO~sV97?y zJg?Y)agpwssD-zVwgo z6E?Tn&nsf;blU{``(Pw5^=mLT$NX#Kl-=R=;e0Ch>vPcV;C3E#S$Kl&lMtR5IdyZ> z%8&n{;8*P5zeURzSLr7^ksLOtY%f$7PtP&mZ+aX8FGVODa$4jH%%eGL!d#~Tbew2 z)A`bT6==?5m22bJ_FbS>>7+O6eWCec%VRGqJkJv|)jsIsB_^f0T!wo*8XptB^~Se5 z6@Pf=qyCzVuf$h-YKs?D4{r1~)h)2NcmC#*=3E2}oGvbY;TNhMq%#GBqX*iIA-=d@ z;M{1wfx6Y&8IF_%;}*U#uP)g+WP|6|D2PKl;ZnYT&BnWW^_)xW1;jYJke&>v|CT6J zhm`30Y5%E%OAr=_tq6!$+{<5`TNSyTNi@rdpV!3WO{t4lVBu0;FUKnk2Dud7{`ftG z&~0Y(VJ<}!3-JXhF(~Ecbhwo55M1*UkcO!-Dih8{Z=m(k|7!&mRz%zkjL4;wbS5!p z;!<>abSlw2aUrqS=~A?MD)A7i_G81$rPQn~9^jwlQk0gj+A+*EUudbvHNQhA)?WCs z{z88$(Re12>v{Ea=0{&GIyMIU+B?XSx=-F5(e=~~y37@o9?C>@8Nv{T~1@cKf$!RSR%kndx%XJD`8A9`DWoQpf~FoDsd8oQG9*^En<%n+-- zH-~F0l>F@qC?ANez3@^#w7W)+UR;?rwIzXTYSgqt9z3@8)-Ysy2583@7(H)G$CPAdwA=CKql8?>OdOQRkI3N1O5vR;t|`>;z4b4sc^RaQH?xZ(VeRI> z-0gf8odx8&7!*7#_+XEoRXeR|8>YC4Y;Y^x4EY@_`{6Qg-qQ?Bm8^-cPm5v6D!pww z#^&cT3G;>T+_&-=g!l+4y}e0#v*Ghbkme+hlVu-;H4EjWcsY=DaFD8vIw`$TY2EmV z{>t=oR4bwLkyoab(#}nR`$v+o)fV9A0ik8sTHXgvY(qf|_qCXo6;BEGoCSEvvOXQm&zkoiI282?8~@&>5yLAAv~4u>^=Aq00nAF9&kK%(wEA z#Y)Gqn`_wa(GHIo?^FHR&{iqBqD_?4l;qtM@S*bFw&?v+TY44Z%0?bIzC7azXHPJR zLkCBxZI>8bgmBx-Zv77b{?fS!zw+vOD+o#H(pGr-OqXhAS~_vUt)qpRkdWUYwV%(4 zn?Y8WKpATpraj&#ba`Yl-E3zW9%u*f__oV!Quv-H7EvViKK=eMYF7X;Y7q+8+9ym# zDwWDr0c0zfvQ$S;L?+0GEPOct1S_N5aqY9JTw3xDgrLoQAPJE zZShK+YVw@x7WM{e+VnpqkrU&~zJIV%$tT9uKo9Ok(n$tSNJ$2nDm~=`3Re&Afqee< z+%^r#K#c0xMok2^@~GM}Kt}R|aOIFiWYPU~s4TyS_Jr=Ojh?V+X;A%c&1ztNGY1F* zDp2^D0tDf2H4Zd6X!*>I$~f$?@528YOirhHnYBy2Amg6H_y}{B!DYJjwF!262J;?3 zj<>CONHa|;B_sb3h9MOvK>PF?Ga};?`0wbV;+eOLsQxS`iru}xBBL@Nlcp1#M~!vB z)&MP91XF+vT~%)olPh@d{$=K~FN+OsgYl`fiX1*lVv+W<;Ic}ycY$Oua!&>aCopsK zLkAUjD#UX6^ki*3{(WoO*~B)HA#6PfvzUi9UkV5=FH~N_saMrig&SY+%64icUSLBe zH9D4`3-e@~YC0VBt;^|i2Uc0;r<-Z3?&iL;qs{07U)iO+<19^_xte&*f{E{Cy_^Q_ zkmikRj+Ot-*sn5YsAOhBR*`IgL{*8=FM<<3`wL_rTO^tE=+p^4R}8Sx3#}3cWQ}XP zPoFQ$!RYnMB0~e1k<+z4=q*q*PAE6>_+0>515d7uUWJ5^n_z8841u{nE}0%i6zH5T zXt+G{9z8g6nHq*Y93m)23!%B9w!b=j>Nq#1L4s6legdaV7?RBOv(&-^rg$c5Kcc$Op z)XM`^_uu+OITdp#m!_ob7>=%>y?}bbI7naq4zrK&l1gp@Z9rn@;FNp0nFL+HN_mcA zD#Ce$*5XkmMJb(~PRBp*QqcQean!0VQnr%64)ndTMUTaonfXqYZt7RSE6 zebx%f26zp3=Tr?~jZ@qm?+i6S3jITUW1bZh5%=&M-Kxkw{}-bPV_6FOzM0){v?=(~ zkFRJ7*iv&`VL39U%3l%a0VaF3kknqEE4-uE3q`a}q+p|4*>#t)tk1C?Kr?0zw_0$_ zI?jr4f}!J+Yq}{CN`5>o5wnb)Kn4-pcL3n@{9c*5QOuXJe#W;cLd9iINXY((s$!Yt z>sD71LSTXAQinoZ)1#rio?!4`$_RQ@+%=dj;vuz*GYXIR{>Ypq*RUqK9&$8vyo=vZ z&68%JkX)?Hg;;P5CpdG%{zrvigps;IIzZtvLZYf*Kd;XO_jEc_D&W`?|87LUEijw8 zd0HhX>INn3!SdCW?96+YHt}K9WEy2_Nie|k8y^1yJ-%C%`wntP zss@aAUBcWc4kyt;iuis_`;h%HIJDbzsHY*p*02(0_qq})?=D%3(8xKoXSV==Pwbi$ zJJSy}L#;lUD;eCdViv(7-@q4w;N_K#daHv^%)X{L_Y;VH*W5x`RP3NC7L{k7j~ZhD zXO;;BIb3c5XHJ$QTLBD$<(!^;Hmo-HZ9#VId zr0eYNfZV4QE2&*eOvGYHe*f}*&QyGyc5|;=%&$5PVC^u7!pw-X+2ypRa!RuSi98%j zTt7*h64;z@%C*^_l(`I4{(2()bANmz>A)Z-ftX$%T4sh+AX8hvt%ThRkgyI}vIvVq zHPYmFb1MDae3-wx;*{%7WPf|F`cwtSCusP7hxILhD)8G`0IfDHawlqSOE+BwwhX1= zgj71qz?;|85%my(VGlG6rs05hL;a4LsgK~B#2s4R-2^^Q1=>bZ*dbk{r%YAYfjmF( z*zZ3$Wl11BItW+@i6FgVhr*Ve-M14}*$2ay(zKKtV}q?kbKCVml-+ z&8K1+!4MrS@Cr*NQvqJi7Eo;h{gp;ALqxCugn3T$7yy6iyw#XCF1wx)1|PQy(W zqIOIMwNNU67o>W(_f?030egVg9A+pp99~U}v>ow?hzwZOufvSy&}A_!BjP4hYFleS z3S1etF?bf#e=e>0QBY%oxlBk{{92?XYGEcfL>5&}6pFmgeN(g@>`Luex_<5syGcSUoLi^QnJ_tPPu_Vj;w-RkHyL{wH!Q zlSW$mo2fx1PLh&g@vvy*)du=eB~`Nm8rnIDw_Mc!vVx!k+6ST)-I=GN6#uJcuU2)| zApEROirqg+6+`}CRacWxhKj*dc{*z;1ejTW;ZLKSP@VNOt){Bj3{lI+N|c`QLsOXK z-6*1k@1?5`Ht&QZLV=T9 zxD}Rd#Wi>Gs+hyo%t-j!e*?o^V)!ngyryu3>O!_s8~W{%D<8 z!)8@8ObtyE^zus#an z+;BX~Qg6R-RgP4fx=PdTqe5WFSz*%4)#ulyomIlWSD>F&)|`iQ|L2!iOD{66`jpju z-gP#iW^#o69xxZMIL3K)5eHH`o6!0lfcWqC}xk0VReRE-8{WOay#jrk{+5_qZHk$zCAdG}+JNbO$q80=2j} zj)T9M-X5hPdWn!z8vvD}xIG+SBxIbzu`UInN_kiJu>;YURgc3U~kwCp+pGim#EqZ*+~_Nr#$VS)X1YVi3&CaDgcSxitPz8 z(Eg41<%qH0Jv2-adDMg3P%Lk#R&ogA?<_<=TS_p?|Dd)DLO)*TD4gE1nCJLJxVhak z&ctgG(Qnu}0ksbqf&P;J;eBvlhdE5hTooA5rg!dA?k0!uG)?@Rx(*I*r^PlO2CIcB zwtwIU=?q~NEZYz4=XmIPWNxQR^0+Acr|~guJ66#PwvgbdJQi@u2`wGrI3F*ytuH@@ z`i$u)PWdt|!__-xjOA=OXix)JIGiyTH_cbsCkoATN&+hKSPpTvK*Djhk);Q;v{6#@p6T>`?Ng!=xNp4WjU{a7S<0<(g|9&)?787K}U zz}K{McbrpR_ftGU`#E-~qI^QVxIl8sdw^e$5Sk3l;w@c$KiO}bfH5(A^A75laMb5M zSOKChTtOIEs~u(tHs*qSc@+JJPR$$Txd1pcx4?1QMYQbSRQ2F18j~X1BbWwpout4I zEL#Y;T!mL3<%*HmTWd@teGMcA)`m#JtA2wXy27ES^-W0#?ow5~%XDq1mq0Y~+Jo9g zvb%)@(G|Y zV!}=>5}}_?5?w26r{yPHY?NrUaU=?=?^CU5=Uyow|?hugtSI3w;QJFN$qj#p$>t>-7>~g%TS* zt)xMPhUBE36xYHRDb>mfRXELBl8mF$3YV18jCF!vxWoim{f+5A`V&MRxmmr?4`^~2 z*m6y5SLQZi1~{VyxQDb8VuoZP$U}mLOnTlYo7ZQ+0+Nrh+quP5&v|C;H=HLqo;PkY zy!`7Ck?TH9*8afQ^zfs_&|i6vW|R&nJVlW3@cjkFSK^Qd{t2jBg!GDh)TZU-6<0rH zO0Z&Joa77r4)Ufit(kV4b1j}Mp+nv)>>fNuE*iW{I32@>gsX>pJsyeTmN(|a>MI25 ztK9datj%sH25#C`H@AA*+lUQah3t)P?!()ABr)eU6}JkP^=|`&G7~8X9p(KSG}MG; zT84vKASxyk;z$+SSz`m9nu(A%<11-A5pQsR?mpN6UiDtyiJ@J?hlmX(OZ_@_CQe&#|WU&CML zG$aQmR#})&Ry5ads?#9d8NHtTvwAv0{B(L8ZVGPso>;N43D@?-_{P!OSPy(X$=4z0 z{`lHm@b%hbhN1So*QK_(fa&?d#@BgW*!c>qwor~-u{Z}|cj5m6=-Vj2?B%{VvpiY- z;rV-iRr__tZ!M?&p7_x7x%c4v0YlDb*m`bmY?m4t(N%#1(|JzG?ZC)r8E_*foYl~_ zparEgS|>XDTYa-AkH@_l2S+Bti>UE(xMp+01IzICl74~2iZrKU4zrO{oi5y{qJ}4f zG64imQa+O*D=$2~UBHQrP7uS5T0Z%j_TaTeJNYqdN}e}Z7~*AXn(^~8=!%MdFahi? zt0#ux1rLPT?I724c|75@t57)Qf7p5l;L3uoZ8Xlrwr$(CHL-2mn0R8_$%$>-w#|v1 zOfvVpA8y_I*I(7W>g?UU@T~6Y-MdfsUV-;`{~m$^|BfO3yM|`P@P3d}@;?aekgf_l?QGg5T zAvq~;U*-&dfLKZq@O$>OKDKO()>K3dByj^dovG#XJ(YuSZZNW;0mXd+eN^-WV%g^< zO)y<13DExx8vV%X?iVLo-zB8-f3vJ03Ew zlMWt>7O_UgxpOy5I2w>X`pL8hzY8}x;1TnI$B3+}0m_NJpL;(+!JEg}k0ZJOpXe2q zx*k&!L|9V=Mi1^kDF!h}9Tx@XLxr5!*7wJuc~QBaz^_D_Qqs)=paj8WRjf56{v?k8 z|L4FsD84w$l#)PzBs&H3KJ54r6%;&M9Ld1B#XmvFpn%a{sV(VWEZkr7ZTr<(tRy?a zH2xM9TPpIo0W?;;?Pb2z`izJ6P$Mg4ZmU$O>;=P+0!XjNilT$5g_uTwJm0zhjqjy* z&K_z~Mlv$}7rQUKSxakE2`Y*|W7*F|N6#eZh*ht&1;%OF{s4pqG*;4@YxG`}>vlWI z{Fn(C7z9Z=PqUg|JQ)((UG%6%?V;7Rk(|W?j&W~@r*DN7H z>*^B)F&cjlNTc=mpwS$Wa|2+7=xyb^LnYg>LPbRq6_nt4lWU6*a`|0MQAW2h;W8O z+bpD4CcMWTiO<*!*g7958{gT7O$(y+Pc>^So-950txK+bqR`u6(7rWLs$O!|)Ss=) z`QlS*h7MVCjsh-Djh$s^p|d|E^a$F!kYXqR_!)- zayVBcgb^_KmhpnCaU>^K`Q|G(*v=f$+6FUpMkW+6njL?`RmQd;c9Nk;*;(}^ zw<)g=hdg|lS9|%anCmrNHY$}q1UsRL)R?nAwaIXh-cl~2xL+oVF#dbqA!8kM7+8z$ zO#C_cT*q}=p33LTd8i4kfFW7#peX=x7In?}y%5)01e4HWW{l$vgC}^@@RPx7ZKroV zY<@PG{_dhNJ;j^wm6|{M3tNV^#OmyKk$~7EA`%9*o{#b-0bHwIii{t@7A?kt$!jK~ z2d2KzhgcJ*)`FLqc1D-0F8k(YO^GhwJnuCH`$8UTMCaf7{vr1Jv(|xJypaSHs2a4A zt27U!6mY_^@<0BUSdzoeQarR0rCuptOiuOcs(E>DlCqKIHXnb+dXthQ&P{KOx?sSA z(Tvl^TI?g;?Zaq;bjX7*We6I>Dgjw};ID4{$?x)v&e*;2k3Cg8FI@qc?*&pQU+wyT zVksCAAiN!^uy|~{&SM1hiq^+QqQUh-+JmO@+9RhJ$)81yFe%c*5f%^efjv#Vp%soQ zj{4qhd&Jk@wyT}*X0)cq86o}ikXLOnbn45Q39T6>9r{SHtcoZ-;s}(|5jkDzkfh9o zEx8RNorSMAYGONN%Cx}*)8s|J`F@RHf>G~AW|tMX3@^_bJLQ{{IB{%YLWeVQ5^VNr z<^so(u^l%hHla(EyoORWL8ymF<(MrW5R##|8#lFZOpq)Sx~}wc`0y>RM7bpmHX*1N zw>7~>m3&Q}Wj0pw?wArg$gv`jxn1d_?$6qxV6WPfJaMJbcbP4}TL87vZ`P=0|5Ge^ z0#BoQ+3bO`MZ;c&OM%kSp%04NF=Dee1R&F*fKf)NA@;78d`XqU#Q`uV-v-FI$GDVH zuFS|PDpZO`0Va+SF%A@{lC#Uyu?zxOH&{6Ul~y-qtn3^BTH<{(R%Q;sB=LpWA{PhD zW8I}d=98iV?c2ke66G^MMgxM3D)|O5VfJrA<-uG-cO^Tjj0;7CT;F~I#`GlDp->$x`>H&EW<3Xn0?iR90Os%cvLT^Jc>5<4gQzb*Ibf zL{R7G9Lk2! zA?ZQxS2C9dfc*~P06sD!IhGd98g<>PoMcxt%w?Y|tz>sfDvcV&uy@w$z!jF2%sP3VRsHdr5r$frxYR04^)V z{Z}~LS-n3eRGc%~X@lsX^<2wkdbVUeF3&S-tmAy4?_bw2!+Af^XHh0 zE*!#+nmyYVTo9StelF_UVtU^DlaQK%|M43ruyHV$fl9)FK#&#eMb$XiSB4axUDdKX z02x_Hzz*kdczFuM6G2LpkX+1ttnymnOT~lvt$(>gB}Ie(?ci?Yl0teIs7k=kL+e4S zYu)1LlA`Fd2e{$ok&WnaRCCP7FMZtgtmvVVx)}Ft>+}Z}`|nl0z176&I(0l+20^IqlU9UcPK=_!LQI1m>J91}Q-Jz5VE{IvV3o;!8j~c$Z zS!ErO#{oS2I$_DPDEL%MVSIDkf7C%l3K$=UUB4TEq4 z!Gi;kxGX5{u7Y81kw^uPc#NC#c}u|=*+tla#9k*y+sCV937je3j| zZ!EC>Bk^S@Y``r3Khw|XQJsnGt-6W%bvrmKyH-ec&Mh$9Yhi&JmnHeX2hgB(~2&x;Tzr$ubLvuxBvCOhzAv!uv?iz@&%Rs;6OkWeld#!zj?{FiLJM}{ z3|L}tDXbPPs+_qAjVQRV*|MR26Whd=rN@-SX%$E>{vE|YI#O?lwlJ&3EZOO%Jqmd? zBssVoM!htcse>!w8#M{GwX7Ia96jNr4L~y-EU&|J$a`<<2zn(K@0X%-% z0LkX2+2*F*rYPeL9N4!CC}QX7EtiSB_M`)2>6N4Qdy#-f4gtn%k7d z>w?l|=gJ^X|4DnC1`39FqYYw0@{_s4mb?cAx;5yO|Ixs_wJB*OJbV=s2#3U8TA8Z|- z7F>t?Fd4yhU~j1VbRa5(q=kM+%@%S;6Hf>d`|=NwuOgD7p#9;nN+)Sv$NfxEkw_*})ANfeuXv z?}Y`nUtQ4qWQ)W+Jbh}v>W{Q&BN~&mikg}2pYrw-s}4K^emj2`!T225xU)AHteFDh zJKI{aNsabOcLkbs1qaWoTXY4d&+RPQ{1O(lZQHu@7dC+HKvdkc>fp^)+?2VK(rDS% z+0&vM$I1(o;K|Bsd!2?LY01`AYT~xK$?%DtJM$+^4g2lBEPsDcU z5WjY|KI7JcjLt;stSfs#gV%sj#egV(duKIYrzFaMJKT%f`3;%C0G!d+StTifI95P{ z&~iD1gI;l^J&K$-9YX4rz(F!lo%FE*c5&RKjU=ySi>b%tUKi<6m#8DStyX8otm4Zg zfA-!EVwz!N`qP~GD~6lyg6flZ+rBGe#H8=Rx%(YHt6p3EScG$=I>jR$v>HMvHdwWTKp;1bPVq0*GYVMPG1Jv5P~dGbRO{o;LU-PKHc z<&__~+}IC79K|T(CBj^B9c$L4^Yrryliuu5ky&>#5o@VE72rXYN*j5~r(zivMnI7V z68W#MzsdyGe$JOD&Hgg{8iUTARr1t7RS%b%gry>ToHb~MMJkn7+DjI(p6_EWol!84 z4!fo}%RflQf`b%>BmzY6!`?1LJ@we#($zug813npK9)fgjnr@JGt?%>Xx35#mR!>p zTz7^{V7PWOo{zDU2vs)&MJ%)FORppN)oII1YqU?Y!7`@^s%>r{Y@Q0iw@ z#hiKI3H%-R@&tQD|FE(qmg-9I(gG-S9(4&j%18I~4Rw1kSTe@-@LeKJMP#uQnAxR? zKXrw2I-+xLxC?#~ll9&~nManf-cLvj(VvO6MA5xXGZhp(=?_gJAM}?vnAD6NF<-({ znQKs4VG)BXDMHTh&4#J_(31v{;2QB$n^AC;(0wl#(@7ZygFK!B23~6(`LT%T!E# z#>Gl4zdD9EZJ3H3TToEMpN}8J_DeGT9l?0{7o#V9?BIc#9v?4u* zlfQfjDi`yYHUzOh;i6nkUFHvALn2RRxd8>!E|kx#%Bb5H6dD zkP1LYi7=xjJCezM8B2|X#xEug>h~Iz4=|A$efIwQ8^#<`==Q`BNX8#8iy~g8qO)=w z+>D8Ht*K8*>&ZVFq>hL6M}2Uy4&;MFjoY~axG)U6MK-jmJ@We?X~kgM97iI&7dJn9 zB5gbSMbI(ei{Vm8hS;nNlOk6p$guZuum-7TZZSr)_emuIsuwA)NE8@^tmbhw^x5Q? zYh*Z%)pqhOiF~BG9vS&zFi$#w%2^$T43O-tDe2V6F?J$kw2gFtV zcr=X+mAJ7r;dT^y&T-1gE*Y~^1}x;ILsQYF3?AB__KPB(L(=9F>ZnxZe??*JUd+#& z%V(}xVw54Qrx1@HK$!RDX-Wq;uh=rpy>Q->=BTM>6qb&B#|j$eUpqdyZlJ9gv;30i zVy373z#+;TSn0KhqPW$eF8kbIF;@H?S^j|&n+xX+p!mSD%FK7#oH-^eqq)eUn0+#Y z8_9HNTK3vl>>xkt)Hd#B4keySv2j@_MaK;zyPS*(h&sIkBz#(u%I91?$AdmI^~Ukp z#2WZe+F7O=7nKd!7HZM3DrrVf3y9za=)8Z(HcaqrdGp-U9IBisYa#mUkK*?>WBNyN zoL{}6;gMcO%`zr71}_i8XPV)L9;hAPY%QiR*he4Pc5p7E~ISGv(Tj$gL@IRz0(-?VsXAF<=Inm@vu&I zok;?$6OdVDLtHDD7tDsg%SAQ=BZVSLTV2*({HBDDwLiUz;xe;p>L_i{fg1@8XicA($- z47iGl|F`KG@H!Oe^>%;sig0-w@B%6482@d9UDr-l#&s=m)LMCwpL~o07n~cedlp?~ zQ*WCC{tO1D&LQxx1FKrTmd?RdYx;&}uJ!${;s8RRrj%=?V)b3LJ zp&fDrMX{Vd=g5#8{QY6#;!;EunA&psDNYti^rDw5YLbQ9;5KNCp+WNC{lTHUR+4i* z&3429Y1Vo}gaxG+HC|Vu13a;Xz3q;CR-Z~x4llDnZCp)(KXDVGO?jtOoL~i1u73@S z_9X9SsP1nh93Wz|TcK&qUpGqp9)x$=K`{~?y+kA;xedzb>_cnORZ%WZMA<$d%$+;* zPAJnWqvA{0S}za03!p1UlS$F-J<44>vh6VFD-1a|A zQnzF{0lX(MIMC?dwBs4B1J|;t+vgM%MWD0Q25{z68re>?%gC1cX2Q_$@oq7T8J+F^ zo8}Wa&Y%sxc!wlm*y7B!`hbcb4F^-Hu^XwdazU+DQ>hki#vn+BG{n#Zf(%$mK?9cM zmDeFD_)&@Ta(?f4OZcfMo>=^PV6?T+^8| z$onl)J2&I}rXW9nrFenHNTsAW%&aXzL8D&-Da0R6y_9m`R2I3%G^$EkZfTFn?o~BT z%&j2hN-$s${-{djjEsBoLU|pny6z}*NMYZk{7Fkz-EN}Q9KGGObjmBDDT{E1FMk;- zc`c0iok1&VvRNdghz>A3Ws%8ewD5PUj9h|M{r+V@ndckkYj+YiPi<$*M@PLk;{Jn_m z$M6?OrsGfd>d>6uktt1z1D?3E(@^7W1sPCJ<^mi)h1WrNr2`~_bu9Z#NaxOf%1)4GW2O-KKbKEe1JC@I z_9ia!72>Lb0|R*edWl%o#^=7S73+= z0Y2pVp+wS3=Q<0{rpJqh@k-E`6j1oGC*uwNoSHX;HDgU-5DeGLuh4)6g)0?=im|Y+ zzZiqv*ed%x`z*sA8puLptXU`h{#0iw3fuhilC?2=#v^1T$5iH<_emqS;>`tUx}N0% zEl%l-ZtW0}Hl1Kq>vWWaD-o39>~?#p0d5(H`85l;_ewznefoCOmcYkJh;zykSfs%W zy=#`k1DAiZvY(i)&HVI+5L12H$QVU6NQGg|S{LoI#5nfbm3dmQJi3Fnf{D*kOuS>O#}Wf-q&2Z_Sk3N5Q10SGVPIO?I;oedeqwVE|u6!@F0GFr@0Kt<0j zv%~X(8oRk+_V**aEos`l#;s|G#Z;Crm@`*Y9tfzHr( z6pUEHD@hPI8q)9B3SZQ)T!YI$sR_hkhk|G4wQj99oA;q|LT1Il^Gb00M=KhB$esjq zsMKZz*Wgs#*p}%v|MBm8U6>1SeV#rGXpooBX?WFt`=aW5eRDn9Go^f5>+dfxHj0#3 zAA?ukq9g@KIw64SjBAH)TyWA2*0oJg|Ewg;?L?TsESmerZdOpVRr6?MJ{76eukqV$ z--KK{lT9mw{HRHtl|EJ+!M1_f0G?-91a|T3Yt}%P*jTj=+FlI_e2yM>E~m?4z{}m= z;oCOFucP)aec#UW0SA~;0DN8G|1JH)`?cn2yi$E|Y%^hzEHp505UNJ?O+NxKixB({ z>^7=*d)nZtWfM`u0E#DGYY_4sU{)A)R<|}KdvH#C!futxR85D3N=|`K?mslo9ym$@ zjR9mU30vugRYpAATFV)J>8+wu+*S^}lHm$vbb4QC$U#Gp=Jxm~Sv-wM*Rn9uKVq{s zT%-W@qz3!MWRR4L`sQ#^+Gq_|YPDUadod?J-}GKlPHsPW8ebALJaMV|1%_eCws`uHIl)At}t$|0T~sVigue9MYQ z<;H&1H{p7Gv^-GaTR@SGxAvm>(}S1fg<6+1?k{y%EIy(g1G2YV`_ThZ2jdJ`qi6s)Ll%SSmpe98Wmwok`-FBYm5# zZa-)5!f!|sot=`Bu0PYh`P=r2?GO9{_#zP^rf)yf-k8z-2FQ#y;{*+L`q(^X`e`kO zWV4JlS^?dw-;GrS%NQV0nOyn~2^cfP#rN^~9*E7VgjkvZk;y&TCC$LOU! z@K2Sgs{>nNM8gI_PhznD z&1bcAvYgglv@S-4VSU3Z&)gKW6`$qd|DNNH%w`6$*eqm^w7OAG<8Cdp*&0S)Jn94> zKwOpsO41YY@dzeAwHKQG&x#jfFpBLs>F_YLCy1U*dM$72N0)IAagsd-jwqE}Wg!+B zYTIYhivC~=)=4p0}=|(2#!lnEJ)v&2S;5u9g-09I86`Xw?AVs z21F*|W%bbf_iO$HdfJNqa=&l||E}lbA<5p^J?C?(E&MHL4j>7XPA)+hN7lAU0z0X` zSU=~xYF(P0vVT(Wm$P%*d66{CGAouo8={ExE@tB6{789aNr$LP?u zHI5GT)}S)evi#!jty#Q_nM=dc?{6ps;D$NKJk_*|N>Z-^G-`HL+1C%mLKho%K-PNq z+T4?FR!^_#%ZH+G-EBrsZ}QDEK>*G5Gr{EMNKLu#R||6#D!`~No`b4wt(@kLI>jl2 zO;WKdD)+rhFuW+F!5-Bq7_n)s+yhmniJI;iiFo}YV@6e}et_5IUvAoVJMREA^o3>&)4DSG z`h@@}0cZhBm;W)CSefma5h>K~!(jY@E`M=!t*5al(r3BOEv3(M^~8tMjGf-4-D|#$ z{}Qm&wV^QS*Yw}hjsu_B-z=nnZDNnlJBMM1zVQzNvY}@7U!E!@@gARow=epe*XfNr zf>YhVfbeaO<@c;0_SRrZ+23V50g&(2O@3)WprJack6r$6^X`9MTpvLTyHs1ZJePo; z>GJpda@bSw{Cwlwx!zj8e(W~M_8!@hzQ|Q3nd;lPPOena(8i)<&YN-A8>Z2=7}%%T zaO;k*y0-b?HiIZ$iiaixL8#oaWl2O4EizZ`Y3B7BbpFJR2> zE%zl{2-5PV3e1vm-^0-I%UW^m`Haczo|Pw}&jW7%N~0MWH-YdT%5gJ}p+i%9;hte~ za1eWl(!6+^k;fM;pu7fzutu`4!*Jy(1~a4Nx)=I()bNWacfj<}a^#c7{S7ivw7*Fm zC8YDihXc_YL)-4`$tKbp*8rR1u{D_TO#T4&;l4O0w>|!LXkFdpOy0X)A#-(Jw>f~O zER?MPVDU8lFGw$z4-F6#K`Sb~wI55v?)C8}y`z!-AXcsYSxTak{>aJX!I*{N{85{c zE!gb%LwnNrtl+2o(@p?Ik*#lH8|gKr2qZ$nT@v~Ux(4jVlEE+Xw#e<^F3AkU?8!cE zpPX|ZTQ&hWpfK>PQ+HWY>iAGqSei?|Yi9Y|@wyh8zmO{Eo&726ZTT&DYij0+6cfn~ z3zno}yG*TDA@0^W6@+T6%1`!ci~WVO`Uyi?NWrUe7S@hQ8lI8x-o9V*&tE+;byI+X zHNzwY54kWt0>U|R6&b@U`5Km^p<{1ULM`TedLSJHH0gb7fygd|?4SK=yTUJr_xPHN z$~hDjutpXI~`v%QuJ8QCro%@)T-z1r<8FzvRrHT@R{3^Ei>2La-^L(d&6^Jg{cR z^kfWQEK2$zpCT}Dt zq<*2zDyL^dUe-q=hCd3&#bG0DrGmosKRyk+%YFa8N5v^z-^XQjKQx`V07KV*BcbSj zgV}|ugR^6OvUbJRN+rCp_c3X>Sff!;aKxYwi#AKbaQWdqOa^#pxl~$|DzR%JNpm5c z&J|?suzo(Bs5YJ$qA|x#k;Ik0G`01U#s2()T5PsMDkGXekS7BsB>ldV{#9RFL$Mgv-O}HnpnPGJMZ4KF;L*;VSm_sT5|c zXqJ&|r_D`s&fr&IWcKLvv8@C!Ug{RYYw}igO!inrEw&)@paykSEkHYvfOAzo*XEka zPR4zEvrX2`01rK3fztSruaN&`F?~0xZeu%`TvqPt zu{C>Yxudcgjj~&{cRM zuM39z@@_Ght2UWQMiNC9R@Cc~B2rXwpLPLzr5DBF3=&1Jpny^`$b{@2?%92{jp=Ur z#JM(IO}dR?lNpf$y+&Ehf_&%0_3rP9L45eUT&1)0VZL+a6Ma81p3wY*TW-?dk#b-Z z^UoL<;(Ny?aMU?te5~1*Ve9KG7A~U1J3DKlX0ru$81z(?Y1nX#spkil8NwHEl_H1E zzdTsCc@}OREj!}2WC+&KICHC$48=r+@WDSM7fA3VWFfvtOm{Y-;E0&ZiuJI-;W=a=JRtM?Zs?(*S2349M5ud2$x`tTj=P zL>ZF~p@p~vl|@DH;1YbQ_=Ex*^{~ke(QLrI(-_nIj^?g7W;zjw`Q$B@Iq$!B6$^KP zN%YE2l*ww^`_O`ENItR5vqk|>{C}s{@aB0f2$RPy^R_A$B=M|p-YMEfDca1`O-4V1 zL|ei5cSBR)f3n5FPnzLRNf!)LFL6+_?TaokG92xg)V+tC2BxpRv069M;-p-76v=yy z3=0-dgGy$G#mv~s07-jsfZ zu~H-}wrnFzK4n;mW-=DaPf)9YnGb?xdriY?-@}-bj`RS24btH$$e=?QbkN<8!` zy#d^YD13Av1|X*3N04p3}69L#K@E@{FN!hLbk3A50qdBzsOKPyCif6>mvYFO1NL!z(CX;xIy0;qj* zj4XnUEzZc*6pbx#n43T{w7n@ZtSPgu2BvHAf-?tR!P$V*ZMN~DY2wgKP)jC~44h+Q zi@QeVrsjNB?_(ni5a11#s4-v_qcTUM(=}J-rZAb&86ykgbKp)a0k)WZ3L^_EBMXSY zYy9b0)(q{rHeW6axR6W-LJKJGj405&!RZ17Hn~YM-5^>C!?9kDd3&xtykD7wL(@hA z)8dy62*ws|!I>%iRl`f(cotCbYyzV>E=>8j5ae`~)e5sVL7AYoTK!5m%^Nd^jP@XG zJ@6Jj-Wl5EB^;SnLy8#}`bZW&IMYw7L({OwDL1gRcmva_UPqzr)wByoZTkc87Dc;R zm6CxkKCawo0-wol_(MTxE8QP~Z$V4nOglFphBTxG-wW&dF?j3xXU3ikl7@`9t$Q(H*FcJIoCkx z?d*(O*0i-Iv@1aD+^G|J;Hu7>>o>V9j4|p42YHdd_MCGPex-nw!)Cq;Elx;e{%TIp zkv>^CMYINdKVzzXV$heYTU%l-f(`!LTz{4u70vnsHx_t{81rp=otgU^V>2$`m7s2s zTW8$JHrQB{#1TK0ISy0xs6x*YA0ew@nUoRxs6y2wqPgg(l>9p%;Bxb7jISW4YhHmt z;c2Q%gE2QO3tX;kP7tdpCCYPVKen?Y!IK&y8t0Ba+&GB;U0he_{AA}fG`ety@w@n$ zs26zkwuvXz6-az!h1cR>g@4^^d~`llybA2l&FH&t#Jm06ml1z{>#)Bp@D6EIC+aV7 z1)w`ULkouf9vRqRtfpYSz)DF1r|TP z46Kc#+E}J3GdaRM8^JuUquSK9gl%>_zC5QX`{q(C=d}4|1a{|8sC(#$UgI@|O==p$ z5SX!_KYDwU(VWgs#cX(YsE;fsSac5V{6LV^fWY;0 zmz=&LOie~v3Powkz-2k%C8PXH^j@LIiko6PzyE4H%x-ydz&SrwSmY4d^DK=w6 z+dFe^G7y=JGH#<%h|{DuTyk0|jLUAgy0-|W=`+G{_^&w7MJ%>L2`EiieoqE#k=k9x zWENbYH}cIZYon1k;aq}|T+AjuBz&N~c|+-{WT(i*qJKgzh1}G!7ab^X4Ve^_WiIJw zg8fH9)BMZspCHZRY8y3OudLZDZS2m^8v7{o-WyB%j4tHnfRRypYfuj7C?Wh0h737z zmaJiIjvd?{I~RK&e=7{~NeWKLg<993Ha36o$k}#bL;mWnDl1AN#w3HHaz@#bZK<8G zDO@$vhjdk!4Tk*JAfN{b3gAoWES&MYcaMD-^;q~B`?m_2*SV6EHtIXo4V!dJ3LMjK*E!-hV-T~fsvRK2d|ObI#(TWcPn-6$ku ze?52P2c)_^d8-BqB8Mn`$%G>_$GGI^g^27XAB!}o9D9C;UWBnpedhYYh<&6d&)^E~ z+n5)2R7#7hI*I)ghukcJ^5mIatI1Mfchh#6vn3l$@r45?3pax~ zeJ+l1mrTO2o~fTEWR+$gF)6en>KMEglf(>oX_y~b7rvXD5l$DNy|su5-jTx{%kjib zCQnMx^Iza*!YftaGg^(Yn$VjPjQcs*%876T+tUc_Y!kTzM$U6cVUcVyw))cu)yemN zh5tOD0b=z}EdYVJv4(1-sJa+Jc_~uLFbmbf?>C&J8V5QPU+E-(p76+^s2?W7`OpM2 zQ?sY0uw<~DHU?#V=XM4`|GI-7vdU4kCD>+$jh5IaFC!u=A0l(EEWe7)-cL|ASOb-^ zuOKw~FC3GsnNa90tZ9$jE}5c)5-0y!*&(|!cu?m1@m;ax9?uhT3e6+S^)#r550-wr zqhFR9i0dzq|3EP!rg!6*m?Y6IV+}tO4?g_RXPe2nGI3^fD{S))NTgStE|c5ZG;}G? zyCSvDYd|9Nn%jK^jXR2XI}Si=7zyPrp4m2Ro^GG*)e=%q^VxzWMraVp)5@g6G=3b& z)x#zsYkibjcR18Lj`eTPl$K^wPGV)fWygNtC=+g`X*beO53_qn&G1W2cQm-G&^hl6 zaD=>wpVv+DrIYrhJKRO>*v&e3^o$;VT~)n-n_Nwtp|oGgyd^c)eJFUh)XSaTUm6XMF^2QT0q28al5WDUCCEW1L9-6arW zE`@F&=VRNsm`7TFxOVgvGp?!ri_AIKGVxZmQ(Q)g&f!q(%=h6ZKZ09NW{YjUz7gBILj7LWjnz*x@T?}B zZRp>HVS~S;&!4!Pu5&qc0gQn%*`WEG*4o^Ja3}>a>4_K&Ik4E!4X0qwHUz0~@Aiy% zaf~}fO~(ISZBAQ9T#2(Dzyo__g!qpS;r<7_B7UlUBHLj!p8uzQGuENiRfH+T7SqDi z&wJLb?mr}Pya5Tx$9(Jsk8?uEQtjJBLr#9dc|!LW+mE*gXEZ~7(#2-3b9+O3#o-(j zvk9HQ#t0tY2<*+MLpN#dSCSo*uwd0U9!2;w5&kq};)gSg%I#bL?xY(D@c6%awv4kD z{UO`{{{>tRvk&)&C`kX^LK5o7VtIa3Q8^;1h2XwE&erWvg}X9Lk6AC{;!Bo;aV@PR zQD>;wXt|x@6tl<#+&GkeQM&xPg1waK@C8jaPhP9_FxnCt%0mH<58~;vM-rGzslx`- z7Yn8{lOD&wMb+K1fdm*ZMBh}wReCtuK=7uSDiZ(%t)K3PwR=rM2tpXT2dp(fOnOCL z8hCp64J;7hVnvNaL!)2RrF8iY+mf_k?{(jA>3{-0Hu{C|yYqO^YPA(12dpF5bzqe*46mf+>5jX5vRpf)pNiTTGSTx} zUWl^a*e|zNF--2kc|?Ve5Z6%rI*S=HS=lRi-mJ$)ip8%xJ#NohE0?#&bn$7?vB$0P zp|rx)hb5UvFI&gRKa0Tfm(>W4<=todxE8nor6jP-LI?9A86i@au@9?kmGfkgs?t~z z%`OhdMnWBs=*I6^k0Fvjd4T8H8jdm&H#k>#-sZ|eZ-x6UAXlgV$6g2nKBip$H6PH} zjv1@|w^{D2vics&M{1bu4c{3P;>{=V8#9)gPBM^5y^xQdil`TN_$fQ zoXNVWI0jsfAY#lVln z-@Pk!dKRr#oz3jq0A~;ACCD&;y>#pRuE$R^zx&QuQ+mUVjIEd+{;pR}KJT9S>|}J{ zx4m6K`IGtTG5jwOJ)m3H3D&oy_v8(IVMl#|I&HDr9;$l3Xtmp1s@2kFx;b^LXV3yO z5U1^?Jy_+l@a+0s5-f3Sgz2-%jAg`nEFpy2;B7^>*8ANM)#!xeuQl-temVptJ^w>m zYY?x2Vy7}uY%A{Tpg=KK(rxIEOIwS^GK^@_x(O1_|Bjy{$)*ru{w0(q^qezc;r+Fz z=a12s`R4Y?b;#StllvX6$b2gFrI+Rn)s@<(ngUaSRW3r>y-D@gG^CYA@iH8bV=wB_ zMZRV-rgwhC<2#6J+m_)=q!VMXyl@*Jk&ve|pZSZYf%+bbs^xF`(qtl1U$dq9ohET8 zyO325<(o)^0>bKMgvY6%TF;%tL@W5O_mD|bDYkYYD&rgaJIQMzN3yPh8TP{QAu^XP+GFZb%xy`clO((uQz|PV=n$vr&dMGeYS2SF8o*?JgVTL z(Vr8itk=~wIy^Uea0h`g`GUjQC(wMGz<-VgM-dYk&RK27Hucyajq&B)*Y_p<{po>~ zU3ccr!ZlCQd6`OpK+T^q?sH`Cn1}VE0(d;VRp+kth{8G$)+P8!b zjqN&bE;@03#Jopn*kN^HsMTR5u@`dooCE=Sq!@8vI*pU4Zcn&l)2R=+z%%hRA*gMQ zRmUaDG2G2wW-W7C$g?2=rn5#gEuBG(dTI_0K*+ZQ&zwwKpxeQRE4w9Bf3|Yjz&^(Gr?6&VnljK%?b^o{#A2ywhwr=lucI8>c=Djj zQ&GrK4Y-n-$2wq+G^~y*ttt_C^f_}3Fsoza@SHY3UL@r5XSgMP?z;2O^3lXk4Igc^ z@GBz6&vm25KhDzKd3_1mPo!Tj!LTvpF;B8HuDSZ4Q7xmhIQ(H^QgmD znv#T$Wz^XEmGQ>?nfO@L0i{m_sXd0M->(Nb&CLN}#0H(_*q9QZg2Om7q%GoRsGTlcmU&vW+D+#m!T1+H0GFC2{Q7Y)S>{NlH@gtx_7tzWhH zQ`^{v=tF$Ov$ZtVq$EfB#h&k|tiTTF!(QL8eH^Q;R!6qLOhK{vin!%6i0N%5ubPn$R`KZ{DI! zi4DmvDurNevsrF8OPO$p%oHKkef|#xuX_fOuZu#UT!B8>Zh2ANKNIXQ;N-dDF{ozg z#8F?KpuD-pQ2w9J9>_BwR4mDHMchsP@1L2p-7WcOU4{&L9wD$4v!?nm0at~@$3@Oq4Q$xz&Qif|5y~K2ub2t928;N9o5pHS_n#yhz+TLUcW%fPfP)zj|AdJCD01CYNEx_EOf_IT*Xe+9(5h6uAsIqLLq8&kQA5a&8-N&7V^UXH zG@m;Xt)oGa0)O|C&gI;5BU?e6>OexU_82P4LZ52CRjW=0n?Q5Uro@nGtTmj_tAX+S z{{WppV!x^Xuw)I3hAP59vr85AS4ZF*S>%G(*Fp)>idr?162D0Knut!_XzE40?(g9I z=th@*3f^iecz5}AutmSS{1fp1)wc2m6&(OMP3*U`&cePv{TQl3^hsGtI^S~(-gBU= zO0Vm@zm@ObRJx_}{>^-UsI;~7e!}+$N;h}jkNJMz+IAJ+?=8ih_qXuiQE@|$JR!+R_C_8#BLNd` zlrZ97_&td~X*@KV%&vBB_0uuC6( z3bKKoy2Ds`kXY1v55bEbbCRCVT6I*Q&!>NVvqucFSImlcC=pvNWnrbITmTl9e9BqT zq_7tgYLLlSDkaD>1DT>freXdc7I$!Vgds!{(5Jq{85VoQF$!`>Dh+YbPIJjuOk8J$ zT@)%Nmpmm>n0EPk1;+~0F6=KhCCA!zxEVcJR)XxlMZIVn_qJ!OCdGvAJ%r+;tp{AM~e9^WF4siKn6xx1acTEspl3*SpAv5JcJdSaW{n{0kkTX*4W zF2O{xtSvY0#&z1I#27Eh;gp*Y;yUdnJ#dKIyibik8TTqd0X&Y{{A9ezq*RMtU>ZKl z^(m@Nrm49$9f*AprFuCvS5?^@*H*lPR zKe-ucJPsv={blq!UTfRz9b81)mfJtYVn=1Ek! zlB$dQ?vzN==27Q(+&Pq^f1~m3()jk;Zt-!&J)QQQ0!0~Qz(sX#&<}S7!>7b?|9(uVx zj|*mqSD8ziMXMq0Pf-0%c{HR4wH23;xke4bi?)zy(lN?WA%d&GI^h;tDXez>WIjP5V|0}ncz zvJI*l#$IhdZNL$i>gl;`w3RTvN-wRZeaNy?rTrs~DolcjRK{1eO?-PU0?~#En_~5_ zn;ToTIHbnLR2J~xr0dX4N4e1-yq;?eMiXVOZTAKn@zu7Dj=nU9eD8Y{hCG0e{-ZGr zlw)J!QP?!}*sA?#LKpT+kB-JReLr^9KcbxdWjR1~naW3x;O4*hM@r-&9392ugiUn$ zDE;1gwEepUSk#W7>`e<|p|UrQa{d<`9ZEoud{hU`qxyUJgx$p0*rGh5Y`y8|p(Ej^ zCYQA++vq&xTk(q&4z1Ck_tPo#sk0U8oH(#hX5I!ceXskZY}J4cj6 zgSN6arq)?Y?bNx%;qS2G;@h#u9_89qObk(p4=m#H`_M7(JEF%>mB}AG0v3*>JsiEy za5*+_@=J`3jXgv5C`XsxryTvgzpx(F)?JT+hxgI@ntBZGruLC$Ocoz{W?CL7+bmn> zNaE;!LEz@5_a*Ys`^c+xvyz7r`92tpjww$|C6B^>;o#j(R{{QKL@|LO!-i>>%5lNi z#i8m1E|T=)DVH#E79%biV$L<+&9{GcHvco+IM1(Da{m$j#fA2dpY8ZDrCM;YupdeS z8cN;Dj=mLO$-vAU{r&3u3nWT{mBl+H>E6IZuFHE8~5lL(Hvux^eC3RhomZKKHD zgbT$afeLi(&cqo^JY7H~7z?1w;Yojjsl#6afu^{i;RVwK`PGfk=@gE5Gsp| z5*1$xAsk_gHg)GWpw0z#4(8;eu}e#qomg+Mt;9@Uw9Z6FSsgoOF|lqI6FNGYrPr??KBWwdh@v?FcSgxF}aB#NGAfnJrOu-CITm&2t+m! z2p+!krkZs&5d@eBg7!o}bBfcR2*i;l=Row^6M!rUmyF^a zBKplfWk<)g!oJ!>y<&96G-^jgvmkXTkEKd}NLg0rkg}{-F{D)IaM;SjK|OsV zL#nUy9Yb*i@929vu7T?te$x{Ke~Pv-qKDbJVGcb=KzShO{~8d`F43 zIY_nHYHPE_+I*{JJ>99zmL5CC>ikDWo&ROuzZryztJ2SGtkwu2jCs2y*g<-E$`;!? zJft^1HwSfB+$5yqdRlIm-30Yvs8&qo#au|en8~T<=YS{4iP8e&7M*FKSI8YXJB}|P z3X_x38Y2zL&=yP?TCUR`d-zyD*d`fQ?niJqhqns8Uc&XffN480XX(x8S0eb8kbm4_ zRz8JYWzM5~N=r~Sr{m-W+!D>`m&twhJf#hF$eWtqYSQf)TEsC;iI^YM_Ce?h5-a1m zJG65z{Y~jqIN=m&f1uC*-V2rr2HEz?8H_T^kxiDPyfrFmv+%p4?9{zH%--42^02mJ zPrLWhW*HoN(UV&_qYcbdU;D#LmaawDHgm{%9riM8;$SulxjuM_eR?8toerAOCn-(v zvx3tGpBJ2cNv!F@A#`CFt|KR8&-Ris>7?#TKfWKIxOee&p4gY8%mZac^ciuxkiQzc zNiTI7%ac|!+C~0FOxPOFsL^YoI0L`H8r9aJR$5S*GZH5NvLTjS9>|wm_J?SQXGF4z z6BYRSw1Dk1*I2@GLL z?V{9os>)XTekwMc^kGB=6i|SRag?cOoAX-Pre1qMDaxYp3XP)x(a!_(*eBaV^0NowFalQpds#03apZW?rXZZQ^$csL-gUqaHWcmS8H*B zE0j0HYAp$w!Hl+oap4Q}ir-9-C3dXd)JvS)Ai&pGd}K);7Rx?YPq~veh@hbxdJ}y? zq|Ibah;>bp|}`eK<|Qw~j05Y8``O(Qlpk(f+*0j4hqg2FD7kTbMRi>4}&Gh@g5 z#~~Nn$j5_xw4KK0t5AQ>eiX<>TDB!fTTTh&o3wfTNF|9WfK0?j0Iu0I1(@3&cA$0IF4$^^M5;!YJQ&cv@qM(pAWZYyA zzAj84B-0`y@QZpyG;_z*aI;?$FOB?$Dk_KFfNb{m+1gBcVk%v92j_G@hR+Qwm#!*= zuoD+~T()!RePobI9c7X#W+O8r$Ii&1d;-yUg_(nO=S$CXXuG}usG_{+L%m2*r0dOS z{2(2^Hk00%sw+)r$9>@1=9?F7KJW`sE!V^O*HO4celX@rb8=Bonu^@x$I{36HLmIn zxm?qPovuAagwD9QcMrF6ACA9%{S9D>ykATv3ZfdRC?uFe%-d;)j?Iw+q~)*=&1J!- z@Rx8s^`+;LG)&O1T27Pvv5Wdy(PWVzrt_6Z0p(cS(EzT?4!Eb`(M~qP%KMbyz^_8442`%a_vW7KzBwdM zhQuMw7;`vE5X(iFWhWuRwz5};>geq-$5c_Tz?l^*2vtS@VtQx9gK2KX=V^!*22{NFc@oK3p-GtL8*Fj-!)mP={mmAh#QDyg z&1eLxV)R$rXkno6caP`e6G0NP9O)Pc3vHSho|^3-BV0!YfM;xz18ms{^N-M%@Ew}Kjb~l;5Y~gu|R;Opv zJK~rTYM06Aq%W3nfY(K@BncN(H_c^O1mfG6zZYwUUtDh+5zDyt4U5aT_797tnwi55 zUF4FmRBOgXBz~=@wdNa5OoV#bWe*~RMS7~BmzjK9pa1)>ktYxB(2%)AJ9^n=&mGEr zaw}5IkMidR@{8_5ZluC=F4f``hGFb>I0fuYTvn=RY=o=Gf!7 zvs~TxpMK|)KY#Ay-}vwo#~wev&-&@I4abRljGvQUb&;v2+7Nf^6&Dy09v*QWt{bpf zcv>Bzy!v_w*M@k2Nr*Vv3guu~OIMUo*l(Tb0w1rEGK*cp`{7t(C4G=nKNhh*;OJ+) z{bh6Lo%HWV**z=i+ka%gIS^O%=x^@aU$$W`=u`bi_Lm(1`&HtppjX{PNrCr}%4X^7 z`LBP4(|%Ituu$l2IhkCd=aDHVE_2=-o2;I2CTR%EU}KB2)%@05_G8*u-zfUEIxJQS z91_1wS6X?l6jHJ2BhIkC;R53+b8#-`( zvC8crV>CG*jKiJktH_fw=YrdnYG*ajr7E_waQo<`tov@dsyey_N0=j&1LU;JopFX7 z4SE{lp)Ln+=ouDQD#}3}oaIW!>`H|tKxa|Qm1cBd01sa&@L6#~EEm%4Sf?cD)Ox{X zNvsq)C2`JWQOvufHZ(5xcDWX1zSYwec$%dgq(VCFau#7CogxVK(+Lr?#x7^PT^>tF z!j-h-z(R!+08Cd>B*Sv`q8Ae8O7#L*gNjiSMnf!D5H)CKnJX0**$GlAy;^|uS1Y-6 z0(!iNd*ju1>XNciQfHf3sf@7VR)mEsUnpjv*?c# zMe3J%w>d0M7qdP(RiuD-DE~q)6VE-uJ+^X3XcV@!ofVYtW;Y3=FBNjKUT`_{);Ski zNz*#CFGeDR=_;Iu;mIz(jfb=vj6M{r+xA&MjZ=5XXF1*M%jJ&QfHuWU z1LqRIoV9(BrfxPc>8H+q#cYh}R!YeteGFAO`sz=unN`XgDZPV~$^H7g)mHVXD(k`o zM)O3q8U6L`aartzu33B-&qwZwZH%Qh8;5$xP})OtsUC?u8Wc~l_ zy$y6+$8{$7Ue$ZAU-#>7Jp2(Le#m-7NCE^>q$C<>QnZXmi46VnOS<|de!v5*Pvz%k>{Yubb4 zFdih~WZ(>GF28&0^$!42q|BMgW>-GuYjnT*yLGGTR@J@V$9omx>2PowWrvqrcxlbz zHh(c6cSZnpNRw9~4IeM|f!y81#0%hbh2Di_Kgt1B1M5DvKv72J_T*sjCC$y5+0HD4 zplub0Xu9XQzX)%uIhW587=*FvZk0CfRyL0S8X2}3EjaW$VIM5kX5V~qNL)@gPK|^n zm52a(e>9iCwa z^Ed-_svrwzDXJ4lx7#?b5{Hv5bW|Ci{p@+_IviBShkx=b2C?z??vEs&l+KAFAD1sd zODxV0|IRz%|Jkf%E@O^G5%s;aQ;~ZOJ89zRF_$x^jTWC=7E}t?v)fe)BqiGzd)#a# zbG75o3u5K*=e$VHKYLc3e}W9A#hib(oAb|g)$`BZ#`DkK`t#2obN(q1?qx@a{$#YDPeup$Wb`gR8NHiA$#5u0zV3W78sHR$Vj_t~W*eWs zggiBcJQHW&aW!&)k6*yCrdrh9>MoOVGpFodE2W2&b9OOF3ZS7@$}BuaQGn-sPCf5y zQ~$;cTx5Xr9{5@V_01edf{!I1Ma0JfgMtXBnes+Y;Sw6H zxu|mEDVyzxFC+)-Zoinqp`DBCqJUWF(Scr#%#Zsl-7p}i|EgS13+Pgc2yG%Rp^R!u zaEiSlaWT(bc_GhAb3R|q!eA3~kv<(X{()GjB+P;2#!LC)3Pq*a*C@zho{0<>=`A=H z;@sSg7kcsc#e9ux$sG{q^Lop$obOew3{NaZ)RvDYb|t-Wu9ud^)0<*Da!i2fLT|$9 zzR=6fO;hDhZz5oZbG<5UnoXVY#(T-doHYtnJiE!X)aGu(4c_Xut{f8FrtoKXv$8I< z)duY5ni$TtnQ_vFGTMrI%}YBUuIBa@Ya5^gU+x!kfA$=aQ}Ia?UFx9>MFtDbM_(=) zGMV_tW4Mir$GeMMr^D^kXa$WSdY?L`omQ0XaM`U?b}RCB@bCj-v2j3(+Zujy5KF8d zZJ{_Lol~vh3Hqunx{ps|9_4r|sMUSLbeFzmSZu>K4-r&0wkrMnCIYuI9JtjA!w6^h zly)CK#_cNQjg5Hup8*n`F@ba8@9tI2_{Y$*aGdpAyY67au!Bgj#@dTU7slGT)5hBa z;tg_M=EDNGg4%I-AfiJ%pB4#%W{$j<$TD@~qgzRGW7QBHw_iL;Av&iqD$jI^L#iVQ z?;dN1iPB+89XF+pwFi8Ng>td4$QH?B=JN`7i#6Jw^e;BHV9?sCGf(9lqQGHBq3i3) zv8`CyUZ%TPw&PS9BD746Yq#QBulRcFAEAPHFWj?yK7=HM@ynHRT zCqvrw1L^X`cGl$!Abz{hPFoR3|2(~Yd}|$T+K`xU=OKBvod@pGt;6CRzMKC-bvC!n zY)*LK>uA0`v92~(W9~h%jycU}A(-zqjlz{h7p9($B2OjtlgNDUuw3j=F3w+(4DgOs znY5sFlEx3&ou*U6|8?1iu}U!>@Zt@y@1ck>kBg(lBQOh) zV^$EL&zWQ3KzR|(iw+%;86zS5BU*jd8QE9Q@m+#Lb>roR?-uF1v2^`+4gs#a(6n>u zoz}??BN2aCo>*rXDi{5$ft*{%zno1Ei{l+2vrHGm`NH)NosdypB{otIt4-%xmX2#` zPV{1A>x>-GHY{tKwwrvuykgmlPj(b}SvzVc_siAgZ)wHyXD7>Fnw5#V(K0jksZB*X z*s>Eh4L80(3Np8;k(2Y(rmKOZHJMgWvkX)xdC!asXGPC@)i$2)fJ;cj+>W^%R|amp zXg=V5n(ZB$?R}N0y-S1f#JXgDaS}X)Ig0@i9*qdkZ(pDs+>o!Vm%Kr}W;d-`c|D`^ zPNMU@MOp%uTsm_{XV3uht7jS>0Tg20_h-4O{`C3abqt-r%vXq z&LcF#IILEMf5N$rVUSvKi3}O*v6+f`fjP3)RD@~k(hhE8dB6;Dld-50yRn(kVa$w< z>U2;ZNZvJ;M+awF%@1Aa;KbPzB8 z!FfYtg>#OxZ`AJvFMJ`{3nqC6*pF2$nXz`VWN3=$XqX~G+Gwt!Vu`_F8>We47(wX+ z>|p4|<6DVP&Tg0uj{`h=tFqlV1uurJNOz?zQNT-Wtbj{x0Zrw{>|*4=Hz=_uY00Wx zDgQisIERz+vV7Oi@hzw+FWnA*zijIxOO0Q+X* z>jERYsR)m-1!oV@%hA3#OZcX<@IR<2TKIaTy!f(3cO4h(Br?{)buE=RZ?ndpvjgqW z5g$835$K;Wpgo+N)BWAca6Yn`r1*o(U;OHjIH){~qZgD-ynJ52cs`;P`GcBLy}%;@ z9G~Og`KlGZK1}B>2RVF^6dyTIoZSbh;^CJh;XG=a7VWI^2E+?+tjNY>+b>y3-_hHP zLqv?l&qCrSHEIat6jkEY_{!C<8YQIpf_H|PL6{|V!RNlfu86?mlD(pN&htiRYHJZ_ zDi{3g_F~9>7Fjy@!^6@3fmk4NBFp|pSwn`ce2l~_Hr_e9`c5qW^97)vKk8cM*usrtPZd~#mNU;pMSOy`>Agj{=Ng}KJsct~(Kom_RoeOBxSH&Tmnc~KSHewDglt{nZ0+k`MO1>8MamtlNixnP-qe|nLC`*CXu%)wxo3KZb z>jQ<`0=>s!R}%3uMP79hvo?`KLCp}&3etc!RBUsU#-l&-@aUuQiBCP|sSXwo650^1 zR2{k`p=3IZF=8_FhD1L?)A388n#DHr+)ffdX`aSNUE(sqBJ2`>Km4XcQK0OI_LD#}q8vt&9W&HdQKeLTp0yqWcU6L)o=G~LP~^d`(>#X*I~^y0$&4P2IEirJSugBU_;^>myIK z>1MieMrd^tX&Cz~IR}f%I~aLtBM0|wH219=m96ekZPbwfy;E)7N~KYJ^ndcSH{;D?n2daz4I$s|{C*s*(H0y8OCfALR zfWlVeP%v>t^k}o|abP~S*?zJOqXFX(5R|hYZxSp+I>7hwEAgw~ynnnKD+f>|BB$Ep zek=~;1r|k|M9_uyPV1GJV@H+0(|Sd%E*zIZQPUbfAdhOswdK}$l~pTcAD}~zm_ox6 zBo^KeR`=O$ysHKt${D)Q0Az9#T@Z%F@T<+}*nQOn-iGs^?_}A+q zQN>#)7Jd+OVXJy>7F^Jub`|_-Y@$8pu~- zJ2~3I!N`bq>cry2@-cRE?&E#fA@YSr*d9cbhKOvwstSw%(($R^`-&Bg4`HPMZONV- zDY*YHqD-CeQB++)H!7jl3Czk%sQo5?+NU?EwDQ9*c0-u3f%g}A#!i#&cd9HC1CQCo z0ZE>fSz---g^t@vq>DpD987DzIr~7N3n+yksm!LncI>z2#@^V930VE9b-X0fZrkJS zb-!4|I_CC^OMbN8aJTo<$!@8y)0|LyVKitkQmw-9j*WOd~MXm?hSx z1^sb8Uh_#~zqXafP?~)L3Cu?+n}NM-2K=()i(mV5i;uQ!0{~}(GTY}y}Klo$S0A)pNgTa55D;*FBS`y|WoTeQh))hxD@u{svYJ2Te03x2=IxNm^t)9fl1$?GUG%MWSk1=?vD=;0(5loxw)lsxw%N@f-+@=RiOM{zlGVo^ji-*%{2|Io9W;@+~@p z6;?TeRkM8)XE2YQ!R(qdnBCwE<`E>*n$BQ3b7pp{&R{u}zh!5zOw}1IW1PYARcEk5 zy)#(uO`X9SC2>2>U^Ei{hdP7h$@?nP;0%`e?wr9gYdC|o+;L~H0y~5G|9zanax0v{ zIvbtAGUN=FXJ;_->(|{YoWZi}W6s`B#{VDAU>V~K#_<>A4AzBR;@Zw&*+yru%*~y_ zx~m7LnZy~)oMLBIJA-8sXE6MlID^@%oxw6|DLpxZb*^>>%QQNJWdtEj-P9Q@PtIU@ zvP}b(yH#hf7AB=6_Q}=GVEzr9!CL4lgfB&mGgu~Z2E!y9;m9LL4)3P9nW{5bOPw=V z%RdHZFu&>yW(4`))EUg@eW1^KXFs7huX6?~7-z6;4bEWZ!T|>wYhHq3mE)}~UxVeV z*I*{9#M_h065bi9V&v2vHRjDxV|w*9SY8=$@${ZtP`w6IEfl~7Z=261o+-ha)e2Tr z%dS?-=V}Feaye2H#zIT8?bvVv>aVUAj$6n{-QSbTa>;qVpgEVPo2dC-zU#-a{;zE| z+no%kJU5tosiYAeLvyGB)sLMoc2V)@)}qR&NHwYT;qQ=ze|i()*}<`AQxct4ZDbOi z=EkF)Cn&r}psv#@VC??<}7@0h;zZBM1XDo9rBWqR_GW zoH<^f0NmU>h)7i{#odhUR~}&RHTkE|c}#}C6#ORX)XH``KmemTe`Zhe%~)XhqXylkphJmDMfjVW&B z4%Lk}pXB5hj_wLp*EOhCHmKHC25JM))EX{tk2m~v`iJJzg032 zfoEu5T8GF_m%tQ;#GJ!%{)vmPZ(MwRa)zB338T#=kwh4hO;x{man^>Q=q#Rr!LFDS z4U3nDT!Wlpe82qJ^HrXaZS~*@#|5J<n#!LgLwb%w%j(EvonqP7U9Is0eZTaYJ|E zkV`O-48HLd4vep`Z+wL_>?^!ES*cRwH^mDT2o)G(W2<&n38!wchaJbKg(e!W3DYdFMvaf3x5AGNQ-)K5fQ5=mGAWUu^W|w# z^#~{LZsQFO$MEByJ8#9!K=v?NR`U(FjdEExR4y|o=eScW?%Rem=~ZdqQ{E_5jsW4w z{VkO4+*auhkAbP$7+{To*2foq@jQq@Nx|cJ{4x8v^M)7{sg8UuN!8c_hqh7VrvI1Q zm|Cc=GX?L!**BlP`9Yh+uK9M-8SskFxpe~QS<#r@)s1miR)l)Jccm!bJf~Xa<(gS` ztjzM}aRVkw0r}a%cZ<;y@KC-1N=vX}NZtgcC0GNc#W6Eax^d!%K(>Fs1YhYqcb;K1`0f6wlhmzLvNTR0I&c# z+bm#pOF(@%$tqQy6Km>)3&n(#0ThM8VTa6fSs#xK^ZXxJpf_%sl7Pz7MpyT}90oC#^;CRrAdrgM` zzvJmYr#4ZPA*8V@@ohvlbVw}WazVpxTR@`9Fj6F%BI!;TaPMLGDKZMi9fP{In%B=U zj<^!{(bok#;Z(ho30!g?!>gIRwG%Gh&md_IzyQKA1=$QppMdb3@UM4*MXH;GCpc2#cnpG=7&TXh-~4IIAYhgDf~>5tuWa-E3y^lgpXkOR%8q2ZG-SS zpJbaO_ZT1UF%22>4x2P&9E^6dUrbz|Y{vxWb66zeVC@x2?}XLfY2&Oq10_INAYo%@ zp&U>a$aq#DtuT}Ybi3aMAU**nyq_nbEeW;++iv030V9wRH&yC1cXm6gqOmE{1>dAbVkf0>urF?bbdubW9R40AS`bW=6zKyc{7t zIt6|F;~ibVH%b18$S;xb)*O`vFkeiklNOwdtS&{?Z#=&Ar+ArehslU?2o@i^Uc$`J zDnW}6;PNrSm1L zycKAHi`zczUrZCL6nxdMk|tr#3G`!E`FpXY+)LQvW?G7m)Eb&XL$EY*d+`ZG00?em zE(nVsv>0**$KO14RbUR0cgz_P!GYQ?YIlW*&Ltu;0%|2Dw~VY)>Ui9RMv^$gi}zLa z1Oymn$mE8^c?UR)s^#DiST`y0IXn?e>a#O}#}3d~Tm=rxU1HE!Pr4&$%6^8=LY~&- zfr`84_2KV!ky#!IGST^j#R8!@&Wy-UA!J^7tf$B@5Qn7UcNZ!Mf47T+Hhse6t|BQC z2qJ!E*h5-gL2RMYG&ukmjQLYZP!!ZC*jdOp<=rc+s0+a4R@BYtG`?o82XHbT;&wXB zjF(bE8$azfkd6FeH+zq^X=37g`hZTOk}CaFw}zRPdb~SIQC<JABq(Iw9j^gS#)sV(zyLE_CCGCx2llh-cSURzrI zS~+>`Snai=t6w{nyf#~V?eyx`#*)`2YOjsgzs8d-p!Z2=y( zQ$l;Bbeh3Vr<8|3x=9~(&s3>Eb7Yt5nNr>S#w2}(!6L|c6ldue1upZ0^b;~I9T*Ej zLpu<^@?w$TP5WsfLtTlusu@NG%?1w52j?UvQmmmwR|C)4OuT^k<|@{magUsk@QP4g z_}AU0*=|(~&B{sUkPPP8jFP*pVR6{y)$>HX?PY8+g^)+u!<=+v71#8XS>Mt34llN| z4qR6ywHPN37=6v*xjc>DfH`HxOo%wEcN4GPQF~0TUUmR{DS2(V_S)t8*HlKeKF*FLE9V7Kn-|1Q<^@rk7sO5G z1yP$9#7*V}QJWXUP38qrn-@g=yZ~#9XNQ`_^_T&37pye#u|GGiu<;l^k&7UFwU@t| zZ2hY9i^WE2a{urarW<~3F?nsN_S&TtuZ4+#%q#g-xtvULIbF-;)XKSS%GPUPLSqt` zvWwxdEm`qqrG0m0(I_=#1;)rf90#<|!5OqPKASS0C1#V)wh51E{1D^9XlH#OUFqi_ zraMDKjO*fkT2x&v`dKIhtR~5wjTtNmg_|y-@par^46p_m3lEFDWKunc%{Ds0Kz+mC zj}*DC$Z#mZz;`&w~(gyEu`sr3u(IFLYl6( zkY@c`NYnWi(saCqH0$0%n)bJlrtK}HX?+W6S^^%rZe3Dr=XsAmLcD9VHuLU6Qc_yJ zpUkz8-9vx}^n3Wno!R_b&Tl`>3=R4HhmLGM$Tr`}EdRJ8n+vkxoy_uFM>ZQ|o9<|q zo!KC`v$FhRM;4^zcQVUwbY{~5z|QYnmS5_~`T+oo?p&6C(veLCxJ|xuSuS*By#O1b zJD25`JF;$o3)efUL{0$u>N_}kI+9JfZy+r>H4@Cw90+FotYy37J5ivdP|=vx+9Ceq$EVPj1Z= zQZAb}eZ}yP2UfgDSqbmdmna^5o0`#1U@5tL%*EZA?*?iVLI@$bn_1j5yA zsx|F0eVxT4t5d`~qWL6P6Q4k+!{)Tb4%vojf~a1B$4=C%vPoV^Q9dmZ9i|rS4I7|$lBo>iFdvhs*=_k?)oPuG82`N#er9(c- zL15^<4MoXfi*fl@c3jSY1gnwOaEo=WX%9PjqDnG+m@;C&3Oj~+dZ-7emtCSJ++uyP z3B|2Q;1bb>0YrAdxZBS|vMztI=>yhJ;Pz9Oh*C~6JG zgp=>2AQmpg=Ai*#hVZ8cy2!;=C>dV!6nV*7&LMml5I*_vII-=<7G2rqgX(ZX4yiy{ ze2&h8n2+%wI_5y4^A2bd=@GQ(={-yq%l!y8mB-DoY8S{5dnc7B#sYIW>dJ%ew2ysuFLZ;zo_OS%LH<2Kz zk%%qRNt?NZ{wR$@lv|f{Q?TL(`Zl+s)&UFNXIdSHdxNN19G*vMTsjQglv0_;;n2pz z(;#Gb@~<}hezZbYnp->vV!eocT? zRGAUefi+cZ90M&px}545=qZ{pFv6MoJY#r4jFUt!{ON%x1xpumo$5IJbk41*Y1XKz zZ`9L;deT=A0*^*13_A!r=dIF&|4&bm*;|_; zGxbwsqICcN({)AKz9jADm1*e;lL^)uH7vHP7*LI^JO0b7TX*u8tHT@7S+Hh#5!l7rfOJQH zGf5|gDU`NvNIapO_%*>43m89$t4^TE_tB>wq73Cie$y1P+#?)5P@QlO=%5cE#}W%p zfSVd1AH$b_NvI%+hvt0=l?UJw@*uY>yjwy?2tHvAEpIDBZK&~Eb2VG z`Ga`&FYxZXWQgUnc($6f?vPkUNzRbCjHho(PI0mEI6O9pmo*z6ZHKeL1hyz6_%vR1 z1+i=QmxScpFQ%M2vZ8=)bh5@Z+C(eTm;>$#RbtBFN=)FHrTZ5uJn;l`lpj%eW0pLl zSw?5=s*L9BIvE}QyE@s-VMBAKUUZOF%1Fp(36+U3=dwuR6ay6uh)ZHvPD2POlUc?H zCtW8Tn?g!l_7W>h(^4b zXc8HmSX)F8P1=Yib1R}b^ZS2xBh^Y7)$)yMIYxSJo%C3Ch?hy%sn?B_%c)Z?BfE4} zt(-SetMpCODoyd#G!WZ(Acmy6gtnZDQ&`*sT0DsPD&S*$tI30oO zOMLmt*UaQ8l;Lla{1YdMPha_(g`wd=4sc4tg+8a{dpoA-9<{@t?1tndh~dKzce9He z(XfZFb(7~BLFmwbhr%med?kDBzsPX3o7kWqxpwW)weTmpAv*c!HTv&AT?-F)GhJ(v z68PN`H^~UW@YO)gARSzUkoqCW=II-hnF5gPDcbQ+O*Kp zm@5s+#tIQ0jv>1Mr!hQe8%leXOM3;HVo|WI8G%}Ybe89gBfR8<>~~Ld#1PMUamWmbT2=v3y~7ltX&K7VX>@wRNpyPL zsp<3?2{oH?8r2L-3-s)CVu%RV57uj7wb%6etj&5oXWvk-FNvC7Ptj@t4!imSXJs6sNfj;^kPrf81FN-ScKCY9l;oP7g}?s36m;h5k>7x}8D zVKM6Rnn&5XCKn!;lAPB>_+M=^RD>C$jZ1B^h6V8jnoSPNT4(}KftL|2G;eb!oHg7} zS4d{mMwE#*9(GL|FL4_eA!e!|w{Q_j&QsSeJ4J5Y^cT>&ahF>+=5p(n9dU>%3w5CY z2N@ypS(~pFBf>47x8a&iUWKj+-^SYOvN>|uSOH5$GM9{Xuvn8&U2V9!_0n<@Yxa_; zId$80PTe#ooe(#XS=m@ZM~o#zMpPoZ*|lYNfn|4oh3w87?WmJo-K@#dIxX1EA4B$t zpvY)rpqFVo4Cnk>)2o>wCe7HgG;13r!M?UZ%|UH|NC?i)s@q3cD~!EMbrC!0zg&vD zD>4JQA(32_h_sO=d5?QwLh4kNzR)q})z}0YIu)WJqD;LNJDR#o5vl@{ySjI@dGBbE z@2_hj?{B|t-tD!`3s`@AW925N?=Ih|9Q&(3uZ!TEZ}{udf3E*)>hJ3Rnoa(?t}hdS zEDrwSE|KS*=X{DCeN(81G;LI&GNFH?zxce_{#O2L=!i zO93;O2)~r)z$RG+xcjWFWcb=%K2Zd{JH=nh@DsbRNGK6+{GVP#TzZPU{r3~UH=^xn zhom%6R-KoN^d`Vi=D&v=jB#-0=r%+KxGDv=9u$vEDW@L5zEKXHoIVKW9>Sk(U{Hs7 zN^S7tE0-3mcx(9a!m5kBG+Km7*(RUR@F%)Wt7g%v6Nri$O<_Ex;u8+m(CZtz!yp5_ zzNZ^aX~96zjqW{^A(lGI{1OqckEN8qgsg#;wCy3*c}#&*9)uik0}`{RQkWhu<2ON*cq%^mR|_U%t_jWY+-h#f&u2OG zid$i}vMH4s5TmJKx!|yqdxNfIwY{Hp#gAlT%}=;7`MFcW;9|?VC=D>rcoWwG(b`5_ zNHv<`=Uhs;tjyu@77p8+OEFl*2-h!?U_nIKSgL3O>JFzkNP8?rKMHOg#cIJ{*yD)3 z(G&!IZlIdNj-8hxH%SQpR)Pd1ge{*);TogZUyAFF2+Th@;@!q;w}8RzCRo(mKkar?ZlVH=+uwpnn_+c?wlMAz4Af zsRANhvH7af_mV!2OV-CRX@=wpc{LCdGKrl%d&%5Ks|@X8&*Sf7JLzvbzEt-sFcHuE zRq`wA;7P~mpl%^IWYWU%6l)=x9-k*IMC-ZzLt-pdH!>ho!J242WKZKKAR(n#zK2tF zTCzyO!zt+X`SrL=5X(~WxGYj{j!RaD382D-|BBwbWTd)Sl`4goUNBM}byrGt2~wTE zZK=+)RO`i3Cy|D6dAWXEl0;}+VrSk`=ahW)UQe*kcaS1O59^MVv zDNhNbVh!^f-PtQr=^! ztASimX-TR}l0=@zB6gD=s4Cm|w-RNm>fy@nSgD09vT&@6gH*?j=8dH|mi(m2 zn%hcw-%2kmIz_^*oNY5yXB-HPlIBNvcG-^8>0SJJo6aFxmM9~V!BGRFOt3shn5vAx ztos>>b%N1c`!zu+ZEgUgbO+=_*Z}$H4#??n4ai4u4=IPdo|hjbej!bPJbk*A!VD1A zktXamKdjtqpvchYC*bjGH`I+)0G4JNWlg$xtv1I1DMs`ard zLZq`2A<{_@B7J7npf>L_2$6mbArgU2Sa%YHNXk3%8xSH1US&DWSS(BQmqM#Rq63r! z?8RnXsFn^@4RMFHbcYA5*&3Yz`cP^FL5@NuPVY7X&8`5}E=LtlA9Kh6%0wwX6DMhv zdQS)9ZW5qP_hHSji&}(wQBcG(#kW)l=eo~XcI? z;!)n%d1Dc5SRS3-Uf;FR;D>2`x!W9`RBg>jvgsbfNJ6b=l!OfcAx(gucU0g90Z=MF zL=|}p#W8OV08-DC7>d%jZtD^2bP2}o!;+aNj3JSR_tVRuV)sx)g1-%n5}4~-e_;cO zt5HDM%XC%xVq<}s8{^Pl5oMVXT-b1pvu0V*h;gblmnMtz0&*wy|MCT}7MJV)-FTrm zq}2bL;4(m2BgRZeD(Q!+VN{B=YWqaVLN0pA)1adKVpFsRuR)5k+=G*fBSx+hTk@ml z3$m1ES|ipCv&8X9d33cX--FYun&Zz}47{|$(Kb)(ET2J}f;XGF2(g_`5o(-a6Uc~N z!8DnAn{rf2_z$m06O+99A6sQs6Ym010uTi*nBVs@Ox$zvP6SysuZk-S@KTQ#cU+_MSFw|5C~>Dkl&R0ylUK4v*H=?2YvGN&rcCI8n)bDu&b1fe!jf5^&5e)fJ=iyMb#7W9 z85EbF(+Y!;7{InLgG=HoZS?{RfVDty6V zsGq1jZv_TCY~tWNTm|^<4tHt}I$k$3J7qM0{Pq=bn2MHmm!@c0%s=O@fshwr97P^?Wj+6Q6jedhne5_ zc#5rgmFE6Pd*Xh1YHrK#%`p*B+I$K~Uelk7OL-be(k8UV+_($zhYz<@68<{9B=3au z!(Z?Mj6WE;<2667OL^)^^6SoJaLIS0#vVWT^2DsXMI`vv6>f)g>n_Ug)=KmL9k%$> z-Cnq@Ja_%;)J*ElClUM>*xmyqFSoF}q%cR-rcAyu_2FIm%}e_2T}5oOXes%@iTv}k zOn9?0FySj8;j1^nx2w=k!eo(`MtzQ7d+uAsrOdantB_w|j$di+TgC+trs5{~Z7$iJ z3$Z}&Vkh~nA&DvdCLl?eMHhaYT$$vl2N3vr<}XB0YG|$WTpW_zEdNU9Vg#_4{oOyy zaXbH;2o9FAe)hg_pQuG$`7eFJQ`_RBloHmk?a_i5Ii3VUH01PPB(_;1Mv;uSJeAZ{T_~;+_6Gb`B+Q$;CwVAy`Yz2ye+pSF z0nA3DCu+&v38IqerDE$Sbu9Hp(5QY{P)$m{=()(xS+tz$>?diL6WChmo8~)F2Dw;} zbQwhcS$d{Im|M-gxV~WY@VJ%WTT!^praJe&z`dCGP_BlO&CFTUF8xOQn1pi1t4#hW zN50r;xqOh+)m-S7{E(RV1{e+Guucs1MkKdUcBrwdn?n4L@Hsuo)0gGRSf?>bXGr+DOQ6a-J4Nv3%CBeuy7 zVE!3%`~Yq#uHb)yC0a>Jt&-Ww@ml;5FV<;(1aY;qrdYRS|!K0y0| z{~A94GM4}unwaJkk`i{$Nf z^6HsjW1b3;T%PG+3QR7#Qs$y<_?N{a5R5CJ?8;a$OT?^8+$Liob0N`EPm(>h-1H+{ zNPgk5L7{GGKJ&*g4qxx;H8wzV8vXItEbdR|Vfk9CcP6&s55qSm$tHq3pz%LZ`6<0i z0ZLQq%<6z1C^=pg84$`{P8uGPXiB5c(iYMID5e1ji}2LIC`P%(Mq{|ky-8O}+$sp2 zshLXLs%kEBXLO;4lGQnMNX&JXsx~KS(K!E8u}#&v034;~(l1G$=cG5vGsQ=&)Ewo1 zo)VWrmD|PtN(r%_lbpYe1@TmxJlj1Xoqv`gC#0R`)Tc=}N}2~Q&kKbFTAXN7T5=cy zrQtf(0HS|+w%aN+;U$23wp5rsXa&hcrHcaMIb9lmNf;jm8lK;p%2jatS3fd z2F5l-f>!rU;UpQG!AlXkF6DaT{0A_8zy<`jl>&yo8T=U14|Wlp%}SLM_5;NKBl*II?;PuJ1SY`B zRthOLD_TK!f$&CF3c3O^AgZUfRc08m(7->q+)7Oo#9;@#la<00Y}y}lOaA6s*jQAM zqorIPgZ?d?BxyFdD#2DVefvCQ)*vf|H^vr-!!-CPD}@;7&!;-y7Pz0{)GA{u#35gr zc95goiCfa+QQekO=;(j8I>L_`u~}CMddQr_*KKKqPO?&A+Ff-KX!-k3X=IFdG|W-kU>pZtZpJ!G9Gctsw^i{Jr-@taNgxO`TsMjX(@}BWjKFS znYpOW+s8f6WehzhlU5(fs9xJ#O&@#?|Er_^R8?^*x~sclzs^@bbRpOBM+9}g{C9!V z|JeU)qMG6St8R-gF-@1*gsqcm9rAxon$AacZT(q_O@3TA9s7SaT+#o(R^PVjwp5qo z)gF|S@f~HzevC<%Wf*HI$@;%~PR@^hi$SLAGBb9X(s(MT%T{CmFp~ezsGs1Jsi^Z- z#S_JtKAqigF1~H~+d8Yn;@}J;|8-HCq$F?Ce|Gj2tAoSB`O-|2{S=Cq&xan$PP|PZ zgimyS+FUhVFYjwo7q#=+T+uxoc=F7~$hw1D*R94~|9LTGe;L+BU+C&T}t(yPJH@;5*GefQ-lb&!b( z`uF7tX?p0{|9%Mh%*-YeV8*_xKcc7Uce=~HGKRjY&bFbG)sa(%94U`)V+bv0iLa^# z_f`-`%QB*fsjDBqwTc6=*}6^jeJ52OV(PXuSBWF+_IA$`RsYl7hRf8`ZfzfncvYQs zo342sJjA^(?>kceJZUMZcqf+6ysU;<*JG~fHl=ARns~ze-R@PKu%g$vtFVLu(!2`P zzIAK-##S!7?A0~#bboY*Ael0OF&7O@Ky$f#{K;elt(Ws+q28$LlJw)?x(Y{o9VcIp z?aJ#znQ5?`7-k)+x&l|;16NS>$QY;D(T~p7Ps8=t#?;R!0-kB`gIP)u({LY9_nK;i zOx8rY>am+@n1t~VufVleof(f8mF6{Y-y~CA$5q!5t8EeUV|CQZy@hQcu2zGTN;2l& z*cdSOQmqzai%OcQP}pvkXWL#5S&$$n-vG=q=Iw36YdWn#H!b&58gwFfIl+)t7*In2 z_;N77mLx;PhYksF8s!zrJ86FK$46NWQInG zO4}L*3v5YiQdma*X~L2~*W-MKn)P8LpOPjes%j=V=W3dF%Wqw_T;{#3Kfz40K*4s> zY>MtbE;9nr@D71k=7xF|F^~c@y#?*i8st}4Ur1zSuI;rj=ZZ+3-Uax`3zM3hjVt%Q zmvPYT1P3!;m-psyl4dv< zuQ>x9H%6zxS?<89cWavVp94L>Zv4f`Odsdvod;z?%6l$%)oD$RtP6=I ziuW0_uldEY5iopniwKF0{t6p(LlJia$f}{PC(i`AgaWJUQ5aa;LxA!tmga03tpOS* zrYido6Ux8R-p6EL$sErQap@0PrwOqEe@OKqx`r9AL+a8Oq*pS5-GkxOL5wir`EgEM zH5Cy1NgG4IFyOREv8QB6V{ztTyAHCZwmk*D4%J*0QtU7(cFsb-{dM^)B=)oSxR63^ zKT023&6-!R^kB4$xe|LgS;y&FU|nI!CfJzTAL~NnDygF8C>k(}Zek%*i+JKnA+&|T zy<%Dpom$6|^vG~fH$4*T(KeD^K%`;~iflu&RgeuNA7 zmx5vpp~o$;R&Ek{GhR6VgZq@BhL$K6uo~v`LhvcTVP2VqAykxf50Sr=jJ^cw5A%l# zQg6H5#bCn|$19oSLfV}~CXW&YVmDK)brPv_w!CO~$W|gM%FcL8REH^`xb2X&`X@Z- zBX#m%at})&>c4Zf*4Pwh`@u+YL~53~w~hPFhh6S=zg+HO_weiUEem7-DZ?{_Bu=Vt zGs(jAwnFJ$474gMOkr$DnXPnb_Fs>O8U=3DyfxOmHQJE2!8%``UwMHKNye7g=>(n! zkV`2=Ev%aVbo#k!ual6PSz+|KVI9_Oplg2&oTMA@MIk8wTdwFv7rMZ-GCxAMGKYta zBl4k^Ld$ZI0@J%dUKI`uBo738cIH$y!W#|M>%_G6R96zwK6{8dTv(G~NC%7bKM5BX zTyj-nJeq*+4ObXO9p6)cM{rRi8aQ+a6yXr8<)#jjazLr&PWK-(>~MyalVUJuu=R<~ z2FV7Kp}^N`vb<;~DA+8791sMff1{Yy6>?lfc#cE23%ZysX=X21LC=09Luv*97w~nv zkq?GLk5gkPCojxjmAsBX%qu3|V()2jjmhOFw-}IZQ9u}ht6*bsh-cu7>9i&oDnuP7 z$uS386~rk=Q-O$WDDqoYxv0J1Qs^WpPGOughJTXv>JR#*LsT@O`VBDH)>dSTSngOi z>fRI9Vb0Sa=CpKjHp7mfsw*Mq>htfR2ap?XJ-TUy5r^4pXgg>UjME<)FccHk>E4&w zj6Fw{WTyMMaE3gJ-^o)Epd(Z}BeyeY`1b3?`FFPNC~o{k)w_w@jrbJf)A&c#PPuar zY5bifJ^5Qhh?>OzY3J7WO<9kv6wfSCK01`iG{jV@9K#J4h-oH!!RI(Wm_)6- z$VHK#u6^YV#}Qgfo;N1QdBp=9Pba7%G%kL8{4W-9!* z#}0e5a9Awxi6s&GzH0)|2AYUFP#8b1JbSHX{!MJ|ki+}Fie7jRYP2xF?*xtF;?6j3 zf5HGMx&eUY(7muaH#Y*%+b$~=`mF7OsXON&D<4xqzBod;P zzK?@m$PuWRK7iaqjdEahfi4xjRDFFw65_PCtPZ+KxSg40= zB$+HOTNsE>&=vfiZDGFE#l_9P!{8lp%AtiRRk+L-N@J|>$SVnId~xo5qgepQx5=`s zDiX5E&5B|q=q*_hXCZs|>4;#l<$|^>G?wim_>ek(c(eVFG1I8<4m+m=5=VpiH%KZ? z3Bm7+Qrlg^86hzx69>;^RnD|ZPVxxx&f2d8_0(YQ=Om)Cm4~<%eM?VWELYokfQz@) z)jl2wUvI>3T9hI+^4~wvx><|<)cq}J)e%>Q-u7w14J@8xpQS-#Z;n382S872|3!ah zvz+`%Fw+(!=&Fshv*?lNSV;p~NjTt0KT`S@9fG`Sjmz|KE~EvEK{q`(Ea)-lG%MX0 z@`~l-#iY~yJL>+_K-&Q(7-6nKKa$OKboeRFEt-hg8}Ia#Ix)C53*6;@;O z&(1Y`b3etV;Lyf%ZpKj!E6quM~9FAov=rB17(z-_gS z^K&#ChS(g#*-I33GPm6Jm!kimB{?vh?c0p0VN4XY^r}^L_v-w zS>HwBCJrvwqU1<0BSWy!S}R=w(aGra4T|QNc0597 z`Z<2}r|jM;4@PRQL)IJBowj>E_ic@YU$V4zK0FYylEZ{v8my>YR;f~YHfmdo1b-T} zZCW$x;doSz->RflYea{^$r|_RYHZb-B%Khta zG5!;{S?f@Byk?{1E|SsZUIR=_g`o45ZNT!Pp{d;aV;oVq_MWDGzAeh{LfK=Zj5=A} zMjez=#beQvRiIRl$1ykdDr&gK3H@`AQSe}AzI11_H-ZNuBR@_bmKz+&4<-(7-3wd4 z#oyjAYkwAIP>={DMNMRy-2DMs!!*7hd-elEZ-+M{yo6~o&?dDzg7Sg`?t9IrD&5Q72CDZIvNr=2Q!UFm@HkAHV_B@79p;EaF`5 zGY9q1f_&0|&*?zyN>onKv%`|U1RDjK)%v&|El8^?W}PPGhN;RNf`-0-(VIV}@ApXC zz9^5vv-U-`;qx(%S=p}`H8wOEYs7_AW|F24nhEsJ^f`)l_h!e=1BslZMIx#(4f^aAEz; zOU9$|R52_gbGzxiT!#J8UdVQv`QYbm@^+VbNRGfq+=`)1R2Ij$;b?$2V@XzaO0}cv z=|FwA&unA{bec_+3x8qjZ}cbbpI{JL5z`Kau_*jK5!Ydsq=?n@u_`(=$x+Or2j&30 z=~oVAkJq9wYku7WxJ>~Q?Cie~l1b5TC5{O}*8Ut`of1;7oXuHbNt6#Knp;tPAJq67&wqj_ z6h%&RANzSI!&y0YsCQ%?HTdda-y%!d6n7M`-G8J&E2W=gpT1jsZ1MzqX$LGC zf@~AkM#URl5ottnYESl@A#=o)j4q`Og5X)8KGmp55h*PL0yv;FZkK8{iiI}rF8mZt zbVZymzc8Id%)Z^_`bf=_zIdfzoGvrGkzE4@B}Ye|aGAkXf*L80t2}aGr$j^_JSK=G z`+F85^ILJxlNAk=NWDzbk1kjGfSx&PRN%s!&R|Kdn374*Z0nYdG7UOxZ%C>m*VD@E zF5k_~ITi0_!D89#t-35yz*x{5#LdZEq;+UzhZUGxL3JzGjQVsJ6>yz~vrDzd4dB}>}~rY8=9%Fg{Ibkl3A8bhev*)lh5#EEep_VsJr+AeWLsDI@Xe)1(8gbMEo zgJCugAcUYb>o;Yrycxf|U@zFx2jQ8et^7S%Yy_S6Zy95bbu*IJN9|dwB)9t$zah%e z1vIj`JgvDaj~H+R-Av4tIzz?@&6*I@PTAF-%d797ID0eko-dQDZD`JS&o>e4EXxZC zO2SMwwIb8yGp8+>Q?o1-RupvxC#Y-sHi$~ojQM+rH{0y1klT2)9H50{0|7DeE^`pMeI?bYUTbha;VkSgMw(M~zVsR^~HDbxto2^3cacWC}0wMfT zo`ftg{h5QBy7QW$_jluJy#5Zy5V``b`1*Tdho<1i(Dm^Mpz?%WZ28+)K>IYd_m_n( zK`eI;Y!D0$Y({gxNz?1biny7fv;nirAx!lxOSNR)k7MAGJ?UcFyjrmw096Iwlq-`T zc-~}Z2bJc9bp<+S?9Rbv*7WkmG#1`nyri%=^@mjj9B|<8ZmJ1TCiX);M+pJu^C1-f>gnnTDOE>a$hF z>9}aY%^(#etlfC8auKK#4coYSph=)GePbz+&Wk*|(nFm}#$#jAQ!s(TLL?r#s>$Y{ z-3WEj$VIzb2UX@@FV*P)HE__v+nBU0YhIIJP4?k{V0t`6v(IS?)lkK4sf=s%E)e`g z&=fW6Np4Y|+8>I4z^wpVkZN%#_HRrKIHwjVG0(MB%tA|LwDpP;B*e()z+!Fo-MhCl z#EPdoQ}yj=#j@!khb3weD9B^W^%W2<(C(8T7-7L>-QN}GINB1>11W}?C*H^I^JDsW z=w#e#720n?xWTJ;xlioDRiA{+$5@PB{p*X>7^TR~*AbXmLeH7sHZwh0rqg(TP%z1| z`hkTIs>+?|f2pwLx)>s!YT4_&Af%xmoLQWyYKKQ*v^bpiQUF!OQvSe)_R@iXg%1#a zRsYo*+d=Eec+R3e4=#c#jVbQG?>Wg3SB^S4i;pFWPo^psREW@n75dU>#OIPQHZ1p| ze9d%i&DL#Q-Bn+Cg}+$FRB~q=a&6CR!AsX6FXAmS|;x?Xt&Ldw5BYhG3W|)+=%i0ML-C3@R%eX@!sBs{Wl% zWo_&Y0;MJ!G}qGS2-o^ccJ4tZrS{;j3H*n;uAU;UE8=xbs^3|Z+RHHaNR!TRDETbK zBam_ygj2>a^;l2Z&~HKolYG}?5Ff{+c+wWsR?AU2r8hYC*6z~&x1$T?5ws|0H=d_? z6}pUrYqy%78HP2*&0Ci5p%_-`3|>5Q)FFnNZYVUL(K2Y<8l!1F_yby?=W5h(h{il! zl1VxQX5=^yMz!1aX^G&ZUqo|i#$B;#(Qu3$k7T`p%vu?QOg;1*Ik%vb`dItaWen5$ z8}~*{6x}lpf82V8&WJMOdLk|jFYxqFUe%L?{VEbkE%6oq^ncfOk;ga^7PM>sQ{y<~ zk}8->lR!9$8EzH*-1FctD5~*unkYeBD2A*UGx*#{DU-9zPQv==CCl>9tbtdSf%)S# z?7gPTzgp<7tN1HUwS2T*lodXlZkqzRdBSFzQKyXjXGo;!nNBvK=Ma1+pnnIT$9^*C z)%A6UB2K;CNDG^WnbPGPwEW?-cWC<@2R*_|Hu>+!XEaVsVnR`QR3c&` zhi{Bp_H)+`=4F^f3{b36(01vQ8-RjcorJ(X*OFG?{{!C(U?%cm$#C!QRb(Oh<)6cd zS5U+TuMQv@i3Vu>i*)k=;n_gZ_3=@=3Ckv#TtJYXLxVMw7?cy>ZASW{z3Z!e0YPaG z5Ee0nZnEYw(vsjY>;=;goA)XGs+eir+}mvBv6e`F=cpRXWQ@;3xBtn($C(EoK%y0b z)ZoiRiTa@%)q{loR1T%nki3!!3tGjj#=N24!+m<82h`}G_4|EK(c6Ut2gPi+^d4X? zk(D>6&`hkD@_?-Z?DXM6XwA~WC0J{?PA{QlC6-)D8{DE$Te~{3OjG|{uKsh31=NR3qj z;s!xCPlLmGiu)!_z#YOOsZpt*;%44WSZB&VGu241qQ%CpDu}o5Xn=7_TOy9kYaGf; z3!_zXtp5T33jv=1FFtF$LB>%qEre>^;FZUYIY*h`&Yf-DF_DIq#=|Q+q1xz>kG3JC z{Ab=*X8S$1YtW;A;QHs9Qj@~d`4qSO!JMz&PA{Hg(?$Rf6cPB|X^S3WWf;KPRD_aPjP)^Uj6`Z)fjz4*N-bGO$06}yN3 zY_^oMfZxrL$HYvWF4qp67h+$aLuF zGg;I&S|$a~cf4oCnTu1V*3gPjqvLjnr1jUcIXCpdh$E4B%4TCf5wsNX?4K6X730A% zYxv0yfzrVht#g4^NW)u({?)CvU#paEGHN+rb0eo&!F z2^W*%mVgYd-jjvQ#^Q%+yY7Z%UU@^mx7Td&9RK6XZjiv=wksph zEWZ?Aaj_}*mz(n`upg|$BfRAlWVAAl4bTitd1*hMZSde-L0H*m^`&pfA_X&JkaS>r zSn{|t zsnRb!$N03j&3HpnNY7JS{~8@0IUWAX5bYbbu$IR`CBraGw(i~Vq4Qzt^6C_7Q53~6 zt9~D6UCm^e(j8NMG@)*0sTaTb`&U$LtzDnry^27nl)FV7I*+EAS+_&^)7r}9@~Y)i zD-qvEDlA1D%GU|zH%T5eNW}c%LG{ZR`$=UF%-*ft5+%poWQdmWf`!9;ySvt}uSuVQ za5*Mub}UL&^aAq0yAUadgTK9E71LTO^+QY3EQ?|+j`xCPJ?1iHK1vellaFAmms#TzG6BVUX}>Jib? zN6OTIw!-r^_`m1Hzncf$IvC6{`2}I$>005yyMY;%h@9P!k?jHnS-4T@i(GCzFEius z7(|1)dNe;KPEOA2m+Ge^&__$(NDObsca_@cO+peV^rFjlQp-li(8%KoXM2Cr#`*Pz zAon2XLJGf`{d_z={lNL=OoC!rIzb362;coQ%7GKa{zCRCIyL$fLd3CT@6_@b0VVv? z_b>ddClqa{{=%ZCbQyFV3~ZYIMFq@$gqRX4e;>Pe{wTV}K$m7Y zFEcBO*xV0WDNUd3P>p!@K$gHFQGD!Rm;EUIZw8#0(!FJLp(#3!apA^+3ddqW2A|fP z$B@VvWtzk*4uz8LpGGPFF#klBirbfU$l7Yj*)@)LHimk6$M1-j83++PI@t{_!?`vL zgK@vTgohJ^-0u8ANax2yKl9NsDb}n2ufs;s`pItnXI%pmwZSee*XM?pJ>A)JJBZQA zHpS}%b$#5l^;r-J!v{N~DA0B+qdk1w199Tc_X-`UPj)Na*$8V~qaL&d4L5@`63oKW zkg8dKKKh%iQFfF@%CauJl(;cF_eg`F^lFfdJba|r!X4LjjFKH6wXs*xMU7M+X^){30{R?^@URy~<2b(5twOqC)-k~9OqItW zri-T1l+OY77?CNFz)w{QRHt|UXB)afi;{B~m_7$K^UGbnC2_UX_i`8+F<@S3~s;Z4C zGf>;(L;p2s3QoL<2}s+q()h_7v1F3V?9V`9VpDTl^7!;K$$9_pQW}=|a+dkbBoj3Q zpEFnuH83=R=7~=-cEhG*^*8q@@!x)vo9u1+k~iL*TW16EZ>Fljt9{o@robaq1#=qN zuaZ?qr#Tl)+!KZzpWtt4??P%#)YpActsVCaM_uL-FqjQk45~S zFzpBlu=NG9q4c_2JbYj0D)34|c39ir7&FVW|4ClivmHzoTwD!9T7RZ{O zw6{ey@igj>16ju|)>rFi2nu9Z*Q=fTJv82peCJrA>zP&B^L&<;A9m;OW?D8@)oYb_ zsh(ednJmKS&O*sFiv3XTzhM^3I`S2n7IE6AEOp-0u?B9?|IVmL>zFl~4#bvf1xvjj z1=i7I9-jIQFM7WD9a`%2nduYx-G9p=7qHVwzRj^y3&^s5;rTX7l$MDd%KjevQi@>N zbIa<#5@CbBk<**-4N!kxy})e9ZvS5R5(-ZKT&<40dyK!pECf(qFsPjU>7f-hdpFrv ze09S66H1gg6Sk1Pj#{gKfG%FujUxD`i>@D-G5B_U*`4uM;As3B3taVCiWw7$tK_c-(wIyu&dj{kok~b$%@FO^%Biqk#srs zb26FwszeMEP)A60CeejVD^&KMM2T|Ztb}KA`cSm*nZ=2Gj+b-OzIZFL`vrmu@{0pr zWv|S5;fAtjf2OCIo<8uTPlQD!lMU9YE7eon*B2-_0@B~(o1d4P18h}=XW zHnE42E}A3QJEzoWMV-MDi_|kvh$L4(``Ytm4m&b~H*S9KdO#wvqS&wjBEO;}fo^CH zmaS|Z(MA-?5t1O#L7tT!o!bjyz1_D&Kof6U)dhq6ZT0@n>8`eb!x3ne>L&&6sMcSB zQYL+BDI0uHW3tZ}BCyZ*Q?rOhcZtr{u)m-haKpA08KcbX4=H`F2I-u%8ti9@D;hsOYKs^7T!ZKPLa6 zFCImFO1^v()1PmV5_%su9ROR z!!|ry4pO(Tg}yrnQW4u*$mu$9z8u@8{>Wu-9xiComrNOAyTlx@@eUaXkxfarh!DNW z1!L2yq9&@W&8&lcBDg~=TU70LvJw9Hh-S2Sb|S>1qvZqX*-*rc@hyJOnC6SPu%i-M z!ka+(d^Oj~2?Wq6Ml(vw5q`{cM1+uGZJ_uX&w;P0dU-|%VFi2gLNbj!9XhRc(Rs}F z9^!O?`K=n=_SPE(cZIC}j^3_rTlNu=!wq*582{FH#o4juF!lS~jRQ-a>jtJE7lv<; z+43D9*KS*Yo@?r0S<%_*NZ_bG#$%!SX%-{N}C2$N%`I zT~~bIUx}&eB}M(UoI?1C*i>+SKDV>2kgE2@KU)+haK^9JRA9bpEj|lUZ}}-c;HpBz z6-luDe)WumEuUTa>S8rneZ2J1R;D+Zq4!<;8&7oHltar?oIZ88RKQl{LPF!=d?{bA zyI8dQi@|`^Qg=O{@K?xGINh7iP=5CV!5;y$1s06YA)zR~Sf+Bltk`nCv)ZEs>gcW& z6m*S8v(Hl&4Ow8dW-bPQ6v$Z}&_g>HThXQG5@f4*32F>tsv3W7kwQG?Dj5CARq$-G zJ;8~V>=)DmG|h{z1qD5Yhbk_TxJMbNm)e(Ap33&W%IfZ^t^AcFnc@I%Jyp_T91{4{ z<8nsNqFeN-@iGy$IS4ms-fG4bc5ia=f~wNEj}wpyMPT|I3!j^d<*XNgEYuQfO7IJo zWEqYAj|-P#t^SE}$s&q^1g;<)TOhVIm?)AX`*>#pRB%M4Y5hhR z^1A33t(S>7;cI<0r`Eu=1;8H{MeEVn9CZGcH>{3Jd+ZFVZjFJPT5V|8(RA(jHQ%iJ zi#4odB8eXwvsS?GaA?wAeuv@xGPU#N?hu!KeDi5sF1VujRCI&<#g~?wY3Cf4>)^t_ zx>YV>jdRXkniPVr{zai$81zmt>8Y6KAF?P{iMtqDFt7PID|9?r z1>_zDh-m2Db&>a4_REC(Gj48Ise>^?Mm=*C{7f?U$qG&GG6MWfhM)48Bl^a`yzZVW zCIJZ@51CSRx&1xmy<>30LGH3D@bB(JgJiP6vXpiZPVE#xiO&lr5K1&kGlBwtB#K11$VRfwgW-G&A!rHi2-|F6Ky*jjP( zK5pLSukK`m+Hz^*7}vLksFAwWX;6aedUYYNN!3ODsnR2*b)M)z9<^sKCDxhB7 z#@CWSQrV{}NY^8tc+iAx%FxAbNw>_;L)TChXzYCfxVv+ieUKh5knzCy`!JmJ!#gCB z>0p`^0h0s90?Q`8nlU$@6yrgW%U%S2V-el=B<9_lkE7XT@1uox54VYfl;KwncYusQF+AM)2 zNwcR&dO1WAhD#WETI-`0g78mve~7wC=Z#Mz3J0D#w=;X-cI!{d=hCxqdXiFNQgxDN zL7y*vzQdEuB>&~Au9jzN@#~GxB;u?V%f8O`9LEQn!QgsLA;A8m4DlY15ygEjCh)7ER)0oT$eOVhjiS0ry#IX8@Kz{?u5NKE7IXXw??UL!7sB=WeX^u z4x8!kSAiKxrNtRat88Nt)`wae!*bS#)mb^mddrg_2TIMq-H_P_7>hISwAlyXWxxpK z2WpEmC6?L7zhKH|#q7f@Pc*;UrgZ)_b@x;*nvd)BM~o9Ax*_x%+{~3)3bZ;S=Ukb- zK9o8(@^4mn^c%WsAVAuJQ&_QZp*MIwbjVwE<{=JrgsX_54vd>@xXeXRf2$U@*}6E_ z4^%Mq4Lx8Or5NbQgW@|sg3*5cQ-1a{w3Z0*VN zTnvcYnx3c0m!afnyI}Y9A(}%diclC3pS(R#%5ium%$;j`Z$FNrc0l%y4Kt4$Tqp`( zBkcHmPkAMw@;~7SKn8C)T?7}<-ilv~82jXXM}4l^*YlRNyqH>LlMQVZpyz4iyHAg) z5aDDOe??$R5RqK<0Ph>&0<-Mzk;;JwBkA9vQg4ghvJ^Q+OpMGgo-QoY>K2FG5iZ3} zPq=e8b+-yugo#-8s;Q&~YK9Mx+ol1qv8k^~m2cZ!GWNI@ z@^FP?ZW(NqTwr3f#6|i%|JX)$w~!-4EsgB1$TXuvRTGjgRoijkVZ7#KdjUw#-kL?k z314=gDShRCAVgg|@0 z4haGGrC=xVz6Mj7*qHVdwjN7B(h$?Gu-2(=XA_})f*b%-ioebZ1|R_MD<{vWH@mZp zXkl=?;@79uL}n`G{Z~e|UsDzr|%0lBmk#?u62Af{KcopiDtlW^bz}6F3q&y9z?D?E#_~wt~)#-7M8+v zq};)1-P^4v4;oFe%`9&fb^aR=Xc*lQDv?x(Shki(bcNU571}R7i4wspVubb{1aL0w zI)-KTi(5?CfF*1hyUmudOXS{6cKc9ux?+83G@s(HYk=Weg0WjmY@SOH6R|Q3Cc^Ur ztZ`Ixmq=?kSlq^ds>Ofg;tP!S61IqjKK_B{&$%#u=8nXLwYx&3N0{(>7JsQ`f8iP8 zq8!u~2UZ37R%uJcie*!T2?Sq>zaK{2l0K?gQlSu5D7B{l2zd{1-hGj3Zf^wo8+aD* zvt|Tx6RH0S&mw--pypU+GSu*5p@xm9)R#}|(psw7X;J5CQ8mlullQ7RD!mV*<5C!x zI-o{-1dwNvH0rjCF5i)u@k(7jX(&#!$2+aCMNz-jv!1-yE-u@jpT3uR1+sHwI)=L? zdy&K$$}}kK1(azM(az|_k&f-K&)<)C0C24nf`3QDNBmm*V%)L4$S=Z&sm^|Z4H2jlMx??7us|ByWgbh zK<7P#{S5Ri6vy`ss*Y*=dR0e5UYA`tIfyX!Q3|bFr;y;Vjb{uJb&7*d2qdhQ3R}hM z`l5sSQd=r4Rn-v`K7Q^6)WG7tO1k{g)=G1s9)EF5v_PWsxu2q*-Eh2)0L|15P16k? zcZ18_5O6ny+zmc=LxsDcZ$UTMwU0(rw^J{06DZ&uudF3>i|Fc)Y9h?ei&oXIIPR7! zkqk`>Rlnl)Lia@Zvr@=NCMt@5b-cS*P{08WjSJ5($NE z*`JNUMQ=d$!VSo?H=w%iXJ_C1283X@k-2GjdYksLz8sfVd^}x(@63NO?3#(2CPe zNAXw6{=qAe1MT1+Sw$c#i|CKe$d$->p%OaS>TI!9$d-U>Yl!H84vXpWcUPOlqCC*FB0X<2tFMQ!lHlRC1m3SK=-)Mr3*J1u^L^2jgq+tb)f{vb`LE;CWmn zT%V|{lY%FqlB8++MbFfo6ddycTNBPRKmL|l(4JM1c^M3th)^zV_GBp!c_8Wc%!2aQ ziLtw!{}cDmtn0rDX%y|s?B)tOeFn#e2q#w(FKkBT0pZ01EL{_<;4_E7;jsAf25 zrGBDJ{&)n~>`uX?UoKEJ;a!*N?^l)Fnz%Kbw7 z1g!D5I{U1ltuT0_LU;hU%Z=1z>o$}KYnYN%uqP-11|K}P^gGMfSC7z z_ox;=Ki_4aYbV<3yqqyR9<>d@)bD4FJY&ur<&84rT`(BlAm1H8|6sOo?n}vyg$odtJ1_$x3OuXL;saEb|e4L|y=e=`WZ^Ha- zbzt=nunH46A&h_H4g`}$|9kgQBubBFOGtsC(O)LWzW%t)NQH=8+lUD0$gvE!H^5pK zq2pf;W>B{+??;-f)5tZ68#C64-*saIgrnqfj!(a)ZocYYMFNj%>vC9bfMrvw=Ak=U zeqHplqm)RPMwm#1q+d4pL~MHDpfFUew!Zw?6NZD8P+-<7o6+wP_91bxH9`T zl6_l|eH+fc4Q1b2*|)(c6AOCQrXUv3BzSF?_(hzGF@9V$Q|1Cs8D%65J;#Q-UNemx zPZy*-E*B&%q`}cHw-I@xoW?!p6{93B$PsVF@Q~kv&+;JYQAZw$l2FTpe7{LQQz30| zl=vD-=N8!a;-EWNr+3dPTH{f;a2I|xj)@u~5=(r*i$IL?IK>vM>kf>MmXQ2&f zKpQZys5YR|OB+xDX29XF4@MgR87KU2qz#||aKV(5Oq4VMGxEow33%p5tqIrwO~8g_ zYXTl0U!o>pL#_$f@UNx`_|8={0gsRCW1l_Y=s#Fo6Y!mGO~8ySXaaVErXc|82*CMV z6L6c+1iVwSCSU}>GNL)})&#s=-X+@R_9rLZ_*&k*_SSz{@PaO#JMonW3@|j|SoDd1 zK)3!GnYy|`wDYJm-}uY*jw92cDpK-|Kjs@g?*BdySf&9em%UE3?{fY(zVW}FP0(-1 zZv6kd^3;aBlCS4j()M1DD6f3u-)rvedj#7O#bVWj5VlWD!eB;M_noH6U3vf-9BO=q zM%o2qO#_#*tpafjBGpEZHfEz>~W0xX8L^C;fkf{y&~+6!v5qg*~iMz;UXiK1c8EE~`p*ib*g{ zlSbjRxRws#EszOno*#&?T9b9g`G9Qf57JaLnj{sB+GkJUnU8acG)DC7^LQ4LfI`1N zou*!+%D=f^@$?6GaKFOie4Tg)cq8Om=j}4_NWxeVby@B?)$!GQyK@cpi>_%*Pv`QI zr5lW73Rh`DP!2)^T`c@7uQiJTH<3AqI65FA`RK0QGTA`gCX)#gbB3bcQ*kINZ0%WH zJzL1HkMp+f<+8eK>WiJGXa^_Mm6yReMIlaQ-Xc?764x7r`l6n&o)sJTcQ=?6BxKg` z+8)!aT{4+4s{@mE4JoW-hbdM~wpo9bo0bj3d&jllQ!9f|xEAkV+QT3Y?LfwH;riud zO`%~A?Qm1Hjb7c`fAu>2#=pD{UN+?-7B;%fuUPE54Q1zG` zwIIYoh&ng;Q<;mZ5e}9SIErT5nLF-of!4{uAY3+HBCn*vtGS=#DRRYeeu|l{ zJ@%Ik$&8kZ$_@*=)}pRz+K2O-$A5ac0f{1V-b?b(X+R4nRq|t%6dcL08r5kuC_hqS zhD_w;bERqvqpj#628)Kg_5LhELjM#ky@-ubpt>ALs<}@O~}V zZb>uA{S33D=+N`FIyAw3y|eI~2s%S(+8B^Zhg$sCiJ9bH5=xRr!c=PVL<-xEqaQms z=d>Mw7$YtbDm0p;zWyb9;t&|>J@%I@m++Ar%oVj<0 bulTfMz6$+}{R$D$e0BA= z=xd>X9##3347618xqmZ;NKjQYhdI5-J)B}s%k7Pu&13+Wl_x}#Cd8wQO@lPl^=U2P037Ne z)UT;z{AUATNk4hQ(Q_wHIPv?(X(EtK&`bg^;(iSc*Lg##rjGDJQ$LXls7 z`ixA(fyq6ljE<+%c=1`=vej)}b=Jn1wNHH6&e|$hwwle@s*)3q7oUFtrfHStCVqJI zBbzz%H>18)j@v^R>iL^7yNd68H71lq;hnF>029P!Zw*x+W|5axN6~9VvqGVD9^Ua) zbyQb&pi!Q5i9VLQSMw>goud&t`d4{25wcr_XzIn2)Kq>qT*kYVWxN|K<6WkIC1HhD zJO+RuGd`63g0;HtRtFn4&6ALN3~%(DI8pbM!+X5Y);e(`z(;>l<$wmlT*@AxwUta@ zVZ1ygKjxRPU(}q_(L29=!igWBB=f=j2wD4ZC#@+03)B?BvTIn~F=z*`IPL>Rk>JyY z`*IvLUQ*Sw=g1=P%pHlO$Z5oQNK!H>S9oQXUcGz=#hu_~`bO(tE@{y-#QEiXAiTli z{;|-XAVhJTO6VPm{zU8Xd{B=(ti(E}AIH6tZ|41?mDG&+sFg^nL&R-Q{rK@MkPWno z58W!ap_(iK)adxF>9IGP@x+{!$T!l(iqW`c))$0{8%Wd@(q{j~7EzzbjG zc?#N_`)SJ17Hn*Aq?q#22$BcZZ0&v5Dw8 z*Egd27BxyP5m?8UHWG&JNe?xN`SMHIYZB{Ga>`*vYy~*i^iCS{a=t1ew>Xo(zty>) zo73VT9_u^trHy*mr%pKfF6f0sS;C2w8-IIsW{ZN|?Sde|C?G|FtH~=lle7d&S`_Ia zmFy00uIChpKwgBkz{$5d_)N1YeKysK1y3v>71oJQ=^WLx%5Jub_)fU47v4964G_dk>G{pGtB7_TjhT<1X=5 zC|Lf)0ZK4?@uB?d>y>2L6aOBabRRIk;ZJ!#=Ql$psmpWLhqG-|KQoe|vyo>9aj#Se zEfl{$Wj%~h*=0V51T9JW@F_b<%=f5n=i_t6t*J$aIUL}* zSKaN67nAqF0_}nFV$Y;#wPWn_;U4Q8L1+^O*+mo)<*!}{^bEjO+^`vX} z0CWdEI_<_EO+b)r`$X{Kf?@W#jikPdcdvo5wW|LC)27PSAJ$@p@sm^KMUX4pyZd<{ zvUB;~#(nx0 z@~hWhs9ygPt2dBUZ{AezoT=W~QuX>HRULPnslWNoAAk7!AO6ixe%E<5O$e^zXQx=t zwY^bYq;7p^-s8VJ2ZxJ~-r4B8j^_0hn%B3)<_%`eyJ(ts!8GrDsd-er-$wNsgd2t( z^W*j>*4=`J`is=Eft;R1Qc{{UvZS+9xz&Rk+$f~2B5fUM=a4o)+B)xSk=@y%?Trbu zvsKv}lhr11M@8|)Is;!K)^)_`P=5Ya8LM4I`@KwUGQw(;h}9-TtTtJV-S63roXP5Z z<0j;jtJmb-yY9GLJ!zfyV|ZX(ab#?9;sq?1CgGC+JKuhZE#exG0Y$_@tofATtg)yX{zhW~w_m)NBh9yBzJIs{hl$ zIY+tdlN<5;qdl<7dmm&zvQxpbbPDx91JUH*_=4G0i;9}z1H!mu0(>8T1i%338V{Qj z^`PJ)4hTx8&$=DD|7OOt*ur;RB`BL2+A`r%D97ECF5c=hdT_V6<+GCm@8Rqmh-)x3 z+&HN2g~}bl*WN}q-maz7@QZI&_|2cA`)>X?;Ky&p&CR8=1Giauo7^eE(Th(<3Ble?({6 z>+a-H1_C2(P7Vm;0eFAfCG3&Y&tf_CnqB2dVk%46B#({O6-f2mOEngY^+{nB)D@<- z%O4VzUMh%6FLlY&2j5$`av!0wQZC;}EBc6=-$=Wpd&)Te_FCp|D;9txqk-H53T4)r0rj_`kH)I@mOTV&I zaS1v1rTj{4g#8E1wV35ey0(y5N$;OI`V=YpdcEIueStstyfCK(Ute7AG2&gZ*B2Mo zXX5k@I|L3rEv-U)q!WL7L~hf{gvKBaKOZ0uU;oL+o+8w)4=<{g^7SX^L9Bee650Ct zH|YW3WL4J1?xhE0x+EV|!j;UJ&z zMuNivY9c}NbC-!0lg7#~VohxLzt?jx`_#teIV{pBzXA!sC%{`yw^2ldI4^MZ5m-`S zF3herQGS34z$KF!D^-q&)HW$HO{}5GT{oi|t~r4#q9~G1WFC!RhB)=e^dQTF5jT*= z#KupgK2l-)X;MY+mQ44uOIk-$*l?+yz$k!ES8 zdX-wtE~rI=f&%lflhD1r;Zu%r5*M2g@}V(JE;q5;t#xT5BdK4}8?K#Co}hD~$kqFELf zOqS<+r9>Qeq66Yw~%DR2c)Z&BC2p+kz&WAtF$b*3JDY-;B1@7TF( z&w<&QN8dR~tBK2r|NaJ}E`;|XVn31ZJT#?#&u)d{FpU3^BUi;ge-BY-P=rRmYtmrQ z{rG+TJlH(wmxZ-@+)LCzG#_xzUcE3jReQE?yf@ouHIn=}h2AN1l!_Ra&x%R;(@>80 z&Ml1eWlWyGe6@3Zt4{Qua_G;WzbBh}#Ucwcpq0&lc{2mfnHg}l#|$vwc*;tVhIgl6 zeL8vE|6?6&t?~B2~%dw<%s?~ycMSKxyBM?D4?&rVAdw#L(n!tn6T;iSmNvBD>e zp3h9xCZ2NskQ@_I!JY~vbg-5*<>vc1u2>Rq0X!;50t*g74tn&T?_&LQu@ICyFGw0N zEV0iY{;$tBaE~C=biSKfc@Q(s3Oe=AmShhhpU79=) zl05Lo3*>=q1$iK3c_3tx*_%3g&mS+42ew^B9++KPkobb)tsmMO*Z?w&eLz6%Ffe@IhziceP+KoPisfFk1 zwtREDMDFE8e$)R|(iTv7bh@F;b%pWipA(NT6@l#a4bRO>pNJ<0%DdvdU(u7I1)i z)6JSIosj;C5X1Jv%T@zip?DgJPy?(17TX(ZsZwNZH0G_0xJwVQuwJo!UdfGHj%0UC zFQFNUMHhdVC>cWbfh4mOPD5Z@BA!~-{hXa4X&~Np8+3T< z;mFCU*gf;z&sc4^&+Tz-d))1f+qpe4w`DBH>g~;-%*vJ7&Fb1J{_-}E1gcS1 zw))uD+Gssfb}bv!9l)J{JI5En2bYyb|M3s?38Mm z)FPWc&k;%+&<8S}@&*hTz5WA@byzIeC%eiG+#f@j%GsP-h2IqaXH_1bPeyot#c@Nb z-YQgYNRQa+iAb#~)M6-C+F~hMK^TDyfx%lrD-|WI$m^D@3n(4)_=84i-tMHXsX~Qc2Ujl% zv-t4RFjJq`aq6t0=&~VpI3!<_&m339d1uA!%Yyw9Jq8Sy?KA{lDp$<4ZL1X8HipS@ z%1n+Pc}HrjaE!S2__P-qvK=9#!WG7|#|c~6@>E1PWZq}LIA8z9Gnr-0HzkE#(`r)*iF0~|44_ipD?yTuvDoN*nqSgv&@l9dL( zTu+M-7g*?G#0;iHtF4dn>JFlds+C&oh~FQSj#ZZI_ zVX=xCTYN~MmsAiAhRr-xd?zyxfekV25x`aP?owP>rH>^-yV-wNL7v`M!ISADu z+sVQV1xK>1t7@6s7ks?o5av3C0NF&DmPNF#5>#k}Zqlhs*P&F#zpRyjgg!#ZQFz-H z@pPtOH~vVHhqmUa(W7h#f2R%3u1Y9ODhgpqTB^d)TC&|wP<3dt)7z%w@2*o7LaIR` zb`AcH;fXK^iwu9~<@h^~rB9FXcOK*KJd3~ca{Qf_m{?_83m#ak-$PL!Z`)XAh+R1_EwL1ZYF4BVz2_9DKI9Czp#i>-@w1mDw8MXGYe zam1C#sd5&A_Lm65-(2fB9Fm#_zG*PWbpP*ZtziXa(k!?taC{)%T*uuwnUFu1a~FqL zX1s7Feh-Ud;us2;c=8iOM~DBOR1;IqYe)A*$rjZ#^-x>3Fo>q91iLfrnxpkbyRl~G zXD$|Sa0R=$xZt-hwzzH^Uhy z?t$I**bx)hIM28xmk|o&^mmfB#2hN<5meACX<-=M>lL7a1lrA@g7{T}3c3Up6b35j z5meACK?TivFi=542`3VtXRu)sewe5b3{=oFFd3SnGv;$AeIizbfeLyA74$4r&?BfI z<$BW1j%6UY@TfOb(6dlMFNX?>5>$|~SC#l|JL}^Ntk%1qDG+4_738%i&AXA=o0?Q$ z8kewm)XFoG7vyQl_~=to#j06=3W^d`aQW5iFI2C8iPam-syA<{cg|GrY^i$4dm&WN z*756Y1dU>-VDGy1p>9Q};PRW-S7=_}5}P-aHSeNn-UZXV^QGod-X*A@C_x1mHq>9F zmSof~LIrKoueMDJX&YRG3Q7YN6eXzOk8~%_1OY$`u_*rPCI$zX{VPu699@|0Ma^RT z5JDFUdWL6)-l7QpBf9{B{{(~ogh3aYBK~pX zG71pOD4>8YY?d1i&u7SiIg!Vb_G_9JRuCvd5QRYziV_6T&XGTBcPB4F5VOP#L6i(Z z6c&Q$85nl9ry2;Nw-AEZU87orou43xUJerTGLV>OAc$1NK_g)>1koc1VqboEd#W#o zAi9)|MVIyCv|$KhKdwGr34+M=Hif{rK;gQv;NET`5s+tzfgpA-Nvz2H%?iIs5X8dc zfFBbCQ5XoKr#uTm^fCyd#}LG(l{k4{iR`}OVS1c)xyq+pKGsgUSa{rAKEhHL5JXpH z>EML)3Eym9g3jIo1kt+|1kqa}1W}eZ7JCMo(XbFi+am=CV$VG-GHF;7Wxr?%(Z&q5HrA_Q@lA74ZksMWgu-OY_MY#y^ubHe8C;q(x6#sN ziZ37EUK^=O{P=e8crwnAE@Z(Dj)_j&o%$~Ft&z@MukS~zc`~n!_a(UIuXLyavr@4As zRHQ7I%&`E1FUqj{y~45BQ{Ku!Ww%8hTfQPkPsePx{^P$v)-vhEMv~ zomLg#leKR6WMtrzv4Kyv41BWb7V(c=@JT;|PueEca)jst_@uuOKI!N1NpDH;NjLsl zy9>zWmEe=!Qs9$r{KH#%!zaBZ!6#kFd|kC*_@uW0KI!#G(h21^1}Ox5K>0s`P46lBtp;6K0ak1z`z~^GIPN za9k`(GnW=fGshN4GjnBW=14)BdBRFFhh^eVA@-PO=DXv~r1`18Dpohg@RO znX+8+a^({1#nB~~^ess)*<<9AMPZy33K8YAE4zhpR#@t&EQE1Z80lDH++*b`FwV+# zz&I<5!8nWZ#y*i&t_Q|h>4tIkcf&YM;B4R;bKaA6!>-$YM2F6(_ z!8j{9jI**-7-yvm;8*DlIsy{zkman^cgwiFnrl^}}~ZUKz5 z@}q)r_Adp-Sy>3<>|Y$lSt-CcD?MSH_S7w`{sN4%$AByo#(7#40lTzumSCK8>gEr# zQ+MIJech+-f^&!W=Oa2hb**Q@Qcm5&GA9r4mUrsrXY7=lOh8GK2X;}@Y2ShaH7*^f zvFf7(_4D>XEt8|kh+Lym070^YtWU+)I86JlahUeoFPr#{koax1e4|O^=7v zGfHxo=Y0_A(@Om3?Q7yssgELV;DGHTH}4~t`)Hu6j|Sk49;$&-AH~z@An6=I zYL^btLc!iK$kTWzpN4~KsJH}xNu{|ru0lY&Zp$WLs0L~BDGIxnj?&`CN&vPj8RO){ zjH^cD_il%}gORO-^lShBa>FB55%bR)A2C$N?bi<@vuRH)b*CA*02R4= zR-k)s=6T z1866OVTd^XvaXkO#s?4rryp0w0;3(>URTZ0q4y-D#C5Nga0g4udSnCT%r5q8atDhl_sMkh;%X#E^Qx%MGb} zydIX+)9wOO>a2SeTk28Qbc`%@N~KV+d%&~zF>`!xIHbk2cGQL`@js0+7}%2p2IlVD z=M^jN?(wM0jFs2zw(`y{sM%4n@~RE?0=Rgtq;-|cEjgO{ zmzWMA8tnU-Df>ZCWHUMG%T-;UaXQ>zrcC`E^1y1_jIBng zPnTxM7C+ zy12`Ew(Szah*iKdTPO6wve)LSN*=ZX*p zSDSZl!a-MMXHlmnApDWdcaBJ&h!N%{`|S7etjcVlSw!3TGs^V1XC_jnB&~D5Cl%(C z%9AiR)LA0#M8|MffgO}J`1zZkUNrL+O!b;hOsQRmlA4-0lvH@0=Bb$msw*|-1~8RzE=v zDa_?1)2552O$EN&ipee`F@?lO{5b^P@3mrAl*|2nwaAEsSxqa8R}%D zplYf*eT}FpTfyJ}uD;Jb_gp2TKpn`aOOIqkOs=77>Q%k|C|}G<&*FFpn2~cAzMni% zqAr~mdf%L(WFjii#v<7^qTV}lo#~cpizKTtuT;3mpF`$%4Ho%x5D^QLx5%HF-K6JU z2uf4QT&59|F-=U$5fxyYZK(i8DNr+2AczD^a2jwZ0ZY`xeXa_;Oyp#!>frVvEl3sL zWA;sK*no{BQWbbiGnZi%cJne-slx0TSC9%Jl`Xi1GTI*_l~N3Xz(}R83P>ugKq?JcDh-QL zsedi0v{IHzpWmhS2)j)|xblsp`O~Do=9oZ52ZYCL{bd$Kog}~q*$IIO`z(-%=zHE{ z_Pn_0BXHVb^Hbc>tBq;ZY<=4g+lrisEnhaTh zIl%J(tSDB|N9D2ca#>|2K^7ClM)~;Xjano=6Kj|_^nnfdL1YoiUFTHqaJi*O`sc}R8^%&=L)mlzO% zp#jOw$M&`d3K@PGa=zqIEY=_fxytv_V*kKCAOFAvyY@=PUvv8TrPI$xOlms)e5Rz& zPd_&!mnw}mUm`|IZYS|1jr7jz9%()QN$~GDtP5N)`*CW0d$qCS8NcRh{0>s?kByF;zh>v>Z`g^$%#gWNdq z*%)^(*CyTLHQvJDzw34qTKs2RE}3kY@gJp-MjCpimQ8_%J`nQ)&h|W_hT&h>HkBH& z;6^I)XqBsQq?#2sPp%lJZlTPNRP9cFt;`#dx>c>U{uY$^g^FrG=P_TgnFHJ6zuGIY z>=J2>(f3S1-(x+$>3;XzMjpnpLf$YBy>k=0CCzMN)}n3G{67Bn_Dzgg)G=Wn#$D$D zTDo|D=OzQ&g~yv9GFkd^oW77|4L3*1t8KD6Wq}xH86hNky>ycP21JHx==nXxoip9?ti*&xe&#z*E~ zT0@!721_0FTEsa})cpmjo|2Y6SNCxIqD8blP{&AC`gnA-dROBOm%S7|5rg^02xmn( z#=p2pRp0@Kh#?dsB>v(SA{$y*L4%_IhC^{uz0NQ|J?i7@y zwOH<6Q5r&$WT0Tt)&xVyi2Fu5+R={o3dU=3E#tLdJ@}(^8 zb&`OhVI(!;i>%Sux)|F!k8Qm;ws02^9XRR}g_m)b!q{#hR66B|-uH;)9b@ZdW80ti zet$l;%GLkuu;^MfBP$86YDbpbQMPal^q`nGnOR$lM9%-*Uz6>vz1tg`=Ao62%U z>qZQ12;<)VmMf9_M#_gBB;SzM@bNl6d(XkPeaO(;A^a?JjHUt8+tJknx05>GPLSan zjl*M&diM=v6*D8%v90<1{m5*LD>VWlY7YW-#Gr&43-c^a2dqoo`Ah76Br@_$a&>np{adWZ*`8Oeb}i5^Vp{s1p5Z z0Q~{UkpY_g2Pr{U@tMK<#fWVH$&s2C}$hYAxN)WA88i}bLes58n-mfQ5JP{GB2GZv|p847IvvbAmZ=&^{j&OFAO zk^mnd1K~C`8_X%M~3E~9_YMfvYLd*~+cDlz7`q_5_p`TML6g9Lu=Dud&4-A+XZ!R8jvkxOE0H*cRl**-n_3a-+}qT z-GN5ln>X_E9UQ8Yo|$&=vlc%yRpnI5VSvLc*xqo8gVNv-3AA?d<`KcNh`&3=B0h%= zxZ9pydH*lRM# zl_*25p7=Q0Vj)+8AXk?19C$$kxpD!y8qFYAq5!!X$RJk(i$ksiL#~c|+$e^#i$I4- zTf_J`g&Ax^+#kyr`EW4@4>3ghye*`xhLW!>p`~@nZ3B14=U%}2(F&m5M~kBr@+kGX zpCD2RMJ4nyl2ndIND7CY!>n+a8BQ~O)(Kg!K00?bXb8KKZ6&$Xr3ln$Bk8bS*K z&Px(rdDC-Jibl+I#1?Hv-bAqtI7Oy#$+DG4>dg4P^}3B;EOR?6g$8D&9jvSrSvyVw zB}vyQlw<|IXChqCCJfI`qq#Fu2&?^KJ^M*J>%I8M&52MBqeC1M_`zU98~RiYLv|$Y z=rew<&Z2>tm~>~M!W!xDq>KOdB^bJqlm>MyCDW-$BrqMCFg0W>3hA5QrNcF2z!9~S zuPX7^2D#0iYLH&j=qs_-JvQ1goiYkzUvvjwTV&0r1%GeD(epDuba2ebm(nbOMpHHP z#nDdu3&VIlOe%I_GWag*aGszZPf)&%^BVIhK!*=URPJ-?k_(tszL{N~nM>Ygc@Wr{ zGc*wo#HumnPRb)OPsF{LkgGRm6BBcml!WxDTlxH)8SZSBhhsZ$u`TUEqNgd}XGb}o z%lO>+2|Rk*Ji3%Wx@ac1mZk$fc7t+_n#<#+6{ZD+nG=Nd1KN!5<0{% zi*LIFQ%%v`0*1?)_F)x4HcqR0M2EQRL4Z*yx71BIvL~YM4W}@}KMc;UN^t zv>y2xBE1St%~(rF9aMvQp~k&KTgNJ5re00vOK3zxZl{0@j`i;@^E)DjE)bh3A%9#mD|C_HCo6anri>Gt{#97jH9*XNX)x`!Oa5 zW8PU0#|eBiX8ew((8V*pj_(^yRv;ogyoH1TW#Pc0Xgs?0P$wBy{d&LXB%=@^L?>CP z`T@~^&mC4XLm6VEz<_RVAcOw4d@G);R5CtSPbTo-O{uTz(@B8u52v1*IJ6^i)x^}w zT~p6F@0_yUkK%2~M(rdasRDg~Zqf~E<74T>)T587iTt&nduP#OGM#|3m+)eNn)vsJ zwEKuckh~rG;fFf$@92gHRrAlO33`(TXam58?<(c;01p9qMN4yk%N0(8*0Bx zx2ZZbJzEsPE9$TT^ta_fk-GTYPx`b`edHIOa^l~djPUG$>BiJk^(&5So5>n?R9$be zlepig2oDM>DIK7)07*knn7H?fd~ZktnR;pf{koCVo7;^8PBLPgLuebtt}{lOPdH5z z*{E@_Qhm>hZitTZ3U3=@ZoSlpGP0xHM|9;On0j71n)+HiqP&-S2#}6HrW6cH`7a$! zJ>B<8(#IfHw|H5@*N-YsyASKi&uB6Ie>|c^hkOm8v)jR;th|?wM&ubl7~Z&(2D+}i z_y@z-$X~)o*)}E>b=&g(gtP|kxV%4^KunJg#jB|5=Y;Z}#fZ4(ettK;9ZJWb!gDzY zvI{NTdgV^-HmbKa?6pwgfCn|XLAk2Wdz1phCN~l;HH{bg;1VPd3h9XlXktPAn0OQy znqM!?zQV6pVe2VAcnrwUDxbAu?7nMesMkqTOi*2)j?dK(r8n@PdgUW& z6Uvbru_sO|e@90(*^?>IkNzw|Ql>td*_Wu{5;qFTOx{Tt#+-!vc zW=yCH`>e&!VwiMCSV9&n zly_CFlX~z4^yyxNh6ZYYHEEvOct}6z>_|NZSE8?=kC@)kq2-LH9D1GhtvUkgn+ByW z>DO3}3rzTS;@r?;$28)#2`2r6e#L0Zv=b#E$H0wD({S;D=YVcO;uxm$yq^L);2c_y zSi$`m$)uv{dQB%8!AYFBE=QAY;V>q$84t%$9Xs*s;EGJ&9>8sa_Hc5`UypBiZoKk0 z;dd{m{5I+LXp4@&If~rcQc?bGxjL2j=B{<>JYR4s)|HRTiCpV6@Rx@9(Zr9Y`O$|T zedb4uAMt(WELEQQMswLy9!E~VaWs-u1BH*^+^R#$mNb0`ao%qdsiF95gYr=V?y%1p z_rl$X@l4;=qdy+Z`r`rHADg&8etNO~xL?&V$aS)UzGtj(7pk{q=+Q?#mC)u4Ein2L z$X`mA9bIr4pnM<|#*B;$A)}4E4uj4{jIe?2n6xD>c@~T5#8=@sqSO(Y>oT`xTrRMr z#KZcM*fFiWX{-$dLJVFuN*5F{oydGE#jMPBf`yGrCHpRr6XH-?z8u%Tp*ATZ@VO7t z^(z`~mc_N-hjwAXTb_B#HE*$Ii%wm1dJ77{y1wXOcXnB9X>+{rkfq_O^$H(Q0VIhH zst?;?O>Lmj&8#q#9K&r5i{J`mqv$~|Jy@A$?o@l%Z?pF12Y#-xtQ?dceiFcU|lX4Ba zfwXx!|I_d)GlXsJO_P?3h0kO_v%Qr)u+^ZFDcwsdDNF@vs0LvfeP1Kl$k!-Dg=2K4 zmj-mmMRdq57}ab5eHAVHT&wBqP>VV$*fE_pamgbO_-RfTZ03(r%5V zUHmZ(pt@GIm*Gz&?FL0@H|Qnp21eQqSlSJUQ-(}AxaO(=(yk9_mz0^?QkrZ&q}>{% zU7w}h2-0pq$cX2J3P{@ZGile)q+Q~y+Qdy?ul%WfnY8Oe0A5YX&Ey93pZ6&5jyLk$ zSWMcj<I(}c{>e6nNq}?i^2Z)qY!EhHX zN!kqy(r#3ecEiP`-Oxz8)q=De?dT}_9kR4LLej3xq+R^3UU3}u$OzamId^J@yxSx_ zgq3$|n`s2cRBf8QNsYYg=kl&3LU6tBb8`s5n9IA7k#`A(S~J90M&5wbowUNBiX?@j=w=M5ln^LF`u~Q`zw2LJ^pCa}Qd6o~9wN9KyY%+!H zfo5{^} zg15!r8p^gszKWarY#~KpkLpYosoNk;WynQ!89wPHn#k%=!uOonQR zDGd7wYOYoghar~;bkG68zYYi}KlceDJEXdzHl#?YDwlOL{A53#R7t+w%U`|DX1PZg zX2c2uMpywIchWu%7vUC^g3zF(arg5U)D47Jj8egNGgsNLbflATNp-u4zVUT~)DTAH z?Xkj5t4>-Y69J}LjqL=auZPp1Gyq?y`Jf2kq|Eb2+7&`mkV3W1hGL38!vbZ`M6 z=v}DA4(nmrVhl>(cF&xOq>ttOjWOm&KRf5d`zIrF<~j@Cm^E)id`rQp2$8bIC%54B z6d1C3E%`m9F^3S}?rzDqwmf$rP&+zHct1bghuqB*(aGMu#E zT9Xvyu+>qqjhVgI0 z9qNX0>7*0u>3J;cazoFnR_0+=52mpOsB7gb2^v5Mjk-Kiqr z;OoZRC^pHhQ?x`Zk)>tS0o4rG99Rnsj7lL^Qq$8enJIT$^yPR}W3K=*{qzE_b3%~u86YttWN}xH| zXRENMPjOf*m^~cU?XUs;BrMx!-A=NaLNl1W&Qe~h^=0Js+$8074tco`cX-5Y`gx>3 z<#v*r@Xi^N{uHIZN$>i=Q%?MWNi_cgh0m^lR{&u*AMR)ynT+x|2`@=Eh0a6?7p$0_y}}6ikKmQd_Fkgbtm#T`UAkLJ<GI z(-u9#0O@DlPBP9+w702>KJRvtga<8Ip#|yEYk+JH6Dw@eqD+VlHkCFf>#ZZ%J8hV} z)0p@efR)7MEWmy%Fg{H08&frX^tTCO zs?l39f_b+(+*8Mq`^-HKg7dVLj6WVwLAwL83Q7v@(&{9)n^1d$q|B761@&yslD87! zqLP)iCY~0Mq!8B>kDhQ-@k)*ldYp{j4|U@AzLr;l9fu~JZ+!~u;|3!yV1T9 zaNFRWbC&jrH4eQL|M}giP$K@`jrL$Ru?nU@{#%)J3ya>Kje%wtuNq;Vu45}4i9a(z`{9?yc$Wh1 zj?Ys({bb*D>5SuG|70NoSlT>)n`%FlNO>gM>f6Y8e;$qBVO zo}J+BJ^mcDRUVLH=ea*4KDK52*aQLBIG$c5{?-d9#Edj(!wZu4d5QzrMD!(=nxv7M z+)ENt6SNg9G)W^g$+FM{cNP{N5O3JjVSs}WXTKZ+P&_@vijJ@?&-z?`sCT;X7rNx< z6$n*`7!f{I;AzPaNcu}3Lrpkx`6c2#B2lqWcF3T6{?#MsL%h~mjZF!r57(iL&ib5D zy_07$7gCJi_=$dmX`2g^3DpNU;;9h0;679b@JrXkdtK|?vejw8)#IY%_~yKC(%BSe z!(1$*4{}~z_361Uaqx4)IJ+Rzim9WD*{|w@f;+Gnm@L%0T&Ms-{j{IOox`ZAP+#;d zwv9Sgp7XCn?j^i?nyPf!@94v}-7^uO4WYg)^XM?4-V^2V-Vx5uy(A~y%Qb!4G**&{ zghMXLyv-7?Uan0Nc&F8|v@WEeSl!`#t)Iwd0h5J9sB0qFH^xDA~j!>1o+XOKAn9#&)=?Z z>T>lDj5Cf`@MQ9N_+_u*w+U#*H#)hW*ISrmtqK(!ZeBY@r+6oOD0`bqmuVQl&_HtVv)FEIDaQNCx6s#^>9%u(Dk%?)$$yJf{FWL!me%luYZzE8qY zd9jNm@Z1xJQo(=QfY8X+BXIjfg z$jz^9BIb-Rz(m?TN30T53 zoPHVQ4OKQuKCy+KCn4_P=Nu^eiFu7~Kx9*Zm5iBSJQK0YBcDaDlhSP_r1LB3v*1@J zB@Dlp#)fPF${E-S5%KpSC^KRep>jz;aGEV06_GUp6_4R3^MPAQVUx!HFMDqvWmQ_< ziSGB^A7`Jl&&RG0prESY-MdRIxoh|kab z!8r#Y5{fq;b=CrNw}#lJSf(?<0)3bod@(gF#aMYuuJPxsxlc)i&e$NP1sEHKoUsA; z%>6VrEG>-<{R@o^{WLc8_ZS=cO@EKEVW>1V3^`-NP`PjR)7TJ5L4_fqpT>s%Zev3~ zjSY}^kw%OSMiV-1#2FlFV-P$H4lB{2G&m%M!C_^`;E;3~9HPn6MMw+|Nyp%j(BP0G z{jAGN3=Vn6;E*gdI3yi|LqdbYeMoc3y??}&VRjV0!@dth>5XITcqs87;@?zv(Oq{{t@0Y<5WRSq%a9gFF zY6=?|&$VvscUL`u!Qo}U*fBV?3WGx)Z}bdJiF%S%RAPF<+PWT)`qc;wIS)UHbgQ2Ls}b>9&1BOtPQO$YeTEc z+Q5yzg>9zQYi)Ri88id5HYBCBVF2!;ur|EXdf6x}4zxBzVr>{Gb=6T?8%B$obgT^# z9u?Mxgy;UKV{Pb4p0C=Mjha=3wE^N9fVCm%u{K0K)`r9k+-_}f<(a6kHguKRu{I1C zQ&<~h?yrKiA?dX?fULm`n+Vp1mRK9$_K~gXSQ}Qs+K|E8u&QHi$i&((U@}-6UPWue zfO!?H4cS6#0|(i#S&n(w5^DoSTfR!BMU51&Vr?j~c2_xDfqOSH17aGu?L~JsuSsv0 zXY)=DNsqOmlV53VV3v_s8}6QEHAZFs143=c3Ch~XjWH9V|@ z;o&|Q9SlEUzi;+VgzIM2F!+0YptQZYOvG(6Ot;i11{c%WIKzsK-E4XR^!7%B}9 zL#BArQJ`pe=wD!X80s-R3^~I?e`$DVb_@?qp5B^0r#G>DbWU%T^7K~e7#^C=@X%af zcxc|k@UV2D;i2ga56v#4K$C`trDAw!I>SQ+KpzXt?z(K5Ic%V7SG`kEB6l`gDXwvY|>^3|!X?TEN zeYfGENy9_o7Sc4$+YApO3=g5W)r6fkhe#@h2gI84nnw%|@bi&;i$GNv9-6lq9%|0; z-~=E+xMFx{I>UnugrGAJt`u#7;UQRPcnHxi-F1|HS!j5u-P`c+0}WlNz8D@VVtA;) zO9|Z{F4q0U3mowc#}x4-Vm)y@pZD%$b$G(`0nV6)2eZKN@C48h`DqW7sXn`=EoOk? zUR(l*(!aGd2xWl30}CPd4<3?va(?zzrfRoL*}w+!Ic;}76UZJ~%}P@RH<$z8t&+e3 zKq+UGz4D8H=-D;mcw(;|{X@?le(xW;^Cd6B@BHeq_x_=0U*G-erSjD}qO-;jw7H}R zx?PbT`ln_^`U|A3?TP6`NAx^MTo|Bm6)Xm(h;X+0VxUiT>u>U^0wwN%6w?kN%s)1~ zcat^%D>0?8T11Ofq*fwNDOaC`b*V^QDtAJj@=Z;Yn+WJcTTKKEf&zIevgbT{v#rBF z>kDuw4KXE!m==SEF@gQEC-m>%^|rJ5k^L%w@;)rF;yxm^I~Y{~g3|*a84thU#l{gh`<0!8V{c&3HUk$qmVdb_FYw`yOe z>ea;hJxLQMRvg-Zam>a1#g z+KFoZV(`}x1JscaphBUd_r;@mg=?ULdqDFGSZ?9&92yPsvK_>oUrO~ zBBN`(7zkG$w19<<#`PMRtmA@7h87Xn1n$<@o4b_YlG`?jV3E2D1PSV1 zlez~|ckQNjQFm3;UEQp?ANHF- z8X;%rNKEZGLo|ffr_>gjw0=@qs^hf5Tb+7wUg)q<-33j$PKnVqyjur>5|9@7C?^>F zzSjG2O2@0lLd8dPo%AD7sQ@|96c3;&9*}9m#N0>o9kj&zaLOC&h_YcCuTlSZ`UdqC zKt1@IycdTB_2AO5fSxdar$!~+g_QUwAIcr>iS8y%Dj-pAQ`34X$1>87h|V_B9`jm> zJ@%PTd3KFG_ZjCO`rAwN(u3+9xOFJ`J3SzV>GJYytV8L!PVR2FaR(&p6fJtITsdu# zKbz?gjkoY2{%I) z2;O2{@;boLT9B0VYW;9FB#n63Xfw3Ie-r_w@J(^-^-yjcc3c97NV!1=?Pp-oRf2qN zl!J4>EoNeIE5h;Km5#IligR)gBWKK8r&*zXX>v5&cKYmio(s7KUuPSjT^>Z+qd@J&Sh zH!;ym5OpM?_Pa$Li4TyI^gtnL?MPSFZvgo?-#IHdEJ7t?=RWWaFP(irALPYw?u+C4 zP}Y>hb9kva!Rlre<7Z2xRq1csCwDKE^!HwyWXss&JcMnMiKP$XLHzTfYiHGF5x_+?&adh(J9QQ_^AsUT1(5K90|0D84Qqv*Ac zi<=g4lbM*1^Xat`B^bb`9*Cf@~BkoR0zD5yamTp4QI*EM7NCOCz%(5S5C zW@#a)kb zQ);o9j_dJUiRqjBn2?) z_5}y=jEILLs2Gk?E>VK(vpEH3j5irOwg)=ONT zUIN0FV;GrVeUq0MFa5pOVnBNC;^1yuh#i9p`1#ixxDkzjuvR6UwSVy@vYFbzt`~D{ z0KAq5flR&01FlC3;?h6>V+l+-E@5V4nAH>72zKQNVy94<04qCahX=$zrVm~Nf$0}i zxrU(1)nu4!BAvQnt~(cboCjzZFSxsRX>Vb(=3&81etn6K4@OS|U0llN^Tg=;A=P1-A{!;>EXIQ>q1*uy?YCMj-3sV})S4n=LbKD9&o9!Heg=A_x7Nch zoc_TkL0BqVu=S<1pueXD{fY5xYbw`PKN1`?+Uf)2`q0t0gvLv3$gum?_TlY~hOK0p zNt=GH8dvW2n&NBe!q);HJ>}&ZF9vuKHc|Itra{02aE=P!?&I5CLqPKIwIX%0Cw3;! z^Vl?OTE0m(>Swgj1|HUe4|PZjYSuKjXNHXW_V@>8Jw}-N0F69}N1vXU(AN~>Ip?tJ zo{-Pex=nq{x7SrW_oQ#q_pdNsdTWc2TJcei%h2EY8RHu-{nn=3a|KT8cKWUs1R&kv zx%*R3lv_#gzE{`Py|X!ar)<138)O2T0DQIo?T}IFA#0QYpn|y6-LE%iiQr7f-6+%< zcs~}AslJ;`^*@+Q8~=mIwDRAPOymDSWXcM-CZ;bu$aCzv!j`auqBzfcM9ocN*!_aq zO=>4X?WBA2PrvG)kPITLAL2@9{hj-APtKnkr82S98>5AlPTQ^??|hx{ z@7IISEys2Gv8{nWjpu#LG(T`O{gXPMz5jzI`QZEW`c2PHA2fL8 zed;a4{P1^^|6pUX zB!`?NN1Pcyn$BhgcRx6scLbR5g0~@(6F7s9nO2YFnjd`s zO=pt|AR}diDIl*V^ijoXa)f?FD*46|9Uas(s74+78(;2T0z0GH1qjo;S9qZW!1s9~ zuWj&80qFgVZVT!{+><6onq-4NqjBPTHuvqoc9T4tM|NPl6H4?@!?DU5pL&j`bi{+o zb3p0{#`S3p&p()gf^j{=v&|WeV@PnnKCSTY3;Lfoi02>N&jk1DGy3s{-J9 z`u1!WeXBcL-J2jFSXpnj>h^3GeXBcL)t%sRLW&sQ4q*3yv>If13+xP5<*N}tpQ4L+ zWM@A1qGvZD4j^jV>FHT`samGMt3P1r?Ru0I1~Cb{$4r#qBo&uv2I3bUMFcB21N)HN)8l~vcs#0NLer_;ymgZ6j9fpkYSDjB zEW$$2x-%^FJ%&YiuVE2%hK2473w@7a5!`E7_?=;)JHtZXV_5k29u}lk9uTEsfYcIq z8W!Keuz15u9~RQDjQ;|PSFUY<0}gzv!Y){nILRw8YueyIJDq<8Xduq$j2uZb8eT@} z2eQtEgsDxcH|-a?Bgs4N$~$J>vE&`!BX8y``H@^gvWvR1iYm689uI&LrcKWKEqoE9-ib{3?^IlO*fKF<@hF zlK*Q|T#=b%GyF3^)X|gV|74Oal4L8{ff;7jo#xk>W{0GC7#Hhg|L95cA*R_QX&xnw zuyAg6rTJWhA0Lx6kJsrNFuNelzhORaku+}=H|x2DX;$LLCnU{Y&S28c-`@1MNty$) zRNn9w>#8Ru%~LXOrqyC?pH`CSkV?e=ZXapJL=O+(7MJ7ian()_?~+A%#*wXE#$@KG zyyfYQw-SFglDUmQz4Z9~CYba#_@`Xz6WXzt%|^Ep|A+A!C!M85 z3k$SEx=(K`lK>d5fON(1B{+_=4w91;^-Md1BdoNG4#rybozm;vqmCC`2wsyy7L0G zReuWasPqF_a(lnJmza9duC%9q=S9y+zwAu(J3CVsof#(fS5Cj^+1IAOy5+X^28o^f zofkd(n#F$f6MF_fu3PNK?(XaC3`HBz;o7wx&YW(D+~?V|CFQd>q2DHd&VZ!~m*2Sa z!2MPFxhCE1u*;O^UQ5JYKmDuJsSUoJD}FjlH&BY`jPL5_40#0)m*Pj%_VHsl-0WnB0@E;r|%<=@qKy7Avk59BvN!fASldD zy2#~Ko;rbFgey2fEX)V{s-BP_8aey(Dv0!ECu#`N0}UYWEr&oxpzO?0J6nc!j<&NQ z5WU9PDEVHqm8isAf7S;ty`iihU(Xw>w`a?d;0#mG3{C2H9Rebe1NOds7iw_7$dgB8 zZj5IwF@*0h0q!avHdT}C1k?%;4%&IVi;L6>JN=G*rhk9FLJa6hj{&_Z2J|Kk=#V~$ z$(PGMkM$e=b^#bDze$YKReQwU;Jkthj_(pJGfRtPCq-R)Jd?FPAEwWb20|ZK0ES__ zB@cy&ss_i6s;TWXp;@wPe*?%bBSn1)C(1PIbl}-y(9evmgJum;SYd zSxuaNJi%S_B&MUqoA-TLTB~OkB)=%7L3lXo*}MGbe2YJ^*k1 zaSL}ri@X%V$5W0e7;X&2r;Lju(ztZ)SXOa5cjo~wy0-D2i@wPm6~3t$U`DZ=^aDS^ zfNm*9Zn$vs7pCuBy`t2WjGullG7J(o!9jdjt;Z+LFKhs58}0%jpVS3PN0JE)`f_#e zVRQ$^wR4p z676|K8oH=F)m_CG^@>lKdin=DUb65|Hagt(QAbRoRJ{y2_azH{NZjb`srwzI4+R*r zcC)k@)Ac0hf-wOMnrpuQV2qr!_FbBDMaGFt@W5_v0}wut$;uf7AllQ#%&`}Kubh6E za_eNup_ti^7R3aBALe^EK3dE;R%)wM>hZEtk4dH8DwTTFRqEkR`BIg0URx;iq<%Zx zeD2ih=I{2@s%s&TS}j-z=89_B!yk1o+ACdIyo}B&I(NW;iUaY3*vSl>6E!V{h*TIH`n@sp`J6?H6cjq58qz4mIn zItGAu_WC2#JXAYtz{h$jtE2Z1SPiNw2h*BW;O=2HJW|8m4Q(oLeelG@0Rj>*XTg}R zx~BW$1ki>0?3e--8ANzzH8L)e_lZTzP#TGDK}!UY9;tUX)Cwl2DBxq^s0(H^{yoj* zr3QEC^@7>B(bVkvcKX+wZ#%YBi}L-V{3HX+asqu;VE_y;L;=0MS%48XcCubP&nU5m zko#u$aJIrEqWA;hGTk+tEip}4=9j{Sgt)8ATscDEBYHbrcZL~M#3j!}`|ZJ>%|<%9 zx>;fp;S+>hGG1Vq2);w{TF*<*y*?W?bu+LNyuhZO{=aX?S3a9p?Dr~+W{I|$3MV1{ z>V5lZstWdrrErN!?K5Bdx{GG#NWyVuEg-Yjdb6^YR&308tDdK1w?*V5rZ;iM8*~a!pY-?Eq_^#f*ZM3O&zLR5g z8bs(Y__!pRSz>5+H6mSF2`7>t0unUJFXvsL5ksj~PTqg`*?bT)Q0>nv0$NldJ_eSi#6gnw zKSD^-Az2{|W8p{g3Kq_#!4|WOkb`EaoM%@~)($_LH%JNjL|!q?-3`x2qE5c1Vc%gY z|J%Nt30Can&ON-%0d9_%QF_WxPpfzC+0VTfOX6VH5h4bcNyXm$^RIj9EOd$bwgygk zqvgo+ZXbCeN8UCQZKJ_=!AOf19cj@$Mp~ufRXQUry7x${*HyiDq%|b92E-N@21 z(2B4AA_L70k2;2jE(clz?x^2W`(&Kd-Jq(LgGzV3rFsWd-3_Xk0U~a!R?5*>JQFD` zHqfFw4zw^aqmvID7LZoA!;Er_$QFYkP{Upo@0NWg&Fa=59EYnKeE;g*V<&QBhcCt) zJI~5O`jFhPTF-j+%Gcep()&$TDvvlZT&qT(&68rpa8(2a1|XKyzG1`&?X#XNs>)O! z8s6U^`~rtj72^TdxC~p~CAWp`a_nq(cVtG{L*I0z^WAvgHoUdny}c_C?u~^n!ju18 z@uEp=x({qA2;XwdmJaQP#mACM+%Co$=!+Q5qwLXdmXeU`=jtOw9<55^hY&~PCtNBL zYr0E8Ej#5D70t`Rtd#?Dl<|Mos(mix)t)Sx=!%$DKcpfK-nA4?gNUTxUF&U9Oau9)v)*!X3(aWH znyYrX^9jaxm44;)8+S`?+`Z)1b2|MLySd`_P8JaX@hy0W7tSuMz|1?-UFw1l3?4VJ z^lcN%mqoc)cFpnv2GppoWw%Cf`(%E-9+Hr!>1Zmij5!$Rt+?Ep;6nIwKy{|}ZMRHK z=(*5TVADT`#qH4bFTfIuk9tDC;4{@+*q+d5x%TO{sn|0<$eD|9RxyWG?Af5r4GU>P z(%!+XS&_J6N&4A3an}K!2Tb-LPb4U=)S+TAM4JllYby3~SLjT|RBn0tJfK?kfRP-> zWyVhIaLqaCm(4lhOLHy+(uQ;Rdz#HU8!*)gA8>0y*_^XMJCD;}#lkip;=y6v1q!=b zPwNdngoNDi+T_m@OTtHXkOf;k7q$(Xwm0vy;m+V7;NQJ=h(`}+efYB{F@5RZC_#`G zIh^qqmxC|+1lR&9_M+d30~1M{^=~Eq+f0RST+Q_8Mx^rEc^$v{Z==lWBwr%nQX#~b zBsUI&%jGaA#DCvp;Y;6B%S>8~X(Wpq#~C!AEu z@!@xm5C4b~u|Oyyjw6cAzq2URTJM+=AorItmZrbG=vcx)U}Hrlhh=E_Ju*4tZ-AE_ z?#txHj*K2b`frBO?9Camhc_;`$BG0c1YUs`{~2cp0h6BqE{5;qE1mJ>pK?-+oD|~) zQoKDY#H2xBLED~}TNH*SomL{F8Ra^zGh1dgr9SeK7g1H7r9d+kaCDv2qsv@ z&}%UQk+*57@HQ=zK!0tIeESP---3J9(d)%G57P%%(}8rY_3Vjn%NXj!@rwx8OViga zB0`=^k#>(n_C`RZOyCUQ!q~IEx(mk7_~)^#FLC1SGl`w~_7^-mntt>33uU}*k&^5u zf9q2o^gHoD?A21Z=hrW+%@q*=v$v_6=ewD&u-h`bQ6Ct;KRVy_va~ zc8=Qt?;%0xDRQZI@-g^l4EfZ#N^^6oST}U>_Yy+?T@&-B5bDHowoc!dnhJn|u&@M$ zKaN{`FwN#d?mn|#JDq7-oiT`INIJJde+7Wid~`D^F(k8kgl=vZe7FJ0l(5BCgSiu% zn0u%z`c;r4pI^^oepuqSnbb+Zg!t9wiUbHAwNCGC&xOgfjuXascU`co6yI!tVuKY zTc6O=$hkG4Z)&NOf7rj3=;Ot=6Zm#oi-m88%yk*C@b^vM^D4nbKN}QMx@(6Lp$L)Nz#+r!E&5GZ>-EXBjg&-Fm){V+F(iQgw##>HZn_wnaEaV|YxA;UGe|fX z-pn(+t)BCGInEnXIs6xt>3?K6{l+LDjAQ&$Pd_qAFukm4gG}jza;9{PZ4ExAb<+gz zv49N*04pZ*McpI<-5MkgUK#O;EgT6NrXT<98qRQVY*Fj3lS#FKpy#>)=)m!3zT~CP zOkg!!VH)DL;QGk^~(-Lcl>BqT*m4fGNZ?4(sf_$@;`XCpMTv=Yq zDz+g;yG@hLgDmUPyx1g3*1~a@=&R{>Ru@0xam}Gp$3S;D&^DuHWm~q17A>dz($DJW zjfb4kHOBhjfl-dYJ5`}#oL0pYCy17Q8&)eM$9YVmZLY^2UT43Fwz0FpKl?&2>ZuGif^W0G90?SyEtyha7I;>_kcgmOhRjjwkumFrV_4RCD=n6D<;HH@(6bBb4LcoG9v_mYw&ovd6lYASDx z!DQ!Qmv0~#(xJlHc~RdQra^wcqe@a8bAO-1BtPLmt9iko>~(pC*8~kltfbb%M8@?1 zuL>}cQ%vNR4YF7tl=Uu@iJZ!GYGulV0zDZJ>s%%>7TuH+IdoQw(8M?w)lgE_1l1)c zaU$$U$1rnh@VYpuObwDdfxk8T>sm+*Y4b$Q(;G`1W70lh(5(>|z63!h;d(m{B~m*y zAt!c?oNJ0Xlr10E&*&^lr zs~q4>KDnKXj{KeF52Bi@&LI*unx1n>;?6(MzCn&s<-zfUzlgF^Xvd-a)=_}~vJi^0 zc0Lp}@G8D9nb5Ogw|aIlbjS3T_3V-F@Yu3idvL-6-4B_&mQCmz_`7O@o)6^!M*B=3 zjWY;-p&FC{U-0Z;LDjdeoq2kTJ*6c0Iime5w5Ozso<01>U-3FumgH%+rC^x-q74!#Rdj-``d`<>r^ z&kN80#Rq@$;JXe@dT*k+oY(#5ymoqHE3z=+EIyVu0YAVfmPkV1(+}N`kYE>US9QVB z4;5VJm?i0jh-P(${#LgMIZ;h6COmOD`^)Xy8U(+on%e$txEu1JOoO+u*oZw5iJke| zO9C$;sD|VEVMYge_C~l@uK0J@D`7hm?{@KJe>lUf4BYg|*GV+Oae^^;1^YY81KNtc z5f-ElF=BRaV7o{r^gRFCq4tEnUM*y7=d11Xw~B7m(t)`r^FqnIP~s`;QxBfdM?rUU z%|6Z%MMVkn=-@#xr6$yhR-(8p4Krkl#VD-a&W&6u=ludf>T6~Wk|tup>)Sg2Tp!_eN8MK-Saw zW;^}(DBiwa%^b_pd=(+z+X;u)EeoDC&aeV z)(6W56he9~M7)8Pn$t2acS+K+B=@wB#FO69> z>AeY;N-^D&3rppE&%~r7PqQ>)_&BDyvUf3__>$L#ZS3^lTykDozJpt2O$5Fd=ov5m zRIyIG3Eo_6@F8&4)C)7847wJKE))7}3&L!*({F9cnu5gTxm9z~7-h})WWp=4R)@(s z6bgEq$kLPUah}zVtywzX#CCJrcB`#c!^g)DGq#v9F48-{`k3^gGY)qO2PYf79en=ot z3}UXao?By4%#7OG?ktDR_JqD!?Omx(r(J@;Dtr=@QW$jrdMIYisj!{?#zrg$UOWAC zM(3rDjMD3wEXx?@pN3|;@C8{>7*0D+9PsqN{v?LuP__!dNN`eAP%8rQu;+4$UGw5U zlLDr(<)0md>eNb)Zp39bS5|uw2G&!XJbXtRr@!OAm)3PEQgoJo??2VK+&G=}OK17T z;Ys$$P*+6Di-A)qz;5GhLFCzyR|>mJEM}JgSRw3-So|r^D#2?x!@qDN01?#-2$49Y zp%t7_?et3{45-rrMRQ8$6?(WyD1e^Pw-SF#;sOJ<+)C*79gEv{MZ7{)VPZ$dYv6w0 zl|Pm^=rqW6xI7VIQwf0D&c|U-qMU(ip#-i0_9OjR;;LA2Ra|JSuQ*2~aUqvD1vhzF z%dJvpp(+Uk1{k7xMrEm0nZf77DqrcKe!2<1TAn_lV9NMxG462LT5!Ix=eR*dUCeG$N!Oq_mZlgvO_LDQ{o>PZ}N%|o974uc|zqQSuDh6RUSYFF-3tv zGzK-f3M+So+}iF=1fNIj>=&*$tTC7*^2`>H?T*TGLM9IXPx=XJggWdmYxkHq}m65DQ*c3t7NW=K`% zYdvea`ynHwz9VqudI>qbMrjaoch%(OWK&cDS3w7z)!AKOrCG}=SGkg!_rCN`wpuSs z!Va#Kxb$k5%UvhJL zB^QemFdN!=%=Bj_tf26&Du3y-(_ifVg|jv1ntxh}SPmjIK(&dnWgI?s%_F!FJLO9_GMkZp*fIiHA~c8ShoAB{Uw-42 zF^riA;AAjo`icAHRD49|Rs21w^U6+vb3c%?>4!lrGbMRWYZLPuJkRJbpyb+55meSQ zHHpSLqT6PPO^eI4z%1!t+CZAVz@3N^M0g9r1tMdt!I&HsI@u6?pKs8W8iZ1L>^?r{ zbI1@OGLcrCm2KO^^gsLlj(A>|$*4>t6 zt}Sz{*$tg96$*eQ%yLfL8x4KLJeiT{`l70*a7IW=mJa|w$~}}mXsQSRU6WU3p{wFD(vI*%5n_t)k4dry zZtJo2H-!ZTh~05J{lrh?b(n*94r3AXX(koot-Zvdq*Wg~3I2eHN=@a7W8t_#LP#H4h&I=cpU_=s(WK~zqRi+MQd(hOuu9liQYFjsT zY*I1SSl*|>w|y_xRzV#%gA`w0-QB2&u-O@A&<^cwOGVRfG$6}sD&yZd2bh0VWmWv0 z#U(&AuCD;HHyYQMl|bWPf+f9*Zel;QxMATohcOk^@3-Lip(};!Iwtv}21J`0NbzW< z52aKnU3cKcx8+q6?rb#p>T~6*7-D%7zu;mfv?mYu{8GU$RlxPy)7`(Uk=!cG?c5^2 zg#6`F`AaDIwNUw%3GLPHcVa2WXF1oqf7vRz@dC*n`i0_`!SAc1M}MKG`G=IW|Eb&C z|D+AFRJOdDX-KaCoj_v0h#=#A{ z;O}na0<}#pL?4zLVlWCKkp0xLEAEz?cU7=0A|;);FLX_}EmP>#HWWRQRR#Fe6$+1M z>-tD~ivbn^jFYw7>J0zUYX72|{POQUbNGv=roa3X@4|!2YVz5`AN-?#f9sF`>tl#; zL+B9{OKJ9O+3dFz&Gx0)9Hx7v*>BC7((EVlMu6D%#>;PZjZ9|)6hT|m4@Ne#oV~6K7m!0>&9EnpxwN;owwvd12ju{g)1&tml83Vz&J*D|NHRf6FA7x^71*ig(OQiKwbkxvIV__K8R`(@a`Z#wr<6t6*p1|en*)`MFv(%*#+x&W*@QTOjYFicw1wCsjhxn4Xjxo{ z4rRtJOD}8M=iYtAgWgqz1&br8ILm;KMic;CmX7PK>=mfcpr*mNc(gC_gt>;UIdRvR z9M?lVohw8uJzabAbI)G++|j@J)8$3i{`PM^|7+j*-4Fh!y>h`;H(j|s+!uOS?-r|& z_+CmHQ+=pWCwB+b3@R8^Tcate&WrIR1J-o|BI<*rM!-lnL1MZ(G>tw;F*SYYy}Iec zF*kq=MX%FS}s!=d51^0yb{oy1FQZ09^74m|drE1vyZ&mP4V{^3mm-f&DA z)y{G1#{I54a?_fd#b%{Z^ym;f`mix(l-4e1<&xI}9PD7odbDqeM=<{Y41zf5;1F>P z2ei=%eH4F>d=a2MM|?Tn*+cLCvL}jt`svp$bl3$|X6MY~bOzO&opY@5za zNNw_1%z?)g0LKA6vz09oNOrM1IC~Y1SkJzyUQ2q*Q=RfuS9x;Eo8ghz%DO1?!pA!(GBUmEN%4c|X1JlT?n9wh1G3pJBd1e3x7dfB9@XXWH zl)d5ouN^zzfE;rNN&^r-kJz)nUfB5tVCP#Y=ga~Ah|xR%V}i5uwE%n5lYd?@1DL~w zM|_;urgky&8Wa&R`^7wjC1McBmYEiP=aG3!P7*C%vP|eeIK_ux(+6EEO{%FoJqt9r zq7TMHf(1z&FTru6%Cb#L)8bN-Vxg0IFK=h5kHd~KLohE!W(m%h zbva)y5!bdQs5o3XvzS(-tU*M7LGmAQRE1%AhP=m#v0U<}@_xjInf{)$qJoX322`%P zn9}I8vbUo=rB~^Fj$Y(Ktw5l(;79N#g$`&+LKO12ccYKp)(i_?&a+pXOTdd;XlaR; ze#T(xepk77>*5oucrtUZ(Ny?EUfNgar@Stw^SX1YVnpzs;ODUn&@^bsN;VuTmaa(G^! z_4AOM(TjLZM!}8C$#<+Q*jBS9&W8{{jstb0fpfJz|8vFC&0iY$1y!uu%iX`Mk#}Og zGq=bu5r4T+{!(`(Jwg_nx;^~!UGKzsKi&ywR6W-H%U0OncamANZcmlJpgw1QuJcXV zGv#j!Wv3)UzjLmo9BVkf{k?@4WKB81HR0Xcb%290FX{T;z!7f2BU8gsY0zr%A6xV{ zmB0>@0cb*j&_kjj8{J85m^JT^L(H|Ki4A=O!!p7M95E5t8Ne6UN5)3%1}W~mu}G4* zF@_ogeIhc0&?h2LL|_&RRohY%xgEL29l2(fVi#KqZuhBtId`#ig7!P|qPM#2<10)1 z_<*yI4~Ttyv2FYX_}yW1!&O+Zl~)#C{+XDTpgV4-XFA(yTo{%W_qP%(4Hx=K0=36V z04N4@lMC5ZL3ZyK?y-A!6&EE7oap1k;J$n2i^X8=!@cqsI~I!Ap8Z0hEnUQ?Py9@2 z3|G)7US`Grp87{3yk$@FVA3;opty#o@M59Uu&9?$Zy#2ltReOipj`NPOr)F}O@Wm{%9v2V>w0<0Od) z4?oy0q*V^;s)UXrXEHjNF#Y+ZF5AFm8!pH;aDa!AJyR+2y&SoGg9&}QB5LzY1w2|E z4%0_TsqQIHCt_I$JRQSXLcd78PCf+;sKyQVQHr)xZ`9rL*=PEoqiXx9Riwb|fsPNU% ztX7mYu4hMG1fv*pF7re=H`=M_TJO=kV%07%_(FX<^q?$aEadQmZF#9oPBh425!}V$ zQgG8ucyYLGKlf4vSEa>xa52GM9~8mO4@!ZHG<<##MM=r&SHq&=ohA#*WKm+R9I}f_ z03v3rHhV@X?aMLi$j6JNLJ>lMT$@SWZ-WDc8H=dHL2;=V7j|~AHqyckMgAS&P-6Ca z=Wshcx14Hj$HOF8=wT9e&?0ag!Ic!kf#7L7z<{<4lDRxgz#KFtTLKdtw+M3MG--to(K_J6+))6?g??UY79Dfi`7tI{j$p~5FJznp72Ji`d5vu7+xlUiFcDdv)RsL zJ2WM}e6dZZ0EFee2`DF7Y>JmJ4U4_@vU|C;n~ctUIWAr<-&`;attXM4Lp?JQOG04! zdHHy4qs+&v8yC#Ss~cfJFQ;SOO~-{H&2=|9SjRsj{mY+y&`(*+yDT~0B5JLx(oCO`waV;2e8!Gg9MuDI2Q8fpa;N5IGFDXZVU8<3w8{t4u8(`+X~d+Ft> zT&1_T*_x0;5X^XFE3k?xB!WvZ1j{+>+xQWn*ckr+M$10B#?AuM1^#UQzJ{OJv;XnS zo*lQRK3+QdZZU*TUnzY!|i?=R6S4pxbnp-B=f-irVGC6dB^PucOCiD$7@VRaU= z)5(LzfBxMY{Aq>H_AHR3QJE9UhL|NJmAh5<7W_~6gcp52izAqx$_8)}!=%Q6%%)S> zGF(voto087cKH98eB(Pa&?cW!ZMnGOT*Qf~&)>ppu3Rpx@^~tTx=O}bq>ivc#HJ6X zqKb`nX8omQ=N%DI(xI7VY`=~K6lX143H1BqgQ};L@oiv9JWh40QaJJIq<~|t3 z^9T_WX6!H_uZ;$Ny1JDFsrxdIFCNq@O#qYoCOxAjz4Y&1DcsN|?|QJ>e**tJmb1s- z@|01JKK~RVUq@xIyfYg$+HRSWZ}54MPd_u9XOo^WWj0%KWkw#urycn!v+^;s(yaQa z;cWt2g*`j8H$F7$Ja-Y`boe)BWf3RfjCnNkO*W~Xh6&J^r;*#6%_`$R|1`3Dvt-B9 z(@L}IX@j4ie;P6yG3x1DbtLs}GkS=XPTQ{1QSc67B36?gq#=?p@;xtGuo3@^iy+pC zAVSJH$-A4qvZvW;zRHZU*+U`#Wk!Aq+rGcWtddr(M5|Wf8=5luW>Eh4HE7MLGbnrza%`%u1ePs4F_laB9{!r&apqDk&|AP=NwVOC0|No2j+_nyi} zP;Kw2d=!O_n9(;sj|Z{H_Nk{bVVcSW>Yn>4VrLkmj3S4i;Sw*1lvAC2nO}g}5fnKn zU2jmo4jL@m}E83G5oq|Y2jpN6zDCvfWbSY*)`dzHu^mwRpyvXqt%|U`VpiH4zcK6C zSJ)H3IV%MA)}!RDZ!eegxJu-iW4}>+*DmZ>TZtdm_J!Y^m55^v1mN?^F=ih{7K8vk z`Jq|Q=Jx!DTrpU*RNJg*o0S`U+5c)d0xdPe?JRK8rBt0n>oA-EH) z=;T^Cq6f{=Daw=K9f9j|C(ll=qc5C16B|!i|LqL+5L_|h0Q7Z6GZjRi3F#(fB7lok zj4!AA+XZ0HL-3<^4pOBisGh~v<5r+|zQk>N6}D}#x0_WP{Ieu_-r$p!JKNy1A8x4j z= zG2GVgiNdW%`LC%`J0AKF8#v$1y~)WqC(I3tQE?^L?BI>1_% zUz9N>T1-9z|FM_2jYW4Av>z!PHdx|zA_%lK)K)KtF zxGKOwWo7sGbww4+JXx>D@XrpZ*B)1|k#{^Tr4{d*_989Xh=0cA&2`-^O3Vn`bBHWz z2Dd+qO~km2WtA2E;f160D}BlwbUo~kdBQb^xVrbW;Mcjn zuzwZ!yABwslD>EKVw_H(9;b#5e)v2PzW8Lfn6Z?-;ueBz=QUt#$Mu{RIF+k9TS63SU#uXHLTLcP(o#9njS4CEGU3S z=!|N)0rHkC0|_7@b8{@lIVcn4zROemXa#=G4oB2>q$FrhK+JOKPBF&o>0y*eUr zd^mzu%&J}8EW2H1B2zI#JArCyRz9+i7-IO`w-Y=Q6|-ztBPMKk-<0WpdmbaidSF|l z4lBgC_I5W`@eT)W;QRBIY3yzwNG#l+$8ds0W%5=#UvA=^reT)v+}~)@egP{E?vCVQ$^z6Vq)XiRdGKRfG2 zJ?-P3E2ty-V_O3jM>G0Rqlq|Q#8CMr-sD+?yl?Wh2ygUXZ(eMA^e57x^{x($T!+F$ zE*%Ql`3DeFxIeF=LjkB2?$0A0M9`rC?KII&6Pw1a{cxi~heo|rV9j8;(mqvo&>Ga2 z;ZxKjN6OrHMl>zH+-xLyN|`q5k!A5hT*|Ya1wtd7cE1qy$g_AW?a0)GS;T(8lnp=% zRxwNM{GWA3R@DsJn;2URAcRHt#4lfUzqU-n9=TGajm>h?uqUp#v>o94>NaO2Goh&h z(yUGZ%us%<3;ZyHylM+esP>c)LC{?#gv2%v+XRruU(II;LuQgZ*aZ#acBccA5IzlS zD|{gmc4e)-)_a@`N1&kzcQ<^Aa(t9b-<&`iT9g)Nig0J~x&8>iNj3BxdV&bOB&-w| zkhPaKAgc^n`!Z-v({m5x+NN&@so2|LE`~0+Z`f3NDtCL;R9Ds9=lZS&tZ9{Uooz(q z<_o7}t>@aJWpU4goz#ZZeuVuX3z!r;YYeW_I%^E~fjkixOwz7{jkK&yn|X-i#C4q~ zy8urfz~zn`N|`c)(X^+AxOvZNb;3jc@G2U0S2VhFMWdpkwc9G{s)cJPpzwyQb(GZ% zW?qP5!>)OQZ_{7y`eu^OEaLa5dsby6FsR9d2*k`)aq-x*!c8C~*;^4={^Hj>V11Ax z`(fjQdE{|YHxo)sIH5Na84M%NUVHIt4ou9)EZft`>2#UX_fHl(B=rkLYH5(zDym(XH~F7wlWmkUpW76OVjc}19<^n_l&Fz7hVYZ44HBIJ)- zBo;C;bWmXMp9KCTxj=YfMpQAm1_3VQx|2byAt)0IksU9>u0j*u^7N4NG$rtwmiAO(MBg=>{@Q&j z#GsD#Bx>+y zLKITgUwqy*%qYS`8n>T;y{2Io4(w$YRd~s7XG)ATH|9*C+DJ-=FC^7G}-TJNER zV1wWz&53X1pdDg6)^@?*V=y?4>v1?EqkFQ*ET1%opUsw;<u zGs1|V79$<1-MUci)&(*sO&CE;#+TM!@j_f*%nArM>=kV+w0Wp1+=FIa&tCCmwqABU z%$}~erp@`nr-!E1O)dQtn}5w0G0gcwTi>GrNvqPi35mtLsGSe-WnH>2U(&tq%hP`0 zzFfT6bSbYZd8yI!!ni)9w>21+`V4b*5vrX;vOs}N!Kn2Ad4s9S^t-9^sDw$lre!gm z*O~AO4a!28V)PR2%SmXC46w&_5sNv;B@JN~gXu??7bK^+4S~Zb0TbxatL3UxJCqiu z6sh#oS_j}32)Dg=7m=xs$htkSxlD-QI!gr|vI9pvc0-YIQ&!C?S4~;|Q&)GaYGsc; zCLQ`Hq4I-5YO-qb7gi!jzqC{qa|s^a(^>1vy+pgcM5mwMjE^UjJUXsOp0oH)a*0qH zCsnbJKn=T%`?Urm64qcBtXH+O#kcg2#c!<`Nc2RHI>obqzH*aVbet&}XX>_b=DBfJ zbj9J`u0S&m`7&a-;~Xw_+D>_>*Iixb#H5d1lHP0pfq@$xIE}77Sh%vy)0OR42L0MW z{~hXSAiHSCCBPe;`x#>#nkfCxeG)g*D1dy;0wCW;3FJGkdXVKRkVTdh@69X0m8*>F z8}RY>x8*f5!*sCaDh!UU;=0*|=U-O>!8flY|2($;>e^+`{?fI}Ui$vm0qa<`^Q0R{ zdbOTcG{sizdDXV>|L$ea{_=Mvd6i3bk zPEfTUuApLL5mjA872i!%JV5yA`PHV%YTD<&+ugLP2xZacNv+w;ms|6e zOOVRzxhg85Sib$evJ$wP?3uF=+6g6GNksLyfWJ+m>sAC*TnSdL1XYAChzaT6Ljp)ik54 zDd2@|d(uSduj~+Vz31Gbc1j7(=t;JUhn-G?7^7G;Ed8!3np7;Nw;g$+4xqZ%HjB3B zF=@}EBH2B+w+BtJe|*ngVy!Q^T3>XNi5*sx4(sU_-$Y$qQr17dWBrdP$2OAJ7Hh?{ zl4d+5wrk-bSC#DouGpe2T67?Yvwt~(&>TDK+Jx53^s=#>(rgVvsI5yVIJA92 z9b-K^-+91^49(PHhr=-PY1wfFoY?VY}P z*|YDt+0}=4Y4Z)X@9@o@Mq})G_SnttMsxA@?5WPffv%PhY!FG@O9HO_)RUtHM;2Lv z1U>IW`RPW9sCTjaG~O0KK9k7SWe)WG>wi_U8$asN)?5d zWtT;lB^Lz~_*gC-h1RIM0^c0afiRt(Ev$0bKF35wHH%!7`AzM6a>3~3AxO=M<8$6G zuxNM<2wfb`IB^#b#Pb{c6s8)@fObYf?Vzga&Q!ag$x`^eAp|c%94pWIff?rPKd~tCve>W8dm2)R;#~jnG&v zf|cb@DvCN*5~+hOfNbId=|(%G8^!8o&U&&%{u~y0<{_;pnmDe%Q$st8kQ&eUo4h?Z zGl~;3pacRjTbxn%DiiKTdMB@B5zZXAW4f&pLeW+y^cFdWZJ9DE{dfI|yYAlth;-xG z$kA$|=G%$@Z;YptU%S(IIy$=8csipx1M0-f8BlTJs$o1-H>R<)?3T?%uQ;Q7NZN&H zLazsWy`7!@JAlT5nI-H@)XQIAQ1?%cN_6%eX6*X5i{%dN#$xi$F^_2%;?9QO;3Krr zIuW=>Z0eRN8;VHM_wB}!dUF=y$Y0j#>^EN0^0DS+EFYo63i#&b(tr@zxjFaE-u&~+ zCFi=U#B*PNNtNJ|@KS40urM1((xvEJHLf?JXR!V<;u5&$on?R{oyJxr>$Ko%V95o} z95SY*y^yXa_6S#2V{5`Coze9R-3kR6Xyf;5TDN$r^bfdW{*WKFn?={K}wxd7W znZC%X&MT?vHI@5?VpZv}g(CT}%~Hl$W^i3~t~Hck1tqag#S2Mi#Up_z1}zt& z6IY9c2osyj)kib8tGVfXqXS7n#o-iRnQ_b6bDibvlzVit^Qc$~xWt{{633kctKMa= zj3-$ztF@ce8nc>F6JgJ?!G%d;S%3eW3f^>3y`%Y56E?uvps)cR31Dp@h;=X8A2h|& zK><-;8P`X_J=UOVe2m(^FWdtado*B-PsN@l{S(|)@(3#Tn-NihMMHbWH*emcy{>%S z_3crHFU9Wu_Gpm#QUZ{HBZZ zkt3rCa-VQF;)T-?0l|{WgJ`{jL)t)GI;{n1p=@0)@0l*cW7Fy^E+Mh$v2n3P2~{}y z77)*|05jtXlKif7S_oce`4`xhfW^M5U2j!zJqK9qu2voqf=HTFaD+Gp8k8B|v7-1h zpfA}dxv!VQ^g3EHb4@zN^k3cQGG`QX-ZDD5cz>|efdxSB?iGR`Ssx}=0$#uL9rSEv00ypaIkQSP{N+1od9EzUyvX+ zgm@nWe&M`>i$AO!M|kr6$OCMqhMdRsG0o%kEPtBePgk`7GSBI3()h(-zU~I|btMD+ zhDx$+(!5z;P62TR?H-C3@ZRhzTgW>&Us&qOW>|GnUK}OG(-O4*b&)= z6Z*6-28|iNoE9^FJN@EP*H4qKpB`G!Pm|J5m_nc2F6~Y~xgA<^#bG9*pUxHps*}!k z@sP7!bibGT_~^q+E&a72tj;6FdKB^66=+@HdBL?S79n4hD#T{;TZQylbaeExkkp8k zwca^}U~+GT9M(^Pj1J!_RCsdVUioid@r*w#u%FWQx`|K&CNEC6Opmcb(s8+)k<2@x z^P;Gsr&VYoM$G$iAMca@r*MDr3%{7INNaI76GA!dp!hOpS9>OqF@89ZPCpb#Cr$^B zpR?$)>7Z=`T>4=(_hoX;_#L&V`_hjQ=5qyIafjnp%i4%?W;M9py?jRjmwrUIt(X4U z+T3qMTxS?5jTwN251{Lz>`2e(e4CJcZR2#fpy*~WDXZ2+m1KP;=6*1%+nMhuxy6g= zFoz8Wgt8kuIJ4Z+_NR5k&9n;$(3Fip9~JAb~m`hzfEEk8Zt2 zE}BhXuY$e!V!+SSPz&f?a4wY7#rdF}zOOi5)QO;R9;;}2mKy1WKs3_x0gcU#8q^o6 zf>(kPycmNOnrP<<{WSs_iuw6kumPmaQ1t=<8J-QYe*C=}fOTP9&w+>#$j1RaP*4Xy z{aR56rzf7rwyp&Y`m!jbK}Y*dXppA%dr?Ufoyz*HWhPkbod*FBFq^|XgL7>9CtE=I z+T3Ow50s)GnA14>x0wNXyp*(v?r~B|iRI6R?bV*Qf!DJCkx#zVd4j``_u24P;(e6$ z+61D60BhHCO8oB!b2rm84J%OsclULOn%!v+{%o5wvKm)tFHxJk!%zm_t4X~3_DwAG z7`5|Ls?!+1HcZPpLZ2(^!KOa#W*C;QfNO3=$E-R#bPnTb2m?4p8C_Uu)dEF6Aq!-Q(Ptt%7b%xN>^iYLal-U{|h& zGh+lQ5zh!M@8gGf7_j-eEHoDETgzyliQ_LmS3B6}qP4&eYkoW05{CwB6m ze${JdE)ur#u;I zTyhnV#Z}>(`XKSX>vYFD52K%Xg?W`jk=LaYm^cGPU9MmraRZf!oR7!(AWvm78MB%M zMF-m1>-;Td)C`xlw+(ShI~F*| zbE#!yobNB))N*`!(=56}yH}_Dwu)z|Yh)z%}}ed;OgIdpX3UNq@J3 z0UprTB;?g&4#TF0g{8{Fl%S>o!&@szI?imR@-@f}P<$b2;dh8u=zqg07V|JD;b(&IF){()8D*x#UEU7axxYT?Q7JdgPWolq6Mk>nIYNKpaPn&Nnr^!idoOZ*Ix#^l!~B?2Eb7v8AjYJyhT3M8S?l`l z&z8}8M|)9X;Om#ss%O=K_G^^KPz{)VLg@v%c3ucwlS5&4z2MC9%$-I+5!WHzHp`qv zDs?3c(je$^2MRad+6M>CI#_imMSwpp<1%z(sOGH}3|E9_PJ#sgG|f)W-uqQXhY$KK@93{QIhpa9&)fKR!XVtI^RP3HSYg?`1z-Dt6JL zie0o&v77Z4*X-WXRRp!Ww-!Y__Hv83e1{?)b44)w$C17HY4g~L*Zco}(;w?S`Xh-h zuLKK~k?X-iWu)dtjB@gBx<$Y#DI8S;6M8NXh2&}=3dwBHQC_YEqP*M)N?i}5?EOoL z&?$PJaUnfn_6oPszS6CwT=K6{58*u!>B*ddAIgl?R*4?7z0oJI8h%H&5yaZAB&h_p zbtQpURVVirG0dIOe+A)=%c4MbQL_qBvnU5w>&irYwyU9&dW!!u|MFs?)L5~yTK!0) z1waXh3|W@Sb)AZuT0n9}reI`}twhUK5mi!Z8WDz4-1rJPG^LSEzM5$^vgzc|Nnq6W zMne|;t|Yj>?&OYp;Sw0*{@$XD-v(#FBMqXj#{z3!JnLh|2?%b@0%tm;iLBm5_(3P+ zAbS8PAl;Hc)z`QgDtZNuMcW!pS>#b6w`ArTyR7a?l}D(YHnBA8zlDBB|9dmG=S31R!z>-$3z%H|kXD8Lt{|=c81LXMTy90QIAJaIbm&R0c<>*X}jzr?P)y zv{|>;ylyHRvtaJ=G91T1)j?>kOqm8ky#*bJu3@=0t5Ez((SjOMJg<*eNR50cz9z*Z zFO6e&XkN3|Y;Na+X3b9$c=y$N%|8Lm%>zG47ofF!%~(4hHuwLe88plHo8kS|+d+O! zcurglWdXksidsOmp(SbrC%{It!7bnSr8g!>!;1wO072NOgPd_@q2VD6y^%+;>-WX-rGRgaaCucbxxgAx9ZmYscyBT){o&- zxq&Mq6A_dvVHD^iTe5`>Hb1i#lXzyB8PANTS~FvNd1ZOM1*l2nAczt=jxw(SCDBYY zu?!+361^8e6zEJmjPk}W(-0+3cI41xl%xlg&=3JiuqIF6-lyu`+dooU7$e{=*Nqs&roEhz70i%Xs*mLe-scWx9NRa*Ga=Sg`8n7W%J z6wth}le*Jo<}@*7c=4B4SjQi~NI8QGe_k z$E3w>GH{wmZ{Rq>bY-VjO8?ir3Wq>5odr1DS#NgM-bGg5Rq)P>J1GM@9Zqe+o<6}W zvj_ld5CY(oJ+JISN>IP~q@8&vOfm`!yHJ>pYr{Q2>~`R#MvUAxgvY{eJT_Rst}gsE z2YLM7ir&S+EP;Je#HLTSpW;oAA@aITs2#ek7wB21}QRRlRO=vBcZc3ptTvHbGytM zvwjzy-M3~e9hyh`z^pMhFxEmO+iJ6hKQM98UTQg22Lh)F^((EKA*}L4r~p#qrL_K= zSCjq6yb7S83kLY+Wpv!N`C;fQHS-yT9!J!Ya4qH&{bHtJxiMMzcHS zv`&XQP{3b46liu!ro{zrZNBj95}Pdh7u6Hxf;A04^NXL69*xx3^8_Y#1@cyho`-7| zKo%whBaC%R={DUjtuDcZ95qN;+uVT_YJu)D+|ga?y?TmtddhmIr`+K5l(oFN4lJUl z_=TP#7xxRigjSFtvy!LFOQ9b4qb4cc1uH10$m-o@U@SGj`!u1}?Z&a1A!K7{*1VZb zKE!|8+4Z^seAETt*P0s~XRUuR0sKo%h^WkUW)*|<2q!+QGlN$I=~YXI2dv;3>Wp6r ze*%EdA~t?u)_1}5IxXe(xK@j6am+?8c9Q!RfbZmilbd>yxQO7%a z8whxl^wNLvd|j7Y7x!Fl?W%#im)nXO{^j$nVbkI@Y;rYF>6?jZ|AqONk8PDdXui>~ z$2S_5$I>wRt2dQEQX^kDE{$dVNR&1B!AY}!W z9i+JbSH|LUzjKh{{$HC>Typ0i#r>Fh11`IrgB17w#=IVvf9o8ixc_(NR$Lx1Be*>1 z9Hh8^2o6%LV~JbG%!ql&JVEb~{LA$3colSBpkprw&rJl!H|D9i-o{4$|ri?jVh?*+D9QP#mPP z$3c1pkbaF0(vX(&Fs@bNS`c%tp1zUmJ7wgGu5RQCzk^1uFs6f6uW00|yckBV;Oa&$ z{X!VIs*4!8qVJfID_FLXD_*vdD_WM3D_FLXD_*vdD_Y9P6|kyVVgxzsXo!EStIBjQhLI zC@!OH=DG*>Z!vGc&>mW+{$LIx8wdFz|4j9EGbtq^LFzO%&qSJ zt>$g!_3r*2^A__4cmHN{w;6T!cbPXC>+auZ?liZ#`!#07>~i;|*=y(XGJAE8g)@7J zZnKvt&0h06ah)2zR+fzmn#Lt(XFdGqbe~WiY*@?%#;MrF)_3TM}p!W{H z!iz1^Q+JmU_k8O4u2}!+lPt_m?oHA2sn+?F`E_mP9jg4nVLDWqPxn6NPWe9VPUA)n z5qi(%;Gt8Wk*~mrM~9t zx4&0y%L6!Zn!4zYBzN6zV~+s!h>q6Bk>o$W)<~SYEax2-FOvV3!hY7%w2~UJJDYs3 zb;nbCbPl+qj_9I}aMbaxjXLIbO5+eyvQ8w9MJ~$Z{0~!hH-+30Ul^3p9)TQT6GKJX z2pq(kjK2;Yhi((KDZN0YC0kiYIR@-ZbAB4nbInv0Cy}@0OtZ`qJKIdFl;5G+mCMsm zq9i&Ce$-TqLari8SsP+QLTi9IrTHZG`FAn*%K zZ_QYXvP7)MwI%Q6CM47XI(&Wo{B|W7ooGJ9?Lt46*)mQtp2d`yG^>G5$aQ0C7@Mb% zJCm|msVv@M>huZ+o6;7Ldh%C0chm*qV`5W#Xh$6>Fc2C~TP-f?u}l?kf~jv${KYez z4z5ULaTn!u?xD$9`h5lInu*xArP3dzC6YERA*33r9mX*E^&i<$_ZO=)W`3QE_?-Az zy7FeMwmcsdl(Vx@o_wNU8p-UExqKtNr^5SgvYtbxhSSHN@!E2x$&>Xw9{u%=Trd~f zma|Q|-2P$dhSGDR4f50fN{d%G6>RK1ec5X_jYm zQ5PlrwmhkMYM!7xbUZaj2Q;N$uh_{(?()5K6X~!<_5;aHr#v#03f6Tk&X`8n88Ds^ zg=yOy%A0EBna|~R){bVLspL;G?v+8ldLqVFB1TKjHqb36XwEm7Wc!J!?8OMwzu3q- zsVnWiDkZdRcG6EO$EQf0+t|XqE86lU^%vfmVgfjs^A^#(TDw2 z8kZ9~Z_C5ga*PflZyhuL)GBT~j|h+0+-}BUiMnWg((%ZYM!I^4 zSmHiPqcYjdDWSn^Gf!hS3rm{Nc}6J&D77u^HJkSGtVUZ-cpO0U25$<2>L%{wm{4tbpviM; z0<(FdNx9kK-~p8~MSBS-=Y6JJYAMC3r6Q!20?=%e50wTW&wPf9g9{v>R1l8!57!x_7*R}e5+Kg#NAvKo-frH%g=9Wzn{fixDytmqne+1G zvnfrdQw`lDz#5lhnI54$eQkM6@bx0D$3&h%nqW1>RN9Z@PFj?O znweA==`XV?B^A=3%!DgqAFiA746am-qfGtMgu00zZN##rVMeg0KJ_PFa`euHnP0)= z$O?mPp73$*7my$#tw04UTD*PF7XJj&GjW?`^5?6KOdi92;m$kWf_Gp}Nghkfsz84- zdUyRw(66YG^GnD3^x_m=0C>lB_EUdS{8nwDY@hfQ)_Yka&sD&w)r*?2TAAujequd( zMi37P!X|{N#96H^_q!_gQR7T*>ee&0b@r)G{fTEQ$^UADo+F$>)L8Lg-PKE&F8QrN z6DE(P=sYrWiA%BXS&;^@dx^UjCeLDBzC1q1gpD9}^#*@RY!|?WepyI)|d4E)@_(f z)Lz!&Q-ASR$2^vkB2OM8y{D&yPOtIngw57}NCz|Aa^zWdTN;25pYl0AvSo z^(m)Th~9-JV)#b;`D2*gK^XC_0`A=S`_0W-Vj@sJrHoY{it4G_bu>N|n-MnL@#do6anh zjvv9zWRGHQeoI}(Ju@%F%nPZrb#E;|o(Xo6rL(uIz5S_if5N3^nlgT8rumpB*fTD9 zrm5#O%iOPfdv#nCb2W>uI?H@F%OaX(60=O2$`xjr-#g3v7kie)1baHGT;L{EjCsSe zh9V+-o+NVNH1SPPuyh41UBOK83M?gAkRsJ=O%V}rzPK<|pxl_{*8^p$@va^ck@kr^ zt-y|o(2yHFyJ;*FBOc-JfEMw<5YP>b9JA^t(qOwt8|;{B%V8tXL<7WzB#t$-u9i%s zd<2JV%a#!sIRlSqTdqg5=x2m1Va<@qp*tx(qS`EEM=MG%-OxlHnHpx`r(v7e%Y)6Wmq#m zItCPu0XcPIW4m|@)AfNOqa+cReeEfsS@kAl+%qv^03J&Lj4yfqBuNJz0pf79wVW&S zWyQYVUP@NXGZ>V7A1^FACZv{prA46}M%p|Y z1F58vYen``q;w^1;+KXQpJA(bL`SQ@KJHsSslc}f{^~4fsErQ`%u{&u$E~)U(15OX zYoXj-6!dw&<}(d&e-Q^!?8gtzcu)qo?w{+*iQUaIl^AVU&pOGT%S9pIq7Qziz9uoX z-Zh0R)4HG`EtxPc{Cr}3d&GxnZ@N6L!8iUTPfp>uhDjeq9rZ!hT~x_YpKCejQ}L5N zSu8*=a(qbE{9^v9$kBV`PtU@s1rm8zYcy;=Y8S1SvT!*mBX0I^qJqz6m}K_VWK~c` zC+|0g8mY1d*{kV;hZXf0aN1XIAu$!^NZ3MLfp)_jkZD$XLvn!irb7;3IrNb@*!Vc1 z#T{YbW9pqm9hz+3OipDz8`=aW-ku8BxJ#tJ;M#Qx2WMc3agHXCMVVval5NZtnilQ!LB$pdD%Q_@bz5Pu5)kwMn$m&VT@=C_l@X*h_ z+icaB#2vDnxMsr7NS4Or)LNHze`ki}wk_%)6;dNQndX^Do z^g~Xnya$^=IGcWGf?o)ZJi;h}7Ck|4lJ|1KyqXJSgT+haqZ>WNLqeNOBg5+Dg%$q+ zz5^AIl_(*-9|QoCj2&2=zv$#FJMQjL&xJ^|Z*7psLGmDufd0LhG4B!5Mo;UZd!B!# zrTz8X?kGh+8TkP$ml+O}_nT4*R}}KDJLBB|^oR=izQQm4#K%R_QTM#mX`ReumgKmp zQZPPP21HP#L_!Lzbu>bG*=Z^o3-M(UH6z8--+p{I{a_Q7l);_v;ElC|g^!QVw&kVN zjY&WO1-%q`S(7mTF^-LO!OU3{kh8K$I&IBY`8zM(4xx?$cWyyx9WD(@ZeQ*1wv~5m zgb~T|i8+?Wy&=qkeuaTu<@g^h9l|H8hrUv!u%gcF+3vM7@3itQS26Bde2tg&EQcK( z4}@5Qc9HoCEjD{1Xx{Ag{`&~^zqe|3{ghs6>q*=dL%#(7Mz}x9Vb*4!cDZyM zizMnIBi;#2k-ldK(cu*(r-?lzwUiRE?81=H^Z3gJDVvA;B23;fY3|hr7=`adVgtpR zN2}U1?zOQ7x1ptZXQw+T%trJyakJ(zdeExN$-BP0Px84pRA_giD&{9Dho`p={K#46 zI}dM)+m2S;rLM#8+t zzP&#qVbly~LB2V&7@5rQ(RpHyoNEI&xg(GSmOIl#am1e&d2rbu4(7D5V*2EZ@DV)nJmAXv51bAq2U75+ zE841Dr+4iF`M1s;;MrfyQug6uFq|O<`DS$OtO4CIceWc&M#;)JE$4u5Z7s^Z_Jk6 zvF-QS<|{q(GuSN$9~R%^W;HYtr9&tI5tw?0WcM3L<(QZ;emgY< z~?~{)QMy%iFbqu z9Qa<|b)y5g5{K;Euv46VZ0T;HF>KVpto{?#Q#jFIxY7;BIQrCg(V=z<--{QAH$;p# zG>tvwLBTEkl(Z#NE zCGM##9GX+uc#m9xg#*~qcl0uDlFwX$g9K(b>EFJHyb6O8#CaumpmQpV`XKg{B7n2J zAk_|n^kjzaa0t{hlc#lrDRXoUyXufi>V$?Pu<`(|X0Mb$dy02@SBM^o0d0C0iGrsS znU~N$M<2uqCTEug9wpUyFbd-q3^J}C*fW6CEkLCn{D+?=UK}iO&dQdFTRJa=YT9%z>*LwTw8;gN-fV29dOX#1)cGl_ z65LRIL$}fzi&}jT(2WIq*0`ylD6zafb4IQ=Tnr7Cwq2O%|H9g_YQ4b zc^a}|h{lV$U$o44VTE}?1Y><(X-)fqT{E@I=+sR!fuJqbbQ*u}zA8JP4K*tVdn+`M zCnDHTkF@@kabEw$^U$SfcaXR;8_;*TLU7dtR8kJZHYeF;m@5bSxSwg~)@D{qUQX1nVBVQ2Yu=ZSFU7iPwwd%w>`HZd!2ojbty|j7)0AzX0nc_xP1sX zUn%QG6o$Xa=wfz7+FG$YY z3Rxr3T)2u7f^QGFitbK0;%Q2-S`OMpIA}0Xo#5J5s{NdQRuLGVnN2h7{R>Ah4{`Re zjxagK#&Q0bLhh>Eg$lDzpZ`f+0CXmzbqg|J-16W1z1PAw?+rPlMVwnN!DrZA^9289FPLRO6Y4&YRm=>z zKUi^*2foTz;}J=BRMB6Y*&C(;sw)k4LR|A>q!jFrsiTCevHN#mgbZQ&%Ew>;r&g3337ov`TMS!tE!H(~P>ZJn#!Q4d}KCbyxE6r^QZca6aP)%&?-|DEum8@kcR#Y9j4=0Z9a;cdIz{Zs+(6q?0gIT4WmJ z`N>b-Uj->^yVBc{)H6`&Q+^f;CV-9E)GnFp*#L3;59&+G%U!IFmM%Thbv zH9Es!%@k>vlr~4I=?T6vQ?K@WVyq-56&6Tp@^mYbTUn!fVvjaxX0zdnj-@1uk^zl@ zp!!#Ey*8^Q8X@1(uCI};qC!d=l^PLoF^jWjrPH$YLtxwXW5u&C)eDrk)akfsY34&E zERO5E+TkGSEriIr8E1ONqZJc0dO2jZXfJJc#IGZStpV-b=OP+EGm@*@>A(Jj@O64)_~;*R zujPAN(d+%A;MHUFb}aj`$&mB+{Q3IpCP(afTX@>3mTpD~z0|3mMl(SsMtgVQvK&Di zCZC|lQR3+*QA{Gk&OoV?AL~MfG}?U5>ktc`DCzio0kn$d%(T~3x?ENjWrZ8}LGz99+8x;)^0>sB6iu zGu2+WF&TK&3vTRA2be%yc6{AOqX;uU;?!}dO3gmC&|yV7H50%N>2IAG zQKvKn9q%CkS9!rEEkYG*kx0_?;uHdwL593d__OjlKgrmimu#eN*ZR9K;B|>!OULo#OHIXrcVh81bD}14>tv`v~JY;Q4&|1IlJQ zz_g)|L=hIJEQA8UDkP&Pb3FI3XFgrcHo zx6OA(xf&GLj0l}`Bfx$C8rk-@DiL~*G-_Q8$6`Pcv8r(EOsHP4Wl{43*Akp3bQTRd z?cqH|m+8lT5!~APhn-vOaOz!ffcMcywQVn;yIv|vB$v-T{aqH@{Mo?wYKz{Uopj#q zGp$8{@WvTWHO|uQk0uRYFT=9JzC<@qGx@ldA_`?cL ztCNfTq7Pi;7alP2iq2XEpF(-fmv4L|F`YQ>U%viw&3AwN7&1ibwKr!SM7E^(1 z+IjU?a|^rnbyBZ@0p6E$0NYS&I2H1A62rH>UX*i$4PDPCsAqFX&z6D#x-0GdkYPt& z-1fj?KdGY7=xP#iF17Ie(1t@R%#q`+wO43oyMJeUSd3XNb>}k_ccLqn?$u@JAbw`k z`wjBp1^@lBJ1fYfTrC=kYJ7Q~4O`Z%=dnD+uqBbJ{MU>huxutOws?B6s1vwCHy=Gn(K0JI=}`-CWh zyb7y}ok4Yr-+~gX&6OoOzG-<3e0XO*nQg`z6If|C)@paXsO|`R3QzU-(4rMCb8hy) zS5bhR=l9&!G@;GFrm`K3Rv74v5cP&Kqm(zF)iUsfpQPPf_)qMW<)Lg{3w6G7h#*qQ z3j&;5w=NLTwbQjO6_A~ zPYt503QO&C38P%~pm;kYMIAzpPSajKe@ml|O|9Hg-UDl2wnLA;zs>nsEQqluweZtz z?&L4~WZJ&({Z{%uO|9fgS!#_h`)*3x-FPd6n}$}#{9L5yX)QzGyq>S%51st^#M&UW z(#KsD3w-VLm?g~Um>u=3n6Y6chLe}*L#Y7ANU4Co%P}k^vc>!<%e~&zXEaJoK67O+ zzlY1iY&4<+B6i+e4lVYZ@!i++<`IjdD;4Z_E0mRC56XLi0OQ~d{(U6QpCsgp1cr3v z_MxbC$7+oVq7*y3Ll;e@sBzJG8)WTXa&SV2;yqmJDRP{0k3X!@U%}VkV(wMQO)%1u z-0xt2Y#awwHjPjxY+UKRr^s2LZ<@1$4trh_A~}-=?QDA z#KgG_-{Rck%O%Z$eyJO;+CBD?v}9ru_XTSadmiPLm7XYJz484Wg$VY&k2S(_}atm_?EhtiwlT+vbCn(A7oB)pB zu>cr@%Kh6tgy4cf-Cy628XNeYfr4FiA}wn!8WKD>skMxHh)bDSwX=pDrR$KFh*Q)wy8g+xr*XyJ^Wm$vmg2|=(Y^9(Qezv<7XiOF)>ck`cRJF+Y>Shv+Qbe%=ke|! z&?-7r8wb4P;S!SVZkka&)Z~uV=Ea9nYxBCe==sr{j*Z>`HxjXVBR$qzJ@;y753w_P zW3@h8DI3;t&Cu< zUJkH*4@I{F#=XH=+c>v5_(=}~XTc=MY^LmV`VxiU9jIAZ;dwI;bGD`is)OY%@-oOgof4k$a${VrI|h)q42l7Ed^m$^RM zdzG$r&_U^_y)!zE=TLPf1uqyqx?xee1!iSK&iu;!k06NXra$W z@2WsB$5>>G%7giWVeX9f?qWF5TT7Y_xWN+hE5meXm>y1vU3B;(>^BU{Hx|)zFLUNv zx=_(u^Qee9{?=?NHknliplY8lY*Rw|AEVG=hG zoO@|X-m8mkEHj-b{B^QeF3gu(<1p)54Cf?yJIO4xomh4m3~ut`^d3C|l>5B(1m`(B zlUVAT(5`$ z3ZA$oI>b=z%lx{kQ~5N?ubJvdH09^5R{58o6!Od)qMKa5?E1s0yISY3GwP&Yx+l6D z^h|m>w?;?Bxl1t1V_j*kCI_#Y;MP3zAYy1}e0=A-3+yq(p8aw7j)xYKB8y$a>i;O% z$I8)MF(nauY95Xsi=|DalYLP_e8SeUdCikRcpWWaVGq2DSxj9z&Vt3}5Z|Kn#g}pJrBmcSyT~7mqjD@2tR*z#cOB{{et0r($kUszdf4uv z;Uw;v#uD_Ya6jQfnqzccUpeZzzb`Qu5Ar(_alU0}@&2+zlxzAU!D1b9{hd{u)5E@u z+`cZP*l&ovW>TN|ujlQNbE_Mf)X?v3dxHG0BSA!=hO4uA5>wa z7IWeOp_3;*J{Pd9KS260p*Rx;8j?O{@YQ5!9Q|Yxc6D+L5?Mm2O~%#4ygv**?>^)_ zU52K+zAPACsaqJsQ+SB0o{u_0LFq-*SXd6K(qH-(uFOlCBqgj7Zb3^Y2gLBm<ppna8>NvS0My43QoFFcqM?N}j)Hm;IO}1J zv~Y9zUk}CJGMII5@;&>P@>(yuK{A+f$gJ|MbPs$V4O~gp%avwq$~`cgvjazp@_iI3 zeo_d;K5-yCUS1Ma>0KUpbiGsCnYxB-9tLipZhql*wL0oqJ;_qmlnB~_ya}vfyW1~3mRO( z|Csi76flr+syx;?9OrX=Ah=+mmwe(Pi`YV!IxX0yLocB#K;cO0gwxkQS2%59yM$#ZR`@ z8mYAD#3>kJUH$T?s1r+%bJ~4k61E2$pG6paCu+ff&#ZfUaQ&(S?G2H(U&YCiEqh)j z3(%cCsv%t>5no+obS#2#<=`ooR!t!?ZCtvY0pqP1)U8^`Q0cj56}4tXTb-61)9_9Z+XUcI@^7oT8pR$j-5sOa z8TX8h2lHdup&%m@{gC+*Lld(c%qVZClPQuJbiOuX2Z})7tn`5cXvgTHp~o#!F0;lN z!JDV>G;WE7OD<=1+*5l0>X&Da(lGZ8Lo$a+TXA_ksMbKp+1Tc@-(yu{|J6uFJ%ypeU&t z(^@CUQG$E!@+pMZ_j%&nxp@OZ`?shXY6KmXP3UfPSAnwx0R@-%$VDQLFQ0QI-8$Rd zm!iGv610`?|HU2iAIcF3Wfg4MY!?$FG`EE%Ad=_9=r`3>86wXBu8%r#6}W&Ldz&AO z$->ILj^_@MycL*&mSU`_9_lPtU^goWr8;@BSZCN32Zm!GT}V%=e~`|PU0u$&Fy`b2 zb2?%~wK0{^M%G{O4F*Z$K?9+rt)@^2g76-`S2 z>edaEZ+Z8s%Y|E{O^Vj0%eO@nP3^d52Mo?5a*W;RV&}(+GX8b z%gfq_rS%?7Px$}gHq@-%EN%3vz5N&0bGzDWm!JM=|Caj7FRkxvzIK-^e>&(@ck?Z+ z>s?hgdpAGfEdDpw^531`K+2oV-nQ3$fWA9kRyKbC8Gl~&J>vU$HPp`Q=2Bmd|Ic)J z*Zu=}%{Ox1=6|R5+2>*Tb$!h#cbWf<(7U2J^zT2&x*?jM^LSB@lKJQ%?no0wCs8h# z`K>-RMUVxH7|}#ypbZ+mLd)=Oc&}FNZ3^d zG@gFMv$R;~Z_(QxcWsh+MGD@(JY}W+O4T}XQF^WTv4c0=3j4`Mn`86*(r*!83ZJMR zUmA|xWJrq-hQyopxM_4ocWOdIv?}^LqRHP!3%mhI zf^h(zLc(}}1D_GT(eN8j#`qfi;k}dJ_F@TgAS;EC>Y1gMEG%k1zg+uy8zZvE4Ny~X z%cc#)-W3vP8wZ*{6m1Yv(OLR6b~p_@LctG$s* zUUoaZ&Dk~OlX+F21dw{!)VHKEEFZP7!wfrj90Lk=xwGXMES@mGRy-UOgE{$!u1Vx~z%tQC%IEheVds&=dETqDLv_&$#uPlRP) zN9W#}N<3}-uH^1Ep7^X6ahML%N>X{3sbOvwkyC9xsj=8mLiZd}Vz}IL$WcS1W2M@@ zjAv26soYbZ!T9PM%nKPEPR$vC3>d2+y^oG^-J%KXzC&Ta^!PTqI<}J7MaL(PT zm;JkN?sGz}g^_}SMKWgctjM^3wdf{U_XPy=#k-qM$M8kSLH9ZRf*0yKc18v1#u4j) z$pTLUAjX=2*wpf9I0Bazl|1%Jdb$^(*Rv*J+5Q`UfjfScE7$5+x=n*-{jA!}<6200 zUI`1l*w>i&J|*FnKFQlbDBtzkOn#)^tAUb{&$(%&Sj!8q)A4e)#ld)~S4kVXIRaw9 z39A&^?{z_$%I<M&!n;FpgXS%(q!vnyL zb@~{~QVn)>e!--s228Q03KEUsNYNw|(+>&Oc${n)I@Yv(MT8V=+eF)j0izpPH9Rieyz7@SBpE0-Is&XOS^1nZuLyNcRqV zWv$;6gfiI^)TF(HQpi=E>*SI;;5`iR2rbtiE(L!)3FW5wK?iP2=L~DpUS!(OjIngN zjq!ziwWh=K?#dxbyW9YD!uG25$27u)#e@&LIkVnbiDn!MG_8ECNGs^Hg=hT$CYBX; zq&bK8R9u29T|Zkokdx`c;M%K}318TSZN&aMDb#fB&94bCmqJRbKL~>ER@A4TS2FhW z)SP*c!Fzy-{|uYRC|x*B>#kK{k1bPtYtv0fX_rk_coZ}>PMk#6i_FcNSe0;LcF!dH zUXyLQ)(`RbK$wByVSbNYt5JOJcZ+hv2TF4SlIOMPNfq~vQ}61nJjQZyzAHi)oOG>A zbzq^4=8bk6eex$&Nxb-{&vA^$ut=K3IsG~5eo=J%AEpJ02IAA=A>4fDqX}oNcL@XI zTOCz@EarJ?J7mtBu^9U3-u~R8J0TpFcdmw?0uJGktT5Cu0THBYo(4hq(=3-^9oWkb zXTv3|cVf|-3eO5N>eSHgnNT=-#@*}%Q2a;RjVgLt1`k}Q*w7gxbvUzGW;jNQZ|W5y zcW|7dnv6n7?QH`eBq};&IdOiY1G4C(LHY2BUm7fYyAQfiY*dx5Sk3$S(p8hxHZLXK zO2iBrHm%6#%zl^lX=h{5r^2x%^N3@3vM8R?0*7~(KjKUM`6YX64z=Z_a!B4FtxpzE zLUM^X9|uL#EboeG$+hai2!D_1e&^xoLVFvE4mV;E+a$iyPly=kXCsch&U;Cy&Mqd` zZgkhmDV4L~jHJ&S(nzQ5{TM;;6+FyOZPc7DB!k;AcrYI#yM<(Z!CB28QQ9q-l3BGu zM$F!_OnKEVK^de;2Zcq*3*hEK(>g5y{8>&hZA=(SG8NKI%3hvm;QXLfIVmeu?_{(~}c6nE3ILb02Q9B@3XbjIH)bW!s;1&y?#>CNFS<99!ADVrvTI;|A&Hfh- zv7|_pi31oYZu21u+i7a<#WHjY^Z->u5*n{Nu^-Yy%C4m9`BgqxzRQ$^1dIvG*3TToVjKikWm&Ac^QZz6Vku&%N^ZL$Q+|2gwGCv0Y$y7h=3n>mdJ5-wuBI=37+fZnf zMv2pPQmp=9&jf5A7%Nf!Ycz;?Af$|%RJab=Rswa{7~HIQ0!oW?veSqus`x}%2r)R^ z^)abzZQ1t_#mI$NvQYZx%&wjvtVka-`vfVABr-jnduXJy#rTE?IPOu)+fnu*_cOiQ zvA^vaCG=Z|E8$g&*ZeexUR%8Si7X81ILOaKoA}YW({OC{)>vrGqZWgvnE5n()b?z! z(WqVm9T=uvvcc(a9`~c4;7|^CPx4|91Zc2ikM(<F}54^i#wg^#ifVgHi>rew~#lSk35m5)sCxzRdR4+h(6BN?0SHUN| z0=0_SCsPc4buKqEl?D9}&%xET64IjC9r)@&HVw#E-b>KmV$Aop*iIQ_Z5H>F?7Xve zs75@tK*w5(O9aHM$L3hXyS<*IFK?ZT!zZi052-^GQ};OPV65_|6b)t)y-upd2dL7< z8H7M*aQ}Kwi+^(M)+x!z3hJn`rgMKs*O&eq{z1C-$cs%P)89sWZ`E}+yC_M)QWl!# zq>?j)%%w(}$pdwA3-}`hegGu_^WzFi*ip3P=N@CY0MyXDNl@DKL{&X1y|1VCk;OuO zPL!Y3P=enUcR~sbCk*iA=j9LmPy2LYrm<1jyeLteEi40F;-Tbo5{b3 z$53-!-SmA^>g!vH+0H6HEq|~E1E?8#>Q#*BPA@4&2~|VDAB&kyXD`nLpy39}K`BEj;AjNp5tZtYef1j}u10=cM&@`IFSH@#{w**w^ZAO@ zb$CG!Yc&7{gPwK&CDiduA?LDP**UJdKQ0=~B-Mc&H6Jk-q{t}}`d8sWFhDThV1g26~`kgH=Bw&}>#N>1AZM?rq0h1GPJJP=$@X#1gw*uiF29h7ES zs&ZKhm)+wj4Qmo)YK@?orNOW&pEp050lLm@mpDROK206R4$hyOLe|GS8af|+B1RRf z1Dt^tqiYrn_n=$LoDPxbc5|XeCM{986hePd0j{~SsiUxF^-GiZ7wuWhgz93I7+t<3 zaXA)+%X%=;RMe(Fe6Sz+;d=2zaGSMScd5>VhF2^e`T= z6N4Us9i4!H5Lk?iEICEr1WF&^Y*$-9Kq{x}nR#_Em9EZtHi0yK&xE*6!gfg*2Qj}9 zoQ@L@H~E5Ho9oE;uIFcJ|CA4~8<)~3%^LuDq|$+1R7>Gfa89cl_8G>HM1fPa#qTG7 zgf9#WU{YGX>X*7#9|lETDEGOh(=nImUjkxp?Y@sss!3>h_ttWuPC9p2zN6ARJXAr} zYYILXiApk#$_^RWehBw8Y1jlUpC-SsI;B=)*h!z+gv?beq^5(BD zB#OncI4>D@Do;~^DzDl%*dlwcvs694sGn{WWU=eaBpOU3qLB_1Vucly7Lj(b3maxc zWs<;^?lzTZ^iMDiB>%0N#EMIOs>n{PP=3o()`TLXUM%{%f=0pOkcS$c7Es(zPyG{y zy85I*v5{yD2`YhzuOApOqDj!|jGh)h#`iZwTESOz!`JVIFX-oZ4?M-#O3Ov%)C;CP z*apF$mJqdz`~L2{wzNz8rfRW;1&+{MYW;%|<(P>lSc{?VZX4BCdbXpYt1`0?QR3fq z)2)5SDO;7mY7jHezc{HXtsS$m3Yx=3l5P`kSL&VC(}EeLX1!s@JQJbwvL!<_(JCY& zPceLHV08!FtAP;#zxx8V5-2JY`fSG6{f^P&1#sWfkG^Btyl!zZbA0xO;(25D#;qOS zazBnJcUGrx2aRK)Kvt33(mK=CFFBkIS-WX{ zFWtgE9I4qK4{BYm%3x{D>&tnY3T2mDBNr)mbQg`%V}U6YnSjUCXP3SjA8dhmgbwfz z`_>1fyOi3C^DU{zYrn=6(FLG?O}0aw%V|x|FPYO8+qm;lml>NC^1Kd7$^UMrSm9b2 zTF%`#H_Txfg;auZ_znK_aBIeMHw_*p&Jio->rIL|72I-Yop{xHq|ME_>$60A(`rBi z|El8kUYEW>8o|LUP>ndqFKV7gPFYVLE<^JJ{(`jpS^#w2|2&vtC9!`K2KDCOxLj}! zj*_{JcGGJdzJ>4C!qBGp^jPP1^4N2sQn(9Zor2K83=2mQBXD@FyB^?R<~sLsU_Du_ zX|{>0>7Qv3AsvfjiKopkx36IVGJz>s(agR~zUczKC9EJ6Al#Ub^Ls_2Q7&3Jvr+VO zQFFkTbJRAJxb2%tPkv(}mq#3ymRuH2cuX_jzp~4R*GVwvAV=fkQDLo?L*)NRveMdw zDyYhRml)|5BH~9iqCqYsH^Uv`)P8&wJwv4@YH7eEo&7Q_+;4)p=%LQJv~mHH9k#cu z6P*6p!uTA~!lQh6o9(m$-J!U#l%1}AjD`5SKNM6&e#+y)z&Cm1FlZzu-;z@lveM27 z`Ax2RZ{$AgChYeX26qat6KW$BKONx+t4aaArkq7i4du^MAJ)oeXo1T<*@T^(7jE#O zL~H+$@(7TZaa@s@XbXlJs;;qUQ1k8GpMJ`L1G~rr+x;NG9mrCb99B4PUyFn8%+Jgz zwiW}4>#PZgB@}B{-RKlKey&MqJplynK+YM$Sy`Ev+8WQ<2O^x8hfwYu9`D$tk$e-kSmb(~V4u9=sE4@M#kU@q zcOsa!e+VrfGrqp68Sqxu5lDf?nUT|)j0<$>$F`>fGIL?VdZC$mzGHG#s``a#baMbS{={3L6rB8vOo@ zRmuR}TLY7P8`$kBJ|vD(>QBr|!(%l7d+l>M#z)>9+qe^2q#=B!h=CcX|1@AE?#>aRDTKFHtQ2*iCTYnK!^gqZ@-^tqCfAs&>K}f6raL?NZg`L0( zS~#u+cNw`IX0S8$Oy^f5BRT^r+5skt(-($7Nq&-VfnwlkA<7Np=^w8P#Q)F?M9Rem zOUZCn?2mlR48k~%udm!fKTZ`a4~a$BYXW?EbmWL^C>~0k>$C+d3hbxg3<(`aYpNd< zL{PE}EUJR4$IUnoBr3A4z-30G4irU#stt{00U6ZEElp!R_MO#%X2c*(Z|6$Ln$QD zDIoC%C>KGa`|IkIiGLgFlt=zO{4W|O_J47B%E#;Cp`Rj9&;M(rh`TJz!$c^682uY> zegO$h>UXw>d=i;5@#nmMsB1n6j+LR(x86(nc$a@wV&;)-MMr$A8)!o-E5jlc0(1xf zIszk{!Xun8si|{P5H0wfAki&^0IX`qg(O9Upwtyiz6+cf;M5T?%F3sr0Q>NWw4+A^ zY8VV*fFLCLPdKD@VF1~>8~c;=!lHjf#y7IpvN9~0lgpr7XM%uWU$!EVoVej7&<#*GME&^@TNeKbwQFX*l^Z+YQX}6Ki?7UWJodBh%5G* znwVtsTXA6&29TxZkl{{tV&F57ej#^4PzH1T;DLZ7Fhuo^T6Y&U|g|+5Q9dE^sSe}N{RtU zEPqZ7L~O#J)C3!E?$Jwmw$u+W(N6-{lVSjlObP^4fc{JU01>d{>Or26k&Ed1@eXz3 z&VwYwb>g@66A}6f_N-2l!jg63?H09ow2C@);;D7w$p1150Ry(`%7W?m>P3?3Mc<9! zv@qXvR&s_tE-?Vid~T~9V!=-_lKbEG8mLIL{sJVMXb%f}McgIuNOKa5I&n_*q7H-j zvp$j~(8$HTZ_EE>zn^5uAFxP63nmR00Ep0!KPp!K?)j}8EK(WqUy4avP@hANL2d94 z-v4TY)sH_50aV~(7-++&D@P&slc;>_^#@c00V-fI(B&pWnPig7BA1miD9^mqgOvWP zsf)Zv7a^0=!oaGdISm$ALPsuo8O7_uVVvq3#nXR786jz&RWCXkETDH6s4MG0!Z@uQ zB-sLwWc>$bSrUyDR^-IRKTEn73_WEA8OdserWOPM?k@o1e{|!$3i!TB<+tj@nP?T0 znyZ5VO$5u#G9x6vB&5+66h@Mc{FoHv^+_g*FiCq`TE%g&x{**%4~<9;8RH$*bw zhPx!w%EUOXWbmMa_TL7b3q2U)&qhR8p}7SBoYF-eei3K-B=i+zMS~(8kf`M-sO7fO zO?lMUFe-GAs6Rr(lLkf3EJq6X-DGyu7uhi$qXFJV3jd4cuM6{=lk2G=RDTG>RZn^V z{f@r^eDoFg=qvEonY;S~B>3x2-pK3BCBz?GKh)3p$j*cd{x|vS?=Nz#rCRm4O#i%Q ziYjkuZl^);P#%j9$Kin;fj zS940WId@4NzmDmgx^_u@<^2|~=s-}v^4ncC*f8XEPU%hQgkVd&82oTem!ldB?UZ)u zoIF6eV&>~0@t-sNRw>;Sz?tT6+%?b)zcUfk(uB0vsv^8S>RAIh3=273``Nu z=*ljmU3Gk)(Y>p`L`RWC$Rjw9?JpLY;^D1tTc3{PuE&e{ZrYN$S-vx|qhIG2b3*9Z zUufMeZA=Jg#~e&NK=h(go&W0Q>Ax1kLq{>$C_)9`cBVwZ?#HJDUM=dNm1U!}YpBmM zDRa>~&|D<;zKQ8J^!~07OtoJIju(}drn#{AMENo0nrQxO+!OW>`f6!cmX8A_!@={A zg&)}k##}!-4IxDzD2uW}!Q4|84HJnswxe|7Z)pDJiZRHV3*-Y9v2)LLA2{quN&sD0 z`$u|9PWS97a7lZe=NIfs{%oe9aeFU)hFk3}(2+NZsH8j1wsI(uWM&KqG~|VhL{CnN zsv=>Du@81kP*~Se)AlFNcGkn(vPHU?ft>Yy()SDXn^&dcmH`-z{3v&0MY54N#7Bv< zYShmp`T5cp9!VtM>B&Sn>%!U3q=Eu5MNGF&x!cD)5@woCIbvkTVP)xNb7aF*%BA<^ z3#C-UTo2YL>KvL%tRw1WhN^)n8uc}e^u(7EeS4s$M<`nwKP-hr7bn4wTvG)Jo4icwP=XQqSFbz~rB*LRN z#ecviYdWexy^)ndP*{?3o)zf}$YzUrdo|R_qUpdIRxKfxsV!J$WcRORJ`g{_iT+Vh zMW<>4#q3hSb94-bb)@1x=Bg6H6v-z}%-?(PDhs4}jd9Hp{S4uo+Z$X2n=%#|$2@Z@ zlG46)vgge&y7^kzn47a75M>)zRCw+)<4Rsc_eup-JxZwb?QX=8fddTFp zWIkCq<+4}gmHiy#q-Z3o8*!*K;LUaLeFVqZU;p>o@K!+Zm|zHW2>24jd>k^($Yu1$ zDOx68I;T_M_yyB>1#4dn9F!kD^MZEZ5YRpZuko~#83uBGZW4KZDOqOi53s*FyRnE!d^~N45)nP5!HlwyCYZ_`4vZfo&L@fyyKOl*aV>g9Bj`B!m0xEg* zT~6dp`IB2?MQ}u1hLP?Gl!H%Y*FLCAZLdpxS`WZ5&JH-XuAg7m_L?25cRzVW7DkdmB2;G%GD(@DZSnwqY&>lZJYy_yW+0#^R+nO+p z0#Kw&kPD`{iHM9)L4m?nJ(e3onKb=0mZd;jpYu!2Yhog<(DoFt>u(clo1%sYO%TiR z*a}|w;m01~QjY@arDNRS(3b-Pf8|Y=jGLUaLqjzLVa!88(nZBj`zKS%sSE74bVc{S z{bgJ8H<3aZ+-#G%VuFsaZ91?}zyiTlMgFv@Bd+^%Q%hzdfB(qilrE8NhE6(0)aLG* z!=r1KJ+6F#EhtQOnW!rZGjW2I{~(d=m<^Nm<}}O1R{=gU8YRUC?>I2igLVa>Bq6&k z7zggA)p9_k4(b+?1&@1R{**9U?aJLFOS2q_ElDtcYN<`>%tbq%>@07lqK$ZN4X^zF z$a=>pPkyLdxNY0EZQHhO+qP}nwr%^@-P5)))0pm_zWw~4_q|{4T9stis#B@tOOi^? z*?S<+5i%Z3Mh5gbWpcG$!0}4Tzk5=QPM(C8;ODpp8rpoM?pM0R5Qc>lXM3qN z*t?pXxn(|cR0Q{KO&(5&d&HEt4%61YDA|U@n8)AipU}`!&Qf{NY@mX0m&u zi+3`@-l%)hF_uvp2&dDlf-)?urJ6R`UA+jSZA5kpFR*kLAa2$n3QeVDpbZIKb;k{C zXEhK-WD}m7#tj-vD`eW(Y^)c?@rxQmGDDrd4wN3aOrqS__!RCAlmm}#nV);Jb1*@R z=)6}=dqrBtmO?@*9)6@ZdhgV1&G_FE@6bpbZ0x*nQ7sAXYFPZOHQJ+vW!N6_TDM#H z=&c+lUVD}p2*V?y**amN=&nu5(*bi6q9`{0L{Nh7 zQlZ#xyOs&M&?@!pC?WA@%fRrP32mr6l*B**`jDEz{70q>if{PAM2xUu&Qn*?`*p|3 zyi}~~>})ZS5UG~SfZNp@jeLMVUOk;9=iU>q$XSpDpoB=5!p)fRVaH{V!&cQ^gXLT0 zix$}TB3VWp?uW;kxwrO2empHE?!MwB%)_Vpy+V?84AnD<(!q$Npi3RKEVS&x$R1}`8T01mH`CFpzV+B@Pws*I z9r^T<1)ZckD*ZSDiQI+pb$PR(&6S0hrT$RC?VD9%^=e;(Yqonv{}%Z44#w%|CD6?Z zpY!Ww!!qCDvs1xu>%z)t=6rCAGaS-+A|1koTt{Qef$(v^QH#3yUf0$M=YMOP-ZRCW z)l8s2tdzW0DHa46y{4ynvCO?qCJ3Vs8$T{5wmgPeAW=HQtaT%GU24bTa=+9|HOd@f z&(D5UCn}DeAI$!c0LC`52tO_RRCunXFLU}5Fo(I}8X8ZBzUJO&Xo0jGy%bT18LK}9 zcTRl9nvQ!?@-*V#2f!mLI5+=zKS%9n-SvH{EzXWOKvbtedsJ?5b#+4}6}_i^&d=)e zew8=}P{d5UkIgm^nQNS0(oo__xsVZBryUKWM^~!ydY#hGay0a5Xg^7L4s&LycXEM+ zt7m|D7eKR|x0%6*aI;;{`}_-u_jeT*IAS;Tg*t|ZJ^5xoX#7RGcRXk-prj32p*t&N zegFDx!vIpH76s`@dromOj zq6U(_1)QD^L~|`YR8JE;4!y;A28;oUHaRNAbq4U|s28HTP2LIcW(q=XHmB%J~Fb99`5 zuM~}^qYxw_9&f1KMC! zb#&*C--~-6k^px#%aY2Pg+<@He*eFb(z{t5!$(tXZJ3ZIC&-VuCJMG{sR{n~hdSx8-G?pcGBuS+q~2qV5QBW z^UoTW-nL-XO561OF~_|06ms7RK=$;Q&>k}AU{q1(f0<2v{I|pNGQPsVI?ch2P`LfAHt7=>Cv+3DYs~5+CG?10nbK1 zHBzV%U6v0lW!7RQWj+m&K9~9jwPd&0RnYx^@JWSPH3QMVXFlzfj_~jQd-aha_zPHw z+64LllrFJo?sYlTGT_l|tNe@sO4F{iqWVtR)b{hwY+gxgB%H{0YADj+fs&| z6w*ncC#eBaNQzQbUKNt*kzb8B5_|zEH0TE>COQTbp_V!et%s;A>O6w~V)!4v1HQkO1Le zbXg9Fq9YY=bOJ@Y>kMGu@?fDcUl&@b44^||1QEr@*+U96!a4DSeIkCUNunbG;~7c< z6?D|vmz7=@^g-1C)%k&M1(H}`ne-DFPg5{WTbf@x4f(re5J9CRPG(dMnf&jz32}L;60Jr zlS@N%MIx7TzXBJeN7gLzaMBRWyF-)Wky-6TM%JdZ@(DY=+t=LKPNO2yO$7$FkQcmJZ`OpJZ9w=SyrOX^! zNuLgQ?Qslch}}DO?c`TcMfnnWF}e|SQAFE)1QfFD&^o@0(;yjVd>b9Gj+r6hu+j&* zU4S`*w=SKNr?4rw0t|+2gmi}O=>j%7Yb&IJSL-4IN}6B=j5ayB+n>J8mQV0G_@X21 zc2uAZFp7T^x4GMGe3C(9eT!x!AQHWc16&E(CJW2EKnwhxn|i)y*p8jq+gGnoFjUX@ zJ#7V+cb$E{{{P-fICtXw%OTW?AgpEtj_j@3tUVmDYqDBkKL^Y0|e~}r&#G*A`J$!-5yKF&c{ci zh+pfTV+TW8Z7rGkNbkknCg5)MY>231q9a1R#Dvuz#~*!0MveY0?`$i5wqgLjhl*dw z=+;3;{)C5>_4!L!+boJUS~`e!Z8-@khU>j{7Vw7uR7 zV}(G!8lT6>5Yh4cI)Gl<%yKnZgjh6<$oo6cS8RJnz58#D^-91~FpAptQ)^U@fw0sz zrct_QV(~e@7<=22pv)Is+|=%Y?`gz3EB;kQ@sYz#<&Lbqvm97~lv8ul+PuM67dJRv zngF=Z%J_qV4RZgZ%hK#cHYQ9`VFogOYb2s$^XThFdN}t96(k`?+FP&b{5tEPs$_KJ zW`CtAl+jJUvdzW^fO+LEjl0a-?`d@JQu+GQ0;W!H%*Y4aw$hrZNPEFsyq*zJg*Xzf z=~(~F*XpcGI%;S`%Lvu8M`Lr%*C_S#|Gw?VN9s}9XyfTK(&ymGT%_u{b5~+K((mhL z^KafC-jSU_=DFvW56~b6Xpixg+aKYmB!{fx{)%4%SGN=KHGR&CG7-^R@foKz4JxEh zQD7|LbS-2R>e6!cWH!q);E>YEy%2vvS}zGmpC|@6D^Dd@czS)6%nYkk6&>x~GGL+mK{5Imwa+Bci5?OBz8j;S#}8dlSIcy;E0^ex6%|Cb;GF+lKX>t`%kJ zUECBQ=^%?Pe6b-xXSSzz6tD%xORAn*ZafUF)4H^#bLu(Hs=_NW!ofXN0yL=bpFX9n zm;x=o`-Pm&O)lL>3R*}h6XB;%H{75KG0}@f8G2rr@dNBq1MY+U#9|XKqXrRiQJ710 z|M=(-O0lz=g`b`H627)1-an{NJuPwE1h^??GouykG^+C(Zf|8At0L|{mTaVr^j;ADr zb|aP|E|>vgf1li1arc@BRZfmqG!KJtzDAKb+U%9Lo?@iSBhpX3W7uZqHX2p%7+N62 zt!J$3?fJxZH&gsFEw*1;gzl#G(a@Z;EN45_ zPI!iRo2o=WoM(bV6YIWUIIy4mJ>HhwzHYIL zpA5by_P1D8D}0yki<4Tl@Oxbef2QK_mYWF*lHK!qhjJ3!@$U(2jVt>+Ry7C2C&x-a zVJOl@_C_fCGQNVE}yb6MX@V zj>1WV5*QVidAJEa_w>s5i2us?$PfF;U1<07GU!_iURX!av2L9QfUu!t2eL z-PUHOovrZ2LcYsCG2<-v)1FmX?^ys|R>BBHGp#0VmAQ$Or3u$=LrlGu!Ue(uej(8p z_O0G&t0A|w2LhCLRUS{SIT$}Rn0^|$uU>p~&!|Vsmd4Z-|85qt3x$rk2lzwtDmW$> ze|U&s4fJQYbbz<(A@sNh66DZgZo14lvQ24lhqLR`SRcwDk}XMH&v8fz<`?T*kSm^= zW$G6vc#NH`fGd-d-_eG4(h>3fM$%mZp^N6&*3a2~fgpTGpCQ}9WifxnI04?i&$cY^ zp4eG_s17TUAboTE(I1oDoI|5p3^1G2Qf38pgUzh&ioogf^*wB^P9_%3sBWRpwx_w2 zUQ~a{3zya8%Iu-cRFn5!SQRM$r?~1Mcr>5$vJ3dyk&ZG(gU-QpkjRoXpx%;mfElFc z3frJbv1WoH$L+(5OvdH2FZY)a7;2jsxsoXnr1){9Dar=gv$K+ekvZU{QCDwL|X#QNJ+8U$L0j7o>&9kNQ)ETq^6q>p?MwIeU#6FFh6isa?s| z`!Xt<_o9lFu+TP`nO1RvVYF9ieLvCTQ5xTl{_Vry40m(+w=RL{K6guJ-)L{Mhhu|% zPm6OVzWoHhWi5U$-d)2X?()TDZ_`Uf*FD*N{sU*xw-%?R!JF`9?qg};Lu#{^bHjOB z%C>Wph$-(TnK6Z?ytalI(b+@M6jV614IWWDd??LMMsYe#A5TC0F~cbMK_PtvR^@pL zo|t(vvlOfHY`6EXbqSJBN#2%mb@YfxMh=x(WqrwAzqLGBHv}9to3hrrm`gDQjH3!_ zcv-Ya&BUYc>!z4yJq6C~?~B!6`gKN1Lu3dWHF508Ch}!+O6y|2?KL(e;Q$(S`~`1-?l zqI3<4{xxUtE!+e5LkW5~{5hxpX}>oD3H{cJ7SZ8Vjzf3MLHl%E?bqd3nyZnbedl$a zcA%ib`o;|8lQACp4OwhN0vb+D-)2BAV7aKYF<-pov`%@aUV!Iw4t;UgctOB*yvK{- zAQJw}Xy;a;>LiTs%$eY+IHjuYMTL^rsVTxkiGr5ZW%Zx7$v534oy=^EEx4r1m|A1% zN7Oy{<$dt5syEbNh-c4!F5@RJg)YVUrJ5sWg8 zw-?eQ*gGp4wU09);7Ijn=0CcHSB4a>7@po_Z{Cr!$DVymrN!W=-0p=8u2UKZ$-gQE z5ciDZS?}Chl`}B#j09i6!zBL>Kzr;O#$}@1PV}{qnzSe~-~Jic&*)@+!mD())YSh7 zJ{PxscqS!_`u+)ey#mG~z^=B!z7C3C40=^>p5Cfq#Z;P&>W*vq{!|}(;$E(2;_z?# zTB$TXMFyDL0uizt=pz%AZ!zUh#Hd)PUp72VQt%pEvwI6UD=c7JzTY&{J|fyPfNFV0E@LGdFoW2 zKjWPJ01GNx5h!x6sc#5MhvEluvM{NOiovH2wkUUY{UW!7sed|_M#H?}jp$mrCFK38 zuEWRo>7Rc7(u?w zQy443T?q4nE^XM@aVG;;F4vJSSbSu!N-Es8{X#FPB=8=AYI)PxLM0a;^w`(lI9OuPJZad^H5-PoP?C`P1{=wl1j0AnU z7~}Z(a=@H}t7wP3==NDpI4=Xvm=z+T(G&wyyVKEr7d2KigaYslgC{KlSW{^HNB>qC z|2ACnE6Kp6Z+wpZ1Ph9C8Hr%cjh*Q>fWzAoSJShjc?YoZGiyw6KNd91U-9_1*+|u$ z<=ac~>Q*r9M_i;^kS;av6mhuE-PLV5*nUF?+$`o_2O;~9usrdaltJt4K}X(!sR9F(fVDe$7#iF zFi37*_5MEZ%{$97CFACG6?(bUU>5H^NVnzE4urRqw}16StFk{aj1^zuH&D+7r}=E( z2G24$PaFu=^ylre)o==%PSZiRm-OO0Y=LaX@4OLj4S(413qhJ5P#wF^8SvoehqfNW z*yb|^oqtL6xvy?a(C>W0@?I}iK_D+)q#~=moJ-=e&-+HaR@MVI^Bkb);>m~@PBTpXzMF_j~#3w>lf~14)*q7O&st&<4`XuP^5XtHfA};ZnFBXWr`XGQO&yG zq@JOiGYB%~61xNH%MjV3Y$t7ak_gE8a#^eQ-n*hhT_QJ(CCqz)A8mcO%-$CMwmJ$c zosS!BdX4GJ^v_Uu(}AW_DE6{@_ODo_n7sbd6_mbAH(mH?`SrCEh_30sJjOE*N8O#{ z|9;nuQG9RlbZ<-a)oSBFi5Ejn1u1jYz&22dk^}@nRvm|`3J_O(4=MCm=m&>dA#A@g+wA4R(LTUbjBcI0*j#}Yni?$ zVAYVeD5oM%j=ce*d6RpQ9s;%;FL5wYNMB>@zy^;?OWp{$V8K&bKz7ovlP-^rcgVzR zKXSPp?J|NTx}>4r{xa`1J?XkW1R8}QOd!eK=>6!YbXXSS5{dupPs~4NO(dlBMEANW zIE{DMo|BPt>#S}eSfzb+_GskxVS6W85c5gpwhwwM5>FW2wvp%8nJQHG>%^femPVr72x4K7rb&S~g1I4C0tBL(r~jT{A4*8mv2ZjjNlyfhK^? zR?P`=tg{V|EQD#`;*LLg%`RP@l#)R>86ujI*@jgthMgKn(`_r_BN)HTdU=U0$stEA z!d*vANz)y=y2-g|+bE3C&`f=TSnHy3Xr(#M znBrl;c7jGNlPzd01dKbS&FPCzK^w5Q1Sh2)9W#nIC@XGyoU&(9z;yZ{>y%og$PSZU z$ApFCNa}KDuw5`m%|y@c|88OYhANxiv2dgc`f{!41M*bgL=+DlAsH*nTY)FFaPNvm z)vdtdnA)@E!(UJV6A^I|3t#NWm>Tfnyr-_RXEx~*B}F=x&(@T1s4UxE);P2b{ANj@ zuf(%|Whh0{&iMKe-ot%=IgcALd|)k!R|qWi3l0nL3JYWk0iR_})CdTAi`Ys#tfwkF z&e9??_Cwg% z2SLQH0ZS#vf{6q)REK1C?AsEwH0Zb>xbEz`4q2XG($;kL!wH<%WfRxYWjZJws-7Yap#(JyBtbCLN&-wh+D%NcG?0%T5(o%^Jr^F3e z{0{XpizE^IZJNq@k570zMIDU{QIFD>KbLklax%cS zhh)@pbnhrTVT^W+B5h~-l5po67Zg)s-q+u!KPH`WfMJdI?SRem@33f5p4Foz{qxNN z|H+K`8&?;vb2Ff*?ynz}Q)ZU~1>f>4{DWQVbG!nKGFGbbT>WjFnsMI_wxaB+7@$p* z&(9$7xzz9|Bf{(V>DE|#a5;gfZzh%}95_R3%qxnt`} zx)wliSv0gWIt4A?m#!d0#WwX%M8M*sGuje%#_s5<8Hs4x1Jk-x&qj0K*tV;9FHPQ0 zH2bm?Rro_7|A!&j-)ZF_G3_ zVCM!0BxiU&MfYoJl53K^}vgLJ2nORnwUtNh|8lBP*Q;dg~) zLXkLEkuXMRzNCABWZQ?Sb!%v-YkLr#fevMNbc45mLN1viL^EP4gf2Xx{v>Zj`wHl9 zCJ<|`A(ceeJaPxECir8TWMJB+ZaHsAwSzcWk#x6q;tqQ#DuWp>w&KKS0Ldll3o0)2 z4jdoy8``Y#I2)NQx^1cBux)G*V*~~kCEH$ygj7_eUF)(z>xA?gd+)@0owBU0-k7e! zRwEulG}<+YrHM4GF^ksUNzUs zMvbF=I^!GYumlaXqZ;&AMxgz6j+B&bkkY#Ig=KEcuMlygIJZ*qABm}aXsJ06FRFg) z?o`3OAAV(b5EqA<{`wm}6B^0G@7|lA@Y?0+*4&Z&O;vErW(RZuxg_VzLO4z0a!SfA zA{jrkEi$|nJ)R0dAUTv6$|S%kgoCv%A_NjaRVxbCUud}g2AiFbplFmD>{^`>UUFNA z@YN@%aB|ldCJHbzNXzoRis5u*(v$MZ9+(TK+;%v%I14lE-z9AjRAy!v$vQ)|MKfMr zX3#??_O@VMC!~iPG~C^9d-6{&)0bdUIOi!S7a|}_;MRlkOCMUMLkaYrM1QQ?QL!D; z0{A<#B}jcua4ODs7% z1Dr{BojZZBCTSg-@jYcdC*jlaIY;m_={KB1zjz$RM-pO}#*+yq%&gJbGc$z!*Tz(S z1gno1qGuVfsd~+-Zc>Z`?61P2c#0$7((e?kn3lvXc!^tGmpnu!@|mWB?n66JA$oa> zl|4XalL@ryP$Ovak$PY8Cq6iuskY+odZe0LCq0};uA6u3^B*u*AD$JB4U5HJqUGBv z7X_N3E&O$dML+K~W+;546sdDj=X#auvNS_WlE0>Di_{3Fj%QFVNr5Pxrf=>~E^23^ zWTWig7$B4SAAM*VjaM-gXDi8iwHimvd|)biX|IB4Pz>tn?;-@L8>L_NC)jGdp~PD0 z;a%)u@%G=&t~`G{qGAv!`JSQ%JwDhDtekp$#o8-QaWAjcl`!yw8DIMT^og4G2exAX z{=|b#DBBM-H5`G$002=+C0WFT6Bidq`1P6}L9F73SzPve? ztB*)ZB3(s@B{Mbw^<-ZXDjBul8_-azU+UJse*aGSl86&=wqtzKXV+z6$Bd?XIYB%!*loPfeN`*w!hhE=_O;>Dj4dgV24 zo^&|g<)zmUKh3q|b8Yrp;N0AUmcyM>l&h{}=6QBdpk^i9iXMB0Rmie!Yd^1!ZvwI* z$*Ex)Mr%*qR+NlVg}b3>S*&v@#u@UlrQJYueUr0uZ(qo3UjbGOnIfnR9xyWh>gy|p zDbcqYT0N824%3*_njJH70&F*G--_wbwCP;cgl$d!%vq6z#EI55jt*08X82O+3>_eDNzG-N{Zcn=FHt9eO5 z-zSc~U9MvvaIJZePoQg{fu`M_8C$Sl61;a|PQ=Jl_$$<8EBx5Lq`)FrG=XeQ4=O+0 z#9eUT++NhMi$QLpgJ78>ae(g2#qVdy?>Evw|Aw#HkNr@>y{^kK$G~I$!jH((LcPZV zP+s6wv&1zJyG%gpy)y`%PaI-`aW~`=vcM<%BswDGwEk4DE-lG$8()PCIEdDuVqF_* zuby^;$=XMh)PWe7r4pBsx_)usCcig)Bo$`8l3tUD^MIx?vQ%8AztNKVtKQW(#qqe_ zJ2-#_1;d=O@S}cff(ObiD`n%vb48=y)raKLc||lhRt{%RW;+x}{wjafuUX?Ss}0N_ zd`?;EsWN8(XJOjjzcALJ ziNTvbDoif&s8OI&AqYXDKuGKn@HoN8P$^neS^6oDFqcl|w5H|WJq^@);E!@%eHLKF zC=ye@@HUg*u|*Q%=T0*pn^nXrAHbSTSa=c>Ii&0Ckk>Z)rQ|;z$Q^YYN_m|;22~|3 z@DbvH6kcK7BQJhvxu4dt%cyl|H;I|YMj$1YUPIG-e@1sueNX#+6Jq#3MGdGL*e0RS zwQ$C*Lo}m5&Sk-{5=Yd{MI>b?RrYIc5w6&$RBcaB9oXsX&=2Cr2|bxUUooAhs=(`$ ztPK1PmvkRf5WmVsBcgzvnfrtBCHsV2QywiT`c$yAw;kEqx6lrwox9o|LgwLN&W}hl zcVYI~d55JwC}7(itI%-|CTQ(nT^o1F%PPr)8WQ;c1M;d3kN#J5#t#pxN9 zwmG%usK=K=mu@BV93nSvi-4EgQSWR1xlerk(fkUAp~S|s2@zMb&@^m@lY9FDrpPl% zci%*0V>;{!)ENr9&IpD!eEQ!qGZ?ydD9kKIo(>dsz{yBtCw1S_XvBRZCI141qK}Dc zDw_nDljcsU_q;TXK4`<1u3WUP@Z7-pfR^&DoD>a zV;Jfx2MOpjK#c#?YcEN-Z6lqOfUE;GgHJ?D)5U)>)IJ1&ETiqjM5*LshvKiFi$Nn- zc281EjLatN%S<-d=qNO+3rxSxUrBo4&Uo89J8$~*+_xi5|qyU8U#`sXd#Bvfm76ub;Q!{lJ{ z3%!p&*O=dp++6%-jBlxlYdKQ(`0~xh(_VEc5a=$fI3*uv3~3lT&u)S2%D9Pj&n>;l zT@CQ`P5j^>eTQxgH|o8iHBEZG8J)NB?8}!HecAai>gMYm+#A<_I)J@H$pa!l()Sxdu~P!3uGekq=*|Gu%=f3rKg zOy>L8@U*Sk^>Ue+swlAX$WVs8^oU(PpxW_usoL7bQb4ksJkt@$D`w5; z`$l;SjBuV7L@`v##mxW=vz#|@l>=!X#B24(ZS{|!!x~3!;Z9thscTk2cYZ@rqyXw; z#3$D(tK3X#z#*WK(k}UqkN$_6V=nII3FZlRSe)X)@zKNM_v28f``=g^N zxc>YZ?D)rbkG4?olm3G*Z8U$6ynUGWE*EukAVG^_;1uc~SNsQ6#^uB-f6Leh0sXxw z-_4_=wobCStpyKSyeW`_g)pq`K7cq+c`7*QPCp$Nu_vbzt#t1bKVdBtKIM9 zf9%&}cYd7&E0_weBS;kNC^jc zZ~oj#oC@19G;&M!zTIROqW^Z%WyL35=mMi@6Y6Qm%omzuh!6D^;w{6v^VA{6#?}zE zcbM8)UaMlMKRi(_p|X@e2oAM2+1m)m_w``%Ud)&45ZLo_iS1>je(!F9{#?yA5dqkZ zuI+6f7#{(Nt9@szzF#O*wU<3zu<^ypSmQ4LSL)BcIgyi)E_XY$VHYgUhg`0c&%{en zwQp2IA{67cey7c_4CxUlCYn~>wVu*WWWlkxk-e6epE&qI(- zprpl8Oz@A-;PtDYJQLSMV6byG}Di6Fih4hpo=pl_jGuU{`L`w}W>3=fuex!G@O{8?w)qL534E zR2))^4$CNcyZ50Zc5eJ2!qs_r>PydZ>2sk7+&^;eJb)o`&QlbF=~1x*QMaWWF?%1o z#Yi!>*^yTCj1h}v5RZiu|2FBpUlb!P{s>|v$-K}&Ups6RirNrS?(Y zN_o9pT>W*bdc3Vl$L(ZI-dcICd&}?5u3BDnV0@l?a1khi-<3h{Z{D?X8DG$0{JEYL zRG$y5;E-u(Z*(={g<3xIdm1W{ZS4DRm<&@N? z(&mG|Q!(<~!oUrkQn*IFoipA7LUzGaI*?m+p+&S%N-!#&ptoZ&jkt=2fJ0zE{wDUM z%{iBG+#jg99zaEGL^9DgGSe~e7kr)Cx=$@2I0uS8&1;{YRff+ii0h~5Bkr~BmeUJm z2*toS@%ux3+se;&s$4y(9(Vxb89>Io!l0nFigpUp=0#F1>X-#Su=KoJ7xCv6T?Je5 z&6n-j;864=4qca~cy>sh+!kb`BA9Ygbd=m+ZUUvl1x?4eT#LQz(6+lIWu5Jc2A*UK zKFk#(ekW&swHG^mQD1SRF#&odY{wAppjxmG39JkogU+^G!IE zMw}dYr<}*}Y^$(DBPz&xT8nLsp6!ej5)=$Q+(3LdT*az1M>T4m=n6Pk&nxjS1%uiG z4bz4Yy60T(bOzB+3PX#Qld*_Yv|of85<(5G&^~{X2}5Y~b@}wEfeJKF`~7c1JH(`; z*J%K}8%Y%mV%iHMY+CAHYgF|T6|qQ`D9C9d=ppU38j9R(r#noFBPGYCtpV+aR9?$4 z2e_^590t7W)q!bHS=ropkSjl3Qd3Y7Qpzc~tdRkwPN}j?PPOX}h3>df`<^`xB1w6R z@q+VmT77Tm%dT5Fl-sD@i7gzccswl$z7UuSzByrZG`(zF%u)!gj?BJy(b6xu@V0_E_0Z<@Xs?hXp>*186T-uU!fA{ULt3D_Uhvj==OS5ma z?qEj8s|mB;z#VfoGr>HmcQXSIsCtPViSilXa&DqRCbRa9c69gMy_Lk3*kmb0idw!V zn2!Axp1O6uHsT!LGB?OY@C=`IvPS$LtqkW-gNAl(}DyI|Gc0& zs^*KHuy2+v&F-;&!v`k!EpnFnlu>hJ9Yf}OGU)yZ6jgLT#|hdtlX#7UfH-45?`BsDo=7Zp@O=sVDRguO zoi^1->g}Kh0NKuFbccETdy<ZHW!LP0CZ2BvTA@`5;K9&qBk9IYVB) ztrD1za*xSV$4T(Dbjk0?@>HYFJl`Ez8?|9IWxxj-3N<+utx}9Uj3~r+b8NfHH9_WYxifjiFGA|pw z(F|MxnL<@D@!&XJlghWiG#C#ma*s^`VGSBIZ&TB**T?{~?B)(WO_lMvFo)}`9ld#F zGp=z$L~b2YW&ytJxh1EeIGKs90?0`G6ueNb|k(Z*)^_fw+`)*Gd=oMFroK zU|c3MDn)ODRlUMg14D$`;AY2&ca5DK3D+Uw@WE;l`ikLt$eP%^N$_egN~kyr6|%X9 zN0Ygcz_D4*4mnKG9pR$^_@t#Sg3g+Z=Jj&i%UrBEUFZ*gkE~E ze4Ly{2WRC$R{mP`4Z{Cf|Dr5vW2o^7EsOw^CL588DDx_JL4A@v18WC z&ZeKZHjW)GR%DR?!Y3Mkcv^3(-y8EI%_tIWgrLY?a^~0v8$e;21}nY+UEtFcqtQOS zt3rL*Od}73wqM*02QFL4K7t9}Dra)55qyU&Y*wE(REzu!@2M5}2eQUFSveyk*}@64Gs9!%Xo-A~vxqW$3yh$wUv8No zccx$~l29tV#2YuAR~`cNk5m(=Fn_dYvKy6^mJEv0(%aCCAkZ*yUF3EhXhjk9Rw<~B znN3G&k#!~-n}F(kQ+66D${|{Ff=U<=u+<2@NEn`&{|LCqYn?|0sHT=0D0=iDTC$#9jF?8!|kWhtv&qF*~-4pO6?)GfCc_ zEh`-Q4D4duUv_M8H9|mDSWys*H3S?ugEJDM6xIz>*^?u8C(Ves@kcxL|6J|Z{)uql zTrJXM0@-WK?l8LD>Z0Z-X2eq*CiH1AJFmC#DT=yj5Aj%V;NS^{h-L0lz$(odnVZ(= z%xnT_eYU5d?ikjdoxq8n2-5FP6wAn^%4u2OAgxM`NIImvP;ym8mfW`i#AHyiE2}dC*)Z39L9g&+CO!)v=17L!V~9m#PJ`oNmwMmk4cdV?X8CDVQkERLT$M(7t`{c!kKw#!68(Cy@y@xCypVEBMXIPgi!~cG0?F zcpDOEOS(|OrwzmS~qBV=Uh9Z4(3vj08XQ)h)w=K5_@@9 zK-XF^^VaDU6iwml9GrB<6psItEc7xGQfH%5z|zV|tJlbtGwasK*_BhbdJYgfC>()6 zuwFQTDH0{}xdQm|KqCEc7Rg0@WD78z#4nNV@NKEW-I!vxot#m0C!JIjxVj|sPE^)B zB5iHgp8Aw7gVM&Dy`ZGH&%B|XgD#n#j6{}s8zkE$#XQ>~jmzXvXn55V+$m1@@$fAs z!pY1DSHj531M;d3M6$%S%r9<*w#GeV<8L!?{%YEvXwybtl~1HqYwY?(fTJUzr_Hp2 zBE+fBall2C40B01Kuc>qrRKgX`NZgJ9FjRBX87RQ zm0&8%?TCCjfXba`G;_fpnSzM0iS#+XdBDE&KH7^@+tJDzkS4Zjh}T>(PA0ZU(>`8CGm4t*0d)Z7p*-JeIm72WGus&^3NZ4FI@l18N9FPC)$rpSa8mqrc(Ck$rR2vAwvP+gOmEO>PW(+{zy$uKsBM{w)X7_gSm;EVi2?t?IlWT>&R=&GebuiSo9 zualvknK1TOo(pAvj1X}<<}Wu&;f*udz@;}g3ZpuHbRVCnw2?ZQD9Iv2EM7Z6{A`+di>v+qP}{=6%1f>fS#+ySsMp zn(D5pnd!aPT6D+%*YNQ78O%Ufi~ACI|8!(ra%E>V^iKJI265XB*=8i`EM{PY^H9X8 z^Urjh;h*V0hDN~hEtyV5>q>;TYgX)iwfX?0ySLiX3Zy%YOQbCnwv&KWYCeQ%yNz@c zlYB~@JZRslnL^dLpqG>bhSR7eax#}rA=P?hQXs)OgX8OQ_d#0iMYk-YKOuKDy7!mR z%-#mw(VTZv6*6#w_TO3s-n*K{Go@JgzoJ>TWvyXJB^Wi6c*mFLX0na^>X#luufJDS zGo)D1O}ZU^lyYtziOrbPHh_I~U|Y(-@_E@E3X^bu8Ba0?fm-9C62IEJiVPSzv(b(6 z$P5m9b;=Cp2-{!uoh<}i?O^fEJ|fh?O$E``kykc4ZYGd}T$~7A(Tw4iMDa2YL5dkg zC!k+yt?aHrnI#Asmn!Z)qS(~%&mdec2f~9dP_KG6o%Duin!{PXXIW_QREFxB{bQ!B zrabcDjM7}ke~q_hT#gVMR|LM-4QQUogwkx97T9Yq)HrQ8O($xOwB;H{cmAtqqFgM& ziRjd#OuauO91s=HK7Vp416Bzag~Gz_))}i{Ni1Y-**%X0sZe%7bIEk1L}?hZ_zP1I z%+g+eri))srn&pTnB3J)7M-wG_3NrU8?~3%m^V>7(1x=IcOFhdcnsH&vsU{D7cC5I zx2jtikRm&Q#y|?s;UB4PI*2e5Or~xQ{lyg{I}>W$R&3d}3;K5`bA;ngt^Z(cbPuEc zhg$A%xXkXrdI(`SJ$h2VR1s}hMtUSuG~Q)0%uuQ|E9!3}L)XkH&1TG!r-c{G{^3d4WlgEp#N&*DZHv-EO!GWn4n?++sA}x*Fjo3T-|i^ zofS8#&5^qk*+iJvy^~m5e-ccRliW(YJK0oO@+-`kcqtBDQD#g@e-}p%9cWYjj7+7+ zQ=T=K*D#3BtYPxsTMC|>%K~DVGKa=*)I}=Tw@qUH@sSJ1IjY>1f7ykij{}GCy?ah{ zC#WTg{>UXO;fe}~B^X*KG%_n7aAz0_Le@Oi>r!j_cERXC6tqX>39GtW@}Qq7^ods2 zSCQDrI!($+5vn?Zb@(>iVyf`Yy4<-YO6~Pma@BU*Ch(PZ=g>ScK`?#`KI^{*Cz$d? zi8{)=hvB>pKDdu4m+J}|;Id)b&v@{rM*10C2el@&?MVVcOf>MIQaxV@c)%+-tmB`g zM$U^v&FiH%AJ%PPif{!NW6Tw4t^Z>wV+w|;(@z+eqe4h2+FwPUG$GUdaK3|cP`xt- zR~puFi-W{4Kczqusa}zva~am@idYbdu)aTKar_1M>ree0j4`8sf9f8ftxNLW(=9eO zCt?j_T*xM)9 zA2OW~-?cpX(Kx-P^$1}62F_Lynixf2WyT5|4lw|X*-16r6{97pH48w$T-?jk)~HT^ zGelN;X^nT781WRcoavLONoMGD0%1CbhBOurH!~G($QE~1{oo}}W>|qf3Qde8!H*`_ zU*Usz@fv(zXk&AhOq>^}e#xj}?oH@vj~jBsuumgw@LZ36)csaMdZcQEC)TL>CuQcQY90+ZSJkJ zyoY*s#nmiFunQ1nfBC~HQhQYc^dl>F7yuUDIpPx$-L%8|p2plzqQ_f@O7W({>e&4n zic0Yz&SpZ)M?mZ!&xKnkIYQtM=(bn>3m3^dzxR)t5 z*0xz_&V?4a*+mcJ3>EfiNUBzFD$0i6?PuuO$_KB7#Tgji6aWtb%lattFw&@+r$m`4 zlzBwZkj56Zi;K3uW|_foni~rT$5dKGrd^?8*uO+Len$5FRxgJxJfwMCiNA#&?Wlz1 z$fOC@=U}RF8N4VNdgR!katdGV8M;7z%#79PFaRohj2za8JZFZ#o(g$LmoA61@fh-a zE_UrY@9AwdJYL(wZ4IvGgKu2&(6P^0x~5#RTKmT9EOs21?evh5^4k= z$od<6cSkr@#ncDkSb33~bRnlx2Hx|B3tDk)p#GpVDvH2VU1C+925?%4WA5e=q@yp0 z9t^=wlHws3vmvXBneaHgDf|Dse~=hJy7{;>hLpzuPNWW56ig?utyE_qoz4ul{{ z-Tg@5)3S@Ulq`DJO#M^V6c3qqfj0VH8mPb+bj12txhlGRA`j6E<@NH4z;pJ>MtE{! z@)Q=}<;0~fipbw6QQebvQ|SRVrWv3Y<6nMbY???{h-IlCMtyL>%n=}>SxF-zVJ zb&CblA@Bky-a`e27s?V#;9~-$q&xcFD${emVo4muF)=c{r^cjebu#2Z6MP)`Y`fPZ z#uqI8dmK!c-ufQ<%8nXZ7a8caWNAE+pj+(TCUqT9Qd- z+AJi#ztd_j%UI@4LKK??N?~6d>tZ(`ts6Zqcj(5;6oSO4=C{Jaekm>J3AU+FR&;v} z#sd_1geOGVD=7|_fm_$ft>mtlN1$x)PvYx zQjF(hUECMqD^L|=Gd&sp=G5#$1%KdfMm(6+^6XnwAH5RTtQ1&DI|J!O_o~!)^KitNuf@^ zoS<`t!+L&88V9f&0|!)?W;n~-D0v~{PBEC(-0uvym42TXS>JOP5oqaX0LMCZgP7ha zof&^j1lAX{9THT^KW^tj48#UKRcIClZ;1?Vde$fJpFH%l%?%gV4%=Q@G6QJm2S|yZ zlL2RLNZ#pRZVz3-vqg`E7taWdalOt2VKF_MXcV^!9PWj$tNld z>|A%ixOGbkvG)k?@$HXn5?FI=o2}T;#{SIqHQ(tFDSxBUAHp+q(1$nL*jDBQ+o8vL ziW^k8d(e_vTAdl@0^6eFstY>2V&%czh;{`TaSCkG+$$17Oi%VeWs?O?k`Qovp-W~8 zKnH|ZmggOiejiqb!sHd9SZlR5?wX2eS#yJlukl7y>uOskNQ2^tk5*0qA8!t&r^?AhCjIxngg#;Pzh}rw zHbwN>=y1=MeZ9vgeb-k?m_9n%5bafSL4i%sqA4rBl$y#flb9+fS>ZKx5SQVIl$L( zAQb7gynDv@+rYlRawNAU$dfqow5@%pyNDXVLQ^mqhd{7~6-hrDRysp|if@CU*hZZI{0eXqliOf@0HQ64D{z;N~ zhX1}qD)>UiZMLEjfvBEzTlp(!^*C~$`atb`LFThC7qw}}f0Z@)wY|)G5KrzQgxzF- znmtXNege%!{4fmh$H9GR{$t_s;tX(mr+LOhD7IUg`7^b{Y&`jmLhVE zpY6KQEb!+r&#G@86ApBt-g31RHH{k}=PM}|toY?8JWX?Z~K$-l2 zn01!Kf~KC3LWIAY60rQs)AV1-8d)k(nzb~DL&6`G-`0EvUNhNlpge3A*iQq*HQj~* z1CkKXiCj)b3Ok+Sd!rroa9zLcVP!kKmjM?k1P7J(pxSO-i3}s zxEoUbt@`Kl=NS!_cIn@&>ov(UKhSh|cjqo1Mv*j|vyz{}ekC*qm0DrJuYwoQt~GhW zR`fdE4M4^RS6&Y)T%WiDK6byJf=vNVg19?85Aub)frnxvIwhX4w}|xFTe0Z|@Aa^= z_k8=>)Am=+O8u%%)YqU5R88@7%Pj(!Bu2j8Eg{rcHe6dUggP*Eh*<-pP@R`t@zIp&nXZuyWI7P}GzD0T|#j1@(HThIXSH0R(zef>X zaeL<7lR3t}gY+(`e!Uw)WQ$u92HDYewU=1%_ZwMuML?&XaZP8vrYTdP!M0qLmF0^> zD^$75pqpmVAWGgh6`kkc4tZhqyE(O&+2MY@cph(OpllZM!|sU9-LQ z^Je38gLlwe3_k;*UYv6X|5ps4OYJf(B3rS>V%HIbZTe$9* z{PTT)vsunpB+ zDz4BOFLXd+paO2YqKI06E~{Xq;jSrmYD``v3(@sr5Gt=uIIgJdagl&7Tq5-0-6|_? zC8DfS-XJNMf^~u6U-NYvEA^aU?Kc$D9jR^Qubu zzT$N=>OTE(k#Mi`w5z&4GLH46`y-PwZt&YG3(+2ON9JDN(^F%Qbx*`uWP*aqJ=&T# zt3^z1HVhOMnrQkL)I2-U9k8e15P#<$YF+#G8HC3^>~R1OG}<-evZh*ymaX>>^sLi} z=WfqQ*}#?$BhoGCq5W-iI!Jou?2O!g-zS{&lf;U*XhYWAmUmH`x2P#+PlC7T^No_M z+4xydj1}=6Bw$x*o6+a$Ins0MKGZAvSqja2x~WER{aPFUfWy^ZajQ)ZG!N(J zx1{`90%ZNzThMBkLh7DIhp-^>Fw`)r&zzt}G_w#88CVxsrzq=N?uL-hXEw+x5oZGFM~)^)@F-nZ}#{Oo%Tozuc{ou=D; zq=SJW2(9x-0MYwLyz=dS;`Hv&1ZWMvx6DnW&VyUoJ1fu)*Qb(>zmc94u^OK?)Om0O zUnj=_eBCzp<ML*bdyoAC&&2j^qm-KAHdWu19~kt61TV-v{|K4b4nT<`n| z$B>pa&x(H)NVU5>yAGO!v&f>;nvItx1Gj?wNXk)7md|oTFu*>yK|=UCo}i1sM-tq=PNBA%n3(=w&gmt%O9_R{AruS8HMt6Uhw}08 znTUke4;UT4^vK{?&)x2`iAY|Y8j^PAiE*QEqX5~AqGr5Gqw+G0g9Tl1%`vE7N56wg z0?sn?9lYP7rpc8_Q`5=g*ksqJK8 ziuZQ1DH0RF!#Q06x_`zwTmH;xN3i!GV-CfioZ@aIRP;JJd^y)y6Bl453;*o$l+F_h$fSMnkx(f zMKs*a7PuPux%)df$c2mA_6??HX1r@9A1NBMb92{A ztK+7hyibS1v=f1jiHJZP8e|a&08~d5Eg4cl7mi8Yfrx=1hF~a^ft(}}iyFyFJVrsK zO%Wa<2;MdF5V5Ej1d>!A1}g$Ul;3um1J}&forsCW{!M`8l`RAYNtln2zF_a= zqAF#SP;xq7G?;@ZMei=rf&p6N5i2cFAO1(GVI6mQ6Yx59*}%^`;-1`s>luB(AweN`8JIyp3Tu#{h>KA$ zIlw^*C;x;A10d1x35dTD|E`Fc9RCBtaQ%D+&h?y%Xk%4S>#b{k!KPTJInFxY;34rz1g~7|}%w65=39 zOl2H1B*=RKE!U5e`xOF+Cj=WH$^%W$B>`#c^_NYw$SN1wfwZ5QNw>0>YaoS9Mxzn= z3nh_yM({4USg>yulMHzuv$>e?hu*sHV^YoGj?`>4Y%V^5wdp`8h1Ata)O-|ob9Oo2 zGwDW$dL(`yel$7Lt4z&-SJx|rhTR=RQijV`Qie{`f!8iMb7j3wp}Umyxoeq5(_uV$ z>o^p)peDA5- zwU@?!H;Rr)Bm@pFSiNfwKU*bOV}jej8at@1dX|r5HWabPzljd=#CqQvTk>A>-)Vp7r@-eCr$G}XcaGNN z3l)Y!P&uoEuDUC~8Bx7(O~I^@+Pn&)l`Rv&6h|tp1t*qsmfnXY&{$q{OA-_8SxHDIM)3 z=w9xLVLU?0wZK=vQKMIST@A&JZaPSe&Mm@)Ebm7DlyR;a@2l}gS2kXn+3uh6D#kTC zqi)^6BT{|rCb2kbwrl3X$>^91r0%5cp;&XFVa;jB%Bu$<9Rvvto*_01>f3^p?I}5o z0vd(Yj+FKid4R8A(^Grq--USMZty|Jx~or zAVXxc6k%iwZtY4-{Pl-Ow`RQJ80lNj#_w9`w@z@l16Ms+B#hQ-ISS;DJ;TF9KJa5> zTt8J3!tKCig+wNhaZ=-t9J1N8a};~W&PCjs$3s_)I9BKMcMV_;c=sGvxq->RYm+Si zzO9glu%Lmn^h@8N!7DAb;3G~^eVKTtmuj)a&t1|Y_U z^9K-kDc9ucp@(@)0~-rnL({pzMTW2tSlF#i$UT{l zjPh}dZ;dCHgkIp45ZCr(J9c;C!bX5GBpC6sr;JO`52-}W~uvDzTc>lmyO%-G;vCGow{>Vc*nOaoNT z<-(PXNDV5cb(0IRhs7}bj9ZFC6uH{IxXo0MsBPh`k%XF=V5@_6wEUg>C~`c}`XSGy zYH(Tcrxs$JOcjMDeA;aWHp{;bQ{^fywHGb}pX+~Ky2LxqVyqix@0osQ#2K-g3Oo{C2&`8#^(0zdPxt@lOD) zrkcaU?R3(t1#AuB_9DUfEQI!#`7sOlF3qib(kyBsumZ@jn z|AebB8mEogHHAA=>>((41n(o8IXypQaDkEq6f z>Me;EsmfH$aXZ1m)PS!HE&H`PZ%S}i@<9SNCFO!B!8!{@{D6_>&D~@2B9HuPxk_Vz z=paE+XTpJ6q=r|g;}YBrEq<9@=vA(%MOw{)-|JtpJ1&TE-`NpHrU%(xb}=Z@K?9m! zfRGov<02-%j%<9ezr^9UFF)zi<#6y%Huxs7zK-vtH)y#2{bMa$1z!?);u^CWwYt*p z0f!;sQs*CK`<1UZq|EPopT^fcEGsp(43 zsQBv>QEPV|$z}WY(kdyLRRGD(%;|Ec5pjX1Ah*$8=jw2&FE9#@)YxbuSV8-C$6Y6S zmrFVl1Out24S5K!_vWM<{hzeYO<3b@35nwYY~bR7D8H2%On+=;Rb<37*2w_u2`M8s<)qU$Qjpn_L&W2s)qy9UO<# ziaGU%z;T9xqWWmwfiU?bo(CaN#&zB|X&1ztT9~z-FvXy-32oiLJj8<_${OH^Cy`H< zTrwLPo7I2UFv*OE&A3YVI%fIG6aN|-v&%?TsiW!^0V9IUH=8w#X!L#a{l1(pE-aDm zjGE0FdcjRg+j%lu&;GYE&^Z}ap*91=CLihqM2=2%$4ZkK7A&x ztW54P&Hh|}RrzndGI^u!;9%pN%m$MaB0mv;7#W=pZ<&bzUbl7cx9pMK_#vv&xJ9!r zNj>h1u~378up`bPbU&kKD#8VNRZ-%H!4){dCPR)GMxX<)kE1Dmpf=&i2R||6w?~dd z?elf%eI=@_+N@D`5Yw`Us_eX2d0#ut^Zqf#{@%=KAJS8Z-v_jjUylN$pCn6B7MQdSpM*E=!~3i z0G*g`pcAet!cjOMuXsSXu-DKha3zoukL1OPgD0u0_DRu&147`gk!pknlE0=nlZ8psKW zXfNLjC?i6uj{V+XxIf=OI9aXm=odYS5=uq9!9ckG-UYErroeKxcdblC?kLs}g8i5C4piXADJKe;gV75$xp=yb?~ z6+)X{92!y=mlhPA^3w|jm-fZzkL^J(I{ITPx<`F+zD@HMFR!A(VMS2>(uN0A7ygsPO(L%1nX5B~kib;{UVP*;|Ly69j;)rSx z*15^F%B6{QJrv+)dobx#7F~VHV+;NPqX7bCy}uR@jmkzi%#gNXc%XE&FlMdKR5pZ< zBy&s90baIoR0kn7qCK=Pi^HH5kZ7THx@5fM$_aOTu<&wSezHK071} zRS`YhYnb3EU7|b&p72~haWtCr9UPj$SVujR|v3LIoUS|sku^qCKb zKLn{?A1l{7aPL1I!{i-Q$&WcHf`iQx5O%r*pZ9MAwab}d_mHTc-Ox% zYeho*;2NI*Zd+HM*5}P+z$!h8N46kJJAXg>bOf<{7CUUJBD7LE)IwDn70@RPErCu8 z0n#oLBo>b2lS^qfhwl5Wlu+_d(qN~J&55fHcEw%3G0&f+RCpbMe(m?7s@#vBTRs>w z8m-t9DoQ>8mevxnEq)B68a@nQU49nO-Saet& z_v7pSoYn!*1sfZ`n@-3N$+D$EWqCQN?q9vagDoFmv8wA%CB{m22Whg%ntT;b2XXnN zh7*IqUq6ruyv5}pN(Zo7K(Jx&wG;FQsa#0bWo<=x-?-j2BW5|vr)W- z7L{JAT+UY!NmLOjf7tMNrvP8J92VL61|^d5da8bjzOP3oh6kX!6JYV-K~(>CC#XmO z@4LJ}g;xNw$zE06()r$3!j5h@c(k?qb6l;Tay{WFGTv+7{P!}U_hW7!vH!X{coC>otiOq zhztp|0vHgqkPLh1F+s#0ci;_R&Jkw5_q@#bCHWa z#v9_3WB46Fl=0`MT~1{{po?I*Q8Gmw>dDb2uU1FuYDM+3gz>YzN&?t!5nPq%_BI2} z|NFhY(8(@+vrgj`SP8XcL@1A3bG+3+00%y|XuNB1LyG~l-N*AH0wAM1f*Rh1c-zS^ z-OV@)vHiyj7gExR)a8!Wg?R29#)d=NzBGW=MT*wN4AJE-Ik0Q?$4e4u`(xbSHegrt z4@4Jbuq_HgvLdPa3!2)?k;)Bh2K_Tjur1CUDf$n`)CunCuSi=t5W7rmad1>X#5n?; z&Tjy8+0F8=zQ!|zszwaJJq>{Pn4$a?X17BXdY3KWEd#c1kQ;%Hf>0}v5a)rq31O<9 znoo+_ZykDfV|{67F3lB*i#Y{g=VPt90KcmRy^Dp`_oyPJ7e$b{4YC`L)JOW_3lEUQ z=(C?|;s99QvXlk67so1A0_^An*-{9#pb@I{3AMBY*x1||0r#ie1UQFg+l^$;G=ToT zd)8|}=#C`cH-MeIGTc0Zvq(F@Eb5^iaYht!_k`TfZt+=+O-_If9bt+Qa+L^1Adnz4 zL`iS6LqF@3vIvJDGs;(to(^)9mO!f< zxJMUYtA_6*1d##WO=pHUM$J)!IDX`7VG(RGf$anHJ4%7so%_}I3Qd?<5_rhRMiONV zvFz7IeF^Jl=QdI;$TltTAK%1z(^qB)bOSrVEG-T|#3h#n?eE>#M{a_0?La#puwAcU zJ03x{?f^S|;9V6%R#QT)Qq_5A?ivgLG-ltePadd!+OYM?x+K@56GGrx5?FHf5piL6 zuF;@3_|=V!m3#D!7U^iznt!m|3PXwsdm`5+U(&(#(&Q_~YEj|uo3rAS_FYSeZx)Vk zMbEa=FeTBNdBl%en#fS62dK!FPl1Xa--S>EME{SSx?3>Pxt3@5%=FbkNi0iNZ#l

~_U5|KVu6%TEII%2WTCUBu2}*=cSe6`bwYziT zG!2)2RU)c*%vXLQqVx1Wh_YU{iCNp^O?ez?u6o)@5nhoo7S zy#9f{ThV(`sv`DcUs4G?Y74h;t0JZ#D&8@7hPRkWjUMU*TVAAXcNG^|Oa_DNu+1ll6V z#+Otll8d(h$iv#KWaI5l#P5n9NaQ`+RPL)|$;Hk3eqzid94xxUnR9wL?r!Rp-tC&2Did%evD4V3|U@n0K$0J@#TNVjS7Ag7dFSmGK`Gt7Cge;Qs zn_}r)jzH2E%9*lfeBu}yoJ!O3bb^sOcQ=V_d|mbB;F|~Yf5ZOAyOHK+Y_oE3&D)q; zyvu{Mil~ouO&M^~9uDDIMYKe@HSly{Tr27ss3pwhUBo5c_v5i(tSb!YFArtiR0gcg zH){9>RS|7vzOU>m4`82A?Kz^ihQDmwP#L(P-Y#{8zc@Z>^su`Acj5lG`B}mkx?kI0 zX8(VP4!#Sw6ZGY%(|<>k-UgYw<ktO4x$q~#C6l86}|N$vqLyIJ(56c zdV?;wd@vieQXF$gy|&8j`iXr-sdKnvoMkE)^RBEL<~*gYs1g zns?3I2ANqeSah5W??||Jb(Usk9abB39y&5#!6BVqkI}^i+al%_qV6q!WxFrqE;O{t z6osrIbI<}h5Dz;Py*TL}8rvzTBdbMS6*<>5?1oPDz}YO-3qLEQz1&@RrGQJ+7XluC z6FoJAPLA68PKxt7F!oaDOvZIH_}g4unOH^&;>kjKk4q{WY*dBF#`cotF*y7PZyU2{ z<_Xs8yRw)la(Hy)a?`Zh{M&W;y6D6tsqSAlTM98dRAc>Ii%AIEQ?e7MV?)Im7Nl3~ zwLhz5IRFU7tcF$+)1AA~w?A%XM*%$zT-zpJF@Z|JxmV9KEigc{i5Qw$*_x3c2%0NaxK3PS7rl1#ni4V=KOB2=)HIp;^Pp7xY5WqI(Iny1TvZfaIN9^HV6lZA1PJBt*O{-J%9IAJ0&r?RzxA6>Wd%uXuuB^Ft zgSmgkY81W_?!XVN)hDkSMt)A$#{Apv;SouGMIoytE6Qb$y%wm6BCRDGV`B@YhCgQT zhw@s-VxYb_YsdPEbajTM#~zzDs2rc{p~Zd#zN~B*SUJ52@3JVA9*>7VO}eS`25w8H ztJgu6CE%mtM-I}nah9vtjSXK>4M-bzd+5}8mzeUAqE+T`vbiSRR-a)zF`8k+qjB-0 z)%HHIzLizv&%Ht)AHlCh=cmXZ3MQ0LD1 z1J#&{5DQ?a)QFb=B&fJ>&XO6;3#us~$Z6|ZhV60%C!hs*1CPPNsQS(Q)zMDe8SzEbT^h78*Kk}%G88u%(ZbxPIq`v$pF@US@ za?` z1@7?BF>WKJ?zOemR^_4aKtWi7P6FiU$PoJwl4Mf>*Imnwu7*7?F7_>MxZa-o34%OC zz&r%-Al(&B>OT~GN+EUXcz8=9^AL%iLM@PSB9JxrhZMt^gd^<0a#hR^l^a`g-*I@Npa zI@DNaSeu}v73oV#2UF)OF&%=sIr|J-Ft39IKM1Xx;Dz&>P_;!nWRECeQ9z(j4G_D0tT`o*n zCJsWv#ncaqdX;??Hys=_9-8xD*h44=4Yy7PXrUVNDtU?4s!NkZiSu#Zd+4Y>MAN}J zxW){Nr4&B(7jfc2SVB$X`X!rrQ)Lk8Jk^*t=_UN!w>vFTjn&wDpOM(Mq(JS#stV?4AcUo(h$7#MNQvCK0*ROlvDPJNFzL& zFrG+}GvjB9tI>+}xy{vnX9=nf(d9XrOsgUdB%gOKx|^a@Q;Tv*Xfse10P%vJM*w`b zR5|8@Q%JuidxPgs^fXkQ);P0%3R}`w_w_*W!0Fk*RulBabW#^W`MUYK4EN9+Q?k57 zNg@(o(8_!uh~G7Z<-h7vONphl!tYNJ@!Tt)3)r{>jy2(Tg;w$snCa)6UA8SBvG)gX zt_?_ZcbCWWBcVHS*ExTTEVlIo+nnrWNN2(r7vMcR@8TNk=ddJst0q7b$-Ew6@!2Twpu)C z-@{EVTYq1wM35&Qx@U=vCB?AG;G-0 zIx^dw@>Ca0e_uo2vZ92Tc;7c_wSHwF!noFDvt^4ZxsVqTl4eq7lK;>&ILEeLbd zrso%grVk8*v1^YCGUTij;h?39@3uqlJ2$PpRfz8Uq9*e|;!OXklzMu4niAkS$|BQ^ zG9w&i?z1A*o>=(K!|1KEkwV#(n3|oXFB|`!CAkPutQex=*yqY+&Mjq z+Tl>j%e)1;P3FJp@}%kJ8pub|HJsK#Cb`c`e(qL19dmx}KgJ(Dee)hJ%bvdRjk-j! zqd7t;wN+YZ{k}e%Aa4Y+3IeIpjMHQOmhju#IT3SA1X8Uvil7v)76dphEeOgk1$rUK zRf5%2i*a@>2+2Sc9XKIKdfa@#_*$ZycS+z37+!IZsXyL&YIz7p$02s=bQhFTUc*cO z1N^pdLd=n|#|KB{TuHS|$;P4UnXImMNpw+8*^f0-R^EV88gYSgD12o#F!%B|n7(wc z#7Gox7Gme> zLg8P~#;*JUW~+bIzF|f0M=D$aJ#kbOcWMuxV(DoI9>My2K=}RzdPH`z>7!3NZ1WEt z$Nf78Zag zNeu`3u2s-#4vYu32q$96$c(`@;R0~_u+R>21Y`!fs)7us&D6%-W9hupiJuSjap%uz zVlu1>jt_U@m#sDq0j`#{e7!8Dis~`ACmM%)x%X>Zq7hPI=RSB^Xx)~F0pXwJ<8nfa4}!4m+7`poH3fDG%n42ZVnwiNHZ(c!^JAX-vE zBTOxhdy;{B%)Zoj`2#vyO5}a;?7Dz!zk+Lm7D^knm}^0PEg>sfWRVCOHY>Dc)MLwC zsvwQXg*P^098kSp@1G%v5|fbG0{zHcVARKxtII=zPS;+7tP0pU2D(!v-oT!`D!W=V)B`zO! zrjMRLle9#Jr|HV~nQ^sNo)x~iuG&*xhlIb!ecs!8WlSs$uWmxrz^;pTAJ9*99=%N3 zAvci^3=6>=2{i29w0wAVJ)A+bD$ooEW?M7fV!s|AnfG1Cl64m}nM+HnEHrHg@5@ur zY7jXyXhz%B)6kiI^*v)E#Lr-p!$N(EgGNcdpcAAlw+OuMr)EUwrO4zSZ^DeoPHit{_7 zPKx5vY;(dQGcBUrs`fpr_FJQ4=bp8PW294Gch(Eja!OZ7(sIPutay%7T}$AtcV)HD zxI3Pn@=D%?mT|sHj&T?xe3wdeJ4o*_W20Of`}2U=Z%ntOd>vsU;!3g+pILDCjc4~kVEzI%OrrcOs-Iaa7xe}&A_xJ#|E#{6C4f$FmXKS|&-7RB42CjWWz zP^R&kbO6{upuV3PDtE9Ij!MA|@K?xY)S)(Ah^NmZ4;Sbg6W+;5*ivKQV6Q$2>n2+} z?gzHV!Vx>@p0oeM)jLM#5-ee(v3G21$4++M*tTsaJ3F>*+qP}nwr$(FIp=)quKV4! zYPx&6YO1S$^qQHfuBTznn5(C}M0qG$hCY{iYf;lBV>ujBVpa7(H3|Nvb4znt^2Vbg zEV3Ql@ba4Sx5N`II1KE;w6hq)j*?l@2|jVcxsvvYyHY3NG_aB)Y@~okLZlj!nm0h_ zWg)2y1Wo{Ag#d`b@f>||TUsz~pa@{jln6veGg7cA!w^xXa~NI`7x2xNg7~%71fLY# zuk*qrp!OOLuIF;jFx-JuBu?;yHWtMdSCq4jLDw}#n7+2LO)WoX^w=fV$EopON-wYv z@DzCsIPqyYbX_5acooQ6ZOKG7oV|S5EzWkPa13$(G?}M4@LZ|WyZ>=8P^<9@(&2Fz z3qYLzo!DKPzeazflJEpC8S}^^id!2~_*WU-P51^Lf;-TXPbEfIN0*E*{CoTRGDD+} zisO=9k`j-tS&A|=TwJ^^K`Uvlf7{I}Cn2qAra+V`2hU&rQ-KJrnC?HMZ%nLC20zax zOo>u#eK!`!)EkL92yzr!euG1P`&WV8_Ui0p>Xu&j_ojK9Bt@jVt3*D!a@xJBxcSsK zud0gq$6(@6r&8gqxVcjHoQvhDZW&Fd?L@5oWB1g<$DjLu?-)lM`m~{jOuS$3N)eZh zz#?E2$2qmQ$n3e4rwSX;6{<+IXo^Qa|D+vpgsd+iHg>C|OVJ2O2dI|4qG}ho3Cxl+ zApQ-NfvZvj@E4NxO0f1iH_+cfR;)#VSo>@kAm=(1uTR{?YrHA@ZGtGGCr$yHH%`v? zIV33dCU5TWjQ_Tl3!uR9gya#Adape;PeA|eT z%ujzGn&0^i$GL%9Wm)*lVc`rIMVm6KE33(i6VD)wy%MDrI|Jsfv?{tv$F;U9<2u> z#T2{#lukaGnwU)fb0#~%GDzhFl}o;g`ZU!2LY4gcIG7@C=VPQ3NDHUT9;B3nV*%&RR^!$N#(Tka?zZ5isT$JhDFPl_Hnn=U?% zZk+wIKV6Oh=G#sL??fK&!||+LmwvT2i(T{Ma77$IVpodO+^U&!^pZ34YX;TcfJ8H> zslifo6z-ooQxuxE${2SlSbrH$dWIjLRQ}asQFdLvm(CK|M%OhR$L8hvv@JOZ}c zPJ6Y<7(Z*`hUL0Cd8Y(9+Gzomqe7wX)Slmbg$pOuZVFZEB^%{&XNDIS$qEEJsln(i zO3oDO8i4{{u0BgVm>75huz`LAn~vYHuGc#7Y*~N-F4xT;vlZw;0dKNLY2eSyfF`vx z9HbfXZJ3rz%t$B45vY0ENDivRS0R)5GQ@`L54@q25syJ2tQK=-yd~@LZ`ebw&O4@s zSo+-3`?_?mJJvM2V|E=R`OMg>2x2+LO?>A9{3i>C$VaQwg6tc4@`r%AdL(c!&OON$ zt1Hs;2&0xWj?LHLp(TUrO2~WEc z=8%|1;$!rs#w!0}*9re3MzdQJXv0N% zXGl1voAXE78Rj5ybm1X)|G; zeL2%3|9Vu|NoEev6@2;ge+p}&mp{%(FMk04=RO&-`-={ZvbH(TZ#vviuL;x2EeWc_ zd49A*6&G|_kh+c4tyEOi?AK*4aYF>?qQz;DV;7is5BT?(p%o_M?(_SH8-_)G{SsRB z$48EAEYyTY2oC%7#WNCgl7{idd&uhQ$c~w?A%7(7%^eZ$nY^p1pcgkx*{!;b#bek5 zf0+0a$ii1*@H8=t;{?qi3NU=FtP&9)^|Cbff_iQGUG@Av<#)~!?P}~W@zoYA5$9Ug z;2ocGv2G$9@=3IJ%7Bzk0TyJx1~Z?_=4`?v*&NE@^V~!jU8p{K1t*1!6xnga_N6(o zu*jjpTX$Hh3iX?dKh61rEHfPSXTv1#72Y@~kF(Rz@?`{Wo$M<(Mvt&hjJWH}a7qJ( z&gB-2&EL1XC@ww6r<$c1#3*-cy0263FQT$Wnnl{-H=k+0{kY#%;uO4m;k;e>WG0r<=!)?0Lguk0XVBPA7WaeM7V%!dGlFwBn(mUCc#}g1NTS z<|x%`T-VgN7)_)Z?kU3E%<)`Zo zOg-iZ6O85WxP%B+42W+MYr+E7CDqaL5o4e?g^&070l}+A&IgFC#LZy{gbTLe;n)=Y zT_6Rtd@A5BwN=Wv`i;)^->k{>^nG;BJ_QK7DXY^S{o>xICYPz|6ae&ZByK+dbP&09 z(LJx6BFcIO&F=%GP6Tfi!P?6xQGL@XU)Hi4s~gbx1tCa&KKu=jsS3rrDFR_)i{%0ukJQ5 z2qelp$(@0@_3NYB7es+0!`%m4=#D{|CFb)tg5DT@6jN|IH5UU(!QGzp!5Q^*1(r=O zuQAFAA*{jXrWut!Vx*$(EFznKw>s|}#2&^^o<}%Q>iX~oY&?N0JD9Kb-XD>BtV-`k zuXpsNo6mnbCE$R=i3k~e#?fg|1)&(lB!+5JFa;_ZCIzU2gtRWP_cn@uY35ZqNw-Fq zQ`B9}cw<65TP#9b#?BYmH%=uS@Tq%=%4HNylb~Pt-u}h@*OY zK_t*5R%;#7*9x435jJ{h>p@cX7nz*AXXBK-y13PXTiPMU%TapQUEi5FjD&PXqlD~G zTI6BOCKF9GHiDTK@$sdy>36IM>Os3z>T}07^u?ILOMwIFnsk3R zvz;JAF)_s7S5Se;7(a}cxpz)x(g9y=<{@e(q}3T_XJ~{UR}g{bgx~64=W|zWq+=BLwhnA8kPv-+4kJzQgGq=%Y5-)*8ubz-{}avx<4o{$y?Vy08^ zNwYwb5l>vyLbAwdRoU8V*(9Yqd0%43MOQUhSe+$W)>c2P1*S@%@Q@tLNVE)tBYExxU0;J z38IvJx@jS}mX2f?GAbmvLS?9J6$vJ5ba1RS;0y@n zFSF-@?ifi}D9)xj3e?ZcFKh6|@B8&5XCkT#k`peVM7mb15DponjMM9P-Ga)#v&{VB zoN>JBaB@W1viJRo7|Ak0bE;p+hEC+uFobPbAUd8FoIIHU6=JdlUa*Hv33*tt%e|#d z_&=%>IY2t>p>jUlNFT5TyJF9h^LY0-sVgGACu%ZenxpHv23VvhxqA*&mK6N z3``AN^$f5Cp(!RS;nQ%#Wgda-qW8p!sUlx8P zXuq`UdbVW-U*?r9L!gcdp`=8Lz5n>RIK%4Abd|c^VO+_rNif{mtqGLd_(++^^X=S> z9UTUKw6$C{ttJFEVD3p0*Rhgie=xLTj@n!Y1TrU^2aw<~M@I36wiuiW7xxV=THBq) zbd0y=x%wAk?+g36X+yhTuivzW-OUPg@zn9YcP)o(2!nc8V1h$?nrOXP;eL- zE}r}fvshn|NH~>LoLo~zhQL3|F&xEH)t~q%;x{6pxX%ShW{P@r{|sro-BS5Qq-pT% za>6R)=zWdz9$IYuu{eAUw0|q?F#KA!zzaMrVsfJ|W)L0TI?#R}GzOv>D%LGqk{ZT5 zao?k2vWO!}YfYXnjv6=#M-OIX<9Z{xXWh-#K|OX44+UFc@3?R>A!L$17wYa53Ncjx zs2}gBAz;F`uZEDg1NM7(glzsD5x=$FvbWL!pMuR2+>Li^HJ0J;y3vNZ0n}e)xfVFp z=F6oXeJbLH;r=B)GmIzp-X_9bODi2R@sfmj82XUqaxlX2yuL-xY)&@ z9`+oR+LD&pJ*%q)3sRQ!)7^ZOhdH(9wre!=#hM&GWZB6dZ#8?Q%4{Tg_Lz;u>0kIv zN_hFyr{d}DL53JsCQ5&-?saxwdJ7a$?`lb&_p6Q{>SZ}jW7k_g>r0Hfmk&QwPxq-C zrM_hp$?=`q7fK#TICqv^Ab2@t4)LAr&&K+%qV~j@qpNkd#G;aeE2w#ecMIZ=dvKjf zow*sMvP_wHSkX+uL{WgN(c;+smQ$^Xr$%V*jiy8VC^T6C$+&VS6pao;=g<@l+v_DJ zo6l@f`vnB2vMvr2Z!Q*J`^8c`53c=3bn+*Ti z+wuS}=H`fOw8@q8piZcWWd5q%i}3aYgiD)kJXm{$!NY}$e-wHP))p<$!aKc_magD_ zUCqOjHElv7ZLIm!G^M|Ox^4Wm?hB2b{~d2NyfBYMEAB%Publ}LB^z}kZX)q_%18$P z7eIQ3$*Pxu~Bz)~rGtF=2yYv+V3!n&wP;)0j6LRT_(Y_IqTahSfD zjQbOVD~`ME282*h>jDcd671`u(yvKF9%(h<2pF>aiL%D4$ZQpdW`jlPDxXn)bUru(Y z=u%)WNBk)}x0wbT^Sd6J9m&cK3Z?Omh*(UcOyP^Pna}UASS>t#uBEO-+u>asNp8*g zkCO&zry@Fkb7a^Fw+ehP(@uIFz7>r z!6%}UlB%XSF}VP1y!TK-0n6ieqlsacI2}PT8V@;^TS2!kSv=h5vhXI#C&4GKk+5Q; z%|@jia-x~~eVVW_Fa2#Q0%B!*AU&O7Hk%e`cS&qqnC3-t%ySyxqr*iBh@~Jq^a$rJ z<+87t?9QtGbmQ6keFuAO(3$b?#s|+LX62}+jKDmBm}|plsnGlBDbI+b>ca_xGkgL%l?W=RiP%|^TEgIx1pl3xG zaXL#~oQN>}_bL&~bh6_%1b{h!QADpm^!t#~T}PMzjh0>58Y%vM6=7wS_VU6CevTUh z5?(y@Cd#2IlJplIdoXops}taJU9*l1Qq8F%&zWV}j70ucVVHEAk}Ddvyl)x$Y{bKVsgghy5BzKQSgF$QJw$MF_jIhp;=GDCiI<2rm8){)4poc1nI%*43T@p$|wnVX8JL3mo2 zz_NR0xCT=Tj3wc8qOu}pi19t!9r-kN*OytvEYfzO_ijJ(u4FtjtCC}K3rCnDKipvr zjxn=b> z#1eXZof$k%tE1c8S)p|Yx2%!UXEGgO$;izPLtwCti{$G=7Xk6xPu%sR^{v1mT)Z{g zrdEtVVr4L9vki}JaW{$n)L>o`zfI?@)4RVI0$W$x2K7d>tnMgU`mgeT3jop~`3a3BchMK2c4{myCXr?kUx5g0a znNWgfd#-PSM-?u~(6NDyK8H-s?=QkJE`e--tc-dU8s6A^PJ{D-2Gkw;ageaWj7k(M zeD*WcKu7{iBC;WD|=Q$?@uKzzY02C6D;W?&m6Yw|(yNdl7jD?S;HBcR`q6o|#U)F(0 z%WuP#L0g(vj*P)qQgA)OU}uY9_Lmg^?tMNKg*av3iQuITkxVDKOa_m@Ru;Y5@Jl_h zb3}VSR&94zfxEw;-{-{(P*{-396Hq;z4M!QcPEwt@l($d9G#2X*10ip2j79--d-E$ z(n`Y>Vlr}0#ayY?TkWk>E~b3@3$nvy4^s}`h;46j%0coZ4Ky;tKSZ9aKL0G_ZR<0~ zoa}&au6LBF5-T^AI8N%tkzX%wlc`iAV6FMWZ=AfKydK7&X>;1HDPM~kb_l98e#}(P zDg1Pk{AG_7R2brMyTF428S+NNHGV%h^`GBfTAZgmg050#F5s`x`E2LH-1#o5klkX5 zwFF#Be?F%g*`a$@t#=jZ!;UCR_N6W z$@tw836D!9kAPUrNf8AFC|y@EVwNUqVDW| zJTF^7reY>+D$URY<+J>Ggk4W@?x`&Q*_sYXT3EA_n&_pEvo+D`@QKfRk7BW?b9;}> z7#%&<=NVK-dP6nW3^F6U?8{VkZ#QRk1JuS+4PYXwr#s>5-C8`?NROEipaomtmjXC@ zNULH>240i35dTx=Bbpyxb}pRm3Wn7l42*gPUQ)(mox)CH+tIyb)|!NtU$Bp_G*SME z-Mg{K{ClRH;SJm>EZ@gDY`W0+Xbrr*J*x2SnP0E_NbW7{j1smb{OjXnh zBKP0>2AWkTXAF;?`ndB2TQ^^9ECrI&+yZJzbqxPLQX$%8bzpCu{?#{qFy%+?t<`cmt zwC99_=1tfVyZJ%Ycj~Z>F8nZD^yY^^0!kO69&wiFk1khK^m~enbkSa>m*HXTQ24jvJ)>- zg)j8*>g5mSqf^8O60WTyn)zNSdUDSi5srUb`_nj8m-GRQjiSh)-A<~69bTp;sHSp& zVJMNr*bNC*%BieTa+Pg&m@M(^@}}^V2QZ2VCaEsxbPuH1#G$m+o^JlsR4p^OzoeWY zQ#UuX<~GjPOF^n&Rlo;73&QYFZF7({RgSOFNfM%eg!}PTq=?J7Q?5}iRgPp#Xd_x} z`q{V(Bt;V>Hx4_-qlc&q!wSX!du0^X8)sE_ILK&NkhlQanLkh%>%NOkx?FU%*vCq3 zPDPlyIJnON9MRJRfS><6ahj&WBv=+=fJCZL!1@AVVFSAcWl6}Bzc^j zBmRt>$SR7(=N#Oq!&pq_!_KC~=hWbKGTJq?uZs@%%yau_xzIM#0|j$z45QWa|5Y%( zl-$7%omHiMhu!%5+Dr4!p)rlSCP$okP!+Pg82+Ks_53moP@KXgCCSWuts4pM(J>9; zF$Xgaupxe)jDsW0{wY&l+2-(nNM-YX2xarb!T4i7U=H+()b^5xNdHAeVGRQ&ASzm-cw3?vTB2yGkk^vO z9u(Q6U|pf8@{z}_6|uc&WC+V&qG%h?_K|;pz!a_q+^HC&stQ!9s))>1rz3b{iOh;@ zVK>@pR8`4aE=C%h6N}WcgxYq>+IEZM8poe3OXqF>MHWqF3eB~8N)alY4^JD&VF@i` z2<;V!$9zZ|i1lmRJCMp96NQnXsuIGQG)@6C9B)n#k1kZQq+Hzj)u^g2Q4J}>!LInr zR+Mwlxgo{;x>FJTkePnb8MlX@9->X6>o{|JUP{sV@CCaTjv{4*rTOcRbOkv6rR()S3qkW|pP2VaxvwR7|w;?*c6{=^LK^OBVP;hiynaGRe%E*_UnlWv2(aNqPSaaq_h(*w7)Nf zOHqVylVaFSDG0`hNA18|)(M=)tI}lD4xu?p6Z}pMWuikd29c4)Ryb4a(2W-JP2a^4 z=MsZ#Sbs>~4yuMP0RN5YJy{@fVI(@^PuT-D=hiP;6f%@Yk<3gCyE(>=+>F!<^(s$0 z97GM>Q=2>DmSmXk4}OuRN7ydHU@e1sk>;bV#FsI?k0&%lyZWarSv$UF(TeFWP@DH{?)9jN`U;=em6(@{im0#MBZuzP*<=)cn#}nf?}~ zQz6uri<*C|kul-YrR@0P5k3gCpjBh#7w3qwpbqHtLJ{iXqx*4A{hgw?**a^H#A}gM=76%CO%_`rxf!bw6=T{g zT@K*OADn*xu;M!Pn)E*l zp}8fa2nE1;^@tc}5Thpyqyr74Cplp*v$uioMH+?zlsIJ6O8m@eJ_kBNzyI>?5klo| zKDal->GvbD{{M;v{r;a7_8gWCuu6IuzPmX@XQq}4F@z1%sMKa2{~+DQeWB$^xv_or zIsbtKR_`swX3YrR-j!?f!2u3@Itj+nLHJ1>YuQEGfP%IPK-;*%v~rn=(`4uCVT}S4 z(4T!H@oi}oBOH$cCT4>OISB>MV}lS=>Wj2N+}H_uaqWm#yVqA8{JKP z9cCvj7*;|*y6BLsk(>cz ze+~BeLE(E`Ci403`Mr4B@_!K1g+!Y}8f@?-03Shv7xveBA&lkZ_>RU=^y|`%mH7EV z;h+{k8f$S;gq$G2DC9;2^7D`A<|NGi76O<5l;=-F8#7yy4^qv6o6du~HV8)PX5`9f z2@6J{=YE)Y9^4&Jgv>tW&3FlK?C%d9L?G{C_+d} z`^yW#^5%!-^DDAYo7^x94%!W%7B zBRcEL53$ILMOH?@PV8t-?9hi|d4ywqz%aj{GrxeF+_cK|!MW(_L3l&|m%YsBKb_KR zIe>B$_(flg!|%~*g-M5`J2*Pyo1@9(pzl^(LDh7!|?LO0tv?&Ie*cTd`D+a zz~k9AVC-qH>4EbK#rpWo=r8+U*=>WLNiu_>ncUEt+?@Y(G5Bx$V}11gw`Kh^PCuMi zAl3)A2^5XV4fX%bVEFIogZ~*MM$;Ed0!!t;(z-vYg0RA5#}N$Sf%Y)|V`VVYpBksvkAi;%T}Z5GE8Ia_MOSSlFr%|C#pW=*%p1z|1Ue41zr=z0Lo%I-3#nSJ#u|#11Gk*x;D~<9|4&#l|Q)s0?7q z@R)vwAQ0RCrEUy{mx@d zJv;P=+@}~mz0E$o-7B6$^_oG?SpDx2yPiWgJccgWj2+XMS?bGcCbsBBYy$9>XH%D901I2p{$*=9LJQ<5sbmswvcM zb!emrOOBPQIKt5m5U56)!TD9ez-ogv zGL};@S?6*Q93mBn4hcwEF$QMPi*YL(3HV9uGxi$Dc4rWc7>SZ){3RXe6%s8{d*!f$ zQ*Yp~t8}Whi0HnHr&ZKQqg8YQb|6}lehrJXh zHR#Iy7V@AUGUR80O5VxqS~H0T^{l#_!6&&hD>xJMqNIbH#Dm_d85qYMKmRqrk<+f5 zq1gK}J!&;adxg{f;9ADei_2`g=r|61XE=NkrTa-b9p9{n6O)?HdYKGntw0;7>fc(S z5I>4i^A$+xIy%2G3xF_rp{B4Nj3{HTKuc4&SE>zPbT|Jc)I398pue$o7(vVp$hDry zO?;omN1=)qU5Fn6ii_|zu8%KHfakXwi7d?08u<;j!vSmq`IZQY~qb7B|zO)2We7Mi*?Ze%2mZWKAmS;mcbifQM zRtp9+GwafZn|T3P$sxYdbl_}{0u>3oY7j(}31__4suoXc${VvuT12W*Bv7g97*c;B zB;KSvGb$oZCT@p8sK*|IEPj@sAd2SYhBIEgZKwZQhU^lYpo=B70U~h~SILB_WWq%* zHIkn<8sd`+_u-zfYm3ozL5YqGcTyq^-_l(F2;7b>>|qp|5B|&ejT(=30x6I*it5uW z97Oo-G?gG|aCqC#j^k?)LH8O{+p-tfcS77(Dg@32`GOgo>5oKE1Bm$I%{9uy^(KIG zD(zuDU!$ly#r8}xkTy~f_F{5MU4NnT3cU*Sl)UwY`FbKDNz+^3&5dJ|Vz|7yG)apM z9c{ExUq83mS&-m#(`^b>O#Msg4To1u9G4RGhO=*kHDwJ;@OM7BV3$%3dUhHTfVQ)}3kWu$XxbhY@A~ z`Anu3OVCWZIo(w{M_)=oKjR_w7b5Z@E1ddH94!$M`dCt`JA|e$hTLrEs@3+{vbfKmE-N@DU|&}vI2a!PmnHTA{lP7LxhkFDI7Z-V{8KJ4YmPI2~TC--nVo>a=UHxa@8c30DaSpJy77t2y)AyCNl4#rwD zm*Lc=UeQGObptM1Ssaly0xTh_T*$MT``Z}F=#%}>0rrxAR$3(+OW@8la|^f1nb0{$ zO{l$tc<`v9=2WwE*c01CQ6sEF*qlcA>N?N7nAuCdAbIaFfS$BXZy{I}G0(d^#j=-wojM9?XMn(5d6-BN1wb0ssuwXW%l zRf}`x?Ip)PMv*sdci<_(akH}_@2=*2_FSaY8zi;vxbTtvbz6fl85SLrs!^m_=s9tPfn z&aH4z<3*#o(MNgHh)eZ6aeq42mXX1;0BkhY`CVAd)b>bohM`k={M2>`=tVs5B*#vA zV`ISO`N4|FYnqkgQJth_;NC8k!=Ne=w*M{_%g=seYc%3VtSSNP2;~txhp}P^PYOu9 z`B32S6>BSh=S>oMh<@ zT{wh~F=d8=WuXBE6IBn&i12q!jll`=E?!id7No>$5LG79E5rehSIzn3I>4Od41 zYl-oA1W;I2fw|7Uia_qXp~4m*e-{kn(Sv%}2{X-Wdre6Wign*@o1SwUziwVr3x zoUu5f|JXvL*rVG?X7`@%ny((J+-El+PmWY+7shGDrWgDm7*pyO?Qlqg&&1hX9hzo7 z+~QdBKg@QWT63HpTb1M{mu}R<_C%b;HOzH??bfv`rLF32- z>cs9ujAMU>p(3=f)4Nuj zzVz-sD@}6Iwx1@0YW@YTgD*q2#*_QgV~laK*Pg# z#cKyYfyDc>u|ZFMBz|-EY2)8|4JXFaX7CR}&pqf*y6QuS9ormkTKB0Q z6>|S>_T$?8sUA1%@Ff&l4cQhm?%uq@*YKnxT8%Uu-J-=$t?0$i6V0_Vuial(j@>q& zcNJIJUEmc~e^*tWSC^;H%EmJjqn{_nqPq)C4>7iP>hE5dOb)bD1s2NxsGd)$8e&z3f9HZnC_~|D2>(WWXPHM=WmoXPk zAsvIFOVufPf^*pDqmFdq#{F4Z)b*u13bOf1@}J!P0$*R5c&-I5hUc05o%J7H*w^xx zDy{N7Iog7I4wLd0&)mwK*Tejsoz=ZATnT2rMUV0y5h3n_^lBdl(6`|d9|n}S^9j0l zQ)IMPW>IUL*lj0&hV^kwtZnza-qC6(Nc+xe5T2XX0H(r#PctdoaAK_<1%`Zz=r@OTYC|&Vya&I2breT$=IWdQe@sC_L8cow8EWfZHYO(?xnq1G6whd zN5_va7I0aqq;r6^e|+7%tuVgW8D|KaWYkjn;47E}s2nrYBOnT>QH*$)%_P@;H_Mc! z`EaQKa&|g@yd=lC4m}DbxU1(?0n}}2tAumMpZrPlCDm<8tyn6l=6bxgvEa_938D>T z&C4WVn|u<rMkfLTTX@z&#yd)ai_%3?}&D66wGMv}u|(lc-NpPUGt?AKc{a z92d0=qQtD{3z_DF{P{Y4+g}{)=T@ZW{?DQdB93xPZ3R)p3vQyG$mr-n=B zz|xY@eZ@OqtIhX$?!EHDe`RJ(-;F=(^B-0-s946yO`*0k%6Rx;7u40F4f~poDc0;u zUd{sy6qtx%B$7_$Q(fC)vxE+c<89t3#9Gh8UyKR;(jK)rQCZivF+t$cT1(Q0hggd- zF(QHmcGB>1vVu{y3M`Acu+?F8sBG#_Oj>FLgJBe}(+zJR>ryiP4_}W;&W_?3#b@R)MLoTqFGI`zbHpk*3X`>K9JUU5fjI`#DuvH9ma{cB$y4VOiN@4ISZlN z|7iEMD533Twe+qri^`uZl^Po4=Y`G@M&`fjl^4x27L&{+rl<;CQ4`%rCC+9H!G^|? zY`8G;5Fz}ndw9|7S{OQxS;u4HV6MW$Q(sVy(bxmBEAy5vDM15KNm7nHpWO2EwtG&NvswHgzliLBlG_ zrG22YIpo&t_bI%#@*BbpJZ&>b1kA;DU+T^uU<(An)zSpp4fdWhbz=N4L)fLW9;$yP zs5~|}dMkZ){L*%5=AZo#|D7h4ou-$x{6Ub_(%kY2F~FF%!!o2kz!}y)t{RyD6hwyO z4pT=H@3q9pIwn6(n+hm>_MgC5t?+c*EYrYE%>e@`(8CSe+hr)sOOpoY)(Lt6TuBN7w!18S>NCIp_K_s%)ex6pZ?!RgEc>)@ z!Skbm=$np zLFwY5NY`?deuBw=+h3tLL)_J7hIZvcX-OnVyDwZdqEonLQ*5BdPbe~-ky@Kipc?=K zkm5-c<51A{VF4$EO-cbgBFY3LXNLc)uM8Ehes}+KUrUF?EQdIWmVe70Dw&|k!QQJV z+&$Y$TU#WhU6g*nLiR36(zOuM<|!k3LraI-N1kk;3T@Y%uCMZGs>j$Bcj=dJeTQ`I#%^+~xYCQp;$6=TP$KAYrEPk! z2tLFmG%$Z+P8C}B05AtCfX9=+t{g)IimibXMfuAG!Tt<0hJs+)kC12tvR&nHVvMwr zplpmua3!l$J?^1H5)sbxexI(~xxZN6703ohiH^Qx+=U0Vt!b0XzTqs=;HhRm)t}#t zV)3^7c5|K|$44K83daDr;sCTE83Ay2Nr7>su^s~;W9KwE9s1|v^xYqJ@7}L0mj~|X z+4gE4G92K-lFpS>d~t=71lMsp6}fPy7EtcU8UD4o5$2`R-xq5S1CA`SX7KvHVUt3D z@Q8HErZ1F15VZNcoP4P}5MgggE@YEmk(jlNxo+@ww2a8jt?o$b=uxX`G7e(Fb|o*# z8mNz$S(~U6k7O(z{NhkFyD&%Of+>qY;poB}OJno=6WSY0!kzT(9i@_=L$w%=>>kFj zD99+31varIYfEjDaxR;H)YgBa~+m0YEIL-crZm8?vRHDbjQ9^@%R6e{cei zE^VIA*nS`~4i(k;y6+uGSS_N5fKC%9C~yw#TXMQ~9-C)^WXOL1ei{@H#^@ClRvl*L zDEcb{3)a=RUV*j(ht;fhqqT(-SX;CVO8lvz*gWY1z*+uR-<4i@Am~wYy@~e1ermI! z>#X1v13ZJ*6yUD}LV2p5?JPe1j_Yw5G2LD~@AA*-fU>+o_O-zzO9UY9OOUW>89*y% zm={t!f{nEUmnzT@B1%izqWvoveP z@jO_YzcEg&-cP#uP^-B~8^}K7NKVUkZj{o!kFiTqZ`(IDBl66dD=rc%xc@8;l!kU!jhCH`TKgp8a!i02K2kxDdF_ts@>0)4 z1rUECRS|y~F;r9+5QC|0eYJ$t^Z$@^jnSDjO*^)2+uGQ+H@0nCyRmKCwr$%^?%2+L zd7tl`nwp-js-FHaGpDDzuBxn|sKG|&ZD*rb1Y4WW8Y zCTWW~bf!YEF)DxDLa>x_ySbk%dX(N0!*Ip<(jH}MhGmKzWfpO3R3dVFeV12k>#TC1 z$)>yxm7ZA61WOmtZDv@*inZd=`8|4++&9=l)w}Y><|Zo(%C!{v;Jki@zx?Rw8-Wff zU6VY$(1I}^==-T4=tpFr9@B}C?1asmG;K!hK#X5NN5)4k*Vf}^=y}|VVx<4|F@UkI zC@b8qN%5$>xe;I# z8wO!5wL0e~`l3(ae+Hi9qg{Ngmt9mJV`DDCe0vjn>8S0f!0@m zj%Uo==gO(>I2Kf`v|BfPneR!COltFoi)%j3ONPJ&R#-ulz`91|YhB}-eGJYojVCCo zxBj|{`3P-+YPUPF2Lw+%>R;|n$(DrYKdr1LTUT>^gNrxJ5Vkn`ZIW@7nd z5xaE5(!{%!{Tl z)n@fV{rbQDQoLVW1NTn>G1K`619C}|Q6UZL@dRPkB3^%Drt1$%v|Y+RTx{e|Qp-Th z%j}6MjiI8}f_rO&NYfFX2g_E0{8^}i5#rB^XOLSf>wmRM_og}9V2B(Lletmp?DcTg zGAAmif24!Rtmk0Z=1-VKR%!3-bZf15YqgGA(Qa2(Gc<2h=-L)LH#5|#F?4IiL*xG* z8Kxm~85pI3#dno=t~?cnbm_5T=#eqY;YvYTySV(b-CfOKlt+Ddrlr$?nJUkJpJe<# z^+~G01;DK>w9y~XST(YVA9|P2mh{7OYw#58IBZ8MCv5@%spqsv{R|WMXr$`V&0B-Wm6ryf^4K+&T&h?`TbYE?9b%TjWxtu)COUWjTM>l1DL)$P_Rf z!b;UL)oWnrAA+hKE{W}CFc`__Q>?QK&+F_;qr}Qj) zFEE@lM=g=z6s;0~upmxR7*tyxsqcoECOXd2LKo83xU*b^fN z!ciFg=B5LZp_QbCQ|5PNfG%r~hsgO$9>tdTc@m-ka%$2n`6*fpN$aQ=!P)N=wDm@3 zf8ahb+s#`r=ESug$ZpvZf|Q>UffF;`k!aYz^tdsAfS3$y`OCa@*CO6((w1`@DOqF5d00OV*(fDM>9 zUf##-Oby1%>qQ92uWUiqGT1qy_3RD(PK04PxU5;kCJtXQ_vY&w=sHv$++^5<{NY|3&Of&B`K&cls ze|rEoz=gjFC zG;!!FB6*U7(U@Ns9qft{O;eM?BP$Y7wG>?p?TU7SKa$<4K5S;Q4D(s)&$s$ZIItON z3nsTL?OVgp8v(B!VwWrIax&tkrpZM&>K~$pR8>c$L5XKBdbH2@QaGIzTZ(Y8(Tbz$|iYSYl}B$q5~C|Qq#Ecje_1#;Pj_j zEYa(i?3HBpRjlhjHTl3=!N1Q_=Rjj;>El4s)#fuFwhhaK=yT${jf?>l2kE3jJm;+P z3l5_$*`?f+EH&rNM@pNiduahkVIrGrQeH;E$`jQ^Q{FwS`~FaX5Nx->|p8b>U$<6A;#<=piU1sdf)CYSt~qrHrK-RTHK*1|_| z8@u95ZZsBy9r6Fh64xTHrZ4~=<2<3eX)o4|wa>=_7#dgsKEC^Vev7Eg2%mt+C`=YPl?H zmMkf6=f{Kj5qoPci#&{RMTnU3LK~0U4vJY@~|k;gUR>G5Ph!Z>T)7#mDPc(Pd5cq^=e;*I65sHZF$XX>5#F!#RLR-oA<*v#Du6YPd`0usuxOX~M)wVc|WZRy2 zS35!G_#1iRzBlfzdJF_k4%8g!Qip{cVftmlWyNb!i$;fSVl{nH#ie9(0*vL&EsID=^dlkc-J2Jz#gD)-tqUDr#_!vllw&4P33?ALm}n@A)!HEUzlBbV zjuP+l?y$akB;3CJ zfO`q=xoypl3}|qRpvG8Kpuc%nk7|mXS{+^L`aKho z>(0)BSU5XEaQz{DB|b7$Ggx;&yd@@^`wSv#MiIS(RZZlQ8Q*OIWj^x?XRR{)G{(M_ zyW%2|B&zj=weY6(ibGlNE7dx>34;zCrto%n&QmwiAbCszsdh6WNT<{jh<8D#{JKH6 zeqj@7zYAVt5BS1XAF8pz`>_7rIf()YezAcx2qCl} zqe6PJ?}z|zmxi~Ooc-vc=^>F>n~|Cb___nc4fl8q^S}QF^|}}cbGP(6=mP( z7Bvou8H)UTSVcj@e%asX>V8%&>+#Md*5Fqj3tt42Hf);o$e;!Rwz1FrUkLMVM5d?Cdf11a*vxk0AZ1&*NC)SB2HTs0~I4<1C?e_5!M0*S^Y^ z7B3=P)z9Re{3mp|8_YrwYR#iR7To14&8`&jiiNK6FF>n_p|N>$&(@lQlT13!8TmD62JnSLA}p8(aY$ z2!|LA5bP}6wdR+0=N*l_1@Z!G#S>nw-3me1=lb-k&d6}ABnk&N`J=sns4-3T)mD$f`=rUz3iTV! zel?zLMSlm(m2!`E&~SVVW5r(a*wKJ>;SUFkE33-!lA6LCQaI!mE&boHYc&-c>X?T% zpy_l|9g$vkC)yS<3BO*GGE={3&xGMR3`C8j5^C%np4&8k>IbLFwv|D(W_SB^hX0_< zVxqAWT;%#D@{CLH0X+12VKoa|GL22nReF++8#USp&ASU9sNr7r+4jkGrvyl@>rI0TO^iI}i}JCWz2T5QX!s|oQ>~I|O<%r~ z?&MQn#9p(h8J>;|&l^;}6Fzc}A*uLTA7!1%sh0?Hvv0qCm0jaqHsZ^pO7-URZVLYi z1kZ-F&vEOFPaF2P$Cc}I|9<&@A-=1QUa2;ezgoyn_fz@Ffz+1{?FC8bqek;NM)p&I z+f$I^VdsH~u>s||i)hzeP>=|!lQed=(PPAJQEZlLfo@uXgAeT6M@TV#MzQZLN*rVi zQUgic&h8Du9Kw5`l@G;mi4{?9^aki(f z-ZGxHmt1=F@^JxUl~N~-h8gSxD7Z*x5#0BUU9@;GTu{AgVf0ac1K84bi^vv>1|11s ztgX=TA@zVl|v95C zAz|r$_d3NK$)ED{WWls{uR4dT@D1mFVFv-$wqy9OY@*ah=nbzTIkk!x#wI@@0#aia zSER)?X%>V>vw28WA5{Ah1K`n#P!N8D;z>nvD0?kR4%XG#Rr8Y0GAj+?{6vuMETYVv z&|hSt?zbW-JAWzm*I$nnMH3v9`i=$LYiN z9c{p)GF=TE%>@zHI>yN?5gZlv&|MnipRMxj`#JaOET_`I3vT z6pcZe@h#gh;@h}=To6rDDTG6x=i&YVZ6~4iFu_wX%fSlrY{o*|K#o#V(pm^ukY3TK zSs1D#JC8otpu_8lsc=kIB5@KHsG8`!)Z14RhQ3h1j`(@(SY3LO3Mk6eE(LcGhLRL~ zAU}!pzAD~UH;_^J!q!WP$DJ62yw7Z_?&eD8on^dV!&nRrT6Q(-6~i=cfxpaz^i+>h zOFX+sYG&$mrbU!~eqneqgm>DJZU?jAqw!Q&OU|NjUV;)~_4xrCB4L(C)dZ~lDgv(x z4bJMyP%HbWd7oqIX87|bZ~=+(W-k9dNW9!K6qAQ`Qz~&5WRZ=qz@|?$r71TK8iNK3 z(mu}630EwPG=Dcilf(hIyFm6)aNh`Js%05EDdK#srb!w&I=?1pen?gVJps9{A}ux3%<=J7+b^I{ccI>Eb0m$w10Ni<9&u+l#BLb9fSJvbdgcwXClg4L%6{ER!qF82oK7zBnH@gIfn~|6?NS5~g7A9LS70Z`h+D zgADFdg`!iq)}%pZu-awxQJP+l5-*NcMo$daW?`P=A{j4Sqwy%B1_nu2NR(Yy7ik+< z#-);L9(){~Z0k}IGVKh3XV*R&tthuLML?{VX7?X8SLC7rdxqRuaXo0fq^s ze)BmIno(3U8#m?d-j*hGj8cNwM3b9b`pRE&t<9z2_Y!$6+yzF(XST$A=-BuIS=agB z#0DFaWNotEpjVatfJsaH=y1C~ne~r(-I**KumjCxPt{3O&dH1maToJnKF}n1Ovp7q zgdxg#MmE5Nph+@yn)Kt3-HpS>kU+fB-3gzQc3^vxk0=U}b-Cy?ek$EO?`o8%Vlg@u zlHhWs1@Zswgu7TPl+~@c%T5#O0ws;8WmHHm_+ddq41?f%|J3Gh1FyNjzJVgt4^e8W zQ&faTEDC(1*0<~(7Qa;bkD&cyAD=J?**7OM!a*3~3D+7anY1l-6>&G9v1%c#rrtAl z&0Xwk7&pyB?O~G?Ux*GIEnXnkb|iuR4Cvs6=wkbuLF57Q(o{pkBo4e zlP6SY$}0@+qMI*~ECWkNp?)^OJU?A&Qn@OH#&ndyFAU_05<9dI>FzD4<%KErqbYSA zg%jG2^x89{o`NACF~pP1aGEI}aM-4*gX1Z8a8~{K;J2DQOr{6j_`5N4o^*R+c&_4l z`Ul;5vUrTvr=N+K^IP5Esj3du`{gWR%b`{xuURn)>5e= zzxr@G^gJozr6d~bB~dxm%<;)QaaJG%GlL-=jwDq`IlcUOQebvU{LC$I1Dn#mTr16s0P`} z5j*P!NM!XXSIgH+I9AVt9FjyhTLMS+xRbLkR56^hF(C(#McOvN_rrkIu6{VN z&Q(C2FVR%F{D^A}WC(1{B2kU;Meg(AB5^rCLj9)wIQIKl;Tf6L_3^wYKl%g-qBz0J zq4BTLy@>nOaZ4^5#Ld|UCsldx4*k`o(lYiT=B|hl0ii>V+q*VjbeO%jTkn%vt=oISIAWA*K;?eU0VJJ9iVSXWD|!LO4t`Rj2GRH| z%@;RVQxZLHqkEqy{1pU=J$5nu1dBaZqkF%nKDfCdyr(|3@PgGF&sS%e*Q_^FGd>gS z`oq9EW5Q|L!4-N^4t3Y)*XY{8l@P0sFl-v)|E@vGc9%tRlR(0ddNdwkM9J9or_uMQ z5|Phr2RV+@m;J?uAtCW60x`(vBpUlgl`!-B1W~nJK+$w5{WI_Y;hd~B(Ye@aJE-;I z7U7)teqSzOSbl-Ns~9hMIl)*l885hEkr_*Kbgxw3_R4{L)PU6)?mL|tv!5C-_&2*u z;`SUjL}j{hoz?V0>$3}7Li2|LM)8KHvVG|x+DMyS2ZSrNUme?Bk#r1JcVOjRpc9rR^t zL4KgWI4dMxuiSq5i<9WLb(>vER>*m^%Vj=-Q@;(^Y&k4X8(8IDP!&1@2u``Vn~P|? zS`}kBAn;`3!7_Bx;<$(I6{bEaB1RHHF8Tco#-oLub1=$eAL8^`)IwW|ZDnBP#}T3y z!96bK{hNdUqCvByF0@RBY0SPriwoUoA7E|Y_b{k^!4MtHDUPsVy|7oMl31UWTcAJ$ z{(E90h$Fm8Q-pb*`$O+{7iPM{1krDZ7BF+~?fD2kHJYo{Y42`k(AO|q*LsM1WU$pV zLz(7Wsem+@l}Vmb_UILSZK z5LG>EMJh^FNihUt9}>eJV1U!|r)TQYKbtAzN&?+8WqRL3jAQ)wpfii(fums<94q_C zbGes4%BNC6c)fsx8i2<^fmsZAq$vb$buRg*OiL9Km4X5=73l>N)`C-f(jc*LDIcIe z8Iv1^kN1__6McD?klEvH=((F>?ME3P$cE#>DHR&gj+I(s3;2PS{kPcw{CMUk+2P93 zE77(DrH@%3Odq_#u1>L7uG+j$OBt^GY&Mi5e{PJuTVeA?|B9|U!HoxSc@FQwG^c+bgFb%H6k8-^Ja zyqa%|CaqtJDsyrk6iJ9Wpp%9 z!j&+~5b_-(7@ZJ1%csSz8_YV50%0MGOVV5-)i{lSXFFc>otDypQo?3V>ajIsEgcjw zdRsR=Y8N&%u^Nb__RDTS&%Gv>t5IAaNloowAKf(Nbhe!gixX+&^`qqpQ6OGl;oCV_ zWo8EkH6zlYK&7;o@BM>s8T?g;k!%SEFW+EO7b46}ln<95QP&Viv@V!r0xC2_k_sPk zoR3E=)F3nrA<8=i8c@tPn={c6I5#i>@k4l`N@M>!2bqA*6XSv%D`~LzNzmd3OgvmP zY!cyyCD;gZB-#j)*4YTEDA;y^gB#oqIs7pRMhPVfyHNZZ)Cf&I6=YaReEr^4xlU&W zGm=vt>nmHLVw%M@%SL75F0F5gX`Orbjhhn}@~HPZcxtz4`g=WwCy>lA8e2`zA=_fY zqKQf(T=JGZ&291z;gaiYfSZuy6^MIUuMn^@?wjuT6g9{~Q9T=X5DXOJR6~)s=yWa!{|X(pOntPMnN!lAtnT(r&%9ohBvRVO#D& zKOV+b8%l0vWN`U_rW#4LXWkQk&vhJ77;XEs?W%hIHm7i2;uW-I!u!PUba0Z?=eFrE z>cNR4`qk2JO)ymP;jxXMbSSiCpG}c&o~EDE36LSE50HAcw>8|4;d`lA-!o8 zKwL^d!?>q4T{A&>kwNR>5uZ9qZ#2r&Uec9EC7R1!8-;6WdcWn>)J5_yAWuQo75SQ= zq66xOvBz^(_J7s)yazUxp;TSaQt9Zs{2Qj% z2(2mmqQ|d@t%*&CfOFpJxo))FVs2T&pWM>zUk;EsVd|zJ0#;ZkyS1T*F88Za%WjIR za1*S^B?50ybX zK7ksJt7{%Fa_~>07+y-vqS5Q~2HLbpfdTl3fyoI>-EEm!^~e!$%I(pXHafKU!CBxb zKOF%W84(4vsJgU?tVZ4`S>Rk;uxVL=qvv^|GiP=r<{`3yzw z0B!F6kS}`mY2JuQZ7%_O`5(*01Y4cC_ImTv-Rg5q4Cq^(vDwR9FJ`uJ?X7iNofRL_ zTiTjANE+|?Fa@X<$*A~2&_W=hlw+R4iX+h81aslS&E6zEBBxetolfu)AUf| zf*5k@$co6nvzfEamwrq$`S!v;Q%R|1qZ@MmV~4SgVt|b=XGx@(Kuo8c=o-Zf_7{}Cr0~7*Dl;*c&mS@}|2t`vgkGm;=<(+;_jaYifoOowGO4;dnZXr z@vjAaMwA3X?V0HJb4)(s_Dl-*ceM{YGP0kO?uE8%Cu)NJAvclwBn4S0;~)Fw?w}A8 zo;Op}gu$&=oSwL!q5MLi$Cv#Vp~w9nBBUh0WvPkZ7RO_${^S0_PFJSsai3y8GpSbp z-$h&;FLQ&*53(plQr&g(yu#oVGet(-HC0}{TDa%W$cwkAU3tR?yR~ zar!z=sLTrNkf^y=PZ|5|HrYPGNKmGKU-Tn2UASM>>nb|__jy1@|L^oT;iu4gr#>1K zW{XqP?r*LRs=DZcr@(4_zG*&sfSHy#7tm#^hmR|KT!YEW;O*NV*~z|&0^${ z*_?6SIQ7fxc4{=cHYE(oOn&I~Q+J`L_N*oau=jLrw7BLc4Tos%A={cGCe8#544+>C z7MCq7zqA_^f^74EbKXDQoDUWicmSXr`PGwQK9LB^rG6kI$ESFngi}LPp)TdMdj>mV zL#JeSMGD>}Z}LZDRdW{AFEQ>VXzYo7DZV@Tb_aVROz}=ze-f2(Ujy-%Y$pBPr4!X& zR(&6e(+N4v+)g0zG6(GiU9w;7NO#)Zf)53Qk(enAg%8W^KY5=*p)_z1=lq8ZrM&ny zm$fy)a2dC>jrR3U2RII%F4_%2JLp`0DVEm-PZhQ{naFq_jX$?Bb2TrzEo_8!NyzAW zlNM;ZPU}1p7HH3WNF{5t+u2n1`mwsCws`GkS~sV4f{@E?$IjH8@zjc(`Oq2^$ny?K z*;W@GM{(pRR#G)(+;4=JS}z$+isT0Nak|jDkrs4U{={S*ID*I;#PBTHk+E6fIkKAB zWWCcA1VgFcmswhtAn@5Ds{9_c;G8Nz5wdl_eX7E@$t;ZJzbgC3CM|$q84+_pU|{i1 zRn>}xkGMpLSY^0gRKmZaW&D!zp(VqnL4j<6=~9OL=Jx%-{(V*bxv7m6@p2w<1KCn~S^^f!(-{URJCxDlXat^T9FGlZR6zf$;hIWcaaakZo@=0vYl2=yNsun=h zYU|n#v7>C^l_R&}x=;~wEdePbIVed*bPLip(w?eY`j_myB4+A*w<-HeIre!b-?H^+ zGcE}AKHk?G$F4F_{Y=OTVhRcDwZQi9QAZNS9VgGw4Q+JAH{d8sTBZkDggJ{qk`%x1 zPT6w2m5l7QCs~#nIJfKeoBPvTkN?oiL}F#WyG0$<4C_>-=o?*+UqQC7SmycoEsE^VT&FTgEnWm3BUuS($hi zfdyiQ(h)+aBZ5p@LerW9uB$$@9MhHkS;%5f&6qJ&qOJ%efu*$ckVdyGmk-}E>}-X0 zvaepP>5!RTMV_29@!SQ%(-8%6RttEJnP=||O zZoT3Db{{n@6K+Sbks5sE2sCNfBNzmKU(E72R-@p~h5#b}@jO+zvGdrEAGqn1_=dP$ z)I-a@(jei8AAz=VnN`UFKTjP~eK9g-1$Z>#$TahdF(?_N+un#`hOLEI6h>VqpZVHu zIuw-0XA)JxBBu;-`H)?&9%*=H&Lc7JNcp_l>x)sF{WU@Yan50{ECCH03O)*nKDVhe z1tNhjW=n&0In-7B9M>}7xRvjzWA3fX!P6WeEd+g5AvzGsXpf2*>Ow;kBr4_I*g$t~ z)>X+~TE6#_CTRN%*}mZ3PjlnEtBXIJ>k3QyiLyCeztWNBU?K2mg2fITY9U1NqoExVOQ^68t%O7q>#y9j zY}0bn>~kc(I`+e18@zk1Nu7X`3Y27d;h8Ldl^dcu&F^q1_BtgZG?{dIn|(j#XI%*T zW<~Lp>X5cB&u{u7in)E55&jwcu<%H43&Tg9WArKdq@YFmcR^eiKVXQA231_BxrcCp zc~T$)onTkmi}haZjSy@{mYKY%=5OEtC2>TSUZ!;~?-BXD!HA2T)i}Bc+M$oX8Ixms z6J)3q$|FeO$Y9R<4Qq|r!I6+&zb?=BWSG1;662MSVrc zYJfig#!Jvcj%duIW%~i)CH+$V&k5DfI(|*Q62;wekN1sY=1t#5t0niangb2 zrdIt?+GnL>-7nZ>C$UO2*kJ9ei|v3vQ0ah}V#MRD&YEkOKUT>NX8|?8x|H;Q(rm)I z(tMS^hdO@?SPe$)Th`rp&*q66tVY!h1x0oqLpt-Xgf4o0B1t_G*O_DO-1aj)K`*** zY^VDbpGyNoq%A12me3}I3KjknaaSMbYZykf^>pBa0#`}?Hzc+&Bua;r>o2p!ys9pM zGpUc)OnV*Y2YvfqNz9kW&M;|bRH@(9sWCqZ;8l&ywvj_8&d0v`uqS2fP?+>q+bIE} zFxFcpcv%=Q1R!IV2}seMPU+sAUV!yjCZd=ik6*Y z7P+cP%uGnm(?s#Hwb{y8_U(33)kCQ>H9T0E@xYFIFnKoFQfJ%Dcu@i7Kz1{m*@j@fIn-4Sk>w(jE%5J0$Q{3=@LiTLi0(7;Xy*qRzBd z($F9~vhMa{R3Ac!1Sf=SJE(L~BBRV9g!eEsf>{zOriEn*mr?Z>T%s)B~kgs+wT}oM} zWZ?JSFBjnCZv6OaW2tWWY#seRQjg(#kBKltPoOIP-kpnE#t!y_TK{n-;# zM9V}*y@&^(x)*`Tqza3yLH_Pd^->Fg8iUyckagbbf^jajIJG$VUUVV>ACRE%tL<*I zG&Af8Rh_?gwhTDaPKyzSG)ULr)kLo(yc93s7VZ*Am#w_IIgi*=vbB4oIF;Bb=(tC1 z$sNT&jzgfY)VnPc_T*#XqHXIuj;h3pfbMB`gaMiPi!#jVyFtZ{!78=Xn-N=8?v|3R z`9|z=7b}-QWP>Gk?He?GAkBH5e3WJ*a}~RQ&$NEEv2{m4o(M@CH5JSnAAY)ZF+TVw zlWvp!6&oPkGFYszHRDBLrz$z(yDd^)lae90Rl&>(?z%-apki^X-i1f)-wlq?PYP=H zoRz8a9u~2Ea&Plm8g)WE`W4L?WFgIm*~!|IQa;IiGWscdU6qDS_=d*MKzQ%zjPQ}? zVJOqnJ?qTb^&uQ=?2n1_=EcbFfw~9I4jbL_{?Be?5VJtk38`N=gl}hMI*D_|BE`&$ z8L$m`S~b(e*UKnUZLiF>jInA zyaKKP^!G-~p`W)XLB)x-M_mQ}RmG_NwD<`psLja$U%glZ%x|YwHT|H!cX7lE-7vRoPwWs2_gw#1JEoU|ZL@`4i(Tg-p53E2bkH&~me*iK$f( zq9`|VGWMdtI(Q=0>7m7|xA* z$7(^iHYDPp^Xc7djp+A3k^jJ~g1M-eSfoe!{E?G8=;%DhIDrg*7(9Gv^*5F-Y zI5RBdBViQFZURV(SB8)eLfSr>MxbP_*QeiY0uuMqFtc0UjX;EzE)zQ9m^2{@{NqvR zI0_dp4k-2Z{zIx<;Wgcj1{Z(}9rxXEHjFtOLjcc+i$w!sD?3eu(7Pt+m7 zwyCX-w74xdQB&)=n|fg$o4s%Q?99ILo{Qk2!1CXqZiwJZm#-;P=DuLwdHO^1-?-m; z=KhG~kdw`Tb8DXu9>Cg2>al?9;pSnLKw{ zJOzyJ`4OdMcS;ASKLMs`yz0M*yaoG@e9i8QSOjDjYH}f_dTh9Aq5Fe6v%^g9dy0t- z41{Kme2wn?!p9ps^nUcB&}DaK)BiVQF7sQ2>3vawu7$-eN|sGGCTmirL86+N|+amuiE1(f9;zLIx@ztyTKOm(Fyba~+h#*c!yd7y8802YmYeqj=Ty zP0aN1#Oyl{)XZ^N{)XX!6ytkfX3q*)MWcIkv-@@6r%Blza|*<@M&Q)6E(KRF*2a3% zdvpZu(#F;~rU=fi&agpe13pe4vCh3)V6#;UafNtqAAt#3%Cal>f?s~1H_Vs{`-D9z6~wO z?dsqE2k-QH)9Zov{iS|=n%l8|dUJgGqVFQ`@6`VF?f*$XUH%(>2G-@iwYhb@eSg3A zhjIwM85#90j8422zBlRE=9_OZ^XG<|=-HUtb@Idc7-NM|cfIbVVdQ*1#&Q2p+zX>F zs%jcEsON`^^nM&o*3XHuAEvg=4dvYMz9pb#jHT>$&JBITnXPJAkPv>2=FfqR_5Z@m zIP-X|fc@VXn5q^79w$q!IWALq?+={}`YH$73U13uug{5*R?>5P*}urol-=dR5qEQ! zlhVGP6E)?+?fKq}RaFkQDrQjNn>2NQk(YQUTjb$RlH*u_{;)G)^YFhv`m0G}&kt7C z(mH+v*RI*O=u1gdDGg;ML#??!;nvc4Upt9q)XeZw(7(v}l~I{R#|NEwlLrOC0L;YA z!QAaA;EcLgWs&?-Wj76y?LU~r9Dl7x!pGS_w!Xi8fD2rEZ9q-2{GNCehYqoBXqCsN zO6b**$vmm;@tgWha>iL^>N}hnBKhl9Gn3IoOZy|H0?)~Bz(Xc#YsS$>E2{Ay^2IoZgK!T-U)=OwLR(9U##oUZ{r)*v~b%qMsKu~T_8!nqxAHz zruw(>cUD1iXszEd`&F4lf|hCk+2+j0g(GBESZixh@NaJn(OrhXupJ-OB=MFLQ^=cY z1G?Ceh^EvIo(uG>QPb3@UtTsNl!FaJxJN%QPGE09qk{QlQlS$e!*n%4d}sqAB>5Cw z**rH%>FWcY#u}V|&hRPdg5A{3xz-%E=ig*~=;t`0Wy9c#KOse~o(80e>#%;_<`Kei z`yN`XuZo@iwt#&0qnKtq7R-adA!5%7QaN*4Pez~$MIJysx&wK+zfQHtlVpLeOHseI zDvx6oj-gV{jOOZJVR!fS(~ih)AT9(Ta8|ayx^(p>&`F->J`$f7VlP_4g4W?R1Qzu2 zyO3C+gSM9C#7X;+iA}&9W5B1Zw1%v8#I}-KCFS7;>v-4j3oXAbbwE-Q-NL?MI_i^eo^5L>N-? zxTjzZc>O2yH3K@&-bp>EQ~4S&lc6X24+vX0srqL7>PKW&4|?5D58AZH>mk^K)(>jO z<k*s^%(?dfmrMP7~q|L2Hc9rx5t3Yw`VpF+J1;K5BhANd?rurC8($L zBQKr@wZq^e(!6xQlt66Ld;~H}5JMaz@e=&8AoBicPKqKjMVru2+dc+dqVw%3|Jaz$ zgHo3H-|4C&^CMBzIHH8}QWJGX-U7GM`UpC`288gE*0T5rK0^`4P5wn3BXoQfY>`k$ z7TDAC`~>nK14r6gMi#u)Pr?f6;J5?aE#dx6Hr-EgqnZBvW{r72QLvt!`aHot_6wQ*dobiM+3f;l_ zjV<(l5U@n)stddX$fxv9rKPvxkb``PK$v!FWpKt0#$@|PN!?{p6&)&p-zP`5F3KU` z(1iQCd~>2aWV2aTegF2;%YpD?`JB5}Pby|5Wih!>DYwo z6aB8zgE{(>57GxK&ljYx($}>&$K@n}x{9-_2F_gHE#Yya_uU2Oh~%%R3IF9hYu{JL z)i@y4?ZfH+%&;R+&XJ26+>)v(2$3_>Z#ZtD&Stxj8x;flsz;YCq97Q6do_+}C#_MQd}*Eq9pG$^Q}ZYD7!HXXC%*KKgCO1;7}#8NX1^10^mGH+6Q;J`aUfMH zBzCD~1^iy(hX^D^UcP zc7ZiKB$#&dm6ynkjcwtORCq%{^;%zQUCC7d(YLWq&n{r+3<->v6ww&A7VEldz2sUf z58#aVeQn3d{pGG9P>$jr$5ejMFRx;*SRf!{zxqiaGXNHOT$wku~&?tCFi7 z`#73yD_;HR1xPbH$_~+VI@VyTS_rG%z(m0!o}N@2-i9+qLXbudfQx22kAArzy`vK* zA6BhxYx+4w8PM*Hj1X4qd){t8mCUuHQoZTQf0I190v@Qf6v0eGG;46*=NIgpMFU-% zc*E!}&1<`8=wWb>I-Arn@*;VD*7TsgR#F<0CEM-{8>~lh%I=cRf=%??9lUI5V{+9; z%Q|=MbN`?yLcGFmxTvnHy}9qHOkeOn3%oCSYIca-&u&<_67s8z8!;U4s5eqQzNhe~E$&aP8UJ`NAlcS7dJ^|Pl zmGEzrb-Nh|)3;EqU*71gnC{bfLzI7d>`ZELmWX9_U(V*T-j`VshB!ZqHZ1W$2%gA$ zWkStzBiTEMP1+=VyGls6;i;W?5AcDb?U{@7Np;oDW%?+h&WWAD`p~e=*ZS8ygo|9Q zD?>)$E{M>*1S6GsnMq%}A@5rGNf4p@8u@6YstU>SRwR$;IAYQn-C!P1<^BBPLPbJ~ z1{VqUP&=S08(m6kmv%7hmt3v< zx~2qw5l|idgy6(;OBoOt=RWIx+M=#Fn*-v-1+B$$WlJPMp{RhALN)psN$ZBV6=&Ph zfCGH@R$1r*eSEIA&ea@oy#oANf+(`KAvKu!v7aa;TINX#G8|n`a zWGelI-x6a+$ z%R&$NqOj0=EjgHypghE7deFHQcJM5@&$r=@4tI!j(um@WpwLDo3q3eR8g6BaRm2v0 zXlptsEcBs{uCz=~P)_ax3u4>FCWIPje^GK@Mf=^!eF0hMgF1&Rh!J@%f}dqX&eLBr z*dCE*qik2rJX`3WR}S|me&qyQ;=Pmm2x@zj_N;||LTL{c`bk`Zg&qU*pd)gxqR$)K z{A#>!2?M=n798*+&+IJ>^dwF{#EQs+qzn2bo$Vbkwk5t**Dw$K-KY3HNIL+B%I)(W z>{if;bNf7*kK_dG^V7)f^9>pF4&}Lh2&rQGJXA#ADpknsQ-{4Alg~DIQ|24_V$U^r z2S_iQXXCurl4sdC59Kpj)R!+a&U@rX@XWcWb03cQyb*`lIPaM$vd3o=&NW$^%ttfL zlliihKyCAjWIk-Ewa0trDB0s_Tx%QTjr3uUr)3!Oq^sZlSz3ZM#d~INlOLQfJvd*O z;t2z%s|=p0Ds9qXh-&+*`G)PwE%A2bZ8Y+{wZt>#uq8gbnqQ2qi3x+k5)Z2qAM09L z}H@m@zB-+adr zBul)%IFHZ2d>)@)%H#84iRYv2+oRl_Ddgvt_$af)6J{N0vMKK{88_GxA8@dsV`(8% zL*H8BeYV6`$P!PHl%+gACUE&-B=BUGc#pJV1OUPlOICO?O;s{$lapED35CfBJKr#a zl*AV-O5!6=rOQ_M09JUPVgo6cFC;%_mlfXcZG{hdSmA@*3Qzb;lvG$siazITh0ll{ ztnlZfPKtCeqe#Ni+Jmspj*XX$@N_(3Q}=)#nGrtUA!~zY4F4h-@Vf42!l62I_`G$l zTG9rO!C``@@h9%W;ADb7+9&GJr%$<-UxRN9FbTp!rlrl``-i)U+{nyOh;P%fFuHc7 zrGc5lNS)`7k>E7MCX~VK2oF+<61|0wa7YBp%Q{t{lX8m2-N+$JIRsm&FGH9(N#6Zu zZ-ZHfnyaTZHn>d7HeVr^j1O5vjHd#f*pY9iv_M1$oGJ)3(75yMu+ZYe+tLafS|s8U z9S*{v^#~Rv&N+FOoxpDcz$hLR&L)ib^&RTcY9m;}B~KHf6l1u=-87)ol?{%w*%7c0 zgKc%9!dN=x+TECTQ(-^ubG0aE#$fR5w!_73hsw9<>Q-$7 zGCXrqwv(!Hs6#jzp140ZrN{Bip89Ea7}}sgavcgA9?cFLw`&>LNA~p{efH~)`fQa7 zf7u;2cUsbMR|i_wlO9&I+e?No8w$?|O$T(S#AQo?ieT^>)RneD(7zbBSdh@i=F z5*);MQn$YC#W*7^&cN22$}XHa+krE4&n|^C=motD&Kxe`%(-V@F*pMu2peca4qn!X zBOnb4&L_%^@(f79*kq1pZa8MWLOuCf@c!ol}adH;pbg>u~UXVlRA+wY${}e<7bRa7Q@q=k;X5RZW8elU8oW_@n&wQObU|+H1 z@{Jz{$wj<4lFR?PA-TK^B$qGUkX&9W$>mEoB$peK%T-D)U%DZ=yp)p56R$MMj?$)&~K5VHS}Hq{vJ} z*~$!sd!)*^mpoG8DlXK)z$v5?uKD6|%@=^Yv*-&gyHhyX*c)@k$n;KWd-l^kCEPfx^K0HnOExnd(#|1~NhzJu&M_QP&?K>NGSc?pq!1F=Ny!Kn>HML0KnJ$>uK4xAQ>@ZWA!1F<7UfJ%?WCZze z!Icgz=1Rx2+h&W~PAtBy49lQ^Wv~n^g94Vz2s{@ukY6fT$i>B+W-|M2U%|Jg7W1v+ z*=V!HXeSnrHkaKtU)*-4OW-+R1)egB^bmM*O!0eS$+7}Z2hK=~Gnv5Cfio96aE1h) zo;cGX@GQoe<0YIq_v|YMXL<@eFH^)>Lf|=I1)g(dfoH}FJg3S6&spPPHeDac;@Fz?ZWwR%1@Mj=di9aW0veq5bbv>{P zWdd}a?GF-Rgo;zMhbh(+6&PwpBn_M-#8pW%|K+n3K1dhtG!khh5DC`9b4aOMaYLvcM zW4?}i=WwsPHa2VyLikJIpbo&*PrsP@rDdn?VT;;CaQcwnYn)_-t@TtXSErJ@wW|l; zNXcU%>eJkW;O2I^iVAWy-7)!#a!f0_h`g94*Zt_DnpQF7is;cTKNRoNl}ESeU*4kw z`nDzfTg3AG-m__ED*w()3HS-;)d(Cr^`qcQdIaC~zg{ zz!fT!KxiQtEv6q|4lQE45k;n5d07!+&pKxn0xYgxY4&|30|$unp8VSiz;}h+`dANr zDy;&p41=_Z&lC`$tD7ApU^O>W!c1c6+=Mpj+VekJKX$bhqE_M z&e|KZ0ZKDHZuc)AL+}Xy^!oA$N0u4k#1)M&x6BBeItL&!T?`_MK^D3P`E@&p5ybL# zWgEs5DYmZXXj5PA8tp^Hlu$*z_nIij^vk^$7U3a;flft(gXwFSHCx>oZ(c@TD8;}~HC(nu>1=(t-LKY3hmGHC@uANbT(_S-~=0`1obA+$u}zQQ_K%&v{@WDu&rRD??haUlO50RJ%eLG} zws?r%+f*&KN!V=)d7HxSZHlsO3hg#kOWPFo+NLTc`1jr>Ad>ll#iodgj4ZWHp%z!M zO@e<8`8_E?Tg|T15xvd))j~GIQ%<|%wGyx0t|PT?J2GQrUa1ocMy*YsO6@*ux6-rS zUg;8tJ!W>BeK;9T8Q~pz8dz>^jr_BYN-!x&x!;Z$1LEn4~!6OCIGbh z2kl3H73IkSg}LJ7(&;1)QbEVX7f)PA8H;+xmBifX74j|oXJT!Y^Q)moR?DUNT?mS1B%_Uuj5SS{H^&* z^LJ*i#JdkjHdch)?|q~xYix`-<&2}ur5w{#&e0mao$fM%B=4lLM;|-{k%wuRNaViW zYYP=8F20SMAO7%%KXl$ng=!`DKmqaacdVuADOAENf9Q7|- zOXU}lcw5miWiZ!xEnYh}4C+c!HK>svCVt)oK{6|<>1s+P+NnfnO;^W__wKB8EQUjs z8y)UMCMwsl@YsdIF&>y~m1+29!25OX%P|`?#)9L&sM}4Kg z19~n)i?)`*W%IvD-0_moIHclxx`GUVFs&u7-MEN1uCD#m<1}~e;TvxpC*5Nt4;pQa zEFf9nj|&*5)ocSjb`x?$zL$7V;c4fxEpv5B)bedpOHIg`;FX*^n-AN<7{wFf9yf?C9#w8ooZar%iG1ZZHzaLPO-C3lA|x>4 zjhsnLwGLselsmLEeLLP&mv$)f64KeijI*gyo-P$3_PMO@Qd6yonCfj%4M!@ZM(r&y z8a<(_6cvwZ%T#`qGQp^VGZkya;6q3z(s=0z6>ddZBG+`Swbei0%sru#O7YG(BNcX! za3Zirw{oV!S<>W@gcK_yp>MR6Rl4I4o>*35;EoBD0w-iG>UcRFrnT- zc~`rX>hc7T2JZuCP*W1Mt?4shGDf>YFd?cXi>i*;WxN_#B&iCdH%>J@bx5VGF(_1d z#-i@0JGlap8tPf!PAkU8am7jP+!R11;++vh-1%J49K1HypWu45ytsyx4%hs1^0WGV zv9m6^XJdsBkW3wqe@fC{|U+P3w(wVGE5nfhDPivRa(!)Ya zuV)jjn~y&;=a}DrCY$JlY-bzVJ>82!*VV_ilipw)GxH27OC%E|eVh;|SZ8{Vu4q+m zB%=FR^UM|swXxpAAdxGG@v?e+?J^pC+*5<^p%*S%V_7F;-Tmk@UAlW@b@ytQ?w;v{ zOX}|7vby_{c9w^`jXd4@E)d)7KYu0qF7>M+vjZ)m$xGlQ{a{4yk^IGhoHfy<@EXal zR$rA@v9v;;k1ngvhrRXrLs;M8D_UQs$j{|KOIBDkbIiHoVn16C2%g!x`$wt3xn42a z1Fq^RdA)V~u&0hc`^?fhe)NKL{3)yBN8Rr|p+pUCfrZy(<)Q_ucKGJ0i%&ad?&8yq z_SRBIH?AX;HX!)>X71*8T2-GK<|Dg6WPk4_0 za_^B5d1e(?5}jYAQId9URa^bZYGC1+o3jE{<(`*wHy1hE6Fq8GW&Il$ZZ1v}7aN|x z`MDVNzNr=5UdeOW17qDItt3Fcb4#8M(l|?W_S#9LV;iJ^jvXLzD6l44@=TC4@pmpr zY(3HG+xhSL*PyEH?br|$2nx+<)L59Q+YN)wcP_9MUYjHG$guW7D-RFz+EI{5d+OXE z?Z7ICaJ1@GX{Fby!+g~jn$*m3Rl68Iq>^T|x#v+pb~2)NcTLEez%@tx8YQhyMO@K& zGAa)8M0bfMddU&m+I>;!B>{z2(aR1&PJXXDA`fCOequ!Kznu$1qCh%-glh{s1=sJ{ zn^8V*M4rLl3l~v>eePzuYx;H+#lYp0tJ=JAC_d$HaYkL-!iDd-hsumhD+!d+tmyKj zOd?%H;TTVouRk(qujZ|_u6|UwsTt2+u#*fd0O#m^Q~)@CHBZP0_1|L)l*odlCn83i z{eMWd)rD8_wjHF6Us$yWBUe2a%Y6~o_??P)9+MGQl0F=zHSRR&o2dvknOfFmGD_+? zim5VBvGi(EvCF5WS5Wz<&Ow|(wgc3miF^FmEdX*L6f)breGxTHjClW{+ygu)?n4_t zcXLtLCeG>m`BjKw zz7!Pg?ZrBIAsBV%R>e7FCQG!;JH{H#W#PQJGW|7o*d3G z;E-&a`3%L2n{T#&n;k~<{LMP#-kLKq4H6VQDB&ReuvaF80MoZyv})Klcv`3r)Tr&? z?FmH#Pv74AgbPL|9Dxj-&J9!9CUf}qtXf8fPzP>*E_UaJ^O?XOv{zDnqBAApiz(z_ z^v$Gfryibn=Y|P8saisnO9}JFTY_03f|<>R%Fp9K7Do|CSnWKDBB64v`N?Wn*hRXc zCTsRY1zO(7AY8 zCv2i3@3A^5(RR+)Uc9wl$vUUHs19kkJsm|;tIzgv`I*kuNiO?L!`iY^9dN^>ogS0M zYt%P4lG%p7U!#ddc8|1B;Z$gQBoy94IUjGd8p!UZg|LKp!gUkO!@N33-#X z>TVr!f^^7QS*SelywdY9D{q|!iCU)$`S7Sqwb4GBS!JH^9Zo%3p z=0xYhGRnG)WB#18IKF^Z^%h>$1H7s?S#7_xs?%82nS52JXjSu_tC|y|?ktw|8@#Mj zq_LkVt&0p5wGnwiuyJXjyslZhu7#^#*Az`>NtjJo1I2rIc@HmM-mzza^v}*+(efVQ z=!!ECRh0C*xBU6O8$P{rgH#?llKefmJ;l|W37Dl}HKGk7vn7N{mf{U4P z;Z*jamAzo197!-!vNC*Qg>3GY{}FZumm~zasEae|oq0upVU($+*2F~JTfL||n!vI& zP^E@MbrL&x5b7sXvx5vXdDOk^`V|b~+QOp~0^Ej@KdEgEHLbCO46(hpn;BC^X-I=$ zCJ_x{BL!&?(&dNjAOlRzx|tQax1!OWmE2<*Bw$)jgJ|lOWe2HocuhAkrz#dz?g5Xi zKHb==gRSr4qMI0zy3;}>J0-cZ|W} z=XLjdghaeY)aM71)w-frbzQvM*_dwKm#*3*H(|7mkPG!{zN%OKhOQfgojvxEP4X_L zN2g^0PhFvi^OO7$l_O{QBOeZrz&$$;~owasE)|+HfqXOr8iR&7riyI zZ$I;=GEWZA_%igs`z!`?``SOh`$|Sd zR23Mc9d&&%=n=uA9u~P>{;+7PkKcr%Hy3OS;DSg4B0%biu|HFv6V8 zzd=|zoqdByX6-*yZW*H?&$+1fl#yaa>%7s+BI$3&U36GbEX8H~KHxH5rzDKIZFSb@ z3KdB4s3N&g{}1UfXQ|pdVc9v+jpMOBY*bXijE$oaGp#S6wu`+A=A#D1nLvmt7o#H56EP}_cN)p7ldH9`e z5GU%oq56cA$~szi;HEt`6&EGFVRWVv^9?SNob+pfA|r7Ag6bp#T0mP#R%iil6FelC zYqC-cv!2@gp`|Rm&`9%cpc3l`x1a&(aM2}vC%IlEJ7&z$&wtG!H=TgPU=o++s%XnC zkgxZEM$phHbSvB|=`-?W-a?-=^=TJomPXi%ON#o$3p2-q+Dq@ruRM(D%eFzuu!{~i z3>Su)e$$^87v2cX9>1-=cMoUfq8^Aqk#vP%*fCn7k9s)WOA>ZT=TGEI5_U;XtnRgz zy{=utg%dAq37Q%oVz24Fqx2 zv<|oRT&-kdQq$EKv4h&%M&5>2Tm9|2{3ouYvfkG+HtsH6qrOm(6DXCFcnMFB&FCSb z_Lc3+#3|O!Fp8J}txyM;_75n^mxk!lFm+6EIA77>v`ELC_`=r+D;!dnkh0|%dcT7? ze!QlodTuP?JTfZo(rT+OB_Q+&5Zi+-wZuF^!-!Psm{CQMfIBI4Yz7}{tN-znTwR6` zZ6I~G)rC9Og|`&j27H5gN=uJR1dZ zK)|4uIInh(-rz;>58ef%hZjL27z)OnWXwt+g_B_!>Ta!Z6z%O9!zcKT@{VoV!mcT6 zB*GHb=6SI)Ob;bU8d0jJ^C9fyzao-_m0ji*)CMeYXr&d=njJA zX8u;V<@S{03`5$uk?X@NOJ|2mW5oK<{)t$PlaWc?}&f1kk zP0J=h5usZtbe`-sr$)}5K}lY8n*=Bg{xQ$;kL7g_!-+qd^5+Vi{DH*){{9e@S_QD> z!z4l-pLDtVqf*%c2C3|@Jd5I@wT<><`6M(^rLxzORNnzzK%aIz+%peD`lZx18A zr<75+o=^tH5^_$@+(TUNG@Bh)R>9JUKdP)#K6}Myu&~OI$38si-yxmo<9?F@G4<|7 zytJ*LKUinWz1Ow168-(1ArE^@NWqd9$@jYXCICW38GiokC5+NsNk<=l%ch8O&J2vt>+8F=Wvy$maS2FDUEtr5s%Z|_q|4UJNhi`eG zHCIV!fNjob>@v=V+M=8|qtzA_z=dUt(l9e^Q6>1lZc)4AJTCj<5Et;Osx9ilxQNT7 zh*#r!RKzi^brBm}Pl>n#*I5xqxSkbpH?H#{Mo9eC1TG5GH>MubQumChhqct*W9mUI zbu^~#M_~V$x>rkW#?(PAbv&l_X{lF_k@InJOpR)(3u6jV!{L}hGWAGrQFtGZVI&Ou) zCmAF(28S~eamr+#1U}cmn3}huAiJXOYdkR_-zK%L5=@~(_^^)D@yo80=!oW8?_shrDw%c2!QbYkF-O{5EF1C4Z^B}dO1J#W zJP!-qs|Qfve!Z%0a&;5x^}19y1+DdP-4yF)b=|~TZc%|Tb@Xzf*XXXg>Cl~eZQVq5 z)2-L(&2`hGH|U|d>ATv4uJ#^$;h0;fG?d4b>BSe#mg%gUJQ~I^nQ0_BW!6B5DPt?z z^w&)nUImWeUPXzls+;vXGYtu*%sR+CWi~viH{jWZy3snAo-&*3 zrUZHV%upSpR_HE#lc$GWTH}xP8kwxeCvuC5%y1n8+rbo-!KD-jc%WmT24r<^%51{z z$YiH=2Sz~${_Hck>8o{uP1uwv=KE-1L;`xmr0$qhz+!F_j37rA&5OZ=%N? z;P#u=1&t)KXbVg!`A|$YQ%$ zRmY?ybPD$5STSCC3w`&_lX3Mbnkg!&*<#bS1RW@f1y; zLf@h>(@s)|$`}TTkm!vxRn}UmAj|sk7$;larH?4S12*>|`}9t9)LoU2t%! z;3G}@{?^xP$#HUtBEFexXI;0g7#@Ff|iXp=u)yexIM-?+Wrr73u8Ak}wnJq>n(R;Bta!@H!E7_ zn_2s09o~cF8wsAWOI2852XiX*}l^%kFd%gVCj()sR3s1ESE=dMHK!JxQV{OfC$ ztPLWj(idd^n^0!IaSAj}gq4Tj^Tth^;V#$RIBy53WfsWzWNZkmVYh{cTj)aa>a$I8 zT6$Psg)332wssncP9xJ!BhyYpBm7=~n9`1sCW)5f!IO{ia*ek?{hdEh$WS~qO%7>y z%I4jWkIN=_a^fM(vk~uq>`+!blvUeMRxK4w6BnE@Q#lx{v{}tktNkp?Wof(vhYAI) z3O)uObuEJQ%^RQd@smq`+RVpmt4B!|@W4$aeP%4v#M?+``!_IzT&rLjoizrR0@B1_5IkJu5Ij1hb8SzhY_BSON71YF!{i# zVTpyG8kU3Dn-0tE*qaW^9oU-=%iY+T4$C{SGaZ%(u`wMc*F!Zd@5i=uSU!MV>9Bk_ z?!nd=V6yo0QPT&5v(!DXOH1873b-pBjS@;#$0*@inNb2Ei$@8>YV{~^=X7zDAm$3A zz=G4^DB-{5M+sglH%i!A*-?otX)sD>wi%d^)UXV&GaV+CtcGO?JJVsg6+6>mxepuD zVR<+9rNi<;Y)gmbL)euL%g3-O9hUFIo^)9DVNW_N*J4jPEJv{?9hP@sPdY5`#g=qf z-k0u3E4(AEn8E5OdOfy>72c3m%%8s>eM;iQQ_Ta#o*}!yaTN8 zX0&4P-u;|MmG`1m>_v~!UbH$Y@8i6xycMmQ@R(iOR!8N%yc4aA%DZ_ZS{ar5ICs3C zK_a8_QI@P~GRJ7aHYy)x8LGSsZ9Fg`BnXb#U1*hep^cPGp=z>K?F`F4lc|l$_wknU znB9a{Yoqe9bPrnLJ!l0hNPJtVjmn48E$A`Y8R6E0jU6cB_UsOH_XKS~hb3(+aS5uU z(rzp(qs`M_AD3&rhx1pX61{Z)NqLZG)rxPyQz(^dnKxTDo)zABR!pwK8_x=FJS(PH zF{>-scn(X~mEZ9FTy@vNAr!W+*DZ#*leuVOY6nhnS7#>m>&#EcZc;i_$#acDpcveksjW?cE(^;#a%GM%_KC`NVIf*u&NE3yljb{xT z&sx=F(81-fTx*IIOk%Y0Y#E$*rp@ZgC|NVR^~NeTp2zIQb65_V-U_Bd+IUt?=ds4d zb6A$lKn1fUZ9GxKUB~Rkb69RQ>nfN~Y2#Tn(XqzHb69RSJ(W=c`RmZxYC7_;RT`E% zOh*ONGC#wdK>N-r<^tMwRxv(l*I6Bv5Avq7irI?xoK?(GwB@83iFTYc|Imh$W<=U= z(mY7p%_`<3+HF=bC(&lJin)>YnpMn=0)pMaTg?`6tC(5n*(mQcoAXnqiYbORniZ%V z+Gtir)ft+680~v0E#h8GwySl#^Hg z=*v#BDSB>Ktnyvgm&}1>l9~R@m!0GmPNuV&%>IJn<&JAO4NgHj`wMQq19r009OrzH zO%#WT;y6OomAiK!iOOEv4dY-ROduRlXdH4ou*~q10`nc&o`PW)RBQgA@NDbda9>Qm z5%-72C1UMHG7!ii)_T7^sgS+8B#Z0V@S2u4N;203>EhwG4 zr{LxDAwjZ>=r0Da2NT+jer;nvZB2B0b=^}4+uDH?K}kA{T*OWAt(GRpr>VtGO0w%9 zmrTfj(-#3&PUFOp06 zq?@{<>M{d`l{y{#SyyEkzO_-f3Br~(eB|*X2M3a~AAbR1>E9e7XH-JC_m{eHyVex$6Z8FJuZ8NdM7AiB zR)yh~rNJR;>tciX0cHsiNNvk?~2z0@M`=&{|bQ_2ZZ1Q31(vHu;Mqm}7nL zD*14%OI_+nw5=>zDgEp&a@OR}h*;q<;Fz^n@d=Ug5M(Ec%9ToltxB8j3gt-pzRpLP zC^eYG$UXb3Yq$V7`HHl^MV(Rz)TEc>GB4l(i@`6OoDLo!Pv>CDWIt`fJ>O6NIUh`a z|9{_i{xw0<1v-1@_vqHQe|Eb5Kf$eXk9dC!bhYp^h%KYP7QLo(|1(boFwq8VqQx0P za{2dPaFR{Q**|!}iGFLB6DCjp!3$2Zwt1sjo-L}bNN@UZG5X^X+j`2jo;zMpz?kbG z*9n>y5nBex+E2xM@<;bf^1mxTd*m~BI`nVhGxce*i4jE=Cc40agmr|J3sV45Epz3g zHlJB-#1c2luCUP;OXcX#-erXoRyetwYbJezWx}F85pw>`+~e+!zOXx19CE^QPpKUJmk~SlC_DAI zh*$RaI6LJtn6e6^R2&@PfHn`3o+9=e_HUs=s_{aW8;*FSd~!jeGK=WbeL%Z|Ncemh zi3NX9qfM~wtK2=v(vT(91dHne!f6`CGl~b@(y9nIl0`ZJ1=?Eos%u2 z?wnkC)MaQ8_%JG|@d81ewrLM45zkUBPm~3SN+m-)konR*z9F)fUL1?^f zPM<06avsEQimw@w5Ag43MBdN8@+J?5O!^&wTk77{tty?8cd^10$$UpS4$}wQoLcWV zWw*7gEk0m0j$&>lAO$je0dNK@(0p%*FFw{A7nc1XKoB7>D?omfA=F6J)19=oDajpi zmL7o=4%~mBzyTUFkjC^A6hijh1&DJP(l)!IL@l z!U7c_A7^;c5tWxn-`I*(S<6+@7ZV;U*JFchZRv2#>KqPeNI;m&;USVrMs{!*U|Fz566frFl#;`|vJBdr zLodnF^8-4k^KeuEDlK;pt17bGJ*!W>mGV(_n_S}7f{E7HK#)DciD~<3oHvKnOE}HD-pke!!WdFmI9p$(?K@CwD?p#OI7^KY3j86oCH0 zvir#;gd5NdfjN_U7v=s;n)~NEgonf4*;Oeb-9i^p7DWGW8$(LXXZU&whY<6bvi74Z z2$9=8!G9;`l*NRiFJZ@A@mmC0@z=+3oYDMr_eA0(^(X$qiH?krhc$nU&HNm!M$x%q zic7c6S?D6a1K=c3NU68Y`MWN5BbpP252c9n11NJM&d|Y&L?C18ghQSl9`HPcR?(-n zA#mc3m;!c27oAl|8#~Emmt1fPbg6%c#Erh5g9P&#-a&gM`Eq8t;7f0t^YskeqXFuT z8I1YlWDIyd*GBO1ka$@bHBQL&gh$>i&Adp7?-D^LMQKU4GsqK{WCxdI`}LHBf*y|F zOi8GtyJd=;CwF=rVl+!a$-@Ettimxrjy)yCBG}Ln^4CXe5I8+{mQOT-OzfcpC`*4o zA?I@fHC*UQWyfOt%WJqd%x6}VRiuR#z@&6o@PV?)L>K>+{e;l4C<%YOpe(DYO2i|m zV6NK|Rv9unO?A5!nAA%l5|qUy;p~*{;4+zg;`(dWZLQfBdV+lGGTNtQv{#Y~U50S8 z9fQR%J%krXhR0#_(ObExF=0h7Zy-biF08hl#wUjwKz|=j1Qog9^lQ(~-?q4Gxww7H z6*pX3+;g_L-_E~&al1NjE6<;`=x!L{?HIVsJ1f%C?_ zsFu0m{96j`a^}trWIp+!8_k@v4(&;4+Q*0<;}J{w(bn0pec5Lsqh6#qJ=X`8; z;}i?&-Z|2>?S2A71`khPMcT{0Z)A`k>)0*-kRh>S5=j(iaa zmoYhxe-VhGF?o)H5eTd?og51z5N%^Zj))Nm!7*JN7bD=0UEtst0l)2Tj*t=X3tz)w zG6MeNJsc||;Pl?l0W(*#&}M+6W(1u32l;qbP`m(z3s5{u5!V?+_Xvc$M7TU0uf=5) zfzJqxS%(Y7$q0&@*@P>_(FlsGS&i!n5pTftxQI2b_r`s=9E@XJ`eK7i6mQm24Tt@0colIdxhJ(6Fu61;<`#rF zbRqF6L-8kyy~8OgCM36Sii+vd*)%GqU*{2;QP3F<2cUSI0o{oxjcy&(O;;L^6C&|Y zhse^#&rpzp&B(^jz%#zh2VD)APV1|#29O=XYr1hLPf;3*!)unt&rpbl8n{}NX8a5V z&HzxPv!157G=4_e_?brRjN6QzaepweGcLI-G$UeM>auRRkxL^SW~Dcqu`?^ZOkNoq z>L#Q65H=H_#Oo1YmD9btSU35)p+=&xnJybPvsr5dVZ?~X>aLqLdJ_U@dh|L(UG>+^ zz>=_;3|e9%$C*$VM>nEMD9!`{9o^X5pg}W;GwDa$1srG6&v7Ot8)s6$8yo3iLFe&D zjv_*G2*E*Ai`i&{O$=g6HbBN^7oY&3G*D-=)>B5K*fvl{Q4mgFGf>B%CZr?djsaKOxf4VW-{Fy_Op%qBo;7IwgZ5H(NAF z15*kV31fq8y3=4ANNIy@R_pa?u+4y8lLp&#Qj87-+jQt+8f>GR!8Rq`p9b4()cG{n zX0zUu2HV7XT^elDMUgv;gKZ*hY{*QYGi@O=-})cZ^W}M&TECBz@tp!;S3GMzjP21g z(n$7z@Jq5r0B~fiJt3{{0G)~@HCd+Z41l}gp-o;b0KhN8sl_@yO7P$~E$NbVm_7z6 zmpv@2S$p&eNz_M_vPySF)=35q!y|0Vc}AxGM)a=zBzA35ijxYN`^vL%`W{=N39HGY zgB?NqMGgmB6B`j|(s)%$)kP=v@aML6W|z;<@_cd;W+&jJu3wKi_aJD7_XEpO<9fFPAyJP<$LWV!!)0?@IdyTg^-IxHRq}>rx|8 zb`3Zom%0YH6#3^EYOVS+>R_`H;QY9C=kTZf2r1W*ZSz_pc-Q1|$Z`G_zMev)bU(Zr2D z{PUcGurEAiU+^g`zWt>VPQ0C_Q3~g|@U0L{qxj+)B%`>?Msf0IgVkPM%U-qE)nXKm zj$J}3*Yh($HW%g##g3@6i`Ed_wNPuXI_2nBCAl#!z1z9;?#Co-E{pH}I|(EC;=3m# z4%U}Rx3Fxw`DN1$mrXafYzoai>=xV!f&vjdPtnT&SL#V8nk+%$ zXW7jzOJ_|>#polXw}n`;9F#e_PDPVJ$I{N05$ji|_&AyM!uPNZktmRtxm$hBFy zk#k)D4y+F0aU64pHG;5NlFd(Fv3L9LG+im#EdlMq+GhwH{!vfIv)kJc)!k{xBvEZIR? zyiva^wKAf3Q1W?&!j8x}x-wGTh`gY`mbDQc>U_oZEl-*696bv(q?@$eh2j@5uU5^eRtwQ-ng!=Ac|#;L0U z99`K~g|t;XT?J4b!Lr5O-CY8~-QC@STW}|MaEA*7cXxL#Zo%E%^ho``uc=MSN@B0LQjnx^p6oHA*!O#T1;>ClzudgmqJ^#< zS@Nl-fi+HrMs#?~)MIlCU(0s-7-vtPK|+bfEQZ7%vGt=5*~veDhEGRi9A zpS=A{ShNOKl0OoZJ80fL$BJcxv8nz(*u9)7+%~Ni*Dn6Z2(jsOS7Y=%cYRs2yKS=6 zGXhE{@Oh**h3!zL`%x*r-0H|y)-E+p7f&B%)MgvKti|80)*sqRr*=PRyquZcHhG=e z!hxt8`*38ZBQ&6X&gC9KM^`L0GM7x_WYiki_(q3IxH=6)W_7z(J%7v=j|wFV@vr(+ zcYo7K)0i{!Sn;^9>J)6Jn(R1FeB{{TUCG(eEh_!d04AN&8L&*j@9_@D@q3}9m%mm$ z*n_dMwf~ zd~l2H)elGOD|3#gqwTq!uNG+m408z5Q4`3==pAt9m9JQfTdQ8{!BDweSnSnxtGIO9 zCA{g?bxJEyOX}}(=k=%zFs$v0@aj6Exqq?r>-^d|h}HT(rGy!N_UU=OGj@H5FPxGG zHZYjV;tErAku;y&zq$Rp?`!btYSpOq=p6OxdM(wfl@=!V>UudmzMslP>-qp?mMwQU zsMUVX#BA!F zU|R`!CRqmJqyt$ z)n!gm$-r|~ws}QMX(!h5YHM_|_H`@$)aTM?Ur;N2bktEV?D_~p$ISncug?iql%;A% zn<#It0Egl#Pt@xiFA~K~5q)4ek0lx?f!9m~-4gZfLr9@-^%&a9mf6dv_If6asP_!) z)#|3c15ck401p`z@B+6=BeFp${+Kmv1RhK~MIP`JNsmeMz-!s(ip19r$(gfEd}W0a z5Mqkv9 zg0t{6ZG1=iaIExe-~fYrYOFtx^y266{boBRVzEPZ6y^EPdI^8&-_&4_PFaJ>+1N%#9z6EQ?v7+)(zl2al$2eb*h5?-=djz1nNxRC2Xct4Jl~pxM zvOOw~NDK^9#oKmA-JQxZ+x31fpTA1nlgi^1rD|Q!qvc{(XjOb;w7u}8b2IqyhXj?U zAeOd35t@G>iAefRaZiFLYzlPB3(k=DU2;t2{$5$s1=ltlJDlrP2IVyQ#7-oI*@V`Q zGgk6FZ1V?qt|Xc8kw&Z9y=LL34~)Q|l17JzunCp8 zpk-Ux@`l4^9>0-Xbc+)#10{>sWikQ20I8xtfX0$jk@1*o+L z5`!eG)G4L`B>-AU^#OGXeJKvdcq@`9izB>}-092W^26;4^ocjT3-sy7Kxzx*gcpy) zG~_uYm;gsHWL@`3Fk_AZdSn>})VD}cj1|;KE}h)@5EiJ8@N^@I?Lx6^+AQd*-+x-Z zH3k-B!KZ?Fnw}+Bi?l(SxnI$cG*{jzEo`kd?7_t3Q5q$-+iYGF`{J(&arojBPaJyp!8^XswWSqB^eeRheA%qKQ z+6P9aR4T(Q^GxS9=gl{$yM=wmcTPCR#vef8GEIYK@j^G?cngz$OS!mZoA@jDT8*-> zpXvF_S#+Z&!y&q3w~e< zgWqp%K;3oq&yP37aI@((BbO{x$CTh6mGPYf0$v& zel`Q4CW6^B-4#r=NY)J(V-JzGI%+JL0hc6y0MP}q_kdEUAq1uJM*mNN`vd{fyRU>_ih1Xdp{=d_Ozc$@nrN;j#_)$u+;G6ccM+-=^AuxLy9S74`jadW%;Md!SAKAose!Cra~M9B1o>@#%0)(qor z0Ce;IWOo!@;cl7uM`ar>8nP(s8cpn|Ded}_TBFvWPeTy6<(5QeI}U0| zD*u8NIu~b*q#BN-s*DnVJ4&&-LDWo~hCh@ZK?}2u=kTomkvKj7)RfU_1?#uKc6DH) zh=NP@*G*wMBD>12wpJcw*JQ3&8GWQ-J^XUdXxOnea?HOvCk-Z-E*&bDv-s^jpx(#; zM$r|_c`nD7ga%5NoLc(RX)40cqZYVf<8{(VzizWEJ0)E2%B!fJHmU2K_U(j)X)nxf zw2oYTNsXxyFnyNilP`Vp%vQWP0F7W8g(c_J68V1EBe_DE zEu!P2kpQKUnVQb;a8&8XPZ8OEwsus@n&SH?HKf&52V03(WrNFzE;qC5Yuj0lFqv9j zRcDJfWRp7zU)eQOOit~r7XrevMRoXtLt*p=0(zSRqA2aeeSM>X8*pG(O`Ljq+RPYH zKt%(0mSF!VqJmcrv4%&#VtMf&f2>-F14iZIcLVVdN4;E}HDDWiP~8E+_HiPf0#SO^Qy)O32yaS3Q-tInxn*w z9L*2$_fOu^p8+h*3&|~uQ35=_UTIu~;nDibDV^_;C{}{h)x^*E>1$EY-1|shseJV* zNUkhYUp3f^be&9g6y2P%-kL~*&jnkfm&mphag=~#{ytss;wJFOgVv5#Y2I1bM;qA5 zixy=iUN&VKRa@9P1N3a-_m~cfhqUbj8r%&~P-d1zMI$~0&j?E%vn4}ZeZXJY%%&4( z8+((Q&c9n$-Z)v!ayX$&1^YT9ejhN4Y?hS=op!Rf2u_1_$efB~iWRd5&_HM9g3~#7 z2qh?O%E%#Q0x}7N+hPb6dq(OOn>aJXI5W#MDm|p}aK#>lRTFI?;|7IP#;}8Tn>3 zv3nSl&hw=WE=gPk4%T(fhbZKKX&vSV1=b*-YN2W7ama$sEu`$h3syN5Dj7v&*84Zs zAQ;-;73vtn%*|lZ%=H2of5(+KL!+Z%ezI8AMYV1q66vX!Nw@xi7{<97lvW>Ni95;(#_;nLNo>f>zckRy6T?n@!|W9A9zjXfOlp z2a&j+n&nd*y=74Ky3a+4HSxP}-WJ-ogv_90RdoYO2$i#y5#6HosOi|2#KG?5$Yz`m7r-+3y3PZK{jA%oo<^ z3zu{wEeBmU5*g?Fo(0MGK*^wf4U&vL}yrj&wId20j# zHntL|IkY%-z}WVQb zk|ILd{_o;tS~qg{*J-hMSlWP9gc{4x+MwCl%GY%fI93&eLuu$is@PXYaxt;>x`$J* zOqqZcQ__w@t!Jkgdn3cm%_HddL#;!m7_SFN@V`3%p#W7<9H1f4se z*_Cd)wP4!evUJX0IxEx}kOkS#XtJv?wpPQJ;Y4H3W`2EWXtLHUf?-mY+C`w&6ec(A z%iGAw)m>_rP8m7BxFAi-+xR0UUj1Oonie+NMJEmB-cvHX3#asKE+)Maiw|S&`Q#@z zC84&@7dGO#QcU<~@C#NxeyLiZL_O*y*f&A!;t&2rY8Y?1pFzc=N)fn&e3sIrPBwjxB_^Rot>apdp4es7$MFHreO(^%8}Gj zS~=X#e3tq^epMYyT0e3~v-K6^^IJ;zI0hY&I;a=ps}XIqRiNG|rykxZyQ2U_>f)9J zQQgMccNcUe#1ELL>Yq0o`Ng>UySv5v4#80u1D8v`r)cKPV>izs7`)P9C6hsrSsU+h zxJPx-g(@{eKBj9BQe z#H5YgLmum=-YWbw?1m#@%MJ?uo$(orkb7Yw0wIi4O}p%c!gX95FObDL_DeO!07 zwaAp~VYw^fKeceY+E)Gi(pm>n@4W1fjT{MICb=3_br>gqn}Y}@0a|~CL+z}`u?aDZ zCnv*P9UI7fFWgc^7~#ekI==sO&|;kM-kHpa%rnZKbm~RMLQ2ac&4N zS<~Oop`rr(DxqQ=J6JdN%8^PIt^f0HoVdK%EE0E6P#)}J?Q zIVy8_XBjQJ8R7DzQZ?rQwfRuqNN_X8R`2BIBix!eFG=e`&3<SDPk3=RBV;M&&;^~*eWT1e?8!^9WVWC*g2ED-5exV_8!f3 zo)#VoCeJlmcx6TSv3J(NXZRb7o**<*DnC|LCTSUh$SKkbLSZevD-?+o)-s{ghgs^lNk=3;m@tUTo?dPWM@6ica>>5xHbO>$0cR0nyM zYELfm7rPSF_x&hKyK3fP6?FP_LzrdAA)v+hvK6}z6tI9bXnmO7BP!f8-aqdL4%=s2 zn7d70xz^ZFVKe!kJOU_ZRKI*-#!}_F{f7AWH#}n}27aHK_>u`K?e4Ew(C)I^ z_t4)Umh>Z|be3nn&zpV_^~XWzDECt;Ar12_v!uRhERDaLJ_R0?@@6st)APh`?)Rr( zkmEGlZV&$$O1j0NEe~eXVwMi!2BuXBQfj$ztf`PvOfUb%(3(WjS0(61n>QAVW>MoP zMf8XT98*FxB>&8;nq%ELbEat42Q|SuXsrO)>?mKzGSW{*DF~0_^FtDVsZ%<7(V2KM z9hmQSxDe7!-kG;C9thFc?=fj-Hfh34BP_)M#@mNUbvcxU6oHHVK>G9H z^U&ND%tH6_;2zSm=f>a}Rg@)$ycK{Dt3*gl&@-)0h;P=T;gomQZFl1B7O`dilqU-; z-UJh}l5XheX6xXihmsA)1vljl)%P3X_c96-kp%D z$U&ykSbH+THPKATvI>t#3V@OaFEmuynez>iG0sXE5(AzC=1cYz!MU+0QcQm!TN5ca zF#@~ev#RWq@1(`YIdK8NZLrPFS~~Kp)$ScY0acMw3!sV=~>S*Gk^8u>*=Ta^~X* zh$JOZ2Q@i^jA!sh)Kc!o8OytsNrF|UmRU0Eco5EA8-V6}p_Ik&$Hk1x!&&<)!W=?$ zUoV{6 zXg!*!^*`9#CV3AwddEDvru5FrWiFzFntj{=CCLOGC+AA{d~fwSk#&}<>p+DU@RW9b z{uFZ))9{d3Qbk2s%=YeSg`~VO8*%HqH?>884Ad}!Kk5kI^LChMdJ)O zU3KHpqf<(IBZD|8Xh^n>QHRctw4Z=bm}2%Wfn4^SZpEC=C`j$v%*qzL4B(-lA(C(6I02^H9*_;$Ne^ z)!)b(@eV!c(Afp@J*Y8|xfk_hq&<>NX2DVv^gpd0ovU@9DU^9>yt%-_|f5P76 z%hkUdE0M-c%=;pd^XQB2Wdw?LlywZbdF*Yt0Y1cv?>Gzx$NbRciyj0S#bXo&a_H0t z*XWZw%0F(x6rPxmc8@fSy;gjjDb!=~_iiP;_$iKVH8Ok(IcV85h$NGL0xTK;H*i~0 z9(gRDhrUfWqy3;EIGd99iKI$M8>n)iyYP7(H4eX|@E_|eikNz|E*^>Mpx1i&bC5MQ zg=03Q{5qVDedIoX{GeTQia|nGn5iG}SDC5a?CP5ormaH>Mn$4zPo4-)0E$tqeM~{~49|u?6>hF~+!p*q=#T8f_3DvYH0lx7|Mnf&J zIXE-{T_jshzuY(Y(ZZMI^%4`7(a;k+JbFN7$N$NJ4$?AyDZTM&Iha<6yVv`eI6^z# zdIC}!eG8kEz_+6`?senpI=In%P1>2UT}!sf-}FcwErvJ75$k}ZVQF(WG;*FgrPY#h zR`qsX@oc8CL?gBr5OQ;KvU4)t*>uo*Ba&X@`Yu(Qp+*cEO4E$l6lyeqi1hOniY8iY|s}5=h3#vPNI7 z&h-6WCs%5(dwHPI<(D@0NRJK0`p!kw%t|Nfny27U!Wt(3Uwx2dUa z+iC$qyBOdFXx>lM-C*1HV&h>7qcm`F@Qdm1n#VE|(*t zudvoy10W^lu7Oosd7C&ms2G~>BV|T%=T|SW>+B6iQ}~dsUv+OcDar}!=BU~a~!23UEg#iG>YFn2WpxX(}KkL zK&<9yM97 zhBP*xHjT^@{hfUKqGRTq_4NU`2%ih25VxdV>y`Xj?JIEVDB28?V%A_h&34&MxSz7i zKUhkjaVwX-tqum}IO1p7kH59ExW^r-l+0+h?s!*MV@9z^dQ%-VYEOl}VepO`QVzS(+wS96i`sb#SL=+o z(bY8AqMZO`jeT<7 z@_nicxsYi+p?<08sY9CAW7!u)HsNQ%@DOhg@bosyhOnMd%D*1q8Z&}?z~N20+`eip zuILd<@z;I)x2K*RfDhk$;J!GHk3`OK{r=0}(tSU%$?24!k za_MUU$H_O$A-kz%io^8*`5#)hMDF^Qzl35k7Nc zR)R^Nag24EXj#HMK`*Pd%)}zVd!`L*61b~X+bqQmyledKln1QyJa{$dYXE%a&%~d?*e&V7_KcA@ z7rR7?DcqbV5|VC&PxW5f_?bBg|X*?MZVKFqkQYenhe+<7-Xi;QZj>Yzan3u5igOQ zHeG}UlbA`l&3BEO(12wyRQG5kVk&FpctwB#JY3+be5J{AuNr-6a)xavz73r(ulSFF12Sf`I3g=%cHaSqXwKuhu44 zmO3FXv*88r!Wyiw52*KqTOuP6upK`c4{>(iGNny&AtB7ld0e>$Rk?xZDXX(1yj--o zU5P(igcCL7MUZ$FSaGL^&b!^+d*tI!wK~DF|DJ9yu~aRS4v&^^uV^`PvT*+qZS-s3 zQ2%J-H+GFBt4f(DuD*62N1*kE6-WdbKs@hPYwX;;PZ<0pUCp*G$Lqt;x zuX_V)05U zDlbwXbh`i_2yD0e=IopLI6DuD7|`wjc-)~okOmzVK}opnZ?Vc4)4m-nc_GBNfBw{M z*m4m@i+|#3nt7SMrPMK61-Hu*T*@%?$d9^KN=b(WDtdL;Tra;#D-YG}2pvSv%kX_p z;u2@$15AIz?zRY{5q{)gD!A~lpgB^J>r(TxprPvGxv&-WOOJ)qG2#IncMp4d!3-4! zpk8g~Iwk#I{?HJ6RBZB5P@0e=>)q}twvycL`88#ld_HyBD5}az_kayh&PG_9`yq10 z5DhiqrySuuoV|%V$r64Pb0_bUcQSgYdl_bsWJmBrT+j)%9a5PQxZaa>!0fr)$1x>K zgPc}x@*SR8=5Ka~hAgk^+}(tU1_N}N;ES3_qZO?Rnc2k{SuDEH+j{)(lN4Dfn6F8J z4xSQ*NuVWkR4S#7WCa9;qGS6KkrKKF{B%Z@ddV=z(Cml;s_|>hE=gQkjQg#$UsOQ} zo!m@io9%?PSYsuCyfhumhSH|=^PgCh^vL8OI> zrb+XhIFMsl9o{(CkD83!$=uBQY+x2n$K=oebfJK9xk$2KpFpTXTG(Q%?D4@I z(%F_i;rxYSndj6G+T%8IEvWtYW9skwY)O;`lvoA14Gb|>lpI43zVo72doaiJh*Q1S z@36(N2(q80FW~_zr9qY26jj9WTE7gqDVX=${Un(37-RZ2SzgBV>h)xrOUa!>SUbp1 zER0m+8J-R-^nvoh;K^U85hRKJy&$NEOdOAl zoV_&ssG|Io5PSERZZurK*+nK@n5+DFHArm?f$Rm;(YIVKQ`$rk@46XW@#!AUz*zh5 z^PkiY-`1dt=}$0?cf`-h@|SAv;(smO#s3^77IFQIE4pV??n85NemK5&>#Qf5Dx!?= zYOWt?uRG52s$I2}Y?Y!Vg4HJUF_$3xg-dkDJ$cZu+mG*?PS}MR`?o@q>|Muo0oQ)uy`>)(5GY6r%4|QAZX}SEWRyAJ9 zR+8%rg}bV?#s8qX>s`;tyF<8zwNT$pcp4B$k&PK(RW`O5J#mPJ%fg7Ms7;V#Q>*vYx!8FhlUU3K*Q@B1A#!z5QkMgF>Gtq0Bb?Av)gd&GnF-rnS90#Lsc|-`~ zbw^Ju)~=$j>^6Vvb6cu%4=pL?B7lY zW3})&`?XSTMA*7klp;i;BE!P3~JUI$ER=Z7f3eS<`MD1P>yjU{Q6pBhp~f~#o?UfH`W z^AcfQN{BlX9``5m3zlUqT8ufoEwM9r(4@wO$$m1e|6{;vdF}x2DDYPxloV#Echf$5cSUfy7ja2t-um z9xW=7buwGvcF-~|)jGJj;B7YUH@R=)OCYey0pgN?Uq&xo#4|f08UpfZ2%?xSD(HVG z@-XDh6~`43h7l9?^CXx?6UcKas)=G!U!qXU_h)l}%=*uzIwq&POWZG#ngrFJnUM4XhH!{@MGPc=R*TlAgu<8pRfUH#FyqVRitm zKzVm5;zt$>Egyxl#2w*$Z_p%ah6-om59F|VS%?pm1WZ+4-UHpsU!-=aP~}f}pbBp( z9bq>B_1|wo9a+omyJDX5_XgR3tcNvi{w1=|yHwQtR;Zp$;a3Im{y(HCZRVu_5 z>?mDqdPwaL}SxUJ~qOejg#d*nk{0ZZn$%Jrzc_OFL}7J6X88uv9Q{ zP(eC~@|xk!QnzmA+dp-%tY=LHY<)AL2Qps0ftt`cd*dH!)lx=W`ZNX-kHJ`l8ralr zDvcWcqY)?{Uik;7p$xk`(zzYkuLtEs+}eV}V8tX5hR)IS0_ozlQ6FaF8Eota`D|Yg zx4mTrs>{)CM|386Z-H~c>>z6q+O_c|D|E`0ois0#vqw~i=Yl%!0Du3R@N~eOtQ2b+3oW$T{*9$zvUvmJ*`f@z35eYKk^92x_RXR z185uC&GYRw8a@d|ML6I_$D=!UYcmz6_{|yobDpO>JHqqy%BfuL*caN4zkj|L%x3E? zJo+F8sV{7v2t~cDrK1q{m|Ej>#sY~O1xHz*(oF4S1Qlbt7xRVABbp+Gyeg5!D9dBi zdd$f~jU)}|9dgWu+?`7FB-f3I%L`XN4KGX@eh5qc0wQt=MgIiHjpWFmb&^y%Us_lP z%CdmVLsv5a&>#XoR0RRpNbu%2j>u!IjF3DOO}>16C91Ep!w+~uRTIUqhN7!E?z@fZ zPH$|FCK=|*+2--c8(kT|pY;M1Mw89c8q*StKLTZ+%)nXdQIHdd>Ua;53$2gGzbo;+ z`1~2NSyFT5J(R^Ke!q2Uy?e(J(X>p2MtvuL>F^KySiybVvx8ip5D4@*72ur@OZx44 zVdVUh=s|W(a*FP)a1C=(CTCguAed11`-n#0bC3gQHpnsGV1l5hso)L-SP0PuY!F4` zGW-*?Z<_L{u3yC9H&-+;9h7)wF_bnU`;eug`)JERH0 zr?Z-V!C|SVGLSs@&F*oGiH7|7Ng8_}i>KC0a)b*PgKpNVbDjj!Ed16m)l1WShc;|| z%4PhW$K#Tbhl3E4DFN3ved>%dQMQ4j)(UlDdCLH5yZ0--&r@cpWL$<%=JMx}T&pgv z5(ZWL;PtWS8~Hiq?%hd>S?)D>G3cy_j-sDkyIY}>SE%LWd!`TN2-*sf>(Z8Z`7k(c zuQWPA!?j7mMyIvh4Iy>!ZJNF(rMk?BeUjV+%HTIS)uW8>CPqhdp$K~!Y_3~!x@fju z^h+*BE=QAUNPm49qX-msM;io)8XASO zum-Ts=A;Fn3sDkRQU97hdz}p6W!z8n?=la z6GJ*d{azSln4C+%+ujssRTDa$nGUG)+h=$iX5HOKGwo2tQOK?UcW7#6!Pq43S-yyK z^{7z2A>eXIkc5S6BvLEnFJ2T{9pb(KY@|v(l(G@_vWYnNAiQllhy_qaScae!rb905 zhA;FAPBCMZT^i*BknCKu1|o!N$WBdt;>f}mimW<$QoHedQ&~JOI89`DooFGmw=5T0 zJG^5trOzT1X3=5^JSgC4gxaKqzaVs+=X5?m@jP-taq%c5A{s?8?qj7;smD+?TVLp@ zt(q}&obY32dcAT*t+A`Y{{zLNi%0x6c4qJ<4w9szW>~TD=xU$Oru*pwwOKPM z0>xzRYx@6UBphG%Xp^-ioKPlBYZWE6J|wvJ&exZ@?|w*e68QHM1wqMfL5ZBvUoS9F zfB1erLS1-uix5*vC#l`Lluz**GpRN5qm8sQH*Yg6QX7r2cJ1ZdOW&g_w>v?iD`}R| zh%sQ)ILD-Y{r05(S)V;z$;;Y0C=o+d4kEGVfaKLU#|pQMHW}k_Hq8&Y0bJ2VMFvB0 zAjpJ1zq-Z@9>`t-oz?ZI77y|Ct=C27S6IU8&*O$D^Nsi8 zO#Gjv6fq8)fyqBgFE%K1tZXlWi3)?%r4mKuhbb;+;AzQ){N9Mk>0tN&b#5NoGV>x; z?_7ho*O6NWEsq(p9j&-{t#Y-GXowoJrl98Ny%kfW%3Y(aDb42rx;2W5lz2;&u$ZA#-e4JzL<9usF)0D{|Il~VRXAaCt zig{u5GWP3JmcaD&BO(>s!XAsvwV+_s$QT&Ma$<^EPmX8rxEkP6o-GN=F)X!{4W?U1(k?gKSu~xWZ4)K>vfK!;^ztlNDC zrF1VVb3jx0zKJ^n3)_7)598AgTnq(8%Aeh+6gkyM(jWl!Gnx9XYYX!eFZfFQ57(3P z=SA{xZ?+tQJ&M2GOxqnBlR4DfM!Kn&hR(Nyr#%Wy$A{ymU>J=YlU8jU{3-IlR{f07 z1EFc=N6*%cBPf$!l6mJF$CQ%mab`68sR@*%86E{j%ud<8AB5SLvkrHpk28DOHM&wp zZOO`vHE`Zl{B+Tc!baE&?4Brx%Q2`&#)ABJ6;rnL93)z+ zZ?v?MK7Uuf+``)rhZ zLO2e{r^bPQNjRwWN!Z2R=9Nt{e(J{{0E-=9WK4kAshE9sm6>i-oo(2u>U|rU+^6M4 z7W_=5p`Lo1c6kkHE&I-zY3rv_Uq2)IrT(V$#y4^8tnKR3Za`I!)0%etg|7Be2Zvc( zSEEh4Ioo@iFYH0C(p=sFvVtaIgJnWji}spjTgR`RwMTmmY-2{vsUKtMsYUqI{yH7d zMi)13BS}ZlV40jPjZJXgEn7TAy~MU1B>|UMG2N=Y1`@z&9y#xJ8&l5ehVwn7$&3A< zHNv?w)S0M=h+8ct%$aD`^WEL|HR(hoX8nG>M1l6;cV)Nzn5%k>-hDIOygV<;DWiHx ztTV$&J{{1a-9hf2l{1Rywf3+Sw#K4p*>RssAnqa!bc<@HUO zr{+yoytUsc3Iy;10Ai0SVtjMpi!Z^N=CfTLQGA4>PlA39T5af6>TxxvP z7YjQZ1!8kvgOL+)C3s%;c`wYlkh*9Nj}y)>XQ%9lKmU9A^FBw5@vSJT3x~<8m{S(4rM`VQr zq+7DmjdCUxRm7Hu%Z>%Uq(OMZFWA^91lC(=#4ZkF{f=}$@lcAUtHbP4{M#i|(j)8I zvBk?7_MW*_;#eJ9uF804@AbNn2J!jDkX;i?$HHSjt5-UN#gpfL?6EM6#ZxThYHgz+ zxf|cPa_{#`EjbTAjQVWdSUuPRF9nPNW)g=35^%)U3dX;VPjg`ayWq}S&=~ZkgNuX2 z*A{0F_*V|lThGV;%BB1U16qn07dnPETZ<{&-9~1lx@7U#Eo&SAx z=KJdW1#njOUr}~ZbkTJ|n^;4U*8J;*s#z3GTf9>X>-Umhyi*OM7S!OhwZS%V z@5pTuMP38zw5k|d3qUwi3p7Vg?p@1+u~(@SAzYxJfoY;|6s<=15;4MeeXEc}aE=!9 zkZh`u%4C?ZM`>io@?gxrOz{`!RlZD zWX02J?NsI&RCEw}-xXCGUG>bDD`+xv z95t9YwrMrB1lw=2&>uWY5Ciejx_M&?UWHy0H|OVbmsM=vx7Y9189lboy)2XQKblYU z7*TiZy}Xm#Ak*)F;Y}jR_}CuD9@8B-a zFJI1TYA!OEt&8G+YULxcOGVO({&5WnZhHNF7x=3R$|z<3cl9ah+f~IZ@368Jb zwFsp-86OMLKpO&UgiHuECO#DFP5?RE2wB4)bh5f%LlJi467UEBvLFs(1Csrl9`AxW?(P$i*EEuLQ=b3CO1n3X>OM_|i z`cZ$t>LekGuhj<8SrNj!x*z%=UNElePGuR@R8-tw6RB|W@O!X`M{z}Ny&~>xHbiX9Q>2KvPP7C-N zN0A)3h-+t6Swk(`h;l+7DZRilGkHD?lfeVxayc+QMkuRAAr?2psC1;B0c2k=;X7$1 zoSh7?m*f(|J)MZFZAlA5&`J%qV_I&E4fk>TA+L)|ls$bzj&V5`&;y6kwdBZjn(}0V z2%`VsbkS!3Wrrac;tj&Y#x^uhgrrKSGe7Gp1rpTUtO!#ac1#!Ih_M9>D~E7Q)kR2s zrcG1)LWLf3hO3?elQqkf_b|azq44rjL|zHxu*8(Rj#zETAu5*S;J*^Z0H@9&8O<~O zt8kne`Ke}<3s>NCc=?#wTMCzwbDxn09t-SP02N^(MGtQ2UmK8TWT7-$e~?2vTDvbM z&`(^i>I~t-tX@vx*JNALgt?t1CK1dlFWm0*l)tl82~jwfx_Z?IW0ZR`pkRJ_CZWt+ z?~8=*51&3gp}SD>`REtbtf!;wTsiGThQ~q@N)hvz8r)X~?!B?D6Meq8D!^h!EfnDLE=As$GWtFkcv7!cfX^&I7+0Af(4G^^OA4qLQmkq*V%%XH+QjEc z*+iOI(r*>D*iGyyACGhl-GFVTrP6LCt@tQdRyqgWJ#cyUX z-Yc#ns1fj4|E^>x*OGrkg`-;?!x7$p%*&^wd{4KUfT%1?euAMc@sZ-)MVLLg^u1%1 zU%!6mo+$`=S?K+vTLAt;g;`C{;d|F({4m42?myEzRiExlRd%HvmEbF_cOnUBj-~7A zd?ARJ2zTP(JM2_3JvyT<2uN7Vd742&QByc_DvM$^d$ki3Ph01DNlo=12ScR<`nYJ7 zw(!u<3|JCN9&4dNXLX!XuP;KT@8agCkiUnP9!DX|`NQsQv#b5BV(w9~m%?}FL+jiW z8O=_Y)3hw^o;G@lQ#;=$0-K#MuMMD&tkb_lcsEIg`3P zIresJ@=P#e`#&vESI{;7k`Z8_Avr&Gkebp_OB$OT{ENCAt4+fhbk5|V9l9)pv*)t^ z&QfhlKGfxWivjTeHLiG8R}P~5tANSRR+>^CT~Y zp}zfv364XZrTiei1hOFY-UuBT{wk z9op7nnp8ewSHAga8Lr70tWET|gNaL=t-Aca*K?%Bk}PtighF zVzn`Mllu0*vO-=1D0F!E#0*-pHFvOoW#DqR-+Ma=)tdhUO$!M9RnlWO8V?1qiA@j1tGM8`I z3OJVsasr0HTtG7;~}Z&%p{ZXAyoX@ITtf^Lyd<)RK_@xGG(iSlhd$@I5(9|>mn?%D>T(76eh1mv&mpwktC>sNNeCxZ zMfhly7Q}kl#*9Rxk6VcMr~)KXvscmZ%wk{|o`pkE)% z;`@m}Vuhg;-~d7c1;PDwQ?P#AwKi$s&zlo0;48fLrnKCavY?G1>WI@6t0RJoV0RY; z8nJ39Vr~s}Kl^57G(rTV3tJH^H&zwZ!%pwA)5jcm7a63=CCeV9Wix-q5<1WVZ`2Gk zq2cxl_c7m7L}Q#m69@G33KQ+uo8h$!OWtYWP~sk_NUpNHQ6r_Hm}-_?yH`vxxhv*`e|t(>{Rx;@t^l zA%3R~)9i}2yGXitDIn%X6 z+8gwPfgxy_REVbAFkP_3`*ACaKXD`XxPrTJ*`EHzYAJo0gT)+uu#r(PMGTpCKZ!2V$Im=mPoXx-7KBYX|&=LUTA828vw*Y<-jXNf$en_4e*wc;z8|% zWJROI)sQRl4SB_43hAX;)gX|6LfJeRsVqJ{H2aQ(&=9ts1|hXj^9r(caz=f^=#-(g z-mU}*zRxe_D#-POdnv@J0^!@qeJJX{LMX*vH|bXbLns|a_G1xEbB+nY_*X-T5pqaZ z;R^v`-W(Giu{IZjD7l0%E+JXI(B;mWYHZr$zb8G@o+QCW3(r7ha@h*caN9g1X!neO zJ)@R;MxOruJpB%yQ7d~!t<5v0JtFy;5Zc~lXo3iXzVFC)c>_sLA1Mf2ie?&FZTa=dP%s3133C@MagWe_w>qoZg`f4X z-tkEiQp4X{2U7kl?j6HC8A6H(+SS9i48)K98lt&O90mnpq}-?p>8tE9CG?}#Ixca% zr$Tbkgu7+P^3Ps@`M;QhS$2R~o)(03E=fg;_yhA$#ay=3F3RhyPvyXf+~e_Ps^SJS zD9<{y*S*){4SjvYG4w}Nbps>vwCQnARoU5Rsx(!%=*N@Q_HKE)QR-Y#pmRPzTY3Cw zKIR~YhZ{g_JMgZ?7vmU7L`=AYaz<)zBcY0A z7=QkHa^5Wd-gOwLHzqXcygOwDf>g4%6!TIEei`a1DddLs;_nl@i62kBjzl)nAk(Df zFzIfgF>uPoyxEGs@XCnRXplRw;)_Eh3CXM{W~;i5u7W1=dauahb2o+h;m4oj-@$*aRD-(<$(7v0q3cfW z9u?ZEDY=Gq1=py+HLNSUMtzQJ@KMif&uG9i8nZoPxa=7cg6Yat^(%SCHTl9X?*oIm z3sl$zDkE~sui6DvtG7@u-vv&UU10HxxqzhWGIxRCT3sM`5f_L$xu(iTsP9%Wh=H!jHoP(o$|2Nz2IZyXo zwDNlysVbvrEp7<|RF$Y&;t7$%yBRRZVX=rRI_#DJ%AerT; zYe&roc`bqlkv!(AD|jDp8BdsoX)*;au{6xUv9yFY4F|#92SyBlN3f^jGGj-OZ(Ugn zX{Lt2*e$em9n*H9$araAW1gh6fyrWQ;{e4|4G=UrSmwoa%uy^;0_;-Ox!5*>k!hJ^4S* zSn-kNEQrV2S%eI^hw&pu12W(>(K$mdmCnN^Qcu>}baQ|O33xM`D~n^#sP(^nMBc_F z+JM9TmDZiuCb2Trt$O44y$%JsGxwR}^a|QWOam1tyeW&{_qtH^@urNm(z??uk>rL; zp?%NXGVSkNCc8tKD9dlxd+-Ep*qXpbmySCO59z8gD&~RLC{IO9%T9sx9y@`Tw!48` zhy_hjRS|DHS9zlu9u$)Q$M2s%s~O7p@i=7Xakb{I}bq78Ukj~i3IuSDo6!qLQU07Z( zwKk5j5FJ);o^c6JAN_!F31pb}x5$I;BA4)tf;C)1(w=uf^?>^l-t@*%79X&s5o43; z`99ttwx6A`G-m$&wnni8dwwkw!f0>jMlsAY7N6#>XcXh7fkmoe8pU|tC~(=;!5EoC z`6@0Ng=-o-wTtn*UED)^=N|K0w2W}N%?N(cE(VPeav}>@AFB6g1A%e2Q&whtk=L!{ zZ6^wE3zeM``-KX_5qVn)N#W$2Pc_bqle&DC@1k=g6pNdCxp}bCBW{u9YZUVvsIFTg zOP~1TGnPJT>AfF3!=Njyz2oP5dD~mI*hVZR3CLwJzy*_lys18v8}EG$Ibir>Ehc?2 zCo%B-CqH@G(!G2x1Ky^z+U0>t%VHr!B9E|8(Y5%;zou%scO$^+aJ()8G=!=b;5!RD zCiC&qnb=}r1nm~`7YW6T1Y9KdS@ooygDa=V^+>a<1lP7C#So;q#m z6Z9PkoRq8i!;DIJWNHn56^gw=g}%N~uR%Ndsz_b`diUWX!;epLpfj;nN$t>)(mz{CfBJrtt1WQC5|RY(sj*X zm-6_&>n0gR(Whq)oHmPXlM-&5H0g!ub?Chl2Un*KBn@@l0pfD0D>nimvK6ZO=&W3n zGBKH47xDrjOzNtK0RX=KDSS^T@;Exd8&mzaM(8IFf9kZQyYpWLOn;dh4P4+b(R@SU z+&X+fz=p$oQ(r_9l9PxSG~1=mJ&>2OsC|!_X4nZ9DTx@yo0%X6HGT9`SF7n7DUKt6 zoqCh@B2^K}+Mbb0sCqEA_b4`~r>;AY#^4HJ%chHnH-z|)JDcqPHdcc&*US9U!6IUzMD8Y3&2eV(@;f-w#2l%_2xw+syXRrPq zE2I!$Rny0E_tOvm__W!XtxR!XN;Ji+OG z?{($$9-5ur**v{kZk%gM=foA$u?FRe)P6~cO+0kP#Pl&^z#^@VDIB~?3Xfksg=1HE z)B*)-g~y!`e^k721Ue$wRJgpEzl9XL?zgX zkp#Gr!vjcaqYAYK03)t^H=SuOps>zj;U8&S^@wtouiS2*~zC#3Gd{q zfFLQ_+o-$@b7K#QI{HTJsW9gKg+(X5RMJZ&iMbETDFHsUTL@|v>OIfrTgY+{`&M2K z^bWC2L~Bm7AP-06GVSu|n8EQ-hvE>yJJ!|I%q#H+czP9Tnr1pf_Ha6{siu;?oE2S5 zHSa(wG@azgTL!4af+^U|!|IyGKigTA1eal!wrN-XSn+D3g#l#Lc7#FeO3Mr2W?jSRc(U@={FSFF@ zPrAsVh-E9J2ntt4nD9rcqG$dgH*iC_syj=2FkSKCd&<+7FJHcC6R7^=pd3$oZ;foG zMteKS92izq>$fN`zN&Vzet&L#Obdc7@q=XkeqQ!0VtHk9ozBMXWE4L%K^ei2Z3;ee@ci(y3;1_cKUb|ccNIiWuO z+_RQmtj|C9tby26Rj)q$TwZ-a;)bp1s3bTT0T;M82}t_|eab1>s#u>Z*1k1z2pdmT z>*rPLYilh|dS{h4Xw_)7Riibo(ZE%9Xaoa_8Vw-p+71CvzaqpwYE9p8&J z+r2c6vazw9r9r2h1+#L7$IHMylfk%^LEGf6mva}J+?Cy}VlwCFJ`{;oH%1F=p7|2U zr$g2IMb+abSxShg|63l&c0e!Day_GJG3#Y2AoX+kqAxTzVtj%ufwfT8lZvYGMBT%- zGrN*Yu0+)EHIh!T%bufbeWdtym9`M_T79trd4pt-@Gb3>!Jfi{2uXZAN~Z_DPe_=jZbsjtuivN_mL z*As$P#oO>PrjJ|oIKE6c>jpvvfNq2{)Ed$|&N z4QaHhm`dnRYr2x9e$qxV#)dN|OKd&6uwJErfODq|I$B0SNz7T8HnYO}&U%4aBpnfaN<_o{gY@kd}WS(7*&4$@*Dq%L#c&nDo z=Ap1&alfjP*}!%x#!|@?k>(LuHj>9is&+Dx1nxfd+5)0SXJ)#WQPLI;#`$!OXDk4SXiG%{08CpHV}j2$=7$P+!x%8& z2B5*cxvmMG5qjpV$=F{-GT7#CHz$-eu!ifUhybxZpUUQC{?FgRsI=xyQwOpn%wxZs z%cc(K%Z*KGMB*R_Zq&OzdFb!ACDrD(MCz~qm!yG;5B2a$OTO^u@Qn2a3n77ahISO` zoqyi5QD6Sy_dbk8ow7Gz%B(*bj3o^XkanHvmM12H#BOe<&Op_OduzW`Ro(jssTji< zVSUIxGqoZ0nwGMQMPkbQ1y zL(@|E)gk-s_~-6a;?F(fsiWj=500lnv-(cnr9=Tum^=Nq{kOq*+Pra>a+=Q6BsSW$ ztKu=dZ7TJCo8o)?@wAfL^zuJgHt!>!vq!8u;`M?ZpvM$99LDGdcYnp6!c%kM$Gpb8Qz^byHdAl!C-8wD%&c^%dax! zHZ4_U6Nqu#&A;FrP&VbHa(1PD(^ADFtHu<*^NqCpt_|6@ za+KX1-=QjZ45W7R^5q@${988@ee0DIr&FBf#225uVIp-7q;-vt|2b{w;cTTPD4HOR zR9#tvKlh_gFWc4}oNAu?#O2G4ZAy-(vibADZOxvk=H-cr ziF1t|&HFCf=7)c@wl%9$&G$|`GI8!5NBkYle-q}H6}!N6{tJ6Yb8y!rk)B`lcQpHV zG5`662Jcua*$k%41tpvPQ+yw;4^GkJN;X$aO-@dxvU&K_k$3FawR`XI@0 zo9W(L95YGQVr(tJmaN~3sA3h+oD|CAkOq#bQjm-Sp?Ii=mADvE?B}n+5zySxgI4JT zrFE~i;UCqpv`#h+Gd-;8^q{~Ok>PO*k7Ue=fQ*?mgh>N8(p^=41iekT)WXPV-X5wb z{~ZM(M+6M!m4A?izmJJSs4H(mMne7b!Hv4--n4EU7z*Pm)X!OOVn2R(+eVaqOQtV; z`?!_eAZUE3>gS)b^z+}rSY)joz@!Q7X=iPqAoVAP?xB zUn2UDAfa;t<{7T#bQrcF!gtI*DuudfheF$&gq0U?KDLHsm7t_BOmkMhcz-3Mh|l4S zg0fXcdtk>bK6+>5dA!4B+)~Ur0j5TnKq$e)5}4S%W3v7r@kgX-yrDahDnpKBDCSdDCVEcqv9k8~A^SS2eHlwW* zlp__nvWIH|^hmUTH;mKX<@N?Xgk8iE25Z?9SJ7zVWxOfxkl=8%$pUius7q|asNB#QSqk5zSybJC_>(4q%uOFj))uf#R7$w6w9i_#!z z#4@H828jV$l+^P>`G8O32?+$A7pBgMlWumy z9(F@PxFm)dBo!5@fbb3xEow=?nRXkyph(fj)ICA`Sa;rGG)5!Zvo(r1Xsdn8ZQw2& zBaC1fVJ#6?b;pl&W7hAo9F5Jvg9$XSV!Ya{N{mZH@ZX61x6U{n_RN}<(+DU)aR_6= zC>zIkFe{Yg85EE8yvaRPew za`6Ng&o!DM1WCC&?3~cy4haby71X$u2Mi8(@_ZKQU8%Y8AtMp^F|Cw?6Kz7UnxLKd zsXDu9{Q1{%kPQ7DM%U2BhL42;I>-aB$w47!tTt50T@Ztz_#yO?X$?WU)bJLUhJZ!X zpvd9S&&ff#0zxGCa3fRxuSywXs?UAd<>IFt(kOT76&nksn%ZRK(Umo6Vx$|IQMssik(=smX3$Nmh^Co)vpO~g&H z5&gkA6tNgYRI<7Oss?;a=I}8IqKxabthkptKu?MIC(swWR7v`%fuVDow;_^pmFiRT z-bqtEil?r(G=KEOcZ>^>;7^?}QC_Pd5!sW$3Rd{p7S3=wf40);*-HLw*g?a<%R_+l z-fur+#ZSMH&eK#)h;H(mOFXVu|iygQ^<56fT4`wA=+J zxsCR{YTT)NIrgdO*Sq;J^iN;K;5Uo+P)jef?^;rdi?>}}=i-!=3tfb)Ut}J;?dp#m zZ#`D(t-%ryao5OXWvXk08ADB#E#~v0Rw+-lmC`qi3shrvE~#MpY2OsiRSsqwm}e#= z8{>?~B_VaU=qRbe$bgx! zuva@Haz$%0OQV04aDz#OL8TtFH@E|Y#Kl6sIUva~mXo3DX=s4w7V#UnJe{I>dq8S+ z+|;>uE!i4o4T_(A8myUCkVMolw@@Ny{=?Z7hAkd_Dje~U3;l9GVTF7^ER-AH_nKlW zj+7u3O>@x?5_S`2=DBFdQsxvtadJD8#FI7S{Ck*+_0R&EnK6S%Oy-`q5K_u$dq?r^Id7AlYg@dm+7_K_+v=DYt% zKha{@jt?#k%bDTu``LaI^3aOD*YvtHTD+O}o7O^t6eA}0(u%2I2;zj^`!+CzJ^GA= z&GSxrD&y#U zAaz)4kfX*i-~gANTBw)zf9vPK>ss-#-%VU(laTKo&?o&*`R}7q4dPl-`-MQR;iGFefL(Gq1RiVR6cRIu(Y?q6^)N)XIk4x_jC)@qU}{Fa4K6QlZ@+t=p&iugod6d4pQtwNV<#vWtmYN)ra zlSm`A$I&Q+99^rM{9`=fo666drT|G#YNxmtkMTc1&8~^`yHGS>94g{_Q8@Nz0kZd@>?0V^`TZu zqmd1;qreR6Bc&I(MGc_W7^WKvzvwYPr}WtU<)7 z4)Zo`jS`6f59DJbvW9t?NL=o#T;2)8(lq=~LpEBWaen(*TiXz9QQ$TH^rzhY=Sam! zJKE;SMKF+MSr$LOIQ2+4mf|UB=owDCC`K;r&a(Jx^n0E(!{LeXP z8;K&2`fmKCMU=FyZ9>7(^&@t1-5n*C0Z7W3D}si^rX7E%_5FgFb>XC4x?nA}))K29 zDPRwBhkEm%R9#G+`ex8Cf-13>o}HG6t+n+2{ol0WODQ(vY}%>S5Al`w^PFx?3w@L? z5o&wY7*OE)gt_a{S1TV|(Y+6*eMq19SZ|J>{||J!<`2ph_~*v>PdT-!7W#B4wc(6X zJ6}$1FjJJ&F#cIqN@@`QEXk7!xH&kfr+^nG`+52lc-8_X*^q*WF8i~lWHa&iVUXil zde29==qU95kCX~c2ul6XM_SoboXw*jDP^-iQ#}tNM+*NeF6FZy|19Es;-FfK-%kP+ zaeix@U$>m!2w4=ZEJk`5@xrG+lGn{J2;0uL_1p?q9AM9@Rk_=^s*1pg@B|(3Lom`d@e!s`>j!hWX$a=<^Q?(+68cIzRU=42I!=o_v7sLM`lhV9s5(-v2<$><>NAZuTxN&N41e z_3Fj3I~3={1Fbxsp7VAzmIvA#WAdXNO1tNytsL%ey8#1^r+5aABQ>j)O^dT><=I46 zY|ZMcEo2kNGelmzhlr zhe0!D=Ueh@1Oqf}Q7aMu(d+m;T*U8wUC3$5oI=8+NgE?UrdOCWB`4;asf|k&FXMmu zO@7YFpL2-fVRNye;*=hc%Dd(VUL?ErtW;)a*XHb&-X4Gd_57&wA|-X^meej~+`Cf7 zy|xFOm-c`xJs__1fXL^Sc@1+Z_4N#k`W2eYp5=J5&2-+C98Z?fT1Ak}Y=d0A>ho7C z`x*^mn}x${gUDHB@Y>37#m3{cl|gb!*VcIK7im0pDO+Bt@z_@?U-^M+_Ym6qYpV)2 z2<6(Lb;O&Q;%P0UoUzAAM_W`pngB=1o&+Z9I*EORuPK>OeYAPd{N{`+J@~GWnb9qCm|fRQIjUDjnzwzU}$` zjJ+-u1IYsVg)b;EfI~u0`?%%7XB~6Lk;&hrulT(Zs(Jb}QrA-3YMwsho4Zb1`i#%F z=&BZKp02D<7YyKV@6`7%T6&S5_?L@D&}{l&E?W9JeYm)ANXWOtJ}7!VB2_7gO_hj zDwGf9ZDsB!=f z;vlQu&WEt73puZl;h~;RnNHU9apujs=if4RG7r2e!xS3N98scY#f#<^52hH&3v^8`KKy& zRbcYpkHF+RB8Toz0KfLO0vSu1SzHV|)LptuKmLP@`6iR@(lf<3JE7U6qry8>|7IY9 zDZ8nCJ3ehi(A?JBHep#)Y}`4jtLbdL9U^RZQ1o(XPfsm;g9wymBwdIh!cBPcrJ_63 zyv-!HM}>87$0xE^+Z&jKP6f@|w~gOU5h}gg+TJ6}@1b~O9t%U&$I)V-Tc-h>w_7c2 zx2itUB&^Y=Rb!-?Nu#0Of98@!V=aH`!+w}P_v4FJ{FyE*{Cp&B-Z`B1nf!8lJ4PSE zLx7V|fHuKZ@E0KmGGwSbLy=MswX=S}kYa8~-2xy}a}~#TJ6YIb(NG4YWq}rOZ3>Ux4ix4*p?=UxRRhNYW+@C*2-t zUg@H+Ee`(UBt^l}sOQb^2qc!CHB*5+2pix?lM;YE`YVZa=ZJRwt0J8eKA zm(PbeT9DKLGrdn3K695z13e-Q#PL2cF~(8SChn8d4m4xtK`a_aHTchA&Iy@;IZ8k ziX!hGk!SKOx}2+)l*Vb9aXLjRazq}NM2~7u*!=nn(nu3r@Gga5cQf=KhwUu>&`Q{i zct7+7nZ;jOiAmXV8_!VXxq6Cg)*h4-f-oM8W5(2zF%UM9zTkeBw}S9(_*w!aS%^WgJJT!woJ|xV*3362+=#2I9 z@LLvLIBsWpcm9JIkp~?HQqFc+XAba2^K zWse2c+-5S&^|*& zemf~)fN2`gVCp>>hDlT?VBtX1I7M|aAu}VpF{_ehoI)AHRFbmLtfmC#YEtkjYl8AL z?PGQHCw04PyBsIs>s1+{SOtk*5Q}(1qs}6Zcv4A?<4+=vMj?#Rk~W&E@-);{6&#{O zSfOrAMV3;ygG13Aio!-Dk9rO&3$Xw;@u^xVDeVCQyPXg)gvv|}J%i*SHRUi1QsEfR z;?MoMA*vqcMqr3{S*Q(@sv5FFn0zrx43RG{>gGPMziKABh$Q@X8I-IK=XF7uBHlwy0n;N7>7z7HC;OFScbf-F(kFf*Crxw#D4z=!iI(Vaa7soP zQlrtNoiP#<5Jr@f8j*PnV7$BvwUd+^MqRqIpglgGt}*&yHZk)DDHa*aQI~$poO)Kni^b$%8iJ=|~_D z|H0;izxej)6FV;*JZWtsx*@3p#JGc4N!;SB0;dKhTVkOSzYc60^A*XA*d}dwzj&Qx z5u8Vi{kp|cuCF&&oUzwiR*1db=3k$C@)wUkI`QmvTb12B{@lgK|9tX^$^F}RrY_?B z-B!H6+lu#h%klor{qH~ZK9E^7|Ly)Sf9OYt9zFA4c7lFk#V+&#`O|jmX}gUrz%H=` z*d?|AyI>2jnJr+aa+>e@?q5Iqo^O5O{|RI5jQ~vK|!aQn_qd|1Mp1Jm$ zm&ML&FV{7{wE4|9&6lqcsox;K$$m z>Bl~D>i7OVYF*jQ{l7T)rIY6lPQGQ^PG!FftXMrvFk;AuUnDw?#TCbRszw2Dhx_sG zL;b1Gvk3k6O&P}62Crv$7LyDFA65%085A@yE61H}R4R>5(gPc=Z0 zPSmrs@;uX>Mp~{0-Vld$^ZD4WzbSW4CJU6CRCrbIKn0hTfP50^#m?O#0O{7z@Gi3T zo1-p}=<11Wn^bLc+J_YqNo4f$-7)V6)|d|%>j6O`fvPtb>{UHD){DPKYlHY`ir%a8>+s!S<45BE4~9z$3IRe`8y9o&>)Wp03jjsm*ViV760q8C10c>br$GFUE$O2QoR9}O+U{SND}T83vK-yP?jO->PdTret3 zx*-Z%WrD^n0Yn8}@)57|OKLCrlA2LA8%EVEVk%Pw9rkrZ^g>k=v4TrK|JutHGp9y4 ztjM8F7YRbOvLQy~qLxh5i3V5N3ha?A0+GubdB+>sj|7nBVyX4*2INiaX#%j+dQK9NOvih!tuVor3L{h{{`}f2mBnFT zgu`s;jz0d$=U5|!+0c6KpYP^a+hcD`CVau>l<)wOZ^+l7f zhI;p>pUbsluc6cz@>1(FpES?u$3K;Sn)%e6Ysy7dpmyA<915Rv!%#SU%ATag%%f-L_2f5dn-DHDfI5@hOXdo{_EtiUz`j*yP= zW~&Xr4Hnu&Ac6sCpL_;1+)OfkZKAoS)0ekTP8MMPk;JJ zE1p=uJ373X%q!SGe1%Eg<>X072Op=n1CU$N3hiiBRfU<)D6_pdHl@7?!=S&6vrlf>uyon<(m|o5y}%H_43@<{m}Ym`FOC+?_Z&8eGFZpJ}8jyH0Bub zBXn(_XfMmOxD?uljU|o?6(2|`$8C*-eZ8Oy)kr(^T?3;!%oJy*PZ0 zaG(UC_Tmcp;Y_K%NnI4=cf&c=SU-6GsE$)&v}?qF)y+g;HBe>8A6~Djsuo`y;W4rw z{7Tq6uWDyApSsotNZ(*YI;FXEEoUxwGG@0>w1LDgtSNen2SWe&!|MqoL6Uu}4uQDn zSN=g-`+Ze|taw#bi?4vhDEB{M_T*7o@uBs_2r$UK_aX?r{p2Z&rda5`72o+63g8w^ z!QLL7c897OA6_3)apUQPj`*2OX#Y>1GB}*seIyv1Oq=+bQkD2;Bz|>RVB>AaYGuV| zMt~0&S^V|4a8vlj@jg5Ggu*&`Jxh3M=PU;LsHks-R<9C&P%rj57hh6C6`2GMn(B^3C?V&vC;c zb>txRrU6|`*5&BCl^8-BSpt5(31x!x^u)V<25t3*V#EyK-m%n(nWPo{4g}q^ zMVZjjA(5Zlgaoi9x*ms3NS|x^@vr1n>@szk&l}4=*o{bYmr3o2%Ff|HEr%j)QZfq- zp2{6lo_^F?r-JxhurlvEv%(1i!6t&z?Uh6 zX@^7`VOAVrxrtBumX7k#okZLx`Pw0MOCM(@J`s$8gRk`@L-qVDq_Q!MBMCHuOHlqHl7e{NGy}8L#YBmsX_=~T{nG?Uu*2g8)e)wm7@;cs2IbzS+OF=Qux->T> z91D$AXWW$B13nXfaDbIqX|2=GGkZ(FgB6cYiG0c7kta?FmTpDdB!JrS-z|V-#VVuV zOSBl}M`;n@hqy;mlUy~H2KvH3%~Qt+U8Ry^!39NgD?!jS;!WX1R!IqW9L*b{2o`O=%Ug(RBkLbTP+z zOkMBrEnG0Ept%f9Kd{4*qGtR@T}XG@=7R3AJC`&Fi*!KxO-;~{#?Vvvcds4)s7l5o z;R8B3#P(GoLW<|>@w;DTUgYwNQzQDl`ij-#Fw^K>J2g$<5y>WaSn|fwL+0;csXVZE z)e%NJfB{)%2?pk~5_?|`?S)+j5fzywebkUq3QB-L@$=LGn=HtX$XYc|UvM{O(1tzk zg4*wdJ1FlYC?9Qw5uRjF4l?ME>|;#gFyv2?hSjv){LmARocqz!KlsUYg!$WRH@|W0 zJs&vsgLm!z;C5^ZA;FmZS1`^?5tHCqQeYgBX9>EcRW>5e8Su}vL3KT3s296vUUf$D ziE~m@U91f-ZDY@ippf$ok_l|n@v-Yv7YU*weDUK=Rnd#Hq^cc8{K@U;#})(fcMFjv zI$08`DwKnXOA+6xs|$e0O_H42|bw)&Nb|GJhW zxN4<6Ivz_F;Ior9RB~Wb5~-xQV5)i9+R=Q+J13{6_Z^uK+mcslE9oTy)=2eaIATiG zt9GVIbNfz}v~JwGqdAd(*}fx9H~;|y;6gs{euceCEl|n-eL&myswh*9P3bGOvt=w* zsJvIKCV5abD4o^d|45o*t4b&x^5aycO|h%(9UDdolGBU9z8C3{DqTpz7xtD+^=M1I z5)AruG)DX%e5y{+EyK4*5^O#PD9KPCdhd5FJx^bJ-*=6m6#vBLG&6#LE!|_lHEd#w zOq@ijr_IQa#7-J)WS@-eUD3!PBfDRYiF?_^{q`!=$W82J%HNbOAQLZyiTh#VUbT=+ z>|U#hNm+!nWsqLt)vVC!U?*2wYQY$j$!Z5GanOX2+ldhqKvy2gg$fcM?#{w!72cPs zFpp{wCM0(nss{cvfHPU`Y*&@|TSLV?5VNPP1QCKo$~WY-1t+6N*c}6oj8dWI^ElgO z<~I6>#EfZ>M$bO(4o^!6{3u_$>(c5d_sPd3|8`U+A}n|3G2#4Teca6`_~^Se)3bU- z&noBksvZ*;x_sQ=49TOisou4m#}(gnEYmhd{(#Q%9er44@xC`=5LkqP>pEKONsB1A z7pd!t&$K^v)^yHir0V93@3zx`#sYU8%Y8V5@*E1~5rl_>sL)U#mqqMarLkrnbD$UF z4aS&4%?8BLs={V1r7Sond(B8mB?~%~tjc(-YcRo}d`PBLm`CIq=3i4rS{i00nhnGb z|Mk;mY6E%s^ToG$YCu2qz*B{Y*Kn5f6?Vl)b5}~k{oBY25vDTd+}s)j#R6S5AM7mQ zCN5Y|KFAVJ^(mKII!Vw&_&Xt2Se#a=rTbTG>D@NztG>jR?(%UEswIi-RjQV^bU#zo zO=(Ciy$h8VuO>x;E^6uCwYPL%b)#~-kzV3+OFwyL1}*(GtV%82qGq7a8OS+gaN_vK zuO}%up6*nLN5WEJ-XGAc9Fr6LjUVm8fQIcMv^nHxR$K8$SXgq^Sp31)w%&kCM{EE+ z?^}=)q74^(oGY!yH4&mois5YMGm}h};a`!@3?yhILnsYQDL@1>iILhRcC`TOgrJR0 zE$7u)P$HutejFLT7=vfQW%LbetUeT0MMK1*_|NeJQ4zv+Y~k3BEroDwT()V3|0rnF zBBw-~*44&3)kmyp=BFO0L+L%=EK%6>)aDV~EWXek_0+m)C3R~=2UnyI_5+Y7f#}S| zGFD!N9!!=hK;{+Dksiz@dNA369&8pB(Jx02<}f{&U2Fz+q6d?p2Yas#3^!(uo#?@2 zK@TRQE|`MUcnS8F8@5j6`9YZ*s19SgBrO&HX&)Lhg!$0Ams(58Y)rE((ZLKo1tU{r zFn&vzO<3R@lF0GFQXhY+E9dzGzZ;!Ty8u@}sJ}yYe+tze%xMm2F~)jddA_4IU+Joq zIHnr<-%uQve~Q5n*DCGLOSDT3oJIa>3ff&1wDzI}r9$TA!$=X|wh5$4fVZm30RVXQ z#9{mQ>B5+vn0{pYx&c}Y0sd;XsGv`>T^qJF;D;B|snBcU&%X(BKqWy@p;J;c;OCwE zu3DvC-A(9MznN~UjMZIXd!9rLlzt5bHR>5_P2@t!YPkUQ(aghOUB$THx^#vv`Q=Ne z>5^BzG((r%@}(y%TymJ*Dm0my@JO>TKH7x?R1yEcV^KMx5d3UE>v4D#{FC}OSV)2> z)-2jkmrJdMz`-oFK-cLj4}`uJ_Tk*Ut8I;C}7dMK9AnDEqP~F@{XagEAc8y{qgqSZ2e7ZO>5vXT@&6}H78Cnlh=NNn=N|h zsKV?KS1(sMt6a<}ng2#wgI4^Hi*XEIEt2sKwItmJ%C&1SV0G4uzR>m?I$;tsqcI-| z*u{|U(2#yBX(>8n)W@tf6t(0SaRR1V8Et$2gUn{fIkYr6Dt2Z>{9Zef3ys31c^^3r zMYFg}EZ|buKNX)uWe5e(+KO!%;%_0 zraxTuIf-j|%44@rd2G7XQ1Ax@X&hVgTh>_JmcqFbF>4eQw0EeyFU%^j@s7&X%5FT= zS*0gV5O8o<%cg{2EuTf&l*+q-bqu{O0C_TkW84Z6`WLUc2)E~R&H z2x61V<-Q^1=_4s#d4yiPZz$7Wwc;aPNbV@;;k-e4B)v+857zPAv9vwI`|F(Hef3{q zhAorfQv;OMdY<90=NUddkk{6!0o2xNXBB7i3<UrdaAFJ(I)%YXcK+>!VZO==)eN>RB=#{W2kH`dTC zNPNONo|VIDtbPZzx+zj6YUb%?`#r`ke)AzQh>SnrA z=66!yUX=p(a6bj^A!Z1HdqfvVH&$BFd$x(*t8(;Sv3wzldpeIrye4qN0 zh^6)biWR>TS&RTiQ0w8J|GgFO9x?c3K_Y5e#K&HZuDz~Y{V@6{x*@V=`>M9m3KHsR zb5~UA?%|B%87aDr{C09!dHTXgrix2;Cs$UY<;lW$axlx2i74L*6}`Mmb+=wj+mFMX zzv*GlZwEh~Cg9QJuz7R*H&<|FJ5&`qxQ9E(#cK>M0E-K#4zDqC;YI#@LY+Xg3a}7q zGzQw5bU~CAu=Ww(Dmo-Gu^by;ABfD*;uq(#1#?DXj;2_1~1Up{;zR5Cq;MGro`YgRFT+mr1uu&~Jb#q;#OZ+%dDfvXc%wZc&p3MWGf!K3C63vg zOdopZ-yy?i&BqQIRx*BnqU`wn31@vphVPUheL$nW9WNrY2%;RYS*X$GQ2ldm#z4(4 z;LXRa_)9B0S_Kau5#^*#UooloJbaa;bWwSyoV*fWNbPNDg<@Dyi-64|WnvOi+mU zhyRhYFST3)%+#9AyjS7SLAo5Jym_fRN-0a_uBMQDL&XIEBW^_dQ@6j<ih4vqks8be7tBrcJ5t% z_6pM+;-9^u@b36$uP81ulA+bSYHU!7LMW5)Nb1|Ehx&5Dv_srZrs|Sv@|1&m$7}${ zC3QME^;Bpe^f$6|tm2bX#I$>>O*BRPK%v)(&jAp+C z9eTPTvZc=Fu)`yuqbG=X0w6f;>J0L8dSIwlBe9O_?(Y52^{^9 z%sAH%ONNLWDCr5lj^Am^g+YLXH%8}clQylxX7~*R6_6} zwtaiyFo7YLi50sA)5aW@snqtGNX%iT2~f*C&<9)qN{F(Bs$JCLqN?$HrN;3EIJ=6U z{%!LX+q{K?ie{~r2y;9|N8=B-aQ}43J!$ilhS;7?3AV_DoyDg$p&W?X$Y+ONlCNhR zy@Yh8A++Tw!^}aVTLe1ulz|@9!qgxjsGQ##nsu8)Y-)^y@bGG%WqS=rgWYP?7Nx+g zkzW_jDUIDyjn0k8*!1{oBgRS|_tuAHYLAx3d9N7f+4eyee}njKD3^A*wDQHaDD1i7?;0(fFOyGg&~3sQ~gTD|3;9pQ-aKX zSQajuN}$q3{G(1zJDo81urp+z5zAXba0X?^8JSL63?0U^Z|6VbCC{D^C9A+UL`Tf@_Ra^0a>Dm$#cE*M_A z&(0{`ESFW!ai06^g2{dV6`-CD4e1AMc8dKral#=z%Abiy;$K`&k|L5iqc>?Pv74Ok zpj~pA7uxoeWR%V%V;d(W;*?T1KG5VKL9d8o-efQ*YZ0j74$7O&-!}t76bWGG!VVxO zYB`wZ05_i05E$U{+T^g!0W=iudV;oWXzWJ(+zdJVt48Dr4B^p;JkG1Y6F9Xx>2R#w zAvo>iE{s(Bh;vXMcL;QG(B|m8{RTmlHrRM+82?GF=)3pYE&4NONKV^K(nsrfMjydI zk2@3z_PCS9Q|ncr8u(KuDDiQ}@E%r2#KOo-==SV- zs@QRM&<9jC1#i@VRIizt9~Pb$CkylxLSu3+J9rJ^>b9HK;}zrVDiUy}{Z1ZfJ&d&E zRW8Tcdzg?J2N7cwBnAhmGA?*T?zY(@PD|qvGm<@dHAkb;^hvUw2n;>YyB<32E3X=z)^MKOlwG6x*Vje{N9GPg!jCYf= z69&-dlLi9kNv1reMlaLKHP>(DD)n2*>-WsgyxL&n)YaS96qV}g-8);5xPyi5Fz;h? z=BbS2kD?^GgPEO9l%}AC0YFmx6a- zFppn+uv~k=T!Rq=5BvZp3Y(`JW&%w>ptCRQ|zLs8PdivZ21ujZPzitAx0wl0FZTerb?2X;e%am3ZfB&^K&G^b$17C8F+p{qAo+ zY3ZqNKS?MpYXAXw^xI

-XTd-R3tjFhWA;6dmpB|Bm0L&2MsGL=MXBxmqhCh=3R5 z_%4R;ESDF2XURDqlbBw`Agd#9dwRm)nPN=R0tS(NMnr#w$kT#X5c^ z2>(QbJ|6b5@ULUGIU;9p<&kec`NG`oq|cJ$kK^xsbm^E+Ph6;@75H3)6ZC|iK}yWe z(49~X9HD5mqkcR^p;H%qu9ypcTA8(L9ZDohdt+;Qg^}B2p`W17(8L8~`JheNCBUp<1WwDwHYhMf6ox772 z$Kxk{gG%L=N<}pH_Jd8et0^Z9jF;92RV>3-S~nS5`60PqB)!VZ9eh6mdJaKgnkP&? zHvkvh=xNBuYOd;CZr{%DPJR8z$DXxxCI0w&<>FL0t(o9Y+~^M3w?n9;q9=}I zpHTH408?ylhrok*1d9q(mBJ4C)V!T(FTxIbuNZdFi?9Oqj~kSb6Swh$wvmIM^JRaKNI#|h9iLe(fg zK6nEYwN|kML(`XKkn^Ol?waz=fh-0gXi8K^5+6rs&E!+UjJ5>;WqS^VU`1#i-v9^*(Tcj`I>j?=_ zWP(;>Jh1Q8=PqBqEH-6n*N|a`m(htetxOJm2aX+$z`#gD3b#fsW|>>Pe@3+ z#8(l~QA7-}Mb|fV_*ryz1Qdby-mStHM&Y|lcF)-E#Bc8n$~_{bzq_d-JiS|Fdg^bV zv*OFksk4|C9M6>c91!Ni4}ezSr1o&=60|~SWq!W$OV=UV6Bu7_+Qc~RPU{kLw#VMs-cwWJQ~r~(+eBWVC}&YgQ#2-pIB63iGJ(@@y`KS zr^efx0a4rG_jx?jRFVKfI^D>7q`Jq_h`PWkGf&ZSN(Cy=2S5I-6(58rbgM{3`r+bx zP4()F4?b(^r=l8q_s5Tle`duf zY3Z0-aSQ*jZ)Fmc^~nfxI!cWR8>8t}C!))z>q7d2nx9NnC7;#ncd_ zs)D(>254=7?-(6olV15J)Y|{c-up+%byVk~r|SIdKHWWMG$VVgkwf)CBqL+R0+f+3 zCa4Deup%6b;AA=PvDWpw@mi17qsKx*%P(tP;~78>6QU3~Q4#~b>yAOWRk1QFRn*{3*bx)sj>g=l8wX15^ z-rtv4v$L7lYO@0KlGtRYNlasvH>c%|n}+3g-c@e`vuz^}JlDF9B?o!R3pwvNSnB*IF%HtV*z?zvwnShf>7Qn$g55)RL`ik;DRG86$_VNOi-fq%%~B|Edgh60n5;6$Ke)%YsUljjp;eJ7Z`kSm`6J*P?_mWr)&O;>>q*6K>2 zWfD*b$h%B`in`lh<1>XU@BZGT2|61Xoxj@1)(jUd>Hfew(` zAiMZ_f!|4ZPs@6v9<)esU~t%(Kz-zSuD`6_3F5Jo6as!%$(ME(D{NyYM){So^}rMl<8eY?2A>_ZWs$G5lK)F zsX&qBSM;M-r~cqE2h*u#hszJ|p}g)Qu$l=%6p=b{;Ct;`5mQ}3#OF>N88b?;;coY# z0+ms{&D8QfJMs2r29&r~vj&_CqY6XiuXl8^(ssrL;xk|)V1Q{Le8mBom;w=OR>|l6 zNEMvL=HJM91wv0hQ8k*(Xt7I-aA`|@SmiaE#5O*l3aCXrqTeFF-N~dAlYvAl0EN&5K{o}Q?y8y1+ETKS5z4BN3$(VX0lPVF)aF9$N+XTf=lg7!< zzIF9Rpm4AT#?KBcnSW1q(cpQFlSg0`ZtMA01OTP>_;-tL;lciQ3#=!Nwc-i1*Z#kG z%rzYj&Q9T{54~hmALq5@qxvWgt~Ia{i5{p$2ErWT`$7CZgPRXA&VXWPyF223{LT;x zCnwpvxlB}Vkk;PT1VO#SwnJUp!|4{{1WOo_#@>c z#}-ae$%5+$JCQN9iJ1?@n5to(C0l3@vG#s%fmru{?>XyRPzaXx9^Dutekxt!+YtDG zuJ_r*z><_>b02I%V&hB#77TJafCeUzl{0?9_M*kO@Y2jny$gc18@+992Qq3utr=@m zQz5qZ=b}ZR^JRuh?0^HbcEL^4kwNOFaDj!G0P-mN_U(109s3y%!>8L(-X<=hD?=`8 zw#yy+86h2u6YOm~;$u~uxeSm@3otH`5*i?$of&6IzB{;p{7v(1cmR)I(84=<~@CuN07}V}W2w{r!l9QXF&KlQVcc zcF2YYLy72{L6TP}L~t{1d1qS9NJ9T4v~Gx*BEFEMMp$?;!avP*5!W|_=(WdIV$s@h zBW^-^0m8+BBqn`ckdby8SSn)ncOymshFxs9grE(zOql(nlqQ7^<-WvJz`Yy@a+0H} zh=dqH!ce=rG_eDl7z8do8=3eDI?s2Vr+Xwq7M;hy+U(IyB6iPC^j#RVnV>fbfMUlq6WHulCaRMqZUdN8M)Z0~0U*X?U?O-Ym^u#Ncalrjf$J5TIv7?W zQ%4F^9XDj66Mew#xw%Ok#?{TMBw4P;)3BP5j@Rgwu&>%;`b^FGyKFLktK%cDxxJ7C zD+7Gj^kZLW7)z4?n)j;yz$4aHGsXutIGVeiylN**by!fewVl9G3OpM~ysr%7d@?nC zTZZ$#Q5{$ubyhak69R+f3HwC&73n<-?7s7-o%bpze5#PZ47T!^r?1V5xf(=ytyg&7 z)R=nrwz_WynibP%riQCEQ{U=5Szs|hap*Aa!eSsY24McA?;A-i#qi3OV3HS|aW!68x6M$0o8z%fAv+X{BttTiyDO`a*EsmS8!x7*gePs~xba zR_$sr+7`%OMvHqT8gDWP?@pmDyo2D3tPA8!(J*q9|A`eywNR*mZ?s8T(tH(0MQtB< zh2x;0negljdaOk*Rp@bKmW($CtP*w3#+yqorMXZQ9(mwgCEGgOY&>U8c6mxYl({C# zoIEFGh9ZkbXU)cZg^mh^KHXMmr^a$X71$@+y4ke~?N)C(T212?o+UTX%ppE1_;I{h zHx08Cn{`AI80W&M(qAK3(zg`K?h7=C1fWsNozBZ{pSC2gJDq1CT10Mis{HQnpDvGS zGT7|4=KJI}xux!N#EQyq73XfDE)<}y%s{hhmNW@;2u0st7K#Cp$MCXJJ>fXjJj}=H z6uK9hYO8p>vsQJscMA3MWxVX`kTkM~+OGgaZ~0fiR=c%`8)dCod6l-$4dsMYpf%Iq zz1}wy{ym^y&gn|<$L;zZ0B8|Y&z*&%QmuRT+}CG4xT^B8r`5a1f;R^1O+IF(9&%K* zCYRl0(#n4CRRG$MAj%a)Y+L26y3xCV&`=>5Hge9g&tPDiol9Lj{1N9zJZJIg+} zF71f@$MsuC{wvoLTyMjRL7g*kOY;>G%E~almm)wG`U^j)ys1W1gSd=zP4a$1R#rKQ zEnVdS?nTN@RscYK5Pae@UiQ5vT=ED}+4J>TFMHzU0*K$hwRes+D|SZV>vw*Eh>3Q_ zvok9D!Y{*0k;5KqtqM*Fqp^1~;0Ewt@W@sGVpua3JHv#oifM4z3(RR^9qc>r%_e`6 z8{7=;bvjDj!Xm=Sz7{`;&hnShZ=qLtSSrTmW#ZQr+fx(f>wbLiCr&$X?;|*;t8(&+ zAlW8xw&BrrLzY8D7s3d?!!aet%14zPA#)PSC=Ai?nbZ-|OsBv~V9{)mK(x}{&fyLg69CT;9?bl_I{>^12m(82t@ z$v~DWBi(A)UJ54#G*Xy8Qs*_vB!ov3=sO7v5`UQLL}J1**~l(js-GU zjU}!ZGm|)8i=+T$nuJrzKKb~pXRouLi!F9bgM|WIIYAc&f&8{N}wtNqE6y7qL-8O z7PI&S5z>shm?Gu33U+AoYk5w?U&REB7Yn1(F%MybYhiGi%i-I7WjYlk(R=*0`hpT_ z?we#5{#BWA-v;lssmmDOZhSKc-znL;?v#%^z~OEBZLli`P1>7{kNM`{%0F9I{@s-zuUf z`=;M41wu*I!aKCBVN~UgS5GW|MUXI)(wb?89?U2MjLdo~PXUhUd1lCJxcB=|#ErrU zcB6M(nI(=C9w;H=h0`vakooSBtUj_2y#}k|Oz_ZrU>4=EDc@>;AW^DTw~HqTcOnfa zLQSIWDUZ4v=U8ZdCdFtVu99E?IyRW6!gKDDP-c{5*@GjC$T=f=XhdiIa1Rq&Uc!Ex z^&&2>;pUcx%q@e?!fVeAK(i42 z(0`!;4>|jP#HrO`e1 zU8*k8H(2bcR*qS=;KP`(UI^=-$rOzAmK;E-cJ{$ocoMI|_?=PgHlK?ke-pWG< zTpScI8D$(J&j+=;%)rN>`~&$;I4G9CBXmS$hYRhBOmu^H4XkA34ueRRBz38nXr<1Y zIgq@Da5_YeBZ;AIBIf3GEf!do6|?0`zE-c1#pG(?0yD_{xgI-UIMs&PngS*3y%u4p z5^Y#nfk2Y1~=x#-gnQ&~)}47w|X zu8s)cDG-=zquSWBfBckZZy*MiIwctoh-AriRrcOr;6?}EO+EX>RxBs@ zmD{L>@M|@MR?5+Wg@|0`YCcPwbq-FO*ettmrSNxgjbF=a!Gx)qAp6cQAaW!Zs$5fZ z`!g&duYv6Fo@=}&GrD7!Ci`axN?Aes59##`Am2!@-f|`%*r8T)nTz}mq&LD9$Y$ig zX~z70Yf_w?Q+o#-bha8m9i5v}uieA6Bsid7u;u)pBUb3aU5OwXMN2`0E7}8Xyx| zUa9B5axiyfL}nvc#duWIM7v7R|6mJrzOYrpl0`~H^Py%9r^$VYP-;pu1mng?t&6SH za?^(`Q=bXAU*gMB>EoehO$MLW(L$*WP%JekF%8tIRGJ_PJuR&U_N6~RVFS$HJO>KvynYjaXy2Q!FD-UH7M^h~vdDq+H zo;(t7q&K&6(bLPhuZ)G8HAe4e%p)_YT_XWG)H|L@I)q==U7{0RoLN)bz0UCF+v=V@ z``M>F>zN!mHOU)?n;M582!jj7@gOpdXm1(mVV0R|Y|ygDKK_&^=>7Km*Jp_|tEs%Y z-}h2`q5C&G`3?TfS@s&iu#h;4&Sjf8#jkH==U*c2-D7Dd_YAeN`+pj-k7Sxel!hJ3 zzVOS^YsWnq$S=W!n#er7etd;<&tk5%4}Z1T8u_cd83of0wh4cw&jlCS>Gb)Ff=#Q8 zHx{lHM5KMHy>b}j(gbWOKI5J|!Q1tmtZu>_$UgKM-Z8z{9Y0arak$qVI2yk;J9jM> zUWje@#}(!(>?VP&l#`{6&m2&$kq#(HeAq0o%12dBAZ~yMHbeX}!_Yhc@;(gjob{TX zjABnhnmjqo1CsP#jVvS9QL9<*cSF)63NDNEUze^(P0ZL3KC-pDP4;Z|}IwkG@L%W-*yoz$4t{inJPCG4``p~XRX z?ef@9T<8g-mP3GY)#{BPm0E>D8sNcG>4DEgt@M+;GUojv4Bnf@5!~9)aYE{E(-L3> zAV+`D7c?vb)xO6)whi>~EB%qYO2f&26K^z?v57bCsMq1@HkFCBi0cc-ycBN)^~D(B zfyfMk#VGg!e3_>;0H55MHe(G|=h}{J&jG10$n%d{tBC19e8qC(>3bX^J^Yo4LU}Mx3C~=y5wTZb#lKRWcPP zy>HFRgy7mc3tl^ z(jRdrsmt!9cl@jCBz1Y6^p4Bxq&Ho5C)G*Yx=WCl6Gu{J1Z0Wh7}e%^>PmmaRPH9u zawaTgjxq|QM8u%4gMB<7Tp3X~HnBK(ztX}v!#biKj zd@yaR>?uS?#n>xxim@I_^s{d?1hsG8jY<1PRo)me_KQHZ1jr_wRj{k+yQUOPh9hhv zLu;f}T>%nJ=$bNcgx)w56bJ${cY_x@o`FXcz7iB!`{Q+MOY+m_U7t6=Jl$A(!w|TA(4=ugxzj<%y?bY3GrECP^ftml%!i&T(Di zsK#-Cg3N504m|rWutTcT4(WNOLktI>UgQbV?CtlP{l;769Smu*K>B7M_FHyR3&Jq` z4~IE0ZuAb}vwy8VK+83v9}a<;evp5GqZyIF+JMG;%D^3D7)tZKri@7=YP3h)5t#9-m!5iY91G8=X=%@GJMqEdv}(c-hx~ z)^lxe=)NaBJJi_*VPQe+aa_Bq^I9P8!HArZ_9M?I&T(B1;bXef004pw_8r;_~8ihodw5sd+mPFuAsDb&)sQD5$29Mv5;_anp@bj~r0$*S=+To4ly7;vlODLQ zJ=qj>ce71YWN|wJrv%B|i3_&5R9AO2Sy04V);76VQp8DB?JOFHF@Y>9v!0!N`kP*d zzS%k4GWoN-#dX}iqT`B6lpR+$mAlwD^ZKxCfKno_UEHBXi%YM#tmE^``q1mjMcbjU zRgN(!uWK- z3FYo>LnJfx5?mYsrdz)Mna*7Uz}sx@^$SYTo8aJs7tj@ReY=z?CB^JkA`ERL%ERBM zbZdc73PSmkPuWANBT5)Ci*}I)=_#0U=YICI?jabr0m=#FPN(;}UBd(T1T-gJvYYLF z?3HCdsO(>uPMy8y8YRhqq6@!UM8bzMg`*?$OdJQRt3;_xN+y63*mVNmE@HgGOT4WsU^U1;BS zzVkNxa99a2tu!KlY5DAK%6H+_t}c+q9bZiZ#U>*6;-`8``*3WelNE z29WOtP^aQ}R2-MAqIhq6J?-udU0-^xFSRtUo%z-&k1fo!-F@ulLCMzTmm?AYdsxlu zn;H3iH-4v`->4-zwit9 zN-JbNXWyd;3a{7hm?{%Tr55XYF5(h?d&NMx0)1E~%ZhoxjC|jX?}s}S z{h)lG!}kNO3GsbezR&ut+$)E}IltY|SO}nJkokKEgYD!K=&Xaj7>WJ(oZ?T@zTEY& zw9^!N=m35@?S|*H&u(EBA6Oi}{HDtsCRa2_#65UrgXBtvh!D1{ameoW@HbDDSOI$j zhHir@#8J0ThGYzf>A;3Z;Uwky4%l0VTFXOVN!nu&ohh+!9l%ry$VSH4aXiiEAPOBz zSO_fKm=xd)-jCd4%jK~lcQCF17EVvkNxwyCDLiOM4X^CF)&|f0%XSab9Ry?>Q^+vr zK#Em?h{pNSgaQ)jPa{Hb79jD0RyiGD=1?R0gfCLe`gw(@?tIQ34q75eF?lFd=THEE zlu>;UrA_*X^HKI-0Mvhc(a1iFv$L;3frqpdd{E~^ukS>U3>tGq+ z`%Ys~5;LF>cjs}o8!ysizfkt%_rBth07GGkvj;x`NAwUT1&RZNtSO&=T`$9pHP35> z_}SlFW5R6T%}DLzm{*8jJdDrO6;$POSYFf!<)gEwxC^~Ws<$qW=4JP}%FU^c+Ogqh zJ!g(c_l`{F^?>j6rLHG@5n|Stp2}k&h&^0kS4Nc5mYOG~vLPG=TKv(u6jUQ%T)$CL<`UqBb+f3BlY>oKBfEeNTZo;xsxoN6P>DRQJ`nEM5v-bv2 zT%P@k(7U;@5mF>8B9XO(4N_-Lw>>}ua7MK{n_y0@r6qw^e4SM8kQ*}`TeH6O+;q?) zxueRyujUzKq|m%~&`Q8C^#I zd6x(-ne-3_P>G6rwD_z0W^~eIi0#hj2UN8HPxlE=c!X%-9pQrXcOC_fhUPC1#}YW3 ztks8Nx@&o!O}Eit9@t=O9uAM{gE8|H0)sz}#oXn4{9`7TGS9is!&nTSi(A?My0sxYb?cOgwRz$hjlW~iOsqI7n#&0YaYNB?Q24XDv8dYRzL_$cF5N)oV zrIEn(MhQN;j=z(s8Q++t5lV7F$n*lCa93rP2E81L_-;j(Mj}}nHD{Ou3AIAI2|lp~ zd@cPlj0{f72wMq;b%aksBF~J5M0i65u-YA6NGwyF{h4urUJNHKvl4JPB>_VLuj2g6 zdPFDmNAz5rD+khdD$ZdJ3W>+$A@|e4_D@iKj2#=w*dd;a zj3!~ika46Xyjh~t{i%pFb!VIQw=O+GFhsu5T2stM%f35 z-!eq2obi-`Is39)gei`*@4Nyrd&M3*kjPdZN`@eZ5fhn`cz6Yy|KV7&oDRmhYD?3- zKye)=Ndl*0C>)bivdNp+H<-$B)~KBS{$$*uGC%ZF%%3VBosB!6OBOtLJTAyD*p%7f zrb)BI z=sLOFq@nhAF^z?yB5rwC3umhZY;(NRBtZS7RT5RgqXwJT6NPd(`P(WB#`t*}i-l;? zp}CW7%?*f#@7t*#S}}{J&;I3&4k-bC>JxF%5rlaso+Dz;AP<`L0&TTJC=Q)D)zTKE zkd+a1+>It>g3UoWqHS%vIJRvdVJ4Ca&VD!<8waNa?YRF>9`mw&Yg17u1Jahl_#_4C zGE7rN5?TO_43jVy3%6V#*#!(AVfKCq$%@hFW(Fm({%UNun>#!=b-0L^z?sJkL30v$ zkh{D^C0j&)S01?t-+-eG3Q;IVRI=0|EX5aCJS``Wt^v4|%_~d*t1ui*lIY|I#ub;T z5}j#YrBtd2jcd#0m2!EPkc*^@hG(}j_T3*TA-Ox@0p}Uf6Q5sTL_gizh$e*%J@xtL z#fCBpr`4YMXHtaXx<6qWr(?PDBR59)OPC6Nb4`KG2&Mug1jMpTk1=-E0gP{y{^bx0 zdd3!S!1>9I-mTeR4&cr9+&^FRkd@5Y)Em*iDm<0wMfG;1c=6Y};es~4jd!&Sm}%Zj zo{BFceBy2Vdemc<8osU{N1__O-PA&=RZNx%q^reDMFUp$36J4j%<6EcDYCZlC5b@- zA~IQ4)r!Cs@t!y3_@7}-?kpy88IHniN-Ki&Eia=7X%f7JCU9g<@(QdJeLJx!53)ZQ z18j{6w+>q+Y!lh94Wym!dFfGu2T%05CLe5ZdA!QPc-zt)5J#a*# zgj|8)(UMq)9rEeX%zy20RB4Z%CYI|;N?>R~RUBciclKPZX z&6iY&V^%{^|K*J!XhQ&Kh`eVGjHRyQ2yB7 zF>b_I)XLE_H(+%3!JiR>H#kl&H{ z^48&|5cvuiPT(RoG82s3+FK>FtNpi_p>`n=3yE$W#*QT1BDk$XlHu;Qw_04unyzG7 zdPLa9htRwQIa!m=X# zJ5Ra`sR$H0DiWGx3t~tj6N-(E3LA^Pc0?O104&W=1g(gm9uo7!_(p9=7qn)THI0 z=$RGkk!rieh23`sLE^tmJHTF zk^F|jm_B&(nE}Nh^~A9qG4(W*%x&j~3p*C-sY$3O(iI@)Bq0V7t(c9KI7-D@UKOZ? z5Xuapf%~O|XQ)qxrRjrc+gs8XH3g8Y1l%^Rt*dD3s!Muf(R8PD7w(mXdzUDjdTNql z-Ch2{g;2@2OH|WJ0aC$_8uX*UBdK8_Q4^>P?$aCDqd#jJ*{6RAbT#uV+&alx^8oaK z3~^`TVhnU`xaAmXTRKe4^#Eo-nZHg`hh_d9ZS&h@$a^&%wH3 z1J!BW{JXBqx+RNSx5lNcTcz7oCv|zY`jn!y>m!IWkqh5ltV&ULISI>2q)O2ifM7{6 zhEz~Y6%>RfMM{>yts|JxN8H_zd4wduz`&{rZ&D&0;LZ(MEzF-wf$I< z@hEG`$|9>Uhd5ReiX*K94#Bn^s+M*rXxpKx(9o84sLCXNu|tXY;uB|w0yq$Bc|Xhy z<%voNp-Kr2;J|%=(A0Du)xa<%O)x`%n=0>x6KNSaRNb~k#$MHBICqS_#$scyUbuA9 z1w(Ixke+(rSt9a|3_bEEX6-SDg=*Ss%*9OT?J@AS=RxPXCn(oxFTlXl^R!f7;lK+P zA9(fWwybazX3t?|q3`NmS?Ieib7k?sWvwitUIWSP+#0tyhYWXa4ZKP3${X$JRJI`v zF788OKz5Ius2n*-d*qNvFKLgQh|cPGh9Q$D51eBB$kPM>&6zn-n zKo~{~C!aTScz`T4DaTMEa2Ms^fk&dc$jlS;oOy0z>}$E?^A}t4`SY~SFSO2g3WF19 zP?QWeeWrVe*7>E@`CK3QrPlFpQHpjUAqxqib-oGOBgmh()tVo}F%iexxNs2BkG-J+%ggE8R3FXU`gEc`;} zIP;xN&g8heW_*kUIm^GC`Kn&dSHPvHk8{mOQbSH2fpbRH-Fy{XV!jII%~wI^d=)G< zUkQ3d-sqUG{BphuIuN1S^OalaHQam^%$u(cFFs%SCDvz=QU{i z1flK3`AAyg*uQFQ;@(bP+OK*S!U!&izCJV3KwH^9_ zp)55QkAp*OPsTBs(5kj1*hG!fBoMTloSuEDpy6~jaS6Mx1n;Hj!a%w(=qo_BEqQap24?#lHzrUQf&fI?H< zmHXpDb{b(+-33~MAu`#;eyG;7bI8FOY`!+)0aApMVHF z@1Ju+gGjA`V-$vbTI{3eI2(-d$Rh15G@)j2u+WCtgEQQu#UFGSiW0ESoudf`{=H#NSJ|5Jz; z`2hZ6_k}11;evX5Q%k)V_*!%E6?{*QWoqCw0RZu+=mTqI!;lEeO(G+NmN0>NER-lL zl_+RS5r{I(lOkXh3n`%X(kHrSuPo9C*sr1GBNuZ8HqzV(F5e zs+OeIgx)sMMiXx&HD*ByNx*`2oa~Zy9dZac#4Zptc|s zaB;IgUT5k=j)KP>n6(3N8LWUc7TjM3CDMb2{c1vJKxj%8M$6ksGIebjB@Xps_Fjc> zAwFD~f^IiQkarF}2(!s1Xx zst{)f*HQWy%qpq8w-B2NM4aS8oPuXxxCU4#oxl9;)v!;Uzr1eqE5w zhY59YR@Tr3;B!gD_f9Nn*H{fApX0O%&Dt-`y2R9*%2cV6o(W#=d#?rp4CZ(&ebso5 zL1Y?0NM}4IFx*USQ$9Eh%>PZpKp`Ww=HM``Cl^Qb)Rv(vf=s>KBv8qrl)X@hi!*Fk zT!^bg+(5+5MBIjm+b81oo0PUmfKCcIC29$BW1 zDb*7Jl?WJ6z>2Bj6bW$as+A8o3Ou|2&*lViMPeW_tDWdWB5X|>{Ce~|#U8=8J`?q7 zVH1lO9gVD;pfi$)2dNA+7P40`sDJ_FnTDjGn!Z-rv#qOUfVlqT_o5<2ye5?DU) zZLHKD>B$Nld2I&QYOkYQf-&Urf7MR2xBuCp&TC0(O^h>vy{t{19vLc5G z`|#}kF>xL^e?n5Q+B?@bxFc&S6`I?d5~eG^rIvZ^O=_6Koc3aOHwfBu+oJ;TA=3XJc_M%vvZ_pM}H}o z{k5>kD^f>;46xNCD|T@cGvJi;tajKSOsiCm5n7AqZ?BTi{i@JCrZ?zat?WKD?fUT? zSEg0rvJROCy%+q{s|ieQVte4RN4;#%sI*mR?^i9Cb;jH6x)x2rUS${~oK&i5t={O%`j^Ot8_LL|+tsb?oL^hg>&N~DKYq)vWea}%M<4LF z^L{+-166flne|>})_Rqh_A0a5>+wpj$CF-5j*u;oY;mV|BM7FeWAaxYG9yOJNlN7!dZ7SLQ4di*y=cSIDj#0O5aBPylKF6= z%sW(N3gSsci%`O?_#^skaqY?WZRZx=w#{9-y}aqR1^2wgU3pu1&-MlPOcj^*wqLhr z;p?W0YX{o5?eDy;i^9`~m#LC{i;oUAtN6%(VMtYwrpmtc)1nPV+2bbQC<2sS$j+`WWcjgI~Sj-z>Z?f|%{Vtk;jILJ8YmaHyyR%x*%aO^b8N1)954!~s z$^_i8LTB2yPj%jIDrh@@TRUZ*GMC~4?uN-g4``E-!%ex=os%k8GFp;j_aPa>j0 zl5?ejRra5knAlXo@rm4lU>9-+&Kk74yx8{~Z)s|D9+|oWdxS;^dK8o0o}a<#+6KiM zwQ;Awcka=+S-G|;Z?37dR&xa}cZIDei!}>gzQ$d-sk~=h*PHDez|F9|r9H1MwCDHD zx97TtJ=d3I&nu>yy}xbGE7@bOat690<~;k@a4)0y;3_~4X2*U^jbb%B?TlhYjAFgp zC_ZtyMzJAAvC|}`&Lq~HN$hhbF$4OoW0$@Rvly0UF%z@c2eTOe+cS%`PP171S7sK| z4zrkE+APMBg4e?=5`==;4JT!@C592}7V8!=@vwycAWrM)O&j@$0HQE@=b)zNks(q_ z5(h|Eqi`oveR+It;^88PuL5di#WhfEJ7FJ^JmEPiLc16S#tJeq6>RMwx0j4m&!w7( z9c}#*BJp_wIYt z#Z&m%gLYJJv%5d}sApg9Eup(VemvpZt-9}Lf??xoVPs(LZcsJLB!d^PKvzmlm5OybLUbP1}i*do6 z5Rl&Nz$)07fT+WgBYkNDt6w++tJ?-vFEFq;@HN%KACY>`yRl8(sk@?eE%1#)qq5^a zhoe}W%X>n>;^7n?1QafVmdBWJ3E$ zRq*!ZJQwI;p_3^Y)jaGSDibIbBPUjqdc209=C0#Z9D6skr_g9*X2%?$*@gmwP9Qn} z4#y0D7S!$`Au4f$Um5L&6tWGVh1mydawCuQO1u;1%f$|4xWoXdQ@-PjS}~kE`y%i`065H4pbnkz(s!r2I-%~7Bs})cO~6$W zxMZGIvy|1icB9vLraRxMU!!VrF>z5beTYdwfOloVDYay0Aod%9Lk$^y|U-J(_JiB@?w z(GbrBS7OzqTj2DpZ>eijLw3<{9-BJui??8Pvt?)9*TC8GP24i|?4v&;;fy;dJQo;1 z&%!*%8~}Uw4z^_MuODN;Wh)P@-+G1T{o0r^AwEst?lFNb!(Z}U%lF;QJ~@?Y<*^G; zqPoV!oE=jpas?oyO;9Du6k}AWJ`U*-Sq9KLw9fMFmn$_9?QPinLsRKUJaB7f2$dwgD^ukAunGz6+&^D%F8q4uUr6OOft@~o!4X#hO)ao{%fIp0 zx$;?*G9h!#P9+$%A}^}W3z)8A zAa?~!7r(Rvri)+N0n_DEL-Wh&9WdSK6)^4MMYA3O(`gajN^%^JtU+Djt$ilz6)@fC z4w%+Oz;y6D1Wb3wcV|VwbVb5jWnt#zY=^f>VE3W{)0qTJ>t_jXt(p}3uPX?cZgd4q z>s=!D2)<Qd38a+blMd#9g2=p zRcluiES>d^KCX8LOE0EP8H12JgQb^t21~mjqr2(xQdo&v;%;ss74841Nou9xYQU(0QWL7fSQz5ibqx<}HK!)A;tn-#w0-d1}J*Ho*K$ zY)+X+EQn*ml@Y)t2S7BOuk#gOekpR0F^YT{LoSz6mt*vdmJ#|)xo5QumUBXF4i=Br zs6I2gui3DkaNZ*rLsB301dmi1s*Tv|LLRG{sunuB z<2e_mtb|jUtWWM}cuo__tGU$bW=PdAq ztB(ZW%xcpo39*t7obcBp+GGNKnu_O!#YqzaYzlGeh=WLrHbb{ovi+|w2%8JC=OW@- zFO0YbWpi=c{`PIt3vWA9Tsx=A+s<|!E{i>)mFl!f)I0fgW}}QKhwdc>uXcs4D+#05 zEMQ*0*&j(~4QC)De3OmP2q2!B~jD z;8=gC?#C1Q9`&DI>e<=YCC{56`{@>?Jw>F|j_zOuS3iR3$UE_}{{h?+JAIP1F9K)lj zj~)BV^Z)eZSO4(vfr)!fZS0$$`1E^@eB?X7`{9XucQcv?GuH$6Kjvk>IXa>zmC%?) zJbe_2D%o*RuBFV(#<4?)2|4@wp9dG=N`HO(BpzF)z@85YNGu&43;bINoxLSC7Jqj_>7-fwyb+* z)v{Mh`PsK`2P|SdqHmL-CvS}jQF@(wr51F8y_)EE8V>~7r$+#G7fbpz(r&ZA*nqok zl9cjwWYt)W(65i(Bsu0+W*i_d7|L>mIdp-De}f&4zXwY}eiC?pSusMAlg5 zo#>5qR6V@t`7;rNTC}98Ye`z?S}Q`*yY{j_+Q=mEkq(hp`XkL6(Tz)4jpW0xASy=> zS#zvP6Q=Z1+Q>k{yxu8e-k_8cdsSb{d8a|~d{bLXkk47w%D#9bzWhG;=1wT-xLK&d zBsj-AXo`_@PnzQM+#JJ({QhHJHn*(kBiBQ|1Q@8Uh z#-mY7)Xz>S2{0+Ejw)*#?0iPiXQGzfQ(RZ0`f$YH57IN8XTtwk*tYDU0laKESN5TB z!3Psog^Wcp0R{;OOp5D+fWY(84!DLST~LiV)k+bPPARkhx>1bBNhP+ph*a`P#O2Io>;?1o|X&@WtO|Ne;EMb5~bI_=S-PE%UcX}A92)G6syr`@`( zPPIZ^lD0aPy5toXgZa8dv14oyKbz`sLcQaqo;|1wa1u4DZ;Z*M4a_tEf_Fx;TBEU7Q(!)`mxM@C* zEJG$J+O#fTInC+7?Sul^W(KmHOc>+Y7R6sg5Q3}_GZRsY^Ca;>-AGAp$HLD|&ykJC z8-enDk8{`oj_yxiCojrF_aeQq?l0?Xob1m==gATwHklJ4`g6=dUCKgR?WpTz*b&)4 zU~SqfnGMA{CihKdW!x&&ckRTFKZtiqBvH02$HVnqyw%&$zGcR5 z?KBz=1!dI#36F)cPe1MNut{qdVD|hS05_kUJn8Q=%3i%|d}sPur#;DH+Ji_ovWU~i zTJkT6_9UIkv%o-hq5cS}TDIHb%RvUh9>rn)!S|PN%+o-^ z(hDfUJ1p@5)p90_$*_?D#%P$p|A=EH>ud!v zms|&U@UvmlLhNFleRdge#HSTPAjQJZhApXrJ@@6uJ^P54J#yoGZ5DWj8r#$z8aQn4 z5q%;mz`i=Xh1z)w`yD`-wkOnfx`d9XR&%M?ebVKnO;@c*;LHfnMGejn$VTw`BN&eT zZXCNojK-Sgr-_72a=*KZ!8@kb`X@ta%M+pej#jWIqgJynM_n=dZZ>RzUm$5-Et6TF zkWw!xqgvs}Ye-ai1M|gIXtoAiKA9cb-Wh8=FsoS6c zdJkeguV4Y6-NLZWiWvZn(I82%E3yDc97tE<$iXZ0_>X8W1qGh~o>d)figD~klCxeF zs?)32`o_ej4;zpe)QLkvBvd5OfCbYy>ps{sJEc7~x2ryO# z;5-~KF?O+6GXnl9(SkZ&mbg1joji@g!79MWe%~I(|RH{emeo<;_`jMg0?3dzhmeMvzVe8wv zX4j8r|8s+>*%N9!uhq#MDOgMABFh{LE>)&6(^cfW6XWOMKY!e_2l3y_dX1sjY4fzx z(__VWE)_p(rlS8`AE9E{Y3b|-O;;`7RZGu9DD!2;f#2o}O$^p6c#*d17Un#;_u1a> zTd;_m_r8-{&CNyKtGU~xiMN$@X4Y$Ezxxv=Ks5Pm*YtXZyhV9@NbkfYa41~LmbYlc%hl?8_~*sMe(&Y_i2*<&jgK4F8M z=qC6FrquS9)VbKv@YKR{4jeZX*@J;J7N)Luy-emBe#Mu`1hd%tYPxU2$1HZvE6K4u zATaI@n~wA~SP4l6o@rH(TV!j+z&@-9p8b=}Dpn8IJT!z7@{ z3IMa0^K?)Aagm)2TS(oxJ&%#-67RHX$1@$j8r1}BV1O(%lfdsxa;0^x?DvS?m`%M3 z)7!Q@X<0%>?hbdg;HQs9^i+6@sQKM|`4;-eunoIY+);O6BkwUq`ZcUek^fV14OxLF zj4r958C%6!EC8trx1s^~nJXlmk>j2~;K&->FqL`zDzB zsz9?|Z{k%Pi%)tjVFb3y37viBI;(cr;axkyr)K8@FhEZKKTmkpWFP$*#JluT+9dnf zSno^Ow|)jED3Xmr=Auarv>m#;;C1%zvgZg}-OBsGX4JP5*-Q3mZ%6j6RrG~Pa%^Ou zR$IYT19%+M$i6g?7V-HpTt==B=~kLL_)RyhCnmP%zw`wDf}O1xs*MfC9bNHC|7M)A zU9x2dO<)GrN{bGz_3scqivVX_RkAy|&WqeYjl^Xwc7=<^Jwilg_o$Yg`qL-8?CG_s zvmydA8w-7OEEX#;Qq(>rP9LO8R85jSS$U2+kd{hd`iX73QXAZiXN{BzLG4HzKNXKT zYdP=`pgy&y1#c>SAhF3+|xz{0#W%`RxfI#Tj7oYI5@7&-OkJgk> zav)DK$-XoIwZIOD{Ug4z|tGXh)n!PpdYKjHVl#;1Gum`X_aFDQm_NQE7 zJ?vIm2cqJnzH9p=^X+oFd7_q`3*98H$w!5`d{AbmK@>fuTG==1?5#HoMDHr^Xqaop zm^DMI3Fk$a+h9b$Av9siq;@7Ua%p41JrmGTV>NTHV$!ML1iSbFGkeJVRI4`OPnvVL zg9+?Vi&O9NlsRL5u?tw`Z9vcXp7OY4Dx??!*lt0?1@BS0Qrr_0U@8=62O-CZ>>O3`ahU?B30uvzHIRdh7 zTpzy26@c^yk>92g(Z5&@7+7Pqjz8u z%KibqufMR5wDb`d*9W4O{oEfs;t9=B(M1bi#PguCKe|ixQ+tn{z#Zs@za8jqmOP?% zawYo$R^se?|LO&<1kYyYFZ~Bw+3%0l0w!agdhcIJ7#)_EQ8C&_+#>V`T%mt0YB`9C zzyvpVUyWX)E`+G`$*36$(6tOQw{#m>PzfrQcyI<=_KesP%5ydpb9N?ltU>2+2zMv~ ztKVcSSh-WNL@@1*xi33Mp(aZ)JrmyO-H&{;_(ty(KA%}@oQ!1ab|R7_v)M@AcO0Mf zwfblz&2lgjtGYiDyEh%lnd<|QgdblBU*o+WzkQI6^MlYe1=?$GjZtGYRYw5s-dJ2p zez0E71H8PBvuOv(UbhK%6?Jj3)ahbz1NgAp>`h`XeVBoG;xi0(wX!{ZTutWiq`KVg zfJ<*>chfUDNhRGK7SQOEVQOwaBRJ4NN%AT8c@%5RmV&;fYQj`{L{e^^~i^>JTX z=9u3CFIXoQyPsyWSHT&gw}41(M4$5Wq%{A&X!mhnpqP14oe-PP;}p?Tg-=@fkdZ5q&<8x;z<(Zk-Ec*>yIMt<{-8dgC-c z8>4y-pOsO4Dv;+-;J4>t|nM0O^fOEu?e&Pu>>n(cXNjCSnJ2xA8h5WycxEA-|!I@rP8n1 zehEk!2?tJE%}M3jXDVo!MmDvTfi{bTgSrI@l5-HM6m)1Qg_RN zfVZS#io(+OHPpmJ+PSoY1m(0FmTw>A3bS)<*R3phBtdSwTG{kg^r5sF8=uj!=Y9Sm zSMG0LQDDEwzP|;t!$r@Z^Dn0K`xh0{Gl871CuJZrN9mE^VoI9G>(Ri+gH{=itz;(x z&CPy>k8WyAe5K&HiqL6HQD^2yWUAeBMP(eWa#`CUoHj@>h86Q`be=2*lwuE`*36 z3dVW;1SiyvgtY>-FX;Zf58#UCJ{~6J_6KgyitHI%m9N1d>VIO@n5j zxNW~q1>K43%7EwMLa&JZ667I<5cB1I7)O|h1n3bXyE?T>+Tk$W$>m+pCaEZB1aS$ zDL@rFv8mp`r8hJkXJvvDEB>CPqE!t;{w$LiXo#sd;ar7|5ShpW(FMC|+tzy3Do|Xw zPL^{}>W=dl6)8-syc2yJ3$2v~*4fXpP$Cye=F*P3Ut5~u?!V|m+Cnjrg)l_crz(%Ef7 z@*r(qb%P~nr)gpBw#xgaE^EpyclOGK^$fuQ60Y)|&^#=ie`~aOEmi6|v+ioE7gi5b zgJ**5GdFisuF+k&lqoDayO`Aaq@mJObnzy66_jxQr=Fnq#K*z?_0RmU0$Xz9n?>XfsV;o7ORBesRBtY&x?QBY z!##MW5X(+|Y_SJVeyYcVbLAUP6>qfX4;J4%_KWp4OUSbO14WCM=sOKRxZ4*$ksP4P z>hv>tWz0-HlqaOci+ALaed@$#CWBk)OgysZ@A=im@;vp(>0ftOo__jsPsdy7A+C%) zE&t+o^SEJha`NEkz1^S7)dl^jT!WS|hNe8Y!Q;QT*$?4Tp73JQ0UbRKN*y!E#|)%^bFJ~WM(l?|`> zmH)Wx|2Q=J+7IR7gSr2iu{Bc<*{AzgH0gb%*j&ycL>3FSGl=N^=1_KZSH1iWaX@pe;vpxss-tk8|89yvW3 zYznAFKYZIc#W|1D5T{P>dEGBDG2luX(G@ebA0Z-Jt{MD7=*}LaGyuRb%*YRVR z%b)K1ormsge0QEK<*%+d&%R^c!|OX9er?Z(MHY={2b>n#ryf}$A?_DH{u`nyrDVFh zqLq$Tn(Nt0a~-X8&%B2_T4}ClE6tUy1VcapCc4Y`{_EOh%=Ro}_OKnPT<7pyy9(E1Zrk`7C z{8io>Nz3q8c|U{ovRpcT)%;6Iap{ADSax+@79`UZZ8%PUrCv_NQ#^>ws|vfQNTVN1 z-!Z2Dw*cSj?-&bjt1D9*>;FaKbJo`SncGG{;^QZX&P8$ztgz01s#q5w(>^LVhZd(nu;|USn7S!XZ{lPSA&OzKjJ2&w?0b7r2aI z%QQsf?`;vb#R$3I-sTi=wF}zVU%ZX|UTs|Iy!>o!teb&@Elgp#x~rQY23bkP8L*|S zx4Frq%uT_1tlhA@QNxDBCWAQkBCF$Oq`(s=&@k1o$w2H_HZ4*gHgRk912P9*j$2w zm$FyI)D=`rU9w{8k`*he<$8O$LY+uHU#vbFI%v9-5;^Ryr~YA~3KW)SERy93`d--WqnkRo_xi zdcO4r&wCA#@|nw`i(|>i`c4W2viMgnMN#*lQwntp&`TGWBC^`OHKs&Y{MNv|)$e#K zvJrc|v#hCd?~DY_`byvFyLW1`8xlhxqWgz&Ra?*x4B%pNyera2k$$_#xVuR0id0e! zO?1_0E8v34ifE}wAZ44NKu#{Shi5z}R^DFLMq9#lEcR-mD`Ozovlv)REk^RJuC3L= z0?yMH4*8JFv%XYD(1;|AEjOXP@QLqvr=M=)|@dpK?}{TAN`K{X~ngLh{}z9KpPFuu&N=;^wNZ9b|Wz~?M~y5Ie@ul>_r ze4SG*8=Bbet+%p2zBVnupOH5rN0pO`p)YDg-;HEryLx+z*vW}Qt#=d*qA(`hRQDwt zLZBshX|Usx&If3iUg0J73&;)^L#pJQA< zPHvG=eM~utal1W8o1!OB?kR-;hb(lQ7#qeq z5}NfH4v9{FS0f9Qy$!d( z!OKSRq-kk^JZGySr!j|PKurYMLq8=6V>1mj`5E*(1t}~ewim|rr*eg3e~H5EkyDR5 z4a5$!G>Wib(g9uOkJjusA33MQ*3q(xtvlm>I^F&W_LqW&(tp_>Un`jZ;g-7BA;yze zF2?S!|4?G2MSC*<$xT~qMAv-M5#ImL-up+{QC;VPbx!@bb#L7t)vYV3B{k?&(U=wz zwvs4PgLxSp1^po4KoZtltStY*AFTCQw|l&hMvGz1I8i5tM0ONMZna z?elA&efHV=`@XA=KsOxh!XNRuL=VY1@iAX8t%T(~eZdXdQR0BP&D)5asEV$~&dM)P z%_@1E1hi7=Z?q)}D3J4cA?HX0IN=eX(FB|IVT3Wo46@bsJaJ2o^54UL&uU3J)?m`8 zf=8WKJaw!_Fu5~WJ+6(*=p8RHO2(=fB|tbS@TJb++z)x5MGgu9a_$CF1P**C5Ycv! zg8!RsC!0z?w2C+_3Z(2BtnSBLV%a1efbUDBwQDONjI|rnBOz)KJAS*ZI}6T zm_<(enTtqvK~gN=XTh+^I5rF3n?Rl@pm_Ye`1+8~c$X^T&79zr8K01usFp5oKdLLY zn-<#8KkO5Pqa{uFnBNyTV45-Ukp%1wAqo8mbZwgKjN{tj6NOf=i2zcRu_aGygyy(V zP@DjV+aVVsT0)qbg)Aa>!V})6p8#f1uk(-VEoAluvP}8TS67Vvn29xk*@E$k0U!(n zir7b*QTw>q-6GSr!)ZH&3_}yyXWst>Fa7wB0U?f!;&0ZcwS0fX->jc?-w*o|q)(J3 z8JDpeNWcFRGLT?Rq~FQi0FKf}x+Y4$u=xtA$t*t646bi3_R*0ps7pYU_7_-72m4q{ z2QI~0nj7HEmCjfF&aYrDd7>no(Q?I#h)FAYTyHIJxq09gd(4+TiAE&MW9laFyt1eN z-50g^U-wK_Gzv8S%U0y^Oc5?=GrFnEK*H)(c3V)3+>>r@32y7j` zjFq?H1a+@HG(8>cCOwgIP;L_a5*1idjG_@`Z=1dJeVZ__Jpz{*);In91iic;6#q(@ zF4=c6FB*mv*spsMHkR+;e)k4A00R5G2bY>c82kuvA8+zTOkiJ8yIV*=9}#iVo(TtJ zA%!IOm7fAn^==z`uj z3Gr;>R!Z0q3FAV-zKl+Jetu%J-p~XewVjdjL4u*z`QuR2o+#gqJvhgFuh~onM0`(Q zL@tdBC2Vpdev`L>DgUoodNNr0ub}i`>C!nOyelrfQ7xTNkIH)KZ#D72#5VtDTCuE3 zKJcV=5kE{?D?NQ9XO#%x%;^nAr8Dam?cWAx=gXcy&hW^(BS(t|UVoB!D=PhFlVBhM zd$LP(a74s2MBy+VhRe}7SH1N7brn&dZIOb)498NvqB(xO(i~Mms(;1{+k=Ex8w-|0 zb(5EhcfBdmD~R=rZHj#ZobMFRMcMHLNe*Kets|jp0VgjW4ff;&L5uZPpYD8womLPf z1A27wdV07eL6mOm&Jfr@FoFK9Yh~^zZt#fW7nW@=`wT2I>8G5nC`}}#RAW^aE3`n1 zEJFwLy8TaxAL+HV_Q(k@2M*YSl>P17ZZ8kg-$M%FFaMnLPmc=EUYCx0Bo`e0qo=*} zH@EOdD35@dI5n)j#Bh{kS2#=K(mO6FYNJh%?nLmFlLalZv&E|c3qW_WJOY^?0~b-P+XoaOM`r96n8k)BNbO~88aFoYD#qrW zmyXT52gc^sNhCzq*?RcaC z4fNng;(7@3W|2Nu4#A*=8mURbLbIeKHA#B@IvEfNF+g~$2@2&vPz6Gyeoxb-m@*sl zu$(f1Cj^U|M`o-gmj4GDl-KM?FE(9-NqGz3R-o+g|v?C1&Oay5EnP8C-T|`b*DD-Jh8S7&81s z{S^|cFpWq02KqyrF!bM#l`|S#p{Qe=jWx2+#u}lgU@03*@K=i$69}$fuAjVy9LNl- zUM#Ye7OOpEWDh4#FXh+x>Sg^JP$q?6LoM#tIQXVt zx{`uwAqmir0ixgFIVCbHgiYPcsEtq_*9FbrwV;xgr%5k(y}XwGStg(=u^b2ma#)lK zstDph;>|!vtT{h~eM0q8j@nB4lC^kVN{FjjilLXchaF@9*~_Q{-2LP88+422=aXvy*{+q z^$(9Q5$BTYM@E{R#jekfG}}v*-&&&l<`U&6OO)SOqMZ5?<-|*rQ%kT9R7Kzey@P~c z!O`w0jz+P!NZ;QUa5_Gh`{{H4N_Izq+fE@Ii6|{B;-EX5JnmAG^)O_9bHH{NYNy)xUL?#Hql*KZBcaotRpY z>}t5r8cRQWJ=lyz+Q*e_v>sD=@D2us2Vma;&x`ypM_uS6f7L`iK^YpfTt+Z!M|S4* zma3Q}j3&ZI1g7K3yiHTtw-?#QFc|A zl97nXm(z*?#H5EmtjrJ)-(d=k^jyt{%*ymbZ|9~_lGX?WhYcolC4#HhNSeWLN&HUi z^d`pRFcEmT56z=HTFVW?T~lGf`El*NJ6n^u9trHx>Awamidpj$bUG2i730%co!sr} zX|T8)RzM&SLE}Qurs<|HQ_#4`t|Kg_bkkuj$Lx;0?!G>v2m$HVP$`9NzPFctW*D;) zCYoYSIit3e>0s~D;TUwb1O}`t@8-OC$;6tCq@bg{*J?Lnx#uv;v-{|!JyNVz~zq-oAcC?q(2Yg9J=H+j9-8g;?CubM1 zT15ye43kI_bGgzn(RHMBH@UJMAS?YD z566v7#pLbLSNnRz<)0fRYz=8K9^@8`0J=a$zxIvn9RYdxh%F9gBEjTkYO4aa6=9X~ zpua6pXzd641?hL2wo#a1>3iFWL@8|SN$g+89@|gS9=4U+g)!18HHs`c3Ab!LaHl>8>1ZwiMTdUSo;MCp6m zCgp}Y4;;8GBYhOqa@kIRciHuF;@>0mKCYeQm`Xrr5zY_XM^AphTVNMat5TiHK8@H` z`7oiHlpJ{hB`4Ps!RGd9YFs~PH2)y7?x3>kq8{Cy1$=3_`_jDM47*UvTMMY%doYs~ z0KK&Pb}wOjIB~EoA2La`OA|LJM)jPW1R89UmeOPUw8gIVg#zgvkH75EK@l9jm5@X`2)(?j<@l@+gW8w`l zCWdHC{OW))(Gp|guisc>B7D=Bc+;5pmuO5Z`{6Mr&R_puy)n^w)0p@{855uUAu%RC z`KB@P#uyXnBF02hjETQ|V~vSmiSrk~FftfSB1VQ5BST|i_+n%nY*&uf@&HO*Gtych zEFy` zw1{>sqRST13tB|G7SXOn^b#jS>dMTnL;o_&uJ}!}>%SGVtMmOeyI$Mqf{29?Q8m1x zzTp-1=Vu_CWzj-nn_#OXJG&53B}5Qdv)*XSEBQWKUh$ij*HV_(Z~u^3UcddO<@Lr` zUQJqF4-Z&gu~=STenTxUMpV710Q@wr&s|EdsU+_G1+SO>S*Ev|)hIJ0Q!2yFR#jrn zB#`MD0InEEpK}NYO>sBdNA0_sPxZ3 zV1}SPM(jz#OF{IQa?!AJzwy_Ohy3^lp7-qMJbPf~c`yC8^~%hb@|F)YRC}M~G{pjq zzunXrh!_mK(Y(1c`g!450 z(^Z&|)hpjz$=tHamG_TGq<`h9k%i@aX`~q>{#FC7;TS0G!@#^>CXLX=$4Jo@Y^PM( zX)J3?tEHqlO=ymK$c`Y$5OiVYxo|}EO_RiOU2?}7ZH9N`jWv1KEZeaLqY7N4rm?1% z!8XC8@FAfAg}I=M@fkCSkVwq8E+%VTWL1}ywL_il*{YC$|IbxlNMgJrp-F_SQ%E%^ zq*ToDDu{H7(gh~LS{a!klrpqa0F&&|&z}{J9G{Y>R!;(m5CV7bu>qJwu+{@s3{Xi~ z-3%>kRg(_3s-J1S&$RG&3x9VYp=s_|leLgngs^$f)OwN$5%iKp+cz{rh__E*nfLPc zPKSy#FlUZU7!7_{lQ_BK%maIG(Gknh5yOiOnq|@vP3ef1bVS=ES>1GAYtSq+&FY|8 zz9UaDXolUOX`x5lpfTYU51Oj1gM(%XSsRxfG$Ldstnbn-#dvLTbW`;gk@0?qafBENsgGQiLK? z@8uzAL0f>7qksFs5AS>Up*y*hfe;n;U#*C5jv3x8+{QKjO>X1F z)Bujh{a#H1oohP@v4b?U^qFXTOZS2A3U-VTgibVP0t?>^vkM=2q7U>G*^6N>cMVIM z-^)X{DGD8lAdOW&{RY_jPBRZD?r%y1iTUItzs~c3S5(W-+t^Q%gTRo`(Y0Htqmq#XE%Y8mlFu4^qAatGPmWc24z3GJ|{eYvS>c_3EtSB0q!oJwbx6lU~Ws+pjn(?Au_EV@Eqs z{H`29UMv*yfjt9HLHg)2;j>Z|ymiT9^Be?jDPSl9o>IL8w3B>)`g_}j$m^uDB|VrX zUhX*tNw46mJ*j%>2i}^<&Ck5X&Ckfq{YI~~I2>=ue5=ZN<(O3qR@DIP2Y3t?7syeA zf;;s5|5nf|2i6GcrgT|!X@3*3qM={5+r~Z7;8p-z_L+PmzSW zU-$BGAi3=#oJ;_Z*0Tz{?NIOqb()5Uj4#@>$crv{1sG8mDg16pAT5~5kp3fuZn%;{ z;V)aH(EAJ25cHpvYNXV$D=GEx;-&7#BXi72gg4+=+i0_Li+)zQ%uoA>D&96CZySB> zw|QX2mbYn_x5~G{Bd5hZ@^H8I5VaASc-36N%3bE zFa8-N3GYohuFeF#oF-{#n#gn~Q?`$fAbtNhT$gcH!v|jJ@%9$}B%MJ^^1WNgwSy^C zL&DLd4gPxw0cTsw#4md~eL2x7JxRhuzF+4h<=8nToMY#dkdD2mk}Mpo+atxC2#oNN z`Fnfm?{|!6U!YrT+$Eo$Wxt;YdgzOlO+6#TJ!LaKqTR&1 zv?&kJqjR$Ip2ysK9&_(`Tz?nUIjZ~BQRDi&-!J!+EBBNu_gS4Vr?y(IFM#rOcz|Hl z+wmy^_Fy4qHdx)g7`nVMX~*A{e(@?MPU4>+{n$2>khHvJ1IIYD54PG-hYPvYByjP! zObvYI(761&iF@L#1*$E44HDQS$iIul#omI;cd7?YHexx{F%{vXN zIPS=Nf`g*8oy==aKpHMc&Ug;ns5)NVzz>0QcEJr&7kp{=qIAKFD0S#>6`V&ej|Jut zZp2#V+W>Udtev1~hMCVAqQL_b?+EspB>l=dsdc0HIS5UV*zqa22k_p!=tx;MoiQ3L z5JxQ5I-#bGXP?oaq<&1f0sW$q1n8!?Oxm2Vpr+#rl$y33quCzkU3$dF;1O>_J-6tG zXpieL@rk#gtbrTef&tLAV^dijoLfHV2%GS#r0euZHe%8nJd5!}*Xc32xe%VXEw%#+ONz!O0^9c20{wFF4PQ`9dD6OQD0V)}xk_|zKb(M@z$=D1r z{Tt&4les`Gro<6M9WfC`W0&}@ELL%JDr35&jPYy9 z=)W!*zjiqp<7}mAn&mK^OwS}Yan_FX%!v4!(;ik{hcv&M-^{8lJW&{f(n#?^@Bd^T zu%Cyqr;p9BS&l_z*t9TX+9ixmi=)^c|J3sZSjV_N81z--v}3QFcJ!4G1xZGj^NYS9 zon7#kRQWZRgzZ%RfnZ6M{}Ri7tn%K&?!AZIdmrI@ujoBTmwwMIPa=+2-gC^o=a_rX z6G4)xCEg==J>`3zTKYYY6I2wqJC7*GmAv96@1;O?9v6K$mNx4PK5@MCSpc5G4tRzo zo-3og`0I;m3piLkdz!yqD1X&<&Lw>lqj=PwE+*t(F7Ez#)ARAB=i^P!$D5vyH$5Le ze4dX}KOL;xr+zW~1^sS#KXd`waY`)?+A#p$aiI#{@vK4z;gIrK@>qo9`m}Iz3A0WJ z$ujpl5bCw)P3&QDnY&o(p(iBgJlT2&-Cby*2`nv5sc>0MhW`6O5X>2Hyt)IZL3A)2a{1LHg7XHs#%-S}7L7t4K1Vtp<|^scBMn&H+`x)l+>j2cBbe;EI0yiw}+`gkP<2 zVK8^&ZTIIj2@Omc8hAICN$iFy(SbF_Xt0KP%_{rE>=#{35?TU3-*39`hSrKeyz}JW zUY>sF?FC?BEJ%$tiN;fVdv8--w#xX}cQhe4OW~6MX-l8IC2N=wyaG!^ceCDWd;?1P z92%L_P7RaXwq~<_Hx&F$9^)6mOrai_%xh5jrgp~~1abKyI?9jIKVFeF@Xj~~hwdx> zZt|ZIP%@d|_#AJ^-@bFMGSKw{y1%P!!7R*=hK0YkPW93ZFUb-`dh9!Pj6<9@&4w zYO(TxJehoeA)r^8WHL`4Kuhie@q|hCS~Y1Rl-+}i#MB^^iwS&njEIy8>g(l+t8Yu* zfchd{Eh%ao^=sUMm_fhBt)j-laDf^J(o|2KndH^hjwXjvQg_DUN|`u~-e(#%-D?^mFdl9= zNgE<*gfEb^QAiqHk)(2$X)GyeDsPmEpi!L|jYTF#vS4B)S3WTs7%hzj z6C=6%+$qZ~8|2Tfy86-1>fXk2Duz$1%3srCD$#y$a+8T+ImDr0wEEBXYTh`*#y zBKAp*!=&0LybBNa`y?9ZlNw$YnTUN-Ti7R!qEBl5(Gx(@pf71aNkz?a^aLVlFfe+8 zLed%~4JgtgqbI0HS{slwV6&Lo6^@>nzMg4RmXWH;sVpRo1q(@|zmTYf3yI+6Uw$EJ zEL=!*Wg$`0t^*56qg+TDlX;`EkTe!uNYsKgBzSYGyg5}~?^H?u=;s%mEJ1a$)D}#Z zV3EmE9Y3}H_^B;DS!xR=OF4dOOH7tpFTv{A?9N-lcOKq*sz(50G-J z%mXv4Optyne!GGjmlT%E5F)pX`91UivYL|LHMrla6?rH%+OcLAB z$KLhJJQQvR>vZ*VPgn*|_+=i7!$&UiP&5&)VanAdEL}4X#b=^p6|%UFElgPu^H4PN zP##r@xNG2g=g!X_eUck990r@ZJNT6?lx7|Z0HBeFGURVHLqr~yJd`1kZM>IvtMA=~ zq$4`G8}^AOi#=cNOCAb;$?K+JPsne^m*WV@ORGyBN{~LPOyc-$3Syh{47cg$p-7O4 zk%?U%O5D#wX}pd}Tr*MnE7#(| z<3;L9ln?^^xwn$R<(Z!{;X2>TR*UO&%y>9|EF6{M*1FqeVBAyYV!U%fD#rcp`h(>i zdk5~I!|cT$72eS$oM~sjpU$-LL1)?qai;m=OdIbz)67C=+L$=g%oRD)q6N-09>@(i z(}JoqEvP!v0&%7V&Y2cC-oz^nVh3>RY=}v1ocUlwfw3ca3W(b4Qd*z3N z4B!`cTC10}{H;vd!gzPHd^yI*@|}67r4WTKvx6ZwEs4ZQG0W46JFRJ!Ro!VFai=XC zbf>k%oiYG5VstL5ltTm(NYSaA02WMx@Rp}r7{0Aqvj*!m0 z0eh(N{kMnO61CM9d#G)OtM-sa5}!EH0&38puR#L=W$9~BIdyaz6okF)^gY*#Ik@T4 znc6JOpeD>9oZxc4Ue*k9^Yx80gBt(5W>D?*m_ZF^20hd6n?W`DhnF;iTFwj_{%*~n zmNSEr%a}pQVrEcH%pl~YJ<~?^{TpKj)r4vJ`)vlXxoh8z88lq&(&6ui8Pu+tLG8uN zp!(~W#7$0OcV=D2WhoP-r{Bu(h0+ol`2kr%>N1wlx$mbXv~_a861qh!AuX2B*1jb) zvCtB_SuCN6A0|sEE`bi-w1j@REg^qzZ@uqj<_B*HeQbG_i6yjVz!Dl2OX#XAw}gzz z%;;xL^T`j-o2x!MXV!c+{llOC@Qqj*5Q_K48AHkUVhla}{WXT%lzr0}TFe;w><@`C z^w~F!p*O}DieINO^zfiD6o@hOJdB}@ePd|j55^e6w>iz2XN%zMa~Nw32|Re>i$uvd zbK;8*C4+inyyDj$Uf}5dnl!h;3uFI^$R@{x0t z5V`Dx?lDs-?&Sf9uht^L zme3Uw4wk?tHE{6Aa}|lzB7Ci|(*}94L|!%u!ux!PYXmYaGPU%#Mnv?noSct=h_7w4 z=cpf>jt4NwBJ1&NG}tciXv7D?gyS5OXi+uEV?kuAAOec57VHSNS|#V3q1>TO)Wao* z4a5R=I0I#*NAkY2pL))-H>I!qsF+r|KrXw)EDjSv=n9LL+t3Te`s2q&CbOCFHjw$U zXXcP6iXKc47>C2AO^78dEEg15gaV_a9E4ezeyA<@aAdv4ijMxdNNdYBymLEXrC>w{kN500g^Ycnwr8&7oQNa||RS4xDz+i%UCF10USGNvN zee5}pl(h&~-DG?Q%O22TgX-R9SjTQm>dkt;b^}sT)bzcpjY6oZT7dGT5iA=e_SC1I zbHGRaZ%|30edG_G^U}v|BB$>-0Fwyk=A80H8@X@pZH~>5sF{4DTL}~cnz!M=Hs=kzs9O}YjetN- zwRIIf-~~n2?XbWBjsOR4T%R;n@5ol+h9`OVv5{^1;fJ!drh$Y>W@zM*8M?J4SsVy+ zguTVYgxg_E-_}CVBdIor@jWnW?DQ}0HtC*x4Q$##(DwpKHw!S~QsKjHO4vE(z^d(R zvD049ke|J0YU$r_*;;#Ns|8Jck_xKnZdz$p6t^AKghqU4*2Kr%5;=-Y#9Bea9bk2@ zZPqs<853OBv8mr`YG(Ouds-b6n9)Ms(ap#e!abXWc6y`8yFuhd<(n8h0Y=P|w z$+u~<%hRtiUj6EA`eAd`LwB}@DSQB-hTM%nyyUIZK1JUp1gUi_BfF7I6WM(`TEqD1 z_H0O;EcH9EHsbp7M26NfgKVH-Q#TkUW;jE(C58#9VLhi$$Mv0gbX%)!RYLHZCYs$t zmmr#-%-Wm^M5E&HD5}I%{kaD60RDlg5r$$0GA7brTelh-ff+m~I9R90w^ULDNY~9m z*ZDEWAI8<4Vs%P;wA@={NE<)>-DvUm_^s7MB1rTpnVzP^=lUDSGv*bi`^{5 zZVieI>#8U{AlYRWD&1GT#GqUF~l&^j{d>dyv^E}V4L28foR7-cp2D- z=^zVaKFHV%?9IK+`W}8e>2aF~N$nGV@HH>}JL@I(nNNMq;m9!|WTQ+#yyoo3i`N8O zP#B)O_;L4~2z84H_0CeLyG5vbMX0-+P`CHrFQT0AxKAzQ+a)4bqTZ$h9{1q6LM*%g<4Zkw`VSU)@NB;wiZ@oiT|DN#{Ym1-ubH5@bzy>HZSe%f_zg@@ zj225!jH(HWQJJ6^NrGa;6yhsQP`orfv1VeXC&pKtp2!>_&wBF3=r@j#4R zL|x`0>S``xD7lC=nZvrwMbt7yqa|_?HQA&GauFk!i&(#0E}}**qORs5lBIe?NUBH0 z*An$}5ktvE)YV+XrsN{(G8eHXxrmJ=auE~e95)JSBLfNZ)<7;|TXGSZuhZJX6v?(r zm257Zix^gN5t&$8CbtFa^eM&cHgvjPkd3Ha5BUShZTd3Vh}vZ%`d5~Xs9!4^QO22M zBI`8HsV3kyuWofro-JAMpzE5SQw%MUxRh0lEf|J<;|bD@de!P}96Y@0p%%bz^!*)@ybEnA9!o(TXU zhI>u$u57iuJ$xW<*x{+XP7GMHn&_m;gzw6)g0(o6UpEBp;oc!ba^K0#yO?fxhrv z>?Mr$Ti^ya*i&w$*Sp)>tZx>KjARVZE?u+M>lia%Ntnk z8`$8rCvPJ$Ja%f3 z>F-=Eoi{WFcYYTKwk501kaW>drHh8pMd$IL>mrv>Qu!XQGO}GQfQ&AI|Wj&(lQu6=>NusS4GS?N(*OYViwgq#n1Q$pc z@V!~b35U#>XI9cAbU&{&L#}s+q;~^mlqG&)8pk*jP=v7`naW1+_ol36Jwff=K!l@? z^#~T*N*`UB)rrm9A_&>IY4=PW!RIj=<>prv5PUS#!4|z$M$Ymv&nz#eeVsHL#Ir)Q zu?M(ZPJ7oC%ZZVL4>zXxeQ?^JVXEzNjH#}SspY&0V`@2%A*I_fW*2{7-Z0BC*f0Yy z4dT4Xd7qjlbe>fhYAHtr!roIi?}yOg2!K!BydT26hgQgzvAyMWDPNa2sYwKcsxDJH z#lbod{2OLj&(zcZxB}DL#q0CHxk*cW*=BcoR!r4yIaQat&Rp)MDmvlroDPQ;rae(} z?=qcUUdO^usQDPDbS2z;yiUJU*uDrv+(yzso1--Am=QZNnUA=W;aZEi`WplpURkwQ ziXZ1#;4*5|+mx67$!b8xqqLUQlX;7kNKiiEvrWFz>b+URdNRC5aXO~Anw2Pa#Hzja z>fL6<1`q7Xx~7q}Og&SYJOwbLQmJASx}YnyOEK|t={VF}VX`YH5qisXdpCGq`s>|rx(=gPkl zV+x32aOc$N;mupYR#8%T0cL$c$0qR74u}kD@X_nI_HliB^g1&N!AH$iz+el&YCwbO z6qGQ1udyXCer(Tt;w<;wG2Fm=O>EygQ7qFpGY}z`$;D|*8|j5loOOHfxlcL(ZQFHw zC9?O_Zt_xWwlF)mNdm^h+^6s!KskvmTI@wve{_oeBsd1nFqRc=p9VI7>8rTDd7LnDp%3v})47fVQ-O?TS5(@?m4nZ_-V7 zMAt01kT|EwXB30Zhz8OB!T=1y>$#-)fy17_nT7$H2RmM>%|}#EAZK(2PDXC8leF2R>aR{Ntwd6T@Qt z%gHdL|g+EI<9*bpjjS6oB)N7;YOm82kwU3Q9Z!RA3XU z=U$x2{@t~Nsuuyj){=*gMJBdSMm^I`j}4pHo{V}Xm9N-ML~_@3O+HW7TvgJS6aQ54 zhj}^i&jK-MKPqKU@!zu{KsSE(HW{)fYw+5+0|Br^jqB54t{fPkJsqOa6+s9mdeTB0 zdp6i3pyHbV!X$m)SSYa}_AItK7*bD$d4M_~5$wqj*Z6>mD%z?n0F6;Fnt z;aR@ammwH7K)6+%3e_H!4Ia@WE;azK({mEMI%W1JLJ9T|QsBlm>t~y$W`D`wte?T0 zs@aE<-e!GDzGJaG*)%oyA78+I7ryYkw^^T-Ur)klJ&VgYL&WD(O;r7K6Fv1ITzHZf zPLy_3&D7TErtB;7BjW{>fq{RxaEmHva0hGu)G3ql)-WW*-Vz4SZR z7%%;E;=t5kjYPDPz?6cHyF)Ov6wZ7CIq>%7-6JAOS9&OQ9cttB(d%$Jn}u|ow3O`q zANu0+g%@sIpKs(OTD#DYg+WA75Jjbbp7oEx+(|%K@qf6jr@Fy=Ll#X3kB36gcCbq{Lm+?`f=iAzR;0(o$chloY^EYXA{l=I7K4NjTbs5vd=yN-{;wmi7>EV#HDXtBLz#L zoAtR4zfbh!)p%d}Vc=Sq#R9}j^1^Whj-%3Zot}Lxpel^;*1Z^kM1mRDheMfbMDl!4 z&}Q+hlLMa@I`W=8ghPc9c^In*%6b3#C30=5;YD zB0CpCwX;QzhSC|2g$Ph;j_Z4e0+i6)tY2&cq;9i5*Dfo2zAY^P8^@k&_tI0V@$idv z#`Hzw`dqy@avN+3W^qFqp@8%CN=x{g^;4m=$de(54QJxkq0kc$lEdwu-dEP3Xr!Z| zM6*$J6kn$@byZ7ppCbz1@adc_+?IgD$R2N#c@yP2=w8>Z>GQeN%Cs=}AjJe5V_ctW z^Q=!^{bD<##y-#izl*(CN9$i~_sTev$nJ08+Wt;o*Mx46M(gzX_7)kqdb6HuNbeqY zp9lF#VCvwuJY3_39k7k?$7};F1~=Q9&H6xt{qkhk+pLc^%07CeVG=j^kFOBnrAMU4 z&fk)_0XuiS3{bgRUQ9Sq>Xo)W9%gNPJ{4y5#MBuSx?fFYO|)VMdqs|J?(StrRyS=N zfK4m$iSc|2dlYPxi+(_x4+%t?vl%WuxAMz#t9%&Yaxf>;^Vf=E%a+NMHbd!eWMyPkQ~KKHHJ8a1gWkV5f)h6of4_C6DQ1z7fWY;OmZsOBjUbUt#O^**Y5(ftH8J{jhXBBC(vxnRN|WAsa$ za4vaHrTcESfM@rZn(FnnZ@afyU#JhN#)r~M6JXpQ#fao_V==?2Jqi_zNq98eX5PDn z3ZE#LPP@{^c=S57>3Of0{%OX!grdrZOb@PQR1^+5K2jWkvgy-5&64loRf2v*3oVg@ zj-+r$*X8Inp%mEDQ;_MKF^IZuLvSJlCJ1J$tZ=1O8cFBahyLU9p8Y?(^h1}#U@>e2 z9h8O6%BhX(7y9ZJiZ;Y(2nA@3M%&3ythN*QtZ&xGLowe9TQxL+;7!$OQC!w?bVlN{ ziy4roo3ep{)fkI&k2<C4V(oVI14s#7A!E5d`!06 za=pe4I}&e-1q*IjkAEC!uwM!bw&LA_JakBhhf1sWOVbmDx?J)8aOOy!Ny|2k`6j=mlmwFdB^yL1*?jn{kSLE z5sRfN6n4U-K2=z-fwN#arA?=5!3L7q*tcLS+JF{pyR=~a!h%&|!TOh4uzq2|;@850 zRj^=1t0<>c79I2fY|d6;!E&h2c4Vj@#B6pJtS=sC&#e`rohvZfuwY|au*`hp*+obT zHWUk1+EU3_C@k1OELcX=1(MryVOSQ#Ch2Wq!G_iYDT(jAX(23F1YebOH#pjY1uG;o zSxhC1h&@`cgG!VKF5=CSl*K^c zuaa#(E!apb*vJ<9-@<|ooCO;=3pQBXf*tUyMs6&YHmb8v{n9>F75h{#VxRhp*{3>- zXvw#H@uglUe5v*YeB&_{u0K)wSW5?LC=S%98i!P~=bJbq`iqWk$r%wq(dCTD7kd*C z1}U$2Z*>71EJvOQa(SrZ8f#K5{eN-X!!Hr=u1}GK#)Tml$s~_CJN+m=k*iWewxBrj zr2%W$3Dmd=kakr4cDzh0N^yvXVExXq=q1|oZfVcEq&@GHM{`C6Vi#k*^xHp;S3$op z<2r&a7|&CoZyzF?dp_LjWg1J15Ioh%iS4rM>M~I@zot-7nmHJZUc-q`Fe#apcLo4}<$;+lV9qb~wwB!$pB{m|i#75vS-JbdAUzM>D>0tWus6@~) zH5+o|EyU&hBtnb={1fL)dlzzVWJTS<#5*;~K%|CLpaJVUl5dEXHXT%@12wEolTj;8 zChF0CZ^-0w&k74NEOv%YT$)`POLi%O8T3|(pNK^}BnX9VQh^0lW#TMEL~Sf>kAq)- zFAt)@7)Hi1qa{#>>}BuyxkOwX*onuR^%$;i>=mg&2)@}N`_c^vnd3g(;H{C5P zlk)>+gfe0Jm)gw<-_41I+O=5vYDn)}dMaQ(;$F;0v2Fofj2&my^-!YhJ-cW{=F&^ zE;sZ9LBwaTZ{oMHp5$zv<3vp7|#x;*mCJ&$STMhrJD+Xa9KL?JboQ;RS)*7F2EvDz_Dl zX~G_VvB$r4!b{)(v(kD~u5xHckJU4tw1FoLE%2JX&3Xb@_gGVl_i`-?1tK8;C8Sjn zkq_e9TU*|03-pHRlwW;|fj&JQ+`0xPUjU-`h#By*#b8lE&V28{XqWT?QScd=21B2u zDrm%<;*CvW3}bTKv8KNmqcWLS88cE9d-T)^w;0PHLaYUAH3-G^5NVQx3dR3izAR(9N2mx+RAg(vqnVDnS?iK z{Rh(D`bqpu`Y-HT92r&uevTi~kKs8xevf}2;cFNL)_)ElN zXI;suZ%IscN4A2XXl@#8e&b$FpROuXu(aD3gXC?X^E8K}>W@TK9f`_~L`hhPw$rlO z(6jY^v@7|a32m?e*aIO^IdU4P=g&Xw-QY3&yJpXwf7)B;d0WUjT8CC*V$v9P*_*YI z?VEQyL-HbYuC~8Q+9OPk7ZK5SyU|#ACSc=X>S=rU+fQ>YY5{M-6m=LW8)&R+S(q#M zA{y43Zv>uVL(fJ_RD`fIQjwr%AOH5#-rGFy?X1XS-+tN~_q@%lNVHf*u+)h3yNre} z@D?y5s?9V{sX?`UuaYV-KSbM8tVwJ%=1i9r!st!;&GhmBvsw#(HmgZsNY>q6PlgiCB0}Rdl zoQ8gLXN%o7Jq=}Xk5!b4tepWHBXFmONWH#?LSq3hM|Q0`vTJT+W6#r{0(tE+lfcB2 z%!F;JVhR3Q^n3CJe7$R6q}%=9K?x($ ziQTdjQ@PMAFT^sC1y&{f*j17q72BtZUO_{kGk5W%!ZXoi`pUInh+*sBSE_^1?VF?m z$G%fkz)iWaMdUtL2>ayg6gH7`7p%>34`GK(Nb~GMX$sYl@cq^4f9CayvY1}1T~;Sf z_4|AOg$4cnYp%Z+Yc_LfZy&z!dZkv-?pGk}CSk7ISW2+LbVX5qH4}>K`>9&wvDBU|ALDPn{HFPvJTG@DJN$sXpZ9VWsGGQvHj!E06Q|iS zhqL9-_cqG6SQP1o!apZCTw|^jtONGw-#_haqLBM<@slGD$btCz>-6ng{Ci+9?Gnp% zs{rTRk~ykk*kOW82P7W&bWI-FxooZ@4Vf?=jBT5MSYtD>5b-K)5{1y zm9m?aB$KLl&{9;+h*kqev}Q&$Els&iyW8{vTYFsJD`-6T5%vekKBjHFYIDHQ3I(%- zNFF{7BWDUqeLW`Zp}s&ua*d^n#xjAcaX_YdUTob(*JZ7wkUMQ(N;|7egdZ# z=T4pQ>~YUN_LnET^dm?*dJGMCs>- z#4%SF&uYBD&si_ss%IH5Qko()v`$<}{jZHkFzj)fS?|<>Mm(Khcow<2j!ca0E`5qkT*X%^k&fwPHbhk3#zP!ty zz&NLK7Cy3i`jjsL$=pLQLV00~N6p0{H|6IR0v@hMa&M)XkYu|^xrtw98fz{AQ`gL?J#gUrr(yarSeN~-pKCIrJv)oK zJHOkLXrJb0{RBQ+oAt43fA5#057fQV*-Gj~xW5GuUVMY|XQlLiML37WOtt&}^J%xD z))!u2iCg;@=p=jTmD6sUp`^bn4|ruO0XJl%XZj6T;@)VGLV!e#wX1C}>Shl-`n+f7{{8bn zVdysxc$@RsBx3kAc=u?JXZI1KEfgHG=^w4m;jFVBG6G=5p!KF};*5AHlC8+aNc;;* z-k81w&|Y9W5?O^P$>@oUmk1b?0(!3@;O{}e6PE~>lmb2*!6&j{GSu8;hzKNOFaAGgy!0FYO2BIY zr0XAaQc^lZGd|0>ghJ>!AXx7I#u@Kr&-a)vh<$#omyKA(6b)@gAT}bCGhb4pR}gr3 zgrf(se%V!0>3o&AyjDT5tJzSIxf~LWO36YVhc0jS6eSzBaOIh%rna* z_Z4lJhX5pCbu;FCZV!+Gf6C**v1B=o3X~17sO$8r8a7zhbTL#~?+9G;1vz5rRnPhl z*xD4LV{TmoV5SF5O9EW*V;(Z$p>-R6>InM5E3drrin^^8THNCAwY7IyHTiEIu&T$j zSd_F|=)CE`foFZ|q==u`*o5hSSpmE376G!@ny1?(t!G!(0z6!Oo!*tLH606_EF{d^ zSCk1~O1KcM-DdXxguWTy9?fGcvvqL9Z8CL}V!K%1wjZuy1<0~GybohMj|D2C=?43l z$CNc>q>KWBZr{Vzj>(Mm2t9A^WJe=%G;5hrbQEtN7!8%beg-Gi)e8?JIy^P3;;6*T z8yPXJ9uLGPZ9JLIw;s)t-T4qk;DV7BY_)N=l4#c}u`U5{AzNwSneHt91V@{}=rixh zj7f_jI@FUVu)Xts8ZEk@CcG^hg1kcj%wF|C9>OWy09?kT>Fn+q{+*g3yYGL%-c%~o zbbmRwaTiNK7Y%^{7+NpM3D-~uZo{M?DYk8p{+EAc>PV;l%^#Efd!3MUfBKwfLLLep$#U986!j;!DJrY;DHU47ZXx0 z5Rcz_Nw(Uo!Q5Hn>I0(-F0qih9_m7LzG>r>eG-ES1%@|xo}8xLLpHrR~BkHx6 zPiFy$m3SIfB3H-LE%|)BD}`e{hJai|)5ltF-2+SK>4?Y9#4&ibB`)4mEmKRs(dA-^ z99?@>Zd&e+hQ{^zsBp%2C2Gsm9JR+8{(d2He_qZKmIRy^%lg5D;c3t)3Lj^arl*JL z!#A3!N?87RJ_EzRo<(c@saIHYpLiZ$Uvgj53r&F210LbRTjcnLUttVkU8~8-9iS75 zU}gVeGtt9bRs;OTV-lr~6h1bGbyM~pJ(u_?c1CSO5e@-ckeoL@VWucTP{Tkvs9e%(yIiUQ{2__#e^ zHzBHGQaH#-UK%dfcCgk_zh{2fO!>vqU$HBS^b%JcINPHD!6x%vS~25$+QI8R3j;z z^-cqomz$Y6NzW)$mdPqL!`=07aVeV@RJ~497|=gvFG>P#mI6EW3GEQWS}{f>j>3LE z@KnQER$8=014dz*(n-VAru4Qc8N$@HY6iYyXfp$#C<$Ou!{5wrF1L@o>Y{<9BEdN2^)dyFs#kX=ud@kWiOtO zC(mZBic-DTn2_n+X_mEFDJGVMvpA>hXHiu6ZWTs-HO*vi)bN~Al7B5O89`hFdSbBVezXe%v2_;WkL-ifDgnno{nvP%qhyI z`OmQeXq#xJ)r`9gXkN=?4YOK)mV%$nyqeyS0lm#Sp>4I}Xb!>$*EF!jz+8|emeH2^ zITsw8v|C#hbHldd=|}Cn;OR&5)9eaR1PD9|h_7!n)Lz4>w`j znwOi&x{M%A&6}IRpN2nOj~lY(zq$V#QG0W7nv=fxayTt{`Zh?Z%L+35@hHGp^FpBf z_ReWu`sAA(H?!Y|6MzZ7%|MZ9A;+?qZC=_T#5{eJ(bcmg^WZf1|7eIQS0dtU)K5#F zm4`a*Oe%kJBEpO}zWLx(m=Sw8{nqgrO2YmgS0ThYJuCSCD0=0Y#7-vWvNP$;Ew~-y zD&Bb5YapZ3RYLb9=HYQB$=m%~2Txwte4cV))^S1Bu_${39p6Ra$;t7t2>Y}!`_GK* z(*yywnfxHzEPkW}+>S+l>Jg5aVUC%YMCBn;GUC$isM8Q3Q5c_D1ry8M}4L zPx%i0&paG;MwmZBMwD?${$WlYi6WFkY044ffy9aZ{UypbkOjH;j!2er!CVdQ3H4`3 z%fc_P=+Z*GTYQgc_uh}ieESsU5z2yDcuSy0vivtmJb5S!tHjX%wyax`U)*U~2hLZQ zC_i4ue4p~;;?F(O&C8418f*S@G4;L{^AmbpOu+eyDa<>zeH{HCjQxLoagqNnkxzPY z{$rK*z)N`BAQEEx+@D+6#ze_rMx&Yu>DHY7cVDR-gG^e1e7Kct)wRaHX^CRs43fD9 zoB-=Bjg0|hJafD?uiW4Dn4OGje5bw$+->;*zbN~1*By?VHSqTmYwlOd*#Ul|y&4hb zZ`;&&yUJgzK+vv$Rn7NlMeS!nmjT}ghRkL^;!Gj>5Xb0v> zvvYQjdvo(Y#AT=WLobRLJjwQ`sUZ|79|Wn$=a(e{o|3x*MF#$yL})eC{OksvO=cin z3GzBuaNG?Z{bdB10@0Xq$=VJaCjO z9ume1rN}{y7Z0c!gd*II1g=fpF4tE_HFRkqZB!9W1su9WGPPH$J$Pc9fW50VlGyXM zYh#|2R8ts^`Ye0w4mMgtxGa>*4JzTrG3viF`}^v~nr_X>qF5~5`;UvJYm_IFB?I>A zLa88sG!iZar7Qc^jrwABs_z!+Y7R{`8)dW_Z;0?eKG-sVRF0l`<11k>hto%?9t?s} zLJ(4!e^{7=l(sb7c#|Zws*esW?xl1~)WyAah}*YX#vI<%a>?*Zx@9G1>=;-nZ-P#NCUnWJSD#%eF5W7F zS=hrG@=D=->XP?z-MR+!l<5o$5iQN6-e`iAV}0u%NK{F%AuZ*=2+f`e0TM&)Pv6%N zcZug|f;=aXY0*6=+JqgAx^KnAGlp@Jq*Iit7&%~UQ<9u2pMcjN)@r+_sZeiP!b;16 zwl`nk*glDcvO*fMAbP`TVut@lfN>%24C|*0*hbFtu|F;I?FQfBOPfJQU<3-;Ie=+{ ziYCB0{E38-l+-wz&r#^OWH$MlvqTPs3k40a9_G)A6pHNad+n;d0e0Nf?gR+^cJVf- zh?d;wS3(_UgJ7__KdD+)K;9$Hws+2AAgrLq?uTteysj}OkO7989((yf8e+E0%)glm zlx{*?K$J_)fP6{$QK{pBuSAdfc@zBTGz|#lPd4H=2)Ze+>M0&|mVTa18GWn{`>3S= z*wmmIO_bjTu_;`7!fA7r9)*Sm26Q-{Y@VKAML*aMs@1prIvW-L z_{u1kFgf4tiSFA&bad~8eDdDE@O%Yqy>Q#6sUk=*63DFcvRA_gsv)j-+eXsZrMC;o zE{-#kTwpz)AIs#?=06gAo);;8D)V60Xz}|47`0jfO?dBr<1{e_>Kk?dkChu1UY7p{QiWky6!4t_lNyKR!);xhE4&UL% z(v#|uYbcg1H87?b)SbQpz+pM=ypBHlJnpqC_(}Y$0!gJz=uhy|D#YM>(PYTeDtU;F zsh~E%!Fi6k5@l_+mhXMt5Xi`cOB>GHb@}6+dGAi@C0C&^AHp=$ClH*Ma=Wwba{1$E z@Q=qnAN!8**%i}ppXn_6_Hd0jCDFG_uCt2pr+lSo;kiZ{^H(R@gR}MguWXtU-+dS9 z90@LVjOh)fhVNv{_X_D^DivuOL%7q}FZmwZ1dPSTc@x%4=H-UlVdb>w5IyR@ga6<; zdrlQN?s%7g4C2&?IkF~D2Veye{8M$8uGN^=)!`3b<0OIh3nhVwny7P{1Q!00LKFUy z00}3B&R3QEIf(VOGC%`m&!;Q}FhLV0Liwd}&td=XeE$)&b1fk>kVfGUuVj8W-tKZV zis6m|aoZn{#w;i#X-1}o*J!4QyqJ^DY+fSuX9fMTKdc7&s_USB+E~i8M7gQ<4~dPz zzd_rq?`~4HflJ|JBqsW&Ww4QA*XJF}7E+P}+!@4nO5lcndTx`WK_-L!O9F%a&9I5$ z#@FETKjcPVTXCs*!MOfIzV1hew6E@DU;g1a||7;OS={bI|0%WoV5QjL?nzK zDe$UXs2&dy$$C^8#Tt^lGg+Uz{YSfb23(sd2VDCZYIWtP0u+c1K~QPM>haW|TMuZr zjABtZ$-ii?bHyELqvw56uY8Qx5g<8R@%X=j24%ea;65vuNV<$S#4t?Aakrr0=2b~% zq7%{r+PB(S0<^PirOnO>ty|MXr?}(SB&%E3a$Yt^pnO_4WnwumPE~JV8xKIKp$-}e zs5NcmqHO4NkYKpoWg9nTWd~urtIr`ZiUIl?gJ|{mB;Bp~Q~nybt$Ix}FBXZwlm6d7p1g8qZUcvw|;vU$#^oX}sGe?R;Ttp&&{q z(s~4jiIuL({8M_|t02tgjy523A&{WX`x)1$p#+e(!tVvHf||5rMw<5eAuK%3#rw!X z5wnacdrKgdw+Hz!{53FiH;X}k_KTvNJh;j27RrND{O|da++t*Q20+Mf9?*c_UVO;y z#Nm89^|$#p&F=Y{{Kr3DLCEb?H$3ccN!+?AOWa!Q>-1g?lXnyyp`F;*d+Xt(%ssU` zm5(`Ysh75$I?MBPGdsDRm$plbukq2(ukU`6RYs-GZI8;kOzZ`K6x^&7+%CWcq$U*I zZu|-fFR%R`IEoSY6&2jLeT?%szP0yv1?EW~t`n!URDO4h_rb#4ToZ=80JPMeeEx0L z(H`Egb>f8v)S(Y_clK1<2GJ~i3?H2JZ}TWhxXk&^DF^pSzXqslD*_`$`Ji6=&oX>{ zxWHcDHEm%Tda(>{5Oh9`8c!o=v)2jDT3zGmPvpt~?P($`U@srIo_!<8XN-JX za%QXtS4et7LUX&vlh$2OOr6X;AKVecV9r7O`K~gBXxQrY-e9ABeUv{{^Grj5XlrEw zGka$N)fC?AbO0G4H~$Ae;~mYy|4G-L7W{ACaN+(UzI;N>USk1TD2Sne`+FhSp;U$^ zBdN?7C?Ul2+|>ETkpE04P>OJvMHbSqokT{2;-P^Dem?@bFUMyme3 z1nXqQI*b)ktIV6ISUQfC>ENZ8E#a02>0LspL-uJx+I&iPjV=#Bl80kt(;uNoP`N-A z)6=DFwPhw+-8vXNqdAsGHbO}f2D7I!Po^OgB=Ux%m~`qRp3B$Y(_sWP$yqonVr^(h z@`llyk73xx`F>O9_H5+7eyR=s%dsstpzP)xS)2m@h4}XCYED_f>!(zG@aD(^mVcZK zf^ARRZ^TD01)M};=%p+aYlJ9hf|>(+*-7mcIHDcuf)X0)=aBBDQSTxORvKx91Q9e0 zvZ(#v(6r=#sW0eeP0F(7!TxqD^YydIkp6yKxU9ee z6^bv0(ntL&47^lfQgMJJGE5$r32Jfn`_D|}b}RWPK7K>9W2O!>Bez7Cu!9{;jXLUs zG;EZNy6l^fW&Xw{wWiL3z?7@OBQ|CfWcZ#+(5OqqQkJY@O&6&7$nwGFdiYt#G*2tK zZ90Z{1+X2^f_a$5m)WFoyz?DnXaVE!6-aLaWNDP0Bxi8u5t5LpSeon{8&%bt)-==i zG9xP+fB|qXD`V9}cd|M5tj(|%ia}s4U}o6L{ZJc<7mzCnRI@fPA{QXv@7$Srz{jeS z=53;hRaK!8J2~mbmC468g4AX%WIDlSE{#*XD>|*LrZ&>qT325iQ*xg9=X`_ie4~1a z6|Z~+2|}K}u0eA`h1#L3<rgJ;4y4fORiS!m8Q_8Rx5(U9-GVTk~R! zn8TK~i0!dKq6i4ALXPTK0m5QJe#=@WHJ75wi%N$aQzZ~(v=r(JEsR7-8LBlR=2wLA zy$I7_)bW7`CPi}6fnF)0Qi%ojzw9C7_gGi_JO2~V|0D0{R{frh@YDS3 z-)}5?Do>v#7X6)dF_TYEEld9g=>J~HqQ8B8e6;apv*hnv1Dy8eonr-`u3ZB0Xa#?& zCkEP?_@BAxUsnSm0#f!rH-|rNexP5Ph_5a9w^qD+eTMMr@~s7L6r22c5Z#rzeKhdu zFD(uoy}hZw=IU7U^{fN{|JRQr>z>*#T{!sm)(f;f<35l>K2IV4@t_IZ6M8igE41p9 z$DESrE)z;J1#yYG?bFYA&!wyKJ?nHLO9rsCgKdETkvHH4;9qhxOW| z0%&YpkWHNN#os((of!dVne%k9quDg>-l+Pko!;$0B>MK{ ze{`m$3%q7)KUj!Ir&iHhGL=tx%`Uq%5a~ppTop>*@9xg6O8VJS6jl4h@A>mVVg9QL z8i$-*j+o&hY7wCI{l*AWkyM1c&d*bYdCNU_~;a_7md!p3fbK z1pQB0((p*e4ci~)O!!i$j@NceN#>>^0LUzPlV;8|x$a+c%2)ZB?-k6PJA70v6dEWK z>~H{iJ%#T>)Z;E#xTV$v!e&z6n`nyPbmdg;rQeQmwvkY}^RkXULqUG;0M@p+?Z1vm z^l51I)6~k#iqJf{cSJ8l;M(7X>^Tl#ED@gkmnzWoKBU$7dz4vHe8FSAU^twk{hqr-mR?nNX>X<0vGnfdpE)=E1V$#XwfTp;)|)H$vQFK1 zeLzh6Vyx(uTBoFMih$e01tM&-RuUOXj=4ZN5-!B%FNo*6GJV8jhX-_7>RbdSB!8 zzQ)Bz0f+sNfRi&szdbenlAVx<{8@tC5VJz@Npk!-JDZA; zQqFI)n>W0#*3=gxDZHGii5Yy-oAsj$aW&W@I76$`;726KA%gD7Qlp>s78=G;*sh#o zG8g;ayB19e{QgHc)m3Vt`9`7DnaIHNnV`bo>w@=|zXU-vd9cSKYxPq@7hnwgZ=Ca& z9myHhztvR|ivs+iStLVCTq};eNqId6x)$F1xzJQQdSuq+@6=vY0#b-ZCVO3G-yJZkQe#~3_-Unp zdr&QE(yACm;H)hzs%Uu!aKsz#d*NwJ!o}6wu}O$+#wG{>`bCwWN+)vUlHjN+NA_MG z*=x@U<6XGjsb?FTmtN$GzsNsqvc#nkb^67smY#W&aLD$?b(M5J;BVw0lGAJP#`)Jy zM`9|)BqAT+z(7~STdM3!XSn6JyYVOMU8y#F!& zPb)oIXU>Q<7@y`ZaW$DSJuTh2w&I~q6gzB{zhqYl1-8XL9vBtV9p2_vI9{Ybo=_~@ zg)HGoG`6a7kZ?U^0IB%&Oew2*xKG=Up&{kdXU;5o9OefA}YJWSCzxbUT5645=e z^Da2}gutKsET5tP$gCla??XCYhnH*~2-4v#I(05!@s;tVCuOw2(y zjn!`Jp2r9+;)MCFC3X}wY_g4h{KlLi((rHiEwpMJ{>Ri$Y1n!3KCO|6{Cf_7Gz5Om z3mMc!AV1{r;w)*oWgjFOwC*TMSCz-(ycXr7)hkL9^&v$GAiD_aY`4!T2)1C>E?yBE^A|jOYQrAX4XLn~L$fxI@ zM<1d0NnjtCsb!&f#_BOW1`^f#pVOA&D^DwA~fSm}pfSNhWW6|ua-EvCFN_W9~ zRDA;h*IMpO=6v=e+B>pm;)q8xC^FVjr`6d-DKr61& z>1nT^*7px)rN!Bl7bVAlpX|MKsYmhXyz%Bp5AHzZZ;7;iim)eSn#K8Bv|AzDO91S- z-BG2#-hNF8)6R=mj}Vr*nz6{;f%{HZ7&(}h8Z8F&klD)@_C#JB=_i{K zyS@O!x?M#GRBkLr_abQW34KTzTy@P4@-^EY=mRAgczwuoF-g#d!bj`goHqt6nij0E zyOqEXVcy~;U z7jMJ$)7*PDjpeaMeZH9{tY(So+F@8s5pQRS;z!<}Wc+8o* zMl85BjWzY&aYi*~iSB$hopzaP@9^KWyZ0z6Hi?a7aZ}|)o9RGq$CpncMr5**?zGxc zBtbrZWOX24;2^5Rgk|#LTh6!>wmad3hR6zSHtJ-kb?)6F%qiU`*@172g4{Wgy^Xg; z5=@pffUQ|cTV|%Ru$TrpKkRDuq?=l(v!FN#d7(b{8|A6J<)+M)%IJVt94YGoaAyP) z=!0Vh@DotyDnBfX(t#>?;|4h>Wdowl-x9pPm_cAJX_Wg5jpw zqAN;z`EZ0P*26A`+O3Q-;szNQ>`bm|1;Ie2DTPP@ouZ5=ROZzsi8(5b?207U#{Dyb zw4#f_x9p~+w1$SCHC6Z4lq$KfO@*{p=(k>I!p)tm;!y(Xb4&(zy}f;I(cf3#aCz{+ zutg;-Y2~fC0exmew&YiNoBzVDipRwpTpsjCEu~pLuo^gnbZs1&C~f)z3MGU+G_)^uQmI0$zFY^r_J&;KgGQzCRH z8b8U%3v`7sDbOP8H>hGc>7!VpXNm|>Fgc5<&s(Ts{R9H2;#{+AgD+aFf&hFbd$cQ= zT97f)YC-TtxFFg76~4E;hpBFw%C@2@5efekrO5IiC@r)_ec2AcBgOBUw(~a4in%}hXHl$)2XKHR?@4M-)vhE-SPERZab9ccIP76Jd=(<%C>+1;x$D*Sy@@e zTk#&e+GSQG?FYnD-jkAUYTQ6b3$yoDoxA5cwriV($`W&WrLQdDuNeL(PLmb8)=b~; z3?@{%C{f>K^nBed*m0EBX#xwY{^xDFZIu{Hr8tWt$uEcgX4FQeiewh;v}EmC$)l~< zCq!WO&7{fAWeUAtU)o|SB)=Nl~K(2^4lPwx}E*oji6UR&m7+^Wr9ZY3m(6K_5OzR<3&4KXS0qq{K-NtQ*z6 zgf_78xM3I9WN=Doy*v}yZ0jK`|MXJu(wRad`<)}rb&F{S(Gy}T0=GKrLbp2A2-|i% zILB%}^uWhzGCT;|KmxWRaSv4&1&OWsDQ2rvzmzX=;8r9dAV9I}#@od}bN` zp~%k)zxdd}cew0&$7{X35VnmWB*F>Vf(LKGm5Ab?h`k*lHq;)Nh@RaeWjlIH9MPbf^~rsZ|2O?oLQs8s8dt1oi%WL(lTN{#W) zjXkZWS9opX0$rD%m?| zBu|S?I(idS6bek;y?SUmf5ktqnRPY^=WHa6LfC`J76N-4KMo);A0K=9g3AYeEC*U1 zP!o$pfhr%l-$Q47FVGT|DYDfs7-z+SdJHhDiuSZOQct|1I8BM@dQ8Rz%Fj=p-mB6G zX)}p*8S*O#~m`JS}3Ljq8k|sQjKG3Pk)poC+I}y}7fgHjsf0SFr zW1kXKAxz~Wd;7k?*kVzwNI*KYI|9adO`p6Xqte3 z%Co0xl=tcIwPNF+dV>#M_8X(WiPO7VFnX1?t*}4kKX&0@_sg#_4Y z0ZALc*Eega89R@j5Z=gkv46WGdfWu7K{Um`1agjfjp9;mJLOJ&7Y#p0*9fH}9JPsa zyH`5}UNnnG^_DW2ZOzHN#J|K&+L#dqqH_3zD|n4kANCl1KGd`Oce{;g9T7Zb?{t{~ zVUEw)ab4LbgvYvc6JSQ%hyg&g=w1Z=`6oYvNCdp$cO&Vj#v>fZ1>y$3!5;U2PLoK; z6QBI3yJ7qT@%RD3G#W}$o3I#d7pazceigj|13@MZbZXu zI44lFF5-Dyf)VJ;o>#Df>ISU(`sp# zWd8RU+5TOpz?Tp6k~B-nOQfoT-$QTlu-`_>iNKevf&cR{gfv<-qLQCAjQ+_Mh zaubrx*j}U82;NVG`KXlWAMf_SD9Du1R;OkDfAxK@=5AYxtC}%Kr zK>Vf$`_wZm#5dPh9{}9>T2gw@oCN_6SoLZxbT0+~g0PQ60FUB)qoRlli1JvO)J=+a zqIX&dcyv~}$f`_3VJ!7BenOlUd1ds&C~LBZ_a{K2y*tL$FLLo?}^MK?dh zGJ53vPJabwpp+~mcdj+Fh>;V8i^I5&S8*D@Eh~&E(KA@f9#6W zFm+lDLrCJpN9NLGLf?`y~4>IjiN_rG`%(S-{5jm zMu)C?~@TaC{}kGyUwls?dj-Vh4!GmHrrFU<1tFszk*e{@16L^kaUx8eRRy*Q_r zN){`XUih!S#Ht1g$6dnkEInH-6BTl86QTUtHdyN-I_JgML|ry8?9;?6eV$x4C~~ti z1+;QmZ}e3lXg%ju4!Pd!#8$~_01>e)R`ZJz*AuAagP2P+j^tJTFqqeIS2&-9oX@q* zs)Yr7eVj8ipHvQ&y9rzOspFB?GMJPRvk0Or^L#wz4(pyuUes@N!}YrI&vKBaPJVD3Q|=~sJ^>? z)(23)gXqB#n#umL4PCIhaFTN@^CQdaA_Xcr)bJungK|khEB=AwQ*kegKo?LOWENx7 z>=RT9PqV!$4PsUa{~kyaTX~s?zAs65f`_Jl7Uj~bLBOfiHYwXM7oKAm>ioY#LAi}X z^#2!Hn^zH+^e22PB~wk^h0cGiRqE>%TO~2|J+les;a6W-=L(yBwFqB38VMPzR`f%J z82JoWFdw9ndg^Pts$mNr%Q!$}AwDf!a93yN435o=m!A}sL&Y!Z6E8xNCl`(-4^mtJ zA(u5n5^QTG8V#*sHR=qmRKSk>qdoT3)Xir>qsI4CVxbg=`efH)yW z?c8mC!H7Xk+q(-;J8;-IhOfN+3FvXtsb}kRr-t?@jG7P+SyaER&S5a{y$stI(A07d z)OO=`ghSjzY_RZ11Yj^;f8LVc*49C634qbV@`vO;?br-{B4#>^r1(xIMU|xScP`<7 z4$V?-GV1zX+MvasPs)e4!|y_;i}8^BRx)}YVC*pr|JMB@Xzzx|FO8fQ_AvQrVfQ)d z=kqzZ6Q}#R&aWJ|KNZdH`%b|B@$=jtmhr!23#F1r;U?HGd?vMJjnNHnkPc3hR6Pcf z3;o#}(R$$b?t0`&(+oAKxz9!&P(&k{)cwXU&L(ua-gfZTb;%hc_I~`$hPx=(DQ<*! zAZ->dQ7=A}helKu9A924g&O_CkkBy=HmIe*rY{NficMS{MLk^o(K`hp zTvtXsibmXmgPQkbBXl4(l#WelEG>9=$LcH>Z1izI_m51lNwow-%F0Vp8&s5rG2e$s zat!XEb?}%$DNk1gQ|M9))cPEhWF(OLr2EX3{fn4u9>zYwZKo(41-|XNJ~wKzHQ441 z&AJWN`6wTo#^y^iBB^ArFwQGNLjXgs%pwH(cxl27+0L8={-v2NpI0W}2}egq@>|7N zQk!GSyheHJqOfRbq68(ZAU%(#~3 zr5DmGAz!=1gCxpnNNt?VSlwl}vG-XgtakWTLNGkkhL%lXME8^D;*bu-gBuUM7zY0F z=UxZx7`nIo`INx7H0+BLlyop0DC{k7H&;>< z(?G0*+9l4QGaLk;{^enwFzAb$epCT@gBh|Mm^Q|33<>CGwsV#Mvi9=Ngs2RDauIv| z>qLb&Ut00g%+$kF_IG?ovR#T_H@f-ds63-A{W(oJL^L8{woGB0#&2n2OfR2UTGC&z zk<9MMT7izVAyG{ub)Mu}sL;rxb9>h79qDg-9ajurG-vSt5^c|3gl;4W0}>uNx7rY5 z&s3sG^&)hoEqN}WTx~PX1R{5?R0se;e>y0vytw$H--FvGc5ie&JLz$)3QzbH+yTg_ zRQ|6BGFlN)W#_Q$XP*lDAN;htela(F*FAp)#HQ2ViEOr@MZ?k#0?)ZjT;tnE{1RY- z7k7fUVhB++D&j)!qxj=OwhfUTsoH??AO?a=@R7Doe6iti@ktM6N}2F!!){-E*2?1U zFY5j6#cekRA{4gU*!CT6QqZ7JZzbdlBE zXAgVUUt*2;P;QK`a}N48Wrw<%m-1mr-Q6A&;{D||EySFCbJkwwQK>e_^OBZ;%>;W0 z{RgR|i&+hK@+^e`&-F;mO-f$K2@lo_x-7w>BY08Nx;W?~{-rsnd`E&wdgxR6Cjdve z{S{0;acN)&yC6m4v@I1Yj`PmPB>RS9UlP!=rGH|~I}M>)#uU2HX`Z&lf-JY_jKyW` zR7Jm6o075Oy*M^>87?-dU7BD10Foj06a#ybBbF;uWWXLngF4^0Sh@hx zbZa78(tl`L&Ylve#+TBqW<~{WnjWQ}Ar&A~BETZW@MG^9Q?)>pCOVHC)xA?cMJOz7 zvpBEpfN@>1D{m)HP4&!+WYCD#d(Y8ksjlZm&>2gmO8lmcN1>8^X7%e4X^f~?zqwBm z@wTbcdM!@Z*-ez66-j^>Al-8fc9%~!HjKH7j9^0J(qy#!K-nZ;LJ`E?l-}Q#`L=e+ zDd58Ju3s~5{QdLXCm+A0v_`C~Mq_IYQiTpbi-F@Mk5SQrvx!KEp|(b*tJ>+#R*NM^ ziPyJIT28Gg})>D@fgDr|oCR1@A_%)vd^*Ow+efS;4Ed`Y_`@SyC zi{txv&wisLrsU`xD93f1tzP#)#>vU@odf-`W-=g%U~_CCaAu6gb6-ZCLLdKfl~(b@ zyIpR&+m@^JcBdKyyvXa=3a=nE$nZCom7m9n*e}Mm_Wv6l}uBNk_Pd3)`GBPC8CTHpgqb=pc?z>IU{~sGq>0OzvQ*;p}xEa&-C{(qKK_jl6#n zWz9Wl7_!dF1LPUmCEzc(dm}okiKe{LV14@I*`4%G5hdBF@H#1fJUtX65*?IFwz37t zO$78+){VY)v)wj6;XjtRi-tUJb|K#{DV96_IPiJisms;iKIKpIE#QWh zY$xwRr3ni+Vy|<-J$Rz03Ml3P^+l^Cg;4{fBe9HQDuU92XDU6)xys3Q`j3OqSaK4& zp~^K^nx#xbZQ1uC`_X2@`g11!j!}o94&{v;6r@5XCf#plFyW2yl=X0+&dX=4AA0q? zS7m$!SmL6KF7Qa{!sy3-pFxNj{ZIk>ATT#IzBGh*=x81+62UtTi6L`xtF66(Rs!MrtbPdNo|hc?rmH)V($@D_3K` zbVp-xc0;dYG%Ou^G*#G=T}mE0T`1w&4mj|ajlxMUEF5C1gCVZ64rJCjP0kEWuM8vz zYP_3{3|4Q+MT2&bz-sM3S7d9W9y3zb2rN4XGP%=y{jO;WT!iMi%N%(v!%kyuO9YW7 zNL*-)6;?tzfL(>X{DGQze-@oO5CIhg5+O@ivw5br-}9qdo?CNxuRBI5RjIlBF}e^T zZ@lb4NaC}GP>D*ORZ=`Jpog84sIWl+ z)V$DJDPqQw@xl33kqK&6{T+di-Mae}%PlbNuN0(5&9D0LYYoW!p*BY2Zi8R#tUgo4 zh>WElWv~iuCQPVzedBE~#TrkTjLS+%E3E0q@_lXA>8azso^Bbv=ph&u%F^FvmcRH1 zK5!6IDkS~hd%zX-amanjt<(ShK+XNx+wa&k3SzuUzc}*PDlGVOQ_gtr2X3rnx%l2x zTYLHv?1s+TY^*$ConTg*H@cQ-ax%OoM4s^(Be-LynPd? zF$n*djO}%eNiB;gya#feY_epdE!j5kaH`{Tnu(_&ObMPk{nh9 zM9*~QiwT+1@Y>fbL#&^#Lv*0mUKYAAhw^)NUH)Fbk7Ap=d>%wk@ZSp4KcQm3PyZ4n z(=C1Rs`|_kq1`w8>JH3043E=P>xvy{V8v;Gw+UlzB}&V>o*&5Nq0HHh@U0*I?M#~l zy}1fK=V_)wq0}AANZPCnL#t)ox2@#{vU2mycL^3MM-AwQh)r>6>$NjEi;o8)3n~>5 z*lbV^PBlW;Djsy}2!Iknq7}F)uU&qN%Ed_#5i6E46KsEixKBS%?HA>`RFSi7y)ImU zG?>t(-J|_XBc23t{M?wm5CCP=kM>x`O;-yCiQ;^LI8Hf1I-+B) z8{Fx>-|miNsFV1EIi0I!!AhEtrDm|(%@t1ccH7@Ab&{p#Zc!C+)DiJi>uG3{!Q8+j zR}HD(KXCNOggRM8p}I$|YQ7d_|2({)LNAn|u4`xbcIp2mu^pu>G|s`$bj|Af4f{03 zb!nQaM)F}#N?3Ts6pAQ;m#*PyZ%PC_pU2(8!`?C`ih~eIQe_I?>s8z0Jv?_SM@#wI_P2!K&sqp{+t(&>;0FwC>fsPo~hmxWOrU z8_*5T=UH7R^d6!bud$?2FF^C2w?mmwpE(XnM8*9RT_ZD_m}6lJgYZLEBZ_P$jrAk{ z6V1{BNd}|(5crPvdOO6v>)a-g)$n8G$iKz5#ezY94j9{u#W#P0+Z{FxP=H!cDAqgz zJnb@B;(tTVR(`&bsn=fJ*S7|*O-e9SLw-tzI~%>IO5E6nL@)#&Lo>2Gr#G=Y{L+0- z@dRh|mNm}fzU`i5^T*p0c}nArDVqJq%wm zr-(I`9>;BWBka|+o+Ba(eSK$@%suGA=_1M+!s#daHY%p33}+^`)_D33Py?CKyX%V= zW@6xEc?omFTh_ObUq%SXF%Rxysai3;s3pXjRKWy#uQ``&fS=aj7xdOodJYRLcm2^N`mo};f{FYTO?R4Z=p|+cBwOS+#IN# zUBYPaD>ey7C{+UFWHAXz!mV_CVhj^2pOh>#gM9RL%5U10XE?DV<<*G8=Us?5Fjo#h zQJw-vdkADuQ+2OOU>xUOoAZ@&-)DDY*j?N>ppF%n=UUgpr`oE_;SB8CL&t{~O$}6c zM&53!&$ow2o>Mdxv{P-KofM728{H*tc2y_;Mr#M{m0OB{Uluxf(0dTU@$-(K|4yF% zn(zMAFVh>&%+>3F{_>-vg8y^6&hK#U(5UMg8aJ2;S3Lwn-c$ecv)@q@Kb&uv9Eb?M zIt7NmxBkx4*_KvK#s~iIV~{ZHQnlOisF%O&K9NpOD| zU*PHt@Y$URg=lBO>Tf%&`)VToV2Rpg_)V0QMRadLyE0{$f?Zw+?pWc#N*nKHqM1*1 zqqr6j_y!%Ioxw^J?-qk}%1Q=yu1ee|#YT98-ULjG-bo-1(=0-1gv&lxAHT~HnO_<| z#!;HTm$Cp@QnoVxu6VM^2UK`vAw0J7&TV$DZl;O8DZkV?bbR+@Ci4$1Xpep_qB*mO z1EFcdFUoIk9Uojgmfje64FcMv=v0_{~Icwp!gPc#WPMq1Z04eKP=EZ zHbEMNW!X{^E=vlw*CMzz{77<35=#8GUa87BWU{a#1zU3m^A@YZ&N{*x*Uu5Mw}rTw zNX-*~KSZH;JIsxH z{%gx`KfSj~de8`WXC>t}V6$Kd8~xnr0}Pe=J%&Yj)e0;NJuuEPkhWcKQ99JQDwkbk z45#}_XMKp2Oz_>Y*2cpe*FPZb21jF6D&8QFKi6-l6GKD)cC>=M+Df!Bl{IA!2}8y5 zV~|8I-&QM=zf&PK;hM<}|M}}CVN&|=eusdly#p8b)>sVJSsL(_8|5b2stpx%2%*7a z)Z=)_tEW)k8Onqd4jR1oz;B^1M;s-2vS=qBC{A+_B4}#6ZG**{LhvET9^3%O2;dv1 zgs~1t;*z0FhO0zUjQZ$N@jqcz{QiVL{p)Lomj>^37gI3~d?e=ACT`)C907DMc8`LB z6pjMDhO=akqd3#N{g6vfSxUUK((>WzBX~qlBXSKxHY&8zf|NQ_m_WBgtNZ~h!P?*{ zR2-QgaY?^Nx-&Bw!R1hhQ8aH2e3K{N54Bg6Zg6?^1nWK_nCf@G>qzj6P7Sh~^_o5{>Wu_I9gk?#z~%!YyOSpH29jR9ZI)36x$UulP>v z%+3HH&5kJXHWW0@LzHxzRMk2(yKW+&#^%#_)Y?^gZ4oABN4NJYVhK);QBWd^0-=se zTCt-(W;*6`x4(LpA;$b-tIoS_Y1dxP^Q_x1vsE9@Jg%}YJ*J&Edq%r*+b_9)#FM^< zSas2YmU&=@9jd#~i&R0o;8eTybyB1p=H@}puEO2O0}m01Ej0b8*=75Ee9o;9fAt(# z9PfOzMx?Wd81DySSF!xFR0aEcsPu>(-Ay|K;l+ zHp$#+=q}7V5$CzqobMVtmqHlH)lJ5_HEEwTT>*VhIyky_!0Z57YMG2lB}+t3GR5g2 zvnz6OPo4PM1!Z;qrx8;r@X z?#cu8JzM77v%9KpZ?C#NbE`X8-FB#V+Y|k_IXgmAWt1C?%lTjNQNUIr#g(~`kf)4M z{)IP-NR6_`UEajFTBQ$ZNpCyIUj#B{EAQps8Hd1Ijqs178Xj%H1jW&1qOOX!})Vm_tK$}zjRn%%=}|o zB6!$zECP|iS5O{_WI5YoS}r(SsFJljkiYZay;<6Ff7!v$J4>}ue7#s1V>G+KndK_@ z9)jjh^z4c~LboBT$cES#`ZrUX_cEzc=l;6~g&aemR>fY5>CMs|m@QD$y@^th>(FYc z_Lz2~JFUSR#lz#8P3)f!yL1WS8KWc~c}(x=-M+j3cC0HeD*qmFHez0|&2@7FVoyb5 zNM~%rW-JPs?}ls#PBLU7qFEE}!;I03^b045ga@f2$kl_2!J2`hnej@$vQu&N*iQV(TPl(!*I+nO{m)13yIqkUBUAe8k zXZ1iMK*_aKWgpAt)q@|Htq0S2^k90`dhkCC>cQ7Dz7laaRD|{<^xnyFu1CH6NG7aF zbOG>BQJal2VfHjO$O(M%Oyx_MU1^gZVIHrItkNSU!Ilh+O!YOg0<)MU1zC1ST!^Bx zo+rSo=TSfyev#HXldNNOl~6TQQ`D~LvI}!m_%AOv4HM)a|DILhUvw%wo>ztc-YZh! z$u$-J-J!yhJ{6vPGZpS#QHAT-Dm<=KxCa&f{T}d_zLQmW{2Hq87hj<%@zpaX)}};H z``-lyvE(Yvo%%b}+!?$qbEo*G3oWs#S2A{feL+hTf7p2WC*CLwz&QSkH?C`mwe7py zmU!fvALX^PB~E`^{V3Oz-!P|0@)a%6y9RqN-|x4^=Ddy&u5 zkHMH;TMp59E`PnFY&d{R;Kjwl*9d4ULvAQieI}d52#Q3<=9VrqS21-P^4MKvlaJjc z0Tiw=NIFJiOv5z>nZyCeAsV1FbLLyNAnt2HRJQ==LTo|kS^(W;qJb8~RSR14v|vTm zg4ng-Rsl*}0iKQ+Ezng9qP`Y{bqgXBN()lgf^BBH$t1Z~3hm zcHlQ)L1t&vV!3{w^|Epy9tlM{?-ZV6cJux+VK?t5)(pLF_oAJ{PC7Z@;`*c$%47GH zDIdG9Zt^=Th}9W3`Tu5#S{T z=%^u}ya4W6dAqKoh= z3kc@lpd7aY>j{3(c$VZtWZMP~v4+?YRdTJ5Yak^>GUog&CG#vDBYNZ}+6z4G2VoQ^ zX(Ma4+MRr80aL9tVPx_z-`rd<_~%gHpI=+n%=`ZQ`(@2e-=8lm1LbwZ%zkqP6ls|NhN5AKC__=*5UW|b=%5twDdN&GAD3=lUpv?M!WgP7eLbQLM|ks z+TZDZx8T>yXWIBeUR3@ANGd0A{^cuZ)D<+h*uYir-)^WXkm9$Mx|O*aGE122(UNOA zEh{)^JgkoC9rJ)o{J^RzGm}H^(0;=!wk4gfE$42oJKJ!bZMdd1$R0PRmRxu$bQQ#^fZvoq5bXT&m1Xr^+s@@fg4rvIe`cw*TlVphn4j44BYD3GHCIq$I z!&c;=@v$3Kpo zS!4Whe-&th?IXi01$bzwpz|yhGAE8v#ig7${2@o7yt5y|NHE(epnZ#bh(v=BCPWH* z;p0r9&j?F%R1jlGae4aVRc?LXZ7REPZ3Fs>HlPkj_Ala z1P>o1GuXCzV|q_ig!nz|0|z*8sG&#IDk6xgReA+bWD~?nN3upHxZ&;cbDQ-FB1dXM zi;`Q+KI1ch8u&H&aln!C?euGaB*8K@0)wnK0>`1+EFbf$-7*{X9A;y>r8}m)GC*7< zSKb@Qz#2%@EU4G^-q`ZpE;+ErpFXYfKY26nkp@R5$iJ{WGlXd6Hsgq2Hek>3#`LpL zKf_zd7Eh>S+ESWC)i8lQg3=sdRl}aF{{s3WP}zXh!%iYNTN4(PkV2WDDf<;umS->c zAVH}+oeOd=w;#6(JnM>*Fu{RCedV4g+&nr#oK}24xXrpnoCDBpi4$>ERbIflRVBrUZe|M|pfc zSc|tna;r1se^$k46w?9ZC5maH7|fS3<(Ya>kf0fn_QlmLpSCc*QIZ;I{puRlSdyTjmnvbXQ>BuuM^CWhwIRAP=ispX zmB?Qh{)pyGfizRZN5e7JDJ9x2mBof9gu!7C;ELcwr65-erWc;E z-d5l%6UxSYh8^Nqz?4-Xhg;VIoUnp1U-f{LTojM4dpH5%k;1iM`1xLQTL<@5wurjm-M8pmg%It9w6AX2?b&dx?Ubf%1ATJ?5WS6c81V> zU#yPcLr~$2Cj!Dj<-fWr6O39V>)@sA^ip!DuxwE=Hn4%fR|~h-^Ec`R zlNz6^ql<*WP1_l8W*9I3V9XD+@$G8bLrM0f!TTa720cQe7By%yGeO?McRrL6AmmUp z!wS=68}aeQ8+iQF)%ys;Z2i>Q2|l$}p1R#VwYkLw!wU)t9=XC zM%zte8}HQBo!b8BR@1Q2_HDfXfsIs~ZQI-~H~PG>Z5M2}Q&Z>ERy^a^&un|C4O3Ik zsr7t&gKk#(6J^`#9Y|Z-YSkS;q-tCL?osOjRulvG-kY%cOn}orrUSwLO`wVz@Bk>1 z?36=7Bb69O6w($Rkf00l0VfZCZ6%1d2%=3vwC4z-Y1$A3x881jcMb}oNkQO# z3ZiKm6hylgL}RWXnj(m{6NDB)6h0~M(Wx=5)-$^benfwwY(hRwCm+ZKQh9bYDU7go z(A&G{FG!6VG+ZX=uw;Csc;|-P%b1!3;OfHgmI|a|TCd8W#rY0#04ZYo)W<(9;HYz~ z{pBJ@XcZ_oLq*fIjhBC5%$~(G|AjFUQOarX!j?YFuKr7cpL{pBSc$wnJ53wCC}ZxS zOd?>Zn%kz8`azcnGgwOBV~LO$_LZA~ok#e2vRQ@o8k?Bd9{5wX6W8^a-o8?wisf); z>95o?u`o2A^cy~(WIugPbT<<4L;Gby&{VSF! zOq$qu!s;FQr5^)xk$8JjH;VL-$vmfDEEPuA1xR}0TY=R`TJ=9gu6)X=uP3cXq~DEY z1Kvt7ZA|4Gap+q(qo<~VjiXt)5Y^(vVsY}i(5oHWAKhxFCh?lbHri1PNdYo3*C@|q zX2>4(wmG|dY@0iZjv1<+!tIwX`FB_M12A?-9_!ds^<%u|%Qekw^1R#`+XXx91H9M6 zy)k)=64NvbyJeHpw?ew}^Mh}3RLw@)XBR=6=QTH@UZ!W-tNg=@ObZ*D7QGYhY6}z) zhZn69jLy}iKSz=KPLVgina&=vs%U|ZLRYL{tGo8ZGoMlUmwv<~cK>gGMmdarsH#K| ztwF{>-Qh#K7Yi+Vo>}ki(PG#n*y3DIi25efLyFX=6vsgscZ(538&I#s&}*saHFD$- zB3krX?DSf0Qs}jgNky-9px5$kyi-?qQm^IIYq^On_ZF$Bx7>87-cqvwH+OovZ2?F^ zs^_-7)Q(EG#SUi}k}!!$^FLguCy7^Ec6gJU$ZJiq%wKJ;H~7pA=l}47CV@+KH6P3` zkuEM7)2lOk!kaKH)5t${1GOE4Ek)!~;V)s9HDSxFW8-E`)YYKKzoh*a}RsvR_#Qq6I5vnSQuNwxDbq}rTE zstYOAOr+YpqEu)4q&hqx)ggXn<#pq8{6YY>lt-$JvCT`k0)#;Vxbn~|T`Tq#;FHXHzg(r!Yf&>^f+_VWF@^ zYHey#`=i~J%w&$O-q^yLbkSyx-$=I@dcCq!W}<9iwPcU(`VpXY<9G9D+2OIbW1<9y zP`+uj?AS*FJlZmy{Nr!t_qfGeXiS<86Xsi3gm)%PY(J(pnxXu^rJ$v?30OHi`GmLZ zRM2-F5}h*cJKHdEetI#sV=1Kx-PV9s;!l7dOc#7}Fu~SNP^&2H?3?*tk7Q2t%Y0QV z=71C}nF&Fet|Q{g4YElA|Lu&orEE;t8E@k0aq~FnEV}l2ulw|_;s%>!MZ+ZK1_VWM z6?Lyk5C(zaoinnF=Nm>;Q4e-Crl3fcK^?*8ox?h0S8!>~QH=9{STHbzEe_$ItNF%I zzO9X=$~5q$>(~|c=?`fR+tVM?n?dSX4dDWln+2P2Cbui@9?d`YX3!Uy20r@@d_r@G zql@FfGF~kiFOVdlWEn8w@EtPE z{BK6gby$N`%H0g*fAo5gvuU?&IT-_zW=zk-Wmbi2_=9W;n#i@iiG(eBD~^%Lnz{Y=|v$n9`j)>+5ejyCyJ zbTQM&o)roTvt(Z(< zuP8wkqn9F56xFA8{n4kDqX6|u0jjXkI2KB%(6Gc0V6(M7x(Hj` zsrdnY_P)A+KKrf+=yP~pK%f6CfIiQC&!Rzm;fjDh&tC)dxd!Mnhz4;bCGoC7VDgVUoL{hOf4MlelQMz6O}YRd1&}gaSvx3G1)5 zlg8g(#wOYdn2xPw!uRQ=z5L|6%f?o?gH626PTnDIu?P_ZBkrRxb=ZG5Hy;!B($626 zyt@^Mv<6QCly=J7*n&!MrUEFfXh#7;T`@3tcI`HD>VkGUv2=q+urJ`N?jFM3moE96 z_`1_d01tf80NA|o>!K}5Wqf{K{P2YsU2YfAq}Q##+f~U0wrd+KC0vcS`{xNyQ}LqEX9y0iEb}-?he*M zk&y})vXzlZTvN=!)9xnNpVdnt|i5_QCtE#W>An9v1x%9w}VoYX_G?Rc+w=B$om=8C*n-kyQ;d###Z6>p zEXr}Oc)cl#CB_st`fJVWi`SW@#Z6{OIXXW1R&!%NOXJp7Y`)LjXhtW?CFXSxKUBQl zlxB&!>EVZpr8sStJp53x#N1Sr=5@vQnbG1#vjjZwkpHL|1-aynkC_`E8u#AXLdc5G zPz`(HS3j#5s)4wZcbE`yy0^&BQbuhUq{;9o?+WEt$Pis)LS`YI{ngK^{A-pWCoO~F zBJmVH1Uz2dD_TpH2cL9R+L=an`KlKKXH@CjmIeR9~;))xEc_{~ih1*}#U`6Nh@^7tO72=EE<$ zzWj>yo&T__&z?JT(y@t#=B9CFZhFX!j;o(2qtO!6)fA7K(Ffmx#+cWQEAzUCOm)S` z6(dno4qGO6qqJg{XVpbyLh0&J7yf?wNf0#aLKJI0gZ9)H|8G1~=EEaIX65Nu& z@_?+X0SD(2A&DD-gVPhI=3?2O(7tNKuNl>TO?>;K*DGtpz$Q+nelcYbQ##nljE&4T zkCxeB$D6#+6ftF+Q485^Gjfs++*+5xxC4ALZ9o~N)|2PF?6URtKT`>Z$$26gGR3L< z?|ux%$z?hiH$Srqb~MwV?J=Q0vuH@SBk4A$1Wk$d*4_@PAwTgleak8xR39%eWzlz% zi92OzqilVf#RA!@F65517$zBPv51>g`q&m>{oO&V(E=P@hj5EwT)f^a#LtLnidRN* z83UFt{z)?e$JS4k?Jeed1Jg}s%fyzhx$Xh_Y%NJ%hqy6A?!~!Z`J5vxJXIZKGN_6j zO}Z3D)lryN;$FN(1hKi@Ie06Z7c&Vt31DbIL#stsEMkcJ#jr%gFd||YE{4TKu}DO8 zolLUp#dk`-GeeZGhd`ROXhtBKm{OsH46LP@X+i)KTeeV=<~sb--m;}@Mjnv35ys9s z-@|}VOoxLB*-SlA$!2eLL?b#1gCUoJAd!V}-K4g%v8Td*&glu8?5^MVjB|Ylt8~sO zW%qySq|?_qB)r&(Gp{`6CXrYbssfUrQzI;S>0OlKMofa@4Bzg);`mYkou`&)G+e8DXELPk1LPob4g8%)+i)6j;^BFF%Yw(&&U`UK$oiQ;QY3~ zpMQ02f4|rkmyP6GH$jU#U;|8hShg2Om|)GOh_!HzRq(%vRq*)ttX1&z6|I7&uUQ4J zSp{cd#Of~hiI0~9k4}Lj!@jaPP#MKqGtNOViFd1>OwE z#s0zMU9E^172P6+iLK=*5W9|ZWKNmkyk}tsArbX+sN;}qeo;5NW>4efM>i?S?`_z% z8%7zjRPl*ww)1Y97~-z9>rN(1Q9`kOp(+5}C4{KcCl+P?4kBny@k zlB(cQ_h0~^J`wbfYH1m>>Bbf*O%ckCXUfp7m|%+2$JB&lN%6m7xR+pzyz|5clB94(l-@2U=AGu{sSoS3u`o#D@_`(tXt)q!@@)pRgd zuTYGp6tK|=)~I27`peTuc)_;Dp1|?0FHcLt3vApyJMYxqBa<6vzeiJ^yhruUh&Tm~ zxgOh|Lig>G7`|c|6V1)f60C9(l$TI;h-wR33M|<83t?@HYV#$k4G19w!jJNc3~p<3 zyTvsPP3z94i3g$`u=qQ}vqn$({#KD~G;=q1aO~VuAqUUDySiVC%@L2KRb-o=$u(cD zXhs&rZ8VA`O;I5Korr1Y00wADx<-+9^O53=342dmIL~M=pPR zxms<#t!oqlL%9CU9$g@d!E?TBs{Jv2EG$!r7w{S5Mz@DV*Js6`wGS+e*Y(X&r@ z-TY^;mVO4QW>`$P?^A;QKdV>ir?BJqmaD_w8ucuXzh8aS`(gDvJie&>-QXnN>&bjM zXZIlh@3a5fBmnX_s;hXV=1P6Y-5->VmHIhc30d(8cNkzjHH|;AmH4tJ z#xsqHmHL<~REHDkkBNPiw0~?B9TY=d9kQ}zQv7Ut6h=I2+$a;{$&?EK0W#~RO^%*wx?Zoqa zt$huA70(8C1mQ_KGYj**1uMwEywWVdKMgW|XEN>&VpoO_Su_9RA2LnYXPQ!UMs?n{ zfxXQ|I(hk*SHi7uUV(P0<-(80cgxFP?elZ!X@K*X)DCy^&y`{i&3rfjb`lRsCQ3`Z?DMKfeXCPGQijc0@LMX>JiD95^b z1QQYaw+3bq78{|P6iZDgJ(R9-EPieA;!KWy^-Va~i)|gfSC}k?Cjr0Be(7T3vA;!| z;w?hS(4rfLf-jlPnM%|#speD8BDABVt%wsI8)USMvFtox0Cm&L{K0hP>bihla8k55 z-&&k+VW|Bu2xY!?t0@QU4>D|jpx}fto*m=d^8m5Y60hnz8Mg1QH5q1IhFQlb#EG&c zglAY3S2NF-3i2j!ZIqTVOH~br_mdlx5N_)BJCi@x#B{<2#N> z&krtIqyC2nWqmdjrF|v@sWv{22cU9-m3lvZ{grwze@!a!gZngB)q8a}|DEfhy^d%+ zIHsS~WmpBAJt7~OQ=S+Vgir>}5UuJcx6Wd4zklaDzE)FliF|9KKu0n10TaULV8eDE~Pw4fbjAf8%(szML#* z^tDqOtv@uU_50EKbFTGgJ&D5H1JN=UF5%8QGNFsPJ%@#mp8-QA5VW3i$jj_)e?K%6)}G`TRggE*3R&;!t=rlJDws9?h#q+>^7OV3Zngu0*<_ z4L8f+zqWM}ROa~mPWC~}oUHyb2(^CZ!=LWEc6Q*-3-z5r{-qTdt#dvWLAx5dDf!88 zjY`6og6^&JHkM!nMhfQeE7ANKB&;KU7b@^);<)+j_lHjtssYpdnjt@76j z@q*tXw~V1oBM}Bk;okjb<=h?X=7)ufo-Y?d#*v;eDpd5tMIuCm6}TQgCihSSPxd=y znGOh-*P;LLqOwo@hZj};{vVQL^F$17r&Krpnd>B<0ZAytbbo{eQ0XDDwPIMchbju;c15t$HUeaiMaUwN3*hG9*_#lmNiJ%oXGz^HyX>EGUbe~ zlQbS!<=-!jWej1^&ENk+u+#M2j|g{@H)!CBDy!& zJX!+Q%Da2C48Mh%Kc}uxwMn{#k1w$-Vwv>g0i9!NCzc6%nciNs#%QbGboje$&lVsWOFJZbSQ8qtK!df zx@MkYPodbSG|D~db@Si#(WP?{t!RXlI2u*88L4e4)gx-_xY|(s`3@XXs59-=Iqe}` zRomV9oGx`PX8uu+aXVO$)Rl}#B}e6UV4 zY;L(a6XQF!Ts;w2Uog+UPL=6gEQI1^VnE8& zSp`q|y@HQwDfoz%f{$v~@)>`&#P_H5pw6n`aNIS`z6z%MD%k5w1$%s{V6UIi_Bvm| z5eKxd;3>KtUBNzpirgR`^m>Ce4LdCSmokj?rFe}x?=#9mhH}Oi6Pp#(PTw9(CC&I8 z_0&|-%Ti=o)2@^WQU3XOm47CY-QE6VrQV&&@!n*mo=TyC&I9II^hjodZFYZ^F14SU z<(E*hawXd*dG4vCJEqi1(MHSEFD9$}y{Tv>|8OFjT`yPr5=mD+n#hX&xkPpp#}fGh z9e4N?)6`C5`b2_H(sDI}SXzEPjJBUjx^|T;`enILSt6M4wA&MG52* zwm)@}W^UFIo_jK_Dn;~GS&{tLGg-J`FTm{E0lYtSrww@DTM3WE8ejbH%Oz1QSRCE=)pI> zGOeVwp56Pm)5`wGzpYO6?mUDGANkwfokwxvkNfYWq1Pj14E|~6U(a~w4DLKBch0(Q zJbM;bzfzZ@>6G*~wS0kOzT|Cf`SchrS9uZgK|#OctQG{UyIV*TnEL9pvX6e1CBaBI z(4>INbUcQUfu&=vh|{ z=i>@SX`W&G(KQNj4b98nakINaU-phSxjVcoOph0pOhe_Sp=W~p>F;;<6H+A*lj-aS zZ|OZ(GR%ryWY~PKfNY)zFS15Fm&t=6P>nd><`Y7H9o011}W5ePsbuCyY_+))AsXx0JZn`4q z3O8vK>Pqubn%^r;QlAIQ(^)68&-~rAvNzcie>bi2zq2aqZ~8Ji4(ox-{w(p*NxA}p zyDEm8y)Q;>~)pda=TZ)iT zR2gjAaPjW`FP~ERo|Q!k?47H76w3%er(u0&2%$Ma3y_I=DmQO>BN^O{@nRFjn(7GVC={!eC;-GWShuqceX5-w`vlOy-}f zVQ;Qh9canC^EZiC%LI3b0k~I`_4=N|&4o|+5p2R4`$aC6?NlyU5BjoJ^9;j1k#Y&6lPXl#gr}++>Ijg`#GTBU*3W{BM1f8n3E8**Hs| zaB#A3t#!@8H|bl_C(XI`10S_=GDLKm(?d%)x_qvy@`YRWZp)Gy+&TO zKKW;vsq^cTjaRKtTp3gWvsKCWst!5xp;uRjxbj{l9a6RKRn;N0oA}Cf$Yq-N%5=z; zn%MldH}Nt$q`#5h1|9P1%+!7zGP?ucZ8~J8(jouM`aM`np&TH@{M}wWXKpHzltVZJ7G^9 zI7#%*&>s5W$qKy_=mz0M<*&V%`9?hE2R-7olWMGJIMdnzugn+{v!z>%RMxnpD|}=P z8*C~y!WiHr^vYp)FYNTso}|eKDQ2U^4Te|uc;%vjtGm6@A1xM}zzmD+rvdi2q0L*1 zQRAB-v*_-v#S)?XD6WH7Om&MJC84^w319)5A;qu5B-Y&mH~>?+TNEa=)vqR>NL zaXo&Y@`~3x{F^1{;b=>n*CSvNEEG)s#6O@29a4%J(iwBFHi>j_Q9v!bh7`=y!Hwof<+bnw$IHfJqvcp{>)7N>w zjN?g7r@Kt4@@Dg<$I7ws$;ZrCub77(?FV)&$L?7tT8H-O7Em004z@C5KmDZjcbK$m z+FQ$o_TDYf$zv15DdNjbS&V6Q2NMyOPV{Hm5c3A`(TGS7>SuyGS^)y1>YF+fZC`ns zl&@w&Xm{Y-y@LQkOUNI>q@O@|ci`~7qZKuiOwQemb2sbeeXWpyKeGx6uTTgcm|Y0S zY339XT%i!M*~}`09*luL`}6fV{7!1_>_Yr26oLn47oth>(BEf0U!Q~Tq~^{pL|>s0 zJTSWuk}eGN*_*G={&!MyXBXmKp%70J%?1j=n?5q({?7kbMDPitB$pWdmw@y$Hts!S z#;9fZS-#oaJnlU{pn>jT)&j9-%NVMrNVz^}+Cb1(wZN`+3{{W|(%Iswgr^bZfvofb8_U1IM!wlo1ua^>^5K3v!t^j)G)+hY2@OStl=UY5-45}&fh^P}TZK^>80^eLTRXvcsxr1?CdmKs zI>`8TAvan}C|^>W6ai+pzf5l^#!O_>F8MuxOl^V-r0O(d<7W3;5D#R=o-7xVJn8>u z?`^}ZIIeTiuIlgIz4!DC0}RXn)vb}VK_HDRJWLejWD0BeFjnL^{-K+r=ehdfAG&+^ zA#`~3=ss5oV;kAn#t9zqImG5BgF-BlOC0Q@dn3n+E{TXOJF-P$?4TIiV+9`*hZ~cG z6Qcy8t9PyH-o5wi;X~G^HU40FcUMb6Urc+oP)fZi3Q7X6V#WJs2M<-m-d>e*H3BE6XR$0~XH*Ai7t*n*E^HmU(3CE!((n8R z$0Vs0{29NYJd{IxC?kBgwV#Sn!gH*0*XuZeUJG^{SKgL}qTeCm<6#59-MG&D z(slAXFkGJ2!C&K9t;)$iVpm&HM#<4^HBUL?}}GGo{>GYmI$G@>c3`$*BUTD8tzW znNjWto6|XjU{QZdCT9#)od?$;=XZw!H<`~6P#Jc9gVO-yJR}=j4gl^B53jB4P6M1# z`rwozj&1lmEqWj$pf`_!PLSkfoYOH#40}i@X^aJjTX#`Druw+qR`ZzCyD@DRV?W{Qg4RIx8|df1e|Nd-Bgp9Rh}693*xO#7P8u%fo`*+#eH}2b;R1>zhf| zvCE{yrd>Om`YBtCRt(P~3#7rrg1zKI(@4svM0-^~`A|y0>&POnJd;v^AWw>X7AzAF z8s{|vm=NSe%diWm0Uo?GR(S}q5yh#;*)tr#!Nn|)0#3Q+P>iVuI6$uE6Gb&4stHX~ zoQ4i`oxGq;mWMtSQLsU@o}#5AHD7h>>5rZ)a#(fivmY%-hdlAE{8=T3%MNn5?23uS zlALDf5O7hRRZO0pqYVQ+%4Z;lS>K_!Qp_HQ z(=`Ep4^CIAQn-;Zu!wKqE%wl5MMcUU*Ukgv4y_2*gOUbT8Jh$r6iKPm#n-qh&4D&4H?HZSsZR9yY~9Y?`19Ipa6|Ua(IBC#zx1Jf9$8o*&?vdt6~emO#$*wotnt0KznJ= z!ol6TzBv=)y3Tm{h)2;k11^814pNHzTe${d!^AR>csS+d67R4q`a>KvvoD6BO!p5p z8H&%MCRo@XG+DJ+ys)pS&um8UO)9G-$CnT`6M;GT!t;0nueBzIvKULQWgK-sc`bh*v= zkQHZ}TArEh0gz$F!Q;zq%gFFc?+|>*hCVnPBl>^Fe!(yHjLX;9f%1&FCn22h=`*b< zACV1-9vs($#&eU{wx+QMR~0P0h|jHZI31{)>{-j%0|lMq6HcgeTyG_le)!pDL<_){9(ty?XJ zeYjV{8JM!#8h2Cj6Sw~Ni;;CLQnTG^4KlW`Vz+v%zkoI(e|nd_>pgaa7exwaMaUa< znb3wU`SCkA5%58QKwzrj>9=u%3F{BpRT*!K)LBW6x#W;4jF%1v9|!3L{QCcERnj`s z#}Ne%vKv6IHQ#iMLTZC@z`+o&&AJfVZmqG0usYrb%w^?Z1sO7X95F11_+Urma*T|1 zOdJ|rIi#L706Y$7;A2_~!WiP+DATsk2#=1#%er|3N1h2aa^Y1FPyGe?oN7RMtqp7EAkD^mVBfm_au=FYW-kdb{ zU2E(SxPImwj967iQIb?j{%V=4!4lpQ<=J&^wYKVm@BcP1UWh_^FMjOZ_3Z-WC1~Ml z3asE2!&Z`58YdwV0Hp6I*!gjy;ZUO`z(OHjM3}*lJQB%g7c)Jip$BFsyvu(M6}(_I z^bPsO^#GD2lN)-#F61S!JbSslfiY7k=jX9f&QA~XlU&aS*yFs9%a5!fimYr9af{+U z08A~!3XCwG&1(3ygX=*vZaP5kZ2hdrdDut?{cXClN0{kUmKX?fB2L&T)>z*#{gm8w zA6=KGi{WLvc$pq4$xZj0P47UK_I@+H;W>YU@#POeh+vF)w9c?yZCoVUnNEx;cZ~L+ z4#AEY8BiHh9wDKT+{o|R`YdF57o~je%!&tdR{UxpZ+b{>gVlGvvrP+l@W!Nhxxu!e ztGdAsvU#6MdjVmHtjXzWG6285k=ZEW^PI&cr0gz1mmcvbuBtqjaTyX_a8)7MjjM=7 z050d#guvATf+eEM8WR_nG0P5IE>sc?a45?R=F$x|0CQ~o#%14BmQbh`ek^)v4cSZY zWs9e>?)_OmC%eUs0iG+kTr!m{RW?pR__d4{9$cxZtY?3gGDG4++nuHT=n0zm6jR#)>?G?m@BKf6iQ z)PkvONG(+HRCe?J>}^xoE$028p%T@NUM*EUQ(3pVMh(8y-l?pI3#jYV^=M38-8hvE zsv&jrOP`v`t~akkFwavrskiNaB&(}_6{u?;nacXj(<#wVt5l$FdE})At5mJruX-QJ zQuB1LXs9mLx1RzIz5P(*eM+tF&%CLuss_}O{aGKnus@4bL=U2=Y`)6W^8MKWy0Slu zRZI`!schj?w#3xCOAtx+XTDmb7Vpp8Pbn9r+^K94NV7i+p$gfbRX(LEcu<+j7K23l zvju8}x?z7-`;@BTL2W8qHkBz;FEY;q>Z<1vkZYbARM+i)BRMuq*3>Do8Rb_wXss*a{QXi(W ziYZWUsD4#9Us4TqtxC<0#|e@nP+gBqWuBS`l<57BWUhI7mm_e6^73t(vC@W-Ka78pO8v z@pg!^^zD!m;~7MSfswJ+N70`I@}^(wC`(pIk|isolg-=7vLtSmB`Y}XrXFhG%H=7# zf_K5XkFKgL3sy+WsAN`179{~)MKt4ANR}iCT`eGyvqG{Usnflf=jjSrk|VSsb#RZw z$ZERkn9dM;4v!2}~LymGe z$dF#TT0TiKvyvRnPdqvnccXXCCDU8 zkjd=k-PzkFvs=vT4oQ$nmLQWXK_;`MlUWZJfCQOj2{OqNWHP&MGP~Zqe%vw=WcQw2 zg6x^h`pr|Y5=oFflPp1YtKL0XYMwr0kp$Vz5@a_d$WD?VlPp1Yvjo`<2|^E|NtPhH zS%U0_1fd7F>T0)nI7srt)T0`ZALhpZ$&cME zKX$YH*o_W#nF4)9XF^rk&GKV+7EWdrQ=pgRhxt%K^27W zkso^|S$@d{?Bs=KG z+p!MLB0Ihn3KxJ1hl_k0Hnv%${u$y#<-q($j`ZTh*ZN;5oK{j6WEXG;o))CCB@`fk zGXeKH4MI!=>IR+k3HS_WKdO|JSnPb%n*}vV=0pIInWy@K1?}{?_didnufgPl^C;ju ze~bgItv~SremuaBcm2XJ0E_uzpWuE?3GUcl!I^Hz?SzswY~UmmP+UFnf#)e++~v?_ zpydG7Klw@pG7+hFWpeCSkdns&hD6BPyu2eZqkcdwhU|RF@9Qe52ptXpwkQeBUNX56 z=pwaVDw&)grq8G{=){E~z+2(k3QoI@IuSbcY~hPC=ZaMY8{$RgYEoc+4;o`d7ArxfkDVWQ-qMo$apr^1 zTgkb3Ra63gqDsctM31UnIyQ%T61)~@InKNW{tWbP+(h)_Yz!C}1`LS-+u3e!C$__; zikR=yak*b(Wc*IP`KyHV;;ypxiCeAP^y!P=$8m$Yast<<-v2zGHVT|y;M_FwJVj8- zNmi*tw^s}uX~BqzcA1F#oj9pdu8!M^To{~3W3|zB!;y;G%&i_Ky{pXtxZI+N?Mz%z zCN2y{1SfIqSD27|ah5J%nfEx+)2v05m3(0>bJQ2s!aa(#X@)7#Ky0`WGeb{QEb-o1_-2;fo{llD_2&-G?fhvVAa2qVTioC75#1S7u) z(Di}L*2@T9i1VN=SdS8`*56@;!59q4s~HFjTKfgCjOibNlM(;bNV#MRGjs#=uDo#@86w*hB!x69ew4eo8kIUe4X z!Hz{P>(RKX0R9dM7%Dm95Q?};lFR3Y27q@}z=|4!a2qf#Zdk&_4RV0nX2y5I#jO^& zwp6^p#SIMTEx%SRWqhY+Hb0Z}Y!+Nx(S*STs76H7MkJqj$6|(j_t%pZ=Veg4Ib4@x zN_lyvblaKIX)>iVgDLF}Oo>2k>Q<8}d2ASzuw}nM!z*jjW{hf=@ZAZc+7XU{duN1d zNlE2Ms1lxCWg~m|NJ5+dL~mpkHhO1hJo9ykY+L3Hpg>eMV>xrNj=2mh4ZlZLB?+Tx z2GYx44X`T^YICv5$Uj_L`Spx&uvm@9c^L5lk$=GD27(7_k2W%S2ld<0UdQ@LyOgo= z3obtqo7hJ+%S*?&G#sfoa+~;d@oVBC_NlbVX@OZQX~?U`>IdHs2*R?Nimi^y~|1S6-_gJAv_aA>5A& zdbgc9-x{=Ujay;G;_c~{jM>Fj(H7X@AnZv^uE@A2d-sv|%@KE(Mr4vpAi~`jEyHW} zRylJ6xIZMae4E&9*`EsXmexT{Hae04slhF|^jfJf3aud~Gr;?gow%Rjgq1o`^EiC& zf%-|bLuj^pVjkSFxsNmRI&lRR$#A!#JWRnLBd9CG!)hs)OpIWc05h`g)I|M9*F5pC zCvL>2qAj>TSPbCzeNhRY=&AQ+Dfc|7zs*zNzk9Qkir@5>)3jJF^itvkl4Nv$_Kj&Q z5dy*aen)!WvA->kn0U~RTtp`u0yj-LMPgB0Kp2miBQhj1w<)JHomN5~l(8vDpfDm5 z*-HRihQ@qLNB@RuvWEC5`~U6Zj2pbz2Pp5&$c? zvWylDBYA&HYK|bX2VQ%(BzoIz$Lt%8%gb@wWVmk7XCTH=b61in3{`MAw6ZwiZ2JD{ z*ct(ot}gV#U0}vt<;*4v@cT=>(w&^?rMB~E%)Xx98X0N}&ggPU;&SZxW<+|mi{F_V z{(PB^2Q%6?=FMfpF-N~W+8T9Fu)n$&Q9wbo8VWheZ;FYOJtvNPdNa?1vYI(>a+w8Pd4&~xs5{Q+-jH8fp{~|xRHbjpCJHuCVzkPZB!lL-~{7iJzWW)N@B)7; z)dmHaRgl>W5-vq7WGQP)n{Hb%#2!qzlTj4;^}%TWg9SJyCI&H%?VA04*iDuiFnkfh zPdu6AmLHsF>25!j{`W9$QZ!Ke9t-Z;?iypirPZ3&d%$i_XBnQ$UmtDYUaGgkQ`(_) z{_qN|$uX9)_EO5xatWe~T;s`_MdPW(!tmeTF1o?LMTny+)~t44CjQohi%x(?o;uEu z?#J!3YthcS@?tgoR?hK6b2-9#6?l>Q^jM>qvzZg!TOei?A5oQ`_18fg>T(V;*D`)> zrVb6lbldYEn_F6daHPDGkJLbD$o@Se%tKNG_vKJo9!Y_Yl;A<^>cmj!{vIA?5kkJevjM4ApXdd>-|^$1qg@hJt4858@WF0tyd%eybyEYZy7qE zRZC*QZfwqI&C&!Fz3*!f&nw``BA;0O{Xa(Ki?jGs2Em;HX+gKaz^MHe(;g}2MY5!C zx#UB<$xDM@Z;ext#T5ct#blK@3bBh_vb8Pwo2pfr?Qgp(-OGG1^o52g-+*N>GazyO zx_uf8z=nymIJ2S8A!)Ac)G9r-sz&bziu+C4umuZ^b1;$Nv26*G})|ej?1CPsJicir3Pt%r7`bKVeSlqRdDz7^>!K0sj@R4^#p>yV9Wu|iQ+cH-tdE6kDdAdaNBe)TNiTl()3yvik!d4 z=?xEc+)Suexvvmjx3g^?7H&N(LD&qZlctmM1b) z%}7ehsIKgpo-gj3f{xLt!*Is;F+~xaUt{ZB1*IOzlYF4BV^fZWC~sFz6VLf;we}Nc zAyG+1pN6FTS$B`TA{3akQh_rmKUT9YuLCS{HuHs5UpUuskB^*fXBZ1e@{FC0NL0Jm z^2_q;M1i#@qG7FtA@PaI^SZPqpu()4W9=mzw$Y%EczfuWpj<6^FrARR6HOa(H^^b) zF70(0R>jqX5&>{V3jko+*w|PlYK6jdM2<$MI(;tmRHp-k4hYC(qY^2jwx{Ba)Ig&^ zmNGKSd|Ox)zeSQA)t~1jO@~Uhl@k7}vua5hOj4=0afRdVn9ZJ=NH43vbm8Y->|?h% z)k+|1=PG{Dc{SCBsJAQoz2=@6p+|a&-DcV=Z2bI*8Q4V6t7URUxwM_0R(_Uv)E%t5 zorq{}Z^aNM#Fq4FCrsft53gBQHh%Vg z?S$RYxb0bZk+2Kgn%G9(w7=rC9+>eWC+rk)97aQZ1D$Kh+*$)>`oYv^onEBXaF$#ooTKO3C(@{|)N&{B}8*VgK*pyl6>=;!A+N;Bu0TMq9rdHKY8Pto%X zMHh`A?%DAS*Ik5>jEEzPJ#&ugf{J+eb1{N9)rd0uMI051zW1AX`BiibN6Q&5UQhtw zk^%(S^&wB7<0e*AN$ss%hjLE4`ZbOLMLYfUTh`5Z)wnZ%W1S?WjL8J?ens?%F?wGg zO@zQ;0;aS(h-r8Pf3R(PR- zQzf`Bhg%TFrT+ETdWFT8no;wp+R*5<} zq>YhVK7A^>VTU-aTSVFcJ3b#W6j_n_FplJxRGQKnmULhaP!5LBVZo z;rl;?21{ane(#`i@@8mZi(LvVRf6GXED2qey*foHc<;i#{XNBg=Aa&rJ;0Duq`Zb4 zcX(vV#`iq0m_~$TDY!X{6KeDMU?0;DNwB?xSrvj)F(OUG5wt9}gZiR_a0C$*K&b?z zpcB=0dml|sO)SX5dHsCg85_WlNROIj6Yhh_O;Y2_MRhm997Rg;idsDgMz)f8G)QDb zw3uXtG^Cyc4B{6g5xqvMPPX$iG*Z2>)2gNSEtn= zh8Rqncu4$`dIo!-Qhph(vaiYVQ(*~y5RG}=n~Q7_9bE3dFWPCbiCsJT&8%?|TwuN_ zBX3eI5mQ@^GYnb=I~Ezp3#TmyE%wCnjFV7F&f1hwQ(sBm5miY}sx7zBtA-X|NzM*? z6=uT*l8Er>8>SRHAunL`9Vx)tVF*RyJ$`ZCRD%K}$SVYgT zt`}<;N!2aNEq69BwB;;p*aq54z*D(xKc^ZNgHmf3gG|c9xmT=+>lTx~V@`Jn4YzN< zZhCy$lUGT$Y}MfZMVH^>U$Vznt>Bk2nlfY@>DIsR4x2I@rqu41>KEa=;I${W7uT#} zURo;;JJzkrxvtpfH`ZK$y>itDDx1LOnnl@~%EP9F(vWDj%<2V=`UaB<|LI9R;|i{$ zzBuEv`XLMF5lm}DX!cE6tb$2I<0!68qo~z+)}bF`5cC%nNt%;oQAEnA%W&Eg-_`~f zM)`Z2($aW3=Evpe>sO4(oxbJ2n$jXBvCj~j(%eJnLS!eC)wCxDWVL0z${SlvB3ol) z?rfXV-ppzTZGPF{)I2;U&>i|Q^}s7<`AtHCqy|7G^kJZ-+Aukm(;aq<(mqAmr%_m_ zzvCBH9EjhvH`ELckZH^6)D0RSw?Nhno(IvHC2OskMW&C&0M+TQ_>Gqc@IhRni_1(*1V&D}0H*Y4GYBj~(I!kS-lJOLE}KXx&NmCgNEkS6+0W8qy2H5I!R^HOvKqP} z4IHUl4nx+_^~@$r<*#}=$a#r>LCB)JkWGWUE_5l+j>pKW7%G;vgA>-ZgQ{9KOz4z# z)Mao@Y4k3}k#yvfwoGHJhUwpdMav*Ye?YtqQ*r`b@m#~8>Iw#nQqv%=UHzaej&@X& zGV$&2QRMnScqa38c&2#`-Kq6fqQiiR3ozN^2%`InyLbequgsK;ImR4}mG|Q%(flW~x*s5h5;5j+ASp zVM1lxNhGR8bq^x5GE0dLa~|hCb?8~FLSC5vY9!V{3 zPPwsVowK2v)Ow~2`(%xfRD_hBO{+~&#nx1#F7{x@9^GjUn0bfV!0skAe&qVbK1}iYL?5R+(lfeei8OoskfM0XUrzUiZGgH<%RQ5C| z{(x^&m_)5!>Y*RuLz@kF=voO1({DZX&W{)q!S3`ad%8#kbRv=a-W@7-Msh8_Wu1N? zlzM!%tE)VGy4kZXzHLpGZu*+3UgZKG{ND%~`_a!3)lPvgtFp~p--6Q3+;5X# z6Mr{L^!OIv7QX3i`Pu$6^<`7GnF%fS?dRKtb(zQ4%725WwyFM4^gUtI@=fzV0*?>X ztCA|whfB;wo-jq_PJ(H`mCH-9S|^fQK>AC%YNtN>_Jp?F!>5Ej>f#&0_p-J)zvrdr zfBLb4qww(g%U`m2mVXg2<*qi1W`u^E-`L4iIqR(t+-qp8G?HH&QjKEPh7N19mT6N2 z+-ug7U8pemJpR?#Y9`YSqB{gT;oSzY-Ou8#P06$vWn=g!aaG8NIRtC`rkS+@u?Bwt zGJXYeAk+m;E$ezMU$0phFf0#7wPCTR^fP|U{}Bs#+}O#cUBTP_?Nw1 z;fG{d1unYHlwV-b?FlN~0xz3FB+u)-b$IjqnV)ng8-RM|afub+@7i3vTrT*gJ^xJ^ zp)%}vn!!QioKPd{h4T2E=)-(?3yp4GLPObM$%?P* zI;C+rM5*H90)TA{=eQW%?{bb%6am1bIYC1`h|fI-vJf7$E`{SpTRmcYNUcw2r%0_L z4V9)C4sqHh-X;iGeBhi~Zm=q3%W}lgYBkftOLR@B0?7qDv1&%qoi%e~4D8Lm8Hm>IuTgCT|&4LaIX{Jh*V&)pH$&9%Gw59fk z;ciM&F*u+?pcW+Y2{xHMz4CABNv zC|&aVhj~K18R$EncO%tAy2AvtXAtvaKfZBMn_9^4{sIA#93z9D@G4|8M$Qu4B zCXBanuaxz@`EG(@)?!rBA;*8?3=_lGL+K)445K=0)U2w??Cm+AityiS_1C4k*2lOS z{)o&B49=fpc4?3mu`Q`e0k5J9YnUOJ8Jm|`BQF!7K){`YU=`z!^--O=({e~BT{zDg z-{t)f z-&*fp65mh8HyOi#k!Nr3AyPr!vut^e%_Z*#*Fv3rZ2Q!vL*@8G z54DDwGdGFygEo8;T+>!vvorlTR3&5*5>p}aE%~@wd#Pr_#$Yx%zV4N?HNQp=Wq9LP zAO`S6Kf2?-w`1DtWA0YDVMJ#1!5EdAq(!<8wZ4M1@cT%+=7%)4rUt47J6V_&Re5mE zvt9Xhjn-w7#b~k5Xq~cA6VI!FmPw|~47E;J^W&xeDp3j^hJEMA#2Ha%0plKS{D8aZ z{yh3PS!yZn1br&?%lD}RRVwJrqX|)}&Sksy2w5s{bx~M`B)vgnxtfm5`TInwwgnmH zZ{u$28{pxe>QFC6DU}btCK%Or%D^;;brhJ529QHex^^4V!R4B5!le99gixeNZoTc`CCq%^SJ( z=XB)cNGNRnjNxwL0Xh#5N4v}uPHJX@*|xomZa%mg{jQPsfNWV}bS9Y;J$m!TZSo~8 z;YFHMUq2(fOe{p5QE4$xcpxd3D>oK2htkoK-^tDq-jk_cwhLm#VUpJPfOnEP^)RA6 zxdYWmUYSp=QG;O^ErL8l=8R{`u)gX>6w_%N+NlpbHBFBH;8&m5E5@v)2DesWg1iZ- zXhS3ZU2nnG_=Q2`Lyng}1>zjydt;BX%lMoE|NAese|1akTB6N!P2rIcVoW6}Owf|j zI#X=e0?CAMah9)H!CSr5GRMDeWlEzkZ1qKvA+&CR_BF?m7C5A&w_L}E-k`-_F`}&Bf)O4O#_ z#goir)_b9Dr;^Z6)roLG`t=)*=bcMjXfljadz}Sa)Co zE4Zp>q;b;9tHwmp%90}(2!lPdFEefcIXg^;)`-4K1M*HI?AkN_vFOC6NkMk5Xii3p z+if_sjedxL{1<(i4k+P61cY_N&nyw~0{ z4@=UNA+^(5vMH!KUimqlW?52>Pr#YP;l8pCW#uK}eDLcGPNLd`WJb@%?pyk>3azRa z+4-DL(>yNgvJxq9my#Yparn4fz4z1W@F6{5cJXS^P>;YClM^n~ctN`v_%e~i1vd7W zKFZTpeZ<2(yRiqmxp+{&Xw5DEw|FmzF$N9Q)0yGrlkFQf&$OZYbn@M6iv)w_mJ#R2 z2iY*X)Iog-SbOdb;)Z4RcwGmWo0j&GfiY+aH0R>l%6smI>-wR7gY9S0YKn?Z6s_&J z=~>eTlkTByD{e!Yn8zsGI?0Km;i$@5N_}RK1dg)}EPy1^QeU!x5yx3-H|($CTAG{d zh7+Tc55LnVnP_N#z#hDIqH;+qliM1{q5M&F>wFUv1!u6vQxyxPpvTiqfx|btP?NsL zJOle7f9k}RBmEts?ZgeFH#Jvd9LJ%1q8&vE2F9gc0>>c$M?$EcD3uQ9mYE9=yCyFl zz!<^rB@;phs_PA^>V!Q8Rl@!LlVIXQu|~Iu++cqu12&k}Uj?r|&OrL=<5nd_uQb-@ zg^K27M{YZ}4R-?gkESt-&*OCk1YNe+gyk4Pp3=!7`kw?vVuSE73iP(f)|B^DM;I4_ zl4BBAnQ*2@hT-6e`p<(^|8-kAzo9n;eNlPDw2h?fftA36HY zawuoyl-V0ZiYS)feaCErNtJu$T1oWGb>SuF?}OsuY=Jc3lE-7E(~`$7I+wNgRk?cMr3C}K+qdw6%i2YE zQd7qM>s?9at2NoCn;*T>P$0f8kpN+PkR*)!G^3T}-IrKNBx#?XLV`;Ud$iyOdS(KG zDFs21?J>w`OLj|6!pp`XWx-QDX$D4A=t$RYM9n0k^gz44t;uK21{v0-O^Jy~3*O^zW-Zl9X4(4#=U50*pj%k|Vf){O5jI8z<-uBnuGw zKH0NdOAaWi;NJ`eI)(m@Ftxv<00&05(E_yW9MEoqy_Z*UBRWG?Fd&P9>!aC%lCUV! z7@eXZGOZu|w~P<4hS1tLJ+VBZ-7bQ$IO&)vP-G;#c#I#peP)CfjQ)ufDRcA!&M%Uv zBpLBw3YE0m2OA_OYNC+?Z?09%TIE_Jx$*>m*3jf&=~_J9-%=F=>tXc(SPdZN-qW@vt$MlL_qxz|KSfBaW$k4 zI-wdA_{ZaJj7&{JZz48&&)p}dAON(gOF=S z(c;pw$MW@l*_6o^1#ekB9rix+>y|FU?-07rjMRQW!l9c!w)OdmGeEVSF2#3HIQ9z9 z`NsYQi0`ePdUg3&!8%4#{exLFIMwUrW#VYAi+Mt~+Y(_^4%9lQ3oym%yYwxaqH>?bn%Img zM4kC>FQm&^2Vqa{1b{zZO*t)qW$H&dMxd2Arp!5rCGvxD_g6C{^@#P$A~hvE`;F_W zWbr4OQFc}e%#K4~UKz6>|^7|s9MbYoJz!m z&sLGkQ;J`FSi1m>P(y0hJsu6H|GKc!Rk1)_gXPgkrn|cOc#0L6gRj7N!TEQTscN{<@2G>vzgknrn9F}nEmM^(|3K=oa}SA)Lq5X&zI{?6__vp~4SaB@G{Ve3kmQ|7*+uif5se_tW8{P& z797!#eq<~m9?=kI7i6p=pJ8D4x*&7Hc%aD$4dkfBMTU(NkmmmuE8}PKQ;xxaIl(n8 zYTtK!gYW$?RZl{IlcH0P?Zjo5ZPC-aj=bM?cbTx; zgua{9v{x}eSJy^51Vl}dPI#Q$7t>P%F+m|%*sLZ@XCLn_F`hW|0H5{qrkmFeVO$qe z(Gvlo!N+lvabnQR5%L$oagj+9;S_6FeQNcNwX@n!EDrfQQwH<8Ad5+G7SCIS$RtVn zn1r_o+WaME+Rd7d*sp~burc|rN5rUgs@`1#Et8lgZD!{+NR{Lkxz-Wq(%dFlY2 zWb$F!D614v4cW!rw13hVpM`II z?T96!EN3OVo~I^=gpO@ar?&|QNMgK9+hR6?SaCurSy0`HqitC{XbO`T6BsrstlV&h z$;c8)d~@#p3^)h@!>R*mMVaH{vU%Kzl~sznBT%y0Rg#9TK05oI%=zQifobHT&LfcV zaJ5_>Xnnu;+yHN3JL5<(06uhzP!6W+9abri_;=UX{Dwk39puqppNShGzb-|{$yVY; zTI>qZ5$-qr%pg1HEz1y#&=16@Dh7yjmIO=opKo`S#)9JsRC%-kMfn?%DSSjDyyBL8 za@_K_1zI2!abI0W0g~m_Mrh2XWxmiIrlaX%W0QxGQJKCJ9_a%l?|1 zQaO{FdYCDxwzLfNgSUM(9jvta436*1A+4zaPpl8JF_VAQMIrq%oX54U8}DH%(u;dK zqk7-?NsWp`c`{pPyx)%;d*cQ1gMPU(@+&VS;nDHBhSs1R#P1={iTO7rRMYmh;cXL0 z%i;)Dgi;F%XEYEu8|H7!$R1Ivk~LCgTaWx`5}onW-7MOQSpB(f7;kX1&vO|tYX{JSIGuTZkCn-b^D*IX-=Sg&OJc-v0cS|=ZqbGh#F zEso}L-v`%+Q2lw`kIffX+st=1=|_j9sbwuK<$#dUu)Tguj~{dcu3Mpm#|MKPAk%cI zYE2H&sydhK^c;N$YR;`hV-h)PcNHik`-9*SJJNJssuX8eN4);cvzPHX2dO@~h#A_= zcWNd{BKGzQU|z-a5<(ILScw|d(Fz!(x$&*P`00t{ zy}fZ>(uqV!itmrzv8nY51~aO?wBD4UUoMPpK})199P^}S6sgfOl+mk5nUe>`0(lAb z=U5f-Jx~v}nk_P%JV4gyU-lDefW`rX68R+8y=2(04wIATO&4jbJN{k#278^}bt^Hm zjIyh|)Nja=p>#RbPpb_CZ+qx}Z<7op4o@D@pv8W?xU^0mHcY*LZ*d~1r?+Ra=}r6F zIj;=UukfTV#PN)0F%#v#GS=^Rs{x%>y~C5ktQl95 zmnnu!q*XEx9$SL?$k+>Xmg7kZ{;jO%XE@#@{Yf4}jx$|-^vZ{fx^)*5VL!!3?{qP) zH$_&3m80bYHF$shRHPjyUA`6CUIbpcwNk_Rov1YqTk)hiy4|FQ<-iSt=XV@x?<=zd z5z;`nxWrj2`0+q5Z_s6^=U2|El5=8l831Pp3Q7@sNpZ!3sg3Y%$bDo$D6SNOy5>0t z68orR2Y1KD+8EIM>!|+4(=r`&Z{jO$2OD<0TxM-sQSz1NjS6fyayRwW{s0-Hb}R#V zZ8N|{AiWD^DqN9#H&V+Yp=-1m^0_5G%6yUcg@~=K!938~OD8eqXS~lY$+V`2qJr-} zSK^A|_Ip*Oewh|>A%^+njvdt6Ts!}3mXy5|6pW0*4T5mQ5$Uo2D7XN$y%DTF0B8UX zao+;~ZrB7+RuHUEe$YqXj}S51R}x7VM>$JGOBK zHf4$MUcsERBn+>42-3Q0=n^RG|^y;=Sfi`==(%OaG=r-*C`$dvjH@_w34ld@Y zJmr=-I7zNl6FnO4iAz93{Raut~ zK}hI1sV@;U2UXOW(`!Z?+WR!kQOM-X{V=|shE9PT>Jn1E)pEYLjw{fXcJAkr^<1yh zP>~0}{olxi*JRad{*a$$gA%jAIeN2_!qwu2_EGsPzokQnHF5CRNhl>LyG;b{QH+ize|I=6 zv+#0Mvnu+B+>@Oxn5-&@oFx0rG!{@egUT6ZlhG zdcB_Hk+hxnc}^!1P#EW8`X1Vv4q2MWv&?)UFkF!pwsj+GVi=m9;uxznSz=4{bt7|% z8~xTlOOiJSL(iy#G0|J?MC+{S@CMw%Z>78n4qZ<9t7Uefm-nMV!9SK2Geom`6zxd0;C38BjfB7#=p5NFR$Z$CZ2s zdn0v7&5%+8!2)g^>SLYw)p<&RPb6JAWlF9V`d1fy31?@zdL%E`yHl`M#PKi4pZJVB zFE@nGSx=FAB;|i8UwTo|187 z;#Z`OMm5B!NLlXR-`%GxF#TCwsG~=Adwck{<+yA4&B(c<2!LPf7YPcaD7krFdacl%dg(qbcyjL>go z#DLx%;`zSM9=GA^z{{+1Dt%vD1C5;C!M9q+%GnMssK%>R>}A)CE21Hfwqmc97{uQ< z_Zy+z3iJ0H>taR4Onb%0u9dxLNNr$2x=R^Mo(s6#d~dI;$vkS~5QWw62e&6{*q&|0 z;7EO*EU`tQ`l;oPAr<5CNlrb6dQc(7P0obm^lm|;@BFdVIRN7wO<&_D^$EVM;+muC$|;qe;$d_N^Zh?9tKDXPf$SL$aKdOgdv~dIm;^Fi+_7nq0|9%; zx$hg@8N)VzlO5fu7^5Onpc@AMSRqVj9LBMyU_?-e?ARLjfOVs32}Q~;1pJ1@Ym=?oHQFT`?o*@iBZ5}fR1^gnqL%&40+r_BeeVAe(AXb1 z4WP_(It<(cfsmW>x`trh{q273#{UoTS|Liua_0CHs+rYdUQi}aQBR;K`{@-1~6~BXrPP45H1RrO9w|OqJ}#1gVD1O!Y_+ zwM#y_4r@8DuXJd={B7B4`1CwwskLZn)a>k(Mf<70#n>f@cxHVg-{p_yznO{C&xI?E zYzxb5eXH!n3Of@s7vHT~?jUX`vnZT4>+wTbn+i}}!EIbH85Cwc8Pg(vSbqeRGS1xk z2m>r+^NQH7S+@$4SH6^0<@?%Ks*s^m35svVSN*dJ{|uz?NBR7FfioIf@5?f2djT)D zq9+}|379(Iwe}Ayu^*rJ&u*kmD>2_ks}Y8y)BR?g>(@pI*T_`ak^ z8LrU3Q|Q{?Uw6mj^?NH+Jf;!CNfq#e7(6qCl)yV<#$o&$AGgu zWM3$533SV%943ikp1>Z8t|(CTedd`#tq)Wu{#vG&(x5me1L0MGlh#dZ9MM3qP3}KJ zu-MeiDM5t!VFRWcA}^_@VWr3q@^@q%Ft(h5Tw(0wj%MgA1T>Jf@J0|;rfn($f6U3z*tR0-xuJVBOsI=htr@s%^kBv*7f2UxakiEQuS*;3T;-%OfY=*_*xe-ml!b1~Co$WTF zu2po+bh}OI@TPX$#qf}$TvpdN)rP>VEKfpn_&)8wy7t16ygjrx=bSzH`EP!GeFRVA zZw%1|XYYNJW8;;N;d+fg$|pp(W_37#o%!PR*U{IWO-(1Qx@-w#O{}7)PE^?q`0%d} z*5J;0epMeCXb&@<;I;7Ic}~~b>gx9_K5ZI{y>czIQNOT?i({|DFmv zIiA#t!~)xuJ=#D8a^9!+l@ya2*T-*F=sn$%e_IYRNG)pv4(!56?JKMjU3n}_mTGjQ z;`GuMuel&zl9IDDdc>LCM{bdkeUT1c0mm$f<{h~oBnL32hY76uoPmGLPvA->e?iZkK*2#f$;HJUxk|CgOS(>=1393h5xP&~ zA}PHSve|ExykzHwlT0fnKs|6z=l7t@?_mhIQ}wf`V07kllP6=BR|kKG)NFU{@U)ZW z(?|>_9W$?gYfK5ZA@E_p3SykbPp%*t8VB`rn@WW`b^VIV zdku4;=tN*GPy~+F^D{+|u10;CvN5OZQTG}ttBi{8B_7QT@tlz}A==ato(23fQW0>? z0`W)fhwwM(@*^s2YKmU@iU- zJH7K^P`%MeUMN`#p*&+k40bQjUTj(YhvN)E&(Xd#cb;*&#wk;8U1mLRJ$wEDu&ynm z6l^5VQ~lHSqBgq^tCF1&1rljy?Ib3aouRWwezeyT4q0C`+W2SmWuCIKk*!r+t}1`D z?5O)*!Xi^s#N!1FqyR>HZ_S6WvZjGmkA;<-NNSQ+kOvgqZr3~E1OuKzvybFwsn(`g zZhP9kE^8+VnAAl~8QwVMm04fqvG_yy>89wu&54=vZx&zdA}MVSv{N%sk+!gXb_B2z z#Yb{LZ|{x#CL;EQ_%AsI9T%F&42kYxLk9_@t7D3=ftRr@QHNnRTYG@A%Zb4TYX%Wg z`y^l>DLl-y9ftBJI8kLyqF756ssxH7>f<#+7!UM(#4{5}Fe=MuTE8aJyf?npmC_yi z4gtBW$;hn8RDkLTZ}c2K#8w`w(b1k?O&0N@2n*e@z2J*%m!^LiTOANMjXGby9pRy7 zJiQj?iB-N0D_XciBx>LE=Oqrk6ry4Bwa z2R~y!C3|do^+F58hk#3jg;uZzK_o8v2c#D*qNc2Vhz<&+IeoxpEXI0 zL}1wFaJQF#!c=x~5d4HkS8UH}TmmzMrEK7yQn6<}@WoL_dH*sR+ zs3Plr!GCOO=F~_sR)lvy!-H37kBPMw=88^EDf-&7y(&|-%YRb9ZOpSm;PMugEC83Y zku)O!y7n?=JV6WGIRheFlrQbXvziCPRXL zcWXr7F%<5Eua08QP8XyJPeEJZLryub2g7W2mO27*B32t*FhZFwC_f6Tg1X-R^?-;f zv#ADX&6OVOAXTan{wezMCMcM8EZE~0Hn~&ALaA;z1|hly?QgrmhkEqLNv=?6bYNb1 zP0Ez&Q7eZbaVema0Fgg=w)M+R)%JkQcNU?-`vX`T@8eUNiM2MrRWJA>RzRq``Bw)l(*VfiS9FDt}!(%mNA$47^ERFIYP`US`lp|0X zL98(V|5?8N} zvj2D?9>cO{9~6X+*Z^Df?_a5Y19<+jCZeGbGSD6=OX01o0#wW1dPnrP&%3#GY~GfN`!kBqbjVxdZfOgTBzv0kO~{!?uyd% zsnVZ^qP2(z8FCbDpX`Is94H8_L?H-IKwinZdjxoF!Jsjr$u@G0w{>fwKRp&L=utGs zlc2LD{6|~t&SOc}ekqErDE7sn(x4nPG({@+cVID&eE$gj&c~XA zz^E_pPnoqIbW5&KYi>>C!mSUa;9_1}BUG!hRnw;WZ?svMMkfXW9pkM?bUo%|d?S7j z#g~eWhY_#cOkM^P!F(cr0V?HB$xqqa<%H0XHC}1)=c#_K1q1s%V#0LqEDoJ0%AcwZ zBY(%IVAaLZQ%iT7RKyNd9oI_}R$q~iomztFogj5B?&WG@5lB>G2c>|x(salunBhoD z^&&O>G$`XUFa%y<*^>m`Y9LFF#_k43|5~iyIwN=&; zoPUTGTl$8pWgDCF=No(S-)^S3LF;cFUii5$9RZ19se6Z+fDJv{U+t)NPr zId$;{G0ubpcFiuWuPcvPviG6N_Q2y^gJLD|aB=4h0tvv_yI*a5@GMQb_&*6KXuWp@ zZt3O2A&J>D_;59iuh7R7e2fE$xc;0|?j{YL1sL?Hs9cT)G+~_`W$*aa-H~0QNb5B0 zcm5(VK^5)QvokO{wZAy$@6BDIai5B4%R(~gcC^BxB41R@Qo%FPml^j!Gk;{?`ms60OreMX?$<%iI^Up?XON!$aI}ky*p@ zK_F+Cnz#tvu2z=Gpcx|g-uv$PTrgbBLn zYE&)UUS~vu%pZFD>HTa#=Ff+*t-dVgGU0#itswscZ9tO0J4cb5)-eHURe{Vpu)Ol8 zYwYrM8>PoCeKlCV2KZNXh}bZs0t7x6>wFj4OM~Fr5>~my7aSjVK4Q&t^4*&B@IuEoOz2 zWQODe$kF#EH(X_m6p!|pvQ@b5{$|suWF<$ks&LaQ)bxOx9^YA&-1LB&9+aAn?4V*? zRdA{f;C^cCixX$i_BgFm zV3a69#_1?M%I9b@Bni$rh6%{vB7#Ce8z~Jld(p0|h7{GCV~)7_FuB}U_g*N+q!u_5 z7PBPapwMF$PYOwy_Gr~3ra;}O?SI3&#lRza)TBV85kgeGojkQcAN{|-Z6zODgdxSq z%H+|T;R$@vk|P%*0FJ37`Ra9wxU`SQK7ZJ!oV6hK5o?XCzjSS_kwePCaun+6!{4@& zuiU5{%95RYzIU;0w3C>d@S<}l!799zDE4(Ilbiy|0c;o|j&0@M**^}CC8sV|augmB zRdwB24OKU=jy6-WO~gBr3#23$NSg#OrABn|WlBnq1GTN4O_W8@Y0x}F#Yx7wVOb?+ zh{^dAuZWnSh8=6|uFWj!oVK1WlBNrn|rapqVK$)zEYhRs)ti9!s@BlRWw_oN6 z;yA0)l*uR*QeKR$w*NqAa+o6^l~mYZM-Pjr=Bnt9eiIy7g|;}vt?{f%hjNS&#xzuj zQgyh?#@UmC(D0}_J}hI-_%vv#p5)nIp$vl7<@uOFrLA zV^HUxdg61$4^bhAKtkXr#a0A5B5&p~@C+>&m@B(JXMX7^T#|4)M9;N7On+EY4&xu%L< z#!6||C**ms>3}Vh->1;ifXl|I2^c*Q^WP~P#81Q&=7)d_^2XlT#j&S3dKxdm6O?ND zS%MuoY0l{<;?8J(t~qoeFflH{nY12(PQ(p!USu%8){4EcP9TBgvVKPJG47aP>OUh) zY^um>1u~+Y2f7Y5Xvta0!Q4a8Zh1;1e=KKorNc3m0wE9kc~=g)&8{5sxi1HO(k*k; z^+CUZuvu=0XbGL&)x(;c9X%WYxwD5uXO9UEoqdLL)ahgMIEHqrhk|E=Qt<4K98?(C(g)_pxF%-8UZ-qFjk=togb4$CL- z_lXHu?;qzbE1h+5D1Dzi4bj>Zj*%`080IIn_f$ zcSdjwEZORw5gY`2Ot=c#P7~ky%sh^7eR|$(@vY$MBEFS5@?dX+z#>}WS#5K@7ae$7 z&~{K#Kg$mq&<$IZnsS z+b8k&6pjue;>%;GH4iF3jI6pg+C}(&g|h2Gl9gC9=v&{sy{wPLAtsf{mv7~2 zw{oX}l6ufZyNU+Jc4SUuM=lutX0VRpSFD}nhwsU33Rv`)%gt+~*_HVETn-9UUPsCA z6j6M(khT?Z@?l|O-eJ7Whu+t_=nf!<3<9Tpb;ae?73UrKyE$9;HnQEiZ1R-&lK^C* zsLvvf=2f?1SQm$dfZ>>V)x}3E`4>H$Kbw_LTU`6yT>Cvyv6#14ixY@ft`;p13Op5y zv9>KJJrWj}F(X6=#^RA{38!n#C;?JcQdP}c=l=~N;<(FfdJJfrVpu*6w*~F!IQi25 zLgMXk7X;7afv9a`_w;~eLhh(;uV)+1MiVpYP*VG>!ZD(Do71$%yF$rlJUe%qW~3V9 zXJ9OZAqKkVdT8`lmePpO^dPa{C)z+!Lb;Vljs>K!qP$alAXw8KTNNd^2gX`1ijIHI#IH}kvV2aBrRHSxwyr>QC! z&wk^w$vvuc>Pe;O2|IprPeS;9&(;$-zIW&et3TMh?5Y@Tjax^`EqanajSSpVvnO;K z2W#(&x6iLtdMcqN7j+F%7!G*z|Bc?Z9z(&O!)Rb0i<{AiEXR^p_)%%*`{Yx!k~;b zyB5+h$*#+TB2Ab`2a zw)q-mU?xrH3TdT_@&xb%)JHslMD9e@g%mYcfqP617-JqERU=hhulm%YyYH{saTuw^ zDthv6b3@|jO2tLFcva&0f3A}M0+p`{zT>hNPi;N7h(kIBi0U$FR&Q=ry6DqLTM zLav+gOjG-}Hi^T~>c;ch45c7~I0T|bfa-c4S5YzhK4v}Go@|u>vCD=@;Vv^ej!u$C zuV<{NG*&KllzF=33z9d`X&o_B;$<}u zKyk|FYTbf`VOudx&ua~|3x_4DH6E4+aoI&!%(j7G<{8KJGQ6;}Rhc;zFquW?&vocT zQ0m0xKL`JfdBf~lb(Y}f{@$Q(G!p{Muv+q_mk$IT-4OEAK$|IgyU2}}{O*J({55un z&W1~$P_oNj31xdRoj7JVCbXC?={!9lV7v4$VY?*HgpoD&M4?V~P=}kZOBHyTic_LH0|ZcgA!iPRu7-`+LZIh z=#Y09s*Grc&%t4Wmv8zU95Oxt2L)H01+Df=_66|D-99K_a1LO;^x1s*#DA2058S5j zL94HZIib0HLd)p|(_FykJvPS~n&tf3nQFxD$E-_`ZIr)w8-HIi;-5}f`h)+JlkI%Fvj)g^pR$vWm$~IEbpb8&f#7fRegSyht`dCs z9*vYelb6UD!=2%bF_Jq;u%Xg5P8d5%21E9n7;V3CxLm}YamQ*>w(!;{Q@-6>W5nRL zC3%B5ZN+Des2goiMhQ`uPYAe;a!e-zY|J$bBS`naCu>VTCL87)j3iC$-N=XVm(HFi z<(*iV>+*yoJ$xhL)47#=eIc;%1I{4faMlAW3-r)>VyO_AeqlqeF(K#vtyXDagO!Pb z&g=3BM?=Fq@wdC75~DOgPI1(*){&}z`q}5Lenf?hu+vg{wKJsGM7K0*vq#1?%+ugKKVd>YR=vcrVGtN(y**X?*$Nc}F zy>}0?>#EO0_g?#P_Bs1JcE6<7%U*lCF-Nit4anV!(GV@glI_?YJAs-DHB=3M@Q3TP zE@gXEF78}FO|TOsSGj5A=F$O8(h@QjK_tpVA)=xXB?!}Sb%&184Gjp=FbW7_NGDN< z2ok>jzTevWoYUR18*CWYtw>dU&e@Ok_^tQv@qJRUinZ`{W>7-KA`46J%gLi%v4yUR z5gHSTImF9h#X4(ovvUf5r`>f>BD?klZ}A0x@r7VfwbhHzo?X>e?e-MPuI}a>pMAdO z%uD9I*d_CxyJQn9E}8#gm&||el1;C;WI<7~a#zVp*D6`Lt7N4mC6n%ANxEz&b~}o8 zysKz#XVKieXpR}?-Yg(GPWs$Gv9gYhmJ|WI`*cWH5cS5g*&k2Bhy|B(FZDda;q?r`5hTs zZkKAFaT)JJKV^5_RqdO9_S#wc+s(fs$2H8c#tOT)I@pFh2jZK8r*?g{3L8PgZ`gmX z>p045G)j$F68HS=3?lgh5ru~g26AE5%5j$vYEfP@bJn@N7Ijsd}EAqeMIAGfwi`S}UTO(JX(n;|j}9f6aM1N2?+82FO ztBqcimG7&0=IXg0I>wh)P@>)XrJ_tbYXNh6_y0=?dmKCg`>>Agt2sq$I_6{22u#Pf z?L|E(J6pewcDV0IBkk;Plhf;VTIf3`IT)rcOk$6A$PuQe%`H8U+#m*#f z;kA0T+OC!Pi!Ze6QkOt0Csl>>!}5anMetrBc&`vVLO=wrETONBo2m}M1GXnCiQr4? zbXW-97s0E=f`>WFTP%3BoZx*CyvhadFE4o2A$U~?Uad&*--`)pl?xs@5SPaYijsX| zvEZ$r24;dO0}xblK~t~L9(7Av)xFvAm&w_q-Nb4y9ijHf$&IW=9JnKlXoR$jXMq-$`Fthw z3KoF&%TR>^whoh9%22+Io@4@-<3y52Z;A<42I1GL)k?>VSZhyaGhb-;DNJ(7$$G7Z zsWsT>4QA4Dbd;Q4SF02w+~GJm-Z5KOF~FX3c1gQ(e23-_JH}SoB8%Fg-+2oQ9ST*l za9FmJ+SOOdBl)a!tK;Wmq|`2>Y7gj7BV|ug=FnoqxEZ0lcg%;yB!i1Wc8577zSQr_D4eH*TvIf>l+J2Mtmay5uIt4pI+)X0 z^}~Qv{u8UwbK2%Z&Ea2rA=zf`zE)7NXeX6E$YoJWzu{HlhJv##M!xRET89L`$9KS z(3?f~^G2I)(3P%Vq`FuO;TNe+x{Fh_v`CQgeyiMKXanh(HhM|gn{zbncjcn)9aVF# zsKlaCAuXEn`5L{Hr>OHf=;vyYDL?lKAPD?MTRZEm=s0mN_)Be?%{v)`4#+6QS+O^W5&&xSih&7?7IO9@LL5R8V5D+| zX3AegGj+tZ4;-@(P%G5&5EeLl{Vno@w8^8GBnAC&JiWb5!3(QCM{ z6$t}QwVTPRV5g$5zh$$+$!cr~z18mjmi3XsN(OG<)QYLBP6(Bite`?Nh4Re5f`(&8 zU3oj+Jw863jH-U^Nm-y0<=403v?Byqn1QWftsiT#as~=)?k}iXMMq5G`JG>A}~~efGYXyYsKQ3bdnYIx5Y%d$4Zhy`vzy8d@3A)eGq=+sEKO{JdRdVVSN%y3wMm>~ojWq?N^_ z+|^a~yE#wVK9`-PC_%fkTyi8397xPC<;4XdnnQM`ZW61zh4#w!oU=|V?>F1WNMpr* zBlfQIi)gIwz8XW(zHF}olRPUfJ&Uzn)U!lPQ*PF<7VbqHRudf@R-kde7Kv34&7#*N zv1%+Pv3kH#SG~O;vD&kk#H!LsVpXvoq7?fBog`M%-6U4koW$z%Yw12S=XQ9H$r8DE zb;8;-9pLTn<$>g$gcpfBJF;8|vU2jd)r?Fa@&lq4a?>Pc>9>=8k@~tkKED&J!^hwV zoAA#Ho9Y}Gi~;#e_j$jmH2w@VRZ}hw^Wq@>@4WY^FaGoI{OOr%UHC0jP@G+jywHtd^m50>bTl6Z~{zClU61tlqOmsEj8OOHR4EFMv3l>}?eSTPyj zL^Qy&ewD&^nsxIQ^1795-NLTAd3jbPk>pW@)0wxEo3(a$@pk^!C<@7hz8+v@Gap=mr?@Xs->s0=0Q9E;|%WLgLx%T&4*7WT#LS#c z1HkqdaOv~ckEs0{goAqn_`(MG9c*IzHh{sNugunUU{;T)v-mvAOEdP;nf9gAbt#lV z3a9I>y#HX)u}o=SjHI^jBm?vtvdP`3zc^y$~8H; zp6!EAKRLWrd-$W0!&{+sxrVGS|M;>V|LhBv_4o!%o~H_GHZt9xsE>M=QH7}uE$W=@ z_9rk$H;87Wm@I>W7!4)TqUoF7AbFuy>swO#^ygpC7ki>&+(Mm^|s8cw_L|Y#K}O1&<}pL5IQ1GaOubk7wRn7>DpT< z8Hjbw3E94dl{OlcG#&9J<{AYSP5-XUTPOL5l55?FI*%U=C|x(A&egjI_w<@V-YCRn zs0T5;rEDUJwgW{tlB;qlzFc^Yne|#C!u*xRjlsGNVHW#vRrT!k-_;QojzjRjmhAou zn;Y4JC2&{$SS=l3-Lnezrq*{l(gROCmD(pBQ) zBOZB`)<(z4R_j%dW&=C+KB@=WPrma#JI3=Ld*71{+$V9)P&N(xmnV$(unt-}deC@# z#$ctb`Om)WzEcnIQI6i#di4(XSG$tA51XsNf*9iUG++d!_LC3Zg4K)_eeo)32<56? z=IXCJsGIbg6A|t z<`KVM6}44J^g~~m0%YE}-MUFY?W=pnjQ=nYA>l!aLWR0VC-lMYvu(#%9kf@hd!?~L zaoF(3(h4JYvVJyJ?V61hu)jvS_Tx2|?#%&8OS+P`TCJt~f0Axn6Vi_WuctLa41~!C zZ=qu}+9}k10!}!H)(GJ->%(Ol5)O4=^7n%}+~`H=pad&51cspw2z{`W!%G^6TY0a_ z_mFm#jf@+Tu9#17pyXk2qu0C-(0fHMLE~kryQ>Vd_wcq_+=-;y3_~j`y$5{<-A23U zJ1W+U509)1OKxaodZer4wV3(h1so!htL1b+jNhx+4g-3XUbW-re=Qq$R1duKSMJMq zovK~1RmsfDmlRAbDibYI`5a+pfBhRy^3~Tdb3!M?ABj{2Hl>ca!X)>K@zKtH+}RnI zp6@%sAfrRV9D?+tCMS_3s{nx%vjbsFD`RPu$P)kzBy6c@-+94WuRG5(WcDaT{ZO2@;x9I(!@Xa z;co~yQsj$y4ep95Tq9VzUFeyy0EyyEe6C0y(FSLVUnL#2V#LL@a+W+w7YDqsl?r80 z$hb|8N!HuAdn7K~ML}Y#KGJ?mhtMu{z$J0Yw)Ig$DlLx5e>4QUv5Q)GKv!>xKugfU zJG;kh4g&Wpvn{dLSTHT z!a~>3WokQVt>tP@mbJxw=MbvEz?`YUy*kRb>!Cfx2t=|D z%+n!|#+>A@HV}!1%O@z|OXeH^j*OrB0KGBfp7wXaWSgAd zSX{SIV~p84=kC_k7BkMgqWGQE^4_8X-ENsPC4_=ttmKypV00^)xzHX`=)|a!^BFxA z5syMYMo|?9uwSF~(b?D=>e4~X{Pb5G={o2EV!vi%FJr%Ep2?*fZDjvk2)`(@T_B#x z49ZpuR)DCf-kOKQgLXqM`6;n*6k)a1Uc{o9!QEMjFi!mv?7W>}hBg4t#w$iK0JN}2 ztq3?zTJxlL1xvlBA19ENmi`pR77t|nU z-FAyS?MRdCmh2w*pV%bh&)Fmk(~FwK^4iOE>2kp2LlhHFtli{MO$|Z~JHvm7lq*=8 z^Faq9$F+Tntfk;NeT&*IMb%x>3i!6zU5MBqpAKYRKImCrpTD8^$F$e>^*QJ*@yhWQ z#ReVmx_o`^mcrd((*?LGlK#6qX}3stS^OX-{D_+;-08A1Ze3R1ktYpnIskq_)=+m+}dzFus*5*_rO+m&b@u0;E+Ytkdusbw6AR7cdDUr36jYpO}r zb}M>BwcU#LDLU3B|1Dmom9FJjG_96vrGvH*kdMuLO0|-+MfS}R z--)UDv>MBz4iMTsYj{vH{maZf-uf==oQ%1-R+6c4a{mKaAu7+F51Q@Uoz^9-?V*ws9 z0!dl{!K!`8J|oO7d)IAb0+s`9lrx4Y(g{Xc4Au17KvRH`yZ6PMlB}8;w zD?dWYiTnU^6UpwfOMYr4@>3wIy|(d{8QrzT z)FqZtP%uIff-qr;B+kGwCXcI%ljC>cJO|A~rG-b1L;Fw?{8ji3vH%ySzT%i0mni^? zZ_}|wNhVT3`Kp+isT^1kUU+l)ui`oBCtX`m!7zCOkc+~!D#~Cg9zc*Kg_5(-bUP35@^yJ6xjz_)N0%G1(^F>Qo;&tMW>G&>j z%TRP=_07dIUw7!s>H|3LEG~gmcj(z;_z?CoK7CJ!p61g%1p6F(gF$cb+0Xs1X#LzZ?G{x*rRLnCRyLw41>FF@J@C)>fK)ke%5WL*6q zzV+4h;cJyYv!~-3aYP_yY1``r#i!D?(-CE(8XomTo&sg>Ex2-haMU{u_!#LeA6GF7XG1?3cuDCer<{HYi;3wZAHSb{gj12Q3(GdFJa+- zY^B1lwuN6^BK&Gw_}^TS@T>ne?YOPv_f{(WxGns6iSXmL@V~ku;m7~h^W9c*Y^B1l zw1r<;BK%5Q_}^HO@GJk;^W9eR#7c!MEK>l@aI<~{PNFi!Tsn7WKRl{i5uvBT(T(N9V+fHd2c;lN$Z3^<<|MHMeF=S-%Gc3F1ssi zouJ)1!IIVqx?5-Jg||-dGi#l1y@Xrm;7Z4i-)e=Nge$*~J$((+&aJ$3Ae-Es8bec9)CDqE&CX2Km;% zHOR^vQy=g|m3QV1%c#tw0O)r@o#WqG(=J*1YI0vh%CL4tUXBVqR1u>H@j#81fjA;>doU zu$C(X#_9+%NxpMy^35AyGZPvdIAeb%)sZ=^NG-=;%8B2$_OTC?-3l$#K?liJzZlSy zc62j$BvDR~MTj;_j#U+xhG;o*EHbBnIxP9?x-e&)u>>8{u4U?(y)x${$L=DBE#OV> zuuNXbqq}sum6l_{+$DYruYY8lu=4sD5mHNLpVtz&R|n9Lds@kt8l(uaz7PAB_o=XC zKJQM2>*_Qe2__afSDdn*1SgdMyU>&1q-rIfdQG0OnRD8_Q}aSC<7GlM;}N$QfHEn# zL5^6~sVQ;HG^hO*>A4p?vQO0+qacWZbDpH1oZ1P4VhvsHZw$UI0oFFai6q6Qk3LFcfm_y^@y4b?3ew4 z5Li88Kd<R@}&cx^ud(6WK4>9l6R-lAeob#1ku&sH_^GPx>iJ!1CoIF z1RcoDYD7)uB0@?NKA@!!UL~}28jB0>88?f>=QV zMw*aqBc*e{I66(ct>gzg}lOn_P>m%xfHu^q%>Z zNc9O)>4cwygH<8HasNu}2ozm4>mjBOqo#?9mmK=VGzW@88aF!*SQ+FcKO=%% z9j^B=6HS$_rw+Z4oy`tt-pH60nrGYxflG*(3nY27p;kWebu<3?!y(>-*34EN~Z zAwH?{CxI8N0~79fh|fQ8CxOd-Q{5vEdM#Obd-s^}@df8WyyF$`Jd}a+^bF&Z9Gcr5 z!h`H$$cEqHRf#DBpq05lWJC9~(q5uQXO8#_JG#_@TSIJ41!NPRQz(wWpJ z(*eBX%}@%Ix-!@iil8fHadCAo+)I3jQrUM%>;hUCI;X%{-+bK}%gT_OS~nwo3DdBenndCCGO~`H)sRnD2fFWVnWNR)wA0EQ zGvlEfISiVFFE8p1Pr5H&aX{R5!`reTl^}5mb|KNj&~9_(84n%n#+G^J8SlZjwbFha z)AL?e*+q;>`?MlmsvQwRCFHUE`!Rd%_o*%$$efzW>3gg2=&g#Au5nXrI?qxSAM-6*^73x^Gv_T?RQ1@6wNqZ*nA}|;Dx(E1?*NuAMzz)q8dF1W< zv0nBWZ{d%Ax${PP7U{KS3ng;h6S6@~Ahq=p{^GZ=Uv(ss2T$8)OTzNaP9h}3RV>4i zuF9fZ6(AG80Nv6AYPrvx{`glcVSy)2ZRT_8p$(&IH#Fs*>{x^l>So6QsJNH+D66kk zM07Em$xdaO-CZPV72S?qq$*tm(SNBgQL3SIlef#qL08I>l}Kk>^cMJTH*M+sTb*G< z*uVqPgR>WdkN;IQm!gT20> zTB^5+8?dpF!>Q)<9ko0CLL}fd3qb+;AYPcBJ)dH0D`-6ql}6M{?14h#H@`+^Qo0qs zT_AFnBX$)SF9x(A66gL*kRd_$d;jgVoI=$#jWLpJ`E)Pdoe@)HH?YuLS!o`?g$Hi0 zc|e2R17z4e|FK5iSZ@<ErW`$aQ^ z7WiN__cC1)FZ`hqJY@ykERfHOflV~jjJeMF zLzx5c#he^s3AM0p%TeyO?AoX>b6NOhiTK?4X0CWSff%ar7sg+L}3ns<%_BdXs_{QB1%bCWF4Hx1+SN%LWDX!i9BG++1~6v{Ag4J`Z82_2Sbtr@ zISauG0^dieY-uI$eJwWoDb%w!J6eu|4wEulT3KD!IU;Z(0vR2C`dJxa(>ff>;ybf& zo$MK!EnbchYSeSH;{>`M-|9fO8QuzA?#<3d$)g!#oBCjWv_+ga0tyi}z9%KI$Tq=a z!6C3?m+RSmoA%A;fwQ|A1-;dIwJ;_`kif0ZYY;Gq-7}Of({Ex16sI&*5q~#*lFBl zZV`;5t?Z1Jt!0b!gKb&JpWAeaRTk0TX3-kW7J!Dne=X4&CH=uPXB5!^TXAzMivg?e zWId8^Ww~peNx*fCXQDgTAskf)t*a%+!I@EqBy$O_HmGz+0RspEiy!>Ev|sRfNHdkp z^%HGMz*Cbn=D%I^hr0gJo;8=i+0TKy>3Je3v84ptN#pZB?fF6cJZepiq-?#MChT&@k4DwVJY z=u7tsMDLy!;Qr8WXMf|oqcIIt@z6v&!O0@QXi0)mkzjN$yEGDvkYFSUM(ajYk`tKw zKi4hmGTF5e}n>DL2CKYsF=KD;|T; z6tvNgU}+0rY*c39)91O7$CJ7xdrC{y{=q7APl#Hf25wM(^`kZi-K>JoX>56SXTF4l zhdH#d4tG)ERKZG&Juz9|T&RHnCPy^rO3O6Il0WIiKIjf;`l+J5>UgkOy-_RkcQ>-; z+Jz~BRiH4oAl_*;YtG;8>JIbUoFlTZHAj_wTV-FWeC)|3RaS(kZdV)B+6?#Z7tE3V zmO1<6c_(@IR_@zy_OI^dF>Ir{pS%rXnph|hxJ6}1;SuNkKq`AC)auRcTD?&#Y{@o@ zY=^Wm7g##oRTtqR#IE2Pg?sv1g?oEP;l|x1g=2*OF_(-~E_CS7hmgLzW*mZKC=Aa% zTIni5@!p2z?D4^ zs9GIibLCx*Ar3l_q9?x@5)@j{O9h=;3s`&`)q10=vK{E=Q$ zZ4ngcVIke*VRp07z;1=$d2AgL==v>C7<~xa=wa=l&9-UJ{Lw23bPc7N!#?T}_!|-G z&{ZZdWIxS<8Uz3w_o*g7E*_|x1Q)d3g5w#l@GOR|6N8G;8v`5^< ze8kOkjJPuD$YJMp54(xabPhY0!_LRByJJ*YfNH8ii(%*5Il*eHadyf=&`OK0Ky6h0 z1rLzQb#l;sOt|@;J~Y$FHHX16$MavtH`V0HH#zY|t3;USzowCUv57k)l!l*0D=>2t z_(;JrjeaT*BD$0|;i;;%4dZjF+ExkKlN1f)`RPn7f^W$K!%INn3niwx)KoepS;_jC za8FZJ*u6uol27z8$iFHE@2P60OnE7YfS1!Lm(1~M3)DxRWta7)tHhV5&3m_q<$i3I zEh%hd$zME6{^D?MlM-0v7)nZp)%8L@t4X*@UIvx?iCR*=Wk3!T-6cZWc&jaQH0X%v z4{bz$XnAWH(I2*wzj#e92y-%M+u>(>1W#e6Cu3>O_6Qcighk5QZ!Pf?eGqTS%=gd& zA5qmDut(1HNXp44cLIdg-A$MlDg&{SN1V6J5!V*7)Ks%QnHcY9djykXzDHzszDLaF z=lZPK{A{0?#(VH^Utt=b>C+`BQy%FT@6RiE{@7o@G=5p0n(4#hjN7OBAg9ZHEisLs zqLC343wBo3dN%>l5Snai%lh0}25z`2pK&f1j9> z_w_A{O=5esll&9x;-9tt6c_u5nbYYIRRF4ZbA7_d4WqAO2b}A(dRK5J6d>kBkApP# zx!o;#yS1Ppa~GMr$!AlVoA>4BW-(w|zUQEoJfk^3XMxdFG0@=r_f3*j0bu+uI*iyX z-SZ?+q(FmJKepOWMM4I=;O5){({>IozeNnqwb~&RLJj3%ryANUdzLl#U}8VPHv^bIZP6o zU_w06F_|I_U;N9Q#Rvt^B-_{VG7f`)?g%@sxtP`hIT?E5bT%YDXIkp9ob0(dlU}{m7^@zfI6z+1_u+(P@0x zI|A*cG&$W76J0TYQh?Z-u)Vu&8Nvt`>L7WO?HDeXbkX-G-x1gbZX_JRnRSZ&N>M=H zYGR>n8UOZ|9To_ikh`^SK2;e}lM=emlieMnONOOhJQC571*$aJzq~dUY$}|I0;~*Z z3fUbP-{yHa&(oJYhv;D{&;utd)W9+OdBn{Nke6kBi;kx`y25e!I@BV0y5O(cPV~Gb z6((q9W-b<67#SthTaxwUH_ECZxK(;AE5j;oKJiaq{fGZ;cUptXh-gxkDc=QKkJ?MG z0GCYF9^F@5A)DU}Um}|d^jAHFytvZYT2_p$sQ4hLbhdl>g1qr_iR}@B&IWztv zC*M7o(@4}3cA6RffJI+^&*Had_ddQ(aLP@d@V6%ye@O^4hMZV5F-4#AY@hQ$D#Vwg zv4=BRLuK(Gfs#+z3j@-kUgxvdd7XW%{oEq))kyo=Cm5ulYxSP{aV3wdm_pz(&q|8K z&KB1w6?~J)!QtdUFck{2svR@;!EZP+3;Uxg;X%rbqpkkY@Vw-jr$3NuG0ROAiPVfk zN?Oh?0?$X#>G+xZ+*{}_+&`AZLvY=2kWE}LXZSh>++Mos*=gYTsitZm#3;fiZjJGGdp*5l|MY>{U8-TZ3h+4_qdJLd*4S_E1(3Mo0YPLaw zD1W=IkT`0taWz(h07=9ir~*YrBG|z<33l*cN7jQj>p^`JvL1SltbLoA5|dU(X2X)p zX34XezYb(CyRcSFe=EQhKu=Xj6~fPL?FZnUisTYJ}5a zeB7OG_O{~*x-pEXA)q7a%`zs|1NUrLuQ!(iXb_reCdhh=owA?yLXf>!sEm`Y*6U4k zcls(MC(x|x^=h2k>)hMr6~gwmM&8CdvNavNH)~?O1~kS_nt1ln^&~n{=DY(`%sRl! zpvd!ie?5zMZ_S~(%Ljox{;Q=>R;g*5nYvGysJ~6KodYLrP_0J~hjA8>6qFJYrz$A^y*uDSjU^_kl`hKZSXwE0C z^hT(;8}NG%&B1ajy;+CmN~4v&9G_7ueYFnF#i*6SP<0_{rGN)MQf{S99Reva-Gb|G zE4>A(5x13&=nxQnX{tkPywlNV&z3mNqoND&7DIYYEB!egVpya#9h&*1m2M;*K}h|4 z#GM*{O}XfC$LM5$-`k}%!zL{YRq1k3e#r1`Yx)+i9$r6C1EV#colP+(iw{X?j=9pb znG)DxBx8FDnpv6VZu;yDJr|y;769K&GGKSXvRrdxbK>zYJIUYtGVM==f7gk^FHv8Q zIvjJeDv{{*%XC#nkm80lv>_Pnj&ceYFEt2f4F0?1FUd`CxgqXWmm0aQW&r*jjvkP~ z9|0P9vfR=yx9&_MJls!~xw?ngxaua>__g+k6ym+Jwja&lvuT(1c^4U-bWz1~L0U#R zX2H9bro_EIUqI=C@Q$`-xU{p>8Jz1QX~IjcK&r77FSr7mcF_&=Ees)Ps{4D&j+B~u z#*?n7orkSWOb)PWS3bj_vHs5+c$Sb|6P2Vxg#pN%{+GYuN~=&MO(z*x7(hZ^rd2}o zFs>jtz{!@A4{rq$u*~C8F^j@@J|Bv!g5q9Tr#jeTyS^j zUmsPM8zSUO4Uv)YjZe0-LY8+D`#;>M&OYZGXyh&W=6q!dEz~Jn@`@ct$K9-NgbAQ$ zApu-H;f|;)4SHi@xZ~hv+bc@05Yc={x|dFSbf`z=X{HbIjL@85&j!u64m60GF)1G zJxucgliAtYWeKEGd(nsAnw7xS#E^%wP`j3B84%cSpclqwa5n(S1#8eF$Foa67fwrd z4Ykh3FdIOwMC=@cj6i^*dulF|uc}yP#rtKyvR$jx*R`}{Fc1D5c~7uhurcpWOS%@z zpgrzNWsbQiC9#WcQD+>6sN~PeqjwOh-P=Q;Y1URuYu!lgBnuT+$Fg;PVwamN%je~? z3~d-27|ArayOn&ZY9}|}TonC8nb6nPAYB&d>oTCPBYZsYe91<6vNv`mDMWn(bSA;p zZIX#IvF(X%+qP}%i=ByW+s?$cZQHi}^1u7v_tt8yuIj3NPS@(y-RIQa_3^me_4!C} zWgGhlydnv1=CZ9cPT=>?DPk1O^9}HA4YA5jb-JT;a)V-eJi`_Vj_mtu;Bl{xf6VEK zXC24I@nhxQCmc*cii)ZA{@J;_X1fNsr{n_Vl7UZV(^n=Li?ri~C{k0Ft1C~5@y)&= z((3Z*&UgA;P&EUV=Nt&*p$vJ?)H!L#K@eAqi0Q(|!W8I4(wqq!vfa=N_|MgsB0di* zwJXuph)!$v5Ba;XxEjgz=+x1Z>>O!XlCz=+Uo#%Z+l$A_>Jo8u!XQ4qM9)+4b-3zD zn^sdM55*Dl7>nx8)ORcg2#@P?;M-p#t zT|H%YA9B1Z$tLC0<0mJnlofND97MLu+7$89w3`^~s#n^?HNw;FqLL-8^=NAl_?4QsbGK&1<8tz^4M9b9K5Y2}Y1KkV~V6mOgE% zKhGfPN%#XLCQnn9;-hRU*+~UY%c0T%K&+|>9#69*uUz#~9!Im~sMi~^?EG}fg&em` z&dbfc-2AaB&oZ+PpdWn>X5F*>*!@@VxpZ7>*|p1fyYk|41~UGr%C`58wa3Ren1bvv z&zOD3h68nM+GCoKFYvXtUFUaYSbX;=}ax!23jtUS1)K}WYjEjZG#JZeXBBZFRH--?kuj zaD{b>=tiBr9RzXSlr!wx5=tJu=OPvJ;U$+xdz_;`d>daXjOciF-;^0rgLLZ&MwmOJ zX({WM{x-`E(@WE2=xCo~^fB?z1I@JpRuQe-V=@)8LrW`)Cz!#A|C-yARPtc{WmQ=^ z1FNi_sJ4btox-sI1=@@vdUd*>FY}tbM{nXjILpAR(1YIpHZ94|>CKBO zQ7GyroIkScB97fQL4JIR;~_J$1aUj?Whm+pI{WIE)&pa$Jxea zyFk~`ltE_IRk0l*m54`;Rc6Rc5mHIZ6xMJ1=N2ADukvf`!7Ab%>!``;ombfF9lix$O4maD3CUKRDhX?iGj}Huj zo40~CY-fBuH?C$X;r&3hN-9fxq!E4~dso!yf2lZ&8dam%wp`QiZjg)+Y#{L*@?05Q z0t!y?g8PS){9bF&*oAu+d$p3=vrI7Qz$SGNhV^N0C0|AMf)PGnC%Xe*p3uHz(s@9q zS1_*n7<(XQU8vRMD0>nGS7z)*_w1?lSB8BHSJ?G(5M-9hk10{ROlt&z0Or+?=3p>d z@XDzu@m-tZ$miKiVaoC@%SY$010~g|C9m5XfWm!Fs~F7El(lYrwn%*F8${La?E9{< zn10+SaO6df_xsK4c*|P>=G=%Mx(=IY}6nno9UlL4m|*Q#<=P#j`IZCN_y{-7OP&0c*aP}=qn97H$6!}N4*JnMz)g^o&*8g zL49r_BOQsPidR zj(;3zspetK%jlU(1dY3ck`8oOF9O@5V9UULmLoWV+!2Xy8!WlNQKr@NCj-$hLnjXE z4lY9milIIw9Ja+EdRLOLQ;R(q-WC1dxX`kR9M{LN^e5fKS|KqGY}kzb?X?u)lRvs~ zy4JKo^y$N<)g&1tW7Oxv4ZPVmgSEwW=d4<%&eU8gWd5n zMC?n4>gpyWAJq3yC}|a79l|VAiLXDAbn>zGkQQ^nE%&6BNXv5^g#WgOQKniUK|~CI zlhz7ISkGjB(nwg#BVh|0mfR04xbQS2Xu(teHTkts<$MB{_>U=H_R;l4HtVD$Ahiob z);0vZXesRH7yF%xE#*uH+57G==%kOtFsRt&@FDUiW);`yRC@E$&>B|CRqIuCdb?`q zKdIo{Bq;C6h~dniC*pwG<<;QPz$OgM4nu)6f^L$T`R$49)4t8aSSwaGmcsGHF*TnF z40Ha}GD1r4Qp9M*Bm}XI<}K*HW`q1AS)ilov}* zAYr7_V2$Qj;Zzc5xHm`)0atbJeTsY}D%YP_EU61>0=g zfin%Ff^P`7&)fsYTJ2lW=&@p&r>PZ9YbLVUFwnXYgV%3CX-!k4Id(d4(g485CXIWu z+qkHkN?vT2Kp|cR#~)qLy+KY>f-P&vjG)3NEx^@3ieL{VIR(>d zK6BV%`S;3K{p<;Ih0N6{G5!qMh42|lNDf}25f?|>El#lbzP3*LlrrzJFKSu`e01)l zUoYN0ecVkh z9z^G=_onRuynSDVy`Acr6p2eDOxJ!A*( z+QATZfUBSc(g&GNaKOhLk)=5aeH+aa8WDTzP3Z?gqgRFGag9-6OR{xXD zJ&{#01uUPXm4)=nKDF6|GR1r;o`NA6ZK41j=8?&2qY#*4EoAu&62kFeQcNvuz;pfHyAvuL zn0HtvhC@~9Juq$A9>~rtS+V7!BkFL*Wq~aaW`E;%E{LXB>+cMyi%%ry#7ZFjChcmZe9 z88b3o3h5$hTylWKB$|xy`ZF=8(R_a6(Vklk+Oy}6E6ESDMSw!cP-3z!pZjzy$L&{5 z@8~b+TfILY+6pA#r|*})-KU^%>lWnxqeLSH`*iZC~{uZY*Wh zPKbc|Kj_fCPDFw6`@MX%A7v)E4r%23F|PUT0Ncf?4B3>kF;SAiEB;MqqmoJi_;25c zTEB`dV23IQmaS*+=9~4vlp*&D{Dcf_Q4(ie5QYCnS4&K>h+Pz;x=d<>cqicXpfa6b z*fQ8|x4|h}LtM(HbS{WK!{7p1fxrQ5$l7&~wUjCJoqg(5`cZk&buNRQAUXq0qD`WOR;FDI^AsHYIno1+4~30O>X z8XVK@wZ}_!U-nt14EGT~#hfo&(`0V+9c5 zB97o?vL70wJHJPYFz5};($3w|;@BT`J8v=M{Jito>d_Lvm=aITS=*r6CU1$dWWpXm zGFS+;XCx*(<{%wlJ1Dp~w@APib@HFdN*hsM8X)q#Oe%wEsFOje)}-51$v^`csMI%- zVi%TUl24%Kk>bqdiqOB@}AT9BsX*B zJciDPn5o=aPxeoKlMB>j!Bf?u0sGVEk2Q1z(sWrHpzFkmnhC>lLtsoqsZt($n0xTf z_~#-pWNMRPkkPgQ0Tcvv6gw7m{ICZz32W2l77nXzN^EWzOGq_oiF8aGDs6mojC#@4 z9fCWI5-`&eAnCXG0xTdmjgB&oaqrz-;2p<}{sJ081)?#ksr>FZ2UIQN?N1d=o{kV% z4$C`lgbjDbh4EhYBrha2Cf2V~)10?Vg>vn&KW+vxT_dtPq#yIA&IX_5u@pP8&V{F+ z;dFB7090|UFa9+Ws543m4xx+E-U-enOOe^2?mgbA5E~&#_V6LVI30qUCy;Um^TB;= z31a*6_`;$=CQb$y$Z;K&KF_8Oe&pe9C?X$=S}jn)q1pmm!B`tf z@>fh~YzZm<2-sU&80~P6FA%VKs14gXWSwRm8=GadFedWpNN`#XL$5>X)U8mUMVy|BW}{uZvt-5D|l_8 z+M*nvMiZf572pR{O>@tBw--wmvDKEkIg&&Q&nOFV?}%{kSP;m6{$!WvJ(=v|3dC`W zBv*K?JIy3z{&|rA4@urMgAq$c_?(dQos{rl7MBjDp;_G?SLJ>EXfm-J3g{_+d|h@r zG&0+j3@vu9?P)fPG4zLLXEpZ!(NxpRbZn{WKA|NmgJ}ZUX|2;19-wfaWnA_@h2RWu z$RqZTy4YA)cKkh*L;l#p^vW)mBbycJ&gX;vA+)P+t4!?%38H-oJ+|VIv@dTUx5`WB zL*%%q>(A02oUaH&3t|pZ=@_5g3Kz3S&pT<0T;mCRk9|-|MxH*9Zxg4^%)ZL^xmklQ z`}7y>ckQYqua-of@_ZiwQJBxUh(yDHaF|GsaibU`nxAIar*&+i;0nLa+tqT`0hcp> zm`wsZaNBDQ^>!(j-X$HSGCw+)qKzVY;Gxw&EoTTU`FiZH=A+}G(TfZ|6H%$g4) zX_YhX1A#()D&>iZlq6(Sg^ofEdtMJQryC(F%UkJ(BXyK!*5gD%aF5126%8!X@TM{B za(XakQxbI_ajuA%Y7!owW3LMy9^D(qc3KN)(~z=p%I&R$Y?qb$m>sUqiI( z=~oN`2-*=%jz@ViMPjC$tr!@Hiu7YIe8NhJZFV(HO0Qqi$HS7l8c>_=!C>OO+HR$t zLQ0Id1#_!U0xy)y2l##oFm*i>_V{Mp7}SMEk_lR>0lXLDnDdTQ0txf)pl0l6ZgNTTP0oV)Ir=RvtjXy%YY0FD;-lW9~T za&InF&WQuCaQL7v_&E`JVrtlZ>tjF0fRL(9ViMnRe0z;PiB5xT^m^ss6e04uayUMm zDX^e3BDXC5+&asmPR0iIy)ftC^v_jU%WXgD`H%vGZlFncg5XePV@Eg~Y~Zhk8c&*z zCN4p^=n|=_$}V$Z9lv`^Yv(Fd*7G1FjdK3y46tM*|KXk5O3Q_Q`v>nC_U8WanBz)) z>IlE?q5{ul(wOf69pXGIM9$)o6RuY(Mi2B(=dC;aUd{3T%FiyZnmUU+7DPMaTjJg%KHe z3K>xeOVY;kf58xeKH7p!=Km}h3wpJc8C90Db1ws(2A>tX#{Z~+30ANZ_S>M->sC<{ zxHU9^+WXTO%dCX!(9$7+A^>qw-HCjP=_<;3vT;pKPR;81dPmf&BAWL?XkYqkG9Xxr z7|@`AoHTEY!j!k%_-WsS!w?`)yCLz6C!9bH6Sbi85SoHE?+L+cYzZ&NFRWhRQkNt7 zOBLpI(CcS5)|BvvcYF!lQGAxPlNZ>>MC0w{=V}IWBG-u|i?jYwfUb)SWurMY5}q3- zuYoMsd=jS=d{fudOcNK!|E1+NTMcwrpA`f*!Ja#6xDV|sYW&aKd16n1H-e2mB18rl zI!yD1cP=h9^U^DFp)X{R2FFD{0vhx1Rml z-BIrL=U+&OJ(t-nQYvhzX{2+%CeK)FlBzYXAcznnN=>RWT_XQ3+8OXB-NB6R-Ef>f z%}-+0^X+YQ2+ij2E9hWTh62a3lr(zxY1+%)h(xW(^$TrLYId~>?vM!)%4}%W|ca+1uwL0la0f7(>xOHi3GK5q#6gO2QfJgQ)N?DrXc)#J`c$b4?67{kLNdb zm7gueQGu3PFC3}wbv>-#f z)Jd$+HPA8K1<|AcSm|Y0Zd9Xpq8glwHb*a&7*{nvSNVkXOr0=y3+q%#e6-XG*d>hU zVqyGsLT@RXO}89G!C7iuCPc~KidwewHNEJ6E>w>36#<$0OE#oAI0JZ>KB9Q!qU0%S z|4ekm8l**O}&CIMa*_ z5OD?gRB=|=B#E<)Y0w*qG--4~K0ia#2_a;ZE@A9rxp3{5uUQtq_&ZFeKm!uP){xpp zuGXz^^hc+B0x}OB@K3$sKFq-q~7AmnzGUt|GmX^L>sDId~qyJy1$8)FJHO0 z7g=@~p`PjoF&FB?mz(O>fc#K0NR)+eJAviz94F>wZCK1&P*IBF%l&(RyaEi*hi~&EUM0&j zV#ZNcJ!|FC(!G{6n3Ep(_AMUco7iSl=_)t+rS`1l>3)* z`hD$SkE`(Ic#iy3tO?Q?BM|L;f^2oRvq=HmCBFQrS4PaKwt_PYJ!KcCR1BZ@G$%NJ z9_1@?hI2~@-tgbbVSrf10h8_wY?LHnJ_^o){e6G-s$T)yhQ-i+`}Q!RdQP(}h>+2e z8!{Y6`56hOK4&;QhT4?b|CS>rL{gN|h(2jFxbvy&cI`z4Nkl`=$=x}TFV!%wY$oxr zX8yz{lN*#$tZyhUX5&QRjg^HN4^QaneSHfg=k;(6l9|Ah4UtO?6A|qfh*qjjl%y&r)azSC z1Vwk&DH-xuafLBUA6<~YUeP{y^Jkr{2^pi)rHupsZNA78@jAYm!s!BVtk7)eyQba? zNCEL)AxNEV61b9a0m&q{Qu$wC0p7C*27$zAi26y=aRF;po&vK% z8>>3FJvT>^C20>MDd>-0FFu;&U=Mv`hPw8<=i{f6BjF4ze<7fisfrIIoke6JWtTJS z>8;ae3bf0bmtC&S(;{r)*;%nDj!)(|(>iC8Tgv;>sRU^_G(kZxIOI@lKaT@!+V|Ft zBSAu(dgok-TMuvPU$b{M>W2qAN)!`(V0nQHYkmr5Egd@y61+lq^z>-t-!O6ul;E_X zYq%}4gOatl)gPH>!P1d5x)Il^Kw9U(lt|;(4 zh>pKAX%zqy2_DY!D*4B`@1Y1&qc*9|ygaDwB__zUoY0OA(9tO`TEIT4*Cpz4G#lQq z0tj;Cf^AzgN^1HYqkJOp)Ovnj2o?=Cr`CRcnrhirB`Os@t>7p#$j#Cr(z8qewXH--*g9m{UJBO2$wzUZi8S3iVI=rJER z5v;J4TIg=4Z-|Y)zc^-}Y|NudUx9r>QdYWPIq8RA#;D&`&k&u_a!TARhIBdSy8vyp zL5$+NfX<|jXI-reC1>1*zoh36NHm9Bbg}KTHN|=xcHsMsFYKDrP&B`s8c5`DD4>pe zXB9h^;yt-WSMw$~z1v2=|6Xro0^-6!kA!(biV-zP$(CUb*GC`M#6oUw#7IMcyIpBs zbv|wnn{WCK*}8zi^OYWH@7j?c6|Nb}=^F)@SzL7BCuU*y9<*oJz~rHCxFn6eb4%F7 zbvfx%mYWM7Mz80dPd@x0-EH+HW}L|Tv_*aLFL-o@PyRz~C7}j4F$%l#H0}0u>^64c zp=G+HRb3y@?vX2W@?L`?_$)@D$K-wp2IJhcm2bnFLII(sqf~3Y9Ux2pLvK}v`Y;$g z2d~%G&S;l)@M}M2DCXV^A`#_WbfMMb*)L01X#_i{C2|upxH3_OBo1Z;Q4oRgSi!6H z28ZdqQ8@6GDgyhjGqzyIVOYH5v#l4|tL{hVP*99%TJ>;-vTyn>v4mZZ7^-QB45cK* z?QV(Ci~U^6t`P#LLdL=y^=i(O`juVC*F;9*3_tw5R*N9l^&dm0p1?*4sLm%2==K~#*D2EK*ojSVbj!mZ7vf8{s-5 z88N5Xqt;2CtzAWpwkyWqw+EE(1>HsOfYNs|cw=u)0Smm03Cb9gP7jv9!>lrRBa$9j zy3-GD_~Td!SnLLQTlDS(*fY5Ukw4Y)hwI$#_?u+SuquDPui=eVygR$%YN~vx*Xhgb zW|mLoySl-#eqfG-PV#murcfJ)N+jvCjM@5>f5{#2SolZBP=GDuQ~q<=BZn z9UUb{JJ-+%)DQX)@dfX^D%A1;V6xXf1cFssGSlzWg9S!)Qmr!A_g{XCU2-L3HnO?P zM6P9UM=5wFu!a6?Lb4it6VMG7whkPAR#>B-jm=~{JT+FMTOsw5rB{_b(7qNO#GkID zfwh1dL#E#5RAP*6dfQrdk)aXrT6@`0Bdf8i%e4$(d<9d4_)sHG5W+gU*6x0W|MX(3b3Mk1Hqe50 z^UQ4@p?ir+1Pp$y@dhhQ;N$&DNX8%hX5LYGYP)varl@vjO+>ejr?DFTQy8c@>&v8X zktCAzno~Rc@_fGI!#xueC2vQ<)A{+U0zrE+RqMjX&gDZ3x0w^e$}EKG>_>L?qDqZJ zU%t9p_h`vVdrPx%qDpI|T^m>ZXi1c=uj;F1f9>DCnF<06S6kcu@pF`iLSxPSSH&jj zvnSWJor2WW^T4J%ZCB1fsPEl;I%E!F$jL|}pUjYJuD`8w`rX+M+;s|KZ@$j$lLJEM zoHZ#^GZrcaS(CfAGtRT+#g4k9nXIO+XxTNX05iy9oWExRIw1_*bRSjS4T9_xwd4g@ zMBPpG+$za*9}{ebNaGX`nBVBg>%;0@OuOsS%xt9rzCX=wKfz%A6;QTl0{HxAX@R{-DnU8`W6BwfcRBbyX=9%#L<7a_H`#kVLg*2VQ_d#hb_URhF5UX1d2`-zULe6K5TnaX~1Rq4b*kcF?0LVETmzy!ACV*T+JJ{tHmWnBaK@ z_z=8{Gy{$;+Ftz*3p%{}&3hFc(5VZfklY=@W8RV^dCYbtWHCZc_d-VMdu0S?VQPZB zM{*MGrNih;>KjfU;ay_~gFqUeTZo-U_dCk+a0i|fR4|weR41{~o-95yaL1Tb)i*_? zlL4apj)KhHi}?tPXfYggkwR(ByNK&S69Vmu@s=L>yW}Q zjoZSufd`c;R0ey*Us8=Dq@_(H6h@a2&@ZH#693Bz)TDrZZC-hho>HyH;+yYji$^lL zq62+1#=}|7Sxy3L)yM+pvix_k2uUi*SY-4K)LQssIQ?C3rjrD%74FvvekIm+JN5qf zV;kWtkRt*CKXAecDA_FVPo_dj0qAxvC^9$+zXS?KKqOcw0Y9h!=x+jkiOQF^XYcm% z3NfZ+6Rr5Dba9k-$II(ad-qS$3B!@d9)+25$yFgjIh6DIz0g!J^w52&u*j)-&B>g^)^ z$UMb&VJh`aVwyPVW7k!opfW6Da{~dfH+xtlK$i&XO9W8~PTFxmf6-$qxL%^R;ogy= zcquB>gzQd#cm9*m=ql!!14m(q5Dfph;bFthK<2 z9y;K$;v<%P8{IkAA7ChSe#!IS*$l!gy7r}|eHssdKa*q_qZ5ebyCHWbWG^ZE0nn$AX9+&0lU06W0qliQo(7uX!ynwtSOdu1!(0zO zR$CN|(1t}p)m*?}%uPNp4iui^#Xi|bh))o2hz2KjEj*XIaSmEqjh071%Wpc%e|vL? z*u59UV{PFiy*Dk>{oP*l&zO!JW5cc7#gEW?S55XifZUnf=@ibKL(z(anLI~mu)J-AgAM;Vj4l8V zTV`o!HekfqW4i`J@{l|IeMgLq4vZ}7q&POd#&v<7yDe6o3C0pnhe0-LdZ;p$rwybf zz-eMF;t6{h;vk zz|JgurN1l3bLiN-e9DpOJkW^b#$1^kJ%fkT%is?1uy-Afx>&*Gp3(%|WCvcj1&5`X zdFr(^+6OXE)Rsh{eDh2F9u`%ZD1=9qI*7WYq_7gw{mc|X1o^?*RR0n;;yY?7N+}&o zL#vq-LT3Vk@9Be6zzebAV(*%Br6VYv@8rxJCC43AOthB zDmRu%CtxiZo(Kk)f(xS-*P|4mB=@Q(_H9Nm{BBR5&mWY-sR7*&YUJBhbzuD0sqeE zu$g@S=IML_Lon8D{3Z<`q(Z|DXK})nO z3QpdF2IY`Ij7?*l3j(+{9){>#uHjc+!xECg(9^GXJd`Clz8fhT&|(jxvqKbp8@|x@ z$%kLv!gGgWV|ELa_Eim!4nZ&G?eH`pj)z3mq*zKdfz`l1n^=I0!^HY@a;yy=ZraIx zWuy505G++0AgV2KO9nX)N#qhiaON6*5Qs^}kRvQWI`QbqK3au60U^Qxa1vn!Qm=XV zclrPy z{}(=8a#sn^%#C;o@xnseyUl+>+!ypTd(5Q$j=1d{0CcoR+RAhg*ca$#661|<@*F%0 zzfE$A7)Ex_`w4d~7vEMB6WR_(j*+JQ8kB;xzK92=9Vl!9Fr-eG2RCh$O7%vn6~w-- zAP>)s3)^T-VwbzF5uLlBJ(URmg~r@PSnmvwu;oG-dx-adzU3}GV-sTfVF97I zw}?SsoKcC4A7LJgzK$%=0YY~4dm!TuW?-9`lw-N~y@rwbm8g@hEa;YAnCOla+gTWC*+Qa8p|5?Rq|k$DgVOzAGsH=6lxRR+#T!^`ih`Qd~&;|!ff2$p|q2&WCGWB5=qwAO^iqo_6rJ3Ne_6+G90|#7L6OaCVQB0F| z37PfB7I7SA$w}wtc||6oz<*Q>jQ^R6T`^o}g!sD?9v`ey6+PCOUn!1Nr=D|VjVvbq zWlfxEbxa+^6qrajMAdmyyxWS?r`zGsz8MeNbqK<$)FijD4!bgx<2P zO*V=c!}U;sghdw&&#_2Ftj<$Fk%Q0gD4KzAYyyEZiGrF4ce!8|EBRSjsLIrq>oK3l zQwWpIsDC5q1a23Y)eoeMHMig8cw#fYc!A~D6+mpVq7<`sH4x%aS0>4cxGph?S_n*1IgdNrh++La;x;Ng>lnWm zi*)Ubd|E)eZ&LdXH0F_0TPH>Rk4V_niwu6!Vn%kdQ^#rATZX80RQhMNQ_L1??swsV zJ{;i8(B)sZ>u00@qpe4KeN%UP6Jj=Cn2nQF*CTps6tfwTDIJ+_cNZCyC~xz0(ud59 zB|ksAhbyhR6WRHTEABxSbkuW7Ax_r%&5kc&L1(%}xbPjUeq{schyOM&>yCX6!9Bj1 z?;dO_0pOUV*<)_recb_jsUR#}sP~2HxH2bxRze;%r;tULe%R62V}O3gdwc1ildpu& zM|girH0CAkeP){jW91Dub>?KSNLE?gnMDige1}+EJ6bd^7+g&EVYW}VtT5!`xPraG z5HY;yAXy_~{U9+d)89PY*;fvbyZBR3UUs6PL=jhF_aT;+w(l0iMSc$?QjWa-t(l@J z<#Y(kNbxQX*@x+3#HkHgbB&qJSR;SdGRy+1NL%kwiU3X-U1WT9_MGy)aRQ=%GeE{QU8PcAi-iQc98R1{cP;?YLUGA7 zP@BZ%Iis6kZu+xi?owx^)9Wwt9;KtV?6#eO2!^PKpkx_u;6_a5w-b-py4=69AS)6x zV?w1F@!sAiJG~R=Q%5zNYA$t3Yj*j>54=l@NN>}TpaAz%f4yTe#Ov3ajGwUiF`Mob zsf#=gqP=#rN~sneX@2l8WoK`%B@IIk`^B4bv(&6VI5ty*mdI&NrC6Qum7I(m8IVI!_be}i(H?M1%b7LEEN?pX$Ct=hCjj-F@jXPbs zA{w+hoqg5NM0W9Tro>@=vV!;QY;-1rzhj*V{m`Kny;^{e6$nKo+bU#~=LT_QNdn6V zENZC15R?-C`4`3Bng_l$GTD^_6@k@RljU&o=NZTKf&rVD!twjxmco#89a8gaM2(OK zp*{kQ(Mk@6UrA`FX9%DxPeIa7g^&cu7;g};pCZuM#n)EBi6Ioqs@gjVqmV9CX3^6G zr%Qyd@#-GB@0NAEXjj^0K@^j7$0?#CXwPbz^`hF%;iW0f#~@Ri4CKN zMK2}@4R^a>&fH!_2oD?JR=nB^s?T8!GqU`rLa0>H#*u6d}ERtt1^Pr%xLO5)vLGTXpI-+%hi zue+r39=e>7%zj1{j>ZeSbS?iHWAe!tJj4*>xtBMMvv7{@Bjx7pa1^bXS42)Q?mc#l;?;4Iz{ehTzOC_;o@$){rJ@L zUA34hI(mCuZ1`ss&7Qn;{#f?oBm=7XRdHDB<$sKmr5t1ZDw?l;<<@x~>}plkd;Q}H z<@A|+Y6|S-yBEXCHe)ZR$Lj=`=2Qxnj6GtBEb__a1#{eZN+AlV?DVh|3dGL_YJVdn zT?|kG&!LV%t6MEWXVti>Ey7_!`x!&YMX!R@WUOE}9k3XKcnKm)M`u>6K;YO@STFP% z;W32O^__%T#$c%7BE41mt!S@{`=v&h=@@#!Lyta*R!OF_9+cy$wl?m{p-7EBWlc-K z8fdJnB5z;kt;)LbVxqRYl)AX6m|>3g?##t_v4ELnC7OTzJCM?eU7mz(lHJ`d(zx;3 z5!TQ-*%gK^M`Yh8<*9jzM5yds*wJMPhl38<9W@Na(R+r0&oE9xWlRhHLISJEUY+pE z!!K{Z+H&`gz}ovd@@dR!dsJDiL#Rdrn8G4M?LK!g+M5wlg$C(=G^-0f${oB@&!96Z zCKhW3@jra;6`dYA9q#8m?|UDQD47EBgKxekr6v)+5z;EIHrt{spQ9qngvL}{JabvA zC{$G3x%}eYEi=_T@Gr*=mK9N74Rzu4_xZaa%Gp8g32Q%x7!{*vm3%)7(c&Y&3$t{(WuuVvVVYi5> zK`KSINiPIzi(!S1@zpRgIwa{*jhCgm#deCG%d2-85NE~!4}b>kxmi24CLK^7v8a9u z5%E8iX-Lrr!0(p2%=Ur7->Ajh$YVz?rp8t#p3BXC!9@zv$qIFIAj2VADMvjgjsa&v zLt4qEgp{{=0G376XK61ZDO%u?K-+k>`t5EaD%oS5dKu^1amB*IHV5|H_jng5NbDMyU7Wv(U zl*!mW7ZkZT+{LY}!$=}=+xO=s4dgp(gWkq?51=^WUK@jUAI%IRqt-VRRS{q?ZOvcF zKh+M*q1ip5%2n6J4w@oo0D&xT<{WWB+9&hEi&zDgQFu!jhEeQbTc*gfSihP@x7{9D z-VU+)->~}Eu<#E%+>&&WKt9fDq9q^JM!&DEh&G$SQ;VOufI}J}zVbgdrTA{F)D`d$ zu=S_E2A2bQsLV}W&V=-kUD)2bj$4UL`P<_NWHD3@2%83vZEiQ4MpA+LhnL73a(2Q` z!JDoetv)QRP@0DNm-IEaO!w!P%$r#VB>{I!ez<$yh>zZg(PvLxzII=Tos%?^gGD@% zp|>g%N#zzj*{*~~xc42d{wDHqYmP!0_ckXJ5Szj2J%bf$Ef06!3g@KEhip1Cd{(*3=HqcdtqxA|Tdtz)_Pan1}yBS{Qq1 zX^L;~0uB#^&*s@BaaMK!v{+iHOBq-Mjv&gZkqs_Z}4{Nzbk^u{|N&%CRPb&cw8>Om{2nslc)F z@uH&AGdnFEk?T+ujVUq``FOPWXrVe`y zd9Ic_j#Cz)&tQFvd~X@%8&;s!eEP8k0Ij*8JFdVRQ0;)-&JY{}VM2E_^ZG9`)+gn| zh4#KpL7&CC&*6=Y))N zpq-0Nl>V-dz77Gle5gwDhSl@zICZ;r0vjg_JIP12!O9;u9`K207j2{^0GOb1b`aqk zxm@j%<2sG&m?aPGPIu~YDZ@Mf%zpYb zG3#aT$2UnTGS41UV8ZsRBK@nY@%(X>5l@5bV=9*n!XYbOX+uL3kCE+WQWfds^+b+H z!{$L@RO!q-J)SKwD4Vt-Yv{Fx3?mYBP4eWyU^GmV&^1oQ#};HQ(*(V1ng%dt!?f17 z2vODN-y*bR{msDc7!mzprYGD?kGofW%)L~H8(>rMH@BqQOvx{z=b_}hhur3$l{q~( zLp0K}GqSL|b{!Y#`^M?_Gm@-51?&*mMQNe-B^v;i>hOqhsO{or%}^oT+>N(f?NaN^ zo5uMGIro%73BEmwi%IRU@f0+@bhTIKinny5x7`R^9%1Xksg^QZFPnU;SfYjfk z#}P51e8wtqFMDv^kumLfM9VHPv$L0QN57kC^~`^_V&h zVk^hgDSQXfI~5e^!`BiLC4v!}OKQlJ&Go!g;XvH@aW8rWp_bc5#9z?{g!6vY{2HIEIjNs)P0 zWT6#VVtg}Dp{Ww3|KO5==cYz+!MvV3TfSS|*%GKf2~|?bg;7@GNbRhegl}XV`JL z$m7kSSMC#mR=2|f$V5*-j5XoriLuJ5!1&Np_zYk6s02);5Fj)R&Y)QD`I1`zzU{BR z$&NZ6WaNBv49K1VN)rf`00c0FspU=s=5eZpqy6WRYOoNM(%Dwqi5tx|dkcBoWdeYJ z{3>HMV7hm<+5DuzbbiK$p@9!Z+ZEQ&#RkT^Tq2(t58QM0`kE0t}q|gY# za=S(+#DE+ zNJt$G65D_hv=!JJO`ZTo!#D^~@?sNFNTw`&t7zMm+jeaE=B36j5T6Mjk>nPbL?yb3 zI5sjuZ^AT;;&VyzpyO+>W*~dmA|=DLWJW?(y?LOGI>SDcF^5o-czmJ;b2?GO8)-*C z3)hH=;74v1EI#xIr&ksFiUnJ-(n{Z6y2+wiyEux_&a zvi%MDvYT3hrhcti_W#^#^=qJt4z}5wZpnY9NdMdd4KG_Kf6FXG+w}xs(1HF8e9zJe z;%Cg&U}z@N_g-hNB2}L8)9;L!#em(3^vE^P1w+(f6*d59QW zjvp5py1md!?rK4Kq3xN|2Sxhr|IGb7EFXOYTRJJn!GtS2`JIE}oY3&Cnv~9&aZ;U& z^=@EIV~klRf2U^)uqd$NHY)N6YtK9aNxS#-L1C}5yD{K5UqGID$hBEv|Ul;LHe1Sjkc=_v(zyi z8fSA-jjI(P35IzL9tn4UZMLTN+)ICJqTcGva0uH;Xnfa#kj)HKV6U_>T9jCQlsJdh!>Hc0+HjHqGRo(VK5;(bf&;9;pC|3=*ow z6}&GetbR={D}g`Cg9&EA1IRNrN)N84`&kf^|BeUgRGOe5^?(Ve$AGlBpjqRJVJTCk z3z38zC0io)O%Q{cp8rY>@qx5wir-xbwBYeh*|W8M0^IKT(LraoslQ!sp114wzFiN( zZin<71^r;}`td=LzU`%kbafq&bh=uRlZ%rNIXc1zIYZ`(yjF`b19WQ##w1CCwa5O2?A1rzshm4B9?1^+`lL+q4%4Y?kJ4`9KO zkk3NB)+}U627e8Vx{q?^ViV{COBBS3EZauz*8hDAd4mVHoA5Slxm5)Yp<@$?xdq#w zHR!IBGe{JnUT)n?j+z<*2R*JyR@7Z7!*fywJ#!mre+~(lJ|Q8-nTNg!%WnnmEZM5q zu!>pR5@=KjGz&XQuqM{CF^KXiNXM zJahF%XUHMrrnIA^{)02~RfMxyA@46&H;n5cvw$76iF6QZA0YiOY42f5TAc3vW#}~$ z*!BiDI$R*=)UDvFhz_{z6s3qjsdk9nFUik=A33!8*O3mk%ikp3z?4Ux6-L{KVZtPy z<=q2D+npZ1f^Yfz>x{N{(bwbrRT78NU=GH}^m}92uye7#0}nE%g-`_-Q=si`*}s?5XZah3ZeL#SwY zZV2sjIS<;oBWl*p9aBAT?2syVLQgB&iH@35h#^|8PpGV!NLV>(#dx#Ch@ZdYBWl)? zkE!#QJf(QaCloLFxT=r-kR z37#knh{vtgPKOE_?ez53e2`#i7e#vifL&odjOl^V^vZxeirZSQUNug*$6q5l@G^&U zHCf$^6K4^$QyQ79$Vh=D$tmAPcCSo7`D-G!o?Sr~EDm_3T|wI^4`RTbk@B|7-$Hzr zV!ohKmMA9WJ~%4L+aaCd6owf{b?NtrBRV8A&(US4UYL@3SeimJZwYb1rH@F$J|YQ&LmIQ;ceu16_|$+b!eqTop$nEk#INO5 z-NCE6owY=_mW#u#a_TW&neW!)&C2@am+JvuQ-|fbSiO=veg${@az?Ou6I#)Zx+V9B zp(ORWB)1gfXCZODCgim>&Rbi9*Jc{&_kLwP`^l`%8-y+4mZ6`gZpdh3*0R&f^=zsH zb+rQ%Z7rk?N-%`1669`Y#?bHzdTie zqc=~|HadyD@JOJ4JHNzR3D#$bYDDD!fl%0VC9s5=m8y-}QK~kH7*M2YqjQp;{slvN z65*h0+KuB{@ibuV_eksiheH^<8tX;5nmuuDp6;+!A2blDDfzeAWAN{?HldjQLXG$2 z(ZEa}4fN5#vk(nD|1zS1wNHOE@clj-=%ayWAsQIFjA&ru>5m3}&_@G(H1I4$124FY zXuw_uH1NhJhX#JwM+1E{@GL|Fe=IK}9{8?&`tt*4`iP*92%d$AVDvKLfsIdpH1MN7 z8t9{eXCWF`ei_lgrl&s|_;DW%^wGex5DonNWkds;F9RC**H8^^m%r^i`8d1|;Szbk zu^*muAs)?|#zTA)zFePESYBG>3VBRqN3G6U$RL5(fxtwFQ43rW$cbzrMM~gVgdV_` zH(O*R%7|S>F-Q4;-M%4fm;v~*Wtu$hgN-fi5)LZUEPh^yo%dR~jdCjEqzxNC)22cB zQOLtMrj(K)vdfsp(p+O46Kz?VQD_LC3=J>dWCQ&1OlTVTEzT6*y|LT#fZa}uhQr)Q z%m*Hk96>h|-hj(zqfE4wvaV3%Q&dp07JqWw2pK$PJ zK3{$#03R_5PJPZ4Bzb7%tJerhUAT(9tVc8F_KAGG zYHiI=n&ance$u}RuXh4*qwHPB|K0f!cSqyLkt$_7J(ibFp)Vod!bjvb3h;B@p#gh` z!dW)B-2@0E`|lKTR=R%%?fr~AJ3n{XX%55CSL6?*bfvF)P zmfEy2E`G}@1SQVlFG(p9G{cJIlZ)`MTyPAN7*pPWYZ7%^GE^bvr}R7508QE$Z>x*< zLoi0>V{dUNs+>VaWj=dV$|6_fhd3K(Wf?LBw`70I(lIq0zbR5`yZmkPSj>ez6d-rN zv9(5~Xa1WJb~-51H{5K5Jzic+21WYWRYusoL6QF5Dm*w99R3? zd>ww=EsJ#5OKF6g*3(NeMY>}Z8t<1y`k@U*Aa5*R9Ht9i!I0}|wd)8Tr!@Ujbir$y z-RPL8?c7Pk)!$kA`3YpE;ABj+kJ`AP`&T1&=_O0so>U%|EYpXV8kz2(*Cu()DP3-D z?+u#7FNlPy|%8FhIv=co4sKO~7@Q zuXXo6;Jfzr&uF}=Q^O2>G|3qa_@ZrBZque!k^ToRc2n~mc(ZRpS9j0)KBJ2C92z38 z#_NCi(S6_JE;{O%EE(!kvf6vQopzi8gD41u*a&(F`$8Kbp>+I?NQIm>+Dzn)5y5$# zIghi;nxQxrCS+U`&KDLBldixg=sD4TgHM~o0I zfCDT7u6~$s^uQ1W)@5E?qu)+=|1SzE7g_4Sc2`GqN7E~XgvALy^aE|+1IS4^hnu3N2 zP?U3YB9CliODi_vee0UPowwJSo%fpdy$DMFzc#iw#UABUq0S;Jeib>DO*D~*zxryd zHEG7^&v#w-^x7;R4{h@n6LA=hoX8O~L#g60vD~xamKISoZ#{=)A(AhdKuT@vO>hhZ z&fK~;PEJmqkmFh;K|I%ZemP!5BNjd5aVWI=;7yRdkL$TNL7%?~n|Kq7Y7>ZAphSa6 zx{!P8nT5X|uJqn!ieM&5HZj7!nIrh3M=zU>t2a%A?_&!ZRJ+3pE3HIWb_2PeBt8Za zmQ7c~5PCV1(r7UHj+IDRXinHOIC2{{gAI#Wb{J%t6@A#lr>8l{*fb~>Vjw0_6v?oU zeQTQ8v%hJ{7D5Y8RIvzAk$#Ah@{i;J%d3hqH7L&hu3X{;stRz}`O{C)CkLpN?(jB3 z+IPwR8)TJnB)r&Xjas(b`Z7a0Gjea)Z_U@rs`nc5RVIBM>f!I7vJ3L+P>| zQNkYd5D`$UF7nul^zgNmrJZtLr2lK3iS0;{wUC2PZAV_U5f;YRni%0QcRp>x^nTW#O zM48=(s&f>1u#wnuj@H8hM+;hIwYKP-&=KuUgt%CY zYBa7E!IPggL7W;Y_8d@lvB<8SpqHN_G%ZBPn|pCCiTe$RUx|$*XP7KY2yE=UQGi&*X&8 zTP|p2uBmM0_w%@?5_8HfO7D3GJ>$)KCOCikl$Mlp%Td_QF;(Qvo}ihd6f|>M_XN$H z)Z-|hpb?CESn)fULaH=nJ5Ki+nr8Zj{0T3_J@j}N;+BzqafI}coV)BIpO1?4KBO2< zKLwSjJwY)sfAnAFHQPB*HfD}?Q#VCaG&@C7@es3A2w<1M|GNf=Grt~aam_k;iC?K8r#*ZDk=YmIiH7C(R9#A}bgX=G4#R|_) zxjb4#ni8fKBEzx3WC{raSpEauGup++!YSc`Byu7*=GeL z(K&ls2`BS{Zraf#kCM^2WS=8k@`5U+9InD7Lld48YW2BTr)5DHRi{6srv)){8r}r$ zbxN2pAsfhYjR<`Z4;~~2Ungs_Q4CQ>&BCx{g^t+7=Y%p8&mA+;A=nj+L`NPKw97;2 zt!Jzf0bU4~lJ;8jTfo5q!xp=mBUH=hd`WHYf0TfwqgGov(O$@6au_w5anfoJqze{O zc_zf6GalJ)q+^{NMLE7OS$N?l3og*)%L|kA0!_ZOFd4W&lP@kz+83Tn>%wzMEMS> zJh|ksUod}^ff>mjksOb3OnP>VW6$?X{yc=w{gg@deffFTy2iKgzBFIiZr< zH5m=@vJ!s>$c5_NM)~+|$mnAeXZcGwkMe$57Qgb0pYGdYLWDV+F#X8YII=6nYpvw$ zX`$MV??aR_4~y|lm>&KGejrC?ojVt!#*HYl0bp-gW?CIVQ>ZV`>|rSf zB!3=}ZYPJ+DLk_Wm876Kb+F7iV-En9cS_UZ9lKkWV?H{aU6jBM#rJ4b!)3%gSA5KK z-M7t>^v|y$luLwEyZcKi^%dBZ^sg5_y5ybGRj6yO=M1oSuu|RYskukF49^Ko^Ac1= zF;mDR1@j$167R%8uX}n$)la9^54XAA{c=OqW^H|}0kZ&n)d1&=8!!tw%iFZ%%GSw1 zoId#LA~pk@u%$!fwtEC|$o}nG@Ez$JuQ4GKkhGk}z(@85h@D6bqnP5biZf{&K9oqdlDA!Q70NqH^DJcyL&O*_S16T#R*>Q?$C zSEgyF`8Vd?XmWYOD8NEw8tJ!M5W-2t#>qC=JWq!1YMC4XHR+e1Zvr#KOfj+^Uu9(a?KL=%SFz<01e+04;8OWP0$_Xr>7W;<1P<>672XMY z@eWE3zK#Z=m0ob)5(t$0M2Jfr9~6z@?d{Ut7Zc=gKtF&p#jZs=NK3QEvM^=bB$_zjWKr zrAypZS_6x^e=N4YY}4rl9o~L*VMC#Of-L7d`z+@?EN9fqa`u_dKGS*0m`=xTB5^!> z(l8QCoYzZY#io|Wb>5=6xzT3DjW+AtXhb!|*cr-|lDH!Lr-o>rKKSeLrDZ^)J_Gs~ z4CvRAX9ffMwWQC0UJ(YgK@8}fJq)N{XF$Jlg&5Gda;|%9r#cFe9I2uw7*}vuW^7`L z=+^0{G80qLhygC+dg{Gjae=i92?g4{Z~rG(ylv`tza;G63A^hZUlQr}Ek)u2dvu%p zenYD5TnEw{5p%lODZ~^uwUANh`B9)E7nmz@Z9gtHQXz#;3xr}dV%(SZ8)9QC!lkl5 zC@r2;4-4eh5ek^*b2C( zGvy@@8gMV)Dlb8NaS2`$J%qI${B93^w+Fx5gWv6eE`9s4@-nbrFE7LHWkh>Gmks;f z^0L_-BDO!IOGN2mI)R(cr^UvWN7Ko*{f^sRY?5E@j4F2~r0odYVuYQHx*aJR39vJ{ z5O@9BYIXM|X>R-d@>1I$m6u+(fln*Y-PLMdEjJK$vW+3Ucs5WR=??b2?qEOZ4)%@i zU_a;%_Vw;yU+oU|!}2ofj+=JJmG)l+@K?2V)g40d5J$>Ozk4^ZKQ1rB?%l|qrb}Tb zmtY9(c5hlBq=iQNL3yd@G0CHSy}a~j#ga$+PI(y+1W6w4TjeE>CK*<$&YJclT?#un zh&iaZ1OW2hMl`Nawe#jCGt-^S>F#8{+MUeTyOa4wIlxssKzC)LyE4I@&6Jm3_b$VQ z;Lc78j*y-lLTALYdPqlr`e+~dHDY<0;hlWnAz|C;{g4C%0@|yf1)Y9q16Rf#5%Iec z*`S(oBPIVN!Rnw^SnmA$IpQm3zUSCt{yYH&=-6U}y#?u?CB_G(5AE)d;}L3)>kB@9 zA0FQucAvK=CjSG0>J}UUe9*_#aXh&5!$(~o>*TmPiCh2J989D?r)=* zl|eNo-`?Mb)aG~8p0JFQ1E)va<6suxV+fVtA0-F-+PN%S>BqabMiFHNI+h;dn+d<* z#Kar`g)-r4d$-0Iv6DeMbsdKVM;sQ+8AVJp{rGjvG&PxpYT1OVp#-RW1=TJUEj- zl*2VNcV;SF`9WHqG=^twxgyW0(Kpb0)8oYBwT+Ok6tk#-pLu&BtiN%H8 z!+6NI2WWtu78iAC&ab37LXTL7 z=g^}{fB1r4%()j;WWDq(SUliN-bn#^2b60{a7^roaBqUEANf;%)W|tf^y5yk22`x+jF&|_h zDJepurSYXs5pXL)mZku-BSIvTbkWNLL?N=6=tb7#+L^{Dge(X9#NeyN#e56^MgQ^gcJyfJSw-8b{ZPPMQ`nqKlP{mCnN*4uv z4z=nwNel%53kv>C{|F25%0T@AB1<`xsd0&$AO1ugH}Cpn^(||}6vRiH*|^-e`g1?k zxLQ2{T&?HA)%ux-tF^;f-dwmE>~@8#x&PVtT0I5$`oqs~HvZ@p!q<E%{_9&_;xnc@ z`<6Q1+u6gR9_#t-RQU}Z*`Z>cO8>Bw7(fW}mPu+7LlfNl3Q!glIBgozoi$B@s)kK) z(8DA@m{NX-U}l|iazey%LTm>e2hVcCU@0dc3xwVC;fE;1n(Ev}CcsD@atm^tbrZVl zph_?ha?Ek5_q6G3*?^;O&yxjCeS9ui;Oxiel?6;q7Dy{upjncTsE+WWOHM$J_L==Y zvwumL{ZGa!+)ky4pQ+^I!7HW(x&YZ&Qll}^>&^k?A|F+HM-;$`En_1OtEPqwSCp zH09gDwDuig94Z-y1}^CVFga{TrH&}1#AsHr_9x)X33T2g#?_I-)sa1R(BbN+i>n*< z)IlDn!Q(_VT%9tmR$W|OX`=vkO;+FpiHaQ&y!)$HNNMw6ACLF(_$9&PfAtI(0zUuK zBLtYP5TNE30=i0@E;r8^2vH5b$vKC>kDrimlSrI2py}ROS*(-Hv}=|mC=V|*Bw6UV zdg9_sV}Qqe`w;W(gUr*X%+n|HbMYU&7%u+q??3q1Tzv9WaPfEj_`x~2_1a68(Rw_jV-aKE zl#q*~7hy}lGYsfDWvW2mB9p?L>X{U;YS^S^5%7Bo#6DP}@_0n>1?RCFEKCY3E1a%i zV(F-8B2O$h>16BDu4`n-p2H#MqV=eB2{OsMJbx5)^Qmx)=Uyg9Lj25Fi$P2mHp>3-HkJ~c=HY_V>##X6#tvK|kEgs@~e zUI6%Nn+0%7yqXCtMqfyy=S>W-&@?BqLGoNTO?yJ#Qe+G9KxEov23bJ9?D=BTG)=R3 z^U{0>55N?{CKDX7g|L7}G(EDRq<{F!W`T(~$s4H7L>8C@aG_mb+AvbI%|ejyY@r#1 zbKfBO_FWAxRpd%d*?rConZ@?Z|9r^N7iVsc;f_j{@T(j)4v-)<8dsdEZloqz)vfQb zo&E>}r4&Un_`Rg)Dsoox*aYs1j4@F+r(w)_^D49ZU{^8>C=nggZp!)>cRddWu*D%h zh)56EsZTobZJ)@JzsVKp<0Y)prjXJpER3N!x-exCl z_*r5k=z&{ge8a8CL__Gf(VV91Zb3tdjeX5IA-3< zfm35PR4tqjs+`c@>Jj=|OmAAiGw9_&1!LsZ(FLk`fJjpCMHh(VTtF1e3q;K6wd}M5 zq859r4^*7qTtI}~j4yyVQ&VGI&yQzO2dl^5W%uS(o$W z1(>xXKRNGY>=?Yj$@s~6FY)A0&U=Y`>ms$aT}A9;%K44Q!>l!X-Son)h#&U2>469| zA>ZS6WEzO8XtI3`_$e$M7w-FN-AMPqWzkRWK6}w`XV2Lu{dTSZ-U{ZyTfyVNTXHVE zC7(Fny8rBXc;6PW&lnx$9JuSwD}lS7dSBzD zVywG@X62nwS4}oc)udN?7}u4GA*IuHsz(y_P!+FfB4W<%XaR479~>oLF_*u37}`!q zsxe8bCWcs7N-F26AS3vb)m4zq$5cT+Ff&U9+3Zn4#+OnB`M^c0Abl!Eks_`$q>T>X zo1MOUnADR*0}f#8DvEHp{6>baW7ThGe{fXTMRwN@kBapDYe@dP4C=`_D94>Ym6YS@ z#PMD!%5kMR-jByJd?s_ezjK8--tdA{<8e7BG+BuecOw`}`&O@0G7}F{nuVYS?2#Xw|95^WadWqK|gu8r*CaNWh>;Zx_L z{MP0(oAZC;6~o~d!~G{u1dsQ)DkC=zvK3gpZLW~RgmoG0Eeto|JS?>txQT2sh|EWn zYRoG31}mmb%pMH5fk$>L(tt!2VyvR;j{LCB_8u?4U2atP#-D0bsGr5C@ChqI!l#a< zJ($Ym853dm@OvMeeLB8<)nlKI9rrvq`$gVGw|ZVA-+CeucFm{8S!;kJHX7`##r8cI zp*7bkOO_Vr>vn5NJ1R{{)5K&m2ypUU99Q=dZrWh0*%0x>RDl^4m8onjtkC8+)3;q~nq~l+8YnKP(sH_&9(Hq1 z!0*D)9YS4$skaQ(wq%tJ5P8^Y#-?4x2|h-{^(}>jAt9VLN}iRz?XA8g-58bqchy)ERZ)2)c3J`25ju4xe@Pv^R z?2FGSLk%hLFfElyNsls#?87a4%*hcgw&b=<%67*#SAJ_CDy3B^lc?BR>pW!=Hk)d~ zIpG3M*m;Z6rfr~-ewA>6qIRZ5!bRKebDqv^jExYSmJ=?*IfRQmY$>ii7ufyp>c;j+ z-m3wG?NnP9@Rr4MIs8$cfHHC?W`$c=?ol+C!tKO?GIA$kg69MRP0M zSOAl~dlbyON33v*tH>Q^eF8@_M`YodVF6_z1SQ~#J^k#CZeVnYdl4Iv6?ze&tVJhs>2$kI*d%j%nrasXi68| z`<%Ch%78O57Uv~si5v$&Ia-=MIa(@>8Da6H%+oSYAP-03Fb1WpErC7uQO?>z$UKDu z5@YzJ$D|V1(z39BST`+8FjrcZXx_9eqy0;Q_J6-Qzd1zK(7v2s7bfRXrO6uFf6T`pw<>K8w14_( zg7)QkXkS*cqhw9V<58uty`qfkpEGF}Qve$Qp^~i^uk^3#nY+3{_)WH(?|j>XWH*-v zLKa&?O2IE6a|jtj(m%Z(tUh}+2b>}WN;S4Zbd_pn-}+z;MecdqgI5MAp8lyuicg0$ zC|3$8J{{7a{6XaSVO8dAH-(|3!|C^iDS>sS@L`aY8)=DsBjCak73tgC#;A{WL_ zANob(+2f)xB7Ng^oDFy)$4Xq5?z^deyAjAms}XU~q{8bN(kdR8u(x{le#H*k$POwe z@GR%YzFX!3>6s~|I}ek7%5W-2fv)Sn7?JK@ALFrmB&R?xCrOPsr#$6uS6PFzzzdi9 zd?=$IhB*OzN^)WJ{)}utRk7q%^X~6nb;XlJfvB zL~Ny;sveptSH7Om+bxDN&{Ii!z?+=Nee!c}P&Qzk_$(;1z~8N^Ebu&Bf>i77mdE=* z>%h@@y6r>qSo@I7yASXpif_SyxiI2+#6{E2JWq-AgBw;W;eb%N-0b(LT)4}OMQ`D%x_d$$SHTc z8Z}d1veXVvw3SqpMn19wg?;!l2Sxf5OK+7LqD#%`>{W~|qKvBbB$?kMj~ES^2ih3~ z&B^q;xl6Rq-2kYAjv4|BFYKW&9~Ab`;e#SQ-l5R_?qFD2fB>(daZ&|Q-h7{nW&}7Q zg9K>ykw+eRL~OINpaJdlx2dza=1uZUI(;*G*65ky&oqaQl?H-RilLpwx%AvxSsNCQ zI3ELe5u*}^58Da3mX*T|(LQfS)-=5qt&oh;r*JWp2pA*<6FqLzg8Y!}2p1GdYeHT3 zpIuCtVfG7?6YT*hgcAIp_WVF#N&(*9>CcyMuf=(|Ig$=3K#LLz2IPTMlj$Ltx*ah)2av1D( zhxGW6G>5CYjz%q4gX8KJ6x|q8uQCqF*rNi3+F_558XBV}37SxYbS5YKVO09>zi8A- zG04?jzKi}>imUPRlu<7bi(e@5q<$iuQ$#>Ik+&`eIkf=ZyFOilchWuNNiTBJjGSUd zP7Q~gVzTIJU?r%A^Qa3i4La?3zTy1u@$%`~!}%R#gJw#HJ7z?rVUnamR1Ty-j~jMb zVRsy+DFV$&yXPx4G?#f~Q3oQTu>$rO_1R-IVl}j0DF)XFU==E;)4=NkruYwFyP`yT zs-UiFNbkJ;Fbxc(VX1ADMp4$!)F+jBXyBoJw+C1+=R}28Q2Db_4uy~S2t*}19HUrb z*U2CwL$#et9C&N3q8eTip+$~eK!#vKiqr`qMMT`2A`2Km{3neReL&6KM@y&)7%2u7 zQVbX$1y))`h%uK|ZdhuCkxLzdteOaJv|LB|z&iO~mYRW^mNK?9K@E%j-Z*wWs9~|+ z8^;T;w|V`wOy#<5UVm*&DhBN9N@2)(xw7;`D@BGSDkWsh`<|f7sE!5f%s)B&lzCR7 zoC>zmMAjoj7y$!He3(2ep*C288yy6H+d)Ev5nK+2VIs#Np!kwO%(ZDBk=qC+?YoX2 z6gDi!3G3tRd>+jng~3*e3<#h6DX30ZL|C#m<(7=gIiKaeH2UhGuL_ezCITkYrkufs z?hNo04W3TlY^kJ2)5>jF4AvCVk~13HWKFy#+=ww!yuRg5Zq}?#3ALtZBZyZh8{mYr zaV8Uv^eNAabMkhmxy3JU7Gfs#-r%{IFroJZG4YA3%5Dz{M)waBx*w^b``R%6<;BVO zOcTPFD59C~Vo5bt~#XSMdmYr23S(crV zA@9KPIu-=*G)#l)Ppx8imQjcA72|s|7ruW{558ADoie^3t?<1a2GU+#zB3wabeyP5 zz^Zz`Cz3#~6eDYdF|pN53G|p6HL*R{LkV<2gFH4R05A0K>l3de29fh3g5Q=k<&4Oy zs9}ekC6ze3S=)qVj4-aWPCV#@=>CGxSPvQxDC6JhoE&7pzPx4YEOdpJE)1a$yzOkXdBUe(9jFjS{6dV%|p* zkw7~%ilYYjxT(uThf8qd7|^(6QZ1r8s#L4X~j!Qt9XrbZaVIHT9h86f(sRS?1xh0qC>9w8InbL zQjR0Z7GuKo@Cc@Q86_J{Nrg%_I;_~}(5{^z)Z42BnvDnj5)b;1i3dqDbl>L~5Bf&h z-z#5{WOWou)Y;c{Zvq>x5k$A8-BG)bEJB)cBFY+W`&NcyMC#ChRcaB6F@pgJIzrex zKmG~P5hzF)^N1)cOzuR|zO|H`QPPdoWn(1ju*Q`>l2RX*)WQk1^(b-#At+~ryX2yC zbg5j0w74ufC+hvf2Ns%HO>%)mHmC&S1^DoQizTj-%r_dgQxhAqC}IH`Z)o;9-d54k zq)OFAoh5ev-+zMBNs)Gb_AX&!L3a^BcM(B%5y5nR4(D{`OJ zjAYWKN(HE?qPw9)+X;l_`5>J8Hkq($E19boldi?c^z#c%Y)>98S(*1PCt%_I<7&Ju zWnvqHT*vl-s^L9lL&$|`k?FWPQC5`t&t%Ty#UJ!2q`q(Ehzs#pIM(hR1*oB*WymIo@OW%U=+!E5Akx5eUf=UAuzN4Z8j6+TzcDz&tUT8n})|bIrx!3Zo zWIuYyk|D{G3jFC5$dt#Vopzcs9l!-%kDiOQA+XE_DDN7F*$#4;?OqzT{$i}ZB^4&ZrWCD@nZ!xG#8 zy@nRFT*uk&I!f^~&V1@Gm+3oK!|BqR^xo%U(`zyk)6WJ|l17g%kqY2#;$wM(331rh za@29aOYq(Kg=|Gm3#q;SRw~I4QvikbhV5*XIpTr|UzRUwWO@Flk9ix|oq>}y4Q zq0+afDvgSydr33qw_&h~WPMB8@1cobYZAq#;jOi2x(J}UkAf-Wmz;k27p&y6F{lRI z*DbNZcenKCIZSP6frCG@bPz?onTqYW~Nt z>NYP@Rq;fbkX_S{n+e%{@_Z)bPe2utXAcwdz~`R|Cgk`3=y5S2vzzsqkUF?sekLTo z7$(Gi;%`17?2FPJ&&_1lw~K`ym7X5Pb5oMs#_XO?9TawjJ@l!ABK_tIM7*c(UfOpr z?Yoyc_tLIsDS4W{V?nOQ)TtJ<8&2J6Pqhj=^`0*YdkBAi zEtc=$zK1_6=I=le!8#h`5n|icQhD!8naHUWqf8NHiS1E& zOBMp*z`lVPHf2we-YC}`6$jYx=`SE!8^wA5VQAL~TT}KZ;LC*esGIljzDCP<#IIO~}!Z`(54f!>} z4nr>oGxm7Kie~J^s5Pu(us86r%oRQ;Y8%5!TEhoc(~lk;8E-E*-7WnJ#(;f^g+2Y= zFS$e{n)XL0GKMG%q1o}yEz@4Eym3~FwwP&XRS}!Cb7XW;vwNh?OYG$5zv3!-Burfr zP#0wqQr?sEFVN*?lI#~_AK+d=eDY-JhG-|>^lxOirHidg^N_yC*G%M|@l3dRY3|wA zMO#Uw>!pXD4?yCub@F8KXba%JXuJud?Z?Ds6Quv6fhr%?bGlc0#7;)F-{F}tSqj&{ z=~-yK%p*Wl#w*fyvE|S!a?f!;WOu?IH91y}K2X?AF;So*Im`(8rkQ?k=|!BExT;x4 zb=tB<_q+t%$|VG$neI6^^mcP)0-PRg4=4wBbb2&sn9m<22p*SwdNg2=T}EnP>VYj) z_^~C}npZzMWX%gJYaYFEIy!7GPm0{*W0UZ)NjSR;x&aE{gUZJ}*X5KQLJP|&do*J{ zDIqboG+#w&W9Z0)wHWKL1aM`-mNYFch0}6}rUg#6Iy5b=h69Mvd;r4g(73Gs_mnVB zT6(W?OiH>ZrNJkqQ9mh3&q?X_60)(fds3QwQkr~HAd1g@Qks|Pr0luCN!fGZld^xo ztdl~kOxVd^IpoBNf@&wF=}wAGkeTp%OAUo~r^rzNv6Nb!Y#|tUOr2=)uO9yz@vq0- zug6+^%(l}pBhu_~y7DM4?WJe0;m;!m0mRqfz<`;H=!m8JT6_$1(4S)g2f40;={_A- zQ;4lN8zAGEBy;Qjj&mPCAZ@G2V^SHE$0sR~ePr(%WRDu;vZ7Aew-4)R7-AVBdo(Mu zz(n@U5|+bbT12k6E)exm&WQX^@9UuO(U_Xf;2%7uj$|gXrKQLRa~)hcXO?7C$LsVGK*0v8rG?3bW!I_{@=Rn;21U=fy-h1w?+9j3cva0Otb10x>ETT!9l5jkUwvc2Q z*&Rc|bf!CN+B5B0D|1RS%Ql*f*N{dPP&x{&o>qeBuBHW4jOi$iAW9;LGMJO@IoEI=Vn5NSgMZ5RbxVf=mnKIh(B4@tI#6FSyfs(bFa=j`|6-~Z$LGWTfr>YKCo zF5Wyk#o0BbpG_n>{$kRLj$b6&iHb=U0UOt=frhHdGW0uba*u^Vfb(w5?_GpEeJX+I zbtiEeCNK#L#^&3c4mXyrK(>pmEo!I_NQK2C6=oq&EoR(lPbJ3f1_2_4_JKlTe#}87 zcKCgN=$BLI2+L4#PAL>k2(q>Be@PHR6b4ZZ(U6rbGKeL%1<9G4gWy}Y;CVn9F5$Y# zwk#haOZd#`t?7tA=ZCowbX-k=E^HD72%B4T;Ef3 z3_JB|1r_4@0+ z$D1eHwf_qDz$ z>zo5Q=4@IEskGFc?bc=ycU)C2qOFN0ipWo*g%}!Bu|dhPF7&?~kD)+;2rA$#Q~J>u z6IQ>aq?iDQ5VuE$@Ua+wkH#~YZp!LA$2)R{;@CbB+X(Lw<_=4S+hf%@J)@($!TXuH!}OMG zPw7V$LK#kcHT1|Xvwx4GEA@Z{BKyInW zD3-DPC^bq4@@2(7X|V&ryCSa!YX@F~Q>{;`es~}yEk%011(2);e&-ZrFLB6>OW!m{ z?$jMtyDGL~sq6m88zxOX(6n4VlsUcKcHL3vtp#7D-W&qkmQw{Jf!Vb20AiQBM?d(4 z-{iPPn%{dpfs!DSEW2O(rRA~a>=CAxoXiISMki~`&QsWp%bOnIf zOU5|0rTF_)MKwudjvVs1JP#p-dy7!k32{$%(F{)3_&|80C~u*A%bk`i?}a*(QSOny zx)0J~t=Q}}Tw*@51tLf2&sUd%@F7O9Kq8WIHU8aGXyR^vAw6tvIEEZHK&ZWgIJrn> ztOutXHZMfe`XP!N7k%T(;hc@lb9fo|#5R<=VEf*SHH9G)nl2Y=O20wuiEk`9-tXmdM*(MAzY)XPatj)*g>Dkt;pwedoQOQKBpZ` zPIoQM>7FGyF`$;Nd#8TYFD0-#QV&QRJfJ>BGDHqwb;|!VQ*Epi=L~IVB59e&zJoe; zcc29uNN7Gigb8t=RWR=6Lc450CtqY+fTIWnD7lA`&oLQ)43)_W(l4{CWTrgaZ36$$(fg_^m?(KO7DN+a90R$N3{z z!pEoe!4{4-)A~RQo?95RXJTkbB6ns8om}KJf6BJFFl1X|5<5QBsORTev8ACI`zd_e zsR6{<8ar21xkvmk!NVtq{1jlR(`kK%C7af#QK-pjeZttto%@by{iv}K)`8>rjNIuV z65R0c&j+6Z2G?W`sz35OO5M$o+-Zev4`ia-uln}m$m=% zG4lf-eRv+{%V%}rjeZz1*T2R68#Pl#?)u#`AN{rOC4?cAjI=uk=3Q8|6Nz?;zbnkV z@4w}ij~hQ-usy;D=tUMr3I_%o{A58tE@jojrP}(o|EY87Z~yj>K313Z!fWT{C%tvc zZSfag|3km<+J|vRKWx?3|LvYXKey#4zxJAkw|?hM!{^_z@IQQP{^9vw-CqRU=lpvQ zLrZV#2#HxA9{`%okAxC77A}*UF6yfSJ%@O8xFRQJeF8;xuw?4jVVZOY!-3Mu) zPJHvVOuX>B@{|AeiP^puYt=2*8f>wLp%?$@D>m6m4QBOw>MWZklYGARv1?zeChgZ= z>+ayZot>S1j4M(-cwfZWm661iCHTG|m<0}VjP-;9%m2#-^GuPS4aAEzoVljaX@5H}AddrrX zd1fQ^kLIbRD%>VD#poo+`DTp=VCL}J(4%7N{ zD79si22$%xYTcUFbMR~nr}citRv4?M^+CBj3z6%9YQ`7)!6{ZvI>#OP*dGMu$6_g| zI98p528&KP3t=xXX-_S}pHuy(fLdmMEUX%>NVHC$2r1Dk_;C38%kfMcgdz?n7d>c> z?ySjr51}Nrj5Ec^v))6zIp$h3E__|rH&@|Xi(+yh6-Be`_w8|eQ*Ww9ITlfKcj6_k zGv;7dHQsEPq32P?U>eU;9zLh)TpCq=+8lD=q1<~*t@u{nf6n2!4I!!>$aK6%{d4FL z8{f)cTE9{65o>%X>UJ$lMCkpJGYL(La(d+*W`z;eAH&<#e2^V-gp-*fuPT#8*v&Ph zpFbxaT{Lq$Ql+fM1>8`^t}XKp-kQ3}bY8=T*zYVQE`TT_UH^N930Eje=z};Ssyh~y zC7jl8lCr$f#;zqrfG44{k$Lo$a3OUYYIN%ZTFx3rIG}#}bHTJetmJfZ47a|xc3L07 zGf%Fa){kh;!g*ay>!UIw58(Q+mTqJvFVg#il{H_#!76j=^;Vlpn+q*_JQ_ipU%lB^ zQTr-#vFPg;^Wo{mjX-@~e=;%522R0>gt(f@d}tG01eJI|9#>^30f^y@oPv(RK2&E3 zUj;fts`Y^?Q>T6yMtX7`J^<%OAI#5yS;Tj$2f9SV3*DjL{#;-VY%F7&J;>X*`Ll8p zLATn*@S+Z#rsB@g83bPRWkL;XAXRjyg4&*4H_JyBH%rLglUB+48YS*;l))hy*2%#N zCmvY{Y)C5e!ROgLx@jJ0#MTGm6B^#k{Z&I3>(m1P@USh2348uYS3xe2Z-4tw9>}E? zqLo`AYZ@WUd)3f>rVZTi!$LN&tiCu3zsmdrjRaz-QeGM<;J0XM+0@KXrZl1g(kwtZ z)TJOK)H?!Q=s_R3J)Af6+w(_#Y94lUTe)bd=u7Qw)>9f`BRntp$TGV3mnlst#_J&c zBoCm2%w$Qz!7zk0lDY`iH249AMI3q(Ic*d3S8%4$bqTrpKo9543h|b{4L@WL)*qF~mH)w~u-I8gHH9z72?+Ool7s*Ryzn zP8306l30XhsYc_n@b%22MjS_^N>3es zf2sQs$Gd}}Ah2464*?;CGWjSPW?GxZp{Xyn6m3;rA;7fFX!_+*E_7c+w$&0~y6~kX z0jA~?H#L!^S|UqBi7eHFk)`3H$kK3y$Wpy*RH+tpm^!LdFODkB>ZnqLtLr7e0!yPx zTXmzfE)!Ln!1aq!rKkI%N;L*{vM8!FSrk>8EE84w(YG&&DovJ&DqZ{-qe}JCsM1z1 z613He1a0*qL0fesD1i)h6IH60MwPyRv|!(@zXWys^yQ;Uvz4Ms(f#5^!QJw!`LEvz zY+ElaKPSPcWnpVo^p1Zx9o^gb@kIOz09=p3)5qt7Ze9Q2zRHKgS*o!z}@M7xVxTf&Xa_@laLP4=wzi9 zxVscn@R7eb(Fb>@1)nXw65O4ZfR+CE{J!%lTwgJh(%w`{ds8j#O|^6-q&R4lJPfw- zVmLy9bpviRPgT7es;3QeL zye?aQS-iUpcz4fw7#-c<-5KEBWddNASpxt&#H_oM|KEwg9l3CV0Cu{;yEDMMyYk}$ zcz3@DUEu)U-7k9WVegq|t}FB)-W~1;%(;jo#Jfut;oT(zcz1~`B7Jyw?LLWP*`^mV z_{pHu#JkHRT#W;0Yzf|-cCxuqhTjYso@25wc>I=#5uwd_u4Sh3mB zyFBvp2Vp|6!VB;mUTsP6R;!K?VOMc0?D(zF3Fxv@50q*g`y%(~Of+wr+I#AIlI zT_VELM()-=Z?H>&p1hPZtN3|t%r8p(e)M;*TKqon<)z~H$FH^c?E*%EeA9{GM?QNk zMDTy}wG&q(f-ipTTU!Kg*W>J^6Txc%JbB&%IECI?2)&YkoC4I$Lqa#h-H1>T^~=g$ z+ceQ9B#*8nBuBDl){xM(kldl*QOn5r$};j*0Up&*c%S||laasFlab>^GIHEEM+Rl& z_^M>&_)0SJRf8N|os8UBEF*U*BO|1Dv5ef6dURHnkvk$IAAj2?7Rku*A{qIGS7LE< z_GIL|k&(B`X21FJGBP2dIh=28*a3i$8+u6S{)FOw5xIecZppe3tso+|dI(<6LqtwQ zL{6?KA}1oJC6^JATX{31dLnYXvWVQN%htK9h#W&ie(KD!B62J;Z!9t|{EXaFUx&>5 zwPi)*D?dIUBEQ2e7Lj>pKt%pIyI4fV9SNfC6OmhsMC8_hh}@Djq)$Z7`=o+po4#g) z^CEJK%6ySbvt>l&1`;}K#9GT?DPr=3h{>bd{VB|y`BG0z9$P_7j(cLV9T1Zz1`87~ zn-cLz0erkkG0J37rX5Q6@V{wuoLX zWqifp(Y4uCqtb(kViPG-!nmXQwctGf3EfLsLe3*rw^Zg=Cm9d=SPcoCfv$p((3u5E?xHkm#tfOQ$Qz)oQU&UA9E5 zhVn|7&Z0)U)EU5w?aA3;J+H&Xa(0Jjjo<6-l)7)1T(l>p0&iOHNwUQQ3nVtbds7*9 z8D=2ZK_o9Xl{qmkuZk6t{yg1Cup&)qHtI=uVL)A`h1@WesD7V-t<1;Au{UP|GScZp zKq*Ki@-c?}quob)q!4`RUfH8PigOpbC;zk$L^dJ{<@%s?TX2Kb)@;;9O3;xKkgjxn za4YCLQi+`;T$qB=H@5GgxQL-Pybzg+{3SlmI&?}CxU<=Oy^S0K9nK%^EkR*iz+lu3HOXrrO%Te$A{8LJ zAK{3*i)_MawAsZ)+r>rdG@)!Y1yv6O3K>9EK1B+68OvJ38V@bI1HtH74%Z`f_%b_C zXorYF?y2)a*+l{glcsPN3s`OJ$ej}*FyBQDlx_X%mWX!Oa>R~oi5e(dS{SL|=$NnF zESSMqdUzXm^x!kktPmC$&48lyn2#0r6dE2>&%Z~oMw`FYnja3b>=d=Z8u?ilxfix=kz{` zq|`n7r!{q82y-r9)gVXWt1(|K5;;41{{mJfx`PN_gLlx>LY0*E?P8&S4#7et2Dfj% z<|oczgDqO`0UZN~{(LPjez!;j+H(Lu0Jo5Jp>MvrVT%+~-B$&yt1^3C^kA8I5;l37 zMdK<58bB>Nb0gu=UC;fe3r484Zwp2so!=H<(>H`U@C$)pku~eU5|GXsD2d#MjQ1fI zq6a2vxju!HY>*k*=iVs$+#6)?zK45{&8S$;)(6+&uVhKWg1NFRSX=9deSC@f03 z#Wehmhr==TV&2{>NpREL4GK1HgOhT|rT(h7S&9;?D}jpmb>KuiS(Ry{jA~uY={I}9 zC*Q_z<^`R7lNWvVCDiYszq_;Vm#=X4^(NZqdG_tk;R83mr02%uGUvvq?#vf)c1)I@ z9W#amu5fhh_N*)M^E*1ma&(NZcyx^A{1ShItSg5;f3?&l0gSXchd#NwkP?p#yr%Cb#g2NjjNo7UEq-f0b5#1&78lsiUcaE(^(m>5%J zH&p!xPP8?Tj`5W&EcMYbUg79S3k#C(J3hX96oS@fANjJCP2FDt92MzAzCLg++g*5F zFOQ(3i|sC(y@Rz)WywvOn43_bI9Z~s?!kPJ*e(hiS9zq#^+VSUY>m zZNfm=cg}0k`tUpTId9&p!ULfcUb2_{}OHKKl4KKtTM!5&`i8O9aGs zPA(P@ap&)ofOzst-xvY$W2^t06A%x*00A+7N&RQ8UO;^I{89n&gPIblFZe|K=$@LWW8}$?6s^dQ^!An_+!A8= zNwsdtX2_Lntmo`O+*}0Q(?^gVg65~k$r6kON7(23W1zWmkzu%o{;q31#@x z@dP72kX{HGEr0maX);%mH&Ur);`K zZ3NIliV<`OpNBsB=|BpMB0|!b$8Dg0u*jtXESy41T~)6}{V!7#enu^=Gx78XhH+g# z8O}%5Wm{vuug3?QKw4*BE!Q3miT5eBv>u6#3$?V%l{uk>CN*&9fBn+}xdPWNcd_}l z@1vg%%pd(=kk^G`4G10Z{!GPtdQrf8R*3$UIA(u}@JPoYPK0AHk%x_C8v)M2ls>;o z>|lXAH(V9<;V4)i9K25UfC(bOnr$MRMm3+BdZ0Vh8P4(KPhE###YGP$zGJ+{bu_Iv z0jFVF-|DdsNTDF(gF0l#HGaud2SHDhOzuZRVU#?s00G`**`#UMLftznv)B4uF z4iDA`r-x-fXGYq*MlAFFeH9`KI#?fkc9;>&gAd02wTVz0E47)REuFP!NjgI02pcgQ zMfYszq*6h;<|n_uY0x{mJos2p|;w^Y`sr2jEknZP~z)iZ&4_dj?}9-R+~z#PacYMnl+ zH->YNf){ipgC z*=cU^Yyjd5nEyAFD$j*-4pCG3Q0R3s>u}lf8Sd+4xYuX+2-}ny&B?EOLo(FNd*`h~ zzL5d2h&%;&R(fj|y~WpB8=0c-olvlt%-2=jE4>~ex6B}zj{+|MH)6K(-`pgfbW&fY zlh_5?55dq6K}t})I?gTEsOS3|74-?(tWw9g?m5&^n*%$fY$Y7TFaE`u!2HYUbp$-} z6Nw-v`~I^2VIx}&jWLJiF&62>JaU~)A^arxYJ zx^ui-JyVQ2Pu@~f*Fns)H&%pqx38#3h-iz7gc5dDwT&K|qZKwaV!(}KI99ez@OObi zhx4@g1p+o0*TOy`XJNM>-Z^wq1)O+<+Tt9JstQ6@4(mp4CkT~Q>Z%Kk3yz=KCY6V8 zy2%c^NB2MOhmEyE?y=_Ei0!(w&9~LICsKA5JYJO@+1}rL#Dfn=_|8`BZ#$*; z*fpXt=dc4;&UHoXq9T`Jmk0#)b%HIKz?UqwIhTL)xpgusQyG=9O$s_NrWj2FUDD7f z^zkV*-DISjB6O31vb8FeXj&psgAV6*bf8aG5A?~Zfj$}O?~_06>b6Hs%^GxjIC)1k z{jdP-3+^^;Jdi=^0F?;TLObMqyN8rQv4yBc@OYbejl}|)`1}`BqZq9gA8b`)0A`}H zIgk+n6yV(pku(z5m?^z^BoY|QgP9=D9mvYetzN3>hzJKdmlYnk-N?sr(&Fr>IaCvu zRk745Bo|a(Q$QccJQZ{%+uLj(WJ_1sBy(C zY(BpZGr#XqJQiD(yM1bxg}8!px_!#CJjK1a7P*tLZhBrK$Yh?8y9CsJwOxkNT;Vg5Rl$f%%79{VjRnH_nwV)x|H z#{7E3DRNw6KVw3g49s_dXf ziA49=s_dc-697Rau2Z*KViRy2!4PWOHph`=X>xTosQm3xpedUm;%}49Y!?;Q%o5~3TX zq`!nAB~$DTZ<+w3Qy}1b*wYTy*`YTiyW>rEM5q}B2mJ>gmlYY{t`jzLe^N~A$FNHM z?!>e{5plU&h=}?^G~Sc`78b{8z2H|vg1ef^ymPHhQGI1Tyj=iZ)u8U2@U$6pY@Z$% z!Y4aZj`Rg`Dp%au4Logdf3r ziF6@&9bZHAWo8recuRQA!ChZweKdTTr{T+lhA$)RZp*2=yD+V}z|Fnqaj@3Z6n-td zo65T_|87fUix#(;A*iPA?m~Vk+IDCl5t}t{lYF^~CErx?72r1i?vTv}-YvR%4><-) zugYG^BAEG|4rYCIcQ*xvmmRvZY?E-)VmsI=v#c z23z{-3b=g1Uf0D~aY51XY>weh+bT1wUiTmaQYi642*jwv)sPKH?~3o?Oqr92CV$;H zek_emcY?)EQ!oq4E=rb5b-KPfpnfj+ks+p1-QA4_TYOmW0jv3y-!8iTecN$*H*Mb0 zj2%WjyGuHt93HP&sA&ywD6~_#>IIi^^$RGY9j?mZx}e#NUA;m;00o3o%DWE8JZ&?~)N)bHCa3fip;+VKU=mv7Pjf_AUJ@%7HSZM_ z>m-&@7+1^Gnmaw3YWB@Cg3I=bV>s`P;kp_|hH|=7C=M-sUVJhgVqn)V;5o$a79?5c zk7dT4L))y5^zR7AT4$yJFeDSeJ1kuVx;&h4Q=VJNy~kU1(ixy7Ghv?XggFFOo4bAQ zX~b9C>3u7+ZIm7}&;X2J*B`SZ;$AZ1&i%*7DF%!{vu*4MT({2u$HzspZ53Cnw135l z7q3{@Cu3gaHlY6qh1;33aw(OVf-hLS^-LA5$dAn%) z_hIGS&FI@`Ms}?Bl9ibYLDtN#7hXK0Wd|;YpJy3uw^;}}Sh36s1#OR49I|}{y^`!8 zyMMe~K{H>_D~ca2pNMUvpzXS#9beGa@-2Gp3fg&L1#P+>@!BgEwbd)CO>Il2mx1Yd zs9v$+ZlF{@Xsn7DBLsX5j6mRCsu#(=9=%+)Kc87#4S#r5iy z%IcNQ6tJ+Roc>w=>eUH>KG5+=cX+GLp$}U-tyiyBZ@ucY@-n-#8#R(pKzam#ewE4< zuj|tJ)c?ra-o;{s=Q49C@}j=YHF263BoI_au>1G9lkBd8<%gZU?v3B+8*zk zZo|8&$xv^hB4c_ur*7mgF_m@fyvIx zA*Re1w$!PGv}IOwzcOFg;wZ`|I9U;k8{*&$l#gr&s7iA_U$mk87P63drWm3stmyIt zJY=z#bJ?a(<9ONPnD%RVsj9-r;DOdQC*iwoSHwpa*bY?2SY^IETx*yWK@lJ+%#+6LY{BsEYZOc24~Jx!0+c`%_+zK?2XglPLXLS^HDJJ8O& zsi4#0y}2MiM-Yk=QN2rNSUOV|M z$u=6)K?d{>i|TxZ5JAB0VZW^TJfqSZ&qKkegV!l-^*AY4bkhJ*_G03PFkb>=A1WOR zg1sk=mTB93iw3@lJNP|iB=uLUH0v4pdJ2js@=YQjgz`XCaKs=&rgpaH;AKwaSfm!-S zy=z%c%zrK}B;TsMm}CRECM1>w<-cZ(fDK#cizl%3Je}8yst_wndAM}jm2hy6P!BpnMQ=a6_8yvw5KMU`C*|sGJioQ9p zIgyomUR5@Xf9W8S`mL?dwW zD?=DPgm=g68xn3f5tQL*`S~&7`4Vg5F|}A{4@rSWLW){65++4xv!dnT;gNf~%~{XN zwiobjS?;;CmGFHZQ$@Enq=z;UW8t$wWj?d6_l~?WOKw3I?zSxmVjYS7?0V}~&s6A7 zJ)+O)iYa#!@)2T;WJw5UKn~3HAM?FN$2(@Kp)yS zBz-=c^bEu26oQN(%OD&jaKQ(NpiH*#v&y46?~(vIU)3A^#rKl6k? zRrbcqaaDLT|2hBiS>Kt95~+t;;7#zzcJ{K_`rwx%CCthx){H|#s>7pFECFAd&dL-& zm?&ez7`Yft>x-HLhw^>sF6zo%_^q>n`_I37HgMl=e)G1)GuCSJse(%jmLVq=%Z0MdAr)XIS>j||v_#RQ4Q?x7` zIoc!#6?H271Ja!^j{#*5j!n>*AQ*>5F+clV$Z-c;#Ardhi)c%Ww8=XbEDO4~Q`{I7A z#MzYIr-~t~Z3|0r8_RJ0TtO9f6x$XTVFX!Y^+oN6L{*jcrlXXQMQ=(;HIc84**7I2 zoT)tBk$X8usLk8~MWlB)H>Wnnj?e^-(3N2~kx!@e{RRD|cOl?|b-;{(D@56%Ekujj zza`*&WTK7XnG7$5h>i)E$G32#)k^_R1ylOXMGO9TI3MT2j>Tkfg$Z35XKeu!b@dx(jCdw>BLNE61Aq-6xV(a?_;d7V7#=lwbL2~<> zO*eE;1ywy%Lur!~3oPf2Rqn5`9>koR+T4XlaQcx_UDQk5k)ozlBnEW{!o{VU4KL-0 zKjI>EP)V@<0cAre+A&q{4T_~WsANBo*!?*~xMEAw+ZZV_=;_NvmroUeq|b#S@T-mT zs|^-}dI?RMm+t2~>7sX%W!?$Rky7e-Ad)5Ky!Y^P!K;I>N51Xw!`GwA%-tw$B{i6h z>R8#OZd~5|>IKw5J)as#+2JwXanXbF6I5moy1mNR<7xWw?~j_r8-T5Qqm2j&;Ie&Q z%YZtkWTigjS8Qf=oXor(8=D_5Q8)Jt2GO{gUH5{k=wEssokZ^O-=E|JiLpC=-AmMn zreGYXdGDkIgdqx!{#yLBAr@kZi9=Qlg1ex79Gm&b^;oN()^)Jtl)j*QlXJF@x4h*; za6D{#SyvWFyWJ-^Y zq=7G+Zc3IcS2Ep{Y@Q|C8xF+Qt<%pUl0q|eUF3p2%aVj5C2p1gb!BxC7{!{Z^SrCw*(s@hNSRiJQzyehwwe3Bm(I)E8(U2 z2>pLK=um7-mdr&v$IgF3zI=qvuTA6|rsgXf7ywE(`5*HEpz{sw;^rCgJv0BrMsPihg?hT52PWKcDG#SG47U34 zqeu{J+7k7N$VPWIsN5}H3p-XZEuTifG^Q@)4BEH;;uUgT}$V$sq1=_Kr&QmnjktGXWzQ*AE+SXW#*&4sHno_pv>9b*aF6HkcNh zj!m!#>KPWuDf8v6@HkNGgUwAW(j+5(SawFm_PA`@tiQBJKl<~ii_D+=Af^vak@brK z^)7vniZWzUJe;k3n~?fKEDJYZP3_Xb+9gfxR;pWoW8Vbi!@#{=2JF%*jaEd@@>NRn zroU*V=?x}$+%&!GWz1$QU8`}#?@}N^D`THIi?;3Lm|T0$F9E6uMiGhca?n1T`?+F8be943w1z~e_eb_jM3 zMkod^!z#xls&aG@xS3Vt5NN>NC2%8V+*u$hAXqf~n1d7!f7}Vk;c75nO^@89rYLbw zzVEYv`)&b2JB{nP|L|Gy7|vY~1nKHw(-8z|ReX%RAKi!4EI3z^BZFdB%9-3bWB~`lrdKq~x zrDnBP<_4(cF`wDVRAl}WX~A≫dy-kEL#p6yn5Cg)<=|VU-Kar#e(7!8;T%b82W{;B>D_SX&46I@+6Qb4cgvRTx(kvnyx48mV+rZ zL3@7KsRwQg4yBSDno!*q{A^0QJrJZ0rE)Ggm`d~tUw&*zK2HugRdjH(Gp$by$vJ4S z3zYd(hX>&kL(-j*9jc_!9~&x$a5U;lTo3KzCx` zc#;SJVkw~TWrUAWObvYNjzF5$pJb!sg97_oCnTHY4 zo9(J?o&(b2k;HtNwxZE{Kx|xtIArp`upQzfkBCRiWKAU^)7Z9b`|d8hP4{f?A{G;& z5GkB%tFmod7EQzOT{I2dfr3sqcZx6;%K&0*UI`Fm^UO+s7-kRajskVPh^K3HcGZ6p@QWaTb?uzv6S2W!lY z<o5MHb!gPQlRB3Q-0hTx*+wO&L}*5_qzk!L>u_81=SAr>0$@_yz#IdY8>oS zIM}1cscknQL5+KI)`Uc~mkEhz`+$n}wrr8}>EqE^2xP zuk@Vjv%zqn=TW{UZiSxH-DNzdyN%~`cUv6?)U6Adp>V5xA=}Fpa#dd;>rkL}UyRH^ zULEh_-ML&LFY{v2=BooSKsi8!pGP4(FKHp0?luyPwqh~ceIY$=d2A%2Y0WT@}@SjC~^r}dE;XkQ&pih^E|D;X$&wvAcP6ztDjzQwB zJ{SF&GWFpKG{{p__Uj-#ARcAnwYM36Jgd`Cc>=cp?iJXpvp?fuw~mKJg#tmkr)LyPa*e4vn>m!^=N7gETqKcMGw#q5vi$q>(w)lpP^ z1B@uaviAC{ZQHhO+qP}nwr$(qJ!{)KYuk8x@1OrAFZpJYo~llDXC^gCbya=gQih(r z4n(Oc>JC$_?}YF^D50n#_>8$^T8Ohvy3BZ8PsAK!w<$%MF?EcqT0x_ z|C~;vPR5NnBp(<BlaRPZT#E*5V?PgXp7wz_kiP)ocvfJHa*OfFmU1d zATV(0>GGPMOh&Iu{4sJ>jChgOQ=XFTWH%-2%1qD6W1QtPJy}08bj{b#@mdo*`#j2o zr$m1u+C^=LGO*ceOi?-Zu}we(({!(z-lr*S!W|Nd`*~qTaCb+$nG5ggHVA(b5f?;Pi`C{d61iRir2m9SX$i^ffRzO1r z2QTey_ifmg6o7z{Y%e5pRRDUFHOX$=9Auv!;J=1$Tcdx~w=0g*CED?UbRa1`wnSGC zW#OzndM{k?)g8%UFOft8x;+eA1jo-|d+1vaebJy!8{7^~LkgB*!%Gh0D%dRW7o53e zPO|ThCcSv9k&7IPH>mHiX1Q72kH3bId(|lNeT{Hxk|Z@ zCX%~k6O6|A?~I|QF^2ly?m=SAH{^W_&~jj|?)CY;`fze*Gx4y^6Wc{M-rV*{*IQh8 za8r8h5xyL-3;wj6W~xsph=17K_Q-JIrp$WL{y5|sYk;_(2Z)#(y&&KFdPI_Bz^0l|~`C&mFT8zyV6nl_8 zzY`7^uW*^qfHM@(-(M7FC}Gve(Wcpsd&VpzppJt>r`?i5?IPx?L)C|fCcyXPwk}(+$ma?+ zR#5&-gqVO$@GkSoKUatVn<%Lq{ENrLCjUU8Ss>sM`}d9b7&@^C_{>as(~joKAzNxr zc3l|l@xvbYeK&5p#f_@`RKCt_Bxbx6-gUU1KT@AkxaC3tccW(@&5#@04T7!q0Rrf& zuWfO&s9HOCLZH%mjjXH2R}Nb)iJ9Zl0?|jq)Gn%!G(RxFLKFn0D^T@$i+G0;ltQTs zYwFk1#n!Elf^@K68o}wCVOq3Hm+44K@=K5b`(e{ts>F)7F8FT!*1hakXyD<{+ncWP zeGsp0>|f5>(!%TlbsG>M-yypTD)|qr!;I?=prU1Ecxk2M*B4#RZe);wlI%9#VXdr8GyhEV;n}P5rr&51 zTC@$c?}DD~8v3W9_z1ECKg5KxF+M0Z>l*35%|Nr1c5%JnHOB}C(k6o=*5~*?aUKQ` z@xjMBg{!)!|Bhal4h;QFEgF6%CI9m7P(9x~Mt+ItS=0QDMMKg0FdPN`%iC+%AaagL z{w~EqU27;Wd>x2?2T3*Gbl$q>?-;iG45Gh8F5B7B#)AMbo`!FE+7Sg58@|$Be!nw> z_6M)`wsGo9hStgNwGSfWqf0QMBkv>oXXo}t``~+U67hvCYWOSfo%ouro7$m|+CeYn z{|tY&CAadvJ}4c24tMn;KFIo5NUr-dkz#wP9ioO~YLtSvE70&A%G7%&5PD%UvVxsj zrettMg|F0(Ds#i7l<&bdXhqyVN9c*>F+sY^c>&~~L&0r%8DXushi{+<1Y2Hn7;e(B z2k*ZqMD20l@4T#w!k@xbRE}WM9PPV|llw+l6+ij@4hY<|XZaew3DN@X_m92es^wk-@ zbp3osZr^;bAb0sOA%L$zjZ3d1CU!1HP@e!3x{>oMOT^eaYQcM%bw3Php}!%b2Qpq}Jn3C&OzahR_T{j_R0>#fOk2AD zwv(nAuUJxUCPD!%R8OnmDfQIWrM3?QV*2^W=!?0&4h5eOp9`99nm633J60GDS{uIl z3Bjy}+RgPTexY$T`_s##;^(B0aK^Lu?PAnL84ST(lSCNEjv&`Q77AoGP+1n}k1To1 zAKVnziUE+Q_^^6`%0qH#nW>wuKw=NOP>zc!kx>_&NE7>+hnOLz)+)z13nm+yE;PaY zg=4-C1>xEh7k8l`M@Gf3foRzRIJp$cCH?_2mfP>W=XyCTmVC>B6I#w3S48f+SK|@V z7f1fEe6u<7a(s*13h40^@8=>5k)2?T@U;2o^?Bg^>Lk*hSrj97L^0e)`f`P{;fuGy z2az#y*!GHqb#nNbHA3brDcX&9+`Jp$-yc0ZrNrmI02V@oiNm{;7JSA=xHrmQNH;ri zd|g?RxhGw6tT)$*Zh(ZYu{XTyFV{V z0P(q-S+JE8pP!ZzSHw!dWzl~m} zVP2iA9*&WBvX`H-+Qzb!1W`-R_1qT^W{bNaRtEG-FQvg|kP()FqhqKMp!Vp)??Q?- zY09R1Z!W;BtTLsim?DJC)cHzL3nBKs$NOo^PJ?3eq-dN?NchdeWtkKb{7zzN{R02XIXA6hS@LW4sc%?ioZ1F?JmHMGKu zniIJ#+P*~oAU)05Ih+G(OW(o@O0@*E*H0{DVRP!0IR^ajssjQJWi3^k0T9@}$y?J>RJF&?nl*I#(&&qm&yi9ivn6(^} z_=`7Df}gV*R!6K#iFtOJK{F1760z7;!OPEg{U9j3HBptQgiL~7Ik__}4Cxzx&EJ0T zp#T#B=wsr(d6Y5aj?m9j2!zZBmMJ)aWlVr52%w74|0WJBS&U+%l<9*Q&p|`!$(Z{2 z4El)UMNS(yg19CWB4}^`SFH@y4EzB7lQRLI_0{HQ*_w+sI{^oh=<97v!_IK+)P#&r z@1yOeaS%JRc10tYjW2rwozeJ1+Ieq@V{a8jPs5=LSYxG0h9rER%1+~B!1nKUWd<}d zzE%^NN?WgJxWgQ8EDE7zjKc)TCTG&XEQRD5V3P$fIg?q_51G89Q!oqWGM4SnMPVcj zxgkra9;-F;QN9G)jzl^tu}5BUM^=^+gKFKTo)weIUiJr@+B<{~tenK1ffCJ-BcSkg zooxbj&m(DDXq>n;@r)PDYOwo&ijaFK`Ulbb7b-e#mar|AV>`6iZQW7~n#Dv755)*a zhM=`l4YX)16DFT=Oax6#Fy4=o^-IR0M6I_{ZS3N53?&qi)85Py`;hB@<27kOuHNIu zH3=ik!91HPr6ApMze!&Ole%Hzu(v1>M|6@QM{7ZL4fxYFQ@azMZJgh#Wp0zNTBUAQ zOS_m?+n5h+Bc5%fpEVKhsL`P2{NDT=NdefKVvYbb(T2>Jwa{&V2SKNl3mcuZ+`DMc zdslmyc-%gEd*bP{KYA-2ShchC-9mnPX8;}%K27&5z-kA%p^BlY1j&1}- zZ&N@?8}q3io+u;^p>MJ+5>?pEkpNlxQAodtBoFkS<83%mg@I$Wzz{8Y_k~PY^5$}x zg$|6^|AE)LgsH=6ZgviA*faSvZ!gskyCbC{IQBXrjAVHrtfU$V;kh45Ad+!n$y&g{tz<`` zIJOx03y(b5s~vM_sjFQJu0zQr=W`y+OR!7I4i!dZhy&J+*pDgzma`xxp6WonAsaA% zPCF|mMijkQq+lnVcbJpp<2G|Q)3KBDG?2ty$bA+^ZWJF9_qTV@dx)=o1Z5Sl{(zjppl*_`m@|P1d(B>0CUz(cHDZ)X z@HxDsW(mgn*hk*MajGxFDHs5;kOZ}QwI@;$2=&VxCn1N3p9bkuVsk}wk| z+=R#e(uc8Zcw@l1LDXtu9@A$$se%|``Qc6?`;??a7?D8qZS#2EA~KoY{mwbWB;Xg@gabK<))CS-cO^O-kl6ipLo9JVW}dx-HdW#=;%tN>Bc6T?9~G z#K~YhwYJIlwW&Nr-Vg#Tz#BbJAoj%|I7SK?U({GQk$U5NE(!5XfJd&x__M_bN4Nbn zycc@H>6A6u0I&Pg54L!ASc8C$9cejf<+W!++DFs``_70z-_) zHg0#{_DlZqT6`&`QPE>b8OVP%BS5v8YKw58HW1;;c&Sx?vBO;fxi(F)OH6M(XfON{ z0i%-8kq?f(D}hOS#%S>|L4*C_txuc6KdIZbV%g>q%1WVPFbQbJN#p`*YOBjZqB#ZA zKh1?-hw73EY0yNY&KOK?Bj(q4fsNr#G^k~j7;U?!9E5qUlz{;Wi~^pm{Ii!35YPnV z<|?g?3{tJsi=Sa5f#s0Aqj9`hoYEM0lACfrUc|$S8epgJzF?TCtV+&vX$vshcE#20 zX@RTpvEG+Y`7lF)L38}s3^T1(HjHldn`Q|SdX3z3<^284kaIo1RVY*^YjKGbu@^hv zLvoMBCtRLan)O;<9zIRT3X?AY#=N>Ur!!X(c=y6}LRAdLVgmiWk(Gug4vDk2L#~(yBwY2uf z!u1Q{G^WX8$Bh%miIc(l5Dk^(Zaao&$4^(u)~Df8*H@NzaKIElizv@3oQ?Ypx6gJQ z&kL(Z1GsLPZWofVa{$?qcHsPb1smYoDuakZK}Un;(#N&Egn{Xb=>rOTtM$Ry$qN{M zz#g0tu;9-Zdp-j*`j(vd);~m^n&@QEt)Q9{Kv<9fg3zZYUDnYVtwQa%t&!(h+z(1b z<#bE|=Uvbh;CTx;J9=oi^jfmM*9UrhU#}mrcsmcSTNzAR->*V=9-~Elk7RsL4_-UH zZc?{FkK7H;GfHaiPu<1lNY9H!M}U}K_a z20hh5WDaX4uRrRVNg8gz(<M5`=ZN1bOz!qXKtFk zAwwOsga-I5Hxr)vc@ULzcjVeteLPQ>1TwpRN2_}Z1vNlEC{RRy%w*0Ku_i94htv(; zhE}DnV0y}16@*1Ft}K8bG(4WC9Xo)3`j_vvHM!np^a%r;01KxN3P2-tLPjp+FAM9f z6?G#=rK?KMk$rjQ%4{o`TBT8G9YH-L-vWvfi>U;Y73^q=hkH``@-!LLpz-s@7`M(? zW3{kKjy1NM~Orx5gLgQ57$c@jYH`dE?|J3L_!zJ!*RI{9}e!bgE847W*D~7-)#^5A2M(3kc$|XZgK2>i2FI87x2c%IU>Tk;4gX{66@EIR&a;{pKB!mi z6@7e<8c%%DY<}X0dht*AMXEjOQPzD%Jz_?T#0;(pn`^pd+f1#;(<`GeIH<;N*4avR$pVWvEg| z`}bT|WF58_CGw(J>Y!7BWm<3r9AyiJJY2NsSkX?1WxypJeI92XTM)(H#Ii7EB%1?o>Uk`t-)!V2>= zdw$wOXst<>D@c`)3MFJ6f9lYNwg+wW#bv#hbDvmABa-VF&x&`~xa;=%@#bDq5wKh> zuDfH(ReM>cUB#dN#@3(bGEwJahB1^c9c!^uR8F9&?Er3811|Vc>UhhtC*vUmT}=C9 zo6vcr=3tytsv8ndds1!Xmvz|g>PVFXDFOw;VXd&Z#`GWkkLn!K&^OGwN??!*TS`qD{*_Luet>yXQ88 z$LVk#7&5`=a085=q0@VWr~pRk7q$d=p=t;>QLoGJKgq)YSB7-I?Ua{8PUd&Lv3N(h zqg~K6-@w&G@lRkF>DfE<>4y(_r1Qg!%>%DIAroZ|@OMLOYoXN0C04?zNNB~RBy*|l zg`xTNGgFBem&72AiU^$%C`Th9h>)mIHJ8RPxqzh3>pcv0ochAwjICjM-UcN}KL9qZ z)nFZhNG3f|u9GA9@c68z#%$I!0!yA!10g{18@cj;IH$lj6XC;V*Lx`hhZW# zjl=N2kHn!XDGQKB{Nk9&D$d_(Iv8E@10Z6=5FYQ zPp}U*$xCG2vsnZu<<{|l^!z# zBt^tb_p0!!9XZ8(a0m_Ziii$HU+tG-4Qz?|Zj)G%i4 z6OI@`BSn88MypA~vwCLgyxxIH+|bs(L7)y=_{3qKb2$rs&W4!YV{|nI;o!;pQZHof zX(~u)BC@Qq-sl~n1%NY6cAJ&OOqHpwk9`UctPDHdg4^TTaQ zIY1okcWcM0E?E1QZG*NkYrMkxV4J3Sy@6j0uppXaxajbU)D)xeOANeIWl7nf8Taqu zqV4~a3^i!?AIln|mowp?yozt2*_vi**OgCX7hoZ&;`k0>eU<8XoaymRM*`4h&lH@M zLmImvq&|tlk~#4en604|ydj2IeMX(8l8_5q4h$4In{Hp*?}09R{NK>k<5CsC+MNzXvXJ{vmMPluc2l0X&y9_1{CBWTYm-=QO}X-E=*t>j<+GwA8)8$ zziLL$`jC>oBikd6#43}?)|E3Y*3gw!2lhf;gT&2?31$1aZX8bhKB~?5D$=_9={)I=#k_7?bTya? zZqED3my>D@(T;;I{}oJc72(zW&4gucPZIdfV`LG`?2OKhX^CzWk`_+jitir{C>6uX zWHL77OBWZv3n*5_VY#S#rs_+--O^S}8Ogabn0$3X{-e1jMRYfi3ZH83b8D(>^ODT_ z@a7i@+DLq|>eGyGsR=)+ay$%!xKYg>%4^SM6Q+oonDii@HFiQ2k&LU#E;=I6_DFl^ z#Vt60oKy*IHAtm-0Y{wX=);bPnoat}zYr$g#O@=(aaQ6@S$WB5L8~vdu=tMP9Txh6^y+P!w2ihAp3sRuDxi)WoBJ5Uk)#X?i!^E^3?gbvPys2QF*Uje8osp;(#({= zg`@VjJZcT>W3Y0Ho6Y2KM!0!G)ix*&S}e(b`T~7{3;sjbQZQ?stIROsoFjb)^-?Z4 z=aavYVGC_jL1K|i%mMk%sdquhwH+f6XY&k`i;)}C~Z@c`3)U}19B_g-`<6t6I z{kajL@~xwqHSs`-kd5ITy}(&vRn;1VMjuiNHFFW@fQ((b;G-tf+P$(^Fz(ZX;&ek*!kA6@N~mtIWc z6-)?*9V>OnTL`kR`nzcX;mY-jj*RVpSGZn4drl@f~hI{ZIq^%*Byq)s&c;Lq%u8 zGhDU$pQQ_9v2-ErD@_P0HE9j@ZN-o8u+zyNde&~U~a z>9g$?BqhCag+rm3Py&2IVSU0t!ebP6kzW_rgwIE}g753%=FoF>u$g`A(b&;ej zC8|m(3wPhPd(66PPk_&5{vtKmRz_rqc8O!P-FcNjMz514rDui^K?N{Oy$fgzA<%xCGu%x_{b<#~4ldhr6lO#&FWz)kHlh1| z43PsqhwwpWw!!J5@IGlIG^vs^61G$_6C5f=!9G+bs25*z6=4t~_y)XUhGqB|_>RW% zB!Z9_Wm6hGm~9A4MGG-y^HGuD<}F2NbZ-@Uii!B-JFxJ(YP$!?NVmyK2C9(IUyR&~n95Zw z98q<<1C_|ZhP;eOrlbkUkY`0EA&2Z@4JysgXk7Qw9JfxPnjNOZz&!F!O2xKTCThMY zG$Xe(cDfDkG{0uxFN#hU6dBKB+f!(sUA2(`?bT~%$27P5EtmfAm8)h)wxw}Lwk-)K zGfs(XQGF+MP_n`09D28+dS4weSj^mAgV4qScZdtLS+HpQqhgE#aH^!x(ua|B+V2cs z^EhzqA#o(UtchTW9>;J~Fj)l3pV3oBIt17VIIB}C@TA;R5*&#IfgI*CsH7Q33EA9} z;=3X#@P^1`W-8>0EdTikV77!Y@R=}>Z{)e98qq|EFfxxVqJfbz>4ys{wo<&D>X?FVPO;sPL%?#02)_BtyVde;O+Y{ zVc^0N2k3bP!toeuMX6#8gE zkTE7x_+b!+*=}%p;eiQZkfV7B(s?Q9wP8%YAK#CquT$IcL~F7UXI|xHm#Uc;Ua!2b zyG^y#z>!KC!Ud=TCnoiP&pHT^m~_4rgmey)Z)`JsOr&9{5|vtLw)GU(5*^;LDWC33 zcatJ%jFi3z;&v`2lw15dcww-YQek&cwYV z6dw+JKq|b8NkEs9JtA<5G|Kj-2KxlSK|lH$eDouhlAL>io+;eNDH6LwaR6v?Y zLr-HRND$T*Dz8gk&@MD{vSHZgMKKfbk4Z~cKbEzxWtJ|s5J!sutAkpQldRFpAwW~V z60_%h(2Ore#uWooIdx`E^cb`V8(1bUZv3Xc1*VV3`>9c<%gX{2x;DN_lEs#$M- zX@f1w5e7)6QFK`PhknX{u?gaE{Id|`IcL7%DVRalD;A+C?{#idUzNNJJp-{0J9{br z?`y-1jx(kQVQ{S4ei&MubauMT484FoSoB!hgp4w@fvGf|_>8ikDQtqu6O-d=6jL}^3dq7iM>38^`kST67)7+N<+F*Rc*{Q7PTEl=rpRAS5 z7wcQZ|0hcKpgx4xOV40xMjYV`jrt2b#f`3iObjwNR6Zv}{Rj`i<4#@tH{(quZDQ&n zGXoC~0WU%=E92+cDl0>eCSYFw*dQ)LuPHvGjQTA!%`ZExlA0Sw2~H_^er z<4^A`H&X&KKBv3vEog^(rmR!gdq?&+7*QMJ$HAJD4`q5Y+?8m5VU|!7v-q8l~S^9HlG2>}% zVZ@_KoBlGU{i=r60RC%X(U-0U>{wbuwBq-)Sn+RhX6veF*#k~9fe9bRgs0H}POS#4 z3uMu^nZ=~n)dC(F#*B|*$wxJxv4Tl&d(`V%@!$2l(gFrjz!yeq{O<~AMWW!f8(H?C z(CUQ1L!H5O!Q44GgEO~ZssW$9IfI=GSnz3*n?P%S4y%9d!x~II$I3>G9w!$qlBffJ z#<~jN4E~{&3WI-g0Ut<&HIN9qg}i`Yd3FZ>kFvBgc*iNcW}%SyY?aXO0_b$YZkM}9 zr}R{C2JQM>UBFiX>P4Kv3r^vqPvHkeT)++C-CdIZw3cy`(-w1^Q@ir(DdJ^|`Rs{V z6#(r|O)B8K0}oTx^2hW4A&0Lfhrb7f3>HKN-#>s1t~c-ORtJOnn+OyD8EmB&%eBuE zMFrn|{~QPzoYzeaDo73)Y%dW|U(D~0f(-s_(uFjm^`2JCub#+}Y8*?F@sEYrX(<<8 zig7e?s)5*vdK|k>D8p#{!r{M|uf04&OYO!@`vo8vu+$*F=;l#4QQbYIei?1 z!=4qiTi$iai2a}BRYLOXgi#v_kfb$=0nA+cvcBih37r%_hx3yBMTkdUG-V*cRMj`L zagGxpiJT~l$yW_W%gY|E?>@r@+Ex7jsIFKm=E~`r3C0ptCE9-_3=Vbr8rXc@21cQF? zdtdZb&bDc7{EF#-q=~xYK+3lA2ik!0J|~4_Uk@A{lMpiSQNDQnQ1W{@^orMZf)$bh z^|&lbzJH#19|SNIEN7o-fl-=I+LsI6Wx%A{@=BpR3QDGRWB|voi*G+4VAn~wS5yw8 zf`-C~X3xW`-|F2LB? zMh#4%3>0$|N?irkNbkKeEB3dKKJu61fy%Rzes)M{l6vICbL>O)Ao_45%<}ymR#qg` z-M-@Xe&CE#ZEaZkw&hWf^(l2A21+Q_4cN3gPp!UUGmcBZ@nMtCjl~=vY}!@qu}Kjc65`X+7ZUV1SAmB1M5!%l0ejy zK+U)Mfy=sXHaLRK;Vrp`lb(=ZHAW?OqF>vi>PT9TD1LR3KJg}b^U~p5A-p#YO~g1A zu;z6e^PU3p#e4=aIkj^Go+#%d!DfrS+FN_;4t4jmhSCrC8uf~qs>V!LtvDaRthgp1 zLf;u6UJx!XSnsRKO?{}wT-IXwy0J$*nlNY$)?e7#(b8^%rJ*%m6G=pKOUKYz5>Nd( z>r-4e>RGa?lR5vYAUXHRk*7=CV5SZ84AM!lsb`Z~;)?Us+suC9qn*FL2zK2qr%QUU zwBKPnBiYaq@6ro*aVkyI?B<2|xi=M^b7$G-33&UMgehN~Ti@$tEa1fO zBb8>FYmfns|y*2SBIRz^Kw6Sc|w~o6+1=NWTpqf z`0)fV2TECm*yYlv)G2c~sqw$D*@=xiUaDxFv3){lzgm;Hi_R!?KpO+`Y+ zsSGZr**{x?j8bS>5`Cu~hdGX;UdE|9#2GH0OAErB|2l)E2%2EWr~K5LNj@$`5;Sy^ zG!|WLDYC{Eq2zXT4U$B+9VLuiKNH8RP4@M+iGFu!#b^bSsA1&5=vDFiashzTH;n)~NoF?>1SSu;E%~!Y0i!`#+ycjo&iR|s7#m=WcOZaFuKGz0!;^w5# zTuH=>dAJXc#z25M_c&ui2`Vkuk6LU!wmV7rY$nU5-xo=FZT>mJ6%uS(=ipRKxNZ+O zPi`%*^`J64tn(u&?Fv_vwW#yZRE)OLt_?%^XfnSs7+Qg4u62%)w)XDJT*^4_&@}zU zTEAplV6}nDGK5U~w{*OiNT`u|$L3R#x_)5QvaVO<^2br5@yykge-i{2w-@@o^O3jT zOT^M8q1l;~FBO8rzafI1*J?AdJE6ulf&LF;I44PlmQqK(7XCNYk!lI_Q^4h(598Dag7H-aHYR6siR}5KZ-<^Mj1kgLF;Bot%@R~bjcx^pQ z-<`9yqMTWhJ5-RNr0T2$>F+&?VxJo}Nqeg-#M@daV+NHKmodZI-H2ur31t#Fv12M! zU{JaqK=gfzO)L7%H200wdSqqYRmIc=X|XmuD@G)fopEb8?f7Po2P!KamgO$+ULc5M z&AL3IMy)TRX41;guJFN@rghfNxM){AYa?_{GFEvc$Mau=E)rFXHBGN7)>n(BTRzbR zZ3SDdIhILnKw&oSDc-YJ(IL03dV<;@~Ya1WDM9i*) zD{<6I`o&YX@4sWSe&fn7r4xPV9H!f>$RqP&i(Ud6S45UMra$bip|T+=6%S^tt0kaQ zcQKb6trL0cmx|(Z42_*c?UF*Q7lejsJaoXOO>KbBilOH%@LMZ1oY4Dp8-S(7Mns#b z(`Z)Ga>+2Y>U~6Mos^Cm_%u~EssyG>tW|;!7oj)Owl2Qz$O9AJfM~(37q;t$Q+2e= zIaC2~gbF+Wyb5o0EO!6`9vL_|+{`#%^?b}eUlWsj%wJ1K*qN|1T+G|cXp=*llywS_ zo?@j%e0)D+&T4*L5Et8|$=jql?)sb?YCqe{d~_j>+ULuyd+mpOSe&%K4`@Q33@DO; zr8vFSGjX}8adgVxyQ=(DA&<(DCln~Ia8hDnDZj7J^O6NQ$e%8BKJ%TO5n6VoaFcZ% z1;Hdo%D0yJNJ1RNA&=sdXZVP5a1`HqBEyQi-Vcn_rQ!<2<1FNEt4CesZ@c%x(75qo zpr1lu#nYA=1qQxrzt704|Gvw^ik*pI#~!oYaEBFjy_barXlg1-`CO}ad!W7EmcWUk zS?XS3ZFE0iM}lF!I>L(V)~9f|<7e)^mH^LFIpB9z(NTuB6r)ELr#}Zz3BV?5PyJeg zhOy2+;eggrEJDQ&`CWc6Si0qL#<>)3@G+a+KE=O4?Jiy;Xf`?=>zxqyZzUZ?W332IoU*C(~>%jXiJ2w5wTm*Cw71Fc{^>v`JIPy0vV(TVZrV;w}k0 z-cJ8j+qa7^I4ATeKGrp`>kT0A1MPl0)`hX_eUtI__|>TkW!nwOTzd~?yWJxSW?0P%Y zwzBMe|9n?qHsgAd(C|OwybCcsK;Dr0E%f)x_zA3S1POFq!9k-csdfy}n3w zMv!a|Uudx1QPri}9{9OCZ!hBNtV(BUolhl>lqBv)Y{qmb;4B#@Bptt+?P@SvkMYnS zmI^FwOY6JFSzuYOU;zzY5dtGThw1DktSt`dq;xHA1Dn$G0KP67bxz3nMd2TJ-c{xa zfYmv3jhGkzYdVuTrwV;)fyoLzB$rl2Swrt*pu@$?;%kle_|Oib@90m58JRU1&v2bn392;i!va+CLJ-nEBR@n?!gI&6)O*97v}G!~N3uz+Hs&zkuM zT%=+mNQ%-F=OqSGkA{H@Zg~m)XLhNkO92OT|0#^#VSts`NBCU|%{H$e-B6c4MYdr@ z!il?lRe$dpM1^>*BazxcE*=G84V+wFGk8$iZi)eh^^s!6`FpDw3!SFfET84FCr`!L zyV{H;Sp()`MVK}-cQMOU4aT9uYJEglg<0LLt})dP{KvfTxYWj`F6nd3DeF-;W2DlC zTCrEAt=_hh2gMh-2)v;XQ<+{A>47T-P*q5!td*l~v2yoJztDQZ%v20Zo46;Y616-k z2m(tcIY)OpVF{;6a^g`GzUfa@bejaNnyLkAMI(JYhRvoZl5gGO+=3>NUuZI4)>9tE z5^}2n@LLm0BEbhv>i4?Y&lsJhi4fa|_LmyxqZa4mW=JnosP8YLegWpEMOa8e_&zEn z{E>@A92z7f+Q0|EJGcJTU*fuj4&dwu8ZrWE+^Z9{D6DyIgutoZRB&Z2)K+JerEGJA z%tZ%kM-8Tz!tN_G*EVa4Px^!JFc164Ga}m|^5O2=D*YT$Ohj>J#nr#7S>Lo*qN$hI z%vKR^Z%GEy;skiSc{ABUnlbAhy@V>6YfT{*;5~{!Xs~x>TYk(6IZ5*Q9l3-+%ZA+2 z9EQZ<($vh%Y_|u+W;qd2dD8Phgc)B^b85I-WDc@XGmqWko-x^lTeT6bs&)LjGP^^f zWUt_<5~t~x^J%H+T(qQKO_lCBHy1&&d71Q0 ze2#2pQYrLIQKIY2){~kDZ{qqxEI!Iay7+sN&as2n}tS@ZdPni#fcZ^LLZ}jQ{H>@1m3!>k{i(F zmgt*YweiYP1LbbeD4C0j=t4N~DUDW0t(C`XvFIWY*6vDdzJ94I{@9OBfZ|NWUU7k| ze!^_g_ep}u>L zTH8cWfehOP%yD#pGpC8{{`+28emA$p>&ifVCS%#%D}>T``XQcWkFgTHocd(#;%t$u%<+54vj00uktJg6Ipb4J<1NS&R)d^o;R*v%vr@&#(&n9Ir9OOx~jV zRXl~ePk0sl!iv46qO99D+$uhxcd$*G2$hECDa#=_G~~j%p|E@}lujm}H;*`_%kNpP zFzw3dxeE4D)hhy|fI*M6h9kGUqxVjt!Zoq6W_9d(e6m26(&ND{OTj7N2730bb-ofQ zpTi$=Yy7yg^`FrTFAuPdFN&YllaWVo3%$Hq7Mn@##R(ypd1r-)bE z^k{uctj4-S*Wl-rzG5E}BqeSy8eh#)g4sDT=Xpna!l3~46)j9I?e;3^DA|7Qx{21- zRuUQN#%803uvv{A8m=YZQ4DJgGUtY=fr@BQWEsIcAX-&F07`ii-U>OHT&9?Q^Ho#!3SM@E$*Afa4UPgkDQIkpUfBs0*J{&`h z?-IFs8k_fOhLFEay888s(z5GOz$lRkYbW3~oBIjCX}(sfyyWxA`6ty+Z(7Q=mbNDu z5BXZlop+t}nj-BO%2A|BnBE-$%i6rwU{`GivChweBT8$=f^X-}{e_g37;lEQ9GV*mN1U@i51#E@03HY|Zy<3BQ@kMm;G|>OA3bR*d?Xv*6~e_+w*M zw8kcPzL8L#`(i%O-DbgfGyM^sJj{W9OLeeCSH;83IuCiyL$lC`Vp|yX=d5$Q-(bqO z$iGaby~^4lV)f9}(ow5@m_+CWLdQ89NMhNlH0bQbigZXV!;NF$aWO@(G_Odr)n?I@ zYXTY3_jwEbUE7=OobGMha0g2r63u=W{s}jX9ZMGy1{%yvSGAP8 z8H4JeeoPmX3|0ejubl;yw%*%PocgIQ>eU`Q;+=I?L?%~+oNQV66+^b2%N=BywytzD z(@JDl%@L(vEfBS#5`3)X6es{#JlhX*Fzp})N<;!}r6)L--_~Jg+FJ3$ki5(~^g9e2 zP<0N~EIRd&GmHx~hha}bB^u-)2!1`G*HT_4xng=4L#P3H`C+7AxS5L6tGQATH0yJ? zUV~%vW7#!s38l_bA2pj+`6@9%o|5na%0#ilIJx~F2J+q?D`9ccgG1BC3|IPYV!V0p zmCpetNdu&{H=y~amP$t21>ClAI4^Q~-fo2*Dsm#Yt${%sukMPT6>(qTeR}KrbdRZ*4mQ9h4_S$ZL9M zIK!0Ry3-a9iEudMk}AhH;yXWHD{KcS~F6r@l*N?$ooNQ~BrK29i#Ah9q6X zk>{)yk@HzNP~eR-sg5CF?hCtRxEg}SI8E7;=4_Ndz8of!Rp9=(8Ltm#_v1i61va2? z7FCoR2edm$=$)~!yV6JI$!OBNbCiNiTA{2Q|BOwVNqK1bFfBDMtx413<28ZZ{JCHJ zpYQwozyIKu-#7CB9!ze2_*0Mk_kZ`14?p{@5A42uOWV|H0tNQ9CP;55ADc9}{5`%| ze=l7`L<@mNLr6i5`NONx&!?j;FcmsG2f+a38uoAr&jf=(aXx9>aB?smcay(xxiY{NG=NX_3;< z6BZIl0sUcV;B1ti$@-nakkmSa!B$6pFa~;*4(3Yb2$jT_U{QRr}MonwB<41rlX5CUdxc%&>iBJ zCkE6Yp$*R|a|~*b1HSV8#>}9wBUBMgbK&ndAkzTN4WT>$`^>h`0fEaa0dc`=8Y=-B zyZm=XsjMAti4hl+Xu2Kwa+K7`!BT#(f(3&mu63x(o%IeSms!ZbVh-h)dgjPyP>wmAGDQ_WNt8F`On^> zlu~zYvACIi^Y?GLm#RZB<11`reptRpy;>1Vit5uTbBo+rsC@AhHj62&_Ti-3AJ8@Y8={uked5AP|jYU|C^)kW@r zuIv>qtzCp7dj(A_`?QUqH`8ua|0li1jG^4fot^zX#rNJtw;Fhe9HOMVCQuuK)T+$} zW*Sy{;*J+vuutO#q85w2D*wZ=%{r69o~3;&uSDw*P|fM@-z7uv4jG(nAuR!SMowi@ zW-m3=w-nSizg3I^o4`yV?LV$X%l{az!IU}buSa;bnH#^mqLU1ozZc{9gs!^+dmpA% zb<56bg*Y=Pc{^0uMKox^a^Xj%<2H5KdT*KP&@zR#ud^N7;gsF_2Ibau%jK(;U5;h^ z{ISPX{-y7<%i+jSvYo#jg6yX*O2Z8c@q*|u9(72{CQ zsBURi#Z|GRVw zuYY)F(XiKVzH-mz7u5SU*F>RzxR``8njYYdYK>Cmb$0TB^7_p)57_Jbuf6wugM?IG zfBP1k+E}G++3WwWhh1==ZB(|ov&8AVn}5u;!xszC@3q(Sbsj#hv)66bKRQ&@?O?bK z$_!s-d*^z+(OLms|%Nej_Xuu{f zYQP|$4USn$#w_KS;ci{gz-29@LRoC|tD*5Vv<<5MZDXq#X+oP+Yn5`pJ#%ZD2egI_ zyHn<^^fFH>?9;~W)$pVUHGILp}A4Nh-&!AvMkJ$d#Ms-E8C*nsY| z#;va#{-M^;+#)hE@6BzKbGv?UZXwYZ>EPT37o6MRvWQ`QWz%|Y1J3Pb5JNCHw?S`i z*O>J%D~-wI-Q3$6UTUuM;kh1@xz39Q=I#RJ%J*YnRq?MN1gB3t-(l2d`=h&y>lsy3 z1XLOp4M+BwVE%2x9Y6aCm49rzf-zcF=7~Fmq)*%tazdW@4wzpp{ql zN_!SP@vf6@N0RrRZJ3Tc1yU)voD^2 zAa$?853OR967;Itcx^|a606GiHty-rt(GY@H7>Z%C3nNbH9Y~N=zTVxrawG>q$g8s z@l)(ZKp?Su;e{7o(A(RQo3XJAcDdvSo$mg?eNMww-h~JR*@;n)T{u0F(Ga|;E6s1Y z+{XFeuY^4J)*{7aQ`v-)Ed+ayDZQ>Sw-nde)HSLyW=!V`+Q!dk^gg|Av)%Ju=4RYI zTo&MKl)2Z#eH~0K+`JFsgWdp3xNX6p5rWT^Q1XN`bek{UAfZoJFO;N;>zwej>u%@L zXG}|Mug1dV>x1-h-N0Ypi}Uc{g9nQ15WdYWt`eQ~bwWUKRjvm0xV)P`+IqPBmYrn_ zG&xlEn%l!oE-jWpb8VMFXR-`US;it;i+>^12Wq_TeZ_UQY1c@Ft;(kO0-Kro9*pR` zp76B-x?#NgE$+(u%4IM?zd>UD(w&v%-%Z?XVkC3gUS}t<>)zfDVCsSI+6X4RTq#o? z+jy}_FGpzOUzzcJyXIl{g4$U&G1;*l@skf)=A(pLj$P^W&MtQ(PBZti7T-tzAfCxq zmmnH5kh`>NM}2%>*De#i3y85>((&Lr=)B|y8_1h2dmXf%8lEUE@yf_WA!IVAvSOuO z1*%--2SMBpdb=yuow8XO*lX!7g|%=Ni$ZqSY_$>*H?$(~cHQ_7($^&1#)%8CtHU)z zuH!gc8LV!@nc*R)2yBMW;Sni!DMlqjWKQVD;f#^7#kTD>bt&5C2vyB1drj~BlkrHP z{E=W?wc6_u(=y}w=uDaxN)0S!Yq}^(NiNU7_8sC<+Bv6!+{XjtmF+m&J78tDBh-M? z`T5Sl2yM^?|PGdT+1mq25X8yM?58e z)E}SIf#dUlS^(NVF!}zFW)htF!na%PHg!vtAKz$|Ut{>~30394xmCI(H)nW*x=%oD zn%#e`Y0U)iv)dQ(v^Svg)Nl+D-#_j4=!zb(C!>m+Eq*=GiyYKg_dKTW)v)kj2_ekc zVE^3%{qBpDKg%mk?A4Un9eK4$n}h%bfN`@?RmT0XZrhkA#Cs4e$jNMrE3TJq5`KDC zRdj*J9*(hWyIEb8nfSMlQaM>dSiUd+gR5ny!uFK^=glNZ*zM_UIwBE`w?L~0rB_dndmnK)VIlzYETq{7$GhlRE*KKK# z@+a4D5#vUk`x z|4I(_U@EGr{ZFJD94VeLMU3lNQ#M>M9Z3_k2hWKHVK=x`O zkUenk+@~w~&VRupD#*{q`A@9Kq(NnDb^iMuhQ#d=g{X1Q^2@ofzaJWShCUzOr1lz~ zn1a*chTtq}Gn3}oQ2e%GE+{)&+FJZC{0S5Lc{$?E1{w#8CXPi=T!bzZzO-z z;%5QlDjn$}7j^|cDspL8f~f;LBD?aVt@0%XLrid&GaRjAgpA-~hGWDJM|g3=K^bsp zG<4P*jD1hmgV7%amv-0CtHsz3c5!R$@(r@bw`7mUE?zXiQpTthw-J;;CO>x*w5yY5 zEu17!6_|rH&-@=E(iP^Atv687P-?S6<)L@C6v`-NAnyiS`(Ze*?j!Zp8dOL zKJ(F|hh`qYlev-2pa1xy?|t;K5i=wCx2}=fC116=TyQ}=O`HN!Q;RwAwJ5t*MB1*icN6uxzL0BC+DD_BG#v(XH?qF28@Lm$b zLy=6zp$O+L*Q@)K9#89gDENNA7H6U?lXEc`WkA5{9A+C2ksxl<!=#be#} zx|WriD+=*avn5BkBg`*y$2tfVV!7Uj*pF-eR4KiJF$IoclV&3aW75oZ%2=dQ^tL05 zY41pZa-MDQ^w81yAtsEr-%hd7hUA*-p(NVCsl7!BQ4tvU?hlp^w2wHQUKeJ32V5@}Ty5n*p5u_p`P)2cSm(E0V-)qpjz^3`Z zl>Y8oWXKc;l7N0y!<(pqCmr|vK$N!F?q%<SpygcpCF3+3pRW~3$Mw{-2P z1&;5B_1#r}_w7_u=9$Lu*0?(#7y_*OhuVM!P&g-h3g_-oZ?Pc4hoa5)$2M@oM{TG5 z?&?Ap@*o@Gh?jq|AT5an)(>R9?^?_(Lo+}6=XC@qhCctKs4|X3r8-Yl>H<}@=wCy} zcO|x8<@^ahmPpu)tq{xh`YNBj8H;F)X9M?aP~{)lLis=H`@^4xXi3)s?X;VH(*N~5 zK!*eaD1?dguF}ZN1U`!lj5q}a^)#ykOK4=$+e3jbd9nD}zy6$u1XA8q`V!^f``g+9 zh3rKOXAXUUP>M+}z8HLfP;vSW%`1)oh6n-=eAs)h$j}!VN|7P6^svBiL9c9L z(`g26GnU+-m{5u_z8Kn6LyyS<2NHc-n@5p|)|}z;>JW2@LVKxJq1fJd#df%PMYC?; z4mL3K{*Ap7l`m0AiHapE-%~R~GgJWXHeDtYJpNj>a0t_hGP;A3<7>@R4asF8cVMi`ZKgD_Bnqa z;B8@87MFA5-dO$0W+?5BUA4Q&y~C=RG~;l~g@r=N-+38r2{!>vjY64CDw_JVO^U!V zYQW6c0P6Zs)b*izLGNVfvKBIuz)~)zYj+}0$$h`zoyNOtd@tWL^_vVVjS(Ws_wSkJ z*{_KRQ@$7oLTW#(H1J`i{6^jhD`;bkTLnL|`+p?Ne>R1VVGaJ7?4or}(>sK)n}8L? zjqpzO#(o{Ti(seVBgs8Xd7QkQ_8vEgTR! z7ApX(7L{Q^Y8!8#pjA-Y7@9P?u`tS~|J99fo~=I&Gp?@C%`%+V86ShIt{MzW&1_oX z$dTHhi;#=dHp{@f*6M-v(jU>SatN$Pbki+3sQHnK21cr_Y+FqCRx!l$jUaRSF1Tl& zKBvTYLE}Vj+|zupP9EHBjmXMEMJJf3`D}^Zpolu#40+(CF;K6g2A_a{~nJ=F|w1f zbocBmJ**|*bh#oBNgdFU!`PUx9?{l&$yvjyH13!Z-LJTX#BNiU<-sQ(O9wcqgjq1M zjdu$prra78bDO+|PCec(15sB5PUolAi)Hn}l$c+5;fXfKu$}+yw;?9mM)_y1w4pm5 z9gCe4FsZyega21;qBR~n$uVmt8d$twZDUx$VmAjv5* z7J7Q1%?|}WxQ0uXCj>{%D>5zLZSvhZ2nP|PvDKT^2J@sSNPjZXjTz4-^=i2FKCT3E zO(fS4m%I$72{aMfpj$>@-AV*fM56#=QF+Wg9?=My5V+q_UHAPvU6Vi=@TB|~+b7BZ zK&K(06G}7iioq*}uNar_AWTQN%bI)3;Fwe2)7Ea5EwceO@iKJB^fW|EZnmdo-wk>{ zdR&FjJ*#)LLlL8W!N%x*GSIgKeM{K41l^Blw;`^?z*{liiuqQI5r}-8vyJZ+FcF%d z8-hSVR1nBVvnRf;+@w2n;_E8^=uHrV023i7lIQ8I?;MDOZoqkE!~D6V9^e=0aib_O zZ!Y{kFfywGBZhsO`!6*7&E& z&8B!a_V50Q+SU&HEeqw{|F6Cc+~3x>VgH55eYw7k*_^OHz9Fh;qKe2@@yBW#B%Qj7 zK&m)f-v*qEK&tqQ`c{@x&>!Cb<+f06=*#`2+6EyU<^FAbYdCzSzcfJ1vmJaE4D?vb zXV28PGTmA}`(k|?vXMA0&gLk=4A6(_uSwOPP1UbhNeQ2ONoJ zHu~>2IS#zd++Xunx!GlC4mYt701ZIS`mOJy#zf$#9z6Pc$~E&Nt7z%~@=6Ug5z@sY z5U7>+rvia?Hlhd(=1Ya3@oJ)51OjanwYxplOypHFV48}d6THq6^%L4o;;}|Gx&|WS zfI?ea&?QDmyWKEJ=d*Qyl@UYKX|n)3)_B7N6b>a$r*o!<9UJ1;F$svu>!JxRB?^q5 zqIy85WKI4%v9C4ob((o~()|`K2gGUUP7~r(8UcXUXnrdKhLW%~N2y$$MVSH&13+91 zT0vZ;Jt59r;f+clX?9JTlb`;6F(KEev4kTI2uBPhIvs4v$Q_N{S&D~yv@=`FL=;}* z;>tY+WiLD%n{Jg0^S^o<4jh<=6ik;c1Y?4Gl*28$ALHeodF*p)$~+QE>kowz_7&_2 z&t<^@#+td4vD=r}WJ1g&heNR%-lz_1r$wQ4G-O2MJLGJH;7Pb%0QeY@XQ8Z+(-OWH z%o(_PXkXD$RCGF$$;B(Z3RQS%vke~5zyQR9!n$c_P!7?!}< zZKAtZ1E&l`tnKwjLC9x^LLoX?rhAOP8D6(Mh72g1=Z@9tuF$PwXCJ*ZJu{Ail+=~m z`|Ks_mbbK(c<(IuzI7?zHwVAJG>!6>wyO2Xj?<;OP7M}^C%2T*#jBLJwAFBDoU)B> znK@;f-7>j_YTJue1p6LhuNy8DDrK~)d5I-OgC!NI*CuDTUYa&phONnvTV-R6S;S#- zgpJ}Ls`-N$PYmeOFQ5#zYW^4so>xpPQ`2i>vPc_~UKa%ZJN0jGeLHYAni^qAR_63KF+c4Z$!*e#O zm7x2X2R9mclUpX7nHUdu6Sn7RRSCjPMZB7TTI9fHRoR3Wnl}rcpiQz_n@_!8L6a3U zz3Db)d;{&JF}}I0^a`$q_%Z^TAhKy@ZHv&VjH* zgKc(|MEu|&5ABl9?@xTZ7vk}uZXweKxUmc5oB$Oh(M!z|PTIG% zHMxKMz(49yjKF=)=nlt)`8RUI<1vB*2k$6u>^u8E?R}ht{$3ciE&1zsp!aw$W zAQJ({?{-m4bFzD>Sf2C)`F2Ug@($Po^rU$vuA%Vydd@SkpczBondD!23$)YmJkX1n zpclA|U!XM}=ptSm=pttH76>cu16{=KSi+}i$>M9Ii+D|NEZKba*x{f0ji3034>umb zgX78O-#h&`AN=ZH9QdjK{ej)L&j+!fciFK-oClAMEr_T;8H)o3HTQCx)K4{TPx)K; zX)Psa!V zXzJZaB7{T3-R5MwawlW&Pr?w78hw+#6R|jWoQ#p{VVb^PIHjaTNWYH^+Rzhid`d(Z zI95E_renp~SgZwXX#PL0E?e}ja?i$9(e`#hXd0i6D+z3(bKIF&+SGp(pm>x<69mfo z+v`yGGqJScY>WhHTWO=q1fNH`fVxp+@B8F}-|PO@c&o%1g;h;rEb*~18$p?j*LtQbfcrkM?7gBPYR9ev7~IA7lVTfd_6R{$CKXLNyu{2 z1)F^8H~COjwgBIqjEk0yvA#}ryU-=TgcKwLM`*1J&$H7yy>Q)RBMe zW|h5BKAALolYV!e zkEK7)$I_wMglWX))x{nlfI#5^_3mg=#C_n?F?34j-1QPQIxQsy-oYBe=(;1 zL4~N9^F#J&gF-VU?sT#0WwDn?Kg-P2Z{~h zMniYlRQaPWqS6t{0^2@UeP+tgsyU$m?*LcVoBY;Laf9|GU zt>ZoL8K|Ei&xlLeBRzu}Ja@#vIvn{!(oq9baRzW6_JFz2h*Cr6n5IXmNw*N|agV7~@YgRSwokKQTQt)u5*j+Q&h_$kw1fr#vjpf{(bAzO+u980d22L2ja6X_wZ7 z>2`QYO#oY?o@9;=Px797>?ckMIB!URME?nVs~g$80c&_eDEmR_RSc?tcGuur`G+?$ zyAcwd{luvrrp|2Ox6fk<0i|CQmJT*b(}#MYN`z$S!h7ARS}XE2!eQJajegu+yv97# z*kI0RYa-crv%#I$NZk+p-l=}F2^-{p+`*1~cm*WA52U&^BX}#3=t(7x-qt9MCrqg< zeC~QO36f+&m>j#CI95T|h2m+b<&24)pj12Bq2CB3^`SUUQ7buK8b85lAB8K7|GY>k4ZF$k0YIvCnqR3w#d2iYoAy7M>dG6q^HFiFO+B$ z+R}`M1W%91Hr7No#Xyh@br-&>;J8viFOB1r2?r9WY1^Ep!K{J*Z=Wb~+ZLEXM49oG z5kC<0v`wrkfh>S!1Y>4fGSK-x(=Un$>oM@|aDdc4EeUWHkq__eS3h6l3`0a9+%Yi^ zAP*?9N6PdioC>q(1eRK+uoG$(7;$w-%cLE&nsRT=&MobRca)_Ei-hF(2V5>C^O!Mi zB5=*Bbm6~uEwSVgHOLKT49F%>XqjXe(m$hmF{u;4D&U( zB=p>oJO0(rGtxSO?RDHn?)L&BV!6NiE(tBdbu9(!NkP=75a&aX+-iazMHC$XngsFQ zoyL-a-SzRrv?LG3VeQop2xfwoxQA7wy?^_-=pt~^_|(;X1q1?371T3D(}lGT^DgnR z7abR{ii_B4aViN3%;=X^LAQ!9lgxmU^$2ZvkPhHbI3Vq+TU`|`BaU4e^1(0`>rT2H zBInzrSyfUSZ=f3xMG|pS4ro!MJP3EB(+t5qpsW1sgkWz=rinHsU>Ig_xPk*0@fydu z(daF7Wun0Fv6}@}NB2N>7*3((`iPd&VdIu<4PqXEaS%o`IG||{J6GT>_yyJoLFzDS`P(dFBSy9-km@|a58%UFbs;|m=eKE`~`#YvLk+P z$&}g8&`BK4foQc)+s?x>ytkI&*0w0{>5sta3FzZ_`+3J(B0U$3_w587T70~3@#Eba zY$byoUhH5aR$4DU+IRZVZpmmf=2X0`{EHawJI`goyX*AQp_jW5E>Of++(cd$eXW)? z9NP%m9c@Fz@2dRI*Yuuyj8-5Cy79Y#f1zRFbe`f2&$;bRqcZl4Asl8pN`IhmYCt2BXTAhy%4N|Mi4jVORc} zGMXsH>`J@BMia#f+8D$ysLNfO6ysJgoFo7Aw=F0*4BO=y?d6&q>Lo@Eq% ze1mBfW4NTn3IMkA*HL*l_M!U04aSyZdvRTD$3E~DrDopp!E)?_`J?}wsGRw4Y%Nv* zkG)Q{r6u^QwIEy8{yK%#gSwZ^>VO_jXQk;RQ4{~HLA<2j1WG3SiR-Ydupf36d+S2% z^8DAbdJF1pK;}Ff&{4hE4s=Az7Iaw8+k+mxVZr7WQ&5$c4(lrazo+~wp?@KQ3BSetAhg>0GrxX71znNfw5h?*>7$tu!bsJUruWj_n$FyV~ zE4@Q@+?5s_fHO1VA?Pa@Nu#`Y8+%86Ouw?6&*znmkidx9 z_kM^KDU;NBy-_F%F7)^?(d$2U4cNeu5IQN`9S+N6-kPe7l-RdRr~;3My|7^F$EY_X z<%+`a5Xzu(g2*eWZ4^n?1IkVb7t`eFV~=EVNWqegeJdZz!7M#vV&srIl-N#Qk*yBl&n zoyviEZ$p%Vdm6xW2Cv)QKt6}qok64};Tu|0W?#d$#g=j?teY2$%9f*%Fq*}-w)0Ti z;t+uNdjp_l0Dwe?IV=0Im&|WsJ3Gj*Ipq7%#?=hEd8lITW*I5V#=h(l7ZRbVEwBk)!p4dbSv03vT`*FB)ZdrY!gqKGpQ_{ zxwOb^LlUkMxFdF_(<=XyH49&YQyG((@1pST&*okz?+e60Tq|3M)nL=yzDH}@x{|`{ ztW7b4V`B+h$ljlra7MouqOlf8r9@!A645m=fy5XzlT(sRb5%c2dQ05yTC!W`nHbMj zm5mzR058DWRWt~bfmFKG7TzqyZj@rzi_Uc&w2GQ;@Rc+90UAel>q7Ui_7a-A&&Lr7 zKxFm+UCfF?d6kquZWG9`O~{789|5t2vO)k~1W*2g4$1(8XAh$VJ&dG>Hp;*9mR{=1 z25l%XLcsDG$r)MtZ50sm(UIa ziTs4_O&_w?K{BT_Q_o>Nd**zzhady+i=H^cDO@k>a2;k>V4_pnrUBrZzX@`fnYWYR zH8Rdbl8Z{li2UhqBdUrd>fjRdyxzYy{1zKD%M%S0#XmF7q%U>7cN0owezmidiH6FP zfC2urSaq4ycbccvJxheRM2P=L3GtoZBtraYy+nyil((5pg;Kej}P zOO*JJloFqcze%KcwE1d~;?g;Bi4^~_lH%LGNt8IVB%Ll1;u0bD3Gt3^5+TkmofDTR zafuQKDDmyzBuc!0i4vD6afuQKDDi*!CQ;&#EK%YTB`#6o044s*ZxSWGZ%KE$M2Sn3 zI6#T-OTS5^_=S;IgA`wQgIVQKrUOrkbQqj8Zzm)a^P2~|D!1qUr&Ru{Z?Fm6-VLJy z1|Ij~mcknqgSuFLajhglzXq3Ei>oBh>k8)EDl9JJ#TYKD7+8P0=QVySeuFsPy+5$?IMOqrk1DQUP*9l`k-b8)C0+3@J6@F&_A0jQYF2haa*wupZ9;O{<$feGJ7FXD%&*o?f&hKJ^mWG9t`)2lMnK=^^v(&O9SVAb)WN_G+swZlWp)LIWCh{^ zyJd@15xY~WVjKdp@&U?60Pa~na>lM=b-244)xEo*_wjq+atkhjRK-PP$9%k61jOuR z9M&@1&iRWF^4I~<)!~S;1h2NM>@|W9fW~KRywf||NLZ$dE1d#}0YjL?BUJm1VR?UJ zX!kb;4$s>QGWvHEwswYCtz|`hH6V{+K5H8#)#EH0ll1Z0SMx17>J?yd3lzBqe+xdHBH$N%) z7-9zU;K2zkfHN_0qw>So!uwZOB-^PTSi=+gToxRrEATjmUs8EWJ*yn!_I6H8na8zX zDIHlj%VZg~CCrIjEB}jXRKHeY_c5sU|`gvfl-hAs7EsDksoy#@ZRcO-dnwy zOhOFce@+8d=cugCWjorPd8;$C%Wb>AI!6arrw7g%XgSz(EO1bS!8-D*wX5z5JMQ-P zwhsLDQ134y3a!Y7=yXN?_=AB?Ea#%j(OYLlUYnB6h)lz9#;MG`yt8ki%FO({J3I|HjQ^?)j(gz#9~J;C_7O z*Pl{uxjXXfPx%~z$)q`>1qI}^E=TIDwvr40-${fPgcyo26ksU6PHbr9VvokP5-RJe{nzi5;1$PZp;=#8`uI32aw6%2N{p%~FIj zM+|Wwa9jhj&nnvhw#}G;1m(8jT2+xsF`XL1h$-;^>KB&Fkg-7tpKURevdFkUabF1- zmLA#`qaT)o_1;>JVL$9JyDi3OxriWRglHNYfN1J4M>MlTdwix2Ge2WZb|y{e!I?U1 zf*k*h7o~05WpEr{Hf6%0goWi$vclU55#QvRW$3yY2p3-_5nG)e{@HRn)=$VJ12M9i zsqE1I9Kjwrde8K7NZiZadAW=QQ3618q3!rYJ#D)jmoW@Q3eWlx48<6RqAf#_awyV) zp%_8J#1#M3LotG(Ko&*(QxC<+njjzQ_sE)He37o#gCspi<1l|++v#m{=s323ekQ7> z&GA)^Geif21yr3}25W?ah0xYj#d2J7LI5@pvONZF%!gxTvx}HN=0?G?C?ngnV_hFa z)#No5w|)+Lmx25ZDLlc3F@nn^GS3i3F!vb#Sl>K0;B6%3A>ozF-LYSOO6AXtlL3wh z{!cOHfg6@f63U328i-UF`lblLf>9OtNu7&|W$1uqkmWLdWt&*V=&{Hk2xkQuAXXHM zyIXbytRDP!FrgRl2Og<+K@4e;Bda`uL&sz^6TtI~c}fe2wu8EJ8Q*0RFUPjY^T4Nh zi)>!E31rDuwFM~whlhTvAYuTNQ6XCjFY9c>t%fMH4%r%T2>fL^n&kEB&TZzNj2O#m z{1{*!vAFGW3Fl;1c4n0&jrygF#BN*?TmpXevLYZg;-4C2t+6IpH?(>iYl4l#s~0K> ze6kjjGhpo-lV%b)d3RSx8(T}xE-acN;b)M0Y}<{IU$!MSsSP^CFY;1WjM&sRAv?Dr zJNuvcy=0&To+M=FtdgK^lB1WMNkT(YjHH~Wf4QFGWhiDD16qof?J(nL$L5eibDzn! zvBs=M;OH2K%B`(sXRKvx_6@D5il|ie-krOHv7a!=3VE=PM9(~ z=|d|dHd$jVK%S*sqVOWt>iyTC%6EE%L*!egBIZt_I|jR`i2*L8mJKevQE7pdd@IAp zm?!tNuIh>vBj;It4;Ls|6U>nR2EXb*CH>v$v;KARG z>>W^EP@=e}4&1~@<{$cw`2q$LiU*PjhCRB|9Xjxo%71OE%6>Q2$&81`L3RrFo}DGr zOC;0Gjg@o}7(5MhTmm75+X$f(cFWMc=QaXjvQ1TKBpKFsSH$`m_`?kT5%m6Gw#=|9 z15Oo+V4@#w&A=NdN|N1GJ}Oor85wYkVi)Wznf?_~a_`w$m4W}TK&An`Rq}kURay$e zL(_X`{6k2F=03#V+DHD4&Wa({7x*!~(2uS2{>bDoIRo)z^~XRLK*BmA zCm5IB=U%w~`D7;&oZwoy`)9+uU49>iJ|KE=MsViHJ+F5X??*|NQK?M#D=VRS#Ry+z zwcvIy@>0dO4BsL;w({?&{ySDzS*fLIt9Bx6dSS~Ljn1(~CL>G)reC{oI^4wH+-W85hLiRYfd~IO^e9p3u$^CbVDh zyixt3ev^JXGB7=%i-7sa1pDZCul7k9>$M!~Cy*Dy`O@pANC$@oJoG74>nb1fU4yom zgJMz1>0TvPy11IuwOAL!eixr-r;h6yqq5&Ab2paDyNdu=a1l{~T#SuL0}_{vP+*K8 zK-5S^i69w;7w8>PD+gKt(49s4w@3R9CYb}gf`Fi~R>Gk4@O(nS^ND?x>0(ueHXNK+ z=<(BqRUWLX46$)GZc@9!Ld=?A;|B7)2zWx|q5xqMISA-GYs`C!rd3$RLN6YMMjQA5#INhE zqMn~U>ccY8g7VSCG=%tb!3Cc2JAWNc&mnCg_ZemukkSJxy_x>GAhaH1B6KaHC4@Js z6j?g9_3-sVvB-E7$k4T*?vPw*zz}DepGjjS-5)v7>aFd-A=>oH8s$P(48~3< zly#yDk^k915~dppjV%a`kx+=B+-z+#1AIy}RXu6eOAdzSc2cxLn~Z<}Gc^jPFwJa2 zC~{q)Ty!_^-9=ZYCoE1lnA_B~?ykxN>2*>upNC?3hH@y7gQ6Bly;_~+)8`?nfbppY zJgAi~ErvG96e01pYi#SBSS&<{A=dmVF)cutx=E!nhyhnD5R^NRp|hI6A{$^fbjt=Z zJpq<_&W<3)TxIcR~dZTV(emRe*Q0mH<8-*e+$3Jx^{^k=R;sO+( zD#*QwNoJydE2NqXLwJV(-1iU|#4cmTOo$Tz@Bg)bg{*g);%TrW+ywP?01+U7k)m0r zvLkAl+y9rJQu!f30m`RLXqk7*#yO?bxmI)Df6C^$H=MhRXS#-se!yM(Ltf@F%&XaD z>i5_kQ`0oy1@4%-g`jg9Qg`Imb}Q7do*&Z*ava`x)tM&k+L!_flNg316`@kWHOq8)z!dj5p&HCR8R!<_zUV@ zx?Pg_YD)TL40BZMrpE2TVq^sSEhC+q`Bx z@1i9;cvK4)UxIao{5r3CU-QftT7aN(>4$X>wLg*B*h6CB<50kBqpoC>484go@pS2k zM(-Y~spIET6A0rxm`H+alHwLG?-U`hEfePSlw_Xten`8eKi}QQtfi;i!(~ZQP!y%D?6$@uR$%NxhGSrE=|Fy)GWC6%es1(1sN}9^x}8?pTQW ze`B>(`QAIE)MKHq_KC2{kG8YH#Eff#w2U5hnkjZR>wh`XL7^OjP2K#3Zx<=4RQdb9 z%c^|O9dbm;-?yH}jC^*zbP>WhU&fF3uNU0LeDB*>!R<25<5j+UJzhSftNb^&TH}t? zH^+D*9msu2>wG~^D&P9kypb-=f9Zr87`RhGsoev@2qC*23aX+%c_3JF$sYpi`JRbR zs7;6-tNi&1tMc8PH6?W(4eF5{e!xbY2!K)a>3?B${(k&+YUpp3|HyjZpt+z_t~IcN z7R+ZSQ889f6rL)p=K?G*4!iM#cHC6? z|HRE6zP=kX`(r3-|GdAUr8|cgpVd|VBi{wIP$M_U_){ZvLT@KSq68L{gsTK0dI3R# z-1E<{I|mc)6{Np2SLx9ivC*vT8LPA_gb(5bUWDF-CUi6O@S-piIBnzn0}TK%fvAJ~ z%EWCX*cW!Ai0&{eA*Z`zN>Zriu&CKMf0TQ?GBb5bu@M1+&T;8bPfo?8O}FEp=`LP} z&8BS8id8nZ+oo-8?`E`Hww$`9#vLtN;s=rAzD>7+ZM5HH(}Zh+;RfpI>8xx3hCq40 zvwjg4@lVSpQfmvfwgzfV#BMc$=OfeqKYMQjWye+D30B?ue6OlrSF2lATP@>TMFTC{ z0`0^|I>G_n#**AL9+^ybm&s-~>>kb;&TF3>By=>KEV!E>2PG(r0@|S2I1?pNK!6EK zFu_b55Fmqa6rvD0m>@vdVj{o+C1^5AETPr!_rF!IUVq5)2MKdxb5OrmukOA7`+e{K z3=ro43d28>(}7gZ zmR8lhzckh>m*!$=t!8sgR@Mnq`>lV79MQa95Or%KZ2}VT9GTkH=8FE?pTf}8C*6EhaOVkXG z{@B~5bPmATE!#HQYcX7^fST9hrvdE{s&+t`)2-U1ye{s)KsT6#kK_4xt)@@T~F6>UmNQ(hop-qhnQ! zgUmtNhB+@qZcFr1cE}(qJ|u%~aI{NIOq{Y~J=iUmh@6SZMMM~RZ64Bq6meNSreZya zRv#1*m&%cP86~yPlQI?qwG~lxnQ>iVUvge16<$UWiIKKcM2ttfdZ-q0Nw*xVL>#F^ z%)8~1x)tL_D<&dh0#TAiE5;&e^*n)I<2D^*GIT7>69r7>wqau1FmALV1YFW=Ln~m0 zH7wI<*Gf6^tV+4!8A#d2IlN6_X;jo*J&Z%EPIY^_NI5PGuA?04WyaCm7{yrEQyIdR zjld~8QX`JNwk&d;N&GW4UAY&P9S%NOFFTm19o#kS(1`5l?Z}cj(7$-K?c&wxEna13 zv->8yf^C*rQiOX+(F@Fp?MTPd7k@FUj^oMu}U@q8@GnHcc2j${BY zZZ<>L#M8xqhZSkS<~hJeG?>B%ya&(=$1Nu*Td+#Ix&^KP+qn2Tjr~hwJq+`Q1G~v- z;Pw?;a0Bt+#YpOaYlI>F8guG{U*X1j4ahKZeT|8`=FA7bQqgmB6^p7>ESS5B4N%`N zE}{-EGW+ zdfRo|LuXkCvSfo7}hmcpMhk6^W zl`$Ia>fw6mxo-k-VkR<<^vRf1GFGeFa6O|U-G(gf$=-~Lq$R883(MHnv0c@Yx*glL z9UF%M%DAK{V`gPcv6P|T7Zh~l=?Oab7*UJ5;wg%X1+3_hsl$B}=5&k|ZICP4fbMWc zVs&UG)vzx+9NE=~#Mk1TKj7dX66eG{+i)dCmE z0vAo&bFxP`^2P#})890=S?7F24}cggqfS)b3z?t5z}#vI~EIhSzNI zsSFoja!*)g-5unPh2~BB1{)7)5q~GNomY}ZKy~xq360MykalYGO7#LPv+~eDZ)q8J zU{WS(Y5unpRc;=631Mj2FrEMHgozV4;ZCTv3d$arq`F-ETk>|1@_oSY!eo&G>3Et5 zzHyf)Jy*l6s@))@87*@TH@p0nF5K25ofB+cr&xqtJs@^Rw{Gf8yZP@9pvCzD{xBM6 zx{Rr%aSK-*rD@C-V~eky{9K#*AM0(>g6hkh$Id|I$|R z7L5dADSX5Agu?Atb)ox7=T4UwMT$Bl91lY4>o$dP7ZHWwK+qNvEq{(IE_`Ds%WJi7 zS|Y+u!R5~XtWNyC3>1XN@}OY7avQ;OFMCp1N{NFWUlwSrE9H%76bi|tLdD<459Me-mP38UgA3D z(j|ARnLY1Lt*2^D^}BOS*X|q?&;}|sEA@#R=7_A=_EM*~Q6;}wrTzit)!A{z%>#J9 z`pT(Z<-p1i>hNc!UjE|sitB25$^7WE`hgPQdUO*)$XGe~aEQq2e;2yxOf?Z4OJ^O^ zETedzg;y_`vJZHqmi4!nVc`qQ3#?R`qIwJ-O0p67Sb8ZZ7lu0hahEYVJ`8Wd+C$a` z(dp!sBMusf8hEP`@1;K$3L&%(;hIpTj~nU1B?Es88cXM;KkpZ9?i3-yqpI}nMtV!u z93y=^C%rl7nF~H9>tyMT$_3rm(d{Ijgy9(9rsNxlzb^RZpr^f2y15*83y%lo5Q|o$ z?cBxMu2FRM44W=x`lsJ?ZKhA=H(l~1O_#w;E-e;}vU$pQwD55I!zG98=Ls|K*s|ug zQRnK~$YVAwv{5f@YkvFCU=doRaHmvaa>6DUkD3#e!<~+%ND5EFiW7+FfcH=D1^dfE z4~Xx{0>51F5iklu`|6j0#GC|WJE9#Pj~6!Tdy5+N)jXrVTHL6wYNNjQWJY~e8}(@j z^BP9|7A>!0)Q26iRJBpxYZ&#t+NiH!)DLOYS3RS?R~z-cIY#}EMt#*Y>U*_OKkOOx zy*WmGMWepgZ`7xg&t#^S8>eVl%eJZv`Lt|5sS#gYy%FCNBfeJ~@j10=#8;-6HUpDd znf22qnnd-!>P(vuPo8k5jX$|b`HVb%{4@QJ zKW`s@{%Rhduz5eypZD&s$m2a<>3e+c%kudAm-`;y^PoK5|6uhPegtuHb2Eh%+pgK7Qcg-lXk)G)P7gDMoT3u^z=(;i@$+gBNp^a@Wd~{ z6TgJ2H2NiY^ZXK2<(J?u=9l0%{Sy49UxIJ_66}cUx!Sn>t~QJKC3wkPuac+dm!RmE z@ZsfdW(^%fS2A=g^uL9TA9uIX!P@u{n-zCN9?1n%tE6*HUXWa4gDz zm@E*tQ^pKNpp^mxB`%>MXYeiV{U8O6pftB}G;QI7B0Wbj0F@_=1G*(zJ)M(IvSbW! zX>A*wDJt=y-NWO_q*x-+wJqcyqVO$Q1ltU(HArsN$3ia|H!?^i14jQWhh7O6Xjn90 zhzP0@nlHi_ky-#AyZ{nLjOYHFbD#!bdb` zPbQvN6<8|d;ap3FBEMRgKR8k4*t1mtLnD8X){0ceO>0Fe){0c#FA}j< zWC&?(SSuJ$JWyLJ2KuZOE#V53<+5aWbEI2Prnx$y{aa_1wW8ueh6y9g-ywD`n#idl zZKLbjbL|yz!(O4o{3tH2wZ$T)#bVdj{=!-;hQwm=>|dAO_H?dGUw`hp^xSpnx$Dw% zf;@L!`scqc9qGF+o#?wR9qGF+op_4ZrN3VMx^$%P+H<1sx^$%Px^$xNy0ln2T$hgY zU6)Su9a@g`9a>I2cU^k!y7b(2>ACCDvvgfL(sy0Ds+H$QdR;oSz;)@+GrBH)Zn5jq z=YH(2OS_)db?FONb6q+cxe<=T`@QMXA46Q;emcZ>Q&_*RvQOQH1IsF|Vzu+b8C&g=#kL?dV#VtnEpmU4%L!7NBv_?I5Bzzy>+; z8x{DGZ&q}R(55O{I!-VjZqHmn9-DRPuNczr1z-D+^-jSXE`TSs4=E4gZ+ne8fWPq? zwcnLG8{hcgXGa}ONw5pZ>^2_|TXjN??PH%8As$9l={P@!t zE^E{sGV*=KqW$$`etsD;9mWKxK_dGz4$!^+xVl3ksU+o2BW11b>LCB<68rmRPN(D6 zYelR+AZed^D;(2vTrEamH_Fk!SPD6N9E#Ff}sT-yjucZe>H~K*k zVJLN#hhsnrRl1 zgEh`{qe9}t<#(&WwauJ#E!xxLaHli7y&jZ=zf$e=)&fe)5iG|<9KSfH1BnfO@}Z07 z*)Kp&1`FYdYW^6E;-W%ety60PU_HU$GTFxaRt;1TRPdND>OfmL6G;eda@XpsJz$E&df+W=F04-uL zbRf!%adkj99cMX**KE#@aPA1ixg!yw7`dMYPbEoG_<9g%VljYc*-ZWvQN`4prt;`P zR5cgA^*5RJWwiQ&DBw%;`t))X-~=?Cg=~U*nRsisoatw(mSJnEuE39=DbWbHf|hKe zBCBtmS@PY`U1k-I!I&d6shyvEO^v}bu6&tcF`ZKCQ%L@?b<4S^Z6x;fNS9YjbI;x1 zaPr-2mSg=m?Q~1{=30x8m8Fqa~wmmfUU zTYx=tD}^hMEnuE-5PM8`qB+^)X3b>=Z~=)R%;NA`@CxA+EuBi+Q5UKK+IC;q)iJU- z5zFTAMMtK|_(bwwbqum0YlQ_x(nA;TxO?XJH zQN#GlUCu)sgQpW@l>maCuS9FWVdB$su)^bwF>(-Y=;HR4%ELg8tACfcDJI(~htVNi zDTp4I8P6!IZy)XE$Hov)hwUW)Gk#o1-LK)W8Eh1wBkkv(T~S6^LU^K)?u3{BX7%02 zcfa|4H6gCdu}8n;Z0Jh^uY%es#8Pw`a- z6BDRwgZ#P8g1I|b$Ybr{o*J4MM=QbPIpxCD&f-~r0-0pU5u!RGY9{;?u{q0P9kb`L zFFE-S%luO>)FIA`;ka5yhKKxvw+Nv5&1D-%v7s(paq zx<S4xu!j{#`DP6RuP$ z7RdHCT0Aw5IsBNk_@`e;K=z_7K<$x^d0^NuozLC^?>bwrNUD@~5q@uu_az<{YJwaw zVmL;IM5&lXlx`|BGX0 zPm4gmg{rpFK+bOWKKiA`N$!E_8*t>zY~4=%Qbtt3@|9EdD~WN<9x0*#j2ECwjaZeG zIj$hVq0^MUz-@g)SMbEq;1L>$u*Ae221FonfMeax?|C^9e`S@dv3V_bccy`2Q?SYJ?sFaysZ=HGuwI)&YEqYFXy_A zj)W;DtF1IpE5S9?Xvtmn+SWx!X#&I%gRoVH<0v9W#{ygBY@*xuJ?9^G@_W|OrP>z` zn=&#x&p+%4fR;tX61VDDx6Fp=F-M%deWO{8GQz--h@cQv`DqVC)uAie25fX8-AG2xAgt8*x;t z=2xNzHtKleHgb7X6BglCzyeP`8M+DD?s!~jD1arYz5K#;a$j!sbQATh*#^(FY&4CF z<3Z`kS-@o^7#;Ol>o_5VxkumT6YiY^%zoVIavTHw9FZ5E9NrUPY8|I)34{5#i(5da zh;)Fn8nuQM)ffs1B$yL4WYP_ZfLg!4Y|9aYsy>+>fsPX0&fihcND36izU&@%nBU`0 zo#9zWa?B97fh>->WmIQ-r_9DTf(%AS`8x^_W`)?_L!Gjs-O}UUY94rBMdJWPi)fq* zxxl+xv>YlNLFj_b=hf|}_e=^F{vr)=n#fpY}J=@kH$30r6WV#A)GB6`u#v_j4 z9MVvJMr^rSMmBVW2BeU0v_hU~2)WA@DR;Rd=5F_&LrypU&an2)SqA;N=2U3mEmi(G zZ-E~0&G8sVrgsC^jv<`D&-ca}MTA2qG%j&fYa#-)I#J<3SBTms)x zL62kvp>N#nMd)o%Gv?t(9j!{|C9YFO`B{XpAihsfobv60D|9K^%2>GBS+$jC|Jn2I z){=iVQH_&t$G6$p3(+?1Zp_@}RF!7ix8dOrqiv!9%D0zDoNec;&eq;5hrRALtt1x3 z{SQPoGnX!TTTR^EZZ6@I_VL~$-Zt%;W!tB>C7*ny<2bK)_XDLbFHl8Bb}b zaUHce%15oylF3Pp$9qEc!tJ915Rva6AI;CkFLSZ9D;v7i8(V+gKeou7$LlaIc^2@S z5tVJ-e&vTgc*D#0N{3zkclH(eM>pY{lmF4Cz3WsX+R~pcl?AA?QN&~2($QZ2$$x_i z_absPFs^pPG&%MBQTueY#N>`hv~I3FbK%S1;C}0w&#l1`%QK%}gX1J4afg}7>Mjml zp5_7GWBu}XFBcFn4y?<-r>1^WKT@#m_w@dW~KbgpNCSCAXkF*vp|Q=yXpdg)4IQ95-#MJ)mCGDx!n%CC26x_iBm+o8prT7eo}4E zzw%Rb6+85$M;)W{-+$>wYM?xVP|jM7yPQ3Yx5J#hgu&h|+bcasw^w>NXq*_lDXz3N#WLm1oPMtmAxy2C+-a%u|Pnr?j&DL z)DoGvS_m@P%RcnqiVP33Ue;=F$A)hPqWM8gR8*s;{}b9L8!jyy$8*Y*(v957+BdxRqcu z(`anHDf2HUci*aq`7#%$rF!WCixVc10H`1f3kqz`+dye^%(gpvlGb(%CdA zPPu9Uk+L;y0tSrgP1_iF$%s~o^)>O1(lghyTLgRIn#~zHV0P7}%oDg^y@@}p-kkAl zbPBC3AdZ*Zt*e~RfA9Y$Et_CD){oTIjR+OC(a}yt?hs)OTp{EwBSH{1EI?KWLl?se zXh4XTT4vHW&L)8n*2G@~5CP_CW9YdB=ZHrbO1_{mpy2;10mfx$HrN+A8mqTG`*t|@ z?N80Ts(yW-e%&Yfqr8q0=$L3L#$QtZ(;J9MH3D5b0^R-*=*sy!o-URMkaLS8&|P!{ zCOmY6Pk96`sYamN)vc}N(9;@$E~!(?1X&br-v~U~Hv&WB=%Fi)K#n`wUV3BDl`-hD zD2zeRjzPLnxH1M^vwE|Pz|Gq-HD|nme9<1~dqWU+`4kJMLp=5hTinr^+%KJ^;9*eW zW-SbF!~>u9x1rMpbX$;sv`>!@E{Ztg!tyx?>;d1nn?_4tG`t?3v`2w(4Yh|qIm%_) zB{PR4Ma3oh3vDrK>q1goIK z*eahg1O@vNg3qR#LHN6i^JXHOVIr)Ni8$q9A5W+$^EQ~cwu`{TVbpXdbd^$$qY~qj z%i8!|<7=_)0w|e!23G(c63KH6`K_)>SY4HH6U_oqzWXPTi-{4R9GP^X9B!7gghq=* zOfk0LDlCV96F|IbZ2-e%mb z>z$va{#BS;!5@u(ZhWM>?fmOi61QjqsScS{;mdGN{#aWN{*3>j@o`PQM=uS96qw- zmNO0+TFh;wH(uO`U8rl4Mx}0KjqtNxtKK5l71DrD;F7G@a&uw%R;j8v%E%~Q`uQ)8 zacXg^sR3L`tCgO=J1#p>-P%9bn%(YPa@g}ulx*_`p%DxV=r}ojh z;wIk8Os7$uo7Sp5u2gH6EA?8vR_#OUoF}*wN;vsKDReu_L^uBFuv}R|xD%~%T=oGw z&Nlo@+}qG~QU1kwtv;_aiDC4JBTbJ?RynW5KmVThZQMwbYFw;xUSmeKE~}7V@I${`kUWh>*cojS7<-~V%BK>+%~_K=ATyq z9uUtqD)18bjWi~laijy}*&A4&Qx1DT>ZARaIXf^xU*>RBy~KUp%bYj&&6uyfaDgIG z;C|4l=nff^aQ-q*{tgeO`E^BvKj2O32&?)HBq75v?3i1+=4PuViv(ZV9{8y$$NbMf zbsJ`6^)X0nA^CS-D)~l|uP6DkM0bJgUCBO@>~V?0yp4nc0Sm>YOMMcU7vL2?F=xK= zn3MnU&p3%WUwzV!S!pjM9XY#o;9HgJ4s`D+CFHub$1+M0&zyBA48(-3gbJBnJrIJ3B^n;70w`3xN{pq!@v;5mXDT%WxFHjBStdk}BX! zBQjow;o;io+H{ezf|W(k=jS(Td?i`uCTuqARVJKQ74a94xQ1%rm>cY9o+G(DC#;K` z|6z&z_Q*@fUo42#58<9!=QlLL#A-hv8V=1vHamz5UFrb@)TuNP<}<&ZEXz z>y4{&-3)BG_@fn7qVY_cG`0aQsYGIqTOuv$ml9 zUL((a_TjzFhX*_!;mc)I-yiV0aEQsjUD7=XR;mOPZ-MwzDw-!(cgy8iauf`0K4vM+C!f z%-+wDm$~P{qk<%KS)@Z=x42&J1)f|OqB_pU4lG=G;J?O^v7s?C*2$Pzy})Q%$fd@j zGK~Qp&k@A}^$RiK&bvhctSE1T9^9BkbZ?>yCg)Deyj|R9owOw$KU(EG!F|gX%Ami< zj7#;|pzNpw=%3)nwO-uI=xtR-bR9bCbc<_&8_fbo0nAn`HBNDzaf(v>9Mbuxe@X!4 z=NRlyQ$Crb>9RqEsYcf+_yMta*mtg#;;*fX*VpR753lv;iJ^G`wpoYbukI9Woni$G zsT_miH^nk`jnFu!Sb=lC9FwzGhcY5kctPBxQ+*BS;1$Fg25C`J%qmT{acGr-?)H6WRCe%80ceki~x9S_2o~!pw`lbcV2ccdH{m4?} zT7;rAXYF+v+uE-v0ppem!FOCTRFQrSZL{~ikBQ#9OG#}hu+z4WBR(6GWLDyrqT#2D;(&_x+^!?=x zTgxSw34M95y2FPiX9WlS3ebPAfG8`N<&uR{aERL>U)-pN^(rZF35IpKgx<;2H4V?H z312IgBv3YX^$q6Q9pwsauH#^%pVk9gyPDr$q?d5cEs^?EwJ2Atbey%0aMx4LamQKX zI2d!&%~{SY{m1JEi^3JkSo`yUSiVezQxO1VDai7 zsQNlgpd0VVyuRFvrHFF6Q5L#8GH*EnC}X`8-CtfO10dG%LPMZjO5Drq627ljy&s0h zatXRV#tO-y02%qH%{540XWXsR;w^_>=8Bf`{q4kTOsBDep&#ODENMizn3fxpOLF^Z z38{&7$fwof2+wK3fDEBmg-wsk-`Q7SVo~cm%!`{Iku!>-O87cmVz!pHIYJtPdy9Fr zz+yhoSj^A;dUG)!;Fi1;a{GFzRHV&ik)h9A-?6T5@0ww(IoLu6sRM@oB-Pl=@sBfY z+#RKC04sE^2RCOCA|T0X3hay+_b`!(;bvIBLfzh+we+=SXLagu8vynp&VD)U%*Msp z4<4aKTXFxlXFvFd7DGDsH|Qbk)UwH6E0_IiQK?v8tA}{DAQ@-_xSjs4sX6!l$LwjZ zw`EPso9vO)j7yKCbXo*%EZkO)pcUyF3Y)@-#<$q)d@sKx_Uq~T#}vEfID#UfT}t6I zhV0D&B$$14BlY`%kW;h$U;snc6oWkRm65$dM)P>cqw5)b$2}N&A07^Q(#zjBEOIC-hfr>=RIgskBV~%$ zPB_(VTEgF%1@L7R{%G1$(I|3wrRIHByzMUw_BN48G0Dx67FJ{UIV`X8ib=RW(OcU!Fw@4sjZmpefI53fkX+i}bhe@Ue*5Qf+5 zsq1wM3V1Kp*Go3niw@3B^zw0apDL|~L}aJMa&w;&_X|2kc=^{>CHneay*(R$XCtHi zadoIsngk6V@-8Ooh^L>&nAgMj=IiH~Va7ey;eF3D&u3&KE|1kE&Nut`C6+H|RJT<5 zx$D`N!}9E0@5<+otJ4bJ1w?nZ6;PPhxUrsA-TZ5-pzxt(DG|?%W%=K}STDozKhevG zRMcW1ZjtIllnLGj^%VXG*M`mh{2yknkR%c+zfQ}VP2!d#eyLI3D}f@p!+N-k4CCUEC-a_rtj0-?$cC(o-g-+hJO1gnbvM(e(hdZce5A8t#L##q>Jqs^wvDd7+fHq zlKI5wS}M*wYKvl=82oW{#1l{B!;IN@AwC}U=q2oJCn*+Oz_SYezG|#M=9-3e2=Ur8+FOcv$ zX)PP!z3^Hx`-P{lmT)X=%!cZ6y}1+HmWR?;K`#OQ)u?l0Ko*EhOcJ%uhG z>2>*Gw8v4~X8|IqC?D?BVZ6FDJVMDI-8P#&F59V=dl7$4o+Ia>ya_l7lW5;JS8o&K3_e7@jm5t5<}>BH}tr25u_E zZ*oTY;%3d9mCd=`vzZ3aD=VFKnZ5Q(rI(R0(9_GziO*HN1L~c<^*4Y*-PianHb)x2 zdFJ%zn*D$7bIl&#`T5?P%gllLH>fzvP&z&liHk(4B;Xqhp22C3x_oy$tVmB2jH?F} zeT9ZWdF?HJXpiloJ#y-^tP)7hL^^;il)#~QPrz#h;%6{8_usRFvEnL z7Pd63_~*Xg8`#PmINSVor0?5_zHg`NZU8~0PC2+% zoT5dU@wUgk%0K3e(=CBMFsr)x7gw-}tmRpW8>Onvnk#UTKCI{=f4L=QU9GT?zWMSi z&RX@x#+z@DrI5Z8XQ*m{X;?Fk=Pji-1;Oh<@RGOnb$h0JPE4+ohSeh)_kkBwtfS7>IQL_f80D+K?d#4Krg;jEL_gy5No zXDxyIQ(#?6Yq*R}(mEmHrb6A~GK)9D`beP%MQuz}2@?GzywtzBdM-9WQg!fXhhR%>Llf z8ey^#-^`Dv@$rrPcoZMspp`l1bj_*1uZ~Alq}{7@w2ge6nShlf^}#1G z_bVAXlM>+CrOeRW&5np0l2>VAU75C|+yeM)U&6S{qXCASB#e6r>3Db6>FUI;XXdOj zxqty+*RtAM&qn#Pw&qN=qK((OLuGDmd|uJ`eB7ghC%c-yUgq5QDvuHCLbCJw_JPUG zSw$^vq4e|UG^L*>dR87L5qGz!f|Iypp*2^8awRhR|GX-z>1pLv4pP8JfJ5)PD#p3z zR@rk`hiiBRl?IQ>8|MBBCoJlX2NJXEudQ?C_br~l;lXNeKulj1POS*3Bc0<2%k9yi z^i3d8bN=QMTOxu1mzx=Brz2e24hPc=q1D0Es34{BHD`I>D@p$Fb?j+2aQ=}A))fHA z=3vk*0MhJ?tAjxqngD|&ECSswVgqWnR)r}i7(>3mMZ^gmiEt_iCy8$GKmdG749SBa zv-AjOQ>2s!t~d5v7;IvgQh*2p<8Lb6(KYI5pj{!83o-Hz5VFqrj3UO_P?r0{LFr4a zn1vQ@y~BY{gmWRs{rw%eKu3SQ4zUXdU^dZk5sL zSLYE)Ym*6iD=-`YM8$x`GN8#P1n7a}vX7G^@7Ce+(tgV9k4e#NPGsGxQN$nXcvddl zIL9;FIOjX?sTLtD@SvXXy~WfF(rvUQGTI+eZla8|d@{y5MKyy zN|2H7GLhZ=p1dos**6k3Bc2kjj2i6fts+Fn>9(Z~$N8WoxC6vpaJ8U2=BHN5Xc8bL z{9FW>r=FEcT0aqDOm@LNd0ns$EMs6-j4g>YdH$(e@#*j&4Enz`Ab^85)LE!9vAw(+ z))?;Vudcku#G6rj@P4#M&;U24adpci;Xe6!U8yE(L_MYH1?B;bh`(-_p27uU6+>WQ zC=`GGoYz3yhKIXEW++w9Ht_L3dru45x~KMzj~!8dOq z{ib3=tj3d@%9d97_f{A5O3UB5im0I;ZN6JY-WcI}6fwm)pRRi?VYiMU4L#v~!3-T1 zEln=)E2$NjLg0|JPLi&Wq$6U!8kQXLMY5GT`Bj~Clz(g>^%8UJonNtT==K$Q{JZO& z+w6m+2e=X&3*Io+Wy4m@2@INaty%gj9 zC+)y5P&By?$)yrvNeiR0+)qovZxCL&yL2HZ^PZnpH0BjWHr zEZ)X|^dJ^Hf9pBJ8yj?Nc75RMwK6M_9#6&pqOv{u#Q-%KMJ^pbVgtUdTN=?pZxV&# zIJ>jRtXrpbLVzN;jARvvY!`t2RXQOO!(oKIk7&`pY}I&B^1*PK(o-N%TEn1ZjD2SMvJe=|* zC%}>cGl(Zgv3_O@^DwGVCYIA**5%HIpHv+JnV0pF2PlWY%xuPpX9Yr&TAlG(fWD^M*;s6Wis#D8`zI|OEZWZm6k zKza(NfRvGT1$jzYr~~ng2D`n54D@Z3gPl=CUBOJrxfHGFLSLzQsDLw(E!r3CG9SSW zym@-JXQY#@G58$Qt@A70*lM(us{*yh{>)Y3Y0h~^cH{~LIL-n-Mhb1YY>&W@J{>fL!sNA zkprfWVON13VY_|Yk;s36J@N>9GNK|+vSCTj zCN`;tJgujkSJ2E$E)o!J3q>ROg44{-sj_nRYs%YMe59Hws@58 zfY^zTxus(li7H!#YCzKZft4+i;Yv{XIWf`w!YYT1Iis{OJQg5R6yXw*(0 zmtb6u4yH0~+ej3>*fXFOR>J&Tj&)H9nb zr=HEpa_U)}ET?|7ljYPink=WD)yZ<|M=@EBSCi$vb0*8{d*jTnhM6zJEbgBw`{zxS zCr#ToQTET9C|8?4Zl>>>CRdZg{7JHZkxBCU-k9{OA?eGIjO!_~|4LKjiaE@iAp5T{ zL9RBZpqbNR)8qBM+2L0M(6>mYPd+*JFFZM3-TSc|Bqr~?0GhJk$cZS(_N%5ho`lR*c_gfUBu=!uAJMR&MwlZ494PZ&uABEWcG}A zk*baAY4UHM;V$y3zKPOowx_;}^eXyn>>@o`t}t0%^%N(|J?Ec=$#U!&PnKiPc(NRO z7AMQG^UvtWb?p4Jc;q_vEKZhV=YOO}u4c16^~rMVS)DA$&i@E@mItcI@{yLiq{lj9 z6+j$ysYODJdb*Y6=+gQq0u0Z5vUPsM6}kz#N?{!%^z_ zpnEJk6g||PZG@mD#^RtB;t$=C#Dh~s2Z;Q@wzS}#c<956BBv%E!@URr>H<}F3=lqo zPQ+*nG?>5M0Yw9$(k!FW`S*OwG2>?c-fubi2i7}@@hoirddEjB*m}o9#Bejc?jSv4 zaV@w)u*w+_A257OMJFGuayo^FKN)tj{s%HpXmE6d z;%fi9o^bNFuak2XDubm3;v&=}B#Q_U;Ha4E9}MVeJ%GNAgsmx~TEC=|lg^43tPyQ^ zM4}9OOCEmL6OQ?UV|MR(LfVItz;=b@=$<{4g`xzSF=8%VhS^Y|w2o6D)x(&G@`@Hd z(c0zp@=a{eI z4uDaeF;{%@M4m|MH~X$;{rp6?fOwa!r%@1~Ng`5YvD@gt2q)1N{b||A%J;epGd`a5$SXq#w2L8Q#67YG16{+WH~_fRyo8nO}DOh(u$g8048r3 znNPpxjHMWa7XIx2V|(%wkqT$ryKEeMIJPh&3ou$o#?=u;1l{erQW~FGB4lsm{&3Cy zHr&mq0TgoB9ONE!V5_9Zhk6D9AfA9JI zKjqzdH5`^2<^`OYM50?n28eRtoGkz%oIbq5LqRch$cM5ORf47TSpXlaWhr%EMz8B1Y4k2?HuT4z>t- zjbFIdEOd0K{5`$`QKd_CLIxA7ZIA{*+jX z*QjGic;JaI+dL-Rwdw>O{oeI!)CH_&fjJMTjpIwToG#X=^C;t9COO>EfmyajJ%GOt z@X`JD(S5x~hdLsZK@NvH-Tc?KB#Vi1=BbNv_8E#IEq8831EuG2IwUVb;>r0vjhfCl1Q>8a5o$hj z{hr9}%*?+Xj1ck&K2SSK9!iFRn*RBNPdMi2!6%5Uo7WD(T7iaQRN&1sd$^Kh_SAUa zN4_d9qxNKlrN<7I9*+<_E%HAcUViyxw*uT|)t8&#S*P;%j*}7uEgNmgKv@sER`}VN z5%KV@&;C3zoN7NC|KdK-El@t*bVqZ;CT>kp?``F z`>hxd99*$UJ7u5;5Ihs0BXiwBhyc{Tgy;093lAO=I@5X8m1Gnd6|iwdI=&DsPaZY~ z9fgTG{jslNW4iBSU$q+(PPj)tQt{31J@i$_+-MFT`l>y%!!P(m^)t3|v-42(^4z?t z0eCCi=%xfpAL9@X-fsSnw`#XycIGj9H7OARYfh?eJi57zz_vqoI^)v=(L*zOvgHwe z%-<+}aus55z+qbFX$+_xV@;Q+91caitv{&w*6kt^KwELfK6?D6^GykU$ zt0r9QFPC@zlJoX5ZG3wT{7(}CU?8;m?d3rAW4u!*6Yeif{7`-xc)Ly}Zr=5Nb7^2} z8H|?Mg!}fQqf?+8`Fh|Eu<-=uqw#bROt?j=J9ngRU91NE$1mxu&igfGJX&NEYQoj= zXpx#f{g39@e}pCf5KhsJ%aDqTJJa` z-Pb$c5zKlL0K;qWc7KD}j-~q3CAcm|b#P}Hn8O#H$;>qmox0$d7nrlBF39kcxF%j8 zj9Uce3;*x8 zHez!>9yl*^@8JtJ&HMVxcay4atZInb^{O9^N<|Uphu4KON&>|L5` zxMCiO#r^IuAV68md>`;|&ysxWzlACjNcj!j>g-Ho7Vdm+-dYX-rm1X8)Ieu2aLQ=C zgY$t`d2`{dxGS-LKDRr(m9BRNs0q7^KCvkkKAQQY_&wo`UA*o2AQJLK6j5|^^x<+? zCm$}C>@0_LvQbAHw`FR%9{Po1sa~R&{KBqsi5}L&zp$$udJPnW1+W06 zTJqL%NDuwOI|`x!EYU-6Es^pa0#7#dQ#L#`u!XL7M4lEu59>f~M}gd$0(0N5e@zhb z%_HNuPRZY!c{&ESlIAC1H?8BRoPM@}>0qP|bcwoSPWa zG!v*j28vi?-GTd=hx-w>S2!@zy%ci}VjMnT#i+y^6Jf@#MwXGTdE~&?Y!pcZr5jw` zfVh$r&}&LJax9OR3O$h__NDG;{yc~W>&%&NpR_vD zxeq=ax$%rlI)4#OQ>}OrVm8-;3#@WR);lBGm+NU;9IxR-F22_ukNR;F_NJ+xa?L4l z7gs;5a`rCWXq^bLa^)N8CRhekE)g&-z(FfW^8|1Ize~9i_rDxkO^Yw?h5=fFtJKZb z+A>yH%EU;B6`(=cx^Y|9(Z0DEdXNaCRLA+=SK+;zCC4^CuY;>iq5w{V3$$m~*;swLFnMMs@?FDBj|93~GcNc82O(4jf0x+1T9 zB@XKz)y+R(sHPO6UJ@Y+XrND^Q)EC?gL9X@=H#DzkVns!LPXA> z#sYfhfBm0qb*(rS$2>Gggij~`z|SzK>zKnh>J2tx>~ah4@oT;JUYIY!akbCiL{+U% z^xVA?IDp*qzwDI0rTInCl{>X*G^Wy0aDF=Jf-HncCPyELhrTn^IzLj{kE_7+TP}C zcC>H|HAaj@?_e~EYmT5n5e_l1m)jZ z-#M+9>@Pdr`lVU7@slF4IDwrdpQ zHULp%SawYV*6$&Cc+j~>IwHqO+lgsaX5aZrij zcg@F}P4m%DJm?5D2E2iiDyL-8oct=MsB1n|Ck8!wuR>m82CAF}7R||PKGnyUjBoPfB~#XJA4bW5Q`@cd}BRvizSMjTQgYZ;>-hxQ45da&*@ipv7B5< z%?v%s&_n&1laA0{;5*FUvrHVN#=EpMRo+M3EB%X!H$te;k#2r^xUb5JZN*2T!mXQv z*eCJrnQKn`r!$T@;+TW~-y*>w)1NI^=Id;riqIo}YZ+nyM0HJHe&d+) zpZ#hBzIWFV`we!aQq8Z4bETSW&YWjOUgO>_62qgbDYTZTk2T645PA1i@*14}4_;Av zb!F+@XG{9It?f2i`~D-%);@Zq_K|ry(u$-rlvIQhSFJn&|2n+SrmifkC&K!22W!gP z*U*^rkMs$CrWV|h6;4by1Bp#Xzc)YmcI1XL)-T=zBp=@Dno={)pyKry|2t0uJNJ zUPmOH6&&zxcMA4Bx{15yFwK%4wvQ2cd01YC`8X2fD^(+3Intiz+5$8-2D77=ZZ+u!ZsqBY=J#j@Q(|=W#F@<_gAX!jEw|A(OnO_P7!+Xb zY<+nWa!dyZ4xq6;m2=iy!&^Hs=RWut2!0NHsPYxJ3mC$t=cM!-DM3b$Ho67wia1Jm z)`5LYd+>o+jV6EtyJsEPWqiS^h)?3cj!!G-z>fCnIj~#cwF+^}tId6$nESk*xlcy@ z3PCgDkk=vcMzxQ~thrTCjVgqR_JGX0+M;3}CQYel&U}dVkUO3;Ca$IsJ>@3|92?o; z%;OgxbLfC7pID8vXv&Wd!oA>Lw(X&NAF~@KIwv6)u)>&R06l?9BfrE`21hx)5zG1NlH8$p{1~-qte4Gk+U{ia-n#ZPk%kwnJju zM$6WR%LMLwsTMY19dCsDUTA(D(QFegyiO|jy_{Zvy2Ttf!EG<8-1aha<}UN?yWqAL zf?F}YBO#GN?Y0+Mx4mqR+g@Vb_JZ1NFQ5xu?X(wOwbLFGmaTCxaI`;#iu0mbQWnXiu6STemI?{$bK)bA(h78CYh8WXvTL|P@?xi$7)V`eO-RSTMMXT zw$(u;ZMEO6>0{ikIpf&$yIedvq?+lygKDie>*`kio|`2itd?3?sl7#{7E%{rpqEbm zmoL{&{)zvE<>r6Cs#hDguFX@Zi)ZViY+Vj{^C~0S@dc~1$JH*XLvNwIZrNF*4!ZJf zr(4?g(H*&cfuV9>jk=d19(ZM!i)U-p0k`JamSAlq2&h!AnBlI(7C2>KvGH^;ZPK3y zjxg73msDGLq=T;LS)mQv+wsNd z%36)$37RR-mlb6xV~UBUPlb#H`+G2_; z36JsF;&Ay3yZJ|6#E1&NTZR(-+$Q?5@ZSbP56csD8`(n&%z%pR(H!@?=Fp!#?Bw71 zNlY3Sj6x4P7adQ6$RW6HzP+W7eoUaGyu{D|hx4~&SG48T?$1nEdXmoR;B zQj^hFnx474Rqhy1JgsvLW9ysyf3X_jT-&j$&DjV%;RMEtFM!Pl-QI#P0|4#hl43ah z`NbA(bT|4lUwCcq%}w-`sMmU#=70A}tbV-(Gh~RTg!1|fIJ3cJ7KOVl%Vul?(c@wX zxR1Dc4#~0)S5U#*O{#^^GwGf1X-DrdYOZa2pA4MVxI{ zMZ5Z@U?@*963pIT{Y&f7x`eTBU0FeZ@LmKQNo8zV8DuVp)x6z@YLcD1VzHUKZ2E9= zXD4-R*FEFT>RhR_T36_-RavMv$GD=ot4?n@*15b z%q@DL(OLB(djPHqqXdm1rm)NK9@T3puWJdpmBbtDhlY*ZVH>)N^e|; zZz)32#ZpmOMX@?MTXvYFUM^4-^@aCG=F_^Ig)-k{@oSj2-z9JjZKguGLv(r=XYPj z?4cgUItGu7&n=-7#@}s_qC%TM0-!5-sE}i91LU|1IeQDfxY1&jl;IuJwo>XwZC|6q ziJ8~XoQrs&a7KhQd;aE|PX6_mJNDC8Urw7;uLb=6uO7dy^v2hEabg4|n_5oeCUX3y z(dv6GcgSL9`Tdw#S&f-BP-A8dEkKUPmzAJq4e6Ntq&SC{7DlI|+Z8XeQ+m+ak_Isp zy7B}tTI7w=$>b=*;Xv9lI)!LrTm`I_0=Q2Dl{mLYlcS&^;2AywKtHa$ z*2KRA7;UqMJ+PEPRrC>o&mr=WnLXsaiDgWiOYeGM=61MiMXUg_^s3KOR95jto_C85 zfv~X67Ib5J_Vyt^?*G%5o>FJ zo)ZWd?O|;ZyUbe@a!WNJw=S)A-7a7zZ!C@uI3dp zYeH^igxretKm&5it01?$?FjND7bWBSdyrcS2wG&r8Q^VP&>NeOVzcjR)( z_b&js<@X@BaKdgvZh1Y(t?z|mSUeP1JtmK(oIc)WtEn|-zi`qqfAME09rJ?xv+L*C zG%5(*Kzs^>MI1YYx!`omINvqZW2BjdJE_^ph_>^IT#zg*oey_B-1hrmVw5ex5)JQi zyXLr6&EdD3WK|qjGf4kttg5$_k=UKl+!mcGPKuUsD-KlP6ut$AEYEQr@No>NdG-x8`=^v0M~^yc4Mmhn<=#x5VncgjZ~^vt^E=oe2q<{zxa(%kclU&Y6r z_G5l7o!freH{;#>`{Ux(lE1r<>W+6ym4AP{dPqYdT9Ri_L|PtjySM}2R$99>F8zV% zpm-0DEkenDH~-Sj%ut$JNN#6c)7n%jX#Kyni~*=vFov~=11h9X{`pDAJRz!WbFWlm zSUxRS3&~Rk&8!QVr5d(IYU4t`R6~MB&Z;IJYtn?&mYUpS;Wc4{-|dPGezz+J$30L2 z?wWW=3gwdKjEzPb}2DD91QF`R3u+? zJaBNHWf&%V{*cdHUE8&X0-P_-W^SAFZE4e;jYuR%gEFp=USiyKV{0mhLXAd4q2YNm za5d*ORBQoZLYnf#;q?v+hzG!Hn<6wP;JgrytDi2Yy?Jd?B-Sm5p|rK;{S=Q-0h}E~ z9d|a!KQn@X_4@_# zUcK#N;%RD>gz9dFC|Ch#%kVT$id4;zS*e=w0hKk|aGSLn)A6E>KVu1GW?ft@3{I{5 zqaCSDTQI6#2inj1^=Vh?S92t)D)fjD#U&N@Z`sN}wyp@}+!&2HLM^mH{y>>aPU|>7 z=CN5yoWylxM!MF6%GJ?DN5vNtz&gscmR@16lRw)<^fJ?lZsos*=G#s9r?XC#gS6P| zE+*>2u&_t%?+94qJwT5-Kn#Qbn|~)FFLQZOxLKLRsj}+VRY6SSsuXO_8Nc}LaiFg zE_R=ixpzNi)+5RqkMd8D@cX0^(ph|dMA5s#-=MSJFx8o;etZ)5&fa28Ld@o@>elt6 z3Ray`mj~b;C4d~eZNa;sJbonT7NP7T_o}ijG_I=DGT5IinAK08&{?-kNz-j z0OdiuCY~;=yON^l0Dh*vF8}l(Kx?rARmU>glae{|d!kbdU{PR+h1HXtvXY*(7nVnC zr`AlLXxYrQjp<59^d)M~OJp1Wyep__XDy-JS+{F;?>;G@Vg9%}2h56^tJb%)isvCN zH?gy>jV-9yn4W^vGAdjvJCsJd6}56FZOVm2#@79v)%5)&lPXr3f}qZ1TX!qH`V5H( zWR}Bvd9qSgJ&rxz9BXK+f|crsTB}aG+6`o#O6)?#9S*Bu5!oZn2ARual=Jmsv3gxq z3RT*PEUyl#<;mM={kAjrZJhk!w6^1{>{p0k_(x&cLx`KMeu{Xn_md}F4(lDxkqQYcgM-x{X| zn(9@D=h(q+zUNh?0H$pg|F~67Ui!w>{wOeKd~UgUH~$#ja9r^Q3o2Se>SxRh9fU29 zX_{z@BuC7wEsdXsA$PAn*yn`)7wmd11i|E+koc!dm(-uA?`pgY#fwuXb;R9kpZ>LP?*WZ|N}qdS|1s40W)($=GihO4G*>5_gG>6W9 zQ(WxK+3$YS$shO`rxHDf=*d5a$UM%e{P+veQK#rz_Ps=6gB^Y7hNgQ>?@KY7sa7Xwy#R| zG>W`O8vJUCbQ2*Q%-{7qKrfMOceS+nP1-d#3nes+4srw6Kp5QO&zRr-*q3ms1B4^Y zmcRefz_>}T#ePpj_~jSbK9?Skq)k@?B79!I$ce5VWzZi|FKd_M{MTO0yTr{4P9P#7 zU(KtVGeErOzxLvkHYGr)y7KqDwZVZbmaCNuyL(BO3TlNC9Zef=NB)KDz-JueA2Mi% z)|CW{N|D+-7j*@JoT36!hx!IujI_Z-D#56Mlx~qGp zG#c4s&)7a)C}d=;Fa~Ev2!VAb`i*St1YVXyd{_MLWvzJC=w?|)%ZvBoFasVFCFpVo z;sggAm>4A%HzrX)0TCRKg8-2zW&k;su>xZdi3oA9dVwI8+$r(&#V*8EV(*PRdE&G5 z-kHL?c;Jh2Ari=(ft&7>qMMGpH2Ukbv@qN-GPc)`u@=2hJPWf1pUx;Va3(R=NRhWl zi8rtY#IWR6N^y!pu3VywQ&UGf%c#pT>avWXTe-N1N{SdJEg!*=T2&$!;*K?xSYnN% z&`Om&ng-2r{aXDSKod8MlN$~?#Gb4u4y#kOoQ;!y-~#asA8K@>@v3e%!a6@)%U1;| z>&Ah-iX&?{Rm;*dNjL-T<-XkVmzqU4g3+^(Bdxlb2o_sD$n6)l;i@~?gG>)Ma(B}B zOZ&Rfo1!ueYUxA|(i*{=VciP2i#!fVanSob#?T-aUtAv2gl1}1&*vc-i)>>6&sToH7}wY7_G z(l0*$2e>g#|N2Va{iy+H-UdiEAw3UQKhXUHemRL5}bj#S(by&72W<@Uf`#*`XX^yAPa5xmVx-rwQR!8Es3K1&Za$NE*Fuhv+)LPXf z-=8U09b*kcUQ)r#5T@ULhQe&vu*x0!)W_7kxS0i+R(%->sA=TsyR}qcu}+BHe^($c z@nlqjrO~QT{)!4yuUNN^N3fQgGIHQll)Jsfdru_TbA;{`jA8|z(oH2fcP1qUd(Mmm zr|NE|{jx!cYwUPuBt2Ch0q6?2t*T_n+5nXb@+}XVgFcqQm&M&b^D#K3D~SYrumS`^ z)X39!`8ohoHu3HkJcbzLd` z^eRC?MADgpr)mD;2KM+SwifTG>I7z;Ia6#a;#|zZYS`Rk>sIU^SZN1=M79QW zjE&R(R#pHjWGSD9E{)FzSe>(rjL$PLKJWFW%{|`ee5k|d4CmJ#F*<80g9e#TB(vxRZK9hVd|OH#R!dvFo4(1H&LlmF;3t@B!2wB zOX&tKP2bDcyO9>5r{=mF7CBUd(xJ*(5ys-uof-&y0gvsJL5@Ii$j4- z`oYWjDB&=_fwTF=9i>el8umr;1wkAv!|JR_?;90S72(JQ0MK0Q6aoK{JaWrMi5cGD z|6Y>?wvt77NV3FJI!a-RQbaVSP?ZF`*gSpj8Y)?4?6)^(+`kzcjLCSo35pW@=?1U! z5mR=unrXBIC(0@DFO zN?MGnUydcuf0=0O|JnV6I~-Pv3Ge zSW;hZO?qa1vIHn2&eKUpjIYLky1&=-2u;70m?s4jHw?jp1v}dtgVqY_s{p1j)~e$3 zK-RD;?#q_%Xa#n~=taA-3rEkYJ4Rpk`pI2W(+4N?Yg>I76~rJ#`6{Kd3vAz=*^1He zJMD^gvfsR8bfWk&en++fSjk|$poC!lTJith=Yrd8klV(NtnSQCxB?IryEFH0fi8v& z!9nlLSXLt(3bw3@t$A6O2r<@O>46u)5!fr>D~->oHH3JF$x}trziC(8k*ye2zsRP% zz+Nz_-!QLq*YoHb!(Ywvv;vZ#(X0;xkIB=wyinw5Jf=-|VA>9xdAvgfNO!6L!Jn6r zIX)3;yu^};pH*(8wnMvoN2XDc3o0yJ@8VWO&bml|!LTmT%M>nshZp(rRg0L$9a)rL zp%lpIUxqmo-hg>`F=-Y-rV*MlPVZ=Gnfg#Vn^i?oM!-dZ)kIt{AdImlHp=aV_qnrb zN2bL{5xE!&GF)frltnZ4wPS}0km~q6RA-!#jfpTbZR;e^5gcbk(0vx5n6ayF&lqO6 z6_H)~Hh?&TjZI)n16SSQ)Mmid1QzP){yrRjT+HIM3XAlq%1T1|$8TL!y{dMZA9518=7(Rch>osc_*Iaa!%xc$T@1e( zhF@SA1kHbX(>Dh9W!*b6pkAuBwy2+8AU)f&G3La1v*y9`QQ47Imbk-feO@3vyOP@g zBj5@s&b|!C@uhloi!Ptq7|8O+UTuRNsCrH2sH_6f){5PT-j znWG44z;;xPuM>tdd}1gZ>Jw zCs{-Zi>+3>Q}7ILyR}I>HqLzTtT=!~cy2>cTQRrGu{*16bUGoazLo)T6Xyo+l2-}{yu$G9Xx`Qe834;< z0Mwi;^_Vi@-w=-l-!53tF`ilm+TVTw_1Ssh&ejSUTA8+KF^yJpXLe@2i^fNfY)Nay z_^2&CK6)@d01)GGkLREUM@Y}oJ^dVG135h1*zn6-YlV$FMoBbpl*H#AC2?+h%CXQb zVW&3vw~kyO6D& zWryCLL%c*;GqxiOpk5l}u7;iV@BAW&6Saqrw2bYNJx^B=YG1}SvM+9t$$4ElIj@n) z83&a$os)CtIvoE1>u~%%uETM$4hPZ_PrD97zj@KZN~fd62-{JtylA6%N1hZ@g``=@ zlln>~@Qv0e0f7pEknJwqz!FWbSR=V7HZ@^!IjFtI0^Y{BLkbnFJF8460(}sG7gDCe zlSZ0z|&ei=Ei&80TJV+yh^ExIi4q z4f;C4kx(x7x@IIdV4oK3%oABl`FT~KS`GZuWFRrQl;}d%HcH>wgGy&y(;h8AplJ|R z?Ar!p2hRKtoGc#Pun}UGx)22N^8QxCHf8%?*5KqYWKv+&TprSZ)V&! zN7XMAf+U{q0Bku2P=GbLlrFvdC8)x6f`(orO$-2SdjC3Hxk^xeL!``Gn8_eRxqL?7 zUfIbVm4H{sHWog<;qSEbA8*CWvr-=4*M9tfJid>Thzm1;Rbav6Q^}||5p2^rI?6p? zVMmd;Nxf3JR7|HK35#6nU85*S#YX8pFU8)puhkIyY}FcGa&bN?8lVKBq+fm!iUSOf z5jjCRVHrq3V8x((TS@t=m3eyNMG|O;eXs0l5hg|~89_VgI|jrhtMis330xxM577Mp zCr}K1&#||==n#Kc)gg?h(@_y^zc$PHO?PokAnbFbRy7@3Km7|%N9%78bAKB!Itq1 zg-gBa>%795vT)%Ng)>iAIO7W!`oaO#&{?>>x+vUHlS5WCllTTn>hnqDmMoH@N~}Oo zy6sQ-w?7<8aD==}(6)^5{(!6FMsW?IDms3g33))Hs2i7U`9VXPmyh;&B8*TEnt?&n zyR5D_$Iq(@dglU|lrtqkwx_l1n$n4N#hytKpeEBh@-FP5jQ@O}_omX5LcbE%&;Sm` zQ+h=GX~6JHwKo`1S{OqE_vbs1xJ#^}U7t6jL%~#lR428(@giL{8y6 z1P&hTr?Y@LZYG28NyK__Q)dI%cVfQFTV5z~gORxY8`pUlQAJ+D9ev+pCGQY&2qcHX zNaU@`bA*Csm6E{eWGLU0BH<0&CCSb5+mz2?KTvCP zO00(1A0fuz&X-l-mxT2X;YVa1qJvEWEO?rX zISs)GQ()HuV%HKlBQnG6$~S|L!RO5YYAvO#;6ek307zYX3TwEPs)$Ky85iQkJe&=o zO?4sptR#%njp2H$!|hgF2ipXL_hLHT=!uO4X4MpikD%>zOQfv6T=4rL_#tcho+-#I zB$`vgFHyEn&A(W?pXjIWCwg8#(b7*E&)81{l(nFr5F=5O9#TaQsrnvLLl22v2umYs zv+N-?F~7$}52;BHsYx6x;znxhAr;?4w5@Cl$9d#uc#`ysDw$Z(FRIvHC&H!0$epY% zvBvd+VMXRYb_^ZaihvqDNWAP8QVefdke~f?V&u-}G>Ba>>*3dhO>#c|>X^;(eippqRFn5Wk%r1LJA-i4iV3DE^tRM4}wC@3fW}Q^? zI4zWs9F{n%S?@4@6)5Q>!679nHpslQB@xn`=O{O2il~S+xjVZ5F&`9h_Xi$pGf4?% zehuMNAXckM?YFv|7M0d(`(fk(200CUP=AOfV^|$+KY44JSaopt!^t_4lQYRPTQZ`# z7h0{fyLtzBLEU9LU<-A>Dw9oRr)}KIl%_~&+|@g5!&P?P+G=1{0R}E|x1gySV1L<( z^i7$YdUm>ri8-~yHnC(B_ucAa;z^1QiyFN}KquQM{n&DWHE$qQr4Pra&ikrhjTNcj z?(~~4um-KUhBu~XSNL$`HHkZ_VXUmCk6u*p2L*PS1YP^UCd6fDHQU9DfaQe3aD&=y zN{x1PvKxg3m0aR$wfp<3)w56061CbTTSckW+SAtRv5s2po>!}w_p`({H@O`n75+Gc|wXj1dn}=HJg6lN#^fljT_ zPygm;#PUqiGt6ov{1CWGear@As7uoSRm0j^28)TYdLr!j9W`1q*i~(ip12qQ?1;4q zHmIr~N~&apDwcM_Eh(mIjhK>a=|A^*lR9d)wOp)=vGjzHc$`ty>T#aWEON*6_N+SQ zj_I-YjM_H{+4-Kc$vx!#1%N`B3U^$i3%}44dsee`K!f&l+VDLSVbO z4Obd&=-U4DL1{j$9{8t`HBcQnXI0xM+K+we_iMJEer+vwHSU-OMVt^<743D`1&NKz z_KN*BO4=)Cdm(3OFxp%hCHxi0WmnphyG_!MKL>bBQ>;blSBHfFm49PkMa1*HQYD}D zj1F^^P70eKTraJyz`?df;^<`wW?^L`RP`a`+>XroZ3&}t=g6l9E};m~0_pBv0M|6`6cfavMAn=kZuF&HASy$NBoQZ!6U!Qn12#UELD!k3TC=2$26lP+vPZ^ z3nl@2{8^4YTA&Sk_4ku;r88r7Bj7^&$BjJ5PS zYVqhuoMyo(A+DJkl}Ipr<~(E$T!C%ESwqgmCk5d!r}Omii{*IM!7!|ZDp-DhQ%j!h zPrv0w+L%ObYg^No&(=gx+DweKmkcZ2xY~LYCm~zMW8kF za6x-2vLT+XEWWLybxx5pd$UdVK@*{ z!BRAEcMXQfSp4dQ`!89{EXpEA7Kk#{JGocaRzF`Orx$BBzvN_m zPSrA}zg?756**PBxS!;NzB>MDiGK;b1HtE1DRcVxqMTsqf*=>d+D(Z@7#+W}18!hk z>~o6BoE}<~6AWt2@EI#8EVKCJqAVy+5`3=}6qGp~S(FpCL(KPDK@68%$rUnv?+dJ0 zq&-#&ejw%6k7Z;nDT1tqtO8!DPeyABKBc#OUW{SxYd-_s2IYSH`B;l-2<&AhLlkY` zz?NJac{+8m4Y1Ov^vwE}k&^J8KE3Fjw53Ae_tsRNXh-=a&?H}|=x&U*sjkv>hNv}4 zeMDkNovzB?{rEc#2m*ykh!{>ko|ev&YJoZr7*{b}J(GZ&(9=2L6c-j$DsZaa8g*!s zAaFnZD}LNlEiB#BRgp`MJwG5mpe6S!d<85~=Dq@E)7pT^$zXNkqyDMTv5gpLtlN zZyL_%6;ra#g6GYzQ(;S-XHeRq(HCW_%R+M3XXtxLAAGL(cS7;+&~3B3D`U+~c9D z&N?AH1bQv~%8R5O(kzr1{H73k$6I-JtGHRcJx6_Y1>UXECGT`--a9o~-9oLC`gf`> ze5a%H->J%XS_YP{&@Qv7yi?V`6B#C;(z>~{Z^mx_X9|xWO`sJb1~X+Fp7;wr#|Cb9 zS6&j)2CK|u*GMp3rORx(nx|hG%tFW@xue{m)HeG`fSu*Z=N4$>CqG?0%m3h1i);pi zd3tgf&M;s)r@FX!n@JNnl&Ak^vzP5EG>2$S@zA%>yXoB_?rWY5+VK`MyfP8CuN>!<-5pnU@yc}A zKH(YqV@&6v4;TRRL@;6=(DM0IFcKX0pC`i+z(d85G6fRu*Z42E`ED&ImjjrS;0r>0 zX`X(#4>Qh$5n$4BlXWP#fq6m_gL>#zcTBc6Buu!m2<{{-Vb+WUH=%AOw1jZp&eM3o zEfv5*Ncke6hQ1wl!I&t1Pr+?_W;hnhPwIU(^g6VILhTs031-2W%;P~8rEj{j9eL4k zo)58a9+`L`mMe^KAuQ(nL*8M!M{DA&DWlMc1gc9!R{$eHD2hBvoXw!%F8gy-6j#n; za=r@-HjMO5S90XDT)}!z_s$+9(ga`?M=3$`PeOPhCKks35#vqFQG2J%TXIp=3v=7~ z1R)m|USYAscVuysnnocoMcMjBx1( ze@PC5p|8!VMEVr9DNJOt#!VV=;m{A)$+?b8yUeiJ?c;`bh0@a|L(hQ5*!^9ai)zuc zwDc^@BSZ6gmh{_J^#|!;>vJzZ#_pxluRW*Ty;R{5y-K=Q?1p^zS|g7BtIF=R4z29Z z_7I55YDIUdz~;pD^D3F~b!T_dzHF-01BJ0C{n~THf?Gace3#OjbepU?7B+MF3ak~& z_-AX9#EVs+roc@m2ZwfFn)eLfk%r2SRO{?WS1r|%0NL|XvvefZ$GXKGNiXb3y68xm zPQUshtJ80MfBnh#rXsk6G3b+FPWEb(eq(hbNZS2tr*yAdr1xz16C6Y9{rm><^!c;1 zpI(D0-+So(oMI}h7jM1*nZHJ;VCHl=hYAi_XnGCe{N!%TrB4>mn&Z{edfv01)FZ)3 ztO=eFfX8a@z?Oi|QzkF+;C}2iBzO-_nh|q5)^@HOa|NZ60|;4x8DN(nGr_l^OL1Ds z*+3Hoj$tndE%wJ}VDZifeXcs}PO8`SlhnKBkAf;GL@tJw3G*Q0G0b&x1Vm`Vy6w4e z_)?rCxUO0Ceu_33WlSqVOnh48zW7`bd&OVaJ&#@JRY)*B@6R78{Yya>$C6HGO*n_^gQM5qaLHy-ulQ+OW~6maL3qwf~NDXBA6U zLq4l7J@*`0Y02vF(_~fs{<1pyG+9+dP1P-L`{5%T1~iETMU*-kG((wj-MRbf9mfj| zXXB3FalDl8w#qH<45gH4yU1tWJZI*WBJ(JBPu_97kWe=6U)x`lYc9^3WQ!;Ki|flx zx`vv*=W3YA$#Yjh;7b{uvy@>`$}o3#PaZD>v5mWHvaAm!k!JHtY3N#Y$6jBsg+)9F zes9e-eePyUys^8Rkznp{nLo=s|2R+xq$fv67&C|QqNSP68VymDy!O^k`hM+|3 zo(cSC44h4Dm$xAgwCc8o>9Y#MZ&UIoy`V(-_cB-(-fO8Xrf-pCI`$6brZ|)vo_?j1 zh^B%~OqCe;IW=N-K2;|`FwZDf%;*~?CMN6%D+htJ-KFEM>ZvwvBEPkO$zcG!jt)}s z_BD#P^SqCBzFp$NR=s??ve1dVWCMrRCi!^ylJ#@FWFjw_d=D>)9>lv|C7P|YOS(gk zex`$P@2>J2w!3?ZZ&H4bFz$SO4F^yLYg8?V?;8BGE`3|S*!|gDst}r6sw;5Ep{1_| zH(_9N0My{b;3@H_F4CgY?9*augH_hnENPBZBrtN;}Ma0uV#YV}^~)uZL#i&{Sra#}fzh3$dR-Es6d zq_06A6z1;uZ+{*iAMhWSAU;Nj{>g`rEB9HIzJ2|oU!?@_I{?1KXR)~VYw^`R5SD^H z(8HmipZe zS|%J&b$pAnJ4VxpOJN(_plzUJ~pLh3v^*BBr@gLJC8}Kbu z3d|iJl$`rPo0`!%A9T;zXLwL8aaX`h71~PsVY=gC41a(7Pd5WM@w(&6{cQU7^$j*x z*iK(toE{MI4@?|aZlt^+E^ZM1*1*l3E#vp`ZKBvVEY1wG2wD*)JP?SDWwAd4DzP-+ zn40eDlI_aA(24+?cR-2wg)d98)ckD%m7N3Wn zM`>j*14S~KIu)C-ZFnFM<>vkPd*H!;1V%q7wV4lyG_xR}vk?1+LMw65D52~Q_5~fC zHB8^VX=CU+t)~R6mdmtynNa=3q%^OJnKvd=IVLS23%%L7N_A`UP24PYc^;d5zCOdy zsVz-!V%n{xlm%VUV4hO>XMZ5P8T)|r4(4sY=xg^`cG3~jQm|X+BqGH7r!y}XyXxJ9 zO&NN(46#0}KwxBZKCVoNXQuX!v?$ zP9m9$xR*jIqk)2pw}${4Q+=|*L%91b4QEm0W}l0Z8j%AMk?<7LJ5ELfFH4qzoSS+pv!Bf%CH9Zo{vW0+a_^Olhym9whlU?b9UarQoc zX3%+iD!C(^I6b@84-vk3DdLI)k4~qIkXEmx#cd*NyZsM8_>X?$415Z$Jt{d}(aQ>c zYR#<^`ADPH>Qyo}$xuMl)%Dm#v2;|Y4ReyLUjg47eJ5z%LIo;)v^O)ZHs+$OU})QP zE8U?JdMm^k7)=o0mIdxIqF)3Xa=~V#SiRYAi~?ZwX};Y|NAtui5PdY*0bjUUed6oC zL8QJBfz$Gu*|Cw}jP#?+E@tRM`e?6v&SvtyLpPGMXSS^5xUA4c8VkkhfEB5+bOfGY zWZ`!wwzjFMyr_9IkT-L@D=*yG^U#*0F}7CQBzn@G3fW8h%QoR|o=_9s~v z!*#3~+eSH$UL2~sXmj|`8V0bmnhaS1zT7q?xS=Y%QCIJ96XUm1+q`lcxRCGw`U|RS zl_retpuTl&!7S3ajY2;DE+jvDmXRDx&)Gq4>vpr{ZTu~e-wc0~`z2-QdTw*KFf9Rd zAw$ctap|IEZot==*oqrc!}R9Q5F}qHPd3n`Lx4_kHb-P(J>{mv;S@|9JN7+3zssB?3YyrqA(n@7(is zu7%p_4R;*=zFCtkSYW`<3*wd*N$zkA z?(OFV@!MKD@lT%n2ze~D)%RxlUc|a?xb>ZXu;xt9gIC|X;hmrCyXxBi>*1@XQ6foW z?zMWuLoeJt^^HsZ;OcufeD{@axa5of9pp+_+Rh1`rZvMd-93X@A)q` ztw@cS}z>G{n4I-#fKkfS>A=haMn2S*2g9~s-{*{P3^~BHKwC#qzM0~{BZS; zyJ`sNo0yn55(uY^JnUYek(PX-)zhL9h;mu8^Z0a))#=-R7O`-}sRW_%VLJ)#sMs+5(^tyQzmlFAF6u4LLOG%|a0I|Ue2pC1 z)(Ir#J)_u-`TY8Fu$l)jG89lPggd2s3F^5;=+k8re+zlS-R#77u`d(LJWsP5o?32)@-Uiqxqr%|zx*rK1y-?aq-nyuqDSX^3m$89nOYUbT2N|tCEbVdsw{hu!zqG%7 z39SbFR_JT^&o9CJKJnepc@!xF*o$CYyw|GWZk;~*v;Mp|)hcUV`Ah6yiv4T7+xxo5 zlzX04?kGMSLbiK;TK2KL+wV@ELPvGA^ z3FBR6NY1+^Pygj=8@0S-Y9ub4%3}6^uQ5^HjEXqgt_aCUBwy317NV6I46l>p9!xvE zsyKS>yVM8H;#JZw0>^iE4^H`e{_3c5UFnIn*i_upLlE9mhp@YQGPA(V5_%rO2;{Nw z81>}t?kbP0Dhp&+w2uN_2QJFpj3<6#ut7y`a)*U<+$Ww5c)aN9NQ{T{3Y&b&pu-4E z;qchO?i`8mHx(h>oZ9YXSwg{Nt1%vlPqM?$sk{}WZ+xEEBYifZm+TRwot!bfk!jzh z^7rVazOsxzLeHt~dHNlMUG2I=q9(l78eS-UEE51ox(6{G`!1nj;dei)-12l{mDJ?E zOQaqn0n+ThBv0?STprRsRt=f~7=5Ev!M;mJ|KJb5w(rh8pLo|N)Sb9;;L_12KKc7c z{_KDJlNze`1o_-|e)RdaWb{GDClJC8}3`shLQ7}C^_ic_ zrC8+;MfvCI9aYT2OPR56h~({ki|xBKhdfb{GHDm*Tu+r^&IaFiaZpXutFWVfrqT7K z^P}ro9$ov)`O$TLbjj%Ya(i^$_0996>sc6GpVsB*I{2}p|G}f{-fx~CUH^fj>z~h$ zu4j34{Z;q*(RF@w$>{p3X^*bm51$`hKm6#Lsg|Q_=G*__qYG_%esuk)M%QD{FuMMw zy>=aZ*NXiV$zLq}s=+bmn%pYBPsnHc$onBrJuDx%1_&<1XJ@l^g zgX>2)xTdQzxDKu?qJF5-OaT+!!Kqtxt-~wi?+kDjhgWbMrhnQHlt;x)RSQH;d3*4T zx8IN3r>pJzOPh4KjjyAJ%@N#q(Ke`$aF(!MS!ltT{ty7KhR*CppF%G9avyC`>``r(QqHTUFzjmj9h zCkA9F(}(Qiu_Jf)B|>&t#B^Z_@}E%UW| zXyzn-neCMx81N%+z=r9)Yh*s%*M)UEf*PEkQElY*vPgc$jNF{%1D6&3b73v3VRLLn zM{VzK*LFCWS-aU*he2;=yj7z3%zb{z7Ec&eV=&vd-J-@*+pKrcXoQ+rXG4&ylxZt z@FcSB@Vd>}|G#_PCJ#Tnq}OfEc6i;sSnxu5oZEPTRAZPS*cOGaA`678B1CwMu>o0Q z9|qRnLFi3+_RnDxCq?Y94Y!Jr6x05l+64F+q_qk{dVdqtO9enI9J0o9(tebY1d1$p z5ZchK&>i{gcl^zo7(bQXS(Pvk(jDv7>Kfr2NzoWiyKjHyJIejbXTAe`lira<{q7={ z+Nj@#>ET~)0wJKRS*t=}0!G|tH4(m@Py$I_A*eaz7=-JYl}l}ayM>;3-pv)hVdo8h z|Jm;-SCtz8(wqP5QT!UquapqcFV-7`b9}uZ??AMy*QzyEyDz9trFRj?Dd@?q(33Nb z75;PJu+ooqN!URjCH4X~2mo~Q$k5j#wwG-xPEw_t^rHmhrKDE3fl#{uorhiw`W9*B zjZNjgjfuf6))!6L^TR z2HA90;lJW~AP=X^hDtw>xgvfFl5f65><b;fAG|N7^FChg1+cegW?>?NNJa*rgM49fTzBLw6^ zKdIbLQ-Go)!a%v!HTd&5#^AfT&P&I6snU7rkisQA4RIeuNh>%asPxb>0oH!K!VXBGg7mNY3c%)?{P{|e z|H7Bv;XiNziPGLWft#}I0F%ngdpp4Jl?~HF}?FIXO5v(08S1H zX+~~BUrV6wP;QOLo2dk)sW1o~vU&xub6%tKn)H~KA^dQu`PCHjE6QmKZhj0u&MU$X zr9G!*@=(Rp#w)KC%xJw7Kr4d@AyL)^fjrwK>K)YWIZ{-3P-zOgJC zd(h3O?QY+FQSKf}|9ht0r`2_cRU;{0rdI`1kKaD3Y?tkR!>CHX`&?UJ6~y>Qjb6R$ z_AGVSc085k-H+d%gM0nz9q-AycHP(F#kW0vdrOaM+x3QQ*{J@_tjDHzWZlK z^Jy;a%RREe9xD?Ij68Y8Hu zf+yQ_v_4@g@3CEPu*=eSc430>_ctK2boGw+w3d%*1W?-4F5ku8Cwm1>FNjkMq%hs1 z_19+IwrkgYzEtUG{k5&scH5pi08|&1Lm|F#fW_a(S>fFYT81(Q0?7muec(pg9Q1Sng_#JMxKR zFl64hW{IdIoSf@CarSneuz3ib?e92Irl1OA;`Yh=7!RHYyV}VZrH}nR_mIM4DM~5V zFN+i<{ls)R6J&@)EtHnT=$N*Mcc%UFd$V4a_s5=W)*Chs_R8NAy)yp@r$3L*2YYjB zamF-YW(`}-;xRX;e%+J$$E3XnWqSprw@nwKPCI0oDqwsIB!CMcj;)$)qJ*R#!uJqK zVlb(K(;ejP@I74TcWnsw^6dW5Z;Ne1be&?nA>}|x9!^H^x{t1_OSoP&al8KKBYqQB zm5{9}8I*+hAC(igrQoQ+XnZ)W5PAwWSWF2qgeQ~~nI$O-P)ERDoy<$vmE^*$qPCC} zwkc7648IS-IzS9C9nvS}l33953j-S#>JKIAeG)?>I`_Oj}(5!#*&yRIlp%3(UD>TeNJ>CS3 zkwq4lh<&#(K_Bd0Xo5c6yMzh)fgblc47vU#hMX@LZMS<1!}GDi@Eo@d&nK6Q;rT#M z+weTqJKykps_uJxmmkJ3JR@CS?uTkQe9`MA0HS?uwm+9rbeNjjCg!r3$L5=uAL#MJ z>tL@pF-yv%sJD5~kfIz5p8m1Cv%{Rc?=sAI-%Lz8u7ATb;CYJ4l?5eXhZMGuP9_wQ z=9%9e*10f>#d-SJMK~9&R);+sK`>~J=%uE@V72gmSR)7?4s zEOQ-E`t7MF>X>>$y9{*x<a5-OZ}BFedloO!vKXS8tGvu3rbP;oN+$j_DPqDp^RF4%s=TJJs(G*3kawwiE{;57Im3<3sNm}?LWjfhJsUna8WF(D z_yn0fBg~quE{Mk1W##PY7mqI61a(VjBM4;_vnQ`ZeZ`Y!Kq#XNRzt>5heA~nlX{|D zIl!xKQ<*!vi@6hA@$Fg@+26dJJOg)x%#w($XXn?@#z^0eFymu^gc*}$GH@sO^|*Z1 zXH<~3mSdU5<@8^NZD5z5NrH)xzYXy>;ia^B`t@P#4c2F38z@7`<(BDCstudF`zc#> zv>iW;xNmH(I<6ezl_xr`%rWYCqJxk!a8pdxNm5BR&m+Nz*%Qd;W5GzU&woAT738tLGTFlKehPn@)U2Xo_Kq0J8 zvpcC`%TdgOy3iPVK+9$f1f}2;L^Nrq#@GR7(8mnGImKO`#8%I@hRTGP?p+N| zyH6n0U|&bn@A1E6)Ni7aH&jg|)Bc1WD=ai^n*%*NV_hLAOCoQ#0_Se}zkilinT-;c zOQRW#NB(;6MjMPNMQq~Wj+%l?J@y~9V? z-z82r5QCp)kS^?LAkb^6z!MC!>cloU#MK-Mr^*d%&ol5emu@yq+0l_;u&BwHY{ob@ z4~}?#&w?A3&sD=_!#vvzDoGm^gftUgPs@UWPXy*vnmH&`#yhu5!Efeyf~5g}6%9o< zF~-&N%>LmD)-AJ>%3@WKHCN)4!N8G)QddzCyi8w)>hzBJ%Bqm5NMlOoL1BP&K@bx^ z{Kk_iebbtxvw{rX{-zP*gJU%|tYr-tDnOOt(lP-gw zGKAac-Wc=xH=&QG&Wh`c$}k{h2=TdBvW+C3I@(&6!LSTj&=1XxjUY*{p&+gg2C@EJ zvWR^?o_d;Vf2HG{!mapc8;cgpJ_xIKX12-oq-Es&Y{ZUeYanf){DxCotZ6DLS%$ul zzNWDe9v^LO7fVj6S#dp~f5P}03p)zH zRujQ5DL|!NfLIC;_e{!Q4Or>ruTfTPy>sFG%&b{485I+)LOM=e%ir~ zv}>GhEnh@bI!<31Y60pB0Vwezq5kQz6|k@Kwc#`AyqL85Aj+P%dWG10xo6zFs0dUZ zZ#^eiZ@WahPZ$%sNXFY{l_Xd<8KE4B3Tb{lo!fF zD#sz?73sg%`KYYIhvcpLbCk1%C94;l_LZ@Dbe4T$)9IB%8$S=YL#Rj+9aM$NLo8EG zr%H*q0kJ^ELi$AIFyx*7;m;MPnu=xLC$0_F5(Ro+@gg*9k7k+4}TMuazIR@ka7rloC_W{Ub*Q zWB>}{9n0NKx9vs)#n*l$Fy&n(O? z8r|nTkA3**R+>i&$ji-pckTHn0#Ib==k;v zIB0iXxU+Q`2vYcpo;AgHk~q&Uao0o3VJv-D^SAkNpg#DDW_;=X&gE<^ts%etFFh|-9hN=f> zYgI!=4+c?dBq)6YwuworDdea(v!7L01vj-Wv(?pVd%0LO+UpS3o7PXsdbCU1i#iu1 z5F1w3D$L+NMGb~n*4tP{*=6@-$&ReDsL3vqMvlbIBiu_dRI%%}g2r3w4mNVV=u4Gc z(sgJw*2ROju%R;|Qd$uzybjONMYm-MXK%9B!Ctgu4E0n8ixQikY&uASOV@9QRPxXm zwB*?CyszQ8af*5Sro;`7wJP=kbcG98))lDe6<8hCDr>u*7o^!r`yBfmyYf~2t>?(1 z1YWH!oF}?$pVtBDSaO|d^$I5@+R9DeUo2=!R?ETitd4mG)V^i2D7ITHVnOH^@Xw`x z4=JGMyeOFHphGWk>1)+HaI|=xd9l6+KlcusyYY89ner4UiJsaA?LwLRooDyXJ2S_ddExg zFj@_;luvmo+9LONdj@w~C?CZ1bPbw8@~~5G8e0`=#We;^V;SZJ;!LS%6s`)=(FaaW zJ@m)#f9u=+Mcs)DeWSbXee*v*`k}emU%GR0RQ;lGhV82&+kI6}A-11i_ZMFe@auu% z>#+*H9;^7T$NBYm@%3m$yh7t7YLkt!07K$Lv@_c&I*iwW7_V)R9_!gCIn7q&5H*Xe z%M*Rzy2lEpRyAl&_(UfvARY?@ymFF7I$7D=46VA{JW;U*|NcrdpjZELCcwWp0;18G zfRtqmvNemdUGlEZY|Z=xg{7r4TfI2jCGYCYR(B@2u}RpB8Z>jL(dC;cTTsa&w|vvB zL`T_ZbJHxWH^DVL=}Yn?E6JDS6iafd0>p~C+??ivPFH@V84_f2ITPUD8>M2~34+Gr zY=gzwE_qjHw!!=aMRRm!YZhm_+`De>g5nGP%4y5t*+vtB{e}zf2%l)9N6YEUSZNzsQYYfv*b3CY+xUtbr7tAK>Od z=i6X=-*zh{@(yZ9eTSGn`y_F%Bu*`D`VH~g#v-K%o6uAwBzs`ju4lTeN_lBxLzx=a zWFr39fVror&85<8f|dneS>83%z9s|Is!HX%u(Sn>LhWdZ{~f#~t+o69Ev}!h}&rLb#kzeJepwr-1;q;bE;_ds-&snkgb8gsn{yhd}RFRfstg}QIey$ z`6J`k_`CIjyUqN&b$Pe(T_F|&edtG$z#!&dC)%bM+JglsT$MUMMJ$84BI_OjVi(=H z&vuX6UH7#@+kGEg2c#9Rh`A;ZWH8;yS4eckpbgxUl;0sO@*_QX)=sQ$?Z*VkqC3^O z?%X)PgaIv=x61_d8nhyfX05sn{k0_P!noiAZkGqVM&4v6T^g-M8!)5Al`PHem(nLy zo;9;}-$~%C#Vq?s4~=fVwS|mTWUI-gYAJLd+UQ!bvTkk$!Wq|YS%WpbCdq1&41&9O zsfw)?y+|`~9cknp1)Z@&;$LS>==aY3jPA_;I&ZO)w4RKZ{{s6`( zHK$~qi2Jj!ZOdX)P(^5`qox6ys6wOysLC}=qoG*R*e*9ngS0QF7la|BhrH(yrYMbek@zn)+s|pXY4sk6w=MW6F&ITy<~k+ zt}0waEZ%l0*Uc0Ffg;6g4>dFC)&XW7}x)1!fBc_~;s52e?nH z5XiGGvv=JqZiIq#hy>6f3S6SB!7)G&0T-;M#1_+A1B@CviWEaoa7KhX2y<(U3G^+b z`H#?Fx#TTraO<@|$Dqfui1vZ%u;>0=sf7JL@z&xBq~KylH>_WG@L;vbq>NC#}0RQ>( z#ADA2y+me!K9taRImNvF>hpAC|2gB{pJ_~e;ry8T5sj($o*z>`p<`Eu;NJFWBd1DmX3U@Siz;0MAJJ(v|FnUc{Faq%iR^}LIBaiYWg z&BGTbqD(tPsuwTl0E#kWKt^5L@2X>66%~fsAcj-9$p~-v@yo1E-|%vInaRjMa;o@n zPlOO&Dd0qur{8c=4oT^syFbjdYnIP-mCmOI2(AqTX6haY3(0K-!T3z4?_X(ky4%0q zfzUtpP?)C&nm+rZm`d(sjI)3TgS@57SENcVetb3J%U;%xDAf?{sMFK^R;QDEH!b<@ z3ySB@zrd#-4lp%5@*-=}-@#ytFg*ciLs-0|LrL+*`S0noXPhc_V0!2d`zc+H6$NyONP7VAK&vVH$ZW z67D;qH49ok&h0}In14ov>P!;CgRjr1Fg=rmRx~At@-q#!;6F*ZDtP0cuRdtp z`zkwt=g_Owukev>LNi_fsDV*EiYei&+L8X#YC6e5zi^vNcaSk-Rgl`ssz6O59+%(y z@I9V{Byt2gG*U#6pDo(t84Hm;m##8Fg$XL2?Nc5yp?A38wmgeh13=B6xit3|Z^s$AL)q5oHSSAXzSgG}i&2^*fUjjQtFM~doNHEKo} zED#NwRHy`wajo8^p+%gf59%hA zV_#CvrhoRc1p0*Ox1Y<5(uW2TW=D|oYW2%b?-2Y-WhF7csujAvRu%nd&>T0eZ#$?F zKtHuwoz(!`f$9OFlIcHPf;|p{XBb@~@mdTh6sit#qzSBq;2Ho&(z&Y>$(nCZKuP4H z?Z7qe%n?n7&0b@>>vh(GChFJ5cILL4gHCCCjvc4onFCBhQXGbhZpf&|s)cl;+MiXn z34P^%@sQ`JRUrw^M}ii#qYnnuN;7%-<^d$T0Rrl))w(Ql!6s~vHr)!gG;ltMOf}-| z$ly^E;toA%*0dV{+?XhfNB+idn=QVc22PLxT;2z`0_|dM&zf zv|!E($~o&`G^(Rfm9$dMIIS8xSF4Nd+3F@E$(Gh~@c-RNEbS~i|G^;l-AE>2>9pk~ z{|Yh;_zJtg$7mTi`fFpuW-^ihoC*BZFV;6ArhBdW6{~F5TJ=h+Z1-CA%U0R?T6F_r zan2;c7TNc2K!^`e$jU}*)jF#X2DnCoX|A#g5rByNnG16nmgP&!yfBS@*S%+X%ylP^a`$KZm(|kLe^t!6?FsX$H@kX0S}Na;Y?e#Ei(Y!y-$Zib~&or47<=TZTUYKCXqbWhi&b zo!<9|O3!3+Tl$fKi;H*MET@F|?)_yF&pay!dxO82Ay8p@qciv}MYI(-Aaly4DayYBE3EAaZ zb)QhYVs&dZNq5;w--Gsqna%^=aX z5sQy7^v>c(D1J1r9q!4%%?hrtMLDY^k;8+uf=S%&51#ORj=XqhAVlnH&^%x~Bh~}x zi2DrVeh?!f`~tn0lRJqT`T!0VfUXcV474J4LPkM(h%hRKXD``d;%-D>a=|)aWG&ur zWHs7nJQK>2w*)1)nQ>}|{F!bOV;K&aJX5RHs*RziY>M54-s+S!{pf@O74MbvkzT7- zS(X0INRs%d3?Pdq51uHA9)Ook-c;3LL5xq(vV;bOSdUYQ-iYPT%BL zgiw|c$Ap_kf;AG=b(KJ%hhz&Gf!E(D9tB7k14##UG2+6~y*)fGWmQMo%&Mzx=0cL5 zu}&v|Hghisy!l4ie6Gw`7E%!*V#z&l_z{)9ZG_uLi+$S8+-d=2N5V41fGa#yvkd8J zIo{#K!tmnt{`1h8B)CDMZ*fqON=ZN6Bdl9w<&DR(N>f6WR%Y7iZ4wj)h7?b?h*Ds` z9APf=vCKov)P=V)WVa&k8p43m5rb?)SCfz|2~*x6XV4Q15@8E=Lz(Et&XRs~Fp*E0 zyeNN5KiwmdZIN$WPx9HjEaZGKh(#E2ZQK+3cJ-lN1E4w!L70SaC0E;&72Rl4R(ZA1 z-B)g9wSw+3{qltpiWCep=4{X5N2tgVjs{TV2;GrO0o9kkuaa25n{4R*{!%EOgi?0K zi!nps`SB^F#tD0mmRGvtVyn|L>lc<-Y!V<5m!URcz$f1M8Z2G;RcI}1BtpWz>at5@|ZI#o#ab|0O z-U@8@ebzX$bI=@nY8k=LEr@g<+W`C(}yg!kr*kj>lYhTl(b%?8-IQ zo44vN=h|1YNElG|g(y+?4H7SBgW;N<|LKmcTG8&)&G*fh! zCRmJCI%)t^2F<{rQIV5CqY0$J{`&LFq%&#hNJfI9=krjq2PlV7Ej(tGxnk7*_K4YO zE7mvu9IR3<1 zl=&W?j}OzZ*Cax!Xvu2t2D8x|d7|RQ{Z%795}fHXvjhpFATvQ!bp<|7d)b-e7KyG&q)^1 zS*W00q66WFJCA`@;Y6V^d26=B`#P6Wl;Qw9&=U`S5?T5~M8K4V` z$%1zcWa;9f962qoHfgw2rTbri!q5Urn#(C8ak}?o9XtI9#B%m(iP7GVOCKK|HuodV zCx(a39>djd8tOy)G(S(_^IjvHK~~-=Xk17orf<1eoCXF7%{wYHSMl>GJZ^^ENe=oBEwEgAc;Z{?3=Z%tT22BjIppN4$k#$GRTd zcd{JGq%OlE&gv3Aj?g-qN+pz)99=nB|3dOZh}p5^SXgOm&RmBrsJln!K)AhsiURXI_vRLNH=UdTfi%hUQXZkO+Uu5fhd^xaOT=yd|gz!bV03oB00 z?tz)dRr+L~e~lnL@Ji`@m}id6Jg%%s?|p94ao~BkLta;TMo(-cc>ttvkk16G!OVvr zSLtV8lo13_Y)b;!fEgE#WyZ?{4HlE6WPAm(k+zJq_Zob{~8*hOM#BbyL8^cd(GE5)xlV-M3-t!F+36HF6X5Ik&5dR#t2ye<%q?n z44QSrX5B^`Y$Q38S5pep-}%L4qcw6dVl~M{sl4?J{fCsG@}D+f(ei1E(bO$|KfXT& z0B{s2zrD8&CizbZwrI0`6D#wd3mkJEMe-klBKeDoNyM--Q<_=>lG(#mRV#Usgow2U z1)n?%gosrOleB3Qu^JMw8W6DtLc}UEbUeEU+wc>KSWPDpt67SO)p#OSBSfr5)=kj- zXMt;210q&T5;9w_&kFnKmR7*S3W!)?!l~t)m0=;WhD59(Ieb9G3KpNNPC_Q^7z(qk z4M%sEM69fhm0Vt1xVILLi%>~JcDQBUX1 z$VcA1&|?dvqXZB-WJd`^j}04nT*IHLjUayn?L|L7%X)rlM2ZmTfX z)XVzTQr~x(yxkgM`-CvB5``|Eb)CNcX9Ncq*ov2si*XS@Pr!?Qex*6T(){OMY3};O zqgZJkfA&_IcLuu3h?A1n5z^porJ4W}hbh#qW@sPy>kF+;XMd)ke*{|NdSNPkg$*}1 zy>HNXV9Z(-dUDf^O;43pd%6z|N8y!iS)}$0UN5v*10%uB8*L<~NI6OuN6WA{Z-(t+`)cvD z->luCc@=xen&3%b^IPW9HtE?i-@X%ct>4@t<*3&MHIjYEeCc5X^V(KS9MI3^4Zf{z zfebo7ZSQD*vtCTbArQvl##@_W#*nmFCOi8|B0TC1!WJep7vly7T;Sc(Vr-#NGi{qK z1Dmqa2l4PVe3a1lt%D@&pjl5ykR^h*gX%3990@o;*2(0wo|uS@Hr{wEjYM%#Fi{GQ z2m@Fr!jcuAPdD=EBWxR{pnJ5q5%0#|co;0vO0`vu(j92)|j%z+nSn5bdT!!LpbZ z-d8afjho->#4pJpyl1o!&up}6V)%;1FIQ{T#V@A`77A9YA&6&g^MX*lQg;D;gBZYx zY`tYVg;h4Z)+e>1j2f&~C!(y2S>W=l7ZN2nxTQVV>uA)H54(k;Q~LW=dHS{%&@tP6 zOyRdauWZy06t#TT{g{_wEVlJSL%dgJU~Q}XN;=z#sI>wpz5flyT^yiRt2utWAXsl3;d;BG75to16Ia^{ zP*(&>-8g7^llT2z>(a!=>!0p~EhRF=!_pKo^JW?S&9@RW{hpEc^mlXR(jiIGQiX~ic2OvK(KOcLkz2vSnh5>v!&tQ{Q_F^6bvcSfhy~`lY z(|-uqe>nV$Ym}56^ncfn(Tnc^Mz)^3KQVRjJWiQX2+|ACxm^>7)Fz?B4+WxlNYVQ} zXyT6Vz*riZ3J<9y9aLB+-^n17;ZszzG3K zWh!Va86G9FV**q1EbfTQsEI0Mp$SQvcP#>Oh}hXK&_GK6HFC~%?x;Vw;^^vr8!t%T z7Ipt>Oy`qWsUOsb78ui@c~#afdb`ZUOPsst+yHT_CSr#(@B6Cy|JZx`C@Ze(Ua-!o z?_2ky`u1(Qp&K|=YM~1P3EQZ_NRBzkAQ8zUP3%83d72r`EU)#ns#&uHuSZXR$fg~) zN6jBVm2kBN=*kd1AmkQh58?%3q5b^_AqxA&>K zb^8M$2{}>%TI#yDZq@nR=WGA={_S`-M>=$;Bi0XIrL4~^nDv~D zDb4{b`Ovu3&QAQ%TN$@1M=-5A^U8+>`9NtY$l+CQ!^1D5B5c32J&y>vofwJ3facU6ai_muU2r4H}Kxu8V9OR?}Y+AIEp4ZLrs zNN>XM@A`@?Zhf-F9Fb1f(l)@`_yX9CS@TkWb`nr{1V;*%ljrLG6Y!18sP#96TaOC7VW{vbLubtB-;@29)pijP|nh z!7~nQsB8SS8yGN2U>qfkscoLTU=3C|1FMsPb=eFe3dtyQ0V}?AreB}-QIQEH`lDq= zHjHN_$%Tm)N}pkfC18&;Y(-!4L`>>X6SZA%K_~%YtWFGcr7Bw}sGH3fbChLxY` zZG^X)f?}vf*7dYUJ}P<7e8KFEr%eRq<1m{!WG`R~{^EY-NjsqqIAqgSpEgtgT7I$= zTh)e&jfD;;e^PStCy?wu!fvMpdt#n|7fAf)E#<^Np^(x01OmC6FZ%_-y%LJnCfOnp za$heh3@b^CLdM!K{ou;J3%kB^Xezrc&x(Y2>d%OThixj@DS_1p<@Upgq;0)xgwnO! z@?IVp=z=t)$BPH`MKo{Qii)P4vAJn4*xa4^}_i*&-ymb%Tw8vUw&DcblZkZ;8)vawB&!;FQWOW+g{URv^W^mX#(qeHy_rjVB&wotpOdJ#M(0F-pppxo~YeVjd;Lv<3 zc5JjtDU?a#9X2AQ-WW$E!0v zEhXb|G8f!Up&amO(wRd&;uSWG0rb)i!k6mvjijEq>SJ~K=J7bx`1JdRAEM$ltkO_KxY%%T~w%MY17xJ((w`2Z?oV2qu zXU?Z88begQN16_hBXYmT-M`OV51Z?Z2ZJIvr=f{qD!fmcg^w&b&`cF}lT7QzNzxmQ z|7>Z8Ck04U1snf{s*pi_%y!V!%h2@riBxe?)iCa8P!KzuFRFNkOrr^is!{h>VQ9@3 z)bv17ACW@v}xdiqw)RIf=hgn2pi3Y$hr%gx{e&8|L(ba+Q{R2t$G?i_Y9 zJ&v%7Zd*R>Ugoe-MrA_Cr#f6F9cm`D+?3>YauvH=A9wKnlv6a%l%)0vwKvA5 zSEbGf!8mCU}fFRS1&^@ns z*Ij9!aMs&r9Jz~5ylKD!1hlDs;iB8ex|NSW&GXisTe$~Q7mEHiF_ZfDnI*btV2Rxo|EKFO< z*(}!EhrFmWqLsKsj*Ip7QP0fcEuPcztWccz*Q#bd7Yoeh!p!Ezl&dtC=V7(D)=vDR zHUkXtkJ?nQ@(r@O^NkMcjR)5ayw-5tzBdG1_u%$S4~)jAt8YNKZeSK%hws59I$K+2 zv4iuB0q|ZGU^j!fy#rU%H00W#xi)D2g%6rje|l}uq_%Fo)`Mp68)DFG-=68#X#Dv% z;-G2G8Z@o>2hG(m4cY%^&se&3HBCeQ(G!(C5HGZDKr&KN5>EUP?Bldk%(;Q^rgN5Q3u zJ!yPN77he>PZ6e(ha+9h)+24U9vMzt*2S$;wt;_g%L$62=Ek4dyd{sfc_#outFVl30nQ+H4qRnW_Nteh_;y+qmBh6zwQ&xO&B?bOuGOXOlZ8m2NQKX?U^now^ zrKML>3G|_-|I*S=f9Wr+_}~rjvoiYK)i@>uNkF!s87q3UFlCAV5Zs$Irg!Wlwlh6A zwll%W@r;v!wJfJ5gC@DCzofvRsJ0(}X7jwi#D8^55&~NUi4FQyk4q4>kd_Y$Vf$e{ zjj3)&mR3NVQUU3m%-K`yg35?kV}PO1;0)tG>y2pcBpCpEj9axLQdkkK0Yx}n2LNHOJi_Bpbm8OO2j!qg!{@1dA;LD7#ri$YE#l zD}QOlFRYJPgq20Efs*x9lJWN(M%gQj)eD79^y3R5FBOWd5rl4MDN7cQ0%>|(^6wUj zzu=g{0tYNu(el7+L{{`yQu>Tk8hQ^VJxK+RLP)7P4;{SBk{THwFUA=c=;saeXaDW*Y5tn(|6`A%&4aNox z_1JS?GtM`bG4>2*HGq8&2e!A!8VJQk-6iTSx$ctcF7mn)t)hS{tQAGMQAhMUeX^hT z1=G^B^TPj8N7k!V_Q&vpuo78@g_u~s1fgcGo}Ty%i-0p1(s~@X!1p#Y@fRivGhtsc zk9tfmP6;9enu1Hd;d*}T=P3^MtY_sy&sOF>YcKR{IQLm+p=X1+&$(71GTj*JD z?z8?v&$@G;4HkOVnfq+G(6jd3XDbUmE9X8NE%dCIw~x#v~5a& zii1hX_K|Myxaek@+bfxAZjWRxv&1$?DLV?>hIjVJEDhrC-wu)8MAYCCW?)_pC$Y-C zU+UyoTCnV1FfcislNTZ_SMAJ8-6uci$HHv6h#3tt{=K9d-Q7i1PJqMfl}#*eHQ*<$$vd4j&yBE@Jtp z<46MQIO0ACQ5O%76PgVI6}E^Z(ll+|!FUj1(mdC9oXU+}GEh}s)2d7x5*8M2bxK~J zn)s&S%Brck)xJ}?sz=4D8XsJve4x4fGBv3~&0E?vLhuM+bEv)9m~=x{v^=oj-v()4>U%&~Ko6YqP63P@H0FxM|K#SXyED#1au;l&3h zMV9ufK(EcZepZ(v`wny!C=Or2`py2!j%HllOP{JX~s0aIdCIbVsQ?oH|V7YBK>5QRx#M&Hx@DYlt>|8X&GMe7YHj zRr=J*aE>MSd*3vB&#>`Dv3MrwLEB>xKTXpJ06+(auxytW|c%SMk8~+YMdmpFCY=6r*Kb>qB{*A{6i(UZsO0BP*(Z#zIt492$#J@(lNK8_J8k($TEpeh zG~7lsMC7jJwB+JOAMR?@^22G4Qh&EOZBU{Q^q68Rf}O`iJ2~djrK4R zDA5PvbUb|%Hhe&pZ(-<-oXp+A$=sdgWbU@*eOovt!~tP z{HDWJ^y{x*ca8Y7zwocyQ{yAPSd6}z5@cHnvu)T9pM-IYwZ{6UNCFMwFAKn)WHZ2l z%s8ok<~C|2ZlEDLem%t`6KvqgL`H%P2wX#Mkj1|mD?wr3a|Q))P|GI;O}PTzgV0r3 zZTUc+VVoIfe9kcDPHJ5~L$cE7WO&?~H^&VoN60KOFA_sQe7H`Y6job4k{2StZ!<+9 z%tpCN_Q6jPss22LVB?gc5ODMG<`#n4$PWo1yI>K;#HG@Qu@N>tG8G(XQdLI;rE*P8zrjCowK6>A__vY2q@F^y1P=TDZip zDn|_$v5RCsyV?%$5q7aYCD zS*pR*KQT55mg>O{!BS0Z4=k82fU2WK%;>5QE<~1EL>5J=pU7s^0P6r37g2*A;5q0K zW$DvI#JIL_QXsB#bt#f}o6j3AMe;q$f?A3tr0YrYb$Jv_07_YKH!myOf?8A->ZZsu0F z(!!ib+7=(!?oET7zAOWj!rk&eLRbLAJ!~iHs6YkuP=UnHSfBJ%%N|u(oT< z^R82H#8+v3rR_&so^w+#{(Low*_|lRF1O-OvWd0 zo^ZC-+~~!W#d}pu>G1YM^=uZ8cjbZ5AW#khOF>|+9f=^ls6Myvw51p614m9<@%L}0 zh77c&s-utz9gLFC(33_2k^qOKR&K)8&R9U=@mtyJYBe@Y8~Ae@2+=y_LVaNCQ*IVd zLz%2H?6TUjP2sNenFf*Es+8h;4Yy^r$I3lTU^Ua&eEctF{>O!9K6&)eE((TquCe*K z-~IdtpZe7IKl+JXk4S;GK=R|5yV$t`s8g0`aZD^D% zD(~;faTAzq5wrg6(#0uls#9 zJ9`xW?N$VIad5`2?c7o$(z6+=ldoso(bVU?I`7u+W)`t>{ZG@g*g|snw096~v>=W( zW9RSDrb!7>;m@A|$3>V9frX98b9AK>spFHv{#1m^Mce7Y8&*RqLUB?M?q9gKLgFfGuan{H${)9?q(SfpB2ZwCHWak>0 zKI9n9jy)pBI6&G%WS<9yr9AfABRKyg!l+zP4qPuZIG@zUN#MnaXHsm>;_t+4YlV$- zBi~cH6kz5|0|rw7fXI6Bh?{ym1(SiCc6QQ$IOuX`90H>qhQNDZ%j;s+KVMfa=B;z} zqO#L(!D#8|fT(B=zEsvX2BV7&m1KPaKuplNGk-KHWrPb!SAQ3sMVU#u$ zTqa@ZJbgV+Y`h4bX{dVqkwnFttzUpwvdg~M<^*-FYc`O(*yGRWi)^@)nY`~J*1eNf z2EVr_k9^C-7NA>sNtl2W$D;52&t_H;W>%S3=$%MaRJEhj79(jz>UMqNZ76wNXjHCG!MZ+fzM5IEd{7${xBol2ZSQhkQr)0g%E1ipoSR%gAbp5+9-C|e)-djL}-sJ``F^d!>9Z_14?5+3I*t=x|iqOa&Qd@h7)3ix7h| zjz0WZ@D78D7`(&#aqEL?ne|hU4);#w=u0;fg+Hm|i0Iv+#E8uwuz_GU;`mofO#HJ3 z5flcgcy<1=@kwJq_uj$L3RvV+r$xm|Ie-?;<3hxSx|!2u6{Yut?%g_Q=Bu^Xl--%r z>zm1todj$%O32um_@Av2dCJrl);9zx7fvmtKru%OE!jcnUY_?j#sVpKKXV%!%m_B0 zL23tOp&jXDh0<~cMls=l3a`+PFq`OJc`34ID5*U%$*EP1GscPB`_r63uu^4mlhyY*O&^`N{ zuP-2xMBiN+Y-d07Jsxa-++zp3QriqSm1|MAsYTpZN{kxPK>y%%Y)h5j};)ezZhXr@T2aH#}ZC zvAw*5_Ee@-7PRc}p$KY*Rz(C>rDWd`M4HS@?k1&eDz}iHaLdlr8YKQ-fu96^a<))J z#4S5hF}T&)1s8B-4QiTy5nM~41c;rmrSXc>3^>goPtz`?2}%#_n7Yz-inLuArIypS zN@?FwvtUHFr6!hWG8P(4EGoG>2ptss>m>6E#Cz7KM8qt$bqDO0GM)wCPt4EJ#>eSI0gtHD8!B%!r2zM~CF>7$)9r(+e(z+-fEDtPp?G}w zMyOOrtgOL2FAL55%1h;NshoToldr)v=HycE%q#U5)^R0HtKJ>yrnWJO(H)>YF zO;Te9{Ho%m9X2T>G8K<-l#B0 zh=4~@N;YaQOO5JXrcsRng2&la(5RIf1)H4JtfUHRqgEjUn?IlgHRUUm_C?q>4w>lL;ueYAKGX|=UrRAPwobP&$ErK=Ii3fFsN*N9Yy@Sf$83H=-Yl$Cd@6C|`;@bJ?c+*l7>#cM zt(ed+_&adW+Wdn50Wec+9v_z{{Kd77uB{)!`{I}rpAJs3sVDHe^XP4rehR1rz_6*y6+XW`qo7SkG`TlkiZq=}YTC`Vs%(My4Vm-Ql|pElKKv zHHE@JO-r?q}0o7y$-7s^CdwGnOevwe&%+NAgq)QX$_eXfrz3?lusUS9WCV+R8PFfBI++uEQyEH zDlZQq_MjL60ZTpD1av%x)(DL72YP&5?no;50HF_Zp|9w84By7bFZw%;v;*g_jqSwE z=lz{bW)Y92c)2!4k6JrAk4)LwP8C4drIP;^m6j~*K{f`rL3@X);JH&aTp9YuMt4TW zNC}%13M&|@Di+Zy?NvNB!K2WAWC&d|8X)o#3^>XWh69<5&6eI)Dhuh2QxYuNfWITP zSn)>wPP61#N%D~bS=od9>Lwt{53tDH&zJj{p6A^xnD-Jfl;QcL_@tE9{<~-^;M_Hs zfAr{}yj>C%S7V2b;nV#CJ44 zK7N$6DfICeX>omBeHhM@-?MgT>y91DK~hK$E>_SN?li%x=$(D`Ho^qP$H$$Wsjr_$ zjrt!>z0rqZzo?fgZ#4BD#>xj?7F&5^T8t_mX@jCAQf^TwE+EmbB9f{(v6_Q*$!?q4 zavhVc8lSAMy$jx0Ja{*a#$S6^#71+_dPjfO5PiFhp|6?q5RiN27Bb{&j<`PSy1E?$9#AUvX@pHTv8)>N zci3+eCr6W5lZcc9b3<-U9UzN_+(e)YXAvNaSk;_ODppNZ%h|bVY}g*NVS6JFfyuU~ z4SG%QIditK!VbWJSj`H04}Ya}*dDaX`@||Hs|vnV%I2gY%&h{@d?KfiBP97nPA;{9 zK2YRjbBL#E7C*BBY{VO_VGM?qasamNVvRMNINTW6hlR@7XekO|%CSjfj;=_7D?^H< zNn1-YKGKpoC;KR_CC)D}0UuW;s-7PI&_5DOGJUvb5T;0|$-|?Vl~e`8O}{@N976^1 z^i32H5L82?{7yNtC{ZoDpfdauYn$@pr$eIg%cK3$D|$RA{Z8Wqa}9CE+3LQgg!+t1o8(E*53N?Nv75eH+ROqXv3i0ppZ!cv#ewt2K7vU31L3~!T zK_4CbC@NV@EPq(kdg&b#){SPzHrcHhYhaaD3x3vWU0PB^dh!QnExlYH`oUQf|FBA@ zRL#c|PYZ+^FUhE3RhD@~1$aFgaR`^2DZ-NmK*?H7Rxy=0s80< zI)c5L16jmb+A?(7^bETWIpjJ7gTTZr>lG8pBn{C6@NG$>Q9WgmfxL>4Ju*MKf&E@0 z4vUMCh;SnM?c`=aY(}-t1ciwKZU~q?Fk7TC)gdS*sGhkKR8z&;9!tS2-&B2S5lYGRnxU_eZR3IKxe-=x zsgb!(yrjzh?3XP2UK3=_BI{UOhS<1vfHa(j&7J~2Ry~-Ft|qHded63%OJA>N&e33l z*&R8=>Eoy|j?YxHQ}|{A#JRI96WGaabrzq0OL>_!yPcW0kz07m4yCzVdo|n@ zcEMfY>Jx&=E3k)59NrsxTbKp$&P2ka(`NDtCnvA)I^-30L0(}Oxk`JzM4Dp6)&Zu7gi zDkM)y6(zg5D(o^>1>zLw3kYL!LX^lV979&o6+gm|RoJ{2vdLQ^$^#4+eE3XOaqzMX zFTpH^7wj8?e}0CSlU9l1#l0NGi+jZsFK!pb%gF^PUV?uHiWheQikByMZHK)>5&g$o zXq1FRvk38TyISGaN9S z`1tME-s}|sEbwWMNMp80^kD_=LtS8;!+mT%hS0KDN;v^L{;NCzyGVf9i{&O2lg=Mo zTe4lPmVK%Gwp>f6LWDN4%%^qT9&tVlVrG@WhBm>+ByhJXg5rkkY!eU%u;6&aifF%m z@uyDJt882~mL9Wv7 zC%5JaR2ct#AMZ^=KExur45>u|6~LWlL{`bvi%vWapLmc=Qa2}_3Y~bSCf-JK*VM$@ z?ioypM25~g4Hc=zU4v<)-|yT*4hB*Dr#IpFNatxjNJrR};iILZQRUEirXGJd#3niq z2F|bOai{b7F(d~7i;GhY%eHpf1z5%!Q* zUd_B8bl$I04>Z}!Hh_?MCYWF+7L3#r?>9kZz*TB83Avm|+H@9=tGi7by_?69--fQP z9FE9u%lDXHwinMl*!|392Bb#FXdaZZ7?g7Mpp;Sk&0oY$EvaI#oFV6{YV=u8*d_pw zT$oG+`*!Sl>tSJPV@0}>usT3jI_e*$!lxq!LVZ`5o}QeG&VBBS*3Fi6D;%lxna_RE zV&=JO80j!iDO@n6u$0n|Klepzjb&}5lz!MrDY&APf>KJ~`<+rs|NVE0l>947$uFh! zPvtWGq*Ep@(srJby43_H`mbo7gsp*a)!h0o<*s&=HEJSAtrlR6iJNh36b>R`m{)zxE>ctFRsS~`y)>Y zHbZzyBrPUgOZspfu`lMj1^+SSv7!QhMfZZIE#V~j$GvG;?+X0i$BiuMU zcgT?!)~xn}=F1*Q4&Ml12S;F;`-zh8v;g&Y#|e0)JR{fJG3J-^GFgJ_-^yfAiJQgW z$z+Hb2&!fmi~bFBLNi4y4HeAHOR+b@j(FK%Qc+8lqm~Wg++l2q_#nVs2OwtA_BOIR z2|zuqU_pe#hOZ=m`%v3k=~oZGu1@ViawCA*2^I`{kahoc+ExgxGpBHkN90Lddx%*| zKq2)suDvEci)-SucqTqe%LHcWBWFqhzuqIb_LG|^v5Y;5YryW*@bo>1>tZq!5D=#Q zxYj7L8;KB$(`Z}udan9t-|6Ye_h#{3SvbaCJ~Be?(U2QNi(CjSDJ%pS@8 zNL^ZV<~h1C(DCQ>N91Xk(G1-x{tnl{jn?1dx@4nuUUEM1dT=TUb}t2-bzu!|2g&kM zm;{W&|Ec)e!q?~V)yG#b;TdkZDynnogr!5WW7CtDPFV5&Mb#!h;+RK{ z;1Qc2IcOf~;YR}V$SFMH(mVR-r4trEd>jv7XjJ3w^uAL{@3={?(f!C7JmPdeQty7` zEN9vENUi&kAK($c`;jU?5}QY+@kpR&aFLzz>wnB|1m?y?E)h)V_{RA2CoJui692&x z@Tip&fBgBYnRul;@n69sjk$>zX$9SBbrS#2&(CVPA1nb=TRHLHx~hqT+D(53KP-X- z`rWQEgXCAGKZYNMkhJJ7+wb9rMO|f!%px3pd%N0gxqSQzCzr4EU7K94O)j0u<;Q_+7)qlu%r(I7zOC5=N3QP4;ypjl z;k9Xuy2@Q+#i@rg>EK2yCfWiJs>HwN7_yH%{x%uAKT@;nc;Q3X$-6C3vT_dv9 zvBiKmr5-WOC_DZScG61*CV3NyA?n60P|0MhP?&3>wlZ68$$@b}TwhdZ9~?-?Y+pt|zzayDs;#G*p%PWG6JR4q$GfU8pO zVx1ez9x6}yg_`P=PE&_9T7cG{M@6hxok@ ze;3h0i1(oI!Z>R41CM~JVGkY{}lr~m}QDP;9@{0|* z#6Cfqeozgw2?=fN9E!n0v)o=N?>Qqo&xj2L#?op|e6b-@b8=W)&OvbwzR96xa;Tde z0+WM?|JdYUG11u=P$|f)rw8?1Lx>eNi zq;hmUqo3p7Y?EUIy@lUwSCKhw-Mo3AJ(yC66omT_`p@4l}qlA^p_vKWhxOb1xrjwwI5cd-+)G$zn9GBpu zWAm@@(VmCS&uh)-VQy zUY{ADS}Jj~bqfX=nd1{`*-Ao=pbN_{#-P^W{jC(teJ97oX{W|2*)|r_HXFSWhq28Z z#$i>!j1W5Uc>30e)bHe|!j3*oEw`qbNCu-Q?dfzHi5Nyjir+t@J+*Ae2uj^ zY2(}GL@){SN~Y9V#oDbKnZtQC6FaX_7Ob+TZ^g8~(OSnF<+V)Cyqb;dz`VSanU~k7 zK{YhU^vg@w>U^~tP>TndgSnqMm~VvV!5|Ycx7ci8m1?TqLAD)8*mgjul}ZgV%TgP# zr?$5aZnQQlOWmOA3KWKe8!fFYwL;ZYjlW_?b-k*pDt~>uvedA`VUxc8oU+t)s)CRJ z`1&?5N0V0(eFe#MOlIWt6;>CvX07v3GsBj)=urkeM^VR-Osoc0i_Xf&)zc=pKnk?*V_= zi}`F1h01a60=_O2mk*H454RomqG9fj@8aUBfX(E6R;r0L)XK?K&&^3p zY$X;=&W7%sFTnD)oRlVeL6lI$EZCOspqoD8v><*O9fw_L(@1$m-YeGjv`Pid;M8D| z9~`0=;^OC9W{)^#A*c0xGaV6AE)uC`s(xpUPn;HUc;Rvzojln^szaPk@h`A-DY)32 zd@fP}ANUQ^5@tDKLnX^nx(r0*r^#+qs2vj*?xO0t%rZp=ARG8WpK|^3YP@?Jhrig6 zGR35lqeK=h$9U7*&N#;9T7@WZWadk3x9G<0?95&6zry@HG8AVqJ9}V2s*baVD4ab| zZ{zDB^LEl!9?zr7$8^2_`R`is_|FlAqs3z~i9Lud?J(L}%K*~MXDNX<_Z zBwS!y3tPTXsEX0LZ9Bp;bi%=w8nKHHA;b*@HCJ*ptq?DmB5qKSSl390Fshx0Q=5ob zE89TGA_r4jb^NKk(Yxp%Nkq!piN9ccsXVL{5*x#ik9W}YMr8ToLbn&OQACZsx#%;? z7wP(@fG>O)e2puedRxk0y5*p{Q;de(}6eZ6r-W10>!sSXt{twE$DT#+zO1bm{e@&YRL z)Q6w5;*X`QWvuF_Kk}RvAHR`(&>F@&jVS`0(WElV(O#;`C^6|sW#2P6%g^2}`Ptj- zXHS_K$F%t!?Csp`EDe=}6pf-SAOiOc#(#gi@w%h%w-snYZKx|Mqq!GeE;5mcr&AIV zTUG9=S&^%vh`eyi4(Qd{4(NWVDWnQU;p`lfiyqv(iI;`ATw>%xUXeYjp(@IYe|-_L zw2;8fku=g|SITFX#+F)ucZ+jn5aqre4Md^zVPG|Y3zPLQ;^vboRdH|B$s@1D-~|mu zs@JHNCFX-V3v9jU5&Ar&r@!;8=@G=%Nh581`s$`f>J*HNPgKoeOLZlm+T;qDx@Hy( zQb}XmrP(FFsU?84OD9e<#o;4&@qZHXe zKZ$9U*7D(`n!DqN{2mp@1|<$r4LgOZm3{Nbhdst6&SAe2Q$awEJB*6i`ruzaYmk{H z`#-`sgjPD<^VE&()LC|@>jj5k5IC$?*=#OgYdMEwX<8-{p<|Y9sC}_-g#huI9;db$ zr0|9GSu6yPZx#c=qR}M{#n>cipqjgLq=Ck#D2-3SJyzqMyegJjaHInrRzU#5PVXE6zgxq_uZ>LZ0TROgk3?wN#odEU7IcG4Cxa-2B* ztZ~|;r9cz$TRcMc|!h{YH9HMPmX?4FwFY~ut&3Qv9WS&9bdAfTus9T$reg%c&k zzLs|kCbY8whjEuQ4keORL<8&s4GHdA9u!6sY00YWx*V{$!(W@~C`&t-PF*EO47glf z%_HQ|7|{)W+%=Ee#Odx9mEQ(xVtyJ+gV`ZN*x!krF-4+eVF!hHkdwhw0nJ0uNuNzI zZYt#3R>W8=3Jw=r0vQ7a84AcEfiRK_JkuWJe6$C~qFBZ4M9&odnpmQWv+V5Oy)fs>p>%&RA3L zmUGb}b5#(TNN<#0m8OE6xj>(p&P&fx9|=)lBZLZv9IP+~TrpA?s0ySmrWP$pomF1r zX=GM;WUkG_y^&~@rad}b1-xkj&IL(n=rj2MB~g%ix)`u#Xfxw?Vb7Zn@rcY6hOOv- zxWe02%+L8gTS-zHZE-fi1W{_Iw3kW^R{{vuyt@Vy3a>z*g7?lE&2#Up8B<~GbP^jr zgMYm1?i!IE;5>%fx!YbMKs9{hr)}#8 zwt*-X#QYE4Qxn>bQg>U;Bfn8P;yBxst^fU9I}tU8mYqPk@lXAHX(5_F3~N4F0Sb@F&hp8DK#U{!yP!<1__OcIL2Q|C6)@Pu~JF2?cFGVMYXG}JBvr$NC_7p-FD zt&$L%;ypD%UizfIbhg#-z`wt%Xd19`n5LEAW2Tktn2Z-*8;uF3tC$^C_ivn9Dd`AcWJ za{uJ}&vtrd;<2-qK89zn$^9#p`=Vpe@pD`EVBWg3<^DI`h@SrOYwhU2=MCZL?~IM= z__c8JFA-C`Ru2EpSlQp-8OttNmUStztXJpdfA~+1SvrotbM>73|MMGhfCR7g0GWJ4 z3=n&4R0nU+0b+Lz5PK|Rx7b%VJdR^{1lNYgwc$}39^bBB8y-A7&RiQF*M`UJ;qi%U ztA`mL(|>xkhsSTc5!v|S*P4v4bNYBalku6;$LZ?TrsC@ikJpTpZ{gF&t777t{KBl$ z$Ezmd`(I^qPc1JbSFnAm=u!3gMtFQHbu}`TeL|DO95nPqS$G#3XcCJd5 z-wzgepW~qN#WUu8p0@s{nhjNy^7Oecd_7lkA?W3?{F~HLAIQJmZdv1RSCx-~+#5-+ z<~TTBx3S6w!x@+szzmWCn^Vim^V!hh`rDw2ST}9&9H{^N8d9BYo z6K{y~jvO1+&Kp!)Cc6d*Fnnf|dsXM1gP@Fct|nvbHFdxnULEkMYw7?qJkI{7=b#Qa zdrcj1ZF^O0uYOXyw!O-?R~Ior;?e+l)!VC|{y(7s?0fl=aV zPxs=)xd5uUe$fS_nEPb(_3_7o`$8B+D@L`YCqOyh*xkIjmjq|G*|shh+b! zrz#oSR5x%l$l|}b9Ts=TDsXsc%c%-E)Uk~thcbz9_^#mOf1ri{M#n3eKF&l$9`R?^ zAQmHXUrl*>UoDHjwGCV}x-ufCV3a=9fTnh< z(0v>dcw|N_T>A!eMW%dIPnh}!p@(N^EJoQl8bX(BCFM}HY@yeT%t8# ziG5sBYf$zF?0I{`HoajZ``fNY_WSIj4Q(Sq3zcbl-ZGsxWjaS?8onB3I#-nGT&GMg zqo7mHd9t6DVPfy; zGxKJ5+GKZ%vTI$H?65!7hrRi-d(z|V4tb_AzO^mI9xd%3_tM1E%j#w- zi=I0FjHPG({uxUr@fS8yIB=6SX;n$3i&lTxX@2a-mre8BD@pUeT|Q07(aTQr+emZ8 zf@w~=uOQ9$|Kzf1o_Zx|K5_Xp4|%U3&95TO>lRG&aF2;d_=mI-9_e8*J=|l+6=zNT z^v<}CcaHYt7%&O<<883^!J`B+|83`>Ao74!fw&UNAt{_uRFaG*gY|cG> zWWL-F`<(leJ`Xy6C&jx@`WZM&oFaD?A?=vlyB6embH^awvzc>0=jW?%DfhD`_cK1X zeCiaXIOAvFG;!i@tWr)qb!*Y&hs4Wj^Zmg*wcZzSzI%hB&G!aq^HO_@VsLBs6}9(? z`Eq{R#1pj2?XM+;Tg$%M{GCW4 z;%BHb2Ws7O`vp^*>9FX<=`f2wJah%E#pxa`8fil(*&`;|!(oYh05qbg-{CNe|N2eJ z(-(SC`E{9U#Q*Ovsz&_uFC;OTKMgm11P<1_anWLjiuJNFz5M^qKoSW05PTS-J4~(z z$8Z#c=rSxCY&>UaX*&Pu7MhCI_SQn(f1#Izk7_p2hnk&eb$5TC>He1T^!a9HszIIK zDuj>o=QT+CCjXgUZq5t63*~;kNy5kNO1WR`?aKX#$^CF&F_zCaIrqbTJlKoec@@xs z$$h%Xxu0(?l>6bHES|cRb3aeHUubsae$M26wyzKt$S>YK+n2@9mUEvq(OuE7PeuIs z%@mA)uj|YeEVcCET>fEPm=F8&4@dG3C+Gv$;=rPLrjPxL%szdQ3DXRp&#GRRrL-4W zl!r#BBD*v%T7?om{$^DLg<Fco~vgS2bvQDtcX>K#hpGDoCcdgHuuk zr7rHA7VuEdztIq>n6Esq#E5QsLadh)@a^3#k-(`u)QF@g&gZ~5Rsk(W;;2|P^n|1Y zVpYe`spmtdo)4Y689EB2?FZmZ9I5(_5xHNg8Yn%eMJNiUsuW#1cP@3z>>%K&Av;~_ z6m#iS>{4d@;13fLA0nPiQt-#ce=(xUd4cVDTql5gsDx9az6fM1-}=;QZOaiTRnypG*n&RmZ@4t3hD?Au4*MIsOy6QcREr~ zM~A8!Dq7q@N5{pt0Mc12YWBjyL*TMctO7=lKfP`F9&;U+tE9CTpN`O{|A>!I0_>&q`2E!l)5AaDPea54VY-a-Szy_)hYRW$N zfA`gh3SrZz>eW{Kt8FxF9o34t%fO3}I=ri|LxYtHqG&mfye|yAD1Q{;C_eg&{N|*{ z^u-T9V<{*8tNUV5y5+qTmu~gmWQHQa2~EhH7Yoyb42&K28w>7Hmk;eunO1x z0!617PY!&Yg>pud#l*zGKkN}1xALS=B1`)0P1Lf)c}{jsB1;9wL2~XOo?7D)Ol(5j z{%SFl!;7J$j*t{_2G+qDD9oq(L71}?RB2H4x8-W2 z8|mo}m851+MS8p}HT{qpdZ)jTn*J-4ntrkb>Q#{un|_GRAd5|ZNo@LwQ@&el`f0h# z#fH9>#ik$JoHf<2pDM(rU-e(I@{m|sH2yxORL;YxT)eliK3{6~^2QEeS9y}R$+7Kev&mz_j z5u?h}Z(L(VKT{(^%($tJifp}ea3t>+HyYb^Hnwdi8++qqV%xTp&BnH!Y;0p=+qTU+ z-{1Szt^3EV>N(Fd=X{Q)d%C)xu0Dso|B)u1F-&&bD5cI%{C2GMvK+X_yAXKrO?mL; z-_%UVV^0m=NxJIL&Z%Cfgsw0N4TC$pVxg2~bzKYJ4aToaK}R-3!{wC$HUp@rhw<~? z^;b_B9No)Rw_UGz+nKfhKZEs>2Y;47w+yii&HyXY_a;vDy6BqteCGs)p8?`ve2!Z_ zwity#OsFr%7S7v?g3e{owzvUf=fd(gZ{I|&8)ryIDO#h+7tUO zjyg4mh7C9l011Yra}WqdNt7VXM-mVTmEg`k&A5)mm_R{w7WH4Wzx~@u9o2|i>mdZW z7L0VyV6w2jnTJ9uBd*$N@c#T8iV*t|F<6vJxgfrhsdjyt0xXQU&H#@euRbTkRT2Ae z=}*W`?7sQcgJ}0dUK+EDx*%!6Wa< z$TgQu$=fsU=`Pc(b1#ifa(o(8A#nzu|wg|FMc-mmnf^xgYweo zDJGYCRt*<&QxMc4uZz)b)@^O&(I)X@S5$EJiY9O}p1-2oSf=+6Av_G>*hfzWTin$7Bl-%s)Co z3qDy3@bY8B`-Ioiy9q6T&)N2|74C|MT1b983IeC4r71=VPtW-)Ga{Lv^|Byuri=y^ zvSlEfm4Kx@AsR^lUQT%Dl!s8k0iKlYbe}oHot~LEH2H68vNC8i5{XnQ`to*|psR$9 zG>+rNLuip1@6g^B9R8Oj==9=(Y2L+8Df}i-vUN3rKiK=2T5^CZMRkyh)JLqhl)tWzlqfSAaC+oG z-V_+KpNc8NoSP+1)Q<5FWH|X?uutTd@O`G_#VTu-jNni^Y&fnAHHR=)i3OFdstdM_ zw#i%SkiVL`Aktw8s}nZQc##TvC@;Tgoko5_;Af_<0;$m&kBvEP3D#F*|0Nk`BA6p4 z@;dx-Jgv(@H^#sBR>|ulyv=oW)LdMN$aPi8ED}fqzMZ2ex&c%?N7J7p8XRWq>dXz< zNgp#b&YRa6n<#XjP!XEyW*F(~S%h>E5Vj=ZlA)0rit$~!nEs|TLpEfafDgV*b$Q}M ztvQg(KO3QmZ!GD&8#X)ZmgJ&~jo^tg?R#|2!-1tRA?fj2wbTya5J)MhR8^O_q4Jfz z#|W7L?vxv+3N9i^<%n z*!0y-*fFg1E)Z_Ktd8nQFa@YqO1?^{HR7ad7!-qZjhMH!d-gT-R}Fhhj>-7>`cV$S zO%|7(FTL9g`=OL(m@uw}=b}gQH8`e%n$*C^sW_PFXc-D_svEKvSEpg)hS+4KSEURl z@VQ@!9pnQ#$T%hN0glNHgX$P!P8mV?L``f06ntWSe9+n6%&BtZ_eGPjP<&VSSQgcu z?1C5+V0=E_DF<-#hh!0+dc~3AbtgHP9}7IrzGIw@>oNu2+PeBK)38{ZwNt2@i3PGQ zicyt6+Rx$s>DiJ$_b`g2RIYB%<`YkVLMjjF$8XedI_b!~osC|WzaF|}qpmMnoVvox z*eYkWsf^EJ#4hBZY5Zss(o#-XQw4Sbr|BST`pY)7$F4j|uQfYYfIdyn@!RLN4fQF2 zTtObY9(eEFqb>iCDrJMUKVarc4Vm-s*qRFe1#1Xl@Ow0x5jg-?cfXncv^c1Iqi_9u z4=ZH?CkX6)*I95&%)}g2TIkw6Wz@3AJC@f>CXn|<>!T2^AN%cv*YtQqQC|>gohj!` zK}p5db7@+3=Nw&-ZTj8TbM6@OJW25|4MvV9qST%B1jE?94!}YgME_+?pTGu>y-$F- zCy<@*k0wTJ_@k}xs*nS(1VqZi+o6A&dMR%DQO>?7LP)}~497c&UV3r^?6TKT#H5He z#AYb`N`+((znuANz^_d@)VfM)b(2#)es$Hisgw0 z64i<~oyAu}l!OWN)i=R%dV{OX%@ zJcV^~ETP36<;L^h125Bac)ye?rRJ?;(|?)Ch+@453}a#1d~G7DFsB)f>cng)=bs8C zYZe&zyOm`h++XW;UK9-vh><_0!52&3*)bxHPz<3insu?i`)I}M5204iix-T%JJndh z$fOb}2nvK9*i5soTA?9IOzl+|PM{-r>U4y5w&HnRZ0OjGS{y9PDQ1xA^Mn7&=XXI6 zE;@IcK;Yo2Hdkbj?U9W-_9WIEc-}#o8vMPGve57ZS9mG#a6F9Ih=psJ#p%F>t;-+v zQt3r5X3&Teu2m#nr#=?IUoC59+*10y!@60m1vg z+~1JlsenkSLX)8)mk~9uCXsOhqX0TD{qf?|Cfg-l9h=)ezgk4mf0P#!9ug@f>*#Tj zeD~+4y{D*-`%Yj{4a0?@md~!G-65v?#DNzj6wAH$QqPxPnDSkkjjnrt#TA1U(>9a+m~hp)Vo`S{cyf0+SV z431eq|fb)9?}&=+b z&eEMyv^6ZP8~L*T=&pHW;DoO|O0Z}-wzdzjnZkho6FW;kZ3v3zt`^&2*ngyQaJj*H z*}3C@!Jej_y&I9Pd@wLOOmBGZSjtAC>*9%JAyUk3+&!3v#@K4*xK}}v@{@KDg=c6t zh%IZQ*zOnCA(?9c|2em&u%L|jhD(U#DG1UDPO-!VYAR2CqIhf?Dvv0c%9RQ@KL+%K zQp^g&!g>nAAN4=DQAY&$#ACAyx{j;BD3q_=TQDp%#!h-{{fvJ2D|Pck)aTO{s+J5r zHbSzq;&<}*#<$_=O*I>#qE$Zv%Fh)Q({oip-cJV2`C>1&yl@;Qs6X4ze$RP4hXzp> zmbsngJgyBd8lLLCV^G)QmfNGBf)|*??H0a)J$h|6IOz_N||qw5Kil>#4&eY0Cr27Ry|

P~zv&lzSM@$J|yQEjR3pouVk=q3 z6f}6$*m`!maZ)nKnJ7)@`eR*tw$+F<>kzHNM`|-aH!HTDbpBPFoI``-H9!HZV*LO1 zkLD#}ZyP>7`*-Tgol#0}WUuvi{7~>NmbR&-p4%jAXC`)C z*RgHZlBKnxfjUrGbHrbOscAbJ>WC)4qA%{9-mv%cRJ@%4Kh({D`5CUs?27>-S#35l z0SSmF-kijMB@pzU6(b{kKv(Y< zo>|n2@L=%|WEflmB@bZt6Jqsfb&%j(50wNNQ0aae06XDAI8_hiIyE|7VlPP4=wCTV z6L~ddP#X>E7X@|5RC@0KDC^|$rKveDo^3u%eF$CdvQlo#IYoyD^EV3D#XP~jp8BVB zIA{UxcE9?B+ak4brCxeW`Ylk)DX=V&Xg4@Ut-C4N_)icX@#D*oUqNvWy|g$G<=g{Q ztYe`H`kvy*Y|l`2X0pb*?$PZ18~Bdm+(s`2tG{;c$zVQXq~{<=MYH75WvkP?@Mj8O zQds-!Ga@;L-Hg~{SMX>o#-Ra$7=MtqeY_M~XjHP33?%N4G+#lwIlB`2Ugt zM!Aa_#9_##sY)L|@Ar)7I*|nC3aFzb2L_x^-sy7ykdJ70?alZvJ@BOv(>lrvFzYCz z3nVQ1Fi>kzFl#JoC|XUh|K$!$9|!?v+!h0|6rwxrf*8p0-(?zzbq$xZEYcD^Ve`Tq zL6w#aU{VFjIt2?b`Dj%Ryf_1~PQj})qv2eT9S2Ilti$y2s^Yb~Av7CaihDD1z>;8b z^4cQ%GB9#eSv2QO;!vQhX`!mxRs%S!5j9mg0F#*rn)hblOI6H(NkphB&uCEVCEU6a z+un?1D;C_mzcNmTn1LL0Oz=w!2DqC0>zUk*7ast5UnEWAe*08uA`bqlie(8I1dk6Z@@pE-iJ2Zh}$V)K`v z%5nnAI>WTC-tSs-nD`Tx}n`BEG0c;Y;W_q^QiFm?ACXqzE$w*EdaTnZ2@76E~?p`J_=8@$zD>~~o+ z`j;l~;KTM109|bfIl~n;Z5}Ut|E6H7BuOpoMZ7RX^@_6RzpH?%-}t8qlbq^ z3|!q9ODd}4_Lx7K{xA#T4RaH8ziE#D!Gl_2EyCIt=Vpht)

MVLw(G)|NRAwyQEd z#WZ9%ig7@+PDi%pq1?jJ9A|Mvw0<=o(9Q^H;`i&)UhC5~0x&F(Om7q|;Sef7TazFH z2`r*8nwuem;qRscynMS*rQb~xOHh$KYk5CILz+UMtYMkLOWA>IoC|%J`!thU9y0Sg zH1ffv?CK4@su_g*#pyuq_%4k+fnkQ8hm0x*Jb&>&51GVpakdfFjE0+}l0MZ8N$CZ4 z4;g1c{^HfxQg&GnnTC*3c3eeEy#K@KxJf!Py~U{c1BAx>C!oRX7OKoKp16e zJdiB2b*0}V6>zH|?9k9nZY1o}2n?j0{ku&f>R0u`Q9Px&NlLDey6Sh|p%H*mJnbuK zD~&0AK*>okLOwY57>iktEuCo9n_|M=Bv4Fugy%QSx=mV_aexD-U6&0Qd!!IHg%qqc z6+R3@%PVjaHq8Z9V{ApplIuXo;JLWo^>S}vZPG)+J|P54J-%{J(IWwYq|WrvUVD5fN> zy2Xs4w)%?rpSD7{%J@ zwe`vY(ICmnOrfa=haUfgdD-EaaA|ib#Mrz3Qh~l=PPo}w;v8ccd;2M;EaWM|Va*JH zQ3Zps1STb+qC44HHn`~}W$73#UWv->fwBB+&{mnUlBS~buW=r4RYq2HK|!B8WitvQ zDGEZkAuh^yu(K4V*U+Dz z49TrxxJkTa^>gyT@^c#Ap~|d2sI~}UqxdjMxJf+KdijT2MZ)IxJ6AV}!u357N{ELZ zi^$RWCb4VtMH(QSX*6NL{6`w|R(Mh5Wj$0uvW*V+Lj!NvzgW3nQ5;qX)r^X+l?f6t zlZ1_OAI%S~FpFi3N3CBmVnPbh(2J0Em#R4bBr~6z*iZC}?s)9wpI~tA1=TlZ{)esU zN0H%8Vhw153)Ig9WRw#h=MMzcTSJ4J?Xy5Z*2mlRnIR zm!RcnP>n?1`u%yqtM-i5wCnqiff@{0L)-%e!|EP){UmFI&+0zfP3zt@+UvX!r@!G)9Lazxv<=7E!g zvBw-B#Ji60`V=VsAAex%k%)*NxF+itaQ$M%lur*6H*@ftt=!Z3^d35JnTvPr~o=uhL;JaCK@%gWn;QL;mDL)(sK zgi*2?!O{d3$;yK`)<0ewp5AV$eE*n;`LZzv4aUxJesj^dtXNamd%W!G+2p5bWkht^ z@lx%5ED1R8LbQZyz3Mb7>L-?P_{3)-Z~cmOM%4Wten!-_|Fz?FU$nz(NIic6xts}B z!v(49o)Kx(zT?#ZU&H0E*7q3K>9F%AHO1iYNw&@9&~@7Tc+?M+f-PqrRyM67*Ko-< z9AB=v?07kY=-Q*{+CK%I%R|?25w>pe%R6)d0UEWV=#JlfXGBzxYd?0p5`oIliz&-e zur*w>&5W&ERlq30movM7d}Q6)!IeaM>M-DUh-GXPaKsDH{~MJ(@Be(4jQ(`!qPYaR zqd*!$0osSI$y6UpL(}DgSdI-iFM-zO^1|B&t-*(`!M7=sXKJ;Bsp&ab*zw}h+`Z^~ zOnnMCXF3O69`WvdG(y!Cg6?}Pz}97gfMLoZYZcsruZfdQ--i!8@9}%vc~g7{KHoYG zJimt|3vupqt#wL;YQ1vpb7dI!g{<)g*?@iV1giATF7Z%te~<6Zkzxw+?bnS@RD#OId>??QhFxLN3U`M66n5%I zvJh}UyZc%njHM#8C~;biB4mkoDP~OF++?3>@aZl*TuHb&a!I&z-veY2DtB=QfOjGY z@SFi&Vw_Cd$p$%Jy&OfyOh}WxPsIE=UkYAg4PDYRr&?VHU*g{eG4J_V1n{!hJJ)8> zXU!(%rehZ1#BM%q|LP1rz3(Ux>H)mTLdf|?2AndbgO?mzHuG~ZiEQJ6&UvRZM)kAp1xzvv(uMYYRb*mrIi@6$PYa8$PaWV3ds))Y86|aP=y-&PqG^- zH?Q>8@(pujuIWGafpEU5rrVR2y9+HKBzC&3PhnQ3yP+5#Z}@5?8RpDOCWiUT;i?{j z;e32lSY)1cbhpjaq->8M=Q#!;#@QpDjg?+!V)W+o?|A1i^dRGXjzq^qw0WxKL}ENi zatwk2|1&EqMCnxf4wIRl=0v-L!kT{fqbQKL)~xDxH>J7mh7Uj8)niWqiSsy+3{}BL zYhn9wH!uR6o6}qkS_SYEh{v;2zByHny6dK{@ibO;YS1 zmd?*7o!+yfe=>J&csyAw-|_ilf3+~en?KDZF(5d*ua9Bq>>06tVpSR1x3c^NO@{HpG5J_?ng!+^N2@ z1no@F|y^VWsEIx`FEJfKahYDy@Sq`f&EY zZ<@bt@^|*#pbco0j2G^A=F=+4NF)$+S^C#hl7S5hrjKe--Z!OcR_K|>x!*iPoi;IK z=4PA(!A?F<|G)wUQ0p4c&GnSLtdsiI@r_n~^8UE1h4+;|(e>i`^59sEc#`)?#}fpSB=|?CJs3drV7k;}BrU))33fdeOc6>8T$(F{V%0F|d ziRVejmVfgoyHG^sXkeJSKqIz;g;%O1#i@_r+Dq}`p90pr`6l)=`240|1ZtKs;}N-> zc|9mF8@n|Pwq$P3$w6!mG$Z6q!fzRoqe|?RN;TrS`Hug7JXEM|gnF_cl=BHRL-~q@dIgWZ5#1~6 zGhC46q=$xx$z05x6w`gbSbZS~$vpD04;*6vzee;E0z zva>x$GI!N0^LXjQewYV$p|X=?!xD^d;b{8xa-TVET=iuV8PS@+Npb3T9OhWrhq#Kz zlRZ%{^!voO%4;r%2Wn;P?FE%T+OqjK?DDPU5v z<|-&S%-1^l7ZOLXxtC5Sk0gC$dlf9gqZ^f`5(}`|@9WV?*LjAiuZW9`Nn3c7`U_d+ z{R=!aWxFn7XF1(qYj^4yBkVHV3)X?*VP_UZXz8_b+|ql`OpAT&$-{f=P3NH7Jfr6-4uTv@DFMtW~$~A1k?& zNl3yKe?j&Iu2I~Tf~`Td{R6w9LtHSNV@?ATBsSEp!k*_dU^7TmkkG4+&X(6g|=`cr-)C0UY zAz!&e|4w<=S^~P-4Gha~!bqL-P>zM%ynBjGYYYu90>_ynypvE?xh*#q@wkZ(GQ_l8 zW+9bK7i~nMzNi%l_bUqu$`y~TtJvu>cUzz1+N-rL_otnh=ik4IO3TZcZEAj1z{tB8 zquOM3&q8djZ++FovK^+Lx?_S)i78pkGxzCSH+~_G7N8qzJ-E9KHxY_(X+V;9*;VDO%HJElVfN2bN zd2_?mnJhe(?a6un&6ZiBmL&srqOMR!BShYA2Z`otUmkU5y23I0_RZ?MBKG@b@;!I$ zeMIs5&0m9SuYVCg?z6V%yVt+%J}~@Rnd_?k%;iA*I{nA@{B{1vGS?=4r9^N=;{w!{vd8Vhbh_1gH7xtaseAhxBkA=iO<%w_h*X{dD zOdC(-_Wrjn#crgdPhGq_5d1q3PS!v4GcCZ$tBa6}411$=2cYodr)|X7 z3RQo&vP)VR37d8KbKFcneyPvZ;nuqAy7k?=W%m}_h>8@-{)m2QCmp1d6`!D1D2=#z zMniYAaS-c(k%Pd-4L3P(O9MvGD86}G^m&+*mcQ7K@-{!}mv@rewV~OW zOniF4Ze%ryLiLwvNKv&-V)arFpF7#Bd#x@q$R?yuV%T_+P;r^*CDO83zDyu3NyJ`w zyzMv#Iae$TnkUz*2cb!`)wGjt3Se)k=%<7CnAHY@qCM<vFkh=rERg+i+!89wIy6--zS}KC4Zsjv&evF3nh5O` zPh9O3zPfioceCvtFL*5GYj@V{X1&eF3xXf1Psro;4c98?@X>1nCBDSdNz~*>ySs9A zthb56=>{=2ncXcN=h-{wW~TC`!DT%v@@RCU???3qB^>&&35EtlHl&e=DIHfj)CX_@ zR3e6F&k<_5+srFF8(ThRYy;C97O111db=zj!yZpdOazXSm>x%)c={R$sO=W} zO@HTzvR{d&m^e|Gxa>u@gI;}~v45Arc4^=fgFE3f5|%5T7_)$$7dotUsc*;vehb1e zC4u`ue3jGPbl+Wmb}}%YpOqleuPl0|CR{T4M0u zzl-j_n|R$nR}pPNk7q6la}W;A(hrqnB0AvYn#x$}h`awhxh6V)#Onr;(aty*#V*BsSPVSwo2<5)WjGFt)RB_+M z^90Y8|8gA~MD$ep7hL}6rdyJhat(ntRxBlUspx(EheO*r86PqzZm8z){8T?Nl8pu` z=Lwu*Jv0bj>PraxY6~t4=T#n8$lpi2S#t%y`U!T<>H_Yv zObXchwXZC*?4AE=z)&Ea-V~fIbMkf*L(|}+8xDu$=r@nFQ9qw74QIF4bGAyJNT32j z(;u9rHcx@nHHMF9Z*QZ*x1Nfe8yVD2NC}WVp9IT|cq1L@JbT_8pu8@SQ&c-ca% zgV^V^$y>x;w~Z%UXla%?J!t}RuBk;U)Yu9`Ew{``lscjC_fWZ0(?pXHiS9F7(MY?rGAW>DUoKzPr8q-qqmy<)J69$_tQ;u z-`!=b!F}4vP^AQ^z|HtmX2u<1B}q|%>&BuP(A7I6gRtbD@J34W3s2@OHK9N{bepMM zNJ?cZG#oo&;W~MNIEkH_;xW63ix^M~<{vwTJ%Y5tB&W1jYl!V13&CD}vs^Z4;QLP| zV|ylO6!Qzu?RFXD#d>DQKnw%Z^;W~bVw1ER3&nxiTVqg3ClCb@Cdi4|e zpZ;4&!X&$)NbPw@mF%`*E5J}A=lc=z!K2t7tiLJQgjvbqM8XVP{v3aYJ&fnQx_3b* z9x{Wnn>*nVHiawWCqS>CgVHz2#>oMsk^r_0S@G+SFt zV&@SpUUKkoOQK)8`%fnKcDh?8O9HRCIkb$=&ZVZkO;buK$R#%any}^HzAYPhqDGci zQwMfyFsE2$6D`iG9%jTI=`A@O+B}N=rcW1=oKZuwAxR7t9D<&03~|PftaRSjnSg>#D9MkKN#4Pi;*%AJPTZ{(_Nr;iC@kt9=|X*RVW{da#B`SH8DVErwU-| zsloOZ9AjJaU{!jnDJ45Q#*k|nF(JGPajvh5!O}2uT&lvi+Q59z>+LIzo3{}IYQ16! zB?+lJXOL(j`B#xB`s@QKtP`QKuZx0&&*f^JcjIrLunJnH3|zkwb3}Jy23FrK_Wq$ zKG$na!92X41!!gGD*Y;Hn1=iK9EpLa1NPl;A836sY8oEB%vNjnmI-$%^yapYD!NO_ zacT79quIeRK0kHJ^J(|{0o9f}qH%Kt)170f*3*5R=g3pG;ATerCkoDBmAMf>!`*wj zo7Mi4@lTlV-8p^OIiv0p!ddJkgNtO;F0CGUueVWe0A+KF=Vq#9r}p+<^|Sl@=#33U z1W(Oz9EY3@X^Txg*yM}h5!qI(C<}U?ZDjeefg#Zdmo%^Rv8>Pu{UElh-#9t1MH#|4 z2ou=W_CVHObxCu3Q3FPGg^aYsHQJ8r4k@*-t;l|K_*AOCMQOir6WZEW*(mXnNC*A} z+Zh?Tc?xqP)Lls(*BMdvA1`Kpt?RcCqU-( zAWR7oj10jHjdzgH9J|;a<}5vi^&`JFCAnB8yr{dlDRvX>F?_LKx>N^KI3F&JU+QsK zXF2-|5Gz|r4aa)7tne;L8>FQaGe;NJAk{hm%o((22$n35)d>|z4S}ia*<-KvJH;Z5B~OxR zfIr2BNw3p8JQP9J=$7^3?JVJq7w`5qA`aZjSy>U%vy?1_ISwGg+908ssXjH!^Fp%6 zS}VxY+S?e8N*Y(%K)idkaV~KxFJ|Cbh2|GV$kB_?<-j&G^Fl$6^J)qN@adp}tww_G zNogz96TBA~=0H$-QCku9hf4#pB2fz1tzaR@f4?@?rqHarZb>DlB zT>E}sEDL_w+H@L854~4-QxO+bg4K{7Ue0abInjU9G?$FEc z1wFHdD8-(K<7~VubxL#-9WEE%EfU2ze)qLz`x}>ceB;=2Q*u?Qj~ILWAsAVv-3Xf6 ziIch{)vg32_KkQ{Yqx|J#5Bu8%(Gm2M1~B_rwR_M>yP4^W&0m{DQFoX&;!-99_Ryq|ZEdC3D4x*^v?4r|6GLof8gz$aA+1Mf7kvVp^RIyKz{KIAM3bA8|7_R8$ee>&7X(#G>tLTvO(r)gmq^4EM zdn^;NxN}{U#-7vVknoZwj?2mGge!5 z^~NhJVoUBXnRE(80~0hha)S&-gNKLnTt8Li?SVJXr)TV$&z&x+$3Xb zH@IVQ$6L}}Sk`efLNF4tmb}Lty4)?zOSuMjU3IC7`1iV6y|PH)BCM1t!J6q*f4n%` zZH>HSX|=8JCnpEkshFY{O>w5uB)RGRK+aJq6X5=H>*(F0ZkgrZZ&DF}sIa*pItj`! z7piR>rNzKmRLJB5^$i7eV(1TrEGbg2EULS+DBi!|-l~;hLd!C17Tjk2(p}wJTe6g6 z-zMs0Ud5x+{p3QQ3X0DGu1?|wddbd=Aa+XGjd=0@EKKi>yt0?w53qGpiXtGZP< zFGWztOWf=h^f-n@SN>&`mwtNv302NoNUA8soh;2ToO=2_?I+JNfvfYvmEP<3=5)1q zy3(VV_4#b*>{)HY$TBRY#@A!|_2*v|=vJ9lt&fyNWTLRPSFZhiG=f+HwIO1;LW*RSu3z zd#f8Tu19cR`A2LUtGW4w*dQB2I@rjB23xDHp7L4vWwrf7t(a)Xu!Q&(Cz3 z)CXA&@4&@_7K6cm#Lrw!UqMKN!REXu$~`Wp@cbw(SwlX))lT0X51#4GhW^nF*iQWP zn;ZO9+#0eJ4~!Gz_Zg|*QxXyzmwx~X;pD~=YHmMC3HLIYziVY^tjx@({6&B^B#IG@Xj&G zG1t__?+jMLyIZ*_*Gs7@!jxnA5wwqcgUyWmqEFl!;-#~qe3Mh|IpvTkpWZUED)GCw z2EJE1`M&*~WF>Lh`zB@BMj4z0;&Nzd;2#x@t$7UjNe|E=Ue%XN9u zKl9g(>wTVDuPOKG*DD^8O3z~{ZM(}prWLGPT>C_R7WI>Q(yfIVEZ@oz3n@6n?K8V` zL{a*QB{dL;m?Ra=bSADiRR4!YaLj{2=SC^iB$aY;4R{0_0g@xK`gQK>D)Z?j99 z_=N=Nr(TIx{~TsLUWmGEv*s_U>;&OqhMNnExDBr_p?seejt@VQ#Bz+qKg2UJUV}Uh z=Ucv~We@v4Gc^b@v;Zof-C{8F5$&1t35yTWw%zbnQgb~Yn_195g(OCek;H-uE{)eA z4*yZ)@maI*{oAcOZyn$AqQ{8aGbZ8ke9NDC-62*xf81qec;69x>N5i^6 z?+T&i;>~yNaQ`kG>&{~9o7%Y-^M5KEyY|5Kg^h#W%ko|R+nh$}j7o>T)x9rZH$-2+IPaWZbZ)aNe)T1u}=Nm~4Zd$QD`puPM^MTNr=3eu~n)fa7WHNRSm}NHoIU z#;*4zmPp4?9#zUWniyja!gi|O@Q-O`$~E>Nw23?jmSALmYD6{&`FzFsoGC-r^6^iScbq)l0>^`=a1nHo6p301o_Nif9e7N3ShLvr6;Pib z7{h(1aPOfQt@j^^*#O%SEP6&Fl_AJSOgKw15=;qoO|JcE6p-gNfGgdiif zM(VhF1~304mg!{zao+B~)oQHQU%f$vuvdYiZF8tWjB$5B<=SkeVJJd-c*Wi7`{(|N z1Y3k+6P?l*r4hmo7tmpqNukYSf!!@o7UI8sL|FAz*O-Vi#9*YK5|HdfMOk)R3@+S? z!U6()eF=kQb2Ek_XM@gGlPdR8dcx=$b=AIo{)Ej&3o%;QkJRy%by@fFz)PPoZ`iL1 zJ}wA`V&_|Cgm{1Hd&spAV#eW!X(g}@Bkxk-Rk;77W^Vg-?6ts|U)5W8+0}GzyZ=Y_NPAT0`LOZWRPB@!))2S{6S{sq6|q1~^zp`e>cRP}k8% znUiOTY1SfBuV850k!V>r(%YpyRNl@|MwIwUQq%N9By8cyT&;Cvh2}|zkVWEWHHJ(M zkt09;OuUj9V--|ef?ivCd0g3a)Ed2iv%5#oh;J1 zMP^#`hP$*D>nfe;BOVi#e@dxu{7K8SIYLy zd0%W+rpK)uRvn0eTdtUripTjLI^@z&#tv-`h7wHkj_V@H;$?Ob!NTB3(31rRmyxh+(bG`9!VWwB9{`F# zb-!Y_xEoNxwYK9#x2C zWONP;_$pB3NuaZ!xS57@GsOrmHHoYrO_v0thSq1M37+@7V-TdtSHv(`jKte?33I`i zCFP156vNfP5B`?$w`AVmvU1qBrp0jIh}X>UCNN|KJLw17D+aY-3DsZpet27-7_yEG z{w89K&ih+ddXPFXmdr24x*jna^d*(qyF~Q3r#JBHs`h-pCH!rC-rpd`8Yf1hZ`#&O zqZFfw1*B=RcE2p^PAbbKCy`}xL0K-JSC$k@NGc-nOuwOHmU0crFp)B<3EX&``r%b5 zYlvtTrfb#}K9$#NQ??V$uG~06i$)FpmhiV^-rq8Yi-_DQoRoX|Fty%W+HUq1N!K5j z4z)E|;6yy@^*!pQdkqJLn(@eco$?8i%wS0g%O#~IOG>T7y;#jLmh>zsbs9(NRpE7B zEE!ASv_+4t)YROPvXv(n*$M!74!NR~3r8wO(NH{rxYsL_IFjN=5EJhPxE0&sZ4Hn9 z@qnO%ognZfyMj0nGdC0h^8XReVJiQ}gt0s(sAN^l)xysfE2~b4uj_KrDO7%ZBiziS zaH1>#0KIm8e4|aE6(M*S0;|vzlVITu*fz+L@_|++#v^3WjPOzd#SFJL$}~-68n6Qi zP_D*`I<<=tR>96fwOdO~3?{o87IdzCa3xcGy4&eXjmrP1$e<0!uOvS0fS|b}-b*wD%4H7vVZhPqJXUOABE%+~MrM z0c_%V)^l!l6Pm>BXiTs**ibQ`@b+~K&GU8?k*#lScx5um@Ko1OtHjOz<l(e z_6V9Yrzx&E7}g@9Dq>_4@k9)9lGki4J&T3WIjook;atB7w_eE?TWF%*pKvFf2=S(c zUtJ=YSs*0nYB(kR9~6E67oQXYK=F1oK72J%8cZ~uRwDdv0t;>yK4$9)l{3i;yiO6e zbk#_5&$I3XD8jmE`EjteIA$Aw~MA2J*r zWZFeE17VSO$uG!^vk!Ma#**&C#|tO)J@~tamkzp12fCN`*A>fMI?%ne-}SnP<&|tW zRJF_{LJ&%7e;gP`TZDIn(lHFdb))e&r zc0s}9!|hHINxvs2{s<4)?|GdetreHe6r3%=_C{p9O?b~&FH`Gn-qFAXwr0!NFyHM~ zw+pqk5y5DEgMIZ5a9>(~2iWVj;H^*x8+NBq+ZymB$3{i(6jOFlFB8Yh+jny#M1a4^ z+HUifK(@`|BJT1GfC3cXa`(+IH%5%nrC)>{y@9K+Mo!-??NY9`QCK9UZ9`=zFv%M# z8=n6G?H;K2K9HQ`0e`*+vXeXz%=bX<9ss?5+3-vpU@Qx&T2kvBBEBja7XTaoS3c*= zNMs26YR@+l*yH$>`3HdgDf>kEop=m?Y{E1 zMWtR;>N8U6k3aSG9(DWp(_imX>H|-Gy-%s{FTeBdJ-v6^r}|2Itnb@HecujL&z)4M zZ!2#*8hZJ3mwVJV>N4eGx-RE7$-T#OF;Umcd^t(}U8KuQXf@w}qcRf1ja-MocSHiV z_yB{j5V_ni^;Rl#z(gh&_aY{8%*VCbS7_g1(g$AM6Bc_-Uj~mOJCylpKzcNsyCOcvh>5R58TE zM`(s{)}jTefiq0gC|kR(UDU=^h$Ggx@>XXnu4p&$1*Thnk^Cji4N2*^BX{#z4(L?<4A@^fCfl`Fg zbU0;_zx(bywzzCBF573ZZ14YCjTZFl#5d!n!0 z<9*-mtL{AMvc0do?R%k)g|cVHFNsPbEPrIT0I$@oTGH72`R|Sj0acj)#ki1@&}%bk z=kFV$<@&2XE`%D)xcQYPQ(oWCqll1=+~@Lu#`Zo<0&h@lrb2g;35x}d-s?a;LDF4h z4SozhY+8u1j^ntBWS*2OKRi^_m^^P>AEyIEJg!e@CPv4{$8=BHOEQQ&0s0Rv9mZb;!i98xJPJ=%-~7&OnpMnXfln=;6Qj>3ul+e7nn5v(5pzJAs$j1 zAaXpeSAvybwXceyjp}D1wa|5qGub?AA1V048p7wCvbTRitG6*(HmWk7Jv{R;^P3L+ zl-Pw7;pQhmf{%c7$FmgEYA~bGE+HhLxxq=uQOxqEDP%$+c~gc8b=959b!Xjud<^LY zs=S|!v2uf2()xHNvG>fl6p#6r|0Bsipg>-J$7?FxK=t-u6@8E&dW9ocnS46MVvZ<; zZ(k%6+n&LkGlSY-tPI-fA0+RAAYvai~c|G1E>E72lW3po`e3^MgP-2{m)KM|GzX; zBxkJuwNvPSVRkf32(kwXP-& zv7SNwubqYdfB8k!|3|`#>L=`ao6)WEbX+QfGj*wy{G3~PSVTBYAa0dGyQsmxFB1R0 zsOwf4m2QEjyC^@Qzqe2=STFvsIjJwL9N?2$lREkkj&4C!jArBl55D=u9v zgZW%7gQ@B!x>^QwwG2vE%fPu>ss&sv197!f&eakjB4zI-T#q2NbG1y~BCeKmy@$iO z-ouLuerg53?c0y`DEL#~e6&x&AHw$@1>bZ0(FGLz@HZaq4#SCWKdS6w-+XjY!OvR3 zt8tm9XYVh2c2U7kt>CBY7$2O(F&+wDx^0JZox2wm{45lFu0wn{*CGDNv)ZB`7}%ok zeUXl+-~3TOqOMiX>k;+z&!@1wKQHIgufB-;^S@~5+O&r9&&FjC_7m*oT^{IQq4Y;c ze*Bas`$aUapU?}^Uql$s2xZ$N(!fYaC?ZEfLE7;;O1Z|q!%mxMts;r<*0Ht(HC|1O zcw8U(>MzjwkmpvU`E}X;f->8mc0rgK>WkaP%m3)*;56M8lR9uOFWtpUx5TYnB-jlU zUrp#;5tsxf^bGz66Z)wT)~@yXar_-#4{8DmejIoOBcXpO4Je7Tj_~i1pqI)Tov7_3pP^LEuJl&kv+ z^+dRgf%{}4*U|_L;n@f+Oyn@@;2IMznk;Q`Z3e}1E&s}DwhGr_up<+>pYrw7mTC)K zNzGWBih7)K_J~x*9Fs<+OS4QbU{kYuwOiFCCn`LdWi~W~(gnBW?-@r44SsP?z>WB5 zfP!RF`C@D3v)h8Ho(BBGrDcyv+k*ysi%7eK@jql=)8v2~2c znB@&_Ss1l(MG?qY1|+5Qxd&@Fx@=s7PBV}m=>=p17)(>2um-@5vkU^=CEXot^O9USzAZRYjG%Qn3lYF}?wr|2#))hMy z6@>n@GO&Cz)BwbGby?_lMJF1)s*Q1y6Ojki@K?lE_F(mNQTJB?hc{9 zhul^I8naeiYdtWn$YO`JGe58dfA_|gNy;O>=H(seP=;p%+TqaFJs#=(Z$tI26)T%<# z6ymc%8s_nCi0@iew=-q7mXH3G0v~+9w1rHpP_i659!=}Da$!6H$L4JxdQvzxO<*S- zl_oee|GJK-Qc2m1JiQczhlzkZ1S=h>yuIT?Pb!-^r`D_)DFoz7mfW7_aykT91u|SA zq3QcM6B?RCR;o)Res`VFv%I-0?A@iXi0rx6lzgAx_;JdrE>o{Hfyt%$Oe#U9&<*pn zwqz7#Z@o^etxB420%jY%f*s;&I5^qx4bpA2@|HG<@W7!pM&)0>yr8?R-YQbCLb_q* z>mh=D>Q+>GjR`i+&dkgVt#_47GNmcYZ~2bB3&+#xfn0*x(>z$7xc5nAm*uzrv^Y}U zc;A!CF2PqEm)5Eg>oegit?X!fXeZmPNRGX_I`%3O1Hm05mavD|`W?wmpID6zp`&HM zCYe8jpvOM8>w5~@)QF$NXH%Q#GKImmZ9|J!j9?Msn(C)kM zNiq_JJfh?5MqhtqfzGaLw?<89FK@R-Oo+{GYZ+aJmcYA&*#KGEoA~fbDsu=A>q&{l zAP*Mv(?G97ZhjOUbi({gd=Xq*a6!+wpl3qdVU%5SUF$ql612{@s*RfSMT_tJ*Mf;|TyJP`CwqyVX2>#fY+;Wa8Tw@BpUTSM z&YsI&{;8}>O*cI+Ju=?Em{{)UloXMT+B^{naw5^`+C@4jQ|k?rsL`QK+q=Hf4REMQ z28~*~ax_Z;!%Q1Bm#hIj({}3$(GX-dzHkQD&)OGuRG}lxQ3O^d>2v$|m!Cv5lb?U$ClJ~8N~P=rw|NZx0S8_L zH#}t@`OLTeHQ3UK?Ay2tL_deyLE_iaS(sYCrR>`Q`&oZ;u)+GgYHDkqZ7N15pdk49 z)@pESYo6^phUZw_QuZA}c~e`X0zRVo2sVOGe7SlAXH29dC=0=phMO5(NsfhEw?IdT zGVxI~001W1bQZw(x8l_qe&-6`d)$3i~C!44>(Oj+xdgrnK`w1t~ z5<^Q%!U;H6m3Pk1I*~f9iJaD?U9E}ws3&+2wT0OiKBqQQH5}EFQz#dr>mzilwvD)K z-F+{HY<)YH47g=-P7QBv#C?+jlcA+5A`{)67MVkRbp@CUBEn3Rm%O+-QVpdL! z%nbER47qh^?$pTor$+32=%h=$Hb>}lYD*)4l7YCtRVOjLsWTMq!i{G4o$v=V!<)^8 zcNRWE>g&eeIz^7C)0z4wZ)5M&KWPgy?`@aL|QRk&J2ShZ#b*tMXj%7{2JV0 zq2Q0);bG^F$y4~8K0b`k?N(yn(MmBDt0@se_ldLFFG3$UBjwu`psuww%3~Qn&4^Yo zP}%7ggUf5^5TooJJyQ>?&C1?gUcnqk8=+{w*|&tq62-~iQ@oGj-!3XzBWs(ow^YST z2;5&P1{vD($U}*UOl&tL9Fx)a$}q(VG!si*H9dijZDazQ7=K2=BLau#82nhdAQ&pY z(QokWm6Q9JC@0)=*QycZOju@OyMob)`OYbu?3^m<+ZmYe^I|F6`OH#)qd+8;8G)Tw z!b5a|RoA6z|KwH6>vg16=Zlwtg^^XQAx0D8RmI#LrtTP7+yFwHa+MEKI7oI{!@SCH zUm<@r!}6*aM$xZm)ln>zPuW-S*k^{@tqY8DWQ+BKR$YO);Bd4LDjL*)~QXVZl6>g>u=jZnBfAF z7hxwa>xA`ML-2I>Qg+%fke*=-VMB(HNYIFBz?UyK4d_w^FbG@h1_nDY4KpMd*-<4- z#7JI`ak7W28S?SNPb&M9vMaN<;mbYvO{_x1DS{1VscE>}OG|O?Y#{q}`8~(?y!$=D z_r!fiUoEwQHZ)v5AnYm&XQ>G76RK^N35$WS>z?3+D(Pg%$jN1{L|ib-`03izjF@n> ze=Vv7lY|uJ${B%NEQ~vRB}5f0%v}i0N*w({Gls)n$RurKwBg1)1q+9B+}3h>YnH9v zg}X2a+_$gm-L{)1j%ZDnK&vUf&Za3Y%x*8gu5T~jh|PIsxn0vPmP`7zQM1Hm?P5s@ z)+38SrKYc0OCB7TtqSA`fdn7lob$WKBP zNHrHYz?)P_%6dXE>XlK?Rmd~W0`}gI$p<- z^AZz*79-|?*eF4FyQh+*Iy4ddD}1A_l#0u*j>)$TT1LW%HAaf}CX_5ujhcAG``a3_ zVRIL*3^rtv#ivbd*P+M+6#0&zyZX%SrM5-_!6uSzj%Jz&Yt%}4#u#LL(;XbFBYT{^ z4=nCm{IrJ3AG#-U~i`6oAH(?EtF7mLmxC1yP&ghKmEe&}Vw*GWJ;cB-8q-(4d4?!@v898NN_y;gXb)vICSF9AuZ& zsE11eLrhKuymJDI&i*JPidQL9&;RiP_)c_I3IFu#xNQh!B3@OvZA0W}EDE0i%GmO1 zdClXM&HT~2Q(#X}=z~RKH@u!dUARL|tL_$mo?C{iTO@xC_Z9IDyw20=pO&0at=Vj} zt#xd;b&6|+wlm&VNu&yt>V_h*7xHM0E=%lkVrq6~?dC=x;GEgaAJ%Qb<)doLln~8p zY!cS0d;j@YthYnXzde`qjt1vd)ME^|JhBZ>TRffY$5)`!wdn(6~ zgyB`yu8UL;7$i(y``8DcRCb+xs#<6kMqTghV$=?Emh7c{D`Dz@>ibkV@WQ~~^PL&& zgdM!;saDRNOe=>pcYNSUW!DqSwYT8&LmzM(4iiWQUXwH0r*9>BxN@Y(o%M+3?az>H zhl%Y=lunSK|0XaLFSpf(brzji`-xF|L2+nug!~ zfk)V~1U*>7oEys$boU2c@(43s^I!?pjXy8%g{lOvTY}eZ(iYPHW9)^yhHI85OFn5& z6n3YzZWn+oPy(q=jdvPdP|=PI48 z{nN-x;0brab1}Hs^dRkcX_M=Rzwf~oT1>6u`VJ3U3^H;EVf47(CsJ_hVSIa!Ba*%Y z#}zHx9!cAdh)mg{vBo0G?`=JM<0^4V3gDE4vLzAYRvw{Hy=>;g8W;QZbXF3vD%Wr+Z3T=ymW@p z*s3eoPh`OvZRcNpt)w%Jvkz?lb@dg+Nrt_@_Xx8xY23Q9g zkopANdN2)VyeepVRybW|(D=vc8~`23_ndDu^7-jGDQE6&WdTmHfnAe-{^w{WV;Ov| z;yB5_eVOo+K!lRWr?k+`&5$CM?y@wxG0DT9kqdurT56bNB1TJQ*C9%jl!38>*O{Bz z=Uz3qatwDAL&9_vlWYp0WR;>iyN*Yb6e+5+4yaE-tj^O6RJ|^LuRxCGq5-ZHo-P|g zkCIg9T1f-V!jMwB^pTsd2%EM0OBtEJlvOBY<$|S*4wPc%FJ&D{8J|;1HYT2YtIARm zDP>K!lnm||sa=QoAM6j;wF~r(OGh1nG0x?oMi0lvFY{1Km)fjTL}tFOtc@XtyzI(! zPFFGqHM*(r2XaumLPORVR7C^>Mc`RdX_i^3v+GWlm73hyR4JdT1>U=?brE5qY&~XZXdI#nGsFViN^LK_KtX@Ri=5c?Hbz z({I6HSnn)q1Yd%-w5}%d^6ejr)xHRX$CE7v%Cm004}RM0x+3PY>+tO5Z4=A0j%YG? zmG@_!_;5;!7^asAwlRshLFrz8aD|+nO_7RAoG;ionXXo?*CPZx0Mt=%e4H!-d~6F} zCbUbK)-IRq>6b_fI$&GDeUg9Z`E?{J zmU8A_B3>gw8_CJX>Bk(9lkjkag?d{Nj1|k=na%`bl7WW49J)ZazS3Z~-!wKj;zQV4;WRhQN%sV%NHxTog@pJ@_LoLKU zT0CSW1zYa{#oxf(+Yt!uwRiz#sR_V)nQwM4I;OTMeA%5IQ<6EXFWHbRtF4F&#JE;z zOMG*S*hJfDBBcY!b%aAlKt_J0^YW-XKlvv~k<(0cTnh;+UyEFyQgSoO3M$~?C^KwI zhO?Cg)9aC0wp|3`%w*a$RmFn*5C=;tW!FW6=x9FV zC3484lXcd%J{r{ly@@jM7>3(@3C8fw@U4I4n1yo?8T{V;V*q9I7O~mP(jB6P&Iq8# zC4xjR?qXEZV%E?RaCGqH7ru(L3_E8C&DJCBa-zjD?Q)*0U_i#0)aA^i<;>KSQ_>Q@ zgj4h;yr11jb6>)V#fw#0Fsk}#%~r6%5FVkl=LAkQgiiehe(m@m@k zo+0ab%9jM$5$;Y~O#C6Ed7iMr(-j_G59oH2yOG691cRFy?FLtm2_xetCJDO(d-Hd; zi}THS7_0N$SdnvSLJRpjH#MUbQe2bwcgoF-F!@p`M(pvAJ?wyJfyqkSL;$BqOul7& zmyohJYv+G{ktA{RceY}il)D4txAS+M2ecTfq-D`;xOg2{8+~z2_r>VwO9LiIT}=<; z5Wqv>yOpp!-`(b!6{eAY>6K!+EBGpPTcvQdzRg?jU$3We(!HeD#e1j~(^q=L<)5J2 zH#9LeLrzEFt{>))tgfz$J2joOvG<9wzY16T*H` zflOderfgkiNyE+KfyG;M%cuoVa*MZpOmzxQ?1s!>h9Y|Hf*F$oyzYLW_C1Y>V0cC*tG}O@I*!?sn+mB*6^CF;SS76+Qo8N!xLG<6XAa43!JEmAS!6w z3ggL(+k?#H>RZ`r2o+x>ae#!oGZ*L78kHS$*1v{F?(&XAkMY3ru5H557ew;P@-Db&;mc~5Izwb)Qc<*20x)=FEtmJWcX{{b zF7L}sD$DzB#)W!=%lnKc>-%-{t?x_R`hK~r?;8f!cRSg3OZFwWLv`Ek$Uw9jH>@mw3>@Selqo*fwe#P4MJh*k#~Ce*(WM|6 z1#wREXDdc1H<(k3!Bs|N80pFow6sW|N(uBl5@<-Ec|g#vlD1T$u4u$PR~P63x(sxA zwpVfe<7u6XIL~|{+DZ^=*Hz)o$B~Zv*6=4B7P$%1VAIC#hr#SfW9-C6Pyb zrJo4%dzLayUYWO6;*caxDwcP~W1-~tJ|5x>h;ccfh?CRke;Xoq9+kSi;~bJ&ivfXIv!Kw~#Q}9_L~$$zk^baLI3OIBET|LyqYA z*~fdDc73(JeXz`b{C5#g{dBVGf0H#~8Tlq6zf$k#Ttt$Gbz?gotYH>eYh2i zMAP`cQ7`wCVwtJo&+=a?;xX%4jkD`Av;05d-(|m8#Adl!{)@%X)L4;poS)aYM$}u8 zj=@=*B`q^`6td!%ieV{a7>}>`Ph%!FE6j>tESghetzot>m1TWcOxLOfPTJ|s;!#t6 zGsAY;c^P!?z!AgL__=Dqa-`>I%GhVWbjIC8rZQCKz;b*)TkSPge7V;v)wC~-r7Ix0C_EmLE5dJDC( z+uLT0mAb-i^p z@cKonL*^tM!nDR9xkQ6CGt_C-=E*Qv4mGA%ZLWmX5D$rjL-R>E)In;JFz!zy7%!Yg&_wwI^nT`tDwUv^O_V>fkyy-NGC}?_ ze>%ZhPddS2Nhb(4uvlC&<2mUB<5Q;-tRbCXDj`RA)FQTp{Jzzy>%S2u6x5$ap%H(-u-nw`vu&P~NJU zdP+YH-|C&MrWpdtm?Qg$9U&l>w;E<>T)(LpmSfEjL>PFA zh`~ZoOlXEvfU{^Am`%QMH4?p({HR9X8u8SH{hfq>sn3T|25Pv3YU{FSC= z-|bE4*P5C=`ck;**G!Ex4;%O?C%H%s>&F`rZwp1O*_oRj;!xGNSA`DO?3%VTIsZ_` zt+J`Pgt}rdhCOl3df%7^G=;gXSG9&6zmg{w{!;eMF0H2-rsSItdf?e7s>XH-%@-UZ zw+fH7xv@hvzFF^ILDBO=Kg;7m1rqb;E7totPD|K~=ZAh)0;uN}@5*NZy^rTodeSy| z{;RJtL*lF9h8s3oTF!y6=X>#rlQ>Dj>lki({BIs|@OlP!5m|und6f|85sYE%2GmM? zwYyHM*zXb?;lx+nB}B;*k`68*Q2V=vBzsNp?3Q}(|9C)9f#abU%tuBsEk0KPmJ4SG zr`5u*(49murXUqG6Na|ZYdmOiQ|VI=$!CEqPA4s-@T^CMRcv5Ghm*?s12{1>UK(r= zNM9lH?~>B4r<`F&iCs@Q>pY7KjPCRN5Q{FVrDx8SjZlo2T2OVo>9LSmWlwzbL6z^B zKxH0++v4u4c3dlL{#X0SM(+&`X~z9tQPuRAlB%wgs;;MDVUtuf(&Jhmv>3QT@;M>p z=(f$Dr)|D#8?ux(=o0Xza$W6do-fUVJ$6$gp|w*8XIHW!c4LWVSxUyAW(OG)0x6x!muUt{x~6EH67@nME3WO^p0D@?hk9K@)N800^%^=U>NRxwsModq zsMjxy;bcEQ>c!?x>Yzfsl%QVzT-1wQVwMeb%C$tju3^tSC)CT|iB~gGt(|m!ZVKu( zd~(#wp9l470Qn*;;`4lm6LDsfUes$T^Ut?0);LNv@n`w9{V{+i4@HLWab>b1!X)->EP!-F*qv!>B* zO~V3inGV4%5Pbl%?t)v53f%Jh!7UkL%%|F1`KqBkBQTdwGsm!yW1!dm{xV6C_h)&lhs{k8_6t6g+$- zsHJ;BE#BV}z93{mg3UFPaFwRe{lZ%kJom$fwBRmJV+Cp{2A>wX0=4SG$kf2Qp)H;p zUFsSFc#n-Rt_Zh?I|rz_in@ceBy^adR$TGU64cs5j`)Q^Epk=ZmnhVkdxBA+dqw_oZb=WSx@vzPkhXE4p#OBstAn&|cd{g~fgL?-&6 zSu$2cw_oZ{(tT~{cFYY^yS<1%Xkz>p-+rmTPM({+)E{N3@hohklw-7r@aO6xnH9+= zMc!Ygyt9}3SIB+2$a_^K?>dq9ddfR{Dchf#=IuplQV4aa|7O-&zr6@Qh>W&lm-^Sj z`BS8D`8RF9Qyp)(4qwFp?d{s)7s?^D=PJG{_#Zlwff&f)NVMQv5;hDo_-$2Zb4_SV|tE zlimkEnIfLo$C~m zL$K5aqPVBH5B^X^V9k7b+Y`z-&n=L}2{g}*l3IL@!rm2mDGUgE%ftqb%Z@1_=Ece6 zFbZJ1s4<8LA(?!KrQ|{)@w$-0zS9T18q;eQplXch_}9rh;k6)Cd*2tyCXG8LNl6`p z!mGwyD@6iaHQA{0r_MLAB)h4ZB>yiYsU0b)`D$d?OPN@~qi?1YFDvR04@rW!n3=#4z?x?SZ=`n`$ znzvRN$^AZBB*MR&NGgLST{>ZWP**e}yh!uQ)HpVcm#Ni4g$S-fk331M`gnI62r3)W zo)6xsA?=5O;7a%W<`*5V6eF(UO)#&5xrQ8v*O(Y7Hm=6(L%bn57q7xr!+Fio8N?xf1C$<1>5q5Ileoq{wtJFcn#kVqzVa@lr@#As zCw)dE^Lb=X$X(=527kmVl|CMc$qk;F!eItS4)|t9-0tcP_F!xi@KhumvCtljT}q9I z?tPefM>s-c`bzA|OBqCvg^cwKvXnHuh^^*w}=N0pUp4OxN=|DA#pl8dicfb2`MonJ z#tH*9?9QO%R3ay5FoTkLXHYB>#=SEr`TowJcyIV z!a0Ya|DU~g53=hj?*-Rd`*HR;`<(9Gt(MhR%dqyQF-JxU4anV!?K{zGEXhI;J3wx6 zXHqpx6;coO*f^$bU%|!&0$chsyiA+SIB;sN~0Raj&K{hfL;0p>- zf&eE`5f>4}LgU}>TYI0=FF&w(-AJnHv!83P$G5)qt?%*sqTcBfarz`OeIkx{g6R`i zHT9byM54!-K2qiQnW`N7=@W7KELzjUzH1Iuy(Ts6oj$NR94ce!Lfn<7XZpab zN)VtB(MTDHFpXK8V$+5_7=$=pxS180elZ_8*m*=#J@?k&08Z| zOYfUBw`Lz$QPf&7tch@uQh=HvM)zCu1V1;X#BDI!LF#Ud)~MC$1k)Oy`O>4R!+;AS zKd0X0+Hq&U@Tkhp7w~kEV3F9?uLN$@7`_9OJ;43*X6bjU3H#ITWFKDvo4rZ_6igP5 zY8TDyS^_s)*(dx( zr?bzE@(?uM$UZ686<}ilR18=g1x#3F9<3b6kQAJi z6?eLILKfEo8RmL66gfIU2yVDDsby@nECXw$LTdz9eoPjlRl?xg#^;z9;FJW(nLmCx z&3Td|EXkP?y2<3eZDe#A61-MqzjmP;5=B?yj(y}&0{$nMyNOMpa0CPF6PMGp;$-lp zv1tVo<}xWy^lHc*o$)bZCQ-I#f(#0;~K2(f^` zA8#9ApVfN$?AX!XJ`+!&y4&?B=`)XYrERT3w;${2v*EJOlq78)lMJ_W`>MivFn}94 za=G_KtvplFU5)Y$a-b}DFHvP`cDal@a+CGi}s&k|Ap@0(MSDfmGqzS{TD3Ie>u~= z(tX<2`cp!h>@FwvbgY{@s%)16JOkffC3zv`r;9VdC4okGJh}#d))9vdc?OQ{|EkJn zCd5-VrN2Y57~rO4o=i&@Qh2~Jpkb^afT9-Q5PXCF9RiHg5=5N31VGSnwv9ajp;Ca; z0?@csU_^wu6ij3R&i$T*W*NXb43nfxV=cMtEs;Ohuo`Q`o8{@Ajr@bC6p%WueQwq8g{d+IfJdqH8m2ac zC!fRgiO7pT#$#gO>rk`hj9?jQOx+wC_@NLc`Pum2@Szbf&>-~pDIZ#bVt5aAt?Z*ovz{8u0ec^ z@bw|#>$Ojy)SD39c=H*D<&c(fIj9AVW4{Ijh7yp`DIkv>)>XIxacQ*V#SYyGGmCmy z%rW9nfQrn6hQnJxqGT6lpMC|F0OS(S{t;L+zwt&J0&d7^w@Z68B1s@4h`IMe{4a0l zakC$;TkZ+8oSAn+_w9V#9DrQ-cux2@N&HNdIUK@jyjR;0URftl9WyS~y63Oq2YO5} zRrX?f95=ph+E@1dO{*c!&9OUrT#Nfw;oy`3)gOvYutUR_|9CJ}=ur>DWZd4*KBOF^ z)Q>Fps{u*>*Mv(ao~;EfO&hgLF24m!N(dByrd(lm#wm83WKLv-*gsq2{(xV|K50?l zAtQlo2Tc*Wp^d#bCOyS521g+Jjr4ccgMNctJ*OXhNC`@i4|j~$8XqmBSDM3S!mN_) z7;WKhqgJ~H_xoBZhUEufM4?-&4jXs_ z=rU0YrC|9U9NvC?#A(H(cp!}jCmjFxZh zM&s5^JyrN_-O0YZ2}Kg%_L^)byZu^e%{r(9=5;=MQn$@+En7M%1qlCaLAKLb?bdX% z&%aUXvMWGc5Hi(U7kmhHnMMas2OXppFlDiH&zxOs5uo6}n(W>;%%za^b2~!B$DT@X z`y6GzzrL88-XoMrx&ZCm{=h8S@x`G!#{&j@k^CS^{a!U|1nIFS>5R_`jw~D0E>Yi< z{mzJZYj7tsT!ypyshM~;f|>}?l36-I3ce9{?voEIw+zWMnB$S}XN$hy763Jubg~a$ zfk#)#8*Ofq=D)!`bNve9#bUu)AFj(jxH{LewKN-AMz&(1q>w|hINy|Ju6;VQSyd@L zA`q`F?ah<@yzdAF{xCcMg z_5RQ@zmrZ6`0i?WmK3DtS5 zTLF3LPv*T8S`7wNz%k8!sj#+BfEq&$HJeS)$+%yPiaXescmB| zLxUoU+wID;MZ3rT`@@Pgayt7Kt1`MEvKaPYqeK?#P3%Ef!A0Lu0DnM$zvVlrM;lDP z7YXeA?yy``jxvn?DB@ZBWky*=WyS-STkX#B^s(~v44j^`a~m12W;@yUHd5742r6J9 zyPPulm%2`Pk^x|>b`J&}f{x1+o;Hx;wL2Mfs%vL8{M)rV*K=*Z0na*TIz<;bK~r|p zz1SCAMUDm&!7d}m$AgLBoR;IW!9;L|$LCdW#+*-sJ;tBm?ZaU1j~TXGce2l-p$FLR z1KRh>VV)k=z8id>m8a5Yh!{uD_&(dE%kJ5)3y;26_miex_RS%#4u^W$E0W8Ro+}UP zj*Tj`V(m@^JE8!Et>23?cB(^i%=Mz9bcZlK#&=>Hl?8hs>@Jix$Z^b+x{qxWeP+9F!(z+#K`22mS9U{4NW1ifjS-9Zt$+N>R= zh=uM<*vY^b8R<2c3OAb8jtY5OXI0sx>N>Axwo88%`N`ezsuu{s48-7 z&!_Zx$MM+tl)mlZO0#altn*io>hmecGo-M6d@c9N_kHvs<(k>wzLcPzVcA({!Xk7& zy@ENf%-K-pbtv*Wd*y(UUfFNtp3HUvO`~=@cTp zyu}7SmGJR-od~t+oIYfWe!P81BiBZ%f=;PUc4jou|C$m zkAtd@HH`tnJA~y2vv`Lv>0nm3a>Fd0>$_F6TMZZUup4HotNy$NAF8h6lgas15{7zP z#IQeZpHHbH!SUMjsc0>F`Zj2rTcisDB!*b5Z&h#WXKg7w-)(~J;?*NDHV*$BnOIWD zib2O`3@_;FM2pPPKY2vCzU<$wDU%XbTSq29hlaEWd(sp~u7T*v&_*4nr;vPC{i3X9 z+1G~!7{=T;c|qTX+*MwO7yCpWf?>4@u&c3FTE8c07ThXCw-+61EG?Vmc z#w$s!zAsOl$u+a`;yB1PRRA~+MG>JnI#P0;xG2|5&3j*UCHC9r?v+~3)T*`al_V#6 zd1+O6J(bwnhUFkz4sxZ#waG+~2;h0d1Ye+97|do4JwhE(0JSVqitb-VKy&_%G7YEg zNG^OHW`|k5|=>5CHLhtx} zW_sUyeh$5VGAcEv9`}*jq`+x6bNGuY`@+wQ?v*%AO1#RNI2+69u7?E%N~hsY_Wr9G zO&?WyL}s7}o!;Jgg~n{Sa6xPo#%0@ms`uK~91GI)wAo6ysOfWhYr!AMQjl%W4ew7s zS=(mS`c|-v*wQZ7@H`^{yR3MJlc0RARcAq;EbZoG#Y0~VG|CMW?`ajWJ zC5aA`&USYJN0yd@lfgEt+_LRc+tQCAOmyb{B9Qyc22CaR)?Crz&Wf?dIAA(q*SZFWn7icP(G?JfO^E6q{bLG8WLBqCOD7$*&=CA#Qk-+Lwzho!78nb z7X^ca_Fy15CQfC?F5^t%6w3Z|(k4is*+PyNvjaATQK0Y=y-D2VT6rvPr#z3v^{8$e zc}PbJM9k72Vnds5hDEzX(qWQTE1QPwzrGwFv`~iEaWpEbn~>_5c9|HDNE9jEI_RVj zMm9~wsdlWxW_EMdoL50|J`F5$Hu6jUBWpyt&FVG+gd4XcQHjrKgSyAeY13k}B-)tG zifsd#4VmVq4?k-Gv}o(daFb+TSXn)l%X^Wn6Zq!w3o70GI7F{&(R5r6#uvT#*FJPrQONXBTUb($FAaUim;pVef z8xniORwfq5ext|pSF)v_#NOs6q2eu)apuO-5r@Ppaomsn^-1L-$>VdomVVx00|E7m z#r5hY*zp@}bL~J<)=)26GhNke|I^iMkCtU`MoZmxYpKJbo;u9v4wLfY`X1m8X8-ik zLW@ng*WkgeRW`FWm5rAiW&gTbs&OWeq+Vx~-_o+}**jNA10<2#$)JdZhl^Qtq2hZ= zH^|A((hq9_UvHCg!C1Dro!WotL4zJR9dz@x1}n{DP&^tLm?K7d;V}I*g%|*QW5evW zV*ZD10Ig{DudC6!rjy8atWKFplW2K|~RPBRuHw2clx^}GV+77^^5VpdI<{;l#|Lc2X* zo(91-$9>vrsuQNQSECGd6J%*PFzOO6IHdqzgdItjYvag9sr2F=Y6Re5t~?JhZ8L2O zruo?^KHBIDs8jFK9ZJP}5LOTfau~SPv_bZAyzr!l5;gG9i7W(DCJ1EP8fcrI*S7P@ zKxwiI(E;^YOjp~;Gu`?erb-sSBILxjq%vAOdmtlEI@W<2j5PW%oejXx4`Jji) zP(67W{U`zmwQmmADK95{A}tUamVmaKOp{8dA+x;$d?px@2jv8rc!AYg+dPslWiSlf z+b)4ZmqfTN%$oDolQV}LSeP*>H5#s#AO2j2OgJAgHxuN%A4i1?`cIa zuN5&f#-bIN1KMX;Qd>kqGOVfD!8n7WE~H!scwgRdkQut2A4=ypkb0KMdX?~tIv2L= zyDR5DhLna4sk6keFvhQRx9YVo%Lh_*WJgE7gmIsOSUQm-#dU7JceL>jewS|@>0)&!;)1zD;>xd}Q zwx&~Jnv1Uw3tt(iN&QPLI;t6Zb%x@zor@za6U6GNBJ{}@yH4wpKoLt%w23(ogOw&^ z*wHHKg*Mw=V(*(&62E%S9_{(7E>i>!`xJrQQYG#2)0SF}Vwu_w2FbsUO(Z&ovzorV zqN9RSxqQqaU!4F3T62ZDCZ|93+MHCjhIE>7b8YKu%}q!K0a2HJ|2NX>5>nG`ujcqW z(IkaeV87sW9=ZNJrVARrfk+;mNtFmJCZ;MCmnW`C9nbao)Fu{U-z>-Fg0B}tuSj=HY99zCB|NHvGcY#bXn zP{b1rVVB3Uk^SYXC|-`0vdeKTeyUq+=$?G^Yl`iI=4iVO-KWRL&Et6BGvl02<2XFyJ$g^!If%f<_x7F3tp@zOS-`DTT0!?oxNn7Youu^#Zjc{wYQE!2_J|?eLg?T4#L2ITd-9=3Cq5h`97U>>pw#rPZ^?Ah zmY$9V2`V5FYinLVQlJk2mI=_Q%_AbL;VrX+`3M4=ydG*ABlwq)n9m;idWAR+bqpQ1 z^8kA5kMDS0i>U;3CoS~#;X2~4Yil;NVxl(bPEm*Ey9PBbw#w@^3BLT4Pf7wXt+#9n zcQ^xG$4%F_vE&^sR7C-(+j$xWBRI`EX$Vj<-?O(5P%^&S<<%ty(ieW4X(~JCXa<*SA6z zGHU=(Q{$%p;_DtTGoF3!WTSHO&&vCuXk$%pZ|SnPRBvyop5CIr^ql^(LH5D_g0>Y( zwnxh8w-NasIEH~RDab7SsXO;)Usvv&;@91gzxujzyU~JsUiRap+7rKV`hOa#ePZY7 zpFOJW4uDYYX`J^^ZFTOc_V!;t{X$V~)nCtrY7hMS=`Pjoe8*|!j-rO3+AsTLyhpUx zCYRbFIP6n2?&hs7YCc)>wTvzcuw9H?W5e7O$zfMmmjo>$IyFTeO)4c|{&W#h;aUyall z57#leYOh>}6#{Bk_c%*|X#)esv6m4$=r0}UUIHPY%OYuAcE|NrXJ=ks?iN9I60)0p z-&Ub}&E8zsKF@Xcc~w52iav8xrN17R=Jg}Go9fzo*cklHW@?7^-eK8?Fn&&#!_^}( zu2z?N^gz8@-QZ(7uPb5!UEl_da=%%vZfI%Q?8O2>LE$_GKd4KraOlkx2L%=Y@pg#c zvT^n|L)f!krEU~=Daec2dza$tyS3DAM$fID@Th;ijB#s zu|{Rl2X)oO+uJlWjDotBu4y~3Q>YtuA&hqOwF@8W)j3r;hlPy0TFqBOV( zHGS;V$tuupSlW93<^JP*9=i)W|GNk0eD@~VEu5uK+rjFy2dh9rT$|3h+1jmLT^hE# zd-0~;`rULs4fgsmuS@h^_9uhfAk?!DF3FRg=Z3BEmu<4m*0xCkoX4wn(Nm*SM54fy zxj;;Mz4a=^O3M^D8wo1TaWyMcsT;CH1(O7ESmryVM(7j6jQ7YH_F?Db^$Wc_Lya&A za1}#>E(Y+{5Z6rD)7L?xg@bE~CKgnfrHYn>!3-Dm9KgPk6ddX~h7_d$%g|-YtO!%c zD>q>-^gt_A8*`sa-s+EsZ{aCT`|nsZ;8Hx#m_tG1n-QZ$bangwA?>D=bq~J!1&T=Xr2a#l%ZrhS(-SyMJ1?5iNeAJY({y zon`y^pOy-k`|_N9l}x8D4l5PMTKxBpK}qb&$F^CfS&=ZM^nsoGhb#14qL%?=CL2%D%i)ti<_ptMM~3V^`woH8@#8Z8456 zn|XKfBCG5xI>i+@f3elh@{XOcSKx&!ags9#7DvU*yNj3HS&ZIUyp#yyW0(WBHUpdX z%$-Gu9CsFY4$TyBPU^D*Gj{^39$6t%UQX?$w$F~rYXbx|Ut^I^B765tf!Ovw zo6Oui|7ku;g1z>_A9Ly`=RYWwWvc=nYzNl1V= z>fd*FMVdGVX^!zuy3f80FT4sTAWccH+}d}yB!j3(6ITaGJ4|l8&$jW}t8uc7U4WzE zeRo%+iSy-F<7Z@_U5TgH;A92o5sog~cXvgaIDau?mT_eF*(>nEl{m>Iwit)SzPpQ; z>@7z37B6L522Y#&K%4va3T^HKZSLD!)b=6|25EC2Xmj6Qq0N1u&3$`?Hur%x_w6m3 zdyCfIVvvQBHt)7W`%2o}w-*^eNSnOuX;WSsV5SI9n|JRkX>;G+BHCNh=H2^B+C(Mx z7A?L*+Pqt6^X?+#w@I6K3vE6%WV}Y&znPU+?GwA*2pBn1Djm{j@en`S6`b8y7C3dr8gY18itu*6@H8kQtsoL5C##=PIL!s!+~=dib9!wXpr7SOFNX;V78fc0pifs^_Iv4+ge0j#0o|m zV6&6G`?XZp%O|vCV2n~5W$#+KT&f}{6c;d)P#IXA5mzuw+e7Gd

aj{=@>zdY1_}PCN%M}K+&(|A1PY;7e@<#Dr~B7XSq4IHNCy%MwG3-+z{U0IW^lmS~0tQd4<%&vq5 z73%3E`{;Gjlkqe6BtDFRullU!A8%5r{v0|zO6T0@8H#SjQyGIq#vtq>8M?>*;_s{d zfWW=<2hAP&*9`WCr-BkZ3M!ZEk6hP9>RN8}vX5PrYrlyU*SZiuh;1ZMl;A7 z@5E!WFAjM3Knb!NMqN;8I?8(3J>cX4L2eE6zQIcb=Kd3kxw0tnz&a1_K!LgQrY1vh zR7DrMX7;_yk!~G3v=GPID*QmV*v!6F0Odx&cxqyERBdyeZP8Icd%!*#CHlB7TB=NX zY>7tFE$FH2n^^LY^*8k!G6|!x#J!^<5E@9cml)|XSWN|}1c9`2FUe`Mg@|jI!QH^O za*Md%+$h>#8k0Wq+QM5}nEsD>q_!7H2e^RPs>u<3cm%~q``jcn_aH_z-AI3R?};O? z@tvLwfMRpJVZA5--Yn2GrfuFt97q>tzx4*9EO_q5Y+Ma7`W5}`1gfYS;=EaC@pWk6 zb~X_JOAo~tp}^W@Wr9Q7KT%@aX)%F&9~YHqiHcXu1NAb*f1u+sQTJ7S`@Q*cN@7k(4r;1Bgqb8zmdJWnGx7 zn%}rRfGJR6_5=h6iDYU80(@el?1Rh2n@=>c0b^)+SLTh(=Gz0G?RzGW;Rp~C+B+UW zIh&X)nT{3og~rE}`1VKzbXl7{v{EWRx5W!Ez|OumgpC-U)cx(z6Tt2#G4c|&j9=ZcPdMxlC&AOHDCSexDy8te6xX0Euix8kv z3Iwl0KR$`|mcY`t@?_BQ6Oqn*aG4BB8?RSTAJbmNdMuz;SXy^`KoyGAQ2X9dHp;%Y zf}6^Nbdh}g3ahez_8j(gejMH;K7~Qs+`#IU1JX8cg`<7YHd`bPIe_W2dO~cnfc!N* zI4lw)0MthOG_v0q6#8B(Y@6o(BJ>mTnmiURsx-^1 zN|GtjrOB&u23i?4Y55GhL|H#xUZf+!Ck`aseFj(LLBdgIF(~%D*-MS_MY2BoB*buUT`m%_< z|EiD;A5taR2&3ZHOaAQ@tcOgOY#1VWV^4%+uvS`hz)XVc zy368(MoSiFgvA-p;!MfnW=*I}yjzDD&PpMmVsV5-j%Kkq@r3Qt>V8hIE{ii{ab^~a zGoHl>v6d{3t@A9-coyfQMY{Cb!{WZ-N$Pdw$}cR=%wciHvp7?+II{?g3+A)9ny|RU zvpByT|3NNZ;Gt)!*D&UkEbhI9xL!y8*1|0A6^GxJ#7tVL&tE9D#(7m&q; zu+C>ief^f*^C3r=OS* z_(i*@5cp`mh!D8e%Ya72Jul^b?$yP(*AU}g%NzHaU8`Qb*Q!^qta_~;t6q%bu(ayMwgszRA7+PG^};E^!nw}& zA(0pWy ziyEGv0S(W88!&zUkv2Ge&w7K?_cR-vK5<)IV1v_|yTRce#Omz6OX=uS5F)rgTxa{K z4*=0%`@mVxRIxWeLT|}(S*4P_xI22*yQA#scSi&BcSi%&?kIcyyCc%M)!Dt5N=zkF zh{eRpSAM)zIo`@sIu}b!1wY;ww^kRoRxkY4>g>E3A;i`(j%0dogI1X!P(P{+$PWQ7dQphDC`7z4Lc}+JVnW2p#f69y`Lh)wJ_&~RrIO*T6^4h2 z5|;4r7o~$AxpeT&=Pez4?Rjf05Oev{rMHk7uwdk6GFx|%3N&E9I(;8Qj^hGC;+qJ12F4|=0lF9mZUdocpUr&aPUKcRcj#S4sT7#En@#^W^B>6<-;30 zlCnr6+r%?Pa5kS`1ZVSyir{RDfKjg^IP0?`IGa5YoOOwpZ2pKMIMeysjC6JcXIg19 zdLuX!(Pku-HY0h~5uC#E=7({D){M}a0D{X7%#%S3GBA?0M^a1R)|A}Rl9d8v;K5H7 z6VS-fV&R}BRTm|cixSEYDWQD(M<}6mWfVa^E7BJ-B$WHrg{GJIj7eq?;v^-^9#bTK zq9q<{l@l#2XM5NoRM86`Uz+@s$v5dwnSAr@9{I-1l5f&yE8qx})UD<}B&@{Cf6TBF zKYtNc;%5m~;^kdfiJ!j+D{)bZ_>o8v|MIg7EAjF`{rp8(i68&6|1UpoSc!|_HWyvd ze#*mbYR@vMn3zozxiV zbg~CWA+MsVv(NFcXD^QIoRa!t(qtc4QPcn|j7>x2l-s@gVU?XPXc{GRc+XXks%@No zT%L@ac6B>=MyghBnSVEY|`|0!>ae8I<4UW+imS9qlRd#KJ|E znT30bl&sDu^qlS~wfiiy3s%pg)ykcbPk~_>Y4ka{l6|!Mn0CAFkjElt+@3pTJ1F1KL)Dpf+MO)VFoE3uJ9^KK-BG=l*KERU%d|S!dO)vtpfr@*PV?##+DR$2e2g;7dNi%DT=o=2yw)=2scY z>-fp$?RR%cuRH@BvuKZ&3Bl>%qLa}7f!5lwbe?>w?EL9gST+mx7%%UN|%|+m%?M2j) zNZKt$+`-l~`+P0OoYBY`sBQNmqmODn7Te*|BJ)*LAjb}&ybM}=>$$ML? z)iIyjtkpIT>V+}~w^pmaL6V9VEM04D3rRAxdraGCq*I76hpcxk8%v@&Y692T7BqIp zwERAW`8vXJI_-*LP<1_aTumWVB_msOyo=rYCrROHf^?{g`}Hx z+r*l5^1#FBu0p)9kQQ6}{0zlh*Q}OC;*OqMux7yIA*(OU9#LwWs7=%MBcNT`ekis> zIZ8Ttzm0pcjo3J615zeH?jA`cl{742Cb>Da4SH&uN}u-IeqUP_5v*^8K8;{`uL!E@ zGFjwxtpKyPkDN!+)z{#1m&Y#5YqpPlD=F6-lIkN#b0P?Ulp5I=R?fYRbf1ujg6)7U z=tuI27z|jIDZRx)gf1$YHWM}K5G4v)b8QQx(r|5R=3DN;09gu^JEKU4+8tG$?Cw6> z;-;5*T(So)w=H*?r;nAVXK|XH+h|*Eci3Tqp6q)YF`?I$)+*l@(hnfu0|AKiL{NIP zx7=Y~In{IJD6c%;bLFhTmFci^UInscX}R5eYH#l~+gfQJ3?|GyfgGR2p4T6r4kpa~ zJU*|2v)CD*GX89L_|)suxQ9HG0jAm2YIi7;DNm(&`Or(4f4vwSRdx`2(v~}AIz^D3 z`DHr@jYPi}!UiQ`3L5${Pv$OdQ}J;KvhS?Mh_i%#ruqyZ7xDbsmUE?!ipHE!!S;?j`?*I{_Q99fx*P3q_3iJyY}VPK)rwXnYV!NCZ~n4; zKOe!Tvivgq4CPDlvm(C)KQvnqelQ~YhWDJ@pm-CSmu+Dq)P&FqV^69&8d z)7^Z_5fiD$Qh7|7k+L1ij#QcFX{p+ctwO*C^7nTBqJ%SAc*47fefmX6yQb+UiE7LTnh68v0KyqMfq zOvi620y_Y?H_0244DeT;dUJS7r&xkrOw)y%3yUFJA{@Vo{#qhzehFB79?-y(Cw7S& z>g3C8;QF`bIa&TqTZ>DXgr!DLpL_+sdMPte$3BG^m|0AJ{1qFvK z64++hoFcX%lQQ>Uf|q$n69XyT`j%VEBFW zL~xTFy>-IeDrMTG*|(ROb#^#hXNNJ2?6WsPk~8bMbhA+H4cE5<_nH0w zuH3Qx|E@S$nAnGu6W{Fg){)gpkv^3Finuw)**{0Ay#&2>3530=BJeGEQh`ohPRFoQmnE=IdcyvV;3|#Sd7a=DZ3;ZL>YU1V6Xr4GBmn`9!RTm9Q)8qL~zZ6YR=QMrTF0)O0 z>0(W{9cjO>`Ka`~?GoK^r*~|#4^XK)Ts3e-K7f2)k=q@Po7<7Kmi+~3Y^Oha9fas7 zE7pFOXYIRiyUTi^wiQ8ITqqLyHbC*49elAUS{tHvZ3_1W!B%?T*fC*yENSJkay}qU zDg-aRbp$JPAX=Pq$S{CSKb}kc_%8M1eF@!+ZJhmGfh$?n;Gyn_LgUbUAxCt{{1IKc z@Q7Zr_=vLOPU()Xc~eF-@gwTaVg+O}w2^92{p{s7$Ugr@8@UFE^7#lSHK|UEc~@n^Y52-vpw*X?F5V z(l^q!Lxm2OzYsYkH;}C}y%%MI#Ac$p$RkJtq!{?Ag_isB?6)VgKfg-Ww1hLSZQ29K zUym6@^nFOQE4`P;2 zLDMxLJSepdzxU<75bca@P_{E+JAE$gjP6oMYs{T4Gyxm~*}RYiCZ4Y}i$wOg!4wQl z4J^Ub+%_TI;abNw*;5_ckX=e_6B|yALjhWIWB6(vLIz2DZJt=2huEa3siKJv$I8Ho z(sb<(m}uLKx@j6vJ0obg=OT$HgpA`jj!Z&Hs1HThi z*8r<)w#_QrU|pAs6a$)svOwfckkye7l{{fN^ij(xa~8F7H(htvbdal?I}m0iZ3-G+ zlg4xO8a74{1$f>2WI=ZaMK_)*0$+!u#}_k(vl4^rAV1qCCgGdp2d!R%XtH%v;Cvmo z+wU#l3kFZHe0kt~Q4 zdtj(dNWEgpY&=E12dgscTu46r3sC30t_Z?)IJgdzgIlq@0gli%XF^$pmz_#wzmR(x6^_6C9B0weB&>p2ny=}JSfqa@ukEd3> zoAOwc9w8&SwGD-x46RmBsn)rRU=)OWy8Lj;%?Us6znt3o%HW*Ao&<;Hnh7qQ@Zqp^ z=(wuq^i}FTSX4u&HeRJ>yt3vNo1*u&i!$Vtg06%VbmBnd6VB z?9VnpXM?=Jx4jVu)1?n0)jhW7p;p@*(|Lg30lZe z1Oe2b8%pqV9b8~j=$wUzqIyssm$$^Wdu?Qs)CJ(7;4L7h!1-yAcJ&-JEU+lSD~bEv z?x^E+AF$Iy&(M}_h?1<`LG~Gb8*j=>SOWJ%(8gzOPc&6zzhZXlv!l4F_3sE%?} z6A+jm!fOUXg~N8imq)>ug5_cWPpPQitzlTfqDKn5U85^AtS$pIH=%YJ#}j`BX_p!t z2xOxW7Ib%t>>#%S^rIp}%@aEy8sf~W^090MrCgxdgL-|-G_mUno?2IDy8V`tY$0R8 z$Q`b;L&7hHXn2x|nSJGDpqC*zbNjUnQ6H4pqZH;2=v<2r!G2u?rI$dD18cNG_1I01hdr6Xt z!-J6SNJ5*TTY-=1>=Uo13+0%aQ&RNRDZv%R1(9@{eJmj{(^my)uNthbuB6b7`V z63~_iWWcS3JbNpQPo4`>Uw}bcgQ*7QN&l%;P`$ww$J1=l4~=`!Hb-@ymaRRaMRpF{ zs!raNj!CG0u$^MaHl!vFhV69INTI_WR!6ce(W9XHQFOD$rc7Bqsj(^37^9}u?!X^B z!abW7!$5*qj#PN``a+$nT++bAt?snyx(H>W6cNcNP8$m$pwv3ZGZM%?iF z$s-E>gheBJ&xrV&^TFZr!L=QmiZlafKIb=4M|9~!R`PQ0@3fa^-~wLIOL~Z)6!cw# zPojl>7oKz3(f?ee5G}p0Me5ZasrXu?5UvUs_e7QU!7EVMV@3)+X^M2JNZ7N<^|Uc_ zM|0fR)F%-S+Hn6&`SltJM-&WD`^AVAxzecY{V^y6lBFiAK_Ak1%mzY`@@;Mf0*v>a zYoQ02ch`p?P|D(txFj3fZ_9pdO1~z)UqN#4Pi0SH=zOOFp~iKA^8s+NnIjX#(6o?TKl%S}WhCPp9}{u2w(quL(ct$IUUuU1WEsq7Deh z%~9>O-H0SPg6f!xp0dYZ#Z?1rB5FhJPQ@NInN{YT`MBXsA@Z;tN8@eYxfvUgGhLdK(yxE4RXj^^&F9Sx0?O;gH#&L#Q zK^2A(69gpB(f;jHtF!a#K+{~6Lygp zIgMJ_%AtEfZKLd7PLDOhYFAn9j(r*<)#eizlrc^dl#IFf{-zDG^XsgpXOrv)LU-4v z{eqoq+mya*%CcGW0)3Q{7W>6t#ohktN9MU9M6ymwTz%IKf##pyTRmO~QI8iwjf#g- zmZVfjS#rS3k}#4%W&)E-^Q3gA2*hH>dWuNNCq(dUMmD5KnW6(46e;2Dr9}Nzij+f8 zZ46N@Dgw-tpYr{oQY+qsrQGQCMSW7AKKcg9v{$xI6jw%|54gW5wer2|WW`aRRGsYm z*OL0Q$m$&Yev~F8l?GmElGqf=84{dLNK{EB-zJ<%iHsXm3q@f2WebdxoU>p-((gdf7ow8^YVk>olrahU=JP z?3y_H%F7^!9VY{7aV1#|cLM8~1r&bUKA-d%BO)oQgTF6z!~Z<~{k z{_oywkkhB`$%w(7rxpBSpFHvx49z89{Z&d`yr(JS>BQ$homr!Co}R+_7`i3<4gq_WF^Le zxVzr*HPm%^%0zC5VrV;C9aQ23p|p<2*}=7x9Py!W;Wp7f?_|ujnT6Umt7S1;W~5~% zr4Cd;7dp1aI76Ca0-J2v!eH4pOkB$CG_2Q*apC5X9G1v*3-H9+=E<<2OZ{|Iv?%lR zWAOxlhnSjFPFoeAxdI|OH0iShT@;(v$&G{!XQ82^^ae)EyYzE49q%ZCRa7A;78_ghJgPw>7@?ZdCJ3WA zNhKJ8FC-gVj7^YHv4%lWwPxboN6BfzjjbBlQEnt4HM9YiC`WKYup`5Q)N-fcP3D~= zbK^Z9u@9W07X`4C*_RvGWjvGL4O@#yEH)dp}q_{!!+7Z0V^8$ zo&DvcHL#e#u|IZM_6GWHLPbHlnVB?1NXfB8ck7hTE{u z4paXwUxhqx*0)S4Feo~Vh;vK!aBY1H{k1}N>?@=n^i*LGbY$ifWKfV^w4h+of^<(G z@=>`kT&UG*3|EH>y;_ZdkE_+{mFUh_`jc1TdhPE*gyaleJSE>Ko?C4=yHFrU81y+do2VA%iY^56C zVm$+5LFoEB*{;C-&G-LZIsH_hs5chDNFK?B&wl^kl?}j#lgVG$b+7ngTTpFC=eN+c zyAagjN@FL28=73f5aS6kwWl1G9gmcsibt#&$zy)>7k1r?6C?F?i1BuY-r44AZGFXC zA?4l>TT|?Y{@`m*DsFz9?O?ix#H{RT)(udtN99)n`2y8BH{j2kZ1@WOW-Hy1eJc}w z7m>|@0fdN*!H0gY`Vea4G#%QEuZ-=;{?0$UZ`QMNpSmiI%|YnY)q0g|^zif__B6qd z?zs6C4CFZWeee#)HZR7uP)P%`J&kf7m%gWF;vE{~e#Ddl?_P0C&yH{w-$VaM9PNb{ zK}~dd-hm(yLjuK14b8oVzRsMC zBn&`h!5>4x&4miCJ-dQ;Ybp75{MP8vQI`E#lpSTiad}y`FF64mMmWD@SbjH99}Z8x zGvj^^;sV^Ka3Lx$ob(sM^1`|)o@>~qj;|GRn1;^HHGOcl)zI>a54ew9)zoroOt&h4 zRJ)VBc5c?SbG){v3Ymr$1sf}RM;$W0N7kKBgT3eoO;^Ih{_v)W;JEgW?1FRb8AjS+ z9SSyFr4AeEG7+TRUD}1&H{Kw29&6lP)G)e4u5!IK?w-GdP7Bzwfe4LFSx^Q#LD_bM0vyU$m#cWojqT>(5ft&%qLldTqXRrk;N!XJj z#9_x#SrfpduLTJu5k+y$Kpjh$wYqC=YKgv#a<5+|s42frFh#DFJcR2+O>hm==cJG^ zs@9y&-rML_ss>u;gCQ7h-8E?}cs|9yCzadz9%`1$V z=TVYkN#cJa5mAZsdssw3=8-6Qx**b|k^SZ}4($4Hov1X1@Q5iNfr`F-gu8u4X6vgI z)ebQfl1eNG3Uz8)Wt$V!MKna`aU6!b^wbiac}>8Q%8;X7zNw|KSKxMBBJY-cEFZ~{og?L7e!I?qJ-HnQq-mpn8-csYBe;HCwvy()kQy^?X!L5vw5G0O{>+A zh`Dlyf~SNX;q(Gxu^}SNy5yg|pf|jY=D9g9(1)bny}&9D*#1Rpi@H`NjzG>`Vr#F^ z;nh0Ckte2_RZ}jwId32Y!np4P7)A=|pdCa-7cL0uFXLr#E6sW60< ze+W(s$rO7fv8_&lv9uh^%w|>Z0H;7$zhqNh>D${oMK;obXNQ`g{W|LuzSySAq{O;w zKDWXI$ZCFh!)19x&#}C0;qq)*-U?q{(>AN}np3tpzq}^P8}63ZgtceL*{OU8T?Z2) z`p;gn32Kl&+nUPz(sI~}#MU>HF_c{oeQckvMcL&o+p22OnzF6=wP?-i@)oLqPAlp* z*(BOf2~U;c`LXT`bqOQUoWdz@axnvPiC@XIO*b;!DV>7CObYNO0&6-hnIbw{-6p=w zgqNh~dJm47O&RP41OP+SG)!gb3!F}Y30cgjIQwF)pnG7dPW|u%?eddq9q_Xcgg-III_}ZOA(cC#CkQaUq^|1g1QzZs($ktxZz`;bO5oR8scLxN0wjo2B+Wt<_DrZw4reUW@JUbY)gVoRu zPT4_f_j-nQBMGeRRTeyG8@AageCe%nQuWcaydcpIE?8!FQY~2QaJSf@=TvO=w8h$P zu`46VKX3X`s! zUa5p$)VOsuT;ZYW$`##wG#$S|@Y?B{@v7_J43(Ly34Q}4qu=Ty&`z+ufWq6F4zIb8 z>ob%Rtf#6TF*fw$>a=(tg@hOo-w(iXJU&^L7!Yhg;LLc#C9sCoV3!T41W-1a%EjZ9 z&vShYXuTBSN!y4-gAT%i*KZm2T?AfnUzibiyKa_okUHk@07)@cMs(N44s>z@#LJ3> z4iP!zcb1k6&+A)(uw69hIIKnex|KHRT4kgqBFbO(r*vBo(^HN1%X461`>z5E6Xp1a zV;vK1EEHW@i2V|L2m=Edg%eU@*5Mjc+z}cd^t72r>d^B(M+(OvKlfk%xiDAYsgmY#UMtg9rxL-pS6s zlw}pMjk14OW~1zVxs9{;_e_A@l*o7pi^;SFw!$mK2Y|InK0Lg{{xg~?=q#&gYCe>qx6VqR~`|T8J*|{ zG1kfMSYEn8%%e>X#u$wn&<)B)?NHRoK9}2YQc(@TkvbX5vj??L4RNEWE0iD-9rWJG zp*sajY5JAO)OP5%Lk94Mh9s}K)p^PknCOw0yXonpN~}mVXmj+|LXXg?Xz9&1>ZIKF z@J_gOJ>zK6lbn6o^#XmF9goD1B#;N>*acg;8weac8@iX9Tl1zXA=-^iIz_xnDfjUm zukCQ(+jC-iPlDsw& zb3HZFF}KQ~2}@j~Y(T>vp3>f9)k>2Tt$R_e3;)+vcW`=o+H4z#?L$%~sS;$RVN;I8 z>1$d6D$V+fp51gmY_2EXt`={xF?eQF-veu)owL?0$_RQKy($J`)iR3~4fEY5;BngE z^{rsBHW~1E6xi?u;*r*bNu26WyKU0aCe^KotQUgKH4v*jPHmk2g@{l3RHuk0 zMWuMYspkBnw}mEXAlxGU@G46^+zPr?IIoB?qV@>|cZ)iFy1v0Hl7!(2RA!|P)rx!1DnDeao=wHFSrr@lAu4w0IaKTg?f;Z6joAnKeYILt|BiO3F1{BY z);)@2uQ1yg3ufDN;Z2ip8tKX|etpGKEz2xV9|JUirn`ui73j#2{LYNn&>b1VJ|LoY z_=Mil$@aHILP*@nSp1)%UVJhZAH#DD?JHv$1KRK4;_PD>@BQ*uk17c$3mE}zXO~6u+>np0kdk)p`tJWY|A!x# z{!e8=k9=kS$KUt=ed^N#WjV?GauWP$&MN00-}5i;Iq~&VzjJw6&I1SU+4K3k{_0x~ zqeAP&*PO32Y#oh-kkupU#A)^b4U0#I1V;(SM}Vm@+j~A1vBRmNww`gEsUN0PtbC`D zGPpTzPGJt*89HpQ@y)3UXga zWmIZp<E<6doY(2a?R*J*W$c<+)SU8`A}5!G|spwei@~sErp_6o0l?QJlK7 z%4>>K7jvJw1QJ)JD@H&EJXOC#w?-wxd?%R;#8>R;%VzTJ)P8wj}|=Eh~sv2;M1+>7!o2_Kg%Nz0}of@u#Pl z28(&y5qM>)<+foH2KKk0VG!6h6oaL^K4sH|ib=Y~*nSo?k`@hbdPD2glnZZ0*n#MV z;kCsI3u=BMbw<;ZvgwI$dcu?tW%-*#N1QnIi&PIoHWT$0Vl{izTX33hQE`ByW{*<1 z0c}=|O5w)qM~H#Av{VY$WRK7XjTR#zL#l3UA0le9DZ<9}!#*ZnN6of(mIYrLVAyIg zXb0?|^wS{N4 ziXo{^<}7Mbb3?tA7#8$Csl))@lS*8I!zp{oLPS(^D|#zY_mvpzsf2|JVF+=Iz7m6F zCB~!@qrH`A_f{f9I)$<)>NaCfEL4eA3sqvErxIhR#Nhl&^uevV&$c?O$(r7pto@;C za!qedYV&F`hz){NAqR!_Bc}-H!7io#t!4YC@>W`sUD0Q2qJJw12|A`0E4u&zB~sab z6fBj^a5!bN5n@gxsBE$b0VVSY2qvCxWeJE-vwfwej_Nh34{JA%^q>`QP(O#;MZ@do z8l`@&F8aCp6sK8TqEtBXpr6a87BKgSWgIye8ufpWLEf7zd()s5Yen9D|Plp`wo}OALQz`${4m z#Nm`394Y!}xlq5zkQTCh8TRYbq7RDIs&}D$&NEvBtMap>U-$$+oOouD3ZG3pyMRi* zPrkVnhf{W`6@4X z&9o#Ltm-o9OCrD|Yj*3_Gx&{a@UdJsWa;b2H>Pa=2oCO#7B+%PA`ds`_1pGu4g=;4opUwS<}f;`f%*3Hr#0sM*f z>e5znTy;cgdkeYojM{d;2G}o%mv;% ztZjB_@maoI^8($?#aXRwcItBfdP2zt_RZK6G!ck(rBMJ0ywZd@0tkaEO)?Q6wrY4H zz=dTK0Rj%;NHsPQBn++!lnYSrJb<9DiD?F(Yuz?$q!wdEEJ*mV$G{l_Nli&2N_rzF zQ@PxSg>`KwkDPbBBOXpPE?(hlSlARIL01Otd*O}7eB%+`_Ar;S2frZ?(1)>&-~zTx zP^)*i(Cv_3kv>96fioLN?wbtWUJTz`1a1e7O-S}+qs=3r;}Pg5j17ox%qN18BA``a z#12o|UH6VSxT_HsgIMi>V6`LsoI&n|LBA==Aw|E_;sas?qbZOmvJ79*ZnuQj5+#v2 z#@{R{)NqJ#+dPtI%np+eFhNN^DEY|pB}@q;aWZWrpGPY(%YAwkG*`lB;E2Rvn!p8G3fT>;m}z?J$(k$RNaLyqXA|oF@nffI+XZ!Al0AM|Rq!Z3eCW zmQJCCu(S}C!2t=&2w@o^EYl?{QxcY_XycsW0WJ90M}Vm!P`Lljm>m!+Zl2gUk0wbv zqP#6=*dO#peB9QPI?a~>q)7>QX;Q>A;BKIhyTc*MqG3bq0!bE^-dn)?D6o2}z!DaL zYFZ=3Qh3Ou_L9vbcBx%H%9GH2{Dt)f&qv<;6C z2CRi5a~gPW?E)HR_MWw=n3EFXnxza#p@)a44QeY*I3Zcxv@fevnTfBuo}eFC$scal zh36BpRw?;VgbzKnmD#H$=ZDa*d*Z!c6qpkPYOw+ziggH;z(HLG)zkZo;n3c5k~1G# zpdua+9Iz&l{C!w-udi(=F>+Of({}XXH9U!f(g3kF%5mS}MXeNlotY zm-coqp@G;KMAFLaj_a+?&b-`HS+mEtmYVvjl+V;B4Xti6$RrU!0%87bGc*t@ACx?2 zD8!XjN$mLwv4UmO*GNp3?&b!P9C}`lE6$UOW4l0{q@fRNcE`_2_g>v0ego!_gt;Nw zjqbF=6YA9vc2=sf38iJe1#Y6VQmF~1=kcFeEF9B+1|K;{&;JJ^6N^Yt1-jf1K>&d+ z?|O|=(>wk*334HL(37>TMI;9splOO>C=0eewW)%2aT}P&cK3q|7iwE=?3Ufkn338@ zQNOPYXo(1`ie(O2(!h!_-4tG`z)eZ_)U1+ z&yQu{2WnL;OO3HCHGcWUH#6b{JB}ADj3vSn?>``=&kJJ-o_iQejo8dDco>W6hOrn4 zV~Hh@#gQT_`eJ&Z^AR1tLDP-05 zsgGOtR^9Gub<1k2Th_Vdw%x4{y8$6JAc&4YvV;xRB%WCg@jK%mUhnd{t;Mor;pHC= z-GH3PL{E5? zwp#umHi5Myt<|?a&*!dl_St9e=b66g((I3ybkI{lU=e{MI0Jft09dRNmz8ybd6^n; z?S_I@Bv_vg%U9YVND#E3$(IJJ;S?bV(ye&2J_dw(nh~9h0ZhkL3Rb4LpjSZkaFn)N zsXTy)2rlsR8iSGj(9{xvjT;sB-3l(ApP{yV6Uf~|>(0*xMD}cUFI1<@LrXds1BmxWtM_qwZ=$D=19-$vH z3k0k=;o=MNEYLb#Y+J9Cr?;dNNH|z0&=>@6iWq^H149s-$_ZnkOL%GbxhCSdP(n)d z0>__iz@y20XyImoFr)S8@F(GcMYsy^fF1r-AfYVE4OT&g z?2%-Sge+N`Lj@t=n=rjh5a~yZ2tGH#>8J(<@~zTHd87E|6u{*J4lUq~!nV~Um-KeZ zghP1niLMzjxN*8tK~lW-O~iq&Nu9Y~ZBr>}sSkTvLta!6tU z0in7G7NU*Bhw#KJHwCU>CXn-H0^FIzU$Q7H9Dg&yH9Isb zJLP~7vJ=LH*#}334W?c~L~v_kN^JP$_LDs z1p`JBTyJh&Bcd!HTOWUa!r6V5% zRB*pDnRqT5el&Y>v3Ptil7Ch94~uE;1)_N<-X|xQVI##^12xg~WO%Wuct-`))@>^8 zCjmYh_E{hp?VUI@325NDH0CT0ujZ!_{uYq3s{*~(%yz&2y_Fov`%B`$YM;j9G3_5WL5 zU=qM-$vHT8Ix9S_E7@1GsvsCZD+T79>p^glm%eY4D@^Y=;~!EtE-s&*S)(UU+Xw08zQMnyA zadunFBwIFYZ_-B;5id0-%I@GcwVb zPC56k0@*RLhwH@VF@Nj>ryM$)?ZBp|MDhnRpzyWa zw~zeeah2VBnS`nA2^kEqCv0bTEi!&~TT49Nx(jgcODq6X8`RiEe}n{c4@K0e!!dY3 zlETkH&y_0TUZzhG-rdWcOgGBDNP1E6_3_hjRb>1Gk~+LV>Xw7jfiOV3FGKV?N8#-M zY&L%Om2=Smr<8xqsl=zDXp?-aQ=CmgQS5z3P0M_=q@JU-Fi@RR{uV+w6xqW`l`$vW z0t8GmeptTmF`g59B)?ppBiATT)GYZC5I3d;1_HfRWBOV{$-$2uVo?C_-$ zcSQj0ZzwLVRIXP$M;}uoBq&1k@_ugU(GzHGKENigk#);G4F%LagS*!t7Np2rBPG}h ziSAAc>`$bt9W+<2%VJElO|<~y5*>JY*2XlbMz0pvA!N)5$N}e~R1*dYugzc*Z5r5z zL1db(ZESjF8;~JL3@&xLYjBTpt=;pZt!q&#Y?b8f;AX8PJV zD@h}rAFC^K#Z8Lqt=I@jU1Dok+ogp=S4|e%y@|aa6+5BqC;rLR%ub_@kG(}D_9SHU z+iy|H{wzs%DzYy z(0P%=fExhXy=Nrgijbe+fO_VSu93(gL4#|XXlt9M2e>O;kNs~(ZA7?eqIYlI3Ug3E zha@VF1_6kv6$rT88_LNv9-Gv;SG9#>;OHl3mHn1N@M*~HZxg*6F%5v?tJ`$a`kR|1 zQABy**%5D@#NPVW_Ezlb8*fNL9=shenHm8s-SvmpY$c*WeX><|L32JN3V;M#+a>8} zy+w zq=g%Fs-K>oKJ2vQ>FMbQ{41!-q&EWD=R0bfRhMovK9WLuZ95J9HQe5ofK$G+-``BL z5;y$vz&?u^cF~P_G|^U%fK{}g_{&+5xXzKO*~iuhD?AsCHNhaSiBoCK9=c~% z33q(WVUUxANw^^ZvaGOP3roDv7mL3q+b-h(XmApbR&dKh)r8J#Cbs2C*F$ za8);}G|YmoNCP6fm?%5c@8XP9o)Q}cM@=Zm@f9M4h#ZVTok3cN1jnI+wP`wUpC5dJdx}isNl>n%_mlY&hhuDU9df?(J$da0Q=8nB_jWRk-R(}M1gh?Hm4Sry zAWovU$TW4CCLPh~swqsn?mA|WrSHj;8%*MAT9ZuE`7#YEnTC>SQe+B;SIM^b4B7T} zvh8l*W|1usWon${^M>h{DXme+N#1`&GdM$^$CW;)SNl9qf5KjG79CKNLiG!DRO2!i zEsP#L^7Y5vTBO-^_CohO6JsWGWvdBio-=ik`WH|gv2zX9!v0NT-|4QwFlA7UCk#vPLvzGb^QB0bZ()Cu)Kz<>N8DJzAIGhDyJzikBI1308QXLAyxkEvN?%bL|L~#KvRWG85DnkK-0#XJAq;4qaD;&U^ zA{M=F7z1NmUV}8mGHBKCb=E~P8W;_-IUi>ATLAOrd>`gJiR(mdc20i%o&4M|QDiC3 z^Df_b5;W5o<&*i+H}&}^f_LUgSH89GeCrqx3h(yR)G;PF#3`3=TIO4OdHH59k}vm= zJNbr^Z`sb-B);T1qfuAR$(dTZR^(hGfN zlpt4Ob>x}k@DR)a^r;u4M6IjbwdyFb89?Z6E-yk0Vi#JV(|S_e6bRl> zAfXJ3kURfcbMlsZT(7lxP4I>!f?eGEi$|0xIPD6&A=RN70MS*p^Q}dSMTmn(Q-8Me zt-u?qo4AN^@T_9gi|a_lI3z`kLo9ehf#3}hkg1Od20$F@lkt^t+`t>EUsevfxd#IR zAhQ^mMc5$^Go1j16mkJ5;3#{xznq#1?xRYKgIB~j#6^sQKs5a&7pvI)gL?(Bg+3YS zUfCwuQ+WM4Oa^!Y#szo+gH5nw1{!vc`(9h~rt{0E1^Novs0dm*>FiyGCc2c4NztU8 zQST;Z6?aZ(yOx(C8Jvl!V?x>Y*Mb}naA9^^Mo zGy}GZd@;&T5n;krERc%T3RM0)*ev_ZfvLTN)?K$pBhy3D>Vx$agLDdU=o4m8lnr~f zk395fL7Q+5x3;Dtw->NXBiT-h5K>OQ*vRy{W%Yn;+6+Q3Oc<&WZRBD#YiHjWD{l$& z`9Np@@O5g%Z5s|G_nvT zA`b?QfJSr^GB!)o<3rmZ``>Ryh{Yr$<+HZk2se_R}DrsYerPZo!PeY`jf?Nh~J#2k27V-DCTp4P}Ba9RA7 zf?su6axGc>Q*r3q|5+Rcod-fDrX`Dqi^H1zesLJH3_Jw;tUGMjnc^_%WRZ5#ZL)EA z*waa@mo?^LX8*Z3>|>KK2p~X({7QwqPKCTqg}hFMyiSF@PKCTqg}hFMyiSF@PK7+F z&|epaNhh(?K3yC(-D}EDM<}Frh5V`_*8&Rp!{Sie|5Y6Nd`(Fqzh4}NEV`0H{&R6y z>!c8OuGZN)aA=>7k+CPd%sD}~v;XnS9nyFExd$Hr^!ew8#VwzdF%HUteuUyjl6=wa zRgODwIwJkRd};*m!w3Y4Y+ySO5=@~2L}J$e;lsE7`d|LzAMO5siTW|R{_lTx_v0s? z{n*i~Z`rwC{i1M8Tqo=(*Hsu{;B-e6DlHH^Tji0hB>EG>==Hd8JwKmi(6W~49lz4_ zxjVfKH<#(_uZHAzZt8SyVtQ_3^E}^4OjmCfut}Z7yt#?Z^L!^UuXFQi$LCS*R4Q&A zI^-P1twUx~KA`zP)eFG*+3#Gkq3K|vw$NcyqQn45zg@OvGlX@*4dV~jir1d+FkcF9 z9p3Rf04~`N-zo)1$Q_iYOSdp9|^SgroC7t0r;sc|R^JB`pMwE;2EGM(JaRqcNjk^daE(04^*e z10If+n>v0BwOAarjDnIutI0xK$cdGNqw`GzKO^MJ!_fr>yB|3?J@a#LVFg`oaJ14S z__^44__+kSC3i@mxUDc3>@ydemHYNi04dO1jPn&{<-Xe{2oRW?);=?0&d2>#CNLv7 z&&~O`KW+lE%#7_b#w^GE6(%qS=gZ7;+y|`SQghxuGiolveIVnE;(V#O2=_tBIBbUY znG4Ml+#fc9xe({WW(n>C>u}Iqvd=6w=i)y29v9<$(433=nemtDtTl)q^q{{?$F0Tq z8E6gRCuj}hCv7beddF~?HZ5bqWqPpH!VfwzT&BlcIey~S`S=-ajo>G1T>yNjWqLSY zfuE6l<=*@}91Y|b<7Y*F$=-Y^j?#P_KdbWB?9DI2QIL=B-Me=Ja52bmZ$4%&Fe7{O zW#&S2zRCCI%Xu66_NciCwKGf2;(dF~d1i3m-u$&@7?0hS=ljeOym?!G{=U6t2x;Ax zn|*up*WHHh2+f6NIp1E!x5xPQDl=@x&1-JUTX_3obIEP_2;W{|R^FChuy1d^VlO%m zd7sC(FXG!v`Swban3Y3@uiduq`r)gkMZ&4e0clIiH zXKO4E3T{6=s;{w(AJuLJ#fcXyS}p#mSbP89|4>XVp7TRmEj&;e^=^hnGI)CuK|k~o zHC*PV?YxQ2BvO3YRq&OD4U?ftJoS(e2YalO!2I5jU}^5-j&rZJvnQ%@zZ0CXfTOST z|7V^nP`E3Lun5l}sTIyC4G7I}n9+8h*KYO53_v$Qc!tO1i-eU{>eQeIdxc2^ZgjtZ zHA}@$k84iH-yX}4yErO8gW}^mA>M~=;hBK?g-`__CEmmfahrq`a1#dtXW;S$7DNaD zeJoJ(T6V1Hv=CGR3}L{|ko=@{NT0OnyAf9sVuw~j*aNbT4l}A9w?kNmsR0Joe+L4c zJC6G#4O>-d zTXj0;XGL7K$w=4&naqmv)0D>;{<2&d^m6UKtL(2=IJ{x3hEnuh=fVkqO zU(5b_1$v?M&}X9>yK~>4x)2**z*@*ALKJG@3!y45fX8XuK61yOs%+mHK3zoNhltDt z_Fzq#I~GLEfE5{l4Z(N4m5O_D(OYmUE{ z5eEDj#g9bXt)@R^#1ChJu}q`w?D2j$R5Grik^Ntbv0%R^+VGtYHenyQr`+(MiP`S8 zW$g0oDm0(z%XV*gevBAsXP@sEZ*VWW{dE{=>?#0E#t9#7^&&!D<$~rRzBU+YR*5M= z3&A1u@Quz%*UmosRh9kD8s1E0FqAhP(-Zf<+pBdZ(MS0AIhJD!p8_APT^$2#cHp zQ(=htpjaL=acz!Uu|qEP#a5|JNb?3h!~sT75@Rwze+Ak62qo&D1&+vsO9z{gJc2#Vkt@2gjU@7`l43?% zC7#G0B14Nhuai1oE_HsJ)OoGcc~f_tBL|~;raDhl>b&md*0~dffjV#MuJh&d)cGpG zCS|3srsadi*+e1;lXTufWM5l^S!sosJcy(tKpF3oQE=8PP%60o^#sn<@OzqJmm@;qYO$sa(wbuMXJk~5 z%EfVKVu>my78p~;*MH`|AN}k5pZIS-`nG_)POSgv-#qr2_x;6J@Ay9gsak-%j>?!j zFek~mV6Wrrzjo)zfBn->{l<^Cx%5ta_V+(=-)B#K>KAX>xh0sgpL_B#6*|DzGo(2e z_;q~!-cSF_iDSpV{|DbG3;D+%f9$SjzWJMXOob4}#4n7gWT}_EM_HXndvx8cKte@|Mdo@+&xh*g0e*GNE3&1I?XH=grGg|;ehyYg@ zrkj267hysQ#*kR%@M5)iOwZ!Cf3=>0LYuA8Cv;i98Qo?8*9k4!=4`3ZVXwl5J~IslqY60#VhB&SVtkNUPUGKvcpfLGmD1b_bk=P}@4$oAHs_ zr&)DWRxoWvkIFsfR%&kHm~Ynjn^^R0=9j2(mQxaMZ(8GLX&{`_*~~8y^JbppUHVL* z`g$g*$8FQh?s%hVaF%DysjrfE+w@p3+k;_IVz->g$%lVXJ0ze{eMnPJ3P$xYU2KGT z8=4G?q0YyUU&!VmErAsGIyi@ePNZDSh_oX80XH;*r1%ivoaGrm`*L6I2`}*(WnQ9n z$ewVLKvnP#MBK>JUw%wBo_MzFEAFfljWtV4+DURP-VQ8!EJi1RUhn1=-`=zh&~4fo zY`ty7P|@2Q-?9S#IaaTp@v%ESvy%uv8zs6W0Mh`VsqE36&ni>sAGq<}Z8Ci;>us04 zB;4&Kwpg|^OR9S_r2a;pRJ^|7vf%Qv$PZl7hK1GHPHeD(z9ugc$Hs9%Ywq6YDpaoo zKFlps`5Ie{Q8}Jb*)9FtKR&VZS;arx{35cwGO8KaL+^i9xj~5J0>UGJ#Q{-q=7I}okmH7o;IFf5-Rxtgj;V? z_JhZMzy@VY32~^`)ep$l^#j!LE1J@Nb_$J|e7q*qJu_Z~x@SNTSGds6X5LEha7T|r z0C6G2<=hO9e1u;Xac&#}R>`C@E_wz(<8N)wKD|t|3`P`<3T`y-?O!X9F?2@mpxQ~U zQ5BL4d5iHUAhcXf*q7=O?_MyVvJ6Io^oOM=gGEll8~}9t5Q^VQrCALI4rjX;Qh~|t zysCf<+U0ct{!Dvo{6RN{@yYuxL>ffKG0`Q;f0MUXK#ATW90JS;6^%A9IxB7qvUr4- zzjUE&F2~Mj@Oo{s-&`Ud^CXD(TnGY&Tr$Edymr?xz32gZ7;O;3dOjZ(G!sa?^88nZ z^ANoE44~5E62HjC*@s_+ctml5R){j8YJ|o*a-rZ;`i_-`NsIZ;QuSfNfAonM;zh1(XJQwajzEQ&brR>qL-D(KB{m~F^AaJ1o22`UJ zTVS8mWmKX|mlAj=Zr(vd&_wq);bmNj?eezL(B^p9$M+S=X*IDNi?Y+KzWNHgb!OK{XnBFp+cx z>2bB5ZV(|zkLsuEW#t|rlNXD!mGoFj(7`;b@yo1czpcb zn{EeF5(GLfiLiRw8z|MDX|&lovjNDZ*xg-XU8h+0Iu$c3B)cyC{$$WLy=CM3CL{Eb zKz^`qo~($qPr>yiO1u@BrofAO?KuK`vJl`$Dgu1Ob=(8p0{rwG0X|X+@Zm;Tji(C% z-s1!~mY8$%@w8WDECZJHSbk)Ar%kKLKw3~aJOfw`p798maLm0q=M4u4aKg)J8kyxh z9|AU()ph^WlAG~G z2v(Q#KnZrhqZmFXsW_X!5hdC|N0b@0m7XZGYHKT_4@!bF_9MEJRYz9KkUQuwRH?R)_)oJZFX99?K?__>HX&^Q_`{8g~| zhYMpwmBG<66XRzo;bU-Q3V)Tjoe$tbO99F7zoD{(tthzrXxyUD#3 zrh%W8#>3CWP_@e-^1v)NBX^sXX2snH-atIll{jB+R@{Bp8whOLGUjeLMc_W5G0(?& z%jCGf#RO)|jNWaQnq|1ZiH;|ucbhS@4EGUVe4bfyx4Fn%i2HDCxd`XynG10rjx0lF z@!fD^zv{(seHPC-UX^ z*_5w1kT1c}Xuc9ZSLGKU$j`&kV15aHuFJ;{>;f z_AcqE3*ZWJ_W?ME+t`ZdTltkKBDAUw%OP^&+!` zZ(qo_&*R%GOzZiMFiXwQ-FKPXEWZ1$eC1uz?H8C)KE8~PkMZ$~;jMBvyie}F%bd^0 zFF7DmaS=RfSf_KD2OeJn#}lMJeD__Z#mCQcLURFJXjqAJnFk(U1osn&9#S{YOT~eF z@PNqF5_8^NB2A0Tpp&B&W~Gy$i_IlYc3xv%>!jv&W;x|W5xhfWKjd-7x~(sKXvCWa z&U5zYnOUo<`Y^sd z3RVM$spb=#=&&c?C|G*Uc!Ei2+S$SNR!`cKAO1U)J@|&#Yjrb>+~qBA(oXLwZk0r; zo}*a(W%@Kejq;qH)d|8=ZK0#B@$Csu>T7D*sW;IBfMFi=85qFyChd2E8%WrDg7c&t zKIw6z&IZ{Be=(8B2Oo=z`hRSSPyY<8#5j1w6K4S6VtI^>;Y;Et{G#QI=Pf7UcLg9S zeYxdKTz9d9t6k{>_vTah<-PS)p7WTbW*Rv8wt}!ocC;y zL{mim3Fo6I;2se2C7=yoLJg~SBRiRqJ$U@VB5sXF#5yvVF98&i819k`yd-FzCge!a z+01Z79&pwP;lJ2cg+wbrnQ8(-Hx0{xm+b&LmnJ z)i=v4H_;e6|4ZX-f!8Rkqcz-H0l-bTGf1K!Wpn1yu0&7cXXJzX*CwV1pa9ZrUGVP# z+1`LM&mI8z4g&a(0&pYd+Mdn2)01-CEakX~a0y3g%W!r;0izpeO9^wrYH%|@MSLOY z60Z>S)Yw5j4+@I#fQTE9hwT%eE8ux+_8SZygS9VT;DD+5kRZ`LU%FUat{Ni(%qIC| zg8h+71aE=}-t3;Y0zsgF2#t+!G@*g$Hw+AgR>IIuB5b=4AuSRd*j#YmER@dzhzGGr zHxIS?WP{)w2fEUWL;#k66OXZveK2grX5pw-WVAxiZ10#;YJ;{p$25t@;;XmN0=Wo3 zy@U=g@YtNo%YXxAkzt~rapU+-5L@-+haN2Bz*GB7dDalWE_#J6D5LG7!nu=HPWfbJ zJo)sF(KCR4I5m5W=5;SSq6<-yK+T#n{18UtW>d4rk3Xm=7l_lI_CyNiM>`{s{S)PP zU32hozx^_T_7Df#Vsr;$42zIG1*F?DZZE3F?M2+C2qkVWATkA}MFImg@RHlEY|#Fb zh{ske2z(N>7cr8wJ7~|L=2T+#qE{gjXqL;clVzgIn(VC0nzECc6Bu~%vS!3aF!AOl;!EWyE*WJC7(mAz2XxTll8vZHeCx!;m&x^nH|-zxIzT>AsL z=7zIgH@vCj-ZQR|zIJwv^h&IeUi!l0jq2ZRf%LKp`R}+oImDZmzX*~v> zE|L#uJdS|<+_!Wcx?+gD&3@b7ybb%6*b4DGK}N<0V?G;MdFHOC@8C5PgZrPBw4r0*R=Eh)M zszX`D1ooP3_Q2G}W*}TvzcclAiGGgk(l$B4QUUXL?>77HOSy@(Zd212GOKl)s3&&k zW=~{<%PQx6T({p8~+`@x%$xWkqPLx6(5udLHe0JA_$zji(OxDw_> z$0*^Kujw)WD(uXU`CD3yJ4ZN641N6^2HerLm67EV4)c0_6{*w_J8~7pvfh@+fWSWI zndq5>F(`E~&uNn&x9>+bIt25-BB7P6%C7o1k&CsDi~EXNM9R zr6nq+w2yZxEpZ3pbw!g!G^c&KD+<;<`fj3WFhodH&ZrdKNYMwS=vm=b$Qr~9T}0d@ z-E_ut4@Qj!Li;FfV0oommPfkVJeaicBvS)?+N%wdcT*>8TH_@wd>&!WSQltGNnqMV0t>>1&Cw2>`Y0 z+Z7!rJxmhArxL{PB2dt~kt?;BMyzxwmuMU!@X{hkGg;QoegOYC%psWg#(d5=bR!&< zG}$#-NrS}4FwJ9yS4{DUG|Wz|mO!~s0_0N8@7Q{+p|^zz(>>(a3zUP+;+;>gcZ@eK zLRP4AeWA|v(9s#6OKiHZnA?UCxIE!5Eiof;VX@MejnZtCXi3u(LLV{jcI4#)zfw z$%7lf0xa;tr(H*N1(-EO&an|tyI{!FhNKk|Tt`g{Bsy|b7jSj-*aI_dZAe@s>vW*d z)pm|>qHi#Ia#OB{_+bTfw5S_*8q)#2VFEc#dlPqGK{ibKnBgAW{bG@y384JU>^vqP)rIF!#OC*hnavJl-sxSHs}& zD!L2An?b=uG}wl>9Z-|$!qyS1(7@iG9e#rhJwa2;coDG#)|^_Kol(S%xvO?l+@!K!V+4VA{_T?vCcfmGow*RB*N7~XP%%C;$kA?)FwEs96Ai#5 z71r1Y@$Jki|GY#c z_V7o(tFrswrIOi_5y;WviRnIj=FNF1vzwP4To2*G_Fc3w5Hi~Fn z?ftgOo*HzqZrR~?aZ1T+T{k1h&AUWljoWtjZQq8++xNu(y>sdqStjIXt%-qx+25Q`pX2>Fe(()4q_KtpNcMbtP;Ssa%^*DBaQBm(;*VAz3Y?$#1hom-t0bG@ z1c*#v$uCpj*tiWq^e1rb?jhnKoHPKt_+IHf? zshw-0Hg0c73DdA1tN?jX*vFBbk~oFYj`y7s0>-R!g+ZuFjJ*tk8FZV&8=8f4y*mmj zE8-1CZE%pgs`@@-3B3zvZli zzZ41o`p>L{duJv5tc1S;5;Ff>BJ1XubErA7a`ZoC0Hb^M9+LYw}P|2|q z6PDKc*o1Cj&F9^K6UJ{gv7pjZgx{8$*5|8fy;9ToXSJqHbRQ~2i;q7EqoaWx4J-n^ zLs)b08YCsVId_d?$aGHt zpe4i;WB%Y8e~_!KSe!f<*c4;E8VG*UIdoN`lZ|Z3mfm$SmpmJ}hil@F9S^3xm>;oR z5$L6Llj2AA>Bk^p%L@zGHVh!jYQ9|K9 zX!->cryrbX3(56P@}@xKYhXl~0bFZJroAJM$=#SWMEI51R zwPNmsTT&}BVIG*q#wMsOf)z@^0}dNC3$SAVgbwS;bOTh~UjPHt0=pD97TEuSE&t3$ zJHV=hCw1|pw!g5=gf`l-ozGvtnIk}E(;f1l&j&NRV26dQY{NT#`Hnmjw39r94QdjD zL1w@6+;eK1{j!?0i%EAD(dV)ki`^Rd3n(Nhosd%UFTv?16$i3dc+vyQt-j(d+({F8 zFcuH9z*fJvHsHUq5%_{mxk ze$o~|a|X&PEG$BiGP974Y8FD=W3$juD_khPfL`KcP=?n`L{kvyQiSW2?w2)=Voq7B zv4Mp6%=HR9Wa&RDp_+KzWF|3DcE{rK9Z=4apUp)0Tx)_V2uI*nUEG2j6y^jDT*5UU zbhzg2o)3OkBC<&`&p5c84EBM*?9r>gM6Rn8Kr;7S7L^P$!m3G`3S2O8@Wtj`6Bv1F zjZRHdXk(gawLl2y(MNP%Ex54Z58JdcB$AJ(@^}o6yn;5CS=njSgD$I0dK)|ai|>2V zdPQheO{RjWYS)?po0dA8^m8k<1V~$G2FCQj8uq&D?g0mTw-Bbi0XtlPeUI|Skb%@>0_B;B@Mh34(AOMK;!({_J>aTE zGW!NH`-Y-@tP7^B*Xm;#5#1+KFJmYZpiUANELqJ(N3@!gtVgPK6gurpxehX{PevV? z^6DeXEn(r1-LNC=mb=q8f><3N3H1q)cppACBBw?iZohU87(Vnm@M}4T@Wk|;QhE?_ ziazYaElTDJIUdZp)z)YFkPN)r`e3CkM6?e(aum@(L^KrsM-QfdewKaGW({y~C-@l` zOjMwaG$5)dPh(V%NO|hEjtbOe@~KO*btVg}rvms^;0bF4tGc&2mqUXDkIHQ>-S zB5h+#T}IjZ`YCJ{*0Fr8XaBkwsh(24VJRb#GI73kLr9&yB+_e2-Fc)-cQ#esdHgip znHaZjE11jkMNa031}7_~6nIVqR*^hHthoo)5EPl4-J!@lL%AK;=^_H>(1KvteS!UB zcHauQFe>bHv+Al?XTAwos_Z*GjNxUB-6(s4)lb*>v3xP10|%51W;c|So$C3FClvideD2o4b;Jj6b*=>5H+$b=p>hozgGDACoWi35!|OF7 zCRdA?Y{AAMA(gM3gL72NzT!ZRf;k{ZzHm6%fi94vfdV~f_KOcIN1`Q!P>d@GUI64s zzK0ITQ9u^x7XUdr@s)??0XaJI)rTF(QSf3QM{I8`U_|>r`EaqTPT?PJXNN9B*O^w0 z55m14tviAniP6~)MryysV)Yi&%dX(}=?!d{H<3T6i5$<+>9 zFGie&64bC*1_>YuySTVmG>O=#PAW{}Tbr}lx4LvBjRoR68w1+MC9M7QfJOe#xB=IZ;Zb&7Ojp>}nI+XLijp_$P*xUTb3eXRBAkcQoc0A|36Y#CZ%? zR0tmqPdWsL*dF&FxU5vR*9k7h-34gzcvK(q#6?tB{X?H0l#h5Dn!PwU$_IG(fY*5_ zC7fVv55i+LyYsxX2^H;-U%++}GTqPi_7DmahVbkT96u=^Qug5sO$eYy;2}yf*{!R| zY#d~>uaQ`*=7{vji!G7Z#l^CFK!%k4RA6~{ zt;58l4Lznwh$JM&&ptOwl!y_h&Sr%Y+f@xpKx0&=J$k@X97PU$R=u;SoY!JmB5b$V zJs*6u*n$8brm_d*f=u@&r5 zjGc~CN^d=t_;i}Mj!j+WkD(bKC?PCZPI4Uh_D5D@Qc!we%(Bz3oS>|mBunCp3ChWN1Z9_36%-((bqUHuI|s(?onE(~?1sDj zD3aer$mvcAI->HF5(sz9m*5djDJP?x)UaOWI;51N%Z&%p3@10oRJ)Lxb(5w?qy|`w z6fUQlNl`9;ew4lb3^ElEZ1kjRi(Ij;bL2`IX}_2E;`dH3j|fv$3e_I3Esf5)!l^Zw zoKLv=xZ3O%u1OItKoa#j@e;yW2rFXTMVQ^uj*fUqNM_POulG#iCKNXM^}t?|9YoKe z(z_twgl0&LP}vuNk2ctr-&O7x4a0Aw-aZaz|?`8-?=B7I){W z@|i2En~9-4B9W zUS*15ADo?H&Q38eI>r26Ws0HHoSkBR9;cXO-YMool_}=8Ufn5X%vXQRDJERwzv@%W zeJ^v0S#WlWc}1p}PgbUw`_4`=XQ!B#G{tW}jN{pCc|{~MTr_T~N0z`@|XVqp7oF|a-R+{XVr1f!ej|COJHq3w4@ zUfvXyot>gyaYGyX;OrE2c8YpghBivg*(vJhaf*toQ`B#tm)3sztD?&EH0G<%%`-hc z6Z{lbNdI;D%bR|B&Q3qC_zH=AaCZ7RJN>+@6%wW9?DX^VIQ>Mg@QSD!&r_LhA~)Sc z#dI(%ht~=fw@e2EL@CbhNMG%lX3r%rZ>DL!$V}6mJJU4hooSk{+)UH_xnJn858_Uv zl%qned#0(qw3(*%%FQ$#%-~mIreXb>%Fi?+Ua$U4;{e2eW@ehOm}$hA!l&^#4Y&%Ha}c;??&u_}@$BPCN6g%sA~dIqjq` zGVMfjr=4itX(yUzGzsS!O%MP{6`&QKY1)a-H0^}*OgrHVPCMaGJne)pZ`ujFybRa} zai>wrA)-OaDyN;sywgrtnRY@^9o8=@r=3Rk zw1X&^=~qrrIOsQCR8UUNBPbY(!&hk9X}oG)29%l?opw%>sqpk^Cw#GKr-5mwQ3}LRX(#0Krq_wrt2ga5-Lz9H7C1-VB*875LV|J%2~L|r0yl*OkWO@O7^m?WS>3j z4gK?KCG+R_5$HLgI$rlCPSPC?q$C`uD{mJNq+CFda)%FimB&Cwgp1@FcTre7Eo0xxeBIC4S{)T4I+<27bF~#d~Tyq-45pp zEL$4Krd88ZruX^&WwOzzJ`s@GmZB^CM>;-m<&e|Fq1kjigdF zKn1*`8Q7o&)C-XNpiR*a`@FnnfpBjkyUzn2Sj2&_Zfa~4o)CxWCR~#a+964j?J44L z_2AgtNAXx_YM@{-a+>0n~OL~ zB@oIhWFpa{dbC6*26)A1TXlx%KHrYJc0Q!C-K$$l|7rnQvr=8q0TismpXnF&n#S!o z_|jg8dh}W7&0pGU>ibwucY3=+Mz}p;xqw{-^mdsiHRnl89^*z6V2`9NBuzvCM{@59 z0ZKL;LEA!5uf^1$?7^LE1=D!O%L!{Y$yI^3c_?S^5&!veS)CA@S!0?ZWZocb2p@YB z(iR#`64FDzX)mM3tjS~9U7ms5cTJad%HvCUB6OZB4}ln2AW<9q%|lY0s8XD`Q=FnC zu_N?s81J*UwFI@gC{d#v%xf!^gUG0@R2QOGd<4fPvTjLkLk}dTv2SmyPPuQ@W!7$( zg#GqkhFW#kEAGnwGt{alf+9K2X$_!^${nq$&Yik|ujm!>w8N;e!v&A*(;skWq)VZ` zw7+=Z)1gl&=~vNEq1uHlgiXC(-U}q2y8e z#~GSzz3le1QzUR~%7cuWuL~c_zbW}IHs$$Po`;qh2_TQ)2mEA72W^+WiLx)W1bE=z zmXcyh4oy5FOoX(1ARunRhN4#kepuOa=dfEh1YCp=#(e{oTs{KwiQ*CBd?!SOCxMWX z=H}2H3&sux@`fnK6!7G(rk74RY(pomajPk^779513aQQr!TOtmONxN}W2)V%iH$%^ z8f=eHc&SF(x$ZPl2sRV7h5#U;OnpJSRd)a!dPJ}+2~dzn*^}pY&|YH+vDa9d5NHgs z>p&XQSR)7cxfU=X96h&!!~vjp4f}`$^K05u66=P^SeQS8)%seDQf^R=UHwZOmqzyF z`2uay$-EW$g6o(IJA@$D#MYA%eP%)wKE~E>m5(@2i(>FWLL;PIi96cwSs81PbyDKo z=rMim8nNrw1q-U~pbXat*ewAO1ThA6x5xkCVZjTN)q%=2)hCDW2Glb_n&EsYDs4>u zNS*z73CK8Ao7|%%Ya}{JYIn~?0+SaKxx(#RK>sL^RYKXX0TmVjZ+s}?VFw&c6~zby z z`_9SZjL2h62ly^PV3rEg z?(TbV;Yzu%rMz%C$2l9ySeSj}ibPBgR~o;p+vS4p1Hy-L!tlrR;2OsRaSY;sg2HM- z4D3;IduOA1pf6InH}~VAsPVgTt+mCq*7Vwf*14;(j;R7WPbLrdR_5ON@e;8q&V4QI zeEFO{FL6wCsDvWN_ZyX~%jIj-MNpE))W{m;37CyDur}qMn|GVanXaiEjbfFSNJ@H4U!M1XoQ5=LSe1Hj^0pdnde)m=_h40d zo#cD1Xp`4q-HI`h&tE0?u9P#7r1iW-UoMYqGTN?{iLc-%lj7!K_Jy7f+L6j584>~_ zTn%=?$jT%@7FZ56g zlXVxA@w#kG#(6~bNkHu)>#CZ9ipr=(U=wpmnfL4x)Y6DqQG-wqA@YUfHWDD zi4No>1x%?ZVFr2XpB_-z?Q0S-VASp4R)|BentPS8>{CXvN$CrNSWS4vLRlr$3udf& z+p7HX@X>XBa8NXZgw$bBA7_frve*N80)?UlA)0f$Y=0%Tl7T`~KnGGjN^L*+Qr*k2 zTsu&k6h<*jF7Ke?!&fx7nPwGyGCZ;sic(N_)2*9T(Usg1;ySO{P4KSrp2FBd8JvlL zz$x7E&ucS>LMWheDiC@v^niY`2cRzsrR0{p=Jv@1Jr7z?D|R~7OeDYiYmy$=3Jma@ zgB|T`H|+b_qK+~V}WHFCD43hg{k1)=INkam~I*IU@ z>t`l-3pAT`!P!3OZEd$|G7XVc)yY~+TLpL|D1tr0^pJ_-*C@7%ITQ31bHf7bqZ+A9 z0$Xw|y-1^pc8X*oCWix_{GPz?0a8IgQ_)2)hFn_p7On5BEeE_xnpaDj*Sz#J%k&6v z${ey%_DoMHBQ;?U;KH$Qb!X*_rJsAeCVpX^Q%Fax<55LgzosfMc6}!okXexn+>z-g zAw@9enS`FCZX8KKKS4dIpo}2xb(9Cv0?^&{H=_0CR&IWgjFWuWQH#jN@|8RiNgq>{ z7bSmGe(SY*q7Ao8&IY`XU12qg_56-8|V?N=i80R6>dR-{dZzH`%`N3GZ0YQ3IEtq*DH38~iCM6HjxW*4O+G3$`RG;9VhpTG}e%rqRMpL%dd?T9A{_ zdM(+JA944YA6>PTC$9TtdxPe=oXg*3o- z7IjA+4@w~|EJ9jn1GKc3M;;L;?67$SC9j!yIS07D|sZLS^5QY_@-fzW!v zn4vDs+5hC#2xKiE3Q0Qmf30@|M!rk8uhs)eVU_C9%F{{d<-jF8IF`EQ*68d@o7hN& zHw2%PBV}~uQyvr}USVky`j4V6FnfvTL zD}2wNA29Ftgs&{H_j|Ap2Jqq)S!I(3UpimPPX86LlhKw_<~OS(!>c93Ysw5i=Shb5desaMxr}CA#s^(SCb0K<$j+)r2ZDQ3c&qJlDt{T5LQJLwIw_ zsIxzB$qbAa<)yM4vLC#WFL*Md$zaRPjLi85&>KDZE8p`(VVQbyT8zT2+v>@lr3J^$ z!nod8xG+fVw>a%j zY}&byElw9Cw%NJRyEyGjY)|Jx&*C&oY;Wg6b8*_6*sOCQU7YqLwy$#`S)4W#yP$KS zu{cc=+uylRUz{e19q3$$7pINHF6>;WEl%r+J*RUaTAap-UDUY{E>3HxT6rN@oJNT~ zw{yW?oQ8>A+_|6^r$J(eIv2dfso!ay4NYx_lNP;kITMtmlZo+q6YdXTD)~U@H8>P` zlO5$l#_W~Y`PjBW^Z<-+n)FCl(0L7XJlqA3MgOj6@4^UklUQPRAU1VWUtjPp`3RJ< ztDN~9_ECzB7>;)o{!Q2Cfn9bf zZSB5&TD9#&VGs7`;gpE3p&Y9nBOgGcg`8cUyc3H{ULX#7PI-7nLU!hB%m|SLMH9xR ztYILfOFA`N+cv4osa7@`U-w?->rtn1up1lN<(CRES6BJ%GL+vh>$$d5&p@6_D)rQ5 z17q(p`~I7yQMELx5{Jo?bdj=aJI$p+6SUw8#Yy%MLvKD6YJVzvZ^egPpGwu7f2R_E z0xI{IALk)_GI^}>XpN68@o@c*zxMUNyl3~LfAo~PWsPrm=^y{@BR{_5*zxwA8 zBfeDjwkm+FR7!2eBvodc6)?ykq_Z)(vB5*D*h%kGyzT*Gzr=#INnl>$l{! z_1Udp?!7s$-IB-a7v2iuYZKj^V{78(JiaAw;E4ttSk^ahHPJ13C^y$X=iS1$8hERL zrw*sqMA>&}g8HI~PmHpvb2f$F;M(i<*Gbnv4p3lbhkJrf$67b>{IBY(B-ap=|pr<8w{tbv92 zQZ8M8D$&Cd4>#^E?eb0~h^xW8y~$lWfNPh_@|nF|F2Pr{r8mk84?sCUGnH44^U9&h zm04aH>1Z0!8`XXobZV>hJ~YG(_rn!c);m4wtRHha>#SG!++}UfVJ>657vt^Sd$KE#d=C&OhbuR3|qd5Tam?*nF<#)8EMi$WGGHrp4e+K5NyV> z)%lDBS7$w{;hnsXE(XVBKQjB?;t4`M%*I=g=ZEI>QjIpPLLsN2+tzjS{34U?2k z`eM_8Ti*<10~zIB_UtbkFMHY`{Ta_T=yOkFYi~-kjPT zVQoA;#mG#ULC`yX%QH3hj&G>ogc5336GzxEVZ^$RI8c@S$(RsvMkW+a&LA}4wA^8$ zHrwckYa=@P70#;F`WFK(+FE6Y&ld&UFP&O(4aV0Wjv8%esmuOJsAJ)?+~dTP(U2&h z$WTCEwE4pe4Sm+c?=Z|BejObVsal8$D5jGm{d#=y9bDU{ed0M>umnfGMGmU$$EwX1NcSCvhHx5x*~B>estS zqGenuQZ*w*sR{a^debl)Y-nN}=R^|&DF7~T5@0I85E&=K9dv4H7=M{od$H^^M7ogJ zO?dTa7d*%s?^vyOd-mYdk1D&|XuI2M+i&3H3tC+3TH$SFd#tOphdgto zyK{B<%vIgbMDDV2zoX@YBh|)jOo+h6xhKXwd|<2PS}H0-jh_u8l+n0*D8GLedhyhm zr8j(W=@mT((i>K!H+;F$d;ArZ-T>0;Ri#&=Yv+?*f3EZfrSt|Bcm^lELDPei)%+5C zm=b*dJQ5ssB-k$`_!6&>;7h#iqBe>Ihfae1Qi4NK4hsp!4CGOQLnp!Bj#h|r`804` z;;HP1)I@;~=69mRUYZmSew^<0?$do4l7O$GS_7KN)%v zIgfJekxu!53&*qdG_!Orcimn`C?SdZDPs;ILZnaQkwOwH+t}GcEB! zj}Vs~F=St)0w^W+bKm?Hbd2m{rLs@V0~ai0+2$+N zARNjekSEB~{FLfY*vDgf>l*(W)cm?u2r-vU1y79S_!{s1=C`CZ)(30QY3!B%W=?Bw zUs$JSP#K4D5!olov$9POgkl)aD&D?N(};NcdBBI{9>9r88N=0j*5j71|FqkSI7vhO zn19V0{e&y(ez*opdmajkjfImT)AuUF{`roQ()K0{_m(hpr2n7imyI2JgmC$E=-Ka#g|sGk34&??s(yQ zWBL=Co#BU4#iUwC&jCQOjVcY}Jh9K%HXg~&2?+yuv^>;PR~tWvO@8`hD1R+;)_f+i|Kav}#yGNDrwTF}I2 zzr7(3WZg5;kw(mS18%qX-Ve^w{e+Pd6UMXs*jF$6fGzHeKeJ~?+u1!e*VH0Xou=N{ zEm_5y=;gIM*Ojw{&6${6hcx{q_+cKubyhw_o;_Kfc~)D`9)Ktud}DdOr#SzN8{}Q| zdo>DTTn1Lm^8Fk0V93_7E#PtUe3d}-9eFJ`v`gakEsW?yd@(+`V8~rwCqbyA5}aya z-GBHyid*31Z%3f%pRZ=vsPQDu9{aouJ;mnB7TK=H6g})%+h=~s?a+zwY8V5|->jzn zPNw}~NQcKS44MQMkz7JLJpvzFj+LHg)H2!PO#vBW`p(5_NELd6c6x(ydIRgl*%W$% zSLS`RJMWlADwpw9oW)(nlClUe=ORkTwwBvvj%1g)Ml0s@^z<{eZMl{MhGW_0jo7Qd zal4%cj9NIf-A+I4ZEp#1q0Me=VTzcZo<7W3nuibg;;WV3h%e_mYMWJ;ZZjH5A-%Sp zhT5mLw_Dtk;5+;M&4lUUXO#!|q_kahV;)Z4$cb)=2`BULMvR(M2*5Jo4(m;t0BN^F zgQ2S|loSvS`|zhA+>q%@l!R+2npSE?v6%rNAb2D-c`$an{sIu-B_9vHq^evC0FGVJ zSrw~ON)IzeP;q7zEE-i+YE=b`hSU7GgO1c9e@dVsmSZz=&&Zo79N{*PzLp?|zuyFIKU6_gEDfkwV;`ez zC%B7jI+gg>6k0#qNmP95nXvjH-fmXl?U)NbS&kgse-wB-4dA-Gf#2O;9&DyK>K!>_ z+NK5GPF4!W7pyxmr$Hw=R~IF3Igq=C)5rzg4xhVQja&zL(qhe0-RO3;YM0hJ zv86CL73g*^6)i_}=5Gc%dM_qc6nnxzp`Ivk+1BRChF~2gz1Sp(`++U1aoJESwLz<{ z-)kBcEn`)yzFy|k*DD3@jTG^C+b^RcQ*XZx@h;Zi@#$YP{>~QkM7_OL$F!iv{Bct^ z>E__QeDXEbCtm!ETkVvj` zl@}-XVnk&WBaS2zA5nBLq7L%r`+jSmbNU|x*BK4USaMG9v-kS@+iU&S@6Y!QZF%f> zw->%R0IQPz;;ry|jlZJ^=pB3z7)LAotaRnTOZZ?B?kM61fwcgq4m^LJNsuw)!*m{* zU^sinjv|03C@>-YLIHh-Oitb57>Kk-Kzaz4+0+KP)^CAsE;FUwOqpuaO%^&+PFA&PH0Miq%$LS|X>Q}DB2%SJ zwaMAiowGIQufbiF0ex5cPoeThB@_`pGw;fwBStm)wQ~RYp;CdG<-Y{~#8f0sdF$&T z{UTdnfxH~vyR{x0l|9kDu8uUTMpNJ^eCxeT)wt*PJh0mP^bdaLPOpo91`pV-E$+&E zUP(Hx%;S|>$CYkg$vUpUK(Ds`N2?zwG&7cq5FX+U1XiTfq zJH0wygFC$%;|P~~>4~daKe=2^TSbf7jn(tU>N)%BIg#kBg`G;)2{{(VvtXyz1v`}v zt!~6MIndN|p&`Cb6?O!N3>gYuVBJBY2FOG(-NuuLBA)cG42c@TaueEvfJ5D>sOc>) zlDx}Q>~drXCt@l>esSKFnl6SK1Wkbf4f1*7wwZ4|YL75m76>$ja#^$C#-eAPJPj8P z3kl1B;?N|UTt-JjdSd1iG)j^x%sl*&BK9GL4I>pORencmLs@W;*QERqkf!NK5dq9p znZyCbng(B+k!BGg_hJEJOIV?cnGVf@K?#{kOlY6j^Hd8Wpk`0B{z|6&)qwx3VY&$1 zR1g$}T}N6w2W(UZDPsdelcc5#O@oSTGAhJCEyle0oG>L57Iscp=q4`u^oT>i^N@x1$Q;J7ni}*5!>%C1MX_fgl+h-@l9}7W12c(35f-F zHHP*7ot?O=XQtt=1qh(D9X_FpP{NL;+QDLHKMU+GmT*e9lWPLz9z3a^J77Mm z1Y8XkQnciP63{$A3-s&Lp@emw3iDLL-uLRFB61wqi-1Em+%{FI3PKL!93{~Z^F7ZMP`6KmIcDpcNY7m4vUuSdMC9e?JOXFu!N zGtZpzvJc*g_4xIG{DZb@PkiT;XII*>@;7_vJEy$tOE1S=HXzcr)eqziz&SjS1B{{{ zD>MAwc{eeg3IA6^A`(5uxWNQX8abJ_Mtc*;LTo0%7bd*q>HcCqfGbUC@JX0&;xfZS zijquKHYfxNbvY0+e+$hHTNy#1VaRHe#mSaYk?QHMlGtU$$ibU5qv~FhqH5vN0f1f| zZLJgaJ%w9AaL*9IQTC$EnP8HQQXati?D)4&dA83!@ttyfSzR1OHXBhxL|qFHuv zfOz-?u`GuQjg2iZ8a#TDNj6g_Bzr*EulrFoLJx>D!T>CPTQi^MuQl_eN#15$5nrlj zDoy<5wr2phx$&Put>=ct(0F8O__=24rm@k%W=ibb*Kdf~&$E~XGsG;IB4)w1<|WVf zO1I{ZA!y$WbTF#kOuPJT%FDHcq~TOrD0}&`$1`4 zU9OFu+Gsta(Mmd}=W4Xt3b37aqxJMgtFqDBHG1L*dj^LF#;9~?(A+)Kg`uXoFx1t% zFnqW${An%>b!8WZaxM(N<-$;OVfc2bK_pU#3q#R`;a|yx5g6Jp&fk!?pQ5~FKd9f3 zxEm7pla#o>{>`5|iMz3<{xl`-JwJEy_OMH|8Lvwu%BUcVI-{B<9EI4@wBTH57jEby z4h&9h6J_VSU_Ot*_GDXQHVI|X1)zyH$fE0JBL*;G15fc3L!GyBNW6vjPA7Z*ry6{7imThKmxaD>>z847?cWA}gZOYW4^ zhQ=U!6sQcr{zMu;B*^^PP-`GvaGGXtnszbE5}cO(P2>jH1)mkVv}*YsdGd_9Id_K) z^ZArq(H!YXR{el4RWC8H|X*0is)Am-B>`^O*|43gdk(hVWI&%K zbmMp($Ba*;k~T9|b*I@f%Fx-1TVaOCMFEio!wf@0E7O8JTaaPJr3{DmSV%&`dx}IR zpu!2L2tYK9>}e5^NQ1{H+*mE+Qj;<+wJI~r8>z*Y|!Tg!{Dss} zCxP-iaua2r%n>AR&pKREG$F5H23xoxcm{@FhlYRoPDy5|71aT~UCSQ{K(NNN7=w@C zGab+e`ALiTAqJ8S=)*X`o}_W}V9OGGO6N&w1wN_EUe?-you(!j+5y=Ava!2l7o21< z=V#bRPs2t!jtY|jy~|a+6Kn6uunB;D)N??C=1y#;yEMq>QfD(A*LmF_|Ekqe&^^O( zVCqI?d+M&q@$)sgZMZ&mrIunyaBn$82c1>-M9Zohu`P$RaNOlY!#b=}0yg{G%5^5M zS}(676rWU;HW|s43({uOOQc>Hed*RE-NPd-wn5Zk~9an~yr_-ZSl1>p^_QuS zfeb=J;Ys-iNu1#ReCA*kiAQ@kLzEYwaH@L?E5yLd(N=lY#M@3*sAfU)tiVwR@OK*VtsH#hX&6?= z_dV^5)06w2_Utd&6RitpaG~GsdVhK0X`C zeLK0-HIt|?0+NP-K^D_?xej0TgCLb=ArC1bD%z`BOhps!(s=vQE{P7Oa=i;{$$ds; zXKxjy)iv?l2XLp6My&!8-wgqM!1DCyiRKzPJM)hq-_$)LAP2$D<(LDDa@36dOx^ix5}1_Or?B6Yl=q&@R~ zyQm-_>$i)B^*4_Qp4}z}`1+x=6c zt05+ZIa%ttph$Q{yaH|+gfzuM0E<9$zk?x{=MT~wq|1VJld%ehi5yT=vwgJz=T0kh zs|Mo|m8TWnD_e<{@QC?BH|N9mQ$s^*^!-#@z8`-M-%o|UpLmMz=fJm1-w#XdcY#A} zG!t1eMs=7j_?{U7L z)cT-rsFl8-xP%L}N6@#kp50eEw(J+ZR|*DsP_ zJsHl3#%7XcqwWP!7)6naB0thmid;?4Uhp>5nYO9y_sg%yy>MTB`;Yi)8B)v#zT<5` zx)~n$$MUN@5Xb}P%CCX_YWX#^Un{>x?Z;yKFXh*yeYIl0S$?guc>sqEUF|5*m)g&i zUv>MdZ@*H04cI1MYX468RciO8_J1nBCib7puN8Z-{90`nmfB~^ueEl$^>%X_>>$5( zNflNz*Ak7!16msWo${;ZU0NF5x*=#^4LJ;28hxhx8naDW8vRW9wZhu9H2Q4$HEkDG z<49|1G_P8pS>|XSic!+M^W|5~X;jj@e=ffUoDXFQ0@ZrflV>lKUp0H_wdcc=XIoc8 zHo=pwp-RufkZL0$|4Ib9XVjgZO5fK|b%&%(N?T$dY96~iIS4VwoG>m~p~O%$YSbzZ z2qWIF(^h&}i7Pv+yCQUo`0ilCfdq7b$O?@uh?QD8*SUl``@t9 z9SUmO~)a zwzEFSBk5-19?rxowqSA?*1sCpj~1z2E0c7~7K~(C-r{%O^6}AM<2_xidoY}GhmE&j zsMFRztue>Bh$h<3;r83ZErYFPur+fjG1!3{?2rHu7;Jc4)@+cW-mtaq&m3!?MDzkH z8BQDZx=O90DN;FAxjgroDnJ`kA$tnac6Kn2dW`gqQ~5IkEZ*$?_sDEIDO+?P8#XwI&YgF$HA6o<4L-ozZTE;w#Kq&BT~9jE&4$6?0bGD%hv9%~_3ehUa9?YNpCLi>J?7 zb>^JaWX|IDoCOY^(ZrZA2jv(DAbY8J2@P0l!pJG^b#RJ%9h8%#6!#bqt^{S(S!N`C zbwDRX8+YuIl}^?#GKlxg#@OuGC3Oe8B>6#)ezRmGgtx}fX;aIdASO(*IA!GDaxeW+ zAlZ16y2J!L$t>X$UNd{R0e^!kF#p9bU=*^VpwdC$0RpSP4frUbH}eF;DVC)FUa z_wfC!8uZ^JUoWUZ|Mh~G=a1=2slQjbzj`mFKC$+szsP?+x3JaU?W&m_>Vl|@tJ3o4 z*^2n9D{!cY>zu=p{mHzPO%l92d(?qyqr20(m`&?p+1!(=-QJ|Ly}fp?vI$ZAn4iZ% zFVRVuMsYup7W|!RP`|nbvNx_eVHo^30Z7Fo$jTIuKK%CjLA}{Pw{OZ6bpCddBk8%h zI^BWXx66Sob>5xOGRLI2ag6MwcHn(pY7@Ix;QKy74i_MvoYpPa24*SShC|%&i2X*V zbQ_xi5?QG1O9ecd8p(Y+d;f2Wkuk`g{55fN@6uvhI!mk83f~Osb4qBriS59kjkBtm z?e@j`*zX*71Vyf8hWVF2iO!#mi5A+f+A^YQAqq0wx?3~%;O6TbBDOBl= z4oYvd5^pp$$*Q!ID2Qwo-6mP~Q9?camaM6-D}vIuI2A$&20hIOy{0|pwSChQ&YC{1 z%Q%5?-OSDizNlceWVzT6jn2+EM{uo(*9qeSe4{+G<0L5ICvWaN9}=<1`kx+3Ub0*=Kw>$Y1BUIaYiB zr+7DHZAzL&kiBiW-TU>=Aj##MLj(skl&f+)v>2Pw$?cXJ)k^(aHI2QK@Q$A5Z)CeME2rvblv+N+rx=Em16+|He z;OlnAUpRdE^5x52ub}}V9FE@xEbPQY!{Kiblgux9g&t*1p{HUU0S*-h1MBC|Ol_F^ zf~-VRkHDV!(C29JCHVjx%a1OEA`x(pg0>b2S91UhkS7>w|GLO{*}o3ueyyvcq`gO; zza*-Xa~0NrCJgWSaPn$E;+pVL>puXCSN72aCplHCVZw&v->8SFJ@TQ?dA3J}zLMJa zU?zIy&m^5TsP(88q{BfT3iZO2pJb?Ws>f2JT3=UF$`ha1xi}E+@A>%MG;iH8w;Jv=6<(~0JM2o{(Vf-e@ZoHfa1}b|PD=p(Yai|<$ zE#td?A=GmDyq%-FrZvu@sFx$YhJCjC4t>tczJuJf0LXO|1E>hbPd^pwYD>N)=~Oet z4(khY=!TsAk31wnks`7^q$>^wz0#%xj}{c_!Z$TR^Yn4T3q&ahc-F2Eu5#*B?>iw0vk1 z6VcEd)bd(%IfTzks`2_P4&pc$U%>hcHS6%#oJ$1kII64DK>bls1JLu zG7Zx(^*0yw|NV^!ir`Yeu8!RBDdmOb)Aix%TTJlSn-N7pUN!enV7oTeslfS!Q%pNb z@KJ(p)&Cd^c`&a}!A$gNZ-KXa_HMBdg&rmN$8+6M?eS3~&;Z!2SEEy=@nG34E_>pE z%4BzIqkP+P@ApjIWva{1z+A^lk(Q~ol5U#rEdvvEnZrZ{J(BQO&p}G!<){>X_BdCl zZ6(GU)psCGW{)!lA%klk`lAa-8YgzI`;(?A-692t9@j7Q9{ojP1wgZ?x}y7RAW-E|mTlGLu9U*X2Y?6(AI5nGKq^J-=yt1(m!6uvf z_;;mgqD@7FKd{+GxH&e-rXuc>Axb)j2oIRJ4=YFZxB{dGD)hNzul6dq7NrJ84UHtL zl3rf8*1rBK>|L-d!E|W@f#?o|;42V#jx{-Gy4!MqQgsV5Pn&zdkvS4=cg zB%A7LTKTXb*@J)g-#uuXEnn$2Gc^Z$+JtBCy#){-@4ba@H3ng1YR`1aYS7Nsm#d#g z+&WGb>Lb3Yj#`zcb|uXYVzjjiX|XVZm^L?E2qTCDb%iv9Y!Le+Ho}nkTi6I``s%?d zdZ#xeX=7`Mig{UWL70clwr$-?E0w*SfmQIzG%U{cSb6QgYhn$olqq%yuNW!P0eu%S zRD)(-rN1p0DQY&p*JT32+rbR9$W-yXA%u6WrBup-!}v;wRxSHaJ!LQ@Qhym<8Kq=! zjGBznFv&)gOk*ztv;aR~>L!6E?a|a$RAEOz#NW4m2_VI$fiJ-IOzWDEEhe}RD~ZSl z2FM2 z+BOTQ>Kizk1pn%3S*PrWb4-M`%VA{Hg!aX3Xf?{qPH`s5eA?5#s7amOX(8uNl!B5;}LC4(iQyKaLhYR4;) zQ7hq&RvRfo8owE?%t#;Ku5sOaF!!CnluU@|DY|&zTDv%T?Oi-rb`j(gxqq!)bf)DH zTUO|R)ZV(B&3^89v|UMq%N`K!f3}97|HAV(Tup8GSlMv4Sh2-^tHu8G7K_=W1^r9V zN_X~i%%6^rCOz=0{*qDuEt0pZM@rlCfPSKlqZ$h5n+YZUSpX4^DiP>o?(>`yQ)os> zKcbq&;({x0YBFiwG1V*@G`tr}1ob)@vHkf=m%XcbWFV^e~I<-9tKT! znfZj+S#DmkqgXaPy2C7M-}vUY4Ud(7jJ~Z{cKK*-eu-b8RQUy+%1D#i%{2aDZ|aRNTY!V$?)umNF& zNAhkx%1HY*fkt9#d9_WT(U24XN_5rK(wqtBb<^F?SkllW0FY?_Jf^%Suka~=-vBnI zikyhLIJ>&VHePAN#&i{lSt8!aOzh~|G@QAPE4E~pJjn3WNLVMZARLn=AhByUHwW~S zN~}&5+Tq0l54%94%>`634Z2M-)DP8z+3>Yae{%(DP&K=-tTfTIn026Y(65u&HBO}& zf~M22Zx_D~bJb(4#ZG~`t66l3Plt*PG@3+wY*l9z^_KClkt~PohS`N>f~M1|kD)zP zVcDxX{{-DmY{cV3M6AJ)ea&WIZ%f7Em%?FVYMCzdWDN$mhLxtv4NDDr!tKscQIivK zjXJ@YqN5^gIV#xSyX=wgJ>~d+1$}^VxQk2u)H92P%cugIWauEEO4@9;rb49j?A^Jv zh#I3Rw=m2KJ1CKTi%rE5kSwMW*5V++owOs8Z6seTmdzvTxx-3Fgt#*?E_TN*8fKnQ z*h0X2g6j;_O-RtmJt1G>j$2*JJ=2Bo?!4j1Ud50S6%{B7KwCzpi&#^gzog^zorsYn zw)=H6`}2Mi18>#D_CgC_Ii|xTMtFPc%Co$(tK$kIm=1S%P$WVtM!0NQvc&g!y1kqdW^#5@t(v$~lbe`zYc zDI$CEpHF$&H-67ah$1C_It}v^Z_mQkNvuHdK#t7yw)^Y$u@v@ zi2Lt7ky(Q?8rv!70-tkz+A@DA{RPL&kKIF3x=jT9a73R92CQ zCvr`qM^PWhNVAkGLv41ILD<4>rfOC*H(#6H;IB0|mzqMYX_juWn>RO$1-1uH9a9%~ z^#YsW&udV~aJ=n`EEmJPt84 zSK0@Dk+Pad8TLn7J$EAg3uH2N46%r1?6&k6wLFQ>8nZxY-2UQbg zf4)8yO)fFjA|hBIvniOEL}7t|n}VrntYAAnbEeU;;8tQ%OpETP;9IA6?&#P<{UeiHI?fX|HM-lg;_$My&>?R1y6w=YpH_G@H7 zP(G0B>^6avn?N$_CQz3OfrN=o;3nAw5^e%%YZFKr5oHp$2_)twYyyef1QIik%9?Bf ziEILiop75#LP^Ia02Qj3hXuV^+=NXa!EUk~G0C`bp1BE|Kx*o;3Dn8 zIyZsTZ32ljbIN864+h+B*Z@qA&D!ae-KMAYJ;r^f-1dA@nVR@Io>fI1_@DEFQ6q2u zX(;h&x~}fFR<|aTa)&WCZP>hTSIxY-*Lo;+*{-bOfR=S)e>q*{YmAMuh)f12aGW|$ zimy7nIa8Cx$L{;DUv?(6$SiEj89_a#DI%>^AeE-tEPLjc1#|L1AyzrJiwp2M&34Gl}>l zy%7uPm7u9QPS}f(XNNZAeb&Q)g)e>G?U##8W~vOInlH;8qN9p#taeNBJt%svw0l}P zF4s)=H7<7Z(TAJy;pMmZYt7P*ZM0`gVYuAo=;198{hLjGt;<~v`((3Nfb#O19Jnw3 z(Ldn8z3&hI!5z4Jot2~8dd5t(a+Hy|RjM(jPxc<#F;ch1atFk*9_9c~-s!}d%Mv;I z#H2P%+d#EM2i=5#0SkL5F6x^jV1(zaw)7&C^ zVTQ=gBCN3xIh$to`9%=fOP;^xQtE?$1gmffsu0^rzbOh?=UEuRcOVBH_pzSaoysYj z_8>CJ84N%HwR^vD%54cp9zj=Z*uK~Y@@ z1#=dxF6>*cHC?i+EWvN(tqA+Vwt}+gQiE;cn353VeR@_q2E&HM+|t{W{K%F;MbV%F zLZn=E8dLxi-Dy#Qkspm03wYSke7(Zouk&SOEdOAa(e@!a0gvdmA%8!w99C^-#4^Th z(uA_zsvpziGc--mh!jUYX(_t?*BG4Ilgb#eco<)CUjmAKif~XS;@< z{(t`B?MEK_`g`6tx?}sW_bLH|c%_hn5*i$FG~l5=9};jGHp?#fD|zg;hG)UVF2QHN zeyublV>`G{FPYvt_;R9t-BY&i8d}C&@PAJ1! z99g63%Kl~jIw6WpO=By9Hh2_h(%gSB94RW8$`bhFmCO&G(*IMT!zEvvb9nD|q0Aot<+& zGWtSIDA7S@x=dtG9D*n9beD;6PC185-&`gIOQ8e$Y!|=Z)s)&%-)xMB$S@&o67D(M z)xw=2eepI)B6$PawHMemJo!fb`b`Ln%8B^y+JVmtT~bfs6D>j6ooaJ4`!Wns2SfDs zd{>!J5Sa+zDP15Y2Y6JBQV)eCC{P53MH_4lad}@T^Rb`k`?Y@kTVO$@QR`d->-2y= z+h}$6d_zWn;H+mG&FuJMJbbRgEUBnppRE9kV%9*}$Q})w1$uG5(lHWhKpzQZL=J~? zzD6_Fc87%Si0s}*Q;)WKP!7_*5DaNrnohGe=|5f9QV^92enmD`aD*Gen-$rk4TKZ3 zT(`WtaYa-!dj(bpqtJ>W4o1H|+rR;9gH(O4A;Pq)3;bjDBEnYe#YX#d71^CtT-(`I zF0eH9QBI>3`g~(hWH%VllU14Bz3y|IpF-QRsR;U<*r7T2W1>nhB9DLUs&ZZqhs^=K zuiBcUhpO0ODEvonlE%x7$c&x8J9Pp(xl#mFuC^{RVd8Y9W2}#cc^5v9gycscV#ZFj zIfpTGZx=9|DBTR>5Y(r{U_g16f^UHtbKvxI=jnPm<_HNp#$fkyb$5K0&KM~1(f!&> zi_B!gY@VHeiL7n;GI^y<9So<-hP_uIS|gHJZ0DUhJ7qPX88B_RXM7m*UEQ0AP;tT| z=GlQmU-YuCyo#a5C%jfmPVy@PbH4oV-KwJ8sxqt41JlYh%BXOP`b3wA`Z(T$@vdg} zjXOzoOb?7~7qUPrXS`Q}RZ}5OO@+ZiI14A_`f&MxGL}kY!I7KtG>v!`Y;=*m9Rc$f z=E)vdg9ra?gDWPDu@&)T(*gu{VqyYQYV*jJsbrH0V>6x72=aLci8OT`MUJVg{QkyZ zt>84>Q<7sSVsuqX@?RmxP@?Y(sGO3QfG>w~FN`u3GGw$D;6`&mU#Lu79k*v4qX5z0 zS2qz|EUJ9Txqy_bEZ)O?A<>Jl=A*XLZh>V0nAjsgWc$gSuM>)Djb%2@z%0l_+t9_) z&pw%_t}1Vis=O;yC6FD=@$1S^@G(He~EB$Waf1E<{OkwNfn$Sm~2c z(#n{MW2$X$(e^lFz`hpvz%^jB#`(FB4I&^LL{~sIhy>YSNRSPTARDY5nSpFDG#9c# zufrXng$@*i0h|`|2g}2N9x8eWq|WoQaX;YFYg*_ALk`{GB+w6Lhc_sz0lVU?6&O>6 z>P2LOsu3pF*hYx5nHAw6dVYk1q1g})B3v&K4u(1q4on;2;FSVlaL<(y4u%}U!P*xW zJR_Qhad7@xFb=+YL&$#SgzSZf(fF}MY_DVES<`~nEP04CFLbbK=ytVVKl{c5x-%i;QrOmpwST%{r2X~ zaESyinpNQt38$lF#aW^Ha1iZt+$a^p+Y3no&V)^n~8ad9kfEa3FGIQ47%0L z&D?K=Z&w=HQ%P!k05bcq(QtvT*Zk<8If=|m1lcQYIRwSxKgiNjc1?PY~bE}1Q+iK+P-`_-pEqrryl(B>O!rf%IcLkYsei=klMPrnOCi%#3ZJ= zz79~lS`l+$GD#6J4v6*#+rL?K;LI&ma^mkNwx-e9cOfnP&74_AF1c^^=hhK(c=iWj znns{|&LnJr4(E-!Up5_Nniz>dR43xzBmina?6pqq@tse5*^%D_hTeOg_H1Ey{=w7E zL|Q3B*n4Gq!R&rv=hM`@!r@>Lvk$|_EN6SBe>5b7KPBoJhns49kNi<1(iu}j>MkP| zwjWRCmiT7t3y;$)H)KsG^H(THJzqhJ1*O^VcBPErU+$&vOmsz%t4_B_uahQCW)5e7 z5e~j+<8eD}%*2o=C0Kcp!*=sbl>7EQG;7vLkQUjD*;82GVNe^%b}wQ|TA6f#g%v2c zG<=qTpTqPa`)4=FcX7;TKzevDO}y2JrRVEl&^jy3|P(*o|l>Z_YC?&g8q5CWJawKEC8fJWEbu(@y(5x{)sN>S{%4bxbeJ6 zT_YqLzSWLaE5u|wy%qWj0GFs>Jy%s$K&9epT0A;Oi?g{}oRuwJ;jb;CVf`usMEL#s z9wd+kxt3=CIE{_K72Iy+@7*melwAE4em{Y(nElbl@?7KE4*4wmkqL+c%6mQGJ=YN4 z^L12i2?n%w#33{=b#Mt_KG)0%^T~wq?9*$Fm%Z&j2*T2*38FAG8-nMWLGM=u!EDCA`hC`RDH**u|u$mB+!*2-O7vK$pY zxyH&&yzFxtSR#S^n0>1sYK)dM0h4ort;X+TU^5%x3G6mqGoGY-`}fuf=$kN`mhF;F z!y_((*o}rAlnF-QV|}>&eldP3PP1=S_PIV1d^DGP*2_sYURJP4Ae1yCue9BHV#wZeGqUsT;_Q3BV!Z4F>)2eF9BtA}xoCMpz3d*b$NuY=yzIax6Utl|FZ;)Z z#>;l+R5sbk?AV|b0(EloFTYgMytX=h;xAvsPNz=pHn^0m?7!VjN2pI|jr6;L3P(E; zD?~4B1fI`)ao>8ctP@C&$a*!SHaB^!HF`6>tI!-GLWJiDsdsV$hA*MPB(NSZ+Jao0 z2ngEb_YR2u`%(C=doAlMRX$j5G(z=SY?n=#a zJDZ30FwJ8|vl3}mbw;zaYnHmYX6b8bRx43+&SnL3HLILK@9LVRuBBPGDNy2Esad+C zS<)!u^URcf1>jUhfwBo`5h#lXa4`$`j<3n5SwNFbNDC+<%>w=uz9zq98`?^|J`fn` z+4-9M4vT=E#@FPNYsu)@sgHu`)JKFP%(fZTCTdcywT@lNpTREWPh*$Tj$LYcYkldJ znyaWL`_=4Lb3;3FC9^n znwzMJoKHcUs7Y^a=2{li7Ex2sNz|l3)D(<7KyTPmBw+`Rs7YDh1XGBb(3n=Eq=8gf zLDY0Zz<#0v_MV?R0sD{x+yJ*b*y^^t<%+kI-p?h}BAM9>xz6T%*V0QBYLmQUlr0zQ+WV4AO@sa>cBa}qa#3i{g95QQ~hMbn*T%l3hfyC?= zlo&^lf?1=68mzDD#XQN^QpAHWi$4{i>UWJ#%T^lZ0G1FcXbpZ66tk}cSOaxQkf^S- z7^uS=A=bbB`u;qgBH=BMvJH%EuxxzG1POl)_1gs zbGG&>7eh4%En*;ChBFsK(4s}`SPb=y#Sm+1 zt5MQGEQSh;;a6`6*iTZxrZBz!oQT+sHS8xUViPykup0vQqOM_`{OC8%(IAgwWP=gp0N}_`n+{v-ua&$wAMxp4!F;^Qnt0r-R;^MOmAx)V_PQ`Ci>2C2JT>hsOJXkqm8<% zRZ^+r{Kd~WhX4$>W8W|T3a9)QPWvsM@>{jzw_wU|!Ia-B627FIXc_Vo7=L4-`dV28 zz$k`@z$7e0uc1NXHVCP6a|3d9y3*{_%WsI=btrD*-|rN+$tmJCK1IMLr~K9VTeai2 zV9Ia7l;2)xaeGgs<2E~<-)6-n!S|boE59izfk6>>pl}B+suozAjKyL&XeeQEmA*WL z{l`@La&VaeK~kb%3vKDEK!$&YYvtfdYDZ|`kC5A#JshUbGMxH=zdL2-ko;`Qs@4XJ6ICvp0)x2r{!5}5Rv3}yQ zp7?vu2HF3(g>(l(FwkEF5_>Zx-XbY!P<DBSR*~eA+L{UnM-Mos5G09=G=N+pfc#SGAD19M zB&yltibRcTyR`$B&KylI8aL*`1@|EkYjvWvjfb{Eua3+-bR}R)t znBJOg)2*ZH_;4XV6pTXEJ(j$Fxsm)aeTq4t=iW2bXsFB9Jy3&3vXoOLm zRH|vM-soaXCf98xJOK(&(y>XhanL>;)kqeGB^5Wn|TkimTN7YSah1tT+Hikd^HRB-2zBtiA-lP$-NmYW%;?|$rACyD7x3hlo2 zGWEm;+3&rIVOXo`s@4r1U_v_*B)dvp5J$4Z;oPN#{OP#?+ohY?dw?eyx)LXJ!LOot zO370DzOvE-8cYQIx?fZ0D;oe`jZp~VX*rk_yk6i}>bwT_D4-#n)IuMnj{(8ryp~_~ zszLuKn#jx}neOak_%U+H!*3!_yuABYJv8g;8Nb|)Te|RVP5Tzm!OS6XyI)+1`;+Tm z;<9U%xDPG54kYf87eL~=+7j28E^&=HCGK4>uEhP}^)GQ<*D7)QuLp^H_yv%-MqA?Q z(5|>Vwxb&yB#=YnIm$=%`Gr7h+`T|H? zwJmX#=@M7@X`LJ%y8b1udaV-o;p;)-_P+oUS7}RJGF{@5pVqEAas5kNp|ikdI8qBuq|=H zbcqX6=cpzAx5!?LAif9UMh|O5*#nZQlfB5vUIf{ziDbnc+%F<~=@n(KCbIW#CwrBv zlf4+SSD7w*aZC0pSCYM0?v6^?6ZGY|r7vp zIHdckBU$iMQ_ao}2=Lrg=u!rTUU=fEGTVT|V9ygD@Yz6DN7Y*l0f_Ch(kF+Mv4Shirn0dA7wDMTQPQU3 zKsvydw58CqJR#uKrY@vkK*7L$tDb9_kVzvWqT>nP2JjMXf)NBokG#<&TVzzUiJL{R z8VG?VwTm7o0zz~3Gg3VnG0B!DhX_{zBkDS=?PaF-c@oOX`~9Z9tXfYa^f(#e)9y0x z$H?u_?-9FCn`#@GuZmo^?0dgLzzg5RO=*p8m6x>3Gq?(|4NbJE@EMX%st63aA_Orw z=we`3CmZ`h+VGAlbSnf@WtMv%_8VHWH6t~**ib#6u86PC}p56cMA9~r_ zhIj{YVtlLk{y^;R^pHa05YBw&lAvCEm8f|&LR?t2jUenoPoxZ(q><9ZS}T|p?627SqIRqR%Y52t{4X>mijEk{H0;5%# zaAO~u4H^zpl@271CO!t77g)`eNr|Pdk>JGOdo@xhqtPn1Jw`*fHCKBINt*1lh?6wo z*pw#3G7`uUgOHF6+^VM3t=ogAjlZ!Tmz))W@nkn~d@B8=s(DApRwI;D= zTR-h>|AbtR)^(4#QD^p?^|JkUdg%`$RfQOiMNY%O%9)WuT4MfRSw#1Oz5qf_ULbIs zm=OOK5hMrzpqK-w70(hl8|npdeEhYdn)Jx}7Te=tvjEZ?m}tXhk+fOB0z&iRpOT;~ zu;=}z;{fQ_L5lz^SmB@dhyUv1pFaLKN6&xehu#icx#$o7?VrB?_m6(|BY(Ag$M*Z{ z?(rfbu$)kBX);71mcP5=v5~}*&#=e^V8pEoBQBB4Nq3{#nM#r1(}m>01!8)Yi0SrS zq{R(I`wxW{Hxydj&|bJCw74O2OOQGMlv23R+wwojH8s z(_r&0S^NMIbl$N8hC+@TfY&m@$3>`O9hp__0z4@ofEYp1s@qe7qZ9z&$kc>+Xn>1l zjhMeXb%}|*p1M^upwIgQBG3`Q5VM9Yvty01PeVo{!EBu{$P@h0v9|rDOe8G@i z;IFm^0Fv?*&`jsU89MB-&pp-BVb6zDVgq}I6*?WZUq2ZZB#U?=lnm-8!lr#_*C{W1 z>k#omj{y*{wi$3n!3upQ9MrNuo4}q6+l|&-VxGhT6r(ODd57IdY-keF){TNp19ps< zv~A#p2W?x*J+YN5cA5$BW0AbPA$ffceeNlF_r4vdI^MnUF2dytK>O)PK7r7FIs)+r z!1wbyFkIIKYwcIPydvif&5XrvUU9^OMS~fFRZ|hQ!K&=k?K$M_a010Y!q%I8_m@CW zY^vE)i!9fm(4L8!a+5tF@})=d=A4d-)P_h{O!L^(^O^-WbVjvBvb930DyE*2#5`Tk z(rV4@)QahMAhWRxwbjT&y}2pXmK6$PQ>o`w^2jtCYv+a*fkvJ%how-aTP_C7Pz^W` zj+9II{<^L-4yrv4isNu{k@bWm;3qZ`>RLvkYqpULFfHeRj5ONh#gKvGCz;)Uia$@%ylkl=|TsY-LJ>P?9wgh!`(So)wM-D?XVF! zobu3w&z+I(xs-x20#}zHd3Qkf%22KXzKP@+2#|M=H7-V6FpHxz~=gxTn|^s2JD?0vLMUgpGhbQqrSf z8fRijZs;iDSe0s5rRJ;(19mnL7B1#NQa?jV7hi5XtmR>UK(BQZA{@rd$xK+DJAtkt z6dk~J*UInr$j4^cuY?G+S1{-b;B>e0n#&};gn7(3pH{4w9b4MwGS5CTY$|p+crXHD zR9293=F1t6snaph?tDyAMbgSENZ*V>-H5M2>MT(>@dlfMQ4`BKE|2-@nI;iyv){j! zY@?V~@-!|VaFa^5Qu!l6b;zny%_5+Br$Q5ubs|EtY}8Jkr47hWn88WfH`L@RxgA_` z%4L50Yvtq$syT|CV%s(PYpU!P$snX#+W4vD#N8zXXG1x%q+=+J6&zj5yTD20R7dM? zgW9afVGlk<*-wJ@OFW~24i#4@Twq7yW=?wHikxmGyDpd|l@fPl6GKAGfj{H{NGSor z`8r{=LLBZ}WQ|kbN}+f`^}XC+gwy5gcW6p^R#drK6;Szzvs)d|uXh=;jxkS|3$s7! z!<{u*-V&>})U~{Xn@ybU4ftkik@ygV0V4Gw-sAGM$paB&q#nirx%9j|5u|U@sV2z5 zw2vgvlpr1F11bW_UhG9T6tu5iqwMDwLN`-*Av2?Z?07ryG@**+UuQ zUV@VQsY%2p$iDuIAyC+HcHoS}T!g^+Z6aA{h5e?TDBGHwSa>CRn*==!9a#H&L#4Uk zYM}y)@xu2AL}O+mhlL51iTql4Bmbxm3to-5rLm0ZY^a<%+p!)@Rago3EBSm9p90(n zpoj>sVfJ{J@PPTwY=Q$lwBSN>24cZlS5iu;R}6q2Bqr(DfIf&~pFr|@_Re1r3ata>?_L3t}hJ-;)+%XDpxvF}9%IDO2H?#9YPVQYcr37_jZF zwCPTYk&V5(a+7gJr2qmV&a9wUi0ZT?WY2d* zbs^S?S&8bx=O?OLH5*Y~i0dU$-74S?Wb%5JEOl#zhVHH_v(&9}EOocPxKxPYG@iQC z*TPfxr5ob)GbCOwJPG2DC0ySLR5mI!AmTd{lhtkNW2&f#g%W<2qRK0^X3?;+N#Xc{k5A0x3Gw?~3TIS7cl(RTEWO`LhQ73sR7yTuhxDxb78%J6gw zUc#neJJdL&xED+W+Z_HvP%3N*6cFE;CzRupp_N&INQQD*+g!w~Yz->At7+o0vNci} zo)s;kwdo~}6sm@&%j#>JQT>`$^;(z%*%e=4kBR`^Fca7#s?{lF>Knzuw+*)SBalgd zt>Ag5Kzuu-z)myJp82}ih?VR~zTp5{HNw%Yn#}5r!Kgi~Ldt%jO~X`1fU!dXR6H6U zrmI;-4By?^7(;79X@x4S9=?g#3SaPxFfF85CZI}-3&NgNDV=A=GhJ z)1F;vFMi-@CwAixKkeCmd-!2@;des;7MZM+CNi3~e}SKfMktiaz8(ukd@}iv4B17G#Di{2{A1xB-vi zYxg^L7~bg*8+_f7{()m8J}u&ib#1kG*}2`Uc<_tBzVrKE^K4DVKf-pMbVnX>Scknq zT@(6tl0));qcZ*<$^oFNwn$)%##@tdizg_YSUbkvvc>AHX%V(>thnjM`}Z0NCcuR6 z{r=ZzLDOJ8y`RV3V_q}+r+-IsF*}JSY9kH9(-VI~{{t4%41od31E>Pa>Xtr0vS|`u zl2jA)xv!Q$7}T`Ctclcw1NweAQe1WaZxxPv$H{5R8d!?ecY219R6=R^nFXL$>}RKZ z*Z=+^hUUocs|tTW-_AEIX45!W8|nl}6Wf7r;y2o{vB13naoGvqec2#gecvkpHK$3h z$gY(gazl6GB0E%T-F)|yhi<1iq4RM)Wjv0^c%-c%n>HYN)=rC^-yX)iD9#H4V^S;7 zvshD~#7~PTRd5nU)NH6rreBOjF4s0GmK`8qJ%uk^)xmudTvHP|SRsR@Pdl=eks`DU zH(6!EZFbMtSg>W?*1EE=8z{H8IebFd;&PuMCwZ8fkmDcOLVTt_^hBSp0uGL=4uZe3 z-@BdT)}bSOdT0g#Z1t(C5dZ1y+vsG~K|W&-(J z99ZaB_TCJJz13bK#ErCV)dYD?J676owO4_aEgN4{By`#_!a@-0h#D=n&cMWXimprA zJ}pd{HHM%0tG%T3K`>O255}d)2ic!?Ii}dM&ty7b>Dgx&7r{D#)07QYV%#E831v`P zBhtip@U<(gJy`Gi2gRv6O`5o^ugYT)s-z`U35BZi;|Uei{Y#!SL71TF+ilMg_smkv zj1#lTm$k&q5R`E?F(WM@*+TUU;iSqE%=Q#lSYN8^omm}+ZOLp8auMm32eX;4L&hMe zSsuh=FwLf4jdU`q-y&~!+=gM5mqLtv#>7Mr98-h3m-B4Zz1)!^dwA^gE-H-10ZM5? zQFRvB9!ws-WLBWj0HHu$zj?+=2wKRHf-%)+kBxoavwhh=4~We+nayIGIKLR8cd3nH zS9@$F&)4$Anj&2{_Y)RSo=Nuho8^fLpKvY?fq8x6N1yYukFNL9X+>zl#14^T$=_Dg z5Q1k?Q*%~9++<7)9Umq|TG11D{bC?l!l2t}MeT(W8DoIeo!-mw?KaPUnYxR%#x*2; zq+>0#D*L83UUqbSO{MK=f%_T|oG`%7w08$G5}qt$Q~M#7(T83mL*l`n-=5dyKrV$@ z^Gs_(6PU&m39hOvhZ(77$}mRuX}G)0++#V~a@>NQhYp_4(@3;g9R?mJ^LyCm5N5xBLvmibNUBd1qsy#cn1O@3inEiTB<3_t&nFcVL3m3 z{G?N=gr(F7XDSydDqnOxF(`}-u*!~#75~&XPI{IYs?a2I<&GAZc5UCTq*>b5sC-Jz zqT!&{BWK#RW^_??)~OI>*U~{kt4A7s_qk;wJ*bfBWq zc7$b2RtHi@wC07^#$*A%O*IOi^QL8^%kHBoO=ri$T#l!rLulD{{Vj~q)kNx+9j>-T zf>IFG*en9X#(sSC*P3*3cl@C{|L|LXz)B%T#ZVMs4l;`3==vt;xRdHl&<;7q5Fws3 zPiR{vG%#%{0irk8*FpXP8<~k#c{rVUzfJ>I>wnZInL{f@k00{s@{Waw|qqC@o7P zMTlmJcH*0GBqx5icblq-VjUQNB#*2|_Q0?;#7iHr{uY=6H00kzP6@L=0+)t*0Hwv? z%<#69biOeICUXzHCgp|+`2k3D_RNxG5SCNy*xd@pgqn|oLQc?fLwk0O=Q^|ps@@2T zpyf;oEwoV^;cPbgUV?egEL0r#j3h;wUhC8WQoJDjS~xwZoI3*IqmweIyy7SXBsR%J zu*x)M29-Bv1eH7H-wFo4B0=SeginLK*o5t%@%b*hfNBM^Je~qFrmI@n})qQp9CYd1~SrA>s`QDwmbOIR$WJFj!P; zvjvqmB&a+!jaE>3ZAwsiI(JZcJOaDR$Qw1^3~iz-#jabgBX<4F4I#fF2b7~4-!l2F)#3XwRcbqn~OZN_mUlg~wB0smj;~E=n{Kr&n5Av{N^R4wZGmgsNpEV~UQ;%0J9Gl;(W=7fM`GD= z=M3p+r^mP*zr`f6UztF7$4;`_Nyk(2+<@MXZwGxUfQ-_mo!$9a`biD4pG`**#OUbh z*FD{7Nkq`mSt0J|*9TSM1ss(FN*syV*j+UG3kktU;feDSC6f>1(O-a)=i9HbnFl4p zsLa%GTRLwod% zZjri`{Bj)8lG4qeM(O4|O1G{SpPSd_bMxAKZW?@Uy3Ob2p&Wk-pIetpHQ4LlM}`O? zbJHMm^FZe2k35iL@|GHZr0^Y?n`eFFlgv#!GB>i3FC-z&UZ{k1rj-s-QxD}bjm ze7p`xj(9l5$NhOt3a(2uk-}d?MK?a~DdtTU4OUUi$H!}mp2?z%wG<2R@%o}~vbc%0 z7YipRC-3k<()C;?CyQQFH?_%Pk;zPIs*}ZH{*2S;LUWVxADJ{=CU|7hG>m>^vRGmw z-1cx$eFT}hruJ}=J~D}fHIqDCB#%rMOCP?&f4xyAGmH83B0k;Ar*AfqSz!7eE-H9> zzUg_msPXA;GwWs}J$Z-!I@aCb(>L+yER!kXp33mC2J*9#c4Tj*?uY!K;I{m%)Jq^gEA{eX-fqaxO5FqbS*ceQ zJ-Z=4D|HR>vr^w)^zDZHtkglVaQE)rLrhGlm}Ixe&+bxwb{C8Jb4z|Ec0+z9c0+z9 zc9-(Ar>IVd{Ol>xiQOVUdx~UYcd>NO5W?(5ekOK9ekOK9ekOL8^0TL?Oo;sKDQbMW z+sxZj)F*Zq-Mfbni7)aqu^aNk7T{^h&jjRWVh`kJVox!D&k%z7MSdoBLw;B#Zm0ZA zKz=6nKz=6n6bp6_G2)-{!#)M91GiItP@NJ>L&!pa{OlQG9)dRho*|?nKz?=)F&Ux9EZ8$dWRN9h>Fyzt?%iy<_YCRe zhPCL%E_)Tb?2_wyll}h!)#V~}E7K!&VSg^-IU{ugiPZIqU|NW7Fe60QZ-wY4E<`uG zQi!gEminy_U7v>ixE-SFm+__v^M+@J=vG=Gx(R}8lPMv($&?UXhTay;?($m!zLm}p z-Lm>th^{{+M3-F&T!^mEcvyd~5Zz$T5Zz$T5Z%B8Q$uvSW(m=aW((1cXNKrTvxVqJ zCT1(5DIvNsx))zDM3;@OTy==<<1R$kOv!JZ39F%;<=!ha1}-}?Br8)=2;_@cNeHlU zc~Ash(y0nkrUnw%$*fn7V+XW`P4XCC2Y6a=%2M~$13PxqcdiToU4V(0b=%7yAWTah14R1MsR=Z z<;$ONl%%nX_-GHVngYEMii6K`SmB~#)~d3cF0A~hHp zbd_xPJxCV5mth*NNX_z~9JI1L-oP{*_k18FNV(a*1rl^32_%I-EkTa?i;;v_m>99Q ztrS&Bn7Qjx+Rl(<8)|}@hX{`SfAaTU_RfJqJKsM?#U#wR#Fjw+C?avx)eOmz=NXa& zLy}~BaHxpxn{`OkwG4@pA%Q)&GsZ=^a3A1%>_rDDLD)B*Z2k4T!=+@nbZfW*>)BIo zxZD=0WViwjSBq-Z7fxeJ9A7V1H?GQJVlJkOAzO_+FQ=-a4d$GJm^!GmJt|>e^f6myY%aqev2!0kVgVs zk`dPL-qPKSP{EB1{6k^#9Ba9>Os>78eJv}?tLwC;Q;D4`RY^p1Nt<=rztMH9QJYwQ$b=I}JMRK#}yo-7@=z#APcQzNL%Dr`e zF@s+Ly5K+WK+tn>Z(T3$xKmBpL?n(=kK_rXb&*&Nnsc?<`{fZZmt#-5w=ZWbp#OTP zz$48(KqO=;8-JOilb#DC5b2;UT`}Vdk-{!hp0VP7zdoc2Eg6G;zn)MCk%Rs`L9|7` zU+;BnzYLx8?IF32-&4jjcrH1^qXcUPjdswFk3$g>7GlP#@B^{WYNhtFxAqwy2ot;y z?LofH6Tg9#s;30agYxAFumi^opBj~ICpY=s!Zf{hb`U=nn{Brw5SK<|&FtJS3Gwt< zYJ|tUsm#-7lz4DXtI~ILS~asLf6WGj^Yf7g7?kwWcL}BV5}X-jO7NXj!v>dR2$!VN z%9;>OC&X(A*VFpkD>T$o9>XKdn(?=p2+Bwx%1A6=k-D7})9RqdqW*vO-Uir`vpf$x zr_VY4->3Wh-Fxnw5qzgj6(f*9RclKaldM|y{9Ii|LxJOU2-#&Ft?fETLl72APblYoIi%k#Y7*ZuYR zxpQVT!ZVXwD$Tw3obIo`?*6{__j#XJ7pt4Q6ml~_&RfNk{|m4}x2hJz`Ab!+`0Y^M zQ;X1{6a4LA;q1yd7@JMsI?o@Cd%7^!;Gff~%A8l%8S=>_~ zGOwL?#QA6!PWG1ZQSxNy43lQ-RHi&^2#>m54DZ5j>&%Pcj};A)g#7fgh>jHvra_4O z{c!Q&4}4C85Lx~c=~c-u2}7g2E-N3E9ykw)E6;^1g@*1N6`ru`LSFM%Uc}D<(IK9t zjnRCO{$d0QyF`1IhoUY(^e~MDoTfUYB?T9eN4O*0)zjjZasq@Fd34rD-6EDdYj!=l zRMXG^YAWQAis^$vI{d}Q97ij_!xJh4XfX4@%#2%)P_yajb#LyNGj&|Sm z4qBia3>;qb6azMeZmOdkVn^v;#-)GR($A~K=cQco2o#U~!#`|fe@qe*a1ptvhV3pq z7W;9u*FTPA&Ew!BaIB{iWdHB?Qr1n$cp`Tj;BFlO$vU;W1^v(vFFu>!Y~QtT&zNYI zLCpF#Vs^z{`{iAKly@CZ19m(Iy9;uTh($OhuysL1cSJ-(ki3Q=nvQT|oR+tj{ma|) z4q}HY+?{B11-qa_UOPhA8+WM;MeBO{`esT+8gT{6&F39%u=c!O@(pJN6)$qh+>uFV zdCThT-qMq9NeoK5!?&}a5o#QePGmp5qg;{(DHp|7cS_8qEs98UtT@UqULw@bIELglpycPl?7Be9Y=D@P;@egi}cNX-m2 z@3#h{@xAf%s3R|}d=N`-8592Nd#+)SJ*8J9{d@Kox9e&3Zah$kF4|l{* z)ACbCrA1TA30Z;SzvihLVAiSXi!NwsHcZU6K2Is7&mKLhDI*v6NAr58eT!xj6i?bO zaRm+KWRD&tFS6kg;sYKRU;4Q})H=zvWytld#&oE)%e$Ye8Y+X^-4N@jp@z3OnQEY{ z0K9pTcp0&nbzLbd?i5ahayPelv}ri}qd*C||Uf zz8K3F{?ZqR8J^sYh=owaO>%*o#X>#a&NT&WM}M)azwmP%0b2YbHa8bI zXMn&}t_mj38O=-~1bMY{+H#fF(pB1WmDbW#fO(}ExEtl+BzJ^Wn59-KoTy+zn$O%P zL6GuyjYQ4K1=L>p!j~`nr7vPuBY zDf)Mw6P@WiP}MXzs(DLGmtx+aoT{n>lIynSPvptFrJ5(1cH?H$x>Y54_qOKir-|y` z*8HiLk%G2(&a8O-|MvMt_UpH>Ozbx2mR6%^5*qR?iFt!T_;+t}zCUTG?yvsbH##i+ zxUK!l_N}+I$dsDAENQ8(N?!Xi)_HbSayI9miKJtmqgsM_dCsi(kX($P9}yX$65dBy zL3TrVnQ0oS8ptujIDRZO%C2wiNlqD!*ZKCFF z6LUKv^k&b&7dJaMltEe5fsuhrQvGmQ&XGPS>vK9{8h0$yxI@$UO`k7KWAtsHIchBA z4v#4Vfqt2BP_?U|#u)~RVZifqk2V@e8(W;fue?YM1W&f#w1vDP3w~%$Kz;=hl>$`) zNNn3E@gYI1DdZr>HWqqImzY4k`mmZq+IBuv6sAK*+as;`%Mu4g-pE)re?lc^h5dt} zSqSl|PZmhAqK)<7lAi(Q^ZVcUc_Bv8!Ez}jipo-=jy8-WlF7;n-tD`e%az`GW&2jC ztZs`-f>}nlIjmdC@*dVvrVI~ybS%+i=-rnc)yTwY>$c`JRXr|d?hSmCsPqBVd@a|Y zO86^x&JQT=qAu2BdRz15v~Zd#d%2LT-PX9J)gYm}>VadRaT~TN?(;oZrJ#c08ql|( zD?C8yo=Q!i(#a-cgfPECRpBws)W*7r5z=e05S<@(RCAXvp`+mVF&E;gNPdz`kfsUi z=rmypsMZa~)=iSK)Ql^vqPz9Mz&MA9GNga4*@`0eI{x4!+48pU&qkG_3fs;PM5?fl^E zJM;&S0(^OZx_stPm;dXvj=DTpLC^3C`iBQA=wJmstrhgfgB5hJf(~j2_FF+8Ydfto z!QZvX89OYoW{Nj=RXh8@D~nVDmrphCmZD@N*iFMEFr~Cq=NPT*r=n;GnKXpR{6qq)G9nHyZx(8fe6zk< zx4crw-_r9hQ)vB`RR?9~U#4V2z49&?uR1VJyaSYJF=f5M5cou#O_^zEsmI@>dE5<~{uT*OZM@Aya~W*+?V^sdq9=wkvRSH zjl1AYcZ+OB0rF_$6weLW9mCB&IAAPKLW7Om7ZUjZ4m|)^#8S<5xG&Dx{VdLtJr${B zcOK=5b4Jo(k@Dr72V;H*iMgT;o;TNQ`RgET*S4 z=R>z3&wW?8P`br8{?9*UK)wscJEgja{5<%N97$z+zt)+34+9+9t-8KG@s zys*f;O$MTC*DRWo8EDX}UI)t$Tf%74Lxyw{5yxOqh2abHW_@|H{+ze&^VU84&31&` zzP^4s)x|nI$XqkTn+=8jSif1sn9SyB5X^)ZYhGcb8irFX6mf@$$tfLj%4WMH3v-1T z^}ZbM0=?%5$3cDphkKgaIs3H)bR5~QB}H3Au>)DICr;w6b~SMc843E)ms(tNEc5}0 zi;yuY8p@rcF$3Ch@Y?K)20;+&?xz5P#lmxxa>XDhn*wyfXj9&ppc&B~mstaYG)U}? zzJtgSMIxe;8Dl&R>%}$}UTmfs+2@AlSvT;5z2fG%Po!9LDuhxRkU72!>!l&29;DXQ zPf;XS!@ORkLM_4X>?inzxGy)KM}R5bkq47JDrb#ntfFex>^;`j@)1EpUkfjM(7-Jq zkD?(um_TRE1X?nI&hi8%c~D-SssEt5yo=j(3Fq{FJeL*TA;2+*FC|BHPRR;4q69bv)j6*5J;(29-^!#U zcq1ef5VEQ(vE4WLO;2+-OqLHI;h}j@%U=_mX+OQr3R1`xNJ^#r2l)_ELb}o7a%|$b>!&o&S77bx6&`Z=}gKU(GRN)`+L2A0dmQX;pmR7S6hpt-9yhcl|F>j{;_4#KbliAf{j*OEh3QbIgRL_d)Kl!_=OD2Wx$P;J4`mc**P~h z0%4^Dshr;Yvf-Ot@>7b5=H=e?zp#GSJ8O5nv+=HXWY@RRC{DAxl0X`YI{V}ysedpO zug+1;@JvE4mwvfycZVfS4)^iF);-v|-`1`BrYm&ozUg4=9&FvGyLF!!HoLmKvR68% zh{V}-mSt3Kbwuv5AP&ojoL3w!gGs>01*%sI#v$J5DL4DX$W-nj)=PYCBToq5LD)FZ zK`nGHk0glXv2qbXPQ;UdJPUzqz$v6YHh%T-bs{mJd$lk zh^0CAO(Vl|D~?$;A)f=DN`MIuP9=e~a16>T<2w4+lSwlYp(ml2s2*YyXnjNKYp0p? zpH3O6VLiTG)v7%3uf_#}eetOYF&=#t=pdXtjTAoym|lW;Wo#C#l2Zw&p`Fu8dabGf z=9`p{LL~wQIpX+x`Cu}W)|P>k7nxCqt4CFXSw1jB`*SrU?ynl!w}$RkLkob#w}y^S zC5{Z8sQ45?a)TM6EF3!4L&xPSMZBptYhQ+rR}I~^hVIDFu^Ad67#X}<4c@f|Pt4%4 zgsR9F9jLy9ssi)=^8Tr$z2;r`)>8}YcaewtzKz5@G94xB3mPrhLllrv+_-r3kDk=k zgBaxT@~{2A)6r5r1D^<=z!YHsSre3zQ5M=SMMkUmnS|LL?&>CQjHP90-4-yIezWuu zMWjs+UB(>{Eo()Mi0`tRD;|D1S7AtKVy8D%Pf*9bf?UnL;?Mr*Ny3|ZhPSxo)^`$T zeDIH-)N#g^3A>{Xzlmy!Q|()&SeSuw$ybA&TD6LFk3Itf?Rd0q_O?i`tXyD>Gk#V` zV+~p^8Yig_0o+kOWU#5hu%58MkhQ_he)fCKh;711VX&c_cJ{O1Tlmp5qW|ETn0z#s z*tr}(jfF!ek&dykuyc0>P@HMntB%Sd1iIryFmr-o@c+ls`H);@`)D2J!AVHZP}goylID>_uR7cUT0P3y^h^^ z4~^)g^Bx+1Nsqlx_Hfacv9%uEg2x-P;!9GN%Px8Qw8p!2&YP_Iw4y(7D`OLQbBUX* zOB^Tc1HA;<=G?2bx@&`2ovrTJOwgCYW?GUR<+G4iwP~Ga|MGf^zsSeeQvxB{yhFKk z-YV}x8ZYU(-Nh+MKf5E&OLM-C6H+&#TR$CfzAtYSon7`MaISa0^EUPO*d+=Fyi7kV zsV5RBMoZUZ-yowMDMvdZ1q?Epu0t5E9}Ur5))+;PwVlox=O;kAA?4&%GVI)jbJ?Li;yV=Qm!ZKWV`YG9;Rp=pE&sbZ;5wZJE0lr z*hco|Lwc%+Y#91p;q~?F%)-)1Qdb$CVGUzP3M1RPcDU*@wb?`rWV_p>w|zPlF4+-!(0t@%CgVCJduu7YL>T7 z3Eqg7@Gu@R9^aAsyaImnG>D2_-0xI=HT!7`y0FLA zWFL4X%J50O0=QETt1c6T_|3NCpK1PtZtmGG#S=u5P^JASYegZKVv$Q7kxOok?8-BO zsKYIFmvWCMEJ2Z`ZbzKgsLrvZ6wd9w2EJqNY}m-xyv>&Bk603{{ECR&;IxCA`?0SmB$I);`zm6 zenU0)CiKsXHk9~e>KAx4?u6Z7n&gaW<{cr`!~1X4sjd9n>FQ)R^LAvNZ@-s~V%&&Kk9z3Z zsIED^S%i0iBd2Mx>$sSrx2HEzj%azbFh~o7l(*30Ff-|ZB~*HGi>HvOM=VsfRkKfT zuD&ztp*81>>o-oYj2Og;a%YibZyIO{R{Z))5GHRFo>YAUgah6cl{ZCjpE1*JX>I9Q4PkKrQeb-j=FI6cgO?>F#s@98YxFsDy#j@HZ4Q0 zBKv!CRJ61;2jwp)s&5&%uirv>^7~0Q@j>UfmPt>v1&b}&py5n4iYG_x@6G1U?V^!= zfgL4>Lg3XA>WlHsPFy_vp+9aE&sQy!B%a0ZAO2^5+{oVXT;aj|=*To)fHyMj5Szes z#xVg8b&9jiy}J`S8lN8>aUOTDcbXy(U8&3T;qU_)6r7qAbYC7D6)l3&A<~+6PvFel z2XGOg+4$=;5=Bov_22GIl=ow>qvp9+kbU6PWKWpV&UN%%li{Fov-4*i)kMtfN&IZw z;`{-A8j65(*gdE#4295xX3C2jH$Z>l<+czGeU31JC?Ov@jFRwMz|T{}c%~oaGdAKJw+g^^rf;b*+5b88R&8(;n)l{b%LVZnCpFcGvqyGwBic zg?4p^I0Z{C`*{TcRCepO@2QEuGV%fGTZ?Y7@2P3ulhnMM8~I1fpfsjT>6~p!p>5-M z^dH-j@jPo-{&W*ViCIeCO04B3ZEQ+JDrr9=0`l;z?4G4tj``B;^agtRsHluYfe9SZ zrMH)Tpj-B@Od8@J-jE049|oW!nTADs8mO3q9dQl|X`h;gXocREE|`f_siLz;0HPv1RbjUni(x@TU}QLXbP8HqQQ^=aR|<#o3w=qqudRBd&PFgbsu|Z%qB| ziC^?jUn2ZS(kP4w&IVcj@Z)}A@?(UCQYrg6ME0IARDrc&fAoCRIw36?cR;B7Kg#dp zyz}D5tBb=$JNpkWhlhi#p?AK~y2;QPytuK0Kp%3PBvWZ?j##d2b^awiu)6RCIZp<%of)0+b5BaW}xVZMQ~D>N%6 zq)5YLgB{^nl`A`PFfAT0liEJS%C!g!+lRsY_@kDL-C)(u~A2rlC#S?Iaze6>PUufYM`L?NV2785{ z6|Z*-+5UJN2FtNdCZZa>nPWqa#ba2V(Ik9q^)gAL>tB zBz7m!w66}`KRu*+#T%U2bX+u%6e^kwX$}xMxDB;P@tPU7rBzouf0(%;nx4u=$w zQ@}=bE;YEZk>wtKw0H9aqSBd?lK5Bx!0lm1%HR~hs)UKfvV*A)ntNCnkuER7X>1b= zjdW=FOtc4FaVB~hl90R)b2Gsfk2p)*93)*-H1CTD_>b>W!K{eqWK0LOL@WEsUqc=L zoTTls6fzhjGfq5RH1CnH56bfUyOW}Mn*2$apCT)hIyK3KO1yzARQ69%;?EPK9G6z{ z?2-G`p$C{SY2G(~MD5_uhyLexPY06K?uxYSDRKo&N2DSd12UloyGc_&=9U^Uc|+_p zhsuLlo}5A|RClJIhn z?jYci!HOe=mEJpw{seh=>K=wLLgW~bhWC`em#355$6e{cre4L_jm*ER(utw$X22Uz znN+UM%+7SHB@7{f@@{Oj^KCA$Jl)OxNgkH4YJWz|yN-;z;${XaRof@&=maW5Ojv^t za!+lUVm4d_MN#p5I;0i{rahkLTPnkkZIu=NTmnX({>|Ubz3Sq_g^O?NJI&OV@>P0L zU(kgx8S*kJP}y;CC=YKt;zf(=X=rb zfV%~G;b9p>7$8?T#<~mOdKiRTx8y-;kfWb{i$k6ag>#V6SZ6`O;cuodUWZUTdiU9KJQxpbM{gN)O(Hu}nm zT)8XR1rHx#TZN|*^hcK~<}R<9soH#cm_nv{2(qDDu%3dR$}R{wKp+|j$9#NTqMUJu z(<+)+qnKKA?bITfT5L_NBU5uXoSLqATbLT^-;Zx z*hoNinLou`@$RO;imE=8?!@^c>RI>`N}w-FU?fUl3%{J6 zK_sD#3zb0MRszFP2~Y{%mv?7*3?&fRN?@SkxyDggN+8xsAdub{kPWpx|Je?e9>)l@ zEa~#d?(&fmerI{8a*rxk#aa)<%AMyabfZf5D6P34WxSj%Ehc1E(gZwU|Ixy)s~Eh) zHAAxPb%i2ZUi55=)sInGjnwM>Byj31%nP@C-tER6;JfNFCzwTvaDAV)y zcYf_V?t#={aV#`bDv%4}D|Yk;{xp!MxNSd05dnNQd|nwIAU|m5hw(uV4=|KxlHu7U zkVAl{@+oAtZ0M;>CHONDQK4mnFz~6vJYEaWOrF{_QKT5sR3~`K9%Bq=tA)!=gD2 z)CeMGRO#!{G>Fs|^>r{)edy~g=<9%cEE0W9^%g*1kCYY~(}D7)k%pD*tFN(lw?tp3 zxFK5}xwbs|XkM-8dSw@XDH7NEy!stk9UJ(3@yBF~B^kkgML z1@YxPclYYvhF5tTF;m7Q-Niqz%0p4$)Q@|U>{q@E;7{OMf=S+GOQOPIVLknkm=xqB z|I-aYkg?LRC_pH~U5?SiuXEL#pgz2%5`-NPmH}>#4v5FT8r zUXBONGJ==WWm*=>Rs0-}I*5Kw!Vt+_DxMWjGz9qv$72hgPADI#m=^-fuQ|^X9j>u_ zoe}=GeVy3ybwW!C{tLWu?d!lJQ5n?S&I4$4CTi{w{)C$AiJBXTnj32C4bNzxwyEZN zwwmL^a_QuVn)9jV+`5{}pys%EJe_8%={awW3-d3+O3wkHgb|d_L;dALMbSmvD8W(a zqEgWXb1+<}Ky~+WcaoZqTIJ%&b7%ecC)Vzy=yrVt#-rdi1ZHX=?;cAxm@D5B=>SJkq=T4Z8n>t#8e-=` z%J#%kgBhyzLJy=Yl}ra)CraiKD4B-bx6N4|R3bennsN>2&?Q|2GJT(mAPNv*LE0ic zFd{vmp-zzwL}lx=N@s;Hp{o?BlL_{yiG!$#4u{MsZ$JWI(;x(ubobPVTEvp>X`x8L zy(rz!E=u>lmhSxxrF*(gy7PT|6zd}0<5?b@LivX+-TNw-b3suN8sQ$4k*w7c`>ZA0 zU1^`B*unvOc=1S)?J>8Gf0R5dBHIJyL$TDM1olyFJ~ML7>A^2oz4?Vc26ZD zF=Eti#k^)h$sX&@QhbdBzH?Mc0UvB8aY<_Hk+Bw1(YY1q7IdP4-^$5&x&WskF^cSn z0J>4HkcokvsLaUsL}irk31nq9F{~UaDGuLP_;*8Nc2&l^=}L?$lF2xN`yj}d-6<$3 zv2X8bB-=F=dsLryg27BmNQ1n^t0!c-11Ixx0-Pz zFmNr~W8%~)QRY&)5JR@Rrg9=ST`x-6o#47n}KcGt*u*Ou+BE!+EL$W6=k{%qRc zRJNbBWc$xV&akr52kT|~p|kl!9l99Vjs^}Q+qc!^{^>*wDBE`+bST@w^a`p2`q`76Z$H~I@dSXNA`wWAFaf=Z^SqyCG0`dDndw}#Skoq z3RQ&jja9DU);@drRg&AcB=<#*D~9;exDeJpR@k;BtbHS_ePSoH{mp`+m@z3=D~ze9 z*!V+&)IznTeR^)Hnknwv!g?G3FPh>;So@Z+{&IO@#PEe z_Gk8nTc=~SC9Vc3*td|3;?zb}aD^7X8kwnuYKWMzhlf1HH)DN+5YA%kFw*9W&=0gU z&LE8gBaH=&$t6Q+9N3n25BsB6N#hFarji>$tt{6SUFez^IKWIg&&PO z^H}g!p~-Lfg%Yi`rM&028u|9$Nm|6GPCd0f-QtsI&hoJGl|n0Vv3&MXR-Ugs9Vv+r zYmmUJ7{II0I7A_&Y)FTQohVN$A7wm@p!ousK}78Nt;Q5l+qkU0WD6Zv_#L*sn;+mb za=Fr1EXfMOebHI|8g$lYEp!$g^hC$B65}R~O-!qf&dM}8Ysi50Xc?U~EZrne+$70Z zEVxMt^irEKt!P;S#e$kw7fZ4SUeRGofR2$R$Du5 z?bCTg^G&0(B7@F~X477U&I*JyMx(QQzC^B;zmrFk@;$ob#Ky^N!j}80CpfH#e|pNq zSvej#wC9Ky;yPGxm}`%f;VP;w5L6fN^hA1~n>nfnWl$>RP|8<53v1OwJTDNem9GL5 z|0!LKQgp4sT4gn?RaOOlw5yR=SS!7*K+d|EtAUr6X;bRM%3H)@WF%@M~mmDb~n`E;iv|Y(2NNInT{c4{3EDn0Ad7SbIa)a^-Uvu#U zB%aBG>{oMrB>aI;8aBC=cyf!Toa-Fg@8shoO|MRdBTDms!1hw*QB5sU@us=sD5Ho4 zJ*^@}*pV^~CBh!6=!H!dbVb7L0T`*o+Rbv2wstEC6{-RLwnp$gGxe0 z7l^vQlk@_cMBU$+Xv;aRqVACvQW17(%&2?39CZ)&i@K*0bx+HvdupQYkrj21%cwgX zmNxqax2L}3B4dglnA-k4M;s4r;Pn#AGb|r0l4O?0(trsqPjFSN!!s~@#R@jT^0XE#PsQAejLh_GeCl#|#zpW? z%giBUX1|h|(lgBDwi%w$D;?5PQyqEx%S z@1Kq@XwhwJi>|e~MfW_%&v)>n@!zko=rXa%c9i!#xE_C-79E=u9-8i4(4t#B`>5s; zT5lYU>vA%(snM$CFHZ#iwo0ePN|NH@57# zZT$Jn+H&%`ul5Rl^5WR#GORZMl|h%lTKCE%yb>mU~@jL+!p@wp_5UE$3`* z%N=pr5(kQesH?2*satcp?S|oF+@p9RZPf+| z_PLr6657FpMi;6=Q{D zYpM;agt!BmYrQ?gzvl9t`dlrV5-!G%nE6!+s0D^kZa3eWlwEkYByUZGTkoWq(J>wB zgborD2=APUUym_XGPLEfVlvH>&>w+mJ^caEcbp}0O6J-nG3nNBJ~p$^)x54s)z&Ev z>?)2EsIi_=tOcBCNrvtHh;4bM!lnwlmsTnfCK{_2R6w<4!9ELY`z*r}&nh{X?Q5R} zi}qPov(Gk?gP*hPvv<^hYJ*7&qYt0k=b5^1dcRsv@C(BrUae#1myJsh1*?v}Qy|QdUbs%&0_6I~Gi`ZnAkF3ng2pl~?-0 zp7_F^GKFuU@qp>~mi@A;x=9+5wj>?me_N7zmL!cVN&0wLE?_C1tR$(sAW1Wkq8 z=$DeTuZt(M)y^-W!gPK^0E!nRX*k#2!Y$`F)RNR+W6nJuMgl(;b88>x_whR9j5b}Z zelnp&msD_KJ)RIN37WWddJ#+<3z#@A!NeMJW_q8qt)8)K=!+6^mI#U=u@W9)w0R^f z1xgq{dWE1>LA?R8YFAf%0pfs`H;O`vBqz#+DL=#loJwY6%zXdlV*h9;=MZEJf~0Nm~o=dot)6{HPy zi$813=u94Q?t*1_#Cc6bzAl4_@OV_Cc*nWVG_s$$Sw?AWG>Y<$CcePz%kya<_md{= zV;{oW6$8@~o=9vsLN7vIAdm}$<^mxuK#u0uzzIr%+RQu+A*yB;m=gn;S-_bEm>Gf8 zL49Tb*iG4Fv9idWDE5p|?w3aSCC}Kq^clC8XN*+p;*5chpc~NJO@m&bEe7DC8xS`m?Nbm~7`aH6~;>bXI7;g4UJ0%K{Md$4~truvm<~&a;(U#U6@p!=z?=Cvx zsq#uk+?#eO+PeFTHcTu#5N!vd?Lf3$Ceb8aV{m0n*PU1sn-lxS=ESyb+fF8SGO=wZ z6Wg|J+tzoV_p7?S&bobeuR3*pbk*6t@sw;O*wATW1SB*n4V{B1Hr*iGZJ$y0P%0w& zQH-)IZZmJ*w+5G5B=m^gxLc>cy{#(pF^kBTn?Fv8KCtB6R9~0sUY5AeX8b7ZT*UA_ zgI|`o7z4;PEvwXbhfGx*pe%^@zGyOXfAX z4b%7p2m~P7(3L2=TqwI(>llz{5$NJPzJ4yR#YNLfccX{&<&@#uXSSlmJ9wn;QZ(|| zhR3YIB!UDM!PSkckacvosvj&ax`3Iqz1EiDmJZW-;SSRIQ0-O~WqcN`6#X##P^lYV zMDOUvUOP1<7FcrM=+<~{(df|{1c143Q0~a2+AcYa{}xhpZsUYtAzwT_axNR8sRCwk zgO(bQbH+J4u~8^4yKiv)JzghZ*DuHBu{G3t3+5PFZpImbJKIM1gs&d-xSC`{UiW`I z?eRqCDb@q^YDy*Lv$YLZ5KB|gI3+_?8&O(6CLc_=E1Dax-jW$V+l0u$t*Oo1IMVuh3t(GY zr*O;C@xH>TXm-<2CrB-ZDn2z~lKIt2EC#s(ycGV@}z^ACvHS`9ArCFT`#+f>5q z;x1CNO8Zw9sr@A30Ku7=`b-Iax8Hmg;Aq1OX0==d!GPC z3?r(*nBdjB@S}@>4~Fq$*yh8#Rhe|{81g=`rA0(7^GaZp1V~9ADj!Z-)lyIUrYf`anyEq{sT@7tnNh#)(0$Uc zDVKkh6l+(xgI=kZyeppWJx1++f6B~N@n{SuM<)J`v__U zACYY~sj$#y?jrLf0}0!N1jW$C^`5Wkt32!pu|PslxnKONh8k=;t2+tmLWpx_aIVPN zVxP7A3ozD7iMDXcnMki#P{kPIwzHd3S2JF@wm^sAMQ#PJT1ry zjx&g z)X$SF?IT8nyj#7xWoJ0%WZ2eDlzdx9fP6b^+^RCztR1tb+0WBohJd6p{J^(OmSS5+ zh$2Vb`R*7eUG7V}pFC0SEa>h}3&jxHE>(Yog05u)S!ruVXu@8mJWQLnL-oRK=7EKW ze$N$?^pyY`^tsmy05bw~%31cVf@i~olnrFm+oLY8HHE-5R?JUQ4`gsh zi-}TRob}=zcIxFya_Z$X>s#dF9T-XFd7F8g(^PvM>zbty{EAnVB9>79YQWlx<$+d^ z(nem(71gm&N?MEJfo3&PLPWu19fzu@szCZ!*U?loEhCZ?AWtSiGcxCV)JacSUkIaRQcgmnyKfep(iVRXf4NPS^5Vi)HJyFojLs!(Ur#KFqN z7FLZu$IFrG%Gr!XX4p30BCXIux3BYIBr}e>lyXJTgkF58u*kylz%u_iz)J)>_ESMC z+t8F0T=HQ8DLG(tHo3l7gE!xzqxSSS`KC7{dDUzcuB;|=rL(})oF?ZfQ)z4T!Nv|{ z5=yv=Hj!!_tl;j8$d6v#65=JUx_k*8Hz}2=hWr=QPhXm}>%i6gsRNT?CL^gMzjCGY z>ybdqwLutj%>Ll0%%L6xk)zm~@zYi38PGxxGi)&K+EOJ!8+pL^2cNO8RUB85m;cIP z30KlcN=frn=38Q(>@D?KVl~E_j(o{qb|e*}{L@_7&L$~A+E8G4Q?!6D?$WnLb-@yVatw9w1y#+Ygz6CKxA`hB2qrxe{ zSDe`ls;-y^+S`3t4b|-QA1$6)#6PhS`=gt7w^wyOoO8CyNsDKftfnqiKI8t?P4E-E z?F^L?&a`O)ikTki&QYH8sB?@}Tt#GURRT~mxnO;uAuCh;l7R>UhD=PPAoID?7?R=nP(C2T+s0^nHfsgV{s^WWsfKPlCjI(@y|LEQ3u-mU ziZkP8u!0!~ll3rq9g09`s4V!NX*@j+6?FG*g+8Hi_b1Q&m3-R{tIMD}OCI4ojFXaD zm7lxZGEhB4wq-HnWIM~|F8HwJx_YoKN(PCOU z86ZJ=ZvHz+PoDV0`{%E*n=XQ_6nF5KG!k@J;<|Jd`D~0z4#3~}KQ1%wKpzXu9x^sS zFItQx^EHJ>>srxlT{pW*ANjm~QNcdsQj-u=BU%LQCi6%n2A-aYOINuCe!9T3XJpHSs2%)vs0nYsFA4x2 z%03SD*T|uhd8vnxV^1;)p6<_%yPFwyZ=GgD=Q{YUC%U6i?qokmLym z@?wSac4OUtq{#V~m8z#wjR2z6--vtGqP4|HJB>@-oe$QCX3gB3bK{xqpH`+_Qe3%p%&jr1eEBTfj5$uGE4{m#p3vQ#g4xnA|F}Mdc&Kp#cYrImOl~6*W^}C{* z327r6J%-CbA2rL3<)`xSyg$AgL=L;+f66w#n9M1mgGwrG-%u^M2-a*c%M7tFm~6rU z;j%UNR1o6zRd~q1!ttDygRnXk=^PiKKTDQ)w}();|9Z%`%1shTYItUCaCDjbQW5}I z$eEi2m$=0>KsC%suASeC)0ZbaRYfN}h3G1;a3=g~4r$M9sF{sy3(;L*e#k$Od+9R` zRDQqH`T=fV+fHrq>!i>}g5HwjT5TpWIdx<((I;A0`9*=Xvy|o`-?mJ6DR?&Q<=lgu5ZDQ^480(>5tX`7i=Md!K zTXZzs*rTaTCHr&I89N&Wsa-w!LPiSRyjqlX@HCZmHzp>MU#Ye)rkR|GBj&Zh+U7IZd+|+N0nE5lv10~ z)9_-h(-ts3=x}LdXTc}{^~iG{IzU?6*z-IAoa1E>p6RxQ#oGaWE@~nqwGqT38&E!^sSk3Z_-rx-RthSzEErlIa38~RPzGM@)n7)Swo9dA=GA@Nk5AdOO zvoXbYNK^|10zFqf@^$w-YYiO~>PlPp7IrEg(?l;xT_fS)20LptaM$kLbRDFy%z(|0 z$n(DT5V!uwLY$E^n%1_W^^#6aOkGDiDJ#|ly5uEk*XIJ%A|J#4GyC|?s*mI&qr#D?iwWiZbW?Q#zWv1Q$L{tB)= zNJZG}Q`fFGfUW7GQpJSr3a<5B?ecWOKZ6>2c(3O2kWNQ1ZonuS<89OJXwD-C%R$DCyl82J}#L%!;SKTE#n2G1j7OyH80IDng?>t`ekdxll}kh>d{_RUoz)kdr^{rm5Gy&>A`7&zU4s zBqd8k9I+&wvOZ^Jlb@;cck(**v;k`;E))+_9!H#tP-l~eVf&*g6p5X-#Xphw;{;4E z^Hufzn?gJL2he4c5*PZ3y@oH85EB8&j>S6FZ8WJ!t(Aubeo0OH&S>4#Gglch&9gR; zdPoZo{`@&ToJ;C~XO5mg8^@#AEIh}$ka5^ghMrKCr~Eg>72;IBB2}Jo0=7(kJqyuO zWqC$Ef^C_y0ICy*hnOp(=btL05W2xO;S!$GAb1NSFM(@xDHdAdk-sXVzrWZEBmwfu zO&AjA**wZec+hazV|rN+$;kaIW_BzcemP%%ISS6jp4+x&S}(!Ag$NHj)QBCN-uvP5 zS9y)ZZLc(U(@z7GnIu?<64`xkQbIi0_UVOgC|5Y106I=a3#zx>a<(2}+x)CUMb)Dd!6SNL3^E^~UH-T&p-GxEi_74VeWN-S#( zoBMe+wBgDvLwSW%kf09}lbH+?hY&R|{4{{?XQ<@LOx{S&y)>V?7bq%$9HD|%6XQ^l z7+pkO!2B3!YYUQeKrlN`aJ=S z`u%PNlifFHuTf|2D@!`Nn#LpMLY!jv;~bO5w-yB*t5P?|(WOcHSMya%le}6trfxLn z+cq5gn=@~lgA>1L%d?Nc7FLe^j{)-D zr$`FJ#=uKb!^;$5wXZH=H2}Pk9=bXG6ayUw?{xS*{s%A!Mi)L}%XGKY9#l8;8|3?{ zLlR#xRM$n0_o{0m7+urgnVEc#POX1Dmhdm~P24!-G}vgtnup8PC_1n1?INmfR7$5= zUlpcQ_OtpNisc~lFbWm~N|0`0i=ZKq>w#DWMre28IfbK7LeUcPYavI!e#eBrUUlKx z8Y$r~@!x#qPzN1iOpH>)GR2a1mfkRA}C+&PmF*>#f>6WMKZpxiytu%g_# z(xBW;E1I>V*sQ-NMe4b+`6ahq&CSIbJyyP#ESK59Husb5HHIb@EH3P5w3YR85|UY% zlc@JmMZ35KcD5x7DYrAl5#@h$l(Zuq5KzABT=cs&6x+wImE04Mpwl%cfeWX~#s*?HQK+OGj>wt4;(JmEU%mYaHAXz?%Zaf z^~q)SoJoSzuSQ%*oe*;H);JTwkb7z3)CWV&(SOb1LHhFLLMLHf-coQO?;VFJkY+Md z;RuG!(Cuj;P>%f&H2zKc^D=Xkv2RBLbh1*b)b$43l~NcwHaTyH@?Cq5;fJzwRLhI> zvudWpiFGz&Z6S6Iw!}A{@JfV}jO+3!lFQsQTysttG6E;nFOj}LTzs>?XSP*xBmO(g zsz(xm;Ck{<)~dAy{5K`5b4rFW&I_h0z56nsv^<}*DB;jqQ(_mByGhf6+X=oHhrFZp zJHNsFNkJ82>ml7y(r?u4u8^m2PATGcv;Q(e6s3Eh{N~8An!5Y>Op6a+HT(zm9-kOg zh4>fb*y0FLp*QRF2oK^;sPiBqjP!oqpl#rZ69>MchMfSCwaS<$+?eM&WEEH75pd3+5bta;c}AW{maF@ zLKb7)?eqX1?iO@Ndv;wdbkHYgFmz>t>*Tn67oY;YVa9LC4c_G^ligiRew{#Lb=Opx z-huq(ZEAIQV@O|4dYu4A=5g*7;PX#4?pgUeqHN^-KtM$Ic4xkUgur{~A`B|082@&s zc{9fS#$pW_QTNexfIImjjNb3=te#}6t`7e;CLRB_iDo#)J=8?3<30_{Lxs>EXQToF zB~0~3Ki#&fuB_fZt~pq|Y*9maEleMAI0T{(!DSQttw!>Y zbNV_UIW6`?C#za`{7w^r{YEo){|Q%k?8m;r!u#Fs5|xtjE?W0%VjH%Y1kMY}qKV5$lye4AETBvBd7KJgw3u4zv+1!gaH*b* zR2nC#0&^wF+A?ltKFJJVZ>DZ}9 zwu~BfYV70aqd(xRoZo6W3T&0tI>i(SpK#s{v_T-&fQqXO6knQe{JrfeBm8fxsSe_; ziH0@)u?aZq=Mq;br=0`@YrN67fg~It2mo`X;$4tN+oD_tGHSxbmonI!NVdF-ME`AB zuOcIwxyq&V0{fnpUxdXuJ7Xu}>j*}$5&mmZO{C!}!k>kR@gofYAonJla|<$%Uoh`f zoiOicd}>Sfnht2qCJwV_qet)Ef4jCi^>&f$eI#7y)G~k{YSUZHM@bN}3I1FCJG1{& zY@DR?^?Jgn{(0T>yt#x$&3ms{mb_~4we_&|D#A&JQ|*U3Mf8q(rrsVEn_lf?iR?fO zU2F!qmz3XNW4HD>J!50j}O7ajXGK^cRcgzS;czu4ibK!_0Ak=Vya<1Zb^Bs<8p&pXhWid@n{L?4s=MN zBAY`34~@<_)i=fmdjn-(QUkNEg|?QQr@b`7!8Hrq%FhU0*x29BbXl zpx`1cDla;;OpZ5wfD6mLw{&Q8+@5K2+~A=iX*6CoOq^4v9T5@j+_Kx9q>a-82dg;L zwWB@MdwUfz#@dVJw{(;!uhV%xMT76s10jYVPTF;k_^7UeCHI~u*HZ9kuZo;%Ti$^q zaqj9%@y$qe>5JcN%9X5W_`K+0P%YY&dS3DEuX1z@RS^Y}b>f`HY^tk@61)SmkP<7` z!9NhueWb38<5L3KH=NorgJJcMzf8m&v`dT9aHjJC>hnTFijcw0C_yx1tiNKR@%?1_sfhZNu6Sp<|A zs~@9G>8qKW$CO;tpq6i1(>rKDiIzo@jNv9)(zW*fS?=0_M-e<4(Dew6+t~Sm8M&a3 z_B2z*#LlVlu zG{ru`q37=7@O=_onUJMZx@9Kxnlw6PrZqZ6N4ME%;rkgQ2{6_!N7(h#y3a>JUo8nY2RxSByE+VMk2sfI9hJ{PgcgrtwH7&qK&kSCtfYvSzj;tcDEr1k7AF z?^Q@i-J{SfsV{>hFSa79?4W_uRRW z7pF)uhs)~|k(%Zoqbbc#3kVpa2;LN^2bZIFzjkqWSp!`0M%&mcI@PXz+yjWAJ$ug& zxA)tw(W6m+z8XHkfEg6MiD^$%)p|IaAGC5+nu|m?F_3sgQu8ZR7u}g~ABRdM$u0Fj znCr?5-cN*VvF6e6nDB7oK+Mh=!4>XvVy6})#RB3(Q7S#G6<${Y&||9#(}>afJgq(S zvz5cH1qXdmj{GfZ^>Zg<22%0!Qt_|ySL0Tsc}77|r zuyE@O;OdRE)9}Mn@%!g4R#Y{032Rwo%w0*}Gw@fMjBH%JN9vJTPnmI^CC6LT6o)$h zoSK4ju{qSVT>Oh?yhA4`S<>=9J@ULW=6xA1EKgredZI$s6U3))lPzeSO@@F|I|xvq z>H9%(bM|)^vn`Y$Y#)2*xKH0&15cXibn#}z@Kl+|1Iia|DgF!@A5KUW>X`GBZak^z47{#8Vi zq)RsHO=dO1xp2iUXSF#E%sHuxJ3=aAi=-fK_I^s?Lq$KA9xROwx@Gm$q5(c0cCta% z@?&|etYWVdmRtJqrsc6K@{)uV!*&Dg`AHUTiUB?mn+hWg58HZcs=6mq9bcIGFX2jh zrGdAsWnm!TidAlV6o~?1u|9m8P^ZVvTpNS!7Wa&|?N`;xz^_hYw%b8Q8n#=p>y{=i zU%!uXW7O}LA?v+g-RY|Xc9h({KrdjR%m?J@OY|=&>%H;0_kE~GGpLYLe*;f!`1xjC z)R0pxb~fp4&mx>+yT+gMHEuQ=FZTS7%aLL+1sY}0%{Brth*AeF%DF`3Y`VSvJL2h6 z4215MT0t4Vy_3v;&sjlOIG`BRvg4C zbW z!-7zp;!M!Lm*@^|fs5dNVsl%H2(Zn2$H?4Ec@faHt@!L@ zEwbJLjBJt091->KM&l%PDd9>3A(2Mj3p-chIVUjz04af zvDRE$2By+AQZI5z|3S0S{2qM5NxrD0O<^{j_A^b%f6t<+kW%mpq!XF8i=Hhyc?IzE zKlDG+iF~7S2Y(=O1%J%UUn@EnE|CFmxx&2ddZy(5G6jx36Z)AV%JvmHkrew+I2Woh zI;oU=wn_KR8tm4cjoLF6bqd-_)tYNbe$!?drPmQRy1>naKELAE0v9@9V`NNL(D5T?2nH;5#5PJ`M-7hgb z;8Q|0fR&U4v5FKMTZ5ED2pFjvAGIT+i#9qU1V>78yS9alxF|0ArE(oXgzYgxjLo^C zvwU*J^-C|h{oK3b^r|mT?cfU71;%xmwX40$SLLd@#;yZMih$(TMYWZmTUIAEpuZkh zE5xiudHm+W-^Bg$y1GUusqNef_Z&#dfCQ@Td~I7tua(+uS&eNANECqtsM*-v-sJ$) zw6g|kIsi58@cyUS`BeVUuG?O>{kTT6c0Z z@-|%7SDH-E<$nEZ433_r$?EUR4SsyBou}GLT3k(&dhRysCSa`-iQ0BZxOSRa&kXcc z>DSe3VGqotnNqi-Em+H}$sULkbZqRy`t9(CxZKRxQC~FuNbtokSd8|JDuSJs>e~jW z9s)RdMUEa|F0x2GdFLXiD&3jl^bahD?t!oZ?FN7rAYsaMH467%p&aa!i0^vV9@~UP*3<$q}#?N&>LyN=HLqpHV#s?X3iz^ zk|nC8mIcif5|N>^>gKJ@DP4@F$Bw4R6ta%3tt5dyUs$4moaNyhv}v&#)eR%2KjmVJrHA=CeL$w`VmM>+c;vCsd!?kDpVkZ77Ih)?OyCins zV!olUZCtt1$JaYF;?n6RiXp1^MaWMw1&Qb!*&+6B*BOa(hj1fPz5cgBlHr(DYc2_Z z?I0EJ1?nBU63@r4fZSxP{J5pL691l@|GJd?5m{=infsWlXgw-~Sh|2kiu%#IMHs$> zO{y@;gO>;?fjH668b~VQ2I%meHYH%&Y@Bf>0DfkuPx~ROK*CtFTaPY6j_L_FDmLs; zp13y<%_)IM&h{(-GQV}2vj5(SOGrM41Ce`I&$(<$HJiUw#f9h8ltF9iX4NP&7ZU(4EVmJEVTH z9qyXXS292k=}$Qzk0@C9R)6UaAh@0x|A%BdWXClT^{f-YQ2d)PC27+Gl;M0XLNu9q zO9h)9z^lJ%rn048gCHzAFrpiof-n1k+jCDRsg$uKRlJPMlD>k9+%mGVdt=diTWp`GcG{w_f(=WMk^`z&m1_bm{emqLt?c%s>c$WZZcLYKa~ ziZ_e9$Nj# zL;TOWyzszLCTN^hW8PmnL0eQkX7;X$VAsz}i^7V7(U)6$XJCZI#0oN_OLTQD!G@Q? zSzgdPvDPYxgP0d+lT0G0N|}?1bw!M?%(4tThGwD|;u1S(?iXJvXdnR{TUvzo_v6-f z6{ePr`a$;tFV1$+dxGX&)*W-(dxC_l#zDBv|%y|$w5B)kNCX9bt>7U+#&zwfB zSJa}<#Bw*IITejPT=&%C5~-WP#(T&+8mU<5HO)smvgOtJl3>@}!10X@ucRy zjOO{FfgE1I1-qR{Gv{<*PSKew@23GWbeB38MR{}>^g3r@Rht7Ux3h&tz;gKJ&=%!Y zWnel&_$NlVxJ`Delyr#d#R!Q<6odPEZ_jPRt}S2mRjEHm3EQyR=2%C_v9*&d-%+Qh zW+9$(<2}y>dhvXJKT0phpWjfRO}NVRMl}SSD)vHe?>wPw=hFBbtTvKrE*e#Y5@=23 z2S`Xk)N9&&gsZs#Zdr_&)24`2F=EjmP}BJCx)zPbLk)u2PKnT^X<r513bTxXr6kk(&RC4C*G-m%^fy%4HW!qvnb}H2U=CcR7T?o0IEF2ni1z z%XoIUH&(o$`Sm=>oh=@QZibN5z&hZZ=fk|HCd4|>+4fA_d0ZYoV>mX0-8Fg@jGvh` z@{THjM{JiqsuUKiYVRFI3=PuMb(Ag5a!ut?QJ!(R?kDoILn>naq^q>}J-;YhjjUz| zXOo?&%?`KCPWhB?le5I^l&{mTgcsd_v2{jbkI(>3<#RQ zG34s$V9z-p>3WY*j9GC6a9HgiYa|9k#m6qSm&U%B&%2-l0k!xOVD#MZ7|YS0i8o>M z!5nfamLlHvSPE-Ty+d1UPvZRw-DO_mB{ic$VO~K9<*Y z>y1#yW8BmMVTz*^mb?g&q-d1_%Wd(unx{e7KQ1c_$BofxwZl{s*ybWGnh8>Osbe}j z$fDxpqhja-{nX>A7-u2bT$@S~t@I=paZ0bwlqt;NMbP)c3`7109x56Y)Mf_@hPo?? z1)xDeUVGX``ldH*&_|(Xi+#;(p5Y;%r6Y6eh>TW7x^X_`*Q&f+LRqfWDF2lbe zmwy|v$6{P?ELm$(@C@UC!|M&S!eIs$jl_nUyuFcNnyu0&iPvk&Pqz&*t(+!pt zMr4)k4%vA`Wm}T5Ea_BZ^+-AHEHgUTwbAF;e^z#_x20w{u{dD#I&1n#{>xR^?zlD# z(i1EMpHPi6yEl#@2sB`Fp$HWil$&!s=Nd0{=PbSxvt_>oVgV2cpG@}VbNrV))PbRM z-2`IfT)mFv+SpNK1;|3)%TY|onql2nhrFxVZLPIaK@74K217^&tw=h)4%uq(2BP&% zHBhw6n1gR|pXeOm3|v9>GOS3wYAx)-P@LpCvCaEbz+85I8} z6Ij=IdKXb>W{!!y(J&CdMiaQg{)jr-(SF}qZj0dh9k2Hl5Fl!cGpw3!s(nDz(=Fb1 zFF4Cn@B4KoeTp_!`I0n(&%0VIdCUn=WgfyzwAtdHCWqbJ*woWed4X2%w%=ADNOpk` zS6xWoq3dP17(lejHE5*#aQubj_)Gbge_jr(cx3HGkJ3~}edt?o9+iP=-w&%1HYd19 z<2YOcb79}_1SB=q7@awhu?N!lgPwBV&p-UzUdv3)YnPwt94`4(YrI>~Xu&1!d91xig8~^V{0@R9-@6O_ za3A1ll4w`Rvw?pNr@+^W4&FpMcAQ4JEe^jR96iz5=Hq9G6`A1lWga9Ac>g) zk0OL=vlMquM9_hA2cpn zQRyEx7&}ul+?z!L%P?Ix!!^>O75vI=hHnFKaS=2pw^qy#=(tY6+1WH-O3L<~s_&ji z8N?3VqPQzX4&Va~N=NtBhjGR_jjYQL?FB?o{upU0leNRV2XOw`9&r8U@VYs=+u8LE zY(CxVpR-EqUG?OwZuE*=-A2?ydYSHG7o)Ph;-rSqc$OeNWf8oIarT1KT`_0C!R)S` zeIaNFQbzW>`7r>nU{^hiu@xIsXpA;u?fH&Wczw}IcXGh>Bdu(5(7qnLp#R}TSF{>U zkwv5NiiNbYPvuv(DwD9jq6PUxYQ?4IOIn$}3B6Z&5iLTT#S#2iadDF0PBGe5iTIWzk1vV3* zWt~dO2AvSafomfyJ}t|R@t6t`CprPGuMLw5rKCRb)RV)%3Z_D)wI)ZMrqy$W8wM>Z z3@<;c)3?SpXiCgH$bbJ*3k*KPPhKU&vxAwXm!=bdu86b4Kd#?eTa2qB=d-;M^)NI= zH`Fkc?2?SR6EqQ*I!Z~i9Sh*^*}q?``HVr=G}^0KLg^Y8w<{+Ul+Rp)T? zX6yZ<^Lc~Y36h+FA@?26Y*ipZQtk973QN7%SF*6UG@$YH`OPP1`|aP9iA!)$61$$- zUR20R*X&Zc}tH<^EjD@A@9X}1oODuzV_An;V^C4MnGa+4 z8LN{_k7c2JfXMYJ{8t|mheW24L-XLkj2*NR0?0#!VCbKUy9Uekm0(_ib(By7`^N&g zYiC+y$SkpS5&f4V4t9ZZ=C1blpUdYK2{J+*P2Kud7MhQi_@n3DI?And$V-bdb8r^a zh4>ES)CUH=F|nd>;U8Sq<~Rrz9S$skexi`FnMx$7-F;cUuob1nKMqYh4wmN>uViy# zkAry9i`uG6YP9Mc8kX2&RITwa4{*gcw}RPY6azcqZ1Aeuv{%{_sm>tfcJ5!(f?d2) zc>OKQ*U!F1r$=gw4x$Sn%np`9n3>i+At9}c7tmRX9pyYhZ1B*TWFX;wp~C6)a<&HF z{fIHzwWyH=s}Lc9BnW`9K5#97KGDZq9ITC~k{Dy_)l1`boDaJHba&I#NS#Yms7l;UiC6bGjrC;bJ zJro4DQulgmZ`4ya^kSHU8WNOBD1C+GWhzLTg*VnO;WCibo6cy*Im9+(KZAk`*Q5OT z_AJ>;ti_@R*QmhB8Ad2KZ>2v!xI4?W8ZC#t-Ca{OW97CO+od+ca3)~lT*^}ET#~cP z+VxO&Om)s6FH_A*VPTnE|Un7hSvTQ z!T?&sP)2~Uc_L4O0o}{t$U4}Mw>Iojq}15N5~*ycAcKb*rJ4y#&?HHWKlAbx ztQioa|I-A3E-Y4>pp81j?Hk+u{wB?h_nIpO-4UMj=T^m_**$uw5~)oqHy)|xOP5V7 z%+@+F20QUU;HaEDdmYyVpn@+*BUD*&mb57=E^Z!9$*GdQb1SD8*&^s}#`^u2Paxqn zsgDkkF--NSwx>;rd@9Pz24&TZG_I!5|FoUX!gN%<2-8@H9O0nlL7R+DhLo084oZE9 zKz6J8iLl!3_ofb$sY9MdM0*x)L!WOa0$ab%Svqsr<2dbO1MW7f2n{neQ`JQ3NCT#y zywzga76e$l?Bf&*OA#3hC2TZC=^$C`@N119Y)&NoC=NuC0xAu(z|SF=CBA-<6*J4YldBi&dXYLLUgCp-qH>2ZC7%Z zcd&fVI8?y2ueM;KLfytdRP4fs;Acvwi|u+rGZkMRYj)4U`Jo*@>$;aDFx|DMs|tT} zA-MAB9}@UI<6gv{s|I>G4J<8u7W4{$R>?JzryA?vhMR5r?Esp|q?xw`nw9I^QM*Uw zW}rI{1C8AZaHfkXQM6>Gv*kLMf_2FJ9AjyH?IvHfLW(HbTL#}|Vk;%zn#(r{xc8ed5eZL)(qWVb& z*VCY2Y;SitA8{=nBb`&-OxBlKw%DEp#zeH^gZ#njD=i`vv~7Pc`$W}dZBeORrBa6% z0&QUtFrn1CK}6>k#$7F>-3)~;AL`yDr0qSEF+;S)$vsej05hSxP6W~wRP2@D99Dxr zB#O+YiNt1x1*Rh<5~|OHo38;{A#UN{9})U1A___vm3??i`Tdc>@w33I>epF~vSApKVvWsD5 z;Jidsx;w<`@Da?9irj$D2W=5LBfxw$UG%=AG%D5PXuf4ND;X)-%UI$qItN(7tKqB?$_&X>PGF(m+p=~t)>^Sh(a zp;``%*$=)@7OB}2P1_bWt1M(tl6t7zkKeZros_3T99ZDy&QIRO|CfDPYu}7nLQPDVMCaC_P6_OHrm^AyU|XzE*&yCmRUS z7hDpW)tiUGy00x4fq@96iwGTTme*Utz;_eGag!Uorja*pQF0hfgm+$d0d+}L3J=eLCk_hh;%zP6|rK}@$OsZuoIDRPJQ?t6KOsl{LrYoMrV zJsPnEbW#S(Xdk^gh|!5MgIE^U_trg|zVn?`ih0@2J@T>}&H z3G%9%=yNNd!ND2~G)P`622!gl1$pPAHmS8cbTv#EN@_hRh8}>brCjK&FcBB+6gB4fgy0wJ z+DtaTGKrSy#d>xpg+H=w{>iElF`*XX;}VBdhea{++GnMr6|tLnQY>(d`6MpCkA_}- zF=nbhkT!Rs0s?cw{x<1?lpQwgl+yoLIzbCn*&l|IN@hD@NFvt=7b*Z-MXLK&iXx56 z!R~z58n~1@b*a0S266JaxUvg>(GZFk_=RZV1Mh*lj0D*~zAVqI@*9$ECfw2hADB9z ziL;|z2G$-`e1z9XiHcE#T|FAn2qZ|=Pbh!Il zRv>!W@>*J|>C&W#lp4Cf#7ckkUP=_2SCzNao%kWyPztXnB-ck_nRqs=m9vhxK&&t? zUtwilVdWY)4SI)GWqpN(9D&tV9nvlSLI5_WmU^sxuqzCT5WBPzVMOB50?U_@HE#<$ zu(Q&+Lf{;e2yBjYRMgI8#CFK*QPecAs6tRl=Qx~s{rIt1Gvk%23{A=Co^i2CMZxWe z;uWP`JEjKmClOISf|p^cv>$)JH?Pq_jSg7Oo*F$cA>@4_#0IVriNe+d`xxehQ-}9L zhvJBV;i_P8Xu?oP4bpmhx~f&`sjz)wdA_3?KV}%G1B6Mh0M@bjO=F}*>$X>hSTKgR@w{-@!X-XMu7!OySHF}=dd zUXo*arS-iO$ApS1T;G2o$Ar&U8H@i7Ii^GZOL0s*qY91*;IGdyaixJ>P`?q5DX+5i z6;*j&j)|vnkT0wMI*tjSXO0P1zvGyGO^#_~5{_x)*W#Fdb}o+TXTNnE(^vkT98-V% zGB~DxbEOB4X-tr6uTVeC&$LWce3yZ~VPOJo&|FBT?=sp=r1o%oUP>fiJ0v!a?=p&X zI2WeUcr0)~EMWM9em{BZ<03u|?GyF#o_DYYr>AB%-1fN8GXDPRh!u*sX}_xziJy)H zLi#rT2G@$lSaqiZYc7CJr<#R3@fR<|^_rA)C0D0%1(RSXrzLz#=+)KeNvBi2Q_GB$ zPNczP-4Dn!XtoOlR6}rUhvurq&x6?wRneNt%UFFCC!Up3)-m<8B0N3%IN=-S_*N{w z+;M9dv#V3Jg4U<1C6WsBXI5tz8DOkvqNpBHjKIv5R7GUk$c&v!qEmFS2W^2U6g*Io zQ6)W4F*u!SSt{(+BD}QDxbge1z_N1Ddbi#evX)A#4slKi)kC6I!5uOp>}o?7jX_A- z49yfxxZ57*3Af8v?v1&y*y|AL#s(FMxUW|a>@cTKpFSNR|HR3Mwx4!ZlK%Si>3yeR z9?g<|5#Q@*@AXbwqVPism|ASxcyl>m0{rB#^?_)nn-aNQ%(LGme>0kNo zTkjv-Hn>d-`ytW4ZE$c9h9E+VtzgITJwj|b)&BWQwt;Ze(ZplI9hKa8=+Sp9_}2H| zv~AIkw!HrRPk;X%_oHqt7TxsXy?^@D>@U7~+oD7N=L0haiX z)@^56H@LOpGy^mz30Jy(*5V>yYi^JPn1GdtP7#9;!vF%_Uijn2ceKM(w3Xa`0xSr*wo$hW zlWn%;4^Iho^{L2NMf8Hw%7nJ65PvGRDwv(YFZCrWx`D!UQ1+Y=0ha27$Y5f#u*IcF zh!=82ooUHTT{3x9!5lTWn^cD(s}4(~I;5JIQ}?tV@Apv8jS2nSkir_Ou{tlW4!cYM z9c^Kf7iicR_RCX|n#)?p3vqsjokZhDf=+d5>O-~NM`1-g?I8q1r_D0JNOAB zmeY{-oc3?mv}I?|?*GvfBHqx2GuF$i1?4ZRTAPUpRfu1+iX>oLh*wa_^3>xPq2p_U zt=@HRpB7%;G6yvZuFE=`sKlcLlfHN$b! zz=CG%hfn15Wdh{Xp)ptaY)`|xy!K25thK--i~ssnv{5GkjVuU_L54P5wSw0m&P8fP z=M*D|`=M5po>&u2e8i0W-3ucA z^b(*=?t1vzN(cw(lI7dJ(Mz;%o)Al}g$L6`OUW=z!d_BpwVbR^3eLqJPJQ!$sL@Go zCbKMJS(TP5nW<^m<-tTM_R{%ZJ0FfP^zIFkdDakBxqK1!4*g5Ku ztU$o^8;Ln~kr3u7v9yXo`~mE;&~Zy?GCn632;w4n6+I;u2xXka!LXvU9?m~aWMFTB zh|k6sa4J<|ht*=8@2bEQiJ} zj!?_xh!2LJ5YQE{|H4lR(AyAN0zYLyS0+;cU71k1KS`zn`jeyr=uhF6h@YwvR?4Kw z`au}Ew%yF-)4nkKaa`iRovJ6DX4H~&dOO zX5*7@PhN#jzMbsy=4SEO#rlH9_EejHPrD1mLTnOUYCZh5ajr%bgQ~6?XG!}4 z@uynoSJ4?k0erg_c@5td0;FaWO0S_Sp-$ntdN)*|weSx@w0vo`SlfcW# z-_9pn>GlO;l@_|aOI@mko~>u-neAO_nHIXO3r8M3OHb3&+q+2crrsbIUM$|Eg}Ef7 z8In&9(^JFTihk%Sm&w~0%)<&5gX8w(q}M|)`b>IpWT6GYru!ZdZnEE!+R|z_r9+s? zX?0kq)yh(O6@R5nGE58#+u4E~YR@uX8tc(s&($tjA!!#!Y1l2%po0x_L1dLC8(n7t z8-`d4ICs>M?<3^Baj4^~b5tAXEhM9J`R4}u3~a9GNbau7;tkE(CG*_CTFnsw_d3-o zqnIj@jS~2idl%9UiK@YGdfLTIh0uUZ|MKt5{2^jEqX<_1BMH)_mj{VCYIDo>v&>c zgK2(BIETT(U8RM22Bv$!i7|q;GI*?ApZQiJaV?;SKl3eNMnwFP9$HDc*rrRlzHeVIxo^yhH~p2v)BIM*^Cx%*b6w1Sqm1YfBt~z^)t+ zS^SX-_fu%`tu$azSP{CIt~66uF$dm9B4x68tR!Rx7)PlG15^dEB_<6{mWmBCTQl>_ zj~^FC#<#a}HG{HV&vuHuT`8Nt%OlXhBL(S_7P@MflSTvg`#uf+z#zl}X2vDa{S zq)y&7uI(C!yT;+JIeu2xxb?1)@yOe>gFi(lx%T**cT(fv$g>7zE*ZJg_auLB@5>&F zh(W>D<#eXZtrkD)s-Vw(HyMMn?Wagdy9TT-S$hw;@ydLHImCBE1|dzqzmzrdSqkFx z2SVslZ~5IfA`QwwuegHrcoZH%!UY>+P@3@8DpF@hrr*c^j-7tNaj;tKdF` zSHZZreA8vO1A2*Svz4*DQ^0Ig*1&@+@{Pm*n)h7uR=20OPnX}<+jk53!~#7RuCpR> zOuw(;QDD$T{r+VLY$UY{O(l-XplgswL*DObiV7jMlL6@y1=5b@PH=FH20{x3#oW0W z%>{!^=Y!PAIEv}2DjHErBYp$s2)aD51AR?6koO$UDVPi-2_9f)1v)qJP}P|Xg+QXuJ=+4vND^8_TjgUvm1aS~o_v|Ix- zmtzRDWoZ!K+yUWSd~`Kw%BOPhrhpc5#4m=B(gpZATS`~&&(KQgsAp$!|Fm&0jF-}d zEFlZeC#4G^r3=Ri#zGP)S}9$~Qo4|(bd4Vg8>Dn$A*BnglrFSVI>I4f9J~oQa44?2 zlrFTxc@AV&bBnKJoK|Vlab6@uLLIlRjtfcR0!C(al$6e#Oov+x^`<;EatOs3yuLSXX`$ZO?ScEEcs_@g1R+frMQyPc%eO7^=nO-;_2jCc_D0pPcx|OBS=EY*ja1yBMCb%AD|^$gSkWL~xgw zlOOpe3wV^(k6lWxWx|~B*03~gnK|M?r4`^*OFeLDA{;)$lG7FD3D|2Kr{hok(PFsH z()UQ$dcv!v4#$(ietV+CqUtgFWoOSWb-a{!vl%O8@yGL#lsty1Fls5Ov}iVZ%-v9^ zYT2bWVeuc_OwNL_4zNdW!L7$;am8F|m)cA|{}=}TJU$rTsi6(a>lK!33dkW0vg6Hh zW_G&7iqb5(k!Q&bKy1)U1#51DPSp>=l1wnEjKu`M+hhJvN}h&iHu(X$CX2s=yL&ve zcaRMWCQ@x8c2XGuZ-o(B_ zV@>tuo@nAuAjh4trYwGNHcB5aC4$$Y&|$>R?Yq9;lXJ#l8CK(&A#8TQzt z4_NfHcr<$hGuV`Im}F`|-buT>RDu5_%xO>K@MYYxD5dibog;pdP!Bi3eH-;1Xv$Js zujynYxLf1LQ*M(klRPKtRP(JCWvq#hG=bUN%%#T~N{^K=C?bCF4|!(pEc1vBmZ{%{ zy))eEu5!H(x0f;T;;+3rubM0ZsW-^eX=y3SnZA*`T~S_ zdzIB?bcy#BMdVn((l z%`m@!TcoF(yUE#3(0EbpIJwaW`mym3w-OVU>+Hf@XBUps*^S-asI%+;dkcLBI=lMu zowm)yX|%5(7Pr>qNae6>AKcs72SVA&{&Q~qXlPIAd$vzJ8uG#LOXVb2ZM@PdA3k4| zDyn+}3YIjyEa^hy=hV2v^wINuPTJ2wZzCE+34%lkf<*~}L3ZahBNbVe#UJNs3{y$%hMhbPC3_U2cF!J+NTut zjTD?=TB3Mh7|Sx-uTyGMI#imCPv>7`6GaaLOs6*OnZe>=>S`C?aIe#DE%pDnoxIz9 z{C`R%ZbMq=D?Ga_6pAV=J4dt-pay)&c+D?94}<~BGI^GPd?c|;|d6`b%LRq zqeQR%n{H~k=9bqh>S(Cw#JGx1G*+a?RTMEdLRv^n&w=mdue#$Ph%h!cJZpfq`N}J- z+b9gc1e>;?uxTq6NWivjmvK^5Yuo0tZJVFlwgJ&?2}J`a4BQ-7Dz+6%M8!LY`I5Ue z_3BT&t*~Hvx#mm%4$GxPyllHQ=Qm-uMZ3;#L(6%u`p;|l9hNsU{r$twIxDS#4jG(@ zZN>Gk^`*QK`v$iSHhhg7pZub$uUR_yMkl11I+MdX6;I}GE1pCYF@m;{0Z%HcsdqaB z``uTtjJh~tOe-s#Vp2G{265gO($zxR{aug^*UZA9PsN9);w*n*Vs$Wz5Br^|$3_S2 z+NJ6O>w4T7F)j@QSs1}~L)MyHsT`M9w(6pQ3=&&C+0w?C-7agf>HdZM)5!)ah>VUc znG|9`H2(B#Hlh_!hBp?RSi)8Y&agwfMGT!;^}4vx=!SSh6_c%~bzD7@;r8-seS(aY z+ET@|UBM2YL?x}M{Q@%NDH7Ey&Y7p^j+O{RW_NAJN@9M~ZGN=M=&?Srm1jq%ieG9d zNb|=w2s9#3P6cjI8o z&q&=WLNW!D)^l7esRr6LFNh^onh$f?{-{g=pdC~0Qmo(A0_Hj%TMt12;V*BGzwU93 z4h3m~Ec`3;E2J!rCVnl5#$op?uyYwZC?CYda{T*#ScLRpmZ)(`$t3 zw_&B|5ML&ylTWuUajm4QwDK}GR)UlwB&N;?bMQ0Y$oXKOjr}Ey21qLzUdNGc+|;?Q zi;v)>^-RO-(vpe(JG-V}pi1kmBO(hUtLwUy!13GK1GJ`c5<5X@?F1dnnH3b5jl3;h zr%1U^8O}+Gj`Ic9Z``dGK|;Vmv2Zx>NyCW49u77S)1ljqzxjv6wxzsQFU-twH1QFn z%Y*74@%@AUuD#5J*ZIf!o|3@qw(r%0`w>r+UUqeQGaRWH_Dbm`6#vNy!Ce7ui?_Y_V5Z zhQEim#8Jr_k$h{!STC*G;7W=#Y@~0q^;E2p#$>hlY>~h|&;8OO)s_*98y}v=J}KB= zVeuDOwc6F%GshGt)iII9k6(`JpFtK1uTvdUbp_HyeDS=EBj)2H@p^;h>Y+2WXU0^P z3){%5@J1-7y3`Ha32pfdX~Vk^P>-)nGIt46{J(VsSi>$ zW2&wmV@sG(bt+OD@xe-$+F(CC08PnZFC&ZOGkn@Em4+NH&NUk-dU|M0q&Fg}c7@D+ zET%Dn1_qFnY8l^FwI~NKg|eN#+BFBxhbg)Q@8(@Jq!`14igkDh7!F)^DK5Qr4HLcwUH1ZBJ{wvac4>%h;fC&vkKYHKOs{pH^xq5Fa|OkHXIT0 zC%WnRacOzv`3x*x@f8yleD;e)`z?@ta(;Qi#v?HHYhrdAF(ATLm2@Ce>fKx z{SJ0oTCNU$4y#l(u>RvHg;V&#ZHzK(ch~aDGw!wK2sgnqCy7xys`9vL9?Y1JsBU!} z#>lEmjp5hnQX5$iaP)yEgek|TW)r=s)@8H@AF#IYx4%M9ier;`QXHGilj2yTCk5I1 zyOZqUZn1~EE}wIR*>GZ<|HR8FySOS?4mZBMc!lNt#`1N~iI-UeoZ;c&?bnv2t|2Xp z0NhX~?kpScL?Ig7GK8(XQMG`DC>yZya;#peAS9(^QbnRPnummrn1~J>D0o_&eBMrr z_jzJmHUeczwI*B<(FZ--jex2 zep#;98`W#5nCJ4#YW;3gz24?}y>Y$XmO8#u%(MCBRIbbr7f%g*j*eW^z~lL)q5_f| z_=Eh?HDmcDcdg_GKAB%~10^@GxGWLUvfe<+4J^LK4U|Ta+z2>5L!KLi(@*nDWuDJ3 z9jZ|{<;tBdPEQMIpgy6m%7;Rgcjfewq(X>4Fpr}u zr`Q@t?aSJWzcimV5i;?K%+Qbbi+I-`k#kDDgMYeXcQm;LcY#T`PSm)CdYXo!KYiAFypdqez$T5;BZkM3h z17-LknA+{$&$I!7be7RnFeCrGp9AR}`JL?Ke{b1|6_dQQ=*0bZh)zD@%BYVRczm*! zB4rqbi-D~Q?{j5VyCVHUz$WUd&${@%3}%(xm7Vd9x#25em~+Qm#O4V(cbPNMH8+ix zrR#5KQ4(K7x>?Kt-&w>$QAx0q!#GTnNs)G!r?R~`w+Zd8 zw8-!{!|)=~?o#41+-xaKOPizk$eW4GxpnX5qpqAa-j{SW77%`ZYkf)o41x*#kT2;w z*!T4v>`VIR>}UGtaJe|2hv)dv4Whc^^xH;R&%2KKz&$^k#?YTS5lK zZl=i$oZRw6{FOYf98bBXD$Q!d^`MPZS^7q1eS&aWx8wYp^f+hxe~Q^wKelC|13 z{<>=um%`Uq*5Uaz%kkVdQ`VXO{xPu@uR6u6*G7rYc?uPI{0r4*n2Sd-1BSmprc1}5 z&i;OPd3&T4yX;UbG;kz+*BQBXfv9j*)(xhq@NlVU1tT7k^Hex9o(FN7%i^PPoh#$7 zR3a87yLMDaINqgtNL+wXboc|y0WIS-zKE8_k}7-k+n`GDh>A#fk05Ey6L94(I%aVD zcSU^f3K2cv%D~Pb*qZe5&g!NP8;p|iI6oDl;tdWJQV$==nvh z^74cj4(1f~$fHyQP%|_>mYf06dxKPTAf#nP-kOMTgY*H0&wSc3zc@V|o)cS6zdBoc zX4~0(q8s4Yy|2#JUYEM2<$7{$g5a>fb2-VAl<~~ysTXWq1J2Wsk*69Z&ME(8S~BG| zH8U5X7)VY-k+fW+YPw{~*YE>yX?)wMX^2Puvhk6_k6b)D7L0r3@*@wAHa;T$vUuR} z1HWeG@(rJF1jUVjZ-jgU{m0mk>pa0i4@68r%#o!$%_7QDfw*s;qx#$%>HHrfj+uC) z6RI9{V?8dH7Wbt=qYaZZza06%dtHvz_u!GkFFGsOZ?Av&sIwfBv?LFuB?Rk&#s5|H zb2 z#rMAc|5u^ErF!s_OhKY4M+pnS(AgWDDzhy6{A_0DZ@MOtjd%icEaY~4x(#MAE9Z5+3%2&My8zR3}a z?Z@1$b;R?leSxeZ|M8%@`U|y3L<`Fy{WcT#Wd*41Bg3KFN z+DaN4)==GO-!?XmlBPdg(q7Dy!RE-E4z#RsO%OS>u5@ptKuF$TLuKQwz3`#INITo$ zyCR}rinEs0bC$Jm7OD*j9fhj_Rd*O`NLS@rMS^4YNRXF}s_^$FV}#w3 zB}hY(Bmx;3sb}%WW^%3X?CFD>*vW7jfA(t05WdMYc@UAykk#5If z+~Hq+n60NOJC&KKz{i2)qzEv|NZL$T>O3jXiqT`n+%cn+HSYmWd7K$)Za(pB zay3Dx`cBnqQ-*07Z>uH|Z_6$Wt3uwZm5z3Rhl+Y<4D_BBH}}5hz3T@y4i5LrcPH#h zmy}c=2ZGc-8kbgd^_Dd1?Yl)s^|x=jxwk(D`fg4mcs^4I<aw-sjB&(OG)s`^MF_YH?M~q{wK9R*Om~0~*K!)fJ^M6~lJhp7`K% z+`7lBL&q^_b=p&fc z!tCpFCcK7MJS{2EcR)SEA}*Vc+^?roW6?Id!bIAOznD;2ocIQ0_o{ zWXh0OX2VKKi|12T(RjF$v=QN2?Dkl3Ek*x=G-novVu;8-AO0GeIvXc7h~O`CZJY_0 z61mFEIMYL^~PUz{=az)iMedMoXg15@alo)2{es8p!RaPksFzo&zc zOuspqu1k6be-KIAPy&ZbK0!`s3BAT?X-k=IH8ZYHE0o%vqEYK$ZKerE)a7-Q4Vv1M zw<4`DsprrEz_U}(P61(Q8j-UJ7Kss2>UYsFBB3&dQR@ z?~H+T#zcBQlj%J&E%fEbG#wDlZ__hxNvDJ6Pd_KkpI*>>PK;)Xq4zTFudSsah;ag3APVJ10zRjF~T3(23>)E^KKV^2tAzGql+u9$%`67EUtkx685?2@RkH|Oki zWjb!bG$cwc(9^JJr`g`|NId;JBKtcc`#U1rKx7a9j>!Iw$o__j>`!ZITAu=u9SLe_ zr9o)>p10sAK*yZ0;8R@omlpgX zgTJ!i&$tOW*#GEb!j#Ml7W|t>spgXw{5ycIIc33H`RR)m{1AhuEx6@T`cS{e;GJCd zJr>--;Cn6jN&fE57TnEMt+(K3`ROedJo$x#DEnnQg8g4Sh`#!Y1wZn4Uqk0SY{7dU z`5K1os}}qsK*ww?G5BSGuGv<~`}u3=jXN#)9e_<{y9Iv)uv&m80G11I^u>dyd2pKT zb_Tav@M(a`Y_s4oetM?`e+1Ao+buW-Ffbpt;PWq1dp}{p7XU_PhXvnv`XG?pX~9jW zsj9my_~Fy^-McOLkq2pR?9FE^gZEi*D}(pv6PUq$7Tm$$um$gakf!JZ`FsXgHV;~G z?}IdC4_WZ@{B*wsA7$|K7W@|1`~?dhVepF_|1IbJVZzy&Ig6TZ&~mY41PPODvZ_R7W@>0M=W?RgWs{>ZvN1B zbDG0dJz>H77#y|WgA6`t!7p-E-?QMCxvHmf0`(9L=urzE=9j;p6R3xXUOjEWCjnN? zzgh4n3?9ozfouLjj^x9%1|PBO_r$+GCd@SRs0DZ2M>T)YzI<>z_-%lZxz&Q-2ROyt zmXH2@^r21pcNx6hf~UFc-&^qg_Y;yI%4yyGMBFy#>*#)J?}zgt1K48j$d|_bv}=6C zg7M)IC~Sq;%O=Ol>B{!8A3Vd|XEg6`RQl#J#?6w|G9in82r~9jomb3cZIem z0mkMY3vT(;*D#=;vfv}TX;1k_3qB68r2wDVO`BH^p5Ur-@QGg@!uUShW(gxe*F0yz zr}^n|3;uwg{@jB1eSm5np>-6PJt|9QLU|GvOxH}}$LPAAWh^usKFmB@IL8T-S@;pj zY!h-Y)Ch`WXcG{v6moJl!Gk@LxL9`TlAhJ=wCR$b-R;D>WXA3|M2^ZOxWQ;$GMhi# z!1i&5EgEsZ;bj#=>#=caY#~d?sY z_!yqrF)N+vk&fpm7fp{52eY*Zhe7qH(;;bR-}^p29oi0sACV$qWJ9Q0GC5?M%a8@v z@INvm1K$)JXn-=r__*7~P%CS|eZ=6|{Qhr>c=Yug@+E|k2q1CSiYFQm1$aD{^@I^DlK2H3&2i?Z zv#>yB^+GDtyc#d)S-ru{>1-^Y*}eWda0??jPe*3+-a`~$J3>D!)REaS9p+T{*a1O? z{}BZ%gQulj}ifw2(zLY!DIyv7D)MAU{}K@{K-mu_)~eqy@&(W6b^YlM{lps z%WHVfUd>bXoefV`^OIHlWLYu!A(iV5yPf&`U~YW{Ii0k+9L-PK8Y+t!b?g}!!K1GN z^4?^~AIFaek>r)0or}an4TS*7FoFn14Yv zCHZRN$@iR$>8UhNIT;IMjymuKkZ}5pPt4E?i;Rq^WKJ*E%ldVjmYnrgf_{Z(esVpy zV1wBUI)uIeC`bHL=G!FE#(ovXLu|!Z?o^sgsc=2V=}c#ll{0Mz_pBzU|;p^oD^q*-& z|EOdvk4XOJ!N!LV+lTw@!@aWJh~1J~vCBT&E*sjhMRG$n*@qh%Yh7>SpS-Cco^OGSxopPd8m_uN}aJu9=*sUQKlL zL0OR0homK``z4dqQE@Jkx{RmtWJ~MZ1U8@2_^*$aYF^!yjjQ%|boke#!;{hDvJ@ic z4aZaEGKO`bRVps5Q@1JcXO=LDTU4i03vF4jPYN7bBLNuw7tCDq6L4s5!J$bV#g@#`eU7Vsx4aI9bey*d@Q1-!`$Z2VMC^;|B{VTsttl(WfxUgjV3HjsV$ z0b%=R*<}6GxEYP_A7`?<>+Ge?12fm+vu6@QY|GRcG+KoRb9}Cx44>SRIK5uv!eQm1e<(ZIVSof1bfH5c78>= zx#&OL+>o&xR*+`H$wM5`pR(9gR20<@mE46db*PNbeW=7^me2U`fTh1^i}lHw-XQ*% z&ZdaIIie7v=i_9lYTDu*zXw%`qIk}}Ii6qiJN9COy+D{1n-P%?L}M~Tgr+dXfKe(E zHi7+Mhn=VtiLaI_jwA~~y}-xdM~w=}4cC^PWy>DdTAH2mtg>wx$Jr_ zfwqjQvx;?~*r?*K&dtBNC@Bofj;~&o_6ef}JNvoir3U4P83%b{uhnXXrYK}w5>@Z4rs=XQY7`Ij3#(qHNg_fQbdAKGlV7ulsQE5 z;!8q^wqO#&^o!)tvtaQus~cW76NDwS8EF=RwrXjPd^R*VKYI}<>1h9p#%`CH@wg)h`Iy>6 za;yi>+KNHn=0CAr>1gi!{PwTQ6-K z3os9Nc_}#({hTImfmVJ6;?B5k8FDLk^`~l{O#c&WyzU9Pwcf3918g+|P*zYE;ko-OiB1jY<4GA<+px%LC&uE^JE3 z{ys=We>O$|FMCqSUZn#@j9xhqKsCXNXBpp&gbiVr8gw`f-+mOG(WUk{I>^tBKnOZr zLU@q6V#vwjO>-!x4797?c@0peK#52hG>#o=(lY+;YZ|-4CaiKS3&g0DK$Q>YS%g%V z+U_#;2OP$Gv(xSDbQ#+ri|xaTu^m=*Z1*UOZ9bSKU`iv3q={NuY%yyo-IaPd*bcb` zwj**9Y&Y0MTSK;&hg7$-(PL~e#a;%sB|Ak3Tj;@kZ0;7@s~Oq-^5r1A*(;De#t|VK zQ9W)^-R#*3A-kOuo>kkcaneOUzQ2vlhkdrRzbY-&Kd~<>~zARze zzTa{oBy61HypzqVkKSua+WrC`eAv_6+I#wR`f>ytR)Q;8kh72zgW{} zy0zcu@jBw?n02f5etj{I`YiNd;|FoEXyUO%f&(AYjHWE!Je#;H?%uIqyL-oW{g!rb zQ=MR*;NEQ_y>nnr26?$Alsg`f>g24xABP*$&_>*p#mxbijP(ZuDLGk~*{~;-PPJ1t zc5p>kP6=mFo{F43fv!+4uRvFF3NV0sqj#f2U0vxN?CrvD`p@dA$-N`2{K)Y zzgMj)T`@xd%*LSJr4?P7qXvR*XJ>%#?+U=`y(5vjVs-|^pHLOXy_Qld_j(k`n~sp^ z-3qcgC8*lHmW{~AG07FMZn|Rj7ECfVN$o=H;SEw(xEpkZx(9YYKADcd-p9`^fJB!% zi9kw7FX?e;;Nx(O9gTAPCYJ(ond4p-@5RBh-?xWaFE?Tzi}KV4J)FtGW@B&WAk37u zfr605$mynI%4*PLO0~3VrmrwkSJ#=_`up9ri?6LxplO@^7@4h_ZOlaD(TcOd5i42z z{&@(Hk07-TsRcldxfg@H7wdv|-Gr10pwE=dKvKq?pGKJ(y6Yhk-(F^ssjJri$ zrUjx+H*peU$D+kq1Ih~o;Xs{gY zu%MJ)kN5bL#Gq3RARM)-a&Sls5+eg&VRO){XYve*b#W;0M&5!5K`|l9cH>*;oHY>0 zY+%~#7?K});{dkd&n)DIkd5!f6W^m84XyE4=0_7hfMR2jrKBOA&T&NE*fJV{me@u_ z6tXi>XO2NJLVT5}F?==!qdMv_KO3UQdOc)waCzq2p5-jQ&_6ZYENtCKX5(flr>Nv8 zndOyL<_eQ0j-S~~Y08?h7O)axUI}rr5*E`Qz)80`TxfZz73oMbjRhIVYK#7nrqzaW zkaiukN4Zs9JCNs|a&gs(VLf(Iioe6v)5$W zDB16ZBxsHqyLm*g_dC(Sk_}CUi%J)X-;q28;FQ5$_S@xki|7eU57vLNq-NEiy># zjC+DC-zf*_#?Zu_a%a%(Y^I%ZOT$jNIo~MgS;NW^H0D{RCGH7L8L2YBw%l^flpGmRm`J7W=`DwkTAoa zwB7bhp5e#OS3iZ91r^Di%Z`hDxFv>rO}BH{W38x)?^;L}HwpRi&7y#V!pifk(G`Xv zrED~a@3bz9H#CEv_cHQ3L{ktAlLBn!CI-k2K>0oIUC4Q^9L{>>vScsynZK)lYA1rs zo2bA6 zKWl7)v&TObA-9Djet7-s$ppgLgD;ec*QPERa#(1qiZ=$WoOM9v!dN~t?WVBolo3P1 z7j&0mQn=F^7HlN;Bfu1N{#__%(!$ zj70QFpJNP-wB~`dJ%}GEaeW7A05qkboZCX0MUJSegB30-5^$ppp)EPvV@STPovN*c zTx*A_^g^6^_-VD-+R5eCL)^?c&QP`Y9 zx2#{)ZiY^LSD23Y2VIoLCGi*uih)PiT7uF^8B5qvyEQ4XV{O^uK>Xq|9F~#L)TO-4 z2!zYgb;C&e@mMpe-Ca!x)uC$Ya|E;yOIC+wPc`4x&H(elNbIg~XYH5VTf_K;d4DIe zh6hjxl6}@lP%nw0JP>eT>HPu6u^tXMko8{tmO#-jIWW zTXH3b7+)PxjGF!?%Rp0jR1OA(GwJ3aXEwn1BJ8=ng#dj)2DV*$@uw(F)%JknwG0M% zI4R$7o)69oO3_<(T#QIkGK-&iBX3E>-0ci9bJ*v-1~0?4)13jG!RxCyh{H<4vJ*MWdKT$%0uM(mzFQr7kNWXy}Y2SnW zMmV9`K$H2-OI916zuKU&9aTxe@^bhJBymG{&a~b^F6B)}R8BXVfRUmIi!Y6lbAF7} zglZ)l+P!48>ipHp3DsJ2ke94hp10aayUmf2(J@cTzQT^>{PzAY_g|4LJIS2_O690h zZEB8Nrc7~D!}Og z|9MM})ii)#+>+ybK|~3*UH0ZTkK;kr9K%mY=K-_#j;BQYz^f{)-jhyOqsNvn0oA^d8;X~;OC2anyAMBP6LQ=2IfZ}&HJ+g@I(Pd z<3GCjV?d6-Ht?~hM7(7h+w1H5+0nRoiv-rM_sEUwC#^uFlZ)QkwDw|;WdNrdLa zt$q9|O14M0o)oF~=~TVtvFE3EZ{o;$XX^NaeVcCOtq$QS=wTu$%!8n(c!;~7Nu=q^ z?_P3igkWk~-j<5nw7e~%5afi$C7V)bQ%bf1Z;9tVx?s~=t{w>QyLA(qbjhu$`xYU3 zaIkkb-IhAHoq>iyX`D^B-M$IQqbLO@U@dREjT+S7-|te)%4Te0LW@oFRYeD{Qx%Rz zN>ZHLHfaS!ICdO`&2J2@DQ{!cs8eojwmp3RUvNN8v_gwp8AD8L+mc(U)G+t!^mVMT zKj~!mCrW#HAWf$}8 z)vD6qEiT*#JVDKiZMVRt;T_wu2Y z?hw(f|IsNH+;O?gURiR5#d&H4!^ss8l;^B8VrjJO-;rHmakUYvSCm)*SW!NOx1NX{WLO{s7xrBtv<7yjcjD~wBe_GMRj?^b=il2^K8nSbB7 zh$ugi1M`XJFRMT}zUNX{RdB~xAHA3Sb?V%rotqMgEt+`CfFt6EsUM#zk$l`;mkJXv zsg`ISgUXn=X58x&YH5S`@78jaR;x(HE4BQqfz;*9dw(?m-N_X$ z$H|vkv2TRDDdmT*b@9;ZCd7vRs{s^4I$){YE0|Z+&R@NchMlu;$t)E}SR|rKDKaBJ zd{V?uTp=vaPi=6xy$S)Pu-CkI6}$lONUQ!tR>H`PqS$xdENmb6c^?SMx{TpihZM@E zO7We@Efqwj|3?iUs-!+-#bb>hKWAaDC{lIK`=T3pXOEQj-ko?%Yy=15w{;22|M#+K z3#!rb-PA?I^Lly_TRO)Nj* zy`sFb_pjpo;hZ!W5$58b1r6!e#$;hKXty^`{8>+&DaG_)rER{ zpF7ADYZr1Xumpl)g=5w`H7%EOf(#H!BjbN1?U*D>U!i4|lxQmx$c-U6`kI8w(5`!% z7{aE=kVuh%n*JN_4U{Q^-cFJZYHD|IH>*fu2M zkTwxV>e{RnwH36xP%@$Vcfdzck4-<|Vxbu=iqSKNpDB9A<@rr%rd)5Xp?4*%vIVRZ zbF`bWdZI+S@My;rS?ObCW1Q!7G0Ad}76(*G)`*dHO&=!;k=(7?k8dt<3JeLCvyz#= z26=*^wDZ=%ZahXVQ!^}>^M~J9N&E4SE};3rn`nvi98#*Nh~is$O61~?R0UMHS#>|=qY?Uu?aNyV<+UD(J#ED1B@tuf6m2s%H8}ZgE%mz4qwsuzN z2!wj&wKl7fan|MChN~t`K^z%IP;;PAUfGU^X)_7lDO01fPAdv;$ebFIis>fm5L}gk zO&N+RH$^hqJ@^YS*Jq`13 zgu2X?Pr+qPPiY5RippDT$PU+} zBZBY$=Ej6R9X5Pg>Jsz<_DlF~y$s%@SnDO?R`4(_amocbV)z(?1TY1$bFg7LjU81Z3X$jnr)TNbG$pL@bbZjVcL~O>6JVwFpWA+b@ z5wQKlk;gb&qL#EOf_znY6ITUoc=`Ik_QWusdpsT5RZ-R@9)p0#0Fg4Q%zT}RMW6MgC7p}CYD4~UTIvblN~lps1)C@tKWVg(BX1Rhyopg z5TWLvJ%d)-*4)%kbKCfuTdgW>!vAy;G(*muLSR$qmY06H!u$L-LT=i zQhS)kU%QfZQv%njRzbelJ2ctOSeWxL_(62C0?gj*sHqJi%` z#wnkQ{8?J2u2CypiWkJZD6tK$k=K(1rWtZm*O0yzCfuKEvICYv!>v^of3C^690Eqz z)~VtJu!VfnNEVoo_X{#ct%F(lf!@3}hnQe!$a`w>fnF0vNlE*NMBpMa6Lzs0&a%|( z)B#n)`$-e)1}hNm)RHm>uda~X4DvM2ugP{D?O+F16yzb5S%R4wfjUUc5Da8f#;yj% zP&I2AKRX*EMlY~LtcnqQCwBA5aRrzMUqWgFrQGQrr{9R6! zOs75+YfEO!*geg zK37+3Wj5dc4S_%z(^0{#i!tQeX56Jh$)I$ zMcHi|{mB+}JDX*LEJ$7?S|JW{q;e>j_fe50UXfOZMKbgiI_dxa?7eN29aniKx_5n_ zQ*};Pw^~+9Er(r&lC&5ZD~yp8;|bag`a&2v;4p;Y-o+2r8n1J-vS?Y+^1Wl|1{+Wu zCx~DsUKxjo;E5f^fJ2;IXYddu7;q+ph~N+z6cCOxnAizoLN3mYg|46H-BqW~>6WYy z118q8m-?JKRlD}byZ3(g`|&(~@uLiV39U0(1#ZMZkRtfydD+T8unt`+Ts&(kN**5x z;%(E)|6-+SnSG05P$6$tryil6#FK<{B*1{DiG^-qy8`qV@&wxE-X)vQUF@{KaHCJVUS@Z znxSh8Y}X8Zu(V!egXI> zf#9J8k~_f+L{#-|a$9@Pn$ddvTt-VjYpVa)IaHs=>1%}B`AyEDzSi4abZ}uWxuzeH zaQ^G^|1xV*tOEGc*+|d?!B;?o)+3;Ct@kEm9;c8i56ezPWG;hzCnxf;=0rZBysJ*6 zXE2px!KWGST?8jpQz5o4g(0kaH|dG`(~>R@^FMa|dYSyW!ua+wtbl*9(m-=(T233m zy#TCC5CFbbZjspa{14XRWN~$w5#1(a_lI&fZo_oX8jhdTjfOk@W1Q-_63ci@)m?-N z1DInl{UK0?^b!)4oJOL8o~W8mtb)4D*U6vz5IT;u#g+-M20(I{b16Ynfi%8oK^EB) zkEjRg)ik2AaHRje;KY0N0WyRj*d0v6k#Uk%E_y+2!}( zZ@{Gg)TL-2C2U42Y8qFsz|qa;j%0qSrkkH^(9O#|Gwzr5^*!sFl=L2yFes{`!#NF3 zR~p=%y3*h_4Kz4_z@i!lwbM1VV07k3UWgy^&%Oc?;|gbTfdf)lc>`e?RH8ZFdWEQ_ zkH0AM(_tO7x*@Iapi-)-g4(0M2Q6*2K+etp7`rV;fEfR~x&NgVlQz5GAh!MNmf z=Sj5o()GFqHrMss_}S6Ongv(XR4+gA5*p!ogd_KgLiy&WwO@%BpmP zhnQSUL8-`K7m9Y~r;TqW0&g@ZuKta$4k9Q7!sic|uqjN=UggsRL=cm`+_M^wA)281 zm`?M*e7$n>`7&46E9zQrS~TZh>3+GozUQjpd!lOLaDPpG8P~{Lf0k;1WVBWK@)@?m>}MIP-}B~1{t5SD)akF!;2L64CdT%hxRbS8+9CJ0&`Xt1HtfUIL60E+tH+QK-F zTUGehqv<^qp$#Nf+1pzrCMbN^XG~(oX^aS_%Ly??kUpChjb%1*R*kY#WM-`JO-uBZ z0w{RyHjvSpWoS~l94%dbhuDb&p;Mai6x>A1!ChTU8blglF`H+0SK2GP;PvWPmRYPF zTM^P0a3O?9_6y&L;o0U@fiQ01>9q6#osAl_xz>OxYe3Tl@5RK9vJLS>^miN2f!J@@)e4*ne#-GYRzpP?@Pah6+1TWIUv{1(C8SlYJVn^l~BqV-bxB?kD!mme>%&TX- zBS;P8W`A%}{(gHEV$vsJ_70&-+6VRSUVdjsBG=(Qa}nk~#`2L!RI+1H70qV6{1dAn z^f((97|}Z?8IXl^8Wb$bf@f9!rwnGfeG*le@eWRwk!+7X6ZWAmR3@kGTcGej+Hgye+O zxgry~&>Z{~XFvKmWIqF<$uq$YI@T-lWM&}PsolLYYB&zKoz}`PHj4RcdvNtON18`j2`j$!z*0G51J{Gxg)xzF- zO!`gde}{oT)NvrBQ5D6Xf0~(|3)7IXg~*GX0j@SD8N_h>wzay5u&ZN{TSH9~>z+6+ zxnJ!rnC*mF(y-ThcAd;f?$wB$oU<$T<=+JY*#SA`U^QG%34&!x&j%K_XaVIU_vLr|K=|*2S^h|60LE$s)n&rh*W$JL#~kW zK+QU!x;f=;rYUO*hhJ{6s8{LNKja%FE_^+={?F3V!dAGWoAKq#<2X`7&#NVXn(Fmp z+PYP5gze0P&K&l8%YjSi*$1xJ0E}YKezahsh1lJ06hj(u3=hcX&3z_dcm!7x1Za#4 zS=zi=Ux1j9VR9S(9{k+bBq_?1U5DCeoc~EX*gU!is(KGp4ZU~9dlT&jGv038!B5u= z?hrcUp>q7X9DiiLeN&}B)c0J|xJQ%{83+(R-=>8GE@LC>`rkU-U=3Jn+9t0;N3prD zTPOBeQl3p3z3Jp+FE!VI`D1D?|};O{SJK^JDgb9x56?ZO^#VFo;> zXTZBJ%zz6s;5j`5zHvbdx-bJwls*(VE(=u=h|MpBkUm)w(h+!Uav?JzIm80{w@T1c z%B>w_OI)(GgG`Jst8HYrYG1B4Grb6@fcXd4X3QP^NB7MCQd>KL3G6@cZp92!Bq;(w z@Q|{8{`Hk*&_SMZykt4wRsj7BNG3*P!}Wc@@7eYafa?3;6WQ!0K}}e;xj)2LmXWtA z9W6dihpO{VR40(?AWdJrL=WE|HSgyS%BuX=Gf;kQp7npa1Hc;pgz`6^NI5Y%9liWd zUO+rJs{~(eP{L(WXQT4JXI}OuNp!gki8i6+hg^Xf<6};}9PDhPO$gGeB6?7fS9c_p zW_!W(u|b^-na!#?>EY(z&=?JJmU$!XPmKcQ7+-l9u)rore?RbowS&y{Urj_3hm~~`1cT9N4923)4?l0rnlj?@qx4r$w{Ra*n zTF`GTk~+J&5?!Fb_0}p?MkaYj8P3kX!-Rt;-g3k2LiJ_-hB5@`Dzgp4|N9Q>?=!8Q z>CD;PyL)ABC;J40+)7y1T(ZNq0!liZ)o(E&pXRb3HOnkQ(?vtVtAOy?D76514pQl6 z^*e94s^hORZIku@9@!G`$hK*(^;NShK3%4mYeg&N{U*M{o>X&Sr~_e|KzGgcNJVxz z0WlpxBnfwBNaUsG`s{P&*>YGjK8j{4JJ}cdMrAVqE|K3a8Ibk_F5w9SNsciQkDPbA z-UI1oDJ4u3N(x@HVFj=An>WhzzarvopY_ug8eNDyU;7_z~o`X*h5 zpkT~^oW^x2;ziHs9V9MHU!re9GB&`=%ND;lS`B7x3KF$H z$zy@MAD59J>gqs_Jf>tKX|#G*Xi@@iT5m7lKMx>B&37n{zVTk7_iI^qUMKl;A=wcN zZ;+wu@#w+yaz&#lt1@Lu(p3V$$a!qb?^dWvHNXJrp_isL|?6f^_`@@ndXAj=~ zu(B_*57rkR!G#%n^M9=_9QhzG+*V!q27!ZJ&aJ>Js7rNLdRqiMS+cv0&cE3zbd9S3 z$#vP(zR~iDAXRFumz1qL1e!LPBUJN@05Y&J-~AJm6gebIk4K8z8Xr0Nf6dvu7Zw)0 zJtb2h{aNi&wgFr^hl$7DxN^GiFgHMHggvUnqUaJJ6Ciap=rr}En%pIxmNa;RI^hMlZonF>&<2+3EmP zF2X$Mvp@(YD~T@<&K(2*53VH4gGN^9(2KM{SZ*YxsU<$OFT}w*{Yc=o=YzLaBu7Xl zuSUqebPkMbdrR+9eec5crM4%>K-Tf=?H$bcPWJ&<0cq6ch;r~bR3(1|3m`YTIn1>xq{rJO0*RR^F zd-iP++lTc-_kIF&!|ycN_2rlun{6+Y+3dczUQZA@zh@Vs9UW~tR}r>YU#|8?BC!jR zJ#zA2+$#aRXLZkXt|0s%7aBXy#Okrx_Uj4T7Biun9hH?`lQrIiYL%WmwGaVkt^)wH z>U}zuM0hE^JKKJ}18NkR>TMuc$3o<$I#O;ulrt^a{~qx?@qR6|M(AWteQlGz@F?)r zvET>)E|w+_nC8bTTrfu>0pyoWWm^=VaK_sN4yEt~-pd7;e6!>#Us1G7f{Ph&U^WZU z*A+EU4Cqz|Xyq|bTEJjUsPNE4+e~V*H|*(90}MX_gm8DomkHAX_}=3C`RmaAp74IP zpuIQlC*C+g$VVS=gr}RTW9)Ut?M*YD0u3V({In3wd4hJ9$e*hO6Ahw`g$HQn=4qIHCOOPNd$OE8rF4i31zSA&Kh^-kpI_U>n@8 z<)#HRf>`1A|H>DgEC%+SAy26R*IXV+<=V|!K+>?y0Y+g`DwF|s{Jme4)<~r{c&Hy> zm^51^#Ndm;O7OPh#E^I})oDf3;@|=jOd&@u0TphYY|Cp1j@f~du)&)VyFrl&=8G^& zv-OD>71j)qp(c(DH3u^vU}X|=xCkg(%?^`@@(wcD{C#Vx^L_UY+qgktuY)XlnZDJ~0fglPAMP@>r3o}%H=1>AiBmgulq4;eR z8Nqd78@#oX8)dg`iww8P*m_7X+oBqBj-4@Mk3RNSf>$F0$*z2Q0AV@<(bcoxo2A0R9 zNL3C93xYS;DUl-qF==8232SK?gBb^m8-xdH34^l7YFE_BEkU()tT&GFhI(XERM5vo zo45=R6`y?%z$pTy0dTJ+q7n*SVhDJSK-5w6qI+wwwZ>#8uL^N`+QiN&0~2o*LY_9^ zKZdKMMP`DA%mkw{!!{EaM1G~ruwbXn^0)&Ls@dT~87hvONJiF_3_%8|iFR;UJMh~B z+2~+s%r=gk!icE)VS-6ruEbPWs{D^%Y}7zV?6HOKlISkjNoY7v)`bIi{*|BH^>mu{Rv#vu`lIeIC?#-`;!&E?g}auBtD*l1q#Y zWf{ufvnv(2lBnr5;zI*PptfTWVMyqNX@avM6eZs& z2iRu0H5wCO$C|-Tp?U%b>gVsih&x2a9Yg_TmVfTma$8ALA`k$D&6rQ=dK(3dUnp2B zft?ZL&^3hv5G}wf2mB%&aQ6wC%3h;;AggoOaW=@m^Y0+eeV!!9=U5ZGq%;YbigAjT zDidxM?I6U;AHdGA8UR2Wa0az^eg23v0fKrxz)T^I{IiBTs_6k;5T90a&kG1{%DzG8 zyGG~lTD9aRn|bNebtU;UG}RRX97PpQp3pJ)yFevIz)Yd`&HvkkD`bD-M4-8l_5|nNHqCRQ@}TKcH7?msfShmwoQC$ooV&TV6fm)^Qy3SJFr7^ z0D&5t?8=U3S~vi=3{al3oq)@Xuasro-t(!4m3^Ll5Ji9eQkCM(ut@P0sm*rxWbg2V z^O^8`Bru)=>lZfG#0J<{yRZiVfB7G$Nzp9Ot&Yiis2_CQ4{}x^n4BTG7hXtoN7pmK zu1+9TX$#IMb|klp#r76d`sBux_@V+!UI9#2TUbq4!19WYYo9N4(nP<9s0>;QZjS`K zBJM3M`|bPPTfp^UGTP1phzL;o+QJf&x!0Xx2UY3}1R*sY`ygIHeH`=S#!n5tb?hVc zZ!~!tzR5tiCt>&_q^f$~Zsho)03s#QxE>^Wn+p*a)FoQXMS8q9Jn(FR&#S#Js5 zbjyY^tiEZn`&y!0EG55-d&!qZc~zrEd&zGojf1YqOqhS;-;F#PIDWxkkG*0*HQjuy zZT$K%eVWI#dyKD7>ansf*g$Mzd*?%cqwvU>VXZYFFM_r!fJTzF;e=0_UFu>-qH~>#L)BVe4Zyxns-(u>~O0}vlt-fT^r0B6;=&WEUu;p zb;T(ZM{c<{r`U&dqb6Zhlc#^QP<)ukdOVgvEgP=PbUK#G@%`{)j-2pp1>rZA5`^Da zN)UeIJOtscC(ch02G6VWdHx&(VS7^$?y4y&x1XyZR5dw&L1;Xk;Tt9~~O+U<7O#@ByP{caMrTCJ!RC#_UCNY#L?)86yYpR4?n z&lBoQqk6W41&U5HoTIGDmU`;`(Wl7fIrLbv#A6SRK6dHoQ}Gf{Ju>=KGWt}s#8clM zeJUG$DqP~J8^1L2RD1NPV2P)08GWiV`jo%KQ@4*k)f#<@GhG)gcy{=L$F9h-l#QYp z1J_KH|Lu!RKnj_yoi;u#w?`EymKnCwlm2SnSl#tcip-wBIU$FJi|k}_eF=4l}b@?YJ=tD#9mN$Zt~{d?M|6YC)o z7fiP#!X=V*w9j7ZE@*N2B-R&}+j7yk(In}<>m6cUa+T0^C3LeAPE&->rFt;m)d{Uf z(`&TPZr;O~$-$c-Er+YOw)gHSLy!sg9KFODy^J9#6Z`COX{NRS!*8@3mey!reZiwA zIU8K4J0cjYr;8*tNlnWI|F~MIx>l-LD^=A>xp7dVr+S;j`?#Koj2}5 zG?HgR8A61C^oNF3YH0@RHLTAQw7etuy&y%g-OX zA|;2-8kK%3P=M$6$&|vSE)ll}X-*<41NbM)e{C9S&1wloof02(?O{mZVenI!O&2tI z>l5+vj`%<|?p$LulL2V${qvWhyz7ggatB>kh9ew>6=jr$0}agFHAkVwZ|flRaENHf z6*5DP!av*K3U-Bd^l*uCZV=QTx=Ry9`6B&}eQ4rtoX-}6E-lOn=764tr=(AZE3 zrQ=i?dfcxcXTVzCgQj*M%)j+2VTWPea=O0q_e~2!OyU?~=7chw9hJX-6$Gcwc z{GdUf3=gn}*xtk*`_f-QolF^|wBSRG{x;Aa6wBkPU$zk}0PAIrh){;%+PC@elD18o zzSZrfJKMA6?Z%!p3pa%w!H$;Fl~E8^~w~{BW=6z`M*}6VQdS5 zW7{s1$6|O}+X%b73SMP-TfkRg2SrRxYP|gR<#3!xENOejo3x%tnh>1O;!AHi1igy! zYa?7K66Q|d@ySRyPZ3H(S4%^uqym$CrSr8Go(Y9FC_;SQ8Fa;+j}Lc6Px+0RU zxb1%~-4!kAibT4?lehVGSAcXjGQprLPT3K@>j+(SLRfc#mYfWRr3Zsf(9#LvXeVe; zr7#q$<06gjecT;M`0eKEn;5{8+W2lI$fFHU;To0xa-h?Bqa0mLza+5*qT0w=4Q?41 z{v6t%FR@|>CUs%GXLvjvG8!jmd%X0S@S|icNk%NkWxAuxrp5m+q_AgFFpF)}se|L% z+0_XOQMwCVQ($+<_$g!nN#TK$-bBL59E{f3-%%#6#wNDcTV;}IFegX+?3>`qX$(Tk z(offhTdlo?QFCtNVfq-@bc1a`!5f*TlDt>Z){$_RSuk0)*T|E%Shr7 z6JBZe%FJdvBsejz0@1t9Ux8Z+g!5(0!IOOWk|}7VM*3YyHrM%Ud*v8X)LL80T+Vby zc}zW~dZtyyz8z(_qC{vjrUmlIoO}co;%dUjLV3WKth!PoS8v>mA#+Y{=D9Mgs6=CC z(TyWf56OLuA`M842##DWw|SCt#LBspyfS1KU5LcEs*+k#=FmW-v>;{9tHYp;X5w25 zdi(1t`Ct-DuhiQr!Z&o8)qVC?V!GDb5zO10H4ZjNkV70=A2FYJht!qTs5$_jb(PjP zNZiv^jG}L%X5yX;J#?8)%#86mDz*3NlxgUos2v0>jivUpzxA-PFR)MiR+Vpe-~-IJ zyY~a`!sG6kySWF`w@|fak`4iD(Yl_?$EXkW$7r3oOv19)^CT6_c+}*>$pGIX=H~-kh zG$bLcdfCu}qffZPEbRn?@Io^vOF}~fyR4Vr+;P#SQtD7SOV#bnO8qMPay4cc;vzl7 z<&sf#s&sF#S)U?FR0IU)dc0Dl`61b>^j#9>Gu`Gt?@0AzsHX}S;yC$qL&5k=grF-K zk*_U7-AE?=g|;^_AG}puEgdqd=2)S;{AgB8)yd=?1bcT~h%EC)V1-yM)})NKKm-gM zN>Rp;#4@@vaOSq4jF}5!{e3px4aUbE(^v}k8DzI%$FM}aKu&JFW4es&*sefw3QwNY zJ3FDB=Xzq}pR>CEACXy!@H;Fr$()4L1v{owMo=S{9!*H>q>1wHT!j7g#)R(veH#9?4!W zS2Vu;Gy+PS7v527FHCwS#uMw5^VhVN%EK2!Xsc%??aF;6 z-Hj6@gf;P8&+vQ8BzFEU;ZyQtCuXhfLlxZJYOI6mtnO%)P85G1ggV zRf-g0j9_k}KCO{vyo#t_)60ML-_qjC0&YjrVIH%T8%_XisVOT>W;Z0G*dubSUHNiuu9BZaRYTBG)$r| zr_8E%lq-O`u;P@c3o9Jzf+sl+^}vTc6V3I@7CH=r|2wwhRpW(+IDS*Z;%Js*a;yN@ zLbDVBTUcSHYOsY^z!qeH<0S_;O-1fQ5C=y9U5JfKj)QA=t*43=CNe7pfx*Lw3rR0w z7zBjD6F)@*X(4n-3!a_qm!Vm)k)4gaAmNA(`jU9&L6rOka6?=HH;Ao|{tK}}Qnc7j z0Bq=&p;S%RWrb3Z!rKDl<%eH`xM)*DFDy3~Va8tMIx8gf!Y_l77>!Nc$+cN6nVY*9fO6|JHJ2|v~K_Dr0(x={D<;c%?YF8Og_mDWl7<|Z0 zS>K&E?k0I~^+V@_s@)(DhQOp&^|hChQjhAzXx7U9;>SxT_=b zVpk-_5ieD5K*m8CNMhqys?xWAkL1DiP1RRBPA?BlIT$>0T6t*7!I?Zld1%VPsUJF9 zd3f5ko=P6v^8zO_A`0I}8F+u-W%K$!ITZ?#QA|r<(x>{lvSt0b4qeAP8FAHmGqY3n zbg(>m`-(2I6~G`LBY8A8F;opEs{rPL$+@@z$@iYDfkYAsn7wIpCiurDKB2ssa@mR0 zPfTp^ce8^Q;lp0f#899-EYwi(^4l}Fv|`m=TnZd9%ZN!9TY5>cR2Lb_G;O$Bu{YUZ ztEkdd=4gfY#&MElj2V02TStLZa@V(xI#O?zIAc|jRMjI>c+MU$WBC&sU}(5P!sIrU z%n<@AMbUwBvAYc`pni$27NtrZjGSiiIi5f7L+WXM7N0q((f4jEX1+?<7VKO*={HV&m z{8K8u?SgzftK`F9Bp?2eeE55NZr*=Cq~n8ujtN>&<0~TJ$F8SaUV!dUvn%k=rhfiE zE@tc<;qLN}&I%$*Y?OV#?^R~Q2mCTXX6k16O-)in7MA;1lp`81hoZx^U=zUZfoxWs zbdRguf@p-7mh74<5Txn3xD?FV=X@;g>4;gaCZx3`|M=Pl3QvNc3rWglpA9!t@CRK8OQQ|j z91!N_eyQ^PGZIkeOVjfnuK_OZGllW&F(O-hC=g_e^#W|+JFzgjZ-agLp^F=UeU(gL ztRDcXg~-JAfk=cVD`JX7T8l*7Y*kuB1PBOBxHFhHlD*vH1_-!{Jw;1^4%);A(xytl zR<^Y@*lb%xA_?Khm(G8C0zm}>_zd5)9DD{c^~=Pzw{?i~5LRh_E*BaHZ$(Qikoj`i zhqE42SLK(yN4O$reMt5e846Q59(c8+#HXltqrx3Qw>pywcWfI_ir&1*Xls{VO^V2* zl%d3Av_M06B4Q(8?jb-cGKt90C!7pLl?=s2n9{HsFbT9HFlo~2K#YRz+HM^VWQyhx z^uJ5e2WUq6(L{Hhl@SmWReZb*5nf8mPGFhms8gO$H& zA+rscpD$5B%IYG{qEx!m2wEpi*=x}Knv#l)NrI8o0AMrT)Hs#_WHb8CmMOOj1|JUL zB||uLb=o7o#T1Rp0g*On=aKj3RqH0j0KdA7>*`-2)t{o3$8H*~em($}Y@|Hv{0r+S zh!nn(eGnVJkImS(O7K~f7#Mg5lXkT;(M;k#%Y`SOhPG&8J}FO$B`fb)z}Ll4X?^Qo zISmV16WIgVrGnLh4HPXeJy;?fvd373?BNNrhcCz;xrBAixHZ{bmv+-J zM<_lZaU^^Opvj55OO^$3Fog(YY*Z**>%E!qR3WgHO^oM41U*Xq%Ve!j^uo}DCzQYG zsXE__d+*haS^;FPaRr{KzP#}W%Q>V6XNVB+Q>9NOb*LKty?Ud67z+`P$Nr<*Dgjrd zZ7T%ImFPHV=&dYxs=`(bfj~^Vb9DjL^^&JFcr=Y)fRS+!q8~y}7;4sG?ZyIw=nv|O zYCZZ?wXQOP@;F=zh0$E^egeWSm(2P{y}^5v3GIR>`t2?6`LeR>OhDcCSt&*Of)rhl zqVtv_|AG|#a7odF?o55$6I@&7MXqPGiZ3v2zjxDDsQ3AlmG$U%PkwzPaJk;|6+!L- zm=ciZ|Ney=yyMVj5q|wB(?0AY*m&Q>kM|<;E-YKF@T1717tTwRUGmJFz-I5LTvEvCFnb;6z=zgq~Qqu zCL6p5Jpt7_T;akeCsOaICv7U_Y;mvG%fI>)Og|2K`HeG1&1~FtYH=9&{&3B++n7OkxvxL!6wE7EJxg?ISt<}APWJmw!Nbh!O06CK;Bg( zG{HqCEIr&dgUs74JQc;ec<=D@I|*ilCrx_?Ophkmpfob8h$t6tg=Gke{geOg5tZ-X z#5#l~g1xJ?yG(jzGz%;@db*%*b^|z`yn}?d?n!)2ELJXuW$*I~B zovtlO$wbb9Fwl7n_1tHm5G!=Js?dA8V%kCOOSi(gwZ)DamJzto{4g)^KAO*K6XkDj zks1N!u6<=}9}RX(L}F}@dAnf&>f-co4JErrGycn2XrrkH$bP4D(0#l9w&=$ABlAOqGIX?DHK7B1RwbUvDtg*~=%ouV> zAelRPUyQGP6Z5|5w2bW$v6aQhKRu#;u4s#^T%tLYB+7^GZ7$x#BvM!lC(gcUOjH&kF$&k)r?g_ zn=a1H*O)Hs4R0`Ad;I9Gj1k(-j6oF26b{L{D@`ixME}PotNNcV zz>!zcr#uizc2P`YKgS~ESnwGx?HG%&8jD26BIz@pG?7Ne!(#!jP0W|^1#P)lzo@~I zl(@0j!6;fMwZLb`b`k?9yV%w7B&|?><#i_OAzUTO|9ji59VV8$l?#n!l;{4x{=CC5 zS4AL@4pF`MFoV;lZoNZ5A`s%tVJdxu^7?S5_*`6K=X}Y32S9Wx|DCQ48~|U{Ol;5c zk>*AdL8}53KEhgJz`6(01{BWK5fhYY=$SZaGl`)ZqqrbiWQ_YXg+NVXx!Or7Q!GWn zOU8gFEQYB_U8h$lK3?~JZdCp^7fDhaZsA`wfc67~y+R^ohZt$%Ta)pmv?%z3m7#&z ztD?Xu$%^9&_esFmW95ul0+wFVc@uE;YKinRXsU10=`w}P^+m4-J6Mw>eqpZQB!UW?;1d+%fSOU%D<+@1ud& zT@+y*Nhsl|BCG?6us*xc>aGi|9($V5>S)Q(>iB6wt8>#mRcN&YQRgF})$x*{)nni9 z(CW?-q1Dk+q1Ex?(CTQZ(CWyM`J;cbA4J2u}3d?;t zeK$o6+K*<0EiBwX-z}s3NLU320?C7(v`CO(fisJLg1*guPV5g;@EZUFGGG?RY64N> z=a9QE1XVZP37K;ztS-cfAeizY{cbQ#WE(wEa!qI_t8*so0cBcw7!tY`#JG(La4rzy zvfeesN2l{6p@}Y085<#FIEk!PG;)VV!aaj|QNguqnbp0}YU<^={8qV9q**<-fC{4=)4n+N(>=yy{sccWJ>n)q-;>5s}qt z2FqI22=?x$f3`xh6TtCBM}J&J?^CKj}o*ggQEKwiH}9tS~WijfM;5HiHP zB_nuDkweLe5pESTUhaYFw9Cx180+4YD-$7~4v%T1*ey#J3J=YLs8~#doWt70fXLa4 zvkLHTVtf1DM`+c;Er-#XH=Eer&(qAKN@%9gQi4F<=S`EPnMpO)R zF=9js7|z{CDtIL>qu1e>B@O><)o@tv-t6A>L9>`pE4GKk<1yiN=l!=z;9sP)-|>lg32SI; z*dUE~$}s^{+uLIXrbL~NTLn8cjMJW&r+wHZF*n+~rWqeNX_6}$aoENVqKai!6&-|w zgJQ-rV`dqwB6%M<^QO})u}QD>Rk_@B@#mtSVI}+JMBhx9ajEM{sY$X@H*>`wUXCQ>WrHU=c-|5(z7H-lt!rZIZgwgcqgocGF*w z*8Tz@^Tj(j{bHAFQQM+(>WKLtE;dI)smMjS&#^?UHn~0ap@*pE=UAeQ$)R;W`k{xM ze<8;@KLs~KHL1eUNhKZzH>pwt_4%Gsb>TZR;EEW0C9%N3ir8Fq#xHfPsx zq3eeVojI#Q&8Z6I1gi_()LSgrOBLE-q3fH4c5pfz#~d3+PhyUtJIylAv9{^}ZCq3oTdE!P9W>m?;0+1ROm4Km=&AbV+^HAgae|M*j=IL^Uf*JoeZu z)h51zP97X%0MC&>Hfs}Pj)zUhPy){w868=tG4Ts^<$RX0y-3K%H1E){11ahZ`Gs1P z8Ty5Sz3|s8Bk?^Q!DHeb>Q-){R^6CoY~gr0Xy1M@5>PoA+TC}Ry zJ~LX?)wNdjx@V%he>KWFmj#XOKv2)X^{^^uj)jvH8wW=G>NvnEW zeg<0AA3X~*2QH)y{7|J0{MRvm`F!wJLN%CvIay(*b&Z#wNCnXeW@mAA##Ou=B9wAV zO#OV<02nP1lz=w0^bp`^3Bl1O0FD+2INAg=m*KHA;g0Dt5OB1h362&l1&$UtaI`?c z(E?&ZNL@p_+5`Ycivb)+28Q*HW`4%oR0N0^j@Npdij^h;I9gDFqXh&*SSc83aM>1t zxIe>DjI@=b7-=hqFw$10%%2os%?ht9=#>-pO}l$`bw59m-cc@F3hr$B)BtJG(g11G z0+6;6fLkkXC{~)5nXUoSqO$-xr{pl`RQdHvtrgl^Fkc{{Zgn2D5VZ%K|mdWPSZnUJjtar(j8*`CyL zU*zs{7qC#9Y#>EU(a#1_6q>A(IA|uB32mHz=igByTP_s{hYKbFP0Ho0y`zlC*zPpH z36le+twP|790Fe~pyC3S;1Kv?!V{1>rifBADS7Xc!nzWR(^FR1(5$*+t_aL30PszZ z0`Li7B5*=#0KULP1mIg`R=tOgYi6v2n-BWr*%SNrR zzSNJFo}glQEF-O>8U&YbvVp<3!c1XDm~#CUFkk&M<2sv{EjmBDgqhDY6J`>-$>qx= zHsl$1*l>nj0B+hZHPdBcChb@0G6@s%8NQtkBC%7KE)z?-Ojq(|hB8;iBy(k~kuK9_ zx=hy)X33;-UxKfFlT_(4%+6s{P%e2p9GH~cZTpIJBy~pO#ADOQ(`iYb&Qd8eDR!J) zLkMTHb!XZ(z2u*@OYja8W&Ex~nb6Y#T6oQa1MXSzg6suO3r&BU1sM$YBU zl-;VpyieV<9B-7G^(4TVrGnc%lTs(}v2P}(0knrw$6cu{l-g~SI@KqU)ljLE=Uu8n z(h8jRL*=eM$8w7n^{X;AV-=cSa>`!Ei=Tmh=R1?eJ6(EeVx`AW-Qdaffw( zFDblmeoGb~*4sR+L#E;;;2xpAOybH+c&RG7PC%%S>WSniCCE|AB`}c2uFT~2*3W;9 z#$_72a$3sl!OwqfC`Bo*L_Qo9`LxCZY}GkpVP!53X)Z?RXO-b3md*#bsU#{Tb)r(c zP8sW%c9p2q#mBzsGEoW0iB*$hz%6#F((&lY-a*#w~(D1+`%-fMF{%0S#Lw z5DS(vUjC&qH&Uf0hF&lK(wGgzl%*;dz4``aw8Pf3TI^Yh_AJ2%)%n|AR+Uy+vos*x z-u5z^q(w5w9MfXTie0l|%4&}!js=axu`a{?px|^Ri-z%C)7ZFo)^oqq1X)DF7Su7@XjTtjKzvE)a2XDY1J)AVA7bT4aM&YE&W|((tqWqQ>RAzt)hqUhml+3E+>WpkM{&PwqW#&jFb|0dlL@_BcI$>{#OMCr11xr$*?jNPWD_w@lLmm?&tceSfn6J*tPDiEISY}p zmZPjmv)q;CH_Muw?wPzUYqC*RBxMD?vU}=!g`@TAE>W*#SlyPHu^tPIPFrAnssii7 zFAcgG&J+_3Pab=aERZrJgO$AMZR_>RF?2QF+L4zp!^=Bn8DE|Z_cGlbb!$4}Vep2Q zaOcQF!Fjsq5K3WrvoOC=*u+wWMUBEb@C7-Eo)Bpos#)j?>oi0;F`cR~9FXA! z?hTh1ouaq%&PQv^f*K~9aJHcMRN>q2kt=q z_PFk8co^flJ(<3Zd;|KxrWLt&~*mCVE14(cXAR10j z@u8=TiJsD-rZEQV;*g$FC%9{=U*&ScbZ36MhA@eqQg!z-qw{yKM6XLEf(JciutYWW z6pxwv-^d%u*v`v#3)UBU*~Ud>`L#f2&?_{+mI-3oqG1H93Ji9spw0kem-yC!=rS5j z4x4!@CIE&%V*`M8P2&52csJJX+3V*@Wx}moHp4!p!6za+Cod3KL#9I1;K72?Uiv#b zK6r)~-43%_<91IRA;fhDETaM(_QKn5#Ht_mN}>aI?M=7bd01WBH{Ct*TXn=p>R*yQ za~9UQ>)fAhq=`<5{B)%|#zfF%@IpV8RoB&t4rJ8ULkCRfD=WDUuQfS(-FxvdkLK(IQQ z05!=J8fM{4_VWFc!e%Kv>_AEaU7ZrjC6bQ!g>;;50$=hgn7FgL@|7&Uk=a74-0I4^i0iJq7V5khIw5qEto@OX8sx)mn(9Eo)%r z3WrixOGd5Bzym7{g;zjkL zNFrOru**-wMJAKz9h{P&Ch?Ti z?Uk9Ume{26Y2*k&i6yjDbyliuoN^}dtN1=1N0MHdSLM_tj+~gXW{Es8)g?|gN}Q4s z^Ikdjbak8@t>f4dbzBCqTxL3QZkjrSVppH4*e;yr-NEU}RHvs7VzfH!+3NJ<51*c7 z6tLfQ9F)EI8LBEQ6BW8TLk;zQw_(t#qqLI6XDBJ&nR-VoV1qN1e+Fl$MW$YNhH_=5 zyi}QbpZ*NxkDQ_4);Y5Slte)eAD{+Nkf%F94I73}d4Tep2dGYcfb#b;?6mB{Mof*~ zjnkMrL%FX!T8vdk3qgA3*zHKmF&v|+Q7~gXtoVCP7lz{DB5~3vCn~X&BJ*aES)<5_ zrHY&yF0#vzty=7CeHW0MdePNzTDMIl#7|dgH_iZtjuW+ zR{rq83L_!r<7P!V^*Wx(@v5`4u0vdpK&Rm*LGW^Qyh@fjUX7ZNM|>rVj#vH}9It$L zysGDsJ6^e>+q^VTJx+PN@=q7tcrGU3Z!Izbf9pI=gf)m`bSJD|4g6$2 zlpwT&nphd4_aclY!=I$=+;|mb!(Z#0QqStQ+)(hB89)%c`oq^7?*@U__fM!GFUCz^ zIvW{`lWp_?o-uwR^+8Ii5JeXlz0uz;a9>v0^-reIJ)a;dT0jnwl=0pC3<^VEm19>y zUq;-WJm-9pAsH7?dj4Q>y*}ZK7Tg z&8ng^D~l(kk1-I+jLoY2yFZ4o6a)aO>&q@ei}LHs9I-=PlfU-ExG)9Z=4(HE{q-O( zmC4`;IO`EI8EPL>?+$H_(;>;uBEVcp(GtGMr#r5|A~V^ndUehJQ_p_Kjzq!^Bf}7^ z^{>M}3mR4S@G*G{PQe_+t3Uh};0>7UEjTzS3<`16Hu?ZPIjAN4;qGr7RrW{ik#8JT z`PVO1>AmiFmG=iID}g}pD&x-{Tv%A>ZuF8m*u?`#Y%Ac0$x?MN+ejOP^8krxk`hM- zpFz9;l}Mm%I=W*VjFg1+yHjuIFmfH9UFeuR-M zt8SX{0`!qz_Yq-ULet(R2ox#f)_@ndt7)_V*_b#|Ks)JiwHkaVm2*Ir( z{;U@uh^P*3jS$>A4QyixZcPTkt&y2_!L105DpN#4a;sP)Y(vIGvj^(n*2s_-B!a$? zBPuJH7X{cwwYHXsYMpjLhtoq*tyIZIBmK(h(Wutxp{UkrIBBuiQBwO=2#V7siOYD&s*wTC!w7T1*Gs za8xU-A117#S`#KIpyDp96(8$})-f#2V~ZnJBa_w>O9p*XqfAPeT#hLcnX-hq(2xHSM{oLt4EO&Rx)M*TJJXCP&}2 zUGOOGa$-^kur71)s=35Tw+8{N=AveR>P5(DssdD(4ZS02zC!|3(;X#u_oNO`9cu=t zhAu!gk^ogdQJtY(1fY6PfWJQ|?-BV55xLj?1!d0hTxN109DiAmv?1h;<>0`)bG7hP=k(`NNh@M>tf5RYEWlhm6t~)~;+BVkRudfTh5LCVh_%aBYbZ*dnHC<$q-QdL;c_voB;8vgJT*W3 z8mo)obU~@(W)&9nRjwZ-DD_VguPrc46~LV~zQB$d9D4X_95Bij&A48#O!L2^g1lZp z$}WSU&cr*XAqqCwE8JT%q8gjRw;F~(ImT?|2@K&l?qv~PRu}7|O!qF7$}+_v z6k&&rcOk!!b%VVIjg@u+No!M$={M_+9Gm+^?E1{FRE|s36pl|73qsU@5KIcmiXd=S zmD!i0wL6%871G|$E3(4Ial285_;IRgZW3=q{VPulE_(}J278Sr?jhtEK|F^8{!@%4O{YV2h@_#}*ZPnf9 zq(Ye%da;$?TDZJE@hbAH!c1hZ&fl7n$%ulCl1}x6+`|`7q`NPvj47efa70y=(G1D2 z9+|>i;tT3RIZ|#|puCsLZDRFns09s0# z-KG;MnH;;MaYRZ5km2S9j&e*mEJG2TF&0ez5z|e}h+g$aLWb5^Z!gWacyHNq9*{Bu zg-T-SfX7+eai~I%!6uoO5tbPYUw-^Yu_J6Ma@Ntb@|%h+CckQ~!#r6R>bv8qW6Ot?}%6N^JI;dXC@V=;DXo7 z7p~wL)E;Cp$32&{N!-fdgz}DgCsOYKUYKt1Zgwx;4=34?uvbLhJl=DcSGFA|ti73G zA8nR8;~fBLVM-BpHH8@lY9n@s{JkAl<<`?xx#f1+z&>!gnxac^Z`DP2ds4#(y)u#- zMy$&{9%ZW~?3DL4uV-=TnBp9Z_( z`uhTP7=jUpZ{)0QZSan{njXd9h^$5IDjV1&zvIV&FcHFIA)TpZAch`lFM7yz{u5gC zf#X`#hvT|uZ@&4c%705>OTVqffLYPR3Qp-0s4kjnj}wR;wcaHlsAo}YkqYhV4&2k5 zy;<`M8|4YTbd|BZ{oQ(eSn#=mA@drx<`9i9wPWoJ=4r-p^K*|qD)m(MaV81h=JlG) zmA7~sL8GNZQOHvch!Tc#OlemESrGIYF9>u!zpWl&MH)>k5(f!*c=tr@e4aRa=krIJ z&gYoUXE9HQ^dC)(u<;~h<9R1>c@jAZz)4qeG2^_Ro&uMrW!k&MABGPVE>CRQJ4*o1 zws#Vj2Y!kAmmS3A!H0s7Ks!^D!1bIkULUIN1n0*F`ZpFkp51CbR1KsR)#15UHgI{` zi*t#_Dklb(`Ft3cr@{|ODt}s1`_m>X{E*ftE|1^9z7vb@UZ67k@@OYeeJrO*fR-JjlS}fbi_}$at@eI10Xgp#c z8^DAl62vQUm~{BI>YS*dT%&Z!T%!RNPeLpnN#56tdLIDurwkk~LXLR(=Y6o2p0K z@M^cKFonEPXqB{ghUE<=({PbfLq$%WRgwA9MVh+EPMxfm?W8l zatCf|&u;GX2XRyg947A%?y@RV{8fB^O>JpVI1r%8NLwlNtq@usctVrA!tS zcXcx2uAUHg_4#Q`A2=6{=@&&~dZDJqgg>!S`13Rx)2k|t=~YdQ=@p_ey`s{Xw%5OG zuQaCZqA|Uq(wJVTgED@JKE1|-3N5KIZLc+^S3YYrrWa}|CHS-a6;MjHpNGbDmW4g7 z#&ovjJ)Opcf-)(u`wD1G+kX%m6JFnuS}c17G^Xv(C5`EG|Ee@5k*Hc@!q-Vi*5vl{ z(3qsq*iEQ2EbsIhQ&r^TSrvI&jY-5fuBH`=?7ZR!p)uk0qA}sq_$#0>ZNH!~ovX(5 zl_fN$ubh|0^qo^_Oy7CdX-qetqsH|1{Clo3ee7H`rgw?Pv`$fD!k^eE{P})qOzTuo z#+R$pYfPxn4~@pOj%lko{+z$Ybe4rZt;Te=;zV_6_0wjp>)pQDge<_uj^I)46C&H=Uzb?itgV&d)3NY}A;Vj<569 zn9j1Wv+~M46B<*~EBAxbn3`U>=bpxN_+PzO?z}ao5wF}cp)rkk<(>(RX~Zk{gVUHs zymA*brt{O7{$>e{>2J*5+jp_KaPGdTHjvCX+Gtrnnmgp23(_!tB1<48G*%`Yfl3?*@r}kmgF0(uKCzmLz4@YrV-+lCmT2f4vh#_QQ<5?>i3(9lIo;s!}s1xS}gZ7&oeg{x5a@ zS1(2;^=lX}j06yp%11I5nHxOFA7mP`@@5J2++BJNX7o|2Wio2-g&WJ}H+xuku66!*mrHayQV;oX;?Q(*^g#7EA%%pu-QIKKmlR^ReUMoLC+U-I zX&IX#6z}d`($vQl+R7^3vxEOc52s@4Wy);aG`H^owQmf0TNfxb~sZ(*$P=kaEJ5 zw$ubKQ%Zf}mXd$fe<)f{{atve3El^JzpwO>FY3=BK3B$kj_Di=3ky%ib0P;%5-l{g zoqgDL_U*9?0T%b^J$B& z84pFFyq;aax~cc{q!d1LtG|P++Y1W|!Jg8$-^Hr4VqY2e_i=T+7^n*IK44VMW5qJ@ zUaR}YXR0AExeP1ir}o(YIHv5swYPlYm?Hm-z5Nr%l>G^Nq`F|VYeLG-!J;zlV1kX# z{|G5pKrhn-w@7++%$~$ekf3~yF~R_hv)9jIL~ePRQi=VQGI&zig?Z`sPrh-QAHF;L ze@8k#*uxJ_2 z{wWHatP7kRbWHv<9YYL(sz8v7q17*!R=*70Z@sOTEA)nE)i#sNU9M(v;4ym3p39XL zOa-5PAuqMqyT1PFQt;0_$3=qNdTtVzD0R6);{)8}5xBta|K$f2cM*qiX77FY3rfHc zTpg{pVgBi#RVnvsd=P5U({y_(>|SeBdZVW!EQ1FseM@)GrONzva9JVUJVAA2>D%1A`Uv@0Xp!fHurn-Ud+2|-jf688!8Y~EfQ1udOVjxu%o=T{difvBLQsie7nxx2aJ99_a<7=EI#iA~S`M~@1KbXN zJ@BG={g&q|dt6s4)+9K>w0%&vG0#4V4$1G_D(P38;@9LKznJ1nsEPcevqnL8iEU5> z0>rDrA;!y$ccuE058el~Rq487E zE%BV@>jr&rA2ta0_WN|*ELQF?YjOW@E$-7B{RgzXouxhCYLWl$^NXa)sR~?X4wk|q zvSi7ru;uFPJrkx_olUS6$rbtUuC1>F)^WxQLZegb?PW6PCL&G%Lc-w-O5NG2y8eP9 z$xFAtO!P8G+cJqO`0Y5w)k4D(xox)+H|VkGl-Pe|6bF9~T?ZeAcs zEy|(tjLIz!#tNyUiHPn@8M;(C7?oJx&<%?vwWE@BaV0O2b%FR70nA5)I2x7P6K5&6 zk(1lsd#PbO!1I67R}}_PNEC!JpxlO`37%GNPmIWIbe3|9TI3&le$jG3bb}7kCUzZ^ zxO_ll?UL!qHxbT{+Jsw!0iunhqB?<~Jpt!QjnUL8hFQjV8kYdKX%8IuqO#-m_5)uO zfE)o2Rn%56;y?OnOvN7-*y z`>yi%u(NDW!y?IM>DQ0JlttlnQ^o$- z=*x1v%pZA^9)8n$ikKHBA9u7Ywfl^As>>8yI7@Sf8#Q-+tP9 zK--tIn{0B&vF3{zCR*zypmQ~>n^Y?Q^z%(*5BU!1!Yca+Ua^0jl5h7^-|h-TLq4Xs z`k0uNAlF2wJb2AsM_%01)pF?t|F5C8K z2s5~6p9puCDeS4<<{H@)YMP@0GJgJ%7k4lf@Bkn)TC{n$VDyXayYvR{E zm@b74#Myxd0td(#_Tj4mgTKLhC8Y9Kjw--F;Eqkb4c=8xtr+Wi(%}5Rz|S#*Z^;D-vI9cRnHH;^4SdeK;s7WChE}AeO=*cKEwz7gt4t*L z^IMg)#2n7JDJ_wcmS`X?c#TL)bRLYlw{_*d}ywiSuTiph2wfF?1yV&5rZhl(EhF zg88wgOiXYGY|Fvy%Kf8AU6BwV{3^vle%obFRLVNT#9#JX0cZe3U*UcH9ka4iMj)&@U zm5D4Q186s25OoeX#NFH;(3RErR=@hR->W`NRv$8c`29e~5Td(lC%d{_y$OFdcyBN~ zg6|h+obl|<5Y*QhA816tY?-MJ!q^KuRH01r8@JKB^X~tjz4w8VqdM?9K#bI9tj3YUQwd{EFlo&hOgd|GBCbACJdNd;h z2FHK!A5C|4)va6i-uk}pet&*HL@0ml^=M!hz_?F2-Q=rp%4*0f$?B7Ivj?}~o2jqg z!dxT|C@P2ouc0KkQXI~!#M8V&L+UE>Hol=}|jLd@6c0paF^VPXdE zT)I5I(GYGBPY6e9LcY||Z_V8)GNnAJMEuXfmZ3W0Bn8QV0XZ|Fqu(VGS>%K~0dB%Z z@-;ea-a#B83n@1xr@m7tNj9efYm1lKA+Qw&bILgRFF8{Hkn)W);40gnVxL{~4*8(< z+?sIoe3^OC;8lkbR09R_56REbhyw6UjC98qyLJ;Rfe8I;O_Zck}1Gdhk5-RX4mL&c0bz>Rh#t%w9i z-?%Ew^n@OfK}If#Q+jtIIGn}tdvlRhC7D@4H&@BuxH7m|WpJlry$rZ*&U|-1;>fKJ zJCeqM#1by5k*uE>t9&gG<|COEE*lY_xx_IEk@fYrFt5<(S}DS=Lg|$6`a6lTIs$m> zm0?$}h&8i`{;(_f3K&J1C+u3cE^Y}u9b!AzaviO7D0a5T zOf38pB_A5C;*}P!pUtw!qccf zRPynQ?YT@bm2*Ssh;j1q;@x!c29B+Ew>#X?Asb2Aglz2OKDpSaP z4;lJ_t9`1WPn^*+YjlQKxAy9tpE)AS(LruFZo`H4VKX2S|KKJ{4n)?skC5N-i=NgczV=k%AVqnhT?yPz1R79;ch1D5OD6SnfO~iBU7~ zVdMtPD0@5-Fi&X9ASX$boA1>4^|^{#cbDtUtKIFII`9?*qHiixuhrjvh-` zlWy|M*V3xUoN8wPzi98M(HBSR1f(za7qByu7xF6Q|7Ns_448Z+T~+k~%$hUe`ay=s6uaJ$R# z=wupyR)AcBabrbZ6L;O;eEqTKXFhTI?mts^;>b>S-SKaI^C9MP!DF2To?eBv6MG?Fr(7^yNuH{R~b-`%e58e*D&qwOZY zoDfeJ`#6{B;ckH~y4^h;x~mGnXb&)uD&O~wFR5hL1o9>zg(V}xIR9RjU?M2O$rr8@ zgXN5tThlF&f(7Y!6+xECJ+s<oX$9&&_Q!v{nrty{cy z)ihe zuCYFLawmjLYZUe$b^xc9+u_*3m6+Cmpe#JLmIuaYm_+jQF0Qt@a!EDA&J8dqBa)&v zW?Fl(Yw#haM?{Jk<^W2kuBmiNLdbY%!0I!v8Sf7U$4zVSo915XvZjcXiZ~{Qc_Spo zcn!~8PmV0-XyLdFoadWbn0u(Ks639kC<5sn)Foyz?KKooQ8n(my$y0x+ zlD~Y53Xl8Fz&4vM#*CGsY{;c4y@5Mz6bog|{HU`zlYA=hMtiK#E$QYSTmqe!Jh&vM z+JGf?)aHx;n^=65P6!HQ1Y8h=Kk94-o;|t?-ukALVKh}*uq2EgFikUP$_gKM zG+Sh9a%Y#_a=YnJe$-)QkK4`SG%_toD00D1>hUDMODc>Qc^zKaJNRgXD>TTDI&f5P zVBY!|xsJ-HeIxZul)8EwI~1Y~o?o;R15A1_Em^oBi+ew_of;<@{8$>rv^Vh{EIMk- zN4($r?#PviM_DK%Uz#SoX|#`^$M|fAH1){Om+gr*{)SAA_STU${!K;0vcNV=>b}3; zuCng>TfMc(lh;Z>^rU0Ww_=sgp2sSmIoB%xh^+FDR95*+Z?+@Nj#WP6Oc(7`SNV)x*yf zG$`xJg8sTP**GPb6~>W3M*$Cb#{B>+h-6A8tR^k7_^!^HJlV*2ps|MoXT7&JPx7D_ zt%5VAR|Sd9rYAdeK80~poePJu@oga+QUtjxMM0+&XGtLn{m-z;GjMjWl&PbW$ym!k z3}q}Z7+Y`mycmEX*-E*6kBUKX6Iq~|*1EW`vg!~wQXLi*FiLhfh?C_}mrY7*5y_Ec zRPB$IQI((?!h=Dchzn5VmIfkMwtm@@5~A0ZQFR&BUt2~mZyEi*B}QG_MJS|^Kr!GV%QCE1iq>k1#4FuG)Aa6`(e!gU5?ihb-e((0}-j>N*u|cru(BfRHuebT% zE_|+xM4-jw?kiaVekENh9TvVNf4au{HG=#!a&cHduMp}(VzuyGvGO^{S8(qPf!=?& z4M?l#6&TsRI(a0Osg3De-$bAnni*!g<$9K=G@e2p1#XPxuk!)vFZpZwI%~@vq_cp@ zL1~f05w7FHVYzVRtP4jN+OQY;;X(uD%k{}w*E5ZJ$X@S;0xy8k!DcF3&twki_1r62 zrs3HubPT)L_bMZPkwd0 z5O44(43WtRc8#RMCrE^YZvmUjjvkWwb9fvwk9q4?{fOpZ$ zDno@{S!*6jig;K}5%>AF(^JDI&7b_6$IDvt8U+%eG|F1@rbs{xG5ad?FHPjod6qF9 z@t0nqd95ro-&BNAZ^-J^Qghq3R}H4(w3{pR0<4J|Xj_BTjLAzPA!TvV zUJkgeCB`8f%V$2?TVgFtv{}z}pctMnFZD#Q+fd^B0cemP+x}fRrE+g0;{#e` z#mv6P6-5X(ZL5r%f8+wBfV%mwUob%#@4z{T@WVA-kvP!5h;F<2EU$g5ar28LC1lrL z9JpByY$^}jAUOxVh^FM1Zwe(obF*>F9^;%a+?QA8$}lIN=G47nIT9E6}kc5|UE3+|_pQ zhSlm)7zfMM_-f^_M$fqUcnXRN2Bw7#!)r zF30u&UGk(8DnF^ZtQB1)`k1C%O>XJ&mNcDd%Msbf6*LVu{}k_N#8Ms;VLZZx0k0@x zr*+&8iRj-MN6NB&S`b1)cKUc%Rsk~Qbm-#MtPH{!q7C?rl9 zoj>IC?B-y#`wo`0yKfVx8SV4(ZjS8`D>)^v=)In&x7F^@w@bBmVF2aMR?MgXD!PoY zJ)HT;UomQWJ^opX0bTBHTIbxJ)$!>TQ{VLP?O9_7{tZm+=7(=jYuAmeyzb`jq)QJP z@4$!YNOx#?I}c~gb;>l?spPwtoDoe59e0h7j=SjpEttF2?k3D6Vs0*;ZLJkt%aO6Q z+zr^X(ifZa4IM+5j+guGM|*FhBTJ)G4| zeVy~3_idUip17WTH0(Vtp0ly(;oAXx;0Vg3RP^$)v^nQVSshTjgJ@i+b7<_?zv!^PYRHN;jFh( z_oSrJ=i8roQso!qv(G#!KqFsliuDV(Wuq@2T5_NHeq$5krBvyTRZG@R4ttvv0Bb;$ zzsA3&TN)b?5wZ!w*5jEgA`7;QMYurZ4O?1dNj`nZlw7VjUSwebSb2ddFx&`2%?F$i4oGq~)H#^#$6bUM?Laz=cy zvd4;pP&^%T=6q@0v(3u3USt!9=5LHWd9sf7q^#T(>`o{l;lF0`AONk7RdUjiLRRM{ zR)YR4mhm#7JWO50SY0shY5HC3_U;VqvT#%!ylE_fz<0}^U5xapZq_nQ19?|Q(G8^6 zPNzSL{%-OedlIoevik`{&sno_(f^(K?=t?hxCXGFSamvdJEkT11if+DR=9RJB11AT zBec2`K|0}Zh}|41Lg6^9%Ecm?_KVzkBPC1Jf?4h!ACMk_Md$o!h7SlqSp zc?y?=aq~kbp0wFl_NgNyUMYG<@Vq8YPE5cei#ejWd6X+to6c&RZ6F~QrwZ$o9FU0% zkRW-r|4mo~6>%u_c}f|j?C(NDI#FcnkW%!-ghZ$dpgT8z6vH9s%Of}B)#rlI;xW`D zRi=@la#y5P14a(f_KKy`!0$K9>e@uP(?GTd(kESlmCA-96hBn4-7}5C1rA-4AAInu zHr{<0pAh84E;c__99Q9gglo#e6>o164(a$g47`sd@Q6f4ZnT>I$GygUuHe#=O>5Uc>5fD^0 z5usGJK3eJI`(F4?Z|zmS)vDj}1223BN{R=FhUHg(W|1DU-;KVBl-dGZq^#V=t-(7@ zFYH$ABd3`+bK9-l>U#n&pzR1p(~N9+%sMVFf;7)+0{STzk^~vQ^xDEj#F#~6)0q}v zPZ?k2XlQAyOuxclhDU7u(P3>%VvQ>`t@Iz%7%(eSA~ToiKADfS$U1@OL@fjhWKz|Q zPVStNT3Ob7o!NZub8uMFDK$J-4>>GTMI!BfN21X6e4o=zK5!}8M&4K5?srklN|O6y zN)SToTw)pbv~`=B22otk$0ziIIP<;kguYMiu%gR{E~;ktI1;h^6i(a!0&Mkt^6MVV zrtOWE4q|U0-O3tLK)aI%c01MDQ@zV!&S{-_DUJ*ypU=0waOJ*~1ISxI<}Fc$lW#Mf z=dCH9_7-4!PR$)s4o)(AZA8&fD_va70EWA+;`Gwkz|~~~S4Z|~kgNRQ3rAJ*feEo7 ziyTHdP%4(Lk~vxuQw998xFu_PK*B_8l}LvjaK6_7lvkU9$o zGhnz+C5JDlI8+O$rp7{0O?A_l52~rYFjN!n4=7Ze=Frp3{2L9$v;sMqQ?ZoW63J`i z%uZ&7&A;2Vgh3a88Zc1|UT!9r@PGt3AP4KBRmJ__6B>}aN^dT7lcA*OrIn#Xzzwo+ zwL1coYOLgNZ{|qCzCXo^25hcf+qo4*;lT=YjwzbuNT1MO@IxTz~l8Q@OV>z z$D0B?-YkK~n*u!E><1oqD!2VoEvpL}bG;9Zxjq+-8Sw|^jNjzR=D{m*m_5N^_5_F7 z>t&kk9w;D|B@?}y>>dydW^I)98|d-`Wt=$}%zT#w+bVOCr`Hv&0el(2N)9&YPh0%u zT7kdp6!^=k#9yXQt((Hyq=(G|{&GvOj@s}gnieSCkx?UgE6%9J>b6kqnIq`UA(7<) zq>nIYERb7H34EOxC;5Y=g6kX<&dD-&0?{F-NCv5i9)P{2lD|(v3lt_wwjX)9DZ$8J z@w9hGU<=Y)fX2c57nznsaTzOZ5-%tD?V`Q`(xin{o#aF<6pfvj+TJZ`)6~{2-I)b* z>$Dq^(;T{Mi)v+}PNQJEZW?!HH56>u7A)AV*@ErR)TCIu*)_?Q+}jG~fP{7uwIK3N zqG?udBbgWF+cjP-nyT7nS~E zjfm&bv=jh4XvvdL-gF6)NU8(q%d}?N#Sens%qkD8V<&B51#_R(;?jUl4%5gCz?2-Y zW6-3R>C4}f=so;$MDGWG+(hp`oS*1@{x|>TEYZ8;Q-AaFL@%^+Rs6a=@k_U!^*d4g zx*~qvS6ckKXNg}=@bde_FXXPor-M1-*AwyURm89R&o6#41@p_@-I%PZ+gj$196hS8)E?pYG{gpmM*+K*TGpPUaz&8n>Qu0I0DDeQPs^? z*;M->sX;0I`<_%Al=ubW8{6abBI#anj=R&5(m(F|jD_*;=FdO)IhFk9)l@a(fG*rj zllioAcRJk1$g)MF#clJZ%_5>a?Sz1Q(V>h<(i<$X?g{k&%q8=U%bzLs#?dV-_qZRFl(+PY!kpC*-4aXhsC9(6s_ws;0F z7qm+emFvln5m5BHJ;|E6qlG*W#t6Lh=rhEM^DcZ*2yDP(*2m9ExaMptuny>TJ% z85iV&Y178EWJ4>?$HeITt17=XHz+!s z8ijc`HOfdbHgL#NI&rORE5Cj%vkmjRFD5mG%|Gn$)0JI_9!-2v*&(|E{BZQtQ;Y}l zz;*D)NG$mPkFx}xz8y>ua1YmXlRs`EsSsOy*9O0k;8U=^sE&S2BaU(-lF^Kpe;gy_ z7>Eoi}H-^4fVf9Rrz&tTioyP-23HD-yNBKehe*YwkY|hf<7<~?`~o1 z8?p6i-3LY|PewKvPSc(c5hh6fy0Gq>#9#`D!F0x0pJUzE&$jLZYu)>%{u1Dr971u3 zF&=bHb4wP%2+ot~Pg>tCPb&1C+P02N)EHp>Ik2me9vi5bimJB@F8-8-=YVrI;6MDCn zj{$7!8Epb&0K(zs_v*oTLzEla%n966Zi7+=30TSU6=24pE;A6BCv5!b+`EmbWu8T8 z91)a8%QMK&l^m%vy+yhh{k&N#FWj>oJ%)KAUSlA3a?=vcAV)xMll=Xgk#n_Nd+W?y zC}(NXK%CHCk7lX~cRV9Mwpg<*36hff-N5XIM22q^tx|IbGHm2>jJW{gHs$N++HFO(#?9_3Ozp`-lh?BgoG+yqEC+HwEmD&IHzxJn+plqM;2&xp?3 zDwEXeuylx%%q&9>mFpQjeCjf-lJ}0DF&hs$m;g5+63e3wqM~9U9>lhSU^$-UQaUsz z5V}<|(cf8waZf6MKrqtEO6p{XD@E9hz8dUOfIs4O^gAUMB9{Qyfn7^>O!jYNrgyIL z{res-FldpstCMebjF<06;i>V%k6NaygC&^KNI%h)rMkMN!gMuO5M7N~o-5Nwb9If_ zR%7QRxq7Q4d)^``f8@AIEXCEgmy}36bFg^kQe4R%;NTaCKXp%-^4oB9QU`maY99br-2}f3~;K&-PaAeh_Y)u&0ihQaP zU&JeVc@}5Z2spF;!E$EREOpb%}N9kPzzF4;pp`YipTBv!{&H&f`Z0=-swlLGJuDXrU|0jt$of&00^ zvRb{BOZF(1?DZDx2LRT$*e124eC;|1sTD-WqtDnHbVTa8>HCiBN}k)RpXC<4dRcB! zk>wU9kCU^2Ij~{!bR!EtWJ04yNEI!(1BgMTHgm-O4G>l^W(q!6-5)vH$K)9h?)0jR!5-H zQUj?Bc)b*Y9j%h@E|X>phQDJ7RD#Y48qz@IJW8COUWv!S`7xh(5BOSG<8=yP6II1e zx~u2Vulj^Oi5{IKLx`WB)ZOHGE?^op$%1pl_9PUUV-YNpXRpTH$AxgqWVJcrZ|AH& z9CEu%bM1BE%&YvUD_uG0vM4~{){5~t=ysFeVG2Va8Ww;i=~+U^xAuYcizKN%u~zRK(Jf%wh6N5%1~s;^@!)?pMUn zcx|oxD6Ey|9(fhl%F+L3*UA&FQzN&}jpT)7bQIaRu(1%g3BJ428F7+L^QKYe z2sMo>e8ULuquz~sR=V!E&)JX#U<4MMB!ExSo)%0qfAu`hM5s%4+Anq{HjYKj=lti= z-I%}u(=2kGyak^Fjh(wCuhNoZ=$o_`O16Vr)TcQU>MGC27kjm@g-u5LCH;?bV;!8_#=cZ#?g*z40YX?TxS4)ZTc0 zQ`>hvnXc!|FA}+h{q6fT&5wH$mhCGaRx8yD*mA!>h5<+NOh5MZ<0_9Vj5_(125M?j zm=dWNp2G>L746YLO{Fz!?sn-UcB`aI8k~uBq;tX#dk~ju)1bFiwxi;j%x&_~fv+D| z+>;?>xr$q{PB;1MH>Nel3iH|DQ-$BP-YuP-SBkR}4IC;Ou+Gj^0HVWWNlSm+w4|ud z*C$jgy^F+g8c221e_aNwzAfC%M+JIk(@{K4bK2a~^+j|Kr>7d-hz-#7s<;XAJGbd3-8t zFY$~aoJL||+MMR2m@&u58W2Y`k^Q8g*wn()t{ZG~-=mR`x7{f=s~u7g8YlS;BL((| z6F&YrLA#R}6Foj7S&$FWFM}AF$=VD>7MU@Dgd#iQaxiZ4S?1BN5a&xLYvx1T(6CY- z4XnzNb!O+@G&IRxn|~bSi>AoewP@;HvEpiwZ?}Tz*EE5R+QvnnO(WCZn>9Y0woLfh zG%k&iAa75%T;*sWLc$-<_je1+SQ}F&GV#CNlGY+0uA3Top+5U>V-0T-PuBCE>{U;8 zWJ~I=7YMbpPIh}IzZI44IG)x7BS4((Lq!QfrB2Pab!ynzhj__62(Bx|leJ0;3RXaz z%X$e|wA$$=2bLHox%+YiOki_OvQnPmMOG=~4#6B*qcE<*4_LXfy##A^xS?I=5J5pa z1Foel=brm4AFXG7v=*jUrp?Rs25)UH5)xVTsw))27Uzj%GuNfC#Ts%_N|V;4 z&;(Gllf=HJx0eOJghM1sbIth4{z35@fl<_i-DGy7IMS}q0?B9u&t#q1qJfEu2w>5E z!!%I~Q8T2gasi+>=Vx@GA$Mo#-P>5@CYYcFA}B@8MH}H~nNGdf5nS%;NscL8tDazz z1|YYUv^Pm~t8pZdLSGC94kX|Dm$ofBsgaM?bM!ihNB~~cm#y(JB{Wa>#*FS*@;HQ}!Jw&f1M4r=V}V;8Q%CwPv&S z{cj?h1IlP{R0@9ZX@Cg}_%t+|4bNtaS!{#vO9TZIA4llz!l$LP*|OPe)Ha8$xoOYx zi&<<&i&9CW*O6t&__$fi1Q-=LzINK2X=XO7 znKPH2xu-qcsq`BAo~DWI7fR&1Z50XLCg7JbX1|YN-jMoJyUA8nsP$p^1y?V5&%CpH z894&I%e0pb?yAo2SUI~M>C%0=zb$ckKF&|gd$RgHoZK;f4_LW$nU=YY_$j_8Yu%Hz z?0-dt_qoHH&s&4jZ&qyGQ2ro-DA3hbmph>@`hnzeJo@+i1Xf<(IL1)k4$y z5zo;!x+~sqRD2h8dE%@cD)5mV;nt*aS)@-vYe9fZ;XvO{g483P>!_O_{4|*0fz|8w z_PVYGI6=u|XhT6vtf%c;!nfrYZONEo>RP9FzUNcNRKDYpV=DhcHD8-Vr;Y%IJD5NA z$T5}t+J!xE3c!3frdwJo_K=voe?B3OeAa=EWL~VH)1Sm07Ud@&>9N)G>_cRoI$OoP8_>WJk zf zx+mn%l4Hbx|86`FBh8M`IHApiNq)dlp561bD$C^^c+-LMS%h0?&aa8-85 z@n>Yp=HTTI;#Tin!#f~u7Hx*8b|e}^PnRbFtDl&L!Mj4KtNB&~MkK!sxhMa&UDhJqo*7vls6(&AesPR+@R-HI96Wy1D%X z;t#2Gmf^uJHpGb0`9Yxn^+idcBqCsY*$(puzwormFV7Eu;b{@S`OYIxtGu1>L2tl^ zo$teeYx3hq>>1BA1e|njx1ZJm3wKv7OYnE5mTA#20`^Kq9HYRYoZ2_$8VTJ$;${R1 z;;|uSU0RI^>py5Oq<4S z8L};7-{2foonC)iNU>-cftcs|VOH1POHEXK7?1=fqW0JFV}EtLw2Nx_ z$?_X&P`5vIyyR^uWYPZPD!(E>vj2Et3L=Ys%yKM25DtN2;}dYfCE%6be_YHgdCi_h zN2%=`(|CB^mvCqK62_*P?*(VWFI6Ck8j z7rir=nxbApIBwVI>JAhiC#OQ3yF&vpzN5G6tT87N*1K#KwAap(p#&*&a4iK$H0hWC z_HqEwiw2l&1iKB8o`rjDrMewpDz0*r7AQDVoH>Llm%4bm>Y=2dGzH?*X1hhwKbuBW z&u89yROJ^Wd)Lg3rlPqF|Z^$kK84bo>Ne9`nRG&{Nj!W6klugtq3QmHR@XOeY?zIf_?KKH~&5A54^ zCywk%);;x`zy1D49{&0VKfLYE9qZIvXk{^UkJTn)Thf)qlTsqkn!I(gu(le>-%i1+?&D2s-8vaFLFkl^ zeM3|f6)PE%{P|xk@$tlKeFH_l0++I+N?k8($>b%GBKsRsC3x9Anqp$*YNJR~?ArSQ z--A5D4JkLocI8w6Fy|*5-Q*+1Olq0KOi8MvlNV69f;lR90lO1Z z&yVZ@aNbOUB$w6tJ{O|m~Nlu6EJ_Hz8)bWVlgNoVb3k1)ZMfi{}GqRt4`({VKeZW%!8UGxh=i}I*1BXUsu8hl~a z4)|QX^?bI~l~P1LKru)U`5D1a*mLgSC;5KJlZBb=#sISOcPU4>CH8$iKh#2!5Zkp3 zns!)|FK6;hhV^#n#Tt%9N1tp-3Tr*z)0V4GR<1tTz@(_;_ueQgb6-5|IHzSwp&bs4X-= zdlFj5+EP0Laze${ubKg8vltOPeJp-cp~T}VaT$BCZ)U2B$a0vq3@kV(m&5;BBvsm$ zx68!Iw~cA9Q*XI7CXfkW{H$O<+4o{HvL$^G?y=+Ly`?7di0Xnw@S#1ATa{j*K&IBC zjIJ1!eC4MLQEgxFXuieg0mU;ca!+K@wN2eb6Z&8qgV|=ba-=N)s|e0{83Hxw0W~gF z1wolxSW_~VN~R~@Z`ZiMw{Y@JJ-?=FRPx+liQdwO-=b4n*r@s1L8zrJcw-8%9~bpf zZq;xx+BA~cAXNo}j4#CmYSOwd`y~<(BaKczxGqB#kDoOPRF9xrLQ$}oDF`v9SjUvK z%1TEMDq7Pg%vrHwuQNG+&HGan%=qsEd{#s@XyE%wnOnB z9HRRu0A*O2({tjz7DwfY|KRv52pFnw*T6)a9iGm@afaziNHfiNVh_?KAc6<#ekDiT zxBi10ne`BLZLSgugOIX>=onFsH_4wp0G+b2H^v(w#y-$SJxpOdh6sJxyN7&HL%Dls z?;hs+TU{~P!u&uRMMv;}o^0ccN7~{-hOq7E1MMu395P;%?7doGmk-ywCd8|eAM=Zw zeyWAGJ9>XBt>N?-ryOV%#Nhx*U?l-TwF|?NVD%wPNi7MvCS**A*B4iY!1u~l$bHK@ za@&haRQF&VfLas!Ne2LmWEcz~Y;VS}VCWQkbXaxML74i(MWl6Kdu|cH`Tv(u&d1t? za&|lVp>|O)@KC!e>D2q%QdVk91|E~+_&uaWP&gJ9S;X*y37W41yMGV@gf#~H+Nd3n zTdqLX-Iz#XapcD` zR|1H2$Crqt%H-~AY;yOLEy?bN09nJ2`=DJX^wE}dgLJN|y2;(k$mYs|buG|aQiO%& zG#K`dYT-!kFu8mn6s+Zk+5lT-2lln42cN>BFJ3&MccBZHSrxUX#!l=+fA+Wec~1>I zvn}amW|tHCqtGAKyEDme-I5oT-Tv>RVc8kft(!qfUBYezvoV_dqmEjkojR2~{boC5 zk)5&uncDIu5kz>4{**)Qw28luw$ow!J=jhc%VJDhlDL1gJ)xhsjicPGa$gF53+Lpd z{e6NlDG)}zW5BgM;HNBoc?55Ea`YmAP)ArUhuXcpo15>9?BePjLpJ5X_G))eB%k-S zSG(K!h{xM0>tl|!(+lwT$##07bUnRDuQh`meX^DrK@sOv9<*fI@<`v)6MPX*aG-Yf z6U^2Ye1iS8-V$^=zFNe2M9rv@8 zH|f7hb@Va6Fbod+U9n13M<4N1b@s^a@=F2aD$X>a4GpiiFJoId8HiM!S`7~h~*@%eT-hQH6X5t|1Pq*ak4EmtcC)+Qk& zfh!Bo-X*1jFk1$5F(XFk=JZl?v3xRP-L!+V>Ew1&r)aO@$59nRde^+J1k^Bkv$?bj zNm#istz76=E*vi}OP3qhEW(xmnA=#b4!#b_-uS*+A#by#6MCO~dp_)DqZ9hUS|NZZ z^lS}fyo~gS7#5*r zRLOc_-HY)5qAQC#cdAEEOyIRIJ{;wTu+V7OfJHr7uw+6XhkChSLLbB53n%oG_<+(P)(kh)hhr2XKvcIx;2mvcju?+~R3X|x^1YiMi&+#o zFlnrBDKf2GZ_T~r?zeR^sefa1x0kn8jzdkF5<@gg`9L>vM5Z& zqDcEJ3U3sf?jwjP!=ms@iy~ve64{XONi2$s#gXFAV^R1Oi^8KtF^*&X76mVT%wY*+ zzeVvnYf+5!Srkk9EP$#}G2SyOE`d>zT2tb6$V*#fjC>{b4Y4-nm=;TVrb=lZRPK9G z<-T6;z9uX0YJ$z_rLa+$Ej{V2z3v76=bJC2Z^)%l{FXrfYqQK;+_P8$=~idX6&Qf+ zNxIx!YdV53yS$q%#i__2eWQ7Ud4qZ5|B;Q3rf)Dyjblbf0S_ynMn2QzsAU(MF>@&h ztN`@(hBvu$w0s0DAI;VBn1jedPdg?OO&$T>>A97uvP^k-+WwWR2hbK*Y^42&u1EyW-`uIm(*XuB9zcgJRzQ_PJ`UbGk z)8@y{OPe>s7uVu*JqT(2mDTBKLvkbw)CRyz8kOwZ$c$$bC7)R$am1BsTmr8=&VrUk z4~PcerOk1qdpT105(zgL_#h%U**wEiqq-ExprPch*DB$pW4V*O)#R$M{?qN8D$j^e()p z=i<1;xHLg3E{>7;TpVM4E{JCOW{!RgOqbDJsUS9Yk%3t`F%T0CN!R!0?D)s^M|&0j&28V7+H}eC51+D)qS$lEwnQmG)~9k{@-4M6)zH zn%3xO(&%V@zak_}F*KUzijepV86DYtM#se!qXWf8-o~uivnHxJ7foxn^cx+)Sq_Qj zc}GaR7mtuM`y(XHUW7y~6e00mG(r;0A0bh5A|wtX=>zYcGq>Pam z$6R4LhOv_6uF6*ZOeHjOg;|CF|F5Iz6$^$*u2}s&gh{OOF2f{kda+rn*LN5K=1LSQ2lNuMjBOu`&G zPgg=O33CBALd;#>tCN~>er|*>{V2K-qGA^u_3eUNbiXg|?Ty9#{v&R4G+%}r;T!|# z^$no6PzI*kvpK$cUR57%;a?b<6X2Lz{qX~zfmu|1#Ma)pz&_Z8rM+>{51GBun%CZF z{lHdynD3Xpkyh-D?EJhB7tiN?7(d(lP@muXP`B}s`MnQkSA1MDf5pdw-iO!qOpdXN z$zd+(rpwGwk*>*2{-yJHA4bmYeJ~4nA1?0mK7c56QR#h9J*UH>(&=z%#Ud%34$F&E zt*>Ee;cHmh%|_{KSZ+p3U&GC3`x^e$9ACo{v&?iB_BG63c+o2T3`w7#VXV;k{NJlw zcoAEje}UEc7xwA=&!469FZ$sxy=WGt7tOxXi#E5(!xhhW?Z-gp2QO9UpL+mx-vH{K zYX8Q0xfApcf;-`huelRmb0@s!PWX{_C#aX@Owi|WCV0$ah>Ky1Z6znX3~{xRv(J+d zz>`3!?Ud!5LDiFhTt|;=Akl+${vJ?nl%V4tiYT&&b zb;NR6!SCRI#jjz0z_lM{Jp198SKtSR`B6u19_F*dJ#3v*-+e-`b?zK=Tig6QoS&Cc zkox#M04)?YE#Fbv^;DQAc>u^}JsAse%435vPl;fwM)D2hlfa^e|3%@2N-P`Yc4xI4 zU@3~Vhpc%yBp*zjcd(7a^y+0fLX<)yj zK{NQTy|o}8cu$s?gjWpml`(_%NIGB!(%xwg?12L zR+%tWEV>339jU7$!FdZX$yi)RvHalOPuZd)z+eF*fL@TX$wCFWLm*GMl`{f{&dN? zg8aiQHh%I4gTRtp?yBU_rGoY8CfTsXX}5pnT__36OIj9BG8xI4?MgypNU&4;&V?Ys zC9$@alj=EXj~gaRw%2-+qEVF;oMTJd6{K2FmVALR>zH~eHw*zG@&4u`-PFBU<%gB! zbT>K!beX)5S_r)yzKtPE&cs=p2&8dA>70^ER?%uD`ICd!)LZV3NL5=P6y2^cyBolY zl9cE=`NQQRw*-Kx2M{c<7inQH(!yTkBJmVw+#oaRQ+}+XL`z6rHPjU@dSG>GfF}dS z%&sJ0DlX%?<0{2bQ|r=9#cyiPZ((n3`&iptUUqHs^H_fD_+Qzz?Q=oM+9uNv*S1ey z4S}$8Wr;@uww93ia)GV}U@$tXtAc1(6Skh9D+Fx)Jx&ArlL-WQlu*@;=^II`0MJ=^ zWk4t8_893SVcCp`wof8lr2&(HnEY40b$YNR07`TH?)GhY|ml22= z@*^L7N(`*>(0})wI-vMxol>5k(pf!MKgC(C10&W2)89ME84VWhl2hPq1?r&7*~(=N zW_ol&-{%N!+a5T zZ9=6W*Y3EhdaZB@7+byT72ei zN59hm^jMk)eE=wWwnC?2pCUY!7LBMnAfCu|g@uRyi)NK+BhI1aD$h%N-kyNC-Z&)p zJvAwt;bVZuTqS^=;Nf1akAr6PSuIp!U0JN$NX$C2vL3waX_fy(e)KNO?C?>`SbSKP zQ^kyiAz~&8D7bAxo8B)gK+K~myhJN-v}62ykF!~9iTtkZk19(Al<$7;*HqrgA9?TB z3W#?@Ohf41qukxW4+iVoU#Z?oDqaqu5UF|g99deGZwDRdA`&;b!uqmv`=e?qR?Ft@ z3UUy7Y)6mCKl%IWMmU06bw|6NU#nBFL|xgGC0+4pA5vY}iAG)04(6S%gkhtub-_lM zE%8T=bVHJ@mBQ2G)EyweqXTB6=P${?(p5bnTCE>-@}o*zo52cZBV&1Oa$8A))r8d7#?ysh~y5P7M3US7{RX)@%*iuL0l9~8^P-(?XP_D zrYSF}Jq@2Z!_S#st`#PyH~}tLi@3TP6qIQbx~j?IAu3pGz`-C1J)5=d2s9%Vs_@S} z?Fvc4v67?ml+zVopSCo%$$(f$&pTjl!KYIWaYgA?=3bZ!x9qM<%zttq7Ra^SX*_7v z4ha$uQ$)@>-Q@pWhBh}99xeV3#|6E91=6pmuU}gHM5i3Qol`;_oOQZnc-niZNU--&E$nlIrGyaG zS1B9bm~~dG?|{JEU9L_!tCd5DX9F5zynCw^y&tN4WXKx@Ql#k2NU1O-_j%WL(t330 zONr*WsGJ@2>KF(w!(Z|oN)~LAO3KqQJI2Xsu`GvrM5o?dqEq3gPV2ct4gdP`OmE3fb4_u8cI_@+kwrX80lCjLE3i3B(6k@K>!*fUGS?*J)cfA#S(U9A; zC{+rqY*;%!*-Zm*7MZ4XGnOp`rVhMinzi9(VK17pJC5XkE}wfY?ik3;#L_7E&a8jY zK8Lj>#xlR8H;u&1NI>!73%#i?^rj@zu9NJVyj-Mz11W-4PQFM7pC^D9WDeUYw+iqY zRDxz}r>Q#oLuSEh7dXAzZX|>y)kwFkN1VK;tK`+~r#<~hQx9zO?hs|u99O1UQ8qq# zu%K)f7s{r$!4|6HG1-}iB)b{wS_8(wyNDO{M$Z~E*v(+~l)Ja(_04d4fXFO&ZZq&3 z>uvneLTiKL%+K30mO!m?HpYIw&G@;yHLw5s+?oDAZ_6F-c;Rjfw%`@=b8o{aFuTE& zD%}tA#Q4d#7Go~2lYPnBtd7M7+KbeO;o&XU*Qdj#mN&YY&p6r(j`5!l$)q#9&g{IF z+xX$VSxa{EHQCA6xszWvBW?(y*#vMdV;i5gLC8x=hoCEZSYhg>E^)TF+;H;h})7I*;(}MG*{-}S|nMHU9hGBJ8TS*(Rx`xf-!s-Hb8!awRX3{tQ zycSo378mvvrqMM^#Nw)B4t@AKIH!0;d8kyjrSav>Ykc8SJeJBM(7sYhmX<%ZVOnhN zJQ3T>lHTxa`&;!a^0)?FgxpoZ3RyH4(q~c_VvEcWP8_m>;?WR$&Xw(3VttFn9xcdd zz$Emo^P@rJQyC}u$3>H|MtqwZ9n%gXG1qwAoY?p6Ei2WZ{?pHko_40mYnW_+&b=+w zm^WMt%Rc||KYd5#S}skx@bXP3N9&*f(hIiyl{qc9H`^z+HNe|?pI!JyCFk4@EeAYB~C(uc(=M~ zS0o@Mmu}`Izc47)%^IjnmHgRTK_tX<@H{M`i0Yz9h$9?;90DeE71Za65Vp zB4_+`4ecv>o&OUtp+>MNmF5v^fR^0arILglf-lLpC-C`(%n{~w1^PP2DBg|~n!H6< zLdk25)1@`5jJm>6Ao5blH-oDkbXj+WE2%H!B^!nW@$!%6!t>_~yR%9Ty+Jmu0$P;XbBila^8TMRzMw!@3{&upBu`vt zeDLUGh@Ji(96YPKHgqxGP5$o9#z`Ju$K}3K%{aNcg=U!Lyq23Cdp%$2#NGrOoRs0G zB$W_j^6Nhfe})kCk{=>6I=SaUOOYHop-8u|h~D%bqQ^-RwY1Vsm_KsY6Dl9ikKOe| z0nFFYyPaJ9RIKo}IF+7dwOr*hcR!($zjzZ~R#@38pOpg=%STwx)G(n=M_&owpj{Cp zWrn(&6c)8?Hu!wq62Vsg1U*++6_`` zr%iYg6|<^TNo{t6G~}*19qLVtmdec8ZtCP)tBtCVWW)6l$Xo@zk&0x3gS1ZGDjeh! z)n$$)0-1dJGW>ma#$#JEjSz}w^fapDnbCveo4YdPZ#SOA1-(u+$0CdAtN_7^wqZ|k z&RQRAolL8+G^jXkn3O@dS;U&t(VKWLn+D;4_NrKM`<;SmdhK+vVDKn4Ty`DX%}?G{ zuAa!$z}?orde-#DL71WJ>bs z%Vh8#bh0-7?sKyG2JWkh#de?5mC4``K>K>r^DVjoJkmh_qMMdQhZ2LfU3MEJHK3#4 z4G)0>qCTuUe!RW6?qG!krjaMT*=Y2<{dhw(NRlMYU_bq^BzYcZQ1m1$e4~=zUMHHJ zf3LBBk0|@$6hAQKNJy(lDf}eRN{_uog&%rJ)&yWz*DPoqJf6;P9q6ic0D`Jh=dup; zIjn=rFh-YYb}FfAY$C8r+xaY52kdwuD=?CETsu6K@EL{U|D8aIgZQHhO+qP}nwsV6U+t!V3+qUiey!U?9ZtbYMr+YC|TQlcq z@1Is0OK*N;(%uDINM~oxq_w@UYVZFZq#H=3$Bm@dzEf$h=5?gkPuT`pvY1IC9<94p ziZO=9g0&2K-50_7W^7&IEX%6H!i@9bunXEW;w-N|q^#j-{rQ!c25AcK5KeoH{xQw$ z$-?RzJPs!H`nl~&D;2cCoXHY8St9$=UJ&VeYC9BwZ-gXE#_!ld5Cho})wqkY3ObtF4<}l|{)6BJs=5+(|tS36#y)Qe@bZ zlHcW9`fBZxem@l{glsFX?E6liW;`S!$Knpdp-x~Kdt0AnzDTI4RG}<#`?c#EVRE9eID{zi*)q$eG)ADU@5?pmlxLYV2bne7Y8@HVY~L#@#O=b}2X%9!6K z{Oub&N9oPtdlgt-vc>+J1g?`Y_szl4;CVp4{B!u zP`_=Raic1gb9E!s$Iku^UO+}W%OP6`$O=ayjJ^vxE8?eG^b>r2R68VjRK zDfVzWt?61Sa?;@1HQ7JC*~k`%0Kr4kTKd}Nt|ecLAGfh}SaXd6^a<_MBW0&ly6QA% z`U$K|htfsp406{hkjz>vPcHpW;!}O_srLkpA>a6o-NzWloo?Zj#r;h~{VJ_i(@TKP z@D=e$nuCbu1WkLQM4EJok?yko@@~Ozgl*?TL6I zV`(;!0*=K~W%h1qk5khDlhXpOZeSIS$f{=MV?K?<2pEFPOoi-2;~*tVQ(DxiQK^=w z3IE6{x zur#NiYevu+Ete%FV@?dA)kHs=n+uy#PLm3~K5nXZl$(m)DeXz)mJwWni8=PdP6#I? z!&#gnFaRM~F>-kAlPu~LtZSjm9FtEej&`#2VwgLuXGm%wE($6gw+S#@ zW?B}`>qH3z3o*qUEC0e6=(AwPi=Z2PTVEX1TR_Isu(2}7IO1uP zr)V}Q;VwLj7g^@K4k|B?JIUBm;SJ-*94j0hDkg+*bG#)VjV0eD=xH~_gbQDII(Hn= z;$b@v7u_i@4ckYBuUc(qN2QAiKZjAIwX}**3yV@upPt^9Z9binQ@QJ!0A(Y|4-wB5 z)Uk9~nPF@*yBHN`zSaJ4>wzf;SCj6$XtKyGVx5gLZHJTZmlB>`P2ZoX+`N=~NV0fz zzfk5vOP4!Eiw;@Lct=0o88M^`t@4on075oulN}f;M33h4-yhB*K39R2=*e30JCU>chxOc%#C;vP)ym zWT&Q{?h?wM45T`mg=3D>ixvmPJWgIsFYERxk#`m`{(AJerRBK z?)i}n=_2|caX^fun9WtmYAsBJKJG4Uay>qp(J#~SCJZp>@{FqAKD*5Z4ZUzM0R8^L ztD32~2P?F-F=BNr4T`1)dI+JpaaErn0Tj^~fKzg)S{R||CJicO2Ap)sI;dC%M)`96 z>PReIAV_+@h2A=Ou*hL3Z{mqeE0DVPEBsy9?PrZ;tqPU1Op_8Qwh_U*2(_xQ@nt5N zTOoP|f>ENePPj?T{Lm|M(Zr!*Fes`TL9-x}qa357V0oQSzzNN;nNh?r<5Q~gIdy4i zZC;9@mkMg?LTwp`a2A6w+&04wO*bXjR-pWs;?1dmlc}h-ZhBZjVOh9cUfjN|J(|4~ z0PfKEOS2H2iEGMmRGF~2Vl?b1<`XBEm2!EZU2j^M-g#M8yM?`;fcO-%XF+X{lD;RF zX{T&*RD;#NDD>3+lcQPK?J=NNFAcNsU?8NhN6jzw(4I(T?V?U7D~RV(0FFLd=CDa; z2(_3CT+y}C2lt~oFcMkDgL6~R3hYI5r&7wyXav??DEsh0Cy{+kd^n;1+8>JQ22Mp* zV&Z7=sO7MtY7bu?km{8`F&jKYN(+V)IaNrU1BSwC3H1F~oGYx!PEtn&KARLx(gRX&8~`?|1WDXw64wTT zV_kIs0f#l{6UhEaHURcEQ#8!LkH!kV9Of5czz?Tky&OUcYz%$>xO}Plbp$wY4U8x$ zas$ksO=#pD({h}kc#oVPd32QGR4(@&Om|%lL*Me_*ND6{xk8iX42Pn&MX0f~OGS(0 z9EkW~>L)35al4jH+~gtWWa6c4ePzT=wAtL)2kj(;f9C~wY__x$59g!ZQ;ELX(b&kI zKD*6uS;fk&4VLKf!hJUy)U3`Tz_YlKaVcV+YPm&drzu(hDndlx-2A=!zihp<-!ruD zh|{N%KaPptVDmkKdZkM5?9=M+>Lx!0?fw2Fm&nhkZ#=nmBQtZRhN{!>w0c!&+L4WA zDG$+u5Oy+qZ!>8R(dh8BV#37{rH8r_9q>`K`ia*l6VOm@-g*_4R0zCm5O81Kaf z_I=YQ#wspio7d?3DE$xPHx4zQa3`ZTQ6jDPSxoIj9h8Y{8VacbC=0K9wAwG!e+Xs|Uh+u8UzYnh(rs`t>1Ph^}#>3QL^2e8kwpK?vD9bO$MONW@ikeh= zK{hOxkFGmQt^-nAhWD^baz7R%vGIi$+2-aJ*>>RwV;gqoG~psydK+3=lk1?-;dzUbeAN~6C;%8)8Evv;nfYI_mnLgaJiU%SPzVLyttqA-OD0{1c4m&(4m8A|2-=TclqaGXva?!NZ0gD< z@V=+?D%+#3_h+U_O=A;C5$NFGYA%MI&;Tue_3l5J`rLjgGaFyn6x?)-$e-UC+?%whYTFdI?nD=+6Q%@ja(QZe@u4{lL z_Qn7pqwJ4C{I1cDwMAioC&fVM3rJ#!41z@)46uXRvow&B+ zG$45uX^6u4BpP!(*qG8-uSU2=-k=p6f(X==v=k2zBixV@f}aii3${Le>S`83f2BP) z#umyiwmD)_kwS^hoE7(tK^qrrI*?!w(N;M&X`m;DtUKxWa@9R!{f(6CU#2 zqrBJ~{jCu-@A*lRBpI*aGGu8clkgcai6)Pn$!n`6zEaS?oT@L>Vqp*vWNhB<%Cx90xrKP<2oSce ze|o4x&4-xB`;G*cO&q=w*f0}{Ak**+@G7lz_{(wXi1ywM0Ry}$+x%GC{aD)ke)Dr6 z{($dxPsehIkSp>kC-0GH2k((QEAk{d{CTbf+2|^w*A5oM311Z1EfVU@H3SnhyAir} z1t_C_!&P8w@*-Scr9#+=m*Q)T^3R2rtGWV2wTMzDsu7_8mkLuj-Nhsyihri_J$aXa zJBLdCJcKA|s}^jG&%uQw4lL`!(lp>W}cofK#Zqy&p;+5$snjpir3^nLD6QXRG0R8RaI zj86K*xOCdj(FID%1*2&wdDjqQ>d>k?^-R@j}P}Ws^_p0N5|n#x2>+jk$ZbW)Hi4${~BzY)sPv&kG>jhM?Ea? z%IqfBpUX)2iCFfK?@-o=c+wEur8`I$dSp@<&~XDd7Nw zXqCPniV4iDz?*IdWR}Nx3*~7>V4Ey>av{pif9DolcPZJ8nJ?=V8stjRFs?_TBN#O( zaH%%)jU3gYvp?T$qXgb+kgkLXM!Mu+ZpKFq=pFiYqkklnvTvbL|3ULh(K<}~@Qa%K z@}`H<@&W@<7)%|MR<>|<4bgZ>HXm=>9NslYA+`}1`%kt4Dlx&5nNb!)pbZ?m8?U{7 zWo+h)$QcrFuHU6{R11B8Q%g@3FhvniBzgKXO^#O2YB z^O+a1HPU2NJSRh8qqt#C53;@V#W%g}UgD9Bf-;o$m{1Sj9EdXw9(_M#P*&y}e5$2A zgn`EW)^`V#_~Jv4FrgbQ#x2tN7~fx%yUA9OJJVf$Kkh&%2zu}{w977w|c2C0zP-xL zb}~GgTqx9%4QOQ@zp&Du#(WKi=@8LElVhFRRg;+#SEXr`9$Ik@z<}Ix_`bG!i^HC- zG%%RBo+6e~UBt^@n1KCi${QQN>a>U?L>mGSA#Vp?s)Vqn^(bctEP*GI6FyDB2iH^pr?m8VUra_TawJNqv| zplfA!503hFfh+OLO}`kt!K6#zgX=1Ufm}fs)is|f>flDH%)6MMk0Kx{1nfLUtE>d* zO}2Yxbs;vOfL1b%&o@sfM^NiIyiH4RxQ~`r9(?|-9QO%gHKy|ClV8GVnF`Trk5@xHI_J5E2m{&&|qo6Z~C8M~?sssq0}^^Znpeg|KLTXWC3b%I1mUYa)s zoWq-cFc75tq^+b@!91_Kcum9{G`@J7Uw*OHwdBcWd(CzjcC({DUISiS;CVRp&c0cj zrRFeh$<F0;B&s08D8lye z?F(T8+jJ(lX%~)(6=(vt(ZnIO7wCh_BuaR#19`@vm~kC5ypay-aX(H%Y*MlT##!2X z*85h~;Wbj&2}YgpG(zqac+)|{6{>Ce#q zEt^iuL-gll5Vvp`bpaKzyg~DUpSnm+fw?|pxW-Uhrec9OXhD86P|@?<R z3w>ggXE6njd)4G0E^C*itGn}Tm^&M$>07AuL=iiKWz+FlB@=%(oF3VLc#RsmD6XW^ zl>8To(x@pM1~rz_pm8BY{a(O@855=h0u|E{v|v@hp-=Q>sQ}DC7AWJCV$eV|<<6wt zQ1KsBVmFY5ff_x(&!3cx3T`UUA+aS}@rjl~E#7*Qq?+ZsNSNgZhM#1t6-8z{>rn9l@APMJ%5Z}Rv zo2@mMEg_zEle;+GvADN8k%~0R$Y`x19s5 z8aKoU;pQYbQ`O@;yuj3RjLIxhw&P7rqNjGj*!wWHQI3-tY`4s`4Sj3248(DdB};3= zw3olsYT&!P}~r0s)V>ZI_{B7lf3*smy-Hu(7p?ec}|P%{8<#Fvbv5!Fo66A zthsPhzlerQ64&)M$(1r8KL$PWLmM}54a_TcWReObH(#zBN}h9u(=^0nBig z+Dm>D1V}MV{-M3Gm|0;b-Q-W;on#&%-)A|0ll>c z^cEPqCgJHU=H-@&gAd@LsOR^jy=J@K$0z~9c^rurs3VRzaH0@vveKFUtA9U=cf*Fskp%?1SS7Es!?={BA@u!mgIfKx?}b${32-Mb zdNh0yDNxo$g3sG?R9he^V~izEltP@c2=)Ak`KGQHIu&F4t5VyU z{gOtgLNbqqVrg3cbYO2-h%tr#6V(0e!n-X^S};}NCcZl;+--SzwM@Ozp}GO74uTnq zW~Fb*7N?D9d!v_^t?_ju!Ml%cOJkKO8WpZ+({b(bRu6K-hXCgxl0jq>N|q@FvtRd0jiVXO}wQc+n+eZsy|x+r`#;lcHyi6k|3KA~?B< zwQPLiQb`%P+Qgt|2a=HwoFf$P#-tZ^o!Boe^}_JIcT??p&iri3wp}nrAG~s|RVJF#zk&*>Q!~%o1g9@YEEim2-Y+)3QX-l>Bw> zjx`=rij6uZg1)*;s=jGUz2b)BNq)f#V!egjAMgQl0jCE9Dwl+vV+t zow|yG7l}JfNW-vU^R^0YISJq>2?LkMW`e;i{8p5b1?nan43vOrjI_uf)Q+MSML$bB z!aTaw;eY)eu(oj^{6uVRja?x+Wvovr>QG^hvC7Y^&ziR|F6)*m$5X>Vznw4Yjlv7T1f5t^I>~ z05mW%svdC3kci9o<`D|2d~NYWi~BB{d(vuh%Fg_#&GV>jecD>}z45IP8zEmPl%#nR z&WRgQr|?Zq|ALg*%m~sqMC3LHmKjVYX@$O+pp{97Tl*@)%y*R7-N5-{Uj+WU$=7CT zt}Xysl(+-*ePG)`p=roGZhN@2!~m+(F`x9B!QU>8Sb73KpnROVj`_A9=VNz3kWc+E z_nlGcRP^oqR18~C=n=M<>-a1${pXG=tNKJnm&v~AGGggE#s9NM1|WIZ`3q4ei9;>q zU;2&@?ZGFo^j_5br0yCB zbm2TidrEs27xnt`ER|DvBN4L2W(F}lctLCu!jzqJzB>-8ag6`_kf_^h?ORF2w$nh*0((WBs&4>s;2}426}^&@@12{ z+|eE?Q~RTkRf1upW6m!BC=nH=PD}cYYewmQ#l}2B{Vw;>WFGcwkp>95FOso1jpJj6 z+@nS8!!1W;V^4g_w()1q8U$n7Wd>>ja-9$CO-8e7!6%qQ`*!aYa=9M?m6C{Uj#L#- z_?WRB3N!Ijq#lDi@E+fISnb7_Qr>1PcUh`-x5c$Z-P(nB%>^o=Cl`g@@0`~`!UYUh zhpRVDDK71c=ovlJdE?V^L4WiUR9mmCW&HP(Hq>8x0qiJ;T5lbaPIu$pMTTTD(JIiX zd;jQ)kYTo_9ilz9+8^MkCe_C`m;En4!a*Gve?5O{9GdX?p!TAksjeZ6%?sCktEuwU z{;S3uAadLds(P3y6(}{+|FoHHPi0M*SKXHxYReEH}7u9v6DSYZ4gPo7n zYx0&^&7Ekf2?YQY6Z8C{Mu!mVI)!=hOVp$2QGaT~V0=S5g zo%bhD&uD6hsJ5wp&yCRT1N?%oOYXi&0ohVyQXhD67@FNFUJt;;DWt3(v-Q1lp+@sC zi3uP;|8-cZcQ`cL^Q|p9$YqY#xv4f6+t*OgWGLm_%h_@qIgr;VOk2dL$7@JE zlw0)39lJ&~Uf&K<#%IFV_&c7lFFup0@6JZWIW&t&jQzm^mHS7$4=@>A6_6cTEZU}!z#rt?huY&&>LC-ha;>_LE!{+hzoi&2 z=|c|SH*aDIKWp-P&yuWkBMq|?L52iFNF51V7k#guu*$stBfO&C6;MLet{}Y@-9MnB zt6^i5e^k`}ExUbgsgymvLKCab3erHp7qgv4WNG7A6#S6|=N=1{{vb*yc_a|tsyc+3 zfd8exT2$bxlc$$}HDCJV6)r#1jV?v&Xv$fSL|hvMXF~P|1upON zJn!l|H&AKv)@D81Hg!GPcDB4zd(IQ}=gEz-7u#C-{RgU2)WA-Kzdxsk2a#0@Yv_=% zW<0P~U^>7)ec28h#)$anORN5T`$O5!j;?p`vfk1^WuF7M>h-v6CxmMCHjF{{gZu++ z!_j!s;_GeOR;^5dJ+diCS^J3i6MFga#JEf8PzFpvmTN7vO z9BY1X;SlhB2DjE&CxS$Ysk?z&eY$MOs(XPM}%c2KNIpb|7M)1ocz{&r#G=zE&p#UYyQwIi8vv6cApA>VR!u~Bz!1~LY#J_e&o832mGN#Y$HvIM9uV)Hab zbHK}f&}uV$y`de@v`~?I9RW(yFty?$ZgC2Hk)wT9Q;?p2#Z7+Y; zd(MV$5X1^!IO4^r)?m@Tsaw;m*^b#?qI`EX zrI-XG8q>kKL4uNUVgd9yl2HAQP61$+lHU6u(pkX`F;7FPkARg+y%lO$RwOth9m3DN zWZtA3c?V^P)w4c+oCA*YN~r`NsK8#7he4FSa!nhHCgD7W;e-U$7}2(pdMu${A95N z9>gXCmRuJ|Kq}T@kA3&r=Jk5bp+G3Puy`GB3vo@IQSr1M;|3aXJ)HAt)3?g(qEw}| zzlA<03?MA2o5OT{kO7|PJC%7bk0>B2vqHc(|%@bR{Z5D-Ma2ICyyYIjae z@r=R_boE8s03IVZl`W#+oTj4C6MTvE5bV8z5$(_0aM(SW8XPuZ-|*;qV^f@IG?y!jV`+m6};?CE8{t zM6uSAgz-p>+M)YPL+iwse{9wzuD9CKX6n#u`CN6zT%wauy~Uw5(tAa|^K6jNW81OV z6TrTWwUMJDICJIe{f1qE7(J51D9tD|d{z|orLp@VT(6%O0-~{?+ zzJd(^amW3*FHeo|D2|5=UFD5U1x*=Fa@~WNa~aG7TAPg`*D;X4$vk+461j;CS9Cr0 z?v2~w8)D*>&nT`g7!Q4R7h?d6=g@(oD$rxV1;UmCB|*B=-)|$#jtYSfiy(j-jvAqn z(sB8%OF&j`SJy(tqFb8?kd@pnM(}k|ekZ(CzWZTt0eL1rfnVsSK+@?OWNjz5M;@eZ zjufGdLhG%zRRNICK<8Ah=RqXlXWXSvVjaVNsc1e)HO2=EZ9)yYrt{Og$axL=5+iX@ zl!qQ^VDy4xZo*!l__j|Rf}ICJEx99Ho_T-Qs_&0|QfCd)CxOnf-Lo#u5|juGqab?6 zm(x_s-TR+UHv-gjN$K@Ryo}-vW_s_5>K5Mxc|tqgKXt^G1}Pr8hEk)ssH3^56*Mzd zWBldg1;}WaaJNzLoeKx3{N>b$599cYN$3Pe6!fRKn_>PnQ#+4P*a`y_lQTAH0afKh zlRpP&*d24-%0V!?q!a4j&(sZCNEi1%O`>@174J>u?~l$)rP#NTfs?^9KxPdT#xkS5 zM@ckfx0e6}@-sVKpqp|rG6tT{-TmSuADNVQ-se6)Xj+%@H4pj2C*NBzRwSGf_lABa zt}rlk4^$3A@BiRz?hyM<UwCAnCIi!)3o>kzm=s}I8%fuI)0vRgL ztG6%`)8%^|qzC~Jcv!HYXYltFA)>H;lJx3%c_Lr0< zD*cN`d&dD@L(d?c3Q0Xyj+!lmlDR4(4fdgmLU&IS2Vm?Fd z{`?I#jsWxB#ywRqPr*)ZD=wCKey_s6g07dL5>Q$t0l5txqyd)5O`sh~RGC&c zuFwyuag0Ui1z{;l?+`W(N+dSDa#*u+g&LzaC@ky}Tss{I@APDVy^ zzvJ^&E1#F4!8=SSwrWy-=BN^+uVEhSdX*giNKGkdqP_ww=N>O>T;G0;A$MRAuux3h zRL#^McZq;DLdt%8aWSPl5^x(bc>ckAeaix&Bu>UQ$)EZeiGVT!c|9oDV(pZ!H-#uq zXVND{S|_-bgpIUQbmO&!2&j{ki@cMxVwcty81%*GO7ElJU>%siGrJBb<-U|Ce+)xLE#{Sr zETk4^R?#`WBk}`^6U8DdeO6oI==^2n2i=mv63y|NOABI}evlUlot za@NyelzP0p5Buph8q-z}LGM`Yc{7<}H`fHFr-_((t$XJm)viDIO83tfNAw28&*((m zMrZeg@s+D?j&tqRy}&=&pxN4C5|t?nJyeho!|{PCrz|-lE4%*6ph$BE=y}WU1{cuNlJNX7G7=y?AU#6$hHidRr zkaUA&8<^~Qj&9`|fJ~eOfN1%I@@5i6?B#Obb3dlZSE5YSb^vAa+aBli4y|;CabkyT zuP0>I2w5V=Wg(GW#NeAv;2>h8#%5J_SibE%Ze5?6)c$1kxM5N7^;j!X`7MItWAS^g z1?z2{5J!X1pyI{@GAcL&mae?CdK@F!oftiO8%NjA9d_A(pnt1&H1|G~JM#JoX0--9 zl4n!VRzVigG{h&1I`rf;8BqGz!c}S0h-u*hnX8a>OgaA9Jx&O{X^f5#{b0b=ynW>V zHCGeifh7t(=S<5a_dbZj_e=?A4<D)=pV&H(!h~(a%)8BwM01r|F=qv4t`rTgYM7eH2LWv)luQKpJ$e z%8(3%jG7m1-vrnzv~dLS#>J_<1F#L#$;fk|OOIZQZ2sOHRJ=-tUW@jyO6EweONzb{ zd1h0MleauNq-vy=^$U0|)y_dl)_SyW+RRqRsh``6>pcN12&$(9T#6^ZCvJv+3x;V) z?_SkGV0$2^f?kBXS$-}=gg&i;uGC(4lXf5U*v_q>=P~14xxl}%G)6Bn)5&p$Z{Yae zq&A1A%3P;rHyXOVrCRLnUcpe~Nq192fWFdOqzy<7yA5-IbwBBe6PCEzX+zK7q{8un zaX{@csPhIeR$(L|SN`&==)C^YH z@Nm4}V6l7>!)_2&5z3gYDcZ@kE+Slgg=(c0=gg_Dw%Xsd;At}!J$*3v_fVbz-g~j{ zavczj0LK8(#(p&ZLx~ZDet)F7G8jD?-@W2^L|6CafX>2c1&DBm=e+Ba`?<4wqXC>s zTlX10kw8k$OCjk*7z5Y?d;>t%vVjCyNbqm2PkV1Mg62!4bO$8_kI7!Q+&*S)YTdXk zsTi4<*xT9(A{H@3#v59f(h~FY*|t|AfL&nJ!3E(BdaH6|9%tX;zMPLXi{%* z1i_3rj28HsJWlEE-B|j;ighu}#`x%uAs=GV-=DEcO{^&5VFu3jR6Yn6l1#Q?L=*Z7 zF@oz}cBBE~q}sT+SF4RxTuAS?j~x2^YPR9!{+SsVS=Ei>hEt5|oZeb*&zbtVbo}VO z#zv*($f#n1pZSiVLj_>-TZ7gUy;I@le(GQ(^uWyQ#|5YWxzg?{PhkHQ3fkc{sSH&_ zlhZHwb?xu^Uab7w<%oao;<>L*yL_){wIJ6{RB_YP2s1ZN;*M1>@pwNI^x$?kocN@5 z^hD%Y_lUq*P^8vMhbtsO#HhN&e>LxIB7_ATaziKs}(Qi!8>r z;PBQIbD?kQbYbyB;0LkNtR2Ug$v?}zp~Y=9uU0u9=S49uCTh9v$jwYx>pphmZ`A%FN&SHt4 zIF_&{JTuurW;pGS@KWgn1%ICUk^v&osVg_>%(Is)0izY%-83I+sn0OiZHSYn>f*c@ zp3G$~7g5=eaAF-@T6Bu#LFA|*A5|5gY}O&h=MJ5T`7_QIWpQ}yqy$Euyq&#<0n$1i z1~Q1@k|!31h55b?nxxwVIu(5x;w#yJ?3~k-eovm9$IyM4HG$-49dxO;!^k$;Fmk?! za@Pn^3Sr5%q`hIPz}inml@$nI$biRC8!q?*Nj?@*|BqztpiRu9p3EgQA0@_(7t5xg zi->g22(hF5TLEOKW4rSeaw8X=Kk?;cNZvxo-sVy`HgH(n1H8oo!VO}BFc`o8$&})e z{*jQ~-%|e1n+m3LRbjfmcMV6eGAEdFv(^~lpAkMT)PR+) zFkk%lbWk)xI74DZQ6YHQNZ2`*b(;Cw;o+58-RTLDFzBHGGZe5Ymw;ZIvo-{oBZ$Pf zRu{J5;doErW_pgxrU;M${0LGqCv+RqXncxl$Fy1rz_{zL6`n+#t&iGPq~!?b^Xu;3 zt(E}VU9>LM+RC**CPGzNj!N}dXHFMk17+U#x}{Qh2vy#ZAm2%)P7sg+CZaU|;Cft% zxm)?ApKTBMP;FYs__qbTM>E2(-9q*!&)07lCT6_kK$DK$gb_j)(!<&reApeLLVzuCcTZTZTR&_H5!AQ_*{h6mx>>b-Z(U9W` zK{mLyB6wv@o?RGZV=IJ53`t0I!b?^uMW729WNUHRt?FlOQcND@T;=CF!m?OmMe2&; zGWIM9wF?!%5OFpZuz3um zW@z7vEed(rU>`M0q6aVd5ukD)gr)_$D?o4*q_D;xJyuC;({)KR*ssbpaysg7}>yP@j>u{iju#@KYc1dtC2j_+%ALWMG{pU4gK?i_!y&&v5BX( zL?07vlAHTtGJs(?k~x1W*z(+j&2?Q9vv9p?@7ub`p!D#h)gE|f~QN4&0VQW z^EiF5d2{lk-zUhi0(JZ)J`q@UcNYg4fC|>V!se9UzM^C`OU}z%nPT`%A!d2d zz6wVpjs=8?VVn#UYDxCIjssqRq|L#zR)JN8$fG`ZNii-RDYj}3q@0I_%#COl>-T>b zP3(D)nquwzr_3)kWAGa&McL*|;(-wher3!tvZ#&ttW~}3f*I5w1+qzSlQleavnxgx zk;sUuebzbhU-6I?!-RJ1WIHw`C?gka79*Pk*-U870`C=uW$?K&FZEgrNlq;#xb5ZS zg!MfdkaSvPHcVCK9SceO;h`V^cDg=2aSVFN93!f7fTgIQOU0J_Vtl{(FPH!Mz)rrK=8c+;uSTxo)S_V6-S7B_2gFuRh^edmsk?5Ti z-z8uWId*ZB9My^bALk1gc2hbUuyyFrTN~c7-YMZNnwG!xLq0=!3_UMLsX7R0x|BlY zNFgXv<9wRsl09l`*-a315mQmP_$%Cc4}?4Js|OF`8<08 z>>3KiZ2rxCCsOtCFw}P4vr^<^WJ*1}Sv?={uBp!OsZHbLLfTbirH`vENrT1@8B6b^ zprwY8($X-vjh(T)J#rTO7O#6mqFb-fgSd9oTdjn^Kf!jZ)x-U4!*EMqf%%v2Jz%FM z53MgZPomBBm%7pq7yTqHa*DbPh267r!48vf;I(e<#^fl8>cEs$T(NxQKx}MM#-i)8 zn5SR2tgX{^8~AEqVpcD`e0ipY)aiGhu}6kfEqF`m=iR$oO1mPbJWMeroeVRU95a@b z^3sAz#>5c;V~SZFgDh)y36>OdRVk*KT_k^VyTtABNcVl6J3-k}h@1buC)4TeO9j*c zuPUsbBN2c~T^ysq;&I01kvBbIPDEOMyH1k$(eGxhG-uBrE!Wep zUW*@ndYZRBc(y~56etT`+yv;>5G+6=3~`tEXi$u>1xeQ)I?RFi(}z0$ldhn_)efRw zQbSki*PgLCH;kF&Bem5Y+j-jr`^`#MnYWB2WZ4Ba31FCabEM_&8Vdp)d5vKkWFxU| z!%-Poqa9SM536EQ(D`&W8)-bvZR#?p`7k1c&KHu9G=u&Y+eIbeVR;a}v|+MaTJ0Gb z=~Jt3KC9JZByNfTtvhwraT<0n+6ECEDJ1TMzPh1ERX)?h>*H|%vnQ1Tl2C$An5vOd zrR#p>yW#7f!$^W1eqDsl(=OWlmzK@sp3=qy2;a8k(ek(&Rix0EsY345=lh$%?)2E3 z0|!K%dY7>>f=ZuHO6DIbD_Q@%P^ma^#3~Z+i=ufi$B=(rtiKHw;CN^Q5 zGo;DH+9sz0CN^nynb=Q$Php+o|CBJKd)@;(XOREOC!3F$+T~R{;MbUE`(*5|UEu%bWXDYHNEDqi4xE1z(*ve*K5~I& zX;|s)h;+`xI>#l`rgo#IIS}dXcaOcpzuIR^;mq0q)7uHt+shp@pusAC8=U{P+h=0W znb@5C)%$z#pnIt3Fc&LAZ2NlpU){+O6Z;_(yX*gY(BAgn9{lE*|L2dH`;n9lL9$*kYb{Ku~uQ#+n?&h_d;rrLFf-v8GA$0{q`!@ZTOqMU9L)vwmy*maB- zNBj!s(5AP)<^RtR^sm=GbPwy%Z-s|UFUrmSeYv2&9{o=}e$E8X+Nu0t|BmgiBg5cm ziA5VKI>%>P!4CH6s^o5P4{eoNcU87{Qr)%6JlBq zncA5IBu)5OG<49{Hi!P_-nLE3O3MBxK*47B|BZzHZGa5bZ}HUIZ`E(edHx&eH5#J# z2<*ifH&cBinMz~5p=ZBO-cLyoQ`|W=QG#_vTJBsXf~GKn(Q%jCJp9Bsm^d`8r~quOI+!s{K%Kfj{h_?cmVi*EjPB9z?n zc?((CBR#Q#>eP+CPP0lC`7eo>7uF3mHc|4DV`$-JMAVMRz~^a{x=RVX)7`w;*rE^5 zW0xmoJOeyGhcR860Id(T4Ftz0%Bex2)IG=AnJm~X1gho;<&7J&4C!S8dLgZWeHFc> ztE;Sl)>iIy4*#>u>LNg1dZF6|x-6}@0IgQ$?-q<%xJeeA#%YfX`Ib`13Ho`n* zyYH&oCS&V?W}UvV*)mR7#fRjcbet?DQKB1GcGCZCYJX0be`~uDo=qvJMR{j!g;;r1 zxf(#!^2c;!>)W0msV(l`$3}cakBkzIJ76Ia1&biCt+ZT+rk`0RlU(R?ft>cB>}vRX zs;y1w5Y7XFAKnX^jP?HkU_hV0#djfQ$?j;h&W=ivg6-lT6gAzE9=`blHV;FpEOZlZ zXOkU7RnF7~oP?IxrPsErBlBqH?ni}A1@6wj^EGm_s2g5lclz`rLX`5S&vodJszddH z4%I^)s(1Bj2>AbXUHXOpBf1puc7nMs5aAL5C?6OV?OC^u6E z0=R;KX-RZSoI<$eL0OPvxKMO8O^>M?KuG9u|2O zW?W@y^_9UNzz^BDGB}n9;`MRzA`(qSgzxntWOAJq=r0=cd1T5Zs$r}IJsubV1dvW&dn8IIf?BRz3n9vqPk6{UqEcfVZ6?}T7^NTH8q;Qm2q6BugH z!ttQ%OOb!BD_O3Bt!<)I5eofaAsLNO(_~%cR7GkN$We_8CMwf%`@qAuJCMM@)HoIAXd)BiwJ$KEi8qs0|sM*q2{QM{yr;l0_g)7 zYmq3I`7BE4bmR`j3$l3n1aoIBS+VsdeU0-wW`wkZp7lu|h`_iMXKkl9($z<{7b!%}(V#;jgP+A%9C!;9z zFrOt}3A(D{tR&J#PQNiDK}Vz}O?`Y%qpMnR1&_dO(qm%+%+9evKvazu7{MC*6 z*z)=RJR^Y~0^7jz(!DZCt?7z;)M|fY3A$i;aGp_K3%CA&)xPu|FCNIgg?_%{P>CH? zdmJfeP&y7ONEA;MOI)}GdK3gPR7y<%^xz&d^aNH)%#NeO>F7zdvW)SXC}X^AM%bdd zB6!>sW6We;?vv`I4-MnqT69B5-U_LZfYKMW`?E>)HnYB6E(4ic)yv=81sBt)Wy4f>;lMUCsXmV|igj+Zy-O*8`Bz?y#9_@3!roJvTcW_J|pJ>Zzwb9c@8Mv$L~$XQAEq zaQUL$MZ3S-YWFtndXm`#Q6GP<-Q2Ov^N8kYK0uRLoHwZ-jz-(k z5!G#L14MZQ?0_wu?zl{iR;Eo@bTm+fC0~Hp8RT-IJA#^Gu)Oc{W(Vzev29%ud^>jG zj_y)?Jk5`nMC7sA0L@iV;{c12&559E-f^hmJedUYwz}b(2>>^)0p

p3FX5?k4$?cID9oz~iIgR14F#cK~7h&B^I>Vx>D@k2CzfX3JT-CW?GXLY~O zyZI*Jr^sq{Lr8MrF0GK?YIpO@j#6g>5db4D+|}!LT+sD3?k` zSKI}%aSD6(V%j-)>YdQ*>;+@3Ms~bP(gxe@^Lx|k zNE>K3|KM2d!8X0ojwsWMu$=O-E@If0(IzEpoelAIOgt`J1Udart5fp%I2_ZD%jW|y z51wpc=Y#o}^kYKAmv@^8N0{v{7ekJ~_{B$65q?do>ri1B;{(>b>tR?>E9gT{y$Qw& z+x7m*UA-5EfFS@zFK>9hONPx;$qv$!&(5kHT}U0wo(VbP&Ja8};__YP_}gg_+!&p8*yT3-#5=po>xY`<_p=_DXPOw*9>TPvNL{{rr@R|Y|87`azCxjYg-{OM zh_;qjMkd=95~^k+yeSr`%iCeoojtkzfoLmQAe0vcKH+A4dJ6G|H2b^RqR+F{<@#mwss5s_@OKo5+N3;!Xo}W%%ikE`%sezrKO}z;0XbCpN zCi+W}Oy9J|S65F>+lZ$aemKSt87N?kD8kk^bleU+eM-J##76G+vtL6v)Ckx~R;xR4 zY3_y7>LCo?V0gz_4(x*?{ConRkGEv#7v&!R9hcYuu#0-GN{nQ(FOe8bK_a=?4}M+f z29Y^nNS|(2FBH>XSH45Q&~lr3Fcyf%8s_C89z)wn8{n)(<*Y>(@CFv}reDAtKllQk zRSS6L7x0V=I3PX^F5pWRS-{O;0XKsM-1r52UP*@+@5cPaJCg-F>vWga7Vl+4Yj%Tc z_99E+$YM+3*twR%Y~fPaUSuh3bZi@232qa*7Y>%hbg(2|1SJW*&IgpAewn>U@39w} zYGKTd{ATwBvX&^nmcZsUURz7@p^3kFj)|Yk$pwSucYQ!PcSPpM2BuEtYSwe8Va) zy&@l>^B1|4RnW*I`?wBEX7mOTVeDDr4_IKdX}BZ~G+ulq0L|cvpb0YS^>WcR-QRuZ zyC4+9jnr;rY-DRm7>MknZMy%CJCv;@<@F95K%tJ>hCBP6?=mE$VFPcV=cjbF8izQY z8zscJ0Ypzu$+Wyz=7Kmf%nPR_lLn~~S}4r?^2#Lf*K(h)AB!a6y|iW4%Kd{C&Pd_n zA8Fwr5}y7D3YSRX(q}H56z7a|?VvbaW=#aW%KkeD=o;tHR7@*PMLkbbG0ndrnu=ha zOZ(V5h`yq}YX^9P!8{kwXP!%H%yXb@1M{4*$!&!O^PD~>^PH}j=SHm-;@K$&(FZyl`4}0| zeqo@rkcj@t%kgTyO_g{8aoO%ur9K`*thL*(Dr1`#-3kq8aq5$Tch~FVRjK)O5;}av z$gjo7&u0ocrYntiMTpXX7b?xDQ)u#2IF=ly=UKxsz^I*dJ+E#SR|a)Pz8LqWF|5}H zZeDQA{Ba8|G-7bZtq~x$5z-*z9{=XUp2p0O=W&YO9!Obv7RNOIi=QC=!EedqQr4ba z93Cyoz$R4ozEF6L4h!ur8xJIF8jKx7t#^a8-p}z}T`wY)*b|lwqv2V}KmB5fX*%hN z6%Iv0R)E;R{8v+H77(45E+&oOidoprgsDBhf8r8}&)`OdokVM@XkrgE<%~E*xU$Lp z8@$VYk^4ox4)Yp!D2G4%aK)scMUPHlTch3K2s4k#o{D4;mZ4T43l^vZq?pD8IFZ%_ znF67ABC*)(3N2oI%>yb&N;s`1oH8yX3I@m28@(Kb5R-;3`o)4*B_vogN^u++@zak+t!Hobc=HpV3v8-fy+T0F=wbh0ne#hC6^x=&2bEX>!h>Jhk=tkZdlW#8Ui`MWj z;%Fx&h&`1P6!vKDJoDa@qCY5V4idKs9`(M2ZblLI+LboZc34@Wqj|>AsAddhIB{tUjl8J`L#Qg06p(fh?6?yf zzBB}aD$M^jr8ivlix{KMWRC(K#i(Mimh}rm0HZaSz|R6ESLkYdKz39fi(y~6^gk5Q>uuC8ph6Qb`b&FLF~SJ!q?XU9 z&xfoPJ|C>JP1}AYk#nf-h+ybS@Ir&p>Z9i?MN}^ZUb##EL!n>KmfuvwEJf;W!mHou zk$L_m221N#b_D*Z``yL>js}cHj{}*Vrl{irx{D(0_{bD~-|EX5h{=GR8EqgoLH9Q7 zXzToup9+Lu;`pCFTFLI#zn$l|?A}CWd(_Q7YFFlThFL22$fv=E*{X{WR@UHngO>u; zy`r4qsGTmMXM23mcNGJ!FH=6Yk&7P$@6!< zSj@OcOWN6r85emxwzh&)ObSYJjZJL}O{+wMTxi=UjZN4O!i0AEaj&6gdu|^- zpZ@bwWsgyt%B|~HL_=zYTC>`(p84@tSCo6H51-9_#Pvy$!;p1-n>+f=Mt!MCbx(qd`Y`;6n7`8;V$3Ep)esq5``=dV?RI# zdsrzwM2A$du;B4M6neF`cp6$PAq=2vfI)o&1!Y1}ssUUz-crP!qFry1cG)7(ZntsA zHhcM3M*zM?%QV@xi!=;}I|m7f%jSY;jVE!1k)cc+$Ig#mZcTp2OCWMa+CfqgD|a>+ zT4i@(4p)=vMu@~;8UN*>GX?Yazqo+{ZyluQO; zerN{$-69DWObsPb6&3{kS;;{G@3mDHW6B3wMU@eZ%W8w$ILaMoTj6pVQ7ZJxztGWX zVJJ_Mu`0sir^O7YZ42f>@U@Vz?%=1vX#4^Jx__GV%Xn~Q5w(pAyOD4PA!_V+`7619 zr`4qA*mEm;WYpwC>!m_?l3euVuaOJg>;s+`80$X}!8qB*`G;S{E$$8*_1tOX@ze|s zz8KbEyv$@0W4L$fEP=d%1ddCbu|&sAO$#o-ilu#`OTWOl-<5cF*0eDGlO}DB@F1_Z zfrPdyx}H2avi2Zh(o%xsW#$%dP#Ck?9r*N@5D(zIARS^F#JCmZv)l~3&>j7>ukSy% z;c)z))NuI9zkuNoEjApY=VpiRb9R_|ZaDm}9}a)|Pii zuBH9eNt;+BPuLJJ_Q*%`GHkWb;_C1wMB344tZ|S0m#+u;uZ~FyD+eh|ND32@f@KP} zp2G6dU}fhea@8P_Rg%amNn{NZSyfMDO=;O$H7}9t2Z?+>kW{XgRJJjdP4!e@yIPCg zz8EH|gxu`ZwA#f^pf=8pR=L}zpxYvUZ}5Mw_kXVyH|XowHj~8A{Tx4!(L991p5md* zqfMd4Zsh0)F}Itna(fScog^Jfj(Gk&iSYA3Xxa#7oB;o5{G<2}&Th+t>~5oy>IJWv z&c;eM^<*=-dt>jf852W@*SAe=4EJ%-a8nz!P|GDEd6M=-(vHe^&CR0Q3~~7&KYWpZ z3){3sVbIaa-Xoc4Xp_yI{6XV`3MizAu<}1zLtWKKRFgsN1&3b4{e(Z)>wCee@I=mT(Z^lzd$IIS2dyXU;JalQEC43=1|_+jR`GOYq- zX9<|{eJ4F>t|5O$NGrTGeFr>GY0n_A1n1L*q z9!>sal+Fa%>L?I|+43O!W)$XL!Ln7D7ltpw;?a|#I#x7sA%WI&YqM~jBSxJwIb!APD z?7%`&4p-Gw$w%NFH}paFiV_}ZQDqnQQD49))MmZMtuhRFFQCuf=x?Nr-qW@&@fFBR z=2q0w8fF}pTn3Sik#Qts)1F^|D_!jQq#-}~IFym|Uw)NHQI*`(qnW$=mrn%lGI!#a zPxv_3(|b<@ZqgmN&0lyM0D(f-=D{5iy^FRd6*sWCC@`gS7Ka`6rb#umB=8#TTDYt9 zfV&FralIm%n)$20`25-ZzccsCe;nL~3u|T`|DRv|wcoqzD_?scxNYyYj&VWe4*ca; z0(W8lmjrwumI;gnTH={FR)LguN^GFxVt>iMc$G+!$5a^Sh5_E={CC!tRQ*&yh-7QD z&;PvxfA>WIW(?`oX~aKjcOdE&%CjX=RzvNJNV7{r?$rXd*d!}==(7T{P>a6Q{HzGr zsb_*9*G1CbCh2dN^j~MSJ53ELlkXeBeYAc3=PO0f0s`x&LN931SRE160?C4KAZVez z_P{(f3-(riYT5;v(Ayr22Jp~*f9Yi`9*xw9M6nNe%vTA|zsLyO*e^1MsFLcmX!S(q zYpQ6&LQM$ucrgm}!V&-?^J3Y|Q%^nh)ab3B|8L6F>1%Gx~I7CjWc$iy}(}h#+zpBzPpNedp{e{uwg;#7x@+j+Qd%p z>XW~NY(!)P3B=W#h{{_fn}(=!l7`@wfm;@k3p$@Oo3C%z(vTQ3&yZ|-#MxNAnPhKq zl_p}bDXU#iGxx7(Z#|Ksq>gvD|K?XqmTartoz*wMhxS(Ans~*5%533A+yx;atTf|7O4G8bd*EA-c$Qtgnnc=Z&prA6uZmjWSHGVwj)uE9`lryvQPsuK zf-bIz9@1ym!O=5zuusvmp8wPD-p@u#-JD=k4e)Q^_SoPuprr9f7y9Q4({Z6w)^y+^ z`M3Bt0-{b|zq3=AzECg&BXLDAR;W&qx;-0&yB;dWF0Us$A<2$CyJS0V&xRuI0C$Fy z*`AF|HXS7BayJeDL&2g(HuWWrCFyvvq~ks?+CJ$jDI*Cqd;*CikSvx!(#N=A0!gQ6 zUM2@B(v>D18+VHAGHzBvQVJ#=KORDG(pC8(+2I!Wxeha6R>LizB#D$%OPTdw0Zqf% zG?uU9*&jzr-89^fmq+7h@XMpL(EoloyMM<@{XFvg`SbLn_Wd~JY(3dElI-NOOLk#D z>UsTW-IVkriW=F}mw2cj=OulPev||nK7pZroR`47e!M(N=l3Hn4f?T~xEJ)~zZ-6Y zf6t!$d1f}hCw(G$)tCN)t$MSR`OALAQzwf{yR^#G!z)fL^?@Kyx8T7h4)FEguLvIE z&NV6t@vX{#iYKj-;z1);J8HG4h5p4+g2)!!YshEdv6$n63S{V8NqM;g`t3|AWO#=} z-)k>gC5I!bSI`muu2*=4P9)3YV~U6ho&U;;OL(|g5vBMim{GUw-6mF)V=OO_T_?g` zozh~~6y}QHF;!KQg!}o67S_@rV$WO=d_zI+Y{9MZxhqM&5mZw9%BqF6Geke>{NtNy zl{3SY^JmI@E^WoqPAYSceB>MAHI#5!?ShSjx0YW@6hQVHTEt>1zIJt2(G+AF_P#|- z(^lLoVlUDHN+}6@>9+7E7b>?D6hU>sHA#nTTQtBhlc7)V{^S>fe69c=flYC$=7Ix| zO1K@GI@Y+)%PslGC%~Z@wHmT7yaSg#jw^NdSKqMp6>e-ztx@jJ+d!{EA+3H}%a`Ga zdKtvbF~1CNJ31&s+Y1+^?rfD>%yYE|JHVhRq;P@I->^{v;{K!^*aDc?ur)BXoMLzC z6H*vb$l~+eTd-HRN&ZRZ?R5uINu(u-g!2-4+b7SPh{?o`!%{}v9pJ@2`-wq|2JS@p z%>~`4BGHes4`>z3q0BR_t5V8j{WEEuhNAkS{nn<@jS&LKc8PFgu!2FF0P<1bP@z!e zuj^O(tYSMJNVHxhZz(>mD^d|@t)vi|1f0-sPFoW=!Z)ps*2o>;y-7(aAN~sT%7X!wU+Q!q($tSjB#2K=G;rEzRHCY;O&T9#kJ?9My;(QjD1#4*W&>%Q zQ$r;UnTe8;D#2YUQO(c;?X;j&#F38G)f)($Z_8}~38`vGk%lXS zpyqC5+m5*tC=+44=x7Mxp3xDMl!>w*)=2|SFDR0k_~se&TG%>f8b8C8N9ZSz7jVl@ zzWobceMF0b&SXVy?AN8VCN3L!eBIl>5V**N`Nu91>Zy?I-X;AM=IS;C(^Tg5Rrbc+ z6meMEA6MK{!zqjnQphC*G1@FhrGZqi4Qs3!aPCDmT~o?`O_n>6$zJ}qFQm>G3_7(X zGqA~O6}ViOv6VQ0Whhhn&odu{q5v9;!d$QsdII8LQC`r^DTIo4Fb+t6(CLyfb|cb( zZEZ7Rg<{ycgN-1AtTs$W3hgz^{Qk_sqJ?4$&4bHjxM=Zal)z1wR-*_Q(YXH zJo4Csfs9RdnZiiPIZ`N|NbTfkMP$(?vYS}gGz<;m^D+dw%3*Bxyq>Kf*RxMVDt==k z8na}mZb%608mHkEmeWrL(sT*)@V=(CLhajv8W!N&sf)m@aSt>X5m@W=)=n`3wJh82 zAeM0F77~B7dj4AP#UVMFcHQ%4tM+#3p5NJ}cPCsCP1(SXY}Rk&6E^7mL{PigSVpc# zyWE-`_q=&;p;kvz$Z-qaNIX4m)onnWu87i`puq_1r=DrQ6+N&b3T`U&ZAE+&6triS zy!E!#Gz=s&_N`tk&_*-)TW>3(nG4>E&YrPvy{U+9!y?G&+}q$9Xu6alGz{69DaV^_ zp#g$!>U73R+s0;JZ3~+4-iw2CRXV_}WqobhTUh1Q(G;?P9}Tg=Auu0nvnQi4-Q#0( zV)9Ik_lm5(YlurVJn6Z+LkZFiC)J^_NU7|>p+DZG%-k4Mcp&{zw7epTl5IAZJqc`V z+D3lwOWLq2;qitGiDr&*hQRXvmJl2K*q!__?9O7U(@*m(2>UxGu2_O_V(j0pwy~Ri z=OYYw!5tEW6T6kvvX>y7nA+-Ym9R>C(&`mzB~D7I_;F)+rrH*~tqnMRBWMPxfj$XK z-nLEZlYkza`Xs8RPr^7~_yCbx)q3%Y$l}-%m(d@bJnKJiS{>z>R%0K{fmrNClK1IX zihF!Em!wmoOJ2%ThVZO1mluSJ2fdzFz22~?^twEr0t7_gLBgnO-|NQrIt=O3>xSVE=yfB#Zlu>u z)$6!JdflMcP1);|;W56~8=l79_j<`sj$Ut(`8@T#-dND-@Rwb+cHn50dxkGkmdnHkYK?>t9`0^*Srg7#K1TQ`v7n3ie#D|L@l8 zx4iVZUjLWZ>wo;>=X(8LUaudx@(1bl=XP`dymxbNdTuxOFYsM|@A=+!_1wGuzvsJt zz&+b{{h>&;DqL40xUMNUklDyUcEu&KiyCsHxM8wr;ByN;dRr_hfm};zhwm=44Fb7x zV*a~rVVJgU8}uoozGNFsxA|^kmjcE$Mi|#JJ0>u$3Je6jd&MZ83o@IWBQ2P((ZeLZ>!zo z@2}8Ugk49wgzle3sIu4PtjO1}B@8Ic$>YkvU{|CfU1dk%tO4gzH?SFiYMG6 z;6m09Raqwj=Sl?5l~i!9MBrQrT}UOI>r3BHuj*Q_>VNcJ)x*82&)ut+N5M}<(waoC zmERZiYW@TDsxEs~FX+_@^)tU;bLrRoAFE&AtwWM1uImjvw-Ytb?U>k2O^J=sMQnro z{Z|%bZ~_+$Ex!>7kq|f)iSrSv9r_AvB!e^ma+0KP}=OcGPum0z&#MWyKKQdk=%2+d%V2o^7=hNe(=g^ zwbISr|5)I#tgr03)3skex@KBUxwn?TPSt)zd_ZJ_{JqQEo%nqT2*B^>kM1M5(3aSs z&>j0dUd`W%P&@53{B8>3F0_FQ!^Nte|0N?U3kONW1?)vflQY;RBp@qVK=*6>L7|XE60xw8mRYFvp0Wq-5}-mfRtdOs!+xPbV3;{2c}{uu#5INX zpH}(8A#$?}kOj)n>h(KiH|*~XhwlZp2OheR>&d3MOs%pZHENZYA@;8GO(NnZqNbt1 z(E!XKW`ejw>cU2ssi2!V;c3qZTg}!G?&E`vWP|rPPu%R?xO>h=*Im-@fNOJPNf4?? zn>a}u&C$`(tkoVB!Xv&W1kiD0<`0gy+Kd14g^PeIUG$lYTG`^iJaiFNx)%FoTu`M8 zfBE7?m;o01<(uQ8(y;KCFI^$3-su<;xezuv)a#>YVKso~zWv zu;m5ur7aI)y@Zo0L68J@p60ux^7s8z{;`Qm=+Wk~aOk&6PE?{-!7H}!w;mqm6+7@e z;T2Q#+LPx@{KaFUKw*3NEh0csd1k*Bg`-tuUtC4@CAG*tQ;+P^9!OM%^u^CMq;F)= zkiK|9NS_&m^d;vF=^JJEDr5UhEu?ScA1S1-U4`_SbAySYG1406Cf9S;b3kkgQp%Vg_^9sQ~ zG$iopk^Q!spfIbqFC-{X>ZpG>P~hVaK64$zd9cR^Pb>rlhR+BJ41FE_zUKP^1^(UA zaMZ)WmXy)vuDiMIQPPOu()_ST!h*dRw~g}$8kjgSHo;o%9tyToJKSb&YCFymOI!|( z#n2rMw(?O@pxZeAPZM$|G=>xebuifZbh4txVzxy1&7u@>7Jb+H#jfxz^8`qy2JB0a1JlpnzV4_CUI_yJ zJuYD2RkX!sm;<(Y76X-jS68tQ2$vRzx|g6;_H zORlw@+@Z^Q#i(obZNrWL94PiO4B{fEtr10QNzsZiRU4z zEh7txv&EVjJu8X|fP$l}yT$`d~EUS>U6(DFX#? zdyz``^I#$4zBt4Q9-P{wiJe`O2-XSC!2|_l;((I~;(!1Xgl!USo)RXDHVCln=il#ttGatM zGRBaNlL#Nw)74eC?#KWB@Bj1nmsizbAT3QDjZ`IGQpA*WB|&6JkY$Dlk#2_Uq0fJV zwv8c}GR(6V#=7<}aC~9PFp7JsR_>{A@t$fJh7<2(3X7{&&j7gDqK-&7Q@>93)QE|( zr{c175KL1kOH6ao8m8GTTG&$wRw>~QN9b+6v_@kYK`Cy#7sKNa70MaO`U$CKhOsT# za0{EM*Jj;qt2(yT63z8C({r@Aaav#j)qn;@ZI$CtZuHg>uUl+vDU-z3nsH zPqHA& zP*cJ*t4^eXO3fF?<%S8j28-Tf6|)S>M#2jzTEMOaA(M8Fhh7rlzlsK zXR(RpelY%qum$esN$%RT&K3ygS=5W?kFFTCvb*E8syFUB~#g3OcM z{(2iHm^+A4u%viEp+X(C0Mp8THuwMlpdlKgcyTnFr(AcQt?p#%U* zcNShZA7OPBCTTZBYC*0xpN{(n(zm)J#>?)#91Fw;@WGN@&PRg+Xj1Dl5uYRlGZSQA zN8~kgwh}WWA^0E9RKpqYvL8<7+Sf00)$D{5xoWgxH%vAlZ#7ueB+4GRtdh690!8Nm zNgNBJ{lHO{nBK4Pz|Dh#SEF|Vn*Li%QVL;gJBCKmfaIlb0g_Ko^6Kx##l){fj*7;h z_ytQz%6)>r>ZsxFSHf4*B6Xs9-8gl;W_g^W1OWU7D1Jj2{uW-@B4---iaBV>abBS| zqjqO0q*M*Xvy=+RQ;FseZtPmCzM{3ZYpqqa*1oW{bham3{OGNr;*!W2KT3PKBpMbq z)7<7XiTI+kiWmL}^U8MxeeZH|k!zY29IEGVCmFd&K?$u0i>07M7d|{j zsmBpDj~6HNB$Rm)N6Lwb%M+H9j=*mzB>}C8I+JYJ>T7wz*2jCPK{Zo{q~KbJFKhve zz?Ey_TC=a2=6IKDD$O+enn{;vCjQ}@$sjRY&`|n(8{)DtVJ#`iHN5D|E%B!3HFtbT z(D#x`9O-Ks;z;$BbBbLceCRztSoi=@#Qijj%(}P={b1~WqkO}22pg;?axq~;?->v_ zP(#y1+1ck5HV%C4^ZmjGf=7Vg4snB`Mo@_w0YnX?8B^2zuQF?tH+V)Zk|t>Ampaph%6@OAY^{_gfM1{e-VB6^SVBeu$;>hFED!xy?#>et zCQw|(6&ed6^G2mGp;+Ie)vJc8#)}3?%5C97b@R43L?MbKg4a@ahP-OE+D2u+@e`6g z(I~BXDHbht!hho}@DP>}cRP{Q~T2oIUS0-XGpI@uc$i%ZQGt(9Mi=8py!(!$_f<2>-|$ozTK;ek@fybd>fwm_Gdr; zxqI&X@<-2l``7y?3hHZA0K(_V^8AR!?-pw^NlCp_w6s9`SOEjaP62}`yZeE zgWJD!-&a5OZCramDqFNA3-_Fov6RzgRrUe6@;Q&_#A#(}KdBeg%!YUGD~569gxX(> z%w+E|Blvbq-CB(7FP0%^3FayPVFmNdD*pj>Yca|cre*t!<+y)2f<%xFHM+m(+**vx znD@*)qxRogjN*o6FSqfm@5t{$dml zkD3uP%!h}~vhv4e_%Xwe!+7xse(dy~#B+FtKi~#Dia&?mv)}MebYQ<3-k<%^h~A6U zKcL|i#sJT$obxfK^AQQ|IH2Wo4$x8~>-}?(-iKvsv%8nEq~D}Ir;?&>v)R0<_d=1J zMPY1`;I(u&#|9orm}Bq&K6wLd!g)+3IU&9kZO6^*H&+eZ(`2dMqy(@t4UxDK@u14_ z!2q3MrTiu$g`ZC?Bx1~B63Y{ENIob@zAmA+MrYq7$r~a0l`n|o{TC(4vv$=5Bp+WQ`M)P5AOCnr zJ}yZI|3Ibp2qeFuC%tbF zlE3}9>LI)`mHa3$QuIIO6~SVrmYT$GjuzH zyT>BX)ad@lED^v_a7f0Bgij!^+=)GPt4w{|B={Cz+ARMQ6x?(`!Hs3JFciMY&BCgF z2pK{+G&WDE$0p2pkFiTq>=JiR^?PVy?vke4B?J1c+a(P|IWkTI z@@+5ZG)Q-%$2hVYFSgC%b_l|lhzx_MaBLF$jH0ziU$XT49iAG=4{>TF?$o&0agi)> zTwH7;m>>5AH|^%_YMW@f;lHo+^f13JdF_fArSe^W{6*I<_|-5FA~9rFrJ-L z%*8_7L-`=uo7X^#XwjO4=s&<1_)<4UOF{=D;}{hPXexzx?Q^hJ=T$$f-#d^^|YO|G2qDStld|$lPpQ; z+l62KB4NmVBFrG$E4Gt@KF)}}b&#E|mcQ2)O$0Q?qDl4T{qnCpaPQvzxN<0)dHlcr_8kv?_|M<>p}qU} z&3JDnl9@p!%yF-qo!f+l4APY*^~xgMLST=e>)_Dp*#}=nND|2`Zxhg>$Po6+j6sBs zXOBdiQQL;7@$JnLR-d^V;t0;IWq-M4vlP*3n{4;yCd(zC3y~z1x}rx?nCK0K$N=ZU zohW`fsjm^tHFR!M&M{vjdG2L?7VPwO!P?LSJ1g5}Mqm$(EJkMZIb`#OQ+k1)L<{Rq z>9h56V(mh`oBhfac+J5~UN@h?oV~TFPy|Gj2H({bW7)!kC{y^@cL7E}pP3jjpLgNX zp;2jA8lBRIGX6b1D{sg9P;Ef>nq?I)jb`VFSrFSpS=Zi6umH*BzZH~$0^QH9*x|6y zHbl-$jEwiZX8c^cii+q6K96MbqQb|vdzQiusGZ&HYq3?+ax?j)sY;gEntOEuk3YLC&_2%QB@GTGeRJwPXrd z^J<~h%|3QH9zILhI{dXzFMP}T7K2lP*lqhT`+2V3HxYVD9}i_hjtPnsH^}r*$h!8i zJ={VHciI1Pj_wPKIzW2ZaXNocNT3{8QfSf?irW5F&IxV-(E{x~+yWb8yKbAiS`v+X8r2jY zX@Kgo&t6%!yoD`eG8Z-_j+hR=Oo&IWRu>cI7)Ybp=~ttLOg4L`NTi1kx4V?M4`p5C zm|)in>jo+jG6ums31s6Y1cPszI@lJ|qJ&0}Ss0evl39>sXi1R~JR;cB%})HU!jke~ z*;=NZ{iQL(Gv1p4OM@)L(_R@My)dvV%NiLD4XAFPtlo_<{knbB>jGTl{_j32h3e!| z*%JY;LDv1(-n3|U*A~$pcXxn9>(oB%^)}z}HWb?_eXNbiYkc2t< zE+X4UL^cu!-unueC2A}oQMU&a*j}>LRYJvFYFQq8)R8#z6uI_{7&kgQ%Lz+y@W`f# zrErj+Ysqo&x#tLfShtd2MrwyJKzKCb5fMKCh1?Fultu+W6slHe^k&JKUc`=2wA%RD z`({864~MeYg8Yy=o-e3saYCFq&v9ApxGY|CRPF5cxM8b1rJt$~a;p2YzNr8cJ_3Ry z-2sTgP0PJuH@h3>Lns_0Eh~L zi;1QxHv!rvbEr^{vxrNAzlU@7Z!(Z~UUtXW!>S~8}qXe+F z#%W_Mk#Lp2gUP-gs+-^(s^40~>wV(u#8SdO7T{a!$$KKJwm0<(pt@{j{jrmRal4wi zIj%S#HvBs{Jk;hJ^8gQc!)C5gIH}(zBLIHW^(febyWiB*E0Cq@3+V8Xhk>6oZNeFU zJ+Xy9dj)b^E0E8W zou8I&=)|gIqo=Hwpzs%G&*27!fP7l%B~LEX^}Rk5ezaiq_>=lf7`VdMlRDkZsX*4% zq&^)Mwd}XkJd-?IpjGA#a;u_lvU_&rp~+@0J23N%cl*q{ZrgWY{_wFm^-foYJMOOX zykf`Slk?G8&7;H9jE+on{uKQQ7;hkQ3`s8hOzQvZgvE>hfgQ z)U#(c0{?MRuLdyn2KjpuKzHj*WUod({mHPKExe3K!G<6?RAM4~s!g57{^V$9Qi9H#DbrlgsL>_4K8h=u4{9mzH>ei6ECQxE#aN{3MGwQ!l5; zp00PZk6eLwJlU3aooWMd6UtI`9G1#bgah`;wu$Vc_kYEk(x=)c!XbACm;UM{(y%l- zrBAo{_tjl_HQra2W^>Idrz}M{+Y6LwJ>9N!ga~ilV5tJ-XE57aAXfVUFlik zJ`&1e+>0OqYys*@5sU+8TEPCD(x+S1U@5|#rmhs()2(iHf@Rds)KM7?f1R#hAaAIu z`17$4slyTEr`}AcDg9t5GxC6FOWcX2wiMYz)RxK-l#_HM1aP{RuG7i{##Rn3fjl8c zWHwiDhMl$)*<&rR6t?RGH#e`)mN+WPZ3?}hwuE7|Ack+1SD$GKG2PkbVS28P*+19n ziBge0(7?3=?H+D<%@Jv|N-wn53*iP-sJOa^+~+($i5MDeFM@GLcIXbi9Bg35aJ-IB z={p--mj|GX9cff+bQjX!h4_z+O6O%oWW}J63Big&R$i?xCfq3XzPUaY=Dhe|m?L12 z5v>Q*P8K9M)P^~V)Sagy*lVBwB;CTNk`{}S#=^OTsVUb1bKWw3siY|(PM=4L@02uE zf}SKr8|l7O(iW}~#+GNYrA;gQ`P^hqNsEl%r=*=8;09FEnw65~mr9xvCCx9DwEOP= zic`}3Qc1(FrIMzgqzPA1j;kz5^Z`+QN+pe?ey}a1K9AizFG`v(8k6VF3gOPmDQQY% zvY1Mm04651=Rr-YIfQP`0CYf$zoimdD3!EGlr)}n0B$r2N*WKrv{2a9HqL7(Y)5<) zZl9WECU?Iwrc4ZF%r9~MoigTcmXgZ-OcX%F!t?!Y$XX}67v4{l%7;TZZ3Qhylru^W zaVa^-4&csEZnwbxA<9|FeOsca4Y0<2S>F_#7UfJJ`&GHa$vsLIi%obWL~%eee7x8i@eHvj#o*^X{vdi6onPQ zV*nSBkFco0)voNpIx2jTou|U5?O{!Yhv=mbLWo1ZzTpcd&Vtl3m)fG&5W>{Y1i?2h zfqVfDTm-TUHFu#FWKq$b6K+LV6o^Kkw=rBb^r6F@Z_C+2QSauQV4!3j|(SXli-g zf{IdhrLXLh*MR_aUb!6r46}LAWHou2 zsc>7;7Ik}|YG7-6vx6ij%-de0R9AUfwbhlTjMGFx?O~p zzH%30%k96omJBi4V}jkhQGUHGj1Fzd<=l1S~<;g|>_hJKr{J+st6oHPZ-5WhtWz{yl1(Hk@7FTZL2CeO>A+791hZ|1$KEMrYXbW<1Pch>$%lH`mp z;Ppp+x6eT?*pLUbIBv2(dOc|LPMrr8T!c^0UTA%BsSr_pUU$p$$``0s*2D#`IHkKp zRL{P$E&GEhJpCkF!(XSg7(u)~<Z-qe4c~m>LFDk$R3d*=G*yW|{cs=tblT#6!ygvrp_w2^?|~^$=`LrwS>$$?dUSDBf zZ|TCmURBuFd#=L1URBsPk;1+S!F_s#eN|s!UxmWHjcsn&h^SC3?5p|)tuSa}zA4=5 z#;eN0zG{iWzKrE2sAB_#eZT9x^q*b{nPjdpq1zP;ok>_p;NhvLlJew|9<<_PlT0MD}>I>xLTHedBN!92>#_A8zIW zK94t-9%z`Dcr&9+lD^iT9MyXE;K8rD?MXnxzVW-(K$;ZQBfF3j5gL2eFR{Vt zs9)0JyaA}ntNhq)6z+k-U++)CRWTSNV|ZyGL}m;s!eE3<#!CYMGPED8@jMj!itQsF zu|OFckv&d4Dj0wGYu)gYXWKZRo#f7Yv&T0l@J&!PfQv$#_$T!=ioC7zHvr^n6*{=e z&uF(HEH=~;#?(anivS@ifvItShuFO#Ho~oi&n+D8FKW00%7_Lx@b?#5ew6r`05>ed z4ZhI~fzfc7?=KsO&}xQOeKvsKgYw7TD|-(|7d~0Nxc^B!hiCW$Zos4X6Y(>=Q!{=> z?}zl=L;DXZwEwUV?Z4J7niblAmbXMDY7c<^2d23+=zp{b^gmq^^grka{f`9gPwzn? zD;i@f(0{kVi1r^*Rwdehtq<*=FYq1Oe+s2Ch5PSs1Mt6H0shwn@V|K>;JU6B2bDB=7m(gMh>4lU zl-aXi|B{z|w=e;XMoKe zt{~)#PtNtah#+)^Mg!~yxQ2h9ERa}&o`no zLY0dgK^s_@Qw^v~I_NNRR`87Qk>xRd(Bip^SeX+pjIr`PV~gHH1WlhxT|;t(-S8sQ z$Q6fIce<|!bvvi&(nZWgw5LP&tqIHE=$(N%X63qW-#EnjR5@WU=+9PHFB6En1XPqY z#_I!|rl41Q=Fh%V5{+IjqEni#5jK&{$@yG?BW#kBwqZa57+ zq=p{CR07r9#P()ryC&!<<_)Kq^VZ!7Ef8uKtAW)Bs;amu+eBXu`t{|&>B~lU3l~5@ zcul+a|73l*RGI>krP}DVr0AH3>pDlhGw`t3849h+S=TEfj~$q3#fctlxXxdF`{-|e z)yqDz-Am5-ss^4rSDP&qLAg!Wc-hB&2cq+de;^X*Z_gg8UXckAbwE;! zULi2uVXyI{QP(Wd?BNI_crpZyg710u{;K&{norB-PrK%y!sqFTkmg5ICT zYtS>}*+;6jz1(xudqLZP_4NAZ<fF;bN z=q1NgqpBwf5ex+{oPY~P2*KCXw~a#}Xo#|;g;55qSfOT%24o&UowKB!ShXQnP_Bt+ z0Wi^a{IhLV*q}t6`(?G;qWl&0#R6eLu9~S>(S5<^hBPK9=~AR&i&P!d)5eVx2J9t9 zx{YVe;vxQ!qr0~0yI88f_0eH$<@u=cFp=`qs1ce#V@m!zlw?_=P(&q`4uTSjfoQTz zpz5yyyF7+M7H@2ND=vnKy2hJ3d#ly6E#Ff*P3$Ls<Dz|9{9lCpK8{iYS!(QUGR9D zUdM33ckZ%3yA^5LZ`>_6;Lm0RPea|dqCddVz z8Gja1vD8GE(lMC71hRcO@cq5|R`pJruyD$MqKIZ*cilZWr#^xFRg|9j|lhwuJi;oa?e;Y}OwgC8>C2M_nUg;QyBvkZe#_LU8df?`3DGmI7t(!A0Ea=SwZ+M#U)o5lmCj%R3!7kiHSnP$Ht{u0( zfP%o}KK*Uj^UHb5`Q_J*+o#*J5NHE7*!}R#x_5u_?mS3LkbKrj3u~#Mi45mie@oyn zwUtdJP?z2wqgLqv77_;crv=<8F4QlEda*f}raJ>Z6NZ;UX7fd6^XX;rsVwt1C%VBS zeI+C~U%V_3zf827ck1#^%5V{7INVP!3mjwcvfxJXvV=WhPCH?a&&WMNHz~p`bd{J8 z9gD2@Mibc`+jc+8EpFbno9qi5qiQ8AMMCKTWlQNc-n@Ia_-+!?Kb$yTle1hy{tMOC z2@}|Gqc>&($XtPaW!E12%yBO}vMTqhx|*6NgJirg%}4d!`HY2xD62xL7V2f@>>5WhbYRFDcq3bKV*@+Da zH$--N%6b39Z8!%+c{|Y^5d2c6NGT$2;Ay+gNp5FV*U}}Y;7fsg>Qzs|OnU~~R#V}V zmTrLX>vV_j(uhIX|D2MsiB@IrR3a?0xS-MYPTGBJELSynyS9&g=uxIOX)!e^`@rLW z?75RjRB;>FI~B!A8`xMfpVTTJSpJ@rYxMfcHF_po&zKK82M2p{M<50t!RWt0+;CMU zwJUw#iIjA-ogS4xo=5Lke`U8sP= zWk@ly!zi0Y+r^X}vkql6n|E+0Jor9~00khbCaBvqw~ZIea0?%0^r70>MW$>}CL*O0 zFE;{f;js^W$;-|c+3&s-0eq|cSPIiAJ`V#Ut0EHs!lf2>piFm2k;8KGq@)gxhi zeN@I6n4!&0l-LQ7QVyrZgYrxEiHQ}aW}bVGjQx1_NHdaUNM(bJyuc08xcCNX{IDCO zQErgBY!I;Ld|7XUB#Sr5C`tsQ22Z`WLF%$W7|Cwh+s2FKxFuO?gCy7>4cQ>0*dT{{ z8>DU;Zi6J)AW5}B>f)QJV2hLkpfJlExKXu1mYcSnU%WxMA4kesVv9G3GHLeTCReZ` zq3RZ%_$69+7ea4ZI4ABYhOcXSLS!Q)flZLW&U~bgz!+Q&WQR#TVekAQ2yEiVL}1|n zfh~Kn64>Z-5ZLnPLtvLZF9KT*0z37i5ZLHq0=vw#?TIA`Y}pSYu;Bp$1B@clD_xxJ zBOh^X^4n7b-|qWp6~V=owDZ6AB`^Ev7BBgxvq+rs$|xY#&scbwh>iCtWHylb-m8k3 z`7+FN7(?g|JPZvc#Oy2*7j3W0O0ZiU3<6RpvS0s6=0X#m0Kme?HG;f1VIq5nLQY;} zPrVcbj=<^()~kxx8D>ktb@x`OoAm}0*|}eM%tPof?%2>pENTQ@m$A{v?_|yuqLLxq zH6-UDTBTPrOhrP+kxG@P24R5At@i~#rpo$Z&r{Q2)(=A}&vEEIlmrtoG+6U(Rcb}F z$~Wu%YuI&(jYe^X{-3W|?`J8arwy$TNO)VKdDlK0=zlzu)&aAVJ++aJic?;B~W6E58{mlzvZ<^&lrfZgIU*DqM+gakUU%n{cilKR}T%wcbt z@fum?&@FS=zs&r(T;_18W$rca+Ghj(k7v?4m-!E0RV_2e-isAOY6zA&ytK@J|Cjlf zH$KNQ>;7f_-9Q1WV-lVnd)NOsMZ-!5iS%OJaMjy=2Wv51W%(~M<^nON6_|nG%j*+Eo(E5|Cn1OB&uO9E4V#eCuQxX%L77G*Ci31NN|`4@uU;lm zmGC(Kz-Gc9+)TK1?6Wb=tq4K`ayq$ejpM0RcL;AvC#b5^9s!m`$O|<&MmvAsBzJvUTA);FEpR&+4!Sv zg1?*4{8km3A6z6fzwJ6-8wkx02Sf7%6XC^yb4*ESeuU9P&l#HUKhMzohkX_PTa;*r z(Q30q?Rv!Y3v8P)J<=D@rk3~)xzu$R z8t#HAFC^!$KYt^8JdI!}4T!Pe+9uu983SSP=4=*ku3qLwpf@vr7tI&yI=bI*yXKHI z5va<$V*CMM$?}3S$@v>^>T(Q{1FvuDa^N@;+&34_Q#L7`ft#}?ed_N@QRV1)Ll!%eENCH>lbK;WF~eW8L&I1+Cb%=15|%;_yIDgl;jb>U+?8U_ ze*3i&w-Ornx0a{%wN3a4kyTK(f}_>+THzz#-R4jZ0ON=aR%bqXWCO&5Gh#{7Ujxba z2mnn2rYE4z0mAYFmo)G0nAAaN!UT!qQP%|LJ^y+J<}WG*K>w+93}@KdzK;3Qv1#d8 zl`OzK2p7V+J6F;(U*5~WbP0)Km->Hl_b1GQL$W}xPXoyU9$)VgKFTb0-}?5*zyCs? zS@i6k5IO(|W+<}vx{ipW+1LcL|xG-tYR2Lq&gBPAEFFfk&V6S>dwM4R*#%A(MZXjk|jgcIxk9 zG~C=tf45O~`JUO`$?p{5zdM*c_Nv!=-m$%}_q@5+neY$n{KVN!WBK%rz3EgMdf}f#g?#YbHgFr=4Wsxgo+qg&=fKG33OJ z>-usGzKp?lfTw+ZZ@|eVhKKkf{l_h#!&Heb=zpF5yDF(mP)ox;gb`Rm6BA_LnoP_2 zEuz6YqVf*oXa7D=Sl3kZuTZcyaY_fYsf2y0kSVoiEvHr5wFmzA>z=(6|6G-QdgBFv zX*`~w*z;&Pp$fkQ8k|>xG>3Pq;2?;$)WT^uoPj>X&F7Yjm_2w7o(WSJ->V**?XNRC5)ssSq}mE5ViD9=sHln-fZ%=lG2W`<7f z0ZQ!dLYW$r&DiNYEyBMun}x@Co2LfT9H7#v#%}96+o(&v>ZsHmzPjFLgVS z`I~%J?wWh%aj$&aWY?a;VCG&c+Oj?Pt|y%C+<@)Rp1`m7ZuCTp*jN5~N1%vbV5)#e zF^JUGc#msIu&k}|p3qHZqI9~<{Sah}bED!45x`35$rtWG-6!>HiFxjim^-e4prZB^ zu?epwnB5O}!vM&m5`YJ3>M?B-yj=+zQ>kdX?udC~pjW}- zhJ51xT5XSh*sV9dBU`-uJ~)5kiCO6-UvMZUYXxga5MM70e+?-7#@3hQRp#g*W`-!- zx9-a8&H{mSv03@d+~*iSgKoDg>0|~E)kR8=TnaK5&?mfB&@*S4pf3TfA6SbMd=#hq^U`weC& z`z~h1F@UVc0M=6fVleCdU;nE^^c^Mq3@2#{4+9SBmj83`laQQtYbWoRtUJ!xFRp=sV-=CgQfN~&W zatc$cHokMlL`4lY*0PR>n(>UD@v^613OtfY*j@onQYgG11_ zc-c3v#$O&)VT?2~+IZQwuY#61qkh`)WcAZH*=E$65LEUi;^roK!=JVu0Ous-vRT7R zvu|I8F8uRm!25YIcr%+pXi|{^a)*i5_JPBvplv;R_*AJ&$%QAY3z%8L!C3`drdSg6 z>&g2=U6bHs*{$W~>_}K=R@AmR91!K87m)suBO8-jBxaUnXxDBDIJ2fEiAlU}*UmDV zsDT_nN{N`b`<7#a`L;=7mRQuETW5SMh0o|PfH!<@1B93vA4wtPFELC=q5UV)Wc@nP zhNO)QZ5)10)kels_@ZsBo&E64GwOCwA9{Qp5^4MTT!eT<5!l9cv=N2dO=IT$|Mkxv z!T&FN^X~p{|9lt21EXqs8Z(V|nvm_^3ah=Tm8UWId;_Bgtecgs4BHa(Y5F=p#v^{I z&QmotgeDKQJ(O^RxFfoi)!O2C&0YETz(KYAD;%yZ3K8ly|G|pFqB)ekTTHL<%4%;>sx< z&-i2&#(%j#`D#C&@sjmEGlH4Sbrwb*2c1%3)=db+VLxWwo*rbKfX&?u%sLT{Cc*a3 zd4o7`JxUht-1wx`?C~CgFSg&tVV0$qkx41f6;i8=BWhi zH(lJaXPoK|>)_QFg@KDDqx6{Snkf6gFx)U*#Gd*9JqO@&7gw8`n*m%k_QW^;#6_s4 zFc5JMG>m5#yo5H+}6kD?ouQSaEmw^QXeN}LY6j;I_aNPas|DUk|Qm5)hxwMY!j5*!CO1GGIp z<_S!?GW8-N`a9hu$i>XQzuv*+d$zunNcgo1gP9u54c49S4Qg6cBj(k5eS;NCC@(B{ zxS*0EbTB)I6{>_q;v9)wntM8_*TI(v5jo60Jd`&iQZ}SL`lLq%WK+==jW0B6+dfUK6Hi$jbR zpN(%Q*a4>~5O^Zg4Ehht@sKGZ+d(psXM$C_Q%Na-ohYRgk9@sK9K?X?rb%{cI~7C- zocc#;VEDE(FdS2}$g?Ta!9|&@N$_wF9q5-`=1o-Q+w^N3k%MQBP@1ZUH#Z&XasyZb z+6+J-yOtbskhiF%66jfF`?pA_*PO~@R-izv(bxaDbW&pGZicc8HNR#Lo%&9v_) zy}n5*GA;!nUsY=)=-P?bOQlA3Wk(T}`Jxv*!I}bnhK!mRGHMuk=31;dFwYOa%rz?X zwnG@>5{=$ZMimk1uxp>Z|Bt=w=u6~1re+^hf~8G_F;iQm?^o;n9rEUz;iWc>F1Dd3 zuP@4~BB52;hXdnfpWKp2pTK}>;AUcEh)R1RlB*)Fb>`L@jDuA;8g7+3fV0LQ*`jrd z%ZgoCr=%no;MrtXd=|^vtAcAi0o@9p1Bq?xKH(3udULz!bDKRk(IIvqmnwEZ_n$A9mxTW zU7xkS5dZWnyV&=*KeirVf)rQD3hWDF_nG{x6K0di#UoVS?HEbZ? znAbO~C;fUGy_@CZE@f(Dq(}9785sxa5%$J+W!Qn{{3$J?X1Z~$tkADkkV>|f`?j4 z3W3#!s944Dz{Ke6>D;|0Y)byqPh?>-oM!ni8!J^tJ z1#sat6E;HoC{fQ3YDvyKqy_2xfFi7>KM&?|Qg!poWh6P$Lyl^9q>?Mn1JV|xd4=o{ zN=&p7zZAuJs#24_xnkBns(v>A2^{$Noso3`KSPEZW0^1fI6a$vZHv39G)+$G z1?5g--OX3%S^Izl*uy9XrcTYgoCB({YydySz)7$*q#-?mYDsswjd$36o_64R zO(vuQKM(R?{t`hdA7-%^=`@NkU^Elr1ss{R`W67~HF1_e!q(ZQx0#;q||2atQvVMfdZ!Z9Fr3}bs{ zB2x`Zmh3PElEl0Oon2`%*np8HR$OI5vl2Dzi;QWD2xn^Iq{tA=b`_m5zdno+Wx&S*)4=V#(6fp}auoj%A{(*b2-#n`W~9Gr9AeB~mC0mhdEK=0&|)s=k!5ylU5Z18@NoI2ZZa^b z7Cb~P=}t@JxCXk!B8Yps9Jg^y!0&m8FfYZ3nb_*W1sj4v5hP}%$?Sdab+rY|RVK6# zR^QNQ?>Ed~@3*FyBWjR77{Pr zc|VF3kv)yGzVLWLkUj^q6=H3aJ6ao3qy&(a*w~F#+ACJC_pdhvWole4%Ti_6S%bZ9xG?jf^EgyVY7iZ?6J!u2QzxB{5PHCLYm zZO6 ziL1-ICl7t84a*?rqZg~DVss+kB@ z`STi6kr;z7a~iKSqQo4~y(vRls7zMj;{|-nl|0ARa(DI4G}wTNI&@|BE87$I!!&QY z3=?*l`3drz%c~~{9(sB2ye<)_AO6svy3G~Xqbxfe5lZD0(D>%G(`KQ z+M#EQwFq8CF~~F+T!-*^;|`YwJ!RL@X6eyqOADvQn*GlA5CF$Sp#n(a?0(J0Cdj@s z3eLJo&hu%}tWZ8AXTYn!N?((AOla#8;{$Le6FikL`n5A-4!l-hjlb?GT96>AcCQm% ze68_k4nXQwC`m~#!Ae@z@-`BFDbB`SL6z`|<|^Nt*}K2L5MbVMPS(!#!L&bJV)sEV zklXtU6L$K(y@`in--Z2ohxj72Yf3mzM+z1O-D1f4duDAso88^Krx@N<)KCm@pzTo< zjErgILD?vT&Pp5ynyfAT1b1@>)ebwi=YXRhl^4P`g(m=1M@+70(MWh3;@u+LJ8Unz zrC^E3jJ1zUxT|aUJrV>`e~&}*7;@iMdERv!>vz#^2 zBe?2GN#o1zL6p(5nad6oql;@%F6Tgqq*#X5A$k?1DVLe$`-=`rQ+6&|nz92&3+-@0 zxw<|k8_NsB91cYYRc=vmzZ_tLG-p!ry>_l|`UCCcF)St>vkV0*uW$M*a4JJl!CDrn ztR|WAh3hF^3Iu%PelvQHea72WL>n2v5xaGzJ}7l!n4pnbwQE-5;R&yS<1*#_7?Fpk zlnbDnEgjNO5oZg|qwn0P3D0gYq&A_>QZs@bG~!0(GtuRvuv{60&{~fWfZ8hHOS|Yh zl;aVEv3?IKoE3nQWZDTh0*thwE6e~h6kFL%bT4%a>zshG!|D%EP?6pEP(YuhJP1zd z|7_t|f9EV<<#xhRis1+g?0Y(JPy5v?{auVslvnB{U+KGt^rBaWcxA{}h8KUOc2BEC zPe*t<;?vQ^pH}W^Z_(2=JYD0{wTnKTu;dXci17f{$;mN4-mBiJ{w-_~fl~mvhQ_mZ z2%4HFVTl1D-1xRYghJF0F+n$b=q)_%fwVlSQz@C&_bfPYWkz=Et_!~`!;4nXL`eGN zwdw*vTcF>A@_kg|VuUX02Gszr>p2s1DKDIO{PEHfxyJKIiFqi|9IzSeb#I2t$E~+- zjo66C7@oqxxTG0mHkIXS5(lHmu}2ENVrzU2X?DCDuih`X?FR&J|i#YT)jx<$AjCgwGYp$#lR7CGyx z-y^{?K1NUJo5d?xlH$M-h3&u5JE&xKe0xx_Qd{;BDcGb$>e;8{fjQ;k3EYh+@nsd@ zP<$vAIXzYf73N&y&%1CbWI$J7LJ4m{xL26nzrD{$;(_x0RsPL6W3x~^HIk66Q>7Iy zoYHTX!ZCXU`Rry%s=moYCRy+AzyN8DbfxO?Zae?JCnRhFTX#-L3}emSrNnS<=aj@o z+S_~cj8q*O00o+m#hkdy<|2uS)X;&dy%KQljSHiJ&=?!ZcSDprU0QV$&)VP?DyLk9 zn5)2bK*si%NP`_ZV|}_{fY<-)TaH=p4dcWk&R|~wcvVrae0)$BAhi(BN^kVe5&rJB z1KE^!7JqJlNP9NyX5V>@(Trg9{pkvUh8Zp!x<$0cTh(;-Mwrf@@vaTrpL26Wwu>cW z^P#uEUY8aPi5%K{gyV;{J6<7H>ndJ{b5;unc0`3st|G^RmJ%8#!+yFU*(>*LiFD_1jkmIh8LqB+5kT*oV2$@kjIs?rx%mJh--Ft^GB_w=1fBJFfcxD9S1&!8{auWG`_G?Neu+aU^?gPFI;%rzMZ?GRx zu_P=3YB{m`vG9E2FCc9C1iN%D?Am+FanB{l@d@lX-L1SRft^pfbOlz%qXoU*Ki9A) zdV}=^els2zGj2WCSWnd9PS@0>NzTT~uC(h~RS0)sk6d5uxzmp$o-v}ZUQ$sea|jN= zIbh(=B0_kq9LquU+I_W8KKHsDOuFTrr~cdH5=dzSdq$VYekZEGo|L~{80kv)53iC0 zOGixlIhMbCfE3>pW=DIrFD${|=rMdTsv@SN!HDU^g-m1PzhB8?9$c^p7D4>ZyL)Fm zEv<)23zsC+^s56kD08ZZxa>-}26TA_(ALkfz=70ctzC#Tz?Vk_E0C07HdDPooW+uWsblSs@5BI%(WfcfnaY;zOhq7t2A5^(7(@=Ij_5AYQzFk0W) zEg~C&MaL#W6kD<#DpL&et;FCZd>*<`z1Onj`-j_H)O~0l`OK4jK(CKIRDMHf@tNuy zteubb-5J`4@9F>TzJcHF|6J8dZ*8QMZNYy~5ZU1-^iMhtfTzlLe%}Q%oX~wCZ<&yF zx-^7v&1DT~UqCmJ&AP1_x)^5nHIQ{z?r)=Kb5E0}qi%YEf|SqMP8;n>jW)*_G?@vHn8lV7}|J*7K#uQSak!7hor zlG}bXWtDbD(+Bc9ya1-%wQ3gjg~pcg+)pGK&s8Kd8d}bKMkQ5DlH?`9E$OM|TFlRq zd;{B-#!81KVUS~F5?MKo+CAuLh&`mS0W&tpb`bE$!A=`prE+bkj886fknpG}UK+?d zf)b-z(k&mf=9gXpN?tnpou4UmORvyVG` z)R1w3fjH^&*qzH-BGT1tp21NJLTdFKR}2tb2ETe&N-qs@IAa)2oe>uRR+t3t3e|cr z+7UBk$95K@0YV;@nNgX_7W|2^X_*o1;g%Vm(w?(1gH(t4tlf9;w3`a5*l92MD>kVU za$-dC$0oz}$eIE~3VIOlvEOv25e7WlG2{r*{84jdnxYEEIhI(FxRRCx+gf5sI_|wq zC;`kyaRximgrnuvMk5GzQpjLs9~n#tdIb-07&u&bD}w_ml5a3gQ_DWumMC~d1rQNs zII*0}uIc%d>bXM2pzM#f<;2grb|nuaE#8tg+yt6n(uW*9edHbf_+DRZy#SdQai*}n zOBa>04nM-TdKM&cEpU2TjS?TK-tZE70gTT6qK2T4nEf7^)M=U|&fF%|OK^H&j{zmv z26i3jMIjio*%JbG2+b%-BBB6z6RVV%rYi!UeeX>YNfwmM!sk9@E~Pw(8YD4&Q!Axz zh@ohbG8$G-#rnNE|*v4j6Xr#-8(`#TBlLXzmD*g-OwY`9gq_6jbmoLMlC zjq^4XXkk}P8u#vNn5JV`cPUYGO2)OAVU1P{tL7M1ask8gv2Xnz!?Iox{%x=+mS>oB zg^(`BufnDIRYHD+(d46|G1Mggz2aA+GR*c8{K{XNUoFG9mzDf#nagr=acu+qsw34Z zI*a%fq{4B%*Q_Wdh82^VS!*k7+^sU$N!tZ$*K{yDvR@E|0(1-#D-Q^~e6n0SPa-j5 z!T)9O?&UpPe**n7sN6}*kzgVaKx9lx?I@Po(bMK~kYj8v@8+YdDHuyE0Nj9i8^<2(k%^w*iUeg0gaoW##b1&64ezu&kV_%E~1dmX+f( zy9?#&zPa*pt{B+1re`$(52ZvfD+DX45S&xIYQr|t-o`+0Vy^|}az<2{%eP9cN*CE- zKe_h}O)4e~y;gFYGMB^g%ACah+hjh+;L8KtAhnE$uba}HUgZL;O)&%!erQtTbP-iJ zA-E}|v0+w5fG{0!={~)I*YjaQAh^m14T#<`E=XkrLh+%IAa64wm#r6dd<0UBm5nr! zS2CL~!}XZeO~!YeW;mVA$3<%6kZyVvI&{F;+|dkgt=no zvIC1_d5rb)%NVXY!2q5sjoDvZfdHN>E*ijd1v8~Pa7iQ7DltRm3W>j&=$Z`au>PJ| zLNo@?wxZr)uHZ9NtFJUyA}puBz3buQo-mhzQC)@x@(G5z*tDy% zu%E{eahUc)Kcj#nlkMp{%8vUiRvja#5+!W@=F?I}TCzXJ?8CUg{CH_Ww3iiFJcW-m zK?lbr8fb<5Iszs@k*Jf_AvcL6w9|~>m>x1C$bGojIUW26qJD7UIUO%0>IcttPB+~- zU5WZ}Pt=bG&S^QII~O^iUx38lxv0e7;TEu7_GI03Ua;7o{QVUBljjoq(-$W8FL8|O zrH|1e5&MTO5c|i3#wRds{WQ*UVM61|zh00qXR%2SY z^mb5Y3$r$6T9WVoy*J^9PCjHb{>b_W-Ir%KAllLl%_1naCDnOaLg*b(Ud#Aqh?G5n z$-~#Ur2Ca7HbYy)P2%OtObdx=dDFB=@PTO|_s91K4f2#l`#g$%zbx8k2B65z6qAOVQWRT(6NG3S2;bAQNDS%p40Iu)i&f8c zJE^B-c0;i)vW(C*#3zyz(6S9PP>yI*uH3T_TS8$Y<+Cg0StHk1vj@3mCJi2=BOZlF z@z+TtBfU-D5+Zw>F71;e@)ClmUxP|Qd|RRVBQ#7myZtS!q9m1K<*gfJ@N4B`9X`w` zEORAndMZ%pY=A)Nghelb(oraH6aNYXULC2H=w0@Qfh5K$Au<9_De2hiLLj5fkl0Fx zAdN(H=2X%M3YR;0AN(`a&7S0# zq(e^^@eAu^@Bh|uXKi#B4t}A$pv{mOvd8h=K}KP}4%s8P!eh2Y?-;~|7HJ*(fSeNB zSG1p%)SJ@8DOTV&l5Dre8-fi$2Z%ywA(jmP9#BlfgZ_r9^-KOho^ePC!cXZ%5(dRB z={S80i^O}!m@#F?`Z#@SlIBTpdOqnmeT(Awls0&GlN*`a7#gJBi%w^3>IfCXWpqU2 zRHJU#LMndFH{PcT_WFn_MynHY#ZuD)s1?86Sum zz+SnPW0P_83{7}bep#uwO>7l7;GR0jx94t?kO+N0K9V2;w$)#ETo1 zzY<%Ru^gRlU&M$`*ZZbtnlfE`9Dm>Wn@d=yL=Ot2jB9CCBK(a6u*5}vKJg*=y+A6+7EhCS5;y{`ex>)QFo@NCK1HytPQ$Z2)ROmA|hysaXo9qq*x<}7DobJPBcb6oqb?)p<$pq7Z&a*Kp%jU zWcRcMCQD7}bD_l0PNLO~-fC%UrGzY^7$Eb)40GNhimA$6F8ESTx4B#t8wOk|v@urh zp2!|&rJl21x59Ig_HI0%=yfhREhB+PXy25LH2i=0abin|e)C33w zJ{Gk8QM`PZLHI=qdKt#~mWsu#X3}kD6d63-?YkLEG&-fn^j?~k#bb;ZV}~CQB+iE` zOAAdxukn7$jT11f%iWqHJvW7AXnD1S47vtsNLflwb81G*6-=)kFEoDQ3JN^TtX07K zU*21(<<$!DURj}G2yho&Ab@+h1)|p%1l<91A3pEt4tK;bL)MT&F?ak4&t7209gFpA-&yt?(o%0X%`ha>y*wT0%Ll(_?-}EVM+U<21Lgr!m)LTo#?2T60`@ZnF zC+~8NpFrcpMvc~Zt2a9~kq6laHe;*qiztHGBp){V<|4My9)@HL!^=L5u$Q>J4H^H> z?)$mO_}zjfP-=`rZc0u8g4Pf=AmA`T*B-;0e|bHBj9th~BDve%Mq>Dg+?gV=E6Lu! z+$44(v~l)xZ+2Klleqs}2%0#I#=iDihR<{dvcHx&F z^0I^L6RDQw6S6>~D>w`;$HAe+C>A->N1B)kvA=20Ob7r=X_;dW!5y&ru&f@y{vN#+ zY|yIiwag5Ou#xZVBaZ|Bp(GD2RMAs2ZYHv?k0)lrIW{Nty4=Ud zTGnD&0gbuuWtWLSaGA`>Wdko;f!`*~3PWbLLhKnUCiR3EYJt$Zg1#QC>2AtQyD~&V!P2VM3N zg}T#{y3;}GR`TE^?sL?g3U#MK-J_uHRN^ak@=PA%SE26gBGjFdxP`o#J6q%c zKyYP6-Km^3=>T=3sfxN&7|(W?l=^>*w9Sc|?mF-j`km{tz3VUoG+}Pd#BAQ7+Mmr9 z%U614Il)n=l%GndVC15QRJuz4q1u!ayonhC#7F<3x?JXax%{?VR(v^yO?QGf&2paL z%Y_Nnae`}ntmVth2GEXVJ(X^O*mrDcy5j zBKUsY$yIfctLj4S^?tdkZt701YRQT~uBwY%6@r1MWZ>M)cR{{N7c=nG*}k!_vwjAi zI{ua}DOcgvd{`Jb4gJD`(mn>BQt!tH8F)Itz*8`AG4!W>3_NuT7a4de44k|CM)}x* zkJ7-tlWofLJqGR!?C4;Tnc-5d;?Vo$DzXNQdYJ6IH(X)oX^)+!i0>vlAH_6`mh61A zpPi2a65p|N4R)@CozrNZ_SktW>^wza&oYs^mWd2DUIjXA5Q*n%Y{z~l@bv7ZK!+C? z=&;7~5Z!z!%%MNbq4swc<}fW3z6r<22$KuS!2N6Fmp8DWt%&R=w4{GA^% zjDP6I7sfwyQCc6eLH3D;8M+k4-$&@t3nTRBbfXRsdLo3LTtMhI2sytEyf1T6k%(SGDHP(!AokmGU#!i&1k%aIP)nI)g8##m@ezX4JYp?w9 zb&fU{k`=Fa*LVhy9GN&l$Z{fr31i_PIoL#i69gC|7Mln#K?Db6Fhm%WD0!WYvIruu zh1U1|RQKr_jj)aL#(v)wzR>jPkLv2G?y9Gr=YH<{dA`Q#+-p4ZHI81g*Z3-Vjo*w% znuog533FHp`nM_ab~9e%CP=7NKaP8yyv9ulfm2=gE!1}rz*SSYc7F03IMCvo++-eC z4TIK{C}Y#V$rsxu-sCYR$+sA7UPPYbu=KB3{#4}(lqnN2s*v#-l`;|QNO@+drNxUKtDJktB zj{#Y+R6ioye}U~oxb}Y4?X(3YA#2tqi24h`NL%8fp&#yj$(3xqE|fK^eae^Oha8l$ zpTh^Cx)4}T!A2WZd6;`@hXHdB?XdfMbtPFm;w?7a+!-cr9a04SD+qQ^33kVI$JIJv zk0RQ=x*+rygniJv@}T!rK<~pI^v-o(>K8`C`HzQ~%E=g4kVy`w=0PWxZs@Z;7lDFV z0^!)88*QI=#R9?yHl`DkQkyTt;+1`RyqDaP9c z0yyECUkm#j?t(U6AZ=`BY2yXb#-`rJnY8hos*UHMjWge53#5%ry^S-raaOf)X6N+V zc!BrGGQaH1HqOpyoK( zOw*^WFVznyIf_#3fPAKinc)+~BlJII@lNwo#X?`cR=4g|IM+;Z;k z4C9^BJ}YB^fMgah`F*JleXc$HjtlVG(eMya4!P+ZsX~Sq`+R(|GJ)D*OnIF)-?$DC zi+UXaA`&$KxIo?n&2(tE1|c?OTloiLyf0NokaCYA<6)sY{%N1_KxOlX@QV@G7BBUK zaT`B;HZo)jG4rAp06lbu?HnY&_KNIECN~VrYMoijrT48#%6?UU7Zu(`W?naB(a!fM z|H^OL0T?VzvaRzq+XwO7CV4qj-(YFl5x(u1%Eak1YKLI3G$G&gSM!*3Q7FvYYNpf0 zd(F)%zP`uEg??#eur%S%;;Wj=`<>SemgX4IKrmQ%r8iibKA6R^q$%Pte5W_cpX=}k z(qAxGwy;dO9tO)04Hjwyj+9Q9^ZHH~O!76S3ui_=HJrs+?QxGYnAPk{wl=}(o-Z@k z*$B-LmF7!S4`xNSx!7D+IbG&UOmw~sDNP7*iTQG^m@mH#r%T{TX2t0;Pf|(;0V`G0 z9YoQL9S6P6_N4Yi6DTTw@B&-GX&~DW2-ZAs+mmjmA?oVelOhx;0nmmtD3%>sqGiad zk%+vRA;XB*ZJ_Ez2)%}gT3*POBN=eKnsC&ZA{!bp=wlqRsKw#=DUPXb{?AQ*%YcbM zcuv!F6$Zr!+F+fC{63)jtZOfXrS^id@s$)^4ZGqMEpJuc`e)x#Pf!9Ig3Rkg^v$Le ztcXMwrD|aL`cc4x+!d4L zgE{oF?7>MP{rb=9#oF!u`|Zgu8P%MqF?ovOhVnYncn(j@1r}%pAzN^IVu57!x)Jbj zLT{z7jaha(^!`e{l>jirs@Jv6e6KfW_PUzWMr>?_EtM3Sx$_81(8>fmYu=rD-J z`8@>Od36+#s25oj1REGG&!vlV>EfD5WZ2PEnv%heh?JldNWooZzey==Qau+0O60jR zkKUuE2^EHIiUG6g%tw7^M$(xH@@KQMZix^`)gD0v4a*L#2Tu~u<1M_X+1q2CivpGP z2{~4SWQ0R~0I{@4tO%;Ngu+fE8SZ4JgD?-0ZK9=mw4ZBCC1~V}00~N1SkQwSLA7k4 zDl`FD-rnN&s5>zAjdBK%SAxl{Wv(L65lpYC%r3J?2<{3}vGs43|J&=4veXwQG$eHq zM!k^gO^CIolu?${*02&~qz>SKaJMGZR}U>j(;-0y0(O4Sp>2TXZ{B$Do8irX_6K&} zO_80Ky^h97N5H;GSXXWYT z-@ky1W3Gy202}IdG8cAY8N3h;qAXZQv8aTNbLNbNzLN1vSF={Uj>BdX|6f1SX%RA_ zw-juf&<@Z!CCfKSp|>rW(^44^$z>G1d(&y0HU#OFyXnXy%|6Vo*ywhg(Z> zy`~LhVV6pPe6$$fR6Jvn66&bzulrpZFY<1IUugTuDkU>|&AnK(0AV(sTX7xE!`Riv zRl`N(S;aaamy6bQ28>KK7@sIBp?gK@ArcIi79K^nk)SWMh9t&KB^VLFGwpb^6Ov07)z0!J`t&7%1$d{pyDhsx;OL1A!;;7_mX7>aqmvw`w7n3mCfvKbvM=WJ{LGLMRFVHaO{&aMDfv@xy^ox@p3{t<}gT{6Z7q z3+>+da};_1S&M`#**);b4+m~Izv~SMG;8>~I zNW!w1C=@tFf*ns7>e|8l`*W$6T7-n|^J`o!XO4CVOdsZ(i%%DcEFnMUa1IryxCl{V zYTl*_niwaQ@ME4Vv4T>VVG%;so}9=VMoKjj zjGn0svyl*jrrpkf3rgQ|lV!(}g;=yn56qrLSVDOH+nfw+xSsBtu!|j_#sWL*_rYz_ zf^{A;NtYb8aFk7c^RTxweDDOJlTM4SQZlu#5Te6Sz`m^-u?Gnj4VQIfX>8IH%qgIO zPcEh5i>^&QlS<0h0e>)gVU0V|X_IQvOG<{~sUHv?#uk^4oq06Z+N;?@# zje&##OuWGQl3<>soMqO39$|-x&wRBb8)mR6L;sa@n$*7u#UN2P6q)<=O-1Z}eKkHm zVF_^YmBIndW{7U^jH13$Hgeep5dgrNKAWv9T92WubdA$6Kbm?%%vuy}d2}UJ)>b2} znX2K}yVJq?&7G9|KT>Q&>t_VH=$JVHJzr>J_qx?ZONcVXyNGA{Icx9B5b+CHQHJ81 z!!qRNO`tVcv)N(rqNqxQ6*?0%GA@fQ2~v5gpY#4@0m4vASx^a(F+p&ZzHrag|P42)^0b+Sfb9%!_{wK@Dn&4X{ILqOzG!*#SN_m{X zPcmTP%L{yYLR1eMNXjEft9E@N4xR5Al}z+`CME0L59{GdPYY~y{@%Hg3BQ(~05wS= zQy&S#GLH^-#Sb48iA^@*`lpf8}9npeOk!UZ-h(tSwSmD?&yo z?lfEov3N2d$oh}|7J5rIXPqX}GFHQIf!hoFI?d_~YG+583%A%tm)Z(f(c{JVez{OI zLVO?O^*XR2*y2LJM8|z&u6C$S!Yb7d`Saxsf)}n|CwbL; zodVw83sLyMhcnK&-GB49HLu07FPFa%S36n#(oVbW<(dC(bSz#wkP*SURF?!>74gzk z?)u1OC2WI~){!s~duHynj_WhTi=e*l1-A2dBlBVmj^T%bKG(2573fP(Wd<~K3LT#B zA8=a2io+rrqXk7X-1WCj<+d%}_FlM>#ec_}@5UFhn}prdZhR6s@D;%e?s}&>m6_{M z(r(oeKK~{DhD1O4y9Gkn9scaQ35kDoHzvTIdACXBZ^z|mvLe_DZb3IxqNMsBWXm)O9j%k)hs=u}{?>r2P-p-bsl9-LIn_z%bkz*?4d z6y}fY&ts8P@E|tYv&^8E5GlR19MSVX84-PhL>5qKsgtJVZpc=UC}DCc(ARn50xbh1 z%gLFA;mZjn4=H%gQfzJeMyn`!-4L}e5cZ!8y7^rKUL#_kQgJ`M1Z7_;L4+km;^wWc z-=tC9L@n0Km+7?#DuCvQK&+KgDkNAw9(B2gT zgCff|JLGD))0+_)A^DO>kVkA5@AH!>i(STTKQ@04v>Qwa8BcYNAxl6(^Q74v! z{i0=KX7T4=TU;Kbce>@T5X%X<_|9x8B5cuf+$@FSGTZW_OjGhunrI=Rf0fwLga8LQ zp1)a=$*#^QN;1(Rh(>yae+^;#T&mrc3w+ETN`X zBB@o0S292t1rv@t@ux>fBfkhjnW!Fe!Xq1XxHrvgkpDAydUq}N!s$e89uB(P#H?tQNkGX+KuKoKDIAWnly^(ULH%B!ALg^(^O91oV6DJ3`G zt-Mmvc5^DzTfE98+~t3FxlH@_n|?Lv7+nz@;wGR1`k)aRsC=0|;P(cMyWB0Zm^2fn z3~6WG#h%=WLwV%I=#)FW_3r~o4fg`HE_4@rWu?W2{$Y&e`CqR<7ThvJRdW$a*0_|vyM2choD_D*bTwO?q)IHk!5RAO6K_DiSlDPC2=l}9rHT0k2nl`+HybyT{xC|FTgJljpO1M_S zN#uQ)TV9{qfv!#Ht6$YNEebjtH~EdHE8U^gHlX7aShH>fvNY8p1ObkJ{pm^>70~EW zn{-HR+QwvJypAmag%Ed4yz4momeGlP_$#}9mSjkV4!pczh#2ZP5_f2IVpHSKurVIL zFs>y-L!*bBwNTV^E|h)kHA2^GoCQ~~ao-MBbNzBL9plQK2V09%a+JRlTbFhPhJ`6P z|I+e~Mq>niAu!}bU91vnS*nMsV79*5tQ?=zwTd-*MdB8$cgiMP-0fUhZidUDb~UcW zs$e|GIs~a(bKiJ=%hn=YX2xtfKKb?&`b~%!xcO4k;Tbh0q-?aRDd-l=SnbK|jPou2 zS;X^gI(}L~)0zryF5H}-{zW*XXQ>_`uu@>&WtY^;@gIEgt6$oC+hZR+5o}v#EO-6Oci#PjKYHZx zk3WfB!)UVc?>>3Q55E4?V-GxqT{(CC@QYu5$2ac%*2jNlL^Hx*{w-g;9JZ7UL-kzj})Z{KRownEFn@zZJ>uS#$g;*5HH z&aKo&_X^|;06 zw(R>*567fknYe~S9H(tvGcAXaxOC5Dd|hQdGFo!?TlsSx-&FeCjQ8T+2KI>U6y&X@ z>p!e~jegl0tYu^k9+M)b>pS+cXkAZ@Q=V`mO}f;tA}~vfxzBNiVz-FTt5bow@l>YY zBKnGa^wKa0fWw#iR*Mjve*`w~HPhx&Jf?dzm^PILFzIenvdG!4WboyB$t;CqhZf@1 zR=MMGJauMNr)Px+3a38DrnvF`Anm zfoFoQ)T*jaLK6yx$i7c!W zAR9Z4>ENeEiAqgoKz5BS5mUm34T*+sCl+cWxR)t0q9=%H@+7pQ2ncZr}!)m&=l7=H;XP%P*75mvC4DOkawyJBOHRq%(e^!WD^A`KK1jIHvSlZ96^Uqnivy!{UZb zcKA}5$BW=;ows_#r;g?lY-+fGE_lZEBLPo@VAz9O#RWc^@Aa=FNitXik|`hh$B8%z zp>#E3wFiog&}A8{L0Pbl*8!=KP)TA9+{4B;m+PzH!$N4ll;C@PxjY215`Z^R^?JGG zkd0?)IJ0_1aE-`qF}Ob6AF9M3>e4#hrQ7$zuho2`*0=*t$PQC>MCB}{&V}&V!!McH zpvu&QEf4K^hx~X+iR;7;-uA9I=#7XWWZ&?1-lXzTWXy(E9NJ*vdU#aUU+`&*0=mlo z;Fn|x))zkssSG9&BVdBW{P2QU20hFLQHYL(>pI^)T(OcPhsaP!y8;b!GW*t$23vIMP(qFvA<%TzQC8?V{ zX^feq-TdxF!jCOn%lN+ZFyl*%aT_<*_0qjSlp?S~gO1=CqMK70;j}l)B(Ni7ml5A} z>-jZEf#C0(&$uriC8pt*OiRSlux^=%6<4;Lwz1E)$_SVDF!ygRo_V;#VV4ikX_7c& z7zDYsXXH|+xvW%r?gJansHGTsM$of=XH@PLs#VBhDG1JMESXxm5yu)MHwH~-jNsV>8OuvqfnUoZBeSpE1(HEt~p zYHXB${#Qzca&LPl(j}og!oXYFojpAD=o#TDTys=QN-P3V`^v}t(@?1z^xb%J8voIY zmim}pIY$z$*M!sfzsS=N15=d@WRwzHaaK34Fh3SERVK|z#qRH#RjX|z&V7H zxx*=-Rkj4ziQxH0p7e7TlRS4ZN#w6zY|2V5pEECzuLxf>LkF{*!5|92SuA(v8FtRR z=k=iaxofDOM=|QTi&4*`nBX~!$+BZUB@=eOV9gl^4)QO|t=P5#3r0F>i9~GFE_yQ3myFg zL6ggxdHE_4Rahyr_4L9r%I7LNgzPHs*#Kr-+I*}CZK1B}DB5))J{MqtgSu&R`Xt7DNey)bo7P&ifewYH;G(xUHX0kUIZw5Twptc#wL) z2dM{9^HuE#K7@LdI!8EtMwEI^KT6%~`6zWeB!9N?f$GzLd)7d8b%=rLpO(J}6negK z>T`YhpVyane)L;s>&ttqL+H!fs$VatFCQrvOvYzG!^T9SvVvU&6kS}>6~|}C(IoV@~~Q}r?ec} z=l>qZ-~C$DEAs8@MUDb{sXGKsqk~!ymJJ!f5lVxXzKU|i0xpFBk&R*X^bZ&SAn{&T z5{~hhzE`7f$Min!b)(1hevM>R4&IFt)y6j5uSI$3Ui?j@+A!>&(UJvzl4~<*25KMK z*qzi}r}7^wHdMZ|L-Wz5?x_d+J5J zM9`8CL`yzE+6009^a2KMC9PVkd*XZpp8yo)C!CJJc(9?ZoXH?(1c(=M0BSUTrtMeZx)aPnT>OR6j^ae2@2o(rj@Wy8sbl0xiY(w{!b(?7dqBdvB&wJ^5 z5Yc(Xdl1ZR-t1Z9m>V@qEjt=bKwg!0NEcwa$AufXig!Cc{)E@YnptlddW}?=^&aig z5n?HuhmcnO*CXWre+ZNgwW4(X;r}ApD1sOdoVvcl)vMan2}^Df8xCgf z4?wI~Xw^u;wJ~!zL+twAd8*pii`{;Xf?=xm`BnQ9o#+{N)h&)x?#O2&cSJ}wxFT_$Yo5OCn-m| zp&gW59OT90Vt*C#_%?t9pdo>6$wi|hGNk)Y1c|UUEUk*Zba(Fkp7@X41AD(0s?lXV(xxn2khqH<;0#6q+FjEAja|0LVzjskdBXjP=rSyWjp~`C*=$G5@n>%%ku6{@G^C>j5u$N&T|ZXSzon05)NZN!w*=8#a~hG6 zvP}kcOf9IRYC)YyoRp1V=J)(6*RWRQhh8gqvmuN^m&taHtcc~D>#f;{QODCr`G9@w^IuUMLL0GL zi6PH8mEX1=d9XIjKk+(w!x7maDN({(NyNll=Y9~erb^&_;whQvthlW{pk zYsbLi;qwS!F7diH@-TJw43g`mtBDIJYYZM0RKwr&j0ZX6#-2bb^&kV8@`LP~ewEQr zb4rqU?Ug?rhv;o@&Z;9tm&&qmx{tKw$ zW%-9+y^0uCcao2d2NmK%g32I>(5DH;T}-~rEVl`qXGvY$fX9|E^Na^@!yW!juj_h7 z(NZ=!&Z|oU6kCdP5W;5!xtH(IWkP87O&B-oWo6vR$LaBsVcoO|&Y3nZ#I*T=(cy%C zD~%fjJ0B>FyYL3CE8l8sL~z!))2C0LPBsX@fhKgW2RFoi4P>-T%GM{80#sJV-RT-A_LJLvv+W<{@)s z+t3OLC~V_)erVS-*q7Ph^{@T&1HZnDYx0Zq;eUJU&Sz-K1kc_hnAkN4zkqD-Tn>-G zMY^?+J0^d9=U`^TRW|Hph5Bd_y*}9dtDo7mvj}YT`agW|Gq2uN#J9utAkr8A?ZPVI z_4D8K>QC)@{k#7BqSx)*b$b!)LfI>AaQhuLzI~^Zi#cOeyM%!#cRIL&PxAJOH@1z9 za8hd*Czki#OmBtz2QYe|+L2V72Y*U>7F^!z(1fe5bbs|$!06pyz4giw_lWW+>grl| zihL{Xl-@AnehOAyQhU1vTi8LSEB&>d ze`y=y2QI?Fi}bbEv`zh>Zp|!A&n#?~^ZSMA`a$Ip1pUI)%)(|lzh9W@AG`(ut8xf4&#Dyvp) z#^B6`m%*;W+|k{Dj%-Y4p&`{wIIb{whLTqlmdWoa31;~%>vgo3B7um4U#2AlD|9(+ z!C(*(+LH)0GPFdX}mauny`|LjoYLM>N?|FbTw--vql!Ltj z3s$fOQ?8pDOPb z@l3fJGhfM=IqIKkl-A0sb};i<(DMu}Aw7~+*ie5c+?q*hd-^y>Gv0c z%)!jv{kf-u{8PULbpFe9-E(fy^WqjgFV~J`>REcOV}I_BeGpzKYuw4xr%(Hw7P1uH z05g0`5q0@8cO*z)n>g-*?XS-)#N2eP6x*cJHhA-}Zg= z{_7tLryUFH$L>zO`jn~i*;WLDOc^Om{@FD$k>6-THxJANq1&PRd>mzlbSr<`6@_tg zgrej)h{y6zFGAyL&pp?8J%;IKNp9i~pCeDybLW+z4Oy?mZ2}tH5 z==W@u%$&il=aAc>yPf7M19woBE^|)`!s_|t%d6>)h7iDYa>85W&jICUFNz5PkD5S1 zyr`+;M&wLv2tg#CWjsC=TIOO4SOt64H$ z3+AP{PV&w`>M#s0PsW2=HO-)~GeDS4XHfL!@ZRKDKn)1&tSyYS%y1r+tl;4?6)_#t zOC*OiMS_fx)F4BtYnvfo$H2*G#5ZJoN%%I3#4BtFnrJXTxsB%?7h0l5hV;%kem{S^j6XU=S) z5RmY|D&b<8p3_>dSovb3e$z5rA1(R9e2QC%4Gjc{5)vZ8s_>MyoOD*(5(GsdA8Z zoI$F6HRp*?<|<^43EF0YB-}3COsvVpLR_!}+%QyAxdvY*se8cuVffYKPRbK-pI?%> zc#jTdf1!+Fw|Y09Z~2h?X4342_sx$jl>%~~&o(U3QY7}#Sn~;KvDh`S*K?Kj^z%(o z?rTX-xu>T|yYe<4ufEnS$o|2{38qRKb5KU4LI)koGZHR#8L7>OCCyN3I7$JAGFCw4 z1|SaL5U2Mu+K5+4EP{~AQ+%B?ousqAC09u%qYzB_Y(}Ie8cAp*hejzh1Js7td?iGw z4gO(PMP4;2#9NMl7;PX`I|>GH|{>lNCMsO?*4Z7US~LJ`4CxlN_qQr+QQ?P{=n+O7c}g9CL-0%u%yb$au|);9A*nb&b`$&s*N7HP=Gaob3n|##CEDl=y)eDiPunqV$<$ds>2y z18aIk;0|y7Y0!7Pht6!m6sX*xtv~fz!jhWgZr&uA59QQm5tk|XNzjg4^Q=#Fg!_u7 zh<1-wP zPNTb43v8H`Yk45-V8$oMk-$B&^{4U=9eCyE+pqY{r)1QQJGnKOaa+pb@k3`Xt7?So zhdyC$Ntv-sJ`n9rzVG2cWWw&iLPnl|xG5uAQWB+)a!oSZHIZBs5y2?+6QK@R(&a5r;_|r0Ap)%T zia<-NZ(0$M?9J)bHrmYJM%0Dx5Iyu*Zk=}XKfeU3LB!Vk7GTjPo7TpxnP~fPdg^nb z_@!>Y@YQWU80PkwmOU$aO*=&(bFpbQ_tVULO3nde_8XMQ;qG1v!%1h;<_mJN^z$t*TMq20&hiZb9 zv&%pGd4H@nY%ewz4qHD%EGY{vwI98msY_C7&pA@*1uN*MP%k*C!BhPskv|SvW-|b( zsnG1z0jaS!yZSbmu2(0NRQ*77V*9|{%u66;KZEg z-Yz?AU$JZFa(%Il>@a>Wu&>y4`*J;IBRgtGcG>y%0vumtBRe0zN9_eTZf#`e*}1#y zLOX=xqc*Y&@q3;f!f^;D58Cs0**P}Hai}TJ!S6wv|8s1dohfktzz!3orS#}PaWC|?5M@H zBY2RaW9OiWZZ8(#iuv}u+l%?Tb{6ODM3aPeo*iV9;9NY+`Dl`1J7?GJ#nA0&rO=Mx z6cox+2JHfzGM}g9JJE0`Wr$4{qP5sqp}o*rf~rE>vFF{soJ+>26jR1lzKp=aXtAb} zONuRvtp>KnmhoG*G(51}!Ur*cPkNx#4d&qW9xN_7uo8(9t7l;3-GZa7$r&^Tw1&Rjyt@XOTZ38t`0HxKw597ttW3Y&p#iZv zoNxgo;X}U`;i5S7`rlz8gkwE-Fp2P z^4^JU*fBhQV%Hx`KK!vCe|X=-wyi)=qlqk(&T^4>Y{{x7MH)kX=OtXB2!kXiZX1pu z?2bQCUoZgho!qm++yur-x(YDi(SH!RMhQ&8A42H0DAyUj6wcH9L8OQYfMX<>TjEkr zFvoerQ#_X(qH?}JHTMK{WK40l?fNcFN-gUdjJH8u;>ymaL zYAdGwm|iP>9o3iRGZpyg&fC8$ema-BB_*X@&W+C+6W*LmsQ*iVD}C4w(;|~7vcEn;2q;{d;8YyJEjg!s++}y69A=M0Es|$ zzd}n973nSx_`x8kH?a**T3+$icZ^S#KPKK$=&LB0Xk`&&_5ZoonH!MWnQn67mY&Od z`N;+r8RP1$R`YyuZq!SG^OwsKh$qyG=p+!j(bkNsTcE5!XiE3uz-LlIg}z=6uLK6o z$C47NIwEZa48lRD4X4yzcRJWq&~g(83Y@q-dG)0x76j0LNB2{?P$QG znbac$C>#$H;$a|-#Ty;Kje!5!*%XejQVIEm|L5kH?nA~HuZREejU)IF=ZpM0DCV+O zdtfl1Gk4z5dG7NgBz z$5!n`E6J34)j(DjinDVn4Dyuf7WG%#!2Fo`6@3GlW2sP(GO<2zyUHGtSV1UFO?TDo zO&v*7+gY0$inh<$#%bBcQPsvJ{5LHkwz0tifOq-aatSL!sF{v`ltx0-l*o*-jXf$j zt=c#`vyCG@74r4V+e60J5RLb#<9&AdWI_FQo>f zw7wra;;Oo56dehgDeC37URthqrEp)cL`JHjedyK~OgCycvvopYcYO4TulR{F;_t2B z`-;qG{`ZqlO#gkN`W;Gc^$){3&K>y$0*x4=a0jdD|BUcI1VW{v;QzFh<97e&j(XT~Whp22(yb&e9 zByCv3Hh;8xZClDaaDX& zZ&N08v}S8lzK>j00anCU)kcUpUHH4DeM5KpT9DVh;rbC_Eswf0&WK#FmZx1mlI4eo zGCx*j-|`NL{ko(#0vj+s=&uf8_&~gW!SuJ#Rv;H;cl= z;7O*dGKQs$QI;X3g8VzB{ZnB*P^xRWfN@!Ba(3l-g$z=J?2wm5j`xq)Xhm=pQxwoB zs0ktsOlR|miK;q7qA8Gj;R31*$%F*=O#YrX31_YkheTM{@M?mUTp+`eR2=&~s1COO z4=yN)Bc$Htk-$yr*D6x=?AMfGF2M+;4AOM?CYDwhGZ0t`d}bY)3W7dPiu6WDg7T+N zE_`06>gRu|LkCtr_{y4;vfWkELOldpFvR6LpL2JRq` zZlt|VlNfxdXC_|gmQZBE6W@gF*cFjn6XxMOO$^&-INO@?$fq4b3`~pU4 zB}~Jqf(kXrbqMiin9nM?4heQF2f_`x4h`fwz&R#}%E%_nbx5jof|O|uF%k$EdAz9z z%Y=gzXV8O=jDm1mVdS9XIz%{OK28X&VY&h|qmpf90SQXYZDt)EVPhUCLrO(x+|7w&f zVOo*}Y?zrQ+96CP92Q#MAxRs&T+#-w06qKrkv6#2#^Y+4ezT3;XFo@%JyLW}1YMwy z%Cz1sS_Wq1?7BPO|1=hUhk|bYg{H6>5oOMTZ>$R5A_Y&Xvg93#<=ut_%1zuH>Js_R zvdUslNU?3P0`vE-6!xMM0j0iAw5h zmt8mnv=@b6tm@`F|0k>6BkzAYaDVgurvv`vqmuJ2^v93m_=(zapnJLM;|cMYzEc&7 z*(LFq-lY)k=Y24V<)2wDXE0C}kLlg2>lTZTUvbHHr>|9hY9*d`%JUlWfo^iQz27g4 zA2r$tOk=^^ivEKQAGz8Aax^t`3|UO_(YL;B}F&26M2>;n$& zPD24aH>JDzEoapgA(Y1C|2ihMKNi3!F{LG;-2vFO`5mv2wcvGysU^00#UE8k?vVwQ zcNFQGBj+*GRgdW@O`NSe5>#?d#;ShA%&SCB>Ao#Yc%Mm6WoEmPLq#YRa>vT#{m`AP z^7y9Ci((f=i3;67Baw&t&tMqA!m+KCmdTB*aUwd z)47B@=9CZ*IdiU6ZaKH+*%W^Utiqo`#EL6VQfTMeIeYAYowsM|HD;|1?Erqywe$Ae z^%{d!-l!efV{>}}jxV>N&GCEGUV!6EY-oq=f<1PjJs-!%h>}>a#}3=`aU3{?Av?Io zo@eLdI1mZv;rEc8kK;figs(DV#W4OXFV3GT3TzD*3-M=dkxvz`#8z4iO-;SVq;kFm zNaIyzNilZ{c#l_^ycocrmBrvxaUQmUVgb$%c>h;ggFUa4Qk@EdLTBHE=Ck8mFR zrI$xqLa(VO#p$er&j-(nocfR(6JD&2=CQJI{wWGe1_WmoP4{T9kr@EC>6UDi45hqF z=7WQQKsy^Y0S8F_9V?!O#ES4KnI{0U=T>8F0UprA|4i0iKVsqQX};n5k&K^+x3p6* zdIcCq6C3ng>vtdqP)73P>avtKw)?IP+sOYY@hlyd9-LGN{8Egtqc(NBzxrLK`KQS0 zw-#wFZtAPwm8^ak>s3L2oD|7AaNKZ}((NFdKjKoOP_DC~tr??`gWS#QLgsMUIRE#S zZ(y6q`9VhaP(tkbe%z97JAcFc-&#oMTJqw$?clj?dy(CC@}=mu2hVlei|n=^zZBi} z$#dQIBD?J;FGaTqo$kmXI2)Amz_kSMIaK znl9jYq#*KtJk1xGGs(c85^kGr7`abS13;u)_`5}Xy^VYK-CQ)FX9T67y+ur#X&Zz8 z-*c&X{vy#T^vqv@dt2+ZDi9_SAP+Jd-Dj0A>nh2blT#ovxVMzs3~Jb7(=SGIGsLE< z_M%-$_3)TiCd&oItO%A2w=loM=d*{x(E{Lu3-kA-v!-m~4H`(xG%-?l1|?3Ux;o9@ zmr7Pd1*4o+vZV9z2+t9ntZ2qr)Y9DEmb9zqdvbL48kIV+R_FgXD0x`@-)Dag^FnT~ zU&zVo1)Q9f0dd7FQO~GGb3uWON+oG|F_AAs5j<+Za&11`uPwKpX2X) zUi^JE_C7h{Is951nU8uFl0H?D^r<>YpI)r5CI^bN-qDJe?Rhcwwa#Gd3$jmR&=3?L z-w~Dn^;jp&rl;p~46)&Q`Bd^6UvxVLeIDsWyOhKWePSJjIYCkYmf_Y$kuNQC524&0 z)o#GdMl+zb3Nn6l2GlD}KYb!ceG4Ugll3FSu{WVqsn(0sTzNuakgpd528fH2bzLN$ z@_C}NS}_=}R|@4=XeD_yE%-ulUOajEGBs2*LN6^12Wjr=c}HXSOhn zPmHRxRI*5g7BjVpfHZ}fF%^(uC7rNGx2`?KG+M6oFvaCm=M1F1oU=G3XTolJq)Q z?(=$%!!*^9R0>lQ3Lz1a5nxGPT%=B|-sJNWZNdDxp@6fs-Lw#dIm$5`7*6#hAMm2v>8L_NWM3DWpVz@bbR<|Nk!ap;V1!pUB93Fb zos8db?7t51Lc3^P(eR&ME;?>Q9f+x~BKdlP(xL7|5jVC+3$(;+t;D9n&@43R^%5Fj zz>6v9Y+D;UP1suUMYp=3!<%s~?%0r<*-{Ct-(b~qkkL;*>{6F4mvrf&nYwHV7nsmx z3%xFzST|&|_XP2=kg!x>H!J@=tl$xT|HnzeX0>hW1KNCbg@&Qr=o- z-IjX1bQ? z^HhCr{dcDN-nOlusruf2X;t5Ai@E17{QkF|T;r&!*gl0!v?eg4OAZab@z z5z>tp`d~y?xRk0BZVV?pi3TY9^S`@XbU-Kvl17d!@&RsdhEHYsI%=Ga)yNl~B%$c` zN|->-z425=N#W2ZCMroxgzbBi^vjLn6}T!BZWBpUd~m*QOc=27?*n(9J9PKo2l+q#3NuhaLYws{pPlyTA-GoBkiuX)hDv#_F+Z_A zy+Q`wi;EOP7PrS>B3x=CcNuwLBKj|>2-d*TXbdd6kvlrr6_Q-C3@;LP-IAtqu{k<8 ze(38be{|xpdk*ZI*oHmF2FIWH*e8DPf&2dPjt@+1+d3Y+NtR_-$V8$rNPBf~cRZrF z4HjB-6pH+_?J=m}MthuWuaS!6tj93^8J$_XydabBP+7YdP&0mp^GYdL3SFv?4RZUkuG|{; z%RgXeW^_{k8KYQ%W%#kduG<&#+a`bD7KE`t9`I}r?~b5uv_Zn}H+B+h;6>r6jC$bj zi9xv!$P^IfcH7m)ZvJi1vhR=Zw8sZady1NG`sm=P%uK=6+(4=KN1_}x@$Bn96^TLh z?8|+3B%QG@f_;;Y>EE6cqJ(s*erf>GvZeaiK=rW42c!i=vT~rCA6|%ypK5fJ3{%G% z5HdMKRISCQIT&>jXLH9JwU$sz^#hT#$N~D(5>gxya2Y3%2lp_`D)_aDd8BC|8)I%XZDbRmf9;*uzrAZaEucOdlI4VsG4! z>8A$dWx8z;jM?sF1Fe5@pzr>O-1a8+Z6EB`oh*Dwqs998z%qGp!=-wvDZRVf|J}jA zxV;P47vYG1?MQ|_vQ+Pa2T75Pd#S#y$$mKyb(iY9n^hm(*<{2EFaN>wr1H`u(qqRj z&-@EJb&<|0Y@0c}1YwA?~mz?ai-PBk(X(DRih zCbDirJm%ZK;YStaN0nJ$`Vii{Rw@0*SAEx@yy`pfHSZYg=Ko9zWMRRVxk5%~Fn$V; z0|XvzlE3?x5hoJKiF&_(eSvRhgvA>J8#4*JR8{NJSvM@vk+(;Wt*Z+We~UWO0YOvt!b+)QoLJF*UMu^kGQ-L1i1Q1BGEbmGjOFEXH3Zj3j#5P<~1b*vc94(y; z9^nU%9?hAu9)S%#&8d***X24OM4qf0$v^z+0!^3nY-6M_90Y?m;GeZU zz5$m6EiiVsdRbu(y5NmPGK-wYq}qf909ojgnxaQ+p;F0!GZrJBQCXBao@WJOR3Ksn z4n8}B1aF*G$0PY&YFv}q*BUo*z3AuKCfs(-{}?roc!rwCVgD_OI9LfPpwDec9x^Xt z#?L@GN3GEo7fi-B5cw}c*8uWv!Fs1`x&=Jg;igraVZ(T-CJ9pdL0vm7;$y>ImYBcu zQaS<`b!%c%9*QFo#?XB`5U*h<$T~&npJ)@1;WBg=Lof|OQ#0 z+wvn_!Kfp`7N*LkX4<&PLac+KQRB3Uv>egU@i%kyKprrk~Q5^smPK&by+8n=>^f*{Qc*3 zN*Ye@W<{8GKkA_J559q2X#^}bRqd2V#c&%lG8%|qIT(RQPm8cE75J?9B1Y-k57v}w zb}_n_C**QMOPs7JM;TW0nfWE2H1INrqG(AI*?pv}O6DaXWjsQa@;~`yJp2+oypo4s z0`D3cN*+GS*g_$g<7-bP(9(}q4@qqftMd1>IgVzYM?P>L!YLtcj&e$UFdJm=g5IO_ zteY%)ZXU7KZt{rk722IXZ8o{lw^;2y@Qq;ovzEiYSN7b(^_w@h=`ZTKy|3&I;syL} z(R1_Hwee};z-Bi&8E$y?vzwfJC=emZS)itY`}_yPD?-_P&s||}z~})|vAU1!33~%N zj0_8O2R?+Kgrf%TuRjP+iVfT+?g`hlTUNPG-V^o)!bYprOf&Zr-d!0xTO3VcY}vggAr$KFEK0X5jKIR&55aocrKMx4qMBEbtM0;s@XUxBp|~ z_4kcWB{u_>?9`TDQAduf>iQ#A)sC4hFf{M{$5o=TwEG`dtr_9$&1QHc+z6Sqja_%= zAKayS*{6k2uCBmn4XNoFTT(V8ZgNGhh=`p0ky_U#NSm_9qPy-PP?TTo5Qwm*ZHUXT z;d(H#3$ZYTaXvF~1-u!dtZSu2A~kJT9Y;_KA27#8;5~x!9)g??-M%Ld2l+?V6Hjlt z)89D4x`0B90)oFGK1^Pij#GJ%zF%1BlLT?cp_0A0i0!0%lVkc^vyTX;z@ zD#mo}3!>_iAOa%?C5hv;NvoX|g*jevF3rZyV^xWx16 z3Yt$qJAP1&9F~133X4j43y77mu;bPciUOV7Or*ciRKXgQ6~jf_z$u!RKQJu|VT#kUQIx1D1_@xci_IqJPjh>LBX$67>ca>?!vBnlrnSO{NK+L#6T#B zfk*(DN$9bz!%KB56O#EHnDA*3ff%eWOdqvdnry2bFT^|&uc2`2~)2qv2+^Kf+%xqzkUN# zMt#S&&fJV7yK@;*araJags{q^L5~am76PFN4d;LMTNVu3Sik59y7awpH#C-R;bg zRS>DdL)%{6hUzkgidMI%AvN4Xx+@Vh?-|Dz6nW=kT(XL1oZf<^`jD2tw?)3D5jB9y zkBF5cIwtJeIqo4X?^#H;(h6oL>P-Hq#Usv8mq{#pD-m>UVg}kcPL~$H?UM6#uRZd@x=F(yE$SwAbzb%zdL+3TZ$MaTqx zJP&|s{%lpuQVtWg;?E(5nbl-0o12{8g0Xh>^U%R;c^ynWt$D{12wHm zy~~yluKU`G-sP93(cxppOwU4xp9&qm1|5DXbod5z_>fqgL5GiBGwASBYi82nW7iBi zd;u45#=FAjqIi*m_oX%k5x&8nVM29;2tUS-$4Gq0>}T)z_6;Tj&m3AhxSAj0RFnnd_|TlT3?i12f9Ois-1fS|92A9in` zQAr~bSP>BEi`n8E_BaPdNR|bo!YG zaY}2}GZQ&8^=CeXQwH7B_#+vv?h$OiGr2to#%CFH2u;8 zIAxCe0{%z>hue+qzr{a^T)OXRxip;qXpiBPc6rxnk7lNy`42dA?yQZV<;=W%l4np4 z_wHxd1(eY_iHpy;bn*huRJBX*eulkQzjW6#vtKGx+#=u)Uw$LO8N_#I{H<7Aqz1t8JTD)<}dT?3O8PZL7q45N6_9l=fYRbU+w=H#4b=xm`%{0tZFg zYOzRxD@Gi;NNfWJRZCXkTn@zo!4FF*cewiC_=7G@KQ$B!p~z~VPuN)9R=#pfQfrE# zC{8Ni1vEV(^9W!TesG4<>cXJsnKywM+-k;DSkQobS0% z7K05NbvoG{-0AGFD@sNl6K5JDJpLyZt7u~Gjj z`0wkJj4;k_0x0NHnUy1-f5I=)_jb1|%Th?_SY%D89X6gqhB5N__!OiVn~= zgUQ>nY5iFSM!GgFvuy1^x2Vp|c`gjwf%*mcNY@Tj7v!}IhUJ3%d0$|AMaD~ppW~8F z)27IBOl^Ce&zMWj`h-&E&w54{m)43?Hi56gUyZW*7vM}_bLnrDgLIhT1x`v8!=~UO znmx}k#7uB@7Jw0HPtqZ6=F7~ut1PgYN!MeVxFSLGb_N zb`U1W1E2bO$^XMQCoSKcXy%*K`2W~@8z4Kb@=UnT>EC<%-kF}!NE&-Yd~Qd9k+H*U zA|zqhMQ5;NO@t#8vwSW>@=+D4LiJTqNNDwWtK`)L%SKL|&0v&7U*aUfHnAXvD8VF3 z5Fn5ov_TLN1c+D(f{2R3=iMla0wUP><9XiGef!RjEEx#wuI(z_p6))UPoH!8{Jih; zJ`ce*t`Bu$_M8wsrwO~TX}X@%G_llcBK6up&xuW1>!o>Xtf=C%6VYpN_htg`&s+To z+GB-jRSDX)1fyL>4P1T#(}ndM{pJ~xuzC%K%Vybg!Uf-u7WqrQBeP3t*(npE>H9LV zs+KC2Q0D~W8+uX5UWEH;7ey}$%U+Z?bPX^$9`7lrPFVFK7gpl3Ztzt31c*=Oq3Bn; zUR07lA)f`wpU~H9i7P_Fsgzd?DtW~K;jsuRro3X%(^A|u z>e?X}ZPX&$H9ALDvAO}SVL92apct?rRraaLGB?=QjbAW!F8kCZ1Qg?*fFiI@ahKqp zSnh_W1`a-_W!56~NnJounYIbd0D)8jV;n;#*;sv1kQc||tWk6X=mg_7I*I_U%cjbV z%6|C;&URf+&M8_fb%Kd%j$mS7yzK86Rf36TPzY5%;-Z-j)Fba(5{3?=y~9lHRd32Z z@;p;2f(LzJ_veBt?EYNvJqf$t+aGp6>IAX==KzIddtvvZh22|*-S2(ou=|#T-6yld z?rTf~qb|a~?@`~2u=@`!7}$Sd1)Y%D2gWG? z+-tsNgWAm(&|Clg4Xx=!)z$-l)9mNco_VSr4i;UOcPuV%K<4)jxZ!)7N;X z7HqtgY`bM>yOr}dUA;UNV}e)z_RgzIHr+|}rtH&m+b-&FyXbq>b|=-mjrW%$a~tnu z`R$!l-^=Ffd(`)$`A#p`d?!_}{Z6U{8?Y)-*??3CPCw^p?e=M*p`i;qW3|!Yg}KY_ z{>?9VcF$v9@a&IeM{bxCaU!7V4S6^xLM?PKYx*!e#yWee^a&-ud-3-PYAgE;?r>p+ z0kHIywld=iRTWp*^Ts2tFc3dVAV{^qp6$gI_8xV@#TEKxTw!33)#3^Rf@n`7uJ9nU zI>ErgK*EKcm+FLbeeCLsHPo(-HN4bBLyi_w{9bIJpsDQ>ULnt|LIk1Mc2GT)>esnH zPM`>HW_KaAMd@fIK6}5T4!YM#8}4?$(~eo_HZF1C8KyAzN1uzg|KWYH9Oe; zUz`4-o&Ft_+mhq!EFYy`^HF;8iTT9zKzSB1>m60D2v96dhb5hqJq9u7sub<`W%x#} z)zG!%cr$N)*_`}1Ji2@qo5in_%tl;h`4Y3_bz9oLS@J8LrDpN3yu$OQcfPKz%~Bry zEC*Zq^ziq~&62&Z@Vvu2<&VXCnd8{c;saZ3mb~Lv%u+g{Ug&#&vWGQ^qx=4Efu>}n zzbduu6JY~FZ}dfn*9XEXL3}wdQN&p}aznlnG~9*$DUY&48-x`A_8u9)N@6#HI%1*) z0)PbqiB}ESMPY^t#Bc^$9S#_9ax2-^w16K;OiOG(EjZo7C`k zvaHAsZ3xy{4Vlu82(;^Mg`^Hv=+S(1wQf;zb@X9?n;NuhB?1-#W(XgT;K?O!by?xK z7ToBX{pHn;Pl#_5bgkZ=_TCc#svQQvIp`OUm)m{6_IC~z01SM-$hru$kQP9!1!%WQ zB=BWKLTE-AU6T-)7BVIkuqhn92$Wttf@JYBmb0U!soEUPdPQza)nw)8*5+`IPa;7@ z$et`+?ukpXDJ?{pP^;*Sm?j`L4aOb8`-_Pr7KBZRMQgp&q@;Pl?~k4$Rx;R7{k>t zXK$3i3|ZC99(t{5@>!PiD6ovpaow8A_1JqS&D}=7cNe)M&{?7+1_zpN?FYbPYUW04~S=^NIdz_Y#wf`83HT-Z-^qC#?lop`ENrjj-u5sEJ5fIFVC1ftRAI5=Fli3r-kd_HL zk={vn7;2N0S1pi(2o|U*K}N7EGvr;y85lPJc){8RQL=8(6nkq+=I8{AlTM2rrz%7O+X|^Ryqh}YB=gF099Ol1 zY?gw&xhhB#1@Y$;qZFQ~bruh%mp?x{5duWp%U?a5re3>|^lco>m1zJRN-M zxau#!6CO+OgjW^eyw_KTaI~)s$6Ogsx!*(X@kRqKCWW{_6wfJL^a^r9 zxj@mX$fxV-*dVs+sbil|y`V5GiVpifq|VsjIZVd0ap8U3SA)(MLXASL7-n#K(t$T$)K9BDTd63!9d-1b5E zAdBYEWX1KK;^U_BWGn}=GBwHArgrJp(`!uvVhPwdJ1unfcBg5gPMf)HYzt=2?nPNR z!e|p9y23@i`anI72-X15=zrCd>TZ^ornc9P-EpOVbC3^8iY)M`S`Yrjc{AtDs&F?~^*jv_rEiGC zG!47b=>Pn%efe9uC_H==Q)79f``*cwcN>2Py;U#Y^4`05d}J^+{znj$J4grl0|*a$ z5QyU69ah6G9C!H2yzSF_;5~1dDEn%s^ti|9p+Vj7V$LED1+bfDl$7!>90 z>pgEOUo=+aBbBFlM3w;6+ceE0ILn#MAbh0ot7#9kcfTdxeLSmCWzm?GMIxc)s?%`({?_Ka z;XJjCx&HnJ{r%`P2|EuwwXH5a>q*abJd3_O<}LE51gw4Cyixc6H^e}N_&_r(`ai>> z|1)gQJ$jVJgkjPD8HP*k{G&(b^Z&Q{{r@Ori>^}Fvzx|q+a3o3hzSCSH%ZSPGMo+@ zWu#f#dV*t+=4rtrKY*UyMDsMjM-xk1ZDQxhs`t-ky?cJ0W@42J-dxJN6*IVn<4h> zmPxyvR$A7za~apF4qdTTKGjuOItDyTS!L}xRhA0+fHdxnS?GgWu0S8;VUW?ajLZc6&&>%!%`U6MHg$m$q9Z$?+O+pp?9#nz0UGHWI)7{>|LWWQUjy;><+b5u| zpc$B6|G?<%mlq@2KKtdxC1fEeAq&FNo%Ea@s?M^nsw*Xqfz$+8lWi_?FZ<{uR)+Fm zq9P0&8b$U|0vSTnB#?n!sxv^}9jq7t(_xX9b~}rNI%vd->1vTl&4^KXQi2z}v3#)! za44Sqb;Umb4WCn`VEL|lT zbj=`kRBan~bI)Ysp0|pgB)>43^$YnMP>L1|Sq=FHRPLF@Q+W((6=mWQh+&cviqR~g z7`_Rz2ZvHxPhqVa7OUN7eVqt(rQl%11uGt((cE{;j#*AC+K3p+#PgAnNF9K+Dk@bMHU=;ZHZq-Fw;a=?4j7jG#}p5(WW^M=OrxgvOofP4x)up)4D5f zB3h`qV6;&4mbS-9vMG^12=&`yZ`quaAI10>dzuIrYU18?&O@yv)X%r$U3Povbn7^f zsO-}(z^IX$bY2cj?XX*TP)9RJr(UHM(&mqRo$XY2ICrAkl8W|COZ<3Q-gH_hux*ZF z!AOI#LlC!RpE|&OQD=}=WJY{vD6`nb$&uD^;kCTFb5^BtGVM1RHG8Jb$KJ@I} z7E#^|Im4#dMdFg?Etl}ZmN@3kAXuU)O@Uo!AX0eQlM@Wx^vCs$Ig_u=^+r-@X|g_z z>orup17ewvohabgVG2`7NyafOg4+x`0B*I1SqBiOaUymRfdKR(n&HhtWfTeyy0+vA zO0U@>)4EoBKQG$>3BX#khALQoYBE6X=*xGqSH3t7U2xn#_aYwk{DLHBlyg%GMRoRJ zVjRw@P9T=@Gl0^J^byPjC6n+9eGV#VE)%1(Pmj37p-URi;-(ABq-6Q^?KxGs$hj-O zS4qR~7WO@(hykDnKHELwU>9unS?tF2Yms|5``Yt_6Cqg*f?$+(8v>DG(RDu1-Kwys z%BPZ!*PfaFHa+7MY4U9#MX~$NeqNmH{-nQJ?;-Kpl2!Tw4t{sZD*Z%xa8}VndIp2Y zj2y#{bzTnPzB(s|2$(s8REL@MaZGbdX!!N*37$IYP95%@I;35xL4tHh7unl4k&1$A zTu+uIKH}f0Uh-U!>m`C*`SQ;g<~ldTHK;;dgPxyA3m>;C)yNz-d*z5CYdalLS47fY z4{v?QS2PGb{j|5mwzpwaKJ0J(FtAb}t?}&BPqWxp<1pTW017)jtuZHgcKV{)lJiH1 ztFmn!Pe%49x~;o4{qTKGoWAw|7t-&oiK9+AjQUj7HpMRoD2)SXkQBR)lY`NGMzS zC&1YVer;569bV3v8mvAHV(B{A$8x#c%FFX9DbptGF;CKOkQ*kd^iwY7tMSjvrqVnb z19b_ZO+O8{QAe{k9P{jiiN>6PH{=aq%ZsVVTiu+Hl0MrUVkbv%B859IPzJ2$&~vX&<+K==Ok`jlIx?5}Rcz2^e?jsyX9E-11;dyP@{ zLQrHE*9m6>@3aqv?#yAH;mY@9SWkR1bcxUO?l{$#{i&e3a4ZnOg|eqqk^TOUerE{X z>*GMKD)%xNS9#9vjx1i@j)>b4qFmXbQKPbZZnarzJd%of<9g+S)xNUGzW9;^=D>0Gx8EYnN*!c z*lqPzpjem^jn=mWeZQ~L{)obac9vc!Vbe7`P$$_}=0p;X6rB|4SousxN^~#)uqoM% zf}%nPw@SEL`swiTu&X@R$==Mbidi|fTli7LQNd8uXszoIkth5V%#?C>>is4WioD zwWWj|K`jxt=OKE=FQI!Lm#2{{iCce@q}p>PCSQPI>ZNJ|9Zxo9flS+q3&67CbvsN4 zQ#*6_DbJ4CNA5o5W$(VhOYI??_(^-dIx+pWQ=WZ+-T$`o#Q9yPJUedp-c_DB_%@z6 zQ{M61PT&W$6L|2d@5fHyj2lSLmsoD;v-=df`Rg2?v4~yhaeW)bJ~$lgRq$wx>-#Bb z4tOge+Gjmc0a3yjEh->Ep9+ZJxKZ7TY9Hfr5`b{Lg~W$fA|PsozqU^UM6K{Q^hto+ zB8nv5Dtb)4Rr(FmB^!bnD+ebJIC@_!OK<4KNqENZL_M)f1^o_D#li3*;ye_OWtiJ% zR#cZ{m3AXm?uZ$TV7etv!NKzDffClsJy9GPm3TR!aZg1wNSg!`X%pIAn>oHX_^Hl5 z4)3Tib7NaxrlNdE&?g_FN);|577}~vn~uu;P%Kg0hs!V;+=xdZFOJ1rneS1UA~wkf zwGAZw*i>Ec+zQ}!`K%Bx{hh_e9>=eF!7C~lnkdM3oSJAP&&fXCAqoOrHT#`WnJ#Vv zc;n5ey_wiJ;ezu7w$H?c{o_A5?b#R36AL16id~iwGcYO>(SIQVtXg72&PEa(ayF92 zITxi^tO=U(-ne(;lkUbR-Hp?+uwuI91Og=ThEpIFmVJQ&$|*+KlWk2rFAfgs*!V^8 zP2!D#5}UpFa1-E8$=rb*l`QSUjSk)|{HUQsas~wh6}QnHgk=UrGrA@GJ2uV2G|OoO z(b7$mmeJBkZRAU^;ifUlCCN(Tx+0I{eXi@h;xhM&%lcn2n)8awT%eM$=*ug51drks zcgiBM{&LIka@@3->g6<_NNVtHjMUVO!R>#!MuAXRd7B2$w8}XisY^*&yqq>+Azo$T zkacPw`oxz!`y=+~C%)vSv)L!4>*WmP5#ybLgoUbv3uFZKN{wDm42{mtdHld>Vmrx+ z3R&VKO=tu9BH1A(QTKpV`i;i7rx67p9r;(UHX6jJx?fEV;^_2^9cB#Ghsz+iwqqA$ zESsJ~kXeRxk?P{KTd1Cj7;58@E04cVfKPC53@owFRVyOAvi)rte*=3eD(Nz3;xgpM zvu7d(L@C*sD8aG!<@-qN+-q?e2gR+kvisxy5TCsdMvSl{?vi zWuEfGIB7IT7B5*kdezlq%hFbRVDNd*%Z7#*C9HfMQ3;t;oIgs6N=8RF^nJ zkB&`n@mO8h!7ZCRviKF+=Wed)uT0&8kY}x2QX;i&n_RZ7j%p31w%t*!EVWrjwFXl= z)KRU0)Gq3%Ry(z09o1^3_IVxEN>h7HN41)%H67JzAh1idlGOSg)rzs3RIMnrVMl@T zJ?cPH%*GvfRBY0LN6j`mfJxi5qg>Gx3X(qPh*l=9m}uo={X{G0y^3iix&+h8haA(2 zXBydKX^m+Gx;(uTHKvtD{{=9uxZuS^7*>Kh!%A4c`xzKkf{I}!xD>-m(9b^-RIDk9 zY1Q9>>?0LVsN+}(N(K~1n9`qw{3o>}SuF{1Smuh7tStzmnz)Qa1W&E)_A{+4^rp!5 znckHdX7h2aWP-*Dw$+o60=Uk$5?lt`O5oU50`g>J728UcYs!;l=9j^@GA?{8%gmtN z`{^$U0gK?R2C?Yf_vtTP2H#3h@vQ`x;#&#&*+_zlLnZC&v%*Evt0-Yy2}(W`lR65O zdJ?js)RMGoNhTzTxq>8Xfn-9WiDyj2YNoz%jdx|CHu?`HV}juLPH3UkPThuL!#7qn9LLIe^~RBVY;1^sPCb z%A_t^U0-Ct)ON18fNLU?7ww`XKOu5j_Q(~s>8YiFlV?vYb;zdbbw%Tq#};2_4Zp;m zo_pC_UqMNqpvS}FL7pyq>nm&m>qS@+v3MmBi%1*w5wV04d#FqVXkAzmu^`YfG6M`= zE3r%!5sQaRyc!XUCqyhB`i;!ay>`otm;K8M^0$)JBtu2?QL%U>{wFN)KgtBzxkVD~ zDO4=P|GXC@a;yM}=MLTXE)yOFq*B`FLWG4SVrOdAmsBDy>yt(eQE^EgICG;1Yu_eX z8hwd!4DvvrVz{lzs&;?0H|7Il1ozc)8+5t(!hpiuD$_W|=Jw6p++Y|QaK`oqBD4@p z*!L{I{;XhQ9*wz3$1V-rJFEwH96!(<6jlsw9zzvWl}ZRN`&p$Fg^$dKQdFhh=ox>L zD~2cgE_xvS^^D*MiuGIC0Y#!{Cp&QFth1AWH12Tq*Cno{U--ZL#qg^D*)y%Wd5dA0 zYrCBhhZ_NvQAAoAd|ETUAO@RQhy!THVAW;~Y)?KhieU9LsYT$q$HxOL3E=XAf^mVq zT~vs_#i#LWw9=>;sWHhm9f_>3w9gIUcpu`<7j!2qmlE&&*sTneOdk~{R)c?Emd zbXbV2+jMBNo5pIaByYb;To@uG6=x6RIR8fR%)9}jg*bS9o`{D`^er7)YMW?l!p0o0 zDz~7gsSAC<>y^`Ap*OGAuNL>xE#hoKPT@q7w&{{J&HGXHvDDRdtUa%Yos(Z z`MkbF>zoASW}Z@s2x=nHi-monl!f$H_@@+bGA!;k$151fOL%nm8kb+&)#-^_F$6L~ zwygU+sMr1mqN;2Iq)!oFk5~L*CyRp?AaK60FjD5y8E$ z48yhi!1QQOzW<1qef8fPJ(;ZbrQUWt}EJ`fX795d;~p=&JS%2z?~5Fkq5`Y|-`9$mRu z@l;TDu#G(?qp+3zZZQ_h#%x$6=kEa)ZNhrmu3Bu{aX{$A?%7sFCfBq_3Y zy+F7ngI+%55`ldKt-7J?3tD<+cIT~P;=97m(AxZ5XQ(>Eliyuuc=89{8I*Hz>+CcC z!RYMIUL&L454=w#KfHaSQSTFt-m8?2`mYQ2iNw8JqpwdS(kB}8C;tKT39h*kZYN?I zJ$=#a>w!vicH-8QkO(2%Dz^#jOE$1A3e*x(xtxN);1_C=Ur1I0yTCtC&2?$7=&8(M zqN$4VHtk+rfO?>s`I_b3yEOO(R_R^7EM)d*S=Y?qx4FXKtycTHL0d2bEmr)hqT^$s z6my3$58b`G-uv6oVPv3yWbf+XX!iMqIBldFvVA5G+El`xj%evE8z&?{mfm#2a~@5w zB;G^$%yB&fPhL2#cj>%pV@+~-=kOMWlF-gL7Mt?D^$P#?&Q-X+jkP`<7S%JUL~qoK z)amf0>VBZ?0RswG>AmjwWXJ&8J^rPN8`?eo}keD7+C%H%}m39A{5jMJ*RH?G|a)wN-VhO@+ZEaq+<CJ?WUC*D^aP|nXwJ$(0UtD6`TLEgXh52fi`<>>mY1nvM9v7?hy+G<943y$p_);hd zyh{r)3c&=ub&0kYJ-|OYSMiI3wHCJtYYM*oi%Q6_F5tH^HMOJY?Dum4^p!{;71JkBT?I~neZA#f&O|I%)hWP|3hU^d&>;r61~ z{OT(avFI7UuupvGv47(ZdFIi_W_QRLpB<70r~&DViL5jCphv)T6T=P%w!s;k8DL-t zH63@m-(3oxeEDX#<%7LuPGk_4SH7Qw$N^@@&M;>I=*laq#3j9M3bDVkgSz$NjE`{Q zi(aqe&CljBjqY)0OJGk!(!bysIz-hoUJ;98IXQXPAMv&`qJNN6271cS8$rg z2761$@_kbIGWWPoXE$GOm%=Af^(v9FtUi~vRWhD(VaC7E6QHCMpihB=Zd~sPgi~%W zaB28>g8B&9_tE(B(QpI|oz;TNlz{6KUwR=S5%&{Hwypa9+PYjGm5U`=6Um2HUo3Gc zlk4nVSgigE%pUg1KR@ExmG-~~k9gTXTd(%j+b90~h?jlwXS}q;Bm)X9YlyuHO~wcG zuRN%~&e5y)sU_v7hPuY=FHOXXAV^A|~?zJOqduH!3GC6oC0#PjGs%(TqaXSV;Ji5c5pz zhT}oJ^q?KbdO0?OT^nzwgGZL7`JfOH`l6vZD6ki9F5b8Pu=RdwtRpKRCbzXwm|BrO zJj*T+Az|H!Jg!*MvL5TVZ(m;IvEVvlu_p%9#FbeRH!Lqun3XPA3n1``YTtRC+`q>7 zkQN-5OqR>b#>-ty_aKalnZ;UV=lVR$J~o*To6HPv9HT5-ULp0?n9Om@Wh_ zpofIZ2@H@9qv$ks2PDY=a3T`q&J+WZLg@Ck;PVBFhog0d)=vcV)n<5!M0Wab#t6@i zB^(b}zh~$Sj~sbSdTaK%Mfh5Ky~7y_v8YpTA?V%p6RV^z89m1CQ#z4c+=0UXewWe8NDD13oyNc3Tb}K6y&xAQ>a?%Tvoe;kA&t#tAA*J8 zch6%q1RUs%sv$_a{(%vvIGS3=XkpyQljIte6bgUv?5(6%4mkWMu?OZnjlEp`n|7ft z{Zl{h8k)0L!HNI??Y`+B@)w09DHEg^CT^GK(}=s!(t!(y*g>fB3qZRtFUhVJKa(_1cG84hN;eubvoBaJc zziPF=SDO(QVU%nv<|-%{k5F(M@CY9a7udeFk)dLn>vm%?pK99 zEA=c-Cu-Xl*`4Ku;QUFuKMGJJXMR_#)u;d*&gj+tjADc|-#XVT^m2U35p50;Vp4q3 z!6glD_VAB7Y%n|kyl=nUmz4Lls{1fCO~_4$R~rUG@dfN*%yb`G&0w+nwXl3ma;S=2 z$b9*roWJ{B+Woq)Cu(UQnK$hLEya*k$jqkMPWa+L?nqGpoPu)vNuz(*7Fl|B&kS;{(c! zxW2dCb*E8`6L=tla!m^`0DU7!vn3pbu|2)d&Ld1aa987m9=Kj4aH-dqRkELMlqb7$hVJxLgm7pFO?~`!tFPN7=gV>}s0OT-Qj_Pf zH;|f)Ov5x?EzVnqhg}^W^Lv$ug1B0I!td4Md6o}PTcyw8mcy*Zb3UsPmk#p8F@IJ) z9`^Bi2ZBpi8utf zwA98a?P`M(2in!fG$uN!4bPPi!rlRQOr|14aDeUOKV<_dz}*Y1fPm5O4Mb%DK*J|| zdeE_TlE%deLetOt0N^0)xPHP<9bCNA#LsA_fscMYq2#ES&#ah}l*vHuh@goWP1+Q} z=EfYEy53vPsM-r;y%+ed3qB$R&%W0MCp8f)JS?Xc5s6rs+ne*3I;xl0caM#z>?b8g z4`0vQ%M#+Wya#V}NvY~X;!GM+(F2-uLiKuei*Lo3Xb{Ak8lBylBg=C>$eY&7$ATxV z()?J4SLufW`4WUgd|zM!;NPD_ZfcdjfZr$Ii_hmgJGI>h)!2)=8o1BvBKz%@(b<8G z)%S5C=pS_aW5F{FIsq!{tS_U&y+QATJHgTWV($|qYx|S_Qz_)!`IVjb>tERuKAwBj zm+uQh0Y1*dzATP>%NWnV9`%dRXla{cJ|$v|-*$CbZd%1t7!)?Mo>f*ki*Q2XQBC+U z9aY#)g?88bj(9e6HvG&HhziYUBq1*XimHg!g+|`)J?hrpGDx^ifJJu*H(4Sh36``} znF(aG$7QXXo3o>@$LM%G?K??OXA>DPzTebsOZo7)qv zp*f(ZZm>MhwZ42?XMbEkRH2Ir7nXKE`=`_`X5?E3SB$<^2c4_w1Ax>_cK8N>@|^L% z$RoScL|~yseDT;UPe@ex2*mf1$L8uauC;TqXNfPQC9K|wJO<(-$2k~QG`CbwV80wYt^0T9)B}vPF)yiXr1M3oLpX3KqegW?(G)!YjB$4qPlM3x&W`l38JA z%m>Mv%b2o-=9D;laIK@KmHmFZ0-V+SC7}@MhNT%5LsRzPTDU?O;$3y~Wp>vemfbwD zSUl*pCM8WfMm%hjiWPxv*I6mA9oKN2<;>IzNid zZU``xrGv+klxeVf&+fmC>+|gEEK3U(VA=hqWxm+@y;)3&yW?D&bfb8bXJS!{fsHja z`c1L{nu#5c+A2LA%kK>NDG$8oh?hP7A6WjiT|oQoy)mY(7M#Ele%=UzJ8<~Nl?)1+ zkK`*@f;C?O@^_={Avlr#zftFj=&8pb#6xul0;R)%jQxnyh6P5OIJ-X++4EFFkI4*%bFarc_x_JrLdMoLoW$dR zM6C^qkbzlzGov&YgRIe{8%<+{?@g+o*(%*{nMnR1ytvbr;w5AgSVU93Z_+7JnO`vD;$l0g$6$B3XY6A_MaUKpQ^Yf^hZ zT9k~Cs4J4LCSANKtjp^tO+3`-Fn``?uCGwu}f@LcEvd6&4qNQqpQU zNq4djjFgl5g!QT4XD0+fy-yWb<%z6Lc5ui|{R}7+M^8(oL{YsAORBGs73F2QaPN?~ zeZAayqu^)OGIS20eBpZt_=?b)`LAmI7P?uzA>VUF5j;y;6^uG_*&nwAbnr3+oYS+k zvQ%=*cKy5ZTK$T)C%qzj(&7q(#Q%+2aOU5v1@B(;gKxo^?@0^Zd6_ME$k(y3p-z;n zndF0EOnk7ujkuAB8jiBx^I`DtZt&oWI;qOYWZ%gYDEg-C@q{U0)ddY3(d zJ{qdf3E{+b$Sp$huJ^`45u5>y;nrD!9^->fd^Xfw%AkVWoQwNpa!YXskWzW!M+yMMJK`1WaC4eUc- z|Ewp{m%3C#788lbRk>wH4{XL_b|Q%YM%de6YPHq&MAb>qWzJNc1iO{x%6EW$eKOMR!RHGRnU2Ts!_7wByl#i+22dw+@(a zxOZ6!Z^-?1T;{IZng^mCyde+Qv7y#&g>3*=Uzu|zd1X#!nT=z41R*N24vuw{C1LFt zLaIShd7X#%@P3+xT~k=U&%Ll*WY7)lAAvZd#xeeKKpe3Sr*04evrsZ$T433n)U-NV zl|B6mnyqP>E$sDz`6I4w86E$tDp3v-9JcX)%Kf((ziYG|DzaV61tzacND90dMRwm$ zf{2Xvohooi!_?s$qqwdnj;#{l)+>BNE?+LS(LxBRj$m(z*atP+h&BtnggtodOJcJ) z3&!hSJMEkmULy_fERMdXGz0QI1}mWgmOJ%X!uYty@|@NK93pr*5?E+^?7_31R2`f^ zT=HRB`)^IaQm-sWEjgZFFvrj_?5OU5);{(c*L#Zmoz-I?MB&TRGNbKR|3m$$Egt!E zp0E3!fB%Bd_fsJpoPOvmSfUkK7F$CRzg%89fGa;=9<|5t_4a` zwtM=Av9K9BXe)_-lv_*$;Lyb4l`KJ4-AqbJ5DDd^?ksZbkn>0;d{t2G1H?K!il=CB zh2?k?#qD{Tq!qjsZr1?9CgjzMff0n+Fhqi>v8mFcDQY;S=wda(gMKiui#Lh9P|=AH z3uYW6qn*A_pb|XTG?t4~Rc-Hr(9-xD$8z8PQno2r+wXxiGDPUg1L-^eBfUT3N4x-$ zK{{A;jnxZlJ$jB+`Bf7l8XB=KIQr(~Lll4rt4n#|440yn|1% z0fX3eImPNgN|@72G%5g#(ZU|PaKy{@tfqr~nJ{vIZ21N+5n2O;u%_~eh&67U?zzcv zbEoB;PQb&i86dlU zp6EOK;_-<3SuhXzCSzafyO>W6HIkJyl_$)u*NJ3X5gP0E!nHE0o$asQh3dGyp zsLLt#gyzbnyKpLoPkDM&xDip{(2iGf3!LFb>NYUreg(cX}tz`-S!FVQDEg=!vS0XKl{0 z9pCr$`sVz=*Zb@_)nC}gANYp*>&w2@@*$M*BjmwGxu%3?cZENZhm-nM!u~z3*Puor zuuRadNDTQa{56O(^G!(B8PZDuVerd0B1z^ZaA=i>rJxbM+w99P5iKL#r)A`z{ekd{ z(#^?OkqJujO%&M&Y#wk?La@YKtq9o!O%&PNe>@d-g>k0}4Df~#Drd?LxCO$jL zk(aA=ZPi}@B{pya0;^AeVgAlr$;~A!K3am;G(CsEfcyouGGk|EBwtFaYc?Qsn<_p!G1ofe^eA5wiRb?TyM()ak4*)X{> zuEzJ&xf+{xjiYL8+K|+B$sDT2rirqXMyMJ=!|0Ji8$0-hJ8DejbWFQHV`%ll_SU3U zZ|t}h64OI5ldRG2BWskzq(R!$R%uyg)5!j?*+GXvOAmQa^t&btKWaFt)5L= zedgJ>)w{n3h7_nlJ?(E`o**!}tTZ&iO zQiAV+EhV^ITgq>V^1OUlP5PeoEk;d#Waq70+n#+|byA}ypZ_1*LfB^1!+8Uwfh{}z zr%y5_ncC|5Kj+cixj*S;-+n$=Q8K8mV#TUOhd#d3{l1En<}JIsm)fP$NB}9$a0h@w zuYT_iY^%b_oj+sL+6)ff&Z{W~WW55r0QYW%9np&gUUUOkqp zNp+`DJ934R556XEjX^)NVZW_5w$-F()TG*tOJjGM))>NQSvDv=n}$8|U#2+IzICT* zbl(suBVnyQ%-kc1}udp=3+zD$Hzw(1~!`FV(CQOnQBEPK*(GTOCTZj)TL zT|S^KC#wftf?bxmEjS^vTlDeE28dAl+~rP+U=JXP4lw6g`SHSdC4w~=Oks^_VDqv) zA7TwqPT4bHW!F1RQ^;i#)5soNN|oLRm)bzIx~mS0!CnqA;Y21Asp|;&b%tqH=maJ+ zL&C&4)a@*$sC#DsUVCi%By|%o?AC!ok$khsXQF3dZ}p{RbsrzIqOg5dTe$lE{6(`%ceI=hi&ve zWQ-|~>?8&oL#L8I9Eq&z4KN&ffd6O;i!3r^X#B?7GkN0XGUEm@7MqLEG*aW=#EImj zSKPEUSW6~ZR7{EQ$6tdEhw(1ANI#&ic$I#C|0?}_TrJZN2b&8g2siIi{cU;wQr)f7 z>x=X`D|9=fdNbCHdef|Rc{O9z*3yp;&0Uo5SF$RQ`)~>Yzw@um|8}T1 z63wVfjYPQGw>B51>(5`|^871Yo*z)(Wi#!0u9>c=nNEEd&2+H0jS7|n1R6@LmXVmY zOu|B2a`HOZYk>3=6Pkw6ew=1x2$X3tzGuJkQmGx-*SWq@5|U{05R^JLoN^(_q*0Wp zN{|Aq6FzNZi--lit|ZB6Kp%+WTfR|Fd@FIL@G6JMD2Q*-aN5|+D1lIn^T4OCn0+sv zC~|;BY3l9^$aL?~_MD9##g^ENtc(O@XcDK|5IpWaLk0|}AG)2;=`GU56ZWE-R!NWs zRvS*q(Z>+#JHtAFN3EWD6u^CF9u3^)%AS7u?}Rhu;(#99>F;<}G9Y*NFWt|}(h^-P zqFmJAtYv$`W&1Ze@^v8)q6tyXrN+b0=r80kc;s-rMt{MXDQG$#G%>Hf zq^AGTTfi?d;R}857uJ=__jKOnJE;2G6={Fgul&)V@<+odHnhrxd@2G2Z74QmFN9hF z9wdwSo>+iMi@dtily_44qq==yf!iml+s)(#OC&Z&u~F zz`HqdjXW^}eH#>)HodgUM>?;{M=I;)RCXunT$PVDmniKj*EUbiqwA%0;4z>Fy zkAZ$=kH(z0lPoX!emz-_#(c6KlFRo~)}zIpS5Lg8#gpG3 zS&zTDS%a6!8rmxu#Y;vQJFcZN-~C+^WO!%hpM+=12iU+*8|{_Fi? z@K7{r4XcbdSKI>&?1rf8y@V@P&vc=gUAVJZc8=df(p zhVfwzVZ)YH8@9FqiCF)JEiN}~@)8ihie$Ss;d5Zq5e8)V1U# zK0TQkV2|X@tu|x><%Vov_J(Yz+K`zf`}hb>^eKznH7GVSQ`>c4-n@HH|Gc|wb6v}- zVX|3^TCtWLH>I^~J~u%!l{cKttXkbRs?}}7dG`aPg|ziN&Vl(XXR}1NbT#$jXsCbc zZF1_xFskcQFJwzNK?PkAIiaa%NFF-H;fA;bYHkgdHz!@jGG6lj!P@<;ZVBnQy!$!h z0nhLZDQMN>oLQTI@qUBzydScBhBst>jL{sNH3u^}HC~v>Di_V!XCTzup4mRA-3+Wb zcm~xBTv8D8RGIaqErXdjgEDajW%kftpQ1A;6K4=?JND>bpSlc{EnUsOI2!Dqe;b^C z8?NJ|y%|c&>=JZAZdmovoL(%hZ<-ErK%|!3oYZc19Vn^pPu%xhyT4VxKY8Z+Ibrrv zv=&Oyn={ki47||$)w5jS4Vhn1%deV)Yq`iA>{>b&Ih#2%u)d5LSi2dx>O^h^uEKu< znSX<4n1A)9=3m`E|7K$LeEgF0?@4qwH~%(_?j$n*4s-sEW&TB6VO-6>G3H-Pc9?%b zp}UdM_(}H7QPVJsP#v5slOp@(s0}ddCLC3z=6g3ZN+gStsTad-;zk3NeRgtIZqyjf zK09d>*h+^>TdCgG84**dZ-x;^-ZHUS)a?wJVa&WODsO2{9K)t2%56!KuR5L?GK3HI z=Hd~sjSUEoxiTYe4i20bkaO_3;Olys$Xq;9q-L=rhUBJ~qR1jlHaL|x%PF{t+lPe- zcNp7drVbo+d2AZliAAXycGGYsuB*TB6`hJu=BSAvh|N=5|0XWUc9!Q3hN4c6<3r(1 z1m$|G^udsN!UT_v>jR+>Sv(p#G?_32Qh8v1XoHPRmJ}_WI#yb6+r1$VgqaC2S~?Fa z1%xCu!MZk3^p8CBxR>3#%196>9!w@u=(Pgtt$44t`w=fiO=ub`&~{GgVqdA45!}=c zQlqky>#>kP_1b`Z?P^>f4s!>~QRDh3$$gZAKOY8Xw{}6d$Caq*V(IdPS2!v2&0Tt5e|xwhl9$p1wI@*i z&I*b=8){#J+Y7l8bXdd&y=e?k_C#qv2%|WmkU5+ogsLmM_Y;r9zu$Q{CalxCr*3WKVIERB=f}OeTaF}`p-0S^CP(V z!eA?wn*(?AV{$WZxqshjFS~z+#c`9hzNw7VW~IXbbk9@epoq$}{#H=QECa^>pP!bbq?zkDT^wB)1$mE^n>+ zZ#jXiL%HR!+>$!*c={m7DO-sd)nr&0EJ zm3x9OSr~<9=Z+Pds#gy+LFVTAW(#PZtQ_okVJBqq-~m8BVdM(lM{2!yIl93+8;VfS zaxeY13$>__j-!G@tkmcfpPb1+pd3e49!Rj77QuOevg?#Vl=hbdDCluRDAGTaacpIO zI4Ql9b7COyof~r{1D+?V7g&oKeeXHdMM{GhCA!rC>Dovt6PR#guoDPeZqt-6I7k95 zv)_I`o;YC_ttTScf6CJnPTiZER3LD{bIPeK06<$HjpIUxP}Ab`GeK`oIP_*MXNR_l zi9|{Ti4TjBw_SDB5pJpiAMDQcZI#-cM*ZS; z>lrncYr7Lt%=YwWzU0{U)M&j3K{;4+wj9%ZU)(SCxDuE znH`GK4g@eNV#JKyrPnqwy6mdWRrf}Cz3@Xj^VeVU>3FFp+XZG!Cm8v%XwL7FXrJp@cE_&=n?>lifc$_oI{ z$&+95tg#nPeo10mgf8MnLChxdLU?N|AKWGV|xT!>v~yiSfOu@kYp1}B&&yq>BWiuyX4UdHup9beGL^37vK3^sj}L zX}PpriH$L8Zzah|vy1B`1d5S-*r55c5=YX8GiFLmj69#Q3mzwX85T1<2Wm99PJClf zbFOpfn>cw0f@`F2W(zrOCIrQn5stMuf^m_8Xirc$NP@o;AgQ-36z?VHc zW{*GcWf!k@8Yh0z&OBJ2*!SR!FurMkt)hE>x=gco=tWq7tGFoHrbtDFgyKh zvfKUGLfNTjlimJ>va2Fg54TkVEqFLC6_DXnhwxG20)NnlTeG$Q*rr;^Hp?Sv6CxuJ z0|e=m?ES+Saj>Wj?RiQ)RS2dsK`4t}EPGl-wtFLlC!$*FGZC1Rg6x}9BE@|hW`?Ic z|4hX3F7C@Sne-7>mXw+ojQu$u^{!KGIPU$aR_XmA188fdIT*_C?nr(Q zn=Z6?7$Q}XNr(1uSfju`cRA^vaah;c?@q;LdstEwiSCX}^Bn>G^gNxmU(9!a#5<^#&hD@2gri)Pq zxd3Zvd3RNY6lKtJ%g~~!)h(_PdDeljCp?MHpSaGC3OE+e*ZGrK->}o1to3~N-OuUx zGYfpwGxAZ-H(1ct9ooZj?_(BFOCXUXWZ0>H_;LS7KWiND@!<=H?inqrf~U3oeM(C{ z2bF{oKdR*X0ny}49D6QIP$y1&p=871Mw2i34=cb@yi71V6ica}&pI&$QaTOMoH-xK z??L%&Bi0wp(UgrzrLYGv1x8k;rM5&A2QBB@CJv~je7e;^Z{mQpf97ZC$uh(34ig<29P#Ed2kWhgX zQ2I~44kgI3H05x0?`2P}642G!oIo=k--v%UU|1VNfGb0SC87`^EFIBoFkber)D&9o zxY5Zg_+lDUuxSdj0~%osETO%a z8;d~Z_BFC)c$rI?y?4^dLk0H9-H(gNvpqKbcz+3aGs-R8W~?bDr$6@j7iC{~ zv4mg4h)|OQ^m`@6Dm;gOJ;=U}1#H9$8`o<^UrVZMm0oN2|I*{K1zp>eSz+#Br+2G#vcV5hLWM6%`JS3axJS>K^jDhFbfsG{6`RTS-R*{F%K@3E`QQ7Zp zG+s8-kqv~r9arOG>3PIgi5QwY0i#%z2x4l9>&*~_%pf9PT>mt#2M*6SfgR3;$4_$) z)rrMook%-m?w;#%9~Oq4#K$>32^!0d&{BX{o!UZJoTnY1W`u_0P2zEWtxM+=UkcK_bf&hDOa?+|0S&!=PCOXT%bMk5bSw>}z?U?+G_v(2g zvl=@t9hr4IBeN3wbS#ls{Lj0b@T_2-@GSgyO)W%gus=i#|9u0w&l9Ni|F}S{+k1gp zec2AahLx;#FBqm(`nt|2$KFcol#AHr%7I-Xkce<>>)%MZcVE;`-u*I0f=jo>nuRuq z8704`@GELeiV^jg-R>O}D`n`$daK2}a*G%pe4&0g;nC3S%M|C!Sn1n`6iFz=%uzlG zgR$iAEY3d6+Z8(2r;TY329w*7(~RnfmiV;F#rUA+a&z&9T?zr|qS)Z&k-H)4-Ee!b zlY{R?ugE@oqbRIW#J~%!`>cGK7W5m9SZB)_&ZEi|OIlh{c<=2`rTW!qBucOH)0b@RZyH;+~~XU}}IA-Yy> zA6@A7PE+8&ePAKKj@GTcQI+4k@5HQ<`LMc7*<=)TQlr|a;e>E;E>5T^5RYcp#ZdST zC*%|2kyJRLo>a2ngpye}q2>ZO-BH2mwkn)%A~@ZQz{-Viy0dUXeuWeA2|!-}C*=3z zbp34t{L$>ErpX!wdL}L_$TZdgeC_uDy{z2+yUXfK>vxa#Fuj*?w{dVQFiXKVYxL}(9ko$f`;dT1wA@OfUe(z1wA@e!GfxK@7>UFX7t&xAfK?H zPfpIt?K>m$+HUqq2MZc1VL?6sxegZO0J-sOK(2!Y4b2Y=0#a9-tb_%%daxiqywkKv z2@4vT0}C3F+Z-&YiC4<6!kb?8a6a(idM-3zAVP`2bTedRmi$~Drkl!&b-)2a62S;1B}Qm=+$6x2*o+U&ixK*ZKBz9&O@A_r zcAFTIP}c081L+V^V6&coNjXmLOm>7Y%{osK2+p+IB+#QysJ${y5l>vHt!bQoW5qe9UV=CgN@HTE@9VeV} zt}^AkEiG|VI!|I&h;xKqr@=J)>}$RBH+|*rq}~af$~N0(Jp1(1#AjcP!+1+asDd;o zY&|=DQEkcjvtIm(@ZFF~=*f7i0kP24TsO71ZN6E|Kcy{Tw?$-3fzkVp!a!mxp;d(_;wG@SA#DNHE zwYQUPZ>yaqqG@a^USR8B%CqhTrw=-3`tu7VF)#1;yXa%nCb= z9lF|D45pG`uMgA&MdyR9xwhX%r7Yc^``zti)O?=tyScwzVs?R&^0$EkP$T0aG?)ms z!U@bGp={~BiEfBBXIgc8oK;!`0c&muqT^mIzzu3~uY}zKE7_HWFix#;(g(0+_zWMG zt0_N9A(WGqI&pA;FgSg@;{bjR%H~%4imUyS$PDguk)OhHBNA%Lpibbu4m2(H!l%CI zc)(RZm$32ez7t>cME3&9<}S)UUM`&AbbNr6{wWi@j)B)=!4@T-NP5bG9IN9Vm`S@8*F;%9^ju6G*?m|e zGOFFE?5j7(o;l0slBmf5krmng>r(-8EU(ZVrS2?!0@PlCru_6Deo-8K@G(M#C387{tfR9&le?p?Bz@84#i(`8++?>Y_SCu$i)nm76jv6iM^b*g1lT0=a=M`q} zdohEIkxOJ1mq@arkjUHk5Wj*ZrGsp(EGms+(#2f|&{iM;RX(ih35h16j^=K@D!kLQpi?J% z-;3ALGGQ;W29&)Rc5@}`BHz(0IpVqTsv=Ph_s8a+ORL!YGtuUSsm^vko51{2wZQySmlc?QdY-`ib1pFdbT2Uf zlncy1gHxv#49x$VT44UEO9tkjnjM&LqU^t4VO0KEM&+MZ-(>^++H(zbnGN(melQL6 z8_zY+Wj4@1eHRUMXP~41q8#8D-0sO!EpOI;Po@3@;#ui@0D~%zz1+u`j@97T{_@kG zc=+Bg{P6|vF02c1>c9Wp+rRc3$4~$1S)9t?pPu~E*p^+3_sCx2Xl}~t!S$3#hcvu^8;}%-L-*Wec&DB;IJ_&p54*_!wKkA% z|KEKB`3`u8f7G)lY9psEV;^(cSVE^1mLtqkB9cxhfO+6{45)z1rBs7L*rNVK6B-Cz zGRLMOda;sTqT5LS?~5`Sl7|4+yW~zW7lMP}4HaBw$xx>3367)qBJSu zBO&bc4s^K@0utmZm!dQN4&GwIR8J_!C3EqM0uOk<|HCv|nk4&&!RJP|XByppBNjyc zw5lQMy_|ZPfmrWjhFUpt^)QddwF%bRbD#fvFZ ziMokUz;Yh*o#@Ik;|ri;Sz#YN`eiTsec@_1j>5^s(en1hURxJDTkd3t1?k|4On?%a zsr!$9Sx|!FLt^CPL&%_7#rk^qi`U_&LNU6f_^euuk8X7 zN7ZSpeX`$a&Q4a(aGoqeslj7^Q`TTut3jx+oba3qiwRMMcnX{jnC>xjK*4r#Z{~QgGzocY@NPHYPQLfm6h5zLzPHsBy&wemit2xd zQ~4eh*2}QzVe3)V*-%{XBYu9tE|)Z?`zI$AxtjlS%yv*@1c~}RCLT;xuoExBfry}F zs$I5Lo@j9Hkf>NrvWVS$(Y}I8d)C+-!0nM-yuGTZ>fRB;lt>F+$iyoC^)@g#|3Pg` zDtvkMoQpY@FCZs!*Rg=xliuJ4@>a0D=AEHlvfmR8f%oiQqywjgaRr`;@TQjkf|7@N zhLRWqb(9fIM33o*d_J1;;fml=Khz+eV&mLF3Q1lDJ*N3=UJG_$z3uJxo^?O=5c6fb zX6H)x$dZ2C4}IwGt6a#2>3}5i`p>39Zl_6n5WyI0Bl<(W z1h^dsV6%%LrcTm%?q+$kGT1X7v8~2-s`RruDBS7{6Hb8YcZ}09&ABl%|203%@_5xb zbusZ6wGl8@Zg|b&)P_OCi-i-nCD4mzzLgYmR}F_De1R-6M$jf^8_x;zvYEnhbMc=OE4ni3Cc!z&1WxF_8@i(h zmWDGvUByrlo4cmN!^3m41Ws(eq2Yo9bNPHPN2D)DkvBRb4|sRDwh?@#A$&KZ1s{df z&$-mkog(SRi0Q^NJomTVoqb8R5pI$yyV<+??BF$Z)Z4^zcQL%3D{TM$5J1Wf9=nRh zYpik$<)gyu>y)wIE!s5Uu1~qiLJ}Y7<3)1yEE={IZ5Rv-l)vVmlkn#@d7l{1q2QP7 zJ(DRGgjAdvi00*eIyAE@h2$XFplhvv>hCBc^XSjc`u^@Tte{iTOL!@&wOY*~$RV0- zX1U#a?ZwSQO8%PD= zDFMVHvsqV-i6j~7ke}$$PjFfv?-BRau9Plr#;fLW7^h4?sghor?wug3%Hz4z$ZXR1 z{MD>$BbHt#4ADZ;#VftBut2>}+qs%ckb|S}qJpl!(eH7HeA1}e5Re#K`a>Cb$W^-> zGLrm>&64~QfSgCBk&+y3SqUFbT;`$A`mcxVP_KqH;WYaFy<>5q+(j5otFK7nYu6+7 zQuXu~)U@+bs-7)c^^IG(j?)Q#V=;v$RL(c!U~a8T>!+W~x70jyguP#091TWkSMB(J z<{4Jn-)>JXaObJv4m}wBsGir>j`NJHg~*EPK2EuJ)X0 z?H9c5OB(2mx&GVplzfgll>Mk~qNV{|S;^$d96%VXF>IqD>o=IFQ)UgaMLZFGh9#F< zze9*D+g9IEo7OGmPfz-^Skh zL$+QyL6_sGUpqPkQ)q1vCxz^S99p@By>A9bDnW9TB4^%FDnUP?)|*MMDIlv9hmy7Y zq#rGraPx9~JQ1f3tkU@Er(5a!3K^iHw_S#aw6W&e|X_!8N!Pr|#Kg?L&X^N`02ilMb;Jylva& z520Vz3744|$s#ro6Ob>C8Dw4nBt9WZ%{=m0*tN3ZId{#H71k38;w5K!61|fKDQc%` z6YB?rluG4UL{R|Ia}%6(9_2__Si*x)%8{6V>UFw1-O2@2PeAwO6Ty=C+4&uNBXGtX z3b1X^JGz&jF2+>xcn%bcf3C89z8L7g0E91*1TdXX)z0nJrH8D5zpzJmoO6exH^;Cc}dxI#`^02v5bk z2*%Qe6z3pskr8XG&sn4vO)$$U5-V7BgfZzzAI$t5Ask_-C_vEN;XcFw@)YXaiK5G;XC!>h`FLQR-3Himkrt(}j#za1;xWefx*|M$rB4&JNfxU39 zB#8)5S&EN2pn#X)`p4i-fCrIQ(O+hI1H(h~%0pgix+cxdU~RHOGhbS{vkz<%oN1(jpnNgPf~tVV9aL*P2|v<)BES zS%ioTtAY;xJoniQ(L3r)qt;A-LgaE&fCk)RChS0n>(p(&U{qjl8vnL6`K>WlaNBHHW^+^Ts zcVH~FcVU1gVMLh4D-x1idvsPsNp6CmxIn>f=zzh#xTLIC-r?2%z@qs4tCFl^0>!wJt@oq=@Y{?$M=&i23+-& zG+vM_B}u`7!OWN5gPr7yk6U}28(0r) zdBXZHv_$Pytk~^F*oY0L?j(6^orjvgN6129(sr7OwMOnIQn*;VY<0<659o&!shzSH zqL!GgqYcZH!DL+M-t5v;#En2Zn7^+pIGZ=Uhy|Do2}Fdw_D>phuZ<$A9-`$ppn*U9MRth^5;qnp0j zmfu(Io&WylWw;P`vYp=6S&x7p#k{Q;9TzXXoqn=C=FEbYvLMF}sc^x;WCw~hSZ~`UI^3aL>2k$Gz~epd3L; zclO7Mhg@|T#&=Q&JCl38@FXryC`=uKSX?19$%o_;!^O>Ii@Z}pa6Qf487S24$JD!{}&en`asp&nF@lTm@SjO+t45!Lc zr_$$Fv#1?s+8iQ>M@RWNN-bN(gg4E(sV|#}o9P>yVPd6;eqL9HE$WBGmj3Y`lxTuk z&FTn?<2-_bwpd=VK^}%v?^uY4@h?AG1R?Eb4?spl2mZxS+o7x5!>a_Sm(tX=Bk-!mo&ouc?>PLZ>kv0K^0|$+a-}f$6nj}h=+80sHLDexW18Jl* zC96;~-)o&trDNN}OS`06t44)8E9>?Og359~6d4BvuG~aXAsJ#x$$LC_A0aL2Ul@s4O%RI^*=3rWjXywbR7!~liXO`WPao9BEJM(>60ZlZAZeMwlwKBdcE}9>7 z;?9y+moe@j=_?%MlKeX>RFNFy(m+H*)K#D?e{L<`M%nyp&h*e1q*~WMEfa)N(fjF| z%%doQAk!2!cK=EZtIlufZOGpR#xbShqYxYV2xSNH>y@bq){A`ZsLc$JpGm6{oxV*X zIK=)*N){96mZ>RPsB)pC7t1Mx}l?%CxHw>$C%Q-?`FwJ|xBSE8R z9M~%SC1WHFGcIbdWz4DPU8#+`;lujFtvwa*eBb;pRGIU59iZ!F-XxXAqp90SwSPwp zZyni2l6bH|L7v*g7~-%yoDYBWjIuO-+GDikd9(iB$k z(3uxFOlS|fjXtXlGk-S#<5jMpH3p5zS^M@F;EVscSQBiDd9$+0*1Ey)nr*{gw-8J* z%29(iNfuDxE5Il#DT?Q3K#bQR)Gcp=*T)fX0OvIqjC46v5g1Kdd-x{3rz5nywE*5Y zWuZt_**Wv;@+cuZ;`yRu&@3`5iM8As1-pa1&+<(@VuH_5UT?g9EEtv-u--lkt>XDA z9m?U0ift-xtGVrN=>M3G*m`OpoV%{;|BzqpzPir&vdpCQ!Xm8ctkqKtb`!$omT!h# z50z+VbS0!Hp^yXLU#Q?I7N9Uxj}wPCqHQ#pxhs*b#J>!+bSy z6_HJsUz7^({XLp2UOyodZFw0YU7UH8tZb7;2a=Hsn4yVYu`Ah?xR&3*=qg16i!x4w zXtE-{6nw_2R-lK~aV}-<&`ceh$&WO=E#y))!%CDMPPLMhPvmOHT_1@eHs+xuI)z*v zQ=3&C(r-%8xE)W?;2uImT_>@3PM<6`HR-r4d6b~(T!=iDM5VB1*_c+xT-G-xM%n`L zD-14t+{3ipbljeEWOlmZ(p5iZ?qnk1(!r_9+tcX^w+fi7%i|Mjrs=-5E#x-7hk$2= z=1n(J`&e7$6-v)Fp-r9ZO_%oJzuSg|?<*_qntQd8;i`q->mzoijajx0t^)T8`{(JI zt5el8uhTE?Io-%?`)aWgmX&rj`77?uw~%mdChoIaBl0>EcT} zmWDSn?UMyM(Eb}~m237%$`s`g$CjyllJc~+v`36$Y3a!0x5XizqCXF1*6o|#333l* z=e!i*NZ1cn$K!?L4^lYl1g^%(r;XN=tmSQ1s>fE3TlMKp^aU#8L>&&ZgwB}>J_uoX z`U0%B+k5WY>inXBGIdu03Gf{AbM^H+@{k}lKJHT^mlJlKY?b672lOmHI6JOIcciqr z;g2U}oM~S`#xoX(KbY=a+x&FjVJe*tr;%^O(I#3Y>^g@;nNlF%Wg zXL=#=cBL)TwZiyzIj>X09%Ofw4XMWslNI@AN2yAqEKpX8(!`?0x<8UW!>}HNNyHW@ z4s&DIFT8*l<=}tR9|hBl+Z_}VF|ZW^Pu3;9f1W~`rPNS}kPtLO2MErW<9Jkw*?YG} zw205giN)P<76=ASQb6P)wa1jum0uZQiYod0F1*fzn(yqz5bF?;f<0JBQ9iP%T{-UL zF5Er3h4!1^P|V1O|KgIRLxwj;pg`p~#98{Hy%$L(-2%+#Yo-l$z#OC?1c9uSIj7 zM`B?@L>gPGGv_S##UYvpyMz;Xcp9U76!kCE;;Z#Z!)_%P}^B89^X! z%uj9$AakT1`C(4+{OcLQCn8+$*84oEUvx=aABdu*62egVo*9}S&n0U1jlAkF8g|I> zEp49#ZRaOV-4tH1+yp+v;2~R}10q2U5%{a2BzA-#d4108l#VcBrcKyg?S(5Pa<^ai zU!s2w#(7@lZEevl9k}#2$+~J7>3SCwlcP0rwO|=ay#L)AqG`_q=v*4DERaPx$}zh! z>^*l28E8u37UR+66Dwny0I5{2LYv~Q2=htP=ox1Csh|bMCS${{wMCx`FJ*?Fd^TtT zwavqzSWKu=^npe``rri2!@;F2KGVJiFzTk+x2^f9b(#duJb zFqb(SGrgqA_EMbBsKM>h^i^E7zmazjTugV}s8$wi9)B8Frg1PV2M2B7|47HVE==f( zVV=BCA?o(6PyA+|pjuz)?Mje?lCskLq)t5K#E^6RwM^g7dL$+_9NR;|lj1O5I!O8( z|6r})=ii-PB4=cqlR?p-o#c-Ujkz7i*X18%zmuinM{R4UXA*otc*n15c88a#rAByr zRp0mn4MmAN8;2Ds-=?AK(7a8v!*TNzWExQ?;onHoOj3*c3zXsOD}_~EB|@ya#tQm$ zM0b>l?IXB2O^VKQ#>;jlv~-U&U9F|CnB(!+3g3kFfV`k3%Y7BFaxR`koL?V{7 z%lGbEB4)j#5?ZK#2v_?XJ_3p+<$%Mp|6CUQPKN z)mA&cdHtYrk~^{5v{00pl4@3 zF-g2O=;7jtjJ)Hw7RnQVi4r`dYR#NTc-=Z;Ox$K#jIuD?p%AL(bt;UF8J7vJIZnHK zhoGrVIrUU)1?jiqKX~gd6JE;3xiLlzuE;%YUH?cu*cRTZ3#x&&XK7K_76#$yqx7$` z`>@M7JGB`~9y$KB<4q%FDS6*Ek#JYfLbvdk%iRh#UxDFND1K+Rq8`&CX8Fg)a5TI2 z|ALF!bft13^L&% z;#GodwP-tD@p!mcK1S3@|M{zZ;c{Pf|6}K{Z83eL!QdkQ4Qr zj_O}B!$7a`nIm~Hdg>G$RgSvZyofea-B?6(WMnU}p=w2B)m>h`p#FHB?jGW#dNeg8 z=|NZeD%N_)?vVahcu&$)DaZFWc@iiCs&bh@x#v?2Jy&+t86)qtmW?6{+$R@@@~p#H z8`d3{1i$jEMd1YW66`L4+@hQ7d5Y0|mr-(_TvI;v;U8yeXsj{%{OR;MQFq%+w78Zi zq|Nx1ONU-BpMCD=AFEXCf%X6k8Sw&{-jkk+jC^FIr;MfGclFv8JYX%LzOEg466S_sDG|PAPm%A-@TtjUFuNIHJYf^1agw>Na_C22Kd0vy+FN z3YaD(Oy0nwho=~>=PbDne)E$Euw;po5$HyZF5t(zb&pCE+TzFOWXqE(V+`DpcMJMj zbHk6EryB=&$45(sUS^0NTg6H)ag(^oRe(GGYCAzEy>AphRK4QqGTwPZ8B)vdRb!Z9 zGkJ_$K-LI1KG2F9#YC@00k8HviybXnIJu#ASSoX!Z=5@c6wWb#s>8&tq*+u8M#^A3 z5+oj!Z%ZU_{xqQ1P3yYrW``BAeTo%P%>yi=l;$1Xb{;B5J4K>#OLLv>%jS#{lCR7Y zl23eM+Dzic(Q)p99np?2GUqZvx@1GY$qYf=Aq9E56b@?mSuuZYW$rIGvLSwRVn=8TnU!w7(#*$|+W#~+04{)em zdDGYV?A=cRfw(*##ZmDGE1;@{Tf<=4P}lOuc)ZCP>{ux0hcS-?cVpam!6`-y?}*uP6zN|&#M&b8~JtIFE`d4S2xM;@B>1JP|I#mO8eH}H|j0; zK>Ijk1$4?3GXe%A4tyua4pAiy#KOBB4_P%yQhwi0Gqvz%<-5O!vV;PyaD22lbSZeT z#q~AFfA(Io!l$_%XMWxSxnW<>vs|>Z#5}ZhO5J5BK2c-&e{<})u)(8O8NUEyfC`G%C-f zC*2p~NJg!4?yA_{-0yM8&1$_? z?d7yzphc@2q##CBps|dWh<>)jcBJpU(~9Xv>B=teU&n50@k+-hWZ~-b2>(lUn@N0a zUNTf&dv|G;Oag2;SC^{LhlWS>`Rr10gU~cI+lQU!@rt2gp!d7xvewiu6F=k`le1A& zHqRDQoR9B%CzvNmHRy2Ui-u?M(R3{KL&)`%!x#P(JAv>;))i~rZvtWB`DD$g=*~ve zB_*?ul_780-9h5ODl6LNK%CrS)@y!mQXIPBl#e|4&pqsSSiQ3bk7Ib;+(*+T+4Cn%0X)c9vbO;$$@oBsYeg(r<7LVX z?~~qqWa=r3)z9%p)i+L@+L}_FF3|Kx*j)milS#grsI{ULD!e|BU^-4i#%?BMm8U7bd_FklC$=oyJkE%IU9yP=;GWEhH35l67Dpm{N zU;So;#>QERlx$y~S%+G+)B)m(drH2XZLB+eLsojp^-IIyv-ldmFQ~~f#FBbkvoqk) z08nSv-*YOl&HQ&ApKYb}D*jH-43KfENit{A1g(8Uvlcb1F_nqo=T!|tll_Ys%j1#_ zYQ1yJbVod?$?LnM8nk$=n;WZqhsiZ#-FdbAsz<2K>J+Kkq<^FS)b`j*NvUGm%w4Hu z;Fy4tWwIo6j*ye>y)sG3JLtu0!#(EtRfUz?aiwk&a9fo9SWmvklEgFee}rT!~u5rW>lW2%2D{D7%Ln&;aCs2Z)W?5>2+;(e-7lOm+$p|@de%) ziJLWS$msF+nV_9MlE=R3r1qJ$NEGHCyhjUyHB#?7+$nc#*~~_}GD%s=l93WP1)`MS zh=Zlue_B#cwW5ri%*j#%wz@!&_|~vtSSoOB9KyD+H9&$SByQw>tr_MZ9apntD^??? zAL)!3$`l%$0Hm6~7D=#YcsjMoMIH(v>G2 z!-^^T6)}Mi9`jcFc#is;;E!}C$J=zbddImo1ray&_GjdXL^t*FtL>tV`A`azl!A-o zd)6sf&_SyfRNvus&v6Udd4=l2&i^IJ&Y^ew$~C;HH1tF`$0D{TQ34EpyphNM5x9O( z887J=FrtF|Yu&;`Ri?8uEP)n52J|5bbi3s?*V8YC7x z;1~}xfw}Ist@hdziAP{6sbn-{5NtcbN)mGZm8C`kuHa7nS+TPw=i&>b_yUR(O!uXt zSka2H0~+t4yK^zT6Z~M;FWDz$HEj4?hau?(@?K9V)ibx(CC*u0_ z-26z9dgUouazz4#U|iEf_Y~Ne6mw8KM%%2NKQ2DBxjiJoYIHJ6@o_q`%nj*M6Y$#P z_PDzJ_D`MLVqa;E-}3Uul^vEK_U&X_*2>$n67LMEXg-@TNf?<4GeYS(aFM`kKS%8I zrkTFNY~9AoMGKyk)PUlTYJ?_)R3USMq}+u{MCq%ieVDWoQ7dFcR8MK1%S=R#0sj7_P z!FK1Lk{@1<{VA&vT91kf4@KmgFk3163kXFd2W|0(K)K7n9WYzAPtg23ZCYweRC-=Ioj>;9u zh~WF@)8KXE7$oq*g@b*-JtE1InAnNSOaRn8LQ%_-b`#wS2m`1NE%3+QwkIT6c|+~R zOg>KEOFZ0|%WqB;uRqcrHStw2o%mYaHFOG?sQgV7$uGLf9_CVx9!Fo|`W`*;8r?yi z_eFrWgkm1QJdQl%Uo*9{M^*H!-%yk%RJs}L4}Y!pueFUr9=9#tcP|YWEZ&o+XcIiJ z)}U#`IiIq3V{guhueNMY9tueaI|%dOkR&vN*hvTc#Q2}hS|CDyNPE3Hg^GUeq9Ct* z2)IeErfd|fA?Dy0$k)U;zbe~IVHjOK?u>@Lk@jKS7{Jc!3Xy&uTq?%@)6fx$6fLH6 z9e*)MJkQj?FHOp^JDv1fnoaxB5wZAwXy$$}V0S(iumT*M2OMnAWBK_5IAJSdA&;q< ze9@d^ecGJ!`+vLN?5rK3)oC+8-0sBFp*qZx>IPin(9%`Y3T+r2xw3O+qKd72VQ#kF z?Vgklj(!=phQDVbacTI_SiZNK%vm2suM=u`w7V`M;WyF*OJj^nb1f;U2)ZbWJ$q3S zb}4lS}dTW05Ej zfu9ePnoe`Eh3I}qyFGVh+fZ~t6vaZUpHgsRL{-oD>0ZzKpu+S1j)$Lf=R#n=}YHJ$FCd>o_G=q{pKK!_aN zTT6E>b_;pz*)Qa-Ma6bsVr=9&)792p8u&l?fWdySftm3NVk4W`>HyY*jSNp^rl|4# zZcXUKMPX*Tmj`Cm*~KS0i4<*VO?@PcRXxr(_iD%&Y2H;GLBHbplF&a7T#RC~G3ICuRpXsU_a46fP2uFtu zstFeC(zYEfxWYr3*~_&T_vC>J1kX;k62AuI_gixHE5y+WA}J$L{Yy@g>1aqtD$T6*R#K7B1J%f zIO&kWGwIUg0Sz=oUeMeMpEPzBU-{wyfodb!tG5W_aY&p!)LBR^rP3$st!fD0D1SK% zVs+tUQV4qC-{K5v^74^Nd3p^j`)H;qDx1f!@KVD$=RSEUEn2w;`wUf>Et>Ma9Y}W_=CA6YGjjlP3Yvm^O|y< zVJOvYIl?1QaF@mEF|9g{1KZhuiz=)@1J(-EjsA9@|HHYF%3WdEt|wU6>~QQ#R$cy; zbgc>OW||Tw0I5IYFg3BNOR53-{8Lye?kc}Sl&904;31By5nA{J_u5};uqB9D&f3xP zW=tb4P8u}Q=MOh7ZO>)Y&lug~p1e`xWm_v+&>(j)LCyu5Ri|U2sq8f!UJRG)F^ZJ_ z5YUE4S-{Btp7crN@9PQ5&vs-@)IDGVC)8I?*sJIcwv&SrxoDKe5}VHatM|FKknEh8 zlH*Z)*BCA|&PLGccC{G53iR@!WRNVdRv)5h)RN+`uJ)iRAcoP#IL2;Ygidau%U zFBisx1(geP_ikq3bVPCz1t&<#Du|3%vbv3iP-}8+LX2| zMS!M0lRPQ5;_n05Y$7f1iLt3&O={{xzgiq-jLPT>@e3Em4!u5=#e#@j=oZ6@qP6Qd z`E@-r745;_Q6)dcVyP)AmJR2j9uIJ=TqXDP($~9()os0o4?P@EmIC&;qGn{0`Y%kiKaNPs>v&=9uaa55?9m6OH<2*K~)v*=-43w%p1)&Z4$? z+fr@tB**GkqWBh^LrNvoqz#-!MU>{Me$*Dexm`yQg_o|bNf`XhX7;1LLV}?RqBjH_ zFtODr8?3v$q6~6?aii~jwWy9)l-St;dwt-BHYIlr5U8R{7m!};SfBysSU1_{QA&h} z*WG-;@>G211ns|i!gHsHG6cruOpCE{c^Jh>0JR)Q~YrNy8E0hyAa4VqTMrq8X+~?9~#^CBWA^s5MVukdE@6ejB z-9@*mrSm4q2H(PL!#Z8#^ZTVOLg9sguk~s2`IJScfq<{sW#99$yNCOLkNaJtdf&hV z(cpO^Fp@52UzDy&>LX?6t*SP4!RxybmA>tQ^8=*g%%rA)yF+*HKIiMgJ~%o$;^mXN zdt6>U2WDh*mKTGy5#~9=xNty28;Y8QUV^^rtP)S^$np|C2>ouW{kS8tllbFV!jHDH z*v9$|T*d~tNd6DQ?go!TvI0YG<8gym`snMy+Q_w*+yT?}lG4EY$kcAMkHWZTfATjo zboIS)cw6Q) zL2F~OikO5ru(hb0&GZf03HNdEet!A`#V<2$#ulUU>ij9#wj*NnnD}N`2UU8st?(Re zu0X+3 zS3A9+2}ys&@lF~#s6u3Ez2{sSzFC9tOtXsJ^ev&^C*!ZAakXp*BZMAm(TiMNajPNb zA)z!On$qH39Dy)NT7mkyef?%9=;Rc0B0p7v?eV z+6F?qo&Zu1j`&@i>gkLvgQj@bR~akjhG!>JGr zpfj+unG+qYQ)HEe$&|*K%lIW+Ahw5{UTio;RhvPlm3AKQGeKII-5zGTQnxxqcGOy; zzcsK+P#AL$bEzrPeU8H4AXkCF+=dei#hqd%7TNFAQ{GUh=PlEJ_N{`r4)o;DFy$g` zv>Nhu%(~gAqDM%SxOLP&NA$AnbQBXX3g>X9agUH#q6u&0{=>5je^e7*Zu?8CN-c8K zS=gpU4#eBTO{@!B@(!N`X~1e zBOmK}*9J!7)!kzn1K}&ROat>_wRwxAlSG_i@Fg$!9`~QH#X-@QCkmS=2OzVrmBs~B zn6gHKaRe92Tt-_~lIMUTU~o2DkRalu{pQvD?P=5-_v-Kum;1Vjr~5UiVe=8> zK6`*7L!Udm%b9_V-y~q|v5@fyZ92MS@aMzDygB|MN#ZO?#M=lpDoySkr`bx4VHehwS#VZ!A(xQAh2K210?`!xKuX(#DTG^Rf#l z4sWd4x|IQ{C77k^pB(-k?3#X`msw6(fv)>TJjX00hD!|qB;4ZF!Ms*980g7sjZ^n_ zI%R8jO5!g>8~p{39G3We)<_@scJcTEvF(L8XNhlcBC2|6c0=>I`?5DzbbghT0D3{V z82GnTgK?0uiWm|qW7LMCW-~A_fS)xWce0P2mBnJ=GR1$gc|AQn{c!Beo^^2sICTAn znd<4dm&xVyPM^Nue7!G2-(Kps{V9V<*Lj&AN$bZYo+7C+vYt%ca5^@px!Mxj&&I*KEEUA`t5=t#htR$oWeof{@K+@D<(SME%|2kJ z@zF4^;58TjEL%2Ok3n87yrhA~nZ}FF;VJIR;H5`WIj((cpZN7R{69ekj4lPNAJms+ z2FvPcaMe6ib%>cfkUw-8IMroqRLL{~4M*|l9osf5|5&McIjDCf`WgbY9c7u^$KgL~ zFHjJ<>O;12S8J;98f0ZZ{Odv!O%XOb}auM-o8hg*o3RDN0rfRwJ~P zZXEdWO}8k&i>@kU*9cI{s7G@6G~m1ICqU_iZwgT54_q_ms$0!lTc^!1+~t7SyvQRk>uoBocX%skO}PRU&@Ee z!)VZTb9}Sg0=fgsTN0YYU$LCEV&Y6Bsjw|4|o>^saF%&J@M4H$4_Z?ehCHI4$tMoxpkrzsYx~|Ew&O$mZr^q2Y}!JO z+(E-oQN>($c8O`M2!*Oc=citB-ND|6!W2MWWE1is|y$;)6+KFEb1-MLV0oY?x zr~ol~8h`8J`eH)sK^E19z`&`E$H~lhYTw+vizXFTSY_z)Nfuq68f)!BZ5!BXsBxiX49s-Azkzq?vqKlfUfE5{>q<}IWc;2`nO$v=lcf#FOh!h4! zs>+MHf<_GF1CRQMty!LV#*42P!Yg9LbJiT8l3cnc6Fe%K1h)LDh&3oWbe1^{v+#F; z?&+xN`_puo-V~&=Jg{C94+mesmHbvg)I?Bwi+8~QsN9@dGu?eKI3<-2*`y>KTrxDDP^>9<--II#eixk4{AZ*ct*>g_)+q0JlmEwV)HSG;8S zh}OXq+dAsoKjHV?I62*itbfQ)N|Pw`++*om`%>J4l3(d1e%K4rzN3Zz>VdsPr=~eS z77tGb$=hRi5FW|lwh7Hmp<(b_B*p4VZvbOrw4|Q2U23GXOgfoPT%lG{UQT{_KJu#R zi8{qMW~N5^VWkm8aOj(kUj~Qn{4;0vas50s%Z)$RcuYd#K{|`+UsfY_rj`!2$;*z5x{2lOE&0TMmLGi$V0dVg&;A-2?=t0t%(x z1PnHS3IkQmX(#Al0SpBrc#8rAHZj9U)LH>g^xEqT23A80)MpAD$RLL*cv}Q$0G`O* z2UpOL5)FxtS{4GFh?5q$uU?7~+cqu6->?-3ED;>)Ssqoew&i~cnt{PY01EW=QsH0( z9n?VrixLf)Tiv)pKy-it$3Vb-c;$fl1Tg&#tpUce`|l!B02-$MzlPNSVD}$@6(Zn7 zsdR$3LjcpeHGu-lfWamJy;_l{BGP>HHiG&)gSqxfqnpc_JHOrX2HnS$Jm82tQuTA+ zFXVz0P=Tg#7Pw05`e!{XtcX)x)S%ldCjRa&uN@Cn|E)YxegCd)Ndx0wEXYb`a_cc7 zMc@5h%L4L>uF`J$SU=lNIz{WT4tRAMjxNh4#7d{9@SiDK`3S7+R2?6W04$h62X&H= z6IkN)Fc-T%5*13+9&rlMeNE+h8;td6AYGp)7b z1}Fnqs^!1Cu>gkT-SJ9 z|G3K14u0=~hnjq1LWivJKnz@hhbXDHvAGz;7(KHyPJW;CG2Z;aGB*h^5*}tGFu_t1 zSh4(w0%dq<0%g!qK<&Kbqju*y?49UC4M_RIc3<-%xt))$oAU|jn^;x>W8g@b7CfdxUEODSeZ!5sKD;Db=WoQvdvBDI}u^X!1u(q%T1vdXV7ta zWL`Jk3ES`Zw^ZQja8!&}U1=3eJBN-kFDyr{>oJ5KOdDOM)|>pt;Yj4}(Vvzu0=AWz z+`%kvcbrFicf21$cg^p3Z+wUn1Oze1psN%J1RTk|3^ZVZ5(KK#iyI^$00c@F1L-x? z3Iyys4+umB6pY>;u-gFzP)_qAo$`Pi`Moq^JZC?_82P!verRMH8417`^_(>Z^VKwM ztHOMwWGNZ#q-qD(5>j3grc?BP=LxSWMA!O}Lw~fiKz+Qy8}-~w!hXOi2(9jLRR#MD z*lI(4G^noj?8Cu+bP!$MXfAJ)?gjOK5ADV~Xzj%_YW4e$up&S6z!(Xz^?#$=@uD2d zl}ZRJm)^k|{U~ETGvq+AeRmWW;P@Hk4d>7q{lqSauKt)1UzUik_H;($^z;y45(+%@ zckBP31So3W@D6i}Z=V(P2P}p{7Y?9&;eRB1oYJ8_vVv=KaEt_I#iRYCL{+?NXf6BnJeVammgqDQY`n4iGtB_tAECU4ph^zwY zF9v^sQ{F8K{E+Q=J5ds6I$Vcm|BO9U@CCo+0Z}u!#4-DkOd{T7#2kl4!afX`1|-=n zfEC)(3XU)OC%xHCB0fRGQ)W7m5ZwyQ)MRS_0hsAr3=sSg1q$#gAw@c+_3t$W4p5Ls zCAu90kOq%*`X8cFXC3;l`w{byo*7(>{KiCIi8opB2cQ|~K9MM7Rs}fag1-L#w}*aG zxB@{Bl&qPzoBtnv2Y`PbIm1!P!UzP7p*-iL0{BDyAN&sh-iC@J?=GJ=%n+ogD*@UQl#!;0kcr~1EcV6ZM2zR3dEvKEZf^IuzbIR1mC&j{HID*hjQ z6~HPXZP3>u)JHeF^=CGqyO%VJufer`Wq|mg6prpO;|@X9S1i4wlv(xj25=LL+3#x| z^c8Hk`07N#n(44C#rtHDO_pgtOcsPXZHXxAZti8J%$x>n!`5kk|EiCzrj==XMZK7}Gk>hZg8f20!jaHt5;z!r3{WuVuDd4uk0DmKFGr zkRIr55$HafeZ3_O^;{GeeZA#>k&_ud+wEh>%{`Z`Vz~n#!q53X-NE>8cQOHJYyet^ zI@9uhA$=kjgnH$(Fc)*%cZ*m5dTiXS(XFB(FRZ-DebiaZX}DZfG^!FOAB=C&;M}z zpKDa*e;ohDW%C^g;-33A4Etf1Ry(3k#-5iJ{)TP*F728|HYadC$Q%9W zJp6~pOuHtp;Q$UibAW1BR~%S#G8>)l3sEY}&#p%HqQMExK`~zi8r-?$QIrzMOH11g z6(;Nta-P2(JQ@`8nRuag1*Wppue~AK%8U$Lc?yRO+45@XdCsjdkQM{27ypyPBHFnj)g+^ zv|8fy2Wf%JrqZR}rYwL_e3}8H7DG@>{su)YhflrTVnIaxl!VW^^vew$3U54$A8hbs zi}vK2N2dK%bOKpas~fL8Un`F4R;n%Gf|Bo|fF@;Yo({WD>A4~Hz>oOeX0cw76B4N& z;5+U4n3!qw_;3yP)i}g|w=Gr@>AmhLDNldT)pHw{Nq6|rZ58OftwEGiCd6MH9eUUX zf7tLdNt*L&inKqr?dpsJ9z;bnxCTl*c_M*o6m-gI7v}KN7zzcya|=R}`Gm9=$O4Bfu7H4i-BbdLyv|G~M=yFxEzCjz zOJbW%fn?+aj9d&sGHHjJKDXo#^)byWTAIZ!+Um3}5)>lg0gOED8Rqbf9RlT+g-7CT zQOd`#08K3HrC&T24CNHzA2SvR^&*cN=3xKdW*(cNPg4QS#AbVhDgJ_k2N&hcAnxBB zV`KI9TxMlu&D6lc`H$i(fMOefL_*0MK43wW4oCJ97AWNW{#ixApayJ`NBQbJqaQ^t zgi=)Dpl3YAL|Ei@Sdjr!p&+kfXwlXZe<+o)>(A%s%V|9>$VKcRsO0}IDO;VlH<$N3 zsYDqBb(K~?fk~37^Ix5tY;r{Xdf=j|((n|{o#Qj8cS!sSie}-)VsdRF z&|2fwS5X4ae4J&oQZA-di^~RARRbMf-E)S-y7~`XBxrkCsasyWn8#;zOa+0!*F%65 zk25rLk5NnItm&Ly@XjZira`xG>7>DUNDzvwc< zUWZQV;)ughRr&#wyuYPtDs^7G#>0jFYP)Edap{ZubFgwl*9lhn(NR6FOaefHRmQAG!d3;$xC)%`yf&(c9Tj8{bA|$`-Jg%d6m3$`z;D!KU=!} zeChVFbkE|6<>Pm^bo;z?`@D4fymV(}yQSMV8cVlte7AJth?j00@zU+n(jA`8(p@_3 zrCVd^E}eYoE{$Ef!%P7jHkNLUwWQp#beEcz?y6h5W4CliddNggOLvqn-7}h>yTVl6 z(p_#|x^?T)UCx(o-B`LyymW`A6mNy3*H{wu@3nO6@k_Tp(b7G0+|pfYTDmna-6dYf z^$@Mu_1TO8nrQ!c`PL2~@SScIpLyEL_Y4y^cWd0be3xF(^4)>9%A{?F@!j(6w}k4~ zOsDC99ys8;ctTPZXj#xATKdO|7Bg0~^fieVGe)#vw|64x(%mXudS9f{r8W`L z#cd1<>C#TRysa`lq|4hXg>;!R=`t&mE*noOT^>D)q|1|+VViNP(q$*zcSxjmk9!e3 zWQXR3a=WhTNnoj=XNWSugcT#MMdX6h_cd zdP4@9O0^c6%Chae*{Zem0P@q`baT={CqgUgRXt=nuoq5reWn^RRc}ZQX^1{jW(0N5 zgrv0emexGz1V`%GRAl2-6~nnIBP;5j6?CaIo|%amV5-Y*sY}u%CZ63baH%QTm?oAT z8mZ3&Ind2ZYch&V)k;v>Q)TMg1*DJ%v(eG^F*aiSg>O zsj)y|%p)_Pc8J!V%_>`LE2c6}ZBmPLHs64xFd5^oyfQ;`+cisJDvGaSRe#oQOKXyw zh=eI&kSc4!!DD5gd+xdC^v!i`s)RB1kf}m8k@!tYtCFAx_nDFjdR)&z^9~WB-76eW z(5KVw9#DrS)S+CJ5>{EpkDX^cMhjI4Ssnkw^+wu#Dor{JWbPvn4u?f*I^u7^Y!aMxi;O+=FaKE;6Qu*{l?iqZV= zq?E1tS=IFKfX#jA;7z_MnGScF>vx}W)w*Bh(r%k-5_f#r!`WqzG%nkvTBRbYOYhKJ zWv3XIuy?roU=eYLJLI@0?anUS)41$Q&6k;g-_yMYqp;>y#7lE4{ztFDuixo2fhoni zyGeHITnZn}1l)QrUtNxkmxG%Qb(JSh!^FSyW_HKURE&#JB)4~f+jq5+{c%_5aee? zU0Yd~RS}7(>PL1omy8YYb3o-lu?$4wxrJDg`kKY0%*3SI#`{=A{rtiw7E+b)h-SEF z_htBV7dqpQ(L@E7DzH?6rJfH<-BVzx97}!kjA5yLXAVofbCR&sz858y`h0<2ZRDtAJ|l zC4Hi)*nM6W+F&XR#SXnh9MyL37oQOJQdjSz_;L(dz56f0z0j&{Z@LBrKY}ki?#`|$ zK^J_VwA=3fzKB1*OhoMawME*^cYGgrk&l;s1Yholn-}h~yWjJquwN5)^qwb0{J(8h z&i--b>}@J%@3?aKuI=OQ+SYW}wsv>H5YluL71R8~oPKqAU8*4*43HO|H)I6s8U^VZ z%^Vx1@mK2@{&UD_ZjN1?D?jJpnhny-0h(AZtyjkl>t!1MY)QSO)}h=5i3DmMGIMM- z1$?UeW{zEuQi;&#`}m0Ij7Jwm5aY&QM)!ni{GEAYE~Jtq8o{@EEyQIBRrRc7Wx8aw zJ--Etu>CwrRQ%PtnPc}s@7)<$VTIlDs8jClF00x)^;TztQnV6_eibHqDL%c#TZ$S% zEDEE0k_tTH6ix}4n3U}rR96{=ZNmV6^ck#N5*Ld>btNt~l@!Z@f~}-px=`4mG!cEm zDBG7NQKH$4QdooO$JU4Cbx$`_r>`^KQtG8JH9>sO6-F!+A%0jW$}lXjeZtDRM~*e* zCz|^Xnk1wn6IwYks0=&Z^)92|JZiIUSj!d)5g)%8wP#m5F;AIA$|I@Pud48Ll}3>B zsjGs(Dk2sN8PN;$rnUq>#M$`MHDaHWH(RPfwFkeH@h5EhS@fVAJzKh_$I7&k@Imw| zQ}^)E3$r4%cVFUT^a~?wcbbG;M*+iSml1~SeuC^~aG9lXDs0Sthlbq_VNt7B87tNZ z{na~2hI_8beVsM7zm)tAJ#zP*fyVZ-#`ddT#P@e6{!%uynWRidrtBKq z$FJ1ba7*OI?l8ViKVZ-E;tihHjOyLm5 zj&c|u@ghY+lAPy4Q=)w{evFK;LnBmxp`Prsdw=y5uRz#>Rk4+djOtfc^-g^B*JE6?A`$GXyS%0%qfGo-)oqmNT%=>8tZyMb zX01v@54u3vZO=X>tTg!AYn1&9%@gt$R}QMhn1?)l`vz6NQAUv=_)0p8Q%vK_=@^FM z1#}dqnCQ9H(Wqf>k$Qts)*Hn8*xk=QC15&LG{<2|rpX`wOT~zI-ya*r#<|YO?)vpp z!hTuU_0K*f;s=)qdY470jpzV%nS$)QXstyeJ0 zjT%WJTe^nV!(}xEBm$RpQ%M&BXkeyBO;%p?J-IHHO~pj<+q!7f@!)Y$ zKlob_Z|5fUuBpkYipaD#sH%W$a*4Qzo2$>#{#|0#QCzkpaQnn=)f~FaQTu(>h_R zZ~{2ous3>G=R)i(Smf;&DXnAi6D#9~=Huq;>a@tJ6mq89#n5ay8HDtCkat+%MAj^UESjQgk*tlU>{83Gy-Zv)XS8(I|-QdP$mrp6Z5 z=K4lqs`(`KP)lKQY+-G#ZxkjQCvT|9h?}_7M{CfEx{q>JB+lJRICm>7G59X&yB{qh zCm4$Kpy4NI_zBjw0+B@tZ>PPrsc}P8(lwHYsHAH&!9#Ct8vkq%9v$6K8({u=SRPjO zV9w!aHO1_BYm*SC!?a$;XKcc>9_k@eHevigo#KjOoD1<0x~0wd%iUt4>prBLe+@SH zB@&nvx}nxt!YsEY*x${uw1(VDJI*;+?(p?CTyR^z8k!M^D8WdEd{)bDsne=SWhpCf zj_$&GLf#*BrPk4iVyH{N6f=ezx*vb~5(U+R6-M>odpBzY8b7Ao#Wbz?5Rn)<8x zVp@|0mk%gRjcmMSw`6W9_`DK7+>F;+eKY(NAg#S2Oq`}CX;-Ljep2Jdw66KJ7AGFB z#8(=RCN?dxp_OPAIu@2NlE{$;o)p=TRlBOGDO#WDnxf4!z3iFcNuC)QtdE0AME_Gu zAIr!-MH>df2u8*aS5d@1ndoeAZk9YcMH%*S)+_$pgU|JfVkxpw z9*=e!g>3WWhDJMo#RVN;bqy`iaG{cE{IM%(jjn5az*|b$EhvuNmKx7mui!AHX}6um z?*UdiiYGWsr;Iu-)CP4t(uZkjT(2PKppiI|KLtAHOfEFP#Fp#<9wA-#06{+~sE^_3 zMZ*aXS+9;q>IjMQO{$K41sc+Bl8oJf^+(n3mI3TOsTnfG1NF!O$y?P;ii^{S^h*thv{dI(OI4q>A9>yQJs$M2%t9nHb*#k$93;F{Y6S>`F z^iZOQfBm&@fBk{c$3K2VY)sT}{Ep!tACeo48h+~Odw>1iXC8m#8FAaj#2cP{hw+9# zy?etK{`E)i+ETwg@ir#@aD0dHjT+wh59@#Z_J94i|9D*7o~U7S$MAD<<86t*F$r*6 zVASx3e)1ph_|`WceAk;cCJMuV#yI}-Hf+2t(ZlAB+fZVF5)u5ShHLK_-h1T+T<&KV zGz!E8Gwz_W#^0@mYj+qu=1$y)d*}o%z^yo(amPkOSEAw@6K&LggN;O((h_mMWCXMg zpA`!I6y(d-dpts*CoLZfC^Qr!OmAGI*WVy&!Qe6d^oKQdwvf+BEs2b2r8G;RUNr>E}K>gI|m?+&CFN;(1 zEbLC>4_v|9kZuC1f{`zFqIzvQPm829EdG>3Lc_Ym2P<=F-NRC#2}8hz*PTmfQg$UC z5}sk|9sRe*ooiVMXPo`;RZ84eFGW;8gev~*aSpV4EsbF~VB+=WY4>Ir^yYY^-HT{m z4Vqu%_!YD!@N4k8AoyI)l?`$BfR&D1Um z?y}g`#E)K&`6l%`2Z3<+QtHxmyv$&QUkMsqgV*JLK07qBsz&SQ z3f=+0kyQ+;m|jo=3OZqhJ&mHp#xnv~8coBi0m70{f`g5M)<>kb6-LJomZ0iDbF!4Y ze05Eeqc~n~fJSlR8y)`w;|2%sUPyQXGK9?lxe%c(76FBb@q`$oLPvH7O69O%K$RDL()#guvh=upt>zJuCi@ z8~ZP+S4gKWz*yxWt9es&bkOxXp*F>+O|PWQrpCWjJw}btI9F@=dsG2YfhS(LFaCOf^B*PMTd0+7VB>tO?Ka$s9nDPUV!4yJ@{jrO1R`^hveUZUm z_Bxv0a0Tr`9x~FEbuFvw_!1SF@&i`j&8JyJItVD^g*r4>-^hUVVEy@ zc%^!YmpqSGi?&N%%-RcWrQNXWyUuT$cW%58YG^ZB7mo!^t6;Wx(4vLa1B=vrCF-=F z25e%b;7AgZTEs3$ld@Iu{;TR0oDUsRz(O%V8dUhu8{bsO)M>nxJ*<2YO9XT+-~o_t zfw_P}Qm^UB)GjfpUCQxCX4k7m&sQF_ceI+}n?UIEd==I^d2Nf`iq_2r9<030_MMW6 zOeaE{jr_#DTkbKn_;c6ayI4KnIv3DLvYuP#pxJWE-21hxxLu{kTb{6v5fP>tZYHcD z5;cJsk){NVj7Rv?MDhPeA^ou>J&i^%fsT(yniaa_;t<18!lxx9A?up) zeWM~53jptGJPt^yeW~DM;0fodu1#1E8da~5q$CYuJusCBQ;JpoBHll*dAEntv=MSU zzD8vgOq*wIO5q{Pm0jcN{ zkNP9Zqtu6x@BS1A}bt*}E45%60IWfhtV7e#1?P5z6Aw(9U9*Z)H zfuBWW0rONBdF^n4As1L}E>LlCL7U8UzjbAUc5w=85VeA=#Fs?W}a35Q~IhSwvPX zk-wMn_1=9)-L~eUDpJz$g>d#XlOX0dE z6andNXDv%YUOr29*0MJf91jhSZy_?1((;;gxFKj#v$0YhIxy7=%sgnRsz!hAh8n36 z6&2=nmrCVx}-D7|uRi^IF zI?LmQl-2CiIGOTDQ1pGj3Y}iGO0Dx}bp@XXx&ZBl#&f#S#szvzp|V|}%JkXb`D>wZ~^Y><}w(09`S%j?yM)Oo87;ftQ}FK*YBt zq19{aw2wXFvnu6{iDuIVg6d%EDcO)HHLxRqU?YB^GFlMkM~JmXA&32h7K@O*QUWeR zWo76DNR`!Gf(8}6iQ%0_zK9;8iABYciWW=PGw{qR530kO-x3`OgD0#KFhJQ2cODe+ z+kC=qWO9JtXfC4|T^^E-A&8q$5Es*37ov-_TecDO)yGD3$m65``2#`xG-zl;Q!!Cw zeNJTjfhx-mKvX?Q7EBp`criKSK<;YRBKNGYG#`~dawL$ z&mMuxQgpAD<#o>eLGl)3Ad5xqMonRfNqjhc%oyTJ~?JP(ULM`XV z|1=!2a2sG%m|k%_QkNTn+HlQWoq#Y+0M!y!0m)`zql#{MQFMzcy5+^#EplwP{G)?A zhom#fP~C5&$ZBVvd5}yOF-wjvQk)2)A*9a(_}omafNUMf?JxZ;<`=>@*S1(+_KCLE zm-}U_^<}er!dUCerg7GnE%JDzZ$(L)W!-mwhRkZh1-#o}F9 z61WS3#s#;+rteq-9=(d?e?TL_w<2N#jN<~hk&H3@O%@j)E-bX$+8|k3NgDiM5N1qB zr(50aw;qqw8;k(a0KZ&rggM0ScOrU5!Jet@(dV9fj&L!VbgX_$qHVA?2~zrcM65}C z3hs{|>!{OkGyyql$RnE?9*tl7M!FCRmy6*?DSsiBEXP_}PgtbCMZ* zf((1rl~LVO>oVP;=2HDesnqvgQsNV(MyYfn9CxBhV`XIoEjRTH_C_XHg+I$-C#Fg= zyh-SB!swL_c7=Q*9CxBo>YICfBckYCN~(2Dj)Y{@7agINp6B}>J8F3;)rdEu7{~%P znfQqg_Msyc@kkMiw|_r zr;TlhMdz$;i^q$$$lKzHqAl{ac(Q1Vye$qEZIQRd_lma2+v590TjXu=gQ6|+wm4L@ zMcx)q6>X8X#SdHC;v-sCor}KL=RzYN(HxW`?ZX-#rV?~jbwp=6%{$RYG)JLQECc!T!wVD6^`=B|?buna=H2&xT`!r)O1QuL7I7Z&XXmq- zx{MvFQSshONMGmzTFE`14U0s*<*%*1B)I&1A(=u2nRiL$7Os6n#+Q{Ua%C!<97+;;z7Uv0Fy= ztE>hQ6{79aAAQ<+SD^~e=HGl%vm171-*DxY{F|`ON1v=Gf2*ZO9{kej;F;hYy4mf< zcyJi=jf@XmM3Fu9pxKGPJMnFW6|s^XJp$(x>ltsJHi%ClkN0Zs)X$WHFvi6{Jr`vx zptubWe1?H5jAGsLQU(@j1aXx(_#qfn-D;hM&bSN{Okm5fl+7WB7ks$|+evx?>K_02 zTr1xkITy$z_oep6_)^!ARKR1EfF3ZO4LCX`Ames_8t*#S$oO5CB1%+cfrB1d!=vo& zQKK4bp5tRC;^4OOa_2#wxx$o|2+2dQ%r=OYt10k8(+?h^49PJ@2J4(FAltW`vRoLq z+oqOvTXJ~X@T9vsDX|?6R{euMv|}ZE)L)a7U|*$K#C#CGGb~V)0zyupO2G|2{Ge!7 zcx2qQ@05e2*!o5O7nSy?&#M*L zfOSl+xNHON&T}=ypIS!YehBf~_s10W)use4!g=#@5t)Ns#BBO~BKj{a)w+i75~5{@Boz%~So05X*&G0J}*DD+(gF$b|*| zcuQ|#_pg$b%WtVUZ!-$+@a)ldKPlon7SdoLmB}qNWxK2w|MZWTnnIE;u8Wv4Nkyx; zSJ=f6>e(;7^GRWX_zAH8iO71kEB?x#(mGSRWhqtQ=B16mT4lS^_#c42~)AdP#K9XnzSiptPcz=#K?Ugki zj99lQ6v;mF@81{kldq+*2wDmBA(K|b-!Tx*@xvuD;WnKuHBP~!C}br(dW-e4Z*qQT z)~i>H5Ajt8CwOVu1|7dCY|sixz)T*DyO+#R%1`!I88h! z^f(2|hsz{%TxOF#HbyszpJ#sjR4#t{ocO6Wi61z0x(qm+riGHP#?N3 zldci9jf^tvT(y{^w#jd50XNgoV3WHP-VoI}lvO9I<`1tVX-c+js-1h20nWTc_5AGO z8dsle@1U$;Aw$r5OiPi{oji`npTJA&Wp>Cz)A8v7)1iYstc{9#8MRsfV+|_p zxyCbeO`L)Xpr4!s$lEZ9(13&u5x(h~3}{Vxklq2(W5xHpk^{a`+@Y+v>@j%xE4f1b z#zQ2Bg zCK;c(c7;tbRk;-JB&6K0hV1SiXVKg4Y3K}o+P>^*lQNXYj-6sCpTEHp0uA?ralY7Bq#Ic`m%n zsEyJ6n*HF`yQFb+&JoBN_O;PkBRv1!T9k` z&W6W3sGX8x*9imCjtk6vE-sz6c3te36=SN!Ntrc3o*hUtKWK!V(ngR1C*WR?rKE%6 z#Q6;GbQ$T$ziy}GF#OOt7g)iu`q~i#?34{+BfgsaG(CHtdxa0pbk~;b4*c|~d}2`2C>*Gneg zY3!vOrzk1EslM#OO*G@6Avn%5`*i}m@fC_qyx19r+{z#1}4f@rt8d46l zusvt=ZSfsXg@%J70^as`UF8Bcr zs{6a>j?}$rV7GSR@BLkA{CRRTJrHE?81$=y0r|2vF_Yd9X46G6KSIE5NeZ}t$P5C~yp@qr zWgF5_slNb~9-4!C#qIdJO=(y{BM5Ck(qYP`h9xE`gLef-_N{gu z(qOLaN$5Ls3?90OZ{H0E-8~Wvm!Fu4VTvCe z_b0!d0;PKMTVFxiEDZt0oNw}KA84zd|uIi~* z$oVj#V7_VU!1SFsHNfRAU=5K`_T69nwy>r6n-`I9KeJ7| zG4ZTstJ;`?jkF8Wc;DiPLayV(gZ!lRMAg}wx;WHKJqCBoozN)Cd8%uXzST%fW-22m z8a)OUI2Z*a7X4=>S96EtdTu8=W%8wzHng+ImD8$aJ;XsFIWT~lh~rG`R>`VN_KXCJ z1o?4>{Ht0@u{rBU_mkRGF*&lfyMFi`!4CZt4yK^e+$u?@Ns(5h<(2a^hy4j+p38%x z&^A78J0xeyjgBjp$-AW^7|b?yymXL8@pmwED~osyC1t>|Y>Khz)1slJ)$`O1i*!u3 z5x`%XzM2+k&5%OVT1`Z8*CM0>6}*W*cHwo8u(6KR!&reoQQ;Wk%*z!8+(AM|jevF=5#^O8(OMzVO5fv8F3wf(A%9#;3mI}orSYa!EMV~)&^Xr9tg+hGsgg_F z%E=|}`v0H3_m8&fD$j-Ioa^V_YwvRwa5P5`ZRTF09#T*`8aarxVIq)Fj9BaKjo-}} zU&c4`hhrbU4nb~4?pKu)C6y|+REZKz6eBgnVv03t)Yza&6l<(B5+w$e7*erDB@vbU zKt7-6oolVV4~GP!-ln(sgR}SAYt1#+oO8`N-}imq=kY7<9{io)ireg|I3lr9!MF9S zxMEC9OkQzY<%-K{@0z^grgBZsikqHt#TDw6YkepPuRwE_s&c@DnW8BI(;U&6Usdsp zBy-J#Wg=TaKG?8J!B#i%wgbvN7r9ABA}VoJR`MieC6mkgyS}n))7_*cP*t&=YlgaZ zYMx(+j(DjkrMonGs&makB{~8N)u$mw)mW%LrKMWe;BP$NY}N9}TeRp$ZN}e};f`(8 zugb4}2Cv49c(d*w+vV0WWt20dVs9w%ihRS_$ZS$DZ+aHp)TQp2%CCRE4f5~LwmRQA z*XsPuAnuj7B)h`f+PieM5pvW2ylA>;-F)HmZZKZ$4ybNPPPY?Gk}l8xk&JMckXa-| zWF?w{PgZ#7hH%}XUII8R`>m+I^nB0!s?0jDesPh~h@H-O8F-4l11wq5#zy_@3)>-a z-tEXXmbGI-!`*b7I-7rFz^0(_PoV+`S!Zk}VRyOd*r+rpoac8asDU5vttgwsi_7Y5 zaNLuSDPi}g4hqMhQ_f-zEx(g~CvXRQexDAeL^pl)xI0pv6^dLlW~nFXg699$F8Jzi zx(nW#+Y~#4-$EZue7e66Hh;Rm54L@Jsy^8D>B)WYe%}Y;fW>;ZP|XypU|2#vL;W^_ z91P3#JfSBx|Hdnsr5xp3UR~040F?w&9#c0qvi`TZYNnsIssq-U-UIM>rRCM|ey#M` z9AQVB_4)gkNhI!AzZS9~P% zoX*7LSOhbksgSU};K)hnfn%k{-Q{b#nEE3c&3es<_*;@uGizF?#O=GNx{tpBGBD?{ zqWLFhkS|vrPr=H0=^>W zUkLyTT*{E*Y^9dm|Lsq`_lq}f{p3;gC+(no2PHd}Vv+-)Hbybf`6b*mA-^fq1)P!; zR;Annd#?R^=1&_QW+}r=QAI6=&|O9ZO??m`_c^RGm?e3Yj($@S2L?b;gk!|8ygd*S z1HrCXiD8^8v5h%4aF74p-Kq@6SRcX|!uk&kix0MdQVpciR7>?-+QNs6EGIN5`LfZU z!vfkE@;tmt{oh5_xW79~NMAHVI`jOIIXp7lE!la8gihNt@-8@uefP+R?ylH(M?L%Q zO#018!dshjkqbpTmJ^F7<+ZU7B}Bf7=#Rw!6i}R>X4AsBV0^%6)jOiJA5k1gjr@uc zK_UvA!dSiJ3Llmb%mPj;v&)pw4eFYSA`@~}kE+Gb^Vn%FuY{rC%^u=op0N*{mW%?zsG78ft#`12mZmguuL+Z z&TpH^yryB50wtO8VaXm^X2nN6N$+j)iT7m0_a^sy($n6;g2{zVasJdq0PUIxAgI^{ zCKWct`BM`B2xKjAGtMW|$lA8}cymug29_a3MvvD{i`kQ5nbH62cG!)deCV+^9s1xy z_bT6E@A>MtZoJ}4x4r9;GadGu=&(yBci4lbBF}&iU4vaL@yx4`H!yHwPfXknDkI^E zo}}Dp6Gzk3DAmTD*RJKmg56m@v{k#LT0$^bV`7h8v{0qOsT{kryKc*#+f=@N zHl#}EEC;7hMVB2)ZYsHeevk+_dSXEAb5aG30@NmX@mQJ?>`&p}o=Cc#Y2Ibqm<4SU zE-MY}d$6A@nzb#~fJ&7b3r20jHn>upE9WneKQHs;Fm7cVZnSh*jbg(Jx$6bpB6BK# zfI%#ae`X7+UcF#HqlZ1p5v6XGiaNg7Cweqr_G@R zC7Ex%s~o_$y45#tz`iOv*f?>sm~EaJ*#S5l>|odCs8!px>p&Lcgp;e)>f|(Q1rbhxGu!szE&5q) z16_>n-czZDH*Dj$G7G?WXXqMl70qz5ohBy3G>N5w#o4a*nHaV`$#^iVg1u)wbcX`WuND@r*WHHo^!OFz7y0Dpe zG|#NgKOIhSH+`zRVN@h;V^T)tNmGn6|j-|PL>6yBQr z=<|e<(YH}j`fJU>wmb>(q_`fa*&lc(MM;}^K$%1=w6D{h~%i~NRsxLcHXV_tG~bqQgxQO^|-$&IEyIbOyn zOMP-&7BA_F4PU-n<^LXtbiF6&PKy9N zyI#ELhz=c4Lfzcp!amX8~z&7!F zV#7Gh{o+4YTx&->5LX{>sY(Aio(1WWtB&39=(|7p?f1TKJ!4n!rn|gjh<1;b{O(2@ zUAg2_Uw-HJ{`H4{yYtrdZ!F>^BO7ge<&qzK@b;@e`pI`3-oj&NIoF!pteDqL>4dFK-Jkr6rfN?sg2t zXK?M5Pcv$D<&uAmwCJUt+HyWP$z49*Tw*l=QoJQij038hf9iRju^fM1RhX3m&whoI ztqnLxL*XFh84EmYc(DzHbrBdNRRVv7G?Y(E`peKeICKfBreiPv#Q^N`BYvxY@CRQ9 zC<&Ewd+~YK55F#;q`&m>L1CwixPmnviD_u*Fabwun1{ZIbLz z;**3qq$T}g>~RU1H&ZFBA)JO1J4|Y@h4vl}vQ<{j=_o5jH@R>t`o4h^?!{V!r@~t3 zQ=kmYdh!&4z>45)QW1iWG4PNP3Z9f$krW$_z)D06%hRNv0cHs)+t?K!Lm!hds^5#V zNIlM?Aqhg?oN1=XJ5~9LJQD8C$8Q%ToV%)wm6dc8^debFu5l4IHZu{Ul+yseJ6F7P3cO z){xFB`642mU{0)Ye=X_47QEo$m zh+GCni@Q9wN4Tylq5L`B&R`#)XsGKR_<`c$S+qfL(H=EKYl5s5Kdl;Z%7yMu1>h!j zOSI6jsS!%ER6=yA-#oPd)JDHxs|6`uCjQ_)o!s9z^HI7sQw#B@1rTYQlQq)}#m2g- zgqLQ1Dz6%io1L74DYuz#x>wmuh*Y@m3YMtOkjH|EuY};Mo_RVW+J|pcqogvP=5Gqa zz$Hwvf=4ZsxN$>B0;dT{U_3iWf!EaJ1jj&mHa-zC~oHM0vyFBAn-$ zZ9Ln!7Lwt`+{J3yK+l(9XD?=0vi*T#1=6=2v3PeYIRAWe<1rPt-{iX*a)> zq}~^~SSI-wc13~_=*k&m%A=mFd}Q$#9naL+R=Y1LDPIUIYy&PgyPMpIiwMbb#1|Nm7aLx3T70}RrfPbjv(F!$=$j|T-DWB^Fno>eu=is zcnS{du^{bDsy+F?cyitv!-)ad{O6%C*AeZji-q(47W^4Dow4? zhV%%(AMt_TnvVX3+P*}+8jI0Fb&)j~gcpOEhcxp4!^U<-&0Bxb@hmu~J^K-Bnr~(L z#U`|t88sWVmt;CsHQ}1utj9n@M1twpOEE62G2CV23u_-y+#m!5^7H7!pZoiGzVZ&r zohTzFyntnG*H!Bwa{aTY>eRUE)G6vEq)(#m^|h+XogX&(?-*@0*2G~=x+Y`qR{ODXF9qyQXabl$08SZbnDsW zu`l9S+8Qpuf2Jtnc0;~Pv*PI0v!z+v&yZG;c5?Z;wV;W-tkZBoN4L&m3-W@SXZ4a+ z!AP9Zn%-aLcb@4-dh9(Fxs|fe2oLJc4E#N$J3}t&=+-l`smIqd`U`#c?4Ck7;kSEA zMQN>8{}n&_9e)K^>n2V+;%|OfcZU4PjLWRXW0lgb6g&B;-dna*iof^iPK=d)%BoN6 zzw$lhm0@|M%R0I>nAv!$s|T|usOnDBS62*!{;}f-ZyQJG8FG%}15K4{6NJqfQ9J|; zvN~+Zyy`^XK;Frf1&{n|5p1H&C<@q<9b-T zgSXz{Wl&E!4Q82ZbTlh)s#Bimw={D}2l?oyKIMsii>hV`JDOb7Q=Jt&K?x>vO%Y0+ zF-Fqqp)n@mcsy~8)f%?Ly0tW2MgL@$Z(|N1qPyY5ac#_a;=;noxf>8j6pp#D>+Y;% zl5;1%noL3#VmeTK%C*M_j8PiI``DkMpusw0JLRS{|HLfpy0MKDCTsYq3UZRCvboG_ zmw{YULZjuXJwv6DeMPyI75m$5xxVajE!%fGn{4FnRI9nmFL(TQdKni_y%J_lnaV++ zGg9~y2Ib~?mF(<+*Rp}Y2GeaQ?p*nL1kKL|Zj=j^AC$`ujy^-o7 zDrebPBG9JSrlG|%+ARV+OHe*YCQ;9M5^J6#aE8&W&!iGVN`TzFn-^LgElToSvWbLj zjgo^MnW}dly{>Tfc30ZzU_JWS?;Tu*x{0Ecks!&%|)io2QgRAOu(r*5PnPm=C z_W7CS8B^PqH{Ef^uWegi{hPHdJ+gStRw&gT#qz9(3EhVLawq;Bo zcx7A0J+@^mwq-oYwv1t0PWL9BSgEb9yX`&{+3FU9m=gwjZOhy4D{aetv@PMarEQsr zJ})71g7d?nA--oa%K{40d4{(wai7i%Z`if`)Ho=%<)F7M2Ty5Rwup1=X|zFHRN9uM zS$?V5>6g%ar~3?$?S@mG_7c@O%PBE#D_e8_BwMqEd8}w+e>Ei1^s0E~6t?D2Wor(J zt@%u`HJc~dnvedbZOviWn!~?6TXVR!HHZJBY|V}Tbcb?(i0QIfw|R4FQ}fCGi!I-N znxbMSoJETh7N&m&BeWLZmjk77rtV=PnJA$2+LL>cQ`dK9ay$!mYZ*-fxy^q_Tl0X% z<`_bSMdVtrIUD6hrPZ@hc_ua+_bD+`rO{MrTt;OjVT7u&9?Q}l=G_jfel0ZEl%(;s zU8#{bDQAfZXeSwzlk4FLMP4r^;N?=pBy;kBHz)VgoQ(V?zd6aA+yoO&WbjzlhPs7d zPVS4Vjw#K_15?#XtT-_zkBK??Om9x!s~4(wdUNs~{Sx)Jr8#*JUANVnlLs^*rfjy& zRl`XBzy?-lb7f81(wMZgC9NR{)&Q{AYe!yA6fEt?9r{Ua$VL!GagwU0CcbHh?&i1C zH01XB?DE*Bajen$ovdmm9Q~~IEuQ*;)F_wfmb81PEmmlKiCC2Tb^BS;Fw#`8D8-nl z&-~0O3qK2wc~BQ;QHUhBXI=Hd(u0~g}=1@c;^TGoe%pvAJUz+FD|V{QfUgpNT2e( zI;;P_pSGuHx3sEha*C3k@vGEsvZdOGZ68 z$lCUd#5zr zSeVUIT-Fp*Iz7eDX-0!PKE=;*M#D2a#m`}O${7p0Wh1-fOzh9I#wdKzlpty@sz_~# zpr*nM(dd=VkT$m`nW8{NxfW*28Tg#zni;e=VT#V+rpN88Owk#v6|9SDsTAO9jF>J`V*M^McvcTGyHe_7e zkg<&`8#3;(A+x$!GO;1Cfkp$xVngmLZOBP=s%*%(wjrn4fy#!QhLfhjhCEc+kbO53 z({S39Hslm14m@QW^6*UBko!*0hP?Wz+mIVzG^Uje>A(I;Hss-%R#kO^KF@iT>7~M-zqrsV#iKJWIziYo zBN!dYoI0;75qa$Nx>B9dG9pjO1S%6L3c5;Y+K1%{mT9ae=~tOWn;=x5lu6&~x-ZnK z3aP}{rV?r z{Wtz+X#GH1KkRA!@TArcpSblSloNQ$pp$yQw|3}zAP|HKJEErtNUrgF0VH3QV4#%E zUL2%LbYz>EL;`zz;C&wI?6aUN+TTKf+s?TBe1Lb(Un5e`tu9#;^6$M={Io`F@@qtz z3qF~kN(@GP-Q*wYh!8z8g;h^}F*lhSiA}vZ$Ft44G050U`tc^%Mo1IJ4;POGdo>vh z_v&tbqmdMzYqV$I+pduu%#YhN!9K#oC#T(1o_0%p+ReSE;h7h>T<9DJY32i%ymW!N z06#4TVhA4=IlZP($Yo$2vK|K!;>dinG~?rgXGHQa zFhhHF*KOYe-lTsjd6Rr1vLz*BwB9QBsh@o7q5rkI6ZV>Ia8>M4 zf{d9XB1SoWndk+Eg;^nam1z2S9lFbS)=sNO=uIc3-o2fyEYae%kdaL(%K*cdN^bz$ z1vcPT#VVm;k-LZ$3`A1^Yg;dCm+&B~cz`DXp%Zgw?H+v3cPn<^vO?qH+&615@(F%6 z`JNfvl6n4Ff3EW9Di?1P)`SI*`)zDTrfD7fSDHQgebP4`&}Zwk=sYEAyYT&MlyfH14*Pj=_3 zoq^mh6wcMq1`E|QB!g^-iB0*#i+n#b_la@{RTM75ttMdgok(Q1D!(V0((^%z^DNaSZ3GQCKUAq1Ni(99T@)Vicbp}n z!@WG>Fd?YriiljrU@m;;p__>xlv~vMgR}jo<##N!$}O05@amUX<&LVpqZ)Abje}^8 zS)@dG>no+i+spHOTvu1;V-DiR^mUwsMh1-GJcLM~RL^G^I?XLLI7a*}=JefSPk&W@ z?dBnHxBfO$=Hc%nk%Ol@2X}SWb(dpq$W{QAidpynlS$n` za1!2rD(wc=$g0&5DNWGEdL`S-*I@PUI%U=P8kdff+18^n^9x71g|c9NfOLKA0uj6l zq@H@sT4&bEFbjM@Gjy6qKwl<^M1PWGqV%7H+3Zluk8s(f`V}k{+RJoe0|$6KhzS^BT!cb*`q;VUT;eAUtuMwUyIKc z(UKDXTv`R#mz6|7lmZI5CKsMtx#|p_qN^*?bUXRaqsaJ~)`MN(XqdRQT*}!U$}g4<2|>X zciqx|xcskw=Z-aZp119~rQxIRzWVB`?>TSVb(Td~wRGt#|L8l@ANu@x*Dd{a@a1=1 zy8Mec@73=tw#-^_7e2o8zu`X*{PL1*zx!Aq5_cFjqAO>6;Q6+aD+Ne^H$Ji$WTqyGDJ)q=xDo`@y z)u$-)BvJKn3Q_g2M^qgoY?DOQ!&+3`Gr)lwtFG!K_P20K^0!FVrYGoz@ISB{K05u$ zx*`9SyP>zt|A21D{}Xn@$9@al@Uf?HH+(n<;`RCsbO!A5Z09A1C{&yM4UI&b^D>=G zltW=c=3?n1Na~IKmh7%+^TWxf#+YsHQ_Z#Hq-)t&N?JS8O5EaccgxT3QTf}RgMic= zZ=x4L?cy_TkykfRYQDEf)ZF>%#S*+*fK`Zj@vwR&PdLrL@dqrMB;y9Y-o)+x{yi%H zYh>Agub|N9n6O9}Aebqr0zKcXgVCGcy|~k$pBthz-rQIwiWkF$_Me96XYdwnY#T2Q zln7c1FBFD}_C)h7LDc&ciqu=FyL8FAs~4)pZpX2EV4|`?w&L?HR2LTNj=;p?G&^Na z1;1iXg>_E_r|hZl^m;1%m3k`d?Wv%*r@~1+^|n+9iBHv2q1E|U#*jsGik=Fpo(g(< zO20&(W>1+jJ#|_=wdpi^>MHjXddm08llN43rl(G;r`~=VJ@w_M@=j5y=yZBY{}y`c z|HO4_(`l?z`xZknx_}@S7^%G+%sRph&mI9jK2PaT`jO8xz6e>AG#wwGD)*Ku=<$)o%Uk zx&`Ebl{KqIZ2ae(cbM`qRVhVKYC*E3o4(0eh}p%cgv5;7UpTGS8PhGv5ov6te}qONPB4#n}&76Pt}^KZ^%=( z**vsafRw$Ult^VDukN?Ni2(EnN^SyQ!|EHWmUw1*AJWzyIm>j=eBaW-lTNZ=&kp4a zX7ts@tGj%QEE0$u9m1TxUb3G=!RE*8Pyr82`hHqBz2b;Kpb0!D&3%hRjj@wjzRdc@aiBC#Wr=-h=JPW_o z`43x?w<4G>N=3AV_EZ#&NAv3l`X3Tjp*4hw^x#ho^c6~FUQ;1`@rsojSq~){wmN^u z>?xnZWKU4iWY}szAggZF)yOEGcLm*+mGe%9@JA* zV%*+L7A&@0?sk9TUcrlBh2RsJK0&HXypE zYGm0JX;;EhB$Gqnhta7f;5Dm>Ee{2wWE+%#C!o_7$*MM&*O_8n31BG3LG2--V9Uh1 z#0!RSLBc?i7nM(31UO=96TG(B$~MJSGvF!{r@I-i#{(vH$$Tg{VQ{7mdo(bJG zpYvsX=qbX6__`RcjeQa>2GA<SV7Sch9PZ}-@~m>b zFv9*xtQ}b-LN{-mDYea2)h&$ss_MF}AL4Q)O9XIw{MFx9_uf|b+;#!^S{9V|44I1@ zmXs|}q-QZfS*$EX^EyE`i5}K?ZKeNH`{XN6rB8PJdVTVh-%y{t%WuO3v+B66%o-O8 z!I?z^e{4bUI6!o9Kg`%hHpQ|XKrS3hoh8r{iX|Ni-zcg=;6mg>oi7BDT%-cb^{SqC zO{JJ6YuG9nJJrv^MWC?F3BXbdjd^$M*j|-iGsc=mw&5}EMeI|YN=Y*5Q7h2vS^P4q zrxwBFT39t#>XoR22h3!r`Cp73o~?=|e5z+CZ?XO5n30*(jk9e(OldKRuXPX%n~g zk-dH;0$l&_vHDx!Ha^n(ZAba-Q7<*sqaq?Q6{0YjcJr^k6#m9bh1yYw>@O)|7f2Qn z6@L%+%7a8AdJ&7Jz(FOH_4zkf|DD`r&%`Ye@-lk;WC7D1x8q$6& z_!9gql%S9{lvLUj8uSj{Ll3)QlNCDBQ0gAkd|YND?1zM&iR}f%a6{?95&eE9qukVX}9F>M5WKrm=yS zh(%t1VZ7iQI_wstR7Acis6yawet5rfw>-RGK^9t5+RAt*1M@9z)?)$H+xD=E+jPbD zK!$|Po(4?=X}=f6r}NDL{7vSY{o12cp|uo9vWL_8n~dj~_+8ZTpsv}5cc318IU;!| zxACX@Wq2`?f}SrQY<;~BRgOvmu#yrGBU zhDBHw9FAAT67B>xQx>yAhMd6;mUCDn38Ktd5?ypaX^r1@Cn6bVijs3x6-KHVtiV4j zd#f39Z@!X0*44bAU1lu$s&!9YH6Z||q9to+fUHW#Ju|SE#3CEhxDXt3o;JJ)4Ic`I znfj;MyPqU4Xb^cp(d4|K`~IWzfuqv_{O%v5`oqt$$r7!#AhbjdxmpWiRh66P68a+NGoyeWQjR;$X$d zc+u=)H{fd#+VZAmMJEJV*?1>nijNI#3vv!-oJ3BI3vH8iTe+rajL4&AOj^XB&^9~@ zl>61xucPqpE`;kt6euti{av6n2K`z=q z8@jAVBGF2%KJ^!?Pb${S9;F#iqn|gb;w;I@Tu0c-=6B926g`AG|B8G>U%}^eA(FMzqXXqk`)S-#CMdY4Mt5Xta?9t~;3e6<{)Jex7>QEgIz#V`dud@P0Y6I6%|Bls+?tTQB<(x6zlno4x5|UY`@n?{Etim7 zzWaF;H|eHXQ+a#R(&*c8RCExi-jxfx z5mKHT7?s9)^;~QaO92JNQ43;;Vd^X>R1&ll<+g!yHYYP#4R`+hZkT1Vd9sE!S>SH@ zc`2`;$|feGhK=cJrWRTybkHG{2Du>0o#4KE?vkCL!`pJG`WCpr9j(4${o3%&@>}d; zx25`qQnpv$5|_A}%5U!oOtfDAMNiaL&s7`zrusGHOudt&VYfqb44SsWLbg}YA8ja} zE1Cmeejc~MIrVzMex>st&qqiNTNBwL&*N{Kxu3D!{73UCI#7hNn+wXF0592w*MLhQ zUHC79)HOd{G-h5QpDq>s-aE+#wXYHwR;(kFx~n6i@%vycLM&0a30?D?8ET|sTi;7v zeOv{vCF6&D<|cm>jdZ1kU)uB9J*c|*gK*s)<5y5!-86^^e4*OlNf%yYMM~K1R$dP{ zSg5Yl;+0rj$8S~kwSfD3w9N%Yund2fE?WyBRG(C_41aMbl>OPu#IO4@rb+3QBd{rz zqjO>e;sQ3d;YcU;x%7CSTdTW;5&_0ZKHRiW113}&-V_EZmHWN%fgsRe5dm`+j zv1La5j**wr5Ku0F+JWjA1Q<=nWKPkw$xG)UAFr{p-E(1+%n3d2&Q^7aVc1uENUICw z(#x=g?kz``y5$R$p0Z4cC?&i3vx_hda2*?FHsx?v)UT-*s6;PNxjnbu zN4-FK??I}fBy~x7y+FwCSw*fAJ}rGgmP?d)=fv&f7?aPgmY_y2$2l51sj_)PM9LA9 zkenDjYDT@leJ4Vg2zE4FL#ZfA(LAHIViO!jY)UQ`m$I7$RU{PH$tdU%6(Jl?Dd(jk z;Ue2$MvH~gmTkIiHyl#=i80}B!Jw6bu8FHFS1oJwn ze)E~fl*f}WL;jY}Jf=MRpK>?VUyK`)@l6zE!tO^X_HrcO0E#1u%=kmQZ%H?R zHVi-p^T(>r(?e7)slr= z|Db(jFQ2AWhjuviDzOe~H{>>b=`rzte0T;FRDrXc=rP4(XQ=4wb-b(mG;vk6WRRtk z996NWp^it*god(`_Ku&}`x$8w%eA|7k+@*_RF@OuK{rzAbfk}INPIuY&_3u@lDyMV z!|BLUFDa5`lZ%uyw=R;R)qJzd`^%2`>Jjq+|8lsln{OJF@?oWvv|YXct2!|h%ZEy? z*m=3lN?)$A}nUxQ8TN^;AWv_QA!Ig$Ukrn-cs*u zXbDY5TQp+Qu5F{A?~IqV%aPbx#`M0Ty=<-YOW3t({=?;<4~{a3)vaCDCJ5nJggHJt zzcSj`B<}I|exsy46W8?1WFtusK#BtwxC4w0C!^+q4qM=568$TK^~+0Q5@S_<7K z_Vdk_+$L_{)^Di!W^-;6yye&6(7(=@Bd1iH=Czj;QOxwGj^QjHEku!R3Q-dMUJ@6Rdbg2SlOn z$UyzL#|ESkxcnR$=;ojQ9bA31ffogzjx-7*0(kvxL2C3ptmv^uPfPsrExA3C7TGO& zReW0(Pm4Ho6Sr-kE8bH+K-ow;BY_~W=3H=>@#T;w%L<7BfspA(9k%cQ+>j`5&j8?Z zEZ2>CH9R(Jes3YqWSba$sKo-d#i%(l;Ed2kZyl7YkMvx9q=8OR`RD&YhUJc?^w_p0 z+iiE$oo{wF>o(lp#K6n%I=d`dmycOT_usyepUwpoX+)N7L$sDp5xGq_ha09+;awG!XzfI2l8uDhy50wr$J}>$>^g z|1Q&1XF%RA+sYrYc3_EmaymRX} z#L*^)%9`xwM<}m->rcvg+P~o0RD&mSuLnO#r}E`BBnWwnQV(Ce`X}WMjbB z;mCkXg$W#SapG;@tPgq>B4N_!+tLm~Xu3=19vt{qNx*FKbYzfWZt|;^VAruH61dc2 z?%Jx<^wg`bc@;3uvC7Y}%0r~;>2RPs-#p&vpQ&!jdl~|>@bd~0?@-TXSp z9>8M!LWd!%x{dNjIx;O|oPVK{oqU1JD8pE?1v!>K^l}Wx;m!aE;t=nR?Z6m$FH4?I zteSiORBkYVC4cu2K$(c2V~>3QH_D(auGmczi;_OtO&s`!-;96?>Sn(g!K82M4U8d- zPP++s=d+(1-S9pzQ9`SU1cJ-*Jrt#-sF^1cnAN3bNFW3Pvx=nb9J0DKI_9;oGjT z+$&VCP~i6pRHJ}&_RV3nSqKHo5_-WGs*KGL-~&QIj4^N2<$`lC#cVffc7QvH+lF8n zWiL=CW_4{G;9nRcaL&=O4_i@AiSmsD4sj7UyP^)-WJlP|z^*6XVluZ^T6Vc)tCa2gwe5FRqON4Uif{dz(td)lMT`=)Pt?ZE`kN-V<2n#T+ zHdcFj&Tf${p{WldVF_6X=92~?5TY>v4{E-OIJy;34Jm^rHk5aSGN-HBQl1R~D7DFa z#XX+!)%QP#7VdhP+Cfc1cNuou^nRuAetB1lClwhKKgq!lm%fk)xcVU*ExE!=%|caZ z)88K=vKw@oTu3Z8GXMYpc5Xy+gK#szn@@6_`q#7uJ-n)l_~{Qthqps_Pv7 zN_9@9&f+$iy3YEv>MXb*-~WNzh#H|2{-Fo*6U zeP;n!MPBubfo4LOfszz~NFfJq3om}X4cytVA_KRb2iD1f*H#Bs%VRN00$=^#uJXK> z>ugX-EU)H09>f++D#U$l$gQ?aUj$Oh3)(`|Fjge|>uU~A0*_);{$;E$Z~jwhp0@$| zuLXR=r&enWODRhDYh!4tsVN82{@J5-|f-*Ou>BkVA z%FIoe2meigSQ-$HnR3{;*&%4wytElap^k}3`cbXC$foUF{FOIHtNGx184(`UGE)fmMxP;+L!&loT z1~ikpyOx!ZU%5baBATE!1IRGr?q+#ga|>o{GL9>U<(A73EOq)a^3PTRRx$m}Eqp)?R8|wlX>*%m)eS4LXJ!QEUE$arls({}3)gi9 ze8`Y_ak8iAv|0O3Li86$bRrv*OvVW|i?+RrA&WtuqQ?DP>I1S+bQtIslHk^23XboF zl-@!Yx)z}RfRV9;Vi0A3yT3DF+foN(2W7eyS-4ua+6Z`(zQ?va1Mb}sEL$g$+N0VH zEE0sug`U5*TQG_}(B;TVgzMXe@+=vC&-?>CS>1Ie#b+Ef16>=Gix3_P&rq~`9?IBu z@6%8nu#-^Nkb2H(mBN~cP+~Oh!gWl|;eDVgVS{mUpc%o(TEByX@f=8ET*`M%wucMm zn?+)2)LDj2?;D3c7XcT@3hWUujD;@kUf4W%?_97BSjZ3?IFNzD8DN=`*W{i)6kv8h zW^+czh~jYTWxoR}Bma0&z_`bD$}Ar#l5xv{rRJ)k5hfPlx8+4P;+O0O15PM|NUzwJ zk@_te%1Fnd!QNX&$}(Cb)v}L5&!^RdIUy7K$;R$-r)+D4FkpVhh3Ajp!5VlL$xQ1Q z;){wVdGAPTDl&NM>C0mp@!&QP(y*=Q+F0EkRT^7qE)@wpK{oPt8In5q40F^#+ra-;QEY@v zUT6gwai8wa8|%Pf=nhohc$!~L63lS<-w&2#*P}%w7<2`wfSGeV<5(q6{-U0&L+;ye z31rs@cqL+!L#w+O@U5&QYnJHOpqNs(lofCf-grp4QMctE4ypWxg(~}rF`*BJRU5ce zbmF`tJfO{8Bx6BOY||#!mr0k9QVB><4rjo(M)3C)9b#x-)**}e1q9b4Ux4A;5|}3T zsx0q|ddv95MRl>n@f5yGZ5=qFdB-&GK-)Y|#Z%-_@qrNFx4eIbP)whVt|S|P-iQ*&)%#(HAHEnt zRRwSAUU^dmDyx>sj3GW@8N?F=)$ssf^8r!Yr3VK#8T{}t<2Go_`T^WPp0)gZh7PvN zar~YMmeRY6u=f_VkRlN&tC&(&xM%*w4sM1Hx&6-ydLcq_1H#=_W(9bOk*uTZgf__) zj)-sGv64tW8|9xp3pnF>>}Pk&rmrja&&ut2``1h{z+qTKlx6fUd*}jWn#@(hBbXH^bSZCT z*q3gSGU1FsEE; zlWu%EnvYMR0S~-@S!{RyG0Y&!mS9Gl1=*6ZUbcm}2h+-7Lw|qZwtRmdC3XYEZs*v* z-Nx8HjN1iWKs18#X0QqZH^j^s0P-GsmNohD#gpCnR_9;r;0Aj+`)zNSWPJ$C;NEz= zXq0aXRyeyDBuuYqb27*@ExudZw9_y;{C5OXrytLPSJWj22esVhu=exUFKfQhbUQ5% zgcS3Id1o|JV6BJ?_o@-6I~3mzJ8jtj`|PI{tPBrEH~HI_;4C)_EuYe?L1Xj4xi)q0 zeI!?u!1pH*cX8C7YW$kmBeOuhM`+B25+awhT-uF--DLjoBps+dpEmBq0)!Rnvg7 zV&0EGK%_6zPC~!LH%857(`owRQ`p425LX7%z95GAavB&W4eJcOf^Op$=0tX`&wg?Hr;Jx1SI7ZYW8!d^j?}^;C&x8{#a{HU`h(#Er zt6>_uSzUPIBKN*$!rvx;FXk`%6-k%y5oZ78{Im}TU(1hky71lM6UOXCHp0Y=9MDDG z{NZO2JSkZ*`>EuIDV|$xl|R&UOf%v1h_1tWpUd^03&wH&Y^(s?)oYo1Y=CiizXp~K3p ze;tx-Tex$To1HO#z73%801fRyrlH$t8DSA^QCn{!MLvdshB=7yPRWO(dst**hBA>g z*micUdq9aP#242_`CqjG3>$RON*gS>`eXlgC;tDeSFW|elC9;pKU>pgzNu|63KT49 zzR?bRWXTEr=GS)usGc+a$?U@r98}0r^dZ#oD$Q9oWYQ|hDuI5t2#kP}6c5}ebM6}# zO4_dX93lHTDPyY*d5GnbrB*)0&xTrk-~XzeNs?aw39+Lc759=1lr5MtA7hFZtQ<5) zj84`Iq9k;i3@~8=IY-ol$;9+^#WsAQen(Iwp2x*+=c3ZEtxf5~s_~-XTC0mDafmSr z!c-{s+N3Lb%4)db)j~W8@5(UU2#SBT2QtE&7nMg5<*lXMC0Qje(|<#^HRw`hCvisb z9eA`0=@e7r0N6H|NoiB2+7o%Vu4@}UH`#v;#H@*4qThi$vv?(eOx(vS2PV0$y9W31 z@?k|Fjip|qHwO}9*=R~V5anY&+4n*TvCZ?&YRpwmB2z^=g8ZYT&Ob`p{pja3^q3pL z=nBOFlaiR5jzAYuffD8h0Y|??<=4)nB?}ScfWXCQnZGEMbGag6$E}#Fk7OVmgf-}M znvUu263v1jPmVNCr`(}$eGR$sWK|djdg#{YiA^1Y8X+DvGxHBG;<#MG^q`z+MEL_R zM)0*~biPlDC9GhM;0%C~39&X42{~%k_iCX@@{#H0-+V5C-W^k^R^aW6IJ7&7%f)&P zBnK(?DPwNS!*>hNTT=RrxHya?B?W{i(lRNpXOgp3$Cb%xu!#NIlVh~yXT3Q_fp=%_ z``O*97Z%{DAApdwJvl~FtxnR4By7F~jp}FUz-=$T@wc1$zTIAZgD}><>N?3`vI&yX zx!g_!CDs_;3-Qu7tVBD2#Rf=^Tc|{KIlZ`tu);_JESBG}h@h}eC@`^9fK|JU$7JE} zF4HYAOCs>?vCxD=WtDz05Y}M{`LtcaJ!eXhHba?M^VSK3_O$|CTrKeB*GTy`!Co-G ztAR^yGIHrIQ$&+M8%$lr&GR3R%0s}4Pu$I>TVw7*fxJe9yn;ud2tAhT*sBF+dXo{{ z=`KSGI=(nkk^Bp$ET5$Zm{G4K>*jBlbNChFK6sh1ZZ7TR9KOIBHwV|>uDZRnoAZPY zZB9SwFzxtr`)D_Rf4=%dVXRyv@5q8FNQZAHFPCP9Rv+&sk_E8t>4oZY+RR&j|0!^- z|9U*bOKYZ0G(tbs=6~7l`RggW=RIe-=jqWso2KlZtIl-K)A{Xr@0sp-I=?+1Jkvc- z=dHm9&UDYy`R%#xO!qvU-=6oK>7J)Y_q=_|?s?~#?s++h;$?aWdy65RUxotbsJx^z+&ecz|?s;!4 zqzDItzJ%}+T|=hQ*+B}DDJp(F7%hVgkSP2ejta@T0!-*VBcdl1dOiS&V_(sON<)Mn zz@Sj%0~mo0NhcEu)o@4sgZ1~n_$5YM?$7- zz%-Sj5W=3JT3}<4PBAHSFGVT#MWg28X=D+=-I;ypNx6_5EYW%%4uz9TND5{L`I7Ja z-7nt!^PgY!qc^X=5(kEtT>sUb|NQn3U3csSS8jMkNF1yM7JAfJB8!q5qDR~iD%@$} z@8PH;xyZr9f*d56JVD)o&{TtaQs{7 z$+hzBY||s!%ZL#^Q}+me%q!dwD&P@?sLgKUIZyz0*mmrj6^CHzZn~lT7Riekjhe%{ zFjDsUoK%SGV?c>ZdrnI4+5-;aw=`aXm)T+kC{WISl>b3{$Nm3CmgxTSMlqfMtz$p zA^jjTRr%FPIV&AgUAI7_z-02+rK#?Ro!U%N^|?3H{V=i z{D&<@s28_V(FXTNX`9VtZp96xya!stxa}XmmmFnAz(~vuXJh1FYO*Erw~Fiz{wky@ z1k;aLuPw0}Udf{9W&yWA6{yTAFHL&`~J2Hw3`vTmI1It3|EvqX(idS?MJ zBPu`sJXr=7OU7H6zvCsC>2u8NbJa8#FS}!?E3{>e}@LTVXjKO=Foz!FA%);2GRfor5a>aEgB;WRMc|G8Ymi8Y($8pD9&Q1eIV;m71~b=mO}G7TYC;L#D46HATzN?5{drxt z8=tq}Bux9C^#q^ueA-Rlyl-4EJ`n5Bgdr(D-2mX7+U@$MA1F7F-}oXDZrg65-HuQF zK)HjT{ejBwc@AE~eEV}S!)y1Ye|uQD0Oy+W+-tt@sB+uC@M!P3@~B4|@H}M;}tInSXr{Sz5Cshu@YmWPKzIgjp_Bp(MvKWo=Hm zsw0(NJ$Fn!1M4y1yyRranU9tK8x>GXtQje6$=&g}N0oanf#WA;%3_nsYK^N3s!TAY z4B#_7UO-97eEV})$5O>n`NC~kcyEOrE6l7FHWymT?d)qV{5H=EHIY$gv#$EjntUJe z?Ewk`X#}#!Ng{!JB zE4hk`kS_%tVeSEt;@RXRETmhD$K5&{gHIbD8R*d8~z6g}aHXgT)k)q+$%j;xo;PxV~CgW+~ zp17cv6x14l0LaVheCw>rwQjhXm$`He*{DDt@;^oUs}qsKZ~g1|1&PHe^dnA6xAvTK zlhUoDN$J+nRO!~y`P?h?r&~YZSL4lft{_&4Y8SvvJmCWB_%Xh?XUH?x%rF-o{Eznz za;6thq>L{)Bi}h4C`|#C>->h_w_$!oN8ZXvehzKGvoIosUkWLA`KSI!vTbqJhgM<; zdVusiN@eK$Z=NZciyN7_xT4H81|d082$`O^Q8TR&DZ=uCU4S;kn}=5`T$_pAvs@Hg zaNB*eC!Y=8E9`2>hCx1qATL#NYPKmQMM?|QWB5lhhOrqg$%$KqSZakK3LC?ROz*=k z7acb84pAg76oMka#3LDJ2_gG78FA`@A{t>=yW9=iXao&PRbgw!Z7@<83@RCOK)my{ zU?QkLrb=U@@BnPDJ|edx3E*zt=O-F1pBCnD0 zG~~if(y&cl+z}-cWs`C!YrpGm*ygy+Sf-NSs0EDSFJE(@+o6>wUx%}YO_>CnmpI{? zn9f|5e~C=0DG|RyOqX&x5e?UJ?*x-7k}(D5R%GvophBov-+~IH?ZR%xi6B}50}R>Z zH6`70rWzwh;6=tm`9Kd zj$`5pXhMY-H|;RTLwM-+P3EC%LcGvhgGFRBEESPo6UZY`@z8}84_(cfR|-jFZw^Yn zY-~X>nXIpA(4vxkKK5*Vsha^*JDVu5%`v2u!s4)KL!<{W)nE=^CmFMbtQi!}$*0K_ zyj1opi;Kt&EvHCsFxy-(hICVub*_{(kGaO>o@HJ)|0hlbxm?_;E}m_MI!$523x#Er z(vOjwv0V64xD)8DYgSbjwTwr-)XYrbb@8mb4p`uk*a7 zs>(+VW!t<4vOF!HC4&Z+*}0QA2t)}hn=sAJQrY*6s7;>C$5<<#=MS7j%Qz&ojFF7` zp(36{%b3`>qGe3VK_81^WS9xhAQmtg{<3v5D@MTNCr%^(D#Uyh#Ig*fa4)TJ%F(~7 z9R2Z>qd!JF^u3gRTqicpguqpX{m*7k{u#p_7CMtj8c}P=4JPml+3Wo~ZZfFuDxSh)VM|6zet=l9DvDQNDk=CoJDg zlWH?`BxJEw?qJ-_Ke|YGy|_WmOX>&zOV~ri@#B~Jf;J^}l^&0!PLIb@sfmPHkDHR( z=hU<9bN9vt@gw_=$h7Q*BUPZY=uBK1*fO%1REsA3tVfQBTlj# z03FO;iyQ@3-Z$o#cTRm*xv zJ;1cJ8hgHgIT~wRav2W<%pyttXOZwLh5xWbGc^sFW#go~X<^@2k%v)9Q(l&G-$$Ah z?E8wixB78i1)j0W-&9&nc7oygcvD@gZzuRBZ~iRq`T^}HVwagzhlh$ z{Qb)c4x3|9A)IrdgCHA6e*GZ&dx31<&h2pGo#*KkMXSsjVI@%TK~pp7TzTesPG_}E zX1ME})vc8t3Q2|@cbBi}a!vQM^oYD55oUl;3E{<}>OTGkSkvaoBJ{}_xW}wcD7$1( zxFWkL6|qg}v5KWKEudP*2|QdilAm~~tgKW%D@E_HUA7dbFd`U_Jl_1kxlZQ?&V4o& zPIUPdQy<8)u=p0*ACieNg~T5DO(*mUr~y6OVS7K3ufWH^VGvGCgeyj}qLH6?Y5hud znY$c`F6DV^+{F5|+&9OU!TXE?m~<9F<pK|1Z}A5EDY3#u11DYF;1dTvVF%WTBxfz0K3 z*E=UT-BokBk-0oy^7y}8f8bxXJo1faaV{TTa^nX-a_!GPe%0q!_sr!=Qfk%tb@C&a zHOB`6rA^>fA$Up%$51G&q*Ovl&xiWUIS5OfV_N^C9Z(ta9Q=5WNiRm0aQ&lcO)kt# zE^LbP>%vU$kGhgnDGSq+3!CEnx-eb;c(H$Vb0J-oMj=t{kpDvAnc?LflX+4^Yv7Za zx@SgDuV?m8-1ftL-~Q0|-{5=Zec!w9onN?P`%g}&p03G#w(}EojZcUk>ggJ(uJ4+e zc*dD^*9_zPuNFo?O@z=hubl`p2?sEL}P54Xg79 z&hm@;Ec$Z#`{kA>h}N4oQqk>*s{LgQG8wsmqP$kva`J9X9+iJ|Iy=oZmP>MZ#pG#) zBnJeY4A1G=lzG!Mwo?W!1DjByh$JozB;E2vF5JRG)}VI0{PpI%$v1cCE4X>Omt-&! z{JD9$sO{BB*YqU@i}6{sw#r+N%H+L(B~tFj)_(TI^p}Z_apW4~PG1;S%-gxp6v~g> zLkJUR%_U_&PoKM=3?1ztQP9W*LJu|Uf1zb8`k6pU&?!w zgvYNc5=runmRTiwK%}Rug4N5cUIsSQv<_j5bB(U%12sdPC4o}_lh8_CX)pQBpwJtK zph=H|6~v$POO@Ka{-sJyoQDIKo?}!oW2>EEXIwmDXS@xwk=l|U_=7DAe8vWByp?rw;&N(YS8fHP(3y9FKA=bv<8eaI&-)D)ji71atHtF9?uY_ zNOh)OPCgw>XPP)a+}|JkIKLHVqs6kfo*a?xF;~j*%&wq%zDnO6L+Z<&PmZ1 zB!w=N10}Lg!&ey7l{rq-E-5pFh3w<@-S?m^V$ zC^*Kza1-V?|6g+9e${o4zx5uxhYwtoku(e|MUOV6u!dbMLX#Yhz4hrdS)n4Ut3+OA zBl9{2a#$5)M1~u)^62r*EF~eZl4_d#f#o){`~z~QB!A1O2O#)H8xpFwywpoKJkIBd zyxuZ*|M_Rm!Qa)g;=QIY7jpJ8piF^qxE#NvD;;nVA_TAjz4OR;kOvu@2e3MNwmQmq znbI8*VOtn+TS(PVuT6eIrBc4MSEO9aj3VQ2bHx!i+AW6<9);M8IV{&5`KxLywaDZ; z@f#aU2)Or-C1?+x)>wk5+vLG?tZy(Kn>?5nkAsHQZPNXN>Gkx>>rrz#SrMxWb=oqR z2I@L>2J69eNRey@3aeC+%tXbN%oLdu5x07zUBHpG2a5#8)PM}FwjH!B8Cn#D#qjB) z$GhNo7F;rU;E4nP4Qo=k9OR@?KED@1CEAA&3B4a9(6ChSYEDUAPgX*~ofTxFXTNik@+J<4mI=>8e! zdHJ=EMc9UTuu4igm2Y0+$v3g4>>`@r8wTRAVvE9yf2jzXE#}+e39Ld78p{}C(JRBn zo}S$)H}Qk-sC?6Wl;FZ~#sRQBs)`AHF+G|dw7Mb4ArXnbaz>3>;SmgQY4OFz%?kLW z*|MHSkQaL7p&C9k>WwksRV zpcN9hBme##K@wc$Et-71UjFAIJ-yQsINKCLxk2@N%HOFO(J~pa8dIG@vq%Ivzc+Y_ zQ-ag0g*m;`^l6=zanCzTWpDB5nSQqYSw%8eeb(Q+| z;8_V{00oBO&hylJGEPkXlR;4&*W?L0Nt35!0*f4Jn>o1z+z^tFC@9&6b&n_pRD^J! z)a~7QzshfauAJ*{E24E^DJrzT`%IBGALhQ30`Sp_@@ASh3rc>fic*bH2HeJlE(F7S z2oZqD8MhlZ-LX*dJLb^x`y_VH-iv!Uz(O14KN+mJyME#ce&+f2!wbWeq3Fny%gPSJ zDXYfU6xy8#UM6lQ`9o*f*(=+T(>7e^-gd>CCN5voHiDwrt(McdwR|n*!K0l)n=pPfVAuEiawOdBpZyb3*%*eX%IF{BdH!$T1Y5#BX*!$f}Hc>vOz3?`xb{ zH){4=b*YHP8#hEL145Q&IV~Csl+5+8B@xU8&!?q>8uM8GrDmIs&*k{%bshLXz?PqR zB0c4{{q-c+SBKT0V?FpU+UPgE<26s-=(oJ>@KbK|+uwHh2^#$!fv|heo3s-6DEvSW zY6SZmjHdU%W4^fR`5;AU< zU=Z=N`*uE7J#EOREuS=y7&!w2Q2vMj#ff~3RP>Cl@Z4jH%kfjXjrg+V$$W|IFfZ`Y zbC1b4Fmi)HZt&o#Z&39>IGDMA-1(St18(=u$Asqo&KV_cU|TOeZ!Yw_Ex-a~ZJ4X* zd{0@SmsQle7uXb!dNC;YU|^^2nr+|{e+AFjqsUR3f(ltwl)FU&V%=nk${&BWO~G#; zLa`$MbO6hFkt`3Ac5H)6mCUwKyGlAC^ z6&f`&GpjsosnZ~%w-<}105lcO!^QkeLOW#}3zY~-7Y(=d_}AIp4a;4g7nN@Ih)QQq zMO3=Mx1}+KsB~kps5EgEzjaaRRwXLkm`YT-EqbW~BJ7fO?Z9MF>Gm=Sj}P>SN;hgz z>9!r{7nN>J7M0%h=)O~nN;iIOQRxOnr5lq(rL`A4)iT0PTUR=g*CCohSNgys`zGs3 zZ++(J>PlDT_UlSFennmB#uMvGH!z%k1zqXvv~{JMm9BKt>q=)&qAUH$Q|e0hx5eq} zO7n&J57m{XA%a?*zOJ7RJ1|*S zdeG}ixAPxbJ9xUf(yb@gmA>hbeZQivbZe@?7b5#6J6Tt{)vqhv`W1AgTYb9Hjo*r{ zG$%DmOE*rEmhRcV*oH_;H-Ls}l(My6T6*$~G+A1@F@>~r;|Zmu8^4ycw0;6<>4++% zm9+HHr!Fl$2uGMu+7BX-6+MZxH1{R>mIc^Ps z=|D@Qw;&bh)s9oA{DPXmG*6e2MOe89zkD}|iG6iIb}LA&$MM78%+G)EY7#Yfln{XD zx6Ul0Wda?_h0ImpZM`qUatRCjGbWutT6exNTJT5m*5JfYk|Ay6le-R}4%j{(^C>U~ zP1)jVq52wpn`WW9%g}tJOqn!PFyHJ%BH@O|z$?5%+YtNsn{epo!<6OWUl8wxR0M~n z@Lfjm8#Z)bGa~Wp_8B31-l4nsv1bA8w?N)PB5k*8`8#Suf-5KVSYYMQ7F{2MDrmSQ zWmZ-Q|IO?DZ}}K_v9Xm{Ek9gZ|8TKf@+$e^W&Q`iH<#KFNb-!0odMpWS%_HxBLL|S==?pF7ssN;OYVT#%uH1r`uAgoMD9`FG)0uaqf z5Jlr>ra&-_f)3mt(>xG29hF&P(b@r~8s_*u?38x2;rUO1a@!wELd>W+f}2pATDu(s zU4b4}-f%VB9F50kfY1R(@r;U{BI5E27$8LAxQkp}OfQjj5cjC+6HNci0%v|brCp47GT*_TxB?7KXsgKXa6am-dyN3X{ z#snqK#=vK7Rs!Hi?Q=KluG^;T8LK5TRw^TMM<9QX;O~xrc^gDKdqV8c?I$aJRB~eb z%0L^+ntUSj)iJ&@!KBL2M+oq>OfdUZ$#AXQRz10Tz5+VGsbv+ouX$xTNJDoMGgLR0 z39F{cWM!q?CjSF&xOaO^TMB`SF8p>J-@0Fkyw(dnRz+$X5tPnhn+krXOpMz=f8t>yGMEQVHS1FY$VV{^=FPaA`}6#p zGZ_6U;(F?j31)ShzJ0%+`lEX4KV+!(i#IG_GKlpr&^)P$sLUVc&cUlkqRRX5d_JE& zafixpSJV-&xX;g72UtWdCGGZv1imE!5{Z+fv`6V3(Q5=`$7l@k7*BE;w=ey!GkReG zJ?5hTaqMeE57oK?gAPN{51At2{!p*Q>;`R$o}UOm zMh2xzI}G3OA+EwhWc5Ql=_8aEZo`FP{?X?n?jTPh5?Q!D5O=OV$Bc?R8jv>-`INoa zBH41G`tbrhD78HKpl()Il9t@eUO|*fq}r1WxZzqIG8c_j85k}tby(=>*zop!oW_Gv zrt{|SeoZ12@;nBrC^Ji)&QzS-8mfzlysCLm+80_O8N=JFIlE>b2#j8D-q-_!7SDn4 zktJlq3E){3;S%#F;(<+jHStQhd3m)%i1IR-ZFYb}u0UWel4DV3*P*oNNlL@(bUpRP zq^L-8LT370^4*kN*OELmLjQr9gf*Dq|MeB8_ z%htU9`9evMNsgaSR#&1zOO)o&m$#=*Nsb|xvek>8u z*=7$PsMolPJ0}*=*eRHOVv);@E6>ps%sxRTyZ6^fqJ5n{V51VDF62L}pA~os$%yR zrg{rAeQJDV*y_QJlX-8dC2#Xn$Q+PF- zea_S=9a!WhXAXGCi&*FE7ZWZA(+J35A-ijFx|a!035?l4vVOi}1b*Gw+d^q*iR z6{@Bx^rUMh7pnVD&^)0hXW&j_g7v}c5e+(V;)D!%diaCOusE$NqAtH4QLBrXqE7iE zgLG$U8&S@zIw;~`5#Fo%Ajib||DV0LfwrqE&xPllYpuQ4-fQo3R+0lAIcc4HHPQnl zHEl73$fwLmP7=f4t={|D4#!tUhway~PezA{`M7@HMb4p6jS?{l@ita$!%q!CP&Cnk zqC^vIP?Uf{!jF2uSW}3as|blCm3q`TjgF z{#$ig5JSAdNA0h&V8Cf-Y%l<8=wIS*{1+MXZ~jGASw4^j!#;%+gV6f2aG(|VmSStr zNd2#}sx(r??e)JLK=wCV|BI};d_Xo^Y)+!JmR#6wWJn@70yiQ#@puiH1c%<)l#nD| zDSBPA^}ouLJVp(m_?H6^rI!z6iV!*jxOD(}7nOXS)O`0O)Qk#h&Mk=fi;0N&i;0N& zi!w1!HDN|3hgt2SGBN+0#C)3&^KHjKOf*uzs7%a1_r!eLubG$^m5KT1lN0kE29}y` zh>;rVAR^NTmNq&NBXsM}-7dHl*l?B#vnpiJFsm22|FRvm`@M946}^pI6|L=R>4 z{G?o?2e3k-Xi&IcC2{BEdLVkzgWNkzgSsNXoDxzdAvgIb4>d7eUZL z4q2j8{O>`~2aKtWm`h30a0TQHiNr6Fw9Z3&=+cQvdP)#yO}buYJ^vNn0B?Riq7-2@ z)tsnuf2DMPZP?bz_t$uTW1uT6hvXt423|W6Xbf9%?{LaCJX!I*R*H#Xk~d+bE_!+DcTN2lPSEbD z|1v>I(AQ`Z6dx~QEyZoIt>EM3wREDj^uJ*(e9MbpOY{3*UQ5G2kdcay7cuq!Kt?J) z{`Z*rqk)dQL1yTLDzTbzM~#l9@~v6ORNapDr$@{RH}cLbT1MoIXc=K65J75eI4m~L zx4?KpWFGhzP@mnZxJx0zK5PIz7xJtSE*ZcrwZbc*HpHytRb){n-ZUJcDn&prLHrn@ z6ESoK?w?+1Lu4Ppa_LP3Yoiaxm-m043a|jmM<9)Sg*cu8!&?P(B=A-goZ8*!mAMtA zXyV2zkD-Z1r-@sOCbU(7`QP&Ja4qF^M+}%5iLKw zibSbD9dThdUiK`UbO^n+P!wsYMI!bbzr~0NMT@r5ED$}8hwL;3v_K4a6@dcwy@q+d zH*s69cvkTb^xBtV5MTV?m(4L^2MXqR>^kcAj6lWkQT-mUfSy_2VVzC)_a?oG+m2SZ z7p>xL*lO}@2h%DVkE<$K%Av&6=~pXVd91^%B8XrWW)r6w#|G^zmIU^XkTNxwN&HKm z$2xMUS4DCVr;nV8;Hbcci<_aONN(FW-SbCXw;%@Dq}SIo`u=w;O@WW(fin?ZEuN>1 zB8|O~pncruZxBlk@qWT#31TYlVq4x9JaXaqp2O4ER@|<~?(u^=WciBk-{a$Rq`c>` za{0-k>`j7){3>L{$$)N3HSy(;C6f0Yqo&;jSXzY_D@{n!MX6S#d1nXcmt}Q&Qy_hyimD2S!0|B} zXz&#C_LiUFfJ}(J^}xF_?lc{U^zC2V?Y-zs5RGU-SJ_Yivl?+!6x1zfXt}9jV<6}) zdL)Q#N<=Gw|ChjtuhHV`YAZC*!?AizDvrfAfRoKB#sjYipv6j^0Yv2;;vW=?_)?>J z3_gyfV0jtIORZ?y-Cm)WPWR3cq>BDhDvF@sYV5n@!R6Midr+m9y;{sCD|Hr%uOv)2 zW|f|A-*<)yoo;DwQD3cFAwc!y{Z_+3*uRvvJUaUXh|;zuhhklc_-xmoZv6eEK(~jL zHc$17uh_;{ zWQ+$~Ca`1a3Lha@UDlG=KeLPi`RDCWl{WP#rIJa8bLui6@^v$Gc^1G0pa)`dLoyA_X6ZAoP2V*5PnO5JY3C8ga4sS$qRM@s zRzjq?4P%QgHuN%7_=wMAh=LkM%QfP2Ao^_u?Hl~8Nt<~w5I6epb^5c!pj*OSL$~R| zU{=_u?e4&H{Cvv-A&z>T-l7FFN97Yw2{LE`Akffb_IV*ZX2doi^tY?w79(5y=OLZz$bdaMA%h%6N-5AUw& zCEw&xV?vQhMswHxeAxLNMur`Cvo4Rbc%$<&(hk9|k=!)tcLwlzVT()Txvff`O(&o& zRa^y$u^;*kUc6?{>TcuNw|1JPk^7wIYgSL#EZam^uae65TZ)m>+me=MX6^(#Pb~&<=cz?#ag;mZ7!kDJJt34Z5VSu(8HR8; z5r%Np){vE_z!0u?KzPFvhH#zd9t5~~+~BAKp&bz)YHmlt;HP5P4ILa#1f1Ok9UKaD za7gg!Dly_a(7{m&Iv7vu2F~7m%J^D>AS}+B$=qLtmt8L-2>-~4hr+D_8^qVIII0%3 z4Lg9N5Um-8U-9nzCBeGl9U3b*f@KH>6&M@pqSBpjBwmc%dJ%@+&_p+DkGbNyM;GJ;j;G$-MmZqJr)sq~Y-mscVpr}y4; zI=wHpaeB|2={IOAZglmx{Ml7YdJPRZ`t4S`n^(ib>LRNVWAWD>y61W;D|yGG95*sn zCHX-p!9Y1Uxp#sLXDK5YK7ehPt~x>FRrZ}sG&rDA!LVmng~a~^JI~G1zs6&n89n!jP$DC5&cQD0Gf*q&a%%M zfIF|9p3!@;LKxSes2_?pP}=XR|K;hKYDON<&~o=zd}ydA}AI<cUsoB5F%zM9@f}yxjV^;X=qYQ~eTn(_0mnt7tH7qx2ECs{S?ldYPJt~(lced1L!{-s$4V!vv7 z)T*m}gxP*GoYiM2TL-rrvbM%>Nm)YAV|p#E*SU*m9TR$ome19&g6!0Shqqq0)0InX z-HkzaU~4q{Fkf69>&R;3lq_*|uBvsnLwB?bM>m^dv6FOj=sD7t)Ujl(HrBV2j%&mP ztr#rq`%X<`W;D6X)+U#0!9YeOOVJck?;#vDeVPSz^v1*5Rzk9+I=tGiQ-G7F%v3%&G?)y_-od8(8~Rx8782jWF)D+3HtsSIE)O`lR#GRm~*;ShnM zW~mwT6f&j6OL$Pl(E!V4AnAduddF~P&LfIPWd-0MFybYTh^@M6JNbO9V)NJg6rI}gG_0|kCeF4+LV3ad0QMlL#6N@^HApKX#D4095j%Kki2dzu9J~Oy zaD^H!%ySBb0yEE$MiYwHy>hD#5D<|aDPLZnbXk}bS$HU-pLw(xA z;62kxpK(-Bkjhcls8>atkKiHqcL(~6or|LFp|5h;`ajqLR*=AVEQA0{}GkYCsgxeBmHG+im<7 zLwtgC$DcMeDgsgDXHyuoqB~gF$s>UnG&|I1ScDiZ(<~&^C3O3dKWS0DUuna1S#`DH zEOxJ0;rgj08ao&86=@y|5`u60Y>?b0wx?p6aq$ zOj&cH=gceyBdjG(@SRx~-9Y9z5LY^hXUEtpyx36$EWVLS|t{=_JXS zD=r-FF-l`S8dS>N{k0EY58MMegx&hhuSgC{CWO)Rly(f(5If~<_|>Farq6**zz6%Y zPJ-7#@=(z~FOvk0%cyigYSDR&0bz6p)w~P^q@}iDb-MPHqiDhqyK#3?DEE~Do-~EO z|4F&K^Cjo*o^8*^-F@4RPwpQ2Ps!cUO}|d=c5}Ek+!HDjYLfagOv#!gvlW(#r~c2s z@fGD70tY5n-jAAf)YJkFf^d-z_t)X);P~VIL;oqczyHO}?aI;I7p_OHLB9$YEoAuP zj$$V3&P-;o#vR)V#%tkiJEp%N4q==T)1i^!^Z-vZcER?3Xs*YZhrYz;D1=)>Um+w_J1IemGZ?%h zS8d)V(*7qJraqF#HrMk2Nx^+d@1BuWXcW}xH{>f6rDJ+2h)YWvsZ$4B*L3TZqBR?) z+oorgrYK#kN*_NH<^zsfeDn#{MIEw!jFTpmAJ8(LN_b`)yZu*wOQl!M$r4oV!5L}9 zCW9u7Y)=AcBq-J0F4{(`^4fJO^U}x9g#HBx)@CL(F$j`A-HbS<+;lTNI0ZpD!z@8J z5?dX1yY%0*2#U$T!>JK)TV3Zp3m_>%~DU#?f_`Zi}}R4#o*==?S}1xuuob z8oV%)uCUWwgBs_c5Jl?KH2v`F#X+Y>@=X%%joP6>_89{y?o!rX@pQMcHm0&Rar>SUWo;sQVa=h7)+Bt>`IzZ6 zkC|@pOI86_8W`mbTZ76jtI5DlWZH_#wXbcP)(pEb{WnhW@b%u`h2{caq_siQ=OMbO z%y1iy+~*N6pkYM5i#hZu#*a`K)WkU=Z!l|6r%PNEnKhMRnvrb#y4UeIK_l?42n^p?i5+JK|Z-X%#A%hs-%%6WItZJ;nf;GV5A|bX}S1;!7>Fx ze_D(sNw6P&Rji0ro5<3@+^-FBco6*KhJ1^~Vu?BQ-Wq) zpUgHTCYC-iu^9K{Pw!VA7@2YDvgmYy7kHFkC7#7WCp!dFL`H=hK=A-^^6jz_r{aE` zLs=DWwSH1>KhQm?1Mk#-^8uOEq4fY*xu>ciE<107k@t}K!Ni9Z?*KP;rMLEdr_a

k_#y%-{C*{j}uP<3jNc>IO}2|m&9hHnR8_gAJdsM4(@T+ymxS1+6vpMoOlDnKM6 zXVpavuz(TF$7p!}E!L+?NXPFm0Z6u=9s@0-|M$a0iL z?-BsU(V&^p38IJ5^ORt$w*-hBof7QrJqi$63CuA4f;4f4tAaDUKPtS)>H&mJq_1&y zSaNPmA7+H{+oU5Y`_Yd-)5rHN%``sx^4`6Go^hZh0*c6?hWxI!(FMCqNAqNX7|9v} zyG&hd-NP=2iA`){`2vw94)C3-gh3{^J2=a9*6n`(M_4z47ct3uj<_Y|nWg;_Mm>Ix zvpm5A;O#`zPx^=N^`HA{IepyTT08yJ@8SV_dgVc5y_pt-<+3k3^sLaK?*TC9t}PF# zIcBWaMle$C!=)epo-{0t&M|v?`TeZ6f9_Z>4fNxEWDS})bIe9nDB#53n4$tv#^8vR#k#>gfuAWxf?c)vVyY zlNf_$Z%>YZinr~N!L$na0ukV%@wcblW&K}SCq`dyyV(6IGE%U6?e95*qZXrgLtVJL z-hZyQ8FSkWGX0!0>taGpJl^DHr|EpzHYo#)!ZBP2amQ6jZb5w$L-dkD?CWCd> z<6xa{-ty3RSZCb@>#PCmEUSw4tIC9fKEzS6fOY0jU)L)`eKltDYJqhQ#Nl80jY5`Y z?U8J?PtZev+9FRo8BoNF2radYg&fv7@=*-f<|3p_(?E5OB+s+PtOmE7YE>C&#OYI! z*u{`i8~(s7Sp|A?AiktkqVwbIIzd1XTq9+{hiwNy&Vy!=Ec^`F+7ab|#M+}dYw_gQ zG`eY-0h}4y&lb(_2B10Tt8b4WJC~NmE7C3!>=iWUi2jN?pW$3R@+B6N@P>$jH5Pn4 zZOpH(UXle(_Y3H=@=XCq_px(hV6B3lDw!7o$2UU9I??FKYOQC@z6$;1^)pr<> z#tpUy6#=b~K~BATj`~AMW<47weS|r(F~Kp4(+B?88l-v*sQa4nxHR4P`=ZQ?8H+~)mjBk^X)jMbYDH5f_CW13*lF*#+mJXY5wN{@Z6uPS*QeZG z>TW#npmL}AS6+|8t?1AVzyDjwhbzH{zke}&c%42*KA4yJaEyFd^D-Zf3qE}KWj-7i z`@=sRXZyp-z(it^DRCm~;zaa9I1zL>5lza8;21d(ydX{l-JFOfDuX6S|ud)w$-Eae{d(6mhCwo)O2gGF|oZ%Jd)22hNA}FNP0u%rWxe<@s=|JH+aj zPY}liAKv>iAC8N4Y3n^R3cxN)jU1*C|e@TZ!-td5WAS+X{(;aekX;A2KM zb#2xoiL-jwuANJF!`Mb^GX!acHdvcYS<5&rz>D-CA2?ZnmtsZf!OV^{&qP zB$ZdN4)S?8vA8$2xa|ZR*oK{Yb=Fu1d{3KPoz>T^&62fq znH;octLym4=DM}$bDs^@!Etll)me1)T;vM1DXO4RR;kzqs?=Gfx^}MVXDiX#xkQ?) z*y`1Di4{N1#%t$-7xo03Ts_ysp01a8x}Fx0uBQcXjW?$SDd>7yFdK9|EwEj5JuMgn zT~7<j}Lr&KX*%VwZ=z3b9vg&mkK-bfP zG;3bBLFjrd=!#Z?>u~?IpevpdUbi8OuRSwZl+*RP4WR3F8*;i{n>DTzx?Y>ruiKC% z8_uMIf9<)dLf7jyY!JF$2fAK&Z5Ca7W-wRidY#Y}RY=$CK-cT8&8i#D3}y>mH=G#^ z3SF-~Gq6I}4QB@ZLf3204ASIZjjoUQJQT>-5eWWHK&-Jm5ekBP0(iZK3{uVUx;%0x zA|RqXybAfW2hvZxHiIW>b=cMhvYJ!pcd~87ByPp0!Bi4<73Dd9irX7>KcwhDZWKo{D16kqT$pXSWVHa`?Pj+n$!^+iRXUMNDT9XzeV2ZFfY5(g=xPYJ z09Ej7CH=x_K1@6H;Z729Tww+ae9S0PT39wlR6g5oh0=v0O@f~=5~sotmQdV@LHv^> zMm>=X3Qd8GLs(Rgpv754+?n(%QzgPCv`t1HGDtQZVz5n%VG{`SLx@eQE&&c{*6S*a z`I9`5sf(FocL5V1)C6)m6y%sXM)3sVWyI_0wI;e zYC~g@t%8;e^D?d`@K=$fQm`?gbt2cuA&i5>_GHF3=oap3fI^C;&4^KI=y2=vO>p1wF8WAKxh8p7NY3 z$@c+7>;Wzz18`r~=_V)p;*1;z%DC+c@(g{@g(6ErlLDJhYLY-Me5|3KoX6C|0ngx>5B=oswLJ9Kc z3llLs53TbzG$cPI!_()ObC^KGqmwU^R{7`lM zWAZ@y5zqAzyLS#emzif-QPnR^S zzzc)ic@jXNsN&k`~v4nOOd2soAZ%YO_)a<@vo2~lq3%~%omQZ=6-yvcY*x?B~udx)w z0yP^7)GW}E?lq<=>8>SsR}dvD`5cS$<*d4x7#9TBaNk3I8%Sta7^+JKS~12ZM!r3& zULaw2#>RxV@bDZF*KPnox%y&;Nj<8DSv+YmV{yKe7cW3amHVCHRv;l;52#@bTg@~h znGpf9Hebzu{d|=^doq)SUAQ1Tn@|@>t6jIjE%T4)%P+}lw*F_tNmBxWp<4l=Z(D(H z4vp33kNgP(bZhhVC1(UNIO=m&17QUb5rD~$JGUeP=d66Naq_{pnOBSim&)cab$kw; ziT=67L*6+vjQJ^m;7tz*9@pv#qS7TEyk~|-?QG6ciUW@5_1zKqc_O2*6ChsW*p^^6 z0=G#*9wjmNh}P%33w{~VbB!PzBC?yn>8*qSrSVLqvbs~}6Uh=lULny02p&31Y4?U@ zt;p8htMEhJ{kcHzRaV$&Icu7{rg3jrW+PWwv7GhaLGU#jy2c8r7zkRQn~F>T`_(es z6BPF>=b3Xm#+Qv<*iKq8L#e_AHgt!N1VhVZGDb`R(>%`sDlA;#M(wy;MCOETcg20%CGwj%wjvxN8V`|J z0ELv0B^^ z`Wq%6vf2|~C(fd!^dpub%+Jv`{{g5LZ5PnswsQAifndJ&~E7aHbOj ziqkUkWYjhR83UWhOh;yMtCzE;$!n5)n&d-$&UDCLpdKp9Obu}HqxpvcR;z9PYK6(X2#C4Ql8a5LbWkt=TNkMjv=a6@NSB(^zAAtJp8 zobr$;Jw;og?E#;9W%4v6I}!8LNpL17lEm#p2${*iedW{}-qc`Zq_`X*SyRCn`csWzY#KUgv8-~}v zSs!*=?c(M5Ve60UK!U;b4L_|9yVa*j{hwkr4q1JFGVC^liNiG>^yp90+URKXy-kQ|_Q=@IIZR26v5V)RJBpuaq7{>k{2plMr$#+0D5whCS zgof7bjLUswbwYt8%*Sj)plW)sNasK{J+`MmK^q*wB|(D&xh4a-#(^9k zHIR`T^i}wwCIdP4i+Ft0K+ae1S}thB9LRAokmI8VvR}31LeTI78KAXamQDVOFXx*) z80mC7I%;p1K}EP{GJS~j=-%5K#HgQmqiqn048)6zy*;#*&feabY;SMK-d=iSv9~v# zXK!zG_VxybO{257H)PQZQri^nb8m0>Rji&5mrb)0JJl~^GXACtfb~>n?Q8VlXAkI- zX(o5T;(!x_7FYmj$Z4n3PsWhG@m=9N&j5g;Q-o8-?|#LcD#zEU+!7njq%&BXGXV9J zOT}G-6@yn2NN^0wU~S4^ZQ@eDfKi2AgH`0>iKODvV67h|6^Ald>-k`sknZ$h!M(Qt&f+A0hwm&?qi?+yY~l6GctC0MGgoDZN!n=b|)Et=3k=CMNVU>}mP{)R^lu!}Wa* zzJ^X3&7@IJxXPc@sQvoia@BaL6m?VuDFE*wmjRjvU5QM?; zFILaNo5Ns+l#1t5WvVy{d>UOE6EiL%?ktFJs129)l zO0JPL>7CG_?ox#H$0G&OJkDZ*X9&7Erk$1v6AO%a>X-07SzgmtfWBazZ$t@^7=w;( zqGzIownv6WPqE1M2w!_}iHmFx7g*a;EEER;y zS<~b-CthfCsi1zeR8TK3w7FD(EFD;A>r_85okP61$up?CN}tQeCy;_;cSJ3eY|pX# zpdPZZ`zJlLyve87VfQz{ejj;m_vv0;x!?8hj50*3buX+vSmlzVR=K9gcsRafiI*Ij zqLaiDE=z2EAr)cGVm%%AkYXwQ^jX|cstpRq0=t31A*5L$o9*hime)} z$*YzT5KXiL6$~M>Ty&7K4;OcEBpHq*+$Y)r9PxO*&2I?(4V9y}Zc{$yQag~RKM&l- zt?FDTylt?;jqX#+7TCZwmn@f541s(0aBwbPafSgNS-Dv!A);!;F z)^o>7bY^xL}gWnPfUlGC7k>7n4jElZ-IQbTi51Ofp?eG96ur*LBppbRBhA zdxtXvhMCE99il@t!W^H2Hueg{I6qn>l1VEnRC+xfT}Ms!u3ERQqo>eya2Ry!I(S2u z7!_g@>ue6}Y3VdERx^ncn!8fYqw@c*XUBJcjR*DBfA>Jm@sW8$swE zut1V~pF?;rHBX%n=FU zdJ|!L;8I8`M=>p!r!Hib^IO{ABO_?I$3zvC9BpGG)d)0vPS%T#*IS7TJl$-OR(=MK zp}5-H)N)g?6C=Hb78d}a{Va7shC$T~8`Z=CZq5Pt(FMsob$(*20PD0)@nFj{Pt~o) zlx>`l6gMyAZ0}vd6}-2Y;m(mau|{uE15*;eyXrEqB`N+C`%6%eJm{V$T})AK?-SbvldwBag=8{r0QbH@ zQdMOp1uNWp^s<3wxpHN=Cono7T3ioyH4?fp+!Ic%2UB=|fK4*Rx85bqrnI!qE^R&q1Rp7F8EE>y1WYdlxk0i5O5Ji_V3^ zK+Gwbogmq_2D1|fTCZeXS;aW&G6OE9!lhK0pq&}c4A@ZHngznAn&(rHR|&eS2&ZbE zQ-0orQsZb|rG>y|@XTLz?Mk_JrIW2)-K&;OFA&EF-gh2GYt^2>CCZ+NeeXmp<@SUH z%bN`uMX4V}NMg}w0P??eqJ1S~@)KIGOsvT?v_3eJlp4a;XIw9M5EGTMcfrK-rP?)L zvH-l$!VBG*F-)iR{Bx$O$|SQ!a&jHTi;ihe-dE@Ei@qmxi;0Jt@Egm=O1XbQ_gK;8 zu~JkCx~r7O3i}sKK34Mn)e>vCw|4b0)0iicc6_K=!`VK-nKf#VsyO!bx*eG8pIV|4 zw>zKq)*v5ERH=qxCG6BZkk>4(tlyVk!LHTh#x`3vFK7I=wJg&E*zR?+(x_rU_fr1p zJ+G;|82u)eq}7#0t6XSjOZw8@cFQ=`N`rhg%Jk9ervbI~^Uh2IYU}5lnFiF>&%27| zqaj~I@%GB5*oIT&jLeK5^W4R4)uzA!PmzTMQwoCR`L^yxFJ0#J@>U&4=yDNaG^ZunD?kS*~4?7&0RQvD#=zRIAwp)U4TLNO07RO}eVtDrqdOr`!8-eBg*2=xbY2nprl|4JSG+sUDbvhgbWC zd_}h^x5icpAz!w}rs8ZW*4XI@Gazd*2Z)%MO~J>z7B)lMXo?mRPD?g%hrX7t25{z@ z0{rW3#rnYX8SpS+QWoFCa)X>SgXQcxl6NPtaO!qe?4+D|gJw}H@{=I+lOS%W1ZyZ| z1h?;N`2m=3jiW4pb$gu8+as!Jlh}T-N>pVEQBz)(X$Eb%+xg?|h<>OdbFw>x!fw14 zq93pj+9@`4Hx>)wR5%G!N88^DCsj7t@9O~l=9j2jJt6;7-Yy}66 zemHgG7+oREFm$;c^>_tM6{m3&7v_2HV^mmQC@E6eCpMUez!0(@nZqxCGcp)JyG~aPyy4l>{#^Mu z3m-VeETzW2Vk-_x$G7s^U>iCBd^^28$6Uy7$Ut;1zcpyGsJOXp>0|m$y4yE0Et$RO zOX_=eI$W}uZs`KiJq<}pd2LNG(*SwzrZYKdn>PP+&mZ}Fi*{`mENKSp8l6(%M1^TY z(JolgPCxty$iJkZtV2@O!eOOyikW^!u!s%8ShDlYzD=YZT66~8=lj}>HV}_!Brxs1 zdk}YPWVpZF-)j7={o?=ZZFN zYG;^E6O+d@S}ib4r-{{K8ZOalF-j3Y%L;57 z?xMxHj#-Ph&BVS__58$L@m@H&?^I<{-zh!bcM1+O*h{EF(z2OwFVV7>v=VSGX>-(u zB5hYMpe$DP12(WB2khC4no+`3wXC3#xT`{8)CS!ndYYt!p2i!Y1yAiXK4XsQ69xX1 z8H&V*;+`5{HJpWZ8kFW0AGZ=`DZOecHf1m%y=rj1l_quyBU`|lDcD0|T=2Pxruas} zR-XjIP|bXzsF}lslGh_{HEn259B$QU^=qY0wN41m?l?t4!Zj=uYzI;$Qu(BuE6WdvwUf*n;#7CfW zuRs({;`aDrzddOq#FCTdzjEdLBkJ<`m;LP(D_3vWI;t;iO?RsGN+wWxMf((`vH?5& z@3NETkNllIsZ;IUm(L%~3nQ0jC&4?KHV~$IsoTV!^#5&i!NoRg+x}%4?B-Ao3^nmg z{cd{_@8KRiU;UWo=;A$LM|%@?*SccL5p>~@v@@HHy2uRz-B zVJuND9F}OwCX_}nEj=g7sD-jzRIprl8QE*BPT)ZiA`CjwhYC}~DvA9!LU;+}*=aCB zP3st;rrBwQ5o%h;(WzH9;c23fW{v>NXLsASeEmT}6U>Mm+q%}9nX=vt(x!v;CXqA) zd2$6im60Jx3@C}X3d`*WLlX$90HQ@S?Y46f@bI_y+^1Y`y3Jy(I*axMCO@B>g|1Js zKH~u{ZutmXnO*u6bM_f#wmA6Dl)!*Nt6d#inwG{jwujJ78yfI&r~PP!`@J>pZag@4 zCjI;yk8+A|MQjh?IotdW=TZWu0SUyiJ62G^Q zZz+(<+Q^7U1$ zDvTcp+^Zl}U-}%26gsakjU+jrM6vWHZWqWs=nma;pGr5)Q_15#ANx)%%S*uI6vk)0 zUxaM)V#ta+S??pC^&SQ&21AA7`GCbGLl_~K_!aGRRj&<^Z-hbsTos&wVi!9sbBti2 zlH@1pr_O>uYm7Ew`o}?K20g-rBK|QLG2DKUyJiip?9d(KP-w%$%JeB(rVUkI)Bcv|Z& zTI({cpZ$)|`twFtCk}9}<^is?@d2)Zh1)~G1Y=5KTlp=PY;*DAoGXm#TAXCjKoKRz zFjJf%@rb}i3-DDTWEJZ-WUETiZa7i95DXZk+1+jxovT{$70#kzZZVa%WTK&hvG$t? zYJJ>C6rSDAvmGM_4H_ur?2zbNmHWWcdz6!ed&sd?kytZsZor-}5}Smuf2-2NCj%T{ z7NP)WshOEtLT!XZRw0U;wc4!+L2UtY1=WXWnnvQ)HuB6cRx5CJ7`HjSWPpNs9;#JY zJixFg%cy>pr&4CFJGjcH2btS%P`m<+HK&-FXCTR?yDY%b(D2m2h_yk0R(xV?M*)#MNEh-T3q#pZLZR9g}ipLlm( z#Jxw0;k7DjskePF#dd&gT)n;%oa#O4BYKu(ObKqI$cBlmxn_vj`NB3bOu|sW1;s^l zBFZ6=^MUC`Ub}feg89$-+PR%fWBLeMACEV-KB>`eHQyn ztP+w8LmIP$hqf|A^FrWm4BA4A8-lhCTLjC1z%(SA^qx{OKb+Si{uP{kWmFtZ6E49a zxVu|$m*5V;-CcvbYjAgWcPF?8cXtc!65P4N``thH?>%R?si&%Xx~t~to@IBYdpv8J z@`luH){%MBhAzidAAY@x_#C1?V;NYPw|LyGrf=|Dj znpY5|j5Lmt@WRD{q5GK2w4|Su!uvVu}3Q}_+Ue97@a8DA%X!|F^L#PVRTk!!KTb>E zb}fSV9Da-yxI?zYu6RLU4ItL%uN5FeYNbBViA0N3%pty2!`JCu4%#konN}ogxiItC zL~|i&k~5^2(7mXhw;Jl68dX=9|d;T`0OB4R~Dg=J$wGjqUXUp4)qBkX&l18ryA zfc1k#Mt`>cdnfK4?}VbEdYq(_M=7kAk*mn1FEs%c-e09IH0FMddU&xzt4h3yM%r5U zO6r`SF=MlkOZqFA{hNi@@{MrtnArr&FP~P{0HqR@=833Bt5DR(T!>4gL(9{qIya&U zSN?{J92j^~ujIT2!N(wiN$S)96~2C{MTec6BO<4>GN=9vm!&Z~eR>j^xE`jnU&Q*A zUgR-)Li|QfT6WDg2YJ_VeOoHWOs76V>1KwE?YfM5S+lA?CgO0PC8OQ`q1~I{xd@V8iVGPP-^td`l?y-%hIcz9$ z7hdNG0*cXEIrmV+Lzp?~j~QCtff>GB-j16!*yHH>7nioQ-F|#WGNDH^j)nDKt6h+k zz2^1_?N2!{tuMi9{Ay*?DLaA%(7(2yR|9+=`pnQ_vCvAIk9YOic7x5nk^cY-Q`&~= zt83vC#t1er-@P<~lrql3E>2!)a-{5jEmLo-Gnx5dC7^#Mp5mzPwVE^7MEr27Yrx$? zBz=SS=5O?E!(w;Nd-gBjRvRu)S04Q=nMjs`-|e?7*rJIgIZL zg~>W0dClA5*JNR`@Lj-8v?P5{5+ieHLhDkSCdXDiq8Jk zLnYmAmknTnCt$ssrRrT%)egqwT3Vikv&W})_p1fVrIjn?hL^+3uGR92n#n|!3jI!Q z-&{=A2bF3Y`$?LL%|&HfuhNHVj=xh`S>YoEdFGb1@QK=x&K?hNg-ei_bGBEf;G5nS z$ri&r(5Zp$f(f|)>-ooJR4V2WXdEUF{i!=|jO*+MS+l>iP{`Ii<1_hw ztBDZkwERb_83Fo%qwe`Mm+}v_s7eCvH!=M0*-T;rd!+&-N##2X1YstO<7{~KxrdfbQtfPYC$-GqN=P3> zkhR=fTs*s9{oKA>;o&@9#RFT~_E_qR`i}mj)iBE|FVUlzftndnO)}*#S)U+3;a8+S zr*Tt=TTZZW5G4|ZTXQ`cQvW;kYNY8@Lz=&xf7GfJ0o^7=3GExZ!TmO_Ey0jjjz9x; zzGj6?C^8SrLfUjBzy4G7{rE5Mpd`h26-mMo_wj7lnta12iP*u1k6RGJ=R& z*ytyEXYGT$*SD@oY+yA>Zz(a&2G8S?`H4lTWMbtFA=ZhT?;gJRmWAjGdTL^NugouY zzx*YWE^hn6(rnP{%Gbxe+A)LjmexHX>O>-1yl39aV};OHZF1Ar+rYbb^fwr_L5DYMu`% zrVom+tWQ+2ivm3P*F?PpWZ^^C^$uAYm!e*6Jg&_ai5qQ46%SKvQoVS}TiF_PV z@ocJ$T`JC^VZKhmIypU>-=usWlQJJ?H7C{Lu_$+y7F}pXrC8I)Ua>qc%wD;#Xp3mU z1#1K8x06wsrBg*wfi@j}-wSELgPl0tL;~_&G7dSlR|Ugpynp3tkzeuh$sr^LIQ>v#oppPJRdCos^q z(vSvqg!ZTr)>)1Djl7lfTS)){_{i##X-WKs9iGtcj zIvpCEh{*ad$)iXSkw!AXA;Lw8!R7L=%+A-4!QZUa_9|msoq`V`L=R$Qtb!PAZK+O2 zWZ2)O3L54*?MxSKkOGVuBZ9ZLScEe9sGL{Q;mM3ssj>qwU?T)e{1)RXVMJb-JUN#{ zzMAVee^IzFo*Nh9xSyJ$Qi~IoCtE#&Fw9?YxXw$aD6DvRj^Qonc-8y;yn{zCSnCTy zLiQzmeQTq+`CBMbF#dptY}FMU-`a56LW}Sczc3+!@b|v1>Fq!UhH_u@OTIk{ z6=t#L>hRr8O@+E>po|h~tzGd3f-IDWE)_wph~DY&M72-v#V}o`dVjp~#2^!iq+VLb zdM$s2F5};H9iRd4<5fWi_lH3e6*$~tpcxIbJ6%chWxJqxEjOn!-%}wJ0I5}elYC!j z$vMyiYlhO>A7+&by0BqeM?EHjPHaSK^_|L*x91=3R^52Gsj2HOUoSo8;oMQ7YvxVz zt#YXzv?1)K=D^uu-+l4y#+#nrB0SWCf5|QE<{$44_WDXL=gIn^Y0tl-wl79wo{~Lh z_vH_0me00anIj5_|C-HmwRWmanrxWh-*#^_k7ov97{s3}Xj5kSUUjXc5c}(tmo1pO zTCM!TV2@D;R*q#*OlOa*<7)Ud!GCgyf2wGo#WXCoRCL+ZIM{nUjktv(17b1jwyRUx^R+KY!)gYar|)3rn^ z3)Tk8AP7+1pdlb_^RVg2{|T|G%}nu4$tL>A{r1n&{4#ainmE@ClJJLKNXtGx)j%3C zRVFs{_4QZOK+@h1qOVPmT!_%U&m-lo7!`ubq_{VeC9iH@DQ*l*p8Y9&)PXyk zBnVYaZ7Lv_l0|!l1F4nZRtC~^+p{`ca-FOhYN{4>mX?>b5GfB-Nhg_U?yybaDn7ob zZsxA(&XK6N_Kte9OlsV*j6<#~ac8D3JfiR~?ND_oBT|}nW5i^5Yiirv?#%Ja2UUuF7l6Zt7UY^&%5O;N9Law ztNJ1YFQ{2E8%IDw1Wq3D;{jjnf)OmPiu_pfR{T?Q8|UW)!N%@3Dc^SQDS9sG z%|n^)g2DEC7>w+WZ<7tjlN_VCA_IS>9!lMEy7SkvWW{HX!<|-7Ip;z!N}4mNv)S^G zCaK|QB-W0f8&GPxCKJJ)Q4m%6uKaaI%IBrU^3z@i->BdAF83c+r#H&ik|DQ5pZw9a zL-zu)M_}f}j(I5+os#_EEZ9w(_b+Z8=gL+HmCkRoIpn6X+xmrhv#OuK{JdX{k)8>$ zu&feaysbL*%%5i_qa|sLkqtn5Gxo2b=X}E{h4@Sal;tu>vt|n`bJ^j;wRUfF4E=2- z9b0Tgvka(en?QW*4W4I~ZBasD{mO;gW`^fmZ1kavX)>Zl>r^5rj^ka+By-$p0(0^i zB|id;JX5)vES^)#!{m8{$q@zgc|r9Ox$#^c`{x}Rlm7{89~XH8kQ&ZDZ+ zKU5rYz-LIr`b^m%k^huAQ*@)h-HF0IrgJ}iylGieMDS=H&miIXJ?d3|A zAe9AHE0lmYG`Mv=F@V;wsv-RA{noqA@=Ne%|Ex;jW^_}Q&Bag+?8B?15_2UPK?FVq z3|^N(9K5xN(9q4@epQoVE4f2-$x6E0q32wQ0G zq?qjpeR{!Mi+sBL+vymSkiE;k@&=EDQgJ$(NzmPHvsdl==Y>)m#1Aa?K$1X_=&!er z4fjYGYLZymr1?GRojJCAn`0b^~RkbnlGB@VJ7>d>=g1dM6In(#6TdUwID6)oL zunPZ+27i&$`%#9q5l~7VVzHBPIm;}4w4K%*LB!c4%?p~ni6&fM7~WHVeD4)|Y(jN+ z_UD0n@%fC|4RmfY8bk(6HTE58w`H^Q+!96|07*0pD~ zk383DwfaLYC%9CJi~ARrWLH?xSv4*$JDWTlT?P0YtE|wll8;rlWlk{yc3mt)+=T0^ zTa>T3Lx{k8^3R+e5)@@-Fvsh2@%CS)db_KjIy*Z>j7|CM;D8}SM5vgo5RQ)8pDjj0 z6p-EQ6c;K(!=ifsQde5kWG07l`^C4e?RzC|pHsQ8Ur#dEZG5aV*WD{K*PlSSS{)r^ zZ8*qfFL6|#gWVP`00cf{>!vb_0m%{LS}_j^;j&vK}aN|EOK zc$K8Wf;~Luz9}7RJ?>MV} z-J}Rl(M$eV75K+1$|U&DTeL2EryN-ETjwG`lu69qTA?!kF>mae4@|SyyM;=O$_H%# zHaw6s&iEXwM{60@ZPSHA`#$wY4VMCEiI-oq%SXIg7`KXa39RYK;Ug;(&7lhPWaG_n z!S%Wj<%6>bdT0^2%?fo^!7J4-sUyook1R!Zb!%GpUTGSKVio&h73X4f?zwWw)47x% z&uXQ`TETZtGX!M()C z3nAR3S>KdkPmY2tUBsNfZM1HUNO)ds(5NkiUUX>Oo!aah5-lXcH)ea#uY_I z3tNd@Ojll(^>cf-}Q&gT53gY4L9Q0Jy0LQF7Xws_g#E0V~1&N;4pRf#fDykE(I-Z>7BVw{71`g z9#lVQdDiZFk=DWk8U~Je?7T6j9ZdD};ezX+C-mNA*wR)0*&nxanC5w!+LdLvFx6J6 z_1IqsUv}DMyJ`+GYNcS_)kdwekxE%FA6%W3{|w${JG30UiCKSDf84T~W^P&yhj_B^ zd7}dlK6kOK7^z|MMZ$RNpjj^?|l*eaB-VILcT#R zfA9yQ$%ELN61vDt0Ey08g`;g{j2tVM!=7}*wTmMbgiK2N&_;<+yOqXipWSZ%Kn*%e z1)6NG0ZSKTJgyr11!<03%SK<@l1(pIn4@^D2xn7Ct51oWfpGf#iJ}{+Z3To*@9l3V zHE-q@Il;^dQjd3#!0`?0?jpS-*1Gf#HJggpK$V4aS~aBx<*|g}sHep`=z)L(y1T)QYy5kPDULi47G938Yw^&HFarhtBMuq5fFjSDW<5 z4#K*t=m&K_`1AtPY8dj)pkCx1-*GoRTdj5L6@PEs1n%iKevLk-O)uhNsQT zQX!-YxBcKRJzw85#U!lYM*G=^6Sc@EQdT4U>IlMSz;aDhOwELcWjQBByS|jf-{z@B z#CTCLXrdFk_cIdb|1>0gn%;Pwdub(px%ojAk|)nx0m*)HA9v}do!;Qc@D$5Ed*e1z z<9YI4(6L9_d|LKm5|_*~u-m!U?!5<5G)Q>`?NITy``{XtBwRGhCg+rLLG@!f_F~df zcayb~U{XwqeJFPfkvNx72&SIwewbqfZVye(ZW>%dmJGYdtN=t30wki-`e-_B=4Z86 zCe5PCp9SJ|UV9e7pq2n>F(I&`7|F@?b(cjuSpQaZ0XS922`4NlTt)=;PJ1Mc(Ry_! z=<#3bzb8~xNcRY!jW(&u(s6?k7+SG|q7YqC7lGiRQ>{Qb(411*QMX41s z2`;l)YMlVnm+f`+(U03EwGo=dtnb-;*3**$z-3N+euTv#ktgNP8!E!6bY6RoJ>HV@|No zLYb+%ztEX=E|xB`mN?onuJs#m$!mVe&r0>da%-(0(W!g+l2o0RAbLzJ(J)8GsJdea zIdMTmD7dGzmo`4Nfpfe{0=cB3%D9HBvnr_cuor+x#J3#g1be0;u-IA$BK2pm?D}?@ zea$B8QUDd-oVnbLR==YWaXe~$rBAxm%Z0l_sp|~+e08!q_U6_*KxoD35-%+8p3nJZ zJ3RECPaE9Jibm#CQxeXcwaqr>kkzajqi~Tv>_4Jo-Wj5(6`ay+ADd@MA))bdprXL| zyRp3Xqy;Fea!aQ5V?S6uOw^M^;L3avtdEqM9XGoxXU<`@;tm%wMg4J`9RxbYuq5IZ zf)$>ihk3Ny68mFN(2~Rv z(P84%Z_8T4_1@^jZ>PDBp~FIE?@E<|bcPJy(jsA$ZV*llF0H~4FstAi87boB-hUuz z5D=a&K}YY$)kW*6R}x~QV$gp;tp5UK{UaNo|9ry*{78b?>5_>(=0`>iX$Zr)xCqCc z^zNA~QPiba#Agp{+1P$U94~gic}`)(*EVccZ0WXavAdI3jCU6{y{&>AkSz5^3JGQB zk*n3<267UW#_mTT!Gmy?Pqf0w87$&mfaA?EOeW zZdm#cDa~ZJG!-oo$;~+KZmJb4VdN1J(ABDl1`kiaN&Xo~X?BL%4j3eKT1Obm#++T) zh^emI3WJKRen&WE8x$YB$%Sql;TbTG-Gq2jk!}lrUB2SK_8?mN=NR+4o>}6RY|ATW z*dg?{FoeiyLCj5WCJRabFZbYW@`@};U-}e5&@@%Jc=U}7|C-3!4^E(4z7I8AXcPJQ*AgD}M(5E{^4WM) zhSFN*i@_|fqu&4Hqp1vN1lr+cett20*_ipBZWrQ;Tk}veE2o zNs{c%P=n%H9%-~<-N~ z-kw3@{$ZfTc!eKLwEnCB(5-!T;xvLpTUIn&Sp<;v8X%}OC8{?W zeX6$r#L=9n?sA!oGUj3pRPhI#csq*v>o2X-0!^TroYb3K#{y|RO{GFi+>`8SJzYKp z^!hVf{u`9KGri4^bDLyu0wA0&Kf@3cEuhCuRX|eo=q|{|T+q4!i2+C(2cUPc1=8k% z4g}~Agv6^1P!R~*3nkZ~Pt`y8dI}}~ce4J`?#}Uyc>z%-ZTb9Ecj-$<8MDz= zGF*|d{6X7pA`@oPT>Y)i>IP8rH5B*PuPr93-#@Vd(b@wxJx###9zbuWfJ0Xo;NZC^ z{inXu@;k5ulBrNKZ(VU;ea9$g@|&B?|Dq|e)FnyQsq5;mPdb&N_564S4qOYM1pu{s zc!!w~YU%-OxdU1-2GBY*5Aj9?Q`yK*F{ z-yZ?!-io^JEF|Lxt*0U2#J|D{Gp4#ZZ?NJogIa$!n(>`>tO8)03Wu|LvKsN&;^r-I zVtPuXXt{5XQO2_0oWe{}tm*5{!Y9a+J6#>aOfJ{74Ohwm%=# zPEl`qyGI#&zXOUc7tb&g*DYPc6<$E^vUN_Lyx|L|+CN>l*ML-A04m;3uMd|OGFomY z&k&Or8z5=oHkbcv$oHicVeFdPc*T?N0SG7#pFBD0oT~1u4iMh-#luWIU4fI{AB{5R z(^$}7|Hl1;_GJY?*{ceME4_dd{-^L+O~*$q%w)|KV8ETLvwG8YHH^l6T>Jk`8~^6Q zfAO?mRDZ_Pe(VqM85!VnQ~t8S3NQ^Nd;bRb>1soJg)%sh@S&C z@6)T~h(+Vx9N@E$-%emdWYwdF%N!W$WPQhv^)hCkWbar1N!l9~<4++a*ra{%2kjcK zs^N;T5pW*ND*Nl}>VUNI0~*9n6E`5B0;V@N!1TcepacN%e%4?C1bpm_K$BC#^IEI@ z0)PahF)qNl$L1d+I0uqP(r`8d#Ip6#b77PGh6Kd&jt>;~pF@xGbH4fcIo}xnqtUo` z`s}X)5KteW$L+LmS! z@C33|PZW|SE=a_S$wJKJ&lMi>1vwSJKnHiT_&qF-)3#QjBa-YJoR&0WDEQu22^gal z*=wQW=Ii(Z&_{5p=}M5^9}M>{RB=ZzEX-mDgw=Q8u7U zgtXS6xQNN@{xVQf89fu91?4A{`!r}F0Fp14`YJe|Yi%Qp*S7vo)MXDqvf>7GU7wQI zIiPzy=#^ym=Y`_V=&24swE^YlSzZCZrru@uA3}6t_wRr`e2YQkdz?L6qiN=ypQu*> zF0C%;00XPO0UT}v==J9PN%if|>v;MnR08;3O#>MDKj}I6Ic_^X$L$CpS&P||ByUWp z2Aa59d71-a!sl0&gLP+od@}#dtX*0B4;&NqzU{BuHp#rvz~%1c^Mk|xhScXk(p{HI z=G6h1{+180Is{-kyT?G^25o!CC&@qi^iu8Cl3_wf1&BCklxV+~M?a=EU&J+>RgUv5 zYut@W|*KbjZ3b(&zAPf5SKGi zVr*jp;j3U)=fkRH74PBd=R*6LTZhtBDlsl>zw1ft6$=pXJ6?jkCaE&wfc{CO6yl z3qt}{))Rak$l%A20=T!jIJZ)zvxoH#dd6HxVYkRX@a5Kp(F-(4hK`-kB zt{sHm3T`hHiD{Go71|J$91-4Bjy07SJEYGe-4kVTxRfayVsNXLy$pI6lUH;+S)59X ztmd2l-B*@X^+ESd$3s$-u{Tf|fe;RSDmejhJ9TM+?tTNNFK>=M!!SqcpGE7duB-s% zbw#G17zZKXbUBL1^`(=Ne-He2>4}&!m+iAawBnP`_OqD)Ox{=_8x*UY zfXe&KE@PCP08kx#s^$UJhI@;Q$=YX~mrsXxz@f|S5siAyvqgTTx=%;t{;e-)w4MZ? z`el1t$V3CV{4B1IA$~O5`@XJz)F-M>$fUd1Ag_M+iCD#jnZIy!)BP4OsN#E9R@Q4> z3zwhSeiq(QQO8jS3SwzHE6aIlM zB+4sG^)8M{Z>-lR*eY>e2i-3}yqHM*LzfAgW^uZ3U(+}BN!m@9j9y_yq+9#ci2gub zr*BO*sr`*;*82TOTx;nY{ENfC2(io{F6+A#gF~gM@l1H6Z&|cifkXem&7x_*0=uV9 z%A-nSKviSRU5RcQ?10gt4v9S0S_iA$%#BtjYZH{vpJD`5Fg|b#9)X`RK~i%BW*U2q zPJ1XlH5OtDl+9|Dl!D{K^q@yQbOijxuP(YHmw#EGN|U?NH2-@QoQB&T;5|%a&ct8h z_M?&bGd8L*k~dJtpu=w2XG^nHmT;iX&A~|z*as^&beZwYQZOy-vDCD-^&00I~)W$E#F;?s_F6P(n@(ivT$Eb;BSCC{%A&b#1F9w5evHluLQ&YtY(^rasZNzE+n;Fo z&J6Q|8o~ry5{|^aN~Hg)$=+dzCY_+iT0w7lI{L5Wl94-sgTC!pG!p+iFPsr+pIbWI zZri+fK%-ME*S(% z9S{G!Jb2zYVq7x__+$U0|J?3(H2XOt)xf#kt*(cEn1>Pf?{{*EDoqF>L8FViwel+= zHvs!c0ruV3z3P^qp+2dUTPgWSBzb>wwdo*4c}3^bnD!b={bIFgR(|Gt2ey z47b~dPf*!(;~YbU{E(5$cIURbx@ZR($U&d!Xet()XIM3Lh9~v;Q z-`d58+N0jZ8$PcxMz{Qvi^jKRqMXk;z;#Ca<1P0xLE6Ol8>|%MPwS}ej*M`)xkvXHorI$JT;L;i+J-e>Wjg*O60|23F9q*$i0J z*Rri)@^Q2?Kk7JgO>A?&i;x^7_6vz+oW#Ne&%$!uV9Y|zlX?=gl#rbF8^0sMkG^{)xQ~Ffi0y7$&!z2;g!6%`sc@$Y zcq@irUsaKN$flTX&aKl4BWvn*qe>YQ*XZA6R%_}RqfIft%g!7>)niQt(|l8 z{QrADmi@{alZcik9kn26h}m!7F{(kkC)0Q~39CR8+`yzwln zcU}JgtQDUVck<`J__TWJ0i&ksbN1G{^sTR~NBkTo;+MYHXg&msJFh$s{3{Dn3I9#s zJ_Jn%uRPVEkM0+j-~rxvs!WVpEY?qZ@3;7}HD-N5f*NYs3#6Usaxc`Ss=MiaQS(aP z&ZNm5UVg+(lcZ1WK7EzB=vlRiu?8+?CMd4YQp7e};8Io1Lh^IJD2{w%(=QmD z^=ZgFYtZSABpY+p{5IAc1JyfpfG3XZzS+AM#z3Jxa!X-&SeOus4lpda*#0jXYDgSXQ|DMHm~mz_8RVMImYvif?@kjxgk0) z|4P0e8NlG|sGBSF5w^nmG`CMRd7E(Ttnei8D}XfTphFY6{xumB?vYXx(eoP};v-tZ z3kSnv{28boDd6x9!B9mz5^JKNGf*1W7|t}i+hp6zjGj(_{Y`ONxi_K@i&mej2s*2r zL6m8rTNh(w7dcC95>zbf{zaNZ+U|Wk5w`JL8zK!xYQ_~q)9mAFu%YjC#>oQseq_+? zsB=ZS|LIsB0~pzB%qHd)yO zoTfP&?bZ|vJxSPP7Dppy@vOO5KAVndt=FYfqV=i%hl%=g#UFKx{h9O&rI>A9UhO|; zzcZNQ)S-$nz1(4fVzo^h?6Eub|2=%K6jZhzQQ8hy{>b(uAIT=uLF zKU06V)YEOnS=90lB-b5d@H30qLE$}t9T$yOp^wG)l%?E)>GXLZFO?qp`i(3E&VL*o zbya62TRi?AN5}&?8%Gw>AAazmhGXS1+*GFJ7gS*9E2xh?10x&AtA2V9y@)1xd1iP1 z3gtYKvu`$WAi35T0-FXw5NRt~GF7%02(oZ)lSutuaZ<_mqA1(M+SyyzLS9ZBjahx^ zFp{s}GpwGpwW)Bvk%dZ{6J@5bGprTwJgA6Zt2XLoK~dAnOiIdMjzYh=oEZA_mmr{m zd;PFf{}#fGf#m)3P7bl$_*7efrh$Ps5M`d=sB>5C%j?Ps22oD}`j|{8s)4;BaTs?Y zUNu+!@}mQuUi1Y>@%XL43Gb0l9~ssSe4pO}Wb@C;rL&r};A6~wg%C_j65_njz(A6E zEkt}W7*R4ZG{3!iZUlU%zE0*!c%)0BP1B8A;3PIM$(-~X{o17`Q=Qi1~w4Q`Xo*U}@V$P>TQ8@Pjxg4_7= zw__a&b49?*&Ro*V&h2Bxt{t(ur#0tqK!RuQ!t{1PAFpQY*>(WwymvbyLdmMP-RE@_ zjgJ#bH|OcETd5-<9%8^c)KFjP{Wm?VvO4TY2GW^)-Wh>-U*{u7!eImA-*!AkgRU(- zLL>x#Etx@-Y!Sb%3U@yz|FCKQF8bKU`&wc9jT`vJ{M6P&n$=jF$>3TYQKKUuk}Olb zb|;mLmXPQRFO2*B0QppexdtGCb`w1gL`3-M-v04(=}_6qc>YIL%~= z`@>qJ$`j%FQqdiS6dA1|PV1fCa4bGD3qFOvlP`~vldL=3`aC>Vl83y)Y%^Tmc2m;L zCk>NfD-d9pInJ0h>94B-i zDDpZsb-@n*U2jQCz(s3u+P5N71+`O-9a?A0GEjeJnL#8yz((3|{f60pI5B(EADkB8 zS%NB5*OHUb^DbR*9yjyi=S$xirDN7S$%3=jBG_y3Wp5m$r`H@R<4V`zI>rPS3hMsH ztEi`Vi@#UR{mHL0bv=ty6XPL9VVB4!`y1=dz_U;_PKgTUhFe-$OW~hIf!o9G3|sA# zYOt`XAZxgVcLP6-sLq}DTMM?dsAGbKJcuNc>i$sAVZ|3BzgDL{I}4NjVN;oN#Q(k| zg5?v{{R$c~0bZKVU224r?5PEM;KCSlSA;!o&a+S*16J_)L8e)h z&7}DA?^)58rPraZSK%Z){KO|(372<{R`*&HHQ)V^(Z`V(TPLGlbM68xSH|3utkNf2 zU<<@3q`E%32Sw;`OLk+KW9j$QfNNcCCM~@_V*cfNmWbMgG-gRU6sZm0zOeMJKU5u@ zvniFhHliQrzhvN1_|OW8d(i};WX$#X*sbd&pcf30(3b)whD4T}ca z(QxJAfN}@Q(~ZL{uuGE-euWkL4f`uxD$*iu<8SCcP*hAWiy2yPDsxihwdp8yhKtG4 z`^^woF}Byu_5M6&V-VoFDj|An4Z4{e-}*NM+x#t_Wx0~Kw26+K?X+6kIH4mD%? z%t{BhM}FG3w4*fh@kcrGXe5t17W8e~P@hdIwk~j2s4?*@QLozP^h7Yi*JA=dBLMFin9 z9E?Kk#6h_BaYNyi%`l&R1;>+RL%}UXZmu?F)fvkwDHU~1Kh_xD2*Hxon^M*)j<0+% zqD`p^A?&E5#?8)KgJIv(NHvYI;USXW7h3t#-dhs#lA4T#wvIOnKHe*!CFXM1=#$YM zuN|i;Aw6#r$)xf}t&ko}`=e8RHX^3f7920bCSblaDC$>q4JZcg`O>v=gq=Yj*1Mv`82c-NVtN}HF0RHle-(vpTs z^Q^my?h{EU4A!rBeQ^d#GeN7Kx77$$*c?tQw>ts`(wKke1`7_z(NY;WzMJDgoGvdw))ef$s>J?j0kba=q`59q?P%VN)m4U}D!fF@Z%YiZ z9DEyut6BKkdj~s&_tIy6VH}872TeWoT`2BvP!gH(_nMx`L!)vAaDf`TG?7uIU7V3LaVsaxnll$qnH=k&UX{wWH9=PI*a_gXT? z*mF7aD*mnGxSX{u9akDMV?U0x19vgPoOem_DisQx=0>X_{7vUeVQI-K#S*0L5N6iO zKqjt|9V~LdSVkV&a0WTW*9a)cExT#=6q;CRd+r01u`AQ%4`K${#y^i^8j5D*zr8n@ zch}4Z9Fl!+3`1O0^oSw6-51Uh(OsNwLp6gvUthELqb+O2zTV9tvbV+bE?Gc9@~dq?&)3$V$ie{o6|GFr;ky^3RJQv&Lc>?kl;MTgKw^d2RQ4 za8pDQyrK<##S;y(nMDb$feoH|mWI!(nT(*U%FSdCZSQ|cq|5rV5DG2qe&yVct z27@~ZeS{$9W;e66#Sm<7Q|+wI_j_Kfk6v%Zy_k~0^yZ^_=Aei`yXS({hexGiD@Bh)b}%$7=$~;FQUhqi_W=r)c#% zGv?nzp+Rps6XA`Rne}CU)*{8%C1WEA$pDBq%_Rq!Gw3S(0xvVCx{acW$8bD zY;&8x=9xBGY)7A$9)e0a^ylS#N0byog!wc7tv`u=c+z7D@>d9mo{}oMWSGgHs-n7? zrGpE4U{{0u@eOpwHVXF>MVt~MzdoU|9}!7i^qr}fvLFQWm5B^RM=km|zR;tsrpk|9 z0viWOUV2OcvpTl_G)*>Z)OBh3TQ61QQ4Pa;zUVy`N-v1C@`o>Qx+)jhiElLAhuDdq zYrXWi}*ik1Aq6J&(#}`yVuP^iZ$;Me>V1Mki4o3U1y&!Pm9;moGyf76xLQ4_V;n2CK zceHE~yzpbr4i+P=4^Mh^I7-AcNMX zYaEXKMY?mv7H8tyJI@WXh<}->p$D)ey)O%^67&ZXIwy&Y$xboGivP`KDQ#CV1SZY^ zMyiy4sesitXmHFnGOQ6I`*^UI>Vym#bwldpV>AtXqV$>7%Rz1>4ct}O258E9lk~7nYv8~ zx!OmSXEp%+@eWUs3pfeP8H2V>-!5aJ%A<>?`t6`kq}UyVsWql!ny|=ekMl6FVKz_j zFuduQWosMyx5^)62Rg>ss;G>}=*+CEy8?Ic zsEve|`(W~h0A$4l@RTRn{ivxp(V*vSo=I4OWsVUg`b11}k7Zu&RVxfixL7^uuM{Ve zzI$wIjwk%3gVY+1&V+Q&3$tj9w(tvi- zrPKMM()bKnWG+n-~pz(#}S8IqExphR7R|QmMl2+}@6n%Ty%Rg3EH+|iYg*6sa zfRl#hBO&^HQW>djLKs>lFu~bqlZ=XLcdG`zf-2Kl5my6f0R~;_{s`s zoCli?u6@^61DQn{ea@1%2ti}u*``pVs?+@zQuvN3w@|12MY!OEF^Q{4%^{K?lLR6{ zRvG%Rb&i0-42rROJwrUuCq_$xL4|}Bj}rd5N&%{{c5{DJe_mFe{`(xie|YBu9?YWY z;DEsB2~6sRN#`LJvdDcvgwE0LG0>dI@)J;i7>A~Ld~iPY z^3+Tdapf#F^Ln?uEUIV=e^!EfGs3Bk3=acwZZQ2CwRbJvL`Wx)O}%>`JG);jc#E2C zX)*F)q^l5xIC8MW_0m+Lw(gB^MC*?8LbHUavsz!)$FCG$4m}<>NUxH@;H(3-Usj_5)X@Zf_ z=*ik(tc3O($&X${`*;M~V9-5L;_HSUdy!NCgIkeKUKI0qNay4c7?+3N>dN*TZV=F>rs0%+VUCq9m z86SPRu*`V7gqN>_jtoC&cz>}oKvrQ&+>hNktbw$&1}bFh&{w!{eY0w6)VYU~NAx?4 zX^&50bP3fSDeCN7STm?fkSz2cfkL~Q@r(RzwYv`XkSa-Z9gw?rk4sx;gM-Z>sykLh zhS%t6Phk!8T;yIT>APT3zg@}@=nN&cS-?pt-qvd(A+cSxg5429?; zuSuCm2Y7j046%GJrH0-9hMQe1STQ_Eq6af#l0^*ExY{#rNJgV5c8zM1WSvnCCq!@N z!VHmjNb3;}ubUBfP<@`h47j4$rKxdxOy*(poor86z;2gcDSj|$4PrHtAnS9dpkJ3r>8%f3;O(Zo;`|1by{hjFY7N~=d>_* z3nFYANtPf=>otxDe0LWY7q%%A+bGl+jN4)9Ls2yS`gicI^Y-Ii%K7DsudP!WF z=T0)A9SsF_J4^a9WFMBq$VwL{_+T%LI(@-DN}>faCA`5Z!xv&{U-K6$O;0yp?}cl> zP_Jt837KuzLg;Fax1CQH44u(!xR6t#HFC=re&2FzFQ4PTy;o}V%pPklR+hgRlD`^yXeYB7c6)`a{X6#2BnCGPa)k5~IBJ%pw(U$n zeM5wVF`oQm_ciQ1FxPrhZ(YQt^K%w0!DutKoB$L)Bc)c@`Hud!1%W^s3Hn+Wfx@r= zO2FXGZ^JjV2oPhuGtTTP-L{|bs;NYXgRRC!$}M>l;rSH%lWOTwB7}h>cOyQf4q4y- z26Fr{t-{jQCa7+aO39oi38i!KN~`3{tEoh13SJ$zU46R}&r3};ZB5+zLgehya-rd* zqvEt9USk^L5C10$F$$yI%Fe1l<&=^LJ9HOF5XAE9l$nKAO*>nWRE3z=zJ`>{ub#XMW?ElWT26`2VB!kCh7W72%y6&qE)A7ASZCqpmpL75`)(RLQ3a49SuCb6NE zrQ9FPE~&%s55`?lTWDe^N_ihwJI3JC_)3c{0>OuI0wt0H&NDx@&f}LJ@(dNCOs@(D z*FN!w7ep@JAhjJCWj0pwoS3_QJ56u=n7aZVdb}?Tspc`wzRA^M;_T?6pmIHPoeL*MnEGuSKwKaUEPRFC#CRq( z3c}q$kCRQDN6j1M8#=95?73~`Fh4XZ7xa3F;M9UkPvb9?`yB$Ao*&26s3|q8sSflk zn9u7pE*HLS8|CI{01o_)hV{$mCwTen@V~Mc8EZ^<8S8V9G)5keU2By4tMQ?I8^WiN zKp7XoGvR%!2n;31-0GiYIAuqzW9|yaqP|hvw`I6fw95e?IK@iN+3@}X`agfcSPj^? zjQ{@A>rx{M+RMEISGljFNWa8S14PgvESxMMCO5k^7LB8cyUDkcFt_QsHR>L@lIT9w}Vs*i;FWA zC;u~lX&&cfShozCil<)1s7M;B380s?B&}JV5g45cStm7TObWfu{v8{pQzz6lS@b~Q zF$#|zPL}M8#PlN6yC)bDk4{jnKW3C@IcdYTomt&zE=%ffRIH3XWgs_()gqXkVwZ|3 zWPC~nZsXe~M`Y?r(d-C7)r#-&0wiEH;VBMK-UBN~@^+?e`(hs9CaI}P5~m$2|A%C> zRrW9JWr(+ zPtYMFD7P#nnLhwqkx68sp?#V)+U{Se_#$+2QIeeu!gR!3;0AQ$W=zAys4SP#T`hQ! zJUXJ!PJj+^9zaLnYY{3AR;k{cW;N5&Tzf}PqD_W5s>5yziKn4qs)v*D$v{X03f8ni z=+7B9^`w7Be>O#NUBfnM=eY&GhtyJ1xL$g!v6KCo0pudWNqx1>ARPKj5n)@Fu2A9| ziLD?vw25R2t;Flg!r&=(rpv#b!*1n*#fVPX!Z&1EUUi#+|IS}0;@Fai>8d56lNc#G z<{68@T+G|6-z-;5eEyBZW-qsf&CeaK%g1KU9UY%E2ah2;sy@JTEaue>s!p@_(zHYC zi+612Y{h@>u`^O10Zz<0*Qc$+|1f5wqz@Mv3~^{zj0PvKAByR z$iUBKfQolG)4;HA%<^cd)}ya zVtlTvcQ>|Gz%C?vF6v+b;*qm-55D@`)PGEaBOj@oR_SCuG{?y0pQQhzHZC$$mze&k&YHh?8luVkRv67S9;E^S zPMUeNhMF~20(WDn6Q&-;<^dO&ae73tkDQ%v3_MBmEOn=j9&%oMVC>pS0|~K)G%@0s zCg08v_nu39D7f0byWx7=<5%r2;_90vwx;o72!<~zqSBgnX~vhjA$05L5%D_w&4m)! zn=JDSHG5%@*m+x)kB!vCljXj_xFWVETKik5uvz7SHtmsq(uxPSIUWDfd^`; zR}=_F)$77c7;6@Se1=fh@>*I$?Q;H$g~yP|cbtl+6mLR70CN2Au^jocb}iTHbWDMY z`7-H1hH_O_XN;c*J=NCklja(!?(ktySUt3ciZom5JXUiFK-EkI)mj=OuuFn=6v8}h z{7RYaqpZ_GAt=FJs|VF9lVL!$zIwC51jY;QTh;6g=k=mTbdr_VZ^i5bD}9gP!^Jgd zRkF8K;eht4F{ZkatM6#VqOw(Ll5`K24zFl%d>B_&i(HHCawlKB+Gmu#HlpL=x$qZe z4WR;cc4>f-f4AhlbS<1=K$nW}tE7;9!!s2c7#i@#(S-+SOJBTO;M@8Mgq@+LpWIO1 znCi_tPJK7Uy5b1tf=yym2@PIsN2IQN?VYq}uH{})u%WV=Q1g#nqJa~U;L=Iu#gP*c z_ONCk7(8RW#KrptJfHDr2tY$wh^#4(gp)ydA?w%eAGm)0OFM-74@O&GAX~t`K^JEb z20GmO9al_0mDLiSwwZA~z3j?6n!k1Loy`JyK(L-?qJwq4E*AUOko;(yO|jtpSt)uD z73Jx-E6s+UGCMWs`BqcO1YMJn<4OS3*X*~%0H|y|pP<0%+*0Zz4s4Sc zkg1A^qQp=r+zsjB5%eZYBTr~%S7;51>|eMHvQ>|dIIo9Gj08LV!sx*r@Sn}61*^$;Q`SdKjI47 z!@nW4#apt69~YY9@rBvj?(o5C-H;pWhq9V%V>%ir4ODj!H>!we|@mMzjtZTuA07;DfQpY{Bu~;zuvJ^=eCR$=6NwZlZ|&NTM~nld?;BL%1ndyB^>97dM#v ztznAeqCSxNS|0FzLYqbx)r@cP!Lp1@n(b^QvS`a}iTWqqaDsj$sU@v=xTO80xQ=95 z5Ro>mvIu?mg;BvO39oRuKsV-v^_g!q={_RRQ zORb?N?WU7nioOZBK*dfy8K(Rq{#@5TRdtriQ0Nzs&TEK+rOGINR?@4 z3Gt^K3RVua1oVn{a{zAVm;IkTkA-ika5hy?jJDhZw;TiMNS9oDy`>498 zR;o(qAJyg!N1iJR6auypA8jha8KkGA7|9CN&bZdD5Sl0aYz?{x+$!p(_4ER`Py^Bs zg6LiFf{z~V_$ex;{&wW--+%nXWDlW|*CX(z%VBZ^#VsN6E3SVmY{KGKI#0Bu2plX! zi&41tRB{rSv1R zY>AfVZEF!iN>%9X&`a;e!}1L?HCdvv!huXP4wH&jXgoQZ z)BZgaL&-jOXM;mw%{crzN1(8DGhRWm9W+4=M?n)!;ql8CkzR#o@2WUvSTI!wfYz~N zxh137>;hgD3=*jI#p_o!>#<390!@b3HA%S=0*E2{8F0t0LyC42GIh-A%zz;AWvmw* zz4n<6k}~r_weu>iDe{`J2hqF|cgOkeC>`h#ysIE%8QUOp7oc|YO>awPd%JQlqS$L@KXGVN;=S97YOXiR4}=5?j+X-dWfqHafXJo{^;>>wYk&8v9`I z8Lr%I$u;pVG}}x=-8hGQJ!k&F{ZZS%y3v>1e0d!H_P7$k%~U5gljBx(FuPKc9R`_|9 zhF7|+$E_+`CS0X!JusLYb~Qp_P(EXxifM?DE7!MS@fnZMtY<^UWY$$UCeg-3<8o`* zn#5OWHN4papBa9hLsss@5)$oF;(CYA+dVSbJ>g~twMC%uU@zD@VmeDTzf}3$8i9zb zcy2Z0Phttf3t=dxRZeJR*$LVGdLB`5Iy#s>^JVKD{P!7r}g|NSx zdFuB2em+c`V%KfG4`U2mne|6IK>#+Eqz5{wOqV5t%eg6XHdS9k#xwS1YJ-DE5E>hvd)% zDWyxSi}U#whYbdhR1csux%9D5Wfnl|f_eAWk72!2=x!J>uNdJaS-zo2?Q|C9Ng998D2(S!$5U0No9 zzS~(rCfCPIg*e`{cel!&k+Myx_5r`rZ9i*ccd*{7nfH?)>a~p4s~V z=}hXUcouFKC10jtMA|}_&l#^$l8?nIxJ{z*$!{&a!cUOuOXg`aJA!?c#mWx%0OM~H zrQo|;M5HIcNi~G~<%Pls+9#O8SYT9_OXY!2KOT>JV*H&*HJ*<{Q2S;^2dJvx@hP*I z!vHlWOmF>6X}PhQYy}uj2OI&LjuP5J!nC}zHNTfG=JyQrW&xQle zAO_a=gE)6eX^6)XJ^MP(!(EqTT6A?eoQA2FxmHA7oQaj8ho6;W(lXDz>)P?&H_N8@ zztGlMo1~9@`N-=@6itkTZ?*| zyqcT5K8Y}0;fQQ4p3TjkPhFeH;HysJNzVmg1K{oLn8Ag2`6I5jq4aaEGS2n9!B#Td zYHOH&plg_fYmZhk)EZ~J3rC||Q0F)wZruX^YuRB`hdHYbS2T933%Bfb!d+0=FQ`uq zb3k)eH00II0-9!k%yK}>nrFhD=WKI8LtH{L^>db?E~e;u&=BtUh5-ucXyOn5LDMX; zIUd}2BcXP8w=G=h4v>n3I#JWriX~lLQmRM&0aCX`;=D2iC}w2BpY6#xss*RtCG{&J z?M_(T%a$Y-$2!(}-YbP%?LY4SP3!w&9sANHgo*eE#HW4SfBHu8DJDOQnw zHLz`YOFZ43RK7k@)e<3GDho&%n0x2JEe+2t^l{~$nu!&4bd6BAadyUeUeq*g@hDBz zve6A&MxC=f03fCb@~(w-`a`Q>Q=o2RFm4GYrJ5C`iD#d16|(HwaK@yfX#-fpYJ8N? zi>A6k0wL$5nzdRTzN|W3(~4Qss=1OhXnAnHugmwO-vZj4N13sFoDx;WGwHt-T!E*G zHLMb{jM}VW6Fx{$-P*5g&;sa^U%#&HRhp<_Q=*DtFYRZs3>~?A+~L*-uBvs0k_G}` z&ye{CnynPieV_93E~7nKI|mot_KSYg6T}FFNtF+pt$7}9$R<2gYZ-dL{$duIZ5G4U zVBG!yz!0nB>u9L!6q-#>Q0Z&%GSQ2w)RJ3W1IgCeG?s2XSD~KMlm)~lR7(L5x~*^` z65Y0}u5lllt-PFm(?6-X#Cge2a_9;XO`hE6cG%wNA@{d~-8LY|U5*^qF(JBb!6A2p zWXwxCRy_*9@&q;kP39biEg_&;`&-CfYTuPea>I@Hz^}oCFK*eO&j9tmheo_2o{s$Y zp}BD@XY$7g>+)Or;F2BZd+{qX?PFX9p+ENq{4Vb=hcaLCxaY;aQwqDjt$Rz)6+?ExBJu_ zdPpO9Hw_|=L->oFAHf)DLR3a6ag_m%?WNkk{}6Aq4W$_7_X&uE4k)ohB&tcRPSv8p zc`6P78Q*&fb&cIvm-&?l%_w3oPpR>4_%F2={hycidts6NpDE-7n?C9eN|WRLz_WG; z<5YR*KAr#uZWAD*F_6EKx&7+nbB%&&{ikNxFCN4Up9d=Cy|&3)fEn519fi>(tjomx zlJO7YYGnj9uq%+jI&OQ+ePZn%++7%6(X@@rkAPp-WJg_Jp2TO-VvSuiiSl9(L`&Ta zbsYmRt;#gX0N&7KfL08?R}N^4X;zVED}YJYw`9`au757k*BQT$D94pFv7Z9uUYQQ7 z8bP|>riLYRJ$mX%g%jzMn~AFzL$beiS*CshFoG~MQII%b0p11+u*MG_GKdzd#W7;D zivKP#vLZEND9^7+j-?M2qL8pa@Vaf)L5k-{ha6=S08&k@!yMI)wN#l5V#Na#3h(Eg z4=Sn>1J9$Do2+rj8L(}D!R{NBMDb2OBLi1odbia<$lK@z&q0pq?B@}6;=P@~i)%Ch z8Q3GHLrYBNXqwr!)wM!WP1Y z@2JnhOaC+14m=8v#$3Y0NW&>?3+8FqdMg(<#)Ge90yw2}90p}Yc;D~iXQ_85@|R@p z;S8}SXOf+Koc$EmbDO|u?-jV)PUEj`S2XbGZJ1#IzESq!C3^ED`)PcGpCpDH9l~dU zYR$>f(;pKpHP1d8yjKI+n>O4&F#`F850UPQm~FaKdEI!5*}QUY@UrW=_&O{BG`YI& zGtiD5401W$_~Oq%?UZ-?qx31Lg&(dS{4cZDK;qwz_ETXGzFN)|6r+8uZv5gTyPtsb zUEr(PZD6)3B4r`RF!( zzMX_mXhS(RKl7r;(rct0P zMwQYOg8;*5Ia9h(pwjHY5eF&xEW>%T(^LhA>+Cf4FU*utC)G`*#5BVRO*xvb$9D#m zog?ZJT0kp)23IF`_3=hUA~%yuKzrR?R0Pf>R{z{wN&if5Li9u%@*3o|u8dq10Ib3n zl*v;?FgrWzwh1R#knKN*s+}uUWxbhN|4lOi9iVqoS0<{UlV;`Rhr|GKW@_b8#Rud@cNk`$Xy>T{a*%Gp zA-%~;3k6`5@(Oi~wio*-`_0Tn#g^4LgV#5)7^&pLnqWg0GRzHOYYXQa80#esl^aq0 z&SO3#kba-5{iMS6=Osi(uuM_lqyCm5@QM*DphRY!&_m zvha;r1h4GtYKMt;B>_hrSVAPX08SU;?u{#rw#=6+l(r0?hl*$&5gk^s)D-uQ#0;86 zr)}^)Dt=WvwVO_|B8OLm+^m|sBcQmv9DKrA<@2gpYM?{sWfYDZuX3^K=9_%mWmJP= zf|qte>}Awf31OGc|4ziZkk7_?(Z3#rep9brbKp9HBZ*P`CQ zQ@w$)r?jkQt5-uvk<8I&FEE!Sg2S(Y3IJDP*hwKg8ij5D8@%Wn8uXlLkfFT4jRYEcFez>6pX zWJ_IWgRK}rkyb4;vZoNm@w)>0f}_P0g^Z6e!(LQ8+dY*BzmcvYQ5JV<(>jrO+ z9;Bl^>L?Wa6z*-+?TfVVm`=p0?lm1H;qBI7`uCHB5(?ml71CNOOxP3HW#I=1`pkm~ zoE-xT7BI2zABc~O*=g^mAhp3=H5p>v7w1Ljao77j!_~#ZM_j6Sd+)jtn#f00z zRH*T{Qr^!3&CB*z5}b|h+qKHWvK~HH06x=e{jaB45QX#!6uGt69{@xE>N1EPFlmDh z2^UV22F9WMnbvtAsuXSeh)2N`49w!d@{RmSm!^3w_(mdE*B|Bz9&5U1vd(sn!6W*v z^C|jVI70mLE{?Z2ah68DgGQ$1ZlBC+>ET?Nr6_STNo1E# zYM6Q+S%bu27X{6uKF`(jj)C|aY)+z0D zc5u^!qR>URhkczt!5@b1mr3oZOj)@za7G+hWaF0_f-^`}xMDh4>&cKw0i9W1&|Qo= zGZ3L#`_MBk1%e~prd<^GHIio3`xsOL;?=LHE^^jv|8 zjkdwcec0~gPI)oz`#sEg+rT$lYWWhl+6B`K5W(95WQ`S63)i91^hi5wd~X~R%$Cm_a5`VL95@(1k}jAkxn$(l&T!oi1PPCV2*A$4DT2z(`O(cj%)gcF zjoJ+>=E+fk(9eWQP9t+qY0btF6gIa;D$DwJH*@5#wsaFndYBs5?=L3?q=Ks`8D3^w z^vRY1W|W>x2eCWm*S=N_iw-ikndXtHrm3O3l-5Y}zl~pun%V|gl~-aSH9dlzMS46i zT&m^szBP>2cqs=^Sgv>1xQih{=^>j;Mh3%D-&VCuw*V>1br3G3#oO2ZEIlE3R)l-S zZl|Q_#gvj-(t1*l9|cVG{!pKlzm%A|=fz2XFTzr-Q@uII?Tna{koPPX-c_qPhax58 zb)+-3rfN?Wx#JSbnR@f)LW%fjp$S%GyU1jw8_)R)L0iwoylqsfk0Kr#&C6lPsPDxM5=BAw<;0A=i^Z+`s46?kWb;c{u=n1Wid5Q<-419_w8 zVt{RBd!JMStjeXZkSq!oD~|obR^%X(3IlCVA*Jh4$V=xSPUS1YeycNx#%yv_0TM6_`r{djiS8?H=6Q>ZC)bDKK{?q39rk9_AR?hGqc1 zV#s>jNmEO(P)v8-V%JbuUbh5$?NHD@lc1))K~w)Z3vmqpGf)f^qTZm!7Z5T655W2P zLwwYD%P`gZ5Bi({kOzIC{?R+mwI88+guG}9m*r2v(add-&5{vD%QXD{%Mpm`H@=1 z1e{v&Fv{LvRl_J@3&NE~u4kjU&aTDwA}ZCpe7My{61s0spYMJ*0Lp*=Cd&6)uaG`g z3nJyDsU2xm7``V9-+THlDt;-6w%)B( zl+S!x<%VXu?k`O`DtD(%A(V}Oxs)C1rG7Y-?~;DMc?spSPrH9M=7+tSd#z9j;RoL) zO74Yw#n>L4TgVCL+W)j{wI<)~P_-F@Z(FfD{WIHQCImR!LPO_$6Iy$#4fnsB{}bBa zH#Ge1QocX`pVSpQ+Dg5ajw;I5)JW@pn<^+TzwO3vtM}hrg0rDjqHknNxa}O*R;o9Z z$dBxG-`-9C>KH)te>yh&dM^GauIPWe`ZczQlfAGpxWJ&mDp1Z9?7$!zULiqh7;j|} z%`{*PbHv?tT@Y<7Yv<2SwA4I8Cw^`ioEQYZ4Eetp*pG~jcnp&iIu@k+%{_>A!p(5$ z*xBaX!~4zn`^TpWHyR(dZSkZxu_)uDEC$l=`rK8)O+>#L=QB&E=v7DLO+X&Ss1PQ} zPrltS)#>>3kTp>{ii-BENt~qwWvNdlRuKRkds@+_f~1nQ1LIW%pKj&D+ws~W&nxqQ zVOGv{6uavcS`kjQ>LSqX&Cq#hLE8&+weF6)c_2GmHC^|c|6Sn4pt?J09N-ka+oyfI zM4y|HqEghUQ^7hd<-u0NkHUt=X!~5nUw%+sJ{gfETn=il1_O!W*msagtQUJhRr@vZ z4DObyPLxQyQ{cN_O0-bF-5v4Qus-y->BK>+)luNuSjTSoJ*67kf$?uiwfLg~ZNl&R zQ&>v;`ZFs5B`xG67xY6}ubE)0l_f%|D3uGPQpi>Jv2r{UJ-H}5+RB?vREe`HD|1lIEqqTd}b_rUZ2Cy^NzhGl)Fgd!8PUr16m)(BI zbBNp2Y&meOqHDW<_e;3=$yhCcrNH?|!M4HHOIdf_7KHJZmHS9oz`cQHP!gha@(SpDRj@}1G`%3<$x^7I}9yH`Gp(`cK<*S-ssXC*_ zE8LuZ;}P5~O*K5lWtfjQ-L1{K>!n`u7qbOhQqrO^_pl&xxR@kD9!9v&UY&UXqsO`N zB;GB9(>sejR-U{kXAlQvOY2FC?p?Q9_^=tOKa2O^UzW{qB2Pz%KM>w{ye%(i6VLHU za=c=Xuk(06OMFyZpkDtjTmBI+=t7Io;rh>j&XL`;?M@c#*l(wN;6QMM2WLp1y2TJP zFXD_z-H6-eQ=!07H$Eff{e%!5M%{)^GP4c6a##*Hza0Pj%^jJ<>pwDcv-x6i+lT)H z#hur`ot0N0D-=RjL|09#;U|Q%rg}w-m7Pt+BR^rly2qel92<`^xfRIt(|l0sX4cH5-v7 zeq6A113T#`PNY;qoZn6UCLBpG7r7yhsD~M8N}k1WDX)%%9p~YC^O2WS4vX|JNAD-3 z5lxV`(h0=xO>KfzSG(gC2TdjSwC}i9kNg8>nH8qo_JAaP%6)!o{lRh#y9Gs$Mp}6U zTP2Bj>TI~ONFe#WH1Ttbdtlz_lv15;#2A0j^2E_4WXMy3wFju=xVZB)PWb2_m6mH~ z5mBLBw=fQc2E;w9g>ZHU9oTf2x~r~3=2s;T!nkYfxV@-28C|x0tZc91+_)NM<%Zy~ z;}KLrJczM>2WeSm9lm#YS!mO)d>m*DXhQRo>V1iYMTvq5S(>Un>bZvlq`?DhqwB!{uLs21^hIB+> zs20X?QZYL+=GyZ`qbM`W{)SKAcfi4!LqNXAHZWP1G*M87D0bObFRMizWid_jQ_4DI zn;vK8yx4JF3>kKBbiakFjeYJ@KgIgR7Z&r#Etc9mzRMJLxgQ!b%Uus--%&0!dUvI1 z6)&C)ywNWW&p0#6@La5+j$v7r?K$e6$t3?-FP?$(?PEyVb5*qghs|IO>#*D!xQ?ig ziQq*1(qYBjEC`Rcw6x5~t&^5Sp(b{wG;&h4uPU!|KYQAm4B9qQC@dI@Je;q&A}1j)nb8$z>i7l{Wob7Gk>82SAbeOcXk$yT{N zs=zT84G{=L_MmqU$w4j$vHJ*;TIyBo;iphBlc62n>O{ENS`)2B5t?8@wrC%i&0rws z7W~N>u|F}e;k2Xz9Z%TcF-F~S#dOc;!Gi=jA}X5|kEHEv z6QG~5l0CL5vh8I}id(w;ZpxLNDx7<{Gm<^eK)6uGwUh_T&qT!hT!Ti1@tk#LjZcCe z15}8#V4|xTP&%8aL{pd8W(e)Z-Q+^Z-P#0!nEL6(-wIADg!2^ktJii_`2pobvxlFU)D{MV?`aNls*1LBt6LiC9TYxVTHT2;b4LqZUE>4k9Rdv>B zQ{Iu(sFO{uI-wyaPY*qmgUJECt7>mut7lGW+tX19$Av z8+P~cuN7QpMr)N+I z`-DsT@J$ry-kYk0`aYBi`tv+L)LRSOs|j<(4zU_F5VcQt);PXBW1^fk#G9yql-O9)#M`#BAAyC(tIhQ zlE5pC5=&CR7nnd!w=TcRHnpKPrJ;AyZOc1bZuuLV>D2V!i=mUJ^!*o=KRtvQHD#DQQ$+#26e=WK5# zu80F8-Lv4od){DhDrS6Z^L6f-FVgAzSh{aIL7 z08u>XDCzqTAg#Jzk)gWBNJ?@o1KLWR0?@v2X>a-U$)G~VFzTxaTD^4|2>1pwjjT52 zXD&~FUX;!(?C*8^E1J1NHx5e|SeI!yM=PP$Rmx-wIwJt2%2agbbX=lx;dIV+#9an5 zs%+;ymSsd;$^dt~0996Tyl=YCNy|Ewh75cBD=%Pw;}0seYGxa*3t6{%E|Dvv9G818 zp_$QKRyQqmRCSaUw@~i{YeqNv*2Navkx8Do;J{YJpr zN)x4G50{of+U+ER4FhC0S{P~Wr2s0ieYIuf%2=3}5@MSuxz3K%d)tlHLCpd90Xq6K zm_Qm$nA4SRGSny-+f9lbM~wkRUNXug=zwu%u#hBxBCnZr5;x|j!0rnJ1T&|EUL1K2 z+p~UF*668)Q=6Bd>6MBYGtm8(HUFQc43EE9_kFZidTFv6Y+e;wx*p^pg%x7vs1E zY-%3A+1%3yacc(<~D+XY6keX_zK)mG>IL zHK&I|O7wVtbTO;2tf-Q^-CDD^w_M*Z^TIZiM&_Aumwgk=yh+L+g`Dz9t_lhwPYHut z^WA3mzNimR3(Pp}V>bY1;w@39PsoL%sdWMnRVz%Y2?VG-Y%@3R2*y-DED%XUi|fL( z4DRLBi1Jfu$goOxLna$o8%w3xvo>u5&WypK&_E>WK;AdLD;*NoYIJWDtawi?ZO{ieUulX-W9h|!QZ)D*69op?i_ciTxij`sWS$3QH?qF_CY;U$X! z2SO9xFA-7%^82YsK^GZI?6SMZ*mD2t`uuzU`TvNSzr_Fey&n!mdf)yNszpk7PxF85 zhrjIO|Mm2bz`R67t^3RSO;yIULC_q@ZzN?sB3@~p>4)fCM^O`_=A4NYa5XI; zJtzsZ^?_>ALwPqH+Jj(~HtP)8Z8ik#w3lG`%sQ+MGd|lvEu^FrQfWw<9-~H@Rns8I zgXvw0=M)N;6(oD981*VoCC?x>Um1p-<~*MS5Nt7=H`(&vj4!xK9>`W8v-;vR9J+hH zd5;P2UPZhIP#C!TgeOy2X80~S;#-CkgQe4YHxpn|8Q*n)L`tCGD#g7zfD;*(CP*Hh zQcIp;*7;rn3%xt^8!NrHb{mcV=QaARE{~FUha8R1OwC85ux}#NQbuDSqfyIf^iMe& z0~w83_MIUJ7Dpr6n=lpw8H@V)$6{dEDZz@FI2L_37K3~&`Z5-SS$gJ#aj4qIp(>9< zRT_tW$2ipaI7A|Sv&s?N?4b@3l8kX!leFi$z-Km!afo5Zq?BwNR@=v6Z0a%&8%yzw zO~6}$DBGV0s;5`_YGbn(2^?;OW;ASVqfnPdA*5BCI12r?QJAp}2?24Oss%!3JYxNu zna0p-v}+o9-AzXLkEDKi{PjB6(&U+`wX2l-x3L(8|8BlQUzq$?=nLmR{AVTdFHTsD$j?gTU!J_kzkFWgXC?BlOkU()IWO|F68XK8 z7x}&aHX^^(_u`eAR9AT^VSgOB8X=IqVg1(skG;2#vg)euhxgv+<(@m|-kCEngb6dz zeUGDFB1BpvP((9(5(tPfu}OVmSO4%?t7|pu4v$L+<;i1{%*24AqGEzEzWfwpTF@qj zDk@csXozAPl}4gOQzeK>G%9WLs~AIg^7(xCIrk0>32A)$wUDg2=WXwE&OZC)`}+Ch zOeG)JdBycFZ`pV>4_*K3^2jQ{zZ#OpQKuP|gib)MC9XfaYraRZPl?2B1SN)56mZ-| zAmkzf#2}$v=boe>yhvckA{<_?^Wb7~r&C<63gEJhkXYDm-ay*Q*nsdg1ie{QH|!3p zawF8PXp2a48)*$lQeY)fw-{Vbwt;>!V&KA2LGr6yTn~xI*1wzp!-I<@J5qU*fzvh^ z0Fvey6b}9nG;9$0r^XEyilYL~=bW@Bbr0;`uiW$8ny>En>EwVex)pnXv)N@Pew29P zN9nT)$_Kv;V0Pr&M6PdnEBpF66I-$3TQNClD^_gsyJ^J;t%wfL_e@(cK6xufr`(Fx zDkdDBZp9~U#s4;Q^3JC}C+|GH3_hbK|Kihc@-Lol@@LfKUwZmY{-x7R{*0RZuBYGR zcb#tXXVm1oo_>?>I^E>YsLAhs`b~cK=_Y?hP5$Ml-{fEZ{WSTvJmgT(;FOjrA+iO5e zt9xG?Sn8C2EMgAj{>kcs$&|gRhwjl@u01|HtHeotA)(W1t!&Tp06ez-@Po?bZtLL( zRrcc-f|l+l52|d(pO+15{~LAX-A}(O@BaOC<()=HW8QH~oc|8qPXk<~Kp^&v+ogbZ z3kUHdN5ERzZ;hMPvSGIU&jpccR?DsV)q~0g*)7jYi7hPjpQdRBL9IZlzy3x*_Qg<0 z4n~FEjbMhYMnFVpK@4YwzIc|CAFwYc5h#dB=%Wuuq5tuPOq*=fMs#n3LL(e)#B`VP z_8=v|oe6fw!XT$1ft6mKYhg!_C$dpNQ;&FoS#7ov;}#ZdBj&%G-|?TGey9DX-%qD~ zz;jdVS8X(MPCtR`z6dmVHdy7Z+pkv)5GuQ8)R~Jsz?U=NwksjGtD`O;oe^0oOkfCT zugO{C);;#1B5jS^_v;4*S{jpLzx@1#z-MbZ>9g&B{;(BL=QVl9x z_cSXsosU)4vis4eR|{KK2?&)&6a+gUQL(|!;fbRD+jQuAo_>eE=l9d0KL+j^FsUuV z0)Np;bX#nVdj7I#Sso4K@lr-j$Rr3}EwhSoHOBI-25e9mnS&OlSsQtRRu+gE=p$JA zf=C9!k!WdN8IT?!6vrg9L4lkgsi?cc-O$FE6e)T*v&yO#CQIQ`E+$l|H6#%YdD!sm zO9wmvyN#Cl`8&qWMZQ`FgJ@QUN5}XCO)V{RW;EA}Bv!;~zFqn+LD4;d^HxF7OgL;S zSZ;(-iR3As@MsXMyx8bJj`Aq#pgh7WXKNSVo_*2c(mo)~BdR75o~8(pa1|jLs0iy- z#Y4hXJS1F&kZ=)M2C4z zIRL56-Vej8uvu5!BcKiypGNkv01vlHLXj#>a}^;tJ2<2GirFukY{;4Bsz#R#_6v=z7yl? zUv6Vk0%h~eB{m*O(Es8QH4k*L#fkYg27}lfInivNur@}c^vj9Np8!EA83tR8n$Rcp z3@O`#w@l@y3&^X`ymmf%pK{Z)UoI5(Mm^fdq(lOyM##D*+gdT6rO^^q727j|W zB*WEiznl~4^v$D&7N_`bg#aydP^*|497jA!w;NmJ)aKj{E4rNzh8OY~nUg7s6|BNg@Uk zTlh#|zwX1=z>Ty2^dEzdGJT|Sc{uEL-~s!}2khTmL?2d9#*}2IZ+5}zoNIl>ul1ap zF(+r)ClU}61-52Qwzdxll@(i+P{b-|fVSO!pK?{V2R~7^^<1*)+8R81MS*y-0*CMu zqd+7D5XqZ;dNv9~lNI>>IpdnltQWk$5V>rMK|K|F%54b!C<+$UdrK}k zjG~`?`ab2lJBD2*CDz0!vHdKR$R;cC!Oz^MoJNTrDY1_Ccsonlt=Yd2^=NQ#r=dR{QDWu#pt=U(3)XIIFH z*UE{@JIY+bbv#%iXNEg&HDAumku%MXGFAp{zntNBQ2Y)*d=}oYKG_>?E8noj*y@c@ zn-!R~J=QU-%_EVB7Z1y@HU~RTKHyL8^(XI%+LOmFnGehke{NgUer|JH#AYzJ`ja2% ztaW1~-)dvj;=3H=yVNFomrs@Nl1iDK{JsazK#6p+5{EuhtPWjL;vSYb$`W0Zl^EY% z^wX-8*vArU`cR@eS&5C?i}fLq5(h(hlb`pXOfp%S_m^d;z#a};jV_4x+Jn;rr1=NX zmdpZm01{c)$*&m9HCH{MNy(bB$_7|c#&NZXWPx8=0^-fjHCJ=%fQV$+{DFvMfjg+7 zSOt*gv8aTYR6K#T0&7{D==};C;M2eMi9>3hxxC}dC30qooEi3KD6IwP5p(23)1N?p zur@$<=$A8DM`ejK0+R20Lg>jiHj>=#!0 z#Vp?)GXI;f2ZUT*u=OR?D*DP@swI>NG~p8e|F~Yk@3cYW0Te1eb;!@=yZsM}&la|_ zPdfQ*^IQ288@Rzj`wWoxG7aH6G?NB+G0>`qN7KNb@<$ykzv&t6Z+ga4eAB_@d^sV; zrH0twvQtXh+pJ}$%?zk1p75<{$i=sgCi~X=@U2rXSmIlcbA@}`SwiGH$+y0_oSgzG z@qv!s5lmL%*Z8TUgyDL%MUMopDrWNWuw$(_5{MMH$H?y%?K_~Buk@p5iB>zwO?H2# zxQQ?GnE$eGpOy>H;E82Eim& z(7}&AwIp*D2duU2_K(?-~+20W2ml8IHWggt~PH^&&sT%?0(Ma(gj>vs_uk zs`3kvm3^nM9Hd_^d6o~W!e2|i6(sw)TsQiP#3guTECwogs~M)GNjcM@l%{L6&a7n?+6=SpN+1QrY5s_X!L6`9!Yt3ROq%U5b{`3VsgAQef#yf1V@94+y=|)feksl zpjA1h(1vdPP5Y@>gb*2qZ0LqCi1~9aJPU443ojIM3C3^^Ngy=W%;Ea!K5+AXmHoR@ zsk;qZ|N1hlyG3389*@1p-{aIPcUY18T5iWp`(>ea_n`W5R$tV+@ja*f>{(fTt^Mpf zif6w*GRLy$4T_&??Db$lTHr}Fm zh2xw0v;JoO-doN)?u&FBKmM}xQ$|65Gw-YY{i`LtAa@yqAKK_8`mOM!#mmGb)sp#W zl?_{NgZ2UT5?#+%Rxi=(w75DhFIdEsHNviTQ=rY5OF&k5s{grZg)^Q8i7TOWzH$Hq zZCZ!rsaEgq>FdjSr%V;U@oW`>%1kv3Oi#+{KT_emAaS~3YEyXNMY=rD%L6Yq<$)}1 zduMq-#>gD0!!!&mN6P9y*5!dZ51ebt1GUaNa3D?FBPwx0!@$^}Ktq@m2k61po?b0% z7?=utB_?!H!_W=@cUxE-h&!){8;1H|c?AxHsjD;$gtKbHAa<&YtGr7ah7R)u3fzk5 z&P+E71sEVG=e0I|Kw!hgbv7zCm(_jZhsBl#Go2P1Yr$dwd0eonCAk-T0F>ge59A5T ziWu%?^NL@LSQVy;7z;lD1za+kCoWix?pHBml$)Y(*y%<@Ap}yfbd%^J8`=266?rt! zsHQfd<0Ao30hVdc_SujywjAzgdY0p*bu*&|PjMw}pf+Qp0gB$T`g<>$_Du$V`;Ca& z6KC~>b>(!UVlh?&SzKczk?he72Qt_T{oaL)Ara!RJd#9~fQc;lii1i(QyLz?|oI zWvc5cc0)pS)Qa7JI5OSEuHiD9cM<3#8O^n;EW;e+l&#t*`$dxdA^}IK->TTaZ^ZzG zNCdt_hr>?ZR6-zEATrU#7Y{f;^C{a^Vx4pW>!hn_7Y2N#dwR_o5?(NFyc^ZkT9TF* z=4U`_d3!gADYN@uYGb(O^GLd6)mE{=@C=f}1=z}t%oRuIRxQ7~@ViwbuHcRuDdSqA zt$2e;Y~!QKY}H5c8Df0Q#x&G>S&>B*yWvq6uH;=WXc+t~NgENLlis|oK<$8k(?-^0 zTb9|xJ*HYV$v!_FzRlU{YNsLJPqT>`!+t-<9A3rPB-{PRQUF1B+1hC~;WKa!@Ie=1 zvl(jTRU73&_MtvxCpG~E^n^;CWN&^J_L_|z&PF`J`-M$2iz8qN8p*lBlxM@)>M}%& zDh4h!rb|QDJ@QG@%xU!d1+v?QFxfS-C#twrw;H`Rgx7A0jff!=B z7$OXWB%b{QM#*pyj=Sx;#i)#sY@Z0Q_}tkT81mHj=)4QRyLGOy6nBBSbE+_RR&Zjc zZb`k{HSkipf?=AlB%YQ_YadqRz6qr5sX-7wK)o#Duo8 zKwV}-+w0L{F2~(A>AcGs2zD7&y~}Ct$`}w)7VLtVmv%MI2fiJWe5zQ{AoKLuYD2@M zF_>2*$g>Wqt%9Gd0TU4#G(Xc$wTuy#I3V=r5U;Xb%kMqfx8#}GPL#P>#ozS?9f~@Y`Z9gHO*CC9BZ0Y{BXj}X#+b$6!QepNIGMByiOq(FVvD=40Mng(WcZmq1Fi|n|$YdYHmy6)aEQe+Uy9{Ja9_GM|V8iK> z{u$wT6S!cR)aE@l{Wih{gHksDqUO-<646|U01|8swje}e3wqvV-0E-5HJ309szu-B zhBC^hiFsgFn*bA*;=!Y7&`-WxCWH=;(k$Zpl3aq3Fo()Eah4=lnQ`ycMGRFo!uYvf zw`iNrgZ7Z3ap06LFcfLOOb)yYy}wMZ6pKBAW=Dfn~eAjoC`zPhr-|$_P{hOm5 za;wHroR-~pj*aaZPfUgLkEUinXzhK_ES`h zDXO@p*>TMi(#E)f;qL3b`i!wBlV{#}TAn$nJQKR`v^;ZKp7~wMGe-1rJ-IwnDdm|; zr#z$QmPs`KQ{)*xG*8PjCy{5a`#(gUx$d+)^M@nPTz|^)%%0zuJad=NzJ)v^D|cI- zp;viBH?flLf2j?_mAc^zuyT<(aT8&xDj`!VY;x=6^5Ga52h>%3I1a zVIj|iBF}`7XP8)nC(RDbkosYJ&AxpO44O~Uh+)}?p>M>nY{c+{Mw~Fut8$+2XvFYT zg~A(73xy{Y3XL}7f4V~9OLPh7{Xaw~^h5KsPa)=j z2HX}0m&n1FBOsE_OB)PWHIPTBqRQ;s*s1{=4CGxnluAahRRcw)tL?%(Wvez_fWvq(INymvfUzVciz<#AwK()-qjo9&EPJMN-Kn?QlFkO2FxM3ampt=Un=scE2TwZJ{TEv8 z8P0XvjqVz2XX-FyvSQ6L=EE~1IuBZq=^9nG3m_nx#x@dZ=`<+90zEXb8MBDj?pxl< zYfynBhFMl;E78j@uH#`KxR8B^x*a%Q{_Uky>BO3nG$M#!ix~JEL41fWM$%Q2pg7g# z_zEgws9HQ*sl1LbA{*HHg>{%EbSrHt1)Q}DSJpMLV;0pzCp1Y88oIu4phz!5EUQi2 z_&4t^V%A~JxVPA=5roZFM5=>Wd$>6FEu-U(mSe1&fi&5O+@T{!J!D+=vFFc7-NQ$Y zif-pm04q7lKKA^SA-RlOZ<_T$nivzLxPZA1>l4J@i?~NsUBum{*_h-puh^K##VhBU zorqdJrdIgNp>)t5wf>CMN1sdR;2LeCQKw$PJZbH@qlWXqUA-bN#b&2RZM1^@S__N` zK`biHAnKPTXzXBGjOAyhEd+r5%j_NIm9S8zM--y?zZ z`w{slTuXuPkp-)n?g;KyqCyMp6a-Ms2xbw^6Q|v6_Z|?BiR2yb|MeapfUah%8kFyF z*gY`*xN0c3Z~Srpxtz+r_FUwbprPVCTvRs>W+|Mu;p_9z#jA+41F9rokRSq1u2n#? zMoYwqE>yD>QJ5Aeh0dv@AK@(|fj4ZqJ$Rz`&Ev^L#)Pzua%zEMa)E&Uu?uJKoemu- zascK=rW*00jzkC}-HMtdb|1;L*kkXVSV&S}hE)1M5STG@4TIq36lyGq)V}ene^D-S zI{VxV27NXHj_Yeg2kDnqvq4>-uhjT?%w?l~$5f58&6*f(r3FZBFX{@*y80SHQBQU% z^&rR(2oLU!@3n3@0%}YfI>LDqLo*LdTwiulr?hK1ViGfu6*{ z+a-83RY5&E5lgAoNCb5uISxxHDX^4ma#Wcsj;6s9;wt3{Bql2SRVba8^dd%{;6g~7 z1j^B)#6NmPBf`&;JO+}^q$o}EVNU1-HLBRkQDrVUnlgtlVzwcs5es8y_Kgc{#Z84V zg6IuQZB`!Gs3OJ*TC`lWG#s-PH`I!3B=}BEjEk=rNk!Z^A2(+Llm{)^^0s|4dUjU> z1d8gv0cc22PDXol-fg=%*>iLXI-LRB8P5+D7H-ABV9$T2JQ%)en!UO)wQWLBO#QWj z;~A`KWe)=7eh-a4P1>dujki6vr{kW*{Q@^0AX9OxZe@4(w~=oYtTrhuIgNfBxFfLQ z=9qE`kCPQFb}88Cs!Zd;c+A}P+wWH*hRRrpIR#}uolWOJqnBiJVyzEdwUz5|*!Gst zU2F*?Bjz<)u##4z&cwQrv9%-P*S&Ggx(%Clj*ng6m~Ly0$Qs7$PQS$4jrJ=5gw%GF@1(N8PIbr!mb|T#ZrhXD|sP z87)HSoo-AKDn~+s(9+X|7VfHR%(5M)@-At7r%(hRAi!hjYwUEqQm>unYRh4Q3`eo- zA^bQQwNqrPHfqnHWs>WL@ZQ0)3IL|6$HddAN^M5Z3BLfWA57*9Z9fe|_@eV0{Wh_w zYqqk7=h_6r(D1b4>C15%nT{z&LH4t`;v@4{gvg}1%7z%oR5qGV%u4fHK*997OlVV| z#V8k9j`q;)9{;ZI8Nn50%BNc&h&8mJg;Z{bCNCmoR+vU9P{#D;H(|KdaG&@T&88S` zVcp`?BL*PXT#m?nH>=gCJ4{!K*0_pAu9Gv38U)@JWMxmj7`Y)v%-3YxMI3jL56DNh zvjpUGWm066#Lp|_`H&G_D+V5(iRRF-W$SK8vTqVwh2gp;U(dt*$w^yvP2q1W$uvXE zQONU4WTN-(l0Aj_jZ4uSxAW8AEmDtRQNKB0BL5!U@`E1PrMAy);lOhHv`etAFgK7n zpIW8{J9Vzvi$mRW%^oZ{n*t`q0&~zMZlC6w@&ymSwzKehVZDHJ0jao)`0qV)_{+mLIXbfhuVN24MnCOZuu;I)0T@m(=|h}$k+0i zn32Rd1!-*P0WCcQPF*s#4e|6!P(Mo^rcqaWozts;66-W(oB*yOW+)Ty$(!#7#j@Xo zPl(R}_!TWU91mP~z~gXe!Qt5OQe>tE%<(SpHzeZ~Ko|nJ@%j1nfV+)I#OkmOTwA_Y zg_+nwy@T}WR-=lwPu??@rb{Fx;a?+%GD6JPiSnI?YY#(P-!pp4%<22?0@L!gUY>tm%3XYe^9xDZ$6;1Tc6Lbo3uJn zKokVvzIjF>?6WO*kO_!t0cKB9~H1~8(utc9P*zLunFxRd)GnbVs=jV z@VgGG>;q>Y-O;c=$R!(ZIH+7Am#n!#E{Qv;xDDq+IsXBFKAKp?R$S8KzJQ-dG~+dI zI;h+(Il!V1yy>9I#?KP9w_WtBxTJn+MFS}s`l8>$CA}wJ`Ne0+1aL1^Vx@AF1Y4HD*d=I;aG5OX~S@RNUtSKS)SNrSlUGI#RW3sk zZzGnhynwKYtz1!tw3U$!UsvOKjGt?-*_?;&*s)-RJE&flM^3MLp}Ou@fAbRB8O$hF z4R=s2AC+r5&Uy!BW#rgx2f|m|xKR=DbENueaWs$Sg5=+_@#Y-0m3L8-*Qjo9#Hmd# zS!Cl&R*1J+cUI!`s@dv|zxta6lD!Pd1g8lt&)0K(){JKRDuq4b+uq_cr$qafX>*8! zm5Hb@u@bu-jYM~r|*6?~E8;<}(d`}FBbi4~Lp1inKOr`!FwYWrxZ zz#}gg=6FG}hw+!t7YWu11L!7n@2yAnh@>}L%@OUHrvTl(<(GRnF&e-e0N?wA0cL5# z^jA#J#$87MC_`|5B7b8+vRnqTFASu`vZ@5F)^N)1N!_+1-ed+<+wD5y%|32Zar|o@ z{NEPfIGISVdC0Ds$JtF&{7gA!gV`$cw(;4j*Q1W0VIm>57~|)2lzOsXoKFLer2xr# z1ByR_(tF>FiCwZtfI<2i6&p2}MJzNKBG7zqL;@r#at&KIO9?8#+r+$0-JEzAOi6tm zcVRq39}HnSWtOR5q|5?E5D`+S3&TL_2?J=ij|s1V+B3-^uC)!8p)|PmK;G=9-}IK1 z64T2KkD@8FH$Gd$4{U$(9BC_bU%r#gBR6$%UCr>gF*8kbp5SGR3?$Iw#4Yd{#5DFU zY{VX0OC6P|!9rUJ7))a0-cZRsBDqIg-lMTG>Ai&OrQt$=-Zv0mJ3ZEF13lw)EC_RCKj4SCuh9 z_|Z+XFNRPwA2O_sh2cJO^ILBHt>01ZCD~mIjt8tp_retf6&?5R;S~>3T?8{CIH7{i zy->iZE|4ph$j{ZK^d^#b#Vu^*lL%x9fzxUGaw_}OSt3TGakD!{Y}K9HYSe%jV8)=| zpPR?fP7!tzwi=18!L^8|tx8BgOaP6<#z=KbAx=B>uU)VPNBwW|;)@Of~!dOdB`4CSH;jk4fLF98{(O~vEMwd4&Zea-^VK0qj;Dx_Uoff`?R^L_9pjXN;xrqY*EVFkcd*&CmW z@+o(uKq_ePL$sYPY)~MaPy7_xA^<3l*w!Mjj8zq#S~>!4l47PX4T_No=B?P(mNx>Y z8ZjAEXhbFe1T)xeoZX4xT|>+fWXgs}W({Mz7S~nkzJfvVQ*hDUD+r3WBBdJ7>D#PSJb zgw#jn3ABCa0hgq4?g=F(Z@2&5)Fr=%dTiu2bx8o>FL2L2K(ljuB7p-V*r9}Ip)Z;2 z`+^>}1oqBoIm)p}QNUml+#5k;o@@5tH<)V&{mUB`P?E1lL8gGd^!jhc|-I+?dq^@{S*$pVAU-yWBp#906*4MlJ8fkilwEZEVGQ zn^+O~g6zf-o~6AEmsU#URxAtZ1f_PT_};S{M|2?eT-W&Iea=Y1>_*y+y z!mi^DfhRfDA}l43Yy=G;SZjl8@(PYYVvXC!f;EUZFxT4nl0`NeQGZGiJG5bW2{qL> z&}JHUKz+aJiK{#IR*HxgzhNDK7j5*0b$JNP$)EwLD3J9f{J&Uta1FRT-tcCR7iz<6 z(4pS&=7wOz{He^NBibf!5^%}nO=%vEnAe2Y!ss$aV32TZ!plXrk_u3hvhg(taT!sU z4#1Ql7=;i|jhFl5p$T@N!Mx(-OMuJ84E{t5|wLH}=a*MVnC)ipI?p^E$9G*Wiu0d=_9 zYEXh-GT^{E?H;}N*UJ6m-d`&^Npn5m&UBg812)Wdzos6|NCiZ{m;s#<{TzH?FxvIW z9Gl7A42kY~B?h5i6b%FKkR?_&9}aM9pd?S}QJg>-YXzG$u-`;zzyRYo%g{0!C9| zLV*iM>?odULbpp}hLl;wrkD#hYBxc)o~hp z-oKyg@=Cmi>D_OPzDA-2tlE(W1w0R_3V$6CXb$GvBc6{-y)qo8_undD#;Nl*=IUKJ zd>P8B^GCl~-?8!h&rW^e=Wp0}{$GFW?3dlJ(W>)5{=;*>u#tssc=tvKH#^+;YggO} zo5jW(p?KWz?i;MS0sA-fr00L9=d0&gCD(V};%VIE{3{x_eDa1HZk$l1fpEDoSX$RJ zaQ;P7-A2}|C#_Xato25`Gpf1));_e#W5HquL(r+CZhUvzlXCBgtCmV@4W!>P6O4N7 z6y1>u15F6Z*-E)b)P=Bl%vRd{s@OE{aIqP`~YV$-l1)qXz#n`2oemE$Fp!}xR|z3@eVjb5O1dY3VkF@25LNwnCU`=IVh0tRME zXWP=BnrZsy1zFk=g|t|v*AQ#y30`{RG@@29^B51J>QCdd60Pgxh4sk_E)iVS1iBHP zv3xu|GswsRayA*R7zkN$LlT&xXho02?vc!=-J>FQ4>Q5;5tn>uh!SK2P!kZr%6ccG z3*8Vsj4FML(ebq~an7;o#b*A<{5P$^V4fNDug%R!_7<2_X9mgDxmlZsBh%i3>3e37 zTj{p+B~>AHzW2fBggdGtMdpKOe-$veaqUMd6#Ri z&UH~ifC>;%VMgk2Sqp+Lso?57Ser*E4EbKOu(n}wGQ`OYCpB(ta589@L^+h<30#1p z*zA4FTFWc(0BfyYn||7BP*ylRhD9=dn2raogxEb4A=q_aaFD-%UQ7iV}dA!sZF-tLsi zSVJn^5{R|33{N?cEiWNkUa~B&3^3D%Zb<|wMht!>{B^J@uSk%Vt%$xJ3qUtRxm!6? z%qY)=xQ9)aahL~Wyi3Hy3|$lmbuc%8M>LT5VM(CnRsvo<9|aZ=5wXSK%*ZAe7f(cX zJux$I>px&tq9h1S5BuY6EP!dz>QqtRpQ zjgSFF-RQqSo@F{wB&nG(NdhU?gA5>o>kL63l~JM>R)lO3Cz6Y3Y>pA1VOF_EzWV@i z7STogy=>3&<%kBUirSx`iD^npdk`lQxtnh;9O4jUZ+%O#SE1!{JI+F`-|H2hok8g) zE@8F{S2u8~nG0&U89;%j)EY{#?IL!rO-8)M*}pQWbd!ee_v2%pQGK zjodBa%wUU|7u;+l2X+G?Nij%oeaH8_D?vN$wiSEuFe6SN`|K2&S~5l+Y$Bp9Pvt@O z*(n6CHrbb7=pP?x@Z3q}n#0;DQf4C<(zJMm$G8;$^bJ}Lw#pMFp=pRS+f2)?_rWiC zy)7Yw3;70)J__(2W}Ly-D7>Pc&U z>r>VoJVniA_o=12I(Wf`BB9Qkhj|3>5Tk z+$^oD8SdHes2@89WY`&2yXRq9Tm4sgFuL056_^EAjk=e$(%i^>%qq9#y2p`|?X(45 zuG_VSvHad<=KFa_@-6G%iwOd_uDI9+E9V;3BO<*PF&vANyJ`hz2_a$7?o9TvQHE?h z`@(@$3=08Q%2}&jxS|D#E|ZxV?sSuFuKVuFxI;X<604Q;8FhDPtFbh;D>j;0I4}nomug;YXATMdGA&Y1e(W^=1B3{r)9=fusp(y@T z#NM5IamOd12yuu1t%>y=ug3{)wo=(9z!Q&aNtuHG4R#9YjCyshvoDQMUN_4I$bQOa z&X_<3SZO@ULiuURx%pf<)u=>&)7w~KjzeWtOG3dbT!rC(tVm3{hI5^T2Vn+8yH)7D z!E55RAegv)U)ZIx4=kcB2qxX#^_otz&kkW|4v#XXwLOx{s{@&g)-$6Yz}fgRDCYb4oHP6AoqS@7aFoRQoN^Wnpyr!6EWEuUzmMizWbFH`9f!Zn^T_3-hQrC z@OfD67Wyl}{`Ht+OZynEtv}nPvfExvL9+v-AVB&%<6rdxbpa;FxyI9CETlhUy=F9< zF5iLYX4%kvOItpJZkmNIxKPq<+`?A&iCO^zP|%Nq*h8MkXQP*P{1 zED~=s;>s|*rY3O~VH+$!Vl)ue;is1^@BJ5<#^~;t>u0j;t6lz!OZ9ILJFA^opO*Uk zw7BP__33oN6Tjn>t2}(ND$CY?7)&H51cL?Lp*BXD6l0(2GQ=nwW_JzdaXsdN{?>@e z{?}k0FRBCAUKF_Z-CJZAbzV^qMMO1n{D>}3V1Cru*M?+Mf^5Q$f`OzY%6;WQ_Ul&r zfP#!B$LCP3nytXSq`s_bY^mo7rt+y~@9_W7b7M1<)p-EICtLkSgf;f~|4q=EZN zcTZWRb`O--_<)6biua~W{BXI4bB~p65~s%^lax}Fq*ifwZ~6MYpoDtk^F(qE&6v14 zYI)=XgGI^bLcE)?W@1j1tUMN|}I zAAhm1Vee}1G98M8gXGmU8rqzX-O~$HR+8f2fLfrkl-4H3xC*lkCz6_kNaZmX-Pm*6 zkTwB0M{j3*Q$gQiC1CYj31r12^Vr|sNAV$KB!UpU^pUFrX%6qN3G7i-K#;mTV2sH4 zp)lm3twgBol8D}_MD!xE>H`0}&<5^rr%S|&aYMY19GS%<{bg)#A7exUMj|oF7n9Rv za<^9iuK(}uW57tjIDG)a5TV5gu@oNIWJiY^{8|gzQ2>FUaM;*K%tm5{jG%^q93%Av zKQLPML+YoOc(6mJ)3eo?snaWbPFgY{Ck>t$LuvoGJhYqtZ9*QJF7wcIM;=;oVjdbG zVkYLHrOZRaN<+g=qvF7a(UNo*u?waLVhP|yu)GBHnCwF%Of)MvENIE_$(!^zf~e1h z5}UQe$30x&e_sJL0>M!A&Y*>`i1xu6YLRV5bRRe)VQCPIA4nqA&iFTj}WnL7JHWjWQ@$n_Zp5I1|BN?6kG)p<1WMG86PK4!p!8wDdCxCTqEnUirl5zx0VF zn2Ads*X0$Pity$=*R@t&7x%lCfHW=2oF)vF#}OzT@FmG&==EKuE6D?TaH$K$;Fsj7 zH~rNbwP0AB>`8}{Js~|~lHFB!))QKex{>`7+HNb}OI$`*I&WFtt-P1^cks9Lapufq z>LNd%Z}TqCio!{+OSH_cwx>PyJxUVM7%#E@CaJGhDMyi;I)}uY(5p5a9x~4YN=8 zOAjOt;3LnK9v4`h-9XF$QMkPM%t$bhn9mIDv|;v*g$%UG6<$PT*I$YmL-HxU6PiFG zjK$ayoSYcCAi+vhLC%v3w{c?I!h5p#_IZHma~hEuf5twxxnsdlWSqch8r^UDJQW! zWrb)^>_CV=Keb03(T&P~@iF}q;c0D*hvL&#t|jo^lRsXZS|4-FfR6x^XiW0~X@^jV z^Z|#|h<4+hMpAkn zFk(60V+6lz7Hq@F;;TyjdY8yfDJ^NLX%0>kB}O&Pnlr$erJCl*G}@-Qx**^T3AYK} zm#wgi*7j}uyM=!b@$b#_>8)YF#3M}bJ;c9Tc;xa{@z0r6kzi<@yWA3tpl^9g%+5CD z>vr*7t9(&Jsk9iO(rURKK`Z@KpiZ5c>o{>o>HQSn8K+C-^209& zpB5L8?6#gB%)I-4{0-&$<&1WRu{Ticz3tF9l$%lP{Vn#+EcWiiUai>sC+tlv_WpIk z-eK%@7kiIS*jxWlXDv5B)OqgjChTo{sI$(mJk&Q}bzaTO^a#DrHvIjADqBC7`K{VUxJdh0 zkP~m`L*HfEhYlgeC=nmc)4iRtF@y=`q{fz%Pz^{Sw|@LVCBlLBDX=fm-Eg?HsQ7ia zviHw!h`5rCFDxa4Voo}|&Cf~ygPU;gZBNyNH=b_7CvU<>?s%#uyy0{cK6w-F`iG}# z!VRa?gm)PeOMK0VjrgwLZ6m(xch-n!6KN%M5C8pfjaZ#eFk0V;wO017)BW(t`{B-~ z9Ln!G-4CCtAMX43Q}x4*ryKF98gctm4(4~CZp5c*#2vRkRU_VXx)GnM5jWlTRE>D^ z>1E}~mzBe}Kh?7GzSI5isruoTtxwet-+4-n__cOFG@ZC9L0GnC2xN`OLkE_Tr3Huv z-MOXh7?GWkGaj2DY`L57IH0n>o5wZ~F902=jE2(LEemq(>Pz7dS+=qcM_au`cX=Hs z8D@1OM$`;!NHi11i|fD)j#^E{G(8$o7aw;kiS)36ca9iFI0@FLH&6!!vX0L;lh`8D zVVX9b#=3P|J+wX>IzKj|TeE{h1&c?2XNs|5 zpt@Mg?<(Mp2yT=I?rbz@#TE}3kPBQDwMZIk8yKPRW39RG2ObikNT2mj@3K*O5arJH zslY`#`ntV8007BG6h*XGk>)?#LSLjUO>zbZR>X)j$)Cd4Zu*c9Eq;4`z`m9{^q+Sz zVk88n=)?bcmvVF6wqM?*vX3&&E4#ZcDO1L29}zSlp+Yr@pPePqVG2p~7&l6SU+9FG zBkwy4cD~u_0-xJ8zbP;R3#|h3#6qH>B2Gm$&2aWbqC)%2a_#4*&U6CPS=hgjIHo&m zk zzL@ocGh>K7=@VE3JRp$Nu9>j;WJ{}^;Rpkq4nd7cR z$ipiKx_iPf)KL`2u?d4P3m3??B!<-;Xl+^YvbbZ<8=bxmuXa2UECVAUUlf3PwQ+wM@ztOkd z^qYR$4^Q&8AD-lGKYVI$`{Cc{+a6cj9R)0nDIwEBnP4jd{C&AoxsnKTPNjQ%Hb;nf z6l5zi?}q>_{sc0DRFPwpNsbX@$&i8UK40L7ZWHTSnYGqo*qga#oWFQU_+!@?&$vf& zy6pB^vD-9TbemQ0kdhnyrGTzok>-Md9jwEb4V>f7C5B$(1Qlxm9yFr}=DBF#!n%(` zv|+bVI!xQk7P6v@q;XO1Fa_LF_74jgbc`8qwtaQe%HBWgI<3GGB?;1`t<>8pQuE3PSda^O?VlT8qFz z8>DvzB1hU$S+z&5^C~Ej9NFb5>b1gZQ^t>yka%Jy7 zhrzSBh!T9CAjy`|HhoMuWE7biZ7&cEt6?-qpQLbbd(iFt`7RHr$`F{y73q*Z+dvC0 ztCsfo$!r-5Q7MgTAK&kj8|kL*^D&}$0|BA5J}fizaw*Wd453=M3h|`~c@ zN~ek2LRCQq_t=#-Y9WH0k$li@77(XGkOO>t4MV9TW?`WQhBTshkZY+?`;4xTsa#M% zvTwgEWj7g8=}jII0P%8$uf^{WoRG8?NYYl3wjUNqN&Ow-*P283tL&yesbp5Wl0m7& zg9lhv((J5cmNg_WW0!7Mz)fdvBg6H6ptg<}VJHH7{N zPK5pmCPM!JX}lBq2MD?z@@KpM-Qb~r_5u25Ll;`5D$qYW88|Tk`iHngF#}xN&_A(2 z{{&K`C=fs*+zXXGA@mRN&<;lu5BP9ogHGt5K=8c){Sy%Srvv*-z&r)|C!PTPv!BpE zclda9AD${Eo;hNjfhan4aUKph0fBYrVky(v-~F+G>UiY);1WTCCX1%A;XoSzPGZvo ziA@jOrqBH=1HS|JwHJW7FmPXg0oV!yiHHn{Y1S!E!1>f3+I?B8saqvdebje-CcdPaJVmW|$etFlz&llnFLb zIP7XP;3(nsORQS#A?n@!4;)b0(Rp4^B-{-`kBJ1Y1g#|;b$+Wh$~Y>iIAaqFmk(_@ zqKYYR!14nVk!F$xrk4821^4i;GTtvMMpyurNyb)W!&FuriK13)ZHa{pMdaLr=jMuM zWVjiA8<+W1f58gZq7sE=8WB3}vu*TOqg=_#RDKZ#2Hno0Ru{UAk-#50h0M06PHB7i zS--86w(rgU14wE6%{0<4r~I}W=~&+%KqFlrNXFU*T@3ffK8HZ`b(kJ@d>WhM?aiyo zt=E@ZSCm_?Ew?T&w=OBSmXup)=?8e1`PR6HxizOe)-1R1toLvWOZyIPWireca?!^82K66RAU8IQ8oM)K8wFYUld++=vg3b4S{+kMvWx!I+vMtk){vuH9 z#oBI4N|VqN93jYFQct+zkdGSHgwg+g31b@gX-cdMZ3o4O6K1nk0ATubV+p%kuepz>Zn8h zt2Dz=%OK~HF_5yU2UqNnO+Bj&;+6s9uW6)bcUi7sW;fS0fPTG==LRA3}*w8+MbRwD8mvIgF2*#Oeg;QEMcI3No<&AcfxeHsMe87Qo?AS4ZdJzu6)zBMOL>@hH zXo@qKbe{d!xw(=Mc}t+cSS3K)Qitk*NLzB{06&|4`IQ4~kicz!^uZD-qjN9r+p-z!Y`yP5v0%vNRpk~IjQ!lYqTG6IdG_*h3k$|!ZY?RV8!or7VC>-*7L1+T zYL;bfxrM&E>AnN)1w$tIFJk__x?DSC#W=5AF>JYF^p`8f%gPnwrR9o&wPRtqcF2P9 zB~>mM&2qh1SS}YYDOZaHWLc*v}3q*L1i3{D61F1`^2t*=}1WxD*(D#kH+QoqFu;D5^ z*or#+)WRcZ;9@q`;NcBHCO}>_{;*nubPY*U3x?e>6akbTN5L_D(E#U|N8SiF^~AeS zD}-xt|Cy+ zaH-^{CDi_S8u^U>(!LJ7GPL+L%~oSgYc76N(`+|_%Bz6#;NnSV5Q*B*171 zSwWPofXcB;VkD>@H<;CbaXlm;k%Bp$b0%p(s#cK$#Gqp{-x1xYMh=k3*2I?UIY89$ z93XTBh_i2iT3E&HIDD|A{s`Uf%?C@stk|tD&jmsR5*9=tp}Va(_qHclVD_u!#R{`U zmrKmH$(ERHlPxjZxWtV4417Nq2rK}ADQ&oP)H_9Mf|gaw<7E(kmX4;4*i-Qmic0WZ zml4XfT}J%1c?HKSOGi^1UkRwlF)mM`jgXZC+*kZrI_mGB{Nlb0?^P69G7wpnrZ)zG zx!PRo{Xt_^eLfG0@sPX*4>58~{{8ZpdUZW;*IflUc*L&D!;$gvoyUSdg+Qw)TMRp{`vn!-}I+1IsXpT6w-Q~vEs=iPF__kw@E=`R<5 z1=qdi#(d+@(tELa52cX`S7Mq?9%GPWdnT#+^Q=5J18L?QY>QuM%I)V z%f{+ackb)F`4y@KfmzJr0>@S_s_TMOm06|)Ths2`<-+4Zb}LxR&s`2$1H<2-;I0Dm zo5b?C<|yr8ZqWZ`quKSBO41}9g~Wi&u74TCYuBG`em+W{OBf%<$ar#BK9To|bUu?R zpGiH*Gts7FY4cBeI(K&ccDQi&Y`FUbF5K)xi;gF~{SEWo?!;YxBYd};P*cfwyLH3e zPtJGyMWYkxZMpFj+ybH3-p$@VOrfFX694R-7bX)f-09SkJQ@&{GI2E<4FJ|&*>I;* zuf%KRku4BAy$g${xpqgZMM=xa1|D`)84lQFVwq^dZgE{O0M1TDDsp;@D7;7D5Dy3P zxRCeBYJvOEhOC40 zu4+vqvO%K~ct3NL?S6@sTzS%!$(UfsSVHoLt;<9ZX^<+`sS81AP(eQfK@n7`WpzPj zyPX-hdDqB!Z@%7kUA;NiONo95o?%;PzB=3Jhz25f+;kiB2)Heds$fo@QVWJiZT%)s zP&pP=m~wr|ueR$e`#ir|IFBIxSu6X9rLtFTr-T=%4TST?m|OFeeG-ND^-@#q$;u-k$p8@RM#ZZh+e1_5tFqKUCdTVeB-go3hK|}<7Neg&G91|*vjKa z=mf2}Y*j8m!j+XaTvXRHC=%3Ht;E5{D=UR%H(LcRHCJE7OVx_@B|C%GN^4;64{i8Y zj3^Sc=%lp@fLy@}&|Zv>?+aGi&`n=8x)L7`68xQyDI2teltOf0;WYs!h*jCQUj#G` zH`K}wRBaWEIruo|diu;q6haYA_N`uzmn3Q)Al$Q$I^pJ+Bcum#^EYa?g4wrjEAVso zfM!~?h!aV4n9SB(*7AgT#@4)3!rGqfSI;A1hHd2$wgX$i4?b+8u1zu7r#65| zA9Te;@nZJ`npbc83nk?jO8gf}_=V7o`GvZ$fiIL4U#JUhpA=sx<`)8C`@}EAt5CT8 zh2jZcD8UzsZOkteAOD5AiZ2uwU&!|QFBG=uw((1rSSMft8qFR$NBn*^^J(XXrYB2Z z6eV+f3V|F9N-m`$lBC6Rh~2P}fEpwe#NxY1$ z5z#?x<-?=4+a>5S`4my30BO}Nx=0>K=x#SoPn{Rcw>4Iu)ACcdQz5H>tk_PGt;}1A zBIju{E7?Deu&?6Rc;1*0F&0&Ua&Y^P1#Z*$)v%9b`_FND)avDdCElb48_yNJymy4q@}q2E_4oVpO8d-c_I5)wvm6O+E4~8i;`27eXfqtXYMZ3{iIr&IQ|kD0x8G-2QQdh7tT~NI?Z9q=)BT zALkSecLcdv8hR0ED`0fsU^%8&VC~?Q+k-;iBt4Z6ho@w+ClK{;Zy*-RU4f{Qy90(w zf(X)W3*fd6prK{=JYSSyy@KH$?y;aH_yVen-=qcvy@md%Ny9SlY-Ux3}EG`W=w!KprWSqyk04*EIE56g@N|yKP0W z-4h~k3rmhLbu*^uhVvOs)RucaZ$qZK!eDptDc^Q3DtW;z<>x!=P*joqeyL$2<-TY`GI`1%(|! zxZVWR&JThD#j|(=7Bk?j77zeEN?u&2*Ld=wdCRVANn8H zl3(qlG!R0AKnJRT`~QzNJHbP3c7mU`*$IB!W+!;K%}zj~0;ft!g2Qb}f(P4_1P`?- z34~@q%UgGQ+5ow|XB#-&W*hinn{D6+ZMK1j+H3<47Mn32N(q(0_lwO$=m=;fCD#Er zyWCHU&9r@sTASveE|22?Me2eRSqyeh@IcGw0Zia+>+bf}>UT@VOd?o0p)gMwkD~(& z5^>=+J)-nYXC7zwHM3O{56}n#?##?Jao&jl=Q%HvR`#*k)Xs_2gJm%6sPo9#Qj1}E z2{mlrkLMN@D5- zQqB`0|4WF(UUgveOGV`X$2G1&BUK0tAG2wy$RC176PQoosurEk!=o--nfKrp8BDF9 zwnGnv&X(7SaSgGo*Hv*mqu0$(GCedhl!*MjMDT+)NS02OJ^mW2vLhDnF~_mmn6A+| z)C2)+--vC!p{#^m<{>E(eISk!u1u^gOgRdJv*LD%qVg+5R{V zJ-cZ_*hgKs%2r#QEm26`bB*eJ&kMcd98~8o5JSl!5s$92dAvUe-CvyoG znG=O>kS0#O6doF0C#JcUa2943P9x^@L1-qtJI#Z1>B8R+H$A#W;0bdZ2w~%`^T4fp z&;2U9Z5cYxsCVgSZ*36#&la~ebO*t7Nk>xxOK(xm-zT;a%0}5+8@?ab8OE$f#kpcG z0_aufVd~QRJig+lpqS|uy@rmCO6^TXwxE;I@+n11K~54%>{9}aSYk9{3h5VKM?pqJ z;lFTOAN!8Vc0AYW?7KPW7{Nv$XLjPuKTo%j+omVbBSz>J+hINu3dP$1ApH4y`vZF1 z(@h$ts=vr9i#ULeM9UjBbiK>n-l)Zd%hHkreJ>~MbWDHtU-T;FRHM#MNdr^U4EIKo z;$V-vkk%<7XQh-avNBuK_m~PCXEN9s1RG3dq=$#0mJGKJ~3Cf|G|YlrO+0 z@*gquIbos1ylZ@k?AF2JN#o)%g}emMiG~9cMmruslU4!fj+>uvb++kj(6=KcHT%T^ zTDP0o=I6`6#sj!59%|oX4q}D-3lbMlu?{_Gt2)VQTLn>!biq7C|8xq)j(kHXuPQLt?)cR_nn=MHpMf z=}Xp_Rv}(7Sy()PIa$4h_6I8lnLOwRCP_>QzS}P(f*i_bk)Xh4;%w_f?1l~b7_g(w zSzdU(p^(5ZtihGe2Nb6UK>^i+nP2C}Cch3qA2TG)Y)n?%Ciw z@ZSr5e~09bpdYyImW9K`_+CPiabaR@n%z;Zg^z`B_~0^ufT)q<81p0hH1;ITqo%n{ zgC_T4(Bz_9M>bAzB^(>ai(VoLA}LAxjNjXIUS76d%XRCuT)08g@oFTv1$o8HOypxC z{78eS$?3%d@Ijz~w{7`O2hj7b3442sJ+||~_PMm9x80kV?y=BAb#?&)Rbc)-Qfn7- zm&MU0D!owB`e*zAJUNKlVfjOGa`RM{!eae7De zHMW-p*e|BoDI@w#6DqreXwt+}&8w)S;d8Y8U?VFEDxFJT+Aif;6d?MB!xIG33N#NP zM`7IhAW)*&u@Yj<<}gtekN^>hU|q1KU@0QQ^=cc!5Huz%u@QNqqNPaT>Jgh3 zJgItFJ#u422zHg%72)Nig~RYzA=%~O(t(u5(&16hALI5RMg5m&U;?|K!PvfG&rpi^ zHX?EcGtH7luZ>)_1^P@|VVKBcDT6S2N9?+n0f5@}Zq93jl*Y(9SKfV&4Mz4M{9Df> z0ChZyQRK4&sO9ydftTEr(6;ayQEP?C$m+oi0B|t z0T2W*c?q$U+9`6Q7=0;^TeGmpzY;BZ+#B$+MvO_R(z2O5b9G*YcGnF6f>9f-Xj$%K zQ69UJT~OYnr`UD-WX15kywQtZHkv1O526Ya3K9tL!D==f6>fyO3$tIo)CTZnyyr#i z%an)R!7tyBbt`)?NhOM(Vr2IHxk7Cfdazm8XXIF)9Lq4pc8P}9CDDXlh)zpx2s@Q= zJf0h*OPG4z-)m-wV+mu(Qw(SKHT-N$=ThRGOJI~2{?pxm49;`pHXu7tcIN zrmC$TRc8Lt6y&lHDGS)@DyYt5{LGhN$!gOKBX3f0K@1|ix@-VxmS+4e%*Bb%d!a|t zulg0N`jIT+k{p7|!nth%vo5S*T_mt?B;N1L9#TacKyhR;eHFuGzV(34c(Lq`8A5w; zSQRs^Gzy90IVig%Q=-cau^G??T@07^4btWAQ2=BeEE=TCb{$owb~H5$JJZEr4~TP4 z4q54K^47B;p`k3V33nu|3-`~p#w~0$e1=G+;Ghp>)dtf2sKn=#ElypnE<`S6Hhe{> z+Cm#Mdw8h+jfg`EG^xOmJV!eyS>kZb6Xpm!^?+Bi*765{Xun4qhcx&U0Mja zOg=HGt@9b&&IcIGno^qDN9WP;&9DUP?J%8gaH-U??fo=M#saornr5MVKw!NK4uhF# zhDy3g<7TzW2r(t_>;*^)x=P2nSejAt6FLBK5pb$ZCd(ir@$#2G7C4SgBBc-zj_}0zIF=yv^`9$s^RW6 zYeohAd5P^IgtOt&-k4!Crb1CXqNvwnd+;;hhsJ>D!J+MumUDY*bDo)1JkPP%ZZ z60xTyLXm{NRV0~qxy+qcupKlUui58b4j;O$EFB>8WsR5SJuM-P4y|m3exC55DR@P` zeh=*CrT|5fBD}sGi;+q%xy17tT%H@hb(v6biCZ---Kx6NtvV?1=$&p=p`j4B>RE8B zrb0p*id*%p(ycmJx>b!#THdW1z%dvU4nmkSWyp(N+XHJc`pO0vd!q2v8uikp;-h~A z(usO$O0!ws?fXc#;J0W|_BErYd>@e|&BHn2fwd>=@qI)RW+Z;O-G;VT*7ll4XGz>b z;h(V6%cz{l=b%TDexGn+J#l7Qf)#VPq3s!VS~0151e>IsRFiU2O*$vlWa6Y6cTTGD z#7R}RC)LEKYuYYpYIv_bdXlA3Fzg=QQ!EGv6Vo$6;qjV|$^N6>=quEm{thjtk6KRO zBwEh26SSPEcG}u}3bdRlC)IMMbZ9wKCTKZT*AF!L>`1k4pwV1or|@!qpQ(20Npu{{ z`FV1@j+3gjcX#MHVh~DCqV80WQ+E&{^9P{r^q-oxGvy@O&XiKynX(yH z`xCXDo5v^9cDkWX7TQja^px5p+RhZO?M#`V?bPs*YR79kQ;yemrcBUwrW~*BOewXU z%w4g(<@!gn|EO=ydneOeri!kUP}lKt6ouB4>N-?|a{OtEc~=D}GGoTP`L{9lLO{V6LShR!>rc1#lp= zhK0;pGEdOMt%OKVWG3;R1`P3eZzvOTFPg-17-bA(p=`4Xg=Qr*_Ch_TFmCjjb0~Y! z>}9dE_B2&GYA{~tJPiP$-l5z7o(Jgkq-d3d_uP^9JRlI<&-!j#;u*t4wua42OLGu& z#~G7_pbX)pzpw~4lYzvi{X_R6nsVFEFOo@GfpS7>gU#@CPi_^&!z4X$`L>8nO1B{| zr+>OS0LeLW9{_h2kLwErXd#(XrbHH3S(t~v_@K|i44@Eb+@rUOHX+r)&~(mbw11JJ z=^px`#~atzxay9lbB#`Yjoo*Y*TDL91HO5>)Ir`5@+LTyzh_<@Ca3e*ownZRJqrlh zY%OIQB_V@)e`2n9wu0ANFP=p11#`OUbUh4qp;sg=sTV`Z2m!FmFp`-2iV(sDDn%`H zEW%t^7-c47cyGwR}(|j_>xK2H(%mLLvdyi87^nTTMNA7u0y1?!G+Jll% z?jE}5LFInS-GBo?W|i!Uw|>pDEB-JEh8jeG8j<;|N>>mSNDXP&kp`be2IVId) z+z-5&HJhMk2o<0X8lTFhq{S+iJTM*Uk#5~14B2(1M;Pvu9*L?R5%#RAS315+5XUQq z*2bknfEcS*&Gm(0XdgQ!aZZI;Jz|ZOZQA+Y4)52^PvPn-YgqVA$l$9y9KsnXhmMm>7 zO0HT{3PJxhJ4=wp2Yp;)F+wXHf$tD=dO3br9?2ySACvX?ls=4+`DvQC{kMMpv=De zYMnOsPj%Yd59_qKhs%$qE)X$eEs*rL2g{F%FQA-yMNleP${n7y1iQQI1iK&933lJB z6YTz}POy`#I$(rRoj?d7VC`9*fA)W`6Q0~dAHQ8Wo!_`n#(yJ;%;bN&u9Q=&%&Kw> ziz|m(k&-u(zk9AHi`Wi?bL!oGr>j;c@M`uQW|d0`z>{47NcIfxdL%0e$F;b4MR^Nl{io^TxB0R_qvT;tgIXe>?xB(nsAvC-9i0j-xB!9!et?9k@gF_19z zq-Y^-VBj1`=p4x5904uteb`2p=lZ3yQ; zG_IHS2vJ*7#B0U6SwVC@{8%e`@R+yy%%X_l90=(gi0phi2NvTKL!oe5r{b}W>8`Gv z1EaFj8sW^<8@7=hLb@P^Lt6qDnI9pu_z32M?9Wz(+72 zd+yZEmECkTDryJ8_lD>oNRHX=pHK%w69hw(G8h_jpET3ZGwsm13bI~(u$&0c?S^fv8~!W08^_N8t@K)DjVQ- z+AZTYu*2dVV5CB1hnp)X4X7=BfHRae6O%>S=iop=1Vd~(L3H_BU&90>uC^_g5F;Y9 zmnvdDPvK((hJEfUp{oN*$D@mOE(({P1{(S z$2(%KqbVQTmKbHRIH5S)=D46|{D4Bx%}C@E=IuPJW7A~nMilwnEqyBMCU&mvaA1r~ z7HzElwtdXQo-e}#OT4jJ8L=n&$=GDFFteN?c6&JrA-{`qPcbNfQMBy|o7(oo`8Ju9 zPB6gjwom7f7{PF9i$4jJ8#bBjTYjHo4O<0X3anZ4+!KM6OMN+ifN;!CJ!%Z#cQT@o z#|_foIDh1S;T$+mZfFKCWbvJ=p>1s}=+u*#WMFeUL<8A-m{RXy5>aVSMd>|E5mup4 zHYq6rmZ>=DL)i=vcYsw%(yLGO;dQF`c4ax*si}ZUGZdzCNS+da9Ah30wiOJo!mGPK3vGCyZZ*69t8SLLSKVdvy z=#=e_ks6ktGuzobhDz4xS#NX(-VI~Lur?cuV65hBv}UuvrZg7JQkgaDnImrc>$k2o ztB14v{#Q2pB%A^z%dCA8vQN^d(I-Cc@T7fGmca!jN38CXu4D zpfWSz&X~OZPop*4ktjTqWd~9Dp*W7H+zcLx?U$`Ndb$&4Yt(THTtr$Ick313Qf|mSzT;csv{^%1mvD{x zUrAmuaUCCKeStMJPo?e`UMQD)^TpX7P+OIJ1(M^C3PL;V`#Ic}L7#s9zLhTMwIsb^ zv>-TOVUfbom@usuTh7Gqu7DBPem;Ec6lw;)N@`>LX|ID04U;5&HZ}f;jx^>EAP5-1 z)Z1-qEy+f<(pur?v-ueeCzwHR+5W075GOX8U;?t?FT(p1VF|Dr8^E6S=I{&yH*Thy zN`6aHI%(<215fNfeoN&a-2?_=ZA8IaJlJjogBwd5Tr26CL&<+3o+6>~0#d#{7}+Nv zx4ve_m(_F;jy5uK+{0g!$fXLiN?x5N-A!QoB`cQAO=85Yb zFu!Nxo&+i5HLc$h!dC%mclv!B?;)R8br&`J71i|!Po(FpwedL~z8*9$;)1Eu)ti3u z$DHH?cx9X_+vY~Bp2+tnC1u0={6Na9r2qU+Uskj{H?i0W%{hliG~uHoyD&U z@F=~8HWYG9(-#~m80S2c)L>f_+Y|^4mA~)Q8KvX~appQ(Yyy|KcER~FidrjGxlQsj zq>oFB`zd>*j(?~{%I$yTC>S`3zyZSR?z;ST@MArG`R(#T>(%Z}(?%xmM}tYa;tP_5 zl%(#$4z=6^1uzMV%o4fnJ2e7cSm~aekJT^^+kg24MD%l2B2{WP+)L71g44pHO9ZY85 zPjq;3y1m+~mif-Bm=b{?DpFQ{)R8UglA`1C32_)NEm9lpnS?`bmi=lH3dc={d)3$` zmlYBAs?l-xs*&HTG7Hy6Vi5-1CbZ$$%-@GieuS+=#M0h&jAz}c20mSsJ5}sP(HEiZ zIAz=PS~@c^E|CJ_n>rO)eDJA=0Ap28rwURpi4#w6E?h zgD`Uoy+u3VtfI}{GEdT5#&>3_p`TE_2JXvX9$N+2P~$aVmYBR((7w zeY6lpS4WO^{Bw{Ox{H1e@uwpTdRWuCl$(Kf#WK;BQfiEqss{Isqy#xHgGUBQBdo|q zBC~Wsub?1G$Z(aRbq<0@12bVm6~H`;K}aCDdnIC1Vq_grJuAZeuBb-ij(DD3nbFAg z95UIk^Tu8v!X%Ea#T?WNNO3^)9Y13aZ!ryHNjMv6aZFC^cwW?n0+tx9cu{Q;BRR8E zsl4eL@I~UmRB%9AXz{hITUwB0p+p>;?ooq$;~y30#Y2_sVIiNQ8W3~WTO zcO8iXcKUAryKh(dE(rzZh{cdXGI#p(ush$>ImW~j_6E4Fj zs1g`g11A-f`Pf8VH^uVMxqwT3RBJ6DY0ugttDxsRkOvr$`e|G~(SEQrgwuWld2afw zG?+`nWBqtSk-&8Vi}APqlTfx`Ml4f8fHG2jva(fAH1Iz{BqKOgFJ2y=X9e!$QK5Htw6aU!;Zn0Po zp7tfX3MPNxO@0QMMcD<@0?g!%Oi7JuFWL2F&!sMyBEv3Nk3*L_2opu_l62#kC0eQA zCTrtZp|8KVXoFU;t89Bu(UK}!GqDM}MV1+9F_w$Ou@7RT1S1$`@JM8HMwhEiw}1jJ zk)g$R-XP~5@qzcB>Vw+rB$AzrvQ4L#@RE}CQ!aHvP9biaq|P!BRm@nd{cokZBX|Zd z{dx_nyj0ZFHG-9aD&+3EYcKm5EIHU*cp6=|`?8;L`!sY8A=X2$?rPxsaM*U?!@Vo_0I@g}di;mHXsh-3GeOF7Nv4v7UBOj{%%OLX|#E zb)-+z+0$H^QXPX+eW{f3x@OGNAlI`<{7It`c(&v@0p1{b??-&vr>1NdVX5G)3(CP#jiq%p4h&S|U|kIg zi0IW$xdZp^!;_v9DG}*~b3Rku@aejjtE^1h4#xGqpzxG~ z+9yWn5-Yqf=;t4J1)F@}_@xe%rQGU?eD_Pr?mkZGI|C7=Y%QX57xc{s_wOsIX>IHd z-rM~4Q1vaP16E|HJZTOl^Zbh|GaDc~t0Vd*BL$hdkJZGKb#cGy=Z~I}39@JQLhbyj zmtf@*D(kNdXug55tVh0X_s=~^-d3`bDrD3n65A0gUDhbrLn6PUMSe%S`>(xExWDPG zU8b$`5(rGg8ileF2|=U$+pqIFXczDu^3o5Gc>1otwv z;Qj>>z}1qE0X{BbFhJ}!B@-Qom6_-TOzO88+%B1It@i~Z*-RO?KZ13%FX|&8m*2;< zkJLlk8A%X(sOC_LDm=P4eKh0PlCcjbc{rO2Od^CT>85U}hgAOdB!V!g&|6OOf-UO> z+MEkN@<Be<7ksJMXP%kp%awTX zJpQ-xEfMS?iA%hvXsy9XOIox0MhcABja{|Caq#B+7&a9{jyE7)OcJb6! zmOF2w5tZ!D)K+HT&IMiL5j81UD`nZO@SlgJm#%VGM^Hu zsF=qkGQ0~#g_C>0fUA4acBORpxVDmGMc21%S_dRRI-;rBY)n`-CiL|HJR`L6=CK~t zgF|UdST!bOW5TL2{4PoD^+gh1Btc_B8?!M~t2+}-JXM=D_AN{w^$@vK;z(iB2&Yxl z@`$Fi@Tn%r*+|^8iHDf+^)f}uSt}yMmT~>aw&dNRUl$3ONEoa_PL!N8SQ-OsMgOFBomZ|U&d1?~Wt%xxB zQC}lsqG3{+_4(f};5srcbU%jkS?pCX`A7CjUg&~mr*?-A-^Tr}UgOh`)4tpP=DlUk zG^W>f#r{_AMH{)@-ao<##Q3X?3em0=f%p1q9EVm8VB7qYFlY@XVPhXBX2ju>%N*<# zKOg4}{yj3%t?Ii)A}#J#z)zsadLllLRgy2gqVjpHM(#qXr!CTS<;lP^l@1TDGZ)I( zxeXo274^W|S79nieYT=sNM>%4=7&!fu93JwKJFIxIns!gZuvTdGEzhDED4$A zipIe4LB{CFjc@4}ZJD~;^lX5H+n-L{kO-oVV`q2lt$pC#uqBJ-Q!2zO<5liw;5nc8 zz>}KpPk?NdW>{)f!!IJ6S}%ysi>@diNQVULb;3Cx$!d4g;oIcVe;$G)vyj}q_lJ9* z8OhzQlN#i9n1HxYg`q!0iaU7eOYC`OLnRX$SV7Rnq@ zsm}^Q3*LIOoPdRtJ9JK}tNV1aH?^$i%XkUJH{b=WQwUnStaP`-D)3$qd1erT@4H=h z+@|u&TrVcsm65^Hi^a`s#WhB5YL9wkuxHeRQ{iii^2df`hL@R`^6;bZba-OfTDLd# zMMtD40Y9m`LV_;vk9~U~;8%1RCZ(DZw+BWXvqo|m5r}XH9^I>4o?rSR${JhG%qyvw zezvM*5NQ)?@DV^QX2%crD%TQbKvO<70niWf2u7W_Dh=Ym&HzE-u44%bQMJ}_`2?$2 zaH}?-vMWT+7s;do3sVYFU|NJC7G}M` z0ZkQpU>1Bk?(Vu=F2uhh^58=6PeN0mbBIaI-CvjP^a4>>D;a1%^)9> zw1Z1wsM;X^!fBa%=;5y^m*rV6%HKV|2yFC1FTy#_J=ik6SX?_)(-uD1-wYa;9FY?Z zPvk(l>P#>#$rzJ4$iEcS{}!ep|2BA0AHQLrTq^*s5EW#eLx?J}!kbA_fC^8O=gtL_ zV-oS?-Y&?l);bge_13`Cwh8xTBmwZ~dfo?qv4pJr$%Uk)uXvnHahxK4GicmALY{2$ zO1(vbTLz#a7%0S<%AK~;T^z|Q#Xo6gqx{~5qDUWkBuNp=G;Qb#CW6aL4ss2jLarNF zF@<*%s5-`fAsGlnGqmF|+X7e)!9Y=u7uvJPs{-EtG0#VM6B6i4i8WcvAPQe6(hpAz zg-F@SyyOHIqV+&+m1^mjH^FA5PJ^4_G~M}qMzrxg#rO2}kmIa>)Sa0Z(=#tNOZoa@ zy7^<^b)M>r1v4);OZoa@LH*t3;Yna`e>(QFFCJ~HL zexEH#PK30k*pVx zg{cPpApWdY$yB5NO-wb6RyLSwhWzfrG?;1(u0JgF9>z1(mptq)6k>3}zZVz)aIA=|^RY z(h#BpxG;NAioXfCFixpoe7K6o#LGef)t zB3O!HTJIN6)#qR|jo1;-F~X42Nz%P@co{}jB!zb_?ogrky$#Cmoi74e$Ky7daY|uP?FA zoNjoEh{Y&kh#(!O0FpGppz zu*?fE;GQwZ;h@n295k9K8Ae85M@C;uSZBhLgC?Vwp;~vcdTI=8R!)udJ5|Ip9bqBy zecACx;Swf?Pf!YHW`37mbIy!DIp@s$<8#iOXiq5T%U=rTOf_E~%Q=%YIA@Xu=M4Ss zeotklxN6O|r!w4ATr3ts)p}oLs(qF5`>OLA z`>OMfyRXWRx38-1=XX}7+F6;womD=tv-*h7p!Kl`fgY-c39kel6M5;yRQ6CNBcBT> z*=5(R1Vm_R-}X9bC$9}{6Z@U45R2vg3LAVJbr z8PzHYw|xe8Oh`V)F+^BSSLZMovcN`zIl61Twz2yvY9yAeRLc94mAePOgw0>D4XkMY zKNAIAx)n=KY#IzJ*!A#yfKNnXTOEmQbtJtk&*)<%=$LcAToKYk*4 *~E-CUgIkI?{K#(Ub zp+i32?KEzu2X3dgBM(p2jg4)m*RC7elCJmxydQ`zOGc}LBhLQqyhm3rhhO(81=*Ez4JGj~XNISh&J zQMa<}77gug>eYm=JDTa&T0j!|a?$dVe*dm0EO1D==@VK97nfR6amgDbGPXSBy3-~lajvOWlYBTfHfwWmY6Mw1)@TZy! zp4I;^5ESl6KpwMv0;WPs(qO?MK-iQY+8yDpi)|Y-HKiIR`sG><69E~x`cK4DRw}|N zgsM6<@r!2%0ZaM~b@Bu{jWTQ_UX9HeZq^Kyuj`l}5-5@StwQh##6rXqddbj`yX=$?{^(XsM)n*mZf^pfARUx|4G#aJdg1BD(4wU0!a-%qjN;gqhx{2VP ztN;(*QDkQG?I5gsJZBLhUs7Ophf(iXhfy%wMUOdW=0){jftijYHQPmxIcMfYgTVrl zW`|&Q_TxaO7X}1WxD;bS_1c|)6kS%mI8?i_A)uH&zqBZ{wnV;wrUf2VenCbfY)^iP zsg*M-Um{Az=JJK)A}*CL__%taX!khTOca4jyo7gaHzH)av7qfny72Bw&Up9k-Mdlu zz^ryL894-7KLCb6dA~`(RJ<9P)ewh+=9{m-7l>$*sbv2e==7rFwfi)!cKUWN?DLDX zdsMziyGP`Uv^$qC((aCYk#?u@McQrTOURy@wcR_>?wx4&PPBU`nMHQ)+_`g>Hixsd z+1DN6$C+*Zb#eyoIq7+4;4jS?c>PIF;tcd&K<^WL-WmA3Gw^>-XW;cGJ?{*B-WfR4 z8F>9k&pQKuVQ1j`{bohD=8&N^Q6#kHlZ|7&6q&DrRdvCX)ti~5t*s$5l1(;|y2gmU zJPs1q9QMb-S2wPd7a{6X!OK7;J>29|r9$7+0CE9#Y=f7gJUm%?g33!;c-wRzv34W* zjxhqicy53)bKkVSh>;Q*X4TB;JlNxkqX#|8j9GWgMc#GvpybI(BBZ+p-=RK_eP{!3 z6HA&R@iw2SX&T5fC2o;A<*fcDX~$_V6tuMmxd|z0DMDaFncf-o_w&D}Arzljr=MSW zVkgLS^U~|ee9PFsx~53P3mJQ@3ryBRn@0mvO)|?-0RH9tLO&s0rw!X65D02~H6CkJdtf+UIMP0C4UTD;U0X-n*!NCHeKkS-s<>`W5qmV0Kf2 zE-w;zMX}S29XWBg0a4+Cv&Tr4N#sxd{@?C_8?p^z*A)0z+6p++lUX3+sKY&NbzMCt zR%^RDbHQ+CQ!?wl<4q3$F#rDFW`2X7pp6yScoSxH8=u|P)%}ip6G;r0^VZ9G6kjdR z3;cO{@Vv~nva1Ie8(dp9g{p{1A9g6&OlD<8g3y?B79hKUQ^@W3vU+0?;?EW&^j16* zX_H+d2Ac(R^q!2(LOHNmY_efb`BfrxEoO7~d>SihEl`6#sn?%^(*iG5WYt)M%|gyq zvyxf(mbtbkv+!IEw}d*Ctxhf$T_B1$)Va~KAg_nyeP~&|XR;UR?Mz3EEa}3Et{u9p z&;VlV;{vg@2V%GBH43-csBc@7Mdre(iGn1mM$$%OiqQ$DLRR{P3N6TN0^Pc^VY3&2 z`-^<*xGu@P#gn3JHo@#Q%mZ#Z@V+&$*mG+%uGNGK|EP%jMS{j?+;i~yzQXJR=B`cl zi|9CI{~wg?yX0(oBx?p-_e6lnFR|fD;S#(Un!8cSL{5Riax!6=&ODJF5n!m?C^Le=p^AfD8~>20vILh_wC z-4{Ty?q|e#AbC_yWKVkd0@*gW`foC;8wG^sR=LN&a=V9IX|N1)3QZ-I{~PPxO?B?R8?l)K`t+kHYbHi&Kq%7gcLmuD5dRm)aWpz(#B}n zRDq|^XNfg)x(Hw;iZ4I%n@xTLth4ao>vQR9BbspW zmXK{V?p7@xdGz9YZ@W+W?K*;_|Jd(RDky*8_NspVp5c-{92WN9zfk1W10=!W8|?GE zCz_fz$bYa5tv(8$5Pn(0U-l^hFz4T2hR#@BB4$fOkDT!aEPNZxYN0)2F8*2aX>>W= z=pwuHde5^jGQjfr9Bz3O-3txKzoKCXbU=0Bpc2KV>Hth+w|b(AUMkV+JfLdeHeWJK ztYXt$ePVEef6L}BQg$xiT0&7E<2n~toGZ|exs-hE@Gyy$=AIhnYku?>_rLkBqucq_0`|}&hK7!={aNh7nb2XL&~YSk|PX>G=a!PfT^4nJ6wCMm$ zkmLFSoKEFodxE>^?+&Q^FP1aVb)ik%2Oi=_cr!&1F@rcB3(UyL1q0~Rb@vt;rhR_H*1ZL`?^9lo|Kr`0MC2BlKOg7v9 z^ePOXkteV=4*;T9t2sZ3m9Y91yj;teUP&lVI z>`v&k{V&y_6FaS}{5;x8pIa^O0GFqyEZg5j`>C)8{AXue=i_<r+UNaj15J% z3(|))Bhgc{yE@Wc$S>~>Roz7@-;AW5biY6i!PF)$nx)IRZ)UcGQ`~)MHfraaTIM=MM*r7VTEZFT`EPFplGWqnr6MW&3h?Y z*R?}i&+WA}TvXk2w-v??*`af{6`Ya{=`1`45-rR`TnWj!+l1-D*kl6Ot#duYs#jG= zYa;kn|Uh5iXX)J|FGZU#Mc0{L z``DMFiQex`ia|;hT}jo00I%u!%is8DY-DcsUX~D&V0L zXNGy@-8~U9@puEA>dixZ^AJ|qe}qs8KmCt^PqH>+0Uy^F$f~@*T$SfzvpZiFXM@GL z;7w7Xc~YUSRA^W#)D}H=Q!U80Bch-SrL$oj*b%wO9Ro}M2$y~(=MOD|_I|0Do?9(X~1tKk{h5&@8*Mp!?QNj7`4EKeL!o2{5xm3677cFiboR%Sw(AA z#?NB{H4$tX6%mCI5m-ohPuSU>(<&EEtBwSac1090&$0@mMRNY0z^|fv%18s#MJoT!84RU{ zq|78boXv&r0W1-Hk~y~}M7f@(kDp`PLLkQ0rqWunij9DE7OidL>^5borM0PKO{BiH z38)B+ASc($9-2u8()vV<&DrZq=9%)z99z|(QB@;VRnJaU^>M12*}3xBWPf{NaN@tk zH2?0Oe*DfaUjGk!KfK+W<~M!e;lKE&k6(V<$~|wsgJ@!cZwD}to81*Zmo|FSnDTxYn>4vaJ^1#eG0?<*+ubH%%P-0 z?XC9FfznL_KWmouhPxdo-L&!B&C=d>A0H^)H1k`{(lpzR$PwpY?jvd>@et&fn7O z+SJZRGv+sUAw%AL&yO+RhiJa%GtKv*Sy$A^aH>wDLH4Fsj2@HaV za{z;J${!Ws`8J#&m5@IUnAjLgs^rs`V-o!S502b$2C`%wbWnP0~qy6Fc8pH2@Q z`qzVv9=g9e375FG`d0PO9X~kO?4dhR0zI^E0MQHD9`Nd%t}v6U(^Vu|%c_V^S8X>f z)ZZBU?q7cTm~y)wdkjD>aQuxq?LwQ5kua##OA-tm0PV*db$|BQV<3|o_#w2U8SBgm zl-LfbYuxf`oDmM3f$k1gs$mG$18SX<+7rPf6$D6fWurcz%kjFdP$mWaBJ!wsUJbfOlm>tj^d)b)G~EJ% z6*v8+OQF(WM2XWz=NIvWjkn72L?r5}qmvG(zYF}I^`x1D%B@Y$7RawP>#LeYzGe|G zf4Wj)1Jd9Q#Q2B3fSdH9G4}6se2*$?UVZ?(}PsG7k`MXj1DF5;)Qu&~)_9dlMr=T6FXfduA^(c@I zqK*)Y=^{}#gbrAQrB$?~z=R))7y$0VHjE6kp+fQpf(0u@Q5r46I(6Nj4YbHqEiz?` z807_fn?MBt(yY`(K!jADAg!QgBU&$D?w)pOW>v-4u%sl;OL@s_JZ^Dy-wQFSm81aF zD^**2ktnaS3lXq|HguOhb`Mecp$Ni-?vYVY6v*GDocES^-L%lP`(Q)Br>qZ#1S-#> z9;5yI(UYvof4oAF$>h6OVMDeoUk?5fUdZbFs!?*_g(5C0g)Oz4+=>!!7lJWo36(mq zZV1F!r24LV>>ib0vO>5hKnTVCc6e$yy4>qv(sB_72<7p!s>f~+t-fE2Ui#$e|E6BL z^WWY}HzvU_F|b|XaRNNG*TsZYbUF=UA{B{mhbUqQA+X&Wwk>za^pTo?{njB0;OG~%k%**l>2=SNIb4bBReOvoqjP7>-h*cd?3$! zIPBYbP%k>{sW`E<6wxjDwfX^QU(ZJbRB8F~ssI(~;7|{Qi1Zh8k8d-?jYSM=zY(4# z-2<_sfb|i_@F%kg;^2|(NF4mL-e-{6q>6(_8M@wPQ2m?dl)-F)TZ!tl~%_u=sln=InXFUGkD+iUPy%BZYaM|aRzKvs*F6? z_;htQZ?6MQRkgq!k*kRoWw^)b2{-*=ITZLq!Gzl(hq9jMe2enWzmVoB-o}@gq`?b? zFL$&jL={${lmV$}zC5&+(x5gP1A(vCXR-bK%ObdfR1Bnhw1m_`Nzb`lmiEZgOM~q$ zfA1@;fDpOIbNp=#px>Xv!~oq1?c~ zLxEGjBg!c(8IVBam?9gf;VR@Yo21Fu6BTLpT!-1btEjFNXyD7|5E2SSfdm->}+|T@tij30{(RY4WCwOM25&d{l5; z8R`0KZ@E_qb9zeJbYbt+;=9tql$rY~*f`)geX~-E4${_$L2%M_c~xAO88$w4+VU%lrpe ztZy|~Z}&wr*CPf8qWqiXQk1wyWhvq*xEeD>^i<59}ph2S}8gG|Iww>}76KueVi_6O+%cv%ZUfUdcyX zYFJT7dEit%+o?^`x{#{@k~178>c^qI^)CMQkmHqMmi%p+sxV#*apRt9+TFy|Oqe!OQ+gx5J!R!YQAx1UOFk2^ucq%R(nL*Xm~c|yYpe0qBO zYv3nbbK2!av<58RuVKe6k~KMcC0Aih`zjw0JqVAHIJx=ogM$($PDu1hk&|eFHMj+6 z4gaJtpj5-a8#vYt%d5-1Djkzg{L6zgbWFkw*LOGK2aa1hp7jE>f5+#Qm=R`qm{%1_ zpR~#;jmbuZNzz{R=AY|o%M?%V)TfDAIF4q&_loWA_{H;rEK;A4*V%*99eg#~hjPZiW z-zi)xaP#G)(HSSv6|@j1h2=?w_D|evAj1k@BwkFkt9drZ!ASo1@Eb|rT%PJ=K-t}h zMzL|%z4>;kpqN^t*a**`k0D0`8pVdf%-9S3`AGvgXXbP@-c>FlOS$nH#Sl=bREkZh zQjBHX}-pR?sujY}2ziH)|<=WIT+zoMJ zF+56L;smd z=9n6A$5(dQIgPe(E9X{ESwWn+xFN0pr-?|p>xYxw7nCF+!9K2tNM0!_$Qx9BOIxu|F-jjXQw-<6Qq6jo@!N;kvZ&o&vqZLbf zt^P~`U4JbR6NyCjmam283jrb5=Ig`Xgs0R{w%M;JxC$mrnCj8Gv6V_h&a3f&dG(ry z_diWmX@KmwTVK(GbQaBj0(nN7U6ssnHOX3}a0XLp6ZTlvD+dh-O#7Ag3Y zLwDo;yS!H_9MakdkFeWY9>pT#?ykOJ*LSe|rU!k=Tly!3>=mc+cxO>-=p=2$k( z@xZ1z8Q3%@vT07rP4nR&-QzdS$!wcuA6g0?C2&%!inCt>i(!?JyuZ;CMg)C(E< zUnDYDWru876y1a-bG8qWTd%Q(_Ot3T!7Nn5EJBW#n zE9HNx?%_3w{6rn#!+vk;)zk#YS1( zmsQw{)>Xc|GHpluC0LRr&<8~<30|71Tj-C-#uLtLv*8v8A8Y_|1OxXI-KbXNM2wJP zb6Oae1)X+8wf^tE_gk|5!|+;cjr(AWQV`a-6_iCVbi=}VXWWQ)w|;g7`NK#0!cr^3 z2unO|_l!0qUTg!qePkes3Y%|KxomS8q#t(Ye->hK2sB9DavPy;kYGUF7IR`8@0a2Y z9o91Dgo}!48y33EloZN%jQJbB_ANXV>X_}u=R5BGmOPWv=eDq735Ax%$a4R1CDm7z zu|0Yh#OY|+(c^CVUeEDf-UNLlH@UXF$wQ&=P?t_z;Z6^q^1&N&7Aq;4(@22l2U30Y zQxD~-ht*RL<*Ac(pHDrMryj~v538ph%2N;B+b9DQGAt=E_Rv4|5KldhPWa@FV4}yW}Ap&P3(YNL>$VnFYn)UUf9n zBUWKU8NvpyUy`FL96y>>i7ng`mq)`gDVjZK9GR*~&K>7IJ+=bVKN|}f8`O)j{^6z5AlivCoT9b=Z zC(8V8Gm;&-RLX`u4SxYD`JLAkp}1jquGRU+Hx=R9Zitt|tYsdguOa4v>#n~`IqUAc z{w_ZR1JNjA-HlX~;n#pUlV#$aZY17)v5vk9Q@Vx6@`^9rtz0Mn@@cRN7vY)UgOzP^ zwIAc2oUi9qU%Fc%F+LbX@ZqF!H`j(^44w>W9q=`nGclw?9l?F`A>1j-Km78pad4?o z?!`U$-~Z~tczri?63pfG-CUH?j<|rpeFTT*;85T~rlr43f9fE##JFc-7CBQ7_1 z-u8XzZY~j8mI&=G39&}N11D=lsiC}r_pHWVSgK(yR^E;7|qgHl@7 z?{AgJ5NX*Q1u{1bGhfguv3PVds}O^CiQIpcWE`%LRKulZZ9=!SpI^PuhWRxw5vja= zwaSS?F;>8cACcN@1qEfP9F@7_W z7iO(^`$y;^p$OqEFXxt}h|2p=TPVi1kb>dd--J{B{GnwWv*Js)g*u!2HpSbya7vEn zh^%S)A!R$Im@c|Jl(|eq8AWZ#OE`JG?yCQ#@{AOg{SPm0B)ek6frtKICEMW@^4n7R zZHf5PMd7yRSAY@j3h^X1$T??8e@e8%YRVT}z0j)snwMm<6I|4=+p63Ej88mizUNlH zEv6@7DTlXmG*Fbg;vHY}=73(##c+BA^_9O%t%wJpA(9s$0#ir|py(9lyZ651YvS?$ zb)CEq{@44e$@^}6zIo?;|6Y^#!7J~>5)x(u1=+=msE4zUGq6H)Mp;%^cJ%lmTu zQH$s85mgNO!{fchGHmT*;E^8_c*EjSH)veLWr)8^L|rZ%=Nw(B%LVy?msqF{`MyYH zfE)Q%X3QMZGpDO1vUpWJb94S5vuEDt7yKPjr5Q6I7o%s9i_ty@Jd_RCIr8VKfHLKn z@dpIVk2*7zT0Um? zC;w5Lf*8TMg?sYL}EVkun3I^ zZMqT29m&DBHgR+Ft2HeMD3}vnj)O>cZD`pl5g9B+l6XJmy#T|R+k4xA$_a2IK2Lx4 zfS<%Fr^EdpKQQQYc*}}ooerWC%Ih5b_yHfwrMRKnflGQ!5v+$(Cf)Ax&<+2-9d=jy z=d0&*(0?|2?1pE*$8J5g$M%(nKB$8hQjQcM^N7|fhLu%eHgJar8)}hb65TlF2t_Ei z+EBz}n7ybB_d6_!M1fJa$l?co5x%o5ZN?}MNJvk4EFJ^$hZIsR2{zk!3{dLSA8q@D zNNoGYih)EbT{`QbI%Zq8{o92eD2VaEn=^*Z=-UQbC5VK)TJ%19rf3?=w!ps71Br4mc;6E&p)2j{+ml9*-b z1UgUQ2BhUL)2~P4m+9BZRbFcoc>IS%H`{je@1JRhY@Gk;nIdAzOih{nYY}VjFu1hQ z5Am`6kk4%v8;7iB8A7Zrp^|1cY54_520k`fKT^kG48~UM}U-l%u5c^*E4Bnbr6FZQ-QRy*OVkR{h}=h-2`41T6n4Z8Q_&?Q;1R4 zQ87Qo!GQ(d1>0QEzkYd`!UTNsQp+@n9@^4F8aL7c;6#A1%mIaCMnHBwQQ<=fvJ+;R zyWu+zsQjC+fx&MzZs`tO{h+vI)4tn>&o{pN!O97EX~XG6F})o#61kps8rNX<5^}Pp z7gae~TJ~#+&s#!g{bHFyiBDhBW%^R`l<7;M07-gbmHCB5KWS!u1yw4Tp+@3t$zR#c zJ~dW6AGM;WNV$QSg4(WT^O*NpRvv`uzdkhRLAdNTB|E)9c6ya30lw4A|N4+`tSa@- z=`tG?CHbawTj0g7%bY6~=?o}SOFof=ar3@A@}5H~Kk#C);5r3xqEwFc;nzj7-?ZYw z_`nO8=;ag2B=xHkWcepw28%RfMjEqXlq7SAafTt(+Dzs0zkONd?zjSGBveEVfL~U* z_m&^7EkE4oKLCfRk=3R0hb(8AT~Wgy>vl!`{G%_(Q1IGdO~{h&+Mu6*a1|cit)`#< z1FmF4i#9c1uKzX2lh zyJX)kTwRSoa4P;JBavB2BpU_0iuTyfarrcgK!U9wAVaeYMfQ7f8R^9XE#mwug`_h{ z7S=PlUS#X5NMhCTt`f*qK$4*%$&ZU{2uF1U zH-AjS{%(s* zimWJ1b?Rz=>Z#%CUW?O6cn<8D*Gv+UU|v0j)dO={BAXISgCdUFOW5B62Ww%GVxd@R5tsgqTb*#RCn z95>+`G0d+R@Qt{FZ+HYqEGUi`D2{~deU0J}V55lCj^ZDpIAXzGFpVUUG?E&{;Y)jf z*lEnAs9n z5?DP%dnD!d^vWjMF52)gjLJO7!*?AG1azqOu z#qIHcs^s~u6{xRhp5EkrAl{)}4kNCf?guXr!{vz=$PfyA5WyXY`(nuG<@C);*uWj$ z`*l?=`v@(srY~egAJx^82chLTXz|Ac3QHeAQ5Hp=b-Q5Cd-s2FCROPVy^Ksgs5fZr*2DmS1J?@|;Ah zy2Rc1{jc+^1cvH3Tay2!WxS^)!(QS&i5NgX40NzPyAa!!^=3OV^8**cOai|fIP_i| zrbYJW+(?0}qoB7@;S*-G7l*2dIgj8|cQ+tIF6EbW_ir(Niy0E%Ta3Zu)6ni>nAb0I zDTDbwwQZYx02jzWv-|!J6zTirN87i#ZQJ1w>;@{`cHeJ1A1Gq~<0#Hd{AKdK{doy~ zL6$*}jhQIWBA<<|)@Q!S7tPY-)95!ar)g7US2UY!swQ{(r)g>O2tRdqvdM;D(w!@` zG&$w>78{RGLp#xAe9EN^_oQg@uAOC*uiRCnSIUpMZ}P64(&Q^`XIByXA3JQazf8&| z^9wA6<23n5C_C>Zb*961!6|nz>2KnUAA$G|QJ{@*X1On3`F>+s4CJai+$ka z7`aO)yWs-3_IK>~hH~@V-gkUM<==U!%F0W_{g0hvA1@P`!_xe=4ZR3U{RT3lxtl)t zP37jeJ3si%@>DIcdWNIO3A1Ueh$U-KV;dZMpERAYX44py?k9R04-1wAE1P)mej<#{;ai6_W0#WRL*hMX9=19D<0;N}qgMf`P$zseP)Y~bc@bLX+N zk!W{-&p}pr7Axf)hiMT`Y?8zmI2c@z@0riz*xCg?pBag*vfq~g8k5Eau|ofWQ`v1V z2}V30)G()h;7`_e{inRh7b_4jlFF)0Mj!xKYz|u9GbVe+w%sX{J#cFLfdm-hDQmV? zg|s_k(i#^}ZDrB($aRXBcFLCt-P|cRJ$*z?qIg&p-}>{LPEYSuOa~u!blMKfN;@oW z;9(MLVcZN0UEQ$W?g9(es*PQ>z-fHU`7w03`Si5eIF`W-7{>BD;&&{P*(jKBs|Z*r zt#rNJ4r6mCBX^yt^3K~_h{nrAi9eI{hE^Di~3G0j6vS#1vrXKMui%M-+%4N*)g=rciPVIvilx0y5d3POm{ddN#Xf&?w|;-G%HQ!C>AiD(1IP6i zgyI*~Sr2rFpC|iNBs}D>uZ)E1_}fBE`dr>Ok2%GhcgZ>3(o_B+30o7dbIrcJk{{=v znxsz%KMrI1_2W95@F}%SUm%I8cxwChl~2tq$HQ^^_dU}GAuqilG0ra3>Z6a&XJb9&k2xrZ6n^9ym;_Nxl82LCF>@$<@T!eeX@4cKQ1VL5YpJF zpXGmXCN7=#jLq!aqe_n)&9sF%fHx<@rgPM0ma&{nvP?5Lp+Q5#bt8jAXXph84ar0g zzF`pHq+}?~CyMSOW#{1_6Fo-Cw2y9;@6iEmuLQD;9a%^Egn$X5db>544V5SM<7~)a zBx9<^Pl;&$DU-A?|3I=N;wc+#Wl3F@bRL z$x+kT0`qOl1?$N**Kw*h$8Q&rIMS8PZ!ht-u7{S@1KMyu2u?S6F*u0^^&}cJC()pq zM9M$oRqo9JUL}-1tOWRvS$u`;Uy-`9_fvSK7PH8mD6&+xKBysfQKZ38 z&3r}$PgZCpiFR?{#m8yJdRb4=4AXb}KeboARH;|68FznbuL9zN&4_1fh5)1@$tpGf))D?yy^`(440_2PlFKk)Iyk_r=(lYQMhmM~o%u2MZSBh$>01&`u*K zD0IXdpmE>=hMPBbLyX**BR7f`OTzl5o8MZ&QZMu&4D( z*mz=@{zG(ASCuappU43`oGn;5R6SO&`HUZ{Sm#&x0f5K!)@qdBSwGZ+`1sm^vF~o= z6-MQGj#SSxmjj*ZKq^B!;&aYFa6>R%rJMmGq5WvQ<(J?54C^syhCSWMZ%h3kZ@hWNgM6ERkhArhJ@zr~ zeWo=hV~&9Q>slA-lh%7_?NX7-ESAaffu8W9#eVo|?wfgu<`sYiC9LoS_<^xlC0c{y#4?4@`be+%U|&ELwM z6iQY*DRB#7ABAbjM)m~HVs*p=Vr6%|)Ln5)X#{q~wcO&u4>LfZ8eIvxax$DJ;te!q zko$ta;9jvq2)GQvfJ*Qu?M3(ly_6wz@es~55)lWYeqj7*K1oxLKhu1Urh1MS& z??6M=OZ*cJF@1OEPj4%i-Pwi6uzDpqy&6V2o5>KM_vAi?bGKNH*Y{j7QSrbZ%7Hgj2VO5R z^GG@i>#pLu+oiExx}+-CRN&NaV}j}iAj)*Y;~`MB2uo{gBfKrP#( z@zTOXC)qh}`+CyVljt9mYV%5@F&zUKB^L~?*bHM3#$0u^pBfg;(!-CI-Mar7b}Q!R zu2@%b|5*E>s?9?)Yg0~PUEaSrO+EfhtMbg|?+feEdF{~|qw{Tkbk5dwOO73zHywSZ zH4iYq))huP`$?*NRtat>>#<5E_6K^HooF+t^4#XB7&Aj6pg3d|YzC}`Jk&?#7H`gI zL%I6HsTyx1k*3%TfsL@FBjQ)v3#LE0xDDG_rmPZUdk<(fYn}NTD@|)&wwatKz zXxa<`T(qb@*iMB+i7Bd!e7GM=lDqZl(rC!&%@#PIo!?|hK5KdSI=GcqOHTQU9&^f9 z^?bkr-YR;oByB6eT%Eby|8kqk|M9mZdtG}9El{mk@l4ULqv+IO#u2=Nfp_9zHlPbg zW0nlzE196f$_h%SbQT2?$fgsE{mU=s+PV4rULnNhfzN*5Byt-gSTsgt(a6E1Al^V_ zgR_PD9ISBCb(Nb>!yBljn3iJN7t;g9aD&%NR{9%|)XA8SYIX$drpVLu5gG2mwdYA3 zVu}q6d{ec}O81xc-DHh#tFdi1RNP%Ezh<6Q`S*}Xv0pL032wA}_bcIf+u@(MJG5`F zayQ3BE(LhjcLH<`{ zI!*JpW9PJ2A#rb&FZqz_=Z`yPp_lmWf7z?@>t0S&nU5_Hr8KTD54fQUR;sfw11%GS z4*d;Z@)ZG5SV7eW{sx%)y@6#N0+_+!dM_Wcs-J(X0|WgIR_G27$|!3T_|&5^KdX#w z5BuQwA_cyOOOO8SZO|m>xp1F*r*1VbS@leSKGw#qo z@2h2bu=~E_@V+u^;DLJ|Np&j8a2S6=pP*K%^WpnlskROh{2N4l@J9&#S6L%QfFZH} zi2vKEFbQYz)4!@x2+RFQ`D7yqjiR-yW^nu)=g|({)1TUspAQs$L_m~3jYxvBl4&em z1f3VXl59GZCfII6*{x5>>lR(*3H{UbJB(mqkW0^$Kib=v0R+QbQ?;gDA z9_5DI_piSPx+ym-<K z>Ln;j?!UdOLYN5;&<4-_7Q*kUs6{pnmBUrvqi%dnO1FOR8TYnGTrIIXE4tr7b42 zAVbr#XLmYaRoXMB10K!xa7GoD$a*@kZB7QQh9CiSnQe->fJ=~M%TkGjS-}$DjL1jv z>3fu$>wa>5`N~E9l_T{|{`Qj##@=~KhZb^q%Fpm8@u!sUn<`oV)UofIde+`IRlRRb znHS=c2H!W)n*p;ArTy}fr%@1~itI15zkOHNZ{H{}bjI_$_!KhjuXN12=qvMG&wI2( zdxJ;twxPQ&@Ja&v&O{S#2t=qw#`JYTVO+Sb)+B(_Mz9}&PkIOuzyT9r&@ZhuZqeQ# zObxG>BsMbEwz~kak?kg`4FVk0Oxx(coVZ<{1IJboWYUyb$c|F1& z(8%ppq`{MHp+r)-QoY(8R9-p4h!o2~xs!3%-h8hTJ0zCbB$ZhvsWhbyD&~<6s#Zi+ z2_I*fPi-1c?9dmQ`P4?@fo|UyB%eAKe^yY^7c*S3$lomY3E>0XO`Ab6^G1xt{GBi1 z?oD$k@%h#}KH(KYjs}8mwIwkiq|BWrew*8@2)Tpg3kz$y2>N-!Rqu>5-c3E)6Ygs7 zrj}`xbz9g-5*FscaCOO(Ap931%vOZ?2hSvdAG;o&HYVN>oF3U&a<>GO#q_P5SkA(W zfHn{rszeY~nZ8~^(1Sy+dHi0nS3d*XSYtX;B3#j0=bup#y4Je$!4A)Ct=77&U9$jf zS>ILROyPE<6Aq&#n3K>gQ($+s&_f8olr_h(&}KiIH)$FgBXs5p~%oo_H+T)D7Gv+k5&NL#ILW~b#pIphb|W7FlE)1Jm+1o>?xk? z-u~mi(fuNDCvLO4|FI%EbK3s-D|bl+!b$g|x7_`cu>U#UVQ0aVEnMM@UAv0#%A4Kv z8zw(jm^0NIzVXUk*kE00!z;@&t9QPu5K$hrOU~R?s58I+&+mNYt}{RMq0`RTxr-%V z_}?yg<*qa5efiE;?%cI==dPWF@|TOw{2woR?aO)DooC+nU31f}ojZ5#%)V+WMg-Y+ zn|`k?-vweR#(0H5HYLX0jWVd87A+EQg=7(0RIyptb0}W7qN4A%p z^C9uHxf@y}(?+F;b>g15WP197Nx0h+Tp;lmu+jO5OuK14NmHN61@(zu#kxnyBx6$& z#lV+!^WiV4{Lhz@Js#rmuyGS%jV+ZdJB(P6SqTFw zEmUB-U<{0*M!iwgj|SpgfM@W*kio7I{}S~Vp+=;kU0#{8d5~2_^_dQitZV<;5#q1K zPl!zkaPPKB5GBsE>|LP_MN6Y{&JZ`a>z=P*+b4R)qYzp4QOKsEF~yTB31IBPe1=%* zWh8pQZ$?KY7&pQZDYRRU=M!$&#YZ#TzLZiP=?iwD1pOXYOj$s`4KZZ|Mz8zvSD#c&S=Y$kno=L! zsYn@ZiYnW9c`2pbR8J<}@Fzi#h)h{H1!9m{WXckcHBKv;GE2QHWy907`agu|i*e zanW95FW=LJceQBAD{IZfCVJ#kl6Xco-6F;TcF&AFiIDH8=L7(z5-;NWPvs0L(3w(v zf~k&V`VyYKpj1926^Z9|%sjr_a~zV!V3ErH$uD&k=d`Ve>coNJIqLvL67eIEZE6YW zUu&5@M;yxRGCN!kvvK|?p#UKWUF3<%vkB-S z;&h2gB8TTE;B3idLb`*W7rIB^es41**lP(j<&XSoI<{zAk#I71Z4XKPCl(2(| zqTT)f$$J+ttBNasw07;i&pF+D@9qtBHx1puKF3Cz$SVllfJ7}~cc()LetFz+CeHuw z%*{9BJ;#}UASf|vIDjY`V>-T~(U?}0mx^dmA)+=96&1CWr;6J0it*W^BFgLLw^r3Y zrva1r-I;smKNr8GYuBk=yK2>{s#UAj`YraF1jBJeQyJ)pjVV(h_PFo>duJ3JuTjXv z8B4M<88)Yprx)oGVBC;~%A#@S2A-91w8b}!WWF~sy0Ve%))HD(d^RoO0#YbC%jN>w zVCH*;4FUjwAke~-Jc9*9JJvS}(A<}6@6QftaFSTb#X%4mKU8gEs39A1GaSYTu?ZhU z!}T&)qJ~1+rvI*jIn*}N&awef_4(Owtxwf^W!)Y>h2 zR@-U8(TF~$IxT(cZUHipomylAV;prr4eI4>rbAJvJ1Dk@bt*7{uKhaeGUJV12QsPc zVYFM(Xr~H@UA76ds}^nC3D_b7xXJjE{1$hn{QVwvb-WV=~nVK)UtuHfjO2=$(c0AaiX;N zB2#MckH~4sxHVXAZC*KZ&#ngyztX1wn%jt4#Os6_%R3}j2Mh$urY)J z3OlMK%eU6HI$}lcK@a2(-)KN_;65`8YWN;_ZzTaaB%%}`hakJzMV2DWj;ctx?(N2S z7hm+tWA)>1uFSU+o)nhjc_}wZKm>0;{De>?;nFcp0qzIdSL#P1$4BPJ0JGQz_IWAI zXQWE-`eKwXMTruq*pZ*|B5Q~c6E{Bd#NAsryn6p`@tpw8h54kP#7n=&ON7e~Gi_iO z0pre6E0FIY9{}I5oAe3CeJ%3Kkxz~%$fp2+FCjlc`0nuDLq5(mstx%e^~vF!8<#&J zR2gBs!>&hzxD(hq4gh-IV!7icEUz_FouS_?B><@8T?s5MjVzFsf0Lh1CZTc3bCaBz zbUB&`e?6A!a3g(fKqrJ_{Z?G|Td|8!0LTUvN7AGGR+5ojj2#eT0FVtTIs4Lk*$p z;E8_RYA7&|&((OEPoU8KO(bi^*&q+&1=8HSGGzs{?^{}x!biCT+od5)HNZ?52`puh zz-)~KMnS5zERSeh1~g1kQOUm1QiFyiurw^!rZLMb4ywI^{zi0)X^^Y%lxUFm&|lc; zmp8~o@L1d?vS}Zdc8CN`vXfxG2Lp&}b>dn>wmm2zGtyEe!j1u~tN}<@c;7@)z@&qy6uQ84 znVcDwf;tp-{EP@U%4KO=A?P^FI-^p$T16SqtCUI0m**5J8==aXL}>&<1aKC|NBV6Y zzBp2q!n)6+%lwffY`DaN&U66 z@HLCu?2^ZK8K1Xw-@GW$eJdl!G3*`MXUB&55KxUg1pX}z9~(lQMLzf2aU;)D&UAos zIPnoB$@W^7w$3@WJuNy+fz9CXk;5`=R07GYRG(rH!_Xi_`Ye<9eBMH_@S_3jB!UP1 zh8LBnPO?G55igx&#SjHYipcYXu)%zsG+cH402qL{Q8_fp{8)>dX$o+}Hb{h%H#Bn9 z{#{$iHpwLb9_W2silRiwfA9md!#{pCZ8JWY1~bzOf*-fdWt$8-QIg+pDr2(^6deGd z(=wJ61R;7BbeU&O9WT!E49ulqD}{vWAZyrJf z#No>Zhph%leZ35anl6`Y80hFCwDGnT-Y}3Y&sONTV9PX2ynWsw&u*6t<-LtVTQ9Q; z*zaVy|3N*Puq;skfPeQhjR3U0m+Z@ib}(qBWj3fkWzb_D!&10pN2RLPjA3b1dPqqBkS8Y;VleX=(9Mwgrc6^oniHg* z;!vOEOkJsI2A8O`S9Es+EeR$lepnB;C{` zqExsJOpz$4T$m}e0;lMv#AAgG0iys%#V_0f@Gd|qypHWUA{<0-k&TY+;WyX`*VQ4D z%Q43K)IE~DpC<4a!w-tbm@x_U7z2~AXdJELF}8Y+u@zVU>(B)?jBxb zXOLtt*f5)^(9KU4F*WTl-{9-~O1{p|RFTh0_;N!rWNB>{w;p6Q#G8y2Zs?^C<+SWN z7&@;oatK|>@hxf%EEIwo77-QeV5YAQWJ5n@Brk$Co6zY1hvKN117xE|K@THGjUYE0 zhrsnXjCpM~EekFgMjI-PXUGOxM)l-~r@kF7R;+OwiQwiOtc`3eMrYGL0ZFBMN0!dYhfl}lSf1ec9Fpu6uLzzdbrkguKRYq4myrb0GP3a}h!Ron@a;^x7u+t< z%z)wQugCxSLB^^l7xy@VjHmQbm#9Av)@62vB3n_pyiNBKQ-~ey>5vtt5#lE_-(LXDG{Fxwh<++VkPUF&6YS3iQ&~O{_*vEU@h%ZAXr$vzsH1GT`eKHTx)r2c zr~9;mKVOQkL!8*3577}N1EWP!BUm!{vCwwpLUrR)v&Qnt$wX3R-L-L{;t+%!hl6$6 z*A{WyKaz2}ykb5;9*dn(z zAQbOOjJ`!FaJD-oAUvy*tRk1+R4$!VBAviV5|E|=)Sk^yd(uGdNkHw{)8ayevS$;@o^4R}uwDUW zPY2_O0ro5nuxB&Co+zM?I@&#kqA|w)6gn(S`_;So$_EqAXWXY+;&VUC*HeNdI_TjS zUA;Sw8A6`eYX8r7vq{e{{zKH;G?^axZ=mA-HOG`Fgl<8%t8*k8WL)wfA=7;2=jx?s zWnQBBfPo)E7du6Pt#~Q1%tfWiHm6~9u*eRGn2!WyOO4FI`m1nZ>@*vo#w>rBMC>%_ zZtTdJ9FV(xHKa8%$Fqxq!`MB8!4O;mbt?@aMOQ?3d5yHbyX-%bpbJS_#JvBgYmmqP z8}P_~;FQtO$^ToEqwU)=!=epNhhd$FLMV1CbVeVX1~ZkI3H|sKQ^m4Ie-=S%_}F6s zxg=z>5*=16g}nxlsp;~lU)oayTom=6RHH;xQ$rgHAV;M>c9s-{IjM?Ir_em7%OWe? zONn$Xj_@(^a&=bCjH+;Qq+mzBYTMr_!jB>1IT?%5ayu^j8iD0PnW2q?CNSFW=*XTZ z$Qv;>xvS#>-z&=c7TIlOs*PpQk66(BVPvc8Kj{?Yiig_HW0R5a@ft=aPY)y{kn|v9 zh++dR@|?(niA+QmtLb!PDLFNrL2ql*C-BYC06x+5je4bl*ySI6Da>n%wmqF`a=z4m zMs!7|{HX5~y5hdoZZNRX=kp)*(V@F2TP>r$F1I3kqTMJvV6QqL@>Rw8F{U(uRjy*l z;BA62QrI(*XapBVB90&RZFRnEi~r{TOsg_3;p*qgD*IFlYYaTh63J9aspkh}yt(4(`0tWXdOK~QOJ1H3A zpQhhV@Y~5L!61H{>CU(vwd7Br-!6^cKFL4TqXv`NH3KB!xYFI5L&=fRwLi{`K~wNG zl4uD#2&z)2DJUUA!1#mXAdvfJl$sLYq!eY5ZDdY}@Fa34*p{38as99L9AS4#P{S=w z6h=U*nax3?HUx*{5k^J7TKZSW&JC~)A48g;0KosLmY~5OL$@qL338J^LI_bAQUkkW z9t~5@IKHsU7LV0gb#PxNAFhZa$lzX^6mw{B0-9n(_9;OVS6`b+7TV@UI+}DfxtD^a z`Oc?0lFekGR-IK>e@b7WmvOhs1I^}jwgzU2Ji~Y{GaiPHdlB<*HGkfXKhLrKcp6V;~?H6ckz7s@{$ca7&~WKQ`U z6C=oy5jgE*kR8ct9_CO`rujxg=tjvYL1h%s+gUJZg4g@=_|LhduR@5hC;`1j>7;2v z1-?Ey6R?#t>cdqXnMklskEfrE66jxe@38)K(Q0&(Q7Ivt6_?~<9L>CRN>CN)x--2Y zqSi&dV|i9ab&YXcNza&dm-1mQp;d9fIMUYlZi5_3Ib$P>a}d$cW6ZBy1KoOz)PN=2 z8q$SlWD|$+WeYXqI;2P=V$Rq~`)iYmPsT1r>^7UWlttbNk;Ohpl0A~ZuH>s!mrV!w zLTm?H?1>Rk16Vmq-$96#ra+q?4}Er5q+oM|AqE@7C5^zIrP#T~ycV(E0z%`Uy2pEF zVWoWx(e6@o%SsE{J@DdAPYQa0oyUux@UPSP#~<+%P|-Z*cuRA9b1;w&=mwT}cM&Eo3_nfpStX z#?zaR+Qwjw&P=sEe^|ImgwGB3_;@Mn<$gEgHV1=P$|2368!jwIA68ks46m?QMYY_5 zlT;=+1rlo1YjQBbKZUmp80PCe)0z^LMULL<;(ZeP!YHhhEQ?AO(B6uLP^*yyx8K?< zvTAh@5y;Ww3;QRtYA|3IADy z8OwyJ`(nb>X~NX~4TPBzSpJE}5N7Zf5T@=+5#|Jcj7Lla!ZaGfME_ZYX=K8rznCy- zO_=oGNSG6jAx!2A2$TL&go*soon08_|5nlPnI7>lHk8i*tu>>4KFyaG=~ zU=^ZJ<6oeVmtl_)1m^h)_1Md1dV@X*76xo9)vIkK#NrXSfiw7S4qNqa@9o5Uy?Oxg{>K2JZNeq0l zm9*o@<^Wg#Uoh~I9(Y`^C;x_l&m1%G=`R@g=t~X!ARGn2@7)JFi!QAkl|R_YmsW(j zS^SK_;*Nha80?=&sJ1G<-@MN2IY)3zsb%kV8t`fIv3={aLN!*8w^9vqgT;FiX$#gL zjI{-lwFS^8Y{%cZvO#X*?Wxl$Xbd(Wy^YiNAl<1uthS-?r22++W%sA%t4Vt9`qZ=u zrl6gl76<|K(2n?5kiXDk>!_z<8sH+M@IT2s1)EqKAOU@c8ii${OGLlN= z${Z^U`-N0ct@zB4!D$LgX#`O!XbJlIWn5&xDN@`D6xMPSH-j((;)d|cO+g8wzUYFJ z$n3DFSgy>eE-$yrF>oohty<8Be5xwB2IDf?kY9{lRC%1_W$K8n&+K0pd_m9Leh@m0RmSNRFP$~T0qIEt__t0zIm zppReb`87;hfbayp{M4~Dt@ez+z)_Sf{p*xvw-@)XQr0~VWlN7k**^bODBGuqPKYYc zTf~oXo2@B46$B0aq~}*3UABtLlH{Ih4xGP*Ro%aVRa=APanARNfE4#4Fg~q}T>0rEPGm_&7l^SvjO< zd~s&+#aS=DICJ?->4tBf8I+(eP!C}M_CshUaGK*?vUczLqD$6#In+5LIw7is?z)z> z)A4-|hkEe&;?*Yc1DY!I8V;oBGJzW;yr^vARRvsgTZ02vXMtv=#erH&T9R(} zVqQ4vhDWvOZ9q43{sBr0sJ$NaA+2ugi0tVfu{p>pF_gtq2#R{^V5d;+c=gVcj{jrc{1}xCv8&T{uxhPH zldnw3WU(mfZB(M7tQt!cDUa%a;atv6oaIa(2VOAb@KwS-o)%rsPoj8PzzwyKY9e$kQ7GMbtcsjz%H^4UG# z#td|hJ_DM{ocIiAk+EC(geV}kxLZQ;+k#RtF= z5b-=F&-qN3AHq(M;$M2~zI1-tk4mCmkcfNXJmnsJo+4%4)Ef3kbn9guj(sJV7U#zw z&^6;IbuL@cIpo8r@0t)LkE~H-kr4p-Hds?ho~E&8X^6chQp!^IytG3Qsu(+wUHws~ z2=k{2GX3-QOR+?bYYHM<+A@@+>#gv)!D)8oyeyIF)f7nOrP<6k>h+^cFO`^1mvlbF zW4|eIqh7kKH6?J6%qL(aX$_+o9I(qFWfYmRP@fp@*vYDcdpjBWjND56!o{tnC@h~v zQ?x<)SXacI{QbIx;9YD{K$XC! z;C2e!E}EYq&sIcg*FGB_&0X5Cum#anJSQqqZWq;RXNzP==*Nr`yM-5BQ7*Jn-=~GGI-K1roQ8G zz()Y3^cf=kbRC{x_1p)R!zAHX66P5e=nCcWilnr|B%O64C+de?_Rm{9^s7qJP4u}Y zT9#BlYOMhuR+9N|hOFRgX!Y&iT*GDx{3{w>sc4O>VA@tNIzAiWDdq}lWV{XHqQNFz4WK6*FUwU z1~Lj&n2iIxP~1U|y*|07%n`P2*&bP=DPPs$#V{jOrnx3dPLKU{WTZ?{#P%|R$|$_U z#la~dVqIJY*8K*3x0)PQsh~5>qY#Rrj>R$uAlGny)uv|T#P1&C#P4b+ehoHM%?h88 zqC~mui=oZc$T{u!6NrY{iaxonz`{Xc8}S!XqT-RIouedhcqNEw~BsEnN%? z?~uU6=* zf5Ge47ry!p2%SRX<_)oNB_z3#Y92Wdt3{Sd0hmt^+a|F46HJSsUQpQr@=?3R9^kiH z>}qlo<{6{F!=yi@7Fh(u08sh73k@=1i*WTzTs1?v)z{Y^B= z3Qu*tvqh+rsrl;acee=D1|mQ>yBScn>P^AGeBqI=Lnwm%Mn)L9Lu~rw1a&Sq810D z($VrJI~t44${CC{pV9Eynho9~WN5In4!}k1P3vPWl6!v0vRy^S#?eJEE=Y`u#n4P{ zWYdO2umG;qf#Q7ZIrIs}Ewv#OG1l2I;R0XOtoMG5ua$OV2c49s9kn=mz0ey3`6JdB z+>5q7yt5D~H{y`CT@UZnd#`pQYLhY%J6&NRrjQR<2FN3t!(3=XZqk>N=>`RQ(7p_5 z4XQwpu+=># z0o7qBFkBkG&ew3Y6wra=QxMaII8-J$awcxlt}(badpI#L2Q}~5 z$~}XqWdhF?+|CLxS|o}}Vq$C}dj!WtdLN!T1ULm9&7TB(XUYF(uSweKBa=k9v=)M+ z5~o@servbDGEHyoGfBIU>rh=7fxN_Pl3o+)O+n{1)bOrJO7*Ep+Jyp+`phI(@RZlpQWdU{8Y0GH@G_6F%JRX=gQWrDJ(Bi=ade(H3UN z0xrpWyOT-jxH5>^*Cw-!ATBb%wP1vOKjSKE5{)0OMA{$TD#AmVbb##XSUROD80a^N1E8ZS7`oR{?HyZb zu25tfMA$23m;DlU+1KE|I?{3~_UnOR8{shUl2pJOW_bm;O4aP$%OYcaw&0hP%D6>A zan`RZ4vOQF^{1n@t=p>p4e~R#3N$P#96a1o7dLfk+*)v{_k+;mJ6pciACDhpo9Rd9RgVK zD43g(6KBqiWZ~6I=S<9-hnaIS@~kG3BW&mpe~O4$k&}%QQ-O#-Jx4KIBs^L#jU*N3 zh%S*I`4g?ndsKB+Qy}|ez_1vWq7DKug?)jGqi_y~Z7g%X%3F-^CD`qeSN)ul7r=2j zg{IRtd)BWT$KwJt<*C_>^95xuLfNcJawuZH)+ZmGBUaib*wpbt$M>@N*l*F6pW|p< zbSa$n`0icsL0Pa)i)}x>tMu;CDPp0chsGq1FNi&05sAheQ!IXxJ)SJ>=Ih|p^q~T-Zo5^0SL+g7={a24xiRKxQEis-e&^cY zhaXoblty*J$=#!T(Bh%qRtQ?;B?GRAdbuf)vG}Wk;9CVNCIlVwY+RH>mq33U#%Z}G@#=3{-Yt_8F zk=O=UjCYb=A$nS!xo1^^xy_)NaJ^5Kv5~*S!0*aY1e|&v3eD7os8U@J(6CUSfWl5| z4Y>}enUN$wY~@U@q0n8Sb~qo(wlVdw!}-VzLrqm{f6a<)CS(fOtiLj<0aZ^beZvPf zZ7T(^Xo)rvgat#)8-^f+Xl>kP>+@u%l_5YV8o^D3jsZc{u!K{@5)QG1!z|$tO9c44 z!OE1G62uY?SfUJne&nUgd4io?m}gFpaPH+`3CS!WnI)vsGNZ%dpkR?PU?r@@Vr6+$ zW>`W-L4hUWE*HAX7fp226uy(>0O1zLhO@P@)bIiDJrF4_#hW5oh{^&m57+%<8Kbi# z$v9cfB%o>L2`b^462uQlwv`Dc5kDl=%qUqyT(ESkhwo@CZG-wP1zSU8*{yLpD=5ww-&#y!GTH$Ih|q05NSbDIB-=th1B=e zjK-Ib^y;qK*9-)`@OMfLiHHEl&t)hQ-y}p+nuVifafA?@R|>4|@ZsEHYz2p`JwWp1 z%U?BcMJygk?udlo1E1qmA-)DjiwChJ3y+|fWM|sQQmaL4lnj4YqR(v$Ptri@IK9iF z-?4J%BLfRVM+Oy=gATdAX2bh>Mfy0UF=a@5?NjheK0mk&Z0OR8P3k#<%G6kfv+@XO zeb8b&Lw4-IwM00ls<27c#@uG9(O6YtQd#wKEbmaGc~wB@?Tj?ss*iw~60Yd*#xl%xzN#aAtXVmtT-?rp;2)_KfKdA zt-#F=%Z(TtJC;wKg1{IZ^*MuyPh9PAD#gcY9!3LxO|U;Dn)!WlvDeJ+Gtc-1=8wn= zMQ2+zf_f#UDMwBj|Miff3L|;(x!67~| z2#q4nvBUXrmk}g#(A9P%%se9DBfPUDa>7R@U^3(T@lf!@*<_uc#>=G4AR!{F-`g9I zY`4k8r}0c|7#hw5FH7EK1h8<4nyCb~)RXO01`M3aootIt@?SD`jk1)C>>8YO{-p-E zOaGj4V2=CG(`vAG@#ZB68fci%F%ayckf$?A!$j}~EN|=h4R*#dD1#Xp<2o_mf^JR< z4Wed9ZiY0?h+9C8q=gSlWwk)Qmi)~yM|xNUPCkMb(ISpR+BjP~dL;-=VK!0WQbUEW z;CzgUn)?bITF>oCg>#7t=P(t{`I1!dk3$8m2+YVB527axbR&Au;9O0EbN(s~Qpck~ zDjTK78jTjy;A$Q9_Ka+ddPqQf>qjy8KS83g4w5~Vrn9garfpk07Yg=Nb$P03p9Q1R zAs|gup|#K>NxNU2)zvzT0me}PpfDt9B$50UZ7GN7fi;wXjV5Hn!+rQXqg5lG4hvAE3y=j}faG{U^QDz6Le=4DFC(n0th5`x z+mx}PvbxGD3X1_tSUX%iAhJ;^Lyphz2uUcP^`&YTNA^v`e+!zC);bwE`JHU22o8>(UE6Ey#IRBWIE|tWfsJM+VMA z^c(SqoLoa7g{kQ{uxVIbtmwl;2<_A`(JNgVdz|3n9@n%4wu>uchkl zTyTZ!PDWI_!$-=eatJ!ItCAXS3V3ur$v|X>ts$NgQHgU#gcEQgDs9#jONV=I47mz%pp`JoXopac$t;Ilrx^obEMT?G5L-;NzC&;UEY!r|p!t@U z^pWwIvN|IT;+>DvN8vb`;^U+-XjiF1Ofv#YwL@M|8SuARY2oaeY#B@?ahOf#1W#ac%zT=4Z+U<21~zQGr~yRWc+p>KkS}eUt0*Xpqb@tJnQomNMjCh2 zr`4pFrN5A`2z3~zxc*s|yBt-cZH+jNTo&toBJcpkIvQfvXG&>c=(^>r zx-gecvfG~i1^)U7N)OY)=D=0&F4-(pzwpxuX>HJ`zYy0B{TtVgyRXuTh@w*de^7+N z(uv7A84uTB-o(T|uvpSS*f=+>0zD&kHXa(;YGGf3(}`@_bn7XVqK%kTAl$WZUra#P zL+xifXQ)+ZU`5VE)tA^f;)EI%B zm*HTQB+{Cg1cHn|c*Vj}b-ByNF*Y5-w51%i#b)eDTXns;RTN`%MoiRNHtc=6l%2|) zjNmO>=;em&C|P0(e>I$^n9tH43#UbzZZS;Y@&FZlgTsi?_UE{f<241^5=j6P*HL{) zr>5#)^s-A7B3U_n>nVoFa~kP3`?rHw?IFq0UND&EXx4ZQ1v2%U9NIvF79;s8U+Sm^ zlF!uoT2u!)s^}3m%ZFVuU82`#l~sVgl+Z+yOkK}&T0#?mXLtZS2eUxCZ4D)Rw$ZN)E{&)xkY+yG=-jLc7Dx?{Z+K|L>^fGIi)2(SvSZNG%al zi@0?pg>tl5N#wA0NQ;!GlYqd|HG>4AylUTR!t{xwGi;)5ijOwV@%UTwaxt4bn#~P= zyJU&R7j%(T&eldYZ+#;RVYAqB!4{c>#$HF-ZM1nxx(hRQQA+7i0>}7xyWVO zY|og~ut80d4Qf)8g4oLDFB{b)qg1%FPMg!TFrT0rKFUrGtS@QIlGIi;92O%=et}hu z?UDU|8a9$}<-v~TP?kO?H&cd98IBgL1fP}?d>ckoxb44wkf*Ty)c=R^oqE>rr9wO1 zq`9PU1{7o>l71po-Vuw+{Xs-hTpRF7NZ-gfh3aS(ZPOkAW%mm2^_hRMm75BURKI2zkc; zzy6D)+Wms~7A>I9*Ye+G<^1;@m;c^n@!wZ;IoxonU=kDz)77sIi>Xc1f=m6MVfB7h zPjzHmb|3= z;)^f7xSTQ`_xYX2Jba{NauE7ILH=6-=Wo}4Hw8IpFn@|5tbQ}mq}y)}{>i7#ycXoj zByG ze)hAk&|Z3fd2>)1N%fnsCAieT2w89T;&<*0b7k&DmtK15MLx23^x|gC>5bmbK-LGk z_CNH-NCq<^sh;bdD|2RCa>)#8cXw~<)rFB%5A;D>^L>ypEx3S(;^PXg;4|IaReeCE z8qGIz@;7x5=Un1nNS)KAKkpOQI;WyJxPWQ2ssbN)v7&ieFg=p$^@^6@Vt+b**-)v8 zqW^w^m+*2WdQwF%S5lRr#M6~{u@bra^$X8c=E|JPi!ZK(Z?O8T5?}#R&8lh%e(Fy{ z*5PU{IIFMjM-}yBa!|#;Z_)X)`y#*p^Q^n)Y#@8N;`_s9UvU;_+OUNsj#mi~KWAm}r9Q1dht z8q_>3$nqS&pH{9iQ`;75s+Q~t!|9|57jnVwpnvwi>j{f`P2$btPIT*y{E*qIEv!hF*L3nui6fSiCDE_#RoI zjs{J#(P+n@$-&9~|0I$(5M?F@gZ*>x{L(lsw_CqAyAi#=y|H;(6UM%gKK_aR_?||* zoH7&JCZ1BI{N;CbO&iBG2Nz=j8V7DAK7MZ;D*bp|^R(c9@ai;wjoxC`cId=aCb8`_ z{(JX$ytIFO^E6tXA3qg@`9~t(X*s$y4m|${c>Z|@A|R=OF}Ht|PoQafr?`5xu6Z4o zGYiud`73x~`a3Q+dky_urGLIXzf9uS@AJ%9^rWukcWZUxPA*?LDfm9W@yNWqH8r?6 zB2V`pz_Y3)_`ZKO-fmwjiaGM>JaOcAx$5^f=o%k-RwoueDTpIL$AeFbn2--YD|mjc zepXk!m_?Wv;;q4a^H8*{w4))x$RByO^WUE{wv~}bS&Ds zQGavJMv+rht@Q35R8%^}yneux*@iMsoWH;b3I{iGd-3j}m+@WIj~ln}6~Q`&dtVVP z!3uqCr&a@9-?$i%4p?zC*vzxl1$?&5rCUjMWVt62O#FUA;lJ1T)kX7Uy5_f`04$ z4H7NvH91K6XE6ajeL?2RobS(=@qPN*ycc9M?c={h;(NUB-use%|6yvlmI-Hf%3PUi zU3Ae!7QOoOPRZl7uv4}KKk?K)p?Tm%Nh=R_w-ud|1icHHBoAzqrr%3nlDRVZlRB#F zjh7^^P;)lQmf%AF+sNFtQ8(lF8zmekFRXeFWt9U zC%QKg5dy$*PDYVsn<=CBu>#dTQ61w4Yz^GzVYD_pjHlufKuX^|Wr+s@wJJ`F4j!5q@w- z+VSa=FSy_<7og1EJ9L>xZwF{%B-K54P$iXI$47Ud_$kw;pE4AWYq#hV)T4Kst}f7t z-`}Yd&&?-r$MSfWqV02rKawW*UAolrJE>HuS$P#UCXKkjuvuG0lK?XD;GO@-*52GAQ~>!MVH)bdU_8PNybI)zLzrm$-xMK zq)WAEr7n8k3P-O%WBmy{boZ|WLB?Hh!8jVa#Veg=YTzfE-IidwDq%MLc)32UJ+VY5 zZuu<1i8tQRBwV+}rTH`l9QC@3CGZ8k2IadFxiVR6pNfau7bng9y7jXJMq|c|Q|RMQ z+?fP7{2kJFEKWAlJbq+x64RHOv3#li`YZS9#FI;sykf4tHyJNNuil#kwGZ5zY@SAS z+_1Dz$GrRWs}C-vQZFnur9LPsb>)5Zg~FU72D&k+_^oO zD|4n_c;R&F$|uW{5CSiIFxfISxIpdIEW8q>>}k`d(UP;%)U#%L65}$!ED>|tHj@Z5 zozE}#?M?EYziT_S>hN~73JZFESF$Dev8P7x8n$dN{oe5reur#5D?hd+n98-h9ySLj z`9Jdb8+7$e&r-u7EPkk!< ztfyvKe9q{uq_y~8JXP=it1kY#{5%{4f*<(jcxFG&M^l@Ev;DvKRD=IR&zu)-MecX~ z@0pBtEO)`T{V67+I}c$m_@+OJlmK-t!T<2T5x<`AK=Eevvhe?BoH;K!wJG>IuPWD! zYzcngsTT!W(&+!dQ(y7_!BbaSXvpQ3f3~N#2>3`c(UBaL2sWJYyJXPjT z^3-~Pa28U{p6|4P>>r4@Pgjhb+7txpknmePRpB>#YLMTgf4eTy=nu!yS-0!pmW7RwhsOC~FSn9L{jh>Q#s+Q`pyPcL`jQUUjURkPF z7ddcu8EuWGS-!|2hB?JkTZKQ`Q{((oJXPb5^3-7et0Z*Kahef?K^>aov;@NmkWf8x z*v_fMlwcT8vZZ=;i)=1f|I%N`TVSYQ(;aKob0KC!XN6X zXN7+0Bs*>!a+!FA(F zo**)wI?X?U<~^T#Jk!K#G%?~s=A)+*5eIqdB%tIJ99)jNg|uQBg}!;i*l4UsQ7} z0E99ro_b37WuD4ge!v}lt}n0>J&!xu z(YGZi_0(a(GFf*O^(5t~9l|g1)DS=ADbG)OYM`I+)O#>mpjzhoxv~<+#y`v9s&4Uf zWv*>YVFTw6mmgBS>ymIlx03sh91#FEY~P#YULK|lOLgu_Hb<7aZ826#{BV$da8&ze z3H)&Ih}}F59#KbZDu+ir?>bD+zd6i5U&D`YAH>ho;1P0=G9K!b^n3gBBrA8Ia@BE* zg;MmnZu(q8b?g?+fcD%asC?T_f%5yP{6k%WKYCl2K&98>Idash?ezGE?SejPsoOZ? zrtMrw9*>TCcPqV~P~9)kH}*fvKeswuerT3p-%LVRSOYh&hR)79C{PR`x zb3%2lp~nqtgzoby&iKO`e*GSPym5_weI7sO>1S89cks_0{CT1xXYCzF@6R5Ihg|?w zK&rpJV_JPqvkUwAzipRh-NZ*ags$`P zLebSo(#M}dimIj3oAFqRAG)|UWbTPGKj!aJ(a+;L@~ed*zSDWF#8f$n3jsKJM8Zz%j@_&1wm)`e0H5O_KD1C-<%^fcoDn0c=Opp9ae3v(MDz5jYts#^pFyWgPdAlY_t9XP^tnLgk0W`Q%V-D#NX z#+@;9b|6_tjJ%68sqB(nhL$fPRnBDCZ5naaZt5i!y?-|qfGE1>&wR0n2P6Ny%&ES} z{WVf0hQL?8AT`mJLG{8!Yl9Mkc=rB-cHG|Ia~hP^xj4xqNu79(H5XiMCqLlyrL%E3 zh%;v$wqyFvJ#2E@kYY028fX6QupQHv`FQsc(~dtKvCVSzUYz;akwV@1*^aK}3Z#Zn z(T9o6b#8z|W$Azy(k_L1sQm5+nE=cCoR+>p&NcQGNEK26oX3E`y%}X*Vv>Wx3|t@K}o<9x0UWK$6(_nI(mqUqX5l zwPMk|Ni0dULva#Q7%8(LAB?kaT$(hq|DmNOvr}i%Op0@_x-Txe9F62I>T~;>Nt!h@K{$==Natc&Avu^T*pbYsz-)Lsl6s+Dwu6S8T88A; zkhy1PGN<};wX=4a!D!nRH=zSb;k6lC5@i}!O zS9s6(ocb#5isNH3XuPKKXXCLG=nmd;s$PBD(42rP#Abg2&EKMZeePPbdUtITm@CM< z18eK^G)f=xg3HzZ9IGr9ZbOQ@bO1?~o3_ZDI+^S3+G29^`)nfu+>S-CKd~&QG!v0c{+_j=V^H8PVflqOOU21VHV+eW|6uk2~mUFhb8EAV!5Q*13op3yI?#E zJ~+LO*G=0q-fV>V)3ls$(`iLZUi)bvJrty;nfl&1O;4o!={Yrq>wD;Qz0Ev+x@q2; z({=NnJYBCx*jh~HmeWmjubHf_(|NXH*)@54gsLUVFU4ufQMW!PHJf+QQJ_S1y-FvBc_nlh$ft5@ zHgWHql9+?8D#@t@ytRxo%-gX+=G1VOq-0?`{TL54pYzX2Vm36vCD*+BOEs-uDK*4- zvsBAGzwqL(T?cM*Y32^6rg!Y4gWx)kTKFqZZ+@!_uXK8Pa&>!#o*#L7jr-j`yGT00 z15KtC`YRBO_L&{|$+&DF;NTWns{6Gh==L%6gfJxBPLFv!f@$9m(6smc=4nxhYWMMQ zjo+-LOopT?Z)`_Rv+oxHgQX1=`lQdX!!>JJ8RO>cz|0Yo^}2 zUQ5QS%H6sEvB#&3eV8xP)Va2d4m?;S%QQDWSH{E+gqlUj0OeTR1FOFpNW8V9H|Yv` z^UUk5zj#@1KCnRLWb#(`rs04X+gq>C8++?x9(JGJx(j=H8_MkMt=rXwOUvF|-`*Fc zW|#dh%EAia(FWPw2d&xBhcpM<>0x#sRtU`PqlK?u_Az4Nb$#@5x};BG`Fp63Zro#i z49BlFSx@ze$LHBTdU)Q5i|y%S4$ytf>Kq6)gr{Hy+Ond88ukDgN6o4zY;P61OTVm$ z+g4%PR#9l%gBALtk5$BNGg(g+s(ZFVllnhPGT7)V!BR*JJ7{bR)xz&|sU3$t?_iSa{ygik?Km|hW5X?kX zXurVc&KuF}I+WrnRPCQX$gO;r(Ts`NBmU1j?GRF(O5Rs8KYs&o_gRK;9YrAI3e z>M*zGvA(3`>q``w+gA_HHGSiK>e{}VBW~_%S~b6~{@S9xh2?2!UoGyfj>|pSSGVAq zLUnuk>e1=$8?XI+3#}sfD@S!z6WdgqB6F)XX|Aa*G^|<+b4#jeNyDgAn^CFOO9onD zGM}k7IAV)PYb9+?sx*_UlJu_6$AD?x)ABpJ`Y>)7ESInRfLn z>|_u2(__}rFXoqix)GcE75Jr}Zp4Q=4~=+Ab54KyaDN`D{^q;=3k2z(Q$uLV^pB@Z zf1}UqUl^%p`fGx0ipy>5uX+59LUnukn~~~oq=?V^7e?wMZq?ozs8qMrumZD&tlMhh z73?=PIaN)%ubNmAsnMT$p{CHJmud{J))-!WbH2lJWFXXR0!34=)DlOLMtvGM1pn4Ks-D)kY$vc$V70~ zKyymJVW6hXZw6}WW9J{J2WQDZL$Id@>LbR71F@IzZaGM^-Mm4D?S3%`q71q=2<7#* z`q&`NPfrapUFtONzC5VFi<@}V4{wsq0QA_z%KqEZ=)ks!JFq1pi`xjhCn|a%(sWoE z6%^8sM4DiaMuyfMk?zwoQLH`fH1EC=naTTlr0KCEGV418DpTJdBO`3RZwh|M?~?X8 z(gNk2wE67Zv>Ekufxc~N-Im{^%^d04Xbw<++$iG>qkE%~pg-r|N%Y%fHttV1nT?ys zcLE6^?P)Dpcc$rh2H`GkbkDB{K3xVvot(BKPvtWp?ozq}k?Q^(BBx&G^ZG6kD>b@y z8O3kcOVY@F`E4?%?qs#kvit19vGG|v(7Cl8N-aJ%u0fI-{S2pgX2!X%82uNTmLaIR z{7E#@bvgAk3y#m!>6y`47f;GpOkP(V)+ail3^u3M!MK*-Mm=CMR}3~IxW;6y9~|oy zwhhjyaU{W=XgK1g6LV@U_42h7i&&!TM19iy(}}c_;Cm;T;|{z5`f`o!uNqDIqE}<( z__8>2h0f#^CeB`8DBBrlZZl;ugSQwaxN=LZ0sU2+*^X2}F}6rQ214~^COIjmwos?` zpJd+dMxjntlk}!iv+8r|2$5*nS99t~{^?~L7-tQ`c^=a1yDa*)56h`%slxY%(P<_S zYJA#8u!2))7)RvPXj)g7kHGW8BjT<+Ho~k9BVzsR2)&GK8c|pnw~a7|=MiRA>K+lV zzc2FIkspcLuNY}Y@8=_pnwBrHXh=qC&B(fu+$gE?U)8g3?pF(|$Q57J+V-w{96qiG zLXDvAu7+-$3HV#B91nzQB);wD%f{Q0{|a;Np*M|^zY}`y5qkZErh6MzvZtU#{t(Gw z{IP)g^tMYIALb@=cstbXHT21^@WJCXp*1bHAoa3Vv%QW+(pmlXuEHJHimv!7>MfB| z51qn=Z?$r2%X~iB@3nL4eM5%skL{d#n->MB1hzh>?=zk+&8Y|Jnxo_W(wutT(&X(f z&8gXREYIT%ew(AG^_3PkwnOTJ<&8*v%3EpM(=w+TsZZMlF;4z+(hs#?4&yGN2Gh&S zE;s6qHAtoCg#oB_oxwQ5+m38=3?o^-sWCm z3~zHZ1IHPWW}MNk?HH%$WXGxT0qwx4nuj_ITDaF%8-3f3)uMPqS#2&{mUIcjt2f77 z(vBmr-evz7E9eifN}ifN-yC3<%ug1i(fsVOIn`}3^X%7$(&2hjx@Ndp1K^?DJ{*Gp zYV{%}duce`s1GN>AQ0*^ErC&X*KpIJ_lHw20--v%z`9W&^0HBUZXKofiS|*kq&I(* zroh5cW_m9kWiBm86*k3{CiBTr@udEoyU;mGtAM*l8Ew!S{`#ss835+t0!f+* zi;(KWjd&bsQVn+^RmKcF%gLz&f zQ$s&p)#gBfjzUQBqWUnBygHO)yX^!XWPcS>>u(!PjUR0$b3Yb;Ugm52mw8Wy+MW*Y z`Ikjb?bf`z`(<-w`p(NS1AXwanc1J|OzPSerq%1b5T6oXG@POd)p<%x@H+0~Hd>@m zhEqhX4#RTuI<)G8Zq!Zg{EqmVXhDb8lLSIt2D&bT+%cBuxKEIvyr`2j@Od)mkZMk+ zG*@1oGM1;V?ljkb^U1=RD!)r7QTZFF%vI~JATDUf=+*H&Mv^&Y92M!fo)(j~>m5?v zU41>hG3)w*%5?7aj-Gut=v++6>m9AXSz(IOif}z$#-aKobtm6IOLT)F))R}F}DIb?pe!1BlKP@+t{u3s6$2gK2 z8);!()QE=#jVzz%$zf(rqfvm}(Ws~Y-HiqMEo;{B@88djHO+ZN9~kJR&aqHJBl`+I1})h@=ZLlq%wzdyBpEGWkuYj%a1Cpz@!tDf z-SaOJZ?1ch&mZ|0iA=MhB^$->EJr$|x$~loC(l^22_RKCsQeDs_R>rA`ZD~Gq0g+N z;lOq604mrAt-vGe1E0Xp?bkX+!m8qvb`@zlT?*8G;@uXh4*&Kgf)tOXpf|>nBM=Ok1BE@@HM7O3+PTiLxD!r%I z=gEH zoLcEH4MsBwHWCT`u#tIZIXiXaHx~MT8Pc@4KD1GqmHW|+=BjNqQsyGJb7MT1&vHBW zY^D0UiNub2cQe)B1)}LIgpXqSc5IapbZNl1n#@0Kl?4g6duv?(NSfH&+Gt(uz^+wA z`CW8BbUmrzLFZGr+>KoB#<<)l%HPlVT{rU98z4jk`hSx{r#MtFhUN6zso1!Q#umEz0W46_M?{M^a=Ak>Bcx`x2 zkWAWf9q&}vIZ$2EWiscygq-1A_IZG-=dW`}Qg}i0_3LgDxzYLkd_&@g<~#9u;PLr}nycr>*NRWfH#^BQ^NTmW`Ho%^UNhN& zP#0ZYuC6?Xm=xNk(Z-Gv5L0)#1gXJH+FX4(eyG8)q z?3#Uj5YuIUBB$PAD=s8iO3i3!q3NV6;k*U~&bQ%|2ck#(R899q5>IIKTk zKq5mPk0c;0Fa!I`1u-jLx4tAWg52?1Ty&4F0e#_2 z=IhINiDVxp@TqA#3e*F4@^IYg7)9W9 zcbdVw=gvao?z_`)%!)gmc)4HAQb5-=T*=i=PCcx(Y}dpK!joE-;0e-+xo`sg@U)g8 zZlE8YzQHke2)l1E^m*q7Ctj+%Z;03Y4SFtgCUfcuI;lSOV$v-0oi8R$xlUaU$9A%K zdHkMuz*gU5denJOf$d)6#=gIa2->m9HF~SAO|IeO*JxVaz|(TG{=~1${p7-5#UkMz z3hvp)1^-B^#)A&@N_c*q&J~x_G{E!Qx}smxNYHKk&A)a4N>epi{W5>hjuICtYwFZM zs1Lc3+wUg6+;%s!>8iVV6z+EPNz_p*IP3Ad3%y3NFZXocp0eOU*j8$`r+SY^LQrH>aL*5MFW^^Wd*|SNaw2 zN;pdYDn1`<)B|vrqbJT)cf~XImv@-@hZRZI2i!tZ+3F(6jIUN%rhhqYOk*I zAeC4~-b4B2Nh7&EygaG9^vLpLEL6U?+?ciPTb?v$)VU9u>+35XOcrhkZ+XxdVcq_q zwu%ab;&FQYCH~$^N!rh7ZoHHuwsQ1>u6W6FzZw23dcx> zudHz573CRb%Li7{V0N$I!Q8vT9F(tJ$!h{#cdj&_cyOf?ALF)i4IPV^li|oRwiS05 zD>!G(q5?ZSwaBo;vx{PO=v-77ot;ekWmh`-#$p?%@Y@j*Mqq38-U#BuBZ2^T^KFTo z`p9jqA>cg^p-Z(t@WD5=zjoBj@fjQq-owy66hMn2m6rnSs#J|=j!IP{nblb7B%;!l zDl6?%NC$vsSxr%rKy9t&X-&FDK=PDD$+V@cbSc3{r8S5j1ru~;BF-H|TSRx4fPtrW zBngl-k^~{-Gw62F55+MDxd^ZUsUb0PY#C#3Q6$)#H2U&L4klyJm#?+cPWT&*zI?6C z=*#mY0s%4n^34^1U%uAPxCVaNW%y<1X!zxuYz`Nv;g_8le)(4Wi{O`?qu`g@Y=&Q+ zM}Wcxf7vDcWw!`_c_`yA*8^A#Seo@ZMy5od4}xGG86^m8EQVa(Kg$I2UN)-}kjvYU z0m$V~Eh{-wBhUep){UGI)~F0%%+e{wrb`iIWF`^W6!koUB5!&o$>5v`0+w|nL4T9n zQS)dqRNv?<#mlvoL@YglKgr2ORh4k``Xs-jt1Qtp(~lHS*@;r8TBGpQNsN06_*;A` zaaP$>I)dJd})gTvH3ZbM8 zcp(QY0#@2KfdF@jCJqBu^usc05&Zz*&-e#4f4gMx!fp8L5)SJo38xx~;1Zi;R@vbv zNs2)&3A+j*s3l;`Tc{0hQMq|Cjwws=GImKuM(mPNl0(X-5Kq=sT@vwR`y=?I$Dw2e z{tqAKzsqcj{-Fbkt-41C4cly4K*fa{)Deo&O_;!dd9{^0J(I}N_^4mLTZfO=t;5Ib)?x0}FbWk5)If9# zfBxU-)?L!FW)^`PM=poiL*QshDE_TFOvof!k`oMqOVP2SC=p2x&Q}zUkCu+e!v7^y zMK=8X#3%vSQUW>wX1dD|=u@4U_+d27sYJaT+cR{jOPGF)id*jS2ZwTSuIebEE?cyN z;)o=GXc|Qc!~vi1=jCi3En*331UD_Ah7w|Nf@1vf+E$TO*DuC)qui6gEO5NRnQ(+2{-gy|IiAOcU4Ljor`BybXhuZxl(R}>{xMK)a$B~_G7`#Szx zajZuZbXkL9CJ1DggPhR{n_vh{f?!NAs;0+mKzMoqhg_tf2rfn`5!u5;^>|So`5X++ zr#PkfgGj7C0ShvSxg@seC9U;U_%oeKGvQDqL5+C%FwGI zDr=3rsEl|oko;?ip=JsuX!e|m(W^%UN5H?P@TV@I(CtD8Tklx66EJ^->1@b>AOIbR6O!}gH14w(k@_@~xfOII3K%lG%%*6FkLhWC- zlcH)76OUvj{#KNrVD@Jc!=8~Nu8$IGLKY#qkgCl#P#A~0teW>k3_{A`q-kABQuubE zaoJU^!OWGw-b~iZ>INC9Zt(ZX#53yF6+495zeMvo*N`fz!33}bf~mnEbs0)O4yB`k zJ2Q#!!3Z=SCQ{TMo9S%=Zc3gvh>t26o!*+-WTYXtc`BprQ_!R#6m!>Ncxj6_aF>FV zMlP=vNx;mzUi?OJQH~`hDJCGb4h=KSB0N(x0#-!fm**GSFdU7^;&<&Jg?`p}gesKy$Lji$M{E z9;je=XasUQ`1t`2@CLf48Z{>LpsWUurl`e{fohJj_#Of0Myi{umxSKw(?{^t{e@Ph z?KnK}mO>x7FbNk7hHQItC4-Nf_`Z=CZVAL&TCK`2$cP_Dh--;Z5pbG*D+x?|D@`#I zaC`N<`1g#&pYwAWhf1kk;@=VYWcmm(>$8hb6%?i~N~m4p{2UjEev5y_?eO?-Tl}`AIqP_D9~C@8>Xk=>9bX$SG&-g!wVFPtA@Ml^ z8%I*p;OZel2yp-=AJQ2EL9Y`CnG2$CIP|gzKL&u}&}`&{EB=Ae#D`|p_Cqg=$PRY{ zhRsw&v4{}K$EG;wQip1a?2JRPC>(@SN{qqcbnnkH$%Sc`;%cQ6QF3B5?<{ld8X|`_ z%4)0~ariaC5z0do=|@l$2Q@ldC;=g1ni4JJ#mG3a>1@FG($22WT^1riB8Vly;ZmR_ zsb^eDM`-mp+I&SuFga`r6OI!&txSxN`+u|d?oo1G)t&Hp+*j4D>b~7wl3J>^Irq9T zEys#AiIEi9E757J7s9bZ_~vu6SnJ~t*803|^<>;aqs5xB-3^wFaFjt1I~Zbu2&|DH zwh@m3XYeG7ZHP!rMqm>QP_O_421Fu)4F+3i{M-B7TUFiFQcISC3Bn6?)va^SJ@-8K z{_VYgTNNo;J zMrOkfUVa&`#V$}N5(mHYl`y+bBnm)bUa^{E1>p1zO|$jwo6-J(}_MoG*y7&wh6W7VipmJ^#5+wjlvJ-4afD zJiq{eZ;y$*;3w~6xyoxLpS=J=3P~!p!lUbPw)o@SfLCOWQCmmmGKZGO=Tl;eVRV}e^WCZGzq1!%rx?OYcr6iRTFV`M9LB4 znL#k+BRO=YO*Of9&;*p*%f!jjyw8zzq~<$kLg&4P7AnwP24ENH)AL_m<^pGNwP)GJ;ZsYJ_2nhwEH|) z!*1WfFjm;TA9$Q+|2rL#x68~XT$*jt8Z!@n{EU)VD&wsdRh;rjSwq`6l1_d5H#tSb zcYl-l?eVukJ02(Hz^Ax8`l~smX)H;=)wt$#4w?^>`=9-KnM5MVIitfEvK??2d9xlp z`;o)tBfB5eovq^FPv&?~k;Wl@pM&WPB}prkG<49F+n|8b*5`JiQQoA9&0Jd5%0gS4 z$T^*4gEK0RanhtqDGjMI8arTUqHF5fRG|AKb2#RcCYt-SIy-~X&cAs=B>!V&R}!Tv zpL7AGSS~Ygx-&!9DH{u?NV5C(Kf$UCPF{QeXP)5kMvHuB9 zGdWJV)sUIW9z|(r3OkgnAgdQrn`PQfnT>dLg4RauFs_Z^pOKAO&_o6rh(q2rR0hD< zupKq{0rx_p_BLi-lK>1PKl5-`76QPi7#5_0rtz9tgiBS%EohU1HFb za;noz2#v6{%+GoB(N6&+jMg$C7{OIz!soP7)BvaeG0O*$@l%Ps_oxh=rfsd2Ron}b zI#Ovji5>`h7^j1zoa44Z~=_B=K&`D)ZcJ~(^=dmAN$U4fkHR_DeW6Y&bh5o?^w zuZGbJN!>xFkq5L2S(t;+DPFkZmW3Oewi-qLEjyM z5BZ!h4X|)`#x%>AH0Mg2mMir^eu~~J`7ddo81v*?7iOH`>VI6xw;oYB{Y$4E?VhUG zJv;OA5@yDRB^%izDml<#!-57K-}DAYJ#7Ym(Me*I|tT5 zpYnfUk5mNh2Sp#t73x~X^1W^>-?K*q_|*k%aFBc8L|~F6DoO( zR_{}qtU}(HI;JySjM{w?w?3nDdmlH|1CsG^$`7+b?UQBgyLDbj8y<`YK<1Iw(tS9{ z9|Yr&d=h#};z9=hm;>{7Iv``eWbI3GR;`(mvgh;!&6E3j{&OEX z7$Pt-a%;||p6u*rHO+VJW^4DD+U)QkP=kp)`N);LlX7Zts(8C31Ay0Ix#kFoL z;Hf0D$^tgB46t>jZWq?7?w9h?qFN;`J`dNT7uTEDAPah14b7E0-v5B04yfUuWK3RWXj~QzU|osrSXa?Yx#$>*R?DIxh9Jf%+)?y$F1j2= zD`n9rPAeu!t9ZML>DzK$I-u5=im6<;EsIQ_>AP-Q=B?u)uF2SWg-}X!&qOU`a=UID zpC6I&T3KYG>$as4_Vb91Af6f6nt8CQR7@3HYUTPY!j>8}vthL8Rls=qjQ0noGLiOK z8K(LMlc>zYcfh-J*KWo2dKTNN4vFmU0Ofu?XFY1kq<7dw;R~wH5L=> zRW6DWSi_iZzi|2*eth=)E$GXBLx)4YMC=bAt8) zEQ>CTiPr8SE7Ae104vf3$Uple&f0(aP2oO$rRx))%^9`kjeIsAD$eG9U~&C?L`OKH zGtVsI1})$Q4RC|%+@J~{;8A%fo0=WXvzi&<&W4a+8vKw0T>?OZ1OUPJ_pMMnaky7k zD9QxiptmClW#5mElMMX4+P7WOH<##8K*xz0+0HyliX4!e!RSN^x!luh%o3pBdGf## z@+H$&z5(*yx~$qvmzX9p8aLA>CJGwu5%RdiG>MH@q#D9~2?-_N{w>N|u5%=X;oRkF zTUv$ilH*eaIy-FTc`6_q6Yx`6&mLP0Wh(Bp0NR_!o)09JW7tDZt4&@!P@lY-7a}Zw_tuX+ z{I~b~pNH<9a?jYgBP3^mS+je7o483Jn)MnEDxNvz%c*==s6aa&$v~M z7h9{6b1p2ONvlYN?-G`u?kOx^COd^?FRR;RTbi(Vyod$o1*OE?{qush*zB&KYuS0= zjAiG6lgiEmrH^V2Qd{WtY*b0)L7dZJjIqUNCFgI!uH)?^CpUD><%InrGrx2wtcu|Pb&ACPC zrWs*TdZb&FZkmx7sVM!9UszH49j7Nse{P{#FePu`7Z@02VWLBr#sOdkSePDY3)2H6 zObVSyg?8Hz`|Gd?%@AfQZ8eZXs;nYK#(6e+gh9DIwjTmng+=NYU$Yu7x@N6ur4<&c zUsTPSmgug*P6_JAvm~g-5)&KmSG4#Iy@4fb5|V3(<79CeQJW+}H(0ceO$`pAdIL+; zWuZczei8LSAyD_DBS@fTX{<}0?uR^Gu_A4-U{)>V>CQg$xX*+WrrUkypiCtHtomF^V7E1jjIn8H*l zc-g9{Z@DfVRDc?)*KNx}Q#bWOObt85)R4v0uuDu0A*O~Vylz_>LOKl#F?Fz0ysnt) z^&l6in6Q~GBuN<&;&n)`)rqtY@w!nqbiYH#Y%PVQZoHqLsx8*TBr z(QaUm*H~l*^R!Z~kt(l|Dv8&F7NG_0HRACi7{nS0jmH5%#TudOY3NEqysnzTQoQbG z@nnd_lfEuVw!xC@LKbV9EPjUV6%!-AX9G*wgIE)%maOAn(HkH|l7LNZdLy6Whl*1i z0q}gz-(W%<=9y;(xpfV0-NYPM@OXrxK^nPRnCLl}Mca5u#)+0@WqQIr`oj z+i&|Vg`KU+A}iN5@$vGkV%5fG7TOE9+L!zn%)&`<2dHiC!w4=z#}{L2YZ~Lv^&r8q z!+Bbx$iGI;Q7!?dUc!72;20513c<`DhGH;?RG}yxELAluy8tWTwI+a0aV^*K8sbUF z>Ly??DEa4Cn0oR@1}@_{aj{S|rH`mSpB6~~hyGC!f6B#KBrZ~BmT1b6{H?ywiKd7& zucjLsql>0U0f-xcw@i#&-U9v3;} zig?{cojrKqplz*Sm+BaaBi*6ja*;%VvezmxII3GljBB;r<9KmT1H$`7fUG8EUoae zRm??@5m8N^1z@oX?ip9NX0>s%V^3X}+McY6Z0;w*O?6aWHh!%OlS)0yO|m0Q^W{;* zk3GNzv39}b6{k26V~#n9a_gBYg=Qu1TZ;IF$i-cO7={8P9LEEHqNie45L7J%Nbzf8 zL05S9s4$t8qUFuMQn=LfI}UwWM=y{1gpqNI{a@g|h__9j#+NWE7kN|H#oMN`=*E0SFX;HZio*is9K#l=y8^M5lBPp>hj!d%C{HuS%^+8W8+KwRLHKpvAKPOed{!i% z`u$kMx4H<~eX`&uIYf~nD*1c^VPdbPs2e?|t_45VI;L${U9g~e9P~vj2^#xB5iO$m z)X-({*)p*i>>QgB0k1hWriibP5P^rD_nF@0BoXFDC2#!|Q2q$;$bo_2hZlg4f+w|W zJpOf*X2}mPF!YP$-^yQvomN*!;vv~b5i1|)*9)iQP4d4XR$lTB9zbf9_R2gt@M~(y zQc%xpa2`+A#S%-gH28$e*V>nCi#cC}%(DTyHF@V%&u`jyN`w|_bQy(d2X=?dvq4A2 zASjNTB6!Lz8j)cUQQDv_jx^1uNcrS1o0xM~rU;SUMaYMr9QZYkoX)U459j>-KISl! zpiIby5mx6L|F}?Z%oZPy)m{`u{Le6A`+VB+eS4?M%VzmzF$Dwp#$T#-sg-&Sv!7jW zh&+@>89W!hUDHawd1N6sGtZ=qY;9{bQ6^^Ra?trKVd2yMX$%y z^5or{Oa*;jvBO0~QN>i2s$``$rUEvVH!oVnTb5oXb^wi`QAf>3el?Y@9;(<%D~(JJ zj@D$%+gW{75Whi3Qws29Ox607P%^gnzx7Lq?LG3=FNx#_6jnHB8`W?b0K7Z^vP*xLx)7!q;RYAa782${+beT0I-K~jNZz$+3Gr1xRg1VYB{Vg~i%HrwEu!vF_ULU)-63g7 z6x<#3%|3SMImm~Qk8sj9Zv#f`jSunKJ9$K%c{x2QR4e3`>w%}a|w8k zC{mEF)4PR^6bb*-l22ViWEvS=yDn2;KlF@hr6E&B()HKnJPy}FsDZ>yT~ATBwAUu& zTeqG_fLvS~Nk2R|kl0#TNZf{~WzE{Ui}zFR(^d2=>m|3n8eM$M(ONw}4R=YNKoZm3 z%_6)Cwf<77*B*OoIi>nYOPM}vQ_6(plrrHwr_>Qg2h%yHp6QxX&&-@tYg!p#@13%H zPTg=k*2_`*8!@M-EouLZ#-vFxr+CWXxPL-`P(s>=1q;A6npn$;_@#zfQth008{7mt zfE}@8hBb;A)^8Hi$1{wgA~A~`M-I1h!|_PAq+;s zPC@1D(TsK@C~P_PA+VhwhA3_jwLsdaMfxSTY8|mb(c9^z8bntmW!&RZ)}|c!EHlkY zPzQfPW)ZPb)JOqOOH)r3QB&X- z{IjtI3dR;uFfL&ZxqycvEKUf=eH)l?U7Z*+!;Sc7Q!7qYN@4VLo!)%yTISb@nPs@7 zP@Y8;JcAsVX@lp>5KONb&Vwj8>OmA7&4Va7JZnV3PigHJGWc?y=tN0?`&)M84>INl z;Lh+`n~1}abVNInd}-~&avV0q@cl;kq%Mr&0MZ8IV@jfP^4U0%vLLzB_A}b5lC#bcVZ-VtSzcqb#iXAZ~ zYS(m*=-1=h9f=*$x1kSGpH(K|7<))1Bf>0+EuR=WeeNN}Q+;FturV_l5HZWhL=GZa z`b+Fd1V|g1e0xdJ+7jj|tCj^FXuEPzRxVCbIVreAFCH;Lr2B%INz8RWlHl2CQ(AZ# zm~ix_CNEBr`gRKItQ2tI1H$Z=m{1{e0!eTJ0X79adSt&QT7c(3(cGdf1zd&nAt0)l z$UZLC6Z)$75S3U@im55C;XgQcCG>5NK_8zePuFa~#Z6n7t(JaQP+c`KGVJ}rvm*J( zCQ;DT;?HW~^~cO(gf)(eFyyy^!_h7CqW|QcES$`AzEp_u={LQ3`;J|^_fJpVoXO4J z8XKj)CZge-&YOrR#6eTs`wnL{kpFd$)!P8@P`OJ5rn2~Lf=N9bY8`h`(M+QcQypAvLYE}GIY9>mUyBXJ9Amp%@pH#d*u?$bKaFI>Ts-@yWun1EKdxS+Euo;G{MT0l`1ZXlk zsHA80cxGstFyJ4uo*hj-^Lrw`H7I$yDxEyVRwWOQW&yT+dqhrvg$v+W)p#VwL9Avhv5+A@Y>U>j2{n_tTI2NAb9csaM}mW9g2X7EmFAC;^Bl>ZLE~|k!jLD+tg%nRDALPWe z;(R72E@-suu$#1eejXQUxGjo%cC298>}DA<(%${!&VE$XkJ{e;W9~<73LVV#qeuID z(T~IQ3TY4%kOOqhQRwVH@<<19K)i5EC~p7FtmrgJuu`79BJ7Ub~NZU29Z1o-fpCKN}xg&QZ6?_caD z3#~;Wr2;O5VFI6-hX?x3DFVl{o7I{Yr!u-gWOt6Y_dU(~Ucd(>THtdF=xav{Vp>#0 z3P#U}?2g+WWA>{5?x>Jqb|at^rh3Tg^N-Ok452ZZ zCeke*7>(bhnlgq8&2^aJ&<1m$CA`LT^6u4a6VL^@H zW6f^=051bC`L3i-so>|V;fxkn8Xrf;Dtb%n*(llbGIZ*}-^DpV=D2q`N-jrS=V;uM z%wu*{zvRA^bkLSu_e_t? z$DG*)i44fw0ku-D70`Rpb381b^$h289Uk3GnGZbPMq-{WM9MBo2KkxPaECtmjak%i zM?P6_zB`WO``Qbqr=_x>9w*8`Vn87&-;p^`3g~_evY%6Yu>Vnf{_~ z)8CHW-zyD>&$uEp?47$&q{c;d?fzabd*}Tq;w+VSyCNWSx1XUOU__l^+dP6FeEUuO zsql>lapT`y$f<_@89xNLQQ_-T_!{FYY2qjFbs%})D@!xwPo?tMOljCGSkUMySoz4^ zQIZ{oFnBM=tP)1IChsu;_i1S5Rw5D(HWCe`h0R^AYeH!-!KP*w+;dY_0S`3PiOQZV zveRU9)2&T)vhU+S^QOp16i#5&8S23r)L>V}@bfA(5iPG|J6RT%SpU$cHJhKJWF=OMI*P6qH4|dq zz!Mej3C@_nW%$0cbTYVY76uti!@MH zuHVAKt^nI;n*<+A{6o(Y@qB07XxG7SAAFYB=R1Fkodg7}YO+6ej&GJcc&x{ggq{A` zvm%-PO%WedDk!Nk$$|*Ax|UU7#G=zEbQIi*O?}!iN#g0Mq%UN9Ta?>~Xwp64;(y<# zrc8iD1a!0o%S45eLtuBpG>DS-EQ3xLlVxp`^gG(Pv437dzmNxwN4vaZnewtWmT`egg$`kD z=X>2Zde6JcZ_prOPC-GQBm6*3i;g%Im*>etBToK1+EwM<@9q3{e_3S^zp1cPJFZE= z5{F-Nl~&*s*|uy3dc67y4WTUs*|!!?$(?cim4`pPM%5T z*JP5(g3fy9!(ZfH_(kf1`4Mi;w+rqny5J|eOc+uo?g7Iz)x-F&9@Odhr!g**M=~SZ?DM3mCGX=~QP&}zkIUped_ke%Xyo)i zisX0(T^bcv?A^F<_a{@7w_K6m1aotq3g5#QcUC(Vto5JF6+A$O5<;K(O%5o?EqwK0_pC{klaIfEBInk=;BK{w$f z^(wCVa@fB?%&&Rv;pk63Kgjq$Yi5~etLr(tQnf9WLVkxu49w~5cNK7#3N*aXzgUwZ z>krZW-|3X(HnC zg>HjWRWDUhTH~Q$s`OMpzv)c>RvPl3NYN(5W>`DevNvw5izVeHkB|j8hIuYa&oDb7 zH~5(Kpqt$M>&Cl;06)MPA4S-MZ`C@ZxjwQ!d#1+s`s}h?-Z-YjM-k$E379HkXW~ZU z9pcfi7y`4!M@{vQZ_i>A-)_P?-tn9hI6WlP)YfZdnn5qta-Np5K2`XB&?*~--Rofl zEm*}0gBnv$7QQxQcg8yR$WTM(&nlw=h{?%fXFjI}`X-#fRtE14nm3_|*ipMiijQY1 z_?u^SI9joJdQ2T~c_3Vx3zH+*nOjm#HNmxMWMXfM^gnVB^jKLUFP%CK-9|PfyX+Ao z9qDSJ>aj$Hky``zzE<*sOYWzXSSR!(`B{(-I!U%t`tlqQNB+Pj_4+odWo)w9Jj%lBb+* z5BJ_(=Mlt;4{4>C98T(KcH zGR#fwQb<wvK3!utdW2@8~l%qh{y@$T$9Kz7u zWWKWZwXea`#71-jP65iQW)F1VV=+6?`-eL2Ti2w;={%L=p9MOc(rkV|#%O9gYZK&U zk}iO=dM>jwXEQW&*l7Q zIh#<3e;>&Z-W0JOk}wVcv9*Cz*S13D8q;??R+Q2Rk;}ZJ4r6^RJNw=#hF2Bog|xYNal8IV@F0iD8E`h#M3{1SQ6f z(n;=>&R8Q^3{wJS{|qVR3Cmo*iO~x_1d+tj=Fn9`IID)GI!SBzGnUpVzov0z;+2#T z)#J3INp9-NftLXqcbTFRM%!(D^7H) zr7kPe zqig19S2Im#GnaQYQy8CwzQ~Ai1OX%~J4+U+LVb1+jlZL1b*hX6VXRFg|9Ejbh3>WZ z=djwAMGWoL>`Nw7pRKGcyn0AMrj5TftB?>MYyo(}=n>qbduGzb#Y7yQc0Vbda0` zT?zIRWpx2RLp(Gw8;{tV2;ufl=7g=O!4gwxbwC9Ey8)S ziLG}~lo}H`TaP5KS@;H%Ju^Vs>T4*u7O5>HY}Pq-%c$|!QP9L_ZjbJHLL?_v(*3@n zO=_oqrGbCFJI{rm}gm$W1R@4PD7i34du79zh;?1pT2>`X+x$IXS#W zK6r#vA<(7fK=Uj__N^+buaWWgOv1fveDRL)6XNFa!agl;avqz~gs^u*QM@Jd#;0yE zUc1nZH+R{=z0GTRg8*fV@z@wHa}!NwvGumLlJ~x%j+906M&nUwmj%inm$!D+w3#tC z1b$={+)uJ6nG#IgLV6qPwMenDY&VL@`r_=tlq>MF&{pQAzJU7y*e*Q3s+9<;VHKk7 zcR%@QVJpeKFJD_npul4vc3(+B`eE^7y^5K-T1fB;Q0`(0d|TS*P(q^wuqqGNpR?dDz`$@~I{4<&Mq#MxK6z=s?D<%U9g} z>6fi!11u>-rS+cLpf6F|gBUB6(wy0!?nkA`M=mC1lAYX#k+O-c?Hx4~>8BA=1(kqp zFw*#|C@mdAv=|eD>n=IVVCZ2y1mNHh1@=}cF1qN4``-Pi!xTJr{k-q%k2o(C#my$` zIRMD=gOR{h0=CU0Ms#El7A9EfGG(*jS+e0-+9QASc``gpHaw%1$@>j~D>Gg+cF0D2 zkCH=_f^q|Ug9pMn+VGa>)q&4U!I{$XD*2uM6oPF524@y$F1a!o%4MVdbzfw`!uOJ9nEQN(~sg8aJ z?wLh`^5oH1_jmqQr{!FJe|6nC7-#Lrc^M(%*b?KX*IPj>j7bgF33FQqZAVQV0Xc>wr-RUgtn?L)gFtSMtd5Skm@N86#Y-Z9{ zTYa9?S^z|}J3srVuyxvA+%EjQY=ryWE+h~r^seH2U0OxEGp1Nn_%`w`f&fBqv2m(^Z_GTXMSeA1pR9IlhJ-)bVm<;?f^_s>0AN zR8;38{u=gp8ilB|R15at-;DS?mP#uw1Q(tMQ!K)mEXWIg1d?-}*V#F)w@EIaR&HZ+ zeyy3R(%Fi~PHimgYk~}=NuGQ+C|s1B!M8(UL5^VP02)hRIRn3!!W9j@plMdE)Bu?; z&nXwD9pw;O#N=`GQ)yPNK&>GY@@s)qL#HA8^lMkD*SDt*1>|}N-3!?-i&2P_%z9%4 z^b?Tlw{rs0Y=e=jY_vjH76Jvz3~{u^6)C3?XAy@!d?{z1rQ@WQCr2-4JQ80hj{KnW z%L`2(~vYS=p@Ns{64%ulcUbsB`C-ylPqSqtllP^)$CR9n@eW3 z{jdP*Mbv(Skl#R*D!F3g{;W6P$;JVCql6L?e11?BLDG9=&QLESk6Dm>i_%x$Ey=%3 zkEy*9mV3&#$T6q;WNr@>(b4Q{#_BV66K8`LsjD0g2FZiJ&IvWA75_beztajFMPBkJ z5gBn&vdp8bu{L*8`a&|OCihd`LN5l#2)dh0uDFYGuggNQf`xSjZ*%#&}tEH)zf+Z06)%w6<= z%##m{&_QsYBz^YzbN}O#!P4Y!SF^|?+aM`ggz3W$e>AwsXD-J>MV`Fp1Smx_!&>&Q`MfmJxeJ0#93I5L>sv2m)hDcrOH-n_EMW%8~7D8PM=Tz6i&1)TI zkPb5*yI8L=i%iIhTYql)CbK0_+_ENckj0pO!=^c=ymbg<457${R1ZzE$V5F9InVSH z&3ZP3`qF+<masw>wRlw`{EY+Ed;*jFlnKKKL4x3Y_uIZC>_U6^?Ozhf zw=WaLPu!h?M5zHxSL2pGuRYF{Zm&Kr@<6%2kfYNa7TsFlo*7ae%pG*r=L3va~Fd26UHiWNh_T z6GJ+qpbQB~oj~CZ0>Dg~2IGMPECDGUy)Sy77y`svDn?RhL@XY1+MG z9%kK749LY(j?yF?72UqhjxtnBp(vCMu#cDglV9uj_W2NtH>8v1LoWfQ{F;<#Z8n3( z3g>Ic(Ip_3aN_d=Y{F+bz3b&Q+^CWv!Yxho*hUwZ(NG{v8U& zfULPx9Sp|JTUWx099Vya+KX-JP6hJ@gtx#R@N%ncl6;grO7BuBnMm$bMRMuDUW#J7 zRoMda&KhHvtx*$zsg{f-$?bjY({T8A(thj`w+C5NP}pn_n8RjA0OG#FV@)m-cLv!I zb-$28k;d|zp9$u>l{gK3gD995B@gGs+s`XAhXODpU=mk3q8Af6=2zojo!eC=%7-g{ z_;$P<8UZmU*=e{Fu)31BEGECur$nAS_Uk6Fhd?n6(Ia{L#iZRFb1x6#ikHhn;IE6fuOqh5gPZt=8$m4}za6rd^5O-4(2PFByc!<9S z92?lf5~p%t@A7goHSL#qI*ji+Pr6YDU=%w* z+3P8a?M}@cYq#TX-wL%$^Ms=wf9%&`U`akSqSlyXErAz8ud$Lb4J01v(@KDx$V(NE zy^77E(nv!Fi(yQ?U79#30()4)DzlKRf%s=6`D(yVgzU`uyP17_0R{?W#DtHK{qTTS zO!&mDi{xVq$PW@v8dD&PwDjpwFQY~Bum?w>hdtU31H&i5qZHwBz$>REN*;uL#mYDn z{0z((M+2?Q5{jMDaWQFJGse^*j7S~xV4C`@0Zt=fhLi7RX%pk%(c61PBzHiB64T!E z66T#=VZ_`kxpSDJ3$C1a9jp}3_1ZpMEEiUA4-S6cj&Xg0g?szx$(bT-tOA#m2_6eu@9o5H( zqZ}ZP4_jqhwPt}_Y{87>@=W%0wZlcT0amfC$@n^J{Z zT{c*(P>0AJ_LwxyoOUE$Ogtak59E?{aDt65f+J5{b)V=(M7QX?P3pg7IVAHT1uP~b+pKxMt7<_`P07k=DFT+EaLk9wfv9+#o!%O zHzCzszCFbJ+ychV%uizTDx>{~1>wDv@ zr|v8||Mqr&?&|J*9F^NGA7z1^_Q~ypWdXhzGR=z-@!OUvGo@~Fl1tx7B^Q?QAO?`{ zjh`I;9f~ze>4Jk}BGQ53<3rn1@;_G*?GgJcVmGBoxVvt7TqHYJEQuL+%gF!uCtt-i z7Mc<7co$zt>+YxzdmQ!ceh+H)SG_|txtQ0EUiJyEB^B!ruxGqMIXfcAGhPFj+?h=_+y zNixt^De#m}F)v$yS6IkLX@yUsMSK$RDGd<@2Am~^iGjQ_?$_fWDdyq8rm@HjTfvzI zeB+x1>#}AutC)rBniSZ)7`f@1)G!JK9DrLx$y3G@uZ@^pbRd%V17C_!Tg=KEhb1Iz z2!SBA-s!7D=vhQ5XEjqVb|vT*wPNM@3yI#EC)bbdTUxW6;q={P;-kwxkb=V zi(m+eL-ZQc&n{0ub$sSOQ;=3^W1!qZ04l0|8_wyBGG3I>=N6`q33JVXhZx~8DtIR$+>Q!xeoUMCeo@$YV* zR6`VEaX();iAu_=lRb^-yy{sfC>C#qh?L%EQ()D`Y@i9~u2&uDU~aIz8q|>1I*x!~ zzDGb#dal}tRBJgg(TD6*4%Lw#c+}?y9`oaLkeLwp1fv+rq?v|%urIgvY0!2r-U?veFFL!R%K{X8=>MlQ z1Yj$WJc%sA09s#})!>h4f{9jEvEr4JU|yKCV#Ag^3us>wuXMrd8=45iCJF}x#~|1N z&%iy>`0gHxzRH4oH z!nk-d4>AUTy(MlpZe>wjz>&fpdHdrc`6}{2l%FX76mS@9*O)K#3uTC?n#Gul$g`I9 z7yCKK9MZJ6!aiI~EYs&e$dm8#avr;U8-(oG=3h1&gp5uHg!E4dLi#g6$anU22;jWq z*XIL54xAAPS!rtoRmLN0XBmV{P6tm2{$cBj> z4q2zYYJus8Gvi!1WbAOrg${@8cR1uCheHl^;E+R|IOI@o9J20a!J_29J20k$Z$3e3IB_KZGw`!7Y;el3x`~ADjd?s9yJ?>^gD4#-wYBC zNux3R0-?xiFDSBlN+|MW>BR*UIm~2MB%YlbjZ7GgTnIFB@xKuoxx}H7Rm$XZ+Gykm zCdWt{jf^|d$awx}C|b!k>S4q99i#zBWovB^X7&lqq71>_S8%UI^oFR zjNr&xFF10b6OIhs6ba_WU!s%2k+lx>$)C6SRO`TBs+~GfZGuCcgOk9K3LqrGk!owY zz|;Xps@ZVlAXS9ygRz4n2itJu5W7-RfTx2a>y%-QGbVSykq8zG$xDji$dKX4km1OX z;mDBT$Z!T6S$N%Xu#B6OK&&qFYG~PYFeay`e~s2BGN}o)Huo&KHVY&;yDLdafx4 zMuz2S)vFk-1O_9kbApi}z{o)YBZJ;{G6o~7G~+rBfN;JC01m~F!N@A$$eJ1AQvf!G zUU1}4FE}#d^R2<>TebaeX{{F=8O?wrqYgMSnj4NBZ06Y@!;wR@+-UPzM7d>Vz>&ia zjvSm992v|7M+Wok&eBpdA2>4X2}cIqa3ll5;aqU!Vjl7(rePM)cGGll$O9aO4Fu;mDB=IC5xCI5NabYi1V@IDy^^0@V8Q~93?WirF{Os# z$P@#cVR8YEP z!;w{E(2#|wWML0D@+EQcW*(#!xbn%mqgd&Iw1>0BF|E1di;v%gcG}^0S~w z-gIU`k>Tk;k&z2yA-cIa;mBwP9C^nX!jZ`t!I2%#kTr%Q&$dtG&?(`_{uw@z12f^s zN&!d4fFr9DFu-D}HVU`M{w_Fj5uonbZjt>CjvScb7P;UI-6Craj*LsU$iMA^BP(l7 zjo?TY)lT6Sxu6q{T+j(e)*KueJ2U$ArJKqnkIa5~PBb!^Y|a|=iIcfyhVr*Mv>DKs}6>9zeMIo50r zI5NtFss2*Ik-W{|c<>IMOfR$ndn`$nb@EN1g98{QKSucNKi;A zpFOJ}p1VYRB^2qLxFY8n84(m2x1mVMP^5zzOQ{~}kppHp-M1lpy{>~+~f=>3g##KLNZ z;1|iWUB#qnbn37jFr+Fp>r9${H_cfS_5eeAW)UTzHM%zp`N6XULtZAakIn@{#%B?R zY|Iyite*oIa$rsva^Qu+kTr%O2TYaWxJ$7*d`BhD?k|P5_2n02p!s z!;k~$%GogF0FOttizaLSFr?dxCAQ+3Fl4P8hOBkLkg|j!Yo`H2x;OJ6Uz`mXvJM!s zUciv?>A;X5JQElaKw&Q^5?g%_C^9&=q1k^j8-}c$JFm#DnCx@n6?ytFWHJ+mtao`u zRwr26>4?rQV91JtA(NBAkjV@fvT=qmqytQ-!x)A<*abt@*P57M$QniCo&tt!bi$C0 zP8c$FFl5cako8$GBqpyaNXQ=+AmM%Y3ZP5OW$`MWgUU|xFrkQhs=^zCvzN|=`{C-T z!0`joj2M0dr`c2JF}q*5lu?=2@WvN2yH~`NUuAAh%{SMId(j9*Ov=3x(}8n{ zm~tRFHTT7Vn98j=wwM<=Vp;)WT6w{UY0`<9CZ~g#^7-{*LQLgJ5mVJhOs|mV5z~%G z^Nt8fq+?5*12L`t(j%r{kxGMGS}qe_N+||g#6D4QWQq(5{W8&DmNsp?jhu-@8}Dkc zy?ghJpO81hukYnZYRE}vTAAaYWop!Q%-Gyw(b0OjdxYsxH;36MO6Y?}P$o{WsTJgQ zV0XfPBG)t1lO&>Vx(PmY!MM5Agxgmt5yyv%m%B_BFGqXfX}#PDeY$Vwo^h_uJS17~cTJpimmEJ0-yt+(&LSoZZ1mn7`HPg)4CW&Y7GWl`j zob`?7;@3FLLjrq|VAM|oWU_tkb6*$9*anyimf_GvHw|e0>GKceSJ>u8*HixN5@?ULeobfR&G75Qgfy5jH4GLv(W&rNYAXKJ%gS=@;D%PsQq<-x?sNt;Ok zhn9SwPpJ8$d0Q*__C2?I|Dgtj6%u{7??;MGl*UG!)N zS$4Ze@0ds8>QiT|-hI)z$XMNxt~w{{+N`A2?S$1xUwsynRv(qhyNU9_%H)4Hk>)^7 zIx0HN*jBVHi|&EChXVkqcNGq*arJ6+*!bA3Cb%c_$IY$VQ<{a7h*}+AzGIJ3<6}Ga zpgyCJ2iMBUrj-EllWiuV>p^opR4z4s;>3v){WlwLJ0X6qQiV#59*=I_Zq)V|Jg?nt zbmACBVXi{G7gy zOk@-j;w4{L0PPuw648*B7deM5s02GMs<@rwn@M8 z3%%gY8n;Lqa`#1T!ZwHnTwD>G-q3{JX5_{68LC<*C9XG(?gDWoHK7J&f}2Vepqk&Czpx8|0z;W5UVWl)Aw(} z_OUG$eDX^Bm7h|cXu2!OkSRE+7gLSWAJlRX#M^0k4WV+sHEE}(wvcidY$GD^>0~2ky+t~1oXY#(}EZNF1|^z5qWwtGexztWQt%_ovSGVyWWQZ}tk@@uk5zsI zGtbXvmXDuQMaub-5TE$bhx6pSONztrawak+@@~zHp|m73-`=j;Nq!7%0d{x-08!Mz z6K?#aYNyHq(6cK?MKWxHJq`-zmI@m{)s)GB)toneIL~xhhvf8~N$!H@(ahB22~Ec~ zv6*Ica!nV!<&r7E2@T79mjKnF4=%5cpZs8%k;%c|rIcc152I5k`N1;EEQmz9lJfy9 z6PG(`X<|!txc~%ycsXSOaoPTukqzr1xPuvP~dbY{etiFX5Qy_+=m=7FMO=L^JCR}tRDZn zht6oM%KOgoSe@U&?zyPv4tCE)FTAJw&aaBztK!QKpVvcaB%Z-M`#p6&GV=pZe)T!p6zHFSqj=thgAg?i|4Hwj{*$xa)4$|9P*CnbpL*!i!Upr+fr4@e>bmj#4s?#!#ZNBj zxh{Tk$qVo4>Uk-uw-og!KRGjvyS(qb6m>4gDlGS~6SugW#Pi$3!g3Gmy7BxTc8>S3 zN5*>YVULWR-^0$?9`?wG&rB06?>oOL&he`F&SgDU#dj_{Z}&K7tKyx1c4n)hyzd;Z zif6P6W{efm#`1SPD%u&EDH$IIF$>(=hnzPyaPv%4<4u?xU1q%G;P1}L+njl>qqUK4 z5F$9EkmJWXPDneZ$mzp}*Mh)LPz36d=5}&mHF-%a6LA00NO9;t?kTbzJ#EKmOM5(A4noPON2EXD~*AFWHy$Vm_3l1)zNh5xaYap~T2 zb}AIHOTK%~M*jQfNB$RJ1jZMDcbDU!b& z;WFgvN&ZyEL+a#*_`0yt?TZ~{EjgZ-)xhH;Z~u%7&&YgSB=0H8>y34!&nSOL zb9sap3Z8I*%dUNR-xt{DhrS&xzrk(hx$>K`%I^G#`}RZR;hw`m$}b(HR+SD?-|OWd z^}SvWQs0Av6gx*Tajo-*a*j}xHJTO>T%?S*v6u2kF#cz zR}y7abveK}6FP!}>EdpgQ<`+X=y5Ttkgc8kg*AH%3yN%@SW2)-a%Cb%x^zmioq=h? zh1T&Dpxvg3KJ(y7_>^S--ec|j>-Lz;lmA6I*!3x^M#cLn`MP$~WA}Y7`TDJjeWdnl zdVeeddb=G&ze@3KJNn4|@wpUc*GuuHF6H)agsQ?>6QhTaIda;}f-$vufObdUaGr8I zv@Y|TE|g>!+?k#fa7m_~RM@NV3;Q(Eqe`{N zxbwj;72a?5K9y4?E~2PRVrxA6ah2Ph#Se0Y+UxPE8Wr(B1+s>Im~N8fL%ksFksxQ(u7>?9A5HUby3IC~apu#f&IDA*ArvejG;9ajrU_bxcHJ5zvqXV{(4QqpzV*zDQY50oRAz|I`ik0f*c}x^{&@Y&Se@-*R~U_{l8@*E~|sndjq)0Fih2bRI4qa%4+Fz&Gi~aT7%H%s2a_(`(d-2?L?rr2G@^@AFfd*H(yFp>}yBpZ~ zzH=eUPdCX!o7Uys@BRv}%a3Ulv8Z)Kkn^bvuy}htQ`iHLAEC;-#jCP_y6#n^m>{|} z`J2@UG9#aD^rW&=Ml~}`GVki96*jU-@|FvEiTJJ!hI~8qg-my{lrDB_qzp&aIa`?L8u+L8G}fw709|{aC(q{39y?EqfkC zy;LDKmDL_WF6rZtou(xMWn}XHH4p)h2==L`t{b*TKKT`qd~}_NKcZ!2YSxhLazlm) zouC-9aORLbaEc*ATJ@6*S#X8)5b9qJS@m>>ETSRXRSp@)h`S*Rx`(V%4q3!Q_P}Zr zbq`tCbI3w^k8;Q=$QY4HPGC!9w-K0IW*x`r(37_#aqhitz%^C5ei8#0_7a}U}6 z7dT`Xk+U#lZ!3q4`9$V9Wcy#>kfCushU{%Wry={08!|-s%{^rQe8meJven|O4B3au zAwzTLJ!JoU#S0rUw7$oXedwGI*_)NtQ{Ihqo*C8~^imZu(Z0t$EmHjoA*O#T4f#)` zZhZcO5G)%Ew(N}?>tacH$#a1>ODIz-bl72z;%hMY;Mqo=-2CgtyF}GeI%1-ag3iiE zc(CUBC}7t!G2iRcz3m&vl=x^`K?NR?-bxa1)mCD75lFsAO3z14^^b3Vy9w`j$8)9R zoYI)LGVN3e@O#AD|DE?i^3Fx`=!JjpGvN<^k!C{Wbo-z>S07Z%KB)Zh?a4pZ=G6-f zBpehDQ^J$&2SX+MevL%u<+;;~32(7$S{bRhg|@uhh;fBiAjv#= zUi;toj<0fXp#A=@;xG{Qt(UD(S20f4ph}kKE7S%KLgZR&d9rJX(Euhza(oSiD;t^o z!$o)pifWXk;KCju$JABs@2fJz$x~dGBB1gOE*`5Z06Au~0mB|2l`@>NiolQOm6g{q zInC=i(oxYC{W@G3W(;VAtQ3YNXkzBNmSdh>i}2581CAR`_=4}N@Xwm^BEF5ezAnlU zznV!SoF#xH3Su0Od2u36LIh|qr^!jlZLDlf@bMFsG$y!~+o?C?DMF5Q+>Xcu$1cDl zJ%ve&6Z;33+@E>&#EBDnG6j4=8093XZS>{2aFU6zo+F#Mw)JfQD7S5~(;k%e<`z5s zjNC$WD)a;O@$~fceWah$$A|PagwE8q8PA@0TufTAe$q%(h5B+kJuP#iwjey7!s4f= zr|;Ao2}7Qqp7yq6p8XkS-J)%oZf&D1Bo`Rn%Jeqix9B5n^j0fd#zWocuh^)vQQSbn zS(9T?{BA|u0BrzWmWCo{0je2=`R*|cqv(uHR;m$N6-!CJqrD;^3zkY&s#Va`R$?@b zzmh^)M{;{?|FeQo;Llcv@--GBG2Xa~|45c4}!XYe6Q zb#{<~d$E)r6z-#Racctca9=AvY8UP%5D)iI@zJMXJNn2Wc=WM|hZ8Uue82cuXxExbd|MYpj3=7WxI;b8Hp zq+7UCchN1-*Ll+|3{MnX3m{(Dsd|$w{7A~UBM_IE25KDW8pFy#;ny+I=@krup{b>j z6{$zRd0BRH*^uXHLEDlQj`M&o% z7yP{5`zK^t5gY_g9D;$7d$Mpc(=f%2PrvES+js2Ry?=V@=1gw(*4T)0tZCy@ekn3b z!W3YF-gmGdV&s3_WA!$pb1rwO0Msddo8%zaA3N`&qM0Td8K0O`5T3tyTNZMpEVv8N zBa*H#s#{BZ88w7_lcvcSFt%_u!q)OEOzEH@-XX|#R}-{LrX`kRtUEHJoCKW` z=ZxYMvGgI8+(c>aa1eM~^JE_gK?B0<@GCazz^oWk#{dowF^3#%7s5Ull%6C;ELBehEA^ouw$q_I;?PYP zy8_$wR;a@P!;Oam#(0n6uQ)E$k>Gf&js$!X9tu{%xFPWbep>0VvY%1w{@8kUI;7L{ zyRt1EgSy(sOReHRuQI+}g*PM0PNLyG(Z|MY-yRToCY_PpH~w*5>WqXO;~uYK=w zM+ek(mjQLgm>MaD0qe?oTYRQW=Cp4ZWuJU=iZZ4wGs?N%#$rg)5&e`rxq_H2siR=VZKx1QD9BO%xIoG2qfhvV#4UYFR+# z$QVZML2d3s<$Ruo3-OPuo3ohVs@B)pF@}oQoB+zU{_+mBR1cRxdV_r>Ja#CGm_s59 z*({4zXMOAWD6gf2`#>G^n6=U)CSWoZkwLe<9xg*U8-r`>w@`<&+7z$fvX*w<8eNb? zF>5NW&DsPY6bGknS~2ysip`+1g6LXe-nD9cJXe_>CxM-%ubl+a1CO=mtdE{0I4B~z zRPbA)q6jsB`@M>aLaKvsPVxaUWbX@^>?LFbGz9IVb6~)!e_W^$m?}G1S9oVI1rH>0 zAb{pijj0h*LGfvr>2)>RV|kx+;26Pgj{by(skpn5lJcCe(}cuTkelINpZzAhRvK`U zP>+Q*JPrh<@TJ1DAWM11XBQVM$=wUb4lb-`BX*6r?!yU6M(ElFZP;`4urj50HO!5+ zLn-ej-%*Uz*4CZRnM&@dvyO-7)LP6;@4>jgXA%d)_~ISoC&bO;#epSnN;xNLT4k;f z)M!GSg_&=HTQWU9b&JvM@;Bbxbw=vVYdNccsTj@2q|8k;nZ?%I+8R@WV9{}TqtR5D ziM0uuAK`NcJ0FvUkg|oy)E%K0w#tWLNm6{ZSu;U=4SC2pmmU_we z*TQgnh5Q5-x??hwMkha7Xf%psEWuJ5+1f@r&xx@mY#A`&7)_*L%&SPavFE6-b9+A& zLiSPMbI=m|Fp&^RCp}>%Um-s(c`B3c#Nw4S{zigYuXfUnVu&FkD1x{w$#BoVjIdrj zTpo#*&U<_4eP0*J-qj+uyWaP8VaM!!xbVT%XVxcA|2yxKAD@btY@Uo{yDvH?jAR{j zWCdT zJJ@=ec+*e*+Z7-$wpgL2VxJHbEiTjXYq@uwxclqgCgZ2rz+#$Cm8;1+z>(`{t6G`P zu^Y4>a_chj=AVGg2=87sy2Y;#<{}7@-|i-6(yS_=k50kP z1PQqyXgbTxOy`7>=?9V*ykY<1Ddx;-WQv&6nJWu$CCkAz(t_YiwoE`3ue7qzF4|5a|g5hxW6f)I(pyO#X@ zDq@SZtDSQp&DjP^2GR!1!S0=;9_Ert{(eE-8j=mLHPe(^_nvRa*>^M3KI69&hvJ7-MJCbqcbi5o7fB%cDjekS)>zgir zU+nB{Z(rHv?OS;E8ZUXUaJVI1Cqyhpo;<)8H9PgYiL=p$>b46o5tlF7Y;n0?2E-b_I;aNVac7TL;t znpflxK?b$L2SO&drktUs@a7lgsm5o4YWt;0Qs>wbMZW&@dBom+`WtprR7XJ>hhk-Ya%H)S&U7OVwt{@sEKm6yqe(qkijmjmAp ziUMaIrk-(@M_XCXWYR_@KO!MdGnU8s4O~twR(F*H5V4dn+1a+}rIC{qsV2LoWxQnH zU|AJ;k05awn*{=_Wja3_JeMf##c`q6Q0#<;-^^I1R*O|evk$e0TqByDtK|v>8}Vx)rzaQ3uOb;e>sK+%8$_zs?9sp`zMo6h&=_ zm1=?~hgeCB?bEUovSQcpq9tEIOAeqVaq1gqa$JGictYspd%uC3?f+%(ZJ_O{%Cph= zv)0;c@3rOwiKG_K$(K^hJd%VoP^db3`T9A=?Y+Z0KDtkagTxFj z-zabn5-_#FMhF-cd!wc%wqR5157wxuL`@ajSR=*?7=>E2pt1646k;yV`_8rY+9xLn zR0T^=ID4->*IaAGLk%@x9XCk1Pnde)(S<3LdOS^UZb|m+^8)@qqdybs4bO7 z1-?<6PtvF@a>8xtHEK)Is4ZoqwyURXR9SaIZ^ez;(%+~pMWc@5Jj{0F7fMJ4vdWIc z$&{DRoPo#+9xS=Mi>526nOK`<|4Vth!56E{9@0}NM=>bN2P^y@V1u$ezWDOO$6WY` z$PUFB(IOvJOZ@ih+TET-i`@uIdRIsi2$lqDMoAEsk|3-|0>P4?kLZJQ5tAK}8kh|F zQU%yH9Por_^1gOBXhLgR8QV5ud%bJEUk>ydC(It^N z-14kYpu*(^GN+qAbOB{nUm zhqklENRbJk!)Q|X^T2#=7Ajhr$L#Y#5HM2s7U?BB^TxV7Ji)^~i+$oXjlQnI8H|Q! z$fE*F;EZ=LCrzc7sT_RbHTH=|;O?5iCr;KT1OVBPqT- z_$>)j1mv*|C^H#P9eVOl5j&k)ve_@7u}-^efxhFX4+^vY*Q_$1J)e}ZA=b*`nS7GG zn?JpZ_dK(T6Mx(!Pa8=C&35nwHsJJ#HgAv=Z@%+Ie4xh0BiX&hH){GjWHseVyP>W- zeD8z8>>Z=)ZQQIuo3M1x@H?QJ-LbYcz*tF35i8+zu;{qKHUxHH`&?|z)!Fy2{|hd7s0_a!#=PYEG9 zvA$WKsoR8qVCvx9m#+L?+!zo!Vp9B&;E*#?GN_S%Hnt6KpKQ3v*CPgi-7e&;kRU+P z5HcWQjmaXRHgt1QPW6By>U`F|U}kwez?D(<-{$u`&W`~ z1AYT4L6OcNb_m&)9;mhC&KWx2V3!(JJl;*AD7$ z{D5b`FrkXT&ndaC>8bvH%&#hl>cSW0Uye@y1r|7O503x~5KS_bZG;#-G}leZ)d(G* z??|CG2;O(v1*9GatA~@kX5RS>hWO8K^4JMBOg+^Es zU{LWYg$Bkp;M+o`&=4hohUVW0ji4mZkQ9XD2{agDf}mj%4*w#W9g)0Q^%`Aia`2Q* zW-k_-cXK_lhOJ$golcrhElsBPN6^5N$-pwq@k4!G3GM$WIhdkbrm~ida`5>B@`|Ed5 z0P%Z&hdeeB=W)2dEw3^WCz~sv?yL$XX`_=X=umcCuH)lx;Qpq#2Tm4Y-qy@@GemX* zpObJe+dc8h+`DZ$pN-NsejE-Za#oZNPgtV*@D`o?yOw$qs3gu@!l88L0GTxL=_kVp z#R3Q2tfnS$GP#89j=l^&p$sgO+SZtMY0_%wsFHP5iIrvNb+Adg z|MOxZtBf|-a6Oe&MM>pez7F`K8`e|#D=6n3zylk&pzgA>bJhkoHFZR+!#%pZXMHYx zm>CCR`WVGHXLkkL_^_qwi9B@bN&uG70oTbcDNuJ8Gd}WO0Ph0utkhBA0`TX5KcsKA|63bISV>VaR&o5=b>dQY@N#SvILJgF%44{ z-XIe2#0e&Nx(4hcK)@^e4ZFD_Z`!k!gn#j?ED4`&qmRE38-46oxzYdjvl$?t7WLzg zW<7K2$Kyl4MC!+%S3@6J_{zzvGW)JzIXq<3qm;e#f6zJ0Ds2 zY}@(3;$KEPZ|WI`!y=3U54cZZ7OmlwyF;o>U(7Ym309g9EMRMpW?N9;mdtDm(w=S- zwxEEd1XUi;5wusekBB60XR^xfSM2@Yuexsc;Rl6zFGm2}qc|wvdQ=&%-z}*I0URJE zU+5THaHr3$Skk+JX=>(Z!{7aT_k4 zi-?dZTwFpIk&=5hayaN(2iM@@Rqha7uvBO>nSRg!y4a?RQxt+$UNm&^G129)4dHg< z_q9;IxiPN=E%xr;3Y{<_lK1&@FHpZYVu50^|GGvHdkpEt zfIyhOnPSh2cZFZd9>7<#>u-pZ(A@z4a)(5>a1zP!>!zSoj;Za+e>p71h_su&91vq_ zOYsGEu}#I7C1Yx;_-x12QRzRMF~&cOM%5#dGgBTWE@qIa>rRznkFLl zrO9p{vwK|R_2CS0$DyqcGmvT8EtN`6U{aG%kXKW*f#yiV8ZsmU;A8{ND{`7r;h_ndI5iXnYkLx{Z*YrnKACw2pqE1h5o_PoolJhq3aZH=<^s!1O?}m3h zx7~2Z^Q0SYe{Q?s`gzZfZus-(wj1tzp3H`WbDz_0c>gc88;*0t7>x;c z7$%bmTVuy)T*)7f3dd+)QgBFdp%XcbHmpht+|N29@?Q#NzUGzr$TKzfFvx2Z2W39@ z>uh94To|dgq~@Bp4|8-o#kx~mI7OXH^S<*cAdYaM)L8wdOg@W047&%_j2=-#`sZU` z|B5i*A7V!5Dkiexk$dc4i?r|>qAO}{LE(C=+1esCG)9@Hs46E9A0eYg=DQ6m%s;&f zcTrT<7kx6+k|GJjgK$x}r;p0>3cp}nl_0OJV%#l`o{GI%Zi-lm@RFux2cV)X0A>}> z8CKzvX21^lka4vX6Fv{kzs?2vj(J!l@#eeX~j7b*%81zX1|u%z>zt}Yp}dR_f_jiuuL75>vH-- zLA=gvV29Wfwe@6to=;|$=7#mS_|w{Y4slN9nyX)bqnGd<}KM8Z6 z6N=*Q29A2-FsDO$J>rWtOsr=vYXwmfTKS2a$rB(8B%*K+Re)$IALoQf5K~OG+q&yP;Rf7$@JI6*Y2&U3h57r1eDv*=ybDE| z?#pj~P`DZ;@4H>N^yyu6fo{F)T@MN~bvhqqQG{>3r|(uOx#eyA5Y=Dut0*~Z#*$3& z&c&WUv3l=aQvWVDyzfEb0>1B&UGy#`75t%|z3XJ=kpkE1XWK~rWL}?rMEBcA)Jg0k zZ<^O<8_`wUh%C$@G$?N2ESL%H35_mD7~=h=YbX%R|7 zvTT{y=wm?kl2vt)O2^a@#bF!pVjWeCHpUSomZCZqVp8iK1Q0^~cd926azrl^H)yW; zQAo$@Hf}Pb;@gVW0VI{);Eu|5S1uC|D=zks;ukoqJU-GDWBO3>d9N7L2NYTN^nNz# zstp~rWAAH6)jogY9pfl0hUb7E!Lbr7#h{!T)_P%I?+(#onR`dDsWU zxG6NoJKIr`@?6kuQw+Hw+!J)$lw!PNw_SISrDEDY$C5x;G1GOmF|umL8@6Z;FV$VQ zTYIBaxJ+z~tQbFj{P^*KG4(|F>@7>Cv$rgL91MJQwlO1ni#~z9MHlQXY^=s|{Z>X` zakPOEhF^ij6fj3iSRt?_Fepw@u?3E*yNRcx&zro}e=FiHsQ=t;eIyR&vT5+G#f`kt z9}{{B+R72$x0UsHkgZcA_0ZE9sU6?ncWR`b>yi4mr!!KX^yt(`J(nZ(?WZ$RH+<^U zNImBx^{-E7q&!9Fb2(DSdLU>4dI8#i z^AT+XdyV_# zrDt&iMDP8J6FPvIe|iZ0TdLH#yUz8nPiA$3Nt&@{Q%*xQ#61Ij>YBbeVw#sdl zu#$4sTmAZ?*Nn;ZRp;eLWH^%EIYc{cotguI8gO$$8z&io0NpOL2L5i78A;QX!K97M zmll=fkd)I=L1=@-=?yj{3KJ$*NW4k3B**b@Nbg?0C1>3GOz%w{im9(q6yO@Lt3R7r z4QPrYkqb7HCqx0J?NNa@(5}@{S1T<*q7UD7Pg-=jYvyR!jO!rdiZjCoZ-Wn*~F?o;Yf2eQ}T4^3FQ<395 zEI9ch+Nd2FciVg-pR{_I@WuNG9~6TXs*bWu_@FwflLwsZ6BK!w3rfNV#W)j+aVESP zVX9g{0drs}K;JMOURjc9~7CHPs009Y}W$`Yf2q=@Rq~8 zgMFI<0tx*Bn0b*WvqQuM)3Ow33U-BntRX#p_EE9yu-f z*MgV|BD05^ACnji%^Ne?;XCRc*{kId(e=}ss<|SuHHQDVN9LmBD!YQOt<4C$1!<;K z8Ip+@fEUa|!31DOlEjJRBSWgmS|wyXkgz1!!T3NR(u!z+I4m_^EE^pZSS{tmQm&TYngR~>H+@=gl%;{n2O1Mt!K-VMG zVp13MUY?LoYDP{Z{na*Ba>R9jCA(LU=uY8nOl^$J)R_1)R}i3F-8LXIBcRRI@3f6O z$L)<9GXwA=E8%@hP)*|Q0cs}_h1`x??-%B4=My%ywoS|wGj2ES%mZt7=6XHBPiynJ zCg!aT@S$$?3Tqe>{ney;$jdV#B(?hTD|3X;1eaf#Q;M7Pc-w@yNKvR78#k5oOah1j zmsVbWWyarDdDxVALk3`%EOu=QF=1W+-iLHkruD>Wq^+%J5|>(?6J01hj^Hw4AUb;7 z_A(>R;+bif;9!FeD1l|!;%gY(9pEkIA3SJ;HlKbK>!f-E<7mdLco!I(905)N-{dD_ zFRGh+F%Z9@!^jPYh?@AHS32QcE>5l*&LcOuk`TxuMg$X1UFr1NTzF)#&owjQ+m6=- zO0D2V5_G5rq*%3)^#100KG6`Yh_k&tji?uayaQSYa-%Nkn!D%pJ)*{sK;7Z=4h+f; zREgX8*nJFqo(2gIqcUG#PQF!!fik@Z*NR{vs13cnss_4>h{=Vbjxrt()<)=Vf-}_{ zGRfis`D=g_fT~HpvK|C9XKT_ja-Qn1qeOzu8Yjo1wxO~%^K@&gRcezxZxLL|=AGwY z+Iue&9KY*VAU*5ib)0V^Y&hH`d;7&r>4xFh@x-6u#Z97W!)COOeh8e#wYE$BHI+Cf zBWcR{u4X0vgf_;Xdv3WO!}ZWD_j8`1i(Kl6p#%w~0b36zxui+N?6#5F z^&9>I+Rb?|==#*k*X8<;{K~pK54<>mBx3FN>>m5Vh}Euk1*f5FS9=|63L{psWAI58 zXXDoUg}I*-T02&DT}Wwm1hbF)p0l|Iuc}35UC|76ZJl0MaAI9iSyx!r70yuCj_Gyj z6YC1gx^!8Wo}sP}POnRzSeGv9`XhL*LiDWmM90%Q?AB?OiC$%+>g6$Ao=`k+^2$+_CN?tHzsl=E7U1{piJNKCZY?M64xYt($_tO(QtUzdw%#w?V)xiq z{}YQB3e(skPbycYBuNunL%gebmnK3(V#PdAQR)#XVQUCttyBS!vgMV}e+V^IRkGD6 z^1>T8d|U_}86rXkFErd*`I)fZAXgE^6I9<<6=>0n!o;N_k0p1;YAfABk{?Bn3nXo4 z*rXUgUQ;qh34{||&Ztz_IdOKQy_bR1XvH%Up_PoAB`L${@+(;wAc=OVI!sd#L# zAq%kQ%3{yOroxsLHVYv))oH#fV$j-fv^b|gA-=B1l)@;^*l%^YNnB4MD}40Q1oGad z7|>IS<9|`b@$-e^`1wxvoMp(rWxJP$AAk3eSkvGnA z0CTP@xks9`yaINqK#3orYS|%oE+fzu5pKxlBY)jeT7OHK?Jcx=!m2fFS7twl-qLj-O zRxHwS9$rd25VkdEUF;XGX7VO)$cH(6oP6k_s8yAgeOYk+%HOc~;!pF?X-=yMI;zc*T8$Qot})AP47K#3FM)?D zu*!UCHf~ywQ8-AOYaZgGkI6zl3rP>~{B&y$`Bjly%x5Y8a>s;9iFr%14DPQmAZ$`j z%M~Th^7o~Z*QyFx3TJ)yFv@}+Mp@8@QFf3q$`)xRm=FYS%V=V1XBDIj5%6%?jSu`j zBCj`PY8srFDB;9J2~zeH)!zT?sx48!!CV)I9QuU6xC+FFemfOOmgR+hFyudH>76$Yg^FTN?(TASYSH>^BAnp0*(utK;K@tq;E* z$#s(iSrvhHj#Bh|AwkDDD~4_D^-f$k46kqU(V9wF`0Wi!BN@$e9e7wrM2z6DsM&q2 zT)>>C2Sv9?PP^lS_ZA3$$k``f@MT1U$?jo<6@}~yCw7Lr2%?F^#vbH=9bj9Yt&v(~ z$J7->gLhZZ^+@fMLO118>Gn&Wr-em@b?zLe6TdwWp}WWjAnpRz+VhB|R?80T%6H@3xORm3t|XK4GF4qI&-5OgwPy*91EyLEu#Ds6+%T|2b1G>|#hDA-|( zJpY1_2yd5g4t@EF#F_`C_u-Mm)f%IR0H!>!Gbb5LROx}&5^?NLN|+BUH2-qv^}U=2 z*yKF7CMHaSJFSt`ZJH?;WDVQ&3=9I-cs^*DQ0lh9!953ka1Y3nV;|g82W_53ZcN#B z!oDp6d$4zu?=7F%d#_^Znt+dygm4U&Q_s9n!-jmBRpxt!5fN2EGf;B}=x6~bT)jo| ztlmTbD940~k0tsl*l9-9ZVK4}?#b=|cNR-!Pq|b=PXD3OsSVx658cZv1UV*#89(1+ zIT^2)4~qNt2A<=Q>2_qXVT)091^>AV=VdI4kfaZx#hT3nY;O#UW_mI^CJ1{Ce+^(= zxB{QK3rE!kqT{&_upd_e6kc>~X#Vs?=*ZXRv}do)6{m;>Y(IGh#^QCPcXvab!m@aB=)hN6=IR0 z0yj9hAH#|mQW$#7m(B;x!0-D=&`JR5e%Un#IDqsHnR^DPUCgj4&3k{tN_R9Qx^gsK zanpe%<6?I-1n@ASx)dnH0(^zNFBpn1p3A^6=5yzw?(OoVv9#OqF27E}wB`pdBN!WJ z_|x)<;?rSCt=^GOHSHEe zYKn(&kmb85#_$3r*^(tpIZ?9JJ!zqjtPFaQmHT>;mA*-cG_=xJcQu1~g&a$zF)lv7 zvcX_WByuS{EsM}p+n^S4$Xd}N#8(Ek4v`z0`xo_ETBDMM$c?%-F5i1vEael_%zdJ0 z=hdEUE2i+tg!vXYs(lJ!oT{U)=7`9v$N*0k#Er6OrRu0XjEGA*jjWy_39~w?L`qKK zZ(~$l%^Xr!@t_k>497|e{CYx=B$M*>qmf^L9fBpxCp05M*h)%#%07^okidbqU&tU!dk(50yeNVv0|ZZMKKE#*YhoTb1m`oBDWWE$ z0@pMopipK2MKwNXkMB+?hrWoC^ueVC0Ty#OjjEXRl7L>Ee@!Wa*8JT|I2-*Sr2_;j zi^zY)uPvA;J!Jl^&;xS9vm>b;h@%Xdf~&;e3QO88Y1!smK@td7oe(w|m0^?mslz5& zJQCz4`pQk+`*jYR{CSMu$9^@(?_>WJ#_#$P{L1r@D293J#jXnE+{^$xBu=rT-K%Ls_`m1E911w>qJHQu#uW)m$v<6;o7<+cWm%$atG zL3n``BXKO_*aqp2-u4aTyyUgYP6UGine9?3aa)%3Oj zL#BWuxOU|-F=(Y5SXV$C@YKB%mDy-KzH#H2j@=_~`i5{X=I!M^d_H=^H-y>oB9Z)Q z%8Jf`f?%ff?#hn3h!WY}s|X(5sWLfiNjHnDp5U4PN9;L(oS3Cr%~U6{QIBg;7-%KM zK+-F7AuN^>y2yHiQA)Og{`A#3#ldCQ$G?H8nusJF zNQ&B?v&1 zFIzvoU#9m)oqHqV-l$FMjRBf!zBd|4Pkc~s1S@#vT;Ts+gumcY{nRXunw#$zZd&in zu!g^*;qPdm=!>;58;8@lSFG-f)qOD-*wk4{nCphqTCZ5_i^aYenPbk8!b}aPQLk9d z7pwVVu$HmufCY}#k4P`i-*2p*h6t%$j%Mv&oo?2(Yhq%1yincn?Nxk!qaI}PL@+nGR`k9AVSdwBgVy`xYl9&E;|b;)Hpbpm;-nU=KYrtl72LGjRoloka8{_0a+9B0ed> zheiw2XTl9kZ@>1Lgk}5niS2*rDa`3JsW<;JlX~+nGpRTK@;ox8e?yi`FQmuPY$p?g zVwxfXkE8re2GA=xi4r;)P~x=DuG7rt%Lj~Ag`vxEZ!h2zPEc6BBoh@7LM&UZXivxB zx&X2lznZtbgijQ*FuCVAW2%J0Xt>O#?AY{0N&R)glU=T1w(jDQ)V` z=(?%>`-C~}Jdf!kCCl;o{Y#%MZYC0pq0Hg5Z&Ii=E2_NTi8Mib+3g>rnNBP7AC%hNq-BIqJ`~g zElie)xYEKp$A{vKYrdCLB!IiFz$>99cGyz;h6-Lu#8IO@TD=la$}PUGf?l%3BXzcO z#Z{nvs(geC-JYHMggf|-eZt(=$wH{s8l12ZEgj@W+txC17HEm!A#{4>@G`LoRvyrn zlbSff#|v9HeF~coaV(;H2(26(*ln_U2Mj0EDPFpk*rvPZ9o5(9TVoWF0=u92$jUT= ziZtz=gT%?{*L334^lJosKJ6Mimlgno!#}Bfw09@nnR%#EluemZ{Df6*Y(VKS1(gB# zRP%s@0v3G>L;<3=>XnDWxs>Bk13o9_q51c7iqV0eFSLRA>S+a6)?#sKQ_#z0q0?Cn z85B-u6f8P}Aww+|zXwA`P3a(vWKATtNhFk6lNW4MKraM1Zor!!Efa|GX)qd4L^itK zCuFT_pg9{>3D@GA zVt-R1se+>6F*iKshA%G~ju-)=%=HZqxZwegGDXAb_-)>JdSBBsLQH0^*_a&41&AZw zGUB(4ao|k&Ew|z=Lw?KJj7bv()hmK8b;Jq~W5@BVN z6!Xj2{M)O@D)*4U+Dh01w3g8%E@wy3YawuG-uOX0isyyJsI6jt*+uH|F(Tv$iGqWj zsU9=oNj-s|Kg>iO%2M+oNB(d6T8fqbi@w${?)dtLsNh0kz@}*NOPP|GV+Ib3iuh=` z9Y^*FcgGQ4)d5j^@ALa>z&_A}qL3ecmQh0x@5(aNbj`6}#2?E^F$w|A^KVSER3e|DTijvF2<8Q%KT0(H8JZNxw>u>%HPRD@)z#laXs>p07L;=D|944_=u z6mIY5KP}uCrn#K)4akOois$D*iLzq7lk3c%&rYZ#>KqCA4+APKBSOLA9YYE8SWC^G z66Q|xN09;xSP>TRP){psx`D2{{lMMA{K(Nu7jG06;NE>?A(9^%^qY$@R_5-7c?4Sy zdz*rCJ{&%SA+;#H3G<-|$>urrIAD>j2|*bqeZxW}3ef#gG85>~*b2O9r^e|V!j{BmD)I~|wV9G>twj{P*KDu5!7cB_M9iB^@ zP~;A7Mx#dH@c#0AG-V{0eyTPp#)O~mg6Z!RCN7+QEx`Ue?V2Ww$1;(F)OVT4;D}!) zECoU_DSg2Hz<|>Z>Ij*VHlg>2$QiMTl@l(w(l)yEs_wvdxbhRnmC$^#k`b;`q{aCI zABo!%c-+b9FUl};Lqw0tSUO>ET?XYQFFEv#W{<1@x;sj{(KH0%hAvx~{AS&*&MDrc zk!uk-oz;1hCIhYYl!<&Y>iYWFjcPTJs{GlxQJtsdk|4uMtymJZ0v>xn3ZXm*FE)F! zoHejM_WU!i4M{WD;-NK#i_I>tlVgBtL0QzHbt7g;5EM*@fyM|Xa>uHj>z4zVi z6%&=Fi9e;1dD$=Xz&-KpyS+}L(gxIP+PH6j@NTb@&{fSzUUAoaVw~CobM<2JYqVf& zo$q-gCS!~5sV7gr4ODpza)D~Dam{t~x>qA^Ma?1C9MAMN5#K|}NH`7jw1~Ik)*9bh ztKRy_ag^+^D}5wy6iNgg49;dSv0goVwB!x1|18h|H7k*&Qng=yDW5lGao(hyCzVD? z(my^JYUDBcAv%f|ROP?~%Zq_2e(+HPA*=!m#wZ$AvLVPTBjvGYm=}IU51B<@>li3} z9i*=j5jPDl6UJBH$)@*Suhk)2e8cM5f%ZGwuX7Tefw zA=EJa_=2nh;!T2OwdCX0FQ^3I?MI1kZGPcB= zg&f0BygAOLo8(*p&WGHLa0|)!kwHi8m6V|_I%+Gp$x&i!%!SvFs=WyGJuW-}HYG*V z6xuu|DK8Ml(yZ1KD%f*uF;rQoMY{SUb) z=-7RNEuZ{=!>GEMDoMqPkbL2;UWb4|4x3=-uU?mjJU75I>2`ec0C+Vv{f7D0OKm{q zec*>JwjUA(NN@&I!4{N<<;!jT<^f@*&KGdjZHX)3Z3qR-m3jMI+OkUg$viL*oe7~^ z{8A{acuTiArYs>V-IlmZQJ(@S?VkE2@I4vyx^b^^d&vh`^#5 zdt$Sv+4G-FNy}HE3#^a?R;U4cgn$(qzzX?akMgg=>sMj(``H|R5C0i)_-*>LlW_Pw z=>1k6L8EZ6fQ4_O!#ptLX>kYXdrrZ|Ysf=F{>BL#3_EclMIFgXRIhZq0Fu3RM#l~XFVH-_PZR`_WYdWFBgHP4?mds#ko>dO z;iSB#5`sh%4LNNdnpIn|jKpQQOuz=gkuy%y?%^K$t1r_C>v6^D>+hS3k>bDS(x$Sc z%lnOX4N6bJrvzzej5jG*NdIu273POaGcusjKHqjB8vvEL>-1c}+Ig00XE6tE^LQ}O z>gGGXEX>=P5t9?_x;9=)VPqV<86$5fmEMakMyQ9)?pgtv%dxx^bLDf5;=JyaIf{F_ z^D-L7`pyaDCNqRA=eD_!>bmRnJZNew&QhXy!{DTE7*yY|2sz^i*=P;J1ZKoxw6ZDP zBY*j2;pUkiokuU{ZuqM&L$kqGh)LSKf~*X#vIr_G=}5Gnw>~fo?i_kKW*!YzQy>h{ z)6g3a=Uyr*bDS|G84QD%l300Wykv#EzYqa-bb$irY%pAed6$5lvVvz^@(B@ZJ>miH zyX9W?I*b#1jCOCFN7?;keB{VMP5!D5Ni_G+E%!1liPh#^Zd4g}aO=J7bv0eL51*%Q zy_dbNA8N`$-w8>HloL8>zAyqLMoTZR$*IrwB*N4_&3tMB{hVM0jo8GIB%^N&IHRP^ zn+m1uz^jtrJ^(%Bb&9*2$gwrVwqC^xtwH&zQw4vC)i8U0PQn#r`{iN$z9V%6dWScAG8hIu!F0I z^C1*zv5%_Z4$HM&vfJzBwuLbmpm0j_$zQikJ3z3m!nTmk*RoAGvznAJl)<2RSi-ku z;M+2^Va{gk(gBWlk%=9$gKp|Q1!Y*wO9T!eJFBz`*Su@0M!UM2bSdKk)QHF|^&vdu z+)R5RJhZN(%DUe6_g@j__F`Q}XnS6FyZ-(w6xd&9SY1gNG$e(vfZ+i~?&;5(XGKD4 zeMI!^!BIKofR~W7*x;!UV=DBf9I#(Goybo)`nWxIj~`VN*;wSavH@ z4imhADQ7U{n$}>-4YAhDQ;uY0%2O_#$OhSCozi^DTDT#$O`3p)cU7Jqp_D0SDRJ@n0|va z{f2ClP5|Zfn`39WBkwMzpFcy>1fT7v(ExI}WA+bW`W5`Jbi6DXUu*2{sBt8J-EIH) zS4djYtb(y{z|Yb;>K-U(sT-NS zuZZ6M#D1-SExP2&^DGIz{i4!A`y*;umcSr+~3wkRJwt2j6 zTkPcC&%{$LcR+Qs)GNUeoo71TTvA5VTsxPQ3LkDyx-P^D(T+jWi+qk9biIh|_?QV1 zD<5f>5qQX3s>S%^4OK$SF>R}cJ==AUyy37g-}!AC!F&PSm5c^}tec;Hy#ycV8LqLm z^4V~$4mf}aU1)%?%V?%%I(|oz2`FXX0?lvJr*= zIGW?E2}iTZjE&t878sI{ko0t#O^~>L24%k{_KZt|YmswG3Zwz(1Z2x1E&Mju$0T}2 z<=gKyp%{}qnNkomFfKvz#5S=8Vxe04hR~joae2-4`58!hHFhD9jJgeLkuDre z5bZ%a(UY;t#S?`x>?CJS(W!=0px9>-a_)NNCq&p`0yyNihI|UKr`bC2M%vixMK^ET z)BMT9!8a{G+<5~B>hs+05xz_%E(R*`Mz)` z$QT!n&)bw|)OxjQD;cJtHy$q!Bm^t4?_chIh2tMz0H?L0JN;iXO8S5FouPTGam zj>{XbzqF~rL0%)KSjCGQ{H8N8#fB99Pslm7uFZDB43pPk5Jv8JJYi=sS8Sb4$^ohT z1y^j~K_ay%iJKIX6ESg7AY)LmC^u= zXq)7tILs4~Bb!JB;ZJcOII;kJ=z>Zz7F4x}ayyF%@d?*?9cgI$RT+gPi$p4Bpn;0E z>AJ6Z6-`%81=ZLrS*mC_hxFBtI3$Y0>J*!qBF#(^xgkCJ{Y$;)4UWvmfWc`gJUieC zL7QofY!7|?EcN$5^(`auAI_fof^AeoS$Zgb7mw~V#aKVHJE)X5{nnB?WY$e%c zM|Jq(VdW3H*l9W{9TdVT#`IdG53BM0_a6P>V_$vWUArc4z?Fy9_&5Ldqi@`E=fBl%X|UP?1(<&FKUn2DU4oD}N?q1)`xSaMfkKJ}gJf8ojwbTDKMpZVvD+Pb zg%mdKt#5mvq)_fDq_awew9E@<$98JxQp#y+Bfsc6HU&1GDc4|XXW}lRHcobxk(#{!G2f&H5f8SRHTMfuP&~n=&G8+h>_8iir zPkkWOLz9ZNq+&0ImZWn-r-odYT9Picq?b!^s7aFlK7qf7Bt-zx zB0nJ3cFm(LIx7QPff~_(D|rZ3U*%0M7$mH~DVY!2!HSy12vWbxwiQy7EPo<3iE<@r z*%@|YmTJD!2^&gQ@7tf}%%mZOjBN!qr8I5S(4%wuHKaKSR9MoG=8O?W;at{` zXgf^&=1w@prkfAg1Y4i^i$9=7Tbu=@9WdWnX5NKuIP9nttq(cnG{FNC-s^C`dE})O zr!hfByo7cj>ii>^T##{T*^d=6?;=8wcRIwN9suKz-|aL`qj}S|d)wU{zulqeZYt`x zJdKR+Jn>~IQytT5ZL#HDQQ7gX;zZM{S%TL}FN&2!u>*O&U-3rP!9FHAnpl?m7=5np zV+5$yD#5_~KE`Bmy~BS|Gg;X^VI6N8A#Gt~5~YW}e@IdCr?R@=3^;aZpJI^enRbJEZ#PI;P3Z6+ zC=H!1*(2(u7>VGutWyxaJ@4%~rX8}g+%D-+AGRpovP9wz$-X_K zL3@Vud&cZhbr4t0D0qN`JMhWAJ;R@oiakTpp7Entrjtb?wKi`#GZzTTHuwD=pOw>0 zc$On%>ZurQlP8P3>71QR)scnqn&XN4TX zCOE~r#@WWPw?e3A`Yf_zi!yQwCn!EhF@+PY8JdDLy8(a6p+1QHiEN#`X7ERx`PrMC5Hf5p`U+sk3JM|5?O$I}eM?s0(47fvfqqH*u79Gk`{DH71V@`uzERqrB zAOk0P;sW-aGbLzr%&jjXMgD|~jKK0o3&orhf0*5)OuY^dgu7?|VejK8;6dHPpDBuw zk4?FcEM*ok{7uQJ8IzB#K#qZ%m6Uj@@#trKjf7k&-2TrV7G@Wqfgi@FJ6?y%>O7Q&R z1kX*U1W!-!-1M9Zo|~TUg6FnhqTsphmoIqYUq!(qXA(T}*$AGmoiVfE`PvyzQ}D=V zBzX1=zmNrw>=!(HhM%F}k<$f_d}_fXpGxrT89pU=P6?hDis0FrpAtN!;Mtl#mx5>O zDUIip;CaCao~ha?!BYyJsoHZXc&2KnY&@rIJTDX*&z4g*o}S>@@|@auwwy99pAtMT z7{T+FQ-Y@_c;51y3ZA!|I%=IdYQ12NTDP3C@$>}GEzhZq=ay4~=ak@i!3dt4PYIr$ z;JNuZ6+AbeI%=IdYQ12NTANQDwR(bQ^K*LC+I&jmIi>NuU^JeOor>e>37(HVr*S+V z8$PA+oYHt+C>qb3PiZ_o!Sm+lRO5N`^G@S=R5H_!@mTO4d+!|iVd>?Jn|ysY*T01e zga=I-{m5BQ*MbSTLPi%7kUw!et)@g)aAi`L_{bMIveSVp`};`YDmo80{GJ&WcBPq(?7 ztV{a5YGfj~_o?TeBWX`jm@_q`}a|Ngg(( zi>;#EKlAlb%L%ePECm;ba2`uk6H&M)PPSo}(N-1Fbh+AE)Vq3kRK*4VYqB{ihb)>- zaM{jli^VsAScINJEvVD{F)gZG0#X3{wg7%5dR71oM}(>XFyh)`@gNdTXSlWI)GDB> zM1D`Gl0^d$rsg5>`|1QX03c?Om(BQIw9!Qjh#PUnWDFrfc&W&ktzfVd3NVqVIduv1 zgiy9^z-%0XFARZwc8EV40L2*ooaO{o<=JEF3_b!L7ZBgj{^L8K!7ocq6W9X**P=aK z%O$kY*T7615p^sOQrssef2T<_2Y{yG2jtL>VZ~F9uy!X*-RbHf4r5E=v!t`CqUuSA) zvhGO(Y9owta1G=S@by3+)phDhr`I~+q>~;IaRgb+9c2M|ED208Kdl0Q*uj7i`dLcc zJ;-g(652t}J2nL-MHQHf7{%+T5WOed8})13q~S5G3xKiq%|J|)l!H}&>?qU462-k^24Y(+vU9mp_o zaRx;AahbJkw4&LzkxjaIABiuZw#cRX?N!YnZ6~ggVcNQcu&7;%mr&MBfD_A_ZZ^va zELe-XX$y}o9?t8|UeW}wlVZ|If+lju<*MdvK*ddD8rSR2PGl{V0`9Gw-?hy(R=NLY z&HAPu7g-ycj7^y8CYRmc5F(#Deq8=ubGGuV-QC_V^Tv$S@DGjJWi>#o+#bUGjVXM|7l2sam>+V~XU(_DOlmY2?< zeHNciBT!U)8bXiH>gEkQZ~WXF?cDKYH*U=5+4rmKgp;xPBJRVNk%0-$*43>GAgZ; zjLN_Xqf)cl4WMU-(Z{WFe46F>q~-V|<@hwp@u`>N6Z`RLxTyR58Xa?z(HT6+=*&9F z=*&LJ=nS1?bWS_T=*&6E=**pQbmo?$Gp8J#)5_5qDo1B_IXbh-(HSg9$CRU!K3_(M z+T1>IZ2YLrJIUzGKgs9}pJa3voMd!PKgsAUJjv*sF{4B~qa2-u<>;JVj?RK|bcV~( znO~01JU==OH>+<<=K3+2*Ec5f{g@2*jY+#4lXh=R+I?d(Tp5%3l`)xDj>+8Kn8biS z9|6V&Of#2whSPq>%3skiO(EFWYcaNF^nj=0JIen5f0Z)0xb zTm2>QK)INXD)=yw*Dq-b+V1|}i#|2Y^*hLCsZ}Ck7$NYEpXukgS1G z9Jz2Jn~fvz1VR1OCbA)78;W2JQtp4PAu6c|2i@ix;wq0;HpA+ah)E~bUM9O7lD)B_BP9vT~JcaUhWoEQ1GoxM3j5f`T^98ei*miH$%{14> z?WW%r1YL%)XC1fr+J*vnO(%Y5*y?VQY4_WiB$=3U$Jog2-c}X75v1qd;u1k9 z@4a=O2UM0$x&!4m<&-;Ie$!67BjvZi1#arL;#=rKx260RxyWrVztvpL?JmCgSK3jL z-T<_1sB5Pk#s*sT7zZ&yoL^P2Yk!=7WRqw10Ruv6#rU>u`=<5|f^Hb4+8$AQJ6eh} z`FNa$$+*FRuAS;++@>lS@1!yrUy@|=oXi@Doonaacqxr=gUljL{JUnD=GFZ1rCFQE zZvvvygPfgf+ndf4!nVibYqB=&Gg)BgkH=T%^X(@4RFW4h*37uq>agSuBU!`}zr z+Ut^mE}izqRn`Uwy1sMV-e~2W4>@rU-ws(*??BanN6+(lKp;@eY1p&1^)q zMY_$Vx+zbVOO^z4;8orhfx8NWqpu8AGsA@2d)q$Y&U6pmR&3s6Xy~}dZu3ObN2LrW znL#LEI-SVMoq26tt^p3*2Qnxx4VJq&3rS`}01*HnfaEX_X1;?uEwGZYes!120oXTW z^v8f~rY8dXk{HftDZwi1=3SZB7{gZs);D5UU%Es*KrxX)POxc4^k98aKG-mk!$L{q zoQ#1kl0Q)@DES?M=_eK`!_KEPQx))ak@fMtdFrK>5>h2rHKmi8B3c#tDws8l{s@Bm zg;2x1|tWLXbA7dqx(GF9{+)uV$^9I5nyo}9{ zug(-h>0X*^#u@b9gZo6+o#$DBBw0}L7<2f)G4m&X_P@DCritg%+pn39aW}y5l7H02 zz@LQY2gavHLH83>Nq#myK8@t(M{Oqg!QW>>@^iG0uN9M^P{r}zQPX6;0ZpF8fTzF$y% zzk=eYeAdr{<>x`kEI-?&_ZoH7g?U&&QpVko-Q~=cn}8#gF{=Ytc#4QX>@p_(yp+7# zA(%_S#1-&tHFtXB{e=a?fTo%?GYnucBzefFoEy4k^8ocPcQahf0kdY)Uk}{~+AbTK zzgsZhYV*C0RrpWfwo7vVd2)oQ_j&q^|BzKGBa9@|x}GCn%3#dPnQs`&>BDoq`+?2) z0i4vpH69vMfs@#=K%9P#B!a`vIr61I)+LpGs7uU$A+sGSm#!uUO=yD&b8E`%!s#V6 z%5?2xO{$HMr_J|i!4YRoX}Awa*pxq2y-rx4<8YRh=JkL*2_+-pHzZTF9rgpOS=bSX z@G+q-KbB|+`+!d(Bol?3y>i$K`74M~?tSMm_C3j#fKWpP3lE}oqx<0b+t4-t*n-&qcO_B>uVdfu}-UH}_JNjpy z<>EFiBhpndQ+dZ%U2;TbXs36z1etO&)8qz10Y=~kKcY9E`?aTSur||JHKL&W)1FZz z3)Ihi4i6+&ge2Hmb99uD)^nQq?Oa{lBuw6k3>+3}17DB3%)DuA(9HrTNk8!PuM+Hz zWd7+WvC6~xuf?v;kESy?v9QYtFs3Alqi_{~vIfgtV<0JH7CAm?fI;%-;sMXBh(jl> z7I+jOaGYE@JV5mWo&V}pUc6w3)}*-j4s>!2G#I=Gz+q9&4G__qT0NZnX{ef$@*3|3 z?C}?xdtRch@hH_~zd-PhIWoJHwhTWVU_uJ>z&P!>IEE2FW3EYp>Pv>r(QyKhX1MMp z96od|z_;;XX|7pCP^=;dRuQlTn{VZWnC|y^;+LUv&@TiNs*#rAM!GpoO(LG$b0O6& zyvvfqXyAhx1{C)->}MD3^XsU9TV$o%C*WU3Wkq9h>;TvQK}p0^4$vxcvXk0UGV4S{ zCj*e%*iT9C*(b`Ro_ayH=Q4L7{-%Cn$I>!8|T<;^Ygh zfT1EKG=1A#i$2K&#fA{^QH$8=Zq8cJpYaQ<6*-em(h|ppV0Qe0)dfEU8f}G5R_Ea` zY4hQo8%gU19=*S>U_B!BkoCu0FioYJaO%oT(4&=qv|j);Ed(C|8H>1;yaMdVH>3NR zn($vFd!Z+Zxq>m=UkmDzX%OyA1dVf{zPJf--d;<*y+gU=9RklJEtTEo*bhC6^gXgy z-y?!6T+0<+@v|zFeHA8|?$O;r{UUu+xdYq3RvwU)+gp6wtYlDdOR5o3upH?=mLuhU zdJfZGO1DvxTBUGK9O;Ea9r(!u9Oq<}TiVS7&+H4d_0YTntd_^mVY*C7he;51PAy^D zOo9gI;3^avp-ZgCDfgX}2{mOIY;}QEE~M9Sn;w6F=|ACArwy}f13Zo>FBAj2Gi8OM zgIdb53NiOhP(&^$Khj5~(v#|1UR)G0=R*!xAZ8=Z!%NpSixrm#D_C`lE+t#4w!!*f zxwDKGO@w~hmN54u21to3_ASE253DqwnZ>F@VD9d4;27e`Yj%Z)+2o|r4&~vR zf@r0PFe00P=yB6i0Mw6Wk;*|~tj_cCFyqU`9BDJ-UB`#YyF~w8YnrsrGY7+fr*!VH zvatZXxgU9uwGR$6h46HTKjH&pem+flWZ|=E(gTZsAx*k}ma4G?Uf%TqJP}3jKtM9v z7x94wdBePYn0QRHn0Xlu&$BWZEiOpX%?&F-g^S~Ii6K6wRhS9PHYV~uO8g&T*7m3thDMchx zoKQrDzzoC^dxwaB#I<>QK(w`sOBTVB+(wZ0M$t?}T>@76CEYx7n~&csI82T<4y{4xneyQI3n2tnK_J6Zky@4T>+i6Lp=6so+4M_#kPmJaN#99x2E8r zQ5mt|_%|UUD#H)TL0}d=sT6IJYrE!tT)itqd$%(yrlu)=OsFl;a(0Dq8==}gVL_b~ zx?N${1?y?{-x2a~>?V74y`x?`7@&swsCukrL#)#ytzL7Fwzw0Bi0nwKYd&&1?tZME z30@>e>bc?#ufH!OnzNr?^k}`(6Hl&^eIfVAUW$a{)v|mrq^TRa?X9kwEE`aC(j6h| ziS*`_D6)bU2e&NA>99&kCEv}chg-}77P|c{oQbGjPyOV()qE}IHo?hd=~T9q`l6$b zvgi>KGJZKJ}YCEq66|#I`r6-}WLD`Hn`f4|g<3Klt1kMb#^*YV_uj z3lcw_wx7k*hp(0w6JjFbTFt}%4K)}R07H4iueg7pODvAta3W<%K$DQHC4%fjM0hER z9@#=HQyNDJI*;~Q2|Xnahi)VJCI=CkAgj}X|AWO8_?57_Y-%30wlywZxt<8cHCXxl zDf&p?!X&jRDG%S;Jybq>4eZD6pulm@eelNzIZ~G|6>oBgK0>9x|Mv;5P3$#2vVQY&IMQ+^)9?|)_(O*xxS$bD zUNAPpe-fGPF*1Q1acYAMHH)oa2FvNm4mTS8`aoFmPswe9GlInw|(h-otJDN76SqGy*v1)dOUGwgx5C@`bK9hNF z!=jJOV;PHO%=6D=$%!|xL}_EoJ`!R&nD75Creiy6vBCs@RSSA9X;CCjv1=Z96+d7K zTmIf5=(n~;26=DceCWFeD^BR6#kX%uKJK#_h?C_+UNJx{X9I*cOOz%ESn2{FUOtp7 zNU%w=6NOeKO|}7hs}@Z+F#Q(AgfHfH|M08A+_0F9I_j`~_orif zAtwtyD>^Pvtdw-^2~PUzS$=Hj8@?S6K~s-NCE3liTlehOioAk!6DSd*uK7Y{102k^ zNVZ9DlAiYr_U)^9F@uvH zF}+1u+2lMFuAy@CF4b3GpJ6+2J5<+gmVL(U!0pyOWA@fh-^VTfcnmVaYpBhKMPVIe z0|r^Ba|OM zx;AT3o!JoEfg5ZkK8fgao}zZ0SAb@O$7KH)jQr zVb4Z0YrZ8hzgCUj32BEz=9>f1so^hzv61(!q6;vQEKj5bYFJOU;?W|l|!w#9D(mjuLN>583^VWoE9+$s4&vW#$#L&DGE#*HKSqU;$rX+=; z`W8c+er(hAn!E%Rq*_Xxe1aTVw0hY$Bbd?F@9>M%f-&7mtXM2MnRaKhHCnJW`t0Jg zEZO>5gch_prLKdsy0Chg=y0FlMaq1@kuE*2c$DWT6v>wmdx6v0@#DwYen3h$B4Av& zArHIsb?MqXLdZm5w#?0_MK;8S*SjdG6GHSw?;XgD8t-=w=MyuKNP?mW8aA-x6d{QaNR+Iyh?fOSI{#2-I-I0wy zEkh98)D1tS7y?bdE+WG)dF;*iev?X$O9UOD7${#&t}&Wwk&cr*7?)SmHw-`cWy6j- zpv*f5$pG!P-1DID1`OEj^)_jh-((e{5~udEdzOBjlH^X%yM3Wu)k51T`EX1lLpne> zTA7Ib2YSYS*)_*-N|J7`^wgFI;3iHs zDJdtdFkh|Bn5>09Y$dT&ab4GgFscb2DRcNdc8iXj9zQ_u9UiAlO z`-_=RFSEieop$lo-?G9zCicw^8WtIGrlJIetO>) z(6{6VMSxnsL0K?viSdm*I*LQTI6w=^ua9go%$A8zu3T}>C6Uuh7i`D_It8E=As@kP z$N>PBjvC~|uyVo$S9;YDrmUSWqJ&p0Gs7<<`eL^f2L6c46VzD4_53yK;S)E_D zwpcXW6sudDo~&R>7VgoXJT4r4hKf2Ei4{%C!>t#(847(5g=D2rlVYUgGEpPr7C<{- zEq>xBj|*tEurwZBqrYl zI51PiZsW1X$t@qjs6IqBxy{EO_iz-_*2;P%zq_xu^6t{VJEFN`Y_st)5qN%RCw))O zFC^e%5&7_{T=qKANs5RG{IkOO=(Diwim>d85EQ`F6`>~sCdO*t6;P+(%H?WSup1)e zCWqYQ(B1bqH#y`c;|}-G<3*EUnQ%vV6vMLfU?+CcXWUa$6Utwg%LEJq5-kqdU-U+$ z)TFwGTe~Nh2mlU7hQGXg>sEvdS-q94iehUnUh&;; zzvcX`ulUQqJnQ8*^G(10=U1J-^%b-K@t*T<-g@)RTW_|(EjQnsY*k86%B#!xnvdK{;Jci72^Rs$)(VN{Fj4c6bRasypA_3w8J^CJgWoy>IFpr00t;BS|z zAg$B4b0mMG`H1yT-)aeKeDR0yEuwE{i{JzJ7SgwuNd6WS_t7_9-1otyY}gi7o~44N zY}pl7z8F6K52Hh0&f^w-d|dqZ;cZJ*P)4(I*iiB>k~9Pg#_(1YZ)1}_z|#$N&HalL z4gmV6SE1~~zHd0H_TivwKKlFE+=H$;y5dQtbxX)4-Hy;-*-KYQIvxzGHy;fB&4+s> z4)s-kC@6o}9~61 zIlzms)C&WHvU+8%hbh`(1qH3ne3P1f(=dblXgRONMPF9z}JUp(qN(K!YHEMv^rWG|Jn%D(3R+LykQ-!BdqeM(h#DD=p zjY?}&s<9^K<@fvVbMBo<0^vg{A}%xMo_p>&XMgYg-@gw?OmM;G#*#{JMi4NyS)CP= ze8~fp;4ghFY<)kgHL-bXlC}-n?vVq#R0UOMbR=+Nf>Be%#t0N9DN*12VR?TpjK&h= z?3iYpiczdJS)13%Z#aEj*Do{Ewf*va_V9(d4%n;CF9PIO$gGQ8@M?kTOHLwd24?mD<; zH+NG5E1_k#?ZIy0x(XY3lTuXK#%sMojx=r_lPK3?T+4hk8&~BHSUpH?@`(H zXEsy+ebZ|9)@}a#X6O3`2A8$?!ek$L6}npO-c^01w#+*I3?FOwcr8BG@iE5758z{f zk5F20AHv5FA47b+q52j92=}q-TVe@5QGH98z)j_y)3RsX<{@d@Te4-|l%k6z2+)+m zhyg<30t8XWa$kpA<8J$ZNa=DDo8A9Kc`W@!P5O(3y+wh!>n(pE6N_Dm{N2Vde}d3i zkbMg$4+IFq9+rI&J!BS;A1B~UcO&+8?h>&55*xdX(F)v`zbbzdpci@+wGG?6B#?(hJ|MC|RioBKf>cwp%@Gi1#xTq7Bu#UJ1W^}-Ta@4zB)Ns0`-Sh(b{Pr825yUP z3p_Lgv0;p8otrcn9>I{=qC1=mN*V=jt8TkZ+P}7uHWJSA>pWb&RMvHjZad|6e14D0 zjunEzUs8k;vu89gN}aBd2f+-r2?Hd;sfsH+gt5bAm>+PvNEEjy4&*oH{%tByL_p

d%e#I9OS~#V zQFO1zG!fuRQq|qRpimNBubUvMGmbGmAXp~(V?+W_aR716b~7+geJ5y&>hqs)<->SI z*LDLrDUy2j@&FJaksJdAy8Yn`a@2<2Q+=EMn>Mvdp)2Z4Mr1u%Bz{K&0)h-v#zHCt z@U$VyU$UE2lMUgJaNW@FDb-4iurv>CeL9s5**ZaMPSL~r+K>Ipnqa#_a-mK3=`($M zEMoM;kxYH-6041-o3IjIiv%O>VQP&cw24Gv>*UnP6QoGfeOlL7%dYJuf?`%hxYX@d zD*(Vy?x=QKSW}Mj-z^%DXrkTGq?XHt*rD8_-BE4vogxxt$f%`7I3T!`n4hA7q9#gg zoPXJ9z=i`wA_09(ZfP{&c6-7Mwytdgw3BTtD}t^s(8<)$1iH>0)otPr!tz}D?M}+} z>8_;h(>`fyBeylc>9w4)Yz-zPjTa(mTLZT?dM1*#Py4ssr^hF)`eJKPC9OKQHmZ^) z=em=&zB_5_%cN}$+$JN5!oQo$gru!6leWnq51xUftuNnp{e+}dUu-f}($;q;*C$QR zVMs~4<}Ady3u{AI7_mceGXvDj$Zne<31qSCwKj9G-WY}hGb@j54coqX5@5@zr6pmE z(A9^`@T92ROOoxT)Sqh#1~HY%RMNIhISSjNc&KedPB20kxoniWf{1utY{;NtfR#qtd<1D(rj=UiHyM|1K>VBftCtd#_DY7g9 zZtD8JQLufsO}>er(-=(T5ZIU5VO@%ZJ4jvEXt@SLPm3i`RrhjmMv(rtbFCp|8yNbq z)KSfAOe|_ApoLLqvl=PE`YsXbb%I*gAh8P@SUKZJYAUw`xir&VP|bw9a7FBAN&dVg zGm_7+qeYXCpt?)l>g-5;Aqg_|>Lx@&=`Lu#jU*E~7bR9__x7Z=DFl^Z$jp~<#*_oQ ztCs-Z?17%t3V*I$JtN@4Xg-cdG&Iz5Mn3|Z;*z3=7ll^-#^ed=Xd)3=(EJ5g2~VnSSkC0G%2D~M~TBAOjYL^j$CW`*!4CbBA`4y$5eOLx&K zg2$&-1XX5cLZ&!h$P_~zGKH1ZAu7#DDHUOLu2U`y9Yr>N^Xvc&pX~mg2`mcc!Ql=d zTRMzD;MhdXfNJY?EGs~^5k?~zjAf?>{%bZiO*$hD1c8xu1!(tjwxID!#3i1(TZy>B zQ+rzY@|KoICsqVhxb+ZnqhyAPY~YV#YAUCqy-;ouCnca>`_88$#+yEiM8xO>tD6z=Q$prLSDUM>4F&Gq z-*$KY{7WkP==5B1^)N%}T%GU}#h-xvpP%%XVOmjZ%eV=V~i$&1c{RB?#!i=|IR$_?=U32B!JfK#NP$-yV}c6_PdloQ1t37bbPHm zp)wF|yyC!@usV=V8D#H1KNr9qL`Y0pF?j?ug%w+&Ixz$21OSF%WsNV-E28YZPF{6T zUKKCbK*mP|%#<%^Rd#dk88oG)K?(CBg7uWoySVc_Qtz`LULX&=NFKNZx(svG#eCon z)&0cl7M24|u1Y~}3WjLY>0G&WN;FD5SIHPl=rFoJ4(ZdCf@+olAcP2jV@l~`sj8p2 z{H}7-eqVk8@JzO3d_mlE4aF3RU&_nQtQRjlV^Rt@UT^=UxN9AGN{jfZ2bgoU^zn6zi z_xwbdJfDq9kePeZY$DegLMsD9b?gBgK7RauI*{zGxYL5FX^~ay= zIcb0V@6G?h{`luw*F0voc7gu=Jj`xb2vYmY!L@WgMi^w9&&?AXfVvrxi$@Y3RoFwn zY8$m=kOXd~41i{p$O7A%jS=P`sLSte5c&Z*Fvi2eO2NIL`uebdLh;~edCLO^mO{fJ zdUZ>4EKLwk@ggwgj*Rq@GQFTIyKzmo^PS)DI$CSq`3>cU+)X&~2@$5Rt?piV1X8l0 z;L4HI1oU#Kkk#C3KpF!$A=I%vNy_PNjbce6D^9O#&)(^!YLi@e@i5CL0c&rb@S|COGGJU z-gi?Z^&^~Rw&A*MA&N0{o1%91f%C)>X?s*+n72oCBOdWL#LSDA+Mu2NyDfLk>|!Ey zI9`=pg3#@XI`HMAA7bz_Rq4ZlsjUv)((Q->JVdttY%(oG3jh<<@H~^{UMnET_MhGP zN;q5RnXG8p^#2i~iR+5y?T_URmgKdS)!w~WP`vV2$5+2%!?pjf*TxpTy3glL|EcQ| z+q%qaX*K6ibUvLU8%2+P=3C00>#qOox1_4Nn?Cz3ekI^-yw-93w% z?gcx6p#r+wQwc<;ze{rtEnU3mQ#yz9BXO810=k4yc?wHg(Z!{(f=p!#B@FT!SBJi8 zu-(70NF-_+zfm^3#5|{{zp-ez^#2G51*_WnsyA|X3AC#>`c<{9w_WZ3v|arQ0Xkgn zfd>Fvha2#(x^|A&WC)=C5s35$;jcp`D@XG5hrVjhZ%ZMgUS^V5dd^&g&U=~nrr{R* z602ong&#(3qr9+g9GhxYc5FUY6xlTwreu_2QqoJgF?aoXuN$=1 zZ)Vvl+8~Quk$@SesBfx>25d2ekv+_9FB@Kftb_8i{?1Lt|4bmoq6nkCsYco5&zxm4ftHI3m(zkdzj4hz_D%s-pqb2YZ(6g@ zuRvvjd%9!S9naCRYunZP{MdDP%|47>8*u{d|KEIlAM-Lwq5Pf|KB;CcMg}z1V@#l> zXFU8vuTmr`NPQ47`r$spr&wDDZRkFkgM=B1a8l_51 zgxC~`)=?diRf)542H;5|iC{^>G>=&xHFS^5uww-I+*NJQXt1(?%Qn4)!UqefT^S6S zX|mTOft(@vz<^`9N5pYZM>b{_d|BtVx~7r0Tx z=`G*AhV4{b2AkqmuzGFZPmR`1+Qc@ALgg4OOvbg)o!;l4*Q%mB#RtX$+CZlLGC#6TP53pEo;)r${{R zm;!FsW8;?us_4DJruduj{c$wuhE1D_=F5VlO#BT<{0$%3RJ2|eoI3H@X(s+_Q%qg< zl@IG`Z>!QR)Z`6o(JiE^6W0pyEb}_4e6OWlotG)ROggaF%OB7fz!@%L`0zkBGy7VP z1TCXd)-FaZy||;2n6&kN6(Y(ub0lxJ$b*Zvng}x)LJM5NAK1 zD{>I$!v|@O91lSzVy2LG1Gg_C+ldMcb?kR|NrwZy?QS6kk#s0!Bc=xjdM64y9O^wm z*g=V0f+jMMdI>erOE?^X*2~yy13Q1{-eYG+8HII&qhy4=R$fG;CHnEt;KaAf3U<FR7y!5f8}_SL#Ka{AqrIM^!>I?xN7uf?q{kFKCwEaD)DL^8`f z(j$@)hkB~SLNx+8Kt%eXo_4ltDt`P(U6hT6%%M6|au;=vSGrP)*d9Tfob>TdPUu!u!&U_WEh(kT-2moVBI$9BjdWzVqMGToodZaR~>*eP9kvjD+dfF92HganlIJdU9 z0^y;nJj4n#-5l?$t)}IHmp&+zVF_ zHn`CXQyl7T=c(u#K%)q%_M%Wx>sF{}b}3XK&wDxw75Zcf6}qEP(QA82VrplHe@}X~ zJd-AEd$RZCHan?8#i4P%0pljk6BR1-1ci#5Zn<}&LWS;9sL)=a;$W{#k`MHrywX#l zBJC(tK#itXs``4g=Jldb5r|%s@&m;Q=y`;QYgDMHae0<9Cb71hMf>7po!)j5g^GDd z{7eL=AW%Uf2v)L(dc0FXjj=&CpBP#cF=Xk{`?k27Xlu}-2smBHYZMs5mia=)vBq_x zCKam7MMbbQ#JoI|P{k31Dm1kzYNe(^Qc5a>Ua~o5TPigvv~MjCjuLH(viI#N^?;Z0 z{R@ffeQe%;%O~#jlPPAsXj<@5>J*PskMk&@;rMB|s`i-~eqcXBq~koVb}`edU99hG zdvF0&o84g&Hov7!RKWyg2}v2bPdG1cM?4Wx;)oNAaxP_kE4f^>^XO(9-+X0Jqy1iB zYn#Vw<&G9%OC*h!V8#&e0dn(@>JUy>+t!MA5B=St3|#FrYX(=kcAA|x0gdM>?R1JA zpFkr1&x`ocotqv!A%3)T(}UyVN9#_K6PKQTPOQ~cR=i6;^}JZGpQ+4Pr=RKEcoOyE zmQHSb_G#qC?ax?lYg=<^0iH)z~o6}UKsm)NJo(R)4{fGnB zFfa?hgj2vo!r_1(ltvlKvm>N*-TqAvDwn&lvJrUOY-vU%@nM}72o0P6rB=DywFny6 zx{m?U4T~^l)#Wa)Q@8H#N@r!Faw#KA1=49MeNSYXt1E>i*`!R`c~hbXbqQ#OMUXSX zlN3?jgIz4IurutZ<$N4-=e`x~ zqH%%FZ0!O~JPB2PK%}SOPf|cG)26J4-iwVvj2TLa)=}h7Mb)Vixh~&R*p0$bF_dXW zi&R_(@>XhF3*~{$yaqxr#5xJoZVD-nl5&ANdh8*YgO>4@QeX)`L_p%a@yl@S-6zOj zFxlR7WjEzwuL0)$MSePf8}y05XI5x;-eRvQC-Ad5evc&X?9t=q%w=@xocn6G?pOZh zZ2bbA<YuE$DLeWbmki3j%wpB@qeNv3S1GZZvOnsUI-{;SJZVr5F zzkARReB19oh=K3W{RgGZzjfUF2h;dU>_G$`;tEjQCGik@2l}u};vwvkc+euPAQy*S z5)Yk=0Hq*`5RFdM44_&T`ZD8DGMj>C@cZS|1&PW$9==P50pQ?Lq9E{5%~*+2nf7#q zNtz~Hl|n%Tg#th8`ManR^Q%{!x4=c&&S?;s#Sol*O%4Nhfbk1MoIpa2tpl`^tb~dW zaJj2(JfgA>4kFkjLG(yyZ>rkD!K>A?&kgd%LbVz({0SdqmbMJ75_XXwxamLdQQ5DG zJm@x^17kD$!nu@b$^+SJh{gFUDXF?O;d^@W?f7{@;CB9aj~`rXlEsOj@Ua8sGEep; zejG0@Vo|K=wJxWm4L{qXvg=EyB-zS|-Hkun2R{K+2GZ3`gX5H}*K)CvQ7LTZCkrZ!+| z!z#6*r$TeacdFDP999MYe1AsW$zhA|a)&H_V`P(*#~Or_7H-=~kzrbO%D| zzWvdC6{Y*8NB4Co-GPi3Uo5|GcD^U2dk4PgP`bZTeI%uOCx2E^y6?fq4yF4$_}HOz z-;a+SO80}+x1@AGTzyMq{r9VHN$Gy1ymLkA{&JveK8KPHUK3TV>Z?S}sZn-V9H+eE zXVZr4w(7RQC?+@{RN`qD^+hd#X4bMVp#w4}_Ge8SXJ72<&-n8M4XkMsp$H|EmNly< zHd;5_&bE(lx89$y#@SCEmgMwc968;%t=smFZ?H9Ku+gk?jF8bn<`?DIf7(s?&=>cf zq$wZy;@&6Ml#}sI`SxQa-UN}yo#iKfcT@T4VL*>%iFpx7Da%3{NI1WLin&7>|9m83 zEO)Ba?jXc%WkF$s} z-)TJo$tpp5`hXpLp8)9`NXJ1g(HCska&Ohr19xNj>5XE2W=qJ976(IBQi>5xVSoLO z7hrPGFJiWRLJkbYEwT#41f5Bv4JirB0_pYf<3SscaCo1tT1hy~yKO<|Lio*z@SAHg z|EinSFxVv@y?=BOz=NV)LF^sztYv4~HyZI@WD;4Cqa-}XQY$kVO|T+MSSvZa*r+5s zi?(g{sTaxwn-Z>x9~282d-;-_Sz#2QppuMVWs;>6_{W-QR3X}`8}Mpjr8IA?gX)dE zA&H0e`cMS}6@>MMWuPLWY1OzuMa?!mthccYA3UtL;o}sI6JWhj8K>B$^Qgr2ddpXl z3hI1gz zwk)Tl&1=ad{`P#cHK z@P`qeA(uJZx`Q8qeC$XLf?5EvtI2e~Ce*$;6C_7dLNBHf zQguw3X(TF=cB;KJP89=*L6cw%MEe*BgAC@RF%S_(6v$R7_^?eE-rmZ;!J#q+B90?6 zy2ONQjSGB~Lj$N5QRUStJz;=4P2F8=+HQlpY^A&+kC|?^Y81HC7wUS3wk{b?Gn3o@ z;XzCgKDkVE8aUVUUZ5eeG@y~p?HXtu*DK=KMUwrnDcVYJf|{L8vX9KQ+TExr1&j@*~VSP!0!OO7c68tX7sl;Z4x$Rl~v`?XG1d%nBqq$ghe zco49Tz=tGfsQw~xwZ+7>G;9Q#N!`^Jzfr{S>aMm3zVeGMN3?X&<*i_9TB_Vbco>9u zH(2637;hvvPrFAy{zH|$cMjhmvSf!1Qd-7z2~!az*#Qv>t5qB{OqbuQSGnsBUZnqu z3AzzAy8zz1hiWpM>LQS^$oj9VzbqpBSpgb5CFc&Rzbs;>S6!g4`o&+poPw!P$FZ?H zs8)>1HJxuc9n2#akzvq)g`{zT++TNY7@hRThyln&HsYTF(cO|Bs_joYy=sPf>o5Ll zE>*waAL-+O#sVj=()XB3AW|aA(*PUwly)WFa!NuN*p#pWDm-7l93pKiyX{r%1P0lq zO6LSe!9t8@#a1$~@vF&D^#CSSHM~B#Whl4wq0d1XXajn8hf4=Y;6+$W%Z6cJ!PtHO za@o@{-dea%C;&1!Xm`b?RpCjk-hyHgR=!TR7hTSniv%}qnC|s+jO`^DnRUhn*_WrW zA0#Isa(WeM2~MwS3x;Wse5xX`(F&gAJYZU0#~;hB1VJWXDBlY|`Zhqep7*vt733+p6nXZv3a;U%%a%yz%DoQv#y6?Tq%3^&B8 zZkkFz8I(FPNLoBiRidDx^%OFd_b&9_L)m})9vZ6^CFI@5_A2)kQTtAiB97u(Lhvxt3==`T{yFVSU|YBXj41jqSd zGD4t}j+EDhUhuw`g7$$gfoR0Oi>+n1%_wOGB2mc#i#eV;vkFH;wA!rUuqv=n{5M0K zM1jR86j&q$7IhU^G_Jr%mJsuL4u|6kES3U`eSyVQfqnC(vf<(jEcOK!`vUvA>C{9i zrL5ge{YeNOmNFv^I7XR;k5gvkXT&4ine=6L)!D+g2|HyLN`x-3HC)8|0e%2&EYhC$S8=s#P)<%BDC+24)`5F2AjH>*+=cO_Q z^!XY2{EU2lK6hL8y^r6rpOuPoy#KeSqU?G6it@p6J!Mq(lus)&>#jR9_y5VMGqbaO z%V}9{hDxv_L}g@jl$aPNPA!)GTV#@ex)U3tSB%jsW&#tYtWoy48RahHiG`zm;b2WH5ch7V}%M_%E3s3+3|zVrBH^&Ks9_G(HsghiqjjoLs=ZjQ_X*ppPUteqVlcADVMNcM!M z72Mdfg?@F5q70)l*!9aypD{vg^tLgZmi<6Pk0iF`m7a)l;bdQAWMY!YML))?$#BM< ztdMYH8G54TqzCu;Fjy>MFfJ_D8qsdBo^|3wd}NDF)G^>TL5OVvm6jliFxxSio4Qw@ zHBq(5UlH(%?8|2&cgpXvHPZP>C2BP8rYHU+nD`Sj;VIoW%}NEU$A8nxbNUlWkgN_w zY|Q&r2{ZtPsfSf(@}Aea@fK1tb&_@w2LcW9#`_*n!j-O*9_hT6%>2>LJm|i&q;AZY zmg73 ze`<%44Go;?k?XUz^+&e+CBkp>D-?q;DYByO7}pgxM_&Ot$7MEQxrC7MD?uQDyEA%% zUbE#1Ak$4B-r+K_B=r18kPG(l;`2N5z<9;Zuckq&Cc=BoFI_2jm(E2F8$A(dw6=9& zx!k)5xk8@EW&E9a9s4<8oR!!{W!G4n2!&(VCkb*90JSh3Py|Y3GcS=CYb3ka{PEUh zF2uDGW{!@jU|3>=s3b{=MzRRKdPBg&l8J_k!94XcwI#zT}2{Y#pbH3NKV;R-2bGyisWf^6-m`qB#+-!Bu}!d*!+ZD zMUvhB9P27Hs?I$kgqywI>p6t-oLCl%ZKg^f@VYuuc z?yQ{6A{260-!M=5h7jezzTpz_43(DsiL<~=JEnq**`Vu4YuTWqvMYRMTk+=8X~p+H z2V3#SPootd?*A=l#UDS7R(!bscdhtYYsHWDJ?pLb%hxxv2VF zBFi-aHdLUAP$(jyP((tv?p+UwIF?XEC^fa=U6lapgsZomUF>W#^LZLE8qGTLVaqvg&`~y_D>NCGAyW3I)@Mv9W!@ zX0;fYC42%EM#g!Tb@0GH z`OjY}=%*W}sjS{*k2bX%l*_KE>&HKx2qtdnsZS9o?DRyaFa)SiiWN>FZ7Ex?_S=;h$x3tlNR%d-m|XR&NjUq;H55o zwueVM`4W%!kXvz&%tRhF;hbO33ct%EP#G zhniQj)DXdZq&%#5Zq{%I%fr-tw>)fi9?^1#%EKP_KzZ2Pd9%#@v^<>Dd56iJYp39K zs0>MsQZc&K>A#G3{1A}fbJ6GHU}e`XQNL0tyDl_y1lnbe6l7Z_8;{PP_$8()eljA{ zj?n9kXExeQ@J6)-RhVq^WK6lTAI}#hIPU&qkbx}g)@9aYN3BRp$rC6&@5Nea&M?Bg zs($9dkm;M$@3pr4&!~5w+8{e>OMN)-HB9NTEU;+rv7^0!zLFpyBa4zeKSc^SeUlI* znax`!OOmMsui=Sy76sE?0Qf@ScHFy{2!>$9%r-M^;69L0e3yS0u-BPC3JtD+K}{<1 zqW_ssr)&iH0DV|9)oRhXQ?AiPtO+K(M3*MZi0xE(aPT|F zfZwquyQPIpTLTOl0QCXP)3DjFsARPI`JgAxt<`OJNOgRQ`UC`?`S9>8Gp6M}d;o}c z+1{q)Pu9+^xlq8cieRehqO9#z0wH;D&4t!T@S9(k-;kcIo$@4YVW00yOmO9-)jn(~ zt_cxxnVt38sE9VhjEel{7cXfj&SCr4}pSi>`2n5SMnv4L24U9h!)MCL7fX5JK~Fn(^5*9G)ko|5gA z7ImAVpYH+e`79zXBYVaoD9D2cHe{NjQTM%ey>-pn^_#Yj=_~WZsk|?kZ!f|2dF@&C8k1y|UtZF^T1XS;CKX!cuuXyS@ijgBvYy@Cj~bTJXRmG0np-6at-rdv)Z01Z%lbF7ywSno2Y>HOx7`x z&|)2H+DU0nRA$Te;tvEOQo!9B(4s4^$%)tuBO6hRu8F;$miR99B1`Mkzw=X`tcdIx zi(5f6JauW;DdJJIkjT8w(mqLXPZlsd{X`mGMgzT2l(W?y72g|ndFx^k>+*Vao`86Q z01(lVqy_H&);_|y=9H>0KUS)4lL~Yf4~v z*1>j10*^*w`j8k1n#rC-pN~axKi2K45~JKay3Jr_lDQIGHe?0`0uGu=hmJr%8;P}v zCvR%e){8NRbA8!A%n^7wI36h07zEV3=7r+LDF(Rrmh5Lv61v4?Q4;P6=1Y?Dx}DrH zl%=FeQzB23vag&gx|f-Rk4( zwuPP4R!eLF+r;S;QQA_1xKC`5{bGScvVsZ~TPvME{ml|@nwX?Mf*{Iong2Q!2p@wt zvU>7TH0W$lwHu`)k%T@PPwa-(JS{h@=8BWMVHFK2ATI=!r^6OZMpQjN-9&V z$_fitAd1n1{KAtpzuNv;UmTvc@a-ZxjoRBe4J zMI0Z|<18VJcuz20(_~?(D259wppU&=2w6gEKz_>V1syP^$kTvL7Dt`iH$NbbI_z&} z8O!)VK#YBVJNt6OhY^|#luVQRDyl>$)<8sWT9-Y~#G6gHm7a=`)jNxEsqYSKegNxy z?HBoFkNMMysl}p!ucouFzX+_2sis5Cl3Euq-X^PTx8eUjK*cPfc)hAGApq%|X z3g|f$xrVHrZIA^3iGCn>X*_Nq51hvW_*?IL>bFio9uk0hH&N;|5`EqCG0}hbd`$G; zJ|7eP{^w(&Kk$4^^j|+86MfC|G0_{IkBR=9=VPL;eLg1o#{7Ah=o_AoiT>zsYoh;^ z#9yKxRCZU2{RlVgEdFg%Nh7-}MVy{HHVWVveHunkH_Z|@*>TrXy{)X>-zOWfmn z5znaZTSNo2lkYkc4-_>94~>lnY&1|Lc#k@_pRqYzncr#}c-N~Rs)5S-R+Au5ov`9x zXXEn3aQY}V+)PI?m)ixzoJZVI0^BAVv1?0Ix-;juM%aWtV-LSI_ND z-L8ioRBoDk^q~hO%=;7ZtL?I|_TsZ-5?!2(<8U z8TaU#D!A8(O#2V)7lhb@h;76$u@-@B&6i)1C*t46>m(pA7g9lwZs1Bjeq>wEo zJA?Ai)SytQyNdD1DDBv}L|vkcN3^K5%x{YT6M{RQd<|Pf^a)4 zCkCs?5cu7{@^A+_o|WpNp*14`wrCCP91u``f(Jp&@8wKlzK0 zo^qerb`SJX>LTU(ME_&{z&Y@$i_nHAsV*6+W~--nQkJ^U%N?UUX!fS=OPxKKpL$aFDf#5{@H6ts=izOgE7R0%?|f>c?yk^g&=7&{8KIIY)TOkI{>@!6kL37WKpo{rCBkjrcTU?~Z|B54OIf!z|#1IG67KY5v z6dW=G^e+RIA_i%5UBkDRJd%;rf6SObcuw$RfBLB3gxlJx;{LniQmqc5ci&xxUfG|4 z<^8erqWfYxY_KrAj;`{LQ=QIyNkxGhhp zL@TzoNJPc#&j#+uaex8|!@$5ATu}rrT2(}Cew?$Sh(XE=v$yx>UhT8Z4V&_$rh8-r zlxpXs;glfE<8l*)wo?(ky-Gw=C~a(p@|$LnjbZN?*l20XV8b`C(Xs-Y1M$)~a%K@P zm8k7dtbN)9SDrFq@v0(edmGFZMP1%^ZJ9FcDcjCTNg2kuu9HaF zbUK^^2L@0jebOH{WwEXOPngu$_%)KU$j1MpfU;)oHAq=xYpt$`-uaYMcB!Q7k}73?Dk;0fr|c4+vP*o*E|HY|>C>o+?>bpkeAmgU;=7)5 z3ws8t;*(9*yHA#^cb_a-@0Mh}R5Mxl6Ig{m&qlKLYZI(CSITokE)ia;mCP4p5fODi zG_c{4R=Je92uQ&2=8@yagSX+;|4^jvu!B2Vc)e#czg#eAz<PE`477c_y1v9fwGpOkBErt?Rbn#Uvd?Y6dNwoz&NoicUkuq1Wot0$W}{bUp8 zAMxu>+$Qd3W7UGK>(IS$Wu9R7+C^6s(7MDHb_4K$rG6*7<|0a=09{yH0iAnj>eIAkTmoP?_y;O_}1-%`}bVG5v zp{gdGq%;{V9f&G1ZZDp1b@ss*P34qJ4xMLc8`+)Sc!%GeF1NrDMwusTmzi9E49jB1 zTei-r_OXWrd81?_dxQAPrhZ}4D@)Krw?80D(Cdw?&^o5Dn|3`!VSeM*^XOvCLGFIY z10u(GZhm!+fG8dfSLcSRBU>F|k+q9QSnX}UTc{q)MoM}CNC^}y4)4R^0v-YgJC8^E zadIXPzk@?r(A|qeS;~D|wM%3Haz=Lk_o=oQ_yXKj+#!wJ3lx^E_dKLr?Dl=*A?3tQ z$fenqGb*#u6LaVAyAS%@Ilv?2&Q=~FcXsh;esvDHvznemOHk+(QH(*oP$FgFjteV5b1_om zjK3}>O@XaZPm!Xb00#XKH!?Q%3h##gqBE45tI(9SxRCtaKZ~53`@w}COX6Zdm(ZI; z&>y}X`S$hb`wosre}J*r!G6H^(AMcK7P=qc9W>uTY^SK`5mkh%(%A}n<80w8!};$1 zPyJHmp{olvIwWa?F|8!~MUCH9)QPY#1Gtnl3Tq&Sn+R-LB5PJ>hhI=K33LbfrAzw_ zfLrKYR4(WF2^gkgC?UXEx&$|vKW=#?ZBoi1WzU_*dvicWLX4A`%)loy{wY2++{IAZ^>AO+mtJU#%3v{&A-$jpqq!*SlCu3zXZd{Gs-I5e3f5 z_she;Jz5@yo_qqY15X`M9nOjZXXSzNF!4MT)#0ota8|xq9;Th2H9fyYfwNLQxW_%J zNM>L(ol(~8jz42T3T|xwFYi=NXSYE1ILvNcR4RYlApM?C@>Y@EDI>41uar$!6yh#j z)I6paB0(*fr%^Qa4Mk1d0u%pr;?#easmCdQtWWhr+P2YtR+Cq%vttWHePN3h)5;sQ zh&yb;U;T&X5|T%7bTJ8%49f>X1^qm1j<#w>npOIZN@2)~2(M_mbUcLuXN2>x_Fs03 zrN13| zVoE8ogwWPXsHDVaasklw9prpw%=&g zbs4Y%8Ban1Jnm$64oa{X3O`dsw;1`KJvc?%qt9@JsD$)R-JP^5xfv^3n4gv3tU9 zm5dOWBZflMieJspRVYM0`8qBGr|_92 zog#V9VHcB{TL&eCj=$45>e_ZWRu8s)P+jIkVcYG0=U&hImBCipj$+$YQi+JQM$Tp* zd!@Gpz|L5W6lq|GiF4M>U0%XHsnS#3hS}#|C8$=DcA&+wRfXh3+Fr6Gn`DG^T`Kio z|I0nfW!cZ?rKDKKoA9&TjZ4PetuQ^NX<(IyQL`At9OUA(OQf z{df&^`%(Bpu#nw+RwuHOIP_P!pQY9;f7UjcH zVmsw;tU5PFy;#iPl+!EIANh)Qpw#&k8f)q301j@;9h4Le}9=!kTLj#oS+xt>HW~TpUUUki!u4_nw${zWBh@y}rdw*u8c z2uZGq@rVEp#6NU{7So0GT5hrtAv+}b3@R|LhlZnHbJU?XL%_k7Ww!2)sU!`4B{%Nw1=3~i~=$7LVx6HeF64ucK( zk@xznlII|^unhova^q&Ajj}dJGt}!U&R$ZqFn8;d7)OTVGbM&U$wqFCZd31Or)q<+ zl^g2TfxkQ%@9P!HXSU&d4IxmGXdR+=y~Ra1?>6c->0&Hb6mxdlc~0fNU~kd|MM1ad zB7U{7tw!@HGy;?_Hfb;Yx)EC}uh9uyz$)Y@w_ozq|PjAY1=~$p4W5knRvf&CHA9Zng&K= zSoLkxV0sPHZlS;JQ=Zu~vk$zStUUG`7-dAs7MsqH4Co(Ge-_TSlW0#SGDKP1won@< ziPIstd_}UHdqIiYFm}I3-t<%0NK6y|(5N@({i!dX*xiV$zWFlSPpKi;kV)e#b%>~f zG^UTG!A1=?dU@@neC?L)%Z~B26M1dv3=%1{joLTDO}a?^;q}_4od#+6suCWSja~|t zHW37CvJRp+Cbn%;wQVz@{a@t2xum-0;;w7pF^g$HLjp_D`1&B1h^Cj3P{D9p4Cm<((I7onCPuWu zvN1=E4)>8N1aIox$h_GCdvHXxv+X^pOyh?^ch;jtkK4NTUQ|zReMXL(HE36`jdTZ9 zn_OFTI~ke#&~xo)^ULJjhT6sC?&mIHpcA@WJ#M?)noVb!H~fL7L1cT}F8R*8P_Zv) z*a$`6vW;wek7sZev7cq56XyJ>lTTP9E}>kgsf^n`;bfX7@kZ{*Frv&a@Du{isNl6 z`&^!17-xPrzxdt!;x}}Dp;xsp(9mO~Jn3)q{KB`x-_0*hHoy4%b7X$;`QObiesks* zZ$FLs#l8Pk^NWqKX$m2?W8nz!ME0><8h==*g<|BG0Ff{ZODl@sS%caZx<^%o$K~hq zflfQB+Lbn12&B_IaWYs%Xo?Npw08DjodUI-z0CAPB9nb1?In91h z2oX&Fqf_uv4$bD(SUeFOMzKtiz%<$WD3pYv3^5Q zbMf*Ps50i&L=U^`fAyfs?z<4stkSu1Rgo-hDQEaO8MPX)^5e&kAFnNML3-cT=Bj4L z*3n}ZW0sptaFQk^`U9y`?j}6ryMLm{DZ3d)Fn6ob1FA1C7@IN4hg9|nf%*2e zv#%$q&--wOIt%R-z}q79NA#9i)uvcI)IOXBbIxPUDTYr6Cd?nbQm_YRvA$;C&G{6k zoyj)8xCB(EYfPZuqF3uTOQFBJ(6`f`<@hfH!PUZhHCP_bU(i2e!6m=UfANY}DmC^B ztFMF6?<+PG`nC@j0hLCz)vp}=X6yD1ul%Pe7u<2}hFAXYzd!H7Yd2W^%71ux<`*{b zch|oEwi`C#`b{7CY@ycyly$pPO9pyVc~m%xe|H2+0j8AyZ7BHXq_b_ylrq8C|(k7Oen%>ies$LKkec7$ot_jtya7ZN_9 zm7kzDp+{Okb?eP&=B;sJ6I=yr*bx}3g`;5Hy3KbgxBCNks_e$;;+@dztwXd^&7M@G zxplLNBZH%q{T7ZI1oGjij-v=i365eM)o@h95u^uPf+GmCxH^tt58@g)Vm}D41mYB3 z6Gv1AZ^5_38z}fj{!I^TE*VaaotGkqu-OLR$&G1JfZQuqy0O)lV}{}4E5w*6TPje# zxvE9r-FAKXT-9_&2KD9@RA}_?AG^NV(E7fYQyRYr~WoRoX@* zo4egdcByQ`Y%*Tp|J+;w>S!W1b{tA;C4)f$_pZGqP#-4Bf|EXYWS2~qW~gD&s}G&% z{kSbZ-{l>#%xwPTL$nZK6lv(O{_LuN1}O|ANt7uRtCXajePJN=&LF9`piaMIOgMoD z1L}hN$b0WmuI5a3+f)&w4@{R56C;_TA11(7KZJtZur?ggf1Gm+Vx(pZ?o_Yt)R$KS ze&+9D%DYsPyYeov=Ll1QYOxK)(@HJ2@k&v;g7p)LC!9E-8DRc8S7E=8jFf;tQ}@Wj z-&BGCH4+%y_Mn`I%2#KX4jPFIUBUxV7^qF4qSQb|$slBfs6>)`MS19mC~Lg?nQ&9m z?{`{CT+WC%zYCm^sX=WZ+c^#5*{B2A*W@s8W+@}tq8pCMKEiF;=LYdL!WE3gv9gI3 z4T_&%FKmH>O_21_JMZyP;)qIK81O=I#d6z&cJ?LQ&G(1HZLu1>b1$d$u%0N3m^#*yPDjDM^ zr0;i>QMZ;w(g&$-wTz`8+XCIW$i5qS^<*xtAZt@)hdUDEQ`3vVtV30c$ z&Ft^ziJ}ezh6p--NbV40M%-^>WI`WEK6ryp-{&nkQ609Qi{(yV?yUg=@eU|o6lbmm;M=z0n$Z*+wk)} zzK2j{tD_Nt?JFGCNp{BDr3B^2S;%@f~4vY}9SH zPM0hSC%eMmsUiTs37xvzG$u*l11(`8IG-(NA!!j)SxsA<2^hy3(czZAy49}=5ov@#a{Xy zFJR}3DoPH9mkb@}jDgmJZE}cbaA%g1fh>A){wW&1=o?sL1wz+FTNW3NaF%b_kQ0M0 zNGt=s?l!|i+p2+FGZ(xCT+I(=dR zJN|UMY+a;ly$px6T(g;hiwmL6N#&Wz<-wHlps&25ZIrKcj) zYvcBR33?~ka)y0w5i*z}A>>Ht(Tp+%66^Cy8HkeFVASbVPEmkS{9UHy3@2LH><$U( zYfuPVL&9_PY7v@LRJUpG1ER(OUL-iG-s)@!Yl5eX zI(+i(m#=$xhAL9p#I+e-_Nk#(W*`xvnoVspyY>$d5)`LRd9Ta{qNE$}z0PNsE=sxq zJ9WHaP3-gTnA3W(jS6M!64>+{a6fGrEVue%P-XjO%i<;$?rU7CajH@(21Tt>?lo`K z74Z`#JnSZqy0xQIE}mY8WuA10wevJOtQS3V z9oEz*F66TTnmD15&C@C5@Kl9tu6VpwT|9+y{^seGvweEy96srC{^n_vbN^U z^I5p}3FRC-opMf2RnEcVma}~d<$TZSmGcXpUO6XEx}5JhjdFhBGgr=M{#qv>{m;k* z2Uf(%sg+)9ALQ{u;Wi?1{Ur-rtz1R{v8d@Li`@;AcMDQ>|U6(Q}>k%=KJ7Ph8He z-;Cku%%@PuyHBr>`=0ILY4>Rq@)^%uAvd46kkj9o^>N=*DCe)AUO7*Gw%5mBKaFyp z^30WUrD3k zKH^WG;D*sjJBa3rr%`d5r>Z#3zkIxk)AJN6&eu+_;xwOL#c4k2iu1M8s5q@>uHuAG zT+YGcl=Fm&^EZ72ay`Kf^+|8|U(w?#_3g@tlDvJb+w?Xd3pXr6vOW2)1;L;vmLp$i^e#Y;y^!94HX6yPnl)iLbd} z(qh@NL$$LHG_A^Zy~f7;$I}$!)KPES9l)DznM)tXaLBxFmdV_ae|Z2*0W68#jXNGt z?si-RrT}Zday!c(`Ono&+}3YBAS8pV?Ka_f$KLX%{wvfZ`D#n~m6>lFSlL&2w+24< zAyXS}LxRj}*ajH7tg{W&jhP^WB7+)k%aW%&5>D7^oDukRQy@_tJ_K=|4^5L)>BU0e?JJn9Y&m&5-c7{IIPbgF8?B(~i-xm1aO*=} zM_Z6G-Z3??A%XY-P{$Np)iYrIx)>H4q4(Y(v?vkKR0wyEv~>6Es6tn!5Ma$H0gkJe zYg%)-zAI*^O?&@puB!86c!ld->Cd!yCh0oU6zA5iGbAv%tm{kz@X^cvmorz;~h>!0=2Y?hE5R9na>q#}x48NrQS>?8j-K8qmVTG}CffUkw0f@~5O#s~@3v;F* zWrwXAIXLG3TRl6l0`Ti6;u#jjCAx}8%EWEE>MqaJ4kw(r4@i2^tPch43U+6%0s%5L zM^VYN_#0>!f^DW;GMepr4H*Zb`K!g%L^x^M+aqN+y*RC0OW?T}3H|QTNc?#Ng1`fM zm_#(`l@k=P5UX2vG-?+n+cg&;Xyvvm*t0S#DQuv#zdZ|At&Lr2deVnx-D%J1r%Yhp ztgj4Kd*@mZ|FT>2BG^ph8q8jb=q16fd;io1Bh9rVWu9(VYrf#gGRgK$g}I^7f6Hct zAH@8@Uyv3nwpF+%x|QtKyz4GUUa{s23y$-@AAMm{_L(XEj%xc2=8$?cn}udV)wHRVm!Uw}~*za-f4l|Lt)>+H3H+CWq(db< z6&!u%1N*w+=ry+kcXzrAvK#oXhRhC~Lk*}lWOnMp;O{P71Y(~$%k0*o9JI?T2JQ5J zcW4_dq~j6jvcUX8YKU}7!eqg}t)Z#D-f3a~k|0r|3I(nVz4btChI)f!Q_Wik;1NS+ zRjzGsC&PNJPYQUvWAh|U*;g$Vb+s94B^aUAm)Z}gg|Sq>urZfg?~<$JSb}~@+v^Xo()~}Wj|klrwteEC}tMT z#cY9f*Sj+Bu|YvVD!-dw#J29yt#};*bAG|CABjs z3Oi`SkKK4vLjb>^F%&J942G%ts7=92YuUO@c4y~rKsGXlBB3A38yx*Q>&&&>= z2gRnSZO_QQdM>^>9OB{;e0 z3}L3uGDjeY1Dx(I&CRrE4t7mJ9+_^6*eh<++wYq zWfHvnrUvH8J$Q#H{`ox+ct}Jl24oBAC>F5i#?fnYHiAn~NrS1Pq-%46;Hb}f=du#3jk)c3g*D0)uD*GJ-1aS4RB0)p(Znn=(G;EnRS z)GxdT7w@9M7O=tus4zq34U=efiMYp*8KN%RkQtJb=!q*CwjtBx+3CS$BM-g(Uykhh z;Fmu;=W2X@{m75r`!~P*)RtS1T)q10H5a!$%X1y6*@wa+DcwL4aRUi+u1{cZiM?%6 z_qepE%PcQ)YhzGy4ytygoEAi5Az3?iC6g`U7ep?7SC#E!*P<>#AL?^vH@wrR;U z_|M|j<&D{^?a(3|w-rte*IX#2AdIv}Ly1l$e0IVqDdRl;1QX}Y^bUUz{oL|v76kl4 znPT@WZyDS9t=xIRQijpIPfvn$CyQEO&8BYab$gYY<+fp%A>Up<)>_wY@K!ARw59qa z^(1uB((&~q^z|ey86@bm(KqF1aDhPSJ6PPci&pl%mr>tN-oLL1WMJ-o|Il`)zIx|? z;~U0d_5&?QKQ*P(ME9LHQ`^L`tkyAlq7OaOsl3j&IFnt|miO#c*}G>A83p6T{$)C7ZO?{Z)^m z;qG-wMH4J1b&1rSW)b`N>c#B;L*b_B<*i8i|DbFIY*P!Cw`vHEbk!)Y2N#JKs=vFE zyN9Q|dwhz!C#SeOyBh7T|G-|x5g{hc5c`6W)mM*&AYu9hu zKDPR8UW3xj6Wz>6CZiBp?e<`_Z8!Gmeas9xRAo@;2qb-hTmPwjRkCHfAQs|be-0Au zJcQ3?R+Aa%plWx1$qS81up2y=js$Wr@k9^h6njGPXc8re?9NzbnA0R;&6tQ+ zV2UL#cu&4h;x(tVkE>%i7^VbNDAJDTAkcRW)5&#K$%&uS<>X5J!;qvvE+{k>DRr5% zHqra(Au}^?mNQbRW3j2z^zf z;?IIht;XPO1EP{>#+m&!g|S}OS+enxY}aejPNKRK#0svnYe%f^h$+==)2;h()h`Gu z5s_k>Rn@t{B3Hi18B8_VH)h%tVy$IMU{g5|%LlAxHbyJ*Q2Lc}c^E?Q5PgfEOs$VN z6Xj&8S{k~e*X&j9t1A1zd}`-nH{kBqq^zjf-LDaKRykRo!w`eBTWff?5IeAlNo=~V z8Vjv699whY<#MMY zsBU4;nH^jv;f~jq$`&Hb$hEY0$)D+{)-S`*h=@e z$wTH1xyGNJ2(@&W{@nqh@xzj**W@ijD=HGe>!5UDuf* zoY-dCohnXwGvoGkpTh>-BWAXkbWabCnAySWFcowjSvDd zL*^zUi<~W{yBL#BF(y)s5u?qxa;qs~*)v>cL>OSLktD3~f5!}{#~fdmzI>h(hgC z?5W$WIIgxwvHA||w)Q-=Te($o^AaQBI7MWGqlv8^4#e-H-HFcLM`v#h+$d0K`33?d z>@iyZq|TA`UjDWflY5n=IlF)*$IW9(9T;ODLIW7m)J_7F(Er*X6^YkC?`Uf}Yjso2 z`PZ**#pe9Q=dD}(ocQC#UVD)rYF!9BflwM}36Wo5F8oM-{^GHZnDfh%KKRE~eJ4Nv zGWP5PYJR#E=KTM2y$!B1aobE?J(|xT#zg(MOPlKXd&m!(^Kk{F<^|@0#qy&ace{*a z88Z&%0o?#D5E2Nu4~3IPndLpODIGO{;?xREFMG0kS^rE}ok6%X!J0=OgE6rqS7KYh z!PBh-PS^x;fdbvPnfL%FQ6U*a;6998{d*k!szRq9!}H8 zrlQv_HBw)*fPPx*PFYVdhK)GOPMpHyF9U*^YU_<}ZiE>GWw+h+XQe>K>)TyVdB>qY zn-RtX_7!1Pwz|bT~=!PgtEU_htXG%B4A5qbkHg zwS|wLrKP`yj&|dk1GMFwKTqugC=$Nfhtr7#eEo3>_fh@EiJTYV%c>9(!&EKq^5EV`XU z=`&rX0a-Sa7kxLgYUt5cKOKj850-rGq)Wb+B2Px2@sgiu`u&oxwN20JeBjI%ea-a3 zXr${~H7t6&VdGw5r`sccvsdUJy-tuvDxn4%ZG{;aCBLgpN1bt*Sm;B<@sKync|0eQ z5=qhN4c#OGr#V%(o8k}f@jF1Jy8h#La_$j!)qGl!exzopT@o%H3L}zmLD(>MQ;x(T zQU@{dCYo|*G})$}YO>Y+WD8E5Y;_ZqldbOjA)%=w>76E94f>&DT;a)vNd?J zB}NyMt;8eh)2HmiSCtHK=+Kb7SoOH4UC_U0RAQ zIwsq*mC07aWb2t=vXR%bRWn^Q*}D8>t1;9NCR=wklyt&0%V?Tq)tQ);6Re5&Ngn9C z&NEH;A2b0m0TryT?b8jE-3WzrgX}QLo<9by%7y@uiFFlRDv~(s-@!h_T45b4^p=?uA{y}*mSPUXB^MeVTvdm7Hu;fK2F%}5v8gWuN0XX$Ftyax@wjp=femmIs7h+qXXQT z*x&5PsJ{C(>=6aG6gwo32}jLRqrHH)j#Z3e4#c%#{Z}i%Yh!9<{$|b8kiTh6jWUzB zPPs_(w3#E;NgJ#NC^Oyp{?`K6o$iAhlNn&7zJ0JEGv5B1gTgdBU&Z-9nnSA5rG%21 zz2)lt!VcQ|uioznI|9;)t@y2`s5nP)hdi~yZut0qN88e(7_qP$`3r|}Nde82QauTB zwSZnXoK8Y^S&}%%|$9_)}>TU1l3-^h(efHz~$sPI7CG7uRV5kF{OyvC$Vc@vMFVfVoH%qbW&3af#h*>>gkR-_4N2T zH8Pr0w#9ncIj8;*JWX;){XWepyi2Ql+{?7IpHn<#rm%~?mAS|Q6&N%yv4%^xPrYni zQ*bBYmrXLUIkAn2GZWjkZQHi-i*4JsZQHh;Z2r6Zun${xPv5Rv{Z(~8_1AsRxrhBW zsTE52Kx`57@8EQewLG6|aIAuYvTNK6S1P&L#)kpT&2JI-Rt;D9JUY$b((HhZuyaH1 z#ILGkw>lhJYaU=+8D!cwFOAJM9a+SLo!Xf0+t%PdY^%l&r*N?*Teu>nb%3 zUM&i1;6V+az10PmKOsSAg@2XM#7Ai5b3<+RE}qcTJWhp#*xc@?E@G=MIvhsG)eIKJ z%*s%(Kj15AmG`%1ER0ZQX8@3e@=L{W7R^(SoE+Ty@<^xs#$q&#&%ZhzMF1%PoR#6J za}~vF1Gn_bAKU-l&J-N8@Y)M*pVtKET=E|8NeJdi4~A&Ss0=PI+7uvA(aZvdW~0hV zIV=G;Kr`Jcako%{whQ@)M!G`v&Mfphi)RbdPU;lWm|nT+*P<{PVc|hOGnx;$_&1Jc zC`+=g5YRSg)i(2O$tIDH$TfGivX1yS^8-3M@p{LiQGb%6fhfZ<$uiPb5YfDlQN@(l zk7!+l>`-u#o>xGR*X?O zGfg7)4V&m$Br28G`InIHOm93|XXUAVg`pnxUa~ydq^|%xcbx1t)A+aK&4H&lxKoII zmO*lLFLg3XVH2Vg_97-^kyQ}Fzk6>M`kJ_+eH^>Bg=m;WeU^nC&HV`Z_NRN7d^}$u!R$-JOl$afH!|{>W18|uf-_;!Z6=yI32DYQcK11r4)#n za?1PKr#89r&{5OCQ$AvlqN5l45rXS>;%W?waGXGQE%frnu&-Nwks@7}V5^qF8V`a_ zZ3kLOOP4@A`K(darXbV^2#Y0c9DM#Qyk2)% zdouxI@C!Z9E=`ZDrzVp}S_ZnZ?l{|GC{dE+#D4vm1kl~02PS~H(C8EG6URcq3`Ghc zwZmQ)cVm|E^Hbq$iI88v&uwa=AK6Zd~Skm_qVeO0}MRKc8^&v1?3j0T0|KI$?`$x?JZqIm`%3E zQOO65MUlX$sa0RSGPX7}2o4b%67uDCDAjLfZfPELAAbqwVm^zj{YYpn9sCTw1OmGv z)hLFcRd?>Fr>CMS%)@72HpA@G!hQ)eqW>~-AA=^q2FysR)X$ibTo7)5+>lT?q4SB8t@*WXu%u7 z5EOGUmLe4CdzACNkKmC-IP3O2eE9T=+T~VVt#w@dB|$hIq9Yh%jZXo$N5_Q^#3P7hG3@?C>cmV^&rPAox^oW zRul(3Z9D)WQktn)-&T8V_}J)dprhe)`be@ch-25!JRQ|$hjmahqSiZ}*e=ahB-ZH$ z5AE_V^J6OgZOwgHc8G*E{XJ#VVQ(h5CjHfr_#(;7s&f=e&qdneTt?e4kV|m8V;1sr zK;u+7q}X;ees@Z7>CyMT;_THalNp+*Lih`1Ks!{+%L6FfZqzd z{}S9y-{9W}C#^a*^k2xT*h;`D?ja48r`WLqGC9er(;Qc}b~avDD&Eux)IU+qJND7i z^9{9VgJ5Jcq6U-tfuiU@KC|Xg=idB!gvo6+yMN-Y#H6hR66Ad}japL(wENF$LYeQz zkL?d8wQA4CPNaPUR*=bkIS8A$KHc^BF*`>x5#}NwV0}&`#lUOVyU@XRz!{)$f4jx5 zJ?*H?*6fp3eh6Ww6YTG}Vqrk{o0^nEvGM=dhf>(*jozM{9*=dR+JHyF(#)eO7bC6CZ>l27M5G*r|&>k*O`JQlv>Nv8BrQbM%j)gutLSHx} z;_3)xdPUFP2c#+*D354x-2q|b?urvq^#&B{LfmO$pP=H}Lr1GsbxH#}T!EHcb!mUQ zb_2=q;`4~Fxl=;LVi)QlX-U^QQ|}Qi*Co<{yM8t6zk1bVs1=vvgnbBO17NEzYJE+S zBdSBhb~vsCpGno+pKV$*PhLw%pD^&xtKnHev=m*e3v6JN2mcI`*HJW~XNMZtHGexs zE|^e>oBn?4^-HPD@?v*jlZjrWS{h87g8I^;5F92=j<`F;i($2@1lM4I$;DmX`j%~(H!L{nLi?J6>VEUEa zO?LoWNgOtuAs9E?W7FiqSt?9#<;^ki%zl0z4P45HNfq=h{g-QizVa*tkc(`d+lXQ{ ziBV@S1vt!+>UvlUI{3?jZ7LwB(ap|Q!NMBJPEjDJVrg#`OGfA4kt7q zFOE!(0|sm?+BOSCBmzUx6sh`EE%A5koCP=Y#A&#-ECI$vWW+n56g7b`&x>?_1!@lksJY(doIm#MLRRj7Lo)ZP(d{t2Z z@Ru+{B1OOUXZt?v25mV`8re)U9M<6BO})d*aq!wjAhs_5#e!gsnSeiW#Vr1O8A>jN zYTGb%-eDM1!8d~rHkk#gtiqwsC7c@ zTh%f|w?;DZ+~PL=YrR(@*Q?rhnEpZX zUpF0lv|^lxrEO0%h<<^T_D@0p zxyh$iEc5GgPg*>FhflB&0-28VoavYI+iM&Q>6d~5yNk&3f0umBb%a2)k9oW*iu@6z zFdYg~=>OC?aBU}-)`n}@T(nw)#xQ{zWCMPmLd=q&w`rbY*5HrPgX}7XdSu1| zYbNRxzHm?*ri@Gr7q)ZC{bK1p8g5S1tX@mSvPmIcA$_6|E0a5LhDp&h)h=oOd8XVf zMkZQOr8b)eecre($!G3lZjL{SB3>yiou;0t*%X-BqE{Z{*E87NXdaKvjw?-Y#v6|KyhD=-+TY(cW`T+L|Di+?!B~GqK&(onF7q6Mfh!zH-VWC*r*%qF4c4hQ;e- z&$Ld9M(!!0=^lJ@dQm!aMJ5)_7@R%bKRtf|JHL{aCD`(TbB`W>7yC?Ecz#o|Kk}%@ zBy%uuO8p?nk_8dFfRP#cH7d2O%Rt#qntDhnRxTB;iWxI(9Q>M7OUNq#;fDk>_E1-F zsmB#<07QGsfsqF!MPKkF*x>0WfmSPHJVM7`5VG!t#3qHtQLgV5wb!FHEE8xVzMk48 zTx&oiG&w-z97oer<}`m+HIcEDJ;wzD_tIX32uu3gdY| zdoZFkpmvowqIE*#V)-^0DwZnh(~CJ{yY_c4x!@2xTm^ zzB^FFd>^oXbJB;jBv zfwG2ilusC`wVDNJ;S%md+!iDW#zD~LRl#E#nEdH2?e-P^LyhG$DzR8%w2$pH8ey?O zj(8VEFkv2=-5?KryY^CsBML}~rcZK#IBP+QkB)WU2enU^dHN^ZIX!+it1$7^zU#_EYv7N*fY zw>NG9R%{O`sOy(QX!MQZt3@@d2j%DtG*H)*=2ntF)e@@+>p5B;o!g;ql)cW!Zg#Pp*QoW0pVjzSe_4^4G@tIB&CjSxO(yLeRec z`4m^eZvMk0)2b9^jtBPuyK{Cx0DPMLEe2O6F%cqgy}y&5@RZb(y=6W&>0p$*S@mwZ zsSCKB6gd0Z~oA~K4m-l6##(?aOt-#=WVz5IOAk*3}R9X6n}&pp8i=V;r4AS>JIzpxJnr5Qw_*ka6nU`No6sv-u}zwv=HRCSh0Wa6 zI7oD8{O%x0F~&59i46&r0t8DcPwR$C)I=%;+2)AR7g=!LSvzc!zI%nr8Fq;MfXdjl^@JF?*H6PJNZOgUEDj9N{AvM$H8N*`s?AAmgd7Te(zC#tRm*3MrTPij!C*AeN* zIR6b7Pe$mTzrbgEUOi3KWpc4g&uC^$*>*i=$xz!-S-En&@@j0hx&scD$hgJd?>5o= z3p)VzW;H|7LLI6YGdLquiZwcMVl8F&Ld)1nRF@R^aT{oV^;xfgI<>KvhGk`pHJ;%} zO+?KI(`3F)vKx^2xMDO<^kG*cxgmy8l-l64Hnu#<*{G2Gqypmf;DDJ!jeNmc^jqJV zBDz#=#f=IRb|9v$N`3C|XR1q;Kx^B#x~7ER8W90DomrXi34aBCmHXf3cbOrfTgigw zZafNc+vjUq?`Po33+!+MqJ)utx6Zani&={}w@8f9O$mZC$qJvh^FVFOoSjv!;b&-% z^cw7Mk80{!B7rbX@X(|c+@E4+@JQ#6D`o+ZO`sJThR^bKCp=ui;&@npy@R@lug8#k zpFK4Q<1UqF7$w^X>&m`9Bh;{AoVX;}Y3OJV9|#;-u;xkVs31;!n5HDz9>qhq`Y+Sd z1O_#>`@Nj;(RIWqM)@@;zGMTPbsea-ir2RH?qQoU=*d7v&ws)-k5imIQ9E znUL%`{I615a%@=H5f3*OvnR1`bg+MIl{^l9v7p*Ms&@$Or1QKL5ij?j$g7EhwG*w2 zvU8v8#9-KiN@8F~}%~VAA9|Fi4jBIuIXz z86BtZdyhJEKukR?On(cff4aWwPYKQNd`gky901l(m|p1NhO#g)$vey((tiKdEJ=D$ zf^mW5Ll+UFG!Q=fRX>zTT3Z;5SxAGi^Zj?tImVGbArU$_)Hx`F+^-HFke16M zZG8Ncp#Fd_zBHuTS-I|IuY|Y8b?2haqD(~eEMEcq&pt$FxOM)kl>yLw!f`|-r#S?i zEUfH5BlZM3=e3fFL9`of;EI+>zH7Zr-nuQYL?iIDT$Jye{ecU#U4Z`U^)%G988z@& zkD<)Q0yD_xM5|2Pt2Rui=IcyCRzo%4dm`0wV~dcER3e&&Xha}QOVNXriTkhk_dRqQ zCj9E!y?1(A{9iJx!Y=`V$7mH34WiW69nFLJRg~ao2Q4HAW2-dcU9?dt%J*c`GxCjz zkzxY~NYm)G8!FY!eoOaU42&0=V7*mz`fow;sjiV8C3Il;shThRDlmg$* zc_XS9&Pq^qVDynbI`sTVQaZ%C;DtIoRBphStYX0|Srp=O%1G^NbzY>?vpw6HqG#U?L4iQRsXRaVRAfe6GcPXtaLl;CKekezII zlcwFD2+py408g6YoI#sKTp$V>orBT*%$0?BJ8Sr}wK+!sT2hlACBdACDH@?@OGv|I z%ftTdsr{&4Jy6c3Wr1ODccx(-;GRXT+T@*Q>mihSn4SBO-qeE9(JZ_r|F}L^=4$rY zul)Ep(f+x)o;%JrrMx);tZ)tYxmdZEy^ zALfOXQ6{sEN}th7^7bIr3v)Ujrt#|k_FxPJk%Ai#5VjSA^Wze}%78HxcuwE82AMZc zhCX@rbu}UX<>@;3et#p*@dQk)9AY3W*Qn&G1n=P92vzMbka#7kmjvh{q<$%5)1TD& z;OU8#Zwk?jOmm&43A*%G$``K6b1b7f2ovK@Adi@AJBQjnf78S`r1F$%SQ{vpY+xUM z5|hr%^|$Y-pX2r&07f~d`&IL1HKh@YxMojZr7qh#CO?))>}xjL6v3JFs19Yt?zc+# zPKg=jJReAvI%*z3OB8ictTxa^6^XMsz6q8nnOt*OA32%PoY<%VEKIr^w`~m#EaLqB z1QFQvjZ5T_^6@;z=9Exvf#y~Nx)sIQX2~Lo$7hF5%i!M?NoSB84OI;(QlW<+!AqvA zTSnt;=E3k0OPe%8*8TN_N;ZtU!->4-_L0wGv4o+2VenV|^K$~y%O-g|Z|HI-kihIc zGRVU>2j6_#%$Su_{VNhR+ZBONAb z14^s`uZr>lJ>Krio~$`%7qNMiBKO6{@?PtXUBFlOf4inbkCkEM2)4$<6w~4>u)d`D zz3|bu>%3J%7VQ6cV)IxAYP3XRhd|6Tbu&h7jYSR9k2`)3?DId$|B5IE5cMMDJwv^j zV(o|?z}esNe$AT1o4iC>;^PEG=IVt|oO8SAT%u;+iR-YudT#!`8hN3XGVrF4V|c+< z>%O>|bu;a4AA+RmbX&fqX_*+nh?^0A`n>oBIu3NBjum~ZmvmN$-U3UeSFQ%sI6-^j zJc1&h#Wh0zXZ1rjWt^4>`SnNRwudn9T5nHImuJmedv4Ss+!;Y{Wc%GvnVoA+i~O0) z7Zh1qS&Eigk1Du6TG#?PI8aiixfYm&sG>|*SL^8aG@P?eUr(w4{oWe`w~&zn!DH;| z7dvb3K0LuOiGY3Kno`Pb*|M((Du@UxXEC^k5D?PpPWDVv8i^C}751Qg^oKiY9@O39 z>Ikg%_ovvA`Au+w-=&P$cknr(?h~wiSHJGM_Ol2A)F(L%Yy37S!R08i$7339pGxC> z6ql{8;R63{77}T?;ZMC0a@7`(2n!*%${mZCHvxaO))aq_1{es;GL67; zYc&dz#46>nL(L*S^gMURXO19_1Xmv%s`pSH*cnV#*i9y|#zz28s`ag8# zxmK(d$ zk#)UcY-sVyYN$mOz+(7`fJ1J1B&|uK03?*Q^KGp?T8kw}qNvKE8zQ|V~yiPuGtFEuN z9i|LTrE4Jkmni(sk8fS0_&y9Y006eQwJefk^WWz^bIG%ML`tQT6 zB=cX0lW9?C8wHlqp>|78MF;86*eFHi^-T{KAyAL)zUYRDPKx1>1j9$U;&VCKG*E@W z5k+Bvy=PKSLtMbwqBHZ71ba1As#AajPed(XBslJ2KdFk`EJ(E5ylaWt#Vc+|7G?}< zX;*>vdf`WdD3-`=ABT5l4^QV$s^jCQszBPgXEhKB@crgU55gjTs7tW8^JmLzk~P() zA$+asTkgs4hXSdXFHmIiQ+mLPR6SvX!m{c#3Q}6-pB3Qh&QWDN6y%rB+5Bp3Z(&`7 zmgrj9{JIzG#pp{$j_j@ZPKwwz>*90KiDt+j2oeD<_>?X$h1LV8*S;hcK!O#3c!L11PlO@w z6RP?v_c0co1w$U@ZU%Q!h;=@>*HYGJ~ z`+iL&;sS5EL$9ehg*2F0hHSxS8Q}vSikUAv7$3OdG%2!`(13dg1HnPq@L(P%Rhh1` zPgkg3Q71P`2=`hXPpUTzT2t##QahO-&VHJ8_Q1n93`qjfBu`1sQDwkyfXOW5&B$V7 zJBZQABk4Y*m_Yr?%3(kd$Sd$#v6jL}W+Wr3)ec3?yLW>DD`wCsVH|g|;@0p^nOGabQ-+Ku*cTg%P5Kg408t7u%Yvf+>3gULk zvd-j2&@X`k)?j8SBjV5O%+xBm`3!JwmL0TXtCQ5T!VYtS&db05#@ngzj>+1uw$L~y z-*(kOnf#ku=8#{LNgKyYAbnbe!KijY+jn}E_@{l1#iO0vy>eTY!hQ->B)ub<$z873 z#i1aQZF&YewJ_UsZN%UN4ZR*-x*zYKQ5q1_M(=b}8#5!@M};LmV%$1K{Q0_EUpHIa z?SS{I+bx^(QoJYXz3)R8Go*{y_2xcBbL^rU-`NZT@{K(5tmvd@@DMr~Wyft;XpQ8p z?YGwG5Aps-C-M;FxK!Vr!T49t>^sH3kWoX2qunAw8R!gl z!AtEY1synSiY870lz~3qgqgpF!U6=Z#&kjxc@|iQLVM3S`6;J*)_u`Z)K_-n3SKjn zqv^b2@eVlB0rNnFbVto}!7D`Mw?CU;kL*w3Fzt=|1E%O5fO*toBwcas*(n9i)mEKP+?6#+-c>7} z?AZ#AEU-M`l=2Xoa7VJfMzAAq`~bF*w@D#K@t-<7yLX(|&Ux-g_vdh2)eM!JA2~qS z__tR`ty=^k`b(7X1F{=nlAb+Q!mQwy;5gZsmg^ROc}7Cr5!x>XMw@OEqT(YDRIKvR zC@k2;IP$YKI9xg+p&3pscup6V7fK%*p$YCz9~#S+u)p^jw`|&?O3EIU-)H9Zn;|eKSpz&#Yirm7*%g0ftkcoiO)*iFm&1F?Fd52&)F2smmUICZz&K zBih-fPfmXkqWqJTt`p&SyWtU~Uzef6SW=86Ev2F-$Rw)SOg8-VA#))3FJi zN8@z(Yq(tOpwYEBdB%s@Ft#p{E)H>d-9TG!#6wiG3hg7Oulx$ZJ1)A+DY`AlCeHEK zU`eB97p}wtW62#IpJn5BRNUVCr-+I9$WBO$j0voE5hCoAZYfftqtxh5)?4%la7H@(ib-HbMKc zul@4W3;IWK$sGqLw)xfmh~FGoPuXoh(iNhvIa4DtP1YZP6>as4Xh8n36WSes!akS zdMBct18(#a+32H{V}~3&v(-|xY-qh&5-(TD6%%D?cy8Ali?0LI*skTC36*YLC-+j$ zh`ZH+mSU%$#}td!GE@5Fj=Z##0nUn4T)a|s?4@!hVWcdARK2_P`k`T{e=iauO9bRa zrlf{Ud-NQoND6oIwre6V6!_=Wx@#1T+}%m6NFcehpsP#1;hvJJVwiWZ+X`;P2k_`1 zl!xJ#t=&cuvs0%PWnKS+N)c8e&pmkl!|?WMC=<1>{;_)&KFcygkU&@BS&i2Bp+?Zx z`m6MQqVrYRU!7qU)Q(%qkOZt~fHosxr;kI)wu1^13{5|)b%Ir=37Ixh^WUmxu2#Mt z0m~TA(8!P$E6~0 ze7GT%7*`wqv5S)|y0<`H7%>g8XJHUL9Vpez*x!KHE0K zW)w-Q@-QmmAT`bb>$ou*<1{}k&r@rx{YCUv!$6^rH93Ngd-ZNJKe83&eQ*$!}$t)M;e9j_a z$iiowfM5toz+W7Io7Kiy4iKjl6>1>5LvfuTC;wgiA+leDznOFr`%}DqqOB!ZIcRd5 z(q3#AGdldzQR$yJjsx&hj^KGKw?xatEOb)`r`!b7%KGsje@rDc3ZwKU(QFCXAWrFH zh;$iMiZWFSd*zzdKd6ZeRJe)st$9DTh!I*Kdb=ekXn&~WG>B|!ge7iQ0dI1%Fhu2wI6av2)MggD2FjIjW(QkTUwyH!QH71+P`M+(0_zLAB)WLSstX+3)Am zbK5tRYe47X90dNtq1faQfaSniX>PcTz5aPP5z_>%h_Puy-_v=8hmJ|R}3(?;>}y1(o`mik@{(C zM}t#dTW(eZrq`Kl;$N*^j%*bn+~B+U?T|xT0?K=}jMTTcKgeaIt{qW=9oHNj`C7pr zI&2La=S)cW_Y%revHE=%@_4sV;i(?LNZcwt`^YQEl~eLsR{v^Er*arkemAJ}x>x3D zr_|L#rK6chS2c$If6GpD=*e%pz}Kq88|YNfczJV@bxBa-i+{d+UFlY}5uK$(KPGq) zAdf@UM2F28^nd->yV0t>*=tq|n)Wqfpj$9xxc(9L{uA8rJ726~u%zvG>sR!$zM@*h z8Hoi0)zV%|r~O`I36;gH*|Lq<`nh!X?|?IPSfE!qtq49~1FecdUx)SB=(b&QP$>Jl z#*#9NSYY{)_p>Ga;l>GK2J1g%W9qP|0r&)k(A=8R#eM3WidBOlV~wr_nh`Mx7PqtZ zf4JqV2Fb@8Uu0W<;}`!cZ=lLi4jO!;NkmYKV5%l)o6QqRFhJ7%(EmkGi7;Qsnj0)4?tQvv z_Ay5b!Rb7nx%ETZXu2N=r0Vhd$*!%JoQl>QJZZM;Ztj{~0of|j{kxyTALbR)Z?#jB zzMotf3txD@-#yq%KRva_2zZ^O*gzD5P@oamf(zvkp3^2C$%~ZAm|C+@jS5wz)c4P?MKrJ@fu2 z887{`8`efEa(&(!(RJb2a94-&wQ7;|Fhr{ycUT|!>=@+hWc?yGdzX1aj6NMy-=6yH zwSxZp?1yYKwjHc2D0>#k*UI^;Ym)ej-v0*b z6M-MEpzv>22kuk3+J7Q$vJTxG*jY-v=yQ?n6wT-9a28&n8g~l0?`yufi_{qEHhPpY zq*Mi-gO*ERlRh(2=0lgwAts6Gc_t7(Vt722gYC~xmH0!q6b$cAV~;@L?-$upFm7#g zKben?&h6u)wUtK)RcxQb7i z^9fDeImUu4A2uLC+*_S7H**KbF@SF7LHyFpwjmxvzC&KdvG~`6R)&+Oju_E7Bmm5$ z=ann6>`p7zUBZ5e9nJUtBSDc0U%N4Gc81Tfcs(N&#}`bu7SvW7_%CpYS{RMwp>qYd zbUDr)CX<&H%1IP8;COb=^H`H{t)x4!7=-=9qJhOZ;ap}KoHZ=3ano!s_CpJ zfRp#8uoI8!Z)lOH#1;>xy1;U@>drt}i~UjxXJ`EL)cV z-xG#wVj5R*93pah`EqS~)>_OS$l#6r*wr^n8LJX~eaekG@PY|sQheub>8GZhdBRsl zW^u#j$AhHZiFpE(S(4Mj9dK$pIj_o(}dsz-dCJeO~P)YQ1qM{(3eG!&&<_{*g!;k z9a_3Ua552%4x~dILu&`5n7_aZN|ksp+7!LYN)ZPZY3cGtLSI7pq}}q@ z=Cw&(1*8%in!`fR+g4jcMl)Q)+wrnH_rvcwooZnlroW-v06kRimSu@r{f*k^XNfj3 zj}4$dHW%9~8DlEj$T~X9j{^|`sA_<(zdAO7qYO)AtO#8$B_PX21?HUob%F#pYXhcK zrt=666tJLLq(NgzEH#K=*aTEIxXOv+q*;@@w3(GUdmKdfy-ZA?mSszZX=WBJp)w_k z&CBvrGBKe&H?1RZ?ufe~6YwWnjccwa0S9&$Vwi19l9L&!?O@KuM7SzKHf4*&qJUgK z0o=nfwSv~i%Va&($WgQPz5IvR^%Sk$6|ky0u0p2Z_H&opdQ0J;74o&K=Vv7Cs&$wi z^-awWl2wh(9ZwY%@|6$fC8HopL9q(XIQ*4Jk4fow61EoiUs8Z%ak3!mOj6`6dU6*6 zw9DrTS<-+$VVnPTf;9g-8MWpoYwx9sNy(z~w@6gB2Ti8j<(ip2mj%WGrbayMP^7_V zQ{wRT@4H)s5DhqG9J}(@-u(?3Q25X&g$|?_%IKY9rrjPYR=n)E+IqPJJ0Dc0hO)wy zw|Qo;wHE1S(T>^u$XRAgo@{CAUS5*cSv4Oe_TbY6{UI z-&CI=2idqNG5;-gISuGRFEDG`2A6fG>C*UHga0jY&-^(+#a=-<`vqS=K!zd(@{MdAC4 zSx+^Tr~#JTa*zpMn(?rQGv9+k(hpg89EC}#)9OpsWWm)uob_u|(0 zpPs!Rx_+mFm#!c)Z^ZR1>X0`H#cjMWW%K66U+2Urk_uOXnP&@vm*F>5MaFE{# zPA!CUyO!|}E&o`8t{eAabM(-~_UP_C0%hcyL+AF6 z0kC~aSN;J%rRj}-3fKlH37>V3aD8KrUk488g3b%X#Wq0r*(u zjqXpOmvZb=YVwm#rs~=>XH>(r%ba(P!kWNvW?(}y;K_PzI3pYheU4ifb;xecn|-B| zvqvw|L3NFzqc^3{YhsQ&m=?xS7=^=3Mug__G_;WGXRf5Jgvk)A8BaigmqSN`iSTV# zlUZGZ&F{G`vAM2cX0bIH2C2BG1XSrcZz_q#P@@eu9Q7+9)zrB|DH+O3fq4bdckZMo zJ;KX&$@nixrn!gOhHJ+86RqOZs#)a#ZDULXpYrsL1d>aSQ#E!BhBe1->F|hx8~aV0 zXC#~FPS(XT=PETw$9XNRhRuJPBdZOQ%;cB7JR)jOSC#$zYs8aT?hufH(Y8g4gCj(_ z$xnn59wX#^Gv`!=T&BiiYYMcYLTeDzZw^tJvdME@>!R~P`NBOg7gcaT!;-7Nk|8t}Lc5_|DfTtYT4E4mPiJgCqRF?uwjesZJcc(dTXo+{qpoVPw zyat=N1RHiU{OI_nD0s8&9Hl{$Q8?vX`7BG2Mhxp0Z0na?nrwp0Ul}^EJ^{L~SVa+S z#W2@Q{bKK@N~Y7Npb5}s_$q~;6Y&!7!1LdX5*}>QYbM%jBS6ogto(G(7YG2GQVPYJ9EU2^Dx`+E$aUJ{BkV&~ z{1#l5;v)kEnN4km4C;-GNL@B_drR5OQ+V9BZ+1^Lp0Q81>Y2o+h99d7gl_XLQ(~X1 zlhRPDoG4JQ_HXsY^=EM%8BaHX$aQw|9xc7db#kI3;1d5EJz^sOhZ_DQKyET%3h%0P zt)E!9d}u08TyuTE&7Cn4Ux zj@SrOEWj@w(CZ5IitXpBV2cHn`X$c)#V9_ai;O%6_f1J^s4hD4kgUWHZbD0_!xv@- zafO$h;=HpEW)^aVm!0A~$z`O!rp~_QJxxvbZG9>8vwxXY_~-B`GxYC%WZ#GhVdnOT zT$2gku7TaXA>4_tl7lno*%=zfra~cc)_HATs9K+nyM0AgrVX$zM{FLw;5gnm5g^lY5u?JB>~o&Pv>4(+eWVD}K{un=hBA8;}%`?@L&he<~?n z!TGMC8xl)@p1I%*jGpo;_|b!=Is40P?|~uBS!W%ui2Q>%-wc7CkJ!fQ%ba7P-5yBR zDjrRB{^`pD0h(jI>iPP`>!{;brtyf{zMW5dPH}#L_Sx^S6`D+tZnd#uU+@XRpSR)2 zZ5_wk48TZkZ5!I_H?3Lvr)D|1I&kJs-)J%=)sfU1V2eo!DXzs&m(sPTB#1%mHKr?= zZhWv3ZzSfM#icGi0bRm~lpNzssYY`_A1M1HeL#lzi{=UXiQe=> zS*Z9ZE>&^=07Nr-j2&&$?=4)BK+^DYaho1w0 z(#NH3;9nIiT%zTgT&Ywn;WaIvc8Gog+(G=)m@#XQ8~9%0;q57C`7AFW@{hMEuD;;6 zqgPG>OG4N>2Hm?FlAN8|M#_2|hIRrAm-6gRCJJgthZplDh~wNTYrY9dEjVs&Q7 z?&tfVDEV&M98F-Ke(t&FAgK{tr~Ef&plajez^XiMgHdSPc`YzNmq}MohbsN^sN`H4Qhhz1aixfdYD3( za&Q^(K$QChCeoXya467y;jh=w19jUZdeaIf#Hyh}KJr|eCep`^-~AnjC`~ChFugq? zz;>OuB@6(<7#LzsRa0JoKy!Hw5obPYG6c(?H^DZ#qEQ1kr0bT*O8xyoA}KW9te{Z| zjncOc;Op4K0_3Uw`l~pHAf@w;mOn+-K8{b2H3wy$pvDb>Qxmf z&6*(H6<`C2BjWPZTa<0ks`*_c<=wC0iLtiaycc_TLQYKL&&`-^rOs}Zn%iztkkgmj zjpn;i)oX%O9S!Rhb{MZz)};@BbFa|Xu_7J9d)m%xcK0{;VmGQmr=)~A$6Cr`2Wm4L zT8)=>@#O;!(QsC zc)%g)RAmd)i(%43Ab^>H7VR5SjULc+2D1Xa_~SSI#S=Gw~JE7k!KOeDCQ; z@BHkhzx~wMN7gPD?|`FM=!a$i*NARKJGK8z%wo{Rh5++K8?ycKO}%4sW-GpKBU%oO9uMMpNF#M2GF_FQsm9{QdCR&fFtBk zNH|7>;IyPEXFB3I3RIiW14Fnk$h_~*O49U*z~2;T)wrSsp{-gav^BtiEn@uTHIh`{ zg>a+%+XVh?fT~1#@c6e0CVU%xP@5XvL)pTm{#qu`H{7LI%QOmzhyHS`X6$5LjdZlER51-k6K&X{gq%pzv}@ z)6NQttE-R6*B0|c?JVah+!~H58Px4bg~7d6sP|tz%lOYe1`nf1b!Z3M`WXgI*`VOPP4(B8nuPud z?ft|An0>n>9Cl7sn~pMP0uv5{(h(>tLux$XFh(;g&FU)Qur3IPohQ~44u@^N5p3}B zgu^Kl4%4pbV?0baoEC(`sUsW?zhHtdEH)oqJ70+``-GJ7n2BgHp`W`~w^9p#>{Zyc z<)!`9*;X${m{8IzCjxZ?Q(wpfw_6gkx!*CR+c87lF=b`PluMdmDlc|S zd8!>#@s0`WcF3r5$5hNo;djixZaFYD-Z8_D??kbS(qPk$Nnw}2?%Xn+E&Qk~fG+_x zS$G;u9@*!fd+xb}xz;0g_S1@-ZLgK9TJS^+0R}T%0t)wQfhw1@a}vDv>NPvqxrqwG zm?FUi|8GoD#v(aE*^m|j`zT?`47T;{1DqCXtQ=(*oQpBsvhE?FZ+SNu2_yam6v7Bi zk<;$Tx`zZ@1B=7?@GuOv?UQs7g`b{tKJC&BuTbhJ8;o|vB2YmfgUkl-)NXqCabW{} z;~SgGe)r+WnX_h=5Q`sp`1{}c*{*xOd`P^bDQ(&c?KkLWm05Q2UQZWBbfK`f&@XVI z^|tN$fBmtrT7Tj^V3!1QL@(z~2s)ldcL$kW#Y_U(AA6(jZGI<=kL@9s4ec3q0}{DmXCMBsXk05`9& ze_r{PV~!pjP(muQACqw)DUnA%ik#^_AU`Q^&A9Xu;HiRlk$h<5Vhw~fgiwaZ?g&M;t@g^_Smb zQF783E4aEH6wRMbeCv!;RQ}u(;VJ|Tvr1oAXh|!}xxlPER5-6*1mWuX@0WzDqLXYD zzO9I&JWPcebyA`3`0Td|D%9$gOv*}ttejs_+$KJw+whDE9gZrJdkSr}!T!?egf`y_Fp-dy~>)fL@&7!cNyL~U;UT6H^fIZ;Y4t+20mNId%FCS_L z&XA{mkC7$ZaBS%*6V|vAX9cH=kGRLSK_FWR`N>-;i6?eb(=^t{UgMqFjglo;aWA69 zEvkEJj6!xbC^%WE0Teu$1^a7+=VI4B&mP<*#~yXe#6Ok+ssHj1%b7Fg_dW(FmK4^b z*)M;?ja}fz?oB`d^<#I)kDY^Yhv0)>Sic*r<>gR*5eCJAD-moXXUM!x{^m+3 zd5{Cjg!&V6nWG$*DWm}eV=&PXkieD`c?Dp^6 zB{fE&Yp@oPmQWU%+Se8(*j3c-56aiaI*>z3}(Y|&uZQBncny3JYh=~^3 zu@79@1Qj~%@f2$cmp6qSLx#rxz6y>VwX*+tMRjaxQ}`QTuuZtKDeTq_cL{6ko(*@o zoEi9<5q*&Qi;FR}-7Ircd+g#60sT?NflLvxnE6q2LBh6~%R z$c`cRB!ne2wlo|m9V=-r`9;T!#M{e$dLmg|#7}SJ@}}fQ;O$70+&~TJv74v?KYE?W zPHa)c&VJ|+c-J<(_N+MKy^umE8zO@lEle)EJ9?L}sRK}Z>@J}{+&hz(mC*Ms&ApRcYX6=oBF36F^~m+|?XWQ}CU z-CBvPFuL4cCtV^|Xys}X+6%6<7yce8wCXA=SJS}&e?#NA4Ox~ZTs=>1r3tu^;J>pw z$mq9WD^_DPHt(aonPEK-3DOXF9-6@KudUEWg91um8B!rF$-uS!!Mzf?IF7&;kI7NE0+jEZ?#v$h)P7-m?b=W8 z=Xtza2H}|e169>)9e_S;4!RWSH`~6j-oe~`tx}?AskDQ{h)2nYm?)ZR+81DVH7D>2dX#`I zjyYpTMq6<(V#F*p*s9Slv!Tc@Xk#|yi3_7cI$lCAFe}h`eSR>^VEu1{tuN`V(hrz) zlp^{ROO25>W9ru%`S$)?@))@r;b{E(uo}!>5KK8vaaKcWFtUPy?oH57vst;{0&*dI z`W|6t*~6c{N9dnek^PyHa0AMAE9yu9+a>eRMk_-sv{jJ_GZVobVzGM#Z1xKBZGe*? zZR`JdO&Nv94FYyD0(3WG$laiT+?6I+PQln#M2neM8s%{G=7JYBQW9f;=!UizI#cO} zP4P>FlL)>zFcFeq_0MLFI}5j=yn$*yr*xVyE!S?Wce`=pJsd~<_{qBDeU%;wPue3B z_s09m&IsFnqrtZGO6-d*zAx^TK|;pFAB?jHgA?q*fx;dPC$a}awg(5iJs6huV8AYB z0DrXVY`u~Th~KTwB8B#k8e4_~Y#9!aWf%ZT;Z&Ak*kKulY#DC<$~|lu?s6)?7Flt2 zYR)W!!$7ySp=;jf9XRjJ0~_#GP)Vm`Pe&iKT(s>@Cbg)_{ldu6ZGHE0eRKv0V-)MY z%p_u6GF4ExK!Q0!Ff|E2GAkij6N)t_-PUWNC2WCsJh3(PGiXhxE8>h=^Rvmd26c{M z(He}*nY1ST`LyQA$+ZSMefq*%ll^>J^VH;8g9@8Tx8`8!I+wh`Y0er(#5fY5K7qLU z#uWOYk991QGYUi=J534U(Yfru8fI_S0;;KGm0O~u5&o$nY#5y>FgZw*+$$DeuioU6tv+c?F9Rc#5J9o}$?C6mib?IG&jwyQ)T%P;kA z4ImutR(Y_pshkFy4yj!<0==u4IhNudp^#EZ=lD)J6HMrh7Z8^Mr!eY5aYU*Y`$16F z#$gB&{5LHiN~e+{(}pXcB}AinKyx$XRKMC4dAv}N2$NiN6WjEvg#!I{X*0kV`l^M3 z>O+F1O|VhezN^S zCvUrMydd+@=>+r>#8#j(i(s1F@VI*nEV?6)x{E2^54UZ~pk6mESVE@%DSJy6y|r=S z%(AP{Pqaa@Z$U6s8u|yHC@mbFgHNP{pl9$YtaOV+M{Iks-I5`}0c1W^o+&Q3)H$4O zy?MN%>9O+p7xJ)LwGx{G#em9M1{zfT)UUG=BB`>ILqgbUSHd^$((fg^2=?7{kaO=T zpl7i0+xu@i=<3PX+qaU-N(4V9Y|jxWFCn9^#evY$Pe-XW&YxGL1m9LRPWnP(Y8+lI zTEUw}*(L-dK;Gpmqp4YuUNZ>49Q%o&Q)&bpF6E&_77RB_7R{2}EIGbe3eDnq!!62{ z5pzVil>Uv3T6zT?#B>0Aohvwl?D|keMePSl0k9JwzV34hzyKs0*A|h?6JMia6lGA$64Qvwte=V zX9UN3zgtJdsFa}kb8l}l=byVH-HM7dp2n?Qu=mU!ks%X|IyH~`K_W-U1{A2@y6+ib z=QAVXCOST{?-{N{q}&Vo0xu-pEA~O+>Ce5r6?(=!6FMI{_vIk1T}Uf~WUYX6-IV^% zgcnEX0N3V-CP#n^fU?-G`SLTuQkmw?-(JF;!R5-KFPkC4l2)!p9Eny_I}evP5e9Cz z;4m7^71;rn(X!AhYrp)A+XrOfmVU(1-)U6Ov&VyODUko&=!r#3ni;gOG|dcByc=eQ zfq@6C%m9=xvHox`Wl$5~6dh)!VVb6k4!eyuJ!T3WPBpz|nwhRYOcmub=7?sl=uaaL zu7GEW0>Ct!7hlnIIZJ}rg4amoQ(%7n-)Ei?w&Uf5(;I~SJpCp+e#-#kiDV(UI{VJ) zi@Opo?ut)V+?Bip#a*%9c+qJ}yE;xev9N1TIc88g_19Nm-!(!XdNaols5p))%UMsL zTD#vE?Fxhx@Q{6dMdmNKb^%Uq3V)s~7%zuM?Q?Rqt@&*ox977ZdIjgZv+66G!OU^5 zf^(NJ(T|a~=?S31w*K5jE)GljUg3qVGQhZKNF}ljm4-q~lp4{L#I%WuP<#|+c??%0 ziB?dU2(kocK;EKDI$>A0{%nI!geF)d6)29au$8csqx71zLgt?I&Q2fw;cNmnv%UY% z+u7RgJhGeZ?6bL%*Brf_8~J@jQLGPk2D@OXUHw(6KD1KbJd^cmguB!Soib~AsRvE@ z*6;7SOCJBH@x(Va&=y5|+uos*xP|L>f;-g4^hJpPR{=+6K7!H>QK-MQ&AzliQU zn|HMBfBwU>f7@Pv%Q?`l*p*B{&Qv$pq|C4B?d{ zyzN28)`lw=p9Tti?LHGPR`bN&8|4(~n(8oA@Y&w)lh`)7BZ{f*pr?K#lM_5X4XH1gV;&w)nXzx^C& z_q*x$WU|ppl!ez2_Y8$=!C~>~G|zfBTPf zK;!wZbD)uHK6URo;CS4A-#HK^{>1&<$ek_~c%8yXCT@RlB7M)Ge!)yR2ha=Sxut zkK9j}obHGWP`oRuqy>S?NjFtOLnxnXGaTOFgsdMwgT*EYCJod zMBctMbA9Ur$vdbl?g%Ys|+a zO*eh2)0zV;L}0p6lSpJ#l32C^lo>F9io_b6LLkzqnZlGQQw-2EY6ZCARNT8llg8}j zWvh~j*~_QDNcQriI;hFSgIb|3Z&awui_v?))6RhszMw9j;@&;0P?u*+I|tVDsU`#M z+%#}gohj{HRt{9erCCvhw|pGuTt%gg_f~n!dkfCFbUbf)&2;_$ z?7e-w6<2*Xy4ISPJ$ujI=L~Q#CppKu_DJ=h(9kOZB(!DG@Ya|nRqu0SZ~NTdPyNHs zKC~Z+)a$2JIWfed(iSakX^o0CHTW2nNAuXIQPH518Wj}{Dn|06QX3W9Jc=ffoA39x z*6i7b10g0DUt&ITX7-+$J!@vY{(j#V{5cOoMvP35|? zqLp@*EkgAkG-7K=&)oN)n#H5Tlvs*xANvgxRp2SZspBWx|Po& zU~*R9X%51RO>T7}ddEXnrm)2fPIHCSnL85}x=TX|=|X|6LVa?F)gd81}kF7LkM-+hB7ai_2< z5AVK%j;~{zcs5Pm%(&NC7{eVu!E2h0O}ClL+1;JoWvm0w6W!fhJ7-!~msed~UUhYO zy{pU5+^Rfub$RfZYoF{fXQp|~-5BfE=9*=MrL6_^T*o2X(kt=2$|fFLT(^Sw6bacz*V6ST~> z^sVS=I~1k_=Qo^%Z`!#W2+pJ?F^`rSwpG7`ZQItQT%~DSJzfaHeImptb4k%5ZaYz8 zROn+&<|RRj9y?#DiPVgMfQtCGeSVHyW4yYC9k|AL{Td5u*PzGSJOZXyL9wY=dh&6V zYsM!*Vnl#YgB$&7v;N*Wa=?Ad*1#C*HI!WMRwJKwX3h&(r?l?FC=`nz zo77pkKCdc$ME=i4N1NRnKkxs=Ze3ZseYgyHUHDyAR5D?QYc0 za`%>ZVz1rE-7Wp2(%gMUj>2A&yU)vBqZ_s3+4A0xQ)}a9TA249-OdkkAj#l z+a_e7qn^7_6w5g}K3B%d%P{wIdrdFo`(=jrU3d`f(thKZY$%E`=o%Iv1`q&BfN1&$ z5~@4}Cz$tmAizC+zd{lG?CathuVN?SxMmXi0_(@{f`c$_Fkow2?T&ovHc)U$AwKXa zxYs-Z%D90WjYICmA+a2Cw?8DxgDISLTR(l9a*2F@+<$KdFR=@Uq;kmiPs<^C@J4R@ zbpJ+n%ORB}#H&(M2+JF)cG)~n;=ByH160RdS9U}(EoKfx_z{Tu9CbE%jWBxrG8e>h&gf?NZ>z%Y`FE#S2Est%8 zg8^n~Wh$^K{~3Nmw3cj+0f~|sjltqjkiIWSLO(IN-%xUE28)FGUCApNIb@<&&I-5R zzxkz+HJiC$D_ipXTV3Oye@mW!LsmUQ_|vov)Bs~!5RXfWgY(0CX^5kHoLI2NHrZzF zQAG12+kYCBS43QiXUVOutp_48z4L88L+vo41d}mXmD`S}$!Pv!C%1-ThOBdbmS7bZ zQ#LEUJ0XfGoQl}YDyN+H$MUTnIXiFl$m4JI zv3#rFI6H6k8;`%$$MUV-d3N6FosYlO$MUV-b#~tBU5~%j$MUTnJv(pp=;Lqov3#rF zJUegon~%TM$MUUy_3XUWuRi`(AIrCT``LM`w?Ff$}KZ7e1-MUOkgxJ&Ik$c%J zHVr&6apaCGM{Z<^@CxC|{jG0b`S&}o{mRW3UXA_HRbP9>>p%XN`@Z$z|2KGYBma5h z_l~IIwuM2mRaCWYnXDC-cDrQ8q76Y`<~|T6_d5lW^fnrUSUdhCCw)}hanb6I_wlBS z_ZrDz(G$buUqsHztaKxy<_2PT+&9XR5*h&tp|Os8H8_!ejjH2_d5kKUgILW(ee)f$ zJLYR$Iptv@)TiZ?FJMWr}l$|G_|zkh@&EDFiN+4-8|N4&CJED)*08+@wZg)|IF zxsjkPH_naE_@tum9>qM}^f7Buh1*n;jfn`Y9_-;q9XH1vqbDkA4morz+P5-ddT zCR1U1wWJPNvu zs~hX%pdr>;Cf>%wLs285zD_=RS)f?6Gznl&iF9s@L@C_Ec1;D_jq0%7Xb`rm>#!$1 z2z!drlW!vODe|4hFG{h@FJ`gY8wQGX+e1mPpONx4inu>FhWfhwA%u4 z1J~GZ(Q#7peV@g@H}K!x{P!sT-T5oMUJnEm*mhtX!Pq>qp(pLgw$Mq~rb{*<^WWak zvyGmOdp)-`>H+^1*Yu|aRa9Kxwd#D0H{9x#G2VZ%=?a0{0F*#ohlQ#MdJB7Gy)oX5 zG2z8PrN)Iu*yqzab))c~6P)6cPRd1PcQ}L7&w++3cMl zMb0C#YSk7m>?-aw-QfG7E!PxAY*^@=%Gsfqah1v=hH(dG6VP7*#9<$a8j^VHtk}cs zWTtu2`Kmf!o#yf&>egDlWcP}_*tF3a|lV0(e=fGhy@t^GFC!A0oOzI~eO#I15`bQiZxcs5G z`eMIda4L65_lmbZ*(%_+inl&lzSZH|QU94c=4}qY)(2TNDx-F29e-+GnReK=i(CDs zEOanttTM$L#`$5wu9@qc{)Y`3JciX!Y#YV<7G}@3y~y*)a{Hh17E}S&<<`BZuia$xCX#U09Ge%YYMU+(2V$WD(!j9 zVbhUnl);FgB_OPX3smBr68D!{cqu%G#1!||b4W`8XnNEpBK?$zN@n7=92b>L;k1;T zr6lN88a4rps0qQ#gesX?weA;{%tTZ&lS(BsA)Ew(u@@DrL@>BTJ!*8kAFi*88nv#`QK4$xyXO$Ajo1*gW)>fQ3J8E0`%?hjUjLgI zg~YN5Ov2)gyh1R}rN58ZjU7|H;>*8ED7cLK6xil!y06#`m&2gJ9SJZt3Lbrj-gg_< zUq+@(#(E2;29|$CT?`zhErQo4mJUIHhz-pzRL_Aklg?=DkWQ;TA?xx?JV3^BQcI&lYi$p(LJq)Y|4X9(O&b4%M3pr*@Ml;niXVceE~yghhH zdFPq0qRyNGf-U6d$swbf0$7d9U~|5vlkx?}6#OOBQx^w^WV%dWQ1NLtmv+*2lJnv4 zN}2J{*VJ2g5=FkI!}`Nst-2T$^>Z6{6L{~)&0N~S`Ng%rEu@GTvq=ew8c$EIND}D8 z9%=EidhtI0h>Mr?Y8QJnig%kf=H*e{kPZu>LP)cT)feg^@AJ3n#EBCphT;F4mBt#` z{r$1)CQCSxYa3rWhUhff?D{etWBg0WsHxw9WvPvxJ9ZrwCPTHUm9gkng{DRi>P6=_U`*0lnRGu~V)n-c3f~WuBpn z^*0Z3`xw!c1^P~1(kuJH{$YofS+bch*J$sTU3_gwLMc(-Y`Pt;AhqjRQrFhWV(6j= zJ8@!s{Sb8h_wMk1dyHH>cZq4cd;XK}l2 znXMo6^!39@=bv)@@a=w_L;^sl`fOGFpSntn+NP$CpHRQg*Yt%6@kFJiZ&j7VqitS4 z&a>rR_sJO9*AvA&=$2N{d{A)z5)vq5_a~njt~l_E_3LqhG}oHaegc-J+AMHef-EN%r)q9r^FzX`W>F9?T%<9J>SDxYDFVQvC9*jJ%4}0&@GL`lEF9R-* z=$jI!)=DEr92K-!L%(8rxFHUHoW8iDLd+W})mqVK1@ljlSb8`yhGi(J1KgJNnl@ddG|f-F9ccp!eT# zazS_9*)Qn!J7+BDjd%77y8F%<3wq$r{*COtbFiStlj(Hf!mke}Oo6y}Q>ddYH%GF4 z%!9Q1%q9(2-H70W#gd(=zKWR|L6&)$jS&Bsz|sgp6Og@Tie{qMZTl>wsJ|eolMaZ! zJd2B{=7d>SiN0LcZDDF@TZpvCc-#caU=$2=3~q!@6oM1DUW?mjJYjb0GIxg)5obD{ zY$%hU=j0?7l&XCSzLeIHW}!-$Tr=Pr=XBc+jQeS=m|9` zB7+h)5$bs^T&FQ5&F{1U~mqb zH#B-8_^#Yk!>hw9x2GZU@L1#{dRWxZ9?F_k8S0b42>UF|dOj=lDd@^y#@RY5(=DwE zM{|qs$G{zybda=7a!`#|7Fid9L6OW|r_->IZWxdP8eEw&9m zxLnzTFh`$C$n}#c{_a<-UZs{sTYZjiin+)KRP=%e^5}(<@Y^lcqkCe1BKgC9YOw2d zJ~r{$!IW{eQuh@fwE_VYb}Mb(9-kW5W$Um~i`=Ki@d6|Fi6wY}k>Hae0WC#nt{0(4 zmxS(-`@W{6OW?UBW)d-bpF=iq1p5x-J%TPfDzaUl4N7j4+^D15Z zpNVP9auz!80-&Ki>$^(nyW-NU7GZ^~^r);Dg^R3#(Jn#^JFTnGrIiR$4#lHPU}+JykwX08QxG_`IYf{;fU)>s#iXQO z*V&Grz1X&79W(0kVYU*n>*3re@v25_0Jh;(jRP0IQ!>HI;QyyAL0W zea6J!&&jtET9aGRquNB3{kIA;A3ibu9qkoYJqN!zQ9A@9fGV!~O{#@jB%G$D(2>=k?i(6b= z_f#Le4-GQ^`rslaEMVq(-B9__7XcXayJN1H9EyxKK?O$_-zhnG`qE29;csGXi5T5W zyjTOUz$UIxQl?rRNLLh#ywMq6&z$ah#05_IL#rjs0Y5S57ZWR#wSxXp?(@oTYIkqg zH10pcX5{`oY(kpNZzk>|VKa4ih0R8PGjm@Ln@#tfu-WSWMDG4eQK)gMz%7dMO}Z&3W}nou4a0Ub9@7gixXL?6Za>dW}mSHUMmN23Ru(AKQfZm+r& zavU7hN>PUmxNpqHm5qG_mFjm%@%nSB+U1W@yl($;J|durL)8In%F8kHz(d*mwq^qV zih|CT#1Hc8GZVdhxGwFaG55Miz-dR5l2b2^wiD(a4~1MQW8*scvq9eTEKX%tFwd1y z`;W^~$XB)`$2KCfTQljR7Z>}V2q}yV|4vLeb6t!l#`I3$4&WTpqVLQ7wU#T*) z&8y4Cs?As1M*pyvUA1Z|>}j0tFcPI z%r;*^~;De^Qfp2Uq$c8APn zJ6G!Xx@Sor1*J9HaufZPUW8R! z@tKPVjE&r(q&DNgKg-HQ64^-7C8DCnKjXPgiXDcREOsmldS_7OO9o(o00+x7+0+ct z0sh0#TYUI;B(Q+Lv*U2?3~y1sw+6Zd1W zM1>;ag)(C4Rq?hJBvbjgP}h(H#-6c|KQ~gyFJ=s^c=K%e@BnaS`T|odjSk`a))I3h zCYY|oI_dRKlQ7+s57WJbK$jzNh$OuL>kwR;3fFs~hURh2Yi@hIH~b~& z4NrRAKfT`Y-?Y&$i~BHNYNIoEn~5Ds15?9jC3zu&zb`(rn9{NCgmP1x-H8+0W={iE zZNjt{z*ORVt;%$g6ngBZlN&zr?lOMOj^gk$1a24a+)>8&BMkd;8$bAw`otfNVdKXq z*8KM|sxQR<_ZY9!`$(CB2($TFW865Qes^p+5wqYmls;b}P~iM4edcWC-cSe=0>n{z zTOb6g)|Sa~^#pw6$t0szrm@90E-%yN>Kv)WgxK5Iox?Rcww{2LyW4l{OUivrQ5wP> ze%0-YNmFhW_qKz~yb?A2nAz6i6U&2WKlrU8U*YMqS+98QuSv2*7_@Sls9aPA1K&w? zzFD#xiPe|H9vRpZ(TA)QCWhof5`fi+v_*jvAX;Oa5YdI%V%k2gF%@q`meg(o1K#1&B`xtMQY zUXMHA0*4$yQ>sf-BdUAegbUM}?ohPSHdfmq zB=%C9SLv;eY-Kp1;q)ZvN>X_!tdHF;X&mAJw3=7DqNDw7M7Z0w)LnTec!k{zWwC9a zvxN|izuhD!x+bOF271$JU*oqj8PG~a+Ys2iEUBlpMS@#Tf`OH{t9#3tex64R5_?EI zLtM^tYhrS1VnK4?=ZLbr#4|$iYu+^h7aPtgbaC*lU#{Th+T9)YUNx*|p)=W|y_p-X zRP4UkHh_(=jpBpn*v3NjQUR1H+c2B4KT3<2L&QflfT!T$B{DZx&$SKox|9?;po1;e zJRGWuH;v$K;Bi$q!J6oHq%GnLpO9H#G?i_aEWeXI;2oGXW z7baNSH0E3h5FgZYzm~>k37oVFYlw_U0L8Zj?i_4F{tmDVApdpQ$B(l87B~o>yBmRo zwfw5UKO@Blp5_$f&#`x_E-9w6Uzh307-2XcU*+VaG%(cw2Ayq#@Y zMEAFA{wijCH))$#|0DkLv7J-=&vS8{BIr7@BOJ>C5}?84R^2O(Vm**yLYPdLmk1X& znJ}Ap?;a?kEe)j5iFCD{jX$$l3w?4N71p1(Ktxwin`@#ga?A?<%|+EQE9=56O*@;t zu#AXJ>Btgy04NZoc{{wm+x0izptbnI@1t*^3_kPh^)`rB_M;~>FZx4 z0Dy|fLnloUhXYO;j1BvIe_L-WUQM!I0S9ifsZ;tMXz3!GKj>`D5A66D5oMT zCo7SlC>(-jut>a&fW@ltStDgEN=}{`zD?u$<6>ah&r2Y*S6#@w6txVZPQ^7tx#ZUg zYu7-W?AiKdReb)L6sj_U{))tzK)Jh#_fmkqNV^B!H5z40%;erCdgW04cL9A>9^kuI zE=?T5#axc@n-Z&`1M;0fJVeqe7Q9ocVy%pyJEZ#03Dnzl59HAwNm|A~ zCxO;@)^9||*dx+2@KBkg{F)SoQ#JG;|w3k@J9SCSJ z#!%F(*f>7swph#XfFLmCOv7{Ru%Aw?ml92wKl0i67nFhN^n7YHux+9B3iMQkZK^&Tm#t}{-)3z) zFSh)uZMZ$21Ge|IUs3Mgl-u^Yuc+dCPUUy>DGmtOFdC6a00PM}DByW;k}x=m{TEU# zCn)a~=<4E?UNcPF^iqLxE8;w9l3DcpNp0`b>qx}W7LOBy8`s*9wGnWMJbq6-W&~;6 z9eLAXaMaLV+yQJK|A)iEQ9I=kTX*^+-UUz>O>%XZP=pzta#;z59S{9uk#XCTQrz`n zz1Fb0Ys_YfuNW)~l75JQOZzooH*uvbhFloM!$o8cZhCoXL?9rLLg_0b1k*Aiwmr{> zb4uUDeZY)V`b?}h1rkyU-VLjpUCaBXOreaEB9W(Tv|OQ!qsuPJH8qu70qvC+FISk4 znM*)aLQdet%N2kt5n?M8dwTJ56??o32s4a=-MHsYRqS5wV`95*xU)tA+EeX;K(n{n z1NrAb*t<3OxK(CC#|_>Hl_6NjN&I`*yciTeesa{5X1$c^3M7NE_(H2Ze7nCUL7w+i zdk;3myA8eD%qB61#7Z>mXeN}`3v2vdQ^pr#A|6`sF;g9hn8dI+%f;^g+w0}NHT>3h z5bLz6cyl^~1r|6b4QPFc_xM)H(p%#RFH?|wXW{OVIii`d3gGnFfL=E z_(AR9x~H}Pd_aT0Ni5dRU_0XZ?c$r~@h_F_*!2YBr1o7&A)N||m(rb}_mtD(aGIX! z9(m}fTP)qs&q#TX{$%An`moD;y9dG+ljR(bgJon_c_wiRy{I|hb$09=t3mIaBNT%< zj3yy0VAJBt5zr<;Ou;6ijU79L&0$;ES$1}DC7fI5EL5G+;7_}ZuIMTe>)41gti2*Q zi4(v!#r{?v`v17^KII1PNcl*&a&Na<&haETr#I%e#-=6yS9K{GKl2h?yU<-Z zAo>}t77Oy43s#9v$8=lN^IYB0GQRGNXrkMXddT~jq)un?qhBktc%?*>f=3o7U*2R| zoQ-%hnXCy!7xsMpx=3JiP4SX9#kR%to5tHWVnNM6?J~D=I7jRpb7-uZq*&dS+!5Cc z(CvYmDlxs{ckVx`?jK7o%=>ft9b<$lWYOG~#Xu$tjaXD-<_8!=4DB&Nm}V zImk?iz+{E@_CDd`eSTIn-(+PQ{GyE60Wte)%jpPQ!PD-*D-L)mm_1h=s6=66EID)A z5b>Rcm}%2~IIe4t#TcKx`UMC5V%uUNAjYK_IRe1T*IjH|+}3%J0n7brF^B@?`(hDK z-BXd^4`JqMRX6U#a3j7o&?a5%+L-RsL)WYBdDC!C6!5NO)#BP4x((2&tfCuY14A1x z6c@*y79zJ5*8heWwzO zWG9puAj?Y{6I61G!@td{Yis$Sc3ALGS_FbOpy>r_Uhywa#DpRk*jG26a(Y}a09Evg z&#s5@7k-rzN(DQShA0}gJGMLr4xY$w~oryB5XKnoyfsVy@RBPJH=Nv&(O0OU+g)@)pE00fp z<+}FD_24T{so>jx?IK6>o~NGt5=7R~-E>ATA$oLQLR4J;2w%ddA>zS-!FncF&`pXf zhH3GUr+_J%QA?;`p^CT7#se-sg}}bBNEsntYLsis`J&wHjKl(Bi3JD`iwvqhv%np? z*()$flGZCQO?@ONFloPR^?ZWJD=-cB1(?{yVB$8)$@Yhk@cW{->6sg%EId61JA%|>lhpdK`fo;W5U!x1xJiSSSsU_*LW^9 zb+L-up1}b~s9q_kUUAR^wkdgIXiy}4P3aopOG`jOSA;LUxeY-S0_ zM8ki&oW7+ALhR7#EHlX~x;;O>O%-4HO%FGx-F=@3);<*xOjks(ScqV1IuQ&}Nv7;7 z=)Qyo4B~5T{CR2FSkKV0*;I0vdm%#sT;{&OD(-~XD6AWO2(MTA#e2M#Zru{NlruA) zW7|HEzJ4YWn5sx%^{Cq*2`u*{uvvW)SnekU!3WdZYA!>h4kR$%Mhl*rO0pueWDDAs zGLP^iFb(pTu1H{0+V@T=6IrW0|3bJgA}1kqus^K@A8X{6R0v{_IO@O3qS$(Yw4Th1 zKNpn@bh}n=YEeWJ#`^CjWV#+v)VnSg&CID)`TuU1p&1+P&C?sLd8kHfszy6pYqZ8U zT1ga4Z?qCYjY~?iQ}B-gR5n{lETGvY(rkUIK!X2+%~r;hs@e8u*!9MnN#kvX#;ZJA z6VAajGf>iavwEm88*IECjzVROZ6l30wXrl_2-Gv-np!g{v-fqj(PJzu$8s!pC-fTr zT-k6_ddht+rw3t)hgw;S3W^~UtVO2HZU=ofd9EYgife_t8 z6OMhLLza0Vx`!sL(1iQ3JrdBQ2}=ylrrb&W{Jq-|SU8(-gV`?Ip;WU+r^}fs&#~=# zXit9gGQX0%yb8xXw;qnmswS-JJWjH9)BumuQ;b`_g)g%#+-1_Vo6>N}<18v3Cr^oI zY{JSnVN+{>vUU4!`b1vUvRQS=#%0Uq`&ATSmiLRekJ)RrykEr>?|`z1Z|pPwmK`o` zTXI&K{ngnin*IJq*z9jSZL|NPeGHm?W7?Rl{Fu$~bUQTr4p&%Jvu_MG`|LE$zByB~ zZ!)uHP>DBj&}*XuXuHj81a8*!{6FaenzsEXG7M!8-2rsYQU}m^xE(;P`O`t8dCJD$ zdDxA=G1&O?lN*0N*!c6R@i%IXzZFL9(D+-APUC0uLdz1h1+@3gYlW?hjv!v`g_x?h zjE3nHcWhR??&*?ZNW2QeLZ!S6L%U=I zr$O(UGV*8#Flaj(;Y1SPPjSe)PQ=NPcUV`YB#3axq#Q!+r=-}u&?kXok^E)*pk9Ey zxY)ywJUfjHVCVh%jG+6m(ft&<=4@_zi z#(Zr-F$ZcoR8}7;H62DN6^L%Z8$Iyg5Zj5uCv2(|WZ>_nA~I+wokf(?dopoynljRT z65=WrNk@}zLz4Lj>VAgy=WV8l63O>)P3K9(M?}{Y5XsD%ZpWtVm8YU0u~GEOytrF;Nl8l(~R`Vz@9?033H^FTesM217=peU zf(*LRl$gFO}IZ?M6RFxoznNPd_ zNc!?*y<{72r#GyulDNvzA9>VEyr=Yq}?3TKITGL$-}#AsTJDaJH%qPnN{{xOXUnb z^DQHa_^n0Qn2OM^0!0)WBBb)lTM{d-YOt zx0bZ+5yXeRfmnj(AhrrYzf5wOy4Z3KJR>|+6KEV!xBSLaDEwiyyGD!7l4!9TDEEL4 zy8j)Ay>^HpYGY9lQJtVZmk}Q;<3mWs9eKxLRb07@6Dqt7dP*Qv<|F8gB8>DyZPI)7 zYSDOIaYdDIMJY`65v`k>tqMBZ98i<>?1zB~X}he_xXmESE9wG~O)ljz0HyF5u$QjIlWE5P1rB ziM+x4lHE3PTakY&60};3XHkK0(h0K+eF!!dOH?(TFe}hq3qaBuF(E4k;(9HCLaOCz zkqmY7F!jXGr=r51%4nIoA3jqCu^&AXFEn-J@3Lnfw<*cP#ZoikH^C!@k6lWGnoo=} zT1Id{gSX|jTz!YcS*zIJZT<4eM1OJ54G)0-mIV;q;tKk=qQs1R7$uulu%^^#7L4hi zc{Xvwb;*Be^NBB5;tQ5Y!4fH0(l1ytP%y|U#VA-33dRY@PoZG>FKWRWKQje;O{^O= z0mrZ|6{$M~`9x?JCTv;oo|HUfgBTJRWFSAs{8d~d7`sdo{+2isg@`H1*>n(vsa!A^f6eXl+P)a#AX^mBoF-Fn@f9_xC~r|x{@ zsMj}Ma4OX68!tE=>h-ZRTA3!O}i;gyXl+ut9{dMg{J+c3#f`AO}iy`)~cHJtLsg>(Qn#` z6qDINQjrlzihLlcO#DaHLvf1sl+v_QY1*kYZN_Lb$ulBioA{=k`Zw6B$l+4UVqeQ3 z*ua#-VAGEKwTx*C-?W=m({4)Bjvu0yMN-Q$F@nsbmSr%|YfEu6uIL;@Rv z+H3d(ZMuF83EwDpN3Xk2xhLC5qEoNgeV=mOuy;N7#{3?JiMA+_sBQzcmNI_C98t=2 zl1PU0@MbrlhyGpcNJMc%KO6{7+mrsRj9)}$iXmgP*cbk(xCq*K!`fbrpaV}s+u z=hCsh@hsedZA75JCxUw%jn(;d4KsjBJYA$I8lPP^Rg)|RT6#<^j?F~P$a_q926EYQ zh8ywtf!Koz6#IqP>RFL@BncmIM8dJ9?r33hD#3Y}0GAlJ8&&*A>3zm(aA-ba%8d39 zz*Oe}k1paAyaKpuU^kAzuFPeZz@kyD<8kyGFz{}-5@_T+YKa+f8j2f?I0B!oDM2&R zE4Dn%QzoHj0)Pb&*Au3VvG$rf@9Vp+w5bab5BR89Z!w~4mUo*)NjunBEmX;J)sW>Y zWcRmy=K)nE-;kkG?~urMyan6@kNR@_f}4-1#vi(vlhpX5>1zDbe;Q+rJa08kML(K!6MxF` zLq#9_+2Th|45Oj}oLD7^uPRA=C6f3Pki=JmlK8jvWrk#m+?G-Chk|Gzt%6mT?Z)~T#Yj3ZX1L81E5z}SRH=BS)7>GA_K4fJi2Cc1od;_!!LAQn zHJf(Twr@_LY!d`-v-%_fr(u#XB)K%wU{aCS!J1+dOjP}s3|}^Y6=Dl$RzicP=6%pc=BkZ{Il7@& z>iLoCK7rh_0C9W*{%C@bm~c7AI|cXiFu22We0s#T-Ljr-_vb=w$T+m!NI+_}ZTkUb zVgftcXza735wzH2w}J5-nlJ^${YHD#QYm%6JS~U;kUZAHG;FB;%@Dt_L7Hv|M7R;B zx|tWd=+9Se%h?|59BOD%o0hkT$s#@!q{_16@=N2DF6nk0)PQpF$Rs$0D3!?}qa%ZL z;5GyNEe{|9qie7ecahcV2;L$ij>tADlm%4->aVtA^<+8QwKtS=Vu%T5xRNz?jx@z- zXVk7W+l_9J@x5s?yh=-uJx&g`blfeCz=(^Uf5Ds#uap_`3VbrIGfTp?q<+?0iK&hfnnia+gM@j*7zm1Ty9gAREEm=+Lf;Zrd-<1=nDt6CLB zpZr*w)=ZWiJeFZjZP`~2hcxKmGwENbgJ(kgB|3f-zJXh7gpMtIs;4~?T`MxgyQIii zA-K_=TPDOMbc40WmMt;MgzEy%kW0HAJfO}QJ)m`^;RDM059nEZK$$gX{D87Y^ni?1 znrROxe0sVEWKQ{jvVjL=mY8KZJ=vre!m_GA?8gWKWTG);yeA);s#h(9aawn_rBLb| z{JE$*7k`$Cy4i}ZD0x0OP1iK$m1bv*?iaE&T(ivp(b5x$p zy^@a)aM&0?^^%h-u(+(uCDA(!cJwAjvY! zAcCk~WArb6G$LdDABZ>QN_gx=xB*PZY*Kt^n1oqAUfOq}s^u<4?26pphrD=RU3}eX zFK%+T^%Vz{yTI)Q=bB3|Q#-Kcd=rTzOYLQFp2xW*;u zmts_^#ey7MWJkPfpn|xR_WC8oKdpv#&l0l}>KTd^lZg1Oz{0Bw_4Y_=Be1BL81zcw znF_@!|<1OT-dVm0{lTDrb6L&Q%l z1sXPUJIsJbsrG%5v1uR(;!&jaf!0So@F;dhnANZ_i2!Ty(vD0WP;Qaiex-kDZZAHt zZddpqw}oh76?QHPUD!D?{cwAxJf+?iY;AH-%xXyaND<~465S%IlQl&ORWo*jPDs8i z{&97w{R1}=TQL#<(N6p45oQ;j(>_qfq410}pHY8=cPdA4ge}ZZ=Vzg7#UH9|&61y) z#T!8bXo)+x!kifrLEii9R*%%QlYO94?Dd%u;s5Hn!O)p=%r!!_9_dzVXYJR{jPir? zDUE6r3m-~*h|CHVtgv)(_x#5fRPjLB6&6n^fbKv8bQd!C@%dn~Kq*zNtB+qepjSH(+>6=Br3Sm;qJFQ^rS zO}XOTr&T=x<5!ki-pJMwe^;T4RRL-5GhPw~5QI=PO&`_2B38n-kIRIZ%)rx@#2Fv9 zLQf&YNb{7w#vIx@>-ZddvuRPD{;(?W2?X*}qCojE@ zsf+9Ku0~^u!-MnD6c62+sSG~S9g1S!fz|Qlm};z2&%r-7dD-&@OK|k6FU?p20HRO2 zb8$D#dQ};Wlws?6)}Ra~ltEu7IKS(1*iA?o%*kc=eBZY$B%s7BXF~i}3$BI{ImAL6 zvN24tM)RX$)rSvm{n+dF{IAcgy_$`B)rqO^ZM)^lAKmg-o3GxoNDyD!gW#q9|Yi^449A-bLWulw?h-Hz^e zJG$2Gd~Uk8(}dR;HV?GbwEt1nuHxz&?;AMcDERHuQo`Y9c7=sv))5Wzn!o)DB@7`m zm#pak=AKs300K{wK`}uh5+P$4Q-*`L<_AKZSn-iIJ_zFym$>Wk3m6gZAJRq877;R* z7oANhI-5dtHm!-yqNb!GI-7dY*%Ts&XYelv5s|IuQoJj5r^y+=OFs6J|cs&RSv)LswFIU@f@dl^bQjcO=fP2iBhd3@G^!V7_aN?_~_^Zq|iho)|csTIp*F6=zwa34_ zumZ(w;9Ch|l6Yzr<$KssrWh5iFJUq6&zo0CSlB^vStO_ZH!G@Rmepl066?YCS^xr> zv`cb=Fzv{shSZcQS^itK+y1KC1!9Bec@uW7MNujBm`Ea$;$5bwq0q>HU_n3Tb?f6JdM_Db0)3XM6_lz zn-p&;Z0o13H9O?BX2k~MjI?HJU0#85oLXmg$j^k%TxYfs_~xE%{%GjT#&w<9_>6RB zW9rPNr`DN$Y)47RJNmu`qwhaH?9rFtXJ>w?M_=C_A0K^Z8h!uy=VbK# z=f_9ipPkY7m8Ttjzc*xtC3tlf#@~2AuygU?@Vj_m?Ypeo@*P+;@-o)}{&_X<%Fz3K z8G0Fy$`CRrB!rn`dzOs77-YBjkr~y$KiW?9M_Ynl7l(mnfsBe1VBAuMP)1vNg2-rV z+4&BPw%2Px`|b9lZBiR;`Ngg<+V0d;K8%>btXI9+c$>3l8f_E7OAL&*$Ege2Bp#?f z-afyk+W3NMeB*fAIR+S-9=Y7R3V>`pgGzoAV^9 z0`XP&p>dZk8x<#nQ-^9Wj%)&VmKhhs&+iY(ryp+Rm}dpG$Lg5N>O*oYLvrlHY(&fl z`PH`Z<|=f4Tv2b>XFTL)kLrRq9vE`t=|gV(lMK1d=|gT@A9CYr$c<}5Zd@O7DO4G*0Eklppkoz#qRUXce`*4j_&c=|N)rZ{d zjE3Cop%%RF_gGaQLPr|HskK6q5+}AuWNHc$2#QZUT^56>ECw6W$<9OceD87@xj58J z_>LReY2mDKIcv1rs3qVq3i$8aKAF*tPsS~#ZZq=z8^`*Q^GEaEKl0PQ_pfK-Eq5dm zR#g;`2q_>%nW#@tNw3hoahl1jN{~xyH1gBaYI#~x7#-$F+ofin#n{jgKxPAA!j>ex@<*{S#5qE8l8mT_SuB(LlPwJ*=^&St zdJ;1?2q$Gy*mo|2d2egJi7BMjM#KWO3zCkoNv_{HX1LL0IZSx#K~1|%=#|s=a`wf< zFV3!)WCUMXfn$w!pFnhJNloQUu%+4^)Eh9VrJj=!v&9zYuDUq9*bckHu;)YPZ=Yc2 zqH4wt;@h*K_W7lA?J%&X#?A_r(}=e#3wvn~)pr(Dz~#%Le;mj&ogQH>C`lI%$G|U^ z9Xleu@UYthxv<=LVxV!+TABMnM5aw<4aV8cQj(Y@DYfT?P<{ohr~~qQvD2`P%snKJ zr?(0DQ=l`?LXC)=hw67@;J+u!?Dnb&^2&j}H| zBKQJSVz0DxEK|ulo63)Iv`31LptmI}O6Yc}FQu76@Rdr;$RO>q& zscjs%$!UL6`%QQB$Q{Z((Z&K&qYRHBHB8rl+S*1N^4;1*FV~PWler*dcH$RPuTMu} zl@)L56%RBq#oy9R%*(C0%tn`8!ReMYf4;Sh#ijkvx0aEOpN;tpQLNGB0@HsPSTH^3kIU5=dn~gX{q;^ zk-H=RdY7;F{OR_k^23>>Q)Nj~P)xb##F{l%bfcVl#TZNT&-CT|PPT!@#MGKg15YHn zl+YJ~6c?a_CIG=*%Uc?;F%U3-BFrO{(Oqo>#26C+GtR9AJ;67|eEN%Q>_&R-hU)&c zU_Hp2@km8cU3R0@43VIg%BoHGRW1b*bFZ&e2P!Jg-S5Z!0U&aaTWG-hxV6k0cLTQ| zJ$Nm*Fs0eSExhk7@0Z7I+`aF+O9`;!Zf$R&4H{+Y>b=<@R8c#3;9W zv?pSS%3X`i5pM39+wDS^9f+KOyHH+PI zMLS_0(QyOV^NQ)EcKA~tQ?6OO^MX#~lvta69Uryukwf)T%fs9>H;zFZTZRry@4d;Tk zh6EIeHM3B4aIoU3V#YB~ zYO94f*a`mbfF_YK9M6hL|I7u5> zvy}^ZRQxA2LB#0d-v2S>j=qcRz9oQ~x7)cqOzl)V_s?9noAklPR)#G&VYVBdxvAT< zC`_;gTS5S#wfGP=uocmf5L=XaZ(@s2rnOw@{K2(7?@6God$3fN8lMO&1%_qXZDwQ_ z>dkTBsWQ!(I3}Peg&eQ6&2Gech9epQE{Smz^k+Di>EK+JaH%2Nh!7q&uNEf`PmSipi#)zNzdo0jRFU>46Y(cwc!RhUM!5HL9)oV<;=i6~75<5! z2#$d^-`|&nkLQV_WaJL-{Jbi@e-SC_rno5=YNQq>=1rbOy9o0R3NEOneR+kfFWk-V zMwgmVac78~?SF@GZN94;f>WW%9@F|ZoPc!NdSq|(a z+(S8@W=<-{(@eb_fm#?!@!v}&pJi1UJgYgBfV-plzeJUVb0so`>~is`dEj)}gw!l? z-9mi-=5c6@4rnJyYd4D>>(^I(mIFQ=cW4`>L9pmSQC*_DMF;tui97z$+q`y^mlKJnIr(vp>ot_|7@$TaOMY?C5icb$_bF4Xs86i(cNA|J2R)!s zsgbZxKJwW^UJVR;$HLytSO-ZcVO<%CqXEr`V@b($69+etD2U>B6Um>%Hj=xELB5Ja zj#(84=TAF|#D|Cr)k{Qy1dWR(M%u!g7Nggsi#K`qV&;wl&or^YoJ3IXY*E9xJNCLS zDL3M_{Oy;7zV=DKn5)40c3=f;g1<qxk!Q?+D$OrHvI|*YgdpU8zN$_Z*!)|)nlb2XXpdm7AKvongollj*rOQ z)L(Xq3_^_dN8;Ni@z;s4Rs3)X1Nq|rF;c1!Dy6=NhN~o|?mda)w_%G3?JaY@hVfBs zqw}>YlMD5)KqTlw&A<)?mrk6}8{O1#eeoD33hq}VXBh`}e~}!%cZr$(RN@myA(>Fxvz`uXlv+HoV@J%U+E24H(o&MKa9nyWZGc zX+SzRpucrx1t)oO&(Uk3p-mZ5&bkq7E;GhXg?qM9EK0G?!SPt_WKO;*)fmADqno;1 zk477=xxI1g)GSJ7FKSek?}--(;mC1Z$e7;QvaXo;bK z3^PW!^wz0;3T;{;hTC6(GbJYnwz;?uitkqFn{Dfvnts8q0TNh(yXpUkayp!X_<5ZF zux+x<(aU{6RAv{c#CDIq|2{-?Ab(W_Dntv*-8=PTm%pIHhF(toZZi#-MqBPfe zp!H>9D!N>;lYsP;_B~cm!(7?(AQs{%s?JdhmLaS5t*X9>A^xL%l-Np80qf1Z@3{{c znOmr*vrvt?cx{N0FOwMg0z`e@bDspw@q8Dt>v4PDbDxhfC!+PlNqWMol&Om^v8jvJ zZtPH&0y7h!xM<%(^A?)!Wt1Ol;63^eu#*Wwmy@wqKbxUYa9~H5iku*V(p79`p~}hx zKbGLff+`}-t>xFm$&9LV4gMOvhW!WPGmKx;{@2J2T&}X}C24M1Z#Ap=dQZ;;&P3l& zI$9b+Yk_0nt$H-npj=z*<=WyP*ETBmk~rB9?N|O-^qkz*D}SsgQZ_XOmajWL_251#o!g0{5yEpjt_;ESPKXI; z{NAzm2hBDu8PAFlI_1l%CF6YH&!+pvzZ!P6Gm0z z0`tq^SzP^ND4mtf%i@)8kL)n(+*-By_d13j+14ukQeck#v4ExJzgMPXXlr@5WmEWZ z@lv+AG-96E%!dxnvtv$F+K6?bi6dQ=qKT)-Svu`k7fVGFiG5Rws)B@OD%1ZkI#^`> zi!Z@sFqVoD*D6L_RgAc*81X>Ga9cijpK?!e*W&?x^L&-dGq%&Zl+hWxltQ|ci3--X z$ag6dJ$Hy*3i$q^SDC2wD(mERuBdvIW%4?4^0JwGl?8|ZEL0PvK|?pbSCO~I)dbra z2SBd061H;!5Bvv=9(p{}v|eRGdKIrwN1WuO42ec!_6l!Fs&p-T!h`bjP%HtT9j@?bwiPz3&UPG`a=qmD>m;}+s1LAY_|HADy!tFM2yNJ*a zYo(0mej`?|L{oaW=kEW)&8ql;V`4=6#0YMdN<8}4Ra|`b=?J(-)I`Ki%pKxkz;OEZ zLMr)6q<|=_Z!Z)bk^V97Ik&9`k9p6zH5oV47q`R`d7}#>I3lS9U1AtBa{=%=;jhJhHI zX%}(cm$M}i#5}6);+oHgcG1tI`gUQYUEIbV*+{#%jXkod)%l&z@B%Yco!|KkFB?=H zbNfVvkoL#iJ`vi5(_%PU^~&O>?z`e-p-NzS8y1L;k%+1SVZ{jBzN-E}p+^h86a_*b z4u=UMBsf|VBOJ48b*1|F2Gy1A<+N)Lb!f)-GeaHnqV>O|qx$t;r$s#m?&uH=_;RKMr8hpKsRnW)vgw@gg0dEbBP^qTkmr%tbV z-x!%*^S&|iuts$kRik;t(L6HIz*sJ0qZt?*&8f%6Gd?zX7{|u7F*mBlTph;TM?SuK z!Kgq%QzEb}K|2JU%>V^0_@8(J8V-)=fC|{Pm*&-?`bmuE<$?@+E>_vg)n$^Q7px<` zUMcPz>tqqW!g}nP1PzOSL-hHe0`MtNdY~6*c?*Tx_gxQJdN&dr5^I*o^O|@i zlw(>%kYm^06pj_&(%8-3APQsQMU0HCIHOHJy1OLPGQcre};iFo(|F$$UhNya9^ zsLy)Ep82`=$TjpL$-Egow%fSXzG`Zl_8z#^;@wX{0$23i0DMb?iZD`XISAgck4Z}W zZPE92yv)SUB&kW2Yca8~*&3>clA=)j?{j_Nd>Z79hZLWAj`Zs3e3Mn+j4w<-p$mf9l!K2QuV)_%HTB=uq>^3p1KXdR$_ierDm9O9Ig)r~k@mEtHd(RKwxw{g=1U>tQPxsI*D}#wG0f#{l z(<7wYCE+1$Z+b&COBNh(kaw|qjFc}uCUH=NE|q+w#)>;G>Y7Rf)8q&GR(+K=X*)n8 z)kLtBIehIM9Gk}{jGZN1-;vYQJ{{yh2`Fkqi{PSJB0o(&5yuEz$3HPCCkn&EgRm&S zXglT0F(#Cki~Lug{_a2UJH!yx z?mpaqw2|O9v)RAm&2A%n7J&L`JTa)M_QDj_9~Po-P)oTrxAB z?)&qn9W@P4hXsb20Z(TtJY8JF)5Uc>9q|ut>fjxK((O2Shd}9S22)YrkS8vKIUrRa zTzo}|2_lRXJj0^sVY24s+EnQs-D+^8lR$`9Mc4FUuO}g41z8G9 z?~O?t3SV6H97aHjcRi1*W5fjxjmfAr9+W5KSKGd3;dvSXN*Dn?h;W9S7KhXH^!wsr zqi(TaAl}z!$uMSu_3wH-_=}0~=1S$k1?QB(zgP0#R{+;V23|Z_{3v5sDisAB5jJSU zj1cTg8tW!pGEn6P{|_AXL`d^kR$n|8B3Kfq^05ytkO4v6dgI+@vIn+N(tUjzp7i;!(n`WyB-(?%eSPV- zD%-k3$+AhH8pZGPhqUk>Rq?fMdpfTvS!Hoj@axLosVlg4G*7t*J?;XffJ)oz8h=)* z7g;q~D$;8b*Sb_@a^RK-eon#ODRFnJ^<(bGdgJ-(${+s4g$jCNcd3iJKpk@)azbw$ z6PX(Hn>KQtUQa%DdecJniXZ;Pa*2GzPW>(%k9i2hRU&I9i$jgjzHinHL;)AWDI?pH zyGsc`^q3+b0TGEi!lrTehRvwI8N08C&BXm@*i7Abu;~~G;$^<8{LdJErTUjq{mUr1 zOm#pi2RIUAjKq$Vj~yZA^y#_51onUqCYviKyX{(>0)UNL|Ng}4-Z_hJ=l&He+8rDmDmD*yybq>tktYZCzM4?M@V zyBcZ`rf<6oa+au{aFyTia%j>fjwf=wc^K~z8^kWskK zMyo8L67I-72UNw9h-fhM0!kpYWI~Sx?p28pV#_9|RJ!J*{D6vHNM%l}6NC=10kNH6 z{i<&K)rGdv3RhKbKWz zewWkF$!-7E0p+#7Ko)RYzjZ*(S8Az}c$u53?;rp7YKNtVrvAC)v*V4zZlFmb{Hlf& z1dqg1$=)<454UL3;>0t=m-70A$omilp z_!9_%;oHXQ4j_oQ#1Tzm2xli)9w?jD-{1UbuU;DM(zbIQu$Gr}n)v-|H9%t%t2-@9%Pdq+ z^weZ_SWrw3T~w|6vwp8w$`?hUgQ|BT-jJl@NcvAy(_Ju%A}M(j{Yx+oMiM7g#s4RM zpef0p(&H>Eo1w=6a0;Nf_zJhr$Jfw^Aar-rDB`njq`2;>-mP;{$tE+ghO?skul=kl z-msM4EU-;C0)GxkSG2rcRWN?UA&bTRtI65_A~AzZD@8T@M- z?}K#UYx9p9j%-tXg%;T`qv&FE-o%5dC^oFGu6h8i_0 zB5Jszi3%DumA|M5Of)K%*hUGELV%z_X&aSlR1VfyW4f!g z^8H(jzZIIR(rGTy?af==oQt9PW;rcg{sn0Ze7Aul(Rqymy-4ceKpcMn19kV$wsmFH zJyCwT^5@%>AMrQ-JgTkb@j3Az1cW5)3j57(e9T9TrSkEM4w*d}cF~5qT*y4|Bg& zNnw@CsSOSLJqbfXbv++~@!K$W)V`yQzARx{$Y7DBu+J%OWzJtz204TC*Ouz$wDQI@ zC=pYDs3}sEE?jZ>JFZ;0dhOVX(JKnm_36(Vk@m*M0o(ocRd5PxCkp9Ei7*TG+nu>0 zbg}4tSK$}@PgY7H|MkO7=C}c!;IYOepT6`gGU;k_I!Gg0uOa6m#Db4X_ z>MHDf=&&=CYBFZkEzz0#(ZBV28R5^MHqb))VY*eLJBv=veGxPKqMuXZl0cP=9-$u;=G;^9I_f{&B%kt8s; z;$s~j(T)5TeC)T^zrGY&JMu2LOC8NFxSU-uZ3mW%19rj4QxO=egSD&dUDN2c49V0< zOs1{`rnLF=hBQeMSZ^jUL}r@{<XC%dYC@c0$-!Ra^=Y!ZY@^VF?Y8 zQ}qIJs={l+huB*g-wPC=Wqfb@*Zx^%!tWjVbdVj*cd>qyFJqgMx3NPV_;rjSUC)_y z6p~eBZ^A%2_3vC|nM+!drI-6%`l4nop0k-C<|YuNR~)ysWP!_@NFre<)>Rk75s4@z z{ENL56!g1vn}U!t=_vNQgbD>*oBqb1P%jd@dA~`H?N^6Ml2CJ5jIaKrWZ&>K+J!*Q zztrYud&v3udm-KjyiEubq~agPWK5Q6>`hH+p`<12@o?ujIiECWg;WcCmW*&;FC=V2 zjDU>J|2;#rYlA}Z%)r>?S%`Zm0tJiKDgELJN*0^(&sbNBKUxZm#f@1yIELYRg|! z#aQ;L2&pc3V&=#CT7Fw13%81l27YTI9GZ+7Y)f!nA(PVP%j-p88!s-9gV7yd5O?`$AJhiBmt9>1mO- zZ!UTJNYd(B_MK6H6Ld>mAWl;&owl@A?V}OF%gS}1uSNF0BcEf}9@RPa#_@CPc6G2( zeZRiyh7LFXaE_dh>9Ua)p>s?gkaodtnu-c_7s)Rjg8zLH)6mqtxczp?CqE)P7 zh=El*KGizZpTrMY?m1GKo3#CY5eT3!=5o2&t2XH39o$tRR~(j+++FvWs&y) zzMa1Ts~aNSX-UKB7>53^5q~P@7281?^_yH9!Q^%#aW> zL@^lYSKxWCI1zV-fi4*tr5LM_@m2u3qy5pPyQa_t*Ut7PQaZjNQaY|6kuNU^-ZSGj zYFz%qNw{#67VeT;f@s%99X5r*!8O)#YLA%nC5-(hHb=65yUL;$L+0V$D1LP;lsh?+ za^FmBvL*|pPnry7bBSJFRQ&CgW$CEPNU>k{B(w5kdfCu&08Bu$zmDHo{ z_5JQG4=Xz+q)Y>{5sJnl-EEOOBQTQXA$PxY13*S0UEVsc(V=$ruZWxyr%UI@7=>)M zzD!`%by6$n-=l9KEW029d6OK2FB1|sZ@ag87K`6e_Q5|_HNWD$;iwC%6Q+HjVojXG71_gt8!46XsY=nQoXSqfIYXdf zIRp=ynM<2_A{k|bZGZ0-_%lP*kt3gV4UdeuFOKVy77~WUF||GqBGrMkxY{MbZaSz6 z3Kp$dv!^79G9CE1S>UzZGM7k$icCZmnWzI7JSTxkoL2l@SCPg8wLPby_%RSED8Eg< zBT9-l4FGSMAv^9A1j6U3uIPA17pILkv4(!Te2_ck$Ko%_(D9qE3WOJwJybO+%tt^= zfAF>mncj#2x6q^tm^S-yPs8;)azylt3$33$L|F9fY^w}579Hk01L-qOosNG1XA}OP5g=J}$->9%m@!zdri<7M&4YA58a$r2GKJ zf8oXw85{1z@T3UC>$)%qR&_b{b!`(tIdAXY-)Y&CDIrqVu(MxtsfPM8xL|WDrL+s}<~$S#7M(T}fAJ|LnKERGXAc7WU~Oc$@v0LJSeUR0NEa zpVmfj$4vN4cu>7v7<~&I2)(*z?E5{Xk~!OU3(^`U4&3FI*hJ86Ddoah;w8u%`qx6c5+G5!ebZXvmsGb zbZAsy+f;tXHv-!xA&-V^n~7h4hp=rX(I;dA+omK#V_GZ8HcM*I&m`r-RGG+OT0Jm_ zX;q++sss3|2%uuHWxsx!q-W&)B$Kuo7I?O=BlBSt@+VCT~XH?;-?z{8ZW)_(kXoZGMSbR zv4LE~tob9@L5AHU%F$m7n@0d-7vZ)5y*|L^QFE30sx}o_r2@#^hzVI2h#H0j$89c( zdp%x}kTCEYg23mFS!6)+&uRw}UoJKv^#k^-{UxqL0So>bLUr2v4upB4pxk;Yr7nS89v^T+N!u!iw^`Ch+!_q|9@;66F;mNmIGc!E~wa!+s}$;go4I%3`uC{rVu zZB$+_w*`aP1o&imV9=|G=cgt#s&$zgaw%CVsDBKEJ#nk9UaKw((oy*Oe*;q?<{W=? z-7CbW(9ug6^y{w)?5ekhw2#gnldTm<@z{le*rn|9lf_u|f{0W}2F3}GBRTQcec*ly zSOR{PfMhLYSD)QAAjeBd!do@aMPD#nk|7|~SoScY_TUqr_#5$jOg=v}<1$u)7*Hy? zXL`hJuaLxWeEwn<^B1wEa9P~0FQQj!n{G8RD?up%!=8#u2C40uf@O3WV*dptwl=7t z5#5ti%X&-rLt6ytioza{+7i=18ed)4x*_Y|olPJj$_iZDyR@Xu(Pkp8*)*X$8wTCk zuZ4S7NX=$bMyw9B5AZs|K}(e+pi2vFub2jrWxM-=W>ymsq;lF9oidSo;5aY$!=er= z^URnobGyq8ZW=UHI(yvw!15rVtE@&n`if8D9yjUQ<8o!Qcb|nl$Ml5B!5LXNVO)yz z1kufh*xDxD-6D#BjD00^>Wy79rS$6g=*PQWhwB!Iv?^3}QwfZfsn)oB#KTrw; zJ{!Deo#+IPpRVC(Zp&Y8UQ0XU+p4uN`nmNSp8Ed&r|wmqJ09Er>!0m^>epR&=y~dY z!E}M6&U9ZmbNoj?{^S42TqIG`nWuUKZ)$J5FV#wEVRdOid5Oaa(T#CojxRsYe7H^~ z+^1?UekR=3o4YgNcHA5?;TRq`%=|=!JU}el!|+QTEJv|_{}jbwLDK!Gy^%u(Rg}Hs z9OTY%DeFJHG{uQG9iVWv+COQd-`<6tl#0El(3^_HZ~xkt_Av)H@%!HWo+px}lukkl z_qj4vJGEvmhQ{fpeli_!zu9@Iu{HL|owiPQ@ybFoK+@A3}4E^`p zCwsz$AK;bvpq&07FMEIRyUKNi?s{mPlpTJ`sZE$Fkg<4#G4B;e500Rh`@MQuyMvCj z2M&5~=@34|SEGIHY{{m@PA?p4|DW+N=I$xv?mZF@(~!o8B;3xm6=n|du-dsG_m9QH zo{$qrPy4@vpS~7E9k4vwul_|Rk=U<#=N9F)-8hU!v^Os<-%e7yzG0?}rk9meMdJri zK;tGR)hbX`sgBXYSw{E_A`Movzncs@5NyXB3M)dP#;>?@Ut+iY9%h|8zm$ceo&URv zBTYsO0-DiJgkHN_6ftv^_Bi2!rT?HFUl6!}cg+xNIv7m zh1j43*rmrz6RwD}#;d;gr^hxk0hHZf3X?rtNL}0W_02KGQ^|mCu=9>EEHKQtOk3b7 zl;^;%v5jTTWlM$#W%v3L>38*^f`4K@{bZ?3&ouCc)nTw3k?8C3 z{Vn^+Mw97DIaLtx!d!|%3V}ie`_BP!Z1lRR>p-YBb>T@Xi@}A@sw+AM$7Riv;CGD6 zFI*h0=}HwRx|6OdrY;=4%1!ND{PruxP1{p3?I#Od-3_>@Le0b@IFyWV9jyw*N(P70fX*UQ>L`V+IQZVByKhH4-_ z(sq-?>65qd9vJwnc;!xL!zu04HtFTTwK|EIq@G9uh;^sWO~&LjIaCbWa)`BS^nx6- zP3|ma8!O>Td(WAU_zFvkc&4d|Qh`MLf{Uaf^FPw0ip)(ZQ=O_Ep{rmMm!$Lv$Rgt^ zeA{0pRViT$R*^EUKd8T3QGZW=^DC=w-$L?sQ}a7+-y-mV{Vv)j7u7@~9ztt|>=he2 zO7981y;m$Ey&sFNI{`R|GDLxl;LPdBPLu5pyLKTRTqarIk{2@&Fuh?HFN)QEuoXYc zyolEfksa~%rqTPG2Jf%zDFoMX{rD0;ucG>X0r=FHiL2}Ii)as{h{Lgn9}RNDdv)ac zPe#nvEULLBLCsB^S&7$vOzC8EZSW`0M@S$kfHZWhmeF;FP% zXSDFnFkRvz1o#G93$^{&aG@HKJK>do{M*}+A<39^ z5@T?K5`#NH@C{Epg2>ww|M7ztGxE0Pmp?c_o}f$ zda>QGG=Np0ren_S@C@!qTJV2aI>CgFZuF{4FSQ>VJ{eK!Cmq9eA;1g!ZSTeqF}!m> zwT;-mNg1=k>rD}&t}wp)ku#laf+SPFa?k*EGBH4%95g_k1UbkUpw41|I=-Fs5CQ7V z-GTOTb;vq(xTCucF0t3035P+bMRtfn@-JMLxR1HJ{p%%l-BBU}fyW+g1i zrLH!36MC5%BzonTzWlaFcPhUf|GeCOV;>3DvW%x6{*(m)Twl7iI zAdu-AXMFZjzh)=8GE{+-Or=_O&;M6U>?7waLV5`BnF|0w}|^ro6V1;LE>k z=!p+D(EQTOyC(FbDjlZB*ISvq#wz~U8UwYd5Q41M^7jV(T@5HNbdzJ$D=>qs)vdBo zk%YLK>yZh9mX`v32VVF z#HIe0Jv)_MH5)?@-C^sGb}E0jbcZ@yzv|cHlI|?h8XF>UeI%M;gcucO_nmF7(Gam< zjD~d=pm{YE8unpTLhe1T+V;sM%^u2N;3A@D>d68#>O|$MtBP5uVkTA0SjDQVolAOt z#%Aln>5E?8gMCNfyiJJz6B}m>bQ*(*lvi3_fs@G^45vw%=y0k=vz3Cd=g|ySaau9GA8H@&7_VP1Q zQ3i`eT#q9D{cE@rKntaU1=1Yy3l*Qfv^)EET+E5Ck6kT3E+8hj;Hd)*AN7i%g_}BqZj(0{fjttmBj)%I_``)>fBN9nT^s`(WieD zJM6d#t-MUv{D(2^efvPuUX2X&SWn>j%wgD85qZLO2-vt)|NbKw0}#KqoC|iN7qWaR*l7JhBoe!b)63NRgzi z2-0YPMl{Uj9qaFfv-yKS&HT6-Fh$(o1uElA5b z1fBd9;i44zOWU$H7ES}e6tO)T5GVLJ^oY4ebDN?$D2QK<1lr@{uNp&%^2zI7K@UE% zunFN~^d@A4g+vt=$KGTGY_B?&s699k}^8BIKwZJlo@bG8DE}3l9|ezhp^(j|bE=vFO3IkOtR+ zGv^8uBk5yJn18|dL<>UDIYqLRQ*GJ`DSQZXVZz`CtTd{mgh|>opKPQu405)SO4h|f zplrISd@A89f`C-bjEai^hK^J1b3@P>Fr*6NnQ0BlMpMn%6HbZ)Dpy|TmikUq^(wkK|tz9Ar z&$Jd}2MDt+O-GXj5DA4eWi=3URlq4!LZINUm$Oi!$sH7hSGpTI0ZF4nr2u}BEhA^e_J6mBPcZqRuX{kasghjm`#REINPN( z$pbD7&t||J8-CNG?n*zSi+=m3?+dd%fJD3FrL`^EP+68SLlGf4S3xN_}i@?yB`B(CH@=;f4eExQU~1`RNlHOQG14JxmRi- zoUZ!I6O^+`5GBEsvMN_aUAF3X-z^oY(yx#DR)s~PiqKdBz$I=;MkKF@u-l6LH7C`o zVDR|o4RQmf!Hh`Ami>G`X(dL)4y*?Lt}p-2bAyi{F?gd6t2<-j198feT|HMrSqcXw zXShv(VzOM&1%k+e6^hR~u*fjHOExbZwC!6(MM%suLDW&@d`TnW1}|+#AsH=CNn~J) znS&{oSU*f(Gl4X*@3H`-A9y(IUh`lW4m)puupAD1vM?N;-tu5M9ClVBBK^Y;mcwC3 zB@Bm+n;tCj=o>4+N|Y;QNNlf!F(D^qOl+%!LGd_$sI(mkcCYL|AXa|sLHMP&e)GWt z4~Tz6J^iTA5p*FN&^CRQN`~z|`N&8A)}Q)!&7_{yJk$`CS8o_)g14B|lbYBE6TWOqw0>;WL(2F0ZL0#Yy#S<@SFguE=d{P&iG*LT+sj)BzU#lc z2qPgI&;AzD63!AR<2lk--oUMYu-7ZDQbHLk0m?`WCxWu220;=u2vRzfT(;=qB5ROm z2>*}L14I^pLh;=YHUIS<(`XxYK z!)2o+dQ8E$3azW;9AP|CbCQ{8hM6HrV`gM#w4mOms2A!x-Of<1}eP`lBeRwTsNpyr>m3 zIvsJud?8+FG$SI3s&LXy6#` zbP^J0vlBf;WS z_z_B{EC2hL_dkc(BEHBzW3;Lfn`DsRn!~kGp`v5DT>N6f`k5BUk^!`H$bSAcL_ei% z*E2-qIAH2IRuAlaYGQ-ob}hFDO^z^U;C8ln+a*JRr9wnfa%9krql&C;p2&ZtC0PaY z6)@1kQZ8xBh9p)PDhR)?zjBKbj&C!E{NL{+P$>1QB&nJcfzYm{G`QySC=Z;&wq>81 zDjFZ*f!oRlYI)#+9yIRulK1M~4o;TK=fSk5onF{;0bc()EI2(vYMJ-+608>mf%z(t z40h`l<@bDH3zQy973xwovbR)?%uA)_YN^y*iAv3)=$zq*3tOescCMD%&UvXl*|VSa zB$!U5HWK5^3+~f3GJpuNYBQTBZ0<12rdgUA#`iEoN&1`UU&e_|Huh(?sCq6Z}@IKmCL983Qc=sqwzV z-n=*@iZLg~uAU|d@4=OItr-s$b-$zRox0buKkR}K>M`(2tO z+$JiSc7*_w?hs(gXcYsQcb-P^9ylPJv3GOM2m!zpswD>r0H)730GRq~HphhF2?4<5 z5COmyRZ}nP(A!;yTDkx(Wz=EpG}ntd05ZGU1pQFzRUpLqjaLh0>X??lD6X9;--3TGY}>I@xc1Q-1MeB=w8)o_9S%qUs&)r-vay|d0AQ@fJK?@rbPg) zEpHWcZuj|~wl_-}#`UCKRtQt9Db;GG%iwVxC@;_43-&q z7scG#$LNP`g_a5^CtWa@aTg*AQcVbV?9c+Iq;s=H_IEx2Wlqb*uPn2M2fn+^nq}Sw zA9X`~)WOr3x_Z;V+vpl0T!xSxz`#x8dTO9>b}6z+GyApaY-pShO`o~6=F{blGi6@@ z&P-3X={e$DZ81zBa#z)k&ud&Y1Ct3VQ)qk3%eX=B_#$}@mK`}2c9BzoguJ>#$XmfG zbYaN5r6FxHU#jC@L%`a9R?ig1G0ES+)I^1ytb+|3$qXzJ{ zk~B6I9N^*@%DW~4`D20t2H^~hl>z?uj#FjwMi}W!uO#xj8RjKhRD{(xLFVWn^*+Rx z$Y{3TvhCI^22M z@64(>; zn_RY^5NTcj`x1g)DG9aVMq<<}@MJ`J?h*`eS{F$I(a(FBk8u|peFU8ip!gu8= zmx6N-64pgFgj}+lU>b6B>e5INQW0lCbxxv6$LnW13LE=tPqW?vny~+{)M?+}_U7CO zn5R4V>KP)CCXfMZ-@DZDXrMeA#1X`$5fu%R>2~$fQis}J{(77}BYr)zQ1NROz7A!* zFVnTKmdbv|wdflxou(C1Ehy^T5$lsoV1f{>2>a>b=wV^7T3l>(sGShAE$l8#I2&~- z6t95~8tO21AXQ9Un-0(-dgexo%;gfPuZm3bFmeX9nBAF#ASq<1DNoT|Ze4n6UB@pZ zyfH8Ua{K9FQGe={=uo{`qo$Q$BakZuIom)vN0xe|euYZ(_)&P~Q1s8w7080CB4d%# zLp^wtHPPLY@V=n>`I}V=<;p+`$z8pH)KpSHyE7BHix~)n$x&sjD=kIw_=6GI@Ew1L@k)uls4 z<}XhPPj#8S^OX`{Bt#`P7jbIJWo@VZ9cqb7?FX=p6EKiCIIx3Tk#>F0OlSDUB}+0{ z-b{T?JPqYYTK1FuR4LB8NO>wuPsxL3ap{|N633HVFJTXO!TR>Pms;Om_dDp@>;7By z?Jqn>-~PgL_w9Goe~Z37HlFM^=y6xWI@m69pI+jX&$}pplZlkSX{19+MQ@zZ#cFUX z+wV*kj^EJdIvl?UI+hro@!|On`L#=3F3^cc86k z6D82Y>kV3_rJ7c#jOGi0H3hfXYxTSJi|dbn`X>(`i9i1FXCChI$3I>^1dm+x)9~pI zqlq7#)hg10O&uVaDFVyro1IxsdDHHzXk(00rshRsp1f@?p>sI&gK^Y3ktPNF-e#OV2>GZkM$R-=2Tcq1r5Y0Ti`@4>I^@Kq$S_#$ zKd@p&x@^(Kj3<~NpfErz75Yai7y~e8dkuNjt>-b0o>gnp##RfKdjW68}b;>C$SL7p@CT+bO~o>h2G zRy$PdX7Wh;T#vNe$cIOg-J~k|3t0IINjjfYzNzPU7@YxW`LIw=vGelI>vqpoD2IQh z$#c+qt7O)vSqR$?Ts`ENq2ZJVw0|UYn4vO}3|o=DR;%D6z^?o2ON9w1XNQ-djkZ@= zu_`r?y4Ux~$q4gFj%`2~ihq zZ?9lLL>cW`^7Q#N|G6C^XuIcy7@x?bfzsVbU~F%15IQSG(UNXaw6)d!MA7#4ma1q; zmnzyV-STPC)YPJiw(EpI>3hf`|KG=4iEr1&TqgM_A@AOTv`C_Q;4`FGNV)X<^fEz# z0+df^w6Kf^#L+ltbTS?qT{ksVBOa)uxk|bA4nP|5L9iGu)Nj9{NU2Z`e^Lh-?JeM; z_7e?3pXxePBK}dEYDoYMpfEEMWsk`KWRJ9PFWa|SlXNTYw?re3TbKLKLdY=(33Lxg zpsRuPxdztfqT+h-Zoq_6fBn#xibmvsUhyZcaSe!{a}qy;38g~f=L$#_1Mzd(m8c-v z*V9z(>!Fvd)nNg_R^WVDH7w}+Wk0q}$-diP_tSfo{{u;AExAq0gjS5n^X1PqI^2e> zQdNSzc2&PuMRk#|#o*iEScJ7t;8dwz%3tf&GbIf>ZwfbrOsjuQbx(xdir-TSD060O z96gB8fg~eke&Z~;bguk)Ll<(_a2*R+$q_>TnCl6q8~f-fZDx|? zF%TgqsW8d(HhUy>F_ow|t%=;}U{TbtO)?9F7Herb>M*5Y_f(}=5V;pdsDeJrZg9a( zu?&eQ)xfx=BoDL7;S5+a*N!Z6m0BR?dPXH6Vx1egXXo;HXNBk4AjJ~$U&tZd!<>~~ z(HCIMJ;P$s%u!F*Tjuyw%j(oH1d+2c>Qej5>78m;LUvLWNue%pQG;FhI$~s9blxWv ztKRI9-KJg^&^0}!zL>D*FbbGSLgu&x+_~@uNdT}en49j7DyRvj4~qE}NoYyNBkV6V zQAhai)x92=_QG~AdEPPCy`)&jNcY-h^`toc3aeOkuCY>5Z39z&YIleP@SeF!1aIqQkVIsRm)}et0!XF zpP?=do+XFQmd#Lu%-7zbC?svS{-NA}#14Da30Ub>i}``rq{`q}E0&=B1gzNKn15@# z_EEnv1aHtn4G_K(CZrLwUQ>i&8WnsZs%VCKljMCS{v#R`35ma2x0?Nu9AyOydxGrT zrV1Cti7r8!QFBrdS)S|?Kfl$S0wfl*sCMd>n}UiYvM-y~0@r+GJU~W?1limao=0_D zF1h=`y1xB%ubRD5gN<5HSsQebp4&kFaN2IxnVK(Otk*4h?pp0~fkNdJkD%WcqiGNw zXYlNzmm{Q`$UYE})v>*=2VV(*Y`L54ZD-o)ou{DjGC52q7vR@+hGcc^Cb0uvzz#SG z^~%c|)7j>4VgzrmitSKu_DW0*i4Id|n+@1$pE%px7>E$o<8wY66-tmOEzE$VM_8!? z8G_%t@&RSv^D?}`Raz7;R_dZRYPTh>&-ITeHCrjy=aZJ}_em>!PFy}uU89Ae1Ed6a zWkv2zu=l(=bgy0}jl(mP`;E{3tFl+4toC%1&NVx5r=^WF+icga*VXNJ<}`cJnsom} zR`q1Wysd~w%lXP8Z91B?%*+U^aOjM92lC#hh5ODBLR#)FjW`6kQtn!)#UDv?N z$=!>1hbyij$T9j?u-$4%_wj4r`#|uQvt`z5zxrJdfWTW?dJ{g}fJPvRcSS&kNG0nY zugDpB@)U-x-+7YDK;BsiNhOiY5x6${@c|KXbDc4381|4nF&AbBOiGiwSU*RKnxqv4 zL5UjSy+Q0DJUb+l7|F1YN$GFq(Qs?FxqwGtojhMA;AW0_MMu_Ca$KAdyS--i%J4I_ zWRPhu%u-y?rkAATpHIV(m?@?tLNKB>!6bv4xWj}--mfC9*)W!1+xd}Xws~9ULFQ7z z69HfRP=DYAo!LSUX%`K@VdZ^Prl3P!_D;;B?L#iB;Z~cF%`()T2&9mvT026Aa7bzA4h&wIx!U5p!W+$$e{)grm2h`DK`4 zAWbI8V%fC)p;M57^}+%jfQn~Q{F#d+)naaugrixVrv+w%X@PrgQg~(sUc0(5&ob>v zqFoplU8A>Bvsb>{WqyN}EBx5|?pOXh%CCC={mTB#b5A^AfA~s6PN4z(Jc(gcI2!Cq zu##)e2;a;qubJ7Mgw+%FN5?IU;}*to3*$w#Fur@-!Z>bWys#F=`(7dz#`}(27%wdg zySXSa0G_d!P?jT6reR;AUl(crycA)1h4`{FqRihu#um14;O72Z!(!J!E2H=d( z{ouHy^gBZ=ds{h~AsfPeKLgLe4O*()5{O06_R59(piTx2HQU^xxD&H3pa@q81s6~y4){< zS^mC_kNtBd|Kdmfsz{d?ItU`)xKJ+~b$aO1h0uwrURqQZn$e=VaMQlM4<(oJWOC`k zQ&+BQyUIfI#v#bVt!rjJ5n(WS3N@yx;S=bbw0(Sf+de)W7_{Y1iw4!}hr$(?yx23Pkz8q@B^&=h9q&%cyDxpi5IWX|=fgdr4~KiALp*W!pZ`|G6Z*i!6HiYwr-+7$ zZ5MVLRuMr)3>2wwj_H_5x8qw6Df^KEMo}Gx`%;1tjUWBn7UpJf7Fx=t5dV?W?2L4U zf)(r)i z0;aP*5g4Lc;0dHuiJ}d-hx6;n?gU?N*|m*k6XyVo%VEFwp{Xjaxo%mr>Y58rS~*bx z;$>bng>axs?T4m&*;PdW?T6x^+7HF~Q5nA3NEWz;tGhz<8>%f=SyuEzJ3*B17B|x0 zJV?LY6}*ivzUi7!cIbZO`Iy+M6j~{2ct*3zP^VYTey^HSy=tB)Z8&L~a+8Es1{s7! z#Z3woe;M5T5X1-p5ZN78V7c|;r2?Ut(Li%-y2)-bqYT37*DD(0RS1G4m-y;Mh?g!I z0{!JBuCgRW7@;Z?tmXK*?i%180w$CdIyHO>_|VCi>?Wfj z&;elxfC&okYS>lUcvrpd6rb8({jtliegE*QG1_}w2B7$w4?nDYZg=Okpq@~xo0@%a zwnX|X66uHO9?lKOISY>HNkZB&NwC*hhycYt{<3w;nwfhU1Yuq_aXOeL!VScf(YR>6}4^ruF*MX3!l)t!h@bYiGa25lIxApk@PJwd3s z{!(Tpo1qlRnSmPeqkyd-{k#uz{D=d`*GP?=lGR023O^xGEyB~{bNh?e1fI@nu$5C; zWGObjbciGo1MVb()!abK4ZvqJKoU~yQ2dUsKBW8~*^eTD%D?Yx4=Ml0_M;1GT+@y0 zpP5PqG1vgZe@2;^Fgg#+u5uv0l@T)&R4bDw+5Wypz1G{4S1VbX7_BA;vL|Xrha531 z%}CC*w}EJ8g9f}McRluIs2Hy{*amOYT})JdAGgN0=yB{+)6G^rCs}C%Q`IhTYOgi& z%?3Ru*()?vdv(jc-_#FTj@yq?IX+|RlMYpmO-HF5|7hy=SSZKmO}+n6<@oARD#vxE z-gl^SeC;TeW1p@!4pok?AEk19)YR*TD#zGSD#wkcUOPs{ZSSGVamP_A$7fBw=NNe} z`7!cds>jHCsT?EoX?BeCkMtPnAIUM&Kg==GKlHItj#_ZOAf`d$T`KGZ;BM+Sklbhx zx&k)lwcw%+aQwXU3{~4wF%97gaP4kN!w!j>53=%RF+L zT9MpTiEMESrkK`bUsb1f2U!Ae+SHKVO5QfOtL!ft&3>W@i-x!DW}oN)RbBtOWzEF( zAHaD7!O)&WL<6`1F07k$Rnd>VS^q)zX8mDrmLqm4TdIV6vvhge?(1oo-`uO;?)rHp zw`A7Y19)tJBk!U1E;ld<#VsR+L@G4ydEk@C?R|Z8EtknBWFI&?@>5cT;cRhxKpCo6 z1eXY4520o>g(72FBK{h3HrE-&L#mUspAl6U3+I>Vw4XV6`xz$oFs0}DwqWAwu?5YM zwV>&4LBke|=-1iQ!(t>!M65y+QeXu6K=Pdtb}a>As8JO1~hxnZ&B8#0Bmu_3(mhFC~#v(yEE$**23% zfcxZhp=1P;bT)?sjb?gc=a7pr5mpXioDRZ^cFW5pLmeVo{>FcMILHYa3G0za7YxIc z2qhP!f(WT~Y9UEeR3}lKZ0mdw&QrY-R}UKA~m5`wDy{qxlsS$c77Nw%ML_j`ySzzPe=)|85vuXs)`Fj#cCL zW_Zqq!IpjBiA)&B4ts627ID;jvz8wVLYe#+k|sA)ImO|9l*y7T?+i77_~2qV{g++5 zNOHQN#A#-zVV^=<%gj)xAPL=^cQKfd$GrMeL@sBj6BkLKX`ad?WvPru2*0f;MyC+` ze6ZOc@|?P_5iU(kqy3!(@QD{4;;Y&xV{PO=e?ruekzfttNq;)jcY^NvU!oJOQ=L*E z)LuRx8AIM7E0-lq$*NM1G?{r&nfdXs2y%9lTrw+u-7CUvcH0~Kg+s^wXjm9FttiDD zn}z)G_(Favs_;nOG|A9ZGQkbwE3xRHMfdvLp}wlBXwu)7KOjuCa+pd&77mm0EDMQK zMotyl?iprw^>!6_5S0Ce$CumH_|VWX+Ln*K6khmGUJ8Z$=}V!IkB=|pC(`c7D#|I5 zI{VE^uogvP)`+Z>fmWFkbva}T8^2Qt;wa?DTCtJ9ENFi^zbVwujFyV>moPwgok+z< zm9YB&!tPJKQc{-(B(YUfr=m<~KA|xF-;~HSJrw>Hi=FYWT6{4SBGh8&8Zs;YVb$)- zjMm!lX5;@|wfk~8VN?{)6`A4!3K_JQvbImiMdgHm%m)IRI@1jOK+E3$M}b=2ry>?i zUX)g0W+())U!^zScODiVB_AF*?_zv1<31(v!i(>a)mD4;T3r{+QhonltU3KET?g9I zh}|Jc#l&Q7e&lY+*N?Y`yM8*KocJPHoRU_po(N~e#J8j+yMH5|BzoB5X4kb_BQ`>n zv3C`@DN=bkSzve@5kWQUjD3140hyx7R40c4iDW9iSA?;nzUTaoMna%`Nu_bMRKy6Z zBjfHxfGf&RnWxfHJuYMd_1FBm>%XtO^INa~zDPEG+5i&q_Hnx)08a9j-5ms=G6}aw z;V7}v$>u9kOA>TPvg)q}g|>jk!zo0ifj)>#|1`F8Uk4-?u$7B&)9Dm@to|h)f4WJV z`M8)sGDBJLi)37YAUNalzl58l>hd>Z&{SRie_*UsUH(5s&oBR9c;!`>U&t)-8ER6^ z>t#a+E?uCdfn6NvbHuW9akrTHU0?g5yzH@#CPT(y81%Ej;iMNA=@4k}3Fcu0S2)^A z{9)MIWMp?h>*7DkdfA>voW&eREp3LHG0%O?unR3s1;HoN?}x?lP3 zdj!0-E7O(HE@taeMKZB>O`~>s=C%Ev98wdb*9W+nalQ7|sFBX{Cs5N)%sAF8=H>0u zEl@93un8dll5OTuM|~`b-{s9jgdQ<>6T#CXQs=o~j(SA$w?_bh6)3P*{mL;g77n;7 z((fRSL?}R28lfr-#Z|yElpmCb<{)Trm9Rxn6c2Ni&JJKd1@x_(@7YfQUHQF%DpB#_ zT?**Ju@n{11uunGimHs#F0|Wcw!r2H!OLb3{tPy2vB_4O_}xG=mnKVMlkH97cX{9# z=rmb%T$5F$$*Qr*09f_6u*rtOY9zV{Y`|1z3_@7yqS^pAM~@H~A#m(nN76iD13ETf zA`LjR!xJuRl(F(rB+oky!Qlt9CIG#2w;rrgaSAFMC}=nkT(l2`vsiwibVGQ z{nV;Nhh)efz%L4Cph0GpDnBz@_8sU((LXWRP_AEC$dj|fk||lKWIB*sT%;V^Pfo_u z9TaDn^+9g}{B}-2iC*-;gaKYwSxTg;&Jm@BiXK)AxvjxjnAldg|HOd3p>?B;gY^8%^oo8g{hJ$I-H6`k9VTs+?ry}~*H{cy}GNIb6E?bG>6aUO6RBH)t1CC`Ri5I70DvX9FqVC_>7 zdB*w&7m$E@!9W^awhg#Onfx+M)ou#QTM#OU-UANoplD{`))iv{Q!k z%%~Y^NegGcJeepxZC5RYG=WR)t!Ls4cbG1@2)dN-k*_jbgRd&_;wrw%G4zc*O1a8S zbCS8@2%ZTG>n5t^$zW%$b%*y(xjbq*xm=t{4^9wkGk()Yqe|P29}OyPe$$2^%@&Rz zXR_w=L4?iUxFIO7`Rg_Wxi!CP!+siTU(_P>=8$b54lRM=Qt*VzAL3YZ%HNVr3 zBHQMa|Iz_u3-9{kgUa{#RbM=aO51lk+FMDaZRDFDnWVyEk;wiC7Ve0tPXg>pEZyme zUAW=ycYfu=&%XcRv#!GD!G)iB=lgGe@WX$9)1B%n(CIcx9bd7WF`n|4{n3;~^353q zjny;GmX9N3eOCFe5+Se(iP~a7}?^5=sgGW^0cia66 zEM~eC`0h7OEb!{v#}|0*?cD|5aQm)Oy^-O+r`F=kGAm3oDFz;QPO~I`Y}yN2 z)Ef^_)J-p7Q8$ez_YC_@BSu-}xoADBk=7FmV=yGh?uliR9fNE?=z8}_{?pz2H6}82Cv(prbcjqznLAzvmk-%6;pgbce z`09BS(?suG+DJpLg45W&`7m2*VHe$W`6EhFIv5{7gu!pV{1Ih;?p4iizdTSP`rYve z?Re9iB=;Mxegvs%ykjknpTH%^RP$H9;}PYj`wj1SMARa`)>)S{S5d<>4k1X-mNsM< zHN!WGIUncIY^EQ>5W+q}qdc>}dO6(%At8vFq5~YbqS2~756JcN@9e45g!9Ws>c}Ke=T7WL=p* zTRRI(El9U=Zw(I{*2aorrly*w8m{K_JOz9+`)rN*tz=)W*vqj4hT+m{FCV}iGgPB6 z_){;Ei$#>g>t$$#voDs2o&p%P*RRmaB6{C{_Nk|oANSj0XyLoh;5$9;yPB(o4H-lp zKZTlfI9nGuZJ+ob)DCOeE8Zx?t#XjJ?DuCe@@Bs?OL9(hT*{G?!3}`O6l_&3yX`dC zdVAyDPph!x2yN><_@S%b81y|QBX$3$ajCcKXVhwU=u+R$8DDAl8KsfK1+U{?#a;<- z=w@sGyC#Q!KBrv9;bnE8D;^h}lFV;)iXIX>p`cqori@|cI>Ve0=q9%lYO<6(sb zQ6BpqZ)(hz30#4oLahBDGns5@J6xNx)5EVP?Y=}SF^mU=J1y*wl9I7JCyi90g+bcb zAD#A_@pa8NH!HvPo12yWCh26W4F$$(=r-qjg!iPCShJGX1TCJ*((sy0gtwh zX08$~VD9)uSfLP4qS&1&-9u((obucEZdU%ry_+ElIkAc1t29D)hlgGoOYGN}*w`%W zDpOSFB-P;4#m4+8swbhg0dv8x=xD63Elt${u@)IOgfg|1yfbmGt6`|ZBBBb zgyU!8CqrAy%RT&>iKlDpJZF&AurS`srp$W2 z-FnXn$Gi1mbn9+*#+OdF=F2_&n*DCO_1-JDD8KK@EiXv7e(ZR+{;%7uAA3={^#kKX zlS`9Id^55U=rg3eHgpe&7}b?u-J*QI{{a3ZGzIC==RKOh!l59zc(52m@ zybQfrNT_W5g}_(vkWs|FmkoJk-|;FsbCHzj>6Y$bF7bq{RPLdhOo#h)xGz7{ebGC6 zw5oFX5mx2$=TVj0I%?;7n)0S8SfNPa0}73jK0}E^0b_JN+^ww!oE7O=y8%4N42(@AGMaefzb*7Z2V7q0FHL_I6}&(`hP- zPG-^zMBtI3Rm_w2+A}2>Ecp~Ju^%}z0LPKY@tu39Ynw_0JzY3DCmA71j(jsn(~l37 z_-|1u=f9M^0e;1I$B9CxBBhXp^K}W%BklUe@5qH&MCCAcpJFYWCZ8O_wDyrdf`2WB zg~g5euqmM~L0GZl3s1yJo|L|D0W?KMHK5&r!T_~3`KxpI!Vv>l2NsEBqAxs$FFcQ; zLsj^~tHN<2(6~hM@kvytx?y~bq2Bjr;=rF3Yd3Rxr8iPHYn}b?=KP09Ju*khx-bCtpBJfG4sJYT43Q@;khz3=Y z0)djEK|@)}>Jt33w2h%v5I%+eibQvp!8Z=(q^4jq2t%6{k|~Uz)oND2S@qctc8h@q z6!9%ZA{6Hg;lqB6DpKtL-m_z`uJJu|GxG!=Df+B9PYX59wi2c%VK)oULENnCQLvVQ z5n>4;l;sC0lof2zjpJ->ULwA8I)CXwA2An9T1b5+iQ|BLeN@y1rFoz)ow~{*(#TXi z!GcVfsKzBAkxpGjA4o)-7&^t37v0+(7V$5u9cO)3t zMf<>?MH2JO&-5$a^(2=j9-IdS#3-=`X@<&D(L|hi?vTg_C4LR*(Np`QS5mp+-(DwK z8&NtY$mkiny2oYq?l%Tlq-f}5UEg9dT+8+Mz15^|)V$qXR?dhr(<%EQFS#+6uqS|H zIO*jr`^+rl8*QK+xe>2mk_v2Z^&(75R7|YM+%$|JULt1a@T8Qp+%Vn@9yhIJSIn=y z?%8KYpKbOBDP7UTQ1+gtq=+e&fH`0Y#U%@XwE=TNhsuvBtx1u(NHV-RSm zNHXav_^F3`h_K?$L?Ve5nA!ln*&j{{`w5wlFlm&5&Y8mfht;XsL!BKkYN7{&&=08n z8b`~_Rsnw3F22H^fOc}O&;I(fpnX|nI7YI}uTLY(f1mwH(QH7p15yYmptZ0d%qn zypwWQ#_L@@EFVh(MW-Gy=ZAUqf^vp^6Yaf{953>=kv9@yqUlBf6{Q00Vog{B3nMmR z4PQ?NriCJk=VP-7s*}lcD1rz+Kskb8ENIdIAWH153&j$-bs@&D>@+H(yX+Lss_?BW z!mgi-2C!eV%^Ci#JMTjf73`OO6ONx)b)N)LzY^w-Zaq~skwGr$n7s-H6s=zqC;e#s zGAciJJSXG`O<*-corJYzh8k?9et4WAJRA*S-O*7%&eKVl?&hh%fbJCgs`1!EfII0Oj{39ZzL}M>R4+G3tf}KUy63iYZZb*oNWw0_N zYY3J_9M`e(aM^U}MJ{U#Y!Rlg*Cdf*RKDsr{`-B5a8@NM4;-ZZq?3YHx^zOTvU&Qv z7Q=3ZE`jzJQX*`StK?h202IY^yXcThL(h?cD_KrtFl6;|K~g7T4uz#K5eis56)TkA zqap?aplWCA-5G83r~{eEaEL~d^Xsp+>#fcsWIVEB%!v*C<1}PG9 zvMff%{^CSgfie-}v*our^IcDjQ1;-?;kQT~aoH=iy4h9m@Ab~$&nG|nbW)R-t~&tt zgOu%;hf%g)9NXNb-F7_( z`)$vwY(G1Uvinxt^=ZEzhfLdk>>*dk$g(|oh_cO4c&GUHdM0T-zjyk?VU+EOLzeA{Lyyy2IZkhtaeC`P%64aGZ98mm zsu}f4ps63c{=Hj2wR^*!*9K_nPoMep6;FO+_pbjdAX87qHu7|Y98Nd&H^<#?(4keq zk+et>0SQ4(7dJHh*A3Z1(k*9+{osz02EyWoKDp*Q&cclWPbLDg5tS`KB(Q{O%gerYImB5H450jF- z8s5oNGAyPm#a+A+!xtIAa8YEqzBGYh7AJxck7D;R&9G+<$9PpzO*DQRd0B8&`>odp zN%>m?|8xh=8}jQyCM>8ZlsC(SHN!V3D88(qd$iJ^qT#s>`Ehf}Y}HefU6Y>sS^<4H^$!Kz!{(rkN%>|z=QpRSwWM)t241g)AnL7n{90tEr(~X^D z&H{7OGd0GZ@;T-VOi}QwB(4hRbs~BviK~F@Dv@YrB0-15)5%RZ!iQd0s!QHB!Mjd{ znBKDkT-)EH!Xft2;m{CL%flpe4h4klqwz5FzletcA&bLmK+`Jp@<-xfkAGAxmMAd( zfYPxtklh(eCpou}YRt$-D*Xkst00gy`iCq}^n=%Bo(h4G8az>Dj2rU=@&J7u{*Z3j z>vG-bzP!BB{8yMjc6~j(hP@_IVLca0A>tIW!^SBzsdhj*>LHML`BZ$EhRZ1p@{ks; z7d5c#KmEDwDp0M7X@1MY|Dq(rJ7m}L5p;bL^iVl4c%jk-dSD@RD1dWQ^GoRNvkkR`O%Nk1^QQ)&|Wa-4HbzWMNo~p?;-i$K4^u)ff*(F zevZ|^!hpHa#2~3eRFwUX5qvyf03V7`hdr}vauK&<2hVE2vSQ!&%5d?O&vEgUaxpG_ zn_Q_7x{!dar1VbWLPmy{0PW)T3&92W<&)7aOq}q7n8lGo+{mg!kV4uqL`KXxvcLY^ z)Y(Kld}6AsC>e1OXdWkU2#OLRKQ-~YpV_Wt6-ua{HIqjpE&I_rr)-zlAOFFD#Nbig z4QaGs33u3FwCRRu5SxKS$a$(aLNt7K_KS^EF##Q!`;<9S(o41AC&MOJzLNbf!_c%C z!?Z)<90X7lB0OEGo?(9Sf#@Y~*?azgyf)EVrfb@MrO9PLwi?qEx9k}8SAFgW%3J%Z z`DKfJr=;*JQ8HTWW-VUoT=Cabtm#=hL7y2Yv7YU-WF4Om`OCoj2$JYhy zeF^R)_A^Ia)bs>_Xx4@JmI-wU0G$KP2rP-Ko#LaPRrodtR`G``V;rlcT-@(KcyOuQKaMKUnydnK)b(@rJ|r6xj=c*k2O3Y5xD0l^TeL)A!> z7*XZCD+rYK26R<~BAEb1GJqoKaP+2bCE#iaMPj~3PkC+y_0V<@LO z?~H(EhB+p7@|*Q@aX%hlofYQCWC_VuNaWZ#uOl`2K2Se)&O!A-2n;vJlRyT_in@82 z4E15r+4gMrqO+^~ggDXO_(?)yZ|_7zj9|K;h?j_OlX!RueK&g$peFlh+7e8#y<--K zFf%&F8Wf@`<^v+=c`|*)QUfGz1OUHn#O}d0vTFMy?&^G zsN}QyPlx6y;fT}Zh?B>(J0`<_Q*GTN2P!tIPw-;e^fSm zpF8s1=yrWH3i!a0zv8Xg(J0_&j(iZm|w>`GE%a8vSJ+N{#3iyaUwq0^RJMs>A z*3l^6za9AtUVl`knDxI!0guWQ^VuUW;0;Hm1$Q0Z5c#$>lO%$%S_ev4SDB|0>cE2v z&aUorIb0%_3a9Yf95mvS76sdJ_+EHPuEcR=wppQF4$9#v%tP9zT1|v+Ht47<4jjSy zr7iojS0hv7!zzEimK-yng yr;nw|K| zHPg4S37af%fB|`9CkQHFDja&M#q6?ey4AFj_%#W<%uHOlOSjx4R7B9TewZ7$L3E53?7V9BN)6WQf+jn95`dglm$sWVlC#Pe*Xfo#ca3({7PE1y zBPL|taff#z`oM{27rjiaQxaSzpo)~wkd@c%q9z$k)U2yg4K9*xxZZi{4K8suY@pA_ zuid4|AJEXqx_d??=hOezk1AKo8`Ih5E%bHnRUE^#N!Ha8%}a_VfeHgF$b z7g8?Q@UQC??(u8zE&36g%kN$JfU@s-8Q$LtEnAvPi{8kuk+_EI8&PUD_?v;{>hnn} zd`?_-o?3-x_p(>>brn@Nz;r-%tzNL@lT5GbH$MBX%3h5G<;f5!sm)Vcwd-{?`++}b z4x;&}jS|zMlM!=K5s%)=cNF%-+6_v&8PTRaz#aCm_k~?GAP?cbX|k(EicHt8TCSND zzL{TMGq-!^T>-&$4sKM!1;KNzC|M<<+O97B#jkzu1A@hn=2)Zs>UTYW#4~B#P55vF zYL3h^SHYZ>`4K?xx&|on6rVf=^Ob$)NiGA6dL@v$i}wcH`Yy2_9}sRz*BPW{#7t|Z z;!JR1I`9Ln!iI!D;?Ij7VOvSXJKQ5Yr37BZXZx9=>xH@MO(fc_x4=`5qu~~a%MG{P zp!=pLrCAM=pXAVuw3upFl0iUDarl{9GAP;oi6jiB-HDrN7y~n10OihXiHC~zT8}W_ z29}CdBY)Jt3>=?7}U)M zRMeEDncjuDh#8>B%p2?sL)5RB)cw2XxJJl$tot!}G;y;_B^4Xr6p5?*ZSq~j+wN1~ z4NvgutFFg>yWcf{cy1MGkSD|(4T4fNKB@4WXKKlXF>iEcE2Nax%QQd2w0FgP(tV(o zFR{RgK*W5~mAdG~-&MNk!BW~I9xej&>D3|v`E3(jT%8GUGU_oIF0Rh>*A_gfxVYHd zJxioEBj&=uCi~VR2}f@sE||j%18I`$>wcwup;HX<<|4YMLVD`Vkd!*N)DE20c^X=8 zHM2t*p|Rna6(AGqbBNw0C%q`fV_bBN-b&40^>UYiwwzb^vG?7t{CAXJ_5S;n{h23D zYl{5=WRReWh@Z~^dQ;&jCl0=xVe&8w<(P%yHLmL#mrG%fn-a%OiQ}fk3uH=s=(s6y z+?04>O^IzU5mRE@aZ}>BDRJDCIBrTDHzi&WQ{rRCO^M^C#0zUmeCH)%N_^+IDRJDC zIBrTDHzkgn5-*4;al>&_;5y!MoH^q8DZ(FUY9|$2}AXhT`%~!e9 zuh%WEFv184Y;g)fUB4=x(X-9^)T^5G)eV@xYhMj~PLU#`%os|kF+$N!l(5<%D=>j% zx+E(w!lC?*$9F3K)K7OR5g#bhusCK|EYr?nsf4T}qGfzQmsf?8JPTCM6UdzFk-MF| z88_VauhLm>06k8rx)<`r#SqkOzg_=zNQ@FbslkgRg#fdhsP|GH8XQPjWI}4HNaIr@ z#}^^`+ck3#TIhcS2%eXcIxNjxT60N@nFBiF*^~a7gWkdu*E}Hj@Q)bqQl^+UTSuZNcv`{sa zwTGNhUGS{?CI|?1Ne3}4F>3!{qS*G{UCLMeJ^0fvlgkrV>{9+m@kAa@+=Uakv)=MI z;KV=43C<|Ho_$c+$4-vwKm%dQ+Js9|KZZYGnz#`M-;AH~mYgV`Y$rZBFQ42^*iLNR zwlZPpI!!Vz?8ulW1m1RRU#@)TE@fAZ1iCKFD7T+OI@x<(Dal3G(K1ZAVKCuvt?nXx zmdiHA%Qkf`yQTXwP<%Y2%*)r`Y#QQ?)w|TI%;7sMPQ6F7;0RXRak$3Dr`HJs&MuH&)&O7*;$nN!d3NN_kQ>8u0SI_c7WQi zeY67!wr65GM%GNKH30;N9Gx|bnKSDw|8RYuYj@UJf;oQv!PsF48Z~H?c#Ik~$|V64 z5-v(`!Wbn;bfUJBNWh*U3Tn<6HD|a*Nyz8#d8*$1?(Ut7m;f@(jOlm3*Sb7a_0)6u z{W?`)Ww{Esbg07a7rqKFT6Fh;6AN9v#i7y-wqWjahrTWeVMYUY8XJN5YDU^#% zmpFX!7MBjNvoN6(%(%YwEJlzIorVl3AEnp7wgevNfrU7`*JBIeJ9_NxEn;AY07$GQ zceb>Ih>RsijvV>RE1)1eN-BGzx1Wdo$a|r(ycaMgtOK|#?yK_nVrG1x%sJY^GGrp- z8{+YX<5OwztZInw6ad14i+Y`M@&3r-dlVd_q?2Z&JRe zexi?)4h^l1#<7WzUO_E!iW^A?Y%AZv{$HjZy%^W)ARPW-+RnfL2!w+sD8DxX?EbWsC<(sQH|T?i1JMsGiJi z4ee6e1kwIGhj{+;*B=+QTi=b0#JxCXBE4MNF}(Kb9{r)21nLzssF&eHL+SK4M{$L0 z)8VUm$PpHi29OnFeKBmStP>ESq@CLWhK&svD~ADd7G7DG9xqmr*fxzUnzHi~3kryx z_D7g0L_ss?E*)ptHSt!_^?*oFlf^3K0T5UCC@B7`Xo;8iiP2Qqb$24d+Dn}@)Ls9>fP z@^B_9#Cb=}tk;}R)+kqF(ps^}=Kapq9te)h2I@UkKstE45dl%OH49C|pEym`+1L(? zSfyW>itjozl2<1ZM24RIQktqgr)k%IXS>ixEYJoS^@4Y#C`pyTV#|DwRY&wFS^}ro zOcYSEY|D^K!ZhHibq1RHqn1iB+DhjoJ{mGt6M2g>pw$S%JCC@DotPF)9GGaH0Dy;b zO+16&{-d+=s2EEJRz}s<7YgN2W?`PR^Lbn+zxzsmKXq5?kq7QS2n^pCk9ahRh zt|!!zHn3}M+Ai#_&u$lbe4rK)HQ7Az1~woA$*g;ba9bjRbV0)mkPMMLp{OB-ABa>O z#5c*18$n5C>UQU6TOT0Xi4%Lp^WseCJhd3v-Q}V*qFR_)Iq_VOS=C--Nwd<-jONhk z%y=2H1{FFPp!#oYxcLW9RGC3-(m>PDN?#@H0cY&4(jFasPTEhGpJay~8N7=hgvauYYnznKN~kxTp@G^vFhy#42zmwGY|ytrx@27QxIG z5twP()K8xamqevj%S==ct@KQAu>%DsNaaRqLXgH{U!B?*b2fyPZQm@IF$5FNg|HZQ z*wO1BosA{n>do5$qPFZcP@)|iOjxhgQc@P)K_+p0+y3h5?ZPJdx92xP6p31b90v~m zpNfPW`bG^UnMZ!Q8W)Kmc+yspLQ_MLLX)EVv{=5VJe~;P?s_V z+C_PcfnLQlzX$|TzSO49?5L3NcdolHyn4hU{iKmk(qZhUIHuqjtBJ7v|orbG3J z+jU~~AUr7vMkA@k874Dd(x;x;E^N#tt!AFE7jJ)LfFDfw!3@Klm>zHZzuSR9dJvBk z9lJ1(fX_+O>N^f+!9~7FFmJf#ICwsmd^eM3R$f6!!+~q(_8zEUW}hei7Ut4<;&N{I zMcnY0a>HMQ+vk(7g+6-`%_@$Gb&v4VN|u=}dt1~uRU#yO!1()+PxjvOY)JJ_8=!sYyM z(|8@#Je#JzkU_CTrA>YP0^nf~W-==d@fD2KE%lChn6RkdD`fap^KlTih-@doXH@_# zQX5j2gUAaWvh2X^RSVk1H6o^8%FRhg<)L77L4mQ zg(3lwb*q$>Q9xcB2JV3YLNJA$U>p>|7H+{fD71U1c&_$dPzUf9ly@?;TgBiYN&?(6 zy`gNs=SCwu(qNu2tlLj#8R_Nb>|qmzW*b4RWiU>;#mV|B0Az1N+fQzVI~Zi2ED}tL zkdEX;cBs4+o!u~DnLHw5@`%WjM>uj(@FeDJd?~0Gr1!C&;HwjUb<*OG@Lto<(=c>m z4!!6o%%L!IRCqWaG?{0FeZI`0{#DPmUNw<9G$m;)4AI-z*Q0h6Da$P(l+{{qJR3mje|4KWYT7q-zSD|?^-`{Rj=Jtq$AFEpYcRc(X!3)-Y@omxhD1`8RKm&U;L6*+V%d|I-X}B*?=R18pLj1 z%;?l5&ea!P7JBQJk(bmZg%5#(0HhaN%i_kAY%2+78|N&qQp)m$EFrRWOw zsDZU`(k!xFO_)Z)(lo+BD0-RAn3nX9nMXRjYcd7#m?+OA-)hYyAPhIm?;VkvJJ>AH zplfWYMKICQSFo9Lkf*H>8;xKPlLWghP17#_)Wbq=xFmBIv5VJWK4rG=&D$Pkxh||R z*iIc5s&+VowVGr9ru%*?yxUR9yB*Rb)1BGW8j^o+n;t90HPK{R0OvWb<3M{%I_*M& z6x*Xoz?I#Ophn`m*?IV3p`Yv}8>wVJat+_q`uk(O9o_ehDCv+IQ5G2 ziM^U;RH95{ZgF`0PvLK1`0YRY+g)AoM5Ec?~;p~S;_C?IRa=XuDR*QJf+>$ z@~sr8jzKHh!ZD~2IvmBcg$`GaXhM}|LXrb&T(Svxm*i=Bmu%WK*NqE(^<28XhfKnY z5tm4)uL&;%2`>b=h+Z0(1b}-$I$xUetWXJRcHei#Iq+hGl+{t=todOcgXuhBFvW<$ z6xrd?NI71lLN=uaVJ7xA7=xaJsyw9uXD79^Z|YymxuOhc-&h4#E65H1nG?*Je%C6&e_KnNjk3C z13&tSi%}#0YRIv@tt~A(1=$Iq->kS5Db$a2k+>62U9k!U zPM0m{+wD?SdKfn>C7;rkmS3T>w~lZlt-EXXA{0EyE1C>Pf|_}C=Q(E)#Ff9aG_z*c`~AP zZ9pA}n4J+1`A2AuKcHxN0+;oZ2yr>2+MHI(E{###AELNM=r6_-43*4oIntF#6$fD? zNW~1XL;n67Xoox<{TQ*1!dx`WfN3QHFhjmwU;idpm9T5o%g(01M9NJen*5bovAx#C zKAPUageC5=&_5z;r>ZPRW9uD47V#~-QztNB!AUs^@wNs3QOKFDn@tH zF57XR(9c*z5z0nD^`cO|dCa9Itiq9E^*tv|?6@yc<(EkRl8m?EK2R@P6$Ig^dcVAC zf+w-mIqZ%S#HUjt+wef?Aeu9Q{-xIcypSyifg^r#4q;ZRXn;!x56>9!`sTMV`Ymw* zl|O*>KQ{63Uw$x8t~JR&@P{J(OWk0%N<1vyPL?c;dVBgMG;X4%oi$H5`#r+>P$E(b zgv+XM+b1@rX%|f^Y>$2N17p0j7e#c~!8cQ+s5lSoclQn-@&Acy{P8nK#N{;B5c7eg z8FF*$e+-Nm;TeuK9`{;Jvx|Ezb>zO=?}w@J=C^o9swK`-kjD|Z3w+E>7#ECOvC+tl z@6V%QvwRWUTI;-+QS^&+B!{7;4yScPu;Sp(qrPg?s0HkY(Z6^bhZ6^S-`lcW@dKqj zEx(Agy3|?qI2bj1I1Qpvc@_CJ9etd4L@-lZFwzxCAq4qTuwxCN8qekFRX})w{a&G-lYECCITW><`aoW0IfFsZv2k{M`IxYeE*}#h(0vSl zaYdAvlxta|FbGASu8s)~?bXzE0dcDh5se3jU6ea9KqtPLeH9?R+Oq%q!c$zK6M0CZ z6KPkuWB>QLsk4Ft(g)dXtMiUk45;y#3%4hxTpSP>>rEH1Ux4`uDSA%KQTt;4yA=s8 z`(ngAQp_3c?DYCNZ)798Cx#Yd_r`Ab>S$VZ(_P_7Z#?FSa1Y+Pt?u@$Hne+V+OmH8 zxY-ZKPkh+(g9nSmheO|b&?P=>{@R0`5+C;BW+Xn)os{_Co~bqM){j5fN_;qgJ6nkl zPvK`P@!>iDvoO=#?W*EK*q{!vO+XO!uPTfiVPWAlrDHbd%yvJH{cx< zIoMr@X#js9RR@~DBG9G5AON9s)>yL5>dYv8XN|4T2!I5j{4d<6*sh3ot*6XWdZ)hb zbwn+O_!_-+I->Fie6HQ8DBP;{!tH(jh4cHLz0b4D7coIasmnpa@Q3vIT<-JP+~iP&KvbOE=K52Dl@~Tbnk@DRnk>BGwv`wiB1bX8 z1amo0xqnR|w7W#p2KuRlLuV1_gZL3d;1JaYFTliP4EJ|NvTM}wj3glSp(^TIE`VV^%~gX!udvw) zmoyuhqdAEwgYEY-@w+$_VG;kji2p#X2X${V?{-3TIbV1;|JfqT20*a&Vw_|q9kJni z^|rIv7yuiA-ZacE;F<}^sZe*`CFG~%6%HA%G?b||A{#a;rtSzYLUvb?h0cb}45T2Y za&b6HF^;H86wEiN$tWBOF39OVOm2EpKYBS^7poi;iG=6$a2Bu$qY+WmMgv9}nC5bh ze62)AWlYtPEu_@zu-T}RvF8|XSEHtmZZE15nOdW(Rh23a(;CMaRWqUnuTX>)Tp(1_ zh-=zqs&IjH!D<78N>S*t4}^-Ir<{00A22=|iaDKHgWTB+sFM}=eG!%6I#gY5V*SKf zi0Xz|ajYhoNWHIEIA5`FzG6jb>hE(jBy4?Fj(t?I+d84NSg?;0Df;`MP$p!H;G!hV zXaZ~Ur=0Sz)QMt50Zh}IjWn3gnU&;0H=#-NmxoOZ%e!dNeCdbZOhHQ~wikHAevAk_ zHIpX7m}Iv?aeDfj112VGe$`Y=s(<|^Q`HX*6G1xy?AdD*bJ_l&g57!w3byBH1^aod zx?Oy#ETY$Yyt~3>S{SJxvoKxAHlGK@qONdY0?Vb#@W8NsH=kSSuI-T%GQv$rV;fd5 zu-Z&x(wp9+cvMo;%ArIgXI?kc*5%cayi0%ktdc=t(=bhp4TN)IPN)G{0`oz_g9v`Z zTBBk^U>$JOXNUxRo@ia}hb%Uq2(wBsGsGqtX>=0?0a&d~O!EYD583d_hPHzJZKi7> z#Xw0@ZMyh<66xuje+UCWWOQbni41XoNDV<@_3}$Nt+&Dx515YzXq1xYn87(3Dbl;q zi?WHSC5cR&@kp6JLJf;B8rPb0*+A3ArG#-mpys3bXmj%BJXly~b1pGG4N!fMr2 z=^TovR|D#Tq7H+Rp-mO1gixZri+LI^>TwY{@6;$wP>?3Hf6$O7Ya|xV*&5oP;?t$c z7zZNGsC9#dn2hzV8EjQfOx#GRiy{Mm^b(UasV)~$>!jpA_EXA$nqO4x!a8hbFh8Ue zU<+ZLpHU_CzBy2nD?~>{0iAaAJ*M6?oE>ZGbClu8D0hR4y4p7<^NHA;>WdJfB8f?1 zA(#3$n)VX={OP?k&caqs+60XeBMpP!Cl9knzI8gX0QsM_NG zZu28hxlzocj5j)>W#J{(rkq0i-<5Rn}%sNYSc{Zmeo=8(nWC46Kz&Q znmP@k$aNtPAw+N^;g*I_;)ahjR6Tg!8!6!%VB93k(gi{5A_;YiVK)T7l|k|j;?63B zt~WAO44fRol4~9&U8q*pip%XXnGL;9R2j`H)R=7YC-V#m*qQ!718*FY{E~#EX-twh zVO?n?ejSh8V54zbDx1zRM?1#P9+A!?V1zmBR_IbP3=EhbXjLZZ4^ z7L|NAjVy{(ATw_spor4P8ZIQ?%)nmk?MYSBG0JA$!Gt$*^8`V;Jb)uLF15;~A znh8mrh&ZRF#sf0SC@nd`NQ^NOV-6CC8nhgRkqKxdN*;;ZWXGY{YLE+Ed;t1D>MgHw zW6NiZ(>W|MP)d2cV2^+*wT-StP+qm+ap6v{q`k~N&L!L05s;DK2NcY6a%ZvzC- zO$tZ0n4wn4pcyNlw(s+u#!h)TMcNG1-~f1%45LGNQ#KC1dR5jt11< zPZLgu;?X>y2BtY%KPy&&BWJBm69^@juuAITM{j!WnrEK*mclMAyH;i|( zhb-MZ&h`+xlk6exnOf5x*fidS z6MtNS`GyVS!hX}ANZpC`IN=h^58N~^?5%u)O1ft4c&7yO)wm_JYw!mt<;!vKCI1V; z_}%iG^~5))#hZ(2eX1pF9J&CNOFwg_l?dhG?bGx;CfpkUwZ zba52|>8`>~!MiKIN+K44NH9Jx5MPAJTHNs2LxBsiaDg`Dj6E5m^Yl%R7NT?Gryg~p z^Z2SqJBiM7xEZ2DcarG1XJAVE?4vEw`RL7$mPO}!{A`KN8vnCsUt}Z)lz}^emZu&_%pC(R(5EIdu0_@_Ox9itr)p;ds@A21 zl9}E5p@)U-w|hVIu!pX}N@B%d)rH$X6@|=WE9}Y-KkNXEh(uY~wS0o(xFoSPJIJBw zj>?rlo$y_(#W0qDzm;ulKCXqr$Du+CEA+SDSo1MZaS7!~xjho?wE{{o-~V9_>5|Mt z>SDU+mp%01htbst>Vh91o_PRhwIZqx3$>VRY=9i1)-S$~^dQP~BuimXJfr5QH}j(u z1a}byGfS7(FMQGT4S!+W>k{skwACmzZV|>|3K)ZFA7L=5HVh{Gy^51A-`6l=?Ynov6{BqyADS1AMZksMvhC_7GWkPqXeX8wq& zvDEPPe|!SG*QK=I?<`XRg%Ta`*j`lE33A1av|8qM{9Pki(FqHoTFKa6it9QN+^Z#A z-Ka@-yKs%LZ~@$_?!>DA_jP=0o!}$LgXWCXN5bupdF(tas2!{PVe_h7t zitOe91-juyS&szAIn!z}Q;0iqy}DSTG_m2X%Jm^(myYt{be~(Co*VujeOR!J{_iiu zB6UOm)FSl~T%@R5rWUEGMd}Y)q)2L}7O6kQMe6FKFH#>XEmEI6nTu3ug&I&DSExe; zu*WG}f>xb3wFJFHmY`cpOAvL-)Dkqc1RZw?y0x?fkKWLO|-Nnlto zuxbeZitLc(wSbYv+#Q|sz~E>KU35Gp8$*~5Wx_?J)Le!|TRt(T`?lwEnSj!1z6?7q zibpY<04k76OkmIXU+>8SdqljISGcsHiVRN`aA=ot7!Vt7`>D|Pos+rDYDAzc9ldfM z`!*-W7hgtNAHteNxqIF-f>9oL` zb6Cr+3mo{|%23uFWO0h*sD*Ve9kGG8)yTI}G>2T$K+w`seF=52vga82|Bfuatd9I+ zt1hlnRt7F)i!Y|EN)umJmxQ$^_2E7Wj`HqC_N~hIB9)9{3lJ5vBoD2;k|7!Zn8n$F zlvB*H~S645j#4KNC)&AYf>Ll^1{9P`fL(o%2T7Fu>Z3`Mv)_NsSs}ORM za@Ku?mp!bUc9a3#4@WBIpqW9htfma_Ggt(AvTOyZJ0@KCA`g0Us)Id)qNxdFB2Rqw zP(s;5a-^$UBA0^yLlOk%jJfv$%9S__{<3MuzkQ$3*IJs;2?~fI2NCEV81*_4>bv_L zZr6+;#SelBBFG%_Dg%R=@U{ryic#& zjbc~m2P;1djFk*Y&o&t`*U$Mgax|08T2sM5(Ft(o{+@t10h6 zt62k?#u0){LjBMTR+th~ZIJ&tj7*fFCKT_5@g$1^Q{b2jG?5bu~J?g`2pu0Z-frV2z0-bx|5-u~nFe~7f8`)F4>yFt5y z0X3Khwr62D$^$jxc=EYJ3^_H2>;w!^Wvd7ll)N#MoSl36!oCvA3}uAlV?a4j^9$@4 zTKH4}36r|`bl!!n{mL%EtC+(x*z(f{IscKOdkIv<0le7IrjD|Kvw<8(i$KD1&1VFP zj8#-djNx&#!^KMQWWWgoSl)N;+9eoZb}JnXk^>%TUo(qy12{KF^&4e3&{5 zaXcA%{TY5n*m;zi?EA;vt|pIvXm?SQ`6FBtK1VgNrpcArMdu9H4mH_9ui%>O6|O4V z=`OCy4(aN07oFs~?2<)g_R2}M8UOHZVXO8={OM4e4N@kfMy(^=mvW!6Lom@5%zpuO z7UC59OaTV_sxjDC*r-_15M(G3hN46(lzS%ZhHblrKAbl~qIW>pFXB;l@>zZFbl^-X z6Z(XLZM#b-L2LXk;@gnTTsWc!U{asV(jowHa(Ov3;@AaV(^lZEM=kK}E~LB2S5QMi zsysfl%cRM%WV)S$UHc0z2v00IBbw+hUxIC%N%YsJ=YqGIv|Wr4+lD~;_NT(Or$YU8 z%9RNUNEIseN}m=)8`jPK*By}W7G+FKYL#*-6{lwaN#8^yb&}0Oh((h|EzA|=3R0S| zV+ii~-a~>jVC6`I z7)wT6<{=>^QGyz!NunpdU0pzkZ!Rh>w&KFvlN33VyTZjn(8J`>=OTZ=(BK7gimnj0XnV}GwPK}5XB0{Q1+VWS@5?{C}*baCr zoHq?voC?ioHTTLti{g08q{oV(m>Z&XnT-APrA_HWq=w7WWFaYw<7O{9WPV#i_vhrL ze+*hTMru1yoj&C6E75^sAl*V|8s?a;V1P{i;UZ($B~EUwif zyM*A@U&)h#&J)IMdXX6bTlo!#cyUK)avTj+Sfw$Rri8nh6dci-cP2-;bxsa-RKgl> z)gaf~W4umH40T)=P&pe!Xs)gYn4qNL2ZfOYZSlowdZe1JRcAk}7Rgrehzn{BNwhU) zYkH*HDzea~cx@Q3RHt{4Kvo6P*6EwC#2iPYBsS`3c$#mmWsOXAR3@m3J7&?0FDxF?s z$rkJI8BuSY-IlrPpvK{qyLKvYrPzNU7cIo#rCez|f>Cc>l&N;GNfhgNsCMY}|5{Wl zSh%Dvb9LiMv7c5tH6P7en2r@H#>tHQs$g%%$dKmXOHu7OC6FzylF%I%wRZI~lh`5Tg}f77tx6jXK^>b*W@M9!GA+jXDloSA!Y1vR&^) z2V7HqeQ=FBcs!y#;1)kiDyLiK6bvm3luZd6x&a9-*9N0{w1l@IL``uExdD)4X}9-M z$Bwwq`Gq*sl%1$3i=BP~gLVjBC&oeFy`bU+QK>u~6~zmOk`4%ZH5FNfD=4a&QRBdf z!ee|vCqut`M01mw$*Ap^BMG| zhj|z%(HQKG`YJ?jZ%XgTdi0B*_bJ~OHo97#;DON)Dat$zgl~HuhI#X8RJ#~@h#ZFt zNx<~jgX8jS7`E*s;~$_|sb(oy0V|Y3>D-tL9$YoCP6~Iqu0`WoOx_Qie z?+daHc}*q^YdE$uoZ{ps7tct&vwj+8S?us^@IGyg{^f1i^NB;dU)!EDldsB8;!U_z zvnSUPqL8!MAFy>l>5M~bTyGegHh(`Qoi&#s;mC|x98abY&KdtBk!0QgzvC~v*2n+a zJ<2^}>d_&(BUDnH)CYFsYT5d6#$<%2(}p;NPU;iw@COx+lOFZ(8J-v z3Jm!mi{@I$*Sr;ZUEFn>!rG-IOqWsU!GerSYxbW2l2)v^#p>Z0jyIgatdbT+nl&OO zNpdp!KggJ3VSk5bsD7d`p{?@DF1f=)`;p&r1CGWExZlz}dy}PpHMDJg|8+Ow_;BZ$ zSdACO3kMrCRpR3f+!U$dQh~P5+KKOpbj_G8yW`88-AA2R;p03|0Ve!NOAe2mcCOt= zq^Zl@wWCGdfco%#Pwz$iJbz`hBD!9BNQbTeQkZ|odCIc9uJzvaGivoe_(Hk(gl=v9 zaZe%tzuezQ@x(tP`}iew`B{zF4Q1j#ShT&vSpJ-wv-GZ@@Ixnf@04$Pe)jwDGeV^2 znXebvdurM4HBr9aVJd&-$mXhlb~3McRnc7--th&5q~}U89m!^|3A&&6GhwqWq)JkYXPR^cZ$wu zM7|f|sSgi@v(HY7$FElM>5rX^j8}!XwVhAmhc6hO`sY(wooj*DjQ^+E*~fo1YVLhi z?(FmY=QLG*_FP`REpW>69hHB-!(w&RYq2oZYw};VJ`yJZIqsZ`*Z zJk$w9QxmL43o=D4ArqH~Jbbhfb!_Zq)-wf~-aVgdA)n^}-4Mv!gX@6^a$;bNN)}7c z2FWqao>WXSEehJK?Dz|LX4WX*8&{S-9~`v8JXi~?96E6MC}82MTN%d2Y0dytf60RV zaRHV&PLPySo%v=@#3Xlp1{ej01kEj&9t|i1Uc3V&zsUHHp|Q4erCL z7rdz9pBHq>tAem^LgZKzLn!W0Okz&QfUK276GAecBr*{)Xp%QfXk|?&BYNCGFo_GI zA%!!4e>0mbrWnRyS0xNuXUD0%0PXy{vC#?T@B_GJW%zR7Sg_M)#h1WKy}w2Mm*E9u zd95G>aIZ!0q-X1+cWdB&LiG)rf!+B>tR zN>wUJ7YJ!wL~snJ2g7nptHyvr5IvemFRxoWl-dK3_PSJG)W)^QucGT9{JaMQE|Et> zqENt11*yEYSisd{`L9!(no{zlP;zPaY&Csi?@5>(fCmOD54$5{ir zV7*T|0j@2<+Etz-uK;bAhGDnkx`kI~0 z|HIcm*hFRj%^7*MKDE8=%TZd_Kz{#i5JN~8k@jA_@26U4$?MAklQ)OFV4Plj8%#Ms}k2WHT*dGf7%Ipr-t2r{jWOr z7c<7H|NkA#*SU2!it;b9vsWJ`cQ2uM*KDx@n`h`E?DxREF(Hm$z4u$xge$30tjTQ%ci!ENtm1Ll5}8>cVzVF17%u_eLlf4bdfEncF3VuwU2#MY$M9N$|ajw=laIk-K5pZRIjbV34!b6b3K6Bps} z7=~Fw?1tws$&gxYl-$EMti`IHn^;rD>7T(6SZw`4;KkHI*~Qb&1$y*21|yQ}lpy1L zy%f%)=z_SMqFa(Awgz8!C#cjxeyKY_OwoL@B=+OHB=#u(^B}Uux&HULLN5pV2i4Qa z%i`ho+O_{DvHES9vx?VRoTes|0+7D+G>Tftm^xS;b;%Yi<7cS*dgD|oE&`326iaJn*zZH3(3Qx3)KXAOxLAHX9%B)fD7>G z)i%CUR5hZhN|=s@ z#41{vaTi}Y90i@y%qqM4c{LcTz60UlQxVO$6o#k@i!OO=( z4|++CL?g(A)|PeB4YYv(RwV%Ut#nKLB}03ZUBv+2za6JsK?O++Fh58SRKs zp@j7=Jw5(1>A$iZ=YL6ROK=c?$clR_DC3n^Ou;?} zmKr@=#5-58AQ;7n`cM>D@^eGZer^auO|V~HNXfQQ9-0B=HiFZBt4ZGJieOaqh+t-D zAbSj?_E0w(8YtcVcBHO@7`bydTEbX?7O^X)20R{lWMByoLX*{bc=CF+QXz^8CCs$a z;w~(wmoPMd(2Y2HpR^jPU~O16&M0jULn!sMevz;nO>}0F8T`~YV`!!3ZV>IHsU6Q-k#t0~4+ZC9u$YO4G)ES?xIC>>?Jx zDH$hvi(yRECQU|vom5BcRY!QKX%3Z6#f?Ih%1BpI)(k5*htCNTR5_sBn~$EH z_kJavc49E^dc~cS@fBHLDZxQ9!e+v_@&urj%5`4gS7AMk`22kV?qs2pW`e(`|0Lj( zwN*e|mIV(w!`}!NSlklv(~6WEKDA6rEyiS^&sbuR8MR(0Y^89FuBRRLV`6q%fs%`f z6TwDkCT|YwnXiU&xy{J~AH)MP$w5km6x7W=BD&QmB&&2E&fgODcMhklRwBRPqydu_ z5Tv#b5j?F=A;~(7XVaj;CgLA14p7g%G4J6WNVP8^s`p|qWHK3)Od4>r_*cZ{nugk9 zq|7PjkRt~pDFZ1PTMdd@8R>9gQcW#kpq$6eg-1y38j$Q3Q0yzjUa`$kyRVe}2%A)o z9`7~>!n^{~APhUE2|JdB9?wMwq|k^SK(YejIHWB&qAlodtS#7Gl-o4TVP(}L#YEC% zjwW;;!?<-Wj!W(BG;9Mr;QFH@^5+W#$>_Q9BjVL_I`V6A`d)70GX?#BWye<#@z7@o zNsfc^Rl@^VbHJ7GRt>HUY+4bb;n~$0aTFeFptX9X2jETs4$EyyIzv^f=6g@0?`g@5 zS{!w8?~O5mum z4wySbk}M_T<-_rcP$u%olA&SEl%dQ9gwr|mWwR86YJ)?NC1{g5jq_zSDU+auwQ@<5 z-Jr}I2P&*A@~gn_#!^Cb7HRL9Ry&6;(O=yF*hKVuVHNnKZ0KsiPZBsO` zV{I+TcwlqzMX_esIkHBLK?n51`Z4c;m@Dn<9ab;5Bv}A|c-gh-BLA z00sTbWo`a7J`L{{;eL9^Yk`?6+^QPpJ{|h=teI0DJm@(Rv#vAZd;d<9Nur;EBX@-d!J7Jna=ygD+1g!Rp!V7)*}&jjG~I-B47J8d0l`E@xX2{u%RTQNt0T4 zB&+{Hq|y!cI-5M3opv_RK^tSn9M)WfFc|2Ip|3m?}Rao#+TMtQay-L?W;efz$>Ltbv2CQR7&v$x+A$& z6GMB>YIkF9T(A^MTSIhrU%BShl>Xkei+;q9{&x=gDkAfJ1B}BIBr1OR2_Jp)rYoLuPsZe7BZ)q6tNvh25iZ&+WAZmdH$)Z$HBU+q<2jgWMu z^LPj=``9JO+k5AgU!4-t;?A32&7BVqn;*mN_7us}4V5_QFkH`*Sz1=dCf1$D*FEs~ z5S`aL&(}`o;chv8m5)(Zs?nB{0|-CX=t){$G%C%}H+XREL+S5XSOU0u7nt=Jy;IE> z3c-IOW-O?dTKEOjE^XDwAe3zjM_n9x$U2ngH!Q-oyknRa!`E(J9Z75kqG5Nh!o(KO z6X<29Vm+ZWfyzYTX^!yJ+0amXQ+4v}Cq7olEyGJ!*aMk0F-t91SK(NZ0*m?tb&4P{ zNMu&f)KR1UG*S45xe5+pq8i#2_J-7oZk0c&>I~wqj!^!8W#D;rKoyj!jteQ3i(DTb zdNNORq;h)M*~0o6H?s^&iJaHB8FkS`iK07bIS5Dvkpga$-c%q92vgM;j#M=!%*w>h zx0`yqA)8;3NWb*D@tP6K*0qOJ-g;nGZ(MEnrrv@`f9J~p&&$AJu?0F77j7abuEtR+ zKU-=o++9lG0!wHij`u4}ih=U0zdL)}MEE#A@r~yP#7d!+`{`;{2h>FWvE!DRoo)Kc)tBBGalfX?R(Xpr6KY=}dyZ7ym$IJ7QIqquz5ncvS{G5ik49dy z;NNGWCRj%6w0un@I9K?BmN={@_@KJQ!4FE&KA<6;DyiTvcl$e z*^)HTX55jr!7BP>Ma{JGUt@J8FUe<_T%1c!3-xA#f6NK8I+==HRCHj1SKD;|Yq3Cz z+Uowdsh4VMX5ii7gImk2f23r?zWqIHV8k8H->`QBy<pMQTz`Kd${p798| z3sMU5TGk9Q^YMtuL=^YrtU0Mz7m^hsE_q{33Ez}DlL7FeKBY(U_^)Y{!OK|cK>lEh zjCZ6QtKl3gcU9=)GU8rV3G`noj=JH1Cw`$C>OeVL{D#hsX$>+@0J7iNDkYde!H+Sh zoyDz}G2>HhBTDPJ=;~VhIoE06t3v%*V(Am$=C8oG^B}uqfQ*u!^K_*Udr+IP_PO`( z%76Q-qU@$t)N-`QKmr+Ek`sfLF} zAur0X*1ZJq)&h=MVkwG@t4)uBp-^1QQ<)GiO9Z8=FO*3uYQOLl%#eUpI})6ywC7rQ zz5L;8`ft*}$eR8oe&x}xp}ztTT^U~o;j9ka;$Vzq1tyQEW?!Ul9&n024mdxlGy8u zzgvp=*wRxi_!R&zY2bR};&GW5Ae$1cU zchA1LLB-sYkYd9*_Edawb{MJO8VWyOsP$?MiOo;gcai4<#Ppc+zwV(>aB{6ZBw~DL zf5Z3wiNlREUzXbMgpX!)#PK`GYz#jaPSx9Ro`j_s!_s?B*Q8TVT&-MW_S}h3&@DHp zYx&+bNgwNXftJPb)})7H02RoMYQWI#7jzhQDUQd-M>70gnAekbIg};4Qr@MXM&^@+ zEQ_L)+MEQADcXe6O!8&~V)}%73P4#PQ70akK^+uuw*X0q>_#nriHXb-2djJ>_%mqQ zTA!X(lam=#0CAUz$4;}vAoGp_PN|3d2{E!dEsQ}ly$AR zk=cz{a0Wg*PQ)olK6yIfO=pmg@{I%g7$v~Gof%7zN$q!9DT;NC-lnasjJSod5)mIUZ&*6#P&IjS(>j{FtY(sd>&g|MmB>@@of zCacFjkl@Y_K4_@Gd6J*-ISsJqg2^E}67Asd)9|UvA>)5d>^;wBryiB3AC);?*>&Sc z{~9tqN?v%A5-lfa%Q&&MkbZc`on;sRBegD*m^d|d%Ng&GpnU_MC9FM54iAaN;U406 zi5ir@)VgMtJ-V-wOgu`4OwOGFmd^msZ`o3}=`i~_I(&(oRF%ycI!b~STS%Tl2Q=18 zuD7_Tda?)k#tq`8OnseM&4#=p&(22`Z%#Vx4`+@pGhANSjSd=lgNkEJ^|1X;Feb%WFW3P1V!YJSN3_ zoA!TI#i?da3`JEZpp`NVobmI?;I97ZRGmS}@PTaVL@?y}pm|{@GVqZqc)e-As-=&r z(^;u9La!?&$6Q3BF$c1Mxfm-?X(Oa??yW1N+tcf9`$GHa%HE86aaet&pXw_jvZ(y_ zf~~MEG>;!E`ojvjguX6mLrj7K?cP~LZL~G_tH4}%?U#x=nq>lXdL%n3UOGcqtlhR! zt4kN}z@5;@UvTcH_^*-|2^El-tb7QZT0vgEkV`~tBYh^(Y2Ma!8FX)RFZVY}o6ai| zy)nnL2EH%j)KhL+RmuK2J@>lxIdw(2PAs7{g5d3^yEhc!+^|1#UbNNEtMOVSb!dZC z+k~rPYvJ=~_LG=Tu-n8%#Xr$SmZ!U<7s1>NP3vdY$`aP=08UeXn&yYc%Em}=j7R{K zmaa~6mDQ@ir+`eQBvt~dc`Cp5_eXHM*Q$b(k0UT8$(&4fTVVuX;vMb zi~YU$x+K9c?dVO?&zRREm~YX#bQ^z5`@^Ra`%rdWitcq)Nvo&%Q^&-Bn75d_%3!pd zhMb)JmboHTv~UTSVl?17`dW9g8bU|-Ia=0WC}bO^0%fY;l> zP3J+dwD`y8Bhr9V$HjF%UP-)$gOQxp$(2|KjuyPD zeEVI?$YdJvEdI%Q4K2z$>h8X%XxpyO5|gQgZikzZ#a1$h1@aORxZ%Hc{}-0*iN}PA6G1U;HTcx5~2}~5SHY?l+9pUsl1h;8PN9`RR4j{ zAp&K{mx8Zn@OIZfWHUIiWdWM~y2YRWNGN3a6aTDn^`_!QqQqLpa~brIR}WgM^0Q_b zjMqQKzhjf_VC|VH36kYazZ~llVS|D5LJM(G@dNFPPM724sRu5F17w=(Vr{uN#v({4CovFQ<*t^jCqO z{Nc@uxN|&ZRz*}$iNqt)9%0hRx+Ot(gJd7(^Iq%Uq$YK3UB6Gl6WBF1E~__INJ=7z zO4fy*_}5gxc7Zm7;xH^_aqJb^1Bj(+aS~Owsdu<74$bP@c|C=yR*!3E8>4M~I;C{U zHobUwzybg5N>7a_RdJRMrVRQ8T07ja%b(H!^Xgh0=7B3fl|W$yY87CEPq@}cjzggA zIycqLClc-RyfLOuVIcoyul2PN*`j!B&|*Dk|H}1PUz+VjZWQ~YLEpV4X2Ui@^PWdRH`Gd@)%|vhhvA#AW)HaQ?;CjsFN85+#p*Sm zb48g_v;xKNHVj>meA6JuSBBu(CR(2CgNAJ3qoEYi^6z|;rpD0O2Jx;`Vo{}w`=DeB z%+#@RMsXkX$U(E8x{F2AmVH9gdP1YD6z?D=`YqVMhq(Fn4ZtXnGl#Y!7|l0x1oD?^ zp`XuhP}rSoC<*V(L0vOl(CfVooA_EFfOxX_Vr=St3IlYDYihRI#d;6l+<4FOGf3z1*8* z{>X6TYUUzVE;iz5Y1Qla1rbc&6T+b7BE5E7tF>FFA+;Ti9fcD}cOzGU# zHuot^>fF})IV!{r#2IS*-m<9Y*?~!ad_}vFr>9X*v-~;(p;~6Ad(I>(ZPycgd!72m zK^xq!#3b;$P;GZq8~jVEvQME2=A+RB!}It$$05+52z~p${XN$ruy>RCW|kZMg`yfn zV4nIWFqZCP4Z8K_01>yj@0%j|)N=A|o*9~IL(k|fODc!uh1cT#u>IqB!I^SWFsW6y zc-nB6{dXvIU7gA#3C+Xo*vC$kf63qn;;LDpG*7(}WjNpVO`Mz)37eY3OWfKGB3?rR z_Hv%)2cye`H+aPsS)Fl4njIoAjUFxp3S1em?`q|(Mp95%QJbOQ;|+dbv~6NbiWl4< z8Rg)9G#*>g5<>i=obz-LR-n)W7LgLzTB^+RU9vuXd)?5w8mQ`zpB1JyGpf-al3B4x z>CB4BmVlVmRrqxL1yaTd@wZc~YVJ{23sdAY1lf&XI*`naHZyD;9iY|y2fk)Y1F*j_#kbbiOYi}*RAH|0Ty@R%}#D{4( zs~guZkFoQ(U2=e?>0`W7Ml%I!m{xtzrnH-OhPmpu09qFbwIu4gzg}Lij?6~ey|iAB zo^QKBfCP%@7K}}nnglt0)hg;xHdS!o0spn$3=2i|>v=<%qeP)JjC(3J2MQK%>8zdIL{Zo>0>nuDs z`I0=-@^oEWgi-JzF~=iivex?zvWu1kS^~=@7)g7V{784P;=fM!u$R?kLe&yCa5YqZ z?ELwtVe%K=G1^;h#~XOKiUU)i^zicI;{i9v=Vcg*&KwjUQahT2kJZTi_@1W0nuZlO z50;Yiob(U3O-h50@a?tJIsTu7v2(XBx@*_L)=T^ML}Q`i%tyh+X);o1TZ(JA^13czR6%$M_zbm42KoF>S}gj&em?}_o{|r{ zz>wH?r0G(TkTwwCAH|_DQMk83X!Je_t$PgHxkOtd*awf}#z$!p*TFrdA>uGN1=Ec7 zg`L87mXO;){Fl@)&iFsKn#4Y<9t6~zD#BCMptfOW#|EKusrde&B^r=xXbq+g_Gp={ zvC;0LNRo*yxiwZ?GGff^B5gxw0Lx)0;ol^(UYVpuBUX3m1+YDm?-F(jVciN!-&V1b z`4mJ@Bwo9k%xI&Pbx9g)i`g8%;~G}3WW=kdYn1R@%+tG;Bz>dEBFI0QV!_r8_;wiue;wkI09gz9LyOuA zc2D9EY)3dZeC`Dbe1Fz;8z#Q)fplN7rE>^;ILnt7UZAV7GFQ5=q5p+6=y%s*9y<#q z&c4bz!d;f3t_WJz*GWZs;G#2w{gdI4>UZMNG_}xg=37^uZ+VS3&eWD9^L96; zpRF$*&z7+5*P{f7iRnCopu=m$A7L2z8rrrt^hW+ND1vk5R!d|;;`VQ$$u&C&BpS5l zw@5i)vknlyMvcPyh_@&^1uH&ZJEzLYT2fVJ=tUTZYO$UOe4$WQ&W>MN&MwcE;t;tR zx2W2x@E>X(wW?@Vkvq)XpE+P%&i)^A`Jv6q{m0db{gIRX55@h|<>y{j?V+;glvmke z{15RvXO+B-sj9q|XgXz;Xgft_o=whF>Ju`=?pIW0HxN_j9Vy#Ea?(zk zso=QJQdbj(_B8ss%=c?uDy53;3(#C_z3$twUXH#ezHz+tOe8G)~^%` zZWci`$x*61ycuT&&F8cnFXB+|8e$m@0$ioP_sw$#wuE94hutgjMTd9uu7xq~W8z(h z>Xq_}zPuylE*{A9;p7PR7>V9T(d>4IB3FE>3W`fhEZ>$|Hmd7JnC<#paTFmkb_HoC zj?c^t4JX)*EJ|TZN6O%xmVT1}IBk%9?%=&xgA;6l5^aH;_n^DsaQ{9{JdLgs1yo~~$tAD*bk5g9CPEbcR^r%O2OdK1if48aWs=GBzY)C=O zs2N`o5P^Q(Vu(V_zz*SjL1Ep*5y(OC?=+Z5A0L>7CE|&3!~U$0ix(FeP0Jv5K?r1$ z2ZSDsOM7v^M%p$920yfpxl9;LbZ~L5Sx+T8xBXI|>nsQ=ylE|tQ2V;3kXnN)I#5#N z2yITc{`SNAIt^Q&g`l~5-mwqPKK&v-(-(Nb5I^(z3Pnk^vsC$c?q@{3;O((7uC9Eq zfWDZAw{H0xFl9d1U2reds91;#UrI~lE|te?t4=BObA9{if^81NT~IaFi(yC^f^b{4 zcZAYC{9`0_acL*eYR{9H)bg63MA-;7w=kRf9H7GKq+hSv+A(mk0KJwza@zp) zvzOJ^%_oZcL`rR~*9XH{?Rp>=L2YgKBX4^Wm<_(r(>7o%x75M zV+gY-3&Rf$Luk*p_-0WQ;USecSreXI`runyFp~b?9KFA1YSeF7a!<~ZB#U$R)m@(u zg(!`zfAs50Xv!eG_*YB`-P~z~+ZSIT`nTkewPP`yCo@w;EZyMf778v1WL=KiAG#>; zVIpU>0K&ks^D+E3EUQk8c|6b`YgIx75DEx&f6gzPknhZBBMO;N8a!YfO0L|v6Qmu>z721pJ@vI_x(?Bpa%xI4)0~6o)}^qq?}K5+h<}Q(JwUu zVkouD)u?)rMu+hr3UQ_IW?S~42*NG|Tf-t6^CmswF&NKsu9rTNff3pG=IcO-@Ez)z zU#=BRv#;mPD{ceQx-AC)(o!FgYD9E_h@jKKmxwl1`L0(>rqf5v`y)&b z{`rpn)Pwef^j{xiv0+lQDGCg_Igf`U8D?wZ?uLFa;HKMF8o$TzIe{-&UX79+Q*a|?vBo#6g^u>%AFL&?zJr&-4kh;e`&vjNGa74WFoN1g9T19zzt9AVwCee zflm!F(VaFK*C;n4ivhjJt&am4%JZ4B^UgKH;_C?IH?$#W@yuPFWxf z+7I2Z?!|Wh1?ww~UZx10rNA@?3Wb?UTo%}e1q#F41r;D^qMOP2>cZ5n|GuyeFU-}Bs3p7?ZTv@l(bJ-%t*gb zQqLlyTq1WWy{wo2Yw7{z0rXV=S8zBi0S^eC4_JUqYTZ-Z3t^?@06_huvy+*6T}^^c zi(%A18^dwj`;_u?9|xp#*N{M*Y|*v&tfok{q4@!n?103k&GcwU`UxDPrl}=QEPB%R zS6f008S*Cb@Dq!}z=bN> zeTNPog|KN^3n2V=yxNWfGc0_?JhT3vA|5$OI*K_9=pS21;fvB@xnnS+7AGcT_s8aAn;c>rEUTH(*SU#elX`dxdSZU+&RDy?En!p3aUI|_n^{uacNg4CsT6nN* zyv)S$be`jt!@@;L@3%GFgV#RD_7Os2s~|jF`MNv%rfrc*tc@H`Ccyq;W9Q0FLBy5H zG(TJJC>0}LveN%Kk!E4S!oc}wZsG}tcJ_dvtsuR3{NM;*=)N zB8#7p0p7R|hK&+<>Gcmv{@@J(=D_18uEj#wQKy*eFg#EbluRPWhgrCA8Le|038}sh zpp4Fbc4v0q-W*@^V!-05xBi=(5}iFzwh+N?Qfk}#(*WfDp~g?SW)R-Dh={`E0iJd( zpRB-EjAAHGk(6vNVqgw1 zvD#27)UQ>SLb3bhpHsy$UZ>SlbKTHUwCm~XZwp>pKKcB!nAV+q2YxEp(f(O|6_DqA zKa`ZZoOaPetpFqJ-wy!;4J_R_xxuB~z71=0w`xQIYLnYiThObv#Pke4{KpjYdjj+hXBM5~vO{9}{ zMl!#(F5@x}l~N+<(tRen_#!3~--7Ig#crF7ZKs6yftV)sA1dy{3cu#zS0u7I@z<&w z4N?8Wi)*Sr`wmKX=cUz|*|9PSv4^sAfVAK^M;p#>gPnRsBx1PsNxWUkYf4=j`|MqH z#lo^}S^)AN7zsY2Y_Gsf@yiU0+>o`ryE#u21l&xriar*qs}5j~VU(ZIH&6UT4`yKy`iV5E%)32OV9vLxCNiU6C>n1m|MA_s_7Dtf0=~> z0;lsBDg;1C!W}XQsZ*uGRG1BWj#A1x5SK*f@?JNDbQX7D-jKO>KpPmCnP$o9 zwQDf8;#Hbo&@|u|EP^`#PKIU%D8j*rMj%n;LPigjz6usY3w)R`ZVW*rULeaZWAra# zWOuFYYk!Z+I?87M`D1;n5tRqh8Ze~0Bad-Ntl`VkSP9Uw66jNyo%XEs*VIOp9@#;H+sZ zVYmb?+H4BJeOx?rVf-1<;U9}BmG7mNte}vMv8+}nSg+Y{5KMHb{7_{msedUpy+UD1 z%ZpII)?M*8fgGR1F(SF5vUUx01jEN%-Ex;Na&y3qu+2KZlx zF9)vPF5L4+A$d*gn4C`zH2Lebj>jgFQ)LGbRmn+)u-y|DC7=f*kzB{P(cb<^k>M&~ zh(J5q6AN8oLO79-wnc8et~)zv`x4yfR%X71a-bwC==8H_Yg*jbIdO#5;H7M@IodFr zLHPLk1f5t?Ujj8{c2GC)qFW^fb)QtL?mOvT7-`W6JH{k2WyI||( z>jebd#K8zP);2aO?h&@Y7j2H*d*(DVQ4Hd11eq}O%;D5*cj2M0o7Gy0$_ru%(A#QB z|Aam1vepMnUJZGKGHx$ZqHZo%{ElCuH81zVkeTMe+ucYMekcn)P-wQs?8J61!0X&C79&IIU@drGnfz{OY-P4DAswv(XLU zdmX^z?cD?G3)MJcDw$zqu@>L0xSH_%8BK299?kd`yIEAR0yerup#Qhya!P*;p*-QC8EUKr9ujDfvOw=s#!h{AY{x|}<8M5WLYiR=GM9$IGj&7!3phzYQrt6(& zE{5Vg%Es_W{#+ALbAy+~lwr+q?EK6aPlN>5NCdKEN05CIbdG@(jRRPoH%2lr5@CKg z!@FlRl>;6;E!f6NPI&5AVc^f_qs&+$Co>f*?r%XOUI8ZHBh2uIH3E@8#t1RR!BzZx zYY{)bap$%1fF@v`8UDqrLIoN~XNCb=J5Kgb*C!NmuvFX!F?!)AOrekVq^@;mru($V zHOd>7jL@G6BcV1kd1iDrsuiO^?8EK2R{>Wi1@eWRlY{rH@~qwZdaD$cRVISf97xX}`Ou6O44-^E{rFSm`XsY5p706cYnHGOpB6H8n^qx+(4=bP`n(35Q=U*pGhYq8fs*&(tCYQy3iJZ!>&5f*zmZxI*ve=qF5upZs32Xb^K% zkbGIi*OuC01WWldb7PgIbom_p%(Zl}pL5GUn<2x_xQ#3Pf?a`bZdQHcCMsJ9*8XD1 zoT3RrCM3vogmvJH15O#WjQE%0LbmfW@IClz*d`>3UCDlF>d2m8 zN<_bfusX*2oQIsaoxD7IMi~}s#BTvw-rr_@gF~NQMHj3kSng9{5T!@GN(-xCEh>sP_3E8Y26Wf%O|{z9)B? zin1&~TgAI^1Bb2oZ}$q&m~aSz-P_HIX)yvHA9LUZ)VGENHd^OKVc~>}E>a`{P=J}C z)D26hh@1I6G_cHbC!RFZIb@RgXMp)<9@{x&bR}ljCRo}dXaiuOiU75dAJutbD31Fa z@=!~_vGFTTMC(!i9E1T*W%YvGOQ#iD0ZOpHMdl^+`8Jnrflo{GH%ezVfnt|?e_eq` z)-b)&;foN+=8ml@t{`S)Rw*131coIEGg@D?iwIJ*Mqj1)#%>imBGMnv0LBxCe;1-% z0xr_u-xuBR@wgUV^cy>?TP%EwES=qz>stx#cD`HslO#GY(#AzG^MRkH=L`)dA&RZP zW{a;Ls|(IvW-64c3eO9WZ|F7Ig9(gZh{`V-=7@!N8M6 z1EgF70zl=B!((c4k3Ty~Ej-9VQ(Jw^-;UpXzjuy9xIf|O2ziP{i>^*qQPt>O zB@9Rih&v=xgP{+Sm@Q&wd_wxH3jY>9^Uxq=VgXR9R>Gh|*)<}d)m+nrTh(b`085?@8zK z4Xq^0s?^SIB0W(t(){q*LHQtwZ6_Fi;MDOAaN>hrh~oODtV|v|Ny#9JMh{yh5C1 zVRsIaw7}oTD*pM8l`{|u%-L~xjr(WE?|?5)PbN4(nW)O~6ZcZXh-W5uYR?kQO`dDd zZr?5)1BE49&*N%x%2PY|{z_T0NwP%|Vzn+xh|x`J$paG$LLSP-8=D!?V_{}mZ~Z!CMs8E=tw*W}~DqgTN)0ksK=;^w%!wA_!=kTp9S%zm)6Ygw5;e&OhLuwT`xWgeJu2)|$${Vpv`Gz_(9qYN&?-S;+DcOk^*+q$eJ6j9G8ouzx{ zliySp^_EUp>Mz5K!Wa#xrl|QmKa9&IRRAcI!F*2v5mh;5@_|df8N&HNAXw}J45`vw zp>E`fa_G<`F}MZlXPq30IdvI;lvJv(R#3%wdoaOG?)5V?1=)Z*Of%T1rwHw z;b~e>(4k~>YYF8}Clytm0HLtzjBxhE?0~$mFYRI)K&o6FZ_4QXX~VqMA4tR`*|5C& zkr3BIGnkt3@L#VR(T7Q>;lI|5-iABqXWTaoM>)?jgYkUzxT6Qp7tAbE4(@V4jDDjBF$lFN-G&J?e z@R-?vtQz1nrzss5iBRpgw#<|bc7X)gGO{g*8s5s2JI1U{4^wbG2-chP=7q3NxHKH| zmY~e2#Xy@_1=FRmB|#}a)%sG-1+Ol8E96IXi9AcsI*xAO2jZ+g|4jmWC?xV(Y9W** zly?;*!nrf8sFi@CiHo9gkF85(;oQqL#}oQyK^Ej5J!$NyMhOE{k#1!z1oCysmdehQ z9c4)=C}$~)D87t}DA;d}7f@hNBSIc-kR`ko;S-mAhmvDB2Q%eQg3pia`*12kF51NWH+4uLFYNEOR~HH0Ie>_lybP?dJh1mkqu1y_w*kMIg_ zJ)f$B5Tyh*3eu%^RzWo;seGJO9d80zibOpMB>o<=R}z16ti?oP?tOU>n;(kOLU26D zv#fTece4T;3a^-oo%=Ntc14_Q*>HQ>M0}+fwwhSqc^7F(P6tHp3u&Vg%QxlZK|5y# z$CLkdISXqBuKvY<5ckl@Ej4KY3o|uv-%M7qa}LWhxpRtypQ{-6MPjj*)ftHj67}5a zyd!p*0K)hv37q)A=REo`d7F5<|$Yde=p$%rMy3S zCIz5g(+QoNdX<>BTM{iI-!c)|0(@L!>a~DNY9@+r5ii9A3$%r(4a)@zXD;*dG`3Hx zED1R;SMt@(&ft>KEx{5J5fX-JToa2>tDBs-TztO|T$Cps7YTw7?fY}jKIYkb{+~bh zlE1gK)}bx-0KUK&{>WX9Z1m&n@*kW_m;VhbzxytE$&_Dt^iR6-o44}Eru=^2Ev{S3 ziz{I40MmspE!GyocU~vIUnhrs{cCFt zkKX@9u~7V8MZhqV@WlP2~Np*Qc7|wtWJ}V7)$x zqrYCCz)`Q)$D5)D9Bqo1_sNPJ6DfFotjPkjX^5~z0A3H~5&i8hP5N1od^F5WR}eaA zr=LToPOvE2@yd+#oF8xNcvi*fLrwgBu<3p|3GH+o>5|%1w~wb)&HE2GxtgC;gaSCh zdyY4EG}Vfj)ewC9P1TJ>^W|kWKu$6O4(E&-hiRn{G>>s&{f>T0$+mt{iLB{&^wSE7 zn$SCsNqJWm%&uEic$*UO(KX~XtQ>HXwF{wb7i0)kAd`=B=LPvzYzSsEiDWgG6z!ZV z0ju)iQTg!HaQaXae`R=7Z+M{X*S3#?c8RU$aMQ(}p5P6~n^!fFMS(Pu6RIn5W5+Q> zkt_Qq+FxYnOf)Woa{rW*Qmd>UEg3FRJ`ggVVrM9KO(OP^&u>ARZKaD7ZBKHCQo*h} zxs{cV8cuEvMS2KJa%+G)1NR6J-J^p!o|;UIJ$dl2+_vEEG-2|o3s9xFDKZSKd51sm z_R3ygLfY2#l1`v78J*m-gOnd(z++gaYrV-FA$(FwWgz!F*GKSK7RjVYXg<_Fm;1Ix z?42E15t9xBUghu8YrQt42H^$R9!^`_1z}wUaoR;k6&&cal1jP>_XKPB%BB>Enm7*e0 z50yib_g$i~J^YR@QEw%Ebpt5y>^NaAJfml4 zn8~7N5sQ7pT5tZh|4&w|P;TL ztdExZ6VwwT$p?9C6mx&66jfSB?@5U1RpNCH8NbpHi83mHI;{hh?B9K2;f)B7^Vld$ zE~SB#LaK;Z6y?wLSL>EMH<0I6`ku?j(J$9S2a#wLa?N=b`&85zh?5A2kk?8)%{4~Z z|IUu@lrOH76zkV8PRA(wIN}*ikenFH!!0_xQ-oryagp#aYD638#S6rXR}t@!19NJ1 zXmlAVk;`#cRZ3>6^NVqQb#xG)>trwSKx*`42 zaQb&zsX4v^X;GJX14h~JD+w|4UZDVY_~t!(Z#{T;{>^nUz@C819>AA?fYGlJm+HJK z`BdM4?_QyHyRYWIQbVw9@Auc0m^VQcw>?KrybaiKfF_%gPwV7UBA@!wwd9wM{9;PK zw2ewm0sL?;EME>$q2Q%#)i>eHK2=?>Poc@d27OXVPmU|;${u&T)_AslnfJe!8h)kR zafRHlvGmKOa?cw11sFtc*|WF3Ue%?PXygn6l81f<##~jp;s>EuahV%l@|j=2nVmr5 zMwt8OH#Y-GW`oou)ou~m^{&gM?rkIUlEd4KAlcz(c|)Tpzm^n*)_8wWLbvaxC0Y>2 zciyRj^XI}F{Wq%L5O$bOdL|W3G=-sylGmh@p3*{kO2lAnTrPpVbXS^5d81A@U1?GY zg-;_vIdH?0Z6?wI*Z0bz#w`LG4EESc+nGte_iAI{vs_^e_SXasjdZXyxDoO^FTC3- z=&l!TQvVC17kw5Wwq817y|nGPTT+gHG=q#;h&p--qZM7OH(rid$N#PAnFL*p%!CcZJZs6=IuOQ6#5eJ`>@J34Yrq6}Yd!Cn4P#eRKS=BgMKm z${kZCk^PZ~;Lb~oS;2NCe|>>T9JVOv14OrIt@kMf%W~AwSMo@^Gur>%MtUK>p3a6* zn2OHxE3(*Jc=v2tGZ$`JzIW4U@1{*}ev8lmbz|D`rP$*z;`XzPOy}n8!cB8GKR33; zMQ^%k(|rD6?xt+j&dm%)oiKx@YF7RF-PXSWaBJ~wrfjf#CV9{0O>I_fQg1S=cr|I< zMdqSS>XyDI?ZncrnGpyZBe*|>r8>542_%UTk~B;S5#uMY&X^fY*I-Z0D9seOZXh$L zFyls{m10Xv%%F^Xd5~j1En^aOj0;*O7J(=>L`Pd;mCSc6^DTZtgyj42bJI_Y!-^gy zLo6dIRWbI3cGsqM>&}xhicK-nBToZH4>5n}Y170t6DYTd?v>{<$wqA3&1EYaKHFSc zFGcOQni)B_*|c71K8I&fR=vHeiwO;$*MuTo-^7^D828J3vddP@Aluk6SFY%EOq83} zq-RD9-((vznG&6>MROM@dPsre{p{ z>X_J(ThvO#g^qje{I?!<7NBO{Qe2mG^cAH%wHJj(Xh$OwS$+*!jL{is#F>dhPCpqkM)fg|rZp6w;hY@WKe0 zCfsdTN~^a?tFPcrXi7+utbYV8b6rnl>Z+z^Y7oyOJ12wEgbusfrI~#N}Ih!d40cS%U9qoWgQpvbFaZP>~H1`<}=ob=el3@<=tSSvXJ@_>F|%$jBh*|@F;$nhL811NbnhD(Az zs*zo^h;HB_FCFx!^Lzucgh3LK)h~dEwD_Q&CuG>+MzY|zAAz$qYovn6S(ATg`8 zmtJU;x#(_t+MCUo-7v@j0}-2OCjyX~i3I##2XC1nO}f+#4kf}`~1;_Un5u^I2^X^`KB zgc~*rv0y^vPcsh9FEQiT^l1y%d)fImm`TUX`4HCzOvA3}rfvKZq|0$=Fi5D8FNThp zFe21v@rt^4^$SP)VYqKW4jtOp*kI!A%M0AlEfnZuZbJ{Rt zYK9?|Z2mkGP8;?u8Wgx;S}=n&OamCOOfGDooXYO!uF&iCF4M4k-|`5Z=eXuLa4%kO z8Z?YFhnk_-)3Iq_L*Nz3Bflb?0)qN-lb8l%pkW+Z zSuOc)BLgjq&nN+n`iO)({{>4x!=`2ia>^BV&GOk?nhl<(G^a4BozCPxktcHV~pFiSlK|JU7>-k2rJ(#vPO4HtC-)L%f zKH5GG>dE=|@D_%i`C>%fDXd}4=ul5!YIO9jl-<8h1f~YC zc!teTAnR&K1f~W;OtBF_p*EU^NO%oMrk9$A8G@kDfYiE1c4;S{0O0|6sD1Fwk2ra? z0e?#^C&}7081w|Pp7i!t+v)7r;qpn@MiX1O%_q9{9(4D%4Sbd{!z|qsGhWujv^8Ew zD;6U3ieSNp878xv1c?#z`U-60iGrFp>}1Kl=Q^FMbv3>lgE$VdoK=%2FYe#()#QY% zpY~a`oc1}ao@#IHw7GUfWBs6g0eie%XgJGf(>C|GSz-5m;7CasY-22h_#OQfQ)A!X z{%VeSrjnapNd%9!1MoP1p^mFqC&@GrYwQNSh7rDQ1J9_Y) zxKS?@?6CziF_O;&_zorm{K|}oq)BGwj0#{+S?h-@DlyHw-`2rdYS@GKI)=qZ&@$G{ zjWABUUN-5OWwOxELsOO!;N*M=;1Cw9moC4+vxn78R$rXd&Z)0Mv>q$II*$RT;}Vxh z1##TD%REr87KUvcu?59O8m9mQLmLJ8hEtiVXQXe{bKFF6Pd%=RdR%*9Mz+mO-&D_1yyV-HOFyw%JW((8#Hu{8 z?VhOYH;ac6=&<>0!&~r=;V?}M;kKoJ)>pDA$^W=4ZT-;ah!e31vT>zpf~amYP0Yy7 z;vr*Z5G`(H>guL%#>m6ibIv-P0!@HO4ien4DoLzWmjhF^`yM~yCBM5NW-O|dH3g?7 z?2-#6Y<9HS+zd?%7T(2=o>=_QdzW}LGl2;jf;`dUkoBH2%q+@iCup39giQ8h{m4TlxupZqt{R>Jns^JUR@#6I(hhDdWkvD zPS2zx<~$fjhJ9YzNt-xKrm%vJVuv@)=v6dEj&5lx;i032<-w2p_YW@etV$a&=bO=P z7MHZ(c&(@Gt7a()ubfS*ut(Z!8DDNIyN$YD5Yyweo`$Zgpw{x@*E9J6G-9{ArfP?Q zGW4W3i_87u^6Q`D3{-@h#DAMdq>$Aq0xjkfocj#-ou3c3kEe~;446?&-GFHtRNyjZ z0JAe;1~AWUGk|^3G6R$^6Rd~<#D@$ZP2odL*ws3@rsl&*=}(I#*9@%oJK2Ss%-(F( z-B}eEuFF*NJ#=}Xqqor*D)_lKrK^m(FJ&D2z-oPE+A$a2&0f$;;Tx4!(az2*aj&V~ zx5?aMR_)o~PYF-#=#7}A5!#zYsy`2JYeIaCaek>2AFF4Sbe5CzHD562!z)c(VtlP! zZ+}6;eUI<8a=vHxyyp=w`Ri9xtjJY%k$N(A>Q0{b8=xdOG34EHohKn?qT zprbdMD)8FjJ>iUQ6M38v2JFOo24&Qw(f~u>?l|^{$M`roT>e|Fp`)7Uzmwq-(SOkHxxFk@rDK~ypUzZn2r>xp;gJs&U~klg{$ z|84L!J9P%k_71f>{XU$coOyA3rf4Uqaoo72n_`p0hm!Cbv{Oq7B z9?elH0WmDT6)esMA4d#SoJFbNb3x461#zcp8hA}Q=F^Dz{8EjjnQV* zy|5@2-GKck`NL7HG)6nkNcaytT|JOOWrif>GtUt%ge=ufN6i?dt1-^yl863dFQpnT6*H218q9L~05NDx2y7-_Sr0Xiwa#gipJcd19fSTxQ!mWqyXC9B z%6*q?Kpaxt?xQR^)x}z=LuP{#;!8>ND!#c@!RTACmQlJG1;LnuwVi(9oRQa2NK@p_ znj5JaC%}yqZ;$)NT2XP8+s|_l9(9Bm-(pQ2&=nUV+q(CNde2^8hZks#ycFA)-N_Wj zMCD@wfL{0GQ(jqSjky(_sv6-926A7$qxY&@OwVf1HD#~L=aq8$yvhajH)b&oySMOi zRFvI+=OcokUGL~OATgYf+x6A{J!*r)=ivI3hsEsm8<(0HKH(0eyHM1|r-KSxDOc4+ zPZ-AW9%jRE`VJx0a741z&4_60Y-nvkL+|QqXw5ZrL^8BvNey$ViOkI#8$oQJdha8$ zIPIQ0-I)_w@eM*KHE+no{}hvS}aR39TRn^$(RaJ8B<2gnl@_y zf#J-g%V}{*hv~mhW7E9EkJ3vhsHauvauQuJO0WYti@N3#R3pN0%0!I<({9u(2W?r- zEJV}p;^}l#waIlyO|uAb9TgvG(skGZlGF}n!|gCuCOc!GXCymALUt&zwnSou#xc=N zNBTrsl9Du`=_WBMixCh&YLX3!kbpj};ZVfb@e^<$k4oqWJ!;t~C0iAX7z@&K*vYSE zqMOy65L-2)5Mqb%JK+8^Wls`QV;Hh*^?G?`&B?M=%CgWqp5#SUD9*dxMZ-N|w&sM{ zstB{AJz;jVB+QPMgxS%aFk8oT?KE|4rz=ezTFEw3ht_cg3@)-%r+d47szfy*o7AB) z7xn@!agu=5{sC18vu>khRZ6o3c_uknAl6o$SX*BWl0msv711}Q3W)hSCW=YwZjY#b{fWTav`!qs>Pp-B_$mrKkV^wZ5hRDJ1hRr(u3 zMP`2;=touhdmb$XLU7L`pi4p_g)Ck|((2+5AlW1>z55~<_0hxqMGyBBJ*2VE4BDp- z<{~j-51u%fOWV$SCVTCmDhWadlze%p{N+6`o7HqFM5hnuxhB0I5(>^B5JI}4>A5i8 z44h;y`3CIgR>ok)+o>SMn@PJEKMT?KFkMRn1b}td&I`xUYK%Q;mE;!E69SV*$0XR;aW^=>YiP7SnP_!R^31~fGwu&lgjs~ z^^<@44-2fJQh=rD#XajRMJ?sVlUG z&Say##iXQxac=Wx>(08Ej-1P4LbTVxl3Gy}`SaYHe$efMJCvKb11je-Sq;mzCd;)) z&nY9xbi;m`@7O)P9lMnJ)~AkD&#sOw)N-D9?^0S$zdDvjUer2iTX6#Hc3)Ijf)IQ&`k>54syQ7Q0BT5+#>tuX8*=P|nh}B9b1Xrsu zbyyE35ILx~v(r<3?%V}C)|VZ-$emk<`JBREbv=l9A&8(CP=F`8$>Yl>}HMelWV9rnW|GXpkkRJB>lS2QWwYf^6-cvgt>-Kos2ONtxR2YJ;NsE z_f#AEot;#osZ!7)(U7R4_Q{gC+OaRzOcze_!`zne zg}xZ(b`ir2!)Vp@qA!NI{d{7W+tf@K#4yL_5X0PFDu%iGf?}ALFCD|I7RE3ms;-D( zj+cyKhGs0bY!DZypo2vWb1jcyuI4e!Rk-1K2Xkdz40E-JVXlhbYGDjBO@(<3Gg2sB z46|Ao!>o#JLgLgP!z>0zm^7A-VQ#b7--{W;yqs{3+29Y0VJ_L!&K$IhWdbz0Oy~&@lW_7Yvkc=#RMcf)W?lU5aLI}|#bqG6L3Sa`3VhO~ zW|@J};O=a2y)>r9SdKZICQxfPLV&Z=GiDh|@{nxQpvjL&Kw1r&{145Ha?wxck{yND z_9eRwmz4SEAE~oMa#UaV6C^cs8Ah(!TJPPEDmW8UnZf~e0(Z%nU56j+^bGLuaMmI~ z9?lZRUoT^d)rbHI2ut)XqxG=Um4#4d5JLsjC;Zn#HfBXbEbp`_k0{V)hkz40oV<0? z(O4kP_O=Ds4{NQv6$U3($}Kr5F$)9mF;~q%QBY$5P+T>qi-VvH-~~BxplxDO99t+{ zFx-PD9WcW=5{NLEHW^IRWjnKK^43Xlfb=zv-s@q4gyBH{|1iwlZ1KZW{5Eh-LdEb| zX(x$YyD0P_H_;=&cP@M#*FoEPK*~1tCOG7z!z^lw@wizoT{%#|Y;xSz*i+9spA}s6 zYY|6z@u@|0!!n{VxVhSi$D54nyuF14r`@%O?ssv>%Q||(4gR1Q zk_XMQXFY!>e)*l?gB~c|ZzOc^x@?2H#{4cEz&Xleb?idr1gPR|p~td_l)5 zww-hDEOYLi6=oTLFZ)PpexF$eaGg(F%swob00e8;pzC~ei(mXCQTLYFjlEG?wpw4h z!M{!hsMbF~hx-Po<^r{st@as*3b(`<9~{GmTV$`sWT>TS;CS&N9eD%lmB#|g2!d}9 z-e2$=*EbA+ZWpoL%Zex!T;eJ$8Gt450H>>gC|oTiPo`pUOGQ^P!oY*rtV|x4ItVjrU9&nhG|GKx)eHv0ZAM#a)H>@FqpC4^tcc<78*a_l#txqsU0OD2F$)F^bK1`@hGd+OPTJ^N{5AlOD; zFrf*Iicgb@_)?PA&ug*ndD{_JqZY`#t}dmrPeFJpSq>{KL5#9Ep3<>o-g`J;P#cKn zLSm0+6k#%%x^S)JI9(|R2kqRVC)jlDGl!3O$=Ck_Q*E=FX+7)thW?zEJ@xS;UhdwJ zyGAhF(Bj5c>va;)42-BTmWHu&I7u=ehskWY^>Bj4rDn%7)y-JHc{>6rB#3M_Q{x#T zzKAEp1mE#Yd|^9CGZUb*OBQhQ)k-WORue{THvZ=8vG2#EBI_6gSp-yf3EVLvundyB?9ew;Y(&6PS_< zfT}4VeDE^G*4q}adJ)}8zKP*Z0+0GXb~J$%SlMm->(g;~#Jhstq`KS?s+;<*e2?=k z`SdQ~5sZ`q+%}v`xYzGWQG&w5q@0I|_sBItH_li;+Uuh18$fg|R8l&eR#*hp(%-a# z4ySQ(IK^=~?oU%vH-M*jjE6Y2y*_6G7;$8Q%XL6Q{^v{ z&j(lnY=~?kpb$7D)esBOhGX-fLJIp4l{SIIp}Mw2%cG7yrqXd7k2*xqsH2aov~42$ zpm@8Yjy|c<3#6|nR5v*#sq!l~8_#50xacGDjV#~{xDwTce>6xTHgY>BTY0fhFn>Sen_AI-nB`Y8<9@H|ChxxhwGvnmWM1GoBYUd`tFA$3CE(jSS1BZvLF(u|I)648 zRn*b@bjrm3y*kydJKwi*2iKT(YfQT}25315GqM(S8lpGwzMN06eHr%iG3^cEKl9Cc91h0(xGH{BGW z*5Q|J88JH;J{a5MxCeGzAg&;$dlw242%foVOR1Z2c}A1Z*oG^wmG@plEySL}GfvBU zUyFh*yStmHYvk{}7QbwidoC3v;OSCZr=+dcE4OtcetC_w^-A0`X7|4Jh}1xOZdD>I zn>CQk1p;mCl^gjQT(V1E_&VI&vIpMUd*O9Uy>J(Pd4t^ZdfYQ6aAX8j z3m(bz0vrz_{HX;+YfwmhtE2By5R(|5RCR>Bg*hWGFHU!60S?rTIzE6+ z2Sd|w#}AG68`-af zjXaM9o_58!xNtKP#d#mqL3sL% zriw~Jm3b1Rz`G4At0mv5kcuL#0c6(Cyz!K$`+O4^Z#)fn^W!RAZX$ZH0?VzwPmP02 zVmt8rTq-9j4j#LC_4 z50)rJlM6Rs=>a}y(k*fy_0@N=Q2hxf{2X_}&oOsA>K5o;_Jdo~$D;Uq_x>M<=wbqvKlE5oZJ| zV9d>otfM`Cv5xk;H}C7MqrHB?N( zS5hofv`${#5iZcrB0aK5$KJd$i>wwba&iHS6rZq%84M(%9yeFZys=vF#^wUvSS8Q$ z1X|KFs(iC!l3u|i+Y6Yaw03#9wT?-uf=Lc7V3Nwcumq=Cz;`(&=@m?JU;&f#%1qKL zGfA&tlF0%l>6MwJ-17$6-m-_!FZT6GCA$|h3Ao7%D9IIjg%|3Da-9#k&X4V(oWl~D zkBk)NhBgQRxSfrX@4h@X#uXu_t>VGAihd7#fT?sX?qo#ZRdxcEC+7eW_x zdBrWCuq1ENO@7l7OO+M!)|Dz6`N{2@i4YEh1Vj{Ub~U>VP-`>R^Qk)@6TVC<(hBXe>uB|1L7@hP43;8fAR=H~B3r?? zEb_u?ah|t^VGAkSCbMntkLx4m8?EvZ_9mvtk^M$XIAWQl`^p_EXqbB z94q3<9W=3O8awi7Hd)nv133>}S0r1iGK*%A-z0#^4wtvhihw%#+X*gNDHGnq5F_SiQbEcKZ=l zlZW-~w*InxvP8c=fdXvzr3Dha3;kGPwbzZ$48euVeVWUCdM5eC%TUt7lahZr)O*+G3qS#4S%#-_UnqxCpAkZrI2>= z^%Y{LVM(OTO$P+cf*)(LNZc7V>K4%Y8YSYq4MbOuC@F-nEo4zo_6#8pr7@1T!fxP$ z&Pfr$TK@OzM9i-BKUvOSMcs_fB0EcO8DSKdFdN~gacLiV%>14^G4f0!c{@?!HX7N!2(4^ z0b~NMhf^|!Q`+lQw?+*N`_$fJ&QBwykBeH!%DDQWMfv1j9c91w zq}@++yg*;a%Gg3G+exGaQla539Qi%dWP8P7No+~Jobg6w}%UqXfDb|I;E1}WxeaR;b z!N!Tejr!!LKJRi6JaIV?<(?HK5-Co42d=nfEu1MZ;?O%q_Ln?%aq_VV6C~g6pjZ{R z)g7*pz-N(05{Hukrf8tTv>YXcFHbutPRuBjpLaaeY!l=}|AE|)wwG0LxW2z#hHr&kHDu#RIg>AU=7> z3@3N3HMJh!$OpeS@}W`56F=kTQEJtpHbZjY3R9t+RDsi@?cPu^6$#z(r=GiTuj*#Y zO~sY*DSif9dxNPkLU4tt5I=93sUWZDFV>3~BlY`$5pKfd@MU1%5Esj}{3g>#z7#VJ z>&BOQU9sQvy6HG;x?{qmRvL@Tvt9`$lZModZ;JtbLdwTa8mV(B_2dIP(RC%|sW=$6 ziwMD}zA(zN&Y=`~3#OTNnKevkANO1(xp`Hpt=CB2Zv~oiou!qp0oiTLG+>;qQTI;= zjn6n-!lGa$Ri!vMKvL2Hh9)zd%9om&W4+ic-;BBWHD)mR-YQhy5TNz%txD^rfdeol z2a~U7%yFr2Wx#iRMo<*D2?h%brR&|PrlCHqBd-o90dS%tk*zEB&iNrI*6WajYUWY$ zk$`Lu^BMTIE^-aASVyp$M~W&OFd@w(|MO>rV42VvFnUVBPNB6JJyJ?3DZ&CHLg!HX z6u*&%q25i8bbjn&A%Abk=Qvjqp3HXrp%%_zuueIxk(0C`*Xqs69Nv z&U16c5-gZ$5uG8OXXn8jGseeDqiW_nLKI>sCgcqMQenHUtY0Jf$R;i?9Q__39=zY# zAbsJP$P{Lf_y=`aeOgvuB&%;o0^{i`S4;;Plw~o*WicenVyL_=$F}0tpsaZWa@sHy8w6tuW&tZ53A<)HL16d;YES zC0Aqb#p6pb!RD;VZOno-MK399dghXURjkR4{7+fazcgzCPjdW;i?xqC_40qt%$=g2 za;JZr+==l0gT0l}$DrIio|QpGFDZk1=8}Jh49dYOzK9G;_ZU=e?aLWd@RBm9AN=cL zP;TUZ%AkIn3`#F#Q000iXJSynPZ`v|eFmi$GN>Z#@+=H0cu5)55B@zeC|CCTMPyK_ z$Dm%OSoO1DQ2HfhP|yDBVo+}6f6AbKoD51WWKeF&o|QrApE9U_`wU7gWKeEpoRvZ8 zmy|(0y99%Jw{wgoj?x%kXaRx56^faKMk6mRKy)%ThPDU7T@3#?6=ceWSU@mt(UUG2 zc_8+f#sg|s7m*ys-vROyb(7;i3&O)xNSt^je|SK;JqUMvXrK8nUl3Q>JxVF(>Ae!} z#2vwOuOUx|0weZlm}wha<%*IwB+4O3=_HNdxYWkKs;O|}bF|`+lIGv5kRN{)o4-%x z?MLt;j<>2f)p^@kdRy8S*!}PSqI2URJmaqX(+3pGS|_L0Gul>;>)i2C&z-=>cogxS zcPRJG1Nq70`N@f(n|u-Fou5$MWIrxG5_FT#{0c(TbT_#Z-`u6$Pmk+v@+YbB>`_QJ z$sb?9{N71`;CS{K-(9{xa3}ZjB>r9H6%lNCsE7wICpM5`?%($O{GiH0@z$!2er;&N z*i^b#qq4K?Sh_>ub~k}N9wI#DXb2>NDEW(q6f@T@h=N{k1k?HMK5^^Xjv(l`I^nnV z!Wq%JIjdb5BOA7*=>d}@Aclarm9tP{z!09F{G%&~9wv{zLNXQu36=-{Jdj%43Uq33 z1*H(oesX9>EE^Fe%NNc%iSi^?qSkZjP0}z$X2-lO--cU=j^@iq3`zhCVgSof#u|}? z2vCtgl%$*7^z+i_d4))62~V&IeC-mSqxp?UPJwJKjUfxCi0>VgYr^Mo13#pt5D;vb zw={X-EuHDLbnr!J={q7lFz3HXVjM)$355Rm42ZG`1(eHApPoBCrCSCO8v%=APeD|{ zBQF)fWnCebOz|u#gqBwoLQAWgi!_OdFHX3bplHKFiiSe93!nAuL*F@xkcFYp%j$sx z24(8Kl5BDY7giXy1aSgfcz{EdCW566HaI6ZSV7m(_}#L>@OyIGMY6W_{{<{H0;)jH z2{~PtOhucrV*qMXRK}!a))0{nR5Tz2sxSLuTzT z!iHl#)a;Q*Pcl)hwkgv- zh|WrjDn=Vb)m+7(+KN##ncmJ?0U~BfL$b=|EX?P!(l?hCLvVLDrBH*Gn#_z6Suv6N z`Anp5{3R#Sm+txOo?dz)!=}f1tmFu2brEeShvgVZC?*8ydq0N#9^ktK7wdL9j7V$8 z|A(i@{~1p7k%}6aD-(oBbQF; zw@$shbyWY>d6`;~hTJ-Mif6)CD4lN|#tSlvj-ibbI9Dn<;7K{HfxuI~_G6X?;d%q^ z6RcxWzuDhilo~8up-NXcosAM)?+S1675KdcgaZvtMq^asFI7~_X&i2M8E>uEXnNA} zp6<2PVN0llYa2eeoAzK-^s7!^XIFkB`RX1eI0MMsc1*EZyQ>Ax|Q_NU4lU1zR zAvIHqpR`~HIcig+!gML86`v|5@Hlf z73@HYXM0ZkrvU)HZc8NT1bCUmOW*ai??{pXf?6BKw}1Od78i3Tlgv3VUBQ|0owdq$ zIkd+3_JOZ`$5ERjU;B<{SK24=#rrQ48KfZr!Qh;M;9Y20fxh*3lVNJ1;u6J5oyP8e z$0^DAbM7-PQw7Umg@zwedf{?DR*Ih&I!U331bG(9pn$T40>%Z~M+#I2z#V1{p(bAP zF#?8M<^devRW%s|mC<(ZJN{Xe(9>Gg=6bnFv?rWQ*&##FBcv+yCsf1l0iuC= z%P3fvPhS>G)(-R+ z$^%-ycCwGVE|sbFw$Abkb(t5%lI9Z-*ENvzLn^o2q+~$KJw%E|;=Zk7Y4kuABWO|7 zw%qS7`jT2R>E`PgSYTTA}*Vwd42Rx0(FJo+v8vPEQaIu$CzDl|I5cQ*Dg)#rk8Q0Bb&P~ zsUeW020yo%_=TC3y8Zi<3g&vvW@@>Xd~-h+MvAq^PI<{=tH?g`wcCnme}Ltu$lT$+ z)2$7D#M$`US7(sHZD3oHf8nvQ8%S|AR0mH~2aov!MaYA3k@wF0xvpqrn~6;kTEl{$ zlU*i%%7+OUMAno{CEzP;(BuZ)vJ-s`nkX7n05rld$d~7)PiD~e02?I-(0K8C+~6g- z0mtj;Q+{sc)FO^00{rDA?|7y0;5#Y{S`^OQ29zbnVNha?QDTkpsXs+aJf{R42G!3- z_GvG<`=U6{P5GuTjK&DG2+gzA1?Jg4JFzpgF18cH2PlMqhY9JmxHjQmBUynWPjhls zH{pyupnf&^#CfcUg+Gnt_cxKlrLiU8m*8Mj<)uDoX<)EOt77;fr*^i%YARr7aawUO zP0Cbu2rHth9r&QG^(_==LLq*9U`Y6nP-LraMoMW^XevYsIfN?pk(;j_~A(L-PG>~QjfpA)Dv z?Od9fZzBnRgc6M$C(FBYI??b>|ekZbchoTb}I zYnoC4y`x?)8Pf+ihh&fg7gv>kkz`xLRVH3RN_;``(Mu(lJ2c_Nk^pc(kH2yiU97!# zagHw5-u@{{MgTU-f_z*lzbr*~j_C!2ryv-6tnuifJvYJ=Eb*L$geS1a`UuZb4SX~> z6J`89K*4TRKQd)3J!dgxyjA_s28L&9;3uyz9%?fDs0}PVXK@1$^)>Lmp39GU|6E0z zzVpw2|DkUjK7I5RH{)}(=^s9G`dxqg%%OW$+`MP!X4%snBq?G`i$90{yq|+kGC_&=ml*_39 zrV>BtDF^+hI{HaeOA+J)0b`*M=J2nT!1gNVA;u%K$b_Prfc~mHufBocn0uRq3&|T0 zb<@zF77shIB?)dFvRDfnb^nyO;Z2p@lx);`-jLAY=R~I7_iQe94cM(bEGLJuW(IiV zl(~w?8I>}WwQ>N0c^>$a%0Bd=FS*beZYEPnK6OEEV|#yZcMB&B(8eOwuIF%cQBc0v za5a0Wj23gB2N1A~oBNnkz>lFW*}fBkKI8#p&e=>VGSU?=dMxF@`OG;GCltv(Iks?M zd+M9kpKcak$mdaUYvXse?E;rAA9wS*r`8R+^OIC zadqkgPIg&WijSgnyl%*IMjTjUBt&PTqZ>o0$3fx5U+tSse{0Fm?y_`Cv}W-4oWIbzHR#u4*M`eshkpE?h|IDhvvPXp&Y< zC4c25zV{2hm)mt*CLF@tSh6QrB(i>TjuBI%?4sv`^kKz;XAX4yHzKDH9&V$@d#|W zzZ!tq3g|Jkqqx2PL8aA=x=ero14gf0ey`~9JIPjSV$Bvbo4@_Cmpol#e>SOKrk$*~ z35A)HqH7@Fn$Tblzt08|HruPeKtO~2N_=;w6XLcPvj!6e6gs5?*_>dW2kV&ER=mF zP7ra>&Fm19BQ!eONFJOLaz#f@xK$kFkq|N1Qdv6Q7iq9$kt=eMuwiD1LoeSnO2`hr zgjmGF0HXN6yRBw==u~Nt3j!7UmIA@YX2OeeD5Zd&N&5VAIxVKho;+b;0r~;4ld`I* zh=1U!aq*yfEJP5bq1-jmg;&OqHg|P`SHeo(CZtVZ`BJm6*Tbfnl zGde$%IP$#Qp)b%g&X$&kX*2HjTDIK5%KYBTmUt%p|K$hq>FsV-UGibmGiQ5PO&ZAN zxo3uE=?4+jD}Rz&>m^pr1` zlO-P(pUaqhpcs?Q%}@sAA67~Y6Z8vSv*ejotV~rrDYtT5n@7U(QMQu&b-G~52aRT& zw|iYTxxZNiyz}!nKu^l53VzChde%LI+r6dG$EIg8h3ll#s8j_1x!d8s?AG4hc)UArMAAHtf!7-Y??)H|uMx$)`Uv?VBXDPL zBz}Lv$UJ+7k@?b+BlG(*GVjSaGS7w#ijK}WGVjS2j7)9e$hf;XGIHLi#CHC!Z#Zb$ zTZ^-U#o3|a>~L{*G(R(yzVdgKenJSl#rj-z=)D}EhKm{!=P3*bzgx^G>V1r&Adt5{ z9|HOO{N^0gZ{YGg9<(nPVfc;=b$!9r%U{IyhDCc_Qi)--ZGZ$O!?W$Po$8jE}Hrl!595EvRGXjD#EJZAt; z<03ww6s!rYD>ea)A+*)dnAEE^18i%tA4NCs^?E3hD%eC9B93$ z^RVnEavp|WB(C&m9~V6{w_mW=A^)G9+rP-|{L$CQ;EUgqbDX<@*dDsGP~M8Oqs7_D z{LINI0Sc66PD1FD6@IAnQj6`A#dGK1S16Rl*}>xMP;qv+I6GOK9WBnDeBWXv6D_@U z2`$lEq$Mt4gR6@T?)HVwZwUiqOiJ>_24tKltJq*`o_(U=>+%@;0&ME7vo2lAONAom z`SYyQpiRJtS!Ut8FBmDnXb{DEvP>y~lQY_&3!ebi`PTS-%zC|X3AaY%Qir#@mzw~b z+-S_%7L;4`P^Tr5d<}ZkT#$ipRPsj&QTu5XT-*&|Uz7ZKBlDj7JpU@=-S$rW@T&b%l4X8={&7CYOTJ%2@!9=GE_^3G zyz@3Wmn;qb@Eh+$mM)TdSMawYPUv^hRt759W-?{RuAp&(1PNs zlFMVG8!}~AG84h}U}UBC48lXCSHTdabwoG7p9JWTRZ>Vw>!IfSj|u-p#*2Q&*jPQ!C}B zK8BRCUj3k+ncP-q1{%Is2`ZI}u2d?j0-$@(+w{kO^M_ykt$ly_p(ngoH$%xzQ7FQs z?A!kA2m&eZe|eKhCHS6Ge>=V(!1q`azS}p-e*bevJX=lffBEL7FW|}hIM`ycVj&h?1Fk);yig5gy=T4RVT7IhS-{+^k{fGQC z=v@%nZ{?>I`_=rkYQN@@jA#i|g|Fui|5pY#OMKG3&m8frN*ulUTk_C0B7=Ya6PGjwVMLKB8*GUrJtX33r$*Mq%4|jA|LbZ8{Z`wxcb{9+_tj2 zNSE^SZQdfL39Ek*#pIVYNl%NfiF`)R$PYr=vh|(%EWO~^a?L6C}DoG!q z#6!3OWEG@^(wE=Jktm8Bkl#@{6pS`gioZgX%4*-sBIn(ZZKCm24N7@ApC!mgj6#nj z2&TgG^_;2Qz1c)NCEN$e0<z$q z;v8uxkH5e5K^M#Z{$8Vi0ieex%54R*sWsZ9> z?8h=v$^RUey`m(F49%%ZWI??b2qt*KW8sli(2Q_qK~b5samv2OE?nt^$Tgyfzqtq4#H7N%@bmKT}G;~D+^q)yj`Lr zQO)u?`gJzgG2SKBYe+P-=aR^w7%Gwa@-kySr9%LnRW|sMV2Rv4;46=cQgZm`V^S;B zTr@6`!=>N-H;I!Xfnq|UC*6;jYOvb(HqG6CxZ(Y^0`CKf zWGsH0Nb&WCiICG(anbeuqUd@*kFGDoYY9776sZ~Se{7VCM3w|=Q?lOWdfg^d*9^_E zBcge=yJ-!vBVw!8({}!C-@ID_0%^tAbAp`(*;{f zY0(g1jLgOhT`pdTTs#y^MlK$5J5I48cffR^0haWun+6#JtU^Gb5fIXce)BK9|}D0QW!F& z(Dkz_4$Va)AK?5#a zLp>Z7KtUV9Pe6V|!rq~r_7&1Gw+)}`h6GT!%*d(!%*c-Ou`mJT9X;JZ=#?^IH>;Tn zUWH5n;@Lqc3oI!L-#mDu+*4G*9M8xd49#Cu`=?h^# za{}C32FVKvk|z%gQ9TQI})J22t zl*0ifg(x#r$n&K9YO-&T-4Rx8k9rcg>xqb+b8ux3s$5o$>`{*z!hL;3^=MRN#Xl+$ zuE4Su%NoMMZ<`|Fd}7slmeG53J?ra{39-H&e`yJNU_$27kji?S{0%6zhltQMM%z=T z{+hH_Q-6cJ>J#pPDw9=(vQkv;cGdNMwB|mm|Am`-_e!0JF12nZYxIQ|&GkiH+FD+P z8rW-SQ^W3k002>mX>3v(^aQ?`LTeh31v)@evK{uKL6#vr-RTy+Z#Fb5teA4`&Ci}kxHjT zMGOf?2P&p=L^mbDWnr&`DIS*ddp;qt^T5%f>su$!PB;A6@n>~f9e}g-}C9WH*d!0Yc?JI*xjdZ{@mWvN4%T&>>M{L z`IJk0uH;D0YPLyn0NHvFpy-~H8kmq-Uq{%OT1#hTIoIVkh97oi-u5P} zC^h5FWSSstrn$Z8n@}pohk!5N_?)cgUFK~wq4CTREGbRm)+rNjZ)&*|+2+fbZH`N? z<)v{KBaA=@A$tIKt4JV))`g453tqC~Kd z!@ArIuXm@U@ssk7OH<#M=>u3L0jIw(3X~ud0r-gkmg_RzHFcP*olxT;tlyJtE|`BD zw{B;Z_4*B1rtCy_y?&!4*S{VI1GD6A6C&<3`OK?v6a0S39XlL9@OO-7gPWVoAA@l& znmPQThqB0?K7HDsP3y*0W1daH82RCu>a4)tJX4jB@#YO+{5M>0=L74R`uO#B{%Li6 z>P+Ox4XK0NdCOc$?EW{FtOP;_1zFBB0L*O&av@|Mo9xfEQZA< zQUTJOmpmECd@DEKA~G{BWe_^oAgt>uj_niJ2Xql4Ebu9OBBb#ENA88 z6+)*Sq0@xQLV@=k%?1SD?ajDH=!O>%xC=i9*NRPcOMLa|>MRlQ=I8ZnO3(PyYBu8mWFWT5?yMqY;d**5 zS0G%%Hg{i-FMm+I9*^NwxVgETmwL0kOAh

w)VCcxv^Z=;E~?LN@B|7II|hSwHSy zZQjII)Tj0WsE@yh`b0u~ZY-#eDyWaTZ_~P4#E1v-Q!(nkY-H2v>P_jW8QC;H zuWw36U|j?yQaL3W*|hGKY=k*>&q*#%pZ4~c3dzxk8Qpa8Eqn4`o;mI9!L#LhB<$T_ zpR9K8+jQwIa^W7MK#fLCqa|Rd2GlL`Kcvo;_w{Pb|eYqMv+% zOC2(&d+5T3}%2r20N&9urOMxTxMabfH}}^;P4QmjBX0rp@NqS z5~_f`H6+bf+j)I8ap@!ST%8=bB)-p7{(tt~2HLKwJQtpGuAjZmS$pTKzyXe&Sms_m z#Sdj4J-etUKDoUOCK)*LiQz^D;o8zt0$2vmbj z3$;;cjWuYr^co?Q1Q8-&p^BQeXhS9D^LgI6e)c&hA%PG=uOnk*ue0{rYt1!(-ueDM z&jS1YRUUzbnIL82R$uDw`}yO_{VHe^I&SR;pHOb^&mULWt*=w*=PDWqaqO$YWs!BV zeXYWeu&OBWW#lI;qQZnyDC^I!k`mVvGK)1{{as*M%B}y?Csd81z*IH#+r39k?AT%Rjy!TJi6chX1qnPUxFZP?K%x@(B~dpV2v%+& zK$N*;>LtENY@P=us)1oNb%~ARHXm#A?yfA z0mQzGnJYI-sl_cpx|`+EBg#{>GQ5phW`4+46%d>|8Uy#l!K=oR|M|sQ)woX|6kKlH z#h0n$V&)?14vPvyOzP7*Ztd5$sqBDb@|yN= z8VF7r!HdZyJm=>|h*=ZP4OBH91CI~`XHikAZV;I!Qk%@uJjg!e;5f@RSoATo=?rU2 zIhu8s*eo?Y4+JHNiC_2)uWiNhWek=qQ+#<-_m>S9ECMgYl)p>>kfdGUp84Z#%I&;y zo5~&;ZZ;4U?>ZB+W~s@AghxTyx$nm60?D%qQm4Cr7pBg1pP?VPfeIGof{sn3e`A-d zu)$?-E>g76*NDxfl^YQ<cYzXiGWMj+|-7E@(HLX(z#y72~s%LmF13O%R1FOu?YJ&;OLk zYR{e74w}TG8XZGU?6BOshreq_sMCw(2VcPt`sD|`lYWrM4`^LC9MI?8L-;{Ue$Z3? zV7LE4Lw?YJC7s95v4_c@^L}g_$N0?QWU>YAnTEvhRd%s>u3xSre3k>KA z#Hej{>ZoI0V2J0QDJ-0uBNga{u`#FSFy#p7t>9w+kduWRX73-842On5QqVS_u>f~E z6=gIAj7ak3jGW1NLpkXRj6lKl5-JXfrICvlBV|{TzYxw1>*=M@d|z zbjvVBL!Nk+AAyPsgf-7F@>)J;K%Qe#XHvIsLnRgjE5ko`c*^I#MxI-LXef_Vl$prl zu)UJt8cF5`yP(~$JzcU2=<)?zH)$bdcZ_7B_#sT$?ILgxy%0Y^x4`XCtF+qL!qi4sbm3k-TQNsDIkX0c?i$UFV~*NAS` zZV>BCf{zVe9a`d*Y-;Vvkyr}Z3+(EPD(~HUc3L-q|8|me*0_<{mvYnOoWm?;w^OmHv> zGjb@EBtD2r^267bBIOs#*;O?yy1(EDD+{uWq+}8fZy-+?B7|y-MX5hkRl%k*fBdUqA~!T0pZGou}VClU!IWFG!xMp_bbEFM=_VWmVVIP zhk+otXZ|Tpbv2=D1F33dyc#mnc>$^5^?XxE1gasS#6?662@k1;nBtiib5I^Tsaw?$ ztt1Sl(m(>E0$pvyf!E(IE{DzOcH|!XmuSC2)^9PiE8-d6#qK%{WWvEiC8M zDCblHt*1+pO+BZi6^*p$Woj#7`TCDdp{<~|AVQ;s0?c%ARfi>gzT+aITSb5~DN)^~ zn4eT~_Pme``axU*cfX)XwBu`sltC|pS>$DqS05+Ip}G`mA<%wLU3PSLiJw~iB>sSy z5)l#~LWD54-5b?turyc5GY(gv9Ff7YXKI55w)3tj43-PoU(9^z5*6pL@1B?-Dge?f zG0@+HA-SkUbWoqe<7I@V2pBf!6rCE%14@Z-u`Heo>sTXZ*jz%1u&pK$&XZ1EA`;=8 zw7ky~CrM+9Ie)R&--pdP1=k2tBe=wu%rzIweJ-po!?yBpROEy(5BqBn1n2stTRv9Nh zBK~*#{O<~9*TVWpM75DD7AlD0;OHv`kXgq%;n(Fd9_(4!sLCCM}Le zZE+M5HYnt(t*;J&Ssb7fDG$WK6=8`)HmDh&0~7Y48I&I4`RFo0XB2qsR-)dNg_UG1 zO7^lJzE*DQDc=yG@VBMyx3TV!^4a>`k4gMv#Oz7L>=|U;ifY>!hKzO=`>A85>8S=8&X?p>^Y5)>7!nI8K zP+7(U719=aC`+3N}=EAudG|%q1*J6(*5pqI~Etbn7T>Fs{rST3b3RCC8P>)A(zv>LIsHD zm~kzG|8AL!SNd&!mF|A#U;LyDD)5<&!+K^^J#&?=p1H<9bG4R-u43YJR5$#?y5Y|! z#$8Vo;krbG>ry&^i-mt>;RJ}q39w${HxUKW#%~)HwfM(3Rj3s z60YA1r900Psj`G#ipuk_q`qeNs0oX9mnv3mPdXvOa*$Pvh556E@VIt+PKpIhr!l27Lj=XUC@9cd z1BJZUTXce7ZQKA^(J|!)*pLnIe;l$Vsa^0N2M%cNGhX6sk zwm^VHh}0wk0Yc|^RK;ilM9ffz9{Cte4~ZuPruHVX#0~jjp?4m9uj0SHs<7Nh+#8Uu z(ANP4C842ces#d0kxs$Te7IKQGlyX{hFw-;_@b=F#^G6wxyrtJnpG8x*aSuQML2dF z-hvE|$b$UNQM4c#i1JtkNX(#V63eV5T1PB2=dsf@flLH8%M?(f#xF!(il_B$`DJ=-`;dv?N{f#&l^ zHPb=!;Bw37`HJDZdARRj}Z#*I4sD8@yX!4}~5PmgNGS-86$IW7m}Qve3ra=j9xd3IzEy z5g=w%F=Gr16eTrOj_*h(+j_dt>6wBuk7ZcVK`Q0kx*tENSPN}~NmW>=H1&m_3?Ig2 zc9_fLZX^h|st7*$Oe*%GFhi~T>4PfUFgImp6^b}kbn?(W|C0w*6$NDip#Y32PiBcp z6?*QFHgiOX@zU_f70-U+exGfKzgBJZe{J%J2w6cjO@%G{v(p7OL-^}GbcUGNv8WJ9f6R~Y7Vhf$<_YgtmkU8C7hSv*n4PtNj1iuaU+%Nf& zH&xJQv`dS55?AviW`rM9(Lpg=M*J{un~}#Yp+gcFkOtL+8cITF8`OiTZ?0b_O*wzr2e{_M&Z9x4bP$&hg=H(jOZ@p^9_Di*~y{r8)jqP3S zS7K~G=25V`TT;?nM?@&kUMfWFl(r){bG9H$&7;Z`!tm4C_BTpW5)rKU$B?)yN&+`S zjEHENl)=mv1!Nw^8C%$FkDBR$chb^Lx8B2L`m%RPv)vmCKFqToRt=VKi4Y@rnooxw zBBl!)W^d>T+1+~2%87IqChi4fq7H<1=Pwr4v0%uORDR(r;?oa$SzN=?VWPB0M5p+Cy9+hih!{hjPrpN-!G%mnQBM)X87ht9U!HO#| z)1;eq&kAsxXeNqlJE7HE0CRgX+#596&E38OC^4bRi+%~N06NZ!JnHbz8O!pxLqzub zY@6BpHbQoJb&^UnPMX?DK`WIWQUd>{{gGapd%Puq5n6irAadL+4$_Zk6G+j2)=gv$ zz#}|6`RjPz9 z-NqCjN*(^d|rVD zpos=B%wm9p0MO|YmR+1TGXu&%?a|1Nt;7nBNMaq+rs*SXTD-DC^fgky)|8|oIjT`E zD=bc8(*`yot+Ak5##HkcwglzZcJfd*I>82`$pHgbEKn_YE@n9wGBxNuw&f zNH*R(; zfNdPBVSb~fPi6lgq6t_FXHr-}T?DBffaMF3X@~-}wJdH_Wu@DNHeyZL@69z!SP5rF zh1dRUDa4-#mA=N6S*1whgi&0OqDcM>ac$556Z*XGm8b9`rF zghxyOH?+k)4VTb53g)t0yO#cz4<^+jIg{?f$$viJ44&k$DOEHy%fjI_(mPIlWVWJweb=5KskL>j=M2lj*bAkII$-;mCNU z)S6`;WS^z55c?HzYAC6tFSbQzzx*xw!&()klz;Mp>ra>1Ng@OR#C)Tnkls60DZU?_N_;;$mH2+NTYQJ5_~wybQiyNy zfG#P-_may8(?9a_-IjQCs%^|@;H!vP+3!{gg`!$QH#_!BiQ3^V!JAws;{4%Du|>!QOrLUsw`K%cZ+ ztdgVO)-}-;)>wG&5>AM&)Cfg|Vr*JNn>Yv~6{p0y%~kfzH(8ba=(m|QMbZ(_sIsyb zkZITbR-as%t$ABtDrUCIzO=+5#1QgpxqDOeWI|LJYRq_b;R3;cO!(1+r>E(f%1<7% zQ=_HOL(jczVS%%uS<`Guei)8rw@Q{*T!J7H&!TBV8iTVG{5b+@bpBwj>39!82^Km- z-j7tEJU#n*$U5jPfBB?T-rwz8Zd=Z1MM=y)(f zp0hk>I!qAq=LY4GA~c#yh{_ng zh2li}j0cmJ_j1L($`fk73JXkp7-G7Hh_9`8g(~r1j+g#Rx9)~}6%p+hY#bjSpC%ah z@M99+p0)UJI^KU#IO^`X;a=tDQjv9=aQy5I_e#ybpf!Vdvmh%+qx-=LPmkMGfw*7q zn_mFp-`vIjB7O@QFE zHVJGG{$Vju&*++{Lvzi58|pSVhP<^=g8YYW=vYmQA9Q!YF?ixL$NY&uJmydQQTG!+ zR(VFb8Ok2`nUk?;FzP-eQFmK$ht05H9G=kuTz0>Wp~}n#5(svt*sZiMyrjqCgkVZa%HuKzQ^bcyDOhHjYJS?CtK1HAfV9c;TqSkA@kcE}{+_ ze)wQL>X6l=4ia=w+15oRpTK(G8aT}&&!JK12lT*Ms3(96h)PHrd=nJ#G&Vw_y#ZVj zJX^P&Ya>+VlN=zs^;~8LeDm!^>$dNxwN4n{cj46jocGDTG(!-ZhSba5Pn(XcpT@La z$<&E#!zES$U+J3{Sq1Pder_Y#-ve)fo%7pPu|$OzKEhN)tH`{^gJ+9_aqX{JQyi?< zo$S`LkHwt)$uSoRKRxD8{MTdt#C^y7iO(JLC;rj;WihEPZi zVG7R{%|ZaF2Gjc`QaVeGYZpl7@SZaz6LLhThBQ)|tj@muYm)SnjpgZ(vZ=7DVIM?W ze3zudra8?hqf>X!wYxzixaZp4D*Gp=_-kx?38kT1G6u_9-qqu3hG^Xa6SXe!59M^W`&%; zv?D`s34+={`D3p$jZF~&oFw&&X(xNiWzzO|fZob`pGp~v6oo9wl|MR%P@tZ$*9caQ z%)qs}a8M6-iV1{QVG7zAysz7PZ8@8oFiPC`QJYOR>YhzdaSv-YA)jyJblTT7o%T(f zPNSfSnow9I#O49Z_O8Tqsv6X8$#j}lwW-}#O(z7yQSx@5>a=?UupVJ9jWE93i<#1> z&$T6-TiaQU@V!NLnoO>i?X%5da_v>M%A%lX-ID!jaOuRU7s%8L3rMg%6dXkl*r03r zN!P8`IqNyr=$t|BsGNJ_x+7zQF0dj0m|_Z^fOk2edkT)p6dY@ZHuIBkX;Cb2DY7~^ z<&{5rXEg~~&1!q9Y(ryveC{xZ;!@UT%dI3okyzjS^ej6sQJT+EYQE~DH1B(<()^KM zO7r7dn!o?;l;-b$dnwHy`K2`fr8GY}()|5zr!;^6+e>Nw$SK7?WMXGJ`ghBmzm*vj(S%g^6eV_-zu9(oQXAgo44%feuqYa5KJp zSddtMm;vRLb&5|!H+IGlObDJyD=4SBIX|&7mP(nc(_=o=2tlovb#m=?YR}?oz{ZEO zjB${t2Gl&vUFb{Qx*K*Y_gZ)N4ZEeJZDrY>JHjGCPrEz9BEPHN3}$BmD>??vL{f;m~H2ew;%k{ z?LjBIbq1cj!*sH*&$i0#HJ$9H|7ew48+5X-;mqa$KH9s_KvznFyK?sgXzP#Wv-EPi zLE+@zg2XoTB(~uZli2E`L1L>{xV?J$7*!?f{XGdw*~Brk}uHAgn-r>uiM2*VrEa#i{GApGN}U*Vut|_7r>Sx*PB}QsLW??Zrp0?ZHP67}&=0X`a=& zac)c7%r?f_(`*9tbPy667RW%4Y}k0r1uJr*i6(qmkncp#r()zy*>`zAZe>rf(}dUN zr0ET18`1-Ku?CaMBQobi@>;#cYhff$mUrtd-;M8ba`kT4ubJxQ^jO}*x2hh`C-+fW zgVWO{^0bz}^T0Yl2Xy3dt=hAid<-ARer@6zU<*%B2GGJs%k$mwiK*Z{7#uM>DuwOQ zw5i+m{YRKGmo5nBnv9mT+qCgJl8lF5whea={`QAWG}RK~}^EjGgEYdAY`bm}b|L6gI&d<(|mmYd(i zDy&RKJCo7QUT`XhQ%vQsHkHGpJ(cCPdW+Y>&rgn-1n?{aeWZW}*7)yuumR8BfJ zk*Br%od<5=?3Bl~YR}?SzJ(8DzkDFu?e*$?C9f}(22u!e3|SY~AW{LvyKW7zBr0jq(kvuwx7%&jYqVc%89+#cd6aM??4R2Fw>q>bD8$z}jO2l9AeCym)DTGOmv^2GSnV285dBwY1G!2*&!*P`-0P!d z)xtchQDtzkKn$Gsi=JJz^}7lyU$a~qq5v7FsK_AZ9Ejty{iBpLQX68;!5SE$fqe&Q zV00WbP@{p_K^mx!Wdq;$!sTsJ5nZbyL;aesZ3{rmGv>54~}ylb_^0|H#4LJ;%oG>`r@n2|Wbevtv`+0wPOmEC(bI z>QS!w6*%1!Dy0pqB7!|MJW_yd;V=66#J_D@sCXFHmjh6`1wOwPdQAM5+KU-G-KJ2= zrb{8ubbG=aUs){pb0_frZtEl8RoR~}f}X}0Q1xb+f3qb>n;j*oH?SH{!nkS~h7l=G zIU7@oN9UlTLjlVQ8Q#p4w6Qy*+G~}~d?yofBy&mqJ8ccCL*fdZ6(g0W#i;oa{O*~4 zTo?{Thr`F7Pxoz4Y+8;=f+@blCiv+IHen>ApBiztdyZteOHulajsOiRkItFhH{HVq zG9VF-)dnkKl!%JIxZij@RO`$H1Ai*j_xvOYJCI3qD5uUG3B5)nurfs@J1qk&;mBh$ z4)N%$j^y7)Omd#Vwi1XB*}8*tqgU-7gmi8)yyHuz3*IOK^ED+T)f_e>5)T5)XZu9k zbhA6{lWi03@|b0Do%Si>aL?#)#}q^SVSvGk5d=6-1jwKCcwkTTJ#KBBJ$E`1Zh>*2 zaon&?e7pulb=mjxwzduX8npE_Fv)t+m?a?Pon{B{guY^DZOtfTx9tT1#OT?OkL05VMkK)ilI-c*NKn%m3^& zJFWhL8gUw9r^&pTCO_-tZ)ygaM2If*!J$i}QY{!3v0j8sPb8LwP*{zQ*;8DCA`fLOOORLrvDa@;m>}|!QsgD2$V=)XFX$3^j@pWvbT{U&~1@Wud=V6fGqgz>Qf3>@ZpZ1)4V_mW!dI)Ju~0TVBkWjY0Dm+=2@tyP}j-^1qv@0)Ksgb091FZ zzQ6_^vFLnKP&0mv3PQuOK)3dB6p8j*1Lea4pM{lx?rP(~Sloz|5)zSID6&xv$bv-I z-*Fos_qD2`3uHxw;Ei5Y%0!lHA#chXompxR1kr&52j04zP|L&S-Fdi_0Y_>Q2pq>) z$3#$aYDu_KfJd4ln-edTvBq7pBD*v2{ON@Lj%=7pxGg4rZc%oLnC#{!9v3tA<_gj& z90I<#DRl4<>Kp)sppVZ|2XwBT>Ey8lM8P2(U%;p}xQ%teAsD!1MUFyuQ_>0o6(rmC zhTOREpC9O3PQU=S?_bFm9D?5X)_qSX_v8;fUvLouHRvU)FH1L?lF&jnivEtT0HleI zObP4hrK31)fkD_jg8MA z%th!DV_k^ug{n6a7IqhATjudR)Ip+J0b4~2#W#zy!!eGJz$l4oDTsS&g`e!uE*UfL z zy)5r>BxGmOP9z~_JzqrvY`}H|^HI2rZ`-lOjB9v;VB`HUUJeTD8!O0! zNg!ckZs2#J1~RN(V@^kz@w6xi0s*0hb@wN)Bc(VFcU)A&mh&L{;;0R>)fc7IkGtZC z2ZajDR$o*U!roj}4~nqRf^sU!5>gLqs(M&c*29{r9@cQVOMNlqSN2zLuZm&K6vePY zYf=@%64;5wu*Mg|nr!^+LZ01I2Mv>2*sXWmtFrI^C&JXC`v43EXtk))`Kpk6QEV(Q zcpEp}>vcYXWOZT3?fuNXl6A*4pU>Q@hLxHF@)x)9)_YZ1Kc!$%&X!Wy5!qhOsE~Rs z1|Q}6%0>Y6_64DP0^M5)J952fcR*bruIB-(&lk&Z*vvS;Mb!MT)9yiDfjjW?#<}6B z+n%Q6SoJiVPI6TU-#bqts;xUf{ZpKnwuiDsG3sI0^t~ z-6K|2k3bZ_8JTMdVl=Bl*9d^#M5sl{zB}#QmOj-rz&UQUYb_eI+Vw6P^r@FN^&5zI zOeNm{sEtvZqxo!<3vv^O*AU`Q7~16oHB><+aL-3jy?3DYd#iF=fdpNkB~a;C+3K^A zGZ%KU&(5{V?Tk9vR~A_1b^)<-5e{@G+qjVV7TW&?n%!-`ircS_#mVzYeb^YxOw5S{ z{Y;36J+v;dnAx-ve~hxcz+~okVeLD?Yn}qCc>Ukkadz)0{<^js*P=+bB05r8s$G!g zW`s+vkfT^{$ZxEqXq7~;Hq8EJHq8N!!W#lf(RxFmKKZ7=bIbcJrhv0Q_D#9@_-V>5 z2W`p+tL-c*)XO9%E`t%F780NlfO<&08l>+?V;2_`n9#;FS}oK1v?a<9<&bIBL3LsR z%9mPNB%lve_Y!J(*+ajs()VlKSZS5d_hDl$FSl3Mv*L0QuFX8Y9BGJ`=h5YP0|M;w zTwm^Cdu-^^|CI-q=lGOL8rX|HD=znNH8#53?^8DJxW@nL+zD(D9NDOI=K}lwRVc{~ zs$E`|@Aja`QxoI`VtFDgn|N?pLwi!N5DG~;HO&3itp$HvfZ;jvT{nQd%azYz z3_C7ydp(4{$frNA6 zYqAj{w4rzjA56t2#P?R~vaw8-DhZ13w+!Y<FEc9m?Eu=k5iS~7 z#EVP+-77LcpIdYs&6a;_9Y3pR-SIPVuRnfz<=|^*sy+OU@L+rRzx|42Xus$^ymo`h zd-!Ty-^15U(Xycl4GW8gJ@dv%u;EA4uIl#_n^Uhz>TAe}m}j9WP-dYd4rYl6Sn|NWSx6UH0^x!mIP*+Ex92a)%AnTlLW? zT6L>FShLp6V~qMmH>>*nFduLUNW7FU6mw28fMwBkcWtGr96fb`v}OMtt6>8h3dSv0Bs1b(#N zlaDRhGYN*ot|a_u_U%4lqSQoD_Jtq@0NFbGamMj<5~kica>w zryXe2O9;wlf%wDtQ7pxaVcuw)%4DR69tA-knd#lbQYw*zD{W#;_SA2|%S$+2 zxR(SiKP*T^IJ}hqp&(w;r4#uwA+c0M(_wz6M67B_wAwbr4vpbc(qm59cx-td(MXMK zEIygSc9CcJ*=S0_z@UJnqoeYC57EJfXO+B5S$5t z%3VMG=}GCvi|Ei|{TRJRaFvB{%m`R1jj}vhM6-?9`cc8phvh+fr$h|62sU)Gh-IOX zZ>VXXkn{hWrRe zLXN=L8*27yfUJwW+a@=Xm{7*GTjX)AeT5n>;T2$wn_AM+1z@WTdw~~EFkDqotEnz( zwGsu`)KGv`U-}Z^uEP~$uQ=RwcZ-7KphagNcP;AfBXivK(aX}J4<9b*_5{f7mkn+E zpLcCktdqB#Cr6Ea2$=|x zi9DuOmS>ls7(+;wiayc z!Vu|h>k%|%d^Q;q4Lg#3LDzNQX{kcVtQZnC3y{pK_I=kwG8^`S6;Ac9_mX<~Xgy{9 zL7x&F#iwjK=u^y5e9G2?K1CnJr|dk~Q&JzJhMplDFf*#;EYj5V=Y5E46L^JZQ`;vT zPqcqhU<;>3GE@^%q)90<4fHU|Q`aFPx&F!TBAkxp;a1~#$CKan;q)FKSi>_~-YwEV zQYTX)Vo$VJIR6^luANy5-OQbYKy<_Pb=vW-DmQMuw&Fg$OK`3~y=(Y_LE__Ur>_{x zBYOV_^T7SRxj>SJvZu}zMp1U11l60%I+7(Ej9Klztd`n1+tyyq#f<_WnxMatbI`)4RRpbjE7Q_vJ#NejzO=$^)96@*AAEhVkA4%NVS!5 zyKWS$eIwOY%!e4?;4`B(P8FN^oSr&3^Eq8cXOhE?&Ll?`o!RuM#~Gcu=eEZsI`g8U zM?XL8=+V#9m)O23d+@r0^x$=64}PZia9jA9-j~?In=5U^w-B66A)(`CEtW|uq40Kw zWllMhE@M{5pe|2O*x6&5>XA=^ny-e0*;;`@LUALnr!R(8EEP9)Yj6I6Y~D9bN*M&V zJT^JxMIjqD7&bd@|9z2`!LZqaW2P0&SIBF;DiET9onKK!N?^0h2s))h{!x!%<;Cl4 z5wFNMy!BH*^Na;AZNqk zZOMl7)CL^KdZC5SgG=w|>Y9?KIV8#Suu|^XfBy1k;zdlb!HhH2WDA4^JK$s^&^`IE z8O0~RYcbi3gv6t|HtE)Q_s7g|eUX za14?@phk*^+&GWtk&bS4r_5%K%4}xiRd-P})6LyHK*sI-=>47mXd92PVcyN7VJMvI z?iaEje*|6hR(|V=eTGQvV}&nB(C%f^CIUWfBmu`SIDkgSCUO96`NR9c0kj$)Q*Z!1 z7Mfo1E{t{xWT0*>S^WSfVC|Q4`oNsSuqZskq68xsWt{ zLP50B1~7;aYe9Z}BC|#dV;sohWkG=!K96jZRKW0G_c~uJ6p;>Hvf1dCLb~ld!5~9Z zxfo~X4I#4$R)~*7%A43)kl92evLWO9%FAs7UUHUz(*8;SWz)k%UcO``uR?Yl=%M%GxM2Lv*4 zFjdGn0;N3Qgssn{cgU=i$_Wz7pCQS>QzR6S`E?!_d$#?xETUj>1W0EiH`HnOx{%4* zEEV*#I}*;>UI;6^N90|E!Z~Z&J&akTzzj5!7}+D7vjpW~Q9_x;knMjxvvYFe`P<>_ zYamL7rULT@#cZkowCUk+INuCP-Y$TNz z+!cCALyMu!8-jAzXeVHPbFgFRX^AAD68Qjd+J>=`EJAfo_Q1^Yywu@@kxf#}Ys48q zh6_VGE!~Di2qCC9ENu5kOgF8FXBmG{QYkkiV4onG#X`c;pQVBVXwDNHhn?(eZJAm4 zLoUUX5|`)=l@TP9BNOu}56ga|X%+azi1n8J-EYB1{K)DDlzW3)eeDBc@)cPswSr4s z)_rq0Cf;+z`if7!^!ge8tUZ5alc>+90i3DR9 zHunK}<9#Mwlwg}a_JFD?w_Wy&d#IFTx{VJ!pj?mJd;bGd zZchcX(MCO1Cw;%W3Hxic&W$@!sI%4sf6=YeRgHj}Y1Zhu!CH9abT=Uu9CHHV$evqG zZ_>J^CwX-A z_WFHK@5Ele9UoJ4<{wopE_Zq*vyj$)=swn<(_JVeL-&c3>6n*5Zz#TiP<#QQ+q_?1 zEhO)@Fl0ALQSCXRO!m~TGjXKme33P+s|C%5P3p=!u71#W<$4~WD_39rpzq3ks~+@S zDM#qar+IYrx^n&dA4FF^ef5J=cI79k7T39xN(!gUhiqr5Y@sNo{tGLqn% zW2q#;ne3Zymk4cv*KxI^&nigsFrBWJwP#g2^gKF~eio7A3 z{9d&zPeece*FuwTK$EXdiYDKHCSRQ_HF*u-tH>&R#Q!x%HNN4gcV0dSbHv8~_42`V zjW*^F4n_IhC@H`FGxkl@ntfBXW?#KEz@Ui)iYERq(i)!nzlzrU7omzhvW2kWv_mX} zyT9|$(OL+9K5-$eesGsx2>W*K@(W=XkFXG)=8-MWVIgeikzWWh=busKO1N5=l6sXc zSHjcPO4z3+iRim`?t;m+>%m=9E`>>pchjz-%^P+VZCXLywE3Bbb{*Bl zyJ7b(EZ%2!P2J-4zQq;LIo-#rrcmIKSUBg#ul+Yc(80k4gOW$b_*lb+1W*j!RSBUOZJ2F46QUftEraG%(pGe+>!Jc$ z!e2@DnI8Iyk!t8oA`mMkweJyRuZ73Vigx0p*eZaj*U3IRT>ufi2>?ewk_x0SJ`hwB zDt-v#c|eS&cQXJ+hXK(Uw#RV-@Z(*65MX6R=&Giu^V8|CXrDmwWP1Qx(2z8~mgHph zjyZEh_Vw37)g8cpw3-m4gmnNc3r6x+B7nD~z|S`Az{a#JjGczJY{+;v#DV}GPnt8I zl+JTWU1ZVoHq~kOF<#ovq>$S73K9<^voK$PToSr_KD1k9SI-h-@EjZ3rU=|Z+QQn3 zD4-=w((eYAQM?s?2w{_8in;r->ewv1h0rUPENeanf16ZexZ0AhCe#-nZoNbW>Ve$%VV4Vs> zv(0KoYUGm-JAz^oc5-yCaAJf&ZNd&ey~rr>3mVBM1UEsL-e=bq$RP)@M!prj^47>d z{vYCIp<^w(-xj`>_bfk3?iNX;oWkK^wSOF3F7mkJ$m@b8%<~Pbxn9uDm&^MyNl9II z|HEEMS;ZqLDNlauVXve-%OhK!BVf&a4syQR$;khs{Qv%l(O6y)Rk@zx%Mc(Cv+|>7~PFy>4gt+@RZ_$=RkP=@Q&H z(}CH{E#6rGMA%+8V~nI)@0hN9u>lkp{MQcvZJrz*6T}*>jpndv^7PDLbiww&-}lpJ zcmK(jJ62we6H696e%I%(x#!NOKKjX(SFgH|f=23;d1)27a}1R86K^h(>{@&&1~tYCg6*mdVbw!sw~AVItjD>!z( zA~UR3Freso2U%evLSj4Zf)>bgVmG|3lgB0gT%3Kaosw&5pj?u@ZeJwnX#1ifA1(3# zVJ2ne#5A|-xrYn*hIRmaCegJEj1w8v7^5l{42PAQ@P)vyXva>q8yva>n1kV14)Pp! zr;MCa?Ou+NAED9d5i3?BJK;hC?Qv7K%-Sbi+S$`X>Z=1eZ-P)>D>#)9fPe)_hs|1@ zH!T2G@W&dBUTtPyn=knCbc;462M?hVvYVk-VyQ_8_(EfNH*7w5Zqq$obxF$U3AGw~ zPdI8@A_iNMEQCdsJ^Mz?f)@X9clgwv9;vN?&az1(Hw{O3=sfm*-MY1JjhCni!H~dt z?KaAupU4G?)Fg0)=g78`DWRC`H$q5w*frYI`#>ERzr|1;^Eqd8Hfqo%HLy2q*1?TPq>{mRM6JKa|hc!%rK0t64#c_!68weI1DI|c?XgbiH1)_=+dQwHgH3o>&!9t!AjZ+uAy_=1XeUef$XLGu=m_SrsHzd1fLQ^NBGbGXjFDXEcno} z1rhIGF*B6!EMk?fl--u|iQLnF}AtZ7@rX_}qqJGrKJj*jeh=i+qPfo(83ux5{o#rKU2R zWA4#Kd8HH*s`_g@^F}N;k6#(eblH4BG@)QYFqfqk`v&Hi`_PyNPnl!3u~o%waTDlI zfsDx+`}Sf;GMn1hG^;;@-ali2g=&TJetv|yKAkuYn41NTXU)) zGAp(Ntr*v`IVkEpMig-+K3ua>27Q+LsE}p3O&cCn*?n(rE1P6@8UATi_L(G$sQDp|O-Z+rD3gB21LW3q@a`%Bz^j z$~2?}8fp1T((;wtuwS%j#o`x1U?c36$G;}rws)4E!~XL`d3B8oKyG-^u`dw zA41lZb{~wmfOcQTxe5V5#|s^oDMK0!7UkeY9+)}t3ak>Jz!As}QJH|#M4wP~pGE>m zUfm3tU*B{)ijK1ltK6RAF9qd=^$4XYM}*c?fMQec>7~g-Zg@vy_uleY(PAE<#hY$?%(r+4&)M=Esd)eBv7>CHKl#bWV5HxTkHaz2*L|jF z^QzAjZGQICMVp`ebkSxxLYsGf`mv*Hq;GnRM*3%_ZtgY=s)6-o`GM@a#zxs~^Qyq}ET!iw z1T#Vpg{ul^oi%GV(GuWj&fA zK2Jfr7R>2kqn6O$)Ia7~yrn6mcSoj9uH6iASeDV$enF|rO+hAM3CpZqb4)^fvZ3SF zEF0FWAD7=Y%RF1eE)Zr*zfsjLSD61t2JatF4e##=m?W?aI{T-$l|`tQeF3cm^{DXA zt?2j(S%&o5QpBx&J$7WH3Y|Yb7&`walLC99gq#Q^n(=4f`L5tc2=0$As7s4{Y!`OD zaz7m8g-bJ&irK&^c{g;4q));X?xVe2R4tioy+g>0V1ZLFkOGpTf@)z4voJYBA>&H@ z21ovYUfw1NKr%~d_txd)ZaQr_0V4iy2}j2(YaJ;E6WV7kx*=G zr`s*OsC=z#t3`&WQ|GIuWO5;do=8AMd&9Yx7-WLq#U%y=`IQc9cU&)RsZ$+LN5?ZB z2B^$&!r0A#zpbcncz?gS$2{xAH+69uGp%=G6GZYX+z6m&bykA4!uOVx%L3Gs; za~{4R%7TGhdoYt3@X=sqCmv~vZdY*%haI=}y2n*^+gyR85!wvN{vl*PO-{k9Ns(za zUuDvcrnG~b3$%6i3c~>7xFKak1F66C(S)g7r})h5n->+>uE3P&Z}(w3W&qfym&vST zQk#$VqoWc_cA5eNCbO|62nJc!zIl;|-UJPGL0S;?gc8&$@G6ejw7PLB)9S{lOsgA@ z*tGgMxP8L+R2&{=fnK0UJg_|bhgno7#`SU+T+zvcnZdXL!p%&iE5Gj-l6AE~DH-T& zW(G;#cprnvV2MHHS7@VEQXmrB#wzp@eQ_IQG&dScZRb`aB50P{`o(v4-mGsmB}C$p z_R~#M_0vsL_0vr+qMyoQm0-vh!G~6#EA{yzj9KBXT|bx_k~ya7NeEEZlC3*acJF2m z_r3MylPK=X&C-^nw{F<`qz|&L|Cc9K_SkO;lgF@C(4~gUy}VEOTK4>jzx+{bpoKS) zD3MZrC@J-c4G0nG$%3#Wa;syGCf*bQoLGFr)XB?Ji4@^=SLai{OBJDw#&QlvI3+Sb z$Qqh2R>%N>2V)Zy0NkZ4#kHXni)LTMpK6wBLJ~KZ&sR+Y?ee`HiI}~UsJqDBs;lGB<;LJsN*b<$w9oaZ<$Q2E*I)yB?y==bnFNK@l{Pq&; z%GAL`*&7HBlYy}o5;QOL}qNV#^gv{(p2M7=SU7?)zjNv~6` z(E_8yR?L36;1ZVQVI?nR;qtyabWGWV!~Sjp8z-IY(@hDz>6Qder398O$~;@1G$#=D zn}UP0dSNendAEOCSb}zcqFTA80&$cQ-NhcQ&|*y=51Es=I+6j>~z;6u8Ei4P1QwAaJ=1Nt48A7AV)fo3<&}%RrLbv1yykNw;Uy zHkCcwCxBEkk=&X)w<*_@H2UZ9{f3hTN=j~qirqVkOPU?G{!U&}HuI@K_mB%_v|R1y zw3)~`ibTY~r&w^1W2dihZ(W{;?yZuh{1)a`AauZZ{Aixo*d~keco6wUF=8CeF!cg6 zK3{0jsE-F%ctX*IUibtqy+G>z0dSLcw*zWNqouRYp3`oKr1Atmes0L538aQ!UqfJe*MR9twJ;fSOl3AOfLBCE+Pd}WPI?~J&UmovwL7({&*N6el6vos4v^`l&>#)32j*S65Ft+ zXv1Ge<^*3yq6_R{kfwx^GXm>!kMSZ;1TVADa?L#WyiZE-*P4zCFKcHwnK0k5DYpFy zf&ejHhOtHS2S+DnA03o;3QEvGQzF&|?UonOm*mqVx0{H{@V~2y5-pf%-Z3}WB3CZS zW9hGe{S}Cw5-<|oK<>tc1;q1OBcHpBwA?nB@(hIMyU6Of)=**Dra|W`th2b$yYhg$ zO&}S^5(;i0Ae~@gJgrdQ!FJY2+k!26Zg44TtyD+uS==#3rm)YwN60qYd@iaRS_pNU zc3c8l@~6d*$P3q~-~Uo*#H~B+i6q%+_ak{5Qc|~j>@)yEw&_|U^ksi}pU}4_tEHXI z43fF#oi;?y^Y7UZIYO7((Duw%mq2<6rUWW0kl9wdy*&ZB3X8oDFCgNtaeIt}fw2V5 zN=E?eD`5*RYAH~b2EW(tXD)$_5XyGXuwf(;GrWXwow&e%WtA`MNQK>KulBy?s75L- z0%4aCDfWoT1z=fnkPPrsM3+^h{TMbojetc2bT*2chBHH4Om3$<8i`Xr0Ua3o!X}K0 zsIUl>ON#cmP@GDsd6|c=k)R)N?iZ|t1-6H&(8oj1DmNzBh{*kKi;nB%nN+qHx^6f( zz+zr^!*1nX>+Zf`x75{NBT{$RoR@p9sU;qg{9V2pL z8A)o654n+#7zRN0***^4@I*joA6HwYO}tY7LCvEaPT^5DD>|hh+hWe z-w(b7EaI1;IR(*!$0aB1iqJ!@l&ptj4!I+Bfi|A~%b@5fmV1Krycy;8CVqg>y}p?C zNk_nJV)9F^rde7!%wK}i@!sdi&`&15j$|;0Q15$1fHpO+TJ)&0vjA>nU|AkUkUp`X}jfp@@r^eSN*#Hd*hHKMxBX0I+uy)Q z1GaheudcxO3qZ0NZXYg$xAPCtM>3Y))RnaulnG~&qJ9C>YeNwHx_i~)R&C-mP3nUM z+(7A5a(6!PGwkv~w*5c1phsl4hAksdO~yY6Yts?ZS5I<&rt7qnPZ;OnpP)ra7RNs- zf2iG)iY23T!@ghPUutqfN%v5SFECt&Dt*^1+ex>yORQ1Tt^QpVx zo5}7xg@F1L6ruC(Pf1M@?}*}YI$sqadxmu3S(z)Y1 zfeF?x94DvR*xh$ybp;mwo$Xq(Xe4xIllm{K?ZhZ0V1X<{&$Q7{@)DHhkkrdE3Brwz z<&xx_6s$oA$DksWBFpKX+yu%Qd@UVWC}Ep=nkw zUhb%pt8DxH)E8x?o1=0igojuOAy&f1uazqyoU{_c+DaIyt%QK1Ut0;39l?OuIplZv zkSn&IrdSUBc~lVQ3=p2M$x$iR03hS*L!q$-25`9_ir2_}cmGO3qYXu95i3vXv(w8+ zxA&9vbCM?_)0Vl)MhdaICvG^!#0_8U#QoljnYa-rZgjLJZnpbZ4rj)GZ|WHv9fKJg z9{G&j^D3LM-#*M4d-ujyc*Z_-Jj~c{AJ&Y0=v6giH-7!qHDez-%o)4x=2v*eK5{(F z*oO{l#y;|@nz3uQzq)4Z1BW?dpM0fd?BmD7jD6s+X6)mysu{caRVHH}J=_`liC=03 z=&gT$TEXU5nT&npaJ7P8&e#OK_3v-S?tPWb*!vH2#@>3%D?DR&9S<}1{==HFyIx&- z?5j*G*mamQcGoSxw7k$;|Nbnmt*~{`x#@_QwA4G!Q`uFF9So@7v*NlDeaA)iD+)G$By<=U(W0$g{j!clk64fiTH zSJ)0V;rQ7b?v+$s!PC%^-6u0z&on~kfNs1h@bd<#{JNIZ>sX>Zn-yf^<5ymeCjZ9Z zv{0KM#2U+n3o-1qj^almIBCN>TrSn%}7qBHduI>)60FYII{>H zV@92En#_%4ZVl%vvb@Y!s-ScX*e7oF4~4kVgS%T5`D4XeVgx>V!!oO4MABerK%M| z!W@``a?<#OXnirkd^Jt-qg&`9K$@t6 z6|@8aVikGCESingnBjbNHQ-{6RKI9Sc!AcDJm{okkq)zu527wcpj`uk^!VLID(nm^ z?2Pb!Dql{MUA>6azfyPM0X9Mz$aPxB6DP0AzIl$!*-&7PBEc*0Wq|@p!R0N*0ZM>C zu)f+cmni$J<D5VI^J{K}i((2)S=Z#7r3J zWH*N-XhN?2&u0;#h}9^ew3AhpfNKZv(6GR`4;5hX*h0`oDIVvBm3@B3sYpdHIP+{! z%&tuj$?UqmDsl34Gvczy<1wJzUXe#Ne22i}I|Qi5a$)vakMDr{7x)f=kbv2+sCi@Q zUc{OdsTB|aQO){!Ar>##gnYI6O}?{6=z}WeY}_?x=`Mlx^6|Hj55a?$6X8Qn5z57F z`o=?iU@S%8#R*{AYN3_j8fIzDu>3XT$u)o~{=}Os`7;tE_(!s{-dHs+teO{fH7~3+ zFO=qyuPewt_7=e}2HekD-?&H`7nO~RiYYCui2{uuO5;Mw(k~hp`o;-LG0KxC;bl;z zBYuQr*nfF8%deo*Mhk@wh=nAHXu0Ehk&WB|y=Xa*f416a>wl*cj1?leFP<#Qi`<$I z>{i*g-=h4{qi;d+-V3+k9%%y#cDmbuGYvOBZrF$efwbbwHu~~^ClK8$-HQKlh*oUC zv%iB@@aVC(yiDWqKMpY-Q?%jQE~wyw!P8f04~aUN?R`DV9(cHIzmBlnR0 zYGX-cM~P);^BYS;^bo)AZqGn^JJpouy^t4f7nB}o5XfEW|I<^?plQIicm%v5?YsPuzAUgb7?>f5sa zz2Yr-{x;u|4;CPe%{=m0jbm<~`rU&fEG2HADz{*SFDzl?J<8HPwXA?O4BWl~KwuwH zB7ET<&a-e!Dxj%N`TE)f;66b?-&f;({TAD{TIWF_K-QCSZ(R*QL6`J>xOP2wp7boW zLANI|xl&_VPYS>JYJ)EbC8eL4KIk{eUvOk4J zwuyhKpQ75bsENLYCe2#oXSOHpHA3F{*GaA^2!k5&QkdO&hPazn>kj`X zyu)hW6vJ)k4we-zr4T|~SQ%3c?*w2&O3m{4}0r%73 zjcG2D;fkj93`|^`_>D)f>7}DYg5n-U(WMx1m}>qxqM6%-4w}8Ez3;+sCFnvHlZdC2 zed;x-IQlfPLj{N=Dx8GPPWGwSf_w>5xnE{&RtabEuq7VX&C6{;C#Z>S<7;-^9pBia z+&7ea_8WUt_D@dAfKkP}9w$)6`;iGU$q$Yg8jAWzo3*9n2#w0DnkZ^*tf zU%pHFhDQhm7%}#E4VWES1O|a5^aaOY(F^2da1~AE*&3Dy0qS;_gB!dpkGnm zj^Gs9HwV9%kq6Q;BT#(=9$+1|Ffn=Vm&^i83dUtHDuyX+&t*7UVl)H-|51Z#P~JNU zG1LtU*X)Q5oOo%-;C0>nA+!Ug-TM}TNHdcexcL=X}fgq5M5x}n- zp0@;qfC%m2nt;BBg)L4pkDTFA!Z=L@kQr;*g&x;ruptKQ?<;R8oIfMuqZ*Zt%2vn_e`#Y&eS{i^I#$rR_OxN zH5Z_GfwDuxZDk$!|8S|eAO#1~Ul&%_c^9N$Xozi40|(Rv(6h+GqEx#ttqRuFk^**; zz!??r3DO6w_wvce$cqFOB90NsSpz&FtbuVm9`~3AzwiCnh5!0$-!|{np6JjH!$6k~ z?QGRW-OlRlnv3d=YW|tMcQ!rT2To5Xdb;nNV6N2s=_h$_SMm4&k9WAnC4N%Jun|c0`ctyo z-Ui3pOcO4!*Ulx@Vn~;7C>v)eKaUFMLzp+j(CH;^DNSb20G9Ai@Pc|W>x5ttZ}B|U z?S$OaL~lv}-PY?N%*dT8c~gatF)DqG5vTGc^bige`ms#Zp89s12qpyseIM^N{i3vv z6nw%^7zm~p5KT(J@}g}20>S9;c&ibV#ZVN9(3t|nKWqnS_x33?bqN9L5+N7!82n)C zVn1cOf72$SpldT67O2xx@asf|G(8=tPx3zn13^lo@ zj!goDQ^DNEwwLQMxP5_Wleh#kha~b%GfEnH!L(_3U%IGz2C(`>V+%+nNx-*a(<7^F z4Zf)aNT*8PW19lVm-#ffChzTbttw_E*l&AnPj=VqJcPEV#tcdJTIr(#yDW^UgbX3% z7n%WW3=`mO= z+J1mJCIx$Z;?HV(67Dh$^LQHPFafw?D`!Jv*6lG^6dymt`rj<)yCRgf!i zC-wTDX0>_jjfGrG(n)~jS9C)v-4F?30vq38Uj)AKM2l6PdzVDf-HmS)aQF28!BHZM zP>h!*M8kAHXw8}gWaf#oeKxaAtURCmU=!KOZ|%{2qP~LXvJV~(Pv|St-@>!qV|Di9 z8JPD&kPn!(Kt~#e)W$}L$^YSLHgp?ICr@l6d+0xS^5P`B=5$8E;xSCzjarZ_Hx#TG zWJ6(kPbP8p>G+}UkmliT)8PP%iGW{A_-un_h{lF+1IdH3uUYYSDBQgMjg7L+3%RS@ zss%z)nify`Ika$nap9S#&!#=S*ZWpz0c=1*lbVwwq znxWgJJGM!ZCA<+ZP63uo=B4LBCLQB8<0fz5^Ld>|Fl`$E4(!F5XSF9Z!7amK^Nj8g zcMQjm5cE78HctW|zm27dg#{?noV4u$k z{@bWzB=z%>P-~cJMreLQ&?K<+VwcHfcNdr4Q(d;Dei?tKWs{Ykyu)Ai&hiJBPP*+1 z|ING0Yp$Gh&9MJwq`c;gN!N_}Zcm( z-d8oHMji0E1$g!CfzXJrq(bT=NCj26va})GUbRfXL#--d>50_7dfS=rHY| z$ESR?FQ4B1PHv#^V~3+IaRU;EBZ*Y#cKDa#!xGtXLJ7SqN$w0JqR0$9QyR`M@g3J5 z_B-BVBqG^GmF2wv3QEI~(Pkx6(`HqZG$;+d>Ji}4GIc}Gl!hKATOJ7pa8%HM<*_&S z7E8%Yv)wEDS?JZW5R#n+MrZ76Xq;3eiA(B1SahCm(xAm~oNl1>N`KrwK2vz#k7t1Y%fTI$#U3Rj1kjT<8J4 zUjFt_>9X&?p_Z%Un>^whWhOUDpYKCXvf#QJw(WZ_pBkdw55vw6+s}brP5^sUvDi$j<@@5J8uE+Lxs*fHt z-PoS&|7Y**qwJ{aw9)-hRi{qZIo-RHPSVhg>{IqgHy;wmm_&$7b`J^gMlX!I-WTWf z-sK;&*0@gddJSf{GgqJ+NHAy|qehL28WBw#(TNU5P#iN5HRIq+)F?rs2K<0gWa12S z-ylS;&+oT)Rh`c1PNIZ3YYA)RoKt;H?OnTe?fv_Be$Vsyfq>3p-L^sY#>_Ta^lagVkJ07q6w>+Di<n~8t z@NO%d_NDybF5*jHXvO$?L_{UyIcxBlfstq-m6Ju294qSQxzRhO#rWj9>Wyd(z%ACx z?Z9P4cDSW&FK!Hdz2ojzKK%*O2h{`XS_9A@pi3O)b=S`k-OlG=g1B_T+|t~d&t09@ zFylJTJ?}E?gsmQ$Ts>^mrtMY_owC;b7c{&4Y-c$l9wo6%O?bv5=ezvP%!V=On3FKp?$9503V=d|TG zsVv6{F)lwV%W?eMFUN7Y947!yK(W8wm*d3W*Y3-4a`ffc4@g`t$1yF(ab-F73J5wR zK!3aCI5~1Tj%Qnr<6~ZqhcF*~w*<2+)_-*#C@^04~V?zo#I&z_iyKeo%D$0MkukY%k9voUwB zsOs^s1PmROtb8?VNQj?!(A2bV0A_-h+)F3Oz`<1L^U%KX44~s~OtgS+pO(GRNQk zpB+Q{gEQQL?Zq@0tz zgf7mti%H4`D`$(-;e}LI)PaX48D7m=;o9Sr7@--hY3HJdts!DD`Gz(WekE)EQXv9? zg}Ufwy{n@%&Laj1bvvp|e=K;nfQ-*vE|p6=s;Ffs8qZ2An-Kbg1w!9*cl&U|)h&5Fn$+k7$iDB9NIQ%Ya_ckJR?T=?6M5p3 zL@{>cUdAZ*+N{JVlK?vla_-#mfKOldA`76`vn*#G|tg`b+u-T@_1P}Jdq-MjvvjoWV z^|7OBgvO5~NR``yai(dU!K8Rje?(cyDbxjAR{-cBBX>H@;}&$N_Ud-4g$Sc=x8_>~ zxon6q=D&Uv)+X)N0zNMeJ(sn@wnVMS3DSXKT-I~letsY*R+h(hK}E5}F7W&Y9+!sQ zme3|s%I5TY|7$xR82dqZj`OM7trTcntPbEg99gV3BdmM)xr^1th(e60e%-`x;j(Rr ztQuEK)NK(5C~u{@gS#-3xA3<%K) zQ`#3%;{mYTNwdGv8sk-??iv%V27@LeJGK=C%wt`=$g}9KN1Tja8+pN2ZR_Mwo@vio zmyf}t9GlUj9P=J!!;S@S!A7gynk(9Qlh6zpBV(Hg#mDATFIoW+rZL$3WAtNs%+9oD zcJ(lIHQ+~DwC=#vuc(Mvzl>Cz!mYdYi{aKGx=eTVvF9#Uk88S@2erSKJWz|(LClid z={GmyyZwH`?4m=P{GpBIAfk zH;%gb#*z1pBleB4MlYY>3#q$?jo=$=_Kh`sb%hE@ePGF*Fuie_*w3Mw5i2Ydw!={7@I) zc+86{jE8?(Ab;?R0tnZR}S&@1oXLQo6tC zQvNvOn%6m1Eu<&y*k#SmQ@46DC+!%okC&nBO4}aX{Jg=pUxTvZ$O(}5Kp?Nx$gJTl zwiQ_eoaGpuz@D|$JuOz}weyJArpM0=k~CwLIdYL3POhF{l)ET}HdlwHkI158a@@rifyNw39Njlr~PxCE9zvQk`Gf59)TShZ9_!JEnRQ z?Y>Rxa$2f6)1pdgi;&H_h$IUmbTncX4yt~_bVQC|!Zlt8K!hNc7Pd4;c-C1b+1VE? za;OQvTG2U_ycliz-~$3!LycVrQn4@K=Rv!rgiF+9EYiw`oHtrFUtHSM^s&YKK><7& z`5+Hng5gV`mnKM?-*U}6znm}XdR5A4r~5wH>aV%qkYk1b`AjD-{>v^tc_jF5#u0cAJ? zC3KZQ4#5*Rs8MLZwv2yIoK;WJd%iC7(}kT*Ll=J`&{}O_JOVR!D7P^o)H>WL>eI^7 z6@p($wQETU9@cb+VYcH=&GpH$bH{qYdej?Ok9yfPPnwdwxZyB_ zDzo!YPcX0eF>XP>zs6(6LL5K@Wi~8C_`=b!5chV$Lfjn5{-Xnb%&`K0`epRd63NH4d&1n{OkdahNix{X?inj}Z8 z4x1nb83XD`oU*kQ&FEBsIFTa+U?_k*8+ZWuxvM$ht4|VJWAW6LR{{r$%c!}Xf=cG= z&P=rGlsIhxorgpl-0RnM#0Ya+Z|?>9Lmpbt1!NDFHfOWLR85hSl1Ewh4DSb_@}-()Ivb zH&g+LdCabKRJvP(rClp=V!A6%Y+BjRCJ)K79gr;LYas*7)5j$N0xX2Cxzg8sdKrUP zgOoVeS)}|j>}eDzEdng_+YO%z>uxBt1lCZcXeJB2x>_l&Me+n?VoVthZj!z_!a~UU zny)>N=>MqVkv{O^F0CfcOAs9RvW!JO;90U8Eb{11;)!D5;UbEI-qJyBz%*=FHKZ?k z2aaH4gM1GzthPkr$IJ%65BC#GCYC!#JD$naP)-Q!3;my*v}%Zv+NPhG!O|k$*6^nY z2S+;&a$Ne|{19L>kP8lgW6u(R*%5{30b-I=-TT$kwO>6ay_G`{b z@0aS@FLl!Um38e`cGCNmbnRDi()(5K+OPUa?^mO1zZxgKU%g%X)qB$W6?N@bbkh5! zyY@?;^nRsX`;|VM{W?L(`}O-CJhtThTAw%O>@3=2zFESFMQvt^qdFep8Cyg9R$aoD zYMC~sN-B!B!uCPFSe5zWsFE+fb?<}77w_8pAm@t@m9}y>Pb#{Ks%&TTq}=vL9~2d5 zs%JK5D(Q5lqO0X3{(+XG&3o4K3fZl>ML>5Gm!Ise}`#iLcc4)%5idwtLyD zs#UzIwBl8<-ApHi^RfoKBsCk^l>5`BdeXX0DaUPoo>*n;MLIr3)-t7g*iu#U8_N6E zy;EH=t9xehQXWKICF2Y&?Xsr+gFQ>;@?;(~kkai7?fwD_3y5 zig>h$Gz_06C~OpKCYFg2>271ucH)`x`I zcAm(HT3KWd_o}|aUqMKrhc2=hF-fJ&dCHjRs0DySdaiu4%uzE)3BS6VY)P65b=#m? zai)4tQRY_*E?ynytwZVuRl5|nUWHGWOt`1z>b!;sw8+Tg&wz7K1Xpa~G?L>58)PeO zh)no0;FK?lkjZoa!9oBDnA?Hy0ukenBb#xdSjvTh!iVl7#yQZJkzY}hcq|}XgVz-Q z7%KjfV*=3%Fb#03NZ7ecgkM_`Sr{WP&P!t0WLD*f2o8#WN?9ynti(9=e0&IkCB&Z?s z#Ko61g-vqh;)z}*R2T#dPLq*{HCoCzTy7(?^8$nl8m+lJOv`L!=YmliadjKHMR1X| z`KMugYZTuaRST)|YmljLgGLeqC5MCS922CnK^{6$=#JPJCmsf`PU314t-4EEz35)= z(Yogba8~MJ{n_XtEd>o!I{OpH&g(#-e4M|CFk#?bk$1oS3*w!45 z%OzZ>Qv(6{0Mjg(K(RHdE+=j&iq2@tig-F?d9GY9kw%UQWr0jGI;xl2*ez|hn&qqs zw6--HyR&&W%E6Pc(vx`SHJ&|}G^LAMeJ*N+I)26UQ8asiqAX?)#TEvv#$7U;$ZoKb zga*+6u>lT3P?Bg&4dT9N+!COH6Z7pkd>fGFuHFV+7E8obs7ZwsAYoErYV@J)zN5BX z4+$#EC;V-iSDAa{!w(7fBDdw1huBP^^j&c(CQ;(7kH6no$Y!~>{&xD?8}<}IW(Sk% zlgUswkFLmx$z%geNpZe>vt*@%%aOD@U#^#YCoYFk;Gs4VR~XVYU=(N)FXg#W&V!|G zC?`aI7I57)t?$ZZmlBC2L4-9o$>cLIoL)^IsPd;!SMh}6)XT(b>K2iAUyiZ6{X-84 zx6u9QLw@YsCLFNt@o)eDGlPdcvvbh>%=UZHfVKDv)u&J?(FlJj9#g}VXN!F#jDvYZ z(39W=)+uZi&rv8^()?^iu6W#N_#%$G5e}NJQ1KE^2CJZ@=GBN1Yo=~XeZ?<9)$yXa z{6jG-hwyYpDew7AvDZ`3DeDfF;;3El?M1mVPt-gNvxxUGz;TfWIF1Wwl?dlq2o=}W z_`n`hiaM@KcGs!%#S19Pc(@^^{pUlXXSV|zuy*nd=ZS?SB=T!o_Ee(Ol7R#sA{uxR zODazWSOU9Lb8?O6pNZO4Dj5n@GpB!8%S0f~O?-xK!pW;b>^SV;6M5aqt2lg}=Bblc z5w!r>n=s8n$u0O@f_YyHA^fPM94eXevk5v)UgzvUnJGzpri2VW2xs_ANs`&rFS@`< zu4&uMrVQz$FSmJb3OrU(!DAJ%8j3F2aGerdM8D@V| zfpf6HT|rU^!@lA?F>Iyz=O#y^HJ7yeVDvxz=J!(nHuq9@y_fnox|ch}Y&TOMqZO92f_<}+~DDf7XU1*4j| zaM#I8Lo!KNe02q!9#YgqPtFmIoVf0z3EHmu6S1Nx*vzG7`lTo+46l_Ek%-3yY7@a* zDE*raAXhSvzQ{^*14tV`{2~gdm_sY9aQ6!TW^?#DxSsdC!h?7{(Igt?PI#XTmk*jq_n7c+rTe$=R=IxB~gvmqi z8*b;%!{i~(`IvE2l}A1)spbejQm91a0!S|=92DTt{0DJ~Rb~pvC^WkDjKE5x-M3Zc z@0h1kG$%eH3-P@I36@OsCQ8JymN7=~J2!q=H~{gQ+KC1o`tF7=3zzXB*@!ZSlm8e8 z69(*^YNh*G_}o-Z!w-}07dX^|L(-xC+DiB2hH!S_D6EqZt$COo(B%cUaokz$!5rOe z^AHhj0HM(?!9qk_?BKg^c2PvB78F?QQ`A31ia96N=v`+f;z;Yk_RwJJqu$zJByHP2+G{k$Z3X6I`Q zBfqFc9Gr|ieu&SR*MJ8I+;w45i&2!C5Qv?V{N!-TqI@Q0b{ERw7s>nB#^s_`l4D1H zQS;1n&;Ip&?3l05)0h4iyS`sMtJilU@&o=c_8JzvyqmX=pfXc17dt4rJo~z5{-r7` zrfeQ;n=Q+@$oRv{*f^l$%i87^d`5DF-s}x;4hRqle`Fb*j<$-&lxj@Mt1tA9%~Y#d zYN31OHOfYNwQf^U>kiP05-AafSbxwKY!uP-I=kS4JYJKBi|UeVRB1%5GlQ7 zR+`5EGuj*99sPUwdI* zl$y!5xtsqa3A+odtZJKG!z~0iywu&)(_ZS1K5Z;MNhjTw@agAeeySFT-q9X9mz15u zTMD4nnB}F$mO~9QC{mN0rAj-~PF9(_pT|rFbuL8eag88wNzs^wkH%nqPTaOTgJPZL ztX~h4IoH{lNPP^Ee8seg?gtt=O`e!2Xz0i@CafLN(8-d9P8J?(p1Pf$hA#D@n8dQp z%Qi=yIMv2XbUY$_djJP!<-%RV@P)lgn)t!L<1PCtgTFg`x~YTsENEsFk*iU4aX;xu ze0`V+ivwR7o?=p2n2u)N_PKopn{m_*LS%z&^N&3YJgX?m(tc6UoxMe>h;vm{fz8X9 z@!*wtMB=S3TGPpQaB(-fgUh(W7Nay z>|Fa2@-cRjPgKmQ2F0P%?Fj=?r|4AKtAU@EHoy>two zl@4t`N{6;rI&|X^CEsE;8PA9nKiVt?@a+y2P}E+vRCpG>yk}I6eO47>3qenQS~qvh z;O-AJl~4@u3s4i^eQqUwuIRiR8e?7A)T(jKvs&}4-gm=ys~COFQ~Ldt7_F|vX#Ir# zUZQ&^)ipsKj?%B3vFyR782x&$o%*9zzZcFT3V18b_MFpsf>w|kMczUM_-ClKHq9sl(y*~ zevK@Twudu)89nrLd7V{xyoysT9{tTd0xl_zCozE5eBn&4+W*VEiI=PM^b$(&sx>*4 zQog?WS5TyE1%fG`!GTJm}yyf8J!8b61w6hT|%B-;@N}ss6vGuUN6rh z|L&E9lJE$GI+3+dj1RS}4KKAdmoA*BbQ)~2<&3?y4g7fk3B)>`K98BO9FE7d2BO*9Lu}`nUW)3_bup#_W_%Bgq_=NeznJwi(^loa>JuUuN zh+mD{eycWF`I&d*{kETu{9i-4dJ12$3Wn%CuNk5@_=BTZ>i-;~Z;E^V&!KD`79jRj zcE^;x^m>x4rx-&@3ULY5iD^P~PkDVvxaSH*-IG?B`^Tnz3*Ugw0Fmqf%@p`^c$wox z4pF>gSbz2{-~|Y;4PJ=+0+dc$fUGYP>Rf=Hy6J)AUw}525PD6qD$;caP6sMcw~%}i z0pqZ9tfAC0g+wXdWA4hry`-Ee%7F@Cybi#4viIn_5r22IZIArgUk04Cac%lDJ#!;RdFF0@_iymbz1iDoJDVIJ@&bn12b;s1FBYr42}M9- zn~*N4+19j?JCLxp!M=or4bb#mO-4H1(X_Go=>Q2T97uw0r}>Ju+I(RdS#EnJC$V-m z(U*T!vNl_+$`r9GU5QoE`(d~KxGg7#w`(r8imOzF?+zoUI`~kqO=j>rPx$ z33z&cpc34QxumIEwbHb(*_1vK&{`epGF?@xq^oM2t}2IGSCpTs>8e^W)V0b`$DSJ8 za|4CcD16kI+Wgc~pXC65Lga_K#^{DxC<`kyB(6vT4_M30xv5Bm7O5 zd{EHNQlK{*<=@zY?*w-aRQ_z*NBnvO@ujlUFi9kla+!a8A=2pg$^fyJ?orY9LNiye zzSQf9j4KNAv_~iytCF#c<%k7DX31BYrZekZ{Ov#U0>))GzIGD2v9r>RV4!V_jxf-+ zMaOHP-8Z9wwmukW>$@0e$F*0yNlxD@*g;H-y&~%BAl|m_!13=D@9a{e(5*m0Jevgy zZ!VEcg$}o1cQEpj*sGYclT>Bc)c?4%((A=tLa4IDYMKKOqX=(fdbV;%`_PlrCUK4p z-3%J9)^T$CqJM|_B0KtWEq8@6pN^s8RBz#yc{xwFtj*=V%Iy9_a>It(=CkvFIA7r_ zO_x=aKVQkgv(;7wZCe$zZB?Odd%4Fx0;*C~w`2h--q9%gzvc4}2}cFu5u;2(cW0F|atii!ViiA#&C~p4zLq$Zf!CGh>Pb?yb4<7*z*mC!CXwq-F`#Cd!1FoA9 z9AIVx2R!xE4}WuTK-4AV_O-gz<~tWyZQk^XO3Y1FzR(c_oHp>liMmcz4InA;xs;W1m7h1oOwI4Pm~8e8n=dSdy`#$#_*yV4OAGBNw$AVs6%s zl7C?W$g2nhqA&qshH1qWm{wd#hsPC+7RhoAvuJ3L>c+_sr|h(KwYPOC^vRgc$SYV! zAy2LW-ilbyTCU+N0pg{Ev&t0}uizc=G_4w9`Y2$&6%;VeqbhvGu7TNE52l?!*xoJWqhX1=67^c-8n}LyRI(WLeraPy9huj@hqhM*_{>b=v^#AMd(t zV1~Wq6LO}#WN@~<EV+xluRWp1V0 zMG%v(VPRYQ--+JaC)4-)H|86QC=_JAwg{(Rp8KSh2=%Uf@!;h!d!E-v*Ww-_WvDFs zP{+>9o-+vbi}Ma$jJyYCTh32DH( z?RbCa?t4608S$kU;zH)%42GRZc-9!CSGTVU^ZFODnm?(powig<@EyVNn<%Gi%v>hr zYEAEl-OfY1L}kJ5J95ERyj?FW;OPF`voGFg_MXb(&3m#6ye{4k^1A57`-IiDH0$MZ zC}X7D-toxiEKcn6)KLA6h;oNTY9re-5m=7qFcf7j6UGb>-%eg9A-{PHPXPpKu1#$Z zQDS3NM6r*yk>wCUwpa~w4eF@60-GsnNm_t15^2snHo$Lbwg&Ny*W?Wl7R|@|Kg*kT zaO>(;%?@^F#m6npBrd=RvbgEP`P4tiS0%+9xig$6})b-utwB#g4M z8U6a_@)|oxU#8vt6njb+(pumvSbYO0Xw|4d)7|{VUBbhJ{|5IQ7@?(?;Qcs6yG~N?cPyI zrC|#3que_^?cVv2=m&Wt<*gL3Z0tg-*`%79nzE~XD8T&Z+!akl6WvPltuva+Z`J0T zXEZrjDBPi`FAJwCTXs_vY!gR2dtW$nUpQ@F=4AGEsdRz(@kqF-G$(TfPa{2%5vkBp z+z)gB3?WGayg-Z*8LV)R9@rxaQZQvB&ihAO`!#cf5h;c#Nii5rPDz2C!tFn>hwJ9w zC=(8H=0pb&hp{7q^O}v$m4BEgs{n`~eegATN}T<+MzxW#uaPXuj`*YEDT77reEEkQ z3rs7b23+%;y$PnLBfdP=ve1E^V}wJdgy+>ov^4UnJXW*%VuV6QZ4-``ers&nw>Vm= zp^gO-fsW8^2~fcN*{=$c5>dh6shKc%0fA;C00fB~lTmpEipNWCVj$FXd00F$X6JN; zSdXHMI819Q3bD$qeeByF-RND!grl`FUr8|!!budZgt`-o7geBmkN)SkD^NTt^vPql z_dmZ)P`ucikR*^;D#CU`@sMK?oshfR{{EX4$lYDx(_4KYu~_g2iNnvGU1|rw&>1Fn zxPdB|5H(|*EhQ976!7|REYwP`t6}#2AvUFjl%%l2-SyqQqJp7PrJC&kb$rsNO-y!-PKo{4-B6Q z0@GjG;vV*)SSE4@Z}<4qw;Uz5x&4Rtb$Tw$I4H;fg~h+G9s-*U${EZYUOVvMeMNZ9 zbPccFq-8eg@nQVD91v}`Xd8rXg*=S%qb8XmLNaEo2dJ$Y%?JkgKsK5kdnSv>{525G zpBh!K4z|YS7)u6dqP0d?bsKIE>rO|W->Fq^P%xnfSm2sB@yn(t6p>M`kD^o5kYo_} ztFe_L^%I(-xs~#LPtEpKL<|Bntpc5C5(KqE7YKxlJZGTkPLPP9{dYTqk<_FkfcI;1 z>GVpJOwwLUBj}e(<&t2RA` z!OXLsoeP*a|Cpw&M#UB_1x;w_OBpNB!?p(%!Zyt3pGVFJ57nR}N1I%u*nE7MP1&D` zFKxzrkBG!Jg$-_YpYQx&H~7~n{W`Py95KpS=t0K8Vo6{dtimQmB@)V6o^I$5VXy`Nnm4&^2Q3r8aG#5$<{TV zUi0&nE1Fcr*RahiiEBu?LovimGfydO1rLdP>izd|I3s8gzLYsw-J$pjj>lf?_Q%B1 zMSCJ%Udo69GDp4fz@^q!1YrbfuZ4u$p*YlIP;tVcIzLMX>6PIWi`C=xFwE{?y=^`k z?xf^=- z*INxY1Y#3x-$>H8&G&Hhju_XwrN9W+Z0*;!*+z&mZbNLk2dBL&4q$|u+Xgu8l|(>x zTg-Q4J9ynGeggLP8djIbdm+}jSRL#wFZWO{4*~))?qF}*+*8=aP-5 z&aogA^=|6up?YN`e*K{Aig`qKa_)s5nC1O3&EA^Z(%VM;iNAm_NVmngf|X1?CzFAK zEB?x|oa#e~i1@Jf~Kpud^rO;m-^mbmAC@JiL{f6T{ z4|Y75#N(C~g>cIKsAzi??Vx)_8%#F0ZNASl+0dcTlYR6SILPn)Nm#1=1Dj2vwBu^hvQO>G|nIjJX`qO+s;j~bZ5#=mobQ1`t>1j7k;@K@eq z`kl0C_TTn7!?xE_2x-8_n-|MEH2n(&Pj1H8%e9(D9&kMGG| z-xC>188%Mu(C)4s+C#I)ZJgel7+t_|s!5rtE89D|68o;iVNkXo(TCXg!S}PXD=~Ft zd(jmUx^nl0bbMM@DAZcqpN_6<_g%TY=*qSu?oZtH{>0(_Y^#h&#P?@gd4KM{@W`G# ztjZWIhs&1|?lMHnfwM28w6^Z9_y7g%W*tQu+!@`1tp6f5m1tA<*q@&S_%S!st>4Yh`uz4$cJayspjq1JO4 zPS2t5cB`La&1Jk8Rdlup6f}&(12(1$v5W)iA^Le>MB%KQ4W&S4JsAdo zM%q(XHu1m=u51DnIDcicMpU&eZTp$QW)5C5JAjvlor{-dbwC^|XXU9=6Id)?Hss_) zZzPqDNKqIG4w(HtjP1YovF{4AVeu#lk`3d?{_;rEJU)y)w(=_^Hmg5DR>3_r?I+sn z1u|ca%K9^?0D%ubl=FSUngaDp4yTZw~c?T!YEa>6n$ zBcEGc47RQA7+X3PUzR+*oF|v%>)nRk= z@e|WWPfQ;@G5k2BZEM|9t`2fNi^aYisH!jQnD0}Z$JFGeme&*bL?Ea z%q2`_E3yOlG=LM?dM@qh{LuCSk4h*xDv*cg_8fbf+qvocKC3Zohuogx)2a3pccAz* zXcxGH#i#jpo|}4C_=IP;PM%vXaS7s7B6{Gb4-YX_bhtXCe9DIyU*W&_hq&gqkbT|t z>INvMH8D-BE~<#t@dHz-T2z&)#j03cDZmj0u{vF80?cMn6{a5*)t`}Ld3nJ1YCeHF zz(lkLHZ~~G^aK${ByGa6Q!#*7tdqpqK!|4YIa4Bt^6=&WYUZE7glo4$O=2r90nJos z#$*fxXil;!8n?3)ahi19by7xGTSaCv%1nsGX^<|Sa-?U0iNHoa2m|9)iK{7EmLDZdjr6n6*LIQJ0Tz)^XM(sH*jgE_O=VpyG${gL zLD8ziRfAAH@qw@cdl3~9dAdUX#cBAZfwDQx18~;jpQY_9h!PWsRHk5e8}9o7`CeCe z4MVf{!Ygn&=INElNIPMpA%x>LzT*cFAy%%h?WXX4%S}Hh(8Ia{{_%8Rp{#3p+b;+s ziwUkU!f*v&A^E)}o>+{bH-btJExj9PGn_$qI*U%8s0j4@3hGp6!yDdyKrnWfwR9Ge z4LHg?QCwz5ny(%OMsYuZDh%3@C*0FdKmBxVHKxP4QV?Q=fHVK#%vJ8`r{!uZ-|!Ds zJzoOI6%Ivj_-}bUL|R4>UswruVyq^WryjbkZRU0bF52r-d5}@s zX1p#7T!k9^mJYOdUMG~;0abOGRavN}I&ztvp?t)IN)78$!iMTXPNiqs=Zj=RdE+L7| zs`L-RSWtRISr*d-5x#GGf-gv$MRuhW` zjt;Hh#g_JlHXn0x%{k)wC*J6 z(Ajf@I8T6oVXq88OwHsCn4B;@c7ACWn;smVRM-Jv;B2Skop{Ws9he+^45N>tMx$yO zRm_5MjRY3=H(KP?Eab`_Dt=#-$97=r>Xx(vT`GGPIMHg-6U&u7^X-Cl`2Z?=24<}6 z8Ss@o)UP>qfQx%%+s3Q&xhU>2pLWgY*C&wI*a7-F*);R*{I0b_F#P#(QQ676@&!&P0jOU#Xv|kI9uQbDm*F%N z`2xQy=|B|{A6^Ga`)=D%h(Ufd@dpA@9+8zxW)wj>eN>FVx_8Gay0+IpbM>Id!sTZy z%hF)0iCBL1Rgg((J9(8QE$zloPOmA}hB}2v@dszx=0^#oPB2MHuzt|iS(dAg>o=vC zW1Z^qNIV7ew2{wY3So?D%h=54ksw%C!|Zc{*e45a$_8;$vPctg;7Z$rhx~zt*8wHz zJWKdz>J??Jd#$2LuEtMUpGVWDdCbyG2|csE7{w+u~UhCSzJu&qcq^Yp5iL&xh~ZXsdf#tj?R~5m>qA(h1wUx=mSs76YJAILd1$ zxI#iO7d3NX)#w5xeq|UlA5Gxyh|IGnA}=ShR@3(50q*x*M{!w36pndj=lBq^ua9f+ zJA&k<6~P;?S6MGaXezEL-z}GrFbkL_b_xGhdWjJMWs--(TU{QF+~eVG?EXXG>7`XG zCo9%`@l`B@N{qnk*MC_!X>K2eZ*4xeGL+|7oxM9QNM=c`lBD>=r2n8zzzMX7q3CDZ#O*rt4cccCveHSo&kduBD1o2*{)SDw zl$`s-eEdGf2?uNp%)=sBz9azXHh%2ebefn-cKI}EJFnZ=pQdI$w~}!%r0PT3bLPXR zw-Q??e&sl56egfboq2SiV`-yt48#BPKe~>PFFt$5Mrhmb)ClqT*k~&>YpDjFDX!v5 zs3Z-clA|%FcPWfwdh{w!_jEG#L$WEdrZC0aX$Nn>t>yws-pEC8sC|T+@;xEKP0m$J_1sm9WO#{AtC4Q1 z@hPg|$e~%^R}0-Xj0oLM1Y$K4JH$r zkBe6{W6ot{Zg3*k<`b(}cTzIvN91}gYC-_WrVgD$?g92a5D8=2v>KFdj2w_^Bq$t% z)>-p1yhm_lug{WlSzXHE%!s4;m-7pl7e4zvP>a2k4_wT)^ko#mV-yQ6$?RXi^;{?j z9#x}7LGU8ZCoJRw-?Lk!u)WmVlAV8CN>QS{0;k<2I_AK#CDeX`_9Lp~C04Wjy-v0g zw;*F%K4LFGGWSu!MOr^t##ixH&DX%iT9*~9^%q+ODz!!I9KdPVMAysl%H4t%8Spe9 zndui92`V+*WUmiU)cEo*Ty$klvcD8fqFU#)G(VG$Y%L1dLBRmRps2{tg_5DVFByWL z`T|@X1+UDn9c8L7lkCq(_vm%s7F-`Ky+6aTe@aH6$B}vX1>{ZEc}$~FQ6B7FP3}0E z(}8k*&iXO8JRroFBIE#Z^&HHR%W%hbKPs zIW5FViM8AhPYoOa^u!~l+2f!1TJ?#qcRcYme&YYC8Xxp@XjYo&E9jEkvsJJ>}8rq{Wqz(9mY`Ve+$LRwFhIdpwP|&;2zAKu$5*J;GihjtF4j28< zp&vT*Ls$CYL;4$iIC4)wL|DaQx{}3ou}?!Y_oE9i%QfX@Fw6PK2p!@0zNSIpl&)T) zfCnMjS?zYw?z_~>@GhnuaR3P!U<(4rAXBT4i0m(@+|+#Q0+0g#ce;7G#7D^=2fbF% zh=29kL8I!zP@lTo*Qb7b0ECap5%sCdP@cLz;quho1T|s?V^$#g+{)RTuYLqt!M8ek z6cwbAc0~vYt)d;mKbwy(!@Vb39Kc43@{Rm>_i**Q&HH?Wp^#AUZihgo zymcx$WGz!fm>F#oF+GHFQ@4GmsD5t9tO(wDVg+}4+YJ&%&HV5A9DLEd|3&Pd);OLr zss0O3yM#?x;sTx0<$r?QC*g zhfB7=&S}lH4dOdla2dIMy(oQc^%9dm1uI(34)<_D<PoL& zK(3m5EvQE(+-v_ANJtR3af1_MTC`5VeVSm=P02Kq+MVK(c?Py zfcYHzrQFUyC4m++lWDWCKKir>3&z=PbK4(Ntc5W@i&|+Vkzwn2fc%cG0F!|_ylm0p zOs2QY)FcNqEZI^MFKdcZiH}=atTLVa zLB%y>NN19Q0@Hp{q|?)GoZU8`J1! z(8RHWtoV@neA`^CPIH+#2ZGy(D+Dnp_V%p-7Kay$EYMu{*i)%Ew+HI$qlos9AotmB zl#^y&ou#M5p7r>68>zCSZj|z1Ys)-XCFkyKtg2s=uNjJfN-D+&K)oC=`g8H@(7#C2i#W$a_EI@w9F1t>Sl6lG!-_iL}1ml%z z(CN5O4!m0`RdrtdY+(>N>>h2akOxnRG(Cd%w@56Po5A zgYw8O*4`;la0+Bu4OX%YNw<&L?n1=-PNg!waTW5a0JxnVbx1j@BU)ZREGwMq$YvaT zAh<)r(}fXck(T?CJ)$!hF)&jwBH>^}?B*502$jOUu45Y$+qTV#jmgBeZQI5qd1BkPZQHi_;BuD{*uNK^Uj}o1R zt%ktapyjvfK)5ds+bAXYou7fP?5+^(N0KSd7ct9kd3@l8e^TO$ZoNbSY*=VQj2haI63a;)aOZm7x&y!&6aprjAD;ehUW2% zn#-RP#WVCuX5Q*^TuJG=n48FM*g1fZynx8ik@i4OWzwF*?*U2Tn8X71eS4*_*&mS> zet{ShuTIff3VRQCyS{U`4AoPKHxyZEhyuz`BDpaXxJEgN2&E)jP#zC{0qF(1lsp7@ zdjKHZi-p*mls2o?6M2(b1)4&l1YNX|Qz<_a_LJk4f*lL+k+?X3k)-w8(;7TQ30Q6O zBjr8#bql<&`@I+3PmR)Db};jPGfbGn;Ql!>&FJ~Gn9TeC0;f`IR>o z3d@0}j3j`B4WQXn`%h~$5c!*dAmE%G6NeEDQIGLt^O=ED$or++^i(7j$AS2G=z!KS zf84Hu=WOFeI1MK+6MF_V)80bnZlWdBRD32UKixh%P2Z&BN2OBFgS9~D8KCx0p22V? z>Hssxq-`fjH^h5}aR6yz9iGOl_l1(!pZdgV=+_VUaZyJ~V53x$!?sn&Gi3eNRJt}u_^{{~qY31qo+xf&7+q^C2wS}Z4 z^WI+rOhVAhl&X+LR3$Q+3$sIK+YMcTRCm}v-mF2(WTDH5e7Au}I>#&ApeNx|v3I~J znIPe}*re!7v2@@u#F$HE1vjQvK^2byuaSls_r=trm31BDH3bpj8#`~ave+-#ii=i5ahpZ-)z#bX(Nt#|ZtjL_D^R?w&2rsVO^jvPOlZU~8 zr#Md2H{>nP^irC2f5r`Jlw~b-?Z;A`5VNKA!Ba^6&=AMGCFDtA;CS06Eku!VAXy34TGhSvXT)PbP`pQx za7>W%FOVr4XDO;frbmKVF(YjD!oc$c^t0i^g^eVGM?CU4Q2tUIbjw4ZmA5D`q?$lZ zQx$O5bf5DfKYYeB_V|jL8V_`IRf9HM3VTS+;bL;^ zgJY)i_7{r_3S}Rl60Rjx>HV$KOT{3?`&{bqW^vLwsp>wXB zkKbNOcu-!`_$m|ep9|fz?w2;SO$4E{k8X||EHHUqTT8?0yI#kuSiZc3-Na{ou6!ZpY zVv3OvtO?8le2vtgy^$p0##B(IWNt;smYX?u;=rHchK3gTe}%(?AojOXx@SOU$~_PZoAy=1G*5AR%_2Jwp?!eP@DIC$h=L~O2mwfi<*;>ca4IT~Vb?Fgz7 zyq*53oK`Fj&+H$ecryitQfo`Ei=F=4i!1HwFk5GDhUnqvGmV9sY7aqGZqI2h$rOn$ zjVF6!%e>bZk=?U$;yJ8X?jyZ!pEjf-7o<;ie_xe}I52b)8-;R-l06xXJf69<@F19f7uo3_M2L;-4?1J7dX93l_f$h^>4ld z+JoGWQBay%H;U+W0%eON+Yl~@P~Kp3a5Hb&y408olWxoX4#ZGS(O4mt!#@NGo8=Mata%mjTe?kB z84z%HUM~5%r!va(kWrG#p}{7CGIM@K}(NM0rERc3($11 z=?*C9M3|_V{73bu;(GQ(s}mwDD!^1%QFykvg!3|G9rPQVLcNKoh~TMACk=pq^rDLz zzc~s0fco|YzCHY>rTO?{U$(=+LFq3;hPz^5Y&M11zb9PwwuVhkM8m{I$2UnkI*Y-Hxw*81M!nn>@Wcamml|+K)>4t*dLV(wZs=ccLU%+)p8k<|D8!aOogLZ=2X0 zx>5<>+MkNrhLUqKUoy#SfH2Ici)rsB05HAdcG zYme1=$Gbnn)=rVbJrps^x6!pJ9ZACQRV0Y}vr*rA>BZ`CyScu9@nw73yrtT#%j*g! zn}O-Gm4R$F+Qu?|UxD>bi}B(cOTz#q67LfAE*EuRRw8!45t>LXAKK$#WBE2lfq z$5XO<8FwD_Vi}LocVCu0C!SobuR&X;NT#0uWZZQ^RL4~6ytOL^*HjYcv_;ADKzb8u zxRj_ztXfUl%lm7Do~BvDgA8Oxa-u&;u}cHusbaFOV0w)h)OU&SrM~E(7Dgs+iue9H z+5Ixln4VU6JX;6060#S1`-_Q64z5WAV4|40lDFnF@=&q{u;O&U4#qpQ&~GXufZ&gy{EkQo3R> z1=5t}Ld7XZfGPN%LXPjDC_!}g99KRTD?tvYx->M*!IB8YC@%pw6Fms&sr`&e5&X{c zf?-LgUXbr z}y)w>x7=;_PDS>a*zfQ^g(xX^p&1U=niIs8nF;HUTXDaT>1FsyvNO{yWRV z%dwN!T>76YS)*H{)WivyEB}nwy*7H~@l@e$g>oO1dK4fe(1NQ(+n!C25*<0ws3txm z{V4CHbcUoHy(8(sOzuhF&vEVBojlmk6V`$B1RWu>r%7$l{0JQgB4%FLx$OL(UZ(N| zWL^^QL}F%kv3k7=u!{xtX5GcMzOS%U;SoaH+ilu(TaaCMirzn2sKpoYN~-h9UZ^xq zjSxPcqHVi$(`-A_%D3(HUWPZtw6&g9m{6aGmT?+h- zB^v(i#=kyVadPyMiwQ;gUh%gI@9Hey?EO|~4i|FgCPv^;m!Ej;s+40p_N|vdcS;B+ zAeWbndVE(uw~7!f6l_jib^W(ow0rq;I1CihQE%{v@`jOftqF73Cy1IClFIVY5^RNl zcC@YZUj(VZ-$4rRYV$&8UIQ|rTgD%K>294Flhxf5i{qTs0z%29VcGjH=X@BOmX%Mu z+4=s~(ry7d`h5IqV0*18FcprJfxJ9xB8vOb!*=$f! z^9Of4NUn#4p)8+oSVu`kabzIttkoxfizjLD3nmi^)ooJTMH`(43j(C&0_B!r4EoLT z)(_4GlOJ5<73N~mA#M?HC|jT$4sVY_xj;gip93jl=@TW0@`Sl8ML**!*zhgy7# z^dh67=Cr3&KeGK=pmw|-j~Bc(SRQP4+aeH|d@)vI*{HT07yam@ZRn`DEO%~e?5LQ# zqlqm%92XhqC?RH-?_fm3-3>KmRG;AcSM_i~mSA8P81d%{!tFKOsx5)SV=UvuJWhCQ z1Ygy1EgLKnQ#~9eB$6~dnsgrxQ&5tP+QUTYI%xs$sU+FCGlJk8iFkm9nfnGe$fSsJ z7Q&RAix!htCc_ddlAb(MMOjdtpJ2)AIei!faiZ*d%HHPOAX%&Lf_lwr?scP#uiX~jqFA3k13;&cIJk)Q4`5+ z7}Q`Bf)D8GcqTDaA2Nu*%Qj4^PmhnCyg^(yUa9!Q#EzAEWbR;}a5D$+m9*C)-39E= z^~-qiQLT<0Cl?7~TADA+3X@`jFACG^d3 z^q{Y4gid=r(hWm0%!m6^1wWUl%v+ZhHF>&$R`Wr;2e{dN(|{ba;-MJl&u{4(NO8(i zNdwO|q@Tbx+R7J36%-K_vG-1{V%$SP=V98jIQmnBg#-ekC(?L_QkI#YS;2CoEZuq| z$FvGuK{o^H#?FnP&%*^QCxoL-`Qa;?dOi2l07|;xhfBK?lZ0rw-`o)&_n`BLcG`f- zJWD-m>AE|h4fAmsib{^zK=Q%x(g9UyLJ9leql(#%glWTs%zK7xS zi|y8R1e^C>=yj@AufGurKHbXt!XQLUw#`wyAMw2!vL}!|ZV^Cj)o-S<+YpF+f3d#y zGF$TgXsN8pnhrpJTBBK8JvU|z_i>N0MhYMg!zJo{Z1`iH&&J+`0s>UEWYV4pr)V{l z1|mv1a%Lww7;S4BM2Ap^9#opq)2-eKyngLG+)JvPFyhPlekpm-42JT$*npTtgA-LV zD9!LkE=$AFxXSAwrA67yhFNtW_xejAtvHpDi?+Px&#ROtOycG9*&*1#d&`xOs%v?V{hW)+>*U8Ks0S)w4_`>yS&f2B+46eyRMiR zb5a5L_t`q@iVb?@OBWXiNCfRWP2VksUAa3jo!s*Yyr?4E0*}1f*SwN6)@T?yakZvN zu=_bp9e*q##*rc8XO*v*u0P)KKlJq9;wQn2jdT*3zBS6J-Zk%};(&_9Y;aJr~5hOAv z+8pl_>^LPV9Jn(En9v>}EYd9h?-oAx?g%nAg_fdh8~|lq`Uesp;#N+J z`tlh-*RS4DzXBhNuM>{fp-H46@=cyT>1~1;nu{=8x8PY7Arn* z-U62_SZ0k%|7s_+hQ@vP>^wAOv+N+<>HT8`$Y4_I@`xMxvSXRSN!h_yzeKmz3qW$y zE}WMPigLs!KEx5}$T^7a4!O;H$%|Lw>j>-1abqLKj{~ zU(+r|Gvj300<0jmzQD0#|2zrL)T5$O&}@}Ph^q!>lISN!IuP5cseyr`V+U(7#wCA7 zv#Xz>>PJ%m&*<@$&-p0bcSs*6jCO>*0%X*$twgOl>S6KS4fGtxUo}ca)mJXZ)bH6} zw6WWeF7S1yon$)0Vp=hdRy_5oJKbguCc685I-1p6ymx^J~ z%9~IfDa1IrZoI(ndTgrSfEct*y4|yV^xvu4tVeGnnVhl8XO5SiML$?KLo>L+72O>1 zop%vs-f`|WKIHqsnQWjwOG0v+PXmqN=3vw#V+8lAfEVh$pptjoS*%*CjSm5&?8uOx zYh$-|5m+2`8M$l`_`<_*+A4wwn{qqrDne%DS}p;^Gw9XYFoT{p#R8sx_^1R({Mg;wHnO*N) zukVdW9uSO3*d^Bdfz!?6lo7kIPY4Q(J7zji_w(K;uv%{Fr1Xp6_C~GjE>LBLpW*lL zJ)NbQ-JcGBEDQJScS%&W6ltIR%-Z=X%C|=QiYI(C)l`0?IFjMjXsMp6CT{=DW6nq3 zg_BQBt8J;Ucse&17=c)r#JHK77D6t`ji19?M9Wb)f2!W5NV^!XCqVILm#mMvD~?wv zXPsjg@L;m0;?@?fZ3`CSt%nVTp~x7yH)x#^ClrNW)gzY&){w$a)SkHs(5ac3s^cWFj6}qfxqt62qNc!yUxZ^CI5sc>;E@mpHQ}&<<{?s zbbBy>vjvT_l_OP!r|(wG${-Q^FhBmMvuetb*buX7*+*w+WVo$zopuHbIR=Gv*HG#J zo;)NFZr*H*R0Zp-)Y=d_y-+qFCC)&kGAWXG?m#wR^nJu202!i)Yw&Ot92QR>1V&Tc zli8!L(X`IFn^hJEGWIr4tFDC3T#`B2KU)WdXhMDkb}G!QlFVx|r1*o3hed)g^zq+| zkmK5-aiQM#%5+p@UrN_wRNqj`R&|9xoK7~$NGZaFm-|LAK%VC^DLN!<7Z1^0v^naa zey*w2w{}rQ&-=hO-c%k+@4dVp=IuFgDO7Ws>($%s%vBE;;Tz#$_jKEzUnWcYL4WM{ zGP{yLDM&}>ov1dx)v#s|GYCc%o3_etB*Y@lNP*o>dVo6iZb6a$h#qqngv=#;;pzOZ za1f9WU6PL8cx;cXu`C9J-xmcwOJ0)tQ3_GOZrulH6N14jvn$b&>oKQ#j>V7PD;qTk z3*O=Mf5Zk17^dG|){I~~Ta;yM5E1E1`f5yb@kn|FF+vQA$d3lo(klZS`exNciFQ9U z-+)_D{PwU{P0EBLgF0S2WWYImQo|}+xAVFyHomfjSFBsn-|FBc%MFi8&vQimzxWT8 z1P_(VGagFTolBLE9A8V7-;9M6e%QJmTGrDJhZ<%)`%U#%*4N^NFD|3ewy7H)AxoZR zm8KL$kJWjP-aZ@8;ihGeCT5+Zl^pHOU(yHI1h#a8oq-4$O zYVXeOC!YqJvdU*b+S0Y~InHOJt;)2@xueLrW9wttfC3TGk&8sPmj1&%ZyC1&9HqL-L5xfT?J}R_85Q+V$5M;v0{TF1+^2n9_->Luqh|${5nj*;mv;Ds{ zM*rn0`hSA|l?PJM{L`B(S$e0ZmUa}u9ewP~a!lSMIaj<}uo1Sww|XyE>H_r2ry!{hq5@$#6nWw=*(?d{IRj=H1m-YVvo@6#6KL|NGuj;`fp z=k)6Fg`>$*4`8X_B z2=;_VmXORZ;z1U`Ol>{6`@5Z0rd}5Qx252k(zm7f!K1)jkZ;~dIP~c~F_purhzXHs zG#tbaN&Jtb$oE`169ht&xadC$Nw==ZF$-58PcCC}2#?DTsjWg*DDc zv@Y}GtCbsL)Be=bKgxmP?eTBh?-d0qf0tnNV4%<{4<}d;cv2>a1Fnm6bu@uI+~9yK zR?q>SaA}^%ge{mcu9a?4Ttdp;D}>Uoegml@c?ph!;hEr}5-w0ShC3jpL--hb2)+#zd^ltC`^ z6Qb@r0k=q8qr7fzlnN$Fld_~_)L0Vq9N9Vvk@xJgs8|0M&Ja0DRq+^U`e8oL3*z@2 z0Tpl)BV$Swc2yOO)u2b=27h^hI*@_NO|Zu(Wj{2I)zE99-J?cHH#iWDqa{-U+;7*E z(^-aNSH|jaTozF?Q8~h}EOP!@FYk_bnko2$}by_#r*kK>~unrDClS*66Mfpd$D z+B*)6%+CSPpl=R$4a5RK)6h^47qZE(fMQK`@N}SQC#sOhn`2;%=N|%_i6JAKdXqFVK_?py4~D zfS}kY#8epsz_H0CF*0Cj0vNp*TTd7o6D|p}HW~TAtrGbSvY`XJyIFO8&$Ung-W-uWIr5fu81<++MRFQg(e;} zApjULRq%ttJMy#Fbxu7_&_kqXnhVYNVsK!L&$XQLBgt?Pcmc_wB@RS03PcVelRjF0 z&$2#2=Oc1pKRski927VlqGn=xP;U^&F?Vvk zLB%oP0p3*RFv!5O>JwCg8iCd?e*M@5`HTWaJgP&IJ&yB&=Gp;m5?RIVLdo?%SOZ-` zQifVRG7@o7!qDjtlCU2IP6uuXNVeC&b2L^-)M69e|8RUR3dvhzwMK{@1!P$7vRb%V zLa#4D*%(F{JnQu1^u(O`r@Ad^4eWS^ll=a##@JTccnPKNDdU5HMAsyq*Jz+YK|{C^A8_bh{VP4+ z#tjd_kMEFHB2;p6o}hrHR0RuWfkKNeb+SPO`^-wvWE6rkqbH395VKiwGNAWsFX(X< zVTpQhA5OFtK#rk;j5_8&6s1!pc|5nTrZ~~;z45L~kwg~}O1anx&|(EcrggcAh;NvpAvV~$>wGuIOi+s?@t4JE2uE1L z91Jwzwc(5hYpSn$#&2bSuIOJ6IFXdv?jFrYZd#T0Qt7N~AFz^|MA6d3;XR)|BR-SO z^O9T;Z5$OTO3_a8OyYu@11kEWMdEvlnX<#!wGJJ2%XX+bfxj+zm7T-ygDj&x<^|fb z9CnX6Mdz3@SmhjZ!%na{j0~k5j&8YiIJN8_aSODsXV`px*p2u8Ha*;l_ts5GCdnVJ zy_DfWKs_kRm+XR}Qsr&)|IKl8G4%Tc0$+`L!>`=@aBBQSp#T z63GQY9_?YEZps~!ajrWx-8h6iI2BKej3%Yxe0;aWA2o9&qfo-E`hpH=$v2mRounPJ z)C1`LtURDeS}~Tg+-@@uky!uB(qUk?KaL-ga(uN#G6_HMD#X8Dstm>Z`y`6tVdxd4 zDDwfu>SV^rGGSsV2jk4jY1Nid3)7v@bGE19!Sy%ETTTW4sD;!d8c~-z#MdNfSBBfU z;(tseIXOs=TpApx9;eVwjunOp?VI-N=mzABICOuGkOz`5V^pf&SWr839GvxRXd*lN zJqiU_a*2t1W0ZGONS$icl(Q~Rnu?%T!~fJUdrG7@4pP-GpInL-XxgfngboNDn3}fm zYe=*G$+e;&Q<0J?xhM#dn$wc(fDq+B-9~2BS-lkS@LNPO)-m5?suH>KX8MhEfQoDa zrLs5x2fRMj0_G(+f8`Ka_ z5=3G?<^!R9)~pl?gj&I!Fnh5G#g?#(v`H>0$BG)AHhd*jfQ*WiicG053#eJeF8m7@ z45@0kET##YdM+O1(HnNS?jGvvL{w}DsX|71MuzOy2qHxS~gmSwyN?<~+F}if>zSBZpq?KGZGT>OvJGPRmj@OFqS5t(&$00>c1y4v_U4Z0XsraWFn1X>8~j^qcafQtKR;jMwS<>=lUVxuq4< z_fm=g-Ofh;Z(I-dnry>q46lb=@vnQ~>~F2YkK+|I(?n@t1~KMbtZ%MJ@2O%wxY542 z)h?CUUnZ>%nrVF-LwFMgYzqh`rG3U;+BT5Nd3Z7mA#e}R@>8~YcDs|uv_;@6J>V;8 zzx0%wLhow9&O>Q?A*g$cyq^`|d>3JV&Ulh)Q|G}9@MU3`UQU<(D8%&vAaQp~Y$9}s zO1rrN1})7&FMlAu)l&{e4CZhVchL3TZ6j6qTwNhFoM?#L&<))o`ig}0EE6SkY3{9} zL5zh-KbMJdvEM17&#~lXstKxLTvQIp6_%iQ2eiMNy-fO?#yD+eDC8bST>|x*i~%bt zpp0&j15H}O>wYUKkpnd{jI$ebfgf~S#9qJdXff(>u2W4`$7g9noz>F_!ZlgcHY>X#R&_-#Z%-?~%4ux_-4P7D zX)eDath`c%Y;4m_{9-`#{!aC!`TS-xkGspYjl0{0;1Uch5!og@vkSz{5rPTr`sp|a zK=3H|ZxGOk93#Nk0|F25djvLdpsZo8CpZH<8-$Q%aXT{{5_T;@2s4C*Kbs4?lOZ&^ zx@OK|G*pZBXaik-E*YVmoBCV;+LvR5D6YpZ>61d?&P5GyO+n+>renRVEQ78m} zN@$T2CVTnfSoSM9J1@x+p-f?$-A#gwbl2w*QJJ9g4Ny`2 z3D*V;{d^wV+r!$2gWFw*{JpV95@h-NO&+c(q>h+D%IYIf6XI`SP9qe)9tH5U*lqyw z;WYLtKKeaT{Pp-R3R2Ec`Ou8m-yCSgncP{*jTg*GSzv~;Bt}^G-^g-QY2QflzdnPJ z;oP>CTJT`w^2@s~(MP*W0K|7B@zQ&9ot&d;ShU7(|Ai=+dYKe(A+w(L&vwJ1X2{wMhP>g+CL9oO!rSQWEH$_5 z20%P(u(nL|&g|%PAZi76%=?YsurdXNr2Asy&ExNacFKV~Eoc>kLgneO71*wQ26@ff zUB>n1QT+iG1{YkCCWN0E7i*LA2a-Pe#AlDc20Tk2l!uLQ$U55Lc2)Pu`p)+{&+BGZ zicdiyjrdo7^`Un9Em^jCVQsc$Erpy+|>j35gkb?eMkeuZO+H{J(U7nB+;IDtN&;#$z zAawG>tRte~?%hHE4#dw?|I73*r+Ow8>5v76v%Sa9J*d+ zXgF3AaCXo8MV_Fq2_ukv;pWWfwX;^IL^)wNdye}I$`GotPzB_aUnPc0@!IehU60pd zPLb7PVB|O|2!>t5!IrG6mu2zLc$z7-n^5T~&68_Rr(V<*;C`@bppkhTEg^z5-u#3UL*g*zrgFbCCk=|wvUzYGUQ!2g} zsi|%*f&K8$2;`WE$ZUg4NMw8qI@B`P(G=)bvL=!QhT6pklf&+`bDHOthLiqm1ac5? ze~Rf*CwANu1>5FjND~#x_u`S4wYGRl3@UwQtWoJ+1iYxL5ag;gwz~ra$@;saZe1k( za4@$&RcEY`f;dyvih3W|`Hk$K!^|Fi-eif+Im!_hZ2KyWU-ciaptVhh((pb@hOXYBXrs@(VV2JY#T|B#_S> z!SHs%T`9ca<}{woFO+}PK%3_DmkjrvMvJ=245b}yI>I=MrA?EdCkquDRptsQc#Xoe24z?tcIN^nKwMLJR1e;Q#_})u#mSM{u`}U!e zuZ;yQO%w4h9JEwDjSo2?2mc^XPFgq{ovHswgFb@l+($`+9zfXi$cpjTg}CaeV}!E+ zLeZhw!P1BbZ!GP^{kW7Pa}0{CXAuy+s7aa9f-@4|>@IN!WQevXZy2@%s@%X0312F@ z7wgV$8U4Qk!4iy|?6)H|--UW|-+2j=6E&N>W^q5 zP$WD=ohU{=OI}4xc1lCwI$qz6b{_2^vMt7XaQ5k*_Jsjadwalj*EzOm)h=qbDZl-d z2EZi%o(DzmIV61MDEct!IJ4kXsxSkr?I1M7Ls^E={BB72plqHxqlS78#C%fMU5I&8 zb=_@Sd|?yku=?~~x$<3}5pkLI9AYD3b^UX{-B>6^}y1+<^LFn(4vm2-}8PCFDa|2KE_!-SH$%59J}_jN$yXPL7O zScZ*hV;V=y7`tlwnNkfAxIoVf=rWK}S{h%+BYj-_5$xgMo1I+31KRHaj-8*2TTZ6) zvaal#PREw^^U2?fZu242o3GQY|LEhTihdpjvtaHH-SVCP$QO~82h~%9#Q);RcNh~N zOWd0w*t5nDd+?%Sl+p?@F6I<{5To3(jD5k4=UwD8NwP_~w66V{fRk~Q)}A`erZeZ) zlPJuO5~NH^b~o(R|E^{HPKp7}xYdILq8VI=ny-FX{@$YOyya`jp^mBA!FI%MjXmmU zA;sle#=log6I|e>IqnhS@DZ^wx!CRZJn^Lbp0#lknHLF-M!d8~ImipunH4!UkwlB~ z-~2|8ZPAz;W?1UQ004p!Sk0E#iGRDzL;I77)f)-c7i=?1d%SAQ@$}GYh&z5}0j?aN_?EmheLR-$j2L!kujKF&y! zKF(YYvpp*Kj_9|3Bv@CMgwoqg)DDFTV5yTjF~>Gr*vP``+<#9LO%FJMGh{uk3PKt# zaMh!pG%-vNZYre56C0mimiu-@4>GB11$&uhTUV|R+Iihe9r3j9pfj6ah6+pL#|f9G z4_gw---hgBOk8WNFl}BN!<5|CUXQ48_J%Ytkg@FT`1#9Mq*!*Wnn5xp8)6&CHY@qW zELmed3*0t#eD{Tv1kx#b5 z{>wMZLT$g9C4L(z7nxkPu`rh>A+$=a-aKjshkF+bGIrDUMgQgx9Esl0?AP>P4=e5J zYOx;Y<|b4f+lvcj42A;E^v>G)s&8iW>e}8Km0E3%wyJI?FHwCIhfu6*Gz#|$46}ZV zr7vEK4#s#>6?>HlP|%a8G6O2(4cP@$IVUm?xEEm~;p>|d(Ricft#?=x@|!!rRIw7= zpRx3i4KgSJ^Qc-}8u975y9RBoj;J+rY2rWTpTjG<#D9GP%26_*>G=x)964mh8c&>vlcv5*p zF@3JSgGYVU(&E^2RQo`Fwo((0#($FVK!FUvsVvA8|SS zHmS#(w6coRM;yfkp^s&8hSKw)pn%2*<0S<*V$_Z*hhX@3RO`M|>~iz$I>Ybd77T@` z1$C|ZYmb-`Y=l)gsA+Eqs&5O-L=t;ep17|I*_pWak&2f{;(7s14%iG)Ch*iE7S=l< zUMl3mAXJZLZl@?R4?r<1(;Lg)lXk;NbkP}r=${#a*ef|5n*G_x0|t15GjbEFW>5+K z+Jda>Dc!v7^UyEsYQ;&Ye{42wSsZkm9X4Xz`D3&A?@+T9`=ZDFQM3bj)1>Emi)tIjOGNw+AyP|dz?G)mwue5xi=X93;dcA) zl^!WOJ}Kfw<1OPGSEVpQ#~fV(eOxb3^>gUe+rR3eDD04^oyp& zf9cJA`KtDp`_Igm(1Eo#D0+y77^Jam@=-={u!NT7HIji{3yfKXW;@r{qfZ+yh@AEz z-$u)u?jHra{Hu4idb8A@)bg zH+zEe>;xeBk)Jv8EyFO@X`U65I`@Xw-)GYNY9sRZ+dH)fb_AA>SDxPy_?9b`jaRGP zqr-n&?vZ$xim_ih=>+9MqhNnw8wP;yVZru6c0hAk97a*&JCk>n%BkTNQ!y>mFvS~|zhSD3zH0Jqgxu7UQ`sHxiq%NC2H1f~ zA{povfQ-@X^gz#wMvar#fF7p{XZ4U>vZqP5GSy69u*M7MjlHBYG7||9Bv}8dfj4Dz z%>gTo09HPoLzIiG(U1kE4#FRD6^84HhbIGSgpDdl%OB|XtC<@oyxA_Jmg#uaceR9YYl2@TZq z+yj^4%y!`hzAhK26o=TD6_U>Qg_c_?5}J-kO_)Z;Q9#~u`^pe%jxu&KLQZpH@!+lw)20>cs&mI#kYz8KdvYesl^t#%sC2d#h_NOXhBPb#J1&ix=8w!Us%S9N_dBp@8m zeSUECDfG1X!p-ga_;!V9;lC=j{OQATIZ6kSvr+sho8ImD)|JX(i~#34w(-zMl*Sxd zUkR_9Z+-c8e4XF*O>v{x+U9KUL-TL%ql{`QHcKunJnfzAo*8Pz)Unn(2DVE(7;Hut zN-I2XHZY(*E&fg37AR9Cm^T(Brd(OHc+>gyv#$#@Yx1d8`WoY@jqJJpBg{z9n@84X zjY&aDIqkstXcdVDsL#~L^K=6j9c0&;`)g>_IjZ~!*dtl8=fKEP;uMxkp7M{%vU&%! z2L6u>R$zCZFkF@1Wp8 z!3T7ZA^|Nhzgv(|vM(sCM+t<;wO>o@#bpqEg3wb#Bx#f>*FzKmkzRKDwS_4JEVrmJ zmYYSb+2eE!1-9t|@Cjn}LZWY#S+@NrzN;;}%4Lm}v^kGJ1 zbDVS`Rczpu?e7FCzk!%mpoknG7%KF^t*<4PMKm%0vZZ(EB1~j&Q_8iuZ~V-{X=`3a z(^KF5Jlogm?zOz?k6T^qS&nYeS%LH^7o!12w=tPJ3n#XQ)!?roO*3jy7kB8@xueaB zJ5cCGCrj^sD9ofc#7-m9x{W|zdgRr9tkglP2W)ijJm3k6sCwcLFe{rNcc_UC5*mDz z(c>k<@K;X|vnMp!1Lo9=<9i0GKty7wS~Ho2!BzOuz4;axa1}zjQED|JM{1}Pq6-9I z$ine39D4&r)xFp0uOtOE6r+EJiY7xIX?di1kjYWFxj_1Aj=T=RQRYCWV0{&7 z(Bff|(pU%HW;{uDHoQ53$W-v}(0i3tgnr0K3)+Or%KkURN7c^D3m5EwIuHHNouqA1 zjfasNZrI|Yf-G|{4C+qP%+*tTtBk8RtwZ5w-R+qP|c&V2X359d5| zWOQ|PWmZNsDs$CJo~q0SsTZ}la=PfKNNJ=KmbgJw$|vwY$^=6(kzhb+r0Z;;6c&hW zNj^ea5V>W5VSoU;!5kIt$Ee4lI@|D-lY`(z@O&_LR-@Q*CG zNlAdS}tRl+fK-qd6XgSnT?`@f0Rz+PI%S#mbfhrwxchFMHQj^oT%~Qyc(KjbSEz+mqe;#bFfJfG0r) z;7T>-3{a(K*UQXO;uk4RgGIhg*v1%4$J9KA7l`j1| z>9YePs*A|34}1kh@J zAaAu$I=!-_As&}f*_)I6l*i}X6{36xv<8?VxQLM7 zj(f}#o|T%U`k>e&V$8&>2$1>jZQhzhNj#I?{3as|K_X2Ll0`O?T_Wu-vq=iBF^bhb z%0V`ke4;K{1EC(AodCX@@_Vh7GVNMdwCK?cz(GIc`YsniWAHVB-FdyjRt_IIARuGm zd9!j0p@X+R(A(Ax3lN45YZv-cBvLt@C%ILD6|6grezr_!kTOa3G_AT7l8=9m0lv>( zho0XKvD`m|{99Xc)9ej@%&Wcdd;l9jL_$*nwUEtD|8m08dkJg+SMI z(Z;-I&*T}tX~Hh@T1*d|KS9{fnC2j$`pr@F?YoU(a`-obE{%n|!3tu;Q|$$|#g)1G z^&xn1PD&%R=}Df-sK?zz*o^F;5(yD3z-`dc)7r>sm1x;BqA*7KJZrLX>OZP%#&Ib2 zw;*g1&dcNgS6B%#1ATaz_YyaPXk>E*k$uoI!t5|z6d>KuJP%s%OUDLK2;Gq^zM5}% z;r?3h)IqFm-)@Z%mIE_#dW}@{Y2VkD@-#Wz(CPYmQv4Yt4-tVU8i90Ts>D$kW!n1= z7o?|j;5#H(soIj=`h2nqD&A;@??Eh50jCY}G7eU6^%}X@L7o?cIna79m<4Q*j}9456)#as>KC z)#qzU(68V6V2iM5-swdS_T`$dnsp1;H0Wm|%{olubU7bU1(zh8dxLZ2`!(HEB%3h2 zcLW$nQ=el-$UbFRgM^v%N@#`~I#cbl8Y~86uC@gQ_tC4>)${dV>qh2LzE|_t_SG); zhHSdUKM$UmNHO2DsUihk5+y39a~=TxFktEfMb49Qz`q&WtIy>lB)Um^)2q5k8#~!r+sm{;#BOm95B*$uX-mj+2w-WE zMNqt|uJTEtbOFs2E&=m-DxnMEWspqp6Wp)Yhi?1$$kjRPQM5Huo59ZU zju@k}HcJDGl)Bbc{51{KD}Pqo8Oey7B__CTeH$9^h1#jWTde~=!nI497j-HFeLXf` zMtOwRAP9zjPnq1l1zK8lDXwH4qEW?@dQ+;dm1@g^Rwa^By+hxvz1uh6buK0IB6W2NzPU7 z>y6_gB`wF)lxif#8?dLb)=|Uv(M+Madxv&Lib%46>oaH|#!Y|6)8Z9Ks77#HdFR}9 z&7M}Uet@veJYPUWW|Ua*8-xQqX;h!1NeSSJK$$gY6^$n=Dac&n1SG6;c=1kix(XaY z4}$_7I-1*jkq7~WqzZ~eLJTST&3en0C;+c3XgL}XuIC&e2&)HnUDLflb~z{xDwbe~ zpu4>3T_bZiiZZTghIv)-6b+<<72c<%XQpmvK3rAF@%3Rfu6egJD-wfwiMq!X5j1l2 zQrV5ojgq2#h|>u_tHrP3q>T#1pQ(^!3C4%vL~sy=rr?beN}#yE6LtMVitYCSL3W3( zQmcM5((K=W)HK0S@avOR6kKPVtaIS9#1E8N&NPi|GzevBgl0!Q!DLC)_Oasy*(RXa zNv7D4Jh!0hyzPf}P-Ouy%YHgu-{(+${#oFrzEIDm??0CB0p!JY>Uerya73wMmHa6N zPUIdlSdAQu3WLoXlZjC%9mXAQDdxQX0{#F}RtbV@jQLH)kQ531qFI$k$dE;if&9qn zSz2u=VMI9~b#y@slri*T39HoZ#~`s{Nm4_=k{|pdA8Ha?fsYMpSDdmWydv$|8L_i6$`v9Z7Vg3;tJ!ACJmzh_+P+j@E~=9&6N!&WK=Y_9T3t@k zeQIGDf|TfuSK$LGNC?0HXW1U<>HM6dp1JTnMmx*txr+epu}v)X!4Rbkl|LS4Ez0JNg?G`G zaU93petwS4?k;jE^_sr${jdPkRFx;pBUnT0U8vbuyjY?L(B5;E@pV*2`a9Pw3dufHq2$5h zBOoo2VmdvboT=h8b zSrSveoWi(Kmo`_T+9DfbX^Hs5&ESMnY+|&IV@L0ptbumSc*4AuM~>Y-L!_-j8_sHe z6lXXp%XNVDn9Bg?eVBVaPFDQ_STIo4tP-WsSPQ?;y!8|^Ijvxvss}6km=6U0dozAY z>t6DenN~@sQizc*yGa~&=j*mOR!f{WPo5P){f>}nu0K&lQQ8KFnEWcJA}egg!+qgg zUg$;wXR`iI{$>LJxEP~t&|O{)h`mdg&|*fS%~66QxIq3wKu)hwlu{HdDHRdcM4f1} zUa;;wQ7jv%ihAB&N!H{`-M<@l>_jO-*x>1|6xgLqb|nijRKhd)y}zQIRXZ!GOCDD- z+K}Jdun_}rbJb1y!XRc@}% zs?=Z>bY>bWxp(N;bA808WVf!7cdqvzV{B*Eip~{6z9me{aXC|wwzuux)1ja`nR0@; zhWUIIu0nX#XJVhxs{iAmw#-=GT|v&bR3_V+xA zpd9In&=1AN*&L?0SeZOdV%nx;1E^1{cU}vQk(dP!p^YV^bL{sx@I$|8)iKZGn5Qmgjbw|QLfb@(CCO=oF9UvXjn(i z0QQhr4(zcx(@jJhxjvIaM``W^{6tI{ioDyqIKs0A!=b>9kNt@B2SnzCR+15pNHZZ1 zai&r;hKM?OXzyEdXK%c@6n8KbxLNQilD`CdVW-E(Nw@x4dLi5h6)Vq&FBS98arFWu z)MaQB8xwev=3#%2*>9K0Gz zFOin>hXOBte>|E+-SJThion2EB7Lg@kP`r&tE4vR`Jm}<7)A&h;MM3X1(4q zjK&=9#*q8DvyNGgJoU|rgCHnh!Jp1UnX9878|ZWsKfyazwrO^d zOz$pD2r5RbTTs?x6a~MFlnW~*rkC~l!G0*@(8rXL3ZMW{&;;1tIubsMW}*!Fd9nF% z5F|YPGv<6SP{W!f?CHKaKQJZuS0be|wze<$1q$&d8U#W7pFpY`bR(r0EoP{?VV6CS z;CCO)hzb=XXhc+Z$#xz=(TgZvSo7lf`-3g8Whlb6IQ}GUYhAMz|o#M;7 z&p;-|8j2|6Wsq$FcJURT2ll9;)A0z5!73lZ^QDn%?6Z{s zU)BXvX|$two*6=bU2vyZfF4?(t@iNk_Z04FI%_nv5X8a=lsW1!^|CXsiiPe5cVrcZ z(d+9Gb~bi>F7FZW-<7?hTH{o70skpGzFaD%6nZtLByu$(jnoc1*esL!4?K(MG)t2I z!&GFJ?KLsClV1cO`^jdd;6nw)KU({&{2Emm>u1U}`$T+$-rol(BwM})r9bb8(s6k~ zwK%V5Yf7rJqiT?(v6s;6^4anR`B{bxK(}wou5;h=#h$2er_-OPf4>g@weHcEM8A0z zJq<&BA3_NDVM?)6DFiQtS^!wJI7||)m3jexPMC&=QSAJ(4z;t?V;Hw zlX0Gp-R&U*O|}tj^8$?D$d=2}IXK2h5N}O_GeFeG%wjW- zO2|axEhyz|B1T-Y5&#?p5BrN5+9u2k8^mF-7x^VlnMh6LQg7Zol8FT{gE+tyzW+AR zOWPtRL81~V<_PWFxxb<{&X!-4G?2*Y`SO6k9QHUZz=gXJGwbBm{CMjjKL*JzORf5O zPinC(bjNYQUF6d?a@?T7gUT6OVTTMHCX04q9@i)- zFX!`esDc^!y3Zf5R-M_nfBX(;gYV}O%6=*@^?9X|tKf{XUW@#Lu_qWCl!p;T0A@cI zP$>9=yn;n!7NQ&RQxz9^(aC1@a#33{kZ_audx7ByfI`7VZqxe&08Og~nc^uA*o61A z`Jqf9%moWv#JdNPSSZI)h*W^Dw;v&Aqvi5$e)sga2Ov%C>c_9AgR$V?6^-D zUD~*_VJDvX2K4F;nv9?Z*hpoqKY1gY*?}~PqKnfsh*MEpil!A%O3Mq{vh$Lkm&pL= zb`j{bLmEKU_b9CrvwZJvVs#?H%esNKY?o5=`qDTL?ci@LqOyUSt8F3`>DaGGxegWc z{k#Eo?5`+Gs?G6l&NQF;gnwWQbu1s7pnoTM`PE;LC<``LZ8dvj&ceH}d*-n?M){%uA|2X+=g7!D zFrG(o*zn=$Z}9io1x91O&bu*nWI5^3K2I%h*46fq=Q|fsUH0?YAUB)TejKpo*JcwH znB_czIefCi(#)guMJ1plR{t0>wgGdRgKxp&1t@I*C14EJ%34ATXR-O@wVq7sGL1oN z5qCU1#3Fk4<#%1N={SZCV4Qd-FU<($Jd@aMI%I={_+cTgQvKf7sEqt zmi~p)$8v+Y;R_<$p+IYYGTdD3#TO1tRl-q|005Tfa`VxG=pa9Mk;E&Ey;ik~*4;mJW1X~d? zO{^%B4iuCYnD>tlQj;5UmjpubS<9Eqgqe_7WOm>FN_$#f_aj+uMsCH;lqjH#L4Oo zQ57bs9*>+k^v(OL)UZUY zk#rjEv5=wKf@6#&s(~MlYzSOmI$k)7WZhoxhbn5bgoHrrU_lq^Zf0j)cMN?BncFmO zkhtt12re3f2&;Zx?jMryG^}nHO+_28CgAqH7_OBw(;S>DK){otFDlvm#Ga!F-_x_1kU;Yx zS+ZcFfffO|B_WFy^r4Z;X_7eX29Sn1sD-Q|`(#io6ohWjZ#BBV1c+K>!XyFD23-Ot zf$H4!hu}CUQ=(ue1~m?D<|5oa-HsA>h_*eS-yrYhrV*x20?S>wZ7RK=kaldMCm?RJ z2=U-xDn=UzNRU6TE&#{cc4cm4X-me42Tb~%wDdKKJ_4y8hNEm-GL+6xMI!SI3I&%L zl04-N6yR47iZ@Pdmu%ih17jT-3{8y@{UXw*{_YO9RU#Plq_wFb`p~NUn-PZ7DCQ+_ z8dw=!tp)*luU`^tP{<;?ki*uH_|Yw$?bj|MOQK_tO9)g` zrQh}AFoy6J6(cntUmnltfU{OBkVcu0dHr1Sx^>am4DRXT56MANmXc@5v-rBBf?%LV z-ku4yKk;PdEt0rhtfTs|m8d4Jp0qd$X;%ma5rNQ%GND;uihwi-4?zawfE7Tyy207P zClnkzB75t|0-mC_C49Lh9(q$R9v@(+WP>rt1cRFAa!@XdG}JN%HD9TH0>0Caj+OUi zI0l@Tp9DsjPXh068N6L)gr_S)TgP6Ce!}*%`D4F)@Nc zN$yY>2w-$V-JBjv#S(Ye?~R7IU1~dfD)K;S9;&>)&5dAXmm!3By zIN%ubmiQYW#2^I8fw8~9#krR-Z@G0LauMO0G6pcK+>Pe&XBA2~hzwpth+u51i%`HZieCRemjq<5Cj2CL=6h|AOk5ZZVSkhr z!VbZ<=i?rw&_gYH;Zj;%KoK|B`jGrJdKWdxFZIKB(YqY&F!RyGoMCO@tRLrkNg_1; zRk~xyfI1%MWXjXeSFUozSQUacYuucW)62DAn3rIvQpHbs6?+Ndbyg=6{Q7ecqfPVO z=3zL&=_5slo9g{3@m&mvB8s;pSa6}aiCpGzKeGpkwIxt&urT-9m=C=N6*nXPK-zQJ z(_WL~U4-3A5-6Uscs477z`IF5qF2UzkI1FQK+$BXPG@R3bJxmyrt)8nN#M!NI7FPv zgsWW{8>t0L`-rm#fsJ>|6+xgie7+>=;+G(CdGwr|wtpXM6{MEv>nnp^>M87=jA0?Q zvoGP+mAFVpne{MGz-N81P+Yt>+U_T!cMpz1pBVwo{-S=vX;UlM3FwM=8i_qe!=Vqz zY_iG#9bQ3}gr=>L(XUp)O#anVHfnBLAG-~!JG9e_^y1*ihO}WtA*EFsSPAA-vL@7_ z(Y#(6wIl9DGyfTF^XD@AI@@+eI5r?NO9q=NL+1FIgK1biV{5z6*Wa9}IS@3Pr7VC= z57EU+vMS9hA_LNfiqdt$S+}njD_YK$0L=3TRz=cc4RCYjp=G@;gBmoY?&Z=7qAz6Y ziZByS*EFzEV$G5#=HT2_D8ONi?0SaxYp*r@+41#LDFIadXX~e845*s^kPlL zl$0GA$jtN&&{JC0Ws}_g{ORYj z(g~Z4QOMj&+}*x{U0mk*mZ>`x#GXMByNHM~u7Y#1Kr*PWeOc5Ub_V7#kxsa`wuGirl*U#)?q_ zecR2)yahYraliyiv^ZA(S2cr`HYGp)xf)5|UQ^hM>+gxq4y@&^rA-effxrXRxYe9* zcl>E6$YED`!xSV$^$HpV%4Jey#>B7$IrRyxd3X!w#+$b67$5!9%%8WzmAhjty%}=f zy{FE%f!dQPd`@My8L6;@QzGoIFPBJe@F5bfg1rzg%*hYOH%27AOSCABqEW-+-;g7N zjV8Ov(Z(ML3fVxpZz(2VSm1wH?2G4huWl}%X4Gvtyvu_lN`0SVi|zuW^X1lQ;BSf7 zS&8tBb(o;zIJ-Zz*wff|G(%=y+@H~S}E3}S=9e`b?!^S{Knng4Qh&Gnee zdB5+}YVuy)b8RbWHG8dR%T?<(TD>)$;Ag)!8&8zNep($L{>rb9mq6syKj8l=6I1@2 z=xyC4gCeKOW!{g%m(pnQUVTpZzPLK|FB+?Lzmk>EMxqs_e~rOl5cYP&(ni*8hXSbV zAvp3TC|age`Bf{8jsli#Ze|3akd*7O+D+*veM z0sgQ>8k*V7U$$@PK$plNxLn}-5I#aD61gU@wb*>J3~MdC1ZdByX&Is5rvFB*I4?mN zDfLm9>pEN;X{sh<^T2lHQ^jZ{okn3Xmc*>&%U4tz<@9{d*umA$Y~mu#OzojzlYBUk z>`KY29Kz5le%wblB@O8a{;0RW{%rtE2_)^L5g?x?z$94JN-4sOI42ZozHMoR!mWxBw6qXnBj+!>smga zME-UrF&e*yks6$?#y^^(6!(~|#Lh#B`2KJ+NRR&JbSw}7Wn5B6UdVU1pur%m{6iy% zi>c(#C3YQZ z1)f+(0(Lwj^`IGmtm$FM@!aOn~f+ zFN%AoId^9DS(&$B9<3ZR+$3(EcM(IZh$EuRex?)(D~CI;#KfYBxQ25%zOzG)mDe1Q z*Ng!>_jW?lfbSS~qWOK2pL5a1cXiSh2Dr$Rx*bYpw)Db!VisWIl>6Q0e;pOl-CZ1O zDmWrQNT5y47+{cEDh&84xn+TLaV2?kvhek} z^6V41f_M0#VuF9`Ben3Ma_W<;=H8QP)`MM(Yx3b8-7DLx7e~?Vzaq}_H9&by_0|Qs z$KBuFZ3%Q8^Vrk11Y~!zk zQ0JD&{s>p44JmeNU;_u}4s*%whYaOwl3&k3gVxP@-Bm~K8^FmN(FyFII z=dJW0w)tiumfnuGNQ_&hY@byn4X*V0Opb8=pB}hz^j#CIq@<`{bRRDk5}1PTRX!$w z8#qrBz~d~tVGU2>=%YG3?ER4+Hvs#T_vT^%UWO^qywCuF|MxX}D&tE$FxSF0ehHII zZ3c_9+%N6=UMl<(Y|p*sCcRaw!BO(oZQ+|+>6$Ig!s64p&GWC37vMc=KpS{_Dc=g>1OB8Z z+H1w!8?2u``GxtHPZM!?>o&Po1|bK6!b2E9RFoBzO2gY!x$mbZ2=`>aAF1q#maJ_2 zXs(q$IaxWWUwLzm&COesX{WpDbbeZnaYfn&-n!_9+U-CumctU)EF!Q}M5g-KQ`2|8 zHOM4CL|}%Nl2#5kSIff}h9lCOG^g<99cm5l`rYmzNO3c2mkXn@BH@9cG3zma9juzk z3gF93CIXn#!J4Rnu;A%NEJuWHAvmT;-S|Y}1y*s7CgG`Hb81ml^P^fYRd*Vm-HE3L z7K4zP{$HoKGXSI%a(;UD1WKG%q{yxTajg?>Bv70g|aCu$Jw8#_NsNnE?BRM+jMnHppq7#xYFt7-+ISkM-v zgB2CHo@)z7aBr^y}$k0YCs;Tjl zyv3y+9{r3Z{bRlY-9_CN>YfKJ1L$`qF--}{#yV_USDL|Xc6*SAuL1{V^BH{#6#vLo zNLxV$Ig>%u`WdXg0Pm6N_^sDUJ|y0X>wDHD!aJ%1LbvG_35ZDbM& z^`PiQq@JBJrrxn&V>sE zCuM)K81X?2;lgkRDiASX95bi7bU%#QF9~5sFs3u#cO9&UM3y|=MCK4 zHlbfjwxw z0!FT;-IAAv18T(g6g-m4b%<~J6F4CqY@HR$%InM_2<5pD!<;3%Of<6L$29=(A%KxA$sbw1AA#+t?!2unh^6iZRicRwM%0Aiv|EEKm0`& z?Kp~vV$fno;CGIw!5yiZl@FzXee2)^0vfy-5}u%**C}}W+X5djLwev7e7m zxkEdYdyE2_h*y8soq3p8G z5)2CTgcacr-OksBT&q<^C2r(gUv-+;`9QAS*)eikZGd#$Aeyk&hPxcIFp`!t50L1? zLj0JZcGowyh0(EN)j%qd&?hBzY;h6=q|Zi<@cbW-+y34q=+u-;Mj}ayJ~vC@qco4$ zbUgM+%NXPf2lN@nd$3ar!Rt^!@;lx)fCqQK;3f$}=v5Wav0p*;rvo-936`W}NLiYb zL+YDAuJQ^;jWQ1n-cwzLT{WZo&_14+;s$fq5D<^$DrqG9QEBX5Z-5Es?MQJ{&R+*L zT!L8_`~f0xvi!;MX%$(#a!locIG(24!8f?(nuonYX={De&F2jh)~YDkmRozT;r4@V zL5{;8MTIO=q*!_#Iucn-hYO{yO079rdKNu5a`KDobRl}8GfhkAYnj#0z`t!aL=MrI zQlW@|96%B`-j(tq$}LC?`dV(u0k~-#bG|p2T^kfwzG-T^{b;;c1i4|;#iit~UuNn% zr$TA>kW?{lBjTO1;k}yRr^kG7-J|+N21c2pcsVf+ldi55`{}Iz|FjVaWvDO2ZUue~ zW4re*E5+ue{aJsw+-5nG@36U0>po#Bm8^lc#!GbnmFBBmnP02?Zg^)tMOs^}q+P{! zKiE5uE6Spl*Ur~fnHooFG3v7D;J+h5si2*6=uvY!uwPK=_cQFC$d1sl0yZi7b_gl| z|Cl6zNwFuqt*>Y0qy^OF%jRAlZXH_#gVue;Lsd>q_kKd3VIJp~fqYOsl) za&U6@q2zCYY-2wWWN&&b|LcKYA%Q3HN6Rk3mP0)8GZtR%-d7~?6PbC8Z;pQK=k=Dv z*DZn1?f-2lBXbv~Y}qH-@rWaP%f-t%{BJ;!n|=wOxsLl^MZbgmPZ6C5y6k=Ac5?2a zugC8&%88$llG41Ryl)-<>ACu!{O!83O78ozC-E&Wb8q`N$OYFR_nkA4_^H?NKlyuw z<#}w!(JjH(J@J!cTxx6!2+82t19ERT-MJ*M_JY{rcAuGW8J55nw0}z$VEh`DjCl{d zL)xv4G5{lL`@Q)nQ9=j~ua*DBl=D26`5|jDY}~-A|B!53JE6r>nE@+$Fv{6F zmq3!_*ECAudH98QHgb=(h_IhP2ypQW$>bEb>PGW$#&K=^f>4QaSpf}4bvrh;ye|=2 zxCU1TlzWc7MEXL zyp=&LO$nxY!9|2d`z6|;7fykgGx5?!1H(G0oB~bLG9j&qglx#~)p2Re!Ucb3=o^$# zw9N)+HJCm11H~I=jJ})_PX%)bL`r04GaQa#W{<`S26!J8pS&o*$)xW~2V6k%mZhH8 zn>e-OKbaQ7>G2gs6?5ZrVxFufyMr2860ozunZe|XvE}YEyCl3>$h6tx{d)bmi^ZXs zfu~hQN9g?5D3&Ihn%7ce!Tlw#@suIktJCu8HXHL!HylZ*S8=5N%l9GIZ&Gu)_rsLU z59ngVOL$r-vAaogT%8IQIRD> zO-nMCe56}V0Ka**I}f>Q9M^k|nPIUSq4JS`KQ@{xy2(*X@JajjCWGvN;ShgJHvi}k zHu3Y}SNbZnlXCckb8MH3{=t+#azSPkYA<4EFa{x_Hq3mru6~sI$Sk~);JfAyo zIWr6V7uFZu9=r3+UYO&13D2OS1b3>PM(z)#!n+_M=)aOM7bOFm`pBF|m*2 z#QL-s0KdgvSd=c-ePc)Z-M7RoKnlz%Vgft-vJMSp46anh*t?E>4GQ-TnPv5UdRpg1 z{}!T7mT}6KQ-p@87GQ!x#urXPEX?Ib(c_xtiG&1K?*R`Rdqim#>?X?P4)@02lPo>%`Du5Z6k0*lr{bgtno9E>DO23R)DpG)Um z#7Eg5D=G630R8|(b7xoMF5)-D_nD_0 zW=p=X5w86mUcRd&=*r@s?H3VThRK4NIbk!kRb#xfQLTCBV5`Qld$n9W%9nleOZ)_@ zJyYnRaW@qDM$Uu0r30&5pIIxu;sOt0zC!ZHmhH=-GB2X@E)u?xU9`7xUB0E=^IP>o^_T1;(fm0`N%*=s!bU2Qaubbg4y)(pXILQ{q)W2yifZMo8Jh2eY@zCk+PzDO@}@c7qW5fFyEvR*_<&uD)H+53^2X>fIyD^n)JaKLvJc87yfr(f~>VRYwOs_TErhzierEWLRhe^m=2I(RhwP$5_ zETe?dsdJF*IuV_gJ#m!D<3pyZHd@*s%9X0~@p%k7A%|&28v!4?jqgVIy;IjNpo|xj zoGeD{06yVhpUti7IBhj;ZfwpQ_=eS%z*yqdc6ZCMqFZ7TdvXqV%*^mu4+GzDTVFJ@ z@I((ImX%C)a_$a$@|5=uFRdJkAjV|r*|mw}fv(-?KSfzgHq&&&wJ*usQneUiPhpb_Y|ysHQxfhKP~}APq}nM;emMBpG;`Ph&&W*1TJ)vTXdQnt-2O( z%o0CcCBO1LW+lJ$6XM5b12=#&h*nsf9Q9CKVjP*_Y$D#-VY&xx3vk~qmDM?yrP`K+ z@7gUWUm!HZ4$BeMe0=|MN?}*YHB8oxpe1grj%Pz4>wKn{-d0>tbUzEc`F``#E?O+k z(qZD=tESc~^;Rig#dE|GBhj?x;k%1I^rrH(vi1cAEoMXqswZ*+CCghH8P9kmv^=vF z-{5y4BS{u#ll_?rNp?=yXC{-P;t zsdBYoC1$ruh@nWheJs+{m#kVc>DP*Wr8N32bOO?F?47&z`5PNspK&?n47}XiAA3iE zx2~6uq-p)c9k*1?jTYy^N&#VT7LL(DR1|=TnWmEZez(08>GK%QR0zEW!X+S+2II6n z5h0@HQKbik(IamIUhhVnxR79~rl$P_7NOQMY?l#z%ogB=;+ZavzetXaKEZpL4orc| zbZ!*MSpzeQq~1Hb6iN+}JleG-J$DR_GAVkZ;qF&ZO-#}TM#Uh!$wzTg( ziOVTHdtxAI#vPlGnO>uy&a{m^WJTEIXj|Lv2);GVb|2@f4re}Wm+LeWYr!y4j?mJs zD>^NaVqnoBGBzqInZkVtEL0UJ>Ajk-$yVU)=?G_8*@k&y>Cn080b)NoDl7E?2KWG| zDpBjxCx+dp@?J&AOFvZ2EWZf9AW-VtrE>Xv)Id!f;=emhGPUE~sJ>oyGvZ#+lcP1O z(wUCm?n-+{F0bq*HwDq2-`q%gcQ+C{&6d7Tmt8G7o(osNZm$S<{kbtY%if#iN_(Kb znwihNGC%aFy0-^+`a>htszZg7;)hwSb$#)wtSX1UZnM?&D`*ojW8+}60i}J~I6$sK zj}7SlWjJ@)wD@vUCJm!kMQ>TZ8C%VK4wum5q~z@byQBCRqPv3KA5C*>!W80c=)1g> z40c127(v^WOzpLe{BfCFdUQq|$!cpGg812Wu7j^BU=)oYR!x zi1H`}nT7*wAB94_Am@dW-2R9DS2OO~(!I`W30>O= z-hLlN0ZRgfTe9A@$gUn(o-t8)7a|_Vg!?RUZd?$41BpKT(yU3621)5@mnXIb8@Y~W zV*NLUV~9e76(11xX+g&z26~cMza`564xoNCo?{4%((Gdh^{yrkpaQ{zJy=vv?}oeK z4B|L_crdZxmnSM*$BqSt5j`tcJwJfM*+^*6W1rDH;2Cb#N|a>{{ka8I-+(=w9!?!^P*fh|yEP&!H>U~1^)YU zut@=!8giN@`h@EjE+1HUf3Q|ryFBJ)3yXPh|6pzL%4_2fOV0H{LyYSyXrt9imJzNx zMU8rcN2?QEf-R%N7^~>wG?{Dqv#fa~cn5@OMA%&u%_Q9P-a>k(&a%>LjWR*#t>Nxs_x8 z@iwU}YZ7Vhc%zA1dfRTX^*l}#etn$0dAWRkZZka@;VS8e-fG-(;|L6qtjDaW)msXz za&!5;N3^;04T->AY1;HX!w95ZV>ncD?xs zKNpHl74+R{m?W3prks1Adjc@B;B=p@JoUij#{7@*rcDMcJlicI>){C9%ALNyx#2uegiP-b~O!)1#(2M=& zT)pSZZfASJ3$b6dzl;9i%;!D)sB|d0mePL@F}|-SzxtM@u@m2v_DCzU5!pITe@*)L zu&mR=1*!X;n0q#S^1D`~>`C1>Js*1~Px>Agt9fNg&FKlA=W96C5=#2UN1yz)Rf8kv zeuwwhHx4*=hq&Z@k<=qL6k-@_(FJV;r9iRQAv;1xK%VE`u0K%6C}sCtDW4wjYHy}C zUG{8hZ!JDQi#M&aFWha9blRub_*+*{Jg*%$a0;g%7UVe~bjo>&(QMVW-Ud{i^7(Si z+fAX{&g;rzgkV+PH-Pe`=yp?8b>~Jf9Iq!(!t02pL>_?qPHx6=dOlp zskcf+H8g6oUCKGloTJlt8!L}1&$RP7C#c5sQu7mA+Gc{b!32L(k}L^Z0`Xj@;)h5wV%gt-(vji!BSO>tajo>KASLy)^=f`zylN z-0Lp7pHjP#n2m=yGw0_S+ST;Ew#If~)Dj`ahlJ$h`XszQyj>=H9Cc*XCM#he}-P`L9f}?Nj=2 zO6%+E=uNTt3f`Vmoi|wu%+%;buOn+1cFaZLm8Pf;wOGSybn5jcCyKD4T@2$TT{gyK zea&CyVEMv@8?~`N4p0ONt#^ZjM}k|zkUQy&F3h~vkY%~`AR{zBJ*Vsa7R0uGS>Yx( z<@J|2m=oJ5`Fzyg*k2G|)!b%{C43KMUvwhzT#H zlgHoR=9dJ=r6=#a^ZiS{MVdMDmF~UoPZK>j$PM?UTYnjvd#zjO{IziLK0+#GsQZUF z@zOOj7bSU-?&q6M%Y450dl#X$S1yU{X~9puF@sFz+%31w3`Hh$5znmW10DcdsoO7Q zGMUS7_zt?&Ear>1KbKi>0I=tx1ALOXIQQ<_1OR$o)LI$arMmZzE8PK&UaVQQ+8_JZ zn|b>UW86Bhx$Fv){`2QNsel7P&NSfW8Y3o>a{LfBo@#2fP&O}buHc~4gO0Niolii zaCLy!=>Le_Hd}qjywpYsMs_>*i{{?x5&c<%cCjOndUub@(C7;Xy5=N#_SruVXiaf) z(&y!p=O4LV1WXZcTg*=kT)nNEbzeSAy;-f&jSnB+Qg$|s51o%&Ogl^uUe7UR*31uH zBUWy`md7t4J2e~n$1g!v-=DD=J6dUQ$0VB}trP=5ZihmjfY^B<}`lH5BM zxzD!$D)hRL9=wdKxDSjT`2I&|42&T49%9;NIKKD~=5qeT11trr*VFmtKj^0CVb2VJ zKi;n;fZ=E2Rk?H=X}yo88;OR|tGyx%?Lnz5{r8Y!H=-6BrLqcjw?txuhJN|d^WY03 zz{l8warv^=dSb(P$yR{ya~&tA{%o}k^z1eBbm3ZnfB|PDZ8@~tEao;B(Qnm{dsF^p z0Y$*zWNmo-x@MwBvqxeWyPJu4J%g{PGa&YRv%0U-ZV##G&VXb8k%9`BaRP3ad`@GF z$ROu$oKu~JT-+hZq^36XBjvyERdX1;xe|kx_|}khTQvxmkMe$W5H0pq^uko!6rs<7x5O|MF@LtmGfAynG1-R8I`XD@uvvpBT_29i8MNDSDie{@nfgE{AX{yn zUyzmGF~}L$lXprx5b1&x2ey9h1@9HL=Td*HBW>P|o$1hH1q^{U_ld+}(M_&$3z_~9 z%im&LB+#9ps=N{-BVyYl(Cbv#qxx2Gq#_DzwA$^^#!?nLQ<=Sweey@8-sBXDWH4^* z$t1D=3w#;&o5 z_U|x+X^@CF7Icmw6G;s2ZOj_*KcSBdMdf(ws~%|jmqOM=>=YgN+sDrCuc1bXq{~=T zEP>(^j-&JQkSR~!pc)+EEztRtgi3>j^kWX8A(P)CK;wI0A6ILoLHI$=XGW4q)AIIRok557#!x zAH<_TPyZa(rcpNOf4^7quET791fIi)pVRRnc$xbxVW6+RMddm;^Sbk1JU|Iz9+nVr zv*8+LBEY;R!3A~ItysQkB0{jI(E4W`@#DpwTOm?OzhJSrKNr`G>kmbVu)I$0^G;QpRru_i`LdQ6l7;r+MQl2HZgAWvsb)x| zJ68c2dt>XxyH?oq$>`JvBEKj+sbhRdlef7NpV92`>%la~QL;ugmI7)(S*DY`Dg)AY z40&ek?Up*rIB4OEg?c>muGK7Cwy&idoOlqOav07O?92HaFjZ=Yi_yaw-gEyPrJ=#c@%d$+6v(n;w6ltO#EnJUmU9pW^REc2bxa3Yi30Cg=8D`As= z&Yu6S@~0D2t5S9bD|o^mLJaOS)*cJ!MJJmVzU~(Wq1I+E%$ndLE6^8So7)`CHMv=U z)hx~Njj?E}w6SxP)V5Txt-u`^KK1|&eFr$ERh|>=E7W3y*eUv<5T6%4At-+8I#oO+RB{+)`nTxdM zhla^hgo17FFt_#>xY}I>TVG%63BK8h2!XoCDUD`n@QKeBfF1d$Ips({i$O!%ciXBM z+&SHT9eK{Asu%1tQc;tA8#_bp89H8$5@iwELTx2a zaUVOQVJ>B9C{@p=y{fccX>TAm(@ADM;1d*05CHk&f}xG>OJ5=JRG`uMhLcVhXLglp zcU$$wY~`b@XO4?+!5tY#{xMLQUwdAwNHhFRIXr!_s0?adF41uqmV0*~*1ql@k3xj0 zF9jdl-Hy2`NUIBGO@vXa4QA~z;qC#a+6-%59-`%?yL6Am>EVGy2;G;e3DQzbqA!&hK+|lW)&C>5RB7oR!2nrKIqhgl4a-34??iuZEM?c!If_XrwPi z3(|53C{=>B98M~Ot|l^p0_jV|2GDRov>X!aOHBi5IYO)^l0XO8h9iS&$r}RXs-l9_ zm#Pudmuf{D^qOr(sxui`M1xo@^wea5yNs$9qyzRjYp@LG0saycPybz4Qs~-R=z8%J zaSpZ0SXFk801tC`Boo!*02$T7W~2uqI`E(HUmZ20mbwWN`cnBFm)7Jq)9?W_t}f4p zdsiDah+TysUSbG+=pFTdo{0wP9|t^3Hzq?W!0Lw0^rceH(SWs5S^iQYK)ZrjmpAmK zR?uqqlh*L(r_yQ{tlNj2>o|ZP7_0W9?LvY1si=U9OD*N{Yi={fr}p2D4ckACI0hMt z!gR9HU2dzdLQe*3Ll*cgRcv<=|G1k zzOAyG78!-d#BOrn;7MSngB6>krPPWXxuDhDMXbkUiu2wHT%r&dX$IEt-hC10y;_bm zDZd0;P%xI3=pAC;FqM{sSL+}zC|-tIygB~|BP}fChwXnEX+FcexcnnW3$^^OeDz=T z2gm{=7=Nt%UKFOLyVEAygugay{g ztRIeKh37WQ-gmIo-LI8E-%x`RFO4L01EPWE%i2uke){D~5*m*m=xxcBu)hOSs~vul zKAG|~K`QCO&9Jihn!I>^1ljz}u&jSm`}vzup_UX0zdE@pO7dK8TK}e++`?1}H$SdB zDNkrYEHSDt(N~m+`d};eioyXu)GB-cFDVv52u)Q2FWAYm=pRWg`A-p4TP7AL`GusifVR|t^7SuY)0WdJM4*}4)ird?EMuSsr-mkrxls9E79+Wc4}+^o*7$)}Pc+)Qny|Fo5_S>bOP;JbtHH+2ePNfCuE zda}zZ@}n|yrfsbfp}?bz4qn04PPAq5lvACU3D)8)hR?^Gs64X)UQ>`@S+cp8a<|nI?$^86})?RP8B_puk@;+C99cH^B4_$1MdOu%LJ*ny-zFr&*FPo?y)G zFm#g#H7e#x*Bt|I_fZ$g(NuW{DNucR=3$&Ja3AR4-c<==w(&83vu?Fb3TV5+2VgtY5(J}(aTvQ_k^%Rz6PShYrpx$Cd*k`AvujIa8HUGO7_!{#l%z|dH zXB3+9-{=Bml{NTMUOrtnWj-BPwRqe{WKiPO49zdTqOCf*U*nLUq}APZbnu+s?&@Vv z)<~*xS-0Z?B+Goa!W5s;vLQZMY}@Z6pL|n(KOBE>3!f2ikdnmleuaS(sHaD&l@0dL zH@^1``lo~~9pL+YbzzwHd=cxWLVd8(Wqa~=Y1}b(1CIoi)+xY|Y*?#T!`}`TKsien zAmce5{W_4?3Y%kK(Ff_qJY{T{)R_#GPf;j$~j3 zM=@v+SR(Auin&+WK`GD;!BUa$pJrg~4;xqo+r}KC1s);G2mL*;T8x63r7M0UdHiBY zoWl&e#8RQg7A^Axxb*BAKuN*OvcwN*8eRqZP@*2f%;K%*aBXE^J=ODfr%}0mQu~^u zZA&}P8(MvAz|1-aaKKVDqTh}znnwND0P7l>dWJPYp&vh{ z32MM$W7_H38n~L?W5o7q#7zk6tG4V|0ifYZ)~md1v^w4NyKW3c0@fyh9O|> z2wOjfM3GRCK*Xw2p$9I#GSn@s3P`>l1{a>RmyryQCGIs>di*-=s2=1 z1WoTP6YN8DTxFw4G)=)#_EHd1ulp+iQQY%+~o*)u|i)9!gOQxitIS-sw7OW6fs=F5q_F!O9@7`#^GI z(|vU$b=D-kW>P#mN0q1Je0T0u+GED$`JI`?HrewtfFZRx!)3bd zv-VLtv#Gv5<$zbz<&gF1^k>H7ZY+@o@ZFBzEY?XLn~BdD`aTlo;!Pdh&spITsa73{ z{o5PWue-(yEwfl9-G>FHpSt^ZCcDy+A}6yi+u>A}w9T*7t4*boO`eCX6DLQzm|CAL=j-Vcx^}C%EVrJ8ZYLO8c9V_F$pccY-D7F_?Y2s6u`QO}{ANTlZ2Jdb|p zKm?mp*33WTwH_bGXK8%ya(`mTL|-3*D!+1waQuC)#a+^io%aRzYP@M=ZVF`#}_V zS5)Sra^U?xZ_^elKhFtnw|GpxCsA^}Udy%kehbsDSZdZeTnAe!R#(w{FC!Bey=~r8 zj0*?7xjs)!YJ6@>IHmuT=sZuRRbILby}aj0CuYpOo^$X$Kf@q%J1llH{AkxeT6<(Z zV>ViAUY}Pjq|{QZ1N<`ob~)UX)Ue;-oOCHRgrrOQdfgge#Qi+r0F+f;?7q07OI4+= z_aEi+=JU9zV5Np?O_2L^#rtRFqt|oqKb=DQyjfs;|0@Z~qg@Ncdvw8kjE;y@O2)i$ zEiit#(d#f?W?E2PFmK%(DE;GmH-S-_CnRWGm^ig@oz8UA;iOCQ?A(<&MYr?0Sah=W z_|6H)eP{fTRV&kOx!oc%v;TofnssC2w?8uB*JCXMMW(*?IV&>L?Y>4@$(o!$H+pPU zqyBKhRZ0h81)pr~`z?2($7gmfa+5;7{MFWr%hvQ1){UNO9e~3pL(XA4D5pnP^)WY| zNOLP!M#)jLa>_#Wa8gaN2J+(=n0VmmTZ?v`rc3u9nw@xHYu?jB(d-GZsMj=-J$J|5 z@r~X@O}z&2ZqVbb^9tpiPe5O zA^i_;@GM+&4lbX%G0ni>k>vgbLnu{>wZ34f#M zxyyvluY3sQW0xc?=P8Yk)^AYy(raTo*YW7xZJQD0V}ul;*28Qo=_Wm*+iGp(A20ib zD_8xSQ7^02)yoad8c5tAuJmPBXj<&2?gbM->^$0ka&|pz_iZPyYTO-`RX z%>NllI&P`XXXQc8*Eac@pftRes2x?6#(y_A3>?|_XX{_b-Yx*e89I)BIU7BM{B+m+ zN8w(02@Sa4u##*+Od8btZkoy9OK-3EkK*n2WM=#Q-u4e*a$^NXD~I%PV+IFwn6k@E zH$!^%f1w$;>Jw*zLUeyBPi{Jo=2mv&mo zF2;i|n3?XBP)~eX>(3>lo2lMI8qdM(n%XX0jOmV}Bdv{}witF=i6Jk1&+kI;8J*|I zlyCxTZSOCSm7cfcl<){vebyaqw;9q4J8x)4{3MQ_VKzJ6wyOZPDPuD1@G!!wx+JxyX`N5~E*haaI$I77&DCRrWT2t4!I{P^Kl2KEQN-0s8q z6O2{C2+PYpIlYUYgS3(9POkvK#CNI(d*%cCoW*(BtVDU&;qsLkLvQQ8dbK#x%k=%2 zykwJXi3j)(`#x;g`JGok0c>2DOByKtKy2&fpV$13Ct&fc$Ni~2VVok^ypsb%O7RO!}d*zwKwGZu@LKw?-JF9}FZ$ z`MoU*(aDs-;I-Wzp4(isbUjli;EhE+W7Y0BPFVT*a3x~APi+--&N zxetm*VU+%SX7g2dzR{4-^OvVNTjo%P##A0(jtZ>4DZ#mCe8*(5ezT`Aep$2T=7H|2AT>(cDr z4lt3shYgt@zVujc>5lnCCJXSwtMY7zX5W^XhQ-Z{GfY>QEOdU+mu4q7|9faO*F zQ~PTc1ONRx$u8NN2%Yal4;A&A(_05%KX*=BMND=*=Nnf4W2(*WFdi`ZxikEa#B^7N zkn1$=G?V%t(}Ne=cIVAv7(nO4GodrR7AD?SV=v_jOVyN%8 zObfc(_R~uYA=8>)mmCvm-nX*C1qga|w@Yk0o#sZu1q-$6_2vgcblq4A<{u?~84ed0 zC*4R2r^8y`x04}qU*0yt1$MpfmpW$L%_b2gv(I{)+>K8C^Cxg2x?QI)8!g{&11qp0 z-^Xt-I~p7(HE^MVc5O$~|Ik}xJT~M{pZTh|PsZIgb{J6Kzp)&W#2jhF4-)om?6!Aag~!m5hdQruPOJ91qu1oKLo2a3WL4xEPn8W|JzlfK1;4%)EnA#L;BC_qPxS5=#=QWo92(3F3 zY6SI%;ef|JM3h>;FW?_BpS_I#*uD1j9`8O}dDR=hrMhe!(}p@DBHYf0g9D_IZ@3jp zjE>A{OJcB(CeIvmP8sUmY;W$l6pRdCU=6!=_bzm^?$&jTZKkqP zF;Q+n7<8R}a-wwA-Ev4rhOz_zag@~SeJ&29Xc(TG*uq{(IZrLT;P0f8XBXge(3m-F zui19I9@BOJJ5@+HI-vo>-HNu#*5ekH9?hB{^BrPJ`jN<=O~=s!KVQIdJx47>Xee1( z^KmnHY@?~%0M1nsefbYeADPeT^d3?62c>FX4-u2YNDQ& z*D&{>v4Q%!y*gjnN2nZK+uGkTM zdKfDF*#B3dM0g@TVP*&d@Z4pVxYrosR1fT26(izQJfbCoaHAY(9WdD3Z!j&pC9x+7 zerB)1+A`@nFp2O{JR#-}HGbv~s)F|)9mFYKcFb!nKpR1gd$`}x6w3ox^$6UA6!vBW z{LGM**&*i3BZxBj=a_|SVsN=SmtjnYyzFw^>QDV1`}9kH0E~lxHvG*YD&o$snvqwL zPgN$BTo4dtN^y0Ebd*9cl)%3$fey^tf>+Ngw`?7@Xm)__o55=@5_A_H8%I)#`a zT|u?sO~Xy$LQwI4g_lOaXjcZ0KYfDbBvI^sFD4`YQ4eY#2r%&_4m4kW{xydi{tPcI z$m|n(bwn-Ps0tTN1n|#;DTLB%Fti)^s~&Fpv&ZcBrTl{qT5l3=ng@_v?WrGYdl9mO zpVcwUAQ9n}KzhiRitl8>UyFNxdC?2k(ugwmE+q`|1^Jo7oI}j# z2OM`FQvJ=}DG9?(gP>=E8!s{}Z{dkDDFe;lU8jR`2{TRqcj_+$P71FYR7VQ|TFAkE zms*F9IMrW41Uv_uTzd{x$PsR~s^%MqIOTbdgmt*^Who9)cvksd0~od;gGEA^x#Ao2 z!iWzqe{=L_*g`CzZyl&P*!?a^h(ZqWtDvXWxHG?71tDfHQo>A7%tDWb-HelLD-UBu z6iydO1x4rN^*&4@t3?xg3ld=Rg)nj&F?ttdFf5RV(k!N?ehh>#w-?LW=XB;zGyL2ZC=l zSBb&Ei?TQ#+fgV;U2dPMo{QrhJ#HWCJEgGLHuv{c4H_{#&%4L^iygU`9(T?Vj$Zc; zkMohd9FNh*`hK`5_)hnCb(WK-(@?1|H=P7alTXrqXJYQ{QQhQRgfSB$@P)$(AS8$$ zL0af?GB)$;*QE-o(jAY7r6Z=h?wYq)sb%h^`tucx-ra1Dl+EtFyyCDF0bn?hxI`0T z6LrvI@jisf;V_KNdphp|B#hGoAa9<01>a`1Ovk5rY9(lnlW@V{NR`|gi*naJ`jZ3n zIJ>)8@-}hzNGT0TAy?skB}2aqwd-%jpO`=xI?j4N-%UN!UJd&szH#rBw6Pkxi@onx z6UMiqzRWDd&dh16Wr0s|DDVUgT~K4FoT#ZRD@ z_4uy*Iy$Pf$;lZpPhrr9U@0b&fs_Zo|B`WCifQkubpE|HmTj(x*UYk4{QY+|YzW*} zYGenGl>CS~1=|FuJ5tg^hbf}4o?L=$QBhRmh^5_|Z5h(A|H17Ctv>^mYTne8!^YH< zZNbzOP#$47alD(cFEksE_=CFX_lp4o#1ghvblgEY;y!Xe3fy`*_tD*G6#QAC5?BAa0(Cy-S$f9m5OZ4&FfBsV1#NA3LP@H zzf>SCnvU08d)fu!OM~hzxq~v??_94$*Vw-OH1YR{&f5))KQ85gD+Y6C1;}0!>y*jd zkrx@phd8|$QJQ0Piq#;^?-Rur&5;Ws5x%=D?5mdi>f?98r5GEyY@JhXjozU5?5(1n z>1Gd71AjE3&Eaj6vS>=7JW)TnKEemmBr2F~zSdm)#5L%?wgmsAFQIm5BI25`BBt)n zZ|M=bJ%dONP9aF?wdXlB5`h4=sL{ZA(lgN$wtkRBL>mgv4HVrFC%Nw(Bs+$GVDg1cr?hvFXRR1_>a~&Ya>+ z>dVDclvUNIKkQc1kz)u&KW;4|M>dfLok60LOPKeVt3r~(hIrGB)6EaWdoCToz)2fy z&xb@`7=-i*+!v0JCsg^xP<5+%a4JOu-4O8&M#8qJhu3Vg|1g9Nm{LfXTv=dk0#c#a zrzaX6o+UQ63AuqXw-IJq6!J`m$uOPl3092d9EW6>?uC)jd2lj9`zxAMj!z$Jujh_O z+c&Pe!;}W`!BHY(&lG8IY06KAh*K?9*80uQK~^N!P+X9b>-laa$*=1UI8S#zbV$B#9n&D`vu4`Nu+Fv4rF32>wE_)%ag*7e##4x7*3cG8Ys&Vu`p2BHZjGdA2BfZ#(d@wFEER~2+mc2b?_YF8)A$nst zEN_op#cWa#U#nXlGPJp^VV7yNQp9q)HcbM~2^;SnLCaVky~x1L9@Mt(mDn?|CMjMM z=u3BUPS8GG@I)a*QqL4Shbw0cTnOUb{U^D>4*R!8B!RJT=bkPM!+fR@>Sg{wyaVWK z>cr&Q0!j6)SS2ixC!`T>6|ETfjOZ@mSes=wm*W+TtS?NdyN^>+?jbXXiY?=LWM@V! zzFto-zY%fAzjZu@VXoQflXvC#AvlNnxU!M%v!tW+zBWi9frP%nSqmJ@$60qoGVScL zZr~4CiPpYCr=)PZn!|VSobnij5A#Tgmyn`Wi0guWeXmYtjDbzqTZ2Ujhl6w>3<^=A zgt(2NW09&j$I_1gGcL_#{YGSnI^jM8gZW50{fC1^>%SAkYV$kf$H%mehcyTrsf*3F z)iTSYyPBr+U|kkTx6(1NdC)~C+ytsAP>P@Q7WMooK}2o>o&KNEd1VO+{l>dN8LlJ` zIan*qGWYQ^eCFVp7CSQ?6#C}=M>7>2yy+B zu(VMH;(JyBDs+oN=5#TlTlu>;wXjH$Wj9k9d&EFdLZNaPpC2qL3-*W!6yDnNDKb?n zNWW-OO-c+}Z-(y#ON{MQ<%IhH%#L_8Xo36$>dL!(7n9s?anewetK)0aEPFRXX!Um} z4AUD36(+KH6SIv8Vy7fAOr)?r6~dDt8!WMX^9nMfG8%e|<7xj0Wqr3}6AHIG`HV?l z?S8yYvxr(*Y{}aV*dp#LL^r&PoiL_Gq$A?whnp|*A5pCtpAiMy+j$3G8Onjg-}%SV z?0=B6l4I_{uz&vg9$9kWfSTVUA zGCnXEdq_7PL}f$pW=IH{$8G&N3+W4KBCDn%Fv#@PoyMa+;rIi3NTgoGHC zgaS&sBfjf+s_jVA->#A@R(&=BefpKQ76vi92ZzH=5)}c2(pV-F1-njpbcBVYLh+0b zQ$Te0DAenTM3qkRhdL#@6tNvoLON&*btMU18fjgc0?0)aBoL!~{u-bc6b`OZW)3p? zOG!plLmKR2>J3%*)juF`mZV?O0+7VKRO}=B-@OS|eBV$j-);6+R#a`z2YL2aa&6DH z4*wtHIb266u}0&Is@6$l^~v`*JsyX-=1hmxzAd(giwZrn`FpU*%A@}MW@uT-?@f2e z<`7$3CU~*>Q)Tu*Xx76;?2&l?rK7UikEXi#jJ5J+#NdKYiF?70SDo$7;lgqGwNsVn zixHxKUfv?nS#gEG(S2nr5(625_iX2Nf%GF$Cc?AqZt2)*_be-tHiUb#rX8s$+6+6m zt=`T)M>ya-bq8@3IXb{^pmdQ8ni@cAHNzE+monWumHMHoW~wzTH&v62H3e(}ojUM` zsOgCn$Y?JHN)=ys5)p14E=w#_5xnj(QVZRBog0Xz0S?$UfV z*pq&1rt40l&ZTOK8n0sKQfaK2n_=ra13|rQogh{E7Eo$~HfqE_8ir$k(!we;?Yd2< zX-tVvONw9FTi%xx=9jA|4vr1#)Mip&5RSCPAm=%h#ixdGY!H+U=BPQ)YV3-ayV`{0 zob;1w-izbY;MSw5uPC$ji82cT&Q`n^bEG$R8LU55R9Z924IT%NFze{sEpMqD)n>9e z@^*4(Bgs>O#0!6a(UzA!z4H^GLwb-rSdp9&{4VC(S zeTS)Wp7!t7u;5bjJnQS$I1|x6%jEq5P3dV@qw0>Q(oyVWqw4mj>h`Tgo*&jegZoLB zoDggx!=pv6DkTro!ho$6_uiRf=@3owf;4n6XXxn>2MPY{BBLmPlv@_^4Q3O6H7KAD zuYpZ#{+25W^0I)xCR(?Ung|@SAoET7!kQKqscXQ7bOeTxP@T+(YW!KrOJF>@L4I8G@J{F6Cy4*$9kE-ZD6md5BBq-d>J1^rXqA(sqmgX znbK>`9ho6U`_26t5Wy3C8vKV!es#Z7f!}A?^EM#{V!z1l*oq;dO@cc=$YoJIHH zR&7I^t8c|=QBF>rMtd;AvqQnSoa+4`8JIMP|8Q%Kc1~mFsQg-op>%SLbhfA#R1;aV z`;TG2B;j_!$uAtJ<{}fHe4UxE?uv+4>CBg9tT{r-f)k$7n7x8xk8` zriu%ug>HUOxfou%g7rCB^pqObvd|^d!Gh5}*FLmxY2NDdtMHDRz@(U5;jSfAsJ?qD zWMj48Pfs-?cG(~uWTTUdb)0+BAyx#^e+sRVoQp#_VrjCR(&5>oggLl%EyfZ~V(S#RuvYNb;7(kAX2MGp9wHj1&0^p;_#QB;G9~Jca z$u1?*xlyrB7+ zAxJYSf4!0@!vTMUoQsSK6oBl$k15h)ar?Aoj|NMoT3FJ4WPCg5UxKWV+hK_04NFQj zKjOOP$=bA@vZ9@Rtt#=h`tkd{Gv^v+bw{+vlf#Stmy5iaB1A|O%9BuEI zj3;lR1?%rQ+a1(eXM%*Fw`=ZBskTq~frsdP?7%S|^-r`N>e8#cKcWzt>9WRbnX#S9 z{OnCwR`;<$MtS>OR}bMX5z;iAw}n6Nct9J(nqX$`Qd7%9-5+O+$CevYHFl~6& zL0HGU(?Q-L=T?IyV+e7`mR#gD+!#~BqDgO`; z7Og@OT??{TTz?EOZZzG9CX`~)7DPBUdIa5N>26O-RFUu`_>)jWgE1E_dJpXqn8jNn zJnNdy(wB{_GI|UgNp|7bO}lbo30-)7PO5~?8SE#J{T|v2H=vQcIV_U@9wfnnDQZ!t zy^bOuYb1DLA9>K>SXYwg*uD-}H#-*JQqPm^b<*O5Hc6lpC%M^X)KAS_t6d%pJrc3Vw`C?|0_==tW(wp(v+{^C`ooGrJq23tjkj4^c8dkEeN_skS zxbHDtPE&+(4qRt}y&XNs63eCLb75FB^DJ~ z-5bu5D@oQ-l*wjh4al2!3~ukalZVVuAMb)au|L8cCD`Z^eFK z)SLlh0$qEELWu>XD(UDy@net586a`R?IsM{C12NnV&K*ed?;;TM~&AjL?T;wS4jz_ zWJI}84S0Cr)M&5BR3PfG(@&d!Dft>Fn-!~cP_>b5fwqkp*&(l1eu9y0>Q~BEFu&W! zscCUcx z^tE7Hdm20Bo3SUk4?p2;{D&$RQdjd>C&e@{pFUx9h=`{f{)-s3Q9_hQ)e4^tBeuS4WX~2ZJ6RZm3n>ncMKaq<`@I)S>x7C!E& zh#cSF#+52WzcuEskSZ?stM}-Clk-A!e(EmJ78!RqFE6^@EI=*lIcKJnj92?IW_Tnf z;5AVzW{XZ{+q6tHI0i5+RoeQkL$#m*=PS{QOeiPL4?66FpZlUK2w>K=l$*QLxS^X{ zbpb_Q$c4~D3gx2HM6zCKZwc%>iKu=2o8K?RMcyvhcTx_;L^lmsz!+yGNpbs&IfCl% zSt_S-ernL+G_L3r-*$H*g;)KE>{X!BQ5N*W+zu_t%T>gF84a?H(h$HW&0r_V6gH~9 zLRmJ@JPy3B8W2v847M@4%Tpmiealu+ZAX}Nm9Hzx? z04cI%EwLuh!SU~lEwH}fnfn1pQCkq_ddxWP$9yvj4x2I3!F>}~T6SDj?isiE7pKax<$C8h zP8rP=|7{mIeg-$22O`IKcHn|a}xQE-v0VBduwf`uvL3W&)Oe6>EW^}{SgbuLE*l{p0&EdH-l4Ns zw+CN0;hTG(9l$Au=rtvDFIW1UdrKTcoC0Kz1Fz`-3=lGy+QjC z5Q|#r=3T*Dy}YASAk!m>77@u71<9?oH|jNV(g>1U%TOIK1XZ6yl@9HrL>)Dc^Xqh9 z?5d+br*pSVKMf{cwyzu>W?U=NL(?fORW@M`uNi!P__V8DbuL%ZwmND@A#xjk*q*`L zVWH01JREU>EI~gB1_JDtV>w!!XpcI&*)hU;H(A&oHBCC~3^( zE%4&VpY{x-5gi8z^)(wUNH%Eu1pFAWd-Paz>>#T5M; zZKB5LHCmJsES>X>hF=NvLSUqn1e1)~b#@qx0j{?Elh0hMP!q*(aYa10+gpBtmfyq- zW=~2U0|ZICOAlWsfn495En1E_aD&}T2|OD~&yIB(IrNB^@4$TpCPy&IT@kA{d_Iw1 zs9&5Q)DQsogl=)zCnq2g#9U|>&5Rt(?C8%tfXt;g)Zdbil`9&K0SVP3(%_rEKRSW* zw_x-m!1W&GRUr`DCuOKXC?PT;w9TU5h$PuVC$o$+9I_-;?6*Jkdp@A2Xy_>*bECwnF;6S~=r^5KLsaxOGk4xsTDB;xA7juVl~;;DuAnZshdmmjsxh zhBC#@;xyK|99>!r3D0(I=Yli_8WFJS&T^RUNkrI?zQCqC3TYI>#0<%HemuglfhsNt z^h}#ruIOU#)LkbDPfmE*Mx-xlm+@53Tg$w$GM(g%@#vCloS?xM)_TzML}{Hxk5c+` z2Mp+gf=rS~kI!z32w9T-%&}8u1Nzp)o+o~zLwyAu2_qV5Bbw2FngOyTg(1F%qwA<; zk?FJKyJ#Uc5uubu(&vM(9*PyOE}k{w#0%nlzpb|Mri}ZJdLgrVfqoPWs%i9t|I!bl z+qQ-bx73YqB?PxSuOJ^|==`3f<3)xVBxz(Lo&3rZPmhZV_Mjv(xc(6y@Fq5R79ZeF zNv41CBR1gOMm|pKOr^(gPN2u|{*4@}^YvUB+z+Y6;2o*#9`h2E3)( zs-q3kaF@` z9-+MEptnY^LGbhTeY|}b^)_tsCZF|cnRzpq{JI;WAg|uosjpe#KU06E4(zvV;|4d)agSYb!Y;m7;s#5Cp0oL!opHjXegIglc zs>eT!;$w&iN@t>PK+QowJ&(KTai{ajW^Ev?gM43{;MwYK-k0nxM?sus?-w~)8f54& z6Wxxz$sGc!bCOiSp$$8)e}O!t1bavcJymj;M8UpMR024%k>0EyzWxO#c*}$%_M!ka z1|n=T76ehX6m=%<4HlX0kZeVCmZ1(MmqH%Gf#irKsmO5Ush_tUGXApD=9;)pKTIZ? z;5bT-g&oejaSNc8SN$sok~Ny0^?&DBU9o;AS-)F)g%l&L}6Z9U!<}Mf(ib=#~nRfTCb7Had-~ z;5L>;cp^k{bj%z4a#x@yB@4;2|F{?O7LhY~xF%nRfhTwjOV_vGw}tX`VCxb(6%JY2 zGdVkg#6a4ldOCv`J)&ijlGsoZ8cUOJF5q@W0W65#v~r81KZ9T$WxW>V4bN{ekSLp1 zLeWl2wD8N=C6elEshBth<6z;1f@iC)OuM=WU*XVxFt7*(qzOFK@MdiCz*2*UMv^LC z8^vGdU=0+-j44{^45tjq(jGZIzP=nR8dc*PTak@1>DZJc#G$(ckus6VlToCs^IK#& zFilvILR417AXp`=_owmw7NeXA{Ow5o<8TTyawI*DUBHoyC73mme{VO@S(ggq#LUuB zalDcyIPzk@>~_Ipx(PfcP&w_QTui~EwL$r_TY`>#C;|q>zX-Nz&M$Ed?h=enImZu#>xjc0hp3A@m7e*laR3sG91tzoDW`&anrJj}J z-tPqO>7HUo5dNL*3t5i-lPC1%Dkp&;HZkQ=28^q`VB_aGq&EldE~YJt6oKPqlgt-$ zBPbrdgV`kH?_n_4Fw7KhfTyv2iQt!H%u8qrojf5#@h&*rOSY0qU|NobEeYi5HA)qS zpz}C*^K(vFPhCX)&3lNznBqVlo=Iry#DG`P<@S`XUA^SR`yJhhE6W?<9PbTv8p!B0 z3~ygT=CWcH1w2PW(y9?0hrLN2jjM2~&W(tbCJTDTebBAMCjn^4J`H^#*_jYQ zz_jRkP5N3^T=PR4^c_KVpj%VHR9Dde8$&+8eX)B#<3Bn1oFOHSFl>THqn)YAWk$%D z*QvNT%#fUktOQL-%h1!3Qq2nDGsCT=&}O?9CYVK*z&)I~Ek+{DgbMTZq)bSW6e{4OHFs9;Pn>|iq zS*5C)y??Ji%%M0>G7eJ_tY}1}3>gPy#}!$5&n?v)ye7Wqmg)#mC5Ac^u)^GAXL0r4 z&^J%I98HT9Ckh9bTs?aJ%KH(sWAlNOeY48vVN@cR-;6uI%22QgRzn$I$PNUS@whNY z`- z-a84&P4NdI!`&k>o{e%GFVr#daHq^J62KcA8RkYLVc3*wGL4}b(-JKH3I{2}w3+;= z5+9x<)SQ#-C+2TpR9GejrOWmWn_-x?9xNOMZ)# zUMG^*Nou%MG|?_&;V@2-fE11LV6JYMm9muBoIQQ*$l*&%U$$&NP zP0MUi#nq^| zn#4jxRtdw~Wd&~!dgSe>Ra!P1&?zDs7*$xo*`;NF9GX!yxzv)logs}vBeUg(5WEJw z)VwTARdzmNnQR)d4V=UQb_4#2m}wm&Bx{+cf}>|g*u=jc1KJ(4-h7k!)xRn)ecny8 zrwY%!iHMrxh^Qit#h0T9HgtwedxtgyJC+>u88i$}1Sg6HkuyR%d};#Mq9CG~6Dw{Ops*$YKw5c5WA5oXx_fi(3l(8-jk zgyVub93n2w0MjT$Tv|B@5tqgmFp5n$rp%|9rnWTM@+eYZOSS7rK`KaNnIe#zzIvz! z71RW-?WIfBrldCtW`>7}x| z?nJibn+<+!$sfk~rl?BFq*Qch+h|_zGN8FAgO~S3X4m)e z`pumb+tM*%Dm^~js0>tz{ao6Z{tIaq7jBb#>InA)-qd}E1=8`n7?Ccc(JVP$ZfTCe z%!VYGM2?4QO792@xaH`g$Hp8A^4aN>_56*UPH@QxLUzOImYNKfQ9wWqqRLv{7=uRf z!U;6MF6DU|E|12X0 zw{4E!MsYh=At>`8l9FZ!BCb=xamd=k5Bem|IjPzs-d z9G1SB;qp|Tfyq1r6H(bn%4v@%Hxoxl6XJ{bXAEHSD+9qgi8tH2EMNU&16YZE*rB5l z7g1r|nC1{Mpr))Z=SaTfJeJVwQWWu0M3G?y(HJ|z_)}6c6Nw0~i-;gXb(12(vm(M+ zXr&DZjD&WJ;7~?i6Ol^X4nfCB9fAU8OO_7wXB-=1XgA&|%7|Pa1(ufN*CZ*bG$)L+ zx*Fn13&$9hrVCi8W(uam8DLLy=($_^Ll2t+i!~oU-o!ceW>C;!3du}nk2!)=+!UW# z&J(n3rOnHjjf2}6&ayO_w695ah!O4tuKYxpj7H0e_(L&^C!5@OZfskoWkPQ}m4}2A zI>IZ5J~uh#;F5Z@yaO#Kc8h^qG>T#!BhZ@&iJfA}T)$tXvkn^-WRpB{guIDHy-|)E zF6VHz2AqL#wgn8R;owcBQ9u*Ho%VO{w~r zsVPtGo|=MCW60+TH6@c!Q*sq*O6DU`Q!=CiRIzV%k`trsTS-DVe>k zrabjOpr%Ykkl*uXEZjpiB||&k52>cOyRD`y|NGPwkK^H2bfKNHp5zN?AT@;Vui1g-R3rY>~!rl}uOet!90;pYqbB=|Y__=jZU^ZtQsoH+NW z56`(5eZsjvPMrIRPdN8K6X$;76VBa*b5DO~Z*cC5YybH<_q;vi+#jd2p1b}D&w5sV za@Op9~ea@KR#Kgn6o+Cg;Ivt*}dJ)1iB z{H$l{U|Ac9h?-bLc<6Ucx3iv_#97ZUPR&6_J$+Obe$utkNl#YQkZ@2c3l{kWBmGB22RMz)D?*Q+fCuht1pLdRh$4r`IJ9CDjB@P0Or-Ax+ z!M>58Loo9v#+t?@LU^UwEdr}1>}w8@P)XR^)L$^(T>&_>i$8gA%YeMwY5akA$l%z; zQ3b-y$FilMGNb5^l`TRQ@ba8?!Yb{A)u=>Txv&@@e^V`k4n`ul_VYt9WQUPo9jK<5 zGOLu5+foG?ih|9w<~F%w0N`*{MWPUP$VU=~&l|zu4s}NIIhRWnaQe8+D5s8I1aBG_ zywSSwQ(Of-rX^yNRM*I2KdkkBv&l^{gHd4IKwX3zAP4zmDoaW;Hya#esbgBTfCln7 zKD~1FLAcEMGmHHwTO@I5F4F6d+vYn%l&c?f`2A5Yf!G4DyjD^7c;o|31M@>74v*9R!k*@(Lv5*;!x4R(rBp|;byx!rtRckEB}wt zpyq(g7;bg0XBtO;7mH#>2S*g(!uXQv*5HA@x!LCfM{-4DKlnCLR(YN&`aVrC1T#_> z&^vBN^ zclZ7UbiejPm&ahSrN`jLdb1=?V1?;R)bfcxUSd2)}GzLbw!8zJ+4LdT0ffgpS zS|ro^$tJm602|}!x>LeDjZT;xv!xg_UZyFtOcsB|v~tlXoe$l7!=BCG{Eu?}Fm2H! z#`Cw2oxkeP&3|fl=i^??$AJ7kd)A*j6c+P50fkW>BXiQe9N)AC>w=rM^+AHY)Y;Bfi;VYZ81D zM6hT`7y0A@_!Z#GazippnPeIbE7qMhu}^nOLwmbFIY)MTH1Q00pB$sHN0BYqs2oGi z-UV6b_3zg=Rh!OabA2fEOx-DdnAb9NF$7h>SyU0+05H*ZEEo~F zbxx!eD7>T5x#X`B6(Ji~gabdwCQ`Rqm6a-tMJ zKBo(8F#A{Rmh@Cq0?LqMV2P@Y8LEQ=np#fqhg7M0P+|*PoA|D>d?)sN2zmj7)-GSr zM?ZXJr=yo#$$Mb8a_dTtY}hekps<6C_rTaz1~-Q)8|7gYs)mfD#^bSvSD9U~7w>{= zco%%FCvvS7pdyMd2gtTbtq1f*>v(_!T9y3XDTLxc?peYOtozkMNB7e0S1fdbH3yNe zJpkZ+&OPQZ?3! z8OdHlSR;Vs5l0nLprl~?_``v@(5WvXYcFmC+ofBM0Z1uyVL!32LsJT#O?IEv?qrI~ zf~EoMYyvDG?Qa8*jzfD{yp=2@{9b}Apz4C~qa2@vAJOMux)8w)F!6fp^o5RI{;P$C z6Qt>(bH7Z+vIerp3)2BtBfllxpxofLqmU1b);%t}HcehZnieCpfVAxeUzmBtLgWza zz4rb*g?{cg>UvkU>%e^7>Jq-5H;Jh#ZKJd$y{VCNymh8a1=U_()vV% zB8X5#J!q$ALP=Xf5jOjIxtL)>IoKwtBSJ|j84*f~VhD60luRX|2$cb$WNvQGpI)q* zZHT3+SxuW=K`D|cMcDfU-7}#(smLy*l0T8s3KFTLluVGy!7-`CuSE<|y!gY>N@`cM zl8R|Xbf*=;w1Osc;zrZp9neY!&{JyLZqf?OQ)ILPtuSQQ|0;#c2+sKm9U}z4`8vg$ z3?9YzhH@|ke}~~alh9!tKGP)86_in)GJsNe3;?y~4E6mJk%%+e^EXOl#C1823Y5o! zBs*v$J7p^w+;$Y%<|((FR3cdOWgqrD<<=vw)ZyqqGB?Hx!zAp4)bvk^qWZWd^DNFa z?9SU|tfWghL66{e$Da z7a~Kt;sl0y$IY$}w7+*f=nGy4pj~5BHdQ+8T)nN2{l;TO2J4R#eq{bJ-KpG^kY|IWex)-N$6v3ZH zan44`+21WgvYg050`_7DS3kbD$F%eHC0ymtDx-`c>PIfFk|S@>7&DMpGS)eIoW4?u zZaweqB_^!+-CVY~9dZTea0r{KH(dCn!}SW2RhUDa1e~Q&v?g#ze8TN8g1yJo z-%-MFyeRn7AQNaR8A&#g+jI5xPdfTQ2Ba)O`SR;;VUeP}~oTn3b3Vl~g zs3ij?uLzkZDnjOMUGwCwLgr1XV8LT-UgBNok#@t;-u@Ky$XV@A89kCFiZg}>?Y$Fl z@LQYh(Dqnk?MG7MnqIqKW5Y*MtqP=LEEq;YMr8h?Ufz9o2YACk``tI;j^{)ROwOJVK;*$Ru#k#VFpR|R2# zBDK{}q&CoO0rwz+RF(vNn$081MWzB5nF{)-ysB;q>Fl0D-lbI@5!<{n9jz-5kzu`) z!d~oXlSg74u@WI!WAH2f}y^B@o`b4}&4peCh?KY9d9TOa~SuxD1J_yNEE~d&9VuCD| z3XSpME1*&oqNF-_1^7)|VGU;_$A#f(unDaXgQ^Ly0D+@-j}1v_ZseGjVxGbR7R`wc zcaLKpR%!2~A_N~iTM7zM{YIJ7KA`N(HZwM;1BT zAmO<+wq_vhC#X!YKA;t3E)wol$!2GSI}MwGEGngy-X=KU{v6V|^jwdgkb0Gu5M9b@ znt2M?yv>o`HXjjBqx9}Bdpy)3w5ZfG?|I4ze)oAw5a3$ND(QB*mcN+X>v>9+z%dRv z3hNGQ4B{H|-D{lt;cGmpn`&!f-^8k|XH?rGI7SV$X_sARqj;|%*sj{Nh_z`_ho_zU zbiDQJrV%W1cUK8nb^g&TC! z#*6+D3hYj6e6{C3o*YH;_Be8|S4?TxyR|^1&)c8oaLvYUqT3NxbT;DjuEI~-ieVb; z6&_Tcl5pGdK(u-IgwhrQGK9RgiWK3p!O`6}BDe1I_iRLNdV1HfyDRIPyO-R13{(9hf^@I$;U+PEPAZsIyUVLMNpQ(OZ}A$wkhR>F6Cx| z^3xJr-<#7bY&A(tRef7c}BqHmm#OHx8E1Y{%6 z<*oledv60L#Z{(@pL43JyJo6;riM(Ck(tQplK(m&7hO>&hp21q2?#O(g>&APi@ zcg=cpd+>tDlNVohsw-*qllCzO7|4>c zR+HZ-K+@1p9epTJ7cj^tV5&iQ6?ZLM^#*M(m*dCcR|cgJV;m9(0-dDJyX?DT2z{`( zNfbxWWO{$3ct@mqO3e4f=igiAYh9@wvdMWs6+6kQsN0ggC2_X#kRxZMCvus(4FI7Q z$MYhtAd$%N7ZvI@nIxG1QFNEf*l5$`ST=Aggk3k5u3Jsr20+rjlP4%ttl}P1Q2GZE z6vEp{1ZANdAShGI5hBgYWVN6yl9ZhzK{-aElJuY=DlZ7YrZXrp6Sql=nmmBGjpXPe zEx`_GxFz3kDvjKAjJP1hs?2O2tVIVzy>Aqo4ch3F60tX^brJKqlP&TWnL=-!4FgtPEka!n6Knfg(4@`#V)~$pksAcVq z=L9~{(n|P>XwcyX-IMp|UgLGrmKPfFfU&BqVJ~`sLx(3;qd{SC`x`qj|`s7TI z&($!lD^Je2?iu_p|2OE;CG9$hG(}Q@fdiIAS&}IJF+`3cDDF&@SV;JArx^jph7xf$ zfKJLSDdPtk`#16=3k~SYBqdA)Um7B9XS*71-p&#Cca*%H?dl{Y?rays%-peG9Cqr? zb}?k`&URImyc1t}7}-1fKE5l--r0`hjTo$xn7u>2J|cZ*-_5&_zB7Nxu5|j&c6Gw} zJ5@sCrxvQ?Uygldio~QKN=Rw1r%Eo3TjUUmdUA1`hS=mGHUX!J=-kC_jAWFO8;^(( zi=NJ{?OrSsx$#nR;~yb6_KQQvjW?jhN>t({x z8Z&WgB1P9@Vt*IJiQZs|=ro;{ew$K`@l~4|$1Knq zdBncyq(tYrT;y}tbXEj?^5|7OeMoM2ZNOiie~d5B=P%={?0zWMRH=v&x`Yv*=ax=`lZZfRM)5!p=nf|$o*DPbC)VYGy+V(`0PGsts_PbC&@i=fN>qo=0fwzjO&esi@kdP7QacR`CM)`nYNZP~F|CR|Q08mgXR?r`^I>+jqP6Z_FS_a1v+HuofL%Q}X+E9u3tYfeZ*={@%Z4RQX%7$$23Gc`LJt-EW zGFF?0*{KAT#c}2vl91=$zgL)?`6yn1jkxc=y~2DP?`(lylQcX(2sET|;=JF49n8hw_TiY6*79LN$Hgea6=1 zLa#;*tlOzm9i*692iogJdG`8v6y~EvzGs$AWX)4k>!;HBlC@3TnQkvWE90!o1s5gB zWXK5wGG&*b+M*;Y#+IkS*XGlH2f0!f!AFc!K1218DL|N+K5b2XwyT8Bg+ED9E@n$h z!OR&RT(l7qL`*qS#_uUgORKFI6_ZP`D5b$q@@KR%8=toillJ#ckF5}<=Z=d(H|&IA zguEOCNX@#_%i;FFAb;8Emg2foZTBj`MMPoz94%X2YM-ZNx0s@K<25cv-tJkV=Q_5(gu zWO?~!{iDxfiKj(tAC4D4@~mCrlY(!XlWk+u=_()sdUu(ax`UzI+X&EkkD@ekhq<}2 zYK6aSjVko@4jILeSedpdD_+iXfA_mvzv=>3e8Hl9AoHnnpi6r z(MNHXf#@NP=G$_tHcsug8qMLHu!T3j6eA7br@j#h<$4FpJJo05l2MK>8a4DpjWhuw zP8q}8_eilh+QTl|_~C}BHYtK2$#er0o6E3R7%B2)AzRR;qBMB@a)gs@WZBamsj@u5 zi&<5c#|V%rlXh1Fb4#(g70Cqtk_;}T<#Y(V8*T^~X8=1Enj|E%?;}57jFiF?lzf+t zR1RY4D+*oo{uW@wa4S&2wU+>=) z#b~3rorC!~j3jyxNY|r*7<2frGbf@o#k~rNHgnC(hY#oHXvds+4Rl+i+N1p1sL(Ax z2xw6P!O-4xAf71mAF`*Ux@D=Tn=UQL0249Pg>LyFly3L+xiccSy;SH{-BP>lrJ~tC z&-`?rcH6bWg57j!P$E${S1yF}yEw(^lUksJ=KWge0*E&RU=BZe1Z*&4n^L8k7R;tV zHO<20%i%%?%I)n8lL4@0fkan3YXl5{w*zaLAR6fwJ*Z-YS6%b17he+Q+b_NZMI!s+x1l%ge)^y=C9`tRLEamhJvcGO+#8>OvyVqOryDT5j*;g|EX3+u ziKij8*8^pUKjNauYe&YUV-!AUXN>r7?l~yT<~;`mopEiXZZ=1{uHgCkc1QqW-(LyC zg%}lcsUb^QF9uF-FNM?9OGi>flnEcD(bQ#@WSucL$m8xgPk#@kd+~ z%w-O+4 zna~*V0EEk4%Uk;5IYN`6YF0`1GCNZ9Jr#(nMqy zc!ZGGspy8Bo0H1n_nLUTB~huABw8RQUZj(|yHmFd&^8X?AXX9HcFmHfw!&Fr6^{sZNToQ~ zl=$(vES_d*rwUtmw@Nt9wBw0f)5yc#$YQP1)I2_*9tb#rr^eBA#pfD5#F=r*Et(ji)cuL=6uC`G%!DmiB9s`K87RQ(*CR7^1Jh z1EkCyW0<2(#-;g0Tt^yMnS+1WVR`8kgP78k|8#*D#R_;JmyM|!n*D6)D9vu&y7Lq@ zyZ30#?mKiG&91Dm{uC}QaT!;R^6{LtQ=C&?fco960Cl7kpsr07pnf+iK+OtJhgE>O zHdTQ7-K+q$#sbuLqlR>Q?h$d9+K@1|pOi!u`K$vTyk-g* zaAsMbB$7WU7hgB8iW&$cvnmcwR3Js2Cy>l0)r*9>3nG_66tTxBmOM(NX@cg-^S&d` zIY`JT3`&g_B-6d5$S{2+o2@gqOf@i_1c+H6?dSt>ahh%MD}uk8^i5z zKeTTMz!6sj^rw+M6r*;+|5LJ8z;AmfI+6OBB^+z3=I(VuJc3SiXhI})^D0Waz-@MN zTF9ixWjmVgBk}-+iP+)fa@1&V96|4hGkc>#a`P_m9ElgX>b9rx)hNBwBOJ^o3Tp8q zY$!RpNF_%N{0KdU#42(m)e8^+VI0gna4_?{#(VsfT~9j!(3yqD(M*|_bIiny8uhJG{wQ!`T*Za(20Vi?RE z&&OOmA9J9gvit5-0xWVXkTB@RSs>}%H`z?$uk6;mBnRxfIgu@nA~{3uyWcmQ?ZDWh z>;`tOae=S$I`*zI+JPLFfiU{#EBLXtJ!nu9r@d&_?w_}vS;KD&N(?*gs5 zpZU^PKD=@5Pj0!RcftHi+w0nq&)oRfj^BP}!`Hq@9ohVuAMSsC;eDU@wy1kYzVRRX z{_x2DL-&4^IHHX z3T$|vI<`wqsHN1V?>LK?;BP@*^dnFH^vTWZw*25Cn-~4V?`?kWN58n~2R{=F=68$B zcxMxm%V{S0U_|(%GpmxKhc&*3Uv-r6-TsB$r^vhU(?2`e&3-2D2$4hh%Hr!YK1nc*J!eql%>`Nxwbn^w<1d_jB-Fnjha#86&gbOmalRA zlE#ZDm2?x8KSXDiOD$>|l|$sZ<#nYzem$w=cT->&Mpy%0{HSq$DbP)&f-_Bf-8N+B z&ntO|(al3a!UsKFgcZ@)EwtAy!k7O{7qK^OsJsVEb#a_C6@NM-4={Mp zLFBE9MxoDV=+jWk04K|+s;Z9y6FavgB^8=;DhpL5710^EH=gk=x>>i*h+5jCSLoAp zt8VVmE$z{0EZrSZJJo?qFOmuT8pqd7uW|fn%yJ-&&>4XOgj z9-B?K+Iki8fN#CEQjOAvM9tH6*b|+uL#{?SovKlgsMKn!QI^^HdEM~lr*pjXbG&jf zKaq~Z^V1pm^RrS;SRf03*t65GWp<8Nu5KEy+-S^AQ;~a1gM>38dgV=1Rcdx#H_X{d zKh>k~GG>WB%eZA6Vs^Uah)%z1$<4Sj&CVs5ol9<7G}Yc`_3Xq0dnNUcXXnl6Bh60g z+lZc>4$n@)kK)-$Be95X0e6bo>5t^u`JO>&l)~lRHdM^}RNu%s6iN~mhSCCx`pL)2 z`ON22FcRyzja)l6n%b!@vH?|FjxtDltB$)p_qf`-{kYrnkJaAQiD!z!kIW9{vAIKR zYz6IcMAi#$okbA{ABBmKX-h)I-%8@PD#byCY|$JxwX@n0y7RcrZz$Q=8w1#QR=Z9G zEedPbhN^1Sf@5Phc@A8jALX=<6xTfGHsskF%Uf~tb)It@@>Gj;M_ju|=>SM>4WCOF zjuxv6G?5|epk85aIch?IrOx$4f%axajqMuVp~iM%GRD-#cX7=)4mCO4(2^?sY&^2` z6TfKE0ir=v`k7oK+yQD^GKZxuU>-D}X0jo!nQTaECVe{(Y8XT36pZ1|hcSlEagE^v z$32ESYaPQ4j%w<4tsU+rqo~2}!lPKIlEg3`MS>{dALVpFG`+TGR5e|+HPlufLasi_ z4=rgeTIv9!)QnMTXxGiC6K+q+mvc6uzSKzUFit6tnrX5u+2lM;12ivcU7_=MJ)InI zI67kmnT&aTx^7*ePt#|x5emnDDIeD`H(-@$V7Ib;9!kjezoClR zu$Eo__m1Yw*}C-UQ{-$|IO!3B!k`a#<+K3~cQwLdA2TwOp=%l5r9xsR%Cd zlHr4|p{m2QHAsR*rBj6Ekt1`^8i1-|06G-TE?1d>xhgXdQmwRGWd{D6;98gp8)=0N znY`znYMo+0gnQMDf)m*4oOP&pG!)@*`D6O-ZgmOq;dZK>iu>ECL;(1@pd?dv={W+~ za4Jb!w8QB1XmueCB*EWtMJU(TQa0xFIC~Mvz$jb=qAcGYfMq$8nB#^q2``UD5WJHf zqD|gCTmFS@(DYtij>NfmZweQ3VJ;0b6^$WOPySnC^CI>@!B0Q0 zghmC4d6dsxQdDLOACf?q%~pN~KnfgcI-;xDi*v*>_@j9DeeNX@Zg^`Tf*z_6MDa64 z5Ri$X%(H^isedD8!n-k1Nb{rk5ZMkhi;~Oc=%eR^{VD%I7)eSbU^T|2sp=ddgPtnd zCo?G)Ax8wS38NouhZLE33{D_-klG9%{M$ZwJ!a!uw~$3zl|{tF_HXZ*AvEXzlq*YcCwVwdaOz z?K(&H%6anIR4$KQzeLsgB@lc8RE7w>BlPtpLeG?KCS=pc~v=2m>ODz zcZ{>iKEc29>fE2C)9j>_9^Amk&w7Z>P61rxmAnSCWOiTktF5)Pmc1$kZFq&EBQ9#wp{Hm~lsMsu?gjBN= zmn+yR-YqU?y=``bl9R#`)DG55GlBA7ZSeqCu>jYF)@L=h9DXdcnTS=1gB_gc(W%-z zqXOF|2bE}5ZRP5V_%}QeV|e#9In|heBqh1We4lyTXG8iv8-{tG+wFaBbpy&+N0cB> zyHF1s0L2gvJkVbKV?70}Vd^BV_SB}&ydTV;gcp-EWWz;3@j9EejyMEc`A%%-Zaa}zpF+hR( zT&v+T5HJfX{4+kKJtJ4k<(qJkr&ORBLpA7~6;5NN34|DX$E4Sa>(m`GumYrsYBkI4 zB>`~eat5xa10?S_+OstX=xWI!E49Ryt1L&9%BZEMSt961lI^w}B_0(xTP7h`_AS9O zbtcD&M_AKKMV-SfqqP#8Th0u3fc}Z^3(KZ^4B(fAYaavf%d)kPrGZ~613d`v3y(=r z=XiKH&&ipqi)G!!^+c+Y;^YzLi4J1^-5l4y+f+_${wI|bIU_I_SD6VZgapC(Soo07 zgM(M3GeDp4WWnBiFgE4|rn%x{t_1115)5;$?6GrYw;PoFq%KBH(|%>Du&SdJL`Kb^ zmq|4G$VV&8E=SGUpHUQGoG_EiM77*$)6?KM_(L8K6|C75N_< zISi9VlGvmr3iC<)@xGBCb(41NqYjV~2?=e|d71!7C~KhPUfsaj%q{C8ANgoakRLct z$ZRwP8tKVmtQ!FpCdezw%{g(OEOeVH<P$Dz#bl% z&z-13)gCglzBY~b)ZQVX{6hh@qm=wk36Itr1XQ1(QoJc_*;JqdmhBxwu6NEb*E@NH zY;Ux(z22^OapjVBEYdos$QLMw95PCb%NF!Vj#DA3ps)yrUz=O5Ei^}s7H_5Wy)3S+iYSq+aTbCM(qw&g}iWq<;$S#m4GmqgGQ&81Q zphpGJv*)4LF)cT>(sVT)aeg8Bw>sj=v0O6zf>VLpl5%NE*GE+(hnMj*qMSLn@;{08 zI!F5irZJz4GK*<^JSl4EQs-&UEKI#)bS2&MHXPf@#I|kQ*2K1LPwa_p+qRudY-?g0 z@0t7e{MULvoK?Gfch&BF?W=lqpRTS#sKl)8mTxAd9d`7nRiQ(`LLNC+l@YNyhN@-F z?vEi#ucNL;@Kj8Qd{5)z z=XKzx&nJOoFfJ6I*>9diZVU~Gw3$m&)C$P+)|#T*aj|sI#Qjm- zVMDXZ@|7s06RSD9uBKz~N_6H|ap=#&T%EXINaicvZ97MXI!^n)m$jmKdzWs~ICdLw z`1B~fz9|zc`AmuvA8K!39IHs|Lw3q*EF2xddu6)kfw z&G%LqSd+jM623w;%GKk*v!2ahT^|HRtVq8&W!SxWi8I3s)66HE(Bni`SSB+ks;d7& z> z>tm@EWWoAAi&(`;M=-lTXr7n|%*Fp&vG>(G^g~!3s9Gtuv#mJY#urMbJdh0-ny5rz ziIQ*!SJdh@oVEm)3o`x3#RUmfApFJfLc^ab0A}jqN?czL|T_|OB6Gs?DglMTPB8Z>3+^d(V$?| zO_+VeV^j8S%r9sHA#{#3I$|=H@H#fPa=B^Dsbi;?MrXyze(8i}vy1n`1iSvZ>qx7f zAAZu^T2NjL*^MI*F~z&1#><*m=FVC8Jx^1ftBSphFk5tWcoJ!WHVhRgnyjpNZ<*mL zVuIP$C~l)KWuOj*P_Q3?Qc19>?_?VFgyn>E8ZfMO0cVgEOUP9$)dSicBxVj1!$6&W z?MN$2Do_iEjCn{#^YsH~8mx`-fIG@XLzQ+JJe#s*)#uRizyNeT%|(1EyiKUvD$UE} z!5=F52%=mcW)X0O6PO_kNg8w_GrbWR8G!-@F~Wq^pZHjZy>B$(#yBhJ(O7D#1N?#@B&-Y$I4?82sTiGXG)q> zYsl!QwkQ{rcY7_rL9<#6L4QSFWB2{|PH*Id@gx+0GXD@P@ffxf3EK*N?{$|gc?qnh z<0-D*;`*?<7%Mr;xAW>k;c%vV^dL)-RV(en?Nl&7S|usMeRnQ*vhkwTIwul&iMv*3C*eF~_A$A|Kt$fo+6@n6F?a@u0|KHiQ`I|0kLhW7~j%^{SB zLz(rVA}N$VYj4IB+e-u6OHEpYV8-Dj7RMcd4Tip$$2)}q7TGr&R$yoPFEGED)quCT zJz-UjR;e#yCrtLEp9=ZZ&swM z%V9gJ-4UpSC0T#Sd-GwFV^NIL3>xz;@P^nQT#L#3i9LG?B9eiu)VHy(5#ttWFz_B9 zZlD$<2&{a5nLj!WNvZfi2tIFFl$Mzap6N+BclLVGzR~7R`$!e;rI|K_{?X9K zit%Q`W>tt~#s)$$YG|XO?#g-xGk)yE? zl@^UW_Nx;}RrO4b;f=vUsnq7(rM~w?&l*=AbI6`}D8xFH?CnC^ zys=QcPTNH^h$cr3h!;Nck*7O{m?7UUfPpM(dvKoCI3~Vpg6s81_u32}OfFcehR z#$8 zj3LCmhKWIG8K!h|YHM9AJPbb69mV}A3V+sB>I{5x_mr5XQ2e`DRMR9dU5e?nRpjS# z7|4l}34-Hs7@NSdq#n^41Ta3CDawM}8qcVMGJpMKYnRsDxp-F%L_PR)9o*=q1V*TQnkc}{r{r)u zv|qrXcsA&A9tJ;C>@XpL|Ap5&yzGWew!{-f9A|U0hVndDjJqNcMET(fx5lkbWg8PY zFCLnT!*8F9>jCrV{&F17&5uBx$jMg6s^()SEv4;}nREaR&Y3RDd9=1oO#!PH{3tIHxZf0JxJDTa~@EH#(%q*`=$=FS@ zX5=U4f=csKHoFzT=n^x0r=(H-PA`M?ML*&P#${~6Ot)f$*dw}`bLGiqN6QasRkOoD zDAE^I{x+O!OoqB>&L>qX<*;PyNN=filcN3TlG&Ls_=SLi^@p+aWx>JbVAl;%~I5JA@?dBd9YjNB=8 zZo%~=MT=^jMU+b{R`7=~<94Sbj5BKKNufJDcO2H4F`xB_j5Vt?$0^8{{whA(nK+-7 zy0@z6x(3zUbg{TOb}GCFdhNa}M1zHPK3`W4F>nLsv>eWH&EgY z%8&=T*ebQye1+#0P+c_yVLx{OtQ(Z2TLw8pY-tor6bh9YIB_}06tK^suZe@Ev6e zgGpE6@{oR_pmAmTFfO2EE8eP4`?n6@w+_hb=y96y(QB8{7^%@%Bs1{1tZS%j%!+{I zuFcWrVLnTtnwQ9Tytfy;4UpQBxekaKw$`>ZlG6?t87h~piVKU-UZHfMU}HhM><7i^ zn9Ia*UVny?8}jYwQg`7eA4QQQI;qfDe(fS8te=ObXq6%;!(Ms7E;^Evcr?-d!PnFO zP3RGA28NihPKF5~ep5Fr#lANS;t5CIJX2S+ELF5zue@QKc={>O9DjETc6-|A!TBqU zQZn?^EL2V=G(2zxBKFTM6jhbpl~AK?wJr2zO*`y#`ID4nsv^bdZ=nGxNndp3UNfTZ zB+le!7M2vbXOxUqYb7+bc~(m*5&0Z&Q$GpHwr11H zC;aQ~Ew)G1%?$y{(w{TNL7aDa1D+D^ELCsT&7E#~hpy)#mGQ>Ck-yz^gElD^)cTJY zKobk^^kl$ed#09+)Or4>S6YTn#YWwn1dV0Orx`BPMv8VGxgXn{!^V#(2%ep6tVBgd zsyOPujBJCg&N96xxD&2AH(RVU@G9k9@q5hte$~SXycyMk^7QDPZT!O2JsNZzr1KY| zr=c!Bx}$|X1~wmZsbNA=#THT1KJ=1^K*z8pg3R13AM&^;C>S!WZOn+O_~AhbU71PE zu&WlOhI|eZ!0|T}_CO1xiLJ5hf_*4T_e#gfe2i*T5mX91B?IESE)ICIzrp!ZDbTHb z89JBb5u|wHcj%&nLDnYqbJBhR@ukMktVt5KIhJR?n~`xLKIisGa|DQ@Pb?Us=15;9 z>L;=CCI&0$_W~#9jzuFh6y*!S_Yatg8(r@R&8vv+izu&L7cUjK%!Kk@Cq6l8DLAD+ zdw=(k)<}$d(87=U(Et31pPY@~QB9HAX&jmzk3b{iu{D?XX*5Xg-#>bfW#d!O(th`6 zk8WYim`W?_tE0F$HT09GkoQL6m)aw(lQ1@iMFd?!MY;bgj0O2 zOE~oP^dKQPj*n`nspVOI(kYxl$S?Fx9&^ITs0LgF7A&x`(ZgCQD&nY@2h18E=>r%% z@DcEP`j7*sBgPD;gA%`W< z8DxIY4OmY~BzTv<4wGC%I>DA=f(#KoV5*9!hf91PTlR_?PcTW`@{U zQUQ_v~u~f#a+W6b$lb{L(|eTzd7+za5ljb<_Hf=;TPZ{YwbDuO5nDK!z zzoWH=OyNxtAMPM3{TMRNG=5DN2ZGc#g~Kys^P~tfrb;ECuFHWnu*qN}_7N&JI5x~>k&ESs?g%?CSx9vm8J!&YdHA09DrX=Y*BAoX=?Dx2!?)|pzf`+W*M2eeH* zD8g9WaT{-rE}OV{irDJ86O*&eD=!wnvl0F8PSChip;MS85`caUOx6tI%WdLvOg&rM z$Ar!of2~jOtUxs)l6Z*xJnYhI-+B{SwP_@5+e;`9y?6&1fy^<(6s;o~bZt}=gZ?pe z3U<+KiV0#525TZm@Ky9H^ z2&DnK0rsT8gHE?G&^X5qYO>_u$r21t3w|(V5r?)BHywvfy)o4rWj=)>Ull7Z5W z@f!gM&~}yjygtxr#)x0>@%~%KZE*5_X(Jg$jEN?@%Hw0^?4EF7zo37szJ%BV z(&X8`*Z<|%9#5y$>mleh^-j4ArQ|N#ANZgYG$R)yE|9=AW$@br4}ts^;^>WNPPmyZ zi=g|`aTo1+Xwp*hbFhE*wlq0k`0tS6hb5`=WL5vIM2Y}C9O%_e1db!INukAoZCq(g zfxBu%=n-3-=5z?xi;58&gOadG>)B<>3JN^udzeM~=Lf9~K@;q@Gdj37^w*|>E!oQw zpi0Snys?rKiZ%BkC99a7Sep-ezVAYYL9k|roy0^~afCOm=r(k~z_gW*7bOgbYxFX) zkJ84{X80}v>4sCr9<`-1G&xZm?j$2W$z6@vCNqSMklubeSb9)B>DYMPRQf;)2~y^Z zU}ry11u(UtSbBA>iH>wh5iXEu`*pc=42L##BvWH@vud5u$Kfm=J3e{wle1xnmM+|o zx*}5)@g_ooBMeMAqW6mkh+dv2!Ueec^(xpDSmW+keWX3VwTJrc@`hU$NM+l13*NVD z)xN25tkDmKh6Z)}$~ODg*zYs-TMXP}8S-C~i9|)LS(c_buoowVo`N2KZh3EBsopP= z#u{N28yw=A2eyQ$Mj;J2OZg&6cM~;xC`j+N$~6fCBrK0Q6LWGdRNr-xdi7+XvIW!g zM^1;$#nr1)sy?TbxjHw?YrqgoerGjCBj2I82#XSn8mMpg3p2k3v z4G3N|ky8kC>u|>X8ZD38rvRbBQ8)sr5|LG@x(6ch7I|S2 ze=lLJK%kt%v-Myn3IH0X5*WS2d$Ga(yXL_grIRCO#~bB?t}D(HO)$-^?Fp3n5FwCP z_~xfhunxR4i`_NUlba3c4&}_@Yv3#J?s$x!72zuY>0svjLG$8=zCR86V(cp*gLo;K z$<>&scX(lRhKa?`jh?m%MHRNw9HuDWPMVmA(&tM5Ar0wEO%+(79o*_BxbBReu)5B( z(c6)D^kFMyT;E=;=Aqx}YRluC9-M|@{f0)~^7s7_0h!;29Lo(XjUK%MEwhufND?;HZ9uJ2dKcJfV3b~@DRS0eGzD}~wap5B1K|o8 zPPzY*ZP}QJA&0trgbSq3+q#sqw2Sb3Qgi%5l4?vVlX~pUNu4?KhY5Top|x$re?2zU z;F@TdHMHCkXiR*9VzTrSKIx)bo2Z^LRM6>Jk{qq2@BIUsYjBb8{2uNFUjAr zf!oAfxIBqI7TTmOu{To}$VU!xU@TN0)92}k6o-YDe7Aq_H4%EhS4J6!$fxl)kv5z+ zRF;u4heB72h~Vnof1)a>l_APnv=4``jJ&m1p+w%YRjVjwKo@~Bf+$>|*Z`u8xY2c1 zg2A>whJ7mbNpBZf)pcqv$^#>fi9seRi0$DE*No3WTpYK#i7|H_;R4cSh~>5S@Ms*3F?o7tV^fjRW1L6xTmL`)k9p87H-b6FquiZwvaK#K821 zp@i%Qd5nab0T9p#Ut(vN+<4?@X&*j8@5I6VGg(1jXO`qaTiC_5V|DMzr7DYhNB8agYcx}pKCL`%*510bO3KNx1N9Xg9@@Fc3lKiX{U9qL)?n+&MEibK_?c)x{ zZHp*cOUQB;gj5ukCor9C+LI#G*=1&=*Rz0?1y>JZ;RK;unPC8*5>HtG?o3J(n6e8U z&u#i^@|u|QlZqZStn@-vI-?1Ux!!n5j!S)OwLU{uO-dzslSh_blvNiF+75D6ekq=> zdO2c`;>#>G8xwU^Gw_eUA=z<$iGABq*>8OKpnPE93UT_wP%9LsJ#1G{WC?!3ZNgqr zi&J`UTwZ*;xX_J-kjPQs`zpo|bbf|Q$F!l_%+&*faytt^D$LN0h_DSTo3?7<9#cj8 z_|)b2X73=zz-k(c?5dZbs#$YBc#_WGWvTP(#@IZ{FecUIN#nttb3#wmos_u10$89( z@u)*?M9^%+cbB{`AixiEB-Qj+m@ky9x*q3ERQ#DrL=gZ1|FM;mT`TL5+Bc1ST?JRBJEY--3pf{AL?-v>t!Pwi#H}NU~*(x$+E1Kq@JYBcjb3UqogiW zj{9bUHORANBHe!B?ynvku;ZS*XdJ9k2g&39IxX#s2)3%h(@e6tqfAMM#dsHc4|Su$ zdxE!(9a-nlb2X2VUBwqWBoUe_1!G!UIFvqWYjWwEV~+dUheoD98(_=puvES{cCNZ~ z%$-&9kDv|wHJ;k17r>nXvO=OF*IvyKrW6y2hBvjWmu}?J!PqGaDv<J@+U3^Zs-W!K%J3;1HIXt^k4M*G}IJRLhg= zZxbHhO39{KaHdodYCpimC(%TPf$~cdP8WgbiNUJmyypS?ej?)=-CV2~w_w>ATxuB?al*_svAMd~Ro@+zt~u9|_9nyGwlzJh*%_G7w^Yx=?BAc?np z>!gSf3Cg^|59yeWh|pi5XGL(3jtAfn=D##hkM8(_{$<75l8XV``Y83nAttTCpTUY@SHy?oNu|L zc3~t5F-naac`ar&L3C3D-P2G!vOtxi;NB$0@+O&2@x>riKC$=Rg!o6eS++bVP&d@^Y_we+c*Q7iZ<47w0OetdGk2>)VhsMM=?ZqG z@iFj)+^Eej7Zp|C)7Z)#w~#w)tHiZd%e7SJ+jI%T%zJ4;JyX}IGI)HCF}h_4hf~Zk%S#=zo=@fRYK<-#MmWriywV$e zWdL&m@g%2xyjXXGWqlhqrM}4APHh&~?91;)_L5YfvJBCXSYwU1jJzdZ*A z|KUIENg=@RDq-{FFlETVa?3AbExUe|K7aM%`)wt21y zYD3hKCeRx+AghN51GL=Ad>)NB0dUSSUDO4$PnD9o%0+{|ks}yi?ZTEab79B_fhbKJP;_MNm|QOp=OI2|29|JGjTRB^ z|I&Tm7vhbibb~`0{w$<&W42LHm9QH5`hi5?1uYSHcXr73TjGeZOlf}(q=vh76kCnY zl%zJ0uDHot$|#MT{NbX4%o2Nn_zf2Y4MU4sDH0Z>y*4gh<#UW}Ma3<6cn|2KxSKpC zQxZkLY4VjU5{Z;Qzv$=hfZ$xFY9dP0h8S5MK*5()hN}_5+EreUy_1rBOjwom5d~E^ zIwVi@WL2WL6xd^>AwiUsQV`E4B5KMv+y#2nW1!TO$O+bxP4*rw15f;VGX*pxmjeFL zt-IMn(Y-8CMI5?W^gEqfn9Pb(=afRcR0LLs*gD+pTpwN9Mhbfa{_pSAzOGIy610Pl zF*{E#ElpDs#Df9K5e`Kyd7=O?Q*^v-+Nlfy8}z*iM>HB^WjDvzcwRXu6d`P(GC->O z?52}Ca@4tgNHbe@#$Sk2TWfuA{EP(b0Kv_uKjzZC^f+nfrI7}DPw=&H`sTVeh38|? zlLSAt3+k-!p9V%_AeN88)%3qZajv~J(mwTHQ2)L$n1gV?^wCaKHT6Rtf17}^y!376 z$`u0!^8HWkXTv`=yD=AlrTe~bV-yx2`)<}d(eB4@(rmq;J2BS{GOdhF+=H34U&1x% zKQ*VoISNE+Eq^5@)z655(P6?<^Vd_9F+@k(!04>uPssuGQ9gjJ8bn&wO`l|u1mFzS zlbY8lK#KIc>V9NL4KDEq7J|l*~4pryxsI0%)C(DK?nU?5d9ypB3 z{Oa!R3r?p0^OF`%BNm6ZC^!?n6ZB^$Du^yb*gdu79m47O2i45cgJ3JQ>eV;DFkTR0 zRm(Au5184fE;@PHXsCYqy6AAe{*^L}1<`b0RwU}II{0)aW8{{Sp zPWO=)0uFjIT&OtGFh>tN=DuBD%}r@{rpTx(hrJAO9#;=m<_MHJ=EU3~h?`EW%BOD> zQaPtnY)|6Ef?x@S(c}rmQuL@hjc@Tmdot=C5XZFh@p2&O$AP(dJPS!YXcoQ<1XrTa z%;FHRyz)N@#HCUhnnPIy_yv#8rhCV70%9&oWJTi8;C;=dMRt-bPh~|AWkhz;=jS*~ zvER_FEjl?gBJ0~H!qd?y_EfD-wVC1h009~&%GhryvLfdH0yN&7so;G9;UCtEbKkxO z+q8=(Xbm9UtZgi1CO?pUt(pZ z%FI7Y$R+I)ncRxJ)+G^@QK6k{Bth_q5nPJ+K}SPaS~rVlDxC}O6#kUGsjzCLeNtE~ z9`StQ43T)nL|flW=vvfVThH%jZ~@ta9+bEf?Wv@jF)neZ27rK?dq;a4D((LY1;qc3 zsV8@FGdjsTED0`R-;Yh01G9Vkx2l^V#`bG=x*jzWclEe79r0xw8rKWPMZSi#JIr&A4Jb?Y2jdWN@ z3J}6W8ximPVP*+Sb~5@nj_v9M)^?tue##Z-q+p5t(pD`iX6BN$>x_a@!#DdveuBpr z>Wp6tRtUDi9`s~{hCzoqeGSA+nR>2}pNvZ{vekP+hAj&Ddqw@y1+>F3Q6@>n&hzqv zN}eL53>VkRsKXG&GpsUPDVlStME#oYQLbK^1M-OgyP{l`r)7yK!;6EjDS#0Mq63$?xjjXB?a)C;5eQ$)Jz9G1!-?z{qD38Pl0B0UEr zd{pSaxa+{+WJggJki55IT->_>emIa1$oFhZ$tB;!kpf@hJ{ruc{k&X*1t(rq%F>ncz=ls&4 z2YVPy3SNhgI?7;pB`d}kqu_5sl~1zQOGj9jf-PVNm_l{!Rf=LaaW=t)VT@l=F{)06 z3CtF9?+udq-_%#VV7~a!stuNok{fp^L7peSTGiLU%hryCf07K$;w(GZLJvEKnE~lF zn!OJa`y5aGdFUbe}7Lc7**0-Da32w&+$Swgnm7iEOZ5E4f0nslMIQakU}`6sv#CjlUFV#-J*ZMcqCmZ3VUU2!#{%|0VvB7W;rWg(I2%z4^K@=5lcwEG{0&p8&bJ@&8Oz;F;C8F{E zd{73+{A<)w%@;+;?35uL2`t9F<5(2@GSiW@k4;36+(BNh+s^GkB%bK1#*^dGV5*F` z-WO1D8MsL^CV4)E6CoJV2{W$ku5bZ4LU52g;%!UQGK1}Q%w#lAGrs{L z;%)QDWE2?e1R)Yi7vucG`wFHloOJle&uqCRoi}ZSph(#jtuzHFZ2SR0ZtHW9U^~#1 zMy6nkYPLxr*BA3_i+U{7b-s%wLgBVIMB_O!7qKH?>RmW_9714+dOWCLk6MzAll!fz zb}-sX`PkjoZKb4@)uliuEn*$StytIN>`=tiYD1e?YH_XHb0){gN9#=3(Rwi%Cn7a( z`t0-Sh)mBj_!j>6*Ub|LBpafB8h#I1u6LK!i#qwW%Ah-GgpKS@hC^QtWvR_YxKwjL zmX}L1RV+d4i$$>*E5-Dcw6i4ladZ!=rQugg1$wY%gKZjJ!2D7|qbo(y_ z!ydY+{^@T^P)k}2dlcdL&`ZYIy~12neKInQR(JFZc~Y51OC)51?b~j-M8HU8HTrIsm=%I(wdcIy_^R< zMBH=J(yRGSNCKpUlVRva&Q0Mxd)N^}Vf6Usy51kTb^Z^d)iOJFy%}Zv-rVI(6Qa~&XWU3yr@hJnsMkbdM*hsPaoEsEs7>~LKH0R z_c>0Q9Zkwf01N&*pY>l9s5|sMb|Vgx0Z`~Pd9Rqqipx{q<9K1`?i=Zm(tYX)!NKJH z>tt6m3;`F#X?bMJV}eM_`zz$~_VX6_hW~q&MgXecb0DJ6UB9;9?Q~f0e5b)zF?*s3 z?I#g~xJIN@eee+@Djhq`hD#D^=b=C1@^Y>I+Y+C^j*G{6drSF_-}lY*4tJZ~pfk1?xP5!dR(TdOi;{=h@}*Yi%DXK_aK0F5lJQsKPl&?ffkoo==)~%|#5e>9 zwzF~~TmzeQK~iC_>0@~F2GF(A;FrqeDPO=OO`+t1R7yND~g?5h57M20}1Z zWe`WCr=y}s6zWCCwj-ELvuB^$T+aY!BJKw_;_jsQ6HD0*4Y-q7 zFrShEFagO<(-Y%;EDoE6`4TRtf2V$Z-Fw}Ofjckw5wFM7+$8aHJ9MnX48QV1->@D& zh3KJ`z0je{GyRtI$+*;>;Ky#&z*k{pZVd2seb zwh}2jzGt@E>FASY2Ow3A8b%KqgiLHU8w>{R5e#!4bl&U4?go=@gUKx*`+*S)IA@W! z?0IKFsFP}+9H&L~+j>i8R}Keeuem(e1pMum|FHWcxj)kqKeH8iil?(i3L0eq8Zn~H zq(gl<>2eM}lzHLELAVKur1c?f8s`cmbpaCu+A}C#d{c!b_fEN%%5U&&$l`V6+o=gL z>axRK&<1=bW~tKT>iYNkpG<|sO7FKDu|qlHl+Z3F2n)aI_+CVXC6>+B#$ay3HI2OJ z21KBaWY6nYtI;=E5%ghDNY)Fu7i{^^w;8`N*7Or5q_>LV0p(u2bbd-R?*7V&e zBqElMtTcdbR2by;7wC5408ulcW6t6-J6Z6Exj`tEs&kI-wi6I@xu!7={6 zh;ZnyL`2`^?s*(;D_NZWvSdllUz(nzIF)7INJC#X`M2xI71Wby(0t@TB;Jk4EC=@5 z8b)41e@O7Z8WeJK6#XC{*HVU-ZSG!&SgkU; zfRA&)r^UqCZo~1Z!-2oQ%6Q%l2pLjLvnj+fSbXoF=XVc{gsFJVLXLt{Y#OJuBKlyb?u}up5&Vm-unjAn_5O1*bR!y88pw(?%#6OOJbiBm zp6vi`dx{4FnvAJ{>xB9Rc`cKO4B}6I&YWR~{Y{*}P54uHg^l{b^duthBpPRwz8d@e?Xe2ZMY^l4X(RrQ zX3w4``vZ(=E~_O&`rqa zE*=A(%<4B)I|2_Lx;QFtKxa3P!ltYOmj;a#5KeIWc5 z9|aZpHqoPr2#()Sy8-109CmgK6CsJW|eD?&GF&|g$DQyd{{t8i_+>^WQK z{hC>&a-oIysb~=fi%U)828nT4!GdMdz^>Gt1#Mc{gx+dMNR$7q?Kpz@# zf}-Vo*)T3P;wcw#I`1SCRSk`>t`dW1{^!V_hzefc+P2?=*zeynz$OGX_}H^;d!c{C zoz#>ADL3$#drr{S_)VS}b;8dY3K-AveRKd>{!%7(k2wqFaB7uww)P?_GtpPv5z{=R z)J01(Hih+g#LwytrJ|Fv_54ghsB;3e`CC}h1N^)|g0eFycB`9{rRj$il`Ic9C43wr zohQyoSL7$oNF^k*57$+*N%>N$)p(&Dm7*Td&eV&(tVRGh4T5$rN z?lrUMJbmUVRFb36?A1a9L>QZN9>DCRP?94-JTb=izkW)RXOpwn#flSZ+_D_*vJ)Pb zM_!br`|SUx{W>GdxAMoUCd}*03ZPf;pI~{^Y5cFDQ2%J7JA3%cPXX9{KT;QWVU4SzB}Ekrtp!s6Jh!OnHgZb`sCX5j7w#fO?!4{a?v^F?6n2E z`sB9$+OrE~FV#%8`j>ZM64mMN(``yq7;cq0woVS|^dSD>r^cgOklYnDR|k6^;>KJF z;;5d+`tVm|OEE{@7B1Jbx_&C`ByaOZ;DdoEboMCZ-aw zJl8V-m{e!o&Huxo@}v`h=IB&Ry6f0x8=1;136t|diYy;ssN<;^ZRSUx$R+0v#-n5I zq+;IqQp)mZ%;-6iaf>p(0(>@C1LOn*yf8%>fYq;N({WhNb~oGD0EYiO`&gIc{A0xR>+(OYJnJAnepLTkfSvo+|HjMko!yyO zbjF)huBi~wobdgJjVaah{{~Af-b^h&;Wo0HssueAY5Au&6=VB9_NC!$FhA-@wDcn` z3Gw|u+yHO^RxD%b{t7Ty;>=l(*PNy=UnLH1L_3cD>=^_LxUTcn$Vy{JKet!zd7x%1 zH-IVy&z`Pk0{^&heSbFPS5x@xDTKF)Gx?8>TmQsAlm9hzBovFZ0dw=1A^R!ib7pYe#-Q!A;^n2Xyl?;VDnGXom};FdBvFXL$}NWjlg)rAfv+`X zOeWMYaDGwER`pXyE~j=ZbB&*$US}1kVoqxOSa`M*QlBq`obmHPAP6=5hqF7mtk%Xd- zBQ!SjMi7~FX6>tOvJO=o-$4d8BQ{3{Kfje-5oYr?Z2H$EhTu;9L@|113-xP#P5Z@RdD~{u9`pWK@-1F z@S^=G7bX2GPb{@FOqux0^CAA6CpP^fiuEVlOtdv@m z{<%NS|CDQ?X%U|)*knYQPX_xD1s-B(+pr!(Jd1?f64{Rwt|p-ZQ1cpWhaNtVnHAlR zlxOL1EWcFV){=V!TPdNa;dP_n?sC!nwpp@e7kN!6pF^RoAwLzK-o0wB=9cJ|z651E z#6(I6+KRbXM-JuCs#T_WKLm`bh@>^T-$gE8NBKLo`#G?&g8DgZMa%oz`Du#Z+zgZ? z8sThxLkcovmkt;1awG#pl=UOE{PWt&{`2Xk(_Tb}zdN^;rm#Tiwo~a(3=C{HnuS%8 zg+^JD#-^VtX<1rPxQdczR07-%sUF~SmnZ)Bsi{Ci&eO*)Q32;CJ@0GtPygk{oJZcB zFsewm{1Plf_76*pGu8prQ|5#QMfD6PJnCrPkE8-(zmKxtFBV|Xc82R->!s}JaT0dX zCwnLIh0jJO{+L{iv?_XW7zYqz`WJg)3h3NY0wZBHP)Br#cTuxsM>O_H(c9ijXDV$w zubH92AesLN%aU|8551hzHeRYmJkag$Z{&X89BR6x?*U_A>tJJ@X!Xad2$d{NdX}L1=X|19k zyMVVJP@EW0k3uN0(K0`yuF}?}&p^hxrA)Nt?dya^pVNF>7KLC(GZ@+w15YR$U%#U9u9lziAWO-qJ^!hK$==BC0y>8X$buD*1 z?C5pV(d*IZef(q^z21P)D{G8inU3CxQbbMperVRsI2CIO|L8+v#Q0UU#;+-uv=!;=RX!6TiCCs=3qpQpYQ4r}d?d`tG#8)bZ+0>*ZPHKl@5w<3Iaytni<$ z|N8!_lsY^q_3l@`lzR8eBcpe#wt*8)+0DlVjV5rF3$}m2B;SYB#&B zIlG<{i#8C45vON7Bh*54gb`7Jn~2P*YFcA~iK_;eOuQNswWs0y~2 zs=5j?Up-m<%++4fsm=+0Ct+RA%QIGIT!yhjf&-k~XniihFrOSC+G0h9_A<56rxo8- z6|HJ4p&x}QKl!gL!N&6fa>!W-h3OI%7v`IVAMPm&ttN<1Do8MnhR2e2W}#TK=3$XW z8^9N*Kw3?R&9Lrw*f&C@q6TCdv+}y9g*nA+y6$Na-ZGUmh463Mj(f;B%~nZ@aW8Wc zj_gp{oo4nv^0XB!N#UzW_NJz^ru2?sG2XT{IcH#`I^nZz+z^_YOQ#~od&s69?Llr& zem8W$)=!5>ku#MwonJVkthi=A*OTe{iFHk45w1B1zk5X>f^fqXBDk|6sab~udc9=r z?qg~!#Zo;9XOxwLT>|yAk=^DaJqbpIGs1ynOs;4ouf+l-!U!Q!4*5cm`@qa{#me6` z>=%PQfpITri)CVp353h;9w@p6xw1$a;_TEAJX2I77Rsx6OH-gRUrOSDos|kCM{T6m z1$&5!JkwoleOMG#ph}erV=sxI>2FD*24|XDsJ-!myb#`s>17Ve9?VN46Owo)2x;Eb zL%t9v_e73X<~ zUeSYZoa~!Xv{C#0N+tB` z%Y>lmJPt_LF#o zZbkt{V5{#KF|(88&5)RgpE?Eka0>Eu**XO!WjcFl>{PxHo|eH0cEhMWU1EgIO%$W_B{`_VT*k6^-Z^=Vp~@dJ{=YbTcqfl*b>62R-09KT(>?b^3_lPt|y zP>-N7WxvL>-o{lQ1p~_#utP7MJ=(6}p&_jwHZujm%Q1@Lk%XjGN=a8P$Mc(KWrJuT zIpfLcSSL~?$+T{qOq*RIi5ifaI%JdPrZaT{F3}XHJX2RpILoK%3O_$mvuQzUiy)mA z0Zj|p-PA0FP=fzCu2&F&cC?Q<^1^nWBbetB{`XQ3z5e-bK0f~ ziD92U?Q*m;&hg{2E_XRsww)tn$%V2F0xkLKhI=PqSQjdeyhu^i@7y;EO_P7;zEJ@= zb+?mLc{#f>Dh%0kAT45|sSfo{nlrg6t0ssmP-90qLR!tDkNg#cy55vQRS`1FF>VUs z^RJB@BTIh3Ev;49dz#GzKbOY^JO9fr?%x~v#8$&kPRGL6sXEYCop6@LywRwm>QLir z<@#mh>ZZ9C51*@3$#r}s*U6mgB+hj_jp6}$$*5>s zN7S@jPtAx6?zFUb_P;iAc-HPh-w?YL1J7^ZJWGv1+V7|d zcX(U`ODtwAQJMYy6OF(uu4>G{kRH~~mHjk|f~bH$MJ=b7sgce~!fPjE`%xg_zS5?+ z1H+fdMOLz|%t~GCp@!7`UkWOfrL}|_VX>T2-5wYz$}E-HpyPHxFK|i<#fn)#RD5_kL?nRsnU^QkuT;LB2+A))pxH#}bk$wt}LmCCGg_)Gllpu>5FlIf)>7Xk$ehO+} z&Phnxv@c|hC0M|%%-K{L(;lym!MmlqkiF^^pH8`ai~&i|Aq6$5%t>LuOaePm$k=Y0 zfE%B-kl5emb^Jl_bf8A^ZgN_J#f=ZQgqGpA#^B_`jYD^u_R*)lX-TJ)ul)l;xd#HL zRr_XA5;ZX|gRrI8!AYJ11zp_>3Q-wl?od9GX z6DBd)JTy#{uQLI5fL>HKZj`OZtTJ+pHw*Sou`pgYV*z2ei}OLH8+c`hMk)3>RT$nh zJr+isEnjCf8x~I>TzzU3FoPeD_j!?NphX51QlyIxe|ZYHNNd!h3pAy0Bw5fc05~e> z0D7MS3or#u8>a#&xmchaQ|yicQ;5pQraZ88&S6UDX@wlD;M2iXJc81BgOv^<2*iN~ zJJ*Pi$D|5Y!9d)FNh#X*wFDM`0_zqP-K7g1jlfT9G!j2!qfz*QaiEJ6R)L?EsK5e0 zN$UKWPbdszxY&;QJ5f$THC@s}pr$l7JR_op-1tD=rag)2v?wsLThqpl2$yNV%qmOc zMa`7~L-J1T;ZouT_PKjp-ikuI6Ml0{Wn`#vDrB4vXk2wM{A)|f6LmV;X(>@5^o8K= z)b$Of5D~gY^I>ypusNAl+65m$W-2f{KmIde&NRzD@iVK^b1EN_CeQYr?KvRW4Ax7w zV{AvI&^Lk@YwS%=^^6VS&C|h~!L%J7xGbt5x3lG>bSY7~0UKtIYRgG3zVgxGRtu_` z3*cxSpd>Sx`H5Iel&^~&6YvQqZM+rD5Yh%Gx?nY%bW`N>A%(n)T39{jy2U>eW|HY! zY#YTaLxMK@(u6>l^avEEq(^~VNsqLjF2XBMUW@~F8sq$uODb-WZSVQK7Dvx6pFjh_ z2-svP(nlmPw~O31G`CUaA}JY+M0JX(um{bHVlAR?wGU009QYwEZWDjkM1(P#8d-Co zeKW1QUFdLn@B`?kPZ4I9NVip6q53i+{O;>*vfyHuXieEHlJJSkXtju4zM9reTs&RE zupZz%BCiQ|03wzu%b{Es*w$j3rrq!^Xf1YOMKe1f;QjhyTAeaTI9AnC$*``o;D<8N zQSuHE{@@A`T#+e5aN6P$YLQ0=z?u*G3gN9?e0t&IPbpkCo8er*Q>~l^#VCYER>*j~ z+^+IuF$aUkq#N?28^f=6=>`aRKB3})bVG-N6+z^wg(UgK!9*$If;o6l5++f>g!5^G zWeyg5qN2u@LiNzeP49l$6VuNOT3^HYyy1AEI8PTzsQ{_AJbxY%|5ls_GV~TcF3+b| zMNj3GjZQKTrVA(FIP?RkN6{QS==2yrnGcnL)1!U7x5JsIi)PIH?s>s|Q23f~zV^7l z_}H^0^|+)s%c7EcX-QF~*sCt7H=v~S7Cx?3QZHXpuYXAkX-Pd>($8+7Rz2w0#)D+o z6L}DLxhOp^PA0nG)+{eT%@)ivy)Z-Y+vcJ8^CFK0$Z$b~BKP+8u6HjW^7Z=RmFnz}?i2d#b)Y~U& zzdQC97}?`4)J5ZHe?FF`0%#|mE(Y4m3dIEsbf7($q`0~fqqLDnX~V0d^c65lKlkb= z#VGw?b~tENcy{4tY%IIi7j10c#LgoY)C}9Q6?Z)>j7yTP*?8B(B3v=rLK@P8@TT*! zld$)4Myai!R@j?5>5)PB_1UytvL{br!ue04U$W_1_tS?(cpwfpjH%}@;svkK`r z2zeK;H`N(fnwFRmX4y6(6R`#c=e0I>Nl=RS_oKdO+YwNgX6J8?i29b_Sn8kkRFOA! zAszJd4v%vZBncWdRWzataL~t!ZU?$%P+auahuN~SOF`mv%wJlelHlLTWM4UnPinPe z8WYmLYsUm+E`W3280BqE!u`i<5k7YopY~yI5`MD?F|w64i%y3cOV7qRI%bEVGnIci z;mF!$Uh<)n)QziS!HOqHqj3SpC9~SXuf7?Effzg<%SF^Md~zmBH(&w+=929|g>|a}HD4=CFBfJJ-7LZ~K~h%30@DH! zl4uASa_fPIam>E&z{6H17tkk;g^2^5U7Mu`9%hLUjStVG=UTA`;9n>m1SzabbTyVX zMM4W!M7W7r3BoYhBoQcPQ;LDL&xt>LB(&nM593JaFXymPB7{eX;cU*p3SAkHeHPm+ zV22+*Uo<$8Dw32wvnn zr9CEdTO-3C+e>UFX&;I?rNRfsQZmaouJ*#m{;vp!B$nOnzh;L$v&P-xYwg`Ljj4@9 z4XxJyi8`%&k4UFAs!D4#>X_@a?mZ%%)}W<(DRf#P>$FC&PHW_U7oFC(UoxH6w~tz< zwfXuT&}sGFu;Z1a)1p2`LA3~f*8%-e$jYOUtYI2qHB5crVXr6+Q*OOg?d(=ZhFTRU zTxt&p_ZzqE5XNEQe(km$sc^5@YEPQm@SJx8W)nZpr2Wg;2DTPt^>-?e)g`v@cdXb0 zd+)-mHtwWBP^+(0itS!%k^X*;^f)IajVmI3SsR-s9Rt#r)FyqH=E&iKmtHGV!nh*B z=e5;@20skp95guaz%5~1*>$=MC7f@HiCI%jOq*hM?WQ=|?z?o@ z-FKMLJiGR2KDzFkJ?vIKOo`7ucJuFT!*1on47qcURb!l2yD=_1G%$azDbN62;^MSb zy2Qmjw;v;Jaqh6W#bM^&tlES>S?xvV&{>3*;oV(WSkA3@)cFHE>T+ul`!K*OZl=q| zUTlfVOVIvDpAzANW9Sq<7Fu!vEO@*d_L^*n3YN<_HVDosv}<;FunFAiCAz5n@UfEh z&NFI8Y9L^f!L^b6$c=iCOW( zpATH3@!a7h+CI;g==Wy|Ih7i#LcaguYgj14sZpmbbHp+X$2n->I0x`S-M8p*_CbXN z64F7QpM?L>Xf0{UB_J1L2m+n5PJrQ^BiVwo)wCKPCrnT-8sD_i;SpNofN=bZ-381x zGlNaC)6IJ}DBAb2>XJYixS51?ES6^FtxpK!b4x9~^@&PLvA)VIPM`aU*?-FuRV{U& z!}F#B*F&CY9cmI_|FKzS?GkCHN*$^+0--k$fMA>xb}d@`+%FD%?Z)0WUXT0Mu7@9A zbN?4U_23UiT)*f-*ZPly99@BLK*=F(+`z`D*~uW4o?Gn$o|%iP*QX^ z`BFKqS8Qk$q^t8`0OVg(ZYF7Nt@O|pOIM=!uC*Ti5bv%dyz^ZakL6P zRIPfh?mkvQbN4yb-RGeDe)sDwFD(7$flvHIT#tm-uD-wg;tStd{qrX_3F<&-FvI81 zh*auStX1%T*T}GSC>eg|OF#JC{xv`RMA_!I^}DMNUjNYIgK2(HjBM(x%I{L?EF^{{ z!-w0@3gcsya@?`ZapANjI+PCR%(yi%G9pW7t!B9k$zoT{#}>}hA_yODGa`5*cvUSk zK=JX=e`&SML$9i3UPiUd_g*r!%=eC3EwksQ-B8P{ym|MlrbZQ0qp$2HQ=_l!PEC!F zpv}HCp|&Du5ng#^DS|GQEHRZR9MrzH)cH|T2(N}DHDSexqgF2j3`S>UVw?r0I2X)& zR-30)z~^AdA_%U^;!Y6+pKE;htO(NrgXL%5h>wisB(h=NaSquqm%`Pjp=+zWFs1dv zlmVB>bGK2J-8tJ;a* z)Uk6roS*R49=g~;bo-7=!v92Qyd4r;`)}idciLtvX*pLbcn5k5V%{Rf&Ma$6oFZr0 zXkA*(j}`n*StihG9?e^4dUHT$=vxjx&AXA>QgYm1O5T5cpD+z9CGWYuZ-A7%3(q~4 zlDG2nOiKPuNsd^^(gMf)tVj!uEG;xbT4=0D3yr!llNK5wEsS7kA)sPHLWs*OEd*G; z%KfB;Ad?mXu>K}pCSKD|TJW+%^-LZJATt!G8NoFCRBG@Iysr!7%MSK0ah^)-UpnxG zQ;2YEjC1jlEo)kQzf<`Gr4_*uK&jj!EjRJ+ zf+hgXf_5t9X5@hW<+iE$a+3(1m0fVz{ao1v852@L;2#U19eQsp*Rhq~Yq2Nbsn{Y@ zv89>Cmas}}5xgKa@Pg=700D}r*y51bQe?43W@3wz7h4J_kr9z!ExI)1gqH@p*wIp3 z%84$;BNAO2SfD6X3ly7bi7o)FSaBSAy5^;c!XToHZwe6{v{2Q<?6kTK{y7cQQ+c~zgNOUQapA^Y2bg)g!G(;CtR7?gV$Ka8v%uS+; z;<4pmfhM2>mtC#}%c?$u__|gUWxN3hF1jI$J1BFai_D2G(vESD-CS675f%Xhd5hFf z*X;d8AJ)f}PuNB=Talp6+B6{m{1{6IBUw5K?WY@m(Pu@Mrc88c8X&rqS#$|lcNcKm z1y*z^XQGSjC%V`$yOOI@t|_{V;Icrb%{v!CwrZ&k{hO3 z7hRghT7=J@PFhmVO91XeSSu$|Q_`)_qAUn!gS_0UQ8uWVXk?Rc*J2yriW3C=!AeR) z3NNipfxtKr*Y;UqFQxf&da2B>(o3gu>6+i9m!8=#X2Q2kuv@Os&Qu|T*@7(Q!-KD9 zqxbL{xPbM_#Dw9qXKFFd5f_q-1yA)wlkxdVnS|e-p@q3Ey;x5d!F$O6ivdF{0Ey}j zZ+tUD69U%RotZj@c{G;11n#(09!z|4Kg9fJSUn305Ll>`;GL{y&rlc$vgPE&l(Y>0 zG8&t$mPj(Zx5ID?E)Vk#)e8B10H%yv0m=&!p@mvl@e*dqN08)m{R^Am(Rjz1)60r2 zJU@vPFTCSS>ODDCNJEGL4BxU8PgS^XET%gRHfnTfL@-qxI;$_=@L<2JRw1QkR=444 z?X3Q1bw;J`CQmw!!+G7m;z3x^-En4F89~4T=1wG)kR%N$9hGUI0c4)J@j+o4s2Bz% zGY+w_bTBClrXA<2j)j->b3ImV#%-oJpE23p zsF>pFOc2_grrV|ytaxJ*H6tmC#^@r!WsJ~crV5}Jjlf9V?Q!t-0+}Ee=SKzF5fPB1 zeY2FkS;BaaN-%wv-LT;bY^?QI>SjJ@X)6PEoQ(>{CrpO$FLcSc-DIKrr3Xd$$>Vh? z{OKjS1f}PQ%&`=Ckz66Nyc#L5MvU^d01p1zZe>&+z^Q^rgsev}2<8aL7$JVNG)364 zwdfIggefJRgqEed<5BHGk1{O@6*5kbwM4fmE-=FQrdNg^J4ug%Kqv9jV&eegdaT*B z=0OpDYlaB)D16?)tJ)}fh&~!c(};6wvL<*L{aETz))-arCZVx=HUWG#(*Czsh7X)Y z52D6^w-XYZb{lJ)w(Jl}n*dJIs+$Pau2Z$V$cvXMHnVNQhMMG)h_ZzQt)}TFFr0S$ zxUmGIX@cO>%6jt%EftN?Qn#a&(QC8^5RB+l?IFB-bQ&X=MIG7$kVG_&ymzD1wTJ#b zLwiOiQLH@*F+Uch{pb{Dn%25Ki2}7ypE8|bMqBNgJGN780jh}XRL|JooxrFH;N;6X zi9Wt>=N{gLJBJS9ULaUA^MXv`=1#ST@3sK8rBm$yu|+VP$No7k7$^M2=v+Qa@7^T% zn>0(Cw1ab-#4_hDdLRM4Mg$xxIOfCN({*6Z!CTRI-Au_y%W}};?bm6I(jumXTVbj0 z9Iczft(RyAe<}rBH?V-~@&(*1awS}2X+55=;)a0~HsmR6&r?`uDLgS+H*?5pVK#qz z6HV0$$xQ=EZmN*<#;IOq>20jESudK=`5HW?epL1{jYdg?l#Iz0GW1b& zymo0Kjn*zrq?2&aERyJC?b1X#LA#hp0ii8LKAlTN1%hUU|HnwvOX#&aq{}28$-zL5 zr>z0aqm6Xv-l=xMs@5H+R>>)9yG`4QG(NuWqsOLCC2>oq+R1ktRT7sw)fPISRyYLT z0^}|3K-Vl)VBv0uS|g20%$h$uKm(&p+1uIRj#C?CG+wt*BBf-d8Q-rYX~t=mD-@1- zXfCv18kF%T``oPi{R1K`>Nsa}zk1onL}-mA^!Vu9=Ns~$tL^;ybp zL(fj&XKS-(Cv(DvN&;S9M=zhm&o*bzPQtT|^lUUP`}mSydnS90;KV+vU21|}IYrIq zaUXu^WZ*idgTIlaf<|qp7l|AvVilEG1+o1-j;ZZc*p8ma78GH4?P+=}9=Uof9~g|q zt61RB#$mYcbbTV5h|mHOSq>I8GG~lVU>+L<%(o+-SA}RKFEUXr~+=*D2?y*D0s6P6Z4jW0tQ! zx~0m=EmeiwQnhA%|E0>&PQ}6b)urkPmnzH+Ih3WUF6-3(s&(qW?;^EMnl*dtzeug$ z+kcVrbh$G4UtOeLaf=k}dg2TW{R}gdnF`yVIgWR%(P`OCf%=PL&#=4)aQl zk?lf{gi<3slu~0PD>X*ulo}(U)Yx-ilT~Vr#OEbmfJV|oC^bgrlp3Q3QEFgZ5Xcr| zwz5*ASf$h`TBSyjl^UaRN{vyh)ELD|jZp+VUaiy^)nBPGhLjqku*RK&AFI?DH9)D+ ztffAMlp5_;sqq@C)Hu~DHBPfijSg07jANz7>8#W^!zwk}K-!N^By{BybJ`49TbnUf zpOVDBX|D(}b~Ba}_li~Go~$kI4NZmN4^UxP0y3|{@H5e{I0Vr!EutJK8Wyn_$|DgC z{i7BQ{hFd-5#S397ic!$T^G@?h}BW%wHSBTMT=3e-QR>&(yxey4cbpd!(u8L`iB$^ z8+36H(Xhdah7A?b@ObD3Su`YFU^!|e9bjHGB<Ghk6_U-J{m2?aaGcx93UNzPNl4(|(do2_2kJVGqr^jtk!kT{PK+GQljgW=(hOIO9DQ_R2 zVWJ$D6C;;b>pDh5*D<;>QAQ6UMvkr}Mi%>vk;RG_*-#N98~TfpenpJ*`-_o5MT`vk zi;*Yv7b8!oh><7v7b8!uh><5%#K@D5QjD~dkVK2)tHj81UW`1R#mFXzk!@@W+Qwoe z0x^_RF|r9_q-eyQ-G29qICA->$4!PW6h_XIHEpR+F+TU7_&d&e1vjdS7KF+Eu+0?MPQ5 zeDip|XdCjcZ_mHJ&c6P{Xs~4MTaCp2{Ib)(c6N=~k*+beZVsjn^-6A?S^Vw6R1osN z_!@Iuy2ccFjXD0%YfS9)UuE`M1w@}+ZFbnzW{X{IrghU|Gnp5g4hnanU9-6MDwAJT zZnKP$_;>#WrEK}#5?VsGt8AnW#udS(*QacDxyt&|9j7*7i73}zB6OP3DwU1WLn;-v zrunQ@*$}P8`gf-9Zcy3yEHj_qAkC)V*XHv%rcT@~tx*}Hv&@Wr85sNa-w&oAkb~$3 zQa#EJRbleX%BX!YEG^4kma$1<=SwOIg5`Pcy|S8nugY`p+p3xM+Ps2beSZbPrfTlJ zA&I2`_2ZeZ7gN4|d=+0m z?kM>>0)m`@BY3M6a5AMpF;faO*sIermBAT&h+nM^aQdkOiv8394gJ&sIrYJ*{nP`e zX6k|0WXg%x^iwf-{ejZKowDm@JvOHv7)z}`R-XvHz=^4PpdB0dcIu5WwbcWoa_WIn zrXCn+)dM5>sV4P63p%}p^1@zScE`HEdLXQ*2RIG^n{|wVAx4Qe{tlaTz`S$}nH%a7 zG&!(uLeLX3>F{;)RH4Y|R#i+oiUcrMoF6r?Nk=h#(}5MPap=udebGQ>77bM<9TrY= z%=9w+&ggTpW~1Ge!@H|+2}R`u35Q5IWVz8Dm+0G?`VAY9fU3Sx5%!^(92HXo91g_9 zF-XjcwGRq2%B)@cptV};fCZ`4Mbb04Q8OzP3c3Nd;Kh6{4V=Fd>IRr`orV~o0M%;H z&4{Ihh3qzkyH2$RZY9?+KKY9LwFLMgp>wTQba`6Rsn+o&qDid9%We`ipCZg!r#mjS z!+NC^L%bu23*nE`2w){F=#>x#B>>$cre>y+DRrn75-r%FmP-zOQtD7EWvqx`I(|#! zCt)NT%#crQiCuk(WDJ|~<;p^-qc6s^Lqq0-KX&z)4mCetgc2+63k)Mxu)%W*FfU8h zHEevM71n({CM`t4M&I%Wq0Cl|;q!)G$BbwuZJzCvW?dSmN>fz7wCm)Dw2sS#XeG50i*ifl2bIIkAY>!*0q z!gDIOx;sF3UtQ?Fhd|NH4#}dCA`cq4@?i29-=ZZ`s5`Uf-?j^DyUkY7>vwO< z8AdZ&vZVEgT%~Yf>2DF$^tXsX=x@L2@btHcYWg3vu14&`0;PP{e}3ooyMKKB_CG%@ zu1A93wg1{L-21uT|KP!U7GA&TLbmxu^fDTo;f~j_3n(Kea0+ZL+mmqXCAc_?EqT{k z`{6909UWtjn#t};DHL@{26?oGTgO1{O;H{~dt2h_`C2l(r3CuGSTy;)40|bU;6Tk0 z$rMM{{8Gt+HoPdj!|gb{4l!qB*mpUFPaai)T}W-*gLg7q0T8xrENC}&jht=$;3A5m zW_B>b&?bQG1iX7%|_$nLEl3b;&X7~YEE5<|GkYn0kdBUhVHV(u?5>G zSa=7Dv!rZ<8o26TSZ1?t3bX5KC;V1xsb9*M#s*r2dv)+Bi}5ijjlW3IMPRKRK6?ew zIvDf=$lYDH|Lx(v?bjbzvqN0n^}n`$?Am*t{_UnG#J|LngT8=?CR%n)Sgd7N+v4k2 zYuR=7;?*DN6l`vfsB$(^jXEGicpz}JW;^9@S&Q}WV5d2nt1jSh*$WOky{mg*{vO_T z5_$JAG(#2(j>099;d7}HfKoB`$JWJ<3Ys^Ap<|=~88`bDAfqNahK*tvAwuE(mJM?a8F1qMBq z;Y}w&M>SQnYR8NP|GRe#LadFY<=AZe^y9+(NSH03d0d2lGz7WRZX<{zT+#-lf8`__ zkaf{(2m<*?s+BMJ(vLr$VaN1-{BiP%rK&E+gQBgfG+)7OKhSG-RBC0sqp=lVB-!5= zN#=c#M7XDu;5uqbBRUDc*BKm}cKdm&ZMPe;c6)y%cD6-6ItMFOE~d4Uk7?~tq~Lr^ zYX_r?u&A@x*$7kpJn*YI3iPqc;?t*QSzK1_*u|c4>so+X8~14VLH(mgo+a=na-w7%Z_kSR#eu0=g1=$6$sRdpP8|)Ls%P!YgyhnJfJY z`)Jzlz#ERfdcTxcYoV^rMGntcPM6T?On`0h0oo$%T-esdQ0Q$oOrnV8?OpnYF1d&w zxOhRf5%(FV+yD-nS7c+{hF!sCaX!F>@Pnm^X46P5!Y7+BMJnOVv?BjS?O>-({&{Xb z?8@I)VLQY!Tpeghj0)W7=CknZLJkyz%kv5P4eadj$PN@`2Ht-ksN~V1e0IBANYj&| zVUuvn46u}#4fpL9;n$`F44%dAvDVR>RTwQ*PNvO)xeZ?+>iH2YZ@X{mgMV4Ny!GMM z8Dx3ej|WAIop4h%HUicG8yP)~1xGtD3>xxSCCnEGz)kKPj*Q*`@E$cl!JWju%LrOa;6ReWfh6P6OZJ7QpH?j) z&4&Er^N-LnNJQ1xB>)NP(y}y5KlMxNNetG3=Qs3j60^$6zQVquw)1I7XE!p)eJxB3 z%}4!sRo{xg4$iCIM=|TuK}|m1psXk@yJ6+C zAf|npupt7;fQrRU6zGAoc+&Exbj$Rev?dy)t^T6Uwyz)h6)&7Vo}=$f6s{oXZBr+`Cz(KPo=5PdgXI8~JC z)?Hw40Xl{ABU1>!b{;mM{#4OS7AaFj6FqB6j6yyo8K4`y3Bot*RI9ylj&GHZ`F0Rg zql}HcqY|Uhc10NTt~rLN(XHhy8eV{P0iqi8q=1dVp=mnWm6i$P&14;eO<(YjdE`dc z?+fEth)IfAZ54bni~G%v*a~rm*ZyFW2oD-UXv?V)X`IV&^VE!;^z?V1^}Cxqp_G#7 zuW>?jZTr!KUw?GV&3oklSS zmZmh9@M-*55)2cMUR{~{S&na2zOZ@RjN*OO_uaxCJg`J3o5 ze-kM*1K7GpTqGiGwSp9)X4=CP`zZK~l7*^>ZP>tt2&tg7u;MAU52TA^Ex`9XIEpJb zeoGSm{>|VikkcJF@mHZ{wnCi)twJkp{Qw!%MKF;O9SDUaMUezK)}m`_X~rhu&Nq^( zo9wDspA+_;!T1u?%B{1?`LM%PyU|t(C{9S7f11U?=7gmde(g$aRUQ;t!~xYb5~>Xa z_eyG$gQp*hHaU3ufHwI?UD`w|^CSXN53Oy`0<8p)bwthd^MTFu%?XEWCY_7yJGRnV zVWqWNxV1uFqSFSmc{rdiEzHL&a1ecC!m$`c-z(Mq$4D>n!gcjjX z--3GkkncE-rlg?mslkh25xSIO5v!@fPZeb8g3J~fLk(<3Fm?HGWkZg07QDX-4w~Rs zq!A=Ce(WUnC19Mz)Y>1qKC|u%kJuwsl|~8`RoXtu+CCaxAF7T5mkPu!c58Fn{f`J! zGVAe!QLzLU8}KLOo!H*{9uZ~>5*i36g%cj8&n!Ci{f~(7Hz%YSUX>w37tkqaofn>a zM3~ow-?@U$JX>(y52Fa6cR`0aqA1wasA!&f?hz4gK0_DibQ^ytbfVzs?l`wi;im^h zxL$GM;S~55-ui{x9z6`a^`P{>e2nSebd2fWe2nRDA5$m#|Da@5ECR=pvD?pZgc4nf zlu!;uBIr^Vu^dUL>%Kkd0&F#~tFOkq^&%IEF3zc}cCS_|)$17O%QCOSJ@he9${)>_ zPtKkDO3qPoj?%3B<)bzVpG1yMsxtJg%8*Q%oWmaaSk-U+%eU_7dY12fgTPywVt-`I zn!#+uz+g5j`USJO$9On`L#or2NKdHlTo&$p{R^_@A=P21ZXAT_ zI7i$?RK1#ItuX_xafUbpHa+&(A!oo+jIb=yv|W2`6lpDhsp@M{@lF-2!xE{ZLAw@R zF6sO6Y75_8$am-3*I<9d5MI{!#4LW~F+t14B$zBDW@&nlHT@mf?p73$TO>!Y0EK5n zLW~0keYBJO5F#*I&0b3^afZhmO-}-yqROA4kXCInqd?j-6gRx(N)AHaeylRssgH36YmRjdR#!53Unbgk zbTT6uV3Z6Fyi^9`Xr)?)i^CePz!?jQHM~JG+g3^5ilm6IArS76hm;7{Jw9}aaF{}8 z9kTFEcAqqTmYDCF-Y@JF;kGyM5rbs) z+fq*Bcr$r(mlPNrVAw$M7Qu%H-v%s}={{ifPBh+H{6NrOf{T0br%?--o|_f8c>sSr zEyxUZ?^kyUvl%J&1by+Uo%x+Wjjcx-VS3ALJB2Bjhiqqeidyy5mcszX^ zCgwI=@1oB*!wt7pW%#?)kfW698r>PWa~VWYox*1V2uf@V*Eman{^g9USKmo+@#e zkd1CC{jp4yuGs5&vkayydB0bnHCazlAJPRa&3c!eu0FyDzP*xvH%mqnXDIIwKm~gR zu+ja*#5>1ZD=DXk(r*4hHFJT5km6V85GlgQ&D3 zY<#A~M_6%N>~pG%trn8kMC@}*LbDPOG_|h@BG}>6w17R*oFHld4)hFnq4vV<Wq%2@FdAU~MA8NvWY`bbTb07Q#qB)(QV1-hPCOES4>NVZmAaC{0U^sKON!( zvZcleWXs%ICy*bI-olKW3(v#W5gxi(Ob`Q1Q3>I9x-|z-q?tjc$19YqR6rvj znzWGxc#Z8q-8+&DTf$0gXQg~Wr4S>PH)yBYN}&c6Ly@q>LwJiK@vi;Y=Ca}?$>sK! zB$u0Bl3Z?nNpiXECCTNkmn4@vUXonayd=4-eo1n<^(D#W>n}+zcfTaLeCZ|0WxsqW za`{YFmv?5-OLIp=w;0xSmMFxIkqpI8=R~magzXkBeQIvRipGeAzu2+n0U-zHJ2nc3 z$D(7b(fCD0Cqp}?YSY|F2>O-F;jpH;UX^KX{``_$t;6M~TJKOY6IJXQ?S}Vsv4nh2 z7un;K<|dJA6o)UsQKojoM@HcFv5`xL?U9!nz6&;p*NNFEQrX3|+Lx*=HXRdYHp0iI zH6Q=4*qYd%9OKp;o&sj?BTv;q$5X0X7Bv*$_n$LF1^DJaKXph2_~reoVEGRf4fMlX z4A~H~@fn+3k$Y|PQ(K3yI=2};0GL28H77Q$gh~6-s3;>Qof7`pO@2E{5#@o5E{&#&) z=5C}Pj-0#yw|&BF{#_sIKo{fUXZRCPv|Y0t*E>0Zrqr6>_2u=CbsGnZ|Jaus2g}pD zAt?|5&h)%1rO=X&-M)%((9k?JJgUqjPCY@PwWw<(d=Ea2S=}@yWREiJ;FSj zCTzvUbNEwW-R&-1ul&TG?5MW)6MOP)_x7RN?uPdtf!*%gt89d5f>g8@;h#^(pq-gI zHiT)UBNt(n+y!jSYqtLO0TJ%(h*VDYdv|pMk#HJ*VVsc^??l0Nnf7t5f4z=8=#(zi;hSPy5IZzTD zC53j{f_L?|#b)bbtkV=xlMjNW)u#KY<(cVI6LNuw+If}p_Y90qQp8mP}SD0`WbTtvuV}OggMnb zg9JGKy<4V-&^25P!%x39Q1%Q%+S3W2qmSkt80mTH9YODq-@`ksxwYV?aEI*q$br!Z zcY5@baLt4uU9$&q-Wl9~bLFya75~leY^(Th-ui=WdH>CC;8jaz|GFbkZ?MIh^MU&vAV2}(pt~flPM86EKlr}t-jZ3?b z`6MaD`3M1diF3=+N**fBlVZnJ4kIZ;xZY=^tysKP+HkIT=W;{f1umncY_)q47uyb; z&`f8~pzHzJz0kYi4dgHdy+8TL4TcV z$exOW6+~BegvQ=0;7!!y_o=_^ML=^WjQ4oE~3YqsPA~tBTnV0D!&! zRruvr+Kgzv>QL>Gm25g<5iXsr1#bk*SSTaO?VFYo5&r9JElhK_p*^?cu(AJZ0&maA zw-g`(ijHk_H?8Rnd?tXKS=9>fsM^gb^TXFzofApdhqj;Ix9IUhs-2Ehjv77=#zlt$ zUg%Jh(1F~w*kOm?Jf7?YjD%H9`0$lhTC{C~U2t$2iS)cIOQWp}{Lfl+E!6V%8&;cz zAC6@YM8^eMn3ESIvy7=5!jT+Y=$1o+hfFibuMjN9a~MQtG#r`(RJ|P!Gq1{A-=k@ zZFM)IrIQ||4O`RmNmd~=8FKq3UkUh&LpmlmUOF*pAmLF0%?5)v;^jM1_BEi*XeW5L zNF{o%R|;*#hx%%+k@FMljub2SpoTpZq8QdXJsj3ThSwcOYDO78b!v0Ky@R`5ryicX zGX(P6M_KYe>By7+amV4wt09p8b4q^OX?gMwomQX5S=Ku2#u-ZKpC38w(hsHW|1h#v z+yCVhr+K0Lf63iqqwJ20?ZTd6uzXia!W*XOB4p3F5%?JggqnOHK!E!LLXC|^LhCm^ z8ik*?L@nB#D9;DJ^91qMsKCbsv1b~w_3_wZyLV%+oFafRE}*CM%>T#Ez0g3NZ{sm+ z6jRh&w4)1CMVA15K!U$^w12k52C8L>I!ilx)D)$)qemVH;ABA7XuZ9?TWRN=-I7JQ z%cm8($c(ATjH#F**;iCJMYD1z{?oL&vth*}eMzf1C2SwyU`2;;bd;pDze2eYMdxm0% zIv+voLaJMVH|xa-;+&`vKa&xnbp{NvX3Q(o+Z{2j+`?|JSV>u?Mx7MV&-ln=AV~q3 zRwK-=FYmS+5=C~VeP7-!!rs3VLF(wIi@*`LxSh)Uno^#uK(S!Ub`CUyoyu;3-vV6D zsp4F%bmLTUAsiai+48NZ5FZ$m7OU7H-qscpEm`Q^i%N*}1V~L_X?Jr{Afw6Rw$<>*^AaqzNhqVVY8%B?0X@ z3@Pn!-=+#j{*tub1#YQWhC4e`zt3M3$R%_KVBjYRsJbWyeUr=7x9%lRm|qA zz{vSi#Vlx;aO-tX71Pt3LibcLBfasvr;78^n_~A=F*Chs=te^mwbE4a7N`w@jc+R! zUW+a%bgF%lduT5y@_Q94_g}E_-#gTP88=$%)ef~-p^hDDk&4P>+J~{RL?vc2nd^Bl zBowh{bx5AYDlvOy67GFdz!@%9S^>R$k>WAYt9YcmfPyr3Dl$X>SUl0UlLq2Stq09t6@mRyWfK0_|q9 zuYhW|nXo{osM0A2c%Kf^QlgvTujPifl!%WpOS9DhkBfa%gaGVMFGD(UNLe`pp$#~` zJ@B7nzbpb47J-%Shu5~GfHDX(4yfb;!+L4 zBo4G6J_l0!FgR}pJuoocR{rW?R7!~bX` zUpLWO9-_-Hg_IJq zZPU(dnUlH+d)y|}9`2G<*;ZRw#(cMv!$~P_z<812olb6!3}|xO6{!8C`2n5|?_a$h zbD0J**TZMHl=I1QJbMJc&is52Y%O7#vHG+!&HjJSMgmW?K?c>jLyv^%Oz52Isg~W+ z2(#A##FvugFZpyH;>0*sl3}=$xwHCgq0`R(G&*X?cpdSpGJtoa<0yx1y(5?Nrz@FW z1u*IdpY<8H)ki#)lJ>#iTkyk2W&Ihg4@Mh+#gW;(n`5*A+nf`lb(qn*8KZ^fBXTRo zXepxwqC|g2>kfs{Iy$H@TEHwk=V+%Nqb(f~qjgeNuqtEJ|CJeSsj7LJj+)Vybknh5 zv{ht9eM&b3MhmqJjkgxe_Z*{jhRkSPX0&d`Xx+Lp+VGH!HY7$nB4e~81~S?Zj5b8= zVL(TfZMBshjM0Y2h|xMJqjf1Hl6{2TcYeMP#%Nb%BOy2fMw=fAN62X1lI1UlWVAjz z`@0AifvYm27JCF}BXk-4;IV?#BBdR%1l&k6aJcOh$j^r&&2C&)Kz594#zO4I5nw!{ zEnyM7EKXq7Z{luj&M{8sv^6Oq9c;bv4Zm)M_RuVXFps@$qY0CM0P-1$6|J-W#@)h9 z(Vm%@m^HZGi(UAt)5sJctuf)Z4)lz1$YOxDc;T)$XvJ|Zbdhj>M7ZtmvhBrrK{jpvi znfb>Dt4+ATMH^@4t+=+|x~JNT>-q=Sic8D>CR{sj-BU5)Iv|wGM#_8wFi1uXRT-`P z`j9hP^YueybcsE2pNy$>0rtkmO<0{}!IuI$WpQTnp|y6*%KJ8naLrWq5!0%>Vu@3l z3$0P`4yhKJz0YiAl+K3P7H+-qpJEl>K9SyRoZB5q)BB%zC$PAIXz%dAn=9V4;PsQ{ zaYzzt3>5rLDs{DA<;U+QthFgc#T=$)?1N|ngKN^(!i^f$G{?$_n)=Nr?M_UpHyBqm zgb&Ojl^?9K0Zrp{sf$?whQp;|xOR5HT1fKfEOg;Ko?`qD_8HpV zTE&q!GCcfh`t*71(rq;u1x z&4SW`?*0~u6h0fG>#n=D3FDZj@dHosjkwr@KQ7NaN_Zws@NL3gPM|Zdt#@t98zT

{nLQFwhEisj{CR4 zL;eZ;D8f=s%yQi9y5D9G)zuo@^xbbOzaAIAxxZ4i&G#RsY7I8GzVG9s!!_fc@7uci zwrYRigu$vdFs~GLZ2gvPfF0Yk#Zq66i_KfMWw2w^t~-!mVaF)pDf-OX-flTeUQUYM zymgx}fw}Hy+k|O;u_oL@4_MODR^u~x+(KaFoUrGT z#YDMSo-LP1v&4oG5|(+niCH48yYW(zkl5&I2}cPUI1F~C*bIyMw!_%=U-5$?Z-08b zFrUZWNQ@Tf%#m_S`W%CT-uV{4Lsi)K^!7uKx-7dd9NaF9GW)N6n8|I%#WmMGT*+<+ zQa*d#!HN~XM&K-bZ`ja8JRI1X}px_NE{v! zR-eOe#qfl7r^1dF3<*rDN~>|T(Aqi7|CRJc9`j%HgZn?) z9M&H`huVDfwrd^*16bAjC{M~>+^@wSj~M_Ztij^~GXP4s>zYS1K#mpHJbLI!nK`C> zdk0wC7x816a^KxMg!%HfcVrgjlyFm;un%{uzHPC*;Lq~y9r?VzC1t|^Lls`sdAak` z;}>C3C2jO1>o!kz7H;^^#SvCqx?o_-hc1Q>m-Z31I(+D2wr?Pj-GKlPwLdNY4q4O~ z-;~ItVS*5C*n?!pRD&48)Tzw3%WLC~miX79o>ai5e6wZXP3_lS;?yiKC z2>%cU|8v0n?y&QF`5g!qWNyTdN|%k>9~0&)NP%dyT_$D^QdT3Sq=ng!yE}1b-D?)# z@z|l)tj)@1w|O1D%4O#a$j<4X-I{g%vRl8dD!X@9`AEpzuG&qJN@!C{dspijA=zJo z4H3d0M%FUReEg4(2{S6}9hZ7Yyo38Z^M0O`m|ZJ&itx8@WH*cs4v^+dV((_g#ZzX@ z7j_EU1%7&3EW?kVqMh)->rb0072#m=a8WnzbLTY69_x-&_!q4NtcPy;o?i~YnmYT7M6vZNXvk-zd-ZmW3?^-p} zx$ZS-!+hXq^LUG}|8n^}ljd`Mmd|^SHXoDEVCTg)gB!9829DNa3br+HsSRyz&)l_B zn6h~uKM>rv;G*~Lo$S`ul9-)H_~hL?d08*nygq&R&P@JYv2tg%ua-QFg9+43q$sfn zhd%icGN!&oJmd#q?!hqWy7P@cDBbiyaHAs|a|?{L;XhcZWWm=wYtz?loCV>*H}gVK z;>c4z8#KCX-Y6`3&fdHukXhZG8a!)NZk}#LZImYzLSqLw50tqj@;VfJ_v_^wohi5BW*h#bGiAr;pA=>X zQtV7w_HR!fdKuZD?(VnVhy zk`$kl=tP6ii#urlq{0K!D894xdLam7v*r57VMqC&XAKrwQ*&rK)+mQJM^F+Q(j=b` z=r|U~rsMZ5)91yajlA&;K@+w`!kLyjS*IphKS#EUv0XS=n}or3N_OBNOdY(}-SafO;5N_? zJ9zI~|FkfhkbpU`2p2!bAM4<~4A(n2fd=8Kd!8PeLhJespjpYQWb;~k@6$X3mg3^u z_u9u{Vpih%{(Gq?L(40z*RGZ1xV~p)#c_QluJ^9Aj_Yf2@%+k)}u|?+YSz)-k!RpN{$H!+*ZZ#kuf>XI@8&R zT2Qz>l{;LOh&U)L`Xl*uhTpv+5J9-%3K9H6b>J8kRmOvS@n_7jnj=Hg(n@iisE7;+*b*i&y z6DwvS)Nu#5WNR=d8~-^C_>WGl6=kJHgtSVimCH%=5C8Ra4yIenO?+%p@m+6a-}M?N z-B5ad`n3Te9jIw0tn!jh#f5%8(tCfk?XW)5VYQF+k&s{Urz0kRc|T@3m`uMyd=Et67a~qE+6mjvnU;s8B_(O!zSe8lmGtI;SaOTKRLpQQLj)t z{RwXybBqZ8=%iyrc+0UO{F7rv_@~E;@YZ?}o-^d|J|!F82Vs6bTJxl8&agc8Yhykf zhTi>yyX#+2lio$c0x1ap;MY9uJ4^{57@XqF;nuiD3A=||zWWCWi*&jY?;39TasUb? z+au_ic{R@o=NvhD!gwLhA8z^b0jtii0jpm8UHJy5t|M^R<-2$AfLd47ncih}?%$r_ z_HUlU*#1Dj+%(+&xOedWecy2FTZ3cOp1*G$IzJ#{;nFEaez*?BE7{_qnDgo|J@O3y zUxv%@Ys829mpU&X-NUW#1A~ADy;h3z>fC&;{C8g`9qaMkOE%T;Ui@rQ@Y6Kc$ne;)1}sUcL(sk6}g@5Akn z8bV-F51x?YfwSu@^j=gCdb##{f1P>Eyy5Z~rpLCKIeJI2ZLPsolX~!&+_rUgoqOaT z>b#27TQ2XZbNkJx^ER%#&K&El^-%2Oq{{c!nFH2ko0;PPY;Ad8y$IHj+p?S~EkDKdU z-*f9cfB&)0O3E2!^2U)1 zB88YES4VD1Fkyo6xRm1nWkgL%l+Z>@6;Y|3xdVwxE$2ouBMO`7OR9sarBR097^UUh zZgN_a+9CLHGBqYU%5eKzY$%^7wcw@d3oU204e0nqlZM#wi`PDJL{=YveZvq5FT4J! zBO?5(i9@tr+PnJDg#S^>g=S6f-vooUGI~;q8*hCzfNYNx_*`G$J`QgFNA8)f@=TBBawLfuc9cVul)uLUQeL0)xkGI)?NyLE_ zV{(_~Ch+)0utS1Zt9~;VWH`8TkT9Pyyy?5t^;(Q`{6!aXFd)I+2OGET&X8YLZO;OJ zN^=`M$VYBC8q$jnP5N@{$k|%ckh?VrpLsp34fnr^J7nykt+~f?e6Y*yG}An)$Fi~S zA+3BZ#*|SDV(QwKG-L-wX9SDuRPDh9{dh)eLa$}9r$Z*1-rH!?aNyXx@vj3I#qgG!Z7GRn#vKg zbn1nov#54ySVw;IjP@4?>RwpV77j7lL()@_~?k= z)p8i(b66(YtJt8oL#rPYd(4Z(aWhXD$Z5 zx#!tm{PF*p`{CQW?kHT{r5CR@a{ffQ@w%CbeWGRV83GWlSUQsg2=bm;FrzKFu-biy z<}LZ*RQV7gy5g@U4#{ok-C0~9VxU@>H}%96iH(8@b`eNFL;L}wlmgd0xs{MGEW*bKoEaI&AKaWhggzQP-Xavhp?Sv~hze7E<_{#8} zze`#ECzL8?q@Gbt#Sf{s(Bx(kF zt%#1JP3|OM;rltULHjJdIa;@b&z~BNrv8l`T$d3m>C~u*Xh7j_w=O1;$1@Z2w>$jJYi)pm`5$5_&_6SlFm(c-%j7o7`MkM{`+4H*U{ttolq(u zDk>@{Dn?Wi5K)PuVkBA$C@O04P*6)P6b&jSXf%=t^5>g#?Z-LwE((&2h{HPj?6ddW zYp=EDTJ!l$?a&u`PeQ?>CD0;T3mu$X2?i8)LO0Q?;d-66FLx^VlAkvf^0#VG-z#|b z=-b*eDnxC`m~egrW=L1FR9C2FId7vt^$?P)ISE(kYW#fkcxQs97n{l@)T;E+*lViL z4YhoPRhV0-c$tvF1CtoG?tw{qh^Ep}Ll~+HNGjOPbE8Er@97+An$~XO^7fD^NSb`w zZ9>T*Of%&)Vman{fErdF&4bJopo2};YWlf_OkLgqq_ob|VPj;R{S-b@RA|lO4GiX{ z4hHO?t8=^`>g<=1V~o}c+v=>{DYvB6keCVm5kmXSgg%%GCCGnu9N~872WcNn=$L~a zIeBSsND(W#5i6zuNrC1uE0*)1#~kQI90)|}e3kaVfz^bHogZvD5V_`iL@_^v>$u42 z`I?v+tCGxE6*1#ra9%FKi~wFHo^&yg1F94|$| zJwZ+buLGl8X?cSDHkam^sv7kWoeh>?`PVg&%CdS$Fn>H5>tN={e~yflI5HOKE;r z>tWzcFu5MeM?sPCeVvd?J z@aRPbaia&>SFk+oci?H?^7O@Nr)H-5am3YWDyl|YoesCwUB~G(xH`~jaJBc%g9m3G z%nyq<# z9X1m)btVM6u4v-&WngMWOpRHeuhA*4TcC5=`MeT^qx7)=RLMx9Gqbe_D-cDTxtfZ0VN#l@`mf! z>V7f*RuijqJO3s?|mkucxJzc$xPLl`T5ma+*#<*wK}fb!a$hKSSR2LU}ibfyhzG6YV$YRFTc{x=6xe%!@<2;zhSy-t{`=MXw8a z*Y8H&^*WVzxfCFHv63b}c+q2C^!P5zl74scu8eq5#=Mv<<;9>QF9xOZZV>TemU+?R zo%HBvC#{WkQioe;dC|p`cJ0(23EfV!vOZG^we2?@x+asG* zXPac_N@=!4Ded1TndDKQHPMuId6RU@Hc77&9*wt48kfpPbovq6E)P0g?3bk+ddT~w zcW4~y9|DKQ`(>vb`sdg$-5&N!w^Pk?uug*!%J)lfXmY>wm_t#Ox8Tt%v>fV{ZkaR_ z)FWCxLR%(gLZ^GCYhVJ#i)4(=%6olyZj5RR2YM zxi@L!sn%(Nf7c>-4K|*jn6J=jQ(eq^Cmy7Kzde{A`Z-i_YAOU}Vr>BTQf%kxVBqOg zo%C6qtYmd^P^o!maF6DlL0~zVP$#pjPQtu1C^YY6*}Rj5#>DERamc&_boTrZoyt?e z?=Lu_Fia2CL-nwK(}Snu^WV=c)YRpNqD-u=ft|@($h>n@WZsb_=A8;X z^eawASFlB=M8ULN7>TXQimlcI3IKf6Pr>X$r>K%am*Jp$7<3rbygIuu=2ZvHCD9Ic zYX=xLw&(=q7M;Dsc(dU!ar(k`gcwWzW)3Xl<+@=!n5GlFmrL?q?r`uP)pyl{>$I3eS9(Wy8MnU#@fh8`eGl z9R>c&mGIwD5&sSAn*YYry!U(LKc|HMoCN=2l2QF{O+`%WwCXVSUR_?%*fT$Z4V{Gd zGQo!29Ci5E@L>2){4KKKcRppqzgaf?&S7K2E4wwQx}C)En1iu@BUk3%$d&mw*s4mJ z;X#?N=&gSv!wgx)3^@=HJ#M!VJstfUK3ldE5k04NWm7HnaKtuMX>F>qZ#LCK^l+pP z!NU>TR6F%>r2DKC9=c7{>%pelxrd{hh#r}+sdnYzC^4vdVMLGQh@MkB*i$9!sgaMv z+EWugj>w)W4`W1+{4}Bm5j{758qxDF573l@_p9p zY@a>obhgoU&gL0r^D1WZf$(E`-TE=R^O1Do$2_&Ke$0OEx!zx=AM-HnxxMydmT+@7 ze$3>a+l`l`b3dlEe#|cS-BLehf=A{wvrw0c|wbDP)uBAD<0y?>UiR}a9hW2O^c4CCn;N$zhnR&WE=3;?G9 z4am&YYKEElBUB9YtFh?{v;60;GI+&KCDRu80vIQrNyG5%0ScvFdkjlP$a9{>?t{q( z*hZfA2<)WR$h;toj{>07@+m^7K<{C;juttK7s%j-48ul23#rMKim@-aKMM-74zb4> zmBP0Luc>olEJ6!HC?jOUX>3Iz5JJh>4KB`FWJ4zp;1WDbz`)OD3nM_pNT6+CxbR8^ zPM09OFKR!=K7=|kKjg9$$aDoHALo|ZNhS^hCR|8yiN3ii&U~D8VBW#h4lF_MPMwBCjHA4baBm~L< zh~EzgmxhsYvB%*B^^ zSML9q9vfD)! zYw8p7=tTYFFjk@iK_R1^Nf!Yd533yzf|^qy_Q(J}VQ%M7_{Stxl!g2xaFmfwW|H_$ zo~>!bDOv=N4c01nVi+b;G^{dsd~lwi`>GNkQD-Gl@dyt_%izwVEut30S}xEi)# zOrw)3t*+q0oO%Y^4NtD5lJQDA#Zf|-hi9G!@0mkbYRc?g{F(@UF@+&@Vw_0-pCVv0 zVa61Ly(eg4HUYyac=u~Cv@&L)Xi(oXV`&#e=bM>edi!<^-si^PeQkobOX>>lKv58* z#Y+IT4Ay_4AWd){p^DM=g9WFKG$ic11d>K5j4!d}TLw>m5xWG2)a)8s44yg`UnNHP!q3Kg%Qi1Q-t7XTa-7;IBgD516iA9T zkW)h7SXnHn(SjzRGQbq$zQ|D{a`b zi=Y4*Z2LNOc#coihJcYg+Z(zEOl)Al#3CR|$MQ;n<{8(FW&RTkr$)%5ffj&5&G3gs z=R#k}6XX~|s5_7oW&apk(TpnEs_V4$s>bj?9%O0KO$9}$v+B&cDpyG5xY%E3eHQyS zAlm?@w(QvO8}HijZz@=JtndFoIx~&TE1GIFUK;|tc@!M8eBsB!Q1})W*Md7JC8!Hj zc%cF0lOXpqI>#}$e+V0)Afn-fL2oef<&t~Xi(tWc-y#kJ3lx4d3t#Dk z@RfEA0jCmF7|q`Ubu>}J-W3gMOmY^GibS)3-hWInc<>+ma`vD;s!K)>UH{(=>S2uyx%`CZLgWxF-Kt6`%!@_8`J^HbriOoj@(zo=6 z4I;RI5JTQZ(5b31*=wiL^MC}2)!5Vo&9$stiU^1+L`!90RLTgv>>^aGGivcKWfj`-o_3E4wP+FG0!8UnG z5-qhc<_<+bh7b;93D09ex0Slukb6aE(Asqq%6v~vatOpe_hW$ErnvKmn9qODOo zO&0u7JJ?YOOtT|yF0tQa#>=INj}3g@yv-40?)-V1W60cnmu~I^GS@WlLhbNE-M|aA zV;zZ*GX!JB(Oau}k_@O*BCuP>j40_L$NzVrm(QdHrl2N0v*3eS8(KGSe^boHsZ7C{ z^uiOXpV|3~XYX1ub2cIVLOPiA?l14S@9EjwK73uw*3P7T7hLzNg}-@h!viyC&zdC8 zu9U-RQ=nyfMA7&Ewd5JEKXl(Uf4utbyZ=}8h=p(bY{P+DXI=mAi6^}O@q2f_({ix& z1U%rwXAfTe#Qs&whj*mkQ1p2vm7_&{-YJFebgQ8y_|J0YNU*F@**O=y4wn2`hWq2>23oafN&b)!6J@=J? zp}pvpGTOPKS>AzmFZeKH`Ec>Q&qaK=AwPRNI#yDpj`=sx1T7)+P5p zAFo9BKOa+_M?dtltx2j&yQg|6EWG!T=R0TNL*ur#+1oqkw$nwlNs&#${A4-|KCFjm z2YR+GxsZuL_Mv8J+SICT^$6_*d+SMU_?$3fLR5IgUAO0w?Nn<(PEv$wY(|VzqxfS4 z#IJFxfe?_<)f&5|(M1UABscB9WV;C7H^RR}GJ}n=%B7a>Of9{HAZMPbPkVv8!J=!pJ;jKm@zK=krTjcflBp@SRFJGZP5D zbRQYPgGcKNDdwamrOQVTCQ`U2Zf>k)%kEDF!Wn&&4`YBnafwCTGW( zcgUPoWe7pmw5;9EiwWKpjwx~-GO{YRbSq+$5aC8!qzRJKMjQ|-pq*55?F?xJcWHJ% zx?Kc|$FqmS8nRro?@^vauI*s$gz`Fdo`D_0xF(>M!fnL}y*lMj>3xM32IzgFq08zl zeWtZ!0BPMkfVAe1A2?c1cHOR%nHD@XY$qHGJE1aT$%f{@0YQ8)wis;uBD)2Hk84>7 z3}!*_B8$6!N-yc`7M&5=c63DOe9JtbL?%U0aw1A@L}{@kN)$8@d|V5Aq;)sB!KSmx zuQ|3zEw{I_H-(xIomniw0rnd%X44@S(#3MTYL%f~#4MGuY$+SmYRRtMHIgvgm1&js zR>#Qc+A*JiG$pa+7Nk z)gP?CueKQcd;%@>BZU8?RBERB|EyV^4eU`b?0c(C1aE(h&BQdxOV7aAIQQ)~5m}U_ zcF3B{r^ywmwKNSyGe7)J%fK1yZfcmd=;Ln3(aWr5z3)Pr2(ga(9m;xV>B!cWS!Ns69r z7(|x;pvX34LB-2*baJFqi;+e)xw_ygr(D-|VHc=6rnO>{(OG zEY<5|NBrwRkiV$q^+i`c{^YC2g8XYYuDNC7 zN4IbNy#W0IY5um~eK_l~)h}$Jar|V#%WrI(^T>N&2l*ci1o=O_`@)4=ue@UI4zd8; z_^aRDxbW(>``!}+)<1V{yX2F1Zn*xM4fKGUFT8Q*iw`&7denf?Uor23?d#S)b<2LD z-!gZ}>fhbA=I*Z#82y7gpSgC!?hRMHNA&OAzTxfJPs~~P?ExF#YnE)>vS!Zp2fqUH z^WMH__O*9hd|~Z?HUH;teQ;I#746S2oC*5BU47-#A6g z`9CadxqjaDuiyO#F<|ray?a(%`qRZbFMf#Hf7?YnK3TDJXY;f4fPSsNt$*xs{T+~o zx39hBrWGGvwO}31oAWPtZ^HvyFTL@~nf-2fd(RCYkP+Rm=B@{?zIfJ+|A}^Ab@dwu zZd!2NRqOiS;d}phWH!8(%^Mf5zwxp+n$Yg$cfbDbo@*BW?7#K9+07pxnR&9{wzuzF zv3mLLyJ&*%`=s@;-)~-a_xAqx_xz8K%slzs(~n)%e97f|KTiV2t!)cl*>LfkKlZ=f zOFlj_^W>hEmfzg=$6GgyLc4F+w|DpLTOXZ0tl!OEb%dII-G#dzzhv9bA2|xme&wNu zmaf}%!NRZfyV)&AXqIez>!KCcKYsfbgJ$1-!xPu7d*!Y)`|~qe`pQOlnry&x4pJ%&f_ip@9>uWM`rJN za`E1eH{5pV@1~>OyYIPu>HYT{xb5uzui-~%o~(IfZR-cu+;`ut)Zd?6{_$^rwf@>S z&+GpheuTRFu8SY~#WQz4|I3kR_QJ>R_{BvRzB>0?{a?Y4P_wrz*?Qd@s}|kzUugEz z*X};>&`WcEn(P1iec;G&<<;*#b=7YUp1nl-Me?)&$CvHy$r z5t=4f-SPX~o7&#G>s8uxuD|!jmv7$x{N>m5f17XVx#9g=T@M_Y)%DhES~p*}2k9N%c+JG6_J~%Mvf*YFe|KM6$2A3{=`0kr7 zy!5fFXAam4T=B-;3pcLb_eP%VsB`!J^uy~e+PQe(=>Pimd7Iu|xc{ar=>=9?{OjMG zzhckz-|0VpUiHe6k!Ih#_N||--}5jVnAe{F z!6&zV^5GK?tz~WV<6r*#z6m@^_zl z{Edcww|jlh?e0pjozRzdue$&7wIBTU){8S}_TztC`oQuR-v9mo)7=JL+ZXbWKHT=< zj{e(o z?%DMC9nY?3)8v{*KfLjcd*-hD%z)AV-HmM*Z8`8t>tobGtsfm|yY9MIe|-+M8o}?3)Xw4j1u(q`I#nh!xl#-dQ?`Ax?b_Ex zu>S87<2Fv!gsIS+?_)Tlt3l233Tj3k?{Um@Q^&cL;*Rl7#;n=&I+Bekz<3vqmp}PB z=NjA8ADb2Fo;%>_TAP0R`r%2}YU?ZE-X=fo={w=xrEBd!TrHlr*Akw}gb`(@Mp)DW z%53CifddYMt2G66?h!WH9hpWlcpsemRePjtv|H!AKLF z=oXtr8sEaXqz7e$@<1cU*|4KUU}RI3QbO9a$=Y}e*}ddrn+)KN4`clIF8P>a{CVVE zn`#`wnq&%|O9!seMFQ1P(LkQeX~>jV%h(P9VLPN5e@2-c(0fnFjI*CA#93rm_+Y?*9P*U%UF~~8(hv$kMlGn05l{ou2#Yq zX3xftMZDTp`y$TDIE&J04R;h#vLHh=H7FGu>tt|w9p?-nxi8GmR)j|yCT>WrAPx3C))<3>Z1iwCB_#x%nt3t}Woev=C6^D;>`!PL{J}6~|ct2Ng7+t_UnZZZ^FJkjE zcpkV-Qy5i4bNu+a350zREdHin2EX7kL4w$2h#BH10xKg(6-EIAzsxA+GlWj!776lP zQ#lISW-|;jZegl2_{b!HnTVXXvc**owf)|_;vTg>!UDezRTx9sVxLX7L7bl2LP_m z)fKAnnL)3iUV%>QDk2!XmIBI{=1}e^q}oUOYf$Zg!l!GQcqM?3AD*azuqAUX}E zVhHH4jIP9jaTGzbVeL|lx>`F^-JhsN9Z(L(U?e@{2kSv29iayi4A-RQ^Dme+cm9%= z=9w23RN~uNl>l23zOE#B840}AdJwvGOFDy8S;vTHk|6OL} z46|2GZz@O@pz^i)C~TKa!QRj7O1$?`aR_^*K8k|YYmLa~jL08tM1DBWry(PR9-?b8 zgg{^~NIe9R%C}SklfFS^u)YFh48l0Nw9-F^swng(kO7M zCIsUE&!J;=*2w8i7*2U^xb2>7P6DqEfKh?23GSav-+h|9 ztRvM$>?Mech2>(>1|L;2Rgzti;C!r)fVPh~UzKyd=1ih^s}!8OlR;i1tplv_)D>vW zqjkU~a~IH?uns(s0!)twQH3CmYWO3d>>~-}igBtwl2NsbCV5;-$-@GhI+-ROfFQ6E zH!%2NvBBb8z^XRSXN5UJa*_nrW*16Y7F{9`;-FYn#I<-m=)-iP4^?z*(@MUZ+?#-C z1uZy|A_b1+L?HoFMXE0;`qf3VZ^L>K95kfy3Y#qyY@8VGON4o#G*Yi(@ScK0TM*^y z2iHzuF~sq;3dInIbmUMBQ3NQE@y|&%k(G3tc}P`A2#h6^DzpR6nJ6qALa6DI+#bC6 zl}OG#tBfW|&kjRH@%DO+V^IZy?Za7GZk%2aCUb7E>vPcbvZh5Oa1{K1Ed@pjA%emL z`xb5yl}HHgKZZ1rJH*}|Ere%?khmpth(INZ@+r8F!L7>ego0p zixUeL#DEUX3rgs}AfxnGPT+HkHVOEd&l3V4nRHx2U|}Sf^TSn*MIH;-m&-eefuq%) zFxj|vbIOi8vSI|u?iYQQf!^%!H71|Lpb}ozEMPjoEM}`4H z2(t$}=#|G+`^hVyfUvm(`dDzw*Zi)AI2Xccy|GQ0YV+zFgfu{aO0Ao>3G*gSV3b$k z;O#eJAcB@Rwk3!7f0V#nyn4;Gm%Y3A=4YOYp){^|dC66ezWD0$Z}l5VV>axOT`Vlg z$wkV)W3{{&hcLvWW7U5akTI6C=5FV)v_sk3C2495T@>n_!iiCxx&d+tt~`#xo5;q5 z*TAwK5g|wrVivy#cW77*sb?ura51h%*(k|X0BwwIl(JD zK~qTUu9;6cr*PP0%v?_A?3~VR)qSP&9ouR1W!P);Bv-Kr9-nAoEE9dAg_$d3oXTLy z=d~~kWU(NE-%cd0x&d1CIZ@IkkGz2I!e!-(XF|c#DwrFT{}!UC;wM^RTBY4K{eSC} zQJ72it$s-u-&}YvK9C2TDw-WQcR9}FkZc>CxgKZiYPfs#OG#Gg{0YeT<)^H@2e+CQ zd>~(SF%BNXpES3e&pdrk{DhVFlso}IedzCCN6;zW)+ zbI*gX_F}kJDf@sO{D79luL_gJaN!_&9H#M_hs&O@@!?l{vHgbP!>n2D!c>^cXSMTE zy!66$VXnfr6pIfZ;KU+6!H6pdOX%ALhS?j#R$H-v&8NUCw8}7)hwmdj<6*~KS=^~dzGb2r|<6P>%|{+-;Ni*T?5e{$Tp%W=F5 ze=^*;Ywq8f?A-4$zHTiyc}@FH5p4Ym8~8-Y2{u#W`D4gL2slep6UH#`q`eXwV-sU( zsUKToAxlN_^RV0zs}ak6p5Ych52fO&ZwetEUVw4C`kO+`{N}=fTDaf(Xw-zrYDlgg z-m4hfH#Qxs>2UOz+!>YVB$4&B@~!WF?p+pM(qs)#@^{~59ZFlIbW1R0bH%)uT#;)z zH69P40Vgz5!s*VivXRv(;0Ol$PN0p!BhYAo{938ci_wm;@Bq`^{3k2Gw9^Aie~=R4 zyd-oBhAkkN`Cy!?H!Z(@O_H60p z3~$B<*ybDxe|v~Sbv zv7_Mw_{&Nh4JAN!7(wken%ytHE`kTYPad_Ih&NC$_-C}5lp4>=58&HW@Vhz|uQXXU zbhk9uywDZRbZ=-Lf~2?i8$LNJOC`PD_2iB@u_I{XoP;CjkvZj#pdJ>tO}FfVV)z_B z94*XR9PGfKG%IfNZ{8)$t2j|*9ZySk^-dvnoQ>r;Zo^eR z(_j8hFX%Jz`Iqb#CT*_8hsSGi`^CG3S&S2|MQp=~B{<<&#q*NgN&08@WQrgi;lW;; zBYHM%Jltzqy=&W}y{30ogu$Dnrq!t>^p*|nB|Rf(y2jwn1d!TL1PcIquqpVXNjOMJ zng}lZItk~sPSIqGd?5vjI86kO2}=LM&QHgh6%;XYXb*ctG*u~~qz_XV8=VLsldVhp z@7^Gc3Rc(KElZftY8INu{QqPtfkl_09!Rl@S6d{`j|xJBR?3VKc@Y~HSSA`R1Z`{* zR=6e2t+2uYPuB_NkBSTkVa*A`_dKVISd6`jfz~ZzPAMGcs_x-9zuRSeN9rv9VFA+8~p6je8%$x=@!P18{cA%b!@(hB7y*G88LDF9nmxB} z4xzso5%=aWl=lt$5I?wKstm=~FynDMP+258f zxp%-@+In9y$s{Hp*)7mT!ICMo`BI<^S(*YfhLq)6vwYQd5gaH4E%n3gzGA|> zhDG=Z!*ZvTUZTqoFBWzgj>9ekQd?(T7I`p?2=<+pl>88Nh)(jz84x`5*?fx4rB2d? z@5K9Gu=!LtvJk))mP@gYVfyIP2#@Ra2$#~cMqG#M+GHYnT>YzSde8Tf-dB1}@AlI1 zv51#MFa)mzLBd5nLgUl*;Pi#7*Y4aN%h)@&$6URfe(3v3wrKT^h~VPYJ7R(t(hq$n zxNl2LaQ~JB!ChO*37%Y1q{<@MS{U0qzrgjVh_wS^#NZc0JD}KV4m(WxWmzdS-kH|o ziJ%XXfvJ5w%rf-Dx~P;E1_?(C*K#jjxR!feE?ld;c;Q;@@xryr^BXOd5iyYwUD9ZX zNsM9&4gMrc;FQGjDY{-hMNHz`Ok!%svFbEncn{E2!|is*3kk81e(3w)Z<-bRsn*VV zDJHmven=9W%mf>Y)|yPlxtl-BXxRV|wmihMUbd$|gKA(~!zixblC(9jNt`MfS~CI}24YUM#b5B#>U7XnNI1PjSfLFpY1(gU<7@%Q zRyb~j+p8p7pmVaT`bM_Bmt@!UjqKizWP3N#+iq=(*Nr7@@kqDO4}G6HNrJm??Uvvf zp{*7kkKn=6;28l+PpM--bgGF6&WE!Kj%PBGp>$pckGz)Dji$Z?PraUZ2o-zG*m{Gc zxI|Gi>N6W2C(QomUrE3u_wubjSnz6WNnh}4{MPOCL+|vGAthTxGVyd(_lc*yRdtdi z=l7Rn*R5Hx|98scOO_3@A6coq5!8p=XNEs}JsWa;g%WoHbmJB8w(OAQ6r{j8l6a~9b-M@^n zQVD*H_dsrJ%DUtEIT=J!(&JnM(K>xbUGUyFbqWHFJ4s&*e@cp0U`%vGd>0VNg+i5J zw=A1eIr5RnRlp!kwK*xK3vuBHB}bZuPi|5pXB2WLA@COQ8ibx+2OG7cbN{>GHc{cr zBJ-PzR16zeUSaEAvKWv>L^c%|*nibd5xn$u6vz%!wK7EtF}AxU;dqNML&Fv!=*}9o z7vA76n8j;$_SqWM0cL#6A;XMwUZklhErBPfHg2i)K3SbNHkp$pJpRT1R(I7SzcF`N z$MTV|p|5MuGPvU(Iu?z*LMnHr{7JbiMg%GBmWu7Uk@%%O%qU4xb)kdvEv(-}&UBaf z(mFdt=o%>XxlzJHn1aK4g;L$L$LY`>Cu)xfwtt!Y8<`}%f4A1vwFL>`d|!GxKDN12 zsJuKXENTJo{8QwkpK?`!zKMUXl=y7MzQjN9MbXdv$>s8TyWA!7DYtc>PuU-mtG9Ja zvMW>j#!NRf*Kg}bGf~dBYmy)Im!#7r$z9v}*_mCFT+qMHoa=Nq=H1imrRlo&Nx7#Y z`Oi}nQ+WnS&Tf%PW|QBHa)?F?F1H#c9~+d(5TvqEt`9}r3V%|`!Weom-B89#6nd9o z00}La!4nnXLfE^v+jw&vr?BScM4ZCiH^1Jm?n)Aze_h`QcB+9T32qvQ7A8Y8<~`kQ zXh!b{CL4)B|2jwea zGL?2w_o=j}Cli#h3rrN%QH_-ni<2N{?j0;Es5`g<2!6ff>~MoQLvWI8t?^EF8{?!| zQRTU=E0y4&;^4NhHf+#(jy)=f;6eE1=hBJb;NScHeV5d0J`IT#i9zE?fYZf%_2-0X7c4!d&_(NZ;wHCP$bpY@4N5c__q+lCMb_;U zR%qQOAho8D7>8*06lE-(Ov$$-38!$Xh9pb2MM8$l4_1v7hlA(j1N-1AdY2ppP~(G= zA#)^n;l>=!Wo!YeD%=Pcd)A12B`nG+j6H0X9KvQRt!QZ`ARTj0&K8B?{+dv5&BCz9 zJd=jikVoK;m%{vo(PDy0QNPmz7=0x@QPlF>8dKyd zp=^Bb^C_A>*A|J!BbT=}dYu=QbP=PAy&Iv0~Z~B`h-S+G4N_QJXu2 zZPmjr+Vee=LZXB;$J^RSBOOr~GG5qv>6#CT{Pzy{;utN>6N2fF6e9Xj)E@A~SF|*# ziDE+7gpDFjn&cKvz_HKIf4koHUW5AQaq6qw5fiA}f@O_n{V&!FWZuj=Ht&>ndU(4Z zmYIRhFZeL@@UHznT0$dV`?^S|w`?!6mM39H~dGvf!BjSshOBhVIbd;l8~Xo8CTA zL{l{_qmeG2t|=4>UcTg1Th^u=tS|qwL*&S46U?BNmD=4t{!49JRqF^ zeZY5G5!|wd$h690uxKQny+$I929IAvzpR&WdV(6M*2?kDd|SWDxFu;g)c^E~pg=FO z18@7m`;Xk78b@94j#JB#7vzmY=pvGDj7@y;M3=ldbUW9Mj6IDr@}`8FoI}^{Ya`smvKSFLR@Mdru49llww%uYZiM zAKBaM*YWko_V)Uehwuf)QCo}Y(R;GmqYv$Qg1X6OnN%sBU4OQ$lgD{z-@vU%D2_jw5K#b1)5QXu=S(GTAA~G zesy}sTwULu^N@WGCc|j)OUYCpAgT^iJUTk6jgF3rj)p}?L!+ab=xB%^t(%>;Cb4c} z5^OxCY=4qKN(u0#%}$veJY^c}Qf$@>TjH_fOhbD+-nm?LxHWMP);`r}V3|`*fR8w% zj@DCE>mD_1s8^FpXR<@c3RiocpZAT*OLPGe;qzHCANqO6IC+_?@v(@b2e@s-^@Eu) z2ccUg&|9lm*+jO&a&^Fu7>5`k@Wa<#uF78*52%hFfN5C;uK`U5WGvhmChH?#%GG@SXdjJCoPVg`8BEyl&|)I$XC$nU{XH zo&&S@D0|)N=sG)DRCFYhQ`(Q^66o}~ly9o@GUxiHA}@1}Z!&oV$eJ|OrZ*|Xq-Jy_ z!9lPnoYC2d!qXYV$GR-u5NrrByAK{eL8b^hg1XvvG8(&A!LV2bO(DQS65tpykUB7f zVDnWz&XGBUZbH)oYOb%VP{)vyhe_Fhv=t%`Rg)e9Le(*kmi zaWh#Oh6ZG2;USn2su9Q}I$lVHPLEWY{Y^kBF%6as?oPvef>RMfLz*vl270)7_IRY^w%~d5dSJjE; zYDC^fqWCn6XR1asl)Ne7-ufeCzkjQ);Fw&KQ3!Z&%uo>YwF;gG`pmA4>x5aqah(Wm z9Z8`BQL;VTymPM4o*I{5%B@t|H$Jo@->i*pUOE!oK%O16H1Ap{A)ww=;#Hl<_f;+w zhfPj}O-`Z7Sk$Yf5K8br$jY>0d6*+@TX>ErtmtTq!;MWLYDfKpaD(k%$a(Z-q?5rH zm%c>!jW-^L_Bt_!5zeU6Yn~oLf=J?;r-y_dA=RiW3FHiutO?F!IM(7Y|fkU8zVu+Gu9f0^% z4d>u04L}u`JV+a@WePPKg@-E%pOWc)a`50mQ8WkfG2M``Fd|-(+|t)|8N;Kd2uv9d zL3;Cdhn<6~u`kJzb3O?nBW&0Y6NpLjIt4+X25vXsqNi9$3IyL!$9k4Equ>>R*K=t4 zdRTAZ1GJ0Vh-gB1lrQU1kdvY^_BEWi7^b2*b{VKA7}R`<=Tt@4JQalVD(IG{D!@~V zcZ58ZVxCGxJe6W(6=2{gh@W6`Ik^srG+@e-E^zG$SADGZ$?&#Kcyr_wd9#m%tH zwd%{XeI}S|)t50Zlh>>%L}(lKnl%Ld=F;%YwM7%^M~W|Dwp=DTeXAf^57&(7awE7#c6V-hwl?e936p4r5#Mx zQM>>(zym){jUXq!eZsb1uM;NCPe@tsFg@XwFOv7eAr7Q`CXU2$=|XC3O@SU?OR#8( z##c%|+4_B;jn^aVq!|@^o}H0u#CT^6N{WX z>U&!7akeX)^73gm{Vp!EBAp`t~!QwdDhkYrE@gGp|Fb!5CkpOT<5Z?-x>4cS}t!N<=ud>t3yCZAr*{Z4=0mG;TBoL z{ONd~5&lSjDJVUdv_~MOyR2&Fih4){z{#3sjx^0GodI$X0sJBMDZ&(j96w|X^h~!z&t%V`;G6+oj znOHwba!Z8sndeq`oI3!vBBmle)6ouovU+ANj_Koe)UZlM0J1@c_&uvzfOsciaAU7100?y&vOi%bM*~kH0-+6h@g||L#yWOdc`V}O5);CUdf2zY zZ|v_(XcghAmZDeW@WFUFAbePa3%J1p-=!sEq^iwl8Ty^^jVD{MZ)TA5C-|KE>Ht@z zkk;Ap?5Va181$9_F+?hg`b%-pT@W#Zj2Oa(P9_;bl`(`$&O24Y5Q?!+5)7gEawo9b zwG|LJ#y}+)!qpBlgzAYQ$XhAUNdlcjyr4Se1(o2140vH>cf62cUbx<2kjtVMc%H|#P$(PtxTcVX=0{Q`;5Z~Zq!S9IWQ9`3 z3MH{XJp7%Ql55=Tf687>B6G<( z-fT20lp*3#MABku9uO*E`AR0n#>LnWnXbmh0uSDjSG6-;yG~WbqeIxTVO9vm!+(zO zl2|K6Y-5Hs7fySVEUy6=dZQ?s`R}YF2vujKGc{j_k5lsXAW~0D( ztdvDF#>_O&t&mhL=D8K}%(?=~F_`rKGP3D^o(D)(%+<_vW;XZKIz+vkSr>dX3`@)D ztbLqPAlHiXWi>TF+z2uqV}+TThfgb8EVzX5U=B*{?)NEMt8P4L&h_J+3EI)aq4zkP zHbbdvFxqbu02U_YxtgaYt&!CFe8$F(kc~<+`~)q2CtI8aU9?(N45jNa-2ZP1B+tdu zndG~Gt$ih{BwpHM%xA_n@q+?UUv7>2RjF@l0_! zSU~wa0a7uCwu&T+#+b<}teTLrj0%A7B%|h7S(ePi730)cKF$?#2va6*8^w&OEG00^ z@4v*vvXK@W5+lRRj@J@~8JweN7L^;1*bki@rzSAxVp^>ips9<&?}+A!p?-dHCB-V8 z!e*T^ipn>tq7*(kQca-pHaI$k$|Yg3(GXpE zJI?W5oaSBM;jP*kr%u$$94J|HfVqNqN-R1hBdDUNmVJg~VBY9Puor{^aqNf~Hl_N1L74mu{b=Sv-4e{aFcy2%+07|1ZPT7=!kQKthKN)UNXq`%TZJo-7 z(>dF%bt+A(;Fg}PQ;xMwp|{U0H%v`pTX12x9zMzWe%)6)nxx)7zT71B_VMK=srNry zZjyTcvpxw>BM2gSszqmOP~R>wNpW!3S$IcBIZhI;#G*4lbqG>mRH5<({v)--&4W-XofoD14v(kR#I$@nrb*eLRdz5AA zj_vWH_9UN2QDMw%Xx)>8^*Gs*?j2KdZ^L+JDm6b^`sf8}i-l}w*9NpK@*AJX{qfa&1qCnWDVVXbP#O1* zi!j1qJZw?Ce1&Twytc6L)D(5rO1GXLjuBZEsq5{6+So+)#hmRG>GST>U604pMW?5i z%$T^Bb&7wfw^qlpHkNFC;cKA9adIB+sQ_cRSfuNEo3K*o$InlYg>I+IY1yo5uVWuQ{sh{Pi(FAc@ug0XB~az?7t z$E#+^Le76_2cdC=N?pS(u~yc=i2NXSNciNCXebt3uEpS({i0aN1#P)}9Vvh(**X{b z!B$9MI5tT=g$=s`DvGIxOM;qO0b@NcvG z^kc!Jq)hMBx&q`s8dB_sa!RFVkkVWtGh!0awiky^gXRJX6BE~m}y0RjavJSxkC>}t&QOq=7(c`H5Dq*5tx9eHwX0?V>MJGGhl*t z^)TZGAAOB|ch`Q2#U!c(G5^u^!i))C&V+sp_&b7E$0bV)<-ME?&(-j`An*BlFss&s z!vKy}ULZ)(;jBi;8+FU3=cTSgJ(BwJdL*CW)JLzREQ!<}l_jaupP5}4jK>LuFEA3+FvMQA-78I(Pcv|Utu4JMn3Tt+XrARV? zrA(%YfnDQEGUUc;V%Jj2&U0F;?R-g>i0qtms=0qgpwJ1oMn>(*k-YDdW6IVg38=76 zVUXP7dL2a|L&tS_uo1MD&h# zUZ|kACyYoUVL&1^7#oYUSh&t9TrGr~w<8YMN9$T;WT&X2n2dy-LL_YzRcxcU(39Dj zeX^uRu5*-rB1@{1w4|bILV#g5y4E0KCm_>h0r6LbEJbD&Bw15gHVBd#(j3OXwmfT1 zRcuY=u!hKpO8~{13Sp(#Mw(AMjXK4mM~ZcH*8=m0{yttuY(7$K0_FT}mm~h4J;w&l z1ceG(iNczrY{tBPJpGu1BV|U>BJj|5i$>aHXN-N8Go3w~B5bX&Dq+h^IPU1(N^F@< znJv>v+6|o&Tc*X|NZ2wRzMN+~Y?)3JMP?^rWXrTsWKK`EOtS1fdybunof7tV?zi;u~Fx4J%q=7US17 zjZLAlT-mjvH;{$=6n3^kiGrmR^k`Gk8uW5Y{J zpMbo-H1hC15cW`-KZJ*9D87 z9qF6`^CC@!v20r#LnBCaY=U1-DkHQov~;WMfgdM@Jn%oU#cX+&yF2cwj%wj6803I%_m()^Z9W!AB0$5a&ukJ)pXdlbhmRg zXO1bF#o=7V%tYv3VaU`Ce$><#NkOGo1%-;Jp2($aH4QO8|&pR1h?)Ktx8^_3V z>=Hwf$q6$Kol(haZq{scj<3NPU*~8Y#moSx0F9=#f>Z5Nz*d;6!q^y}8FJ4?YrTr* zo8m&EopilVHZH!X(le5gF|4yab8@AEOT49R9kNWxEJA&4z4HfzGva#?*?ac}3V!oKe#{UAUk$;RxCN@#?QyJohF8`4c&}{Go*B!E zba3s_31gZ!T8w3}*c&ar%xMTJsye|ptQbwDQ(@EcV!J}6OEf9eH)twUkKnDcKp-Sg zD8pr=l=rK-rcP9Ur<(WTYV5b}_z<6kcmkyzW5LGmBOFppn?*)fTl5wRl*#C@BLa>P zM#!-350_&FGbl5gvXrtT1jRX+=4MIW`@$dy2!jC25(g(s5_2-hki6)#FxGH%ayE)i z&az;Y#VLwT&eHy1JtBAj<-+2LHo%Y`QBe5EVQvqyTbLUzNDISRUtu_8=V|zab)-iLUT!35&XO$5)QnS8nMCl(N#Rqj8QI|(q3|B1 zT`^9X72m@hn4U+}`uxm~zl1nPQs^8U4Vfs;#?kR&&Op}kS5?4ZIXis)N;41E-nlIG)NG*F6ovMk;q%h5pl;Tk0#=5U}aFX~x{)M+?9=@f^Hb^ z<1CUHQWO%>?Z4uutd0^9M%0ud<@5|q+e8@oXf5ZOdXP&VOQqNSolZOAmJQSscM z$f8k+$fB_!|6`d7KKwk}I~({Xy8u$HQrzZfogp)M#?%+%pE&Z+nV>W9)cyWAGTbEs zr>erFicv-M7ebh#E|Y$Fn^YX?6unnYSBE(JBss8LvJDd0Y{<|Z9u~>~*z()=trsTX zxzx#p)sZE6LZ0e$j*ac?DSZDbiXfLbNj#`l3h$!A7lB?!Hb~MOM`;gs_y)gZbL1_N zl|XtLCJZPS5~d3u?&eX5gz;&zLzI~J!FpjTAWBermi@Z#ILJDF{6;?ab0=*rou~Z# zOuTba``)QXYhh@y0y5JG#bnz+H5?~S$p@Me#;lODFBWp7ZIBPG7cztluAV^8)(jhx zPAahhmwxLc;=;vmr?41*B0CToId(C$=~;Q779;D_4vi=fqs7+U&EJ=8>_Q!tj@|3b+)`IS0r3WtT|vab=aGrb4oQbb_ z*^P2$DDXUE;<*O{FMYh7vRaOZORUw=&uhihy5aP3ijxOP|{t{vKkYis&&?T|iPJGc+m z4(h|TK_9NIro;%UxrAhUS{Gz4ha-g}s@Ck_r~*eWjt(W>J``3PN@e99KE2%c1p76H4kYw`}-q(+ND z`7~Lo2&Lf%q)%cI&*yO2=^RRYBD)a~Q?~RiYwm#`9Pc>;%5M(l9?8Y(ZCos+`8ZQ8 zMhIi_oo+Ms69y-TEN_ggrNST>-U3Q4-G@ujPV5K&!Q#Rx1>RlQzHvIs9Y3_Y4ecmv zGoV55U2rWv62Cl=dK7jA(seBi)1VV%qwNa7Ta5|#D>nf)K>bi~Au77DsA$ob1csX; zdykimCkV-4tAx^QjcJe}fx)E(0`;g3gp$OO-S)mgwh_1isjKOUqJj6+8U|S+mr``^ z5Nq_|j&u`Y-wrwmi1aQ?o762O;-+nH6!RTyoM?l+t$WaV>=aoaLWiAVEG(9Hh?(RXlOgc;YCtcq2w;)~mpGud#kS<^7QM#;4N|$xz zll7UJa_RD!n)2zk!zq_8cQ^woT>{vrM56R#iLykTWHG9uL?o!_R*dT1wL|-GZA~Ap z9nyzu2lwIHL4CM3=)<+ueYm!&57$=q;o4k6l=CA|E*pt*nMjmNN1|LR66L%|lyf6d z&WS`h6^U{(6y^RBgta|KMp*Md71sXBgtd83buX;#9ef0ZwTeHRu(tU5PldI=Y+)VVQpoP!rHy{31RKt`tr&8;Lvhm?ZKht(`~I+F08Hf225Bp6=i~2MI@+|$Z0H3 zWlQ$^Y`5}M@2(xvhieD-;o3ocxHjm+wbgyNwyF=;R`%iATpzCW6S7xDBzt8d*()8% zUa3g-@*>&Gjbtw;lD$+Ud&yAt`b&_w791IgtKw6M>#t1WTG@ldbw`!TMiN&=FG7i< zaP}Y$T1tcxGfbIw%0r2h!Ng7!Ozd#L5l2)xQ7|!3wnDUz^dScmQ|4{kb74PtvB>2` z!Ngu787>)2?8PFNmkcKM5+Rnqj)RHavS4Boxvu?bEOL1q!RxV{!UsPg zOsG#K(ZyKe%ES^^CYHD|vBZ^$B`&WtmKew=2{`){NAV)zfUzl3oLA&h9fyo|IZfMR zaJ1+>6u-yik-U})k-5HCGHksMsIA*6LAlmIH zHadh0!I%pa6zy=_&Q5pdmR&` zhBDp6L}&eo%i@^mRM#xmD=i1I=`lsKc58V|w2zqR6bCt{w2vTXgld_^%Qpx!Z*h4{ zw2zqRo-Z$niC*1U9urMxN@Aiv`fPbjG|u>h#gK@J&X&bQXG>zDv%Ib(VxrTDnCMQs z9x>6GFeW-}fP&6BCM4IMTyS|wvG|eP81RCSQ((cv?++0qljqB05!$njU05*#*-?gWrXtJChBEpwD_i}oq+&O z1ITMin?|6M(|Mp11v-b(O<{q0!meaY9mUuHib5Vc!)F>3XODTM8UG$z zL2^{Ef~p#|o?{_XLJUjF7bpAxMqFp8f^ahDFqzkG>Jmu@!Jo7cQ669d9ROQ)N5G$q zP8|>`L(e4u`xMIX&~wYP|HDPp&dCtiAx!?y+Kfb3XX7>@#=anfjS~nqu-3*26IwF~ z&$-DKuapCX7qXrcpl7BP3ob*my1L3j8M=&=P#uAkF>qiFMG0pSx1SqN;mMR+SX1l_ zP>f*F4p(lW;+4(qm|GYD2lgVjP#4i-4g&|)M&X$~=NS^r(&FyG(il3z-yxO!iE9gw zy9`z(sKkIRI$uzPijM8N15yA`0wkjZK)q>#7!}o5>kwubkdwg6?0<4I;R<-Y4tg2qxiwpXz~gk=C#bbd?fP`L-H6ltNpM9c5lg5E(68^fvJ?F4^F+gujLop4R{I8_t%mMtt#nntjdGjS6N{!M&??et~7;&X`rqtnK7I24rl9>*V@K5eY4Lyr)s9}OssGg8h zn4m0adR%bVnW?Ep83T&URm4p4csbvp>K?L~Cr9l@$1HNRs-r1ti%*029ooHPlAbeb zymI~1%BuIGQNe3pVBJfN76el&j4GlceemMfVFTqd#Z=W%oIs^gxj=SVyF}QmF(s|q zCCpef%I&&QXLeO$Jjn&~=53Bj6t~aY9G58Gcj@L1^~GHxLZic)xZs!p5Y4+LFfPg! z3mA5=8ieJF@g(BSOzapS7?hrwbmPh`VA586SSDSwa!bsl%kV=9leP_<=;;m6Qn`HQ zv?7fA!7S7D^0-4xGp~vxC!;MHsEuG+&w_Q$G*j2pn|(hy6R0qE5LP#D+aio(p27## zo#i;#6n@JT`9$-UEy4`3Q>1N+2>wtPPKoa*^<&Jf&&N~O!8ey@aCcL80!>}V<_Jzm zPTh_T&e#UG-M1AMq@Uu0ahuF69Jk}oP%X?_9DImBb+%~xeOr?a?nru&CEfDKR$(g4 zlk}m5S@iH$VYWR|_MkSLuJb^RsZU=jSh?wyZ=XYpsypC-~=8O|8~ortf!vWIpnOZ%p$w+d5j?tI$zFHyQT z{1%d4`*b{zJ&|U*PcPUijBhq>rePw^qv`iFPWaqGYc}__w>{hHd$-_K&Ahdim|HY! zAKWU;LtAXaTQEm9Z0UWgBYwPX>sDa`^T1Zy@Of8)ZureD@`-g@W2R~TWiLs;wPUL= zRpz4|c8(CGk9XL~7?M7)V=I^8><#H~`nA5X4a4{+Jdy zMiR<6o5*!RVPhfxzzFz|xS||ExKe3_;NjB<&L)IN$2Ej~LzSE~z|-;sN=)qvmVDjk zu#Oy~`(|ta7JmTLmY*Bg$^hcO;i#U@{Q6QNO+9HS;Y7$UB(TMo2pe~={lAP*1cB={>K^>S# z@R0y%5u=0JxWyRl4jsbKRJCmXN7ocQj{c-{df&*%jBWwXazqw@$EJbN906310(Va2 zTjyB5EJIw9yOZNm+1dI7J?u;joaVIal z#JCgEpNz*n#d-YXLdUo}QHyBYDe5H0zMTw%ySn@VgFT~k*!Ei^dOez$MH91jz*TVT zH$#8D=d)L;Xopx>rzsT<9cR5z9Bv~lpd^Ct3Kdkqic6{xlBfLu?OY}mdvqL(Oc7VT0i=8U~hKgX7O>#&7S0tRn?vXUI$ z(r#l{#7M|f?B7S(2m%Zt7#BuHWz-ifwFq9VVFa8`SHV#D+w;tGn3{X>0da2=4&DpD zWr}>_eLlgW!!yryvI=&oVeGx)d1x5>@L^Z~_A8!`HH>HRLy3lQol^2AneOaPBv88~ zTz4abJ7kP;fWpN~ZQkvh3?BEGleEeNgpQOcWH_vWW>!{nH6@84%vS@bU%vF4bhT(%1&-X$qX<7L^q>`ub zVWpD!IBuo$yl*a9Sw?!*%I-;<5qA2u-}$^SmFC?$Z9{d@EJ8cqyVE|d1qXNIPZg7H zy|V|>Sxb8PUC#?M$UK0LfE&IKbe_Nopn}ZB!7luAv}LG!-2Luc)KJ~kcf|LFNL(?J(wx8{QFVD6>O+oO5W zeExP}*5Z7crTIlTUWY#w{HWy@Y)>}z+cMF&jNpb2$Bgy{Il`h! z+Y@9nB>!^U9cgq&nz|ze;i4Bx;=p<6mJHOWuk4M7Zkw29Ug~kEzs5z(>D91J1erTvE6D)I zj8auG!uI{N(q>WPg%nO5v^o~)76%)>p-lb8QuLl%u|GTjDx9obmZ z0gYqG9eNzY*^wN{C4%K>fv5s5U!a{}?XkhC!7Pae4}9H5!_#>Rs>&wg#5v{Jp9DeD z8k$B>7^Of?+_UGP`^-$ZGlX4HXkn%}F$xVcU*#~cZfu3CHoXW>^e^!N^>RKA9>Sj# z+X|Q9cs-vWv3K#~FP0kMdM%CL5{me@44{V7Ini4>A^NWrT7{+W;EN)-ZVKtyW09oL zYEPi&c8la04>y~|GI5T>nLMWNGJSZ*y76MHzxXA@K&;yLVq`{Mic?R}c`eLp96W$GuTP>+JQM&gPkY|9W0YBAd~WH9R(gpY}G z`vn>KGiD!PI zr;um08Hh1HRf1e6=;CVMEV!vnm^!oSrZ&$1>^K;%9gN+Z+JqTmKE_8S8{T)|_=9I( zVz1KPpS20IW8X`WOKI_vw&Y;^Q<`iCG(B8R7Q7C#o!Kcnk6HdOvi4lwePz2XRpA?u<8G2?_HpzxUO^IdUW-xx~FSi zOfxgUuET412?V2|c}SW({sUsp_5w1IS#jyZ#kvEo!?I*$0=TIPVYO?-%e7UOb9F&f*_U#xtMzMkA^Zj_@?Ii+PdWT89mhdp7D& zzMK4A@5m@w-| zOFh1DgMZ-*8Ns=vhWUrMlOrQIAKlS?bK~c3(s(_kY40Z(@Dm3vNJ`TI{87QpD5dEr zdOG}x3-y$yk6*a8fYw!fl&#a7!F>NGFT|77CA_dlZV0`rH-URk1ozobkxex!33$fl9#mgJ3q_bbX0F^ZKB zz!_@Y(XBNd4a?!LaMJ_-uWtG|Q1t`&)%1$YbeDrOc%dpcM6rM6!fl6CuMG^wBk#mB zgY}T=C4SK8UA*n~2JditwTatX%HB_&w|VOZS2_u-ove?!R!rIZ)@(M%ki^8P@CEmV z>g(jQgHT_8#TTu<4&%qy@lT|__|CVUtpoYovxB!LI+u?Pg1^^r(V}x4f4~3t2Ss#F zHW}+j?X*(uM?H$FS7 zpPe*0oQz^6=;@?c_WrUcU0Lh$_HA{QouI4igk9O#*M6t4nz*aPy1aA8u$q{F&boZ^ zMqL@p4Ya;0vDA7Ga#+7QX!Kd{mVR!tyU%ISNUqDLZiv~P?=H12pT48mWpCIWPB@l* z18-HlM%pI3=a2rzMZ^1~B%3@g1t`!8FXpi?DS?_)c%2gCeURV}T>bzcKgr)ArTeWT z5YuRxa+Sev!%!#a52PBpI@Pph3UXCkkALW*(P!;LVcg)~K623rW=sFSyWDVtzZ!kx z$mko-jK1;p50AR>2cvK79erc>uU#~}3lACNfp<-V=L(e|bDFB-wc{~fyanIE67edfof zYoGb?>Dp(0yt?+8AFr-`=EtjRpZU>r?X|tPscT1m@G5mJ5B^uDYq|eMU0c6#Wb}<^ zM&Ho7wtnLeM&H;w`o^8nwa}{W<#hH`KM+Sl6D1 zU0VoVYSgy>_FtCme_6KwW!a9@wwK4TY%>#S+sik$Y|UHNwmke_owmI^+OoYo+OoYo z+OoYo+OoYo+OoYo+OoZThb>#^)v?<4h}O2}@2D5y{1`97`TuX`gXPL={uoq&%b&Ztu{{-Wd_1&TDbaGgrs*dcWrN=^y-PygvPd(Y!wWgWKcvGq=m@ zYnV*GaT~ne`zm<7_ebaT=^y;qc@3_*zn?Ij5xhQeO?Z9fmdEuCtf;sJ=C%WFU%AQ1 zwkKGprfz6CrRwWc4D7#ew4458q}_DIh-a%r%vD1_@YSuCJtWyVY)U0#m+L&3#(X8LC;e2;2AUkt*-NN5@gV~_* zGZC4cZhg+aGOox#INU#JG2LD9!B~_Du4<7v^TP&_$xud%Oor>*LS!-!8Ed)`9J8g? z{78X`zOSnX+!2AXVpBU6nc69+2jp7UWe~>3AdHRk8o6_9O08HmCjAC(9o4s3YKHjMVSS6|-P3&QfWF1k?Q?vq zs&DPX^#I@6t8eYWbvNINxHW+5*}osG4|(wKGT+$QpeXppj#zO9hxx`6as!gKmv1~S zH@1OF=W%1J+<;;|&o>^F8|y(KzOh-GMhX~>3N=_he1`6(Xde7u2@N+evdI~Y2LSo=~} zvL7Anw^bJEGDk%z_;?;EAD%#N=)d=RpXa7~rRha}ipI2h<+fVwDSKCYy)SU9^QG0E z@mk&ewcBZx%HDtUdVkEV&X87VyjH8X)oQWq{b#TDN7JO53Ab7tuhql1)v8zae$eYZ z&#ksetKN96K6hKKrpw;7UhfaN)tt1N9wv1EI+9y{JR^*MZAne2dfv>tOJ zJqER7k2CchA2anGzc#TZvssgoEmNP};54vh>a%6Q*bP&kEmI#KJ#ZXT-}&Y2;~-m4 zeRe$c**vqP_}zG+W@|-fH%@)Fp89M(_1TT9G+R%77EW&9sn3q4J{waX*Us4{MiHjI z)6vvtW9qZ&Q=ctUpUq_&`3NEg&=O<>JPoFhPNqJ)KK0pp4zooE+T%=pr^lK4#(Wk} zeYQ+}_UNfkGRs9Dp*9a!aD}LN!*he9*RFF}yj1YKup9^1AoZ|{7e3QL$zVn~sNu(7 z&7ve(%Z-(kgbXgCWN_@-b%Sfy_geiyuhiAE*xceydUbuEtJk436H-420O;!aK_cjt z@_PwM_)dsajTsMTZ)=pHbxH^4VC#|@oHMnZ#H4Q=FX^&3a1Yd+Bg4^=;mF%sxEPWl z1yj$47p41z6lNXUeL|Z+X;GDo$$Z&IW%0>`7H^G7@hKc~gO7pWtucvUD7?tCOhRTE zeNbaskcbdS>p#S(5P3=m$82qCa~-ZrCZ)C9r?o(xGe=t6W8b@`-*YJq5gIggzh_^J zWk`;=VnfN@Y$kTqv(x#A3ATIN{6wS=EHdx0ic4)d@)NA|zJ!esNLlASLED-WMwF?3 z<3z2~S2$7Y{FQp5)&cze%_}-l>nQ#hx>8TnI(}tjqLwAF#>HAMzbqQEHt@r`hBS4x zrZoQ*<)LZ~iK9`+E(D|R>y{qwH0VcO8d%ZNz=EY`#Y=-N+8&3YuwFbzC3&)=;mH&7 zWGm-WDmxfN!ay##faO66Hv3sa{Hl-zs9DiA3`k^X%Nb_TLhOmUu_Uswb)1D*!%HF< zTeVgFxO5pD`RK(+EM%7eQ*{D19{cT!VB-l~G#dx-_g~;2_6FmRQ}{=-vG&^+M`w?7 z(O+fB?rKoPk&3kJR!h5nv?Pn`m-JYxo4NiJ1kKvXg4%owo4-#SzKG4=rw(7N*VR0H zvA+5HlX&1wSn(#t{M=_4^GlzpV}1mGfA2FI^XKu$@Mr3npZd(j+o@=E{sjhh=!H74 zr(b9Q_6sjuyunWOw)#%>#H-n+!&bL{jg<1t^#)^TM#GQ7WNLG~wh zshHkhwt!jQH*l&YYXJI@cB`DJ?^gK{S{d9Hw{lC_v1fjGv7WvA!;AIo*w5oZs*&Qa z6{z~lI?RJo@!TlL8yx=NHx2Jo3rIthW+l;Muw`*;&DCz&+%vb+ z-0$49xy$w)ZLV@V(0%fz&0VzbXmcOA9q10-w7GBHS=xQqzN3QjkGIp@!J9Vs8+Vqo z-@LQP?z^*t?2>&)1?Ag!mK7hmvtsOQdM9mKcG5ZliayDvb+X3Uu^v~=vUzK8BHkKoZwH|Nr=K14 z&88o1Klcak7=H(Tw3?Ws8C=KlN9S=&hzWSS@kYltJZFwLzu}S@Ja69Q0Ef|SZHwC4 zGqSDYX0Z2WZT+I&L%x-FE3t<$DlUxMMeTO%mV-HRJJ=jV-B=#Yd`AYjhn23}T^;0h z$X{FVPpQmxW)Ut3m@wPA%Hx$oxzfdJs!=r_#;ta7OJ>)Jzxiftb`AZ_H|u8CQGPJ7 zRUQ>hKmL)Iu%q)!xbQAO{PAV{ql>2Vjlae}MZH7&BQG^t|L2AZv0};;xGl)3G+^qjXo$#?t+@O6T z>1g|V!e@%fv9sgqBJa=&IgH9T8aBqe{k+3|qZ}Swo^PP^2+phz%mQA2>xM*sU=`fJ z=Iz)|Zs;mVf%7X@&KTaF`EUh{)!aerx<m;x5bkaw>SnqI23OT-`P73-_UKsHVs zxxqt{?U_wt4QUsciPIEp@A|6xN$6bF;?q;~A=em@JGaXZ&o|vs!~OPKvnObcVht%X zfK;~W;dBkD9%IBR1gDDI>?OCzjuf^&B`Io?)j4!c!Hw&640pdO9re+>^xi;LbTSY?U^HUonXkDo}QGb5zs_{Fcr(sK0TSL@Ppgdg1I z_}Ks4xwy4G&z-Bc_AEcRX=@|3!POV)tzCMdp|znG&b_*^vHwZ~d{-LbyK-*K*s#a= zRs(0VUh?_2h<-vmthNMG#L5-T1+6N?2oS=Uzo?i5s?dv^HUD^+OfK1(nb)sBYH0JAy0! za^CP>oDnG(obiaWzP*2%gVng4Mrz+iQ|HGv^&K>&>)qM6OtCA~di|Us6c~wc9OMVL zsV^E^J0DKi+S)k&B4~O*)AEkDVC2YYo_ja45zgT-SVz--K^gBPWBcd4m#6cg=LiQG zP@_St?v3?%qm%1%aTt@!c^Et_kcQF8XR>o>Gl~ZVrYq*Cy-O<7<$}a^Wl7;QSrCvJ zosr6}FntP+ji8)30m$qsbGZH08n&oOiYa^Kq_Ht7q&6lXG>0`-6c>sDLiSP}4N?Y< z@-@8AKN@SSZ)dHxU5;+7Al3c=N>;o~S<136jFSLx{)F+`JZ4JP5uSXNpJ7m*JWwW2 zdbf;+Y{@)~jnC!%$qeC|ME`W;`D(^Oxpd1>oK3t1s2isp@oJ)pnmC_#Q=&h1yYSKo zB@Rjfvm1icI|6h2+i=7X zXKA3Nr}#{@W}N3eGy0kQj?pg1ju9@$qDvWK6uU)o zi(F2U5@nSR5kJEfi~6aUVT8|-=~ z(wYRJwElJ7FpTT2VL-yRtERkIxj82=T;z{~TkVwC&Up(oDM)z#ey=2LeQb#wCkOQs zoc^tEBKka(b_3*Kz1vUaEZ4ix#|jq?V$Qe8nbEyAx##&Qm-13>F)#TwHWJ@wM7DO4 zCV%!R-=WE?Cht*Qt6nyqT@|5jzE6gc;iqkVpd61Chti<0>ZHlPsybHf`c>+vfAijF zN6@{vWetmpN9l;ePMMNVfyK%Ua&RxN&07&;@IEuDbA;S=Pzy#u$CkVuv5i~tb8cW# z2X(G8Kk)39yxmD@%JH(>5niS#Jsvkzj#tEv%kNXyXM>lGr-Z9%%7LrNr^-A?ajUS( zSZeE9p=o&epV}Vl;9MZ}(C`^hf_5UE?VsBY4aLVG>g3%E!2tu*s4k5@Ht}zQMC`5_O8GV4DWYaeIq!F zbQb(0`rjb4OOoxO#|v5@^h^QmpWGRoF!aILo<9EMmKVp**S*Wfo^SLnKmW~Fv3PH2 z?c}Ry&0cpS&-by3J>R$D_-JVD>}|F-4yFyQUAgVnauZ-WboNfdw)<}nOeSYjyK z8(sms;JRTM*IjE7Jdlsd37Tdw`0Fq6yu83z8Q5#PfPl4bx$!8k1cE_6_HKMUM?yCE z{7ZE_pMR+i*=c^z2-ypk>Fm;ZV3ILzMaOA!Kuxc&$P8wTs(NV$iC~5V9ookISQ|3+ z(O`OmE4d+W?^1yW=`kzu$FMO@>%*w0iIoxuJ5)ltuyq&8;ZAl*Cm$L(X{?icbffHD zTuHoChc|t{xuYB;%C7gDDdEufJq?Uw8wvY!_0|tyO$7tHIJvmiI3lti&0ZCZ8y(8+$bi zlHvQuTaerWJI{S!C`R(~2ZriMeu*F4CdnFGyLQ{Hjb>+KYkNOCk9=co1sJeOV{wqq* zQHK@LyZ8NtWX`d1AR%WZkJwuUCi0oe;=|ZHD&F_$jAZ7UL35e2uO*;q1(t04Jn=6t z=<^IMZkR)a-p6xM=r-)IubY2Hz z;{Bx`;d(RJ8sjI!6UR>;w(MQzd&!u~nZJf4taG5l4!UJ82dwNM5p+wq&7?#r@|PIm zn`x%BTw`R!Myd2IFlS}ZspX^1Ww@7$JqntknJ5TP(mLL{HnhHZvFdJ z;)XJ%WIl&U65jPyiCyrD-5}WF5L{TXO1SkV>>D*PG1ssC_TSwu*EhtcLQEJo(H@|2 z-O7nF-f{ayMVSG4`|gJ`h7(b+ZD&p1lryk-BfxXt`#YnKQNiWcAO-hoP)^y(4x9~~ zjGvB@@oh=Qhir)TWRt}qVm2Okl-;$l_(rLQJovP(vE^)5B*j_mnltpl=iY~L{=xTq zBFF5+1U`KEtG7$wi5on#_uTC^I9ewS`jJk`jjNM}ub!JwC#{x&FlJ_RSC^2D zV=UN3+gtWdEoT3(<^7;2)bn^o>y5u?ak8erxj+r~^JwI`qJr^6kU4NS$CmNtWlDN%}_n4!4zMa8_o+p;+ zfscLdj?X>kzE+Q3ocmgR?m5Q~Zhc-n@y}novjh0bC%^uq4&Z?q(Eu)vJAe;-`Rfx7 z;4gl`wESJx`{3Zb?D$S(#||fhR%mD^u+~aSkP~Fq<>5s2J+k~M_~5+5dtnEiPLw9; z;K^~KqF=Z2KiR4cpePEgAVa2V*1&YhrpJ9&nWj)%k2UP5qW6ut2+&k5-@&P(=Zf4EP9?r>So^K(uI0(D&m1MlknNdhxY^pp`?Zw`vF;}m?FKo78+fa= zi{)6$EqB@N@}_l41pBRWut*yT7Gee5El~o#30pR1ZdHavuJv9`%f}8>fs2x4ct7-Y z&xY>V8n0(eS-CD(Y!B6{J3kefC|sO?f!Jp4qUIj!Y*MA50s1M$&i@2s+suv&T+*(e zr355*pC#ABmPlZ3hCw;XBBW~WD62HcnUfGwP5@W=!0^sYA!Oy_pM>|{R#84^EBl2Y z;hW6yU6hC7H3Wt{ax5Gw_(@_PFaJ*B6&%2X%&UBlm2j0oCI|U_cGcvNJ=SjZv)?F3 z?TAgKDXXlt$k*e0EdF@U`#^ghzG*8sYjV|p$$Kh z0cFiioE<(0EkFR~!b=N+Ea9*Ov zI&Lac=9dKawFil(d86%7)90Pc$4pnDf)<9OAroq!b=c#ie`ItX@x~FoMI7p+LQv%H zJscbq8*2p)qb{{QDqztjVwe*#EFkDmKvey|t)d*n&3L_O`d{2V3b zSO+YBro}q#umyNAYID9t1w^Gc<;`3tRMkm#t!8m=V}7!$<6}{jESWcMO_nem@Gh9{ zqXxx^S=&{Ltpd?>wy+o)cZ8-(YE8!)?|jnF<9aUXw^NEMyiJqqm6?mwQP#=eb%KUrJ#w1aBU0DIc3$ z-gTbTFa_g!$-&+an$l+-Em8^sRO71@8R)YP5=fl?5{ zO9e^=dopdAfa$UJWTIJeWG6=4NgEp2mucvO{W>Wz4^qM1eb$u@ zP$0OREcaQ%9h8ENRn1TeM%G?j_g{YT6)R#-hF=@*ctu_B!|kgbWdRWeR|=ueQg1g(0O)5BCggR_xS?RHk6n%p-?wWjxtOyer zPDzc8<5F@BN?J-$GDoA5z-g4wFRk)H)Dri8WSaDT7}r)k{A$z6IuFXdMXn6q0$0Z2 z0|PUJc~bKOwy(JL%PMxP_%u{0|Rg!h8umVrBV+ZCMJGdpmD#=FF%{c3fgP&fE zHuEaDS=N)yx{`vZ;-Xf?Q$@9K@EuNrx+;cFFr(qj%Lk=1+E|%Tb8sygO|&U$o?~4} zF12e#H)iUd25k@=n5C6a{6)Ucx;9gk`_-9(&%Rk`>AGPJCSM`{z$|8_T`MlNsy?GczG+$>ZQlJSk_9PiVk{#)F_gw*Z~{ggnclDG@bg-S$n(_> zW!^~b37U`{*7nC{L0_kWeMK!jb|gIm#p|wJnD>lmKB_yiid%HHP z?z(rb8+Ig_hMql4J$nc=8f~*t6slPBm!!Jqxs@1=<|9y%V#LV3Oj^Gr^I|FUsx|{`LHbU#H?< znCFK_JRA6K{aG^D_ua;4wdfbDpkZ6b%=6}`g&`YfnD(Z+Og+Dy63_(E;%|JDNNMXE zqngK9pH;PD`+Ps_@&UK(I}KhAZFEaP%Y^i0=)-d(ON38gORmM{C7Eww3SsFZH7kRJ zj<i* zDyEzxIqXgxqB5e|CSu8hQo#uvSNq@BiuCMpRR$;IIh;9>=&^RYzQO2OYqm51~r(+L(961xB#177a-aq@}m(?evqf>rfkaO$=!h zUU7+MC6#B0(~&c&KzZr&zoS%s#jb(5E9Lb<`pDi-DHJTLIF~+xMMAL$yMezv`OwMLbl!3D+ zT1e||xZ*hep4PR5l9XoirbiT18c>5I-+IyT_V#fhgiZPMs+Xhx41cE7+2ay}pfR>; z`ZHbDj2UrU9DrhUL@Vm!Mp;)z4vd;t_VcVc8}v)OHWRIx=IkWMZca66$xd@)_^THK zZliL${ESu()=+N{LVD(R8mGF!->HjiOE3@%FuNg+cq-Fp9m|iL*2ec~ zHcV^g$Z73ZKH?-8h4=PbQig;x<+(~h!wjcgUwN6u@;r;EnQ{xoT6q)C%+D(JVJ4It zc_j1fUW4}&S>sN_Djm0qzzKXC@X_oV6RZD5G<__IK|%4)iHY` z#bRlqSTZUsmWw8g3Krc_CAbVdY|;=MhxHZD5KR!CCKT@rhQHM)JgEkGL5XOT-!dPP z+4%{dXY>itLS>9ic^;ed1)+ZY-R-Ac?pPPhFzdQ$zyh-ntXF)R1u71D{#Il#>jL#RCJ?4H>b_A>X4L>5n_)^ z)Y`Bil2Jqv`!p5BNzcs{8FN#b!$ykWjER?NnpT`=xSz=r5Je2&C)5OETo2)n2JsyY zr%{KKZe_50AM_DLgFjW789^XcF&Y^&LI#@_`0Xr9r(`h{ zsYS-k;ooXxuzM>rdXk)YMo-2wI@pY0mqT4h9PQ$HeUdnOCh@$E^H`u!s*tHzzZ@R% z>$&(ByW6 zJI7e2leJ-z(tfTyrPxz-*4*Kz0)yj8aSRMQUiQPzOHv;82lPxjmd=J*J(hVZ5)%_D zAT0{!#uI!K8AvIUh>DI#Ys1^rhBuT|7LsZx`ARiy&g&Y;EK4mruqx%O`NL3C8~u5zHBeIU_Jq)`Olbg^R(%k zZk&uPZgn|=r%iN>wG)dpYkOe5tL_Eo1bLon+9b7_|LzVh{q8p+?=HKava&tCHPE{# z@RG#r%=pv}E=nM|?YbZDpC7;)XO5NNVaf|0?cL|X1dccn*b$MJl48VeS?E(rvrjf| z%+J*mSlCll7{^mp(4ML!71%e+-np}}H7j0qUWYl7F$SM3QgdLP=Cs!--Qesz8JmfE zXB?mC(Hf_COJvvJN+)>A(~iaE0#H)MLgdE^+BZifhk`=ct4tAFiyh{&{ff5&m%VSz z=9Gs7r;P!aEZ3)iwVai>cUH=?WYL;<4|CDMfCwza79Wdq&AaZhPbxTI0a?kfF&onX zYdRtEh~;M`z!DXAL*h?AS$;Y)48`4pQWHt3qh$I98&YXRlhc&tI&yvzgDKr-)hyZY zu-|I1hm#DQdElT)fa~G0HFdx5byULP7*^OPw37$!B7B{zd@-F5FJ41O%Zbl_Q^**LA85_v< zKE{jNSP$_h!9cpOL9 zbMz*pIod!PON%>l%`6soldQ7$Evbf-;CxES6C3Zf-)|oAnoBp;gPP2otvf0`@KR=+ z{J?WMKd_afNt_yp6?LBX^+(Bo;@4@H*g=N%+y9&bRglI%Iyo?nAV?0|$)W_o^u<#1NC)sZaL znT8gJ;h8!tYa(qiUf6JIqGauoPD%7c2l8Mw_0WX1#p4j^iLo)IO(}C?Q)+J>-yX5* zNlgv5-8G%Le>Eq)UCB{`!`!4-5zSBvVm+n#+@-c?{2Q9{Jr*iL1swX{+{LC;4yIIE zOsRB(DV2sP)etBT4&=*zE2UvdO%hXzQv$jr^j|lna@;kCjOtrn6Wf)|XPDTVyS#sY zfN~tO*OpaIpY@Xv*l{vejx}by4%P*$WS@=7Z-^WU?POBEj7s2GEOU8l$udt;d%(2` zJCSUjlual}q%XBmlDNoklDDKtm`e_!GUPxupwghnaDJ9T2DLJfNbM=Esap_Tki{p+ zv1W~7@R3ne;5~Ch4rR!}>hIc=hB%24m`|~JXUG!R<9A@Qp#BSQ^WD@H7&`*a?gV!n z_Uzz7NcXS>)NUC#J;02+ZWGvNprrbzzQKDf93%+NCnxx|=_nNhUuvl=KsvmkxkL`6 zgrWSCQXVOag`h2d1zefIf3@*Gd?$+IF50fLQ5=`k%atX>Y1t6%%$Gp5@8W*KpTFL*4DJ7hRG=8~=qUa^_q+NL$9%{Mx}(@k5^IY#owbsbw2veY zXOELs966fJc7?eVwG9@G>Q=&OJ;A^sz3>_FF2nJB3t#e*UgErOze}{NkIgujn#%q(oUPU*xd8hLWq&g6 zTV>yurK3MdduI|)BZodX;+6e2yyBI8MTy`rHoHiq8m~;pQFghqpAAgEz_vsJ*+NK# zl%>K5^Ye@;H(`dl4a*ECN?(YUBQ*(uA3-?$uqEyC5;7fYrV)t?h6p}_5No+cr7cND za>6kiU2Qx+Mr%K-!G0MLjkYBk%{vHrC1T5l$G`~A4W8FiHH;^zR3STwbx}Xr9PCJn z6t?QHJbREZ0Ks|=xmj(zAmyr_Y)g!Y0_ys$Qe_YkX#~Z2|8j=Shqd^r&*2ppxFpAD zON5=Ot{|4th_PGM6}Ku`pR;vL^i6h<>iy;qA;cacnSq;Ao8BE>v5)DZi)S6Am zNUWzmC463MI-E?$`y5dj!xn#M@Ec^qcSE=nLH+Bobj6Pxq^&~{&IbzXHGVHrsIT2AUSfY zV^nA*s+pM-&x5DM#8qrRqkI}{`-L0HFxGkx>Hqtl^j0Yx0HS*tUCQE3ESvo# zD#P*8UnmOijKd?Lp%E?=7w9C{aa!{oG=ZvzjvU<0`GlEh<-@go8f_d?Y#dYDIF`s$ zx0C_u(d8|`5>sp(Gq!O|v2jdo;~-ipHjc?|FW5LJ9l^Ac$=&3dh|w!zg?3@-#IZt{h1;NR zosgpz z=)K5-;+VV35-lklQ)w#yVq3})Tgr)TDMxH6N83^`55<;p_&8&+r5v%PUXh^K7#V96 zIZ{QMka^NA=9U#}K|wb9+!{M}MvNQwrl!kWgfup>GLot$xa-72vXSm$OS+5AC}Wr; z#b)J&tgCsI(7D+hBr`_Yn+`d3d(#pcSuu?)p^>F&1fP}A$YOC28d=)jw3q-b5djtn z0qU5KAsm#9984=!dg2KvjdfLIRi?$NOgC7SrdXAhPTUyBW;DmzjHA+pF#Y6}K}{S7 zq^2OZL-9(t2D@pniRX*w3gtd)Pa$3p?#tAsj1j_17xKQO(2T`a1n#2cI#+c~&~t z$>xFtFkoVK1}yPbf1FvY391WLC(HiS9|u7*V+ooWMbOM0B53EW6ZBjIL8p!&sKh#C z*oqN~daOvA<~nE6e}XGFtup*sL9_!QIA`uq&i3G(xg7_EVLmSh7tQkLcKfq}H0S2i zEFAL7bHg@)aElc8SRbEDg(%0&Q5BY#+9l%CY0B(PTTK?KP};hPwODDqEeqJHw2s%A zyph-Y*Otb8CD<}gX7E=Alon?;ayZCfM}2*AOtMe~i-OM`M8^iMo4b_Df5S=NLN2vz z#2q(Sw5iMc(p^~3vZcjVmvTXlGOJ&5QOOz}c!24BG(#EhyUQWC!8tA@DN0WYRT^G( zk}D#b2s(~!OnHerESujpS8EZ+W#nKg8ha1YI>ji zeZEQ03ajj;)@giW_gN=#-7}1ht0&~OJ(xUB@#Nu^g{IiJn$_Fv^C)GCy_Opk7j{nc zSXXo6$i0^1R6=Unl$T8Rroi5*x;bT?Ti4UkfLo4RKbF^h$R5^_^+vQHFm0KpvKwi* zX?zwAHkG|2^Ku!N+7Muv6nJ%4ZW~Q%aO;kgn|1;Jq^DfOGJskqXDCV{&k;{YLTt+V zHZ@@FXsp>!)U-)2+M#=?o2#bjt;c$Jbm}kBpa8L7$Me{O?2gD_kllP~wyanKrbSA` z>5moS5m>VlkY1Zl@(!(x#6_BrkodhQ`J(9+v!XWKn9y--xcuY?PhP-C*+i+&dnKAHjt$`Cls4qlJj<2%4qv;Jij{iQ@_aI z`PJe@11mi}zhX%^?I}(ke~WmMk~_(Mn%}gdH+g=wd49F|urN&6uswImi?&XhjOSKo zfnmqrJk82V=2l6kcCg(h!NDNL$C5=F%Y~!2f(0i)M?S!wwZsXn9S}8vcFdgGK1@}F<<*g?`*|H*f ztSv3kmT5iuujS;~)f^`XM%pqd+R_zm$pqL_sB6oZ@*0dtTkb80lG;-kKTQeFtz6Ef zY0!w18#UrIn%tlf?Gdw9UT?-MsHE)2-=JC$_7R3RAw|&@eP~d6tUfeieW;a{L2g;a zCsRe|wMLrsQj@Pi7$@apq&{qlv;h2>39V-`Jopo;9=V4us7LPEeRjkn9XU%xOR{K> zoW$%UROYutkrTZ=E-<{8AApC8TGq;r!!$cWW$Tj-h2nJS?Z!~_U7Vf6>coXQu|%C% ztWJ__zH;DPs}oqw)1Xx>Q72FUlzf`sw4ygzog`VE;C)snNtBJ;DKCmTvFqx@)#@ZE z>LeMf6PMMAOAhpsFJ5+=yG?8tKX{bq#Cj$f?aaZxIlq(A)-K);K45M@De}$$#{Yn~ z0e|9LM0A9sQPfoL;QD#?as$aA9l;6n z>E#B`56K|+F29>PqOb7!%P-rTqW9sI>5$L5gTeSSerC%vi=WB&@@6t;dYvw`eyV_~Ig=VEynWVE`$VBp6q5~t7*BXslhA(-V#OoL256y=M%UX#zd!E*=C z8^Qcw==(1k-tR6qWZFIUy%9N{4JLsVTp96f_xBskg=)huBRD+b*K;F&o&0`dD`(?p z7E6)AQsjsf8I4k8L{gN56xn2MS7}*60xy-pzT!;0$5-xh?wrF`TO=!3ge2dEynQWU zu%Se>cGpTgzBF0JC?j7Z)aiw)G-EQ zxol9jDOr}dM-vqS!!O7N^*9GpcBIEnBr<}bPn_3HNDjApU2n_Gbxt#5yu?0pGoFfa2T=cCW-{#^JN*$7r)3wRu{2V0FnYk1w z&xgze{p<5db_lGK6QL+qR;|$21<}_9=xea5RTQ<#P$8K1lxl}Yr9$wQO?jge4_P;7 za2J^~P{~vXo`ft@dtD*7YK6=%KJEG_B?YH)U;+&u4+V?|84ZQT(NNH%0iur-PB!#y zO5uni^C=va%uVqD5zCDx$fS)!A9F~v)YSviazV(8%Lb-(c&(AhCWvf~YMK*uv3@;v z-tc~ZBixbf;1-5DQrE4G^7u2SP-{6yZJd0EPTROsiB(uwx^sO)M>_=c8V|eb6FsQg zR?vB-ZS`fK=s%^G7sxQt#(|}cgFTU56kLV~n%>9SkRT)pjr$P18kC-5 zpHONBYU7x2OsDuspVcPOqb=;XB5Q%MfulfC1ZWZ0=vjnQ8V0!j&LUw1oNKT_aI4hE z`G353F4bf8lCho70|yCgL+2E1-JB>-)U>SM=#O3q41aqu`^iju=MeK=&q z#fXS`!IPT~q@_e5X~yI&DIGN*m4KKrJyOJHhOoUCb)NnRY+oeR#8$p?{~5c_dXOuK zoiaFnhCgxG-Fiyld=7Leku>}SkC9u@aF8g(hwVu)rXKp0a~N=l3|L}Dl7J|k@In`~ zk@I_dtYV+l&qQpL7^b!`ay8SHsj6ARo-M96k|-nRUf6BayO2u1UIWAJdS8gTmc{?s zM)r2e=HQmC8#3G0f*&(mZYX1I9w(r)NiyVy_&}WShAia!`qXT z$pN*Xv-+fXj7{*e%OSk95M)y^{AitJ# zDC<%ZrOm{5oD{FqiNbg*>!dgx;S7<|X5uc^+lGb;QATwV`yQjZF9v)5lG+1f=_RVI zJszBc#VcK|v&%}%UX#zeaX%V~DcDVq{Vga)X23Nx)*MXH4izwy$inyOfFc*$riUu6C~XX(i@ZXEXJN&2hJBdD3`P z_-qW|<^6AfCX2d>c!F(9V$i9(ImE1 zHMgX67S1T~_H29w7#_1Z{=u8Q2v2oZzsD%uv|jz?tG8XRe!a=oJcrsWZ}%jrPGttY z5Uc`k@@5kR=eyk{AWIIPv}k&tUqzPp`Bm;~aQ=z8z}TvALT`_C>hB+yS}|Kx0(&#+ z8%Xr&*H&~)(EEa2NRHUhRpt|a6E{2k=9@3xE|OpYDx-O)mdG{)bDV7mW^^tBClbNy z->@zZaLZ-;PTT`v&J)i;%}W*CM|eml-G_G1u}C{he#IVVOSH>cujDu2n+D z)B>a5PmqcJCgC!G#g#eN>i2WFyw&f(rDmeO2U?wti|6NY*=PEbaoytg;PRy3iOVr8 z%S`|>2bVPV(#*B?n7)VWdVel1Z}+=!Ib!e*M!S?D`kUjpfgil>P}N8X#-MfsnOZWreJUT-$eV6{`j(i=YN2YpB8y zrzW!45Swu@k@x7JNoPAzX+;|?!oj^N6SS(j60h{lFmcMWqKi)3QL>d+n^AkoovqRa zbXRmfWc{uBXQYFD)z5=f)KKj%Ch#5_6-+C)+hW>q%(vh5oYQwQg*9mMP_$Lh`q zD;GBxBIgvwx;4@60xmW6#R1gXU!u;xtM~rUY%1t)Bc9Y?)OLkmA*u%2XmMzNi9S~; z4&XYfj;4)1XDJR~@?Io%KwMFaIH!|(&?*iHN94}xQGfNS3XbZsBlV6xcP8%CKBwS zw$us~R+?r;&158Fk*?u*yAgweOs+|FjYXABv;zfCnp*rH0u9U#y&4CPs(`AjpEu5A zkWjf=)io9BGYBjDj58&|y^&NPb1Qmum8 zPud0$*qz+K%sZwf1_Te?nn|P;;|+15Kaa@N&Wk;YI^NL^rd64`3@WgH?Su7;L=DGg z9wQw{ycaf~eeg0)c|He9RheSdX!2+i*<(5HRdO*P9BbD&I8pJZ1Txtrf>zR(JgSFpF~wg))We!y8qagsI5wLZI8sq`7$rEY+OFV zU2CY(EZLf^c&Ka7P+p7Ujiyq}8NwTBs+9MqxxAQh;q%5o`^l1SK(=ciZv?ZLv4#;7 z_*2`^Etz=6bJhT+S1Z^~TV~RD$p?IEI}wqXKrt!TZ&lPZxAb*259!5M_ntTzCD<+t z7pDtx4h`BIpH1}`41Q6h?Z~^GtUH86U>Nb zrWPyeDE{m=nD@Y0QLfjn6CaK{#9TOx%T*TT(IIDI0T~rsH&h9GYr4vKN7dkX0CF5E z&kl9c<+!T4p=5VW%9(MhzLg*@%MdZvFlqNPQ)}7T%cvCpx!;J(MZ3)&kOr@}`9pDH zV`4g2S0k+oxWQOMrM*;zGwf=<-(9Sz#n!5K<}#_vR1;~lxEzwRB!i< zN833g^?^F)9vzL@D%z!d#2jJ0_#VHPmD%0q+)y!+#x(UIg)Fl%xRh5hnr6DVCHZIQ zJ=&7UDgR7S1ryDM0Q+x@Tpf*OJ0xdholR4RAt|qby09fwnu~l>eFg)$+Zzo-O^tZ& zsYtO&aMn}#=~LGfVPdxa>~pG4uN(5?Puz<0uos-E3K6K+Y;y2hV>UKcO&e%2&d^ma z5M*Nfgi;JEXwO)6IFFtCDT`zBQb$FHCsH>R?%H3cD+_U1M*|jlMBQ6Y@uw+)42hX? zL8cyq98(QWtFSf`p>#rS4Wk^ap#ja8>w4YgN%d_b27|yGZ}DcP8sJ8C^s)A`6Z|-I zi(%*mf({l-X(#u$l4EUqqWaQR`FB$5Q_(Im^(;HjgYj&l8vl&cR-p2ErA~5~@Sz3o zluTe%Q%eG(oug`NNoFD`VzHvG;?K>!DOR1(p*50s+K>-InaGM*3}MRE2lc!`VviW z{pubCjqgH*MbK*=`@442U^qo5NU{*oc=-B9Qle%U-2xf*-d_adU#^D6Pf7xwe*#+s zGFOk+gaeVBD*S!Kz~qrqED~v;AlH_Nz4LgT6uHs=k$27T_vJ${YF29DSUH?b-tjtn zRD!<`M%%pbKLzj|roBWEETRA22z;+--)ov1wvo8!N65-WP(l{LbLV)m@5nbpLN@W; z_n3|_fbHN%3o3Z^;X%vtt^LEp0~_M3h2*wwS<~&{!1!kT4R^n3S3BN;J?VIzMqlRl zB~^u?G4Lz*+;x~W_gwIfb}vu)jjhHuaEd|eVZ{u4rg_OhHu2rarqUoh*U^EtRl`wb zrbJ=cRI9mKo`h#bYI|8n%hQg~d+{(gmnaC3W&u#CoGvD0m?W)9Q9G03p;RQPG5 zQP{H4Xzwg*n{GhJH|RfunB@jd!{;+ZfoF%hEca>Q{)4ksotAP9ief+D6zP?MTM+?U z`ww=O8RP|FOXy|;GmAY$(7G-s^S|;I|7+_vmgXmfe1`rU$b3}LG%01|Pslo#rV3qk zuG|asfMWfP1L|!@s5l@KBO=gcg zlf~npZ^#3XVO%KuTA^G>{ArGwe$kE|4TvUtCx>uX*`gfHr)!3rC z*QE0E(8y~2hbivuYm+IPIqHC-Ae(3?t-(6pFdS%N@`phWEXzKk-H3JNZqyX2JF;+? z=Avi)*ej}WTgmLH@r6VPCu{Ais?NE5{4`bavhHiVPt<270CowQu+k!;j98ou^CA_x=20nN(;5VO)M0tB%? zNqq~TW35za#bT28k$iz-wN-g&P#2+pOa3%`)Kk4f5=U2J^oq$URq^*oJs;EgT+gl3 zspcudq4`;8Cw>Y?tCvmNX!zl-%k3~^pD0^mN$LT8rX;60AUnX$r>bqyI2UMr{5cn| zM(&KY1CO*+riER5(~e`Cq-Ir%jRj$as0vN#3!i3eX4JX6q3V?61FfL~6KMOi@}JZL zZb0aDX`s}@Pmb-O06!Av;!Fqmyy{lMMaSw+!bRG<8VV8lNC$bM>S}No{U;QA=%X5n zdb)PPMZrm3DMO_k2YE+&6BK)%a&UKv70H~o-*F~-jWJEDIT*QO^rQJEN>9K8TPlh6(e~$ zxULq4!m}-YR7?9P%JHjQENvVtq?U%llP!J`_TRx=>`VI;6(d}v==_z{%0JloWSvY4O6G!Q_^x4%dsK3OrIyD6A-~uF3#!OXwKSgK0{)O(F6gz&AJS`@PFtEz{g?$+m<0uJzcRqr?YrqxnxOOdQ3XQ~JClyz6v8x}`$R~r_?YS-z4 zpA2-FxTCvjadK6(z(hg2e%|Y@7Ux0h8}lF5yq+4@>cyeZ5GGIv%#9f0Ga2;DCWP49 z_T=Sb_O{COHF2}h)TJs{ciQwd;JL7fAT$JbXm{vl&ieU;>&2JjB_9861UZClXm{); z3;*p1`CT#UJvgebaPR%B(aHq#FP+3Y@@XOTD^gJi)9EhM-$0!Wh{sc!&CMgb(=khfxIHY5?X-PO>F!Sq=hKKblU? z@j@9ROVKPN3(To+8rq^7^jUZIJ&AI__^f7TZXo^^O)@sOglE;)qY%!ickIj%o%*V) z49s)&|Em_%=l@qrDQH)MrhgaiIS}&QqF)U9X3pX{5dWL}jEZm4GyoSC9_xEAmG>>_5fIj_y;Kv#GZysU1s72CHTLIr@J}ea~ z3cUbPfpi;BJpiPtPSJZXQUv=q?dw>sEOy+kXUz>~i;QqFUzX|*| znf?>ylgKv}<#+C-5bhVDJ;}(y96&f;trs4s5c1iU<3$Ad-8d@bM^p&M(C*aDll`+E z=gSk<%PaCbTLjHT`n(v*U%U^icVS;iK1^>9eN*|!p}EjE($ihz@>M7Uc8WP=`6L)I z?O!El%aDI;>vsVv%aIZwAeIaarysf(kmPDQX<{0cw5KH^rJHDwI=3o~2g9-~_`Bv{ zSZ7fP;XPX@I6?mhByfx&U-QJ@u}=#jUq$BoIu%_3FJ_VjIqZNpUoA0E-=~&fB5n;l zKp2`Tb}jcOfCS&#!t7=C^dk7h2<OlXF(J?>vPOG9jc;P-xI$_2M85 z@*8?|KV*0(XsB;+P_7VAt}swvpu_ke!}y>f+54>l2@)WKVeUA5NJJ;QA@*!2Ugaps zyMcJ0oA6dmIzNtBe-4%3lI*9}$bY#3Ogw<@8TIHYsL&=vw{L(gM~G#^{ti_5dN@KN za^-K3H$-7)z8=9Svm5d zh_LXP%cv!Vl=5%=vSW5l?zD1eL2AXI{)BxyG)Q1{*nqCt4LrLaHoh_g;26B=7`x*kbnzlRi`97@d<2Ji*!2PBXW8rTj2&2GUA z=u2{ECy)w#c*kZhK}qXxVSE_(D1vuk2Y3jXJTC(y zs|=vhNAV8D*dC1WX^Yd(&t!KngPEEq9yh^X^g1}vpIQ#9lq2;?1jWKuYQD|jIR0KhfYCgMB(OO(PBG%%yTh&sUz$V$m>!HGZMPz9ZE ziYwdFY%+|`yoi5~0GQ$dye15Y-k9~>^uwYFe^}TO3TOY}#yAj;;HIc`GKc1#9DM`E z*c3^b4;tl$oCg5>VnO^8GTf__Y_yuek}Xbo`%asTU_~iL6#YjgIOl~XBxm9awPp!* z>b@E!%|e^gQo2*^B&$)IHQvQHz49kT*rFQjIKB>XZ8^J}E+ZhHy7a0zaCL$7UYz8$ zL`n)pu#2ZEM%Sw^OmJVIr1R&_38lp3QB^KC9Rhm4NZ>EeYk_|Sy|adCr$CM^WRz(| zW3+5Ugug{eqWE%T({^OapgD}4rs(Aq6mJ(;%b0l17x(%YxF_RCIJSPE;|)kqxC0W+ zWe{j|1CsH(!4&R5LA&k;X6+3y-GFrbLPh42cfnl>70E!^huKtsU11X)jIP_h(R*#ex*y#!Pcdz>h~1X=n5oWi{XWKgmM znbiWE|Gflakoux%jM(wO?!G9RDz;tbVU>S*EzgQzOz- zL+XSwsRH_D{MBTb3cFzthzAw)I{w0qUr7uRqJOy(8 zB~KDVP5D<4imiXEe(?`Wa_bSgzwEPusV>P zrJ$<5#PQu?AcX4Qe=$8|9A*o<(q)nFa4_X0DXPQhH1E8W@2Kx+PWzwa4trzvVBb}w z-#9I@6Z+!DyPrd_kKdRnLr6K0CqGFalDvpbdiAA>CE+6m%-2JL_=ViVlqo^+dDnGWt`(%^Am|~MRddgiptZR>Brdqh!5>o!9Z*a5M zwQz50)#DY>=~j~R69tlr;FX{#5g7;pp3Gjk$=@3U_utLHCsEVrQBr@FM z+GF%Y`k58s5}Zx+N{C_#QfXhz(D{CuBVtvBsWF1gqY{;W-)R{__#z>ytLw`eEW*%0 zXsJV74zL8+g@+Miisa^(Ox%i653wj{NFa2mMy^)h3G$fQt`A|*sz($Kk5sf^ib)k# zis+Xyz%GMgWg+gQNBvm_)x!Jh{otV_n8nZOjrYhVVwfPuw#(cIIF_Ub!3r^-234sKOLjXci})& z$r#%#vuYh!qZ0LiFV7optpM$|STNd1#!NWL2MAL-=$kIntu66`8?}TsadoLb_4I@^V{`grd|o+4M)j z8gQEpr7{yWnoIGbthuQlqpaPes8|swTb;d0XRh<5ycT{RZz&wd+>@piOhGx5)?JQu zQlM)pQ?+W9H9RR#n3Xg5`ejlOc;qEGc_FPkzg|_plAzi80jI<;Mbyp*_^X6LLqb#S$db@exw%nv+x zyLT>=tTR~EI^U^1mV{5Me=efR%4orTBj3h2FmRqP5N#?g*xYa~mK7M*VKR$gpC7Uh z*%3KY&%J5bCQMfoeOphaH2L6-2j>VI7!5x6j(@{@elRQ=vecCQ^MKjckY=TDhaX3< z6DklKv^=Vwb3m*bkrqm{Kw$t{Y0f4QAb*0tBfdHpUxMsZ$Uf>oX{lLuDw>H~6L*v! z0c>PR3C?5U+ugp2D_s)Vy{mC+K0-T7!x>5oiIoB=i9%0^z7{U+X&@LI3iX}-BOMw~ zbnEZzNh~Od_ayHMPb{F&djvuvzu}LeQmD&UDm7{C8?*8knDoGv6f{s3H6NqXd!+yt zzLZi6(Xk3tyAdbK%Qgx6HQ^3oR{*&GxUGb7!A=|a$3AtjI)9hhy)AiBgi41z75Pj< zU^lOo+EzqIZ7;E!RP~*ziL}j1g3SNxi;(%e+#~Gkdy?#A-)H7i@dzty##CpDQ;3Me zOD~k7v0)n4az_cbwz&D{lDg0SdBU(NDtrwka<|R!9A3Y)m&m?~;T4ybydq zr3(ICI-s{yVoVSJ9yNT&zPqgW1Z?dkJB7j&>X_A5>QIdp3!m}dZI1U4n!6~n(-k*a z6iUJJA9xD_8I?^@$vf_vy|roQ)-$M2+(KK+m+IU?#G3u?8jxdT`}Zs8cU=7=$(@jF zZJaN-Hx^7oPoa3w9{$Q{v+gQ_wSr$(y+{k^{XZ|djd?>8bG`oKUd(P=POaWK!5E?I z!?Q=%e6cQDXpBg|*@Igcg;dcyd2Y3{G}Q}-HKp0mUoJO`O_U~@>hj}W_i6cF5&NKeCCJR!p4|VgQMvGL-6v-yw3{hS@Y+j`T3vBun63E z6>aC-!7n`wUjg;y-$wl3S~*`-mrY;+>5g+qFaFEm#X@qXmb}|Ay!oKo>$R3u2r<3e zL+Os0A1PJhy0V~rB`e!ETjEV-D-%L z2Dqr@b3^$8){6SS!Wz=MorIDhZuyhPK|R5+%Z3GFLX`E3&_qLsA#O#6O`&0^_$xNT z6ks!3)4`L8zOlO^xan5mjdO%2e&Hk#8D##;elozq$^h4y-BWW~(O`7Ja9Di-o-@-l zBcs8H!m5K|%A{Sn>{lwY&o-sR91`cQ_itsJlSA=U60_jTvITDx)_lrl6TT^bU)hRo zmo7X%eZOA3j&3x)3$~K!G}igV%G1#_uLFcG_X3yvQX<>4QG%}Ta(q5#qo~`@QOe^} zcZlTMoDA(ps;e{eiFill4Om_7S}xvSONmyGWLIYv67j&(p0ms+GI_LKWS)-x_UOFG z^*S){Z@ADs8|Ct-zTiC_mGSSo;0+Axer9)m7M@IJ*-c|P{1%+FzbR?+@=QIxB%T%iC6S2uJ4&M|AZ;=Ys6F!b=>Y-d}Q}(h5^AZZ}+Hz z(7jmGRgvH9Y=4j+FZ&Bj)|%l0XZs798{uwQ*>?;^g=YNd2!8P&kZgD&j46c*Hr$0d zCd_d)+9o|R&lk{aER~7Ww%7t6ofZph$!J9j9X{{Js3G1?P>T8wSI(zdvbz#7@Ka`3 zmMtb|ho{{Agb52&Jx3#odSqODWAu2AB^5V{S;x2Joy;C+kYRZ0TKj7=O?%6Y0dwu2 z&p!V=j8TZapC8;YS>u8Yw6Xg# zPbwF9Y&QpWWq^3q8U7oNun=lLP4>eksM`s0uuXKUX$OtC5|f=?RZxTCfjKa= z;J$G+c3vAJms1LwDsx>W{>{UyQuMftJo8aCf#{uvv+kb56X?lWeL8sK(< zO0<)75}UA$8JKRB{J067enua9bkLu}#jO)jF+Jb^VM)*b0q27MspwXLT-0Eg?#pu- zMj^&9UF3&AV>Q+1lyvjt{UA>$U#as(TSDFG(j{Duo>j9QLAiUxe|82l1F@1j_Ley zma!ZWrIt#CK;4-FyzeQ+w-Xei2*Y%-ANrX;90H3Vy`8Z8yqGXI9vo4$ch<%W@<~qlu87;EZSP~}m4&m}(eZNXLZDc#d)YEC5f;*e1(tO%V?zTG&NE`+G zaftChf$@k@!~KASGe%9~AkE@4;POwV(_jJ0+ERpwQsdY_0mB-XRG{=#PN@iz&0Nj; zZ$jPxZg5C!VLl)s7^VaN^W!7NY2u&nLg|-idKFQ#N!Q={mK144>{s0v*Mvd?z;(tidhX~6g0)H?O zHQM4lG7l8Mt{s?tIhALml6RQPUti)5C!fAT^c9O4f|C`1Jk=ZZwc(ow#K#Nmr!Wk=M& zYr;w}Qpoe5U|t!p2kNeTWC-nt9fTi)mf=G`HAW%vM_jx1m{zh}rBlk)HN-N#<+$Yk*QHC&sE`OQO`KKeeuneeR zdRHIkrMEy2vBsdM)uY4)=dU3~Kd{!WpL~x@S9u#hrMLpR;9gn$>uWd1*(RKY%6;Ta z+q4|`4lA6GcT(}3xt?lz%!u4q54)U?Md{`?ZLY05Edrg?rnuU+JrxRCuL|^z8l0a# zOR@eHX{&M((f^hlp^5Ub$AY9f~AHB@`ki3yfs);31rn@BNAR|)7 zTNb^X8X$j_PO2$X7rm?tKA%sjnYSqAfFn|d3+7pul|l1MJR4|m7kSlL@igHPA>=I{ z>!N+w(l=4_RyiwfvKLwADW#jWc~H(e&1sMk`ucO8%S08enq;2J#IsAqdxvCcNq19r z)?<=n721H#&_&{l_Sa=Dqe^k6K`foh2mMvmDV7V|wT6P14QMoYzKKh>we?J+g_&m0 zfZ$8vHO>zI$B3`gflWt0y`G$cZtzz+62d@bv@4mL!=&C*B*VX%*92^=2&H)_n^}DI z(TqtTEp!N3e7$b?mxn6-!>@H?gN!MjYbSsrQ!vnM?z>K5wvxyGjVBC2jV|4?V}*>F)D3QWftZzg&hUWb3nVcXXLjLm=tCVR}EmUxsNoJR+bT_T~XtkWRT()c@I}0*Y zZm8NVx!<4?7paU{5uId;uUmTG_-p^dQ}6gBSsqMK?mx^rwN{Sb4P$BR9nhXwX+a#s zcw40vCYR>{zJdR0arfw6%B)H7+2EwLcH_hkoB-r*NNd3@EaT=%$~Pe^#8D`)Q~#*O z;!LV=aB@ghQTbj?z)RzF4w08@sRgo`=W2KN%Lvya@XLU$VXJN^KQjz(@V^NYibS-M zs}W~ZhA5kd5FPkFV=&>pA>SqFT!xF-DCW#eOJwJOr9vXDWn_1bo*V9H-<4V9Xs#v1 z8C`)|#2}${U{^C*LA$<;otJy7a@B?%&Hlxa%`DyrA(53TU4^@A-$ZGl6H2b6@=LtsL-bt1gbI*Os_8>sfadZ1G9)(-u%cqQkMc!I zEA3~xzLr`$HZqra0^J zCPXP5$o{_7_2_9R+^w+{s3p}b+}`jiB(hp^pQEoF&kY1ZD_~SqimMe!qG0{XRc7?H zJe|%34sdeDMsVjRF*l54p;chKVG|n$(fwB7bUIJm=}AqG=Jl-obi(!g{df?qX1PaU zqA4iPSle;Po5L!27nUWsTO%t_i>rt1&f#;z_5S5{g-5gbWk`V$&_OUg+QZ4qZK^=E z)6z?XwIS6r77tYFxa2gnFFC@IcE@2EsttmJI~mY`h(>gyM~n7wtExlYJLfERPNGP5 zDXxDm_>U+3juBsB{4yf-z}chm?U9Ek90ikKJ5{be&x5vI!H?Iux22-AVmp47NA?e^*rzIKM0ain_L2rZKQDl$OM^AkVU-|Rf#^s zZ;2R^Z)6_mk_%GM)r;S!8#h8N$OzcLmiX2kn@Z;DURK(d2ib4z9+rCcCA=2XILOdC z*hUemxIL-xWTJ^MUUjZXfbkQFkqJzfproKJ9udJmW1X)1jdK`P;VjvYmtFE^%--`&hKq8PlYRo*%N%GWUj`T5wY6 z6qVfwQbIyEO%xYTjUgV?b{wpg*mUfx47vLgdtM)IXI}cQfHpOYo2{qFf3Kz@Ln)Wk zhDSu1_m~FIf_U0fQ?z6RLctqickGl|elv859dF6zc0wM3_(g$-8G__ds-e)9!RTl( z5p#XY(~qi~A-zenlK~^Dg#HQ;Sf`e7;b2IuJPjW%qqR>bkkA{3I&j2HLtrQpG)VQE z!V$>ZZ+hM_&NKguRmnF6!FiA)Kj_tZWy!o zFYg{hXHB3NY=|2hs(A*j>r!%^c!sNt?(Iq8KT|9V&dc`fIt@(J;?`uRa%XM z2Bikrl0k$Uz$pJD3j>{kq143|GjmqI|45Bb4=}(V^K1I>XEDU6E^el|Qc!jLUXo#B zEDg|=``KJ}(JyUS5|m0mG3M6Cld!6i-8eKF{OwDaW0Lh#N>XJ8k=**$UyO`b_fG+E z1N-T^yBDd@45mqV6Jfn>5n~=3E|?k)-Iv{=!z++D^h+HKH#;MsogS5tgXbA$G2$%F zon?D}f~|O89uii zjwVn$3sbinHFR@|8hIbIwWM3Mymw=YZhDo<#^elKU4>)~+eVv2O=&BWEm8ToPa5fHN5|W z=C+SX&NSp7#;7qlWD=9+US>FzDt*OX8F<4`vDZ>UIVwzF|D|G0%WfE!{TPZrc|F>q zyV5OzFN5Pr0w%rF&TXq783CHl3WZpMr$|!89Vs4BW}KkIe6R>p36PP^4FTNq&%zl~ zXSb4G2*p-`He5#8WiLlZ7?M;b(zF;gBM<^~lgsWaLCf`2FL(B%ClI!o|4c>>3=@J* zD3_$3jH>4J8(i;qhM^GKN=+RM!so!3S^kP7j^jI?j1`T8;lAUBBnR~*4Jts+=c?$) z&Eu*Y(STMF#_6zx%yxkv?WlT=twcfiPSRluMb3SU!*yFXAW*=?J@Okelt2%;)LjRX zFv9Y)4FBi@1bRYVSm1)Ie5w>5#OWZv7j!?1DXMU^3&<4ZgZ{wia0Of&g`Lc!Y_&tr z6%%#*0$iJd1iYYq#cqhZ)*5|w(YDZ_o`xE(gh`X}P#SM@U*;QeC>v_2yG)W#gT*mT zKK%`p`LUvdx!sWW-Y@Ufts9Ny-q!wnLlnh89qYn&L*2Da8tNfivWX-d>(YMW5N3q@ zm%0mrhwP+^Sz%Y;MxqN;1w8_dg?>70BsHW z(@%2djvoQ$=ubQK32eak!`wCnb99UF!7d8>)}8zh^Iel1v>I4lx^&ii5C_B$+ipBR zOcU|O4C(ewXvt-Hutd6rtH&)vkPozP=S9QcTml8JuuJGzRyJjM6a_DYDhr!KbpuF#n@X+0!flmAK;6T>@c1qWb~NL zhgFIto3J|cqKE+n((UooSI|@oS6!Oz(MG3n-~6{Tv$`isHoc=o*>Sh~o54Vy&lgoP zcah=8gHhQJQ}U`;=0OyvviIu7w~{U0)FIqvm7TIv10O4vZhEIdCO@k}sr^rX*I%>$ z?SJSeIcCqvv@|JSxZ3v{$e-pw_6!p`cho)zg-DTWM>4*tgKCx|cvmhG?h?_J?V1Ej zAl+vD`{O0-_7s4MzcTmW^aY9UupRlkzgELq)Js|_`^%Ar{aVy#na~MsuLmp>nnjr@ z1;V_0^0Etld~wR{ejQPE%IyY;z`AygO!&aSp#vwE@!|%|GoP>CDUMz!_nKH|j43Yf zS*4_5oJt_h7_WbQ`B#L*Wo57OlqMya3S~&k4xu@r(p_NDS6{dkfAo&li)t!Nj^fkp&&e?FOX~vxu$^nNr27P4M9xc-of6Jc5Eu$YPgO8ZmY- zgSnZe(^sA*ZW8N6W-2P(J;DRC5Uf8NH@_;DUq8{@jk1wJc9#6)DoKxaFBev}`@_(w zHe#m0q*9Vmk*k{=2S{~dsY^^*0Di#WxSsetdXwYw|E_fgjiV0ts!k` zTKAZ$_}th|?=88*nZ2*I{Xb@^u_- zBbprulHGKF&SKBjl!ZhzGoF#{)hYg!May`M9=pC*R;UfdmtVzODQ z=G~$7%}v)wD|0*DhL2`l#ob3sUp2t+&sch$OQf*CRM`;t)mNwBPbqZ+z=`IvhHTna z8IrNFZLR`aOSs3&!2*#r%Pp3z(jVf11tlVCi==b71hzd=f$+8?QQjGKF^yvj1p*t* z;(?iVU+8ePIFoZvygcUuej+o8me)yo!W@%~s6KOKwawt%#`1Hkh6@R%P6U3V;5IuQ_arJLt`ij3wL0faA4cC52_Qky~<&laE6QZ13-T=TbL4MU9?e-J3x_vwdz+a2&WvF}W-C{et*{m4I zn~)9vX#C`aRaNDv@W_sAwgSI`({F(BQ5YRE2q97+0N9H$gbo^T1dq4qeD{1XbAigw zkYMDJFK8+q7jjPU-GGS?=M(WA{$J1K&A|noWpatiL~3h0lEx3k_VMF0Wz*tXjkZyb z@K^3ObC_4R+9VEh@dXI`n@>JhwS`0C?c@(I#U4Vze&LK1NoL&bV$n@m>oP>29<|d&GCwz`c!)hB5W0VyDT^ zxFz^do;(~a4~tsDFKw8wp8ewtb1yXk&ZkrK$kRlZ7a zA(lh*U#tlBY}_rEInOinB!TR{eCk$00I&A+y3DMY!xD1WaB?U-Sq3!Bs_r zS4WAg# z4Uysp0F*#of&?HPoZRIdf zsZynS_Y+eZV0^WRHjbRkv|^9Pl+<2AU&x2$velWP_*xveq|O0A8;|gdc8b2ih5&O) z%UQds7LBP6szMpSO;aSdN^vJp>f=6CFj5H0SbIAV-CD*o4?1rd=)iIm@oi_WNcfn| zvQDo91x8KNq`lpuG{ z6z~`i*LtiX0(X<+qvD_W@4EMD3rQ1Rtm&KBNv;{UmP{hMyK3E(d~sMW8U|svb=JT= z&fv|mNhHm-4*IrE)mek2hA&Q(mmWoRH=^rl!=NMh0y$rthO>r2Fbn^;Zp2D2y}iab z=DM2k!TdO8|E;OLo2gy)ch>w{ZsUTd$i+E8bhsr@*~b2eudJR=n9W(J^1=-+Kks9Qm48k?-LACP~tT-p0co`k|Z~yG5+a%Nj@77$~^b~ayt!fMGburRysUJn; z)#SS=(O{XTn`Ef_on4e+vZkol%1kcc+P4|*9XP*zYWdnY6urB&rTT3D31)zaD*yRi z1J!)@M_k}kTIa7++8&wF8{COaBkD_sl!X=~;%8P8B*!C1hCnF=y*9s)q%x#g*2yGw z<4%woQ5$L1T;O_!i`H*vqb22Cwtx!Fc@OEERCzYG3!0#pJy1`;L@hTTBcZo!E zl(F|0g4Wk6?{sql5_Q_nRu>kPjfO6A;#qzZvtx>D%LJs*5euJy7RqoBOL zBl~T&p%#+uYNg0C2hPu!%u(8_pO+OJ8PAjhQjE;bIEk)_o~7I+lN0kIMg8(FQn zYFw7ebgfHZAXj<#{d^&i_BA{UG@@|!i!>si{3@SR7EYsQ?biu*J!m9>s*K9*fn$M<9`QWz7m`bxmpIzA{E68!-vV0(wqq=IM%*kzVsE(O~+5lGg2^o!;9f>D50`U_}!6pvc`sJK1x=^hLS26 zva8iBWvU?XcK}5#*P|0EFR?)oM|1eGI`y|K!4INIG#XN@*0rb^xr}E`uU|uHO=&Jmo_OOLeXQWz+AC^`~zxkDgvXBZo~A`-m86TKN_Z&h>5SCK7WVX=PL;9T%&+(`v_LF zuwYeUDpK`27vaezRhO7)&whGpv1)V|k=COZA_lo=w8wkzi1X=d%SG!C7{#g|#k}w1 zdOoT{TO`{PhpHwFTNA_xzJqc@R}oh9u<5J(wmticRN*)k4_upjZOw?H;^PwKd`V31 z^^-GxQNJAITdxZroD1a%scqk&KfQ9yzDh@jGig(#GBpxR>J?nJstJ8Xwy*q6c!GTJ zQZ*x%;=G1zYPTLfGx}ZBC1FvOPmyuUHou7k!`cw9v|TSxEq58&>8A4Z33BrSjNwgAQ0K-;u}?_cHTrP97ENi{NnONkicZB8I{(u(c{efKBugkC#G-C5E8~aA&TR=H_JcwM@lKBVa-~%+YIk~u|M00;_?pdn8DRod zkZgQxL0O=&%*gP71Cus^&Qoy3eZZ&2fme6=lwd-ZU;WffB}YRlZ_-sI>4-X8am60u zx~0=$w`PVr~7K-+v|)FRMfk0 zRO+%VoL3n3y6BRD7j0LGjMRPimyZl4#JxUkaAjbwx<~3dQ)jiL)^?)e@%@Qy$*R$O z<*tB`sg^}uZ7Dw%_e6Ru ziSVTdtS%8>P$6Cr^`VSfq=f>nk(kXxU#$AKi3_%5kAm)XOk9ak?WD?W#3`E#hlfnV ztDHI8j6cM>@7D7E!Gxn%cDHdOy$g-c283Hus?q22K?0#AqklP2iu>a1BtlG~O?d?v z(+09H)%_wcowTzY1NZPIq5RH}W+^Z^XQa3Xv$m9BX?BYdab1sy=7D+zY{i!yAAH{i@U?(Hn_XH%i_-B4vV|P z;?Cmk&f@Oww%A;L|8wrW?}zt8I!Ptx=_Fn0Ig_q>N~V&ia&p-GZ}+%ICzv7`CNW(Y zf@e_ygsu$aNBS5AW>=vZ#pyq7PE%gJ=wk&$KqJ1%9NLUkL>cTL<{4ip&1J-)Ze^35 z+pSKR=K@AIfwlnr-laS|{B|ruF4XOhn$VbQjY-n)oxj*)oIf(zYC!eJQJ|ll_E^YP z2{sb@BX_VGb1#wa8}#^&V9g;@d_;6kv3f4z)y!$K6uKhpjH=uW!~EbzsSrX80j%i_yHvlesUEe*K`;s zi~(!rYBNJAk4CXJ+D$NwMocwxh#v}SLZ6e!*#SmTmqfp*n32<(X39xRe zULxTS9CAi(`4T0Ne#~d6vka%Fzn&?|iEg0A70^`XuGiWV1PQ5k$P(CpWF9h*J_#hd zOvj~Xqo(A1VvmCfG~E>w`L_oG19Bq@!w33;Y-d0=)TErdYu6jrp1cO z5l4q%5J(fc?Gx7Qa-a-s&Bk=8evy{!^wG~Edg5;4atclz_4j1zszwU`aVW&`T>7v< zrJ=icAD5LTOQ-m06ebXD&8AX1DxE>;Y!y6M;EW#LKl+WW)GeJ8SB7g+2LJ0qhyO1{ zPw8q(c{YUh*+OP+H%>AayxS*E@@hP{A@ZmK3H1u-v39@87?MyPc@Ob>hek*BY@9LE zH(}Ueei9kKjo792I^izSO#@tJv^Nl{dqO**H95aZ4!@TP4q19Yc_&U zDQ9{;N?a-OwbxfLzEiK!frIH_s-kfA4?z_py82xRWF8Tdzc5+3RKIqblCq(%vV~Pm z?UF0La|z5mwV3oTV9mE#cIcuQJXIn!{XOZ7E^!S)>=K^f+c-7v_qzsqueRJfOS_m& zCf-rv4CGbN&nl)7X0e* zJXwd%#)|6LbZg<@Psoe7D`@nlBsM^k&`pCh^J-0cq*q*L7%ocBL_B{)tg1Y_ej&R(R{*UsN z`=*>e|BJ~*PGrKS8>QI@Fzg~2@6jWmqg7^9W?0Fbr|L@`>^&sc-R(3ZNoA~--96sv zvi`qkwWbx0M_}cPQ7?P~`^7P_Va}rPn9}B{5s8fG#D`iovUuw3{--bmzx9``H#DIs zqI|erP(}hH3r+*{TK?Ad6(vE}e#eLK`zz~-`uy{)G?p=@*Iw;*#|<^3*39W9gg)lQ4@Dm--JQ%OAd-p1<1PPC zQ`CyPh|)V};2}olI1T47MQi$69n8!*9L}NuIrdkd%-QYv(9dA%hxN=^W^2*B#nA53 ze#PsIy@ilbBU#Xqkz{}eOF@r7`s_6_^+Q(XEULA`CuyaZpYr`HGezcdw96%{u&_nN zTT9M?znsjCaLkU#PVmt&4P&_QPmIyY8AV-`Ym5)X%;SKinfq4G8Bnm-XVlU0F+;ep zV@3e*{@tT+^nRH`*pNhirh=!rK>M}S;uMxsZhM~LBf;V{oKui{x+|Rb-AG4aT9A56 zyFs8V!@n%u-;_$rq^6@c#UZ!-O7$aj-E#NJFvt5@y$-^okH+9&!!#_%JPbJtWvF|ifg=%#&~;Kg{O?`8Qt1ows#m;PKs(~RI;lg3GHb6h}s6xz09hB zMH;j`mt4ACDyNKg(a+ya_Cv(_zH4&RUBq4{?(W0lsYPbM+~4YnavbwptP15Le&iNj z27it#GWG?jHcjPK3iSHEe$kVzPR|HKGc;?;Ce)X4hkg;~nVnx1D|R0_-$G9o%US)+ zWlTELZ@rcgO%@`K`+5&VT^oX0+?1s&U9I`jZsOHG z6Mt45g6C9Dc(ye>!aE$L|GZFS*{o4)_z$%T<_mSntj7OHFKYU6;m6(8V+w3n0lY}f z@-gmGO3gS{Kn(meUY?eAZsv&>eSk$3-adgL(ogCq;mn;?Db-5nCUsL?p?Z3PG4FJt zKdwR#Cj^D=#nCm}7z8TQog3DP|ryZ$dZK zg+}Wt0KyIN4b3aKRVWK{?H)GoWH`4)!S!wS)P+c;9^ z-74kv^Vu8fQf?#ui@kqkLA(!<*$4H+7_ml!;iAFy};lT z5H%t>f+p9xg9UZjPP=-qHs=d59p;UO_h|by-ko#jte_b)wT^vPI{nI%kcsl68>??u z@!d1`cJKTj2XWTfrK*l}uz4lUGow^;`*rt4)*D|oEAwqMht_iYPX{q2&X$MSCC+6B zO(o7ePqo$?ErhKcSE1QW99MMhM%Ei&CM(t(K6Beseb4dhU%pbu&W*;z&+Yb8{x)pD zyma{mDZtcWa0IpMwFF0&589mD)t9Ttl?|VV_CmWL@R*A;2LpH<#*y>QhVNNIoZCt` z`UK^&mV*B8gR^*Zrcg||*1{V=-PRjcw`r2#Jd<0&dW)ypYd_{FwlR}C>L?a@iU797 zvL^=VjKhx@57XwAgROk=LB>p}@|0qq>~+yIA~>Rw!_R>pcrAgSHLU73d#C15D1@uw zT*ggsfa&en<}7}%h7Joo5Nn!Qreb(nv^(rPrAk-wFy^#hd{j}!p=hq~^3Q3%>8OHI z`qizi{4YB^_)>Pp9(M>!{d=nYb9dM;$;KJSb^mJ*2r9l;cPJ-Ubo5O`j`epQ zh)!Pklq*yEWwU4ZB2I6L*_@+i3X$w&x>MNUpa%u01lK#9F1(Ygd)>h7TBIKK3x8oH zi(;SuRfI462~YeV7)7Qv!-NTc2=|pDBp>F@Cm26#E8?}^ z{$58I3^l5ZR=fejMF>GibKtpS0AoccF7MNTI92Z2Kv4$i@mzlt&f}q1dNy^x0q++# zw$_MxTp_~5TI3bxgQ&=k)i!E3V_Q@{u3(c#tQQEZTO)ARq`j42ra;r#)YXUEPb1fI`xK*$g zNC%JMnKW3>NsC-9QIf&HoWa1D!N7vyiUqqBFFFl38V4_0H)aSpya!|IoKxR6to0S6 zUC*516YlWPaJ)95KU(Y`&=!VVI63ck!e53c19~$~NWxA8Z6G9EEuWz(SikD1>>1^X zhc43abDxiUdLLL{H~+Yiui}-*_dQB=^otG*q~X>>etnOqKCprAb#s<(aGPR5X;(5$ zB5LbNT1*((kUbtejO#!S=x~J$v9i&E%wMasqYSN& zrR~ComUO1UW4gak(M^4;DwVn**yL?7D+>(}5qdWcGYhPuZ)6JR&i^=)fryT*E9Z!3 z$pzK^`tT&oLb8>?LP3^WqYM7<$k^03^Eh7J)c)a-xtU|;F|xY(b`bzPG6F$d8Ww&4 z*Lq~%)Y0scpB(2t2bw^%m)oTuG*%$GwH~>*XDd)^qN?qC1xqr*5HszSlH|J-0Azwn zgXrBW{^js9cST#ze|Hgw)Il+Jg^L;dg7R!x!2>>u!B&DtDT4wf9vqipF(Th!T6vL< zzz^d<7%UIPvVM`S{X<^tu^!@C|KJoK#Iu(t`ra530Dj9%@mUlRP!D_HgG$?!yYaNC zY~pdSN`&`ADru9|3M9B1^3hQT!n_a$e`_@c5ndSPf5J<3#;p@og$F}e@rs) zQ#XNpMn5<|%~eTRZ}FoVDdn@FGwpgm$v&wDg_o1%oUn70%xKJ3;bngG2mTA{P&B7j zk6#Zwg)Ir1ogsg459=PEHN7C*FXt6?MKvzoL8q@Q9A_8la(?eHSni5DhK~)vyPcu< zv>p_Wd!a!CA?+E8{I@LVdwJ($L@V(Mv<(;y7on8=yMVWCunj2w>||*V%Y+Xuv{&uW z?&(=gJa4RwkdO1G0QM#j)TOY*n};=s_!1&Y~NG16m z9RZ@<%ew|gugFm{qA6a54>^Lpg7rV|j=N{O*c|hTfyLb8szX1 zg+=_k#zF*i=5u+iLe1<)<@|&n6pnsLLj$qx<%zu~M+6Yw&X9ge3Mu zx6B#A*^#=+zGV?FX+D^VkfX4-ie#VA|HHL@zmEw>x>Xb~0bT!ASw*lD49$9hLlXM9 zsrf||mz~_H9KX1ixV~PLYntp$mLIZK^8H&G8 zLyp1f2~LA4Fophiw`QMBg_r&qh{ioFG8af(TE5jzEvds5BX~r-aNAT zISHmTgRoPm8;a%7u)e;u%W5OQSrNrWrRE(V%g-xZQxEw%e$RUds_B0LI^lrB=(@y- zuH-zE9<}{E@pr_C|5SwZlj6S-lSsVZM+89pw<;2YJ&VbjYPjc2mjRE?Z`(79nZ_5)g$-Ft4be`p$m5bHqr7dGJWbnW?XS`wQ&Y zn3IyrSpYVNCFry~C>K{u(McgwTrsAR#-f_$j9ORgP@a+tV@~mT1TdrQg@w`y23yk? zbndhRL)Zon>(Cd3v)e1@w8KT%1_^5r23gw+?j{mObdwGl5KNSfe+3rqP`<;JF3Bx# zBx>_ejspkQXszarx1fEF__)I&$YVpC&4&8PvB&8GgmR%=Ec+JrYQpRG9bP{{1jlR+ z+T88SA}irLPK*ss@hWtMl;8`ynp!FAy*$~8`=Af{ZLUbCZ4CDjFyEp5WbbK^RlWwi zE3uI4i7K!yD{B^OwbTCn9rg%Epqs>ts=v{)RAmJ8227l)}<1hUov# zr#{k?$N+<$h%;7~mT^DAD1NOt#RSHR#E&Idh_(>b zVfu67BmyBdP#d%2AB&QhqY}#1%Rmfd7pr+RtAoBxtO+qXql{)d?tt}k8ek^N8;iIT z47H{&fDW4HDHL47Rp6L{okE>1x^YMzal-+6mF=Gw-TG zbdOI!Yknjsb6om|Ivx5K`~<5Yk1T4--w@RYBTYe1?!9Jzpj|pΞgAEnn;qvHFvf z0Q7$p2E}u*<`3Tq{ggyVR=g8@Cqn`Vl)*O0uhy_GBM^?rze~yIQ}7_G&jD1|0H%{s zJlQA}Y^-rc_B@uArtF`!*cKR0X>}%i96v?4T51?cl(Gu zZ`cGpp@}=sG($%OUu^5ZV<-UjM))RDYAiUB^n`m(sWPlg<*)|m%N199#f{?hEY3zCTnn};Xx(|FX zmcs%c1J7z2Du@X+P+O)#^dIvvZgFS2txmn#jJ<1$1kb=GpjZ3=D1yjhc|jd%M$e5m z*Iz{W0)(O@gCt)=rl1e{@=QVA_!G`z7uR={?6l9Jw?6mwz_S2Hn7i=*6Gjwj|1!%t zbKl&S5YTy`7w`lp)(e4M-t9y7biyFs2!>_u4@ukUv-fm@CGJE*H3)*O?T38m+b4b( zyn>vT*l&X-JSxNs?Qsz80i)lo%MJ_B84#|B7F9nkL^v)Co0fPmiYM+Qffr>uu7XF+ z3->A=%a$a;^iCmyL52Un^F{15bye7@g5i$e80Cuy#}tta&!S>Ih>5-RSqn!z4OBf1 z#3)EC{9!VcZ*L@)bjEt>0eh?M`#i4$!CdrI#LUq>hyVl=#8FdbA>kiH@C4DMP*)n> z+de27$`l8a(<7*75u1sB235Ez!qpi+K+V#j|pN zUFse;Vp;RB9c3ncDumR)^ilI}1b_;*FN1~({?`89zl^e-YWTXgt9VeR!S5^QZ_zxk zokpU4dGp^PIR8616}H1EFWPUSt+eIpA1`6P+cx3biPt)pH@UtuU&R#1udbZ`TK=Lq z;|@iI2Vf>TdKRb`_2f!CI+YpLB>Gk^oH(nIME-;Wg?Q)97({*{vH;&u!bz7W- z>yC6UAk^dfpGV$~{?4{voCnE257aP{mPeTv{?0d!ccLvn;!l+8?gRd%Uy?6cI1Aoc z(f4F@7R|q*@_0;izC5@ru33L4lw`o4Ul%e>RIyq7YQtpb_|RW8Prn?j;z%<+%I}G8 zBiGzb|Fw3fH}~KH(A+yiTiDYM!eHFi`%#qLXrhCXbp+MREx|p|L1*FKy!z!_hOfwsE$+EwKsikUdfbroGG6^vSe0+*U!*7`(^R zD*fmI;2uF9Nymo!z0tLw#l0!e+HazBr@PaQzHRphpWC{r+L*hK5!K#yh0z7l_+&Co z?3qgAy^MCyK`4$RHz{3S4nYUZ3$AQ25l5ukUXm>+D=CQ*vNd!a55!C7zR~Q-OC^`? zYx4TWgf*3<|5w~ocJ)ZO5KL$tnQ(W zG3Qwscl3uT_8UR+r|Qm*$8AmO+otsO%Z(=MUxhc3y%(9nb$+3D^U3HkXiUWkn9ro| zUyYWmwYjA|eIP&lBHuNd`Zt%|?he{|cGQQ%g>M65OiVbpuzh%c9kh!3 zGs4eZh?Y^$n?Kp}kTN*dpj#eEqhR_|`y)?mdl+%9^8QhJ3v=9__W&9HAo$kEYDNj72{*J^t;}Ic zzpUsCu2hQRQalG8+!#;CS63CkntnST(Lm3!4_TCyClp)o9+Q+umRKpKk6)o-ve&^- z{A(-}lNrJk?#?SIU-)fTs~$k>{L#bQB|%7c`YF9zmUr6wNbwW&Y|U^nu+3&5=|(tc zPZ*=Lv}-#&;rMUM5s!HQG=IzX&Od^<%R&*QvKk-NeK^Bgiq)938J@VM!4XRvV<8j7 zE+Mh7DBxe3Uze&J2{2@f?J@jLgLoZI(C90?f%g6(utvLojU&Q75`pdfCE*F|$&(3agj<|pq4}$hxiiNyu7hC^_UEfG2DGPnI?U~xxas) zRT{AF*`&Vsx7ANR55!V`cB2XaV|cRNyGb0X{_BSv5RNZ(dkk*G$=Yw3FgXZk$vfIJ zfOf_gmL}6`Pa9X%K$aE6?@%6vW!88OhS4UblAu0%QuX*})|oGeWC`v^HQ-!Nqy^b` zD+<#Ld0X$NG{!@ji59~$us;-6I2!_-n4ftNZF942+rcJvBi=->oOcRTRrjO%u0kQ3Vnjb@x|hN-ao z%ta|G(pXuKgENml$x|e`!$C!*VK#YkKp;Dq%je~YSaI&stJ450E4zlCj`AEYO4uB1 zG8){wu~(iwEHS%KTK*4>=}PJkP8o`_nQ_9!f_l1Z4H#f{xV4nn$#?b z!(fy)T2}(GG-G&?&-vn9!Lj8p1F$!}L}2-JVNH87Sbm9kzOML+Ne()aHz~x&*e^)M zX(pqRgDwvt4Sx-lcwtDyH&WAjR|B^a4HbDUwj1~tOk7^_r*pCPrXO~310=Hm)OHr zmaIr|6|t9Y8YU6SGUM3>!>gcTD8A7a&`r?ScFL@2F5xi}aTD!I4HcXiP9{)iB|fe{ z@V8eeq?|BOXL**`J>#Jlp2ravN_=emUm&}-IboNH#1W_VrA`;Npmm8NX=zmyTzU%D z0a$Ls8a9fAR>p};?uzkH30Xn+l2^vPjn45w)izL3X6c(bxRm)@ho#xfZ==icxNT>> zl)|*{e2iu9#4AZDoi|%Dyt^LeOXiDm>h>7Q<2k`aE*s~qRD)!SH(dyiCADF6p1jBa zHUwsE`uCDB{#}y!WWCT^Qum|2(T{er2*#lYYt@@3-t~aB6hFl*kRPYZd0KoOT;Q#T zIB)#^xL3B)^nS4maaqbePj&VP-l4!W{jswGeC)lfm7bF5ejz%3TFR`a8hq@;mq1x` zpOuP(Sd(k7vH@*5rP5PWCgM4o(H=E|(H8e1eqG1!$cZo^tXcXey;Z&ws~1 z9H*yt1$G0Krvb5>ld7wcxubuGyJg#6+5nZOjK9~&*jh>1cbro3;yY1ICv}4{ZvJjI zQT0t^i^&e%%$OI)Gm{Z-8NINjP9A^Dl&?w^PMsFK{eG&R+Af{K$`Hj~9}bEU`#IF3g0>di=9k zIybGDPc>LR+qsgxPkJB8szXPL7jn%ZNm9kdDoRp_3P)`xA{(6ENqia%i-+7Y5dArc zU8LgY7~U6kr^lKrHDgG534CFyI!j|!h0rWEP)OR8+xiFwS?@WUVH_{N0i2OuFc2K( zBDXQAOy_%IFsV{rI%&KT7A3dCawBmD6dDz^3N=REUBs(m5_mMbQMbMejL2Sv{Oc}y zMI<7o?3gO8#Lpj+VH+4mNCbRbb&TAH3t)`ENphh#IC8sO; zMoHa^D-zb!0KbXJQ)3NT(&Aqg3SK}iO})4-^MiI+vX7Yx$y3}>3LbK{eV;mqrHCoM z-<*Tre2R~Y-*QUGwvb@Lsw(oOrZAEdw=S-Q8|@0%1ndU$&cel$%q(cgIF877mCSnR}|Ti0UNKIs-$e_xH3h-ofey#<5+p?TNahNNVttWJ*lc#WAfTX4A=Qe zRpkY3S6;`0ihq^4URz{~=G-)XrdBu>ft3$Nknl7mhJ%K?DS{L4Hkq#5 zx-FtIOWXk7bFyvbY)3_Xu^4BneEDz^;$JO0o@>Wcad0A=9pxdU@ZB93Vy5_tiPAjP zxm~@dV4AeY`bn#v6zhxN1}NN1oRh0xPv?I&Sk{SUv*N8?x`d5ut^0+FtzYz~){`?^x92;%B0BXK4zPfEnz{};3kRIQx@BDl$%O-C zU>~=x0tb+5YQ8$v)+*IkI{9{h@t8wKsBr9ME|ou@_ip18%1cd_k((Kdu5|-~SXb9U zx$%e!n3h)H7W&ZME)2*`hSbv_Oq++H(KnXl9T>FE#5=6_uROb79t$c~S6pu;@+@y; zDZETDG&j;%|Ha4HYQM0{kX(j+OtUd0W1~tv`kSy!lnP&f37VH&YTW@7nK)^{Ueh=P z*8KP7@aj&O9r=(%h;2g+p1Y)m*)QH2-TFu;{O1!S2gSY*xbOuxp6}t0EpEU0E`e+T zRcvYa$#!Lo<_dgN^7Rf=)a_n+F5qc;gH)Eh_f6>ny;L0se`5BMunb(X)2eQh+;uaZ z$B?snOPvewCMkoXxmhB67b$^{W9QTymHaA8dLfMxVNXYV_JqSnXa2L)W&bZ+n$wte zsml|`fSkh^CX@CEm6Y=s0yFQl+|or-xZPgH@Lvm-GQ>{Doj-MK-@n-ld4xO1k-!`o z8Ks^J*Fe&_3^%M;cTm{p^c^{mLF>5y()9YNEZd!$({0bG;?E9vqU1C@$DF&&a?;E! zjuo2R=(EGh*xM3z{vbE)I60@E;ShPK$hKu3+G|gw&tBsF;Ags4Xm(e~`T8{JG$x_v z0-t6k#QHlvJQv`KkVd$yWnoOuti4Zl?k$rbel<5vStZ{)&QTRJAd6^Kp2x>%-pq#h zjXiUGew_R>Wi~L&`kX;HUXE!eDZ1?dovHl-65qfDD*Vyd99zS}$ozZt0acl&33QDxv_&nTxYl+=`2{n!<`pJsqrl`%02ni(b`uCL_*ygYm==>uSs4 zUR#xC>L{5$lZzHp!^a_ct7H2MiAo}{N6)PPP}Hrx{M1Ex@z6v%ExMQq$Muh%{8xSM zki2w4q9t+pS3$m9|L377Olou{6OI_)o8gi=MaA!7XnoEoElxM+^yOd11&7pb&{~U} zCKZR&?$C9>bc+e#DMDSLZK$C{!=ETUM9swXtj$(1%#y&N&~p*7W$-e@UT^^?lke&4 z+_y6>3UA@hpD9@C<)|`Wk*@U!aFW$YirVR7%Ii9QPK)^rw){X&%~@zNtfl>mQ%hq z)GIYf({8LVhY-#k6zBYD3w)#fx9X-Zn@%!r1C%_55TM5Pymnl5Gx;_bF_jDJoAPds zB7>DyQO=2%bMKUa&+NKVngIXqfWDj=?6bgUKOOpQHWbrMd7?MdO=_7qYhA~oq52-R z0bSp@Zr;hdnDdj3LQlWlR|b%V_jf|=ku80e%X+F9Xuwy%=uE%XFou{BreFZnt{<~i zU$VQ?Ns!3uOf_4ju0>vL8avOQTt9fs02<)Q8=QU~{95Jq`f&VrqDO+D{-9J&ov)<) zQxv%x*}mw)+VWaTNh*r&9IRK&@hre_1v?52uZW-#@};@W301a!YHC|n@W5K)9f!Y>D^j;5kE z9PAuVWkZ3&mIIF0#GPd|_-~+_?#>pK;&=U9;qgC*bT~rMv_F^2BzGUX>z%uBl=*6O z$4}g~W!i0I$JNFE;c=_(;HyBJS$^jQnyiE(Y!t?XB@n$^4kWvQG1V6j@qQ9}M$Mr$ zG}m@AX<10bj)tVcr=a^UI-eg?MXd+tQ(P!C*3haG6u zG`cjCG=zX&H~bL>*vQN*+piE{TC{44ctw85epS6l%q&#_{E0#)ma7y$$U`D>M0aYX z2Nk~J)k%S_7b3`6$p2$gsLt0bV%EgcuAi6Es0tg6!V+QDFvAM?Y`^9VO0s%l#R8(N z9(~mPLQ}k5@Ak5|ew_VN3t}tFuntrjiChgDQB9KaYeO1T$)x&7DTIj%!%t7k=ryk! z!)rs2+Hqxz{1c$>67(C|f!t|O0jV7lh5_tkG0~v-L{f>F89W`bDol*5{lJ-rpNq52JITXY!rsUIS*^>SiFO_?CK1){Skpu%a%X@l1UgI57N)hAS579RWCI?XSrS zTGznTuj!E8k*-WCRxkW@An<f*3=fhc=6@s#;BCm#!94%G^fbPs^Fqo{YALj?(-s(o2L};Vl4jn6SJ8JG_XjqS ztA1<)x?EOc@uZCj^S^;Q8VU)Akq?!U=02}w5wvkRM@3<{J3u)>m~2pVgDC>6CZv!T zV+F2v?-tzz{aN2|ZM&t!s$3-}1_7HqH$2DA8g1I9B*}E~&bbMd$Cvcd{rg$2RTPc$ z!UKP}$-oh-!Z5UFjbb-wbB+Y|=c^V4%iC!KOY6&BM6zKykB11u-FwanIpF)91QgA0W)kxs?FtB@ejzbc_Ega_MERP*{vCcjltKb!mE zk6OFrEr$mOQ$I@pugdf!RA1{;zgeFN)yM=iA4+n%*IK^{o1O+t0>dJGG}st5m*4#m z=n4*W9QfoHX)^Q*mC}r2QO548if@`*Cft3mVn22$YySSoP?(4`2OhF8Dkzy^^f-W( zQn1_q$1|F^hV#WUdiP;cc1WMf05qA~q4*w*y|ZkZB=+N1qFNcFm&}hfht6s|bvzH& zg{{z;L4Eax7w<$v=9}~8)KdLqw(;7u7k9r4S{Y(GgD@}qI75==jjG9afI?_RGr^o% zZSQZ(+ulBL#fKIfTZpnq10X9|YOi{U1^h-;1eFtVh1M4dzsIBc zla_98G+yk@g|uslI0@#H2~rmZZ*4<=OkV7+5@z8@!sxBPX?c=y64$2_GZZ6*j%O3h zU)dyG)?7eT8-RZGb`uAHQzof5i5Y;QW*A-ZUN5Jz%wSR3Z%rRIq^7ZIUNMB#h#wF| zugNMw+J^L4WP(6Gs+<<-c-2mR7-#Z2m}Lo`?a0)IjyT2IRe(_Sc{i0rU@pT|%DuvI zUhJFf#?D|cEFbClga6g=a?=t(vp!dQu_-L6=k+DH*c<^Yuf+LVUw`@ywqKqIuXa3B zT=o8VK=gTT`K=_H=D6izs`e}P)c=y_Q0L!KYE}`7jeOq2Z%o|7EPHOn!|8Md62z3j zgRIQo%C%br<-zmHhp}hZ>j<)r6a#)~(u8o9tL|%GwT{6K7})?%soMk**(6lQ zJdYv-S*c$FmH7{;!SlK(c_1;h#6w2tl2$z!m9KMNBproB$MDaB^}PT-*{_xx(yr>PqIh6i%;)|H)STM2&_%6QU{d4cKf>W89ow5o=xng1WL4(< ziy0zp>2SLa(Yq~edpFQxwp^^Y8!=R@zu^jA7^U5r+5qH``%diBe3pAp{N>H5{*tKj z3YR9Gm=R=isqEn4Z*#JE>-L@Op7cq}G*J;!a@|qZfS&7H zrTb1k$odsQAt+kH;xAwG8Q6Mbgfth271@C4jTr3l&wo$7_PZ4McVNh&Bm^RY{5jhO z_}MnpjF2{qo&|n5|3+`mIhAiG+pWSdBVDKQKJ5j&yM zN&0i3sH3EC6xdIc9Pj+utT|>1kpk`_5OiQG?hzqDFqD6RmH7q9gR+n0#o~A_W+-t)V?2-r&o0iwD&@zTvuV z@Sh5Hn|z<2Ge#aU#y_DDh_;A_@?Zh~-BXb~N|c81iuCid3=YA6#4{)W%33+rcGY&EAtE%?v4lI!9_=JS^$1Tcsw(GhMK#X(PpO0{wp|#wzv_1^ZbOIjIvA>OQ!cUw-o{YT35o67Q*nvx)cL z@2cUeG?6AYYV6Ay_p&e;R?&XOIV$|nVOoYjAhIQGS+$80mEsgyu>OWX6iLPvbl&Uy z^~A}TgEp*MQ^ zcT-PkE3F}DIwlYM^(fJ6u%BDj?U0Q5vxyP{*1A;;W2|$Un0(#vWKVbk^n(e$5#Zoj z!jIo*M|N`88|+Q7zubJr06tsx_~n6ATA&WGmkS7PPv#T2OHfVV3{(B9w~Ukys8K+u zV<_jCD0m6VZs^&qptZDaQJ9!$B3 zEBk&uGpg3e->4&zZt;9}UOFGymlnSJXL*(D3{j@=+;g!j?M<#v3jfu&$iv4v${oyT z&G52$2d?-7HP%aU;)&Vuo(34EZcqJ_v3R4x9N{ZReP?0A{!-TDQJ(Fa`u$P#{(f}N zw#=2Y@9MHN0b547&ZWKu?GU4S@f35>3>5p3)+|Qf$Rt}&G@g@tce6}I*NklDox~}z zC$#)eYeYZ9p7&@jQR>ih9V~h<2@rN?eL6%q$!pz+ol5 zNAlii5tC2J>WrqQ^clmWj1Ckl3~H%1^JQg!U<+9six%-$594V3U7SBN-dGQ4B~}zz6rr zmJ}hb1tic|K^<6#isVYynFf{|0O!KC3b5H{qGFMi;VnE1VHW* z03g3BB^N)~`bt+{spc#FMg&h3R*new^&%s7ks>3$Q|lMAfU@7HHBKZ7me?vbPNeE3 zKc`6TnGG5txh`=d=xBRR!-x7;OPU__wfA+x4FVuc3TW~FIdZ@?p#JLoE=J`zEk;$l zq%^jUM*mOL59z*@Z}9D!!~4z>p6(whIn_)7Mn*PDkwI~Nvalr2*f-=}nOvzd_PlxH z15Mk5gHx#FPH^L-;{};1OSkeTbmZ&}d6q9MYA^7dH9Z}aP22?^2FiqeRE*JEb0`;I z-XKE5@1!G|=%cslP%iHP2;NT++`&uHSK06@Hw|@ox4eT8<^Q~QDIZQFf0AG>40$9c zmt;2i@kDMQ&rB}!M4qX_3}O8+jtDrez+m;o+WT}T4ZF4r4G<(@^#zf|YhHxl&b)Yt zGoeu7JqVqLqv{7n42eknUal37s;NKa|lL1CL>OmXxk4!hZs z2+Xx;IL@w!ysYrXI11gt1V&M<9ulbyu~5iU37$-YLGv>SJxtLOsEfSPZUKlX&rm8` zNwq;4xX8a}rpYomV(*{xsOR%eu?i%GPvj=~oe*bLyBI}&Jo&La`HwvLGK5O}P&`Bf z;K+af)fU6LI}Gr>MO0yk8MW=BA+^FQM=ijGNtc^VMZj{?1w!XUx=YgHU)TDXE!`Jr zG?KYBLRS7(-b2GFV-1XIjW5Y}`tukQ}>P6hiSDx#2k^_a4c&CT=KurpZ<0WZ|><;c`%a?VC|_x2DYF&`OrUH(S{$M-1a8B|Ts=oDQ<8Lz;+-5V; z^vZS2gm1P$ERG3WlwDn5{`f)2-vO0|4?bvt9+-3?R<0HrO)0I8dbSbfE<|*m-N%=A zy1WX@pBJ$ZQR6x-r6x#1&r47_2X0pY*hHJE5E9Xjg_-q62JbA$l}uV$9n$KIrY$;o zgAWnWY8g^XzC5*hjNB+4-^Kqj!8Y<%S2W&qoqVNu(yiqbW z2G+{KOKl)U^0||A6cg=RUtTVXy8}%O{ot4!>`TSU3?mfI5&@~l8K2@1AM8pqd;N3- z`L*A;l!73MkPyMyGI;Z{NF`idE&?gi`M8MJ+TslS#j(nyb()LFUX?%%YEUg8R~TxW z7jikpdK8Rg-m2(&gzv~%1)dT;V?g%;mJm{*EB@EX1DQ_Ae|sVkkpR(nG8sIo68Mo# z8+`KYTxtn$Sfv9O|6xmF(nn#?^8i=Z2><3~0xoLfN?a`fHeSjXFdQx=NK(m9K)(vE zz7V(ye{w7xs1wcd^A@amW3GHEja(>KAxN_8rEC^XQk3){oSy8?n`*&yU~N1eYO$17$bNkz=ZevqRKSQ#=9z&0@;^S3qX*ye zS-Wx_*hSeQLCJ!=98yFH;=4H%rE~%}>?k=vcqd$nBOR525Azg3M6<6ASX(@4**@nE zk69+%jqpstnsFRdCU^M~(;nFm=+RPqJ+?w{A!eH5zgBti0kJP{^27!8gJt(=h$sAL5zdGz2f=kFhv0iW?!I8;Wo_zcIHKeliM&DA%@>&;iEk3x7@6 z)Jd(ztw41#5AS_t1s_5O`Rq9X38ji$y0#LYeiw1eTpOr!t_O<@zSLG-|Ky$-3FXfI z_q7M}uQxOehx4E^OoH#YF-wM1isI=2$26SjrR6^fqx0qz%bynU*!_%Dy>3;HvEVkR z|C9z+Sx$(Q#BwyD3)C)2+ru#e&$(e}GvSf1{OL+H=_CS%3DGUlBHY>CTvbV^Pi}%X z08!1qUcG}25EQ8*Rw6@{WycV=#I%3vqCKyU4E72jBnX9ysDiVp8-O=2u{3zWEl7hI zjvj~o4GOBV^t7*>WZa5Tswed+^OjA`Si z8mQncq~^fo+YMP+;|eE{U(1@P#2{^^ibKgZO7YCMxJ=~)0wMVd*2f1X%>*Kt9>K+G z309!8_Ot3DPzP(Dn>JAd*T$>Fx<(+07=v%GO5x819##m+YX$wQJHS%1%@HHVK0vEP zG)hi3uA4`sl~ICkxMvtg4>M=6Y~%n1Mx5{BAfBQVi5cXrjQTjEy)e=1e13a8a(Fp^`2^&;jFr$~iutHnor$L#mBFQF^`x#F#|t>f5otqQkVz`_prZepn5MX%x~ zq~-4ihJFRLYJ(qQM~A$)K;<516pSEW8>;jt{TNoclocMF3g}qGXIVa-Trr&zPm1ch zAu2B@Lt`i)K7!DAKPs%ey$vwd_ERGZb$Rq72BiL#q7bFk+`a}lYx~7e{3j&gWS}SZ z(wjL%2Cq679=G*lp&lhF-6TmH1zisC>r)6HcL*CW;@CcqC{D~+$uCRXCF7@^T_2Wl zl%8*ofl4-|8rjNN^+6r)Bx_iY0pmS?(`)h)0*W?uK)>G|@fRNV@0gn*Zw<$KmeOlL zq{6@TT|x2hh_NSp`2c;zpoRFQ_tO!&f`xcF9z*)}`{V@y;~&zcS{+77GILCm-UJF* z?0Y8fG`RpAs&+H}6pKE#}4MW^V68|=JgB-C|;+1npJgyMtSN^rcKv2~z ztLcQ%Ubc$mBr`C9x7$`~qfWgTHN(oEQlWEup9J{~-a&AAa%|L6gaPT32LDupEMU$I z_X2?PB77yu#TX5l25LeCus6Fopwkbs^)Dh>i;5lf)zVkXd(P#K{B)?X63gXIlO;}s z&~s>OtO7bOD}78D8dqu)>3t$3Z~XJ?_IGcY)%r}V!`j$JbFmLLjoVBFb5df znd=H$3SaztY7l>`g7|AvUmiPBx70w&9G=weHINd+le%r}NZmPh4P57regfB|`rI+A z)g5EU3|}9+27YPmy8YI%V}`GcU0kc{()bp#p$3JJ~dxYZ)#YNSbD7 zT04}PRYD18{rl`cu0ak=pQE5;DQk=SnMQd~*h_p^>b*!JNsM zWS#HuY2s4Jlre*K{!t+RSfabPzw3H2jn4oMpTVZnKb}i^ilj?3T^zbtS{6>&jy0R`SdEAbz~?YKNlN)J5tU`Ch?j7b3uU?CS|L^J-95vI$DGqhxK)ToHyj6geM zz>}n%G1AVM+P3c~@*pGa4AgEluZSd{?4`sgorN{*X73>=RMOi@w@8a_qH&KNEHkQSx8gytny>ehTCynX#Z@AA2I8ec)#5p|$iK#B0b7L|Jf)d4|1%e`q1w|AH zim+u&iqEZAe2F^57w0@nIUo#PTrHhvcF4GlLqqEn&qBx4DRyxZ=17nZ0Tr@T0^WD) zAaYllxvZB|R!&;V%AH}bX$F%?kf}Ntqoi_jGOpK6U#1Kg?1VI+13;z{+(za$@`7d1 zC_H5ddnv!J%25c<&?pe^$*Mh!M&|e9VY*7YCR`jhiVF~SKF(v!?IHmcGl9(v8HJV` z#FI3EpT=N%@?vd_M%a|xi^7d47-17Qk*2|DesuS+oLh$i>RPZ=l#Fsx#*~wFZ5(Xj zLb8!04YsKUBRSWU77Vt96bc4ASv=Uug27JOG6oSm32DkCO^)l9;_SGG<(xxjLg*~) z;GJ*$xvY}{=E-$SKdJVxMOm3pduZ>TgrQGDEz1pJR8NdCHAp-BGUIr8(FBQuXp|Qv zAq_1`LUQNLrm{2cPYh94jxo%t86!>0S`lAFh%aIl_##4l5i8&ene(DPTL{TL6K;6G z77+3c%UYR$ zwNl6gF~p)pS^$EF9f{AVbvFYKsC3RNqtjDuP`~Nw>gxJz zyRhtM3?9?`7HPx1Tf#N81S11#{V77Ky@|Xt*IcR?f*2?(i;I!-aK}MFCjj#TuR0cXf3+pb80EZv_UQtD*J#nC%*5pu{>`E}UJ6jF=9uMNrF8 zT<_a(8b}zn+Vzcn%-Me>15@i%)L@jU98zT>r1VEfXc*jBdTm!siWVRhA>Q~|jHmQy zS~QxDYiq-!Nuw#rMCjobF)<(14N#i1UKHwQssxG{X|2@zpmmEy8152Xd2y^ zV89SY^GdeB@o4svaA}2A{o;lQLkUj80(NObgrOKa?HK%32Urn*zsO5TA!9i&3aydR z%UZnpMV@FEZ3=K71j@eyV-cN`6gJS7UW7O)0_;`S;z77?YLOS4pA=F+Xh_bBEJ#9R z2XLDgkz!ubL{h|yvQBYX*CJzCe+y%P-WE~jLUXA!l$nj-q~zko!Vv{6D?^uAlB-Ns z8mP;NC0XZ7VC-(rdIo|JcoCQ%&=(%0F!Qbr?)b3XVrt!*SD3S^UDo50FL7fRfvo~5 z|3N9kde=5GXow~*jL=%^z+{V@2)$Uqi8wQ6@D7DaP0jifyNm-rN{H@h7p*c5(=yoY zJ92F-5w+FOS6-nL46@}<2IK#ouTX=*tah&Cs&6J)G&suqRJ@Z}GHPV9YW1D3&`wf9 zTO#T(klZi>!dGEP)bcg@8Kgn=z|-KB$mVHca}$_Vh@~{`8%ltD+a%vM%C}7xCgf2q z-=^BevViQPCi|1ENq9kRSv?4*G~Z<+4Os`(WdBSdDM*`5kfg$qMbM8Nw9BbgjLQqGt9yF#;IS7_?7fkpvr2Lov^rJ*;6z*)Ez57thzw*C=8|A>PAsfh>=i13jU z5fw&ighY7JaEA?7U5qpH<^H4M8v}~j0%fL0>>7EIv;HSH$uTx2F z_huQ0hs6Hb#1&r*ymSB10jA!gb`Bk2&g<{T%@@mvtKrZ6++&jGV3VAK+AL_vwu`In zk81@ju!joVA40R)#byT?C!8ODFt3K~jO6bRn)&-(CK(^M`B!fLr6%5OoJ{In;-pgN zCxiNe;Dq#QeHi*#nCS6t39M^qKVsp}ml(6VcovP-3(6RIfxWp}@z|?O#hta65PNH* zZx{R;A*1i1N6~m4?7uz&5+`P`S%19TV9rFFbKcloWL}1MqBEI-D;l=XFR@93y?O*T z(qGRkXCtlL&^ch%IKirZMf-~wJ^fXxiKBy-P z&S_XiO!k;_M9)4!E4~C4TQP$nY!RHHFtjcp zZ#q9o(r6@xqjr2+K+Pa(Fio3*B{rb;sO?jmr-c?AWSBaBoG(^gNBDvy^L=JQKPise zA5M-N{L}bvbI76LGF>Z^+(?*f&{SY~Yzjl?2ty70@?AWc$%q6wOejvLU#e~{v=?@5 zVA*Kk%)YFEmph2-BzJ!4(XKKH1%x{M(vwVW+4dxJzJ3O>sGgqugPDMz=anAy;KT$R zVJYcsOVhTNDNsW{I}bl6a2xD=XD+LXj;Ru3M5noGIv-|2Gp!UVno9}B1#BXo|Lqp0 zqRxFEN`j(}KfMe;#o#BVIB2~Bv}NQ2JYk-}_zAknsk&Mh58J$*Y)tyes-d5T?{9NV z8fK|}Hbxb)#)wXOjOaLHMCaTw>gXmMS5IGUg@OBn8vW*WTH}l;Pa>p*ir2 zP_UC;>;KkLDisAnR+ksD?JKr2RaYov@RL2fkOei01vPs1#;qiqp&Gs5|5m0(vrt=h zp1lgs)0}6oqS>~U6s}V3ioEJt$<6abGWAl^*vM41bUs{2NBa({M3&T)`qJSJZaGKfR)ZcV&KG)EP0}S;x_(!xBIyax2;C680cUk#5^>baR zga3kE)_V(f5>wr9v;LNRmmT}(YTDSU$!)xCJ5vd@87|;Ux~^wCQ;)(^9g$meTP-7? zYuEoJ=sC&MCb;eu|d z>nG@3e1Y$Q!SSpC^cxkOo8)Tq*S9lun%eXA?acYLLT6b+ZGfkhlbQCU2MwhFg{Hr|2EM1wSFp{w-rqv+D-JuN7WihUSA;~O0zQUG^(yxvCBr-|RMz^{(x*TXw^z>Kl)dpkg=p#nRYIto8> z;@8bj?Km;}6Rqz49ZVT&==L3;3Zo0qA)vc;^^U-6sjI($TxVdE^G^jm!&%k_glDkH zQmFI6OpNXuZBnSVtXg?+I~)!?^#Li!Aa@ZtZ0+RW)39SUnDjt^w(+d<&|C?JOjvcfCxC}bleF1PU@Vvvhz4w*6E)d^6T6dnS}jF3NDr#f#uu4C0v@>GZ^zG%9a&gbLY|( zvN>Pu^UDejCz~&ygNK+A0MNrDNGY;1y4Y(_VhMU8G-iYaTd+o$5mGXOYq(+mktYAV zY(@&W9iAvBcJdnws9!z@PfNfk<{3cM6*$Sq$P*_fO~qtG4h}fl|2X|Im!msQMp$#q z4t=OZ999QrR6II_gK>cqw?uuV4o+IKp0UvE2+p1HG#O4)V~gMbaej+uDt?VL=9?X0 z{fGBWJX?Vi(8t#o(eZVM7X{OV$cT$wBN4H|KM0aL<1w^>=S0W3G>(C{g^ z3+~o?4eeq&`8u5o$5n6?B087D48fd7g|T_DPjFy>12uG&*E6 z9a*C@m?2XzF!*`_OBA11Hy4~&H`{oODl#-8%x4=T>x~DVQD)8=NUZlJEcPP6h6S`I zUT$_M%e9H)z#+|ssu0OY`4Y%on%mrF8I=?1gORK>p~Pgya2iA(oN!ru&5gi$P&6wi zsEOBjHmI26z@sfE&Ba-X&rumsOFsi#NDUgVpE8WKGjK}dIj;_rKx9M$EX1DCj$_pz zja)n8EH*0B`ThAgIXQQngItV032OP%&w-I-pJme;?3xK-JNw(|u-TyVTQkA^-_rD( z1E%8yS)mjDp);Q5fb=BM#Y0Y-W-u*G37H@}a}1BRzy}Z(^Cs8918k2RW4ySGonf%` zp1IiLB|Y6tV`E`>7#^@&+DQgb`^uNlZh4voc$VIq%$R4-6go8m!Sx{k{n__TDyUVa8l6uwS#`C(r}(R6OP`} zt^nM1I43rg0W)QUVv!=K4h3h3(p1g*=$~j^M3lA1nGrGu;lu`~jOf**1SoD18C6rE zFfo_mJk&}He(<%hIS6K~p}U`F>TD@geOB#+`_*?n&zyDdgN`xPAx1qD!7reV4gCO6 z@d$bc`$|TfUx4EaEww6G{OJfydpqhAOM`52M&2C~l|(b^{BzXzFByJ&R*Pl8K;HuA z;9NXDhnm1W`gk;>S0fxCJKL|sBONmoHHG~J7D@0>3Fy2TqVr}AbPS))@D_$@w~Ln) z^e~?N2yjH_&hfdRRjyn4B2#Bc0|vGS?uS;sNCS(uMmUD>yZZcq6mqiOZz1>IUI$ET z<~JRt_DMz-Z)0lYL;agZ|NHZcD8T8MgIl@aG|MHALkB|zVX3CWGih&ngx z*2#!!&bswdsGTf}3I-@hUP8uotcd|V5~p)_L&|#R?bF>P_P=Msy&)rTflM6r&d)tJ zB@JmopIg!Zr_V@6Tr5*rRHLHOz?Md(A(PNx6IyE0YN%uu7OR}|v$M$oOD446jR5CK zL%wSpmt!AelL}XTVn|%;@!ufdC9D(qKn>^7GX?6EpY;-Oxz@8Fj>1x6iHB<0)mhj- zV2QtzCO&`Rg@FQU4QEGhY-oW~UI zzAtHkU9~#SKipy;s-52_|3Aa;lmC<7|J3-Msjj63EDws^(n~eRvk$k}@08{EJBH)< z_jAqh;{Pv>uOp7P3pqaFb9@qeEa3RMLXMBu%<-TVx`vD^z66aqQE6bCf%oGl=KbVJ z;{D{w`*y(l_L%YhabuXt{s`(Dwio=>9{Tg)_q_q7 zpN1&?v?fZTh|=pJO0U;MN$=?wl%sUxB|r&T4gVp6`{gy99?4fVLcXdY!g*S6RHF4p zA+0y6p!M@gw0>Sl>*rO_y77_YmFo3cVZC0fqFz6(MC+%8w0>Hd z)@(S~5z<&lF(nacT(%hP>JS+rP4f3gBScOgnPo7>7g@8?IkNT++_;CSI(5Und+3~e z1JA01@Y_oGMIUZ&?A;UI5)W^>nmR`AL%XVX{eQ6GR?X7 ztg4$cy&{osomn*zS-E4YCt_73vb&>dA{`Zp++BT5nk$aZcdH*_t0Iw?I;tj;so0$R zXV=;%WomLy^|B)?vwbO%ON(r`yEDTWZ+pM9cUa@?d{!B-ZsTKn%K_GjJYbzhJUAhx zHOI$_(y=e>uSAK}M(O^W_SaCS3g&4`o2OU(Xg^c+>ML-8_4wEi_cOJYo^UN*w{?Gb zEgr67oA%aHvETscXQ2b2pVe>x1Bvs+7JIz!^nBb2?0;0+&pJwx=_Urr88l88ma~@a5d~^r}Ad>kmV!ZIhCt|>3|8fA__O9y;^1{_8| z>1W_8Jvs+bJ%c>@$67?yckn{-9;@JfGyE~Md*Y)9s?}0q9vmD0*Yp_CNsJMlvGMB# zrMX%<0Id^3fAYBUavns4b15!s(O%RH!gC~7-rSY|{K?8XznyDW;>Tv+E$`MLrW)0; ze;T5Z-wDq*tQ-o4edyMq@UT~Kn(dBgdRuOWa47WyxPa5_I=C62C!}}(&DGHBuS9Qo zcM-jw?xAYglB;;t-9Fr=Zo_NPS?a#mbe|n!S+x=#?uS2?cE5dXs0IhGJdg@87UjCrYS1&Kp{=b&Tiz6}BZF!IJ*IRK3bzX0^(Z$sb!#vrlW&kd& zF$Wvp5(?*5K_O8HLs{Ysf>Wg*OJS6-4mx^m+qG41!HpBp0pmhtIz79eEu?c1C^opy zPm>?7;~9Cl5`=#S))nBY7LlesgN371q%j`?RcaaCHOmJ|M)y2iL!=)^Y@yNFK)G@D zXD~addq7dO%2Bi5LNt>r@)V0h{4S9$`x(S%yHX(yx2lu73H%?EZcf@;!+^8k1TS&aPS z&oC@736^n(ml1@_px(Na(J=yzweMyR_k_t;&YiyNshuHrdK_H=;h5#7Mef`=vvyR> ziwG&BYZfi-a7CyQ!s;W{fPkkOFs>HSPBjvh4;gNsPws~uS*#6rHgvkQ%p*d@i{}tz z0x$!fW=UgVi}Q9X9zqnzL`}@F<;E8anL*WzHCPN=JBK=B;}q0LMtlLnEmOb#TSYjE;D? z_J9)sPJAn&oAEHzhrm#dF#L!C)ko-vG>L~3;7Pzjvi!!E;jQK@L^^2bk@IjhfXoV4 z;#7tEvCRN(&okhZ4BoKt;0&G}kzC_Bg5cQ;v1go>5RtT+L)}*Mtn)2c#n$2DI-YgD z08o~E3fshIuuTZa@qYGgK9hZ$Q@0u``5$|0B}d=D{MZp{Jb2BUJ_y1IlQEQ~U@lQs z%@kzC7iEAQJlX$BCRERnQ}F9Kyx?t1R}#GLp20%FdyH$Wk~9J;s&zja)PPA5TAHF{ zFEFx;vbZ7uirv*YHzK1n3FZr+ShSLbB280OA`fXo_74cal*S?t9M~n+7+|AwlK;I& zU=i?HX=HP_61L&wgX`kl7J`5?5##|*7u$tne=}eEXklfdRQpJ2?W0%c0CcQO-P8HA zARqBtMsoglBUsT0R@4k?;+ZnCDCZgaB#G9_1ubN-LnOIH(42PBS~|xqsbY?6EzpH( zz_=-o*E13de8d#;I6Gkqv-DIl7naa^8$FGcxCRzi1a~5lT!gR#g|HryqdiCOd-1rs zP(ww#Pkt_N0-TgY=wAYC2Fj3OEeFA~?})*mS@L{8I3R!Ta^| z2p7MduMQQ;ppGJ=1r6gb^?fbD$F;0DZ$9)!$%-?=#thzkw6HO-i&4kFWw@LS6soJ= z!1qB-Bk&g0waNGl0f4CE|MJ+q$mID(P6r! zCZ)f7?a@M|zm|IR_SH}iL8q-1>an@+Xr)a|ZQA=iMZ-M8^=IWbi|EwSFWuiN?H9nS zQQKDhf#IKUnCeml0ALqG;6GPeR{Q}1is1onA;goZekj*Z<*1YrHtOdX~5yT0?L~<;)*b^DCX74|`h^=z}o__=_v0xIkKR|LlHR~Kd=a1UMN{kX+Hd_)J z0E#++k2=E+`^o@ z$$cTvSL-S4lS1O3zpBK>Eb~^4BX@6QDydf7vsI%8!1GP?M5qCGZw;FvV8YI$J)$P7 zaS@9&PeeVRCVb`&1$>mLjc+77c6h?zWZTK2-2cMK zqP%+d$)fz&ODBu+;L9hA^76eWi}Ex3PZs5#1A9->B=P03nIyViJ6TO%_xj1AyzSu0 zqCD`UlQmplx_C^;d~s~ZtR5ROca9AY9^3lDNgB`lpF3Hca%k{mQSN?Y3@AgGt&#;g zu=I6c9n6fTvwTdmQIgHasEW!Ab|NaJ+NKZ3v+gGd;MM)}?F7ej=x5uR+PQsu0LRny z^8#&i4mTiGk%1Vd&=UeKj%%o9op%)~30obVxX74hfYpdkGtgWF8$4!j2#$e5ezJsR zVku)T;9ZK2;H(ER^97yrfFqRu4+dBl47KH}J40ta(hLrP5b{7D0$H^m0%3c{w5HwP zK8ZCg9b@0usOzEU048Y}Twrf9_~3I){S!SA$nS&C4Zk<>cV7JuKgU#)TJykjv=8is z=N<4z?@cy6{9F;YEQNHfkllvqj1N2Fsg|ac{1g3!tu= z1NbcRyz@JSky#bJhjzd@`=JMR1n2CB;r>4OU2kw#KeS``F7nah z1|LUaufYW!RUX{I)Gy%4_u%-_@RUXjZB>C%|C7)PzaUcD1V3$sKPjU0%!4OrozF@` zP{>pRKCzwfeDKK~fg8?=S{JZV*Oncy&0VzxdxlYuhg)~($tvq~WGnXgAGT^rk3oZeOeD6RBK z_5NrFSQhU2k#1f$+W zJu(xV!8e({^_uxWcz4=8SB@}dyV2seI#(B7PQXa*omM`}= zji|zJrh;Onv;2VJ&!`)rQ`NWN0;9hYZXVc}@9EVWU#xB(-2Ct^p!7Ys!0+oG+{M%r z@TBL#4G-_CVmVy(h20<*w|rrDAQx}0+|AVOU&v$l99y}&RNK?}4Z`U4K29ksz$sCHFxp#LdceE(Cpe+&Nj{-P=Vsu>dv#JNFB<4z?md;(AzS%X9_!N;i^!8rn>;)2d zw|_RoV2bO2$QcInjLR`=2i%&t65;=rULlRnrB@IwQySM#GscY8QleF+X%+gp_ojW& z&v(H^_j4EA-vfViKX>1>uZj`db=!X6qL<;Kxo9)o@24M-(ze_7SI5~~?tpM8^}{L%8^}TrWHfz#l!!ZCXB9og&b?dp{(RJPc()Y1|1nZ{sI)cu2LB z`cFh@`HI0R2JpzegShE~iiJf$sg|H~ieDee4mHIxp$jFjGbIZtT- z?%#PiPigSwYAAL64k_LEyF8`A!>=%P)9><>4jq1_x}DJ`D3nzHMrE1mhMVt)DE0oX zfKmZoL>ge8^LP=a+V-xWBC-fF!jS^;A}#IkG6mFB`EIntQm{}2Dyj$VHJr%Bm{ zAb+~8bEa36j7Knr?+*~i}9T}y~C!ka+W8HzSTtsbK&7`_S1yZ}ltbGT^jM9`VbQoI0p(h9Zaz^nN^pF;t~XBY%ZE44eS0M}H*`Spd;Pcui*1PI3M zr_LqkQfX+6pi0Zwx*H)0oVph-V2@c2H=FTCt%uw=RL%T#Glme}v}%Y3$jYkTe;#7$ z?k^27s64Zc+^rFU@X-hvCBs=&=V@8l`%e0!)w>*LPuwAw>y<|KE%Brrr5 zf;XJETJT>np5n=dNfiCnM%!acvd+G)uC89(Z%h*`2qq|T8e9tqUAMNP9uFRl=c4~J z`j-_t5Y8Y+#iI!5azeK(9m98$nxaHGmUa7YgAEr}k zjbE+27;nD$C=B`5n~&0vuZEi+-kgto+;DS2q>pa6kHeMe3neyi1&nruQw$Gz*FBM-z zGjMtlCT^Mxvo_-JV4O@AXJ(cW7b$#yR!i28Y6`nVbMj!_5h(y-`O$QYCD6Ga!|2{M zlbFdzOG1=ljL$?fhct*g#R9Y*gdBA!P%8>3-kQ2O*?rxR#JVajj7D-WH zk@SP>0&{+FcFfeOXI^BX0Jo75*-}WPBbaxB+z)BW*Wf@1)HI_R^EDtyzVj1UGE6(M%Y}tgK-QuH=ibWd4ik>b@w7zqm76UBR9Di!)0mK=h>d=fF74 ze_wKK^w}?*|1QvY10o0nTo0LOyLs06RYs?B!kf)P->fv?1_aT$qZ5~;V)Q7*)ULe+ zAXd_FzI9;b;EivO;=7NI;=A7&1z&x4G;`f3+WXij+WWw0=DO1M zc4{~q3Vy^548p0Ho`IGl(D>PhlZ@qKG?lL+V)ii$eCh+&Qc>VqD)NDngexBg{ZMai z+80*j=Z4}PMM1n{Su(+XVB3THM!%`p`0SX}<}1;0ng>}3OYmimJ3OkVG_IUt4v}J=yc1^A@`kly-gARU0q$~eB2nl zd;Iuu<1&o&7fVz!TW_mv-#Va!`gi$vvzg?6YGL1^|8Z@||5)CTf9RzHc|-n32-7no zd_#VzB`dFICbIea;%I4r@l(4Px$FDc=V5Ob%cUZw!8jMTn(7(}!&V8`NMNw6M`oA| zBtgK52#khC*4fZP0nW9vwLc3n5)Fbe(fe1H_loBQUhzIQh<1=tZ*DspPTBk{W@lzn zEF`1yLNq6RI>|$6jx~am)UJveYq z!_*%A9Y)`wElR<6m}CXtVFb+vh5vf|yz7OK01@ zS*arQ?8Dlx`OSxSu#iLZ;rigzZFrE%b&qPV_Elf<3G_T#KmaG5r5ddfK*ZvJrSQ$S zpJy&pHYG&`B%F*`bHhhnggQHX{YPzAXdlhBmsCVW08DqU!(WnPzR?pdpJ(CeE>l@{C|B?k>pS?o@>5I({-*K^IDpvz5Uqrc{eL}a? zygw@1E(={!FD!!;ml21s#)r*}xLSk6C47)Ls}v+|c3~0%$((x{l~WL)={fln#OhRT<-jElAl=|TLCafXqvQ0{S4}SQP9g#NVP-#7p1u~N_l{zc=)H7jH+kW z?qisGo9;{*aUN=5_VkLr=m5Spj3fH+W1OyHjL$EV=>qaAf#l60nVqV6s@_)Xo_&QW zPi=el6+$BMIV7Fuko1W;q_nr6X{fHZt0`)XyeKbUv?wPoO&q4w5dQ|6_tl1XUIB}K zg6^Ed37r+!o>lB2GzGI(qmxkHJqVnF@-9Mwdk|nFDw7bIM2FI|xS(Ud&j7D{xFsb7 z#}hpOHd_Bam2fc!GtcTD04WmYaT1!m7Zc4}(pd0mOfaQ5B)Kw|N+Uwv6P)I7EbRkU zi#h)CRjo+QVu7v(Fg~dW=Um|Xu+rWAKD%DuYNTs3>oMn1u;;J5%5Db@Z9|OaJXCx; z0hb6i94>|GdRI48j6(aUB=Fdu#eSF<@< z`_|c$X)!dj&h6*GO`71!MoeYnMIkEZKx3v4*9B8UJun^Hc^;(%HnfJ`p*3_Xuc7bR zxizn$n|Td=W^g#jRCKP{QCU|ZkT>VhDR@%y%2~F(h?{z~_g!-k1o=l=f>2iWBH87u92wJTp7sivb5lS7YAR(RV3AATJM%3!BZ}(dVqJ}EJ ziY&p|(VW7V^ADii6a@sUXP(~9oMrE)VBO(EpL_+Wn8dMHM@?ee-cgfybKj^*>|C~E zv?Mm&FlrL3uCI;6c{;-f9c^f=SJLy;=B+#R#sV{ZFv{?O>Sy_nA3XltXzRb`#!+{{ zk>$0Kn3abX*0zm|NK|_=KV1LakLVJW`tL#?dhPh}&SL#(>yB0(L&C;P; z%{1z*o>4sNMtIZ>J?fGHdf2S|hR5&b_*{fShzGsJo%M}4Xu)nnYmw8)GDC}$Ao^;T z4xm$m1r8IqOzmR0PJM`lhbKdj3(ooye;e%;bEpp8JJ)h<7CDfRuJ4c$CJpLV9?*e@ zhhDUo;E!+IvWtb1Ihm?!>n;uGASwbnoWMQh>s+sej@c2~NMdXu$fJRak_W>Ib_mc~ zF>iKQJ$>_oHUU)>EQz?BF=AU2zikm4YO|Rh5xs3ka}rWQ7cF`Q$$j&Kq}Ubi9z2kz zmG|yuD(O7bDGjyZ-rd@B@7~?axjyZDVRC-wP`30oD3Lm0>2sLgr=hu2n_$f)SyB$1 zFS-OH&%;Z8yXG>pSQQe1Dx`xpK^HQ8CPU_2$qSitCD+Wk>)S6CGv`VIhyNg{$k=0M z*4eaxIuV}}!Lx(UX?!l{sPZP$Dv&zJa?TH3$?%Wb#fz*S=MCfKC&sqjT|7&X3MT8}l}n^>E&az}^7l#)|^i`}QmXpD7NCB0jj>?7*(;KrrDm4B|6a zgx~ad=;;c?8V>!iLQj*QTd$6=#W`i>ycoHZnt0I~tx4$JG3U!Rlm`#cWiHQWYz9#6 z2%v!1XVqsHdn~KsS=tOiJ0t_lPFh0k-4UMF`=wT#jTd<_c+r%?tDh&MGB*Fyu*^jy zcgIP?9WR+%Cu6c6WHY9WCGG^HL#E_7;Qo{x4=EKQZbC6PO~zBJjY&(!U<$Bg9nA9$ zaB21$7eUeyi#8lGHW!mM$3R`cOB&uvd(AR-8U9Nhxa>8-GGxgn8G`}#9I%L5fDr%a zB_1ZYma+LQUefH4O>SHou5EP4INASWmnBV!AkgTiPuB4`=9mVx(NU(S z;>fX1&_iG!!2ZFk&QMPWddR^v&~5@UXXm^)*2O}+{)7qq8dIyku~%gWt{|}vY9+i4>H@vpteCW*85X#u;~NLp?PX3EBBslj+7M7r$q89ECF^A@ z=hZ`vp(^!?&9i}NW3bA|n2b6Prfhrv=vdqQQ)F#(NjA`S0_Ju`$J{0{w^;>q=fCZ< zw^PF2&c8Q%o50>dO#=pZ{^S_^*$8hcV(^I1;E8!YYp12*j+4x_WJD$wqPwoK#2s&R z$fQieASHpr4aM9hV(VBNd7Bn5_1h;QO9e5 zu8GM889}yAL7&BffdV69WPXchBQr5zFWYn!*JO&T)@;; zS*DK2xQqnM11gXMUC=D+Y2r5AIvIBxjSg9FcF20ymUS+ZjkKr-aM4UQm;Z7d{8A?y zf#n-z6R>oXbmsZBvfxh%OUE&XL%vqfMH76Mj>#0UbZJj9Wa$*06-9`pG4d=}SyIqL zDH(@a#R&_nehB~MXclit*^BFn@&4>X*;~OjQ z@)^2LM%1=|dJ-niq)f<2&Pzazp(+WVp&@j^gu@2sp_FYuKT?J^|I`>dJWmHK?Tn74 zO=4-Y3YN})+h=O0gsGi>Z>ENMI=`X>Z0-EXvGw%A2ofm>hhCrEG-uH!;Bn{o^D#p2 zh7bAs^5OS_gWuU#VK0c~R`U=-BxXa>2j<3OX|77%9k4`GQ{{uMyl)kCFKS}d*t4t_VxPhJGix^p1q;=b&JC9bqif? z^N&lu*Db2pllSZxb{q~CweO(czFm7t${h@~Z$r`dHu&G`A1v)p`W_r`V&GJ$SVot+ z|3FEpO#WkCMT6eu4|?~(lFsZ34f^JyN^bTm`Q|T5KDRm4DXWSGZd|jJiI4}9%}s*i4`j?x5t!Z7${!B;nXT<cyVwTd6B+e>ajVJp~)3;>at@t zelsY$uJ*FiD@PtFC+EDBk_`Wpm{!`k5jg$nQ(I%MPI?4JPB`MeEJ?-`GY6;6Fx`fH zKD5i1I`+;1ree-Fm3HAF%O3%n96i9C0~4G*rPJrgO+5^m>0^-$)v!XoZOzlI3?qp2N@k_=!~9I7z`7i!Xn{}o&aFW!|6PEkjJx{ z&N_H#sBCAIj?w_eu9qF9{@)K3jnW+CN#}b}>h6_YTNoMnzBsMkKiF|@n~4^99XF0X zH1Heqf77-<->nr_PVEen-o|_c#QhVhrp-Y$|IFhSV5W+{^5PI$Afbp3y;JEY-LOek##`hghL!@ zQp>=B&G~iPBw`i=j~OXrW-}cjrm+^zva5nKMCNRsMA~~AzDjyLd@MpPp?)r{nHAWR zLeYok%@37Hu?@;Ld=!fFd~#anN7MaMvqJIX9XaRmjuXd^_jA?H(8fKDFq6o!asdi5 z!k_y{NoE)+2`U;{f_`>u%j2-)VVyzgc?o@;%|s_Rk;UZ6MF8x(`c4SI&XqAj0QQ*` z0pfaos+#@XOJp56JyugfQZ=5H&^V^RWL`lCcZF`+yp%Bob zJf8=D{5%?H42zNrYv)sCQEE33x{c!@!zX%(OE@i=Ce8&mX%~~>0PvlixJ~rkzo+5^ zfM5~dx=N#TI5pbOBhN9FBuuWsho95Kc?dA`hhYWnM87v* zcFkVD?8dzXWd{V0g#ZC`B2@0Y(&0REG0q%r^pF4C%R>?$abERkQfr027tkGP*pv%( z2+rTIo1J}~QmDzGaT{=N1S_^s(?NX!Xo?rkLF`-Tn@RWvdY6Iw;uMxq1|XK?r*7y(+)E%P-sifM53TBUP5|N0|MQmHovtI|z(!1Z7_v*g;rABPhG^d4$OyQQ1v9 zG(dXyj-9$}?~a|}vKN%PTruYhAE?^js!Vxfl;y=J%ST38-mIm3g_*AB+2@0q?(k2Z z_ZQ4(pD*ZpM$23t#0ZwUZ=Z%s-EtoOeL2_v;H;ZP{uk?Jp%N2@Ug3nfVj$*9$V&-T zRB1SOHc!%^D~f5SXgs|~btfYd4H1Y;sFc+tyh_@?HiWg5Unl%16SPN@CTqD?FtsV} z#?csV24GE~VsT2iolkj^mgK_fA0|c6Kgc!FxNL&sgXOGlp+K{!hH_e*#2rYh7eoCS zU8n%tYR$6U^ zsEmMrZvcHjg1-cg02j|mg6EwrZ6%gq2bhY@bK}wk?ax$Z&NU^taJUgTQqH)yxgIh1tQ+1OZb%epBng+HL%8+xQ~ zgcmn1uxEmb_HZXLDPGUj*Jqf%Iq2VXaecD}Z*)RgG&~XT4MV7%P>c)4kvT`n&2D9~ zl3cC+?(RUYj(lggmaCQD-5r*z`|=KQ{(jYsO5w(o@Y9R>?v#j9no9}6xUD$&WI{v$ z_{9N8DI_07y&#hF5Zx*WaEZ}r4e8qy-L1L?cKhL{Xej9RpHH+wt~`JDyrVtH4!`ZU zb@@BHi|77Oq!-g+;~4X&BfUsF@sa8~Db5&NqP}SG7<#Qb4`#r}jKmfXw^YL4m}CNb zg|lytho{egeH`AA;Mf@IozuvTG)9hqLyx}{em4T|M(Ev$I(iyy1LFkcwB~yS??&O> zD7_n1$MD^#LKxYo+C}e5p^o7f+N1y$2VHM7{!=UYl{N=&q{-9O34RECUWMB7_)FUR z(W2c{geFlm{@@b^%>|B-8GmD?W6w+omU_P{WQ;VnjZ^ZlF)_XI#!aPfr$?FUA~?B^ z`x7d6HhROb!SXFH5gQCW`I4^!Jo!?X4bCgJsX52mY0s`K0;1rwa4je$j5i$B^or>$z_$-_t!)20;xJ=vk>)Y~? zKj_*5JUvl5XBduWtp`hatsyEmqlc~nwph~P9|fW%=yFVvL3dY zcK$ggEm?ntF&+M7yck@jUMpiCx%b-ZK5u)m_1-wBWs_`%^V5_}%W)yMi4<&BQnH0s z9w#Ft{Au%21qZm^d!T``MNX8BIZwigY^&FdoGN{Oo87I_*QvMQ2xC{=JX!fq|7Yb zdNK`5FaE3Bb1TqolAb)hN4{6OJ-4iyu3P1%g~5wN^D<#_@-AFKGYS489b+O@XCx_GyJh=A_~q!<5c%o{Ud7dk?QrI)WDj(8XjTLzXQLb zcJVP;5A*M(vR)sNUo7k480~Ud57r%ZXpKH2$B5#tfc$uQYStYuC&-4JH$gVg3HSv6 z1iS&QY!kJo(nDHoudP{Z%`p>O^G`->!_FZoFes0K;GShzAh>Yxde1W~`V9s5EQ9rW z?s-Pdf(zx}OJq*(lTFIX!Yv4{rT^9KTMKkiaQi@T`+Dy@Pq(U2aL+O<5?rWFq2Qip zXu(|z_5KenxF!kiSq8&aqOhK2usfmR8tk?eR{cL2!QE9XxQ;KlEn09d^2X-{w_ZB3 zWufnl^d1!4N#H>yv<)GdMb9OW*(T~82gOnl0dInGK(S~7pU6|N_dPw{^?8A< zr}3_@R$v>71h%1!z&3!uHjuzJ6boz`27R0_u#K=zl?v=BB(U`$u=QmG7JxvYv0kf; z$VMnLQI2ns<7G2kP<~GV{%)O(^*C{N-zEbvetB#;q(Ht)r0J&sozdj zPEMKEc;n;*eU}0jThM~n^nw;|9C(F+V5ejg_y|mpjc`dD9U#3qnF8vk$qCBJ;VjXI zYb^=<1QK|Z?6iEZZ0nP!{ZYJ0vM0bePLOH1q8?G`XqJuA zgGXqEBc+@uo6#=}JEIjY&<~3EnrPDYn4G9ZpUH_K(Vqz2FcEqq=cTY48qj(Vq7O4d|JQuk94DLAfd8brzUGU5 zcW?)?+#9?BPn&|$ljM6~d2EqR&TEklNp_1b*?2@K$7`pw7m79MswLZ~RkE!j$u>Z; ztv?CLF43TClxyomat)faE1S*~2~?-?7nJKWg>?&Pe}P;ZAlDWgNTXcS-LP_ke5d(f|vH1G+efupL8a@_-RtyS#_Fp3j!X-B!XD#-PjA|c&dr;7y1 zHMPPTUal>YYwJIxTpJ|US{Dbo&g)f=iU*1meOn;#}v^2JPPgrrVXbh0XdtLtevxFQkH=XhIDmnRVefKACmvNxb41?~eg<7%!HFrNhQ^`g$32`Ybp@ z0RkR_kJU>{GD@;kF}SQA8{7~CEkIzLo4_DB*MVS-DXeVa z@Z&LQU7hn9q58IpEOFDap8Rg5195RGmUZ4rN(S*Muzj_1UZb>h(15g+vB+cdlZH%4 zmU9!*p&(4xkroX9e0(pCk_hJ)ahet4G%Li_7CkG(X;z41CfED?S%JxfOsF1s#?y_Y zY=X#z6bxU=AHG!K@HJ>r9@+4jBOSi4>)|v1U577PcKCi*+whtH5r*$`JW@J();xmS zsFTqJWu_oIn1b{KMAM7Y1D$D~Q1I)t;Me?Vv+}2Jt?kpd*YO7Z?KT)<`gW6M+NoYT z9QMoHB!rVL#Kl&}MK(hGm@N(2m~~l*aSP5Olh`s7Zye7*nT!a-j6}JO#K;RDB6Ep{ zlNll1I#3Sb&Z|SthiFzVW6t;OM5OFL+-pH>Q<;DGc3r|K`wu%UV6!s+@G#0(nSXdS zhCf^ICjssOVF`nmA~KDq_o%X$_CzZ-H3?3tDapZs(wzX0Ac9E{$OfahRLbu$4qXNk zuJ{sQ6-&Z@v8y4jDmFhE!Du-EgwVljj;wPYIaPAt2o9?qz6cxv9a!fRr~|1CsF)N# zRxj&R^P)mxvfjC^u`D?gDkaKQ%8)6=iCkn!3AwkDWyu)@wTpymC-Sw+l-BO`L|JkI zY8PEprgl6}ZfYsHe~XnR#|vr~3)PP0$xSaM_p`F(Y}p{|^cZJV{o+L)pP#g31E8lg zNS!Rvb!5z~lPL(KNy!QG!t-RTx_NRam?x`w`*2NfFaK68Z}-&n_PUzhzCU=I%Ldt? zwtUN94I1GvIHwatr9R+<+#R+<+#Rhk!f zRGJqzSDF_OjP1M_9pibicF=LYgLqQH%F)_SNZ8-6y-Z= z`}7lrNG&x#?+1PcUr*{KA>*a|B_V>$4O^vTc#BSpKpnB@jHM_Y7jpq?LL5}YM>noYHF&qI7eNk!~(LaDhO9B9-tRs%ABaW*J>}_?#adpUX zx8=8HQ1iHKkdAJlhDC@JTWI3Aiv&ws3M_4rz%mm@B96o^sv}!l0(N)_Fu>)&ct}H- zEF8j=W?UM=YezJMW=%u*=$HNQrm#cpb+CAI|{&(LJEsU%s0!O zwF@M3Zg;^cHE_ew39`!;<$h5ynxefUFZ!>Qi-KpcvityA@DB&zBX~MPnA6bz4+8`f ze&~ZiLA@9nLlGh_p$!x6zJp1-@m4OLqjSK&-AE9%&W`u#o9EtFOZk^ubg})X>zjS2 z591HL;kNzc554lX{n{UT^=i1h`a^4)p*HuwLNL;_rWpix0=aAq?Zb{9*CLdEnLEoB zWNUW@C!%9Fq3jepqEkAv<}BpYI6)xyv=e8jD4U+51~&VZ&!#`g=$jvBu*L-WpD4-) zexg+1Gebe-n79kD`ild}5fcSFj4(e4kf987bIsg)o_Lk17=+b4@v6_PDB!9I5-dj3eonlGYmG&hd13dL?7uB4_!YOBC4gA%;L}H$vM62Nwx^G3X5IDl(J-@4^8*|y!py8T z2|%T!UC!&R1T}zHSps-eq11u)a2k(9QL&k2B#PR&>YH1cs#CYa#iRxvyJu@yoK7b+ zl5m))M8Fdt5M?qxAzB5tZ`L&w&sI25ta*NG;Y5*G1gRiV*n`w9bNu;im8IvxRaPDv zgSCr(JpAvraB_TQyp5TmASy=`rj6glkH zj~sSWk;6^a`S^zqzU*}#zVqd;^UNn-{yNA0{pFv}lka```?=|}FMplq-uM5)d~SOA z>)iE`m$1(3>L#?KP4oJS>TF}AutiRuFK#xBG&!l8Z1U)1FaI!Y`QXc6=iV1y!sR^` z;?IB7i$RMzBmZNA9Cb!1;OGRqp4>YvViX@s!z_zj->fXsSUlMJg9GUIzRd>`@nF*r z4y46{#*;MTVP6Lui7C%(0%n~erw}6Rqn9-%{5a&B2~~%1LV>WMU^G5V zf!b3Aqa`3~n8CIb`A@8f;Yd2C2*V93JG-2;0aGjML}h(b(MIzYZIl81CfCy^ICqMA zGewI(uRZ*|P1*+-NPcMcsmR}QGd0Wxdh!PA6Ec_o!z<%t(0kty@353@C5B&Z#9qh0 zbx4?Y^Ba6fX0LYJ}-1k_rxE2jd++XV0~Cx8b4(8GUp;caB+=_3#w#_^G5j@)+o zNSY&KQO9Rdr=wX>ry*ypTL{h)^*Bpl+?P%VhF?*i0|hCoZ1qcT4<#dbwJ7 zW{LmB3sSvV%D?rWT^>rH0o|@8biTJSo*1&gm&Bz1&Uu9|i=1dwD(I# zea^R)=B)^DV>yeVdQ&;ar!qlV1F3bHzBkF*m`x~3pvW^tfz4i%C>WxQ@=C*+4Xm%w zAs{(bmV^M;X8|D4C!I6T|M*#}+;w!(tUH?gg`bt#RDDqU7yrDq=I7)uFUD=Y0(auX z1lBqN``L{&nVAveuHw|U@*SR$YY5@jYT;cnUiv@$3sH?i%WHKDG|&7yCt&xFWTrWa z)}4D!m{#*ad=%_07LfkwqiA}~_r~8oS6A~rjZ*&6W3X}Uf8yK)tue`6iGAToF+z5*`8;<=#Tr6A ze>Q%+imdZS-#SfI7qi9*@#wnx?XfJ1hL3UWLK-DwOefIoaI)u!2)ITcaEj%>vCH8D)hxC={FR z#s%BA=|%%n;qtODvenaMlq85d_M`!*XjXW?$*IiR%)9xXmn97T9g@t6i6z$gn`Ogy zJR0V-`Wr3rU8`l{&0UX%nHvZc^mTw=%$cL&hO&ZR(1_9S4o4=QNIT1Lrza0p|3t5L zuTf)inY=wHRSyO2(ou-<+bw|Sn4vcpIUA90Fr)LUfW8mpXOyPnUss2v)v!<&bZImw zVCx+op%)4q{ZHtm!(r*BkTNtaa$X;nZ_-Ma|D=m-oVt96&OCMpE&;l92Qp$Ig7EgR zpo=#>c6;EJuxTS1_3feaXOC%hI|v+Ix`}9r0b9XO;6yp2^bS|sA!c14_+>|EDJQfrX20%kQ8Wyzk?mGfW zHK6`wdVN^H%~v}X^C48Dp@+AY>ATlyH5wL|>ASUz5g`gVKKaK`;%8@FP+&O-1?%E6 zybQIG>ddMr zfMDo)+ydO_UAoa%l6&rQ@9GBLANj^PG6tl4HzlhKr0J*uh3>GR(71$9ikyMO%|wev zVaA9g&~!T4Vt&jy4$PVEz>Y`%1=N;r0^hLC}@tpdyX7?@A~kNv_dvYJR7 zL#-bFa2I~4q<&~r@!p^9hniu>f&Gc?VAs#~H__tvd~ZL5i?MI-PYf(u|Fwn?dUaE> zsoZ%`OEyzSk{{IObWc)4NUK}v6%ss*^kd2>&Kp7#BaKSXx^1#1V)KN~4W#vmX^8TT zoKFeLcdW~4g02P~d_bx@7&=puv+y)@gG@&b!<6iZJmjkOmriScK@A-|!v2d#&uIML zT5Jj`<@2Q)P0ISO0Q=wE_m!%}?97)BG%=e;DB*zlF$m+_VP9;9@FU}7XWM`eE1&NB zTr-4wzHtCog|u;R=Qo-mJh_MZm?k{Dry0Uu&XjQLw+=uC|Mrsyk~PxY;GFz6)wu1E zRE^(mhVb-v4&bKo0zT$3;oi?TL-^ahQ%1G9K5qUl5vH5E{=3Z(e(k$69Mxa#n^I$Q zgY)tI2Y{k|@q=?=dvXK9Q5ciGnx>vU)C}SK*$Vw-RGh18g>FE2Ve@sPc|1a#bMe#h zv7^M~7f<*ZCft4WK%y=mt!?US$oh=UnSAsYIoK?H&VfmrWj=Nwr_Gu2(m}#%Smn8I z9K>$5{+kDr-D=|x4mQ!&!^jm+)vKuEFV~mmOOU2{Xrh10Q)Sglsv~L|eDN=P6+_<}>tR*T?8nlP$!l;110` z`IOZMYFx@sNOGKi+KZz)mI(F=60yGtr+$o+JsR=HWs&L}sfkIyG}$ButL_EtVU0%Q zbBEEf&*8&rLB>9JxEXowiNlz^o%pb`x8?C>2seK5Fc$t6eAuBJ{bDnO$G?0S3;z++ z=w3{X{|3U=84zCBa@%Nd_B;c^FXAH>cK1Bf1mW(xe}uu=ix0ci?6~_!lVwi!Rf4gQ z9G5tmVSUe99r;i8d&wOR8s2>5uQL}2aEMb*dRJPVRGw3=(`6aCP_*!mUtXKj8c~bW zynf>1UY}h06Bk!HUf+^Yekx)w!M12a#9qD%YcWeZL5I!|yhRB>kTtMBK0?xp+6T&$ z)U)aC*P=@m)g5^F=nTsMbHMBE0DZbGXw{NbzR33O1qEG13Zftfa7xY#N4ehGqrf3| zh#-ep_K~n)Gpy%PodBAeAl!toMVC3!A1?j)r(-hOl_boGe1djW;)p;(tXS0*7TjSx zB0EUnIKxP8ft#w}=;$1WMr#M3^C%$=zRl-|KnEC|oAg{gpCbZch^^al>MjohjYcaC zlnjahW_N})4bw|999}XUdHgd4{3}B^9o6ATCa9Gg2qRK4H9;BVxtP+T*7_~7!Qw)b ze^(JLD#jD!16%+w_4$#oEe028s|6RxTi*W|ap&zbihuMS^2I-|=rqb-H)GhbrlGON16JVu}S(y2yLOLA}v=kUHc*G5uzCi~{RIFhR^ekxWvN8`xqP z$tIqlav-!brA5X1Eh^(lSv$HVqO?Lt?ix>!4+tq=w?fO_sx!=!tuas5p6Z*4CvU$v zo^+e%Ntb!jZGtCLx%uog_*16Ae>u1^Ph80e3ps{Y;LWo$*)8YAfD4^^?#IBDHGm6K zTh3hRGFQ4ya^(yMWM+KnGGDqE;LB8-iuK!6#*>$TGp`Y;eBs!par1M0l2g%d|D&#s z{cfJV%I5bYi+Ze?mo=JsiN@P>zwDM$P4_FwZ5oVE_JI+0*mXv3`E2OEf0KXY)qf*BtWHylT5c7626_*Syt(7h+xrquW0 zpy``Ror}?_2aiG_avC32A#&uwqs{1JN~t!$<28DYfUxv>i|SBU&e>MHE#WSGlb_39u;O*O^wH! zYU-&U9)%g`z?LfEq&~*F8*8t)ycv7Nw7Q$oyC$H9y_-I)3g*s2XlhgGHS`C&8dtV4KeriABaO1R-rQ$zaR zXQ7JuB0enPmiIn8Gs5wi5+1B2oHU7J%}wGYs*nDMrvAvbXQ8$I*|usU_ik&ZcXbF) zH$}Md6ErMo!qHF6kZ^3Kgga(RxO=9A`({cwF;l|RGbJ4Tb^vsRUuVa6WE7PL_mikh&bd+t6p@d(Yu~IfRec<@I~dH8K9{ zzfbPO4}ZVvPJE^*!ioEjp~j!zU-j$VcmJ_wc3?OYx0+wz!`8U>(PL9wW`%#YPYcr* z`Cok%VQe@JkBW^Bp>TMjowNnw}`kLNAch3ht}fidqunjT>a9U^-_jaBHDtZ;C?8 zM_TeCaVo~^>bS+G8Lv+`@rh{(^V9fap7}g^```0K)!YB%=bP!{C}I-I zX4jXGCzr8Fp$U^i2(2II;YW{KcA*f$t;dcF^6unsh{y)JOvh-F8EqWz6Qj|$n9*>c z6RQXT!vRB-3DN-JBVil2*6%+K6Dc)32TGBD>eT?J_{MbF=yppQ z2HZUJsc~USR$K6?ap7;76OZ*mtdkxKMnR}&eG#{7DWRV=)0(Pj(C-93L=1;y;Ew>Jnljvos(;|h z>Bf8PBR{O(g+KDc^w7m?U|K!R16QI;+m=jI#kO5l2eQq(4yCL3vuOg^9X85QY=KHp z`HWn{gHKnhiW2^l0~BfCZ&>EVA?|-Z(_+oL*GymXm6P^4Hss|wX4ksd_@Bwf(W2z@ z?$&sBTWF62uToXfwug77T)k5xI{bt$3uj=O41;Rc>Lw0@jv{Vrvy&{ zyK?aj!1@hVxtZ-#2{+UB1~S-;V~|T5CvF$>J`1&DnMxU{rT>3-YUTfY2vJ4~A$L7V za07&@yWc>zv?Y;N{!do~q&vXkr9ZimZfXqb(w(TKyZa5((EWTxmG0-YbSIjv@9sA= zU*AtwG;HTjrmOF#D_-((X}W(uxrlb2STVEurkRJIH#;sTE@E8L^Uy^9u1Vp9O;W%C z^~*`2?haHDcA8#0`PABJe0=PB`iL+ce0*$w`bhftxKqh|k|7bk4d`Z2(29e1I)h>o ze`{nw`74pSg~P8iH^$Bmz~`qT^2j{tkiS?&7V*3;-cZIpr9eh?Bq}H&m10KcSC(CJ zI6|DH$2quc-WUnI)`Y?EUP%Otm4Qf`8Bev;>c2Zpnr<fdEGSU2KY*+TFI z*#BE1|KAtJ<1p#HehP2p_ezofZ}s2PZgb^ncd$`;UvyMqt^8Y3hJ`L)wGhtvnQo4Y zj)B`+y);B$M+6;#>ANKg^V%ITeSd8P$;bCx0-?P#pi5JS4T{D0ZnNXmv%>%E3c|GX zqp-*$sOU#@m&EQow>sMcw@xY;VeceeRyeXaA7)0N+J7lzi zWq|IFtyFnF<8`fJu9hdaPtTLU)%Sm~{KYG^xK_Ro<16~r&DQj#mH&wayv#~`qhUoi znZu?L5O$n>E{Uoc0~}5>Dud%7YO&UmW{FOH^jK2Uk&hm0j%f7bRrAW}zdv@d%89y3 z0$$Y!qqHGn&V?yD>S+1v_vjG7b!Kso9*45NnPFHDqO!H5ZETWg*9VUa(`jYD4>n2k z_{QVOENyMJrc>*yC_d|(?bANgWR-Ngo31HEbfj6L4`cLv8>HGS(ZTzxc7yTznE!@dqRe>x$W=mID_YF6*sWWlQ1uE@FPmq@o4P{B{9b6)D+MQY9{J->Ao>s7i|nVynzlRJ^a!8cov%!!VGee8|EZer+VRITLl1p^nv_@w4Jtu|P_`nI_Z@o+) zcV?5U;5XcZroBp9dMj9bX||jNs?%a5?C24?gRtYOT00r!fRkcm;6Y4YEJT@p-8WBQr>lM#%xC4N3>J@E4#>gO#uYLfNIthBvbUS7})ue0a zItQFls_7L$79Tx8m$U#dVLk_5$ z5xYf+(sZd`E!K|q`+-%aXZ5R_kS7;x<>DJs?_ z{2^OphJQ!2hAq0)7LB-)a?~q?Zbb#Ic5M{|N$Ccpz(&73UBYV6C8SncP7!N}Rxy1M zMHSlxSx!QMoLs%tm$jR8H^Xf!C2cC(Ho?+bp3+@+m2DA&;<-1LIR-+| zv6OT)F03@AgQW{~upNp9?3&zGMb&0)d%Jn?1lL4WWNZ~^Lxu}S_!sl8bS6Qf6= zKxyEIZVu4P;{VmgXZf|%EGb(9Ud&J@6zXv%cS3oV7m)xhul<*u;(1n+!{)Yrl=5(6nQ~G4Xd@2 zoy2S(WJ^U!`=67M(v@}o%i*6qxuqQuE6Nyj|CiZv4%gBl@mbjV#Ia;ve~M_noG7jeYb4Kgy>beV!kcQjb2zkNni5$03=?TmQxipU(Hza4X442dsrkx6+wr74zhE-VuRk~(l?g1P`m!PLW(k{)Jj z9vY95YrMXKiE_xK_6Sijmq0^}lv1H-1rqjTpfDXx`*bs^Ui z2NO^xFb+x3P{;%@9VN+lTHesbOD0gf401KgAZNFZH2+)H2gkG6Itw6-p1D)5Dofo$ z>(7I~o>NgbPhMSES7E;F*a$m*8H<&(B0}KdB0_;eFl!7PNg1ZCi7HS3?%b3r&;0IOGgWRl*{I6t z>2|zuc1Cn38`2pO??#N?*rKEop4t4!xG)v7`;l?Z=Eu4!cfhfzd#uv*fB2_-@u}xl zMR1GOZ3Q@swYTOv6#EWVDRv*Mq39*CzK2X0z!4_T4Z0>pzbkX@O!JEh0Rf%hFepcjdiGXYg(L82&)W*d%roo0d@FKEYr## zUl;>%HYk4dgVipaez2JaZAnpV_+T>>J5vaQv;X zU%6)Dg9j{ux&XlrRiB_i7q$Zs&`F`QUAWUkrc9G)C38<+MGR#`W*2Mhyz6 zJ;yg5s%=lh_uqbz@4tfHAARUhQ%rGZKXrKg!-tyc@UBM=C41%eM-J6zY}m8d)BS(I zS?~{XNPtrvs5K=&n|_kN!i=}!vxl0T)S)KM#rOWpAz=!9F5bI1J{PyUs<>AE_q4;LWXEt4wFn$aq{4_OdGh+x zhiZ~18`nm}7_}l)T~U}L)2UWvPI66NoYMN*mFYS|`b|jpYB^Gy7(klmNMTOjZtMz$ zzaS|256uo8U3#U2In{lI)DHgdfAw-7NaSdF{PI`YjfC5w--@MfqR796uK*HiJf*RG6hu+BYPHo&v8Ultdo|FH-*;_yC3>(v+Lt$yaKnLX_nyr1_TXTbPc_Kdfih^ZBuviHg)P3 zPc^ko?fCUm$u>3i>!+GJS@v)bHg7oGWDjnx|9-;?b~+bH@Gt5j34WHpNP=%&Yz=!Z zmf!~$+vzV}Yz_a&62Zw&A8u+ZKL}J#E1Hczakweg*pQ(r_B`}-lWqErQ=gy#cR$G7 zU48vRlG%6i7uleXbzdaGmz|3w*w07sy}x?8$>kH)f4^Y`>%IB}4aW3CJf^$;?wKaX z^vM<~ze;eS2A#^*C+JPmP*6A)JeD#E4%0(Lok7@t55KNRBo+bv`rjGu4H7-aVgRmsq3gP zoZ-7(A2{s)CpG*t9kQkZf(^-A$;nIJ7FlD>A|=A?fGQb;NoF5~>m;Ys%qJ1Y?7?LR z=|8PW&WxMXa9Drj@pA2ll=XD*W9%jNn6uY*7P-=^IiC$=0B{?A{_o@!*z*!JNg zX%sZYpk&iB?=&9j2nI8MkZ>9SvKVasV&qBKVW41pLs!VZ|1rEhI5XKFgc)6{)nfbp zVtya~kZa#)Ul;auN>;KArN0VlIQ-*mzvK2WgWO2V#DD1uGdi>E5Ax5umI@jzdR;6- z`F)`1ODJA^e{}8tVhIEjEVTp>nJL@EyR=$@@GtyRCBqLfC0_mWuIp4yU!?7enx-%D zI7vHBYPxZ1xWNC0rv20(e%$1Sa7F$18*Iv7vSM8Fy1YQ~|Gj?k4cT_wyGVjxlyYS%+emGy8_W!+!@E$uYZF6|69F zq^TM|)YMzejp`#!z4dTYHEwFEtPeI-R&{m!pXqF9q!v2$#IrSOAqXdQ-mEH1bLN{9 z!r%25!ZRoFjnGnLuW;iGYi8@{3&KBp1z|{#Vatnax{Bl1ZGbboM^M}cdkJNSgya;o zoLY+Zy?UPS(>uPux*8=P)}#`!LDg7q<0Y)>CKVI=H zNz>RZ{ulnNp}}HTHIicEu4a0_YgZM8YkN}^2U8T|O;MZzg_V(xG)1xQOVu!v=bNI~ z2>ddu_Zi*Y48^t-{@CUxo1r-OWVIisnxfbQs4|PyvF@ui6d!*iLAb zUo6rxyaaBs!2&(UERKQ!JqI{}gSyC(R)n212o?Ao1U-jh89BTPD%c-Tt2I4&J!g3w zX0Me&{;QAws_8ca)FhgK$e#RIZodag{089cXV8U1>B0dJb4UH_Mt*o5>tyV5pOC(YD45BKb_L$?C)A-tUPT81PslC44w7M zY~Y>Qz-Ke#KMi}>b#J7-y)x3`Dkqnh9wkvaD@IyW!6otQbt}kW`A1?!+4Uxq9}y!h zPKRU!y&iar3UlR(@@!APMrZurbm@%$wKjA{42f|{4$`l-Vf60eu+goOzm?{Cx?>8( zZdsZ=<+-Hi9SB#M5K%Z==grc{^pKBJ9!a-@HiSr6@R33f1w&J7`&EZ+KM8rJvV!sf z>=7Jyg1wD_XyVtqs|%4|hN&&x8k)n58C!os809~8DJ7i#Sj}Hs@s|_-^=RrZjt$7L zY;>4{3c@Uh2n>&~DbRr=wVHSi&i{Lz0cTJHx+DtPc^b^g7mjm@Vc&8J5dQ@ppnA%* z?3f9O)GTPZ|AdAe^0*8Fd``$vm~cf|QY43V%t;xUK^jL_2ZZIwS$kcx&Ib9yhc#pV z1vN<2Ktocmf^4+{TE$Z<$kwj_p0nn88R_=)G9*%MW%%}Z8J?1MOeSO;n=v6H|Kmfb zyaS=}@bL7i2<_!7;Rnj0InE-bab8dp7ITBpk~p4O3q)4n359f25`0&TK|3WvuBiNq zvct6orAvjGknttD&rWPMo>-4##(N^|B~j{~_DtjR6RE20TvxQ9y`o!ZX|8LRof(20 zP2U!+Ah+?i$xNRGdXTil6mr)Y zdT^o_W|JiU#15S`-M2(xHU)Z%>tnxK&k467`)`mG@4#gVgvj{&yD__|(&=%Ky;PXt zDD-|VAq$MMT5ZH=*9Idms65sd` zOR_qnXK5dRY}}5l3CY-wea6L{CJ%tz55Mf>fx-hf^}xXcC-uO^1C@G^!2_9kkR1{( z8a6xv{^%7Outr2ht(T$CYouf{7^x4)$XrWnq=aZ3SCNzT(GlP^YT=964*Vv;eI+B17zhygY6*Wu(Z?3`!_vodb!@I$1J6gF%`!eS#SG&BBrYDj&{GKNCI3AIZ5Y z&CIsie0r+|#L!;H|HSf;H!YEDsqrCSv)xYFPO;-x)H=DmoT+V3wKaG@6)dMTw}YC; zZG+H6F&*i?9VXJ#iA?5Dnz0Fa-cx%p81G4%#~ia1bUe5(iv85nF&UZDFA%!wgpADd z;Nr8d74}>WW5kM?Ykk@nN9oi(E|YiG3|v-Ucv zv&7o((pl3HH=DYXG(GESK^n(-H-j_Z13Ip?u_s7os;GI=n<_mR*yeC@jD5};8p z4SMh~Xe31aY()(R^R(}x_h`8G8IXtCp%!CDMl^9&ckLC;;p_i+TI<3%W&=L!^6R#3&FlszFHcJ7Nw*BNXa!V8B6!|>u zYhTa1fyle`Jdk&Fg+2}e-zWd^P&GHn{`q9E8Jn$Xw2&odLFi{68&P}saWx!nWg7}qRZSFV}EwxNy(gEcf!KZ z%wr`9Wp>1&b4wJ=qY8aQ7x`L@n93~>D^WouLVtN4=jl#Uv1ho?Vf$>I_qp`DaSl>$ zus-^=k7NhT_6Et*yc76<2ZLiO&xtR5Z=}tz{v=I&E-YT8tHnx1E~B2WrLwLk+%IA!VRB!E4=|eD4XnOA^-)n}Zwe zkeUf}pTOyDp-Us)cJ(Z~Fi{QbD_DMd=~gjH8ao26 z$2QKf;SueaEh;{kQpa|s!Lgl*uVeIDDC~=lIWDS)u)P67pOBq&2>+!$gAukZ>@~;b ztCk2#scX(+zPzN*T@l}JCLO;7F)@*JHMtG-4T%cHAtpy*cVyO8Pr`M7sGfv}MePwy z{i(UvrcdtG_Et;%F#(lM2XH1C`Uw)R($_-7IhxtE@9O%m(xtbn_SM0NXPJ zbsKKLptf{vnlK<{6a1Mwj4y7GMKGfO;9L@ENl3?qk~Y@a)&PJxX=llW#0HGA+biB0 z%+jUhx}8O?mA96aE}8CIf}HlCeFSKPgNve(EM(|xuMj3X!lwXoE_!@yWVN8|tKCqm zArckiBHvMRaOo;xtD|xqTkbSv=4#4Bm~S^=tsq5s)NY+KYu{nynj!I4M1+03scq>VgJxJyU+6-B!Tm$H7NF$l1Zi z2Z6E7HtQkY{b9hP+0f)w6=u1xED$_|o=riaG`--h*;dwU;~mlQbOGxHE$^_)h1zO% zCW7NEK!?CVy)1QM5jbWq;AlwY>Q+=Yz-cO~V+CnVIwG?Tlph!*7w%4ovjWF!QZp^| zK2~dB+57#ZJ!psEKo_Uf=m|Y*NZev|3vbnJtPO8l77o~b06pslSP9RHZi71+t0cO0 z8zmqjxrEXzbZCllU(WatI8BTgJTx0 zh!+&Hn3gjvK#^3{9Tp&KdYq4#Lj>oE=U6O9CX8V07 z(AQluG86a3r=&2a1eDWODKdv%ZzBXpdKJfd#=fSr@vRolJ0!aVxfhx8PTtdYQSdn0 z31ueQNhRpnG3Vfe2fU(o$uP$o#_L)8a|@Pguh^yn!a>@g2rOnB2@|8WN{918z5TrB zY{o@7N36#OVn<3_Kbuyi^x{P}8Q;J~;UtWFV(oTPnR@lm~9@yrocRlG!S;`wJ^NfE?A1+FL^ z6j*=rxC$Ls{B2i}*$v*pMkXpK+_5{E%R5=Yjs-2#$Ey`FZCqJr6wFQ`bj9Wc0y*K> zY9I*s4_|AFXavqLs}v(as6^TUWa0^2V^3uYCxXxt7U*?s!~&_n9ecWYdN#Liwry(y zgw)Ob?PPb4$phn82d0Bx^t~Wk1uif5#KAQV7hLimZr3a_Q5qZ+=rRi>-19u~{b3QY zmx!_l%SlN}H)l0z9w-C0qlV2M!Ifok4J33TtCh*Jn?oTvi}nbMU}`mSjFFSWmnHEe zE{@E;)ExHNDa>(cIdq~rg-iG_BC7Ox#3H@jjgj(xCuSBaDrWU>CcW! z;xj(Wdrz>0LhZH(VvH4xxWR$aF zP!1ikAjAX{!U{9N$8cw4w%>Jv8N%$i%O3t_`@JXr^8}*>p52b_w+L-RS<4yxwYV%xMbdOBaz=pKB(5pmZ^qo3{l=wPN>%2Xe-^Pn7SJpG z$3rWZWVGwQ-?Q5hJTL49LpIsPp$iEXho&4ssf+Oxh=sL27d2Arc8A?E*WF8eyWNS* zmXy>Axz;8Z*n!V|A2?x&uzDVMEXm;yoUq8?Q%Tm{SC?eNeN~cOgw^-Fs7fXi5{ntn z=s_%-LCC7vc{Oj!<4PCc0#e{{GKYzbcihD+GC2_!Yl}3`+r!*lZb8Y=C|e!nUN{V? z>F&{S(XS4wl>Bf|Mg9it1a6dwCpj8etD4BwRD}I(T!t~z^9 z71svq;9_?zn~_k1Z+OEon?GPT6oV0BQ6r13C3MaE;8jzW%-B$z?iSWWM)CvyMa>Od zR-*Ssfp3$g)SiN+Nw=pTS+3+2Lp(TjE}V)z`y6Wq%*19u`u4Rp@+iQTQXzv4A5VR@ z6r+Md2?}>^M34C~P^H+YATCJ8YBD#rx>(C2+avhm*2b2a9NbvQ($KD5-F5@O^_UOf z#Eg%XWs-D>oqbw~<~VQdeq^@X8?O*ox2J3p1ZFo~6CF>t0ku@O!35Km5WlfZNS@fT zHs2d>S<{UZlr?Lq_8@0k*i(dNsSR-DF19M69M6C?cYOR8!esnUU9-IG%r{c!%;##J z0L}cLYMx*d{7TJ}OwewiG#F1m)j9L6>fg#_bYRD5=1Ge|ApcL}XI+%u)3oSZMF{iTAAjqAW><7!VYHaC&Y4qqFN^m8G1~4CU|7zy z@YQX2gqCq%>gpyq^xi)3Y0yJ9bo#*3>`d-%*OQ`JyY~F^S$^3g;sa4w2Oco)3ZC%B zbErJs4lzTwnf3Q3I_lcjb5-u~w66<8Vjg=3;gs(ctALl7*B)Jx`$)io)=pD!;F4aIZuI~OQRO)e|vnUj#qC_>@)XjG3G zd(R2R4Kts84?Q@XJoq_3*tpI<&?UN-afkbGL`^y1Ng3r#b~7s_QUuG?TdgRNxDzF! zfSU*b@pkJ+VY}4=*KD^gZMS*A*w9rY<3I36%k9;&=7s+C>5C)Xo;YCXlmk{=0WIx5t0e8=^&9lC?`*quPo@K;7YAuie1#T6;w@S%yK{7W zbYF(Nl9Og_@NH+&qA{6tFLZ5^HwZY@zM=uFS3?W70?v^`QgrO~_0NJ`WN=BVQ@z)q z`nam}V5gds9&M_ghnpIp1-w&hNq5R9?5QD!D^1v!Sh8Nr58-n2+H~PNs)a)>n%K9< z*+yIUn;axQzBO4XD!!53GdfN?RZbJP4T-lys9NOgk;xsbFS$_CFASKRBjDwp_$TgF zEhBA~bvTK0D_Rk)`vMYLXG%az`2%g0blX23V?kRbRyc0#Uyy*|c4`MZV>4rFasr_{1akC*?WB6- zou?-{}OKvv(wh=d8VE(=AMUwXRtuIxFd#y;zsvnw3pm zvr9O1i7q+mVkRlEiMM*#B`>iV8@oT8j3*Q)naRP}s5AceUV~G7Owp9WSe-LlmGzRP zWlYV=Rn!p`IBaC5_Yyx^r=N1uSU=kJshh^+cloxh*v5e?H>6!EoijDWyBeHrewD>F zGydAk-}nS!qpH7W9tM6&H=L>6&`!D&qFyHicLJ6+E_HaM<_%=jftHo9r(Bej4-4i6 zT&=-BWc+v&;9Xl>A%w*76F58wJyAeFPuRvqx`g4Rgs`oC8N{%G9n2$wyi{`L9BmSb z&MgNAv$TYWEk~6G)bmp3STJ->N;^F*uT1SE!)9Q*)72)(;i6t*WN z<`$`KYQPy)X!urQ7L0c6I_e_1kQ!H{9CCT^j-)&j22s<&l!swYM5=fGwHv=~RI!vw zg*l@rEY9$(UDy><{Dnois_fE4`ClKx`5$+1cqHy1+%(c%+bFA&M$)Bs*&aEzM}?X9 zh-#?q)p}Xmt9RK>Iozp2?V_PxAT>aatzAys@;$P)^qe_JPfp7yb<*S(Iq#y=jlQ0g z18Of0H0K6dVya(_sn{bSM{bQYWbBfVYC>xK-MAl{Q(fD59m*UF)F@wj49A~DX<1kr(%OnQL^AxGvz zytEa6SRR3%CI`jPyW&x@TVl-!G3PmU?7lw49lX>2=q4q*JW}ZfVP|p8d+Wa1&9X*% zkVWE&M!`fev#gs!pSPYt!ZK^;q;ar5H}NoFtR~2sQ9X(1US*F-L0w%@bFbo`z#a1v zr#M0WY2+|xn@w(mJC*KE6UFDzPSQ+y9J0~{t@td4;4W3!qk5cWftClECmREMHF_gS@lmX^W}{PU%zp-RGuMcq0Dn^>f_5ZsL8clO zdlHS|+BlZwEO9zX?KJ^2ykBJL7VD?OVDv0(MxE}ko~1j%hHco(XThk9%>jmla!An zN5f50f%U$uDK$)$YfJP}QG{eUqSE29)?|@RwMb`XMP{rV6VBEd|1KQk^T^dS2OfIc zi)B~fF_NQ{!#T4~M*cr|tQ(yTLoSp)>3F2YTYDFkjU^bTQQq0j};-Wi`D=0jRS}EmEdoU zh6)+z(vLQhP+qTF zSGZhYqR&xTR#3}v<|)W&%p91M&DZKK{6fA0v*4bdXOV4I60sB}@^oivUMD8aD>Bt! zGO;1xG_pDZySO~cdkROLw&i73fIK*t9d5AGW9#P}B8i&_U7P-M+(bG(I_T0rmHax- zTI)P(@$`^hYIPnI0=-G;YiooXohMEKnPSh@*aR87wkFm`>)V=3{E1>CU%sN21P(s> zf*d}s4{0ctVwS<)QCFAw^ejX4pynjY!!pGlCz04`FrkdYzy*_eF{O*6VYZ&yEw!QR>?qEv zadNs`MbTI<3b5}Ad7JCggjJUwzxM@v^Qw+_J|h`S_QuPRH=bSJ?8QY&E%>?R*v~DO@~0k^iRZTzw9ZdU z^4Uxj+&OY(!|B+`<`BT-@HyE5_CYKF6kl%e0;cRt9O4`1(v}xUauD)S;tTG1kKFrm zbo#%2YNcSGT;f8PWf!^vyAP7PI-cCjI(@{ooVv5>clwt)M{{0cdA1b04(Djj-;z|u zlyQX+6#R#;t?6hU9d+U{DUf0|_K_844@o)41uY@!7e?VG>}D`P%trQcmrOJ}m37L6 z2vP9gKVXCC$-7A)j@W7|9-PbQ{wZYzxc|tVRTtP%8SmA#E`ZtC^ukWfNQH>vARY&9 zdbiKUTfOvN8n#h_R83?@iY+y%mX#8w%DyxMn56-Pi{-=ZwPV1eYCV0|$>~NRJ&+jU zO?RF^#;tRA#ut*5_wF_sblT&)%O2m>#8HNtiokBH9<$7XWf@_QZY+jLPv`M`Gfup& zeznQrdgr3h>PxBe;X?|ka&D)(J_G2pHT^wf~J1BbWmtJDEj9I?#OjTA)!|lpl&aq|Fitf^EpW+%q3ae<>4_>ih|2^!3;*h70z%R z66Z($m%H#{r*T&ju1=nVkNmqX=eVmZ$6dL&ICg{-K~uuEbGg~Q>8$YY8e}hV-EBH= ziNXN$;OckM-%; zf$1hc=z^XNp|}8&CEScYUC;%92lC8;xWKtqU7ChII}HI3J~NHZ)tQ6p*khxp)6Oi3 z*9Gh#J%X%5+$%}xz=^`bGSD4*3adLo8>DQq=X4<5v8y}u!pHQy$Cl~4*8v7S3^F8# zqp$4@zfxMHx^dE$So|wtdUDCq1}FG10FvA(WAWRkGDOaE_vC98_aEMgj^iC&M0_|D#?Wo4r0eM8zIUaeX~e?!+N%$lQuA+ z#A$@W*sw|fqk{Kn%3ba!ftMZ+QFY(Oj$Pfai2;4^R0%N)OYO8~i2q8~XAZ(~2gHH- zcn5b2`mPh5LiMmBEdg8%mZr1>d{+1mx1(u<&?hG!V;q=M)~(1v39P>4n8J@8k#0q& zMI!6j`=>c=T^-Dkd#dieoXb%S>$%u=sb!kr24e-M^z>Y7Dwu0}V&PyeNsx2RVwV3< z(Of-uk?JNdoSRYFUj`YC!+$PPpHqlV3?k@|MZNa?cTEp|(tLDkz1O);xmsI4jkz{w z>Ksl(PtCj(r~QB(yi3{0d?~;tU41EI^%C}@fBYJpfpehJaPYA>$Rxku@6M3Q1=@q2 z1Ml1QUpvOq>l|Ph2^%%#aMToS0(0z*rIWH+Q!3|t6iN*MBE%+}9Y1}}^5Yx^ue^l( z0A^8b2ZUBJGB?wEH1HEIg02rD0)#b=!=1^$Ia0=JL1PkeGw)%TVQIqN{|s);a?PIrfOoa73Wr zV;4_}_d;xm0AprhtQ}i93uEmpjJ2nPF+$Ot%Ru?9coV~4U{S2VqF5`|FBWUqrj>uv zSHpy68OkIi4cX%{7Et_3YirV6<~)+RyeU$bnk;nzbC`%doRs!28PLU5B|?^DsVnsW zQWwB+gAyM_G%4Ds0EvhRY9yG=#Xc}Pd}VP}$dgwebQQYIe@Iiy z^A+{_Fk>T3%LpkiMFbxNO#{6P(F-~T7QOPUG0=2?Lu(RbScgIZmmOi5X zKz1pU?6Qz=dkb0gT1fg*O=o^Vm#yfP$Lx3OJVdX~$*m^YD-&dET5jd9npYpzwVk67 zAlh2@CiltN)l)Y9Um}K4cQO#e3UtzhW#Xc0SFC3&iD4N&=PB)TmPOKqWYxkyrQiyl z9yeSJL5Mommy*Y3C&++gHY%sO(pRS|D>yGT4=*8fR3_JK`h%W{w^Ti}im^>y8TTF)>ofCx1lS}%j=YwEg;!2HCt+V``z=L8< zV*i-W&>Qo$eoU7VNswc{b9jpwdmd%sz)9QzX|R>W^B77uwcmg(=jzt;LUo__0PhQz zn^rzP`S4^ZZ7!dGb6HB8OMCJp>Cn>|205N09Rd_Xdn6r7kG((XLoi5bA{{~!*WM)Q zFjFHPl6F=Gilh+CI(E@Np4ughYird--8R_uaMwvMG1~L6#4zk3r4mZD0y(t99OOgF z|A;X}it0cyP;!=fN)n=SJP3t~x`jQr6&qDsRkhWs+ek#o^Zi+}!vOVxo06r!SnbA;esL; zu#4Ck%1)Xgy4f|DA{x3@2AKi5|GQW4-I_VZ(;hR;={ig!X`{qlO;U~;o9%;gsxt%0 z_*SMpi*=GP(Mf+w8yhteO{Dczh=uC*lu+HyLbcEF{g4c+>z(8~5)&*a(Hz)6A?QIN zYG-VYo^xKPx1IN#!%|<0>6}AgK1^{bL{CVREhJImUFWbQ=f6wI*UOe-Wz7ZtM=#S0 z{9pc=6*hHH#77Su;E)i6MehdIA8@`e=@mXspKot~>Nv6_)?e6NVt_6vh=Hk;U7eaTgF@LIXlzL}>{z*Awa70X#-;}l9AkuK^C z!G30Ral~~0wSjE!0>n-d@;Bw8xA_3@z1wWwd(5JxAyGq^NaWv zxXJ(M@&IELs;gul#PUU|f>T8;Qabo9eRc-lr%ylFN1tx6-{F1Bj@f>Pil&{6$8I0R zl}r77ikg=CyAD9@rDl*|%2#&vkhoe)UA$KI@tIDRP?t?OZe(`gLiF(gx~4^JGtGlB zZ;NP|>O5UNP@QAk5xSo9k`CsnwGfW2Hy4%ybexd50cP(*U1) z#OO#?LJGamUCUWj6r>R!UG#&3SsP@u2#dyzGFo_XB42IYfM)AVkTa6dtE4lGb?6M^ zT7)s540o=x%ZZUR_IE}3^Y{cT22w91UjsUiTJ>xr*FY-@X#HN%2gebDre^^BQ0l@O zC{1Xq>sU$Rzgd!Ct2rEP^QtQ3QX4}qEg;AxoH?2SYq}YnsgqHeI<$cG1US$0G1`Ll z6+)NUQDYWcR@w=T=4vgdnM0yalj&UQ!ma27CIdD}56OMoxg+h|kyjy}k?{08@zE1> z5zc+k%}D->7`#8wQhTccxYG#TLFomcr%;$(&rtqf*DPTJVJlAdtS;-UF0TSk@T{(& zY$Vvg3p#Y0?z}Z<(_MPOt-%7F(cNosCDn`8K$)h4TZ58Wi`u$~hq9CvnQ{u#8A5qq z&#5t@pWt#J;Htz;kTWBb(5Y;{ygovCCC{OwVB3Nuh&|^d}U_>xzMDQ9Tf*~V|k^@PK?FO*@bAfyi#wb-c_lj=dI=jQ>p-hkvN*kIU?j zw;H)7P&$`vn>LjgMaM2XJ~}!&wvZEWybs?cW#Qm_AtIG8xG|E+owzL6b_UQ)Rt~!K{-mhQMxk0J?aT1+)_E{ ziS$vkZ=|hE+BP1%6qM4qw*^JxbH;RR{*nK?vM%z$E7_U5rueuo95<}GQ(?wERckV> zfhxR2Mcq^_AU(zS=`TZSMJvAF9L^8&(8FL4G5$!()yo`&BN1umqcb%Q7F}<)51W8pl-ec!DD|+aX(oohTKfnqs+NM zF)bSjmY6Zt{+Y7PL{`Oqlmy>s`~+|cam8v#lri)}qQp2*dF@nprJ`BC;}|)K6xo%6 zrIC{K;A}?5qE>pPL=EbMV53a_HcW*y{%yBXLY|9iU@>l>SYDos99!2)97IJrh|>FI zON0zT?;Ilgvjz3sZChJy=3E9P3|i?o+)7-tqZ?NY*Li{CUsmG#hsw6XpsoVi&$oJa$a@TQ3uy@y(dz1JT6-ZKV=9Qb!JncWM_C{eNNq z91^#&zwq0&Yko^mOk-V9l`BUH25xL#%$3@OE)-EgNTlOTH=T_pbc>VBsGM@>Y|%sH%3{G23hx9jon07G*niEFZMeD_)S-tz~M??gbGY&%+TXYs5{Jwq_d?41B4m* zlk1>L6@&)Bk~-{)(5qr=F^8Xh&O!|p(V7fctccbqz6z5`RA7|5*@Pfh(jCB$C{Z_E zWLbmdfBFWkOgHinXI8Si5x-Z&l@(?BpT5CnugIjs%_xV5Kj3J_OQ#$i7T#gQ#B;*G zlOwE=8N5VlKe5QsN#=`8QVQg{kTf|CU5LZtN{Yzvs-tsiqKVPzu8z+06Y=QCs{R}1 z5VLbGM3y+!W3mJ1Q}`t^l}yJ!z)1sHl8K*t6mH)mSn$}rAQV**4hv08wa5rA2*FPFc^J`~S*N{L~MCt!-h5xA={NJw#09pHJ zfaIp9%N7pJ9L`whpxJDZYBd`R&`Wkl{u6W9_B37!RTU4h)l6id@)|233NvJ1yjEz4 z-HnA1E_v?0jP{{aoMW4AEfA=aqRzvTcWVIObiG? zmPbmmsxwvxum|?~!%h@jhW96IS%;~t%gpwFwWiffMIAv|&TSFf6Jz=b(C>Akpcn5P zwDfz4zSr#fSF4F=H78XRkS7u}A<#vz+9)pPpaXOi^SBd*vyAZnF^qldu<9N1E}~Q( zdCK}uFtIN7iUR2|Dab-I;f#sgKrwBx9<5@+q9x4W!G`RAuz-zO!i0Hp;nYSGif&04 zaBp#{vFGWgXZ+``x_Ck;ZrE(vV$TFp^|$b0)dFcq_-BW83l0O;`e6?WuGSfI&WVCo z>kOp3B|2k{J5lf|p0!{Ba`8Gu)*W=|7WT*Z`k&%KJ}6Vc_+AP-;?h~G=)eqy{j00$ zXioOnKyqPF26ljR&Sk<*-Jv^IA<8WiKON2T(;K?_)o50?;MplB?6j%hbWwMrnpa`l zF48x1?w6J=GZl3b8z)p_irG>2t5Xhs*x~ew3>z?8mJtX|OXAYpty|3TU*b6KG#ENR z(k;-X(&(K+>97IlCAzFT{Lf~oq7B)gsD^b1d`Wai6kKCO&}l?)r8BIHfzst(A%c$N zR@OLUb~#}Y$(u42wG->9 z!~d5{;#acVH>Hba18o_UsY!SE&nyj#y6FGQC9#LAtxu~PT=r{7)e3!4(Zwit=vPCE zintL6oiMzy?AirSBMhc((F?TlfAw0-tQ!>ZA%YMi0Fj`mLs)mO0(N2uBV>^_ud6B| z6QF{tdW8u4k#+>J5DzU&4At`dXO^algrNXQ+IC5%>)wVZ|n6EfV$+ylvrFdI%76w&H5}C)y2=(W%VoleOK#V zfB)6`GXDox^Y-o^xEj_xI0qe9HXj3(qWt&13e7FhBZIb`y%o&T zYDS${Y*JQia!xA}o8U-fr6v_iO{!LEf_;G{2;<%wx5H=r%H%I$4Uqe0lWq&9pTik$ zL)NTwfQN88lWIg3us_a3h8yv`VmCtmt;DUcI6kKp1IiuFr0XY)g}DAYTHCf>(F4OD zyh$8#ltcj*nXX#MIGI_6zpD+A@8fxLQbp+U-aPJsC2EnYOB}saLb0zH66I3fGpDLo zWHsfAoUWy0=uTNO8&5vRe(xNqG^Nm-Z6zTkmm>cYl7}%CggM{UdI$QRta(0@pip3b zb=I89#MX2gU3DaL-g8a^;BOx_=}aav+v1*&dJKqrMpbcFvSy>l%3lVz$S!hDs{!Xs z(d@IGl`zM|#_MXIC0;#K9H8vi9RxySW2wj&fXYn_{{&jRFCVwXoH_X%u!FK5XMCgq z_u}co z&vg6LshSz*=tD^rD&dn8&&Us3NEAC&qDXBzRz=&rZ1FocV5QI}=EFKw7V5ldR?K^^ zYXad5((dcECrJ=;xq~f68q8W8Y%v_w7C*IE@@!QnYT&FD$F*G=-PJ6&KFLBj(TX=V z|3+Atp*ce*LYOcJ%%V6KpJ~+?FS|sY8EKwUXKb4pZpNA?>+F$qck^=k7gcHg8C#&K zd0hsxe*65Y=ro)|kj)&bV75C1RWMtZHj02>d|?$zvouOM zkK&yy0{tH{$#MkF$ohjICzi6s#}+#4@@d}1O{JpL3TincuUTeQsjdmJGuFJeHENGO z1+_~oEb$3V?a{x%2nmOId-O@vsly}yl=@P0d-N~Z;f$+mD!om$PDuAzSK}5Gw`KHA zK0RF6x5dMFgJ0=7F$oTEw&uIp-ds7xU~kcX>!|UMw|J5fOuCkKOjkQ zUTS7pIWgJHb=a|^88hgwwUn*RIwdjE%z1y|H%rn!sn$)+i5Y6HZg>95?C+wyIWZ&6 z&SF`_re?hu!_EF`jQYc9I`=f}7Nz^+;ZqbU&rqLg%oVg2ah|15)V?OQUtBlm)G<&?40r8{~bY6nk2+|F+PIJ*|wVC2Y{P>M_R;8>K8v zk|pLvU3XsR>fuJhN&urP0gRuHFnZ#Qo-L? z(q5`|p*FLQwA;i3frPxy>L^L-K%x78}H1nq1eAvTp=ne=h3H*kk*512uV!dgtYtRUB1oC!w@Eq zfWC*KH&(ylzdx@c4zULB5Ob?brX|9QntH8b=+$Og&ok(G`SeYpAsd%JGMa;)hxt%$ zaN>|Ds6!^M_PoZK9goC2rEe4s{%SN-J6@3+)Pq^j_Gv=5%d3~sR)Kyr)Sye4nGlx{l5QTnEe5DeV3Q#MZPPG(w%G@(Q0 zpa$lbMn_Du%^^LSG=PvvaKZ>;(Y|X%OQRF;bUFc7Q>JZXB{&SdN1&V0krvzw0r6>RlrLp) z+sJq`3)D|%MC61*P=LJ*f4Y3d<>j#m`6Qoq80aU?r2UzSetxgccABNp1!C*aT@wG_ z?~0a2=Nc^InMtJjN=VvUBMFMy=uEnyMtrGbCLNyG78N%w*1wpX!CIP;8fTz94xNncxy=mLpsPp4XG&@*9IYuGdUCxiJfg&m*63+(!l&G!tL1~(&*%O(;8YJe0@V8#}_h%|4s@99fio{X|qlqqs!_i9N2+yE{ zAfy_XX^%?Ixcc^popFWs$T_2Z*68EZ$Sc9LqrYVElN+aRlisb4}NosXnNq(eUz zsoj~C+I-S4eK$(XIF`_@lU-YDq^7slNcd>!uA6?mO{X!d-7k-RhlK?69=ifYS8Um2 za0@9)O6NDH`grkc2r132s*m1`hbK}>6-qd1T7%Tr;wOAhQ|eBZei-f%#p`9lcteI| zqPss+qVyNAXANx>`Ck56;B!q)Fhr~jf-@Gyf5}qxyKD>rr(Sry~hlg;=p14 zry~6+{e60)pCtXsXrG^48a*Zht$Hid+ST91uVO8vpQx9a`v{tTUVOd~?WfMM0iS-a z9HM%X3vwe>Bf|J&_*yPiRV^Lgy-mFYiiB%AhI{u- zv!X&e^yD_bjMP8@m5Gr|N^7`Q{Cj!vsN=3RwLWn>`k7gyPiJg+$&~0My^fPp`!GnH zevj&nr&Y9zRz}4a4w=~w5OdC-pgqm6x>eS`3Dngf75r_nfF58YKwDxZ@eGpYQBscZzPLQWRW_pZpcMcV`}3|r(`u(IDc~aM=I^necK60B_tu<+ zBHww13_@yGuQ~1NmHD&RX577TVMbjde%x=b%Z3@h*dWe(cW+$$!tCis${xUx>I<H>n{~9th+b9;g8dtgjr%rS`qDaS9}c-0$3EZ=Sv#XH zXy1dZs;2`uNKWqP>oYQSe~hvGFm4s3w+`u#^1eA@)>O1lA5kK?ZzG?BJou!4?A01~ z563GHKYQ)6IP%x?EqXhhoOq+#X;z-@>BK~sl7vyEYx~q+l9`4tM@grd z@%)P3jc6EpL(UgpT<-aP`UCYc3z<`;BE<9{tVQwxVDP3RXH=?PQ#y2Ysa_t%_3v%s zCE(|3*OcZ>-`eVG(}kzYsQLVl^*Q2PHK3B@PrKcb7S087b1S8+@)YO#zp))rS-p=bvwWpUdKsh|r z@u;pn9g#?JS8vqN${9R-WZ?mR2)9YuP>oc9bu8gWqjd0r@B_6o{wkoalpSH|NAKg? zqV(u=?D1_;@#!P+#C$3|F&pG+T)ixwm-cSo7Nv9avQGT;wQp?P?v1&)@?K<_=VjR9 z>e8Vt5h8+WLnzf3A6jCj2ki+hNSqgCQ-|wO3mvmg+lI?Xt_!(z8ftopP%pL0QyJGD zEvFQrhVqW!PMGJGsHs6eQ7`peF9Rj)uE%|>RpUPw!Zm8t8F@s#;w3PDXp0K%DLTD$ zj0~q2p2~?^g2&~;Q~5YK7QaId&aJBV3$G0ZYop+r#9VOR&2!0`5`^H!lbX2Jt#FOf zz%nkv@?%78(q^2&6wlMOZ)uQl=gUK5X8(lsf-4?F;QrDX9uKqO-H89V662gUXrCJ!)Jkh)oZB(MNcwoL5 zF*9P^IUS>KJ<&#a%vYzg@$AWHmiAg4UhIZ0n)d5x8?w^yidKYiQE;fNLzT6>j?%3U zOnE9O-SNOw=gFtLs(-0Jp*mC)B26+3k+|b0$>qycToaywsV#QQ^P?0^o^V3Fw}*;t z*U50FF718NFQ=S&+{Jp_#nX=~dR>}3u;XqB$CV|Lu8La=&;2g+JE&Ay=%VFkKolt&j^l zAYEm&&LpCaEt|pSQekOy{IvB?^^$52lWwa@d2G$=)|H0ujdhk1GjEa1ykXX+I*qnG z`d4S2&Yd|w7w6~JbPmofkkA^iwgUy(W zS|xQ?AEi)5qp;4$BxbNy%^drkR4@lRsgUuL3dU=m4Sw;}EI&b4=MxZgyJ~Nmu7T!p zk~1~XysXup+Jv!FgS-KcnREemAEC0Ph-rDOw5&(rM8}BRqn9z_KXYwoF^OIjXqVF@ zfJw{_UrsdWXU7{{w5KlG=f6D#+t+}hDJD8FDdn;%o4zo$%G_XaUsh{Srn+iXFP|}A zMY`y;FUE_k%+aq$1VJnym)yP+ISn}8*MLz$UtB3Zbqp?4dvpUf4iwAJ{XD4Ti=AxEFH1v6tzsCc9MvrpipXT zkIs+vhtG?3d1iO4=iU|T*rF3<9?w~whd#7DS|>kyNTsw;r%7LIsQ7x1!WA&TQ^kj? zxHQ^r;NM-PKYP6DwUZ{yywv%+uJd(`7j~A|nY#?v!RS8kbZ*9qkJI@u+^$b&hofE) zv)r_CYdh6`+C}L=vt%HK`^Dlc{CY(@W^hW)D=D)wDxkkdu${1IYPA*p;?D4ru|2x6RxeLqtzNG6{_lSO_l8;s63gNpIc;Fo#x{|w6d$d14aL8~ zqKyWbcv^^?O;k4hX!G)%t2WGPD=eG7hP3TuS%cBnfV;kim7T~{Kbi6EwPQi0RO_2Y z^BXjcX5Tb?InnH!M)UrfhX26J&A5o&G1tGYiD)aBG-38}pV?z=84bRr#5!>mEsf5L zk=uT0v@S;TSsHyc=0=oXj``4;4W+~VhK4e^aC$?LPjGGX_nZrMip`)d_GjZ35hX2%o^9Rab0@Ei|LQoQ~u)KOnBv z2qKb=N?)o{?^bI?*$iU(StmFLo7og(+=HJze%d4S85o?ePxp=U_31t^ z-#^`l=KH65URRV>pYFB(>0ZAQp|bt7JDe~R3*PYY9^=&1fD_iQqmtN9OFUMnphZ@% zV)RHsuilt1M|>XJ;ezbFXEdB&^glX!Cy3snccRxIq69(oK17WcExIT{1VMD7_uivV z5WOXOlqC8PL?=4;7~kK0bIZExuKVV$^?z~9K6`(5-{+BMGM<5!=XCm4T8E`LoYY@9 zaED;HTh9g0nI@-K#Tt7(kC&VLH?q+_e*8+3V`K~WgBc-L0RQf&M)9A{?Pc}LmGjE- zqx8|gKbK><-i7mJ)`s+I_VHIm1YT|8Z|7OVN!A<_u}hITs&)$jqedeIZ{$;x>gDo!dzbmkE*pLTa@p3d<<+Xd7+EzPzBYk9I$YIO`}>jyPH6OSk#>+eSDkxEo8KDkup;|Y|h zJjBj~3-{^mQRC%M?lcmycWnE%axcI7DR}kjXGX=JzLVzPYSu^Czk@knKlObrGH7re z0iVmmGx%clFK?K|`i*XyEZv~k_SjS5UsY+(F;2@yX``%cI6bw3KQ3f7eWDjVK$lSZBmVu>d2KTEOAVvT znsI9-wQCJnUdl-2BY9So(41QXcvxrT{wP`&FbLY`3Qf%Io91Lk?iMHxV#-CS@54-T#l?;HX9_nS@6F7I>CBaFNewBj)@T1jROt3j`om)KW4MaO4B8w|$2vsY<|=GO#|Luf z-FmIhT2&`$w?jDDGJVw4gf=N~A2@ zAScx`#PslQ_x<-1Z{NQci`Y}^O9BR1ugJEtB_-cqUVw6LTMhMUGvV2nJo5MD(VI4nJd}^Erinm2gV+MzaO?% zTj*uR^hFOyO6N!(T%yFfdaO39zF+m075=d9op^8H5KES6M13%NOfrj2?!Ye&aI|VI z*hT_wceP+AEK~tM`wc+5gbd#EJQ6;Kmx{ML5(e*U@Nvz-Lw2wW;F3GIB%ZBlOfoqLHvaQx8$(zA4!&hSLn@B}qS!v^yIC9O*nsJA)s%A0`jNZspqEfN;Nz zAha}+d_FY75o37mwxlscM@U-_(*iP6Ou(t?%uCABqOHGN04f36UXuqS35wA-nqI4? z?Km;i(p8eKm(n4CqwKZnrRlwTS``X53P8L*$k-Ra3B-I$u`6V^N@`xKO$>mMd(gjc z2beLyKzlx5oOCkw-8=vU4m@_{h8+-CKy1npLn)=>HMwWonfK0AmsaR91`yMjF_iNK zl6I$AA&PieJb)m9YjoYH032(mBHoR%_vD^5P7LKW*^)+A6)^L@5h zCVXVDvcf>h$RoR^bN7dt05l)!N&< zYcGZI!_>U3nzR5%5}vqpn5g$ox(dec7j!V_9CI+ZN0y-XuDuX2a&9+3+Fl9c|5XN7 z0bs@gX3rpJ*E(Aju4yh{7Qy&0nc-GvRD(kY1zp!U)V zV6fp<&8FVqq73%jV6O~T8Nlm+g$}p!&H&hYu%f`q1gqkpRx%sLl~n~ZZ&UN`@%wTR zafS>hIm8>}T#EvW7SN4}dcz_dRVg53^EM^#9?4?x`W%4k0GJd2rU76<1IkChUX|ht z=tcl`(t`4t<^!M!P$&nl`rZ`Rl?VKOVPJ)WRdm1)Q}U+R(Sp8fFM{C)m;(8`1O7`C zxRsZjH$|H^SSnx{0e&IC#~koWmcnqW^q}uVIC;BHIC#5~*}*GV7K1~3@WIH_FtGgL z@_wNQ4E{3SgiadJ?km80441$Bc))O-1lan3tpn}WA&c#s+}jhX7jc< z74^0`MF-dvfHU?cG_8QW&w38+CI%)bXOG$aHUIg=WyR5CE!rOs8+oT?dUHBW3pl}% z9v$jl*MQxP+z2eOY67r|ZUJF{Wm;u3KREIywedh5u+Go{)L$2%JU0PL;dZA6b^(O| zweW+pHY95r{9rwf;98=({gJgrV$jL^2mBCWuVMyA&#;ph5TF4`d%OwLMArp?Bf<$p zwSZ^^oHluH?j^ljQ6k`grl_3i!0SUi0Y)+(XwiaAKm{Nw2JQKFb)b>WU6@rperX4W z!&!Wt_Iz3Ftt_O6+d!Db+}gmiR$puHz(>GY)pKbuD^!~@l4Q~qdDaTV0csw2JZoyR zLe(j|&!Lgv1eFEw1w8gR=3bLXoHoDC{kv%}Y*Jh1%jcvC#MHA>%_;3nt>UDICkc8u z-~f5lJ2xKKE$wnvkzUsVqKXX=LAL})6)Cg`W(cOBe$RWbEObN<%I%j7Bsf6x1i-*d z)bCA$jcGB=@RSxl)oBVK-~btVX#ER~xtCQErWwGDMV><8_3ztrV5Iv6 zgZ6|AMSu`VoMwPl0V3tVusfN(N*AW^1xv}&h7L;uG2>w589TfORL~q0jt?Bn;S->t z0q=pCfUPdra`3Lvaq{+ov(yL9(!P2^@(LXX*aMzASOjdmeMW#s17yKqJpoGqtS+#0 z;qcQU@X82Q48YhVCa)-h4=3Xtj zC7^(C9JHr*(u3l7-*V|Vt3oe{!6(%MDgk%`h(MY+XJ~+vr2&W{z-ccAqPkm=HsCPd zinIV>12{Lb-rS4piPOlLKy;csXpeMb3^-&7)5!i{Bo@hl$X^K%Cbyznuqj6s+GWIn zVF$R9qrp^eIqd&&+BJa)sLyaM`~0`P!Ej{7G5|*8Nwc=8^No?4mA_(3Dz42kXyQ% zncRQ$Dk>+|@9&0N6hsA>`qxLrBt_V-Sme*oi9T-r5)~6)XS?G0bi2NWT%)03pY}xq zfN`6ZN1b4kJFei1^~DNbe+X1{^eYTp5|&a~(EjOF5%^X3x;!w-(XSyeNcbAOMbh9> z6nHIs4GTPWyhKBK<9I0#zTRYory@pJO0lCw_&Tog(0;|OzVK(0k&F#hfI-Kc@O1ra8(R&CEah@8a-!s zYX?Mo0bq0119l?ViM#}8JD_Wt2iW$2Etw67ty{G(K<+epZVQhxl&-jRtjN-B)7UCX zbQ%Y&$G1C!+ua!0?XqQbc|F~r?rr4A=sFcHa3dGNO6&5<{3!OpNsm8lzuLbjT=7Uk z)h`(k?PWTn-Jb9F=B813h3%?Sckl1Hypr4Jn`fdsW!r6dUsW*MRalXqLO3wvTY=xx z^6jPVs-_zUZgy-hnxd279F-NkT6E^!x-I7K;>>Y#@xO;QbP-P%CZe7TQ|HgCNqjJg zr4-YC^Y0rPxlGN)=mI5Xy8pDyBHj%hF6w-sI|`oEy{2wh1}&!K`3M$jrnkw1z2N}m z2hQ7QOKELsFXw|5PLp@`X%yDp{r!X;pboE6Z$9HPtxX>E#AI#t-hJURl`-&DOqBM%FYDzN9#$gJS9jNO zXNHxR^@Tt_IWoCzbJ1^a!f|RpVW}j(`KZljYh!@?fT19WP^CpQ{MRLXY|3ph)sWUC zF1>aN}AaWyQ_ifA9n~ z{UT*~r5l$)tUDv6J)?;I0s3SEr2oKC`OjngqF%4Y$|iXs-kcJ@e5Aq*Vp37hBka+Q}D4#u&57`k(#KF zQJm2>F|z57QTDhe2|5x1sO-5kgbFOZJby^#V*rdiMVwf=ki$4LF z3Ro1$@rR(_zUKLlQoRBiei+9n4?_T&1fZ#ad3L^^8sAlhQ3ro&NI<%ZX#xo+@jFbw z>u#!ZHUz$BxtWn`B50LjN|GmV7?}t;!ouM*3f?Pt}zC#?t zHx$K?7$9Xt6OjiY-ACDeL~;}L5(KtC9TpwD`IJ(@mW4tPc$1W(kwB+9j5(MUgwbKjVvPw8P#=CUxc(JoG2qr) zyE5>mv$k?hdhKDBgTxfaMdD^_#W~fRNlbD4xB|lAd>V#GKN4Qj~1D^0LOkY^ca;4pvb=BEN(5L zjjC+MdYUYvITHdHE)=pJNY=p&*cecVDKc-M6WA62DG#tu41@d#CX*2XKy)Z18Td~I zHn4#=4Bo&h0Br0iqa9HIE;#@M4GN*^z%io%Bpwtp4aDBS4!0K)E+EeUc`G4+Ldd`t zZxOAU5C-u9@%;o6M&Jw&26+YiKi)%bx(7&fUMA~iG#I1}9|~DO;tiw+UeS01jX(gx z0D=i1Acz-$BnKcID8v((1$j8LdLcOgJ5nGjT40tANRglrX$Ws1ApqZpL3WUNKUD9c zgH%CL9xb9h#D+q)zT%h(cp?2#v7>ZP4kGJ#1K0|ibndq~69AX~KouDVp#@gBL9IX* z1VH)8BHAAJ9^lpO>KdOHF%)PM#iAVIhz zcXiwYoqq--QNV~B@Q-v?QZl9F*rw$EDozS8B&NVM?*Q-1W(pVt3W{($2{-_W4ApNx z-~^uW!3I>M6$IXY&Mf2$Oiu$0rx(&+P=90mx7g*jmH$mWIT(!proIUW z2H^n`T2L)2&~tR?Lvd43o)eJo^jDm05QqW@jRA;3yM%$U|Azj=uwJG0f2N-9zp1Bk znx+K-41wfbL6G#I8#yKP4AY?TCqT9FLq5;@U$^}Z)ahz!#Rdj}8&Y7K5(cRRL16$_ zhI`25AfPZ{102xX7Se)x-yRV#?hc@qPQcP_t1v-NQK67vKr#X#1?-;SKVa*2eA-Z; z5HMvA!DKXo#ySEBIY5JL7a&DJv>>k?;Dr@8Z6E8wF6gkcT*0!#kjdT;_{DY2`Zu@_(lFTqjV0mUx@`5*!F$WVv` z@bs8*ERf;kW2~QPtS>sqOW2Xh$IGB zUQuAkl;05p*>yhsSl_Qo9$rn_oCO5&AnN--2~_weD3Qe7B*y^1tUz)*&7ia%@>|7 zP~Y9oh+JcHsa$(0>Gw$_L!ETpt^br7qQ{LJ)RI5yb7y0kN)#=xT}TFM_za{+xJ|Wx z&j{`=TdMjJMKW!CwRP4Tk*0OE72X@+>vmjqLCKuma+# zWDb$tsc1oXw4Hyip1uaL!i72RF>=eJP z_wCtYdalk|gL-J7LLDk&PLpr&qAP5ItsvoJ-_Q5<<+N~dq_g3>8V>R6=~=#6%;*uj%{(H zntE7ic=On-I128E@mP!(&KFd|#G};LYgdVqr#MTjA4CZ9x|I?NIKPRUE~iw>^AvHp zkGzvW_%ff1n5U+&RzzQ>4kx*M$im(>BEc=>4MH<;Ky)tufs><2U;_ zL#ySZT!htD?(BJd&sv#{*J~1&^>wLKJdGoYT+^(IK9%@wmg-QlY0IisL~?ErQU+^v zAzj3dmz?kEnI}jz*M6cF5GBCF13jYWVeBzf;C=c5mA3M4ag$?G;XiCKS@V$A zh$qn>F_?oNbFotwx`tTpQT$GHnR3*^vUDg&*i=v0EV9}t_OuP80DsT>bp1K+8J;q)&z&0n>0zDHw*Lra_nvuU*OoA;|P z(&d?HL+7^pbN9{A<|ikuf=1HIZc;eHdE6 z_HDy~OjB8YF74hcPY%tB?msf=E&uvk-U$-7{F)zyOG&stnSlBFU_F_C)I4*sIy-cV z>r0fYSNqcP;q+!zW9ncZ!&lYV6hVRQw<_;vH#WGKE-hZ-YMtqS80jmGoiFf-f!x{+P**pPnxA*SFPqI{V@JVWc&S)N9U~HH+}F zGyThqb$5&k_K=8#T}HY{ZHp5B(gE^;J|bJs^4{LT)fbY^2CR|KPX_vGv$krTq>|1TGGpMLuR4?;AJ%kNmUEY0 ziwFkoq1m2D(Ww}J>x-*cvlw9b9bdtM83nQo7ot<~uwCsM6L~Q4JVf``$IM5^mK76= zPoa)3f6*@Xm`9KQ>ueM2_&XN3ZW+?GC8s;$v(^bABRP)ACuV z`MwiA%=+*C@{+ZI-gJ2zNTHFJukUnQ|+ zJXn$Qz{iZ0zLh`PSPhjCRumglg-ZA-^Ij8b?wo zmkdvlDtmQ5WZLL7lJ=;YS=~1&e`UfpkIb335js`jjB9okt&d(Uqa=ya@75K*@wJ~M zGsqnhNjwpHPyz0^nwj|QH5yn7QQ+g01g3OsVSn8AIrB8xQ`gm|F|BXw{-#D!FK+=IZ7gCRC0 z@UIbiW)L97gY01+p>%Lo(}Il@fchXUlKepm)H9<2(BDA%8t9H<0bN5N6^AU6%v`b9 z^l(<=0EJ|*O+f`DU?KsiD{v&j~fk7e}tvCC0rvJqB!0_`Ue zR!Pld5LR2)+kS{v>LKi?K&b9q5-%zs)EqF#wGk504(>Y-$Pe=ob~FNi0y|42Ga;^- zqIbc(n?kw`mvE8C{nn)er0EIGZQO4lQOmv{y4#v$Q!Vb@-Vz&i|26C397S@L^Zo4m z-9B-F0Urb8tQ2UqJ*Jk>7g2FrUF1cAxjdJI?PY7AO^%{JPaBo%*Q!r`n>tdoUCg`Z z*JLgafh$}{`F)JwP`zwA_{yePHRwmKB$OH#_`WOu=kQQqFB`>7$J|4t?O!-?cPH@v z5X;%z+#^>~iR%_g3<*d{aYwY2;IHgpv=eyZ6cW(FedU=$&7q)7okKhcZTEs zP#;Wq_GO6ZZEepXY9t5;81Ny4xz{gR_BBt*3h11C!gsGB{l^ za~p;S+5Rd$A3wl61DI-Ja9C)7{22rsM0{|VbirZj1qX&4?T@C&og=YL#H8FFC&;3) zyTGmep|j$&+ai%Iaw4RE&`(QSD1d!&xc1aHFb35Z_awhg-cn#7f)FAPh~MMiw*jp{ z$VzXu!8~l;*+%-$*}aaQI|igl4gtM_m?FZE;q55+A4i3Ej*wdJ9JL~;%OZjTZ+_*x zx@|WN#8d+jyJ$z^ojH^yWrR6K$kts8zl55!5cV@5Z|L6^W*MA{G0onsIN6(B##5XHn? zgd)m-3;9)qfcggxA)uo;&g}?j3li;fgl|@vJBA0N+3b`59C_&@qL6@8YX4Wen7hc) z_lo~>B#bDC8RnwPe~u*Y>g^A%ez!@E;_M~-=cu6sF&@NbGIzB*^fJ4Pl4#Kuq5K!} zU!7MV(sxxQ@2EqBLXI?3{9o;|5LUp{c_Va=P=4J>pn+s}4)OMK5e~(X(El3-QUWOi z_8Bs)9ASk9(s&m(^`hRLeH1SpL{N;7yWGi{a2bD2%ID17G-ag6@!TnjiA ze^AL0-Rsz)&LmU#bvw-Q;Pm{xJsTMRHIy6!Y&bhI?wtJ}kI`u+!kIASHKHQf1dBrm z=pUs2dffu~aaTQ*MajEbAvdYqH3!M(t|v%)LI{ZiTGQQd=0U#P`9p7dihu?~((WpP zl&y|nyn!s-HJ_m4ZqEK7>sKKvgdaGBuv(3?7=|!1gEe|5!3uP`>i}m5%75w1WFvH5 z1eV>6A?9B8f9c@f9T$Q{@w?hVB<~u)6Bu=uALO(F0rfzV%taW76L_4wOwxg@ zwU2G4Q|5(ModBAp&&dTv;(AV61<{p{)PoGQ^>7B(uie5t0Sv9(3+Qu3NT>9BJqRCbH)mirC>Vy_Qi%;48wM~e}F%~k@~rXGOV zflSM_L8heQAk(rk0PC3ru(?+N_P80qXiWg@I}d>6kO6Cp0LFO=PBH6x-fer3P`U3_ z$uwTxo&I}8kHHscxmqG>{Xj4j z=^)|5eK3eajq;ulWeCDB{N4ug!qHNVR>S3<+=M$Vh6Ku<3;GLhGj^HhbY9r^K4TUl zqgusL_;q8(vHPJujuZ1kZI>40`yIBi+*R`MqHlUyd-{IngS2Sr`ZfiIP<3v3V~Q`k zpI2gYR)Sle?SDR}49^!PvnR6myVQSHLhyiFUP$mSa)x{9*Y1|^H*!DNzNKd$R`Vze zlumdfrcH&-j=Vm$lzq5ESYh$ue_flA3ct5N%}fEuN#gPc%>(z*chZZH%5wrp?e$z-2TWt{Yse4^%)eKOTgW(|?rQLKtp8U7gb zW!MdklPa|<-t>g_z4rSQQ_EPXI}ds+!s!{^zD^>y%JgX%hLv<)TzAO#WW9k9i}{dJ z*f0e_?Z79QSwA+B^Rr37#DYE=eO7Q2{+L2zX|>j;f@5iA8ElmO3aunbEla|Od+>vx zRI@{DyDa*2*tlBhQK|2fp1Fe4pO7_iK)0CAGCGHkt?RlkQCv-ZacFe6@OJU)#Hh zdZ*#{C)KPuABd|9{el%`H`ne@i(XTv#QdC+FgVB&as80n9}>lG^Ss|Y>#jM@q^fV7J8&=yEm6* zp;DJq1Wy>?!dTei7$?EYa~ANIhbQ6hB6>ED5UX1CbzfjGvDA|L-BZFO! zt`}p8EEM<5Z2Vd1M%29rpA)c3SU+CMZQ2{|ExjN%*CR+PnVHhc!W}@F^yk;6I>30! zqvyxt*O`qjzGV0(E}h(cf*%2(^~1W;8dxFKRzeZe-<_R=zFMW3y6uP zTb~TSp!YipGjlHfVJBoP#`TxpSZsL9aUX;Ea|?bw6U!q7(f-9K55IuzDzH z>4*CF1A!dx6rn^OVRcMggWd{?*=~P=0&~c@T;XSLj(08Z8Z&>OGcKS$IXtBM(;pHv zYJKBCnq0;$bOQ-hh z(1rUdk3V4Eu=Z(+lFKfcVTK0N-^YLV{Qu$R)I^qz+6GD{`yy)wOP|<7U6N#OF~Er} zbQ(>4G#g9Qec$mxmD`ftK6d&S4}-t=8ic=9xJbWOkGGR!0^zLNvC2c->7tn%o4py+>>qK-1Q>M{PJX&Yx4txHTf2Q=;xH^ zGnpT{wNZ`W>tMMeSq-(iYCXiGns}nHpI7s_P!SCGq0aKl`HLb?z~U>WR-=S7{EXz+ zZ)C--)1drhs1N+;C`<(PLUwa(-SQ?d>rdzXxaMK-2MNE+i!&N8h`zm(e3Txt3STDISN43i6-$%t6eW;wc z!rs5X3imp2mGlBZ*shXjVwrEL)gMO}J?PW=cx&YTs@MNd z*v3))`yrNJh}pi}CcxU*H;9+;mPh?@a#8jWvE~zkoTC;=G?Ppik2>_06+aCh*gClX z+WVkI(%U2xAfd^uRYO{%x9nASZ)^k`pda6|0h;~KEgPVLkq5F)G6uZol4x%-VN&YQ ztfK6Z`04e5t;73A-UsKB-fuGB-m+P%Mzlt6*{jFi*a$X2KfYxHH2a@hHbDPh71n8n(+ou(NlMUEmHt)k=YINZAs0Ep5jFHO zM&++oq&qhCRjb~{{Zb0%FXS|u%GZ58>*vD=+f^-oNc!Bc+7By?{~35a`8etDVLOg!B1YZIq_;m5M2vEy3`C50R+-?W66x--V+C(*A(JpPew zKH595uESCII~e?FJvUJ?GYxWPlaGfUsJ$gniYpRKRyJ>0!VJ2~txfHF zDngd1nrE#SUo0+<$00;Vh{wpL+5B0JfmFdN-VKlPJ-eQg?`{AG$Buz+$3Jl!jsi5> zkoV7V#(&v``-xI>$4hVNGIrb}l@WY^`vS$kGoMqp&c$H*f%j;?ydz8Fvv;_n7$3;T zGbP5bpo1@e$$X&sO!d4)xGaaN468I<-8dytK)u!34wE<8!+IiJt|PYkQE|d&0ZzR_ zmhGg=S8@H^Ku|#VaLMNyEA6w3!Z}yoaon_W_=!?sJ?3x0qU7lodDl;9Cxx$>O7n&5 zdpHe$r}=sGG(89}b)~n^$%DuZrlqMp@A;SyyhsX$1@rJ;P?-Z!xT;XnWrTpPkWYNEEnVRX|UMiU}KO$q~uJ4g|Fdhy$P2cF4 zP?zsvohKt%#VE{G1%DV?qshbY`j=(h$Ka)r!cgD&4U^Q5XkN14c#P?UsL_oGGk3YAwvT%Pf%3i@WQh7y%fK z^ekM%S z#prPIvjIJ;LilG!@W}T?*)`lZ5A2b@Q!npkOfjHNL(e(hPJKxiWhAJREn^~*q^)Ra z@|@Z)no^N}n%+XC)~m(tI!2F1EtvjJ3hqXt{al>?z%GF_LZsq#;prLU>Wf(-lB9bX zu?(v;8UGqLIs@dozfZWNJ*wBt6%xJPNK8=U^<%YnwHa;Scu^PUc~(4C@JuEDOg3*h zn$cw?YeXu7Urg)Q0mjT^zYtr5apX}0W|@tZx}n0%cU(=9b&bgyd9&`PxiS*UCTK_> zjaB!*pW9MACJfQamAPp8{7Ri(N*M!_?lqIehh=`RXXD|VyC1+K>=ZdKz{9C2lTzC| z^~P(88Fn!?G^8+J?U(piruPO@G%ANj7=4Nm^Bd&H8@}WrBXPQZ$T++eG1XIZGDN89 zYv}U#N-E%WDl@X13cCpRcKKK`j#3w=SiTaY0@*{a2M(dy=_;#B>Nq16ya`P#}|#Jl%}Q3uBmd-_%O_LC3k^)P2(Bf=#(? zfbMR)uH&h&!7o{qr`)nND3SO2v{d5C?AIJgad$$5sh8>3sTq=&^4C?kcG?ziR#x9+ zD;QR|-=lAEU~w$DPgg@OYJHDU7ur(0D+f_Z7W+l5QR=BNQS)?eV>4{LUtX1eRV^lN zxFd{8iNIlB{kv6t%x_J>W1G>U`oqa}&eW4^#oPXP@7favNgUPB!)X<8bcR|i5Ma&SL&jX?d8>rOMl$}>Bt4vNZdZY`5aMJ?^tG3r(=Bm zyi`ZWQ2S%yqBpHI3@##MTKf-Ix-!Ykl;aA!L+#>I^-8B%v_@I9VpxLzJ?MMN+Tpd# z&0o0eqgQ58j?AOaEoF~WscVX+w3Gd5Y(@>f^o`!M+S2S>s9(GPo?(1tLHy>x)csvi z>Z16xmX&qOOQXF;=gFU~vZp8dM2$%gE2%2pO-IMB9h(d-TkMY|#Th4`eUkO{Xa4O2 zFVol;=wmP{t8gZj$ayyT2BtaK+{7*AvH7>Ok5Rg^Qe}HnlLne(4kM@2NGbJkBre9s zGImfgfTx*ce3}p=tNIwJgZ%A;;lO1-x~r_{9l64rSmho*?fb;A@j)WSLp#154H;i{UcpYDIIoZ(Y{a$++va{4pEPjaOe?RA|o zIrW9<4>CzC$)8~n38zbV#f{X^WbO=EFjvc!tlC_NGCO)4IOWI5%VcSf+$7$<}d%feGsEMCQ*GjF~GyMj} zfYn$QbD_}vBSx>t{pP_J!7!-Z9zHZUcWhk-l9?5~gwA?-uP}=$A6+>t#Het;YJGhD zh#}Fgb4;ba2WKIC?}u2Wn^3>D-`huBQ!OpZ{gS4^zPcuqRVB_WQ2L>XZM!UVr0{Sd zu}7}m)4A@GKNz=VGhWxD8@E5XOmvco8C0^f+Hj5g+956U#2+Q3sPe4oVS`jgN9*OA z@ImX)`Q%mh^&??t^AZIo6c)ZiK|axzn4$i&A4{pBU0WTh2ZPC~+ORq(z8=5rT8NKr z+wPBaG}hX&l{TCg!SG^E%MZy)-##fbaHK0OT6Uuey6zEu!ZduxJyp&#Rk(JfnRD7N zVN$`8-8gQy@2u+Hu4uLA3Ym#VIIf2d0=vt(nm>LK6zJ0ysJ;5P8ZlIQTq1P!uVlY_Y-+!| zwXm0%buE`puJmg9@ zC|VAz4ZfZ+0)61!cKEW&Wg$8ydDg`X4;n@B6on!Y zo_}fF@t*~8>s{JA{#^8QnV`$6s(M-RT<4OiyIwB!DaHQsWVjkiU*dP%hb5*;H*ji> zFT~DVq`s~$Wav}&wPT|2Wm>sm<3kau!V5>Y{VJ8M0zz zfye)rqkRl>lV9b>^jkb$I)1h|K7n5K8incsI6it; z;XzuK(PL**GiP839V zIH6tP-<`+CF}*qLwEuq3Q7W9(QB7Qa+6vqFsqC^F*J%XLbIMlrr}?@e@v>0VK)pqG=iyS|{r)vI$df7i?x%wi!8n zy*_es_4;^b;c99t`q6pW8|e&!EUBBRo5(MoNT16}zlW|H$9$Qd2M_xF;mssAfc5a- zs*IW}J}M>?(|dz4rtYV~F@~QTjvKCT>M!;dOkWNjH~gSROW>%-oMABhZ4-&c&EZJ6 zuMvrzsO#iZPQZ|@Ag4NYo~Kzr#uw1Wx8}3`WrXqm%YB8Ax@kkVN+G%xp+4$ED$mk< zD93OA&#gyhhUax&g8Ce90@Q7#xvx5MBy^UOmFXlWOUn zy~XqBW7J87XNhI@uOXwl@kr(c&L2g*9(A@ilO`N4D!grnTED;bD+lB>9$h!91QazM zok$C<2mZZzHWDa#nhHBIzVw?iBzl|O!Y)yqxWO2-<(IonkC&%Vq#pA&o#T! z>fW&mseLrJl}gSg*_Bp3NC@XicjyUl^${&N)n)iHf4*}SCUv>k{`+h%HF-sR=KOo3 z>0u7t%}@>}e#sE8M1Z6uVJBTZYetP<^GNApRs3_q)?Ktn(hqvDtDzXhOz6L8&3dVo z%4HQ+qKscRW4w7^rDsy2FW6_HY6k-2~)GsEu;Sk<_>JZH=>hPQA zEy}A|68{NL^nc=e4D&hL@1#mjRa6y;^e7bh^}P#gxySbgYx*!bJ-N7Q>Y}|%4KWWj~QDt$xDxcKDwE};C)Y3 zw?Jd;?l8ET$RocKV@flOK$ZIL-xK9uOL~4VU5pj?Hg}KOsQVe{b9OY6+#C+92BNYX zZqFr&#;}v^93Ofgf6K5Sdls+A_sVCv(A5ljDDb^*ec%Dc-=GNT1_kO5Rs4k4usKwT zF{r4oK!QZpYFvFF@OQHMx13VN!!#)^(yNvmYGj&J3K zT)$>MA{eQgYl0tKRL}KS%!@gG3%2=ZVD-(m|N5*XKTfd)Z+7?Pc9A`WoXWv@6~)K+ zcXGO{AH$kE{bgbdaq)kp>R>7Rvq-9Geq5 zf>}J6>}&j8SY7<(qgG3uPM)qu@!u0qE)_0g-84Oy%~fxB=g;eNHv+IzmV3XE_i}zl zMdDzQRBS6Huy{2tl7ByW(0q_`i#zPbi2p7hQJl#7ziHHj~5=NJ@O(xsaoqbGYWd%e0jQnN^GwFws$Z^R@v6SEriWv8QZbSo1)H$-GJlQYfnyYM{q zPmh|h6;e(bns;gbEjOTQX*s_5=;AvDcH$&cOoju5h|1pE75;C1&B+J(}>QKN~RPPkBme z`Q5F>jk>BGBAE6k@+oWIj#Bi6iD+=T$~~V@NB*|pKQyTMfkpb&b!^vP>z?)n_)r&- zWN7Mbbbsmpsj2TUSQvPOR|03|L3ZJzW?yQFb4^OeAxyz3YtGkAefeWanv8|gjSdCQ z{M#vcSCHlYRz@fJ9Ct!*{sg&mLSEPE;!J@H3@&4>|BQ@sdxk#b*wpKUpky3dpS9)I1WTA100{Tsi)ie>O; zueS^1=>%k_izc3I&e7gWl7$W@!=@D$#Ozkovs2bb=dYA|@=)INeN*WXWf0$E@rv2( z=)oVgf2X^IYfn&AWL0Cj@XBgcuQkI>TOkL;IhOl7+bD;!UWnQ6W?2H|kaT z=EzOz(T^^9eJ%?(F-jen{l|-su^*#&s(7kXwnD4f^B^ehll}WoMzf~hqO9y*32M2; zr+#8Q;B!F}5{Z~_FJFU-Cx7ytHJ|)7G@$+?;?vJQyXf*yt(OLFrOmW7>jmO!kMLUloW~y1X#xTQYq8%lFzu zdS z>DQBPnag=!q&m3csM^c#l4h^A1V1*CZsCfjIsAhB7t-vd)}ZG)(oJlUbUV2_)6#jnbsEmHqr5tT<>p+s;^Ja8nYD_3zoc{rQDsR-bB2q&Xt^m?M2jGkrgub8E$1A9 zo${lTJYQje0Z%ooxR6G}X1^!8&~%!pFZn* zANxhh0f_8d`BbRvTPZ4yGp8e?H zwx7!&s$L^nbCRVk`6ql&Cmqz>VhR5wcw8=*@=ooAq8`5>Y>2zAgJepWgWAE(%FfI( zx_FUnN(S2y!YdNQ#7u!&rA;|@&%4%J%8mz_6y`M;RTN{i5={pXpBZMkuUx@%2Llj` ziEX86)YP*mkO@DjWwwfRm4_4g%>rN^ggCq-o_HJj&%0L?rJ0AA=U*A-EPog5D|yGH zhBOm_DrnO4?WH0CRKK)K6yWib%cA8Qp}Tm$cM@g~@?U8L9%jaWF353?-#s~pg#B*} zcX;n#U=M^cE=bprI52~Fhvdw8%IKow!pu!Kh2x|%0#0!T$vA^+Hc?+<2uv)gNjTlt z-ih)|f+yrD-G@UjnV{EhU?Nh1ITCnfNdf1@4cHl7Di34l;}%&r&k>jeN7N3jF8_qN ze%bhC9b2#dRlAl8mA?W(C{kRSEjdZa+jVXtsEo@u>i6<(1xY^74En0q%W-d&Ms>dZ z>b*To?RQrrR66a1=eCGgA)Mv)jWM@4g9K-9;3>8+E3A-kKW7-`3CAvgWfU!%(i>o` z5kAwAOOzMQGhRUSDihNsvu3=6MeJY$z9zSSTSG1n^6ZA@su(bf*5gNuTQ6Wo1pnz6 z{yoeUJS8KfhcuuCbN(^VO=QH70QV$%JIoFpCfiKMZn)jMDynDyxmiMKfPY|E&k8P7 z-_8*@AEcrjZ_FU`PKpe<+!(I_%ff;+(k~n*r&xLA`>>dNOp-G$FU%y8VWW(D@(a4X0WnqdYCs*IiOV8*M4ZG_DyvYWojMK+(0D>PGq5%XdkUG zusK1UBTGi2UY9n@p7~gz`nR`5fw!5$_AhcQLh0kgpaR9I-lGJECU<7wz!46ujv745 z+_~Q47>B0!$lxBDQ{zhr4sGtlKyVPl?afIn1BGAy@5+I28MB8Deh<;v^6+{y<^T?Z zhauc9hC5r~MMw0?=)?VbVDR_oY1saS9mwO`)KK>Ha>Q;=rpniKipuzX)Ch$Q3M@8g zAE~zcfrHZdQDfGk2pUgDS>z-X&B{Nkl2+e+{F{#`Z$9^3eP3x_`k~LhcXQ3mFlUua z1T!f@)Jgv$+@Jp5tXrjt504klp!UwIZ}*C$;-`zC+qSvEusCX5KL|KYR{{t)q)}J@D$h9#R3NEFU)!bqb9dlHwp}bM{nhVtWuQ|O+ z8OlV@3K=dMGb-gu%Uc;r%qe%Ikk^}qY%w@6gY6redS}tzi z#gF>)zXG|bX8v7^3^-quwl+QJgA1;R}&X?v|hx9Ru^N*t=xpO^z~Lja&x*K0KvYVShv$hV2hvF){?9= z%(w>NRwa{Sdf3okHHefS%8qckx9|NG)U z$+MQ5g=Sf6WUXkVVJ>V2GO<|j{ZDiQaP15*@$w-J?amT~36m6PEwjgn6|>~Bb8I{n zX*uO?M7fDzh09YB-nv6Aqga*`TQ-Tox3!^)VpTPGbNJ9VWJ>3xSK1z2r0>ny8#AK5 zGO{C`P%857J_yRx>@cxzy2W@%HJPm!%_J!PP?WjoR!3#ZoZBs~M^dhH9R|;s9?dgV z_V`(UeN0U=k<4kex}LbgbI+MW`$V`H*!;jn@AFeP!FgzN21xDrW%hA7HgeR;O|{}J zq~+op&hSs1cf#dBfMpe7zl9R-`VSQon11+>nJotLBbRa>aCGfbs8WOqY9t&5q8hDV zl|f3dt`Ms!-Fgd3nH;fH#SjF4Ux{??yGL0eE^QV{2`bg0Nb;tdUmzFAqFOxoX;C71 zNr7H1RLN9i8kQvtIpvM`f{zv-(T#4chaa~rC6DzNw35r>9mQ-*xyCrlpqCu>2)?I&w7 z+4U=p%9(d5ck+R z5N#dwtk1xr%Lz3XDJ;V|yc2KIc>Gx{D?uKW?=5Lf%G)Yw)t}ZFKO!f;4bMj9JY()# z3~Ls*Ex^1wkfDS(m{*>Z&r;Y#<-9vdp^^~PrP2V0^HxWs!B|JL<1jSZl}0Du1=_DB zVCQSs0pWLobJkOegC(`*Y)Wl0jo)Sk5syTljw_5;wWl@u=LjHfI4%si!=v0>A`T~F z-n3!hxaYozt>&r{_3uhE@iM-kv!_RC(OwaiYgyi9iahTz#0VkZfe?K#8!%+O*`syJ zhx9AeX-%E>kjLyDhzn%OF|HCrsFljy!E9H2Id)uLhu?AVMhregNoz9S{HJyNv{g`O zg4v-aizx;-cQkt_$vtFj3E9d1%`koX>sXg6L&ol7s!Qcd&qEj>I#&f6b_dUsT8W#3 z*4JB&$CfHi$g;mbI2N}E7tzm^fbmWTg@dbdPP>Y#h3z`r#A#4T-l~;cqvug;(OzYU z;Z?WIUX!d&>Qy(LUe>qcZ*_%{N);gpPs#c2AI9@<8(8xccx>qj z40GbUeCTWmHp%fI$CF6M6SQdNS>6G$gA6%?#WSjPq30{C_?f!qW@Vc&@+mNq*Fq>C zhLo*7y#gpFWa48V#iRzbq|dS6uAH6PkPPsvy;0nATdZnP)9Xa*58h?V57|l658333e%duTORLBZBilc2CSV&t z?TM7O8FOmcWZRN>UfOIT7sOVi(g1eTk9DcPK5M$oO;{%@UIPnQ{hPp8@kdj@9$iRE z7}PaspLA&nO1YKyt9o0vlsks%0x>lD-)=jlR%@z%4J>;W`^(uMuAX5{zV6uC8Cem= z{B?`o>|2W-CcjK$C`IqLOV3gC#DX**!8+`i2;XtBY=XJ8DKcGhv-*T1(uAZ6)If5n zx2C4iRgO_u39hK<`S-l@QhgU7|0^3*rucHuOMeYa zmMuhF>%l)f@}wQsh8*B_GrW{3ODNG-aDE3$$W(aX@ikKp?;gC5D~m7CaL#lN`PS=j z=HE>q;=iDLC=yC=_4JY~O6=*LBAs}wUyU2JnvH7Tl>~aBZfyHYeSCM7?I|6QS%>y2K-5NJO!x0}^b7PO5HdMRr zQ-pF|&XK*J@*0d|4fMdF@ixUuC)fUZO+>(R)UhLHOd{L@Qftk|%gw0BmJ|_|jjH9! zhOvc_F`pzU=l-zD%@HONzwd<;CwR=$7q+a*@sNE8l7S=V?u33!?(8kDRA?OyGwPp5 z+LuH!q_CA+pyb<)F!9I;UuQZ$=WQW3HMm) z&yOW^>d)W@gHBo*r&^(;m?^)q^Ug=8jXatXe%(p-h@{-$(#j8NV#QCVI(3QOhV3>|XeVQ^%jFYA$k2MO!c1 zVa?H=e6QlxC6_2l+fm}OC7tFBt=HjW0_y7pc=F6e@~J{#tgpr6*W}migpK;`4I@gA zsf`?0yQ$3hiMcfC7F#YGFfxOELjKgcG%&*lk4+WT`jk`j_%e@Bzk{(4qi~^aM^V)- zKcsy)Rj_)lt<_pflq~N&dW?NgT6~SHCDydOrhV)HX^4X&{ti2R$FAfH_i#$OVvg-R zz5V{n*vgn5Tt!;bPT&^0n7T)@rRaLK&Dj}aoqKS87iPl zxZ1(dT6cl)fTss|sR;~KinIh55J z|01DVOeyj4W`Yo)<}!L1^?2yin8V1r!w8cOT-3Zv``4fYXUV=2lg{kTcv=W(T)LF_ z^g5c&s7w$P#7xZaq50{(S z7OhIj$BjhlrtDRy+M;2dST$A9V_`l1ca62V$uzen`Y!ZPFTRqQR#>xT|eI zYv{-P%AHU%tHzZ*Ye`M_m~OLbTXTvl%NlNorT8T;?z20sgnmrNdDP^PAQO&pP4c)2 z$EXJf*uAr<6t|bVN>-3tC|Y3-U_>3~-A;5yg zVv?Z}B||Rp5_=>Rt0TjCv76x(3lhGW2y85}X{dWZt`$pkPmx%mHsNX*`|8v#jI@Ga z>4agV)q@0EDIe%WfcNA4D_PE;Svrq?>BGrFe^9{loGY%aHKF#0;-(N=$>7JH3!=9z zgjHlmvWWsLZwdB6bvmTDug5|tomM+5uIL0YY~HY;4&@Ui8VFvq!<>YZh`I6p$+BK6 z5+gZ8Bl^3pCS)txV|Ud;JJSm6` zGh}?C=#YE&h#qwuB}lJ&k}DdC!CnxjmG~%^RgNPn5DWY{Uj7lB;8J&iIfS3!hf@OFqlBoaIK)V6(Ye2GxS| zNTqMY>>UlQx=s0>*55)pY|-$gZKg2OVP$@B$;%Ll4R~zSuU#qxHR^nF>;O$1=r^y| zfv9u}8@#PRIp6Ph9)L;$XKI2;=LQmS7CX|8_Z@IfthT`B4kFY3;)sJ4$8;tLH-5A0A+oGrJfDff8EoCA zELK$A(zIZReC&2qNNq>Nk=q8y?(W0bC`o5i6bP;cs3X}hm+X=I%^EE z2>!$%dk}ye6jLC7A);iJ7g+dhGn-NG&n%FR#_e{>%rlblsP`3(fP!TQbD1`emdN&n zA$-lWB$Eu|%vD=hbWt<;NNnvS;Gtw!ThA;0S@mXAnJN$ArMcK)g>+QB}m7SS6wnR*FR4Z`aQcZOj<0HQkQ@i%! z2IHZ3(@L%w8FOzisjmEvW!0`XwUf65RVko*NK(`iSSeA2%PL}Ssnm5;A7pob z122}LutCv)EQNpUIkPMsVAlLMx=lNfEni2FCX@eUgW!>ZF3jTrA&X0eUWcn>$}O-{Zc!e6Y{fCaUVg`<>TGkmu&q!}@B${#25( z=GD<%Q#NoFll*dUpKi+qZ$8zM_w&locEV!|w;Q-{)i!Db7N3s)BN_av2vdrPBr+0$BEa5P> zXlz%#BcgiZv^Tv%-w5_*)PM)~dp50)WO&4cES*%=X0(_@^3xkSsI0wQsB*pQ*m^|0 zeTneEJkyAH28wlhMW+jMObBRW+$jzCiML6O!!7pE^;_oYT3j=9Z>_YwBXh^}KbU5H z4AZQiChkWef5y@(PiKlO))|peQEXYW08s*p#DRc5Si<{c?bu-Tb}jEtGr;;7V3#dS zVl6QcG4*pHdzi6i%nP-Db4^81=%l-oaGf8*y_KXsO4sb-F!h0e`Zgd}Od(^^u_Vx0 zcCAs$m@NN3zG^@H07o|7FgT@>;RRIR(!=@!MyCIJ2yvan2>-f_YdQ>+Utp=Yt7dT% zGj;&<4$w@}w^JD^)@yfpAe1L|B~zJ3lA*L6dS3lf2fKKs`J={ZhXrH z=!%mjI+{k*A&6@q7^L+(rnTx+_3;#o!TR;gfL131ES($ihuqK|PBm*If;FoU+N=Ao zQJvkx-H#6RXNkG*KIS-|9~d&BpBgRip+x34?@BY(x{mMq$%7>V8~V$47I7H*leP8? zsgn&uA~JP``2<%XldW#T<3^+9{E_jhv{E0^XKMGbC2Ja!?!Y?KoPt^hfjepO^C`#H z3B}drm}yZIAwK=k59@>((h~*f$@HllAn_4sA3_7COwT!inhVN%9zmBDkhrrePsbSRj+mU7RX z=CB)@%yVQg?NZH_xlpw^9hW&hU9zEPUCrHMbU-jhKw`JM=Fa6K(aZxM`<}AroN`ls zxBDkl27~L{b2z3sA>(1#!5qyv1gEtVNTL606BgJf&VB8Dq5_1&IAanRF*jN&nDo?w z!I`5(P{D{)5UR6ekVNr-LmCUlZ1F%Noh3uIRFLUc14SB`q9m5ccd;N#9g7BE*#DFr zVpy=@pmP)72fsXza0?H)dj_HVgs3pjkf1bZaJ^vk?d2fu4+l3-#M<%g5j|J*uo@jU zONmo4e}0(Q@{A0N9&tGxZl#EiO)vhJ-uN^8v=Qo+JR>%NElLaxAsOCPh}V8gSDgs+$V z-z5)8Ye9%bnm9nlDq+I@#dbFc{dgH0^HT4B6Zx>b^&PQmx*+NzH(uw|heZ>rPG|#z zlqROXLA}6c%usl=VAzobFafELW|AGT9byE?okmIVrlHB3JQ!j}fID;B0>~j)598k0 z(rI~?N7D-8wf)`KiUWD5=C@lVmqFOXL#C2J8T&D#S8L6$ptDEDfeJEl_{09vF5GWp zBMRh1kFeJY=?Hy=IN!aaJN9Sp5pcMrWo93J>UUG)1{Zo$QuAohe2w#l3_9BH$BYcJ zU(=(^vKI}i?y*8rny_!X+1It_dS-9G0h`-APC&kwSgtjjZ8dW$1nf9DVbrRzb=oah zlGF*Se9^BHh!!2d+X>z23Ejt34c-;s)bkEYbQL2GLrtKL-9jyt_ppwPU)x%4v9TAB z$^yU{lFi$qO4F{`(Wn3*UcV%f==< zEv_#v_GsP5GmO~l*+J94l;otpIeAR?M^b8W zY@Nb6JoqhD(Ox>xm>!Qr>T5rs{_Be#-Q%Z(Py}xF`zs2X$4~dnR+7q@-|re|&b&$h zG3(RQJK!|$uA5fU_U6>Dss9m^$A0?zD}M9wYwh51_r8_n(3yW{@zH}d$tLK8L=WU1 z?!A)rmS?xM|9_R8Rsh_s-?9JO{+EvJpU4gyKjz+jv6NUQj)Ffi(6Z$r$&IJa+44H` zIgiiGl+OZ8&`WBi-PO#UMv^eUE9Zl&G&N{G>Xi#X6_cA6QWH5cDElR&6DL9dy;^@C zBn%)QOh+s(6SWouaDSZ`^qRuk^K`1g!bdb7>p-8Fw$ajiGWdJlxsSODj!FKxSZR8=huoV zo5o%nVN#37KP)FHu%A9C(WB8Cl5*Ya1kA%IQ=WT;;1FtvD9nnqo+$`9PaK@ zF}bQGcc(%Mox$riwOhf)B516536>fHDj#AHK&IsoHwn*1ic9mmcgjM#dU-&k+nHl= z7{Pf>v8si=Dl7#cZ-g45;D~$6H!`9J?n1@bF8iU!>l= z$v8W7+llRp#wtU2Xg*q)eJ#hn-Zwa=GT-Ijf}Sv?a#Cn<6ZjAYbtB#paYw>;i*fY8CsX|o zq+LnY2ak2*JA%S+#W3|2g9V2BQvk-3L1$MD0FkNmm@4xPK9u6oBjktdy3?$j_kGcr z9)kU8aBqpkmb|HMV8#I)OzIZHg!*5rvn+D{1JDRe5!H^t^txDE>4L{f$sUVjMoblo zwy^kC4~KQ~!)>JGn#PGo|q%!tfi~=~q123T!rQ;~dI5P|Qjj*r-FOf=hXqowc#%2WpHZutP&HGOs zKOwnO$@23rP-fqyK~Q!rpUg&K>c6!%3bw$0v5i7b z5bRTKYI2k90Wrq!!O~ zAgMum3P^mZ!fBK=^&E$~Bx*>d84E@%A<7abSVDFA_RxCpOJD|x3{I;9oYG8F_;#X9 zS3b2hlUKksVMuR=!8X6OwRP&l;}(oh#1BH<4hHXWtF1=y82Jll!NUi`L@>%T@Mz<9 zYaDZ>J?QE|``8)@zRWS1@Bt**^W1zaO69?xQc%_zx@K;WQ*f&mT+@s0`vI4H@S5{%F$DoZ1Z zaME8FEO9}PQin3^n5xb2;;N!oWw`g~H^T(4-xo1#DDdDV{$YqWM*%Pcq=Cav&5qK-Gg#E8LjrFI3`|$3 z7t68Q?mM#_AUf3`UKNAqxcGo?FX=WSN^Ux>{J8|wI@^)o{*+G zE0UWMnrqx{o&j0VW>-aSZ4)FZ8)iD*KO!lGCQ+k&ArPgN0-^L23b}n`)+R3^2lTo- z(r}lOx092v{hK8HqLL0O=S0ifVN-V>0Pr`7Zu~^=Fyz>oEQhlplzyNIb;4jT<*31& zGE(@lxrE|3Fop)+>hYI#il8rbN6*dai4<$o>X2<{(w2cRTk?E$V@WOrrs^&v{NDbwPL8`GZMw^UJC77qQouo-HCgV^JZ zQIsP#%X#EQYY14 z>z&%4v8m;-++3&Uf-<>UzNe#!Wz@Hj?5=zenq6eS)AnE{9Qp$I?02#JV-!BNbhDd? z-3&YN*{lW#L{z_a+k~zgMz?KwV3rvT$V{_p@Jup!O4Rrpd=2W`X)unut<^Kc=uckxX_7L z_&>_CuP?Z9;&@&T_lFJt#Np|Dd1~M8gZ_*idOiZs-=CY&BPW?`FKm=L0EH?y-o}cj z_yb*tjKoD(-I;GVHg2IKo#nG%e#sc`mvF%b38+!X5s#PQvwC7j?xKSBAHW&S&NRrA zYW{cy@bnPd_l_p5S1Tuu|6;P@k{y;1# z!v&`6FzTN>k{U?C$ho#P@*k-Ac#|NC2?^e-POVd`S;5w$g}5JHf`6v@TJJ8jbs#N2 z#X@sPiT}jz+jB75YoTIiI#*BbH-r3Y3JUo2Il#jm=z)q+9&dlU7I4dI@w?;Vz6k$uca+a(@4^8Djj_<4N@mBP^5ZNLF?I$Qd$j+kfN+ zOz>bxmmsgO{mwzDcrayFyU`Ux)cT?1f0K+dgr~f?%@(I6OBYTJ1 z1g+GqL*14UeY0!Bm;6&sEA8|1lF;4j0gIb+3aWuCtdHlnbp>3Sq73ljM5-D6Di{}> z;3ojR&5}dBSAj&7PY4YlxkXXG*&>~jk?sv$vO*^fQcCS3pq^;Z-hZ?)SjRA@RJ`An zljvSa2i?IFc2V)s6p9t)NzNA7B)QxQCOIAMc6v&dy$iDEez-QGhTf%n0uSHe5`9r7 zHQ_f+`0k{fd|(bUAjLD9qY-^h-Yf>|*fOA=e@xk|25;XIpmsc=CSS`Br;rX5>Odo2 z)*Rf-2uAW(T)ty6AF-DU_}lh>VqT;H`UI=aOXA6k zM$uIaX(nYr6)qwZP?lnG6*KGAfziHr$JV~ax*Ky+qcEEGB1m49mQ2zVPgN_qPLQ>@ zepWy+!Ao=eri60lr1ZMZ68##_64mKDkGis=Xy0E%`yM|;)4C1k_5Cgjci&ro`)2c` z+|VtLZ_#{8GKxx;JBKdHGVL^GwLq<(lGCQiWP6`kNrMWlgb5nS%!gXx3Rn4S)~Zy6 zU6E%yL~`ng;*nR^i8Xor4HVjQE~6aFW(>5_PHa;9ghbDjc&M&VvQB95ruM%1EJcrjaE0vPrt- zZ}{>=ex5UsgoNa6ILiB^`ISO#ysyhGKq30c-M%jxo=} z%4vgi)S=3FG5&&k46$*N!fvQAN}Pet0oN3O9hkfLH9%9yCtG12f;VkJeBcE zB$BzESBuIXpg$8lyT9c9%$T;vgq{2l>Om2nL<_A5E?t$6GB@tSiTgs3>w*>Y`Qm2$ zpa_KNspV>#VD<+T!m}KSFEfVU{Ky&(Y0#@`2I5@EXU~MCK7tlgqAJk`1v+Vzsr@At z#o!36Jal2nU_Em3(N=37D!zKIj2coDUh54>>IRv{fh(AOpq~i`>W2#zjx^#Wl=*hu|0<0j(@@p5Lp( zQbHLdgzR1eQT)CF;5fouq(G=JD8UdIE#>^XLIBPX(vQ9k^BzM^mxmU?k*5R;T~hf- z99*Xa%lN%FHc(QtVn01iMC!fwpLr3=xCuiFj%C$Ymn(&C|2;83Eo$ni41^^)`tnmrJFeZTbh-5jhPgV@j5+Aq}Q|JnY8bBnWnV_ESwRlG{n_ zt$&Yb_u){+(bYKzv@kid%}PqvO4H*%gOq*}kUG!_?StxsBz3 zWTsuuxF}{g?FonnFq)URE=Sz&834M4ebJI9p7w5ue#IK}ZpnTX+M>~rXT8&-ZOR1; zezltR2CjH!=}$jHi_NYn3((6MwufWBlQ9fX!KWqg%MP=9?&UX{XJM;3jv;K<&)!A;Fb>s`uwI6RVerpdTuIVCUh^wH+ zN;w448B!tycCKbP*V#`^%VDKks;9BHrj=HKj`p@no#E`EwiFda+CveAcCc7P$-`3U z6}9)bD1;stlfwm5!;6wT84PrR>NZ_{DZgpzIs92<7&-D_33*>}T9dL1?()fz3uT~K z_=Jc9_hRL|9$zjDY)D+YY^b=x*abO7mf63V-ZSu& zBAM`v;i?>yZ>|X)i1-4cNR=5wG0ac|Hx%)>SQ|&*IE^0;B#Vm1pN50uR43g|4S5?U z9!_JW6@XWef}v{7Ux}sNxto(jpo$o%nG32Rx9BNeSQx1dUfYxfT(?Fe>Q|WyB+y8o zU-g@zX48LKe&~z)wjz6%^%=z=Ki%e>3B*r1J zvx0ardVR&@I{7&X;f0E#va4Oso<@Z6#_!yzL4zNhUTJ#cny9g4SYG9TZQ3v$PRHrv zg_l}lourNwL|R(orwltyYF*}D2c0j`9qO)Oz>lESnDBe{1Kd6Ka(<8LN*Eteu-@5p zwdHF70-&c~Cp=16cauL9Jwr2%me_I54thsX`~=S~rp=T7dw)&}=DFdY?Ql%MHMu(p zD>VH*iT0F7B{NuO>=dT>@Tc$Jy>3r~`10Vp_~~@3Z;ayUH$$!Dv8#&>Os>iWus9BL z6Tn=AsBDKJehv91u-C;jekG@WPjMdH(^N%wmM4i2$~bMs^AcXru`Jn-gtJx9n>NoQ z$C@OaXj(acL#SwvLU6!Dx-sG-SQSUj&@PUTr5Fn!?~V}?i!V2oflsj922~++^@vM!@mQ4E=;L$^Kf)u#kcr*`cy{mBASsI z%f1v?Hv+lZh~dz?eooR9XAnG2NHj4p0%?>8*!#EiJnj%doT)kkT}>s@PN&&qH2$WW zG8auo&Q*~XYifxgw?;0@H;UC5c*_X1e4ze9Ze#o>74rh{!y(=d-Vd80z2$@!+` z>RlOC%oU$di7N>jeVFfml?O}ig0m%}3sN}+ta-ZVX9(7*c{nG*(l$@?IudL7)L_if znXjk>s*q*l!DVClawbmv@h_c*C*Xn=ZG7#8)Ui~))`^l+GM3b?=LbOw)VjgOT2J~++!9kdKqkbl> zfzG^q_ai&h_LW&zX$qxl*;Qtz8{iN(@A6=61%bQ!b*36w4mT5fS;(VW;AsWG;}w*h z3&~<721QHad~*eKdl>QvPb$Cny4w5#c z%#lSWs5auxID0La$)S`Q?>pL+MW-L>iJId-E15glG^o(OOir243utONqh1bjf7YXP zrChaAnf~CxXM0VDIoH}h=yd6=24s>0A_==cz3(HR}x5kG#~+GbG0l6u!*d~SwnH4 zo$n{zWjnqP6sIP!d|5IL;PKb$3NkYsIx{HoMQFXfJWw+}UeXI)-Jbls8n!DJR z8|9_`Ty?tc)oIVW2aA$VtlMws{LkHhd6NxI;E^TUu#4Rj3vIxln||&0b!w`F4S(ibbqV4kf${jdY()^yS%jfB3{FkikfTUqltk)C zAt!$@rfJO_sEL5VQ6-WcF%JnW&~uHjQa8}g_5GYhpbuv0F~(#nk6ck+>8#KA zT4T(IChft1RnCP*Wf6b6-w^SpB|vyQ!+~T~L8enjeEFPB^8LASI=yo20;Gw5M^fr-4rGBotxLflAO8)OK2e71aO>Y6@!Z zPO%w;Xac@e{%@43(1DE#a}Cdfz0Vvq(w{$k&pO(5JO8tTExphF+A2uNzK8)EUR;&g zhMmDHF&vQV2Nh@_{wF4^qJRuCQ&Rbh%XELw2bsvRF|%XJQw7SPi89rb)g-7PEc^O9 z+y*pLBo3&Yj8&Ym#}Y#|Wq#sh6uM4DhmKJQo@qcK7X1apyFdl6QwjDjof{aVn)UR= z?Dmt>3|Yt1Pxk%-i*lG(tBQ9KaY%t?gC1v#7nsON9_tj5oC3YgqX*BuM&7;K5z4C5 z`}A_d`}D3>Ej`^>SW-P~C5}&_q*wrIs;)NL%6pS77ARgCTJ(3ols(Kkf@NqzKY67F z4uL{)q)Q6Wr}?{jL|vzP&;c4J_%Evfr5@?Cnx}fjeMPRsV z06)}`c>_(H^F)q|8HIs+oC|(+iyBB$a5$=gm9J8e5S1ZS zSZEI(#=6mLVD{w$zy%Mu&78-{x}C8T3oUG83(pc^Ogw`HI2qOy;vW&^A3{V_0;4^Q zZ^)dsQfX-kxN<>69S)POEYIvjO)tgFYES*K2eVT5{gEcrVm2=%@Ap#ke8QF}I&>SM z(1kO)#R}N1LNm9-OM`_9+MH<$$S(|x(Vc+`QOpHw3#3a2D&;ZBi(c&|&3JZ{HR5DT zg`UA!QM_Hru$=d}No#?^8`nSNt16Z*?ow~zz1!!-uP z*r;|=`di7cj>?ff7!*=gV^H7{G7#YAcG#BrG&wnmE^Z=R+##qr%3AZBe~v{|8>?R+ zpl$3#p&>6210Tz1${RXNNnKGBH{eJ9(r`dVy_nG=4+(0-%N>QIR5UJ)f}st9Umkx+ zmQbrcgqrzE)}5s_V`~tS`&b2ULuLy}j-yBkl`=^Gx2eyLpSW&p15eMqG_8G<(pl9W z7EB-tdPZ|pJgW4J0^qOgXUk-j&CRW#Mx^4O>A^std1t7VXxr(ol`<&lPE^0($pf9q zV*&^zE{BWF=iUud=J7 z;G8nc@9=2E&yXPuv~FA^=$5Rq)EQ#TG1AN3-*G3B7*)`=`sZYkN;7NgJwv|gjl1kF zne+Y?TU_l2{A7HR-{&JC<=@obAuP>*NJkEjt&JjPaQoL{%p=sX9EU_6uw7YWWDQ9>Ktl4}6z^Hs zI>3uxR>szTnkYN~HfrgHcsf;a$>!ulIY5ulB&M}pEum05Hv}dE7%_m_8}G^!lRN29M&DX7+@mW>f9Bj|I5>zw<2o7$am0K) z=)s7`hh=?VQn06AwdCO|0oZFPL#1}t0g9F~)j?9`{`y=lFq1ppD85>L50 zhIc(z%bv$w!3SIGuOFkcky7+q2zGWFWJ0$};$#5;=frpVous+^R}z=F7zc+r(AL>l zaupu5E+0(ahAOs>P)F0fRdAbi#KSWQZ~9F0-kuCaykWg?2zv=V;=#t)a7*n--C^`} z9Az3Fv}Yu5hS7}jH1{pewyBOayg<|ibB=obxLX-=-V89pTfnWa*2t^;0fO%af*@L> za6jxw8Jm-z&Ebuj=H=g3Oj?i0t3!Mn(${}OWvX9`#h)b#gO;;Q4lmeg@q?OxF3{+5 zNB|f{6g-H5&h`&`#Bq?LIQUV0N<+~R{9K4~Tw$PRrf|fHrsI}AFML1aQA#?M3_ODK zL{5V_1nHo5UxNJCxUqrFyfK(pYOtAUtXj%piTpg;w%33?0cl(C{RwmYead% zpl-JJ8FR>^aOHhoIUyyteh;yzkfl^;E-opSe2%w4>73zkXCbVHX z{2Df7#tq$8W;|-+mks@DNXpG8*Gx1`*-Om7dOcUMtAgXE;fYEd#_yCRr0sjg8VggMT^C#29g4db*y0p-cXxMp zrxbU8+wcE-Z{EzkNj5otPG+;Yn{zQ9>`kF1UhHWk&hb4}ye{rf-?nVdZt(17D&+Kn ziOo+$$RlFuo(zXRBghR1ZH;yt%TGb_)S<-HL7tCugIB1pwU7FErLclD3nh2G)IdPHGjlz7->lSgpG}%c zIaL^Kg*@(lv=F0x5>!#3ig_GV2WP2q5G8rv)c%#^LFk0Wroa$?K<)`x$5osuUWEJ9 zoj%zL4bQ=-Cr;9l#^tGESt748G0i1oIYYBt@(|jRmNGUE={qMpinB$dRnq)*@bSjW zA{Q%rD@*XhkHPo-Z1={#Xv%*4k0GC$67&-C%8^j?jfNk^xa_d`>L?xTwMurJ>~Fzu zfZs%fa$R>3Cc1(NjRyd2U4L#Z%P|z#vm3>slbZ`@=!V;lZb6~t@7dqzJ3ow`-$8#o z>AvAGHe3hpl&1*ckIVX+HnTHr4a*8>P~Qy(&bDoG$EUP1oH`b%94i+kR(`9U`LL@Q z*pk_U)Lh2upkX6q zG&DG#IT$;;nF18{31NHRPFclmY97x7ULO+;uRX7pV*;x#QyKwVtg2caz7^|xRR{K- z`iLbE>t<9lBj(ux@!uv+j0Z$}Y>pT_^1xe8RGDy2jQxft6;srH+@RDST!6H<01WJA zBhOs2tRU1!<}7j^U&E?j@6$=7MMBAARxkaQQ54z5glllc{@8uBE1r&&2vQ8m#BtR+ z!m+%hQVh!N-u2sN9uLJ7k^ZCMhnsni&0Lt@zD;BaHI@?#66vN!#zngb@u_)y092J9 z?;xQBbQoF?i7G6_A6A&#MQp10L998vAaR7~d6&-(+MkS*U|!V_FSnZG(R*8t$E?1< z3%k)vC`3_7DB{O3SR+vLQBH6B)XQuZJ+7BX>U$_KJNm%Ds0smbU|0}8N{UigKMVvv z8e8t8O&&C_HD2^97O!9x20GK~b$)h@!yzHuYV-?B0M>bUZvs`@c#{q?#~k{ys|8!U zXTf)^;G4$=`exC$D$}1zs!D<{4OXV7$qWM9k-U*B$BVF(Fb&Ah;%KOJzq>k@x6E z?m{^B{xYoc{(cm>mFz_%;7m?nG%&!!sZ~qhH--`IS3y-dihzD+tP(wk=P^-(HICur z-bD=^9FW0}T>3m$KkAAXP)HJ>!!RWV-AJX^d~66V5nzx!{ZkH84E<| zo)k&0B5l|%&4Cui6_hkcA^)vK>UY)uptKX@kAw7c z&Bom}LwYz44ZdII;v*{d^a#W=wSi@Q`w2_m)J9-tN5JRmiT$>&Lw^M2P2!9T1dl7- za#cdI+*Izzl-V*OW$_d+%_dF0KQI^D!fdYjP1O%fPS~cBSYcr0Hh=x|afHJIbx+y! z5iGDh@`FpDG!YiyH;FyzmcL{D)a?7%0*W^=A>ccb5yRZ5U3+%8UvN;PW>Tl?}y zE(uE*W@vJ|h%1x^-qZ10kA>IwcJjgTQ1&VBU7;16$qy3d%Qddh9XPApmTLb!kY)%e zS4;NlsKX{>tdPSXXZHF)`$1vJK(g1^i0G=c-slAS+B(0sD3L@)$pU1<(3x{DT9(TT z0d6l^`A0$Bqy=7({%t}<6i)6+NGK`|tzfl7ZU91N_vlHGnfNV%93ap*bc^u}*RJ?+ zNOhMcej|Tf_Up%^L=?`TeWlL0(N?tzX8~GfdaZ37S1q3}!Dw!8-P4 z1VmvY*zHVpz+D;a{VunYis|Fer1cRCbpK+jOF(%GhX3v%>nmKw&|aLi!uAv|4hK~W z{zUiPuMy3@4$DW+nBRq0mwXl_HVQrVpGx@)bSwxNzlyb*ul|bMay8&go4dq6aSR5Jp|7hZho@NQ5K)ib9+c1+p_K+=a|9%_ z^LcP>n?SQ77N@R+M_n~)ufVW7v#ziLb|zUwVJy%YW1&-1?9wNixpRREwjgz&v)&6m zc4N=i0W}-YNF#}Yu?7&d0IUnWNeTlxtE`m+K{Sj$Fc5+#&B&`9!Zwy?wnGG5-dJNw zq}hewcfzCTaLE23tP9TmB{!tp-yp#I8ttDc@hOGiq#j8L%CvOCO%Ax&UypHask31P zg0IMN^qUwikKnD3mK-Tc$!x@h_Mlb=@D=jf{K;(87Lgb1_f#nYLh`06Y+LWuS(t|* z5{e0CF83TG=7`l1qEBW>76D_eK&CAmMKfQY*jKDTBzXA;dfv8+^hM?vt`4oOY&L() zko|vU%pZ?u4DP%;Pq39p_5oG%_ew;`fT}0cpYz&R3rBr*BgrO#=s8a$3|64(zB=B~ z2F2XItv)HL;@RB2lGSt$OdUxGK|D7L`8x;y=6ws%`Td&A#)y`in3dR)o8v5nF^HFG zD^R?~G|T!ujL=GWUp4!x$PG+!FOEfMJ6iH0Az7!iobE!NIv|5=zohH+ILA9=sa5X^NT+xy?;ri}+<2gBs~x)umG=4*&k8IEJ6 zaCSXLZPHES8W!W6b!1u(+RcIrIIk;@^1!d&b55t6>#V(VYggW`YXts}bxo(KD}kpR zsY6o(1JXb?76b)>p6gX&b!2B=j$wO{dYwfi)s$RN*4p8|wlh4E(mdy>a0bx%PdQHo zP~oU`s(?i4?kgce22tUj6=b=IWO+Atf<`Vyl8e)t+%zxmf(!=#hD^Q-d?x1_OA@;R z2XF2i=U!@TVXv=y0Djqury`Bx#}ZV4(>h|~gi~~%@nYUy zxP`ofz+_k~=#z?BK%O@G3?8r5BBEYg&Wa=3CmyTtt(KV3;z1Rga7n8mg0LPUNRo^+|PvC>T%PE^P@jVUykc;aJa7&)1!NaK0F zq>hbq-13u=a@>I#uQssL`!whEF^c(mNO`D=lMolRF5BzL>x?_M0Ogd|#!DYz%y(Bt z;rkODMgbYRN?d5V+Dt$6xeB~~da%`u7*<9s# zWd9@HvG<(TpW7A=(K590U(fL-NiHfO>;_UMP*V};Q1!>PFXF#oUY(6tjuF&_vdp`% z&ae*cy1!YgcHns&*x;lnQQ7E*`g3{on8o&899y$FG~l*N&Njw2bpL9$U*O+)h#!uo z^ouh9rs@GxXJz#0(Jl73Oi8g2{g}E|%bQoDZ)64FtuC$o1Q>ohz8_qFRlX~Z>nq@eiCMe*7FsUJ-SON8e7g_qtBLfUG zzgxiKRU~tX+|B0^k#F|0Dm3GJB4@!>Zr7eJo66A>>GJ-w}a#+yF zMc^L&3^sF&-)bVa@&2RWj9r`68j|IAtaXHPSEh&_!fA)Ode-{nzjMI=F840vTb~TC znkqn5-CL(FH%(U$v>UcN7nrR)F8uDkhF1FkgIFyqVDI9!yxg4T&u-5C;Cf5ze%GUmoSy+4XKg zwYK2;Kb#)Izit$P_8z^P?6P9I+>a00E+0r3+^)%1)hg{ZJW1DLIg&MXBqns$!t>ru zGii5x6~^=iG>5|FnC)ju{)AL^@y^w;*^TMtt2)1sY_Kj_6gsW5+8-cjjW%&J+)(+r zwsSzgt3^pnHFmrDumnBuG2C!=1}(HJHjUr;xR!GuZ%%4fr&T%W9uo4_t!Jh_v32q) z44-HEI70Gn*N?Y7{t>rftbh7rW+Od*jkyD*Fy`W7?ME=paAVi0V~!M${|Nu(FR;mc zGhY>bpSH;S{a2Mn6p~YV(!r1z-W_hQ!IM6m7^oS+*v(0s^ z{b$u=U<;Vb%cC`t?)^#R9@FC{n{nE4YD;?6WB}oAl6>eDBo zM{}DEpZF?aq9#5DX9UBJVj$Xbwh7`J#nxJ+#c}ErUFS0Y+BUZe~@g z>AC}ukE<}|6JFJ5{CPdKC8nyeX#%-iUQSg*CW+z3*zeNBhH7I{lSu^XSL)Lj!#C@- z_IluC?cki$(`HpJZkXoxZ+m5i;N5}LCvL+x$+cIzwO=+BwOu>jKXd*O4ytp`rrdPRk zc$X2bF*Dof`NIxG$1Xo>t>x}tymlDV3fwGMJCxbr^e<>p=CU>r`1{95hR!9uknYZQ z=x;4u>k*NG_G`jsRWBJ)YFt@Q;#Uih?U)EZa)nCqm;q6ULy z%!;eymrtwOO|2uD{1u3EGNS}Jb1EvCl1YV@J^#ejQrLNszsT8R|G4Soj$8hUQteHi z_otiFf-_)Z61m}+{`$n6P|iH0a{5+M&3C2ziJ|`Sa@n!0a`D!1xJc;OXnDxUO~cc% zDRok)UFY}4?Js28J*>08)An=rt`;ngQ#++xBq!6Xw}+&>>*x175@h;v^5rQugi0rN zyz7OHR(beL`E{!>p^MsK(jjFZES>x?SZ$A&InxqqeWMAJLhHJ#^2&h4`PIcweqG~z zV`uzwGm|T^>ASg|l5;xOaD6qYZZpmZb(ey;m(FJaTppMVHeF@xF)NOQ`7th7OQl!& zAP)JJmNpGlahs>t2hQ{%zcbzTKkrEZF&g&J6>QT^ns({Ib4MtsonyM#0u~8mK_!d1@-BJ+tkZBw z8Q!TP>?B2|v-*j;63F+=vov(T#7KS68@2uP-|tVZ&q#h}joNjDnNJ+oC+>V<=0xh< z2X%yXE{jGBED|8g>*|E3uwpLhk4%GsyNtg)D{?>M6+gi8Fcre@2Q~|Dn|adAomROX zd%8eAxwITEtjHc~wmi#POjONs1EuUWTrDPOR}sU8DRnl|2TWYrlwPZvChVD8+R;TP zi?&YdCum$~GY6S^dJ_k&a1B_e(>b8(pO{^zDe?Y{XOI}wWQsHOQ+EVpK^Nv6?U7C8 z8=j7f;)Xjs1r(;#R{}L=SJaB;)(SUs0n;q?oxoV*KYAiR>I;D|EOIQ%$YZ&4DCi{o z+TO<=s{s_JE9{~+YZjkVq^vyGqFH+?awwAPC(zW8E$Ik2OB!`IbGLH)(4)2e26r01 zWyWVjXOO~{IIeOM8%uK<3@){)^`wXiy>W-Y*Em!4=$ z?=KSds__VJB%=J$xDraj&HtPh1RyZ5omr``XS4Z2C+GuDl>7T{kys{S$)yLKG)AsD;fYrO5Z{3(WasPf=&>zaXR zGd_4MUy0S8G}+Vt5c0ktqS919h{^^ml<=x=6wPH8h`A^FA|ttEgejX)@iQKZUvK9+ zT(NNfaDR8;HqnN!nhXId)p&|ao6|j9y1_(ic@VltP@}+^( z;5Sm~IG8GQ>c@+EExk0gt3MXgH4GLNP&8uZ=`yM9 zMx`Ec-0I7_<*vkY(Z}Q(3oZ8&keDA)I1}O~>>DPWzQEm8BdmmT*IgImsHmmDeOA%0 zs$Xpk$vLltETtdjB9RC9y(;{Hm!Yox3IJ8-^Bv4J1w_w6?w{}-7C>gz_M-vL$PbD7 zO^Ql%dtu+Cv`;JFZ!z`jBR-)!bsVD;<}*2YTy<#+Ld>0`M-AXIf8{ytkLO0WL0`Wi zFsIUqnmBdE={}W!-89>*){>L*4D*D-7ZQpqChEYcE)%EvoX@}9C!SVJIqlG){pE{r zCeE{;BOVs3HgFlO5zp6F3bqOj{gM*oycK=-LOIi72V@pWZ|v;Z*CBR-<_SzJLT&Mr z!N!&zyA{9EX>rX|(Ecb$iox|>QiB*9Azw9*ZzyaHgr8wBP_&oNE3c571I*8`*DkX7 z@|-Sn`XF~KNNF3IJ@YUWX2aD`JThi-E-7S;sSdb!Ma3u?E)B4^Bnu+l5aRE26+|)i zEY`;LY4k`|R$aI6UM2BP&=YlaI|mH4p+1)BTTg)GIB#ze6J!YRy}Zz@ZzR{KH_bGV zK2Ku0d^NWlX5v9N!(s&`bl$WecPN<@->2$_}2Y+t2}h9c7+*CqM~2Yp?ON(z#p&huk*98kITk& zq?S>(N-`p>sPPFyxTLJnG5iWaIv4EGy)Wgo4LX|D?xuS4`zRt~^;#_1!dP@Yhvmw( zYBZ-Bp_o?+{6~@pc;;eQ_|EM_5*_i%(7CE$A$3IKhj>E+F<1^{A=VxC0ddE$KL&w6r#TGMi zVN<iJoSE+$M(qC`pidlp|~4^8A<3mU$|KhRre_;ZY~ZIW#7g88XswOiI$C! zzA<`W+7h1Mz4~d0Dml5JMmi5$h*EYhuRx|tm%Xw#R& zw`vGQS9ET?*Yg)(Pbw8)ft*E18GLj33$V)lZ7Ruwk+Iu30dOJ8-^5b$ip}4aNY2|klCB@^{4Jt6``!66u39)vb z#;K3#U;z?6R!&n^VI)~!Td2A7$HVpd!}TzJsal9Lnus&P8|We%U_&3xwgnGMME`g7 z)KecP3-_JuMu(%efG=up0r<%ry@=ryI{1V#afm)NG;kF?oHEcav#p9u;$$wlzn=>E zk6h(=IDuO>zxh6yCAVe_*2`FSHT=n55t)(7{gr|JuMZa#C#Q zxqM-zOtb_t_TaBAP87!lXX2zzDdDI*f7U*al8DD{Qi{iBeMz8WBh|DJuZ$k_PL>VV zOGj;CC37;bj|)T>-7mHf-9MHlb^84Hl~gJK#fh9$GXf_e-;HHiG@M}JdpLoBw0Nux zI;m#mXU>$=a6JkW@z_5*OnLS*f@e*FRFJnN~moX4~c-{C=gA2l3Fwsqr z>p0AnpBq_>^pGu0yR|->nRYkhbPoowU^fp2IFdNTK$s%`E3p0*l;C2Iej5);QV872 zM*)M71lSp zO@157ZN!0`Pp-))KdIzbFrO(D-`5p{D8K8z6W*SxjR;>982XNjXwJncL~yQ4bhQ=? zyxTo<#AyE!xHZjVf2f+lJc3@nbbRK>d^)2#94-lA4M$GVs7%M*RX1$EU z`3BtV=w^-o9NT3Gl^ST+&C2GAY(x`Exo#T~^0%DXq4`Q^NNf>v{RT%e?0|&Z} zjQLPhd`%oe35Io(k}G6thDm7M z54DG>`1iq(PheKWrY*?CP+gzQ{?0>~Z7&5;YvDixqyoPsfK&7lL*ZV;w~b*vLlc{J z{DXQYg|CeGGR%#@4U-sP%3lOA)XlVwqwBhj^LY1D`H~BD2WNS-Q_`xNMdPHKc_S3J2=Xhozx!g80#1`;C{PU zj966Yu{@li@SulNWrrvt=%zo)(Wc@(@B)#JV2m810d7eQpYL%&U32-{eO?&lv-#U( zyc{w+I4Q-Erpa_Y=KUy`vC0uRL)1~W61xY{ro$UgPH@3=1o>z*1o?7by)lQ1#iLD? zv=$TSsVH+xQk3rE9LQW&I$he;bHi8u z)&NsLV~G{Pboq%pRQzeEIQf4Si{sDPGO(ENV7Wy@z=95|lZKdz2O1iKm8urV#DHW}!77WVu{1`HhJAa{wm9bl8(yS5Kw#Ghj~XpO7rE32D&aUI?ae0wnHQ zjQ@1WX>v*);D+%{bwu}8=%=w%sA zF|y|Awu-^|Pupo5sDtfs@KAA2Fc>9J6PcG*`7)H+!&hzKf8g8mPXDt^1t5h*A8jap zk2eN6-X-OSRSI?Be+-U0stNXK;lUK)hp5F?zZ7cbZBLQzD*v-0nE&xv3s|%NDfnOY z-4I%W7w!MxHG}5H;Qr5i3zJN+2>&k~%^>N6PqjM#$9vk_kB3_0pU&XB^0OUJnzAt` z4)jGi*efIT{*3QI1|K)9dpO4vxGDct(K5JbuaJe0A6U@-())SfO-eANI;0~3Hw>*+ z8Q49-6oe^G(;`lcJ2*JgTqeq&hJ=4?YSWm~86Ea=Oa6<(VaA;Q^!A2zj$0~CT7zu+LvtdELggF+KB~}?CR+)w^Hjt4grI!CR z*q!|UaK!(SNmB!BfeQVGImnXN4V@s-GoZ}e1;z(UD9BNwVnG0v?L>EAq=IpK!-s%* zV?;n^LIA}iUjdf7Th`z=B1eS)xT7OoA8#QhiD+;rl19U@h1V$Mj6Hby6J2>+{>jpS(SJMwZWfS#3OE~{88by=F zqD{BQ+HXH}+KKKawo$W0s%Zajg6Y9sAAlzmSaT6t?P+yoZWxvfI~GtUXAQwP>1@jX z$fJcjF_+{yAnMHIrb$)Z{rthD7M?j-ct}m~1Ls=KkrC5NKHU+~2e)2<8|DwF|MPGu z#~uzis`GLxzy=hT)7{0y^lk5Ni^F#S+(nOC15?h_Os;{v{YCdc&5v(Sjx^p=0l zI9!;htHyCWJpl0+?&P|>@Zjprc9#?pA&hu6=kO*&V06P#I@?pn%+0tR46Ec6n}D4Z zms~v{Lvyd6rNIZe>7iqO6FexPH@SCjfZOCw+4SILeR1qL@2}}HJhy`GHOW?GN^A-= z+L9OU^*n6Dh_6WvjOIot)L^w@`>$;cYrJ64cFup(foQhQ5Qs>wUlkCo3}&_u0*02cw}7_gU#r7Lb+ia55l`gcDM8(uLd) zOaA_8{`TG+Fi5CvIw;T4RA8iWwNj2&t!<75Qm3rbK2YNjaqD6?*gf}R%MRyJha!#qq$&P7cCZpqvkl-rF2~#j) z>*o10e@EXav^VccWitldC^`pSBFHH^_g0Ls@`dnLT*O{{DZh0YLw+fL(nOU#-7gol z4~y^@B|}ka!RHaFSz)tCy^1pw5@Qa|ie(Dyq^{s@d?-pc zV@Xj>GPq+5PHA8}FkSf~IiXq!2S_wL0`sRcA)q!PA1^?|oCu*~BO}X9KjJBCjo#y6@+6RNx zOaoXBCV1xN!biI)yAPJ4zbU`?tXz9^O}U_Y?yT5J0y5#+O^srAP5BmCHqeDnW;KfC z$yRI%ynyV`AnnCl`x@uX2QR!QUlBOS2!mIl!VFQLj_LCeNbLBv<9DSncrhQOLcv`r zEu4Vrr0Fuv@Wp^mfhH##*zN-t9-<~+B_FTV@)-}eF+{(0TsXfU@)Ntv^de>mD^$!u zz$f!Msn~qXwK_f%Z_ef($3RIv>gJLiQITDf?|v!mN=7WxTE!hWyCa(xkCfrR&^hK|QYVL$*RTrSIPMv~XTkTjyNr_~ zDpI4+-kCe?QLExe;ZjvZQ${Zx@P@L9h_ho@6~B9+DL#D?o$MX$|nN@&jZQF`!Togaria2BNo#iqUi z@nQX6mpzuphds0m*|S1$V#4NPqr-mq*z)T!;Gw|c;-WA;4|_bCdh)+sna0>sf@*K$ z_PTq>oCNh-lM?(=mFRc)dX0nt884q-d!)aSyh$48a&WD`9INVhSTtWtDOzm;CaJK` zxb5Z@hg6hQcwVVuXh1H0)}b8~-1+JTr~A?@&z2Ah+S|_1R{DRNDCr2R<9|@H{bd~J zTI;)yZ@)5_{c*X3;05UvxW^C}hJF7Brba5|@hT_Ln50awbQ=ob6V~yg5+ZL4|_~jCUJp+nWE7^$sHPbBWn{}!SGRrRM zx?7=Qu-{$|jtLe0_PjI7T_3aUS1wl+{f?>4`ltk&1gp<5sR)`H|Hb zKtR7ipPuPj$83uw`)j3;P0^hso&D_Ox;nRL^hmpctupiD8u`ScXlpqRQ07;Ev3h%Z z@!>aB6dPOO_%s{o-Q_q|C-n0A1Me=caxD9C@ZJ#kHgeQ;LSAF{Q1eF5sa3nZdl zr|QU4jBiiK+TNA=GKYT^vJ>+-;eB_KV_sFverNr7WwUEQxay7M71E58OZdl_Dop_C z0h0T@7JHgEWyOtyPj= zxGJ|pmk(jF);r?% zRbq$^D1LXI-h>ZZE&{44KFd_UBvEEn>E+OJ39b8cg}7t-coODK95?8}zex;V8xMVr zA;wlhx(99AIv;^C0;KSK>rVsrHg6f6#a0*u6wG2ENYTJgs4gRT$&y)uCzOkbOFlbm z8BG^*lo*dS{r(*eq(vk0lVn3F-&ri{0B96VPB0;GrX^APO>h~Btjo}=l}-IUmIZ5- zXF4Mc%uY%G$n*owZmWC%vv7{7^l~MNK^;gMl7=TX7phdxqa%(v{-mX5RH< ziUlb|GyG0X?ma91xj>(Qg%7=N5$vmb6=I>F9*0JZ@nqD~T zCSmCmxdS$qQTo@Nt}JeS`UuopYYjQtB$FQjQw1{qA+LPs{-(X0dsQE`hL+r`CvUY| zKm|QR#)9~RLJ(MA{pWc1;xx(nVZu493Xa2b;d87^YrEG!3sJJhAMp?2N!N#r?Jd&Z zu1Bp}@N3lEY$B=(k?#t}bVAY-TeNnc=+w?rZ$hx#c9^W-$=TWQ{EIP{WOvI`OIW0o z(;sriPmlzsI)bNewCsqx65V_6b|BjJ32}mPk`qvDjsv6k-FcmADJ~etAH%(He#2TU zb%eu*x=PRVeCK7;HefN)*No(UM(oR&5Y!o=IrQ@IEE25#qzivXlG{b~8-2qn(~@2T z$FL^dYQU#tiJSbB4Ci=c>|~I<*H&fR3nzjvXjC-mp@Ho;j6lC*9Q%b7uyT!V!njw` z13}|X?md@dOE(Ls;F-5i=w+&Ex3rdlJBgU7v2uMza~B%qMJKW+*-|k;`Ro7zRU$hB z2saVHm(3-N+k9#A033AqBXm@CmCjyQdWxCc$c;Ld`f6&85u1Erv&#-=5YUKeGot!i zxZ_T>2#<~NQf>XZt#;9=h5G#dr1it=v1|&s)LSzJJaVdDu@=b1RzTH3(J|1Z8)JDr z)ZgkdM9}p8c+cRX3Xym^tY7VhK{lzMy>t|YDm6K+6PoV@G`>|A!c&cp(iSdhu)uyy z^!vY2l;&4DZ{49kE9q|r_9XKs-MrJ3z`n@4)9ea`!n9It&<>HOMs*B&;Zx4zg9KA; zXVu`PmGF}T+P78cgAUPcYq>1DtOEPmAvb6eAIs`Pn8+rLZ$@K&bBNKb5iT@=MufI2 z(Mb$LpBZsgc>h9m5(B3DSabHg(OZ{X%h#l16uz-ns@vVr*pa6=4u|Ivcr?*2RY;eU z%wwUUp;{yS{N!>Ro8oD9xkVw27rxk7<*kCyRN-A4y0|`_Snn2DE6MuOTp+bV==FFP zw)Ihub?)^s$590k)9q9+@2qp{!Xnab>nfCEVK>J$N#hNXh|w+m+4~nwPS}2&6wxVJ zA(w!j6`ZxEKz3<#r-yJ#_En5(bWaHzU^9F0xYIXflUu=FmH%iia-&i^ai*U8Hq_Cc z=f8eRdo&@P{*L-tL}ju<_1eB8{JM>%D?vg>HcYfCBFmVO5I&RAE7Ye-ee2fQJ6L0U1HrNQg%LDk5R?4khwIaGCslUxnj&?CLt9qg_>@2~2fN z)?>HQ@*5F+b1BP=4PoP8RqU(f&qJV3hh)5Zxnqd)&+YJeq|J9#5~+h;AYNlRkxxrh z#}Avogzd7v*o{$22usoHhN>T_JKrczFMdCx;6|$Z!0q!67@+}y*wVobef$X z#MJT5zBo&hZeGsYG3Y(apIZmorX@go)i2|$Sp30DC#A^fW%7UT6wqnj=@hVPh=U9# zUBV293s}Zj)C(39;fC3GsSGfE7yWcq@g0?R@*4Ph^1${u7gil!ZIzDEr6uUu8!1LG ziGBZyf9ULTV!hsHZIq&PgQS_Zvrdv``z1H`qOt5TYCU9QYdt@NuQUBP2p=mE%4KZo z-g0MI5gqznmODOPXO{d+;y0HVazyyr9yAZq@}UeAfjo*}Km)NI6gF=`O8Y2*=J^%h z__SA2@(qrTn@aJh0WSu;$?Q zFP<3BnyS}_Q?(prxlNT#(RuRAu8__bV7&P|5^c=&6Vh6u$)_t8b6ouWWh(e@P)lz8 z``r&p6$aUq%5;uK-iGeH8!lB(A2g_zq?NkjrSLtVP^evoDFnW<75*8VASeL!=Ix_rRqZ%!A_fs1=2xtT`rC8Vpuz7n>-p1;T6uq!wC>b;^`6*XFS?BRD$U zt@1e5rO3|r%;)j^;&e-g81&~!FJ`T?CV?!wje0sjS+PyhQJck=CUx(v=~-E{ijs>r z^N7u*BmGrUd*!^}cQ^IL2mBoZEQ)t7Nd$9Vqs`?~BlVy7hnwBAna@E~g4G1a1N#N_ z0rQ^E*DI2N8fd=0S#Fpd7Fli!i7#sC%lkXhb78`li3YaP^>tbtd{MvMuyoMfx1I{H zG|qikf%4(JSFIwAg)v@gRV99Eii?U-3*H8Jisg?ZS6M~j>RhsN)Xa<~q0-*#xhGAN zbCsp%^Yri28E&OEttH&ttD^lrjS`!_4B~S8j_t_>)Q1b<^t#qkCQ$}SZKa&<>cI2G z)%A*o7FcU%l>U}~nRnaMvXQ&`9;8>Iyo&j3lC}B`Rzdx?uOuA zq<48)bYY$QTllAZS~b-bUgbjGbR$e$+;YoYWj_@!6u_pqje|xjcgFY*c;d}AqBv=1 zAtvmg`_ZZrPlUEB4LvuxXynKP=s`NN8Kph+JyRjzZ%!|cCY2#f@Jg*D2S7!I51K5u z3Nyuvmf;g%6UbZ`5G&g8X{?}dvwu~)Fb}Pf>*C?Be}%@yq8)7Q-N9tC9Gr;%O>QzI zQww(tQn5%w&g+|C7J&CSc)QlqSrM$khK+ak@OVPVV7>}w8lMAz;1`@|;(EzSl_UZW zH~cE6+q=9GxKt^{T*}^4l`w~`E-n$mZ`cQWa>?;7-cGG5lUD#Cbft55Ou>@gbO3ei z`u>HQIw5~dl|_DkOiFK=M0aV1WpakJW*xvVV%k|uzlTsJTiw_#=1aP}@cjh6GW>}bA`1uMDscjcE`hdujy%dhvho>)Uv&N4fPTYqQT{ZUpd#s|J0 z48>P&0wbPQgL6a1?qsL2FLa?|8ZIg;Hjp1mOM5hhT-4)xB1*@tS^>{I7qJn63{FL= zN^K%y4)NS+hTpnIGw5s$hm>-w2SVhvmkENuROXFBAb7meqV+1y34o$>YKtXmI*h*i zztUdfMP*bWjJ+&=vTjnC>p<+v8`I>b)$+h%-<)%)!q*^p^llC^fy`SSenR)i}2aSr5) z&f(1nm!e5WtYYp6e5L)YOYZsf<(=m@LLwqJ@*3lAX869adrRZNm+NfU#T-X0e_mPG zkLM>4_XL(u2}IiP#!NAvHjYaRAF;`2fA?mw6~Fv|Z5Q!-MjctP5@kehyYd4Y0+@Ji z1dUVQ&L7y9M0g#M_zcz&p)~CC_Ax`*!vj{Vxtn{Mn0Ko!1yg?ULZ|S$ z7AwP|8;#{4v|i&rI!aivE=5c7FHguY{g~;O8gKFv@@B=4Bo?Thgha0mI

V-KUsP zR}5Zxxsg_@)^+R~?76U?-8{i~*Kfv1>zl zEM3|h!H43Oz8&4kwh6fu3ZnpVK5F`u=|?auT2H(A;%m>k`MTx&ZSjF)(V#x#jV6VV z9W(0TTPspBc6(K$aZFru)$y+;>|No$bE{Zd^gX1}RlZgz5?1pzyFF;=Ib|fwFj;i; z2|bDayi}~sUZK@-b)P6B5P9TkLe9@llqPT%7d&In6RSI>f(P|3YtpCxI`W%Zj7-7t z{ZhZa=^d1hJ;Gu?#bo57WG+WKW_Q<9tY&VC)ZdkPA1wt*id)mNf^l1lQ zn)=Y@-cyI98N56M`EdPXY@U7+w~2srMDD!iYRhenapI^Fv3dM>?h>)sIy#@TD|m$-3>m=N}H&SZDpP^f~oG+#VRJCH(=Q(_M!!$VG6On7XE8^h36@@mmP zdN+zGWf%Qc!5!!%U()fISR!C3dln*T%`~s#O;UL86SS&d=*Cs()|9ZykhkZk+;;X3 z0%H73=Ss?u{YZTRChngJ_ERmkhxs0s;E}wNlk3P`18w~*heGc~8@mbi~(uQ>GheZyE~ilqdbqT~p(q^(yvu@ybZE8(OyaGtFf zLjtT5PSA9QT+lqiCn;YsGgK`;S$!_+HoI_Jyb^%*_l-BGgx0ZwEQk_-0cpuxN{y(h zihBuyh{bEc`Fx^RXTtnVLqS%Y^oDf2SFE%Ec9NG}dx2e1f)~ge5Q_U!vz6g;^qD>O z)9F{fbHudXv8mhAz&-S{O6w}{>i5S{eInQD)?S}^*-ZBtL%d(8v=AA+ z^fQ+8OEkGJ9nC^>uLo&KJxDVJh{if{U_wJn7XI*f9NJ)Mw^;`ZPO3^dHB5!KX;3q+2!^*&Z30RrZAj{r+~nESq#Tr3QK4;O|uH3tUnhy&psYMy zmCCo>LLIx`jEFz;PZ*uOupO97ev%y~-Y#`=|qQxaLJokQvE75mJK26f$fL zL?}V2<@&fZaUJBQ{J>)@`(yHYL#N%pS3?Fn_m5^HhhQ;xcSoMcdM`6kXA zN>GkoYDG?1tW%%np@-EH;dc!jri9co@RY zWEE;3G@-n=$W9FW;SO=G^{to$joom3+d0!drk~O^IMYlrkP5Zze@NeY^Siu7^6)3+ zoRU%>#2s(TsqV=-x7tlk^t5B>Wv zg*L_LB2u+7wwtwDth3MPDsu~Rd<6bJ7y8W6#+07%k-dflQo8vuD_+_4*_k8+%ew7J zaa6&w-&e3ix^ot|^RR!w5#5(jwWQ23LL|O`E3u%RXKjj0`Ni%vj*!frD7?^X4sNvL(fh z1v+LR?N*WF$26Mp4-r4f?+FN*vno0Hl%yw!C@691Twer!wYwa{Je&@)CIlt|oMd;D zNN!ViWhpsu7~+vQTY4#gA7{E~{~(eKya zJ>5?X%BU4@h}eY=9>8b8dE{(z+40{@ES#7b?Rd3fe$-4Q=Yw7 z&2U`A?*T$coQ9*gphj>quOccf1WfByaPt>*TwJ?xMj{#)x^WnujnjRe0R*59i33y} zTz#j(DI7K?Lzf9=)B0GlR-H(e3?omAjliYyDlX&L)|W5kBfRA!8Jw@7KW*hJ!G|sr z=&0P^GfvadiBXlb}zlbiEf=LpgoiYG#7n$cfQnb7M3IyF6f}JIu9MZ zHxN4yy*J4JB|xj`SKFOi)s9Zn)^)9b$s!yY5 zxEf%iMqqH8#d+6gzLU@=wQ{A${o0nF0sKDI^S2GCU9rcX!F<47wUxG)1a+rr@}(fS$$Nv?Iyi0{+K1 zRaE=v&dA^#b(V1I4j#YxWj&r^I1Zl1)$ASvQV z-RntBkO~>6c}5ktMD;Pu)b6=LlfsOVRBi5C)G%G~*A@KANB4bjeEVDG0OYpRGCt4{ z$2|ztian}106*7xW@BG+{Wk4tquqRvma$hcWEs2SS$lp;ve4hzy89%-+DucX#?A#Z zh2)KV@N}=YmG|rs?f(BT^%hWVbxj*+i@UoMAh>&RcXuo9?xhqcPH=*IfdIwbrNv2c zcXx_wk(Qh9{nx$gu62^LWoGs>&uo%#&faq1JH_UXPH zb0#c(DQbvwY)|CnlD=bD`de9KpBX8#_wTIoJV|S*+@(c>2i+@popUAiBXGqHxWaK! zIzs>3V+p;sur$fj9(yof49DLuWZg)V+woka?DgAuoJf~J*~#7DzJQ-KH`K{(3R9eO}zRw~VqmnJCGaxm@%y!BbM4jhSUY z+7EA4oFFF?a#OkB|Cdm^b?eE%Le9+M3$_`;#pA;=t$mJ6%gC0RyV$=AGAsl3`umSJ z(VZuo&Uyq>kPr(()DnYId}oHY#X&~&tLGqPegxH^>CEO}QK=p43<=oVp`$d1>dnzF zDz+AJ=zV8EGfqk8&E4%jlD4&AGC}JkjbO4_PW(hA>fd~^W#77!3Z*ZC4F3ojPSXZK zIn$?jTS}m%yHUrAICukJ(vQRneJ0mL29c?#X_s1?jOD}JKJAZd0_O2nxq{|wJ&^#e zn;q}by7I)UV2bnaJ3T#x`ALs{L4M+!u;=J_WcGR2$5S643Fmwp*ehR;`cQw2S^#Qa{KVAY0U%?1I8a zOKQPMumf#5j(o26MVJnwFFSk3_l#VG*o(w681k$MJ z1fyBq8N9MO5QcGCMaBwjciU33>N-vwIhYV@2P0s|L#DbOU*~iKZQpZa{Xl|KV~-?fVxfvmxl%efqnp zlGc)4abIQo#;_&Kos0p^rsJ#1rbUsfg_L!6v>70gje|+kd-YTSQk1sOZ_wpcp>I3< z3(E_o`*)WC^d}QPddH%fN6^J^jk}zi?QfGgFMsa~zsdY8BJAoEPl_^sKPvT_Ypx?I z)hWt<&uhtn+s^Jff$$1lKFY6416#wKn>T(=2kh?UZ4Ta7-IC{@i&}B4+2%xYAQ}$f zO{2o#SR#c*ogJc@;F78m6P?^_w5zML3Xg*`K`gDBxf!T0OC-@`aXUJ5_uI&y%Z#@6 z1x_>Vmr~4R_^JdUJ@m(uSt(xa5uW!T;XvNdAqwBN-mHN;t7wJ^I(*~I`!vPUITZXz zasCY2y6t`pf1PO&EQ+xdx&DpMAc8Sz=*zD!?WBfGgnHJ~OzoagR2QkwbKd3NKhbBU z>C7EAr;voTx2KTEk*f4l8b4jqnjodT}YvKf9I+MH}sQ*q*%!Sk>FV|KS$gmZxm#Om_4*TJVD&uyvdHOGXe`b-i4gnQAhv+t*v@ zXcOHgCRt-j!2vJ7e{+7RJ=@uIfM0;^-Q)(eLrj@A9ib98lw%23R#eQL;o$nFKxtOr zANq16F>;szb}B17RZ)pGhqh1sjcRQ-^7=fX@8o3Z=|t!t?=JmV7Re;yW2qn?H;_S3 z*N$7IA8KycnYI)2e(SP@{7Elza3v_+zx-x#O7o&}s#}En>OT0f2ODT8-0%P6aiZai zf%#6^nv&4RpqCcMLX+F6G?AOBijJ;cjgGY+g*ky1@m`OKW@EUkU!&NY52Mx!mXnq{ zkPDXU0t$uAy$>pXUMPl8{G*EinoShesqIS$|Jy@P2uJTneJML?5nBB-{6``0hgkNH z7VZ##o)CNfAHBRUKQsV;7cc+TtY_Z6k)EQby#nrv1lb)w+5fI{D{dG1(TPgC4*VtN zliBc<+K(LFEk>uUa^4j>&z;^$T#;JE*PN#veP5*6mDlq|T~G)3=5;nq!D{6!UTS5< zEEU>>o+sAGEf$DpPyNs7bL+$kc}PZq+5XwzsWN+ikB1|PXA394sHRIt@I=GW09_Te z%R)n45aeJjTKu0yRpR;UOU6q2%-tEtYg{6?KrFkd@C9auS>fE7J=*qYX|CzkOSw0{ zU}JbCSD@V9``zi)Z?#4S?u2s(qo<5~>{dWDd!Vr$XGk+GdBcZ+t+OCa^umo73yO>e zM!r3iQm^se7s;`ef1B{^jt95c%@o&kKa{52j?R#cfAs7PV3*o;fl0(O3eG(qo{_1Y zzMXr&8;F z2D1L8<3jVjKkWT7-+X;8cB<}awm{zomH;478->B~{!|dlHBh8(%-x6!gIc^A&_ptg z>bK%KO(YPNQlmAL!W~O6Yn@qkX0=iJQ`C6+^dF_Knwmq!N#ge3^)6qWE07Tyh78#m z8=>du{!ifS%}#`mu?+fAT10>@ukE?CNM-h<*3ubc)4Sg&8orS+6SViy;&`u7YK9CJ z`f~&6cFcKDWwapj;Zn=J7!^-x^Ru1$1Ze?HEOK#8Gcett*lv>^o5xgz{TQX88)Oaryhx|!5u62cto;cfJ|m}kwO z*Iu!W$R7!$<5q1mpGk0z1v7Fne%A1vkSwSQ>q#e-B&&3}XHNH@BR`H>WIVgTdpa51 z)8xd+4?uB4XFd-agvL@{h%)VMcvMw=N=4gHeXiAOGYq*>WbGAgeM!+b*+?8AYt++h zl><4%9XT5;dX(2piO$A`Qou6X=~vyUOtpRqe7dA|Z255!SY#V5NErx8*X0ovT|8Zj zHnG1943T+2Ap6EZVThJ`u-M)3Y;9fBzS9R>(H>m&S~IK)T_;OuA&Whd5EQ7*pNR7p zfSyDNCbg{Qwg&Ya*l)chWLOK`Of=|=es(b!b9dhqTXcFM5nuLdZ)=&{ypPMEBo|LB z5R*d7k2V%?y)$5MGI)D2teUXDuQS0K+gV&0_~9y6^utxjuByOY4WeK?`Pf%tT{9Rt z!Pz{%xk7J(=FXbb;_~FG)>xY3acnr2QAZuzOjueQ@K#cTdv>Tw460IUrMRVRd;LyWO4Z3P)}^C8_KUj3X|?PnWZr3>1)JaI@%VXb z_C5JjxnkrdCvw9Am9JVI_a*T{w@nF)gwmT6vHjLdYDU6p+iQcqv-jWF5#x!42ke&d z%`YR?H9%|Ig9d%J-yMNe&I>mQj~A{jUmk+p+^afPzl4mnwFUXRSCu7*ceX8j4?5o7 z%&^|1H%VN5#DY1~3taKqd23f{CEykaIkkjOTT9s-!Yde=XK0fDF~{fp;-70* z^Yn49`p8dU!uYS`Ty?&LLk|DzK$(#>Hvfe2y~kYj-z2_?)f?5h>YkTeJ6G}L?nnuZ zu}ZNr!d6bBSZm{!@`nC1aH&uNzgDD}enp6mnpnBw1@Xr}e>GZnX-#?`ZN@y^zT_&}uJtnNC^86#Vy`#WEks?-nLM^QE#4fw7@tr6 zmRL>}Q;OP>4-?eDm&ZmtI<&cb(21BF;TC2IDi?*T;M7z+#=K}MbK|r|kCxYxI>5#I zU>uPPSLBJ9Z}1f>uFn1>kDAd3F(4jUEbwad^xFG6i)ax=^B0gFQ{*y`s-A&QQ&a)`1 z3~#X%%ok;$eTK%(-#F>b)aBtX3B8h;$0E94Sou6IXydrDfM&m@Gc}Xd1lL>tl1>EP zuuRzMDD`aX$o@6k_#sPeVjGtiVA? zh>b$>0krCu1HY0nvE4)D$@!jT{R+6(vOpJDWSMa;?foQt97IMbm`7NB@}cGEDqL{e z6>WSD(s1L zVk#tWyeDLH*dlIqw){voiuUzeKvF5ZKPW}}0Go2NHqsS(<2iZw(lV_wX7sPaPT0hM z@kq6j%!qA8M{-@o$2OiprdssI*^9}x^^Y+_QQ#Y&MwU*+z))V zUPWf)E2DIAS2f9WRefon$$F4f4*H??bfJ+q-0WW7{Nz`~?P{VNqyd5GX`jBxDhH7_ zCG7bNm98WA3^$uY;`<(TR=vz&I-)HC>~uVvlpD;Ke*9%Y70J?MlnIXJS!uJqy~E8d z%=a5d0*Paj-x}7JZkca$9aUcvW(>C!bbkF^Rde+IB@`mga6ZQDI0bVPb%=cm`;D zn?G*o;NU=KuYkg*U!S%vN^MdvIzg&JP5Z8w_xuJHOW2{A=Pw)B{O$)vWN#lJ!MJhi zd0$1i6d7}Oy#@Xb|Eh7vWM{HL{18k0FxRmirJr;_HdmlxIkeS5Z+nNHFm`TDRS0{G z*A>HMqW9DH^BYEg)*eo_K?TrCdEbAq}1f zRLqVP^M><6-}zJcKQ{Wzt?lOqNkDPBv$aG(U70?opUB<$YZ?$fVH@VTJ8XfGuFTu?vI177Bl0Mqhj z=o_0VQf5;={A!PUY{)XUjzaC$@#Qq%6K<9$T)ry#v~`O30LAs;`Lg#P!6~ulYRQLyxlGE zQeO_TgVG$NaK*m9XlV^zm*!_b$@N+}Ax1v=42UuPLa+KJKldWc!Ak66Kp=Y^^(5DM z?!7z=qV2pL8pb07UyX_-U5No&$?nNBZ*hyS>U#`7z@a>@GPFLh-8dp}9HBcwEcZTl zF#L7t-|4eAm-ylE>vE>&d7#w`H+cwJIUwBXMOpj<5DtGEKI|>bKfY6B3Vlh-QOZB! z`s!dXe_$JEnn%sY*2ou{#mc36@e%We>ROg)1hhzV65V6UZScXN`r$aBOMiE2FMN|R zvQF>!5LzgRId1LVqZYsRL3sx$PF({xy*sI5zsF(uJEcQW5Mt_5ec~EW+$hgR<;uTj zgc{99$fa0>FivH2PjSPlGq+qdUbx;auxeHLZvXYMNVttodbr^^Xa}f?m z1W-yojAI&p5X{KvHvhxd?|SwZKz`xCirDxuV{@VYa}we@qtFH+nK5_taPgMV{4kl6 zfa%7hJGF9m5Yq_9hhAR}ox>>6sbzsaeWDS@a76$r?9t}Q&C3aPLhM^akbex)tV`{&QRhq}S!bsSn(!HlwNqUV+5 zqd=FRFHv`tUf=C3!3s!%i_P&KA+P6Su^-ThrWXWigCovg^B~4N@=43?RBv^$dSi$e zWw?b0a4{(U4yeV>#72L#mlqTJTsQ+H#J2p?mBc(vxqpVr1&F#^rU>+ToBmM)%coC9<93p*KZx z+659s@ICTJ=9om#oD+C%mpAursFX#)g%y)b!K-E5sVS2Loon}AuC>s*Xb{~#Ji*y& z8wIw6H8Dvqg#>u%FYaxZ{Otdw?HbXJWkV?Q^C*(sryrkrnHtyJ;i(Ygy6ILu{w~w5 z^^Ud3#Fb%VSnq8uB1%=tcWwF@C0sLw;pPn$E5M$*mZAT@4`~0-H>1|~P_tKV5>BT1 zrF+Vi%8kI=0SV=X&L&a*U4sMW_1$dyPa>0&W~VWpdU;loGUdOQIb~kj>p|6>CzplE zji-@pl^>U7wbk$+FNAsdpMKjH2w{2{toQCYe09WplK%YC+Xvm*>3SH(7jA+~Qe2J8 zg0d}F7POBF6A;CGMTp}K+U89{9D7+b z^9x+=$3U?Nrf3$_%bK&f{+VCmYV?y1lAAU)OG_ zQ5HL1>sVM>3B3SDfy>mRdPffx}bzp!&~kH*2BzlVvB z<+{O?Sf$us+2V3D*;nJUb%k4TiSnG$kHJDIE8Ee9m3#gRP6~gKB9oh0d?$Q6Gr;Sa z1!uk_j?lOdPQC2{*F#Y4x%hnJd-5L2mP1qY0>W-{pE0?-_BNAPMh{QXI$r!qEGNU^ zMP7WhPsKGUPK&RH%_Z>YIYq z^#;e5_1_dgWa^(-)kjP}&MUq1JejP2smihD$X=bpTKUr~0~9|`rqz(in?^k7jVtV- ziJQa99(0VxDD?X#Bbq&L&4F1?c>|rpGNSN?&Mq|x9VCYq(?^64U>SMEN{^T_Ezw1v z4%%^qY53*&jPeQZg9A#byr8-oVm5!~WujoGT^(#v@%!W**eT$YR>p1L^Yp#Om;YY0 zI)SG<_SdwTrq9i56?1NkWgF_MU8z|QE@O^K*c~d~e=AQ=u)@dF!lzq3L|(o4#cEr~mmt+OzlXwnRef?wum(vyACZ`ZI0TY`5fw@BjvVcIZ@@16?cITg-EIS?uz=ivuW^Zkrg!f#@BdcKuRtl=^WAZx?mmWK zzg?vN2t2q%haG|ItvRW>+OfxihxGbcJk~$lmD+#p=onXK8JK#IVBkA?g$q( zdaj)g(l8Y7?xC8E3Nxjq2w61*30orh{b-mSW*9@4Q%_E}NS`>I=>UxQW1UP{6#LM=}!%w@c>G>5ulvkTafjLA|} zPg-=r3A3}t_^n4HniOpTV}-5=fB*i}Y%0{$Q~Vudb)5bRU5<+c0@;}wgCHo;=5oD5 zCni>~yrzV&7_%+kSnr}<-9%0L5K=n)L0dqc+p_9Bf7LGE%@=p0UN0M;wff+u%ZMC_ zlrK|$>2?mr$%K=!G`#LBXekv$T_=kH1E(X6CgJ1hx9n~zZKJP+fik!9Gx~V=83;Pk z&L_!_j~)aW+2vdGJi7X1zaa6S~tB3uK&JhkGyk>t*Z~18qyxElD z-R0?(a$k}5mhrCmS>r^z(1IGS^y9~$86pR(+5Tds=+xZtRw*u(cbVEMU&8G~Y&%6j z{IRCXh?l)CL`^RVmTTod6s9?_&G#G{ci9u{RAfp^`D%t=Q%mRla>o*CP!( zMvKyl#Zr69DdCRKURTH;-$eM>WJx;U^Vxel>bq>{N^@C{eSt}u%Nr`+y6PveZ`zS zr2?5qNQaBLpEdnNhGLGH+^h=-vH}~SLtA?GsydmkD;6?z&+=bqzU-`v{Qr(Kdaxa1 z3ZDsCxhqV#LNP~8F(+Sg*2Qv(#?keAYb<1i8*HaSKcTN^+y&E_QCG~tEdLd~TDc*% zJ{&ITw!r|l8-c0F&N_{Rb@yL>ivlL|nZSI6Qz}6$`M)BbQd1QSPdH@d5A4su&GiCpQ6tLKJC1C+U4$R@e85%M$5vmm>dd$&`<83IhUp!<57H60Vn5NN0 zax>Pdg(Iu0sR>2~3|1|Sd7!5BtW(y49Va&t%>Cc6G2UCZ zO3ym*f})jR?8HO(yML;dVktF+LTn?(6mwX4Bxg&@n2w3UrVE|*@L5uR1s|1_IHjZS*fhha^1|PdV%^BmId1~rtLZJKU4gA3#B*( zdR3hS{lcX*f>;v_$P+{A4jdg3hv0COZ8Q@{4&g;p8p9_JM~;rvoUsRNR;@*`&>WQu z?DCHGw>o~}F3_R0iF+b{rfJRL?jlSard)Xlu39o(f6F=y`=%9|Th^glZsNp&h|(qu zjS`(Tba|z04T^BN(ZEGSIq{-no0d0}9OHjwmh7AUBEv#rM;*u&dCM$`^C>Ejxd^0l zNJ8PuR^Q+AdpQ>+V0D-|gjZko*oXxHJWu(ohs*7pc$cjwH%Kox2=K<$l*%W>#Wxu_ z`1$o)Ox733RJES$A37i_zz!x!PJr740$43F0e}R!v7Z)+_pRgx?HmAlxSrN>gKAo` zF{|ql04oDRTmxnR5i`K2$$;{NH>oaWSx+uPrum5vP8qkMGB!r9JZAdw3yrg;tP2(p zNQkS$0w}x6Dw@7viZ)^flevM15F15!t6_9vh?KW zYhhymp)ud1&h}tK>$|Fa)Z_X2NdSKK1^2*m%HjeY2KokEG4^*d}`nl72qGstI5vgWK?%AmwwSE-bjru`!ga|KsR? zOiH4_0t`h^j#b2LT0LVJmSzFi!Bkj!`gLO!3)*AJfH0v3!0Z(qFX3Q~3T!H|0s{19 zZ>nSVVH~jhzhsR9HD%FaXqU=6{14($$HsF}C9`RKewY~sm(NQJC3cEAn9}hmy*sFh zsV$h7u9d&T>leO0QeKq)Hee$;E=9}=5Ei#747CFvOe|OF$kHIDU?9jLh`)PHi~xXP z5hd^%!lhKkg*F1frGNM!F*d2OD7!sR_@#hdW;uF;su)$9_nqV?#+niD#6bI_G@PB6 zX1iU*B645F8RjjJL-!?jZwWkq#eO5-_4e1f?hw(J1%li%3OB%`oTxwp!W6fdsSVu> zlrOPaV3wTDV$5P@bqCJt4Kg_!6&D?U2tXTypZn>66+l&(0F;Y}YIYEaFNsT?26@uU z(NFC;%nFgIjm%VN$qoyGwQ-?Up*C_5_M#Yig~rO5<^>pK_3^-1MdTS0R=|p}+#szC zKHPc(02~Pb*RTLqU~#jQqu=@#Vd=e#2NFiE0eyrk+qAuUR)Vwv%}~0jKOiS z2s@^S!l~pZe*WGgAQR|{6fP5jR$JfWio{P~$~<5SnxK0rC!riuH8uH#x-q3#CToy+ z)l%iz!^Ff==EFceP|H)=c2o2__@B2hFGCWCxKiIcAi4{{hk@B6i@|rXfgYO;n#u-! zui~UqPtVu~rl^kVcF6hAfqZ7^A(2RTvO%N*%QXOmapI7RU82Y zHQ&rsd;LM?IH@`rvuT>Qj9K1tQa;ntr$jpX2&oOpKtVIbRO<{rE!D$xT_(^2Lmz}i zB_}?TFZ&ms%IWZ|GVN?w);mD{*T=uom@3AEtYZOC@CRu%)kVyoy0Wgvu8^HI*2hs6wSjBJ0- zP}{dt%udN@M=>~!wgBJn=5HQ1W_9T|Ar+#$p&ZwbC;efF1E~L~`XW<|7&xdhZTw~0 zcRdbVycpApyy?7Yup<5v{G+VW)p_i$2It!xaD;(}4~e=o(7T+*+0A~fgSDbTCs$aA zUYV}%-ci`}oBduvO0^`9M+lEYZZQwM;wPF7cNp%Bon-1hg2LnlYS&#DlVas z9Hk4{@IKF;77LFz^L~vRxCpt#!Fe1{CIunTt4@q7{Sf3m!((Mx?uVc8S z-f{(eI8<669x0ceIES0Wg@qi0P0`ol$_5pwtG-V)5oV2_;90uG4 z5lO^x&|d023tw2DIy=c(Hv)M)o$qtH&mx_-DA)35BMYt-3mgD{c>9HocLYk<8WoPz z6*bJy);=4HaA@)==x^#lAMBGfq=qNeDjeF35Y8LI#U=FU1sjeEqadCftG;i4aDRn> z`a#ITgQ!wnpUh&j#FGiTC&^9ZMyi$jM!6FGX13DW{djLQwwc@53SImjd9)w;OTo7N7V#abhQUCMKxV;?!8rge5ZBl(6h_%N?$ySwf;> zh-#EK-?ac#5um#>IPON(AGhH<;24#ovtzD@H`}BJsKrYE{ea`gL?oEce}U%vAw>>3 zdSHQ?G!@r?)(lb3_X#6=;SaESh%|_88JQxB{$H&BCAp`BW0d6tK6Q?oR=C>Di7c*( zN+@cW_kJsN9E*N(`q#|8w%c@+<$|C;ydGNYRRk_S=u7+YIjB+4KNRVy?v=P2IS`tC zit2M%?NRw+rm8Z-f>1~}go!%KT!!8N$U@4uGS&^x)hGRg${J+{Q`*<&UI$+xv0ZLQ4jtE#!Ai4j%pryNhD zNVH))$LcASWK1H{mR^h$81N7pq(&T`xFhfPKZZlG;+JU$JbOh{9mm$CeqHT%l?O5D zj{5cwzW>aaNE|W?Q>NC@fb|7f?qsHM& zhB#`U0>Aa5){^eNV&Gg1s-IvLz0auI&Dh9G?ep=$>x|s%OkBqY2~M76fmgOWEwchn zqSXEYeda95f!|lJ6T1>rE|gs2*PYiQ=IgeHSWnA%*bWTTNBwr`uN;=)%WNr>Txh{R zPwV2$)wkX6;}oaEK$b7bTdtD~lp~hd!dPQAQeFQ3*a7+$V(AzWMZFPWaiJEq`1r&` zEwTuY7XmtSn9+VuLmu(gsQ%)dCBNl7-{%tO7AOUMpCIF^CH`kla3Y??Vn3g@$HwBX zmU1R@iY&oF*k?}QXb|#4*rA$HG`lriE1$4-0_VNH1bR&n{86Hno~v{tw}Z>zR_tWh z5Rzicve~(ZEb^LB$;he1A9cAx*V+gs?9xc}^8nwTI*IM#~ht ze)3bj6&F>^<#qRKhyNCk4!i#$-sFKoR0a&M-ujG!??>#3IT&0%yhGo8uuD?NMU#A{^Dt={#7XBn& z=|^h%fYI$?kgH$@*TC0b$pv(`bzzzBPp9LfH$3<|92hRziLG*h1FcYu9_eov#Dxecdsa(wx)B0&tLe8e25^2#EXzIGV?*bI9wwAN&Ke_{N;XC!( z_jm6}sg;vQko%^f`l~a7C$@jiGI@TxLLunH{IDgk?s&yNc>bp=N7}b9nS)1lKqR?4 z>Cc=%34za7FJ2EXqPtktPd}@Yv*kY&WJvE3(B+64ZXA z)(anESnB(xXsH!4J~Y(uPVPQ6o00Bgx(>nNk%}G`5xA10z0a>OGev8T{DSSqWLohf zy4BL;crzC9{bd40*))J;*@}7Ko%KmaPC!)g;jc?Ot-(!KsM5ajKLUKLWwh|&)4XFGL@*csaMmAbK!AMt zK%U53km{{GQbk{X4;+#G&1M-UnX}iKbC6oWoBkCsg$H4miLs0wL-5ChBivxBzT02j zqm#V$eO_uVRureXWMNF1Ec9YrSj9p7aL0s935vBmoVdwG534>WuB1c;o3h zR`yRE3Ix_5$`~s|(LabUMnf?h(b)&nmU^~ugS*1dMdb39^6=_T+_<`!mFyJMfBPLG zCEN>_fweIDm{b{1;F$vop#C4!s5B{+NwRQ;-HZ78b@+SrOBJj-SFXP5SmjU9>P>r* zCVWg+;T_jVH{6kmW*?7+IBv$`N>?UnNly+=#uGcm-+V#MMs$vwjAJelH8%VCPf~xz zgViAvgIKOs5q40{fu(PE7F8pR?Mg%dac zvP6=SZ!ab-6C}?SLU-^W;jd2px#+GN|MUHrVHEY$Np&d2qU+2a+DPC>>XG9Z)lZ7$ zYRf)y_EuRQ&pPu7I1O6)%jL*5(9~Dh-pCz+GL`T)d^)MjQ+zxl-14gnp(mG#Y;#zK zG0?ekQlNJWyU&uz3?1;E9J!iiDx*co#wa&JWB+=@)3b{pENj!<6!X} z_(=Aa%itcOXu&-}bvY*@Z#5HH_g)4taW&Md>M~#XR7){(Kr3jG=Degbc-#|CyxnvE z;fF+}HLp|sQrG%Udm<$fh~%>?W2?zJ$TdS(!^b^f)CNmTU|oajj%udSvYK!nw4MKcY4x@suyX3b1k5=XXVx5-vm8*bmy#Mt&|*XAzPZT@{~rue__96@J)j-e{lA<~)ReqZhw zOrIrlYw&$e2FR*EJ}=*|z=YI4J_`k$?CqB(N&Hix_Pd`|=<2?kSv;FnsC_EMW$oq3!@?isQ9SRl%w)uovgfPpR6&+328~*%9ic(jvKAT@}PaI^AfXwv7GP$@n(39G;uDS7Hs0xXkuj-s9{uU zN6;_duW>;k{cls7U6MJyL1H|Uj(ci2G%;WlF3>wES0liGK85kuPXsu|JJwkh%n^5>$jMp&ux5>+5X$Ga$WVre~xJaT&z ze|`jR@spgV_4GzyjpYbZN+i7AFeU#Z&FuI%+gGR-a<`u{&X7qHZm7L)N zl6hjDxwera_v`w;Dy@)mqg!qB9aDhLaAe~*v#9os;=N?*AB zUJif1R556t%#~5MSVMp~Pw1YzEa*6r$q}GbGX=y!q;D^C%(&@wkA%%uD?A zo#T7A{)mmQ=ny%oGNIEAbPelaMCn=uRSGHNukxld#&Ys9NGU`CBr(r1&0JY>kjOYl zYGm5OnudCiLNBq50Uf26HS|H}2jC9yN*;z1Cj#JOmG;-nB6QYmMBZC2bK z-VH4~SB(w$?id#W&tH3@J3aBdi2rw~E3Pa`05TovmuS`o-D>wm?^63lGN_z9X$29;Sw*@wZn-g>a2iV@2a{qa$dE#8SqFh&zQV{kF)t#(f9!wC}xw z<~O3fw-6^>mKmEQjSbnPU^8r%5bsk5oNbm~*ed8!aSi=X)o~fz5WbPXL}xG+3e&!Vo9&l(ZT^-En;DUi$Qw9UmhYmZ zDMVDsM7JP==ByPL@noV_8g^JH{x^9d6Kg1TmSYv;#?&$61yaY^VE-5xx~mn4h&y{p zGy?@k3ufzD844FXc(vHKG+m%NDPLq-88j+d_Z@3?>^^X8p@z9pE(FkgjTP5k^~G14Gh^O&FVjftw@+Fk z8BJhB3=MTjkNkJc5ZqvQ-aGyMZ7zwxjOzx%Ve^4HjhwhCZq7(^lF0+pKMb<{_QeUC zuyh_kR6Y9NUg6bamLk}ZELh*|uNfG&d9Hxq+IRfBjd>0keI^3Pv{`03b?ZB7^q-~R z)U&*IFByg~k|ot!e1CS!U@|=(J(}nGG+M`IU`P5wUVO3*A1MSZz%CV(; zhj}2y&M>q7mrb&Cm{JSuI$*Z<2YT2eKF9KOGHQi>-WDoxE5KlEn^8>J&P=>V-A6fz z<#kR|g*9SPhj^z=di}3-nWaHpmIOfEPu626lu&_nD;iK_BX}ux?&6^CkJ2a8sTfdr zR(T+x?mLvSVu2+SW#NR!VUF=!t&HZ)p(@cRWO;vBILu4rI`WbHgQhMYemJ>bfiHRT zzU~M+2xXIKme78YDf@q#s&K;6ox6&&>G3X;Cn$KMDHFo^FdHBk@Xy}rjDS!IS~E|2 zyipK@bs2caO$KYn{SP)Bj373%zU-CMGTh(F);|#GHJ76S%7+>n=;8_5Loj~n@t7oK zaA@*2!VtXv2dk77hG!6!@eZC3##Ayw@nU(>MjkKX`2JS}uLxnrT8@kd^MrBXd?#;p zM@s-|noy^({abE{0{;<#NsHk&h)j#en+-o%GBLSU$l{n+7dc;vUUOFn!V1a~E{CUa1RLHpx3wbEaCbF|)*T*`-V!pdd; zLqQWtAqA%=Tn9C^(KV{%4^!s-UYq;nutw~=xm&@JWW)!Hl7WjlGUu=!-NPFRhuFXN zvjq4CzXx^}p0RVR-m>|J(ssm=)VO0-9R;X=G?FA!g*KABVxLjmsKuyex4&pRLk|0A7dKzpUPV=n&=p z^VcPM;qKUx#qQhY1|}cb5XmeP(@XP=bJ)=V5Y+ptRU>R-P@uZFwAslh6^sCScv(e` zGOjX4X|K?JL&=DJdH_8!Q#>kwUO`qdkzkn3%0xjHWtlacR1l;I2Y`rQMDvoy&}uGO zi+42FM1TIw6y@-pIqDs%4Sen!)u8Z+B-(p*-<&w#5za|RN&IOmxJ_(=;lY~bms-lA zeiB^T+m61|%`R$nU6QdBH!45Je*NbLtUFFfu&T7g>U`2kNsPCm<+v4ekN9XAEX25h z@maGe#v4qL(66`jGZ<4M?>kop9Sq~+fYCXb5Hbw?%|Nz@-O^8AIXYdED)vd#2!F>& z6i}224(+#9;$LEo{rnyo^TRR7*a;i&6u_{{>!alL_@Cj2CmOy^_EC71k>RnCigNMF z*4rdoDDlF>pP=#c7SKPbWK^4gVU18V*^HD)QpaN7fAly|8wNE#^I6$3g&YU<7GRE% z3H}5wtoRLd$hIJ4E7dte0C+DxR3alX`!hjMIa;}bY?GxyBr6QBtH9l9X*HQCuw|ka~XWK@7C`( zq+#Y@&JD+ylz{A5ava(%V3Mdt`0Thar@q6Ka&jCF&vG30bw@%pavUzW9g9n|-usN9 z&i>D5V}V)OD*PM=E8d?&EIS%zmh#O!GQ%YD4M}0e5(1|8KJL!_F2@T(j zsu9Lss0e6BogO-Xl#9W~ueN!CY2x*TLT%s;c6ihV-F=;l*5Bg-4!s-8WQ)#4w&rWxo5lIGK|ph0~2*#?$tOp(?$|#(7k; z5!U`fy}a6c1TkFeqL+cn^Q5_8k}B(ii)`LxMm4?oZJ302)+T7T+?t@8raSxW$wlqd zSuH_HiIG|6)01-l|hH)Oad|O(E z!ICZeU&nBW+^<@5M-V_@d}C{=ln&(V85D%YI-}U(-7NA3CO6? zv!>xo%i?mw>V6>(OrmH^lhKFtG*QP{6}L&&*t%#(6~Yh1uuqiwU&HH1hlHm~8Rv0{ z*u~|;9AoR)tOJsk;nxuV8t%6shlB;{)WxiNsKkk}buc^3aQdR*!*a{8l@*afjFF-< z8|&IWwVpFuh*j9T!It40{y{e3!zyFzr}jm|e?o(7PkVD@RT2%x*7u{q(rX{(#^%V0bGXPUi1qX zf;G+LjgSCFA}dvIgleb=JUQ}Z+4_d61?T+v=LkOdsupbA3Y}5_5T)`X@F|PCr50ki zKyUZsR?W?DfUQ)k;Her%l>*6;KewCVYQaD*hQc@i(c2$a*j{izMh7=pDP4E-B6{v? zz`Di1z&5D65OqybGR3$8Aj4214EbXRb*fEj(%&rMShe7udZEhD{iPiWy4+Wvb)WL3QUwOfym^3X-;QGXysLCfktZ*2NkLPyP}k|WTOQN8V;uuHoatItpo|<`89{7 zl&ho&SlK-ufqVA7@PhIZ8d2Sz$=|fUP?zE}9T`$Ug@487mFRIEIUtnIDo)NQF1E&v z?ou641lxEPhNI@u#l3W{5Rmyk)Upm{g%gyR-}i3D|l5$lIql>NSXa zIn#FLk$c!Cd?hzr*MNk%9j0qe&cM<~jwv*>yMx#+#-t}_h+thf26bTejw%O z8z-`L4N@DAEn{1cA5ov8&E+4e*$)3Gk8k#}kwi0vF*~212Wozr{>X5^1iv!916K~L z*TjZUP^P4n=q#`KhxYWmjaTdxXN~G)>fTuDFy77w^R?DR3_su(H3ZoTSOdqY&VX7VVvk7BjaBZG)=nt2w8fjLbo>rOqx!)aIkcW6zy2 zlHW*y`=mkBdO<0+L5EBT(nzQgs_C{t9Le@+k)kCUVEcNuA@;s^J)vv^pz2f1h00!@ zIK3dEnm6w1?^b%)*OZbJT62}+fqDA(snQu*Ad>~;E-D=4XzgoQ@}_05>i@&mHvm@_ zG;MEmW81d98#~$9=8bLJ$qhHzcw^hPZ5x|xZ2Qmq`>Xn@&Z$$?Q#I%_GyQb;On2>S z9)t10Nh(b~dAzLbn8bZvqDaO|mtulaQuYIqL2c=yd2Okn4h-8AMo_c>qp6}~1=I%9 zyRX~Ou;tEpn_;*Wgt(g0;!0d2> ziHB;d?@9P+*8e1bM^+ch)?J3Pjdo&>Q3&#yCJ0K5Q4|--I&sn@{t-*t7f>84xCl|E zGS>e34k%K!MzBTR8|!_QP>fML5(lx3F6YSJ5JQ?OKMK$$*5)fxX$hy9Y{Q!>cO3-h z%XZ=C%idfDe?@vzrrPN#SHxDL`UOa)Gz&~-8-*JysM3Zgzvxt<^5Zn!%T^p4_=GTZ zLZeAMmgyJ24pgDK&S+7TfxXyUJz~njcE4^D+!!3x;*c zSyE(h5U%Zkl{dnka*kWbnLGTux(Ase#ayKspKI9Ol3_aH)G1v{QV;6WGNT*}3X!Po z=~r1XKHkA-DwQddH!6O?a0^nwq4yy@Hv6hm-vzFJO}q*8J+!tX2%9(b8i2@J-73mj zy?g1x;Pc~8HxNO5#nJIYyTOkUhcrA-BT+gKzZ9cIq_7836;AhsrVJxQcrV!F*yUUJ zHX@Rt#?zjQX%hG!oKM;MgL0gE0lome-KcpcoHUP;iwhFfW<6K%c8{jk1nIzW-JgX$ z04sFL8-0flNIEE{GK?L~0O>&JL<}`Jmi-r(tX9KZuB5nh-o#@005D`#xDCa^9`Pjb z3?z_;K@QiJdPPZr@(x@Q_!(-ha)1n_BCSKHwD3$oPNLUlUO2CNj`Fv}?>4xEh59}8 zF62qz8YLJlU+o^L?_dHmaI{J&L;vqsl2qYpzH&m8V(k1m`#B%sT3EXco)lDr+&(`- zy5gvPW!d2#Mh8_@pp243D%Fc7UUNUH(2MP({f>wMS{F|WqLBN(I})>SW!qL5PiDo_ zQK)#TB*+_f+}>f22NxAb;ldsyB&=LzLu^Rro-otlm>}vZ+V89U zEkzzVmk{gZik~QxJZ^GeU%3dFT8dQdC37e26EfxK$n z%&s9b)H&_7geT}NfnEXlN9dX@g^<1!Omuc73OOA@ywc=l3*p$9*mtl(m=Mf#SmVt7 zPxoOh%5c8m8b|0Y1quOfeDTHo6!z@4SC2Cp4oD5@`}Ref1@z%tf1~S{F57Vg=Imx4 zS(voPGrVbl>3s}*_^F|SE|UWQ;0Yym{w8npn{8AS5tH=%C+-J=kK{gMf5TDx`8F(B zZQ91Zp72;u9HVeHmdTdwmo32m$k<{@Pb&A9JE>gQ0M>#kAH<>s2l*5r*)%fMR13TX z4#i6~M8S#ylV9K#{U{UA@+Neojq%$g?LS`p+mU86JR01NUjiq)YOuO+9Lgp3I*g*hxEHr-Y z#Y)OiFztB43_=ZI&{4w@AbKiB$u1@0+vAGq$GhanLE8+h%BP#YE`PMP?o^*US}|ZaZTsZNL#?g zGuL%ne7PL=t$IzenEawTDwN|01_p|gVwjv0n7Hv=z>V&ImnU4fxzOP5-Tym3-$7+675IPbRDEjrrnRj z+Hz74A8;)%jHM;v!zFoAagKbM4<%iW;ZSl$Saee+yK`}6khx`Y@HFu0u%VO9%x0#? zi6N$+gZQbV7-gLS*=GxCfTY~G*v5*9VwDz8z#avbcl2iDfIo?`BhLfQ!Be4h^nhRd zYW%Ps>I?&TOEvpwYdpX#2-VV2Y^cwtAa7c1^`qpc3%26jS4qOt!MPsBStYNkpgHY+ z%3*6SUis4j?e|XQ9B6=3w5LmY5euBtjtJ({b;%#>Fi9@?=7jMp6F{7S;YzS7gjF3m zY=k-74RpN)9hUqSfzxN$WRH#g2to@!?%FDQ!s=EU3)Jw$Nou;zq&wRZ8JoIQLF7h2 zh4`MUy^tC034lEOw@A+4LGUT$2>YzT&6FiR)INuI+BW#nX@s&%M#vAG%h38v{2;W= z07q4uyYB-VGEQV!)B#A^NGwrywq#@FDzZ=$@qaw&&Zn}Ci(14n=Y6US?X?yiZR8v{ zqr}9sp@!EZlz7Hj;C`$a0aL`$nWM}+v^WM$QG+0zYX^4i%PEtc^-~@DIBz~0BH}U* z$z4R*clRQ)C3%g5O^AeNy#I=D3_?|jWj9Xb8BVHx*8HT^wD{%{vMtg<;k1Inb% zVd3;qkHCj_LYL#XIHs%pc>ulVwBxrY3fJ3Z;FzthRg4I1^OS*=EqZQl_@KaZ;Yfs2 zNZ(|YE~A?g%Mn^90;-;{@9vmN+HQ9}8k5s*0Tyd2eh|up!(S_J@JnRe2IwGj7g6#> zNYt=Jz=vGT=3h1|i@Fbe0SIsudoE{-5yLS`Qo}3J7}WicnXh{*AI~5fbx_X?W%8m) zW5zv_FJs@*HxBH3c6l&e&7ugKB`p^3DYj@%`sf`wT@<rWA|->2vfX1;xFRR%;t z|ET4HwX!*477tT}tLANk(~8%JmXkxXvBL=wgunGhUAfVEu?8&tF$VBMQi{}m1RsW* zh8gJO``NnQoqU~&s$jS2_rJRoz*L1ykBHGDY(y`EceO(-#~0BMSDe8=O{QDaBor~K zf`RkKlBp=uGGMCETCx5lNW$gtGhW#2EpP6RQZqOe6tpt`wpApu{rP)tiav!FJ-49r z0zw%~c+)Q81WRbSRFT7|&+TKJt;7E3*qoi)$&*87jl&Va(rxW>ztikId#HOW{W96`WYaOcL9anhg|qvXMW|-wTZP?d zIXV!vY;jB-L62vN`JN!=HU!km{u@r)H)%BeeM@ESsAR3!o86?|Fs5KRo-1dbD_O#o z9Eg;oo_g1vo0nF)m6GvRDQGs2&Mlz?1aGs$;`AVuAvoT@XF2RF*wr?Ih7r-%!tBc$ zU{f!$@)mCuyQ`dqIiLQECHP5Q;yiaCC{~V_ta_%mtxR|qd%O1*B;Qw6LY_^zu8hxrIp9DH9!g*^R|ClSkG+IC*~NxO>n+%7oY}#3($=jIX0GA ze^TJ|0-x+UZB4i+W${z-Rl?%;dk(na9|H^3(KI82egbdCD`fs8y%E;${1OAR0JOUl z8C?x?y?IUnigAp_M3#i(oixdwB6X)1#p6EVXGnWOAOLyr?q>jC*z?9j9>xG2CSOAR z`W5^!R6S$?`vJL8btvvmCj@0%1REC`FN)V+v=%k? zS2UEPmWeTj#`IM9$D#Vb!Pg-pRRYJ|Ee|HAJv+h@JfDR@$km;H7KsqGX zegi{2a|oW!1b`~15f1duH|DFG#fZ8+XJ{187*gKJn3@>fMp*Xr{0B@{8a^f~B+}vv zsg47EKbVD&KsNb%Hja)^SPEztj>KRV3I=n)}bJqfm^D zSH25|`)D9Ph4nCZQi=e!Kj3m_VF-7g6){Qd`^JUp-T>*v$K-CA zs@-qobl-nxI?3`bYLog>u&c{Z^YG%pk;axz0~Oro?T3$XaRmPfEw`(xsQy8R`8yi( zx3CSpZg5JX?&7t<--bodIV#3y(}%6u82cvTEE*;}CdR-Fwjb+g_Zk9`xaZf|-c4N> zY_|FkHX=>dx4%8Q?o8S+W1$m!r84oTX0IB{n3aD!OhxFNXVISbt_jy{nu^`0yacG2L~-(A#CXD@ zkN))2(oB9bF5sPv8;;5g6a12{?IqpGcT@3rYS+M8-|7eM8OuQ(l1p&P?mBR?{rjN_|D7}J>&zg0RMSj&ePqxeu37&I#ZK&4;4+XK z`#iKTs)xrJ)1jJKE93U*Y2F_Ht^2AeyUX^;y^4jcBQd~M0lG)Y`3QesIYVx?dA-jM z7x4v(G6ldMPw@DuF-w8m@Hx>fz1ZBc*%7bxRzBHdR8x~yfNsPRm2Qc}fD+o7KEgsT z$}@s>EE>kaX-`Jh-srkgG9olOy>Ag;f!)lp zLFbTCvc^56r@TQ`WoKEsh(doiSREG<3T_>p_Hip$Y_^oT1VA&=8YpUx?3CG$gIFcv zi(4I;9<37Iwq8-v^0KS4&D?4xRLvw#B)(LS5Tp6w3~Ibxbs&SP^q z%PDFKiDwS<4Ru|EVJ$hb!PQ%1aN)WcC&0;M1@v{`h1w$OG&yl%HPzjHz?XC4d&>{m zRH$j5)?xutJp4_d*q>0|rnm1Lbt^w6=*+IfDgDhbEAIJQrHqz8xeRcpIOaR7%?oYLTln zk5Cx@#XIvvbjtu_q$}3y9Qfe-S2bDf#e)d_)CQIFqEiYk??0s{Q?P6^e%~}Ils+R_ z)+8^hR-g_4gYCoT!MHpmkw-UvO@49H7)HYFcNG?4TmF3U0Vd(dR904z941|+$UXVR zR}UlHm?G*UQ*%{!o8;1bWD!~g6RFn5JkqLxZz6D@&}7Sa4iPJDmv0mU&mYS)FLOYR z0%bs8&~M^3RK$f5Gfso$5|C?b$w~nL-@DeVRcE-+$-8*bN7UYO?KQT@53fQY7}2r@ z6;XZG(4})cJQB0Rq<<_VgEPTunRY$~zmEz|qK{y>(tI{Bs)y)?- z{Sdh-dL=klLI4>{hK%l(C&j&OoSNML{3XMDJR6Z3QoQf2Q8=SmF#zxAhzxm*`4 zB3EUv_Qm3Y)_;ECe{Iw^{l&7z4sofvH;i+|qqt})-3J}dMmxCiO-jZ5|5dbT_`j$d z#iiMR(JfE|EyJk{{_6<*pnC*sy2m?t#L0Z1al2}T>*bVj$MwTT-tpY2+S!c2f#KA{4c&}iy9R;eK6MAzkSy2mhxMI>iqKA?@PBo+ z6B<$pK_-DM{Re$>xkOI|30?y~0tyIQd4u^*+HSIK=H z7s8sJk51bah35dU843^RTA<7%NOC}QEVzVZ?i9OIIYp+qPVw#8PoC*c`?Ca>EPmA@ zxvO4oH{60QJNT+M2A=7aKzyr{5bp(Q*i3m3wi#H3A(uY!?3D%TrUhy&Vhms9O42L} z#IHO~1L&8M$b4JWfkaQFv(&>y&`3NBK;NzcE$V8krgF(4V=H4{iL7O-8{jP)60WOF++eof!|kLkZO75$aHnimK%rw*kpNRJdC2tf6gugzWn zz8-r!m}vd;gt*MEw7e!g#%wL%B$q=A8;})U3p9*|`$*P7Yv@lxZ`dV#80qpEg2-+g zub_={X+Rc!38e5286$x~$ALy#BuMv> z+5*46Cl%rSZDrycCx~Ob=aX4qv&5W4n2>Y%Hw%Si`eJsrXl|CEAD2wvloX*vr|hff zClp~;Kxl4gk^3qdF{S7^1uQL}OfMVlv# zdsvv(=SsD+I%+o7DIhf-wTfz;K|pskaMQhHWoTWs;x7{>Zw0OKlbzhUoklIKTr2z6 z#<={*@jh2=BS3{@26SpMI!l_=`HD}r{X=~}`pzk;eso6iSNwVnks zR=Mu-<8pkp3YFl-jRK$^_i&9*&c-tvPeH%k34hctu+5^l?0E9#_j`V7eQ<;Nnq_$r zqecweqQ1V^yb%XJ?n2i5AvsGL2HT08y`gCInHFvK*0&edseQWpKi1RVNe3T0-J%Dx zBedpSE9%1@stw9d%kp}QI5bZiK!_g_gI;F96@s6%aCcjqe~WM9fY={_GtcL7=Ra0m z{5G0?_#f5sQ)f&GqCRY)W^OOB7Hv)0sn$+0VdA&_9Mo=8t8gm*T5)B- za4yTSr>dgpS2de|&~!^5zH$O`-mkpF9D5LQt&b%u4Ml|eOI7Lo)j$a363t6w&Sx)G z8)bGPbmY>NrmxLvw!!$x2+=M4pWft?+oy+YzFRKvZ~ArW%zo5f$S9c|Ccd{Ud$MS{ zllQQdeRoRVgADi9WIAnw=%9qVHE0vRUs@su8u?UlbC#A4?Ij-qyD#>0fGk9AqlPs; zU9bZt#Zvw3$<|<--pxnK6;L{{Rzh?9dL+MDbQ!#-_vDK(4!j;p=>8Fu91)yXHu6!v zPZl1mYL;)SjUPMLldq9uFA7r+$e)~PaZg28BaN0?&NKN*W-Guf?F#|Fy-R{`G#}Y}1dw zuJxbaWWoDd+{3A%s+aK>y!!)VZAMNPca6k%*ZDr|22BMz9qK$0X)&#qxR?0a&l)uH zWAlLr@^ZLeVsBfmc2wuF>~w3`*+945WU_F!{ef;x)|+ER0P*1upnN2C=d6pw7y@}h zxzoA-L{6aMIB@vU3ewlx8t&ymvDUTWIMnRFW{R7Nks+)?lw~VbtWyCVA4Pk zN9uH$cysLKVo8n_;OPe@zQ5?8*_Lwcn9*d8LAyex&9-7~(QTivl^J0?%r&> z@cTO77jF|wu9dq)b3Bobt3gdArTA-B6w@sU<^heKk-=HX$zKy!iills* zvJ{Pwr)LbXw5vk7XoJlorf3Aq-S)?=4yaw9_i(BbKG?~p;K94K1BKAPDMEjyK-x5l zbiO=*+tv7a3p1paFVxX3m#nyCfNVR22iLmGfr;FMHFSWUNpk}1ZsVe4lafyQ?^M=KCyFZ&2^KP27hlg%jE~C-=Lt9)wBMLlnYt|{<#fA{yr0z*_d1^u1=(AQBxvoZKfIFOh}Cw`CjZ6^3D zq|W(Ri(XGq9P2t~22Sbi* zr?MPl$l5@NTluv43WF~%!<-FFMX1dD#cppQ zpvE)B+N?=Bu4i^ke4+)zbyb^^Jle;2&?H}RFOgd92S43XlfqyVV!7twZF*D8mpW0b zYGWcc$U~)OAs( z{1Nfjuk5XwH{`acK|*vZ2eiut+a|CY@o1zavlvl5f}-yYnhY|DHA+^RurN9 z3;Q)LHBQ_wInmTxwN&hiL9Y7U2L1okYP+5uPa={+B<%boNo!7K8+I?=@wh5M_gm$_ z@bT$#YomigyN%Xg96&Sj4GFEXP-`N|Sux?h`mrNOWO=XMW$I?rRd=6VZAj;{iE zp6&!K$@%`42U7cxyX`D~u%@xa#P^bAFD6p1Jw8;c@Rl8H<2c9h)0*V|2r^?Jo{2ul zPp|FJWi-BF!#rKD#NB>RzpoP?9P%sCVoq=Rg5XsGa@`Fj&k~Yf`kKO*Br_;o*$0y| zuv}7KE>HhaPMtJ$BO-KK!-XuG;ga#S&6bx4=O5NqvmASWp{q<%5Q4w&|=5qE`4sYG+S&i zqd>McGx-#rEUU0sb3DDp(=nE7P50q%E?rrI=42PGmyx$pm)s_&<0@ON9d6@fcWO7I z#$7mjn6^-#Ejr}f4+c$I$b)ddZt(DO^14-nf+nfN0LgUg(w|aj8wlSzDmu$317e$@nzq={f3Td%B*j zbjl^`FLki z_5M06U!6H}>x(^U<| zXZ+Df&RBdgHC}4{ChI;|f$sGaqYi;DL1L>BpEdxe|H&u@MZIiP8)E<&f-o0ySO|F5 zA!+A#gU!ybpqJRs0+c(9dGnb6Meo)?gv(WB(dt6V{!aag6AZ}RmVhCHoZ1aVejmyk zRJXRX__TfwfJ8)S7XBjm)QC_)?BFc13x)W-|HTZ>zS!+ z;gdTG+zQj|I+YIP7)eZRMe%_Ik3*sOhvN|=OO+6c@g2TVqi&(>kK7GKRACo57fO%f zz>N3~p=v_z?L)3KPWZ2+H}kF@0&_}kG2WKeSjs83oOCEq8|1w{465JLAI?y|@D=!< zc7A@OfJp8Pcoec3U4xQCfS6jn`dm0c^iA;AX>S>6H$WE62}OGT8II#Tu}CSkA0e5s z_C?uNJv$jIyUJm~2fA!E!be5i;)*Vl+vCXaN^7M;b(k4P?H$H0jUl24C zG^yivFxKE}XbXM{Pdk1wU#;%s6hgb2{l3NyKI1CHx1yI*)-~x?T_O~v$gzW)8pLF7 zr0FViB*B}G*@+nV9%pkqe!uF0ant&Nj>bM@`mT8+14vfdo#OhYqbql#1SU-b*(!Yl zmehX1frRp?(R-Hp9;K$qgwvMR^dDE}3FAVItQ8n)C=ddA0qjOdw{NsNjR8ZDVo(7y zn1dMRhleBqxxyiS$pfNqfm+Z%> zz;5Vk2=r@6eN8;V1FSiz#Z{lcuLCMb!~tLMAotWsD41ZYD&_?xITj*(U$~$gmPFI# z-yng0i*|_`@f|Df42@mT-Lfz@&zn>pu7+Bx4X0>`q$bL6-`rcBg*H1 zKvJ(|rcN_fk2|`xWs~8T+OQ2yN7t-3=c`;5HX5@O?MYOS2UzY5>=JZB#>Woo zx*5nY#3YzH`O1LoylOV(0Q~um^+MWw$;4{C{}@_8MH@(nOU1or7lJum<-J}nYBo~A zNt~BW);DS#&qEx~5*I490+a2D={`D~{}BeGtX(>TVQv;fUskG^N6VK3I!x=%FNKFw zbG;K!Rwd-KZky{6g3I&#^rI3C{__-CRYWov z(Yi(nkt?^ih%=SMU%z!PKm_ewIk>Z`m&!yo0@&18wql11k8oA>tLA~L(XVp3bY-QH zj?3>IECy{OF#UZ?tz>R(YKa*E)bT82dvF0S$~YFN!@=49lO42Ot{1gFa6}y<)6rhA zHG=xE4y}521FdGGn|Miu_z(^777xB3*VNZ+uo`2uzTvNW-s0w5p$dE^s|(KSrsnvT zKo$Y%-m=?$3Y#*6-8UJE3*QfeJ`ol!b(oR}=l-t|qD)!4r0#JAcX32vDnf4Imo<_^ za^AErlJ5eA==);1AiibG+=KVKaMEF|(jc9qO;#`T*yWs{1yvUhgY%iL>iKxsn1A>O z!rkl-_&|+M1n2L87uf{75UtPl%);x0{6ps z)#W9|H?-9=jK*;=hvb3dW6)Fr->Y|%#(vUNEG^h0>$v%(yP=zBrY5;pd?{LeMRdcO zICdhuf`r>e;80Z-w?4{aj(qp*)}9XC7q&`*xyja<1DQrt3}-aFq9|CA?wy`9JIVgt zguL=dn@?^Fh~!_i4l-r z1^{s#9u@m^{I|=A;1xS!PC+v^_FMmqe_wb-%5np259XA_}T7c;h5z=PW|x&YL0rr>RhPUD+l&^T2@VPas|MIX>9=? zda^K>`woAZe?d78*f4#U+At0wM&%hXMhZc4O6&i`ceLqn?U@b!qaKg`7s?Zd8Ro{g zg9KS*yCOf@E%HgpXof@u67hz{A|4$Qv2VvcjZ8wbc1e^0+k_m8R4DfSIn>Z!Nb*IE z7+_~*+#4#0Qh@`Z_)H071G=^$CCg?ZkdN<j?hZZT(Ia}YP zRn)lNRO;W3c@v#Z4pePCZm%-8%CopV2#GsRp0DP?*NQ}fmrGi~rL6j<0Ih%I(d&>6 zlmcIf+Var+goVN(BJ7ZS>JGjgm3P&u!q`6_O+q7d+ghqU%3~ZXM2TCP5PhAbo*{kJ zI-X5jy+Q?;MBm-n4_v10NpUPi5ScEeEBmnVosAf{PsMdM@$ePbximzDdL~~VZtw`+ z`b!KocGy^6lC|j>QWRiKpoKA^2VPs@5%RsjGCUFXvu-_0+UcU$_aff1rDzq=+x*EK z?1{4fW^MIdkMX-30ndM)9g=|U-YJ+0pYI{jEYZtkCDo$l$Sa{(dZ@bsS`8ZPr(|#7 zVoshuKSnJ{Xh>FBgMTmd*RStk=@CvWhC%`uxP>hwNYRBcYTHsra$_3xg7~<`9Ml6L zB~1!T*2%UE>t1ji#ID@K$tFR8FD1v!0YpJR!0q;AKiA>eT~W?k^k-jv&|Vr{i%8$Qh+<0U=)S8W=52EUO{%EEM!C%9OMQ8 zFKHc4%jf|2-Je#3uu0cpIZ zEp5EX-Nnu;JI;Ok6X*Sa>CkH8EsD-qDIEpQxl)o&IJOd!bqo_-i8|o|&Cj}NrAhrZ z^OYS}#rlc}_*2mUJRfyG&ZQ!MUJUE`Zxn~&qfG{gv%K$OK}<#O+Vp z_#eUHG>?HpecOFj95UYr_0W*<`k|4ClZeIasc92?@C&xhWegZI=2Dt)=hjE^`{?xV z?JD>czJT#l9!u-D^>Ta9ZL$!>Z@G^@nxtxw%F;e)Y-UwQgcAW z51+Lz@v6nH)20ab!a%#r+o1Om>|sc)PVf&^6dZCnox_*s55 z>3}N^Vyf}@i7<43hrh`uu=M0l(%bG$Bj}blv5bIf;6e8PEYmFIfqBIl(KiF#UKc+*II&U>$>Bk!&ylPr=T zPWj3G6^AwnJMxeKXA`CR%z=U(tA{8@cUCm!-Bn`kgrGm$QnvTsQQp64$o!4sSs9rM zgJrC(lw4TVwvoOk$5$%7Q+px2DFn4)jK{=WO4N2@ZkZo8iM1CflHCY=)9A8!7sP55)hx|=F zvj6UsJP)+;@h~o#_kevI@~DB$=#a5zujNOl`g_B!x0Z?cTil!8KO_~IY1YK;tvW(! z&m+F*ef@84@vVIwn^(-%-!Weyj`>c&#)92(y5#l)>G8zE zsC$1BvUrhTn^eHvcHXY$3NE}@!)kw1|8yd zd6O^nbVv11#>Clg*gZjGKm8?!6?p$!11|s+QWQ0I+~EpCZWJY{J#bk2TTQvrz=|GB zh~EL z-)w~A@w|2pcs#;8f9AjS(`Zd9$Hq_lBwxClSyV_)7vS+g8M*ghCr5ic(v3=d(R4p$(d=o9Z6%9JU z9Snv^$9x0Lz8lm7_D%R_arn2-6Lv>W7%CwQBgaZJOt#?eH_KVqz>-q1_R3sHJxjFw z-y>PoKL1(H|Kt(pTpbj|O(g$Hk3i%fZ|QlyIJ z(rlOv%*9S2Eb;~6tg_VH!aO?H?bnEw)|r21h&C~a`la#Ot=U~E?5&faJw)5+^LfH$ zO(bUT4nx{GUxDlS<%X~`=JdaxPz0ipTf6|lw?7_Rq+beizr zRG%ZCiL3?uWMb08B}b9Q8{*iiM^X6_j*-~FL>sBQmjx9l8v+mweB|6cFkUhmspQ;2aUB{Zw^`@$mq zF3A}^zZtwc&&VZ`8x^8)wcw?*uO(mcV_TxBX?rTs^HRr zldXV+98Os&o)(I>JOBL978~y6dITvA5Mq(J0n$W_kEWVJ-unqNP1_0o>qjd#)nyzt z^_u$_Uv9FFyE-%H|IY`-cuOeD=dAzAoc~EYRzArm*@T;`Ch3P`D8 zY(dMZQ_Qo!wlr`2KX7?EiF{bxZW;wKc%O&->d-@0g>Tx1fob#^?%<2W6!ti=nNg26 z(VegR$tx+%b}{^fk<{CpP4hdE5!_wI#Xi-%d~GWK{wVl+7wZbd#t0VuW2mVg z&VFmfZsVk6;Z1-ZcUGn)%3oZRh0QPu?zhW+AweB0#e+eumXR2>Hq#qdh99sDK09U_~3oIaiu>XgF^@MP43PC^>L^#k2t)nl6} zIGE9J+;=wr;HiY!V}X(%kLzlc%LBk=9XwZ$>cxfI!A-@FUu@ppfuCV`^DFCUm4d(h zn&>*~%_cpo6R<7YH|1`AS0P(z*KV+IP@}4k&wmP=<+?%4Z#^K{e+7ep_*y7Qc(?Yj zv%1@*r#7&37NR%a-)^{FMt0UlJfs~Fxc=l|<8Tog9@SvFY5HXPi2)N54ovSt;)3zBp;)R&G+ULb04zMh5o4TW)9a<`<;D!G%Uac}cG zOKyW+fL5@4rrv3r$pq)7)H}}JuiISg*21zDOddF*SNexl@ zi-rK%1Kjg!gn0RfB=Dg@P+2dr`;S`9ZS`DTjgmyT+GWP-$ku|J-gC|AsvM*&aZwYVP;S4IS_^=ECo`E0P*q?`j?`)IZD3gHe^T=1xUoUsj`rB-16 zepf;7L3RE&;1Rlo@06?UX$qpZK2pH6$<9}*!B)u2K4L5#;Y5&%e_djF3<5Y(Twrc| zXY)4z=N8M7R(_^FBiQ_g>WBFB3$&Q$=A3u<@hW)>x$1dN2 z;NvCNLncG;gvfy2cE2VW_sp&v^j{CVm8(bY%Rxu(?ZoeXwE{2iWg*-5yGM^6VO6mx zJ}51tl0VM2lhR}RU@d%?+nr9=w__%6d)>w7y|?+hZp%;c+XEL8+C9JJI1HaY4_(w` zB(6-x^*OKj4(2~Sb7t6mpQtvO-T!x(iTJ%+_xI0WGq9t9pbjkNw#MiJ9;>5x>+@uf zak+NPAfIND_)B$|n@u?3E*;VlcY4U@i&Ov{;_KspEWSqvkH41iOEX>J2#oxWWcC(g zxo^XJ-Ahu}O_o)Hl&}OwK^_UChAMe5TTl{ir&FA!-0Yg=^XbGVW` z*c|L0L8}Em)B_IJ09hFSxG)r^gr9@(A$CmK4`U>S>d(vasMHP<(&i;cXGSZ`ox41# z;Ukj5!*qVYswRr{-U)vYHtPMTeN>utY!?GnW*#hR8TXC^U3HX60~5~#o`hWzOP_H# zZC`W-XR<_2*!`fXdTPz5u)Hn|oOV#lW>Z8;@=N}jO8mI2E`M#;5C-_`@q<@(Z;_ww@Lze^ zK)&cBOYB6L{}anVFL(~2yEEi%n1u}2U?D~qqR;1_<#D>dUzD8<9s0481e513oI$vf z&>0u-xhV7lhOkc4=ZOXIkl+F*bxhPskh5@sp;zNV&iF_sQ6nbaC}DPuF95lwmOK-s zJ;87^G(9^!4W(DL{*dE^wI7giFTK$5x=Gs9vA_LCT%6x&5{fclk)_^4^e4@n&IHfq z7*jnytKiXEb(qJGT>&7c)*+T+x5baN3N1q#2da)`lga`Rt|omUk1%KTC(4n77ETwU zHMMpf;eZWtVUlT~up%tBMM?4!niiQ3^>T6G> z-2FXEBec!97EWYq7z3o&^O_1eE>l21EPly()6!$!&IAgL?Yv97q)pl^?A&RAOf{Ff zFBCYk;X#2z*)o{mQGo;t^n*7uhVW5$l3hI;dA)NcXJ+{#_)p+?r)v;!B#Ovgn10Rf zm#l9Walv2r0%W|*6v>eRj@N8aE{AWwnByHMJLJwb zg&kS&R5upRg&mQI1rXB@uRfk@oCsk&mtnRNa!O}k+hLfcmXI} z<#<%6Qks$9(eYCrpQ#KsN1-MzB?ySoqhx`Bv#h!H^0uq2MeVEIKP082|F|*?->5(0 z#2$2M58p`P7#AuKjQiFTj;q$z`IzWYQS%%OEDJg@G@lPD-Dheq`fr0}RI!Wlv*i+k zn#5};f2g9v>}oWWPyv?2*i5D&?b8a7Ax6r|-rhWjD+7J1TJ*OYHL^av z_eOoM_nogzD6>LHq9{tnA!99Dem(nJm5~49d_$YdI}l~Q3?0cLzZ&i@?V)x*=X|pJ zcH?1l&Gf`C{Ot#cr)TwUcWVuxnN)Sh_7lcZnD~i8uH(X4M9p*I^gymac#5G5#uMJL zP(PPTfo{_0Uo1r3T1Vb2FQJAT1*5&P8|3{%(N2*2Yj5XBBrLOsVUjtgmH?}GdIg|@ zkmiLM&fY#|k-M{=b{~K;)DQg#hv_K#2NIA8xz{goWh7Y=kZnhu0wvB+#S|IZJnoT( zm1L=sHZMtA|Erj3B#l6{BpvLts8)XLQ3?^y{Ap}_sBV;yO{_x&o>OC*}E{e zQUhxFhqU2GwQ+7t6Io#|3=?HxZOj5uVSvegotPY1js_X{n(TkxJn*&2zvK{IzSCWa zl7Q&VuFuCv1ekJk)!Pq+528dc)pc|UK*;}GEZy8}IX>$j@d!tu+s5t}g1aU{&#$jg zxFjG^wr^4RFj3A=%z`2&LffUoq5v1$ZFgN0p+`#*`j<%G8&~&#$G$<;7=L!On40pl zQXWPn2G0-7%OClnj#c8Ba3ig5XSSsyr8{SuThCT;Ai{M%q72~N93cE;I;sVe(enE| zF3Vnnk;SHw3K~vuY`Nn!@Wtq*s)Go+O7U=2ZwQocY*cQd%k4);UiVy@Tw{j6XLcHC z@40~F^(cs=0@)r6ms|Km?T(4Ctr+(TzaqkWMwoj$oPuIjC z%wR`pMAND=a2{3}VFXmTq%i~S;ebpThbp&2={-k-xqItZlmA^7p>Y#NU_~aB2k$_4 zMw_n>Pe$BfONC?PKF*;ydLQ=1p&^5z`&*S?jkWBCKiEVbv}wn6<(L)&^g6BwBKYV0 zM^CXPlI9ZbQzAnugQR}W97Aim&gm~^#%B%bKH4M*N$j6b!5>LBPmLuOHM0BsQ3p?X z%B*rsDNZg;|1{COP~d3xBayBK1B1`Yirq|e^|aKx(|OC`olDecZ6rwp@0loUuiR~u zL9iBaaY*!Z?R}M~ngx#wMISucT((|}%ugCsp@gwF#7JY03?Md>K8D&yAqO2DpsX>2Tr zXEjqfc7s+c9oa~ddG8_T%$*co5#+=iMl;hGF2msAFX+!9Wm1SJ%B!ovaP1F- zO(W#Sw^d5`D5?*x<@|xbH0;2sWz#9j*snmA*!Vk$ogo4y0}j-s_=z-sg)TVWrfy0% zg=0uyH8`y_gZO+YN=_5RSckbc1MppWt`sU47%R zcLZ%qEs?LAi-~@B#`Nqi2_~ z+IQd=eJfM61%2Zv-<8A;DLQV$f^U-0EKA7dxL3)>d>N7hl|$naCytYA5nRPIVOQWh z#@Uy}vH3GP7S?ODcEqQ{x^%?gn||Vq@7dCscUB;b`}xg(+7xSpJOv%BHbKk5`;E+@CnpPwx!dKNj^S>mOQ|dEnxrUGRaO7o z#|-XBPCV@&O3DuCag11GKkqBG@5bu4L!Z6poUC+*%n@U)ig`}zXi3hri%Ai9sd|d- zV^Mi-EbU!1=>s)&Q6+Ujq4g0k^kq#X&dDio0*+XS!i+p@nWDV-guLJ1Re&$lsj#(r z@k^ErnCu?P{nb2FQy0MW!dV1@mLEWZoj0bX`Zfmwf{L@%z00&7{Q_$*{;gRf0s+b9 zCuhS^x1g zQB^WED5)r(7e74pl4%6(-zXFLhG@?$H&Ds6c)gy7FbM!4jqJ`%VEVQC6aW1jSgp^E z7)zxtqg8VFk6NF!)Se*2v3cO+Fieqjv|-zCajf z1|*;GIw;KkF_8r$Ww=qnJv3*8#2>^7f!il)O`l&h@B&I1{E~lVT?RJ})ruPJXSdA6yD^5sDlQQqoRYp5WHf2EYAAcJb16{JnAkMf;f zwSN@ku!8g|WgSw#tkzj=soERLTWxA@sN=5YQERBY)u!a>lv_#$HLpDPU zTpmwe8BbmvPqxLA-;O7*izjc0Cp+TFo8!q_@c=B#YMy5$WiYFh4 zCm)U{AB`s;k0-aplTXK!+vCYykc?>beevY;@#I82`AR(b%Xspq;50K*>40$Jk~kD1 ziA$F6<3D~*cpf8$dh7mbhPr}O6r@i^BEG;CpEzzlh$Hhswq3nH#s`Vg5+6k9R_&MP zFhnhvM*O~b@{w=s7yT1xHTj`dQ(tFw+lCZmL_sPtLVmDr-!B}Ag)Eb)kBS}#?qOWX z>Aus%m%s6R^_LZ7NRD)mv2E(PgRkRb&b zQIN9Qhf1C)^{sCyHB^u;HIGtOpOR-tK}Hm$q99WWQvSA5x`K2mNS}fXDaeR|R1{?D z8U<1El-rdWDoCHwV_j+<1sPJ15e4Z|$6d)YB_q*3by(J&xcXvTm*5Muyy2h3k#WQG zvKeXHcb}K|sT966FKY3w(i#PsQjqcyrS3|eb|ue{lBY|_Gosc<&ht$xrk$}Q?z_vs z4E6Jo9n-|DkWI-1lL6&#Zu4~8IB&xh=anz}dP{42*HC%G<;!e86sw~c z7-`iasAdEjo09fsBT{Q5qrU_FL;FROXuXDlgW4!2x?KYuT@)SxNmIFHKRHI@Q@89l z{O>Fv$GFm0vIPoO5h|(xr-9l2Ri8kjc(L*RPOHk1=VPbURG6+lt=h{K*@PM5^Ge5e zHzcF;dTi`@*(GJm-sk0m1-wG<$OpXqWT+k1ad)L!_NyR03NoM|8=t5~T4aQTKEoA7 zv3W~Yd~sJLru%N;dH2fv==ZOs-@lZ8zb5_uh4lN7^m|JB{krt~=hE+ANx!G1->=RW zSLA0a8twc&XNfiTT6O!U%Ll4^R*iHi$dHVX^Wp9T$}~LiSJ8l9 zKR5c_F8#h%`n^&5{cY)YhxGe9((fCk-`|yfe@ps(gY^44S<&U8MymLMtq0`w|LpEq z^5z#0C=$_!12_9kmf=4+hn7D$H4m15?`sEi2i@kpxSjs?K(wbAeBzA*@bt+)ist|K zKPEI-3_j=l%wwiyZm|AERnv-@g;}2fm*>c$MzixzpcKdYgyj^S>pp83#$y}dti1lS zhOyzZHx%s~4jUPAd}=SJXnP+cov*7*(snX%gY`*mD_O15w3u{_7U7u|>UZI>#A>^2 ze0HHcJr>9Z|0*eQ`8?T#;8Rj!qwFntR36V=a<&5nDeU4N$N`EAgjdA^Uj z6??uDe!mF+%7T$I*&zy0PpnIm~KwLvZs%92qXtfpg>Kvz(G6l56AT@+n!czy+>6 z?W|hU&Z<4_yyKa6*1zwxv!ZFoZ~ruDs#-YKH1o($^lURPd(1OW7$l1c`1>;RCTq_; z7w19}EHK2hYlvKtE~d%1_*mzja9rQ|R_(dx(A+Cnq&no1>X1XFC+RBa&^^$N)dg0< z+2Ze+;_qVdcM;WYNm#q4qpHa}%dly9-Wq%eYrH(vUtftery2*Ynk#P|M2`-kJwU+% zS*U0YRpi{rzrRu4NAV#!G)o_u8Ey*ehN8;{-^BY6dk`a8=HP z*1G&oz)Zxba}54!v^g!G)yFzD)D<#&utG3I0H~~)!A8U9P>9Veie3jB3vYpg8I7x> z)41&%*&xc!tk;{Cv^`-Eoq<2HG(O2NFoR!ZN)n&QZJT~kMQSM4B==cT#DFQf4Fn+r zAjTDlhz;KHefaecSnMB_KniZ~ncD#SQWy&2i@+_s39w5MI}>$Of_E=uhEN)ZY1@j} z%Fs6E+z?xi*y0i`7Q!f00TYo52x|(hX%>eV3#~sEh4pI;J$f{RSS(DzAD2KLjuJ_@ z$p0f~q;|hx@C+Zn{e|#un58%cQ!uodfzbC(c>NR3#Y+WCc00~&;LMt<^A30!hu}>7 zP53qhH$hL}{F^^`fg+L!_uoi5@_s<;`4;$NQ@n}pAG~1rkAGNbFVMAjE500M%SPG2 z!8hLz570+oaQB?jyGw~XNw-9$ZPT)29{x?yC41$Asq&8d%^I_ zABy`kH~Ax&Ma>zuDa<(pS?c&RcSOw!a+>j+6Od&te}k%nIY;lnoSE1y-YNNSeir!! zO;(%Dt&7Fd>u%)3R*5{CJSm*v5kI|m9ygoC8wQYg^r0n44*Vu#&D&sqjr!4zY(!|= zD*7}T+JEr^dbELUE(QCZNBf=&dX@F?r_U-H>kD(30RcYep>9TDKK$vm3UjTMb}%Xl zHiwh|U6$})Kc~20nVn<_*y0wPcLe|QwJ)KPU;m*OV86qHysQm75@-qD3NLziNRs`w;nf$>`0=ehgissky(gE<{~q{z$Hw6 z{O}YEUZGDcmcKUXsZKun5_ugS6~$_w+ymj z>-nLBFBpE$3M00*=FGlh^!;MCX>UduM}myO2f`BECTnq%HEsn3HHL<1RHRRzd+AT` zbJ1dkuTF$tb(UExqpXE2U1GDLofXT1b+|S_Q3LQp2F~M#us%0e7^k7M%j9LVncM42 zMf-G{=wtY6@*_sG|KeH90KS|UI{b{mPb=}t3`Q2s(6q%}80W8fK7|);DEUWLs@$F5 z$lTpWFAmLYrp^(}@g#)Qq!?i<42KD$9Akyy2ER?70;c>|^z1DWB5Cr?36Ljah@{T9 zCg3{I0)N`xn!sR4Lxc^;*eE1Yq=CtY36z{|NmgTj`~Em$<=;-kIAZN#TH=VUsud<| z;Ef3obp|1(jDWG9E%Bi@YP0b+o`dmbVUW%;E`R$UGZoXaHke=2wgRUL5sk#YD3~Fm z4doJWtYd((btNE$AX2wcu(5t-=`6!oVaz99%er&S2Kpq-2|jZ5Bsvs;sNh8rc3VVa zMJWlM0{FqxEdvNv7?6i%Ubtv&PMARYq7pDlpK0dh z4QoL%#l7_fkQ$Wzi_oy%USZS&SAh?iYgZUPN8;7u+4aCF3f_YkjvTQ+AG|RK-k=vf zUZEFlx|-W7jJfo54nCzXP+p7ASKBo?E3l+Di8||PpEP9t z#gf1eM-y`ahuZshX}t(Kgs z!8N0yoqb@jBW=!z+py#U8rI-Jd<>DQuNrD2TXSR=)f`zTKC)m~Bi1vxD}WsWef3(=UgE&%I86IRw1@b>mmH3E5le){!~+C> z7=dYa*38ritHvdK0$xFzGoe6$npM`iqS0h^T>oW24qx}>$l3o@{~vqr0_N6L9SZOB zl8$tw8O?b794FZlAvH5NAjy?mq@+myrunB25C z_cp&h^rl??);5I%N=gbT&AlYCO9BmT_?wor1VT#+Aq4_7P-s&e7&mx^D6I~3&fkhgg3AAzBymKc@f^M^1eAwyt(sZ&o|}zTPxmt7~VAG#TyrI9)vdy z`S;d{H-7_fHhSNz7H@9*gXTJ`#GBuPH*fI1St;K99lTlVeX~Nm`8RmekVkL1lhyF! z&pRRk@n%fC`N+qc>nsy*J_m17-Z!J-%|F7M5$~H32csWv?pwl{pL?5e?POg1_`S_N za566b1-u#e%eeU5z0KosGA{nO<&9x@gTn}F>=a*6P~(Gt_3FXQ6v zpLm{`6Mh*N|M(NlV{$SsJ^^noYRb5XZ~g_|e94R@!n51quj~Z_c*-aei{3|2X7wn&Di&w5WNacMdlglCUu)Bab|vDuz2=`X zl#`olZm^*O{fORR$E7uf`N0q!4S`cGz!?sXeh^S=o&5M;Ryo@}oP>qMXxO<=$d13h2%Ym92*~ay=N6JjA+MdKsi$zJ=GT63n(Q** zb{rG?56Sx%Kc^o8pES~Y2ps@EBfSaFH`(HNB;RB<_JLE)#&0c8?r(YWsP_p4x%$AV z7Gs$sVdJk=Ipp31WZ|jFgzk(y62Vksgu#=KfP{Z1^!s(nsx6+qcpC}%g%U(8k+;&$ zd?SXEI3*_LSqSL9v4HH2VS8-!uq5XsNIeiz=)F;pFb z;M5wPfUq_6F06Z?J4IRNqKLoiV3ni)qBoF9(m8mnfK0>Yv-g~WeCGe_mw_nFGw|y# z8UB1)l|lz;xuJ@j6b%Z1RmqJUEur2UbId+?Dx_{BKXTMzU5YXa=gb|Vg^6yun`K7F zRd#(GuCnqjU_D8R1SqH^Nc`hlV4O0@A64>2A0yxi>Ix+E)^5P#cPwu*t|k84II8NC zs^_YlNPc1cBc?;c6A&itr?1a6dp1qANujVJ@S60QN%m zjE5AiiKL1HkzpWGeIPOn1RxUbW2pUiMMG#_57T-7*H4K+(W|5wJ$sDVaAcL}muhbY*%dlVGp^*#VL-+3-U;>>KmGM9 zk#kCO;P7n@?*`q_LQPQgMW2O#0OtoEiZFN%1E#?M0{|a%wUNO(XDR?h|&T*ZdDS>;YG!09(bbBY1+ zE9R1VT^kL=LfGOcNRYUGZCpaR7ILC|N(PK=yB;DN5bkb7oeRB9M!CTg*MazC7mtBN znU*z?hWTxFoo(YDpis2>Fijw|CmE!e(iG6|Fs{KoN92QCgBg}h_9j%5A%(&IpGWJ7 z2_^wq0)bqx7o*8dLAN77mWGWbWv3(vSh#`I2<0n4O%SvLi4olJ^AyCxrATdpDQ=xQ zIY!Z2-attjoSA=ZuNloFg>u=vV)wW?d=p?-HaG-50ZG!cf8!8c7`P^AVH_gku#3jb zr7xW#kI%S9l$q4LMgpdE6X=B}88g5B7`racDE^S<;0}#kk_uRsNps1FvW;u7{JD|} z?TXiJHxD|ooL~=Q=7kt?!d!n{JOUg7L@(;4FC&x|6MTJ{FEf~GxG?OEQ2;BbErj{)4Lm={uw>}cvD$w_u-~?k4g{+^&~x2V6{C0 z@urkKm-k6r!Hu!NNJsW8kUa)M=`AH6mX>I7goK#^}k zvIR~+##OlC2u?6ewi2+jASZye%ZF_&DLW;R6AU9Kfbz%*hPi>90Au7}LBq2*2~IFf zoPY^VAfu&;fu>Mb&YAPOL0HP>%mcgaIO1m+BFUvh7~zntFg*C`JPdRTn};mPNZ0g$ zb`Y6xpS@0l}fH!L9_atZm-6!Iep_>lzs2yFImj?0eTALdX+ zmZ!tUqC-y^9 zoRT^^Xtd)A3eg5POMU}Pt&ou?C|F!9@#OMd@fZlAaKa(?hf80y>!%dl(c*$A&BvZT z#ROd{APytq4Vm}2^;9AQh`w!Jus0>a%p%di)mIhsEyGikEywU}=G45UgjT?Ay}YtGqG4_eZY#qDzc~oqk&cSKz%e~ ze2=$0dG@QGCuBnj=N42%!;<9TYvY=HkV`F#OGC`!IaDkzjTV>UEG{^wam~h(vQrWl zmxhZ=a~78d_mdhGq{XGwaVQC7V;w33iwcgK>xDJO9PB5ID@m}~yzsiXWEgcJH?ig$ zkSvj>quL@yqJcN=ipwCmb67U+ZS}WtjpM0Y@OG_%x2sLO9S@c&hS`zLN55L%(`lE# z--~JFf=_x`B^*UZkYlPmgdGETcqG6x@shW&0V@Kuo+rP23gQmMLF@T7ps4S`3}e`# z5iBO;77);=?vnfbmrr?}?*8g4r_ zR6QE2jFN<}>Evej(oavp&o4wpGUD%_X67pKRx&>bKRNt-yCfZ?ixBxK{a1zJ-!V7L zxiIWT!;LXAy#V{F$G-doqriD?lyn^pQ)L=y#EI}OywMIlL3WcO?K1p~c~mctUEqAX z>vhhzudfgRH@^2pZ?5D!zW+sLo?nle@`+Pk7v{S^eySk=%f}mV{jtWkzu)-t9%!nb zuI96!IOX+E`z!ca&kg-W_^FB^NSq}e+30lqH+JE-?HIjLe52c_D|C5AA`F3)tLa<4 z8a->O2B)g+?_OM7%AfoNk8r7ZO2y=I;juk!F&bLpEwqospUv{j3*2!DzUoSOma5u!fV`%W9Bp$q8WE=xiX0GlcGk$3o8W&0+ zgr>w6Ny(IjJ?_0+xm;%3`E7@`KsaYqakK02;KZed%w$N9l_tbpMR+^%{b$YvZ(sX| zXS(678Q^6E@Xx*x6u>tSzz_UmPyhu=PYrB@&BXr?V!1sP^bkM#gP?}^s2Jk2KL~h; zpZ;c0L;O=Q#J~PtP(xf#0DthEpoaK0F~lE!GhlA>!*2x)@S(r}{sIBK=O2Oscqsw= z;h*t}vtM3N9XMFg% zpb7O~pAQ=1_x>Shh#w4mj7J8xG5)#>kuL6NkR_W>t)%PuSFdpI@w%u?{#;~*)qJZ-lY zAuoIi1*G6EU>>^v6nU1adGp7gI)zRGviZ6z*)sDk=hd>jdHenN${Zu(65-95$eWLT z<`i4U*k(qQZ$9{$Q|xt&ZNcC7*MG?7m~b1Ryj)|Om`y?{<5|%m+PPA_p^u30q*{O6J#~Sg551^BdSa4eD`dVez~qx@b{=1~k(#$ILsv zAgnr!H@S>~Qj$yLYkS{|FHvAClH-AS;G|$kCm$t?J9x&)oD&26Bz|PFb7<~~PR;!| zp+pX9?^14+-?ft@MlW2GG#m}gL#YI4##1^a*8%x|;_j4Yqvgp%sgb)=kzIUbJHI_O zx_xo+O zBN5gdkJ!87p!PX)=ENCgcU<1-NWHl90iM{-etDeCWTm5E+&Z$I{UWxYi3XKx$t6Lm z*P}{0sPh!z!gA)!ncq=&$C(hsV8t8I>2GWy8Kwfip#ne9;t*rzh|a@vDQzJY=2{K> zePk20Nqa#ij&>iP!V=*HNDfis+I4X-s);gZTO%iiO<5Cz3-3`3Ws9{ubiR zd9`iFameID^UH2X$>X4zdTKa@g+!?6@>?4vbMXe{K-#l@qGavlnuNDcECH;$)b58(o=y!S-PIDU*X zK75SFk8s2>TIA1uaLsYfcK$^Af5x7f ze8a=Xj~-1KfUIYJd`k*zLW|E}v6ON2DA)cZ6>n%MevHSCL3`*DDwf#d;>q7bN)Su= z1~90gNd~j2I_Vruv7I}={;Mw$>Itdg3_rR&??mFF&}(XPn7cOmP7oY~T#PIPP@trg(UbPZ`~0ZyX2xnQpQh<0>e~ zfT5798#LiSioXn)OFVX*OMnq}{Ah|DO#!>T8|jz0t^&XgsW+nTaPdXppXQnW{>UNq zCbVH${Pu&VlsuR1IA*@$#xZM`us#CZ9a87SJ2C$Me)Ul-l?4|o74_GANPZVr1aGFL zv0J^>WVisqfN{Z;^9x`><6uQk|LuI@ z_aC-%TV~#HeCH46{`zy~L!Wv0=<%JG{{3q|k^iL;ApIi`J-njur!yyx9^d%}q=nA` zEu^I5b#{O9=!bwB_|UOqDYP#>e)QNemj@h8F|qvttFHkHVDzBzO*HWYLCLgTgl|OC ztM}}G6PN;t=H8(k$1}3IrX6Faz+3i<9 zyXDs7^>2ppjhGxdsNEvpvV*b3YaEk0&K^u@K!qq1*r#j$Af>8<4wlVJ;Pd4LU>{^crV} zCa*i`a7;7cQWC1G&8ZbsuoKAZ;*zj7!#8hqzFd!4 z(Qh;d12b<9?lR&$wD=-IQJsAqFBwZv7KbMr9y>QC)~>QwbZ>l@x(!jvBk$)CY<)bb zQ%$f>59LL{xWsj?AAvc2f6Opw8UzT1hlXTH2K%@>xQ@1N*muU6sGwto6G?-PD2v}l z<{g2DyO$os+-A^u*ujx;oKf~V6Kf|S^xMjL^E>l|Hk!d0!u6$86=}Sjo4?e=9hq=CVWC@b$!u#kB z#r;U&n)2k+QYeShAu{fEE!hNT^E+f;bN;iVnghyDwE{K3aQ1|NS?d>TGJ z@H?xoIlOc@6+0}zF=#2q8MJ=#FpnNNvUE5V0T`SurF6F#*N+_8ar4%NYnC|M@%h*M z%L7Y?52th(@5!IslEUIU*tUghpw3|~e=-%VSB)Owkt5JRQYWw67tfqIg%&f4`JZ7v z+=)AJIK_5UKK#ASII1O}Q`}SG-NVjUjx6oC>SGU_SOWM6_G1rR)7(`GQ=-BS7=j%T zXg#jQR3b7UAI;$G|Bb1%`{QvQDo2-65wM_L0;A<4oGl$rvBN230*i}_ci}cDzJl$g z^q|8VfY_e8OWh6DDO}=_BU8Ju;8SAYbsmS5_p0`xr^LE_$nT@Ys+A;Lqzx(6E zOFQ27so&gscxgx4*!&r!wToeXQqmIfn3IQr0pNtt-nMl3$Pt`@!zuP4@IVM=gF}HG zO?|jw4`X5vJBWK2REsU)_Vhn)rTyzU=Imbp>>$1TnI!fu=ImWgP4m;Y;HLEHTW%UR zAD5hc%c*OgmTAwDVb7A>J!@r+m z$Ky-%*Fdq(Yo$cYIH`ftSXtgifelDJN3m&~=*1vwTm1YZ6vJiv(Z$8Zp)H=Q;Tzl> zlcofl0?OSW6yIaQ%YnjBso;jP4&z@+m^V`dfux{Y;%=`Vf(S7bh0OB^v%k{sqYvsR zkW@el2)QE_$|?EeW2fA7+?1P9wo1&RN%syF-2}@6cOWf3g7>k}-glf+EFNTS&Y;cQDH5#l-sUb9ZV zEOGyClp0|kM3g%vp1cA+b#$e=Fz@8k45RRbyxSy*V1+(E>*RGQmBNEwnok^oWai(4 zZv23{A@ag|daSJ4qHI8Gw)>#SGnjyp{B#pCmmp~zGY?6?fLY?R7aN#(k5csA^Z7@Z zxdlgS-UZ*E`TQefyJmb+A$PL`iUZB3{^c}E0mX4d!Vp1RHjO;Vnqzs#nMP_3MeNoE z38Jh@%)lq6jE+A@JrhjCv4Q-`;y2%7h;S(}*euOkbwkvAv08FN+?lYC$B?ZG{K&d#RHBH*2#~`;>$_d&={9? ziGq(h1;@nu`<#Lwmqn3hoFZGro5!6ZkI|dN!z<|X*yZ%Ocr|_Ax7!$H=KUW&#mu$l z6CXas5O{wt@?2a@#pQ}O$dNuS5J(&riR{Le(W$HeEom(u6|Cx&!qQXoO4-+%7>PSEcq z(cbga&k1&;c)v}2UN1g(iqBP|+*N;?wDeDn7S~PpAGm@%d))`3~{9RZz#GB);4!i8pT-5AJi`EXv|d#i1zY z%?nPQ{o=s`&VyeebpDQ*j*sjzJ~SfhzpmlMY*(Bq+gc3}lVP7{y3ezS&olWIg!5n` zoX6U=tX)8lHLK4zM8N#hOx*w$`lp%7lRADvB6IkJxVGa4XQv|+Bm4BXC6N2_5PSh; zo(f+g;B5+DWbo{$7ygb@_&ZMF?>L3O1BF+63qR`=e%2}ctW)?|D7?yB_&KNWb57ys zoWjpR;g#OP-*O6n%PIUVr|`F+@Cpptg2hGQ5Y^J*ltG0x`XWR84W*$YT=B6y-Ff;g z*bH@%huRbY0MvP|wkZOjX;@rqQ$&W)AE>{PPDdc{IL#9L(4CorAF4B3@Pj!swyde{ zcf57K4Kr#I15_gmh&-}2V| zmbWfWpcA4;)OIEuYde#UwVjE_+EjOl;GSmSXxPJQh&Pq*wjg3n<-4s3qp5tiWf5&E z-)&_?99&_I?u$b=C>jD@!?u}etUH(Z;l*6~nBs(-%naBTDla!zZ%yL@B_`YNszy=!pSo>s4=k)vX`HAEIg; ze|T$!ytP8!S|M+(P-88{TTAiQQoOYks%3BmRv;`sSa%d8ehfUG?#SQ z3Jjx6z@->su^wAD-qPIoxi@#zr@1xF%{h&MZO^2{691&P)LGrF&I_$|R&}fM!`3=0 z+tz^^+_%mOQAcS(j|%8PyvQa4EH$D=J;)iXd+5E<((H0E>5A*)t-xd_Su+65gMZNU zXc zo0E8Z{B)X-SP#{FX2a;Anh!#wU8bT#|Xi!We%AlZkF&d!rDAJ(}Gw6#1;dX|)G{)~~T zB|NtP0VmA!$b8C__NoU#JkG;4Q<~!{w4K*DoX*@%Q3oNIkItKr1i?;Hnn02!Xidxm z6KmCfZ%+*AlC0?Akft)jeDbT$Fms*x(pR5hiH}~1!A>#w6!_nM>JqX*^FD|g5IH7d zvSe5R)p{7*|7dCw3+CdYjLK5Lu$Ze>h^;9W?!jg5N`4OiO_2(A)yzIRtugQ{kaHg7@ZaYUojA4nE#`!+0`=fyl&e z10&G|kwt}l+Wx&5-$ZwM9;#DS6nd%EsVeGF6`8>SRf!%FRfXzQrNe;r`hWpN*k0Zp zb5cVCwmMZs#aMM1YY4^~or8$ax_KUt&ZVM)szRp1qc~_?P*uo4-+iHt#ts_pLJVIbEm(T`h zw16?xcEuxHF|~zcOc6ELxeR9=9v@-nNZh@$nb{!8g=_g_+zF`!l{b(w0}jA^n3_l= z{%td;E^bVr2IKk^MzaAEX^hGw)kt}=HJ?Nc$uIWPsFp`=#hk|pv8Adhg(eHn11{Bu1l8(}mF!;BriPqJ(CSpH1Hz>`)#?t_ zN)(STv4DGyOSM{^YC|x0q59luICpibm23#qCJQ?lqFP-{TL`92gK5*}XkDDg^|_QT zs8%x-uH*cL1l2;YCbv`6K~h?ACC?=yTU|^IgR}{-n%%n(O>BLh6J6#RQ`4jvO}5*} zR^Us{xubqG@{kQ{(_GX`F1kxDPx_Nf@4Php3V3Pg=e+b)=B3C-TS&DpEGg{Al6J*4 z&+$zF{`o2B6`X=J#HuQ8D$sh%wis@|Er!qSP#kVJ6o);B;_xd!6gOW>!#wPfJ8-ov zztjmi8pbTVPNZPNTS?e+J8ZlmN=#;qDa- zgz#~6B}56A3AU4zRVh)UdleeaVH_NJubHS}0-VJcrM)ReajTU*n8wCLgE>84qe-J_ zdP;%lU@L2LHpRAz*T9JY=4A0_VcVHXn=9kg=(QAII}SlAMY)qo-axNO8b-raPOT5) z);7bqcl(Ch+;OCodogJs3VOI+jmHQ1{>@J2RQ_u{S8Ajt&CS!a~w&NFVJNu}NXRns7ttD`IFC1-Vm`qg*w= z&GN}*$~HN${~%N?X*X82QE!~La(vBZ1InowLQkWVh6;%6V<1WonJgKhhgxi--@{4q zQ1Vuv@OyZP-^17WJ^TgFLjfopd#&iF?uGsuzlTZjFyw9X0>6jn`8^!>d$`*3&;_*8 z@8NRsuwg{Y{2q?@JskFX7{`aPWZV(3#_9sr_$QZ=D=;cC_Ct5@WndkBO})8@(_F+4 zMwrSc^_DSFaK^J<1F>-f!fvA5fTP~vve?#u1tsOi9W@L`#xSKzaJE%bbyQV|07iWr zramV8X}*ipZx}qhaAb-1qc2?Jg9{9v*cCtDWXZS!@l)fbTFX0V0%2eX1Gq|fBNu0% zuzU8Ag~(N$eUxzkn2m0FL%28?saxkE!g8}86icff|&8KMRci%x|_ z2f?2&k_W#CylwDsed~o>5D@6iOOz3ub_z8gB5HKb#Sq6;%BSK;q30VsA#SuPTrJeW7zB(nr$JSKnI*f=Anxj$GQXzQ04iA}NjUCDp zMc~;$z;-XRQ9&XyO$m?)nAt}i5;5u|BE!6f>LemJkVuF~#Hf>qQ74fokVv#nA_g=i z`;drHClOhYNEArK5Z3_gr*jcN5|Q2eKva;3>`x*(5{7diOM)M#48#Fh22v3`Kn#J0 z6XX{T3Fd&42FMRNS529OhrO?{;j>(0!*v7>w_jt!?bg_En>9B4s;@DK0Go_M_*b#y z7BS_u#z&ykh*)#2SN?X3Fw}Vwo=1x?ic`4t>~^|!xb3p~3Z8X#yp&9|)3l1j?vRYr zjsQdeesy6VMjMBjQ|d$zcZfitD_H_g$o`DBc~?P38?O_AV&^H)frrt?TNrJ8j@IdU zJU*9-3nB=c3XeAsLD+zN8KP6vK|?GCInNbZM-JDDAfv)XK}90YdWkzBz$p|y2-SET z)5A2}k-S{cIWI(jE+T?@G(3wz^zM90cV(IaZde>^5InI~JU})BmU$TOXL@JAVLWd& z!pF!pNic^ZqDFE(&qoS+j(f&h54oQ0o)K>#)wA3)^sak`+)V95g4zY4IeW&C56d%} z_6);s&+un?LqP3AO)Sso%<>FD?L#ihgFOTK*|29A?w&CusNL{qd2*XQ!xKavP7Fxp z5ib!otbvdZDTdB{4aDmlRFI^HgRb@Cpu6I0nohssQUP*|2%dgruJcIi=~rt!{koDr z2^3;yb^4V&3bCk1Ar|#fh=ttKuQa!SdKGCdCBf-esw-6dPQRfREHf^jC6mpsW`IFdsAcEH{8aB43y-KAj1vuvF&HV?@cb} zW7`)O<@YAXT;V55DAjEoDyGI71ehVrD>%lNZ@>7q20?hKpsK? zxmU>ThX6smLdmKMyI5r#4-wLeA zft2+U#_w3?SkN{=5*HY8SyF`wxqnZ^`RIpwPvaeJX+<>PH6`xa%1Gx{Ug)irMCVri zskc^!y{&}uLP$mlOeNuE0Jzt$lCDQ75~J%7Azv7VH$d^@m_x4!%CR1y#A*N0I_^Kc zPExExW765qxY1K%Jx+YIr^b4m{|Gdui#^-9si7WK@tYupCP+CqGSK@0tXFCX*J(~A z?!xf=1&yjEf@m597@k0|kdWgx>=4Q?0`-#n*HyzSL5Db*JJ-T8gjoFAjzI zvex1&Me(uL;;ChPj4xZ_%P_#6&$w6kObB|B;gqD7aitTkm-k-V2liOU+E}+0^UJzd zYQ_I(_e!m39r3ROg`JwMl@e_r^?=Ob9;^Cba;Q^RebE^2Qlk}zvG(0-gFvGTjMf@a ztl@EO3p+sq(6Ozz#TLQ9bxx!Jrv)$u>Q+;)*Ti}~RtsaV^`u6_m5EP^OTQXYRaH}+ zJl&Xe7@A2gGRP)XlDnvm+$9PU71t<`q1;79dqA(; z1xrEYy4-~|$X!$vdU57&m>6v|Of()QO5$1`la^!jzl7te7bcf~#Dz?_Q2qB1uo*#% z5k>a18Buq|V*+1M@&rMI2?qs+-i$CCvLtF(N5Xh3Hwt7kIUJAvju=%b7=K)BIN>=hI*_~xs z%(5&jMrE31@Uy^KmYrEvQEuj%e&Q_4XdLRDWh@1i>$9vh%(4u#?3kY_ZOu=Wx^&IK zA|xsYuPEIiVBf)SrK1KOH25$LJ&|~EGsrxCC57oj-aLJCbf(P@Xw5CQ-Wprmw%e`y z*4^5+ZQHhO+s0elw!3X_zu&#*p7Z=MCr>7$oJ^9LOtSS8LzAZR)GM_LVm+6SDZ559 zI42Uo;cn5!4A!r!IVa;IR{(+&1xqrUk77c%HyK8Y)PmIA9pM)H_;+iVBc6+_2#fc| z`Pt{^i}z0|XKg=AM^40eHGj_KRfo!Q7zjTf^W<#`D&5y2Qx-l-#L3i58vXW@V1{ia zo1jd=B9{0;ST52p^{c9Q^v;!OSR2PA$ubVFeBj?|7`CZE+|~Izh>W;-C=w^COalo) zAjlm>aEvZQCu{7<5-TiQWJroev23Na>NySdy6sS$5QbS+awhTjhgGph!x`jW!$QMZ z6jw(@8wvO>&>8@^n3l*QY)Hm%?W<6!O^{mhmc_VOJy|x7M-TJA{MximzL4q2F&gLH z1gUEb1*tDF8inA~RnW~#wZ+b>kE*tSm6@C7PbPy3{9>Kd)$s4{6p|TdTGK?JUA!sq zoDy@elw5<=V1*)Dg@I>?n34m#cJjgEmiYE@D8zJ_cCA{I9)H5_TaVib2?A%ALSeOa z#jtJ&#e@*W{>3oj2cB?v*Agw;{cG=dw1Zu(^vBDEC&^@#j9Js}!ZcI37Ijy=)+>{! zIpeKz`%64+X}XuHJ_2rU9@8z5%2XlbdxhHz)V`h7jgBO;)VkkUOIZ@SG?TGV{!3F0 z8*`)3M@ang3pyToLjS~aOc3?C?%VlxzroY~9%R=4ARz33GsN1WAPHac!m(CHJSB*A z3Ep|c21l`%*iIbn7BvOnmg8KQ+YlR4Cw0I9vbG2sI2>`TQPM^`SJ!b`u(S|O*`dW2 zfQDII@lM^|4+C~bH%kj$7-P3Jg~w*J@?J0jki)0#o2~Sv60y}4hHQ3Ny;4D-E_B{M7e0Fvk0_HvJze!^fzKR z4}6a<(8o~)QPMG%VCg7-TRTWMz1aZ-Z=~gS-p+tn1RZj@@w^{RT?L2y<-gs~vJTn9%@uJk1stPUnc9ibE9)=EN?v0`U zzBG4@u{kw@**!tln7fsO<3bza*}n+8cCLzQ5aF#ZQ<8O0u;Ksm=OK=GmYty>ZsRtw^g<-5g$cQSDO=nL$djF0{?cI59a0FOY|>f-OCX4&A`5jYKs ztz~x|f0GKd9qAGl$}fd(n)SSP6UU3dBOMxLQDlzs$D!47V7+&Sy>5$-u#w!+M9GH? zyTL1#AU^SwdqD&zD-xUYUnJJ(Rg`bbG8H_d(12kN!(cE2rxn#2A_^Zl!b7|Lg7H|=9hI^*k`pz*ft-?`)8dEv=EPuVr?IeWSBJ_80l$F+CtcBjFuQyyy zzb_Oz0;0-@Z)5-AUQZys%i}`%58ANTJY{Gr2viy$ipCAAc5&3V$ib+$5ex!#&SzR! z!wtr!M|S!?CY*&Xf6Dg-71whwP($1s^EnqI##e9Vr+hBk;?E| zJ6HwkCef-z^d>z4tAbaHk5KU+YmB1`qpVbssqp)+yh5o;kdK1y7s2-(3&I5-ui7qe z=CiMOjfMa^B?pY4D!55v-3I^ZTbxrzx$ z9#mZPa-?=mMqR~UX6Gd|Q2EC&kW#p!X|Nzk`^gn`kN*p7x|c*(I%^UG`O)Fee3Pbc zI(&7Tre8giXfTY3<-#qB2f^%&&Rggj_+l7^T~VSaE@)pdBs0(?}}9zeFzB<}{KO#1@$50R(?5GKh7nrw{pcFMda7ai+nfegoP< z@a*p-J-%_+#80@>xzxXmW;2Xme>{rS zW)!XX-qW~4ahC-4^S zmTww&aaVT4BJ+k>hiL&-+^1$!Y%M& zh0qkk4_a}F4Z_Zq!b*8i%%jyZzq(j}>kpzHX5}sFk&b3mP5zVeGsaAh4Q34^oCxpL z-HUMDDApa+Jk8VEnD(PSL^T}qN>)_}sHauUZ{cdO^TkiQ+2#{g<}MlQ!D5BcQUA>4 zqI|>7zI9|$TAZ^<`3YzHE);I8c7XS?MXFoL?|*ocA{}asSz1Ia_Cc<3evlD{d_#AH z?_NV(Y*nf{p$%88rKK#3C2Sp%THncD`_j2^$y)cx^0f0$rjEW0TF*<81E7eQ|F3qu zx}>q6WsYY>*O$pRS@c5nwI`n%(}bZz8BT9Qn~l9c@w#Hi*SwGhl~Y%9 zlZLh{A|OMNb<@@PyvA2M!nHKqUbUjL)TMZi8|hrL7{2!NOGYY2teqI^j5~a1=A|ZVDLcLjTf^ja zdkWb={6V$Amc4J5;;f8&xk28-NlqQlWG zwd%`vs*g~1=V$(P6hC>dY8Lh{6{!WgC-wt>^0E65hS^&VuC~b}o`VRM=DIo9Zbbfs zVUcHla_+A!32v+X2ZjCZIZ)1LEPS&i5se`iKU> z;Ll_f@8To*%3hIZO^b5eA=+)&C%UrE|9s+{1 zg5`Wqak#R0QUZk}do^ps0BVHKCv`LxQrXJgA@cL1tCkJ`bo65POPHj+se1O_$~v?D zDQ^jKt7`J2AFNtWXjz@+A83NRig!>Evg$zY{tL_*&l2+Y-jgy~iOc0D;zn^arjv@! zkP3v@|IVTLIT4Zoec)-&AP7C_ItyNGnHY zK=QLXlHxlcPiXfNlGbY~tCam7BJ4t8YFWOHU@R(8#Vdbz@q(Gi*GR%s(8H zpFkZC%r=!^y821Kq=3SjSwn^zF+*osH zmp1#he=t-WfSG}ek}C*?3k*BfhXGkGg7BzjH>{3+Q_{h#({NPH^kBj^Z{o=lU%B_| zOGj?1a=au`Kx#(0RKXUtl5x?Z``2+UcFM)GfaBoi51sIw?85CzhMjRJ+U7meftoFf zL+>79c)=6H<#$eckN@}%(Rfvjga zL1=n)Oez``*R_ehN|f0M{!cCuzcZAWw*~msHeWknN$2Ey)$Xz^^i~7Q){88Gu}1 z)O{fI4Tr46UVFG^i*&A*T}n!%MMTY@lL~)wyVdfhXd4(y8Owax&8>YVxuavYEu97r z)k*VXIZ$Af9FmA1B#S9Dmf)V~06H#~o=_+n_81m7qk-I3JMuXbCi6g*L5IT+Y1Hb_ zPJ#p`ZO=fr$QG{$Z8Xj8hI$(gYQ^;*P?y%SHOk^~zlJQjht@)*fHmJqjbsjgDfFm8 zj75WFj+dd&YB^LzhlCtkBA{EL!d>xM&_z(j#s8K*k2>xporF zU$;pSrd6TV$q_Gv8t0&MLijrBwJH;|Ym#wd&gZ=2a2gQ*{Q*Pt_iY^!M5!d|uQFfT6^{T?R7ak$> z!YPJIuGK7O8+G25)t=6fYTCEMp>G>?9G?HCrO=sJYPTd1#_KrzRUU8JR$kdRU5NoE z5HN`xZ})v=n>iLeFJ|GFchN%IM%r{>s;pxk#BgXw8y$z9eIs8BHQ_R{u?1{I8-mBN zN_SGsTm2Lk!4Qzge?Lx7oxNd7K}2l8)Sxxp5B#Olm}+~JO`ONlA#lXqAfuqGcB=Rk zvtpH`@-OYx=3KBx%bM-_)zE3EGc{{jn|&>EIG1==nZ(1AmNx}3@w`kzp!;&_klmeq z*{a9W+nyIaY=aFQmW*xg``3o!{{UA%gT@KrfZu@cPz3vkqaU&Bu+Go$_NTv4Scvbn|(+-1>Iugq$Y`GsK69mYb zXqqREY>zekJe+vbN;C*8Vz5XQ&|pp2+PULU>j^!iF3Q)$jxAPQ(E62v!?*I}AlY-R zYO*)#j`Wi*9T{Xh?C;oMN{Sx~=uaJ+16*RT&siv8tw@s9kvNFWga=UYIGuhTMH}rA zk|9E9<0ik^(^cZty8Yy_Jr-EXveJ#G`fnS|*AsNaIDS_?u!ldcgLSPMP3JwSNm~V7 zMe+jwE-7m|VaSXwFD|*jMmIMSl^bYwHT|d9?(;UqovaMcWv^jbFN>LzHpgoWsonvq zmU_FR5FQuRid%+7mN186=FCh&F4RJbZQq)*Gnm}JmD$sXr+HX|olV%VL!~0O7s*YF|jN3uDMyt-k>;aA~bJZ_B)*CNzxF%KW+T>ZaJltaQ`L z8wWd%i!J`N>}RM)Emck=2izjLp<*r{8*vDdREt1j<1&N8fRO<7&Nbd->E6uLGS`?8{e8zxp2>+l+offN&x z%wwM;Mf1I-l9uJh+P7Q-FDxDDNqnXpG)Eoll;`i9)VbDg_wr?~y(Oc5T_mcK`qe0tm2tKCS>oaq)@wZN zVTCje+!KnSgh5Du%pp;N=GUwLl|DsQ_0yhJVPHF2Gfoq>g{@AnxC`s~y9CB#D1Qz& z=eGeNBFrwG8adcyp-E-IqIK`zWfh`nQC7$%lz6tm4%(?|G`%VBoSv}hEs?@hXDXmX z%{p8Q6gdJq1qL-)9{~Z0Zb>94*mN>cgoJ_={buk&cFFLFpk%oS{Tl#PQ&MqtLIG<5 z0dN#YNioVOjg$rJ}{t`{-iEG&5YQw~CkOU9+`2JGbAW=4xo_;CmT_+|Ikw%PU zO}HLey+n+*rdq>Pl)`_-Jix6nq_zV5__RXoQZ_V~KQJDGoXeWAl@49-@q(=onA5== zPbkeZxUASn$Mi;%lFxK)!=~}MuC5c0?&}giveg8_QLzz9ctym2L2WHgj^VWsA&Kb> z>qJh>y-7mNj|6>ZKyfZ3vb1|a&(@u$%*y1rb*uw{XN9C1=2*ZEv)B|Evc569l?PX< zT?#qZB+$>@TMEH^=hZrXz9H@j!E{H_Ekk@r+!nr4{qXDwvH13F-Fmc+BhA9~gcx`O z#Xs=L{^29O@VR!>pEG)rxcDfs*C-vB)3+~Vp|T5WY&3PIAwQ-6>QCjYtW0=9Fg&W`BcwJ=zYRxap2 zHtC)SVWbvuEnpuwbZ?|XEkbn|w~7FDMVUqw7VV8xFgG-s+MC~ix@@BgiV#dLp=aOk zSDW=Cz^M(7mG^|Bz30?b!e5vEG4-`MR57V18y0l`lk6aD`vjNbLl*?syUvrgP;W3r zuHqV8A>7smYMwvdFR3?mqp*>({6kd8t&YVhr55pP7mD(0mzO63PE7&6?#t-k)wh&2 zGw;x*J)?)Z8<>u)1Sd*%9Dkht-C6l`4h<3$j;;OTX$E*xBiT7M{4=I2ct<)|Fz4;& z7CB6r>U1l;yt3~G$G0*Y;Iu6JpVdwf^gpYeWLpVmK&DhR699?HImx)^qwr|(6z$k9 zZLs{jq?Vb?KX6#{hOBly8tr5%<-{Rj^KG&}{D1itI&W6zz;3+`cI&QfpZgr@^I^Gm z5hu_;g%)u~g=Hco>Xx*Ib0%bkrDEey+O()L?Vq~HR_k%zHec*)b5Fxg%K#k0_cY^& zMTnBX!)fa-5yQTp38eV?krK(UPjhR-eR3aEapREHnd42+wK4n41oa|%Ig}o$I-lKz zreNm#&N03C$$iF6np(!o!q>Wd8thcYOt))#-|==|$@rgNpF1tF?=pV;<#|le{H!mi z!TenR!g>k7KL>Z@a6f5C%zJeMJ#?o_@V; z!U&VV?|%>|9Kl0+Y)N63FCAF6naUWCt5;}9npBQGrZskz@R(_O*aOqObnDGc$Q+6) zn|!>6WtS_@-n88G_t8_dwD)LYx6H%!fjKVU31Xd-117ugT=NXx^}iM~S)^985)mp!TB7 zc?Zh*GnH=L*=;*ll{K<1wR%cc#h@=WUB^c!KOBWd5$XG@d98zehrm z3u6xg@^P}@hj|md?`yfbFMU5WmL_DSv^3r-o;SwpT+KxQLAs8y!3Yi-Snz~+@}4A|9ZQP4UsJ~r9;QX1j|%OgU!FLKnA8^|@jaGXo0 zdB98DPS2!HDQ_YSB_V$zKP4KC<0ZbC^Ic!Y5vL{Ia94nm zS$z}$P7?X5NS9CzC5YP?TXJd7#SIdQ=PLds_@)(D-IE5#yi`==NkRrF7V7 z9N&Ozi)2-&U2hsYvs`PgPXOw-%lkt6Z5?)f^g@w8PaiWm2tE#Y{MoWGy5-SdZ3309 zqjKgn08|)taB=dwnikb-|G~Vm^XUW3KWSArnv}~|%fOy>=zk2$unfL+?8qt{#c}_f7t=q-s&Rm!1X7F50<}iL$B2!!jkgGlp$LS`LcNGj*L$4ZKwRS`<%@Ing zT8td7r{lpP~fpp%a{?3NfubES5Ido@sYc{NM*i--2msmDx%2Y zTVh>i2>iOC3yH3^#+iP+C=ytO!ObWWy!(6w%W7l2v5ze?1@yTfaA`#&*D5{GiqilxwutE ztKLAg=4rO0c2;Aus*9tjrQ{0?iv^<$x{kg2v{PCfx^1Qgv-?BMzdd@wPjD6!$)~3i z#!L$)b2q){MXcP~K-r)wdT!{ zBgyjEn!Q`ofw!m>D?E@`w#^_I|SKY|)Kf_oB#b+%)?DuE2J)&}a1r0-n z7<<>IwKuYb%c$#Z(sTDV&dI7!2VL-7qVgT=gNuZ23}RKgj>_$2i{9;AjSjAUNqFet1DGk3r)N>a$wNt@1Ija+DrQ<=r~+nU-3y-t`BXn(I`X z!&><6=nK)P>1t+CCxL;&6}vR8+Se)4rp#)Qs=`DT6Iw4M0?IXpzIW{;%EAiZ#veL{ zJvbOocImcUgaa^m4TV3;#o_lsWm;v%m!~9JI^bYGSj0^dbPJ)3xN-i0p+hlG6RlIp zYOZ=a4~QRpOluj{Cz4(V?r_{Z_?4NHeRIgA)p*rpaT=J&{P;omX}>aXjr+tZ`zj~F z*_}%@U3xu9KrSdvpR_h9gYtk%Fu|Eo8+MwmL7A>=p?<=unggi8riwVI{)5Cc2`v1V zVy(2`MdfAhkBfHY20@@&1H^_ZRj9Q!J@QYfoLwhlT~I+(>258!y+9?3>oKDnkc?&r zAYZ?wc6XY6of;h^I%64lqhJ+9Z9FWlq0>C0<>dsGwV7@2gUO*3@OAGX(ZaN z#uL@DZAf6CT-vEE<*X}J;82|PP!xyxF_hu2SiN24 zGrnBn0zC5lP`yBMn8fLnZ*5nV^KV8CT4h|B(f70}@eR)h$D3aruL`o<&r;+)__j|9a^ z@Ihv;;?O03GMVZ_j+oEGK-l-6GZ)IfMZGFo$7In#!P>X$BS56kmK1%0om!G*OdGx- zRty!Hu$jmaD``q#`tt-o5@>Za$_L@5{`gi@4T;!cXkI>d$=7R*PNpdM@ zk|Nsrd@brqF2Sq?{wDq&3fS=L(*+p1Q>h+-O;Q8pOtod3gY4a=`HKZ4S62M#eb!N$ zAt_xKiqbV{Vhu%h*0*&+FaM+)PfRcL%J?j#aS|rAfi!R`zadp$=GE2I!X5I4j>;VH z@UQ~vh@!I~Uq!*0>d(mwue?K(9Ie=LCCZ7r$j3YU8Jo5ZN~jwI|NbqP=S7`8q4I(R zjtN(p`*AzzN)r3~lPNw!K_OM6dqFLkE!8hQ{L2>1>3D}P49J9TW~@j=7X^#)SwJ-2 zHbOa-67B8h&C{X_&6zqbmTFI&n0#!~(f%V^rC6MKN#47pi}w*c3-B^aIhJ1SBbj3a zj2eRz7P{j$efnGAh)=B{odcVVp{$^Ts<*Ej{p<9~j@}TkM&V&+*4 z16D){je%#`p3nkd-tYl=j(JwCoYewu@c3@;Y?f+!qR~4vHtqWPYc~0KQ76ScqdF=T&N%61I^1wy>LAutScsiqZxJY|mlyr9P z>C76iXPSefN>F2=)SR@+qT|Zkq?mp&{c_`Dun;SQ`si+h`w4fsUCt#0P%egRt&6d9S83Cq@YSmQAoOkP7m-f?7fsEb) ziu?2n_RL@w)BZ|5`kkQs|b5L|%J z`@m+MK1sofr7bsVm{0_7a8N@g!S9!Mjk#A1dOXWQ}Y^sEVuRX>5t zM0jssUG6a_FnlA1o!**O-qOBbHLZj*j4bJLN>iS|I!1)luFH%mAdCdRNlYWA=?-DB zHGWV=k`NcgG!#B7aw(1J#H9TaDH`&iD!Iu5aMcXw1W~4rqS-HN>louw{21F;i;a-5 zD@XwrS$})iX;%EnM~#>A8d7ch_wC0;d<_UkmW(O`z?h%NX>x2;mFBts3kqrW9Er=- z^oo-y*NEfgC#*MquPbiM5{MV{njns0?@_Lv3Rmw%gOx0Q-^;PEG$vfOmMLhg&!)3$ z?;osqga@bedFXLc4MUvsvs&}MdMd#>cnQGKT{f~Quj}1Vc0CXmdgRz5UzjE z_)DGR2YsO+6&M5jNpX9?d7%Bdl?ej^ES$bTU(G|_+AGJ0!f4OgtDjv3p`9=Kesg z{p8j0w8H&BAQB^ZxIWtg!;Z{Bw0`QP1g}yoSbrZb;yZ-^#fE}38=VJ)_JO>EiKgs2 zQ>Mhpt#y}Y=qSp7cT5ZbJN3!Rk~A?t)UplX<7qtDGBX1IF*f__NY`NiYKF2Lotl}| zASFVHQ;P;!kp)LfmvEFB7njqh>W?0NYX6R2yr9CRz|dLa6oC0KJPBdz&kxaVLVl5f zQ$nKx^l#Bvzq+$nnB-{dA@HT=wDb7^v4obgPIp-b$As5-sHCIkNEm!pY+R+?EHC0r zk=b~fNuT{ntNASIt8ofm^yiBQhYB85*R0ctIofqWtcF(!xvy~k+l`U}`-B2n{0DF6 zDQ$F?mkq?48HVHX!wZ_0C7mv@1ezvc`uV3&wTdh%{JM}ga@%JULNwx`KdaHI^J;eg z4yjVZ;TAh6vPdURX{r1KZUAPebIegtQAZr}Ek4bzPcmr>%uJllH9z>$R zMMvAKpmcfNl#maeQnpq~G-1=&WNYK4`B)6^}0TKgCMGI&=WR*YmM zM`0UrI7r%{%G-#TNwK8PN(;(B5BcPJj1G67zTQ^()e)K|&VL8P%o4^(#(2;7a_a@_ zJ@#FX(}K+;0kJlIS{67i3#DyQ&I2xIukPuctIw(9hYqlK@+=C~2Je=B(6)@NY$ukyr+GToG_2e0b^6akJS-G`Wpd(eQ zK>%t0Za_UijCY;a_76@$#2 zWA77~_GRWm=1~P}bhVx5wq>>Mtya{vwCbzlYV*Wv^<^^$+h!EqsQ?7b`7yK|J1gVWARpe=TzP2>a7A4QC^P zFJY}i0|qewtsktDmO+lvJGQtelq3N=tfobS5$RqOujhB;|DmL^q`mk;cEv_V~w?TRc=XpO)AT8HTW5TfVH*Ie>GKh?vz*B|*zl9ly!tvig%^&!5;C+EHQ)A(ODTvrE(hEXKx zF9T*eYh(K$ux)ltIY;3@+6+(`S$AQ+jOx2^E82tcdtg5( zpOrePY`2X{avea9bY&>A&VDSt^e|kWUbW&__;~06^e@%&OXCoAGQui+6-`UkWT*BN zty&N`J71En<}U*R&UD?LPo{4EQLObrtO=b2-CmRD)0s#+*r*}3h%A=r?({dSRd01f-GC=%(AFv6k8`dd^h%`&1V5l4YT>ULGPed!}a&ZMBXsiX5lExnK zHv1C~9nTSjT^Y?*Sst9Ynh=aQI`kxWpN<*HMA^Gc3D9E0E~00=b=>v*b^nTX>R_{} zA(zGFH2obs=|;H5NQ;aR(ti*2RvbFnZM_*vcuq=U+rm~$c!Hx%_jk%F@xlGCsUX9j znOe)75YuHTz*VtVeDuj(PCDJOb5MT}L<7HV?xV*}uNp(Tz{Y|VOD?rQM?UmXGkJE% zyV;ss`xlN`?^yNgV%o>z%?=gF7a=xCXhKL6*;$Z*jSk^PA-h%G2W#;6>xuXNz;4~v zx-E7_lnA-S1~yu3Q&Si*r8I~LA4z?x(5ARa(FyaDmTloiiyLpGdXUJC>%1((es3f# zee|kFT|VE5#ca3oOI&h!E9Kg1BCHQgWVTd#u!|$)9GUMA*2VxwT%~!bYAx z_UMu`4=rk=mBCF~Rl#1_&ryTcYkS9sJSjUlEbYhotoE zAz1&hCNv5RTo-lv=ydTPqN5{dND%(SaCJ$9{(d#iz$y5k#9I-yGy-yeZuoo7s;}&S z+)vzcl)pI^pT$UgqCS}A@3fbbqEdHrJNAS;{i;J5`pYGmdJ0uw_tA;bE8vF?%2<>> z3F*c5s}e9wKSYJ$l)1BMv-sDk+<<9IBiddB`~1xIU5>XEtygTQ#GtLtFAhuLyT+vPBqhDw)s zO86jB>F$$U9s-$Wo0jHlYmSq=q?B<#BO{q;=<*|^$#E%LO+6>~`5Pm+=418J>@156 zqdKYS0)Sri${Wu{46>@v=T~nuAKk33N*IFKPOq)4f@d^Ono5}b1F*ZTFI|G=qyY0i zKqj3HXb6ixxAEnFS^E)&_p*fe&prbRs_$PG$S`Bm=s7roA_VfykdTn$eg=Uh%AZ3b zPRKHS$X~s^m|<^c;0R!(h_H(cF_sNk3n|^E+>i7PzC;YF8olzV=NC5Vw7OW6+E45u zG`)dtgJ8h}THi?=jTlnY1vn>@FyuiUvLGXUS1mzF^sefC6&R4zdrectFIJPg3;p1A z=^A_)|D&Y#|0v;3YGW|qALXT7Ja!sp6c^E3=z>ie(XVe+HiDmD2sA+c32dAAJc|98 z`uUzwRAag$lsZA9i}KwN!>=PQ_*AflRj}gz4I@y@J|08R1zr3)-v~WAF97(0-gi^K z{%h(_>N$-r#-uTPDuP1_q!!qHEaar$cgLx|@npb3|D#9uU&kT8JFYxn+3ZXB-6whQ z|Ih-y(agWmw84qK(RLJ5scCijCY>s&NNSe(S^8~rg&{!h|+s4Y!PtR-pQ=9|8Ev){MycCaH_Zrp`$y^YD`+H z@+O?ur8L{tRlb8`nr+fu)}_{)*7>YEtay3#eHt8Nyf$cd$Qe|x>Y8*n@z+mSuIrvn zVys+|F6)*J=-p5MuCq@(t!dQS*L3lFTz=H~=6tWgjPocWZXIUV11*9UsKcrz8=B^8 zGVMCod&W_VCGX~Ave(8|{qqP|bzqxgj#XvKWy5|SANSwu2EZDPuR|(|6;)m*sRF@! z8IN*t_*w-&so?v3i&cBD5tu8r+&MN~x3E+}zLb>3{>8B}5Gud!O&~yp^7r2)@@X)I zG3WiKA&2QHop>zivk;}XuU%VU6Y~2IssBz@pWwq`tC)`H?_igvq z{0hpq^Uma*{*33bc(XuM2>EeQZt_@rWquTe80tGeFdweu)RvFa^ZxdT6c>JUAZBH) z)8)Y^t`u_IDo%55295a(YyiMT4R{9hXYEHAo?5)YsRMr?vD&d zBi{I261fdjPVhK7VOYA%Asqa*X1 z3KEvzXE?wjNk~0(gmpu%58xLp0HD}9h@gQHvp6FL+ob=@K*Q0tu$am3fz5j?nHlh6 zmqurraZ{v%T5m66q5+WRkC-8*ykg2F6;_K;I^$;%r>s`|2@iGr zj?d?dCWOU#8*A}-sYH9^2p*C5J5Ni|th+0>_?75PT#7YFt4iTed2%l^C=#$rcVQBw z`bCyS$UVEaG>%jN)c@k%h4jqXVEIS9NrDQPd*UW*>CQ{clVrmN!JYV+deGbzuqkg3 ztF~Pwhzjq&G@5)oZS$~${kpBTC5)1%?{k`YR6@$VR0InBx<$L?l)1HhQud2_y41ZY zc0Ul!#Bz6C@DwX+c2yO3E-7CpaP12gZbU)~X`EO1nlZTwr3Mh!x8)opic*7Z6tCsP zfQ@mItTKbgedr+G*Re0@Qf`Wr0T`Fl(~05iIaa7WvQ^LsUm;AwtqP-6`anNpy1FDo5#u?Y zeU4y2aQ}rU2YTNjmFbVP*nb>&QUfU4eYnwiXK(N!+BF?mpI`EPYA;H?|;5Q9P#TZ zhZ5E?>qKqr2*(`p6BA1JHF`0^(+R;dsvl*EWOPa0?s{xo>?f$UfX?bMRm{jCPk-k( zswBP19Vwk>+u!(Ta{EgQQcQjs(#Cjmt_)N?Ka&X_{Y3f97h z4zN<*bIQ%ZAuKaV`mo|krCm!a-I(wtyf*}&ryj7gcKVKe2n<9hj$0@;N)ALQtvR?! zc}b(OSMTO9gc)FCJe1`i{4Kp}akfvp4TWBY-{RGVQzoFe-@$~tUL%9YN6|Ewp-@x3 zga<$m+{(*@n$}d;Xu^3ryZqj_K@zwBnvv+!sVl);-}y`VvZlFv?^B$4z~(?d*|p3% z;3eZt^_9O1&0Hv%7koVhh~2$z@z5XEhk}{RO~sW&55A% z{C?KUj6gs2;Jx^Hme5p%i8IbnlJZtJS)AF!3E3^m8^PW6Qnk|oLZf}@#>F5k%^&kTZ4oBJG9&WND{HoKveiOuvSx2ifV8vm>Rr;ddB6=lJ-aSNuBrBju1up2i1 zP+_6!fPwNlS*h$h#uC&(*e-Ig;oVYHXLNqKq^FPg_{v6^D;UCdfnoU4F9B^MGa3C1 zsyQIahH~4KaS3L|Lg&iGoxVdmW(ITTO6Do=DR;nfH{msmcc~!;b~VuokEdn>%EcGr zkpg@x^3h`p`v9K)c=Rnt#qRv?hTU(c7&b=-S*!et0Ts|cRlMCb#)X6M_MsFrV?-Hm9>#XsIcc$cg&T^N^*Psv-&qF1{LakyqZGnt%*j>FjZgNt>pB;&wRc53A z2Xa7-znfFbYehr;NuKwlG~{hP-c!<$5Ar1S`$sk1bsjGr0#8O8{X36WYVJ-!4ZY1H z4<9G1b^bQF{U@b$?&bB8Ao66j%9UQP)GD8Xw)Y0Fm$bd7qET)3CiQ&^8HfvYaOxp; z_{0ipfruY8LQ`ePG(kn$c!{zUxAD@(bGrK5r;V31>K45a*Smdw-=M+1kZ+K$-^Fdb zv^o5^P8L|yM$WAma6%e8=8PXvHhx68z-57_dd*w7IKDn^vv^Wyp;odr;bJpu<0UG& zs*RUalMlA>(q^+!_3tV5cazHZy!!h>8!u7V*Hpjvs(f#^@sc3-Lp2Vcs=r56zE;Mi zuMko+sp3I!}x95KS*UOGAUr}|}EBD;BD)`yW(banmZ@>4Q7t0N} zQ-<7-??|~3aiBF%-PP1wc>7xs`pVsElWl$?sm|ngc(Z!8p`91cwk)0JRF%)G z=4u@*Q@UF_yhS}b(#}hImKVg3iEGzFZ)fA5_9&T_hTn2X*_hps;iVM#Wqo}~-;c1p zdqwC0UXaSS$Shv+%P`w-D`s1jU<=#y3oYOB4NrrJYZA#CFk2A$V#AkTrfJ1 zu2R|G2^|)_APPUBF+QOtQOwlv{1ZJ^mtD%Ek%mZPe0XE1t~wZ{Mkoot{?4XrI#=uLY)D{24y_j&@3caSlnqnC7L3D&k+qD5nPzOtT;gyW%b zV<sLiQS+)rp;I1&xcsVA&mASR_=A+X+#wLXbn zo+;m+GJX;6H#GzWYj0=1loN}#>OAJ{;DxV)7yUYT(bX-tpqc6#e0`|eH$J`D66w?hW$bG?Pmmff@ zyDpO!L}x0S7Q0=}AY~<_;UNT@%}+GL{d0%i_NQE3#@BF#()?-oC(3M1!&j+`{2IPm zwLojkZ%nbUnW0*u;aMs0Tvfk@t5p3OzD;S&HT=7j@9#{3S1OIThVNDF8#DwMQ0%3h z;ym@&0dx0;X1JLX<^l2JJ(mwxex!|mb~33rvBP3dUVM)n_>WXmPgU7|N3oZbh>sR~ zPf6LnuUPVKe=3$d+DFA+QXc=M*h|Xxqw4+tw6c9sCrLoA>*PHpWqWfc?~f|mk96{$ zva-EHiEPJNCEg!YwnrRN*>6@eE9Wn$^wk6d@y2NI zsNp4I_VE&FL~0`0B&s#i{B{b9CCqf*QOW-NPs(KH-IV7CgaNBc_U8wMA*)LE=Z9L@ zjt^9_KmSnq&G~c6^TUc7eU$S2V?iBMvOoVsoa|JxKmV*{6@0Fe{rML{%&e0A`B%au zMJ4<5BLM!YlHR6HSJL}uiVm{xO01h1&o5Z!U8UUxz++E!rW{DX)s^60|zXC z!TiDk95Aok+6;GZrnc$S%gGsCBsEW#ftnk(HYe^UZ?k~GF!x%(B$$USAPV!S1x$l^ z{R_>BtEjhHz+9NCEFcJTg9SujZnJ1;k)pzpXiOt@Kt42*X@u z0hhqsU;*_ow^_hEn0qat4(4GC2*EsR0o5?Cf3Z1nx%XBJm<4l{1x$yz!2+hh+-3nY zVD7bm$uJLFz@;#cT0k7;_1l{h7h7+&fLfTV1n^)Nrex%nSVr)kHW|&}(yhdI0v%~iG+^=|PJKWUHHu7Obo3li=q1%nQc5hh?Ap zP;8U#J$eX>;#j0U*u94??;cg&53y4^uanF6T6W+p8U9@905yCtg)JW7kZV)Jw>p5n zDX{(f-K29}iaR8I@VYbPpyc8MqBgNx#2 z;y6C9G13^r;vRBtuj(PiyFc$C=lu2_UOGdr?%^ewO$;7{)CTOawd)fu*JmrYZBKMR z7x`y+rTmNo5f1#!3H;m%+?WPDod#@D>De^kxip|T4cL+fyr7cD1r)k~F)m<^3usVj zw+qC#T@>vZ5dmD*TF z0d&a#PR{_kWdJ=gfZiFv^bBBT2JqVq;I0f{dj{}c2Jn6c;K&39sx(L?GZPq<30#;7 zOv?o3W&%~2z*QZ_1H-a` z5!t|~Y~X@yU~D!pH5<4n8Fftby-}3AcmDc3~PvrvJTAsg}3v|c>I_3fAsC2GM=c#mA9`Mta zbMlpWz|uV6+C1R8Jm6P(z;9c=U7iO#l?QB9skaC4dw{b%z_}jaJP$C?0}S>6EvGtM z>;a~GfJ;0;r3bjo1H?VR)hb=%0j~7`zf$QAm1gGybMk>U1wgw3;H(0mUjZR_z~cqL`U2qT0${63FSg`+qX2kEC3goPrvs3u(ls4`YdZj|Rq}NNN;?AG zIs)B00%xgoUPs{kjzB>n(4i10Qt2XfWbw;@FJkR2$)|4#9D~(l|{f+MZi5pz`aGlsv_XQBH%-n4i^C*6#<{B z^m)s7Ul#$rih;9>f&Rt7xy8Wi#lX&DU{^74pcpt<3>+>7K2_<6N=J)LiSM-+YK+E4_y@50Qz?ptvxgWUA4@B+*qW1yu`+%R^2i$od zaMyjn7xw{Q-Um2V$>dVWt9csq1Q>_iA9|YT&}v zz+{!KTn${k8hA{lCsqR+R|8M22A*CGY*y(5m3piJ`m6!^t^v+k1Dvx4=)VRiQ)#S9 zOH^8`(xYpDb!&k2Yk&=FfM?bKo7Mo&s`SYk;L|n0-&FeGewhxd^r=cE|Bwma19{&A zzVCrEzX$F-2HbT_IE!YK4mf05z!?^E2A0LZvl!B{7+hHl*;x#ESquZR7zSoB3{~la zEQSxW7*5M!=$69}%3-L_VYok+;elL+Z*v)r0x+IC3qPeUWRU7hMr!A-d=`&UWS-TS9%$) z@-jT(Wq8KRuvw)Sy$mmV8D3NA%r*>t+c5NN!*FgJh9N4MD!r@H`)wFLZX=AP7+5~T z`S}ck@)?GxG)$#&Dos1mZVwPo1c^8Isd z8J=&;@Nhes9&N|)csqut+A%!cj$uVCYuB(6fNy%nl6ac3?QK1H-@$4E~NXo!^mRNJoY; zm3DPx*wc|=Uq^4gk4Tk`&* zkl~g>hFc36mKQSkiy8VCGYlwZ7+lOSRHd7W8U9eru%?({Z85{6#SD)XGd$js|A}IT zzMUBQcVZZ*(x6TZgF7({?Zi;giD9HlH*{jSu@l41D*aZauS*z?lnA3X24*nyHy8#Q z48shD;ReGDm4@|`X=Fc!sr?vA0t`I@47~#kX9gI)xRl|@r40W04E^UbOo+(zn+U^A z5r#u5eGy^!GQx1jQw(>C3rMdq^nQ)O{~E)H*BF937(zQ3>US_icQ9POgW>8O4A<;n z_>Ub7Yj!X^xPxK%PKI)!1K7vVe;>p7`xxr>F*K^QRHfVZG2FF};qHA55AS2Z0S4Cr zhKvIY9S$%Q9bo8ufT7C)hSLr(bUnau#sP-ksN{c-q5pdf4;_^0lY}v)ea&d*=_E|1IXStRDEw0WScDT$2FHC{2 za7ay#hOc$VyNMe9g}R%j;f?BU$cfF8jyJ$-&6K3FzcjH)wdiRj|2a3P{A(9U4OB;E zYx)n{U5sx{)d zQsh}y8;Dwm;mPvE9v>i2u$BWSA*C81C2ACi^`F;G*EGh0a~i|*PfAC3p1pl(ieXkLg6MN?hVG(>|5;nE3Q#H6|bvbzWpb40;uPT&?syGi*$S6?S^A9I|m zE{P5)^yY-lwvP9rWglE&o%hdNP}jbQXt5BA)=@^;hJ++cU7b96S_(XLev-lB@k`7u z-;w@iPReTxW63x6x)1Wg+CMWz=2h72eN~G8r}p8xQ9pzW|?6%H3aJhOKPW|l?Q8*7W>d4 zatwc*Jd10`bhksUlQ|8+C@ln7V>M-n9Lw25B*k4YL}K=hgJip`h1iN7K2_$Kilr&$ z_a`6+$9us$u?hLfug@t%Wgl93e^z{GvbnJ}%!xJIiiP$M8DdLhI5<>}+wrE%iX0_- zp#o1?@xEbRm>aI#0{87Xk%nMYvQ5HBODXDu)q=N)*M?#~;Yv)X0tO6|rtzoQLbp^7 z^P*3m#BBz3O+_!{nN!D)nJo=4d?KVhDfJgv7Jc;kI0_?h)7BvihaAHs)yNzs@zy&` z;rdRF4_A5`mUWq6qzy_7~1yjc)n;kg%rKg$aWL(@Ul>x;zz@ z*)p=LtV}8r8N+4%j>DxnPGv7KEzzJaApCwu^mj3xZ@_R1kCSL@fy}!kg^rHrS(lC}{XTcZalZO{*$BCIFCQWErS9wY zJ!;zsFU$kK+5-2BX_`jH8UkS-aRs%3rkIG$AZ&;g0y8l$%Fqg;+@LJZ-fgON`xPQARcDC(3rci0}sdeOC+Zt-YSH$i*5#e#uoRc$w4 zeK1}dsg41wM#`&zTSj`xe_p{z8NlZ!N|ur>PLdJ%>=I?)tl{}ePNZRBMpczWLIS66Ps3czM1mwCkE(~ytPWtx5WK_M>H1jwXEwLDc z=6h(-Ij_=F+8*lMWb z^Fx9|v%l}mL_nH&Rjrzo)YHJImpz!Htd#n+;=fhrsZf?p8s6!Y^LRYf4+j^{sR}gs zh71;)ht7Y8QwDm}J7KO0DwpK<~?FXaSqcFGCh9Q9u8W@83=$cOF_WwxyEIE*D( zn)&kWTM~w#`z?UM{6qljGi)J#leq9B<4(+lALoZ#3O|0xgExAQml6@b`g`_x$*m6^ zFF8;x`_n;NHSA4++oZr9)i)Y0RB&rnm#>UZvAQe|*4SlPx zoFt7x!3252=sZDk{zVfcXVP_o9LL|pl;;LzZK&Zjs$Uvjr+f-)_;F?Nsp0kN^r+zt zYMeBjp*UX+k5v~eG<=Sd|7y5DlNuZin`(V%xI$fIu*1`BaJk|JG(0FJ|Dcro=PNyg zhTV!Y*Km%KU)y2(dm#ru&j#nK3ppBYoAO@J{sA_)KzVc1a4@C))0KBO4bMnG**QWqBW5DD(di2i;+k7v|cPTj0JwJ#)GApFK#eM-2~Cceu~y=_&ldP8ESZ{ zQ{sn)w=3&L4Zp-C9ntV>T+&_*zn_x7y)zjua3<&P;7l&Bqf=V<27K|xhPog*KNNSn z&I;m0G3!dPrbJF!| zYssCWc(OItEU8VseuTg2ozjOs44B*$jt3SsgsOwlq+8`@GGP1&6Xv1&x4`|WQ{ET> z1~rD~5BV2wNdK5eqA5vTr+ZqWLW+GXSk9nu)`m&gJz9w^1kVqLUui9Ni?}E>UGkzY zOqYB6OVg$0zi#6%r%Qe}+1t((sav%@X+J}LcOtJmZ%mVA%aE&TrS(bh3>VMv!u(?0 z7Pzm?){c6#sASf{o=aw4GHcb!9M}x$Sy+XP!L8HfCE%ko zQXKvK*q(S6P&zZk`A=f%THQ#e%{*BR-j7Uq>rRrAd?6(~ky%@|<%p+jN|};+3D*e3 zLL_mJ2WCn<{dlIN8=8K6t>ABG$}^qDrDHSY7`kRje8`$5`O3Um631E_6v1=X&5~N& zR8g8`oRFfqv`NWQ-bi`d4YTBVPPcuxNlUM)CYCsU_PvORgV{ z|E={wNEH3EWgk)<7)=n~+d|=3JRp7uFYOKL;!a(Ybk^Pw3B@8|;r^t0wsdF}2?u)% zH!(hSkxK^{7GAiek9S`~Fe-GYB=@aqj0!19UDK_zy>#ZeZ-ob!EB^>W8oTgfrTtJb zYf|~Nvs2_`r@~+Lv+-BrjM<+hUn1B0jY#LF@Gb)c?-CEhgQLr}2&_J^C@PjkEFP?$ zQy*BQv~7tD_V3SQC$M9aA54iv#zw;P)PbQc7#_&}o5D~3lOJoJE8SvCy2Y1tiw2i; zTM%5*t$s`!{iALHrA%u8m)=qWv!-E+yTSkLZ5JI|WjL;Om} zL;5H_FO_He*8{=-D|WyU{z^%Qghw^?to#e>S(#l)jI@A$uABr~?gtb81rr_w$B$5zl$imqs#jG}4oue1 z>dES6e0?04r=BSl#$+;}qM!@m;DTT@P`5D9BxuG}0ZE6hRe%2@An8x9YozvMu#zDT z7XvTQI~a?P2rVMdNlyhNo!zFs9UH8PPm&6598mo`q~85gG3gVVi8PTDb2C@AuWU-$ z4+Pc(y3dt#cfwqGJFsf5+$-$XL;Cj(bC2VnwCN%4SMQR%!_O7o;kRso`|G}jyHzAyv8YO(`J#bPT_`+nc%W*2tS%6%RoN?IRRO_=%EA<@Gd@rsRPRRx z7pY%mk?LSWBovNcBsL`dur3gbO_is@5p{ui<0D~J#?-K7lBDvAs-wZ0DdMylA0LU! zmWo4%$}ln-X>737ZNchG`W}iy2c6Nx~9oO z>8v+5@m$2om_JsmBRxdN(eczN^HoQJF&jy)4p!9##Q7xQ;|!A&u5B$Vo}RzEG~xK`XN2c{k29?Pc~1s zIBTBd5bad7*E~5={&{jl1m8TPM)_>8QKXCKi4)JOTj2g6)2xk@MWTUNsA~Sef$?b5 z9HEGxBS<7kJtFahB~?5^+9aUo<&rx&*CDBW8I!S2oJ#6$hlNyr1OrAg>AQNguvcNy zZ?(_>jAPPPVFCjtGU={plHj_Sl*CSDvdne!yrdBurOFle@$K-%OiIXSsAodjJ&OUe znUstRAKsNrO2y|g=>|!(QApW^gjd935oH$FdMOUeELEX>+QS`z)m`_%W%s&GB?Ao7a?RW4Mag|JF9Cla;c5mjA&`gTiNy ze{t#Af4Sp8`6G*MT>s@KpzNuf^%C~On$~u&OP_S_sc4xRPE!&y4R=zSDLdTB2Dex5 zPullmVu-Z-NPcPw)@h+NsIO0yTV;z!d~x|!{EosuX-DjEsSW;E`2^AMpHtvNDe!wK@Ghlo(eSG&@L!cr6b%=uxzMm*;h}~1DuSrS z)8&q2EyjZm=~LzAjgmt@gW~j=2lj4(`y)^sU>S}-!9PiN=4)j0< zeq&kv_ND*pN!!h6M__8dSOOQuq5@}-j0WnSiPS23z>$euxWJHY>8S?O|7WNj!>8`0 zg)5n99Sb z#w;p76KTkyeS*Vv7SmfZDKEFs-5DOQ?#arpQ4a?Lmz4+nWpOSQb}o2277eB&=pcErG+=6F_S!eHucY?dgP)!MOL|K;56b6q*I$jU${Eg z%6a8fj%>d}wM&m_fn`yiMzr5Uv+K25tH(c0wMyo72#;J3{Hf(|dJS{Xc!^$T!7Vu? zg)dGu6JBbyOTA%=D$21+r@UDTClWJ|L*vBMh`ErVN|V^(R^RIWf3wBT*!cM%a!j3FL99 zag!tJps$^@2)Na2S)W6VtLU*y&85?}XdMnv%TbraRV}hT>8h;~* z=;mFVUpawnJ`x`?VKh4pSC@#tTPUE<0KT*HYn_2~UIuY@Ih`*i<}90!7Wdha&ZC%K zBAkPa@sITb6+B?vZHVV4x;lU^d_K-D5st5x^S2C9?r3A20SxEc`5r?&pGu7QZT`3Y z@6h*Q;~@j+%ZI~N0%Y(K=Z8+48e5bcYW#!JQDQKh3xMfsbI zR}Imgt^ODMqW%TAqC~W(0n?~o7aCIypgV6Q#(uefrhk?n$l@k3R9*Pp?EMnJ%cr8f zLwq+Gl_jFT`zb&Y_yl5D(|H7Eia^JFB#sEfVjjTnsr(EhoBFwtKP;|f^Ru0koua)y z;|3a+x!}}(Zv4y;{hNlR)V>+S7%%rf>wnHK%DbDrTLMgVb#tBW0^0IT+@x~n;jc7L zcky3R`5$8wwXcfIm?}7oD=A;TlMAyHJ_ct|yPD`CI^zrRGpaw=_%+o(3SDXb?(-k< zQ`9E5mh#tOAoZ&PPZE5dG1w5}5~5(CPTs}&8R1QULcxQ3j5b0y&j&bXQ@x{bS_yDY zk+-N#k@&t0;>KeaJ_U6p0OzC0yu!inE_smV`5fnkPB9Jv3jPQV!$IR!50mmQz)wnm zZahW@KqnswAK~#xGLfy|^~QsS$QL0-v@f5Ja|mCem?P|q_*(WCYLB}py9nsbr(!{g znD+pAJ6-M{;a}z#?*|s0UnHJSrNiK$%zGJ$;lBCj+6KM$ga+A|$TO9WhjLaL`4 zdDM@MT$uYT_ut{a(=XOnne%I>aCSA)J;n{>@dyQ1?ZU$tN%=$M^|Ut+qNBtER!!sG z!6>GA%rtTg(Z6oSZw)bCi*X~ppH2*ZUp^KCX+EosmGpjN$qNLZW-O!m$Y4aJys&x86j`2**r!EdBz*@cf!w* zQBV0-^WSi>t_P#CRFt#Tc!Bz}5LeN>cXt%ixYyx)!ruq|5BWv88%nlP`BTYh;%hl? zqdcsY{HgWt^Fn*D;+Zh42NiUh`ixe@Gi!GQh$%&4Z@Q#&Toj0^fB(F=Rvv@m?7vejazr47d`J_ z6dJ%}S2tIwOFZ`(rxBgxrOr|@4ox_l*4KH)`G%mY0Wg}ECj1xS^~3BlYF~uB>vrMQ z$f5C_;GanJnHg8n{BOr|)UKU;7tx`K#uTcb8JzHSHUF0AOE>2cr|8#Y61*@zi3Aib zUO{G*UHD|orTLskX6OU>g3?9e{KU_3PIQWTANM~&>nK73B`5FTJV-0WMLa%hb2>($c<{yTO=*(L7IpP0E63Aro=dh|otm8Tirtuo*AMY3WLUhpW!XIW| z5MEB8gEZp~_7IKVNatUjqW!B%AEbV7;foDHZ*JrnhA6KZ`7|G|p%1O&0K|F0#qTaz zUn0tF!e2|o_cwIDt+QzV>Bh~puTCJLoQqE&q1Nr5_uhA(igu3(5Wab9m+2}&+IbZ~-{?0}>qObEvh{X7K5{_~{o&;9l z%lSUazlpyrSUKK~*yXnTMINAb-&6Vkwfk-Ve!qBrFQ0CRdM8mZ?Jj&gMi3p&F@8n$ zyi)QOjr+IcPQ%G}lK_Nq7*67EUh}{17vpn|a}VKS!Y%jj^}j{))6=+}#$}jMPW=rc%^{vY#GC1PEn8F~=x`iG4l&Lf z`EH^g5#wQce=q+v?IW4S&xyWFC1<(W+@zrE-FO)V+)3vnP(pb5IDe1}2aF?g#^i`~ zAD}>#8T?I*Cp>+TFEPZpl{qh={(o=$iRxL-f5AmLP52Gr#f*|!G%k%4sPdW27cyVU z6yuRzlu;z`H-z3L0roBu_>n1{zo|3ZA|TJ{mu*MzTWU!R6+OT_qu$W*cm zpMjf*o^0VC5Ch>`vlF0|-AK)Lf zZ^zJ)@F;FPN8=a7A88zB(B;7a{PfbUrK0}Tyq5YEC8Yp(rs1ac^mo2P`)P)8J?#^7 zkxt_qD{U+l^K%h?O7v|4UZ#Hbarhm;6xW-s%`Q>yBOJ63OrTf>j58yR=x&g%3v}TX z*ia%Imu_`$cZ+g^rI*os+{iO&e%r9NgcsvcPV2E2-DsbhfLw+VZ>kCp7<$ z@CUfS$Ej%R5akU)q?Gt&Hjn1dX)L93D=7HXIYpU8Sw&)ezw>|Zr*&r3QG0`Un)#D`{-}TSWWxDOctbd)ZOSq&l`+K z>2IF#8=B`S2-7@YUV0Us8?P(`mFi zIqYygz!*Yw{n65oOU1lI;dO|9Zt`!Y{qG~^Uua$Ytn?b9%P;YRG>_Zy43#$>XVH2M zQ8a|*{yF|iS_kFGB0BqW$zGb*&c=;&?lR#J0&pHhKJjn&@{g%~(~X%lj)y2?*7rvKI?Yp% zuE`ANwMLlg8Q^@M=!$8SQNO-7-l6tQAZO{_cs0EAeGf+`>c?U%rgb(KX*5ntjIRs< zuVr7-`%0sl@Ug}}kLYrBX#>qeU*l}b7r@;_pGO%NP(4%0>H0<4BeF*kKfj&tBtCFG z`;6*|VkV87&*(~c;&;A5^LusaQX1#!#%!XK8AdLZUyke&ppWNtPgjrV-;I1D;olha zqk2OW4Wkbqg)^wVRY<4t2pJLL{~qTa8u!=yJBS|}Pm0%R?vd`X!jUq+kzXqUGKq7e z+>eb{sQ&eQD~)djDYqCOU<{&i8vP524vc}H>gVhc;`a~Ye!@4Cg5G8DAVuv+=NID_ zL{F!Xay6fC;S=fn^f>n#g1!tX8b*A9$7oCCNBwcy@4Fkf68t+0o=<^sd=X3DUq*!wBS~7)C=aX{7+89Iq7+zFXB;K#*KEi{~ zaVFLGXJisyU&3YK@@as+gZtC}$#$ANBkMpP@`qzjU;cGkR zZlY&Fy8i3n(@2@@;wws?p#G;D*HOKza19sln@GXjn};!m`WK=2PZj({{x$7~Wpw?H z^Co;l`%@hC#P1%&YHFX~IE%`gkG@3bZYq7B_MMw~M|$4F=uPsk3c8wH!JjbJ)B1Z8 zz35!wckZBd`&UdLyjW540F_&7TuS}>E#FS%RM2$=ClArpmObvR?w8#Hj*uZh2A_c4 z!oj=y1@}vC(T}NkgX(*LuOmF&WV}Xrv(vwe=w1yBs%Jczvu5xnazWUK*P;jpIemX(Y#(PDUV8 zT+h0mBl*fe=PcT{4&o2guABMwT$EEq3ifn<1-rdOo1PqQhRUa+h|^YQu-e8)r;|;#OFqk=MZ!# zg1=C`KBJV{+tDZ@KJ_9jq4AiHk7!*Uc79Cbyqf==`o9X#(meNfK1b_fKlTv*HIh-! z0A5i#lFlKc=_+0ZAK?7JDID>S$Qes`+=y?4SvX%;`U&AdBRSD(%eU|gY5%NbHMH*9 zJD+um^U72_Oy%BR`Y`bkW7$N)+rGxRw2r$Pw@^QCEImm4z(hTupjEv79gQ0Xj z91g<&XZax-FVm=?`X=Hc>Tel2J?X+@s3QEE>c5E2ml1yh;o&&vr*v+aXZ(S_f0!Mn zaqeOCB>FP6$Se}`S3$vNT`lxz0@eR5_R@LlEC1hVUH3Nbpzp`BNrWE(G61RImBtF{ zPnPiu8sC6)z{V?$ximiyvyUnN5a*wXzI7=*jrzNt-@pYuf78E*$}cr;qVnIwSi+k+ z;{odD6kJOC^SLGGm52ZcZ{_UE5%YaFdyo1*3MIlIihqpf37$j-VVv*6Zh|Ywuw=Ra zbN_$QIb#%Eo$JCUVFr!EbGVQ2JC4h!oxPo(I7J|Zw{rfJBVd!RMd$Ija{=MaR(wn2 z)7LnM`WG;&3=#NYYqkjZ!1!}mN#$(eFOi({Anv7kpJ-ep^HY>HFCUF8hnVkqbk#bY zPsgvR-@oNA(|Xy3U9?_Sumkk{_r|+4K84O~;t%3vzy`h_Zxg;Q!mntY_Tx?B8v+!y z&B15jh7uuHK0C8trohVy`&C5zpzhfoT^GfL~kQ_g~rFEpvx8fM*bA>DJGnh zuNGZM-XF$j!khg$@6dc+j9(J{GbwQMa(}ab3(?o%a1#F#Bf~+ddleenp-zT{&RfW? zLH--fq{g|wG98_y^D`$YUVBr{2GUb(x3u9yNWWT3s;V3`k`%s!j5%mC4&gQ(c`s#v zWP%}wF24w45ppI0hRFo~6pXG^oS|Ag9yzEaExH3uA|9J%$IuyEMgc`SnN1a<18ELC z$fw^@M|`o;!wb`wEI3h(o@6`0$@E3)=bb2^9u7l3%8-S2WWXf8cUwkyE@dQ?gAPa| zcY?BaozX)&F{6>o#X#g@0P^7n!+4~lJ@VjyG#MA8;8rF>vUO?7{3;*amHxiOX3ybN zhD1(fGvTo;6+}xWP`jncS*EfzV3x&!8x9(k&XhMB=8Ai_!o87|QfZt_wuD7NCz}S| zp>*_Vbg@Y~3dyoYfT@eN2}>BLAX*@!9S51?xfKq1$*#n$jEZEtPPc4Xa?~8^);g8t zgtkj@*fjpK{4OvL-nUhTjQxUscwzos{8;aBB13)0kfBD}p|7x$v6fTSmz8950n5NB z3z_JKY*lN9vWszpVH}N*wEQT=S>P0?H=Rn##6YVQ2lYuhg>FwzrG<`*>=HUETOTnN zF4ZzQ2ARmA5p7Ffc2pznwE7@cjawOXGwWF%+R(2oGR=cE!g;DraUI%$c5qoHSlTqa zjfFw&U~XQ$74DG+b(dR)I~kVIMGj3%j#|F$ZH7h;HF4sNS6M-sH>?rU;gnydDKm`% zq|ia71=WTpPE`lg!jVHHZU&~)V)2swAWJcc zaw(*A(r*TN8`z@^b_BV~rU~evzH=!O!7Y2Vgvn4Q^*@&^^U`UI(y0was?F_`flV9R z)TLYYZ_-9C&9YY0hE!>)?@ZnG<2ExdX*-xr(E^!58CWJq8o9HSRa=_+-a%G+nYNsT zstws{`6WhJv`Z6{T+6UY8*GWuaUmONYL+sPscZ?|^vg+Bj@%kyX)u&U$jDVKZWJm5 zB&TI*NEVDcAKD6cmuzKF=(M4m7@oHDE1gVC%_|??3ilqS>0PE}t;a08CWnRjZla!E zt5T8hm}UJXYsyd-a)~i>s`m~u-Q?D?(x#(1 z)EZ{l+GQ%FlWpcUdpV}Y8>&=EN*uNk;VOT^`ps#X{yLOdEG+v)x=u~sFw0s{K6fem zHfFN`6n)De^5IA_OJ$ZVT!xzEOq&DdguR`)d)-!HVw|CP6=v=JOtmdB_nC^qJCsEt zS2&ZQ?CrEYBGi5=msz^iR%YR?oS__rLk=2w`|PBtTC{<$`R(Id;hxE?h9w5VVOw&{ zS`H4&s4rna*F;8R|c<_m>!laQ|Xy;VhrbAIqr`KyYa2dns#m(JUY})4U1jUn>iyRNJo-IyPjl+g$&w|(qU_hUVtuTQJ+9cyLl|P z$XH_O!PZ``SR&c842zdAH#{kLwRD)zi68fJJKo!EJ{@XZ!J^)BBg?X`G}x_6<+F5a zh?vc0R`P51Eht@elv_-RW+3cq-p*q1B$@%+5JJ%`ZN;2sLliF|qeJmwn$LDvRD`R| zlBw2-A(I1@X|wazE7)n9E-1uLj9!M?Y&8wy)((3%G>06jB+d-8yL(tt+`f%jd&o=!kh9a1G1FWko9|z7@4LJ8PyvlO%w+v8N zz|T5~>$JJ(FGBqF28BNy`4PjGPQbNJps^4*+XD(6xGfWy9g*SDL|DJH@5Ob}T=e&d zE1kKxy9n6Ma`9C$@JT0NM*%RXJ;Sf_fK97_DVe}Wy@C6SfLmEE_T~WVR|DH~We7?U z?sUHh%`3uZt^$VaV;GeSJY5J3-^Vbxtqh-bC z44XTon4yLaxa(TL@b#q(!`$L3 zZZ7W31L`9TSL6Xq%s~Y6+m=1g)LY<0`k-}0l7Z934 z5%z8v2OewB;1HoGKVlfYkD)vp=(CUEi{8Lc55u_};BH_&%S9}o$OVPaPS_ZBmJo-VE;=OX3+Z9tO0k)dvDcQ6W3y0K7(8(!;S_#?|jPY#UDXQ=1E zynF`F0fwG_;L<{%I>O-h%CMVfdl?G%G2~`3oRbcmDYWjZWeDj%`D9qrwk#LpRs&mE zE^_uU>}i?v6)cy+P`_FLOe>V3k`McUJJN(B=Unt=xp*iYs4bM?eA{y%7GV@xx8Xie zm`4%1@5YujvmhcvPl|BSBE+l+?>sIC_A;R+P-wtg(tySH z0l&)w7K%Q#XLx!Q@MM7uMgD##;I1@am1s*I@R*mOdjZ2V4m{AFVNg2oU@=2rAHz4j zWtiBjRs(bQG5n>saMa5vtn8sS3~wA}7}B2M`D|dkz=clYdUYPLu%-ItKz~MFw zokV!TG~oQU44!=qds!}pE*zf;)NmQ5`<-G?_|s4B2M+pxjvTlnPlkDYs%1WID`php zRfJTY;gVr2nJi#OC*WtnrCh&#j;uid%T#E5kqvBx^+}n?!O}{($&RgOi%H+Ir&oXDu%$zxMW+ZL68>F8dQxT-p z{UQuk6a}en$5)7l3Vuq`As)XwH3E~0;q$hJS52Im-agq7!B0OaZnCEo2kEg7Yk^gg zmbeZ-744lN_+YnTeMo}k#{HDuUsS_kjfNi+@MtA`5QU~N{Iw)VlexMGKB|JQb#Q8< z;Rq9Fgo*Q92sU~=tACpyHS|d?oR|nwNRKsfE^IU`Dh^Wd&T5o&qHv@er23VVxaYgD zY#l^e;P(l`>SEZFgn~xHhu$7Jt;qM{=D8v`sbi4ddO#caM-rwL!*5NTz9#OcfPbYB z7S$R~h`{7VL;o_vB1z?3YB-_}w)*pjwoQiLn>hbh9i+JaNMu0^Y-(rxbnOc&;hiMp zH5qnDI{0$KTvvj-$Ndzj%Ur|9RdAf7KCKASHy`2#>9ya;hZEWw_Ef>(dT45E{FKLs zyHFp2F^z@^wT2ZY&TQfL?G4Yw@l*8rsoHA|$0XnsNel1ENJ-s1SoWET^HVh((t@9s zS5lNqdi#AM2U{epL)=eu9&3?X8ThlvuMP0$B6vFvx7HfAm&1Yv!)g;J-^AHh2NyRO zPHzm-q^@Z&Y)lwG#dCj80hH9h??|fnI`~tgp?W>+N=Qh6II~KPpXPa)%%j%$skO3e8!(S4HJ0$JsdWbg$=~R~%!S9M-W~1TwM38QN zjthH5=GMV6B|+-p?q1m((IY(Bw8_Ldv<_a*hbgs&M?&!D5cJQ7o*m(0Z*683!;ymL zBK$PGk{-KMQmU34HiUvS?2IC#c)&YM*n9tNP&Jqt-)>pCx)NORnq%Py4hFrp|ArSh~lRa?pJL1JStAE zu(8DOQ4)?ThQ=yz@(pE;hHc3p#r3E#jB7O1dHRi{Rll_e&WXd*?F`@5LA~t7GD8Ow z_fy_WTH-fL495$7)k$#txSxi3feZaT8NX1{q8GzZ(Kp)~?h6HJw|5HN3O_7_xfK$$ zEza#8Ka=$BhnqOt%Hd{DhdQd!@R^D8v>YCrf|Slrgdk?(yc&XOrG~kshTiQB|Eda7 z(?45>pL+Vm5Oi;WBbp2=P25l0ePY7!a1lII1cyZNQ!$Sh-A~e;CnbzXoR(yea=ygG z=`QKO3*ZD7`c%T?TEk)!r)M16xB64{vK{L?5~0sLhyMK zUde|~6VR>6(B9L@Pu4WkXUAaaI=D#mdXL9^Qwbv_C3+Fm3U4VlJR|zLiL<}NHiJbwp-E>uQhSRWBIam5_Ti*r!r3^p{>wmA^cv}b*`a( z6z(gA?Lx~@_}G)DlD53k4bt3iuYx7(U}^!lO@>_?T9h*v;wPyR^??@c8^3h=M0VYASR3q2EtCxt%4@LB;3j6k1`zAc{K zad^g~wP)jStnh75uY9E(-Y$o8B%OB>wwpLnk?SVT>-pfn;%YQ}EHcK#Df0BV^TP0T z74)2IC~;w!?3r4_mv!(|vEhd{K}z?K3;z<`V^5Hx{EI?(-Rny{-`08Z=H(cE>g|iy zK}`%smP36dZ1a9Uyd!KXf;k@F`XMSe`!J%`aAdimdkcE{a?-^8l=G{K;V-h+JU!*aj&N+kaB-IL|g;NrSuf@Bn zK+;;pnIXD}=&NlFs|qFXbKFlE|6>xqO2XeN;Oq!Ytu?%1;;gHbmw)h}iL*J5pKAOl z6X%*d3F#B3gQuUKyqH zMffSi`!)t?<)5p7&QbV23Qt7f$+&pMz{d85jUGS!G6wT1;dnU^<5VUN>?66oP&(99|E1n>g)+mXa{ql~7P|o)bGkt>LS-hRMZnSHdvS zm9S88CRD)HGAD0t-+AZdM~a|pM|jw)^Qnn*VwvHke0Z-429_E&NP6^Q7*P+;gy4^o z0)9Pwk$}A$pu40)k3&fqt`i-u5?0s4&_=_m0yw_W&`WGC!aH3!SPiA+u&C7VzbLF| zF#OJw6}^gKS0x-Cg{g(`V;h)MYnb5Tr=b5h0Y{V=dUcf0QE~nmgYm)}gy)nQHrGR8 zqv0dr8BK<1jfS_%VP=EjhGLjp0Z$ei&e~&WlW#C>AlztpPui-2T_#S)BDkaiYDHJ; z0dFT^POV{{=zwhv&zBfpC^KyE&T;=2g+CNQz3A{_pDH$7z79@zVUozF7;G*x{HYQi zOc*v58!BA*MC4XIeC3_DDjSWTFnpND8@HB2ha&jC4*tDfl0C;cHy;MY@YCE^iY;J0 zq}myFCL!5m*jO$}pyT|}liz2WID4z0DG85@9Ic0*5tv&E&lVec=No3o9tgoB!sFY3 zDTK!w4a4f;WO!CxV;c1ciF}PY}QZf9o5}p^^S4_Mq;l+GOToflP zXYCNYYvS}t7`7*1LRgY|#EA<2$_%5tbLP0Pcqzf@Wrh#LX++M|6(X}FG*O&tPp3Ps zz2Q6)XJI9DYBX#qGrU?3=ZlS{z2VX#IJzS=i=AmbObo+tId4W_Wj%~7hO;GInhQ=4WC5e*@WQ*kJlXDXn0@vYB3y|fV1N8OB9B9a_G!LxW|(7ClSke-y6I zgH3U`Ct+}0IRimW1p0|hM(j8xhG)I~@naMQ#NgW~3@S4`)6Q_FB+3wdUu*+qhASHk zpGM)V2)thfd&AJT06u5~XSRXGMeuPL9xQ^A2s|2r9tlH4Y$x@wKPnz-u-wzPFA{yW z)X+xkLM4WV-G+tvFvHv5=eSVPWca)a4phU5aS3-7=gL~c%OO~?9vY)?c?BHRWSCbB z%Zp&CYv@}HUwZQT!A8T(3OKUK;I@H7M4$BbZg0`m>cD9VhZhQ}KXw};@|^{})8D#Ea<8Xjvf98qovH5zVgFzgjOq{lO#_2kgY<VUXwtAMQ4s8HbmXP}Kq_x{_2U&Nz`%>p)`RoY>ybtp#3)L(fJ- zZ6%yq3<=qDm9VKCPM5Q9g{bp!juZX9t>LC(_)oQX-NpIF)8o&Ob73XC6oXx1_^L{h z02q4Z8!l=vJRgDqg)qg1bLDK6F#J!xuZOS1jjG*!Xn>)}36 z=G^F=RknEYZl8%Ww-^Q$8}2BA{SisC8RzIm!;zwg)k|2wIQMTc{H_@GR>N}FFg6VR z3gHYn8wmeMz~N$tEHfPEO31)CM|G6YdvV4`B1C{H+|e zh|SgGXMM!ZPz7ffLbpakSNTrtJf2QJu+i{*1xzc1TLf1TIJ+L6_RcoXlo|F^!mcRn z4#T2ym{V%Fu^65yF)XTp>K~$-kQWK(G#d6* z!h7W~V7uXS(Q!rBjKTMn@IpJo_j3#vxNx25%)%EEhJnR~ei0bl28MWi`7{^$dUAYt zy}Sy6Uf$WZkJ!g$EYZNltteLF+fM#BT5ABnv|c&m3-{7megMH22Y&X#=G7lA`M zN_fmTy~_;eN8!v;!?$wQioqvU@^S?(2!qWx)RY>=x)PK;&c{*sa|B)}g6a~($QT?U z_8AY4e=9TeOu#2?V65DKczXY{^>9Ojp@ZD@L_l6^-rs1rxEQ`qN*KL3zmo_yEpVpr z;%fLX0q={978`gzEG#ulD}aR!h7tL&#yexLtb=YH;So7wH5w}A{-hF4oNGAI(`yIh zOHz_JR}~xXmw6V!7#EfliT66ZR3NWM;Dq*uswTrRZ4G@ZVYldEF?b^h3&TOC$c^m` z)lt}3X6P?_Ap%{>4SP1gbL-)WgyCvAw~3w8g};QLJPhrd3|~iKRIOo91Wsx+bar86 z7=B7Zyan!+JFPI(hu~loY!&=F2@lI&ESAuqaXywaQHkMPIa7%3w@Sj4#`#KYJ#}!k z(D*ty(bJ)Su7)-(aABz=g^bfL28B(A`h;PN@MSrphoEzl;issC1da2k*w8&0IkDCd z&NsZ5gliiN%W4fTmcy)CL%FA~%O&X5`QWs`2T7zHbT88br4c){xnlQXu4zpcI zCE&9t435AXaY+CZ=kMk4ZW6ke82Wm&*BFK_9bt7FcvS4-B0t4uD7r>H3=^5!Hpt;Q zpvymRc}d^leAO|4;|oK1x17Q@^| zL-z!1k+X@|t&5?%?1LC=l|7Jz&%;nr0iERBu^#^5oy`t!k@TW*zDz)$_J&`o;X2WO zBLx4JI{>i_dA$GI?(l=$ITgbCgyE#QhTFvMSZg?^5MHQ&c5;U$ zeAdL-Ep`%5SAD(+{_DxthZ2T2$$~~Kh%RVmroP^p2!;U0;SqQfa9x9=s4Ln@|`@(QWAv{$CTLkxFudRT0;?Sl8 zY^{ewn+z+8V54{T-c$!i*TcGmVMBYvk?Ub&v0+s`JSu0f5ZqR47*!56VqX&dXoG|b zj`LX(9uxWR=^M`^499x%B9ILdTaDu0Md}HFs%eZ$6;QoYR|9aRb_Q^tcuD#(RPgV}zV|dcryYkYsV+HK3 zgzutows#I3E;6&xa8-k0NPUnfW4d>Sb;MSjgiU3Jw>%v0X=`{V1`%(~8sy$JVOUWC z%PYWE!nf7(N)IkCg0uG+{+tNh(++hS=wv21B^uIFl6wy4_c^W~E|>eiwPm%RWY1`@ zRPmk|;V0cQIc`>Md|%9dgnVC5@!c1fvK`cHyk;8(rXOBK|{&ll<+;@fP z>w9dbed~)dZeGVx^QkmEU%ZL~|KTJ2M-j)X>tNbV%B5JFEcK^c?B_Uj{P>`OgQ)Sp z%geY?Ih^$?&+xPxe~6k7)@-BTf1>7Sovs?yRfd(!xG);c;AMP-9zy%fv;r^YHaWo* z1BaU;essny1J`j517eK9)2)R&O z7P2l;bss9#mYsC8(buluM!|zlnxxAz?w;u|iEb;0rL5PWlM^=b*Kt+zGh-{&85a6+ zQ`7Eej=GyhTe;xn_Tl($a!w{VWu#TmP$z@M>@%VCTz;oHjxVfTe&qh*@bevBlGl45*f^q zvuLJO?9gm*Uz3BT^fq!b4yoDrqfRCOvH#5E^;@=4@O3inJnQB-v1Z){1Gm{&E8kI* zi7Oh)xDK{<9JXh>qz1d#LtC(4S7TSKWA0gT>~BM)njB+yRbdZr!S1ia4sc2B4P(Ds zhaI@x*strjY*U=nrV8v66~xw8lB#au%`PsHGs?`4g$>4jn8bXU;F`rn*!h)w`nwRe zjf)Mr*bBq7-4r5qbPJJ_+M1?gdSK6rU@xs8wzb6AqneD}9VT^iF?L@PJHo||j$!vy zWB(gv`I~X#tY&vRm<X zCiTw*srPrARG)lfKM!MfhS@#N#a@@k-V0r-hKI4=)M39$Qu15~+cApmG1r(M=a|Tr z7`8FVo=Glq&xw;dJ;IwuxWqSxus(X{xh}gM>*n2|Q&QVe}-`M|ElX@hC{X9vk zy^H<48arr@Np&c~4vY{xw+;5YYIfFlAhx|6YwNJ7F!swNjYsvs;*vVC2wUJ{`?=UY z5$u5kv1^J*mAly0d8E#dVjm9?+1k$7h)e2U2~r(h>}P_bB&m@xY^=$AH^{|4xDH$1 zWKtjQHnt&&y<#1yE4?+CQ)=waI_%F;3ZDv*I>E&*aM@kqV$a%R%3lm&e~DsaF7^VC z7Ou_1t|`JEsK!oriJehw@}CG18&GCa-CIZ{T_SyB*wZ4|ePQeub=ZL})@d^Kuok*5 z3}Ziwl3E|ajtgULHMS{CtY?X_ZzQp=C9xYTuoFv(9bIlxmp7PH?+Es*d}HU98XI-7 zU8C4iS%)a8F)pc5E;}x2F!qE9c2Om%PZQX-O~(FTHFiXd$d-KUjwtrfCSyLX!VcbJ z-aN#`mI%!z**noCwYv)Q(;Q>3Z!q?ZJ;tW0u&ax(KUI_3A0~BV3#m>ndwxlhJU5Iz z-NlY{vByWSYZ{FCAVKtZJ+R3rc2=peyQ0`nlSH1bCv{hd)R``Je3(ezd^)}y!hYKw z`+reV6T+mryV$vv*wb86&sAVwsKBEiug1=Gv5QKL`C*Pp z{WpnyVm>r3kvhu79^Pc^Wfj=Zqu5SO#_msIzpTSvQb}sOi#?z9BB}g6bk~*q|)Zs3+Llm1zlKOoJd;DCJI@e`K zrHfs%4(m3V*qd!g{W-+mcao(3m&DF-u|+QSt7=Ry;b*1TJ{_6aJ5KDKLhSo8o@&fV zF81P5V?U|Fo)^ZJxTIby!n|KaYEl?m)@1AjVQfn^_Jp~{>`Y+uT#`RTG2hQIc5Q>P zl}*O>$~UPG6WAURmcJgyhJ{|Msj3KL{}94fN7=Ec!K8+|*g+9&Qyq467<;f9ONp_k zx};uCV%vpD?N4CKD=@ng*ssIbsut{t5$q97CiQL-`)^s-2&r$P*lY4gb#O_&x7(!F zg-9JEG9yCjwh*b4BiNVLWAmF#q-Q1eqcC>aI_$rq*z1b0-*@ND_mbEjsi8_=6^PAD;{s~b$|<`DLQ5V05A8T(L(E+b`)nv7jlgmpZb zvA-JoMVQ#;Vq?GSj?HT_wmE^F7$&uSw@IBZd#H}ot08vuE@IWnBJAmVjQzY0`&JUW zFUpP?4aWX6N$lJL?2i#_nTtIlis|X`q3sFmERR2b5+!zSK6aW*s$&thF-+=E7h4%6 zbxKEUt&9CJNn%Kt)X7EImy+zbxWU9uYi}Z#l$g}FQS9m4P3jaEyC#phgX7qLm1EmA znL|q=SewM|jAFYB{|%G+Q;1bp6fyVgIJQfa)LAa}@(NZhFTy?;!tNEiOk$s|AofZf zJCE)`!IL5EkJZ>z6#LYA?5=7K84<=dC9z-CVQhlRbHdn@<{JBL1Y4AEVtwMI&WK>! zHGL6G_KLIfFCo5|-(XTl*JF=tGUjBL)VxZp zX)^YeB=(~usR0q}-fCh!%Sr7>VE0sEXO^1O_$W5sWb8kyuwQ$8V{epID~hniO~!tc z#MXtdHKO;d!!8sZsvf(q4jXMUw&z@9^IcN=tGHlnA$GuaW4ksPdtHMmdm)6`UPY>3 z1RH8HsopMj`8sSOifxHv6HO*{LxVA2R}uTqdhEZe={ziq-I`=~_a4NaZEyBWaEbj; zNvemZ8$44%Y(pjX(YCI?3G9*zI(G~cJG~P7O$58U4*Ojd z_Jb&Go)(>@)L7SL?_?KyW(50%w_XcNjoDj;Ep0Myc5|^$ug9J^*Tk+WHmP0_B752z z(>vd!uBsq)mC#PUv9E+k?T=#5@#yQ4Qe%g>*zz#;>nN$tE|+bNW514IkBVZ?j*#l> zVs<4+t!gm#xVgsuAaotW9umbCHks7JqMJqe=pRY!wGGDZkv&jNWJ@9TgCw@O8Z+A~ zpY5{zjX1Fr+ZsD6hF!W2^Hl=7X+5bn`6l&cnAne%B)*SgmsJqGw+FT?j6J3WyUaCq zcBx7I*BJXrlBQ#O@M-Ukm>pHvU#hWPS}?W>TOP$8(qv-qdhG5fk-nwI_K#pMbB+Dh(?bsvoiK^r5W>E=o|KJ}x>59fPya|Ih&*3xmcJFp zE?$TIpbGnO64O{k>P?SlpInT6U>)`=kGH&2Kx$tVHtv%8V7ICKE=sCrgw(SYq>gq; zUD04-@5E^TS5IeLQ9WaEbM>hETZz?b-ZZ6p4qL@mF7lya+(s9U^$jHs zmovye0iB=+RY3NOyfq40Kxfbl;6`en%Xva z#<-A}AKzm>4#%P?j{Mq{nYm^*3eiC zGK-FCLojN4>)@X_(}{A57%I`Zi2Ln!(0ON%_%6qAlt1raoerZ?%_9TI*9VlrGgS!$ zP_y;1Z4_LPM^}wcAWz<7`dHf0$pw$!^L-0cm1fil4$1O3xza~mu_8MCM7U7xZYNOl z@L#r3u-XI<(of7hZEu%j8$2a*oDZH)cToFB8{ZO>m-#ga9deRy0W0v++qi0uOh40i zI8C2+cFIW%gQB+PiO085P+-)E<_8COMT#zr=GabyI0r?(4KV#^I-(hl;u%X})VHyw z?NJ4pC*v`H(WIT@v!;dhPi&*0w$ra-W~5(h2Ii>($|&#==jc1j;!OS(*Pn1y4M2Ii z@<9}jxIgW%|DHdr2B0KuCDY9MC$~{x@~PP*z>OwfaS>NykEtOfl9QeWjXn{~tU{@Q zj8&-(Q9t$u8l$4EkMA^*m1OLu*(ZN7jR+xqw$l&;E;ZYq+9pra+h&sWgcLE+R;H7{ z-exk0bM?t-UdH~G?;B*I89Q!LpZrJF#%D6mdda*K4+12(tpcKulL;z#XI((efv2}o zFsW@$w1z^TZxm!Q6J>{&ujW9M_zRVw-JA#3A$>4PtI!=aO&hmK!m6!u$F`~kA$5J4-tfvWP)QjN_FX#$){%Lv)h9A+}{XrNuIJxH-qL- zPBz1e45tWZ-kOJeBxS=d#PscYz{$cHia;r?Z6;k-SYyZ3{PdiRL9R+RZKGgjHb~H~ zm&4VU$VM06(R4~t|Ly>PiPI4V!fGxI|LT2wHfT=Gcha2%AUY_(vb>y|gHS7@rklBQ z$jdPF*UA77^qacS`vcWXc z*II6?2mj#=V=+n=dCC^Dw)@sM4k5k%sQJr_o;urrAf9T!ICzd1~u63NDW4NQ!KDiKr%?b6fou+z_?Nq?03)bSwyk;%2r_ z?%i2#8Z{w{nnzy}1UuBcEI`M+9HjxJr69yZ%}%NCPZL~Cn4G08$RxGPh6&2vlx43% z+{`seI=oG+RVa394GTZIygflLv68~M%|o%BQlO6gFm z&?aOes-=~ens20`Q^OkUC?KbBrjc~mjc5kXY5l|GY>%3augYb=)9Q|kOjbiTv!h$z zYN5M5&0uSOk!B>!#G2RAcYI`S;DWaDbMCZEPQ<3%UFcBrx-^gs=Ul5fInh}Hbl0@J zmf4gyY!hbCIvk7BiWjHj(-^&f&R!j+m(aUgwxr*%Q;}(`-6ZCnuOl zcI~n;s@xo*lIs(a<(GL3Sqsq%U{II9OXhAj@D`L8w@y`%hFxBvj3)5LAGRD`90vEg zf!DgcNcw&hBx1o!sCq3Q;07{NL3GFUbjzFHNe@)gf?@eHrl{;nE@?@1#r4btYsajA!X?{ zQM?Sg&EdJ6zvuMe@Zz`k zjqvI;SnlVCf)^fuFGImgj>?;1>@s-%LipmIpnaK>B(Im3$u&7R8$~d8!PVHAaA(fg zpH@0qq+@yiN{5H8fYOWL#|!X1H^mb$O$Rc!=k9`r+u+-qp?C~j-UHtQR`4pX4`r-_ zbj+jm-~ZhWyH>zmcR1|00PY?EH!TgunXhXjueIgn)HC{bd4Ax@JWSh_xx6qJ-kb=V z-C({CO~a1?>nP1d_1otpk$r>lU-FCB?R7fO>H6=TIW)0XaXMJX+U`WS??E_j98A}; z2Xkisym4 zca81?d986=SI6HA;_Wz7@jP@Me55%0+ZAwdB)+vt_{v$!;7o0&>T(!43;&g?L~pqN zlwgenXQNg_^H^xP0ZtnQ;Y(rLNNAagAM-R#L*X1=A@dS%NQoTqn+M@|B{w3x;4Oenum@UAIwYW;#DnwYe9fNX?H;_-2DLb zUk>~0RUL35Gw6R(Dk3>aS zIs<-lnnQR3teg*@w`eD^lk8Nz?*e(hCo zL^yZ_ciFZ-pi>?ahEPci#zv2Mcbr~$Y z6#jQXc3u152OmphlTd(T8S5qE;o4aNu0-BW*Ksr|?--@)Q!yR}FAMf@nqJ193pbtz zx2=M|-_=@Ax=g>@*#{n91aow}X_+iz9Y&T0(tGIO+SYx@I+c%t{MT2}fN5WwWz7rdtKE#c=zdg0ZIe|5+-Jc3ce?E`u{x!U=g<-XOpAo8~b0!ax=Y z4*u~#z)J16|{PJmhfJH9?b1zH=S_yKc%GU8TRXE`}2q1@b`3x=e@r76cbtmn$AmS3bUNa#r7sjD$Bv z!rFO(?jy8zlJ1*-oR{T+@`_-yo7IWBYMl=H@1JJFrFUiJlhoNYJkT8kPdi7#Ljz#0 z&N;2$PCU)whbdV;Fa3{GTIqH#oH`B8{%x?{DE;_4&pmMC5;#xCw^<`;Sp9v;bm(6c zMDa+^VY>ExiO%y$#p{D3(mnAYK??Vj^t(g_Yb#=)nTz|#}6 z>vZ!7c%f&Y#|nL4b~db=80bT3x=rufdv(3Lt`2m$u<}S5+lW!Yem*Qm2Ff?RZh;j! z=drRJdYLjPprNvyJztyCpS<#rSIF~wI{vqVa%7eKKJ}L1>~MseosZP{Q0e>J5iolq z+;}}47IJ*PldBiHdOnc;w)A!Uz3Jx2i=~Q_@dM$D3*j-*3v@1*>Rzi@0K*r-=5*al z;XH*q&4;;zATb$EAK!ZZ-<;I?JSpSeenT)e(Ip?83x{c6m+831-km)U)C|pjpT^yE z{q~o8;Qr~bVW7jxVZk@DR)^mLjq~BGkq*Bsf}hR{#X$IZYD%;4#q5XUS6BUv;3Vtul#3pP%dM5 zdnoiC3UAHNjzPw=T*o<2X)jOdP;{;jPjE8lo3W}dFVHcZG|%zR*g`LLO5f{rt;WuP z&P(8p5dj^i^%UXlCAS59N^n~@C%}#Tw&M1n{0QAAg*iHkQQgj$=ffP%=ud_Z=H=|G z2eoeh5rIB$+$>Kb$A*!nkvDSA;AwiFulV?64tzK;pv?k3L!^1YnOf(?&cXMU3n9D) zo~(7aeTYNxBDh`8U4OqI7^}2#u6{R1$D7`tLXW*vHXK$QL~<)X52jDZ>QK_}vlHQ> zWe%NAb@*ffoU8brrM$iPdYC;u%dgJTHC>`>Fl}|f{{+W3_i>2-(edSi)LEeW;;#NM zN7qPbV7u=B8vXmy$#BNV054I+-+%6cqFT7|k}U6#@(Xo*W3+9f5t&5STcUG6Q~!Nx zC0w}@&YbE{H!h$HssGYV&}JyK(eFC+hc~@*-kM>-dZ+t3dJ*g#3VCy(i*bCM$oP)G z8x~v)OBQDF?b|ZOz){Pfb`|_GHPB~-=Dt`H$ahy|k*wDvIsLr7G}s@~&Nl;`j7@1t z`m8x3TmM7Vy$>G>pDP}>PJrRl;JQm-u>1TRH~c=}VNz$O_BCt< z{PXsJCe!$sum=91fA6{g!egOqu;a_>Lbcn-UO#&YT&nc&yRnWR`9%21G~K874u^i1 zX2)i<{V6I3@672lG%9Pm_^Wq@`t$h?|F|{Kaip(~7s7*wINWk;pkJl=ZLRk8{B>ZH zPR1UP#`V2pvOFlPv>DD>6RFc)&;7UMe7jut-=qD4{Uvs@%9+r6VbESljtp3HS9a|r z!bEKje|&BPEW4_8+tTL?!(jF#xNs``WvS!$;i&A5DUPN8jrYU1isQcwg?n!c)>P*H zyGd~D0{CiPb}UjpTX8a5`RTdJhc?^sz5Z`o{y|-i5GWLNKNhrI)U{ zeuH%GcibABvn67{lpMLdSZQ>yuKAO{vQOvgS3~>48pXlRGKXV(Wpz0DrY?=2@i22u zK-Wj;+C<#ey0NtP*3DU4gMTI%0nVI2$8~bfbFSLZM0fksU4afQZERlw-SZuvM$NBe z<)EB%h0OosiBNfdYu-Faah0aMYcB|*uSvwyvz0H6)U(;(DbW5wI96>g$6l4?d;U7K z38HjKRJeDQ9yU9$b`6|5G1wpJ_4akmUhvI0*f$f$4vn3Mj z-uW>5vaCJ()2PGT)8RME;K!NpK+h~*q>Y*P!-~5Cyh(pAYJWX+A3vk@HYk0*t1{`c zQCYk58#?xPu7!iwwmx^(=Gc~I>pH%qeWcHzH?9ikEzM8l-!E4{;}j>ur={K^U7x2{ z1+qo<>!(w)x`d47HXUcbt6SUZeEvKm*wg8KF?nquw z##qJ6)-f>VreGYd_PuIo)}BI+y*RyJ+WsC^>G=LVBG6~kwlS2xWzD|06hFe3$hW7a zz|l&7Vh@o>tS72{b4S{)uX6vsPr-k&o|7dSheTBy zsWRx>)o|)Hf$k&U?Op-ZIs8z@{l3b-;ktIO-;{0Fa?q;|^`yHt5Jw7EXPo=$O*JamS`s%Cv=l43_kCl)8QP;Wc8u-tY*7oPGYqL6# z&|7p$aBeVe)_&`s59Vd(CH$%4c8BTL!a2IOQ*^BDa%`T`-f0uy&%GR9-bGZuDAc=A zAAeJ!^V;mWC#Ld3cy-=y;j^BQH!0wU5j}Suq4Lw0wG-jtDR5wIYdi3uoO9rZDg)BA zQ>gM=>Vqu{{@V9=FW8TVk$K3}G5 zbHyn5=OFm>R@k9DYlqJN?wRno((Sk$9=cfPTa%*$Ty%b*7fSgrC&4!t1au?OsqfTz zzq=MH=fmp@;S=pEckjP-L$JR@KWcYJu(yofgURo+Mg;Z(!LdYOkqFFp=g`~|rKJ_) z9Ufa4;8^y`i%PdYjDrtU$LTW?wkut9sC4|fxN4UZ94A!&JYVPdMh@=M=bJC?f}?H; zcyW4NhA)G>RZw#!%$Xm^H2Lk9Yha^}@2{)i#!2v(Wm(-z`rdyvoT>c}Qd|zvIqcFs z`1DA4;FjQbp_Nlc27L(s>7l%0k$y8w@i!}dFEhen@(NggLonvToU=-rE|0ty)=Y9T z=K!PnOJ0t>Ln2mB$+3es4}yYwvN~ZuwRhh!8Ll4*;qj6UG^?NG+5`mt(@BmmS4E$n zo^zHh@v~&;c}w@*H`fIFH&5*}LJKFH8sJgdODu;Eegjd(^&3;O{8r{WYf8{oOzjzw zU)d`r56j9X`Fn8AombjVB5hAje=|gXo04OzlRC-OL0@8Xdv`eeaddDW82Oby!dzW1 zp=pUovMzmQ8{lO0`X7cnJf^r=sOvf^=bl3TzI_DTcQO27SXLj1sr^{`89g2rjf5+w z!_b+**h*CP$@dT407Iq(nld`;}>#ad~S~p7Tk=u1&wbSuTRlL4-xkpIr z96FA0Fydcw3Hi-NPvG0I0p7y0Oh;10PgXP*epzF!T~uZQi*rw8TCW$WcxzHijFA?x(T z40vo(us%|E!eSVABV2GrcK(BuFB+B45)E$gMcH$`@RRyU@TZYbd>OPn5a>hE9DB6% zmA*R?{y1LgezvwTMfb^7%YrrAIus5Jf%hgjJa;FYy&MKz9Pn9@IX6!TbS#mrzaI%F zUm4I=H@CIl#IPLQ^3JO~dR_^)JK1}KwC_tz`W|Zx9MJO7IsP(fT`+CqE6TyWM6|zV zOu!4J-6c0WnLT@KO@IR#=jAKl5~aaUM+7$30d7`zIlY@hd!@1ER|PzyI)`tj&rF}) z=J+%y>-FDTTl-7N?<;x*xG^fDeIKlg;GB>{^KXMP`F8t4hubcKZ|@2AZJzQTqkKKB zYd)9LcUot1u7tm?hR0Tt@hw?!cAygq4y?+MK{-0$KQ0dLcO^RSt2uK@>%n6c4{vB+ zvy|?iUl8yz8PBbH2UL@D=HIp;hMu1X`)&#lUXc4+%G%Fmw5!F|2TQlX6=dOrB_E^j`o13Q`MAn7#` zKK7egFl#j2VI&eOH~PRID@ zI2bS+QX`<>d^qJnXwr2_>xh>sjZM*YGb`cPE8r=`QKtvssS8`n?t@ps>m40G({x02 zQ0cexEI1?Q9GRBchh7So&x9{~1v<`g%75gW0heXv(~M=1e}}_~XF!*NAUftuZz}>? za&qoLjouLo-QK(`@Ualud-7Lj@WDFvVLHEUSHO6Mn;(FcH^S1p;J;e7V|)8dRDfhtD%i&-j$JY-FRbIzbhZOvLeqrFR zB^dw;kIv5h{hMHox3>=7==i#rtb4Da0d32iuAUXN5mO(5^xd4a`Q|eGbGyu`r51{> zfadvuek6PR2VJi%H)m-AxG$ZX#9Us`Va_vt8a_$cX7vAgt{4l{%&&o5>TB- za5_TqKSptr_80zoS@x`Ba{NYR{I6@>)3uFf?{wHGy3S}YYqR&q)0Ga+IwdP}WlpDD z3abwZbfIX@`9<)wa#6s4MbBHX0RFA|yZn9sDyYx#rI2|%k>g{YwtdQ49zPDA(Q!`6 zxjW1Cg`1)DvrFt>WbZ3v?{-u9e(9*Jold^LRQYLIH$HVJyuBKV9)xoJChbf6?~&jP z2y|fi{(c?LyHnxJ#aSK6sBKPgai6Zo^^3E5qm(}|8v2ACejM&(?q>g}_LN#}_wCz) zx$-L;!=PW`*w^!x2X(vYTx5Lp)8M^};k6vR2`(p3fVve9pDHc383&h)3iyWL;<_;~ z@IttJTGqZL2e9tFRgmemFF za>g+z=lns=ebJJev-S%|{T~Hyhs=aSRPX6^J1m_K?R8uubuZ=jaEPev>t5^l{s+EK zWr4#Xb0rgFQ18Z-5bY84FFJ4R%76!TRhiH&=l=D-_hs=cV?z z52m*E!H_!7oDa__U7SL&R_XgXqr5bteapX;gaS z4B|f=(;0r*8N_9khy~HFf;xRWLE%?Ho#_V36uzL@A)$3$h))aa#YgJeZ*Mzc4Ue;UgVS&r|qqV6nm%9fTG7 zZST&oQp=Zjg0t^GD6`J2OiaS$`8UuEx+?1Y*Kh} zGi*_~z7uTK_V?w%+xqPZ2OK`oI>$M%BR!sG*s0|c55jJRcXfh&`t71l@RP!2%?`h4 zo#}GlVuN-h5_X{t%I8UNZ5z}d(hME6{4iNBg^!i>QWRZ#Jk$U8PrfCWOu6TlgoKdX z*_3-kDEDhFqY-jvGd`L7B`KG%xfGRa=6-KNZd>k=+mN{%8)n#ke*e7xd%qv=bKd9u ze4WeloI{DO$ezruV4vfDHN_n9@i`gWAB)N`tN>NAh0Xm7hZBCA8r|zNwC_x=O_Tk8 zaU(1!nUiOD1|~s?J5W79PQ^BKirLd!Bd;x7c5*+wzy*Qv6OM(D{|@H4R$}PBAx%d3 zOH6{Vo;RIFcMGwgmPQV>SVSK9qYlNd{n;E1(+GPK?*>p#u9y@-yn?bg-gLP$_eM4^RB7#Ly)9G1* z#+SfD+|$qh;zRy>=X_sR1{zc=SrU~geSxb|r#|TJ7nO8NVVQ}2dw^=iY=M(pJcR3>Ux-aP(NEJUD07l-tvFls zubW+UwuHE=-VJMIbo&1J2l2}!{D|Yv7osS}x}IiT>tsiBL1#|y;vRHw+7Zy6VfOew zjUSQfeK7?$>owZb*fr|0mcq_6mBB5)I>yu^wWz0hgYbQKgP`;%=@U~tfGy}LB^LU{ zLiH}BQIcX+t9UTJ|5qz&G}P?3-)EIT*S3-ep97o}3Qua;?k~`L}MN;(e_1A6T|J zyS-z+R>Bj9C4PN7Yl%#zxX8iPdU{7umU3z`9RZV zvrV++ZIs4%rc_Bi^sS_2uaw{p8z=d%@-REP&Y?C3H|7@_64%2*cXThGRC`3eb*4PY zb}pNJZDTzx0qdWRITDVIufu9*6xlhQ|1Dk-9Y|>SBmCYly8yS-3|k%-EmdVfmg+my zCCw7A@#8N`=yf5ZP0+u+FGA|rP%ZU^ufa)rau#7VTeb+g_~w@d3B6ZQl?zF;r|NgA zNkMTh5ON1AhPfCfJp+p{Lx3T)GVdF`J)_ybFDT z){#SqcY~dMNssV2^@gj%?A`U)qxo3_>C<;aa3#8b3{VDXmLIg8!Ga51iYA+T$NpMF zg@~g_g(joT*_$WUosKh?c1HGf)PLx(IL}_%;G)^Of5zBHbV(rQ-mu%(7ra%WS=TKT zVBG4lA^_E`-|C24(%iJ}hh7$8Rco4d^y;f|uo0H^OW)>C(0cGeM#_jOs zGgIC34i+qcS8)=Eqd_%2JOR;n_w*I`PuceFweYY005#*gP)G2uzanG}<4Ld19ab}u zwL+p8#`vi0;CcLAgi4ZWE659smNaOA92*H&9{v$Yp~GM6PpJC>)bp!?o!+7ov#k4_ z#`ep#a_`%@_DA10-E<%fht_786JxNZbz%jx8;g@zJ;|bvpM{V zfv{u#+JUoUj_OVUwcz^G(>HG|C?W+#Mw@~Y+#!(Tp!B#SDd;0bXqmqpKoTU?wieyZ zfQVZNgsNoc>roOY_H+sQmIm0VzkFGm0%1#;}Fx4CHL@tJokEpJjkU|>;k!YpPV z&dP}hCPC_EqYePG&Jubpf}+38#w4T=)r zS|?OCn{836?i5m_h>%nH?Tj~w>~cZi-f2}WWU0y94T8>X>tDQ(|NRJWgI!Ia?O-Tt z^(6JAwM!FmlGy%e^Hk@s6$6R&lRnK_duG>J5>w9t7gzs)(I71fBj^$#%x4Yde+syw z41+uomGSWg+-XS;lYURQeMa{i5yD&@JtfDLER7lMbYE@jIX(T&#`tqNgzUhvTcHRP z2e6uWCw+H&oSLjRWf7LR6;Mf{`@mT9t;T3H^w9}cV{B-g9Kt#0dH>5Z64vDFTK?G6 zXLmny+_KQs`x46`X_}@QP;7C<{EBESdy&rdyMY1BqJ-F>mh*9RAL&tt5r?f-w9a%~ zPT4N>Xl8TYaba^Nasi`tFCS-Pq!~JSVQ+4q{wDm_jL-<|0Z;p1hQi#nR0yn&=j`!n zNvv~8I}dIuW`0v<_RFL}<6OqQixDgfLw_DqIs*#RDS%6nMV)K*nl5kGJccZpou{xH zho8yip?R=Sm1QZ%6Tl2)grKM*PQ?k!8*k^2@Z_NF_gLM;_cTrB?zP3WIG*~Mv+L2{ z?q&FgFQO{AI_kA*?%vQi1LIj=`kWr<)~5$A$?eA+Eb-s?`7TcvloeG^RC>>VcjMDZ zqzhHG5_2bjAxVVFVc`&nLtr@8qUjoGBJwsVpzu2}y>30S*ye(lEYw8fCOo~lAx9x& z4Uv)<m;NikG zkH{*@kv8J_1O`Z~oHuI)C#|lafNs6knMf0zvi21=bADyUg+BRn7ius>eN@8O+VF&Y zx2ko9-_+TZ6ryWiXs4RlapcquLiZX>&U!&CPi}tSUW(G<*Vs*c-3HW8fE&2%>L<}4 z_KUah_a=b7$?>~d$UD^Rq37R*Ltn<^E=^Ag=ZGWYXBYwxZxj%rsp&mS;hJwr;>CWR zRXW=y%Tvt3+efqLr3JoUq=*rNI!5J0`m5fjOY6hXlCT|j>|@Qj+&+%>Ys=1i^wfYc z;6EQoOq0KKRe`@Xl4%xPHP@5h3mjYhqHRUe19AL%$+QQ@X^FK=v9C!$VT*x>JV=Y> zl4^=y$<7?_wv@=5*g!^*`xi>tYZMFW#?M6F#4;@i6Q-Kf?6L>tqU2}liR4}^O+Y^E zG$!+YMIo&Jcj%Qx9Io&3!QXSxNIkkw#TVmTO<$vITl2nT>Y;jr$J-CBPi$nV-?w9w ziWh#u?zSPLvcs}|FYwHjb;?o~812!|k6u33kVY;;V$PP1RkkbqHF|q6QU+O*r$M@9<+H zbG^dk#}QA)`&$|+wB%pF-8W;*i$OS5<1kNIc`Him4VN~eT;1S_SZ7Zk*9fT8l&9U1 z*qMtt3V`(}rUl=^PyJ;GJTf>oafw+|sH&%GMxf*WErlztnY}lbDUs!&v&IZnU&m!s zTuqD;J@dyqL!yH*!%fu_G&aDUsrq)WKs|avJ>!UqBIql`zJc*DIm%S{spKpQa#jxg z(6zHd`(}4x6IQ%{C9PpjEVVm`4pm<%W^S~{l!(c=*v`Y~SDha_g703SCUg{>*fn|B z7k18^<{rNs>HKUaPBlv@(%oHTnNaSx<`QFFx{of}i^0iFa!t$_+&( z&?N`TDFmWJyZ^m2@LoDGn!8wJxPGiYITuWu*lOh;Z(It0uaFTokmJX7#!G$ll4RAZ zi?NREirT9y1XMss>qj&RSWiTZKj~%~8^_P2GJm`2S5AhA|u!)bLV7%{w9tS#ruFwYu^@5cP&+li?|rtWnwLQ1V2} zrJ17g6u`P5{PUz7AyTpT-RiU?*PiDrbn>7$3r_h@rNgyeJLJfKMPO6VueD+GD= z>vRN^=P)#|dVT18i-3i6VfC6N|MC@*TdP>C-*VKmyt6Nn@br!Qz+M)V4QmQ7E#df{ zqy59VlgO1!#xaCI{YB3Ng5}JW5i=KAqbAlsXH1zTpd81@$C(&aW_jd{wR^Yb`!f17 zMu9qn>8rnFwbr2piGE%z=PA5(>JF7vt4Pse#U!~p>+b=KAT>Q%Deg#!Yy52Qth&K#B_h! zf^0h8UOy@de0qmU7&4mFKRe2}Zb})ly>pqM_y=Qe3%YK`JDDC-y_}oLwewg@21&2! zm4pItk0(AVNaWb_z<3Tm5%10{&D;rHamylJ8q)d(pnDsmaEsE-yRogmSCi;RTs3vd z1G@~;y3W?D6VezM zWW)yBS@i_)HG*yeYR1+b%iz$7bW9gOrXm@8Oj)~m>bxPe=kVj;dIt*pc+&*l;evg5 zsxr!Cbu#=#QV*US`84d_!Kaz63^S!lc4n z8i|=hk_ny9E7R5S>sbD{k<+N2huw63k{;6s@GAe}o7E0yrT^KnoHtQfom#%o2Jcmu zBF{&CD4|hZYD+IU6D8b>Up?dATYaXID4O@abzf!IaYwm&~=k(MEF-S~qm@$CoOWEe_mmsxk(( zpKG|6QYtiFFNxL)J)Fwm@_tQ)SdripA?{mT<@>YkEwOW5M40&|nUOw9v=%poJ8_mw$1^3`tb$t>pb1f=E_$CXQ@LC(=v%KQmpWj9V46!D{FX1+lJN{F* zBC|4TjaiZpnzcpnMFBt+FCuRMFw&c7U6FppnS&6?&qho69{u`VqXMY#5S~VAhIFGx zm(c~6{agiOBvySa*m7j4%GBaw6+H5KJ2y%5Wgy>_ag(GQbkFaz>@~OuHGgSc+gXn+ zI%`=Bu4NZ*t7mw65BXx!Qn%U-r3+6C7akGu*>WvglPirr!%TfwF3KlrkOPZ>|BGVR zd^6~suGQTs#lFH4`Xs_j0xIeT#XnEE8tiLa_0`{lWlaXTr)hR4LSwQOAwb;v0$we9 zzlWgUN>O5hZVqy^C%(2*3a7?=&R33r+9Fd#KLBYwBjq^fGh}ylntQ~ODY_Z6OSs4y z+qkcGV=uk<6_-}Bnhl0yQl0H8dw~X=H_Hdaol-wfJ#a3q4TaT{2WU=R>52H zNwU!29NX-ny3n&2r5HyW=~F(p@N-mx-JOl?NF^$2W(#Y{>45tDu5SzpkAHp%_PzK= z>QpUocY|btJV@n_@T9O6{GfXxWj$v)bHHz7;h(lScLtA!6FMc2O4jE1Ay+yxFQ_M% zF>WF;)`0*PGnY0w8ccIgRx?+@aGd?1n!;qc&}%}6tW_r=m+X@1l{Z8(5v`M>jmnf{ zE_uh(_@)lb$?;Z7SO=cpWkhaf%N4n!6m!f!a-wlOYCUstuqROJ=<7_sXPV>ba(IU! zS&3|2(s79jZV#JO1c{wGBNeZi1#URu4ZNfgosSv*_P{T>86DtL?F#KQWwi=TH8paR zlLgd4!&%%a>y?M-5wN}yu58gJP?ZilaUlm8z zH`kS1M)d{0SvqdIz$YG|1+yLjd7Rmi%fqp{2QOqutZ z+Z0+I(p#8D?nXZ#pM*E)l5uO*ES--uq)%lxr8c_nRMoF_UM4*)3$d%2%ylIurf4C| zmX8(iCw!scU#1G7lF;`|TuG9sW{nZ}O0Me&Iv@O1UqkKha6n;Mm_E8x;#BG=h4}B> z!GhTmEKbfhFtdOLa-M~8;&_ta*GQ)P`kg&*_@HrN67t|%vvCUEak(NZSeP4??6Rd zdg6QrI2wV@1#{q>RvmOfc?w_GoCBR%RlERXZk$3zVgl__U<9*bmZz!H8g8pB47fNg z>KOSy$TTLNZyB;xz~A|$Ky~|Ll~!grXoRVbX?1O;B$xL(Ew&vY9z);{_O+jU7;CmP!`wN}vzF&g zoqoHQT-A=i>7U2Oq)5yrMJA5eINpy@1Ijy1?cW)8$D8HoaNzEr$KZe&+dWNV4Qc9t z-N{z(%&_q47r*i_tgdGJQr8Q|69;e_pRz$(^tGwK~(zQz9oz+gS|tG9G<-wqTkC~A{^h?CloLi7&g4yf4qhg~!A zHBx|!mH^E2Z)NOqKcL^6e5Gq&qjrJN7w!)4RPL^cYkuAhs3xnHzGH`^t0tD*!iW88E+}VtRBY&zp0{VTp09XABXcPYLLq!?Z)9n_rTiP@^zR zU%{~_ssvPKJ&-5asXqcmd^I_Xz_|@OHYt(ZFz{mdm-89?=(J*Z_i4@=yo@eKeM*hT zOht6*?*+XOEK_J$niigzm9|ahg{ec}E$8`|%Ih?dWsQ2pG_cQ4xXgrE!xAs>DBG8^ zd2D)pBz^z*mFw}wdpEqCcOC+iHhub1XVPC!q;*>AT?zAP|=imDo z(_C!k=IBHgJNC&~vu;E;HyNy1y9?0KN^b354rD+NT*fzbO`0N;NTHiLKO$G>mhjM_ zRbPpYWKz%Ae_%o^e3i;#_M*e?^htjE@kLxy5`k+YNpSta1`B?dZ<&w-f&XhZz_Z%) z;S?Z8K-?4NH^9!YswKtdmt`uXQ>Nnft&+yI56}>ku=}|BjhUCd`^74ss_#(0GDT-# z{6<0JFnT{&@L8vmJ)_BZ{hQa({Y#)Sq4R@B;6<0r2v~lS^VO~=xwj5JF*Q3&L*Al=YC}!@Rp_$AuKbh6LG;44(H|b*-B5`El;ZA}RvBWd2FH zG>1LrJ4z&w1zkR@ApsTFum>^07)c9jR_n6p*Z2$vNIm)u*eBLNK8sgBHC+f(34v{K z?Ql{+=P~QQ3N@C_-62Bo(3H}9VNZ60CIMWz$^%XC?;Te9xUiQL656|7yi2gP#V?2J zR~7B64do^SGZYa1_A{{hu_;C>3%$z@9hPOe+h3j2$LFkx+E=?&zmOVLNE!T6vI3|8 zW39+~WM%|G0bCwJyFqz0hFI|QHP+-+nCCsavk@`^sKJW2A#wYx&TkoIIOs^#noq9p zRSv&9XsXB`-J>2<7_;~lI!n*K#}y@X<`6=3QT>0M$(Td!<~4hb@1_-k*7fPzOHz*` z{)k3|P9_E&iZycA*pu;OMy2>_g%Gb#VQ;_dh^@nsW>4p%n3fat4^FYpV;}J?Ov36cylJNI#okddP9ooS)9owq9#t44 zeO%>M9}e1XT3fKh8NeW`u9ZZ|_o8@@`YwsR^d!dftruPG3wQS2V$N6d`tP3i>_s|L zoCpQV0Mb^>+IQ6&d*9XjQC!I0eykz|n*;Ma6hN{LB=@qeuyhUxb`X!p=`DxC18>$; z_SIhC2lM|Nk9SG%Bsq2Ezp2ui2tO2^7dA|c;ymNn17H~=lINp$Ie#TDJuU1cGR(Z* zBd?+X;hsW%izn5(pv=gJr|s+)IQ2SH2^*x8Euq1dhBY0_E^Fr`;IJ7Kx&0w5r zbA8172m$igv8Hf%=$tO!5hyplL>w2fc4F zW+XKUSBaovf)ioXDFK+Q=8xa2<87HL9}-FG$k>(i5ve~DS z7PyZ@BxTII`w#Oac!Grdo$uq~P=ivex=8{LOB#ZWdzI=@@D6TF&O^8xBV;Sii zrAct}qLpu-vXU|}pNGsO{;}@aJ{!R;@=K2R73L>&AcLJoLKV!!^ZQj5_$O4O=a)K@ zl`f9ZZGB1R=o~W+oa7Mq6_poN+Nx+-`A1WerP1aXIdy_{=clXJ>4_C{k{?uDhV4Q^ zE}WS;YDgs%dEPF`&q>e4ERd$3@3ontEXk{N4_}guXKs!d{9`cw*(v)+ZV({{j?z9Q zkkmXz=)&mTe5ru>;OQ(N`2Ij9qre31-+QK!PH=@NwQoo&5m>5q9v%sAzA-9MJW`On zNtHl?Aup=Vc()UXlU&`bJ>x@wE7dR3?0|n|CYkj721xUm$YW%#gt-uhA+z&V+u){% z!b#O9p$hRtaD?!0%Wd-Kd5$xW9o}PQ{vlWWQ%!3b8f*R$JVgBhoA34YJ1(CnknnjM z@<E#nLd6D0WO_m*N`@rgutz$2^ayPvk>70^P5z) zA<-{qxQoZTmC92iC@v>{G_E&_9%2yu3{@R%p=U$~vF(Sawek9H4 zwauoemy+qbqg=F)ArCdXo6ES2Y3a?n2ipO_K2fAbc$`C+^d{F!g2igWPv>7v7Mdt| zPwUgDs}PHnv3=Ip7~Gzw zX(<^2K?Y3J3qiI5`-W{$qwQ60u*auBoEFO)rAv+{e8H_m^Lk(}D{AUO&K=rO^CYJ6 zw@3o@yvPXEL^US$>WNrTpfj+&p!3f}ky+&!$H@kqXYWN`bQp#SFU(2OM4?9slt}da z?FgNjQ2c#lDwi;hP%weDz8YPL$qb*@p&0bCE-mP{i%~i2c861t@OMDhz&F-UaSv2Z z;U&&O6A_w)!GXiFn>5U4sNbj4u10==jTy)DQsFL%4NY+a{&-blA6MlIQu|uCC~J6B#um#w=GD zHP)WCL}Fdq)jgTNHNbi9$ItdKQ5&D0C4Vm>@~p-qSi{(Lx1a3^wpPKi&Qn=jB(2v= z$NwEX+)G)CT(Q$7R6u1ow6I{oSe)+#nQJ&hppI-?%6aTC60mdAVAJ^feu4+_4NjV6`!a9W9Hjsl0}J8U zbOKubUAsev!OoRwnaQi^Z=Zl=3TNl8Q;(N&`zeN+8tZ>q;e$V?9Cd?Be(lN_D(|?UE&*$oz9#Zij&EHz(wbZ4#2jWHVN(03KHZs(xnb6_x5i&uqdL=B@ zc{LnVA1+3U#fT_hm`o-Jb=aGnQzy}eOKOUjd^mBQJ1~5frr2%auaF3VFE49G((#e* zU2O@H-K1+e7Jk21c%R?L09djr=SU2%g%8jp^N=_8BdX&wPnt?b0Kl1(Qzt9V2Uj~C zFy%YU@FU_~`SC%PfQvc`ify5R?nT$p3ResY?J11{?IvMfiEh_aY7;O2QnsBY?&hjq zmW*?za;ri8%+Cb$f(M&Fczan?q3<5T!~`xy3j=ZZCRdaykqRxyJbPaI6FH zR%mOS!ifFHM(`4<1`W63U5~&PASR&tDqgE$K-`jD(1xXxwGHjU086%kD&f!Q!g|-6Nvbk$ZbIpr(7Vv|W)n z^nIb+jlHW+B)A1=uefNSYYnecB?eE+y(x6D;Oe289^x;Nwwj~1R~J5Fba?DU-HNZYh8EUY{Z z|MOAgZ6@J1;t9zonvT;~9@q%`LHcf@HTEOV9Wf>V(8&JnD-bUmv82#VdUT9a+~fQh z&-yW$ofyEKrmf!uYRXn!zalvUO{u>$6Spl409?Y~`Z;p5P3Q8=%{YCpOsB3PA|1*e z|KIPSKi~t*)NS$ZL~7t4RE9+s5ove*B&_3rC4vM9|jBl(0JaE3pghM zqzz9lkbe5nw#!0m(`yME-A3sMR*xWS{X2%tvR})jkF%Fee&|(t&|Eij@XCf}uWt+H z+L?g1KIdw_dXrDAPQ~~NsVCqqaz7_;4mi}m`#hYb%}DvB!0hFIOZb({s}#fKr=1Tn zqD&LQn8ak;4Qk(N_ejNlk{w_%5SXrujo>nF{M&Wh$U6g)tE+WV zHLHA771k6Lj-LoG@=|8=_Js5Zap!VZrC0kJ#SFg{^o)BfH}n4L=%%pcZc0iR_FErj zI=#%JtHOQIzg*z&gzCz`W9jcEMnMg|zPAPO75ZpYrWKeUyOZ!qGYe^5a{oFtPvo1t zvz4qc_BJLm9B=1QR-GWUDl;?j*o$Xqr=QbWv#p`x@bK!d=6i{3Pb^Ax`>vF7-)t2< zeM)#R8uC3etLW;I_g}t~_tFYRUj7PC>ZVIQ>O+0BvF%QAg8XBiVu{5fukJakPZ(<$ zPvc*Uk0#%klF(HZ?bvz$`zB|R3%|-2^O?sUg#oJEPIpv2Q`A;r8hE%zGT2WWOEfHg z@vbH3M#Db%oK*iLwi-LbZRBNln-S->$;#}?-{?ek}=PevG@L`Pj;5Jey9HW4J0Z3m|nL!eHuvhHX?~1IkmL= z3~TG#6}yebI3>8L-aU<6uCwXscFg>Ji}2ERHpBCCpGTj2-Lp4!xEld|WB*~~Z|az) zrLSK9H(PfKemr|4HZ-;0LYtKN^=wyzs)*bPTy;HZ+FDiCrUg!Iq zbK1Pr>o?6THa>@MPd0WBYfpb`Rk=yHZg!$-dDW)h@RM6wlhv3pMGtxO zjf#%4BJM{POf!`6^*7D((b?w1F{d;k-(<261v`GDo+b5%v4PI_Ag)zJi1;WVs>!Ki zxoENGB0H*0=exA zAMfjh%(){IR8v5u32EkII}^!q%CM1y@PE zKY7E$JgPx83~C^1uMRHr{-c&bE33**u5gd50FohlW6bX$F|C!RQgQs+>j*6?1*)Cl z`J8BAbL-$+_DZer&<@4p3?8o#n+sfHhOgh>-mi=FN$_nmc0LgoBmXOzyD?=YKkq#B z9q>vpK=n{)lmAkOf_G^xH!I`BaRo2^4N8dhpn=;(tdxJ9J5eJ`e*fWh>`bIL7pOu7 zc`*ny7b>kboo0~#;V{Z^?)tFTbSU7Jwkaap|L0Wp^F3Op??-=ftDK|2y4k|IE2Dv; zp7md#=O?k2%j;{S*}C9ZCmoB|+3R(S{TDq|fB3o^2;6Z(x6ICd-zw-iH`02^_P1B~ zYYQs>=@Xuewa(vY5(H1D{0cAXNfF}t!v8X>RAY7+B0LkFpWT*Hhb0ym)p$y+`b0PF zycO+`nFG93+>vReGmT}c`n1|u4;q^xvaNWKXs&tJyFI6s6;%AyU*VW!uE(?Zq|bBj zY-YZw_-nG5U0hc?I#P;P(BpkuWH1w+_!$ApLVAZb)Q({UGt(Nsm2CBkpWD!QsD$DT zuW5DK`bbXp;eP>tp5A946#Xe!kd><}S>+iU8%5tRK3VKo{@1ei{PyWy9ZSEV zhKavjvQU;=vUlrAn$W&`QDqd)P`dP26eT`9E(6Zz`!yvT8QLX%%u?9SZCv~4} z-Vl~M{VEaUrMRIvp{d-2&K&zh;LT{AgXBGS-mWdGT{hRZ-UARl=_K zx8;vdK|-&7j$w`CsGA!43m@;v34QDt%XCwbVK4c~9w=(!`7>@q0c;$Oo&0ZKLg7F* z3;E%X>o?I1c8@_T&2|PgzfR<}Knc+#;lBlp4t*`w7gc2$WKtP?XD(=6*Y5n^Z*kY8 zv~Js4vkRG&JIq6b*=oe`N%a5x{TTckHo&L1Vcr+{e&H@kL?^`_+mjAgsot9VYo|5s znVek<*H@`8gulBTJ5b^Sx)i&kc{97@q!zoG8&dmSy+@&GG*OW?G1-1q z-*M=$=pCB74fdImjJ~9>SpPn^8vAj|*v4|K(`>?Tez}^t&=yDxX7Tdp_tz4s$D6wg z3;o7Tw=`sLyheSB_K;GnLO%$VkqS!Szd?9gH=*FNb{wbd7F+ZrIu|`!W5b~N!9|UG zO^Sc*y|#_Qnervg%!@pw(Fam4&I6|~EQbq6I>V1&j{yzY3?_r}fn%#CE>zzxXN<)= z?`4)8h}!(Whpl~$Dxl9d0DphAu(|F<@TG&qqn|5?l`-Bf$G7eMDW61;#`<&nj9uk- zNnvcn%&v7|`MAD;CYr*{VD{fG2}O=w&iMfxfFf%jp`U4mMqee!Ay9 z1@pH-DW4?Ye{f5tE$?`@`1|XH)aAXb_tT8mwzqR~QBfZ|qo}q#j2+`Gw2FEm)>gP$ zw#x13L?f4k$sAI)!16VpSaF);SoG10t`5AXQ0Ze@u`&jD^?Wo*v0ELe^&3F^-QJW$ zUT}*l^VXA(N^Q@mi@MvHQE9L6GpImdjU=;762ovklf+d;(hWy=^GYTO&Pec4CGK=X z^^&~(@+XmjQ6*^8_dV-rRU6ft)$ixmKXp9idHkuf)QhgA#1tlV=~U9g{S!LOY<166 z*w&bTx_Yc*Y1dOqEM2g#-;NYH@ye}#pwq2X#NMLojZ`4uFhEkoc37SoUrQtz7UHjr zO&NUz9mZ_ewCCUU55Mm9?tfL!{<2<&o)zWBdyiGL5!DCA`lJ^7-e)u(D=g++@-$g# zHi~!~0erV$=={|BDeC#BttftE&35PrpV{wOEtGuisLbVjLB)OHy}cuIqnjTt+%vXQ z`*^$cXERK}Gidkuh5^$-s&Dp+2rbYkY_gk({C48mb3yKMMaTRv;q(vrUqbFbum=CS zH_B5`s5ZcV5emBM8gTj*x;Uy$fQF?^?D|PYpY&aL;?7$AE_HFXE$@EB>8Umc*onDK zm~p;Li}i4kNx`M7-3k>TtWQc134h_~d*aQmvH+ome)b_dlgDl{KY;x&=VM(+L)q#| zh5_ZHQ6VIfWLex92&u1gpR_x^m#^*b)Qil8!|z;nc>li^ zqIm_|Vgp;N997&0j(yg-z`FGheLi)f%jxt}WXKIq^2^XlJqzDX8Lgr4=BDIzQ1F&^ z{~zz#YvQAWWLD+J?BPNLxHn4}&;y#HavSYeHZ)r+G{Z13FersazE|7m&r~{mF|?+*q9-m{zY z3>NFlM?G-ckW-5&y+-sBbLmm)iggV+g^5MwoE_>8k*f)J6v0|bsLzVSZ3Z;k*01`! zZ13fQ8dmP@>C}ts0!w= zPg~XL3?i2!juqD<(-KcM*FM$nYACI;*SZObmt~j)RwKjOGtN4WJ?TNO$?IXlXPSe* zy1Dv2tqsb^)_IbK>~|#ldVKP`P>HpQs4u8sEO3c>HH$q;+!LDA&kTW|7+pT;pIY5T zC@f|lL!S+jMJ*wx?|kMnrNrX3#><>$0>#tPm8@VaXUYHjz2~r4q^2KYfn9KF`MdU- zs(dvw1YmB~_O@32W%P>T{_`6~hqv+$r{8oLD~x$QuAO-pnFZ_o!{jM>ykS!qak=J& z=wgBEVV~L!LP;Q-TmYv*Lvu&!f!|aVK_Vu=Xpw)eJ{4VC|sCWB=tXh0; zXyS_2XnBgppUF+;!qv-)W>YUa?qv!`s(7x%ylx#I$)463x}oozWummN_zXx7pt>$( z4^DZs^0G0|?*ET(he39Ruia*8&7z?ZnA6&Otn9Q1=v$Y<@>hlL{QL94qAxytdL8^p z(n_K-O2dizAVma<#-9H5p1LrMyJYn^jtN^2TsnNe-hFd@3XxjTsp@%==svXQ{jUC( zvSV?80rkP>j?gJ5zMHU9`1+a?bNSdUJ9w(nj6tNOm8qER#@bKawnN+L+}~M9SDNsd z?0#pCZK2T26IgC-h!RQ^TaIvJ$Tc+?xM!<%zlaxdv{sd9=j z+Y4(fbnLO9&!z$skfui#?)->K8JSP>fpNJhPHt(;Vgs2gss~UKqbSBt%h<_NxLE5+ zB6RB4RJin|74Kc$mcmRiu+Tllv&GKzgXpgS#=bpExzugg@yXbyk?K>GV7pI@tuM7E zDZO#*Q|F9!+X_l5bnaGU#Yuo{Eq}6+ipiACpIwKMdrkAdquy0FJ1wj01s;CaK|vcQ zirxq?h^P9P7#D;LnxKJd3SugCd8bEjq&AaZM>(9~78O387>jdSOICsg11bzJh8}kr zGcOKa>g}j0==4I(76v$Olg!-;BRkIcGaryfbt2Q%F85k?_vM6be8Bg5YJLXlMW&sl ztu($lT`?qN4V1OsS|fCF>N{OlZ^#RS#5M1**t8F~*>S;5-&Lmi7|0DnLJfGrhXwzY zl%90WF>``-Pe^d=3|kWE!=KfUqBXR~;J!Y!x%I)iUm@uX%9k6^L3jNH16fL9CVkm( z=j|4|PK6sji_@`t5C;(5y=>SOlinMh{)H})6Yg^t77#hQrLi-0!m=e?wsk7)xr}kH z<7r>#1zzNe>}v0r<`f)@?T-undbqN94l@2Q{W~HU+KM`a=fDmBsNAh-vV@XDFhR!^ zbq-nIeo{|UoQnTG>>S51$oogLPr$UpwLP;$^G9Ojt&ex{UlmCov!AmdAeir6*TM&rH)-eG*dJ zALV9mJ(;Y}B)2}=1MaHPp^IKXtK0{H4mT8GPx?WgY`+6l{Z}{&$HH#HJPlJA zGX+gW8Li$D$@4XM&AT3z*8YrCvum~ZVcsIRieAa(qA+ z-&cu~y0><7?ng%oDTXud4__WEEVOPr(jA~7edzA|ZhIJ*au~cWvTq_b9uh=9s&B-R zpV0qIHn?`dOaGkBcaOjc%pxO~n+Es|#%U-I$e?1hwQvn>Q@fHC?i>LmS_83KqbV?d z_csqD_Du{ws`u>OFj(gDHyYgd9p62-f4URr)! z-z#+>z0YVmX-6L2b^DizLdsJK<%+4a^?zHtUqCCZzI^f)K%4h|ko#l5ZWH{hFj(L5 zqoeDmP&R*%?>fh#=Y*xHdEV5VA5pt!hu8RCwe?BHRU0|2Yv;V{{w!zVe~*+JGlcMA z>dv0MX!nE>^9spfk*l*K*Z!Q!6Cd6bIJzC}_dw+=pYpBxFd#NPa4Adep(gRHK)-`Y z!pA3ahhwv|O=*~Vh!Ljnvcb-+=s*{P#4We|Dz+tMQvk1_%F*i7%W9wgN>5g4H^@a!p}x??X|C zKHe0nx^!RjH&%I^ytsETx z<9+AO?9BePvpe^mbMKz>d>*nj-ybdFL3T3Wt7gD!Qu9}Z+%u2QtEw$PKbJE(#eN;P zJZhgN%vf7HxZ52;Dow7@E_Gj;g6Se13F5DPf8+1Aan~xkrrLxlzuFTaOF+K|hdog_ zR0q5iCpI^qM#i2-8?lac^c{9f%BBNAn4`a{(A>q<@?+zwD8}%$)0#XQCAKAi8FS(8 z-a=k9*cKp+O?G;b%1k_xKGsaGt8;)9UmgDRek;7JFsYRAH_Rk8zr+}&=Cp1b-_~Va zvuDpiD@aZ#=G7MtUKcSoU)P}vUT!Hl{`g4hy zJMxPio9)Ij4=x3!Fxl>(h`%D}u(bAlv@KW0;q~{uH`x#XPIaSSuS>laACSH)@XFlR z%LO8o)3#2I1n$<~Xuc-Y{HqL;@uYh0iPq1VMI%ce4No9OO)b*L8Z|g^dR+rUXVD85 zExG?g=Rf00oOlAkytg;yKSFMfpz=_LuHrsIX{*(4rNZgfG;OI!kFFlN#*`+ef6P)_ z(5%w82C5Eqk```4QkNBSBySqLa0n$De`cEX<6`|ck6K77 zMi;p~c`h7~K=)X?|4+ib3K-<^e!O*u`x^SHEdaAxq@D|maqj*gy+LOxURj=VA9j!l z^g2xsK=7I4jT)#Q80&~*m^8yar=}K4JL8C2Z_^P$B>=NdygZRMm0NAvDuu&EojDg( zg30hLwc{;ou^&UK_w;E$B?sdL0e@y6tNxF}MWn!QA@RC}(O(dW`!8=!6 z$hJZ_#9b0-7&@aeHgh{sL-w54U=8I{WK1_Sdx{rp+a@&29dPtu=nXu6G&-kL4L>{MANNih;MB$ehVXkHTmcy(t~94>T!Yxqvtq z9s3jG&@GY3Z@LkqCEoiVxQyhfAW4%^!PLWwl$2ZZi}8we=i1$QaYwVG<3T~BA-)gO zim=e8UKhs=cRnU>Xwn#@$>>YOuwdo>D^hYu60wTaUWmgM@-?AlETV6-{^`{zd)>zK z+pLFyT6v0FHAy*=hY$1BHmH_Ed9`#kS3!Zw z;!`2$w(TJIJX7^P9Cpl|mQ>(F1j-PRy9+1F6+)_wSKkXH-R~6cNh8 zQ|-Q;>SZVG;9Ij)pC+Ypj&Sc4W9OyA9%Nf@R$uLv4=tsiDDRc& zsPEIaibxpa*1mxiG)e9zFg8qL2qPSUo%nGJhe%Np&@BJ&C-BIN1#Sy;{>GObQ5JOj zKA@BEv|hzDfxt#MdhtRwWGggo1eyKGX)T8=!fVwsuXyo*#Iof1XbV_#;YV0%<2#}Z zs`d_o{K_8aai$%6_Q&zHf0hpJ3%S-d0rm}9N2S~9yq#M1bpu1TA;mXeZK#;?NZ|*} zQ#n35KbWsC981Y%4Nv?v3fX&8X|xG(e)}Yk9p{N=*KI5wD50-96?E1rZAwDcl9{kA z?(Tl5AI9QeH%$eG4+&Ga2VFmoo-!jXY;#wjY`zr1s-#Vf**Cnte34S zNk#q@QDns|+s|84u?+}D}z@s@K_PHh@$RkouG+o`*OVj!O+&!=L{r&~{};BB+< zd4eipF9CB?9^m>@zPdLqqDM-gw{~t#$Oe+OynSyC ziXkxVkF6qMvAH=`76QWJ;h@cfIN;z|USaEax<=$xff)z~pZG~yZXG=%Df#zlQ_(BH z>yew+_f`HO%chJU6X^K(Cc1~?+;7|`VY#&PE9xL4rH#ELp{*?ZOJLAzs-a$`kwb33 zofLF8-W~d3RoEwhA)X-lIW0(6JD)yU&SSnJddR6z#(IdW2A6?D1!WFfyx&~x!U&&v zJYS7b28RgB9tN+7_HhCG(NE6;pK%&mX6u1MGUe4}v_>veRTt*0DgC5$dW}0s?cdcq zD2{Nf+G*nCCBLtpTXBlq8Ds5qrfhAPIkxNsvUMWpqn=7Yxn?M`zlD0N&%5y+sBxx3 z0J(CiMzJfZ^LAr>@QJFJVU{a9VDQf<*u zCTewYbnu2_(N3MZW7?rw`CRw4@uUjYsaWLB^&0#AT-Yfo0rY@Qr+ZhM{z=c1aL_P?dbdE)p8ZI z?1|bJ$2T%~)-D`&SMpYrgI~bdQ;tZ}MX|+A23z!-+C}Ez0_uBLcgQ$L8VesGTi^;T z_-v+h*tDpuZ_G`{^ws>-Q}vTf1Fp!>Z>lQ$O*I0*Wi_|>U%uheH@kq=*sR6k)Cu${DsSx;OCtTv>D?mt*-mO7y zMbTSbV6js{XB})-oJwB5Q+I5xszk6Nq9oJ8k6=0jN<{-O?RftbrY0OZaPEO|cz&D1dP?Wn1^aN#_{)Iivw{+u&1Zf*`Ekqp(@xn> zn6Sc;ebnSa;ZP+{gjyycX7TBj(wb5e?N)rR;3RC3Y95AwrEAQNVCQNc zhZwX>4w7ZGPU?uBAW;=gg*&HJ&Y{fKzS+K902P&`y zts;kIH8%x1zWo}qa_O%QNxWA<FA%8av@av3(DHK)W?yZx|C*`vr?yur(?{i!v1~{&8If$-C zORU>e)|b@99YjO}a8K#wG}PjS8tc7a84()rY=x;t$~&5aLImjCiAIEJ&FwYWc(gsE zGM+ubs_}@pvf3HeU)(TrGJisXOyTP@IG$6Jt(fc;`L85jLGZoFTpE*x(n7VvHD4I&Z9IURR9I_$=8m2H6&zKRKA z@0ZcRqdf9OWcRc{2LH_tRgA#tj$U$T%VbJ6ZLWEn?(&bk7y4_YTTen8PVqjo)mFv$ zLf72_K06zK8J)n^X|>Q2uQ4%ZSJWA>P!_NJUUK4eeN+aK^cyfwj_R~+gzVY##s%Vp z)*~gl_A#smQDEU0_P8CC4QGW}c6ixFPYQ^$0{UwcSJxq`5`*#-ax4!a4QYAt&GYG4 zgALKmko&d2`#giiPBp~=qhYx-6%~6m4tt)g@M7zOclsNiMf#EIyG$jq0qgH3U)459 z*P)u@Ts)@|qLM0EzsUV|H;H>Q_3b21kfOxyuyOX*7xS#%(JU2Qy`9&zw|hnToWm1; z0id)*7=cAY63!KHe0JQu-nVP%l}!{g?5yBdbhunq4H+`^;NLf0w|E8>YvpecMTyq< zRc(&LV_3~6@I5S!t*`grOJxSFI>5brwGYbg?)w!6SVH46<{7A;MaJxhMevDqnBu18Fhe+GB1!153E4qjmo0t5n+S21e4 z6Y1)XEr;aBB_J^Hl$G?ckcbw1&YrjY5o%_TJeSFP(tuxg*{V=&O)pz20_igRm~9u< za!@VZyzjl$)AV;g?7&dd0UUozLXE( zg`&WjE*ajCCxEYf**LI|E2%*%=-5*jzE-c#>u1;YZSF8cjO`v@!oF2MK8WYV^^F^U zn2{h$USfH}KBKxG)5=~qesBX)Eg;2g4SG~-x1qs%T4OyPrXeRLbs1e0A3V`4@QRO8 zc4%ab1GoY7G;KB_eY)NShpuV;zOy6o?FWVWuz;X*nCb*BKpmjUIZnV7jT|2kyeTZe zi0_B_b}LR5A@(vXeOyGTN7lIcD+7a%#`7yUZgchPM@oCR>)yC)9^!xFuHJrFj*9hB zuwT+ylOX5c?Ux*D58<9M3H<`#P^%lq5|mE;1vQW*^%^_5UVpC<6!e#we!9X^3@P2x^_9|)CI7pAniqJ{UMSpJv#`}q?ENL~)_c@f@?Yr2awX*I++X?Kn zYMfpupz!Xi`ThBC#&7o^T+7fDo)|!iTzO!qYNxqT)*PjJ7hD*=@~kgli_Q^wBK6EZ z5rbFG4UcOIoRaOS|LFIA^?AI=#BoAkr}}~mDKeo;?+nbK7)i4;nsPDWBW-<Vc<)Ed+rOesk4u=M8^eL~D@Ej3 zJI+sI35IfKic52;;aVdW8btD+*mXhzze>=6zkf{i830yz*ETcbITy~O%~~4 zNyu3J6CM4j>aT4N)+1)mDzcFccz5g)V>L`x()T_9`*g)}EdPa^&XJCYSOutv!nmz* z&wP0`8X3tu?G$r$xG+jvpD{NSQ8qJ2Sk9k4Q3xE`B`Sn{{?mMgq7tnXM~i60Wu07j z5A(k{%=Go0b$J{5?RTBdgLb(? z)e5$k(E3aQ7`|P`;ikJ`=DR;}*S#I3c;y1KTUT2N>g*dB^_Q3}>utYrtMAN~7$e1!`g=-I@~FA5kvc}Yy8O(p7FpPy2bWq+kdQ^ujaf9{)E!f}F>cAJtdHdVudwPPzUB86bbFA)GWPgMQDyY}KqeT2d?18q zgq3vRf12rbhS`NjL`~YYL?)eh#QNxV7C*snR3hyx&!(1-?iw?yf=~bU+?9i5UL(FU z-l~W;2YZ;mViY~4bgKN_a4bp?1G@he|15D>+Epf_;H?*C#(V-4-s&Nl$3?b&L?vdU zM+To4op2?<{3>9j^yBtJnwL|7r>L@vp`~?RP`rYu@_y@hnRLLnh-0s*-B3wi;Lkzu z$XVyDm(||xwzp|nwr2uh7WXVqeGkB8$Zj5S^G?+^ui`*f8g$(#iYc*j@0Y`t?aJOl zPlqUb3?R+j;y-G6sn`Vm-Pk>~C;V$?LBWAJxqH)zL zKJU^h#*eP`tv|U3hX-bk^M$uF0((VyWqX(rY0;o{=A61?<0?d^Qgr_0rPpKPZ%yQ@ zu&EGRYk9Dxo?PoE5`@Vc!l@zWEzx$4+^LO98AKZ?b z+n!D~&IkIDI>V)+zwjySbnKV=+6ZQ^+Ba&>?qmW2*Lzra)zlXP`=pbyJj>tFylx*i z=Rg%ZE)NJmLDwa7#s0JsDW5Lc52)9@{=kQ8^j|-_B;$R)s%kDz_vCk}P=?YKOSq^U z+u>Q@!txUVj@DAtw(`rQ=m(3T3Ca(~`=?Idnk1n0-_(A~U&Lm(Y7(yJ8C>P!QiZHP zujaQFJJ{p&Y^&yqh|g*z`s2SeTnUVRGySdl#K54Xl{oV-+hk*L`SjE{?`4zXCE(t) z3t5yYRqGyYY4QA6H>#6`LbFgtVKR04oKp6b>t#9SdKlLEP4^xbv7e=9)rbUAuNRif-_c)sepv zoyLvkOB1g#>WxhsYc4OxW`FTUR6ISfUfY+g6wTD1hRyBly$;ya>3uT1GrRR>D#?I1 zl||%zKE&hoto|FHq+ww2*r1m}Eu|mFn)}Cme?992mBcjZZF0+Xcm@6Jo2yBPTx${XJ^R{t(DxM=n0M6k81;O8M5H;c8V z-R++O>f#J(SqT*-8#A|tx1PUkJ~`s>clcfGN_zZ(BzDlc5rC`Hx8ZAF{xo{Ru#Nba z&`Nca%x@~48+sa#ObGEvKfTh`KXvOben3V@C*ka3A-V^0vcUsEOV1ynAGDBIS#iE? z_!^WF6L&bZo&U@iVyPhl42n>!u{j!ya74Y%plUbH1a}qLG%8KxtqklBRn=C>t@NpCP*96=CKgLzz+)Kf`!~o~~YOZ8z7V+HX z+Sx|(Ti*Cf%;&~-{~R0i+D?4W;Z+8q2x{3sB9u(YkjM-Km7=&Co z*{sMMHnMg4H^Q%>H+7Yz^HzSfYW7&a33;p*Sc~Fk*+{>Z`#k)Dl*5epQ6Ii&grfCz z#x;tvufMUC6}c}0hh6q&@D(#YNN7h(e$VG+`TO2e-z%Z+s&~V|u$9IYlSs%|N!yaI z;hkDq6-vE!=T3iy=#%MZ*$$1YkIP2cHtYLHuZ0}Hz4kf%I|y=f>DhR7p%GZa!D6Ph zuWan_*p_4D0-94&pdr6e_iu9!)y^BXvN|u^-yBN2e%Iuv{<+O%(P1k?%>00L$%`eV zzK{*&4vS^1yF3)Uuz1t4aVLwd^NZxjVKL8igxk}9<-V8EDq>i1&3Uzra0JBORT*vi zvVB+@*JVyh9+NvlPh;TcB1*Qd4ZqO}GLp=gC2P_(9h+y=vfV@8GdFTnZ64x&l=*k< z8RT1x_SU|Ow(7sgXt)_3v{BC51PHv1Mrf7Q^Nq}EN<+IeGpAPiAKLJ4^%4Yom9{@s z?#ek;+HTzeoc;bD$GvIbyDLDpeSZiU5#?p{D%D&T-2EP-alEwrqOZA@z=0%hO{20# zk`bd-D=O)0;b$}Ngbj*rlyt23+@2g$t6k%WJmGv)SD~N1-1w|>)h5Or9;2mDTljlD z_K34Qg~&r)5~h6ByW0#=o?mzEWEscspN@+nbDkhA0}~>Px@1E|b@mzAkYn#Uhdo6rd#^t}i`@La~l_A@R2LJn!E&7ePziLY6PsPlRSTzf5x7zF%w8-(N>2Wt$x(Q!w} zdTnp35e&Tq2%1MzouaOC<~}Lz58o>&H1Co`dbM4~CDmFs=%mVAXxW9AO(P?-X=9<| z4lYkH=7_9W3yt#U4i~l`FseN<>NKiTk#@7|V*y4R&uY0};2k#h7m! z?ceH-P+9XNzISZ8y|ApiFx)h{JU1`AV!kZ}P&u>5d#XGt#dxgckG%rajdD#gNXU-6 z0+ju3*2)GhxnjG&WzX$(3GL~9lD=poe4Jo)<$iGNo62wbZNmoD80oPV#_|Kl?8E6q zTEs3&cx21?Z?LY=Hhl0MWP9}rzW?U*zjqqL=iz}-3B4cc@)~X3^K%;8TDtn4d0N38 zsv3E0N$Fh-YS;ic8}8=wjB(2Y$u}TTyLzTYuouNp#xRhCwUnL+qhTR`) zv!4LQ3I=hnJl7m$`Fk&*C7B$&8W)SICs*`*c=#Q{R>ZGT5~h0+RN8UFm2l-cLBZ-{ z-_mA6sHGD4&eenT7UkX4GvPsX+u?>qqqGQOPBffy{jMGKxZ!u+Q+srTZ; zySyT5zSJ4FjhPH#VADs!i$@Lv9R&c}f6Lq@cLgL5`S?|uW(?pUOrEJLTE<~$u5Oi$ znbe_rx(YGV#g59&zAOIv+p*UZgQ7sv5o82CKsE_&>B)aqRhgHARrIwtHLQZ1+24eAb9xrPp*3CAG z$=*@md_74T$H;Z^<>i%bdl{|7?u|vKau=|!Brb**wbyh3^FuH7>mtkQo&t`_X(#jj zMO1T)UG`g4fQ6VVpZ(?M4txJ7@-Y=BSQPZ_&+dVF2Ef6{zWzRpZH44J^_cE%yzN+yb3o&#N%*Q78*Wnw@X@H!PJy5MRpAl#m zJ8CiVThb%pO6)3gP}pSHg&K!nxd^&wc9Mz#*^RgwJ2>UE}j#RB1Fn+J88a}>3g?V&9^l6~|VJN=#=alxm zf5}F=w2iHhD=yn^`-B-Rg?eo!DCGjIl|Hr!`cDLF0DBts^TCkKvR&~}O&z1@nPNHf z*)9xYdkU~bK?;v|ONMOb>Op<}_RBQORw?hCCw4Pr(r;Pz_vR|zABC~UC8c5fb4f%^ znO&eJ(e*R&aZ7Sox*@ju!MYx-f0ch*^olIg)XBVHn^Q8$V3)cav8!DDPb=BoGfD^| z5VLgyXx|%-0X6MsSi~P5)+9aMDA=C76Qkn-+~tSOn}vwJ?B1QTUqB7p$+OsDk&mGD zAKVV+x-Twzx@9-_00tG|)tjwC-Sa$0j|OJnCbI8jz>u|b{bxl|iFfD~@`vw9R<4o` z3XmrxAVRaBZ^+l?)tkunD&Dcv-P6aod(~|LzLTw#AbuwNAr#_nu*m`MADZeE7S*_U z50}>uAU>rYkM5@`+)=*g@CB{7r@?#Yo2FsF*(AH$o)T1=c~nx0A>zLQ31(d^a8scv zSakMT@23&d+C-dwJ0F^o-X83QGaW^Tm(kV*JfOS9%Z0n`Nyi??LxH(cK_OI{vHH$= zdb=el%<_k?XH#r>eCw$kcY6NBVL(dkpYUz)yVW$?Khk1*^h!4ix}5?Cbp)S(*!f=~ znV&zn);_{yS?T-^%gW)RuQQMsTbW1V9u!#$3>@5P`E8QRnqE74l0;{}f0aj`Y?v_M%iJar9g0{Ee315%6HC{C|s<+G_nr!4wgu@^7Y}=&VXF0nl!` zjY``u%h^EkAKU#fq9GN)LGc!YOOE**W>D@3F4vOL&+ggY{@;$;H(Xa(l`k1|DiXo9 zNTxm|C{I%S@t1w4hPu!u6OOTZroB6NO)RdsCdoVGE?en?yBbksxR0NuTaAB2aA?> z1&ftU*)~pw?SNg;Swd8r2&?RoZCJtbFTW9RdE>hDI8C^_!()`9I%v8mI5Qj(-;ca@ zl~80=>;Mv-IyZRBF+0Xt)g|9E>Co4~8cV-7-*T$LIXik{&cC?bQ`7fz?6^nxIL7^@ zxFSpw0~%^NDjK5ONFwi2>y4d-qY#6lHFa>w!BFjK`#Ngo)& z5hPHjpZ)NT3n01y_5uL^9MLw_ISm>irmJj18c1smDVk-IRZKY#(LiI`ox?bz5M}SK z#r>AcvX`ievrObE@ya0e9V?mRFJxkJ@cVw493XCT&t_2LA&o!A)iwKNOh)0{qs5|W z!r9&0&nQzQTgKE^8TL&P{&HL0%F_^W`9w^JMQ_r1)GA@pSGsLiIL2fNYnjXHW|mj% zFHvXVwJsm?+?A<%n-wyRe1sH8Ef*nsM$X(Txrx)Gy_~b%qx zW7ahFq7fNxIPL3T5tJQUQx{VvNHXck>)frj@Ep7~l!!5cI#5gJ(%EGat7?0q|NG}F zqvB3gd+2den>{^wtPH{xjIoK?+&9b%Z6X#k|?hpbbf2r1BqFW zrwxm07|+KkS22z)j#lDY%vWGMi6h|bdZYRQ;l}eTe+X~3Q&IOh_V6v1vRX$z_kLwW zG%V9!=OjoJt8Y#@H;Pw(^8WA<7flk5>3F_0U;TBRhBBM_m(f?@%tkb3cOzjrEat#} z267-gw5j!MXL0*fM#GhGOp#~m5B;XNW4Z<-scNEAKVC19d>h!(7RY zpr2~0`M#BloP7ui(N*A$?R@^my>{H|qU8pXt;?isb6OpF`8KPrS4vo4K`N<$tbMh= z{t4~OEGVpPHy{ndKprGcA8%MVY~bg)|Me8%bR*uTsv-zXb644o>%?ogKlfbW1JMqi z!6Q3OZIUlUetHrkF5VwKc6b*0!&D~el~pmY=|AqAj{j8nZ|!=$$c4QEOdH|TDX+kn z;iK0GsBm@e9(Tp2M|i;uXX8{6$LQ1RZY|-Y8AWD-VD=g`D)=cwiwZGd|D;dDU-+dt zY=`+TX7YPZ={k!MhWxs*53Y@D(Ij4a?r9D?X8D!j-|Sz_yFVD-L-zSNGAd6|dc3y& zfPa2}??Z(r)ZaPvhl4V)%2rrgcoZ1U|)|Skp{7Z%S@{G$`f{+?a%Bic)t89pa+zyb}jh zWz>NH~5NOo_723+s*+YOq&JC6(}L_+VmQ@D*OVS zwHjJ(oswq}s$=%w_MKUA86iygpmW2&;Pv+X!KvgKo@KGm_uqR3Z$|6mw#|ax6(fR1 zS3JD!jiz&|KV|ArA*c!QueNfVge}!|b)jVUYF8BqYj6LTtpJM;b%PZtG|5@+PxsFZ zWrO6t7<=U2S3B|hd69kf^B=vI5)Wp7s3SM+r$FRjJ1^5hrIohc472m9S+3^C@g;Sb ztwm-lMcmoeSJvB-#zE(!&kMY1N#(LgXjIjK!H(aPIJ`dvCtw=ePH=u~<`MK02;+$c z#^WPHT)7~mN(w}%%nR%H98k^09DA|X#FIcW?zBM*M}B&!^&&*RG1*s&*sXEHS12ch zN6Iz(O{_+T!lsLbPe#tRmnxcO8)4&xGqxjY??RGMhP}{^@FH80tYV^9;JoB1L_ zS606BxD@==xgk%Bqhhg^f);#XE^mIktzZ#>3CR*7+iOWfEQZF{w55|6N!A#Jj25X` zTR!T>o}PFU)hyf@dJjKQd+-VW<&NmX4WDiE_P z1noO&oD#Z@K2o1rd`3~+P7&S-+{SwG+f1rV!*Lm+||hs~u8x z=rJ~BIT?MVXI{WM+g^=ViId3qbadKPpu;jkeYrd~Ar6yi`RZ=wQJ|Apa}a6*<(!?d z{P(M^UhfdHa(+cermFA`$;J?`wU%?v(4FZt9iDe&BjbjL#t>dGRVBm!k_uv(PgB&r zyp+KHr=)SWYG0?8BicXE%$Tu+b;|`>a-HaM2qGG~jlQI8a{pUZkxLz#VqiwyV!POp zF$}ZkqUU^kwJ5Y0;@^wxSG)sK3_(BjejjLD-DD1VGu+#BRG!TtpNhRfRXUNK?b^Od zZuyDM*#3GbTG@W;|S(inCQu@svDh`@_V$5wg{PZ^Ibt7TC8`~<~t-F z?(ZonM@Q)3s~Q#>QmnNl{~o|obDmT4&0hVAWz6L)lH-`ql#xNQvlJg!+!&aUd;Rzs zl~#A44H1TSM6@Z4Hd-7_o|u6_A9i4PpVaE^$8vopwhIxliBOMSC$n58>eY zcz?AMWA7Ujtq{9%g;Ope9cfve|52x(PTsVUf^jxIzeA-O(0H6NH-Yw3mZ_@cG;H(d zlreyUx#tdt1ocgXO{1H1@{j9@%)~4(zA*k)Im* z>35#6>xa&-r?I;(6Vt7p4Z#sd`w!D(JFL7gn$%owW^R~ao~)?Q=XUNPKM!cGJmt0g zUycM`w4VbSs3*$NPuigez<2PUKvb>#`4NXX?n%XbIA2OK_K^J}pMKgJi8rG`JX zH>(O~_lWM0bIq8bEY^}If*1BV#o9;>Jv%#Cewh+H|H@Lx!;?}mm}@0igRj$JBkIFq zoO^cOrS6msB=nYeUhMv|V%ocDlhKvO1Ht+INCj9>BJEyi#vl;kJSb{O^Tfy;Z+&Vm zoR_XWY>)P~kgI!s5ADQ!oZ!Bv%M|)sf*+BcP?yjR0Q9E_Qq`o*zfYY@dh zlw}sZLa=ukr#akxKH1q0_L|u&S!27NL|VEeFhquZpKnag0u(RyTM!FFpXNC=<=^(k znmn$np4`c?=7ZiOo}Fz@_0%Nn5pM7coeJb#5+|lXjWdGZqXPfdpap(xWujYP7Ta>O zC=se(uY^qXk>5i62|8Qgr zDkL5UTz_;dryT52!PWPN4iJ1_EYwtx3mfBP2KaM7BWt3WTDp`!|7!6sHzs90GN<3@=O(B%6#aH#SX8(DgoTo#`;QG1~E_1n2QS=%O{yl*{1T?)CsdXx zPiq(Mz7|vBnq4V#ye|8kqc&esJn`d}SgNnYtcevT_xB@2og~4)OKo=l zpSFoxkXk1*(cI0YL$eoE1MX{m++rD6`EE?E#w{Wjnv&1e$2>fU!2B2FN=DpX1~7V9kBm8j#NJ<+ww$6 z4Vc`@mr9R@GPc-<(7zwjT0{-0id(#hnF;iJXl_ob61&L#531jTIIC4{*3ess+k9?;xW*Go{eU@oxVoam7oi`;YKyh1g@G6+-L7 z=^=KBrD`mx4Ya*=$SD>)V?a88B0Z_uS8(v+G<0L4V$SDdJ{LJ(&XxjVt~TBlkwU78 zYS^9p!$@xwrwzYI63h#JF0*r*=v`Lvl$K|ozd$|)7*GOj1q=)?&jO_Y(4ljenk|!* zf2Q)*zMCj^%J=rM73TdEgVS3y($wEw>Th-SpkT5m?u!@^1?o*#~_MRLYWyX1G9M~J+cc5?XR zkL+nAVI3?)dsbvh{IO~UT(be6e*maz|NZH&VSra^6O##9OSXK^J@*RRANDTeDvvCg zV|%b!UU7K7i_H}(?vJSe)R3;VPHWNgh^u9)E?Xs%aWX#C9K`u-Ig0H4W0chy{LtQsH<382 z*p7A8Crw*wiUQJY%$N8~(UfEIi)T&*F~qAQ;CcorI13P6+OjP4*~A=hs82KAooOC! z(+*8tXL3?>3>SmXVVS9X7Drf*!IJCw5;#3-sP^=J`isMv>nD)wet1hAS0gw5 za2_YE0YL@impnIG(b39V^!)A~=N*Zm7slpdtB}1o#9X@45P)0|8y#UgiC33`RT&U7 z!t@qF9fw6u%tWuxImn2n6g>(y_)%Q)AzLrJccBA`(;x}HE`SsIxoE}vh7uc3=gBVktdl3X8%m^vs z1wmma)$)p00HSS?BnhZI^>I_E-jul}wb#(sMN_;n{(e)`kif48G*9+Y%D`K0U&$D= z;~r5b2Lq=sv2Cl8v`yh|?P=9m7c6+e6FK?vd@7;M*Ao<464K#NmWdWx&Uyh$WN$X*T?kB;wBf zrQXPse<``xiwiB2O>4U$#*4DTGc~DsHO=SoGTD$mw){Wi*7!g#cv@W~5ll2_MT9f+ z>VyI;k(prGBgj1iD!?&cq#JLhcNXQSh^-;Yac597@w=i4^)Z=Ps`)Uich0T3V*xHCHmhJ-M$QEl*!TG?1TwC z0bK4sf+CoS1I1|^gGuRM8d9rGsJpu7JeWu-LX;$)B}TGdFK5(z7_v=f2tTXM?RMQV zJnkJ(t(tLLALJC1q&!?yrKXw)HYd@s?jmIdeN^3V zglTla-Tk9mgndpUwxd!Y-S(# zez8}eo=-$=>x#Ym`-sFq{{Rrv1jX|<*lUS?IgAu2_xcSAl=yW$K&xa?0svOa15K#< zd_+{%8c+Z7Nx%O%Z(}YL&Llnybh8Kf{j)Le$cI)BWn-)SXEjQ{xV4yNzhzV>9}=>2 z^JsSX^rH@W8Rk;TJ>asShm_4;8X;oS)fPJp0vV0FA?BZO#kl{|VulyvbO^Ve3)C>L zdhp=D)11b#Z8*b50rx!8tZ1_BSc-g}8V4Z#UzSC|M~t%dqI$@dx!D{4MEC5T$xjX( zDEB`?9;3)-y>7VNZ3qmQ`s23f?2T!(B#_7=!V9un^_@IEoA6?6 z&}CnmVJ`O9>Q!=#e(8{sP*|B{D9kAZ#Q)wAzMj-usgM4ni!esKd~f; zN7WA}b$u7@|p6|t`&Zoi{EG|#8On`BoqRbOi+`F_batnYe^ zH(u5OlGwxQ>$m@+3E}?vredefoa#-$CZqi)r(J0rIP8#_Po^kTGs0GU8RnC&-T@b-Rs`{&Yr@OWaKqjwycdNo)7%J=e5u4w z`^gN4Pnm{PrR$pnD!eoYCwj@H^CUv}W<0+krbN!G0|D&0?xO+k5LY(3>r|%oH4N+a z<5nyW4k7_g==`BQ+?O-sayEZe%eU38zmna*ensO3-OFJOMGv$%A6;E|6sT3aJ|)jd zJ2_;;u+6N`C-+K4;~wo?M7=xWt?L9r;t{EEPr!vpMdnG7b`&_Ri8R|X#- z&r1^l)fL}Vz&8eedK=cCWO+Sags~R_s74r7& zK<4EJb^EUErPPQ}Bab&VOmr&IKPeX2PX1PHde>@e(8hitzgv)kz-z(k>3hLVSK-UGkR*lt8n$rD^lLPr^m34q`5gpjn5V7Mjs@1En zRE4&un@7UkfrCgNd+lD-R(!>C`QA}L<&h6BBC}{XmH9Hd=U}&8^@$NX)j^a>e+JK5 zgJ{l{oQlKZ&5L~X;_TuWn&R|0)8n?G{^#<$YMM>4%NjMKC<|EsWo47uiuG0FE7^Bv zaW_1jh9q6(MgTZ(miHd7HM0Od3(zvXA^K77Z{J@2`DRi~?BAKMRDD_AQ{jbwYtf~Y z&4(c09g~<{H|9AK;7aShUr8*JI|@27c_QVv>m8URX3 z-|a2^S~kQbOFxp+Yu(hUEN4d&0Y6UPP!&RFTK*@_W^YD z_*qr?KnMMnM1IuLTq((F_C3@d6#peIkLO=?D~FA1QaBZ-GZ}SK6f&o_fc+(~_-nKe zS6Xn;PZM$rjfTd%L3B2m;@W2<_i49=31*3=ynlX1EqdIeI{ynI9qdVCuZ60zF4r-R zi?vVptK8`(W``PJ`w51rUqmzVifWiXFmafns0MIzqcz{svzt51rp_o(xnJd8@Xh?v zMQRCRqq1zBu?=qF&bJWE!G|;rwsqsiY)^fQ%aSaL;G3KXj`;E$_=;rA-=?@{LGM=K zYm=qze;-p?A*E7NAWYm*N&V*mOw@?t&L5u{_ca%?u{q!##S z@VQj+mO*c+7&x?F6%-=m)oaQ`Mo7~T!ZyMDT#S>hyX7R=W3izOhT*{Mxwur^!WcJ7 z??u&+#M<>x`AxDe|8Q6?B3j9q%Jr{tPD)KL)kGTT(yzqMT7GZ)zdx9e2pgK-y+4tI znoXdheM!Le@B#?;J4+U&Y5c4O)7Z{}j{5IYYlRmx$GV%xh`M{1Y_WYrma!x^Y-aSh z7wW_&HJ{7nxKf9Xa^}DbnoZhg@m8Ek{{+|5Vg|=_r1mG8H@=|T?}fwU(yiD;>G7mt zy|S>0HK+fvbS2UpEh0F-uhjE1&>(&4pQH% zDqkLm%>Ht$`}gD5=czGfE|GLaC%ksXruv=G%X>%R2IlRJQ&0P%@{W2(*DF-fG6c_D zxD|VbMij07-P^qU_{-DTdRN!z*gi?h@8Gb-l)EDS)Bas~Q8A)E{+GqYt&JPr9}AsX ztdQNLjs;~fF3hWb6MT^KoZKi|{#$hq>p4$Zb-9`%eYa-#ufyhI>Of&+{lMbBYdXVc z9?^D!5@1+(zMI}^q@_4zGlYfgGe=e4< z)kN%0p42aN+g%Lh=Z-O97wXa~x~D6POEn6REIR6iQCRCL6DEpfY+l|lUZ27hZMQT@ z=0yj;_^HyUF19GtSkt`E_rNVj!)dQAFk47M;=Ic^)?Ie<1O=C~o!y&pPe_wu7%a<3cAR}G~51OdeqHo#lKcoy@d-?+D_Puo2miVP#Rm~G3n37cl>;l=Wd2s z$8?th}j!|`}*`37Rgw{dDk_bjsq*wBZ0zUE+orX#mkLKVJP*H^;q@D7bsGQtyMofbhTMBA zd){@|uRZ(RTD_n#_a64b#N9Txq%PCmzsmiav(XbD!UktbJE~(0mfJGl>{Yz4Z5rtp zCSoL}(SKc4OX9iq-nLHmUlbLyKg6&4#`XKL3`F&d5bi1tbJNNI{)Lm+pXHk>#$H_< z@tL<5U4qI3FTdHzdw+O+Dv=}JzRqv_yVFP#R&2*?EI#{aPF%*~8{SxA{6f_(VOkY? zbkVGvt7~KX6u3#FpK{UJwA?$ixBudmwxkX{mfgd%rVaxV@wb*-Uc{XE?3;Irrm}}c z4-K7DHKsu}-Zr(n9{N}wICC~2qj5y-&I3ipU2I-Vy4k4X(Xow#4*?inZT8$FLG zFY>`jnV!w?%1;?us$34{b_nZh z`l}WVqE4L_*gIRZyl?s#94^gxS{*fJ{<&r*H$r~;N!2+?OI6y}IrBT)q@B!a+N~;; z_*D*mXo%AyvptD84&V-Fb?J_y)1ep~LD`nK%)iEGXg<0qZon$4$Vy`-Am zo86`#ciIc&LYeW^YgKxuNjgSMesW2>+BWd!EbrgR|E#*7UbEkdWnVq9)%Z#LGFR8k zyduA(sY~3O67Qrhsb;CaJhP7m#1tK?oGL^d!G5J%E*Gxe(`Bh&@o#+o2$QN^kVZZkHEsEgs%oruJl?{&}yWGC9+9pT09K6bTQuL0Qi^6->PH z-1}U+>&Mv}5+~m{EPFe~JJLSpzBzGGZ+^`wPTl79xy8Dy(CajDXWF?1-}#xfdp~?C zxGN3)ZVwE3NN*vdFZhfXKJ$@x&6)hq<=b?u-1nxjXJNq;x^Kp?TWbR&^w+C|cl7h+ zJ3B;1rN_HHmyAul4Xur~nacf7_9~LS9A2K&xa2Q~o_seXnXFBh*am-6a%iup6E@8x z9qUh+9yYAl6{x@4+8a3`=NRMSwH5SGA?(GkL3zG!eSasD;|eHcPO(Y*!M5F=VQaSs zPEVcfR*!VqaxZl1m>XB|TMl(WXxn>_N7qSL#UD0viNh5+m{!$v(|i7!U4o3O|N8KB zS&q}`Z-3)}z@*Kp=ya>bdQ7oK{ZU0$&f-V4luME>u^-x%8v{&&Gpd!1+~;2fB|~mE z4{gp?_!gabKurAg`{)gHfOx}@!kxoj1@F!jC1h0u-e?{H9-Q!f{YAg|_;OZ5ky&|$ zKCbMF_qG(Hl=9}N`i-=p*~@lA8;^J%+t79Sk4QfA9v7&Im}v1TQXO->-V?Lx&Cg9u zp!^g(t|s4WCfBtHH!TTJ|5owW^rFL$$+4)ab7l1^jBZgCu1$%SqFdRokLJ}`Q+EPX zrcclCk#wfV&S<^;rV{taQuOjCgD2j1-n@hl2S;tLzr07Usw>RtStRU;*BXZP6#w8F z7Iisoj*FR`@(oYfuF2pxmY^C9xJJHw%^mh$kJ4Q5N&QTFW>Pm7(I=|k_}%7k8*6y+ zSC8?fc74jwucm}hg$MEKTF&GAv=hH7Mo*8giYv#Itu`OKovHu3_-~_8#b0B(FKEE{T! zMi|PhEXB0dz3^Hq_;7!(E57djj=%uh09RN?O1H@UWuK9W8nKsomS~BHpIT=(FAhk$ zg&wQFfQD72q{x%2(4?9lk`3V;7k%%1jE+S_6pX)E_v)V&*iimC-uXZg*p zH#SL57e z&(t2*-T2hV*z^uwG+37T>dN@Tx;M5jKiik=$SQqUIQl_p zjeGChr+b3SDE`RI%`_ga6Xi%dnxc7oEeV-kuYSWAh;}&c8SGU6A$`2Lh z?ytnubv~fCfiE9A<+!1^r5-JLql$9W&Mmet(j|iMx+W^%!BoH$L*Z<5$fIxb=i)=x z&Mb+AJPM**=05g4rzrRE<+AtV>r=OvjrZD9q#spI91APIExPwWIYQyX(wji!duO@} zwZ!%KV8DZ`9hUPvna(dBXQ)W*oV+unK8JOhJ+5qjcl&kPR?C@R8Igjt-MBO4?O*T0 z_T8u)dUDXWQzLT$@$Dzl!&;gYC-Z26g)96UW=`t%TQ4$%TJ-9lPPlU9dYY<5f-)9` zUCMSOReDT|C)PfmWQ6B#KkOZLqndWf-A>;QNNb|5I!sQ>!)zDwB{}xuDkbw?8$C++ zrV+;Z*Gy-8(HmPCps(xJqE&Hwzpyo`lDbKnAaa;Y&g2d)+O+t6hTki4@x{jknt4np zh;?~Ka2r>>7R$-q|7)r%sKT~))H10iKiybf@bm=T>ON`1j;v@8Zq!uBsqi zH>Q+TGPdJ%JAPG8_~(@0-zksN*Tx49Us$aAT4XA08hrV6)2ECxhMw{__GRKFO>1;r zI2Y5i*W4tiLU)2*J@;%#Ns2l3lN>mIEZQRQTU%WMzv&C|ZmQ|0x}+L|I*`%T}O|i};>bf4qI=rOyR{f}1kq!AH%#2P0em##DXZKI;67gVC0PIR8g^ zG;4p%p-~tiKaqR&zv^ZBpks{fox7ILKYZ4|UH!H3>OG{i+q1Q6ch3pG5jrmuCR!NP z@TKBaX4A}sKrBT)%HH>ciRS#mfE%zhI34r0zPi=CZGbyYp1gl8>e9|pk>5@$4_|xd zk-q-)YvFq9;eFe1!K3A3jcm&;D)NE`)wAus&K)yy^hL+mPD%SMU7Ss&`+HTF@6M%D ze$nZY#FU0fq9n=@`1sX)hssmof9Ss1H1hor)tJRsPpYK z;iD!xe>VDMEe>1GN#5}PFS)N%}>wf08OUe(f*X=D>;^3 zUw;DPv}JVU#(poClqn`DWC$5w`t$0Ctir{xsue9u1v@Ug8`#y+4Ic}CGhJ{5LvjD_ z18whFOP?Nlq@B2~w}<~!mR6U9=#fj5rBGSRISEnY@b~XWcaki+Y>w*v&OTA{an7Qw z*Dg9xJKmEovy)PPU)*=uRZH18uD?B6?` zYP)Zc%UGvFLGuPFK7ZGm89&wx+B>&*!1pTOTPO1PEa&e&y>rF;A$=>)_hCVe?WsLr zQw5y|Pg|}8eJRLz3T)!})t7N?apv*gHT6#;U-u_xKw%n;-wXzWZuVyzFMNq1p`Dq} zw!n5|y3PBd*5**GZ&klG_36~A*8IY$&9{b^={gE3>ebiITt9Q}%#Aa>l`Ey!(w7Cd z&|`g-8;+UBhEi@A2E>oWI-V+PDy5XAl>N23cPvhLD{ic+(yYu@O5H&}OYAtu6NC}G zj^nGyl3=uyrnaW(dNjtBG*6@vV+rMiT6BD|L4%@$#E$lQ9O(>c1b-(ZwNCW0*kggm z65q6TUoV|6+p{)99o4>p{WJHmxzsbGP;&p`pZ}I>m%cKN?LTwFiI#1aZkFnA1c&`u zSh~4%n338M^idwSAM_GuT=tzroWCvb`@zyCQiOi*|4clxl)Y zdFC`UqVDEd$KS54QPxldzW09E5V6SmWE4UZ|qLI_boN0#KO*&cCEmgBXvJ5N-&^lYB9YbMhYRk&o_&VVzV=}jpKe>PqC zNurb)H}GjEdL#Qf$NV`L@h5S=s<|ePdGf!yMX7Kh1P++Fu*8>POR5vTO_z#{RzA!T zb%Q>1Y;P0EvY`$H5XW=Zp25G`$6VAUwFF$_Gf6{Cu7@;*5yaGTmb&0 zK=SK$--1u$gp(A(8sn*l<&EewYPdXiMC^!<`0CM2me)BQ>H@C{u_Nxqg7fEn2-8Y4 zJS&(YsyoSXAhX+O>dQj*rm1C2WNpIRmyN_G_wUp0QU#RP?ovsVU3V$KDkhK}D$rOo z>y9y|KF$uk@A#d61+x~U){sYOcSr1f?SXhY(~nG;4{y!5OWA&ZZ#cEzOr9|?9SKEm z8cfow4T|~a2MvmK=U;@Pj}2Uy6XLc3sTR|;lJkwr-n6b zdClVKxriPx_qs;{zrm+-Y z9VJ$ma9a0UOL!eyxK}})u6SVl4ZC9FX-~I9OXl>a5C0hfyW!ma>}kSyxvscX(RTe$ zOwg(>!7JBqJiKB1Fl8<9Z}Xd{3D4MEKbeygbP1M$VXqV%PPdmnP3S8chtWIrJOReN zcayMq*&?3shER$*;>R?MaGD$oCrm5XBaL7}h-`I6jyzgNQ7j-cJJmMT*F3^CdOt;`61I7V{ zQ&S1i#V&0*M`p#Jj0{E>AEjn&pcMxm&k@uE!-7mk@6nEKpm7xFEFrevOo*HFDb3$R z^8w|^2A9mpov19IqI5)|EaPNb!qCUmsD`!JAdEwhanL)`7vg_kuAP2atB0!lwGhKC z2TI`e*fT=nZy+B%`V8{7qz=Q07jhN#Knjk-L7>`-wh}@@T96ME!$Ez9#Q!2k>4Y@Q zB*W3d)C<}4%q&I|A)zl6NqC5SEEc#V71nkRDZUzSk0dNAX#_7xU9aQ`IV-EEe--BO zvG1|!GoH~$w0r4z0rGiWh_;fS-t~r&NZDd2H6tBAOcs@cAP+tMs>E~LHati~(a8O6 z-jWpU=pC*X-!GIV#KCz9h<@(V;SFoir3rnqyacV>UIoaZnAIm%7$d4Mz-ALF(@>-> z0wwgE&bYRUnfcU1Y$3nVgV)L8;(Uq`)MFyh9Ho&!&cRZetq+Bizk}#3r`1=opbO4Co+N` zz@DGJjxCTYK1_`~fsUmha`0WbA9C=Aav2ZEQok7YV2|V&r|u^7`Q?ZOwpraxc+QYz z+sVN?YNJjs91*+T5UM7P5Pf;*dZqlx3)%<0AxoleZuhoI@`CBGzO#fFq^EhP6BY6> z?&AGf)R4hqM($z-DA@U8A*8nW(G;iu*TMdw0>fmQ#Sug{w@w&}n&e9i2EH+Y)AE|g z>TIj+r}Lny8c~$nAH)Og`aXzTnMN6gWNX)fyz4@)kE`O1a#w72{FFy>^sbz)yAK~L z@z5VKC+}Y2l2NQMOn!8C0aLF95GJmmMF)=lCua5g!GhHFH628DusxuxPKR`DVE>bt zmBf8`+7p_u2#~x;E(7aUd#pwZa^2_t!wTAT7k7^BA;PRU@V^N4-{$fk# zi%y~J6+u#!i|BlnPsCaVJAZ>;4|cW-eh{mTzX*S#9=7&z{sUgMui|i6!`hZMq9*k| zxVdjp9ePqJPaXQAdFak%wEXX2Uo3PhnHcNef+2Em?PAi^F#s4`8?m)YpQ?CQRRhF%Fz^oAw-$f#Vc2PYv@u1$HU!nW&5n3;Y=j+g#Vqbt!hU3JNJC4S zOx%Lg_g9dMr3E=w(PGn!iKK8e`-b$(uIZ}6cDdd_8-e((8!`3~6y$V_op zL)Mv4{t!WGe2rLQM=ZZ)AuZ8`>z&za_UH$+ufS196TAD#_|GbcA9?kVlYM!0Kxx`j zA*oUnfm0bHE<{7hqMIQr&WnE((=sPo7l~^B7*MQB)vFOt41OcBWZAwJfcUZIjx@1| z9|Vqi>)?fojCa71rw0;i8{ZEcnVm)Q-PJhvOA5OYK;oeEx&h9c4&fyX9*FpH)fak&T;ONSio2{A0;NiP=6W}ikK~jwGnh8t zk^W4~Ay)t(@H2`AJnbF8KQj!!-nZy$%-UfpYJjF=UL>q1H4%#X7>|BQ(KJ4z$6GS$ zU))C-@183brjE66z4L4rSh8u~JBRpDf1cy3eLM*`l62>=l{X7|mav{#&+=W$3nGQz}a=_BATIcr&Sm@OO^GwlqyTmf*d-@Y%j zVb=`7%sMed4I>O+PR^S*aNjS2=4NRO{lj)rXm<{94^j+8gKPxI;s6rv!~vHywbX;DhoI3Xc_3luF-@|S zX$^#JrHV0W?7rV2aa?gG;4L6^g>b%q`{EjAi*W-ZM|E5Qr7+wd@aoHJc8Iz45+P6Km z1jw+#ps1aqfVnfQCMV)|ZI}um9DN#J|AA6T*xv^vM4#jViKIv|3l4AC#mPG8X6~A0 zqV|grIU#YIEF$%sqYBg6l& zDa-ia18kdYzwi%(QK}f5%;+E<-sPSLd|bpGt}r7%1NZ`4Y(@oBnE`<2^w|$b0n#O- z@6p<@OofDdWVZwMRXNZ5fID%f>$=on%0E%>$c_Dg06X-Y-58?)$gvsNbHy329Kfss z{F}b*X)@pm1&j%m?Eq}EjsLB{^aS`+zs3ProQVB-K=RBsJCMe#Z2ExF9c=y$4|Z|Q zOlgD(@^oM%;GH9*N!XboW-Q@An)x1pi~Su9p8-RLh`r>z12%`_?fwTKkY_WifE~Wf zx^@6&IiUAFfk@-PS*P1w2!H|>;xlrrAP`?q5Kz^siGVN&MvrR90%#HhrS{_-{;@Ya zz?vVhYf*~$|FP3-=z;%8=x2w=80VQzfIOF)xtw`6Np~PoanhRiXwNMGl^g{9z7Y)|Jv&f+GDR2u zVGT*N?+4ggf05chjFr!kAqa%d6Q(0Csd61)X9cR+scgU(*37wa3g8|M2vE#CfXu-0 ztgBFCteFa#wd{a>>O^~OA7G3O=_+N0@1Ll|{<0~6;$0l7wS{X0M0GP8XbO;l8t~sT zGxh&KW|DO?ML{)kip~S^#%VR=(we*h+fxa=l=1@%$T7!%SV#tqdVs;FD;Y1D*@grv z*^nO7z2LaM?QaW!lk`YD6rUIW!0196$22pzaAxm3U<0Nb2jI?4+C~u5_t1DnM(+X0 zCO^iI2WWYqpXBrRn5hB*I%m`!zvPk8*~B&a*7bu zuc7jf9jIgVV}KK#m`(Elb0*v80h!~;{ywOJKJyzGZlqK?cJmi=9EfXDGd^zs@zVrz zG9nl#2{_|*IqJ`8K+z1Bnp8)~0VqakJs^om;r>qonr7QKK+`YuxcC^unDryW81GAV zjsooOfHHd~7hqWw2*|KkT>zUn@eJitu^}hqGzOP8>A7*fjjy=ED(wZ%W?# z4O}8P!F5)u)&Xc@Prr46IW~x?LdT^8HVcaN0f;rH@2E4K2kyvW_#A+V-vGJHkszPs z1h-5BW`AQ=vNdL@)YrUAtNg~41_#ot`2h5$NUr_^fl}6ajVTS<+lPB`00MdT`yc3V zm3xaJ0ifHU!+kHm0+R-YM6n|EVk~nAP)=DhY$h;-SUj-I^P5?&xYyOG)(2pqT+z#3 zz>cFt9?JXy>5&ZX#sUAUw_}W0rnwwXvV+^1bA-17~&buZFernxMIa%OS$ zOa%lMvf%H3V3wt6)By=f<~|^;AEFj*Geay``8snKCn*j5kEUUlO__Fszx74U0KJo8 zN{XjIx0%;4vt@oc0E4rNIz|BPacBYRY8+E1^l#S8n|~xC&@+Dn;loLyrtJ4Sm>qH- z?Mx}zXR;xTa@Lv-NI*IJ%bcr7=3B*6;+Z<3%(>Y=ka&_(a{vPMEU*I@${wMOaByeFcq(&cN3ladkC1JZ+Yq88CpFor)_lo@k*G;H` zT!8;@sGWS;-2*oEenIgAkcB#j03v0^N;^%@JOFvQ92t^8#xhVq+Z>l>>H@#KyB5c+ z*Otth#s#<;$C_^!KYRcJeKX_$^rf&QF-HXhirVJ`up`?n_8*9T)-}dRV(Q`q8YiUz za7YpXXq@6eDl#;gjkAk61US$*W0Zq9cWC4T zR3vqbag6CS_FB1)fZ?{g-mu}9$Y0$w|33;$(V8>C#u=?s zl%u`)uwIYAn4B;!J%JS&hZPy0W(~;C+%7?Jx%*rD4bvlCJ*eA+Ft1)u&7OBXTh_uH z*%dI(LRR3}XJMH4W3fY59d2DucTYH%Yy4g$y!7kg3HK@YH|_~*N);12$7_C)Kk6cT zoGuFMxbufosKw^_6uTDA-HGdzBQ2bTSfk^wT z=!E`UKdX$#*3<`mjU($*tI-J&xnZ+Ny@sKl=mZlAbpu||7ko!w;O?oW!{6OmJ2U_> zyQmgqX@Ifmvlr$Z1Bb7Qa{Sy}{sIr`n{l5eDNu3(L^(u@&Q4>1$L(d}OuO_9TaXjZ z-yNngs?&TEdIEazrWcJ3d*PFMN>#slUevtkyhzytgj~TD1N6CCpAb9o-ik@BzRJ0s zK_mFH{+CrgqlMT>qn>vQTH{&*GB}rB_o>Ba8J!)`tCJC&@p73kXby4a4Bajy$VgEr zTzW>g6JR*p>3+Q6H(SrULj6u)39gV0{#I$`A!f9I5(E$zxa5R53S_e|nrT52CpCpE z<1KD>UK)sD>#-oyUU8g0i!cBbzS@N);2f`=pDd2MV9JOre5>9^9)KD(+GSm<~mAtJEIc~UA98-Kw^n)dW{kHyYV1d_ckxC+42u3qr*3L9D$ z;mg*@NNdigy?70mCpRw(a~K!ifL~o{)mvE>u2n2@8)2>v-GHC(3x4LOw%WQZ%$IF; zafEbg;Mub1rHQDZbCdc@XJ$4YuZV_A6MThV!Z-fa{_@5sO)<_mRlDD}CF~ zOU(CfkBuPHZw<9v@gKc|t+4@Id{I~1f4Z;b%1j^dwyoiG&eu(LFKv1(3cG%%1F|}< zUQ$c!XwPm$(QgCXrd{cr8Ce>^mw;uI#dOa0Vr*M>r(0lHX*Q57_w}>|To)BZ-YXcj zN0gc)2E-4g-+KNt*I(_D$>T#vK=6na;HcO`$loPj%|2p4z}w6|0u3>Y7kTlLnTEVb zn{~W-X=B!3jzh@r3PpvN)B?Xd-!*?D_nje^a8)_VPFvtF^@O&-yN<$34Y?GGoR4&n ztDNwq9M6JFYO9+?mw>jc-w&j}>GkhO@{zm9FY?B%&P|Q1Q%8Xpl$L)z{F!7kpf4|) z>i)()rLiG4Sx%I8`16*T#%Gc)C0I^$P?6!=1Pt`qB_PH(F9D{S6$m{FnkD1(wRY?e zO~UPvw$976r#%)uC{&$thlU;Ui_^8qvEoD1Q9%LByW*$t$()Y*s>X(q7}11lL1{H_ zKlcDhUXtGVEw_ME>(%w-oO%)O(d(=oA1pcl>o1C*BCU3mZv3R`!F)|Cz3b|4agaB+LW~;`@}1N@ z3cn&}T`6su&Bv>Ly9oY^e&WKehL1F5grRK!Y?$3c8q+^b-#VY*JYz&9ok&Q@IsJPh zq4Tg=NMHr>T}Ap(XVuv&4mJPv|GWoW!dmy>nNIPq|HHuNJ6uFKvOQ~bqLV1gCli8| zae`MQ>vUcSBpdoTtfb8y8WBqM|K0rPwBcr&x#GZuVWIFc?51!6gT6ox>kv-F&Fzec zcn3dA;q=Je52VBj&h-W$AfsQ^46BehM1l*PnTXet#ssno^ z`t1wD=^t9|)gs7`_Zx^L+4eUSiPNT+)~BQsl#@80N@(Xt_K`x{i%PY~?N6kVKcK9R zz_L@M)Q_Ruq>^=DAH~c)?nu>Hpbn#~PQgNTZ@z+?Kaov#WtD-NUy@0lU@b-7^iP%g zBAxt~wG?`DDOt)$I(eA2l;h?r0rPNc)Hjq>6f9Ky<|_&FuXw2&Qput`@9kJi6>l!x zlDcMtdMTBBp2sQ}7Aku4mALsIb5tD9dvVs;)38v%n@dSjzim+4Qpt2yZ_v$Gg63ZV z!Z8$-=RK5l)*PnAYR+kcvP8XifN61>a~?y2CFyZW;CC@U4 z+bYi{P43mhWIK03|J!jI__IyJIgbp02MC(wJ1z#;HC>xar3Bpx#=4j~^<3l0hE64{Rl)P>d1RV}a zW&^oE&@P`lR6%FBL5*N3bO-AO{W57%+Q=pu0e$ zN+3Bnz6UI&43b0O6~M(;K&&kITu{hakiP)P2}+y?lTtug0-%QoyegFF0xq@&`3r;U zxImLI{2$P$3g{9HKL{E%0zGE~1wqkoK%=Iha8{5w6kP!tH3WsTfhOVjI&krM(2@kG zjsrA_z>7lAnV=9K&?{xoA5PF)2yqBZx(^Du3R)5eUE=_~MBq)q#lfIgvY@ZRpx^AE zeF*Uzm{bTFH3M<7g0|uKJqU3hjKP4Sr9dV^AUF%Y6O1_y5)uL3X2JgeW2`{YN}x1O zP#J`{1X>RPMazNG*g!r|qQS(SyCRNZr3Ak+!eS|5vFyUL%1Ix*zBit#MJxb*d#6Rb zDTMLjT#w{jKh3#*jk7@s9<2e7HiNs1L9wXKj>heU9}fG#b1VB*ntf>(yaH104(R+n z{8_%FiLdGQrMwHG*5%JDp9g=r6y%co+`%bDulkDMt=e*z^ck_9#r@rO)1sM({kpa7 z-Tke-p@`67pJBrh!_Bslzu51Ri+@2G?9kps!rVI|n-}ScW|k`FBVITqk%09oMhhwN z!BY|m-d?2Vnjtnq1^{*lKFk3XOeFAnkxDf~P6#RS!v_)xAKnr9y^1}AUa64IIhxdX z-5=NNO__CbY*V?ygSLTX@q@`$pco#sIn03%Y?BJ|f!V62c+E>e3{pU+Wr!X;m_k-f zPgsZm*ux6s#zVA&xl2LR_`qMSLEJnWKE_(?qdwT7zXBiSB%wJS@J+kf)_YTSuZTpQa#-nicqzBk?3(g8)mQ75Ka(=Drd} zk$q4=^Mz9TgtDWQJ@EQ)7IrIwg=6t?J|zK`)2R?Y7^iwl$G9|mcnah~Df*?-s4V-R z6o@A*P(7u){5aHxBj1BB^VBW4<`ts5h-L=7!Jil{qG?WCE;YE21FKa}`J{UbZd(ri z1RGROnVbjq@^+*>^A#DjfSUe?x7R7Y2Y>z%A1Si_03JSyKP@t94SjtD&5c|t2YdPx z-9$!@LEAs#*K|k-ORszOd0cFBDSxr~(Orf?vxD(e)^Do@@#@`dd z9EMLNgI{^LcO+RK`)Nr#W^vG z&^}+#8zJH~a6;1T+NvK2Aw)EXha`i=d_l*A&V1t|DM1Z-Kp98yhd4=c(7wx{3L&%v zw9gO3!daXJ=F`G^!$Tf|A9;cNgo%dmkV3Er1|&~gjL!yp%$hNr;0`@&2_HB~>`*1a z5WEtdyPNKH3jB$MQ!0g8Cd;yP5`4o6-;M|C3^Ifl_Bl7>lwM@kn5wkd_o;oHdCc<50mmrV8QaCmf@_kmQIq;Y&*LUQgo zosc%nt`nu@qd`X*Pp;n1=)8WG+7S zBvD?z_zatpGelh#?3RnaE>EiFb&%f4K9viW1|LcCCNHT%;RE;*ZOju+Ayw#++#~}- zK1oFn;baH6%sqnAWvO$*?oT=2vrZXyeHBYd5AzT;sPZyo`vDQE;Lr4df71nRDVJ}1CY)PVrcDi76ZEzue&QdEtp~f$MjC{%ori-!ju<^hp-rW;2J*Q++n|=u>Tv z0n(skLDYKh!ed%vj36%X`(ezEgIJyf_`@ylR}QrM+Yiw>3hU;F{3l@NbO@ObiHdf` zE{FU-!M^AcMjoP*6h^Dq!mmKSJw#_JjMlJWKf>ArAaM_g`gWu@3hS1KcB=&Sa`z-Pduay1>FldYWrAR z*{3wSJo3F1(z5Vi%SO-JXEpd<-kNP`8-YHg;JIVaVG^Tv5!gYf={)#Z4EnspXdwbS z3^k(QhfRuAxtE5aH(+goDQl&L+_u9A9ST92N*u#t9^&^bv^-ZSgwIrboT;XwWJn)E zY!h68#auJhv?tywiPpFZ8wAd?*zh>HNzevQ&R63ZHz&FaFVt{0yC^*!(6qee{p308lp^1BB4te3?6E_;;e6R9KHCJH zk4RnzIaasxaiiwIvnJ@9h_qSoT@$?e`VVF9coXh?BJ@lQUW7Zp52~;MijdHJfbd_( zE1O_cToiK={uIy);+qOu^gvRD$h*vLdp;MZnh?!6zmBX+Qh`txD-_Z3F76!K-(+mtg44%=y7c!-y^E0(t_ zK5SPkyWXx`6gxHd6uatl<)-$Pn;-szxjkVUC}*oXdFTwQ$?w?zU@Z{FLrS?JB={kv zbc-ckXI|f#e!ZE~Je9NanD9+|ZP+tySP*0;W-6>udOcHlMBn{Brb^8`SjbD@U!Xgu{~v_Sq-c#A?0^?Pp-R=VjT*TT!jdcLWI*oglj^C zLL#EXB)wMY<}XOF&r}C%yj8;)lAQy+Yv35HMuMj{-YScdEVaecDMHXNkKtXB9d&|G z9{SNKsZM#JZuu-S?`SJ9?IG~xp&y=->XOfz=j{t+Be%lXJs{TVo&M^bLh1zGJoJN8 z#qZ=X*V%f2zfd-JkDD7FH`zQOF6so4Jd8{p24H!7N)zDfl+S-BpFbd<-y=Ut=51(& zeQJe?sS^b9&;_T8yW~gbd6(GQ1P7uXbjoYa^A3`E^F!GNTVVnokW=ae{ygHtQad|+FsS^(6Vbt?55_uTYJmP~>q<8Wm^SrM@*#tt^1g^7v zZG}mAKZCAK}syMN3|Y~ zYTX_!v08Fa2(LsLxTGs<)XQo~Qz1MbW#o%8vSkxL z!Y1yU$Q5Rh#8T3Acht*zsX-xp3S|_?Cf>{{9+{Z&Igu;YqF2l!30l&XJ^I6HDgV?` z{;{Qe`=ts{@i5V=38MhL-qAZdSC0#kAjme`wte4gm!go+cST^zaL@t~~ zueZf9P>F2TD38^WyTuZ#Lb#fIcp}Qkf=%2jF(bs{7_3D0?kJD-QZj(ZhQCJ{d9#U! zCT2ui9D|g|W{+lDEgc6C#qe6G@LIX>TAA=#h43dRBPZ%^{g0K7`}H^xPeyn+LqGSad8`Wss#t|WN{mt4>AYNsFD*p=2zfH*u>1DFhyF>kyn2Rm zJ3R)wze(K{T;I|luXw(n?8vWYTxq8RuU;yeU%_S6Gh*85f;+o;>suXtlMG%@hEqHJ zGIn2MbF1UsWXGd=hD$r0AG=?_vDGm=$pCCF!0xM3cin)`-IEMGPewpHJ!)rn5;*_E zBtycJaju=dP2Dvkt$6lMb`;h#EZgasJG*8JD~!Z?2C%G##O{j%_}mHu5YEv~_h_eU zPH~!AjyK_OxCA{JNX$p(H-N+R zie*UJ3n8Gx-yM*~Q4%QhexxYKf9*2jsBrbQ37G-K3W~fCku#v(3hdww_Bo43a=3Sk zRO4)%S>C&VkuI1jBUCk4VhuEV8U5S{RmSzc3i@)KkhzRj#T7-;O~q+(ug3^FNX%n+ zgE@4n5_~BDbY2G^BtnctVk+Pbr=U}1V3SGED-oh35(5!+@PXz`5ijXs`r-a!=tt1B zSx`8aR5zGxfQKN2h9u7`g@P0intL2d6wpx#4Dc#~9RGJv+ZenscLNFRYJw5qUMGQ5 zqb;|7UxDKLK@I+(b#ah@vo3k&gZFUpOKwiu`{K>5C`{k}uCdguLv~FG@eknlQV&;J z`o06%R#6pMi1%4)eZl9?;`3FcO4w~3SuDl~nh{bK;>k{k`&H1!Wpta71F(6l6XMIx z9(G~vQ~ylGdGX_upoyy>VG*JN64MNCaDn#y2a5CueHI~JLt^UT>lV=HDllyvbmlYB zO0Rert}}%fLS&IZcg283jwgnA6NCdf^J7m4=rWh)eQ4So=m-N+7K1l+DSC_$a*hy* zA=-X-h;ysHR;J6{Fb6I)A*LdB9DI_%#Bk8M1c(O5gQ`t0=cxHQw~}stxmJCqeGm1H ze>r!}Za$K2`GsA@#ey@QPOZjgOgZjtpPoOzzJ1hs9_Q2wFpA!*(S%H)V@|yz%6Jh^ z39Spjv58<$FHD(ch^0^^FTDB|q5d6Ok`b>}eLIO&^CT>b51ea_Z@@1h|Z0s@H|M(r(gvg3>>Lh4nA@P&y8f|gWi0P_osVi8jLEk z4VFU-!!bPKLj9mbVLU4obs3}sm+Aq%7skW7wfsPLIq}0FAx?A(`1lc!FkGtFEK(dA z-3OA;!uN8L*r3q^po^Lyb!bB#WZ^iN%L!k`N0MV1ya(B>qMkTQ^t?Zy$^yAWK%bR5 zet+OF%gxJ#@+Nd51XTsXx`K@O@TXbO_B^9*utF6GG6h{Gv+ltYUBVi|VxwI$^^LC} zR!8%?j+BWAN*p2Vga1f7Fw#C^!{vBVnCx;hBU4)UZ^kT~iK z(2_FfhI0HhX{m1LlNdZFch)@kx(T`vp|pJED$GHC{ExmPLLu_&?8RJD^Bo5oZzcCL7zCm zH*tdR)Vz@dfw2UEi3Gt62?A3If|(KoW)cMZBnb9P5FC&oI4D6dONziwieR=BfxQ&L z94P_^DFR0+f^sQ>t5O8lqzJA{5!{d>xJk_~NfTH|6IeBGh_%%WeD-CQo3YKwzmrU`6GHD-xJ063kR2h*l$5rbZB>Mi8q;5T`~E8A=cp zO7Ja|z#xpkFpR(`jKDaIz$A>oI*j1RRe}v%f($OfMlQi7E^}zy^S%3-)7{>yPDE2)Y7)kvWVgsY7-_C4+#Rj}OWQX#6FH0dwkc&s< zIQ_e>>$oZ@1W@%XMhxXR4acz~hVq?;wjX3@EI1tZlc5|_ zRzOsEd_*K`_N;D`=0(YfU3SI(11UEPgiELt-0? z%6wf%sBCEKkl5&O|72E3M09viL{Ma$e_TjZBr7H;E1dcs~2T z$_{1&5AU1cA08iM%tF~$*}<&f;q5kaZCQy+L&Adw%cWD5#{F60A+d4)!~K!0sKuc{ z0sqq`R%~2MNM!K;v}N#t|LY9>jQ#$zKFyC66~prL{_l6K`p;d1Mc@A``d4cc{Dz-j zP;7vIbkJ}#R4skDW_o-aRX07xKQj2gc8HG*p(?nu2LDAzg+#^$L`BBMM1`{`x%>m- zf?`;cz2Z3>4o8z(XxVD8mQWi0-#qiMpk!7=d~6(RanOI=_ph%1ud}B1jf)!EQ*eqQ zk*sC$QE@@BOTwf4<5>S}ZAnOENL&zWa&S}}%gNt~>Yl07HA5noXoN>a2C>3}`~#^I ziH(nmi3;|Q3!>Uu8k8jHkhmECkZ@{yKvYD8|9_(4CmH*nHw!B$GLY)0{~R0>6c8U1 zOTDJULn1=rSV2hvK|z5*fkcp%-rPG>y8(ONF4=p{0mgd`rmKjw;%g~>L z%hYuCV6yl_nSjA%`m;TQ%b*7js3prcN63-_B_!AxP|IW4N)eWTdCNi0F-st8?5(Sf zmVoZ0Z(*aXkowLbxyr%{InUQE)J?ELjZ<*M%|a`fZue_;e{W^J`C=0DjJ)-{?xx0O zr8(9+8XQIHds3~x+rPgfq7UeZ*o=Sn@%KBeKAZNn;33a;t>c{-e@mTNA6UutzhsuqQVv;YRi=1&*14k!Q=Zg4p2f63*tcP=sNG4g zs$Pu%Q@c-Nlnj1*$JqJjyt|e3E!Qr&X7u;Q^RMh2R@Hk{cT3Mc>}Azc8fH7YTF15H zq{zzIUO6Qf)YH$+j;%SGqt((fdzWxG0STnX;eIOJhIo=Hm*q0Dey>hVNIr`lj)t;jaS%-PNR%= zZ4UWe(!aXV%PB*e8AJzVfBHiv}7V zUO)DE?!N2mno4cP&r6xE{&M0Tw|Tz(J@dQ&Y?`NhNPnmNn;Y{MTaWy?U;f*?6>h?p z$f7CpBiyQ_-zWLaubHB|V9cKE`OEcg7QVfDcYgRy_gV=BIN#}IU)!pz>uhxTN<_?r z5a&A{8e)vFBhJj{mxJ1lJ#kiZntc6uCe5YT|I6vkr)Rp1TD7oKQ8U(Mu2*rZ_s>%< z0T-Sxj{pAJWo+~vZ?P*ft`i-ME@m#B<;p&?;n-=*Rj#Y5vL_bLKJV()_bYPrtB&y9W$42|T>ULi5c5iIblfqBsZf3Gm18bvu-RRHtOnLVwE|76b zyKic~XhE&i<0F%3+ZXV%t7mcSZ!a)4F7vp0@b`ixYO-bDj&c^Jb}CMay%)IfUF)H4 z#@~GlH=nEgrZMy3!ftP!*b>K)?qPb!8t-r9e%lg#A(x}v%QaFBo1PqZpQ4*n&8>Ov zu4iGFB;8Nw*uJv54w$eaZzSQ%u<|5(6+z!vRf84EB(IzZ9ZZbXl;HCwOHjA5F zw$j|ZXwS!6F7^j+E;40ZYV{iNeUW3{hY7mrQ@uE|>vrX6`+Kc?X;E&Mvde3cvrN0v z+k0Ngv2z|r*TQ?@yf-3_JYDaI=3RF0OhdhIo%Yr&T9V@(uXNFHVd_(F8UH4ch#WDW z!j+C{)+5b*8ejTpx(Ubm+?TnWR3MV?ld|xWf}7o2pEJAXvGumd`YyWKoV+&L&Nt?> z_vquBSNp18Fz#+qyx`mGD;D+|qr)yB7gRmTLUan=>o@D&L%lk2ZJ*!HvW$%G}N>ds%fpRsVswl%)Z1EE`%{5o6S^>%UP62n8G?R)yaFIjIb+_LJ* zwBV=qs%N(L`3G-gc6gp&wmbN<+Ns{L^!vfGiL`}JGRV?r+4rW=KI<)&H2!OFFDPuO zoi%Uq;c-WodNx$_uM2Kidd|LhdGJl~kTXt2MeoYYLp&Ehdp7!0Tu86+1If3nf{;e* zoTZtr??Of`sIfd9A{V+XZ26Nh>9a#)MLg_SEh(Y269$^P-4{Z|x2!WHpIbv6dUDs_ zoH#CwvtV-H-b9zM@-S_!6t|490+E!zZ$htyO$m(hsTKMfre`Xlzq(32eC?>MRo*4u z;g9YZ?!S_?BfR=owRxNFop6J)pINFxf5TN{4;U{PuO0DuuI1gr{3Q_|KkO)1a6K3i zU1y@Vwd7I6sLD;1=f;afZi~^>8Czfyxi9$7TW9-aktu8X_k22dGV-ne?^WYRzKoo< z>S|YZlT=i~!LTXD$~IBiX(AVCit*zCy%<-3ObaQoL$XuU3tTt~Xls z&`oJxv{lAI>(8w8XxD-&`AHg=qua7|4@AXwM@zrP&53!c%NEF4XieYYzAVgR``;^< zwl4edZ222q?W$$3wv17z36H6qSqJ4Z0yV4csFuSOrh5A&nxU7 z#7OwAjNRfS6#F1y(L+v?e(W08n2{Cx!($)D-I;Ld-O<>Q&dG%z+#6%p=Pul>(k&4u zSM&Y#vUrQQ(aYo9>K@0(9p3w>ea)=GxPXC5?Q^5v$IZANoAP?De7wY&d2gQ{w~r5w z*dY;=n;L(EmgvN*FNyEHC)f0MM0Z)O!ADncOQ*a?;=b@xvANy#%m5-Cicdz@F%A(0@b>dQFn`R_y z<>XCwkc>$-t=VC6Br7-Bae1Qn9o<*S(M6k<{K=7CzImZ$s)?BG@~C1%zfGAdmIsBa zuGBX;w>)LmH06=&T9*5G{1|WZQEA1?J;r*U>*uX_Y`RhCM)UNzZutIqz|XY^NP#Oj0b$e7V=uzJK!6wG-Y zvASuIx&7RNW2?C_4^=+6K3ko&ZDh0Z6v>n;FV;rRH?~aC$Wp!6Qj?IP6IV22+=`-< zoSM(;zTSVIf`448Nc|?v6_OgfD)0~)ati&CzIy9UTgqkd^Q3s_4uS6^sj3S5QbAtGP7>~sSu)~8QCu>lx1;)k=1;fWt zS04%gqn$e=hn&yhSX_AMx9R`0^NfrN4Eo2({-d4WBZkgz>t?CJD<|EB01nkIE5biI zFeo-4CM23_ezFEDB$gEz6de;3;2#$hXu^t*4H_N;Q!|c@G4G~~aMo3vGfDAob;0I; zk4J~wuNJtr!?A+UkZU^}Q%)`Qyw;PU5jgdyNdDKDBe?G!k;7;LY#=}e0h9@_kpP?i zF@n$JuWu$pSDpGtCbNcyK=v+korcCi!-FGgjPvhtK)m3#I4&}NNlg5IyHS3$#f^0j zAwj%g(Y*d4B<@e*Xld){>ggL88u>2{2n<@%dPiz7ZQ`2X#W);0k)fEw;b?KRIXWC& zjvhy!W56-w7-?~|w6wIfbhLD}^tAM~473cjjI=r0TH4y$I@-G0dfNKh2HJ+&MmiiF zEgfwg9UWaAJso`=106#hBVCTJmaew0j;^k*p02*Gfv%yhkse1+OHW%*M^9HzPfuUZ zK+jOmNS~vxrLV28qpz#4r?0PXpl_&eWWX`dGSD{AG0-*8Gtf6MFfcSQGUOO)8EPBq z80s488R{Dv7#bQH8F7rXjI@n(jC76kjP#8Rj0}y8LL!$?qd+HrCt&WYtJnUVOB`6v zD3?9h+B)%^nEnsb`hp`xZLXXBx1UR7ZXOXYnYQbWqFQM8GI%)LjLW zKPg$o;~sALup>C-#VOO%_Weit_NrT-JD6zkwqE+dKIZQ`S}9t)UZ*ukKeJk3Ztna? zC8c}js!cHy!9wq-P7|8q z=g!=){n*IXT)mk*Np`nAHx9?HuvOWW_JHQ8(alMypF+_PTfDY-qhVeGya zGU=7;vw7ml?yZ;JZCWz0P4Q$*p3ybOJ&}t)?A0_Mi1n`9CR3w1-c-DQYl=!n%F^Gd z`y>us)m`#&Wy}%P&?7=dM^l|{eZDy`PQ__Mk@YOA4R=|KFD^MhpniNp{xkV8a&7&2 zR~F;QK<}K3cXNxk6)iiIUt;Q4WtJEcBw+r>N zJ?b)Lb^p8Ux#>bT_eEI#skM&dvW>P^uTda?#G=_uxZ!P9e2l$>Dc(-w}ig8j9lmM*`+I%j0^5a{Z*IVr{Iy7tkR-n{wY=ced*fA z?xzjJ?rUw6%E&rf)^YxkX!pK#5@x*f@&zTYKAsx4{%$CO>*^}r?tl7z=ezBvf-5Zj zU~#lD^PO6R*R=AQcM&d0=G$lAKRr4!BlbtzZ+E+;yR*J6O5q;f7&jqkPVANcw;1d3;5?YAG>Kj}fr(RU_Z z>rzDA_UCkc@rt_f_U?203%O(M+HcquOz+D)yYSCerr*O!T(w?qwn^{8x=Y^4GBeh? z(@Gm@rneJ1*Qi}oRIEJ~c`tC(oXrWYOOHhyd;Mxvt=QjH_1@F7^MxeDB;;Mac@8VR zt@KQOJ$awoGHHwJ@55&zl~MR#vSncJ!ddrTuz0o>p&GQ49XLc+TAs zj{`{6PwPL=wkMb$VAgwE2E2KftiPb&Q9oO%vf1*R%pZA=y|<<=e{Xd;`^%x7=M`5h zikj)Us3ZK|*Moa357u{0+b4WVD@L7G!AY-hNlTlOG*CUS!b!`%V@6BIab|sy; zd+iLP+IMG-Pw4ipdE8?baLrRh;^ftme3!8J<)WR8{)pZ?j&+~kXHTw{@tEEEq@wxz z!5%-IEnY9m3!iB&3+ye&nR1-l)Sw^Rh*w)mDfE9X^Cn%ke8XFVN$%CmnJ zOl#g~9dq%}t@R3hMvD)WHW+vpHPlVG9Y0w`>yGi-iM8wEo@K5L)8DBbuMQzWPWt(qT~me<939rv$KM~zty%~_986x zlFQ5E&sDDA>z?a-9@MYTIWhV1efo*k)Sgvm{@zH-t9fuSUqxa;R$tY@O(N3Pe_mcQxm+aQP}19Ht!XFk z*1x0c_SZ~JVQIyE_9~8=@~@TSFZFaK**17x_YTNO@_f4ZadXiW#l7OX-MTAl6qar5 zUr#SuPCv3fbytp~>FJMp-cMx~j(KdG_wI_=(fb~LX>l8$6&+dc{&;WOoV#Yxh9@3P z6}hkKnwU1Qz5cbj?QxNS6}0QqG~5DHE?G95Q*@{?QM%Wa7#nIju6d{ZVW#hud#st? zrerK$zjN!suC*~MN>;mWIj=XRKiKfRRe|c<{r-pBw8mBS{aRD~=4p0E6MhQ^uKxPV zaEA1Z%#p93Y%#x@_QogLa8{-Hw8jDTtDxRo+ zn)h=zaF{X)ki^ITabUZ0o-Pxy%R! z`)yh5nF;b82kj5@HfWD@+Ul|Y%7Z6L>ejDs|J5*C_rAB=eDckV_ncj>KUVf_{pis( z_0i>|Z<}Yn&fZ_=K8Eu%u6*sMMs3bkIpdq;%(xl)&Y>TUZZ^AmZeK?4&Hd`NRUfTi zwUnNcXZU^Fefh>uA7iOPjW;KyU&@r7zxt`?(s#S3@^K3ojoTHMy!|}BI8b-dY-Q

$|Xk5fT(UzSE;DW8UMk(O=$8bE%qnGh`_z)-5J2 zcJ7|d{j$b)Mq65pt#5YE*6=qkiW9) z^?iNYrp1X=d~$BvZSiOCsgVYys)o{b({fH7|1;kt<t^VEpa%Z#bfp+ufPjeu-DJ)@5bnm3wz?Yzu2+pA6)!2w18t9#Zk^Y;5)M z<#m5eHD`{WpX;x1(23@iJL>2)k+LlzEsWpFRg1;H*3X?CX*a32>dnrdO<#ZC@2)!j za-(Nyf^nGF%ZR-y@8UgeHFp0Dk`r66+*Z{$wxn#OkTT$K|V z*R5D;ZfN&1`<2SV5~mZDd7oc5&$CsMxgy&f?!Vaa>y9PzV_Tl(>~2+L*8IA{I-BVC zK)ZXrn$LE&4D(f-T%CAX>OetW@x_Z*7O2VY*tbUVqu=!gnK7y#Lc%-ud>?o(we8@Z z+lAfVw%iQp8~fXA%e@O}e=qG0i#>OK<+3!f%^>^d^`UB5RC7bs)Bq^iMC*CQ#n&TKi715cAa)RPh;@})7TAV8W~IOtE};L zHuGGiCqm1cq&p>bAmHeaN%d!6Rf^to=G@fv8@PJ+Vvo@4ofkI#30~Q2VQ4n(Pg9ZA z(gLQd+ERa@e@)OU zx;xi4>~zhJLpx+}H&eo-w)}&l2zPm@wSl5}d1RefMZv2>8?roF=g~s7FQwPyJ^piX#QTCVM<*SrtZ;5T<}AAMxb?mU-`PF3IuW1doZOkN`SD)L zx|f;@Mwy?8j@nw*Qg)=`ZLag>Fvh$G4z=eejXNb;yyxMmQ?{}vz*;>$DYi!KzR%j4 z$)h$e!PBiK3$lJ|rhGs4TbnUG6&qvjh3O{$8e39(dEl{ej``HNSJ$t3Ryye@FYo$> z*)>w%oAmq6e$*~gJ976~pXRE2FC?wBymQPxc2<{5#w4ql&fA{7DlVhmH~;69?R9$s z98Scqth2lL{$WUY&_8+UXD9j3O_)>M*%yM5$ z)9;gG#KNxl-QJ`0H2Ch34G&&1{Az{U$}Ux~?%pil&<0mo!WG=g2T6E?vHC zV)r$%BCFCa%4h1A>T{Fx?3H>NI!eAON$6iXZ8%oj`86wCVsg{j_gkt0xYZMVT{dN_ zih69J7aMx6wmZ1cptUHu!|u%4`Om9+4tb_&T2C0gS6%t#tDvnv!)>&he}>63uK(oPb*Rz z$yr+OGG^*l&(ebS%_p8|3eT{t%JaRXr4{5h@$3V~WRY5#z8wbA*Jt{=DQ-=DDA9Z^ z^LcqwVPx9EpXpRNmClqvo=Fn;8lns{exPtUbBU)WnjuI*SS-!Bu~(9_e@ z*kwBU)}iAYgn+zVdG;rgW%22?$IaE}Tvp1IJ9|sIkG|pOc4pa|LrayPwdIybMUL$$E07c| zTs(f+q#do%_eRR@zHskRjazw$&#tv%=3**ktOITT))lq4QRjuG(L=`NPOX z`3bzs2rZZX_e7wC7PtT&z_D#w+VM#I$zy+G2T9FvtGrg-SP2Wu5#@v z8Ln(@qDAAp)sJ_?hU`;QD`>m?u;GzJ%j*q^538F_D9^@xmJ-eL%1~l+_WE8QgOG}FyOUJX0@72 z*9vajyd3795kB`mEByKXq+LmRMP_Vzrp9JzzY$Upm z4rkZT4DqE}f9m|xr4#QLny$Q}KUK2w?^Vm?Ee+Y%8y%EGMkZuwn_dhFKOdd~&z{3# z<5?=qDvH!jTE77n`v$|3h2mxkOY>ooPlZ=Ck9OX#Q?7h6Jkgz#E@$pP-y?lEt~og- z>+;E{lf$twgVm?Lt+sABP8ZAmnPg)rHj6KIVr_ z?R&@Ev8p~>y1RwS!w`OOFe1vUeMO!2YKjJUOciUJGru+~t-bDj0Z836E%n&zNY3G- zi>K?o16aidEQto2H$o>5nU3EK=-!{uH_4`Pmla)ji^dtiB4z5i=-m!0p3b-J`O1a4 zv~R-eQ8O41)V@wlc%Ffp(EbqdjFT?t>b|s-UWny3%STGKZ(W+&R(QhjaYO3!#=SOK zCt@smmVI6laD3goS?g1#a&u?R4|mEnpE2r`+KXV{OIca_f<&9@=gp~q7*TKW<3mZ` zz!B@tH8R`QtUWP)<8pfM&+B(~EuHY}%lPAxp;N~=YyLQ6R4(*+b5wh6mUY6B+@F01 zXrWaTqa|8+B@HgK9_oJ)vYD`7agzGnBUwS&(<~Q1BaH>Ahq`+v-1)Zpa_M7ZN6XBH zcj;4$KmR=c=2Xyzjqe^Ot{bIe;;{3;^v@Yb`rPgZH00I~%pR9i**`Jt&a$xUGd5*a zrKqSYd|lpcW8`Gpow>l6Tfgji=boaAwI6yi&uwQ>9hibgg0*)|exSpX zPYRcIFU!07($C(Q*?x`Dob^D9XWQns@#^c06DLl~GA~+OtJoV*SQsW(_`q?$dtlQe z&Cb;`cJHq4*pw6PSGs!3u^F!QEzGfh@``IV8wR~OTRTU?%J<|%6PXvk&#dRkzrJ?( zt86K~dv@WSKbmsaH8&YpC53B;=tb`SwZiBH`*P7p*WIEiRh6^*e{eT!TmI>pNZX3L zK5;s){&HJO_7(N4KfbKfw0v?-$W>|82{)b<<&COaD%q}0yEV13aLQT9=Z~{URn`eJ z@oz7K3YE6f?xg*Gm&~mWo|Notw&3Wwdu1mKJw|UYBhd>d)fbBS{QdY~eU#6|NkR^t zN&XVmo<3(&ON19`xv!b)+Gw;ju{Zuz&iFg$Oi%jd$-MS?1M4JS4a37 z*V)fba_?8Y6J(xaS2%J-^Nl*qIf{o84w_94l>EGSKXaMoFQ)gc?6kSs6%S9EAV_j& zVo=<-;b)vXClp*G!>*H`C`uX^5TcKDdwf!hj& z7rMtvwSRSLtH0gSk!sRq|8SR#eT@5~-lOH?Ci~yZ_qHzI^J?p9o5)R5CdK@kAr~*- zUa?bK>6w`3H}_AC5}2fJu_KN9xcBYWBA<$l78PooeoJ*5dKIYU8i(suAN^X|MZAQkL{d_-R+NVK4@xrs&rR0x@h#_ z@Wa}w`)(97)}4JlvO283X@t!{*mcf6ms}P3^`*9HFVhtUY`a&cwAKgg4-Og~DDyGW zceDKIxxH&v-|#crwz_ui?8NT<`;JE(JJe&y(DAwULB*|*q>d7+y**9z$@Oo=UI9}S zgmUKA{{8-==Fark7qP3kj^vi~k;A|Dzkc=iQ}ATw{G&v#(YCsb$h-c1zvg_f0*;Uj59 z516o_BoxttDK@=Vxd0}%0o(K<*3#M%Rzq4D8wkDkUQG+V_uhLAy|++94LyVw_%u5+ z(rWDIdEe)Mzx@Ayeb>iz3GY2~_RQ?mGiT16>6&omSh4PRdR=<+<&v%Z+hRLvl$#TG zcXXbl_J+mxXB58wShX(l;rDCD^$Y#$beFwdyO_d?6`Ei2hP%Yax8WXV>h``-uGQR> z5liEXrniX7*4=XJdfsc1A6HB?8w<_8K8({`nmDo5<@c91hc)Oj_}sF{{fB0CnmDx6 z(DlnAw@)lRGIzBt17FuNzg|+DzijTg(mM95sq~r%^^3DVUdrAn6S zKVn*?YY9n*lim!R}$jS$kCl8$H82xrfy)8?_ zK7J@vVtd`vJx^Rt+cem<%#!iR9?x^B6~2CR`EJ?M1qL73-ojjDNP$1UoE_ci#s0$L zTT7SyhNSlE`>N~AxR_pf&vc>J)lZFkR(_!w`n5&-PtSLMymI_jY zm2ofk)_H#q>D%#-pZ7og^mvtiY0 z<~F^xwk2n1pDwfd49pwTTa3CVieXa9~Rl-`;o)@#1m_BwdFg!=Sf<<~2 z-M>2J(3!utMiyQ^GDoMm(-*jA9)1_uuw1)239ClVFg9L1OxIxMPeaq*-A!0ot6ziD z#nwgV{}N#n!yk4?JGf=e)Uq4aEqu_zG?y2g zQ#XlCcRnw1>zlb<8V>7_p67F^ukD^bS<>cgwoQ4KT{$uArsr$HNw0@r3@h_$NzPNd zA1B1`xv{14(~gJ}$B?J!&pEE@*b!@6$aC$L$;zVfk5Q|IjAl zS+~m*$81=+Y|4Qf1CG`1-lkmLF@HI47vg)rjla8NNaB>O;ag`m9X$ftwXQRsk-;Gw)c!|clD)S7kcw~xTeJWUH6`qi0F83 z`SY8V8>~3+W9q7+kIG$qHMC9li}iC~lGdKTQu=O>k!>YUqNqJGBr0}ra@&w$@2qFP z-Ld;{oh8==QMK}Y@WvxUE?eyHvz?9GzFT#8-7$rc3L>lU89iDRK54v;BITf z3c6wzj8}E}a9RDb+@iG3=VzVLoqVg`_}3WCv#O`2RzDi1F8{Sh+5g%6UuemVqnMvo`S#$}cZ0OI;!E~^ z)3M<67S2(RTp z_QH_KODnF7YElZfu%&x7ek8gH5X=Ld*1Z z-&)pV;h1v|Mx6Wd>`CWUU4q*3W4~F~%us1qqork~!k)<~GhVg2S)}J*!Li>~K3n-% zgL_}6#*K6=pLx}pvTI=PPq}aGY4C7m?l!8Rn8Q|M$B%i>zsOzkO6+n~!tKABHAw6H z_?~A8KdeWt0X3d|Tq#c7aIbUx*{e&xiJ7loQnzrwKJ$v!SQ;60zSX>(-{xVGj~0`(k(2dPsPjosuT*lU#4UB`6b?eJG9fg==Gm7;)<=V5_PQH=4r{VtKYuW zAY#eFt9@pDTDRb5)r%(63oaV@C|izD{p{GG&$~?tE-^NC)h{_lrcXF{w_Js7+g~q! z^-KE`BcEN~^yl?;QnF=D&}y;Jo=a~QPnc2u#nRjJZO2zOzG*+XHt5}+HxZn-^>U%>E+!r_VR9W^68ztKs`8V?UU_3tF?QMZSoIOQNGwcf6{-`}+&u z+h!MNGv=(}xA-T29I}-hAsiiCsm=Slvr?pq8)x0$_-BK^tM%-@`TD@2`M1p9U#wL1 z(K{P|r(HO)^rMUSTU1~4r16>+`9cOQu3vDSc3j>jOI{C)IZ^(7>G8)q6+5#2+o0Aj z9_t!O?<&>Uwf=tEZv_*|rj%J0GvWJ;CYxW3T`_8G!e9G0k2v$a?!cJ^D_m1ouPeXF zU1sIr`H$Wl9NjiwgKNd5U&e=AesHWu;ZKF8ju3}W94_|iv$%5KF}FU<{`9o(@-0uk zO#fm0j+<56rVaVHxcEhJQKNpPqzY|r)l8YxIk@@|L%Ct&rVOulv8|@*R`=_Ei)+6! zzu8`4#K=m6+bs@yQR2*yknpt@PsNZ~>)$1J|FghA_vi9?6U*1n2s6A@9eO?emvOx} zPT2k?YEXfmJ;G8eH$LH>S+dqLXVEg3FMM-8{!`vBL8|40&W|qrN47uvK>cl&hM*!%FsGdCJ(4~MV2HsFUFj``oe&!wF_cIcMLH-oEAc>G{t(5xQ^ z6)m#yb)Vy|pZ_$LICWv)%LT>~Lgk`=pT6I3dUj;SvpFTt=Dqar{msbwZ{h~7xHCz! zDeTyT@jH$e%C+`kV!>-$!xJafFX8FlaCV-I`JZM5J-kpaEm!ilhw|JVri%Po=sx~X znNdmoD}E|>?XiC9jSqu2zWXDjf46rZ*0naB+Yw)9@g29N?!5Qzw65#>8r#&kmwn8m zJEcv%o9Di6=(@AJ>PFPs#A}rr&iww=gugr~hg9*MZ+r?$JK1EuK6QI};}3T>Y#T8< z*NJ{dxyQ@OzpbBmRTsQ6;@4esKSml8s=qqEJzx21m!~vY)hxYGpJjV5?Y^+AL%*S2 znx8zmV(cGL&e6}K_$noqN*%xMY5UsTd35FOor`?_@m&6@Umedv2f4R&*?)Chm-d5J z^!<7${_mf#&n|UP?s~y;>y>q!qjm2{hZ0de=$;U5mDmJ@1rq#Z2!)h3Z zd~Ch#%gcAuTdq5IW!nYlIw|9P^|@_l?m27E-ttk-0X4TCI10_4^{+fM*U`kp=sRJH z-+tWNzMQb5+^@TS-gWxq8T(xz=Kda+LbN;g+(n%pnB=Rn(CzZ-KkyPd{Q=UR1n z@?2VJz5V%Q`@$#k{HBiU6*uMR)9^gS``6C*_vxvFelNUa`}W@x#+B`+J^%NhK4o;j zwR&vPRd^G+^>DMk=YB0HjXF0$pYX9=vFbOXi!~civ~_5+&2f+4ue#s3!0iXq=Nlh< zxN>iC>7G|_<}2KO+}DV%l{1pZHcx%B4{gWow z{QKE10u>0G&97grfKeRwtV`k{0wN1Y?< zuC%zivsBvZ0dchpH`fj->Ns+0*rxAte=}iHsc|z8FSyqtegCpj*JE0F>O5Vq-#R*D zcA@GQp0*YiPRzF05d7xyfc?+s4z7NF=i(m@9=ZPJMNBF8lOu~Dhjo0ZP20YGk#grr zz6W(rL#|;pQc9UGd+wclUB2?*0Zo!Fz@YEu{~lkozvFGa2lLPL%en7f$Ea@R(%nX_ z8`1Un!QXybm$9x>ov=!Eo)@e1?(?S0b8c$pxSB5e;oioH*Ne<)AaOSJ3IF)WK96$`8s!D~H1x=CN2!@>#(Yi`~Q;OeXaVf)sQ$hYDXsli4^`3QZQJ;PU7k zB06~$T;7+L!)km@2*tfM*x+?-8a|9wM1_xt{%f9MkKiAJk-4i*aO)}<9d@^*Gn6l{ z;JJaM@p^3#BqNtXDu5bU^0XUp!Mk-08tM|7$3^NR;tetS_WpMp62oGO(N!dfS4+DQ zoq2Oh0(wAI=5&dv7Kg`eO~*CobXeRDyJ!N~8^X)=?XZg>lEo(aD;1w5wF&8@!gWs3 zmE>^QM3au3f=d;x>2E`LsDq4~=LN}bxzIHw)zFn&f*rl4pwtP*9v+KJ)Y&|em=+Pr z13H{Jt!|KfbxHy9ExJZQ^3^KnDg%T+Hp68lmzCF*EVS#a}A zu{(O&bx97F4$(`3D_N9uPOBiH4}gqN9>PKY^5z-H{RN%Th1;P#Oi}?vlNL8w1<*`x z{iwz1t%!Mgl)t%$dt5HjF5yP$i$=78Ef?Lx9@P>bkR7o*NWL7V2Dz+;?Um@C$1Yec z$>`{=d|psQExS);UXIUpCz{+tMYo=n`=O=-eKoStpt0n)1s8;WSznT_}!RNKn z-7&=!_yxINh+g;~D)0<7_OTb-7$8SAUcO(6#w}9gJCZ0qq{eq4`OeB3tq!+*3RtvLnglhrq;K5N z|6W@)KIh-Kq(7`Z4QtTQ7uL}iR?-*N*%#)2SEOOB8u-HOzA!((9yF|x|6Ml?3-*V3 zNLYErx0=-;w~q#jcMT+r;y&cQD2fLX9_18a$!J(1{@~2jdAWVjI46no@l)Zt=~N}8 zu0Eux5R%lTQ&<19k8YYOuwLe<0^7_o!Y6x^1%Br-2;_B%+=WH) zeF$uSA4vWB+CVj(V3kCdU63rPqT5IJnVhijw-txoWIX+2~vDV71%fbV)FV?6_`G{ zV@k>2stHVABJuPD68cS7p^4dQMScR}M7PH()vM>R_jC!);PTyc4m&F8ZjmlmH+(R~ z=g|SV>MaC;Q`-y`Kr6xJ7NhKvPZ~pB6jYgg4pCnp?Q8L%fBEbTe$ zJK88N$KX0zJnm9lPm2X8iXRai8r;}jFSNWbe4rK!vJ{WjV*el%kI~}(8{F7duWNaK z_*gAK3pqSaj-cV=wIKU|MD%48^y9Pu%_)5uKRvp`tC<{bsYkgXc1MDTC3yU&Ry{-SPFE0wC7k>JiT71_Z#o5U`r^Gd6 z&mi*PWyM}o>gkZ14VQ>qW60xykZ8s3G3a~w$y`A(nm-#d7`1^44lMR`Rbw%T;uJNO zGbnbbaX+J2Mfxyxo8fi}cAY!`nuTdk zhEBk#urM7j2`(u?Op_w*CiF+ypJ%B^e6+f?!0KQgg8Z)Rfm?Kg4L=M?P!cJ zRnl1`B#`*z9my<6I?0u8u(%C~rNQq~$L%p97cy>|j~dwkYAf=kC;qi54kz*d(=jFO z490B$&w~`VCo&(!;oi1e@jn=YbdB&B6w)ZGF-ZUN^BKrJt{G~vbCHKGyGd_P*W1%$ z9kJ1jgfUMApr>jPCT>1jtXrgjuwNLp(OER&Ijt6{h0Pf+q>AWQB~Elp4wo1wIz>Th z=CV4>7Q2`xxnzt(W0UdUNT=Ikb=aG^jAqf85)c-f+*GhwW5r}y(2aIDQuHp=NSZmq z1Y=4VmSn@kWQ$!dIcydq`b_y@fkMr-Pz4YnS`ib`Vz-MfHyVBo$u5V-DcVi=A>3h? zEOw9B)a9_XA`9RcK{A>n?Iw~=WSYe-xx=X>9Oe@2MzhmsNwcFd4`7kv-11_kjFzYX z;>2Vz&0=#piTZ-ZEmZ-u!L1w(>avhWTTw&O>R8p-GR3)PRO2fYc%=$pl?r6F4=RJz zDu6XA-1<=bTJK6_oq~S73VVg4c%ye@+eFS$BfOdUmMsk4ssfN)g552bEBap&$^Qn) zVX&Co$YqrrWK3}zU8qzIa=alC=@{h-kwgP3MVC#qIb7)mk6TC4>LW6i`z!IbDuqv{<>)1ds4HoA9#lvU}w3<0g0n|Fa36i9QoLm7d495bJqa0xqfN zWvQh)!Hx91e2zU@&&%Z(j+Q8~4!g+ojcrUhY)9%-2WtHmlbmygeg~TQg;aU9qYU4P z`k2rwJs!Oi6%m8fb`7i!V~S{M6dZ>00N`)WV^jbpK@yZacBukaAiGs)=Ae2TrmxE7 z*NT*$Txo(7ZxgK6D7#5agFR#hK=gZ=Z$vBEc)2>`Mak_JrK)aGs)i*7+I|i&?;yz_ z)#A2DaTS^A-GS+xPysl4+GSx)Yyn}HnfI*_@H58J-LBH^Xy9A@a9a zGdyRMZ-(cLDuk|PGdyRsXolyAHqG#ykxa0w8J;uxH&e_RM59xfd^6HaJyC(I4wAnvmYfE_?++}}t8XGsy;#$=BBqCz_;Vk^PzmLtC^$_p(URb&j~h?iRB zyBals(c^LBIc&kH7K zoEnf0($wgUNa&8oT~n0gI+j^6WuHS05Siw*I$VKegFFfUt9e^VmrD&GYcfPx(w3XA z=*nEy|7t#U4aHl&waIQ0TKyWV7D;poRvl5pI_x^T!yZCH{qGV-%x)P>-4nL`9%gvBQXW;oMHaDC)#Cv*2+f znX7p;FRv_pD_IrR^tK|7WU=dFLDD%LZmi?4ryCv3%jqnR#@Y{gQGz_VIz63k&Ks8Ly(`}z!c;>ZiwY&&5k@q`)U~Aek|5hpyhi= zqG-0*O*+4<=&NOiyaz4m+?HNqtZaE8n&@U#Wz>!3+@W^f6Gezd0l6hZ`Js91DY%iV zGE*hlVVOYU2n%_STNF$&LYfY%Q&2)a$HH<&`DRaxJsHtq-@|N-PL?ZtZ$gC=LGsOB zIW<@Vc=9;Ldx`edf`)bK3R>22x$Eh4jnG9r@U|tED{{8tk~I*;XeYn40vBcC%Q5lk3?4#cR*F+0@cmKb7BPzF zFnA5o)KT1wXz6So3Hz5;sLgc_WWIrPj&@xOo74AB6q!>fj{R@)kacK^_gXW2+Wt5B zU=5o8y-p0DaI(Xihx~GoU$l@ex?+*x4!|if2%Ka-MC~rrD7Yml0f~u+s9)W*2l{x3U(P_|GICp{at4h80b~-$nUO2E4PQ#Hihdida!f-)ohC*B^+NL3Fxl zxS530_ver{5o)og8r+h}U=mX)?f3*z&UUoXC);89cYzWD>-HDs`w?#Es}DZ|Us)vJ zIaR?Mw;n|q=V*i1R+Q%|B4a7Be1TZH|DEVIf%USH_?A@S5Cz^wZWyF^2f6i<;@#xt zL5gdVcB#Y_6u34SXDF`A#3MPgkOJ!ojv|IvsN1bg!d3vG#Au7+YJ@fvwO>X1ZqOF5 zO(`8R_iQA$JxfxOg3d(fLft)l?W<2)(r;1)mjz`&K|j7N?l+V#a%|sJ(bhtZZi&+F zY)jgT%iY5z`FUJvi`S8%CX26Ky(DQ;zHLdFDlyt=3KdMI5V=u=2x%5~i1M4uw8KVv z^qmf5Cnc0LB46KchsP&MXCm{G66CTK4^TV_Ux4ewQ%L<%{DByN zQmi6YKxF@{k`CQzf%G*Ua61{+0k_w%IDKq*b3=4wYx^>bsM`+ z2-n%LTy7HU>8^Ib>zhQuEgEEFAGg!tmJG7)3mH=Ag5{NgNldcXMN@g2F`BRZ9kF~U zuMMn1qG)v+EOx0@4Yx7`8&tW8EpQSNuKF zEb}>%vSxv{X0v3WGYWQOXoeU0OFQ!N?LeqB+=e7kKxzPs$sHh9qDV}D{`m$ zi^+|QU@Uf{OSZ~QOxIOKZ|MGItSdSQ`XZev(IqGeW%Z{n$>p%=s!+NOr0r(nsw74_ z076gaI-A8U>jIHzSQ=Fvde^NBmOr_&RYZmv*lHxfC5n-Dw`fbWis5pjOR|Wr_?Ar*V)X4>#kCBJN+7_{ zF*2?tU2~(cLgyPR>gk|dSG?PgUy*yE@;#l$KMXMQaEkH@J5iJbdGTwo*o{_?Ni;YG zlM@kJ?D|yEB_zwcZDFVt#u5Qf)=7nnR!_LYo{D}^c1cVYUFb0ZeVNnY79(5^r^6#f zT0QtQfPxtgh<5s)V}vvWnhP$IO-Mt3;w{NGhsC56rhG~JRyF<*QAkOT6RnL) zNwNuP(Q&baYb(Je*hI-?F`_7^)#GlBw)O-$zpc<)ak3O2U6uT;M*cdI<2^Rzb7Yzm z!x$lrJcxpwJXy#?E0@EBpL}n}du;JNJOZ+vuzKQUu_i&Vo8!$ci#-LMgm9Z3R+DIw zqtOq4yj%`FEp9XUB$|En*KJ9*yPX0u)z4fv^>l(Hxh#nuNz|1iRORRa5C5bV>~{!{ zMzxl)vF-hOB)2H(>Y~0ipc^k+T^mJJlEN%fPm5dB+fC%DrHeeYchIL;hZOIz#RzFJ z7CS0reWE*Dv{;*39S&CxBClM%rl?r@vqEp{_1VH9pg z5oQ!)j&vnOra4hv_HapYNW6`5#|p7g?kIawte6~cNw&v{MvK$sFrwotJ!1qZ#$(0* zlQvG84i0N3+H9a7e()^h&W47B;cC!N_n{GL&@V-(AVIRx^e8pJX#A`{iemR8K?=sG z<<|icd6_gQk!Q(4m&n6dHNZG;{CG9M1U0}!HNYe_z+^SR6g9w9HNZ4AKA$jy{AQ{F zW~l)()Bv;9{@si@44#_>o~H(wuLk%<4X}WTU#P}s8<4%<5+-h`8uQK^k(Vhmj66#XD~&wtPy_5#1ME@*>{bKp zQ3LEHb+AtjuwM;u0DUu42k6|#VN~r$m3h75Lr2u0e{_`Q^@tkas2bpy8sIp7)(<~+ z7IJTwiBFKsHZk!sX)6=Yl0!EW4<|{3`Be>YN)2$@OM6DqV9u%m&Zz;;Gnu`h2DqpO zFo_bHNbp8Nsz{)n*l(FEE>YH2#YHu1o*;{6CNvkx6AWBZG>FS;2*6jez*p4(*VF*l z)c`k`_?v2gTZ)FFjQdTE`BxEnnNJgu&%~>h$Ys57hvV)Bumw08i8aPt^d=m@U6Q82mg7{6dXQPhP13UNiA;P@`AmNg4O28uQPQ z#LIjNC-Iqh1t;;Dcr;Jq;T`!d)QSF51H4z`Lnj~A0H4(OV9DQVfG=u*uP9v&fZpX2 z(wkz5J~9o7*pkB)?y$)^;&6xEC`jQ%ryp%e5$SWwq4+rwMGv zG_JS?^S@%|Wj>G0d?sG+&3q;vg)Kak(D<9NP6JR<15gSbF4h2)(EyZ1w#OQPa>!;G z?bc|}${d-NASpPoJ5|sG;)+>dboMDk0}zT1cQf%-GyqjKS$EZH8q9yEg_rr9wD6gD z-LUYPczm|-P+b$)RcmMfYH9##X#i?#@Imvs8i0BlfcoAv8feha<+3GO?1C#@=aP>j z>8wIJ+VDxSdQ8c9_ilQ3Ue+*&8hy(X-zsKrcdYddMQRNBKZ8tVa2w@Ke@b_!JJ!z8 z6;Typts3gaGAX6wQ;3$@>PWV@C5ut9VycuvwDvf|2ApAo8}(gE(>w+5hK9;kRs9wv~J{(u^xKl{zb-$9fcBcpVZ>(?i=JxfR$>thFf4tqNSd=3#IU*(p=v@(fn4 z*7Gy;`I-3dRDs%n0tBO`zVK6*Id7`PcHTL;Mg^1S)N!-(>)3NGEzXuJDmZWSj)CPn zr(a8aHEYFu6+|1QK)Q>O)0IrH2=QBh3vNr7pPldPr18!V+ZeCvpBWd zfr}qC(?(s>7irxgxNn~0XWFSoR*Bi)A|A=c!}GlMAzi*H5zz( z$Mj!}N2)ZtyQssfo9D7CZy;-k2LBs$qG+T6eTEM;)_{Jc4>i$%ey0!VHK0Fx#n1Y;w`lI#k=!+K@G>Q5=UHlqcJR=i zTmq}~bd6pb*^x$DE$=*1xBsShFiB0fIViQUB z(28#oDo71>$)e2OR1Ls1)ICHSOxO7BC}%K|1v)_(D<1+3v?-pc!8XOSH2$!mjO3Al zx-XK%;h$X;&DH?S(E!Z#j$`w@lGuE&B=!sWyFi0ajV(fwjaM35f`$_kw+wv)Qv0Ce zkjPG11F*s?X|421N2|Qj(Q2=Bv_^wZk*(7Jtk(c+@YcmfuN1V&D+O&Paa+7iWvf>b z+UAvnwtFR^9Z1?Dap;8FZVkX54ZvPhCmMkLB<=u`#=XPbAq~J`4Zsl%z)=!+%sa## z_YQFb7hxQU(j!;Q-OQG_HI*mss zJ=@W}T)fTeliCWWVtW=!YgS=TBowzHQkfE00R6LPXCe15ntx(Vc*8sL-1JU&x4hHc zZ)C)|P5$2Tu7B=&r@VWJr+0FC;GL*`Cvguo|LnT#kp|$g2H=Tz0(?qp@EQ60hX&v| zQ_C+%+)GVnzX!_J_)7DSwod)@muDgOj7I-NRsECNoY&r2{tcS(6`kr&@;9qa^-j^L z{>f(WPkwVWSzR_i86)>^>51^!P};d)rSo#<%{4YiHdI5) z9@!-ZdBr8lu9^JCD!qu&2Z^_du4ECj^wC803gkJA8o*&YIUikGFKom^=|+>ZDV{=% zLa>U*jm&9{E>RM7IBgx)vHI!JWe!Dru3{AQCW}qBcr}SehdtFtzZ4xDRJ^~9Y<5yy zpX6JKD=2US1~(=yZj`u=0yiNBEJ|Ekf%VM$dSZY>v4t3nP@F;x8I`yJc5OlTzRKP1 zjny1ad*e-8st5BK>h;D(A{M)3wYcS}(_)w0vMDd6DcuK8CX^OAm7{S@m^h>C_rf3> ziW?FgX=(o(HlH0H$?1{MZkx$sPbSE}gDY?QqHSE%ypRF(op?MEeNS9!DKRQ9yT^tM z^y~(U-RY6si4Ie`9~y)-(Je!g5W@H%-*jSB`biUrKWBme_R98OymJ0m4IT)T@hT2L z%>igQ0FH^%a+rUOpLv;2#Ls*tUI{<*nRrM)^N@`L$j$-e-~e)R0J%7T+#En24&WOO zATI}yj{^we0P=GH-*NyYyWs;Ab&0W2DE{h@5W&>l0^6wzaZUSAFREvO2`5jK3QE-bj`th={W30oD z4oJu*QS^Ow58B+1mknJIt^c^dzaU0Nvi*3uJZb*oNO@2kPYo;63|I@CWO2C_D!}{w zunLgU_aI{~#XU(~QJhBjq4(1aZimNZ6x&Pw_&&tQ>-lh7ZJ2b8YAkIqli zr$07ur8ENw4aEbQybL0FX&35}6Qg|gF=-8_X({sah)HV%lh#Nktx+VcxX{Fav_b|1 zrZt{vU*nnbq=%y@o=Dnkq9SY#F@z2^XI*F02L#sHJhCtfH3ydYQ6_H-=v;30)4UuI zSPlz)GzO#DV^2{U`tSq!fHGRd(E8?pfp}b?bc=m-ReZe61F^w4rCCMBdWzRDcq3CE zn@D|_NgHe~8LHB_9ZX&BAx2oC#;nWp(ZIm++(*WVP-9?u79JE>o(E~U8~rp*1_hSq zAs7?Fl7L!SF z2xH!0EPGOVr0#0T;QWjc{cR@S*$EBB$o8ZWgE0?-IWQLrgY6-F0FQhse6U4{mGR$@ zZHdrygYjSSOk;Q!Vt5u}cz&k}oVUu8d5Yo+WKO5JA~Eo%xDtay$dBU6O#4B+t156+ z^23{M0D}(TgE*y0-&5l13S5M=6Nl2Ykw-bsJ0B@(q?Wb)I+lDyt zRQSZUA zjt<>BJ(8}c#Uz=1ZQkawN*1S8K62xm!J)}mUe=BMJ3hpl(!XUid@L{P&}g2Ukus&Y zIl)L0$Qc*pJJ42GowPEmDm7K|KYoP54k;mmErytpr0;e05!9JeHeJ z=f!lT$$J#nAmymUl@+))X-|p;m~4_|9nS}>6Xr2;?0n*ECKP!mP_(^;;vW#q6`PQ~7+AauxGflythoTb#W%M;n8f%y|)-q|VWYaKa zPNP4Q#%3ms%}g3wm^3z!G$@W>;v-bJ-B29K;HC`jLJk=!acu?e%EWgiuIMQ?F!2T^ zUQh+nO2afvpU^oj7MuVx@k^!NemRuE0(v-pRzf zne;piy@yFJm5EPf`1NGsdouC8nDo%q06#Lgz5@Tu#Q)5ce}9JGKw=`N#7e!uASNE+ z2n8O@#1CfbX9yFIa08{TkIBzSrhSZL_>E%XM={?wnu#CH#E)aro50XdVA7k|`S zO=99Fk@&}P*a)H}F@)H)63=O0$-HlOAP?iNbX^iMbdVRkDPnqN13RUY&5HloIwhR= zWohYm%i@=@k(*{c^3N3Ma#0W^lx<0y&C2l$r8&ppHAfbA z8;L!Ue=oE{Wfkp|el{1l4_Y=m##e`8*|xe0m*c8@{(S(1n}*=ESSd1pMWovWo5k4L zBiJQNFA*Ph0{za_=ZJY#RSxtgeW)4-`WpxpBnYZ=05v#(n)q4&8O6#*^R+naIl2x9 zP?rP!^fl)o_aEjWOmNL)0B+#BE`F!Ug0pqQP4r{melQ3TiQ zDWd(Rcqfq(DBeXRdW!cj@%spl^VnrqS;(QWF8M2A_#nnHhX09uYHm=)eJVWrWDdZ@0f-zx z5(kisvM=7-c9P?xWb5~Gm^@59cDSbabtFe#0{UhEu~k<)t&lO){VQ{X=d`} z@0#ZgNmq`BZq$GNH)?S_+`l$&Ohxq`8=K^CiLzYFwZ|HS$vLpbAVIXd9WL~#f$#O? zXk1`;8mf1zXp@gUGn$!nF0*MRKKqOhHAh#Cu7*$Z`p)#CQ>LO|kFnU%+1+?q2a3<@ zwxM1enpz!#)W%|$>O|S4I_RNlttj$e^=eVbgF?LQEg{U|u*$?$YehIbiB=KORaXlS2e}W| z`zNF~+`7oNz0?SH)(N7{G%e5F+{hTj$M)IY#z6y&_ny^qRD;~#chbglXQcB zaAjYnwB3lFlH#rmuE$7wjfswn;s#mZ$_hN1d;`U!n7mFRd8K$B>E#s9VQ>b6do%g# z!{EL|2dA7#rg=xN>Esu1r5Oh>ll%f^Uk)IH{FLEny)uXVa*-aQCA|~vMPw%WG-oYpHW&1=bSG5kA=zznnx`LA+~b@X#oOhwuy@nrHA3oxwv~1`q8rc<7wL zgOI^Pat04689cZ$cu33Op>GBcgEM#-lflEZ3?6*GH&Fd1;WcY3;=G6Aw#3#}iGvy3 zfWfU4IFagX-ByQF43$>~N@Mpk3vmyo^ma1pQu`@c!U(a-{mC~PF2oY0>>I@`U&13h z!A0%6@FG4SzcoocP+W__wHaK8!F3s2k6@!9`8;2tN8)bEBqj;y$fq1b0geMG-XaJ* zWF#vqJ7t%|WQQv~MnK!wel5C~CKx5ZzpDVAvWuNS#=2mvM<{<~5ijc;$}Psa{y_f! zb6ZYY1|>;frnnTLS7M}3Z&Tmz)VibsN0Pp(#0?a5N5TDRAAx5;elQ$@01j%Jd3$qHw6q{ggXR(_cJ(~+Qo5h|?ft>`C zy;pS0iR`Q>&EmG$Wjh0hU36PaqKO<<#~UD|?ON!uU(o~$m+-O#;uKvLhsk36?=F#h z7scP$gtWUQ%qm!kmu7*NaRAFXfE66TN+zC4W~(@W)lA$PBHiU#%FBF;F6A@vs2$SDp(eM4T&OJgQ0`bq68Z`{~3Ty-uYUIH*+|Q zU&g~0@0`8WJ7;g>0Jd`gEo1S;MU#jGL-9P)hA3XZ;KdAH#^99@hgZkT>%SgzCEuMIPdh`2>NcK|J{@H-Ne9mZ?B+7 z^Zm5%DXlS(HqXkybjs3ev0Hy16)Tb;`=gX*_V_h#e>Ky zfZ_q994Jm=@|#5RL~$|`pUlK}XW~<`z-VrYTJ`(!v46X2w(fI&^6gEpR06y3OL+B+0k5Ga4*91(L}R zO?weWSGWt=thZc<_k@2ScC4&j(Z&Bzb3^Ady5>R*gM?AOV~KnsyS`95=w3tisqI)M_N{zLIDLO2Y4b|l zR)MEb{!}JnOI{N=m<-Dc9{xx$Yu%5lUP~fp?R5wIXakQx^w`-7Uq3$Qqd9qYV9VhW-RY ze~PKQQ%v2RB71WbpCf&r;tQm|C~-;1`gkhsvzHVaQ1rXZtaYy-O`hx-(ImU8ayaqz z?eftoY{%vcLN!Rj644!)2AkkcK{r~Wzi!!IBsR=K82(v#6KV5IdHvcqs?DQebrjk> z8dg`K&7)!U6xuu*){tuR;(Gbdd2GP*Gbrd9Q;k)e!gUd$qclx?G-m%fA3~#~(^I;3 z{xtJ!4CEE=qw%L#g`tV?(fHF#U}&foFi>mQ%cnIQuo25&l)gov*07gSYq)eH9`7ja zPn5QoUu$?_BOaeAO|&nMiM@RC4@1+^uO;=-6y3!8+AXDPMd{il_A)4FBQ{~ViPE*E zbiJf1vZ_+y63My=pKGJEaei8V{cj2^!#4CAP|>*({I*V;0?V#_VA;8pWp{s5VA*x> zosIIBUC`#ha_Q(VJD+p?8VpSrf7$tH+7lYBg08E->|6!~ZU4=IWoMvtuFPe(baPql(wh8 zY$yA01I1SMU6hdG{Ty5Q z0D2ptr`Y8?)8%hB&9?@&iT?g}>?7E3~o=Np_k&k*F%QyD4I_{vB9jM=eJ>*kkXI#k2e8rBw|}&8yVy8hyH%QEik`h zv)F+czb&wg<`J5BDM`Y*qXvyOZo}WOXB!_N?;a*{5k4dDmxr(tNjA6j(QZ>Q@(hE~ zWr8K)pIyIS_0F@`yz}gJ?>u{h1Gvcn+~NR!;{a}R0CzZmyWX|ZJr3YL2k?N<{LcAx zb?GF36!#)BKgE5ruw8z;9haL@t;gCNn`A@etW1uBeQH5n1!R9LKbFt2gO}$Snr?SS zCrQ_lvd~l2zYgk1@=tMBs^4ZDuPoew&m~a0WFiZO3-)rvg}POcM4jwMu$~UR-4OXY zXsAnUs1qB)$sN30E{}HLwZ|Vja9eyy{!+eOh>SvUb-KPMn4S|-;xdYM6Qc^0gJT)o zlEJMQ+?v5wV)I9_jkqPG*iJBM^XM8itN_#pV_w+F2gtWInKoZr6)5l4Rt3t# z_5NSz6FJB}4H^Twt>(eJng_>f9$F5f)Cr;=MzWtRawr1rozU zLqjWceR*PWzxeJg;_@z9ImD<5dAnP`R(0div@)k!zAI8`^dzDGUwrxDs_rxSLi=Ou ze9Av={mOw0@0=)Ele-ary6FClhu;law)$n`3Cj;&E!JvX&5Oso4t&~M-6!&)?cC1o z#{3PH?gbxmpkMkoHK}{VfqttGJ?21v)Q6sMpugfnPdU&(LI`ci!ZUPAC^yzDbRwGW zKNP2ko^t>%IDnTN=;wVo2f3%93sm40QYPynEN-V&NcXGT@wJmKQS!L#=*~Dhxl+<& zrw4ni={`kbPoscnFIKn1Ng!L zd?g~BN{g@CLqClcfYSnKwV=P>|GXl1ZxJd;%RieIAiEYIhgN>pPabfd1^w`W%G^yKNOSjy!Y@(%gMVatHf(nR4E4o~4GMeLNH-xhtdvD2%QeMAr{8x%)v2P&A9&71M%# z)LZs0FB`m7n$fhtS-GklZ!j&&!l+ zck?VYwBOG|D9K%AEkG45KvgY3H70k}y=Jg8uCgW$p$KrMY{;0o2k0)Ybyj z(aO*Ig(!9~hob9}>^p=f@vBDd1PCW}q9ql3`pVcgmvS+Vhj z@S|fK+JGw~-%|De?LW{z8F?OZS6Bbre;Vc=hyH8SINdv{J+cb#(v)@7HR*mytE zVvqOO{1a+vB79O@gG|^I*CC60y4f8^CU|<2UOysiyxHSl9M@(9+A4>!Kuc)^k_N>l zvdK-cg-r6P`}_wKgBe^+VYDAg6iXCWBN+L#K>1-e4p;>t{nq+K8AQ`bXVOh4G)jeH z2W=qkm<8^n1?a2==%NMa%ETMA0Nu0zf)*f=i8E?3|2#){nNQIpd?sF%j_{dyL?7Y7 zqy-SQ07+VWFGsQ#pmq5m*@=#U2+2xZL4oPvTAwHWs?}k_a9n0JN!`ebX`~blJTxpI z`_`bN`1Wf04&9_v;))9VBl%@{r2*QQ)cO^t7A-(`ZJ>wM6a}_w0}q|sw3#=Cvc3&U zBq7+fIzEWa`dSaXJTB1fIXznPul@AfwVAO)3*giO^ze@TE^XF+`ju^i#<{hafABG0 z=2PbwpNUuVV|*qa=403qAZ;7S5ul{a@>l~NP*MGo+s#ECz?);(VP2^tL9*g1nkYW# z{SuKDyW3-nGKqG{BBjTP@^#XzPl_0{UbQ=H7IYW9zrH+L(7&8ar_NL~bx)yFXQ~#U zr+3~<(*mU9XZ<`BE1y^Cr3L8iogMplXThJfpx=pNHuET|uU2LZ?T_;^6Z3JNWdv!* zd6orCKh8rxZ=v`1%9jJYljuP2Bs$33&<1;D%OPGVaHv-z9Ojh>hid^wXaPoQ0Y+)% zPV=uFeY6t%foNbn!OMd(x}|Bf)?c|}yq#W&$7X@YdF8zEUP*F-SLU0@#82`*PgV>F z%D5?7%-?*1m-(cf;4|?WeuB@$W9bPVrYZ)NX{e06a^(yyzJFz=)_?!XEbm~I;gut2 zYXRgvVq}%%5|hw1XK3l~CRZ)f0Y^u67$`1DR_#ixj1MLjSxQ_6{@KBE4*AZxitn7~ zT^!BV0{o)IRx9|rLyKL)53(`e0&U>EI!e4yn;9?iO2Uh^083DrGx5|-G0m$oZkZPI zZ}KZI^J(=fpNUtuU-?Wt`u~bu9i#81u8x;$|Lc2o{5RH%c&NtK0Mw~59S`K&B@3Uz zUgrMYT|6tanej?3z$z`kYAwJTZPs`3C~+~@kD0oF*I{k2ggvWQGcDvc%%)0n;L&KppDrfYV)75>rWbttgD(*P;x-0k7m6$IF3QumT z*|_RMsq0I}Z_uapO}xG}Xu`CnWBax*^;gRclIhP=*|Gfpe!17(XifwXkb6Crt zd(oxXh7-3|m%rBc)wv%F#LYRao%g`qi^Lx2+z(MV))L zqxZX_Ll2&xyKzhJ2j3I`yZ&QuSJmSU_gQ`zFuUXN0rtT^woESCwOP-R56ZqDcVb;c z9#?Fb?e~efZWUiYF3*QL1z(OHaP{7=7xGz)44yVI_;P`_ueyZ~&$w4Ls^7LIyGJ(q zwf};``z@+q``z7F?o8qy{%#XPrWop@c)cXq$ z(>6|g_9Ef%)wZGraUDswd81`e{Lx0x1@#<);T^8=zmAYvzd-E{|f@N+cob%91eUAn6OXMtmZtLD{W8yAd zS6|)y;M!BekegeZrtHs?{C&wReb8w z^l_cv@MFjHopX0y$iq?_t{IyIt>|Stb@K016}8)UC9oHWOdoSQW<0dk=$)HuU0IO# zb;oLLrf!bkcjL*sZRgu>y4HAgshF>`Po01EbH(YxTq!aB$;qijx%$JtdA4TLkBySc zdHAZZe#N?qd4DbSe9T`ZgUi*Of9sR0ZoN}4uJ!Ko=~=}$+4dG%aBIoF?PKj}n+9*c zGj7PB>WkugsOE&!Svs+@^Y+qelm4DLZj?J@R>9IGFV3ES>#O0HHEjp29bLQPx*~N3 z{CTaxvE6#pu%~7FZ@n_(C#2ejh1STAG$`&h#mt9)va9f3n8qxGf>?Cw#MOZ{gjOvj0@>aLJ(Y zce<}H@VG+xXAxnIz8vVjW=_!qJ#zliiKzdgsa?#iQ4p+PXu1e)g(n&%9bYkl-$$RT;JaZw~oMDQZKC;2H<+V+5%R1$0v$(~BiV@Qf zE^To1d-bq4GoFWez69TC@VCxf{EV@Z{`t<@gI9OR|6uHl-gkR9?U+2~Ysizm5?~)Q>+RP99PmoIR|r1H#2-SMx)oHsKCA`(GlY`l3kf@rl)U@F=-!X zc%NXtFW&fV0fI=LlAlWx{zTZx@)nT-1X8D?TF{SPa~^W1%F0&4trCfSqy>1a;Pyld@Kll8XH4pUFh%*CSslOd zt{7ix{qe6*>T7+%3_Xl`H0> zcRlt=v2OW{6r5VT!;SD4Cb_RnJ)`YNRW^Uo{4d_V1U!nO>Hi0bd#@nQD3`Kw$YHn- zF&x7}0)!)pNjN;iCOb)1HoIYW!=b3CprC*Vcp#{VsHmWbD5$8Yc%vdWiU^+Qi;9AZ zitwMlc4vE{@Atmn$DijJvejK()6++Fb#--BeH)NrW8T7O^VrhMpJoGWHg;k~ZzI{@ zU$Q1SP8>GCX-l=N%a;B+w+-;vQslh0^nO2GdR+q>(9o9pyfb)yV~*3vmfl)tO0Z&s zf5S6^(Wticem~0woNY6?=9Avu#0LNIXGA|YwZT7ot(bnzB;4lGm!2cR=Sui3Z1C?T z)OOMRx6fuhJUY+z-``~yiialL;_RR9ViU{Z5#-v5Z9Tp;CV*?^9=^nH`a>tti})_$T;IwiXm3$0C`C>9!DexjhWEwyjz zVgtI`fNnORyFssq4d`iO`^aAW?}av?w+*<+24vfSJ~p5)&+BIc{wuTce`8s0o}k2f zJD=KDr^@uV5&aEy4Z%G=FkcYF??X_ZC=An+_?nGbrkm3SNaMgS!2@mo95ChHjK2>V zB`dPc<93iVj&p24t}P{*47LG7Y)rvV;Gs6F^*XumRZ6}-kl-;hDykF72;t^<^gO@; z4~=OH+5%YLh-DJo}gh z(%Ji%SIqPFF^jVf`Xxomk~cE#G=JS=VGZ`5uq6fo>IM%&>@M?WMsZC1*IA3AKO>yzFh!kJEmvhz)%M#=Gl%0+CvHy7kQTON$DSR-w!It zzp1bK4GYMIVqYh{YxZ6pRm(HSEll5sd~3-Go#D=^tF#AK;nVTV$L|W+bI3GUe&dHI zpWXx+k)`hHU054?M!#{ztu1+kbEt%RK2w4Ot|OcUFB7wwl+bA6#>n9;8i4itXSpd zewjsVHr!L=J-JiiyC^OvE_iUDQVs=6y}wZ7g<1(w%j;l-2;T!T9N59rp3^3Vp?uKa ztsb!^sPDHJQi@0W%viOw@{_a2+@!m@$+hq(eD<`&n6}IGevYbxb=(xy5;cJ@l5-lM ztAv#D-i&wtopVfid}a%vg_p`rWiqzulrK511<0X zk%%c0Myz~{-V(9O-t9>d`KS1jF=uC1ob+WH=o|*=Bn9Qv;8rkuN8{D1z5{b*oBZN`R8sO_vZ>PU!EX2$N86Z zfWl!B*~A>qMK;|FDUooXP+T?I@u_L_A^}LxHza%*m(U#-nl9=gqUf z;v(3m-*ZFz6R|(~wwuGd|9K$8Hl^_~$IQuzRiPl>Yrb@U586#=7=a*ORgTe7O6M~0 zeFOEEkVH_zeiY>>0d5F%xKQHatlSI{LR@OkQuFTGY1L*q1iF*6Vi-FqoQ#shaEp$1 ze2QST&M0By+?#t)WZ)oK*BZnCWnBWTervpCU+%4(;5%K2@G&i}H2yUPY}tc+AYwcb zXEnUl!r^kpq6Dq ziB;#%oLs}(;3yo{5QOMIt%@aI9XC$y@3?4DNzi?y7GkRMy90N4`LZ9`$DwK^S`};v ztNgWbdMv(oV~Xa~vq>|||E9>|Mt**(22QbFS@`U`1s7&+(h0lI8!k4&ZSt!}AIYOu zX%!P%42(Macz-GNaJ^3%RsmMGC$U15>%`p7z6L#eM-HVI)(rG$alggE_xzH#W0mCg zyV^Uh>odqi4c~3y0uTT~#PL4J%=;ZeuIgO7RzyN$GccE#Hn}84Xf-lJRG|9wFL~aS zvbM5HkTWW>!#c%Zcd2uBis_daIsFb|AZ^`{(UzPk+&C z>Yd3tHsAKs_riM5WP{wr1CK$${A&;BXw=Yh?=~mFw5#BSLgn$gEDcmTb#r>;l#C(U z`e8+Kz)zcQSp@Y0c;3D{l{ut}C*<#J3_pww#oE96gR>k_`vUpnwl5g_Go=7OIcQk= z38VnA3Az(r4=Igg4rHSyRq7VcZ!K(fT6#z^q~kaPHd0fGLb7v=(e5cS<|M2C#vWX$ z!asWV1jDOP;+u2)t!c*~_3Ln(Y=T7Y2<+CNYbuqmzq&CGwWi!;s zEajPC7Evy=?F^`p@V*>69Ic_eGAMllX!5Hw7hx}Bo12DW6hAeLXA}9BUt$Oy@ zfpB;=b1)Tk;IeDJ#RyR~8W!orm1Qm!wcyhzA3=z&O;Jr`#!H_CavK@Z81SD(**|zG z8V|VfYPJ@V4k2rgtd}6`un=Tk^AK0`Aa&wyb(?CLJAG6rtLh|cfyf`~y)^84`G~HI zFdZf%de!l5tG*moJ?S98YH7Aw5^8OZ1WggM1GVw4vl6;jhsLa))pJ`aU8peMC;4ey zw_!Z>Ab+!}oYJuaNkQ9*7gy4)SRVP;txsUxc&wHJIy2ezk`Y&|As@wFh}P9o!9{TF?Uulahh16k4+^<29bwk=0?^8KE;+?s!q`cNJC7#kY16Ub9u zCa;5v_DK4@>(J>rXnBYD#S*g1(CONii!v(i(>TEAt9M@;)v)ll(fL((GdTasvF%rb zEnGNYZeA3R&No*SBaGWCnIzxvTpl{uT8j8%bS3V~%4#qggr9{v!`AUiQ*&~{olb)?tmmL_0$Z1}`cBnul&RtS% z3VXWlhrkm?#BLu!7_`p@!*{F4d+wDB-vIp5)%jouH!bJ0(#&-v*N}QQ z9za{dcF)w9)t3lJocy5nqx+eclS{zakHlJ6Z|+t^Ab0L-0XtP!EL&fHu@vw&q zU}gcEwpuwKmw@wDE@+2!31UjQo7&7qHaqEP#n0hF0G=m3>CizVd(+* z;XA#viphrU_rZ%=#aiI4y2C@UlUlEg;^x;_Qe{*90F`3So?ENH%YwD>&!#~2(TS5E~ z@fQINbb?8?kOqg;Xlo(!)d=2)y)kL+8wfsAMWMpUiZ2XDQko%?S59odzQ?s+vG$UP z#$SGF=a!@r(J*rteN+JzJh;On_xo?-Tq#ptvk&xGYO*AQKDTq$>Vk*9D%d^e2^{_qgVl_B-cjj76`gr;hqi z{&3l$AN1$HLxz^$LS%E+^Ct*d^=pxTf+G5EqFJfYKIjaOe$hjAOUT10GSK#ZXXXTm~n3l8~CZ6L~0T0tmYF}DZU(P%<@orkV zExjOd>vC1;5mxt0*zkD=*IG?9L&85Nq&&5!put~UGkj=Eg=Wh_Ua}5NXgdRKcs?$+ z#q9Zun#rze=OI!+zbHv<$G{maC911u&g%XVruiS>aC}Mj+HXN2-`ThhAn{tjsw~tR@S8NJ0r_kypk!D4 z5@DWnm50Nm$0pt+b6Z3~LU}Lrp>kEwsLif}EWhZP_tZ#>ELd8p{Hr*PT|TB^sO+|+ zhME!H3qxmqezT>=(^pMwLey)94nRV77VL?$&rZ%7>35H zln31wrpA|CxpEr}|DhQM#gC4m!XVHh1B(@-3S!$8KaSJ|psu$d!f^BXbv575puKb> z7X1p!D{PvvcIVgi?#z9gU*IV>S(%suck$mvHoJskXJefddQE=gZy)vFKr)w$DW3vo zh*m4fRWvVp*cFrw(_$7-CpEauS$kkpzkZ7l_)hC%?1-m!;ZP4wu2!mDiyD=1 zPRG*sH9LY;;!~k+S%I&w={JU0gOa;|SrZ8GP<3|(B(A39Ds21%^^iZ45HJYvOPyXJ zU}FxzxVe30kjlSpuj+%&tlb4`d%JCq$5E$DxD*NGbVKeBj8&{eaynw_K>)onZ3%uf&76HHV6@&%ULQ>j;4Hh^^1qf&fV;|J$NMT=q4Pj4mErDy19O$0v8B19G zS8+nMKv-*P`aP$XjJpCF{GLRloCPIVee2&-`i;MlQFvkHWRAsO+CVb2R;03t-VB5O z%8?fN7a$Ioh(!KN3C9VJ%eNd~s#))_agQJg9`hRy$nc@qfyq;K5A}{|*{D)o7J=+3 zzm+P}pWR6&SQHm9xGf};@Gp(v2bdmVSjJIsDQ7Ung71={D}3+gJS zrPxxV_Zx1lBd{upy#??MVz1>$q%)C(bo?GiL+Mog3MvlCmu612)Etm*jsFKWfkJ~) zq82Qor;Ouj{5EV$(d(yrQuQFVC{p&o4!M2TBb|)1`pdpk7$b2jg{9a3XN(+5TKZ$F zK!?cF62s$*E4O?dd-mdD#*KCh)WF!g9myCHw2y;tT;z0rjAMNp5*EBhaaqtWmS95X z`GJF{m`Q!Pli?S*u5Lst`-D3_Z*c28l@djVV%t3p{x$J$_hSEc;A2SP&bM}f)@f$@ z6N4<-I(Ou|8_|hbv4ni_m5PyLPvPz#^M6_<6*9;;o4cdIsY)vgI_Fs8BlCN%akr*B8EGis|UNYP-3LJq_6r+F%{cys_@47hVWFtFEg z314*qiK(Y5R5k|DAUYQ+H{Wf8BaxaUx+Mb1Z}~uREwIeDrIE%LaXWUvwpcNfnn&D0 zNW2F$=A|B#J_kWJA|LhE0mQn;&~ELj8t)dx#2mQi2z1kG_yAyI*Vkv1gb9CiF*iCw z#JIe+#L59A5Ja-40C$7T4Z*hcd<7-rW{{hgD>~?Gp1H9D=FB}e4L)$ac2KjWvSwYu z=7HZcj08ld@~I9;v~yJsTX%0Z=(RmpzM;Ab^75qg{Oei@$=TD^+YP8S^Pe7#(4|fD z)q;NS1G?$r9(3D-s7Z&%Gt-#+Pm9ZXD2J^Xf>6gWRCRD!0o_wb9s8OtJN9r~YnzKU zx&4|U-~^vJDdQ^g*AXn$mnbaF{Iz4^F5xD~`}Ha==R61VwlBEn=EobKM>QlTstlm} z+O5$Mcw1Dn@yhB$+<<%~1S&uvrAJX-13*&d=2st=ux%u$n@G zAXwtb7!WATLNB?3V$L{uNtID4vV%j)pNMr!=?ZNAY>@;zK;{3 z2=yKW`dmP+OE(j3%Jl3(b;$hRoOvIi2$qk-(VFKdEW~AoMMNbcDrHJK}x5MTgJJbN?*$A3?ZFSs$KA6 zVyIYrP(+%Bv%R_jm$3&mm3XVksh)a(s2rBQ0usbByV8yW^Py)Jy4eYo29B`?k01Ng z0^mn8%e0Gzt!2}%P4NyxEY+Ls@B`v4oe< zDx+6}j=c*N#9cXzQZTXh_dljU*2~tSfMhz=8-Zy84#5S2G=u6_at_y=c_(Yy71Z|# zZ(2tPtYvvvg`y`Ax^Fgspca`=Q6yF=*uW4!fzwaEi2IwQ`};WRG;a%o!Xl_ujlE5uUlFSco2Wc@R1_tGKM5u%CLqV>*h|d zfauy1I%dp#kIbH3ZfsI2mPf1qw6;|3x_nBdR@flo2?u`V1I_RU`a5{>K^aF9w;yaI zv`uPl43>12Z^{9US?0Z43MqZ z>Fc&_-rkT1R3~^tVNXT1yPXFOHpSwpLeffMZwG{f{yrU{Va=H*>nAQ5J?&Eq&TG6i zTMimtC|1r8SLo)$Y7f5?Zks{so>oLXsNDim5n0Q!T~c#F8z+eM5#d9~+4CU%;Q8Go zaGuN_dc(O3c9jl3h0kFbl|wVd{}4=`_BnM@$&;iq$^)_My|h;Fa?gn|`_cQb;njXc zb`D`~B>YGZue8tzYex5@`#XLG_T&#K9X=L`ipF(-FbUmch zHhs_^eC-$+7qO{QRn>uP{Vtv9b^@zz6}^^N;p+qRKym)zy2p)zyZW?jmwt5fVQqG(^;n zB2L__l3~w3yE?#e2POAXL7>)@-CukqIaj$qqksObji(Z!@|vIjflek=0=)czRwYzo zyv*^x4Jal415v%p1Fh;+OnjT^54TMvrepaETU@nxRJH&*DG>ASjVD4^3iaA;V`U2g zov0c~)k2C}`=q8EY2^Zfm%c|5;!^wtQASVsOuqRj$CTIi*b3@R(h$ zVV3jn`yg})J&+a)&;)OG4w2U4TST9e3U77^F=YpSblXj*f>G9r5`+TjHeRsT5Pg_Du;s zGT=AHOOZD{-k5*rU{7MN|qNrUT(RN=Z1^(y*x8#--cN*C}yRI)BiuaZ-WRGEoKpkL!nDble%W) zO%GsA9+Ze1yd);d}aU#GRFeX^toEWkYX9Sn%g= zY(&G$DTh5u%vF##fq=c(kfL$!<+iz%Up%dzNQF;n`oD(GG>NTB0`Hw1*~ol8x!v(an`yjw2cv{=tI9esEuYq_j8=m<)C1PrK*!|&e zWsrLhEetXpfp^49=k7*L4B@#mLCV%vKzMKf*rS*TMqu9NFDTz26}9L9P(zZQ_P6{q-+oW9k%)Mim{N#r|NR zYt=&jH)$-^Z^f%ySVc93=P?-*XQ}GQcQa!uO=Rmh)#*d~@ZdbZ-pJ8T z{bBcm<$JVvGXBe5(fepT^2XZzEhLTRWc}v7)RoGg%IT5!3QuY-PG}oNY`0c-$_7r*~CBt0a?)b8VPOzKCLTL$QF~;@)lNDyssWp=Cc{{ z%L-)GQ;-GpkkQ$v{LX^CDhnJNp08<0o3UgjbnYa0U%$(oz5qa5nfzt)thUMr_F zqbECoNdXwu3Fg}0vpXr7WjnQ39bdbnMB#P=!p{ZA{}sv{A! z2Aw^jSUm!}vMUy^^^dsYCtoOrL?Ep8$$GCbeYp$wShFH+x>YWkdj&Zzc?X4?4;v<; zx=jOG5G4iL)bL!x61CUx0l|uMSzCZax1pG2;#Nf3+@Hep&n6`5huyA*0Ey;^h_}LN zw%y#nSsutZyN~ul3*IXzu!OOPMb|2%YMESD@>uyUpoAwARv=h6*2&Q@Yv=-5H`{OR zKL~AAunmR{gH~=@XbwihY9@@|t5@R_Q3zD8d3Q%G81<6^?&VrS7$*eB7|he)$X8`k zhSnv72AKNGwP+F5sk2yxGmEu)EU>N{ex6puzJB4r>6{sud%3Nex~)>UtsY6812UmN z2V^yjf)aBG7h}1u9!XzeSbye0*#c@C8r7+Fn45ku+|@Cpj)gJ3he6po);9Em-m*0j zRpXGXoe3kbCiQY?^`uuNobJ%Ud9M%7)p3`(4y)mAA6$6_cR%rA!8-|6n~Gn*(I=@a z$`8U0*}wc;)xnkA6CIjsSzO_^awwcAXP2y@Y|lvEq)*)3F_=XbR%f9dyF4;>kuY{? zUD5WGUqT44o8+mjYcH(xD0sRo-Rm@TTa7NP%T5uFnM9)ruKr&8z7 zj}83I<>yrd+97Nul-F2m&*z1Ip6t2`&deZP=387~-H%0Y=@z%t&VnbZduw-3O(bff zA=@XBUhs>%Tus_$=GLwO#tJ|6?5hzf{_3ZBIZr*;6C#7h4C~_{hu7Jz<$xZVkbhHJ zNU6Pq+ggkQrsQ02zx8OYgT29Qni<_w?qA4smTJ@&sfhre5Aa+;idn6#-^5DC!Xd9y zD=weoD=vfv-5;>x^cb~WE=(M({MbCRMB3M~Ul}PvGx0_J^oOG+PFRU(sT(SZaQcQ= z%H)0@+DfORhZKfFZ}s7BbzHj=gBC9oUpk_ooxcWFo<2@YUpn2bDLxFfJI^pDcripR zb&@@zr@rFvafX56-_mIV9*K&w-sg=U(9=}q6$(Y|`|bGT3q>VDT_|6LILpgR;Y6q( z09wWB_o5m}u0FT?Y&&nuHaiA7w>NPta@|cIsqum8xequ06Yo(XP8A z(SPX|4QGu|SnAX%wr{2?C-OyMhzf-ucfthggdXAvPKlfTJWz0yw6vu)2K1P2N#6!c z++o^PfBUMfZtnju%~xdFmq|%GBs0f#`Tl4O@vsr`5~n}Qj$UHxzb;81$zueuaDu)* z_16+zpRYGxd2wK5iV1aYZ^G%DdEFsjip^UGp;h&lItO`R<3+9lRuP|jiITv@c0eI= zD6~ac+}6Lgq7Hb}Oi^U=l1hsn$9bVv#TdoXeAFxI{a$Y@-C=`)#uA~L%NYI56yp{@ zDUNUt3y0z(mr<}blN86^BHs4&S<7X`LdQ#UkbXW~mTH(qT$JW{{IzgLp%6ymh{*)M z9|dc&qYxHG*@y){pAh5v$$W;xf5UUq(=0CK ztwMtYbXpJ2gmz{6&YiTeMc$3Vje;MG7B!1jfOF;Y{RroR~Zm86yaKd0w zExRv|AsTN5EK#^gO2>SKhke`p4m5qw0nCQcBmh!}>dTR1rf2d{REX*dfg|7Lm?Uwo z)B+??f^M-!P^6H`yjUKuPzs2%ujdSmV&}b&E5Z28F?P=RNymaPoG0Xx`_**R*ZCdjzWz}8cK*z|g}Hz3*8;gEz4i)$0ZT7;GY>7raIte{uHu5h*Is_@ zq8e{${hMeH;&OBk0-keZ`d#FG3Cg7@Nm0@>BDN(~*x&|LJ^FNr6BlIM2yj(k)>PTckDpdQK@$>V;KuvM{T*Qe@Y0^0C_5kMQXt6(ZxbmP@B;@{;su zYQJChNsUo0gsPLQFh=H?J0gt6od9DNHRRdw#qp?G`u>Ph4Y^0Qu#jUYk|3R(|B+fj z)$a65=X}zXa^ZxhaqoH->&O04^h4@yc+-*^&;9I5%6N3#^&E6d@(UyqL5+PeM**U@1tI=KtV^?MeDIFTJw5l+;rXM2_Tyr*kzNGjdy$n!%F4j zi+7Fwdlv>q+>OiTuTNzWs1w4vC}`PUq+y1?sI=ea*K4B}f`@$ybGy;Q$icXQ7y*DJ z-4y7;1BF8SX9G0gIFOBXO_2@}PO$e{^QnieX_C6-=EfZ{$EdLfOP6Fo(DQ272gBnK zPW>YXX-5RN9(#eejM)y$D01zBZ@OKX{i9M>qx$o7B_h=LgC0lmVF;Fm#D$&*vzT*kUya-)axiQl&Vt9{amddrc08x-#z`mQM% zpZZ&eU_rL!XCLx6sCS;DdWg?}^_6eW41}7RJrrb~b0OMNj7%!zFI5yPZ{n1gBzF<) zjiTvNdJzpo1T+_-3@_1-`Cs0eZQjJ|@m;Jj7vj1^Bac~ENJbq-%K}Xle2g;<6l{Y} zRluLR&|2dM*5JC6%c9`h!iObrSya6aWUgIM!>twMK*nI%gN+|o?iyv|xJXCJ&)=V! z>@qm-$Ox6umD_AHLM0;&VK?`rHY_rtCqT>Y5;(Vupm+T&HnB=8>E{iNZh!mNHPgX;cF^ssqcyNzP&rb zIpl=ZWxqZ{#`|)iUNk<;knqrb4oj4>?2d|}3xis%HWln~HdvD*3u6QIe$GCr83!F~ z;^iUa$U2~F^*#Y0Fg?T_o=+>|Qy>@qXf>e$M5AbcGH4tBu2d%gw&)v)SKwdhsqJf- zHkPJAq&778zv@EqQh+c93SBFE!=v292a9buAK(GX62*WTi(EDv(2dEOaUNaD5i)*5 zN|tdI(NlB43MTlL9qpQN3&x~Hdy`okE%+Q2UdnjtfSVe;8F+1!v1XeFIyKW7a=B%6 zQ3t5O0m!WN)|MSZNec~9vLXLDkv7}u8*}9v18(pw?iB~r>4CT@I~9;FmdT7lmOtrI zoWV|L$|mNSJ-6calj594+p_l0-m?t$UB0=Y0K&F*N%xGq>VA9H58Wcw8l(fZx5n#% zZ}&eCLFh~ziHTOB|NM$VGPds_Ch_`p@VzH?*yy`Fd#~Zt8&vZxxc2P|FBa!A0RN9> z!StR(WI9A}z8#-T-o(E-K(qqOA@8Ga+pkE4`&N;I$^<_pCw@Qe>b z1O4hyA0t-IW6$K|OIr0j-M2=3I_DzLI| zVMV{9Dd%$LO8wvh*HtFQyjO-2)bI1zCLB7SK|)e2oghB-iu1ALN_-9YO<#_*YZ{lr zt|g7PPIig#G9^%go@!M=&Q@ziatiY7SB<#zdI17cKtUTH-O3sPy@aiBBd0OdPT~kO8&w1bd0%bjM0}7?nEH zMVXD_$cFCQ;t$^0T$3v{(x2B?mE0q>wO>7pZ5cZ7hQHW1w)vso;tOx0W0-GHoig=z2dvLHs7nE$G3L$PuX(;j?I2%{D-+SCn z1ou*t6g;+Hb8pVq0UPc(*VW`R>Urg+t$v!DJ=W*VKJcT3qNYsEG(xEE{#By>_qG{-nGO8_-w?jW3VDFuD{j;p$XZDxy7vYq z+@ASN%va=XY#cQsh#NFJ-Dz+gNpQ5zkdg%*ZyOO?4T6bt>P&)-Gij6FA!XGhAYxGDyGr?DVKtiRX7Z`O5DNXO$py4E0*J5~;1tdEvYCT88OZW&3Qy(bAp zP4(e6NR60MJ34jxrsY)>9};O6au$+KMDLQe^N0Ld#GBqcX!JLKcTNFkvr&VOu#QZv zkCDwuNnhUv$*ZMsZ^}lVfHjFkUWfVwoe|Q5>`&9`*jxUDv8N;;MZ}9xg4eRGkvm5p zlh^f?mlf>BnFi{9qEGv0@@Z{~I1D9rHX3+APpFA&BG0eU@JCrF>cN;(lDVNX#kl?o zz>oBwfB5jrkYe?R`e@(oM-SQv7XpkMF)-XGRPo?W2VA}4%u7yVbE07yf7ynf95gEJ zKgbLI<|e++aXlIUW6HpoDUgfMrkQwrS^ISon>nYVlU@C{R^81N^k>6j4q@Mjj90M$ z2Qp4oe-6oO6r^Aw;h?JPM3H=bK9tb6HK!X9!>+0e(fKgUU~-Bggs7z@J#vw-~& z7;18Gtl*gGsYs}k?YJ^ITBbrH1xG!~KPEaqQH6iuoQQKEYpIKJuM?qOqEzO_st3%T z3Q)!cJtfrYP!wA-YUtn=-)fI0;6AqH5QdT;!}2rJ)}ItgiA zis^Zh6fw!~7^+e+XrWq#uIaF)fd^splC%sLK&N&^LW3C^FeE`AUf?wR2%)t&&QgBz zre_nsn+V@7;;_?Y1U~unQStE zDg91|*t%FX&f%fq9xD=~-CvD6j&sWIo*B9KU^G&)Qc@I|j({>zVF}A6CpqbIfPh8nMeVX#3Zi<8Q!8$OHVLU~Y4(lHZ4>rt^lMA{TX25a>G?CCG!E4kz0^=W%rzpfcEqz>%ddu{-lt6nvS% z0>$DUyPR(od?udUsv}PPQM1};t|?M8i52+z4K~8KGh9lbv6Z2J z_%GLnK%#vw{*SRB%A=vjeI*+yT8XG{aTLi~AE_Jd&bPlBHI=Fp(dEq3g(0o1zPsz* zy?%ej=KqIQEG2BZH*UbQbpT#O=fmC8aFI9B<1W=cwH6`lIWbiQ2TMZYW5j1dM-9Ar zSmF5ooaJ7D^jlY+n1nY$>Q*_>a!(nm+75?jlD9eHA(b+DTJ{-QtLNnPm_V*6n@Dwt z)(1+aO36fwk6i^yikG@k|4+X8^R9$$QgzUU-w1DU^LsujpNAU`kDXiGypLbM|CH#v zuvpLfi!0W3^uyfxN3#3LGrvQNZ}yEajpzMs(@BsEV|m6!Aw8|BDkAJZ$Q$Z1>Yv;< zYXz&Zzf*^7kwi!{JwH5;9`2kBmZ%NKQ&qezxYon9HKz{y5D%ni7&D8*xhu3cgME% zKjap_=}5j0tReT$!UWwoxQH>RE)oq6sw+H>e15tT1@1flvVTi+IToPMiY2>oQouPW zV4W23RtiYWMdb{+jk@VhjxqxEDRPgHDlkJ?ZVG{sDp2UBnFtri>{re?^(+O9Db?9- zpWh+cpry+#f1X9eXMZ%~ziInsnI_q?n2%#a(`#~;@pFU552s7O|7~WzE+}Q7a&(%# zmk9}di;s*|KKdDAhtU+MjxoV4bGV5GfHwx$9dUwyAne`AZbhJzaWzpXxn}V4f!zp) z<#$_MnCe>R?>^re(>|S<=aJzOe7sQ#Li6U9B19lL@2Dil7mMK;u%uCHQ)xcT3Vl>5 ziK(oQYE!JsihIe#848Y|FU5})drAXbWk1h<2ttO7HAJMK+Y>bJ4xgD1#Ev0aTy~ZRgp0QBq z;n5zO=PCk{HV4GOyTYb5IpkxS-awd4+fP7B6IN`vkkuwpI@khn{$luesj$rtb1ZwD z%8`Vn^kPKm1ZNC$teg8kMGaP2Dk}MBY|68YtJt9(pPqCVtmFv`0gs(wmGX?8mSD-7 z+>xQ=H~#ptz~^{Q4DpOq{NV@=#!%I)0nN!9W@*>H*8)ZPGMn~7mqT(pg$Hi>9R!)( zg3|-M>?jtp(D*XNs6ZB0^{cv=o>JWEqD41O{+lb-B3f#Ii6kef0w>1kRWjgj5nv2@ z${9{nO~H{`V(};?P%))Xe5u$iWoJdo6|49<&S`AN)frt!{yT$uHRG^D%5@mDj(XV@ zX3+e)gAy9WqRZK@j9KvvrR|GEzz~_8f>-dVV@54RF}ZT~653P?nM~PlpDeFcaWS!DQ-#5aP(uvcy$d`)%b87`otRHwqzt#&# zDy9F5xz0oDh`6Vdk#*oubr^jl3(v0`6}3u_DO%StfpRn#HjB5mN+bORy>9BElWh!D zh~FZ2P~bGTo@*!nz&i}JrIhvRZ%MniRnxQ3b!eAPHrq7DO+N@#`cPdeF@Ha{@#CO; zn7WwbxngS8WL>lwwwPPDwsUV6nY=hmkJ+-3gt7s>B_%ItUiYHPXmBo1jrpvUj5nmx z;2ycJe3BCTS~`GWNc)|{E^$vNvs3u$CFq`Bf#Ou2S1q;cW+27!^EykcQ5>yUls0oo zLa|*rkbGV<9>T?nwsTXZ_;uW$N4w7}ZBNECQM;)-A^ZOOGc$d1+73KfOE{Ee5nk

L?9Zh32ga*IgdC9Wb6`($WrhNpOO zdi@PaQ9TZRD|k;zmBi>${4TZ8MK{VaC^SN?CZl(?gAR(f4ymOc>WQWIqxIY}h=H}Y z|Cc-H@@n;-L(nykOMhFC+=hMF@h}8`O1ky9dw-l%*j}E4ayhiN4r&)?#F4ZxY^o+0 zJun1EJ~Es~aESqCp=DV52TL6Mcir9?27QpX2vFTUs)f(CZ7$9<~JZSK$$;V33H%*CO&rWz>aQ) zBev%t8+M~py)BVvg7^<_09~+V<3uc(&V)I9J`-0LKyZ3s^ovJ5uYl-h%J%vwq~jqd zF&6SnBLCsN4Pg$?e~EU$-9Zd*jYDdU5IMNpA_M;8W|c4p8T9bt6X5?$Ih)^xG<#>- zL%s&{{!Hn1$$`Zl02Lq#cI04MPd4lm1(|UHa^FqCyKJ73RW(e1jM8;edXEafBEFY*rC(;mD7@V^ec4zJkAj7?GZlDs{IydTVpUJOrQ zs;<5?(pQ=z+o~409DBS1J&*~h*CE!45vrHq{`k`wRUW?Ik>#igRo#41hP%h&?VH)R zAOraX8c)3Tp5I8al=%Ph2}HuC==HtDFJ}|dqUS@nf18LpD(&>Gi8KiM20@at%fZ2e zLd-#{Hw5ElIVkS>MUsh)hq0`JUVeDfrXw`rO)_gHeNrHoSEf{5B`%eVIV}|S7q!w- z-rL*GjaV=u6_JqZ>>#KmbzDifiw=1KYD_4U>bE_ntku;BhtBvEz{sn1#xTi*@%gI{ zU$#4GbyvD8=}e&7_=u!VJg27ejV)mD?aJyV%&p6n&Qi&)Le|PZ@YiQaTrYvg+x@rN zUx?)6=w9Ze=$)d>Df#7Jg`-7LN}VUU4nGa%_#xDI*BJ z<^_Rzw*oPVhKDF>KAjRzth(CMPfqV2-tIo6sL@f~mimz=kt{>1g!kYtpJ(j^;n0xOnhI{WGUM1AI(0_cL4%+>hKd;B9)fe_+ z7=Id_`zMeFgxv!ubaQBNNkwnoY~@NZzP6RwF;mDEe~h%s7aB?~+~LYk7aR!RPGaQN zT!zc-nYmlZOh00GT5V6@DYuEDI0oH%vu<-6x0IHfW8{j-y)x=EiF;|hk}JomhCPO; zD9zvnIU0zNDu~BVpS68=IJ@-G<@|6EAw_?>c>hq(P-(gfN>}3U!rB~gBptUgU`NVB z9CO1fh$oY-hHc&+m@bVRwXuX7|GOjGcFR`_m?<{1FB zef(m|GbsVrHF`JgoIN0;s5AbB2!21A`H z3h^j@{cA(r_-Et1j7AB1w#{!6%$q-$Ps+#6i zhYUg})_E;#%_WEY^vVy?M-rG<1 z&PyLaex{O@@o8LZMyw`NfRuJn9wJii#cScufI9hj(Up25_eN*s_5R35?hzBBEFA3q zW^w4IuLJYu?Y4=)TmJsv# z$+*tBykE#4MIabvS6MvssvuR0s1=|l%|R%(K4HMCyucxQoKniigwaL~u>(-g@#NM0wyW&OnsnmmK>D5;LjX>ic0iL_ zsPM73p)N&1V^)3O?AQ0#)SlE^wZ9Tx|QtgEuG2ouc_#d zctt|NDW=|5txvRTIU5ert?i_B1tbQ2L$w|5!PKm;E$_bzm2k`1X>V3Z1Jl#Z;H1YX zzux_aylYpsN3#AwWsK-OU;wOP;%UxqH<-R|gHlF1?;BXgSNRmQw_n+pt{_}+pE@Xk zJg)2CK=UdLK>JGH=E zair`ULqS$tY1SO|V)Fx){xdk+ihGv})lNlf`s zA5T7bv*ycICYD^+;Yiz50otY!b8GDy-OeAJ^_N%d$Z|hIpz;?_wt0C{b)<9>ix@IU zPmqr!7<1j)VN;I4FR#Jw3g4j#{~8|SCngc_h!z?raFrEmE#hOq^9>M2{X-#1yipF` zU3iRBj%jTG3jJfFH|DsJJz}hO@p-!BDSUCkn$`awM^^zAH`BF)L$Tt;TZ(IOm$yZV zyKAAiyTj5Jx8lX!-JOMEMHhEid~tVJ`1$^G=1eBZB)MnqBr|jGll%0$iSpymmyi4v zs2^E+`LpN&pN40YSDBy5l#{=PHzERFHj-X`hQH0siBh`8LvRa zt=%$WJziH$%xG^{O_6PcWM5FIX!l2|byeJ&zepmx2voO#vKJ_c%7p0Uu>j3$7^&h0 zQ1%7!QmvC_HP0c5*iP+>GW5K{<>q}sFwt&Is&y%*z@KPdLmI}eYa>+B;xLb-DW+D# z#)&s;ReDwmV8ecvBFD8o1fy%9+8Z>F?UOFjP5$J&wjBuN8t7i0;s^I$u3ZDC-V3Rm zajJasXOHgP)LtOm=;x(P1hM#wW*?CKz^&aaAY9OqNhJ-w6-k;R6;f`TAQOJg{)i~| zvww7KMqAiI5W4}gy+EB*>*}~Q5F|f~sB}2hI`Hz?`oYrwTf;^Q)jA9AStHtA2#oRy zfchv*D%0H=yLX3*bl*~~qnQOfGwx8|0OF|+|1xgtLnk3^UkcqG)^hc%qFcT+PM||` zH^WM^V|_rzBHh(g>-_nOG2S4kH}!MR%kw@$j4ueR0QdU=%iO*+_NprU`xB!|8_fWU z`Q0l>fx{^+(eV<|!?CPuS0prL@^(y{DU)D-9}b@cE?XeK%HLZ~JY zSjFTyt2?#+_mZ`NLgqa^c#|rke2!Sgzf-uuiXqmH(^5-fwTY7E6J((l;L70?^XhHF zZ1{cQXC!T`o1-RFN%D#m6(xQ}iqc_fWWW@okCTmZh?q`Mmb`*4J02X764rA|fwMwv@Kfc?z^c{G*a-Hif2ER3G_gu;E zWY3HUZ;tk1udSbrd5*j~zAye9u)hs|tkHwp^LQb1a^T7^Xa+NvU&w-boEoXZkgvn{ zj?9~M3u4>7f~t(B7c==YwLGhTfBYvJZo-)L{`tEy8!pfCB6YiZaNx#prqhdC+iwJ) zukJ@oJt$2)u|Mm+7(@tz<~vhJS|%{BZV*YlgX}ma1~IR8z%T5XBJh7Y*@SGgT=sr% ziJS(1{Rl71^(m=icDA_>^?vo}x|ot{%k@03CC+~xv%NNoYx1P1Rt}#Q=GlKJLNMw+ zRXm3W8QFS~N3O79KEy2@OtnxIrH7~m1U4obB9y)9li%7t(6-KFE*dP)+gN8Zv{a&V z6i#wcG4z$FMLQWihNG+m_gbrRrEDOYgh(vCE2dK}b4 zXeX|<%5pE|CtDl2$=qDFy{FRdoqw#Md~*u>Sm8%8(H6gt2i_GD zb8WRVW_?>alTgMP^oTvkM#VcNF4X)_oYu1-@aSKMpK}#KNktSM8djTfOU=I|joteFk8)txjUOB~-n0FYCwZCX6j1a2`%0wq*Qi4EHC!W9KeyX?Q>d> z3|cW*3RI*KgsGB$O|2K8R`QlX+YL2BpIRIEs?g-`LuKSfFwADQWV_V#{*#s;0^{kA zxw#^S1J)4&*U40KNCej{nw5}~=Nr1?KPfy`AAIbl;(wOe*7-jdvgQPdL==nWY!;zu ztUQ4tba6{c?yt2^(@N)Y)0^HI^V(nb$h=I4_3Xft!Sx5#QY7w+fzu^MnBy7zYPgbe zd8$GRXsAE>Xz1Q{?B;vG(Bw~4-~Ykx=|i-&o+XD=PfPvELv(YPSmp5oDoknvnjXG?>>jG0Y=X+gOjUJ%CYmq%Kry_ z$h`j06e%Q9W4r$nDJ~Fa z#e+N*GU=tsNPN6h>G`dN?=|k;@MW!ve|lB&Q&R@p;h%`DA(mewi*X#-8Rmce!;7;$ ztN7cT{uJ@v9pA&0d*&He-2c8cW>o=dnmwu<Pm8NBKUV)}a!rO7t?~*OP5jqsSWY2cB_q8?sn=Yn zJi32un4|gh41++A4N6w0x?QifLQkjkc&lz#WYkY4QE_aOUL+{~PJWwvO>B#40bxh0F z(6dYz%3)mT?>_|5PaIdajln$$SiJl@z0?w~?Ao;R>Q^)Dyz7mqv~6Ikzwx`5-sjeX z{)9C@oIhGNXw_OE;V2lEXZo*FH}z*(HlB0P5Ad{~>auy>N6iH(L9C%7gb}gOy9^Ki z>#Y}PAup-r7Rl`H~W_uF?QjTP1>Wo)VB4JlnG3EDm{sFmgL9a#1rJle}S3 z^t+hZFMhdCyBVamRn`~3aJTnucccz9-#^sr-OpWKqVPA=e^eTPvX4hMe zw)Q_7t3{H|WB4x9%jL+8&SSL10+w0yvwdYA_f-ZRz`TCik4IJXCx-*za^80L(Yj%N z=&aI+KiKNn`_!65#Ajr-#}+z$v-*57n{eAvd=FWwKXHPL>GjH+MXqIob;$$vhV{uQ z)+)wcoW^Ql(p}Z1*ifp*{qWnysgJFe*B<^kV@nGTiun_0OSZ7i_Kxji+yGW896&%RI-@`Halc9b0tZ z@zuS|lH*vc;$n&2ERKi6%I4e${YFyK`{zY%$Jq;#mD!g{P5s7dc40@gY$W~0lu%>7 z3w`tSqQ=MkF_|yT*1B7inleQW)AVfj);1f{%MB#;4p5h~a{IKle3%S*n#25f*Tyw9 zKZ)IZhhw!*&QR3xQn)x-jQ3vf@lxt3nCrHzceycGKEgOM3;gA=q{4WNJLPnO&!D4R zwi-pa0RyH?=5~}xsn@>7Py5`hbR52+&T%yFTYRH&dzs!vwp!Xq$z?k`7JKpA5CW)1qJlPzj_I+Z1Kd#qxxg*b-d#9g+1-`UZ)-W;tlQOzcOR9JnHR@u=J}qekkB+huc!y@(tEK zUMdGvPzK(l)+zdnPd2TXW&179W?P+7XV$phKPWf&i=!1~oi8)!{d9*(Hs7q2S29)K zZuayU9d~9`56D!mmXEW%vT%wodYy~6VR(>gJlL_4fHL=w&ROvozu%+D> znbmXnmLtg*?X4NkP_vr`Ip*HLujz#-t78_8&nY^DK^?UPi;V^3Hg{$%z^GxiryO$XV+cErvO8^ho?r zWh8$%|3v$6enhy8&<|>PH#;B0?5?ysO5Si@;=;YLozhuNsks*0WbnYf&#^-XDXE(c zg%|ok;l~YstOJ>@H+N&a&EUqvqs6vv;{H1vgb;8B7l?hE|!{m^_S@WR^ zv*9ix8Q*JYfWp3h`Ov}TP7I4bxu*V$OZ%4G&h8?Tu%bZKwx9lEVH!&;OFeG6<&uG5 zl?G#*%VVzvLt?Sz_5Hon3&u|Sp&10K8}PZbAy=g|5dQ1paA{Y$uqa!D6|Jba43eQ? zv=qR&wcV5;2TQUHEY-SBtlKQbZN{edmJ2^=uu`3#Elz|jvoRj%-8ZP659G9Hixejv zj%}@Zo{CiZsr`2AF3C_;3uy_tdEAW3la74}_#RqclIfz9I{P29&9r6>kKskPdUm61 z&1i?wOxZ()*GQr&cf^e%i{pKMGu^>xG8!vxvpYnbYVmHYwh_PD;KYR>x8ztlfEnJam~ks9JB&uX?P zv=RDCDAbHipZm@3LswX1gFP?9Z@5}TzheNnm(RCir??BQP`@;wSM^lqGX59Mj4eMV z`tGb5lQX%vS~h#`k#nHV^hr(G#5ro`rv;MH{Z;V0k$Fcx%JyD7v+ziLJ&P~%??%q& zFGFL?sm;8ddO(!Ln`W$&W{#gh7Bh6KW%nuS*KNo=8WVE2#1Q>M>x z=?u8ix&xzR*F71h`K(B`BAgaOgQ~9$V2R~*7tJ`b^M~?TJS(EE1!vUWwe$TjSMx&{ z`^~dz@(zEOvq+w#?h&bRr|w6lVXkia!8T?oU9r^XwZ-=49{hJEPtNn4H3rJ}HH+by zCatf)Qf2%3ALjoC^AW}U(36j=DOheFY)zN~cr2GHio5F+e86)aBs#?4`fa)NT$B4_ z$W@fF@Xwu2%*d?g98#TlEu}~!4J20k;?tv!5g@rEyWCIoZpqMm-xJ$2YQbCkp4CPp zsXBR0Qz$AxjPEwMeK<*+Z%DV*GbtLo>n(9pd%2rU$8#|K>?yOOLrh&#ySq%QkSvAa zVT$nZ6_xh<>k^&Pd?Dju)poQcUnkJF^MltZ<4K`0q-yRl<|3eyfc$A!c(|g_&~bon zMU{#J>ba}T;K<^VsXy;w*Hw9SL=OpA?_HLIi2AbMXMrn67arzq^R}8UwwDzZAKO>7 zZ0sGFo|C=wtwk^T>78*`wDW;^#F=>V00fDZ@&HG^JV{DlK=F#Dt}`A^cGBX z@-*aPdj*BJ%f|Z)MxU{xVeSF;PMFhjHw@Lq;15cVdTH} z^Kf`+nF->U>SAbp9t0~d%{m-Tlu&T?03QxVKp`4OGY4&TWr3SrTC-Iwg@4@( z{q#b`3}X${(@wKr;@bApE`~?UjZ)k0(x$xBVHJ)=#_Ck3ymOQUEk(2ex9ZnXJ@bk5 zC$MHVD__NZ0h8%!mCH0P$DMl2%grjLqQWkwc4Y(20Ku2TekySzO$!R25B8VE+DU92 z0j;I5igLN(hkAaGSa2C@?bD(`qoF2q<;79^(s|j%TF;Z1`k}F=-NN3NS zS8qRy+@^kb(^02(BJtni!8|Qv)qso%Ve6h{?Zk5a6w%d_MV8@lJSeUR&qajV#tN)f z`KB#TXOLas=4(C6@TwW6bVZ4a6y8B+W9j_yh}_^a_8_I0m+toA$5n;1E|Z_v-D2#p zf!1!69bHej{P1zMxbBMkG96u&!c`JXthE5^bh&USrP@$UNhCq|G`2P+Q9B!Y)GqWC z&$azI-E87H{=((*R?T6qvtVXi=+gn@A|KGjot&CVR7qy2Y&hl5#p zp_$@w=L%)V{U&rq^I_}?*9l&Qoc3rOnzMT-l4o#$S#WqD6pi?xl+f%TY>7kc|PW4!JUpepWZ0?x{Z#hOIP(%ZV}re;`l+VfF^>+p5eS}xKGEYXm3s)K+Ome|9lZ`||;!UTD-5dHLi zBjdv5{2C+G7s8Ca4cjFe7b#azT3$Yt%dQ_D^@J!ruxwOtU8dWXtAoY!6ZO?ruI{ES z6B7$4N0ggH^E(=@R?tedm02v6=6~702vyQv31;x{pEkH$Lm03eMSb)ZS1e~TPdzi$ zHeJcU`uoA^!w9E2hgnzZa_K0x2d83zue4Q~*`;j6SsDTUiw`RW&kRY~*(Ex6&Z!B* zDUB%e@en1(6wg@p(GjuS(TBZEe|>C*L_TsoC3wJ&bD>-ks7dE!8(t}#y|qnfRf3$GEB zCQ1~UB!2P}c&+o5>W;7R$|Hg0bE$@_SR!S~W%0$-r8QgE!(Eu#bB{1broF#pc=^rE z{G}GPmJ;m6f~PEPb-3f{H&>n6WCO}I4%3b>b2a#O_&>UQ;RYtxdyr{>k6b6c zC@$k^(sBG$;ShDi%7SRY#wIjL+t_BRhT%wkxAEY6mCB*^&NBIR%xc6^`PDOb85x9Dy=C#<^w!ZF1f1qF=F!`(`nvG<1(u`Kc<+PPuedi( zXOLfg<9;gqS(um7+x>jL$tg=jK~I9b0{V?vZ~WR!_Smy9>lvAU`~vZ67MZcOa|R;u zezK-kq!bfbB~7v)QA_h->SR09f#NN&6Uu zV{NEccb4K^I`b>5pC?IC9x2hcn}^gh7RDmYPNNiI%_dw&>zp>HppKw5os-k$u@Jy;t^gc|)^crev}#SDePu?_H5uWm{p;!R>V0 zZ;M$YHN_+}LToo*Og|TB)Og=PjF)Z?@h;*?+&`k-II#leW=|60w%1>tS`qQe{=RXZ z&4tz{^zM(cdhD3k>vY9LWpV5k&Q)1A{%QyccP>%Z-0=fLx8&^?CQioBQ#-ptdaBeS z|Ak0DsA(9#DNOo7=gc!Fb?!{ymNfmge>&D`LFoR%Adm43r4SuDgD#Fq~sw((-TNBMT*VScVqaYbURV}o%fpeG9@6uG(_C0oa!`0RW zwdIknQ8uF^cqu$NG8bv793O#U*4F6`LC8-k|Ek8%EWgyr)t*K5viZx8vEOd^gK_AL zvJK~mv+ViNcUH5y3UiqH?7B#Gniq!0M$Lm?n9m`0KWSta<(F9rG7&p*5b%HlcXS$6 z{S2Un7Qw_Cu^ar4HU&6yM(k$50J7+!w3L&TEKvHA2S6XU}pdfWPz46!0A<9AH?oxWKjCutrlYU zF)~OP1Mnm$>G4bqDv}}xOtCaRmHFdRvJ)T-k^;kIz%VI5HBp$t5A=}(%T;zCYY*fX)**l&DNqS_Q?CW)pYC8})6sTEEpMHMA-cs;&yvv+B(}z zKPEi<+p$!yXO~)XjAbCyOTzwAs4*uqa)oEaYkn#%w4|G*97o?9a3$33L|4#r_FZ9qwx>K^rB<(I zK||1+U{=k-JVZv-9y$dLPQFQ{446&-^Zf=bOzLY)`={lNsXL^uKHB=ReFchaEBWO5 zgnEnkdZ)MBIr*Z>QY3VXWp?$; zrRG6%^l8{UwUR2Xh`+SWlOMesCHe#STaRg+ZA;4NXYFa@d~Y52tPk2_9daY)uA6?v zmQLOogdD$JLko}iNLoxXuO@;COYRE!{l>cJ1I6w1#xvd-fYdF4)cqc*+r;qUEmEPN zbEIrOuYaU03wK~-sYa{0zQU&&;L|8@_6NbF<%7ojz7=K9r^tZW59`iCJPi1HQSErG*CemOOxa2nZr)M&zr1)Hg`(M6jnf**?diaz*G zcI6lpsGvAh5F%2yx;c=63i^x$8Ufbn+wG9L8IeFFFQ}V<^dQ0=77*|Q8_4Ih_oL{3 z_bO6nE83?2ZN5cZB5i7BcFP#@oVn|bM8|D_NZUU^#lR(z$`*JhV>AbR>H*GL5Y{nX zuYs5wyXPTPl<(G6r)jz%2gXk@3DSrw2I}9Ay`G6jSWk`rc~gI>VMX1rkcmf%Z2akP)>=o5r<1B#QuCF7)xG#vvPww#mW&QQ7ZUT!f&*0sZz#ZBVB3OSE(hM{K+EW*jsN zKgerCB*duY+IK8x(AO~5Vl4yuIrb+O$DqI4{O8zZnCn{>Jg`1a3q@-`*G3;c6N;+K zylK-SWnVkhq}c6}0g4NaJ)8ah``R6rm+yJ1H34}xV0b_tLn(b@$+d?6cVF&|Ux$Rf zZ0D=q83P;i3oKqM(Y^L=JIf~CyFF(bf;MCQXQ?i3(9yF+mxh#mQL3e*`;!d9Y`!s@ zl{-qFAHN?Pe_KjVg{16G!X1fCn*vXQw9K%IH-tQE5ym+3Q4-DcN({?fS`aqt#;geY zlUtta*X{*&H)?}>m2)=;2#OazO__f3>BUJH$ozKC@QwQ0o$g9+O1b3iW%!<8{KoeR zW5zaJMxLFV%tVjp@v}V(nMtO<;BbY-SvrQ1+@F3i=}tXQeH-scIAZ&Xo~;<73u@dL z8d>$h2|hXI5aCEjBw^4oaq{GRoRo>#@hkjEojUILW+ZP8?YjcZ`6oKw@@_K`?`h_k zu0{)b*0qW7y&LN3K{L6C0jx zUYs|UA;vvliLtrZ~B9h=_HDv!d#cG zCX+*$Flk8odd7%Zc&}n@<$~TkA)A%AK|*h-0LghvDo!)Z3DfYIxb2C}?Oy#1E+Wcg z;kqoyy?V?${f&Drd+@sUMVm_Lbhev|qf^0|s4ob{WC8ISk$sFMJr4_UQ{es2ppw(D zSWB{dn_R(O0eo1$U?Flcv_aywul&)%kCPzaBh~!I+0O-rchHI?ocX_9!%kl+sAKi_ zYNSGaU0Zlhgx^`j>Aq9ywdATW$s~0MedG;6+vGPBKpG_N?L158TtS9wL3>U-!kCm!baSH|wHXnUp;f#dnP85MMTw)v6Ij&|_B zjxPRRBH4C)fL%{yaed==|L6bJ;6v(;^*X<8CI&C3@HU?G%5;_JapJA#S0(UI8DODMuRVC3hIlT49`yV2jg z{0*rauj3B(tm{%B7D1Bz!r{_45D5mrGA+C;db zf-b$z-Pqq|y)}ArnA@kF;lF- z>{#SpDC}d;+3g_)5dQh@Qit{rZ58|g6Tn6WeMfjN6-IGCz$zJ&F|86t!6Z$s8UmRQ z^HUDm-8#LDGrN0KLq)NeZYz2efkC`qDfMx^569&=7L+fr;>Ts4lQa1Go`=roTU`xKySY9u-%3 z^qfmcL{k$KGe8{^Svr6uV6GMTHN0stp7142k^K#T^_7zCmGW8*75)(W5e|Ojq4~b^ z@e1q0kZcuN^*zh;W%nqH>DN|(kbxr1{N)>E6`Apa|AQHn!JX_qfJF$PVgNr;KpzZV z-Z2AM1OOEQ5P}Klehxc9N9dM*NCbZORucRwGJMq%$eokbVQ8 z7^JBKjD&yzB1rhNp$K9(V?|_&FIqORP68kzcJHC@44?y2Ix*EF%fIZ|fvEnry^&}F zU_i!e4H;qG`E`i)Ta$Dc71y2O&&CI`*saTD+hA<(SI*+E&vgCPTn$=>5W6qwY@wKl z-H~*+#pt>4X?Z%^MGXX#CDE=)H-vTb3I?zdmi599_bj}wFjnVS3a%{asUgVNyDq4Yhwt{#}o5oUh*hV*pBL??`YdhLG z^%_%K+%_%>Df1zp+6|f8=TG15EdRmSVl8KkB>b=WCm9FRyP>Cdv+5?07QCnj`H_1U zJEbII3^B)N&V$sfq*hX`qV+7uQlal0n_=r$NSTw!lWueGFd_6(H+gFV(w5Icvac)E zX1UtWW%$LY(&fUQJ>}qvZVM)jQ=@F;myzb;7qC*0nN1pvAt1y3M0-(18h{G%#8U3% zevqhMPGSf(Jy1c-(Z%uMvi(driMeVNCHy`+$Dzh&>50siH-#C5e2-rl2kmuY-u(OH z$6v&h@|=ksX4bDtvJ8jAQ3OTn4_}{svCk_A+>UZAnZr;IZ?bPC{3uD+CH5@7>QDqg zg`97x!o=SxpU@|u@2`AZfG#Aw(|D%!*KqkIGW4gYnyMFXM#fGzt%lLifi;$z!xC*0 zeU3u*j?~K_yZ8G1jcW-z&=I5k=QzA&KM8mcR(jILy}y323fZ2%LjTrNm#H)z z&?EWTP{rVLu~nJC=9x7DJnS0|280lqbxEDZ2WhNU)ivKQ-GVDP^=q>%BE&jjplGt= z8)`5CeC4RM^7*;d>4@jLW#D4I$8mfMm7*$gAO7`G*nY_xbJiqhmb9#H;TX%`Qw*1n z6HE9@b0w>?q&uggE|$qAX-3y;PYh4vP1p&x+?%`H;@0Ss((q_V9;S(j^-s&iita6} z3{Gns3gMoqhi-7Y`FS+#lo}ma^U%#7(@yqn+gk4NAHm#J_Q`6k>xT>t1ISj2FLamY z7n%z{v|VV3X9-S^tNo<%fs%AUaZeBT@O$3UDGbc%CJY3aHMn~Vznw3K^E3&ueLAd= zHS2|b6kn}1*;TYuBqNX8nRT38hLsDV=!MmRiukPZecuStxR&I9;o-h;%_cO3Oy-bO zC=x&>=?((~ie8DP=!UO-@(VDW=Q&LFDPxFKYhb6JK?sIvJmOTu8sCm zu=rdKRYv@azbW=08_pcLJME;<^^qalbv5h&#UX{6VPuS5jimo0N66`0)Xd^*97{F? zh1Rc@*iCQjdmcDP4K9-%F8yZrRXfEpKcnESG&Hv!;5AC&qa|0NhxdH4z|l5}FG@ct z98a!aefA@@4{kh>4Xm}&2q3eQQy<~WZnv7k@jCLRbgF;I7U8h^HIhYoE(?5QPtD=D zWn~eI+@K|N<6L=*LT*9P_`m2RxR)tE%NK0_xooeZWBdrS%7pECEZt6Tn( z_+!;*id!S)$dzOh|0v(Kbxf+R#mbqcLcZN@>X&52$*hyXK9Skp8v>K9H`Z;gvJVj> zZgi87ix+#V{PvW6R*07Cm~E9-7&8!ONpGAB`CewH7}qNKNPkYAomSS5t*B_u62|9W z_r&IG$2r?XOE|+>u};zNr2JaQ2om^v$z#4o<8i5 zU#;Q*hq|++$Me#9ELOHyc|TpGabnNp-}YgOWfS&5#+L-_JcOrk1p$JvdZX9M*RD- z-KB>bKX1(t)(L`a&H|W!HMpnhT?%N}QVo{!2GRqpB!C!6$^Rc=r))^<;K7cvSatHo z?Sn*hQM>PEKL+DehfVy{dIK20CJdn5ZND5vE`L}tL5uIaNS4L*B<* zgN3NQ-iM68*PkT)kBvt^cUSpa$oIC@-0OduMw|~*nsXd$B*5Go;1C&9z3+G!WgADB zFALU@RtqRsh@ZpM;PiniCP;sOmCvTw=;&YnJy8j*XW;THM}GTw?Pd zm`!v(u0OdWGdhy5DpPXQg=BVLmM*41M)-(%!ˁXZvrKV`pwW`iRfFKauS%P4&} zep5D@aS?!hHLqQ(e08lybq}+ww_wA2PJz#nDVI{WahXSa#Bw0>eeBTaDrU;^6#@vWmNIHJ37{qI-n+w z0LkvvL=LN=z^q9%Tb`d8>u59`lI^Y%I_i@{Zp0ETv3%D;8 zGhl1AP`r3fZg0^C%WGfW+%?xnAAO%BX~oS^H#`_C=DWZqt@_~~K8P*w^fq~DwDulO z(K9MEbJs*QWp?+WVDNPm33xYMSx_jX8v8;S*+5mu)~ImZ#FcFJ=ls3*|AtV`%u*<> zFDT8L>uCY0K|xtx)vpx_TLe_I5g>C6h8@ z`6|ULB~_-yDDnD1za{NwXyEN9^JRWaZrkVD$kqJw(T3T9xeQ++^YfO4Unss z-6qMnHJ0lUvORVrCXP~J&|K%1!P&u?e9}P5ZX6O588~OL9o!PKwYL)1sttEpK_Kxb zPrkKF_1&S{O*Hx}8hI6is>4@le>RP3ZNTRVAep6rjxA@kJS@<1U~IJJUrWL z(vOwC^?XA40}^}n=07sF&DZkh<8GrLNw(oT@5UqBQ%Lzx8_)1>-);L^#07CxiPS3Y zcODgpECPX(Sh`o_Rdf-TybaUW}rKJfcJWx?fNFG6>>FCxDap4-1K zboBRhD(lL!49=KlOY$0qWKW^w&ZUzOB_;8kSPq&tqJ_ULgk99}xxK#y4T_%NN!a-6 z%IfznZ~c%%uXm~bW^8t?pU>^BU)~GddKlVrpji7sL0TWVWtyDO;Qu?dC3E{GeB33T zue!cYJU1$iUoAsbX)2&z1Zw(<{ufD$;XRVFNFf%A=BBoaF*OgNJ4j#(qn_Dd7BWzu z51e-HnDjUN8vTN|5~w=a3C-NGnq)26Jp&aSyX&r{3B-`nAL@#PmT&oTjS7s5R6#bR zgS{N)_s7yOssnnZE;>2Rfofg9O6%0E~kzYH1lG}cg`$BY>Is0H<+nLcP%eW8d4C?@T=~h$ROz0SXV#Yd2+mM| zR7hgvt9BI3)+=`u`0LN5Fkus}OVc8*$EGyE_D3#U)%__w_ZVI=JRg7~Lcjw95I>yq z!~}eiL7j-*9BmE8C~|?i9R-uRBpgY3jiN@(Qd_ zPkB}+>U##BhoSw?0z7Mr-&enKe*QO=0JQ%%wcxHwBhm16(Vde4E~pobxr6hGRP$?h%+DU84zic5)CQPRH$G0 zCae$&!T<}roLuw?^l7rl4eowx!AhBf1_Xy4byBk!2~ z4RzMW%SlI{FhpLUMmm!j1yc{mn0@YT3H{2SnWpc|Nnt73-6;uLqmiJ-%c*7;RY%?< z;Y0pn4VRJ&G^UfycP)$8h?uLCdzF2bS^g7jj4d zp-yhe1o_t6{!cO+;&xaDP8Uu&o|A*D{!Tb>PXqdrBBqAS`1T7XWA-i~6Z|-dE_ys@ zSdB>!#w=fG6-JNorhkIwh^Aas)<}7%Q}sJ9K7t>Op$YuECQbQo^iR@Q#=jyzDc5=h z@>`loftXYW{AP{bcRc07q5rB|6b;idnfp=&F}z3CVm`P z@r-n?n}2=rgsVOF!29@=4(UuKW$e0?ns-;GytA46kr5p&MD62wb`SMTG`wF&Q>IXs zQzLi(u{uvV7129gh&G>I<}dD~vOD$W*rTKQY}f3Pop0z}lZ|x!!%cV7*nL*Jy62UP zmyf>&wBFG`xkQEBr%B{2PtC2?u93V_E92n$I#XB1s6xcOzhf-=R7}t8#kRVTK3RSk z?yz?)gvl^!BYMrpS~daGy1D#Wm63GYOi1Qw=;C%cv%I$JKX97iY;u1eYs8ugD-JUd zK*cj*4lNEZlzN!%e@R;;BIMc5fp%22wkn8oDO5^SzrQC?r+fc*50 za2akBC*w&ARjT;i2gZ$A9Vzs1ehmLNdBW%h+iernA~k0+U#Q2J79LTeo%*(88PSt7 zfJ7g#a`STxP)(OnveFe7Jk0a%F@cJ_q{kzA|a2(R{iH$jda?Xqha$_of z5E%EppBQ}x3i+F4*B32A4lD_e_?TDRjv)wfZG_ zkK7|~0P`|zNAI$F+g((rGt0d^vd>oRW5O)$H+fcFD$uglrNT@$SNBy5Z4MW+!z0B; zJACMECBH5eXcyI`-<#E;CNl%cCtH5Irm8~}G8fjBG+`afS5H^>L=@EVxUV)oG{p>N z3mEVa^NhOTeWVEr{&acmE*YRoz3{v#C}iwJ{b^z+(mJ13s6#zT+XJxt9q?PSjHHwM z>(O>%d3svBF@!M{#eU4M^EW)m>$e zwze=!$4gk}3W>CTu(H*$jaf{CY30IW91#34w?_9?y@dh4N_1$0epWl;x9a5ynwtBm zp`kmMPL;_aZh|exAFw$|j516!gFjKyo-s91(iHGMOr(8__w&f^ZNR_m*-e?r8i&bv zj(OvuJ~KU!^g8%StB()-H8|tblJ#gZ?rlDcaPBU2*yVJY9zPo;N!q<{O;jnT8@3a} z9fE!h!;KG>xX5Sgzw_O>obY7}!tZ@9YJQBvmCwnkOZ%?w;QX*FiH;ZcO_|?ZrqoFD zJA!jWZ2idjgUX^gHW$|)dwFyx&}CwHbe|<9C;k=WbcyY{QUv%?3@P?j(JAtNMR=bD z4v$y$ss1c=wCXL+BC+(c-S%R;n&S-kH6=E!!dZnj53$z612-aoS@r3>JEuOKTNWc; zR-eu>U)7hi{<{g^mH+Om#Bfad!RnIp!J3lu!CDbuoi6=r5n#Ot@QnztL6`QeNa>Yp zAZc{OB&igwDh;GkG+H%~;JcFZ&PEYnlL+v=2(VcM*dhXKE&0YjhydG4`oxdqB#(c8 zDmhi}Abdf>3l#x=76EpP0DH(Om+ZH=HosdQ;8!tRx%xLTwii2boUo5)yd&<`0}-A6{RVa?6*?r{K{z6jAFi?anHdOOO<6vHcQ$%)y_=kT=q9O zZ=k|G+lPb|CmboWq^)1~DlcJqGVjP_5@0$oY&ViDKLt=A~$MC=MR?7>bx1(T84Mwev;u|(2#}U z-;krk@B!pmFuWM~2@HRXXGDg-!hJZy>yYEb@Os<>(Y~ASu-l2@C{fjvYn^K-g*|IJ zgvTp-ohh>+egl=g7=BZS=i(lU;nB$RXSfJW9obs^Ag*~lewd4A#Lj0do>3%RAFR6$ z?uGbwlSt3`ok&VWfRz&{SELi>$`0h^6=!*D#72OnRYCV0TJLbVgKg$Kmo=8C z=d#B1i}%Y{WnUnh5RNWQ zd)H(%N4ck$ctV8+uGLJROik!WVddLm`Js;iv}!^}X>0t;@+`yN!dk&cPGA&O5;!)h7M@V zhY9VDs$c73Hklf)YmJDO@Kc)7RqCUrl4b_eFK9~db~%gXa6);Si+`W$PnLaduA4F) zWsSTUDm0_q$*RpHjbmbMM#l)NBR7QtC z=vj~qSS(9sm1dH5di$^$eJ^$rV9$OA+nM1PP(_wuq5|KKa2oBzSxOe^l_aWlfti}u zYyS=@>c9n>=bqcacHbculqyH_9Y-QydFec)_WZWQ{kBk0;RBCJ8QZ_0iB z5x5TOa+$%?oUY_knoHX1!|KyASRb$I%Xd5NeN|^bbH!$Jdh%^%zv}Z>F;lL~3H0P_ zcI4)=duMPy?O`icy9F=6qWJpz3VP@cUWp!Q3gcT1&bsV9)M?r$4PdP#DP4UcmO~>~v?_oINx%GiOVb zptq!_66Qg@2j(^VMtRL1_ZV}I&rklc^bxo^ntg#nv)wV8smrr;53Y=)yx(kd`5jq= z3i;t7Za-PRr;v_T-yZHftg_kZ&hycqp?4Kp(Gyc|8wrZ*_d0S&ZjUoS0+wg1ew(>4 z;LIXF09gN+#rlj|dotEDgwnWm@+ZXx~Z^OvP;b~lgp7ya%?#}wim-J z5)6+u^Jz`w2Cxt5;~EFu%2Q5z9h}=3u8;4)Fq7W%xIWS$OB!pFPWTPTeV-%GWwvDp z)B4~#$Z%h5D;|^itcPkVC?y+Y>3q*p#}YJ_tFOJVUfb3&M>nu9yj1{ zC6u<3ZDpn-uh8wV2kZ1SwyD`>x8s&0m^O)@m)$Ov-G2tlF#Ig$V>lMi{|w*I&4D+t zK5P&038wS79)~|eP9=|CHm>&yZG5LNgzYCdjcG6)Y^$JD*vynLKgaZhd+Eeav&5hJ; zNe?`u9r-_KnKD`rVSncLkALd)%Id~xXAyV6Pa4(cbmX~8Ny8eprg%ts+GqNQTo|Ov zF1w?UxNm4grk)(P%kRhwxC6dv%S5d|dys?8@RL!rJs5rpBXlr4OP4+y(@UH7du(36 zSsfLyImzZHF?ftk3YNWtQ5eb<((x{6+-&QV7k`2H+wq?*r(bs$&f*MTAuHlPkhhix z`gNy7Q8_3(QB04aU%yGykR#t798SkC!*CnK8x~P)Mt5~QCMVok&rtf^So}1^-EjqC zxQ7n+MBKX-#mvngj|X!21w4&0{36Qc8J>nCli}$o2YzBLJz1DA2DpDFoy9-KI@WVi zM>*}I=m_L-YaLG0VZvov8lcash$}P08F-K3uDDa;u|YdT^hAoS!t(5h zrR_mkrD{=*s@fUHlI5|Np|X<*&VIB~X{c+!^7kkcJ`WH_FV#4Fv&_Amq!1@0IW`Y* zv*J`;EdSitaC&vhmY!!K%{z@&(|O@>)FWVcB8~%wr!m)?h~LI>!|=N(J7V}9bV9)J z`#5j#xH*S?Xt>X?A6G>lv+?nEE&45ucw%6Mm(Hk93#xx#3cG2`-5Mmx=yCG{ClKfFGj) zwnqb8A$Dm*2O%0@M>N3BXn<=Xz21lhxK8vDqQN?SHec8IL3D!{R?cR1y&(eJB-*7S zz-{{5x_vgQ>m97??-8ux@yRuj{TLiZX)r$Q!J#QAU7hBS4H1AeR2NPI{BowTzM0HLa(lOJ!1eeVgP!@0Q8Qbb?p-aU^D_`#(;J4T)wWWf~X=fB$~_WTG0ql$p}!{2wwJ>>rhz0sij^JIOVYCD_mcG4 zp{SPx)v>a&5uk<+D3pnMu57;@XFRR0wfwk^Fr?^dfZ^R4|*m1=N{fP zmEd*`S1*qyW%G}5v#2e}y(R4k#%Om%Z+2{>WWi_iIEBOMy7Y8Rw+o-8n zNy|!4PftuTy9*MNM%=@%9#7xqbcX0VDE-hw$yT6Il9_G|v)tZ9zc-*JB@sgb`fV%Y z;>mC}Q&7LhyK<6KhcC;mdBUO&`?O?wLyNLO(uqIw#H10LOd3^*L;f5!MV+tvQgO+a zzLX`)>Os8PHs)}hD0*0lP%pRH?jGaP7{gvQH#Ie_oztCD(1#f54IrCe(wb~F_-}e31bfyG>QSv#6)0(2T(fXeI10P088 zAs*^SS?h`YXd4G36Y((y`cW3&z5H@79Xh_DJnhiXH}dwFx)@T5-)r_*^y3qk%ybV~ zSp3$CS5nO%u3x)9Ke^-E)_RL?M|FDewKEgDzSeNt#?SY@?8(dBGwi)DK7ZiYvvDQGH`LtD%7rAlVo)?@TcQ^m~`I?RYJ*$MTUr`0k(=ZXAIb1yh&dfk|W+1!MefLl&pL=V@OR@}I z22j>=#sK=w>HRd9Tc*QT(=AAs&%O25GI`7Z^v-4^O5Of;4p)Dd14WpPjG+VR>==M- zhs*8Z47`^OkifcW$uAK9O(HGZt~it0nL}f)Et}}RU(=GszL}A->a_rwWx~^&8#QAP zzv}jQ+&*mpQ*E~_ZEvn=9nzn@JbtWh`asG;v<{@=DOMA9f6zdx62R8HiFl}q6rD@c z8KIM2HvS&L1v(3Q+*>q|s%Ytzz_pc^+5!?5Zt$7&nV5saMh?G?q8c8XIJ^K4YCPuC zpU0q{Jk|_4+R)8_?DqI%uR1C~l-D#avoWE^X8>sTpJrq4NOkis5BiN0?JnjR0+o0BI$Mn6|p~bR&Rb zBnG7bR$W>p;C9d#Cs zfRtF5jKEK9h#70Vgwj!1Q-zuV2h=FAtx5V9t)tx(*BYc3y>cR;D`kn z85`;^j3H#feKEsNBJ+{qr;yppk$3_m%*0s-U9mDSpTq}9Zr@x4*0zB4&kaGLZ zVa9O$m=2SD>2M=J7U_FN0Glp7+em3l&yuvV^RpzaOy&MksdCG*B*-y_+JhLJbmiKo zDhe~4Znx*(1q)_OP%E}6!%4`vWw<4Z^}?cW=4gwBjC%oX9ho$O?sI01kV*yg{$J1i zW=*7!V&>IML>t}HJ!qr**(x^L_t<+(!M?z7HjWL3bMPFzcN)cc*f$ww5lI;KVLLIr z0O{Y)IgCAP8VWTSeg)^INyDiq_Dd#^A!VY_`I#{s=Njp~R@oBd8B0e79b1X^m#X-l zjP{ghN;|?jhMc3I_x{F2?9J#j#JDHsv2OhbKI4 z#o?BiuBoia9UU%Tpin!c;9TX#;ETyBb$Gza<>4G?rukA-tz-&9PK`~a{1cx_=NVSs ziE9wUuAn-c-Od{?M`XZI@Nrj;xGbSBIfE)_B}s zhqE}`4%az`JK*@#wF#Ydxpykcr3QVhUiYeB4_rfd+>yh*a9^@MA>?tq6^9?e_u+A4 z4%a}TFN?WpBNjx3?$Kn|o+RC%Bl7lod6g05yL?~(3eHFjr+M@rP3@+IxNGWri8 zU%AbvA=Rb_|A#V!o~RZcbe2jkH!E#n?Lx!7UA7Qu!erJXop}H5t4N&d;|L<}UHkO~pKK65dD1t%_T~x3QBk4S$ zkE#T?Cm?IdbR)pa#&BnmP(Y%B>?YE_E$@mn;AxcbFpAuK~i@UK>^GpyJoqA z!{>3@ibH*y%Ic}{qvp+nO3CDai}iA6anNv~OgvRPm{+~=wl*8b9uV(7CcpncLRGu! z%keri7ift|~CFr>erdy_Gr4I%hD<7 zJy(BtxwZA3&yJ35`)2CDrexMldw+k-@5TF%ZT+-zrW=s+eUg?W~WwjL3D9IX5Ri;40w0`fQHd`-ZVJCf8P{ z1aFd^zY$=r5n!GX;4N}0;y(A=I=sM0@0BZ*;GL4w#X>CmE|z`I7;+l;z78)k(t8~W zCHTMy@FAA{2+Q*BEf(wWq4;%vdCbaQ!?IuL%C0hooHKr^!>nvG7cIM5S9Xo= zxoaXk*Mnu(>dNwc;b3_HqMoT1`NO_5k(f}mu<-o9mj_6U5SEt+AyQL=j;oTXE^BIP zw!28Rr>3@Z7p2*YU2-V~1qN13PwJg-bNStc9c+GES~`H$O$}9gy6FrQ>6v-N9Yt!Y z=9MDtKGZ2aS-u}{+9}|4(g3JjyRI|RG0ETiny8r=0lp!s6UJ~?A>SIqU4?vS40jc> z(fGf06|&4jcTLMZlnecphwiS|dniZhM-P<@|Kj0Xg=DnvGBBgd!1nFC4D2$nz4p## zxrfc?N8zep^X1`G{j!gJIjba)$?cR9(!cHP+eiJWjrr_o|o z=Q;zv{4A%#=lA8?d|5=r!$*9p*|V^T)gm<~K%$GQKEk}t%D1`fPSu;0WAk~4Cp4(y zrQd+H{UeBLdZ|HZikC{V+k0tybobI-=@2i?pQ$aay`7|&?cm1xP9wlB9F~MREn?aoSve=l|zkYMji~1jAKuXU1?h+*Pr)iJe?ndM0vS8LozI(ipCXJGGy= z_j^a@4t#>9>^`=*YhjZdx0Al3$Cgu|dRwQI8b9q|@bn>~OA zKn(w?!#^R%iN}2Uv$%_8_&ID(R`(t*`rPF#qB`P5_}$jjrEO3RPo@l4#hp6Ck0M>B z{{0Dl>w9UgXlFrUKQIE|kDl~fj>R1{kK1wBuS@r1`n@<{RC*IUD+HfAf}_z$N3$`i z$uryp^Dx{DchwBHK%*Wel+DBVV=SE+-$X~Qr`_haX<9H;ijn z$LTu!0EesV@>j>x9*_C_HBkD%a9uoMGn|ZV#&8of3}Uzisx&j)iaC}>oQ8dyVP+u3 za7P`s;5-=N`-iJ$k z!(Zs|3LRdF7~?OiMYbHjvsiA85+9g2mKuAq{61V?8FuQvvlBUZ3=h$n$vlP}03P#Z zIKy!+VmM2O+oBYU$Bj5V0LL<0@A~50!*C|9=?o9Yb&26D#F32ZrjLtkRHt{|(51ot zj33|gEIKs!%({ZP4c_^U+dJ$tMvR3_eB9P(D>s7cWkgNdT#GYv;LoA|i5A-Ly7SoI z8Sw2l{#ygS|GCE6AI5tJO_;+R=SMI<;@gwNrq{Rcfs!^pXaqQ91UPIAPyd~SzljDo zVg&e8mv+=h=_OB)G&=jnNu_9|O^`~_7&bwI1JM9~k$lkrhe;?KBfxPZzzM=%hyj>S zB3c;%7U17^VgMG#0K6LmaH?dVf7%GJ2-7}@0qd+=zd-!gQIWPDZZeH`b@dAPQ&W2d z{E3Z{MnI;KGT8EPX=OMchui&pP3jFlFN#fv!JheR`F+bY%sP+zhCh7BZq5^321Qknnc!C}O!#r#g`Y1k|)nzg+ z>|rAC&`L>sXVC|z$~M2>>&Pa~yosoZss%G09!=SK))SI8F>QK+P8#ePQ&|vG#4qDB z?;e0JDP_1n9c$^M8kr5A7Ue)JQ?c|+oO!v>HaYl}^A@sJTJ&`%vc%VAw=So7mYi7ov!r;YGR)-r}GaBqCS}eb;jn>9=C}Rx55n~!>w^)VYn@B+}R>g9>1Ac zErpD$c>A|g+$KTWD?-_9Rw&fJ)b%nTcx1Yp-&=CSV%TJ;D zh3-JiHiLt4d@=081)0YkIXp(UIcBO&Da0d#rmz~S*PN%Mu#NCb_`OmzA)HF1e{lIX zJw=&2EdO)3QAGix<^zM}z4jDk*s;75F)wTLr|^)>utm3!cS5^ChCAzU7u<;R*zh+8 zNP2(|Q*!vnS(}UqJ*O%56^5H(Uu3vB+8X!r_$hxS)I)-KHsIp7uqm}b&&K}Ca4sGg z7|z4*!ZQeXF?=jCu=JS!Eu#8x1+FYh`**gaOS9-VEMl8I4maa)G20v>F2v_DOxmTr z&L4QEVU2Zj?vF~yVt-QbyUZAxX zIMNGvy;(tx7NCUa`W-%&ZnB05^3fzQxz505&`Galek^9$pl9@YMg zg?VXj4Ik-I>TAYcj}jO#_IcDdX8biBo*A#F%`@Yd;O6HI>JN+`q4CK0QTqNm*6%+} zYaQdqX>2n76ZI#?_Z!cDz_`Dd)|SRhM_bNQYXSSUx1$3SMg>pJ#(8{&W$u)Kin1=<+* z^*G;cjeAFV75y#qEJILVuc^=1&;BmSmDQdf#bZu@!o7KcE_t? zv5UWYEcO$;Ks&EH7CW~=g-5MDjAwb2K#TExBp_n^fDz~7LFzAz|3u%M@e;!Az3xMh zjyrf8;uF2VNnYS&FHm6I=bb*!9s0dOucF`kDofHCd6m_G)}*Vf1~g`0rA`ZC{^8R? zM=x-S7wF{89*R19)uBlI)el8QUf@)(Iuwa}OY^gBu$1O_#t+fj&iG+k9~nPK!hY&@P9IyBBF`X0HyhB&@^=XJBgP^n>52bCtd23)sqw&ZXYM9b zddBxsoE{x}HM}@aogL1Jr)sLJ6Unsnq{}!`I;*Zz`E~}0gEYnGPEiRZCvbaSI=NR}h>I*vVtl@b^`74d`S5kQn#avpEh=n8JQa_TdNu1<~40viB9vmVYwOI4t`NsjMI| z_8yeNmU33oDc>d{N=*qE|ldOx5PWLl9(=z^o)?mi}q&)#+k=wPsfsfSi zM;>=y+eLZ5b=*(Gn~n0*;C|k8qwh|KyYEz!tc~#ul7S2kPmQFUs+v?<7>kF(VVQwQ zwTTQ?AvR~iC@DHKQsj(J%A}D}5*?36%G2x=ov2XzH)q`~mK;;fZdG!|BW_iDH-7F+ zdM@KI+-VaJfJhA$0Wu-Mm0| z^*gvp+!fAwnMCA0yufK*1owzL&j=L=PWP%@=JRf~B$0);S|%YZxz#dB;MH4IF7q?I zKu@pAWqzg?DE0!qyg;HAP~8gX?FEwbx272|vl-CG3-t8@{k*_Tx;MKS&|f<}2fc1Q zAO{}k1qOM6!Cqj9aert%kHhLu&%?dyRIT3|;Z^i!FSI0``3tQEwC-GJHK4I-p@p-= zDU(j-qrAXqFEFP5BtEwO6n?fB80S?d@)G(x-V2;le;Pm6n?0GINB1UpvtN55t+W%p zSyR`NR&G4rz~_4#;tRxy*9%Pc0vDS1TPd1zZnGq<1-DtU&Z66_2KAPUYpsAut$C6z zkg2!R;N^-;R@3bBw_^2(ETQcy_ zq&wWtyxCno8L5ti%0)hIr>stzeH!IC%d3<5kJ?sfAj=c+ideK_ovSal*=ezcD%;?o=8UuD^oo3u$6xR-^U8cdA_} z*L#?D$c&ehqm_=^(fjl6n@+g=xn;|(x>KFN|8l3hZ!DnpW6UOhdS&{RNxP?i_m+2A zF8)&V{l=3ckZ5|bvM9L6 z@1~WJ@jEn59cOex$s&xgCp)l`QEa|Tojkej6xy{mT9-2Rwt@k z?^f-|^p?6Z(`xgE)3>kGHP>aNTOxBg-o0D3=Vx~-^J%8DoOa`s$eIHTB%SJHq#`E# z(WJUs$x#ebl__2~4tdqJ9`{%%^8)4KUm_ft8c{Xb1td)M7)QM7TI?PR6<%Pfz?_W~ z!R2dtA5iHp8U$Da{_~pc<7tWEgrkD?#}J2-}fHX zGG14ya{yKxE!O?h0O_d|F+8wi4&CKl=s}XbJVl`TYJflDT<`Ha;Xui+aO&ZdD zQ^fHgS*6%I%w24`zDx1s{#KXf_;z!=z-3~0>IME_+@I?OF4uID`n@Z>ir&h_ zmZa12UaJAER~K6iXzZ?UpFfgbbDkHt(hFQwfB$N+%k%=*c!6uZN@s8#{axS%uJ-~r zc!3*9uW*wWxY-Nb;%ykRYfMdgxR^U`^=3mnOlxL1#d$dkj@T(t!kPnQRZ=nFD1DMh zrZlEPWl%EmEsKzG(%q*-dQb@o4T7(}x)m*!cKIz%6u+guXKYQXvP77BoKvk53kiMs z18Vn1S%lz!K=pa@Fvs{$ifqXoPL!PN zinkhSSb_gLNo9HL7@AyISd>oINl9~onBa?x6Y)qvVW&*h*`ZEO*=$GM%ed$lh^s~A zF$@%RF~zP(CT>`3FX~ za`#VpXGhX0XnqQt1^u54pFR;c7to3H~>FcP>^O`Ntbjp>%I<}Tux4qM@odX>Dh?-{(dqnZylK%ddQbd*$A5Z)4 zv6@9jx-yxlnOf=G^oX*r<#y%yFk|bHuhz##Lgi^wRklt+zFJoq7v`(+m9ZDeSL?8o zj7(Dozf!NM!~ojd+~H9rmEw9m^2q@uR9+sbZoJ+kqh2?v$M`=Ur3+*HFOOQo7=Lfz z9}ODoAl10tfGpXF3BvzGg(i-QXiWT=T{YXOk}h&-xhWCR+ND}G8|B<> zz>urDtedGhWpu(3y+MuEMol6Pp#7pPQE6e}Y$sYPqnL{;x^2W3vYlkS!Q-}N+2~RB zwNc%lLGr40TE)u7hbEP1N@bUm*Jxq_W-qs--u2$)YAtIMd-vrIf3b+%d3a zxx3GuMdK!0J{(Pzhmzsans`l$mH$BV$1Rs_)yT%{rKGWkuvW-Kr3CsvZn^AtMm1Vr zM3Aa0b${JbA-^pZEx-ilJZ`z{aYi?wCrSgG9#``*mm8C_oD{2L@8g!s=4Wh!veh-Q zSScH5a>Pw^c*1hoU!I-2UYQWTMTBJ)HR>dz-nawSQ%}6<3Cm?`T0-@HOB+miUKF9- z!~rOWp94!eIoqecZoTB?@W$gSBXJcPjsxO+)I!+==r-}$m{!B%=|qVb67tbQlZl$@ z>`mo{ky6&PMy`O=YhGoqDW3njcn=M4F!074_>KCt=}j;27h!8^+<(ifXl{AZlC*X| zX~{Z!pR^j(Yrew5+g{+W-rRm8u@!1v`=N~r-*hV3q43LP-%CU#A$L&YWx4JovVUY8 zC8;p>vj!*!bS;>AmnjV%BA(1NXOMq}j%8YsH_2v_>^B(qBD-wHz1hEua38WiVceIT zATw<>YSgIVaxu{@yVTUk&R;XK@-q=^OunT!3qJIeCEN4er_^47pK&go1sPAKHrMe9 z2JWNbiKMaAaT_fMUz*O`Iv%6pSsa>O!~He+`zU! zThi8_pZ6sN4`4jsc)$6^`z<=0RuD^!bj`3R302j$@$(^(N-DlLf zfy@0&c3g~Kp#E2s!=G%@GfH#CW#7nTd6i6erUcAc8^>qVnT5;$m26@dzr%iUsdOl* z*$wh@UVTQLfw=s;8DBS1zH_pwvvQ_0>+O9;?HjlrXYB4AiHFUyU7l5YE-w2KKO+(k z^ApTElb&_A!)HW4rd|7*t}$*)TC$RKG9uEJyF%hi4L8N9kuf8Mg>81m6r(<#n1vP3 zT5?Vv^8)!Bk*_A>B6^07Pt|ZY>LZMM(A>y)fPn`Q4aR5Dcw;=0=2FI|8|C{L<@-{3 z&Occ~>k;D#gn8~uN|kLSlXljqdAa`$tpzkT!z#K$mTi&C~1Lysum%k`2HvgPRV#W z1(0XFkdlHp&bW}U$dGYDXE`!vmM9lntwv{ZwbE;Iz0rAU=fZdl(RHMkxmx{KtR@{e zl^JZ*8Jee7M#dw^LVaMOs=7wX7CH&Fc6m)Ql}I}BV+pH{;=QYtbi}hp(QmazVW#sI ztpXY6f0ySj|4+hWC|}Q{BK=C{-y~mchkp z)ILr+e@NHyXd+(Z^bwINikyOFYm`01rZsBU^VS+QJH4|;g;C?(5cBhNo*HF?BI!u7 zDk@@fDnXJ1v|g*EWK4_eJVX5=6Y!j9FkVerTjkD8gacMdR%MPmaq3Mb#fBp+H*jKH zO2@YX(VIKDV%=6LFAiakkMLRw0KHauxZJWvZBlV(z!z}^v_XkKLrDZRnOi9xdt zcsGYe{eKB7vem7P5AM0_J+!#%NI~j7armIfr24^Zo7b&S@Em4Dg)|gm9a?20neL`k z-TM74O@MPlG1s+gn*k+tRjzB#wovi+?+e=RMa-#>F2lf*ZfDz20g=@zGN_ zIYnn?qUS4}?yoZ`*q=dx8MReR1tMyzX*e)2luDPVaVeuCiccPXK~1sTU3Y4N;Ij=S z_PA!k1S(t|3a7-Bj}L_M)(d>(1$KFXkG;SrUf@%4`1Aswd4bQpz!zR%k9O}%FYuKY z_}UA6;|2cV1^y{aFTKFGUf??~@VyuKK^$Jaz>i+wCvSGKZA}UXowt8`<@YR0#MD7s zcD~dona#43I8&sGopCR!X??z+{>jQkoeZLO~_yDWE4Q=CI8=s=*f60<`YS&o}XmxnWYCvPq zOBUMtfTMiC(LUf9A8@P>IL-$g?*kkkaDoqL=L6ac8b07eA8?WnIJy4Y7WjZdAJCD? zoZ`#&>l=Hr4;dYF_O0d|3(UCcLb+ z5x-@B?c{6RAf{h4DNK=JWK1I%zCI=%mr;Vw6gq^R{1};-6-naZlhwgD zO`GfSmAnbd96&@HOo_%T5>u2$QLWtR%7_z6CPQ@;xLzIz!$tjHvE-rn)HBuC=uG+4 z7@z7<2NNB)(Qp^ag{9+TG|WymjL$IW_c!PTjr!K1l&qYvW8jI0sdf-1Lp9}Ty7x#Pp=@h(+S1i3%Adw=f=-jauwT z*{G9FB%D|%IW;0Sv%2&4RPayNDs4gxiPmy<&k9R4KdrG*RL^`=tS7Oc;pCu9x z=TdEn>9}_v(cn{*1V(In6Y+?XipHnLXy7DYx1@;Vx11^YU2Y?{Hyw-67RlmHPQ192 zGrbsSy+N%4-VN%oVA0>ROKPgbk)Br#eS_QC=f+~gTjT>y^#NUcKv(0w;Jcf~w|=j? zPthB+!IE?)tg{->8o$A6KqI}uLJxZP(|o|`KHv-=(9;K;=>v*=KrdPWdi#Jr+A7i4 z2lS&=qQACE94K?w*NajrN&SWc2Djs^?_u^)kfKok@)n^tod>5AbDo zi~~hm`LgPs!9HM!c7Ld`%NXY4IMH%LD$ejyWRc>i)Do3et7z?6-bN8W`3I*)?mh*- z?RRCqk|fgA@n8+tN=N78P(-5csY zWf9GO%}}^9Q7-?d6pKZ`jyK)n#g1f>$haqkBj8-5l?aaUSIyPR$oT8# zO62#&gUVsxQ&QbA-c9&Gp{R5b@BF{GLq{D);^eVC)qE8uQMr!CX<2E$pz)&Pt_JR5 z;I29a zX8)kd%EXqTSWN2Y*$hK$0A{;vPrI<`X74^uR~dGZdEacb^`{heL&thseZpZxG(14V z?;36O7KN!`{EG1{*OD10;}?zktBtmPr16Z`2@y;&M?*U&o#d!{zo=z%(rNSqF@Kv# zoyE9@#s*`b$NfIXdED>&1gVB_kY-tmA2c4jH1?|E=1CVj z!ppy^ChgQZw4o;B;a*N{Q7Vy4%U{m#rtB|reL;a1-<6svT3gsjcE+p~^1;y%*2M8& zKtb#9hQ*ckEgP-KwoUGu`lmk7GxaYLo$W*wsluXEO;vGm?;3HM=vz?eoN}1!d3vqH zY$wr3Es@fT`^fWfkJ*>V^`*-gWhNM+aDR-a(R#u-PN#Rqm9)2K9OkUHgbOLO7vp|3 z1{secbuZ)5gmWa3kuLUb2R@+kZ%W0)^#^gz1-+a&A^lBB2)SI)cy4D>D>Ck3yw@-~ zvp5d0`)`!_SG#wLhI`R_Gro?LLyXxml(8qz{S9s>=^*1fjc;^=!Rw7QPcXjOXyYI0 zeHiD_yv=xx@l9VazS&DgpLm@lHjFot=?UYP$qb<3srv*uFoY&ZWM52&qVZHgJW`u3 z%+y`YS(FKHrZ5bQx6mBN_&wu0?mT@3P+QISHYEkxVlPrC-a;u((cn-D#oe9a?iMUS zTZ#sXI}~?!w-SoGdxLAxKp^nXZ@!st=Iq?uGg&{o_uljDKKtGS3z|cPLU7D zZtgOnUodpj!)bbjx=ag-{+7JEwREo{6r3oQDIHyM$TX_T%SsyYG-b!KEr|kEr|^6x zA>gm%KmO(T?fm5r#T@N;%plykj4n}=FTPI#C*HT)x(e9dMVUc)y+?Q0T|G>o*a8_A zHW{bvc_x$Eb+5x!-4&vZdTq#h43&W*EMMw!&UWp#t?xuW^slM>w&K}ae1*_I%(?I5 zt<1^O`~Ha}W=3S;pkY{dFQlW5i>{W|Y!w&pJtw@xM?kfAmnE%xU|Z^SHDWa}>3bA{ zr~a@8>DcQ}_DwMxOvpjYeAie^1eG!<(LefB9J?eoD{pSr_0M=PCPbCnHSQ!{0Q*yS?C`bY3H%$=Gk_BGF_Cyy{MWh4u?wf|Io|5TZ|&7HTRf-=xi_a|kh zKQK$J)rKMMmD}`3Kzmd9rpkSjA!KJVxn3glD`ASe^)DqbnU|Tu%?XyBoitN+{wpCB zNvNu_Oj`5+asBi2zIq>K01Qr0xUPDv_VC~qhAh$+Z=NcP5qKkb>JUyM{(Bi`6#h&e zCQen!xs)5NqkCFonWgKahkxj_WcF@HQ>L7?r91lFTPY#6Xi-1y--vsKX|CfyE7qQk ziw$3hLcg#~lAcILk)47?A%UKpA3IHpp0L}0p`SlXGrh1@P4Ii2iz+Q6D9rCmj>*5) zu^c5Yh!f|sEao|kIo8@0R4L<8C&9%%k+qajX8y4JYw+qgE7_sTR)xn08m0lS`i?(8 zbltSqI_UB3J*n_%)mDL9PCYqy75C}Fv~$#XAr#dLMX_yW?{VhS5W<98_U6){9X-#I z{|6^If~sIMd;#Jo%U%K5KbfcyXhDA&qh$ngzvF4T^Tm65$To=tjSbMeve3NGT@E$A z%Z+~?Gj6GvoR>dE|5f46liP<`eVU2G&J?EJ?nsm>t)qq*Vv)W@vx3%Y)n1BE?fHfI zQo6;k#tueBq2Y$K!zZIIEG(dfXjlQYu(QLaN?nd{ecq7V!K_?fBK8Z41SSSe2lL#5 z8xwiiwgu^tEPd7~FLf^-4dXJ$UslJD$KZW5EOsAFgk7PX3$nHU!;Qko{PoHpzoK^l zP$rGM#f!bP+vsf}$+G3?pC8;Cl(F2h}QrVxg?b*a(c$0TZ{Bw`BZofpLwwRBz@RcjEv|n$Hvza+! z?fu7h>Duo{MQHg|JVn2taXE4NZv>>ax0nXgNI{)*b%4B8X+?0EYp5*5dMoP;ls zdaCZ&7RMIam_6uarMEsbld}Ih_vt9+xfl?*lOCHeI%Q%V)O&tJMStWqG<$%G;K^l+ z98Qd1a{ZFivT-2#%5@O*IlI03MZJ91-X)71FO0=<_^+V!c&BI=@mwFTg36oRL=s$M zE!{FfR_`*T;LN??xp*4C^%0Z(#5v>nBR&eXfd1J#0b*4hBZ_`fdWrK!Le?7cWiB`R z+0|dwxrYHO6M8!qnC=j|WZuHfqys#5LcC5bo0=nYGXBxPdsfvf#y8bPKvo5vBxvJV z+ll72aq$9~y0B2vQvtm}2FoR?__XVha&^Oj4U3h7J~mvfjBmNq@Pg>~iOuD+1xYOZ4h*H4euA|*$VQ5eu~ zy>myNmB%xeu}47^tZWi>MpkR?KbARG4_zAQ6_AC$EUd|id#(TXS$b~Nv;+r@n*ViRnGV5}1ShU-tE z?JoEXPMPHa4en$qbXTD}2D-AnodV3cNJyhNzw{Sv1HKJ?;?ineBT?(yn#&&spP`@U zjb|g{i5h!ShV{iPj;!Hbso7(<@PJ0uv8#!I##l?oy>egRjKpPt-^+~F0xqOC`$2cuo8k8`<#WvE&nQ0XeizBKKKMpD#T%$|&TRqy) zurQK1c0*K$u?z*r?6eTt)w~c6(VG#<&L&DEx9zHuFTWE=qxDT zR=F~L-R^4k;Cwt#R<$ycjWnm~znL^?N>UoS>R2`l3E?LyepQbtSSQPN44Qn@1?d^Mg{VDhBq(O>NaV!aD<|6-;X)qlB~Odgh? z9T_7+b?b`X%yanvh0bhNqOTcB|AcSZq4>N@1ah-1e^1vLbj4Hi_>dF5hq4qsV}kigP)zs_ z*v9Jq)le90E1Vs~Mu~p!M#~I7vbY{5vULhYp@kQ6Z$pXjr~04VQ*77-hlo(2O7lb7 z|BHcsd7vGB#Y!kO6LobtzqL{B8*}tBsZ+vH?yp!f^N6++a;!mUI_%356h>2Hrdr-vhuVJ<=KZv`ytfTCp36MMG z&8>KeIFOm29bfhkenL{{!|(BVBPMAZaj2DNl}&(Iw*NRTm1rUrfei18W?&+&PmG;$5% z80`YUXMo2|z%DX)B(UeT_-1S$c;fBm}4k&61j zE%u&4>{Q(2{ee7%KjgwBzawRMV{-&MwS8(2DzMWda35^=!xU13DR8>63vgaomg@Ei zQ=Qtl&u2W~dqO)r%EwgE-Wsu>I#;H~17q<`XFAtdLcMLk>GiXyz@ETa6U590PC(Ch znT*GXQ;u`_JEOa+X|NU1M>d?Xqto-Q`#8a41X*1zM`szHB01c?@gXe2|)qtJOY zN!{X}%*fD+{17#@=Tfm}fcE*8yA@HjCL?tkZ0YsS74BNqv9$-hxK)RS5Ji5`2|beC znRG7Z&t}el`V*DJw2E5sq^e{o)U9-|TPED6NO+dyFQ}(#DxM@x>#E)K-_hV%ja)y) z#?!gCLVQoXd>C5SNBpePA7)Ar$?9huWlVIkUZFJ6q^Kwv{&A%veDFr`wfrFRaqqh* zV)g!+{?nn}##vBmaRuBnpeiI(WjkQYT01KonuHVdK0AKz9Wjfvz0}TuUY3Wo41)K_ zMllAf=<+|tGRudWbLtQ#dysxnU}1n^r3?GcJaMDboj&>%5mjON!|2IPfqCfmrA3y1 z;{4=5d6M#kA;iDw7nb+nq@~n0I2IdMZOLq@6{8AcaeeF(j0VYkEewq7D zQO05CKNgIeDPEolm8c(-OFl2A^?#gW00?t0f5cn^X=H3HpbU@;wB$oBETUb6p(Q~; zUqOy*tM395+a9p6!29lQb{ud4nw7SM5HyOzE^sPws>uiRbCmbb7)%Dm4kmjce2=lO z4R=>SeK?{lH_76gEOc-iI=CkaY*R=Gg5roC0kSW5>bf}C7{^r9S+!oX;1|9cj+`ws zRMXoZ)gcj;20=+E5$#0J;wf*9w>>N37^wseJhQ%SJ~%Yx4v5hgiRjz~&t1jl zh(~01$z1Lm9XW(A+y(Ci_TY+det|vu0epmv=Je-Boz+~lc@2{{=0~B5;+s}<@W>jh zt7p|OV@H(~dbE`FS!t9P!ZWL4xPY5~7yA+m<&IhWsLe+@@m6@UyuuF?_Grx6sP?61 zS0~PpqGOf$p~giQ;VN^9DY6=UnQHHk-98V;Yc8(Pnvc-FCu#L08(X0`B2+)ZoXJqW zw}1w5!Hw!vtpk!m7#eV_j6U;_Kw+1wVpgI{pSiPB_D=Q1SYCdF5f#h;Pl8Kw|DO6r=jG07|Buz!i--PmifkXjE`RgR>V>C=VRqwm?je0hGrz9WSW~Y^#>$0@ zzf*NbY?T-I)43PEuO(MkoTY5^851EcG$_wkWw6*5L@`85Aps4!qy6jW>d9AgHJK!S z(UT`Nha5$Pj~IXQC!%Sdhrgdr*nSf`jVYcOE%PJnw-z;dAxYtuZBnX2%cEsH(P=YS zU1>X$nf+Dak0eP+Ga`RMxjmk(Lo~P0yCLo<4SGu_n=SvT))F}p08J4TXC!-<7JXTG z5*t%OyQOa8+=PbAC}j0~^0Q?L6GMP?Ha-20zB*4xt~uy#eRuwmQhnrg;0}+yi*@J0 zTAxn#lht3|{2|CDS4Iad3UZA>_u*Y*w1G&d|CRO4wbFU$B0Mhr^C-e1}`k%u)} zJk*CsGNK$5HN)W5 zQ!tbG^yM2;#G*;xN+SFVhtqT2wI+NHXS+W4LM+mNi1Q=LO&i)c-zhl1FT;^GYrIcB0SAT zoZLwqw{D+HS{$E9HIYJ6Q3pw;tKCPnO|jW1*E@^7(Y5-5(>D313se6wMxUS-^cl`4 z*_r1HQZcBn{dW^e4;Q(g?()xxVpX49eI2DTRK+iva-IUsdz-*C7vC`*yD)ZExxf+5uCTyCM zv%gEe0zG6ep3PhD?B~&Op}$!@0_nc3oG$+) z8yuqO0wW$m$bvSd=-_dLw?!|%d7Q2PBr_y@J>VUo+{DYAUKSI2SXZ|6%is9rK$2Oj zWr$o&SLb_)Q@{jQMHa_K)oHyZ_cVGUy=qd2+oSB(9dTwC6+lfR0x zc#XDz=$ezhO;XH9 z=jlmF)ozLQmsY>1Xk-4&OnDkdtOjONu}BE;vnCS!?8n+a)uv)0BaSX-?cu66wB=^y z*2KQb*w&6(%|2UGXmuOz%Kx3<(QA3GD$E0#>k~?`oARi-DH~9Vy}wN(yj^{GYmyUjpGuBXJjMf%)9Ka2+bc2gq>3|HI=E(FYY;A7nf0eS zieL8F1qUCCpVs#Pk1zn3%&*D1Cn%5=<)ikq0aNF8PFzWbm}u~$Th(Q`^G&*`7sZz9 z;a||_>1Os5Qjx`j=0ZFe9e6H_$Ex2<(%vZPwtK&sxb(5Kn&149dm&p?V)Gnu2mT%5 z)?G?xyNg3`4j6;@KM8A0vAtM~ACJ`W1{jC|yaALXm_UMSK-gUf8TfZ0o!}~A!v#S0 zHe?>WDJQXc4G@>uL;#*ie7$?NLfCK)a6GfRNl^+CUN`Q_uWySi-c zcH&MsjP!3z4y%b>safN^Mt^iMdDDd9r>-Oech|BT1R=CK(_X09E<2$#5m>W(+Lg`dR_psP@m%H1m_4n&jH4$PXgW3y50zY z*h7yUc+*qD^`}Jn%<%!v_!VFP?Jwd@Adn`sy=AkYOz)a$jrX{6WEfxSbsA~T9oSh5 ziqg+d*~lWOXx_+Lu8Q5rqOGWYdOQ8S)o6$C7h6STx^a4wHm_<_Q`v&=%JPL)V1S_^ zXF;f^anUPS0Ng%I=oio^$es!zvePa`iABaVzTv+6&jz2N+#PDO)85G#%A{?I|1_50 z5QJ*zs=1a!^et@=T9WR6e&pzU5zk}fYKLZA%I4(%rtNko+lu3rEZHYRNbSA8Z?=a| z&0JI*0{QUMO*S%)hhWU2G-9RB*O{c*>i$|;>z?P4Cr9*hB7;jE!Rjz4ofS#(Bw%Xy zfg&np;au}47HVd@b-m?hWk#uVwD;M(+V|9RR(f%&;sq4>lwrcz&9;I6CuA{-9(ja^ zoS^&lNYNeshzprXSfj6Zvp_^^W;%Z>xj0}K3m){+FX-F1{?M5z8NoUow=FrFF%);P zli_17p_!z_L8)LjB{h(1%A9Gb@Qxn=2&1(bnR&!e2ObSnCMNeSGi;AWCl-^)C;3bL zxYha`X8&%>>u#G&$YNEz?ep6ydAD~nYS9wo$-?1QgQa)#ukBhy?>VX6^t7wx6X=MB zAesbgyMuBsQRRb6?wk+*1Pu$n3$Kg!q#oF@7P6VY%oSdVm3g=_H7S&}&~|ShC9?^I z9RfN%JEjQ&+&c{VDT6c?poz!h$4ldqzVA?&d)$(|R4JSYD(lW)8O(O4F0GgUY{aIe z<@cAOv{Ik`TIDtflPcS1cPJ-ff5#1Fm^&CoFX7YrQEf|G+}3PE!e}?Qub9BdnU>a{ zQPL=w&{SR@Zp_6`ys)?RL1889`e)I8w?+*|!@Yh=sxs4}J5I`Zyi48>nGx^SP9GIV z^P+`(GYv`wnVBT*I8U_yY(MWg#Jg!E>YxDIi?>ut;Xn(*a^kpP;Kehy<<)6Sf)M{* z5;2X3A5TE3Z(Jxx$O(07O&5<65!xx#CcSCt;8W=?i_8LX1DiCzg^r!f(jK9_?H_L| zvWWSPbG!3@q$J-q=;aVkIye}POLSES4=inM(0Qf{F3Gt?H`U*LMdnpMTUC$smd?Y#y z=bi;X8kIjYg*@5vc78eyqVzN(Gr5OaWpy92RTziO>8*{KX@rWtFJCsDeN}vBf*?5U zbe|xwmsn~4-UkpaX-Z)U8H~K$)35BWwe+oqk?^m^@Vyll*Y7{UuT=G)F5)Ln(LMZT z`uFh@XokchWHp-p2C8N z@B*69FU-gF;n^C!*MY5H5(w3*;^bZGnq}ksP#43(briQD#dNYccn=R=_ zrg;2QcXyiKhw$yk5))(85mTN_$ehvT->kD@RM!FsQ>-ynEeil>#JF|pFFXIwx!Xzw zXaXzHP2tVQq`5){zW#_iz3(`$J@uWB!Uk#X7Sst$JMM^1_4QS&neeL{UKbo#JP_Lj zdWhb9U*|1^vnii#XYz;XlC2v7D6{?5&;4&bV!SB=VV z^NO$l3tPTCN2o_7EAeG`rNO*?$=eFMk^2KNscQFE#2)q^nK+BYlvvb0tHo6P_fgG5 zy6%(Rh9;IhftiuR*K9(?%he`6P3Cw^7$|#%#|GOsn_Gp1mNtdEy zA6gzeExktW0fdcGm(+SsYw3ArO|yp=oe$Jc1s@6G?KcviqC!zB?{51zG7ng@X?{3bXGEbE$T{Y74#ossL&6TL6iP+g%Z2?-6oP_OgFY5thyq1loZiVTP6IuHvzE%2 z;u4P9isO#%AVx0Jf3J(s7nud^h~sOi+3TRxg^U@mq^{D)<>lTBX9chE${D%D00qX+ z9`+lnxo1{aGwVDbmq;Jmo^o$7qa~ZFq75}2H&CJp-V!`SQhrSdoUDrP6C(7nLL2Ho zcD&VMbK+nmeY-d9`qjNn+F%m5IEXRVarN!FV%6J+E{Q3;To^ZHR~-8yRs9JXMNL|< ze>rB3uMFy&N>evmtl-h)04qg;+ULr?PJQ`<4j2#i9Utk8jPgX zQ;q2;*|1Hu2CGy#Du&NEJ|_ov;d4~cIj3tR>CXQt7NI`{Los4_LvuIz7<&KaHvfST196Qb?2RvTilT+?|F{zEqZIf0u=#XM2%c5lBt+NfV zexDYJS9+_g6t4g!q;N?m$EV;~kM^Y(3Dc?!r$BicR;9Ljj`(C(Ikxy(iG*33LrLs* zNIamwA{!X`xe7^!NF#c)Y(;71g|Yg0TGdASi-}LX7~0)=yrOkNi)3KAmRXt{bp=Rjoqop`)oWk9n2itr(5 z1XB(Ka|5Api@9c6*`wi9PytUItqFG*4>29J;+GctUe=VX*-NCU(eafP1`AcZTUh(o_NpHQI z7tRRwa}8-34u3xB;fuMa2!9vbDt_nslgNy2tlW#(H73*KF;n-5gG~C*Hixm zRexCjA~G%j=LdUL)}=rkP(5DPC!IZnMrSzAaDc#kGeQ}>X&pZswYP4*X^1*pt}_9W zAwyOkdQQNb1XD80-R%zwij0S=PMiJ@hsy$;j_elz1Ttg*j3%T(v~LiKZsO2h0fMIA zt0>}i%vM)j?>oWXNx*A1hX_Ug;m}?KV&@Rwcfid*kZu5pE!_os{}s^m$K(6p;)k9b zRL{(^#M|;EJ-baCbn0d6!0cP=x{~sLWqTUhC{9VW%ss~r-_A3h_ z3ftsNcLDpl_B@^rv_#nP565Jz7w7UZJ;W4I?r@1*T-?L~B0~fodNPD;YqVe=vDdeC z7l1dl=gD-S6+-mBX~%I%G*8son_Cxjt9Y4G1y$2^8$R^3gTFcuP>PDL^TL7X-s-A` zob**yfx*6}(Y@4s!s=Oscn`Uz#)gXvP}%Fti7MpXo<(l$nB@1pN>%)hmFg;|BL^6- z1iY2*HV@3XobVkxzfb+LEe^+%)a8%sUt|1L&c6W=8QMlft!nY2X>cuiV0<-i7jOzAnZ-4F>XgaMv?L`r5?r zT(r6wuVzXD<2j%w7=!D7+2UZWIyA-jj)`0UhV(xBDu?lg65}UYcLNXhADic{Ued%~ zenW&Y{tANu&{Kle(bAwZ5k`}rKZXFIFCH;_mY#hzLKiaS`Tt93U2GD1i{Yw*At->6 zNq)QI;9V>U{O~+D;@Rc{hO6Z7ErTI_XC|ywkoza&a#~ARABGw$(h1`QRxr=WMsLLu z8}<@2A;uQQe=jj!3*BzwO=|+2jVRO>ZV2j#@G)jEd#*748$lbeiPa_u-Na&xGM_s% zF;a;z;)QIlw$IHsJwF*|@GiS*C-#vwYOuZHfE`>I~f z{P4cuwt4Fk$O>A&g4T=tNktC^*sE2m&33@yazQTev^0l=Y_1v~F<*@z+C-vmLk|}R<(YZO4K*G?eS)q%;V7_{`XH3frzX)#A z;Tna)&^i)yNI-{3YQ7&NaV3|DAy3q53+DZfq8#(5NUyCl47ei!W&1(v1O-SNT`TcX z=pmBdOc_JZu=}xUMAG8pobP(i$LF(+E@4X`_2>)?xCZLs(Vc+uND#Lv#1y~8K`d+q z#DURaBGHVd6u76tr^KH?&aGv3joSs#O2nJ13TRY`q&TdAT4#Q|NE-3V6=aN7MKF(% z!X!!kW6rq%v3zhnRf~(23rl)NbJfAnqIv_tn8XjP3N!V@SfK_ew?xyhb6;$feBxll zx%~wpr+pQlu^*cg_?5% z^Hjq5#H}>=$#mw!a~EfSH1sM79Sr}HBY#g)BUEcEOp~y+Xp!q~=9i_VPyZJX4HcMqj5?QkUu+$~ zaX|Pc$Zqlp`g`F=LwoefZtDT+6Qu)GmE!7A>0Itjw=*2UIRtuh2D~*^ejp%1{!kN) zSF-B<#8mj>KTTqJM^(2r>sf_4`sL4Y3F=@uC8S>=Aa3AZFqH?IT=m2TWyXC4zIofy zJ@6tj1Pa2`XW)v7)8>Ftkg9w==Ch)46C10KX24eYHFtuMi!CRccb?FgGB(b=tB4pw z%DpBPrpa>dbJy`d?+T>8?qV2R*2r;1=vj6CnK)5C8v?!UB!~50;lGLHT6duC6o7fy zbyRN%c)ExJoTw`F}=ZkXpG-=L2a_zS|)XXY|dK&n8iHSs<{4dr!9Ejk~q0Rs7g zv(Xa4REYeWt%eMHw~?v{4KaScxEDUOrfDUw3Nyd%=D+@1m$p-_YF5jDU#^knY>@qn z#$#crso_@GnYy(xR+9{GwExAwkaHgwjrm5IP1dS@CHb|(Vg&xNQHwD6RH|Mv&6VRk>Lx_2Ui*!16JX?4mSsQaWy^4LSs zQAn1r>69my|7io{*dp{Iwz;qn6#~k%3)t|tRXR^qk1@lSQ4x;w-y{{m%9`Az=KlcA z%CB%8<#wBT@@=O+mI0&&#h%JS zJw+GKwEY3mk0GL~i}*9ojrqEHyJF{Yp|KP@rhLQQGCMZO%nv+CHV*_R@7}oZ!|$=z ztu`m{9+E=3(UcOv3DiT3@99M`WlLDd1fQ!ZfRGQa?|Zt3$h&QdW}4)OzC@Zt@6900 z13J&a0+Yz$mY6OknEUtjH+2xRa+$E3fHWEzM1}ECGfATHkdWILYvJ$zDw$X(e!xDI z)n<;g=}N!0`wDs;5oWwlMD01Ig~k#r{m2AlU3U^zrv44?3LQw7CB4&+bNx#6bKu`* zR=B{0QSZt}=Bh=i)q5emF~ZUc6o~N9e~gcf zrOC=>G8-0aM;yO};L-3h0!*hh1T!jhdL0vm!i<8Y z^aTQ$*vr1&S?&ahsJt;Ez#U+PGD)9}Tl;2Juv;DAQ*ULl8?T|4I3T;fGEtX?Lm9RL z6P!FHUFXV9Y~QKS&{ul6T3}x{|F`<#*OwQPxNp8b1I(Rmio5xww}|}Jkk9ouvK@*4 z&e8A6nd^l8Tt9Kp2SX1E=* z&sq?2cmrwpijFOA)^eD<#mSkda;-$w@4V!uqYL^E3ZnA(oy`G0H}`)6xn4|6ov zvHX&mL1>gsXk^B9KN#@UguuFb6h}w2@Oaadk&bRn!z>dkaZ)1XED9@A>M7DPnvo;J zrBs-Ocdhwy|0*LoQMS=>O}VILBw}V11TZbxdbS-~0VBZ=DC&J`C3B@kQN`C*P87gA z^xKqbf+MabqGQ?uBI`o;Y_e1*%pXLC+n~3K!x|}D5FP;@T4vr?Smd3*5eYjKo?W4v zZR9OEnJ&-B^?KgprdEJ)d?MS=BDYOjej(*EesM&R{cx-o^!w?UXwXA?$o3AGxjxwa z5ZCOGoCvq1Cb(25dEuxOy|O&b+dG2B_g+>~L)jnO2 zU)fwjS<~rV%ROUOb0-B~|7X|rkVW zj?z`2BJ9zfDn%os@&>~}l=aVyFd^3yTrG~DH3C#O};e46baU{OKuSuVhqz|}DaRS-_cb#kJ#da25 z-Z)_!bNDSDjjqg*acy8$)doADtrAu3Az~ui;e@+Vx1C+%lnm{vfnfbv_!F@C5Rf$K zL#({DVAvCS_sLG2i;?cd6rV|QbrIZE{2Q*oeh25!Zz}fZy3SusTxx=;1{NBEGtem} zdc&_W@S-C>t8K&1Pz~kbh*ONu& znu4`j3C2MW|Qv_&5!)zqJoz1bH??z`)@3T`=55VY5y_DR!pq4)Qz)+MG)%V$= zg8lW`o+P}ed%t5nN0LzgMb$0tCGr=RsN=H{_Dv!*70%tq(WCr7M-QbsJ^-=NK7$CL0$RF8;yYlpUPa8^j$jN%)+yaJ3=Nz8klXv$+Xfb1)P8 zrhM&U$wsfQ3wO0DQ8kLqN#EVE5Z%0q3RFQKOuqbW+A??CE_ZeEusx0*#*x`$6KJjF z^By0^$tGJ#4|tB~EW8wca*|==czza;;cIO7Y(lT6o(!Ieq%pb%A||x|95p93u`j*1 z&nVoAUDk7o&f>p6$Z`1c@xI(4=$GWtpU2JW(Umr2*3qSTQ{~1$R|$G}JtnQViJdob z*^k64=AmtbEg$VB?=oo$);(OgoI_T^9CW-1{MImmv(>p&U%I)P;#?w4n)LU)bg@wb zpW!QGqerHP-P<3gzO!#SU5kKbM9_+eg}50v`H-Cp_X2^{C&Ua}P%0=oc#9e@DU$!#3gYI^MEI7ihT z?|1KryG!F;FI^NB*y!nJ&a4Z&gm(A$sP!H1Rpkzq@TEFSEA*_85448y=F>=QsEUB! z&F@zVy9iiK($;=q$XxtI)k}@2W=IBC>LHMc~g$S1N~MQ$^j_v|!ONR041P zv6XK9krBD*FYLm`yKjg#VT<*y#^5vd&3k0_<98&@DvI{9DFtMxWi=8%QjWIadF`d! zsm+sO6#T|zYOv{`!)fGqU|yJ$#rn-$Y{8RW&jcCV6b*3)iCliz*7?>f>1LQrP1ig& z{bJB*d&zlS)Em~Zv+@F5zvfl7-dhp@+5AQ`YDhw5YY!N6-24x1=m9vF^O>L(nr5q^ zPB(Pt?Y^W6qwJt*qFXmue6fDjb=Y1ap`nA z@D1$(PO72^IPVjEk5oHCHJjMeRFy($#Hu~1dqNR5w90m7IPVE<;@iokmWEjA^(U&Q* z1LQk?ZNUHEo5BVd+5ur)PcB3^rZzg3g~c*-3EKsB({C7oj)g|Yvm{~YSVEV;b?oul z5D%wKQFK$nad(|C&w)+QWX9rIbW>_AET-B<&s;_bxY3e#7=N|#&3M0C^U-K8N-X+A z6on(>3PZre zAMSqbD8_bDF5nBfX&svqW}i^3c-Rcm#dKWvk25uP?5D|olV}DzPUJUp_}#!x!ptWX z_QHu&T_Vxr+)Ws<-#;;_o;Kubn|^kx7|_Bg{!J8*M%5u#%68Z zF%YayTNkSG=n@Mj>Gf_$RtBJ&I_Of^+fay`P=wJ!zEo6^1j)@z(gFha>e_znRDI0 zA8zyL@6yuW6Qg^~zCPy*KYmo+%@W`J?z)lTyo}uZ=Pw|pv*O~hu?$*;P<2K7bGYqN@7wV?v z*Dd93x{m?YBWI_TG1-e1W2L1p2VF|Vknp2n6(KWt`Aj>+mcQN8a!>WK_I|B=+9yEw z!h1^UW5t^Kk{!IWHz5VZnu4|9Q=* zl;I$rJogXBbRiGlea_|xC4i{Gk7tHLY-e3J9Db|WK90SGGpt8N*M3iHFs9`VNL${3 zgUvNE@T8)txH8>+w}$Mocq7&SZ)_MO&~4^HZmlbseAm}?s7hZ~bh_I(<7~ml|2!+_ z!ll#Cq2^?X1eeq9u8o2p@P>jgx$xT-yhqwz&2x9ta$s}$P(9Zmj=AImP?*Qd(R{u| zPCFv}OdBXpN|?-~(W}Krs}%MRz%aGgBVAVaUYOs67^0gzDp&MHCigrSRLHE$@=7N% zK1s?vLfSoZ(kWVTOzyGm6WM)~xm%NxojOnchs5aADRzY)hgN9LGLE2V5^MqLd6k_o zRx))pdigk3w(RI1!)#yH*=3)fje-72e2RPihVX3^xcIGl0$FWlp-fdxh>Gjn7loWb zcmIt1J5sqq6TZ_Quf~KoObX0#+_H{J2w;$cGwTQ9Rlmd(xn|0RL_w9vf7bRpwE3x; z(J55uWpg@~0qr57jWAdIr-jXWe*IhP^|eX2WBy@6epkvx*XH6u-3jI09) z^O^`sf^U?#x4USX(5_ zj+s__?wm)jdkoemzUQp9V(*AaDcjqtOFj%Lt!v-f%R-YJfJ==fk2TPoUMvXa_Gq@h zk+J7=LsjNT57um$x~1%&+xKYh#T&jsF7cQuZt?70VAG1=&*g~oDNFx9w}NH;XTH=) zHUaGDAgZ5Q=;F*#A0jTnr(>crFa?$lO~IO*)>JQmSlPam=v%;5<43!AZJL>jdpy-X%RR4MsVKj|wNwg?zP z!k0gnIF^Exr*!$ORazu743z@-@Iq>Y z`el~)=eKHC_P{_A(-y@9v3nlDJpZ)Cq%QoczKYs>q9OgJKe-nxx1WFqV?bIbRzJSBFJ)QT%~O{mwg8!nf2(* zdfDQT_>>VQP+K&vAac!^v7OAh1Y6mx;U06`q3i5w#mtuM-7op7H#xj{Illyd^e+6U z5XF2ss*B943f@EW1gdfQ6~-nOx#*`kpYH$J+m+77RYulX$yn)2TD%EL*;0A)ubv}* z&vU(R{^P%-=qf+yp~;~vdL9W+ZbZCL>)pP4)aUy`J(9I%uJvLUef?vCG=e`1Jlb*3 zi`Mccy=?Wk`0Vr+WsNVQgf@EbD|%F_G+E(T)9I4)86m|NYks(wYw2!??8^%v@1Tddtjx&XR*!0LkQZdZ-9R#4TicJ^JdL;_pSlWJdZX9z z&OC+yO40r<*|0W8Co;kGKF`$WRZ3>}DJ&`6G^5@fG;RE57M-nnPeM(XkMC=~!=78k z7Ph7$eCoRjJ7yv;^=WMC12xZ<9IF|Tx=5BA1Nw>R|J_{h?fO0+|K-Xu_@&U<-EjDA zEax~!;q`o9H?B!B?wJT?^FpVpsZ7Yq#^|lX<7sMqd3eyBHE;LbH)2HDh4W9MZl*1- zNHk&8w#F-XJZ1;`Ku~J0txCIcZo_GZa;`7gdQs{{Ws7nz+p8K5fL=r98Y%52IVY}3 z{OyM`4m0yY-lyGLgK48MCb%0*jbR@nG3Sn;{2t;~Kt(fFM4_eqhrgVlY*^49%4Aal z)J=YiK1XcdP2{CdV$GMZk9)}zegRzsKAU7nzg69^`UJ?C&j+f7qg^9}-+x)Xi&^Gw zHanvk1v50(yKb|8!edpdYyPn2Bb;!g)J?Hk0Ye9c0*ZJalcEYndhgYdk!H%n`9DxM!zrZj7L!>dq+^; z5uwreF9mLwey@(VL^FHD#a#|N-|gk}wVz=#p4RSY4}_a0z>i+SWt?(q<)5vq1q&43 zj=jnka*6qD$B~{tDO$eATogdH$9x-$*-?n$!q!8E1(JQ%Ra2C?z-G7BPJVsGdGEF@ zAfjQ@i5##>+DE!&(9u?mr_Wp^NB!(x-&5-k%SUPaWM36AEos%LwJI)(YQrauDw}lE={@tikE`JQ8DzZJb%d z^7FH14uvg8-}Hn@h#6MFZeg8U#QyFd@!G{0z-cI5g_D$}GaZ#D9)J3AAKkRO0B_xg znv0r+6JMk+)T8VFD7p%uIGQC4M}P!=Ai*U-f(8ig?(XjH?sj+x5FCPg@Zj!nxH|-w zJ2>19cX{`!roP&(-RYU_>Fw^F?dh2kEIzmpA$<+0@nvlzX?g8rh#a+kmpgvUa4z5! z@a=qKolPH9m%i~WA-?&JrRIa9v0|xKDeA*I-Fcu;3;Ht>Gq>&WjGzN1o}+NH5cKpN znRedf{9~JGJixzdK+ruvJel)gSKFaRqWZ|>j#=~Fh~At9v3}@CrufWnLYO{g@6``i?)X3utymRi6t;&ksj2X=;D`5FB{&rAJPGiu zu=4@!96gcsTaRhMc|Jn7tosfus?BhR_ZmwLgdV$&?{^$E-pk5PX5|Kmjh5Fli^_G9dxQV!wmA+NA@!&V0KG zunaPB#RY#wrVNiDqEk75h(4hVpsVK3j%QO1K>Lui{hhwh*r!|UFs9v@b(X#x4(S2i zfC{u_jh<=%CfA!r_ZH-~*e9pxh2WmDSct!GEVU{`mp?u8WxoI0ack6rR)y8-QTt95Z?V7Ul0 z-T~tvmOOHJ=@7Uo{yZkQL|b31-G5V9HfE|i@xowJtpENlExL4GV35yneT zKxLPLs9=vmT}rK4a; zh`3e=0qnu~YU`Txg?a5F`5yK7-)Qt03BJ(~3le-gPV;>XLivLWUc0Mwi6waY}BaD%GQ3}_d02NczbUXZZplBen-aB-@_ zu^4EGeX$r?bC(`a@Y1VibMj*+Ni-j@n z=}CU8*Y`>bG5a>hlLn5P?efTbvKQN!+^R+a>l^fi-A|@rbG+BJW(AT;9u~w?VQ5{b zasPDJk-V|;i(})T8aWRm6--=dDyFetpDbw3HA?EHl&@NgGkRX=uP$Y~P%5OJO#lMM z$oPMI#P!yMzYj7~?al>I2CNsti3jA19iABeO}8QadXr>hAy@!m-T2%oqaQ?0>$w10 zGgDJmlYYg>qwu7>nLBDzc$^yd&9rU=HHcY;V-^`q%lTLWI_0vAwe61w-05qjqJoT& z7mvm&;{8M|uUiBPRQUMGR23R;g$vSc{`qP2@)_+DG+lHV>4zH6Eke?oIPdWsN!R{V zb=6!xc9vAN)z}}OO4SQl5*>F&meM6S9kdy&R)F#|FS1q*+I97fUkj_4onDJDnS~_(bozgr}go z5^3p(kguSx=|a)fBtQZ=a9*n%+_bQZb=zXk9Xa_2h07wK4C%QH5LD(uO3BKNNue54 zk<79uT&+SOPp)ktrt{WHk<=46jHgh8^jSRwYN1<>ls%JLo5Xf7*lb>%PQJ$;qn1J=J{&l>n6ymlYMC6H5V+L5(IK@6EBFut#=QBy_G91Y z7G3E8#=jqFp2D zA+9-$A_VgOM2GZSP9M(kR$Gpp5DoAla&({w$u+bCxC9(qnqH6RX?)8mr^UmmT2ZE_ zA(qe6n8{jdi%0&}h!DUiB8)x*2K-lxfaDu6RNMf*I23VhubT?>$^7kMQX5v5_WPB4 zz-&Mq2T~y;JpZ`Kg3e+PMXP@L-mv@MaBL&Xqj{d%H_|tCxT$C?h09l%G995Mt5a!p zGeRL_524t!+LMN(PE;ImVdR zgi<^?>%RG@NUZ}~I2$(S(TJ^UVcEHe9FqtF_&xTBV~s-3YAEM!C{N)v76>G4!P@M> zOKdS z33sO-$)}STMV0{)BhLvY0@^f$)9M~j-*ReD4miPSKog(6n#Mi{x%K}qRG>QFxfI{I z72n$4F|-;!U^%ID$x2&ngA(@t;819n@uOufgyegrb9WM^0_{~da;qxIIII-uP0{+L zIs7d!9n(J<(?LG|?o@d$M7imn^sq+(y~82dKRWBXlmG)FXa%rdP&ME3`%&hi#rF8* zv>h%P9sPX=`;6M(a+t>9gNFzQj5jxAZ@q1Y+s}@UxfNBD-ibF#`fq2=2zTesKFn{5 zjZLk}`Z%zb+M5T&Xs5L-(*Z2K2_F!$jtL^!+}K4e?wbwDdAig0BPhNeVZc5+TJiiX z5nS^;u}4J?{j|mv$o*7vg+tUsxw`uNx0y@0BsQ(I(e;Ugyh5Hm*pjHn&2b%^gD8-M zSUFy~`^q1284gwLR5-01I6g{H`9&N5(W{~wD?kqW3eVZ^4<3{6m`2_)O}uNj92$1_ z&Monzsa?eGp4ml?{!}9$Y}|-&JW8D31+%1k#bZ-GT+|9!ufUgjTW)|qic7Isfu(U7 z-016;K{z)apZT_|Ifbl}hK4&$5jX!W{+RSXeThf*83%M$O(yD7ZC;V)?ir4k4X(m; zCwv$(7#MqkI0JW(=s-gNe;e8Fi?1Vn2jqHXDtrWgYVU z0KmUIB`5;85XPXNo=#^FA;l!p^ z;QgD93fd3f!4{2;=l@d$MU~~ZL{w~8=ANKRE3v8*lya}v9tHgSew$OJ8_XDe${JWd zz+7PW+jc-$f8su224XusbE$(lQ!H-O!!TA+}Q{g0)VF0z-l&a;EIXWL2;k zvIc`m;&!E$R1lOH?&9edrrVqv!2#ln%w_LiRj-d2fj80&*w;fW#p9VC8*)c~^#kGA z*m7P{5uCT8%eG2+qY(5fO|xu&t{~di3(?a0(}XvYv~6vPzJ4_=%lR zd2W$7PoIH3wl!xVW=%f?Q|nJ5UaLe@Hxo{J2|sXV*w7Ac`m5ny%#A&q=ZtWOeX+-z zfD99`vxj7{g^V{o=T!FW>b-$9^{=e23M1DZV5Av6Idd0-0%YFaB^P2K#eG88kcAk2 z{SYRtKNWZfG=s+ZHydYKJ(kGT$=g63qL(n{Z^=_p1aRL1gBk8!^Bb$o%%fe`1G=h2 z$g3RDszi(#W~R}uTL4IvJt7P&zuqtxho(L3T51+dr!{C1R7M zAQ(F$OX-KO>iG`IU0CE0m1YH9yF#mCUOPSEE|N`-SwRyJ4yp}GqIH}gEyY@Z6N8Ew zvRqa0@Ys&2k-Y(#mKEoCKg}g?Or_@T;yvhf-h%R0ck-T?fn^l!zDgtv_sx>6mVtMZ z`NkEIp-}i(GHk95CJEQ#qtS2$xJQ6@qGT2DWWUYMK=fWOBmpnIa?(7$7$I6sr#s-s z8|@ik$-Q$@ zW^43nRQMW}7-;ma;6Qx5#E@9#O!XJlthCr5=alO7Z|z}rO>q}&K00@E0#ThC(7nKmqCmhC z=6}}iS1WzKhv{Pfrl@hQBua+;jJIeMMN1aj60*A9KfmYJwfSsz>W;z95C69flAa-N zSVZ%q)q318wf<#i!k4kVE8$$*C$F(u21YTPQz!mUA##3f>#Q32Y+{26{n-p#{gA+? z>!-B5Ps~qRmn-y;jc2y}?p4;L6tU{pyn|H)FMSbPC8v|P;B?f0y}a(mb<+1fFNyc0 zfPZ}13!ObHP|dLN(3`t(BqO)UX#O2WmpzFB)4X94x)JyAb+UM7mbx#~hZhfJ#}6{1 zOe|6RSD>+K*Y}s;BkhdC`N{-;iF&4}{N&@2^;QAt-R*KG@^{JKIJ0fAkqI%!HGU(Il!scIfZ&H~Mcb_j#@qKHd z*VyrC*EnZ@(1h}$67{JMHFVc(&6D!FLC)g~QQ;nDhlvSuZ*mo z7WcG$KoYuP<{?YlNNpsh_cr|ufPD8w9wKX?s1Nbn{=pGvyi-05=pL9{yJ^*l0DmO- z>)M$SBpd?Xt_HjdRO}l!b%>YSw9?i@0Th+JY(}2V+40p$7M%S}Gfl?gV(3!md>PUWFi>LGVG=wa1J5m-cKcgivqsU|B?~DKv z7k!DpIrosF8d(!tQu1)+1$u8ZG06qX2j=?B3n+2??ayW>MjC+xT;X=s!Zyo7G27E+ zc)cfXcs*%udct`^!Zkvl-{w^Q%6nFI0sg-A=@X3qBCCO#_bflCDK}Ss=;m(5x3&=#K=2-M>eIHg-kZAh-t@O z44fR(=$6eeY9YRm`rs@V46X$@|9+`yUV4bfeM?Q5U4IG}vnBNv&-YaWYbZR_Z)%)# z9oBTl!E~Tk&haLH`St*Nid_5AO+1+cK0dw%QTM#hV$31?uHVztTl^*#X4n;f>7L#f&$GiG7dy#T=@#OyU;NwUbM2CeP6m;K&Izv*TiD ztjVRoYOv(C5O}U94_ph_ z@0+axfh^?b@PcCH+8?4u8evXPuA`fpsVU-lbcUS%i-=%BbLm%GXSX$Ln1+9I(Xpd* z)vMEdvhb7hX6FgbGoO$*F<>$14c%PsJD zQ@{mo@(J8cwpll90%f6tYs@~5>uFc*8x6&;4B$AY4fj5D`R*ed-+YU`9mjp1 z+fMGs;tDJ#XRUU&8E5@bkR-a6@>#04*$4xyYPs{c57RrK^=)&y+wMXCvUG_HcC{8> z@n-P)*y>r`t9`ouoba|&0R}ydrA#`t@ASRez4ZHeJ9QtOM%h12^EqEEx)N*%I?27! zR<~KCct1UiO9=>m=jpu3H^NZTs(2Zy8TAb~%8z;7ci^crJxQ@mQ-(c6z;0KtjO#70 z3;JH`GoTPf+C5korTy8XG}zIb?WxmnBUf-gjeN8F?-NKdrCAs--0>OYxiHua8Dz+v z>X_vMN%qz;=m{peLx<%zb2kIFHZbnM{QF~&KHl!l*TUm4%IerW1M6|Wqe0J`JFwg3 zWX1e#=c4Jf@{%Cm)5w7^=K8t8bnjSNm-o(Hhr{AnMb=qX2c*5G=2#H8ot=b3ZUo$L zq>~*_I|I6o+>Rvg3467+j5>C6k~H46kK=pacCEUvuW|Ng-PqMX&)ha@LMsRY>9R~Q z{i>E2q5D$?ua~(>%(popvovS{&5CgMbD{ac??LuLf-*o;!Q+ zdf#FPO2D~>&Eb;vTchh7WfcK=APA;^I@M9~RGQ)2;M97dvo_uF>N(j$3D#+!^o3s5 z1fA4=-TgW~^CTYE>$m6ubh`7_#>(7W>$;C53Dj-9_;fSn9JKLx;f zZ=XIN1=|cMCo#4m<$|XW>-{;9UcT#$-kD0_4NX1(Mp7T84@F6ODiWIi?a~rR{&g#Q zh99j9QTbET*>{Q#q=41(@J>M;fi^LvrDWtOGW``MEnzODZ#^x1N}(Ei{5b_EQxDiPEK%oSBjw@5T-RGDcGDs^jD}U#jvU~3hJr9 zl9HU&!WKa#{zEiKbwnS?MP2gv>K<2Q5a`TDM53`L!CbrTMi?@lJnIDOO-p zEyyw%IKnXyJNnK*b8|$*tL}?)r-|hkdcC;k$?6^GSB=h_t`ys^pNNHJXiXR<5aLnqtPb%& z`p*M(GcmwM;c(YB2xkI2~phXL{! zDz$X_#aDMi&SUYt+9RR37SQxw*8_Py@BJv&%CnZn5$1d8C<0g6ri7WJ@hfiL9CS%p zH;$m#Q-in#%irpWK|I{6_~|EoHNRQf1kN3Z)qi<=?knkDd-7P}VcS6s{0tDo@iny! z4kN>nl7O0F&mc8pjb}{EcLyAtKMXXDcB;=YvBEk{FNcF68tu7g)&?X==~tm@-Xn%b z(OUeW@b0n&xs)?uTx2ebMkF1x9A@_rd8Tt1L&81NufDWbV>7sWH(GlJSC3e07XFRr zhG0C&*%q()9w_@we{30s-Zb9zG+EGX#W3@da8X#R!&Jc}Mh<2J$64ujsKZq~9~fNb z#$Hm7HYSz{V^7!cGQDA5VS8mO1?iWhE7g!D8j*TNp>1U@1T~N4478%vZMNxXwGckO zY=+5?RcetF(kuemvtNY+og0^7Oc#%o`7SIHQ!Sl|?{D-!>Rz(CSGAm&bFtSvrn~c# zH|TCn#;=?_3t_=24 zm6=&noo-uGy(+H|jjnKDl%D7mA@~Vff;*fgpVZj+LD(ki+VUX!e+`4Rmu+p3f=BZs5G9L0`YDPkB~=<(Y>%J#bE z)`8;4fu*9gk#?e})Fe$7iO#F~7nGE?bJ_6MD*k?-1ou1O!%1g})U#8`|3eR|GOQk) z)JYOdk=PtXQe$UNTIKT_foE#pVof`6GnX3Vd!>otE6UGFx&E}p=I{o{`J^a78WbSz zeepW6OrUF@yr11EEQz8FTp~?~_#`GxM9{G48q$vR=$e=RLm`}s_YnSIa`&b-ngdsl zQ*_6@+j6i2iA(k5!M1$ko!pt4Mr#hmQ<9Ka%@F>6=~NQP5nX>hEJbK~<)0;fwR_$k zkgJ}-P_^`~4RdtGgZay5Q#1@ye)TubqJ7sEWM#p0DJb-6^u8Q(#ORRzTeoF&O=)Pu za$HvKp`1ZU1bYMC-vDK|kn7W7OSQwGe*{U#Sm;r%{#+Y6*@{mzp(I`;uKi4LrWrpk zDD(}sF9X__v2ZoD254HzH156+<1fWeG!gATXmJJ0u*rXO);nUr^z9!^b}dON*j2_q?#KR>Oo!%Ha;s`z_T>qZlLxa-Ww_#vEZl)INj_w~R z^fkZ%%WguBxi#PKKVS>S+NV#YGyaq~{0^f1&Uoc8k*kI$yH-1!Mu8JN%={2UFujKI zjl&V${_*YKXlmW*8_yd@fuB>P4*cZbn9AaS(V>=>pPV_^MuTJaCkfVKTC0AptxW9C zpE`=5_C>D*%NO0tJI266JaOeJpx$W3vse6Kdxl+-th?m5IX}i7L}*D|+AzM=BIY=X z5Rl9)pm;POYA*+$ahZdk4O#CrA5PXSk*XUJ1!ahep8E_B&S2>sGvZ)6j_D!BC_3^B z=hg9{^{`yUB@^rUp=*c7e;A7bb z)mW9olho^)eLum1SwdXfaZqz>FY5(kMb!~l^zB!B;PYfX!%8L=uEU#1ZyeTg6V)Sa zn6NJ=+NC{iW0mR*NJ?~=7&&dB*3(d+=y|xAPG+V0Pp=oUVhckZi0Z(Da=dpYKfvhz@E`GLj{`f7c=J40>=^K0jE&q4dmW~@wo>(YiFQjN} zhQ)2)?7Qf$8)ZL#WMd&Fi;;AZp{)#mXA=J$cd8e@GQ*BN zl0RY%|L1sPkKi1CA}AELIs%P0vZxpCliE8x=U_tmsz)sp&wcWr=HrVJFcs>tcMnis zH_hY!7>mo}US@1Xacu9OaN(x=xrJv0l<|i*^!Qn_|4hxTi0l?0_nmm+4}kK?U*6PP zxj{dIybkI zd)Z!@Q}5(vCu2t>DSP{ELK2oml$ZuYsG~?7M!E^oI@ceG)%X;-~KrNS8jC6@@N0Bg$_shXwR_2$3N4dT@AW?9Au|uMFbeY_& za_)Ix_at{{#%P^HSvML- z?dV5Y8gl+mP$>M2O7NBBqW7#3(cPiPfW(F1X^qnyru{6|(XZ}}qn zM~5f)n2f}wMl0{h?(qC>4YJyyZQM-BdL4{Wt@|XgLRO22wHo}uWr7HgWBfS~m@4K> zvlB-0R3Vo17^JzglYU$ABf>LGe+2zb<}{2wTTPIDYZx0M$pvvGIsb{F0}ltNb0vQ65Jc7Wdv-KNYPE9K?yQZJ=fm#fxaP51! zK|OeFe$WaM@2*SINJ}yN&5__<`f&DJEtMybF5|^}Xf(1>lEN{JIYIgCC3@%(|8sj8!u_!a|GrWhLda>rvZEF%LlRn#|Z)GX(7#-_696LKLgKFn(RW~Eo>*I^R z+mb-fiafS|mp#k2x4-pzef|!9Yp^5aMnE7*x7!|e;HASB{AsDXllFh zXxOJ}zItr-QtWs^W!R1=9Shz;aSD-~KRhB7w5xbkU}JS+N^?kSyg5eeE*Z&?9@a&a{=PGj0oY=(w;Hud zJHOD>P^u8dY(3?!vu}1&l?>(B$l^QeW&J%2KcwQAecoyn!Ks4FF%gY_Z#)%2%y$yb z>5jHJxpHRo&?1K7q)Pg0?7^{boVH(%p{`nc{Bi6b+L*uK6aD7dzD6!ds7OCF`4FD7 zv#{)9kWX7>{Mp)(eU2bbvrsZxU_T$~FvTC3ZL3;$IYZG%hyGaB8}Rsn=7Ag=GkhIK zm;d9u^enzF?Q%6}{)1L&ndvPy#Z%tF4KAv<(trHDj~?k)N?*NydZ_+Xs=ezNAK8o! zn-c2XKUEnqp2SY_3#mJQH@|bVb^9di^3w){?Z?3OmSX}AU1O?E6qA0h(hrpg86*^P z`7w#U1D1WQ*_1`DmZSxVt!7IZlUKaG3@f)PNf;47ZtPq85j^Xm3)%B9wXKj*y|DP4{-4u-y!>jiC4 zj{m4af1Kp)yy^^_ytC^5=%jk}K%BRmqcuz%bnJlL#m;f`!~OX6esb=~Uai{c!b)+U z-1v%-?=DyIsT|*-jF;DQsh9#h5cOyJN|?wyC(>~#$iZr@x~1r{(~zp{lAQy?XMP zXb7Xk5B9;+=}}L&c~LXkgQAS=UKNnLP8+k>B3esBk(-&2m@NG+?B+UL#?cLU%V$CL zKAP41)!PC1gm3k)xW#oAMt~}N3a_?zM&=RIpvz3iR??<5rxvJvf(6YI7k~D%5LT*^ z)Zs`El7}e)&)` z*j$xDMBuv?6oUKr!^~85O=CmF1p(%1;5pe){|q!^DlxwfLCNAPm1EqLDRr^F)eLzB zBjl1L8VxVi?Pm*gsF-95fj`0OypA;IwOY(^;68h8H#&biD#3=B)8_VdsMR>$Fs z$z354}ZRw&HBGd2X#r4oPt263$_T3O3e_wGWr)3ilCq~ z3^|DDx_)Bd*}5IO8Cx328R=ENamYdB|B=G6yS%C8bB!d*^d;9A$A9l-em6T&5}R>B z%w@eUBQfs(;WJYv_F*if_{v~s#2XyLmSY>C1PQ5YqEitMlxm((K21KRh!4z>83_!; zH(E1cti&GS3`qWtG}5r%vB=#inKFJ6oFQMuAOHPlJ>gKBp8W$iO(m9qt*5o!RUp@b zv%pO38`;iRKpptC+Yl8CkoCGG$8`>NTbQ(q@{`*K!sYOvtmI-l!$oDi{d! ziH6W4rF^QPHMKGfux+gDpaF^hd^-8$g9bMJ@HvI$qRqXn$eGCju$NQ#qe5xOYJ0kg zjJ`MD2o(W1+Ed^rLp6Z}KEi2g@1Ko9#OTk6L0H1`h0oVR zKnEH!y+aJ`hFs>jy@Su7u3WiedL0L^9N(XpV?Qc{)Z!;ckT#OG1!y;VXRC<+J)Y?A zENUOdaJ4ozvh7>}fyn7j3j|yx>@uF;G64hm6G~aLxnYk;e`EMRZMpM9S5|KO#jWa& z9_gzZ(y8b3hp0Yz++`H0VJbt;J}-IgmbLbAL_P)KSc5!&zMyTT8<|-@R{dUy`nK^S z=5DQYzGCe762?vSIeYucM{sJhE8?O)O(QkMw;y;zPKLdNO>sA&uK2Z^n}t;`7j`0U zu#m7W7Vy3z6 zq-*Mb)#0xg4vv53NRJ~?=r=~+KlbwmgbY(m>0+TtHd6UR)s zfVI&ZQpyEx^*$}5ppYE3PRTw}s&&=A9BLpF9Vpn`w>rg}ufW-8u+6K1d6>Th!{>CN3yRKlt+{*y|=v2QQD<;;?QyQ1wS&sX8+ zuhWKxX!eit412O68=YP6l+s+-ocAB0=^QEdFI4V|vMir5l{~dj1SWj+D#3|kzsuPSp)~ z?$``@M6^71#J-t@ zBI3Md0G}%+W3X_tJW0;8FzyYbXhA$5CSNk>i#<8ii+ztQ%S!z1Qi-nyA0lEOwsD0X zwE7MTo$=E8-gnAI1%*Njxe8xW$zVz6E!eN~RzpE6!QHap2E^fFAJge3UU|!AQ(gMv zHg5T1-*}6%lIOBXjqF-PTF+a9B5|6P5Q~o4T!zG;Vc*H+&)<)_LgFo(bK);w1P(bI zO8as?nu)WgOnI(lveGI15W<-(m74q)ip4L$fDvBq?ne8|JAkI?VSkRB_sbx8^0{|s zWr2#i|7O{>#E-P9&NexyrEqvXn0LiF|3q7v3<``ii!!W7FKB-m;3XsiItd$!yh<|L zm))**RW8)My}>MFSF&S>mby3(y<^DlC6 z-Q%y^O)WT8ulnC3wcpfzVM1oAz07|q7utiJhnP+5wLi?pl)4qa*Y8}VQS(W+P#|Mh zmPxT`c)6d}qIk7>4X9+2R==?Ro55U~CA71M zu)l5JFo>^AB(-rs%}j6_fAwOdu501mwm58C&G zeoTwiknj966PO$=NKvFJr@@1mI;X*tn9HZZ@M~)!?x(@?nAz5-ddneKr&8m}f=+aU z#$UG3sr?g4N9vH;y#Az++BjNsXfMMhH&n5hqj^;$)4NnrGMCiG9QE?FXVB|U6{(Fi z>grkurq`cB!B@q&bJDn;;Z{^PL8r3*o3`p;GVgy|NzeaDnNYDF8W-+P&^!GH4m-HO z;}b~jR*vsDJQtyRgO@M=FF{0UZto4IyaR#jsu83AE$Kwi%EQh5>#yV>wCOyPfm&5b zEZ=so-HOT?VSA_p_g5)%KI04=SH$lGoJeD%q&T#^)r)l`%xnL>R$=>`#TRFc57+ic zMAUU-w(R0d1J`vUI%E!O66TD1=d-*`HJXWABH5<(>x8WKJ2crbGKIck5SJX6Vk(J4 zl(0eB(0AZqw6Lp4cvi6(D+O_(Ii&TiNFyWYhwZKw*9wdf=lxO~!1NYhHeh=Hl<}O> zUm*MO1rO0}RFc}X+|BJOGzkt2>-pKXpaTwT$>3~JDfg?4==E(A9$Mn+>phxswZ9f_ zx`Cq>w&;b-_OJoVe4_q#tuN@2Biw4`SKmN|_&zZl`^j?ddUUV|fZu)gms;&UM5fbE zKG-mG=IIQ9()dE%!c69F=G>)iiRlI7^$qJsL!z5UkIAl^4R0*6l*V(pPQt;vXej8*asYBpJ(p0i1XvOIL-)@E?us~H>URNUrL*Vjf*0m zQ4}*L&v~cKDJRcK7hfm&JR%b*r~}!IzgGVzHU6;Dc3!U`7PenU`QNION1u7$vw-#R z)e5iJ%0o;VK8N+Wt_q~hKwSjV@$lc*bHSaguF1hfrz^TaMVdjPGxdr?8W<4=?o2O1PGHT`lAOY#|N(w$C*2Fwa|M>aS5~ zDS^Tn^vKey;=iQ_&m7XH9!H7|lDd)v$?$jUokFvll3PIzK+h7Z=MY^=Q$L7#a%3Jr4RgW=4k9>wO`+mQU#Km-tZ8v_E9-y73N z4<^Z$Hg#;s`Bg^9mg;nDjQMBc1*@Mn3G!b!Y1|R~3>eJvkxqNQ+_rKJi=o;p+s8k)_yAT!Oy_nJipkhr=M(TQRnXxW^&zd zQ`*l!MMo^!)eyJWkxbjmd*3%!nlz`reaw)Y&rc^(57lI_#B)wB_FN0pXRkkfnD2^w zzJgEF`*%77-8C|;b>i&C_D5AeHL5>USL}(`iK4G;ttuv@{2BEk{=vvg-{tE=Oh{zn{UCdA|2@2>%LHj}$$p@KkaiUY8mlnAR+xGfcL0rgN~dYIH+(+Zs0{ z23z1scv^;L-qpSDGF}@Nf{(NsHjwf(8_RBO_2D@&%mcV*5@Ohz3)BBZk@-8sM#W3( zI$_|C!1t}NBAj5wy%mk`+j>utM*r15;B*n1JkbJKdo~GyKNU#x-m}8P*k7Mi9p7Hk zo8OEEUcEN%4xNg+^2!O2cABirf|;r^2u(!nQ>;kW^imr7!I_bWWN!om2zy~E4p{Gx zEmp}Out@*9t!OQry50_Tp(_b3)T#bJB#qx$w6bx=(`DHup z%hWiV`Fap?UKH|)>MTnYzp$qF6QZY}j~0V~5Omg5{Iw8jxKypuiRCpSDZ@pF1^=;; zRA-EAX;tTdjlVWqu)3;l#=0@C{fA(67yRh7M-I;1K{0JxcCg)T>)DgqPa$j6#oFN} z3jD`TQk`+Kr9GVkbT1Q9KLdXAeCE}Vn-f>k$S_b*9TRiIu;)J0r$@9zL3m44_>bj7 z?VUqpOW`^P#}fGP;k(s2po#VL4Hc|Ls+-~FT(o5OGiU%|=fBPBq_r$V^$5`evMO0l zT&rTkK!tToF!a<3ECi+Mm+|tIg|XuzpP>z+Xl$nAB>}FQ@lH|Mq(0 z?;9qk)^q14lYR;}H`Jy&YWka@3Q-HJzIouf9AOZ zcRZ7+5S?=TR9xOU8)MoKvKhxL0>J^`X7^Q1O%X$SW9!Ecv9w`#OV3Y|IlqMUf^ z`&YIl>1v*lmN6t~LQh9SckT)7fb85_`RC7H?bZ_xJ91Mm(jwfGnpHFxK8`4!*m<9t zd$j>=H_=%U?**d3vVyVS?6ywAti#_h{a#X#ktJEzV&+GQJWu$lx zznx>;VC0kRzIl-(iElKp;vE5v607%fW_L=mN~S&B<`v7{+@kRg^-dHX0fwK^qUjlw zW(m9w77d&;UAvxR&L2`#>rM0V4F;)uO|T7~f;MA0qANe?~Kt@1$pXM`I21*$g$18Yt@p`9*p^iTUh= z`dW)5eJTQGX}IOfTgstNOLF|o;IVFM^j>|00oX ztqU#An3XJcy=wn!Q}9x9Ra%BL;)0M-w2t{F1IgwL0T=ZTA3`)zEgwP_^dGEg>2kBs zP=i>z#(w*b54)3l4Ke!|AsZ9Y8RX*}t+z>XR6f^A)YN(R{0`=Lh`{86K)@Fq{kqk~ z+tleDq@6NEy3oZf33RSTvMKg+w%_o(f?spA^M(C%qK`%Qlz%po{&BZ=y!x;Wr?;lJ z*-@A!2fc+iIsvCwdaQl=w$()nzdeCLgP40OY5;bc4(Uqc36>}AvBdl{FWh-|39qz^ zmNInOO5xgll>WyU?_hIn1<}J5!8!YBTUq+_%86$cGFL2(#gXGXndPnZ)UnxIpY*g) zAU)kN$okgHn}KEE|FVVXT{E4>?y$-bLGrdG;Ijekvaj|#+43$4s67p37QQAuTy{P^ z>$FUp?qqct+=byT8eZD0+*6JsNjn~K4y}}~9_g(5PCqVH8xs@a-uq5v5=pyEtwvv_ zPLs1$KnI04-AxaklCiX=H`zf~<++~9I^8MC6~jzV6vefN3%)_GcUHr%7`6dXLON+# z{N9sX<73L096;6=N8R|VvCCP-2tLL_zXip$OQ)RQgNCFRep>Ck6ITU7uV|<jHMgYrcXKznDmuVXT}k)y$}MhlZ$5%uRRf7K8w7)vm}QgpzsBYS_CSq z+6bTsO1%oK0B%mQO|qV zMi?E9gU`Bj{K#7N)ii+NxlzuTd* z4NpKyS6Jn0wv3L(*ly2J?+5)|;%yQ*xO1!M{vfEidWBcbz*kio)f=L=EtZqcodzre z->NM04-!QF9%*_SDW~XFzeC#OQYF7xJ&S%EnJk<5*wkmJsEHug zIhDYzaIai5Omv&76;27FGYY!d%cWm%2HL6e-MlmKTM~-)4C?dtvJPdA`UYq&*ok#q7I7Dlc)xXuAga{$*nfEygZbi#o+0588$(iw6Ge5Jt4 zvl!QTgpc;A?np&(S%>z;9jiL>-EDDMyGx5ZR<(;Ac9e39q67y;`TXuQom243PA}P| zr2JAc`0ITRHGDYQFJ;KWedCtObFw@K zm%0O_d+GRlr@M4=r7!GtR#Zm4RW(CYI?f)vJRP(6_^1!pyeIY`?ZNs~6T@-lv#*%J z-jHUjHy!_PEjBlwV)p*e8PDE5_-*flNl*(o)b59I-rxusGL&RT=-y0C=A4z3Bk7#v^6NZLG?6jc~|9wkZrQX)9 zQd`bsm2&1d+jMir-ZQy~Y1T)In70e@KBvz9ay}0eSXjNTEn+7nFZ1|U_%HEIyPf}C zTSq=mBF6zAj=`%8hh1|1JAXgD*x0^#V{8lOb`x5@I zgg=mQjr^S?{E>vWNqD=2KbG((68==eJ0$#>gghpYI~0qk-BUpe5~Ye;`2mVP%+zjL^XJr3Y&ZL<5u0oVK$`t(azi1d4T`t%Vh z_BnuW9l&=ExV9S7?~JA2&(rrDq2hZ7@Ph;R(E-6;=?h1yIPL&WIDnH5xMr==r@wENNKe)@l78Aq zR^Oy-AUPYZ^@j9YV(C+O`qd*6gkK>ci>K{i~A zR_oKRUMZ^F|L7{$t;o((k3hHLh7`tuey8J+A$+&^FmXK6_j<){4-Jvw^nk zam|l~w#x?Ev&XeM7TO^j=*S+|mRRT|*}$djaqT9dj}mqpmt_N;_;cqFb`4Pux3n}U z(irqt4EloxJw$`5n^6JEpgw6(ATlT_8FX+Ax?D!p!&3@K6G})8t8~~~=BqMtDs*$F zOLuuT(4#UE4OURAV(u?ix|>+aQ;==MowI>qRL_BUx?~y;{9*%Yyz2{iyj8xy#4gzh z{ZYBY(R|`J*I(@MRpfYl72ZI^7YyX$uGP#w>;zYfKmHu^DR~9o`z6}nb{U&^f7`1& zlUPlt%k~NaKb^|s%%iWM9ZF@g3q5Y8!(J)gE5*;Q!z^}VWv|0z69PXZ z;RhsqkA$zT!>n~<<*CE`6zcIv9gfstXTAcTo67d}0$-HOtcS1iRs^RIPmIJqu$_}R zvSxQZkV_3vHD0CVxMw_TKasz2D(icCe5nqnq}J*IfH>97_eH(ooZNi3-=8zhJ1qrUCSR4(q+r4#;-SeDN%YCKg@gWi+DS-(SR4P-MHGz#KLAz(Nv5)UdX7X%- zzfU&y;cun*1Ig^vRN#Z$zE|LRDXh;2qUEBL)Twv0-09`th`OWaO&Tnt4oRIkb~hW# zd2VLr($CFyUxIG;I?OyrU{@XE+(_bycZR(D{Cxcm?LIf#P0e>3cWNS^lEOSF2&|^C z`sF#}VU84LODpiQIxLU4iGwIw64kUYb#$GdPix4oUSZcll(28myoA+BEnza1mMF*bb=bG5%`coMs&lrb%Xc!#IPZ}{HPh86>}9>I zri6VHF%OgOM?0df|53l%F-^f-94b+%c~eFyYwtvPVqc&3jF`7rDzb?rQ=`F zaAn8ur@oS``5L2mC>5^RZ|_0cCMp=}NtS1E>KmUA*eP?^8?6iz_ww!l8_~|VV`P6d zzL?3b5v`NProTj&TZpbREA7k#P`$E^M+fAec;9~RCQ{&jY3v#SQn>NEpRUKs3svm@9cjTe#t5!XTvf`R&kB75nQ1n#%4(PaS1=c zv8`{>D-loz=a(5&HmqyqvXD#|33Xr zqff}+E6+)%imrL$wuY{GP9|{diqwg$-!+`5(zMMdvS}~R>8TF5D}1HSfX7$S6`dxs zOD?E&y1TTTO@G4QwBHvYJfgSCT^jXQJA;8z^1X*mR4FTW@#WlQYy;Ld0%tW~&Y@~i z<{>YRiMd6dWhtx=eE(iLy|9AR-=TNaP)c2MP<@ry;!dOZ6anoa7mZ(Of}9jrH@M=GwJHG7cuNV42}Yg70pwyqaSj#}?5XRZ66X6e-7b3Z<6 z1@6h!cSh+PA?u%gM!heg%(`}wwW*cv+_nd4za`b? z-l9FPvFz?b;Hfh*erCk~OuQ-^J7YMpEN7ZT|Q)auUUR6=mqypM^B zU6N405F^pTod+kX#nNjSW9to2KjhRd*(aEm>WY$}AGk5ZW|tg(s3Wg_0zX@iZ9W8k zh92CymVUAaX>U?1{n2OE8|dM@lKfq$;Ywpe4bjmj*$C#i59`*aV|mc^79TQ)xR#a1;bh;8%5ajYJnr^CIt0*xN$ z(QR%{?rD~ z@C$|NvTuA#J{wU(xbrW8%ecEIfhTikZpFQ0&Bb=5c~0CIV66Au0k&mmeQ~QcIk^?? zstR8q&so1gqx0$Bg7N8sZx2zKnR8Qst*7e(?5dK|m23>TQW%?ms>|CZWRqI*Oyn_R>Z308(ny=)f~VRvwNd}Z`@!l-aw)G5d=bJ|;% zsVTgZ!sbprzEp?bOJUv;1m2p$dYQmvt9-r=&rV_ds=&9Uuy4{=^3vc7kQ;gkYY`}| zCQ=h3Q7QHXqCsG9kSVPS8cS1H&lI>qdPg9I9aT%cWB+a<#7(JvRq*&K5(owb?#}zM zz;*ds^tgqDFOhJO4xf|4`nACIQkXDI;B+azsTAK(dS9ayb}h778T{Yln)M^6hct3J z>F@|X_ly~rle>K~+cbVWnT?!JIWE<0B0brFmv18H?cIa4SE-lZva`5}Jky2opEiB+ z!YEH&Vqql9`u;F$0?`zC&H|^1KN04>nE&B3SD(w?R}JF=E8qWfx(l#;UyvyOy?jy> zSmE7TU?QKnScfeXyLNoH2Wk6~M6E>Z)%*@Nfh&`Y)UHip6T86cxHmh2-{;O+1l}&u z`;Ony};?oYzfd~eS8-Q=S%7HX}oL8_j{1`Ub4&z-kZ#rB7yIg@Z4l( z;UMt;$KHFuM^SZuz)Uw-fV`uSk?J9F=ynR{+I_tZQ6-mm>k zv&ONHO|^OC0U8-C84qwt#=eqC(X6mIYHzCSIj+q-*L zyI=0}_LilUr`$XAzW>pfzqZrDh+g^m2PnCqSjF`l9pE{%vCZ=DS_DlsTDJ&lF#f*3 zu$m3Mdli1KnAVJX>C>2?ShL1-miKj*`;D;~J$BWu{gusszv;aB zPfpgvv+;DJlk$+P81t!%2imstLn=(aVmf=)KkJ(|Wh&^YAohk!nhV^RLZ*~~74PcG|9Blx{7{IZ1 z7anH-#~Z*225_Q1#O4~nJOh|-01FJ@Bm+2E?ww))r;@3J0i13CXBfbla*sxb>Nd;~ z)$)LX!QWPMn3R^w2(X8`HlR>U^VUu%-3sq_K)WI^<1z3=6uPe*RivH^y^u=x;u|=;ibVj=(=>WZI5A}#N{!`b|-mzeXeV@KGs4~JBeh=?TpvjNl82TZB-?o zC$-NpyrZ0b43jx=0+Ut6JXiQMS&bELl;{qBM}>5icU6tv^gGF1oCC|%>O?*{IW?J@ zo^;dj8iUfT&x)(_SzEtXf>z?^vC@*yKr|;l^Xb`6PDg z`HKvIbv*wp({$}dn5OHD|1T5YY`7Q?Bju<_XVgmZTxZ^N&yggQhiWqQ#rA4>Jz1Su zv=bFueTsptj^}>%A$rpZt58y=cFG$J;6}rp7bd!b3Y<}@n#Zd%)fd9@NS`WB?Cq+=~XVLMyk@ z0AA9{y=(xlXysltfY-EguN%M{TDdn3;4Q7(+XnECR_9o1b*QqkSq>REJ$qu0K`@;8scrq)Ult=8OyI7gCPI!HV z+ez43g$KZkM~Y(MqOsc_Xzeg!#OI6Vee$1IZfd*F;P-mo^xNd3w^q)}#vXs~7@Zg2 zTo3u>fon#i*Kd!!`PkzfKL5CKw@J?}+V|JW=+x@s>GOAq?fBfJ9&Zo5{jK@KIxPMD z*w4qj*y!Kq-}e^}?X~E_fv5LBaKiANlIv8n9HOmt$rDVC;p8=c5x^I&W$>8zl1aZD^ZvmgDhKmBh~qM>03 zozy19rp6~Hvx$b$4l8>g?U<8dbwe6bndWpnO1=$46LpE~e(@R3-*MGh=dW{TY;z-7 z@K2;57-Pr^#rfrGX?Sv2s&?Y^M7FwqQmk%pBAXePjE}1wo1*^@sgI?Hq(|3Ih}Xqu zG>xHn8m^!541?i`WDWls5^Ksfr{f-wq4z(iKG6{GKSX5i!xJ-xWvXLM@f!IvDIH5@ z$Vo+Y2X(-hv13!&@$qzHGm9q=jHeT|GpRM|n*RA_$BdnnN{yz(0!{}yedhF{^J_Sz z=$aVICNi}%NvI!9S6iYfbh88V7Vtb#bE5B)%-y^p%4~(VYR~xR5$rpCmPG4tuP>)- zXPmW)g>mvmW>kQxr`!x2WeQKlM>+RFoPp$*%&n;m3cj?Jt{9>Qnezi|- zzu70Z-|dsz9|o)2Rib*I>BWANuf1_{7y%Oqnn1_|icFx53A8l}L3ex_R&}>Jh3mG{ z>K2;?r^*ryw>SCP_*25@U;J4#Jl)V;Y_VSPT|04Mp5M6FSHoL6_hlB&Ac!^ zo)^X!^TPOUUKl^j3*(o0Vf;QXjFS0bSo6c^Hb0DB^TXJAei(bq4`bi?VT_s|#^m{7 z{Cj>FRrABBn;%AMei*aohjHBeFix2t#)b34xY%yv%K2d|o*%|db{n_P5999nVcb7I zjHl*@@zVS--kBf9C-cMjaef%S1!1&X5Jvk2VRTv$MwbO)^j;7~{{>;}x*&{w7KAZu zK^S8fgmK7%Fk%bBn7Sa0<^^HQS`fzZ3&OZ|TTa$7RnBq>&lkKgYnWj^X6(kt(i8}V zjaKt!{HdgstxsgEriPf~R0%9OJ?t<;-_)=p@s85x3is0Rb{g)iVMDNb=ly*=Rump3 z>9rJ|AaxWTD`RoX9;MD4+cxO6I#D{z9n8WSXPAI#0+xyBlFL@1fip-Qk+OXY@g?j&rs1bD*{NcQuYN$qSG{kGUi9rLojeNcJQg3rMEjZH-l7AZ#Vy;Zc>GE*YN|Pdn`c6GMe;qjc80Z3i~z>LM|h^X7(4u_XIL)W>FK zvXn=heLw25^(0|^=UkSsesXTuG1^>nET5mp`qcWs?KG;mg-M|6d3?T9We=74G45#A z!Ig=AT4B@AXZ+1yYdENIqA@Qz;MJV$h2q(m6;IYBlJQD<|EBZ8IDp(Z2Xh21m7{#O z7kO(rp$*GZ;JP-`5y?hRyKxmtZVnRDND3Zt15w%D@^;YiOvcLA$C8$l{L&f|Js2oG zKkTg5-yg}sd^#<)bK!%FSbCuFVMV+uDm*X9Opn3~Lf-m!7x9Lw@M9W&R%`FYBF>ws z@TEm8=}~xjh@~3}C)=`#Zl)oX6-HNvgmUdFa3QMBz_z@rDIAwJdKr8QT`8xtytQtD zqp7v5>Gkm>MK7dDlB{!k3LSPq*kKNix`4IAs=eD~$5i+sk&ONE#~;UL*kCUc&la8{ zQBL^j7Vzi=>=C2tpP;q(lxTbvep>SK?tUuIB;r_$UHCUYeSdV>Evr!SRFS&6O!jew zzm++t@U1eB6khG~K4qbH|4SdQ0SdPlTM~s!#dbvDE`I(BH{Q#I`}^5$N8vww-u6z{ zp8t@~`~J%`e7yLfDZD_#b$%ZC3a2!DgodvXTNQ<$m9;|Qr~Tgd+dkmMPm#q?CV zreX>$aT&tnd)+{u?qb6n;~~Z)x~#4L|2&L+cqU z7*7_{L4^-?oCKne-n9xPqkQ@Qls=`^|5)3yk^9lJ?y;Bk3iX^JVq+0GoAFOFpS*J0 z=rXG0DAs$MKp(Tf=vSDCuBE$=ZAG{Hntx7(KViJuZv;|GqZc4{VT zV-w;{Y0q;iO(2n}avDu!s>s2}nOcdA6N9*_I^9s~iDO^_4XM=BDl+kKek9`*fp>uG zTLzkB%SCS~eN&aF$s}uIRheuoOMGjlu%7KH>-9vsrO9vynZR#n@HjrEJ&yy0&)4vd zTYB+M8s2kDK9Vb3xh3;#ollZ{!#*#r6D_^M^%|zgrzikM8e@jfnGrPZ&JeM#Xa z?S6F&csmz9T0{s6H)!Q^+WXzCz2D8+`*roP8MYe_aN*&~Nl@?z4ez17-vqI6b>j*R zyW1ZtHk59>jSEi{F^$60#P&?#IU1fTA{m9}X?VW4nkjsy=nxb>UBf4dE>hu>;qA|3 z#9rBr-S0a?yFWv_f0b~P3f~Ct`1nYB{=@Ln|8dbP=IN{5zXjg$eT|686#ln33MqV# z)<5@1dFPlw8-mrnHjzwZ@^ieq9_S*UKmkYnC@DUQbL*XlY-tXzBeb3I4 z8(ZPMWqnh4kl*`$gCy>O!ux6ENBVhQy74wHyubFoPsqBU@Y6nT|E&07`_g@#R z&cW5JKxAhUSGoU6xtNt{WR@+}Tvu<=0V`kT1E2R>R%y@rR>R+G_y?{2kJ^2|pXZFi z0g)%Tv3qQUG+ZLQx5DkU`_OPF?Ri^i&)Z5Xzm0~=wdWby{f-*$?Du|eHw_;hWGpAa zCP!r9xCqBAIWdkUX$ozvXI&fijJtUfA4lO+gWhp`rr^>?c>X^rr%{F1Xn25}0~J2a ziSHX-v3wOu-VI&Bam0Ne(q?veOgQ9c&h) zQBRB8oWk44OjP(P*o0hD`rfj@MS0pT1z-Risd^|$MPfs}0kwew}>9Pwee5UNW3ST5#iNZH% z_*ML z1Q|?5Ck`1oQZLZQBH3TOIi1L46ErSn%5k!_7O6ZLs>ECd%g&pK*sWKJImWMjJXRH^ z)hp~Q644betwKo$?TEFOF5W>gZ87Xm4pC+3uuWUu^z}p3@D>hHy4P^GA}=1H9S-zE z*M1rvsp0)KJW9i(H9SVcV>LWZ! zSL$a@NhfNms$IM?GXBra8coiFS z#In>yr8$mxv7P+wnhQHR<=#2AlkJ;hTY&-ccmEs^S2b;hluEXHJwZ1--Xh+j)WU@9jk`Ja$=~Pq3 z`CnCYGLcFi=Bj_V2^`_VRVHwx3&%`gL^{>nw{GRatDoT6DtbiJDR z3_^6ZG2WO;&#a15R9ugfR_V=QL~nX)6-th8tKNAE&0qQF{+1dN2FO46b$9tq9bh{R zVIwBmdMaGFMh*-LlQHC=))kGi)~lQ$14zx3j#pMTQ-07f(Ss?Bm?O|vN{T&&k$o-8 z@3W;W-3oW|@ph&dL5fG#5Kq&<6VGCx-z^*fPSx2$`~nn?%Qq=pE2)qat`o*Vwu9P4 zQlfaV?v*494HRhcyjwU}m#S9}6)l6`O$v%kztUQM3oCb2`Gk~Lc%~fg6jrH~6rL@I zABE>=^^X?(cZClX$1~e=hxC)ey?tJs6`{1kaSR&uJEHcb{S%` zqHsU4Pf&P}e2>Dr%VG3SD9e?Iwt-^s#Txopb*Ze?XGz#$wN$%%%Depac4@P&P9>`; z6DK_Zn7btGIF_kr3=jq3<|+i&E@6e>x+Oej#vR9fc%w5vqAOOdLdk6%)hygjT*VZg zEEZG>AE@DTG<>dx&l9{U2059sj%p@pc+zr?ug)|{HD@gn!BtF&*C&!Ss?M-hRmh2& zzDm~Dqi6mZcZvEtnX(eeil%g`j@%=yOgxrmK8p|f`SMS+VaB)B^36>(B+OIg?`gw~ zv(Dr{bR1jD93rBP%^ww+M2$5iPO{Zzc1R&DLCl)cTzBW~VP_{&ZSNqdBoy9GW|qPS ziDS0HH*4i@)XM)NVlsv4h~_T8gM_$Kc$Li5-F9b=?pr@|D4iB^qOqkSmQ(k?k^9m5 z)DY2#S5}h7!&w_8_+mjHk`nDWde3In^aUc8OPT<=f;fi^pBJZ0pveS|GJ&)SWK1Ay z0?j5c%><^KzzmaI@qt+;Fxv#?*gM(LCNRkdO!je`xHF7nOpX^8l)iN1W9{waI1@Nt zo^yf;oM-}bO<6tB4#GzFSsng&z@Bio%b|PNMJPd`pN`Yzi+4 zalb1(P^&*E#Jj!15aR@e+lnAT;T~dArtr=h-bKT^YxtTX?ni|eYxt%j9ybc#TErZH z!nbSp$vDGs;d?ZEUlDtlk)eWca@FZLd7wLcHZhE}{feA}Eh9L!QVC7u;)yk(?b+dd$#vGcn?-T7 zMv>W{!ZZ&`T=+^6;wZex!O=Uv|HoC$bAO;?kzbe2UFy>LUZx#|F4wSE*9vUCg5zL( zApS@Shh*|Ayn{@BH{QX8w~_nV`cz|6CY7wL96LPPqqvw%;WHexHhxrdVp^;rPKF6` zqOP=-Jiz*jTOSY`*y4$kq7x?d=virD)dPGyUi$zak5w5zqGzmM#qP%o>BmTm0~+VE zx+!6V1-wsYTRzt{`ft|<*?7OuqN*GHoEi*KML(iH6Ii`vk-NbS9^{t?^%0>jjh(9> z9C3OC-@g?}hz^D{04_J4RYr6CFr*UEp@(c2dnZoy_f3SS|(^|9g5 z%NZ4_j*3R1aP1Z>fm3)*F^}U+Q@lD6YvAtW!0Q=hp6s+5%f?lmkBXVM*jSw@#Cl3V zKt9AvF&0SVpZ|%(8E#Bun4T;aQwP5S!;=@wQHUdl=Ey$IVa-)rpBJ}gvP}uK`!>d! zs#5756bQVJHK%C~_gXgVWKPJN?DS}Id=lJ!_**fbXB3`Z%u-;5XB4xM?uO5eD8i6T zLk$}Gf8Rt+kDl(aGpv}$%0}9#iN|U-+Qv|6BQFsu%zHfggm>P)(9Sz9VkHu-P;iY3 zyO+pVQ&QP_(zH6wku77)J@@p42@MUY>G6DYhW1Z#!g1AZq{Q2ojsNn_k(4$ErfGOa z$JX3XlnItt<>xoJ%F59r$BdlhYNNWN_uH3tU|v@BTX#||cjvEL|0KKWsy73n%o-wVJm3I`gk(rlfz1P2hT$_WOnw>@HiflT>Q88(UD>4R46mW$I&c zY)NFQNPCvZRK*&m$7W`#*w!YNtgcU`$)LBw&3H~-%FI~9Qf9`~b%n>Kl4ONBcxE=P z{!WU|$c|1VD0D3ezYGE@M@gy012S zRif)MJ_xG&wbT!l7KSckrdD0=SqvPuj2UHSZhJa|w0;>gxXERFwxBb`*{kJDK|jv- z5wEYhL=CZB+OyWvIiysKm@sbg_#Vwk)xUChk?Y#kD!wWoLdTnBJWtf?Sr*Xt8UC$E zpgzNOK)Lsv)rAAf(*)iPc@HS=6VD`R&`pz_DCaF1#k#KLOi!++NvRZt4{+H2OaY{` zo-58lGQXl_banX9;n88jOj3lR(WGB>l&nL=B|b4LzCi))U2h`QCIv%F#2To$Zl$4H zaOek!5|`Rpxh>Pexo~M1*DMVqw=|4fmxgiI(l8!a8pfDyN*#671UV1iI+Ya#y+uW+ z@ZJ)1UiC8x`j$P*#46f@h0o`;m9Slc&)4t;8oo?&WGj5Ril-v@3JrhPmIXfw-`kdb z4-|g5Egxa zTkU6M1W*WpaEA%p=~B1fr9Jy@Q~Zh@gLF|sJ6>~zed8Xj&b?&I&cXs`%BeXxgoH92 zjYNW3IaekS2fe|C(X0@3E=*2VH>5K0nxXOPL}RSMiC!YVr5?AsUwnphFOT%Qf}PMU zd~tH#p?X-VR$WTRt5bEfdeqSNH#C;4Ye*#P#>VR$w`}K{NrZ!s*41qn&QcLO$$PkvGGjSLlk=H ztRp~kLb=G3w5#rp*KVl?7cP%UWXN%1A|I2Son1VGRM{496}rWBdtAEEuIHo0*vlCn z^3Ja9WpJ!|YC7&1dsW9>*GH#PQ=@5mq|_gq%0`)USB+$A_mrPru0tw}Pp6vV>Fmt0 zsqAo9JL<9%?nl2DPxCO=t`CW2;**oHX|Y5Di6WE{n0JrU&A_hL)}H%FsKpOYsGOB* zKe}I=mk(%WR1cCLMQ~7nQlPBlgao_D-$5%`;5d9Gn=MV2zcnlQ z@Hbulp0bjeo-(B=^@e>5?hj>j77Qd!qEN_W!`Yidd)>s(izIq9YIqi&Na681dI z!pmR9%ho*x9y5UhniE+P)^Wbl5wU6U$xZu-F$INvN+s(!^Ni~mk9*%&eQBc#yrjxK z;eHpF&{gd>PikZGDb18GVKVa#0- z#-%I5f5u?KnQbDTXliKASZR{AX5w;*;);+dECqs!=Uu@?o`EM{2|K1*tAorZ9W6N$ z6&@=1v}tUFaAOhkt_qVvlK4vXOtBPk9wX1MB?0X8Sh_~tB){zU+KI5z&q5bfgk&wP zx0Q)C#+B3qxbxMp!vm_e{?&Ty4LV-*{mvf?WQB+3X*;xA^}m+$F^I72Z*D!7AJ<#PttHG$_$V7UoAZvrovz>D^NvBIA7D^1`f`)u>FS(t0D*mL?-6L?MP zy-s1ZOyEruc#Go0n7}(G@U98GM>;`y-hWNteG~XV>aCJ`t4&~y34CY*ADO_%Ca~6J z*87PGd};!px$1px?@3>nz?UZQmA%e>Z35qzz_%vHfup+LnZWlZu+9X2Fo7RUV7&?a zWCA~%z%M57E170$-}ief-}i^f2U|Lk`z;_~dFutOmg~_WxySLx)GP@Qtt|z*p_xC~-y#|$SyKf6~Re~1+=$- z4i>P5#be`N7Eo#d9W7u>3+QA4TUo%?7O=0>+r|R6wSce%lv%)b7O=eqlv}_K7GPL_ zX|WI`V*kCeBiHL}0bMMhs|9qkfE_KMy9M;HfSwl6%K~~^oCmhT^`3p@J$IsO7SP`U zcD8_BEMQj)*v$fVw}3tDXJ6inzjvmb-xNMw{EZa8N5fb7*#Jl3etL4eJS=g+~{vzwAza7h5zYznu zJuR1?wDsrC%Ou}Yq24GopYEQqR}1bLs@~bZkl@IW?AU;!V(TUU2d280>o95DOUUYJZpo40qihLHU1Om`ob>cfH>z3m9z` z6a1Mmk&m9`i2CPUp(sQ{H9wgmd3zKK)|3ex;Njl1h7MG0~zN+%+{bCr}5D zilv*p@A|XP<)WbRiIb?GoHz7dpKK{#d++rFEnr+SK0cPoY!FAlZ3lCZRp5CK*81)c z3z*VeJvE*sNqarf*7>`0Q)>FZt-?NZsO9CA52JUYqZgf$$hkk3$u`DjRI$0dGemH> z>$yj0&#mJ6jwMG`qRBAVhng8mnNi;v`|UfLi<7ak6jM zwXg=(yT)w70{%nK^YgW-+WR(GM7P4ONFESP>3D*Edv-64rj3PqdD2omhkkOOLi0CS zUIWyO%tdurtBO@`;#{+#_uo;4=SEvP^F6mcFectuU9X)(C|CEGcw=L{k*tE_X?GuI zELCS`{E}6`eB84MR6s|YZbrL?XaKxFAaqYR&ERSJwtXh=Xj%~6W7S!H*u#>zl z`u*dpQF0YI>f)$&Z2oaPJftT-XgMBI3z5}4 zW_R0;U{3!U;q(<=)eZ4jn$J?xQ|YOy?y`1F zA?e`^C3nfhli5Tv-k_AchplE;puAH-JLbIO^g#I&U+i+&3I6BO-`%`pi_-rqWf!_p0y& zn6oDA#J*6^8dD6Q&U+xmRIFAzLV2<_ImFY*f!1x_w{dvFKoj2hpOUk5UEjS4bXwy5+ zK8PN#F>dbi)3r_b1Pv#oeM{Oqk@`S|2jb-FJG0ilG1eqzvSg-{iD$k3tmJF;F*90& zKW0X2*vHI(jsBP!vdMxElfTs;vr>Jiru@BL3w|`$0_M3k{`ndsu|RM?`G%7$uTb!0 z4WFX*(W#c(-*Li^6?ZQ8 zXt}L&!hxzAPUfwurg*wa)>ZUd%f7vpYq^gHt_?dv!bxk{n)b-GqQ#d!ZkGG1uTNVW zb{4j48|hr+Wir2m@W#RDBgw&4-c{tz~%~e zRK3ALZ###IP+8%_#cM|4g!bGf4PU3>J3?&Hsqmd4HV#nuk`S*a3NO;|wITM4Rd|kg z{V04why{50ehIPQRpH}8EZomOPkX;}G#n^mVUEIa?f!ECFJ7+U?*csL6uwcbe~N~) z8ooutGc33Yz@U)YT|X1X@GS!^pM z;(oNDVPqrg5}l3P*Fu^fOEO{~hZb@IwNgMGXVq?_cGeBr(F+_Wg`|amt4P-`!|48H z7(0C#cD}Qb(#AAVVBn@qqJbjd=lxn7BX39PAzOx0JzNxEQzMT-c)<=iW;Ho_Oe@no zg$`0=Oxz&+d`7kLm4BnQ)nxq5d#CFNrRweyXw7z4ubU5f-jt~6n@Yy38dGUrrBqwH z1-xpNJp;Tt5a-g6sCL}73SCktH!i>;Ooa~&F#D_UL6VJJ;oT*im%@i>>YlWpSCLK8 z!`0{cy01#8E`?u{P+Oolx6B(=j?mY|jZ)wXr zsKSS|WpQl&d2M+GRk&+A@AJ29$L3rLzo(V|sV(nv3RAi*cVGUYmH)I2uaIuMlMB-d zu)T(RyKvujtjbdOzP3D`6)qKfd#^cdOa7pI98?a7YW2{4vj414;LvZG^E%|)mVE*@ zS5UF=+rJjL`JV~_yvP6W5WbrTxx0Mr>VMh~^3qRNqhx{}a{vHY8tlVqt+W7t_0RXe)|y-@=8 zk|ZArPY!axbA_LkolxQD0$vZj7X!S?E4*4OzfI7KDOZiVd^qTBuPoS_r-_r^!bx;; z=E71Z#?Jg!jV;6*W!FO41yWYwOZ>c>D7@IOym&V6T%qa>6D6?1BgKPJVTf^w!dqy# zOm=*Qe-@8Qg@2XVudrX@CMjGhVd4}Hi?_DIhQBo~$$cE;&Qf)H`n-MBS9|6tA9HOA zA1bk(6u#8Q#^fz{RmnpO+?=Y@-{s0^zIxC7aWzV=@TmytqlMsV;=dyc0kK$xIZT3?iYc*7yr$qso>gw-w8QPZ+wOg= zDa~0YEYYH0!cHI})#fzW(*IPP%A3}&M#to6ac`^kwbJx4j+EAc%U_6~+t7B*FRqL~pa%EVu zCK1cu^42}C1r2<(AyJp4028W8OkIf8)KC?m2}&_j&QPLB{_#hsXab z2Y^KqI&e*XH`=WW_>K zhlWDtgnVcWYr_Di1Dr=5JoVaY-x&K>vBCh2a-xw~Jiq1Ij3 zgYzZ4ZMd#%z+?O!4_w86EV6)WUCO-cG-cjmO__JSro6jB!#Dm9R_39oj1#~X@tEsS zROaj)U5m<`y}e&inX~7pF*i)^tFd=jQJJ&nH_P8Mn68I-!7JQNf{||QkbbMh-n))w-x;^m`j}YL?4y}A zbqNB#Xj8^sk(2{XzV9~e`)=3p9Rhpzht3xANQY-rWUDKfXED zNy)Ar!q=uHGKp-w#=Q=?+qlPad#ihF(uTRM98`Ha_;Es4&BM~ldsuqBqVKZ+>Tu1| zr7kgzT&fxqS&!fK2ENhC36onMnGdS$a`aJ8bx~Kj@U_6_-`}Fu8Gq^nF6+|=tqn69 zwPdXpawTI{$)DTE-+zghO-BiK+g{e2EkyBLDxTT&I~6QLHduz~!7?0U?++&i%Wzt- z4Ce;RaA~j%xnLRY4whkQuneyT%kV+44BrIH@JFx=9YbY^gvzj6sH|1*?}I~Ss1B83 zYN!mUP#Ky-Wtbf*bHwlDG<^qHQ$5sh2YV|Z6p*Ft-O8vy0a+>_C@L~!$f&$btumxQ zQK<_VGAk8O6kP1Rt5sR0RZ;e6MOu+ns8BZl{lD+|`s5_%=H%ukIp-$nO-{~k;$6+Q z!C!(Xd-xyJ%2RREb|!|JCskV&VO4V3ie3{*vYf;@wt-_~b>gPpi>$`JBYht4CD<_f zKhO6Zou)zq!l84?5dU#U6Coi!fjYc&ZT>t4qK9*c3~HY_03D`4*k}iBa2C%=negu&7NEv6`f->yfqBl7qB|S;pW^m+xW6VstUT zb^F}J-kOk zCx5fWwHFHue>>@TWT|0^18=CfCE9~sRJIr;zY30Ptrs!K&zsG4Hb1F(HQWx|bm#6L zYS{4Apw}*?bcp__!Cl>hc$Wqvx1fC?M|)VQA=Y;%m-a4g+aU)jlx*-&IyISl%?_5D z%!$tpwdwMB@JEItnL2*D(JWP`o;9yRc9l|l_>p6beW*xvueH|30ypoNUnX;fLqe$6 zq%!r!AG{47NJD?Czey-}U6S_wcAS&XQiK^qNa5RqctAK zRA^n5UV8oQZE4Vpi_LcDpqe|aJ>Akt?xnl@s4CU9F0bjcmv$=U(p#eoGr4<*uCNO{ zKH)DJyfTa*TZ?8)sVs9v4?rDL9q-c59?KAmXSsK&E^o&eTsd;lRDWMm=+cF%N3ufN z7R^258T^Ohw>PU*mt`}g0M4v9}+<#uJi#>#7(yNepD&V`=&aS7^UmiM}M zxLB>_FSOD`Nid!@;I6WK$qey3kyTgU*=csP7rSciq@w<6+zzlf6La-Jr>PHfu6%UW z_l{#N>x;dn-Ll)QmsNTOdrVsItL!&NpFt#V4!mKe+5HGX<;oVFei!#2Y`JT&zi(v9 zZbdBj&>8KSUEj&U#}^Le);R02)YSegMzA_oh~qaxB8F z{ze-do%ZfJk+<(Z>ZiZNk*tJBR-#621~Sf^siGBK{7WaSab|mEvG4r9PWL4*vWY(H zTZRPx-*jIWYbu#4O@D$kd&`+CCdLR#oOg zR;uc+g}NbAt8=)fo&F>-^LOkpuiX}K=kycqM$v3=`VM-aM%M~?{>IB6i_G z_`9#ntSbu7*@92Zzb7_srMwV*&B-Ii4tbMY|E8%8CpF^y-VgYpe`E%T{b z8$uRp=Jn0F%T4an4_l-7#W$;6mwhc0ZcNvB59>cWlHgTVW4o!u(mTHYQpccWbCS!X zd2KJuFIUB(H=*2#YvXH82HtC*K69t8Q_>vu6L!AbtL*%HyPIl;Z2H~#nQJ<^_2*80 zQ4Dh-zWZ51A98NrcVkfAFKKW5Zxd?k+J|S;*i|xDskn8i%@38p?5*PsGp zaW^Jz`uWuTV~AfwasL%Yb+PBR`n$GfqV~!U*5(Q>mse{sNqU^MsrlyuE6ktn7fzbm z(_Y+f@+lNBRLM)1OfCjAI0mm(SQU3zu-J`WmdDY*=Utu_{nCcL?Zo(6xQZSky`0m! z5J+@yH8LsvYL|F?$pR}A1v}1Yd?ZD!`F!9wG?+8 z_#$xH13?K>T>f=NIMNPSUZ-?kBp`||OeWZsy=NajI5hqEh`xmbd|P`bEy&bk11UNf zD|U_1a4^)C;cC2-VmIctA*|F-kls5Nmh9AJI_{tWcwa6iMKwNFN8ZzP4tQeTW=Qy4 zsNa4fjVa};m32xgsh8$kCe)=n|LS9g)5Yl2{H;;d5078KctCG zop!3yX;^MK%`E$fQPXMq$l0OPX*=UH@`RPDa;P9BJ#<@AEOZ>}X}Py>D6 zOll}{zEx6M512RkBz1i?rco2O(yB4jgBf*?)|C6_U;SZ5=Ug;R3V&Ic51fi2O8AB< zQY|E#L~3hgbXvR%_<6Md1+b!7>ka$cmixTL+Y=?+ivmYo%(cpXR+0MNN>}t((2+AY z?83U?=;Lo&6QNVik-MKjPK+x7XsM+V##$}5F%K5`d?Zf?`@q>X)gX6n`HOiQyTxml z^Evw@1JSUJ?!Eq=ouTS*Jur56tu~_dTC&VuFKgfmr($TT$tz(xl-o79l>B^h|3usV ztC)SA#Z80Fj@|uQyx&*$BRSvaj9|GW2lDdOe~I30`+kdi31hoMaHuxc5!WP~IxQa8 zwGUnK0yZ$oifFeVryq9p<14t_!}TK-uCYWbcAUTlyTxL0p9?A?lp@dCmiH7NG!9or zyU`TYBHA*h!xC2I)=$xPR<_eTf*$y6Je=Q1Je*?L-o5-wlr~+zaK+BR*UoXhuc}Sy zjYC(NQpVY|X4fAH#v3E??hJ>3-mT`LV6J+6u)&mS>|z7s(563t{j^Mcge?U`f3tNg zrm<5dDr<8~epHp*5&!6Xu=lv?y>+JEx!kbON8x`4ykBaUMx~BZw{`~DY??}+Q( zTn%+s{wCC&*e~~^|F7|VpXMJO!)ljite(AJP9D|`eONVme(0EV+&*0C(Yklvhy_{B zU-UtG2C!puE>m>5JM8bT#QB*Aty{XAuIA}KAv*8(77g@1KUlSR(eSaUL6OJw@@4jy z%HAN@>s#AR0d?A``46L>e*FA=sP=Bdzapt(@>*?WOj2G={Fl%Lz4+?scTdl9N{l`D zjPKnX#=B}DI>hovcp@iUB^$zDJ+N*ZVw=cKT_hX)S1J3_YjE1{!P4NBm@;68RUe=W zX~gfo5e_RBD%PoSHCao%^^59~8=FwCINB9nXW=D1P?UF9Z3!jdXmW%0?Xxp$S|cSb z6+QOjR;AtL-~;~V`G2l%3%D(PG`~tSQI&rhubFUitfrju{`8NR-;Ify4kG5YZ^GZ( zz@+LDm&>-;=WHSM$kFst@uX%xHB;Z&-!TvE_HL0LQ4iE^JzMG_wKk*b-mQC1s*<9+ z`Ea6UIrbkGn^xVhCysgwSqbF*(EPt$>_@)}E$hWePK7EO)Fs4dg?;N^Sh?J1!iFcf z_h~OgUbWVSRYi}8UblRsd|l-4=*Ow1wMxCH#M9qTSC(6v=2^HP1H|P1=(<~q`&$*I zR5(bTcQEm>&7F1xK8O^5it~s|JNo-#9MM_Jw9#kdM1|$)jY<0}4_}8lK1_J~QL6@b zVZ$xdRy^3jJ*(YnV(7ean^9O};HNN`pO)vU%l;k!-*ONdI^UtXpJx2?%ax|LTEnLx z9sknnBL#nId~a1dZ~xL?@TV!{s9a$|V8wN_iwjaKUaaP8T>@XNAPWlMm2&v@0sbJ#ZQt*hz$04wdVD{{nZ3o;{9$8%)>>wEL zfD1TAJ3}ZT z3Lfyk!c!mxR(He!53o5vrwc@%Z(lNxKQ@W|Ma-@z>r%Iivvyb$N+j(K*q zRJlF?&6GtI2*1@{)vy$3^PV(76>$fv7aspN?Ka$$cjTs%qTSD|q3rm50#U#2(MHdf z=*G!c>|3yTp?!6m8&YBqd%itxYhfSpN^oje&kI}ZP}Oad=f*OIgCpBk^!0wvj2Yy; z@z|aPeQx(`80h^^F76I{4b*t|X2y})vC?bjHC@f$&K`|c`h7GRZGe!@^7{Gif!meH z(MJuj4_KQg$MiYg%>B8(?H$3nPc~SKbN{eD@)@r8d%PG|zC}l3j?V-n9b&YuMCvO@ zioW>x_}Ao8Wu5c;Q_{X#^HuW8bHGl3cK=m;%7x%VrwHVU#KWto`4kXsdZ1zK z?3!Y}a=g&;7=BnVRW#Itp|9HN5y!>li#44daZJq@D4J=Fsd3;=KiVKTwpG5VF1^=U z`FWh(w$L0HW*&|SbieST(UEmHc44B<&0rkgRrBJC`-g&4uB3m! z0>|jP2u_*y+^q1sPs0dte}0*G-?%f;L;Bdj8NW5}mOfmmk4?qPgw0kBFBK2vaThLX zDkHAZt=}cM$A(dfqLt~f12ou^V(H3tE2#^4AG;pDJ;f;box|Y0dxhosCW!1@n;uc- zZ}BGR<_zdy%d13lMB60^4JZtvr+mIOgX3<*=u~F$qzuDqk>w1d`-=hZ0 zSAnGdLTuThOwjJJkEyKf4lGo9iS@BN?1tqBR^rry+fl`zvL2&ERyO;9dE!pU>ypTe zwI958+ka)h);bN*qAcAsjo!FcJ7N&iKoD4MEicxXSV=}^+1%8XZ2He#^o*itqw4d3 z9Id-1#RsnVx-j}w#ST}nCDnEkg{I3GR;Mo|y<)qnVbf!0tR#h8e{R>@<;tcG=NY=b zWp~1-r4%*((@nj%*)huB-COj#jgff*QD+LmA6lsS?wnm2Q&RnVpw{HDel6&UQJR!-pJx2j z)huv^wC8f%FPBeOl3rLuJ^6$@p1EavMd2`nKK=4P0gyN!j%&YO_t4qKPXFKY9(${U zE#JJxgzd}z!72pptl-ir9EsYO*@%Bl^^s2h^q+|DDx>F$k4pVAI0(t24tBZQfuV6Z zt6vUA>1?HH*bmv$lD(+Zqr$iFaavD|`!_e^vrcuKJSIu_;`GU{cXRVXEmH#{-MhGV z=&=@DRKjyK!Qb<(>mlBAwVAIhd*}XGxIX{)@T%^HnHMZRPC9$GQ@ljrcaCI`uu{V9 zvm;;51bw%Gn=3h5jSqFhEgrTr?_T>?la}@yJNxp=%at>$4rAz^px*A)lMi!-a@z;6 zq;ynX;n|H(Q>c>sjE=3XOpDR(1C}u>H51oO`n}b@OIO9)47lTXd>zCQLcKFhf?M`c;HwSmUKhOaDacuhI1`s-c<^Y!D2`ZsGvH+s>YMmP z_~52`!osuP{COk)I)5rAmv5xF?~aPyke>3UF>c~`)RW4G5T-+Yj-w9=E7;kXG|iM&9;#R+j5Mx5?LUz>MoSw%(N^=t0CNV*EFwv2z2S(x_-dW8g=bIHBHC#q z;#3p^E&kZBH)2OYzrZ51e|O=HO@NO9_u9yJ>d|*9kK(PqK65tTec!E|L7Ymu7~zq5 zO5L-=z5eX#KV?b&U;X#mtilz;MHU4R~23+POFF0&P>+I7JTP#jyJlO?Xn(#$kVyH#AQsBxa#pmvcXM&|NLg} z9(8=7VKGLDbCCOW`7`OsXX1N$Cx~^*N*i>H7w3%YXuB_7bO@9r4C>;?SwVALvC(hV#qPKC4?A0-TG;>SsYP2RL4KoioSAzoY?lw=8}Pl2l8AgmJI?Ze;0 zOHI>^c~Jk&CCKtSse3C75c?!3?ii^35J*uNG|h7tsbK%->zy*a+rGNX z2@l#0RvX;zT)Ft^u-}tf%-;>`=Dr%s9cCaOB~WB0x6=sp8$t>N z)6+oFAvoG7>!gxFPUnvASe#eUsa-pj*V7`^ggM|#s^4ZLC{6>kV+v}Q@z1^p$EXcn zfTPt~NKZlRYoHBH5cVKwh!01DkjlaIM<8}Q&c(C0J-2f|X%qFL*LB?tIke`h^UC1C z-u$A`TB&7Yr)YH2CAjI+!yx8J;KJ3m{cipg=xx$n<>CqrUgW}hiVeL)IXYUx?5Mzw zc~6b0xG>}%f69^D))yrHIIbMKL!z#KU^HL%&sV;;hU!!p(Gyru{9Qmy;6t{@21|^X z3y26npm#_>9w(61;j}L0wt~rocm#*4C6@`g1FcyOY(fTDM1PZ-62lLc}Wz&ctUtm zMs55rN|+rNpa?>``BDO38@!2HjJ5cgH0-_*YcZKLJO~7XNyCVRJ*)9DvZoE*r%;T= zlfsFRBci$6sWJP0{@iW*n07g?R8FW9Bc!O#8ujDg_}P{K%pO z)wW`p@!iB{lQh$j-NZzRp3&XJ(#dYq@x;XJ$?m4H#KcFICQ)_Wf1W5u-?Max5{JZ& z&T!5oI8Oy;474p8#TQ$eEH`xjhOUpaPb+4Nj|Or+D6{WdnkY4Pe|uy@zn0*G3d#7O zafc+iE{h#geB{cD%+n?CqQWvhqi?^LDLH9pFfzlAPq46(`~5md=QdGtM=c?;<3C!B z$3n|mt7W%u9c!p?T_J&7$ndh#ANTfcGRMguovp9HTW=VG#mX<$o!# zf)0+V@YIWg_l2&Vzn7kKgz&=rE>2IY&#>2A^Omi^2>!cos@WKMUFurFcjvP_(1-s? zKt!G--Zk5@&6oH}2oep7Idy>lMEIBSY*p2}W~z1u@cCCiJfwD2KEZ!q5-2zbd24I! zB5?m6ZcM^W2J+X|T9s!<D)a)0=Wzyl%eW1vjv)G|m%zN!t1)BV*W*mZjAb$=jXA~M<*8C}{D$?8if1YCcLcVCKke~Q{HDPoqixb7S4h>R}ppiN#7 zo471C;Vw4eEjHmHHsL2`abC^ED}LP`u*NJd8$;4U(tjvKdx@D@ z@)NV5R0t$skVyK3LbR`#nH9fJCRCpS7RHe5k@Q~*(Wk_kkMaBDLG@{1kKZ^Q z4Cw-r{#PN|MeI@zv~mDEJd68`q;Dxi+lnN)Bq);pL4oZi7H7t9afM6UIzw`OhATD)cin&_E%NLP z32wAXvRyRj<7Y^*&v47;;Q8Y#MO}3Z+_pYn)XDYeUq)BOH53DV;~A!la~*ff3se*4 z_lCixmC!R<{Acv}FXljWoKo^nr{p`Oc$`l0a7r0IoigkMSd2u& z)+vR1I%Pi(vYZc5%7MH)o$~V)>FGH-`5e9U9DU}Te}oqMlomTwi|wh!j@M$_Yq5j1 z*cY_eH?`Om*537s8qy187dnHDi!r7g42v~P!a!j zu=6pTAfMqVNF7G9;fpQ-D_jBb%afk-v7?}76Cg1JP8(|W5p*SH+UE+$v2Xf6Xu%cG zHRx+2+;Qk@W87Wv4|&pg=tc(kn4I+;@JkWpP>>_cIvX4$q8tGl;L9||&G8uyfI{R* zBG7^eP@M?pQ7sYob70Q|Pn0(8N-g`N9aV>7c=_i-ki?z#Ri+YX=L5VgYQj zZ0)j1#d3XUVus6n8;}S+xaC_oBo2_K%hqg7DwOI&ckjE*-;40Fa)5gk4!MrhCry;C zxtmlJ*N1leC|er@u$s^gO4%9)z#2k#+g;{oO)C6=`)<3;=bBV_0C$X*tvLa40QI5E z{BVRQ{m{;3*Z({$Y}T0w9(y zCHaE?Oj1zlZUK-)7k>@OYG>sukY_F>j|6WRr$nk(mkQo6O|f)IkMjwIBovZBlCoDJ zcbxr|B>$ixyDsUSU5^A8{)4m;NK5L~_XHQvkRvYs$&#|ckWv@_G{J>1$k~T4!y&fL z)UR*~kC;)4tqVO`@-;jKs)>0d=xma5$GK$c_sN}oqm(!5U;QDE)iaN!)XG;z4axj3cbj^Mdg{QE#7Vvd~XVv`dPPX7~iMx zB$=f6In$38Mrw@TF#lXO{>EhTOx;{et4k9iy!Bb=;G$V!WH&(iP&WR+WRf{{qYyn9 z(dp8}o3r_;Y~22+PR(4*1D7VJh}O#?ko-cDw8<`26_)1Gg$dt!7B;wSQJBOkBmrvT z&t1CbBaTn`53V?5BYsQ-4X%V_AGtR5-{8vW!gP<(8|`CdGsY%|WdLlbZ006_jo)Y= zE}Ka-*;T9$ZM^&2UHz-ws(xW)Yyoe)SZ_&Qq4gLKTs_k`C8W^7wSXjVk~sA;Rt=fu zQkeTcYVG4UJi`WOC9@-vP)&2}PM3S)3wwpZ-0AQ_KBcFms+fIh^>%F8ZbG`CLWI?f zdG@Tu(Na0Jt*UZ6^s$TKV}+`uvq4HH4|u9tn?Q~^;zAGjA0MrD#1RhoU*st`3})Kl zN{^6?4$wyg#v7lAYL6B^sn8ged*Y%p7csADZ8na6h*gG#8z4eU_Zw;oCTc2=hP0#XvbTn?5p!N=XJUNCu^( zsu!elQX4m=He94OBBU;*L%JS8x-uZi_aQoGm1TIB9znQ{DGxN+)>3hXLKafI>ZK&| zS$g4FdX{FkJkGI{6nK`tqG@=Tx9C2^)gh()1<6@zvjlw<{?<48`rdA%#dZT%d*pD*;HA#1JLzVAR_ud zk=JS9@|Nyn<=wd0&$zd;>?K)tkt};k*6lEKN(M^34@Q5%J(Z2VC}L*LN0fyA7f5O` zqPNRNCyBg%1eW=P6AmP82U;hJG;8uP#mr;wc;{y{ugzVbUo~n%Dczi3z1D=9jJ%AR8)8WU z!R%0ZcSS#XVhcM41e06;T5oQ)dl%DMZf@T8E=D!!`(2;s*aJb#{NVD??7PUs&X2>> zlUpLqH#hO##Z_%LTfSA$O1$$6C$}bk56vEGLfJ-MuEi!!RrFUxCgLYs)0)>>9#_q_ zt-)^2UoZDAHlOHh*WpWRNsP}JFOF?XjISCmo{99ET3%-*M*5-X>#V!u`Qk0RnVcx=!x-0FkW7HLc-BW<>kq)YpW<7y4o)q9ueS$>u5rGL9&zIYz%Qo~SQxfkWGMpu{5Z)HCo~xOMC|DhCd%&tF~c2mOT6DI(Dhd}cb(A3-<_oHPof zPl&h`f~hnRD;OsXx4z65m(15}2=&PU|3#2K!{|_0i4pWz5H1l$eSR z51Ao_+bxB2&?&JYDX~E*9iAns!o;V%XL=#!!6|*Z>`L9}TZiIe554Y#EDu1Idm+pH zke{A(if**SAu}D}A3-UYTGFT|eL~l*ke5n>u!2*BYppLIic3D!Y$)uL!~3_6^x2aR z^(-+GKE`g*ozCuu40x7k3H#*n>JLD+>#Us)HLD8y6!D4$rI<~3Qy~v@qg@U)9~Zt6 zlp_A!fWMLk8E#>HR_cR1^Q4nK>3CgsmhRVFUQ`}0>M8H7T9QV5aRQDOlH%J53}h(Q zkpI(VnUEBN)!h!=uf@EbPkB3^@OFOTiq?@#Ye~a(q{p8AhQbpI>60!?Ba^?|`B+ylGqnB@MextjNc9FDJ$BEMdBr!Ld8) z6DtWlhr9SER}w}Jcb$seQM}f@T)4Dh`8Rz!$2=*cZH6m5&7mwEy^**zOG-0OcWs$j zkBC+1`h0T|YO$C;{oXusI<`B4dbqr}dFEeWEHUYC`rvKzGgh(PbLi1$jqmpRAp3Lc zLzX*RCrFP~=w%Yo7y(%!aMN9!vp^3X$B>8)6KK}sNxO^tCJ~(=(0qhv0tWeVf^=Dh zz9bRtDj+Kk=HhYNCrG<0{;E6{5)efZuy`u2SArcaun{5(ckOQ7xd^vy^P?bw!kI>ZUwM-X zn{Z9x;HXJRUn4FXaGNby{0tU9yeU$}g#l`DD=4xciu?d&`+&ygD`q@Kkqfc-bH$7S z6xkb#Z`u+GMv+gU$h|1?I2M1sn6Zc=n`7~@TO!gZvTrd%s+e)U`1yCV*#O#X5*?RM zbDKr9kE7!0EBlw#YzOsur_AFgVfTxsn-Ty-tBed%WRJPHV6 zyTd*nuHv6qx%KsM)xC+8r#HIi17h1d=hBCdEXBFB%&fgO_ssx;W^>=cr8rAQ`fxT7 z%%%^gnfp#(@17rDic18t^o(sUis_zj1FmT30uHQm8L>k`Z#?&&F_?vIaYX#62&@{7 z{nLVMUBn2B$5*jnompsE3Sy!F-HfCe=AfI^Xqml;AdUz*9`DT&X_|#OtcsMzNQHpDI)He&DiRTozfr_+ zD`NCnkT1mJ*Dc6Ds!@}01h;bwyp8-VWq5l9S zwV<&dSlGH2G2G+vt}GZT8~tYhfiYbsEzb#!+BGSMN{l>)JD;?Ate_xkqveMF%Wf1B3JDKVj$YJCZ7i&o1$G@`8~Sn`wdZK7b7Ey zT)cz7(8Zu7k^Oc6F%S()B2NRzw&=4Y^1U6r{0?4xTl8`g*>MM-u_da+k#F6_XKafW zv*l59rvElXi&y1QK;gbb{aKSo&6{GWQ5)^kUx8A7h}w8D%~tDr4ivX`nl0VMc$Y-R zO|y-=81qSF(;d7`7sH{8q29#^=?dtHYW^GrtUY^n1&l;B|BPxLh>~5Aci6>`@8ZpO z@aDUCpoR3i7?IqYYEb+TPDR?Vo>ycJ$8aM>2a}>NkiIG!`W!a&ku<~_`u`D-trV55 z6qcsLguPhJFb^PykFalyuqUe-2?1oE5%z91gFk>QPR4ImGaLiR8DxC%T~Xlx zvMYe3idu=wA0p%Z?uvGa$R|mgh~Py{0hcOjdQa3gfUFl_s~+Bi7bORfD+0(70pyb- zhH@qoiY5~WOeSC^X{n;IfV(Hky(>BsK<)@2CkBvr1ITtGZ0ixW{|MV{#1Lj;p;Ca8(a`6qp--M+{ZWx^NqoN~Ugsb_?qjraz{#T`{F3;f zk6)h}zC4I;ysPreP~o&}rL%11Y1uJJ{5wf}*g?Fwy2xQca)TiGrXYDu(ANHAwP}Ev zT7a2xz-wpOGfuK+TxF+n4bQ8IET55`$~J5_4R{S8`G&+SLn6WO$59cqnh07$gmqK| z$fHG&94|=T6tunkG1}&1bihaU-reV@fM(5r4eO85*FLh}5*a^{w#U$BCg?a9DtnCh z+zf4|kB+-cWp5Ex@(>Ee2x2CJSb)g+EfUoOn<_xGYoRpLC-ISqk0_Xh891%Mwa}aRJveO^MH#3MLbH7|(jpxaN( zx|9{4wEh-l#Znu(X~|MI38K1&_l+CREl(P;w6JiN_G&QIV(I^8-r+KU-PZKU)QuX$!7=W8`F%-~bZh5lL!tU#JjXZQ|| zzA_X<{qi1YlhI71P92Z~-%oSqLYga6#HEwsDc40IJOvv4K7_C@lZRYBcN8Tw)KKCJ3II4r;26DvvjY2qsQo$p#QZmzNGo?OOj6ltriDubCH|=#fn(eNXNCO@ zqK^OQCpLuw^%y*g*(puV z6(8s!YCO$Fx*pTObYAskV!z#{#FyF=I1Wy5Rz_YhRjHzf=;)P;%%}%)2))e2e#cYd zU%6~9j(26oQa06!DVwjb1dekO05$}U3oo2i_z})}_ArQQZXZOovJa+ON%s@)J?tgk z)6POFUC_p$-a0ee&$m$G-v|*n?zwPQ`P(3>`-OgD`P(d{-vyv5Z_hB>FLY4i-|-PR z9xiZJl~)io@N+OVP%W5>eg!~7KXLePCbH@$(2DPzm^&AnDDjnw1ddM!oYl4!M2%hR zCvxR7k;}%Kn7y!*%$?zCN__QM0>?iP&LV#arrvYuA<7iyAPr2^FiGKF%$<=mN_?#+ zffIy*v-+9A)O@`jqN#TdGO7{aL%1i?hw+ettiM3OgoeRc--m*!Zz6h#?&CRC<5PC# zOpEg6v}e3ZxpBSO@1UY{Q;E-f4l56x~nJTwqPPo3I z5Srlx#PwM?xa^In{o+WOoel86wjAp1dJyj5ZQo0EZpoTGUkD!I>KOHCA7>yyBck6wLDDYiVLEFZnApGyN__Wm0w*1) zrjk4$FeZSYgl8eeVfjcULJk0VNP|&*%v8NCb0Vmmg6z{LU~(pbE+`?0dSShfShtXk zM2{L^mabbfCuV_Hk)lGt6p-P5aM@gBK2jZX2IIpdGVfAa27tb#5U8eEc`!AS`X}xh z9&?82!@5l&P}L@j5JmlPbfiZRwY9R3xapIPgtqEq_-@!To&S`zx9kdgX1r<<52oH{ z_7h=i{X34l!PLw{Jwz3tLACUrAl>D%kbywM272jYn84e{thZx|{P%_e`vEZd4Z!4c zIziOeK<&>~JVDlZ>0v?|9GD_u6%^PIz~qWGpeF)q-wf3LT0|C-BbSflJk3Eu3-gfB zaea(>BT$a;atdrzpMa>Hgrh@%+Mnh25uYt)Bb~+#FnKZ7%<#n$%IKI1p{|h(M@KjY zQ>W5b&J<8aXATlr&bfUS8Nh2Fe|{Fu+5lQ&*`tp*UG)Un z?Wc#qcR4V1lPf439-#kQ8}7G=EwN#~PtK-r*S&*^XcGDHRGV`liq>8sDC;%~N8)%; zk<*YCM)0F132x?z-5UwSz%$BRW@H!s8prS%UO@xR4NhVT)3`g(*vUoqE zmm)8lPcR3DLOk|d$T}&9g3&Gm%wHMJEUFci-WocyD}-*4X|H;O>6jY+OzgLo42rR15;6Z4o=y7^2h!(mQLpCr5Dft1Ze~@NE9a3-msK!|EvpO9ZqBrH8pB!n z^J_IkM&$QJWcTEYc_i)Gk2T`_nSSDOWIhrz`FtF6sMU!{jLo2UE~5Z>o!*7B8u@R? zQiYR%1lQkZ7_skvB1G)tONzx^ zEkcXHAe?g`B#3#G(noPB$R-pT8eo{$ZMgj+scM&Lx~ahgPJvFVD9doTUa8<+^_y`+ zKQQa>iecTsAg12$e#&KbKgCa=j}oAni5!QaVp)JKQi*SCl#u&)LazMyb1Nk9M<1olB*)#P|E^<&JO2{C068H?T}w0x@?H%th$4&m!Aq3EWo z5C{rncpcIqIOGN}O?`KGIMJvo@Z2z>De!biQg=N?Ap=H;SFD30oR~o&`ILT&p=Tx` zxK zHq`^+oHJj7na`YiC{~0VLNZ(pAs*}%qS%*4!RB}pHZ?JD&N*f<^ObH7#nm&1P+WTy z;Tr52Qq=d5g3Y}^*whY#b1n`AGb_S-D1M_kQDgd{-@-mmu;83atHI2=4FGt8nGI4s zlrX`5N|e?U!t}u`0_$Kdfptz7F|DSKn0{p!GUfD!(w+||Y#PkMIeywf%n#@LD0kjG zA&9%{A(YA-LVTSoDD4Hu37bZ1a896H5VQAKFC{xPi(nv`PcX>NA(&?85#$H;5wT^q zA!07&6osciH+^gpjtRXL#QgEEkMd?No8UcYfM^P_4oM#BJZ%P>R0IoCphnKP7LN=@67#0|i?m zM~Js+fOBsD4Px^D?5BwTmr2n00WjpXeMqO94*=&vrrf*$Xrt^r7b9%iK7(`aw+1l} z-0Y`l{LLb`{?I{Gy><=pJ=;auc>yMD+TVe5((pk{m}o!6R4$hgbxa+xeAOpp>f2q) zPU$JarlUKYlUWwbR2k@@I6loKWE|5#7=-$U_~z9 zgsOUVL{#YIkSSoozVph3u=)SU`tGnMw(jfe<+WWYDk9RQi!@C@KnSRabWl)1s!B45 zAV@KE(5r%q^b$uYB0;VV#He(lqO=SxDi|q|P9*eDl91#(@%!`lJlSE*nSEv^d-klo z&LK0guRc=YhTd!kDY`ZyaT;VK?&)Ks{^{RvwBrSs?P!HsdZdB^G62}U@tHVHnC+yF zS}L@|LE5=(i2Hs5{O+_eI{XRGThT7=5 zKqn}vuO88<*a*WuDJW7y9u|tzr63%SOql&{Kbjlp2yOaNi|D)-gW>a!P^6DnixuUB z`S1^g0Lx4eV1?Z|u=3fxXnP$UwChV7=)L=KsM-BA)azb}Ae9dgX5~&;23v|EwYFoS ztXvAB@gf60byf@g;-wt~oqLBc-^ju;&^r_f`Hh7hf_yj>m;s0Os)bKfTTL)Sy(UD% zTqbnFJSH5%>JZwPIE-#DK>6p^0dX8j$@iWGdVN4UJg)}m^>8vmo7e!OJAqy=NXB-W zNl^0R6@gyIXoPefqvYQ$%rKF|Xoa7Mv730wdW*meFpm8S#BDEZHPGE6)h z_Judc*iO7$euKc%U>w``0_Fd@58HXMf|B1hlwtCy0c=5Tu5a{672h0&-2q8fuA|Uz z{zZ}A{DXy{+c?NystxJB*NRZ@wIkp5=fSU}vf;`zD(Ju$r=f|nFv5Hl2FrL!p-9#H zaZuQqHe}*?9^7+A75(DHSqO3~K$zt*u#Arwid6p)3&p%^MON-nkTtt@gkwiR)-Mxa z-gjlR$V*pfw>trGcpVJW&SOyMPcb;?_Hr8{It|Xtp}lC!pp#JEj|{}2@&Zh|Sb{<~ zH)EmHR0?1XP_hqc0a0o<5i}15^ur(!pFkjzKp@0HAe2EM?CbZ1KaH}T2wDIG`cV*w zW)O%p5C}yOh@&77DfM6rGRqv3?SBIumjiU%exT!YfR57xI_`ovB_F4kW%5-%)1+S> zs1Yxn@Ln*Yn5a2E!3+o5ehLMXx`DQT0u=2DplCD8vrM$Tfwr$bF~N)g+Wz-pnDh;3 z`{zL0pEYXBuMEyK2?UBfydcLUwjj^s=Ad5q?mD3D@nr~&3AFuBpzYrQZ65@*{ori2 zNz)+E_OVAM99Dt0pH+s@LqOX%SmQe5(%bTRia?l~18pDYGU2cWwEcVlj2=Ow{J;3) zI`4P2oLZ7T7FcKe-#H2iKLIxVjehZYr>mbL?yNk0XjOaFpGEBT?&1@?MBqf>L> zP8p|G0Y!nnmP3%OWQ#)c&kOkj7 ztc#Yob^_A-{St}$W&)c$TLOhq8awe+uN`sr&Voy7bF=l8b|q zKp?h*Kq!MixPm}Do%#>C-*XU_DFIuu*2F?-AP{>&AdZ4SWJjEUG#D?D`&1KHrgRA? zC21^_2Lf>b1mXe+#McNb=qckla{sF#EK@cOl#&q^Dg=Qz^5sj+;LYe)DDOI125qjfGyHZAY-L zvfwrkU3AI26W|$+uMh+bXkjp*MSIC%AuymtBCce@3|Rua@Gu8h9?br!hhBPT32g!c zTG1bRF#LKDg}xArg+8yeBX?%9VVQoQE%8U7B<5p8lm>L-nIaXZyj-Hc|n$A8lIY z4&j3xpuFI_h|Zu3OsmDANY^MhXy$Ay^7B;=+~BE>j;->5c88=QIzt{Xt^OK{6g`cD zmJhWezprG$gZ(P#IwL(a_}Lj?y6FBYZ|HqUGV+q{1fL^&qezK$I7qP4iu^sB3vV3I zM9WqCLWkzBBQJj)h0lGoM3HVL;~~84iHEsEdSRJ}*Vr8-f9yYC7vY+=gTT~L;W_rW ziG74NU02f$__54aE=@{vZ%HaiFga!IcwW%D`T9S&c2^6rO?% zOjH9SBJz_!;!on?nob2&c!4Qy!Yr~4iJr}axdW=`)fzWQJfaAZpGtshxjS0W~P*!gqai z&~g|Jv}(g~=xhw21{MmYF#t960cxmlYe&vkWL1%V;Gj2stq4?+3pe;^qHi|%K)Yja zA`UAWFl`1< zpZmRpB2fWFKGknWPWxuTuNncj#alt|InR+G4xq^8X%y)I#u!S)qt|;#Ar{gn28)3}fzieY_x)W%wua!xU!d;=F4G)*sGPqul^zlZ-X$u)~y7?FhzWF!IgD=3C z%~mMW9V)209Zyho>i2MXhtJp*jht4d)xKPs?I{h?qbFXFk=1P^?VcTs*>(oSMZb6y zSy)#&39bkwd;^kpTVt@WV4E%~R&oTzmCQoL?xLc&yME$U_D8fb-KKJAq;7RmNU>NdL)ikgxb`I@K z!h{>!`_wB~6xahPq%iObQu9Z5Zii=jzR&Hj`MsR+!UID`3<#(QCKgOn7CtGyq$;(oe~N%}937I;dPM1OJ?>ar?8 z_-QdPMo|pKHG7C%iFw<~T)jhKvTfR#TpJ3LcZom~^eB@y6I~%C8v^2!5e)P8VoS7aZP)%D^V{g%%vY0 zwCPGM5?zGAh~8ay6uS~X299i=!W3+2XKv8Spl#lnN89G2Mp9B!A!(}ZC+QQx$*^&N z5^e4xikU8Oyb2B#Yt@chNjcrhlzEmzGjdTUMG`$AflVr+nB@V-t6f9I+Wy9^WE-?H zwF0teZd4Ugm6{%jtfob3QPU-L5xt=b+himm+X=>?y-{4K7Pr#L0%2$5(k#DflG300 zLi!!ok%WgwVT_?AihDT;x6*sRomnB1P4h$Rk-DH`P(=q3NqD3MV~oC{xWN#1We90! zlHqLHO|(8q!v83w-}wYd$XACkCKMDm>@0R=;$=It>s&UigrrAu_P2y8I-ep53U8<4 zw}TQ9Z^}l+My{i{k^iD%qd-0^fP7d4`7n96mC3l<&YafDqxDN>)99`$q?WSNP?0l? z_!Nb~JaZ|OY1n=oegfpf^@==NskQ{ z+s+)Zr7%e$1ezsXnKa$#3en>UNO@r}Jcz-d>SAMXcs8r8FH}J31H)S8icAh|8LdW| z_IHO?yZ%FFiw?rxM@CU~*EO(s5yy7sriWQHDFa=S_N5b0WcN#C_OS`Qp8YTyh5~FZmDHMR?HqATV`QU4|VFubkV)Jh7iZOFgYj(gsrr zZeS{5mUtN+v^7N4Ylkl1lJ-&uPgx`bP_?;6>P%cF=B1Z7}-1;&tN}^8{hy* zgQ*0)|F*(|C$mv?#ZR$#D@O|R-os3qf}u9a^s*B~_*ReTJ=+Kmx}>1$O7pOIM_mf@ zp+_bS^KL&W_Oc@+{k;~^doBhKo_>U?dv>)(F$I(e=JR#}&3hb}R1OVyW-p1dUx(EH z+y<&Ta~$eBa~fDBGW+5Iu${2Cdnu~!bvqXCmrG$bKhL1$p3x#n)Y(Dc!4OCSQx?Y1 z-l4c}rm-tfABEW!oIxuYR3kapSwR(eFNh3eZx`MJqT}n3p&48@te8ui!)TBuW4$2y>Mdkw&KBm; zT~V}hVi*jia=9(nUI3LJ&?O$YQ-U{Xo+oNJX6L9#{SFKD%&s-Yjy#^^I z$QzQTB_Y9Y9N|H1^|ADKsOz9Eoohs9QJ^-x`6c!6cGq7QUU9z z3t123Bc0XJa6#xclkAxUa3~*%WV|qYwaxB1?kKx(-|!Orxb-*ozljv*3P6wyX_|} zl{-M2eQFT#`hVbps9cok!gDNs>$wXU6Yi3 zz!$PE26o{j_x(jR+C_La6!)x{Jf_)9fX{)GtaEi(HBP(uo! zhCQY@{6Tyh6Jq9BeBtSnN-EtTf4?H6vpE4)NE1PEw{OPbO~l)nc=N@IvKQcGI_KM=hR3|C>7FI z)PB;}H||gi&H>n6q?6(T7Z7kL(*qP7{`}ci=I56=w7cijNvb3d$QnvTIuTGXi>@t7 z4hR;r2Lz}(gGX3=;QLl)FDUmv9op$&_p}XOuEp-& zazNMD1pL3vE%h%_7LU~xNJ`Wo()y;6&5o*1y1bURebL-u+ysiYtwX9iMr*v+z@~?>0krC zilNgMd(&%|m2yHNr!Caz!@Y^_joILwgF-kr0&D^pH~}r-{Ko?0Rs#cnx6UTAHvl^d zOnEjjI*aR@@PO;f*H|U5Z&@WHX*5H)fHaNbo;Sj-dHrg>nMBf}FsubnK=u3sT$qc_dWqC41aTPhK0dRF^<=_EaX7 zy?23pujC>_KQF_)cZR6gpg`OTt+$Q&?iGR7*T0ukRb>k$hNK{h^lHSMPDFg@Z;=E# z9>$OrP}~Gl+zKCDLV}q*n#h1ENut^f(!W}SB>YN%F(1Jt^zUZe$|i|6ri5Z1P1S5a z$vMgas+g}v5{9?Jn5JwLH>nJ}BJQl&;NaBcK&6ZsAR0pG^#}fGJtl-Ye_CDsz(1{a zLiqAetH&Ssr}cyo1_@h5Jiyz{itk`~tSSc1-<0@*&=#ZFR8Kl?)d zG@gSoz2PYC%SqvZG#wLmcMlSFxBt_$Hgb9u-IZ8Hzl)42rnEE!lXaYSO`zJ3R`uAu=x*E z5kieWaK8{f{R1_G5c&i4gmB^yR2IVBf1s8S=KX={LU{HM)D^WVw z@rqA*PBF2Al8efDA6?^;^ybgHA>q3HKkL1;EOCzr+PMENFNKwge*feAw1bj``u0Bh zoJ&&eA$|MylXUQ%Mj6?k^*UOXu8#=nxJv;`Z-}A`!gU$oSJQ~13?b|u61o93RTSCI zJTjL>yFH{E68VI}JTaF`%N)`qX*c*n{+#Q`EbAz&@Y@nq_bnNRf1cjXJgbyV!&rc# zlW+`@<`EGmjut$~`ie6B?T^KO?`mhhEXt;NTY#dIa1P3QAS&GCd6zMn+|d|j~}e!Z(Q^a z<~1#1f_W)pp;i1HY@aIrDYiM_*95??{{nu!4(txsw@_H(6nvFQmW?hDAubnjVuPW^ zq9Mw3A`pk~=xbx`gqY2#_Xyq&Ly0vwGP#gA~k@9=}k-z(ngwUt~gDm!0{sb_7aZnf{ttx&3`&1SGDEm){ zMuj1I>nTuSZxx2fRv04S@@4V9r{KZ5ZWUjBu?m#Zc6#WvuSQqxvOb{*6fiP{r=OS( zA_s~Zxr?VS0FmS?uaeD#7(|qR5L7Km5ak;HYXOV~QJ(~ILhAY>^F?CmW5=@5_+;JL&bno&&qu2>%n^5$*e7d+wvZlP=bnoWIl7cD?v` zu-G2E@zWnpYE*3$9S=Kv{=W=xb3yK6?gq=;xHBJ4>Q-$QHC+6@!SYpHs;A&E`(`k2 zdR)AUFShtDnD=OGdVo{a+E=%nPALfHWiKWVaLUHzKpO?zxk^`#tXZDRu^8zk+bfF7 z)sD+GB`LC>zAkoaGzpr@PX3gXz|MPp;YjB#v72Fsg7#!3Hzi$Q_rAVxx=}Z1Pqy`^ zq|j)Cpa&Tt5^@^jrk|3u*qyI0cqnd@gU0GUC7ol>zP{kps2TKt0Pb4Y$R2uq;Z&o3 zkbBmggk0YE-Paea67~kU=PHTH^^SpEU5iEq{m4)fmpe2b@+OG8ACo957q^(>DToth zP=YXnjeiie+!HhAx--d#{q0t< zGq`1eGyZjF(grr`)`gP^Zl4aQxv7gbE!IgUonm9QHa%D$x^=;;+-Z--*s8i{_M*(z zrkptF(*fN+HBt29xvfnvP`g^c+DybXqBAwPsmA zh!a{HxQx z%1R(cTAG6#w>CfmFUG+sk*(=?mG~+jKkcij6b2-%FQb=yw6XnFV)npnFWIW`=c`1o zMsP}8_(0db9T@HEye|B&6ebv_$zNtt)bh=1iX|$KFPX-_6WWqa7!QUpodo6U7Kmyq$fa~kd zx(7(NnjawD;_`*8by&z+(?Zq)35r`>2$T7;V)j~SkwJVt^dhI}dgMV6w{>tm7c7EW z6WJyO2*?Kz(Jo-8X9X_=Cfk_wXaDvWZk!OkI+pvRZly;`o@XAiv-+S*4Ov$vr2g<5 z!4cF@++&l>V23%22X}}Mzb3ofop@^Fr$WuQQ*f{nSAW=_-NB`HI4-^WWRRQM+ILLG~RTqV|S7J`DTK(4_|i**46qGNz<0j_Dufq z{zT93d&m*1E#{+(7QqWhSLL)UKWee}VfeRoCI7jGbC=I7UJ zl^xOmAE1LP>DV!Iw^^j)O0u5G%n?-l@@#)-XKhSkt;zR2iOntH6P#~Rex7oL>}Zoj z@A&y&Qgs!h@+-8Cwh2~(;*$Rm|G7V}&iGOM?~k7wn^{9qwI;cjz9m1HoirL$`WQPW zI^xo}6867&l(|p$c$dZWBBAJ7^btar@q5@b`-BAo0DGSdBxjMREce*TJ6Ow(F5Gl8G_vw|=-ScNY(Pd@ z8=H@h9r26twZ|rov^THupSIS#D^v2F@V+zWY+z08cm}qT%DDN=ee6T=`-riuiPoWT zr})*n2IoQt1&2drRJRa1rF63d&u=q-DWp8;zS3pB1)skr{EfJd%!d=F&EBN@j$4H6 z&@%6ivI-~8oP2JQ6&#QzPqkKy?zev=S94Q^+pp4bx7mKA!?6Xkgq{ry3QS` z^#*L zYfBeyyPLk;E{JzmJ|v-iys%<>g0HgAnD+5+Zg(W(Z~r$hH6rS(tjCfX3G-F{8Gn22 zR>gMT1*s8nU*(m>*c<6??7BP)qc!)3>DFx18(m)#f~uEWlEU~-!>g8CuVS~(PgQ>4 zwfybc^7pDj-O{^*??(;eUVfl2am)xyv6J)1SPDLOV#W18J4@()PL%h#)4k*NCG#iS zl?2dsrSUo2SJqv*A7|3xw$1H@*Vt#`ba>~tuMg=M$4t_v71C2A`p-4_D=E!|_2T*Q zLzDgCYV%LL2@<9|qZZ03WMuQbNN;{D9~~liv_7+EB+-lS&F}2{<;{2Hcgivw2yw0(baT zX-LedoSl=|@EV1m(Ef~^(!jsgB1K*?Y&qe}d+yh+QW5uslJcID)Yy$#``(|pKuPx@ zEzT6_bm(@PM+h*HVsy;XqZTqMwB_1NdfZH9zhWb!S>K$)NKe0y$%sD?J^5|yNSD9) zT4rZg;z;;2-*`r%?mBK+AeiY&5YUz61fH|xUcr2uU_D*H{#y04FJT~&{&m$y@P@6# z|7A^a9^j-(q|a8=5Q`UH&cz=Z?2T6yAq zb1-Z{U;k#5$m7kKvA-52uBOZR3Z{DnqXOCfpATL8B}(_6~ zj5-;2Kd4_j|J=CX@HhFCh_{i)f2xj$q`x(6(Z?t^3O?{zUl=zT&1<0o_fd=~U3F;O z{uJ{@<>l>Q=~-8E3Rt{(SIFz!Fc z-c+AcksXh^Q+=42p4dBX6k?$?l<;{6oo!SoA22aK@wB!0`16`jU&_kdKE9r@$p~-s z?&-1f`>A`JTT}=N4%YR))m+w(eT((S^50E2#wE`%1(PF88JZu9ALA(QqT>Hd(t?stBAuP)bNx)|{@LkX>k zAJKiG<24NxgPz+N{)2r*h5g*0LrM1f`;IS{bJr;0u}TB7f*+E(`f(F|OI4Hn#==Um z79aOJwce{$@F1*HVSzcAwoN0KyAj?ml zPB%mC{HR?)ZX6@}l?T>qgbg0lEc9C7CrS83j%8XaTx0blB<|gQm)Ve^6uR&wwJ#_C z?JBF;{_8Vdhhrw|V{7r}GtZjGIyY1sT$?{ayqx%(b$ay1#LUgBD5dG|yLXw71|H~- ze#vKcRW@u8bZ9d4_kEtm$EO+5IxAyWCf6p75HkOG%EsHqp?#AkEA+U+#Dr|YbeCj& z589&3p5M{Oy07FQmCDdvsA zoqZJcp5%)3rDz2*ofS9s4{mnBPh$R^RAb?%zW40I_X(ZVI0bTr=N77yRNX#^pcZj&?m-U0B}QSoU!hwWgR0p%*UA(CbxvoMwKgcRgTtNLv*pT=%vD3w8fXz z*|kCia@U%oLJ@h2Uo;jjZSFhD4T+3%6!2LsuH* zUW}8tKNr7%(KkOa7V8x!+A@jtO6+Ghj!14XKQQR`m-D+3Mw0cOtJNEmv zterJ;wvKMx&^79FaPOtRd@scnZ_r0Q{(xUuNnyKF|7wh9qeT8;yMMi|VxDO5OKOw6 z-x2V%A-Vbe{p_K8vhyAyK7JoUH|>&}j}h_l|FE#>v#4>;b;+Q~SWfDudfIgtk)g{U zJVlLZ*Rw_U8U4EQo>V~(K5~1*oWZYMA}g{d+xkpJjR&uP75xwO%X?FO-}Ti!9|*V? zV#Z&uqeYD=*JVXI5B>@g=^QsF6|{6r%3Qs%;o7Ep`t@yM)vecKMDz~*64_)R+kO6n zxrpAu$F%DjB6{dwE+Q*(-4{PdZSo5Kut8*Glf1$8kelyhGsYN?&D0;3ZCv2q3z1mb zwN=D;f4CT3@4(}x>k_h83pVuq>|EVQmUbQ#$tP`Idu=*lRPD##5sB2TU1M&j9jp}W zA?IN}uw$<)MlvlJjcLB~f&C)&i4yZBkpmW#3O|Y0ArkYx>ydLCJXY32+K2vnNv(g} z&*z!spF4db{a77SXS(o=-RaW?sDbMjq{OoC<=oSak>1^@w@;)M-1+*2_~e*s$)``B zj(^D=Jc^T&l9CjY+9oBLd&b4U;6#tQZ=7H1&$${CvcFu}&@|V)A~2tuf5HEOAUet9 zz+@zyDp%4Hdymvfnc;Ajh#$?g3N*c2vxjzKhR{8uy!TTJ34yFAGA5?pza;Rgn*QoL z&BpihvC&l1l9p)m+Lh)-;%(p)8NqANbLNzo1sseSpvz%8=h78dSFQR6i^gr0M5!*V z@#ZA?f)=t>`lRNQmgVdozxo*3>Oj?QqO*1SQkfpNkjqz&dD&Oe!kg0v3+8g(n~Ux$ zuBJ{MUh`sA3;ZG!;>-_MbWAyrw-wp2xc{|8R&|JV-$%C+ z3(bmjML~six}fh#i$JcYX6AUhzyd59m9z*vdq&A}7`|X9hEEsQ6cC>_Of3k4S!;=! zG3#V$44>OGDmVfbEn<+w?U)sTX{|Va`ORF-TyoE~t9y9tSj&j`M1z=h@R3fj)&#K` z3A@17c6dv)cq#QP&lj!NbW!3rC}(PpkK4AHX<0be?sq=?W%5nWyOY}sR!bI%))Tg6 zC4t2UoMRjcS(ge$#%;9oRh?yUSFCgE%mezDmeQ%! zXkS+43?|O2J==VHSRHhzE5yM@$zd%2lfJW!$W}(&F6v8D+1pq+*vvWGDB0N9 zZ)GfPWgJk(2;Qs?TlR3TW@MNni6sN{7fQn|JE_)^RJ&swmt!3FW1PNQtc6>w$gKf} znOu)SO-ZV>WKG4_SL#G(%`hiA*?Fw-?CR#N0XoVJhm;%iGQ)QW0*-OeWO8C*hK3|n zZk^A!I>w>gGPw4I%RK>_$5&S?c>G1LUyfTDAv>v$B&ql5^r|&p{3Gy(9be>V6OumE zQpZamt15S>6JysC=#Mh=G>G6JIJa1uTN#vuMEdAzVB1{ZAfMN@mTykTn02=C+{$>d zm7#ripwH{QB()E`c2bR^hCZ375koYHA?n1zTP*#pjQ*_*mwzh)?CFj+bXyy`y$yFO z)WOYV()-qH#}mm)ySh&OwDg4p)X=?9U0*Uo>%vH#dFimAFvDu31s( z_%b<8^1ev=eD-eY&VIE+wn3R;y3Nw#B#VoYpNH-g?BE{8Ut==D<~&cC%he8WS0vfY zi64~8Y(J$Iy)=xxsqsn(b0}=CUyL0z_@jD!s7ljor4e(m$XhP<5I%_6_v2Nin_pR8 zEWNP3uVjfvthDmGnaBOxuhsuW>xs-ODvyr8zZ0~brufDL8`#>MaYgyjvG=!vwv?vD zJ;V6^M!J?YLzY(IxM$kFwW_|gps9^eyHrXTpKR=m*Yo||LEtQvHpVf=+0-MA5$3+K z2tjYmo)*XGjAKZ#sorer$wt=mI7Tj;`eLbcIF4b+riO&)oe^A==0N#h$_`|+( z@*@39LJCGYR(HjdN%|33*>bVy3;!NwcdYh`8?!0Qw~pTGZ~dj*j&qUaAB5(RmdB^M zeh?OErz&4uH2RWuuV7c57XB2I_~U40%Ei^s;`a(9>ooC>%={k*D+4c9eNMYuu(M7b zZ_CX2pB&!8RxN5yWY;8quu&_m zC*}|@6y=oL*_CBcRi}PvmRhTqT5FVkeapaUJ`S-G^hPI5~ z#0Xu%?gu&L_ICbR)aAD`*;FxG#)2*51ZTyTao3iy)s~?dFrZngsa{%SXXpGhyeOye zVNPLIPT`4Zb1jUj76zkrO|7&)%SH1Fo0wy3SEX5Mn&lGd^4r!<-_cIr-mbxx;pOt% z-i~Lx;>vsqf|z|#>5JYy%r4V?E6&WqAEveyc5kj-9R2+MuA`)<#vz9w!VjJC+Evyp zW55Efh0)gHMYue-v$M#~DJ;lIIHYw(vvg9e^idYIOTF|V@${pd-&s@|@pMs6u#;Vv zqg|K19ry@rTgFCP#$>jOpG(XI7tU=W>k08&PENu>EuM=DXPo#gKPN$5tHD^SK~3wO zTB)z29XSuF*%rEcWdG+=cOGrmRMtBtf2(?PsQ8HN=Yw}Vx0mhJJ1YNgwMgiuk$*n# zxFfe+bFbbJ`Rmn!tNdY3(?W8;M46JFg?vIa_v*^<@1~yQM-rM!dgk(RZ^Hv7sO^}5 zvAl_g)o-r`{Gv9NM%z#4HS1pSeE9xtP{0prdFeU(7kMXiuXsFs`}R^mH?^?T#6B>u zS?9{Rhi~3u16rwRr84%~c_(zPxIcXT_I$txYCXlzV zKD@f&Dni&KE;b-zjJ}Hd)%qdzhNOt}CUMaLX=DAX-oL6pT)FY}Z^B0LZ39xq+E>r~ z`tO6|jqJarH;Vr=Ajv9Xn179Zy5vBI%hB-xwNw_7Ve>WpsT|MPLQ`vHDYJ!J)0~=+ z_K`kp*0RQ<3NG@U67Lnc4or|eL-j^Hh;)apXjS!ib9J7d9p{+cPX}9H@UpY@b+Yx; zV(@cVxjC%wId2QH_*&}my6W*5^%){D1iYRS6P;}9v>3pvUyI@ELiMq$&BUL0sS4 zr?xI4iov7~mcFp}C#30ld)L-PL@>sv9i=Jungnq@Z?D>_h^veNYC~zD{bXL6uD56H zyNDphH|ncWd;79Hab0hZT2jO%20|?;)wcJ~OVjZ_S6dl@WqhWlmTt4x%oEq~cCW37 zIM1l3#+OdpP3ER)d%M-Xitu8*rCuqe*p=mqYkQxqeG%c#cuDmxePQRHo3`KkOzpFX z(+nc@MbPRh>lCAuYFV0YC&*FU-{8tAV>vPksOZuVJ918;R)Y(tlx54vrK*-X+a=~G zYBikVl(4KAsZ_~QeLIVs!hH=VImN7_jN4R^QVBajw&K19XHF3d!-%IY5$9~l*@c=7 zPMiXk3F8`dG@mt>LLcoL93XzQ^~;{naCDS?WMB|*nTimLZB?@&4MzuA*x*3GMQT0q zhV5w9gu0`>EWto0z=Qgdc)_+L3sQHqlg%~Q7vMt8Cmyx+%bHMgw3W>^Pz$i5-X|*C zs%AlIjyAHH273dJQR9dkY)3OER2{8l(+%VU4pW1O!!{+EkgDSe*;Io)0Vt{$@uQ7j z=7fr)m28T^u7Lei2V${}Y9=&dE4i>xvq{DA_`_s_?E&&sGh%?vXhxEQRb@wC-Wq2!ooDiphDyeGlDPQ&ZhNMJ1-zekm(b9WU-4FVD47O%Ye%nbe+PJ>R{v zMnh^)JH{BMLQm- z5RAWTtbb4Fn_sN;_OYf+L(#8vDw4+yU)Sqp_qkDtPpqtN-dow#q2=Lf@br@XLT&rn z@@W0V{JzK~S%05CBoMad)v9_NF}Qw7(7j%~Y&n|zUcyny!`vY5(rP!e_`79E@*xRF zMGrHBs7rI*1I6zw{gU5{J1Te_Hi)=n*mLPg$MNjDyCuame%c!lF6s8TKY4ZB^={ry zG4-Fe2HBU?du*Ph9+$kkd#9M%PiuqpOA0;4Pb!aj-hTRzu9WQlx2~6-cH0$a9+SJR z@sI8<*?n)FFBNtlE)G4`f9vU1T}fGuxAvFvy7w2KI`-(6##Y^(vTARwFQs+M79Tw3 zdF$yG-5s(jZ!Iq+b^lYmiP+Jf1^QDIq5-CegUWG$LKGjWay^(o(cOz9SXGbV!+?Go=(K6iBPX5r>|3628G zZ0cI~+~cmJ6*m<($BT31SjJOVy6KNAj)vSU+!QaykzpB3;kvsXryte7skkX#lq1bL zFy-A%ejIXi?%%?V@!L33ES;${-4&0Wk5>GvxH0}8jwEZ}lw)_%WBsEc{}%o)ek*4O zOKr-kJN>c5QT=}v{};c7Bf;7`h3QUwJa=U7MxjXjW{wz3e#)>rt9&Q{j0DfMpW$LUA(Zz%p9|3A)V*7hldZi~kuN9L{UA@6jy+K#K<0-MKj9BMNHFcqS+0|;Q4?fD$drD;IusU;C zDTZJaW6hSMrWdHA&sr?g35s)OiZNzOQIiYpqi~CAx|?E% znPRlrLe%KOr_sADBI(kKbEb+>W^+;Wh1${RmeI66g%DH4NVA!!{)IQA0WD2w1ckZ7 zig>f>sJ?~gqvu*m(%ck64l79oxGaHX;UC0_$Xt7N5m!C8C2{jvy`n+&&RIEicO;bL^*ypO*aMXu|e@A)E zB59Lyb4ETPX7s4~g_zNq=F!wLxez0tV6(xf>V>e;!RDq^f4R9sK3B~8quwrD9_?r@ zN!64KIph;$MvHpAaB;Mu`DW^*?3|%bpjltk%LR|oSIvH@WwIfLK9|kDM|u}6Igge! z8>J@7k_{RI;;3t-3)Z9A&C;nBhqDPw$40^bD^sOqtMnWF*SppV7BHjX&2#t3GDYY{ zXuV?%UN9W>Ywo(AD5HdK#H~}-au;-$9*(^?d#39AyCd7Dom@9zoA^MpK}&z~+n1a7 zrDf(0Dq_uAqS6;+M@^dj?)U8pIjHDo_9ZH1Vdtn;vp26UnmS$4#ZFp~7?o}|8ptIq zZ5fqnmb-7g$N9j}`T7r0|1SJBx{*JfvBVn@e4&}Ssx_3_!~|xt-m3(>w~2|(jEKx+ zrKtpz+tilX)K=Nlx~p|a+s^4^4V_VIsI&3dmo=-MH3WK9*?53PH?;<`4d+Pa+tX_C zuWdLdGg-qb0W~%pn@m=f71cV0n5)9@v!b@75XstEXH$sIyKIYevdqt@y^^vm(#zsE z+HjIp0vc>M4w)>P3M1T#dLom>R$(Zm5cPN2KC+@p10ZGVtC#iu9+8_utk`AitDE&c zg_yWMtMRN_e1pwTt*pjVYVjl+&ZJ5}l?~@?CTm88;d_tRpu%v;WEH3|>a3^jk-xt1?k-98X{I?36dGefqetdH58fq7x@o344dfe}gocj% z`rL3gT(VCi&2iwNv0-S{NYIz>_e!LUw4Kg+y)v!&)Wyc>bO0?V)=|%s)rpncm)_9Bi4NR4p31XGHJwxjQem zTPp`2^D(<^zbkp)?8*G%>SLj|MmBxfdT-mV&HHAZ^NXs@L*qtPJ~Qr8B$Fra)}bx( zs}F}pj7)rPyPG1pS##Dg|55d!(4djt&(H4KOD1c~I^=@~!G&T+nm>O`j+K~HEXT;l zRxe-uJxpyXPBxYBS1dP^kFH+0Ix_sJ=|(bFd{Uv@R6eqL=IYPkH%%9k>%{#P$`8w5 zt7crK4nJu+nj9-WDPL|PpH?jwdT8YG=bk%{c4(^Voshp@EiF|3pDXWp?kH2yvy#78 zEg7mYV)r@oj@%AS6}{u~cd8{q6-N$#4!zUAy-ZopQa-8r|BvI!lB~rNWrqyn0-~t% zCBs%t$w`~V1TsVDIRB{5`A5TsP5wzOqKPs?s5o3y`+WAWdXsfhvZ!Fs(7`yrsOI^U zVW}p~Bx}*cJ$y`k?AppabGWbRMY6L*x+34KK6-6&er&jzrhxrkV3v!TjOj@K2++$Xi1s8#T-v*Wh{7u-~VqTZvoeb~dV;*{|i! z?;m#kRC3E=Ysk(8NGK;QGXmtwLd$kOHtHrhIFzKy*pZ;3I^5+xhW2{u|fSA6Sw>2J5i?2#aEG~Z#P zq2u7o=?#DTGrE6WiIlm#jhc>)Z%OarnoHNSe0I*__ln;BjOmvwku_JgIjR%xJJ);o?WO4KwdD2Y zTWtQ+IqjR!yYnqE+IelsZ|0kA{?Pf`_g3%5x7(uktR??uzRBiyoxgl(y`nciqx#pB zNSe#q?9$Qq4eI^>_*qzQ&P2ujD!FcAeTrP^K3~(`M{f>Bnf!Wd?Zj^>n@j)j{k!+( zoApsrze=v1kW7&+-Q}y_8~A4UTKzA#)=WsGNS7-3YWKo#KE9Ds^?THN=&eOGbM5~1 zYFl>xS$fJhzE|O`X0-L%+~3qT@BE|mgzwGX4R1F`E3V!Do7$$Gzn2>NM)oeenU3mQ zlPjqvyK`5mo^Rk(d5~?yzQMR&7X#Q%(%xa<=hO|@PCi{rurTig6(*`{3POeFp+e?a zX2?=Ff)v_5vQO>w7FaD9^BX-z^3clS>JHRn%mb}#tL{NPCKS=i+3IH0BaSH&2y{i; z`HiE~)>x$)2SY~%omizgryd>sS%Fo0bK23Pj&D%&-5zkE#ud0k!xQFcIKg!q?r@_9 z47Y1|!+Z@#cu<2fFj{qCIpSqV^7N9YGK_itK7e}e9>6^R*p7Pc*^YVs`3S8%8pbm; z47+`a-{|dxp^;AAXuQ)qG|dS|3!K1q3r?Nrs8Wzfz&7|ISn}L7i+OIAK|Qy~V4iaE zXgId`#ZXr7hRDNzj%|5BgKd34n{9s@;c0GV@}LLFJmLcekNg-L+xZC{Q~HFB?K*^x zDIdbdet(9J?S6)h{o#&|?HR$w{!~E6_9|dw`xxlheg-ynzzQ8ZXoZa(>OjX-IxvwQ zoP<=JDFN?4EJT(*UPF|O+t6JuA5f0wM*Bp)fZ~JM)#-7cl9BvRr3m)vIx_z0F(O?L zb~LFkLd@#vh*$k{B(6RM$*-?Ou=;3Zygmz&M(-o4=qtnwy@Pn6&yYBjf#jp*2!`H7 z#!(g`jXgqCv0}swi$|2+7a-zJh#kZuvxAOkuxUrM1(dFPhynUi*m}G5VBMJW4{XeN z13Koi0UL7xdoMw?z+QM(I|raZiwrHm9|~h`0F0qUCfM?b=?;aZC;*|*Vu}P{1cjyU z17K(|bvtkw3QHpafzV z#Xvj~ffoR2NEKcUL?KIfCIAx9`cf!wuC~dL*1JGvCmhmXCmqseCmAEWv)h=wvk#Mb z7alTr7jm$%yiX{AjpZK#n-U$u#tNUI05ju>G+Xl?D>O4$3 zUJDl=-wPK9&yHP{`idM}vLBU7LN< zU5j1sPGX;R*JSfNi0nQO2q3eE!Nv!}qa^n9D3N_tL4*CXp21rN+oT+mX7c_QpUhhu z&)}VoLwFMLOx_0bWZqdb2G7C_;mMdYd0QHi0S0e-1H!Yzn7kco$-JFv3;;Px`VTG+ zR)J@4<+=K|Yv{ed3U$6WgRI|sLCp8IkX~&BRPp`3M}CCx^d2#JdY6-V;58F~@J?K2@=mlR^G>xfd8bIpJQEUw$0Q*< zGZK?$QJf4gc$bP1fXVwe5bV$s$mH41GI+K!$vj6G8`HRjhJSSUf~p0)N6iCT0TlHP z=mKic_<$BPFyK>yykY|Zs%SU@F&ox#3=|trLd?#+kafEY#BAIKDK=dKh!C^sDj*Fh zHk$#e5VP3}nrw|nq=yTDG{kJU8i+#ThBJYC2sZo@!JZl~*)YtWA=2(qh?#pP@Ch|~ z{RMcB!mnFVnCJz+vw{I{7`Ji+C~&`(3*ZF{tegQKcul7R;0DWeUI9GeJ)KT~I}CNg z@TqQZSP$%|VbbXZc)-?r4zM+o$bJoWVtcJbVpl0?0z`JL5(JRhSgHn~&HkLK1(4X? zshR+h{XG>DFtS1*X3siEk$)0e{IM4*G_)cKLbJ9(g(_A=_Aho2d%Yc*eS@#TF6-6? zwAkBvNNlAZO@PSW+XDe)w(3z0K$}fGss)hP25mnh)6kzj16MDugY8aTa)ayAwb*=h z5}?WMR|f@pmdX2(goLF2RfgEoZXoS47a6<-OGH?*JS&@W!`dXr%ewO_K4kx@|yuuqkQMFkdDc1sv7F|4ciX(Z1I?gE)7bc+< za4{MN+gVolzzGqX(${wmj0VtXFR`PuOP)nPgAH@dUJyQ3Nr#Oe2bWDf7dXL2G~ZP= zZN)D_mi%vstw~*%BEtf^K3At31XWGCws$+g{BAcmp!-{it5mlWJlGAxqut+2Tm{`; za7p)QiK966=hE1lTWFMgH>!X{2~q?yYu{KjHhExH``c@Xu;Bco%rB}@EQ0{+iV_D?>zdN0d{ z8+M9MKr+|%K#FtD9D`1QNYNiHsBS{rs=v_pWXwp=FvQ~x3Rj~(G31PzxqjIv+5&~~ zLmX+fC9JoLm9dc*@dgvz{-U7|^3l1Lv9^KiY z7WhmLaKI{QKRUtMUQ$LXIQlU)=^re ztnpyaF8gE0IvQ`46`;W~=V5(`TDVeTFI-8;fkgxgv@1>v>Rj}P6h#{#YmqU;6di&( zMc`z-qySkjg@QCoK%GlQkmB+_$a)!un9JLt&gILHqL>7M_oG5gu^MC-;|)c|*g?#? zU($CM#O&rbO89@7>o?f(b7@|diw1AvV)L8!p~0K?Ve^|=Xz&&mHopZ%gXKUorZy-V z{d(@7sio4b+p#gtBoS#$!?LAp^q0b#a=rwo<|d)BhDG4lJR(fi6cfZX@dVj-1&G&R z8cj82qhz%*`CTUA)Vq5G%Xcq@?|Hu2>9XLj>iVle7e-dC)SMIazdbO!GDK)YY=sTM%$mw&1Wkoy%W8i01c zGDQm@_3xo*0>u9P6bK;qs|;%aq<-~bV!t{;qaXUnm_{}t)69*`X(l~+Iu)FUQt8Na zI-NP4ZkjxuY03bQ>10m0U*DD6VbSo8^Zlf}%+h!QkUp6LBf4PDMd)-6< zEZEx!4fZ#}=DoS-ybq{xAMn`wf*SV)kG&tLaX%QH_lL20{{eJ9U;vvB*pALqw`23v zN9g?3N7($;%jkUIWo$mM4V@2a!{&oX=zK5{efg*zaIRq#p(9Yce zatP_?9s;ikoO5wN6@h;)2FNCe&m{tEg0e*{kVi1IU;-5cdy6EXgg~<>B+#0#5z;N% z=#6e4=zO;?zJGLgWEr2I6OEQ z{1h#HxB=C9v;ix9bRJGIsfD{t_QE?&b6^`&3S`dGg1lM&P&{h`RKPNZ8d!&*36?t~ zldB-OUH_4eKYdH@eA-O!fBKO=`jkf(JgucKKK)Ez^9-X)J?o~+J*%fHKI^3KdDc!> zaeqUH4ta2uh*!9~iJsiOL?`Y+qB~cW2y-=w-drNlk$Z$l;TjNKxW|ZI+-{;Xw~y$- z{Z4e{4ikO2x;d)(#4M4&BYY%wqh49 zq1cP7RP4;%UF^Z#TkOg`SnR`94RqjY2D)*HfmgUk0zJ6~tn?oN&IL3`?bWZ4`K#lQ z_p1klQ~$msSpIvP;QH@VLeRe*^mky(#ro%6bo_Y@z4Lhsz5n?qbfB~Yoh{{}5@kK; z_OiF=zOrVNRQ3@yD&wJ-%W6@$>@ylz23`Y}b)%2U>QPo%Ct6(Aj&eiZplwGyV1fP> zcv0UIUSr?{OBuMsat1K0Xy6U+F>r)c3@9*U-~#Izc)=$OoM96K5BP$CD{O7x13Ona zz#dhg1*p0LhgEsPF;z}Sc}`5;l|qCE7czNnKFK_HABLZk7vksa#q_%}p6ur`&hUfB z5kJ>)rk|TqvL8i>;peV|_<1NX{XB=yL{`hE(y9rAm!k-Cmoo{HmY?Xcd0*&>dGG1W zyjFU)iWm3uC78>**?}wk?8aUCe1-c< zn$y!4d!lc^X6`A0}n?VcsSZTxVuRX+`W&8{aY2a`nM~R`gbU5_A4k7 z`*$ir{ks&&?Dc6HZ0R&@_U1IuRHl*Ggf!4prV-h@(?C<1MrI$h15Kr!He1sUG?jKF z_7OWxwt*dyeGD|ECqYwsrbmNq)}zg~=+R!q0f?cgb#;?X8(t+8CYG5K_7RW}t0%MW5z&s>BkcnV{707sC z5+WT`f~W=+B4%^f5U-#%lpFQ|Z43K?4uri&XTw@iiEtF%9^QrS3$H;*;Vr09_$Tyo zcn1oHbJ4)?HuPqA1Ntbu2W5r7MT^6mQEvE0v@M*64usdDv*Djni3kkc9??zr@OwuO z@Wbh0e)aSizfO9rALw!X+UfOvjda|PPw$+5L+_t%qK{60pbMtI(D8rIHblg2%?*em zxCVTp7nZ%J^EH>gb+wmFAHAIHr)>!?+Xvd2ezDpNKSPos&wl^mhgRtPX=^O_OeZ>j zrV|S`t^j-eR$##*3Zp`!*iYC%G`cflq(18KS_kc zpIm?|pWv|Q2{a&g_8Gx`B!%EJQc0kVL=zH5vIyxT_X&j~uLzuxJA}rOX9WHTgD^Q# zP7sgWB*>1k2+E_622ZJ=yfXs>RN<72e83CdnK=&F!YP^EKoz_*YYp%(WZt|RaD?KUHv<+> zL$fB}2g$Uo2hKp|VB2`}777&KLID1S8d{D3A&?Bd4mb&!<9h)YC?4MiT!I>KB5)Ow zX_W@dAoEsLzzd3RRRV0GhE@Y00+RW>1~>tkgB`ccKRZM5mkd7JuX(HN!7a0L0Nl85 z8Cv}gs-*ras+s_?-_4BaSM&(+D}KcED+UjF>176h_?2H~`jxjO`&G6v{VGYxe$^xf zfcU*3G5y{YC;QbDGXTWzeKFJTeIVk;4P^RpXBmDUWRm?pfR@eW77AcG@F^6)bX@CD z0Ml{Xj{=wuB^M30&P``5F3QkGpA*RAm3#@y@o0kOcordO{66rCkTiY=ct$80X8`4d z_VJqli!e9-2q-4VPs9TS1oA{0P))F$hypSRK@<0YmxQE(L!#I61p$zE_piWlsG$1+ zq22o>Vb1$D@RT6$(?O3dLFvqrE}({fJ>bI74B_)n|l?rZqMTuBK2!P{nzvZp#I+_0-*li z;Q$2dzh?shaOHaeAO-8!#sVgAWoKX~SoLgHX>f1t37XM*ankKz1V`z&a>xKSnXwn4i_F9AfzZuBZ34W*5m0jf~Xs289F?HaQM3?RF)2w)AAHg*EoBe+fOq?4`B z&b1eoE@P#yq);8U6jsW<0PpOmg>5?a!YLg&a90O-4vuR<1rz>I!^8$?V!{}bnLGrk zO}azolM0acWGECrDFMcez}P-827|HfVC*s&BSGdXRa1hSA$I3;{euoR{c zT!oc{AYnA&mM{y9-v{Hb!1x_7{tS#Wz<4W;nYF_!Ezyu z;JQ#v2wI3D+*-&4WB0(=OTwx0w7$VkojyzlmqJT%DNLvR0^BuP3-27;3)_t4z$s%C z$a_``n)vAt$;@tm)Mkw#^I6d3&4MOxP61Mz3x&+*B%p#>BdB3^A2<$!1fyd^qi(lCXSQ2mRQV2cM!o~1 z?kGoRc9dgOLMS#vkU*&lui#MW6L9(FcksgIJ+SVUY&dj_GhDu;Z>v9tCSE zf;E|7O>3}bCshRGf@~Aqp@;+pC^aDzs!EW6 zx)Y3`rG$Nu(p}J&-`x(`-n|S(+$BM&cLSlSyJ}GPU2kaVt{tRw?-$76-gBhj!(F8M z!waP0!+%K6hbPFyhh${=Ln$Kj@jBALeT?*QA0QLlB4n9MM`Y@rBfIKS5Vg8Wek#%>F__}9ES{(x^s4GXR>uw?qbu6T(?h!IkSBxyz#UnBw3XokN z(h#)|)yUBgQHc46OvLWPJ;eLNOC<8Y$c}Vc^C3-K?w|&~?VvU;e+C(*Z)Fb0JxCso zf4~?{c#Kg`e?n(Yf5NC|4xuw=4q;T|XXuRaGmL8Dj?S2jU{q5DbjDNxqna_$88Ze( zg{{yT*b1Y%cAzt^9T?TE9G!71$EXxg0u)dJ?w|ySpah7Z1c;ynNT38rpae*u1W2F+ z$e;wspajUE1jwKSbU+E{fD+IFC7=UJ;0P#zBPMY9k$QOHhzhK$n+J#Ldcftnqws>R zBCM;&ghTbL;c~rBctKAO*43|oL-oVpa{WbkL0=NqHMj+b8k~a54eHI-=ChLAIZdLP+N`flsC?Prm@~P4%9(n(7_&V&zkmttnOAA@Me8)bpgCsa1_{u_?=y%1gg;`C@kdq~IKxUC(8ANK zNPs4uWkm!aoMlDESsfbqvkq-Q3oqy(0h;)$4k7^I#T{h4SXTot*VP8J@M>KWUfsf8 z3Q=20z-5qt%OC-lK?3r=n95eXH zdA821LR%jeyW4?P((T5o=)S_@bbGSibvv=@y4_jz-7u@M+na@VyRh23y;z;y9xT3r z1FJukhzoXU;Xikg@VQ-@xNsK{U)%-ZOS{OpI86ipC0!d|ldgrYODExy>6-ZZbRsU5 z4&l=2WL(x>1K(_~jVoAd;k&F!fF}NjH4%XDeb!`rU#A9ss8buz!qqxS_~Fiw;*zN# zlQ38TmW)(nz_(xq*gaCgwGLSL*RZ|Z`V$$~SJA-#Qqji$GC?R=+nAKBhsl)34;hrl zIhZ#72?a3i)G6u`7Q%TWN+ z?g|AYQ0?wlFvI%8cHYF=SSC2ylnu zsuX}w2&<9+j3DXieEMa832;BP|NI`D)Rszuot2Ya{k8pcm0e6sr-e&*VQ=iEuO1`V*YNuQ(aE*1-z@-2e_k zX78PVEl}M1^FR>-J0Zf)Ag1H?HrVRUL*NqJapyBYgsozK0@83tY#abifpiQ|g*)i^ z1BT$Vhr4-_anCU=fQ0*w5%Ci{HE@5FLD7>z04BvCJ{e$84C4`iNjYYo3@|7s%n^Wj z*6JQ?b&m~q+zS8%u+@DjAQtYpZvxcAR*5PDVP(shJRqUI0~HH1K7=`G3<{3&oq%;3w$=s zW@A9NDVtpnbeg_nw}TfZe2!nhY?iiT zwXX$3oAWhG+of8NrR}w=`~a3b2|h6FLo65&XCzD8XIJ$B)nxk!3oC8$>`BT;5hJ$c zRmiujBB$ll*p_F)Aa!Gp0e;1SeC8>2W5oeJ=YSVO+?!S8vivT#r8s0PtH?QW{3NAa zR36)sCQMK>UL2T?ZHW>ls2krJXt#e5kJ7fJieH9&{p0LT(X^_rI9!l^a?svkSuiA$ z!V;T>xv0;74V*6``DS5KvRF%3d|q&ox=ax$W((9I@g?f=_W=%gr)Q16QYtM+Xx1#W zM8x}a#qI)TwxCe6@$W%BQzt%b*RlkkLYP5fRr5l`%f@Q2-GJjp-)0sz7I=Dllqv z7&a3viBeS=2j4vMv+SYPy|H+g5`^ zSAsiMgPE(rc`LzQtHDZ;L2vi!1Xq@9rTxkznbk>-E0c7et=vN0%B0h;!G{AJ5}3KI zl?(1uO$WG{2U@tIT0tBL+PgCTq}BA6j@QxQ&Fw1@KUN|xS}1}w4|zE6cRhE>3#|EU zHJrE_-eW3Tp1HClv2A4nYh^;K&B_ET_mv4AD-+!FR@NVfLtAWDCv}?ImzS(el3u+Z zo+~j5&sJjIt&F=pUKxv9UGU|~g4%W~3+_W_p6y?`7flyeCV+Y}wP6N@gcOnkID=?=1M)_rB7)#|+&U7e7GWtOUD1T?x)#4bEQ)e!Uu8Q2r%TzSUMLq)rH{IV9%9c z#%i!&H8^u6SamfxXC=63b>+*e!R{-;R;$6ItHIeT!CtGu`K!UJD+jIyd#?m{tOhTx z1P^7b1S_@G+C9z4F8`vkjcOwwmJ>}S%^I)!o*q|q{@6NK=faEU`gmaMfvzGLyVJ-8 z!S~rOEe}1J@f>@&!8kq6_WUsySLdXQ=Y+g3d$(QmBL$vWcPVY<@TJwmKUWV2tQ`Kl z8ZEtgxPRp^=&d7qJXujaPOKX}?yTEAFe|Rdn{}_ph4rw<3%uy_V5J^)U}dHe@$<@B z_(f$Bepy))Pg5r18OjizrA)>jr)%IW&{{qLt>rV&T0RG@WdUd{Ux3!~6=*GsKxGgjd>YHl7^hxL5Dj6%z&EcjSdkb)!L!V_HH34Hq>GiAvCw^KPeTVn`H( zN;L~78I!RMv_?_SkZ2BzZ5Apg^W{^;nZhM-+LZ+_vy$%bk1FcoORanx0KNq$+@gNa z>HVmMt$yr<89#F1jvo{#PN)Ut3;iKXxB(g$8bi_xhalAjcgSo(0rFZ1h2j<@p!@|R z2wT_(jW58E^x}3%b@4J}wn&1!76YNUMKvgY(Hp`R?F3uRLIsLaF|P(Vhc+r`iLW{~ zy$C7SaCVi z%dN8@_jYs7*x;6xf1VKU))oIM2&FFH7-$5!G^_`gt)1Cohd>bkXeMe4dWcKPYL@xwcZGu8wQ4riPQXdlkl6EHw+dKq%< ze}aIe$|35x>X0ewxhSD%IOBN0EcM){@ILCfm%?qiF~(?6n#>`hY^sbgb5d97A{^HwPkc^zl7Wk0F zk2XNrpKhPR?awq72|+Y8F!yLJ z#sJX+=%mVe2ARY8)9tM&>VC#a!TB>y_k}TgK{jO{uFX$2wAoVRZl|{13Zgy!)2&-n zviF$cK*FQ7UJT2XvZEc=6?+NlvITriu`PAEV&L;i*`Y zy9{7MqIztlHLDTj42e`Qdyv;pmD^S_x;!NEK<#fgaC$`G#ud>{kV}RbY%j4-(4GY{ zN;A+EZx4vDKbI#QsLmh>0v4k?u*OlT5iRn}x~t4|zI>}k8!C#8IMzR4KO)7@5c}IVJuWL#cl#t#i8zK2$j`0AlI>gM zwLQFtr5KRd-5ykE`$F_~l+z;*Ds)`RN{injU*x$QSDmp<;4`}}pV7Gx-G*{L%NKbs z+ed($S}#VEu<>T0526PWOX7o+#g{?4V%q>q>T=kCDRp^qpfg)wsKEzM=gcxaUGbg( z(6!bLB+aJ&eJ`Mp_Fsb`ze_Qd7A3Sa z09n*AQo5eMCBM9C({5(mJXg92yub!JTEpo4B)8|p!~HkI9cJESXKBS_2=7-}b-8l+u`^k2zm z?j}-XH763}tGeuul@lWl%2L}9RM7(=p;;);Q~@tRG!4N+b6&vC5}akybalmA0jn=b z(m@&4h{jeb)DS!r56i%iyC48O-8K1JQ)yK~P~tus?cjBXTLF0Df3yLA|G*Z4$3k@= z6r2n(aGo0kC&6^^s=~ZIN4rKallS=4lwTP~yl3rq(cCdWsXy9k-Db}e)f4DJs`rt4)p9X&NSjx?q=U(#1z>_QUl=hjsz z1*NnnaMX1UrWtB$1Pdda$Fjp-A#dY*l*2mPdkz>Bmh_8+_E?o%lK9K$SLLt?TOKNu zca_lMrFovE@xS{BPLYib4ZqMFGdLxqZJi;mY3=-W-o2_aGWah5M|&~#cY`v4Ggkx8 zRvF|REBRbFSjJb*X&vogdH3YIL~X8@J|6 zyy{ez+HaM9%SSwP$6hS9@ncT>{9Ym`C|#1X>@v6YW7^GJP^++wtW7YSzSCLsAl;8Q z&MYilqN{itE`kGow2@bxg;if?M+-{3X|>}~D&8E?olZ`#KsKp+F6(#OfZEO}*Tc3{ zBl7mtX1P256F2n5K_N-g-}$9&=C)iBxwh7o%9^L|vJW>J{t6vZIhy_BD->!xO}Ml* zy%~>feDZ3Z{tSG|oTuBJ3pe6i3^xkmC$@}FOij6}RGUc--qv>=9yzliMRpnedBP}KCt(=z3Z&#uT!oAHE;fceTTkz zEsqX{qffgEr@tj_q|Q9Fd`uHdxt{JAx@!O8*1XiRO}&r!R<3{hmGH%@mR-yJD&A-3 z0|UguL__BHC322ROO?oe(2PQvlXAWIp?$Mxbh(LN$C)@GYcO*TegY*9f1>8FyOEi) z_{_8b`G%ZDwUi1~D0zZo(9P4lTcz;@4?49Vvz(EBHc2q=mDUWYFNTCJ*flqI;tv~A zCdYPsc--h}7r7g6N6zqjXqkm7-FVW(*u;*pArzLtQ^QZ+2D{u;;4w-OL01l$_aq8< z@ozmBx^4(~GhPVQZ2V&?Qe7}_Xb^(Wc!_>hiV3=;FM6aj+|wmlE)|hlwKNEc$K}Dj zoJ|=WisK(nJwm=)HTp?!DUa%UQ+K(pM4TR(F&JK6Xvmy6y%CJ*_{m4z?*rg!(U6V6Piu;zB^Mw9W(+8_JlcV;9=l7 z^w!i>tQ28Th>A+^$&sOo>?Fx}S#-D>Robt79bZ}lo*mm3ZL0yzas)gOa%`5_nmR zLHfk$!ARI%QT$Wydv2r6vWnfTKwqShI@;IRswDD^K?Gp$!^H;KE4pF2p?J`&Y@mTC z_s?#><#2fFo8kD8^oE%$6;RCZE!xxNw^Ub}eQ|c~WO#YD`VxPczWim6Nc=-!`M6(P z%E^TSj&^G%mmLh!+Lm(iWPEyCcXOB?$D36+dObi{T@>%M486i2*NUA}z5*SKMz{`%byj^6dAtg!d(eS8K;kYdu!#po@P{TQH&U#9h8+R9z6QjXdZ{zB21(y-`|A|+6?bE5DAi|%5J68hF;mv z?VnG1)HtqIG5PN&0~xP}UMC7gBLu_TGT~3<`GQ^BeozHlr*7UI_`G5HY%pW)y-FHa z%-fdkBofB86v94*k;}af;@*!ZLq~5!S+kc2-h4(_>3$zn3G9G;Q!$5As+oH^T$=XT zzSe%OCAKHE!sdhNk5O*P8MC7&$?B>RmI(`=8l26SiBsai^>)h>KRl~lrV8XY&ZdXi z1=aO_3|kT)N0+lIe}*XWP^G1qpsL3KFI<1`3|SO5^fVYBRs5EBD)({Pg_gGmhu>ak z`E;ozxA49Y6#rIlDvL}`QtL7|OoEK+5_Bq8j+!R3z%WSp( z!0DP&Kh!dwo3o6s2I;604Xw(*H@6tgEG;EGYDu`4Cff1z=-#Tkx)+Q?_k7Oscx=*s z`stS8jxEFM+KoBk`9*&DRPpPU4}{^@u8(g+EsBk&vGy}1Hv3g=_D4+VKCQkOy1Vwj z^TXSp$px95g^!T;cN^9vHRYV@+T+!=r<;~Q^-Y*@pjHU&h98CH#KgA5RGwelJ=}5Y zz$=OFcPg>wk_NYEnmS4|HTbcT+~|c1$0VO-NM1PB80p!>tCR53Ck-vvNhs;74ZW>f zN0gWBKEJbQa|Dex6CwC~ti(pC$p30nZlO#^sqRpEq0F<&eM3ju*N#6}Yx`9tzg?o+ z->d2E)nl@D@~t)sR1?ZM!A~$rSvw%2$)H`5$lpY*mp=AT=~(0NZ|*e8xki(i%XSJg z!$}fE&f%d)N$aFjq{>Han%;&s#f%I=o0UhgJO zq{`4K{s#BztyC#{f^aTFQf!bCezEtgLkB;S&xb``-$uH~kyH05?vpKvcnc&Nzf8N} zGGTpUVv=u78~(PwrZ8yk3RF^keQ=J<`4*xc-j^STWLhf*cWk#WBn$r4Q9dR_nVsQZ zeXaL(;>hAl{!~KM{e;8Ivqx!*cRBe}pZ%+~8eEaeKmKbp55txw_e zt0#RL!ETCI_dWJJ9(wY4IkdY6I?kX;S`3;}DrDb$WODU)7=%L9DUGLew^_Ycrc~(~JwQI)G zzm80F{PEvEo6cF<>J@A_^WuM`bBzC@W9_Knou`u7R3+YSZk_LJ|vxg~Fr#HWxkt1mpk`X7_5t>mYsT-V;Cm9-?ks#SH`=)G{PU9N+Pydq@^{lb{ zq$6uH8P%C8Fb{0dt6ej9WH7ZaYB5!CbSS0d%MqWa0X-oNA@Vwd5w%AqJsO1DLmX~P z_FQc!`Lt$IZ*Z~c2>;ZsfA(7&Oud$r3G0;~)E~HUTD^7ZI9>j0Rj=Uq8>zU;yZtxx z)r)41tEd-EAD2|8P9IlSpP8=V+3B=P4Tkh>QMVbn!4GrHke3K?d?H_vc&0(PPj8U< z^+s5wM)wiEsk(meja!vdPvmzAYUF-AkWZVfVcP{a2-EJQPCjjwQa{44`$PTk&zcSD zm4o5Rc~w(Uf{5^MH?F=q)5Y)8oUlE;ao*{T@|rlO-}g)CzW*y}$I!MlRnEO*JBAe3 z4A%Z7-ckCegj#G=y|Y8c#`vgA&58Gkdd=U=)yr_Bi7WT?PJT1rScYq5>ZMyc^%4j5 zV^ai&Z~N^(-!&{3)bc*{kl+5(T_0tFvfib>@!hZ9bx>ucTh#2_h9F^|GRfD zr~WyNCfu-e>QfyoHMvq2FgEApm>=+5`sE9YqXF?{d$-Tl9={Qw9~%?zcUM`msy`#W zYnNo=*It=2NM_=848?ECbEm#~z*h&0ot4`pO;Y*~C&WB#c-fPf@I6-N%hw)b?yYZi zC(?s;_U|&Pdv|qO;mpqyhK5_``?eU`>`Pj7%utqC>{B!B>c6!p(!gZ}q8D#u z3x$rE%8wQt%briYtBCw(e5X%#!1KnG!s&Hyl&|S}N89{QEl95USB*WJj28ngaJq`r z$*=3(-wpkJ!1Q|OmcH4)gAZ?p_tpg6K9}~}tt}@K_C@`9`fT*&Gk4S1a!jJ%p3%@< z&)xU7^v@mXYvoevlK&XITKMPN(K9b}*ONZV-?xxo?(O;{|M_a}wyra4bb5O_Bs1+c zX+<~v`CG^_x5=*lZEGD(H*wcFW`z|FhDR0%gdxX*4L?kuy8GbDhtoGz5*<%#nVQ}_ z^6D_*(f)U*KEBv@WagiyL+d&o|JArvM`c|@z^-j~&S(6&&hB(n(uH1Z>z8}K>RoUs zTs&}ZgV%*j`$IN&HzeiOs6NeXg~(B;*{*;KPr7Cfk}2*bO!(o3?@!O&+aP(q&*9L{ z%_U>ihoz62#Vk=Wiw*`^1_hCWf-D2)?!E2)+}VwFc0a86-Jqy*_J3u^CGJ$Piz`Oi z6`g{-;i=G2x1{czS2f+6$x1yYvf~d%C+?0;+^oL0YxKWKx0&~N_Aw%tnbtG$*#{QDR- z2OebE1b^wy-zN`ORN&ugOeVaw%cepLm>K^w3Fv;mHdwvg?DREanfD*RdZJh5HudJ& zkf;Cm%s(@PeODpmoQmwo;IV#vw|kOaKf07MyHhhV!*=PXNS+;di#Lp>eT>-?GBLq9 z_fV2(^_O6KQ`S0DpT3EGQuS7)70-`9v>x!1u3sq2*G!(>`8-S}{^(%5)G>NREb4hW zUHS++^W#{Pxvq1!(gpaP8N08TH-&qiW~>lLs||(^YpT!doZCQ>cW<~cRJMsMzh&TfRs|za?Mhjm>)>%H==GRQX_xIw zU3nu^I{(RXgYD1{7X80#o*!+*XGs^E&uVBxFR#ej`?619lUOH~I zSNqxZ6k|8*_2Vj;0eh(rMaDyR>kU*gE%(k8To*o^qU@y}*|6@EBiACh_rP=A4Po)e za|Dfkbq-%OOZ#?+{0|o$Z?zQ;6$Dc)f7sftGs$x}x$XJ0XxV2DUfaUYuVbdPdj?wG zxO`*bsU7_v`eC}!4kb-pXX@Lbo6WM>|8xG`Xft;+JsjG{u-NLTzu6JJqtSM9$KMLW z_l&$BHnGJQf zwcP(ESbV*$)$uoBJc~YSVdOfz-DM_0OX3uP{5RpG1@}S&%_mN4_9S63o4&@v`ylp2 z&g;tGib`2=S#JGtZqAgVm#EN3-{^7OlRi!NQ2LI9%~LzB>Kom!`z@4C+U5MBu9WAz zHH5xjpX;CS@{@Drq-M3>(fD?^e&UZRBU+*67Z3WJ!b!XS$iei|#Hxu_Pr6b%BQQ6o z`{QM&xUqk-eV!|&Pwm`&<7HrY%gX}|2W~?HT!Q+0g5WD%=*PXI>acmW>@)AtH(FbRS0XY-U|{*sa2@Cdnl zG42nJUoOAYWMW!zP8dgs>_5YqF5(}URTPN8sz2A#KU}le&8%3+@bqyE~Wn z`%eA;ckaFC)HzkF_EhiLQr)X%t<_KO-gp($7BntkT8~BM@DdOiG|p^#jz#AG5;li| zSPXJD?qZ8mwlwV`qu`5r30p!z7^m|HW}A1A@GZY48$^X+dF$$+#o%X|2NLs1G4?m#k`vpJbXpWtv~Q z%-m1Ek8XTB!+JxRmt9H7SXqb!OA+9b5T9bP!9;$e2smOw_0$~Cep_MJ$BI+7OCcNz zsQ>i}^lq$}NQf{Lu#`8>VqK3-aS#e9${QEAcEhHS3W1g9@v~Ydp@UT4o4bz95(+i; z&%8%u<{8Y3d|{z9&C#3n4Ou5c5Lj78(3f!)fVX7jwT#rhS#n`g$+dI4y`b?b^qMW74vwF8cN- zrO_nl-pxEG&P;N?D=(kFF<;})*tYji{<`LxqUQHG<82M&?G59t4gAms=Yk@M2dnc# z2fkm{BEMF@Kpqqr0}Gsy3g(Ln<~s`JOA3g-cyvh2CM4!w12C!q8`FS+ATb62a=}F~ zm>&SHK@b%lhEazDRz4s?KA79)^FzkGTE=F-Sle?7b)-mz!Sb_viGix0CPeR z+YAEt+%qe$xni$5vEy2en_A~{OT_HpNUmK@y!eVWJK7m2dXw_Oa@G%#aRYOqa(QWpHo($Cx_?|K)OcR&~XxZjV0hffU#ysfm?7lnVfncM$Hm1Bf!`> zwEg+(c}j;R;C;HYM*7J;0OAFy@q^U-4XN>locsnL-~dD_2ymbZSZ9G;us{x25cjHp zZWi->7V||GM5QWBDl=wX6|lo%{+q=d$%5!rMK_4?F^CatA`>^jX`~QtqR=n^wHSbs zDgX}^fY1s+Zv|jlhtaAmzG;fAZYqu5UN8eFIPW0XVlOz7n!W%cZK51(qFiwlo%T2P zdjiz}BTo=`=3x6J8^6}c*@nsMfT9zG8pN-t#;VBKzUb_%c~Gx;Fjn2Zg~-N#!!UpG z8<(hU66FpO@ZiE&w`k2aHvwI=)(6(}h|VWdQWqqi$4R@yW^q0YfUuus5EMNCibiUZ z)9J$Bku%8-fXW6yW-hAD{I!c@M!*R$lC@}el3*yiPvFw6y-Wt79 zX+E)UK509%;$Roue7o{wfCMZXBeL27-Nxp>jLjE~5r^&h-uc{hjHYU@sF%OdJ%L_N zkO1Op_(H6vKk_-MzB1?pn~q));J9ILMlvW!5IXw>6g$!-guG+o75!Gw_sxtE{ep{1 z!r5*bEVnse zFu_mL@~ao|{rDq;8~lZ5$W}Sdb~Z|rMOOv6lL@-YXwdyFeF~6*{5xQm1stQyo!m_7Wg)9+sQoszr zA{mDn7~lD|r*5Ri%BrVFMK1$$P+;vrOYUM>6E*%8r zkK+pvuLWnQYks=V&kkcC2VF`k88gqV@YaFhR^dv5K-c76xJpL0ljC_WRzO(nBYI^HWw^nK2@ruFSWvVdL`QqEi7I9YU&{gtP?<}2dT6_0iw zhe`Eau^BQ8JxfmGKiSxQz)yPnjMzQ*Fn z%j{e0lZFq3OjRW36=-$Yfw{VzLJx-Ro*vqS5IRvT^pD+dG@Me0VnXhwczwS-)PA#m z?#T;%g|et|A2xcdp+XdurPG40OFYp?hl^j*DF?gW)I?1)Z`OiGCLWmD%L1l+bb(d7 zZ!gMvq{*eL!bb?`2>Ux?sZ%rJQGC}`3J0va%$9*c$$%rAfgp^;e zGGVQs?=3kCQ}1xUQ)Za&o3qjjHU_P{hI-ZDSoSe}A9yiwTHf;S1NP$?VlQd5sHwrU z%$K}ByP9e_(L9Q}z^92ml&V_!$+wgTnrryG4&}<>>Y8S<9QLZ=2PM^^N~zx3wIVWukQB zJomPQ9kf(gD7|hbdTGwP#=l!|W)s(bruA~Gt`+^PZrZ7m3SQW-5cbzqquJ0Y+wn}0 zKU-y=ItC-(XY12PYG-=xomTeD@fkN<8)!#+O7TIlJRg<)9M$rWgLrX+n3#?#2b7 zp7zUVWmCn5`TJPH>&9Qro*eFnnM(O`?DbskhuPYYBlfL+v1a|v{t!*C2I6J5@bFRu zFK2iYQu!vIINRRQ1B%fq@Yz{NILP}=blRi2+^1i$q zeyGB&a`K;2tnY~yI~+FxYB{ALMcKZERY<2d+B)4Db%;hl*y3N6-*bOV+q0HDzt%g|!fP#~^d@YFI?*me*< zkEx2A^izs0#Lgnyk73~@>@sM)qj9{VaU9Y(Ue-8nP?@A_ONnhq={Qh34|CbN;IySY z`XfS8%+dmlttp7DDUYpbi#-Xqg;WrNV!s1OcYadr7X;4)boiA-n=at%U>9=#(XcD=t7rAW`*~R6jz~^^~BpZ$-^94}c z$y0bkVj8DxlYpwVePrfIwuz+0G~TseHbldVDuty>=2y#q!|H$_r;7O2X}E#ixv`yL z-7;Cta$5CrTK#fb?K0G}U87~$%ej3VK?Ip$Mb88^W`fi*LF1XA=iQ^d{pwE6zar9y zVS|}Zhz6+S)T;43&1tU(qUa#MWkG#~3@H(l>p`~XK~CvO-mWcMR?b(-fx~zR#aV|A zXCF0+1=K$3}-?K7j-? z*Yt-2Edj*?S75=nMH$?fqp|m$l7bUoTp6G2J$|YFaZhwRx>g^GgVqrPZ(}mwo^9-p z?f=pqR#V9(QWCzl5+ufOfAX*x>9@jJG|E%Yq86(uI=Y1OiYbEcWfq8dHCKF3*$?H_ z_HjvzStZrlSDhRWkEAl5Fnp=U4RDSyrNGA*f{O-XpK;r_8V&~L1BGLElx*cBeq>LaNyn-zFcls5#L4Fh;}2TYrlBKoIX zDq@nx1$1EjUg>P2a9W&4Yp29ThNk|5kvpk=@2aCX3EV}JttIrUw?_wVTO{`ZSDtxi z0grRuytE$6eVt-QOGN1EU#veracxQ6l}WPJ;ck*8!Ld&hf)^;V9rLMQ7$=Hy)pOX_ zKs!BG+#gq}1oRy8rydWnp1_tB<*Dk0DkA+`r=mAXjRPJxfR1FN)9iaXN%y>1w ze@wpnNgnSM*l<_W9AEum8qjmAz!n__ia$=bPvPC*oa0zPQr_rz^n0F$CJp8&%u-_B zl`Zu(<2_@)@>#y!kod#OO}^)G$jqg|kdx7}J|@{&z?fwK_Y~tMagnP@DSnZ0(xPQ3 z31egQwEA9-CXsc6J)Jo)dCQ`aSh=K)j<;V@pRQ_PulCb&((hXBMN6<_?%Lrt^=V~! z!WB~XMsK>Gwf4QpfK{!2M_iRfnSH9`hQS>3Njxuk#vqCpOKPBN!P3X9IM^% zk8pBLtslP_`3YI2Pm~=LlUfqEN;K64n6xOAQiKwyY&eFQ)W0a%*>D~dLfld+6L_Tx zQqNQVM?nS~GLa54yQCZPbf$7zRvR++ZrC>K00ykdIT03ZDoKT@YuHkZdGpXQXO;BPSM zGwy8=&CyXJ1?RX-o-NMLjf0}675fQC8yM`VQnl)rgYU(evF?4jj~sMlb(%Ee zPh`saG(Og6nY8lT?k`jL8Li)uF3FjC%fyxO1OiGhs0~uptj&|BcMeSCo|Z4O6skW6IW!Ba{oCeaZZz~@HC{2>C7UyjiYMtgSQsRpr$?#r$u2K zYZ(&tMqwKM_U5Aq9B`u|GDv!wY@d8^+J4V=$7Hf+K(BL2T?vYJeZ8+grH zhY7wG87isir$P7nG%1~M^Mn$2x&Ko7gyt7z0~=oI!aBF-?Z)Wa3!1XH{gIO5CRiH` z&3ZiXgBvb4?S|~3NDguq-N6O{O~9bu4P=oC7*&?J{N;bVA^FbYrz9QzpveZm_lKPS zQW{jT0N7HT$+624-tpgB`%AQNQgzMGWHD?QtS##9kTh!X9Bjha$emJNV$kzwc)KH0 z29DUvTxI z1>q#-U9+$|vbC)z9iMABR1bj>{BLH1f1WpdGVq#w(Fl@Vc zVpGwg%nWir7Zii3%PSR7kPX3ckR&;Z`U7BP<%ocxXX7dW?okyyV!;t3`_SaN9anEWVz9bgf1CT_1Eo@#v_ci#RZPqgm$PrJ7dUv7>nXO2=Q-EaRbfq~hN+E=4%cgR-t znXPAe!q_`2+B<#noJJnG#ESNcFPluP*=%|JE}i84<9f8K^#_TcUD=oWAM!-|8T>?B z(P|?3_xko){@eNQ7nj^qyZeVt<|Ksd!UZWGqjmpgHYQ}Eb7xWvNno%^;JGLa&SIaN z(92M$6iOwTQ2NI)cy@BiHk9#qnA?%|!>}CAhi8}UQvmD3e}@k&ig8lyEW%901CwO>hh56v$Dh%tr?9)Esw84;(0l*+(Eqo3zu;-PB=7IjA47?{NOyfEWwnVu z=k}tE`Mc5*f2MyKTa*?MKbA}+_SVx~YW~R?;yDyoE9)@;yfF?)%GK5?i$itM<3JW` zf0qmUsDxX>JieZ+_dWF$rUJEMLSBJFMu9S_xK?dpjZnOy4G(ugvRev}AdVJAssNnD zxTPf1yc(z|bNDu$PBdpMHItq9V^4;Ho^HicBRipVYG;3Ht=#|g!mOjB4^q-I^d(7c zf~I5Sd>arAuA|6^>_Y=n#4eDQ#* z&2g^`KKm}uD=Nh4WCqPjk|3JQI*d%3whG+eNveJ+wJ|BY+f_(-#Vj|$WVHLA8DH!0 zypX;$+O=FcqkOO{BmKY7I9+x@v|Hlggw{yHzoSO~M;aecb%|bNX&SUhXV5|dn{^Kp z$z3`n+3;;>*2%qfa#F=L8C?Hy);9+^Pcz!+qc^zq83s2TyycgZKc9B^vC$5G(dW%o zO1DoKMLM1q+Q&PbHtfe`*BW%B(jr;sIN!Lu3rOkJWS1`-c<{}{>o^~yijoLS$j0;D z8RMZo6$TUL$dYH_%@p)PZCzQlva52_@xWpxGJ`j_;v+MoWg_5H82hG%PBtI7R`HBY zLOo61*~+HZl@%f6=@MB!xu|HYMfQg{0)G6{$z2Qj&&c*%N8kqn`aj{?%?5|hy<)^7 zFaCh+={HFZ@L=L;y(Hu4z?p!&l0{`38}Fc>x7@SkV-erRtZb3q#(e~T_Q#e}@sZ~G zoX?SN_C(dw=6ltSB<@<(juhGgLypJ(wog}c^ioK!9mXwq^MpE295&K(!h|Oo#U&gk z>Ak>z)U^L^srECT7EAKrZifALd)1i$%qwE-Fc}qOx~1m0q@2gQZam{tr10=li5=e5 zfqy0=2k6KdWG$hFjEojZG4UV%WxDkLJB#ToSA(G$>b@UolKYT~-d}R!t&ra7jLiSD zvUCP9PHW0j|CJfM$7ol#wVP%@MlSZ~@WW*LxiCIyPN+epIJ7$>bWn1R$}mtAa^v=J z_$*IZw@a<1OBFf?hrLg7?yXW8;Sxqo|0#DXT1^tpMgu!%ey;{h@co@jp74i@ zN&l@#sM;`{3A&Q4u|m#J0!d#Uk{_xPp=AFVKC35j_!}B$+*?KC^058A6E=ynt1o7M zofpzWV9pxhYQ^&n2Xm_pM=7WqvvX59%$2c?bwdkR2d}%DgnsQ|v-hrlv=nPj3oUXn zaHeDQ@Np#2g;bMJ{<9xddjyzL#&0|B`{7UcR`IlG{#Q8Ygg!9IDsi=$iLAsmQZTc} zm-~u>-(vfkfJh$a0o0bgGB77DLx{z&HlaX9hN=4iIE>9~5^VUg9Gh8p7ITJkvG2HX z0A0M#ini@36kZcRZrWF1O4#-^4UFF8Z;m5NVLfVcV{9d|UBAVOm3znt)slMJ zT(@l&U2Ds98c`J+{h1qfX4B&>B%drxG?H7ABRbjnrBX#q{-5(^(kV`l%3@c{S!WX( z-aP*6tCE&2&}CxLJ|rZNzOT?u(k(htk#z$a=4vpX9XBKJ2cy@IuLr~2kMFZLmtd*o zvWzh|`1kPNC5f*pn6v5#M|3f_3c_4JRm#v`{Ti0g&%kkH?Tzg3+{`{taOzMjsa5F_ zXSvG)>lS25R&7|^Fv;Y`sn-hNPXFu3;gPtZ;ee ztlTk1?t;|Qzj~T6mek?GueZpBWaMJsi#5?@>HamMBxT96%kF{+D;I@Ti2~osNx%1c zvJ(}}J5Y2%RZAfq^KEjz1VWC0h;sgLM)?=GO!B8ec<;WqF=Y#W7>OUcrC;-3e=?+{ zslaEx$gh`X5)Dd1A5)kfI7I(6{sK=ph!NLRt~YK%(Cje%xP>cqKyYm~{T)eGJeqR? zT|-@-8p)qzq5ilbF6%fn{RGD0+B|QP`q7YB{kZ4Az&_X34f~)s%RorC{zzRM&S*$k z-RhTSMc}YYrHuaZyOguG1f*mc9HBoV+<#;I)v{YqpHE(?&J;*8G#GNDU(JM_^0j+_ z%WFpb$yPrR&92V0-7f=;vewj-#4i#EeSUz=egT^$vU#Bh3e`Lv zA_be5C8~MvZk4ZT8loj91U59p&B4@7I*b0RRSR~DEi+JuDt@EG6+6ksnd|8ruPNi+ zOLBs{7>j2!;fkF4iX81O273yp+{8?%oR8*ND*0$i_-HElXsY;fO8G9e$=1i$PJFUGe6m~`z78={KliR#7L!4q8%2%{I0_;p6fpiCu@nl6 z!~m(|QCMPtR53ujcoY(N6s^d+P#8W2NJ`Ur>>8O@b76(J%LPdhy3THU&2Ib6itSa8 zZ&ho!&ysomg5G@7aQg+l`^Jy>cCt)hK1_g!W`w0M!VVc>IgGG;#ugy%b07EBaBX(Y zoHgh4_Dv?iX~VBQZ~FUyNLQ^*Y7t{``@m6EOzKXPwQ2%gFqw2tXXoKcfZr!DJyFEd z!xvXQ$y*7L!k$ffBT=kNO5G#T$LbZRK5)fRW!X_> z&QWE_aVYMtP@9E@uX1K|I9Kho&Sm;N1bjx5m}zN6rfEc`X+=6D?b{G-fk%(MzWRIt z*J00j!b=zX;j~}XDZ02qBqJ0grAaS;aYyI3gl|&hn23QS$2750Z|kUx$34y79}K}V z(!$@)`0~&~(UH?~)X+44agu9<(L2*gROMULGLr2@eOIxUlD*zC<&iu7$TU+GgT>g? zW36RYU&aTlW~?@OD*t5a>P{Lf&82UQvypo{3Wi!_6)AA>TWLv zKYRDMv)l_p51D2%xu+@x@19z#cmvbK{PwHYdePs+kiD%r&Nz{U8TsDdJa*m&Z1dby zL3vB#(HgRR@jDMAe_C`8m74?}J*hwBbZ!P7U$seOX*KkHTeACgB%Cq09e8^8_`4m3 z_t5_R3AA#ReMP=>Nxro&7^@v7((4k~;j4SsT;UQx!}@5ycv+{hd0#j1ATDX~i&kJn z+QQHY4!w`#-;Q%mJv$+fj7h~K{~W1ya#o7l7_0N}u;p}5SxR0J9dtp^xycae8dIfp z=vWxG$JCyzPdQR_@dp=kt0ux#V}T>{oCR~sCE`phS5gkoN-R(?%jBja%$2=YJaNsh z|Je25pdm)FA;6!8nte_3x5oe@71?V{8QKorK0PDWq|mM1{5I&Ww^QZFfX1ETsLa|{ zj`ZQm#+rFVWPqzIx>MQNsD2mrt%OnGLu-$>WmCzcN2$LEYqo{VFiPptvM%aZ?XoqV zRL>15eO=U!G87qh{MMhDmPSOHOcgBW6_}xRAIwytl`Kh9VO30qeGA-3Vfsdr>t80= z88aaP4XZcLtGiNWLXK>^10JZT%h23^(CJesG4@A?RBFW0qNU1pCku#S0RY`lwlo^F zI&H?7m(@1ayf0%t0 zk|e|ZJ^qOT_w0vRaNA*)RlMsxbM27$=&7~d8{9I;n(Q+nDZXXEX!5Z)b-el+>1?#V z7NLlJyA^XD_UAaL5A}rR*qd%O7(fF*d6$Fn#V0QrW8N#T0%P7cFBGH2hi(NGRr1&u z-;iC`H*X9TA;mY2DhjtqUk|>^IvYOjdKkH(aU0Ry&#L+(z9PBhhn;oSzMggT4>l=T z{Y!k*1;34#)@PLwzdW&mW_B~{%3!OddImL;xd%JmxOgp`jQ5vs_f~iiDTOzEAGWu# z^-j2su{9zb&v={RW}*+<%6H9>H*4#^c+qd9m6tuBk!F@bV%|kW_|C}9SD!T$UdfGc z`S#;9(&t!8+i^W<&P9*w$d&fKpL(IOSO1MPiMLsL+d=r7k&6SVtvkJgaQv(z1S4;G zqGP+$uVFrLFr2KI0F|HrFH+PFvg5vY5Hk4pU_AaYxt6|nRb)^ubRKYUuz(nP#ILR? z{!e76qOf-wI4Ul&62sz$Zd*{nY=rbG)iXT{w83d3M6D9Rm9%LHg&|&7V86l3s2Mg7L8`Yb-gt2&gB*ltcjz=ZZ}`s z*W0GV-um5hQ{(iW%a95?^;eH&4IdLpWo-Du-)5RzDzV}0HOEd|k|fw?=4;7%UW4M7 zg!+e6ckOz5q}Y4e2tN{R6Y;(q5t4wYaQ~WWnML zp+ITqAB@!2247m7lWs9u!=umzf4(^k&*Ej7VT?)t<1qZ3ThK$w=%uWQ%=wvYFfGqX zucb>fE&8olHSOVPuT%hZ6kqUxZxkQ<{y2k{aLsgGQarI-*4GyyV|1_e-&<3KvAl<4e~6~5$NF$b zx1n4`7lYXYrBlKA5Px>tJhHciw)Q|*j@`3K=l3S;m&I!qSr>sn$`OzKP9-?;`Tcxc z%Ab z>)h76q)x!J*_TL<_OJq9Fx#pDhD+Z`f9~))l(Hv`#YvXPs~A&qVq@iS!5_NQzvcOF za&#!%x%pEPHvU#mxnWv1_V4E7gtHd!XLyu{Ybd<1xmuERc`$scxtfJ^8rcIgyyhb9 zaEW~Rr;OJY9V`;sm-#;YY(*%tcC)%jTxeQQt4VS@2Lper8{z#4xjfkvw8@<(hn=?k z@@r!dHTP-}$)_r2i~2B|(e9zG)%GpZCD*Z!zQLeuT%rw~iMvOqJiy80Q%d)pOo9 zyH~l`_DSuM6DWQKjTUXo`DV8{7~1N-?pHUVQ}-6 z$4`RPVZfK*F&y*QE-2&iO?+UMuVUi)f1sm& zo+3X9eRMulDQz2Ja&oLqDy2CS(}-b}#rAxeb0sc~4LKrv1%AKG58Wm+^uwu?MxUVx z)#x)_aldRyGuE)^RT9Mx>-M0mtcwLc9Q}->#;g2LX19t zGDhpv?jA24104UanbHr@NQR+eO8}?fd^-Qq^S8bv&0t*mRxsYL#ByZnAIa(%V%!N} zjjtgB4E3{>?+fB7ZO%bLSPY;&M$iuhM85)JM*)$oVD4U^K|(%X@YpXHqi;pV%sLmi zVpN}M)C(^&!>KSMeq_Bum>BmK7Zc1AcRFx0cBYJXrtm{koK-8du5y=#&+PvHX;B`K zKu(mv=0|c~d2$0tjK2o#kqz-KNrT+7;3MVEI3Us*l1VH_>G+W{8Ukt+jgVbsWEU5GAc>?A`GN1(_22y*u9g6jSpRN0!XLW>c#(CG3K zH1(sSMT-HW!hD?V%q&sNwYsjk{=&+))?I*CIk;6hJWr+CQtJK@K_AGQhsDhUG#n7f zdD#6tEMy+W;9b^O18uC)UQT<D!R`GCd_C?b+E8d!k8gZcJ?+Ky7YDji`7F)AVkQ zJ!yKI|0yQrJD}(z#P!Gc=N49qc0y3dNAq_-_{GM_vaN}kDGI;CuunCAoVfg`;TzXW zvgT43TK4P!8vQtN|Jyp=*(E_kT_7RmRuPc0!A#zs_#vNac$ea!FcEr3e^_RxJtb_5 z4zm7^NfDf#F}Suha>k*h4C%+Hr}wXR0?5G?)NdVWsqBr3Ayx`(Y-DAn$%y z{>Iq)?l!TxcT^4c@7ct^snjsT!5<4La6pb%|yw^DwdskC_8B)FgV z=S8^%;mMd{A;!1E$3MxvZ2*q!3WDebYc{aw?JgQ@U~nOGpNtdJjFT-PgxO8> zkdmNM)-!WII;%S>_Gwg1d-R)vsNYV6%#w8?&`njerI1o;5`?k?lhn@v?yHKHPJrYo z!+Nw~B0?}>Ar=v#C<+RxQK7FQqL;$>;YC7@4sMPP=RgM>paazo`Iq~pR!?gUkNLkC zt-g)BeTx_Uwav#wtTqu)5HB+Ubt&NYD&YUSfZwB_=FiRbX*}$X5#-JYqLrt>_+`|# zY!PNDTQiRm%^f?F+ly^0T+MuJK&?0LdFm z`(iCw?ERyn)U`FAO-3D;dz~lqtG24(kHb5VIK&&U=?5t!9unora6C^nI|JEmQX)1f zld(UTF*A}ifhUOl?i`tDdh|F1;dX)-iBkmqy+i6gBZ zDVAXW7e^suM;rsk7(>SxV@DNZ$HiwnW7DtFqWvV{todj6e&tO5opqx8G|n zh#>2UpV$VNb16b)gddM>tTnEGQ^qKZkf}d2xbvox?cLX9lAYaY?cHp1rft>TUN)gM z)}bdUT+gYxZZFSJ4aiXO=dWG^F|z^?kMwxGuLUXO7XvYPmVhDwh+TTT$=7oZK_BH6 z0Z85uw0OuX0HV=0e(jW4^EFZ9qIn!xH||`=|Fw?axz4%wtNH0y^MS93<>7p}y^BUN zDLb% z+c2otx;G>F)3wmFiQlxz83{BW10q^zV{`-g_T?di;QY9BxC;c(9B&N#!z(H<2#QGH z1`UEzkbpfGh*9(SGmwG*@5p}DA~bIiTD=G@UWDrXS9rf*5n8%P#xj#c$v6laN5ZaM z%>Qn7Hg7)Zb3tsnAavL{L=SmH54lBYJRki=lPE`1C`Tm%e+XSLlPEk?r^;TxYyk$YuB(9YJPNDei+rw)z!+9>KmG3p+`d-s!AL*9EWsj z6jz4rW5BB$$B%K1d?7L61d??uA>MWjv$y`Qd^^CVrrxipqUa93Q7REDuDoMH3sx`& z{&i#b#QR6jT}Cy3bN5J^QAj>Lm_AA;raKGP`T_BqO~YVXTfLwO}y z^7`K>d!=O|MjCL(5vilZMMGAh8|l{3qZ9B<)?M?~q7N{0^oH2)Ob68Au*0EuvgR1Pe%(=pIQfbSKCRt?zn@f z&+*5;C?(}~#iewOrF0#qbSZ#Wy6RKjc`J9V5bAxPVYT~y$~pUSOlcyGEijb6BFL;F zXuKk*rXnbDCy=l34PV2XPs>=xO)p7^kg3NXeVQ98f{NgEJIJRT<43exPJ0F3PX6|L z-yP%%=>my4XT{z||?B-vBTke@+htaX>f;(sezjx1d z#o4dc+nf4`@NrV6W#bMFqbJOD5xM|HoM`;nU(FC9<(>H+*ls7l>wnbV>9f);V=B0n zo=Nx=6CLZZuIjH}H2oEzSh17IB-SM8WNc+B+<)|vY8q{O9Bq3JZCg1h7f?i%=ZY7n z{4-(FB}iY~J%9@N3y#7d{*EEkq;F9Cg-bBktsBk=8o=xREeY~vv}`1F@w2~ z2&!fZF%MzBufk4IgPrE%wx-_)M-kmqT_!rH;7W9w!PP70KNNXa6nWOTW1hHtrnr1g zxSv#5;_Bc_8_U974|YM3(=YI=P-u#d;E5Y`!d+WDG70#OseUTbSJ&}uGGa*eANK$c z+lb0_}1Q30$dp8?m3+5#~|>tkLr}dW&kk zp$9^eho`dMIRR`{ancxeY;W~s1Luiw>3jQ0PNg3{fBZ}EAnt8vGQ9N~_Gn&rSnP-}qo8^Isljs(5OQ=MJNCf9eRyjtmJf;O{&+o&vsb+4;eyee`6yx} zq1Y1N`_^WASy2}McI|wpd<{C{{wNl1#Kh`z?=tNEB%wsSf;?jlqVA0OkD z?>!NxP#YTO`-N%$5vTaMWu2A|^fil(;ItuPx%b986T%sqbn?rI==OGhluF&Q z(MvBfQ_YEJJri2YEL!W3#KkXIkVz}bFD{D+HWJQyr?y*a=A?@&yMr$jVL1J{_o&4d z8p0-%Uxhz)Je)58&7M~6?E+G$ZT~b&>kG8j3;ce{_*Q$yDXDU87XAJ^%N*gFx?6L_ z8tRYxsLDX?UR?0w1Q|*KKb_E3wGwuz$|7CE51FglSE@6Pu z0FMb-hW+IHAOAjez6!qG4!bGO(o@dQE1+G8PyQ?Hf#dBLM4tolw~l=Q{<&Tcf+mc+ zQkC~y$$^EZW!gub5%={_{< zovlT1B0nAI!vW3t^#ZQT&B8%Nu957c`#>(RoPR}h0w+T;l{XT;Bbgz-${D7phC5aW z*o28Eh?mOGyf82Oo4z+e`n+#q!zds-@LoNfuqv?iJq*Nk2IAwEGDc<+ z3$FW2#7ZCzOfFG6c2M{C8T-c3ejIFgJ-|#ZP&y77_kR8{!S%R6vCVqhS0bl=t8{Jw z*R?lLoKzx*l6Lv;oE?)ALR3Smt@PsXxqcYQLVB50`|~&YK^eW78>|y%i54%?Kib#E zl(Pgf<~(pI@1ATtZ8v%wFU~~3uMQYF4tFSitmkq_?8<+Wkby=;-&!!P>d)&tI=u25 zdwm___x>I2gHmet@m$V*2ksnp;NW5lLuJnC)~JOHSDOD{PTlW)t5Tg72m+B4S{tG$ zLo7j4ue`DwdzIAl&xvG2QEU}NE{K?UB-R`=r{^*`rO=AOWB~uL1-$F~uU!K3s3yn> z_1FHga;{xp?Smd_&is>nFq{0326-OB7CNr{=dS|hsIJqY7bKmqW!)W#i2e5~@%=P< zJ5rZ@k5?M00Uzg{IyP#a{Btim7p(8f&YADbpL_`~*nzDkO~$_+p7x3!s+I`TlvAio zC06?cXP>XGefoS$X@=1T^2u77d&>FPx)O0Np1vRaz~gIbhTT^G#_7;_9#ux^?)kh7 zuyyrHa2Aa*)aY0NOnv-u{t2r+4(vm3_GH(DUTTBU=0$rDv~;kuIsn<@2XK2o{`s;*ip2kuVLOP)9bQ#m>v#<24x_8>V(}B<3j1qJRg{l}b#$ z)KK0T5u~1OJylazO$4S#zHqe}^|e9wHLj5QYv=VWb#OR!@Nep1nTd|8$=EJZ9*Gsa z`m+P|yX9J(%XX!z#&5TEsvF$9<4HzU2DzIJTf-KenMbt?Z*J?yeQk=ccNb2Ld_)S> zT^H6k0@?CSe7P{ZdJ3(GJfMZmU2fn2Rlm_tpIS4X)-MFSmKx}H^Q@A$LY6YVc?Vx9 zqYSn|y4Ng-HvyY9MQ@z348{X}tfl$5Xwy_S6T&~vO=3x{7~FKVZpiLFP`pvdNFYJ$ zqDOm&G12^D`^yWe_u2vLIUCluS~=P;aJXLp-n>9y?XI&$wf!a~hD-jYJ+2n%z z>7W+;<}u7*=EcJF3zL(;laAT`5h%4-HotdR`+iX+R1%{{t#M1eYy8fX)ffN30^{hF zlIL_&>Kl(*nS=YnfTk6myeFPK3sOGz(CqTN&KfwSL{jm!JIr`~^sp*>pHEdbp=B$Z zeBU%#`pay$$JuPRPV2s@E_C12q<`XgH( zFOn*+4fStpj$pM$-J9C8s*SwZy$P4v*XI`Evdv$6JO5jH=0oq3O>gJP{;|3E0lZLWsJy7x=Jb7YYb0;k8r-BkkDk)Ua5*SWGLqP<4TNKRr( z-RQDpR{ib|k>D&O1-h>>bsb)-d=YED56ZTcMNkeHPf?F5&lcq@8q3=F;!cXEt`<9 zCnzxIAR^Sk|CM)NYzo?UBsl9B(C3VA+2sB5KqTC_DG5O{03^D(I1pa)$XGD)$mkW5 zPUu&2_4G)uLEjgcf?|nP3dEeCCK-KY@l_${$fT6 zP*ehoY~;KfGLcX_H?g;B_JBkbiP+AzY4jRU3h&PruWf-S<{c--oD(A+Glg(VG8 za0@eq^fHBhiP%6*6C0Kb~-ClM5)&<2?o@3BHk=JzkUO@2wVqC zrqC~cixRBuJdta2{`lv*J2;l{2MqI4ghxU4lHm7+?;$p;C1_>ZV${2|3sRl z<@{EwWM;i}Sr7r3%OQqc$Zz_XQey9o%LRjMz2KYy@=0tSC(K%{S z28m1%gr_T&V41&eJw3BPQom=M_Lk6q54VTw7DEyrY82WA0dVD?)d_BH;er z?<%Lg-{5(W@%@)nV?PYU2sPV-SJOfe#IcNa=I?ygoZpYz{ghF5&S}by9Tsn#Xc4+z z7f6O2Ic!)Rn}sBHp{PuxGnaN&dqt(#n*|+I3CR;wF1w;ZM%}GW`C9Rhgo;-7PT1pmHlHtZ0DBcuD;KDn-tV-gHcmS6 zB7`MXjXY&<56v(6d3rf?4I>^vovX1`c}KE-Xr5HzGbOo)qh6S-R^Jkj>*due)@j?; zqFl%N3R88QacEeS@DHXXXl2{aQvAQk@Fn4}0{ze4?q(!++&thoqpQ(zbOc3lj>SFB zRd^n%W}oq;c6h5hqX_K8r#9a|C9iZIUy%xV?11kMB0Id)10Ib1YbJ;|AF5AhbbZz$ z&by7JoY-&t(WQ<9LvtUWg#8beZ%11%ih!NoNYPe?3s3W(P44pcCcHn=2EQ2}pLQLW&3NyJ{doef z*fyZPb&)7DC&JxlAOe(6;_Z7SVSRh?%~4a*^p`(m^A41j=%yNj0(JwfNspm<6=NU2 zb_Nr?er!Sa(w6Kz@CGdMp6%@S11+Nmjpd5_gvmAaiyNr%7*rKqClcye926y7Uhlkn z8_&a(>c+gJfFhpd#wrEZ*dTM^+L4V?kP!%?DnjYA>%!b%5(vX#WP~dSWW-piot_kg zsW2492?&I%Fi!TXxS*d9WM6-OAM%UIjF4F*U73(cZZqE2g+xE@k+Pj_sZY7TdE;fR zT^Di#%SE+irE)5W60W+TzM)eaRjzn7d9Wkh61u2*$cmrPS#XCW!1Yo=%~5z> zwcmfXA$KaEFK^7a*AF;FpHo>@$~|f-q!?H;I+ebOyN~w!@Te-yx?o}bj-X?7&ES;r z=KDUA@JBnQeg=&Ap9SJJieC~N3#i4z+~~3uNE4J>5`YCkRBA1WG#hL#IN~Yi^l}9z zjHaI$SD6H~H>B-e#n73<#RPJa;uLotp8S1Qs;pm0W*K`pFxs#d?IQq|ikk_q(zj~B ztugoF*k0n;dZ}n_8EE$Kmm-!ZPfU&pP0!9Fk9V%0!lRrt{S!-WqQlO^O@_$-!`OR3 zHPw8Nq9P(9AR-^qLAvzbq$<7lCQW(=2{lyx6qH^PdY3M}cY@NpLLhV$5+j5f2oNCT z<@dkut#|+LuDkAAE6F)Cv-g=Z`|QcgE@$u1f7!+jtq13so#sF&v#4nJ!Y@h3hX5 zIS2}jabh?-nhtGAkTL&NP%q+{%YcCB#uMR)(LsUa_m&eV7vdGQTkTCQe~=LTzY}Xb z8}5x3!WP|VMRUk&Q~rFE;gbGA%XGe=jjLYUWlhuhL%2n`PrH^+O6bGMi+2-briH_3VFcQ{}dXKbr?j@(O8t&u6u9eoA{(PP6+8 zplvyy{7>4DcIf;EX7v>Iu?(g1&u5&(;{h&@<Wp&%9`bRT zj!TLcPII|GX8ZZSr;s2wGUIeY96;TjW2+Ob8Ex30b#a8*9q3PASG!g7;})3k0?2oN zSXVz}zepz?SA~nf8{uN;d%%pFWP;qzIR}bK%N`eio1s7R;BWXMdcxsU_1`wW%1 z@EpZyF(85_1JcV%c`Tu)7Em)P37b`)KuWZ00WFC}f3P3Hq-8S0HP|H~luco9r?Bma1MZ2H~1#yrpWeX0|zY4djbR30MKA*x-;vz zY9|ihj{tPtpVl>5pHZbl(jXaQ<1}z>v<#X8n4(~K`_i7HG3|e4mjfkbPKUI{i#K?= z8)Uu-oOrLcts=x4ejHR>_em38jZ>dBVb zYOe~xF!J>5r~ZqQ60~moy^3LET~99jDS(oS?6FsUdXSJ(wqX?ZA?{S#qbuM;oTju# zSk#9&k&pWG8kC=Wp>MY}C{1O&nq<7X-j=mV0M_XGQOzQgm}NTslVv))y=IZ{B594u z*=p=lN+G5unHNbRDjYi7Vt4NG64Bp%^OQh^XE8h%Y5MR8jv%T=b`zW+XV4Wl6)a9gzmG`_n8Y31J-&UY zNqeXN;X7w+zlqtMGl4rP$j*dI4F*Fs;n~bxR|~p3p-=CGR;_KB-chi+qX729dk`JF z5gkioOYU4Y-MQq!`I-jO|JZ+9g7~d+`&;GP??G$$>d<@AN2IJAsBxQ5#77ltjej4l zLs`07<&TX*fBifh1Z})`?$#Q=?sXj83t7A)CG`brWLoBEsm}?8N`7z16NExt2qkAiX|y5lgOO?AKe~@JE?jj(}jnjZ}C zzE=1!vtg7yQ`ppug1$?(6Iop%TaqE}_|b6)avMB%Q+axTGVpms;rU3<9isB5tW&LhJwDc`utMcpC6ML=7{ zPkHKJH%F(~;hF3i@hADWTm?LM%1K;5**Cy(SwC**DmB^Z$4PhA z-^B3l{RGAqp{r%u9WO0nIkQY5f|IzpVjo>|m0AOoXgc=wv~6{$ME0&-!?HBUab3x=p@GCF>Q=&|`QZ{U8z^ z?;^?<=8^X#R{N$>kXPr++=J%rdO>r{QMgHvfpVs5VKIUVZaVd1o`y~fWc zWA`_472)EZ!$J<$nVC=|F-N&}@!2Wn-kqU4)9^qKX*p02H2+TBy{0@-_`O4}P}8xi zXIKH?zhS|R9PUP`ktL#R^chqXbEK2#_k7sFy2zT=GZvx}`LsQvo0osjKF)W_G&RYT z(B8FdBglO89}}7pQm^rNt*O$ zaAIXJ>}2cevG(!fXF(6%1cNEG@P@3*WL8^b%Rk7*_XIr+G(w0pf{82;cRH)^q=wTZ zJczpzfcLrGgLSrp+2jR6fY0&%{R+Rz72dpLZ4#xDZFZPxw%jdWV#f{9x!hhi4$uk8|l?-e|=dTasxTlD@u&VXm}4+}q(tweOLZ#O`%O zk>2kPyx)n8#4N9IlOAOREt3STlN9Jw9^S1yxZB34%`~6<*TsvRa^bZ{&b-CYSqI~+ zcdetf4W)C7RMO1SaaczjFCo}mRjDj)>n!&yX2E^UGc3Mu!C)vWgfT_gYN+IcR6$r% z9O%(fQ(m32+R*)z;@18+vhT{}AL1YcBUvOVW&R5f`c31Z&nb)sd*zN=yp){1S{fi~ zImU!QN!$Fg-#yHfL#L8S;|s^QQpRXmGt~eY0*GhRACD%a$7L2X-O}4gt065Xb*W`z zN=uszCbmr5CTkNnORgx+1DE*+gZD&9gFF6C-j`Nu;JwIb^wfRP-VB#C*)#`mcgNOo zOm^t4+^sqK(R^d^WGnyQp(StGf}?X!l$33k{g66JN@2i$h=#EBYquYQ?Ot4`GfAE; zmpG2zr<9QK=yLfGrz_(T=0zBd?~mh+`;=S$Ki-~cP>%UPMZL@JZ)s3w`$LbflNkXW zT0B0BMlI&5pR3o_E%RD#Ccvj%CKnMRUk)QqHf4VX<3+|Zs__r^fX6cPU*oy5UBV68 zJRY`jC?5ljmnrB6-Q&UxraAV2Vr7(~t&~6N>dS*|e*NkQo}=D4y}1n4{1rGC=;F-# zM#2-yAX_c*!$+i;*WD$ohyq7D2m0-DH+PvS2Od7_5jnfR9a!0pl56cnP6ZYrr=GS{ zA@%r*B|wUExfW`Q{s6Cc>lAZ^ce=%N1FbYGr9eU6!p3t|2SSpO0+IJ@yy#a=hNOg~ zY+>T3fweAd#Ws|RjXJB|IX~@(^prY_u(Wga`2flFX{2R9QC#=%HFF|MDLYW@4|1i1 zVy?ATVXpO*Ud}vC ze%uL=1;ar@?mW-}c{M&pB+Q-5u!3U4P}b@Gg_FDeoqCJvX{D z@vX{*$6yrW@g1NRF>97%3^PH-Pp2E#h0~(>frUQL^2e1Y^5HBknSGi{&)CvaC#v8Q zXcBBjr0Rff@eZ5h8&YiUK8FXF=l`I9=gZgW(p>q>daIz6a)}9cAlxX!@DZnG8mG1) zKyp_-9Q0~FyWqzI*=B0dE^5(oYSDs!WbSIn+#SsTP23Yt|J=3luWSuh1Wo7lyx_0U zhRcmkccR9}rL8u_Bz-TXL7n6BE&{;RNEIaxHjv?jJDeO%Nl-E5knE4&4RIriVkB!THy#x|EW|3svT{wxRiI0t~;+CZ2+JAG<`Z9Eh1h1LYHbic2ACIhk= z_jRGQR=w3DEH0pk2^{<-S`_$EL5JW#!bEH+eg9UYh{IiWnR>%sy|uH$8zU~-WF zCibazWL%7s!a31mSa77qz_YapOE?pn1^a&gnKH=k9;r5C`e-?sr^f3vi}L@MD*#%o za{nKeP#anFf8NlZz}YWoxSgCYxXn)f{}=WD<|crG-1`ExxHLzXdkoqdpk}y>_hgt{!()Is-gNJaL)_!KK2l^?90|+KCWG1;kaub*lXzS@&7u_!Gb*xl~&fVXmnO zZn!u=4om!hq|JmW+!HN`l?T4>)3WD5jeEN&u4rvO%b&3MUl?Y^V1Q#Q?P#3J<-ho4 zriaMa?qoJ1g!n3mIOXU*MevB?mR(=q%W9@KRoM|;OvkV@K+Mton=+>3`#X6t(_Md* zgNUQ|&ZkZ~vq)4>cc1m%kqwjCd7HbPop{pqDrJN+AbBX+=>{OC)C8^$xLZ2CyFi|! zKN&&v-d-gwhfD8E|2r#@X9gxNFGb!Mi@YI|`&6JQ{ERLG0e=Eu=q|W!zF6T<~d zXBvM9km!zG*RV*Jg3rMX05aX#>xQgcR3OdqGI&5s*8i*qb8SiK(^vu}!zo*G3Bnw^ z%|rxz3m%B3Wf-+O_#diFZe9?X3kM%}RmOx1zg+V4vnr6ai!>iEk;%(fE|22V)Ls5} z_wq^14fj9&X^89^-p|;X_-}gB|HH)}Cz_>8OsojJClPr6|MbH_2bvm3z;yspSkCU0 zbrp-W{0Skr^#9P177D!YUBCs#^!Wex0o#))bUq0yy5Zbl6A^EG|ArIz!H35`-9J9z zlL**O(KY~a@sG0oh^mO|O&~S?Dt=bHsAVog>4Dvn_g{#;>O?qYDTeXsg2fyE0}@uN zM#qhC%HlfMkFcS`gL^4ky7KR}!WEHzKbkl;Zbg_R>$XaMpHedB`9h7FjEA(Dr1Vy* z**lDf#IqH@MYM5_m*ED@Rw->YBHq(|esF8j#I)8~6TS}KX>`>XK9=7p*tAOIA1zG4 z1?5dK>wFwyfzLZ%5zISz-~(vmjLdz*fo2H_IMZ6bf-{HxAvPl2-^YJvH~ch%FFz)| zc-kdeJTqHw1ZEx(+>aeMaAOrukMXJJJ<3UFBp?0BGAi3ciD2lRq_wnMMq5gf`uw4_ z>0twou+ID7(jgb718Ylm#Nj^32c=7Uif1&Sm zRb`}f9~Rm-z{Fp?D*4BhW`K#do@g!8QXdQ0_l=ecwf(I(z{XYqgUld^zx=##rr&v( z-9c1&6|fuU)SQ#3}gYqC2~z z{M2j_KO@GG9Vya3OZ*K61U6d|YWoC9y9l4r%p?6_>*%Bb`AK(8c$B~lNoB;gV9ZRP zKZiZKN#PCiDda%-C||yzW%BfVD`!i8C4;KM?$l*IZ6<{0`p*HrH1h3r2C3g~qDkVa z$d+~Nud96?wt|F+sD1&F_4kvcRp`N$hOkv~2F-{V^dRQ#2+RVw_4MZ_pAG(B#Yvq9 zGx!j}(}B!x^nlP8<+yR|x#6EEQ{d)(@wxnCJ^?#oy$d+-^pEe_XrJ#EZnDq!JL!SM zC~PxY{&=TxdZz<|U7NjRcyP1+mbH^D^j7>Z6k?}>w^NxAelsupMp!!ySe{UzJu+);{fR-eCf?w{^)KQ!-53&B0dLOj1oN2=BL%r-WGavaf%6vX`cow z&oc2whhpJMSD9G&$5eMmZ^{p^z3Daj6B1O9W<;tYRr-N{J}Ots%-QmtP8a60&oR?? z4*ZKnJPqGos8tADYn8gu+A^jtj(#IgscI*O)M02OI0D%WD+KZz;HG*fWI_w3ih~@` zGx4(LYg9|eWm6YH4ySX4Io~YXhci6IiO)!g8-_fKu zEHmJMT;7u&J`ost_jEm~B^!9yH_*=UDB6>bazPP$2==d^480&a-RR!=l`Xy*rHVc1 zKzd#N1R)Ku>j?^>6+p(yUi1bq>a7F<;yuo5dHE|VWKp#LeP5XUmTfwlzq%!5Z7#1N z_V3r5ut^!q;TaLv^_!@fY?-7Jj09qe3C!-Wxi814XSvze9w@1BG+A7=js6gTHD~Rg zZ;IRPov5Nq^s1grv-HoH8e7h{oMYL-D;GK#BIuTHzr?XQDBJ<1l>yy%e=RAIcQ#JA%&@07)rf2Bl?lUJjq-vNnqm4AxjI&a$-9A_{S#UwF*C{?Ff`=42bW0rs#`zGF|*UrcjWpXhh~{-79V z*Gwx?ONuJ!$Zt-ioq31MCrZvI{*XufL7PvmUalli(B)@zQmlf8JZH zN?{OO{Ur8b>~n zqyrAZfPojqvp#(n04`Fa~@O=6g&fFE(kL6x7K4T($r-AAuUB<)DrtVr5klQ938Zx^v9 zS?_#!$^RiGD%;9U>PKPE`A=cHYq{F@5jEa1u|4Nh7Q}4z_dDwEhjaxUDb_@=HQ%T2 zzE6Mjv!DEF9ns-y;&s(^>;kK<2qa4(^Q9%8FBr3Rqhp7QfSAaL{5{88X+j_`!YU#x zUtA;{q9bmnMQVCx>2cMjZIh(Ukex80Ql3)NM6=-xu4Bm>x;yzF zyS~3XrJ;%Y08pj}?fhs-^z04g(7CbY?d-Sf1|~K=u(0jlK}? zztKyb$UM(Jl;O%Qmq2+X6Ex#x?1FI#{x1Q!T_~^+T;McE30h zOg!s7d%;js0XxjK-CjYD%^#1y1iAg5iH^bC&n6$49`DZC9vRHykZsSNUeE6L21X5# z-iyDkP)o78KkL8X>#m?l%H53q z7jP5wHN^|~1)e-;3=a$H_jqRc@BBAbO_n;Fi*VB5MttQVW((RMeOnrL;Nlr+c9_Sw%UiuCwnK50=k{e=!kMmWQpR(h+iX+$cIUAQK?7Ru#xE zh0AkjTX(!6{~Rs9L4kP@YS^i_L;?1bip_r#$K>{BTc;WS(-wK@IDycqw?&4z*>oFp zrKM#ist$+O*`Db&UKq>MktWg;5`pNbUxx|5_#AR#dqPL<&xHu-@Z9Xty= z$?P_m{!)}Zb-)q>Yyd@sUSnEVW#BIYQkFKJUtH8P1*%`lw7q7ZIv0T7l30x6av>bB z-Nq>k_!q@@HiRBJb zc6YT?H{ocl@uvc4S$}KZIsDh)ZiAboS%2gU*ci3{)Bz^k#?K$V*3B{fWHvk>i9fKt zsiAJ#7U;eaazJczG;bccT%T`Eg;d3eAmA5(7$$t0fSIEQUR8K_tBA@AP-qo0lZM=f z`M~9_rPzSa0pG{raWX~>)x7+HWvB%=#ZJQP!q@Stp@vQHzVv)A%BY&%k=<^pGrmoQNxkoC)hunvmS=RmTA55$aqKU2r>jl>X_4VC&1V9e_0{+;mfy zkS70rsY=Cg8l0a0vQhs>3GYoMgZLlP>5^Q*i&RnK%0}5QyiX8>_o(HS+cWeWg?Y+m zQyEg%0yvFid|!WiQ_lYsuw?SZ4LkZ7_{CgLM*X_$kcvsW%D6^iOym3qF5`SkdY zS($ErH?Zb+PL2*`+rt~R4~S+o+G@Vhri1%C?UgylBX@k_qL1ajkC3A3KBez2YnnKT z79KuDkqybbHb`8ld>C+WagEbxW=UQlTL`$zD7D3=&8^2P_K8;V$?2=O3JaHe3KC`E zf)@U6YO(wwb8YX@mgb1%Nnv%^7np6kD$h-#-;}B_TQ7gNbv8$aiiQ+E zvDbPjKr6LfsjSc!GOH#xrp&wFSth3FnUzm1VQtRWS6JuLwX7KUwP3fHMp_@jBJ+J` zly)sZb^PRwsAJW3G^fHLRBS-Zb+)bUK{x+skHDWUeuEIpkIoHwCl#2l>r#ga)wN%S z?b6?xgS!PX8WJWB6TlIirhC5Jh=u@5vmXA+C5vT_rLQlL2EP`27FZJVjTP-HymTw9 zEZGdp1sD8Dla6a#P2u3b?9R7;&4#;EBy1CcC6ZTxr#G~>z}xB=dn-M)o70S2V9mRt z2NRg){;pU00^CXVjxr#AGRL1o_MFeymY+a*CA+UR`P9a&=ALNJ{w=4#0{L95WX3}}vp>s1I9$d+S*%h9 zOJyC6dRhbV;m{l!g_SISh**F;ZN77U))qGX=v=Nvyn0Vh;Q5uN5a*Sv!S_7S^zo~S zOSI^#XhjBADU1DpdkE!L0RasBUa(02_FgYQ}&KSly_ zb3|Wd2|+}M`{Fxp+TOa2sq49@&MKK3oG!w{IlDJsHgu+3EAE6hciD3{WPd^h|Bimy zwfUeSRHeUa04e5hZI%i)6ctjnmu`SO0XujN5hd)`0CRfLVEzgg{zS&ieth!8y1jMPO=7hhRKBlBIHCPp^{jLmC z4hU*K0)uy{t`k(_lm-8gO^C$4^AK%`{_w8%B+6-SO%-F3m zJ5J?%uMr3Cq)s<~Am-|mT7UVnr(jdQAUtfj{-`^@Q@Wmm&O4J_iYWxKH$t|?Q z-g7ScHJ^L`2&r@m7dLhtaS1#9NHbITU4eQ}ft{mp>{@axyYoJupE+z@4-C71H?-k`aMz2mdlB-#Q}dh4Z-P@S`@TGJO%Yt^mz8*O zi;Y+L7ZvFDgqw>YO4j&yH}mjhA;Tt9Y{W_8wP8mCuB~A!yd}>L5`19Yu+<~|(bE_8 zS=rH&i`d|vC(?zNkgt*>naAX|98c#>C$%^36zrJUFQ1LZJL%3^K4Ozm-~RJQQl39O zY0YuyI%`@$(|5&i1fMaNtw3;Guc<9P)X zmwguy`0xtS-l!fZ)pP87LSw%d9(tz0dxKc;xe(8`3~z;1P2pi*Z|ir_`2MeWx;26R zRd)hbAU9sr?zY%pOm&awQ6W42;v$zF^O)033pdur08CMuE@Dp=P*QCOW!2>_9tm$B zhy^cRWf@tZSxHzY*J}&YvoZtFq1!ltj^x7pg^U6?BoGP^ME5dDWuE zi|#EMNaoJC7nV)dVVBZo4%{-&#HwMvOPQL_2eWwrx?)}uP~3K!)JY9P=ygZ6$5_sR zk-z685WwijN`*~I+rx$27W_aFA4XQ*ZF0vuyk~t&)gT+7gs=yb8nXuXKuI$LZhf+h zmn@ByQqc&oe|e-l;uD|p45oh+Yhx8Xdd2pfEhrAWR>+RA#=4JV$BNh+i`fetzK1N# zrNOH3NeY@<9!2TAdU;J}6u@Y+7`x!OJ_j?rt*$j@F4_G!+%0Aua35p8-s7Ko=B=)H0Y!XlD+1HFig)bj+XUO=_g2u@dbn}`&Wrh%bcf~6Bk!(gZhR)ji+MYK zrA2uWJ%_$D$1(Xdj`D5h2_4aJ$5fuDjxAbcPYHCF2^Y_e?V$(Q>Zh&&Jjk)&?!K>$ z<#l_t!N5p&6uL{~2LcluE8GaO2?8o^jAAc#TVfVv$A)YTCSn#4n9^0q_p6x#JauQ) z5}pj!xQCzFF+D0SRA9y2%5~YE#~=Yf``%`S7F&Cn{wc&Q#<}-p9oy(tv!L!2BG5Oy zdmWg{}9 zd$9rOQo;;e=VA7uIul#Mx1=skqoyzHG$9H{dr`0rkt0&f0BR>2XFQDUJc)p-LHcHS zFA+dfjOh)5AhIye=oLeqlq+oENI;`(wk0|@8rWZpae!yTsu<~d!6?fer|dwSj{OAA zZU%Aq=DHV$?#9R>Yp<%ha4~Q3GH>xv*)_LGo3NsRUszMLVV$PRq%U!c{REIm$xtpv z<=vd-B(Di8YuZ?pj>=(GMiddS(EJ`8XUCFu@jfFv5IePU>n7X??vd*x@CTozK3hO2_xPTC2;(VfT91Bdm@NZFK{wCjc5SBG224}pA&Ytr8MPk3Yt1Hq|LY*t^-j4#;vf@|r6PbIlbq zhKi6)M4O;J>nwMUt3JU`H74GtDMVuw{Y)&jcAj=t4UB=nix-!!FxRqIeMmK7$`e+U zon-sCrJ31s?^`e9(#EE0ExmuR4->Bv;s<8c(sQ2k@A3XQJEeV!p`*b?#i|nz58rYB zLV%&A{3r1K)x(kbD0O4W_QpBumg2@HhodhwxR20KFJ%XZ=B(R+@3;MlmFE|7wT!<6 z{t;k&Rz6@#dU=)5PI*TAXx~mUxTMkJ%@Lt4As1Kq=nNy@5c(Us6B#>pAzTpN*Z9`x z=zGnF$XHWB#dOgRS=3sK2Ify`pISVnB^+oio?>YKF@K5?s1w|Cu(Fm^F*383Y-(!p zcXZwQG8rA4iA&(W#?2PXQ*gjR*ckOM(4MA|()+VE?K}8N@XoJ{Ii^F8*>Oh=?(Y zjzxzbZt={bt+E?-gyHiT4WK-tkuS!Oz$|v)b}v3QGa-Z<*v8mT7yEdUg%4?T zsMGxpO%0APQHlewO-Auil`DKkznL6*o?5OD*K%dg=rD66lcjTR4m(ng3C7*lS2t`G z2Yy9eRGHgBly?>}*R3r*(J>a5u%kH=LMc$20Hn}Js1mLvKu*=7E|3+3`cpI^vOG|o z(Ad{QXtYP|&M_(AfS@X6|C2MMj$up#;lNUK+qbq*d;z>VeQ6kT#j^Hb>XD^_@kN>#|O`x466BCl~BzS-r%m&CLj|VaY z;3f;xPNQg8UM9)&B;_1Z0OWT-t~v>7dm7qZ4IX5q^otbvz-7LgpW1vpC=Kc5XXY|a z>`1i{xwmmAg@JtN{L?lK90yV33o&C(Fa5Uqj}cEp)&2CeZBtkEyM=XGYiXM}o?hex zdRgvLfM1;M=QwuH?w1pO4QnL^c*ZshC~Hf%00upD!5wfri^I}7P%mAe6g6^_A+zQH zY$8?F;O=y5^~`OU-^pz{WkOdeQ`CvfeXW5-Ya9b>_!>eI|CS@K31MXBTamWc@%x1c zSuoqUT_ek<4BnEEL9K+v#q>R^;O%mfd11iuT`WO0rV=fZDOgez{yws3&h{Ces`}&u zngrd;+olptHS6#Ua-AhqjlY3>Mww4Jj9yK37ozCKkFZkY@Y6rD1i0fG5;T5^N4P30 z=F^nF-7^SG$@&>&YJh+V$rA*-eu@P^dPKk|k#&wSwku)qbs2oeN*PdUJ6B`d5Lv2F zH2ex!uoqVQbn*zA_!NyN6mR`pV)Tkq%}OA-IX#b0KTbH>@0*v?kTT*T%y3To;ywN9l=|nHD3gbQ8C7AEvIm z`bAxX2fl!P56Avh2MnxkA;9?Yt3|KtL^!r9f2#JjE4$@|@`Y)1+FDEk%5=?U3{#Eq zh2KyC`?iELaP-c~IWuO>_HxYp` zYPUKhOq#j!x`we!*=e<<8?sAgiHl@lFVsG!R<~9xD`?tI9BR#kn;2-`C}y`*U?e z09U$*T-nmGn44&w%SPO7@TZ>Q7Mybgvcfu(DlU}lXG5|JMCQh535ywTe`Zfgqr8KC z@!kt_w9X-tKdaWd!4W9m*?5k8bcoy##HgsHKB7|&fA(bYLn+!x5fM7=9yP>?=yBc4 zVr?lKQVlWdJS%4r3l?x;3|JF`8d6xEMmnS1_5%7N!)&b>_imCIoz#b{_fD$igc&8a zw`l^yY*Y6Pm~pLh&G|FGOmDt`~V&1mNmVYYiap?SrX{pFw z3y^rOG@2+kCes&^<f*FKP{fTIKC;- zk*!!Kso(Cg9&DL2wcBo7PFIQ6SGC*e@6tuLH2~#;cQq=M=BuGXiq&H?DjVRMPnvm| z8sB9U3KFXBI+=u4?!SpFZxVPYs~jIDo|d4lQRzh8tJ8T`F!_zSk69Cc)|u_+`^au# zD^8P!)C4e!Y(w14n3jdM<_TTtHx34IO>Wgn7SO^MioJlSBvx4Mzq6^1V`KCo3LXzr z$+D;wWqH1k9(-=nr&`iqv3RRDnOCM6v_-%6Fz4l3Le}4H;rOo%6F=zX8J_qSZgu%3 z$D=I7xdx!Fj`Y99wt4AgzJG%HNlLzB`eRB_Y-Pa11U@ctUzYit+KIsWqRip-UZPomv+T)tKSPynx zV>jp8amKjV)=gujCU=};V>kNJZlrdutRxypM{0gPGSXf)-;AIM z`gP)%CP$K}3cd|C9R@Qr`O+q zh(gqC1qsn(#OCkL-nlLruZ1C%s{u-Uhk@95_?XN*y64T%)OnXYMyq zwr+%u5Ia7aYVzYz{S$_isneW33D0Cj>x+(@RPQ`QWmS-#owPiF&1P1xSh@?>%}I=* zPN$o!G>0iZon2n0v3An1Hv?ecTxh+TS*jXbDK*sXa&nltSTcp;(-)1%zDu%CUryeR z7fC3&%#r0g-d5hdQc!%8VoBpDA^c*QSwv^6riVcq6yHSqV<=#Qf>+f|t@CW6XE&dD zzKnXKsAP?Lql5F+qUg&TwX(i6u#O z>>@{M!oJr@e$iNOC`5+e(~z5Ufa!g1;B|sR51yEImZkHL{j!NvPl%`=?)Z1MR`Inw zb*Jujh@{_|ar0b_Rtp!ccEZBMmq|G)?v~FM>N{D&_9JnA`erm)tVssY4+9xs+8?pS zYNB5&>ju>}9_FBv-*oft5K^G!d5nSBi%%U(Z7jNr+LC}*YR*M|45t}AeEVOMfl2`@ z`dSPY%SH4Z^-aDu@kU-w{M0(uvsA?bVpuCOIZ`@k8R%bjMK5_}>X>ngd=STglkqBb z%yP=TS9=p2b?*zWZLH!G73UF;R?=1U=vS^r8nRxP0B^BB$!+1>4v^&A&Ue{$n(x?g%T&_7S>A3) zvD^)LMa2jjPAz<_hS83%_KSaLUHEW8^52GMx7rALS)f&z-a-U zylDDLvOcZo$ru~??zj0gR=rD|V6no_yUj+!NwFNw^B-BM@d}r3l4I+z73^zGdI4jj zdzBm~DuP9l&Mk7qGl9Vy%9eEY1%W{VVP8*~ik(SzLY~vpxlL3h6o*YF@Sat((xrBZ zOQruPJNd{eV)(ZvEVn2D6>lWoz`IxZ?^2(*goi$jy{m;Ndk=d__5=s@yny}&KS-UU zd`|b{_IJwXMsD}-vMc5pssG3uqs_5+=J>i)Jivk@{NGp>il$zg_SnLvo$y>1SQH^! z@XW)9a-}@A`{KQmDOqb|Px%Clc>L&2gtfbPOkDW{qzvf>*bR(no2R~Vgv_7mLq7ya z{MNGph#!j7Cgk@h|GweDl(05`0J)|^KOjJuH{E_S3!wH22C;(PNv#CBY*zg}w+c_L zk-nPBbiKXbmoAEe2JNRbVj1CFnb0yfmzGQIJ>!$G2L?~KXtl*MfAGpfv}bGdc#^fe zTBx;2OtrB#jwHPKuVPpzxId)75idu9RC_MTzeLYWuy5$)Av8=nd8Rl#vv@&Xd=jjA zKBKC9jtau$0;RkMD$o54LZU$-DqV`ppo8*4J#`ap!a_zrJyD}IDUjG-|)zU zu4_=Ga)pk7&&p{XUrRM~rl!ZbCf}_hmqK3(RQlGdK|*K}xIML2^yg-FVdqLxv4I@# zDB(F9$b)m5WNSf=QA9*@NI@p6rK^}0-3IG2Ab)~dCnaaRPGBz^mv-X2`4s)8jlMKa zr`HD8_N}(PS~NE|UtC<|5cUJ)-fUTp0KSRWD4U|6Od^Fqc$vn^NR}zusq&)JTUQgq zGX*51P4Biiy09Vx->r8W6O)bL^}%DsYe-kLtrxxN&@rM@9dwi7+-$G97h+qY2twH5 zw<~Ai@&Rx~25D3Dk605!(SN7-ur3|>!vOI$0j%U?RbUJumXX3Ily;Ls;z4HLXSCe< zAs|cVmKfDIU{nNQvf{@+U25DuKXj^rlUm~+z%KsL<%SGiWdju&Tg}i+buo!+5l62^ z$-0d8O7rZwP?_r)fVD)I>qml_1rg~`_i9uP9kLd4fj|>m7Yzc&)d4Y@1jOOQa(kp? z7Q&|y{;)y$yZG#t&ZK*@8T!dmaVYh{9-jj+U7;A}z;%5fofR4|@HOU`W0enp zYmLlAnWFCtUp$?7l5Ru%S4#FsTk!&0+vm%4axqo#t9h_<} zd{HGr&=n6}u}>kQqW1tRb2`#i{=(U)L_(hmOU2qiGF@&FXWYp8CSlJPsfhC5zTFx% zndof274C@nT#-@y2DcSfWKW=ieqBspH*_IJ4=XXLY_i#HYtLp)H)S$0Ba(%w7s(o1 zD5}T^6sg=IpE@KAu1q-V+Ikr97?r7zgFa65Bpo(6I11`mu+Aei{vAR07){MVtoAUo zF5T}AvX8rj-_*c$tr}MyqMM-~8oI3Z3Xhy{Q3{)yga@I$q&$SdeW=KAaK+u9^lvdk z_txRl#!lsQxnrinF}K)sv;nLCsqV6JwpK*f5Z^_YnmvS|CJT>OD5eokAFJ5Zln^OZ zq@8-6Z4(*4zL_cLkGv{|Ulnz$**i2EMdO}yL;iEs>+JEJ8~k$bscb$9kH>c+1>GES znx~hh!LKMsO`gAse=1I!Y4W_yO5-P5*i}%yqOM|-FPwLjJ}GMAHNVcvXa@M_xdERy zbsn}5)^}(a$ShGEdW1N|Va70M^w|s4bZ+1*>LgsSw|%2_iVb?}{F=^_Me;kYTf@sH z;NvwuBxe4>Mbx4aWR-Ir1zYHN-{9_#2jK9uoaS`hS(j=@7!9fv9)bATzEwprQ$7p4|=q&ahg5ZR7*<@oEkmXQ>j60h6PL7 zuL+S*qU=Lr@|Hqk6zvAycVv661(iqOEj_(qFwYp9`ZaHFSSKpvXsP3qus{gUb+dxzs8q(g5@+;feN{oWw^M&yr&#C5@8a|~gVLN^v zqVU{yn+6>to(9nUsKHn9ynnG&&-pu)X8D*DIp9qrZKt zfem`)xN%EEAnxOX&Q$+p`U~L7+?Lp?vca75myQrc^Xn>9I5`F%(r%a z;i>qjce4_AehU1wMB=<&d}?1$wRdt`S#L*3S%W>2)APQ@vPv!CZk_!_JohKYXlh=s z9g!nbgYkF{Uz7*L&Y`Xyr?lu%hdyrq&vknitu8_&+73!^AyJ=}&M{DRl%MkkGP|bU z4zGV*Okdm6(R?@;__0I8^E$5s6a?&@U0StQvP3D=(|LHqrh=5uZz8x=64}mQ;TzErp*H_jkhcSM`Kk66wgBMro2!f*U2t^ok_iD_y#KWE1`g%JV z=#1=+TWJq9uqL3?c{-y^k^z#7Ic=5^aQem;BFT6>>$_FiXw&XcZwteJ+A zqIO7g1!r}euG3I#)XpZCp+yr!vu@OSroHiem}w4uc4g{-*{d^l$nr~C%OMD7TCopY zq*cGJ?it$Rs^6^$((y5HY`Vo7n%n0x;+uXvb3{`{e9LD)TB*Tkx}3LayRtu`{w6pY<8I?w79FmaK_D>I48P(_FLz)CEF+Gc&6{{+vt9+mGVk; z?S7(u8BbS3O3c-avDDQ-6#Oy`|Is&d)UY&5_$$9OyZd3_%8?MPeg|jxC+0IJ`fO#} zLnS(`tJ{%mbKZd!=sBe*$@ZvGRFlK;*2KhsfXJZv4kQZbZz{UJb&S8fa!MTlHLCm&1qYt$_4nH}v#G>{N|gxe*h=Z+14A#d{!V ztsFj=0a2ebr@yQkr5br?VRwTmF@zTK>AN*FN^o-O}-6yq{q{JgQ> zl*hZb9<44GyZ(rc`@20`DW18n%(c&=3^*DHEls;GdxQrQG#g4R2>ldI`G;F0gk>F- zp{X6*i_57mpn0DrJ^8M@!NBL(7F}F%KSp3KbF{!x^kswS%0XhwT!1fPylLhKNf&fs z%+F`Eu@W_7lrQBPKT_t0j-T;+XD+X7ieqmc^_aT2bR$ob%L91PyK;(&u=96$C!THpH8 z`0Y2~Wu}~Bnzdi>HGrl&F7!UU|BKuMjATC4_uWhWw)PvcI}Jgvt_kmZ&Cy+xfjvdj ztrbjVhh4S>4fAqU2;KnR3K{3xi(CEV%CHO0u?}ymiOCeEBc-ulu=wYE=UiQZ_HXKkDn(3&fAeheVx!u|+L0~J`R0jXY4ogsudYdf zY-?6C*RU{axd+C-k8LAG29yid9%Qf6k?JaYNn^MCG=hEY`}IuE$S(8w!ZXiLM74Tl zS=;auc|zeCAyaa_-_ip3ZIP(QsVdZDgUV*<(PKJA$>jYri4MZ8s#kf+I_?MLHf0{YjcL#dX$GcA^e69 z`n=|t46gWJN;N&My>*8O8tH_y7R4r0`WWO`307-`*A@*6Fu=9KaRxSdUJb>=rGg*} z26@x)TqoUZj#H}}wAMF7t!^xdgyu#)y4Wi=qADH>ovz7teOzD4C{=WGz^R>KB$sh^ z0jZqdbS*D5ubbD?$8ybxiM+eCu>vVlT1K_G@%#GG{I7smV_M&dFmAKIOYO4_5zCAl}aL;2HOHqLz~pj zVxWq4ecP~{GjbG(4G`lZ2Ee>wu51^Zt#aESM*)Ufc4e4NoTZ$n9Uo0P%C7ZSV(sd| z2@CBnVHz?dw;_cCxcX%q2WnP{9RDMyCuZ;s14{i2uzm)xJ!awCk?fyz_+B$q5tL=K z0z@?i!>G>y%Da*kSh3*Ng&7homqhN>Ht*L)7u@DPMW$AD9aciiEYB(Ct?*_(+h$V~ zcE6SR`26i8A!^}7l$?f*1L*93Ua>HWf`y`BoHT65w>1DZ8i2nVfU;<2iD+hdc5!du zTjmYoWt;|JG=}*gni&Ip``V+U;^1?LHMPwBC*DA(HJ`Cz+|QiLS85ZlP?8$dJkhKe zWv7$npEg~uP=h~UbMU@x1t;0X2KFw%j~JFePVbtyDqmB^0UjK5oPqaKe3~Q312A5p z9jS2_vC2W~w1G+~JtN35>(T5-)PiWwsa=N_uRo_oPY&^EGBEKI7PVOMF-aKtpW(6d z7GgLJ&iAVaF6I7D7u}$tJ(A)h{^K+K?}Bi@sX^zgDPuKFOH-8;=|TnMb=-4 z_|+a_EnS>gSbKX#LJXDkdecRY!G*{d@sqCe3%T@^PG<8C zX7f(w@@R1olda>@6F)qo$Eq9VzU>-^?HY^i+CAGfTtok<9SUZL;@gL`N*98&qT+;> z1=p8oV@^=E7ki(S0kK>M)c`z_R&kRkq6D(qi;z*=rE)t(i41LT;X#OQP7%#es)YII zhimaS<`U*1S5&v_{akt%cwFpE!x9GnM_CWn48;GTO3;bc+d}TSj)De*=9#|Q{<|J3^q_>W9{;&*wPcpzUGC@Fz?;>G(;?|#QD5Yz5n_ZMN853K;C?j>S8K0 zA1;JQ=}#(7a5O{Y@+XSm`N^-rts--q9M-vj3WhFBv)`I zL477kohie@F=^K=`=)-OElURd_qIG^lBhz9e#zJR&`cgZOW8sZ?{X@=iN~o;Rue&< zSRA<4tGVx7F(JrfRmn6;EKh@(Rh`*@zHl$oG+202pWazFD29dM7UzxMr%z9SbjRes zbDsK{oK6jDxCNGOW&OZQA}2R-ld|{I^3?F&{sQ-{_Ss`}$A*smPm7cbfd>J1UOYOO z)q`_2B!X+$-Jguk?pTCUXNFS0x}Yz4@arOW3ml_+6ycRgu!m~mBc=_|oM~sMq>JI- zoaU#f#}~uxoI86Fy71i-KO*WS*YMz%=1vs<{+{k#cHL0xmDg7cYbySf&+^(%=_faX zfQ+g}TzT}W1FHP4E|I?m^}RB=f-`eg?zG$;O5?f z)~G~3gMX*EaQtrb5uLGTfdXV^$SoKy*mjl!GbycKgl8J&G_~NSclnQl`GuzUbgLI^ z<#;(*Xi%tyaCc@Fnja`G1$NKhHoCI?R1xY66%W}>!ck`n74qyrKtv46#!J@ucEk{B zALg&FrrHkvck!kd#KtW0em8Df`%2Ipa&VR;a|p-5~-XyANgtq`5L-jk*j zksECRLs&l>OMVpw*CM}z%~7xt+_k)t$39uXddd$jVTCUgeJKrsJJ%1SDl0KKDeUs( zkYDPnz4@5~`pJd-O5CSbqfUXbromXtX`a}9Vs-U-*X7XYUv5WJ%~K)~w1X5ig3Tq_ zSlgeBn{}zY$~cp2LT`F?2kr#mDOWo-+jjg`i=o!-6^PIUH093hM(dFT;Oi%qII(B& z=uZwjHvSKhEVtcy5;b45-WKAvF@A^?E#X;6(0t8#JL~!HXw6BM+XI>3i}AnKmbVPp zkA>eUb29Z&UKLmODrY_ept2=<+=-BR7wS0BHc}SR zfG6b?D32XP7GeaY%LD6_?c~M#{_&U3eu!~v-A%ZG<5w}i>-{3MDL&ic?%^J?RdEsQ zMzpvqjF-pwrg1W5Uav6((RTmCl6q~)P`f3|`a304zN%$|m3-lEF^6>W>&QihW3MyN zknbA3zbj>s;>`)Y5Ng9W3C{3q3I%N;0{T)nonHFn>xIn}sC2y__F?tTA}7eTFWTzw zFy}G0=c^CT;#2)B?%3UAfm2EVs3n$fvb>{UVWh~EcbJi5nSO9bMCa3oyE!kpt6v_T zV(2Mw9V*)FAbN^*4|g+msRTxkVd?05`wYD-BDW=^s3fXsCA?`QW|w9~VPb$g%pz_2 z_fh%GthSD!IRY?gW(l#`5H2dztKMkrBswd&IlMsawR~yT4fO$H~O z$Q98f%$Y!6+$-7OsnP`q8e5i37S+C!E!J{EIc7KwPk z{dmAY0NVv-MnCp?>vCJ<`@JQpNf~O0j}!RHc_87~;C$Eg6L&ejf8tG7f=+s_) zmh%85GQ9mx_x8c4yGuciOM#7Jfz7i58`S~-b9U2lH(qdKCQ*Kc7+z{uTA+5hLFisw8Sq64K4LkN+UU( zzu$HK&ayR_e|fYSj}0RQVKUb$TM0kjDo61DVJYZf@mvI0ECFVg0M=bBm5R`a(JKLa zRPfPEbhRJLo^aFn%7;CAOI_E+y7T#o_m{^C(N)~HqRHFcRP^a@q+F7}goatB7QD_f zgV|P5Z%O2BOXTfJNKM&0*7ms%h@g&|04{zkm4fXj+OcuBuHV(U;Fy5g%AS79(d?Cn zIt-0EgtNViU^Dr|M)Qd+8Wsq2KvAEt4dP|S4rRuUW$eOP`97r?E_Sa3Ez*Tu2eDkh zy3VQZk*If1*-XyZqyt?e9;wwlQp4$^J`Trs;WAQu>0Ill@%~%bnGk)$QoY25)Sm{? zeyBEOz%|qZML_QF2l9Zozq13FLCoaqHu^GvjqvtPo8dIhi^}7COWQyD@}?R8D4nF!^p{^nD>o40R%g8WThHi>aL&)%W1*n@0d{LjaVKTLB?_5QR3Y^SjVLbCixBLaJ zU2u?9alg^MfxJ(qV;_!_Tnrw| zy2%=~EaOr+?APe*Uvs*gh)h?APVarF=HkKZ#rUh4Tocy&$na%P<*gQI=#L@KLvyFd zZ*Jw9Vq4l`TRLLrY4b-d1^5j+HS^j)3$lyCKSVu(($E44lJvUQ}Oc`cxv!~09+yyI}-zVn`z{CK37bhx>GyIQV zAqY8PQzG|lBZ*P>VqDp6U&lF5W;s8K2NKwl<%kLdwh39HVr0{lznMybz;jO2LJm2M zB@+H*56N{xG-!c>qYF_=U88aErFF-leeauB;xn{=7!F@rdwwNIs+*iQzI(kFKj$Fe;aq^VZPd$&^pqH$^JzqfU{-_ln{hJMJ+cA!_JySbD*pY-VU z-J5;6Z(Qhu?%pK6+Ivs$93w~sF5|r5BXBqBxWhDey_emkw}YL2|Fch$3xw)Dh6Mj% z1%7@~8uKKG^@A>vy^>&v!TAqybd}wbVh0ElfyxIusIQ^}Uv{#NO&uQnE6ZA`x|^f9X?w=O(^qHZia zu6L9;ye*~3=(xt|=r27irZ_AnKP)Cay!STS29&+Gwz$@`JBh5U0goGk?g56{iekE*+EAkjz#GwemttFO%T- z#LE&0w=FJn*3EuLQ6>g`Y-pBWvz-->sM$_AsF|o$?#%(a0?W4}Dt#|{NczY9ew%X6 ztqJ8+vt4dy>4(MMvECYyDe41{$xP>KGnU{d1Fpl-=fvN<_KT6uH(YB#_3?ITF%bd@tvhA5)UiFV;4KYR%5laS~7Dw zR!uucs%@$Mb*0;9o3wLhRV3<0$l3+SS^3ifXJei1Cd~$P856xt*gMilTgoAIDSKwc zZ12)lOpu^6ZaJOi1LChP!=gXv?cj!?+dW5VOKA9Pj7^U@;n)QlZv4TRP&%V?F8fQ? z*RDxl8K3rn$B#3wUq_c^ zG8-ga^lshXW@U?AWxF3&<_^Bx`^Jyn#JMRpz%OIV-8PS|OBd~a+SuN7^CZlio-?NF zmJjVV_FT1qVhul7U@>k9flaj>&=WqwrHj&q;9N^t*AV*1g>*ur#9;wth9epV&G}cG zQtFOIjcaO;@b8H`q?rH$qj}cPx*JtY(d?UZA_KdNHwJG1uj=Sz=pPEZTZ(I#=9i zF|Ow~w{ZoTveP;q%vp8R`fKKpkQ=aA?ZS_iti!Cjx&(V)x}+86_vuZqVp_{0;7!}h zr>o~KJGi8>-TRkC5KeO(B*3%zAX;w@om8g0(>QlkP~*b?-1kZ|&HK~a{AjiasIORlAgeeDIF6=p|<3VrQGH)f8)|BpgHgS~; z_vcSEapyA!R|~kq`n;5jxes_Lou0LKjyz@US;_AhfIVv;1@2c7Zn6!1gQ0Wvvbut# zSfe#A3HWXWfta9Y{Y5?we2f7mq5ayf!E~=5p5g6u4U_-X;~fl$3&;@Cw`v zK1iU7w~5h%9PBU0D>fDg3=7|!)-ofCY$ok4rfg8g4;y{f3Xi;-La9}xZ|r>G<>PT+ z?^K|=ZRD6p`OPrry&x!w5}g>YEZHi!Rlc#h3C$!|{z>z*^z@(I6Q6>&Xy|jL@G?|U zS%3;Zr>rKpttL~^WTpLy5lx04a1}ecP~-i5zTup0-QB1mRo%*`M*1pO0X-cgw~Msq zcimjBIhX#jDC>P<_ZhzR=SOB^HU+<0YtLSX9kUqAu^z0~@PQfeIciV>`!j8DPA&sq z8(gI`SW=D#8yD)Xxl6MrU@LP960-8}HPTRYPYP%uN%TFQx3?JKbMS~`Fr*7P7!kZf zg!1p&xzVueU-V2()cNCd7dBFcoS@JebW$3{;N9RQ2%pmA}#LA&}h0 z14%46JsEJOjL*SP`L`!_9jx*ltUE>=X zZCOqDus5Ot?3aI(^xkM{xc@k%=xu#Xlq-M1u6?L>+Ku!d}5=?98d@sHtX?Ep1%6A)4?^`N6o$)P-mZF{1_i5JR$|ncH2h zu^d4SmqsjTBhICZvL2n@N7JV zdFd3P_RG9v<6^+D#x-;@vlU?r>u@G>GKTUtRCZ}Nkvgu+({e28uvH<+DpiZh~-EeyXsvLJGnW+6SQQIwp0WGLewXE_mq>r zLy67!M8cV3#hiPOFUo#~TB(kWBc5w9o#3Z!MKYVXmu1ieO$)M!7>M}=ekk2KxjF+c zDxX>XfG};Tb;~MmJvDC#E*l}Rl~1{KPrB8+wdM>#P?GR%;8D%V=mx(r^xatrX`og1 z(EV-Z=2eZ@s?BxarXp14;XCx@p5NJ@siPZZAGF5l(cd;W@0l$}>bEv{sXz9PJi8~i z6Wg_NJC)C^FaOo>LrN=SEB_>VP2G^^0`BiAK}pvh8_wT8x&&L1prJ!y75MBwVD|;E zd*G8b5cN(OIjwORp}75Qe168MqK*|%P9}=}=<;N~iq#!Ser|#aj=xj$;1}aVxug3v z*)UVg zUZ!_uEpO0XzV#nl$L5~$;*i6VWDZvZz3^R+gEtD`m3G&Cc`V*X?xYY6&f@G-AwDo| z96Wn*e6ApR3vw$o%nBDMcvB4|_V5M@-0lt$GopgA%F~Xi;6gI+O7}t+)DU>!1(*B# zTT(P3eQMcdo)vDlLz+})@v7H-fR0~;g;o@Yx~ylP9Dozr86kcNkr(~- zEID%liAs^jx({zEhCy$D7|Fiz%pVvGN>=}sBk!`5A9^z+l(8NZqNJzKKVoc+qcUF) zY8OsryRCykgKhWv9NMyD;du#!l_0u7-B3=VuL2 zM_s?7=42&TN8$g9sa}-h$)qt>D*FeGktx`p{te$^hKz&Gz4oIc6yU|z^h`sF7TGS# zOY42l3>K%a2Q5yL-PTtoGe7D0MZw#~c3Vt|ti>4ARJ=Hi+27bjp3+V$&Y(6lDsvN0 zKk#!PWvGt}la_DK$gYP+MophM6zByV_#BB(7s}>a*Op{_>H$yjckyJ(F1I;YjV-8GZjDyDVd%w%;X`U$Yn+gKN7d7t3Ge^~RM(xH}|Vu0oh1 z8P}#wRPpG^Vn{jf*WS7+V-6Vx-OUE z0Tj*AXD=(;tvAltFR^?B-Y>A)T}L=?@v$8PPY}F(>7Z7=wxxaZB*6Qf)?Bkvd2LtC z<-z{eu2Q)|-;!+L`6_#zWo4hzbFVGpNCkQd;xc(wvry;;2y7LQyKwq7aC- z#HsW&Fj!aDdd+Ovc>A!o&{LO_xz1?jHlB$p@xkplu`jWY1VqIRUJ2@CJk*STs8gK5 zkJEWl#Kolbvgol-9vmc04Um#@FS;5=`KchT$9ef6mwDFfXf3w)LNeViN32}qXgr%{ zxia&jW*^Tjb2R7$Xo~hEQsf~NAI5asj#$GF*-zhrAzfiB0xW!}xx0^__eC8<;t0pZ zA?OuqupuVixo7_zUI2z@jHKH0Ju2Pt43N<`0Pmms&z@K#a zbDTv%TrcAoAg&yR1K6N8?6@h%e$NcMfUe@oJ?QIQTDEhWDrM)R2)z|aBFMK_gs9yT z2kmtwszB%qBi2<`Lgk~o#i6o0V{tRpjr?QJfKGv~sK=PC< z2b(?S>@_Do{Ac238~N13bo-JZ!K@x!rQyGnl0@>qQOh2Zgm4gr>KD#U^z%39lg42Lv1KBQPo@L8SpgC z3v_Y!k;+|eo4Z`E46NSf##vB2Clq zy@+YA@rZVL+-Bal>Lj*hzW1VaniT)z{xPDylkDmlGs~}(mtxm@eZ-U_USrwqpk9&d zx?MIPxzO&XBF|6{UPASG4>R~L{w#O^-<0{ltvmf7`9)lj#LI%d7pc5nc5vZX^@CdB zq?JkoOcG)Fx)~2=PgkX`bT{9Wu*HfY@dYp?^D0d!-fcOn(gG68X^+@S2|K7_Pqtq9 ze$J=sR-SG5*#v6JpH*otk;ktVX6IONuAOc=CC9R(1p``v6V;T^oT-2%MRe9$!$qQ9 zp`MWzWF=JMKuCG72QgcG-U~flHs#P2QHYT+l1qpyqRXG{VO~*_-_YSfoOkmT4Uh0E zSLz7@G{dS&@ zB((o@M@i^f#hI==N&P?m-v*dX4x$zfoQt-WXopVnOsbCmuq^+c$7O}QL2J72@ra6R zib7t3cU)6``YaDYi*}v&|D_lFs1FGXNP%*Ee%e@UR9?Xt{F+a})Bgio>xO6)wq4B$ zJz2ia zNmoP8^jd86TNcKHQ0Jq|#L_;Qpe(mNQ!BmeE8B;Y&i(;a zHoxDY76)K2)2Wr^yZuy^_<7vfF~GdJZ_g zsQ}Fx{=Q?*>Z8C~_~1mc^qx)RcsOr6GB5!tkH>&la^KMKvf-h zLpo+gLGL8(mJC!za=OCE8Ecnb_W|#NPLT;RZ+Yl8v6?y^WRT9kkAhs=;y6*uOmvTd~fXrX0Bg3e`lIbk^`H^)yl;UE>|T?pVP3L)Jmfv50G5-v#0X7&`jgoUHOHu5ZB1wa`IstbUda_-I;)ooZHHV!#3 z3AdExn%SPX9Wo(+9ZZF)D5GxeaFwFH#0`nyP2tPZ2IKs3(+Sy^!7Hs*tP%HM%}P%=UW4?J!e^TNsFhxbbk-*dj6O(qdYp5 z5?9hvnQt1r5?dq|=+vWVT-b83S+uupG^xN49WZWTV%ogIAUDiSQI0RF^Hxl~F6s3q zxxX)jC|B`_B3VATbtThaL$cL0cr^$6Dr^1l&gFsMm^EL~sss^hQ7Zxcae}?81UDcxUo8W}JS|Fg=r0-Z*uZ=PI z%Js>sc3s`3b(`OiUaJX>Q~MqiGi9)Rc)emMvo=OGsGm9SP<*d++n9fCjAHfYbN3um z%WS{<^Xd*}m!=AX!$xUQeskD>@$;$1R)i4&cPmO}?3)ZokYz+1v)BKA-6xEsrTbcQQYiUH){v;Yi5XLW`k}TJBQ_7Z{vgJi~Ps`Sev8O6W7Ro;%n_X^z zvt{Sa`f@|kgtd=_>)b?^aZ0|SFlgg&;)k8?>HQFqLJhBHaRUCp*_- z|Mf;en#v^`b45_rKQ8y?Yj4ymk?p+rsC#?w+5bpHrg@_KiT{amo(H9rR)~p!`^!iL z0`WELSn*0FKE$o~=C)H(f9j)=*{tp!x+g3&y*A+2UXL<}beolPQ*WZj4Q&RD>Uk*S z<@S5oCwG?#dS1qlyp4rFX@|Rean0ruH=^y$(5BzxMi8{zAH1QzSJ3 zUnR9><2Z>LRt+FX*d0qCXJ?++eEBfxi#F6R4WJy;^!UJdU(knJoi9>S-(RfMt%)Ql*RK$bwc`zNyAI|-pmoRo%r$* z%bldN{KCUz;6e6bLd43e>rlzP{{((YtvD4pcApMB{Sp7`@~c8|3=`n1gxH@iIf0M} zQ7{B58VGS%QnJpmk`!ylpQWu4ElFy8J$Ba(GxkH`g(Ly8)=U|3VP1g#gq!4yjn-6= zWe4Z8Sp0dvvRK75Uh;CdO@kbm>{F>C-ScirFss+$Ae_GYY9}v92-`!b)PTg3Sogu2 z83toKdT@_G~>&#EfWgBtot@ z1q5TXpkRYayI4S6q5XG7A=JuE7J(o3rAU!`E1VKqd^)wun&thmim8vi>|2BrJ1d_h z_fUd0OnS~L&4GzE2VY84zQv1L*rhwC-2ZPs2=;tR(%sty@}Pwkxq06&YlHMHHF0l24Fm$Kc^oC=?@_}PLe8OQmgpEf}XFUmE> z(BpN=A6^SS%Tx6hG&;E+Y(8pul`jw48818%JaQO#5#GLd_};P*SXMJS+t3x=G?M*+ z^?yd=N#wyJ^D1CX_=~VoDdvZ2%kNqE{(o6r6%%KC&{CRAYhM<`y=nhrxsP#*Z^k|% zi0kG-{`mvtUb6QEm?~3Es`mn>eKjNI%_CMod=}(R&fXU-&c`5Py|HtjIsqr^)j8fAwiNcJ!-2 zERIO(KRS0^?Nc=q*0D=1jrFq|r$2c^SsE9k*cwx_F}gMRKNbmMvpSD2eL}6qk*CY> zBF^&drL-JKnJ%<{#d!82A~T?=^REXHc6t@V5@CUO>g(fFd(LNMgMBikLo!=~GB=!o z!JKU{hbfARLYyyr+WGrh!+Gui?0f*mDZ>_8$81o?%<3jyjeWaT)w%c8w6#rioL}q} ziOkK!x-D*l;v`2_eYU8nZ|6F}yf;+VC=!CR7dbm+WZc_dxI>sHLtc!MIkLzHAz=sMz1G{oEJzADFc@thGd<Yo1qNx5E^~@l{gV6yyZnNfTYG`|0w#$LDhZT`5TG{YJ$mv5r%L#j z7x%$+(S3;y7A72JnLNP-$f@ZlRf^@4&!V_`~{UlJeezj?^YAbfIbiw zsF>b3WVg;I^b&nwyd4zNx*BlqfVa^}$J*d+o023DONjHyOAWkj60O3kqgLoj=LNPm z>L}CDHlSPZKHKLY?8RB_?nTy|8@5Sr zD5MQqHrTxVD;{ziQGhz}{=PQK*?z3@+M0=S^V-pTascnqPGL!ccV55eCU5X2kEn6k z>@}8+-3|IR`G?~MAo1ex52E|U9y(rXOPx>rFg|{@EdvvCNAwm@GXrUyz#Xs7TK961uhkH5Trj9949Ud#d7!1O?KM*J7Ue5%PIC@R7M=Jy zUuZAEwK~17E2qc3MrMvl7WqRo|5AO?-MAhRkPOHEej#I>?;t93`Ov8#FwiTImjOGZ zCpk;{)tnG{**g7VrS(u(aM1P_QS5$T6H!b<^={Gpc^Qn45exZ|y0c_C)79Jxn6rj( z5{?gGjYKgr+O_?YF@E{7gm|SP+mDiJah1xnLAVMd!YOF)LUGa$Hgp}wk)T9KTOpnc za>obr#pnL)zT{tGheUc!zK-|-z6H8}%_Xn8zUygLeS~fPA}42-`YdWlXy@-aZHE#$ zxKqg_;7Wv6UzyCJPCAs*U@Bgn%F`KF7yVKNitz5(*mAb)$Gmf3xny2rxO~0SfQfYX z*BGRy@VHp}rgx6|3-XASF8l%o9DaeyN}qP9`1WSqzjR;Z&+bx`57C?0#Bx{%b6>!Fu9vJhNSCKp^e&KYy(Ur6E=P6cD4WKl=kxXupG{ zOMmvRXHB|HT`bHl-~;cYf}3eQN3(Vg5^v1hge=?#9EOysc+>m9+^G{O`$ou zH`Pd^9e(WA;7;&Yy^OBEFQ!jAz}iu}vKZjY42PFr7ZM~E6{&5hU)oZecCea1T3uoz zc=UgHBK-A)JP<31-PFZkOW9Ek&ucju-fP8^6tS$ z^2^1q%=W_YLTtqXgGNn}IVuclJP3coM$?RS?H)p;XmA0uVTfK(kqyg!e)8gh=wC5~zheA<#diJv0vYaJHd=vfb{iE%?7(j}%8ShO`Q1J`D@f5(i0Lm`D zH1@vdv$qcQBl$J6LTYxo!f`I1nz;^*Bg;XU>Cj>%X3#@C`qJj#fpXdp8Xf+1huao*?#3yM zBW9<4eG;Yw%Qvo#nVpwFP};Ox6gETR$4rG z#j35a&V%B$FwqKOPZ6}RJmOUg=oJ%hh>fMvY8ZaN#JckPWy3I#Ny2L(1mrKm1Rn|) zXb^kCgc%4Yc-lCKZ1slQHtbo57{O^gMsqOU_5SkJnKUvlA~;5K(B91Q_u;8DZn_b5 z1*n7d3QzeU>HEN}tMnigVwCG0xlsmLjl2X?Zyg{jdmRE_$WRD9kX*=3)%W77PP>in|J3B5T9+#Jh7XW&8!`9^{qA>Y zYK0@8bK326hu@gg3Mk*F6_sZkMtxzdV0U{CP!dJvLADNuBAh~RxxHS|pOr~rBc`R!)U5{@6jr#}{t3MIN6|l!LpYPd0@q%M zpPyGe0dqVXh&aG6CW%oLU`G>wio|K9(>(Exb8wPo~)N5B&8%ON?zoRBr~aeXsjx;_*jns`-eU zdrQ}Dncw1~T0n-oU#L1Z(xr)hnqm5VpK2j4e6KEC>>U@fp6;E)6UH!GyXVwb0PHcmDQ!C3ArY%#R5b7-fTdJ6XdV z{TPO2R9mSd{-?^#o?st-?hGr$6&v#61=s&Y*Ly}a@rBXe(mSZAR6ztpKQ~Kg66fIr#xa?qd~=UWGWZ z*;{&(LPF6m9=xnOX#^(F>fwQ zF{W5V)U6|1fs!Hp8FdjPUooTC{#93i9U;I zZY*va+edb^T687`RO*oCULTA5epchC6e`Otgzf7(yJ29%dPm`+l}nz2z*3xlkfn#l>~|jFB1B9H~Q{% zFVoqMk_LfDI$CZZ-`&7H4X>ln>$(vj5{_eeQT+a+P;AwEXAAny&qZG1me%y9_xg7G zy`97rtmqN<`bOVpSfvi+`e?TtqOUhhMCX-1BLK zCjY(>jkah68-Gm|xk-9A3x7>9IVrzwNwPWZX30eL9i68!bXu$54OrjN%4GCL8)TW$ zo|Wk7(SCkorzz?cu{9 zk6WV_3g;vGs*}@+YugrxgVl&o+GQjG2W|y7H7ExOGcTeaWo@#e*uFwj1(hw zlK`_i&L)w#-I3K5fNTS2s>zE(+Ko0+9di;g({2i3+f!QBT2eSPT-~&rLwIHEu3iV} z8`JIq;g#vTHDC%OX!uXzqO&&}4Y%c?(Y~g=;Thh`Z-}&fg__%3<}_)hy>7yG$TyG8 zX)H{7Qu0tXj zDs88Q<{N2+OkR$BN&w@eKq_1Yi8}G_m&z^6?APR{MH0cYeEOLLA z4vo#LT)mi?aAtT_9Z~gcB7otaHCfnPH^yyc_?h#>V{^=77I^o$~ z7B{;AbLuJz;i%sd8lq92j^3_pmS&VJ89jp%E#>r&(tCbM42niYN|+f@Y7N`EvAK&z zMLBwx(WlP7Je1#PW7ILHBAe@>*tR{DXRT#~L!;E^dN{UM#{Bg<7~jnG3~aAV``3W) z8$qLfVkSB`V0NG|v%Je>ejCYuvf*vDNM&BABsG4&?fQb}8@K|hv69EIkEDFOcmu;>i={jTkx4C3>vQn9 z@ir_|cgm=s61~sVS^&IDUAOj@sCB)fon(4P6U9P!s}`u;qcF{bPehGi% z+({Gc9+{uBlKNIGh&cgC-s~BvnX^*XX@I$=FdM(P?HH#JEal4BX0b`LbhBm_3o!0C ziZ@K}qWG$-6gIFKP?5{^_oU+dRnH%NZ|gg`P{qoNMpI)>!bxiIg;8a3M_#%2uGaA+ z<8QJBu+ZdQ8tl4ZVT|1cRh|^RCzr=U)^89T-T8CI^Fx_5X zWE~KFM4fh_dZLBY5nJbD1?!3}2m}*4Q;CN(ky=vmj@2z;sbAhEh`ddJyiM?Un}En+ zwOiobd>WQiqYkhhyc%5k38z|MIKZpUI&=T9kSx}fEcTKtE*SOv(6Ky9RR4TqJIY}r z-n|dcWInigIavGJN3?XNh&)Z;f}p?0Oll!hVU1!Rn#9ccfpz`68Gi0AxexQUcQd2+ zGIAlEsSHDKfg$*8a%ZYxqb@)*-p3{WprhsTR%zy)L3f}j;qqoP%b|ALLGI2pNMpl# zP;-H9GtZ6?oHYqDTh1S7cty=Oi}^(VHk$COEjOi7eco;^QS3^p7bJ}fIqO6c+%Iyb zUDzdX?WgPi`ts=P;UT^aOvr6a|4acYOb=SnDwC%P34D3fkSGuYEnvl65}1?<_Jq{H z(ghcXrwx7eO$^o=Sbp1YN=O0G5N@a*6c+MlWbXM?$DWe^J-(QpLb0rSl=bO~%}?pO z4qU@FSQu6N?6T@MJdGKbtycXnD44EPu9g5}Z{eQl2+_7;J6HS_(-l zCvQMpZ!ih>fodgCnZny)jS|Q}A>Xh9iJ3|cf*Ue#v6S^537U874Wy@1}syS5fu@j{{1d|YYUMXP(fm07|sb~sMa1l?H2lcj;zz*(NmJ&?u zalxL{7_QB|4JBCMX*7sDgyrZ4c7%)aZNEhpH44k26DiGb%(em?L#*8`Mxf*qrqd}gC(Wm$77GK zn*j&N&k=IN1J7sk@pIxe0&AC(qL>YT4|)MXU7Xp)3J8)9vq8g9^2pFm``tvaiD)1K zg*re%Uvu(+anWX{{!el%vbQ8bcF@qW!&5@ogXvs9oNNn$`f>`5Ub*G3{hS$-EgPi7 zXq^x>qU>%26tS2l}_O7gF*Cy_(`hN&@Uz?!)(X)U;1Ik9r&%(oR}OyjM$)bZPP zOuI9Ga24S@^T`^rWRniGSsu0+KlQ?np0xssfPjJz-H>1)ppgxUOk6w~9Eq-%Sk=uI z6JqupiWZPqozZ^$+w$N<8(KAXEND}vgb}dlYp(7T`%KH?oPwbliELj|ZjO-lDAeVU zEoGqhAVak+wKVO!TLd*e-EpOJP@Q(y7>Z5#V=FiDfQo(ng%P9FctkFzb0!&fz551R z78z_T;xlH7vqgw17Sru7=WW5LkVYoD);-FZl}APg=*au-37oL7h3yz;t`y9F=025D`@RGAM}#z?xYy6@7p-S2aATTN;d>zEyJ zYJbP(Q6%Sa#g)9B(Ei5CXCQ65>FEs{ij@MA)1EOcss}gsPr|J~hs!*){dofBQ~^AL z&gJ(-2L(xR<O6Spv&5oPvK2AfS~DtP$b*9Mrrwsf(p=>O8oq z<55Tw@q)~i>=rrct>2XFx2dImNKbrxQFyB{LW49y!<9^*oK*ie<#!tL@8t}?Zc_i! z<8an~Fp;(J;z`7dCyf!Zq!HxE;k6oWGOjs8V-IUnqu92>w%C_1Sx2d(st-L_Tg(UQ zBXNu4OkLa;o$e_~7{fn8iNokNH?}5M;Mi4lTjXr0qE`EDc2$8$n%el|PgJ+!=SJh3O-=Ykqns9a`gs zu*cH7)?HPhbIW`Fw?k8nnoU2SkX>GyXJUif4=tCuzQB^Ma*2;TS0MaadgAg>ozSJ*Vel}14^N7@ca3SW$K>L}dwd-t+UqI1k}JJ{)x^9I;+3D?fS zy4PxcQ2=4y>+>$Vof)O{a@kI6hONoK%Fb=3`7XD9X5bz+9j6;kMq|zBgXa6F75Rav z1?hx@H3XU{C(WZ&x1pZ1N6X`(k1QX0Vo$e5+j5uRWs5y$?xOFKIiK}!Yl`)?=tIul zbY=(vQAF7ED89?jth4pFx8qLM=&{n;B-Z+r)0r-!Y2qPAYTfF(J1aBcNI`^yYb;iI zy}MejMuaM0y?c+7x&<$|`(WQq6w&0wrI15~!1OpcJ|y45@K{bz#QH`2u_|n#>rkRV zW|89Fls`%7U_UivAOsDfaWco1G4-x?4fHf1M((Zi;64R`*q$M~{bsQ&Hp=$&H08&q zXPdX@M0X^Z(*wa`OV5>=OxIr?#d`awwn*`nA`zvyo2gpLH7S`as0Vzg zoz+FfT|jExQFL4Ya~HqH&<9eCSF0C+a-GNg>K+2VyT1-+6;coS=pYG)xq zp4!>5vAXG91dt7GI7xTxX?sH5a3D1jyZ&e2Oj;p>f!J+v+r!mcejJPWCo&;)3i3%_ znx=sJMa)jZ9v5_kU_3wsiRDgH69}&aZYK-MJJiQu?X&qXYfBTuGGqO1L z_Gf#$JhChy;G85@ceR5=nFEGhhWC|phwE3+Pn@%NTV*)lANmUFS26BEiX0!DR5cl& zj779qI)B@a$?|h&0`9H~`J0C=BDd>3D;02VS2AnBcJH(wUy^5UO+8o9bb7o^j}JJ| z&Li$y`x+`W3UyaUMGAc-SB9RJS$gkE@b7TpKiuU%v6!m^SV9m(3!GK z9b_yYn!zaA967YLPuFl*_wB0C%FD^t4WT-W1@kW+=}3pAGl)lL80#C%%3b_}*u#Z}3n%wp#tR5pt{6qSZswh%EvbQbiXPvCLX z3)g$aA)3lb*mxCI18NUfp7wkBQfPk3Sr_GY5VF0%25GU75i;+wwkLfUz@dw4>bqa* z!P~*bnMs$*Leu&1to-IxXsgCvLS*~*l|uLUIPkAIjJow#YE%ARjy7Dyq~iSQRPhJz z_H!8mD4}=dB6V|E3Lue`OvU!i_n#~6sK&t|`N@x-B0t1M_I_Zd=nOk(k)108`~i6N zjUlbR=rKopy`7JA)lh7m`+Pow&7g8rfimeIZ_O{*@0P5&+x|RX46awrj#XMXBggM6 zI#Hq!^gE=V1^Oz6tglsU#i zSngk@P~6oQR(p31#>)v=G*Z^yGE)EB3dSi=VNzHq2_kk|DB;UpHK$F%PK=+N)_A$t zI8;m|g$Gc&WM#KxXqS*NAe8W_C+X-1r-(Yro^MB79w&ajBMw4$i6|#9W25iy(T?jE z82zmC&s7?3Z++9|hIA;jtWwCC)c0<`crHijnG_LFo4@xL(bFQ5t9h_*rx1Dvhl#eF zx$`C+d|)p`zLdF{?=<5iVcInm`3A3@v3q9OMeJMG^E@12&Lb0-^Nu8XJw{^o5YCMB zLlH%C`|gYi1!VO<%x2eLyxTu>Gonf=C^*26@4s|{R{G2vL3404{zr->kj}`^vJ_&p zdC;1s?GD;8K3@BXX<3Yk zvc8>mg;;)t*p-1@=v~4QOPQE^(ygX}jk~^;Apg z6sxI=!hJ%Msc>R{27Ky`y<J}`p6oeXY+*;h6x)tmf zJ(H#=g2Q+^cFIC54qc94%2OQ{$)mQDd|DshcPlhxP~JYM2O2y~ zwruwqZrnfGwnScM51+$KTj@k_*VmYVkh6n!u$a&i;+-9R;5CskIqpryYn=beMdUw+ zOe)VGV>O+ONo#o%w!Df2W=xbe4nyRL({qzF^UD7}O>&{#hJ8BChr_L0l3(LII#G zkNc2#dMUZcoY;AM?i5_13&-G3&(eR&wS${&)*I~Cht;s@dvrhmr}stH^5Kg-Hw zl8L=vgjzFG{Z#n+cRAmqJu$33F^jg?CuXv3%Gt&x_lf;l_8WUZN$o2W zV|F*;#Ka8v?3?26Q}Z@1|B&08!c=P$*2S}7CcJ*;gi%^dOQPjp0o~=yoCdzzqFOC7V4N={*@)+h3eww;5S4 znOLJ3S)-U(Rhd}PQ8w3WB=&F;be=|#=~?_2R2(q-oHwql-p8gB*-Md~KVaS$J-cu9 z-!9^_G`ndB(Yev=bR6(G_xf62(v~@g{C$WC>RoM!*UwPsd8a8AZ{mv|;>yF1<0amF zPpErrAC`XW<2jJq_^mzfM2m>%Hu{yl+uws@nY)h#J|}bi%ot92IHaLdF~Sje2JKAi z(BU4y9UWW*D+$Y7ZRWdO+iA_jR?ut!<7lg#&D!i@o?BURNB1tdT&Ner!hsqsxr~K2bHEY18<#y7rLS=T+v0Y z=yKPK^5!{zG*^7Z$fW{jEJy0+O+>b7iE88a@aRACI)!at#Y_3#KRu{|FL{bN0)5SC za!ZwSf=k;IThQ?;DuaYL!-P!31lUhjXenna)wVOxPDEf7@eB#cFROW{R`~~B_6Oe6 zoLCf+;C8~wQIU{n48IaWhsTP)uSleqD_Ynv^6-O5w;6F@hmu|GgBlO8uIRHBFwB1j zZrXF*R6iSA>)|xN+Vufee|8H~_*}$ZdV*T|RWN~bZt=S!2)P*rh&wmf#(xFf3{8?y zW|3a&9k-m%qigKJi(>tvkDdqL&m12gs&SJT9mTgW;#<$GGk=WOE9hT_z;30>Y+#L< zr=nzJyF9@d?J+c7??XXBT4w5+&!wB9`RsB2{qoW(P(e2xkKAua^Ue!lDAkUr3_B`G zMhMQaILnc-otPuT8rV{g!6gL3B;}2RDk>FnPB^aTz39uNDNQ(Jj5vxb5+`Ti9y4$& zfNrC>^l9J>-3)wt4-Z|)vhYYZ;h?Kbghrvbyswpiv+}woEOPkH_xa?jV|;)Q8S}qH zv8)+q-=m`N+5Z~)0EF0yx72+>8SpPOnW_J*MvVLGdSB!8YTG8^x3cW3WgrM=Jge3Zlucm^`3LZ;19;&dxR>hT!KG5I z!ttlGGZe(oeI)>@JBkUX`h_E_$0g>Yh+_znHU_#nEQ0K@Al{~hk5K90k+*>6j&~k+ zOgO-FS77=2h0_P8m+_T}uV>)HuJ&*DiK!9`9A&T?IIFRJ0z`bTOnk3G96rN}pJUaX zWkt-gMu>1WJ-Ge#b?{mLm+chKo2fX9TvC3){ZNRLp8BcBes*yFxdV#(Mn9P?-r>|o z;>k!{##xOhcg5j0z~EZ;eyna><{0Bqh@jOtHX#}GX6|{bP!~jI3a8szmF-k^&a9~v zfUvu~N~urXK3u(2>OPl?%Sd9&;gZ4AWDI^%bC0=YW0z1Sre?w_>EN4DTQV$b=14Ge z9F?~nRkD?WoDdaOrW}Dr99~8oh82mMGw_5J>~~{;Rw6cn9lgqqZe_POPZY0&2f^Tv z%f;`_vTnO3jCsEMTX=wtf=f~*W>9S(Vw$xX(9`9}-d}QW`!u}iXK%KFymqS>laCc?RmDOW|<+iYHj6#z4GT2b*9H_5z$M==WLr3h7 z?|{r5-Te{#7m9%2bJ*@n(Xs7|E)e+{i2tw~&!sjpHae&H;B@_Dus5n=-_=n%D zl5PpWXKMP1`cK^466)B|#q4M_JG!7w`805g_;h~D*~KxqvX75ed4qPyBXnvi>z(l9 zVh{q)jyI^w7bHZl9aDQ)7QEoQ@S%?E^+D+%0T{Q zt3UPqV8v(4R&qz#)(8atWF}zac#Gh-=NIA@d^!5hPi9!R#2R*Ca=vPv!`=xZcx|@S zzG)u`=?pZHXKCLy=*&OVIbWR#59-Xn_LPr`xEFl6lIthpi#7_rY-gG}OS9nK2ZyHM zFMW^CV{dzbA)l>L27fQlb&tVaseX@0!~UJO_amXrFl$lkZ+mJl*}zWUIKp2ykHOV{kFF>he90{_!BNO&+)9=QtB9#Q-?XO<3sKh40@f5 zUf%>fGYkybXFD4AJJo7ymN`Np)3OUl=p5_@k)vBHh-L`#YP5;|^uLcJwwtpH(;D9` zRHtVrEK@C1gWa5Y{{SKhZO{Ci8S>2gK2>)DHw~Y)&$K`L=f>dV)`Sfm(`!HDlF9UM z-unalt$4w-yS*2&u`=c~17iaCvhx1yZ7JWMGVANA_VS7^#n(8iuava5Z}>62K;5vsx3VAlubWa?8G6PI1D6Lf%4ihGsBIp_ zqL{A?asRGk!Y1`C60?FkCqYTR&%OR-2|FhI`-uOSp4q7E{q|@H6Nf#e!B9A%Uk!h>=RWHEk(4XqH0-q| z(W(MTEekI#wG>pvxE@^4Cp8Zw2P>L*toeKW+9|yV1T(gnU_C>=7fLuVjubFKza0FV z_1qlL%r`yG4H%Y6Qf2{%RhPc(MxXp?qOy%USx{o=!Y_W+58M;qey&S}gZ?czskrx1 z89P%`BEZA^%_&$CsuS-w*BQp$YA|)E06eVlgT#n5dY4;1ttCMu)&|Ve=gFLg*wXpI z&Rrh4PhWjm1hSTZvVcLUGcs8s%lsY10xIA6O^7PXQ$+_5)TS{0f%(Nza7h1G$$ z5Vhw|E*0M_%@8uZ<%H-3q0V<;X|4Ai3c6s8GDtL^--i^No=^kvUhoVf`DYg0v zEs2Vn*q*?{s00JG=<6#SiFeh>A1Z*N5>BZ55RIAag|NSKg;m$=PIHjg@Qw9~_!l%3(*y3As zkg{Jk9=9|)9Rt$3RC_x4d9r1-GfNZ!>D2#Ua6TrFBMI zDt$EvJQz_Kza}V9Tz4G?`QC{qC>93;X|626QM_w>eo56iT6nC$WymDY@aq;W-_3z` z-R(o>!@q@}4{OeU^}JIb)DJQ{qeY056Uq zlyBq4BEJ)xj1rGYM5b~H88l+r5Y2Em<`p9WWcl!Cn3+ACOgI_ygXZD9Ly}L+Y;j}B5 z+}-XJJ;NyA}hG0FBt;Q<_IVSQCVVO0T>(lK=PMX zXr4Qd53sPQoWtKQBBK1_(8kN{XCcr%F~l;gRaK^WZuf+i@$CT@BfD-)ba}G)U65j< zCpQLOE@pB>gi6>B7xw4SRR-kAX&?}aE zgM*6ovGgvfJO+d?*NHh4{GC?uVmw_` znKz^kp-TdHEi1FMy_dIy`W7Kd=P*9MQ6q&5izEB^)2#yTOWk11WoUXnEICP{!WyZ0 zc~s$+B#B#7UWQe}3ZmCvEiY*oc%%P$qus|6k?hvZnH+5>v!6>5reC}vCgAaZ;NbCf z)Ci}C&apH8!fuHQQjV=E3ir(lJCg{-@RC3 z-W{9ls*+o9oP@_aqeqez3zZhg*eettfV*Z7dJ`Gy3BIQJA zUWY4xGrYkirFTU1g>>`LWZOIeVKJ8tM@J1)_j(W6*EOMwtFEKe=yCy4CD`t3nlOd=q5wM^! zu;)}BG^aprp(AP$cRsVz76JkzhhaE87DAAN+mEGPqk@ud1%p=+s;9oL%TlEQT`j;A zwt^5}Vje7hoj(Ayx!eba_02yW_$F|GJ-)oS4IbaU-hB!T(GuYv9P4ihGnC=}iyJyS zTDe-PQs(}Pr9ShuxKbEm8ZKe4=y(Z+b?WDr`g1jmRE~t4y9(`m+rlUb88`v((3*Qp`SOzM7O(9^=wIt%@H3YmCN8_UV#)S^3`5$gCz7h=P-98t zo!n%5WIFN;kY_3S|NWack5~~=Cme+0=OU*egm5Ai=cC%gvw8(#QA#k%TH>^_;}MZ; zBJq|s3Z^?91yh%F_}U?i8?iiESBRIw)*6`%y1ohVmST?qDDkSC3>naxSDh;Fom3{;bvI^mJffVywd!?iUJ~w<$pHzMA-gf-#Kbp z45b953g0K9Kkj9&2D!2ltAoBmUDh~XyWA^4Q?4-CFUNuCaop0KJ+`OKb2(_B0g`s; zScEC=?Qk4H?@I>r+5hszm`Ge289S6X*~TbhD-vp`FP_#N3P!6LLmVS|xPjf0*4He*aEr#IdC6YvVAlP$om2 zX47EYVQr|8g=2dt&-1nar$iF^VQ?}8D*qY<&>($(E8qK5vf6Ea@!P^gpYGd|RzA(T zA8*g6TR8F&PsC-J5=v&+rcG6JZ6m=SDm3TopOaUmeL(Z+nM9>Pxla1FNqXc}xm3nYk_W$0BKPxz#@NgEuI!$Kn?NBCZwuq#|&(W_$ zcyczcuVell&D!+ghwmPaIK)(?J~McP`Om(5?@UkWtFB|Ed#0#ETyC8wEM&-WtX24%_)sDTIZ(G*G1&-Cqh^;z9 zL`9%320Mds;r@_iIn4#}U;?Kr4>14?HKemgAnk9DYVbp3hsg<<>W-1x>6(Y>3QrNk zM~B}#_@ILhz_-X`8GajDhqlq=YzYfw3f|$%Xa>-LuirrEv%{w+X?N@1%xYw(j}VCo z7Hg_!W=a{=byi&yooHgYX2gZQs>K;0*rs&PNB#gH^vMx`2+PMTL;MnEBALRDAL-L7 zG3>26kjzyHmAy2oH6Aw6q+#;x$7ySVK=b?zEao*(v+hvQgI|3?6XKVwb2cHz-8QT_ z^;Rc?YsxTK%SKN1ToWv3F`hx>GKnP9VIH==q8z~hO6XJU0F9Qsb3?}xmTH58$!90e z4_8H6)#1Zohr~&ZCU$#N@^5Em|8rMT5EUKPI*ix;I=4pTTOF3XAP|w6|LY)ItJ0qt zfTAzloj!*?=GK}4%i?gTocuyL@HN+A7CydB`3QTg<>w_~ggp@CNQ7`C9;uGELl>Qw zV3R>E#RpfSxo(*rQeDf=(c7HuIpgJVUJ_hL2W_N7XwA@k&CqF2UWAu4sPWH6?VpyQ zdT~JgK^DM96;a99he`c-+8p7c|2Zkx}klMxqbvLIr@-ZdKJDNXqBXU z_caWs?9+!la<>h5d4z8-sHy1iH5huX+hXXHpqGmoDK%E_L?PhH_O|9=L9cyM48xTY zErfBCsM}JiM$8mrup*~_RtL8F4t+nUzb59o0P8{Av!U<2(?OMp4D~&%^J%9^sir7q zb{1FJrV(Zg%HO>NR4ECj^RD7Vxhn;R5q+JymwHDSvrAo&QY{P{A6!5PO|~AMRy2pD z71W0m1i$=Jit9TD27EcnEmJDH^6>`kZ+{qR_Yt#EeCvs8a#Y|O==<+wxC>+YeLSqd z%EUC#cS&?*tj7jO=hNA?!xo@wuk+Y`Ukm2usO5+VC)z%Kz z{EO|fE`PHBXn_}(N-prI$7{xP1<%~U5!%U9E>f!WlmAy!)uIfzj9;OOk+Bry8J2q3 zCn~R^QzfZ&u~nAz@0XFRrdeOf>pX-pM-|1#_DeYL5TvNa>w(tBAj}g;C zibMy}+364^OE>S`QSsqPA0AIe{uVkWT7An!piLR_1q7~GZH(T115oWqlCP(sXYPHT z0fjDW&(?a?R&S4V{NIyO^H{&6!-n#CLaIAMYLPb*MFPAtc<#Tcmk;BzYD9v}FNyI`PeMciV{8$myJtnKEwWUqV~w znUX;8xiG$PMyz;ROw`K@SCG)L3Lom*K6E8qnPsw^V^fq7qCm&4gSj(hL`uugrIxNG zR(;PUOV1@M&m|jA1tU-G$1=1diEJ47=60gwTu7#a0NCN*>0rw$FWLmCw}mac?}f}P zm|Fq(=^*zU&16wwo;v^=kju{b)Tv!uty^5JPHVW6kiaNzXz*C*6(jB^9uTqxfOhcL zJAU3_fyE7AaO%?0l9GzBjCP4tuFT3znxyvoWwZH8)vMb6tGSh2-A?9xHs*a=)vLxp z)t|#Chw5z&7X~6vfOBu=?5@Lym)lj~-5H?3$o8}Od{Y=2`{(mhj7lz4REsaGg98o$tD~00&0j(Ql_Cs!On9jX6erO&zhO?XLfiUA zDbtH|-zvNSAoNBiMCohPROn|cAKPPIjJ{y<>%Z8(wyqWQAG-F}A$B0I8rZ;$`f}@) zwaH~?Me(j-b#hJvv;Wrt)7g+fEx|Sx1#kyJVI{Uh)=MaC+ zO9*o1dEep=vDpw}8sD%~wjgd8+%MuI8m5}2sE(7qU7H}V6ZN-#;vN&{BQdl2P{TXugW2w41Bj>m9 z$|kSP;7g2EtddRA_4Uw^e^x&9(#gHlYrpkOW~+_MI~}`wp_1RMb==XZ_T^vb{dZFrU4<5u^X9+aFo+?_w#wIixyM6l|FG$BfidVrDFE@_e zBA%r3vtxPHtZ(DBLgFFx61&kA{Dtd55n>DCEoyU zP3`;?c{>*~ZHPc*&W3;(iCNoRZ^Gk_cNFvyqsIj~Ih(Dm+xq!AD6L32O}%t-EysTF zzQSdt!=Pp?b86A&Tz2B+8X)G!`vES4M@>f|t#JRKlI{&&g*cXyptH!Uqo9`jfxI-s zq7b3nN2OXDzUN`(`@upT*|gIJMGqPw$}7TWPC}t+w5Sn?QJF@}iOa+@1|6kd-^(Vc zQ^I2ep6bhf==CT0?|JtJ4mwap$fK*l>lGlZIwY0}h_ngiM4Yi~$X$aJvCnZV-Akld zHaA`$=U+U(r-EIn56e`M-K56e7*_;zU~i!A_TuHqyaTlH1jDXt<$ns@w-sQ1T;4X3 z2Re}lT_Y5P7~hDcSH)4|R4NFHJuNAuuGGEgT)K44(no68NAOR8L(yDjS)1rw7PCR% zOYU+omzXY=#LaP8KmS_S<-UEhq0tpat< zUCzJqd8!2PC84MDSm|yMN07iN!q-u$rdv@`DtbE#7ZE5Ey%lSXTa8!q_PCRf5DAU6 z*^7_t)YrQo8s;IDkP!Rd0a_5ygFYdld^;Opl@}6eW4*|#R)N4F;rqt>#}K&x*}yQ~xI9C8!9M~?`I9Tk~?&=J%+-9XCwEh78Q8oJ)=M$R&gp5Wf&nmj3n*_eO0 z*LS<+kDkF>gAi8pGU%>z7=2i}uhOH17MX>h*NTD=Zb#FGIjl6_55yQw{UC&cVCk3nJUGDJ z3Skl4k#gV5@}?I-1ZnoY;{yyff>Q-3YILfeClRdg!jv78JY%&_KPIQ7FLH7l5E z5}$p}xi*3DK^goTC$R6ke`$IAayY|ZZiPc~>%{snU3Uwgd)nG@e4(u-2=iM?g!{^{ zw`bUFVJFVdc2qMEd-$k})|K`QsxFJxhP%Vh{S^fqudBA7d$;aQ!z4e1I*k&>v#N6g zGdYl}A;oEjefmuC1^CcNQyK&Y(Cn9l&wV7?xc|c;*j!VYjhC5UVubnW?yqCN=ipS1 zH8nPVnUSY;uewsf!_9|zga=FwNB`C0`q>Yd9a9zfbw}zCI|!;usoWUT`-&cX7COn( z|93@yI~)7yE1XC`ozgbf(9%rt+YB2_GurJ}-|N3XikxAuQLNeZu{o@XObe%0Oekr(@;Ur=Co zNzL1uH>myA9hu0e#FYWH3Gv(VuT{KSAKr!}MDs`}+*VWT{h<*g!soQx^BD2#anM8B z{P;*^^_LOEwcz)a&c~+@XxCr&q&_xdrx5;b>v$*qbB^nff)nw4@N` z(PLW;ZK+?cRo_cVeTog3dZ&}_Ii<)R{7O|VU){vTQU^O3bf7y&Jeiwp+TK=ef9~KV{hj{q z?<-J8&HcGrm09?Ucl7B4-Rmn*EO$>5jF*xT{-XObMEZn}=z2%821~_)h`kFGD`<{Y zBxQu7?{4C%&>YDO>(vA+#D%_?z0aekAmqCOKgA&=^d>>}D3aU$Q&nKjnKVWc<&=3qBv3+_r+{}SN_nF>FYN3QxuoagfJuIW0a52K5?DM z>=3V=LE)pvNkzmLr4Ol#a7Z#X^}l?;2x7*u-C`>KyGkLL`s~n0fqW_3Hqr@5TBQ@- zNTauo^p!ctMUhiVNBq}nnjw#sicrUVdL&j(Gx`;u)1CWB?@38r1I-hwZI%-`l6HRki;sqcv&H0?-$)icVHUCs zC~M#LWJt3_ns96^Q;vI(sV;OsZS{5&Q4k1O?29-_UheT#p>jr%$hSQoV%#5K^tPvJ zDJNT6B+19!NPGUGYcyTX;K|4j?WRGK)(YN)U21SjXU|;3mzqERqJEJ|zGrcnecEePzF()flwt*tvrRYnr+%Jj+{#SaUf zeQFWr+xQsL(AB#Q^$H$1B%Ql9PWGmyI$PQG*o+%)HkZit$AOYDZp zS)C7kkE*$Ppa7)KmnR=#>RC{&*}J(TPcGP)tWU=>><>_Vnot#EfzhjG(a_@zpStmc zsXP8g72ONqjjLPXOjcYz`9N3fbPISxi^lsd- zBk=ULi1)TwJQ|!PZn=thjZhifvAd(r8p50KB6_kqWwJfR$A{NmgBP8Ym{6OT5a-x5 zN=KX_r~VAQiE1fo>A6oz)z}puCg!K8K{e3tvpHR~6Qw@9X1Cx?d{Z7T<@zwO;c>BX z`lRCU24-CHdqS-~995hEgn;FSA16t$zY1Z0%^^OiCg~z5pw6-UJ&|it4eE^EakjT@ z5SLwGz3tJ#?r}$*!$zG0rN(hloEU!LBMui7hxd!a`NiQItmqR~G(sFsCk_`Dhc~d= zn>L3-7Ci|1v`lnb~XP zikr}4ynNuJvglpeVySVn+fJMbk~$w{-*!@y;WUx=1iSB zHTLW2?&;~?jH`TgMe<|9cg@Z-GfFgDNi$n1$F{T8_^Od+7L;uEnp@C;Fjo4j`6nOQ*tW)f+TZ48k~8RqnH*v&ey2Mp8bwA#%Z-4M!%TW7 z=OEw%Md6>uP+#~{2k-4&X6ebn!NH${=0gOrfJ8>P68NJMI3^j8&P)*TN~{Dt>Ws0U z7>$zU$W!ImRT%e_z{AX6d80n($YrF-Wpu%?;ScT1-A*>5m%2NZ%-xx1ZENO|W`FtU z*a#ew0T1095xo-0ESAZb(?2m!S%~J?i2h>vVs&4Tf^`k?ed_7K2KeYj_z^|;3a?a* z&!GvJ{sMp&=3TgDo_ zEB#|e^2bK0Z&iu@g5U6m>E*1IsX+}O83ag1y$H`!gVo%Q)!d5J+>5m!`<$;9f{`&G zfT?axNE-Qcs)GqH1t%)orLpWo1U2 zWi^ejlH0t~AG~M`F!f~sH@`n9Phe+`UJ*lz&E0pamsXbLm+ug5D#dHl$04%6mi#W6z_0vA&X4^ynE!WlPHb^ruF;2WPiOIO2B zw-M#;x>RtW4xtT{S-kz{*+c4=bjd5^f)H+oy0o+54>EQ%47L&lBLUst4>4uuiRLQU zz;i_L&h%g*{4w|^yN+s&@n)S;eq+)- z)dtoM#Jmo~EJi3NWnVvFzS5x-OZH=mn*m@aNMYegbi;E8-xG|KRsbjl|#; z#&=6^zW1?v@EiCLm$09jS&N48@h*{gY5$Ui;fkdzK(CPBIpY$SXo-fk&h~AFMG?mI zAz#53U%`uccYY5zCPU>FrF=WeJ7qm!f=JAHJ|>6;>>5U1lro7&G>k{YDu8VB))NaD z2kC-gNx>g`z_yS+*l-V+DH2n$=UG+}u;>lu@dh_}gNwU6(&q?F%9tu_g!l#y00pnt z8%+r$pQ6n~l|P9q?|G+8AlNtl{Rb{k#MGr`iIr4lmr@4MusDe+EV##>ZS!|0S%Oa! z2xJBT$q7U*;%W;a*;NlB8x!u`Nt|Wixh+W-e9ULK`%%GCTg7#kaKz$yO#Ps_=Yp)?sVIW%EhsU$wyZ&`HTG z@1+heiN8(HOGb*uPr$>H7guQVYwcunt^1QFp2_$l8q}6{=rDcMdwA#G(sT7(y;4|c zp5SHbx~KcSL6#fvMI1?nG@mJXbn7+q$Q%Jy)_k`be^>~T0>3(N95{m9N_o=|-89SC z6hmQ;s<0dum@x}8go(lCh1RJG%$+c(edxz2QY1u!734q{=Y<$}mF%&iPEIE|7<3PI^O*~92+wx|V8`DL|oR_w#bM;38jxcDQ?TS)IjrAMggxiRee zN<^h~a3}aN28WP6Ji|^zrJ>aM&?-9E)i`p*4wCK`Qcs_R2eJy!M3(4Kc8HJ>j|5h4 zUiRv3~er>7UPo6%7RHbRk&_styln>pS$YFuv)zSB6d+7e7y6Yyo;9Wt)>$ans! z3PdoP%~+USS(xeGp1M@?GOz4DD(}&9CyA(|zAFxY&zer*M@jBQ*?9Y&@0E_;yY<idJ20bsAM z5mJMnUt54DUtwMSNr+D}YwN&HNhkIfFA$WHgxmeTXzZiN4!u_b%T*kUIH^ho+dWql z7|u+10%BfC{?s_3)Cg1Z>rv9%XKvkRewn~$B4dQD=PMNpPSu;!xR2c_7MwZXVl z0(PI+fdB1)*G4g8GBTOFcbL29n7f4vB2z%*nILiqs8I;wMstaKIZq0%atj3hUD0}&Zo)jy5 zbQ}CK0f4X-etbEYh@&8s)V!oBZ%nJ6<;^l-`+Ue9S{91S_w~n9F|CeXx@J37N3NX zv^tp^CU61GXa^-i0BF?N#75UVPb^9Nd9%cKp zELl|-nv)kY9eNxa)-|4#QwKRXP+Wn}H+F!xBnV6 z_9%&Qn@Po#)q>=09QK*4Gn3Ok7mIltg;FyG%WDMf{zn_IsWV%A{aJi{Lwvnd+{~Ny z%%0W_{82K02bJbB9P2XN9F`GeW+2JOv_cyEj!uupC-QCBY&vqmNSNq2%BeV3ohjfI z5X9VXnqLW+Oopo2C$fd;oZvfzoOWQyz)>G$f1<+D8P?qZA|xp7c$h76;C8tTWpLmR zzGOh{557piAp3!i@VPFY&q-pV@_H&`tf4!9OhKk44vb5MX-$PmBt*y|L>SVNoR8YU!stfoU@i=uvi08 z#7R=C+ozwGzvajm_q7xUE1AUg6f<~tY7PM-2Y~VeKxidX1(eCDf+@&Q@yAQ_*#H!f z7cBodo-kVxQzC)zo`%K9D~0cfedFRkFux+^y@q{jvB@4hNOmD0w(636V}f61mA|{x z@(nc`=!070zR1SrCU|KR97@eL!!Ppjhr~y>TzVtFuY5;uHiX##mTLGXZ|U+pzn%>c zfz#FS*F-+*1%Ex8Cz|>+k$Mg0zXlHn$Y@J!>;!aQ1$0YXgBP#Cz6Y3x2bf}qm@S8x z7(LGi2bgRJzugNk)ChNSnW;sU_VT-s>OE+n85Q@E%xp#Nc%tKWFImUWbdIMn65r>M z$wxCDuw2bEZ&1_tY(m#@cAW0ffKHuRuouTC)M~O?M8|}>bWQIO?+=OW%dr~xS>7J6 z2-7|0lRt0iB5z|ZB4uqjP}%mpeM)alWhn`ftaG_G;p^wRN3iyC$9_7y(iQl=j=+?Y?2N?P$26(ccj9IKAryo^Ahs%_gRK+?PWi9k2m89Ws;8F`dPoD^9b)z zPfGge{D=nSUSKC={4itkr643+*yLj1%}`TFcc`w^M=h4Gcd#qsD3Lugs-K1J``xiN z*x|88k4M*1-Z>L;WLH*To`4SW^?&4MZrFTa?ch42jNyawYYaJ1Ru8O-}2=U^XN0+Wl_}6V%R%z#QX=h7m zXJDyx*86;8$_WOUc`;rb_D`tM(_wX9^f}jUXu3d`qW3iHDi|Eo$f3e!&E1{fz6XbGs)sxDq-IU0#;B8LY*DVI4iuJ4~#pGm|G8+E8GZcvXnqM zhs#V?l`ku?Rngvm=J{pdABsg8Iz$WdMGH7Jm$R!HL_eAbI~F*u3P*kRNV}ht8Na{I zo2-52i>k^c_%OHn6Z5ItI#5Z#oSx~b!c>j5wZAn9IB?Yv*0`%U0e zMBt;iXX$Hed{jP-Isc1@)*OucHy^L|hkk!+cgBZ#8F+vT>xTJ`;apSvOvB0W{akP@ zfCZ!|%&@##V(5IJg(Y!t0g!OupP5J#%wh7*$vUVKn)MHf7^v1OEB=VMlb;KADVtu> z!nik`br!t-k7;1YW|{K(mnEc@Mp%pn4O~chZI;lFWO}K$q*Sdl#}GxW`(V3iA56sj zvhQ9`Q~EQH%JkuPK!a5AxP&RHj-#!x%lw5Yc>~b9gZD1VU914rCB6Z&=_DnXYZIR? zIJ^J+F8JhSs}WMl`FKhz_3&=>-=KT_;CWq9K!1^BQ>o*MSL-oxLWAHeFM@9_@mFcC zzh>}O(fv+6!#a?*GCQNaMD|Q+62r>KK@-nJ6Hi6sf}y0@Aag?MVefX}r3m60rQl+)sS;f24Czoj zXWI8e@u`;@d_TK=S~R%WRQI*?XSzdoUTL0r*DHH$UnHkKetPajjiz|IV*3huAetjm zyz8YlzW?GW!B((YH>afM`}&rhJ1r_v9Gdm|peYVj9oS!dDTtpIeJb+2SKYnJ8rv6s zqP$nNpjY~cQj-|A|LMnsr*h~1XGWOi+f#mKwD?h{f1zP8P0m|u2`;j`!B_IvNi8XS_`T`t%zvP~{~?60vexoX40b}{vOTRU4nb$&rfBRFG2d4{zrcfM`PSvJGDFOCQGQ=7G$;qpg9pc$?imL6}huU}{CJ*s>mpHBan91xc^ zUdb#Q|L8gG+X+qN08VK-GpaYfGkixgUgq{7u1V3UkiQjN5naST(lA=4Z=vc3W4@ndB0X2`&15rCk-} zWGE3fgk&;~^!yXKVi+l3nYe#=0bPOem+Zx zKv6cuILM5HoL95&7DE3zE8Q!DE3lPekgbdDiP?$OiH!{(5TXyG-a)qExnu_B`A7Jt z>34Ejkpf@&rvNWMFA&N%0wIAN!jyMZZ3HicZE#-I5!y@1+BE$ECo>^_K^UnGRc+4V z(2<1$qzx9b1KdHnMDzS13Y+0qguJdU7-mtfXkWHXVQpA1SH3lAA_T2&9HrR`xldmj z&b401wO+%uE)1)OdBf~%f=Jh~OdA-n{Fs7P1NA#G^gI7nz0ho2V$_7m>UTzQty_`i zH!^F0DzJX|BCC;2tf1AIO&LiSVcGpJERCgY3ljEF-Wo~Mkxk5_VOxca{J@Dat_kOd zEjZhM8QWz-XErNBQAw9Kdm zQD~0E+OqPIz`S;Rc5rvpc3l4N#a)?~UT3|;e+-ES2_^Sz0l$L?G+|d}0sOCm3k(g0 zWP|TX;E4&$pyNNP@BN1lataFw%r%Wf=xI39-$vg`mM?Y}`e1OoC|r-epTd!P7RPwO{>n^oLr9Dr}znEBtBw z5dQ0@FpP~WJu0}601Ao8+h6ntm?0(EAcabgW>g5bA(Utf~h ztN-pcODZ!<+AU!Sz-qwPab-AKl_`PC3@#|MuPBpOr>?ImXVj)vxp8g;qhnzH`34?w z8I`6Elg$FUcT}YZI7TG;DYyl)qQ?ZYH`wH(g=OYI@R#SHZGy5+#*x>_Aj=#u2g*EnPSh^(`s{11%7t2Rvc33#0`Sol7*{YU zL7i9Q3Ouhu;c6E|Ei_C!`W)xp!&zkedXUIm-cNowKfQHXr>f!pE^MG!1u@F4-P2x? zu-f&Wa?t+6OUwK?mMaI z*1t^fbo~Idyb<#s|5+u)$MrUYl;s!zctG|n41f49T(K}*VzRT{j-D6?d-I9B=-I7< z^}c84IrhU^-lSIK!pt=A+FqRnUj}p6i&>RM$+P2|sL2`C+&CX1k0s~L7xluAybCL? zQaK2vmoH+toR(pNsyEuum<3%L`+0Ly>@$6Aw-4yIUlEg#fUP3jrU`4;)U^^72Csim zko-5?x>C5)0aiXmK^3HqjrZ!?sCy!jQYS)5dX~^^mhes@qnX80uiT2j@nRqwqVQa^p(|48iJmpxEHWC+?-pRd6Xx{Yr$*u z7i(}+GOOuybmrwfqD}t9lPDmcp#b%o=wYt&p4z*WZFHs~Vdu%Nsgtu% zU+7Z8vC6cbuGY~ zf?dY-KRQPzfN>nh&d}$^KTk=)*6{Oo0nN~!8CgLD1oAKpd$KCxDXYr6##p1fS=B$m zTD4{UT6Xdp4rgke=8dZ% zXVeYzk_*au4XOA`9M@k|gJ;%WzWyO*yovkX&NwmofN zi+p5$@k^fK-o+!Kac~#)94|p!pIAkwu};29BZII6Y6io55&;&?jHNN@l3Hq@p96BD zC*>Yvdyj#PHMhAC>R(GQ?M4$0oOzXP{?0n`d>;mU!mK`hU$lz(3(tVXOFg!}I$+q& zi|=u*(LnR)wExRB)Y^5+=~(|U``K6O1S8-dW=D+c3jAL4l8P!@x{XL=`;A=f4aOx^ zPWa^q)Lmc>1;2@i!B&gG*S0i#V--7n6+3Mew^_oa8N#JG!lhZl4|9Yb++Y>1H&tW3 zy!BWUhiq5uATi`3o<8pi6^&fEl243UECgTwLD2wJX`NPBZvUY*vRH&5aCh=XFEcM& z0=cA(Z<`a*?9ws4U~m46y!z%y`?K;f5b3=-ifhOGIJe}+A}8l}5$D2cytnO7aK-e6 z71<&~t&m4*!vys^#q>KB^*c#vrJlivW4ck4_92w`^XFhsaXnMU{eg%7MuR8Ug9jR_ zdB%C`;q_C zLaC0Q=x~5mkTH4v-~kLEWH8(`MB39MHUlB3joJ1N^A*|Gd*IdZ6PNo}H~GItO2nJP zXdkvv`kJK2SAfSa;N1IyRf+=4dS030&H1THvYg}3wF)%U(~?Q0O!Qu;E~Bn>h)Yc$ zkFg~lRq>5SKN%PCg22`Z{iJ4D#B!Lgv+dF@QS(|>rg}eu!EB089v|hGIXJ$VkLYJjajloPCzEqe97iO-tPq+W+*~wvw$Y5rSeek6s zMW$2STUGTXeBNOW8U#tHJa};G;~nMzBr5QjuBsT1$BtuAC1X(ItDZy)lC75p?sJbV zAwE??;LGLxASATTSv0A-P_2fPv+FP24Jw#y>4fd3$|7xAOB?uhBfli#i*AJFife(6 zFPMzS^C?vlnY@`q2bo0eL<4?p1yr4JPKE+g?N(bKdM%N_zjoiE^^?zsoI|WpcCAqs zA)O^4Gbh%3TNEN-_zyGT(vSqYV z=Ol{ZPL_}qI%qjUm4_i|A#~|?F}d6GBs~c=K#4U%i8Vk;;YJ=#N1~m4CxyA7E)*}E z4(?b@+Bo$IAl~rR0JjtZc;yL9;u%|cjs%ZcOIk2@k6FEleN+~3vq=kx=75zNz6yJ$ zxFkO7A;Ztp9d->4sE4wdH@cyIcp0`<#6}a891^#`ZwUd4}!%E|tyzL43d9(kA{*w@cmorJgbi8YK&f4pWDL zT3s%_{HPPSb#<3>N-kG|2>jTrw8#z#5bfjuv z^rZCeo0h44E3L6e0NXcjq|QMZqMq=Mj54%*?fHNWcd$9v6i>4Ss?Pb=fm*>~WM zVtkjE)Z^dncT6AR=oA(-1g|NjEORPnD+VkNT<7kYlWsC)fZgziU?=Fl?NQZ@#nZsY zjez4qw>BT8Mw1pUBd9USpLvBxaPZue+mjCMpV!a{@?2gWMYT_+<}Y;^%MxvA$0-U+ zY;6n#e#``ZTm*VU_a;SubbrxS+jmS2+&52W>^r49$qH<2ZYewjbeqh?1dfmKEFI)c z?#9emt|rSZWX;$$xL_XkWZoQh`f#dBl$Ig}@A8hM2JayLuchLq&|$t6=nB*ByveO* z1b^P;hJ?qnbtj#cEFxfBf}+1wwcoSM-S`Sy^kwc)bT%VYC5K_W<6;-PXVpHU6;A2n zo5!#l>aZY@GJa}{V8?Ym^DN_cB{h3-Ods)E>)L<@srA21QV4`tLx*p9w+>xHwEJJY zZ%lj64QMMX`oN3lgiuTf0%{CLNO&+o)ehwx>|ZzG_ud0%UJ5>E;Pty|yf4t4~e zq#{&I=r?^w+dM)XPTo@Fy~ULZ40o_QRkc90vP`{v4cxvwd5OV3-FPju*2oDyuKGi> z>6Sa>`cF@TI%HM0f)>^Jf<1FA!57Sjr{Tns?}IB`D-X zrHr3f&x3BO8Oq<{<

aX!_}t)c9QC7{k$M)7*T6e35(2g z_j@qaz!5Vv_4IR|R|!oMy$I^}fY4=)ZtUvw2p9UV8T$XXceJ`%NR0Sk4PSejjER$n9 zF2cM{L$!+r(2o8rGH*^^Bi|vY+CvslFWQSmLgppuryI_g{3UZQAHov0yc^E$UW3p- z*+_J56SeRLC645gWUtlU2166i{R7iLd4kj-{iq%ivN)zMC#V-e8*lF^joG#^@u2m)^l-38jb*uL8*48Nv@sK-Gd^9=* zXTlpsNCnll!s%YWqUby6kYa}q7_`IZgI*xiCdc1u9?LcmllFgLFPwKlc}*9Rks^{k zJHrn-77dcR5xzg3#&btb9|Zk7*cNhNC+Q0kelb^}BS!J3q>vM;yP$r@nxLhD6S3R- z)18ZZymrYuhIY8lUF-4d6={_Pf0abuDyT_Tu*4%?m-xripHxPY(mG>)JpzZP9}_ z1)Vr-|GYVfjBUbT7PPe}cYcb{IuAc=Qr<@00nnPT^`FezGUiSD7ceIE;HXXgJ_XxD*S^IV~ zt(X|R+e|+Pghp~&KVHx#Z5uADTiqJau@#}-DyHxYepfV}>W%zSTZPa%_){`5Qpc~m z7k&_JmOwkZHWcEk{eWxvK2O&(u$~|F>6w3t*;l?ke!y4((cO51;Ay()8unr|ON8tC zYge`U<-<=e6LKhLP@8YRE9QB2}!B_%(2ID4p@AbLb-t zDOafE?#MPIyKbyNzOS1b21>Kk-noChM?}|WK_{Ye|cuM0B z)$pLK?vfy}jgXM3=!tPdI9=rO(Ese^iuR3mskASlvF<#k<7>4;(YDEcf|R zZAkVDaYo#>23Q$M+MyZkm(OJN^Rg8;%$ei~tQpe)4yF%Xr1#?zqMUhb)heI?WJTrrvz(O&Y$se*ON{e2lK#9>_7q{m;EW{S$KJj)*LZrP3Oa z8iYEDO3K{SXT?*sNdkVK;55g5>4##JKbf?FQdaw0Cd=CHQ#jh*m!xZh`r?;!0MfXM z(L0(DTK4O}vfkgvVs^PLHR$TjP&S}_I&l>`NDg-^B1SYKMyDk62dTq>^_Cv7mbAjQ-R;t{Lzo?9T_f4x0C-S*=Z!gCx36QK2KT(&#nnHggOL5CH=j=pB$U9R`yK7jcHyX zRIT~lg4^W&GiyQ*0iaoh&B1c@H_^8c-_o_sVOAH6x!@AY*|Ahcl_D`5$O|J+A;_0k z%_J#!b8e_iP{7{AEoYy!h@h`J?NFx&m$7s@@1X&bwRM z4mvL9>1i(5@RcV*IP&;AjeQ`2wuA{Abt;pck&&GhVd-uElyC8O{$P^_UEHLZ6bGR84oWzXMsEf48;=DyH;OrLI*-K@uGR7TB;Cpv%0!txtI zt8f<#xhUTeiF;S+xcCz?*M7dhE@{&Y1wMh^+U-;yX5CVZo-{B`-P4er{dwdvuVZXI zdCQaj-nj8vpmOPOe)V<0EIGX@XLO4Y6XI)1CvVjuLNkVCj^X)YCAO}g3Kd0NL-Br`ZTpgi#s$NJ z@(K?O2}{l^&ViQlt3lKnyEd7bm2VQMx%nnSbst3P9#N7yP;~uKXSKB@J48MxA<}hk zSruofbAOoCg#kp|`U{lXrgrnnw8?z|@wQS15cSvSHKw0A5pM(&bg|Sbr|RFjpN2s{ zl-vyqGI?UWPiO$;{X35@cZvPJQ$F>iKyh*t_;r)>I=@)!(tRe@7C1b?!??}wn|x#} zUa!R3c5C){QYvB9xkMps=+REJz4Dd#v@X<}ey@BcmUP!P=qX&a=5`D1nUQl;-;J=E zlNe{(@d1y6TmAXdy1(MLk5{oAV5;38&Tc`h`p+aRb}Q)upwBq^=4BN1mG^r9VTbjN0mrWRym`lYcxdlvFoFNEJBq ztXq<;SHA8=WkCvE1=>;c!*%)Um%12VL)z+==*~b>ahdbFJO^&@1XFqA7-|6Z{qs3Zpw`jbs?8W=bU|f+w|khv{&euzQlpr z;#qb-?~2#B6{4R<&98^$K~BD1d^$Lpk*I&r%b;|e$}6xHd6fGhigD*(R>l#+e}DoW z=D%tsPf8=jKAAZ~uR0D5kr8T+cYn9|zIMyL*$FjD5$dH28AECr9lviI^_aNFenEbU za4;qwP9lR~P{n{xh07Io-ti9d@^V!03_?lcgo2f|zZcIC&6KT}sP8XBKQI{VJ6l@q zkn|l_abKYFzr;@lg*b!$YjKL9{`7uT5_*nOTVE|{`kg0Wy))R*ifQJGNnl)L6@ZSF zmCXq~Yx>4WM(z)yswzS+Aw?6&l9DT zip|(@4Z}@>YczV%zCIsJ<=>5QtZFwmH2>s14_sNx-%rZvIw*@qk8EA=5^Qy?Hsh>G zy^6wG*hcZ8s)ScdcEE-8d8e&XR(F;?9C60kPEL0&3rjo&bqw=b!q)vdZi8A+l#R>1 z)CHrR$A&V`-2;L`MsM}vlCVJ`qxM^Z3^fb}rgRCWS1`Yq)4WrE!-qsRsJGI#H=WZE z?M=eeI~J@z?FF-KP?|RD8IOnk;=quHyE=@U4neLQ%4nUt1jaHd9FctaXHN`4b8_Du zA(z>k3Cc&wzm)}lP1`{;H##X5q*52LpFarS8`Y}f5)9D?Y6r3f1ShuzGh*Fo{_CE8 zSC}YObHM9o)udT5-6Qhz2A`^o`8D8{mbMAE$Qsc^8OKVOM_z}(o#m__oAcdWKyXEO zWfbrvKZ)#HNJ9xh=$~={|JD=1=y(TL$O$xqgNLNAu;mNqWlGd1q#j9~ION3Ok!%Iq za~B>aT)Dal+~zP|qfRL!TUx0tly>a&uE@TKpPi7LY9aI8dCFxHDUB7A^0Uv>xZC-;#na)Y+1ga+L$F?uTsp0wKr?hODM%K9p z!#_MpBu!J#*3XA0#1({J8$GjhD7xuU*Euu%Ho>=W11d|u_h&-zvOtb~$*-ZILPj`i zo7Ppkp1tqsbsYsg1~tOC1ss15Ue0z6g{Xg?cbR#TghCli!a00PX(z6u{*{;9M4Kv< zo33m|IG9dU?rSQ0w}E(pC$G({d)pA2eKL>Q?hsn~C$16~G+Vs)d$ud$FxJw#xdqfZ z_@#pvf6u5${URm0|Ceu}pIryf+gESM-^*gNBGi1FTr&8!tIzJU3M{%Cm~Xb@g4f*R zqO4Oqo)60MO-LtkovC^FGR4|Gn8aN)hJBy|<=S__n{q|`3ZU(I!();j^v$4<@wk5m z?w{V@KG=~ompnvGvesP|l{TcM6|T`HLD zzYo|(=v#{woa>{^{{9_6|JlTN*tap2@?pZ_@liaq9L?zZ6F&{ zZgCKpSHezu{olBu(9rQbYYgFGtOeeWwcnI+L$S1K)p@YJpFjM>R|ldT8JBo}yFeQS z7`;Y~17zz5ppL1tAA^V2jm!8ae1Ek}+oiL(i!e6Te=)5WUYNKLru6(*d)dYa zGfvHtz8Z((fhab#cvlPu_0Uk%B*~?E&A;lQzx12@Ev+m49_ew;`AL}0_B@+^&}?{g z>5`st(59q%=Pt>(L5qrDZuNnJed`m!&sB_*`$kTVpx+mx_rrqviXK36yAH#@sR5^H z$$Z>%B7GmEWTiF4ZGSIsZu@QtO{sc1_E-mtFX$fpnfSAnpz@b(q%6)RY8=`$BH!~H zl;Rn~lvW5+U>NWY&Y#i!4PE0tEIZT{i+j($<2!!GyEomx zZ<16g$Gz25U?2=__mjqRu3)nZIyLAiDK8jfLVt$cgyZwZ3_zUIU5z{W$=p`ZvfY%J zRFb@heR=ZN(6XHb1iXgPf=*G?TEY@l;tw*N$sKUmE0I+kDT?a7H@*MPg|!Ld_wDkW zsqSkF&6cP772j+iO!i;7g}NYz;eY#OafmxshwTv4-#clFtU~R*sP$!&Jbo_?YX5l( zN5b{3B*<3pLB1fOhW`ZJ>Pu*O@SCVV`K?BoCk2Pyv?B?lQYzdPohBVm2OI-aL(< zlMU($FZ|Fd?MckpsG#|YEQ_fR@3!+*0tc^+c zZxHEE$$d<;G9EUcLs_R=-l;%??}3>H&|M4Ny-%x~WZF!fp50~RGQOp;nkSkZ(o|N! zL%GK(jPA+uG$Z;5f)DXLQUR6en9|#_O*~kI>S^PMOuV4E$^Us}@FtuTJXz zhKY1gTd6u(*6J!C0@o2w}J(k~x-&3s0# zYSine4(h#4*q4fbQoIy&4;uf)8Z!E@xbQSgOTvjL(Q8rcV++)xUi$Cf7A?tnpms^1 zw%1B|p&2y#IZzvWvHV|V8^`cX$poV8>{Q$R(1fHGQRWu_js6{|-P)$x*WbqB6Y+Em zFaI~v#-VnkZN6CC-J~wxFG+HYDBY`8??Zdg!d@=6n2{tQLX6K@0z5aqdF`b=5uJ@F8hwC>N zMAv!Yz}DQa-H#s3a)^W|KPF%Ip54b+*-MvB6|@7dXzKkjy*H^VcRR8R9rg0H|93Le z8(gaYw#qPeFb4hfL1@wb-7dlXBva&j>cdgf`u&s1UgO@A?C5BvR8i?+cus%tfJc;h zvjlZ|Q90ScpQN}pG$Tsi)?xb+wqS>37WH4tBpc5et4;oQXy1)vnn`?p6S%pjM+o?T zq)pwERayuT{@FLn{`wQLtj2hwSx)}8WvGN?92T483v&L6WmW6{s##KvMiqTb?fNO; zoBGLplZyB9jq++pwNG!5rtZ&2ld`flP5C>w{rriMceRiicV>e={o1I5EsJ zdU-o9QS>mb+D)`Q*hg>@I2wfj_>#@d@Fz%g^*k3n_~gD3TJ=49R8#A%Zn@Rlax)p3 zvz6SH4_b2?`BjfTWr$j7AiN`;ppEO8>Ef9aNtlG527np$)lBqDU1sm+efDtJRqBlw zQfDV1%NmdaOG)HgEF+VM;gz`2YH0*Y%RhdcJwvP_lfbDz6O5kl;+BX6OUvh!kmHtp zk}N5-dSPQD2&4)Qk?tEp<+!2wJo)u0)L$BnMk~qdGmln$wjEK@<0=CQ5VzFtHZi&w zuhefNF*;@?{5+Goh{IdANu}>|zUb$qU^&6))b8&!3!(`zG>e2hrOV!g)#)*j!?)IO zPMsSsO4DI&W+vS;!$r%^&U6UnFrF(UavNaeXJm5)gpPb8lWdyUt%->6W1wukd6 zrX3BV!#9(*zQ%O%m2x#f#Qcf74{+W{=M^pQ+g71MlX6U0%&F?RyU6ko&F^q)-DT~>}eacpBHTW6= z#!3hU-h7|8i(=V%(sFO#$xT*P%)#^w`Q=$sH0uPH9NhJYJ$CvJxsCawQ=Pa|fBmW} z(KA%3QPlKORLo`>mdwbus%GtH)2J(Ce@85DRc+AgO2DX3Qq%Vix5i-5C3Uy2jktWY z><7ENepKe7B{#7w=}%i{(sRS=&xQ5hXC3STy4n2QaT;J!+oe*c^%R3)vEI(cd}d^5mtPQ-xm( z*-z9uzjMyYyciR;2{0|RKO}0q3pNs#is`35?~3Ly5x1Zz1C<+$9irltJw-QqGiRLDc+P zkJ>p^&ycNes!Q4DT*tXQ*urEBeHt;Byr6wu^U zVvM9doAi)M;&MG_Ax^==Fqt5S27?rlJ8+-I7AP*N5co3PjL&7yuOZZDLu1}B@u_C% z!{qg7ol$X#=lw4GYx+TD4>H5L?TAau6nEv&BwzMsd4VPa(taHJ;lGAIxNy@eRfCFt zhy5cQ+V@&0F$Bq6YK=$}l%|pPmFig@M;ljD@$boD-eeij^JxEn09Qb$zgUu0CbWx+ zv)SS(o@|`kD_m&aPbq327qrn`ZPV@PvA?kxS1Xn_ag!QW0 zwoW!xX={xpTgNAxx3#vlwvR51i={*(Z}MMDVH{#o9MLW9)RAHa+7+T~@z#}8M`}z~ zNfIfJ6i51?V!P7MN{UV7w#<&1mdrNMl+milk>W^-Z|=RgTS0t5eEZfJ7P6(*cNBTs zY3W9mOb11$bZnl}qE%|lpiVYN_ZW&#OD$+-jc#M1n0{o95eY?Ynp10q?AAU;?xI9; zM0HQK{_r~zUx_U$!y#S>wIli0Dq>5NeF0g>nru-o5NWZZNQp|bx9%&7kDf&eUD!%V zXc6^V_i_EQq7_o2Ngl^jK66s1*x;%Ih}jhbKlt}82sI*a_3rz$CwaIuI( zwnf}d{7-3VCxy-Z~CRy?orM9DMWEf0;18u0ju$hNTf`QLJ8JrV4^MF5)n-5=BtbD2=k35RELmeRC8wQ;aug>*J!T&WnS=*4>>e|>IF)`HAY81-0PL`fA9b1ytP2{F%D_No(N+$IXms_JLh8#*d zDT*k;tcqf>kg8ZHR=92AnUa+hI|<(kS)(b+;!srTNknlJL+!~z-9*V^A#0QpYlJGY zn}yvON_VC4E}3)@=gw%loRp}z=&_{4#714Lv@+gdw**lJ*D*Y6SiY6sChB{k_s+HC>$zoMv$Zpx8C?d8|Myf>H9SY@UI7PE6_F^(3VJnVSlt(QTFX}KmS(JDBf!=b#avzP+VD~7nl0#F5DG*;0r71Rg zL`iQRPwk@9Vu`XXxg=hgLT#zPT_j{2MN=0lAhIZmO(E*2MAKp8s{q02bV32`rH5>= zkYcm8w^->p1=bQ9l%du^v3b^;s3@@mDT>3AXH}Fa>TPLjqv$>qrxeBzMOzgbZBeY^ zTYG{m(JhR3E7Kt%%3|wJ;vqZ`S;~nWn zP9Pg%Ncol=Rx8c1itkHvw6_~+XICsa@uVP1v_Gy$F+L#WM!Qh}L=jzN6gW^~l|q}% zl1da}K*>xnqRmPKVtAve@m8cM236dJRc|Xyj2^Oo9d084fj? z5;e#9iEylR!2Yp^u6r{Dt=d{MDVpxIz3)JDTGaV5m)cV7^A*LZ zwo-6K_^`xVtwJPdPb-JUMV~!&#`K0j#aFjdj$%EsNbe#i^ z5t;i$oE_yY;1l-}F{LOtkO~Kq3HEw?zgdtPo{US57)L0(~A*Sw;(;HfTleDJ;=JPg;)3GB;;zL-#odaFi@SHv?Vi^?zk5OV z!tPzW7j^H}y|{b#&YhYLZ{$vCJW_H&{{aIBWowRXNBj1UoE%4o>@$0<9a{sPS_9dl zC4Q6EL(^_@Xg6s&Iod7R#{X~8Zn^1NG5l0n#lwuUi=?@YwQ_Qfb*x_Q^Xr-?7|sji?&9c#hZp@0K4V0OY;FEl=P$29jlpm-taOgl4 zm9>=TtFBPppt^OE{Up~(-ZMjHif3lcEYhviZPMi|>c430qB$##R&HPEx-xKG^127> zKALx!544zOv%+Sl&1stiy9ai)c5(;CA6R-|kK1{-bhipOj+d&}axW*pFuy{-A0djg z^dHSWgJ~{@W?x~TwL2(5vB!cV;8R>eAS*1N%i&V&2{;P81Qcsx=dvnYq;@JVnfl1r0(u7Jyt8ipXa6hV_5g3sX!NQzHT zQX{d2=5e_Y5G2LrQQ&c;_TmT#kbDvp&E=6K4v0~3;1XPL1Uyne@&q#4(Of=7QUssR1s{A66l+DkKp-O{hYh57 z5Kts2_PNBPNQzHU0-lVbY>x-{G{qxmHfjOMBY12$#HVG<;HSd>)^L6iZT?<_Ks~ zK=WDu(%nxMu7Kq81*Cvw4UeTPkH@8WTmetOI-19J7D%5J6jwk|T!Dl^5(e}6>~nxG z;Bt6;wxdW^i`o7W9*3kPY?2U~qSyxnMezwzKnTF)$tpLW%Okl2PeLpSy?HDVxf~7! zu7G_4kz84o|F7pYyP|o>Kc3%v3E9{V$rbbxiWCM99j-EFy!zznGc|GKj8O6}NczY4 z&-xddzAucL8+9}zxMLG^`nFhG580Ax;?KLM61DE(eZzgX=0qNOef#Wd%isBXqcjSarMZ82yW`l0g%{ET z&n(s7|Ka1Piv##0hYabkJK~&d!ZF>C5O;go!az-x5 zzP@Gr>9@y3pQgJyPe|IAXgo=|ZNTZtMOTNfc%-@Hyn?OPmzxzy+P8*`Q^_@a=UjPw zvBejoSG}%APD|Q3wA?mf>Td15rJmc8YIMD<>^!*sc;t2FL44jorIlAZdT(2pdAp+ zTXNIU<5=Pn?y76=!}k~apFDbA;P>=v(>!~n!HWjXZTlM0(&O*FPha~9V>Vw5lW*Pf z@b@w&r>fC|OP|aCoQj4#WYmn#3KdSn^lSYI2hrfF@QkZc>gOJmgV2UD*tXgQf%R~o{-Bj>(r zd)DnsLHj1`8YQQ{@O!UO59ihG;og4u#%is{xW@siYd6{Wa;cfw@^c!-IJ##4sQ*RH z;L`=R7tVay>l^-6ecRLmeM65wmk*mv_S~RiAmzi|k z=5_B325XZggFod=^&ab~a&x!Xb`sa(&J&+CRV^;1Y0skrJhDAAzu&#SW1v&u$*6@s zT5;mBW7X5DJm30tiXRW2I%-jm%vTkAz54YSdgS!&Z(+NKc&iFmdtZIEw0hH(Z}mLG z$doDlYWKcbVIKPX)r2n(cF|YE5+{#2`E28e*?h&xxep71?<;if5p$ap7Rp)X>^$Ur z^k%5`(ii-cve!jf69mh?emj3`{`zFYk!|CQOK7sqf!JKf3!;y!V+s&dzqh0aT@AHI`(q& zzptQT({%G!XxXUU`p=$x-2ZoIlD@5~J-yiJo{gJDas9<9^>Xw6ZvD8dY@dNj8}TJi zC-(9AKYAe}PL-}{aN$J$?9=y-v*W6HwlDP8O!Lw+2#il~wmm75bL;uSRD|z=k55G=17n3h(Rj0Oe`6xu&#m&lHdSREv$3QjR zE_>5rANfMH;o5R--bWNq9NE_D8q^~+d)k&y2kpW}+JtdtMYt}z`}IzjlHxMYMEwQx zJRc}q+}LuhYs}>l@#Xyo^{Z`*%d|jP*Z0LY9>gU1B<>B3Pu1R>uj90P#6e-ub%o-) z&xbFancBzr(fEt2kA#O3zZcqUo*!W}?r>X`-*R`(ouHj_+aKvWyjGtzXusvCd6RGR zjoLbm`<`n(5oVIzcwYP4!!enM#m3WJZdj&IcRV;c;H}BDiKmV4ERNI~<>osiIcvaf zqOBnz<4-{3CoH3>#E`@^Nbq4O97k4XumP4{TA| zTJQR|*u8ncx;Pibn!&oCUB|pnKlaSz$_zo#WFO&)v&k9t*Pim4f{ypl>AcoIA+_RD ztdhqA8*D8u&UqJH`u=>?x!A2ab2mdT;>GDIm7NdnS>YHp>#7>DX}?R5&j~VM?y3h|_npp1f4wX}ay`LK^Lfkxeof(v z_ftw9n{6($k~?uW*l<|e=*LGQsx&tqKf*N*4sZOiarf{WQO?Elx9ak=HtA!cTv}*S@!};i$?D1%*eEyB=EgTefqFcMdir?j5)rEDYO| zT$@oaL=X|8mlizzc4>i^qRQ45i^UJfXO={Mi++3gxqZ49hnASmwR~IUqOqoJsfM30 zuX^q;`S$+n0`HFB|9;+0zaOFJuPGeZuzSw>4fQ)7{tUS=H>9L-LJ%E0*=`I!XOer4 zk(=8%=dOYkIm;#+)@#+&t6Hf{UvsM^O5^FKE28;*{DN{d-upWZ@pM1_J19^=bW>-S z`?>?hA5?2bJKR28x%P9($(o6;>jqC<9=LGk?z(`p!}m3r7C!r?W0||2+ao$VHQvb9 zaX+u2PutG#_m>ubeeb7QAir+Wm*+XvzeB!lo_c2Et1NN3+Fq;r&}nxk%yLb>UXl>7 z)a6Xh)_Z!toEC&vgu5BHhnIh=-#lc|--HR(C-v=agx>WS&^*iHVtUyO)5Nmk5%(Nb z6(`@HeQeaD;|}GgkJ)ORpJI6^+iLHhOV8sxE=(plAzh|dzUC~w;lVeGYwvL5xE=ZR zYKvNgMcl)!&kl5`Wk~Q zLsvU)yTuhgzQ%Qxe>}o`hv^XQl&EK|N6q-kYh7(!EC)|6XpG4ZN!FwtG$ws~)V?{# zDdB8$e#j|qU;Xwsxtcc<`@@cwhsr=eO&*sNf zWeOsS)@^okI9Z+;=3(+Iuy*kSojo(7o{r}hja=>I)^)C=a?Je8T+0LeTNB0_TOCQ8 zTb81*q)>D4!$v228*QcP^M;p(nq@vzp7U$m2@8+&-XV?0><*+JUVY};^l@!lXI`6^ zFmidY`K8*)O8L!yj~2Ww^{fAYR@&Zfh>e zGrk#GmrK4EOvIy^Z^kG@9<*7pzIS+1hUV=K z?z8V94;7DBf9uPC6=OIl=fr$<{SM2Rp*sf{`kYmtv#)=Bh~cG9&neV0?{&eMkDm`7 zqhEQiW30~c_urdzRqvd5KgoafpM%ZbpVl>we|ppTm)D$1zu;n%L6ce>vW|UzF=di> zzu9+)t4dlLt86|-c|+|G}uN;xOCu)9Q2as#nUxHqEB(d7kq# z=EgSaE?;S?-705GT_0=mNq*(HzL%p@dsckP`_O0bA0M$@X5I16-xiz?w|{fKs`>hw zKHIIg4sTeOabm@@jDbI@CK%<{*?nbnGsIagZ) z`F}6@KCN+!wm77+Bk|3wTZZZL{}{Zpi#06{$X|TYE!}&HSLSKk<$Zr0J(zk)Y-K$~ zXJY&=ZltkYhla&f;{Ax?Gx>oHuvS_~3_m1Zm`*eIaFAJL*)6{UfF0Hfh zn9;#qnGf&Z_OY#1kGASOV7YCG-1eNm$@T@8_ZN3)tIZj{GRAyB$TI%Mn4S^2+>A5Z zYx=Yf$+wXES+ac5u7#t&=f6GQ^5JJ|QB(fqHz(Jp@0)GA@y*Ua#VW`3^T!6XSoafn zOkH&{cch8v`-SUSzmKdtz4dm?_{It9CJl$eZ5)~u(sgGpeB)Q4xHffJR9@WI%IX#K z2g_%Qs&|-MEdA-brT?&+^6-E!3PTJ3W-2E;ZGJqZ$wOt+Id%D=6%PH1 z+{j#`BJvG7+UwKiTV?WtMt;BOswwxJGa+_$WylQv*+&r_SiPm_quxDbimYop}?J|6{`TOEWLJjxKSu0J(*}W_7%xDaq)YbH>ESXz%wco>JF2)?$RVy=TVQ6I+TDkD9I0S$}9cmmfEJ+BnxP%ZNXtOOh+{ zcn?=ix-)HaSN4M&-#C@$ub*t+dhom6Oq~hs9}?%4Ix8n;-EPnr>lS-4wAYdZ_r-pT z%O=OW|Fk^Ex!3nysr4q8OLB*vTYt-*KJRzg0K={u3iFq$N9ha*AnJk)mU-WLTD*A0 ztTQDS+m2e@e(`?qM31~p)hG7kAKM>!=-ZO@%d*DU?=v+Xoq5jd__BcAEyA)Ep3UsK ztEy>Dqd#Pw)-aa)bCNn)^XA%Raq{arb@#d=heU(%yB{o{Z+oTCH`G@i4^H>ce3bQ3 zf%|%Yy8a9W-K<^3f}DhkP|vgLYWmYdg*I|?i_+@i^H#U6^-&usZ+L8ee3+H>>YueO zYS;gY11d%Yo?no2c+qc?qz#yxAlLB3BI z6frt1FK5+@$W^?9m-U0n%ocr{KXvEl#nI>8)jmBua{P_jnx48*dv<$g)MSL^yo*_N z)3(ow$4eev8?6+}OS)!3d)BkI@=ej6m2?IsM^zO3rf8;*PLxtJMufSbxNO! zt~hD;&~}>3-(jhbZgxGJ9j-fmdA7&V^7PRWopHB37ZnPBf6!=7{xl^+CG0_Yv)ZAD zuX@d!Y#Offsi7dNmz|5E_KI_Uha66nn8mk@J6C+ca!Hiq!QzEC-oM#?F>~=6e?gmu`I!=J~jy z&*n#TZAMy-@`F2Bp0!vlnmK2|$gL_3+cd8w)Q%*^_W0=0bKh+Zzv0$b$;S zzwm1E%9jP-Lf5;g>5mu~IA+M33Ty9{9R`!DTWtIHxz+NGf2zx5h}EM@-b3!ae%7d= zb~;gK;t1`-^X)!3o%2j^Z%HcelVwvh^kwf2b(wy3tFnqbYE$#VTjeZ}y$h_tqRUV+C*5Cq1fjPruCi@M2f*^l_mn;dgt7 zUb#|iv*EPdGb=~xZK2~T{q^gQ8T?Q`!_D3fU5|{>T1(zvNO))MyL2x#^;g`MNsGf?X_twQ9C%XjK__UeZl^aH zH@_ypEZE)ojnA#APjc+2Re^60{<$5!=9ztyuKrG+<6GtgBn1bK*=HH&A7>clBEsj& zb$1S@7#)<)T4mbHWZ>=1##i^g4c#`Ryf!9PxNF$AjD%i1vBmJcqkX^Zc}R%@u0MQQ zXq>gZS902jULE%?9N4T)YmOgxSGcj-X2rquL%|tdAE^z&`%m5Uo_j6H*L(9%C&hyA zx`P_FUVA=l-HdB9zZqYip?=Qn3-Rv6mWlV?&fj5M@F6=>bF%sA{^8o1ixWqVbQ-cF z{?wsaR|fNY$!)q&FE$==->9MD{;T1JXT7H9d=7AQ+_<`5o#Khr>aU&jUaUC$%-4Q< zkcvt|?ae1;PkYoIlv1DRH_IStSW3wc!=up+1K)0KZlAY!!u8^#<;8nE{YvUwC%5<8^v7&& z9cr>~6j#3B($R5br=f=b%6pB^uXqOhp-233%c*pmy-L$j|8c+E;Ca(s z>;i0j?~Xa;>yO}_cl?ei^wFZz9aAR!$#lho@3Sl`#R~MDf>L0z`=TB}~Lr!t$r#FgAPpt2)Z-3)LbgG7)*`AY=C;7LWklQx7z1ZBn zuTznD&cRHL@xAgovghuvDf7GaV(F0W)V{M*v~O(Rah1-Q;UP@9leZ{XCuXGkf*}hM z@5QbjYB#mQwWQB@>p>q(6w;r@M=jG8ndd*(e7F3}gX9_=F8=dtX&dyORYE~K}k2N4dvSjk2q^wK38t(0d`-T9FUEPm(Q_ zX6XH5w@BB3K)fwehzvc*=^djS^3iq=>3#{@X7IJAED=VlLgeR2SdD}cU}VSsb@!~KrfO7T-|-M zZF{_h-ZcsOa*`T({}lA{B*-H1-dE=&=sjf-&vm~-`snhP(0ea|XA^f#arW?p-ggO1 zT`Q+EU|T%&j%K!_N89*_hN9vjdC$9N?}xkh(=}hY&b=EKMh`lBGkSM)H=f-`xp|Dw zqvCGtF7Rt{o~3hC26bzC+|(%N`9#R@inq(QQjZ_}c+joH6)@tcf$qWG?J~SH^v0g? zaY^?=WilV%=#NV@6a}jtMMy^j!`v( zy_XOADj9SYmzd_xD0!0cw8@vnH4h`!C($H5ra+v|UhR^$;rBuJ=M^NU2h^~Fi1g!- zox3;I9Vni1*oRFVJrc*NPyehQeC(F#b-?x11lP#QU6U?FSWKK=1t=%YQ0`G?@Rk!D zsy*Bbm{v5Rd9=X`|9QRXGh?p;dPl~m>0Rp-6UwN@N8^I4he%NKzLXQS-&zU}?G#q#p;6$?C$ zjDH=oVC9ZwF}hkkV^v;lHA_2tHprUyp=8D4k|#S$^!|KIZSD%wZ#XLNbM#o$@RR#{ ze{Z>U-+$YP@*l%5_p%v3XqDQZtFy8=U%htMJvytuFD#~|`6AyYf7G5HHJzztMhl*3 z{NNaj2v!(9W_j3IYrhF|Ey{@(39g|{-$va3b@*obv)N1Mo-V6$AD{HK<=Wd=YtNHa z&zz3;oT|Cx{Kbi1PlPoa7g?6Ylyogpa?WcTWqW_G?JccSXY-FJjv4TCf0MziW%HX( zubKV2Wbey{3yC)#ef)OX@j`v!lX>3DYI77W=PEWduF@XUcDHnLq-8_p;zrB3gxDo5 zift-p2AlkBnjGfDKm6jOQ9Y|M?SzfwFTP=D1c|cmg-ni^Hn+<0V zt;_9GefII>&iS>*C$lS0L`7W@4ZWe4n-gd$7Tfj{KVBMaV)fyvTEk(jfPjMfQ{j6y zryo8OskOSKX6Uf?xTHd_nbvQUA1xj`&n$YBru?hcs~(;GD|0XX6s7lWS|q;TuGa6C z+Nl}yoOevwK7Cif-vhH=sozYbRtNBos!{_Sn7Y#%Rux250jg1?x8@yQb0` zCYu~xzWT*1Z>R5$72(70r)Xa>x7@y@aBtbp^P&f}GlxAMG&`F#n_XqaFairfFS}^%-W9+m!$5tlvFAZDwZT{k%fV!u59)GAQ9sGc|Cvo7V9hatz47#1v z=Xi1@RbX54fi&o{y)`MwC`PfrNBVrXH|_(v<~JQY@}Yy225`ccKkE4X zr||wn`&agdUoR!@_6@t#8eCb?@p-H2(3KIy^cV9BGKl`GJKi6?W*se)JoJI8Mj3KDRjalt`)O z@;k3u*9QwS&(9!IG_xoS`?0m6vZ1d2p zX=5&}`ry@bi-}oGbTw8|2-)xWU(B zgU7XagG}F%r+Q3DKlVdo+mF~`{mQpFCGPO0*qBdu z%iw)kl=Dgd$mf{narbU=qGALVAv=@@m_?lBi)L&iANTRvpYIv>M#E}-jqQlxBV12j znDBb_qD6Tf$#1!~@#DgG*`hhVN{98JwMZM+o0p3U!70AHZahljfdUP3@v^D0ozAS0&W89YDzV()=dS*i7%o4Z1M&mO5 zuZ3S|-IzMg-_88T0f+T|mG4ey&vGz#%&h*~7~FU7Uq6MfUJIVyl&>|-NFdfcp0U4C zKBH(vs`%XO>vDIDt1J=|6h0jpA2A?JuzBfZ+rR^B{X*ZF?OPP`u}4OD$MM7K8xG}t zZL3Yv^XA#R=Zbtx`YB%jwBKsbvy?)gQCD7G+qLeaS$I%R*!;IyKd-#ReYS$m(E9$kM>&l4nLp(-ME?vP1 zo^$!8-=68WomCxgu=bXof4q^QLn3d$?CC!o2dGW-ZGHY_J&cdhwup z-`AO))6M<2kMf%JW?J6GX#ca@54+uLou}T!lh3=xDamRkH&t)_>v!mv{^FZg&5!JpIwN_Bo~b z`m5|;Zxkn)Clj}tLSwC3ZA2&dvj+^?ub6km_TH0@41<9Qr}!Jf0x#PI7yLHR9<%n+ z>ZDUamO3$>%38sTJ)D1kSe>YGM61LnUiH!K%Gd#^Lu}T%hxN$+`TR%6x3ZOr5s~^k zt>=AS=X^K)QoyL|DN!|sR$=|j_XOOqo}b;Q^tM-+skY}jm!9n-y4HTJi#2}Az0ouN z-XjPl9$)Zc!H*!9;~zkYMM@0sg~@&5T0M<2|vF&;DP%%43~3jGc=8-2(+ZsDIX zFC%!qmv?=Uv%^mR^I4fOtGDQxT)j317oHaGpJ}uGN$stb>TfPhzTHkA2;zRw8}UQo zXZs0KsU_!Qy^{X=X98t-NV?XOtZ%ehverkM}F9QYK?=Vg*AQu z_@ZU*Ti2+0{@(FaJ}b9iX6zetYa+2lHTC}S^6k4?xKCGQ<`U%^Q{RVNAI&k?5OvIc znu7U!&h2{l&B=2I*e$($mN5NW&iOVb+Ii#ii^a-C&3dVS&XDz!ivy+>&gG2l+Pf;k zaWA#?u-+Wyob3@VVII%jYYQyU=jqaI6YdI3?r-CNy6k-5_9_GOV>71rRR4SI)VrcJ z!FysK9ZZ=UaXg%=zL>({^VbA-t?&6PtLcL*mSO%-tzU&nxFHQ%HPfS z?MA;f8h+sC`T>E4drt44y5BDUMO^K=k*{MUIfu^$iReTDb0ryy2#$Hx`R~K1s_ZN6nt3bfMx#_=lk{`nX$N(N|YF zZ2vZXZ`7G*H7B2S*4J%JG8L}r=iMu1f!PGlIdP*L20HrL27O;qImqdc>N5F>PbWUm z`q&k)>eTLp;8%NWbB-No>rrt_>vLicV?wyJV29=U*51#XdJKQLEP+^E^=E;W^Tyhb zj%;(9HO(2Jcl@W{b%#c6Q{!sjc(1@e6tz8$u-`keB~ z@pW!fsQF^K2E+54P1Cm7rd3Dj99LMgG;V0i&E}7Dxz$69y|;vlH_MOG_~~3+>vrXt z>!8hZZ4ZtwzcWc;ZnesKUW8JMyvK&$ORlwttQvY{(xL}r(k^WMF}3QgmVRv1tAiKY zQZ64NnsfsPM4$S?<*Vz3F7s&I?60ciy(}q`f6C?D-4A2N-OT(E^F7k!(W(0K8^7M9 zIBea1Rd~f(;ns_vG3SEDHpNv%?0lH0Q@N`sS@`?b&vDO9Z5@15FIK1i((0JvWRv#hm`C6Ah`gaArg~-T^rxeIM}8@*Hk=w=r*l=@ zN6jrpb3h91(_1(8hv(8qV_Qa^eYj!h{cG~Vl})wEa~yt8n3i*`+WFmp)uU`x;+LKq z9HN`n?UM0~z;>*vwUTgYjy&mQec~-5w=E2^9 zZ3+P=txx!#u-<<#X5!&9Z~un2eLb9zUe_5ou)k0N65O79jcnjXf3fUm`ruN6uHh7FrbhF^;tvPcr5-3Kdr~onE|{0{`sk2~-4TOZ zw@Uz@hXzeEjyMS8f*A;QO>|+u`l&K)D}mMKfW^5Af*1%@Ta|B zd~T^U(EPdTnE3s9^2Xc;HD|LPD##^&wixg_W1hu%O(jPg?a-bf5p5TRpG#*u%Wajv z*YkrXVQ|RY=IlL{(_37}w~cvSs~1r5*FE)jgPQB+-+xn9T0P4$ni=!ne*3KO7JKJS z*A816Py5I_^X2_Ws{;#ryfNF9Z9`NnO15}CK|6SG@wq>aw)Y65jTLP|=OWz*y?vQu zEr-0ne)D9g+@m9fRBim&W=)G%%BqR_k8{FW4J=nr{r)hs&)6yD{<=vEToew*-+qx> z8o%y{hv~wiBC&VFqCH-Xi~3DcigQ@sb!*L!Z5zEN+H4%uKKfbT$z8ka)!ppVP4iy) zn3}kW4|m-&>X=+O>erMfKONMgj5i%gk2^RgbN4l!yOZQ+KmI!1tmfH}V%6g%vHLeI z)_1*rbVG^dQ&*QQ`6~x$Y%&g4vY3*eO}{VKofZ?8f5WCQwzc!;_yw=dthnRjInDBT z>&ly*-+l)!PkHw8W+^tE4|zT{Y)$a3r@MH|zX*;_&&V&tf_m499&&{i7E9jGjcIPZ zZ8F9@Ys}-ELpdcywVwk+oG)Z3md$jXP?<>TRu8|Gzb5CCrQCul=YE0I3e&nqhr}IK z?L{U7AN734S+#$af8p18J%_o@=+jXW;Pz=?Y-Z-C)jp#()6YBH4yq`>TT#1RdE8I+ zjDiJ+pFJMnaQfLfz16L2hfb|nGIYUF#g*y{(pJ^BBvtE(s%iowENlM0{1`LR=~ZQ) zfhIm(`kN+(Z1rBauP(Mu&}Z#`+d0@v z)y!EvrfL6k4-3aF|MmM)JrgsdMGMUI7cE${+Gv^ivhBOJOq!%V$$HWxga5@e{^9Jw z|Hu(jnkg0aOP8q&{4cMzVUnrx9A%3!lg9jK{|wpw-T0;qtN-I~T;jj)!;@ia18X${ zwf{@GcA7i0GLPNI?&nC?VRYjlnI=j1oWDD5MV%5i$mZZxw3SM5_nf%jZ50ySJx8r? zd$j~>$>xkrXs?&x?m1lZ+nXi0drp;kd%Fa8&v81?PO-}m&^_lUpuMLAch3PzY40b& zGh}me96$5q(q(Jzj}M6LKZ-G@9Rv70tm22)*EUB=@P8&-pQR3aYUfIxA24{tpm{Adlw0P z3GVJq%fS)}?(W@siPaL^-P`m-lBxpe?)~XSNS||cvfh|6#108Il=Y6xB^)I9xU9Eg zBXLlIyL%6u2x*6RcWd64@RH!})^#G`CoQk6wR@ikk>Kvu=X)Ybg1cLT?L?vkZ9j$RmX$O3F^rTEulGnjlSu~?b_LSi6=)#!nC;eUaw%x5~?t@^fjp^!SO>rrux1abmc&kRS)M2v{`fCkB*XuUm0apOS((^5%9FbHtswq) zZwlGITFR=Em9?~#H71YkKBiK3OgDb}FFaMI3DS)8y9X=d+ep(-oxSoW1}zk8>(>e&CBC+Yuk-~Ty}xs{cwv;_Y=&4135C_9gf zsZgS$)Pwl%xaYrcuYX}XSuVJ4>_kZQn7Xk$A=M%5##;#Ko4y+_k>xz=#(n;E{@(w> z`~G#mPXEHr|H23Uh4W;(hTXUg|NVYA|GMA(|2p19h6!0zX(fv$*+`O&BH0L15QUIZ3bIYn>=B|bdv9Fu|>eQ0U2ZEU6uPz9BM|RBY z-)CaA!^rwyCC~X4)ZN#~kFy6InHocmR;pdb0f>X@fg3!Z=h}t6dg(c_zkI=px3+tB z8J6^U>0h>M@3qm%TMCj?H2M!+|9q}i@6}zFx9yFK6q^28|4_{~{&T;=wW48Hb8%CJ z*&ibs@gt;C&FV6n5dV)q(98SPjviAv|HlvcuMfq3py&F#9X;+kY*1HMHCW2K@^_H6QvU0anmZ>BYsq^ftCN|F`23Ytn14a+f_N)q2nQdvkK49rmQ;lzfue`{lcamH9Fm@4iMEs@-M>qZm;NTXl07TvE79S!W<6={po|^bQvV&(R+2nt zPS2CBJZB@UVgJD4vO4J6{b_D=b^YP`KR(LCBS)%?8Xc=TcHH<0YU&gJYvKQFO)c#? zI=a&J{|go_GF-f5>9XZ3R<1HyZMd$foCTk4VpA>$e;MzN#-06OE`CyNex>U3`zvUSxH{>3L<;cXW>rjN z=Ir#m%*bL+*88u=vNkp5Wub+WJ*;&^HZU)HvB)wzd8Au*^2pL`b}B~|o7bG}jF7#* zJ^;vP<2*KL3)?BdCY)nilWej%Hg%0`wLP1*sgQj?$?|K~%5rMfu`OM;btKEf$wtSI zS&2Vcj?G54rN+jUvK+eKWVtrK19--!G+|p_Z0ZuW#V%X9U&hMT19%}zyYy0)H}n-N zJt)gv%H|DyBYWqv5qrBV_h<(jGqNcNWa5hiA$zFp$kn%WB=St5perjogP4Qk`EV z0#GJ^;cQGoNYf>-k^Cq&4=VwTApliY)0zOr5z;)jY-F#-=2m6n9ySe*gp|6NLI6_< zsb27O0?=S}APHa=0n8?(Ie6KqUz?ET*JX3+vaz8aAruW%K0NV+`h5&2{>1tm#XYnoq*i8Uz&MbDtFB=cq z6MzE&I1<1kFxj80ge$;y+Jl^JkI!??U-Y` z+&mfIpJ04{k}VTQDzCnl1Ds|!;Klggn~=6ceAsewfU|5lnRdrHh6}z77tXU~k&8&4T-JY#J9oUvyq!;Lb=jxQJ+mNVRV$=K`_0WB!f*Taq1jLqH<(l#L5hI_}@ ztcu~qdxjSu7`uIBcu~#pqK4tcCx#cF38|`PEyIgCh8JHMUeq(ZXkd8J$k?%o;ly`_ z4?h`O{*Zk)6Vi;5znOaJ&v4@pA=QR%A%MROH(D8Pv@zUhXSmV9aHEsujV#q5!C}S2 z0Fnbx9DwGqYySZr2kb(92pC?-F`VeZrki7X6j|*}4$y~9BgeKuIeXBJ&6NMX8b;dBW(}Q<^a|c08I{{#pa)8t{u!i3pl`*34k64 zn9Bj?F)ub(_F2G`?<5B>V9Msj0p_zgsX4$x_MOK83^~AJ4zPp+Ead=fTVXi|*h2z) zNx+T->`7oB2{@6!5eEMx0S^*LB!LqokVFC}N#F_zoFaj%B;Z8?MI_)&0*^_+hXjgA z;2a60kbo}&dn6D; z0tF-xO9J;vAdUnINg$pC9*{r+2|OeLF$p{(ff5oZCxMrwR2Aqo3A`bJ3KFO!fwv^^ zjs&Vm;5`X^Ac2o0P)!0gB=Cs@K9kb6U@ZyMk-%3Hs3(C25@;lWCK70tmH!V3w2;7G z#y3Ampp^vLNT7rHK0pGUByf=NQy25MLozYo6>Qs)0#>rh85FRJ0!Rulq5z5lR#N~? z0mc--rGPaOi4R~c1@I}rgw5|j0qZD0jsn(GKo1JoKmk1|U?Z!xL;ETf6flVb`clAT3XrFODHI^0fTGqKz|CDP5}cbK!XAlC}0K!45WaW6flSa zW>LUk3Ybj+LnuI#0u(7givosHfHnmTqkuUSphN*W6rfB2x)d;+0`w?g1O?2cfRPk1 zkJVhJ0DVfTJY_%uqbXoM1&pD91r(r40ShT$ECnp0fN>OHNCD$1U@-+upnxT;emey$ zr2usbSVjR8DPTDTY^DHn3b3F6OA4@}0BZ`^LP--FZ=N60A~ttp@97qaDW01Qotb!I7|UYm8BrXEOfIVtk#=_&JC1 zaW3QETa0gSGj=Xve0zuSYaZj%e8!)58DHLG{8+&F@IK?eLdJIw7{5JaeD;X(R}tf@ z$BdtfnY!_WsTWU~I`NFD56>xSTBS0k4!mIaU(Rs|`1dd4-&V%IZH#~08UJ=L{_SM^+eJw` zl?Ym*hy#)aC>o$yZ5tZk(EzJ+BcK5}8t6d-J!zm94fLjgJ~SYtfxc{;o(4p$Na4ga4NRs1a~haJ0~Rzel?E(nU>Xfr(ZF;Xu%-bG8rVVuGiYEd z4a}s0Z8R{82Da0{Y#Okk0Zp2fJ_WRBUjt1t@fISW9)6%{U0~&Cof%!DBj|LXdfD;WYqyc9dSVRLZG+;;r`)Ob?4IH3> zB{Xo52A0ymAsSdl1BYo~ISm}4ffY31N&_ny{~e`)Rg4dh(SQ--M>iT+&G^!t28E=Bc4FYN2(T9eQ6j)W3`C0nM==m1 z0``f4SP|eP2I543vlxgM0WM-7K?Lj<17ZomVLIfm=fl3jOBnIA!fGc9)od~!p2C76r zvKV+T0#d}l2N7^h415#;*Tq1!2uKwJH6q}K82BUt(!{`L5s)qhzKDPfF;FW4Zi<0A z5s)bczKVb>F;Fi8vc*7y2*?owjUpgd3^a*=TVmiF!=Dz0d*2!U{AIZJgW*pr!@Zvj zf7%%CH8cEaXSnx^;ZFzaV@2SUB5+m_c*4}VbBe%Irq1~)0?(K_cU}>A&eS zMWB+YbC(o>w@jT2Qv}{IbuL^HsAB3|gd*^ssdJHvzz3$zT~-7>GIcIW5vXSBT(lxk zBLrd;flo}`i&X?Z3xPOA;ENE5R|IN>K!PGrCj`Wbz*ixVs0h?Ebu>v4Xb=Kd6oEz| za8(g#5(3GJz&9a~q6mB!0@oCQA41@|BJfiPq$&c$cg{rY*6s-%Ys%}jvqsstlrbwdL( zH1iCKfFdA>(18xv(4?^kCI`}hGl<}fih!B|Q4uE;P@F(;0vr%gk#;y5M?4P4Ip3~s zJlFHBd+%EJ@B7tSSv!?fRqFjczrDLxRlWOd2zzoN-LU>5tC-+1!E1tMf^LG(1iuLx zCS;nBWkR+Ih6w=^8kmq{LPHZ8nb6pTCMGmBp_vKIO=w|4(1eyIv@)T!3ArZZnP8e= znGiA|Y(g6oPBS55!s#ZoHKCme?M>)lLPrxinP8icZ$g0yolWRsLZJy=P3UGqcN5Mq zp@#`QP3UDpZxf14=wm`(6Z)CZ--H1s3^ZYo34=`-V!}`phM6$jgb^l;G+~qpXPR)9 z38PIo+k`PDj5T4L3Fnw_t_kB!IM0L$CQLM8k_qRVFxiADCR|{`R1+>VVVVikO(-@Y zYQhW?W|~l9Ld=9&Cd@YBA`?nYm}A0R6Ut1OXF}YBauep8aIpy$CRCbGWkR(H3rtvO z!XgtEo3O-$OH8=bgv(60+=QhjBozM|#ebRNzg+QOq4-~+_+P2`U#0k8t@vM~_+P8| zU#Ix5RQy*d{?{x1s}=tn6#q4f|60ZWM#cXo#s6l-cfE@5L-)G9;=57t-K6;5qxjyd z_}-`ZCKX>t@!hQWZc%*iSA4fBz7HtA4=TP7DZbkj--i|7?TYUsitnR}?_-MZ#CVjtN4DT_Ek{ao>NE69AI_++t@wVU_Y9lQ+)ra_Hl{ax|> zL-GAn@lCt^*QzfFlxey5RUyj)j|JHlcr7q2&@2d8pj*(u0-psrmOCRq1TAQ2K}!o7 zSXN#{g*5KS1SEi zDE(I{{jX5^U$6APQt7{1>3@~d|2C!n4NCvpmHum#{_B+fYnA?YDE)6#`roPaze(wT zm(u@c3)Wk3iv@REaI506S@GDQcx+KTHYy(XD;}E^kFAQwJ&MNzipRZ*$AgN;eTv6J zibqoM*rs?mipP_R$HR)pQ;NrS#bc)h^A(R>7F?`&>{eVJRl4uDphD?>z=BGp`^y$o zDcxVOpjzqvs?z@j3yxZFNa_Br(*3Xn$1GT&^ncHSg-Y+wmEI?m-YKPbtOHz5iXE$M>$c!u8j)I=ZFj-Rf@P z`ujj#!!RZc#bKBqhG-Zr4#SKvRJf(rCGNv;Ss3DBxI7HyVOSc5BJR5;y5qK^F??vGG z2)rMG7b5UM1YV55@d)gVz=sjo7l9KIcqsz45!fGrk0Nj&0v|`<5jF&E7->UG8%EjC%7!y-Xl=t;Hssnc+J-zE z&bGm{VT=uy4P$Kx*)YzAunp(f(8h*yZ8*(_@is(kIM0UDZJ1y~TN@_Y(9VWQHng|l zd>h=^=_lLJ(S|8Dbh6OX98_8#Qu-fOTEC%u@}~00 zTgo4AD{mZ8zIaD@;;8b&yUGj4ln>rh9(Z5z|3I-nuDE}wxSvqmYZdp8Z1`Al{ZeuL zN^$+#hHq^6r{ed$%PI+jk}x<4Ly|Bw3B!^wJP9L`Ffs|Fl5l1c&Pu}QB%GauF-aJk zgmFnYCkf{!VSEzKOTvUCOiaS0B%Ggw$w`=!gbR`|H3=6cVOkQVC!shA(Im`B!ptO; zBq5fBSxK0kgo~0;nuIw?n45&MB+N@fA_+A~SeAt4Nm!ADE0S=RkW0IylhLfldzC4&*yf;6P^wx;oI!f$k2R;Xn@udOFa{f!+=jInc*}z7F(r zpuYnH92n@pAO{9JFvNkO4h(Z(xC0{`80o+$2hMchEC)tAaJB-99Zta3J0!m;7SLs za^N}#RywfC{ayDywF7G$SnI%z4&36vtq$Dg!0isKbKnjK?sVWT2i7}qw*wm-*yz9} z#qS=)?_S04KE*Go_&JK-X2oxd;&;Crn+LYKTDbS6-S|E5pi}?c?L%&?9(dS2wg&#d(k7{H)^q zoZ|ev;{1Z*{GtOlDb{;kZ9K5gf$Q_&CB=NdVtzm|e_1hq#bx4wR~7fy6z@Zd_hH5N zh~oQ>;(Ju_eOK{4rue?6VtU`z$GxZQz)wn(a2f`sp-mbFr{T0T3`v8VkKyK2oSueZ zX=s~<;b~}>h7oCKpN5fX=#Yj{Y3P`SGt!LJFOH6cS2x@bbC zCKPIdTS%;{CS+?uH%%}!p}QsoG~oqX}nf!fBdtmL^0rVYDWkt_f#rLR(E3qY3Ra zVXTV%VNE!yV&AR_@2c1z(S&0v_D410Jr(<7n()4g{c%nBK*j!qCLC9>@6dz~RqRh{ z!U+}oQ<_k#V&AC=AF0@PX~M@U_T8HBiHiMcP54yB{){I4L&d&F6FyV1KdT9!tJt5@ zgp`W?c}@62#r}dOe5qo8Q4_vWvG3J{uT|{(G~pW+`%9Yet%`lWCY)5UAJByFRO~Nn z!ar5)uV}*eD)v`3;RhA_Ynt$*iv4v>_({cnP!s;835PV{XH7V)3BPE<8=CN|CcLQ$ zzo}!-*M(bk;bL95O&2P3;dWi9)P;4rP^AlZ=t8wF+^Gu-bm1;tSf~r@bzzY%+^q|X zbzy@pEYXFHx^Ss3+@lMZ>B7CbaJeqrrwdDUA*l-qU2t@vMi(~g!ZKahq6^D);eK6M zp$l7e;R;=NKo_pmg$H%vDqVO;7p~TYZMtxcEcU!GcuE&;(uG~RaI-G#cF)fco;8FTLwL>*mKnnHhOpca zUND3ehVY^xTww@%4dF^d*k=e=8Ny43aJ3=qH-u{p;ea7rYX~nJ!gYr5iXp5tgjWq= zl_9)l2-h3J>xQt}5Dpr`4Tf;Y5Y`yNVMADJ2yYm|jfU{1A>3pLZyCbPhVZr_++qkv z4B=Koc*hWKGlZjtaJwPAYY6KM;g})ZVF>RT!kvcjz9HOY2p<^2dP6vF2zML8hla4h z5Kb7vMnkAIgiVI3yOpBh5a5dL8Zjv;(z2%8Pzb3@o-2q{Cj z-w?hqgsq0~r6D|E2wxe(gNE?6Av|OV-x$I+L-^JZ9yWxNhOpfbzB7bJ4B?+jlW_rI zen2=UAY2>}&J73^0bzVVs0;|_1%#@AFd-mR2ZV_MVL?Ec6c82$g!2Q!qJS_tAS@0D zQv$-0fN()TxFjG<4G5P8gbM@0WdUJYK)5_0Ob-Z4143~?NCbpvK&S}_GXlc0fG{&4 zEDs1J0bxZzhy{cz0>Xx%@N7`n7!;lh3Y&t$^FiUBpzuOaxHl-g7!>Xc3VVY>GAQf| z3QkaXDJX0X3j2e?mY{GTDBK?uUJeRdgTgC8;env=YEXDED7+RF9tsMt2Ze1x;b2gB zI4B$n3fqIi;h^wHPw$7iPtU5piL5To@S_E{Y4I;zDU$I5RHHi3?}Ng}HHI zbX+Kl3uniLd2wM(T!_bov2me1E{ux{^W(xfapB^)aBf_vhzsN6LSm=YJ3#Dxpu!Xol`=Cl+Yz5PcC8VX+TpWu9PQ!wpi})F`w{ETR$Uya(v#SJz#AJ;V6 zVqEjumM4PIRwr9WTaUA9TNA0x?GlaV70=n2H-BDjULsy=o_sZIJ^Mz~di|Y^*1+0m z=;TKmLnl9}4ZZYvIDGL}8^e4TZgcXt=xM+H_Q+|}mBH3Ly5H}~$jJ0$>DitJT0?2% zX{(^_628|kbDC}M|Z1|`%$BZqBUAuDC>L;Fi;l+Kg9GUvWj@G&UjI8XY zEqe4W+PvlHyO}+2ShLxm)u;cg($#All~3RE&9_r#{P25v{CVr{DCpd-{e-(VY`o`Q zXY+$QcfaV%Hk#!X4H$M#(s}i@4gQv`+MM2hz-M25o8G%m3!Qd)+xFdh6^%S|^tka8 zCZ0cK>a^mSu~~B~7hSgW+I#Qc_VBZZ9@-W!|KRwI)7o63d$oM;EU$DfNG!|q7Utw? zkxaJ^@=&co$He`)o$9TINH9hO<9`_m6+dDHOvrBV5>}{>fz+T!}dS@-mpXnbM zYNr{QJ-kJFE5By=$JJFi_7`Mi`PzE(GCYYx=Qi~Av@<$3Z`C%pX^YG;S|oF5prt>{ zH!`DLW_9-9{vCaN^eo>wKG7R`_3X(Rp1c|6$c(H+a$1{V*;&3olOkW1uW7EWwMabG zw`9CAGBa!Vu+}3p#s^0Evl36VX^`a`o|WevF{-DxK}MFZw?C_zrGE&RB7zL)NCxYP#h}p09zHQM2+It-j`P!_~!!Uwt)?jUJI%)i?1|R%OQgX2X{> zHJTceGFv9Dsu|(EVsK8g72_@BaMYNwlO|7_e$Dl(w?DCC&vW};dZ$tI78gwY>0f`Q6Z0-U{$T?vUY?sb z{j$p++IIG?-OXE=*6RZ|tbauAw*z?lCcRpOl zz*}$Yvf6t6;2Uqfo*pxH$_4(6oQCZ>fAej;yl1}wgNNO)X8i2x{Ra*mKKkxwf2Ijd zZ?o(}ZQ0O_)|#(T%>xY*TXid=CfD0CL$uCXcg^n=zt7(&Yg|ra{{+8R%gxI4W_bPo zu5h32lLpQ7G5*&6Nqg)vSW;?4Jp*2tG*6lr;5AS4u z^UPqTYr8qVEMF^MeGz$EGc@rQx+Ua&+1|thzARto!o&|5eZ4u}{(7&BPWrNRqhLno zM)}@wPB-8I!R)%0`l~tF=R#H`;L)WigxL;k0V65_gr6?Dd#b#B7LKUU6FRCg&m9U%@3b~&a zg|g~DFA8yERehe_JyjO&EGs*!th(H||J>2t)Xlo?ZDOb z?bR>Tw{w23YZEI92D$B_#xv{M74O_y*T!CZ&22-|H+TluPaV_KZ8zQ2YTjUXj^I1H zY#Qu7Xz=3hBZHxP+aKo|Lr9$Hx%h=aL)dWiib>rU3}OG6+4G*;I)r{}ia$BOcF4e$ zk1xvG)@^pZPhA8TEwJj+ zTc@#XVkrSS#PveJ@Jb=9o=UZKj^#nrKReZpm^K3CSwH$7z{IKIHD z>nT4ksCQ6l{8TC5*r@~5rR4tmDF3luEy?CpQius?7;IDTKNB#eL6E5cQZ@p zM=L5_2Uo>r$13WNRyS)-sIsb}G(P*UbFZs)8=B>If>3Gv)R*zLRE|B$Nsie<-BNF+5dH`h2_;{C7~Iyy1rYNof#@{}JJ=vhrxv|2e+;ugglSVinOc zuCB7Uw#s5<)n8VjPCGY?H}6#Y*Q;uw#kz$SI~H1eu+YN0sIKa<+hz86|2Cqy+0M&< z*~HK>aenX6jKh=K@j>?=nepDU^u7IN2Hh}(ndkh;uH#$T5#38sJi;4i4`!6_1esqH zkh}IUU*`QuhwZt1-rwQJGnO%QR{?jXR`6Kc`3$;zI!D&@X8iKr-1$RquA9Ds_P;#M z&sHCfr*9?aHl0SDza?wRbcGZ0P^Tlkl{VI_ZPReyKXxNZ2)?({Fk z=e)YeontDoy!Ak2%eMv8Oz0Itsg?4t^1Mp4<4>RnP-~~=r!}}{>O4g z4VZS@B?FG-92ijA^MS&P!fm=emeaJ`Md3}|81(s%?r`H}&=2mL0?(Y1^MN>4^vG(NjJ zIy)xXxz&|b81pO2XT~ZkVdLB_d4&bN3kwQE?PDc93S&J>dd5OsyL3Gx zzpyaBOV19zh0(H#>Plaig09^Qx*H3lmGkmvl*UVD$Kp-86m%^p?9wCDzOb-Yx58O7 zdiCx=RZe|}o<1uUt*WkwRr)*S)DM@j{MlvYGoodcotnhU<5d;W`SVNTv-4-ouPQH% zS9S7Nmd-0F?AohS_KfPXx%u;A^U5n0cgm=80 eps batch (~15x) via cosine-safe worker pool over bundled WASM; cosine>=0.9999. Latency: quantization permitted, cosine>=0.99, target p50<=80ms (from 192ms)." + }, + "ts": "2026-05-30T21:39:34.649Z" + }, + { + "iter": 3, + "label": "worker-pool (bundled WASM, cosine-safe)", + "node": "v22.22.2", + "baseline_eps": 5.2, + "scaling": [ + { + "workers": 16, + "n": 120, + "eps": 63.4, + "wall_ms": 1894, + "minCos": 1 + }, + { + "workers": 24, + "n": 120, + "eps": 66.5, + "wall_ms": 1803, + "minCos": 1 + }, + { + "workers": 30, + "n": 120, + "eps": 72.6, + "wall_ms": 1652, + "minCos": 1 + } + ], + "best": { + "workers": 30, + "n": 120, + "eps": 72.6, + "wall_ms": 1652, + "minCos": 1 + }, + "speedup_vs_baseline": 14, + "cosine_equivalent": true, + "target_eps": 80, + "target_hit": false, + "ts": "2026-05-30T21:42:34.022Z" + }, + { + "iter": 4, + "label": "worker-pool large-batch amortization", + "node": "v22.22.2", + "results": [ + { + "workers": 24, + "n": 240, + "eps": 69, + "minCos": 1 + }, + { + "workers": 24, + "n": 480, + "eps": 69.4, + "minCos": 1 + }, + { + "workers": 30, + "n": 480, + "eps": 72.8, + "minCos": 1 + } + ], + "best": { + "workers": 30, + "n": 480, + "eps": 72.8, + "minCos": 1 + }, + "speedup_vs_baseline": 14, + "cosine_equivalent": true, + "target_eps": 80, + "target_hit": false, + "ts": "2026-05-30T21:44:18.994Z" + } +] \ No newline at end of file diff --git a/npm/packages/ruvector/scripts/bench/onnx-bench.mjs b/npm/packages/ruvector/scripts/bench/onnx-bench.mjs new file mode 100644 index 0000000000..c62217a02b --- /dev/null +++ b/npm/packages/ruvector/scripts/bench/onnx-bench.mjs @@ -0,0 +1,97 @@ +/** + * ONNX embedder SOTA benchmark + cosine-equivalence harness (issue #523 follow-up). + * + * Measures, in one process: + * - single embed() latency: p50 / p95 / mean (ms) + * - batch-32 throughput (embeds/sec) + * - min cosine similarity of every embedding vs the committed baseline + * (proves "quality-neutral speed": optimizations must not change vectors) + * + * First run writes baseline-embeddings.json and treats min-cosine as 1.0. + * Every run appends one record to onnx-bench-results.json. + * + * Usage: node scripts/bench/onnx-bench.mjs [labelForThisIteration] + */ +import * as path from 'node:path'; +import * as fs from 'node:fs'; +import { fileURLToPath } from 'node:url'; +import { performance } from 'node:perf_hooks'; + +const __dirname = path.dirname(fileURLToPath(import.meta.url)); +const pkgRoot = path.resolve(__dirname, '..', '..'); +const rv = await import(path.join(pkgRoot, 'dist', 'index.js')); + +const label = process.argv[2] || 'baseline'; +const N = 64; +const corpus = Array.from({ length: N }, (_, i) => + `Vector database sentence ${i}: the quick brown fox number ${i % 9} jumps over ${i % 7} lazy dogs near the river while indexing semantic embeddings for retrieval task ${i}.` +); + +function pct(sorted, p) { return sorted[Math.min(sorted.length - 1, Math.floor(sorted.length * p))]; } + +await rv.initOnnxEmbedder(); + +// Warmup (exclude cold-start + JIT from measurement). +for (let i = 0; i < 8; i++) await rv.embed(corpus[i % N]); + +// --- single embed() latency --- +const times = []; +for (const t of corpus) { + const s = performance.now(); + await rv.embed(t); + times.push(performance.now() - s); +} +times.sort((a, b) => a - b); +const p50 = pct(times, 0.5), p95 = pct(times, 0.95); +const mean = times.reduce((a, b) => a + b, 0) / times.length; + +// --- batch-32 throughput --- +const REPS = 8; +const batch = corpus.slice(0, 32); +let embeds = 0; +const bStart = performance.now(); +for (let r = 0; r < REPS; r++) { + const res = await rv.embedBatch(batch); + embeds += res.length; +} +const bElapsed = (performance.now() - bStart) / 1000; +const throughput = embeds / bElapsed; + +// --- cosine-equivalence vs committed baseline --- +const vecs = []; +for (const t of corpus) vecs.push((await rv.embed(t)).embedding); +const baseFile = path.join(__dirname, 'baseline-embeddings.json'); +let minCos = 1, isBaseline = false; +if (fs.existsSync(baseFile)) { + const base = JSON.parse(fs.readFileSync(baseFile, 'utf8')); + for (let i = 0; i < vecs.length; i++) { + const c = rv.cosineSimilarity(vecs[i], base[i]); + if (c < minCos) minCos = c; + } +} else { + fs.writeFileSync(baseFile, JSON.stringify(vecs)); + isBaseline = true; +} + +const record = { + iter: 0, + label, + node: process.version, + n: N, + p50_ms: +p50.toFixed(4), + p95_ms: +p95.toFixed(4), + mean_ms: +mean.toFixed(4), + batch32_throughput_eps: +throughput.toFixed(2), + min_cosine_vs_baseline: isBaseline ? 'baseline-established' : +minCos.toFixed(6), + stats: rv.getStats(), + ts: new Date().toISOString(), +}; + +const resultsFile = path.join(__dirname, 'onnx-bench-results.json'); +const results = fs.existsSync(resultsFile) ? JSON.parse(fs.readFileSync(resultsFile, 'utf8')) : []; +record.iter = results.length + 1; +results.push(record); +fs.writeFileSync(resultsFile, JSON.stringify(results, null, 2)); + +console.log('=== onnx-bench iteration ' + record.iter + ' (' + label + ') ==='); +console.log(JSON.stringify(record, null, 2)); diff --git a/npm/packages/ruvector/scripts/bench/pool-test.mjs b/npm/packages/ruvector/scripts/bench/pool-test.mjs new file mode 100644 index 0000000000..cf614df6b2 --- /dev/null +++ b/npm/packages/ruvector/scripts/bench/pool-test.mjs @@ -0,0 +1,66 @@ +/** + * Worker-pool correctness + throughput test (issue #523 SOTA). + * + * - cosine-equivalence: pool embeddings must match the single-thread path + * (min cosine >= 0.9999) — proves "quality-neutral speed". + * - throughput: parallel embeds/sec vs sequential embeds/sec. + * + * Exits non-zero if cosine-equivalence fails. + */ +import * as path from 'node:path'; +import { performance } from 'node:perf_hooks'; +import * as os from 'node:os'; + +const rv = await import(path.resolve('dist/index.js')); + +const N = 48; +const corpus = Array.from({ length: N }, (_, i) => + `Parallel embedder correctness sentence ${i}: semantic vector for retrieval workload ${i % 13} indexing tokens and phrases ${i}.` +); + +await rv.initOnnxEmbedder(); +// warmup +for (let i = 0; i < 5; i++) await rv.embed(corpus[i]); + +// --- sequential reference + timing --- +const seq = []; +const sStart = performance.now(); +for (const t of corpus) seq.push((await rv.embed(t)).embedding); +const seqElapsed = (performance.now() - sStart) / 1000; +const seqEps = N / seqElapsed; + +// --- parallel pool --- +await rv.initParallelEmbedder(); +const workers = rv.getParallelWorkerCount(); +// warmup the pool +await rv.embedBatchParallel(corpus.slice(0, workers)); +const pStart = performance.now(); +const par = await rv.embedBatchParallel(corpus); +const parElapsed = (performance.now() - pStart) / 1000; +const parEps = N / parElapsed; + +// --- cosine-equivalence --- +let minCos = 1; +for (let i = 0; i < N; i++) { + const c = rv.cosineSimilarity(seq[i], par[i]); + if (c < minCos) minCos = c; +} + +await rv.shutdownParallelEmbedder(); + +const report = { + cpus: os.cpus().length, + workers, + n: N, + seq_eps: +seqEps.toFixed(2), + parallel_eps: +parEps.toFixed(2), + speedup: +(parEps / seqEps).toFixed(2), + min_cosine_vs_single: +minCos.toFixed(6), + cosine_ok: minCos >= 0.9999, +}; +console.log('POOL_REPORT ' + JSON.stringify(report)); + +if (!report.cosine_ok) { + console.error('FAIL: pool embeddings diverge from single-thread (min cosine ' + minCos + ')'); + process.exit(1); +} diff --git a/npm/packages/ruvector/src/core/adaptive-embedder.d.ts b/npm/packages/ruvector/src/core/adaptive-embedder.d.ts deleted file mode 100644 index 7a27f2a8be..0000000000 --- a/npm/packages/ruvector/src/core/adaptive-embedder.d.ts +++ /dev/null @@ -1,156 +0,0 @@ -/** - * AdaptiveEmbedder - Micro-LoRA Style Optimization for ONNX Embeddings - * - * Applies continual learning techniques to frozen ONNX embeddings: - * - * 1. MICRO-LORA ADAPTERS - * - Low-rank projection layers (rank 2-8) on top of frozen embeddings - * - Domain-specific fine-tuning with minimal parameters - * - ~0.1% of base model parameters - * - * 2. CONTRASTIVE LEARNING - * - Files edited together → embeddings closer - * - Semantic clustering from trajectories - * - Online learning from user behavior - * - * 3. EWC++ (Elastic Weight Consolidation) - * - Prevents catastrophic forgetting - * - Consolidates important adaptations - * - Fisher information regularization - * - * 4. MEMORY-AUGMENTED RETRIEVAL - * - Episodic memory for context-aware embeddings - * - Attention over past similar embeddings - * - Domain prototype learning - * - * Architecture: - * ONNX(text) → [frozen 384d] → LoRA_A → LoRA_B → [adapted 384d] - * (384×r) (r×384) - */ -export interface AdaptiveConfig { - /** LoRA rank (lower = fewer params, higher = more expressive) */ - loraRank?: number; - /** Learning rate for online updates */ - learningRate?: number; - /** EWC regularization strength */ - ewcLambda?: number; - /** Number of domain prototypes to maintain */ - numPrototypes?: number; - /** Enable contrastive learning from co-edits */ - contrastiveLearning?: boolean; - /** Temperature for contrastive loss */ - contrastiveTemp?: number; - /** Memory capacity for episodic retrieval */ - memoryCapacity?: number; -} -export interface LoRAWeights { - A: number[][]; - B: number[][]; - bias?: number[]; -} -export interface DomainPrototype { - domain: string; - centroid: number[]; - count: number; - variance: number; -} -export interface AdaptiveStats { - baseModel: string; - dimension: number; - loraRank: number; - loraParams: number; - adaptations: number; - prototypes: number; - memorySize: number; - ewcConsolidations: number; - contrastiveUpdates: number; -} -export declare class AdaptiveEmbedder { - private config; - private lora; - private prototypes; - private episodic; - private onnxReady; - private dimension; - private adaptationCount; - private ewcCount; - private contrastiveCount; - private coEditBuffer; - constructor(config?: AdaptiveConfig); - /** - * Initialize ONNX backend - */ - init(): Promise; - /** - * Generate adaptive embedding - * Pipeline: ONNX → LoRA → Prototype Adjustment → Episodic Augmentation - */ - embed(text: string, options?: { - domain?: string; - useEpisodic?: boolean; - storeInMemory?: boolean; - }): Promise; - /** - * Batch embed with adaptation - */ - embedBatch(texts: string[], options?: { - domain?: string; - }): Promise; - /** - * Learn from co-edit pattern (contrastive learning) - * Files edited together should have similar embeddings - */ - learnCoEdit(file1: string, content1: string, file2: string, content2: string): Promise; - /** - * Process co-edit batch with contrastive loss - */ - private processCoEditBatch; - /** - * Learn from trajectory outcome (reinforcement-like) - */ - learnFromOutcome(context: string, action: string, success: boolean, quality?: number): Promise; - /** - * EWC consolidation - prevent forgetting important adaptations - * OPTIMIZED: Works with Float32Array episodic entries - */ - consolidate(): Promise; - /** - * Fallback hash embedding - */ - private hashEmbed; - private normalize; - /** - * Get statistics - */ - getStats(): AdaptiveStats; - /** - * Export learned weights - */ - export(): { - lora: LoRAWeights; - prototypes: DomainPrototype[]; - stats: AdaptiveStats; - }; - /** - * Import learned weights - */ - import(data: { - lora?: LoRAWeights; - prototypes?: DomainPrototype[]; - }): void; - /** - * Reset adaptations - */ - reset(): void; - /** - * Get LoRA cache statistics - */ - getCacheStats(): { - size: number; - maxSize: number; - }; -} -export declare function getAdaptiveEmbedder(config?: AdaptiveConfig): AdaptiveEmbedder; -export declare function initAdaptiveEmbedder(config?: AdaptiveConfig): Promise; -export default AdaptiveEmbedder; -//# sourceMappingURL=adaptive-embedder.d.ts.map \ No newline at end of file diff --git a/npm/packages/ruvector/src/core/adaptive-embedder.d.ts.map b/npm/packages/ruvector/src/core/adaptive-embedder.d.ts.map deleted file mode 100644 index 8606e4532b..0000000000 --- a/npm/packages/ruvector/src/core/adaptive-embedder.d.ts.map +++ /dev/null @@ -1 +0,0 @@ -{"version":3,"file":"adaptive-embedder.d.ts","sourceRoot":"","sources":["adaptive-embedder.ts"],"names":[],"mappings":"AAAA;;;;;;;;;;;;;;;;;;;;;;;;;;;;GA4BG;AAQH,MAAM,WAAW,cAAc;IAC7B,iEAAiE;IACjE,QAAQ,CAAC,EAAE,MAAM,CAAC;IAClB,uCAAuC;IACvC,YAAY,CAAC,EAAE,MAAM,CAAC;IACtB,kCAAkC;IAClC,SAAS,CAAC,EAAE,MAAM,CAAC;IACnB,8CAA8C;IAC9C,aAAa,CAAC,EAAE,MAAM,CAAC;IACvB,gDAAgD;IAChD,mBAAmB,CAAC,EAAE,OAAO,CAAC;IAC9B,uCAAuC;IACvC,eAAe,CAAC,EAAE,MAAM,CAAC;IACzB,6CAA6C;IAC7C,cAAc,CAAC,EAAE,MAAM,CAAC;CACzB;AAED,MAAM,WAAW,WAAW;IAC1B,CAAC,EAAE,MAAM,EAAE,EAAE,CAAC;IACd,CAAC,EAAE,MAAM,EAAE,EAAE,CAAC;IACd,IAAI,CAAC,EAAE,MAAM,EAAE,CAAC;CACjB;AAED,MAAM,WAAW,eAAe;IAC9B,MAAM,EAAE,MAAM,CAAC;IACf,QAAQ,EAAE,MAAM,EAAE,CAAC;IACnB,KAAK,EAAE,MAAM,CAAC;IACd,QAAQ,EAAE,MAAM,CAAC;CAClB;AAED,MAAM,WAAW,aAAa;IAC5B,SAAS,EAAE,MAAM,CAAC;IAClB,SAAS,EAAE,MAAM,CAAC;IAClB,QAAQ,EAAE,MAAM,CAAC;IACjB,UAAU,EAAE,MAAM,CAAC;IACnB,WAAW,EAAE,MAAM,CAAC;IACpB,UAAU,EAAE,MAAM,CAAC;IACnB,UAAU,EAAE,MAAM,CAAC;IACnB,iBAAiB,EAAE,MAAM,CAAC;IAC1B,kBAAkB,EAAE,MAAM,CAAC;CAC5B;AA8pBD,qBAAa,gBAAgB;IAC3B,OAAO,CAAC,MAAM,CAA2B;IACzC,OAAO,CAAC,IAAI,CAAY;IACxB,OAAO,CAAC,UAAU,CAAkB;IACpC,OAAO,CAAC,QAAQ,CAAiB;IACjC,OAAO,CAAC,SAAS,CAAkB;IACnC,OAAO,CAAC,SAAS,CAAe;IAGhC,OAAO,CAAC,eAAe,CAAa;IACpC,OAAO,CAAC,QAAQ,CAAa;IAC7B,OAAO,CAAC,gBAAgB,CAAa;IAGrC,OAAO,CAAC,YAAY,CAA+E;gBAEvF,MAAM,GAAE,cAAmB;IAiBvC;;OAEG;IACG,IAAI,IAAI,OAAO,CAAC,IAAI,CAAC;IAO3B;;;OAGG;IACG,KAAK,CAAC,IAAI,EAAE,MAAM,EAAE,OAAO,CAAC,EAAE;QAClC,MAAM,CAAC,EAAE,MAAM,CAAC;QAChB,WAAW,CAAC,EAAE,OAAO,CAAC;QACtB,aAAa,CAAC,EAAE,OAAO,CAAC;KACzB,GAAG,OAAO,CAAC,MAAM,EAAE,CAAC;IAmCrB;;OAEG;IACG,UAAU,CAAC,KAAK,EAAE,MAAM,EAAE,EAAE,OAAO,CAAC,EAAE;QAC1C,MAAM,CAAC,EAAE,MAAM,CAAC;KACjB,GAAG,OAAO,CAAC,MAAM,EAAE,EAAE,CAAC;IAsBvB;;;OAGG;IACG,WAAW,CAAC,KAAK,EAAE,MAAM,EAAE,QAAQ,EAAE,MAAM,EAAE,KAAK,EAAE,MAAM,EAAE,QAAQ,EAAE,MAAM,GAAG,OAAO,CAAC,MAAM,CAAC;IAkBpG;;OAEG;IACH,OAAO,CAAC,kBAAkB;IA+B1B;;OAEG;IACG,gBAAgB,CACpB,OAAO,EAAE,MAAM,EACf,MAAM,EAAE,MAAM,EACd,OAAO,EAAE,OAAO,EAChB,OAAO,GAAE,MAAY,GACpB,OAAO,CAAC,IAAI,CAAC;IAiBhB;;;OAGG;IACG,WAAW,IAAI,OAAO,CAAC,IAAI,CAAC;IAmBlC;;OAEG;IACH,OAAO,CAAC,SAAS;IAoBjB,OAAO,CAAC,SAAS;IAKjB;;OAEG;IACH,QAAQ,IAAI,aAAa;IAczB;;OAEG;IACH,MAAM,IAAI;QACR,IAAI,EAAE,WAAW,CAAC;QAClB,UAAU,EAAE,eAAe,EAAE,CAAC;QAC9B,KAAK,EAAE,aAAa,CAAC;KACtB;IAQD;;OAEG;IACH,MAAM,CAAC,IAAI,EAAE;QAAE,IAAI,CAAC,EAAE,WAAW,CAAC;QAAC,UAAU,CAAC,EAAE,eAAe,EAAE,CAAA;KAAE,GAAG,IAAI;IAS1E;;OAEG;IACH,KAAK,IAAI,IAAI;IAUb;;OAEG;IACH,aAAa,IAAI;QAAE,IAAI,EAAE,MAAM,CAAC;QAAC,OAAO,EAAE,MAAM,CAAA;KAAE;CAGnD;AAQD,wBAAgB,mBAAmB,CAAC,MAAM,CAAC,EAAE,cAAc,GAAG,gBAAgB,CAK7E;AAED,wBAAsB,oBAAoB,CAAC,MAAM,CAAC,EAAE,cAAc,GAAG,OAAO,CAAC,gBAAgB,CAAC,CAI7F;AAED,eAAe,gBAAgB,CAAC"} \ No newline at end of file diff --git a/npm/packages/ruvector/src/core/adaptive-embedder.js b/npm/packages/ruvector/src/core/adaptive-embedder.js deleted file mode 100644 index e288e485ac..0000000000 --- a/npm/packages/ruvector/src/core/adaptive-embedder.js +++ /dev/null @@ -1,838 +0,0 @@ -"use strict"; -/** - * AdaptiveEmbedder - Micro-LoRA Style Optimization for ONNX Embeddings - * - * Applies continual learning techniques to frozen ONNX embeddings: - * - * 1. MICRO-LORA ADAPTERS - * - Low-rank projection layers (rank 2-8) on top of frozen embeddings - * - Domain-specific fine-tuning with minimal parameters - * - ~0.1% of base model parameters - * - * 2. CONTRASTIVE LEARNING - * - Files edited together → embeddings closer - * - Semantic clustering from trajectories - * - Online learning from user behavior - * - * 3. EWC++ (Elastic Weight Consolidation) - * - Prevents catastrophic forgetting - * - Consolidates important adaptations - * - Fisher information regularization - * - * 4. MEMORY-AUGMENTED RETRIEVAL - * - Episodic memory for context-aware embeddings - * - Attention over past similar embeddings - * - Domain prototype learning - * - * Architecture: - * ONNX(text) → [frozen 384d] → LoRA_A → LoRA_B → [adapted 384d] - * (384×r) (r×384) - */ -Object.defineProperty(exports, "__esModule", { value: true }); -exports.AdaptiveEmbedder = void 0; -exports.getAdaptiveEmbedder = getAdaptiveEmbedder; -exports.initAdaptiveEmbedder = initAdaptiveEmbedder; -const onnx_embedder_1 = require("./onnx-embedder"); -// ============================================================================ -// Optimized Micro-LoRA Layer with Float32Array and Caching -// ============================================================================ -/** - * Low-rank adaptation layer for embeddings (OPTIMIZED) - * Implements: output = input + scale * (input @ A @ B) - * - * Optimizations: - * - Float32Array for 2-3x faster math operations - * - Flattened matrices for cache-friendly access - * - Pre-allocated buffers to avoid GC pressure - * - LRU embedding cache for repeated inputs - */ -class MicroLoRA { - constructor(dim, rank, scale = 0.1) { - // EWC Fisher information (importance weights) - this.fisherA = null; - this.fisherB = null; - this.savedA = null; - this.savedB = null; - // LRU cache for repeated embeddings (key: hash, value: output) - this.cache = new Map(); - this.cacheMaxSize = 256; - this.dim = dim; - this.rank = rank; - this.scale = scale; - // Initialize with small random values (Xavier-like) - const stdA = Math.sqrt(2 / (dim + rank)); - const stdB = Math.sqrt(2 / (rank + dim)) * 0.01; // B starts near zero - this.A = this.initFlatMatrix(dim, rank, stdA); - this.B = this.initFlatMatrix(rank, dim, stdB); - // Pre-allocate buffers - this.hiddenBuffer = new Float32Array(rank); - this.outputBuffer = new Float32Array(dim); - } - initFlatMatrix(rows, cols, std) { - const arr = new Float32Array(rows * cols); - for (let i = 0; i < arr.length; i++) { - arr[i] = (Math.random() - 0.5) * 2 * std; - } - return arr; - } - /** - * Fast hash for cache key (FNV-1a variant) - */ - hashInput(input) { - let h = 2166136261; - const len = Math.min(input.length, 32); // Sample first 32 for speed - for (let i = 0; i < len; i++) { - h ^= Math.floor(input[i] * 10000); - h = Math.imul(h, 16777619); - } - return h.toString(36); - } - /** - * Forward pass: input + scale * (input @ A @ B) - * OPTIMIZED with Float32Array and loop unrolling - */ - forward(input) { - // Check cache first - const cacheKey = this.hashInput(input); - const cached = this.cache.get(cacheKey); - if (cached) { - return Array.from(cached); - } - // Zero the hidden buffer - this.hiddenBuffer.fill(0); - // Compute input @ A (dim → rank) - SIMD-friendly loop - // Unroll by 4 for better pipelining - const dim4 = this.dim - (this.dim % 4); - for (let r = 0; r < this.rank; r++) { - let sum = 0; - const rOffset = r; - // Unrolled loop - for (let d = 0; d < dim4; d += 4) { - const aIdx = d * this.rank + rOffset; - sum += input[d] * this.A[aIdx]; - sum += input[d + 1] * this.A[aIdx + this.rank]; - sum += input[d + 2] * this.A[aIdx + 2 * this.rank]; - sum += input[d + 3] * this.A[aIdx + 3 * this.rank]; - } - // Remainder - for (let d = dim4; d < this.dim; d++) { - sum += input[d] * this.A[d * this.rank + rOffset]; - } - this.hiddenBuffer[r] = sum; - } - // Compute hidden @ B (rank → dim) and add residual - // Copy input to output buffer first - for (let d = 0; d < this.dim; d++) { - this.outputBuffer[d] = input[d]; - } - // Add scaled LoRA contribution - for (let d = 0; d < this.dim; d++) { - let delta = 0; - for (let r = 0; r < this.rank; r++) { - delta += this.hiddenBuffer[r] * this.B[r * this.dim + d]; - } - this.outputBuffer[d] += this.scale * delta; - } - // Cache result (LRU eviction if full) - if (this.cache.size >= this.cacheMaxSize) { - const firstKey = this.cache.keys().next().value; - if (firstKey) - this.cache.delete(firstKey); - } - this.cache.set(cacheKey, new Float32Array(this.outputBuffer)); - return Array.from(this.outputBuffer); - } - /** - * Clear cache (call after weight updates) - */ - clearCache() { - this.cache.clear(); - } - /** - * Backward pass with contrastive loss - * Pulls positive pairs closer, pushes negatives apart - * OPTIMIZED: Uses Float32Array buffers - */ - backward(anchor, positive, negatives, lr, ewcLambda = 0) { - if (!positive && negatives.length === 0) - return 0; - // Clear cache since weights will change - this.clearCache(); - // Compute adapted embeddings - const anchorOut = this.forward(anchor); - const positiveOut = positive ? this.forward(positive) : null; - const negativeOuts = negatives.map(n => this.forward(n)); - // Contrastive loss with temperature scaling - const temp = 0.07; - let loss = 0; - if (positiveOut) { - // Positive similarity - const posSim = this.cosineSimilarity(anchorOut, positiveOut) / temp; - // Negative similarities - const negSims = negativeOuts.map(n => this.cosineSimilarity(anchorOut, n) / temp); - // InfoNCE loss - const maxSim = Math.max(posSim, ...negSims); - const expPos = Math.exp(posSim - maxSim); - const expNegs = negSims.reduce((sum, s) => sum + Math.exp(s - maxSim), 0); - loss = -Math.log(expPos / (expPos + expNegs) + 1e-8); - // Compute gradients (simplified) - const gradScale = lr * this.scale; - // Update A based on gradient direction (flattened access) - for (let d = 0; d < this.dim; d++) { - for (let r = 0; r < this.rank; r++) { - const idx = d * this.rank + r; - // Gradient from positive (pull closer) - const pOutR = r < positiveOut.length ? positiveOut[r] : 0; - const aOutR = r < anchorOut.length ? anchorOut[r] : 0; - const gradA = anchor[d] * (pOutR - aOutR) * gradScale; - this.A[idx] += gradA; - // EWC regularization - if (ewcLambda > 0 && this.fisherA && this.savedA) { - this.A[idx] -= ewcLambda * this.fisherA[idx] * (this.A[idx] - this.savedA[idx]); - } - } - } - // Update B (flattened access) - for (let r = 0; r < this.rank; r++) { - const anchorR = r < anchor.length ? anchor[r] : 0; - for (let d = 0; d < this.dim; d++) { - const idx = r * this.dim + d; - const gradB = anchorR * (positiveOut[d] - anchorOut[d]) * gradScale * 0.1; - this.B[idx] += gradB; - if (ewcLambda > 0 && this.fisherB && this.savedB) { - this.B[idx] -= ewcLambda * this.fisherB[idx] * (this.B[idx] - this.savedB[idx]); - } - } - } - } - return loss; - } - /** - * EWC consolidation - save current weights and compute Fisher information - * OPTIMIZED: Uses Float32Array - */ - consolidate(embeddings) { - // Save current weights - this.savedA = new Float32Array(this.A); - this.savedB = new Float32Array(this.B); - // Estimate Fisher information (diagonal approximation) - this.fisherA = new Float32Array(this.dim * this.rank); - this.fisherB = new Float32Array(this.rank * this.dim); - const numEmb = embeddings.length; - for (const emb of embeddings) { - // Accumulate squared gradients as Fisher estimate - for (let d = 0; d < this.dim; d++) { - const embD = emb[d] * emb[d] / numEmb; - for (let r = 0; r < this.rank; r++) { - this.fisherA[d * this.rank + r] += embD; - } - } - } - // Clear cache after consolidation - this.clearCache(); - } - /** - * Optimized cosine similarity with early termination - */ - cosineSimilarity(a, b) { - let dot = 0, normA = 0, normB = 0; - const len = Math.min(a.length, b.length); - // Unrolled loop for speed - const len4 = len - (len % 4); - for (let i = 0; i < len4; i += 4) { - dot += a[i] * b[i] + a[i + 1] * b[i + 1] + a[i + 2] * b[i + 2] + a[i + 3] * b[i + 3]; - normA += a[i] * a[i] + a[i + 1] * a[i + 1] + a[i + 2] * a[i + 2] + a[i + 3] * a[i + 3]; - normB += b[i] * b[i] + b[i + 1] * b[i + 1] + b[i + 2] * b[i + 2] + b[i + 3] * b[i + 3]; - } - // Remainder - for (let i = len4; i < len; i++) { - dot += a[i] * b[i]; - normA += a[i] * a[i]; - normB += b[i] * b[i]; - } - return dot / (Math.sqrt(normA * normB) + 1e-8); - } - getParams() { - return this.dim * this.rank + this.rank * this.dim; - } - getCacheStats() { - return { - size: this.cache.size, - maxSize: this.cacheMaxSize, - hitRate: 0, // Would need hit counter for accurate tracking - }; - } - /** - * Export weights as 2D arrays for serialization - */ - export() { - // Convert flattened Float32Array back to 2D number[][] - const A = []; - for (let d = 0; d < this.dim; d++) { - const row = []; - for (let r = 0; r < this.rank; r++) { - row.push(this.A[d * this.rank + r]); - } - A.push(row); - } - const B = []; - for (let r = 0; r < this.rank; r++) { - const row = []; - for (let d = 0; d < this.dim; d++) { - row.push(this.B[r * this.dim + d]); - } - B.push(row); - } - return { A, B }; - } - /** - * Import weights from 2D arrays - */ - import(weights) { - // Convert 2D number[][] to flattened Float32Array - for (let d = 0; d < this.dim && d < weights.A.length; d++) { - for (let r = 0; r < this.rank && r < weights.A[d].length; r++) { - this.A[d * this.rank + r] = weights.A[d][r]; - } - } - for (let r = 0; r < this.rank && r < weights.B.length; r++) { - for (let d = 0; d < this.dim && d < weights.B[r].length; d++) { - this.B[r * this.dim + d] = weights.B[r][d]; - } - } - // Clear cache after import - this.clearCache(); - } -} -// ============================================================================ -// Domain Prototype Learning (OPTIMIZED with Float32Array) -// ============================================================================ -class PrototypeMemory { - constructor(maxPrototypes = 50, dimension = 384) { - this.prototypes = new Map(); - this.maxPrototypes = maxPrototypes; - this.scratchBuffer = new Float32Array(dimension); - } - /** - * Update prototype with new embedding (online mean update) - * OPTIMIZED: Uses Float32Array internally - */ - update(domain, embedding) { - const existing = this.prototypes.get(domain); - if (existing) { - // Online mean update: new_mean = old_mean + (x - old_mean) / n - const n = existing.count + 1; - const invN = 1 / n; - // Unrolled update loop - const len = Math.min(embedding.length, existing.centroid.length); - const len4 = len - (len % 4); - for (let i = 0; i < len4; i += 4) { - const d0 = embedding[i] - existing.centroid[i]; - const d1 = embedding[i + 1] - existing.centroid[i + 1]; - const d2 = embedding[i + 2] - existing.centroid[i + 2]; - const d3 = embedding[i + 3] - existing.centroid[i + 3]; - existing.centroid[i] += d0 * invN; - existing.centroid[i + 1] += d1 * invN; - existing.centroid[i + 2] += d2 * invN; - existing.centroid[i + 3] += d3 * invN; - existing.variance += d0 * (embedding[i] - existing.centroid[i]); - existing.variance += d1 * (embedding[i + 1] - existing.centroid[i + 1]); - existing.variance += d2 * (embedding[i + 2] - existing.centroid[i + 2]); - existing.variance += d3 * (embedding[i + 3] - existing.centroid[i + 3]); - } - for (let i = len4; i < len; i++) { - const delta = embedding[i] - existing.centroid[i]; - existing.centroid[i] += delta * invN; - existing.variance += delta * (embedding[i] - existing.centroid[i]); - } - existing.count = n; - } - else { - // Create new prototype - if (this.prototypes.size >= this.maxPrototypes) { - // Remove least used prototype - let minCount = Infinity; - let minKey = ''; - for (const [key, proto] of this.prototypes) { - if (proto.count < minCount) { - minCount = proto.count; - minKey = key; - } - } - this.prototypes.delete(minKey); - } - this.prototypes.set(domain, { - domain, - centroid: Array.from(embedding), - count: 1, - variance: 0, - }); - } - } - /** - * Find closest prototype and return domain-adjusted embedding - * OPTIMIZED: Single-pass similarity with early exit - */ - adjust(embedding) { - if (this.prototypes.size === 0) { - return { adjusted: Array.from(embedding), domain: null, confidence: 0 }; - } - let bestSim = -Infinity; - let bestProto = null; - for (const proto of this.prototypes.values()) { - const sim = this.cosineSimilarityFast(embedding, proto.centroid); - if (sim > bestSim) { - bestSim = sim; - bestProto = proto; - } - } - if (!bestProto || bestSim < 0.5) { - return { adjusted: Array.from(embedding), domain: null, confidence: 0 }; - } - // Adjust embedding toward prototype (soft assignment) - const alpha = 0.1 * bestSim; - const oneMinusAlpha = 1 - alpha; - const adjusted = new Array(embedding.length); - // Unrolled adjustment - const len = embedding.length; - const len4 = len - (len % 4); - for (let i = 0; i < len4; i += 4) { - adjusted[i] = embedding[i] * oneMinusAlpha + bestProto.centroid[i] * alpha; - adjusted[i + 1] = embedding[i + 1] * oneMinusAlpha + bestProto.centroid[i + 1] * alpha; - adjusted[i + 2] = embedding[i + 2] * oneMinusAlpha + bestProto.centroid[i + 2] * alpha; - adjusted[i + 3] = embedding[i + 3] * oneMinusAlpha + bestProto.centroid[i + 3] * alpha; - } - for (let i = len4; i < len; i++) { - adjusted[i] = embedding[i] * oneMinusAlpha + bestProto.centroid[i] * alpha; - } - return { - adjusted, - domain: bestProto.domain, - confidence: bestSim, - }; - } - /** - * Fast cosine similarity with loop unrolling - */ - cosineSimilarityFast(a, b) { - let dot = 0, normA = 0, normB = 0; - const len = Math.min(a.length, b.length); - const len4 = len - (len % 4); - for (let i = 0; i < len4; i += 4) { - dot += a[i] * b[i] + a[i + 1] * b[i + 1] + a[i + 2] * b[i + 2] + a[i + 3] * b[i + 3]; - normA += a[i] * a[i] + a[i + 1] * a[i + 1] + a[i + 2] * a[i + 2] + a[i + 3] * a[i + 3]; - normB += b[i] * b[i] + b[i + 1] * b[i + 1] + b[i + 2] * b[i + 2] + b[i + 3] * b[i + 3]; - } - for (let i = len4; i < len; i++) { - dot += a[i] * b[i]; - normA += a[i] * a[i]; - normB += b[i] * b[i]; - } - return dot / (Math.sqrt(normA * normB) + 1e-8); - } - getPrototypes() { - return Array.from(this.prototypes.values()); - } - export() { - return this.getPrototypes(); - } - import(prototypes) { - this.prototypes.clear(); - for (const p of prototypes) { - this.prototypes.set(p.domain, p); - } - } -} -class EpisodicMemory { - constructor(capacity = 1000, dimension = 384) { - this.entries = []; - this.capacity = capacity; - this.dimension = dimension; - this.augmentBuffer = new Float32Array(dimension); - this.weightsBuffer = new Float32Array(Math.min(capacity, 16)); // Max k - } - add(embedding, context) { - if (this.entries.length >= this.capacity) { - // Find and remove least used entry (O(n) but infrequent) - let minIdx = 0; - let minCount = this.entries[0].useCount; - for (let i = 1; i < this.entries.length; i++) { - if (this.entries[i].useCount < minCount) { - minCount = this.entries[i].useCount; - minIdx = i; - } - } - this.entries.splice(minIdx, 1); - } - // Convert to Float32Array and pre-compute norm - const emb = embedding instanceof Float32Array - ? new Float32Array(embedding) - : new Float32Array(embedding); - let normSq = 0; - for (let i = 0; i < emb.length; i++) { - normSq += emb[i] * emb[i]; - } - this.entries.push({ - embedding: emb, - context, - timestamp: Date.now(), - useCount: 0, - normSquared: normSq, - }); - } - /** - * Retrieve similar past embeddings for context augmentation - * OPTIMIZED: Uses pre-computed norms for fast similarity - */ - retrieve(query, k = 5) { - if (this.entries.length === 0) - return []; - // Pre-compute query norm - let queryNormSq = 0; - for (let i = 0; i < query.length; i++) { - queryNormSq += query[i] * query[i]; - } - const queryNorm = Math.sqrt(queryNormSq); - // Score all entries - const scored = []; - for (const entry of this.entries) { - // Fast dot product with loop unrolling - let dot = 0; - const len = Math.min(query.length, entry.embedding.length); - const len4 = len - (len % 4); - for (let i = 0; i < len4; i += 4) { - dot += query[i] * entry.embedding[i]; - dot += query[i + 1] * entry.embedding[i + 1]; - dot += query[i + 2] * entry.embedding[i + 2]; - dot += query[i + 3] * entry.embedding[i + 3]; - } - for (let i = len4; i < len; i++) { - dot += query[i] * entry.embedding[i]; - } - const similarity = dot / (queryNorm * Math.sqrt(entry.normSquared) + 1e-8); - scored.push({ entry, similarity }); - } - // Partial sort for top-k (faster than full sort for large arrays) - if (scored.length <= k) { - scored.sort((a, b) => b.similarity - a.similarity); - for (const s of scored) - s.entry.useCount++; - return scored.map(s => s.entry); - } - // Quick select for top-k - scored.sort((a, b) => b.similarity - a.similarity); - const topK = scored.slice(0, k); - for (const s of topK) - s.entry.useCount++; - return topK.map(s => s.entry); - } - /** - * Augment embedding with episodic memory (attention-like) - * OPTIMIZED: Uses pre-allocated buffers - */ - augment(embedding, k = 3) { - const similar = this.retrieve(embedding, k); - if (similar.length === 0) - return Array.from(embedding); - // Pre-compute query norm - let queryNormSq = 0; - for (let i = 0; i < embedding.length; i++) { - queryNormSq += embedding[i] * embedding[i]; - } - const queryNorm = Math.sqrt(queryNormSq); - // Compute weights - let sumWeights = 1; // Start with 1 for query - for (let j = 0; j < similar.length; j++) { - // Fast dot product for similarity - let dot = 0; - const emb = similar[j].embedding; - const len = Math.min(embedding.length, emb.length); - for (let i = 0; i < len; i++) { - dot += embedding[i] * emb[i]; - } - const sim = dot / (queryNorm * Math.sqrt(similar[j].normSquared) + 1e-8); - const weight = Math.exp(sim / 0.1); - this.weightsBuffer[j] = weight; - sumWeights += weight; - } - const invSumWeights = 1 / sumWeights; - // Weighted average - const dim = embedding.length; - for (let i = 0; i < dim; i++) { - let sum = embedding[i]; // Query contribution - for (let j = 0; j < similar.length; j++) { - sum += this.weightsBuffer[j] * similar[j].embedding[i]; - } - this.augmentBuffer[i] = sum * invSumWeights; - } - return Array.from(this.augmentBuffer.subarray(0, dim)); - } - size() { - return this.entries.length; - } - clear() { - this.entries = []; - } -} -// ============================================================================ -// Adaptive Embedder (Main Class) -// ============================================================================ -class AdaptiveEmbedder { - constructor(config = {}) { - this.onnxReady = false; - this.dimension = 384; - // Stats - this.adaptationCount = 0; - this.ewcCount = 0; - this.contrastiveCount = 0; - // Co-edit buffer for contrastive learning - this.coEditBuffer = []; - this.config = { - loraRank: config.loraRank ?? 4, - learningRate: config.learningRate ?? 0.01, - ewcLambda: config.ewcLambda ?? 0.1, - numPrototypes: config.numPrototypes ?? 50, - contrastiveLearning: config.contrastiveLearning ?? true, - contrastiveTemp: config.contrastiveTemp ?? 0.07, - memoryCapacity: config.memoryCapacity ?? 1000, - }; - // Pass dimension for pre-allocation of Float32Array buffers - this.lora = new MicroLoRA(this.dimension, this.config.loraRank); - this.prototypes = new PrototypeMemory(this.config.numPrototypes, this.dimension); - this.episodic = new EpisodicMemory(this.config.memoryCapacity, this.dimension); - } - /** - * Initialize ONNX backend - */ - async init() { - if ((0, onnx_embedder_1.isOnnxAvailable)()) { - await (0, onnx_embedder_1.initOnnxEmbedder)(); - this.onnxReady = true; - } - } - /** - * Generate adaptive embedding - * Pipeline: ONNX → LoRA → Prototype Adjustment → Episodic Augmentation - */ - async embed(text, options) { - // Step 1: Get base ONNX embedding - let baseEmb; - if (this.onnxReady) { - const result = await (0, onnx_embedder_1.embed)(text); - baseEmb = result.embedding; - } - else { - // Fallback to hash embedding - baseEmb = this.hashEmbed(text); - } - // Step 2: Apply LoRA adaptation - let adapted = this.lora.forward(baseEmb); - // Step 3: Prototype adjustment (if domain specified) - if (options?.domain) { - this.prototypes.update(options.domain, adapted); - } - const { adjusted, domain } = this.prototypes.adjust(adapted); - adapted = adjusted; - // Step 4: Episodic memory augmentation - if (options?.useEpisodic !== false) { - adapted = this.episodic.augment(adapted); - } - // Step 5: Store in episodic memory - if (options?.storeInMemory !== false) { - this.episodic.add(adapted, text.slice(0, 100)); - } - // Normalize - return this.normalize(adapted); - } - /** - * Batch embed with adaptation - */ - async embedBatch(texts, options) { - const results = []; - if (this.onnxReady) { - const baseResults = await (0, onnx_embedder_1.embedBatch)(texts); - for (let i = 0; i < baseResults.length; i++) { - let adapted = this.lora.forward(baseResults[i].embedding); - if (options?.domain) { - this.prototypes.update(options.domain, adapted); - } - const { adjusted } = this.prototypes.adjust(adapted); - results.push(this.normalize(adjusted)); - } - } - else { - for (const text of texts) { - results.push(await this.embed(text, options)); - } - } - return results; - } - /** - * Learn from co-edit pattern (contrastive learning) - * Files edited together should have similar embeddings - */ - async learnCoEdit(file1, content1, file2, content2) { - if (!this.config.contrastiveLearning) - return 0; - // Get embeddings - const emb1 = await this.embed(content1.slice(0, 512), { storeInMemory: false }); - const emb2 = await this.embed(content2.slice(0, 512), { storeInMemory: false }); - // Store in buffer for batch learning - this.coEditBuffer.push({ file1, emb1, file2, emb2 }); - // Process batch when buffer is full - if (this.coEditBuffer.length >= 16) { - return this.processCoEditBatch(); - } - return 0; - } - /** - * Process co-edit batch with contrastive loss - */ - processCoEditBatch() { - if (this.coEditBuffer.length < 2) - return 0; - let totalLoss = 0; - for (const { emb1, emb2 } of this.coEditBuffer) { - // Use other pairs as negatives - const negatives = this.coEditBuffer - .filter(p => p.emb1 !== emb1) - .slice(0, 4) - .map(p => p.emb1); - // Backward pass with contrastive loss - const loss = this.lora.backward(emb1, emb2, negatives, this.config.learningRate, this.config.ewcLambda); - totalLoss += loss; - this.contrastiveCount++; - } - this.coEditBuffer = []; - this.adaptationCount++; - return totalLoss / this.coEditBuffer.length; - } - /** - * Learn from trajectory outcome (reinforcement-like) - */ - async learnFromOutcome(context, action, success, quality = 0.5) { - const contextEmb = await this.embed(context, { storeInMemory: false }); - const actionEmb = await this.embed(action, { storeInMemory: false }); - if (success && quality > 0.7) { - // Positive outcome - pull embeddings closer - this.lora.backward(contextEmb, actionEmb, [], this.config.learningRate * quality, this.config.ewcLambda); - this.adaptationCount++; - } - } - /** - * EWC consolidation - prevent forgetting important adaptations - * OPTIMIZED: Works with Float32Array episodic entries - */ - async consolidate() { - // Collect current episodic memories for Fisher estimation - const embeddings = []; - const entries = this.episodic.entries || []; - // Get last 100 entries for Fisher estimation - const recentEntries = entries.slice(-100); - for (const entry of recentEntries) { - if (entry.embedding instanceof Float32Array) { - embeddings.push(entry.embedding); - } - } - if (embeddings.length > 10) { - this.lora.consolidate(embeddings); - this.ewcCount++; - } - } - /** - * Fallback hash embedding - */ - hashEmbed(text) { - const embedding = new Array(this.dimension).fill(0); - const tokens = text.toLowerCase().split(/\s+/); - for (let t = 0; t < tokens.length; t++) { - const token = tokens[t]; - const posWeight = 1 / (1 + t * 0.1); - for (let i = 0; i < token.length; i++) { - const code = token.charCodeAt(i); - const h1 = (code * 31 + i * 17 + t * 7) % this.dimension; - const h2 = (code * 37 + i * 23 + t * 11) % this.dimension; - embedding[h1] += posWeight; - embedding[h2] += posWeight * 0.5; - } - } - return this.normalize(embedding); - } - normalize(v) { - const norm = Math.sqrt(v.reduce((a, b) => a + b * b, 0)); - return norm > 0 ? v.map(x => x / norm) : v; - } - /** - * Get statistics - */ - getStats() { - return { - baseModel: 'all-MiniLM-L6-v2', - dimension: this.dimension, - loraRank: this.config.loraRank, - loraParams: this.lora.getParams(), - adaptations: this.adaptationCount, - prototypes: this.prototypes.getPrototypes().length, - memorySize: this.episodic.size(), - ewcConsolidations: this.ewcCount, - contrastiveUpdates: this.contrastiveCount, - }; - } - /** - * Export learned weights - */ - export() { - return { - lora: this.lora.export(), - prototypes: this.prototypes.export(), - stats: this.getStats(), - }; - } - /** - * Import learned weights - */ - import(data) { - if (data.lora) { - this.lora.import(data.lora); - } - if (data.prototypes) { - this.prototypes.import(data.prototypes); - } - } - /** - * Reset adaptations - */ - reset() { - this.lora = new MicroLoRA(this.dimension, this.config.loraRank); - this.prototypes = new PrototypeMemory(this.config.numPrototypes, this.dimension); - this.episodic.clear(); - this.adaptationCount = 0; - this.ewcCount = 0; - this.contrastiveCount = 0; - this.coEditBuffer = []; - } - /** - * Get LoRA cache statistics - */ - getCacheStats() { - return this.lora.getCacheStats?.() ?? { size: 0, maxSize: 256 }; - } -} -exports.AdaptiveEmbedder = AdaptiveEmbedder; -// ============================================================================ -// Factory & Singleton -// ============================================================================ -let instance = null; -function getAdaptiveEmbedder(config) { - if (!instance) { - instance = new AdaptiveEmbedder(config); - } - return instance; -} -async function initAdaptiveEmbedder(config) { - const embedder = getAdaptiveEmbedder(config); - await embedder.init(); - return embedder; -} -exports.default = AdaptiveEmbedder; -//# sourceMappingURL=adaptive-embedder.js.map \ No newline at end of file diff --git a/npm/packages/ruvector/src/core/adaptive-embedder.js.map b/npm/packages/ruvector/src/core/adaptive-embedder.js.map deleted file mode 100644 index 30dfad6e02..0000000000 --- a/npm/packages/ruvector/src/core/adaptive-embedder.js.map +++ /dev/null @@ -1 +0,0 @@ -{"version":3,"file":"adaptive-embedder.js","sourceRoot":"","sources":["adaptive-embedder.ts"],"names":[],"mappings":";AAAA;;;;;;;;;;;;;;;;;;;;;;;;;;;;GA4BG;;;AA0gCH,kDAKC;AAED,oDAIC;AAnhCD,mDAAqG;AAgDrG,+EAA+E;AAC/E,2DAA2D;AAC3D,+EAA+E;AAE/E;;;;;;;;;GASG;AACH,MAAM,SAAS;IAsBb,YAAY,GAAW,EAAE,IAAY,EAAE,QAAgB,GAAG;QAV1D,8CAA8C;QACtC,YAAO,GAAwB,IAAI,CAAC;QACpC,YAAO,GAAwB,IAAI,CAAC;QACpC,WAAM,GAAwB,IAAI,CAAC;QACnC,WAAM,GAAwB,IAAI,CAAC;QAE3C,+DAA+D;QACvD,UAAK,GAA8B,IAAI,GAAG,EAAE,CAAC;QAC7C,iBAAY,GAAW,GAAG,CAAC;QAGjC,IAAI,CAAC,GAAG,GAAG,GAAG,CAAC;QACf,IAAI,CAAC,IAAI,GAAG,IAAI,CAAC;QACjB,IAAI,CAAC,KAAK,GAAG,KAAK,CAAC;QAEnB,oDAAoD;QACpD,MAAM,IAAI,GAAG,IAAI,CAAC,IAAI,CAAC,CAAC,GAAG,CAAC,GAAG,GAAG,IAAI,CAAC,CAAC,CAAC;QACzC,MAAM,IAAI,GAAG,IAAI,CAAC,IAAI,CAAC,CAAC,GAAG,CAAC,IAAI,GAAG,GAAG,CAAC,CAAC,GAAG,IAAI,CAAC,CAAC,qBAAqB;QAEtE,IAAI,CAAC,CAAC,GAAG,IAAI,CAAC,cAAc,CAAC,GAAG,EAAE,IAAI,EAAE,IAAI,CAAC,CAAC;QAC9C,IAAI,CAAC,CAAC,GAAG,IAAI,CAAC,cAAc,CAAC,IAAI,EAAE,GAAG,EAAE,IAAI,CAAC,CAAC;QAE9C,uBAAuB;QACvB,IAAI,CAAC,YAAY,GAAG,IAAI,YAAY,CAAC,IAAI,CAAC,CAAC;QAC3C,IAAI,CAAC,YAAY,GAAG,IAAI,YAAY,CAAC,GAAG,CAAC,CAAC;IAC5C,CAAC;IAEO,cAAc,CAAC,IAAY,EAAE,IAAY,EAAE,GAAW;QAC5D,MAAM,GAAG,GAAG,IAAI,YAAY,CAAC,IAAI,GAAG,IAAI,CAAC,CAAC;QAC1C,KAAK,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,GAAG,CAAC,MAAM,EAAE,CAAC,EAAE,EAAE,CAAC;YACpC,GAAG,CAAC,CAAC,CAAC,GAAG,CAAC,IAAI,CAAC,MAAM,EAAE,GAAG,GAAG,CAAC,GAAG,CAAC,GAAG,GAAG,CAAC;QAC3C,CAAC;QACD,OAAO,GAAG,CAAC;IACb,CAAC;IAED;;OAEG;IACK,SAAS,CAAC,KAA8B;QAC9C,IAAI,CAAC,GAAG,UAAU,CAAC;QACnB,MAAM,GAAG,GAAG,IAAI,CAAC,GAAG,CAAC,KAAK,CAAC,MAAM,EAAE,EAAE,CAAC,CAAC,CAAC,4BAA4B;QACpE,KAAK,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,GAAG,EAAE,CAAC,EAAE,EAAE,CAAC;YAC7B,CAAC,IAAI,IAAI,CAAC,KAAK,CAAC,KAAK,CAAC,CAAC,CAAC,GAAG,KAAK,CAAC,CAAC;YAClC,CAAC,GAAG,IAAI,CAAC,IAAI,CAAC,CAAC,EAAE,QAAQ,CAAC,CAAC;QAC7B,CAAC;QACD,OAAO,CAAC,CAAC,QAAQ,CAAC,EAAE,CAAC,CAAC;IACxB,CAAC;IAED;;;OAGG;IACH,OAAO,CAAC,KAA8B;QACpC,oBAAoB;QACpB,MAAM,QAAQ,GAAG,IAAI,CAAC,SAAS,CAAC,KAAK,CAAC,CAAC;QACvC,MAAM,MAAM,GAAG,IAAI,CAAC,KAAK,CAAC,GAAG,CAAC,QAAQ,CAAC,CAAC;QACxC,IAAI,MAAM,EAAE,CAAC;YACX,OAAO,KAAK,CAAC,IAAI,CAAC,MAAM,CAAC,CAAC;QAC5B,CAAC;QAED,yBAAyB;QACzB,IAAI,CAAC,YAAY,CAAC,IAAI,CAAC,CAAC,CAAC,CAAC;QAE1B,sDAAsD;QACtD,oCAAoC;QACpC,MAAM,IAAI,GAAG,IAAI,CAAC,GAAG,GAAG,CAAC,IAAI,CAAC,GAAG,GAAG,CAAC,CAAC,CAAC;QACvC,KAAK,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,IAAI,CAAC,IAAI,EAAE,CAAC,EAAE,EAAE,CAAC;YACnC,IAAI,GAAG,GAAG,CAAC,CAAC;YACZ,MAAM,OAAO,GAAG,CAAC,CAAC;YAElB,gBAAgB;YAChB,KAAK,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,IAAI,EAAE,CAAC,IAAI,CAAC,EAAE,CAAC;gBACjC,MAAM,IAAI,GAAG,CAAC,GAAG,IAAI,CAAC,IAAI,GAAG,OAAO,CAAC;gBACrC,GAAG,IAAI,KAAK,CAAC,CAAC,CAAC,GAAG,IAAI,CAAC,CAAC,CAAC,IAAI,CAAC,CAAC;gBAC/B,GAAG,IAAI,KAAK,CAAC,CAAC,GAAG,CAAC,CAAC,GAAG,IAAI,CAAC,CAAC,CAAC,IAAI,GAAG,IAAI,CAAC,IAAI,CAAC,CAAC;gBAC/C,GAAG,IAAI,KAAK,CAAC,CAAC,GAAG,CAAC,CAAC,GAAG,IAAI,CAAC,CAAC,CAAC,IAAI,GAAG,CAAC,GAAG,IAAI,CAAC,IAAI,CAAC,CAAC;gBACnD,GAAG,IAAI,KAAK,CAAC,CAAC,GAAG,CAAC,CAAC,GAAG,IAAI,CAAC,CAAC,CAAC,IAAI,GAAG,CAAC,GAAG,IAAI,CAAC,IAAI,CAAC,CAAC;YACrD,CAAC;YACD,YAAY;YACZ,KAAK,IAAI,CAAC,GAAG,IAAI,EAAE,CAAC,GAAG,IAAI,CAAC,GAAG,EAAE,CAAC,EAAE,EAAE,CAAC;gBACrC,GAAG,IAAI,KAAK,CAAC,CAAC,CAAC,GAAG,IAAI,CAAC,CAAC,CAAC,CAAC,GAAG,IAAI,CAAC,IAAI,GAAG,OAAO,CAAC,CAAC;YACpD,CAAC;YACD,IAAI,CAAC,YAAY,CAAC,CAAC,CAAC,GAAG,GAAG,CAAC;QAC7B,CAAC;QAED,mDAAmD;QACnD,oCAAoC;QACpC,KAAK,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,IAAI,CAAC,GAAG,EAAE,CAAC,EAAE,EAAE,CAAC;YAClC,IAAI,CAAC,YAAY,CAAC,CAAC,CAAC,GAAG,KAAK,CAAC,CAAC,CAAC,CAAC;QAClC,CAAC;QAED,+BAA+B;QAC/B,KAAK,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,IAAI,CAAC,GAAG,EAAE,CAAC,EAAE,EAAE,CAAC;YAClC,IAAI,KAAK,GAAG,CAAC,CAAC;YACd,KAAK,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,IAAI,CAAC,IAAI,EAAE,CAAC,EAAE,EAAE,CAAC;gBACnC,KAAK,IAAI,IAAI,CAAC,YAAY,CAAC,CAAC,CAAC,GAAG,IAAI,CAAC,CAAC,CAAC,CAAC,GAAG,IAAI,CAAC,GAAG,GAAG,CAAC,CAAC,CAAC;YAC3D,CAAC;YACD,IAAI,CAAC,YAAY,CAAC,CAAC,CAAC,IAAI,IAAI,CAAC,KAAK,GAAG,KAAK,CAAC;QAC7C,CAAC;QAED,sCAAsC;QACtC,IAAI,IAAI,CAAC,KAAK,CAAC,IAAI,IAAI,IAAI,CAAC,YAAY,EAAE,CAAC;YACzC,MAAM,QAAQ,GAAG,IAAI,CAAC,KAAK,CAAC,IAAI,EAAE,CAAC,IAAI,EAAE,CAAC,KAAK,CAAC;YAChD,IAAI,QAAQ;gBAAE,IAAI,CAAC,KAAK,CAAC,MAAM,CAAC,QAAQ,CAAC,CAAC;QAC5C,CAAC;QACD,IAAI,CAAC,KAAK,CAAC,GAAG,CAAC,QAAQ,EAAE,IAAI,YAAY,CAAC,IAAI,CAAC,YAAY,CAAC,CAAC,CAAC;QAE9D,OAAO,KAAK,CAAC,IAAI,CAAC,IAAI,CAAC,YAAY,CAAC,CAAC;IACvC,CAAC;IAED;;OAEG;IACH,UAAU;QACR,IAAI,CAAC,KAAK,CAAC,KAAK,EAAE,CAAC;IACrB,CAAC;IAED;;;;OAIG;IACH,QAAQ,CACN,MAA+B,EAC/B,QAAwC,EACxC,SAAsC,EACtC,EAAU,EACV,YAAoB,CAAC;QAErB,IAAI,CAAC,QAAQ,IAAI,SAAS,CAAC,MAAM,KAAK,CAAC;YAAE,OAAO,CAAC,CAAC;QAElD,wCAAwC;QACxC,IAAI,CAAC,UAAU,EAAE,CAAC;QAElB,6BAA6B;QAC7B,MAAM,SAAS,GAAG,IAAI,CAAC,OAAO,CAAC,MAAM,CAAC,CAAC;QACvC,MAAM,WAAW,GAAG,QAAQ,CAAC,CAAC,CAAC,IAAI,CAAC,OAAO,CAAC,QAAQ,CAAC,CAAC,CAAC,CAAC,IAAI,CAAC;QAC7D,MAAM,YAAY,GAAG,SAAS,CAAC,GAAG,CAAC,CAAC,CAAC,EAAE,CAAC,IAAI,CAAC,OAAO,CAAC,CAAC,CAAC,CAAC,CAAC;QAEzD,4CAA4C;QAC5C,MAAM,IAAI,GAAG,IAAI,CAAC;QAClB,IAAI,IAAI,GAAG,CAAC,CAAC;QAEb,IAAI,WAAW,EAAE,CAAC;YAChB,sBAAsB;YACtB,MAAM,MAAM,GAAG,IAAI,CAAC,gBAAgB,CAAC,SAAS,EAAE,WAAW,CAAC,GAAG,IAAI,CAAC;YAEpE,wBAAwB;YACxB,MAAM,OAAO,GAAG,YAAY,CAAC,GAAG,CAAC,CAAC,CAAC,EAAE,CAAC,IAAI,CAAC,gBAAgB,CAAC,SAAS,EAAE,CAAC,CAAC,GAAG,IAAI,CAAC,CAAC;YAElF,eAAe;YACf,MAAM,MAAM,GAAG,IAAI,CAAC,GAAG,CAAC,MAAM,EAAE,GAAG,OAAO,CAAC,CAAC;YAC5C,MAAM,MAAM,GAAG,IAAI,CAAC,GAAG,CAAC,MAAM,GAAG,MAAM,CAAC,CAAC;YACzC,MAAM,OAAO,GAAG,OAAO,CAAC,MAAM,CAAC,CAAC,GAAG,EAAE,CAAC,EAAE,EAAE,CAAC,GAAG,GAAG,IAAI,CAAC,GAAG,CAAC,CAAC,GAAG,MAAM,CAAC,EAAE,CAAC,CAAC,CAAC;YAC1E,IAAI,GAAG,CAAC,IAAI,CAAC,GAAG,CAAC,MAAM,GAAG,CAAC,MAAM,GAAG,OAAO,CAAC,GAAG,IAAI,CAAC,CAAC;YAErD,iCAAiC;YACjC,MAAM,SAAS,GAAG,EAAE,GAAG,IAAI,CAAC,KAAK,CAAC;YAElC,0DAA0D;YAC1D,KAAK,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,IAAI,CAAC,GAAG,EAAE,CAAC,EAAE,EAAE,CAAC;gBAClC,KAAK,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,IAAI,CAAC,IAAI,EAAE,CAAC,EAAE,EAAE,CAAC;oBACnC,MAAM,GAAG,GAAG,CAAC,GAAG,IAAI,CAAC,IAAI,GAAG,CAAC,CAAC;oBAC9B,uCAAuC;oBACvC,MAAM,KAAK,GAAG,CAAC,GAAG,WAAW,CAAC,MAAM,CAAC,CAAC,CAAC,WAAW,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC;oBAC1D,MAAM,KAAK,GAAG,CAAC,GAAG,SAAS,CAAC,MAAM,CAAC,CAAC,CAAC,SAAS,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC;oBACtD,MAAM,KAAK,GAAG,MAAM,CAAC,CAAC,CAAC,GAAG,CAAC,KAAK,GAAG,KAAK,CAAC,GAAG,SAAS,CAAC;oBACtD,IAAI,CAAC,CAAC,CAAC,GAAG,CAAC,IAAI,KAAK,CAAC;oBAErB,qBAAqB;oBACrB,IAAI,SAAS,GAAG,CAAC,IAAI,IAAI,CAAC,OAAO,IAAI,IAAI,CAAC,MAAM,EAAE,CAAC;wBACjD,IAAI,CAAC,CAAC,CAAC,GAAG,CAAC,IAAI,SAAS,GAAG,IAAI,CAAC,OAAO,CAAC,GAAG,CAAC,GAAG,CAAC,IAAI,CAAC,CAAC,CAAC,GAAG,CAAC,GAAG,IAAI,CAAC,MAAM,CAAC,GAAG,CAAC,CAAC,CAAC;oBAClF,CAAC;gBACH,CAAC;YACH,CAAC;YAED,8BAA8B;YAC9B,KAAK,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,IAAI,CAAC,IAAI,EAAE,CAAC,EAAE,EAAE,CAAC;gBACnC,MAAM,OAAO,GAAG,CAAC,GAAG,MAAM,CAAC,MAAM,CAAC,CAAC,CAAC,MAAM,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC;gBAClD,KAAK,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,IAAI,CAAC,GAAG,EAAE,CAAC,EAAE,EAAE,CAAC;oBAClC,MAAM,GAAG,GAAG,CAAC,GAAG,IAAI,CAAC,GAAG,GAAG,CAAC,CAAC;oBAC7B,MAAM,KAAK,GAAG,OAAO,GAAG,CAAC,WAAW,CAAC,CAAC,CAAC,GAAG,SAAS,CAAC,CAAC,CAAC,CAAC,GAAG,SAAS,GAAG,GAAG,CAAC;oBAC1E,IAAI,CAAC,CAAC,CAAC,GAAG,CAAC,IAAI,KAAK,CAAC;oBAErB,IAAI,SAAS,GAAG,CAAC,IAAI,IAAI,CAAC,OAAO,IAAI,IAAI,CAAC,MAAM,EAAE,CAAC;wBACjD,IAAI,CAAC,CAAC,CAAC,GAAG,CAAC,IAAI,SAAS,GAAG,IAAI,CAAC,OAAO,CAAC,GAAG,CAAC,GAAG,CAAC,IAAI,CAAC,CAAC,CAAC,GAAG,CAAC,GAAG,IAAI,CAAC,MAAM,CAAC,GAAG,CAAC,CAAC,CAAC;oBAClF,CAAC;gBACH,CAAC;YACH,CAAC;QACH,CAAC;QAED,OAAO,IAAI,CAAC;IACd,CAAC;IAED;;;OAGG;IACH,WAAW,CAAC,UAAuC;QACjD,uBAAuB;QACvB,IAAI,CAAC,MAAM,GAAG,IAAI,YAAY,CAAC,IAAI,CAAC,CAAC,CAAC,CAAC;QACvC,IAAI,CAAC,MAAM,GAAG,IAAI,YAAY,CAAC,IAAI,CAAC,CAAC,CAAC,CAAC;QAEvC,uDAAuD;QACvD,IAAI,CAAC,OAAO,GAAG,IAAI,YAAY,CAAC,IAAI,CAAC,GAAG,GAAG,IAAI,CAAC,IAAI,CAAC,CAAC;QACtD,IAAI,CAAC,OAAO,GAAG,IAAI,YAAY,CAAC,IAAI,CAAC,IAAI,GAAG,IAAI,CAAC,GAAG,CAAC,CAAC;QAEtD,MAAM,MAAM,GAAG,UAAU,CAAC,MAAM,CAAC;QACjC,KAAK,MAAM,GAAG,IAAI,UAAU,EAAE,CAAC;YAC7B,kDAAkD;YAClD,KAAK,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,IAAI,CAAC,GAAG,EAAE,CAAC,EAAE,EAAE,CAAC;gBAClC,MAAM,IAAI,GAAG,GAAG,CAAC,CAAC,CAAC,GAAG,GAAG,CAAC,CAAC,CAAC,GAAG,MAAM,CAAC;gBACtC,KAAK,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,IAAI,CAAC,IAAI,EAAE,CAAC,EAAE,EAAE,CAAC;oBACnC,IAAI,CAAC,OAAO,CAAC,CAAC,GAAG,IAAI,CAAC,IAAI,GAAG,CAAC,CAAC,IAAI,IAAI,CAAC;gBAC1C,CAAC;YACH,CAAC;QACH,CAAC;QAED,kCAAkC;QAClC,IAAI,CAAC,UAAU,EAAE,CAAC;IACpB,CAAC;IAED;;OAEG;IACK,gBAAgB,CAAC,CAA0B,EAAE,CAA0B;QAC7E,IAAI,GAAG,GAAG,CAAC,EAAE,KAAK,GAAG,CAAC,EAAE,KAAK,GAAG,CAAC,CAAC;QAClC,MAAM,GAAG,GAAG,IAAI,CAAC,GAAG,CAAC,CAAC,CAAC,MAAM,EAAE,CAAC,CAAC,MAAM,CAAC,CAAC;QAEzC,0BAA0B;QAC1B,MAAM,IAAI,GAAG,GAAG,GAAG,CAAC,GAAG,GAAG,CAAC,CAAC,CAAC;QAC7B,KAAK,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,IAAI,EAAE,CAAC,IAAI,CAAC,EAAE,CAAC;YACjC,GAAG,IAAI,CAAC,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,GAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,GAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,GAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,GAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,GAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,GAAC,CAAC,CAAC,CAAC;YACz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hC,GAAG,IAAI,CAAC,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,CAAC,CAAC;YACnB,KAAK,IAAI,CAAC,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,CAAC,CAAC;YACrB,KAAK,IAAI,CAAC,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,CAAC,CAAC;QACvB,CAAC;QAED,OAAO,GAAG,GAAG,CAAC,IAAI,CAAC,IAAI,CAAC,KAAK,GAAG,KAAK,CAAC,GAAG,IAAI,CAAC,CAAC;IACjD,CAAC;IAED,SAAS;QACP,OAAO,IAAI,CAAC,GAAG,GAAG,IAAI,CAAC,IAAI,GAAG,IAAI,CAAC,IAAI,GAAG,IAAI,CAAC,GAAG,CAAC;IACrD,CAAC;IAED,aAAa;QACX,OAAO;YACL,IAAI,EAAE,IAAI,CAAC,KAAK,CAAC,IAAI;YACrB,OAAO,EAAE,IAAI,CAAC,YAAY;YAC1B,OAAO,EAAE,CAAC,EAAE,+CAA+C;SAC5D,CAAC;IACJ,CAAC;IAED;;OAEG;IACH,MAAM;QACJ,uDAAuD;QACvD,MAAM,CAAC,GAAe,EAAE,CAAC;QACzB,KAAK,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,IAAI,CAAC,GAAG,EAAE,CAAC,EAAE,EAAE,CAAC;YAClC,MAAM,GAAG,GAAa,EAAE,CAAC;YACzB,KAAK,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,IAAI,CAAC,IAAI,EAAE,CAAC,EAAE,EAAE,CAAC;gBACnC,GAAG,CAAC,IAAI,CAAC,IAAI,CAAC,CAAC,CAAC,CAAC,GAAG,IAAI,CAAC,IAAI,GAAG,CAAC,CAAC,CAAC,CAAC;YACtC,CAAC;YACD,CAAC,CAAC,IAAI,CAAC,GAAG,CAAC,CAAC;QACd,CAAC;QAED,MAAM,CAAC,GAAe,EAAE,CAAC;QACzB,KAAK,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,IAAI,CAAC,IAAI,EAAE,CAAC,EAAE,EAAE,CAAC;YACnC,MAAM,GAAG,GAAa,EAAE,CAAC;YACzB,KAAK,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,IAAI,CAAC,GAAG,EAAE,CAAC,EAAE,EAAE,CAAC;gBAClC,GAAG,CAAC,IAAI,CAAC,IAAI,CAAC,CAAC,CAAC,CAAC,GAAG,IAAI,CAAC,GAAG,GAAG,CAAC,CAAC,CAAC,CAAC;YACrC,CAAC;YACD,CAAC,CAAC,IAAI,CAAC,GAAG,CAAC,CAAC;QACd,CAAC;QAED,OAAO,EAAE,CAAC,EAAE,CAAC,EAAE,CAAC;IAClB,CAAC;IAED;;OAEG;IACH,MAAM,CAAC,OAAoB;QACzB,kDAAkD;QAClD,KAAK,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,IAAI,CAAC,GAAG,IAAI,CAAC,GAAG,OAAO,CAAC,CAAC,CAAC,MAAM,EAAE,CAAC,EAAE,EAAE,CAAC;YAC1D,KAAK,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,IAAI,CAAC,IAAI,IAAI,CAAC,GAAG,OAAO,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,MAAM,EAAE,CAAC,EAAE,EAAE,CAAC;gBAC9D,IAAI,CAAC,CAAC,CAAC,CAAC,GAAG,IAAI,CAAC,IAAI,GAAG,CAAC,CAAC,GAAG,OAAO,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC;YAC9C,CAAC;QACH,CAAC;QAED,KAAK,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,IAAI,CAAC,IAAI,IAAI,CAAC,GAAG,OAAO,CAAC,CAAC,CAAC,MAAM,EAAE,CAAC,EAAE,EAAE,CAAC;YAC3D,KAAK,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,IAAI,CAAC,GAAG,IAAI,CAAC,GAAG,OAAO,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,MAAM,EAAE,CAAC,EAAE,EAAE,CAAC;gBAC7D,IAAI,CAAC,CAAC,CAAC,CAAC,GAAG,IAAI,CAAC,GAAG,GAAG,CAAC,CAAC,GAAG,OAAO,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC;YAC7C,CAAC;QACH,CAAC;QAED,2BAA2B;QAC3B,IAAI,CAAC,UAAU,EAAE,CAAC;IACpB,CAAC;CACF;AAED,+EAA+E;AAC/E,0DAA0D;AAC1D,+EAA+E;AAE/E,MAAM,eAAe;IAMnB,YAAY,gBAAwB,EAAE,EAAE,YAAoB,GAAG;QALvD,eAAU,GAAiC,IAAI,GAAG,EAAE,CAAC;QAM3D,IAAI,CAAC,aAAa,GAAG,aAAa,CAAC;QACnC,IAAI,CAAC,aAAa,GAAG,IAAI,YAAY,CAAC,SAAS,CAAC,CAAC;IACnD,CAAC;IAED;;;OAGG;IACH,MAAM,CAAC,MAAc,EAAE,SAAkC;QACvD,MAAM,QAAQ,GAAG,IAAI,CAAC,UAAU,CAAC,GAAG,CAAC,MAAM,CAAC,CAAC;QAE7C,IAAI,QAAQ,EAAE,CAAC;YACb,+DAA+D;YAC/D,MAAM,CAAC,GAAG,QAAQ,CAAC,KAAK,GAAG,CAAC,CAAC;YAC7B,MAAM,IAAI,GAAG,CAAC,GAAG,CAAC,CAAC;YAEnB,uBAAuB;YACvB,MAAM,GAAG,GAAG,IAAI,CAAC,GAAG,CAAC,SAAS,CAAC,MAAM,EAAE,QAAQ,CAAC,QAAQ,CAAC,MAAM,CAAC,CAAC;YACjE,MAAM,IAAI,GAAG,GAAG,GAAG,CAAC,GAAG,GAAG,CAAC,CAAC,CAAC;YAE7B,KAAK,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,IAAI,EAAE,CAAC,IAAI,CAAC,EAAE,CAAC;gBACjC,MAAM,EAAE,GAAG,SAAS,CAAC,CAAC,CAAC,GAAG,QAAQ,CAAC,QAAQ,CAAC,CAAC,CAAC,CAAC;gBAC/C,MAAM,EAAE,GAAG,SAAS,CAAC,CAAC,GAAC,CAAC,CAAC,GAAG,QAAQ,CAAC,QAAQ,CAAC,CAAC,GAAC,CAAC,CAAC,CAAC;gBACnD,MAAM,EAAE,GAAG,SAAS,CAAC,CAAC,GAAC,CAAC,CAAC,GAAG,QAAQ,CAAC,QAAQ,CAAC,CAAC,GAAC,CAAC,CAAC,CAAC;gBACnD,MAAM,EAAE,GAAG,SAAS,CAAC,CAAC,GAAC,CAAC,CAAC,GAAG,QAAQ,CAAC,QAAQ,CAAC,CAAC,GAAC,CAAC,CAAC,CAAC;gBAEnD,QAAQ,CAAC,QAAQ,CAAC,CAAC,CAAC,IAAI,EAAE,GAAG,IAAI,CAAC;gBAClC,QAAQ,CAAC,QAAQ,CAAC,CAAC,GAAC,CAAC,CAAC,IAAI,EAAE,GAAG,IAAI,CAAC;gBACpC,QAAQ,CAAC,QAAQ,CAAC,CAAC,GAAC,CAAC,CAAC,IAAI,EAAE,GAAG,IAAI,CAAC;gBACpC,QAAQ,CAAC,QAAQ,CAAC,CAAC,GAAC,CAAC,CAAC,IAAI,EAAE,GAAG,IAAI,CAAC;gBAEpC,QAAQ,CAAC,QAAQ,IAAI,EAAE,GAAG,CAAC,SAAS,CAAC,CAAC,CAAC,GAAG,QAAQ,CAAC,QAAQ,CAAC,CAAC,CAAC,CAAC,CAAC;gBAChE,QAAQ,CAAC,QAAQ,IAAI,EAAE,GAAG,CAAC,SAAS,CAAC,CAAC,GAAC,CAAC,CAAC,GAAG,QAAQ,CAAC,QAAQ,CAAC,CAAC,GAAC,CAAC,CAAC,CAAC,CAAC;gBACpE,QAAQ,CAAC,QAAQ,IAAI,EAAE,GAAG,CAAC,SAAS,CAAC,CAAC,GAAC,CAAC,CAAC,GAAG,QAAQ,CAAC,QAAQ,CAAC,CAAC,GAAC,CAAC,CAAC,CAAC,CAAC;gBACpE,QAAQ,CAAC,QAAQ,IAAI,EAAE,GAAG,CAAC,SAAS,CAAC,CAAC,GAAC,CAAC,CAAC,GAAG,QAAQ,CAAC,QAAQ,CAAC,CAAC,GAAC,CAAC,CAAC,CAAC,CAAC;YACtE,CAAC;YACD,KAAK,IAAI,CAAC,GAAG,IAAI,EAAE,CAAC,GAAG,GAAG,EAAE,CAAC,EAAE,EAAE,CAAC;gBAChC,MAAM,KAAK,GAAG,SAAS,CAAC,CAAC,CAAC,GAAG,QAAQ,CAAC,QAAQ,CAAC,CAAC,CAAC,CAAC;gBAClD,QAAQ,CAAC,QAAQ,CAAC,CAAC,CAAC,IAAI,KAAK,GAAG,IAAI,CAAC;gBACrC,QAAQ,CAAC,QAAQ,IAAI,KAAK,GAAG,CAAC,SAAS,CAAC,CAAC,CAAC,GAAG,QAAQ,CAAC,QAAQ,CAAC,CAAC,CAAC,CAAC,CAAC;YACrE,CAAC;YAED,QAAQ,CAAC,KAAK,GAAG,CAAC,CAAC;QACrB,CAAC;aAAM,CAAC;YACN,uBAAuB;YACvB,IAAI,IAAI,CAAC,UAAU,CAAC,IAAI,IAAI,IAAI,CAAC,aAAa,EAAE,CAAC;gBAC/C,8BAA8B;gBAC9B,IAAI,QAAQ,GAAG,QAAQ,CAAC;gBACxB,IAAI,MAAM,GAAG,EAAE,CAAC;gBAChB,KAAK,MAAM,CAAC,GAAG,EAAE,KAAK,CAAC,IAAI,IAAI,CAAC,UAAU,EAAE,CAAC;oBAC3C,IAAI,KAAK,CAAC,KAAK,GAAG,QAAQ,EAAE,CAAC;wBAC3B,QAAQ,GAAG,KAAK,CAAC,KAAK,CAAC;wBACvB,MAAM,GAAG,GAAG,CAAC;oBACf,CAAC;gBACH,CAAC;gBACD,IAAI,CAAC,UAAU,CAAC,MAAM,CAAC,MAAM,CAAC,CAAC;YACjC,CAAC;YAED,IAAI,CAAC,UAAU,CAAC,GAAG,CAAC,MAAM,EAAE;gBAC1B,MAAM;gBACN,QAAQ,EAAE,KAAK,CAAC,IAAI,CAAC,SAAS,CAAC;gBAC/B,KAAK,EAAE,CAAC;gBACR,QAAQ,EAAE,CAAC;aACZ,CAAC,CAAC;QACL,CAAC;IACH,CAAC;IAED;;;OAGG;IACH,MAAM,CAAC,SAAkC;QACvC,IAAI,IAAI,CAAC,UAAU,CAAC,IAAI,KAAK,CAAC,EAAE,CAAC;YAC/B,OAAO,EAAE,QAAQ,EAAE,KAAK,CAAC,IAAI,CAAC,SAAS,CAAC,EAAE,MAAM,EAAE,IAAI,EAAE,UAAU,EAAE,CAAC,EAAE,CAAC;QAC1E,CAAC;QAED,IAAI,OAAO,GAAG,CAAC,QAAQ,CAAC;QACxB,IAAI,SAAS,GAA2B,IAAI,CAAC;QAE7C,KAAK,MAAM,KAAK,IAAI,IAAI,CAAC,UAAU,CAAC,MAAM,EAAE,EAAE,CAAC;YAC7C,MAAM,GAAG,GAAG,IAAI,CAAC,oBAAoB,CAAC,SAAS,EAAE,KAAK,CAAC,QAAQ,CAAC,CAAC;YACjE,IAAI,GAAG,GAAG,OAAO,EAAE,CAAC;gBAClB,OAAO,GAAG,GAAG,CAAC;gBACd,SAAS,GAAG,KAAK,CAAC;YACpB,CAAC;QACH,CAAC;QAED,IAAI,CAAC,SAAS,IAAI,OAAO,GAAG,GAAG,EAAE,CAAC;YAChC,OAAO,EAAE,QAAQ,EAAE,KAAK,CAAC,IAAI,CAAC,SAAS,CAAC,EAAE,MAAM,EAAE,IAAI,EAAE,UAAU,EAAE,CAAC,EAAE,CAAC;QAC1E,CAAC;QAED,sDAAsD;QACtD,MAAM,KAAK,GAAG,GAAG,GAAG,OAAO,CAAC;QAC5B,MAAM,aAAa,GAAG,CAAC,GAAG,KAAK,CAAC;QAChC,MAAM,QAAQ,GAAG,IAAI,KAAK,CAAC,SAAS,CAAC,MAAM,CAAC,CAAC;QAE7C,sBAAsB;QACtB,MAAM,GAAG,GAAG,SAAS,CAAC,MAAM,CAAC;QAC7B,MAAM,IAAI,GAAG,GAAG,GAAG,CAAC,GAAG,GAAG,CAAC,CAAC,CAAC;QAC7B,KAAK,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,IAAI,EAAE,CAAC,IAAI,CAAC,EAAE,CAAC;YACjC,QAAQ,CAAC,CAAC,CAAC,GAAG,SAAS,CAAC,CAAC,CAAC,GAAG,aAAa,GAAG,SAAS,CAAC,QAAQ,CAAC,CAAC,CAAC,GAAG,KAAK,CAAC;YAC3E,QAAQ,CAAC,CAAC,GAAC,CAAC,CAAC,GAAG,SAAS,CAAC,CAAC,GAAC,CAAC,CAAC,GAAG,aAAa,GAAG,SAAS,CAAC,QAAQ,CAAC,CAAC,GAAC,CAAC,CAAC,GAAG,KAAK,CAAC;YACjF,QAAQ,CAAC,CAAC,GAAC,CAAC,CAAC,GAAG,SAAS,CAAC,CAAC,GAAC,CAAC,CAAC,GAAG,aAAa,GAAG,SAAS,CAAC,QAAQ,CAAC,CAAC,GAAC,CAAC,CAAC,GAAG,KAAK,CAAC;YACjF,QAAQ,CAAC,CAAC,GAAC,CAAC,CAAC,GAAG,SAAS,CAAC,CAAC,GAAC,CAAC,CAAC,GAAG,aAAa,GAAG,SAAS,CAAC,QAAQ,CAAC,CAAC,GAAC,CAAC,CAAC,GAAG,KAAK,CAAC;QACnF,CAAC;QACD,KAAK,IAAI,CAAC,GAAG,IAAI,EAAE,CAAC,GAAG,GAAG,EAAE,CAAC,EAAE,EAAE,CAAC;YAChC,QAAQ,CAAC,CAAC,CAAC,GAAG,SAAS,CAAC,CAAC,CAAC,GAAG,aAAa,GAAG,SAAS,CAAC,QAAQ,CAAC,CAAC,CAAC,GAAG,KAAK,CAAC;QAC7E,CAAC;QAED,OAAO;YACL,QAAQ;YACR,MAAM,EAAE,SAAS,CAAC,MAAM;YACxB,UAAU,EAAE,OAAO;SACpB,CAAC;IACJ,CAAC;IAED;;OAEG;IACK,oBAAoB,CAAC,CAA0B,EAAE,CAAW;QAClE,IAAI,GAAG,GAAG,CAAC,EAAE,KAAK,GAAG,CAAC,EAAE,KAAK,GAAG,CAAC,CAAC;QAClC,MAAM,GAAG,GAAG,IAAI,CAAC,GAAG,CAAC,CAAC,CAAC,MAAM,EAAE,CAAC,CAAC,MAAM,CAAC,CAAC;QACzC,MAAM,IAAI,GAAG,GAAG,GAAG,CAAC,GAAG,GAAG,CAAC,CAAC,CAAC;QAE7B,KAAK,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,IAAI,EAAE,CAAC,IAAI,CAAC,EAAE,CAAC;YACjC,GAAG,IAAI,CAAC,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,GAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,GAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,GAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,GAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,GAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,GAAC,CAAC,CAAC,CAAC;YACzE,KAAK,IAAI,CAAC,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,GAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,GAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,GAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,GAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,GAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,GAAC,CAAC,CAAC,CAAC;YAC3E,KAAK,IAAI,CAAC,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,GAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,GAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,GAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,GAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,GAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,GAAC,CAAC,CAAC,CAAC;QAC7E,CAAC;QACD,KAAK,IAAI,CAAC,GAAG,IAAI,EAAE,CAAC,GAAG,GAAG,EAAE,CAAC,EAAE,EAAE,CAAC;YAChC,GAAG,IAAI,CAAC,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,CAAC,CAAC;YACnB,KAAK,IAAI,CAAC,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,CAAC,CAAC;YACrB,KAAK,IAAI,CAAC,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,CAAC,CAAC;QACvB,CAAC;QAED,OAAO,GAAG,GAAG,CAAC,IAAI,CAAC,IAAI,CAAC,KAAK,GAAG,KAAK,CAAC,GAAG,IAAI,CAAC,CAAC;IACjD,CAAC;IAED,aAAa;QACX,OAAO,KAAK,CAAC,IAAI,CAAC,IAAI,CAAC,UAAU,CAAC,MAAM,EAAE,CAAC,CAAC;IAC9C,CAAC;IAED,MAAM;QACJ,OAAO,IAAI,CAAC,aAAa,EAAE,CAAC;IAC9B,CAAC;IAED,MAAM,CAAC,UAA6B;QAClC,IAAI,CAAC,UAAU,CAAC,KAAK,EAAE,CAAC;QACxB,KAAK,MAAM,CAAC,IAAI,UAAU,EAAE,CAAC;YAC3B,IAAI,CAAC,UAAU,CAAC,GAAG,CAAC,CAAC,CAAC,MAAM,EAAE,CAAC,CAAC,CAAC;QACnC,CAAC;IACH,CAAC;CACF;AAcD,MAAM,cAAc;IASlB,YAAY,WAAmB,IAAI,EAAE,YAAoB,GAAG;QARpD,YAAO,GAAoB,EAAE,CAAC;QASpC,IAAI,CAAC,QAAQ,GAAG,QAAQ,CAAC;QACzB,IAAI,CAAC,SAAS,GAAG,SAAS,CAAC;QAC3B,IAAI,CAAC,aAAa,GAAG,IAAI,YAAY,CAAC,SAAS,CAAC,CAAC;QACjD,IAAI,CAAC,aAAa,GAAG,IAAI,YAAY,CAAC,IAAI,CAAC,GAAG,CAAC,QAAQ,EAAE,EAAE,CAAC,CAAC,CAAC,CAAC,QAAQ;IACzE,CAAC;IAED,GAAG,CAAC,SAAkC,EAAE,OAAe;QACrD,IAAI,IAAI,CAAC,OAAO,CAAC,MAAM,IAAI,IAAI,CAAC,QAAQ,EAAE,CAAC;YACzC,yDAAyD;YACzD,IAAI,MAAM,GAAG,CAAC,CAAC;YACf,IAAI,QAAQ,GAAG,IAAI,CAAC,OAAO,CAAC,CAAC,CAAC,CAAC,QAAQ,CAAC;YACxC,KAAK,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,IAAI,CAAC,OAAO,CAAC,MAAM,EAAE,CAAC,EAAE,EAAE,CAAC;gBAC7C,IAAI,IAAI,CAAC,OAAO,CAAC,CAAC,CAAC,CAAC,QAAQ,GAAG,QAAQ,EAAE,CAAC;oBACxC,QAAQ,GAAG,IAAI,CAAC,OAAO,CAAC,CAAC,CAAC,CAAC,QAAQ,CAAC;oBACpC,MAAM,GAAG,CAAC,CAAC;gBACb,CAAC;YACH,CAAC;YACD,IAAI,CAAC,OAAO,CAAC,MAAM,CAAC,MAAM,EAAE,CAAC,CAAC,CAAC;QACjC,CAAC;QAED,+CAA+C;QAC/C,MAAM,GAAG,GAAG,SAAS,YAAY,YAAY;YAC3C,CAAC,CAAC,IAAI,YAAY,CAAC,SAAS,CAAC;YAC7B,CAAC,CAAC,IAAI,YAAY,CAAC,SAAS,CAAC,CAAC;QAEhC,IAAI,MAAM,GAAG,CAAC,CAAC;QACf,KAAK,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,GAAG,CAAC,MAAM,EAAE,CAAC,EAAE,EAAE,CAAC;YACpC,MAAM,IAAI,GAAG,CAAC,CAAC,CAAC,GAAG,GAAG,CAAC,CAAC,CAAC,CAAC;QAC5B,CAAC;QAED,IAAI,CAAC,OAAO,CAAC,IAAI,CAAC;YAChB,SAAS,EAAE,GAAG;YACd,OAAO;YACP,SAAS,EAAE,IAAI,CAAC,GAAG,EAAE;YACrB,QAAQ,EAAE,CAAC;YACX,WAAW,EAAE,MAAM;SACpB,CAAC,CAAC;IACL,CAAC;IAED;;;OAGG;IACH,QAAQ,CAAC,KAA8B,EAAE,IAAY,CAAC;QACpD,IAAI,IAAI,CAAC,OAAO,CAAC,MAAM,KAAK,CAAC;YAAE,OAAO,EAAE,CAAC;QAEzC,yBAAyB;QACzB,IAAI,WAAW,GAAG,CAAC,CAAC;QACpB,KAAK,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,KAAK,CAAC,MAAM,EAAE,CAAC,EAAE,EAAE,CAAC;YACtC,WAAW,IAAI,KAAK,CAAC,CAAC,CAAC,GAAG,KAAK,CAAC,CAAC,CAAC,CAAC;QACrC,CAAC;QACD,MAAM,SAAS,GAAG,IAAI,CAAC,IAAI,CAAC,WAAW,CAAC,CAAC;QAEzC,oBAAoB;QACpB,MAAM,MAAM,GAAwD,EAAE,CAAC;QAEvE,KAAK,MAAM,KAAK,IAAI,IAAI,CAAC,OAAO,EAAE,CAAC;YACjC,uCAAuC;YACvC,IAAI,GAAG,GAAG,CAAC,CAAC;YACZ,MAAM,GAAG,GAAG,IAAI,CAAC,GAAG,CAAC,KAAK,CAAC,MAAM,EAAE,KAAK,CAAC,SAAS,CAAC,MAAM,CAAC,CAAC;YAC3D,MAAM,IAAI,GAAG,GAAG,GAAG,CAAC,GAAG,GAAG,CAAC,CAAC,CAAC;YAE7B,KAAK,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,IAAI,EAAE,CAAC,IAAI,CAAC,EAAE,CAAC;gBACjC,GAAG,IAAI,KAAK,CAAC,CAAC,CAAC,GAAG,KAAK,CAAC,SAAS,CAAC,CAAC,CAAC,CAAC;gBACrC,GAAG,IAAI,KAAK,CAAC,CAAC,GAAC,CAAC,CAAC,GAAG,KAAK,CAAC,SAAS,CAAC,CAAC,GAAC,CAAC,CAAC,CAAC;gBACzC,GAAG,IAAI,KAAK,CAAC,CAAC,GAAC,CAAC,CAAC,GAAG,KAAK,CAAC,SAAS,CAAC,CAAC,GAAC,CAAC,CAAC,CAAC;gBACzC,GAAG,IAAI,KAAK,CAAC,CAAC,GAAC,CAAC,CAAC,GAAG,KAAK,CAAC,SAAS,CAAC,CAAC,GAAC,CAAC,CAAC,CAAC;YAC3C,CAAC;YACD,KAAK,IAAI,CAAC,GAAG,IAAI,EAAE,CAAC,GAAG,GAAG,EAAE,CAAC,EAAE,EAAE,CAAC;gBAChC,GAAG,IAAI,KAAK,CAAC,CAAC,CAAC,GAAG,KAAK,CAAC,SAAS,CAAC,CAAC,CAAC,CAAC;YACvC,CAAC;YAED,MAAM,UAAU,GAAG,GAAG,GAAG,CAAC,SAAS,GAAG,IAAI,CAAC,IAAI,CAAC,KAAK,CAAC,WAAW,CAAC,GAAG,IAAI,CAAC,CAAC;YAC3E,MAAM,CAAC,IAAI,CAAC,EAAE,KAAK,EAAE,UAAU,EAAE,CAAC,CAAC;QACrC,CAAC;QAED,kEAAkE;QAClE,IAAI,MAAM,CAAC,MAAM,IAAI,CAAC,EAAE,CAAC;YACvB,MAAM,CAAC,IAAI,CAAC,CAAC,CAAC,EAAE,CAAC,EAAE,EAAE,CAAC,CAAC,CAAC,UAAU,GAAG,CAAC,CAAC,UAAU,CAAC,CAAC;YACnD,KAAK,MAAM,CAAC,IAAI,MAAM;gBAAE,CAAC,CAAC,KAAK,CAAC,QAAQ,EAAE,CAAC;YAC3C,OAAO,MAAM,CAAC,GAAG,CAAC,CAAC,CAAC,EAAE,CAAC,CAAC,CAAC,KAAK,CAAC,CAAC;QAClC,CAAC;QAED,yBAAyB;QACzB,MAAM,CAAC,IAAI,CAAC,CAAC,CAAC,EAAE,CAAC,EAAE,EAAE,CAAC,CAAC,CAAC,UAAU,GAAG,CAAC,CAAC,UAAU,CAAC,CAAC;QACnD,MAAM,IAAI,GAAG,MAAM,CAAC,KAAK,CAAC,CAAC,EAAE,CAAC,CAAC,CAAC;QAChC,KAAK,MAAM,CAAC,IAAI,IAAI;YAAE,CAAC,CAAC,KAAK,CAAC,QAAQ,EAAE,CAAC;QACzC,OAAO,IAAI,CAAC,GAAG,CAAC,CAAC,CAAC,EAAE,CAAC,CAAC,CAAC,KAAK,CAAC,CAAC;IAChC,CAAC;IAED;;;OAGG;IACH,OAAO,CAAC,SAAkC,EAAE,IAAY,CAAC;QACvD,MAAM,OAAO,GAAG,IAAI,CAAC,QAAQ,CAAC,SAAS,EAAE,CAAC,CAAC,CAAC;QAC5C,IAAI,OAAO,CAAC,MAAM,KAAK,CAAC;YAAE,OAAO,KAAK,CAAC,IAAI,CAAC,SAAS,CAAC,CAAC;QAEvD,yBAAyB;QACzB,IAAI,WAAW,GAAG,CAAC,CAAC;QACpB,KAAK,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,SAAS,CAAC,MAAM,EAAE,CAAC,EAAE,EAAE,CAAC;YAC1C,WAAW,IAAI,SAAS,CAAC,CAAC,CAAC,GAAG,SAAS,CAAC,CAAC,CAAC,CAAC;QAC7C,CAAC;QACD,MAAM,SAAS,GAAG,IAAI,CAAC,IAAI,CAAC,WAAW,CAAC,CAAC;QAEzC,kBAAkB;QAClB,IAAI,UAAU,GAAG,CAAC,CAAC,CAAC,yBAAyB;QAC7C,KAAK,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,OAAO,CAAC,MAAM,EAAE,CAAC,EAAE,EAAE,CAAC;YACxC,kCAAkC;YAClC,IAAI,GAAG,GAAG,CAAC,CAAC;YACZ,MAAM,GAAG,GAAG,OAAO,CAAC,CAAC,CAAC,CAAC,SAAS,CAAC;YACjC,MAAM,GAAG,GAAG,IAAI,CAAC,GAAG,CAAC,SAAS,CAAC,MAAM,EAAE,GAAG,CAAC,MAAM,CAAC,CAAC;YACnD,KAAK,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,GAAG,EAAE,CAAC,EAAE,EAAE,CAAC;gBAC7B,GAAG,IAAI,SAAS,CAAC,CAAC,CAAC,GAAG,GAAG,CAAC,CAAC,CAAC,CAAC;YAC/B,CAAC;YACD,MAAM,GAAG,GAAG,GAAG,GAAG,CAAC,SAAS,GAAG,IAAI,CAAC,IAAI,CAAC,OAAO,CAAC,CAAC,CAAC,CAAC,WAAW,CAAC,GAAG,IAAI,CAAC,CAAC;YACzE,MAAM,MAAM,GAAG,IAAI,CAAC,GAAG,CAAC,GAAG,GAAG,GAAG,CAAC,CAAC;YACnC,IAAI,CAAC,aAAa,CAAC,CAAC,CAAC,GAAG,MAAM,CAAC;YAC/B,UAAU,IAAI,MAAM,CAAC;QACvB,CAAC;QAED,MAAM,aAAa,GAAG,CAAC,GAAG,UAAU,CAAC;QAErC,mBAAmB;QACnB,MAAM,GAAG,GAAG,SAAS,CAAC,MAAM,CAAC;QAC7B,KAAK,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,GAAG,EAAE,CAAC,EAAE,EAAE,CAAC;YAC7B,IAAI,GAAG,GAAG,SAAS,CAAC,CAAC,CAAC,CAAC,CAAC,qBAAqB;YAC7C,KAAK,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,OAAO,CAAC,MAAM,EAAE,CAAC,EAAE,EAAE,CAAC;gBACxC,GAAG,IAAI,IAAI,CAAC,aAAa,CAAC,CAAC,CAAC,GAAG,OAAO,CAAC,CAAC,CAAC,CAAC,SAAS,CAAC,CAAC,CAAC,CAAC;YACzD,CAAC;YACD,IAAI,CAAC,aAAa,CAAC,CAAC,CAAC,GAAG,GAAG,GAAG,aAAa,CAAC;QAC9C,CAAC;QAED,OAAO,KAAK,CAAC,IAAI,CAAC,IAAI,CAAC,aAAa,CAAC,QAAQ,CAAC,CAAC,EAAE,GAAG,CAAC,CAAC,CAAC;IACzD,CAAC;IAED,IAAI;QACF,OAAO,IAAI,CAAC,OAAO,CAAC,MAAM,CAAC;IAC7B,CAAC;IAED,KAAK;QACH,IAAI,CAAC,OAAO,GAAG,EAAE,CAAC;IACpB,CAAC;CACF;AAED,+EAA+E;AAC/E,iCAAiC;AACjC,+EAA+E;AAE/E,MAAa,gBAAgB;IAgB3B,YAAY,SAAyB,EAAE;QAX/B,cAAS,GAAY,KAAK,CAAC;QAC3B,cAAS,GAAW,GAAG,CAAC;QAEhC,QAAQ;QACA,oBAAe,GAAW,CAAC,CAAC;QAC5B,aAAQ,GAAW,CAAC,CAAC;QACrB,qBAAgB,GAAW,CAAC,CAAC;QAErC,0CAA0C;QAClC,iBAAY,GAA4E,EAAE,CAAC;QAGjG,IAAI,CAAC,MAAM,GAAG;YACZ,QAAQ,EAAE,MAAM,CAAC,QAAQ,IAAI,CAAC;YAC9B,YAAY,EAAE,MAAM,CAAC,YAAY,IAAI,IAAI;YACzC,SAAS,EAAE,MAAM,CAAC,SAAS,IAAI,GAAG;YAClC,aAAa,EAAE,MAAM,CAAC,aAAa,IAAI,EAAE;YACzC,mBAAmB,EAAE,MAAM,CAAC,mBAAmB,IAAI,IAAI;YACvD,eAAe,EAAE,MAAM,CAAC,eAAe,IAAI,IAAI;YAC/C,cAAc,EAAE,MAAM,CAAC,cAAc,IAAI,IAAI;SAC9C,CAAC;QAEF,4DAA4D;QAC5D,IAAI,CAAC,IAAI,GAAG,IAAI,SAAS,CAAC,IAAI,CAAC,SAAS,EAAE,IAAI,CAAC,MAAM,CAAC,QAAQ,CAAC,CAAC;QAChE,IAAI,CAAC,UAAU,GAAG,IAAI,eAAe,CAAC,IAAI,CAAC,MAAM,CAAC,aAAa,EAAE,IAAI,CAAC,SAAS,CAAC,CAAC;QACjF,IAAI,CAAC,QAAQ,GAAG,IAAI,cAAc,CAAC,IAAI,CAAC,MAAM,CAAC,cAAc,EAAE,IAAI,CAAC,SAAS,CAAC,CAAC;IACjF,CAAC;IAED;;OAEG;IACH,KAAK,CAAC,IAAI;QACR,IAAI,IAAA,+BAAe,GAAE,EAAE,CAAC;YACtB,MAAM,IAAA,gCAAgB,GAAE,CAAC;YACzB,IAAI,CAAC,SAAS,GAAG,IAAI,CAAC;QACxB,CAAC;IACH,CAAC;IAED;;;OAGG;IACH,KAAK,CAAC,KAAK,CAAC,IAAY,EAAE,OAIzB;QACC,kCAAkC;QAClC,IAAI,OAAiB,CAAC;QACtB,IAAI,IAAI,CAAC,SAAS,EAAE,CAAC;YACnB,MAAM,MAAM,GAAG,MAAM,IAAA,qBAAK,EAAC,IAAI,CAAC,CAAC;YACjC,OAAO,GAAG,MAAM,CAAC,SAAS,CAAC;QAC7B,CAAC;aAAM,CAAC;YACN,6BAA6B;YAC7B,OAAO,GAAG,IAAI,CAAC,SAAS,CAAC,IAAI,CAAC,CAAC;QACjC,CAAC;QAED,gCAAgC;QAChC,IAAI,OAAO,GAAG,IAAI,CAAC,IAAI,CAAC,OAAO,CAAC,OAAO,CAAC,CAAC;QAEzC,qDAAqD;QACrD,IAAI,OAAO,EAAE,MAAM,EAAE,CAAC;YACpB,IAAI,CAAC,UAAU,CAAC,MAAM,CAAC,OAAO,CAAC,MAAM,EAAE,OAAO,CAAC,CAAC;QAClD,CAAC;QACD,MAAM,EAAE,QAAQ,EAAE,MAAM,EAAE,GAAG,IAAI,CAAC,UAAU,CAAC,MAAM,CAAC,OAAO,CAAC,CAAC;QAC7D,OAAO,GAAG,QAAQ,CAAC;QAEnB,uCAAuC;QACvC,IAAI,OAAO,EAAE,WAAW,KAAK,KAAK,EAAE,CAAC;YACnC,OAAO,GAAG,IAAI,CAAC,QAAQ,CAAC,OAAO,CAAC,OAAO,CAAC,CAAC;QAC3C,CAAC;QAED,mCAAmC;QACnC,IAAI,OAAO,EAAE,aAAa,KAAK,KAAK,EAAE,CAAC;YACrC,IAAI,CAAC,QAAQ,CAAC,GAAG,CAAC,OAAO,EAAE,IAAI,CAAC,KAAK,CAAC,CAAC,EAAE,GAAG,CAAC,CAAC,CAAC;QACjD,CAAC;QAED,YAAY;QACZ,OAAO,IAAI,CAAC,SAAS,CAAC,OAAO,CAAC,CAAC;IACjC,CAAC;IAED;;OAEG;IACH,KAAK,CAAC,UAAU,CAAC,KAAe,EAAE,OAEjC;QACC,MAAM,OAAO,GAAe,EAAE,CAAC;QAE/B,IAAI,IAAI,CAAC,SAAS,EAAE,CAAC;YACnB,MAAM,WAAW,GAAG,MAAM,IAAA,0BAAU,EAAC,KAAK,CAAC,CAAC;YAC5C,KAAK,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,WAAW,CAAC,MAAM,EAAE,CAAC,EAAE,EAAE,CAAC;gBAC5C,IAAI,OAAO,GAAG,IAAI,CAAC,IAAI,CAAC,OAAO,CAAC,WAAW,CAAC,CAAC,CAAC,CAAC,SAAS,CAAC,CAAC;gBAC1D,IAAI,OAAO,EAAE,MAAM,EAAE,CAAC;oBACpB,IAAI,CAAC,UAAU,CAAC,MAAM,CAAC,OAAO,CAAC,MAAM,EAAE,OAAO,CAAC,CAAC;gBAClD,CAAC;gBACD,MAAM,EAAE,QAAQ,EAAE,GAAG,IAAI,CAAC,UAAU,CAAC,MAAM,CAAC,OAAO,CAAC,CAAC;gBACrD,OAAO,CAAC,IAAI,CAAC,IAAI,CAAC,SAAS,CAAC,QAAQ,CAAC,CAAC,CAAC;YACzC,CAAC;QACH,CAAC;aAAM,CAAC;YACN,KAAK,MAAM,IAAI,IAAI,KAAK,EAAE,CAAC;gBACzB,OAAO,CAAC,IAAI,CAAC,MAAM,IAAI,CAAC,KAAK,CAAC,IAAI,EAAE,OAAO,CAAC,CAAC,CAAC;YAChD,CAAC;QACH,CAAC;QAED,OAAO,OAAO,CAAC;IACjB,CAAC;IAED;;;OAGG;IACH,KAAK,CAAC,WAAW,CAAC,KAAa,EAAE,QAAgB,EAAE,KAAa,EAAE,QAAgB;QAChF,IAAI,CAAC,IAAI,CAAC,MAAM,CAAC,mBAAmB;YAAE,OAAO,CAAC,CAAC;QAE/C,iBAAiB;QACjB,MAAM,IAAI,GAAG,MAAM,IAAI,CAAC,KAAK,CAAC,QAAQ,CAAC,KAAK,CAAC,CAAC,EAAE,GAAG,CAAC,EAAE,EAAE,aAAa,EAAE,KAAK,EAAE,CAAC,CAAC;QAChF,MAAM,IAAI,GAAG,MAAM,IAAI,CAAC,KAAK,CAAC,QAAQ,CAAC,KAAK,CAAC,CAAC,EAAE,GAAG,CAAC,EAAE,EAAE,aAAa,EAAE,KAAK,EAAE,CAAC,CAAC;QAEhF,qCAAqC;QACrC,IAAI,CAAC,YAAY,CAAC,IAAI,CAAC,EAAE,KAAK,EAAE,IAAI,EAAE,KAAK,EAAE,IAAI,EAAE,CAAC,CAAC;QAErD,oCAAoC;QACpC,IAAI,IAAI,CAAC,YAAY,CAAC,MAAM,IAAI,EAAE,EAAE,CAAC;YACnC,OAAO,IAAI,CAAC,kBAAkB,EAAE,CAAC;QACnC,CAAC;QAED,OAAO,CAAC,CAAC;IACX,CAAC;IAED;;OAEG;IACK,kBAAkB;QACxB,IAAI,IAAI,CAAC,YAAY,CAAC,MAAM,GAAG,CAAC;YAAE,OAAO,CAAC,CAAC;QAE3C,IAAI,SAAS,GAAG,CAAC,CAAC;QAElB,KAAK,MAAM,EAAE,IAAI,EAAE,IAAI,EAAE,IAAI,IAAI,CAAC,YAAY,EAAE,CAAC;YAC/C,+BAA+B;YAC/B,MAAM,SAAS,GAAG,IAAI,CAAC,YAAY;iBAChC,MAAM,CAAC,CAAC,CAAC,EAAE,CAAC,CAAC,CAAC,IAAI,KAAK,IAAI,CAAC;iBAC5B,KAAK,CAAC,CAAC,EAAE,CAAC,CAAC;iBACX,GAAG,CAAC,CAAC,CAAC,EAAE,CAAC,CAAC,CAAC,IAAI,CAAC,CAAC;YAEpB,sCAAsC;YACtC,MAAM,IAAI,GAAG,IAAI,CAAC,IAAI,CAAC,QAAQ,CAC7B,IAAI,EACJ,IAAI,EACJ,SAAS,EACT,IAAI,CAAC,MAAM,CAAC,YAAY,EACxB,IAAI,CAAC,MAAM,CAAC,SAAS,CACtB,CAAC;YAEF,SAAS,IAAI,IAAI,CAAC;YAClB,IAAI,CAAC,gBAAgB,EAAE,CAAC;QAC1B,CAAC;QAED,IAAI,CAAC,YAAY,GAAG,EAAE,CAAC;QACvB,IAAI,CAAC,eAAe,EAAE,CAAC;QAEvB,OAAO,SAAS,GAAG,IAAI,CAAC,YAAY,CAAC,MAAM,CAAC;IAC9C,CAAC;IAED;;OAEG;IACH,KAAK,CAAC,gBAAgB,CACpB,OAAe,EACf,MAAc,EACd,OAAgB,EAChB,UAAkB,GAAG;QAErB,MAAM,UAAU,GAAG,MAAM,IAAI,CAAC,KAAK,CAAC,OAAO,EAAE,EAAE,aAAa,EAAE,KAAK,EAAE,CAAC,CAAC;QACvE,MAAM,SAAS,GAAG,MAAM,IAAI,CAAC,KAAK,CAAC,MAAM,EAAE,EAAE,aAAa,EAAE,KAAK,EAAE,CAAC,CAAC;QAErE,IAAI,OAAO,IAAI,OAAO,GAAG,GAAG,EAAE,CAAC;YAC7B,4CAA4C;YAC5C,IAAI,CAAC,IAAI,CAAC,QAAQ,CAChB,UAAU,EACV,SAAS,EACT,EAAE,EACF,IAAI,CAAC,MAAM,CAAC,YAAY,GAAG,OAAO,EAClC,IAAI,CAAC,MAAM,CAAC,SAAS,CACtB,CAAC;YACF,IAAI,CAAC,eAAe,EAAE,CAAC;QACzB,CAAC;IACH,CAAC;IAED;;;OAGG;IACH,KAAK,CAAC,WAAW;QACf,0DAA0D;QAC1D,MAAM,UAAU,GAAmB,EAAE,CAAC;QACtC,MAAM,OAAO,GAAI,IAAI,CAAC,QAAgB,CAAC,OAAO,IAAI,EAAE,CAAC;QAErD,6CAA6C;QAC7C,MAAM,aAAa,GAAG,OAAO,CAAC,KAAK,CAAC,CAAC,GAAG,CAAC,CAAC;QAC1C,KAAK,MAAM,KAAK,IAAI,aAAa,EAAE,CAAC;YAClC,IAAI,KAAK,CAAC,SAAS,YAAY,YAAY,EAAE,CAAC;gBAC5C,UAAU,CAAC,IAAI,CAAC,KAAK,CAAC,SAAS,CAAC,CAAC;YACnC,CAAC;QACH,CAAC;QAED,IAAI,UAAU,CAAC,MAAM,GAAG,EAAE,EAAE,CAAC;YAC3B,IAAI,CAAC,IAAI,CAAC,WAAW,CAAC,UAAU,CAAC,CAAC;YAClC,IAAI,CAAC,QAAQ,EAAE,CAAC;QAClB,CAAC;IACH,CAAC;IAED;;OAEG;IACK,SAAS,CAAC,IAAY;QAC5B,MAAM,SAAS,GAAG,IAAI,KAAK,CAAC,IAAI,CAAC,SAAS,CAAC,CAAC,IAAI,CAAC,CAAC,CAAC,CAAC;QACpD,MAAM,MAAM,GAAG,IAAI,CAAC,WAAW,EAAE,CAAC,KAAK,CAAC,KAAK,CAAC,CAAC;QAE/C,KAAK,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,MAAM,CAAC,MAAM,EAAE,CAAC,EAAE,EAAE,CAAC;YACvC,MAAM,KAAK,GAAG,MAAM,CAAC,CAAC,CAAC,CAAC;YACxB,MAAM,SAAS,GAAG,CAAC,GAAG,CAAC,CAAC,GAAG,CAAC,GAAG,GAAG,CAAC,CAAC;YAEpC,KAAK,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,KAAK,CAAC,MAAM,EAAE,CAAC,EAAE,EAAE,CAAC;gBACtC,MAAM,IAAI,GAAG,KAAK,CAAC,UAAU,CAAC,CAAC,CAAC,CAAC;gBACjC,MAAM,EAAE,GAAG,CAAC,IAAI,GAAG,EAAE,GAAG,CAAC,GAAG,EAAE,GAAG,CAAC,GAAG,CAAC,CAAC,GAAG,IAAI,CAAC,SAAS,CAAC;gBACzD,MAAM,EAAE,GAAG,CAAC,IAAI,GAAG,EAAE,GAAG,CAAC,GAAG,EAAE,GAAG,CAAC,GAAG,EAAE,CAAC,GAAG,IAAI,CAAC,SAAS,CAAC;gBAC1D,SAAS,CAAC,EAAE,CAAC,IAAI,SAAS,CAAC;gBAC3B,SAAS,CAAC,EAAE,CAAC,IAAI,SAAS,GAAG,GAAG,CAAC;YACnC,CAAC;QACH,CAAC;QAED,OAAO,IAAI,CAAC,SAAS,CAAC,SAAS,CAAC,CAAC;IACnC,CAAC;IAEO,SAAS,CAAC,CAAW;QAC3B,MAAM,IAAI,GAAG,IAAI,CAAC,IAAI,CAAC,CAAC,CAAC,MAAM,CAAC,CAAC,CAAC,EAAE,CAAC,EAAE,EAAE,CAAC,CAAC,GAAG,CAAC,GAAG,CAAC,EAAE,CAAC,CAAC,CAAC,CAAC;QACzD,OAAO,IAAI,GAAG,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,EAAE,CAAC,CAAC,GAAG,IAAI,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC;IAC7C,CAAC;IAED;;OAEG;IACH,QAAQ;QACN,OAAO;YACL,SAAS,EAAE,kBAAkB;YAC7B,SAAS,EAAE,IAAI,CAAC,SAAS;YACzB,QAAQ,EAAE,IAAI,CAAC,MAAM,CAAC,QAAQ;YAC9B,UAAU,EAAE,IAAI,CAAC,IAAI,CAAC,SAAS,EAAE;YACjC,WAAW,EAAE,IAAI,CAAC,eAAe;YACjC,UAAU,EAAE,IAAI,CAAC,UAAU,CAAC,aAAa,EAAE,CAAC,MAAM;YAClD,UAAU,EAAE,IAAI,CAAC,QAAQ,CAAC,IAAI,EAAE;YAChC,iBAAiB,EAAE,IAAI,CAAC,QAAQ;YAChC,kBAAkB,EAAE,IAAI,CAAC,gBAAgB;SAC1C,CAAC;IACJ,CAAC;IAED;;OAEG;IACH,MAAM;QAKJ,OAAO;YACL,IAAI,EAAE,IAAI,CAAC,IAAI,CAAC,MAAM,EAAE;YACxB,UAAU,EAAE,IAAI,CAAC,UAAU,CAAC,MAAM,EAAE;YACpC,KAAK,EAAE,IAAI,CAAC,QAAQ,EAAE;SACvB,CAAC;IACJ,CAAC;IAED;;OAEG;IACH,MAAM,CAAC,IAA4D;QACjE,IAAI,IAAI,CAAC,IAAI,EAAE,CAAC;YACd,IAAI,CAAC,IAAI,CAAC,MAAM,CAAC,IAAI,CAAC,IAAI,CAAC,CAAC;QAC9B,CAAC;QACD,IAAI,IAAI,CAAC,UAAU,EAAE,CAAC;YACpB,IAAI,CAAC,UAAU,CAAC,MAAM,CAAC,IAAI,CAAC,UAAU,CAAC,CAAC;QAC1C,CAAC;IACH,CAAC;IAED;;OAEG;IACH,KAAK;QACH,IAAI,CAAC,IAAI,GAAG,IAAI,SAAS,CAAC,IAAI,CAAC,SAAS,EAAE,IAAI,CAAC,MAAM,CAAC,QAAQ,CAAC,CAAC;QAChE,IAAI,CAAC,UAAU,GAAG,IAAI,eAAe,CAAC,IAAI,CAAC,MAAM,CAAC,aAAa,EAAE,IAAI,CAAC,SAAS,CAAC,CAAC;QACjF,IAAI,CAAC,QAAQ,CAAC,KAAK,EAAE,CAAC;QACtB,IAAI,CAAC,eAAe,GAAG,CAAC,CAAC;QACzB,IAAI,CAAC,QAAQ,GAAG,CAAC,CAAC;QAClB,IAAI,CAAC,gBAAgB,GAAG,CAAC,CAAC;QAC1B,IAAI,CAAC,YAAY,GAAG,EAAE,CAAC;IACzB,CAAC;IAED;;OAEG;IACH,aAAa;QACX,OAAQ,IAAI,CAAC,IAAY,CAAC,aAAa,EAAE,EAAE,IAAI,EAAE,IAAI,EAAE,CAAC,EAAE,OAAO,EAAE,GAAG,EAAE,CAAC;IAC3E,CAAC;CACF;AApTD,4CAoTC;AAED,+EAA+E;AAC/E,sBAAsB;AACtB,+EAA+E;AAE/E,IAAI,QAAQ,GAA4B,IAAI,CAAC;AAE7C,SAAgB,mBAAmB,CAAC,MAAuB;IACzD,IAAI,CAAC,QAAQ,EAAE,CAAC;QACd,QAAQ,GAAG,IAAI,gBAAgB,CAAC,MAAM,CAAC,CAAC;IAC1C,CAAC;IACD,OAAO,QAAQ,CAAC;AAClB,CAAC;AAEM,KAAK,UAAU,oBAAoB,CAAC,MAAuB;IAChE,MAAM,QAAQ,GAAG,mBAAmB,CAAC,MAAM,CAAC,CAAC;IAC7C,MAAM,QAAQ,CAAC,IAAI,EAAE,CAAC;IACtB,OAAO,QAAQ,CAAC;AAClB,CAAC;AAED,kBAAe,gBAAgB,CAAC"} \ No newline at end of file diff --git a/npm/packages/ruvector/src/core/adaptive-embedder.ts b/npm/packages/ruvector/src/core/adaptive-embedder.ts index a665721624..bc66def81a 100644 --- a/npm/packages/ruvector/src/core/adaptive-embedder.ts +++ b/npm/packages/ruvector/src/core/adaptive-embedder.ts @@ -788,6 +788,18 @@ export class AdaptiveEmbedder { } } + /** + * Whether the ONNX backend is initialized and producing real (non-hash) + * embeddings. Returns `false` until `init()` has successfully loaded the + * ONNX model. Note that `embed()` still works when this is `false` — it + * falls back to a deterministic hash embedding — so callers that require + * real semantic embeddings should check this after `init()`. + * See https://github.com/ruvnet/RuVector/issues/523. + */ + isReady(): boolean { + return this.onnxReady; + } + /** * Generate adaptive embedding * Pipeline: ONNX → LoRA → Prototype Adjustment → Episodic Augmentation diff --git a/npm/packages/ruvector/src/core/agentdb-fast.d.ts b/npm/packages/ruvector/src/core/agentdb-fast.d.ts deleted file mode 100644 index ea26a1327c..0000000000 --- a/npm/packages/ruvector/src/core/agentdb-fast.d.ts +++ /dev/null @@ -1,149 +0,0 @@ -/** - * AgentDB Fast - High-performance in-process alternative to AgentDB CLI - * - * The AgentDB CLI has ~2.3s startup overhead due to npx initialization. - * This module provides 50-200x faster operations by using in-process calls. - * - * Features: - * - In-memory episode storage with LRU eviction - * - Vector similarity search using @ruvector/core - * - Compatible API with AgentDB's episode/trajectory interfaces - */ -/** - * Episode entry for trajectory storage - */ -export interface Episode { - id: string; - state: number[]; - action: string | number; - reward: number; - nextState: number[]; - done: boolean; - metadata?: Record; - timestamp?: number; -} -/** - * Trajectory (sequence of episodes) - */ -export interface Trajectory { - id: string; - episodes: Episode[]; - totalReward: number; - metadata?: Record; -} -/** - * Search result for episode queries - */ -export interface EpisodeSearchResult { - episode: Episode; - similarity: number; - trajectoryId?: string; -} -/** - * Fast in-memory AgentDB implementation - */ -export declare class FastAgentDB { - private episodes; - private trajectories; - private vectorDb; - private dimensions; - private maxEpisodes; - private episodeOrder; - /** - * Create a new FastAgentDB instance - * - * @param dimensions - Vector dimensions for state embeddings - * @param maxEpisodes - Maximum episodes to store (LRU eviction) - */ - constructor(dimensions?: number, maxEpisodes?: number); - /** - * Initialize the vector database - */ - private initVectorDb; - /** - * Store an episode - * - * @param episode - Episode to store - * @returns Episode ID - */ - storeEpisode(episode: Omit & { - id?: string; - }): Promise; - /** - * Store multiple episodes in batch - */ - storeEpisodes(episodes: (Omit & { - id?: string; - })[]): Promise; - /** - * Retrieve an episode by ID - */ - getEpisode(id: string): Promise; - /** - * Search for similar episodes by state - * - * @param queryState - State vector to search for - * @param k - Number of results to return - * @returns Similar episodes sorted by similarity - */ - searchByState(queryState: number[] | Float32Array, k?: number): Promise; - /** - * Fallback similarity search using brute-force cosine similarity - */ - private fallbackSearch; - /** - * Compute cosine similarity between two vectors - */ - private cosineSimilarity; - /** - * Store a trajectory (sequence of episodes) - */ - storeTrajectory(episodes: (Omit & { - id?: string; - })[], metadata?: Record): Promise; - /** - * Get a trajectory by ID - */ - getTrajectory(id: string): Promise; - /** - * Get top trajectories by total reward - */ - getTopTrajectories(k?: number): Promise; - /** - * Sample random episodes (for experience replay) - */ - sampleEpisodes(n: number): Promise; - /** - * Get database statistics - */ - getStats(): { - episodeCount: number; - trajectoryCount: number; - dimensions: number; - maxEpisodes: number; - vectorDbAvailable: boolean; - }; - /** - * Clear all data - */ - clear(): void; - /** - * Generate a unique ID - */ - private generateId; -} -/** - * Create a fast AgentDB instance - */ -export declare function createFastAgentDB(dimensions?: number, maxEpisodes?: number): FastAgentDB; -/** - * Get the default FastAgentDB instance - */ -export declare function getDefaultAgentDB(): FastAgentDB; -declare const _default: { - FastAgentDB: typeof FastAgentDB; - createFastAgentDB: typeof createFastAgentDB; - getDefaultAgentDB: typeof getDefaultAgentDB; -}; -export default _default; -//# sourceMappingURL=agentdb-fast.d.ts.map \ No newline at end of file diff --git a/npm/packages/ruvector/src/core/agentdb-fast.d.ts.map b/npm/packages/ruvector/src/core/agentdb-fast.d.ts.map deleted file mode 100644 index b17648d321..0000000000 --- a/npm/packages/ruvector/src/core/agentdb-fast.d.ts.map +++ /dev/null @@ -1 +0,0 @@ -{"version":3,"file":"agentdb-fast.d.ts","sourceRoot":"","sources":["agentdb-fast.ts"],"names":[],"mappings":"AAAA;;;;;;;;;;GAUG;AA6BH;;GAEG;AACH,MAAM,WAAW,OAAO;IACtB,EAAE,EAAE,MAAM,CAAC;IACX,KAAK,EAAE,MAAM,EAAE,CAAC;IAChB,MAAM,EAAE,MAAM,GAAG,MAAM,CAAC;IACxB,MAAM,EAAE,MAAM,CAAC;IACf,SAAS,EAAE,MAAM,EAAE,CAAC;IACpB,IAAI,EAAE,OAAO,CAAC;IACd,QAAQ,CAAC,EAAE,MAAM,CAAC,MAAM,EAAE,GAAG,CAAC,CAAC;IAC/B,SAAS,CAAC,EAAE,MAAM,CAAC;CACpB;AAED;;GAEG;AACH,MAAM,WAAW,UAAU;IACzB,EAAE,EAAE,MAAM,CAAC;IACX,QAAQ,EAAE,OAAO,EAAE,CAAC;IACpB,WAAW,EAAE,MAAM,CAAC;IACpB,QAAQ,CAAC,EAAE,MAAM,CAAC,MAAM,EAAE,GAAG,CAAC,CAAC;CAChC;AAED;;GAEG;AACH,MAAM,WAAW,mBAAmB;IAClC,OAAO,EAAE,OAAO,CAAC;IACjB,UAAU,EAAE,MAAM,CAAC;IACnB,YAAY,CAAC,EAAE,MAAM,CAAC;CACvB;AAED;;GAEG;AACH,qBAAa,WAAW;IACtB,OAAO,CAAC,QAAQ,CAAmC;IACnD,OAAO,CAAC,YAAY,CAAsC;IAC1D,OAAO,CAAC,QAAQ,CAAa;IAC7B,OAAO,CAAC,UAAU,CAAS;IAC3B,OAAO,CAAC,WAAW,CAAS;IAC5B,OAAO,CAAC,YAAY,CAAgB;IAEpC;;;;;OAKG;gBACS,UAAU,GAAE,MAAY,EAAE,WAAW,GAAE,MAAe;IAKlE;;OAEG;YACW,YAAY;IAe1B;;;;;OAKG;IACG,YAAY,CAAC,OAAO,EAAE,IAAI,CAAC,OAAO,EAAE,IAAI,CAAC,GAAG;QAAE,EAAE,CAAC,EAAE,MAAM,CAAA;KAAE,GAAG,OAAO,CAAC,MAAM,CAAC;IAoCnF;;OAEG;IACG,aAAa,CAAC,QAAQ,EAAE,CAAC,IAAI,CAAC,OAAO,EAAE,IAAI,CAAC,GAAG;QAAE,EAAE,CAAC,EAAE,MAAM,CAAA;KAAE,CAAC,EAAE,GAAG,OAAO,CAAC,MAAM,EAAE,CAAC;IAS3F;;OAEG;IACG,UAAU,CAAC,EAAE,EAAE,MAAM,GAAG,OAAO,CAAC,OAAO,GAAG,IAAI,CAAC;IAarD;;;;;;OAMG;IACG,aAAa,CACjB,UAAU,EAAE,MAAM,EAAE,GAAG,YAAY,EACnC,CAAC,GAAE,MAAW,GACb,OAAO,CAAC,mBAAmB,EAAE,CAAC;IAgCjC;;OAEG;IACH,OAAO,CAAC,cAAc;IAetB;;OAEG;IACH,OAAO,CAAC,gBAAgB;IAexB;;OAEG;IACG,eAAe,CACnB,QAAQ,EAAE,CAAC,IAAI,CAAC,OAAO,EAAE,IAAI,CAAC,GAAG;QAAE,EAAE,CAAC,EAAE,MAAM,CAAA;KAAE,CAAC,EAAE,EACnD,QAAQ,CAAC,EAAE,MAAM,CAAC,MAAM,EAAE,GAAG,CAAC,GAC7B,OAAO,CAAC,MAAM,CAAC;IAyBlB;;OAEG;IACG,aAAa,CAAC,EAAE,EAAE,MAAM,GAAG,OAAO,CAAC,UAAU,GAAG,IAAI,CAAC;IAI3D;;OAEG;IACG,kBAAkB,CAAC,CAAC,GAAE,MAAW,GAAG,OAAO,CAAC,UAAU,EAAE,CAAC;IAM/D;;OAEG;IACG,cAAc,CAAC,CAAC,EAAE,MAAM,GAAG,OAAO,CAAC,OAAO,EAAE,CAAC;IAYnD;;OAEG;IACH,QAAQ,IAAI;QACV,YAAY,EAAE,MAAM,CAAC;QACrB,eAAe,EAAE,MAAM,CAAC;QACxB,UAAU,EAAE,MAAM,CAAC;QACnB,WAAW,EAAE,MAAM,CAAC;QACpB,iBAAiB,EAAE,OAAO,CAAC;KAC5B;IAUD;;OAEG;IACH,KAAK,IAAI,IAAI;IAMb;;OAEG;IACH,OAAO,CAAC,UAAU;CAGnB;AAED;;GAEG;AACH,wBAAgB,iBAAiB,CAC/B,UAAU,GAAE,MAAY,EACxB,WAAW,GAAE,MAAe,GAC3B,WAAW,CAEb;AAKD;;GAEG;AACH,wBAAgB,iBAAiB,IAAI,WAAW,CAK/C;;;;;;AAED,wBAIE"} \ No newline at end of file diff --git a/npm/packages/ruvector/src/core/agentdb-fast.js b/npm/packages/ruvector/src/core/agentdb-fast.js deleted file mode 100644 index b3b7e22834..0000000000 --- a/npm/packages/ruvector/src/core/agentdb-fast.js +++ /dev/null @@ -1,302 +0,0 @@ -"use strict"; -/** - * AgentDB Fast - High-performance in-process alternative to AgentDB CLI - * - * The AgentDB CLI has ~2.3s startup overhead due to npx initialization. - * This module provides 50-200x faster operations by using in-process calls. - * - * Features: - * - In-memory episode storage with LRU eviction - * - Vector similarity search using @ruvector/core - * - Compatible API with AgentDB's episode/trajectory interfaces - */ -Object.defineProperty(exports, "__esModule", { value: true }); -exports.FastAgentDB = void 0; -exports.createFastAgentDB = createFastAgentDB; -exports.getDefaultAgentDB = getDefaultAgentDB; -// Lazy load ruvector core -let coreModule = null; -function getCoreModule() { - if (coreModule) - return coreModule; - try { - coreModule = require('@ruvector/core'); - return coreModule; - } - catch { - // Fallback to ruvector if core not available - try { - coreModule = require('ruvector'); - return coreModule; - } - catch (e) { - throw new Error(`Neither @ruvector/core nor ruvector is available: ${e.message}`); - } - } -} -/** - * Fast in-memory AgentDB implementation - */ -class FastAgentDB { - /** - * Create a new FastAgentDB instance - * - * @param dimensions - Vector dimensions for state embeddings - * @param maxEpisodes - Maximum episodes to store (LRU eviction) - */ - constructor(dimensions = 128, maxEpisodes = 100000) { - this.episodes = new Map(); - this.trajectories = new Map(); - this.vectorDb = null; - this.episodeOrder = []; // For LRU eviction - this.dimensions = dimensions; - this.maxEpisodes = maxEpisodes; - } - /** - * Initialize the vector database - */ - async initVectorDb() { - if (this.vectorDb) - return; - try { - const core = getCoreModule(); - this.vectorDb = new core.VectorDB({ - dimensions: this.dimensions, - distanceMetric: 'Cosine', - }); - } - catch (e) { - // Vector DB not available, use fallback similarity - console.warn(`VectorDB not available, using fallback similarity: ${e.message}`); - } - } - /** - * Store an episode - * - * @param episode - Episode to store - * @returns Episode ID - */ - async storeEpisode(episode) { - await this.initVectorDb(); - const id = episode.id ?? this.generateId(); - const fullEpisode = { - ...episode, - id, - timestamp: episode.timestamp ?? Date.now(), - }; - // LRU eviction if needed - if (this.episodes.size >= this.maxEpisodes) { - const oldestId = this.episodeOrder.shift(); - if (oldestId) { - this.episodes.delete(oldestId); - } - } - this.episodes.set(id, fullEpisode); - this.episodeOrder.push(id); - // Index in vector DB if available - if (this.vectorDb && fullEpisode.state.length === this.dimensions) { - try { - await this.vectorDb.insert({ - id, - vector: new Float32Array(fullEpisode.state), - }); - } - catch { - // Ignore indexing errors - } - } - return id; - } - /** - * Store multiple episodes in batch - */ - async storeEpisodes(episodes) { - const ids = []; - for (const episode of episodes) { - const id = await this.storeEpisode(episode); - ids.push(id); - } - return ids; - } - /** - * Retrieve an episode by ID - */ - async getEpisode(id) { - const episode = this.episodes.get(id); - if (episode) { - // Update LRU order - const idx = this.episodeOrder.indexOf(id); - if (idx > -1) { - this.episodeOrder.splice(idx, 1); - this.episodeOrder.push(id); - } - } - return episode ?? null; - } - /** - * Search for similar episodes by state - * - * @param queryState - State vector to search for - * @param k - Number of results to return - * @returns Similar episodes sorted by similarity - */ - async searchByState(queryState, k = 10) { - await this.initVectorDb(); - const query = Array.isArray(queryState) ? queryState : Array.from(queryState); - // Use vector DB if available - if (this.vectorDb && query.length === this.dimensions) { - try { - const results = await this.vectorDb.search({ - vector: new Float32Array(query), - k, - }); - return results - .map((r) => { - const episode = this.episodes.get(r.id); - if (!episode) - return null; - return { - episode, - similarity: 1 - r.score, // Convert distance to similarity - }; - }) - .filter((r) => r !== null); - } - catch { - // Fall through to fallback - } - } - // Fallback: brute-force cosine similarity - return this.fallbackSearch(query, k); - } - /** - * Fallback similarity search using brute-force cosine similarity - */ - fallbackSearch(query, k) { - const results = []; - for (const episode of this.episodes.values()) { - if (episode.state.length !== query.length) - continue; - const similarity = this.cosineSimilarity(query, episode.state); - results.push({ episode, similarity }); - } - return results - .sort((a, b) => b.similarity - a.similarity) - .slice(0, k); - } - /** - * Compute cosine similarity between two vectors - */ - cosineSimilarity(a, b) { - let dotProduct = 0; - let normA = 0; - let normB = 0; - for (let i = 0; i < a.length; i++) { - dotProduct += a[i] * b[i]; - normA += a[i] * a[i]; - normB += b[i] * b[i]; - } - const denom = Math.sqrt(normA) * Math.sqrt(normB); - return denom === 0 ? 0 : dotProduct / denom; - } - /** - * Store a trajectory (sequence of episodes) - */ - async storeTrajectory(episodes, metadata) { - const trajectoryId = this.generateId(); - const storedEpisodes = []; - let totalReward = 0; - for (const episode of episodes) { - const id = await this.storeEpisode(episode); - const stored = await this.getEpisode(id); - if (stored) { - storedEpisodes.push(stored); - totalReward += stored.reward; - } - } - const trajectory = { - id: trajectoryId, - episodes: storedEpisodes, - totalReward, - metadata, - }; - this.trajectories.set(trajectoryId, trajectory); - return trajectoryId; - } - /** - * Get a trajectory by ID - */ - async getTrajectory(id) { - return this.trajectories.get(id) ?? null; - } - /** - * Get top trajectories by total reward - */ - async getTopTrajectories(k = 10) { - return Array.from(this.trajectories.values()) - .sort((a, b) => b.totalReward - a.totalReward) - .slice(0, k); - } - /** - * Sample random episodes (for experience replay) - */ - async sampleEpisodes(n) { - const allEpisodes = Array.from(this.episodes.values()); - const sampled = []; - for (let i = 0; i < Math.min(n, allEpisodes.length); i++) { - const idx = Math.floor(Math.random() * allEpisodes.length); - sampled.push(allEpisodes[idx]); - } - return sampled; - } - /** - * Get database statistics - */ - getStats() { - return { - episodeCount: this.episodes.size, - trajectoryCount: this.trajectories.size, - dimensions: this.dimensions, - maxEpisodes: this.maxEpisodes, - vectorDbAvailable: this.vectorDb !== null, - }; - } - /** - * Clear all data - */ - clear() { - this.episodes.clear(); - this.trajectories.clear(); - this.episodeOrder = []; - } - /** - * Generate a unique ID - */ - generateId() { - return `${Date.now()}-${Math.random().toString(36).substr(2, 9)}`; - } -} -exports.FastAgentDB = FastAgentDB; -/** - * Create a fast AgentDB instance - */ -function createFastAgentDB(dimensions = 128, maxEpisodes = 100000) { - return new FastAgentDB(dimensions, maxEpisodes); -} -// Singleton instance for convenience -let defaultInstance = null; -/** - * Get the default FastAgentDB instance - */ -function getDefaultAgentDB() { - if (!defaultInstance) { - defaultInstance = new FastAgentDB(); - } - return defaultInstance; -} -exports.default = { - FastAgentDB, - createFastAgentDB, - getDefaultAgentDB, -}; -//# sourceMappingURL=agentdb-fast.js.map \ No newline at end of file diff --git a/npm/packages/ruvector/src/core/agentdb-fast.js.map b/npm/packages/ruvector/src/core/agentdb-fast.js.map deleted file mode 100644 index 7c39c7ceca..0000000000 --- a/npm/packages/ruvector/src/core/agentdb-fast.js.map +++ /dev/null @@ -1 +0,0 @@ -{"version":3,"file":"agentdb-fast.js","sourceRoot":"","sources":["agentdb-fast.ts"],"names":[],"mappings":";AAAA;;;;;;;;;;GAUG;;;AA+VH,8CAKC;AAQD,8CAKC;AAzWD,0BAA0B;AAC1B,IAAI,UAAU,GAAQ,IAAI,CAAC;AAE3B,SAAS,aAAa;IACpB,IAAI,UAAU;QAAE,OAAO,UAAU,CAAC;IAClC,IAAI,CAAC;QACH,UAAU,GAAG,OAAO,CAAC,gBAAgB,CAAC,CAAC;QACvC,OAAO,UAAU,CAAC;IACpB,CAAC;IAAC,MAAM,CAAC;QACP,6CAA6C;QAC7C,IAAI,CAAC;YACH,UAAU,GAAG,OAAO,CAAC,UAAU,CAAC,CAAC;YACjC,OAAO,UAAU,CAAC;QACpB,CAAC;QAAC,OAAO,CAAM,EAAE,CAAC;YAChB,MAAM,IAAI,KAAK,CACb,qDAAqD,CAAC,CAAC,OAAO,EAAE,CACjE,CAAC;QACJ,CAAC;IACH,CAAC;AACH,CAAC;AAmCD;;GAEG;AACH,MAAa,WAAW;IAQtB;;;;;OAKG;IACH,YAAY,aAAqB,GAAG,EAAE,cAAsB,MAAM;QAb1D,aAAQ,GAAyB,IAAI,GAAG,EAAE,CAAC;QAC3C,iBAAY,GAA4B,IAAI,GAAG,EAAE,CAAC;QAClD,aAAQ,GAAQ,IAAI,CAAC;QAGrB,iBAAY,GAAa,EAAE,CAAC,CAAC,mBAAmB;QAStD,IAAI,CAAC,UAAU,GAAG,UAAU,CAAC;QAC7B,IAAI,CAAC,WAAW,GAAG,WAAW,CAAC;IACjC,CAAC;IAED;;OAEG;IACK,KAAK,CAAC,YAAY;QACxB,IAAI,IAAI,CAAC,QAAQ;YAAE,OAAO;QAE1B,IAAI,CAAC;YACH,MAAM,IAAI,GAAG,aAAa,EAAE,CAAC;YAC7B,IAAI,CAAC,QAAQ,GAAG,IAAI,IAAI,CAAC,QAAQ,CAAC;gBAChC,UAAU,EAAE,IAAI,CAAC,UAAU;gBAC3B,cAAc,EAAE,QAAQ;aACzB,CAAC,CAAC;QACL,CAAC;QAAC,OAAO,CAAM,EAAE,CAAC;YAChB,mDAAmD;YACnD,OAAO,CAAC,IAAI,CAAC,sDAAsD,CAAC,CAAC,OAAO,EAAE,CAAC,CAAC;QAClF,CAAC;IACH,CAAC;IAED;;;;;OAKG;IACH,KAAK,CAAC,YAAY,CAAC,OAA8C;QAC/D,MAAM,IAAI,CAAC,YAAY,EAAE,CAAC;QAE1B,MAAM,EAAE,GAAG,OAAO,CAAC,EAAE,IAAI,IAAI,CAAC,UAAU,EAAE,CAAC;QAC3C,MAAM,WAAW,GAAY;YAC3B,GAAG,OAAO;YACV,EAAE;YACF,SAAS,EAAE,OAAO,CAAC,SAAS,IAAI,IAAI,CAAC,GAAG,EAAE;SAC3C,CAAC;QAEF,yBAAyB;QACzB,IAAI,IAAI,CAAC,QAAQ,CAAC,IAAI,IAAI,IAAI,CAAC,WAAW,EAAE,CAAC;YAC3C,MAAM,QAAQ,GAAG,IAAI,CAAC,YAAY,CAAC,KAAK,EAAE,CAAC;YAC3C,IAAI,QAAQ,EAAE,CAAC;gBACb,IAAI,CAAC,QAAQ,CAAC,MAAM,CAAC,QAAQ,CAAC,CAAC;YACjC,CAAC;QACH,CAAC;QAED,IAAI,CAAC,QAAQ,CAAC,GAAG,CAAC,EAAE,EAAE,WAAW,CAAC,CAAC;QACnC,IAAI,CAAC,YAAY,CAAC,IAAI,CAAC,EAAE,CAAC,CAAC;QAE3B,kCAAkC;QAClC,IAAI,IAAI,CAAC,QAAQ,IAAI,WAAW,CAAC,KAAK,CAAC,MAAM,KAAK,IAAI,CAAC,UAAU,EAAE,CAAC;YAClE,IAAI,CAAC;gBACH,MAAM,IAAI,CAAC,QAAQ,CAAC,MAAM,CAAC;oBACzB,EAAE;oBACF,MAAM,EAAE,IAAI,YAAY,CAAC,WAAW,CAAC,KAAK,CAAC;iBAC5C,CAAC,CAAC;YACL,CAAC;YAAC,MAAM,CAAC;gBACP,yBAAyB;YAC3B,CAAC;QACH,CAAC;QAED,OAAO,EAAE,CAAC;IACZ,CAAC;IAED;;OAEG;IACH,KAAK,CAAC,aAAa,CAAC,QAAmD;QACrE,MAAM,GAAG,GAAa,EAAE,CAAC;QACzB,KAAK,MAAM,OAAO,IAAI,QAAQ,EAAE,CAAC;YAC/B,MAAM,EAAE,GAAG,MAAM,IAAI,CAAC,YAAY,CAAC,OAAO,CAAC,CAAC;YAC5C,GAAG,CAAC,IAAI,CAAC,EAAE,CAAC,CAAC;QACf,CAAC;QACD,OAAO,GAAG,CAAC;IACb,CAAC;IAED;;OAEG;IACH,KAAK,CAAC,UAAU,CAAC,EAAU;QACzB,MAAM,OAAO,GAAG,IAAI,CAAC,QAAQ,CAAC,GAAG,CAAC,EAAE,CAAC,CAAC;QACtC,IAAI,OAAO,EAAE,CAAC;YACZ,mBAAmB;YACnB,MAAM,GAAG,GAAG,IAAI,CAAC,YAAY,CAAC,OAAO,CAAC,EAAE,CAAC,CAAC;YAC1C,IAAI,GAAG,GAAG,CAAC,CAAC,EAAE,CAAC;gBACb,IAAI,CAAC,YAAY,CAAC,MAAM,CAAC,GAAG,EAAE,CAAC,CAAC,CAAC;gBACjC,IAAI,CAAC,YAAY,CAAC,IAAI,CAAC,EAAE,CAAC,CAAC;YAC7B,CAAC;QACH,CAAC;QACD,OAAO,OAAO,IAAI,IAAI,CAAC;IACzB,CAAC;IAED;;;;;;OAMG;IACH,KAAK,CAAC,aAAa,CACjB,UAAmC,EACnC,IAAY,EAAE;QAEd,MAAM,IAAI,CAAC,YAAY,EAAE,CAAC;QAE1B,MAAM,KAAK,GAAG,KAAK,CAAC,OAAO,CAAC,UAAU,CAAC,CAAC,CAAC,CAAC,UAAU,CAAC,CAAC,CAAC,KAAK,CAAC,IAAI,CAAC,UAAU,CAAC,CAAC;QAE9E,6BAA6B;QAC7B,IAAI,IAAI,CAAC,QAAQ,IAAI,KAAK,CAAC,MAAM,KAAK,IAAI,CAAC,UAAU,EAAE,CAAC;YACtD,IAAI,CAAC;gBACH,MAAM,OAAO,GAAmB,MAAM,IAAI,CAAC,QAAQ,CAAC,MAAM,CAAC;oBACzD,MAAM,EAAE,IAAI,YAAY,CAAC,KAAK,CAAC;oBAC/B,CAAC;iBACF,CAAC,CAAC;gBAEH,OAAO,OAAO;qBACX,GAAG,CAAC,CAAC,CAAC,EAAE,EAAE;oBACT,MAAM,OAAO,GAAG,IAAI,CAAC,QAAQ,CAAC,GAAG,CAAC,CAAC,CAAC,EAAE,CAAC,CAAC;oBACxC,IAAI,CAAC,OAAO;wBAAE,OAAO,IAAI,CAAC;oBAC1B,OAAO;wBACL,OAAO;wBACP,UAAU,EAAE,CAAC,GAAG,CAAC,CAAC,KAAK,EAAE,iCAAiC;qBAC3D,CAAC;gBACJ,CAAC,CAAC;qBACD,MAAM,CAAC,CAAC,CAAC,EAA4B,EAAE,CAAC,CAAC,KAAK,IAAI,CAAC,CAAC;YACzD,CAAC;YAAC,MAAM,CAAC;gBACP,2BAA2B;YAC7B,CAAC;QACH,CAAC;QAED,0CAA0C;QAC1C,OAAO,IAAI,CAAC,cAAc,CAAC,KAAK,EAAE,CAAC,CAAC,CAAC;IACvC,CAAC;IAED;;OAEG;IACK,cAAc,CAAC,KAAe,EAAE,CAAS;QAC/C,MAAM,OAAO,GAA0B,EAAE,CAAC;QAE1C,KAAK,MAAM,OAAO,IAAI,IAAI,CAAC,QAAQ,CAAC,MAAM,EAAE,EAAE,CAAC;YAC7C,IAAI,OAAO,CAAC,KAAK,CAAC,MAAM,KAAK,KAAK,CAAC,MAAM;gBAAE,SAAS;YAEpD,MAAM,UAAU,GAAG,IAAI,CAAC,gBAAgB,CAAC,KAAK,EAAE,OAAO,CAAC,KAAK,CAAC,CAAC;YAC/D,OAAO,CAAC,IAAI,CAAC,EAAE,OAAO,EAAE,UAAU,EAAE,CAAC,CAAC;QACxC,CAAC;QAED,OAAO,OAAO;aACX,IAAI,CAAC,CAAC,CAAC,EAAE,CAAC,EAAE,EAAE,CAAC,CAAC,CAAC,UAAU,GAAG,CAAC,CAAC,UAAU,CAAC;aAC3C,KAAK,CAAC,CAAC,EAAE,CAAC,CAAC,CAAC;IACjB,CAAC;IAED;;OAEG;IACK,gBAAgB,CAAC,CAAW,EAAE,CAAW;QAC/C,IAAI,UAAU,GAAG,CAAC,CAAC;QACnB,IAAI,KAAK,GAAG,CAAC,CAAC;QACd,IAAI,KAAK,GAAG,CAAC,CAAC;QAEd,KAAK,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,CAAC,CAAC,MAAM,EAAE,CAAC,EAAE,EAAE,CAAC;YAClC,UAAU,IAAI,CAAC,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,CAAC,CAAC;YAC1B,KAAK,IAAI,CAAC,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,CAAC,CAAC;YACrB,KAAK,IAAI,CAAC,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,CAAC,CAAC;QACvB,CAAC;QAED,MAAM,KAAK,GAAG,IAAI,CAAC,IAAI,CAAC,KAAK,CAAC,GAAG,IAAI,CAAC,IAAI,CAAC,KAAK,CAAC,CAAC;QAClD,OAAO,KAAK,KAAK,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,UAAU,GAAG,KAAK,CAAC;IAC9C,CAAC;IAED;;OAEG;IACH,KAAK,CAAC,eAAe,CACnB,QAAmD,EACnD,QAA8B;QAE9B,MAAM,YAAY,GAAG,IAAI,CAAC,UAAU,EAAE,CAAC;QACvC,MAAM,cAAc,GAAc,EAAE,CAAC;QACrC,IAAI,WAAW,GAAG,CAAC,CAAC;QAEpB,KAAK,MAAM,OAAO,IAAI,QAAQ,EAAE,CAAC;YAC/B,MAAM,EAAE,GAAG,MAAM,IAAI,CAAC,YAAY,CAAC,OAAO,CAAC,CAAC;YAC5C,MAAM,MAAM,GAAG,MAAM,IAAI,CAAC,UAAU,CAAC,EAAE,CAAC,CAAC;YACzC,IAAI,MAAM,EAAE,CAAC;gBACX,cAAc,CAAC,IAAI,CAAC,MAAM,CAAC,CAAC;gBAC5B,WAAW,IAAI,MAAM,CAAC,MAAM,CAAC;YAC/B,CAAC;QACH,CAAC;QAED,MAAM,UAAU,GAAe;YAC7B,EAAE,EAAE,YAAY;YAChB,QAAQ,EAAE,cAAc;YACxB,WAAW;YACX,QAAQ;SACT,CAAC;QAEF,IAAI,CAAC,YAAY,CAAC,GAAG,CAAC,YAAY,EAAE,UAAU,CAAC,CAAC;QAChD,OAAO,YAAY,CAAC;IACtB,CAAC;IAED;;OAEG;IACH,KAAK,CAAC,aAAa,CAAC,EAAU;QAC5B,OAAO,IAAI,CAAC,YAAY,CAAC,GAAG,CAAC,EAAE,CAAC,IAAI,IAAI,CAAC;IAC3C,CAAC;IAED;;OAEG;IACH,KAAK,CAAC,kBAAkB,CAAC,IAAY,EAAE;QACrC,OAAO,KAAK,CAAC,IAAI,CAAC,IAAI,CAAC,YAAY,CAAC,MAAM,EAAE,CAAC;aAC1C,IAAI,CAAC,CAAC,CAAC,EAAE,CAAC,EAAE,EAAE,CAAC,CAAC,CAAC,WAAW,GAAG,CAAC,CAAC,WAAW,CAAC;aAC7C,KAAK,CAAC,CAAC,EAAE,CAAC,CAAC,CAAC;IACjB,CAAC;IAED;;OAEG;IACH,KAAK,CAAC,cAAc,CAAC,CAAS;QAC5B,MAAM,WAAW,GAAG,KAAK,CAAC,IAAI,CAAC,IAAI,CAAC,QAAQ,CAAC,MAAM,EAAE,CAAC,CAAC;QACvD,MAAM,OAAO,GAAc,EAAE,CAAC;QAE9B,KAAK,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,IAAI,CAAC,GAAG,CAAC,CAAC,EAAE,WAAW,CAAC,MAAM,CAAC,EAAE,CAAC,EAAE,EAAE,CAAC;YACzD,MAAM,GAAG,GAAG,IAAI,CAAC,KAAK,CAAC,IAAI,CAAC,MAAM,EAAE,GAAG,WAAW,CAAC,MAAM,CAAC,CAAC;YAC3D,OAAO,CAAC,IAAI,CAAC,WAAW,CAAC,GAAG,CAAC,CAAC,CAAC;QACjC,CAAC;QAED,OAAO,OAAO,CAAC;IACjB,CAAC;IAED;;OAEG;IACH,QAAQ;QAON,OAAO;YACL,YAAY,EAAE,IAAI,CAAC,QAAQ,CAAC,IAAI;YAChC,eAAe,EAAE,IAAI,CAAC,YAAY,CAAC,IAAI;YACvC,UAAU,EAAE,IAAI,CAAC,UAAU;YAC3B,WAAW,EAAE,IAAI,CAAC,WAAW;YAC7B,iBAAiB,EAAE,IAAI,CAAC,QAAQ,KAAK,IAAI;SAC1C,CAAC;IACJ,CAAC;IAED;;OAEG;IACH,KAAK;QACH,IAAI,CAAC,QAAQ,CAAC,KAAK,EAAE,CAAC;QACtB,IAAI,CAAC,YAAY,CAAC,KAAK,EAAE,CAAC;QAC1B,IAAI,CAAC,YAAY,GAAG,EAAE,CAAC;IACzB,CAAC;IAED;;OAEG;IACK,UAAU;QAChB,OAAO,GAAG,IAAI,CAAC,GAAG,EAAE,IAAI,IAAI,CAAC,MAAM,EAAE,CAAC,QAAQ,CAAC,EAAE,CAAC,CAAC,MAAM,CAAC,CAAC,EAAE,CAAC,CAAC,EAAE,CAAC;IACpE,CAAC;CACF;AAzRD,kCAyRC;AAED;;GAEG;AACH,SAAgB,iBAAiB,CAC/B,aAAqB,GAAG,EACxB,cAAsB,MAAM;IAE5B,OAAO,IAAI,WAAW,CAAC,UAAU,EAAE,WAAW,CAAC,CAAC;AAClD,CAAC;AAED,qCAAqC;AACrC,IAAI,eAAe,GAAuB,IAAI,CAAC;AAE/C;;GAEG;AACH,SAAgB,iBAAiB;IAC/B,IAAI,CAAC,eAAe,EAAE,CAAC;QACrB,eAAe,GAAG,IAAI,WAAW,EAAE,CAAC;IACtC,CAAC;IACD,OAAO,eAAe,CAAC;AACzB,CAAC;AAED,kBAAe;IACb,WAAW;IACX,iBAAiB;IACjB,iBAAiB;CAClB,CAAC"} \ No newline at end of file diff --git a/npm/packages/ruvector/src/core/ast-parser.d.ts b/npm/packages/ruvector/src/core/ast-parser.d.ts deleted file mode 100644 index cf8d08cbcd..0000000000 --- a/npm/packages/ruvector/src/core/ast-parser.d.ts +++ /dev/null @@ -1,108 +0,0 @@ -/** - * AST Parser - Tree-sitter based code parsing - * - * Provides real AST parsing for accurate code analysis, - * replacing regex-based heuristics with proper parsing. - * - * Supports: TypeScript, JavaScript, Python, Rust, Go, Java, C/C++ - */ -export declare function isTreeSitterAvailable(): boolean; -export interface ASTNode { - type: string; - text: string; - startPosition: { - row: number; - column: number; - }; - endPosition: { - row: number; - column: number; - }; - children: ASTNode[]; - parent?: string; -} -export interface FunctionInfo { - name: string; - params: string[]; - returnType?: string; - async: boolean; - exported: boolean; - startLine: number; - endLine: number; - complexity: number; - calls: string[]; -} -export interface ClassInfo { - name: string; - extends?: string; - implements: string[]; - methods: FunctionInfo[]; - properties: string[]; - exported: boolean; - startLine: number; - endLine: number; -} -export interface ImportInfo { - source: string; - default?: string; - named: string[]; - namespace?: string; - type: 'esm' | 'commonjs' | 'dynamic'; -} -export interface ExportInfo { - name: string; - type: 'default' | 'named' | 'all'; - source?: string; -} -export interface FileAnalysis { - file: string; - language: string; - imports: ImportInfo[]; - exports: ExportInfo[]; - functions: FunctionInfo[]; - classes: ClassInfo[]; - variables: string[]; - types: string[]; - complexity: number; - lines: number; - parseTime: number; -} -export declare class CodeParser { - private parser; - private initialized; - init(): Promise; - /** - * Detect language from file extension - */ - detectLanguage(file: string): string; - /** - * Parse a file and return the AST - */ - parse(file: string, content?: string): Promise; - private convertNode; - /** - * Analyze a file for functions, classes, imports, etc. - */ - analyze(file: string, content?: string): Promise; - private analyzeTree; - private parseImport; - private parseExport; - private parseFunction; - private parseClass; - private findChild; - private getIdentifierName; - private calculateComplexity; - private analyzeWithRegex; - /** - * Get all symbols (functions, classes, types) in a file - */ - getSymbols(file: string): Promise; - /** - * Get the call graph for a file - */ - getCallGraph(file: string): Promise>; -} -export declare function getCodeParser(): CodeParser; -export declare function initCodeParser(): Promise; -export default CodeParser; -//# sourceMappingURL=ast-parser.d.ts.map \ No newline at end of file diff --git a/npm/packages/ruvector/src/core/ast-parser.d.ts.map b/npm/packages/ruvector/src/core/ast-parser.d.ts.map deleted file mode 100644 index f794dde498..0000000000 --- a/npm/packages/ruvector/src/core/ast-parser.d.ts.map +++ /dev/null @@ -1 +0,0 @@ -{"version":3,"file":"ast-parser.d.ts","sourceRoot":"","sources":["ast-parser.ts"],"names":[],"mappings":"AAAA;;;;;;;GAOG;AAgEH,wBAAgB,qBAAqB,IAAI,OAAO,CAO/C;AAMD,MAAM,WAAW,OAAO;IACtB,IAAI,EAAE,MAAM,CAAC;IACb,IAAI,EAAE,MAAM,CAAC;IACb,aAAa,EAAE;QAAE,GAAG,EAAE,MAAM,CAAC;QAAC,MAAM,EAAE,MAAM,CAAA;KAAE,CAAC;IAC/C,WAAW,EAAE;QAAE,GAAG,EAAE,MAAM,CAAC;QAAC,MAAM,EAAE,MAAM,CAAA;KAAE,CAAC;IAC7C,QAAQ,EAAE,OAAO,EAAE,CAAC;IACpB,MAAM,CAAC,EAAE,MAAM,CAAC;CACjB;AAED,MAAM,WAAW,YAAY;IAC3B,IAAI,EAAE,MAAM,CAAC;IACb,MAAM,EAAE,MAAM,EAAE,CAAC;IACjB,UAAU,CAAC,EAAE,MAAM,CAAC;IACpB,KAAK,EAAE,OAAO,CAAC;IACf,QAAQ,EAAE,OAAO,CAAC;IAClB,SAAS,EAAE,MAAM,CAAC;IAClB,OAAO,EAAE,MAAM,CAAC;IAChB,UAAU,EAAE,MAAM,CAAC;IACnB,KAAK,EAAE,MAAM,EAAE,CAAC;CACjB;AAED,MAAM,WAAW,SAAS;IACxB,IAAI,EAAE,MAAM,CAAC;IACb,OAAO,CAAC,EAAE,MAAM,CAAC;IACjB,UAAU,EAAE,MAAM,EAAE,CAAC;IACrB,OAAO,EAAE,YAAY,EAAE,CAAC;IACxB,UAAU,EAAE,MAAM,EAAE,CAAC;IACrB,QAAQ,EAAE,OAAO,CAAC;IAClB,SAAS,EAAE,MAAM,CAAC;IAClB,OAAO,EAAE,MAAM,CAAC;CACjB;AAED,MAAM,WAAW,UAAU;IACzB,MAAM,EAAE,MAAM,CAAC;IACf,OAAO,CAAC,EAAE,MAAM,CAAC;IACjB,KAAK,EAAE,MAAM,EAAE,CAAC;IAChB,SAAS,CAAC,EAAE,MAAM,CAAC;IACnB,IAAI,EAAE,KAAK,GAAG,UAAU,GAAG,SAAS,CAAC;CACtC;AAED,MAAM,WAAW,UAAU;IACzB,IAAI,EAAE,MAAM,CAAC;IACb,IAAI,EAAE,SAAS,GAAG,OAAO,GAAG,KAAK,CAAC;IAClC,MAAM,CAAC,EAAE,MAAM,CAAC;CACjB;AAED,MAAM,WAAW,YAAY;IAC3B,IAAI,EAAE,MAAM,CAAC;IACb,QAAQ,EAAE,MAAM,CAAC;IACjB,OAAO,EAAE,UAAU,EAAE,CAAC;IACtB,OAAO,EAAE,UAAU,EAAE,CAAC;IACtB,SAAS,EAAE,YAAY,EAAE,CAAC;IAC1B,OAAO,EAAE,SAAS,EAAE,CAAC;IACrB,SAAS,EAAE,MAAM,EAAE,CAAC;IACpB,KAAK,EAAE,MAAM,EAAE,CAAC;IAChB,UAAU,EAAE,MAAM,CAAC;IACnB,KAAK,EAAE,MAAM,CAAC;IACd,SAAS,EAAE,MAAM,CAAC;CACnB;AAMD,qBAAa,UAAU;IACrB,OAAO,CAAC,MAAM,CAAa;IAC3B,OAAO,CAAC,WAAW,CAAS;IAEtB,IAAI,IAAI,OAAO,CAAC,OAAO,CAAC;IAW9B;;OAEG;IACH,cAAc,CAAC,IAAI,EAAE,MAAM,GAAG,MAAM;IAyBpC;;OAEG;IACG,KAAK,CAAC,IAAI,EAAE,MAAM,EAAE,OAAO,CAAC,EAAE,MAAM,GAAG,OAAO,CAAC,OAAO,GAAG,IAAI,CAAC;IAkBpE,OAAO,CAAC,WAAW;IAUnB;;OAEG;IACG,OAAO,CAAC,IAAI,EAAE,MAAM,EAAE,OAAO,CAAC,EAAE,MAAM,GAAG,OAAO,CAAC,YAAY,CAAC;IAmBpE,OAAO,CAAC,WAAW;IAuEnB,OAAO,CAAC,WAAW;IAmCnB,OAAO,CAAC,WAAW;IAenB,OAAO,CAAC,aAAa;IAsDrB,OAAO,CAAC,UAAU;IA8ClB,OAAO,CAAC,SAAS;IAUjB,OAAO,CAAC,iBAAiB;IAWzB,OAAO,CAAC,mBAAmB;IAoB3B,OAAO,CAAC,gBAAgB;IA8GxB;;OAEG;IACG,UAAU,CAAC,IAAI,EAAE,MAAM,GAAG,OAAO,CAAC,MAAM,EAAE,CAAC;IAUjD;;OAEG;IACG,YAAY,CAAC,IAAI,EAAE,MAAM,GAAG,OAAO,CAAC,GAAG,CAAC,MAAM,EAAE,MAAM,EAAE,CAAC,CAAC;CAgBjE;AAQD,wBAAgB,aAAa,IAAI,UAAU,CAK1C;AAED,wBAAsB,cAAc,IAAI,OAAO,CAAC,UAAU,CAAC,CAI1D;AAED,eAAe,UAAU,CAAC"} \ No newline at end of file diff --git a/npm/packages/ruvector/src/core/ast-parser.js b/npm/packages/ruvector/src/core/ast-parser.js deleted file mode 100644 index bf92d97c93..0000000000 --- a/npm/packages/ruvector/src/core/ast-parser.js +++ /dev/null @@ -1,603 +0,0 @@ -"use strict"; -/** - * AST Parser - Tree-sitter based code parsing - * - * Provides real AST parsing for accurate code analysis, - * replacing regex-based heuristics with proper parsing. - * - * Supports: TypeScript, JavaScript, Python, Rust, Go, Java, C/C++ - */ -var __createBinding = (this && this.__createBinding) || (Object.create ? (function(o, m, k, k2) { - if (k2 === undefined) k2 = k; - var desc = Object.getOwnPropertyDescriptor(m, k); - if (!desc || ("get" in desc ? !m.__esModule : desc.writable || desc.configurable)) { - desc = { enumerable: true, get: function() { return m[k]; } }; - } - Object.defineProperty(o, k2, desc); -}) : (function(o, m, k, k2) { - if (k2 === undefined) k2 = k; - o[k2] = m[k]; -})); -var __setModuleDefault = (this && this.__setModuleDefault) || (Object.create ? (function(o, v) { - Object.defineProperty(o, "default", { enumerable: true, value: v }); -}) : function(o, v) { - o["default"] = v; -}); -var __importStar = (this && this.__importStar) || (function () { - var ownKeys = function(o) { - ownKeys = Object.getOwnPropertyNames || function (o) { - var ar = []; - for (var k in o) if (Object.prototype.hasOwnProperty.call(o, k)) ar[ar.length] = k; - return ar; - }; - return ownKeys(o); - }; - return function (mod) { - if (mod && mod.__esModule) return mod; - var result = {}; - if (mod != null) for (var k = ownKeys(mod), i = 0; i < k.length; i++) if (k[i] !== "default") __createBinding(result, mod, k[i]); - __setModuleDefault(result, mod); - return result; - }; -})(); -Object.defineProperty(exports, "__esModule", { value: true }); -exports.CodeParser = void 0; -exports.isTreeSitterAvailable = isTreeSitterAvailable; -exports.getCodeParser = getCodeParser; -exports.initCodeParser = initCodeParser; -const fs = __importStar(require("fs")); -const path = __importStar(require("path")); -// Try to load tree-sitter -let Parser = null; -let languages = new Map(); -let parserError = null; -async function loadTreeSitter() { - if (Parser) - return true; - if (parserError) - return false; - try { - // Dynamic require to avoid TypeScript errors - Parser = require('tree-sitter'); - return true; - } - catch (e) { - parserError = new Error(`tree-sitter not installed: ${e.message}\n` + - `Install with: npm install tree-sitter tree-sitter-typescript tree-sitter-javascript tree-sitter-python`); - return false; - } -} -async function loadLanguage(lang) { - if (languages.has(lang)) - return languages.get(lang); - const langPackages = { - typescript: 'tree-sitter-typescript', - javascript: 'tree-sitter-javascript', - python: 'tree-sitter-python', - rust: 'tree-sitter-rust', - go: 'tree-sitter-go', - java: 'tree-sitter-java', - c: 'tree-sitter-c', - cpp: 'tree-sitter-cpp', - ruby: 'tree-sitter-ruby', - php: 'tree-sitter-php', - }; - const pkg = langPackages[lang]; - if (!pkg) - return null; - try { - const langModule = await Promise.resolve(`${pkg}`).then(s => __importStar(require(s))); - const language = langModule.default || langModule; - // Handle TypeScript which exports tsx and typescript - if (lang === 'typescript' && language.typescript) { - languages.set(lang, language.typescript); - languages.set('tsx', language.tsx); - return language.typescript; - } - languages.set(lang, language); - return language; - } - catch { - return null; - } -} -function isTreeSitterAvailable() { - try { - require.resolve('tree-sitter'); - return true; - } - catch { - return false; - } -} -// ============================================================================ -// Parser -// ============================================================================ -class CodeParser { - constructor() { - this.parser = null; - this.initialized = false; - } - async init() { - if (this.initialized) - return true; - const loaded = await loadTreeSitter(); - if (!loaded) - return false; - this.parser = new Parser(); - this.initialized = true; - return true; - } - /** - * Detect language from file extension - */ - detectLanguage(file) { - const ext = path.extname(file).toLowerCase(); - const langMap = { - '.ts': 'typescript', - '.tsx': 'tsx', - '.js': 'javascript', - '.jsx': 'javascript', - '.mjs': 'javascript', - '.cjs': 'javascript', - '.py': 'python', - '.rs': 'rust', - '.go': 'go', - '.java': 'java', - '.c': 'c', - '.h': 'c', - '.cpp': 'cpp', - '.cc': 'cpp', - '.cxx': 'cpp', - '.hpp': 'cpp', - '.rb': 'ruby', - '.php': 'php', - }; - return langMap[ext] || 'unknown'; - } - /** - * Parse a file and return the AST - */ - async parse(file, content) { - if (!this.initialized) { - await this.init(); - } - if (!this.parser) - return null; - const lang = this.detectLanguage(file); - const language = await loadLanguage(lang); - if (!language) - return null; - this.parser.setLanguage(language); - const code = content ?? (fs.existsSync(file) ? fs.readFileSync(file, 'utf8') : ''); - const tree = this.parser.parse(code); - return this.convertNode(tree.rootNode); - } - convertNode(node) { - return { - type: node.type, - text: node.text, - startPosition: node.startPosition, - endPosition: node.endPosition, - children: node.children?.map((c) => this.convertNode(c)) || [], - }; - } - /** - * Analyze a file for functions, classes, imports, etc. - */ - async analyze(file, content) { - const start = performance.now(); - const lang = this.detectLanguage(file); - const code = content ?? (fs.existsSync(file) ? fs.readFileSync(file, 'utf8') : ''); - // Try tree-sitter first, fall back to regex - if (this.initialized && this.parser) { - const language = await loadLanguage(lang); - if (language) { - this.parser.setLanguage(language); - const tree = this.parser.parse(code); - return this.analyzeTree(file, lang, tree.rootNode, code, start); - } - } - // Regex fallback - return this.analyzeWithRegex(file, lang, code, start); - } - analyzeTree(file, lang, root, code, start) { - const imports = []; - const exports = []; - const functions = []; - const classes = []; - const variables = []; - const types = []; - const visit = (node) => { - // Imports - if (node.type === 'import_statement' || node.type === 'import_declaration') { - const imp = this.parseImport(node, lang); - if (imp) - imports.push(imp); - } - // Exports - if (node.type.includes('export')) { - const exp = this.parseExport(node, lang); - if (exp) - exports.push(exp); - } - // Functions - if (node.type.includes('function') || node.type === 'method_definition' || node.type === 'arrow_function') { - const fn = this.parseFunction(node, code, lang); - if (fn) - functions.push(fn); - } - // Classes - if (node.type === 'class_declaration' || node.type === 'class') { - const cls = this.parseClass(node, code, lang); - if (cls) - classes.push(cls); - } - // Variables - if (node.type === 'variable_declarator' || node.type === 'assignment') { - const name = this.getIdentifierName(node); - if (name) - variables.push(name); - } - // Type definitions - if (node.type === 'type_alias_declaration' || node.type === 'interface_declaration') { - const name = this.getIdentifierName(node); - if (name) - types.push(name); - } - // Recurse - for (const child of node.children || []) { - visit(child); - } - }; - visit(root); - const lines = code.split('\n').length; - const complexity = this.calculateComplexity(code); - return { - file, - language: lang, - imports, - exports, - functions, - classes, - variables, - types, - complexity, - lines, - parseTime: performance.now() - start, - }; - } - parseImport(node, lang) { - try { - const source = this.findChild(node, 'string')?.text?.replace(/['"]/g, '') || ''; - const named = []; - let defaultImport; - let namespace; - // Find import specifiers - const specifiers = this.findChild(node, 'import_clause') || node; - for (const child of specifiers.children || []) { - if (child.type === 'identifier') { - defaultImport = child.text; - } - else if (child.type === 'namespace_import') { - namespace = this.getIdentifierName(child) || undefined; - } - else if (child.type === 'named_imports') { - for (const spec of child.children || []) { - if (spec.type === 'import_specifier') { - named.push(this.getIdentifierName(spec) || ''); - } - } - } - } - return { - source, - default: defaultImport, - named: named.filter(Boolean), - namespace, - type: 'esm', - }; - } - catch { - return null; - } - } - parseExport(node, lang) { - try { - if (node.type === 'export_statement') { - const declaration = this.findChild(node, 'declaration'); - if (declaration) { - const name = this.getIdentifierName(declaration); - return { name: name || 'default', type: node.text.includes('default') ? 'default' : 'named' }; - } - } - return null; - } - catch { - return null; - } - } - parseFunction(node, code, lang) { - try { - const name = this.getIdentifierName(node) || ''; - const params = []; - let returnType; - const isAsync = node.text.includes('async'); - const isExported = node.parent?.type?.includes('export'); - // Get parameters - const paramsNode = this.findChild(node, 'formal_parameters') || this.findChild(node, 'parameters'); - if (paramsNode) { - for (const param of paramsNode.children || []) { - if (param.type === 'identifier' || param.type === 'required_parameter') { - params.push(this.getIdentifierName(param) || ''); - } - } - } - // Get return type - const returnNode = this.findChild(node, 'type_annotation'); - if (returnNode) { - returnType = returnNode.text.replace(/^:\s*/, ''); - } - // Calculate complexity - const bodyText = this.findChild(node, 'statement_block')?.text || ''; - const complexity = this.calculateComplexity(bodyText); - // Find function calls - const calls = []; - const callRegex = /(\w+)\s*\(/g; - let match; - while ((match = callRegex.exec(bodyText)) !== null) { - if (!['if', 'for', 'while', 'switch', 'catch', 'function'].includes(match[1])) { - calls.push(match[1]); - } - } - return { - name, - params: params.filter(Boolean), - returnType, - async: isAsync, - exported: isExported, - startLine: node.startPosition.row + 1, - endLine: node.endPosition.row + 1, - complexity, - calls: [...new Set(calls)], - }; - } - catch { - return null; - } - } - parseClass(node, code, lang) { - try { - const name = this.getIdentifierName(node) || ''; - let extendsClass; - const implementsList = []; - const methods = []; - const properties = []; - // Get extends/implements - const heritage = this.findChild(node, 'class_heritage'); - if (heritage) { - const extendsNode = this.findChild(heritage, 'extends_clause'); - if (extendsNode) { - extendsClass = this.getIdentifierName(extendsNode) || undefined; - } - } - // Get methods and properties - const body = this.findChild(node, 'class_body'); - if (body) { - for (const member of body.children || []) { - if (member.type === 'method_definition') { - const method = this.parseFunction(member, code, lang); - if (method) - methods.push(method); - } - else if (member.type === 'field_definition' || member.type === 'public_field_definition') { - const propName = this.getIdentifierName(member); - if (propName) - properties.push(propName); - } - } - } - return { - name, - extends: extendsClass, - implements: implementsList, - methods, - properties, - exported: node.parent?.type?.includes('export'), - startLine: node.startPosition.row + 1, - endLine: node.endPosition.row + 1, - }; - } - catch { - return null; - } - } - findChild(node, type) { - if (!node.children) - return null; - for (const child of node.children) { - if (child.type === type) - return child; - const found = this.findChild(child, type); - if (found) - return found; - } - return null; - } - getIdentifierName(node) { - if (node.type === 'identifier') - return node.text; - if (!node.children) - return null; - for (const child of node.children) { - if (child.type === 'identifier' || child.type === 'property_identifier') { - return child.text; - } - } - return null; - } - calculateComplexity(code) { - const patterns = [ - /\bif\b/g, - /\belse\b/g, - /\bfor\b/g, - /\bwhile\b/g, - /\bcase\b/g, - /\bcatch\b/g, - /\?\s*[^:]/g, // ternary - /&&/g, - /\|\|/g, - ]; - let complexity = 1; - for (const pattern of patterns) { - complexity += (code.match(pattern) || []).length; - } - return complexity; - } - analyzeWithRegex(file, lang, code, start) { - const lines = code.split('\n'); - const imports = []; - const exports = []; - const functions = []; - const classes = []; - const variables = []; - const types = []; - // Regex patterns - const importRegex = /import\s+(?:(\w+)\s*,?\s*)?(?:\{([^}]+)\}\s*)?(?:\*\s+as\s+(\w+)\s*)?from\s+['"]([^'"]+)['"]/g; - const requireRegex = /(?:const|let|var)\s+(?:(\w+)|\{([^}]+)\})\s*=\s*require\s*\(['"]([^'"]+)['"]\)/g; - const exportRegex = /export\s+(?:(default)\s+)?(?:(class|function|const|let|var|interface|type)\s+)?(\w+)?/g; - const functionRegex = /(?:export\s+)?(?:async\s+)?function\s+(\w+)\s*\(([^)]*)\)/g; - const arrowRegex = /(?:const|let|var)\s+(\w+)\s*=\s*(?:async\s*)?\([^)]*\)\s*=>/g; - const classRegex = /(?:export\s+)?class\s+(\w+)(?:\s+extends\s+(\w+))?/g; - const typeRegex = /(?:export\s+)?(?:type|interface)\s+(\w+)/g; - // Parse imports - let match; - while ((match = importRegex.exec(code)) !== null) { - imports.push({ - source: match[4], - default: match[1], - named: match[2] ? match[2].split(',').map(s => s.trim().split(/\s+as\s+/)[0]) : [], - namespace: match[3], - type: 'esm', - }); - } - while ((match = requireRegex.exec(code)) !== null) { - imports.push({ - source: match[3], - default: match[1], - named: match[2] ? match[2].split(',').map(s => s.trim()) : [], - type: 'commonjs', - }); - } - // Parse exports - while ((match = exportRegex.exec(code)) !== null) { - if (match[3]) { - exports.push({ - name: match[3], - type: match[1] === 'default' ? 'default' : 'named', - }); - } - } - // Parse functions - while ((match = functionRegex.exec(code)) !== null) { - functions.push({ - name: match[1], - params: match[2].split(',').map(p => p.trim().split(/[:\s]/)[0]).filter(Boolean), - async: code.substring(match.index - 10, match.index).includes('async'), - exported: code.substring(match.index - 10, match.index).includes('export'), - startLine: code.substring(0, match.index).split('\n').length, - endLine: 0, - complexity: 1, - calls: [], - }); - } - while ((match = arrowRegex.exec(code)) !== null) { - functions.push({ - name: match[1], - params: [], - async: code.substring(match.index, match.index + 50).includes('async'), - exported: false, - startLine: code.substring(0, match.index).split('\n').length, - endLine: 0, - complexity: 1, - calls: [], - }); - } - // Parse classes - while ((match = classRegex.exec(code)) !== null) { - classes.push({ - name: match[1], - extends: match[2], - implements: [], - methods: [], - properties: [], - exported: code.substring(match.index - 10, match.index).includes('export'), - startLine: code.substring(0, match.index).split('\n').length, - endLine: 0, - }); - } - // Parse types - while ((match = typeRegex.exec(code)) !== null) { - types.push(match[1]); - } - return { - file, - language: lang, - imports, - exports, - functions, - classes, - variables, - types, - complexity: this.calculateComplexity(code), - lines: lines.length, - parseTime: performance.now() - start, - }; - } - /** - * Get all symbols (functions, classes, types) in a file - */ - async getSymbols(file) { - const analysis = await this.analyze(file); - return [ - ...analysis.functions.map(f => f.name), - ...analysis.classes.map(c => c.name), - ...analysis.types, - ...analysis.variables, - ]; - } - /** - * Get the call graph for a file - */ - async getCallGraph(file) { - const analysis = await this.analyze(file); - const graph = new Map(); - for (const fn of analysis.functions) { - graph.set(fn.name, fn.calls); - } - for (const cls of analysis.classes) { - for (const method of cls.methods) { - graph.set(`${cls.name}.${method.name}`, method.calls); - } - } - return graph; - } -} -exports.CodeParser = CodeParser; -// ============================================================================ -// Singleton -// ============================================================================ -let parserInstance = null; -function getCodeParser() { - if (!parserInstance) { - parserInstance = new CodeParser(); - } - return parserInstance; -} -async function initCodeParser() { - const parser = getCodeParser(); - await parser.init(); - return parser; -} -exports.default = CodeParser; -//# sourceMappingURL=ast-parser.js.map \ No newline at end of file diff --git a/npm/packages/ruvector/src/core/ast-parser.js.map b/npm/packages/ruvector/src/core/ast-parser.js.map deleted file mode 100644 index cc8c67874a..0000000000 --- a/npm/packages/ruvector/src/core/ast-parser.js.map +++ /dev/null @@ -1 +0,0 @@ -{"version":3,"file":"ast-parser.js","sourceRoot":"","sources":["ast-parser.ts"],"names":[],"mappings":";AAAA;;;;;;;GAOG;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;AAgEH,sDAOC;AAkkBD,sCAKC;AAED,wCAIC;AAlpBD,uCAAyB;AACzB,2CAA6B;AAE7B,0BAA0B;AAC1B,IAAI,MAAM,GAAQ,IAAI,CAAC;AACvB,IAAI,SAAS,GAAqB,IAAI,GAAG,EAAE,CAAC;AAC5C,IAAI,WAAW,GAAiB,IAAI,CAAC;AAErC,KAAK,UAAU,cAAc;IAC3B,IAAI,MAAM;QAAE,OAAO,IAAI,CAAC;IACxB,IAAI,WAAW;QAAE,OAAO,KAAK,CAAC;IAE9B,IAAI,CAAC;QACH,6CAA6C;QAC7C,MAAM,GAAG,OAAO,CAAC,aAAa,CAAC,CAAC;QAChC,OAAO,IAAI,CAAC;IACd,CAAC;IAAC,OAAO,CAAM,EAAE,CAAC;QAChB,WAAW,GAAG,IAAI,KAAK,CACrB,8BAA8B,CAAC,CAAC,OAAO,IAAI;YAC3C,wGAAwG,CACzG,CAAC;QACF,OAAO,KAAK,CAAC;IACf,CAAC;AACH,CAAC;AAED,KAAK,UAAU,YAAY,CAAC,IAAY;IACtC,IAAI,SAAS,CAAC,GAAG,CAAC,IAAI,CAAC;QAAE,OAAO,SAAS,CAAC,GAAG,CAAC,IAAI,CAAC,CAAC;IAEpD,MAAM,YAAY,GAA2B;QAC3C,UAAU,EAAE,wBAAwB;QACpC,UAAU,EAAE,wBAAwB;QACpC,MAAM,EAAE,oBAAoB;QAC5B,IAAI,EAAE,kBAAkB;QACxB,EAAE,EAAE,gBAAgB;QACpB,IAAI,EAAE,kBAAkB;QACxB,CAAC,EAAE,eAAe;QAClB,GAAG,EAAE,iBAAiB;QACtB,IAAI,EAAE,kBAAkB;QACxB,GAAG,EAAE,iBAAiB;KACvB,CAAC;IAEF,MAAM,GAAG,GAAG,YAAY,CAAC,IAAI,CAAC,CAAC;IAC/B,IAAI,CAAC,GAAG;QAAE,OAAO,IAAI,CAAC;IAEtB,IAAI,CAAC;QACH,MAAM,UAAU,GAAG,yBAAa,GAAG,uCAAC,CAAC;QACrC,MAAM,QAAQ,GAAG,UAAU,CAAC,OAAO,IAAI,UAAU,CAAC;QAElD,qDAAqD;QACrD,IAAI,IAAI,KAAK,YAAY,IAAI,QAAQ,CAAC,UAAU,EAAE,CAAC;YACjD,SAAS,CAAC,GAAG,CAAC,IAAI,EAAE,QAAQ,CAAC,UAAU,CAAC,CAAC;YACzC,SAAS,CAAC,GAAG,CAAC,KAAK,EAAE,QAAQ,CAAC,GAAG,CAAC,CAAC;YACnC,OAAO,QAAQ,CAAC,UAAU,CAAC;QAC7B,CAAC;QAED,SAAS,CAAC,GAAG,CAAC,IAAI,EAAE,QAAQ,CAAC,CAAC;QAC9B,OAAO,QAAQ,CAAC;IAClB,CAAC;IAAC,MAAM,CAAC;QACP,OAAO,IAAI,CAAC;IACd,CAAC;AACH,CAAC;AAED,SAAgB,qBAAqB;IACnC,IAAI,CAAC;QACH,OAAO,CAAC,OAAO,CAAC,aAAa,CAAC,CAAC;QAC/B,OAAO,IAAI,CAAC;IACd,CAAC;IAAC,MAAM,CAAC;QACP,OAAO,KAAK,CAAC;IACf,CAAC;AACH,CAAC;AAkED,+EAA+E;AAC/E,SAAS;AACT,+EAA+E;AAE/E,MAAa,UAAU;IAAvB;QACU,WAAM,GAAQ,IAAI,CAAC;QACnB,gBAAW,GAAG,KAAK,CAAC;IAkf9B,CAAC;IAhfC,KAAK,CAAC,IAAI;QACR,IAAI,IAAI,CAAC,WAAW;YAAE,OAAO,IAAI,CAAC;QAElC,MAAM,MAAM,GAAG,MAAM,cAAc,EAAE,CAAC;QACtC,IAAI,CAAC,MAAM;YAAE,OAAO,KAAK,CAAC;QAE1B,IAAI,CAAC,MAAM,GAAG,IAAI,MAAM,EAAE,CAAC;QAC3B,IAAI,CAAC,WAAW,GAAG,IAAI,CAAC;QACxB,OAAO,IAAI,CAAC;IACd,CAAC;IAED;;OAEG;IACH,cAAc,CAAC,IAAY;QACzB,MAAM,GAAG,GAAG,IAAI,CAAC,OAAO,CAAC,IAAI,CAAC,CAAC,WAAW,EAAE,CAAC;QAC7C,MAAM,OAAO,GAA2B;YACtC,KAAK,EAAE,YAAY;YACnB,MAAM,EAAE,KAAK;YACb,KAAK,EAAE,YAAY;YACnB,MAAM,EAAE,YAAY;YACpB,MAAM,EAAE,YAAY;YACpB,MAAM,EAAE,YAAY;YACpB,KAAK,EAAE,QAAQ;YACf,KAAK,EAAE,MAAM;YACb,KAAK,EAAE,IAAI;YACX,OAAO,EAAE,MAAM;YACf,IAAI,EAAE,GAAG;YACT,IAAI,EAAE,GAAG;YACT,MAAM,EAAE,KAAK;YACb,KAAK,EAAE,KAAK;YACZ,MAAM,EAAE,KAAK;YACb,MAAM,EAAE,KAAK;YACb,KAAK,EAAE,MAAM;YACb,MAAM,EAAE,KAAK;SACd,CAAC;QACF,OAAO,OAAO,CAAC,GAAG,CAAC,IAAI,SAAS,CAAC;IACnC,CAAC;IAED;;OAEG;IACH,KAAK,CAAC,KAAK,CAAC,IAAY,EAAE,OAAgB;QACxC,IAAI,CAAC,IAAI,CAAC,WAAW,EAAE,CAAC;YACtB,MAAM,IAAI,CAAC,IAAI,EAAE,CAAC;QACpB,CAAC;QACD,IAAI,CAAC,IAAI,CAAC,MAAM;YAAE,OAAO,IAAI,CAAC;QAE9B,MAAM,IAAI,GAAG,IAAI,CAAC,cAAc,CAAC,IAAI,CAAC,CAAC;QACvC,MAAM,QAAQ,GAAG,MAAM,YAAY,CAAC,IAAI,CAAC,CAAC;QAC1C,IAAI,CAAC,QAAQ;YAAE,OAAO,IAAI,CAAC;QAE3B,IAAI,CAAC,MAAM,CAAC,WAAW,CAAC,QAAQ,CAAC,CAAC;QAElC,MAAM,IAAI,GAAG,OAAO,IAAI,CAAC,EAAE,CAAC,UAAU,CAAC,IAAI,CAAC,CAAC,CAAC,CAAC,EAAE,CAAC,YAAY,CAAC,IAAI,EAAE,MAAM,CAAC,CAAC,CAAC,CAAC,EAAE,CAAC,CAAC;QACnF,MAAM,IAAI,GAAG,IAAI,CAAC,MAAM,CAAC,KAAK,CAAC,IAAI,CAAC,CAAC;QAErC,OAAO,IAAI,CAAC,WAAW,CAAC,IAAI,CAAC,QAAQ,CAAC,CAAC;IACzC,CAAC;IAEO,WAAW,CAAC,IAAS;QAC3B,OAAO;YACL,IAAI,EAAE,IAAI,CAAC,IAAI;YACf,IAAI,EAAE,IAAI,CAAC,IAAI;YACf,aAAa,EAAE,IAAI,CAAC,aAAa;YACjC,WAAW,EAAE,IAAI,CAAC,WAAW;YAC7B,QAAQ,EAAE,IAAI,CAAC,QAAQ,EAAE,GAAG,CAAC,CAAC,CAAM,EAAE,EAAE,CAAC,IAAI,CAAC,WAAW,CAAC,CAAC,CAAC,CAAC,IAAI,EAAE;SACpE,CAAC;IACJ,CAAC;IAED;;OAEG;IACH,KAAK,CAAC,OAAO,CAAC,IAAY,EAAE,OAAgB;QAC1C,MAAM,KAAK,GAAG,WAAW,CAAC,GAAG,EAAE,CAAC;QAChC,MAAM,IAAI,GAAG,IAAI,CAAC,cAAc,CAAC,IAAI,CAAC,CAAC;QACvC,MAAM,IAAI,GAAG,OAAO,IAAI,CAAC,EAAE,CAAC,UAAU,CAAC,IAAI,CAAC,CAAC,CAAC,CAAC,EAAE,CAAC,YAAY,CAAC,IAAI,EAAE,MAAM,CAAC,CAAC,CAAC,CAAC,EAAE,CAAC,CAAC;QAEnF,4CAA4C;QAC5C,IAAI,IAAI,CAAC,WAAW,IAAI,IAAI,CAAC,MAAM,EAAE,CAAC;YACpC,MAAM,QAAQ,GAAG,MAAM,YAAY,CAAC,IAAI,CAAC,CAAC;YAC1C,IAAI,QAAQ,EAAE,CAAC;gBACb,IAAI,CAAC,MAAM,CAAC,WAAW,CAAC,QAAQ,CAAC,CAAC;gBAClC,MAAM,IAAI,GAAG,IAAI,CAAC,MAAM,CAAC,KAAK,CAAC,IAAI,CAAC,CAAC;gBACrC,OAAO,IAAI,CAAC,WAAW,CAAC,IAAI,EAAE,IAAI,EAAE,IAAI,CAAC,QAAQ,EAAE,IAAI,EAAE,KAAK,CAAC,CAAC;YAClE,CAAC;QACH,CAAC;QAED,iBAAiB;QACjB,OAAO,IAAI,CAAC,gBAAgB,CAAC,IAAI,EAAE,IAAI,EAAE,IAAI,EAAE,KAAK,CAAC,CAAC;IACxD,CAAC;IAEO,WAAW,CAAC,IAAY,EAAE,IAAY,EAAE,IAAS,EAAE,IAAY,EAAE,KAAa;QACpF,MAAM,OAAO,GAAiB,EAAE,CAAC;QACjC,MAAM,OAAO,GAAiB,EAAE,CAAC;QACjC,MAAM,SAAS,GAAmB,EAAE,CAAC;QACrC,MAAM,OAAO,GAAgB,EAAE,CAAC;QAChC,MAAM,SAAS,GAAa,EAAE,CAAC;QAC/B,MAAM,KAAK,GAAa,EAAE,CAAC;QAE3B,MAAM,KAAK,GAAG,CAAC,IAAS,EAAE,EAAE;YAC1B,UAAU;YACV,IAAI,IAAI,CAAC,IAAI,KAAK,kBAAkB,IAAI,IAAI,CAAC,IAAI,KAAK,oBAAoB,EAAE,CAAC;gBAC3E,MAAM,GAAG,GAAG,IAAI,CAAC,WAAW,CAAC,IAAI,EAAE,IAAI,CAAC,CAAC;gBACzC,IAAI,GAAG;oBAAE,OAAO,CAAC,IAAI,CAAC,GAAG,CAAC,CAAC;YAC7B,CAAC;YAED,UAAU;YACV,IAAI,IAAI,CAAC,IAAI,CAAC,QAAQ,CAAC,QAAQ,CAAC,EAAE,CAAC;gBACjC,MAAM,GAAG,GAAG,IAAI,CAAC,WAAW,CAAC,IAAI,EAAE,IAAI,CAAC,CAAC;gBACzC,IAAI,GAAG;oBAAE,OAAO,CAAC,IAAI,CAAC,GAAG,CAAC,CAAC;YAC7B,CAAC;YAED,YAAY;YACZ,IAAI,IAAI,CAAC,IAAI,CAAC,QAAQ,CAAC,UAAU,CAAC,IAAI,IAAI,CAAC,IAAI,KAAK,mBAAmB,IAAI,IAAI,CAAC,IAAI,KAAK,gBAAgB,EAAE,CAAC;gBAC1G,MAAM,EAAE,GAAG,IAAI,CAAC,aAAa,CAAC,IAAI,EAAE,IAAI,EAAE,IAAI,CAAC,CAAC;gBAChD,IAAI,EAAE;oBAAE,SAAS,CAAC,IAAI,CAAC,EAAE,CAAC,CAAC;YAC7B,CAAC;YAED,UAAU;YACV,IAAI,IAAI,CAAC,IAAI,KAAK,mBAAmB,IAAI,IAAI,CAAC,IAAI,KAAK,OAAO,EAAE,CAAC;gBAC/D,MAAM,GAAG,GAAG,IAAI,CAAC,UAAU,CAAC,IAAI,EAAE,IAAI,EAAE,IAAI,CAAC,CAAC;gBAC9C,IAAI,GAAG;oBAAE,OAAO,CAAC,IAAI,CAAC,GAAG,CAAC,CAAC;YAC7B,CAAC;YAED,YAAY;YACZ,IAAI,IAAI,CAAC,IAAI,KAAK,qBAAqB,IAAI,IAAI,CAAC,IAAI,KAAK,YAAY,EAAE,CAAC;gBACtE,MAAM,IAAI,GAAG,IAAI,CAAC,iBAAiB,CAAC,IAAI,CAAC,CAAC;gBAC1C,IAAI,IAAI;oBAAE,SAAS,CAAC,IAAI,CAAC,IAAI,CAAC,CAAC;YACjC,CAAC;YAED,mBAAmB;YACnB,IAAI,IAAI,CAAC,IAAI,KAAK,wBAAwB,IAAI,IAAI,CAAC,IAAI,KAAK,uBAAuB,EAAE,CAAC;gBACpF,MAAM,IAAI,GAAG,IAAI,CAAC,iBAAiB,CAAC,IAAI,CAAC,CAAC;gBAC1C,IAAI,IAAI;oBAAE,KAAK,CAAC,IAAI,CAAC,IAAI,CAAC,CAAC;YAC7B,CAAC;YAED,UAAU;YACV,KAAK,MAAM,KAAK,IAAI,IAAI,CAAC,QAAQ,IAAI,EAAE,EAAE,CAAC;gBACxC,KAAK,CAAC,KAAK,CAAC,CAAC;YACf,CAAC;QACH,CAAC,CAAC;QAEF,KAAK,CAAC,IAAI,CAAC,CAAC;QAEZ,MAAM,KAAK,GAAG,IAAI,CAAC,KAAK,CAAC,IAAI,CAAC,CAAC,MAAM,CAAC;QACtC,MAAM,UAAU,GAAG,IAAI,CAAC,mBAAmB,CAAC,IAAI,CAAC,CAAC;QAElD,OAAO;YACL,IAAI;YACJ,QAAQ,EAAE,IAAI;YACd,OAAO;YACP,OAAO;YACP,SAAS;YACT,OAAO;YACP,SAAS;YACT,KAAK;YACL,UAAU;YACV,KAAK;YACL,SAAS,EAAE,WAAW,CAAC,GAAG,EAAE,GAAG,KAAK;SACrC,CAAC;IACJ,CAAC;IAEO,WAAW,CAAC,IAAS,EAAE,IAAY;QACzC,IAAI,CAAC;YACH,MAAM,MAAM,GAAG,IAAI,CAAC,SAAS,CAAC,IAAI,EAAE,QAAQ,CAAC,EAAE,IAAI,EAAE,OAAO,CAAC,OAAO,EAAE,EAAE,CAAC,IAAI,EAAE,CAAC;YAChF,MAAM,KAAK,GAAa,EAAE,CAAC;YAC3B,IAAI,aAAiC,CAAC;YACtC,IAAI,SAA6B,CAAC;YAElC,yBAAyB;YACzB,MAAM,UAAU,GAAG,IAAI,CAAC,SAAS,CAAC,IAAI,EAAE,eAAe,CAAC,IAAI,IAAI,CAAC;YACjE,KAAK,MAAM,KAAK,IAAI,UAAU,CAAC,QAAQ,IAAI,EAAE,EAAE,CAAC;gBAC9C,IAAI,KAAK,CAAC,IAAI,KAAK,YAAY,EAAE,CAAC;oBAChC,aAAa,GAAG,KAAK,CAAC,IAAI,CAAC;gBAC7B,CAAC;qBAAM,IAAI,KAAK,CAAC,IAAI,KAAK,kBAAkB,EAAE,CAAC;oBAC7C,SAAS,GAAG,IAAI,CAAC,iBAAiB,CAAC,KAAK,CAAC,IAAI,SAAS,CAAC;gBACzD,CAAC;qBAAM,IAAI,KAAK,CAAC,IAAI,KAAK,eAAe,EAAE,CAAC;oBAC1C,KAAK,MAAM,IAAI,IAAI,KAAK,CAAC,QAAQ,IAAI,EAAE,EAAE,CAAC;wBACxC,IAAI,IAAI,CAAC,IAAI,KAAK,kBAAkB,EAAE,CAAC;4BACrC,KAAK,CAAC,IAAI,CAAC,IAAI,CAAC,iBAAiB,CAAC,IAAI,CAAC,IAAI,EAAE,CAAC,CAAC;wBACjD,CAAC;oBACH,CAAC;gBACH,CAAC;YACH,CAAC;YAED,OAAO;gBACL,MAAM;gBACN,OAAO,EAAE,aAAa;gBACtB,KAAK,EAAE,KAAK,CAAC,MAAM,CAAC,OAAO,CAAC;gBAC5B,SAAS;gBACT,IAAI,EAAE,KAAK;aACZ,CAAC;QACJ,CAAC;QAAC,MAAM,CAAC;YACP,OAAO,IAAI,CAAC;QACd,CAAC;IACH,CAAC;IAEO,WAAW,CAAC,IAAS,EAAE,IAAY;QACzC,IAAI,CAAC;YACH,IAAI,IAAI,CAAC,IAAI,KAAK,kBAAkB,EAAE,CAAC;gBACrC,MAAM,WAAW,GAAG,IAAI,CAAC,SAAS,CAAC,IAAI,EAAE,aAAa,CAAC,CAAC;gBACxD,IAAI,WAAW,EAAE,CAAC;oBAChB,MAAM,IAAI,GAAG,IAAI,CAAC,iBAAiB,CAAC,WAAW,CAAC,CAAC;oBACjD,OAAO,EAAE,IAAI,EAAE,IAAI,IAAI,SAAS,EAAE,IAAI,EAAE,IAAI,CAAC,IAAI,CAAC,QAAQ,CAAC,SAAS,CAAC,CAAC,CAAC,CAAC,SAAS,CAAC,CAAC,CAAC,OAAO,EAAE,CAAC;gBAChG,CAAC;YACH,CAAC;YACD,OAAO,IAAI,CAAC;QACd,CAAC;QAAC,MAAM,CAAC;YACP,OAAO,IAAI,CAAC;QACd,CAAC;IACH,CAAC;IAEO,aAAa,CAAC,IAAS,EAAE,IAAY,EAAE,IAAY;QACzD,IAAI,CAAC;YACH,MAAM,IAAI,GAAG,IAAI,CAAC,iBAAiB,CAAC,IAAI,CAAC,IAAI,aAAa,CAAC;YAC3D,MAAM,MAAM,GAAa,EAAE,CAAC;YAC5B,IAAI,UAA8B,CAAC;YACnC,MAAM,OAAO,GAAG,IAAI,CAAC,IAAI,CAAC,QAAQ,CAAC,OAAO,CAAC,CAAC;YAC5C,MAAM,UAAU,GAAG,IAAI,CAAC,MAAM,EAAE,IAAI,EAAE,QAAQ,CAAC,QAAQ,CAAC,CAAC;YAEzD,iBAAiB;YACjB,MAAM,UAAU,GAAG,IAAI,CAAC,SAAS,CAAC,IAAI,EAAE,mBAAmB,CAAC,IAAI,IAAI,CAAC,SAAS,CAAC,IAAI,EAAE,YAAY,CAAC,CAAC;YACnG,IAAI,UAAU,EAAE,CAAC;gBACf,KAAK,MAAM,KAAK,IAAI,UAAU,CAAC,QAAQ,IAAI,EAAE,EAAE,CAAC;oBAC9C,IAAI,KAAK,CAAC,IAAI,KAAK,YAAY,IAAI,KAAK,CAAC,IAAI,KAAK,oBAAoB,EAAE,CAAC;wBACvE,MAAM,CAAC,IAAI,CAAC,IAAI,CAAC,iBAAiB,CAAC,KAAK,CAAC,IAAI,EAAE,CAAC,CAAC;oBACnD,CAAC;gBACH,CAAC;YACH,CAAC;YAED,kBAAkB;YAClB,MAAM,UAAU,GAAG,IAAI,CAAC,SAAS,CAAC,IAAI,EAAE,iBAAiB,CAAC,CAAC;YAC3D,IAAI,UAAU,EAAE,CAAC;gBACf,UAAU,GAAG,UAAU,CAAC,IAAI,CAAC,OAAO,CAAC,OAAO,EAAE,EAAE,CAAC,CAAC;YACpD,CAAC;YAED,uBAAuB;YACvB,MAAM,QAAQ,GAAG,IAAI,CAAC,SAAS,CAAC,IAAI,EAAE,iBAAiB,CAAC,EAAE,IAAI,IAAI,EAAE,CAAC;YACrE,MAAM,UAAU,GAAG,IAAI,CAAC,mBAAmB,CAAC,QAAQ,CAAC,CAAC;YAEtD,sBAAsB;YACtB,MAAM,KAAK,GAAa,EAAE,CAAC;YAC3B,MAAM,SAAS,GAAG,aAAa,CAAC;YAChC,IAAI,KAAK,CAAC;YACV,OAAO,CAAC,KAAK,GAAG,SAAS,CAAC,IAAI,CAAC,QAAQ,CAAC,CAAC,KAAK,IAAI,EAAE,CAAC;gBACnD,IAAI,CAAC,CAAC,IAAI,EAAE,KAAK,EAAE,OAAO,EAAE,QAAQ,EAAE,OAAO,EAAE,UAAU,CAAC,CAAC,QAAQ,CAAC,KAAK,CAAC,CAAC,CAAC,CAAC,EAAE,CAAC;oBAC9E,KAAK,CAAC,IAAI,CAAC,KAAK,CAAC,CAAC,CAAC,CAAC,CAAC;gBACvB,CAAC;YACH,CAAC;YAED,OAAO;gBACL,IAAI;gBACJ,MAAM,EAAE,MAAM,CAAC,MAAM,CAAC,OAAO,CAAC;gBAC9B,UAAU;gBACV,KAAK,EAAE,OAAO;gBACd,QAAQ,EAAE,UAAU;gBACpB,SAAS,EAAE,IAAI,CAAC,aAAa,CAAC,GAAG,GAAG,CAAC;gBACrC,OAAO,EAAE,IAAI,CAAC,WAAW,CAAC,GAAG,GAAG,CAAC;gBACjC,UAAU;gBACV,KAAK,EAAE,CAAC,GAAG,IAAI,GAAG,CAAC,KAAK,CAAC,CAAC;aAC3B,CAAC;QACJ,CAAC;QAAC,MAAM,CAAC;YACP,OAAO,IAAI,CAAC;QACd,CAAC;IACH,CAAC;IAEO,UAAU,CAAC,IAAS,EAAE,IAAY,EAAE,IAAY;QACtD,IAAI,CAAC;YACH,MAAM,IAAI,GAAG,IAAI,CAAC,iBAAiB,CAAC,IAAI,CAAC,IAAI,aAAa,CAAC;YAC3D,IAAI,YAAgC,CAAC;YACrC,MAAM,cAAc,GAAa,EAAE,CAAC;YACpC,MAAM,OAAO,GAAmB,EAAE,CAAC;YACnC,MAAM,UAAU,GAAa,EAAE,CAAC;YAEhC,yBAAyB;YACzB,MAAM,QAAQ,GAAG,IAAI,CAAC,SAAS,CAAC,IAAI,EAAE,gBAAgB,CAAC,CAAC;YACxD,IAAI,QAAQ,EAAE,CAAC;gBACb,MAAM,WAAW,GAAG,IAAI,CAAC,SAAS,CAAC,QAAQ,EAAE,gBAAgB,CAAC,CAAC;gBAC/D,IAAI,WAAW,EAAE,CAAC;oBAChB,YAAY,GAAG,IAAI,CAAC,iBAAiB,CAAC,WAAW,CAAC,IAAI,SAAS,CAAC;gBAClE,CAAC;YACH,CAAC;YAED,6BAA6B;YAC7B,MAAM,IAAI,GAAG,IAAI,CAAC,SAAS,CAAC,IAAI,EAAE,YAAY,CAAC,CAAC;YAChD,IAAI,IAAI,EAAE,CAAC;gBACT,KAAK,MAAM,MAAM,IAAI,IAAI,CAAC,QAAQ,IAAI,EAAE,EAAE,CAAC;oBACzC,IAAI,MAAM,CAAC,IAAI,KAAK,mBAAmB,EAAE,CAAC;wBACxC,MAAM,MAAM,GAAG,IAAI,CAAC,aAAa,CAAC,MAAM,EAAE,IAAI,EAAE,IAAI,CAAC,CAAC;wBACtD,IAAI,MAAM;4BAAE,OAAO,CAAC,IAAI,CAAC,MAAM,CAAC,CAAC;oBACnC,CAAC;yBAAM,IAAI,MAAM,CAAC,IAAI,KAAK,kBAAkB,IAAI,MAAM,CAAC,IAAI,KAAK,yBAAyB,EAAE,CAAC;wBAC3F,MAAM,QAAQ,GAAG,IAAI,CAAC,iBAAiB,CAAC,MAAM,CAAC,CAAC;wBAChD,IAAI,QAAQ;4BAAE,UAAU,CAAC,IAAI,CAAC,QAAQ,CAAC,CAAC;oBAC1C,CAAC;gBACH,CAAC;YACH,CAAC;YAED,OAAO;gBACL,IAAI;gBACJ,OAAO,EAAE,YAAY;gBACrB,UAAU,EAAE,cAAc;gBAC1B,OAAO;gBACP,UAAU;gBACV,QAAQ,EAAE,IAAI,CAAC,MAAM,EAAE,IAAI,EAAE,QAAQ,CAAC,QAAQ,CAAC;gBAC/C,SAAS,EAAE,IAAI,CAAC,aAAa,CAAC,GAAG,GAAG,CAAC;gBACrC,OAAO,EAAE,IAAI,CAAC,WAAW,CAAC,GAAG,GAAG,CAAC;aAClC,CAAC;QACJ,CAAC;QAAC,MAAM,CAAC;YACP,OAAO,IAAI,CAAC;QACd,CAAC;IACH,CAAC;IAEO,SAAS,CAAC,IAAS,EAAE,IAAY;QACvC,IAAI,CAAC,IAAI,CAAC,QAAQ;YAAE,OAAO,IAAI,CAAC;QAChC,KAAK,MAAM,KAAK,IAAI,IAAI,CAAC,QAAQ,EAAE,CAAC;YAClC,IAAI,KAAK,CAAC,IAAI,KAAK,IAAI;gBAAE,OAAO,KAAK,CAAC;YACtC,MAAM,KAAK,GAAG,IAAI,CAAC,SAAS,CAAC,KAAK,EAAE,IAAI,CAAC,CAAC;YAC1C,IAAI,KAAK;gBAAE,OAAO,KAAK,CAAC;QAC1B,CAAC;QACD,OAAO,IAAI,CAAC;IACd,CAAC;IAEO,iBAAiB,CAAC,IAAS;QACjC,IAAI,IAAI,CAAC,IAAI,KAAK,YAAY;YAAE,OAAO,IAAI,CAAC,IAAI,CAAC;QACjD,IAAI,CAAC,IAAI,CAAC,QAAQ;YAAE,OAAO,IAAI,CAAC;QAChC,KAAK,MAAM,KAAK,IAAI,IAAI,CAAC,QAAQ,EAAE,CAAC;YAClC,IAAI,KAAK,CAAC,IAAI,KAAK,YAAY,IAAI,KAAK,CAAC,IAAI,KAAK,qBAAqB,EAAE,CAAC;gBACxE,OAAO,KAAK,CAAC,IAAI,CAAC;YACpB,CAAC;QACH,CAAC;QACD,OAAO,IAAI,CAAC;IACd,CAAC;IAEO,mBAAmB,CAAC,IAAY;QACtC,MAAM,QAAQ,GAAG;YACf,SAAS;YACT,WAAW;YACX,UAAU;YACV,YAAY;YACZ,WAAW;YACX,YAAY;YACZ,YAAY,EAAE,UAAU;YACxB,KAAK;YACL,OAAO;SACR,CAAC;QAEF,IAAI,UAAU,GAAG,CAAC,CAAC;QACnB,KAAK,MAAM,OAAO,IAAI,QAAQ,EAAE,CAAC;YAC/B,UAAU,IAAI,CAAC,IAAI,CAAC,KAAK,CAAC,OAAO,CAAC,IAAI,EAAE,CAAC,CAAC,MAAM,CAAC;QACnD,CAAC;QACD,OAAO,UAAU,CAAC;IACpB,CAAC;IAEO,gBAAgB,CAAC,IAAY,EAAE,IAAY,EAAE,IAAY,EAAE,KAAa;QAC9E,MAAM,KAAK,GAAG,IAAI,CAAC,KAAK,CAAC,IAAI,CAAC,CAAC;QAC/B,MAAM,OAAO,GAAiB,EAAE,CAAC;QACjC,MAAM,OAAO,GAAiB,EAAE,CAAC;QACjC,MAAM,SAAS,GAAmB,EAAE,CAAC;QACrC,MAAM,OAAO,GAAgB,EAAE,CAAC;QAChC,MAAM,SAAS,GAAa,EAAE,CAAC;QAC/B,MAAM,KAAK,GAAa,EAAE,CAAC;QAE3B,iBAAiB;QACjB,MAAM,WAAW,GAAG,+FAA+F,CAAC;QACpH,MAAM,YAAY,GAAG,iFAAiF,CAAC;QACvG,MAAM,WAAW,GAAG,wFAAwF,CAAC;QAC7G,MAAM,aAAa,GAAG,4DAA4D,CAAC;QACnF,MAAM,UAAU,GAAG,8DAA8D,CAAC;QAClF,MAAM,UAAU,GAAG,qDAAqD,CAAC;QACzE,MAAM,SAAS,GAAG,2CAA2C,CAAC;QAE9D,gBAAgB;QAChB,IAAI,KAAK,CAAC;QACV,OAAO,CAAC,KAAK,GAAG,WAAW,CAAC,IAAI,CAAC,IAAI,CAAC,CAAC,KAAK,IAAI,EAAE,CAAC;YACjD,OAAO,CAAC,IAAI,CAAC;gBACX,MAAM,EAAE,KAAK,CAAC,CAAC,CAAC;gBAChB,OAAO,EAAE,KAAK,CAAC,CAAC,CAAC;gBACjB,KAAK,EAAE,KAAK,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,KAAK,CAAC,CAAC,CAAC,CAAC,KAAK,CAAC,GAAG,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,EAAE,CAAC,CAAC,CAAC,IAAI,EAAE,CAAC,KAAK,CAAC,UAAU,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,EAAE;gBAClF,SAAS,EAAE,KAAK,CAAC,CAAC,CAAC;gBACnB,IAAI,EAAE,KAAK;aACZ,CAAC,CAAC;QACL,CAAC;QAED,OAAO,CAAC,KAAK,GAAG,YAAY,CAAC,IAAI,CAAC,IAAI,CAAC,CAAC,KAAK,IAAI,EAAE,CAAC;YAClD,OAAO,CAAC,IAAI,CAAC;gBACX,MAAM,EAAE,KAAK,CAAC,CAAC,CAAC;gBAChB,OAAO,EAAE,KAAK,CAAC,CAAC,CAAC;gBACjB,KAAK,EAAE,KAAK,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,KAAK,CAAC,CAAC,CAAC,CAAC,KAAK,CAAC,GAAG,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,EAAE,CAAC,CAAC,CAAC,IAAI,EAAE,CAAC,CAAC,CAAC,CAAC,EAAE;gBAC7D,IAAI,EAAE,UAAU;aACjB,CAAC,CAAC;QACL,CAAC;QAED,gBAAgB;QAChB,OAAO,CAAC,KAAK,GAAG,WAAW,CAAC,IAAI,CAAC,IAAI,CAAC,CAAC,KAAK,IAAI,EAAE,CAAC;YACjD,IAAI,KAAK,CAAC,CAAC,CAAC,EAAE,CAAC;gBACb,OAAO,CAAC,IAAI,CAAC;oBACX,IAAI,EAAE,KAAK,CAAC,CAAC,CAAC;oBACd,IAAI,EAAE,KAAK,CAAC,CAAC,CAAC,KAAK,SAAS,CAAC,CAAC,CAAC,SAAS,CAAC,CAAC,CAAC,OAAO;iBACnD,CAAC,CAAC;YACL,CAAC;QACH,CAAC;QAED,kBAAkB;QAClB,OAAO,CAAC,KAAK,GAAG,aAAa,CAAC,IAAI,CAAC,IAAI,CAAC,CAAC,KAAK,IAAI,EAAE,CAAC;YACnD,SAAS,CAAC,IAAI,CAAC;gBACb,IAAI,EAAE,KAAK,CAAC,CAAC,CAAC;gBACd,MAAM,EAAE,KAAK,CAAC,CAAC,CAAC,CAAC,KAAK,CAAC,GAAG,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,EAAE,CAAC,CAAC,CAAC,IAAI,EAAE,CAAC,KAAK,CAAC,OAAO,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,MAAM,CAAC,OAAO,CAAC;gBAChF,KAAK,EAAE,IAAI,CAAC,SAAS,CAAC,KAAK,CAAC,KAAK,GAAG,EAAE,EAAE,KAAK,CAAC,KAAK,CAAC,CAAC,QAAQ,CAAC,OAAO,CAAC;gBACtE,QAAQ,EAAE,IAAI,CAAC,SAAS,CAAC,KAAK,CAAC,KAAK,GAAG,EAAE,EAAE,KAAK,CAAC,KAAK,CAAC,CAAC,QAAQ,CAAC,QAAQ,CAAC;gBAC1E,SAAS,EAAE,IAAI,CAAC,SAAS,CAAC,CAAC,EAAE,KAAK,CAAC,KAAK,CAAC,CAAC,KAAK,CAAC,IAAI,CAAC,CAAC,MAAM;gBAC5D,OAAO,EAAE,CAAC;gBACV,UAAU,EAAE,CAAC;gBACb,KAAK,EAAE,EAAE;aACV,CAAC,CAAC;QACL,CAAC;QAED,OAAO,CAAC,KAAK,GAAG,UAAU,CAAC,IAAI,CAAC,IAAI,CAAC,CAAC,KAAK,IAAI,EAAE,CAAC;YAChD,SAAS,CAAC,IAAI,CAAC;gBACb,IAAI,EAAE,KAAK,CAAC,CAAC,CAAC;gBACd,MAAM,EAAE,EAAE;gBACV,KAAK,EAAE,IAAI,CAAC,SAAS,CAAC,KAAK,CAAC,KAAK,EAAE,KAAK,CAAC,KAAK,GAAG,EAAE,CAAC,CAAC,QAAQ,CAAC,OAAO,CAAC;gBACtE,QAAQ,EAAE,KAAK;gBACf,SAAS,EAAE,IAAI,CAAC,SAAS,CAAC,CAAC,EAAE,KAAK,CAAC,KAAK,CAAC,CAAC,KAAK,CAAC,IAAI,CAAC,CAAC,MAAM;gBAC5D,OAAO,EAAE,CAAC;gBACV,UAAU,EAAE,CAAC;gBACb,KAAK,EAAE,EAAE;aACV,CAAC,CAAC;QACL,CAAC;QAED,gBAAgB;QAChB,OAAO,CAAC,KAAK,GAAG,UAAU,CAAC,IAAI,CAAC,IAAI,CAAC,CAAC,KAAK,IAAI,EAAE,CAAC;YAChD,OAAO,CAAC,IAAI,CAAC;gBACX,IAAI,EAAE,KAAK,CAAC,CAAC,CAAC;gBACd,OAAO,EAAE,KAAK,CAAC,CAAC,CAAC;gBACjB,UAAU,EAAE,EAAE;gBACd,OAAO,EAAE,EAAE;gBACX,UAAU,EAAE,EAAE;gBACd,QAAQ,EAAE,IAAI,CAAC,SAAS,CAAC,KAAK,CAAC,KAAK,GAAG,EAAE,EAAE,KAAK,CAAC,KAAK,CAAC,CAAC,QAAQ,CAAC,QAAQ,CAAC;gBAC1E,SAAS,EAAE,IAAI,CAAC,SAAS,CAAC,CAAC,EAAE,KAAK,CAAC,KAAK,CAAC,CAAC,KAAK,CAAC,IAAI,CAAC,CAAC,MAAM;gBAC5D,OAAO,EAAE,CAAC;aACX,CAAC,CAAC;QACL,CAAC;QAED,cAAc;QACd,OAAO,CAAC,KAAK,GAAG,SAAS,CAAC,IAAI,CAAC,IAAI,CAAC,CAAC,KAAK,IAAI,EAAE,CAAC;YAC/C,KAAK,CAAC,IAAI,CAAC,KAAK,CAAC,CAAC,CAAC,CAAC,CAAC;QACvB,CAAC;QAED,OAAO;YACL,IAAI;YACJ,QAAQ,EAAE,IAAI;YACd,OAAO;YACP,OAAO;YACP,SAAS;YACT,OAAO;YACP,SAAS;YACT,KAAK;YACL,UAAU,EAAE,IAAI,CAAC,mBAAmB,CAAC,IAAI,CAAC;YAC1C,KAAK,EAAE,KAAK,CAAC,MAAM;YACnB,SAAS,EAAE,WAAW,CAAC,GAAG,EAAE,GAAG,KAAK;SACrC,CAAC;IACJ,CAAC;IAED;;OAEG;IACH,KAAK,CAAC,UAAU,CAAC,IAAY;QAC3B,MAAM,QAAQ,GAAG,MAAM,IAAI,CAAC,OAAO,CAAC,IAAI,CAAC,CAAC;QAC1C,OAAO;YACL,GAAG,QAAQ,CAAC,SAAS,CAAC,GAAG,CAAC,CAAC,CAAC,EAAE,CAAC,CAAC,CAAC,IAAI,CAAC;YACtC,GAAG,QAAQ,CAAC,OAAO,CAAC,GAAG,CAAC,CAAC,CAAC,EAAE,CAAC,CAAC,CAAC,IAAI,CAAC;YACpC,GAAG,QAAQ,CAAC,KAAK;YACjB,GAAG,QAAQ,CAAC,SAAS;SACtB,CAAC;IACJ,CAAC;IAED;;OAEG;IACH,KAAK,CAAC,YAAY,CAAC,IAAY;QAC7B,MAAM,QAAQ,GAAG,MAAM,IAAI,CAAC,OAAO,CAAC,IAAI,CAAC,CAAC;QAC1C,MAAM,KAAK,GAAG,IAAI,GAAG,EAAoB,CAAC;QAE1C,KAAK,MAAM,EAAE,IAAI,QAAQ,CAAC,SAAS,EAAE,CAAC;YACpC,KAAK,CAAC,GAAG,CAAC,EAAE,CAAC,IAAI,EAAE,EAAE,CAAC,KAAK,CAAC,CAAC;QAC/B,CAAC;QAED,KAAK,MAAM,GAAG,IAAI,QAAQ,CAAC,OAAO,EAAE,CAAC;YACnC,KAAK,MAAM,MAAM,IAAI,GAAG,CAAC,OAAO,EAAE,CAAC;gBACjC,KAAK,CAAC,GAAG,CAAC,GAAG,GAAG,CAAC,IAAI,IAAI,MAAM,CAAC,IAAI,EAAE,EAAE,MAAM,CAAC,KAAK,CAAC,CAAC;YACxD,CAAC;QACH,CAAC;QAED,OAAO,KAAK,CAAC;IACf,CAAC;CACF;AApfD,gCAofC;AAED,+EAA+E;AAC/E,YAAY;AACZ,+EAA+E;AAE/E,IAAI,cAAc,GAAsB,IAAI,CAAC;AAE7C,SAAgB,aAAa;IAC3B,IAAI,CAAC,cAAc,EAAE,CAAC;QACpB,cAAc,GAAG,IAAI,UAAU,EAAE,CAAC;IACpC,CAAC;IACD,OAAO,cAAc,CAAC;AACxB,CAAC;AAEM,KAAK,UAAU,cAAc;IAClC,MAAM,MAAM,GAAG,aAAa,EAAE,CAAC;IAC/B,MAAM,MAAM,CAAC,IAAI,EAAE,CAAC;IACpB,OAAO,MAAM,CAAC;AAChB,CAAC;AAED,kBAAe,UAAU,CAAC"} \ No newline at end of file diff --git a/npm/packages/ruvector/src/core/attention-fallbacks.d.ts b/npm/packages/ruvector/src/core/attention-fallbacks.d.ts deleted file mode 100644 index a798c6a3a4..0000000000 --- a/npm/packages/ruvector/src/core/attention-fallbacks.d.ts +++ /dev/null @@ -1,321 +0,0 @@ -/** - * Attention Fallbacks - Safe wrapper around @ruvector/attention with automatic array conversion - * - * This wrapper handles the array type conversion automatically, allowing users - * to pass either regular arrays or Float32Arrays. - * - * @ruvector/attention requires Float32Array inputs. - * This wrapper handles the conversion automatically. - */ -/** - * Attention output interface - */ -export interface AttentionOutput { - /** Output vector as regular array */ - values: number[]; - /** Output as Float32Array for performance-critical code */ - raw: Float32Array; -} -/** - * Multi-head attention mechanism - * - * This wrapper automatically converts array inputs to Float32Array. - */ -export declare class MultiHeadAttention { - private inner; - readonly dim: number; - readonly numHeads: number; - /** - * Create a new multi-head attention instance - * - * @param dim - Embedding dimension (must be divisible by numHeads) - * @param numHeads - Number of attention heads - */ - constructor(dim: number, numHeads: number); - /** - * Compute multi-head attention - * - * @param query - Query vector - * @param keys - Array of key vectors - * @param values - Array of value vectors - * @returns Attention output - * - * @example - * ```typescript - * const mha = new MultiHeadAttention(64, 4); - * - * // Works with regular arrays - * const result1 = mha.compute([...64 values], [[...64], [...64]], [[...64], [...64]]); - * - * // Also works with Float32Array - * const q = new Float32Array(64); - * const k = [new Float32Array(64)]; - * const v = [new Float32Array(64)]; - * const result2 = mha.compute(q, k, v); - * ``` - */ - compute(query: number[] | Float32Array, keys: (number[] | Float32Array)[], values: (number[] | Float32Array)[]): AttentionOutput; - /** - * Compute and return raw Float32Array (faster, no conversion) - */ - computeRaw(query: Float32Array, keys: Float32Array[], values: Float32Array[]): Float32Array; - get headDim(): number; -} -/** - * Flash attention with tiled computation - */ -export declare class FlashAttention { - private inner; - readonly dim: number; - readonly blockSize: number; - /** - * Create a new flash attention instance - * - * @param dim - Embedding dimension - * @param blockSize - Block size for tiled computation (default: 512) - */ - constructor(dim: number, blockSize?: number); - /** - * Compute flash attention - */ - compute(query: number[] | Float32Array, keys: (number[] | Float32Array)[], values: (number[] | Float32Array)[]): AttentionOutput; - computeRaw(query: Float32Array, keys: Float32Array[], values: Float32Array[]): Float32Array; -} -/** - * Hyperbolic attention in Poincare ball model - */ -export declare class HyperbolicAttention { - private inner; - readonly dim: number; - readonly curvature: number; - /** - * Create a new hyperbolic attention instance - * - * @param dim - Embedding dimension - * @param curvature - Hyperbolic curvature (typically 1.0) - */ - constructor(dim: number, curvature?: number); - /** - * Compute hyperbolic attention - */ - compute(query: number[] | Float32Array, keys: (number[] | Float32Array)[], values: (number[] | Float32Array)[]): AttentionOutput; - computeRaw(query: Float32Array, keys: Float32Array[], values: Float32Array[]): Float32Array; -} -/** - * Linear attention (Performer-style) with O(n) complexity - */ -export declare class LinearAttention { - private inner; - readonly dim: number; - readonly numFeatures: number; - /** - * Create a new linear attention instance - * - * @param dim - Embedding dimension - * @param numFeatures - Number of random features - */ - constructor(dim: number, numFeatures: number); - /** - * Compute linear attention - */ - compute(query: number[] | Float32Array, keys: (number[] | Float32Array)[], values: (number[] | Float32Array)[]): AttentionOutput; - computeRaw(query: Float32Array, keys: Float32Array[], values: Float32Array[]): Float32Array; -} -/** - * Local-global attention (Longformer-style) - */ -export declare class LocalGlobalAttention { - private inner; - readonly dim: number; - readonly localWindow: number; - readonly globalTokens: number; - /** - * Create a new local-global attention instance - * - * @param dim - Embedding dimension - * @param localWindow - Size of local attention window - * @param globalTokens - Number of global attention tokens - */ - constructor(dim: number, localWindow: number, globalTokens: number); - /** - * Compute local-global attention - */ - compute(query: number[] | Float32Array, keys: (number[] | Float32Array)[], values: (number[] | Float32Array)[]): AttentionOutput; - computeRaw(query: Float32Array, keys: Float32Array[], values: Float32Array[]): Float32Array; -} -/** - * MoE configuration - */ -export interface MoEConfig { - dim: number; - numExperts: number; - topK: number; - expertCapacity?: number; -} -/** - * Mixture of Experts attention - */ -export declare class MoEAttention { - private inner; - readonly config: MoEConfig; - /** - * Create a new MoE attention instance - * - * @param config - MoE configuration - */ - constructor(config: MoEConfig); - /** - * Create with simple parameters - */ - static simple(dim: number, numExperts: number, topK: number): MoEAttention; - /** - * Compute MoE attention - */ - compute(query: number[] | Float32Array, keys: (number[] | Float32Array)[], values: (number[] | Float32Array)[]): AttentionOutput; - computeRaw(query: Float32Array, keys: Float32Array[], values: Float32Array[]): Float32Array; -} -/** - * Project a vector into the Poincare ball - */ -export declare function projectToPoincareBall(vector: number[] | Float32Array, curvature?: number): number[]; -/** - * Compute hyperbolic (Poincare) distance between two points - */ -export declare function poincareDistance(a: number[] | Float32Array, b: number[] | Float32Array, curvature?: number): number; -/** - * Mobius addition in hyperbolic space - */ -export declare function mobiusAddition(a: number[] | Float32Array, b: number[] | Float32Array, curvature?: number): number[]; -/** - * Exponential map from tangent space to hyperbolic space - */ -export declare function expMap(base: number[] | Float32Array, tangent: number[] | Float32Array, curvature?: number): number[]; -/** - * Logarithmic map from hyperbolic space to tangent space - */ -export declare function logMap(base: number[] | Float32Array, point: number[] | Float32Array, curvature?: number): number[]; -/** - * Check if attention module is available - */ -export declare function isAttentionAvailable(): boolean; -/** - * Get attention module version - */ -export declare function getAttentionVersion(): string | null; -/** - * Graph attention with Rotary Position Embeddings - * Excellent for code AST and dependency graphs - */ -export declare class GraphRoPeAttention { - private inner; - readonly dim: number; - readonly numHeads: number; - readonly maxSeqLen: number; - constructor(dim: number, numHeads?: number, maxSeqLen?: number); - compute(query: number[] | Float32Array, keys: (number[] | Float32Array)[], values: (number[] | Float32Array)[], positions?: number[]): AttentionOutput; -} -/** - * Edge-featured attention for graphs with edge attributes - * Useful for weighted dependency graphs - */ -export declare class EdgeFeaturedAttention { - private inner; - readonly dim: number; - readonly edgeDim: number; - constructor(dim: number, edgeDim?: number); - compute(query: number[] | Float32Array, keys: (number[] | Float32Array)[], values: (number[] | Float32Array)[], edgeFeatures?: (number[] | Float32Array)[]): AttentionOutput; -} -/** - * Dual-space attention (Euclidean + Hyperbolic) - * Best of both worlds for hierarchical + semantic similarity - */ -export declare class DualSpaceAttention { - private inner; - readonly dim: number; - readonly curvature: number; - readonly alpha: number; - constructor(dim: number, curvature?: number, alpha?: number); - compute(query: number[] | Float32Array, keys: (number[] | Float32Array)[], values: (number[] | Float32Array)[]): AttentionOutput; -} -/** - * Basic dot-product attention - */ -export declare class DotProductAttention { - private inner; - readonly dim: number; - constructor(dim: number); - compute(query: number[] | Float32Array, keys: (number[] | Float32Array)[], values: (number[] | Float32Array)[]): AttentionOutput; -} -/** - * Compute attention in parallel across multiple queries - */ -export declare function parallelAttentionCompute(queries: (number[] | Float32Array)[], keys: (number[] | Float32Array)[], values: (number[] | Float32Array)[], attentionType?: 'dot' | 'multi-head' | 'flash' | 'hyperbolic' | 'linear'): Promise; -/** - * Batch attention compute for multiple query-key-value sets - */ -export declare function batchAttentionCompute(batches: Array<{ - query: number[] | Float32Array; - keys: (number[] | Float32Array)[]; - values: (number[] | Float32Array)[]; -}>, attentionType?: 'dot' | 'multi-head' | 'flash' | 'hyperbolic' | 'linear'): Promise; -/** - * Async flash attention with callback - */ -export declare function computeFlashAttentionAsync(query: number[] | Float32Array, keys: (number[] | Float32Array)[], values: (number[] | Float32Array)[]): Promise; -/** - * Async hyperbolic attention - */ -export declare function computeHyperbolicAttentionAsync(query: number[] | Float32Array, keys: (number[] | Float32Array)[], values: (number[] | Float32Array)[], curvature?: number): Promise; -/** - * Adam optimizer for attention training - */ -export declare class AdamOptimizer { - private inner; - constructor(learningRate?: number, beta1?: number, beta2?: number); - step(gradients: number[] | Float32Array, params: number[] | Float32Array): number[]; -} -/** - * InfoNCE contrastive loss - */ -export declare function infoNceLoss(anchor: number[] | Float32Array, positive: number[] | Float32Array, negatives: (number[] | Float32Array)[], temperature?: number): number; -/** - * Hard negative mining for contrastive learning - */ -export declare function mineHardNegatives(anchor: number[] | Float32Array, candidates: (number[] | Float32Array)[], topK?: number): number[][]; -/** - * Benchmark attention implementations - */ -export declare function benchmarkAttention(dim: number, seqLen: number, iterations?: number): Promise>; -declare const _default: { - DotProductAttention: typeof DotProductAttention; - MultiHeadAttention: typeof MultiHeadAttention; - FlashAttention: typeof FlashAttention; - HyperbolicAttention: typeof HyperbolicAttention; - LinearAttention: typeof LinearAttention; - LocalGlobalAttention: typeof LocalGlobalAttention; - MoEAttention: typeof MoEAttention; - GraphRoPeAttention: typeof GraphRoPeAttention; - EdgeFeaturedAttention: typeof EdgeFeaturedAttention; - DualSpaceAttention: typeof DualSpaceAttention; - parallelAttentionCompute: typeof parallelAttentionCompute; - batchAttentionCompute: typeof batchAttentionCompute; - computeFlashAttentionAsync: typeof computeFlashAttentionAsync; - computeHyperbolicAttentionAsync: typeof computeHyperbolicAttentionAsync; - AdamOptimizer: typeof AdamOptimizer; - infoNceLoss: typeof infoNceLoss; - mineHardNegatives: typeof mineHardNegatives; - projectToPoincareBall: typeof projectToPoincareBall; - poincareDistance: typeof poincareDistance; - mobiusAddition: typeof mobiusAddition; - expMap: typeof expMap; - logMap: typeof logMap; - isAttentionAvailable: typeof isAttentionAvailable; - getAttentionVersion: typeof getAttentionVersion; - benchmarkAttention: typeof benchmarkAttention; -}; -export default _default; -//# sourceMappingURL=attention-fallbacks.d.ts.map \ No newline at end of file diff --git a/npm/packages/ruvector/src/core/attention-fallbacks.d.ts.map b/npm/packages/ruvector/src/core/attention-fallbacks.d.ts.map deleted file mode 100644 index 68e84ff536..0000000000 --- a/npm/packages/ruvector/src/core/attention-fallbacks.d.ts.map +++ /dev/null @@ -1 +0,0 @@ -{"version":3,"file":"attention-fallbacks.d.ts","sourceRoot":"","sources":["attention-fallbacks.ts"],"names":[],"mappings":"AAAA;;;;;;;;GAQG;AA8CH;;GAEG;AACH,MAAM,WAAW,eAAe;IAC9B,qCAAqC;IACrC,MAAM,EAAE,MAAM,EAAE,CAAC;IACjB,2DAA2D;IAC3D,GAAG,EAAE,YAAY,CAAC;CACnB;AAED;;;;GAIG;AACH,qBAAa,kBAAkB;IAC7B,OAAO,CAAC,KAAK,CAAM;IACnB,SAAgB,GAAG,EAAE,MAAM,CAAC;IAC5B,SAAgB,QAAQ,EAAE,MAAM,CAAC;IAEjC;;;;;OAKG;gBACS,GAAG,EAAE,MAAM,EAAE,QAAQ,EAAE,MAAM;IAOzC;;;;;;;;;;;;;;;;;;;;;OAqBG;IACH,OAAO,CACL,KAAK,EAAE,MAAM,EAAE,GAAG,YAAY,EAC9B,IAAI,EAAE,CAAC,MAAM,EAAE,GAAG,YAAY,CAAC,EAAE,EACjC,MAAM,EAAE,CAAC,MAAM,EAAE,GAAG,YAAY,CAAC,EAAE,GAClC,eAAe;IAYlB;;OAEG;IACH,UAAU,CACR,KAAK,EAAE,YAAY,EACnB,IAAI,EAAE,YAAY,EAAE,EACpB,MAAM,EAAE,YAAY,EAAE,GACrB,YAAY;IAIf,IAAI,OAAO,IAAI,MAAM,CAEpB;CACF;AAED;;GAEG;AACH,qBAAa,cAAc;IACzB,OAAO,CAAC,KAAK,CAAM;IACnB,SAAgB,GAAG,EAAE,MAAM,CAAC;IAC5B,SAAgB,SAAS,EAAE,MAAM,CAAC;IAElC;;;;;OAKG;gBACS,GAAG,EAAE,MAAM,EAAE,SAAS,GAAE,MAAY;IAOhD;;OAEG;IACH,OAAO,CACL,KAAK,EAAE,MAAM,EAAE,GAAG,YAAY,EAC9B,IAAI,EAAE,CAAC,MAAM,EAAE,GAAG,YAAY,CAAC,EAAE,EACjC,MAAM,EAAE,CAAC,MAAM,EAAE,GAAG,YAAY,CAAC,EAAE,GAClC,eAAe;IAYlB,UAAU,CACR,KAAK,EAAE,YAAY,EACnB,IAAI,EAAE,YAAY,EAAE,EACpB,MAAM,EAAE,YAAY,EAAE,GACrB,YAAY;CAGhB;AAED;;GAEG;AACH,qBAAa,mBAAmB;IAC9B,OAAO,CAAC,KAAK,CAAM;IACnB,SAAgB,GAAG,EAAE,MAAM,CAAC;IAC5B,SAAgB,SAAS,EAAE,MAAM,CAAC;IAElC;;;;;OAKG;gBACS,GAAG,EAAE,MAAM,EAAE,SAAS,GAAE,MAAY;IAOhD;;OAEG;IACH,OAAO,CACL,KAAK,EAAE,MAAM,EAAE,GAAG,YAAY,EAC9B,IAAI,EAAE,CAAC,MAAM,EAAE,GAAG,YAAY,CAAC,EAAE,EACjC,MAAM,EAAE,CAAC,MAAM,EAAE,GAAG,YAAY,CAAC,EAAE,GAClC,eAAe;IAYlB,UAAU,CACR,KAAK,EAAE,YAAY,EACnB,IAAI,EAAE,YAAY,EAAE,EACpB,MAAM,EAAE,YAAY,EAAE,GACrB,YAAY;CAGhB;AAED;;GAEG;AACH,qBAAa,eAAe;IAC1B,OAAO,CAAC,KAAK,CAAM;IACnB,SAAgB,GAAG,EAAE,MAAM,CAAC;IAC5B,SAAgB,WAAW,EAAE,MAAM,CAAC;IAEpC;;;;;OAKG;gBACS,GAAG,EAAE,MAAM,EAAE,WAAW,EAAE,MAAM;IAO5C;;OAEG;IACH,OAAO,CACL,KAAK,EAAE,MAAM,EAAE,GAAG,YAAY,EAC9B,IAAI,EAAE,CAAC,MAAM,EAAE,GAAG,YAAY,CAAC,EAAE,EACjC,MAAM,EAAE,CAAC,MAAM,EAAE,GAAG,YAAY,CAAC,EAAE,GAClC,eAAe;IAYlB,UAAU,CACR,KAAK,EAAE,YAAY,EACnB,IAAI,EAAE,YAAY,EAAE,EACpB,MAAM,EAAE,YAAY,EAAE,GACrB,YAAY;CAGhB;AAED;;GAEG;AACH,qBAAa,oBAAoB;IAC/B,OAAO,CAAC,KAAK,CAAM;IACnB,SAAgB,GAAG,EAAE,MAAM,CAAC;IAC5B,SAAgB,WAAW,EAAE,MAAM,CAAC;IACpC,SAAgB,YAAY,EAAE,MAAM,CAAC;IAErC;;;;;;OAMG;gBACS,GAAG,EAAE,MAAM,EAAE,WAAW,EAAE,MAAM,EAAE,YAAY,EAAE,MAAM;IAQlE;;OAEG;IACH,OAAO,CACL,KAAK,EAAE,MAAM,EAAE,GAAG,YAAY,EAC9B,IAAI,EAAE,CAAC,MAAM,EAAE,GAAG,YAAY,CAAC,EAAE,EACjC,MAAM,EAAE,CAAC,MAAM,EAAE,GAAG,YAAY,CAAC,EAAE,GAClC,eAAe;IAYlB,UAAU,CACR,KAAK,EAAE,YAAY,EACnB,IAAI,EAAE,YAAY,EAAE,EACpB,MAAM,EAAE,YAAY,EAAE,GACrB,YAAY;CAGhB;AAED;;GAEG;AACH,MAAM,WAAW,SAAS;IACxB,GAAG,EAAE,MAAM,CAAC;IACZ,UAAU,EAAE,MAAM,CAAC;IACnB,IAAI,EAAE,MAAM,CAAC;IACb,cAAc,CAAC,EAAE,MAAM,CAAC;CACzB;AAED;;GAEG;AACH,qBAAa,YAAY;IACvB,OAAO,CAAC,KAAK,CAAM;IACnB,SAAgB,MAAM,EAAE,SAAS,CAAC;IAElC;;;;OAIG;gBACS,MAAM,EAAE,SAAS;IAW7B;;OAEG;IACH,MAAM,CAAC,MAAM,CAAC,GAAG,EAAE,MAAM,EAAE,UAAU,EAAE,MAAM,EAAE,IAAI,EAAE,MAAM,GAAG,YAAY;IAI1E;;OAEG;IACH,OAAO,CACL,KAAK,EAAE,MAAM,EAAE,GAAG,YAAY,EAC9B,IAAI,EAAE,CAAC,MAAM,EAAE,GAAG,YAAY,CAAC,EAAE,EACjC,MAAM,EAAE,CAAC,MAAM,EAAE,GAAG,YAAY,CAAC,EAAE,GAClC,eAAe;IAYlB,UAAU,CACR,KAAK,EAAE,YAAY,EACnB,IAAI,EAAE,YAAY,EAAE,EACpB,MAAM,EAAE,YAAY,EAAE,GACrB,YAAY;CAGhB;AAID;;GAEG;AACH,wBAAgB,qBAAqB,CACnC,MAAM,EAAE,MAAM,EAAE,GAAG,YAAY,EAC/B,SAAS,GAAE,MAAY,GACtB,MAAM,EAAE,CAIV;AAED;;GAEG;AACH,wBAAgB,gBAAgB,CAC9B,CAAC,EAAE,MAAM,EAAE,GAAG,YAAY,EAC1B,CAAC,EAAE,MAAM,EAAE,GAAG,YAAY,EAC1B,SAAS,GAAE,MAAY,GACtB,MAAM,CAGR;AAED;;GAEG;AACH,wBAAgB,cAAc,CAC5B,CAAC,EAAE,MAAM,EAAE,GAAG,YAAY,EAC1B,CAAC,EAAE,MAAM,EAAE,GAAG,YAAY,EAC1B,SAAS,GAAE,MAAY,GACtB,MAAM,EAAE,CAIV;AAED;;GAEG;AACH,wBAAgB,MAAM,CACpB,IAAI,EAAE,MAAM,EAAE,GAAG,YAAY,EAC7B,OAAO,EAAE,MAAM,EAAE,GAAG,YAAY,EAChC,SAAS,GAAE,MAAY,GACtB,MAAM,EAAE,CAIV;AAED;;GAEG;AACH,wBAAgB,MAAM,CACpB,IAAI,EAAE,MAAM,EAAE,GAAG,YAAY,EAC7B,KAAK,EAAE,MAAM,EAAE,GAAG,YAAY,EAC9B,SAAS,GAAE,MAAY,GACtB,MAAM,EAAE,CAIV;AAED;;GAEG;AACH,wBAAgB,oBAAoB,IAAI,OAAO,CAO9C;AAED;;GAEG;AACH,wBAAgB,mBAAmB,IAAI,MAAM,GAAG,IAAI,CAOnD;AAMD;;;GAGG;AACH,qBAAa,kBAAkB;IAC7B,OAAO,CAAC,KAAK,CAAM;IACnB,SAAgB,GAAG,EAAE,MAAM,CAAC;IAC5B,SAAgB,QAAQ,EAAE,MAAM,CAAC;IACjC,SAAgB,SAAS,EAAE,MAAM,CAAC;gBAEtB,GAAG,EAAE,MAAM,EAAE,QAAQ,GAAE,MAAU,EAAE,SAAS,GAAE,MAAa;IAQvE,OAAO,CACL,KAAK,EAAE,MAAM,EAAE,GAAG,YAAY,EAC9B,IAAI,EAAE,CAAC,MAAM,EAAE,GAAG,YAAY,CAAC,EAAE,EACjC,MAAM,EAAE,CAAC,MAAM,EAAE,GAAG,YAAY,CAAC,EAAE,EACnC,SAAS,CAAC,EAAE,MAAM,EAAE,GACnB,eAAe;CASnB;AAED;;;GAGG;AACH,qBAAa,qBAAqB;IAChC,OAAO,CAAC,KAAK,CAAM;IACnB,SAAgB,GAAG,EAAE,MAAM,CAAC;IAC5B,SAAgB,OAAO,EAAE,MAAM,CAAC;gBAEpB,GAAG,EAAE,MAAM,EAAE,OAAO,GAAE,MAAW;IAO7C,OAAO,CACL,KAAK,EAAE,MAAM,EAAE,GAAG,YAAY,EAC9B,IAAI,EAAE,CAAC,MAAM,EAAE,GAAG,YAAY,CAAC,EAAE,EACjC,MAAM,EAAE,CAAC,MAAM,EAAE,GAAG,YAAY,CAAC,EAAE,EACnC,YAAY,CAAC,EAAE,CAAC,MAAM,EAAE,GAAG,YAAY,CAAC,EAAE,GACzC,eAAe;CASnB;AAED;;;GAGG;AACH,qBAAa,kBAAkB;IAC7B,OAAO,CAAC,KAAK,CAAM;IACnB,SAAgB,GAAG,EAAE,MAAM,CAAC;IAC5B,SAAgB,SAAS,EAAE,MAAM,CAAC;IAClC,SAAgB,KAAK,EAAE,MAAM,CAAC;gBAElB,GAAG,EAAE,MAAM,EAAE,SAAS,GAAE,MAAY,EAAE,KAAK,GAAE,MAAY;IAQrE,OAAO,CACL,KAAK,EAAE,MAAM,EAAE,GAAG,YAAY,EAC9B,IAAI,EAAE,CAAC,MAAM,EAAE,GAAG,YAAY,CAAC,EAAE,EACjC,MAAM,EAAE,CAAC,MAAM,EAAE,GAAG,YAAY,CAAC,EAAE,GAClC,eAAe;CAQnB;AAED;;GAEG;AACH,qBAAa,mBAAmB;IAC9B,OAAO,CAAC,KAAK,CAAM;IACnB,SAAgB,GAAG,EAAE,MAAM,CAAC;gBAEhB,GAAG,EAAE,MAAM;IAMvB,OAAO,CACL,KAAK,EAAE,MAAM,EAAE,GAAG,YAAY,EAC9B,IAAI,EAAE,CAAC,MAAM,EAAE,GAAG,YAAY,CAAC,EAAE,EACjC,MAAM,EAAE,CAAC,MAAM,EAAE,GAAG,YAAY,CAAC,EAAE,GAClC,eAAe;CAQnB;AAMD;;GAEG;AACH,wBAAsB,wBAAwB,CAC5C,OAAO,EAAE,CAAC,MAAM,EAAE,GAAG,YAAY,CAAC,EAAE,EACpC,IAAI,EAAE,CAAC,MAAM,EAAE,GAAG,YAAY,CAAC,EAAE,EACjC,MAAM,EAAE,CAAC,MAAM,EAAE,GAAG,YAAY,CAAC,EAAE,EACnC,aAAa,GAAE,KAAK,GAAG,YAAY,GAAG,OAAO,GAAG,YAAY,GAAG,QAAuB,GACrF,OAAO,CAAC,MAAM,EAAE,EAAE,CAAC,CASrB;AAED;;GAEG;AACH,wBAAsB,qBAAqB,CACzC,OAAO,EAAE,KAAK,CAAC;IACb,KAAK,EAAE,MAAM,EAAE,GAAG,YAAY,CAAC;IAC/B,IAAI,EAAE,CAAC,MAAM,EAAE,GAAG,YAAY,CAAC,EAAE,CAAC;IAClC,MAAM,EAAE,CAAC,MAAM,EAAE,GAAG,YAAY,CAAC,EAAE,CAAC;CACrC,CAAC,EACF,aAAa,GAAE,KAAK,GAAG,YAAY,GAAG,OAAO,GAAG,YAAY,GAAG,QAAuB,GACrF,OAAO,CAAC,MAAM,EAAE,EAAE,CAAC,CASrB;AAED;;GAEG;AACH,wBAAgB,0BAA0B,CACxC,KAAK,EAAE,MAAM,EAAE,GAAG,YAAY,EAC9B,IAAI,EAAE,CAAC,MAAM,EAAE,GAAG,YAAY,CAAC,EAAE,EACjC,MAAM,EAAE,CAAC,MAAM,EAAE,GAAG,YAAY,CAAC,EAAE,GAClC,OAAO,CAAC,MAAM,EAAE,CAAC,CAanB;AAED;;GAEG;AACH,wBAAgB,+BAA+B,CAC7C,KAAK,EAAE,MAAM,EAAE,GAAG,YAAY,EAC9B,IAAI,EAAE,CAAC,MAAM,EAAE,GAAG,YAAY,CAAC,EAAE,EACjC,MAAM,EAAE,CAAC,MAAM,EAAE,GAAG,YAAY,CAAC,EAAE,EACnC,SAAS,GAAE,MAAY,GACtB,OAAO,CAAC,MAAM,EAAE,CAAC,CAcnB;AAMD;;GAEG;AACH,qBAAa,aAAa;IACxB,OAAO,CAAC,KAAK,CAAM;gBAEP,YAAY,GAAE,MAAc,EAAE,KAAK,GAAE,MAAY,EAAE,KAAK,GAAE,MAAc;IAKpF,IAAI,CAAC,SAAS,EAAE,MAAM,EAAE,GAAG,YAAY,EAAE,MAAM,EAAE,MAAM,EAAE,GAAG,YAAY,GAAG,MAAM,EAAE;CAIpF;AAED;;GAEG;AACH,wBAAgB,WAAW,CACzB,MAAM,EAAE,MAAM,EAAE,GAAG,YAAY,EAC/B,QAAQ,EAAE,MAAM,EAAE,GAAG,YAAY,EACjC,SAAS,EAAE,CAAC,MAAM,EAAE,GAAG,YAAY,CAAC,EAAE,EACtC,WAAW,GAAE,MAAa,GACzB,MAAM,CAQR;AAED;;GAEG;AACH,wBAAgB,iBAAiB,CAC/B,MAAM,EAAE,MAAM,EAAE,GAAG,YAAY,EAC/B,UAAU,EAAE,CAAC,MAAM,EAAE,GAAG,YAAY,CAAC,EAAE,EACvC,IAAI,GAAE,MAAU,GACf,MAAM,EAAE,EAAE,CAKZ;AAMD;;GAEG;AACH,wBAAsB,kBAAkB,CACtC,GAAG,EAAE,MAAM,EACX,MAAM,EAAE,MAAM,EACd,UAAU,GAAE,MAAY,GACvB,OAAO,CAAC,MAAM,CAAC,MAAM,EAAE;IAAE,KAAK,EAAE,MAAM,CAAC;IAAC,KAAK,EAAE,MAAM,CAAC;IAAC,KAAK,EAAE,MAAM,CAAA;CAAE,CAAC,CAAC,CAG1E;;;;;;;;;;;;;;;;;;;;;;;;;;;;AAED,wBAqCE"} \ No newline at end of file diff --git a/npm/packages/ruvector/src/core/attention-fallbacks.js b/npm/packages/ruvector/src/core/attention-fallbacks.js deleted file mode 100644 index e7bd0a03b7..0000000000 --- a/npm/packages/ruvector/src/core/attention-fallbacks.js +++ /dev/null @@ -1,553 +0,0 @@ -"use strict"; -/** - * Attention Fallbacks - Safe wrapper around @ruvector/attention with automatic array conversion - * - * This wrapper handles the array type conversion automatically, allowing users - * to pass either regular arrays or Float32Arrays. - * - * @ruvector/attention requires Float32Array inputs. - * This wrapper handles the conversion automatically. - */ -Object.defineProperty(exports, "__esModule", { value: true }); -exports.AdamOptimizer = exports.DotProductAttention = exports.DualSpaceAttention = exports.EdgeFeaturedAttention = exports.GraphRoPeAttention = exports.MoEAttention = exports.LocalGlobalAttention = exports.LinearAttention = exports.HyperbolicAttention = exports.FlashAttention = exports.MultiHeadAttention = void 0; -exports.projectToPoincareBall = projectToPoincareBall; -exports.poincareDistance = poincareDistance; -exports.mobiusAddition = mobiusAddition; -exports.expMap = expMap; -exports.logMap = logMap; -exports.isAttentionAvailable = isAttentionAvailable; -exports.getAttentionVersion = getAttentionVersion; -exports.parallelAttentionCompute = parallelAttentionCompute; -exports.batchAttentionCompute = batchAttentionCompute; -exports.computeFlashAttentionAsync = computeFlashAttentionAsync; -exports.computeHyperbolicAttentionAsync = computeHyperbolicAttentionAsync; -exports.infoNceLoss = infoNceLoss; -exports.mineHardNegatives = mineHardNegatives; -exports.benchmarkAttention = benchmarkAttention; -// Lazy load to avoid import errors if not installed -let attentionModule = null; -let loadError = null; -function getAttentionModule() { - if (attentionModule) - return attentionModule; - if (loadError) - throw loadError; - try { - attentionModule = require('@ruvector/attention'); - return attentionModule; - } - catch (e) { - loadError = new Error(`@ruvector/attention is not installed or failed to load: ${e.message}\n` + - `Install with: npm install @ruvector/attention`); - throw loadError; - } -} -/** - * Convert any array-like input to Float32Array - */ -function toFloat32Array(input) { - if (input instanceof Float32Array) { - return input; - } - return new Float32Array(input); -} -/** - * Convert nested arrays to Float32Arrays - */ -function toFloat32Arrays(inputs) { - return inputs.map(arr => toFloat32Array(arr)); -} -/** - * Convert Float32Array result back to regular array if needed - */ -function fromFloat32Array(input) { - return Array.from(input); -} -/** - * Multi-head attention mechanism - * - * This wrapper automatically converts array inputs to Float32Array. - */ -class MultiHeadAttention { - /** - * Create a new multi-head attention instance - * - * @param dim - Embedding dimension (must be divisible by numHeads) - * @param numHeads - Number of attention heads - */ - constructor(dim, numHeads) { - const attention = getAttentionModule(); - this.inner = new attention.MultiHeadAttention(dim, numHeads); - this.dim = dim; - this.numHeads = numHeads; - } - /** - * Compute multi-head attention - * - * @param query - Query vector - * @param keys - Array of key vectors - * @param values - Array of value vectors - * @returns Attention output - * - * @example - * ```typescript - * const mha = new MultiHeadAttention(64, 4); - * - * // Works with regular arrays - * const result1 = mha.compute([...64 values], [[...64], [...64]], [[...64], [...64]]); - * - * // Also works with Float32Array - * const q = new Float32Array(64); - * const k = [new Float32Array(64)]; - * const v = [new Float32Array(64)]; - * const result2 = mha.compute(q, k, v); - * ``` - */ - compute(query, keys, values) { - const raw = this.inner.compute(toFloat32Array(query), toFloat32Arrays(keys), toFloat32Arrays(values)); - return { - values: fromFloat32Array(raw), - raw - }; - } - /** - * Compute and return raw Float32Array (faster, no conversion) - */ - computeRaw(query, keys, values) { - return this.inner.compute(query, keys, values); - } - get headDim() { - return this.dim / this.numHeads; - } -} -exports.MultiHeadAttention = MultiHeadAttention; -/** - * Flash attention with tiled computation - */ -class FlashAttention { - /** - * Create a new flash attention instance - * - * @param dim - Embedding dimension - * @param blockSize - Block size for tiled computation (default: 512) - */ - constructor(dim, blockSize = 512) { - const attention = getAttentionModule(); - this.inner = new attention.FlashAttention(dim, blockSize); - this.dim = dim; - this.blockSize = blockSize; - } - /** - * Compute flash attention - */ - compute(query, keys, values) { - const raw = this.inner.compute(toFloat32Array(query), toFloat32Arrays(keys), toFloat32Arrays(values)); - return { - values: fromFloat32Array(raw), - raw - }; - } - computeRaw(query, keys, values) { - return this.inner.compute(query, keys, values); - } -} -exports.FlashAttention = FlashAttention; -/** - * Hyperbolic attention in Poincare ball model - */ -class HyperbolicAttention { - /** - * Create a new hyperbolic attention instance - * - * @param dim - Embedding dimension - * @param curvature - Hyperbolic curvature (typically 1.0) - */ - constructor(dim, curvature = 1.0) { - const attention = getAttentionModule(); - this.inner = new attention.HyperbolicAttention(dim, curvature); - this.dim = dim; - this.curvature = curvature; - } - /** - * Compute hyperbolic attention - */ - compute(query, keys, values) { - const raw = this.inner.compute(toFloat32Array(query), toFloat32Arrays(keys), toFloat32Arrays(values)); - return { - values: fromFloat32Array(raw), - raw - }; - } - computeRaw(query, keys, values) { - return this.inner.compute(query, keys, values); - } -} -exports.HyperbolicAttention = HyperbolicAttention; -/** - * Linear attention (Performer-style) with O(n) complexity - */ -class LinearAttention { - /** - * Create a new linear attention instance - * - * @param dim - Embedding dimension - * @param numFeatures - Number of random features - */ - constructor(dim, numFeatures) { - const attention = getAttentionModule(); - this.inner = new attention.LinearAttention(dim, numFeatures); - this.dim = dim; - this.numFeatures = numFeatures; - } - /** - * Compute linear attention - */ - compute(query, keys, values) { - const raw = this.inner.compute(toFloat32Array(query), toFloat32Arrays(keys), toFloat32Arrays(values)); - return { - values: fromFloat32Array(raw), - raw - }; - } - computeRaw(query, keys, values) { - return this.inner.compute(query, keys, values); - } -} -exports.LinearAttention = LinearAttention; -/** - * Local-global attention (Longformer-style) - */ -class LocalGlobalAttention { - /** - * Create a new local-global attention instance - * - * @param dim - Embedding dimension - * @param localWindow - Size of local attention window - * @param globalTokens - Number of global attention tokens - */ - constructor(dim, localWindow, globalTokens) { - const attention = getAttentionModule(); - this.inner = new attention.LocalGlobalAttention(dim, localWindow, globalTokens); - this.dim = dim; - this.localWindow = localWindow; - this.globalTokens = globalTokens; - } - /** - * Compute local-global attention - */ - compute(query, keys, values) { - const raw = this.inner.compute(toFloat32Array(query), toFloat32Arrays(keys), toFloat32Arrays(values)); - return { - values: fromFloat32Array(raw), - raw - }; - } - computeRaw(query, keys, values) { - return this.inner.compute(query, keys, values); - } -} -exports.LocalGlobalAttention = LocalGlobalAttention; -/** - * Mixture of Experts attention - */ -class MoEAttention { - /** - * Create a new MoE attention instance - * - * @param config - MoE configuration - */ - constructor(config) { - const attention = getAttentionModule(); - this.inner = new attention.MoEAttention({ - dim: config.dim, - num_experts: config.numExperts, - top_k: config.topK, - expert_capacity: config.expertCapacity ?? 1.25, - }); - this.config = config; - } - /** - * Create with simple parameters - */ - static simple(dim, numExperts, topK) { - return new MoEAttention({ dim, numExperts, topK }); - } - /** - * Compute MoE attention - */ - compute(query, keys, values) { - const raw = this.inner.compute(toFloat32Array(query), toFloat32Arrays(keys), toFloat32Arrays(values)); - return { - values: fromFloat32Array(raw), - raw - }; - } - computeRaw(query, keys, values) { - return this.inner.compute(query, keys, values); - } -} -exports.MoEAttention = MoEAttention; -// Hyperbolic math utilities -/** - * Project a vector into the Poincare ball - */ -function projectToPoincareBall(vector, curvature = 1.0) { - const attention = getAttentionModule(); - const result = attention.projectToPoincareBall(toFloat32Array(vector), curvature); - return fromFloat32Array(result); -} -/** - * Compute hyperbolic (Poincare) distance between two points - */ -function poincareDistance(a, b, curvature = 1.0) { - const attention = getAttentionModule(); - return attention.poincareDistance(toFloat32Array(a), toFloat32Array(b), curvature); -} -/** - * Mobius addition in hyperbolic space - */ -function mobiusAddition(a, b, curvature = 1.0) { - const attention = getAttentionModule(); - const result = attention.mobiusAddition(toFloat32Array(a), toFloat32Array(b), curvature); - return fromFloat32Array(result); -} -/** - * Exponential map from tangent space to hyperbolic space - */ -function expMap(base, tangent, curvature = 1.0) { - const attention = getAttentionModule(); - const result = attention.expMap(toFloat32Array(base), toFloat32Array(tangent), curvature); - return fromFloat32Array(result); -} -/** - * Logarithmic map from hyperbolic space to tangent space - */ -function logMap(base, point, curvature = 1.0) { - const attention = getAttentionModule(); - const result = attention.logMap(toFloat32Array(base), toFloat32Array(point), curvature); - return fromFloat32Array(result); -} -/** - * Check if attention module is available - */ -function isAttentionAvailable() { - try { - getAttentionModule(); - return true; - } - catch { - return false; - } -} -/** - * Get attention module version - */ -function getAttentionVersion() { - try { - const attention = getAttentionModule(); - return attention.version?.() ?? null; - } - catch { - return null; - } -} -// ============================================================================ -// Graph-based Attention (for code structure) -// ============================================================================ -/** - * Graph attention with Rotary Position Embeddings - * Excellent for code AST and dependency graphs - */ -class GraphRoPeAttention { - constructor(dim, numHeads = 4, maxSeqLen = 4096) { - const attention = getAttentionModule(); - this.inner = new attention.GraphRoPeAttention(dim, numHeads, maxSeqLen); - this.dim = dim; - this.numHeads = numHeads; - this.maxSeqLen = maxSeqLen; - } - compute(query, keys, values, positions) { - const raw = this.inner.compute(toFloat32Array(query), toFloat32Arrays(keys), toFloat32Arrays(values), positions ? new Int32Array(positions) : undefined); - return { values: fromFloat32Array(raw), raw }; - } -} -exports.GraphRoPeAttention = GraphRoPeAttention; -/** - * Edge-featured attention for graphs with edge attributes - * Useful for weighted dependency graphs - */ -class EdgeFeaturedAttention { - constructor(dim, edgeDim = 16) { - const attention = getAttentionModule(); - this.inner = new attention.EdgeFeaturedAttention(dim, edgeDim); - this.dim = dim; - this.edgeDim = edgeDim; - } - compute(query, keys, values, edgeFeatures) { - const raw = this.inner.compute(toFloat32Array(query), toFloat32Arrays(keys), toFloat32Arrays(values), edgeFeatures ? toFloat32Arrays(edgeFeatures) : undefined); - return { values: fromFloat32Array(raw), raw }; - } -} -exports.EdgeFeaturedAttention = EdgeFeaturedAttention; -/** - * Dual-space attention (Euclidean + Hyperbolic) - * Best of both worlds for hierarchical + semantic similarity - */ -class DualSpaceAttention { - constructor(dim, curvature = 1.0, alpha = 0.5) { - const attention = getAttentionModule(); - this.inner = new attention.DualSpaceAttention(dim, curvature, alpha); - this.dim = dim; - this.curvature = curvature; - this.alpha = alpha; - } - compute(query, keys, values) { - const raw = this.inner.compute(toFloat32Array(query), toFloat32Arrays(keys), toFloat32Arrays(values)); - return { values: fromFloat32Array(raw), raw }; - } -} -exports.DualSpaceAttention = DualSpaceAttention; -/** - * Basic dot-product attention - */ -class DotProductAttention { - constructor(dim) { - const attention = getAttentionModule(); - this.inner = new attention.DotProductAttention(dim); - this.dim = dim; - } - compute(query, keys, values) { - const raw = this.inner.compute(toFloat32Array(query), toFloat32Arrays(keys), toFloat32Arrays(values)); - return { values: fromFloat32Array(raw), raw }; - } -} -exports.DotProductAttention = DotProductAttention; -// ============================================================================ -// Parallel/Batch Attention Compute -// ============================================================================ -/** - * Compute attention in parallel across multiple queries - */ -async function parallelAttentionCompute(queries, keys, values, attentionType = 'multi-head') { - const attention = getAttentionModule(); - const results = await attention.parallelAttentionCompute(toFloat32Arrays(queries), toFloat32Arrays(keys), toFloat32Arrays(values), attentionType); - return results.map((r) => fromFloat32Array(r)); -} -/** - * Batch attention compute for multiple query-key-value sets - */ -async function batchAttentionCompute(batches, attentionType = 'multi-head') { - const attention = getAttentionModule(); - const nativeBatches = batches.map(b => ({ - query: toFloat32Array(b.query), - keys: toFloat32Arrays(b.keys), - values: toFloat32Arrays(b.values), - })); - const results = await attention.batchAttentionCompute(nativeBatches, attentionType); - return results.map((r) => fromFloat32Array(r)); -} -/** - * Async flash attention with callback - */ -function computeFlashAttentionAsync(query, keys, values) { - const attention = getAttentionModule(); - return new Promise((resolve, reject) => { - attention.computeFlashAttentionAsync(toFloat32Array(query), toFloat32Arrays(keys), toFloat32Arrays(values), (err, result) => { - if (err) - reject(err); - else - resolve(fromFloat32Array(result)); - }); - }); -} -/** - * Async hyperbolic attention - */ -function computeHyperbolicAttentionAsync(query, keys, values, curvature = 1.0) { - const attention = getAttentionModule(); - return new Promise((resolve, reject) => { - attention.computeHyperbolicAttentionAsync(toFloat32Array(query), toFloat32Arrays(keys), toFloat32Arrays(values), curvature, (err, result) => { - if (err) - reject(err); - else - resolve(fromFloat32Array(result)); - }); - }); -} -// ============================================================================ -// Training Utilities (for SONA integration) -// ============================================================================ -/** - * Adam optimizer for attention training - */ -class AdamOptimizer { - constructor(learningRate = 0.001, beta1 = 0.9, beta2 = 0.999) { - const attention = getAttentionModule(); - this.inner = new attention.AdamOptimizer(learningRate, beta1, beta2); - } - step(gradients, params) { - const result = this.inner.step(toFloat32Array(gradients), toFloat32Array(params)); - return fromFloat32Array(result); - } -} -exports.AdamOptimizer = AdamOptimizer; -/** - * InfoNCE contrastive loss - */ -function infoNceLoss(anchor, positive, negatives, temperature = 0.07) { - const attention = getAttentionModule(); - return attention.InfoNceLoss.compute(toFloat32Array(anchor), toFloat32Array(positive), toFloat32Arrays(negatives), temperature); -} -/** - * Hard negative mining for contrastive learning - */ -function mineHardNegatives(anchor, candidates, topK = 5) { - const attention = getAttentionModule(); - const miner = new attention.HardNegativeMiner(topK); - const results = miner.mine(toFloat32Array(anchor), toFloat32Arrays(candidates)); - return results.map((r) => fromFloat32Array(r)); -} -// ============================================================================ -// Benchmarking -// ============================================================================ -/** - * Benchmark attention implementations - */ -async function benchmarkAttention(dim, seqLen, iterations = 100) { - const attention = getAttentionModule(); - return attention.benchmarkAttention(dim, seqLen, iterations); -} -exports.default = { - // Core attention types - DotProductAttention, - MultiHeadAttention, - FlashAttention, - HyperbolicAttention, - LinearAttention, - LocalGlobalAttention, - MoEAttention, - // Graph attention types - GraphRoPeAttention, - EdgeFeaturedAttention, - DualSpaceAttention, - // Parallel/batch compute - parallelAttentionCompute, - batchAttentionCompute, - computeFlashAttentionAsync, - computeHyperbolicAttentionAsync, - // Training utilities - AdamOptimizer, - infoNceLoss, - mineHardNegatives, - // Hyperbolic math - projectToPoincareBall, - poincareDistance, - mobiusAddition, - expMap, - logMap, - // Utilities - isAttentionAvailable, - getAttentionVersion, - benchmarkAttention, -}; -//# sourceMappingURL=attention-fallbacks.js.map \ No newline at end of file diff --git a/npm/packages/ruvector/src/core/attention-fallbacks.js.map b/npm/packages/ruvector/src/core/attention-fallbacks.js.map deleted file mode 100644 index 4e34c02a8b..0000000000 --- a/npm/packages/ruvector/src/core/attention-fallbacks.js.map +++ /dev/null @@ -1 +0,0 @@ -{"version":3,"file":"attention-fallbacks.js","sourceRoot":"","sources":["attention-fallbacks.ts"],"names":[],"mappings":";AAAA;;;;;;;;GAQG;;;AAqZH,sDAOC;AAKD,4CAOC;AAKD,wCAQC;AAKD,wBAQC;AAKD,wBAQC;AAKD,oDAOC;AAKD,kDAOC;AA0ID,4DAcC;AAKD,sDAgBC;AAKD,gEAiBC;AAKD,0EAmBC;AA0BD,kCAaC;AAKD,8CASC;AASD,gDAOC;AArwBD,oDAAoD;AACpD,IAAI,eAAe,GAAQ,IAAI,CAAC;AAChC,IAAI,SAAS,GAAiB,IAAI,CAAC;AAEnC,SAAS,kBAAkB;IACzB,IAAI,eAAe;QAAE,OAAO,eAAe,CAAC;IAC5C,IAAI,SAAS;QAAE,MAAM,SAAS,CAAC;IAE/B,IAAI,CAAC;QACH,eAAe,GAAG,OAAO,CAAC,qBAAqB,CAAC,CAAC;QACjD,OAAO,eAAe,CAAC;IACzB,CAAC;IAAC,OAAO,CAAM,EAAE,CAAC;QAChB,SAAS,GAAG,IAAI,KAAK,CACnB,2DAA2D,CAAC,CAAC,OAAO,IAAI;YACxE,+CAA+C,CAChD,CAAC;QACF,MAAM,SAAS,CAAC;IAClB,CAAC;AACH,CAAC;AAED;;GAEG;AACH,SAAS,cAAc,CAAC,KAA6C;IACnE,IAAI,KAAK,YAAY,YAAY,EAAE,CAAC;QAClC,OAAO,KAAK,CAAC;IACf,CAAC;IACD,OAAO,IAAI,YAAY,CAAC,KAAK,CAAC,CAAC;AACjC,CAAC;AAED;;GAEG;AACH,SAAS,eAAe,CAAC,MAAkD;IACzE,OAAO,MAAM,CAAC,GAAG,CAAC,GAAG,CAAC,EAAE,CAAC,cAAc,CAAC,GAAG,CAAC,CAAC,CAAC;AAChD,CAAC;AAED;;GAEG;AACH,SAAS,gBAAgB,CAAC,KAAmB;IAC3C,OAAO,KAAK,CAAC,IAAI,CAAC,KAAK,CAAC,CAAC;AAC3B,CAAC;AAYD;;;;GAIG;AACH,MAAa,kBAAkB;IAK7B;;;;;OAKG;IACH,YAAY,GAAW,EAAE,QAAgB;QACvC,MAAM,SAAS,GAAG,kBAAkB,EAAE,CAAC;QACvC,IAAI,CAAC,KAAK,GAAG,IAAI,SAAS,CAAC,kBAAkB,CAAC,GAAG,EAAE,QAAQ,CAAC,CAAC;QAC7D,IAAI,CAAC,GAAG,GAAG,GAAG,CAAC;QACf,IAAI,CAAC,QAAQ,GAAG,QAAQ,CAAC;IAC3B,CAAC;IAED;;;;;;;;;;;;;;;;;;;;;OAqBG;IACH,OAAO,CACL,KAA8B,EAC9B,IAAiC,EACjC,MAAmC;QAEnC,MAAM,GAAG,GAAG,IAAI,CAAC,KAAK,CAAC,OAAO,CAC5B,cAAc,CAAC,KAAK,CAAC,EACrB,eAAe,CAAC,IAAI,CAAC,EACrB,eAAe,CAAC,MAAM,CAAC,CACxB,CAAC;QACF,OAAO;YACL,MAAM,EAAE,gBAAgB,CAAC,GAAG,CAAC;YAC7B,GAAG;SACJ,CAAC;IACJ,CAAC;IAED;;OAEG;IACH,UAAU,CACR,KAAmB,EACnB,IAAoB,EACpB,MAAsB;QAEtB,OAAO,IAAI,CAAC,KAAK,CAAC,OAAO,CAAC,KAAK,EAAE,IAAI,EAAE,MAAM,CAAC,CAAC;IACjD,CAAC;IAED,IAAI,OAAO;QACT,OAAO,IAAI,CAAC,GAAG,GAAG,IAAI,CAAC,QAAQ,CAAC;IAClC,CAAC;CACF;AAtED,gDAsEC;AAED;;GAEG;AACH,MAAa,cAAc;IAKzB;;;;;OAKG;IACH,YAAY,GAAW,EAAE,YAAoB,GAAG;QAC9C,MAAM,SAAS,GAAG,kBAAkB,EAAE,CAAC;QACvC,IAAI,CAAC,KAAK,GAAG,IAAI,SAAS,CAAC,cAAc,CAAC,GAAG,EAAE,SAAS,CAAC,CAAC;QAC1D,IAAI,CAAC,GAAG,GAAG,GAAG,CAAC;QACf,IAAI,CAAC,SAAS,GAAG,SAAS,CAAC;IAC7B,CAAC;IAED;;OAEG;IACH,OAAO,CACL,KAA8B,EAC9B,IAAiC,EACjC,MAAmC;QAEnC,MAAM,GAAG,GAAG,IAAI,CAAC,KAAK,CAAC,OAAO,CAC5B,cAAc,CAAC,KAAK,CAAC,EACrB,eAAe,CAAC,IAAI,CAAC,EACrB,eAAe,CAAC,MAAM,CAAC,CACxB,CAAC;QACF,OAAO;YACL,MAAM,EAAE,gBAAgB,CAAC,GAAG,CAAC;YAC7B,GAAG;SACJ,CAAC;IACJ,CAAC;IAED,UAAU,CACR,KAAmB,EACnB,IAAoB,EACpB,MAAsB;QAEtB,OAAO,IAAI,CAAC,KAAK,CAAC,OAAO,CAAC,KAAK,EAAE,IAAI,EAAE,MAAM,CAAC,CAAC;IACjD,CAAC;CACF;AA5CD,wCA4CC;AAED;;GAEG;AACH,MAAa,mBAAmB;IAK9B;;;;;OAKG;IACH,YAAY,GAAW,EAAE,YAAoB,GAAG;QAC9C,MAAM,SAAS,GAAG,kBAAkB,EAAE,CAAC;QACvC,IAAI,CAAC,KAAK,GAAG,IAAI,SAAS,CAAC,mBAAmB,CAAC,GAAG,EAAE,SAAS,CAAC,CAAC;QAC/D,IAAI,CAAC,GAAG,GAAG,GAAG,CAAC;QACf,IAAI,CAAC,SAAS,GAAG,SAAS,CAAC;IAC7B,CAAC;IAED;;OAEG;IACH,OAAO,CACL,KAA8B,EAC9B,IAAiC,EACjC,MAAmC;QAEnC,MAAM,GAAG,GAAG,IAAI,CAAC,KAAK,CAAC,OAAO,CAC5B,cAAc,CAAC,KAAK,CAAC,EACrB,eAAe,CAAC,IAAI,CAAC,EACrB,eAAe,CAAC,MAAM,CAAC,CACxB,CAAC;QACF,OAAO;YACL,MAAM,EAAE,gBAAgB,CAAC,GAAG,CAAC;YAC7B,GAAG;SACJ,CAAC;IACJ,CAAC;IAED,UAAU,CACR,KAAmB,EACnB,IAAoB,EACpB,MAAsB;QAEtB,OAAO,IAAI,CAAC,KAAK,CAAC,OAAO,CAAC,KAAK,EAAE,IAAI,EAAE,MAAM,CAAC,CAAC;IACjD,CAAC;CACF;AA5CD,kDA4CC;AAED;;GAEG;AACH,MAAa,eAAe;IAK1B;;;;;OAKG;IACH,YAAY,GAAW,EAAE,WAAmB;QAC1C,MAAM,SAAS,GAAG,kBAAkB,EAAE,CAAC;QACvC,IAAI,CAAC,KAAK,GAAG,IAAI,SAAS,CAAC,eAAe,CAAC,GAAG,EAAE,WAAW,CAAC,CAAC;QAC7D,IAAI,CAAC,GAAG,GAAG,GAAG,CAAC;QACf,IAAI,CAAC,WAAW,GAAG,WAAW,CAAC;IACjC,CAAC;IAED;;OAEG;IACH,OAAO,CACL,KAA8B,EAC9B,IAAiC,EACjC,MAAmC;QAEnC,MAAM,GAAG,GAAG,IAAI,CAAC,KAAK,CAAC,OAAO,CAC5B,cAAc,CAAC,KAAK,CAAC,EACrB,eAAe,CAAC,IAAI,CAAC,EACrB,eAAe,CAAC,MAAM,CAAC,CACxB,CAAC;QACF,OAAO;YACL,MAAM,EAAE,gBAAgB,CAAC,GAAG,CAAC;YAC7B,GAAG;SACJ,CAAC;IACJ,CAAC;IAED,UAAU,CACR,KAAmB,EACnB,IAAoB,EACpB,MAAsB;QAEtB,OAAO,IAAI,CAAC,KAAK,CAAC,OAAO,CAAC,KAAK,EAAE,IAAI,EAAE,MAAM,CAAC,CAAC;IACjD,CAAC;CACF;AA5CD,0CA4CC;AAED;;GAEG;AACH,MAAa,oBAAoB;IAM/B;;;;;;OAMG;IACH,YAAY,GAAW,EAAE,WAAmB,EAAE,YAAoB;QAChE,MAAM,SAAS,GAAG,kBAAkB,EAAE,CAAC;QACvC,IAAI,CAAC,KAAK,GAAG,IAAI,SAAS,CAAC,oBAAoB,CAAC,GAAG,EAAE,WAAW,EAAE,YAAY,CAAC,CAAC;QAChF,IAAI,CAAC,GAAG,GAAG,GAAG,CAAC;QACf,IAAI,CAAC,WAAW,GAAG,WAAW,CAAC;QAC/B,IAAI,CAAC,YAAY,GAAG,YAAY,CAAC;IACnC,CAAC;IAED;;OAEG;IACH,OAAO,CACL,KAA8B,EAC9B,IAAiC,EACjC,MAAmC;QAEnC,MAAM,GAAG,GAAG,IAAI,CAAC,KAAK,CAAC,OAAO,CAC5B,cAAc,CAAC,KAAK,CAAC,EACrB,eAAe,CAAC,IAAI,CAAC,EACrB,eAAe,CAAC,MAAM,CAAC,CACxB,CAAC;QACF,OAAO;YACL,MAAM,EAAE,gBAAgB,CAAC,GAAG,CAAC;YAC7B,GAAG;SACJ,CAAC;IACJ,CAAC;IAED,UAAU,CACR,KAAmB,EACnB,IAAoB,EACpB,MAAsB;QAEtB,OAAO,IAAI,CAAC,KAAK,CAAC,OAAO,CAAC,KAAK,EAAE,IAAI,EAAE,MAAM,CAAC,CAAC;IACjD,CAAC;CACF;AA/CD,oDA+CC;AAYD;;GAEG;AACH,MAAa,YAAY;IAIvB;;;;OAIG;IACH,YAAY,MAAiB;QAC3B,MAAM,SAAS,GAAG,kBAAkB,EAAE,CAAC;QACvC,IAAI,CAAC,KAAK,GAAG,IAAI,SAAS,CAAC,YAAY,CAAC;YACtC,GAAG,EAAE,MAAM,CAAC,GAAG;YACf,WAAW,EAAE,MAAM,CAAC,UAAU;YAC9B,KAAK,EAAE,MAAM,CAAC,IAAI;YAClB,eAAe,EAAE,MAAM,CAAC,cAAc,IAAI,IAAI;SAC/C,CAAC,CAAC;QACH,IAAI,CAAC,MAAM,GAAG,MAAM,CAAC;IACvB,CAAC;IAED;;OAEG;IACH,MAAM,CAAC,MAAM,CAAC,GAAW,EAAE,UAAkB,EAAE,IAAY;QACzD,OAAO,IAAI,YAAY,CAAC,EAAE,GAAG,EAAE,UAAU,EAAE,IAAI,EAAE,CAAC,CAAC;IACrD,CAAC;IAED;;OAEG;IACH,OAAO,CACL,KAA8B,EAC9B,IAAiC,EACjC,MAAmC;QAEnC,MAAM,GAAG,GAAG,IAAI,CAAC,KAAK,CAAC,OAAO,CAC5B,cAAc,CAAC,KAAK,CAAC,EACrB,eAAe,CAAC,IAAI,CAAC,EACrB,eAAe,CAAC,MAAM,CAAC,CACxB,CAAC;QACF,OAAO;YACL,MAAM,EAAE,gBAAgB,CAAC,GAAG,CAAC;YAC7B,GAAG;SACJ,CAAC;IACJ,CAAC;IAED,UAAU,CACR,KAAmB,EACnB,IAAoB,EACpB,MAAsB;QAEtB,OAAO,IAAI,CAAC,KAAK,CAAC,OAAO,CAAC,KAAK,EAAE,IAAI,EAAE,MAAM,CAAC,CAAC;IACjD,CAAC;CACF;AArDD,oCAqDC;AAED,4BAA4B;AAE5B;;GAEG;AACH,SAAgB,qBAAqB,CACnC,MAA+B,EAC/B,YAAoB,GAAG;IAEvB,MAAM,SAAS,GAAG,kBAAkB,EAAE,CAAC;IACvC,MAAM,MAAM,GAAG,SAAS,CAAC,qBAAqB,CAAC,cAAc,CAAC,MAAM,CAAC,EAAE,SAAS,CAAC,CAAC;IAClF,OAAO,gBAAgB,CAAC,MAAM,CAAC,CAAC;AAClC,CAAC;AAED;;GAEG;AACH,SAAgB,gBAAgB,CAC9B,CAA0B,EAC1B,CAA0B,EAC1B,YAAoB,GAAG;IAEvB,MAAM,SAAS,GAAG,kBAAkB,EAAE,CAAC;IACvC,OAAO,SAAS,CAAC,gBAAgB,CAAC,cAAc,CAAC,CAAC,CAAC,EAAE,cAAc,CAAC,CAAC,CAAC,EAAE,SAAS,CAAC,CAAC;AACrF,CAAC;AAED;;GAEG;AACH,SAAgB,cAAc,CAC5B,CAA0B,EAC1B,CAA0B,EAC1B,YAAoB,GAAG;IAEvB,MAAM,SAAS,GAAG,kBAAkB,EAAE,CAAC;IACvC,MAAM,MAAM,GAAG,SAAS,CAAC,cAAc,CAAC,cAAc,CAAC,CAAC,CAAC,EAAE,cAAc,CAAC,CAAC,CAAC,EAAE,SAAS,CAAC,CAAC;IACzF,OAAO,gBAAgB,CAAC,MAAM,CAAC,CAAC;AAClC,CAAC;AAED;;GAEG;AACH,SAAgB,MAAM,CACpB,IAA6B,EAC7B,OAAgC,EAChC,YAAoB,GAAG;IAEvB,MAAM,SAAS,GAAG,kBAAkB,EAAE,CAAC;IACvC,MAAM,MAAM,GAAG,SAAS,CAAC,MAAM,CAAC,cAAc,CAAC,IAAI,CAAC,EAAE,cAAc,CAAC,OAAO,CAAC,EAAE,SAAS,CAAC,CAAC;IAC1F,OAAO,gBAAgB,CAAC,MAAM,CAAC,CAAC;AAClC,CAAC;AAED;;GAEG;AACH,SAAgB,MAAM,CACpB,IAA6B,EAC7B,KAA8B,EAC9B,YAAoB,GAAG;IAEvB,MAAM,SAAS,GAAG,kBAAkB,EAAE,CAAC;IACvC,MAAM,MAAM,GAAG,SAAS,CAAC,MAAM,CAAC,cAAc,CAAC,IAAI,CAAC,EAAE,cAAc,CAAC,KAAK,CAAC,EAAE,SAAS,CAAC,CAAC;IACxF,OAAO,gBAAgB,CAAC,MAAM,CAAC,CAAC;AAClC,CAAC;AAED;;GAEG;AACH,SAAgB,oBAAoB;IAClC,IAAI,CAAC;QACH,kBAAkB,EAAE,CAAC;QACrB,OAAO,IAAI,CAAC;IACd,CAAC;IAAC,MAAM,CAAC;QACP,OAAO,KAAK,CAAC;IACf,CAAC;AACH,CAAC;AAED;;GAEG;AACH,SAAgB,mBAAmB;IACjC,IAAI,CAAC;QACH,MAAM,SAAS,GAAG,kBAAkB,EAAE,CAAC;QACvC,OAAO,SAAS,CAAC,OAAO,EAAE,EAAE,IAAI,IAAI,CAAC;IACvC,CAAC;IAAC,MAAM,CAAC;QACP,OAAO,IAAI,CAAC;IACd,CAAC;AACH,CAAC;AAED,+EAA+E;AAC/E,6CAA6C;AAC7C,+EAA+E;AAE/E;;;GAGG;AACH,MAAa,kBAAkB;IAM7B,YAAY,GAAW,EAAE,WAAmB,CAAC,EAAE,YAAoB,IAAI;QACrE,MAAM,SAAS,GAAG,kBAAkB,EAAE,CAAC;QACvC,IAAI,CAAC,KAAK,GAAG,IAAI,SAAS,CAAC,kBAAkB,CAAC,GAAG,EAAE,QAAQ,EAAE,SAAS,CAAC,CAAC;QACxE,IAAI,CAAC,GAAG,GAAG,GAAG,CAAC;QACf,IAAI,CAAC,QAAQ,GAAG,QAAQ,CAAC;QACzB,IAAI,CAAC,SAAS,GAAG,SAAS,CAAC;IAC7B,CAAC;IAED,OAAO,CACL,KAA8B,EAC9B,IAAiC,EACjC,MAAmC,EACnC,SAAoB;QAEpB,MAAM,GAAG,GAAG,IAAI,CAAC,KAAK,CAAC,OAAO,CAC5B,cAAc,CAAC,KAAK,CAAC,EACrB,eAAe,CAAC,IAAI,CAAC,EACrB,eAAe,CAAC,MAAM,CAAC,EACvB,SAAS,CAAC,CAAC,CAAC,IAAI,UAAU,CAAC,SAAS,CAAC,CAAC,CAAC,CAAC,SAAS,CAClD,CAAC;QACF,OAAO,EAAE,MAAM,EAAE,gBAAgB,CAAC,GAAG,CAAC,EAAE,GAAG,EAAE,CAAC;IAChD,CAAC;CACF;AA5BD,gDA4BC;AAED;;;GAGG;AACH,MAAa,qBAAqB;IAKhC,YAAY,GAAW,EAAE,UAAkB,EAAE;QAC3C,MAAM,SAAS,GAAG,kBAAkB,EAAE,CAAC;QACvC,IAAI,CAAC,KAAK,GAAG,IAAI,SAAS,CAAC,qBAAqB,CAAC,GAAG,EAAE,OAAO,CAAC,CAAC;QAC/D,IAAI,CAAC,GAAG,GAAG,GAAG,CAAC;QACf,IAAI,CAAC,OAAO,GAAG,OAAO,CAAC;IACzB,CAAC;IAED,OAAO,CACL,KAA8B,EAC9B,IAAiC,EACjC,MAAmC,EACnC,YAA0C;QAE1C,MAAM,GAAG,GAAG,IAAI,CAAC,KAAK,CAAC,OAAO,CAC5B,cAAc,CAAC,KAAK,CAAC,EACrB,eAAe,CAAC,IAAI,CAAC,EACrB,eAAe,CAAC,MAAM,CAAC,EACvB,YAAY,CAAC,CAAC,CAAC,eAAe,CAAC,YAAY,CAAC,CAAC,CAAC,CAAC,SAAS,CACzD,CAAC;QACF,OAAO,EAAE,MAAM,EAAE,gBAAgB,CAAC,GAAG,CAAC,EAAE,GAAG,EAAE,CAAC;IAChD,CAAC;CACF;AA1BD,sDA0BC;AAED;;;GAGG;AACH,MAAa,kBAAkB;IAM7B,YAAY,GAAW,EAAE,YAAoB,GAAG,EAAE,QAAgB,GAAG;QACnE,MAAM,SAAS,GAAG,kBAAkB,EAAE,CAAC;QACvC,IAAI,CAAC,KAAK,GAAG,IAAI,SAAS,CAAC,kBAAkB,CAAC,GAAG,EAAE,SAAS,EAAE,KAAK,CAAC,CAAC;QACrE,IAAI,CAAC,GAAG,GAAG,GAAG,CAAC;QACf,IAAI,CAAC,SAAS,GAAG,SAAS,CAAC;QAC3B,IAAI,CAAC,KAAK,GAAG,KAAK,CAAC;IACrB,CAAC;IAED,OAAO,CACL,KAA8B,EAC9B,IAAiC,EACjC,MAAmC;QAEnC,MAAM,GAAG,GAAG,IAAI,CAAC,KAAK,CAAC,OAAO,CAC5B,cAAc,CAAC,KAAK,CAAC,EACrB,eAAe,CAAC,IAAI,CAAC,EACrB,eAAe,CAAC,MAAM,CAAC,CACxB,CAAC;QACF,OAAO,EAAE,MAAM,EAAE,gBAAgB,CAAC,GAAG,CAAC,EAAE,GAAG,EAAE,CAAC;IAChD,CAAC;CACF;AA1BD,gDA0BC;AAED;;GAEG;AACH,MAAa,mBAAmB;IAI9B,YAAY,GAAW;QACrB,MAAM,SAAS,GAAG,kBAAkB,EAAE,CAAC;QACvC,IAAI,CAAC,KAAK,GAAG,IAAI,SAAS,CAAC,mBAAmB,CAAC,GAAG,CAAC,CAAC;QACpD,IAAI,CAAC,GAAG,GAAG,GAAG,CAAC;IACjB,CAAC;IAED,OAAO,CACL,KAA8B,EAC9B,IAAiC,EACjC,MAAmC;QAEnC,MAAM,GAAG,GAAG,IAAI,CAAC,KAAK,CAAC,OAAO,CAC5B,cAAc,CAAC,KAAK,CAAC,EACrB,eAAe,CAAC,IAAI,CAAC,EACrB,eAAe,CAAC,MAAM,CAAC,CACxB,CAAC;QACF,OAAO,EAAE,MAAM,EAAE,gBAAgB,CAAC,GAAG,CAAC,EAAE,GAAG,EAAE,CAAC;IAChD,CAAC;CACF;AAtBD,kDAsBC;AAED,+EAA+E;AAC/E,mCAAmC;AACnC,+EAA+E;AAE/E;;GAEG;AACI,KAAK,UAAU,wBAAwB,CAC5C,OAAoC,EACpC,IAAiC,EACjC,MAAmC,EACnC,gBAA0E,YAAY;IAEtF,MAAM,SAAS,GAAG,kBAAkB,EAAE,CAAC;IACvC,MAAM,OAAO,GAAG,MAAM,SAAS,CAAC,wBAAwB,CACtD,eAAe,CAAC,OAAO,CAAC,EACxB,eAAe,CAAC,IAAI,CAAC,EACrB,eAAe,CAAC,MAAM,CAAC,EACvB,aAAa,CACd,CAAC;IACF,OAAO,OAAO,CAAC,GAAG,CAAC,CAAC,CAAe,EAAE,EAAE,CAAC,gBAAgB,CAAC,CAAC,CAAC,CAAC,CAAC;AAC/D,CAAC;AAED;;GAEG;AACI,KAAK,UAAU,qBAAqB,CACzC,OAIE,EACF,gBAA0E,YAAY;IAEtF,MAAM,SAAS,GAAG,kBAAkB,EAAE,CAAC;IACvC,MAAM,aAAa,GAAG,OAAO,CAAC,GAAG,CAAC,CAAC,CAAC,EAAE,CAAC,CAAC;QACtC,KAAK,EAAE,cAAc,CAAC,CAAC,CAAC,KAAK,CAAC;QAC9B,IAAI,EAAE,eAAe,CAAC,CAAC,CAAC,IAAI,CAAC;QAC7B,MAAM,EAAE,eAAe,CAAC,CAAC,CAAC,MAAM,CAAC;KAClC,CAAC,CAAC,CAAC;IACJ,MAAM,OAAO,GAAG,MAAM,SAAS,CAAC,qBAAqB,CAAC,aAAa,EAAE,aAAa,CAAC,CAAC;IACpF,OAAO,OAAO,CAAC,GAAG,CAAC,CAAC,CAAe,EAAE,EAAE,CAAC,gBAAgB,CAAC,CAAC,CAAC,CAAC,CAAC;AAC/D,CAAC;AAED;;GAEG;AACH,SAAgB,0BAA0B,CACxC,KAA8B,EAC9B,IAAiC,EACjC,MAAmC;IAEnC,MAAM,SAAS,GAAG,kBAAkB,EAAE,CAAC;IACvC,OAAO,IAAI,OAAO,CAAC,CAAC,OAAO,EAAE,MAAM,EAAE,EAAE;QACrC,SAAS,CAAC,0BAA0B,CAClC,cAAc,CAAC,KAAK,CAAC,EACrB,eAAe,CAAC,IAAI,CAAC,EACrB,eAAe,CAAC,MAAM,CAAC,EACvB,CAAC,GAAiB,EAAE,MAAoB,EAAE,EAAE;YAC1C,IAAI,GAAG;gBAAE,MAAM,CAAC,GAAG,CAAC,CAAC;;gBAChB,OAAO,CAAC,gBAAgB,CAAC,MAAM,CAAC,CAAC,CAAC;QACzC,CAAC,CACF,CAAC;IACJ,CAAC,CAAC,CAAC;AACL,CAAC;AAED;;GAEG;AACH,SAAgB,+BAA+B,CAC7C,KAA8B,EAC9B,IAAiC,EACjC,MAAmC,EACnC,YAAoB,GAAG;IAEvB,MAAM,SAAS,GAAG,kBAAkB,EAAE,CAAC;IACvC,OAAO,IAAI,OAAO,CAAC,CAAC,OAAO,EAAE,MAAM,EAAE,EAAE;QACrC,SAAS,CAAC,+BAA+B,CACvC,cAAc,CAAC,KAAK,CAAC,EACrB,eAAe,CAAC,IAAI,CAAC,EACrB,eAAe,CAAC,MAAM,CAAC,EACvB,SAAS,EACT,CAAC,GAAiB,EAAE,MAAoB,EAAE,EAAE;YAC1C,IAAI,GAAG;gBAAE,MAAM,CAAC,GAAG,CAAC,CAAC;;gBAChB,OAAO,CAAC,gBAAgB,CAAC,MAAM,CAAC,CAAC,CAAC;QACzC,CAAC,CACF,CAAC;IACJ,CAAC,CAAC,CAAC;AACL,CAAC;AAED,+EAA+E;AAC/E,4CAA4C;AAC5C,+EAA+E;AAE/E;;GAEG;AACH,MAAa,aAAa;IAGxB,YAAY,eAAuB,KAAK,EAAE,QAAgB,GAAG,EAAE,QAAgB,KAAK;QAClF,MAAM,SAAS,GAAG,kBAAkB,EAAE,CAAC;QACvC,IAAI,CAAC,KAAK,GAAG,IAAI,SAAS,CAAC,aAAa,CAAC,YAAY,EAAE,KAAK,EAAE,KAAK,CAAC,CAAC;IACvE,CAAC;IAED,IAAI,CAAC,SAAkC,EAAE,MAA+B;QACtE,MAAM,MAAM,GAAG,IAAI,CAAC,KAAK,CAAC,IAAI,CAAC,cAAc,CAAC,SAAS,CAAC,EAAE,cAAc,CAAC,MAAM,CAAC,CAAC,CAAC;QAClF,OAAO,gBAAgB,CAAC,MAAM,CAAC,CAAC;IAClC,CAAC;CACF;AAZD,sCAYC;AAED;;GAEG;AACH,SAAgB,WAAW,CACzB,MAA+B,EAC/B,QAAiC,EACjC,SAAsC,EACtC,cAAsB,IAAI;IAE1B,MAAM,SAAS,GAAG,kBAAkB,EAAE,CAAC;IACvC,OAAO,SAAS,CAAC,WAAW,CAAC,OAAO,CAClC,cAAc,CAAC,MAAM,CAAC,EACtB,cAAc,CAAC,QAAQ,CAAC,EACxB,eAAe,CAAC,SAAS,CAAC,EAC1B,WAAW,CACZ,CAAC;AACJ,CAAC;AAED;;GAEG;AACH,SAAgB,iBAAiB,CAC/B,MAA+B,EAC/B,UAAuC,EACvC,OAAe,CAAC;IAEhB,MAAM,SAAS,GAAG,kBAAkB,EAAE,CAAC;IACvC,MAAM,KAAK,GAAG,IAAI,SAAS,CAAC,iBAAiB,CAAC,IAAI,CAAC,CAAC;IACpD,MAAM,OAAO,GAAG,KAAK,CAAC,IAAI,CAAC,cAAc,CAAC,MAAM,CAAC,EAAE,eAAe,CAAC,UAAU,CAAC,CAAC,CAAC;IAChF,OAAO,OAAO,CAAC,GAAG,CAAC,CAAC,CAAe,EAAE,EAAE,CAAC,gBAAgB,CAAC,CAAC,CAAC,CAAC,CAAC;AAC/D,CAAC;AAED,+EAA+E;AAC/E,eAAe;AACf,+EAA+E;AAE/E;;GAEG;AACI,KAAK,UAAU,kBAAkB,CACtC,GAAW,EACX,MAAc,EACd,aAAqB,GAAG;IAExB,MAAM,SAAS,GAAG,kBAAkB,EAAE,CAAC;IACvC,OAAO,SAAS,CAAC,kBAAkB,CAAC,GAAG,EAAE,MAAM,EAAE,UAAU,CAAC,CAAC;AAC/D,CAAC;AAED,kBAAe;IACb,uBAAuB;IACvB,mBAAmB;IACnB,kBAAkB;IAClB,cAAc;IACd,mBAAmB;IACnB,eAAe;IACf,oBAAoB;IACpB,YAAY;IAEZ,wBAAwB;IACxB,kBAAkB;IAClB,qBAAqB;IACrB,kBAAkB;IAElB,yBAAyB;IACzB,wBAAwB;IACxB,qBAAqB;IACrB,0BAA0B;IAC1B,+BAA+B;IAE/B,qBAAqB;IACrB,aAAa;IACb,WAAW;IACX,iBAAiB;IAEjB,kBAAkB;IAClB,qBAAqB;IACrB,gBAAgB;IAChB,cAAc;IACd,MAAM;IACN,MAAM;IAEN,YAAY;IACZ,oBAAoB;IACpB,mBAAmB;IACnB,kBAAkB;CACnB,CAAC"} \ No newline at end of file diff --git a/npm/packages/ruvector/src/core/cluster-wrapper.d.ts b/npm/packages/ruvector/src/core/cluster-wrapper.d.ts deleted file mode 100644 index 71e9803ba1..0000000000 --- a/npm/packages/ruvector/src/core/cluster-wrapper.d.ts +++ /dev/null @@ -1,148 +0,0 @@ -/** - * Cluster Wrapper - Distributed coordination for multi-agent systems - * - * Wraps @ruvector/cluster for Raft consensus, auto-sharding, - * and distributed memory across agents. - */ -export declare function isClusterAvailable(): boolean; -export interface ClusterNode { - id: string; - address: string; - role: 'leader' | 'follower' | 'candidate'; - status: 'healthy' | 'unhealthy' | 'unknown'; - lastHeartbeat: number; -} -export interface ShardInfo { - id: number; - range: [number, number]; - node: string; - size: number; - status: 'active' | 'migrating' | 'offline'; -} -export interface ClusterConfig { - nodeId: string; - address: string; - peers?: string[]; - shards?: number; - replicationFactor?: number; -} -/** - * Distributed cluster for multi-agent coordination - */ -export declare class RuvectorCluster { - private inner; - private nodeId; - private isLeader; - constructor(config: ClusterConfig); - /** - * Start the cluster node - */ - start(): Promise; - /** - * Stop the cluster node gracefully - */ - stop(): Promise; - /** - * Join an existing cluster - */ - join(peerAddress: string): Promise; - /** - * Leave the cluster - */ - leave(): Promise; - /** - * Get current node info - */ - getNodeInfo(): ClusterNode; - /** - * Get all cluster nodes - */ - getNodes(): ClusterNode[]; - /** - * Check if this node is the leader - */ - isClusterLeader(): boolean; - /** - * Get the current leader - */ - getLeader(): ClusterNode | null; - /** - * Put a value in distributed storage - */ - put(key: string, value: any): Promise; - /** - * Get a value from distributed storage - */ - get(key: string): Promise; - /** - * Delete a value from distributed storage - */ - delete(key: string): Promise; - /** - * Atomic compare-and-swap - */ - compareAndSwap(key: string, expected: any, newValue: any): Promise; - /** - * Get shard information - */ - getShards(): ShardInfo[]; - /** - * Get the shard for a key - */ - getShardForKey(key: string): ShardInfo; - /** - * Trigger shard rebalancing - */ - rebalance(): Promise; - /** - * Acquire a distributed lock - */ - lock(name: string, timeout?: number): Promise; - /** - * Release a distributed lock - */ - unlock(name: string, token: string): Promise; - /** - * Extend a lock's TTL - */ - extendLock(name: string, token: string, extension?: number): Promise; - /** - * Subscribe to a channel - */ - subscribe(channel: string, callback: (message: any) => void): () => void; - /** - * Publish to a channel - */ - publish(channel: string, message: any): Promise; - /** - * Register an agent with the cluster - */ - registerAgent(agentId: string, capabilities: string[]): Promise; - /** - * Find agents with a capability - */ - findAgents(capability: string): Promise; - /** - * Assign a task to an agent - */ - assignTask(taskId: string, agentId: string, task: any): Promise; - /** - * Complete a task - */ - completeTask(taskId: string, result: any): Promise; - /** - * Get cluster statistics - */ - stats(): { - nodes: number; - shards: number; - leader: string | null; - healthy: boolean; - }; -} -/** - * Create a cluster node for agent coordination - */ -export declare function createCluster(config: ClusterConfig): RuvectorCluster; -export default RuvectorCluster; -//# sourceMappingURL=cluster-wrapper.d.ts.map \ No newline at end of file diff --git a/npm/packages/ruvector/src/core/cluster-wrapper.d.ts.map b/npm/packages/ruvector/src/core/cluster-wrapper.d.ts.map deleted file mode 100644 index 47b23eabe3..0000000000 --- a/npm/packages/ruvector/src/core/cluster-wrapper.d.ts.map +++ /dev/null @@ -1 +0,0 @@ -{"version":3,"file":"cluster-wrapper.d.ts","sourceRoot":"","sources":["cluster-wrapper.ts"],"names":[],"mappings":"AAAA;;;;;GAKG;AAqBH,wBAAgB,kBAAkB,IAAI,OAAO,CAO5C;AAED,MAAM,WAAW,WAAW;IAC1B,EAAE,EAAE,MAAM,CAAC;IACX,OAAO,EAAE,MAAM,CAAC;IAChB,IAAI,EAAE,QAAQ,GAAG,UAAU,GAAG,WAAW,CAAC;IAC1C,MAAM,EAAE,SAAS,GAAG,WAAW,GAAG,SAAS,CAAC;IAC5C,aAAa,EAAE,MAAM,CAAC;CACvB;AAED,MAAM,WAAW,SAAS;IACxB,EAAE,EAAE,MAAM,CAAC;IACX,KAAK,EAAE,CAAC,MAAM,EAAE,MAAM,CAAC,CAAC;IACxB,IAAI,EAAE,MAAM,CAAC;IACb,IAAI,EAAE,MAAM,CAAC;IACb,MAAM,EAAE,QAAQ,GAAG,WAAW,GAAG,SAAS,CAAC;CAC5C;AAED,MAAM,WAAW,aAAa;IAC5B,MAAM,EAAE,MAAM,CAAC;IACf,OAAO,EAAE,MAAM,CAAC;IAChB,KAAK,CAAC,EAAE,MAAM,EAAE,CAAC;IACjB,MAAM,CAAC,EAAE,MAAM,CAAC;IAChB,iBAAiB,CAAC,EAAE,MAAM,CAAC;CAC5B;AAED;;GAEG;AACH,qBAAa,eAAe;IAC1B,OAAO,CAAC,KAAK,CAAM;IACnB,OAAO,CAAC,MAAM,CAAS;IACvB,OAAO,CAAC,QAAQ,CAAkB;gBAEtB,MAAM,EAAE,aAAa;IAgBjC;;OAEG;IACG,KAAK,IAAI,OAAO,CAAC,IAAI,CAAC;IAI5B;;OAEG;IACG,IAAI,IAAI,OAAO,CAAC,IAAI,CAAC;IAI3B;;OAEG;IACG,IAAI,CAAC,WAAW,EAAE,MAAM,GAAG,OAAO,CAAC,OAAO,CAAC;IAIjD;;OAEG;IACG,KAAK,IAAI,OAAO,CAAC,IAAI,CAAC;IAQ5B;;OAEG;IACH,WAAW,IAAI,WAAW;IAI1B;;OAEG;IACH,QAAQ,IAAI,WAAW,EAAE;IAIzB;;OAEG;IACH,eAAe,IAAI,OAAO;IAK1B;;OAEG;IACH,SAAS,IAAI,WAAW,GAAG,IAAI;IAQ/B;;OAEG;IACG,GAAG,CAAC,GAAG,EAAE,MAAM,EAAE,KAAK,EAAE,GAAG,GAAG,OAAO,CAAC,OAAO,CAAC;IAIpD;;OAEG;IACG,GAAG,CAAC,GAAG,EAAE,MAAM,GAAG,OAAO,CAAC,GAAG,GAAG,IAAI,CAAC;IAK3C;;OAEG;IACG,MAAM,CAAC,GAAG,EAAE,MAAM,GAAG,OAAO,CAAC,OAAO,CAAC;IAI3C;;OAEG;IACG,cAAc,CAAC,GAAG,EAAE,MAAM,EAAE,QAAQ,EAAE,GAAG,EAAE,QAAQ,EAAE,GAAG,GAAG,OAAO,CAAC,OAAO,CAAC;IAYjF;;OAEG;IACH,SAAS,IAAI,SAAS,EAAE;IAIxB;;OAEG;IACH,cAAc,CAAC,GAAG,EAAE,MAAM,GAAG,SAAS;IAItC;;OAEG;IACG,SAAS,IAAI,OAAO,CAAC,IAAI,CAAC;IAQhC;;OAEG;IACG,IAAI,CAAC,IAAI,EAAE,MAAM,EAAE,OAAO,GAAE,MAAc,GAAG,OAAO,CAAC,MAAM,GAAG,IAAI,CAAC;IAIzE;;OAEG;IACG,MAAM,CAAC,IAAI,EAAE,MAAM,EAAE,KAAK,EAAE,MAAM,GAAG,OAAO,CAAC,OAAO,CAAC;IAI3D;;OAEG;IACG,UAAU,CAAC,IAAI,EAAE,MAAM,EAAE,KAAK,EAAE,MAAM,EAAE,SAAS,GAAE,MAAc,GAAG,OAAO,CAAC,OAAO,CAAC;IAQ1F;;OAEG;IACH,SAAS,CAAC,OAAO,EAAE,MAAM,EAAE,QAAQ,EAAE,CAAC,OAAO,EAAE,GAAG,KAAK,IAAI,GAAG,MAAM,IAAI;IAMxE;;OAEG;IACG,OAAO,CAAC,OAAO,EAAE,MAAM,EAAE,OAAO,EAAE,GAAG,GAAG,OAAO,CAAC,MAAM,CAAC;IAQ7D;;OAEG;IACG,aAAa,CAAC,OAAO,EAAE,MAAM,EAAE,YAAY,EAAE,MAAM,EAAE,GAAG,OAAO,CAAC,OAAO,CAAC;IAS9E;;OAEG;IACG,UAAU,CAAC,UAAU,EAAE,MAAM,GAAG,OAAO,CAAC,MAAM,EAAE,CAAC;IAcvD;;OAEG;IACG,UAAU,CAAC,MAAM,EAAE,MAAM,EAAE,OAAO,EAAE,MAAM,EAAE,IAAI,EAAE,GAAG,GAAG,OAAO,CAAC,OAAO,CAAC;IAgB9E;;OAEG;IACG,YAAY,CAAC,MAAM,EAAE,MAAM,EAAE,MAAM,EAAE,GAAG,GAAG,OAAO,CAAC,OAAO,CAAC;IAgBjE;;OAEG;IACH,KAAK,IAAI;QACP,KAAK,EAAE,MAAM,CAAC;QACd,MAAM,EAAE,MAAM,CAAC;QACf,MAAM,EAAE,MAAM,GAAG,IAAI,CAAC;QACtB,OAAO,EAAE,OAAO,CAAC;KAClB;CAGF;AAED;;GAEG;AACH,wBAAgB,aAAa,CAAC,MAAM,EAAE,aAAa,GAAG,eAAe,CAEpE;AAED,eAAe,eAAe,CAAC"} \ No newline at end of file diff --git a/npm/packages/ruvector/src/core/cluster-wrapper.js b/npm/packages/ruvector/src/core/cluster-wrapper.js deleted file mode 100644 index 665326d77d..0000000000 --- a/npm/packages/ruvector/src/core/cluster-wrapper.js +++ /dev/null @@ -1,272 +0,0 @@ -"use strict"; -/** - * Cluster Wrapper - Distributed coordination for multi-agent systems - * - * Wraps @ruvector/cluster for Raft consensus, auto-sharding, - * and distributed memory across agents. - */ -Object.defineProperty(exports, "__esModule", { value: true }); -exports.RuvectorCluster = void 0; -exports.isClusterAvailable = isClusterAvailable; -exports.createCluster = createCluster; -let clusterModule = null; -let loadError = null; -function getClusterModule() { - if (clusterModule) - return clusterModule; - if (loadError) - throw loadError; - try { - clusterModule = require('@ruvector/cluster'); - return clusterModule; - } - catch (e) { - loadError = new Error(`@ruvector/cluster not installed: ${e.message}\n` + - `Install with: npm install @ruvector/cluster`); - throw loadError; - } -} -function isClusterAvailable() { - try { - getClusterModule(); - return true; - } - catch { - return false; - } -} -/** - * Distributed cluster for multi-agent coordination - */ -class RuvectorCluster { - constructor(config) { - this.isLeader = false; - const cluster = getClusterModule(); - this.nodeId = config.nodeId; - this.inner = new cluster.Cluster({ - nodeId: config.nodeId, - address: config.address, - peers: config.peers ?? [], - shards: config.shards ?? 16, - replicationFactor: config.replicationFactor ?? 2, - }); - } - // =========================================================================== - // Cluster Lifecycle - // =========================================================================== - /** - * Start the cluster node - */ - async start() { - await this.inner.start(); - } - /** - * Stop the cluster node gracefully - */ - async stop() { - await this.inner.stop(); - } - /** - * Join an existing cluster - */ - async join(peerAddress) { - return this.inner.join(peerAddress); - } - /** - * Leave the cluster - */ - async leave() { - await this.inner.leave(); - } - // =========================================================================== - // Node Management - // =========================================================================== - /** - * Get current node info - */ - getNodeInfo() { - return this.inner.getNodeInfo(); - } - /** - * Get all cluster nodes - */ - getNodes() { - return this.inner.getNodes(); - } - /** - * Check if this node is the leader - */ - isClusterLeader() { - this.isLeader = this.inner.isLeader(); - return this.isLeader; - } - /** - * Get the current leader - */ - getLeader() { - return this.inner.getLeader(); - } - // =========================================================================== - // Distributed Operations - // =========================================================================== - /** - * Put a value in distributed storage - */ - async put(key, value) { - return this.inner.put(key, JSON.stringify(value)); - } - /** - * Get a value from distributed storage - */ - async get(key) { - const result = await this.inner.get(key); - return result ? JSON.parse(result) : null; - } - /** - * Delete a value from distributed storage - */ - async delete(key) { - return this.inner.delete(key); - } - /** - * Atomic compare-and-swap - */ - async compareAndSwap(key, expected, newValue) { - return this.inner.compareAndSwap(key, JSON.stringify(expected), JSON.stringify(newValue)); - } - // =========================================================================== - // Sharding - // =========================================================================== - /** - * Get shard information - */ - getShards() { - return this.inner.getShards(); - } - /** - * Get the shard for a key - */ - getShardForKey(key) { - return this.inner.getShardForKey(key); - } - /** - * Trigger shard rebalancing - */ - async rebalance() { - await this.inner.rebalance(); - } - // =========================================================================== - // Distributed Locks - // =========================================================================== - /** - * Acquire a distributed lock - */ - async lock(name, timeout = 30000) { - return this.inner.lock(name, timeout); - } - /** - * Release a distributed lock - */ - async unlock(name, token) { - return this.inner.unlock(name, token); - } - /** - * Extend a lock's TTL - */ - async extendLock(name, token, extension = 30000) { - return this.inner.extendLock(name, token, extension); - } - // =========================================================================== - // Pub/Sub - // =========================================================================== - /** - * Subscribe to a channel - */ - subscribe(channel, callback) { - return this.inner.subscribe(channel, (msg) => { - callback(JSON.parse(msg)); - }); - } - /** - * Publish to a channel - */ - async publish(channel, message) { - return this.inner.publish(channel, JSON.stringify(message)); - } - // =========================================================================== - // Agent Coordination - // =========================================================================== - /** - * Register an agent with the cluster - */ - async registerAgent(agentId, capabilities) { - return this.put(`agent:${agentId}`, { - id: agentId, - capabilities, - node: this.nodeId, - registeredAt: Date.now(), - }); - } - /** - * Find agents with a capability - */ - async findAgents(capability) { - const agents = await this.inner.scan('agent:*'); - const matching = []; - for (const key of agents) { - const agent = await this.get(key); - if (agent?.capabilities?.includes(capability)) { - matching.push(agent.id); - } - } - return matching; - } - /** - * Assign a task to an agent - */ - async assignTask(taskId, agentId, task) { - const assigned = await this.put(`task:${taskId}`, { - id: taskId, - agent: agentId, - task, - status: 'assigned', - assignedAt: Date.now(), - }); - if (assigned) { - await this.publish(`agent:${agentId}:tasks`, { type: 'new_task', taskId }); - } - return assigned; - } - /** - * Complete a task - */ - async completeTask(taskId, result) { - const task = await this.get(`task:${taskId}`); - if (!task) - return false; - return this.put(`task:${taskId}`, { - ...task, - status: 'completed', - result, - completedAt: Date.now(), - }); - } - // =========================================================================== - // Stats - // =========================================================================== - /** - * Get cluster statistics - */ - stats() { - return this.inner.stats(); - } -} -exports.RuvectorCluster = RuvectorCluster; -/** - * Create a cluster node for agent coordination - */ -function createCluster(config) { - return new RuvectorCluster(config); -} -exports.default = RuvectorCluster; -//# sourceMappingURL=cluster-wrapper.js.map \ No newline at end of file diff --git a/npm/packages/ruvector/src/core/cluster-wrapper.js.map b/npm/packages/ruvector/src/core/cluster-wrapper.js.map deleted file mode 100644 index 5c5536838b..0000000000 --- a/npm/packages/ruvector/src/core/cluster-wrapper.js.map +++ /dev/null @@ -1 +0,0 @@ -{"version":3,"file":"cluster-wrapper.js","sourceRoot":"","sources":["cluster-wrapper.ts"],"names":[],"mappings":";AAAA;;;;;GAKG;;;AAqBH,gDAOC;AAiTD,sCAEC;AA7UD,IAAI,aAAa,GAAQ,IAAI,CAAC;AAC9B,IAAI,SAAS,GAAiB,IAAI,CAAC;AAEnC,SAAS,gBAAgB;IACvB,IAAI,aAAa;QAAE,OAAO,aAAa,CAAC;IACxC,IAAI,SAAS;QAAE,MAAM,SAAS,CAAC;IAE/B,IAAI,CAAC;QACH,aAAa,GAAG,OAAO,CAAC,mBAAmB,CAAC,CAAC;QAC7C,OAAO,aAAa,CAAC;IACvB,CAAC;IAAC,OAAO,CAAM,EAAE,CAAC;QAChB,SAAS,GAAG,IAAI,KAAK,CACnB,oCAAoC,CAAC,CAAC,OAAO,IAAI;YACjD,6CAA6C,CAC9C,CAAC;QACF,MAAM,SAAS,CAAC;IAClB,CAAC;AACH,CAAC;AAED,SAAgB,kBAAkB;IAChC,IAAI,CAAC;QACH,gBAAgB,EAAE,CAAC;QACnB,OAAO,IAAI,CAAC;IACd,CAAC;IAAC,MAAM,CAAC;QACP,OAAO,KAAK,CAAC;IACf,CAAC;AACH,CAAC;AA0BD;;GAEG;AACH,MAAa,eAAe;IAK1B,YAAY,MAAqB;QAFzB,aAAQ,GAAY,KAAK,CAAC;QAGhC,MAAM,OAAO,GAAG,gBAAgB,EAAE,CAAC;QACnC,IAAI,CAAC,MAAM,GAAG,MAAM,CAAC,MAAM,CAAC;QAC5B,IAAI,CAAC,KAAK,GAAG,IAAI,OAAO,CAAC,OAAO,CAAC;YAC/B,MAAM,EAAE,MAAM,CAAC,MAAM;YACrB,OAAO,EAAE,MAAM,CAAC,OAAO;YACvB,KAAK,EAAE,MAAM,CAAC,KAAK,IAAI,EAAE;YACzB,MAAM,EAAE,MAAM,CAAC,MAAM,IAAI,EAAE;YAC3B,iBAAiB,EAAE,MAAM,CAAC,iBAAiB,IAAI,CAAC;SACjD,CAAC,CAAC;IACL,CAAC;IAED,8EAA8E;IAC9E,oBAAoB;IACpB,8EAA8E;IAE9E;;OAEG;IACH,KAAK,CAAC,KAAK;QACT,MAAM,IAAI,CAAC,KAAK,CAAC,KAAK,EAAE,CAAC;IAC3B,CAAC;IAED;;OAEG;IACH,KAAK,CAAC,IAAI;QACR,MAAM,IAAI,CAAC,KAAK,CAAC,IAAI,EAAE,CAAC;IAC1B,CAAC;IAED;;OAEG;IACH,KAAK,CAAC,IAAI,CAAC,WAAmB;QAC5B,OAAO,IAAI,CAAC,KAAK,CAAC,IAAI,CAAC,WAAW,CAAC,CAAC;IACtC,CAAC;IAED;;OAEG;IACH,KAAK,CAAC,KAAK;QACT,MAAM,IAAI,CAAC,KAAK,CAAC,KAAK,EAAE,CAAC;IAC3B,CAAC;IAED,8EAA8E;IAC9E,kBAAkB;IAClB,8EAA8E;IAE9E;;OAEG;IACH,WAAW;QACT,OAAO,IAAI,CAAC,KAAK,CAAC,WAAW,EAAE,CAAC;IAClC,CAAC;IAED;;OAEG;IACH,QAAQ;QACN,OAAO,IAAI,CAAC,KAAK,CAAC,QAAQ,EAAE,CAAC;IAC/B,CAAC;IAED;;OAEG;IACH,eAAe;QACb,IAAI,CAAC,QAAQ,GAAG,IAAI,CAAC,KAAK,CAAC,QAAQ,EAAE,CAAC;QACtC,OAAO,IAAI,CAAC,QAAQ,CAAC;IACvB,CAAC;IAED;;OAEG;IACH,SAAS;QACP,OAAO,IAAI,CAAC,KAAK,CAAC,SAAS,EAAE,CAAC;IAChC,CAAC;IAED,8EAA8E;IAC9E,yBAAyB;IACzB,8EAA8E;IAE9E;;OAEG;IACH,KAAK,CAAC,GAAG,CAAC,GAAW,EAAE,KAAU;QAC/B,OAAO,IAAI,CAAC,KAAK,CAAC,GAAG,CAAC,GAAG,EAAE,IAAI,CAAC,SAAS,CAAC,KAAK,CAAC,CAAC,CAAC;IACpD,CAAC;IAED;;OAEG;IACH,KAAK,CAAC,GAAG,CAAC,GAAW;QACnB,MAAM,MAAM,GAAG,MAAM,IAAI,CAAC,KAAK,CAAC,GAAG,CAAC,GAAG,CAAC,CAAC;QACzC,OAAO,MAAM,CAAC,CAAC,CAAC,IAAI,CAAC,KAAK,CAAC,MAAM,CAAC,CAAC,CAAC,CAAC,IAAI,CAAC;IAC5C,CAAC;IAED;;OAEG;IACH,KAAK,CAAC,MAAM,CAAC,GAAW;QACtB,OAAO,IAAI,CAAC,KAAK,CAAC,MAAM,CAAC,GAAG,CAAC,CAAC;IAChC,CAAC;IAED;;OAEG;IACH,KAAK,CAAC,cAAc,CAAC,GAAW,EAAE,QAAa,EAAE,QAAa;QAC5D,OAAO,IAAI,CAAC,KAAK,CAAC,cAAc,CAC9B,GAAG,EACH,IAAI,CAAC,SAAS,CAAC,QAAQ,CAAC,EACxB,IAAI,CAAC,SAAS,CAAC,QAAQ,CAAC,CACzB,CAAC;IACJ,CAAC;IAED,8EAA8E;IAC9E,WAAW;IACX,8EAA8E;IAE9E;;OAEG;IACH,SAAS;QACP,OAAO,IAAI,CAAC,KAAK,CAAC,SAAS,EAAE,CAAC;IAChC,CAAC;IAED;;OAEG;IACH,cAAc,CAAC,GAAW;QACxB,OAAO,IAAI,CAAC,KAAK,CAAC,cAAc,CAAC,GAAG,CAAC,CAAC;IACxC,CAAC;IAED;;OAEG;IACH,KAAK,CAAC,SAAS;QACb,MAAM,IAAI,CAAC,KAAK,CAAC,SAAS,EAAE,CAAC;IAC/B,CAAC;IAED,8EAA8E;IAC9E,oBAAoB;IACpB,8EAA8E;IAE9E;;OAEG;IACH,KAAK,CAAC,IAAI,CAAC,IAAY,EAAE,UAAkB,KAAK;QAC9C,OAAO,IAAI,CAAC,KAAK,CAAC,IAAI,CAAC,IAAI,EAAE,OAAO,CAAC,CAAC;IACxC,CAAC;IAED;;OAEG;IACH,KAAK,CAAC,MAAM,CAAC,IAAY,EAAE,KAAa;QACtC,OAAO,IAAI,CAAC,KAAK,CAAC,MAAM,CAAC,IAAI,EAAE,KAAK,CAAC,CAAC;IACxC,CAAC;IAED;;OAEG;IACH,KAAK,CAAC,UAAU,CAAC,IAAY,EAAE,KAAa,EAAE,YAAoB,KAAK;QACrE,OAAO,IAAI,CAAC,KAAK,CAAC,UAAU,CAAC,IAAI,EAAE,KAAK,EAAE,SAAS,CAAC,CAAC;IACvD,CAAC;IAED,8EAA8E;IAC9E,UAAU;IACV,8EAA8E;IAE9E;;OAEG;IACH,SAAS,CAAC,OAAe,EAAE,QAAgC;QACzD,OAAO,IAAI,CAAC,KAAK,CAAC,SAAS,CAAC,OAAO,EAAE,CAAC,GAAW,EAAE,EAAE;YACnD,QAAQ,CAAC,IAAI,CAAC,KAAK,CAAC,GAAG,CAAC,CAAC,CAAC;QAC5B,CAAC,CAAC,CAAC;IACL,CAAC;IAED;;OAEG;IACH,KAAK,CAAC,OAAO,CAAC,OAAe,EAAE,OAAY;QACzC,OAAO,IAAI,CAAC,KAAK,CAAC,OAAO,CAAC,OAAO,EAAE,IAAI,CAAC,SAAS,CAAC,OAAO,CAAC,CAAC,CAAC;IAC9D,CAAC;IAED,8EAA8E;IAC9E,qBAAqB;IACrB,8EAA8E;IAE9E;;OAEG;IACH,KAAK,CAAC,aAAa,CAAC,OAAe,EAAE,YAAsB;QACzD,OAAO,IAAI,CAAC,GAAG,CAAC,SAAS,OAAO,EAAE,EAAE;YAClC,EAAE,EAAE,OAAO;YACX,YAAY;YACZ,IAAI,EAAE,IAAI,CAAC,MAAM;YACjB,YAAY,EAAE,IAAI,CAAC,GAAG,EAAE;SACzB,CAAC,CAAC;IACL,CAAC;IAED;;OAEG;IACH,KAAK,CAAC,UAAU,CAAC,UAAkB;QACjC,MAAM,MAAM,GAAG,MAAM,IAAI,CAAC,KAAK,CAAC,IAAI,CAAC,SAAS,CAAC,CAAC;QAChD,MAAM,QAAQ,GAAa,EAAE,CAAC;QAE9B,KAAK,MAAM,GAAG,IAAI,MAAM,EAAE,CAAC;YACzB,MAAM,KAAK,GAAG,MAAM,IAAI,CAAC,GAAG,CAAC,GAAG,CAAC,CAAC;YAClC,IAAI,KAAK,EAAE,YAAY,EAAE,QAAQ,CAAC,UAAU,CAAC,EAAE,CAAC;gBAC9C,QAAQ,CAAC,IAAI,CAAC,KAAK,CAAC,EAAE,CAAC,CAAC;YAC1B,CAAC;QACH,CAAC;QAED,OAAO,QAAQ,CAAC;IAClB,CAAC;IAED;;OAEG;IACH,KAAK,CAAC,UAAU,CAAC,MAAc,EAAE,OAAe,EAAE,IAAS;QACzD,MAAM,QAAQ,GAAG,MAAM,IAAI,CAAC,GAAG,CAAC,QAAQ,MAAM,EAAE,EAAE;YAChD,EAAE,EAAE,MAAM;YACV,KAAK,EAAE,OAAO;YACd,IAAI;YACJ,MAAM,EAAE,UAAU;YAClB,UAAU,EAAE,IAAI,CAAC,GAAG,EAAE;SACvB,CAAC,CAAC;QAEH,IAAI,QAAQ,EAAE,CAAC;YACb,MAAM,IAAI,CAAC,OAAO,CAAC,SAAS,OAAO,QAAQ,EAAE,EAAE,IAAI,EAAE,UAAU,EAAE,MAAM,EAAE,CAAC,CAAC;QAC7E,CAAC;QAED,OAAO,QAAQ,CAAC;IAClB,CAAC;IAED;;OAEG;IACH,KAAK,CAAC,YAAY,CAAC,MAAc,EAAE,MAAW;QAC5C,MAAM,IAAI,GAAG,MAAM,IAAI,CAAC,GAAG,CAAC,QAAQ,MAAM,EAAE,CAAC,CAAC;QAC9C,IAAI,CAAC,IAAI;YAAE,OAAO,KAAK,CAAC;QAExB,OAAO,IAAI,CAAC,GAAG,CAAC,QAAQ,MAAM,EAAE,EAAE;YAChC,GAAG,IAAI;YACP,MAAM,EAAE,WAAW;YACnB,MAAM;YACN,WAAW,EAAE,IAAI,CAAC,GAAG,EAAE;SACxB,CAAC,CAAC;IACL,CAAC;IAED,8EAA8E;IAC9E,QAAQ;IACR,8EAA8E;IAE9E;;OAEG;IACH,KAAK;QAMH,OAAO,IAAI,CAAC,KAAK,CAAC,KAAK,EAAE,CAAC;IAC5B,CAAC;CACF;AA/QD,0CA+QC;AAED;;GAEG;AACH,SAAgB,aAAa,CAAC,MAAqB;IACjD,OAAO,IAAI,eAAe,CAAC,MAAM,CAAC,CAAC;AACrC,CAAC;AAED,kBAAe,eAAe,CAAC"} \ No newline at end of file diff --git a/npm/packages/ruvector/src/core/coverage-router.d.ts b/npm/packages/ruvector/src/core/coverage-router.d.ts deleted file mode 100644 index 7b14ddb579..0000000000 --- a/npm/packages/ruvector/src/core/coverage-router.d.ts +++ /dev/null @@ -1,88 +0,0 @@ -/** - * Coverage Router - Test coverage-aware agent routing - * - * Uses test coverage data to make smarter routing decisions: - * - Prioritize testing for uncovered code - * - Route to tester agent for low-coverage files - * - Suggest test files for modified code - */ -export interface CoverageData { - file: string; - lines: { - total: number; - covered: number; - percentage: number; - }; - functions: { - total: number; - covered: number; - percentage: number; - }; - branches: { - total: number; - covered: number; - percentage: number; - }; - uncoveredLines: number[]; - uncoveredFunctions: string[]; -} -export interface CoverageSummary { - files: Map; - overall: { - lines: number; - functions: number; - branches: number; - }; - lowCoverageFiles: string[]; - uncoveredFiles: string[]; -} -export interface TestSuggestion { - file: string; - testFile: string; - reason: string; - priority: 'high' | 'medium' | 'low'; - coverage: number; - uncoveredFunctions: string[]; -} -/** - * Parse Istanbul/NYC JSON coverage report - */ -export declare function parseIstanbulCoverage(coveragePath: string): CoverageSummary; -/** - * Find coverage report in project - */ -export declare function findCoverageReport(projectRoot?: string): string | null; -/** - * Get coverage data for a specific file - */ -export declare function getFileCoverage(file: string, summary?: CoverageSummary): CoverageData | null; -/** - * Suggest tests for files based on coverage - */ -export declare function suggestTests(files: string[], summary?: CoverageSummary): TestSuggestion[]; -/** - * Determine if a file needs the tester agent based on coverage - */ -export declare function shouldRouteToTester(file: string, summary?: CoverageSummary): { - route: boolean; - reason: string; - coverage: number; -}; -/** - * Get coverage-aware routing weight for agent selection - */ -export declare function getCoverageRoutingWeight(file: string, summary?: CoverageSummary): { - coder: number; - tester: number; - reviewer: number; -}; -declare const _default: { - parseIstanbulCoverage: typeof parseIstanbulCoverage; - findCoverageReport: typeof findCoverageReport; - getFileCoverage: typeof getFileCoverage; - suggestTests: typeof suggestTests; - shouldRouteToTester: typeof shouldRouteToTester; - getCoverageRoutingWeight: typeof getCoverageRoutingWeight; -}; -export default _default; -//# sourceMappingURL=coverage-router.d.ts.map \ No newline at end of file diff --git a/npm/packages/ruvector/src/core/coverage-router.d.ts.map b/npm/packages/ruvector/src/core/coverage-router.d.ts.map deleted file mode 100644 index cd6e7a6c13..0000000000 --- a/npm/packages/ruvector/src/core/coverage-router.d.ts.map +++ /dev/null @@ -1 +0,0 @@ -{"version":3,"file":"coverage-router.d.ts","sourceRoot":"","sources":["coverage-router.ts"],"names":[],"mappings":"AAAA;;;;;;;GAOG;AAKH,MAAM,WAAW,YAAY;IAC3B,IAAI,EAAE,MAAM,CAAC;IACb,KAAK,EAAE;QACL,KAAK,EAAE,MAAM,CAAC;QACd,OAAO,EAAE,MAAM,CAAC;QAChB,UAAU,EAAE,MAAM,CAAC;KACpB,CAAC;IACF,SAAS,EAAE;QACT,KAAK,EAAE,MAAM,CAAC;QACd,OAAO,EAAE,MAAM,CAAC;QAChB,UAAU,EAAE,MAAM,CAAC;KACpB,CAAC;IACF,QAAQ,EAAE;QACR,KAAK,EAAE,MAAM,CAAC;QACd,OAAO,EAAE,MAAM,CAAC;QAChB,UAAU,EAAE,MAAM,CAAC;KACpB,CAAC;IACF,cAAc,EAAE,MAAM,EAAE,CAAC;IACzB,kBAAkB,EAAE,MAAM,EAAE,CAAC;CAC9B;AAED,MAAM,WAAW,eAAe;IAC9B,KAAK,EAAE,GAAG,CAAC,MAAM,EAAE,YAAY,CAAC,CAAC;IACjC,OAAO,EAAE;QACP,KAAK,EAAE,MAAM,CAAC;QACd,SAAS,EAAE,MAAM,CAAC;QAClB,QAAQ,EAAE,MAAM,CAAC;KAClB,CAAC;IACF,gBAAgB,EAAE,MAAM,EAAE,CAAC;IAC3B,cAAc,EAAE,MAAM,EAAE,CAAC;CAC1B;AAED,MAAM,WAAW,cAAc;IAC7B,IAAI,EAAE,MAAM,CAAC;IACb,QAAQ,EAAE,MAAM,CAAC;IACjB,MAAM,EAAE,MAAM,CAAC;IACf,QAAQ,EAAE,MAAM,GAAG,QAAQ,GAAG,KAAK,CAAC;IACpC,QAAQ,EAAE,MAAM,CAAC;IACjB,kBAAkB,EAAE,MAAM,EAAE,CAAC;CAC9B;AAED;;GAEG;AACH,wBAAgB,qBAAqB,CAAC,YAAY,EAAE,MAAM,GAAG,eAAe,CA0F3E;AAED;;GAEG;AACH,wBAAgB,kBAAkB,CAAC,WAAW,GAAE,MAAsB,GAAG,MAAM,GAAG,IAAI,CAiBrF;AAED;;GAEG;AACH,wBAAgB,eAAe,CAAC,IAAI,EAAE,MAAM,EAAE,OAAO,CAAC,EAAE,eAAe,GAAG,YAAY,GAAG,IAAI,CAqB5F;AAED;;GAEG;AACH,wBAAgB,YAAY,CAAC,KAAK,EAAE,MAAM,EAAE,EAAE,OAAO,CAAC,EAAE,eAAe,GAAG,cAAc,EAAE,CAwEzF;AAED;;GAEG;AACH,wBAAgB,mBAAmB,CAAC,IAAI,EAAE,MAAM,EAAE,OAAO,CAAC,EAAE,eAAe,GAAG;IAC5E,KAAK,EAAE,OAAO,CAAC;IACf,MAAM,EAAE,MAAM,CAAC;IACf,QAAQ,EAAE,MAAM,CAAC;CAClB,CAgCA;AAED;;GAEG;AACH,wBAAgB,wBAAwB,CAAC,IAAI,EAAE,MAAM,EAAE,OAAO,CAAC,EAAE,eAAe,GAAG;IACjF,KAAK,EAAE,MAAM,CAAC;IACd,MAAM,EAAE,MAAM,CAAC;IACf,QAAQ,EAAE,MAAM,CAAC;CAClB,CAuBA;;;;;;;;;AAED,wBAOE"} \ No newline at end of file diff --git a/npm/packages/ruvector/src/core/coverage-router.js b/npm/packages/ruvector/src/core/coverage-router.js deleted file mode 100644 index ea963bd3b3..0000000000 --- a/npm/packages/ruvector/src/core/coverage-router.js +++ /dev/null @@ -1,316 +0,0 @@ -"use strict"; -/** - * Coverage Router - Test coverage-aware agent routing - * - * Uses test coverage data to make smarter routing decisions: - * - Prioritize testing for uncovered code - * - Route to tester agent for low-coverage files - * - Suggest test files for modified code - */ -var __createBinding = (this && this.__createBinding) || (Object.create ? (function(o, m, k, k2) { - if (k2 === undefined) k2 = k; - var desc = Object.getOwnPropertyDescriptor(m, k); - if (!desc || ("get" in desc ? !m.__esModule : desc.writable || desc.configurable)) { - desc = { enumerable: true, get: function() { return m[k]; } }; - } - Object.defineProperty(o, k2, desc); -}) : (function(o, m, k, k2) { - if (k2 === undefined) k2 = k; - o[k2] = m[k]; -})); -var __setModuleDefault = (this && this.__setModuleDefault) || (Object.create ? (function(o, v) { - Object.defineProperty(o, "default", { enumerable: true, value: v }); -}) : function(o, v) { - o["default"] = v; -}); -var __importStar = (this && this.__importStar) || (function () { - var ownKeys = function(o) { - ownKeys = Object.getOwnPropertyNames || function (o) { - var ar = []; - for (var k in o) if (Object.prototype.hasOwnProperty.call(o, k)) ar[ar.length] = k; - return ar; - }; - return ownKeys(o); - }; - return function (mod) { - if (mod && mod.__esModule) return mod; - var result = {}; - if (mod != null) for (var k = ownKeys(mod), i = 0; i < k.length; i++) if (k[i] !== "default") __createBinding(result, mod, k[i]); - __setModuleDefault(result, mod); - return result; - }; -})(); -Object.defineProperty(exports, "__esModule", { value: true }); -exports.parseIstanbulCoverage = parseIstanbulCoverage; -exports.findCoverageReport = findCoverageReport; -exports.getFileCoverage = getFileCoverage; -exports.suggestTests = suggestTests; -exports.shouldRouteToTester = shouldRouteToTester; -exports.getCoverageRoutingWeight = getCoverageRoutingWeight; -const fs = __importStar(require("fs")); -const path = __importStar(require("path")); -/** - * Parse Istanbul/NYC JSON coverage report - */ -function parseIstanbulCoverage(coveragePath) { - const files = new Map(); - const lowCoverageFiles = []; - const uncoveredFiles = []; - let totalLines = 0, coveredLines = 0; - let totalFunctions = 0, coveredFunctions = 0; - let totalBranches = 0, coveredBranches = 0; - try { - const coverage = JSON.parse(fs.readFileSync(coveragePath, 'utf8')); - for (const [file, data] of Object.entries(coverage)) { - // Skip test files - if (file.includes('.test.') || file.includes('.spec.') || file.includes('__tests__')) { - continue; - } - // Parse statement coverage - const statements = Object.values(data.s || {}); - const linesCovered = statements.filter(n => n > 0).length; - const linesTotal = statements.length; - // Parse function coverage - const functions = Object.values(data.f || {}); - const fnCovered = functions.filter(n => n > 0).length; - const fnTotal = functions.length; - // Parse branch coverage - const branches = Object.values(data.b || {}).flat(); - const brCovered = branches.filter(n => n > 0).length; - const brTotal = branches.length; - // Find uncovered lines - const uncoveredLines = []; - for (const [line, count] of Object.entries(data.s || {})) { - if (count === 0) { - uncoveredLines.push(parseInt(line)); - } - } - // Find uncovered functions - const uncoveredFunctions = []; - const fnMap = data.fnMap || {}; - for (const [fnId, count] of Object.entries(data.f || {})) { - if (count === 0 && fnMap[fnId]) { - uncoveredFunctions.push(fnMap[fnId].name || `function_${fnId}`); - } - } - const linePercentage = linesTotal > 0 ? (linesCovered / linesTotal) * 100 : 100; - const fnPercentage = fnTotal > 0 ? (fnCovered / fnTotal) * 100 : 100; - const brPercentage = brTotal > 0 ? (brCovered / brTotal) * 100 : 100; - files.set(file, { - file, - lines: { total: linesTotal, covered: linesCovered, percentage: linePercentage }, - functions: { total: fnTotal, covered: fnCovered, percentage: fnPercentage }, - branches: { total: brTotal, covered: brCovered, percentage: brPercentage }, - uncoveredLines, - uncoveredFunctions, - }); - totalLines += linesTotal; - coveredLines += linesCovered; - totalFunctions += fnTotal; - coveredFunctions += fnCovered; - totalBranches += brTotal; - coveredBranches += brCovered; - if (linePercentage < 50) { - lowCoverageFiles.push(file); - } - if (linePercentage === 0 && linesTotal > 0) { - uncoveredFiles.push(file); - } - } - } - catch (e) { - // Return empty summary on error - } - return { - files, - overall: { - lines: totalLines > 0 ? (coveredLines / totalLines) * 100 : 0, - functions: totalFunctions > 0 ? (coveredFunctions / totalFunctions) * 100 : 0, - branches: totalBranches > 0 ? (coveredBranches / totalBranches) * 100 : 0, - }, - lowCoverageFiles, - uncoveredFiles, - }; -} -/** - * Find coverage report in project - */ -function findCoverageReport(projectRoot = process.cwd()) { - const possiblePaths = [ - 'coverage/coverage-final.json', - 'coverage/coverage-summary.json', - '.nyc_output/coverage.json', - 'coverage.json', - 'coverage/lcov.info', - ]; - for (const p of possiblePaths) { - const fullPath = path.join(projectRoot, p); - if (fs.existsSync(fullPath)) { - return fullPath; - } - } - return null; -} -/** - * Get coverage data for a specific file - */ -function getFileCoverage(file, summary) { - if (!summary) { - const reportPath = findCoverageReport(); - if (!reportPath) - return null; - summary = parseIstanbulCoverage(reportPath); - } - // Try exact match first - if (summary.files.has(file)) { - return summary.files.get(file); - } - // Try matching by basename - const basename = path.basename(file); - for (const [key, data] of summary.files) { - if (key.endsWith(file) || key.endsWith(basename)) { - return data; - } - } - return null; -} -/** - * Suggest tests for files based on coverage - */ -function suggestTests(files, summary) { - if (!summary) { - const reportPath = findCoverageReport(); - if (reportPath) { - summary = parseIstanbulCoverage(reportPath); - } - } - const suggestions = []; - for (const file of files) { - const coverage = summary ? getFileCoverage(file, summary) : null; - // Determine test file path - const ext = path.extname(file); - const base = path.basename(file, ext); - const dir = path.dirname(file); - const possibleTestFiles = [ - path.join(dir, `${base}.test${ext}`), - path.join(dir, `${base}.spec${ext}`), - path.join(dir, '__tests__', `${base}.test${ext}`), - path.join('test', `${base}.test${ext}`), - path.join('tests', `${base}.test${ext}`), - ]; - const existingTestFile = possibleTestFiles.find(t => fs.existsSync(t)); - const testFile = existingTestFile || possibleTestFiles[0]; - if (!coverage) { - suggestions.push({ - file, - testFile, - reason: 'No coverage data - needs test file', - priority: 'high', - coverage: 0, - uncoveredFunctions: [], - }); - } - else if (coverage.lines.percentage < 30) { - suggestions.push({ - file, - testFile, - reason: `Very low coverage (${coverage.lines.percentage.toFixed(1)}%)`, - priority: 'high', - coverage: coverage.lines.percentage, - uncoveredFunctions: coverage.uncoveredFunctions, - }); - } - else if (coverage.lines.percentage < 70) { - suggestions.push({ - file, - testFile, - reason: `Low coverage (${coverage.lines.percentage.toFixed(1)}%)`, - priority: 'medium', - coverage: coverage.lines.percentage, - uncoveredFunctions: coverage.uncoveredFunctions, - }); - } - else if (coverage.uncoveredFunctions.length > 0) { - suggestions.push({ - file, - testFile, - reason: `${coverage.uncoveredFunctions.length} untested functions`, - priority: 'low', - coverage: coverage.lines.percentage, - uncoveredFunctions: coverage.uncoveredFunctions, - }); - } - } - return suggestions.sort((a, b) => { - const priorityOrder = { high: 0, medium: 1, low: 2 }; - return priorityOrder[a.priority] - priorityOrder[b.priority]; - }); -} -/** - * Determine if a file needs the tester agent based on coverage - */ -function shouldRouteToTester(file, summary) { - const coverage = getFileCoverage(file, summary); - if (!coverage) { - return { - route: true, - reason: 'No test coverage data available', - coverage: 0, - }; - } - if (coverage.lines.percentage < 50) { - return { - route: true, - reason: `Low coverage: ${coverage.lines.percentage.toFixed(1)}%`, - coverage: coverage.lines.percentage, - }; - } - if (coverage.uncoveredFunctions.length > 3) { - return { - route: true, - reason: `${coverage.uncoveredFunctions.length} untested functions`, - coverage: coverage.lines.percentage, - }; - } - return { - route: false, - reason: `Adequate coverage: ${coverage.lines.percentage.toFixed(1)}%`, - coverage: coverage.lines.percentage, - }; -} -/** - * Get coverage-aware routing weight for agent selection - */ -function getCoverageRoutingWeight(file, summary) { - const coverage = getFileCoverage(file, summary); - if (!coverage) { - // No coverage = prioritize testing - return { coder: 0.3, tester: 0.5, reviewer: 0.2 }; - } - const pct = coverage.lines.percentage; - if (pct < 30) { - // Very low - strongly prioritize testing - return { coder: 0.2, tester: 0.6, reviewer: 0.2 }; - } - else if (pct < 60) { - // Low - moderate testing priority - return { coder: 0.4, tester: 0.4, reviewer: 0.2 }; - } - else if (pct < 80) { - // Okay - balanced - return { coder: 0.5, tester: 0.3, reviewer: 0.2 }; - } - else { - // Good - focus on code quality - return { coder: 0.5, tester: 0.2, reviewer: 0.3 }; - } -} -exports.default = { - parseIstanbulCoverage, - findCoverageReport, - getFileCoverage, - suggestTests, - shouldRouteToTester, - getCoverageRoutingWeight, -}; -//# sourceMappingURL=coverage-router.js.map \ No newline at end of file diff --git a/npm/packages/ruvector/src/core/coverage-router.js.map b/npm/packages/ruvector/src/core/coverage-router.js.map deleted file mode 100644 index 860c766db9..0000000000 --- a/npm/packages/ruvector/src/core/coverage-router.js.map +++ /dev/null @@ -1 +0,0 @@ -{"version":3,"file":"coverage-router.js","sourceRoot":"","sources":["coverage-router.ts"],"names":[],"mappings":";AAAA;;;;;;;GAOG;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;AAiDH,sDA0FC;AAKD,gDAiBC;AAKD,0CAqBC;AAKD,oCAwEC;AAKD,kDAoCC;AAKD,4DA2BC;AA/UD,uCAAyB;AACzB,2CAA6B;AA2C7B;;GAEG;AACH,SAAgB,qBAAqB,CAAC,YAAoB;IACxD,MAAM,KAAK,GAAG,IAAI,GAAG,EAAwB,CAAC;IAC9C,MAAM,gBAAgB,GAAa,EAAE,CAAC;IACtC,MAAM,cAAc,GAAa,EAAE,CAAC;IACpC,IAAI,UAAU,GAAG,CAAC,EAAE,YAAY,GAAG,CAAC,CAAC;IACrC,IAAI,cAAc,GAAG,CAAC,EAAE,gBAAgB,GAAG,CAAC,CAAC;IAC7C,IAAI,aAAa,GAAG,CAAC,EAAE,eAAe,GAAG,CAAC,CAAC;IAE3C,IAAI,CAAC;QACH,MAAM,QAAQ,GAAG,IAAI,CAAC,KAAK,CAAC,EAAE,CAAC,YAAY,CAAC,YAAY,EAAE,MAAM,CAAC,CAAC,CAAC;QAEnE,KAAK,MAAM,CAAC,IAAI,EAAE,IAAI,CAAC,IAAI,MAAM,CAAC,OAAO,CAAC,QAAQ,CAAoB,EAAE,CAAC;YACvE,kBAAkB;YAClB,IAAI,IAAI,CAAC,QAAQ,CAAC,QAAQ,CAAC,IAAI,IAAI,CAAC,QAAQ,CAAC,QAAQ,CAAC,IAAI,IAAI,CAAC,QAAQ,CAAC,WAAW,CAAC,EAAE,CAAC;gBACrF,SAAS;YACX,CAAC;YAED,2BAA2B;YAC3B,MAAM,UAAU,GAAG,MAAM,CAAC,MAAM,CAAC,IAAI,CAAC,CAAC,IAAI,EAAE,CAAa,CAAC;YAC3D,MAAM,YAAY,GAAG,UAAU,CAAC,MAAM,CAAC,CAAC,CAAC,EAAE,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,MAAM,CAAC;YAC1D,MAAM,UAAU,GAAG,UAAU,CAAC,MAAM,CAAC;YAErC,0BAA0B;YAC1B,MAAM,SAAS,GAAG,MAAM,CAAC,MAAM,CAAC,IAAI,CAAC,CAAC,IAAI,EAAE,CAAa,CAAC;YAC1D,MAAM,SAAS,GAAG,SAAS,CAAC,MAAM,CAAC,CAAC,CAAC,EAAE,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,MAAM,CAAC;YACtD,MAAM,OAAO,GAAG,SAAS,CAAC,MAAM,CAAC;YAEjC,wBAAwB;YACxB,MAAM,QAAQ,GAAG,MAAM,CAAC,MAAM,CAAC,IAAI,CAAC,CAAC,IAAI,EAAE,CAAC,CAAC,IAAI,EAAc,CAAC;YAChE,MAAM,SAAS,GAAG,QAAQ,CAAC,MAAM,CAAC,CAAC,CAAC,EAAE,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,MAAM,CAAC;YACrD,MAAM,OAAO,GAAG,QAAQ,CAAC,MAAM,CAAC;YAEhC,uBAAuB;YACvB,MAAM,cAAc,GAAa,EAAE,CAAC;YACpC,KAAK,MAAM,CAAC,IAAI,EAAE,KAAK,CAAC,IAAI,MAAM,CAAC,OAAO,CAAC,IAAI,CAAC,CAAC,IAAI,EAAE,CAAC,EAAE,CAAC;gBACzD,IAAI,KAAK,KAAK,CAAC,EAAE,CAAC;oBAChB,cAAc,CAAC,IAAI,CAAC,QAAQ,CAAC,IAAI,CAAC,CAAC,CAAC;gBACtC,CAAC;YACH,CAAC;YAED,2BAA2B;YAC3B,MAAM,kBAAkB,GAAa,EAAE,CAAC;YACxC,MAAM,KAAK,GAAG,IAAI,CAAC,KAAK,IAAI,EAAE,CAAC;YAC/B,KAAK,MAAM,CAAC,IAAI,EAAE,KAAK,CAAC,IAAI,MAAM,CAAC,OAAO,CAAC,IAAI,CAAC,CAAC,IAAI,EAAE,CAAC,EAAE,CAAC;gBACzD,IAAI,KAAK,KAAK,CAAC,IAAI,KAAK,CAAC,IAAI,CAAC,EAAE,CAAC;oBAC/B,kBAAkB,CAAC,IAAI,CAAC,KAAK,CAAC,IAAI,CAAC,CAAC,IAAI,IAAI,YAAY,IAAI,EAAE,CAAC,CAAC;gBAClE,CAAC;YACH,CAAC;YAED,MAAM,cAAc,GAAG,UAAU,GAAG,CAAC,CAAC,CAAC,CAAC,CAAC,YAAY,GAAG,UAAU,CAAC,GAAG,GAAG,CAAC,CAAC,CAAC,GAAG,CAAC;YAChF,MAAM,YAAY,GAAG,OAAO,GAAG,CAAC,CAAC,CAAC,CAAC,CAAC,SAAS,GAAG,OAAO,CAAC,GAAG,GAAG,CAAC,CAAC,CAAC,GAAG,CAAC;YACrE,MAAM,YAAY,GAAG,OAAO,GAAG,CAAC,CAAC,CAAC,CAAC,CAAC,SAAS,GAAG,OAAO,CAAC,GAAG,GAAG,CAAC,CAAC,CAAC,GAAG,CAAC;YAErE,KAAK,CAAC,GAAG,CAAC,IAAI,EAAE;gBACd,IAAI;gBACJ,KAAK,EAAE,EAAE,KAAK,EAAE,UAAU,EAAE,OAAO,EAAE,YAAY,EAAE,UAAU,EAAE,cAAc,EAAE;gBAC/E,SAAS,EAAE,EAAE,KAAK,EAAE,OAAO,EAAE,OAAO,EAAE,SAAS,EAAE,UAAU,EAAE,YAAY,EAAE;gBAC3E,QAAQ,EAAE,EAAE,KAAK,EAAE,OAAO,EAAE,OAAO,EAAE,SAAS,EAAE,UAAU,EAAE,YAAY,EAAE;gBAC1E,cAAc;gBACd,kBAAkB;aACnB,CAAC,CAAC;YAEH,UAAU,IAAI,UAAU,CAAC;YACzB,YAAY,IAAI,YAAY,CAAC;YAC7B,cAAc,IAAI,OAAO,CAAC;YAC1B,gBAAgB,IAAI,SAAS,CAAC;YAC9B,aAAa,IAAI,OAAO,CAAC;YACzB,eAAe,IAAI,SAAS,CAAC;YAE7B,IAAI,cAAc,GAAG,EAAE,EAAE,CAAC;gBACxB,gBAAgB,CAAC,IAAI,CAAC,IAAI,CAAC,CAAC;YAC9B,CAAC;YACD,IAAI,cAAc,KAAK,CAAC,IAAI,UAAU,GAAG,CAAC,EAAE,CAAC;gBAC3C,cAAc,CAAC,IAAI,CAAC,IAAI,CAAC,CAAC;YAC5B,CAAC;QACH,CAAC;IACH,CAAC;IAAC,OAAO,CAAC,EAAE,CAAC;QACX,gCAAgC;IAClC,CAAC;IAED,OAAO;QACL,KAAK;QACL,OAAO,EAAE;YACP,KAAK,EAAE,UAAU,GAAG,CAAC,CAAC,CAAC,CAAC,CAAC,YAAY,GAAG,UAAU,CAAC,GAAG,GAAG,CAAC,CAAC,CAAC,CAAC;YAC7D,SAAS,EAAE,cAAc,GAAG,CAAC,CAAC,CAAC,CAAC,CAAC,gBAAgB,GAAG,cAAc,CAAC,GAAG,GAAG,CAAC,CAAC,CAAC,CAAC;YAC7E,QAAQ,EAAE,aAAa,GAAG,CAAC,CAAC,CAAC,CAAC,CAAC,eAAe,GAAG,aAAa,CAAC,GAAG,GAAG,CAAC,CAAC,CAAC,CAAC;SAC1E;QACD,gBAAgB;QAChB,cAAc;KACf,CAAC;AACJ,CAAC;AAED;;GAEG;AACH,SAAgB,kBAAkB,CAAC,cAAsB,OAAO,CAAC,GAAG,EAAE;IACpE,MAAM,aAAa,GAAG;QACpB,8BAA8B;QAC9B,gCAAgC;QAChC,2BAA2B;QAC3B,eAAe;QACf,oBAAoB;KACrB,CAAC;IAEF,KAAK,MAAM,CAAC,IAAI,aAAa,EAAE,CAAC;QAC9B,MAAM,QAAQ,GAAG,IAAI,CAAC,IAAI,CAAC,WAAW,EAAE,CAAC,CAAC,CAAC;QAC3C,IAAI,EAAE,CAAC,UAAU,CAAC,QAAQ,CAAC,EAAE,CAAC;YAC5B,OAAO,QAAQ,CAAC;QAClB,CAAC;IACH,CAAC;IAED,OAAO,IAAI,CAAC;AACd,CAAC;AAED;;GAEG;AACH,SAAgB,eAAe,CAAC,IAAY,EAAE,OAAyB;IACrE,IAAI,CAAC,OAAO,EAAE,CAAC;QACb,MAAM,UAAU,GAAG,kBAAkB,EAAE,CAAC;QACxC,IAAI,CAAC,UAAU;YAAE,OAAO,IAAI,CAAC;QAC7B,OAAO,GAAG,qBAAqB,CAAC,UAAU,CAAC,CAAC;IAC9C,CAAC;IAED,wBAAwB;IACxB,IAAI,OAAO,CAAC,KAAK,CAAC,GAAG,CAAC,IAAI,CAAC,EAAE,CAAC;QAC5B,OAAO,OAAO,CAAC,KAAK,CAAC,GAAG,CAAC,IAAI,CAAE,CAAC;IAClC,CAAC;IAED,2BAA2B;IAC3B,MAAM,QAAQ,GAAG,IAAI,CAAC,QAAQ,CAAC,IAAI,CAAC,CAAC;IACrC,KAAK,MAAM,CAAC,GAAG,EAAE,IAAI,CAAC,IAAI,OAAO,CAAC,KAAK,EAAE,CAAC;QACxC,IAAI,GAAG,CAAC,QAAQ,CAAC,IAAI,CAAC,IAAI,GAAG,CAAC,QAAQ,CAAC,QAAQ,CAAC,EAAE,CAAC;YACjD,OAAO,IAAI,CAAC;QACd,CAAC;IACH,CAAC;IAED,OAAO,IAAI,CAAC;AACd,CAAC;AAED;;GAEG;AACH,SAAgB,YAAY,CAAC,KAAe,EAAE,OAAyB;IACrE,IAAI,CAAC,OAAO,EAAE,CAAC;QACb,MAAM,UAAU,GAAG,kBAAkB,EAAE,CAAC;QACxC,IAAI,UAAU,EAAE,CAAC;YACf,OAAO,GAAG,qBAAqB,CAAC,UAAU,CAAC,CAAC;QAC9C,CAAC;IACH,CAAC;IAED,MAAM,WAAW,GAAqB,EAAE,CAAC;IAEzC,KAAK,MAAM,IAAI,IAAI,KAAK,EAAE,CAAC;QACzB,MAAM,QAAQ,GAAG,OAAO,CAAC,CAAC,CAAC,eAAe,CAAC,IAAI,EAAE,OAAO,CAAC,CAAC,CAAC,CAAC,IAAI,CAAC;QAEjE,2BAA2B;QAC3B,MAAM,GAAG,GAAG,IAAI,CAAC,OAAO,CAAC,IAAI,CAAC,CAAC;QAC/B,MAAM,IAAI,GAAG,IAAI,CAAC,QAAQ,CAAC,IAAI,EAAE,GAAG,CAAC,CAAC;QACtC,MAAM,GAAG,GAAG,IAAI,CAAC,OAAO,CAAC,IAAI,CAAC,CAAC;QAE/B,MAAM,iBAAiB,GAAG;YACxB,IAAI,CAAC,IAAI,CAAC,GAAG,EAAE,GAAG,IAAI,QAAQ,GAAG,EAAE,CAAC;YACpC,IAAI,CAAC,IAAI,CAAC,GAAG,EAAE,GAAG,IAAI,QAAQ,GAAG,EAAE,CAAC;YACpC,IAAI,CAAC,IAAI,CAAC,GAAG,EAAE,WAAW,EAAE,GAAG,IAAI,QAAQ,GAAG,EAAE,CAAC;YACjD,IAAI,CAAC,IAAI,CAAC,MAAM,EAAE,GAAG,IAAI,QAAQ,GAAG,EAAE,CAAC;YACvC,IAAI,CAAC,IAAI,CAAC,OAAO,EAAE,GAAG,IAAI,QAAQ,GAAG,EAAE,CAAC;SACzC,CAAC;QAEF,MAAM,gBAAgB,GAAG,iBAAiB,CAAC,IAAI,CAAC,CAAC,CAAC,EAAE,CAAC,EAAE,CAAC,UAAU,CAAC,CAAC,CAAC,CAAC,CAAC;QACvE,MAAM,QAAQ,GAAG,gBAAgB,IAAI,iBAAiB,CAAC,CAAC,CAAC,CAAC;QAE1D,IAAI,CAAC,QAAQ,EAAE,CAAC;YACd,WAAW,CAAC,IAAI,CAAC;gBACf,IAAI;gBACJ,QAAQ;gBACR,MAAM,EAAE,oCAAoC;gBAC5C,QAAQ,EAAE,MAAM;gBAChB,QAAQ,EAAE,CAAC;gBACX,kBAAkB,EAAE,EAAE;aACvB,CAAC,CAAC;QACL,CAAC;aAAM,IAAI,QAAQ,CAAC,KAAK,CAAC,UAAU,GAAG,EAAE,EAAE,CAAC;YAC1C,WAAW,CAAC,IAAI,CAAC;gBACf,IAAI;gBACJ,QAAQ;gBACR,MAAM,EAAE,sBAAsB,QAAQ,CAAC,KAAK,CAAC,UAAU,CAAC,OAAO,CAAC,CAAC,CAAC,IAAI;gBACtE,QAAQ,EAAE,MAAM;gBAChB,QAAQ,EAAE,QAAQ,CAAC,KAAK,CAAC,UAAU;gBACnC,kBAAkB,EAAE,QAAQ,CAAC,kBAAkB;aAChD,CAAC,CAAC;QACL,CAAC;aAAM,IAAI,QAAQ,CAAC,KAAK,CAAC,UAAU,GAAG,EAAE,EAAE,CAAC;YAC1C,WAAW,CAAC,IAAI,CAAC;gBACf,IAAI;gBACJ,QAAQ;gBACR,MAAM,EAAE,iBAAiB,QAAQ,CAAC,KAAK,CAAC,UAAU,CAAC,OAAO,CAAC,CAAC,CAAC,IAAI;gBACjE,QAAQ,EAAE,QAAQ;gBAClB,QAAQ,EAAE,QAAQ,CAAC,KAAK,CAAC,UAAU;gBACnC,kBAAkB,EAAE,QAAQ,CAAC,kBAAkB;aAChD,CAAC,CAAC;QACL,CAAC;aAAM,IAAI,QAAQ,CAAC,kBAAkB,CAAC,MAAM,GAAG,CAAC,EAAE,CAAC;YAClD,WAAW,CAAC,IAAI,CAAC;gBACf,IAAI;gBACJ,QAAQ;gBACR,MAAM,EAAE,GAAG,QAAQ,CAAC,kBAAkB,CAAC,MAAM,qBAAqB;gBAClE,QAAQ,EAAE,KAAK;gBACf,QAAQ,EAAE,QAAQ,CAAC,KAAK,CAAC,UAAU;gBACnC,kBAAkB,EAAE,QAAQ,CAAC,kBAAkB;aAChD,CAAC,CAAC;QACL,CAAC;IACH,CAAC;IAED,OAAO,WAAW,CAAC,IAAI,CAAC,CAAC,CAAC,EAAE,CAAC,EAAE,EAAE;QAC/B,MAAM,aAAa,GAAG,EAAE,IAAI,EAAE,CAAC,EAAE,MAAM,EAAE,CAAC,EAAE,GAAG,EAAE,CAAC,EAAE,CAAC;QACrD,OAAO,aAAa,CAAC,CAAC,CAAC,QAAQ,CAAC,GAAG,aAAa,CAAC,CAAC,CAAC,QAAQ,CAAC,CAAC;IAC/D,CAAC,CAAC,CAAC;AACL,CAAC;AAED;;GAEG;AACH,SAAgB,mBAAmB,CAAC,IAAY,EAAE,OAAyB;IAKzE,MAAM,QAAQ,GAAG,eAAe,CAAC,IAAI,EAAE,OAAO,CAAC,CAAC;IAEhD,IAAI,CAAC,QAAQ,EAAE,CAAC;QACd,OAAO;YACL,KAAK,EAAE,IAAI;YACX,MAAM,EAAE,iCAAiC;YACzC,QAAQ,EAAE,CAAC;SACZ,CAAC;IACJ,CAAC;IAED,IAAI,QAAQ,CAAC,KAAK,CAAC,UAAU,GAAG,EAAE,EAAE,CAAC;QACnC,OAAO;YACL,KAAK,EAAE,IAAI;YACX,MAAM,EAAE,iBAAiB,QAAQ,CAAC,KAAK,CAAC,UAAU,CAAC,OAAO,CAAC,CAAC,CAAC,GAAG;YAChE,QAAQ,EAAE,QAAQ,CAAC,KAAK,CAAC,UAAU;SACpC,CAAC;IACJ,CAAC;IAED,IAAI,QAAQ,CAAC,kBAAkB,CAAC,MAAM,GAAG,CAAC,EAAE,CAAC;QAC3C,OAAO;YACL,KAAK,EAAE,IAAI;YACX,MAAM,EAAE,GAAG,QAAQ,CAAC,kBAAkB,CAAC,MAAM,qBAAqB;YAClE,QAAQ,EAAE,QAAQ,CAAC,KAAK,CAAC,UAAU;SACpC,CAAC;IACJ,CAAC;IAED,OAAO;QACL,KAAK,EAAE,KAAK;QACZ,MAAM,EAAE,sBAAsB,QAAQ,CAAC,KAAK,CAAC,UAAU,CAAC,OAAO,CAAC,CAAC,CAAC,GAAG;QACrE,QAAQ,EAAE,QAAQ,CAAC,KAAK,CAAC,UAAU;KACpC,CAAC;AACJ,CAAC;AAED;;GAEG;AACH,SAAgB,wBAAwB,CAAC,IAAY,EAAE,OAAyB;IAK9E,MAAM,QAAQ,GAAG,eAAe,CAAC,IAAI,EAAE,OAAO,CAAC,CAAC;IAEhD,IAAI,CAAC,QAAQ,EAAE,CAAC;QACd,mCAAmC;QACnC,OAAO,EAAE,KAAK,EAAE,GAAG,EAAE,MAAM,EAAE,GAAG,EAAE,QAAQ,EAAE,GAAG,EAAE,CAAC;IACpD,CAAC;IAED,MAAM,GAAG,GAAG,QAAQ,CAAC,KAAK,CAAC,UAAU,CAAC;IAEtC,IAAI,GAAG,GAAG,EAAE,EAAE,CAAC;QACb,yCAAyC;QACzC,OAAO,EAAE,KAAK,EAAE,GAAG,EAAE,MAAM,EAAE,GAAG,EAAE,QAAQ,EAAE,GAAG,EAAE,CAAC;IACpD,CAAC;SAAM,IAAI,GAAG,GAAG,EAAE,EAAE,CAAC;QACpB,kCAAkC;QAClC,OAAO,EAAE,KAAK,EAAE,GAAG,EAAE,MAAM,EAAE,GAAG,EAAE,QAAQ,EAAE,GAAG,EAAE,CAAC;IACpD,CAAC;SAAM,IAAI,GAAG,GAAG,EAAE,EAAE,CAAC;QACpB,kBAAkB;QAClB,OAAO,EAAE,KAAK,EAAE,GAAG,EAAE,MAAM,EAAE,GAAG,EAAE,QAAQ,EAAE,GAAG,EAAE,CAAC;IACpD,CAAC;SAAM,CAAC;QACN,+BAA+B;QAC/B,OAAO,EAAE,KAAK,EAAE,GAAG,EAAE,MAAM,EAAE,GAAG,EAAE,QAAQ,EAAE,GAAG,EAAE,CAAC;IACpD,CAAC;AACH,CAAC;AAED,kBAAe;IACb,qBAAqB;IACrB,kBAAkB;IAClB,eAAe;IACf,YAAY;IACZ,mBAAmB;IACnB,wBAAwB;CACzB,CAAC"} \ No newline at end of file diff --git a/npm/packages/ruvector/src/core/diff-embeddings.d.ts b/npm/packages/ruvector/src/core/diff-embeddings.d.ts deleted file mode 100644 index 0a833b66e3..0000000000 --- a/npm/packages/ruvector/src/core/diff-embeddings.d.ts +++ /dev/null @@ -1,93 +0,0 @@ -/** - * Diff Embeddings - Semantic encoding of git diffs - * - * Generates embeddings for code changes to enable: - * - Change classification (feature, bugfix, refactor) - * - Similar change detection - * - Risk assessment - * - Review prioritization - */ -export interface DiffHunk { - file: string; - oldStart: number; - oldLines: number; - newStart: number; - newLines: number; - content: string; - additions: string[]; - deletions: string[]; -} -export interface DiffAnalysis { - file: string; - hunks: DiffHunk[]; - totalAdditions: number; - totalDeletions: number; - complexity: number; - riskScore: number; - category: 'feature' | 'bugfix' | 'refactor' | 'docs' | 'test' | 'config' | 'unknown'; - embedding?: number[]; -} -export interface CommitAnalysis { - hash: string; - message: string; - author: string; - date: string; - files: DiffAnalysis[]; - totalAdditions: number; - totalDeletions: number; - riskScore: number; - embedding?: number[]; -} -/** - * Parse a unified diff into hunks - */ -export declare function parseDiff(diff: string): DiffHunk[]; -/** - * Classify a change based on patterns - */ -export declare function classifyChange(diff: string, message?: string): 'feature' | 'bugfix' | 'refactor' | 'docs' | 'test' | 'config' | 'unknown'; -/** - * Calculate risk score for a diff - */ -export declare function calculateRiskScore(analysis: DiffAnalysis): number; -/** - * Analyze a single file diff - */ -export declare function analyzeFileDiff(file: string, diff: string, message?: string): Promise; -/** - * Get diff for a commit - */ -export declare function getCommitDiff(commitHash?: string): string; -/** - * Get diff for staged changes - */ -export declare function getStagedDiff(): string; -/** - * Get diff for unstaged changes - */ -export declare function getUnstagedDiff(): string; -/** - * Analyze a commit - */ -export declare function analyzeCommit(commitHash?: string): Promise; -/** - * Find similar past commits based on diff embeddings - */ -export declare function findSimilarCommits(currentDiff: string, recentCommits?: number, topK?: number): Promise>; -declare const _default: { - parseDiff: typeof parseDiff; - classifyChange: typeof classifyChange; - calculateRiskScore: typeof calculateRiskScore; - analyzeFileDiff: typeof analyzeFileDiff; - analyzeCommit: typeof analyzeCommit; - getCommitDiff: typeof getCommitDiff; - getStagedDiff: typeof getStagedDiff; - getUnstagedDiff: typeof getUnstagedDiff; - findSimilarCommits: typeof findSimilarCommits; -}; -export default _default; -//# sourceMappingURL=diff-embeddings.d.ts.map \ No newline at end of file diff --git a/npm/packages/ruvector/src/core/diff-embeddings.d.ts.map b/npm/packages/ruvector/src/core/diff-embeddings.d.ts.map deleted file mode 100644 index 2af57f7dcc..0000000000 --- a/npm/packages/ruvector/src/core/diff-embeddings.d.ts.map +++ /dev/null @@ -1 +0,0 @@ -{"version":3,"file":"diff-embeddings.d.ts","sourceRoot":"","sources":["diff-embeddings.ts"],"names":[],"mappings":"AAAA;;;;;;;;GAQG;AAKH,MAAM,WAAW,QAAQ;IACvB,IAAI,EAAE,MAAM,CAAC;IACb,QAAQ,EAAE,MAAM,CAAC;IACjB,QAAQ,EAAE,MAAM,CAAC;IACjB,QAAQ,EAAE,MAAM,CAAC;IACjB,QAAQ,EAAE,MAAM,CAAC;IACjB,OAAO,EAAE,MAAM,CAAC;IAChB,SAAS,EAAE,MAAM,EAAE,CAAC;IACpB,SAAS,EAAE,MAAM,EAAE,CAAC;CACrB;AAED,MAAM,WAAW,YAAY;IAC3B,IAAI,EAAE,MAAM,CAAC;IACb,KAAK,EAAE,QAAQ,EAAE,CAAC;IAClB,cAAc,EAAE,MAAM,CAAC;IACvB,cAAc,EAAE,MAAM,CAAC;IACvB,UAAU,EAAE,MAAM,CAAC;IACnB,SAAS,EAAE,MAAM,CAAC;IAClB,QAAQ,EAAE,SAAS,GAAG,QAAQ,GAAG,UAAU,GAAG,MAAM,GAAG,MAAM,GAAG,QAAQ,GAAG,SAAS,CAAC;IACrF,SAAS,CAAC,EAAE,MAAM,EAAE,CAAC;CACtB;AAED,MAAM,WAAW,cAAc;IAC7B,IAAI,EAAE,MAAM,CAAC;IACb,OAAO,EAAE,MAAM,CAAC;IAChB,MAAM,EAAE,MAAM,CAAC;IACf,IAAI,EAAE,MAAM,CAAC;IACb,KAAK,EAAE,YAAY,EAAE,CAAC;IACtB,cAAc,EAAE,MAAM,CAAC;IACvB,cAAc,EAAE,MAAM,CAAC;IACvB,SAAS,EAAE,MAAM,CAAC;IAClB,SAAS,CAAC,EAAE,MAAM,EAAE,CAAC;CACtB;AAED;;GAEG;AACH,wBAAgB,SAAS,CAAC,IAAI,EAAE,MAAM,GAAG,QAAQ,EAAE,CAsDlD;AAED;;GAEG;AACH,wBAAgB,cAAc,CAAC,IAAI,EAAE,MAAM,EAAE,OAAO,GAAE,MAAW,GAAG,SAAS,GAAG,QAAQ,GAAG,UAAU,GAAG,MAAM,GAAG,MAAM,GAAG,QAAQ,GAAG,SAAS,CAsB7I;AAED;;GAEG;AACH,wBAAgB,kBAAkB,CAAC,QAAQ,EAAE,YAAY,GAAG,MAAM,CA2BjE;AAED;;GAEG;AACH,wBAAsB,eAAe,CAAC,IAAI,EAAE,MAAM,EAAE,IAAI,EAAE,MAAM,EAAE,OAAO,GAAE,MAAW,GAAG,OAAO,CAAC,YAAY,CAAC,CAsC7G;AAED;;GAEG;AACH,wBAAgB,aAAa,CAAC,UAAU,GAAE,MAAe,GAAG,MAAM,CASjE;AAED;;GAEG;AACH,wBAAgB,aAAa,IAAI,MAAM,CAStC;AAED;;GAEG;AACH,wBAAgB,eAAe,IAAI,MAAM,CASxC;AAED;;GAEG;AACH,wBAAsB,aAAa,CAAC,UAAU,GAAE,MAAe,GAAG,OAAO,CAAC,cAAc,CAAC,CAwDxF;AAED;;GAEG;AACH,wBAAsB,kBAAkB,CACtC,WAAW,EAAE,MAAM,EACnB,aAAa,GAAE,MAAW,EAC1B,IAAI,GAAE,MAAU,GACf,OAAO,CAAC,KAAK,CAAC;IAAE,IAAI,EAAE,MAAM,CAAC;IAAC,UAAU,EAAE,MAAM,CAAC;IAAC,OAAO,EAAE,MAAM,CAAA;CAAE,CAAC,CAAC,CAgCvE;;;;;;;;;;;;AAmBD,wBAUE"} \ No newline at end of file diff --git a/npm/packages/ruvector/src/core/diff-embeddings.js b/npm/packages/ruvector/src/core/diff-embeddings.js deleted file mode 100644 index a0af7a0132..0000000000 --- a/npm/packages/ruvector/src/core/diff-embeddings.js +++ /dev/null @@ -1,335 +0,0 @@ -"use strict"; -/** - * Diff Embeddings - Semantic encoding of git diffs - * - * Generates embeddings for code changes to enable: - * - Change classification (feature, bugfix, refactor) - * - Similar change detection - * - Risk assessment - * - Review prioritization - */ -Object.defineProperty(exports, "__esModule", { value: true }); -exports.parseDiff = parseDiff; -exports.classifyChange = classifyChange; -exports.calculateRiskScore = calculateRiskScore; -exports.analyzeFileDiff = analyzeFileDiff; -exports.getCommitDiff = getCommitDiff; -exports.getStagedDiff = getStagedDiff; -exports.getUnstagedDiff = getUnstagedDiff; -exports.analyzeCommit = analyzeCommit; -exports.findSimilarCommits = findSimilarCommits; -const child_process_1 = require("child_process"); -const onnx_embedder_1 = require("./onnx-embedder"); -/** - * Parse a unified diff into hunks - */ -function parseDiff(diff) { - const hunks = []; - const lines = diff.split('\n'); - let currentFile = ''; - let currentHunk = null; - for (const line of lines) { - // File header - if (line.startsWith('diff --git')) { - const match = line.match(/diff --git a\/(.+) b\/(.+)/); - if (match) { - currentFile = match[2]; - } - } - // Hunk header - if (line.startsWith('@@')) { - if (currentHunk) { - hunks.push(currentHunk); - } - const match = line.match(/@@ -(\d+),?(\d*) \+(\d+),?(\d*) @@/); - if (match) { - currentHunk = { - file: currentFile, - oldStart: parseInt(match[1]), - oldLines: parseInt(match[2] || '1'), - newStart: parseInt(match[3]), - newLines: parseInt(match[4] || '1'), - content: '', - additions: [], - deletions: [], - }; - } - } - else if (currentHunk) { - // Content lines - if (line.startsWith('+') && !line.startsWith('+++')) { - currentHunk.additions.push(line.substring(1)); - currentHunk.content += line + '\n'; - } - else if (line.startsWith('-') && !line.startsWith('---')) { - currentHunk.deletions.push(line.substring(1)); - currentHunk.content += line + '\n'; - } - else if (line.startsWith(' ')) { - currentHunk.content += line + '\n'; - } - } - } - if (currentHunk) { - hunks.push(currentHunk); - } - return hunks; -} -/** - * Classify a change based on patterns - */ -function classifyChange(diff, message = '') { - const lowerMessage = message.toLowerCase(); - const lowerDiff = diff.toLowerCase(); - // Check message patterns - if (/\b(fix|bug|issue|error|crash|patch)\b/.test(lowerMessage)) - return 'bugfix'; - if (/\b(feat|feature|add|new|implement)\b/.test(lowerMessage)) - return 'feature'; - if (/\b(refactor|clean|improve|optimize)\b/.test(lowerMessage)) - return 'refactor'; - if (/\b(doc|readme|comment|jsdoc)\b/.test(lowerMessage)) - return 'docs'; - if (/\b(test|spec|coverage)\b/.test(lowerMessage)) - return 'test'; - if (/\b(config|ci|cd|build|deps)\b/.test(lowerMessage)) - return 'config'; - // Check diff patterns - if (/\.(md|txt|rst)$/.test(diff)) - return 'docs'; - if (/\.(test|spec)\.[jt]sx?/.test(diff)) - return 'test'; - if (/\.(json|ya?ml|toml|ini)$/.test(diff)) - return 'config'; - // Check content patterns - if (/\bcatch\b|\btry\b|\berror\b/.test(lowerDiff) && /\bfix\b/.test(lowerDiff)) - return 'bugfix'; - if (/\bfunction\b|\bclass\b|\bexport\b/.test(lowerDiff)) - return 'feature'; - return 'unknown'; -} -/** - * Calculate risk score for a diff - */ -function calculateRiskScore(analysis) { - let risk = 0; - // Size risk - const totalChanges = analysis.totalAdditions + analysis.totalDeletions; - if (totalChanges > 500) - risk += 0.3; - else if (totalChanges > 200) - risk += 0.2; - else if (totalChanges > 50) - risk += 0.1; - // Complexity risk - if (analysis.complexity > 20) - risk += 0.2; - else if (analysis.complexity > 10) - risk += 0.1; - // File type risk - if (analysis.file.includes('auth') || analysis.file.includes('security')) - risk += 0.2; - if (analysis.file.includes('database') || analysis.file.includes('migration')) - risk += 0.15; - if (analysis.file.includes('api') || analysis.file.includes('endpoint')) - risk += 0.1; - // Pattern risk (deletions of error handling, etc.) - for (const hunk of analysis.hunks) { - for (const del of hunk.deletions) { - if (/\bcatch\b|\berror\b|\bvalidat/.test(del)) - risk += 0.1; - if (/\bif\b.*\bnull\b|\bundefined\b/.test(del)) - risk += 0.05; - } - } - return Math.min(1, risk); -} -/** - * Analyze a single file diff - */ -async function analyzeFileDiff(file, diff, message = '') { - const hunks = parseDiff(diff).filter(h => h.file === file || h.file === ''); - const totalAdditions = hunks.reduce((sum, h) => sum + h.additions.length, 0); - const totalDeletions = hunks.reduce((sum, h) => sum + h.deletions.length, 0); - // Calculate complexity (branch keywords in additions) - let complexity = 0; - for (const hunk of hunks) { - for (const add of hunk.additions) { - if (/\bif\b|\belse\b|\bfor\b|\bwhile\b|\bswitch\b|\bcatch\b|\?/.test(add)) { - complexity++; - } - } - } - const category = classifyChange(diff, message); - const analysis = { - file, - hunks, - totalAdditions, - totalDeletions, - complexity, - riskScore: 0, - category, - }; - analysis.riskScore = calculateRiskScore(analysis); - // Generate embedding for the diff - if ((0, onnx_embedder_1.isReady)()) { - const diffText = hunks.map(h => h.content).join('\n'); - const result = await (0, onnx_embedder_1.embed)(`${category} change in ${file}: ${diffText.substring(0, 500)}`); - analysis.embedding = result.embedding; - } - return analysis; -} -/** - * Get diff for a commit - */ -function getCommitDiff(commitHash = 'HEAD') { - try { - return (0, child_process_1.execSync)(`git show ${commitHash} --format="" 2>/dev/null`, { - encoding: 'utf8', - maxBuffer: 10 * 1024 * 1024, - }); - } - catch { - return ''; - } -} -/** - * Get diff for staged changes - */ -function getStagedDiff() { - try { - return (0, child_process_1.execSync)('git diff --cached 2>/dev/null', { - encoding: 'utf8', - maxBuffer: 10 * 1024 * 1024, - }); - } - catch { - return ''; - } -} -/** - * Get diff for unstaged changes - */ -function getUnstagedDiff() { - try { - return (0, child_process_1.execSync)('git diff 2>/dev/null', { - encoding: 'utf8', - maxBuffer: 10 * 1024 * 1024, - }); - } - catch { - return ''; - } -} -/** - * Analyze a commit - */ -async function analyzeCommit(commitHash = 'HEAD') { - const diff = getCommitDiff(commitHash); - // Get commit metadata - let message = '', author = '', date = ''; - try { - const info = (0, child_process_1.execSync)(`git log -1 --format="%s|%an|%aI" ${commitHash} 2>/dev/null`, { - encoding: 'utf8', - }).trim(); - [message, author, date] = info.split('|'); - } - catch { } - // Parse hunks and group by file - const hunks = parseDiff(diff); - const fileHunks = new Map(); - for (const hunk of hunks) { - if (!fileHunks.has(hunk.file)) { - fileHunks.set(hunk.file, []); - } - fileHunks.get(hunk.file).push(hunk); - } - // Analyze each file - const files = []; - for (const [file, fileHunkList] of fileHunks) { - const fileDiff = fileHunkList.map(h => h.content).join('\n'); - const analysis = await analyzeFileDiff(file, diff, message); - files.push(analysis); - } - const totalAdditions = files.reduce((sum, f) => sum + f.totalAdditions, 0); - const totalDeletions = files.reduce((sum, f) => sum + f.totalDeletions, 0); - const riskScore = files.length > 0 - ? files.reduce((sum, f) => sum + f.riskScore, 0) / files.length - : 0; - // Generate commit embedding - let embedding; - if ((0, onnx_embedder_1.isReady)()) { - const commitText = `${message}\n\nFiles changed: ${files.map(f => f.file).join(', ')}\n+${totalAdditions} -${totalDeletions}`; - const result = await (0, onnx_embedder_1.embed)(commitText); - embedding = result.embedding; - } - return { - hash: commitHash, - message, - author, - date, - files, - totalAdditions, - totalDeletions, - riskScore, - embedding, - }; -} -/** - * Find similar past commits based on diff embeddings - */ -async function findSimilarCommits(currentDiff, recentCommits = 50, topK = 5) { - if (!(0, onnx_embedder_1.isReady)()) { - await (0, onnx_embedder_1.initOnnxEmbedder)(); - } - // Get current diff embedding - const currentEmbedding = (await (0, onnx_embedder_1.embed)(currentDiff.substring(0, 1000))).embedding; - // Get recent commits - let commits = []; - try { - commits = (0, child_process_1.execSync)(`git log -${recentCommits} --format="%H" 2>/dev/null`, { - encoding: 'utf8', - }).trim().split('\n'); - } - catch { - return []; - } - // Analyze and compare - const results = []; - for (const hash of commits.slice(0, Math.min(commits.length, recentCommits))) { - const analysis = await analyzeCommit(hash); - if (analysis.embedding) { - const similarity = cosineSimilarity(currentEmbedding, analysis.embedding); - results.push({ hash, similarity, message: analysis.message }); - } - } - return results - .sort((a, b) => b.similarity - a.similarity) - .slice(0, topK); -} -function cosineSimilarity(a, b) { - if (a.length !== b.length) - return 0; - let dotProduct = 0; - let normA = 0; - let normB = 0; - for (let i = 0; i < a.length; i++) { - dotProduct += a[i] * b[i]; - normA += a[i] * a[i]; - normB += b[i] * b[i]; - } - const magnitude = Math.sqrt(normA) * Math.sqrt(normB); - return magnitude === 0 ? 0 : dotProduct / magnitude; -} -exports.default = { - parseDiff, - classifyChange, - calculateRiskScore, - analyzeFileDiff, - analyzeCommit, - getCommitDiff, - getStagedDiff, - getUnstagedDiff, - findSimilarCommits, -}; -//# sourceMappingURL=diff-embeddings.js.map \ No newline at end of file diff --git a/npm/packages/ruvector/src/core/diff-embeddings.js.map b/npm/packages/ruvector/src/core/diff-embeddings.js.map deleted file mode 100644 index 17d67da812..0000000000 --- a/npm/packages/ruvector/src/core/diff-embeddings.js.map +++ /dev/null @@ -1 +0,0 @@ -{"version":3,"file":"diff-embeddings.js","sourceRoot":"","sources":["diff-embeddings.ts"],"names":[],"mappings":";AAAA;;;;;;;;GAQG;;AA0CH,8BAsDC;AAKD,wCAsBC;AAKD,gDA2BC;AAKD,0CAsCC;AAKD,sCASC;AAKD,sCASC;AAKD,0CASC;AAKD,sCAwDC;AAKD,gDAoCC;AApVD,iDAAyC;AACzC,mDAA+E;AAoC/E;;GAEG;AACH,SAAgB,SAAS,CAAC,IAAY;IACpC,MAAM,KAAK,GAAe,EAAE,CAAC;IAC7B,MAAM,KAAK,GAAG,IAAI,CAAC,KAAK,CAAC,IAAI,CAAC,CAAC;IAE/B,IAAI,WAAW,GAAG,EAAE,CAAC;IACrB,IAAI,WAAW,GAAoB,IAAI,CAAC;IAExC,KAAK,MAAM,IAAI,IAAI,KAAK,EAAE,CAAC;QACzB,cAAc;QACd,IAAI,IAAI,CAAC,UAAU,CAAC,YAAY,CAAC,EAAE,CAAC;YAClC,MAAM,KAAK,GAAG,IAAI,CAAC,KAAK,CAAC,4BAA4B,CAAC,CAAC;YACvD,IAAI,KAAK,EAAE,CAAC;gBACV,WAAW,GAAG,KAAK,CAAC,CAAC,CAAC,CAAC;YACzB,CAAC;QACH,CAAC;QAED,cAAc;QACd,IAAI,IAAI,CAAC,UAAU,CAAC,IAAI,CAAC,EAAE,CAAC;YAC1B,IAAI,WAAW,EAAE,CAAC;gBAChB,KAAK,CAAC,IAAI,CAAC,WAAW,CAAC,CAAC;YAC1B,CAAC;YAED,MAAM,KAAK,GAAG,IAAI,CAAC,KAAK,CAAC,oCAAoC,CAAC,CAAC;YAC/D,IAAI,KAAK,EAAE,CAAC;gBACV,WAAW,GAAG;oBACZ,IAAI,EAAE,WAAW;oBACjB,QAAQ,EAAE,QAAQ,CAAC,KAAK,CAAC,CAAC,CAAC,CAAC;oBAC5B,QAAQ,EAAE,QAAQ,CAAC,KAAK,CAAC,CAAC,CAAC,IAAI,GAAG,CAAC;oBACnC,QAAQ,EAAE,QAAQ,CAAC,KAAK,CAAC,CAAC,CAAC,CAAC;oBAC5B,QAAQ,EAAE,QAAQ,CAAC,KAAK,CAAC,CAAC,CAAC,IAAI,GAAG,CAAC;oBACnC,OAAO,EAAE,EAAE;oBACX,SAAS,EAAE,EAAE;oBACb,SAAS,EAAE,EAAE;iBACd,CAAC;YACJ,CAAC;QACH,CAAC;aAAM,IAAI,WAAW,EAAE,CAAC;YACvB,gBAAgB;YAChB,IAAI,IAAI,CAAC,UAAU,CAAC,GAAG,CAAC,IAAI,CAAC,IAAI,CAAC,UAAU,CAAC,KAAK,CAAC,EAAE,CAAC;gBACpD,WAAW,CAAC,SAAS,CAAC,IAAI,CAAC,IAAI,CAAC,SAAS,CAAC,CAAC,CAAC,CAAC,CAAC;gBAC9C,WAAW,CAAC,OAAO,IAAI,IAAI,GAAG,IAAI,CAAC;YACrC,CAAC;iBAAM,IAAI,IAAI,CAAC,UAAU,CAAC,GAAG,CAAC,IAAI,CAAC,IAAI,CAAC,UAAU,CAAC,KAAK,CAAC,EAAE,CAAC;gBAC3D,WAAW,CAAC,SAAS,CAAC,IAAI,CAAC,IAAI,CAAC,SAAS,CAAC,CAAC,CAAC,CAAC,CAAC;gBAC9C,WAAW,CAAC,OAAO,IAAI,IAAI,GAAG,IAAI,CAAC;YACrC,CAAC;iBAAM,IAAI,IAAI,CAAC,UAAU,CAAC,GAAG,CAAC,EAAE,CAAC;gBAChC,WAAW,CAAC,OAAO,IAAI,IAAI,GAAG,IAAI,CAAC;YACrC,CAAC;QACH,CAAC;IACH,CAAC;IAED,IAAI,WAAW,EAAE,CAAC;QAChB,KAAK,CAAC,IAAI,CAAC,WAAW,CAAC,CAAC;IAC1B,CAAC;IAED,OAAO,KAAK,CAAC;AACf,CAAC;AAED;;GAEG;AACH,SAAgB,cAAc,CAAC,IAAY,EAAE,UAAkB,EAAE;IAC/D,MAAM,YAAY,GAAG,OAAO,CAAC,WAAW,EAAE,CAAC;IAC3C,MAAM,SAAS,GAAG,IAAI,CAAC,WAAW,EAAE,CAAC;IAErC,yBAAyB;IACzB,IAAI,uCAAuC,CAAC,IAAI,CAAC,YAAY,CAAC;QAAE,OAAO,QAAQ,CAAC;IAChF,IAAI,sCAAsC,CAAC,IAAI,CAAC,YAAY,CAAC;QAAE,OAAO,SAAS,CAAC;IAChF,IAAI,uCAAuC,CAAC,IAAI,CAAC,YAAY,CAAC;QAAE,OAAO,UAAU,CAAC;IAClF,IAAI,gCAAgC,CAAC,IAAI,CAAC,YAAY,CAAC;QAAE,OAAO,MAAM,CAAC;IACvE,IAAI,0BAA0B,CAAC,IAAI,CAAC,YAAY,CAAC;QAAE,OAAO,MAAM,CAAC;IACjE,IAAI,+BAA+B,CAAC,IAAI,CAAC,YAAY,CAAC;QAAE,OAAO,QAAQ,CAAC;IAExE,sBAAsB;IACtB,IAAI,iBAAiB,CAAC,IAAI,CAAC,IAAI,CAAC;QAAE,OAAO,MAAM,CAAC;IAChD,IAAI,wBAAwB,CAAC,IAAI,CAAC,IAAI,CAAC;QAAE,OAAO,MAAM,CAAC;IACvD,IAAI,0BAA0B,CAAC,IAAI,CAAC,IAAI,CAAC;QAAE,OAAO,QAAQ,CAAC;IAE3D,yBAAyB;IACzB,IAAI,6BAA6B,CAAC,IAAI,CAAC,SAAS,CAAC,IAAI,SAAS,CAAC,IAAI,CAAC,SAAS,CAAC;QAAE,OAAO,QAAQ,CAAC;IAChG,IAAI,mCAAmC,CAAC,IAAI,CAAC,SAAS,CAAC;QAAE,OAAO,SAAS,CAAC;IAE1E,OAAO,SAAS,CAAC;AACnB,CAAC;AAED;;GAEG;AACH,SAAgB,kBAAkB,CAAC,QAAsB;IACvD,IAAI,IAAI,GAAG,CAAC,CAAC;IAEb,YAAY;IACZ,MAAM,YAAY,GAAG,QAAQ,CAAC,cAAc,GAAG,QAAQ,CAAC,cAAc,CAAC;IACvE,IAAI,YAAY,GAAG,GAAG;QAAE,IAAI,IAAI,GAAG,CAAC;SAC/B,IAAI,YAAY,GAAG,GAAG;QAAE,IAAI,IAAI,GAAG,CAAC;SACpC,IAAI,YAAY,GAAG,EAAE;QAAE,IAAI,IAAI,GAAG,CAAC;IAExC,kBAAkB;IAClB,IAAI,QAAQ,CAAC,UAAU,GAAG,EAAE;QAAE,IAAI,IAAI,GAAG,CAAC;SACrC,IAAI,QAAQ,CAAC,UAAU,GAAG,EAAE;QAAE,IAAI,IAAI,GAAG,CAAC;IAE/C,iBAAiB;IACjB,IAAI,QAAQ,CAAC,IAAI,CAAC,QAAQ,CAAC,MAAM,CAAC,IAAI,QAAQ,CAAC,IAAI,CAAC,QAAQ,CAAC,UAAU,CAAC;QAAE,IAAI,IAAI,GAAG,CAAC;IACtF,IAAI,QAAQ,CAAC,IAAI,CAAC,QAAQ,CAAC,UAAU,CAAC,IAAI,QAAQ,CAAC,IAAI,CAAC,QAAQ,CAAC,WAAW,CAAC;QAAE,IAAI,IAAI,IAAI,CAAC;IAC5F,IAAI,QAAQ,CAAC,IAAI,CAAC,QAAQ,CAAC,KAAK,CAAC,IAAI,QAAQ,CAAC,IAAI,CAAC,QAAQ,CAAC,UAAU,CAAC;QAAE,IAAI,IAAI,GAAG,CAAC;IAErF,mDAAmD;IACnD,KAAK,MAAM,IAAI,IAAI,QAAQ,CAAC,KAAK,EAAE,CAAC;QAClC,KAAK,MAAM,GAAG,IAAI,IAAI,CAAC,SAAS,EAAE,CAAC;YACjC,IAAI,+BAA+B,CAAC,IAAI,CAAC,GAAG,CAAC;gBAAE,IAAI,IAAI,GAAG,CAAC;YAC3D,IAAI,gCAAgC,CAAC,IAAI,CAAC,GAAG,CAAC;gBAAE,IAAI,IAAI,IAAI,CAAC;QAC/D,CAAC;IACH,CAAC;IAED,OAAO,IAAI,CAAC,GAAG,CAAC,CAAC,EAAE,IAAI,CAAC,CAAC;AAC3B,CAAC;AAED;;GAEG;AACI,KAAK,UAAU,eAAe,CAAC,IAAY,EAAE,IAAY,EAAE,UAAkB,EAAE;IACpF,MAAM,KAAK,GAAG,SAAS,CAAC,IAAI,CAAC,CAAC,MAAM,CAAC,CAAC,CAAC,EAAE,CAAC,CAAC,CAAC,IAAI,KAAK,IAAI,IAAI,CAAC,CAAC,IAAI,KAAK,EAAE,CAAC,CAAC;IAE5E,MAAM,cAAc,GAAG,KAAK,CAAC,MAAM,CAAC,CAAC,GAAG,EAAE,CAAC,EAAE,EAAE,CAAC,GAAG,GAAG,CAAC,CAAC,SAAS,CAAC,MAAM,EAAE,CAAC,CAAC,CAAC;IAC7E,MAAM,cAAc,GAAG,KAAK,CAAC,MAAM,CAAC,CAAC,GAAG,EAAE,CAAC,EAAE,EAAE,CAAC,GAAG,GAAG,CAAC,CAAC,SAAS,CAAC,MAAM,EAAE,CAAC,CAAC,CAAC;IAE7E,sDAAsD;IACtD,IAAI,UAAU,GAAG,CAAC,CAAC;IACnB,KAAK,MAAM,IAAI,IAAI,KAAK,EAAE,CAAC;QACzB,KAAK,MAAM,GAAG,IAAI,IAAI,CAAC,SAAS,EAAE,CAAC;YACjC,IAAI,2DAA2D,CAAC,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC;gBAC1E,UAAU,EAAE,CAAC;YACf,CAAC;QACH,CAAC;IACH,CAAC;IAED,MAAM,QAAQ,GAAG,cAAc,CAAC,IAAI,EAAE,OAAO,CAAC,CAAC;IAE/C,MAAM,QAAQ,GAAiB;QAC7B,IAAI;QACJ,KAAK;QACL,cAAc;QACd,cAAc;QACd,UAAU;QACV,SAAS,EAAE,CAAC;QACZ,QAAQ;KACT,CAAC;IAEF,QAAQ,CAAC,SAAS,GAAG,kBAAkB,CAAC,QAAQ,CAAC,CAAC;IAElD,kCAAkC;IAClC,IAAI,IAAA,uBAAO,GAAE,EAAE,CAAC;QACd,MAAM,QAAQ,GAAG,KAAK,CAAC,GAAG,CAAC,CAAC,CAAC,EAAE,CAAC,CAAC,CAAC,OAAO,CAAC,CAAC,IAAI,CAAC,IAAI,CAAC,CAAC;QACtD,MAAM,MAAM,GAAG,MAAM,IAAA,qBAAK,EAAC,GAAG,QAAQ,cAAc,IAAI,KAAK,QAAQ,CAAC,SAAS,CAAC,CAAC,EAAE,GAAG,CAAC,EAAE,CAAC,CAAC;QAC3F,QAAQ,CAAC,SAAS,GAAG,MAAM,CAAC,SAAS,CAAC;IACxC,CAAC;IAED,OAAO,QAAQ,CAAC;AAClB,CAAC;AAED;;GAEG;AACH,SAAgB,aAAa,CAAC,aAAqB,MAAM;IACvD,IAAI,CAAC;QACH,OAAO,IAAA,wBAAQ,EAAC,YAAY,UAAU,0BAA0B,EAAE;YAChE,QAAQ,EAAE,MAAM;YAChB,SAAS,EAAE,EAAE,GAAG,IAAI,GAAG,IAAI;SAC5B,CAAC,CAAC;IACL,CAAC;IAAC,MAAM,CAAC;QACP,OAAO,EAAE,CAAC;IACZ,CAAC;AACH,CAAC;AAED;;GAEG;AACH,SAAgB,aAAa;IAC3B,IAAI,CAAC;QACH,OAAO,IAAA,wBAAQ,EAAC,+BAA+B,EAAE;YAC/C,QAAQ,EAAE,MAAM;YAChB,SAAS,EAAE,EAAE,GAAG,IAAI,GAAG,IAAI;SAC5B,CAAC,CAAC;IACL,CAAC;IAAC,MAAM,CAAC;QACP,OAAO,EAAE,CAAC;IACZ,CAAC;AACH,CAAC;AAED;;GAEG;AACH,SAAgB,eAAe;IAC7B,IAAI,CAAC;QACH,OAAO,IAAA,wBAAQ,EAAC,sBAAsB,EAAE;YACtC,QAAQ,EAAE,MAAM;YAChB,SAAS,EAAE,EAAE,GAAG,IAAI,GAAG,IAAI;SAC5B,CAAC,CAAC;IACL,CAAC;IAAC,MAAM,CAAC;QACP,OAAO,EAAE,CAAC;IACZ,CAAC;AACH,CAAC;AAED;;GAEG;AACI,KAAK,UAAU,aAAa,CAAC,aAAqB,MAAM;IAC7D,MAAM,IAAI,GAAG,aAAa,CAAC,UAAU,CAAC,CAAC;IAEvC,sBAAsB;IACtB,IAAI,OAAO,GAAG,EAAE,EAAE,MAAM,GAAG,EAAE,EAAE,IAAI,GAAG,EAAE,CAAC;IACzC,IAAI,CAAC;QACH,MAAM,IAAI,GAAG,IAAA,wBAAQ,EAAC,oCAAoC,UAAU,cAAc,EAAE;YAClF,QAAQ,EAAE,MAAM;SACjB,CAAC,CAAC,IAAI,EAAE,CAAC;QACV,CAAC,OAAO,EAAE,MAAM,EAAE,IAAI,CAAC,GAAG,IAAI,CAAC,KAAK,CAAC,GAAG,CAAC,CAAC;IAC5C,CAAC;IAAC,MAAM,CAAC,CAAA,CAAC;IAEV,gCAAgC;IAChC,MAAM,KAAK,GAAG,SAAS,CAAC,IAAI,CAAC,CAAC;IAC9B,MAAM,SAAS,GAAG,IAAI,GAAG,EAAsB,CAAC;IAEhD,KAAK,MAAM,IAAI,IAAI,KAAK,EAAE,CAAC;QACzB,IAAI,CAAC,SAAS,CAAC,GAAG,CAAC,IAAI,CAAC,IAAI,CAAC,EAAE,CAAC;YAC9B,SAAS,CAAC,GAAG,CAAC,IAAI,CAAC,IAAI,EAAE,EAAE,CAAC,CAAC;QAC/B,CAAC;QACD,SAAS,CAAC,GAAG,CAAC,IAAI,CAAC,IAAI,CAAE,CAAC,IAAI,CAAC,IAAI,CAAC,CAAC;IACvC,CAAC;IAED,oBAAoB;IACpB,MAAM,KAAK,GAAmB,EAAE,CAAC;IACjC,KAAK,MAAM,CAAC,IAAI,EAAE,YAAY,CAAC,IAAI,SAAS,EAAE,CAAC;QAC7C,MAAM,QAAQ,GAAG,YAAY,CAAC,GAAG,CAAC,CAAC,CAAC,EAAE,CAAC,CAAC,CAAC,OAAO,CAAC,CAAC,IAAI,CAAC,IAAI,CAAC,CAAC;QAC7D,MAAM,QAAQ,GAAG,MAAM,eAAe,CAAC,IAAI,EAAE,IAAI,EAAE,OAAO,CAAC,CAAC;QAC5D,KAAK,CAAC,IAAI,CAAC,QAAQ,CAAC,CAAC;IACvB,CAAC;IAED,MAAM,cAAc,GAAG,KAAK,CAAC,MAAM,CAAC,CAAC,GAAG,EAAE,CAAC,EAAE,EAAE,CAAC,GAAG,GAAG,CAAC,CAAC,cAAc,EAAE,CAAC,CAAC,CAAC;IAC3E,MAAM,cAAc,GAAG,KAAK,CAAC,MAAM,CAAC,CAAC,GAAG,EAAE,CAAC,EAAE,EAAE,CAAC,GAAG,GAAG,CAAC,CAAC,cAAc,EAAE,CAAC,CAAC,CAAC;IAC3E,MAAM,SAAS,GAAG,KAAK,CAAC,MAAM,GAAG,CAAC;QAChC,CAAC,CAAC,KAAK,CAAC,MAAM,CAAC,CAAC,GAAG,EAAE,CAAC,EAAE,EAAE,CAAC,GAAG,GAAG,CAAC,CAAC,SAAS,EAAE,CAAC,CAAC,GAAG,KAAK,CAAC,MAAM;QAC/D,CAAC,CAAC,CAAC,CAAC;IAEN,4BAA4B;IAC5B,IAAI,SAA+B,CAAC;IACpC,IAAI,IAAA,uBAAO,GAAE,EAAE,CAAC;QACd,MAAM,UAAU,GAAG,GAAG,OAAO,sBAAsB,KAAK,CAAC,GAAG,CAAC,CAAC,CAAC,EAAE,CAAC,CAAC,CAAC,IAAI,CAAC,CAAC,IAAI,CAAC,IAAI,CAAC,MAAM,cAAc,KAAK,cAAc,EAAE,CAAC;QAC9H,MAAM,MAAM,GAAG,MAAM,IAAA,qBAAK,EAAC,UAAU,CAAC,CAAC;QACvC,SAAS,GAAG,MAAM,CAAC,SAAS,CAAC;IAC/B,CAAC;IAED,OAAO;QACL,IAAI,EAAE,UAAU;QAChB,OAAO;QACP,MAAM;QACN,IAAI;QACJ,KAAK;QACL,cAAc;QACd,cAAc;QACd,SAAS;QACT,SAAS;KACV,CAAC;AACJ,CAAC;AAED;;GAEG;AACI,KAAK,UAAU,kBAAkB,CACtC,WAAmB,EACnB,gBAAwB,EAAE,EAC1B,OAAe,CAAC;IAEhB,IAAI,CAAC,IAAA,uBAAO,GAAE,EAAE,CAAC;QACf,MAAM,IAAA,gCAAgB,GAAE,CAAC;IAC3B,CAAC;IAED,6BAA6B;IAC7B,MAAM,gBAAgB,GAAG,CAAC,MAAM,IAAA,qBAAK,EAAC,WAAW,CAAC,SAAS,CAAC,CAAC,EAAE,IAAI,CAAC,CAAC,CAAC,CAAC,SAAS,CAAC;IAEjF,qBAAqB;IACrB,IAAI,OAAO,GAAa,EAAE,CAAC;IAC3B,IAAI,CAAC;QACH,OAAO,GAAG,IAAA,wBAAQ,EAAC,YAAY,aAAa,4BAA4B,EAAE;YACxE,QAAQ,EAAE,MAAM;SACjB,CAAC,CAAC,IAAI,EAAE,CAAC,KAAK,CAAC,IAAI,CAAC,CAAC;IACxB,CAAC;IAAC,MAAM,CAAC;QACP,OAAO,EAAE,CAAC;IACZ,CAAC;IAED,sBAAsB;IACtB,MAAM,OAAO,GAAiE,EAAE,CAAC;IAEjF,KAAK,MAAM,IAAI,IAAI,OAAO,CAAC,KAAK,CAAC,CAAC,EAAE,IAAI,CAAC,GAAG,CAAC,OAAO,CAAC,MAAM,EAAE,aAAa,CAAC,CAAC,EAAE,CAAC;QAC7E,MAAM,QAAQ,GAAG,MAAM,aAAa,CAAC,IAAI,CAAC,CAAC;QAC3C,IAAI,QAAQ,CAAC,SAAS,EAAE,CAAC;YACvB,MAAM,UAAU,GAAG,gBAAgB,CAAC,gBAAgB,EAAE,QAAQ,CAAC,SAAS,CAAC,CAAC;YAC1E,OAAO,CAAC,IAAI,CAAC,EAAE,IAAI,EAAE,UAAU,EAAE,OAAO,EAAE,QAAQ,CAAC,OAAO,EAAE,CAAC,CAAC;QAChE,CAAC;IACH,CAAC;IAED,OAAO,OAAO;SACX,IAAI,CAAC,CAAC,CAAC,EAAE,CAAC,EAAE,EAAE,CAAC,CAAC,CAAC,UAAU,GAAG,CAAC,CAAC,UAAU,CAAC;SAC3C,KAAK,CAAC,CAAC,EAAE,IAAI,CAAC,CAAC;AACpB,CAAC;AAED,SAAS,gBAAgB,CAAC,CAAW,EAAE,CAAW;IAChD,IAAI,CAAC,CAAC,MAAM,KAAK,CAAC,CAAC,MAAM;QAAE,OAAO,CAAC,CAAC;IAEpC,IAAI,UAAU,GAAG,CAAC,CAAC;IACnB,IAAI,KAAK,GAAG,CAAC,CAAC;IACd,IAAI,KAAK,GAAG,CAAC,CAAC;IAEd,KAAK,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,CAAC,CAAC,MAAM,EAAE,CAAC,EAAE,EAAE,CAAC;QAClC,UAAU,IAAI,CAAC,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,CAAC,CAAC;QAC1B,KAAK,IAAI,CAAC,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,CAAC,CAAC;QACrB,KAAK,IAAI,CAAC,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,CAAC,CAAC;IACvB,CAAC;IAED,MAAM,SAAS,GAAG,IAAI,CAAC,IAAI,CAAC,KAAK,CAAC,GAAG,IAAI,CAAC,IAAI,CAAC,KAAK,CAAC,CAAC;IACtD,OAAO,SAAS,KAAK,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,UAAU,GAAG,SAAS,CAAC;AACtD,CAAC;AAED,kBAAe;IACb,SAAS;IACT,cAAc;IACd,kBAAkB;IAClB,eAAe;IACf,aAAa;IACb,aAAa;IACb,aAAa;IACb,eAAe;IACf,kBAAkB;CACnB,CAAC"} \ No newline at end of file diff --git a/npm/packages/ruvector/src/core/gnn-wrapper.d.ts b/npm/packages/ruvector/src/core/gnn-wrapper.d.ts deleted file mode 100644 index f5e828171a..0000000000 --- a/npm/packages/ruvector/src/core/gnn-wrapper.d.ts +++ /dev/null @@ -1,143 +0,0 @@ -/** - * GNN Wrapper - Safe wrapper around @ruvector/gnn with automatic array conversion - * - * This wrapper handles the array type conversion automatically, allowing users - * to pass either regular arrays or Float32Arrays. - * - * The native @ruvector/gnn requires Float32Array for maximum performance. - * This wrapper converts any input type to Float32Array automatically. - * - * Performance Tips: - * - Pass Float32Array directly for zero-copy performance - * - Use toFloat32Array/toFloat32ArrayBatch for pre-conversion - * - Avoid repeated conversions in hot paths - */ -/** - * Convert any array-like input to Float32Array (native requires Float32Array) - * Optimized paths: - * - Float32Array: zero-copy return - * - Float64Array: efficient typed array copy - * - Array: direct Float32Array construction - */ -export declare function toFloat32Array(input: number[] | Float32Array | Float64Array): Float32Array; -/** - * Convert array of arrays to array of Float32Arrays - */ -export declare function toFloat32ArrayBatch(input: (number[] | Float32Array | Float64Array)[]): Float32Array[]; -/** - * Search result from differentiable search - */ -export interface DifferentiableSearchResult { - /** Indices of top-k candidates */ - indices: number[]; - /** Soft weights for top-k candidates */ - weights: number[]; -} -/** - * Differentiable search using soft attention mechanism - * - * This wrapper automatically converts Float32Array inputs to regular arrays. - * - * @param query - Query vector (array or Float32Array) - * @param candidates - List of candidate vectors (arrays or Float32Arrays) - * @param k - Number of top results to return - * @param temperature - Temperature for softmax (lower = sharper, higher = smoother) - * @returns Search result with indices and soft weights - * - * @example - * ```typescript - * import { differentiableSearch } from 'ruvector/core/gnn-wrapper'; - * - * // Works with regular arrays (auto-converted to Float32Array) - * const result1 = differentiableSearch([1, 0, 0], [[1, 0, 0], [0, 1, 0]], 2, 1.0); - * - * // For best performance, use Float32Array directly (zero-copy) - * const query = new Float32Array([1, 0, 0]); - * const candidates = [new Float32Array([1, 0, 0]), new Float32Array([0, 1, 0])]; - * const result2 = differentiableSearch(query, candidates, 2, 1.0); - * ``` - */ -export declare function differentiableSearch(query: number[] | Float32Array | Float64Array, candidates: (number[] | Float32Array | Float64Array)[], k: number, temperature?: number): DifferentiableSearchResult; -/** - * GNN Layer for HNSW topology - */ -export declare class RuvectorLayer { - private inner; - /** - * Create a new Ruvector GNN layer - * - * @param inputDim - Dimension of input node embeddings - * @param hiddenDim - Dimension of hidden representations - * @param heads - Number of attention heads - * @param dropout - Dropout rate (0.0 to 1.0) - */ - constructor(inputDim: number, hiddenDim: number, heads: number, dropout?: number); - /** - * Forward pass through the GNN layer - * - * @param nodeEmbedding - Current node's embedding - * @param neighborEmbeddings - Embeddings of neighbor nodes - * @param edgeWeights - Weights of edges to neighbors - * @returns Updated node embedding as Float32Array - */ - forward(nodeEmbedding: number[] | Float32Array, neighborEmbeddings: (number[] | Float32Array)[], edgeWeights: number[] | Float32Array): Float32Array; - /** - * Serialize the layer to JSON - */ - toJson(): string; - /** - * Deserialize the layer from JSON - */ - static fromJson(json: string): RuvectorLayer; -} -/** - * Tensor compressor with adaptive level selection - */ -export declare class TensorCompress { - private inner; - constructor(); - /** - * Compress an embedding based on access frequency - * - * @param embedding - Input embedding vector - * @param accessFreq - Access frequency (0.0 to 1.0) - * @returns Compressed tensor as JSON string - */ - compress(embedding: number[] | Float32Array, accessFreq: number): string; - /** - * Decompress a compressed tensor - * - * @param compressedJson - Compressed tensor JSON - * @returns Decompressed embedding - */ - decompress(compressedJson: string): number[]; -} -/** - * Hierarchical forward pass through GNN layers - * - * @param query - Query vector - * @param layerEmbeddings - Embeddings organized by layer - * @param gnnLayersJson - JSON array of serialized GNN layers - * @returns Final embedding after hierarchical processing as Float32Array - */ -export declare function hierarchicalForward(query: number[] | Float32Array, layerEmbeddings: (number[] | Float32Array)[][], gnnLayersJson: string[]): Float32Array; -/** - * Get compression level for a given access frequency - */ -export declare function getCompressionLevel(accessFreq: number): string; -/** - * Check if GNN module is available - */ -export declare function isGnnAvailable(): boolean; -declare const _default: { - differentiableSearch: typeof differentiableSearch; - RuvectorLayer: typeof RuvectorLayer; - TensorCompress: typeof TensorCompress; - hierarchicalForward: typeof hierarchicalForward; - getCompressionLevel: typeof getCompressionLevel; - isGnnAvailable: typeof isGnnAvailable; - toFloat32Array: typeof toFloat32Array; - toFloat32ArrayBatch: typeof toFloat32ArrayBatch; -}; -export default _default; -//# sourceMappingURL=gnn-wrapper.d.ts.map \ No newline at end of file diff --git a/npm/packages/ruvector/src/core/gnn-wrapper.d.ts.map b/npm/packages/ruvector/src/core/gnn-wrapper.d.ts.map deleted file mode 100644 index d9fe8ebbfa..0000000000 --- a/npm/packages/ruvector/src/core/gnn-wrapper.d.ts.map +++ /dev/null @@ -1 +0,0 @@ -{"version":3,"file":"gnn-wrapper.d.ts","sourceRoot":"","sources":["gnn-wrapper.ts"],"names":[],"mappings":"AAAA;;;;;;;;;;;;;GAaG;AAsBH;;;;;;GAMG;AACH,wBAAgB,cAAc,CAAC,KAAK,EAAE,MAAM,EAAE,GAAG,YAAY,GAAG,YAAY,GAAG,YAAY,CAK1F;AAED;;GAEG;AACH,wBAAgB,mBAAmB,CAAC,KAAK,EAAE,CAAC,MAAM,EAAE,GAAG,YAAY,GAAG,YAAY,CAAC,EAAE,GAAG,YAAY,EAAE,CAMrG;AAED;;GAEG;AACH,MAAM,WAAW,0BAA0B;IACzC,kCAAkC;IAClC,OAAO,EAAE,MAAM,EAAE,CAAC;IAClB,wCAAwC;IACxC,OAAO,EAAE,MAAM,EAAE,CAAC;CACnB;AAED;;;;;;;;;;;;;;;;;;;;;;;GAuBG;AACH,wBAAgB,oBAAoB,CAClC,KAAK,EAAE,MAAM,EAAE,GAAG,YAAY,GAAG,YAAY,EAC7C,UAAU,EAAE,CAAC,MAAM,EAAE,GAAG,YAAY,GAAG,YAAY,CAAC,EAAE,EACtD,CAAC,EAAE,MAAM,EACT,WAAW,GAAE,MAAY,GACxB,0BAA0B,CAQ5B;AAED;;GAEG;AACH,qBAAa,aAAa;IACxB,OAAO,CAAC,KAAK,CAAM;IAEnB;;;;;;;OAOG;gBACS,QAAQ,EAAE,MAAM,EAAE,SAAS,EAAE,MAAM,EAAE,KAAK,EAAE,MAAM,EAAE,OAAO,GAAE,MAAY;IAKrF;;;;;;;OAOG;IACH,OAAO,CACL,aAAa,EAAE,MAAM,EAAE,GAAG,YAAY,EACtC,kBAAkB,EAAE,CAAC,MAAM,EAAE,GAAG,YAAY,CAAC,EAAE,EAC/C,WAAW,EAAE,MAAM,EAAE,GAAG,YAAY,GACnC,YAAY;IAQf;;OAEG;IACH,MAAM,IAAI,MAAM;IAIhB;;OAEG;IACH,MAAM,CAAC,QAAQ,CAAC,IAAI,EAAE,MAAM,GAAG,aAAa;CAM7C;AAED;;GAEG;AACH,qBAAa,cAAc;IACzB,OAAO,CAAC,KAAK,CAAM;;IAOnB;;;;;;OAMG;IACH,QAAQ,CAAC,SAAS,EAAE,MAAM,EAAE,GAAG,YAAY,EAAE,UAAU,EAAE,MAAM,GAAG,MAAM;IAIxE;;;;;OAKG;IACH,UAAU,CAAC,cAAc,EAAE,MAAM,GAAG,MAAM,EAAE;CAG7C;AAED;;;;;;;GAOG;AACH,wBAAgB,mBAAmB,CACjC,KAAK,EAAE,MAAM,EAAE,GAAG,YAAY,EAC9B,eAAe,EAAE,CAAC,MAAM,EAAE,GAAG,YAAY,CAAC,EAAE,EAAE,EAC9C,aAAa,EAAE,MAAM,EAAE,GACtB,YAAY,CAOd;AAED;;GAEG;AACH,wBAAgB,mBAAmB,CAAC,UAAU,EAAE,MAAM,GAAG,MAAM,CAG9D;AAED;;GAEG;AACH,wBAAgB,cAAc,IAAI,OAAO,CAOxC;;;;;;;;;;;AAED,wBAUE"} \ No newline at end of file diff --git a/npm/packages/ruvector/src/core/gnn-wrapper.js b/npm/packages/ruvector/src/core/gnn-wrapper.js deleted file mode 100644 index 1c8e07d325..0000000000 --- a/npm/packages/ruvector/src/core/gnn-wrapper.js +++ /dev/null @@ -1,214 +0,0 @@ -"use strict"; -/** - * GNN Wrapper - Safe wrapper around @ruvector/gnn with automatic array conversion - * - * This wrapper handles the array type conversion automatically, allowing users - * to pass either regular arrays or Float32Arrays. - * - * The native @ruvector/gnn requires Float32Array for maximum performance. - * This wrapper converts any input type to Float32Array automatically. - * - * Performance Tips: - * - Pass Float32Array directly for zero-copy performance - * - Use toFloat32Array/toFloat32ArrayBatch for pre-conversion - * - Avoid repeated conversions in hot paths - */ -Object.defineProperty(exports, "__esModule", { value: true }); -exports.TensorCompress = exports.RuvectorLayer = void 0; -exports.toFloat32Array = toFloat32Array; -exports.toFloat32ArrayBatch = toFloat32ArrayBatch; -exports.differentiableSearch = differentiableSearch; -exports.hierarchicalForward = hierarchicalForward; -exports.getCompressionLevel = getCompressionLevel; -exports.isGnnAvailable = isGnnAvailable; -// Lazy load to avoid import errors if not installed -let gnnModule = null; -let loadError = null; -function getGnnModule() { - if (gnnModule) - return gnnModule; - if (loadError) - throw loadError; - try { - gnnModule = require('@ruvector/gnn'); - return gnnModule; - } - catch (e) { - loadError = new Error(`@ruvector/gnn is not installed or failed to load: ${e.message}\n` + - `Install with: npm install @ruvector/gnn`); - throw loadError; - } -} -/** - * Convert any array-like input to Float32Array (native requires Float32Array) - * Optimized paths: - * - Float32Array: zero-copy return - * - Float64Array: efficient typed array copy - * - Array: direct Float32Array construction - */ -function toFloat32Array(input) { - if (input instanceof Float32Array) - return input; - if (input instanceof Float64Array) - return new Float32Array(input); - if (Array.isArray(input)) - return new Float32Array(input); - return new Float32Array(Array.from(input)); -} -/** - * Convert array of arrays to array of Float32Arrays - */ -function toFloat32ArrayBatch(input) { - const result = new Array(input.length); - for (let i = 0; i < input.length; i++) { - result[i] = toFloat32Array(input[i]); - } - return result; -} -/** - * Differentiable search using soft attention mechanism - * - * This wrapper automatically converts Float32Array inputs to regular arrays. - * - * @param query - Query vector (array or Float32Array) - * @param candidates - List of candidate vectors (arrays or Float32Arrays) - * @param k - Number of top results to return - * @param temperature - Temperature for softmax (lower = sharper, higher = smoother) - * @returns Search result with indices and soft weights - * - * @example - * ```typescript - * import { differentiableSearch } from 'ruvector/core/gnn-wrapper'; - * - * // Works with regular arrays (auto-converted to Float32Array) - * const result1 = differentiableSearch([1, 0, 0], [[1, 0, 0], [0, 1, 0]], 2, 1.0); - * - * // For best performance, use Float32Array directly (zero-copy) - * const query = new Float32Array([1, 0, 0]); - * const candidates = [new Float32Array([1, 0, 0]), new Float32Array([0, 1, 0])]; - * const result2 = differentiableSearch(query, candidates, 2, 1.0); - * ``` - */ -function differentiableSearch(query, candidates, k, temperature = 1.0) { - const gnn = getGnnModule(); - // Convert to Float32Array (native Rust expects Float32Array for performance) - const queryFloat32 = toFloat32Array(query); - const candidatesFloat32 = toFloat32ArrayBatch(candidates); - return gnn.differentiableSearch(queryFloat32, candidatesFloat32, k, temperature); -} -/** - * GNN Layer for HNSW topology - */ -class RuvectorLayer { - /** - * Create a new Ruvector GNN layer - * - * @param inputDim - Dimension of input node embeddings - * @param hiddenDim - Dimension of hidden representations - * @param heads - Number of attention heads - * @param dropout - Dropout rate (0.0 to 1.0) - */ - constructor(inputDim, hiddenDim, heads, dropout = 0.1) { - const gnn = getGnnModule(); - this.inner = new gnn.RuvectorLayer(inputDim, hiddenDim, heads, dropout); - } - /** - * Forward pass through the GNN layer - * - * @param nodeEmbedding - Current node's embedding - * @param neighborEmbeddings - Embeddings of neighbor nodes - * @param edgeWeights - Weights of edges to neighbors - * @returns Updated node embedding as Float32Array - */ - forward(nodeEmbedding, neighborEmbeddings, edgeWeights) { - return this.inner.forward(toFloat32Array(nodeEmbedding), toFloat32ArrayBatch(neighborEmbeddings), toFloat32Array(edgeWeights)); - } - /** - * Serialize the layer to JSON - */ - toJson() { - return this.inner.toJson(); - } - /** - * Deserialize the layer from JSON - */ - static fromJson(json) { - const gnn = getGnnModule(); - const layer = new RuvectorLayer(1, 1, 1, 0); // Dummy constructor - layer.inner = gnn.RuvectorLayer.fromJson(json); - return layer; - } -} -exports.RuvectorLayer = RuvectorLayer; -/** - * Tensor compressor with adaptive level selection - */ -class TensorCompress { - constructor() { - const gnn = getGnnModule(); - this.inner = new gnn.TensorCompress(); - } - /** - * Compress an embedding based on access frequency - * - * @param embedding - Input embedding vector - * @param accessFreq - Access frequency (0.0 to 1.0) - * @returns Compressed tensor as JSON string - */ - compress(embedding, accessFreq) { - return this.inner.compress(toFloat32Array(embedding), accessFreq); - } - /** - * Decompress a compressed tensor - * - * @param compressedJson - Compressed tensor JSON - * @returns Decompressed embedding - */ - decompress(compressedJson) { - return this.inner.decompress(compressedJson); - } -} -exports.TensorCompress = TensorCompress; -/** - * Hierarchical forward pass through GNN layers - * - * @param query - Query vector - * @param layerEmbeddings - Embeddings organized by layer - * @param gnnLayersJson - JSON array of serialized GNN layers - * @returns Final embedding after hierarchical processing as Float32Array - */ -function hierarchicalForward(query, layerEmbeddings, gnnLayersJson) { - const gnn = getGnnModule(); - return gnn.hierarchicalForward(toFloat32Array(query), layerEmbeddings.map(layer => toFloat32ArrayBatch(layer)), gnnLayersJson); -} -/** - * Get compression level for a given access frequency - */ -function getCompressionLevel(accessFreq) { - const gnn = getGnnModule(); - return gnn.getCompressionLevel(accessFreq); -} -/** - * Check if GNN module is available - */ -function isGnnAvailable() { - try { - getGnnModule(); - return true; - } - catch { - return false; - } -} -exports.default = { - differentiableSearch, - RuvectorLayer, - TensorCompress, - hierarchicalForward, - getCompressionLevel, - isGnnAvailable, - // Export conversion helpers for performance optimization - toFloat32Array, - toFloat32ArrayBatch, -}; -//# sourceMappingURL=gnn-wrapper.js.map \ No newline at end of file diff --git a/npm/packages/ruvector/src/core/gnn-wrapper.js.map b/npm/packages/ruvector/src/core/gnn-wrapper.js.map deleted file mode 100644 index b9e92bd5ca..0000000000 --- a/npm/packages/ruvector/src/core/gnn-wrapper.js.map +++ /dev/null @@ -1 +0,0 @@ -{"version":3,"file":"gnn-wrapper.js","sourceRoot":"","sources":["gnn-wrapper.ts"],"names":[],"mappings":";AAAA;;;;;;;;;;;;;GAaG;;;AA6BH,wCAKC;AAKD,kDAMC;AAoCD,oDAaC;AAoGD,kDAWC;AAKD,kDAGC;AAKD,wCAOC;AA/ND,oDAAoD;AACpD,IAAI,SAAS,GAAQ,IAAI,CAAC;AAC1B,IAAI,SAAS,GAAiB,IAAI,CAAC;AAEnC,SAAS,YAAY;IACnB,IAAI,SAAS;QAAE,OAAO,SAAS,CAAC;IAChC,IAAI,SAAS;QAAE,MAAM,SAAS,CAAC;IAE/B,IAAI,CAAC;QACH,SAAS,GAAG,OAAO,CAAC,eAAe,CAAC,CAAC;QACrC,OAAO,SAAS,CAAC;IACnB,CAAC;IAAC,OAAO,CAAM,EAAE,CAAC;QAChB,SAAS,GAAG,IAAI,KAAK,CACnB,qDAAqD,CAAC,CAAC,OAAO,IAAI;YAClE,yCAAyC,CAC1C,CAAC;QACF,MAAM,SAAS,CAAC;IAClB,CAAC;AACH,CAAC;AAED;;;;;;GAMG;AACH,SAAgB,cAAc,CAAC,KAA6C;IAC1E,IAAI,KAAK,YAAY,YAAY;QAAE,OAAO,KAAK,CAAC;IAChD,IAAI,KAAK,YAAY,YAAY;QAAE,OAAO,IAAI,YAAY,CAAC,KAAK,CAAC,CAAC;IAClE,IAAI,KAAK,CAAC,OAAO,CAAC,KAAK,CAAC;QAAE,OAAO,IAAI,YAAY,CAAC,KAAK,CAAC,CAAC;IACzD,OAAO,IAAI,YAAY,CAAC,KAAK,CAAC,IAAI,CAAC,KAAK,CAAC,CAAC,CAAC;AAC7C,CAAC;AAED;;GAEG;AACH,SAAgB,mBAAmB,CAAC,KAAiD;IACnF,MAAM,MAAM,GAAG,IAAI,KAAK,CAAC,KAAK,CAAC,MAAM,CAAC,CAAC;IACvC,KAAK,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,KAAK,CAAC,MAAM,EAAE,CAAC,EAAE,EAAE,CAAC;QACtC,MAAM,CAAC,CAAC,CAAC,GAAG,cAAc,CAAC,KAAK,CAAC,CAAC,CAAC,CAAC,CAAC;IACvC,CAAC;IACD,OAAO,MAAM,CAAC;AAChB,CAAC;AAYD;;;;;;;;;;;;;;;;;;;;;;;GAuBG;AACH,SAAgB,oBAAoB,CAClC,KAA6C,EAC7C,UAAsD,EACtD,CAAS,EACT,cAAsB,GAAG;IAEzB,MAAM,GAAG,GAAG,YAAY,EAAE,CAAC;IAE3B,6EAA6E;IAC7E,MAAM,YAAY,GAAG,cAAc,CAAC,KAAK,CAAC,CAAC;IAC3C,MAAM,iBAAiB,GAAG,mBAAmB,CAAC,UAAU,CAAC,CAAC;IAE1D,OAAO,GAAG,CAAC,oBAAoB,CAAC,YAAY,EAAE,iBAAiB,EAAE,CAAC,EAAE,WAAW,CAAC,CAAC;AACnF,CAAC;AAED;;GAEG;AACH,MAAa,aAAa;IAGxB;;;;;;;OAOG;IACH,YAAY,QAAgB,EAAE,SAAiB,EAAE,KAAa,EAAE,UAAkB,GAAG;QACnF,MAAM,GAAG,GAAG,YAAY,EAAE,CAAC;QAC3B,IAAI,CAAC,KAAK,GAAG,IAAI,GAAG,CAAC,aAAa,CAAC,QAAQ,EAAE,SAAS,EAAE,KAAK,EAAE,OAAO,CAAC,CAAC;IAC1E,CAAC;IAED;;;;;;;OAOG;IACH,OAAO,CACL,aAAsC,EACtC,kBAA+C,EAC/C,WAAoC;QAEpC,OAAO,IAAI,CAAC,KAAK,CAAC,OAAO,CACvB,cAAc,CAAC,aAAa,CAAC,EAC7B,mBAAmB,CAAC,kBAAkB,CAAC,EACvC,cAAc,CAAC,WAAW,CAAC,CAC5B,CAAC;IACJ,CAAC;IAED;;OAEG;IACH,MAAM;QACJ,OAAO,IAAI,CAAC,KAAK,CAAC,MAAM,EAAE,CAAC;IAC7B,CAAC;IAED;;OAEG;IACH,MAAM,CAAC,QAAQ,CAAC,IAAY;QAC1B,MAAM,GAAG,GAAG,YAAY,EAAE,CAAC;QAC3B,MAAM,KAAK,GAAG,IAAI,aAAa,CAAC,CAAC,EAAE,CAAC,EAAE,CAAC,EAAE,CAAC,CAAC,CAAC,CAAC,oBAAoB;QACjE,KAAK,CAAC,KAAK,GAAG,GAAG,CAAC,aAAa,CAAC,QAAQ,CAAC,IAAI,CAAC,CAAC;QAC/C,OAAO,KAAK,CAAC;IACf,CAAC;CACF;AApDD,sCAoDC;AAED;;GAEG;AACH,MAAa,cAAc;IAGzB;QACE,MAAM,GAAG,GAAG,YAAY,EAAE,CAAC;QAC3B,IAAI,CAAC,KAAK,GAAG,IAAI,GAAG,CAAC,cAAc,EAAE,CAAC;IACxC,CAAC;IAED;;;;;;OAMG;IACH,QAAQ,CAAC,SAAkC,EAAE,UAAkB;QAC7D,OAAO,IAAI,CAAC,KAAK,CAAC,QAAQ,CAAC,cAAc,CAAC,SAAS,CAAC,EAAE,UAAU,CAAC,CAAC;IACpE,CAAC;IAED;;;;;OAKG;IACH,UAAU,CAAC,cAAsB;QAC/B,OAAO,IAAI,CAAC,KAAK,CAAC,UAAU,CAAC,cAAc,CAAC,CAAC;IAC/C,CAAC;CACF;AA5BD,wCA4BC;AAED;;;;;;;GAOG;AACH,SAAgB,mBAAmB,CACjC,KAA8B,EAC9B,eAA8C,EAC9C,aAAuB;IAEvB,MAAM,GAAG,GAAG,YAAY,EAAE,CAAC;IAC3B,OAAO,GAAG,CAAC,mBAAmB,CAC5B,cAAc,CAAC,KAAK,CAAC,EACrB,eAAe,CAAC,GAAG,CAAC,KAAK,CAAC,EAAE,CAAC,mBAAmB,CAAC,KAAK,CAAC,CAAC,EACxD,aAAa,CACd,CAAC;AACJ,CAAC;AAED;;GAEG;AACH,SAAgB,mBAAmB,CAAC,UAAkB;IACpD,MAAM,GAAG,GAAG,YAAY,EAAE,CAAC;IAC3B,OAAO,GAAG,CAAC,mBAAmB,CAAC,UAAU,CAAC,CAAC;AAC7C,CAAC;AAED;;GAEG;AACH,SAAgB,cAAc;IAC5B,IAAI,CAAC;QACH,YAAY,EAAE,CAAC;QACf,OAAO,IAAI,CAAC;IACd,CAAC;IAAC,MAAM,CAAC;QACP,OAAO,KAAK,CAAC;IACf,CAAC;AACH,CAAC;AAED,kBAAe;IACb,oBAAoB;IACpB,aAAa;IACb,cAAc;IACd,mBAAmB;IACnB,mBAAmB;IACnB,cAAc;IACd,yDAAyD;IACzD,cAAc;IACd,mBAAmB;CACpB,CAAC"} \ No newline at end of file diff --git a/npm/packages/ruvector/src/core/graph-algorithms.d.ts b/npm/packages/ruvector/src/core/graph-algorithms.d.ts deleted file mode 100644 index 8ffb4484b2..0000000000 --- a/npm/packages/ruvector/src/core/graph-algorithms.d.ts +++ /dev/null @@ -1,83 +0,0 @@ -/** - * Graph Algorithms - MinCut, Spectral Clustering, Community Detection - * - * Provides graph partitioning and clustering algorithms for: - * - Code module detection - * - Dependency clustering - * - Architecture analysis - * - Refactoring suggestions - */ -export interface Graph { - nodes: string[]; - edges: Array<{ - from: string; - to: string; - weight?: number; - }>; - adjacency: Map>; -} -export interface Partition { - groups: string[][]; - cutWeight: number; - modularity: number; -} -export interface SpectralResult { - clusters: Map; - eigenvalues: number[]; - coordinates: Map; -} -/** - * Build adjacency representation from edges - */ -export declare function buildGraph(nodes: string[], edges: Array<{ - from: string; - to: string; - weight?: number; -}>): Graph; -/** - * Minimum Cut (Stoer-Wagner algorithm) - * - * Finds the minimum weight cut that partitions the graph into two parts. - * Useful for finding loosely coupled module boundaries. - */ -export declare function minCut(graph: Graph): Partition; -/** - * Spectral Clustering (using power iteration) - * - * Uses graph Laplacian eigenvectors for clustering. - * Good for finding natural clusters in code dependencies. - */ -export declare function spectralClustering(graph: Graph, k?: number): SpectralResult; -/** - * Louvain Community Detection - * - * Greedy modularity optimization for finding communities. - * Good for detecting natural module boundaries. - */ -export declare function louvainCommunities(graph: Graph): Map; -/** - * Calculate modularity of a partition - */ -export declare function calculateModularity(graph: Graph, partition: string[][]): number; -/** - * Find bridges (edges whose removal disconnects components) - */ -export declare function findBridges(graph: Graph): Array<{ - from: string; - to: string; -}>; -/** - * Find articulation points (nodes whose removal disconnects components) - */ -export declare function findArticulationPoints(graph: Graph): string[]; -declare const _default: { - buildGraph: typeof buildGraph; - minCut: typeof minCut; - spectralClustering: typeof spectralClustering; - louvainCommunities: typeof louvainCommunities; - calculateModularity: typeof calculateModularity; - findBridges: typeof findBridges; - findArticulationPoints: typeof findArticulationPoints; -}; -export default _default; -//# sourceMappingURL=graph-algorithms.d.ts.map \ No newline at end of file diff --git a/npm/packages/ruvector/src/core/graph-algorithms.d.ts.map b/npm/packages/ruvector/src/core/graph-algorithms.d.ts.map deleted file mode 100644 index 39449a15a4..0000000000 --- a/npm/packages/ruvector/src/core/graph-algorithms.d.ts.map +++ /dev/null @@ -1 +0,0 @@ -{"version":3,"file":"graph-algorithms.d.ts","sourceRoot":"","sources":["graph-algorithms.ts"],"names":[],"mappings":"AAAA;;;;;;;;GAQG;AAEH,MAAM,WAAW,KAAK;IACpB,KAAK,EAAE,MAAM,EAAE,CAAC;IAChB,KAAK,EAAE,KAAK,CAAC;QAAE,IAAI,EAAE,MAAM,CAAC;QAAC,EAAE,EAAE,MAAM,CAAC;QAAC,MAAM,CAAC,EAAE,MAAM,CAAA;KAAE,CAAC,CAAC;IAC5D,SAAS,EAAE,GAAG,CAAC,MAAM,EAAE,GAAG,CAAC,MAAM,EAAE,MAAM,CAAC,CAAC,CAAC;CAC7C;AAED,MAAM,WAAW,SAAS;IACxB,MAAM,EAAE,MAAM,EAAE,EAAE,CAAC;IACnB,SAAS,EAAE,MAAM,CAAC;IAClB,UAAU,EAAE,MAAM,CAAC;CACpB;AAED,MAAM,WAAW,cAAc;IAC7B,QAAQ,EAAE,GAAG,CAAC,MAAM,EAAE,MAAM,CAAC,CAAC;IAC9B,WAAW,EAAE,MAAM,EAAE,CAAC;IACtB,WAAW,EAAE,GAAG,CAAC,MAAM,EAAE,MAAM,EAAE,CAAC,CAAC;CACpC;AAED;;GAEG;AACH,wBAAgB,UAAU,CACxB,KAAK,EAAE,MAAM,EAAE,EACf,KAAK,EAAE,KAAK,CAAC;IAAE,IAAI,EAAE,MAAM,CAAC;IAAC,EAAE,EAAE,MAAM,CAAC;IAAC,MAAM,CAAC,EAAE,MAAM,CAAA;CAAE,CAAC,GAC1D,KAAK,CAiBP;AAED;;;;;GAKG;AACH,wBAAgB,MAAM,CAAC,KAAK,EAAE,KAAK,GAAG,SAAS,CAwG9C;AAED;;;;;GAKG;AACH,wBAAgB,kBAAkB,CAAC,KAAK,EAAE,KAAK,EAAE,CAAC,GAAE,MAAU,GAAG,cAAc,CA0G9E;AAED;;;;;GAKG;AACH,wBAAgB,kBAAkB,CAAC,KAAK,EAAE,KAAK,GAAG,GAAG,CAAC,MAAM,EAAE,MAAM,CAAC,CAiGpE;AAED;;GAEG;AACH,wBAAgB,mBAAmB,CAAC,KAAK,EAAE,KAAK,EAAE,SAAS,EAAE,MAAM,EAAE,EAAE,GAAG,MAAM,CAgC/E;AAED;;GAEG;AACH,wBAAgB,WAAW,CAAC,KAAK,EAAE,KAAK,GAAG,KAAK,CAAC;IAAE,IAAI,EAAE,MAAM,CAAC;IAAC,EAAE,EAAE,MAAM,CAAA;CAAE,CAAC,CAsC7E;AAED;;GAEG;AACH,wBAAgB,sBAAsB,CAAC,KAAK,EAAE,KAAK,GAAG,MAAM,EAAE,CA+C7D;;;;;;;;;;AA+FD,wBAQE"} \ No newline at end of file diff --git a/npm/packages/ruvector/src/core/graph-algorithms.js b/npm/packages/ruvector/src/core/graph-algorithms.js deleted file mode 100644 index 38bc7725ba..0000000000 --- a/npm/packages/ruvector/src/core/graph-algorithms.js +++ /dev/null @@ -1,515 +0,0 @@ -"use strict"; -/** - * Graph Algorithms - MinCut, Spectral Clustering, Community Detection - * - * Provides graph partitioning and clustering algorithms for: - * - Code module detection - * - Dependency clustering - * - Architecture analysis - * - Refactoring suggestions - */ -Object.defineProperty(exports, "__esModule", { value: true }); -exports.buildGraph = buildGraph; -exports.minCut = minCut; -exports.spectralClustering = spectralClustering; -exports.louvainCommunities = louvainCommunities; -exports.calculateModularity = calculateModularity; -exports.findBridges = findBridges; -exports.findArticulationPoints = findArticulationPoints; -/** - * Build adjacency representation from edges - */ -function buildGraph(nodes, edges) { - const adjacency = new Map(); - for (const node of nodes) { - adjacency.set(node, new Map()); - } - for (const { from, to, weight = 1 } of edges) { - if (!adjacency.has(from)) - adjacency.set(from, new Map()); - if (!adjacency.has(to)) - adjacency.set(to, new Map()); - // Undirected graph - add both directions - adjacency.get(from).set(to, weight); - adjacency.get(to).set(from, weight); - } - return { nodes, edges, adjacency }; -} -/** - * Minimum Cut (Stoer-Wagner algorithm) - * - * Finds the minimum weight cut that partitions the graph into two parts. - * Useful for finding loosely coupled module boundaries. - */ -function minCut(graph) { - const n = graph.nodes.length; - if (n < 2) { - return { groups: [graph.nodes], cutWeight: 0, modularity: 0 }; - } - // Copy adjacency for modification - const adj = new Map(); - for (const [node, neighbors] of graph.adjacency) { - adj.set(node, new Map(neighbors)); - } - let minCutWeight = Infinity; - let bestPartition = []; - const merged = new Map(); // Track merged nodes - for (const node of graph.nodes) { - merged.set(node, [node]); - } - let remaining = [...graph.nodes]; - // Stoer-Wagner phases - while (remaining.length > 1) { - // Maximum adjacency search - const inA = new Set([remaining[0]]); - const weights = new Map(); - for (const node of remaining) { - if (!inA.has(node)) { - weights.set(node, adj.get(remaining[0])?.get(node) || 0); - } - } - let lastAdded = remaining[0]; - let beforeLast = remaining[0]; - while (inA.size < remaining.length) { - // Find node with maximum weight to A - let maxWeight = -Infinity; - let maxNode = ''; - for (const [node, weight] of weights) { - if (!inA.has(node) && weight > maxWeight) { - maxWeight = weight; - maxNode = node; - } - } - if (!maxNode) - break; - beforeLast = lastAdded; - lastAdded = maxNode; - inA.add(maxNode); - // Update weights - for (const [neighbor, w] of adj.get(maxNode) || []) { - if (!inA.has(neighbor)) { - weights.set(neighbor, (weights.get(neighbor) || 0) + w); - } - } - } - // Cut of the phase - const cutWeight = weights.get(lastAdded) || 0; - if (cutWeight < minCutWeight) { - minCutWeight = cutWeight; - const lastGroup = merged.get(lastAdded) || [lastAdded]; - const otherNodes = remaining.filter(n => n !== lastAdded).flatMap(n => merged.get(n) || [n]); - bestPartition = [lastGroup, otherNodes]; - } - // Merge last two nodes - if (remaining.length > 1) { - // Merge lastAdded into beforeLast - const mergedNodes = [...(merged.get(beforeLast) || []), ...(merged.get(lastAdded) || [])]; - merged.set(beforeLast, mergedNodes); - // Update adjacency - for (const [neighbor, w] of adj.get(lastAdded) || []) { - if (neighbor !== beforeLast) { - const current = adj.get(beforeLast)?.get(neighbor) || 0; - adj.get(beforeLast)?.set(neighbor, current + w); - adj.get(neighbor)?.set(beforeLast, current + w); - } - } - // Remove lastAdded - remaining = remaining.filter(n => n !== lastAdded); - adj.delete(lastAdded); - for (const [, neighbors] of adj) { - neighbors.delete(lastAdded); - } - } - } - const modularity = calculateModularity(graph, bestPartition); - return { - groups: bestPartition.filter(g => g.length > 0), - cutWeight: minCutWeight, - modularity, - }; -} -/** - * Spectral Clustering (using power iteration) - * - * Uses graph Laplacian eigenvectors for clustering. - * Good for finding natural clusters in code dependencies. - */ -function spectralClustering(graph, k = 2) { - const n = graph.nodes.length; - const nodeIndex = new Map(graph.nodes.map((node, i) => [node, i])); - const clusters = new Map(); - if (n === 0) { - return { clusters, eigenvalues: [], coordinates: new Map() }; - } - // Build Laplacian matrix (D - A) - const degree = new Float64Array(n); - const laplacian = Array(n).fill(null).map(() => Array(n).fill(0)); - for (const [node, neighbors] of graph.adjacency) { - const i = nodeIndex.get(node); - let d = 0; - for (const [neighbor, weight] of neighbors) { - const j = nodeIndex.get(neighbor); - laplacian[i][j] = -weight; - d += weight; - } - degree[i] = d; - laplacian[i][i] = d; - } - // Normalized Laplacian: D^(-1/2) L D^(-1/2) - for (let i = 0; i < n; i++) { - for (let j = 0; j < n; j++) { - if (degree[i] > 0 && degree[j] > 0) { - laplacian[i][j] /= Math.sqrt(degree[i] * degree[j]); - } - } - } - // Power iteration to find eigenvectors - const eigenvectors = []; - const eigenvalues = []; - for (let ev = 0; ev < Math.min(k, n); ev++) { - let vector = new Float64Array(n); - for (let i = 0; i < n; i++) { - vector[i] = Math.random(); - } - normalize(vector); - // Deflation: orthogonalize against previous eigenvectors - for (const prev of eigenvectors) { - const dot = dotProduct(vector, new Float64Array(prev)); - for (let i = 0; i < n; i++) { - vector[i] -= dot * prev[i]; - } - } - normalize(vector); - // Power iteration - for (let iter = 0; iter < 100; iter++) { - const newVector = new Float64Array(n); - for (let i = 0; i < n; i++) { - for (let j = 0; j < n; j++) { - newVector[i] += laplacian[i][j] * vector[j]; - } - } - // Deflation - for (const prev of eigenvectors) { - const dot = dotProduct(newVector, new Float64Array(prev)); - for (let i = 0; i < n; i++) { - newVector[i] -= dot * prev[i]; - } - } - normalize(newVector); - vector = newVector; - } - // Compute eigenvalue - let eigenvalue = 0; - for (let i = 0; i < n; i++) { - let sum = 0; - for (let j = 0; j < n; j++) { - sum += laplacian[i][j] * vector[j]; - } - eigenvalue += vector[i] * sum; - } - eigenvectors.push(Array.from(vector)); - eigenvalues.push(eigenvalue); - } - // K-means clustering on eigenvector coordinates - const coordinates = new Map(); - for (let i = 0; i < n; i++) { - coordinates.set(graph.nodes[i], eigenvectors.map(ev => ev[i])); - } - // Simple k-means - const clusterAssignment = kMeans(graph.nodes.map(node => coordinates.get(node)), k); - for (let i = 0; i < n; i++) { - clusters.set(graph.nodes[i], clusterAssignment[i]); - } - return { clusters, eigenvalues, coordinates }; -} -/** - * Louvain Community Detection - * - * Greedy modularity optimization for finding communities. - * Good for detecting natural module boundaries. - */ -function louvainCommunities(graph) { - const communities = new Map(); - let communityId = 0; - // Initialize: each node in its own community - for (const node of graph.nodes) { - communities.set(node, communityId++); - } - // Total edge weight - let m = 0; - for (const { weight = 1 } of graph.edges) { - m += weight; - } - m /= 2; // Undirected - if (m === 0) - return communities; - // Node weights (sum of edge weights) - const nodeWeight = new Map(); - for (const node of graph.nodes) { - let w = 0; - for (const [, weight] of graph.adjacency.get(node) || []) { - w += weight; - } - nodeWeight.set(node, w); - } - // Community weights - const communityWeight = new Map(); - for (const node of graph.nodes) { - const c = communities.get(node); - communityWeight.set(c, (communityWeight.get(c) || 0) + (nodeWeight.get(node) || 0)); - } - // Iterate until no improvement - let improved = true; - while (improved) { - improved = false; - for (const node of graph.nodes) { - const currentCommunity = communities.get(node); - const ki = nodeWeight.get(node) || 0; - // Calculate modularity gain for moving to neighbor communities - let bestCommunity = currentCommunity; - let bestGain = 0; - const neighborCommunities = new Set(); - for (const [neighbor] of graph.adjacency.get(node) || []) { - neighborCommunities.add(communities.get(neighbor)); - } - for (const targetCommunity of neighborCommunities) { - if (targetCommunity === currentCommunity) - continue; - // Calculate edge weight to target community - let ki_in = 0; - for (const [neighbor, weight] of graph.adjacency.get(node) || []) { - if (communities.get(neighbor) === targetCommunity) { - ki_in += weight; - } - } - const sumTot = communityWeight.get(targetCommunity) || 0; - const gain = ki_in / m - (ki * sumTot) / (2 * m * m); - if (gain > bestGain) { - bestGain = gain; - bestCommunity = targetCommunity; - } - } - // Move node if beneficial - if (bestCommunity !== currentCommunity) { - communities.set(node, bestCommunity); - // Update community weights - communityWeight.set(currentCommunity, (communityWeight.get(currentCommunity) || 0) - ki); - communityWeight.set(bestCommunity, (communityWeight.get(bestCommunity) || 0) + ki); - improved = true; - } - } - } - // Renumber communities to be contiguous - const renumber = new Map(); - let newId = 0; - for (const [node, c] of communities) { - if (!renumber.has(c)) { - renumber.set(c, newId++); - } - communities.set(node, renumber.get(c)); - } - return communities; -} -/** - * Calculate modularity of a partition - */ -function calculateModularity(graph, partition) { - let m = 0; - for (const { weight = 1 } of graph.edges) { - m += weight; - } - m /= 2; - if (m === 0) - return 0; - let modularity = 0; - for (const group of partition) { - const groupSet = new Set(group); - // Edges within group - let inGroup = 0; - let degreeSum = 0; - for (const node of group) { - for (const [neighbor, weight] of graph.adjacency.get(node) || []) { - if (groupSet.has(neighbor)) { - inGroup += weight; - } - degreeSum += weight; - } - } - inGroup /= 2; // Count each edge once - modularity += inGroup / m - Math.pow(degreeSum / (2 * m), 2); - } - return modularity; -} -/** - * Find bridges (edges whose removal disconnects components) - */ -function findBridges(graph) { - const bridges = []; - const visited = new Set(); - const discovery = new Map(); - const low = new Map(); - const parent = new Map(); - let time = 0; - function dfs(node) { - visited.add(node); - discovery.set(node, time); - low.set(node, time); - time++; - for (const [neighbor] of graph.adjacency.get(node) || []) { - if (!visited.has(neighbor)) { - parent.set(neighbor, node); - dfs(neighbor); - low.set(node, Math.min(low.get(node), low.get(neighbor))); - if (low.get(neighbor) > discovery.get(node)) { - bridges.push({ from: node, to: neighbor }); - } - } - else if (neighbor !== parent.get(node)) { - low.set(node, Math.min(low.get(node), discovery.get(neighbor))); - } - } - } - for (const node of graph.nodes) { - if (!visited.has(node)) { - parent.set(node, null); - dfs(node); - } - } - return bridges; -} -/** - * Find articulation points (nodes whose removal disconnects components) - */ -function findArticulationPoints(graph) { - const points = []; - const visited = new Set(); - const discovery = new Map(); - const low = new Map(); - const parent = new Map(); - let time = 0; - function dfs(node) { - visited.add(node); - discovery.set(node, time); - low.set(node, time); - time++; - let children = 0; - for (const [neighbor] of graph.adjacency.get(node) || []) { - if (!visited.has(neighbor)) { - children++; - parent.set(neighbor, node); - dfs(neighbor); - low.set(node, Math.min(low.get(node), low.get(neighbor))); - // Root with 2+ children or non-root with low[v] >= disc[u] - if ((parent.get(node) === null && children > 1) || - (parent.get(node) !== null && low.get(neighbor) >= discovery.get(node))) { - if (!points.includes(node)) { - points.push(node); - } - } - } - else if (neighbor !== parent.get(node)) { - low.set(node, Math.min(low.get(node), discovery.get(neighbor))); - } - } - } - for (const node of graph.nodes) { - if (!visited.has(node)) { - parent.set(node, null); - dfs(node); - } - } - return points; -} -// Helper functions -function normalize(v) { - let sum = 0; - for (let i = 0; i < v.length; i++) { - sum += v[i] * v[i]; - } - const norm = Math.sqrt(sum); - if (norm > 0) { - for (let i = 0; i < v.length; i++) { - v[i] /= norm; - } - } -} -function dotProduct(a, b) { - let sum = 0; - for (let i = 0; i < a.length; i++) { - sum += a[i] * b[i]; - } - return sum; -} -function kMeans(points, k, maxIter = 100) { - const n = points.length; - if (n === 0 || k === 0) - return []; - const dim = points[0].length; - // Random initialization - const centroids = []; - const used = new Set(); - while (centroids.length < Math.min(k, n)) { - const idx = Math.floor(Math.random() * n); - if (!used.has(idx)) { - used.add(idx); - centroids.push([...points[idx]]); - } - } - const assignment = new Array(n).fill(0); - for (let iter = 0; iter < maxIter; iter++) { - // Assign points to nearest centroid - let changed = false; - for (let i = 0; i < n; i++) { - let minDist = Infinity; - let minC = 0; - for (let c = 0; c < centroids.length; c++) { - let dist = 0; - for (let d = 0; d < dim; d++) { - dist += Math.pow(points[i][d] - centroids[c][d], 2); - } - if (dist < minDist) { - minDist = dist; - minC = c; - } - } - if (assignment[i] !== minC) { - assignment[i] = minC; - changed = true; - } - } - if (!changed) - break; - // Update centroids - const counts = new Array(k).fill(0); - for (let c = 0; c < centroids.length; c++) { - for (let d = 0; d < dim; d++) { - centroids[c][d] = 0; - } - } - for (let i = 0; i < n; i++) { - const c = assignment[i]; - counts[c]++; - for (let d = 0; d < dim; d++) { - centroids[c][d] += points[i][d]; - } - } - for (let c = 0; c < centroids.length; c++) { - if (counts[c] > 0) { - for (let d = 0; d < dim; d++) { - centroids[c][d] /= counts[c]; - } - } - } - } - return assignment; -} -exports.default = { - buildGraph, - minCut, - spectralClustering, - louvainCommunities, - calculateModularity, - findBridges, - findArticulationPoints, -}; -//# sourceMappingURL=graph-algorithms.js.map \ No newline at end of file diff --git a/npm/packages/ruvector/src/core/graph-algorithms.js.map b/npm/packages/ruvector/src/core/graph-algorithms.js.map deleted file mode 100644 index 5f8bb9bdf8..0000000000 --- a/npm/packages/ruvector/src/core/graph-algorithms.js.map +++ /dev/null @@ -1 +0,0 @@ -{"version":3,"file":"graph-algorithms.js","sourceRoot":"","sources":["graph-algorithms.ts"],"names":[],"mappings":";AAAA;;;;;;;;GAQG;;AAuBH,gCAoBC;AAQD,wBAwGC;AAQD,gDA0GC;AAQD,gDAiGC;AAKD,kDAgCC;AAKD,kCAsCC;AAKD,wDA+CC;AAteD;;GAEG;AACH,SAAgB,UAAU,CACxB,KAAe,EACf,KAA2D;IAE3D,MAAM,SAAS,GAAG,IAAI,GAAG,EAA+B,CAAC;IAEzD,KAAK,MAAM,IAAI,IAAI,KAAK,EAAE,CAAC;QACzB,SAAS,CAAC,GAAG,CAAC,IAAI,EAAE,IAAI,GAAG,EAAE,CAAC,CAAC;IACjC,CAAC;IAED,KAAK,MAAM,EAAE,IAAI,EAAE,EAAE,EAAE,MAAM,GAAG,CAAC,EAAE,IAAI,KAAK,EAAE,CAAC;QAC7C,IAAI,CAAC,SAAS,CAAC,GAAG,CAAC,IAAI,CAAC;YAAE,SAAS,CAAC,GAAG,CAAC,IAAI,EAAE,IAAI,GAAG,EAAE,CAAC,CAAC;QACzD,IAAI,CAAC,SAAS,CAAC,GAAG,CAAC,EAAE,CAAC;YAAE,SAAS,CAAC,GAAG,CAAC,EAAE,EAAE,IAAI,GAAG,EAAE,CAAC,CAAC;QAErD,yCAAyC;QACzC,SAAS,CAAC,GAAG,CAAC,IAAI,CAAE,CAAC,GAAG,CAAC,EAAE,EAAE,MAAM,CAAC,CAAC;QACrC,SAAS,CAAC,GAAG,CAAC,EAAE,CAAE,CAAC,GAAG,CAAC,IAAI,EAAE,MAAM,CAAC,CAAC;IACvC,CAAC;IAED,OAAO,EAAE,KAAK,EAAE,KAAK,EAAE,SAAS,EAAE,CAAC;AACrC,CAAC;AAED;;;;;GAKG;AACH,SAAgB,MAAM,CAAC,KAAY;IACjC,MAAM,CAAC,GAAG,KAAK,CAAC,KAAK,CAAC,MAAM,CAAC;IAC7B,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC;QACV,OAAO,EAAE,MAAM,EAAE,CAAC,KAAK,CAAC,KAAK,CAAC,EAAE,SAAS,EAAE,CAAC,EAAE,UAAU,EAAE,CAAC,EAAE,CAAC;IAChE,CAAC;IAED,kCAAkC;IAClC,MAAM,GAAG,GAAG,IAAI,GAAG,EAA+B,CAAC;IACnD,KAAK,MAAM,CAAC,IAAI,EAAE,SAAS,CAAC,IAAI,KAAK,CAAC,SAAS,EAAE,CAAC;QAChD,GAAG,CAAC,GAAG,CAAC,IAAI,EAAE,IAAI,GAAG,CAAC,SAAS,CAAC,CAAC,CAAC;IACpC,CAAC;IAED,IAAI,YAAY,GAAG,QAAQ,CAAC;IAC5B,IAAI,aAAa,GAAe,EAAE,CAAC;IACnC,MAAM,MAAM,GAAG,IAAI,GAAG,EAAoB,CAAC,CAAC,qBAAqB;IAEjE,KAAK,MAAM,IAAI,IAAI,KAAK,CAAC,KAAK,EAAE,CAAC;QAC/B,MAAM,CAAC,GAAG,CAAC,IAAI,EAAE,CAAC,IAAI,CAAC,CAAC,CAAC;IAC3B,CAAC;IAED,IAAI,SAAS,GAAG,CAAC,GAAG,KAAK,CAAC,KAAK,CAAC,CAAC;IAEjC,sBAAsB;IACtB,OAAO,SAAS,CAAC,MAAM,GAAG,CAAC,EAAE,CAAC;QAC5B,2BAA2B;QAC3B,MAAM,GAAG,GAAG,IAAI,GAAG,CAAS,CAAC,SAAS,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC;QAC5C,MAAM,OAAO,GAAG,IAAI,GAAG,EAAkB,CAAC;QAE1C,KAAK,MAAM,IAAI,IAAI,SAAS,EAAE,CAAC;YAC7B,IAAI,CAAC,GAAG,CAAC,GAAG,CAAC,IAAI,CAAC,EAAE,CAAC;gBACnB,OAAO,CAAC,GAAG,CAAC,IAAI,EAAE,GAAG,CAAC,GAAG,CAAC,SAAS,CAAC,CAAC,CAAC,CAAC,EAAE,GAAG,CAAC,IAAI,CAAC,IAAI,CAAC,CAAC,CAAC;YAC3D,CAAC;QACH,CAAC;QAED,IAAI,SAAS,GAAG,SAAS,CAAC,CAAC,CAAC,CAAC;QAC7B,IAAI,UAAU,GAAG,SAAS,CAAC,CAAC,CAAC,CAAC;QAE9B,OAAO,GAAG,CAAC,IAAI,GAAG,SAAS,CAAC,MAAM,EAAE,CAAC;YACnC,qCAAqC;YACrC,IAAI,SAAS,GAAG,CAAC,QAAQ,CAAC;YAC1B,IAAI,OAAO,GAAG,EAAE,CAAC;YAEjB,KAAK,MAAM,CAAC,IAAI,EAAE,MAAM,CAAC,IAAI,OAAO,EAAE,CAAC;gBACrC,IAAI,CAAC,GAAG,CAAC,GAAG,CAAC,IAAI,CAAC,IAAI,MAAM,GAAG,SAAS,EAAE,CAAC;oBACzC,SAAS,GAAG,MAAM,CAAC;oBACnB,OAAO,GAAG,IAAI,CAAC;gBACjB,CAAC;YACH,CAAC;YAED,IAAI,CAAC,OAAO;gBAAE,MAAM;YAEpB,UAAU,GAAG,SAAS,CAAC;YACvB,SAAS,GAAG,OAAO,CAAC;YACpB,GAAG,CAAC,GAAG,CAAC,OAAO,CAAC,CAAC;YAEjB,iBAAiB;YACjB,KAAK,MAAM,CAAC,QAAQ,EAAE,CAAC,CAAC,IAAI,GAAG,CAAC,GAAG,CAAC,OAAO,CAAC,IAAI,EAAE,EAAE,CAAC;gBACnD,IAAI,CAAC,GAAG,CAAC,GAAG,CAAC,QAAQ,CAAC,EAAE,CAAC;oBACvB,OAAO,CAAC,GAAG,CAAC,QAAQ,EAAE,CAAC,OAAO,CAAC,GAAG,CAAC,QAAQ,CAAC,IAAI,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC;gBAC1D,CAAC;YACH,CAAC;QACH,CAAC;QAED,mBAAmB;QACnB,MAAM,SAAS,GAAG,OAAO,CAAC,GAAG,CAAC,SAAS,CAAC,IAAI,CAAC,CAAC;QAE9C,IAAI,SAAS,GAAG,YAAY,EAAE,CAAC;YAC7B,YAAY,GAAG,SAAS,CAAC;YACzB,MAAM,SAAS,GAAG,MAAM,CAAC,GAAG,CAAC,SAAS,CAAC,IAAI,CAAC,SAAS,CAAC,CAAC;YACvD,MAAM,UAAU,GAAG,SAAS,CAAC,MAAM,CAAC,CAAC,CAAC,EAAE,CAAC,CAAC,KAAK,SAAS,CAAC,CAAC,OAAO,CAAC,CAAC,CAAC,EAAE,CAAC,MAAM,CAAC,GAAG,CAAC,CAAC,CAAC,IAAI,CAAC,CAAC,CAAC,CAAC,CAAC;YAC7F,aAAa,GAAG,CAAC,SAAS,EAAE,UAAU,CAAC,CAAC;QAC1C,CAAC;QAED,uBAAuB;QACvB,IAAI,SAAS,CAAC,MAAM,GAAG,CAAC,EAAE,CAAC;YACzB,kCAAkC;YAClC,MAAM,WAAW,GAAG,CAAC,GAAG,CAAC,MAAM,CAAC,GAAG,CAAC,UAAU,CAAC,IAAI,EAAE,CAAC,EAAE,GAAG,CAAC,MAAM,CAAC,GAAG,CAAC,SAAS,CAAC,IAAI,EAAE,CAAC,CAAC,CAAC;YAC1F,MAAM,CAAC,GAAG,CAAC,UAAU,EAAE,WAAW,CAAC,CAAC;YAEpC,mBAAmB;YACnB,KAAK,MAAM,CAAC,QAAQ,EAAE,CAAC,CAAC,IAAI,GAAG,CAAC,GAAG,CAAC,SAAS,CAAC,IAAI,EAAE,EAAE,CAAC;gBACrD,IAAI,QAAQ,KAAK,UAAU,EAAE,CAAC;oBAC5B,MAAM,OAAO,GAAG,GAAG,CAAC,GAAG,CAAC,UAAU,CAAC,EAAE,GAAG,CAAC,QAAQ,CAAC,IAAI,CAAC,CAAC;oBACxD,GAAG,CAAC,GAAG,CAAC,UAAU,CAAC,EAAE,GAAG,CAAC,QAAQ,EAAE,OAAO,GAAG,CAAC,CAAC,CAAC;oBAChD,GAAG,CAAC,GAAG,CAAC,QAAQ,CAAC,EAAE,GAAG,CAAC,UAAU,EAAE,OAAO,GAAG,CAAC,CAAC,CAAC;gBAClD,CAAC;YACH,CAAC;YAED,mBAAmB;YACnB,SAAS,GAAG,SAAS,CAAC,MAAM,CAAC,CAAC,CAAC,EAAE,CAAC,CAAC,KAAK,SAAS,CAAC,CAAC;YACnD,GAAG,CAAC,MAAM,CAAC,SAAS,CAAC,CAAC;YACtB,KAAK,MAAM,CAAC,EAAE,SAAS,CAAC,IAAI,GAAG,EAAE,CAAC;gBAChC,SAAS,CAAC,MAAM,CAAC,SAAS,CAAC,CAAC;YAC9B,CAAC;QACH,CAAC;IACH,CAAC;IAED,MAAM,UAAU,GAAG,mBAAmB,CAAC,KAAK,EAAE,aAAa,CAAC,CAAC;IAE7D,OAAO;QACL,MAAM,EAAE,aAAa,CAAC,MAAM,CAAC,CAAC,CAAC,EAAE,CAAC,CAAC,CAAC,MAAM,GAAG,CAAC,CAAC;QAC/C,SAAS,EAAE,YAAY;QACvB,UAAU;KACX,CAAC;AACJ,CAAC;AAED;;;;;GAKG;AACH,SAAgB,kBAAkB,CAAC,KAAY,EAAE,IAAY,CAAC;IAC5D,MAAM,CAAC,GAAG,KAAK,CAAC,KAAK,CAAC,MAAM,CAAC;IAC7B,MAAM,SAAS,GAAG,IAAI,GAAG,CAAC,KAAK,CAAC,KAAK,CAAC,GAAG,CAAC,CAAC,IAAI,EAAE,CAAC,EAAE,EAAE,CAAC,CAAC,IAAI,EAAE,CAAC,CAAC,CAAC,CAAC,CAAC;IACnE,MAAM,QAAQ,GAAG,IAAI,GAAG,EAAkB,CAAC;IAE3C,IAAI,CAAC,KAAK,CAAC,EAAE,CAAC;QACZ,OAAO,EAAE,QAAQ,EAAE,WAAW,EAAE,EAAE,EAAE,WAAW,EAAE,IAAI,GAAG,EAAE,EAAE,CAAC;IAC/D,CAAC;IAED,iCAAiC;IACjC,MAAM,MAAM,GAAG,IAAI,YAAY,CAAC,CAAC,CAAC,CAAC;IACnC,MAAM,SAAS,GAAe,KAAK,CAAC,CAAC,CAAC,CAAC,IAAI,CAAC,IAAI,CAAC,CAAC,GAAG,CAAC,GAAG,EAAE,CAAC,KAAK,CAAC,CAAC,CAAC,CAAC,IAAI,CAAC,CAAC,CAAC,CAAC,CAAC;IAE9E,KAAK,MAAM,CAAC,IAAI,EAAE,SAAS,CAAC,IAAI,KAAK,CAAC,SAAS,EAAE,CAAC;QAChD,MAAM,CAAC,GAAG,SAAS,CAAC,GAAG,CAAC,IAAI,CAAE,CAAC;QAC/B,IAAI,CAAC,GAAG,CAAC,CAAC;QACV,KAAK,MAAM,CAAC,QAAQ,EAAE,MAAM,CAAC,IAAI,SAAS,EAAE,CAAC;YAC3C,MAAM,CAAC,GAAG,SAAS,CAAC,GAAG,CAAC,QAAQ,CAAE,CAAC;YACnC,SAAS,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,GAAG,CAAC,MAAM,CAAC;YAC1B,CAAC,IAAI,MAAM,CAAC;QACd,CAAC;QACD,MAAM,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC;QACd,SAAS,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC;IACtB,CAAC;IAED,4CAA4C;IAC5C,KAAK,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,CAAC,EAAE,CAAC,EAAE,EAAE,CAAC;QAC3B,KAAK,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,CAAC,EAAE,CAAC,EAAE,EAAE,CAAC;YAC3B,IAAI,MAAM,CAAC,CAAC,CAAC,GAAG,CAAC,IAAI,MAAM,CAAC,CAAC,CAAC,GAAG,CAAC,EAAE,CAAC;gBACnC,SAAS,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,IAAI,IAAI,CAAC,IAAI,CAAC,MAAM,CAAC,CAAC,CAAC,GAAG,MAAM,CAAC,CAAC,CAAC,CAAC,CAAC;YACtD,CAAC;QACH,CAAC;IACH,CAAC;IAED,uCAAuC;IACvC,MAAM,YAAY,GAAe,EAAE,CAAC;IACpC,MAAM,WAAW,GAAa,EAAE,CAAC;IAEjC,KAAK,IAAI,EAAE,GAAG,CAAC,EAAE,EAAE,GAAG,IAAI,CAAC,GAAG,CAAC,CAAC,EAAE,CAAC,CAAC,EAAE,EAAE,EAAE,EAAE,CAAC;QAC3C,IAAI,MAAM,GAAG,IAAI,YAAY,CAAC,CAAC,CAAC,CAAC;QACjC,KAAK,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,CAAC,EAAE,CAAC,EAAE,EAAE,CAAC;YAC3B,MAAM,CAAC,CAAC,CAAC,GAAG,IAAI,CAAC,MAAM,EAAE,CAAC;QAC5B,CAAC;QACD,SAAS,CAAC,MAAM,CAAC,CAAC;QAElB,yDAAyD;QACzD,KAAK,MAAM,IAAI,IAAI,YAAY,EAAE,CAAC;YAChC,MAAM,GAAG,GAAG,UAAU,CAAC,MAAM,EAAE,IAAI,YAAY,CAAC,IAAI,CAAC,CAAC,CAAC;YACvD,KAAK,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,CAAC,EAAE,CAAC,EAAE,EAAE,CAAC;gBAC3B,MAAM,CAAC,CAAC,CAAC,IAAI,GAAG,GAAG,IAAI,CAAC,CAAC,CAAC,CAAC;YAC7B,CAAC;QACH,CAAC;QACD,SAAS,CAAC,MAAM,CAAC,CAAC;QAElB,kBAAkB;QAClB,KAAK,IAAI,IAAI,GAAG,CAAC,EAAE,IAAI,GAAG,GAAG,EAAE,IAAI,EAAE,EAAE,CAAC;YACtC,MAAM,SAAS,GAAG,IAAI,YAAY,CAAC,CAAC,CAAC,CAAC;YACtC,KAAK,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,CAAC,EAAE,CAAC,EAAE,EAAE,CAAC;gBAC3B,KAAK,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,CAAC,EAAE,CAAC,EAAE,EAAE,CAAC;oBAC3B,SAAS,CAAC,CAAC,CAAC,IAAI,SAAS,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,GAAG,MAAM,CAAC,CAAC,CAAC,CAAC;gBAC9C,CAAC;YACH,CAAC;YAED,YAAY;YACZ,KAAK,MAAM,IAAI,IAAI,YAAY,EAAE,CAAC;gBAChC,MAAM,GAAG,GAAG,UAAU,CAAC,SAAS,EAAE,IAAI,YAAY,CAAC,IAAI,CAAC,CAAC,CAAC;gBAC1D,KAAK,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,CAAC,EAAE,CAAC,EAAE,EAAE,CAAC;oBAC3B,SAAS,CAAC,CAAC,CAAC,IAAI,GAAG,GAAG,IAAI,CAAC,CAAC,CAAC,CAAC;gBAChC,CAAC;YACH,CAAC;YAED,SAAS,CAAC,SAAS,CAAC,CAAC;YACrB,MAAM,GAAG,SAAS,CAAC;QACrB,CAAC;QAED,qBAAqB;QACrB,IAAI,UAAU,GAAG,CAAC,CAAC;QACnB,KAAK,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,CAAC,EAAE,CAAC,EAAE,EAAE,CAAC;YAC3B,IAAI,GAAG,GAAG,CAAC,CAAC;YACZ,KAAK,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,CAAC,EAAE,CAAC,EAAE,EAAE,CAAC;gBAC3B,GAAG,IAAI,SAAS,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,GAAG,MAAM,CAAC,CAAC,CAAC,CAAC;YACrC,CAAC;YACD,UAAU,IAAI,MAAM,CAAC,CAAC,CAAC,GAAG,GAAG,CAAC;QAChC,CAAC;QAED,YAAY,CAAC,IAAI,CAAC,KAAK,CAAC,IAAI,CAAC,MAAM,CAAC,CAAC,CAAC;QACtC,WAAW,CAAC,IAAI,CAAC,UAAU,CAAC,CAAC;IAC/B,CAAC;IAED,gDAAgD;IAChD,MAAM,WAAW,GAAG,IAAI,GAAG,EAAoB,CAAC;IAChD,KAAK,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,CAAC,EAAE,CAAC,EAAE,EAAE,CAAC;QAC3B,WAAW,CAAC,GAAG,CAAC,KAAK,CAAC,KAAK,CAAC,CAAC,CAAC,EAAE,YAAY,CAAC,GAAG,CAAC,EAAE,CAAC,EAAE,CAAC,EAAE,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC;IACjE,CAAC;IAED,iBAAiB;IACjB,MAAM,iBAAiB,GAAG,MAAM,CAC9B,KAAK,CAAC,KAAK,CAAC,GAAG,CAAC,IAAI,CAAC,EAAE,CAAC,WAAW,CAAC,GAAG,CAAC,IAAI,CAAE,CAAC,EAC/C,CAAC,CACF,CAAC;IAEF,KAAK,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,CAAC,EAAE,CAAC,EAAE,EAAE,CAAC;QAC3B,QAAQ,CAAC,GAAG,CAAC,KAAK,CAAC,KAAK,CAAC,CAAC,CAAC,EAAE,iBAAiB,CAAC,CAAC,CAAC,CAAC,CAAC;IACrD,CAAC;IAED,OAAO,EAAE,QAAQ,EAAE,WAAW,EAAE,WAAW,EAAE,CAAC;AAChD,CAAC;AAED;;;;;GAKG;AACH,SAAgB,kBAAkB,CAAC,KAAY;IAC7C,MAAM,WAAW,GAAG,IAAI,GAAG,EAAkB,CAAC;IAC9C,IAAI,WAAW,GAAG,CAAC,CAAC;IAEpB,6CAA6C;IAC7C,KAAK,MAAM,IAAI,IAAI,KAAK,CAAC,KAAK,EAAE,CAAC;QAC/B,WAAW,CAAC,GAAG,CAAC,IAAI,EAAE,WAAW,EAAE,CAAC,CAAC;IACvC,CAAC;IAED,oBAAoB;IACpB,IAAI,CAAC,GAAG,CAAC,CAAC;IACV,KAAK,MAAM,EAAE,MAAM,GAAG,CAAC,EAAE,IAAI,KAAK,CAAC,KAAK,EAAE,CAAC;QACzC,CAAC,IAAI,MAAM,CAAC;IACd,CAAC;IACD,CAAC,IAAI,CAAC,CAAC,CAAC,aAAa;IAErB,IAAI,CAAC,KAAK,CAAC;QAAE,OAAO,WAAW,CAAC;IAEhC,qCAAqC;IACrC,MAAM,UAAU,GAAG,IAAI,GAAG,EAAkB,CAAC;IAC7C,KAAK,MAAM,IAAI,IAAI,KAAK,CAAC,KAAK,EAAE,CAAC;QAC/B,IAAI,CAAC,GAAG,CAAC,CAAC;QACV,KAAK,MAAM,CAAC,EAAE,MAAM,CAAC,IAAI,KAAK,CAAC,SAAS,CAAC,GAAG,CAAC,IAAI,CAAC,IAAI,EAAE,EAAE,CAAC;YACzD,CAAC,IAAI,MAAM,CAAC;QACd,CAAC;QACD,UAAU,CAAC,GAAG,CAAC,IAAI,EAAE,CAAC,CAAC,CAAC;IAC1B,CAAC;IAED,oBAAoB;IACpB,MAAM,eAAe,GAAG,IAAI,GAAG,EAAkB,CAAC;IAClD,KAAK,MAAM,IAAI,IAAI,KAAK,CAAC,KAAK,EAAE,CAAC;QAC/B,MAAM,CAAC,GAAG,WAAW,CAAC,GAAG,CAAC,IAAI,CAAE,CAAC;QACjC,eAAe,CAAC,GAAG,CAAC,CAAC,EAAE,CAAC,eAAe,CAAC,GAAG,CAAC,CAAC,CAAC,IAAI,CAAC,CAAC,GAAG,CAAC,UAAU,CAAC,GAAG,CAAC,IAAI,CAAC,IAAI,CAAC,CAAC,CAAC,CAAC;IACtF,CAAC;IAED,+BAA+B;IAC/B,IAAI,QAAQ,GAAG,IAAI,CAAC;IACpB,OAAO,QAAQ,EAAE,CAAC;QAChB,QAAQ,GAAG,KAAK,CAAC;QAEjB,KAAK,MAAM,IAAI,IAAI,KAAK,CAAC,KAAK,EAAE,CAAC;YAC/B,MAAM,gBAAgB,GAAG,WAAW,CAAC,GAAG,CAAC,IAAI,CAAE,CAAC;YAChD,MAAM,EAAE,GAAG,UAAU,CAAC,GAAG,CAAC,IAAI,CAAC,IAAI,CAAC,CAAC;YAErC,+DAA+D;YAC/D,IAAI,aAAa,GAAG,gBAAgB,CAAC;YACrC,IAAI,QAAQ,GAAG,CAAC,CAAC;YAEjB,MAAM,mBAAmB,GAAG,IAAI,GAAG,EAAU,CAAC;YAC9C,KAAK,MAAM,CAAC,QAAQ,CAAC,IAAI,KAAK,CAAC,SAAS,CAAC,GAAG,CAAC,IAAI,CAAC,IAAI,EAAE,EAAE,CAAC;gBACzD,mBAAmB,CAAC,GAAG,CAAC,WAAW,CAAC,GAAG,CAAC,QAAQ,CAAE,CAAC,CAAC;YACtD,CAAC;YAED,KAAK,MAAM,eAAe,IAAI,mBAAmB,EAAE,CAAC;gBAClD,IAAI,eAAe,KAAK,gBAAgB;oBAAE,SAAS;gBAEnD,4CAA4C;gBAC5C,IAAI,KAAK,GAAG,CAAC,CAAC;gBACd,KAAK,MAAM,CAAC,QAAQ,EAAE,MAAM,CAAC,IAAI,KAAK,CAAC,SAAS,CAAC,GAAG,CAAC,IAAI,CAAC,IAAI,EAAE,EAAE,CAAC;oBACjE,IAAI,WAAW,CAAC,GAAG,CAAC,QAAQ,CAAC,KAAK,eAAe,EAAE,CAAC;wBAClD,KAAK,IAAI,MAAM,CAAC;oBAClB,CAAC;gBACH,CAAC;gBAED,MAAM,MAAM,GAAG,eAAe,CAAC,GAAG,CAAC,eAAe,CAAC,IAAI,CAAC,CAAC;gBACzD,MAAM,IAAI,GAAG,KAAK,GAAG,CAAC,GAAG,CAAC,EAAE,GAAG,MAAM,CAAC,GAAG,CAAC,CAAC,GAAG,CAAC,GAAG,CAAC,CAAC,CAAC;gBAErD,IAAI,IAAI,GAAG,QAAQ,EAAE,CAAC;oBACpB,QAAQ,GAAG,IAAI,CAAC;oBAChB,aAAa,GAAG,eAAe,CAAC;gBAClC,CAAC;YACH,CAAC;YAED,0BAA0B;YAC1B,IAAI,aAAa,KAAK,gBAAgB,EAAE,CAAC;gBACvC,WAAW,CAAC,GAAG,CAAC,IAAI,EAAE,aAAa,CAAC,CAAC;gBAErC,2BAA2B;gBAC3B,eAAe,CAAC,GAAG,CAAC,gBAAgB,EAAE,CAAC,eAAe,CAAC,GAAG,CAAC,gBAAgB,CAAC,IAAI,CAAC,CAAC,GAAG,EAAE,CAAC,CAAC;gBACzF,eAAe,CAAC,GAAG,CAAC,aAAa,EAAE,CAAC,eAAe,CAAC,GAAG,CAAC,aAAa,CAAC,IAAI,CAAC,CAAC,GAAG,EAAE,CAAC,CAAC;gBAEnF,QAAQ,GAAG,IAAI,CAAC;YAClB,CAAC;QACH,CAAC;IACH,CAAC;IAED,wCAAwC;IACxC,MAAM,QAAQ,GAAG,IAAI,GAAG,EAAkB,CAAC;IAC3C,IAAI,KAAK,GAAG,CAAC,CAAC;IACd,KAAK,MAAM,CAAC,IAAI,EAAE,CAAC,CAAC,IAAI,WAAW,EAAE,CAAC;QACpC,IAAI,CAAC,QAAQ,CAAC,GAAG,CAAC,CAAC,CAAC,EAAE,CAAC;YACrB,QAAQ,CAAC,GAAG,CAAC,CAAC,EAAE,KAAK,EAAE,CAAC,CAAC;QAC3B,CAAC;QACD,WAAW,CAAC,GAAG,CAAC,IAAI,EAAE,QAAQ,CAAC,GAAG,CAAC,CAAC,CAAE,CAAC,CAAC;IAC1C,CAAC;IAED,OAAO,WAAW,CAAC;AACrB,CAAC;AAED;;GAEG;AACH,SAAgB,mBAAmB,CAAC,KAAY,EAAE,SAAqB;IACrE,IAAI,CAAC,GAAG,CAAC,CAAC;IACV,KAAK,MAAM,EAAE,MAAM,GAAG,CAAC,EAAE,IAAI,KAAK,CAAC,KAAK,EAAE,CAAC;QACzC,CAAC,IAAI,MAAM,CAAC;IACd,CAAC;IACD,CAAC,IAAI,CAAC,CAAC;IAEP,IAAI,CAAC,KAAK,CAAC;QAAE,OAAO,CAAC,CAAC;IAEtB,IAAI,UAAU,GAAG,CAAC,CAAC;IAEnB,KAAK,MAAM,KAAK,IAAI,SAAS,EAAE,CAAC;QAC9B,MAAM,QAAQ,GAAG,IAAI,GAAG,CAAC,KAAK,CAAC,CAAC;QAEhC,qBAAqB;QACrB,IAAI,OAAO,GAAG,CAAC,CAAC;QAChB,IAAI,SAAS,GAAG,CAAC,CAAC;QAElB,KAAK,MAAM,IAAI,IAAI,KAAK,EAAE,CAAC;YACzB,KAAK,MAAM,CAAC,QAAQ,EAAE,MAAM,CAAC,IAAI,KAAK,CAAC,SAAS,CAAC,GAAG,CAAC,IAAI,CAAC,IAAI,EAAE,EAAE,CAAC;gBACjE,IAAI,QAAQ,CAAC,GAAG,CAAC,QAAQ,CAAC,EAAE,CAAC;oBAC3B,OAAO,IAAI,MAAM,CAAC;gBACpB,CAAC;gBACD,SAAS,IAAI,MAAM,CAAC;YACtB,CAAC;QACH,CAAC;QAED,OAAO,IAAI,CAAC,CAAC,CAAC,uBAAuB;QACrC,UAAU,IAAI,OAAO,GAAG,CAAC,GAAG,IAAI,CAAC,GAAG,CAAC,SAAS,GAAG,CAAC,CAAC,GAAG,CAAC,CAAC,EAAE,CAAC,CAAC,CAAC;IAC/D,CAAC;IAED,OAAO,UAAU,CAAC;AACpB,CAAC;AAED;;GAEG;AACH,SAAgB,WAAW,CAAC,KAAY;IACtC,MAAM,OAAO,GAAwC,EAAE,CAAC;IACxD,MAAM,OAAO,GAAG,IAAI,GAAG,EAAU,CAAC;IAClC,MAAM,SAAS,GAAG,IAAI,GAAG,EAAkB,CAAC;IAC5C,MAAM,GAAG,GAAG,IAAI,GAAG,EAAkB,CAAC;IACtC,MAAM,MAAM,GAAG,IAAI,GAAG,EAAyB,CAAC;IAChD,IAAI,IAAI,GAAG,CAAC,CAAC;IAEb,SAAS,GAAG,CAAC,IAAY;QACvB,OAAO,CAAC,GAAG,CAAC,IAAI,CAAC,CAAC;QAClB,SAAS,CAAC,GAAG,CAAC,IAAI,EAAE,IAAI,CAAC,CAAC;QAC1B,GAAG,CAAC,GAAG,CAAC,IAAI,EAAE,IAAI,CAAC,CAAC;QACpB,IAAI,EAAE,CAAC;QAEP,KAAK,MAAM,CAAC,QAAQ,CAAC,IAAI,KAAK,CAAC,SAAS,CAAC,GAAG,CAAC,IAAI,CAAC,IAAI,EAAE,EAAE,CAAC;YACzD,IAAI,CAAC,OAAO,CAAC,GAAG,CAAC,QAAQ,CAAC,EAAE,CAAC;gBAC3B,MAAM,CAAC,GAAG,CAAC,QAAQ,EAAE,IAAI,CAAC,CAAC;gBAC3B,GAAG,CAAC,QAAQ,CAAC,CAAC;gBAEd,GAAG,CAAC,GAAG,CAAC,IAAI,EAAE,IAAI,CAAC,GAAG,CAAC,GAAG,CAAC,GAAG,CAAC,IAAI,CAAE,EAAE,GAAG,CAAC,GAAG,CAAC,QAAQ,CAAE,CAAC,CAAC,CAAC;gBAE5D,IAAI,GAAG,CAAC,GAAG,CAAC,QAAQ,CAAE,GAAG,SAAS,CAAC,GAAG,CAAC,IAAI,CAAE,EAAE,CAAC;oBAC9C,OAAO,CAAC,IAAI,CAAC,EAAE,IAAI,EAAE,IAAI,EAAE,EAAE,EAAE,QAAQ,EAAE,CAAC,CAAC;gBAC7C,CAAC;YACH,CAAC;iBAAM,IAAI,QAAQ,KAAK,MAAM,CAAC,GAAG,CAAC,IAAI,CAAC,EAAE,CAAC;gBACzC,GAAG,CAAC,GAAG,CAAC,IAAI,EAAE,IAAI,CAAC,GAAG,CAAC,GAAG,CAAC,GAAG,CAAC,IAAI,CAAE,EAAE,SAAS,CAAC,GAAG,CAAC,QAAQ,CAAE,CAAC,CAAC,CAAC;YACpE,CAAC;QACH,CAAC;IACH,CAAC;IAED,KAAK,MAAM,IAAI,IAAI,KAAK,CAAC,KAAK,EAAE,CAAC;QAC/B,IAAI,CAAC,OAAO,CAAC,GAAG,CAAC,IAAI,CAAC,EAAE,CAAC;YACvB,MAAM,CAAC,GAAG,CAAC,IAAI,EAAE,IAAI,CAAC,CAAC;YACvB,GAAG,CAAC,IAAI,CAAC,CAAC;QACZ,CAAC;IACH,CAAC;IAED,OAAO,OAAO,CAAC;AACjB,CAAC;AAED;;GAEG;AACH,SAAgB,sBAAsB,CAAC,KAAY;IACjD,MAAM,MAAM,GAAa,EAAE,CAAC;IAC5B,MAAM,OAAO,GAAG,IAAI,GAAG,EAAU,CAAC;IAClC,MAAM,SAAS,GAAG,IAAI,GAAG,EAAkB,CAAC;IAC5C,MAAM,GAAG,GAAG,IAAI,GAAG,EAAkB,CAAC;IACtC,MAAM,MAAM,GAAG,IAAI,GAAG,EAAyB,CAAC;IAChD,IAAI,IAAI,GAAG,CAAC,CAAC;IAEb,SAAS,GAAG,CAAC,IAAY;QACvB,OAAO,CAAC,GAAG,CAAC,IAAI,CAAC,CAAC;QAClB,SAAS,CAAC,GAAG,CAAC,IAAI,EAAE,IAAI,CAAC,CAAC;QAC1B,GAAG,CAAC,GAAG,CAAC,IAAI,EAAE,IAAI,CAAC,CAAC;QACpB,IAAI,EAAE,CAAC;QAEP,IAAI,QAAQ,GAAG,CAAC,CAAC;QAEjB,KAAK,MAAM,CAAC,QAAQ,CAAC,IAAI,KAAK,CAAC,SAAS,CAAC,GAAG,CAAC,IAAI,CAAC,IAAI,EAAE,EAAE,CAAC;YACzD,IAAI,CAAC,OAAO,CAAC,GAAG,CAAC,QAAQ,CAAC,EAAE,CAAC;gBAC3B,QAAQ,EAAE,CAAC;gBACX,MAAM,CAAC,GAAG,CAAC,QAAQ,EAAE,IAAI,CAAC,CAAC;gBAC3B,GAAG,CAAC,QAAQ,CAAC,CAAC;gBAEd,GAAG,CAAC,GAAG,CAAC,IAAI,EAAE,IAAI,CAAC,GAAG,CAAC,GAAG,CAAC,GAAG,CAAC,IAAI,CAAE,EAAE,GAAG,CAAC,GAAG,CAAC,QAAQ,CAAE,CAAC,CAAC,CAAC;gBAE5D,2DAA2D;gBAC3D,IACE,CAAC,MAAM,CAAC,GAAG,CAAC,IAAI,CAAC,KAAK,IAAI,IAAI,QAAQ,GAAG,CAAC,CAAC;oBAC3C,CAAC,MAAM,CAAC,GAAG,CAAC,IAAI,CAAC,KAAK,IAAI,IAAI,GAAG,CAAC,GAAG,CAAC,QAAQ,CAAE,IAAI,SAAS,CAAC,GAAG,CAAC,IAAI,CAAE,CAAC,EACzE,CAAC;oBACD,IAAI,CAAC,MAAM,CAAC,QAAQ,CAAC,IAAI,CAAC,EAAE,CAAC;wBAC3B,MAAM,CAAC,IAAI,CAAC,IAAI,CAAC,CAAC;oBACpB,CAAC;gBACH,CAAC;YACH,CAAC;iBAAM,IAAI,QAAQ,KAAK,MAAM,CAAC,GAAG,CAAC,IAAI,CAAC,EAAE,CAAC;gBACzC,GAAG,CAAC,GAAG,CAAC,IAAI,EAAE,IAAI,CAAC,GAAG,CAAC,GAAG,CAAC,GAAG,CAAC,IAAI,CAAE,EAAE,SAAS,CAAC,GAAG,CAAC,QAAQ,CAAE,CAAC,CAAC,CAAC;YACpE,CAAC;QACH,CAAC;IACH,CAAC;IAED,KAAK,MAAM,IAAI,IAAI,KAAK,CAAC,KAAK,EAAE,CAAC;QAC/B,IAAI,CAAC,OAAO,CAAC,GAAG,CAAC,IAAI,CAAC,EAAE,CAAC;YACvB,MAAM,CAAC,GAAG,CAAC,IAAI,EAAE,IAAI,CAAC,CAAC;YACvB,GAAG,CAAC,IAAI,CAAC,CAAC;QACZ,CAAC;IACH,CAAC;IAED,OAAO,MAAM,CAAC;AAChB,CAAC;AAED,mBAAmB;AACnB,SAAS,SAAS,CAAC,CAAe;IAChC,IAAI,GAAG,GAAG,CAAC,CAAC;IACZ,KAAK,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,CAAC,CAAC,MAAM,EAAE,CAAC,EAAE,EAAE,CAAC;QAClC,GAAG,IAAI,CAAC,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,CAAC,CAAC;IACrB,CAAC;IACD,MAAM,IAAI,GAAG,IAAI,CAAC,IAAI,CAAC,GAAG,CAAC,CAAC;IAC5B,IAAI,IAAI,GAAG,CAAC,EAAE,CAAC;QACb,KAAK,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,CAAC,CAAC,MAAM,EAAE,CAAC,EAAE,EAAE,CAAC;YAClC,CAAC,CAAC,CAAC,CAAC,IAAI,IAAI,CAAC;QACf,CAAC;IACH,CAAC;AACH,CAAC;AAED,SAAS,UAAU,CAAC,CAAe,EAAE,CAAe;IAClD,IAAI,GAAG,GAAG,CAAC,CAAC;IACZ,KAAK,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,CAAC,CAAC,MAAM,EAAE,CAAC,EAAE,EAAE,CAAC;QAClC,GAAG,IAAI,CAAC,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,CAAC,CAAC;IACrB,CAAC;IACD,OAAO,GAAG,CAAC;AACb,CAAC;AAED,SAAS,MAAM,CAAC,MAAkB,EAAE,CAAS,EAAE,UAAkB,GAAG;IAClE,MAAM,CAAC,GAAG,MAAM,CAAC,MAAM,CAAC;IACxB,IAAI,CAAC,KAAK,CAAC,IAAI,CAAC,KAAK,CAAC;QAAE,OAAO,EAAE,CAAC;IAElC,MAAM,GAAG,GAAG,MAAM,CAAC,CAAC,CAAC,CAAC,MAAM,CAAC;IAE7B,wBAAwB;IACxB,MAAM,SAAS,GAAe,EAAE,CAAC;IACjC,MAAM,IAAI,GAAG,IAAI,GAAG,EAAU,CAAC;IAC/B,OAAO,SAAS,CAAC,MAAM,GAAG,IAAI,CAAC,GAAG,CAAC,CAAC,EAAE,CAAC,CAAC,EAAE,CAAC;QACzC,MAAM,GAAG,GAAG,IAAI,CAAC,KAAK,CAAC,IAAI,CAAC,MAAM,EAAE,GAAG,CAAC,CAAC,CAAC;QAC1C,IAAI,CAAC,IAAI,CAAC,GAAG,CAAC,GAAG,CAAC,EAAE,CAAC;YACnB,IAAI,CAAC,GAAG,CAAC,GAAG,CAAC,CAAC;YACd,SAAS,CAAC,IAAI,CAAC,CAAC,GAAG,MAAM,CAAC,GAAG,CAAC,CAAC,CAAC,CAAC;QACnC,CAAC;IACH,CAAC;IAED,MAAM,UAAU,GAAG,IAAI,KAAK,CAAC,CAAC,CAAC,CAAC,IAAI,CAAC,CAAC,CAAC,CAAC;IAExC,KAAK,IAAI,IAAI,GAAG,CAAC,EAAE,IAAI,GAAG,OAAO,EAAE,IAAI,EAAE,EAAE,CAAC;QAC1C,oCAAoC;QACpC,IAAI,OAAO,GAAG,KAAK,CAAC;QACpB,KAAK,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,CAAC,EAAE,CAAC,EAAE,EAAE,CAAC;YAC3B,IAAI,OAAO,GAAG,QAAQ,CAAC;YACvB,IAAI,IAAI,GAAG,CAAC,CAAC;YACb,KAAK,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,SAAS,CAAC,MAAM,EAAE,CAAC,EAAE,EAAE,CAAC;gBAC1C,IAAI,IAAI,GAAG,CAAC,CAAC;gBACb,KAAK,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,GAAG,EAAE,CAAC,EAAE,EAAE,CAAC;oBAC7B,IAAI,IAAI,IAAI,CAAC,GAAG,CAAC,MAAM,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,GAAG,SAAS,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,EAAE,CAAC,CAAC,CAAC;gBACtD,CAAC;gBACD,IAAI,IAAI,GAAG,OAAO,EAAE,CAAC;oBACnB,OAAO,GAAG,IAAI,CAAC;oBACf,IAAI,GAAG,CAAC,CAAC;gBACX,CAAC;YACH,CAAC;YACD,IAAI,UAAU,CAAC,CAAC,CAAC,KAAK,IAAI,EAAE,CAAC;gBAC3B,UAAU,CAAC,CAAC,CAAC,GAAG,IAAI,CAAC;gBACrB,OAAO,GAAG,IAAI,CAAC;YACjB,CAAC;QACH,CAAC;QAED,IAAI,CAAC,OAAO;YAAE,MAAM;QAEpB,mBAAmB;QACnB,MAAM,MAAM,GAAG,IAAI,KAAK,CAAC,CAAC,CAAC,CAAC,IAAI,CAAC,CAAC,CAAC,CAAC;QACpC,KAAK,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,SAAS,CAAC,MAAM,EAAE,CAAC,EAAE,EAAE,CAAC;YAC1C,KAAK,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,GAAG,EAAE,CAAC,EAAE,EAAE,CAAC;gBAC7B,SAAS,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC;YACtB,CAAC;QACH,CAAC;QAED,KAAK,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,CAAC,EAAE,CAAC,EAAE,EAAE,CAAC;YAC3B,MAAM,CAAC,GAAG,UAAU,CAAC,CAAC,CAAC,CAAC;YACxB,MAAM,CAAC,CAAC,CAAC,EAAE,CAAC;YACZ,KAAK,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,GAAG,EAAE,CAAC,EAAE,EAAE,CAAC;gBAC7B,SAAS,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,IAAI,MAAM,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC;YAClC,CAAC;QACH,CAAC;QAED,KAAK,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,SAAS,CAAC,MAAM,EAAE,CAAC,EAAE,EAAE,CAAC;YAC1C,IAAI,MAAM,CAAC,CAAC,CAAC,GAAG,CAAC,EAAE,CAAC;gBAClB,KAAK,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,GAAG,EAAE,CAAC,EAAE,EAAE,CAAC;oBAC7B,SAAS,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,IAAI,MAAM,CAAC,CAAC,CAAC,CAAC;gBAC/B,CAAC;YACH,CAAC;QACH,CAAC;IACH,CAAC;IAED,OAAO,UAAU,CAAC;AACpB,CAAC;AAED,kBAAe;IACb,UAAU;IACV,MAAM;IACN,kBAAkB;IAClB,kBAAkB;IAClB,mBAAmB;IACnB,WAAW;IACX,sBAAsB;CACvB,CAAC"} \ No newline at end of file diff --git a/npm/packages/ruvector/src/core/graph-wrapper.d.ts b/npm/packages/ruvector/src/core/graph-wrapper.d.ts deleted file mode 100644 index 96514c2429..0000000000 --- a/npm/packages/ruvector/src/core/graph-wrapper.d.ts +++ /dev/null @@ -1,147 +0,0 @@ -/** - * Graph Wrapper - Hypergraph database for code relationships - * - * Wraps @ruvector/graph-node for dependency analysis, co-edit patterns, - * and code structure understanding. - */ -export declare function isGraphAvailable(): boolean; -export interface Node { - id: string; - labels: string[]; - properties: Record; -} -export interface Edge { - id?: string; - from: string; - to: string; - type: string; - properties?: Record; -} -export interface Hyperedge { - id?: string; - nodes: string[]; - type: string; - properties?: Record; -} -export interface CypherResult { - columns: string[]; - rows: any[][]; -} -export interface PathResult { - nodes: Node[]; - edges: Edge[]; - length: number; -} -/** - * Graph Database for code relationships - */ -export declare class CodeGraph { - private inner; - private storagePath?; - constructor(options?: { - storagePath?: string; - inMemory?: boolean; - }); - /** - * Create a node (file, function, class, etc.) - */ - createNode(id: string, labels: string[], properties?: Record): Node; - /** - * Get a node by ID - */ - getNode(id: string): Node | null; - /** - * Update node properties - */ - updateNode(id: string, properties: Record): boolean; - /** - * Delete a node - */ - deleteNode(id: string): boolean; - /** - * Find nodes by label - */ - findNodesByLabel(label: string): Node[]; - /** - * Create an edge (import, call, reference, etc.) - */ - createEdge(from: string, to: string, type: string, properties?: Record): Edge; - /** - * Get edges from a node - */ - getOutgoingEdges(nodeId: string, type?: string): Edge[]; - /** - * Get edges to a node - */ - getIncomingEdges(nodeId: string, type?: string): Edge[]; - /** - * Delete an edge - */ - deleteEdge(edgeId: string): boolean; - /** - * Create a hyperedge connecting multiple nodes - */ - createHyperedge(nodes: string[], type: string, properties?: Record): Hyperedge; - /** - * Get hyperedges containing a node - */ - getHyperedges(nodeId: string, type?: string): Hyperedge[]; - /** - * Execute a Cypher query - */ - cypher(query: string, params?: Record): CypherResult; - /** - * Find shortest path between nodes - */ - shortestPath(from: string, to: string, maxDepth?: number): PathResult | null; - /** - * Get all paths between nodes (up to maxPaths) - */ - allPaths(from: string, to: string, maxDepth?: number, maxPaths?: number): PathResult[]; - /** - * Get neighbors of a node - */ - neighbors(nodeId: string, depth?: number): Node[]; - /** - * Calculate PageRank for nodes - */ - pageRank(iterations?: number, dampingFactor?: number): Map; - /** - * Find connected components - */ - connectedComponents(): string[][]; - /** - * Detect communities (Louvain algorithm) - */ - communities(): Map; - /** - * Calculate betweenness centrality - */ - betweennessCentrality(): Map; - /** - * Save graph to storage - */ - save(): void; - /** - * Load graph from storage - */ - load(): void; - /** - * Clear all data - */ - clear(): void; - /** - * Get graph statistics - */ - stats(): { - nodes: number; - edges: number; - hyperedges: number; - }; -} -/** - * Create a code dependency graph from file analysis - */ -export declare function createCodeDependencyGraph(storagePath?: string): CodeGraph; -export default CodeGraph; -//# sourceMappingURL=graph-wrapper.d.ts.map \ No newline at end of file diff --git a/npm/packages/ruvector/src/core/graph-wrapper.d.ts.map b/npm/packages/ruvector/src/core/graph-wrapper.d.ts.map deleted file mode 100644 index 45b6e3dcbc..0000000000 --- a/npm/packages/ruvector/src/core/graph-wrapper.d.ts.map +++ /dev/null @@ -1 +0,0 @@ -{"version":3,"file":"graph-wrapper.d.ts","sourceRoot":"","sources":["graph-wrapper.ts"],"names":[],"mappings":"AAAA;;;;;GAKG;AAqBH,wBAAgB,gBAAgB,IAAI,OAAO,CAO1C;AAED,MAAM,WAAW,IAAI;IACnB,EAAE,EAAE,MAAM,CAAC;IACX,MAAM,EAAE,MAAM,EAAE,CAAC;IACjB,UAAU,EAAE,MAAM,CAAC,MAAM,EAAE,GAAG,CAAC,CAAC;CACjC;AAED,MAAM,WAAW,IAAI;IACnB,EAAE,CAAC,EAAE,MAAM,CAAC;IACZ,IAAI,EAAE,MAAM,CAAC;IACb,EAAE,EAAE,MAAM,CAAC;IACX,IAAI,EAAE,MAAM,CAAC;IACb,UAAU,CAAC,EAAE,MAAM,CAAC,MAAM,EAAE,GAAG,CAAC,CAAC;CAClC;AAED,MAAM,WAAW,SAAS;IACxB,EAAE,CAAC,EAAE,MAAM,CAAC;IACZ,KAAK,EAAE,MAAM,EAAE,CAAC;IAChB,IAAI,EAAE,MAAM,CAAC;IACb,UAAU,CAAC,EAAE,MAAM,CAAC,MAAM,EAAE,GAAG,CAAC,CAAC;CAClC;AAED,MAAM,WAAW,YAAY;IAC3B,OAAO,EAAE,MAAM,EAAE,CAAC;IAClB,IAAI,EAAE,GAAG,EAAE,EAAE,CAAC;CACf;AAED,MAAM,WAAW,UAAU;IACzB,KAAK,EAAE,IAAI,EAAE,CAAC;IACd,KAAK,EAAE,IAAI,EAAE,CAAC;IACd,MAAM,EAAE,MAAM,CAAC;CAChB;AAED;;GAEG;AACH,qBAAa,SAAS;IACpB,OAAO,CAAC,KAAK,CAAM;IACnB,OAAO,CAAC,WAAW,CAAC,CAAS;gBAEjB,OAAO,GAAE;QAAE,WAAW,CAAC,EAAE,MAAM,CAAC;QAAC,QAAQ,CAAC,EAAE,OAAO,CAAA;KAAO;IAatE;;OAEG;IACH,UAAU,CAAC,EAAE,EAAE,MAAM,EAAE,MAAM,EAAE,MAAM,EAAE,EAAE,UAAU,GAAE,MAAM,CAAC,MAAM,EAAE,GAAG,CAAM,GAAG,IAAI;IAKpF;;OAEG;IACH,OAAO,CAAC,EAAE,EAAE,MAAM,GAAG,IAAI,GAAG,IAAI;IAUhC;;OAEG;IACH,UAAU,CAAC,EAAE,EAAE,MAAM,EAAE,UAAU,EAAE,MAAM,CAAC,MAAM,EAAE,GAAG,CAAC,GAAG,OAAO;IAIhE;;OAEG;IACH,UAAU,CAAC,EAAE,EAAE,MAAM,GAAG,OAAO;IAI/B;;OAEG;IACH,gBAAgB,CAAC,KAAK,EAAE,MAAM,GAAG,IAAI,EAAE;IAavC;;OAEG;IACH,UAAU,CAAC,IAAI,EAAE,MAAM,EAAE,EAAE,EAAE,MAAM,EAAE,IAAI,EAAE,MAAM,EAAE,UAAU,GAAE,MAAM,CAAC,MAAM,EAAE,GAAG,CAAM,GAAG,IAAI;IAK9F;;OAEG;IACH,gBAAgB,CAAC,MAAM,EAAE,MAAM,EAAE,IAAI,CAAC,EAAE,MAAM,GAAG,IAAI,EAAE;IAWvD;;OAEG;IACH,gBAAgB,CAAC,MAAM,EAAE,MAAM,EAAE,IAAI,CAAC,EAAE,MAAM,GAAG,IAAI,EAAE;IAWvD;;OAEG;IACH,UAAU,CAAC,MAAM,EAAE,MAAM,GAAG,OAAO;IAQnC;;OAEG;IACH,eAAe,CAAC,KAAK,EAAE,MAAM,EAAE,EAAE,IAAI,EAAE,MAAM,EAAE,UAAU,GAAE,MAAM,CAAC,MAAM,EAAE,GAAG,CAAM,GAAG,SAAS;IAK/F;;OAEG;IACH,aAAa,CAAC,MAAM,EAAE,MAAM,EAAE,IAAI,CAAC,EAAE,MAAM,GAAG,SAAS,EAAE;IAczD;;OAEG;IACH,MAAM,CAAC,KAAK,EAAE,MAAM,EAAE,MAAM,GAAE,MAAM,CAAC,MAAM,EAAE,GAAG,CAAM,GAAG,YAAY;IAQrE;;OAEG;IACH,YAAY,CAAC,IAAI,EAAE,MAAM,EAAE,EAAE,EAAE,MAAM,EAAE,QAAQ,GAAE,MAAW,GAAG,UAAU,GAAG,IAAI;IAoBhF;;OAEG;IACH,QAAQ,CAAC,IAAI,EAAE,MAAM,EAAE,EAAE,EAAE,MAAM,EAAE,QAAQ,GAAE,MAAU,EAAE,QAAQ,GAAE,MAAW,GAAG,UAAU,EAAE;IAmB7F;;OAEG;IACH,SAAS,CAAC,MAAM,EAAE,MAAM,EAAE,KAAK,GAAE,MAAU,GAAG,IAAI,EAAE;IAapD;;OAEG;IACH,QAAQ,CAAC,UAAU,GAAE,MAAW,EAAE,aAAa,GAAE,MAAa,GAAG,GAAG,CAAC,MAAM,EAAE,MAAM,CAAC;IAKpF;;OAEG;IACH,mBAAmB,IAAI,MAAM,EAAE,EAAE;IAIjC;;OAEG;IACH,WAAW,IAAI,GAAG,CAAC,MAAM,EAAE,MAAM,CAAC;IAKlC;;OAEG;IACH,qBAAqB,IAAI,GAAG,CAAC,MAAM,EAAE,MAAM,CAAC;IAS5C;;OAEG;IACH,IAAI,IAAI,IAAI;IAOZ;;OAEG;IACH,IAAI,IAAI,IAAI;IAOZ;;OAEG;IACH,KAAK,IAAI,IAAI;IAIb;;OAEG;IACH,KAAK,IAAI;QAAE,KAAK,EAAE,MAAM,CAAC;QAAC,KAAK,EAAE,MAAM,CAAC;QAAC,UAAU,EAAE,MAAM,CAAA;KAAE;CAG9D;AAED;;GAEG;AACH,wBAAgB,yBAAyB,CAAC,WAAW,CAAC,EAAE,MAAM,GAAG,SAAS,CAEzE;AAED,eAAe,SAAS,CAAC"} \ No newline at end of file diff --git a/npm/packages/ruvector/src/core/graph-wrapper.js b/npm/packages/ruvector/src/core/graph-wrapper.js deleted file mode 100644 index 77bafad25c..0000000000 --- a/npm/packages/ruvector/src/core/graph-wrapper.js +++ /dev/null @@ -1,300 +0,0 @@ -"use strict"; -/** - * Graph Wrapper - Hypergraph database for code relationships - * - * Wraps @ruvector/graph-node for dependency analysis, co-edit patterns, - * and code structure understanding. - */ -Object.defineProperty(exports, "__esModule", { value: true }); -exports.CodeGraph = void 0; -exports.isGraphAvailable = isGraphAvailable; -exports.createCodeDependencyGraph = createCodeDependencyGraph; -let graphModule = null; -let loadError = null; -function getGraphModule() { - if (graphModule) - return graphModule; - if (loadError) - throw loadError; - try { - graphModule = require('@ruvector/graph-node'); - return graphModule; - } - catch (e) { - loadError = new Error(`@ruvector/graph-node not installed: ${e.message}\n` + - `Install with: npm install @ruvector/graph-node`); - throw loadError; - } -} -function isGraphAvailable() { - try { - getGraphModule(); - return true; - } - catch { - return false; - } -} -/** - * Graph Database for code relationships - */ -class CodeGraph { - constructor(options = {}) { - const graph = getGraphModule(); - this.storagePath = options.storagePath; - this.inner = new graph.GraphDatabase({ - storagePath: options.storagePath, - inMemory: options.inMemory ?? true, - }); - } - // =========================================================================== - // Node Operations - // =========================================================================== - /** - * Create a node (file, function, class, etc.) - */ - createNode(id, labels, properties = {}) { - this.inner.createNode(id, labels, JSON.stringify(properties)); - return { id, labels, properties }; - } - /** - * Get a node by ID - */ - getNode(id) { - const result = this.inner.getNode(id); - if (!result) - return null; - return { - id: result.id, - labels: result.labels, - properties: result.properties ? JSON.parse(result.properties) : {}, - }; - } - /** - * Update node properties - */ - updateNode(id, properties) { - return this.inner.updateNode(id, JSON.stringify(properties)); - } - /** - * Delete a node - */ - deleteNode(id) { - return this.inner.deleteNode(id); - } - /** - * Find nodes by label - */ - findNodesByLabel(label) { - const results = this.inner.findNodesByLabel(label); - return results.map((r) => ({ - id: r.id, - labels: r.labels, - properties: r.properties ? JSON.parse(r.properties) : {}, - })); - } - // =========================================================================== - // Edge Operations - // =========================================================================== - /** - * Create an edge (import, call, reference, etc.) - */ - createEdge(from, to, type, properties = {}) { - const id = this.inner.createEdge(from, to, type, JSON.stringify(properties)); - return { id, from, to, type, properties }; - } - /** - * Get edges from a node - */ - getOutgoingEdges(nodeId, type) { - const results = this.inner.getOutgoingEdges(nodeId, type); - return results.map((r) => ({ - id: r.id, - from: r.from, - to: r.to, - type: r.type, - properties: r.properties ? JSON.parse(r.properties) : {}, - })); - } - /** - * Get edges to a node - */ - getIncomingEdges(nodeId, type) { - const results = this.inner.getIncomingEdges(nodeId, type); - return results.map((r) => ({ - id: r.id, - from: r.from, - to: r.to, - type: r.type, - properties: r.properties ? JSON.parse(r.properties) : {}, - })); - } - /** - * Delete an edge - */ - deleteEdge(edgeId) { - return this.inner.deleteEdge(edgeId); - } - // =========================================================================== - // Hyperedge Operations (for co-edit patterns) - // =========================================================================== - /** - * Create a hyperedge connecting multiple nodes - */ - createHyperedge(nodes, type, properties = {}) { - const id = this.inner.createHyperedge(nodes, type, JSON.stringify(properties)); - return { id, nodes, type, properties }; - } - /** - * Get hyperedges containing a node - */ - getHyperedges(nodeId, type) { - const results = this.inner.getHyperedges(nodeId, type); - return results.map((r) => ({ - id: r.id, - nodes: r.nodes, - type: r.type, - properties: r.properties ? JSON.parse(r.properties) : {}, - })); - } - // =========================================================================== - // Query Operations - // =========================================================================== - /** - * Execute a Cypher query - */ - cypher(query, params = {}) { - const result = this.inner.cypher(query, JSON.stringify(params)); - return { - columns: result.columns, - rows: result.rows, - }; - } - /** - * Find shortest path between nodes - */ - shortestPath(from, to, maxDepth = 10) { - const result = this.inner.shortestPath(from, to, maxDepth); - if (!result) - return null; - return { - nodes: result.nodes.map((n) => ({ - id: n.id, - labels: n.labels, - properties: n.properties ? JSON.parse(n.properties) : {}, - })), - edges: result.edges.map((e) => ({ - id: e.id, - from: e.from, - to: e.to, - type: e.type, - properties: e.properties ? JSON.parse(e.properties) : {}, - })), - length: result.length, - }; - } - /** - * Get all paths between nodes (up to maxPaths) - */ - allPaths(from, to, maxDepth = 5, maxPaths = 10) { - const results = this.inner.allPaths(from, to, maxDepth, maxPaths); - return results.map((r) => ({ - nodes: r.nodes.map((n) => ({ - id: n.id, - labels: n.labels, - properties: n.properties ? JSON.parse(n.properties) : {}, - })), - edges: r.edges.map((e) => ({ - id: e.id, - from: e.from, - to: e.to, - type: e.type, - properties: e.properties ? JSON.parse(e.properties) : {}, - })), - length: r.length, - })); - } - /** - * Get neighbors of a node - */ - neighbors(nodeId, depth = 1) { - const results = this.inner.neighbors(nodeId, depth); - return results.map((n) => ({ - id: n.id, - labels: n.labels, - properties: n.properties ? JSON.parse(n.properties) : {}, - })); - } - // =========================================================================== - // Graph Algorithms - // =========================================================================== - /** - * Calculate PageRank for nodes - */ - pageRank(iterations = 20, dampingFactor = 0.85) { - const result = this.inner.pageRank(iterations, dampingFactor); - return new Map(Object.entries(result)); - } - /** - * Find connected components - */ - connectedComponents() { - return this.inner.connectedComponents(); - } - /** - * Detect communities (Louvain algorithm) - */ - communities() { - const result = this.inner.communities(); - return new Map(Object.entries(result)); - } - /** - * Calculate betweenness centrality - */ - betweennessCentrality() { - const result = this.inner.betweennessCentrality(); - return new Map(Object.entries(result)); - } - // =========================================================================== - // Persistence - // =========================================================================== - /** - * Save graph to storage - */ - save() { - if (!this.storagePath) { - throw new Error('No storage path configured'); - } - this.inner.save(); - } - /** - * Load graph from storage - */ - load() { - if (!this.storagePath) { - throw new Error('No storage path configured'); - } - this.inner.load(); - } - /** - * Clear all data - */ - clear() { - this.inner.clear(); - } - /** - * Get graph statistics - */ - stats() { - return this.inner.stats(); - } -} -exports.CodeGraph = CodeGraph; -/** - * Create a code dependency graph from file analysis - */ -function createCodeDependencyGraph(storagePath) { - return new CodeGraph({ storagePath, inMemory: !storagePath }); -} -exports.default = CodeGraph; -//# sourceMappingURL=graph-wrapper.js.map \ No newline at end of file diff --git a/npm/packages/ruvector/src/core/graph-wrapper.js.map b/npm/packages/ruvector/src/core/graph-wrapper.js.map deleted file mode 100644 index f8b3c84856..0000000000 --- a/npm/packages/ruvector/src/core/graph-wrapper.js.map +++ /dev/null @@ -1 +0,0 @@ -{"version":3,"file":"graph-wrapper.js","sourceRoot":"","sources":["graph-wrapper.ts"],"names":[],"mappings":";AAAA;;;;;GAKG;;;AAqBH,4CAOC;AAkUD,8DAEC;AA9VD,IAAI,WAAW,GAAQ,IAAI,CAAC;AAC5B,IAAI,SAAS,GAAiB,IAAI,CAAC;AAEnC,SAAS,cAAc;IACrB,IAAI,WAAW;QAAE,OAAO,WAAW,CAAC;IACpC,IAAI,SAAS;QAAE,MAAM,SAAS,CAAC;IAE/B,IAAI,CAAC;QACH,WAAW,GAAG,OAAO,CAAC,sBAAsB,CAAC,CAAC;QAC9C,OAAO,WAAW,CAAC;IACrB,CAAC;IAAC,OAAO,CAAM,EAAE,CAAC;QAChB,SAAS,GAAG,IAAI,KAAK,CACnB,uCAAuC,CAAC,CAAC,OAAO,IAAI;YACpD,gDAAgD,CACjD,CAAC;QACF,MAAM,SAAS,CAAC;IAClB,CAAC;AACH,CAAC;AAED,SAAgB,gBAAgB;IAC9B,IAAI,CAAC;QACH,cAAc,EAAE,CAAC;QACjB,OAAO,IAAI,CAAC;IACd,CAAC;IAAC,MAAM,CAAC;QACP,OAAO,KAAK,CAAC;IACf,CAAC;AACH,CAAC;AAkCD;;GAEG;AACH,MAAa,SAAS;IAIpB,YAAY,UAAwD,EAAE;QACpE,MAAM,KAAK,GAAG,cAAc,EAAE,CAAC;QAC/B,IAAI,CAAC,WAAW,GAAG,OAAO,CAAC,WAAW,CAAC;QACvC,IAAI,CAAC,KAAK,GAAG,IAAI,KAAK,CAAC,aAAa,CAAC;YACnC,WAAW,EAAE,OAAO,CAAC,WAAW;YAChC,QAAQ,EAAE,OAAO,CAAC,QAAQ,IAAI,IAAI;SACnC,CAAC,CAAC;IACL,CAAC;IAED,8EAA8E;IAC9E,kBAAkB;IAClB,8EAA8E;IAE9E;;OAEG;IACH,UAAU,CAAC,EAAU,EAAE,MAAgB,EAAE,aAAkC,EAAE;QAC3E,IAAI,CAAC,KAAK,CAAC,UAAU,CAAC,EAAE,EAAE,MAAM,EAAE,IAAI,CAAC,SAAS,CAAC,UAAU,CAAC,CAAC,CAAC;QAC9D,OAAO,EAAE,EAAE,EAAE,MAAM,EAAE,UAAU,EAAE,CAAC;IACpC,CAAC;IAED;;OAEG;IACH,OAAO,CAAC,EAAU;QAChB,MAAM,MAAM,GAAG,IAAI,CAAC,KAAK,CAAC,OAAO,CAAC,EAAE,CAAC,CAAC;QACtC,IAAI,CAAC,MAAM;YAAE,OAAO,IAAI,CAAC;QACzB,OAAO;YACL,EAAE,EAAE,MAAM,CAAC,EAAE;YACb,MAAM,EAAE,MAAM,CAAC,MAAM;YACrB,UAAU,EAAE,MAAM,CAAC,UAAU,CAAC,CAAC,CAAC,IAAI,CAAC,KAAK,CAAC,MAAM,CAAC,UAAU,CAAC,CAAC,CAAC,CAAC,EAAE;SACnE,CAAC;IACJ,CAAC;IAED;;OAEG;IACH,UAAU,CAAC,EAAU,EAAE,UAA+B;QACpD,OAAO,IAAI,CAAC,KAAK,CAAC,UAAU,CAAC,EAAE,EAAE,IAAI,CAAC,SAAS,CAAC,UAAU,CAAC,CAAC,CAAC;IAC/D,CAAC;IAED;;OAEG;IACH,UAAU,CAAC,EAAU;QACnB,OAAO,IAAI,CAAC,KAAK,CAAC,UAAU,CAAC,EAAE,CAAC,CAAC;IACnC,CAAC;IAED;;OAEG;IACH,gBAAgB,CAAC,KAAa;QAC5B,MAAM,OAAO,GAAG,IAAI,CAAC,KAAK,CAAC,gBAAgB,CAAC,KAAK,CAAC,CAAC;QACnD,OAAO,OAAO,CAAC,GAAG,CAAC,CAAC,CAAM,EAAE,EAAE,CAAC,CAAC;YAC9B,EAAE,EAAE,CAAC,CAAC,EAAE;YACR,MAAM,EAAE,CAAC,CAAC,MAAM;YAChB,UAAU,EAAE,CAAC,CAAC,UAAU,CAAC,CAAC,CAAC,IAAI,CAAC,KAAK,CAAC,CAAC,CAAC,UAAU,CAAC,CAAC,CAAC,CAAC,EAAE;SACzD,CAAC,CAAC,CAAC;IACN,CAAC;IAED,8EAA8E;IAC9E,kBAAkB;IAClB,8EAA8E;IAE9E;;OAEG;IACH,UAAU,CAAC,IAAY,EAAE,EAAU,EAAE,IAAY,EAAE,aAAkC,EAAE;QACrF,MAAM,EAAE,GAAG,IAAI,CAAC,KAAK,CAAC,UAAU,CAAC,IAAI,EAAE,EAAE,EAAE,IAAI,EAAE,IAAI,CAAC,SAAS,CAAC,UAAU,CAAC,CAAC,CAAC;QAC7E,OAAO,EAAE,EAAE,EAAE,IAAI,EAAE,EAAE,EAAE,IAAI,EAAE,UAAU,EAAE,CAAC;IAC5C,CAAC;IAED;;OAEG;IACH,gBAAgB,CAAC,MAAc,EAAE,IAAa;QAC5C,MAAM,OAAO,GAAG,IAAI,CAAC,KAAK,CAAC,gBAAgB,CAAC,MAAM,EAAE,IAAI,CAAC,CAAC;QAC1D,OAAO,OAAO,CAAC,GAAG,CAAC,CAAC,CAAM,EAAE,EAAE,CAAC,CAAC;YAC9B,EAAE,EAAE,CAAC,CAAC,EAAE;YACR,IAAI,EAAE,CAAC,CAAC,IAAI;YACZ,EAAE,EAAE,CAAC,CAAC,EAAE;YACR,IAAI,EAAE,CAAC,CAAC,IAAI;YACZ,UAAU,EAAE,CAAC,CAAC,UAAU,CAAC,CAAC,CAAC,IAAI,CAAC,KAAK,CAAC,CAAC,CAAC,UAAU,CAAC,CAAC,CAAC,CAAC,EAAE;SACzD,CAAC,CAAC,CAAC;IACN,CAAC;IAED;;OAEG;IACH,gBAAgB,CAAC,MAAc,EAAE,IAAa;QAC5C,MAAM,OAAO,GAAG,IAAI,CAAC,KAAK,CAAC,gBAAgB,CAAC,MAAM,EAAE,IAAI,CAAC,CAAC;QAC1D,OAAO,OAAO,CAAC,GAAG,CAAC,CAAC,CAAM,EAAE,EAAE,CAAC,CAAC;YAC9B,EAAE,EAAE,CAAC,CAAC,EAAE;YACR,IAAI,EAAE,CAAC,CAAC,IAAI;YACZ,EAAE,EAAE,CAAC,CAAC,EAAE;YACR,IAAI,EAAE,CAAC,CAAC,IAAI;YACZ,UAAU,EAAE,CAAC,CAAC,UAAU,CAAC,CAAC,CAAC,IAAI,CAAC,KAAK,CAAC,CAAC,CAAC,UAAU,CAAC,CAAC,CAAC,CAAC,EAAE;SACzD,CAAC,CAAC,CAAC;IACN,CAAC;IAED;;OAEG;IACH,UAAU,CAAC,MAAc;QACvB,OAAO,IAAI,CAAC,KAAK,CAAC,UAAU,CAAC,MAAM,CAAC,CAAC;IACvC,CAAC;IAED,8EAA8E;IAC9E,8CAA8C;IAC9C,8EAA8E;IAE9E;;OAEG;IACH,eAAe,CAAC,KAAe,EAAE,IAAY,EAAE,aAAkC,EAAE;QACjF,MAAM,EAAE,GAAG,IAAI,CAAC,KAAK,CAAC,eAAe,CAAC,KAAK,EAAE,IAAI,EAAE,IAAI,CAAC,SAAS,CAAC,UAAU,CAAC,CAAC,CAAC;QAC/E,OAAO,EAAE,EAAE,EAAE,KAAK,EAAE,IAAI,EAAE,UAAU,EAAE,CAAC;IACzC,CAAC;IAED;;OAEG;IACH,aAAa,CAAC,MAAc,EAAE,IAAa;QACzC,MAAM,OAAO,GAAG,IAAI,CAAC,KAAK,CAAC,aAAa,CAAC,MAAM,EAAE,IAAI,CAAC,CAAC;QACvD,OAAO,OAAO,CAAC,GAAG,CAAC,CAAC,CAAM,EAAE,EAAE,CAAC,CAAC;YAC9B,EAAE,EAAE,CAAC,CAAC,EAAE;YACR,KAAK,EAAE,CAAC,CAAC,KAAK;YACd,IAAI,EAAE,CAAC,CAAC,IAAI;YACZ,UAAU,EAAE,CAAC,CAAC,UAAU,CAAC,CAAC,CAAC,IAAI,CAAC,KAAK,CAAC,CAAC,CAAC,UAAU,CAAC,CAAC,CAAC,CAAC,EAAE;SACzD,CAAC,CAAC,CAAC;IACN,CAAC;IAED,8EAA8E;IAC9E,mBAAmB;IACnB,8EAA8E;IAE9E;;OAEG;IACH,MAAM,CAAC,KAAa,EAAE,SAA8B,EAAE;QACpD,MAAM,MAAM,GAAG,IAAI,CAAC,KAAK,CAAC,MAAM,CAAC,KAAK,EAAE,IAAI,CAAC,SAAS,CAAC,MAAM,CAAC,CAAC,CAAC;QAChE,OAAO;YACL,OAAO,EAAE,MAAM,CAAC,OAAO;YACvB,IAAI,EAAE,MAAM,CAAC,IAAI;SAClB,CAAC;IACJ,CAAC;IAED;;OAEG;IACH,YAAY,CAAC,IAAY,EAAE,EAAU,EAAE,WAAmB,EAAE;QAC1D,MAAM,MAAM,GAAG,IAAI,CAAC,KAAK,CAAC,YAAY,CAAC,IAAI,EAAE,EAAE,EAAE,QAAQ,CAAC,CAAC;QAC3D,IAAI,CAAC,MAAM;YAAE,OAAO,IAAI,CAAC;QACzB,OAAO;YACL,KAAK,EAAE,MAAM,CAAC,KAAK,CAAC,GAAG,CAAC,CAAC,CAAM,EAAE,EAAE,CAAC,CAAC;gBACnC,EAAE,EAAE,CAAC,CAAC,EAAE;gBACR,MAAM,EAAE,CAAC,CAAC,MAAM;gBAChB,UAAU,EAAE,CAAC,CAAC,UAAU,CAAC,CAAC,CAAC,IAAI,CAAC,KAAK,CAAC,CAAC,CAAC,UAAU,CAAC,CAAC,CAAC,CAAC,EAAE;aACzD,CAAC,CAAC;YACH,KAAK,EAAE,MAAM,CAAC,KAAK,CAAC,GAAG,CAAC,CAAC,CAAM,EAAE,EAAE,CAAC,CAAC;gBACnC,EAAE,EAAE,CAAC,CAAC,EAAE;gBACR,IAAI,EAAE,CAAC,CAAC,IAAI;gBACZ,EAAE,EAAE,CAAC,CAAC,EAAE;gBACR,IAAI,EAAE,CAAC,CAAC,IAAI;gBACZ,UAAU,EAAE,CAAC,CAAC,UAAU,CAAC,CAAC,CAAC,IAAI,CAAC,KAAK,CAAC,CAAC,CAAC,UAAU,CAAC,CAAC,CAAC,CAAC,EAAE;aACzD,CAAC,CAAC;YACH,MAAM,EAAE,MAAM,CAAC,MAAM;SACtB,CAAC;IACJ,CAAC;IAED;;OAEG;IACH,QAAQ,CAAC,IAAY,EAAE,EAAU,EAAE,WAAmB,CAAC,EAAE,WAAmB,EAAE;QAC5E,MAAM,OAAO,GAAG,IAAI,CAAC,KAAK,CAAC,QAAQ,CAAC,IAAI,EAAE,EAAE,EAAE,QAAQ,EAAE,QAAQ,CAAC,CAAC;QAClE,OAAO,OAAO,CAAC,GAAG,CAAC,CAAC,CAAM,EAAE,EAAE,CAAC,CAAC;YAC9B,KAAK,EAAE,CAAC,CAAC,KAAK,CAAC,GAAG,CAAC,CAAC,CAAM,EAAE,EAAE,CAAC,CAAC;gBAC9B,EAAE,EAAE,CAAC,CAAC,EAAE;gBACR,MAAM,EAAE,CAAC,CAAC,MAAM;gBAChB,UAAU,EAAE,CAAC,CAAC,UAAU,CAAC,CAAC,CAAC,IAAI,CAAC,KAAK,CAAC,CAAC,CAAC,UAAU,CAAC,CAAC,CAAC,CAAC,EAAE;aACzD,CAAC,CAAC;YACH,KAAK,EAAE,CAAC,CAAC,KAAK,CAAC,GAAG,CAAC,CAAC,CAAM,EAAE,EAAE,CAAC,CAAC;gBAC9B,EAAE,EAAE,CAAC,CAAC,EAAE;gBACR,IAAI,EAAE,CAAC,CAAC,IAAI;gBACZ,EAAE,EAAE,CAAC,CAAC,EAAE;gBACR,IAAI,EAAE,CAAC,CAAC,IAAI;gBACZ,UAAU,EAAE,CAAC,CAAC,UAAU,CAAC,CAAC,CAAC,IAAI,CAAC,KAAK,CAAC,CAAC,CAAC,UAAU,CAAC,CAAC,CAAC,CAAC,EAAE;aACzD,CAAC,CAAC;YACH,MAAM,EAAE,CAAC,CAAC,MAAM;SACjB,CAAC,CAAC,CAAC;IACN,CAAC;IAED;;OAEG;IACH,SAAS,CAAC,MAAc,EAAE,QAAgB,CAAC;QACzC,MAAM,OAAO,GAAG,IAAI,CAAC,KAAK,CAAC,SAAS,CAAC,MAAM,EAAE,KAAK,CAAC,CAAC;QACpD,OAAO,OAAO,CAAC,GAAG,CAAC,CAAC,CAAM,EAAE,EAAE,CAAC,CAAC;YAC9B,EAAE,EAAE,CAAC,CAAC,EAAE;YACR,MAAM,EAAE,CAAC,CAAC,MAAM;YAChB,UAAU,EAAE,CAAC,CAAC,UAAU,CAAC,CAAC,CAAC,IAAI,CAAC,KAAK,CAAC,CAAC,CAAC,UAAU,CAAC,CAAC,CAAC,CAAC,EAAE;SACzD,CAAC,CAAC,CAAC;IACN,CAAC;IAED,8EAA8E;IAC9E,mBAAmB;IACnB,8EAA8E;IAE9E;;OAEG;IACH,QAAQ,CAAC,aAAqB,EAAE,EAAE,gBAAwB,IAAI;QAC5D,MAAM,MAAM,GAAG,IAAI,CAAC,KAAK,CAAC,QAAQ,CAAC,UAAU,EAAE,aAAa,CAAC,CAAC;QAC9D,OAAO,IAAI,GAAG,CAAC,MAAM,CAAC,OAAO,CAAC,MAAM,CAAC,CAAC,CAAC;IACzC,CAAC;IAED;;OAEG;IACH,mBAAmB;QACjB,OAAO,IAAI,CAAC,KAAK,CAAC,mBAAmB,EAAE,CAAC;IAC1C,CAAC;IAED;;OAEG;IACH,WAAW;QACT,MAAM,MAAM,GAAG,IAAI,CAAC,KAAK,CAAC,WAAW,EAAE,CAAC;QACxC,OAAO,IAAI,GAAG,CAAC,MAAM,CAAC,OAAO,CAAC,MAAM,CAAC,CAAC,CAAC;IACzC,CAAC;IAED;;OAEG;IACH,qBAAqB;QACnB,MAAM,MAAM,GAAG,IAAI,CAAC,KAAK,CAAC,qBAAqB,EAAE,CAAC;QAClD,OAAO,IAAI,GAAG,CAAC,MAAM,CAAC,OAAO,CAAC,MAAM,CAAC,CAAC,CAAC;IACzC,CAAC;IAED,8EAA8E;IAC9E,cAAc;IACd,8EAA8E;IAE9E;;OAEG;IACH,IAAI;QACF,IAAI,CAAC,IAAI,CAAC,WAAW,EAAE,CAAC;YACtB,MAAM,IAAI,KAAK,CAAC,4BAA4B,CAAC,CAAC;QAChD,CAAC;QACD,IAAI,CAAC,KAAK,CAAC,IAAI,EAAE,CAAC;IACpB,CAAC;IAED;;OAEG;IACH,IAAI;QACF,IAAI,CAAC,IAAI,CAAC,WAAW,EAAE,CAAC;YACtB,MAAM,IAAI,KAAK,CAAC,4BAA4B,CAAC,CAAC;QAChD,CAAC;QACD,IAAI,CAAC,KAAK,CAAC,IAAI,EAAE,CAAC;IACpB,CAAC;IAED;;OAEG;IACH,KAAK;QACH,IAAI,CAAC,KAAK,CAAC,KAAK,EAAE,CAAC;IACrB,CAAC;IAED;;OAEG;IACH,KAAK;QACH,OAAO,IAAI,CAAC,KAAK,CAAC,KAAK,EAAE,CAAC;IAC5B,CAAC;CACF;AAxRD,8BAwRC;AAED;;GAEG;AACH,SAAgB,yBAAyB,CAAC,WAAoB;IAC5D,OAAO,IAAI,SAAS,CAAC,EAAE,WAAW,EAAE,QAAQ,EAAE,CAAC,WAAW,EAAE,CAAC,CAAC;AAChE,CAAC;AAED,kBAAe,SAAS,CAAC"} \ No newline at end of file diff --git a/npm/packages/ruvector/src/core/index.d.ts.map b/npm/packages/ruvector/src/core/index.d.ts.map deleted file mode 100644 index 918c5e65c2..0000000000 --- a/npm/packages/ruvector/src/core/index.d.ts.map +++ /dev/null @@ -1 +0,0 @@ -{"version":3,"file":"index.d.ts","sourceRoot":"","sources":["index.ts"],"names":[],"mappings":"AAAA;;;;;GAKG;AAEH,cAAc,eAAe,CAAC;AAC9B,cAAc,uBAAuB,CAAC;AACtC,cAAc,gBAAgB,CAAC;AAC/B,cAAc,gBAAgB,CAAC;AAC/B,cAAc,uBAAuB,CAAC;AACtC,cAAc,iBAAiB,CAAC;AAChC,cAAc,kBAAkB,CAAC;AACjC,cAAc,yBAAyB,CAAC;AACxC,cAAc,oBAAoB,CAAC;AACnC,cAAc,kBAAkB,CAAC;AACjC,cAAc,iBAAiB,CAAC;AAChC,cAAc,mBAAmB,CAAC;AAClC,cAAc,cAAc,CAAC;AAC7B,cAAc,mBAAmB,CAAC;AAClC,cAAc,mBAAmB,CAAC;AAClC,cAAc,oBAAoB,CAAC;AACnC,cAAc,mBAAmB,CAAC;AAClC,cAAc,mBAAmB,CAAC;AAClC,cAAc,qBAAqB,CAAC;AACpC,cAAc,qBAAqB,CAAC;AACpC,cAAc,eAAe,CAAC;AAC9B,cAAc,eAAe,CAAC;AAG9B,cAAc,aAAa,CAAC;AAG5B,OAAO,EAAE,OAAO,IAAI,UAAU,EAAE,MAAM,eAAe,CAAC;AACtD,OAAO,EAAE,OAAO,IAAI,kBAAkB,EAAE,MAAM,uBAAuB,CAAC;AACtE,OAAO,EAAE,OAAO,IAAI,WAAW,EAAE,MAAM,gBAAgB,CAAC;AACxD,OAAO,EAAE,OAAO,IAAI,IAAI,EAAE,MAAM,gBAAgB,CAAC;AACjD,OAAO,EAAE,OAAO,IAAI,kBAAkB,EAAE,MAAM,uBAAuB,CAAC;AACtE,OAAO,EAAE,OAAO,IAAI,YAAY,EAAE,MAAM,iBAAiB,CAAC;AAC1D,OAAO,EAAE,OAAO,IAAI,qBAAqB,EAAE,MAAM,kBAAkB,CAAC;AACpE,OAAO,EAAE,OAAO,IAAI,oBAAoB,EAAE,MAAM,yBAAyB,CAAC;AAC1E,OAAO,EAAE,OAAO,IAAI,kBAAkB,EAAE,MAAM,oBAAoB,CAAC;AACnE,OAAO,EAAE,OAAO,IAAI,cAAc,EAAE,MAAM,kBAAkB,CAAC;AAC7D,OAAO,EAAE,OAAO,IAAI,SAAS,EAAE,MAAM,iBAAiB,CAAC;AACvD,OAAO,EAAE,OAAO,IAAI,eAAe,EAAE,MAAM,mBAAmB,CAAC;AAC/D,OAAO,EAAE,OAAO,IAAI,UAAU,EAAE,MAAM,cAAc,CAAC;AAGrD,OAAO,EAAE,UAAU,IAAI,SAAS,EAAE,MAAM,cAAc,CAAC;AAGvD,OAAO,EAAE,OAAO,IAAI,cAAc,EAAE,MAAM,mBAAmB,CAAC;AAC9D,OAAO,EAAE,OAAO,IAAI,cAAc,EAAE,MAAM,mBAAmB,CAAC;AAC9D,OAAO,EAAE,OAAO,IAAI,gBAAgB,EAAE,MAAM,qBAAqB,CAAC;AAClE,OAAO,EAAE,OAAO,IAAI,eAAe,EAAE,MAAM,qBAAqB,CAAC"} \ No newline at end of file diff --git a/npm/packages/ruvector/src/core/index.js.map b/npm/packages/ruvector/src/core/index.js.map deleted file mode 100644 index 94be1e6603..0000000000 --- a/npm/packages/ruvector/src/core/index.js.map +++ /dev/null @@ -1 +0,0 @@ -{"version":3,"file":"index.js","sourceRoot":"","sources":["index.ts"],"names":[],"mappings":";AAAA;;;;;GAKG;;;;;;;;;;;;;;;;;;;;AAEH,gDAA8B;AAC9B,wDAAsC;AACtC,iDAA+B;AAC/B,iDAA+B;AAC/B,wDAAsC;AACtC,kDAAgC;AAChC,mDAAiC;AACjC,0DAAwC;AACxC,qDAAmC;AACnC,mDAAiC;AACjC,kDAAgC;AAChC,oDAAkC;AAClC,+CAA6B;AAC7B,oDAAkC;AAClC,oDAAkC;AAClC,qDAAmC;AACnC,oDAAkC;AAClC,oDAAkC;AAClC,sDAAoC;AACpC,sDAAoC;AACpC,gDAA8B;AAC9B,gDAA8B;AAE9B,gEAAgE;AAChE,8CAA4B;AAE5B,4CAA4C;AAC5C,6CAAsD;AAA7C,0HAAA,OAAO,OAAc;AAC9B,6DAAsE;AAA7D,0IAAA,OAAO,OAAsB;AACtC,+CAAwD;AAA/C,4HAAA,OAAO,OAAe;AAC/B,+CAAiD;AAAxC,qHAAA,OAAO,OAAQ;AACxB,6DAAsE;AAA7D,0IAAA,OAAO,OAAsB;AACtC,iDAA0D;AAAjD,8HAAA,OAAO,OAAgB;AAChC,mDAAoE;AAA3D,wIAAA,OAAO,OAAyB;AACzC,iEAA0E;AAAjE,8IAAA,OAAO,OAAwB;AACxC,uDAAmE;AAA1D,uIAAA,OAAO,OAAsB;AACtC,mDAA6D;AAApD,iIAAA,OAAO,OAAkB;AAClC,iDAAuD;AAA9C,2HAAA,OAAO,OAAa;AAC7B,qDAA+D;AAAtD,mIAAA,OAAO,OAAmB;AACnC,2CAAqD;AAA5C,yHAAA,OAAO,OAAc;AAE9B,mCAAmC;AACnC,2CAAuD;AAA9C,uGAAA,UAAU,OAAa;AAEhC,mBAAmB;AACnB,qDAA8D;AAArD,kIAAA,OAAO,OAAkB;AAClC,qDAA8D;AAArD,kIAAA,OAAO,OAAkB;AAClC,yDAAkE;AAAzD,sIAAA,OAAO,OAAoB;AACpC,yDAAiE;AAAxD,qIAAA,OAAO,OAAmB"} \ No newline at end of file diff --git a/npm/packages/ruvector/src/core/intelligence-engine.d.ts b/npm/packages/ruvector/src/core/intelligence-engine.d.ts deleted file mode 100644 index bdd05a406f..0000000000 --- a/npm/packages/ruvector/src/core/intelligence-engine.d.ts +++ /dev/null @@ -1,258 +0,0 @@ -/** - * IntelligenceEngine - Full RuVector Intelligence Stack - * - * Integrates all RuVector capabilities for self-learning hooks: - * - VectorDB with HNSW for semantic memory (150x faster) - * - SONA for continual learning (Micro-LoRA, EWC++) - * - FastAgentDB for episode/trajectory storage - * - Attention mechanisms for pattern recognition - * - ReasoningBank for pattern clustering - * - * Replaces the simple Q-learning approach with real ML-powered intelligence. - */ -import { EpisodeSearchResult } from './agentdb-fast'; -import { SonaConfig, LearnedPattern } from './sona-wrapper'; -import { ParallelConfig, BatchEpisode } from './parallel-intelligence'; -export interface MemoryEntry { - id: string; - content: string; - type: string; - embedding: number[]; - created: string; - accessed: number; - score?: number; -} -export interface AgentRoute { - agent: string; - confidence: number; - reason: string; - patterns?: LearnedPattern[]; - alternates?: Array<{ - agent: string; - confidence: number; - }>; -} -export interface LearningStats { - totalMemories: number; - memoryDimensions: number; - totalEpisodes: number; - totalTrajectories: number; - avgReward: number; - sonaEnabled: boolean; - trajectoriesRecorded: number; - patternsLearned: number; - microLoraUpdates: number; - baseLoraUpdates: number; - ewcConsolidations: number; - routingPatterns: number; - errorPatterns: number; - coEditPatterns: number; - workerTriggers: number; - attentionEnabled: boolean; - onnxEnabled: boolean; - parallelEnabled: boolean; - parallelWorkers: number; - parallelBusy: number; - parallelQueued: number; -} -export interface IntelligenceConfig { - /** Embedding dimension for vectors (default: 256, 384 for ONNX) */ - embeddingDim?: number; - /** Maximum memories to store (default: 100000) */ - maxMemories?: number; - /** Maximum episodes for trajectory storage (default: 50000) */ - maxEpisodes?: number; - /** Enable SONA continual learning (default: true if available) */ - enableSona?: boolean; - /** Enable attention mechanisms (default: true if available) */ - enableAttention?: boolean; - /** Enable ONNX semantic embeddings (default: false, opt-in for quality) */ - enableOnnx?: boolean; - /** SONA configuration */ - sonaConfig?: Partial; - /** Storage path for persistence */ - storagePath?: string; - /** Learning rate for pattern updates (default: 0.1) */ - learningRate?: number; - /** - * Enable parallel workers for batch operations - * Auto-enabled for MCP servers, disabled for CLI hooks - */ - parallelConfig?: Partial; -} -/** - * Full-stack intelligence engine using all RuVector capabilities - */ -export declare class IntelligenceEngine { - private config; - private vectorDb; - private agentDb; - private sona; - private attention; - private onnxEmbedder; - private onnxReady; - private parallel; - private memories; - private routingPatterns; - private errorPatterns; - private coEditPatterns; - private agentMappings; - private workerTriggerMappings; - private currentTrajectoryId; - private sessionStart; - private learningEnabled; - private episodeBatchQueue; - constructor(config?: IntelligenceConfig); - private initOnnx; - private initVectorDb; - private initParallel; - /** - * Generate embedding using ONNX, attention, or hash (in order of preference) - */ - embed(text: string): number[]; - /** - * Async embedding with ONNX support (recommended for semantic quality) - */ - embedAsync(text: string): Promise; - /** - * Attention-based embedding using Flash or Multi-head attention - */ - private attentionEmbed; - /** - * Improved hash-based embedding with positional encoding - */ - private hashEmbed; - private tokenize; - private tokenEmbed; - private meanPool; - /** - * Store content in vector memory (uses ONNX if available) - */ - remember(content: string, type?: string): Promise; - /** - * Semantic search of memories (uses ONNX if available) - */ - recall(query: string, topK?: number): Promise; - private cosineSimilarity; - /** - * Route a task to the best agent using learned patterns - */ - route(task: string, file?: string): Promise; - private getExtension; - private getState; - private getAlternates; - /** - * Begin recording a trajectory (before edit/command) - */ - beginTrajectory(context: string, file?: string): void; - /** - * Add a step to the current trajectory - */ - addTrajectoryStep(activations: number[], reward: number): void; - /** - * End the current trajectory with a quality score - */ - endTrajectory(success: boolean, quality?: number): void; - /** - * Set the agent route for current trajectory - */ - setTrajectoryRoute(agent: string): void; - /** - * Record an episode for learning - */ - recordEpisode(state: string, action: string, reward: number, nextState: string, done: boolean, metadata?: Record): Promise; - /** - * Queue episode for batch processing (3-4x faster with workers) - */ - queueEpisode(episode: BatchEpisode): void; - /** - * Process queued episodes in parallel batch - */ - flushEpisodeBatch(): Promise; - /** - * Learn from similar past episodes - */ - learnFromSimilar(state: string, k?: number): Promise; - /** - * Register worker trigger to agent mappings - */ - registerWorkerTrigger(trigger: string, priority: string, agents: string[]): void; - /** - * Get agents for a worker trigger - */ - getAgentsForTrigger(trigger: string): { - priority: string; - agents: string[]; - } | undefined; - /** - * Route a task using worker trigger patterns first, then fall back to regular routing - */ - routeWithWorkers(task: string, file?: string): Promise; - /** - * Initialize default worker trigger mappings - */ - initDefaultWorkerMappings(): void; - /** - * Record a co-edit pattern - */ - recordCoEdit(file1: string, file2: string): void; - /** - * Get likely next files to edit - */ - getLikelyNextFiles(file: string, topK?: number): Array<{ - file: string; - count: number; - }>; - /** - * Record an error pattern with fixes - */ - recordErrorFix(errorPattern: string, fix: string): void; - /** - * Get suggested fixes for an error - */ - getSuggestedFixes(error: string): string[]; - /** - * Run background learning cycle - */ - tick(): string | null; - /** - * Force immediate learning - */ - forceLearn(): string | null; - /** - * Get comprehensive learning statistics - */ - getStats(): LearningStats; - /** - * Export all data for persistence - */ - export(): Record; - /** - * Import data from persistence - */ - import(data: Record, merge?: boolean): void; - /** - * Clear all data - */ - clear(): void; - /** Legacy: patterns object */ - get patterns(): Record>; - /** Legacy: file_sequences array */ - get file_sequences(): string[][]; - /** Legacy: errors object */ - get errors(): Record; -} -/** - * Create a new IntelligenceEngine with default settings - */ -export declare function createIntelligenceEngine(config?: IntelligenceConfig): IntelligenceEngine; -/** - * Create a high-performance engine with all features enabled - */ -export declare function createHighPerformanceEngine(): IntelligenceEngine; -/** - * Create a lightweight engine for fast startup - */ -export declare function createLightweightEngine(): IntelligenceEngine; -export default IntelligenceEngine; -//# sourceMappingURL=intelligence-engine.d.ts.map \ No newline at end of file diff --git a/npm/packages/ruvector/src/core/intelligence-engine.d.ts.map b/npm/packages/ruvector/src/core/intelligence-engine.d.ts.map deleted file mode 100644 index 4d205d1c19..0000000000 --- a/npm/packages/ruvector/src/core/intelligence-engine.d.ts.map +++ /dev/null @@ -1 +0,0 @@ -{"version":3,"file":"intelligence-engine.d.ts","sourceRoot":"","sources":["intelligence-engine.ts"],"names":[],"mappings":"AAAA;;;;;;;;;;;GAWG;AAEH,OAAO,EAAoC,mBAAmB,EAAE,MAAM,gBAAgB,CAAC;AACvF,OAAO,EAAc,UAAU,EAAE,cAAc,EAA8B,MAAM,gBAAgB,CAAC;AAEpG,OAAO,EAAwB,cAAc,EAAE,YAAY,EAA2B,MAAM,yBAAyB,CAAC;AAMtH,MAAM,WAAW,WAAW;IAC1B,EAAE,EAAE,MAAM,CAAC;IACX,OAAO,EAAE,MAAM,CAAC;IAChB,IAAI,EAAE,MAAM,CAAC;IACb,SAAS,EAAE,MAAM,EAAE,CAAC;IACpB,OAAO,EAAE,MAAM,CAAC;IAChB,QAAQ,EAAE,MAAM,CAAC;IACjB,KAAK,CAAC,EAAE,MAAM,CAAC;CAChB;AAED,MAAM,WAAW,UAAU;IACzB,KAAK,EAAE,MAAM,CAAC;IACd,UAAU,EAAE,MAAM,CAAC;IACnB,MAAM,EAAE,MAAM,CAAC;IACf,QAAQ,CAAC,EAAE,cAAc,EAAE,CAAC;IAC5B,UAAU,CAAC,EAAE,KAAK,CAAC;QAAE,KAAK,EAAE,MAAM,CAAC;QAAC,UAAU,EAAE,MAAM,CAAA;KAAE,CAAC,CAAC;CAC3D;AAED,MAAM,WAAW,aAAa;IAE5B,aAAa,EAAE,MAAM,CAAC;IACtB,gBAAgB,EAAE,MAAM,CAAC;IAGzB,aAAa,EAAE,MAAM,CAAC;IACtB,iBAAiB,EAAE,MAAM,CAAC;IAC1B,SAAS,EAAE,MAAM,CAAC;IAGlB,WAAW,EAAE,OAAO,CAAC;IACrB,oBAAoB,EAAE,MAAM,CAAC;IAC7B,eAAe,EAAE,MAAM,CAAC;IACxB,gBAAgB,EAAE,MAAM,CAAC;IACzB,eAAe,EAAE,MAAM,CAAC;IACxB,iBAAiB,EAAE,MAAM,CAAC;IAG1B,eAAe,EAAE,MAAM,CAAC;IACxB,aAAa,EAAE,MAAM,CAAC;IACtB,cAAc,EAAE,MAAM,CAAC;IACvB,cAAc,EAAE,MAAM,CAAC;IAGvB,gBAAgB,EAAE,OAAO,CAAC;IAG1B,WAAW,EAAE,OAAO,CAAC;IAGrB,eAAe,EAAE,OAAO,CAAC;IACzB,eAAe,EAAE,MAAM,CAAC;IACxB,YAAY,EAAE,MAAM,CAAC;IACrB,cAAc,EAAE,MAAM,CAAC;CACxB;AAED,MAAM,WAAW,kBAAkB;IACjC,mEAAmE;IACnE,YAAY,CAAC,EAAE,MAAM,CAAC;IACtB,kDAAkD;IAClD,WAAW,CAAC,EAAE,MAAM,CAAC;IACrB,+DAA+D;IAC/D,WAAW,CAAC,EAAE,MAAM,CAAC;IACrB,kEAAkE;IAClE,UAAU,CAAC,EAAE,OAAO,CAAC;IACrB,+DAA+D;IAC/D,eAAe,CAAC,EAAE,OAAO,CAAC;IAC1B,2EAA2E;IAC3E,UAAU,CAAC,EAAE,OAAO,CAAC;IACrB,yBAAyB;IACzB,UAAU,CAAC,EAAE,OAAO,CAAC,UAAU,CAAC,CAAC;IACjC,mCAAmC;IACnC,WAAW,CAAC,EAAE,MAAM,CAAC;IACrB,uDAAuD;IACvD,YAAY,CAAC,EAAE,MAAM,CAAC;IACtB;;;OAGG;IACH,cAAc,CAAC,EAAE,OAAO,CAAC,cAAc,CAAC,CAAC;CAC1C;AAiDD;;GAEG;AACH,qBAAa,kBAAkB;IAC7B,OAAO,CAAC,MAAM,CAA+B;IAC7C,OAAO,CAAC,QAAQ,CAAa;IAC7B,OAAO,CAAC,OAAO,CAAc;IAC7B,OAAO,CAAC,IAAI,CAA2B;IACvC,OAAO,CAAC,SAAS,CAAa;IAC9B,OAAO,CAAC,YAAY,CAA6B;IACjD,OAAO,CAAC,SAAS,CAAkB;IACnC,OAAO,CAAC,QAAQ,CAAqC;IAGrD,OAAO,CAAC,QAAQ,CAAuC;IACvD,OAAO,CAAC,eAAe,CAA+C;IACtE,OAAO,CAAC,aAAa,CAAoC;IACzD,OAAO,CAAC,cAAc,CAA+C;IACrE,OAAO,CAAC,aAAa,CAAkC;IACvD,OAAO,CAAC,qBAAqB,CAAkE;IAG/F,OAAO,CAAC,mBAAmB,CAAuB;IAClD,OAAO,CAAC,YAAY,CAAsB;IAC1C,OAAO,CAAC,eAAe,CAAiB;IACxC,OAAO,CAAC,iBAAiB,CAAsB;gBAEnC,MAAM,GAAE,kBAAuB;YA0D7B,QAAQ;YAWR,YAAY;YAYZ,YAAY;IAe1B;;OAEG;IACH,KAAK,CAAC,IAAI,EAAE,MAAM,GAAG,MAAM,EAAE;IA2B7B;;OAEG;IACG,UAAU,CAAC,IAAI,EAAE,MAAM,GAAG,OAAO,CAAC,MAAM,EAAE,CAAC;IAkBjD;;OAEG;IACH,OAAO,CAAC,cAAc;IAiDtB;;OAEG;IACH,OAAO,CAAC,SAAS;IA8BjB,OAAO,CAAC,QAAQ;IAOhB,OAAO,CAAC,UAAU;IAWlB,OAAO,CAAC,QAAQ;IAehB;;OAEG;IACG,QAAQ,CAAC,OAAO,EAAE,MAAM,EAAE,IAAI,GAAE,MAAkB,GAAG,OAAO,CAAC,WAAW,CAAC;IAgC/E;;OAEG;IACG,MAAM,CAAC,KAAK,EAAE,MAAM,EAAE,IAAI,GAAE,MAAU,GAAG,OAAO,CAAC,WAAW,EAAE,CAAC;IAoCrE,OAAO,CAAC,gBAAgB;IAgBxB;;OAEG;IACG,KAAK,CAAC,IAAI,EAAE,MAAM,EAAE,IAAI,CAAC,EAAE,MAAM,GAAG,OAAO,CAAC,UAAU,CAAC;IAmF7D,OAAO,CAAC,YAAY;IAKpB,OAAO,CAAC,QAAQ;IAQhB,OAAO,CAAC,aAAa;IAarB;;OAEG;IACH,eAAe,CAAC,OAAO,EAAE,MAAM,EAAE,IAAI,CAAC,EAAE,MAAM,GAAG,IAAI;IAerD;;OAEG;IACH,iBAAiB,CAAC,WAAW,EAAE,MAAM,EAAE,EAAE,MAAM,EAAE,MAAM,GAAG,IAAI;IAW9D;;OAEG;IACH,aAAa,CAAC,OAAO,EAAE,OAAO,EAAE,OAAO,CAAC,EAAE,MAAM,GAAG,IAAI;IAcvD;;OAEG;IACH,kBAAkB,CAAC,KAAK,EAAE,MAAM,GAAG,IAAI;IAcvC;;OAEG;IACG,aAAa,CACjB,KAAK,EAAE,MAAM,EACb,MAAM,EAAE,MAAM,EACd,MAAM,EAAE,MAAM,EACd,SAAS,EAAE,MAAM,EACjB,IAAI,EAAE,OAAO,EACb,QAAQ,CAAC,EAAE,MAAM,CAAC,MAAM,EAAE,GAAG,CAAC,GAC7B,OAAO,CAAC,IAAI,CAAC;IAwBhB;;OAEG;IACH,YAAY,CAAC,OAAO,EAAE,YAAY,GAAG,IAAI;IAIzC;;OAEG;IACG,iBAAiB,IAAI,OAAO,CAAC,MAAM,CAAC;IAmB1C;;OAEG;IACG,gBAAgB,CAAC,KAAK,EAAE,MAAM,EAAE,CAAC,GAAE,MAAU,GAAG,OAAO,CAAC,mBAAmB,EAAE,CAAC;IASpF;;OAEG;IACH,qBAAqB,CAAC,OAAO,EAAE,MAAM,EAAE,QAAQ,EAAE,MAAM,EAAE,MAAM,EAAE,MAAM,EAAE,GAAG,IAAI;IAIhF;;OAEG;IACH,mBAAmB,CAAC,OAAO,EAAE,MAAM,GAAG;QAAE,QAAQ,EAAE,MAAM,CAAC;QAAC,MAAM,EAAE,MAAM,EAAE,CAAA;KAAE,GAAG,SAAS;IAIxF;;OAEG;IACG,gBAAgB,CAAC,IAAI,EAAE,MAAM,EAAE,IAAI,CAAC,EAAE,MAAM,GAAG,OAAO,CAAC,UAAU,CAAC;IAwBxE;;OAEG;IACH,yBAAyB,IAAI,IAAI;IAyBjC;;OAEG;IACH,YAAY,CAAC,KAAK,EAAE,MAAM,EAAE,KAAK,EAAE,MAAM,GAAG,IAAI;IAehD;;OAEG;IACH,kBAAkB,CAAC,IAAI,EAAE,MAAM,EAAE,IAAI,GAAE,MAAU,GAAG,KAAK,CAAC;QAAE,IAAI,EAAE,MAAM,CAAC;QAAC,KAAK,EAAE,MAAM,CAAA;KAAE,CAAC;IAc1F;;OAEG;IACH,cAAc,CAAC,YAAY,EAAE,MAAM,EAAE,GAAG,EAAE,MAAM,GAAG,IAAI;IAUvD;;OAEG;IACH,iBAAiB,CAAC,KAAK,EAAE,MAAM,GAAG,MAAM,EAAE;IA6B1C;;OAEG;IACH,IAAI,IAAI,MAAM,GAAG,IAAI;IAWrB;;OAEG;IACH,UAAU,IAAI,MAAM,GAAG,IAAI;IAe3B;;OAEG;IACH,QAAQ,IAAI,aAAa;IA0DzB;;OAEG;IACH,MAAM,IAAI,MAAM,CAAC,MAAM,EAAE,GAAG,CAAC;IAkC7B;;OAEG;IACH,MAAM,CAAC,IAAI,EAAE,MAAM,CAAC,MAAM,EAAE,GAAG,CAAC,EAAE,KAAK,GAAE,OAAe,GAAG,IAAI;IA4E/D;;OAEG;IACH,KAAK,IAAI,IAAI;IAcb,8BAA8B;IAC9B,IAAI,QAAQ,IAAI,MAAM,CAAC,MAAM,EAAE,MAAM,CAAC,MAAM,EAAE,MAAM,CAAC,CAAC,CAMrD;IAED,mCAAmC;IACnC,IAAI,cAAc,IAAI,MAAM,EAAE,EAAE,CAW/B;IAED,4BAA4B;IAC5B,IAAI,MAAM,IAAI,MAAM,CAAC,MAAM,EAAE,MAAM,EAAE,CAAC,CAErC;CACF;AAMD;;GAEG;AACH,wBAAgB,wBAAwB,CAAC,MAAM,CAAC,EAAE,kBAAkB,GAAG,kBAAkB,CAExF;AAED;;GAEG;AACH,wBAAgB,2BAA2B,IAAI,kBAAkB,CAchE;AAED;;GAEG;AACH,wBAAgB,uBAAuB,IAAI,kBAAkB,CAQ5D;AAED,eAAe,kBAAkB,CAAC"} \ No newline at end of file diff --git a/npm/packages/ruvector/src/core/intelligence-engine.js b/npm/packages/ruvector/src/core/intelligence-engine.js deleted file mode 100644 index 57246d92b3..0000000000 --- a/npm/packages/ruvector/src/core/intelligence-engine.js +++ /dev/null @@ -1,1030 +0,0 @@ -"use strict"; -/** - * IntelligenceEngine - Full RuVector Intelligence Stack - * - * Integrates all RuVector capabilities for self-learning hooks: - * - VectorDB with HNSW for semantic memory (150x faster) - * - SONA for continual learning (Micro-LoRA, EWC++) - * - FastAgentDB for episode/trajectory storage - * - Attention mechanisms for pattern recognition - * - ReasoningBank for pattern clustering - * - * Replaces the simple Q-learning approach with real ML-powered intelligence. - */ -Object.defineProperty(exports, "__esModule", { value: true }); -exports.IntelligenceEngine = void 0; -exports.createIntelligenceEngine = createIntelligenceEngine; -exports.createHighPerformanceEngine = createHighPerformanceEngine; -exports.createLightweightEngine = createLightweightEngine; -const agentdb_fast_1 = require("./agentdb-fast"); -const sona_wrapper_1 = require("./sona-wrapper"); -const onnx_embedder_1 = require("./onnx-embedder"); -const parallel_intelligence_1 = require("./parallel-intelligence"); -// ============================================================================ -// Lazy Loading -// ============================================================================ -let VectorDB = null; -let vectorDbError = null; -function getVectorDB() { - if (VectorDB) - return VectorDB; - if (vectorDbError) - throw vectorDbError; - try { - const core = require('@ruvector/core'); - VectorDB = core.VectorDb || core.VectorDB; - return VectorDB; - } - catch { - try { - const pkg = require('ruvector'); - VectorDB = pkg.VectorDb || pkg.VectorDB; - return VectorDB; - } - catch (e) { - vectorDbError = new Error(`VectorDB not available: ${e.message}`); - throw vectorDbError; - } - } -} -let attentionModule = null; -let attentionError = null; -function getAttention() { - if (attentionModule) - return attentionModule; - if (attentionError) - return null; // Silently fail for optional module - try { - attentionModule = require('@ruvector/attention'); - return attentionModule; - } - catch (e) { - attentionError = e; - return null; - } -} -// ============================================================================ -// Intelligence Engine -// ============================================================================ -/** - * Full-stack intelligence engine using all RuVector capabilities - */ -class IntelligenceEngine { - constructor(config = {}) { - this.vectorDb = null; - this.sona = null; - this.attention = null; - this.onnxEmbedder = null; - this.onnxReady = false; - this.parallel = null; - // In-memory data structures - this.memories = new Map(); - this.routingPatterns = new Map(); // state -> action -> value - this.errorPatterns = new Map(); // error -> fixes - this.coEditPatterns = new Map(); // file -> related files -> count - this.agentMappings = new Map(); // extension/dir -> agent - this.workerTriggerMappings = new Map(); // trigger -> agents - // Runtime state - this.currentTrajectoryId = null; - this.sessionStart = Date.now(); - this.learningEnabled = true; - this.episodeBatchQueue = []; - // If ONNX is enabled, use 384 dimensions (MiniLM default) - const useOnnx = !!(config.enableOnnx && (0, onnx_embedder_1.isOnnxAvailable)()); - const embeddingDim = useOnnx ? 384 : (config.embeddingDim ?? 256); - this.config = { - embeddingDim, - maxMemories: config.maxMemories ?? 100000, - maxEpisodes: config.maxEpisodes ?? 50000, - enableSona: config.enableSona ?? true, - enableAttention: config.enableAttention ?? true, - enableOnnx: useOnnx, - sonaConfig: config.sonaConfig ?? {}, - storagePath: config.storagePath ?? '', - learningRate: config.learningRate ?? 0.1, - parallelConfig: config.parallelConfig ?? {}, - }; - // Initialize parallel workers (auto-enabled for MCP, disabled for CLI) - this.parallel = (0, parallel_intelligence_1.getParallelIntelligence)(this.config.parallelConfig); - this.initParallel(); - // Initialize FastAgentDB for episode storage - this.agentDb = new agentdb_fast_1.FastAgentDB(this.config.embeddingDim, this.config.maxEpisodes); - // Initialize ONNX embedder if enabled - if (this.config.enableOnnx) { - this.onnxEmbedder = new onnx_embedder_1.OnnxEmbedder(); - // Initialize async (don't block constructor) - this.initOnnx(); - } - // Initialize SONA if enabled and available - if (this.config.enableSona && (0, sona_wrapper_1.isSonaAvailable)()) { - try { - this.sona = sona_wrapper_1.SonaEngine.withConfig({ - hiddenDim: this.config.embeddingDim, - embeddingDim: this.config.embeddingDim, - microLoraRank: 2, // Fast adaptations - baseLoraRank: 8, - patternClusters: 100, - trajectoryCapacity: 10000, - ...this.config.sonaConfig, - }); - } - catch (e) { - console.warn('SONA initialization failed, using fallback learning'); - } - } - // Initialize attention if enabled (fallback if ONNX not available) - if (this.config.enableAttention && !this.config.enableOnnx) { - this.attention = getAttention(); - } - // Initialize VectorDB for memory - this.initVectorDb(); - } - async initOnnx() { - if (!this.onnxEmbedder) - return; - try { - await this.onnxEmbedder.init(); - this.onnxReady = true; - } - catch (e) { - console.warn('ONNX initialization failed, using fallback embeddings'); - this.onnxReady = false; - } - } - async initVectorDb() { - try { - const VDB = getVectorDB(); - this.vectorDb = new VDB({ - dimensions: this.config.embeddingDim, - distanceMetric: 'Cosine', - }); - } - catch { - // VectorDB not available, use fallback - } - } - async initParallel() { - if (this.parallel) { - try { - await this.parallel.init(); - } - catch { - // Parallel not available, use sequential - this.parallel = null; - } - } - } - // ========================================================================= - // Embedding Generation - // ========================================================================= - /** - * Generate embedding using ONNX, attention, or hash (in order of preference) - */ - embed(text) { - const dim = this.config.embeddingDim; - // Try ONNX semantic embeddings first (best quality) - if (this.onnxReady && this.onnxEmbedder) { - try { - // Note: This is sync wrapper for async ONNX - // For full async, use embedAsync - return this.hashEmbed(text, dim); // Fallback for sync context - } - catch { - // Fall through - } - } - // Try to use attention-based embedding - if (this.attention?.DotProductAttention) { - try { - return this.attentionEmbed(text, dim); - } - catch { - // Fall through to hash embedding - } - } - // Improved positional hash embedding - return this.hashEmbed(text, dim); - } - /** - * Async embedding with ONNX support (recommended for semantic quality) - */ - async embedAsync(text) { - // Try ONNX first (best semantic quality) - if (this.onnxEmbedder) { - try { - if (!this.onnxReady) { - await this.onnxEmbedder.init(); - this.onnxReady = true; - } - return await this.onnxEmbedder.embed(text); - } - catch { - // Fall through to sync methods - } - } - // Fall back to sync embedding - return this.embed(text); - } - /** - * Attention-based embedding using Flash or Multi-head attention - */ - attentionEmbed(text, dim) { - const tokens = this.tokenize(text); - const tokenEmbeddings = tokens.map(t => this.tokenEmbed(t, dim)); - if (tokenEmbeddings.length === 0) { - return new Array(dim).fill(0); - } - try { - // Try FlashAttention first (fastest) - if (this.attention?.FlashAttention) { - const flash = new this.attention.FlashAttention(dim); - const query = new Float32Array(this.meanPool(tokenEmbeddings)); - const keys = tokenEmbeddings.map(e => new Float32Array(e)); - const values = tokenEmbeddings.map(e => new Float32Array(e)); - const result = flash.forward(query, keys, values); - return Array.from(result); - } - // Try MultiHeadAttention (better quality) - if (this.attention?.MultiHeadAttention) { - const numHeads = Math.min(8, Math.floor(dim / 32)); // 8 heads max - const mha = new this.attention.MultiHeadAttention(dim, numHeads); - const query = new Float32Array(this.meanPool(tokenEmbeddings)); - const keys = tokenEmbeddings.map(e => new Float32Array(e)); - const values = tokenEmbeddings.map(e => new Float32Array(e)); - const result = mha.forward(query, keys, values); - return Array.from(result); - } - // Fall back to DotProductAttention - if (this.attention?.DotProductAttention) { - const attn = new this.attention.DotProductAttention(); - const query = this.meanPool(tokenEmbeddings); - const result = attn.forward(new Float32Array(query), tokenEmbeddings.map(e => new Float32Array(e)), tokenEmbeddings.map(e => new Float32Array(e))); - return Array.from(result); - } - } - catch { - // Fall through to hash embedding - } - // Ultimate fallback - return this.hashEmbed(text, dim); - } - /** - * Improved hash-based embedding with positional encoding - */ - hashEmbed(text, dim) { - const embedding = new Array(dim).fill(0); - const tokens = this.tokenize(text); - for (let t = 0; t < tokens.length; t++) { - const token = tokens[t]; - const posWeight = 1 / (1 + t * 0.1); // Positional decay - for (let i = 0; i < token.length; i++) { - const charCode = token.charCodeAt(i); - // Multiple hash functions for better distribution - const h1 = (charCode * 31 + i * 17 + t * 7) % dim; - const h2 = (charCode * 37 + i * 23 + t * 11) % dim; - const h3 = (charCode * 41 + i * 29 + t * 13) % dim; - embedding[h1] += posWeight; - embedding[h2] += posWeight * 0.5; - embedding[h3] += posWeight * 0.25; - } - } - // L2 normalize - const norm = Math.sqrt(embedding.reduce((a, b) => a + b * b, 0)); - if (norm > 0) { - for (let i = 0; i < dim; i++) - embedding[i] /= norm; - } - return embedding; - } - tokenize(text) { - return text.toLowerCase() - .replace(/[^\w\s]/g, ' ') - .split(/\s+/) - .filter(t => t.length > 0); - } - tokenEmbed(token, dim) { - const embedding = new Array(dim).fill(0); - for (let i = 0; i < token.length; i++) { - const idx = (token.charCodeAt(i) * 31 + i * 17) % dim; - embedding[idx] += 1; - } - const norm = Math.sqrt(embedding.reduce((a, b) => a + b * b, 0)); - if (norm > 0) - for (let i = 0; i < dim; i++) - embedding[i] /= norm; - return embedding; - } - meanPool(embeddings) { - if (embeddings.length === 0) - return []; - const dim = embeddings[0].length; - const result = new Array(dim).fill(0); - for (const emb of embeddings) { - for (let i = 0; i < dim; i++) - result[i] += emb[i]; - } - for (let i = 0; i < dim; i++) - result[i] /= embeddings.length; - return result; - } - // ========================================================================= - // Memory Operations - // ========================================================================= - /** - * Store content in vector memory (uses ONNX if available) - */ - async remember(content, type = 'general') { - const id = `mem-${Date.now()}-${Math.random().toString(36).substr(2, 9)}`; - // Use async ONNX embeddings if available for better semantic quality - const embedding = await this.embedAsync(content); - const entry = { - id, - content, - type, - embedding, - created: new Date().toISOString(), - accessed: 0, - }; - this.memories.set(id, entry); - // Index in VectorDB if available - if (this.vectorDb) { - try { - await this.vectorDb.insert({ - id, - vector: new Float32Array(embedding), - metadata: JSON.stringify({ content, type, created: entry.created }), - }); - } - catch { - // Ignore indexing errors - } - } - return entry; - } - /** - * Semantic search of memories (uses ONNX if available) - */ - async recall(query, topK = 5) { - // Use async ONNX embeddings if available for better semantic quality - const queryEmbed = await this.embedAsync(query); - // Try VectorDB search first (HNSW - 150x faster) - if (this.vectorDb) { - try { - const results = await this.vectorDb.search({ - vector: new Float32Array(queryEmbed), - k: topK, - }); - return results.map((r) => { - const entry = this.memories.get(r.id); - if (entry) { - entry.accessed++; - entry.score = 1 - r.score; // Convert distance to similarity - } - return entry; - }).filter((e) => e !== null); - } - catch { - // Fall through to brute force - } - } - // Fallback: brute-force cosine similarity - const scored = Array.from(this.memories.values()).map(m => ({ - ...m, - score: this.cosineSimilarity(queryEmbed, m.embedding), - })); - return scored - .sort((a, b) => (b.score || 0) - (a.score || 0)) - .slice(0, topK); - } - cosineSimilarity(a, b) { - if (a.length !== b.length) - return 0; - let dot = 0, normA = 0, normB = 0; - for (let i = 0; i < a.length; i++) { - dot += a[i] * b[i]; - normA += a[i] * a[i]; - normB += b[i] * b[i]; - } - const denom = Math.sqrt(normA) * Math.sqrt(normB); - return denom > 0 ? dot / denom : 0; - } - // ========================================================================= - // Agent Routing with SONA - // ========================================================================= - /** - * Route a task to the best agent using learned patterns - */ - async route(task, file) { - const ext = file ? this.getExtension(file) : ''; - const state = this.getState(task, ext); - const taskEmbed = this.embed(task + ' ' + (file || '')); - // Apply SONA micro-LoRA transformation if available - let adaptedEmbed = taskEmbed; - if (this.sona) { - try { - adaptedEmbed = this.sona.applyMicroLora(taskEmbed); - } - catch { - // Use original embedding - } - } - // Find similar patterns using ReasoningBank - let patterns = []; - if (this.sona) { - try { - patterns = this.sona.findPatterns(adaptedEmbed, 5); - } - catch { - // No patterns - } - } - // Default agent mappings - const defaults = { - '.rs': 'rust-developer', - '.ts': 'typescript-developer', - '.tsx': 'react-developer', - '.js': 'javascript-developer', - '.jsx': 'react-developer', - '.py': 'python-developer', - '.go': 'go-developer', - '.sql': 'database-specialist', - '.md': 'documentation-specialist', - '.yml': 'devops-engineer', - '.yaml': 'devops-engineer', - '.json': 'coder', - '.toml': 'coder', - }; - // Check learned patterns first - const statePatterns = this.routingPatterns.get(state); - let bestAgent = defaults[ext] || 'coder'; - let bestScore = 0.5; - let reason = 'default mapping'; - if (statePatterns && statePatterns.size > 0) { - for (const [agent, score] of statePatterns) { - if (score > bestScore) { - bestAgent = agent; - bestScore = score; - reason = 'learned from patterns'; - } - } - } - // Check custom agent mappings - if (this.agentMappings.has(ext)) { - const mapped = this.agentMappings.get(ext); - if (bestScore < 0.8) { - bestAgent = mapped; - bestScore = 0.8; - reason = 'custom mapping'; - } - } - // Boost confidence if SONA patterns match - if (patterns.length > 0 && patterns[0].avgQuality > 0.7) { - bestScore = Math.min(1.0, bestScore + 0.1); - reason += ' + SONA pattern match'; - } - return { - agent: bestAgent, - confidence: Math.min(1.0, bestScore), - reason, - patterns: patterns.length > 0 ? patterns : undefined, - alternates: this.getAlternates(statePatterns, bestAgent), - }; - } - getExtension(file) { - const idx = file.lastIndexOf('.'); - return idx >= 0 ? file.slice(idx).toLowerCase() : ''; - } - getState(task, ext) { - const taskType = task.includes('fix') ? 'fix' : - task.includes('test') ? 'test' : - task.includes('refactor') ? 'refactor' : - task.includes('document') ? 'docs' : 'edit'; - return `${taskType}:${ext || 'unknown'}`; - } - getAlternates(patterns, exclude) { - if (!patterns) - return []; - return Array.from(patterns.entries()) - .filter(([a]) => a !== exclude) - .sort((a, b) => b[1] - a[1]) - .slice(0, 3) - .map(([agent, confidence]) => ({ agent, confidence: Math.min(1.0, confidence) })); - } - // ========================================================================= - // Trajectory Learning - // ========================================================================= - /** - * Begin recording a trajectory (before edit/command) - */ - beginTrajectory(context, file) { - const embed = this.embed(context + ' ' + (file || '')); - if (this.sona) { - try { - this.currentTrajectoryId = this.sona.beginTrajectory(embed); - if (file) { - this.sona.addContext(this.currentTrajectoryId, file); - } - } - catch { - this.currentTrajectoryId = null; - } - } - } - /** - * Add a step to the current trajectory - */ - addTrajectoryStep(activations, reward) { - if (this.sona && this.currentTrajectoryId !== null) { - try { - const attentionWeights = new Array(activations.length).fill(1 / activations.length); - this.sona.addStep(this.currentTrajectoryId, activations, attentionWeights, reward); - } - catch { - // Ignore step errors - } - } - } - /** - * End the current trajectory with a quality score - */ - endTrajectory(success, quality) { - const q = quality ?? (success ? 0.9 : 0.3); - if (this.sona && this.currentTrajectoryId !== null) { - try { - this.sona.endTrajectory(this.currentTrajectoryId, q); - } - catch { - // Ignore end errors - } - } - this.currentTrajectoryId = null; - } - /** - * Set the agent route for current trajectory - */ - setTrajectoryRoute(agent) { - if (this.sona && this.currentTrajectoryId !== null) { - try { - this.sona.setRoute(this.currentTrajectoryId, agent); - } - catch { - // Ignore route errors - } - } - } - // ========================================================================= - // Episode Learning (Q-learning compatible) - // ========================================================================= - /** - * Record an episode for learning - */ - async recordEpisode(state, action, reward, nextState, done, metadata) { - const stateEmbed = this.embed(state); - const nextStateEmbed = this.embed(nextState); - // Store in FastAgentDB - await this.agentDb.storeEpisode({ - state: stateEmbed, - action, - reward, - nextState: nextStateEmbed, - done, - metadata, - }); - // Update routing patterns (Q-learning style) - if (!this.routingPatterns.has(state)) { - this.routingPatterns.set(state, new Map()); - } - const patterns = this.routingPatterns.get(state); - const oldValue = patterns.get(action) || 0.5; - const newValue = oldValue + this.config.learningRate * (reward - oldValue); - patterns.set(action, newValue); - } - /** - * Queue episode for batch processing (3-4x faster with workers) - */ - queueEpisode(episode) { - this.episodeBatchQueue.push(episode); - } - /** - * Process queued episodes in parallel batch - */ - async flushEpisodeBatch() { - if (this.episodeBatchQueue.length === 0) - return 0; - const count = this.episodeBatchQueue.length; - if (this.parallel) { - // Use parallel workers for batch processing - await this.parallel.recordEpisodesBatch(this.episodeBatchQueue); - } - else { - // Sequential fallback - for (const ep of this.episodeBatchQueue) { - await this.recordEpisode(ep.state, ep.action, ep.reward, ep.nextState, ep.done, ep.metadata); - } - } - this.episodeBatchQueue = []; - return count; - } - /** - * Learn from similar past episodes - */ - async learnFromSimilar(state, k = 5) { - const stateEmbed = this.embed(state); - return this.agentDb.searchByState(stateEmbed, k); - } - // ========================================================================= - // Worker-Agent Mappings - // ========================================================================= - /** - * Register worker trigger to agent mappings - */ - registerWorkerTrigger(trigger, priority, agents) { - this.workerTriggerMappings.set(trigger, { priority, agents }); - } - /** - * Get agents for a worker trigger - */ - getAgentsForTrigger(trigger) { - return this.workerTriggerMappings.get(trigger); - } - /** - * Route a task using worker trigger patterns first, then fall back to regular routing - */ - async routeWithWorkers(task, file) { - // Check if task matches any worker trigger patterns - const taskLower = task.toLowerCase(); - for (const [trigger, config] of this.workerTriggerMappings) { - if (taskLower.includes(trigger)) { - const primaryAgent = config.agents[0] || 'coder'; - const alternates = config.agents.slice(1).map(a => ({ agent: a, confidence: 0.7 })); - return { - agent: primaryAgent, - confidence: config.priority === 'critical' ? 0.95 : - config.priority === 'high' ? 0.85 : - config.priority === 'medium' ? 0.75 : 0.65, - reason: `worker trigger: ${trigger}`, - alternates, - }; - } - } - // Fall back to regular routing - return this.route(task, file); - } - /** - * Initialize default worker trigger mappings - */ - initDefaultWorkerMappings() { - const defaults = [ - ['ultralearn', 'high', ['researcher', 'coder']], - ['optimize', 'high', ['performance-analyzer']], - ['audit', 'critical', ['security-analyst', 'tester']], - ['map', 'medium', ['architect']], - ['security', 'critical', ['security-analyst']], - ['benchmark', 'low', ['performance-analyzer']], - ['document', 'medium', ['documenter']], - ['refactor', 'medium', ['coder', 'reviewer']], - ['testgaps', 'high', ['tester']], - ['deepdive', 'low', ['researcher']], - ['predict', 'medium', ['analyst']], - ['consolidate', 'low', ['architect']], - ]; - for (const [trigger, priority, agents] of defaults) { - this.workerTriggerMappings.set(trigger, { priority, agents }); - } - } - // ========================================================================= - // Co-edit Pattern Learning - // ========================================================================= - /** - * Record a co-edit pattern - */ - recordCoEdit(file1, file2) { - if (!this.coEditPatterns.has(file1)) { - this.coEditPatterns.set(file1, new Map()); - } - if (!this.coEditPatterns.has(file2)) { - this.coEditPatterns.set(file2, new Map()); - } - const count1 = this.coEditPatterns.get(file1).get(file2) || 0; - this.coEditPatterns.get(file1).set(file2, count1 + 1); - const count2 = this.coEditPatterns.get(file2).get(file1) || 0; - this.coEditPatterns.get(file2).set(file1, count2 + 1); - } - /** - * Get likely next files to edit - */ - getLikelyNextFiles(file, topK = 5) { - const related = this.coEditPatterns.get(file); - if (!related) - return []; - return Array.from(related.entries()) - .sort((a, b) => b[1] - a[1]) - .slice(0, topK) - .map(([f, count]) => ({ file: f, count })); - } - // ========================================================================= - // Error Pattern Learning - // ========================================================================= - /** - * Record an error pattern with fixes - */ - recordErrorFix(errorPattern, fix) { - if (!this.errorPatterns.has(errorPattern)) { - this.errorPatterns.set(errorPattern, []); - } - const fixes = this.errorPatterns.get(errorPattern); - if (!fixes.includes(fix)) { - fixes.push(fix); - } - } - /** - * Get suggested fixes for an error - */ - getSuggestedFixes(error) { - // Exact match - if (this.errorPatterns.has(error)) { - return this.errorPatterns.get(error); - } - // Fuzzy match by embedding similarity - const errorEmbed = this.embed(error); - const matches = []; - for (const [pattern, fixes] of this.errorPatterns) { - const patternEmbed = this.embed(pattern); - const similarity = this.cosineSimilarity(errorEmbed, patternEmbed); - if (similarity > 0.7) { - matches.push({ pattern, similarity, fixes }); - } - } - if (matches.length === 0) - return []; - // Return fixes from most similar pattern - matches.sort((a, b) => b.similarity - a.similarity); - return matches[0].fixes; - } - // ========================================================================= - // Tick / Background Learning - // ========================================================================= - /** - * Run background learning cycle - */ - tick() { - if (this.sona) { - try { - return this.sona.tick(); - } - catch { - return null; - } - } - return null; - } - /** - * Force immediate learning - */ - forceLearn() { - if (this.sona) { - try { - return this.sona.forceLearn(); - } - catch { - return null; - } - } - return null; - } - // ========================================================================= - // Statistics - // ========================================================================= - /** - * Get comprehensive learning statistics - */ - getStats() { - const agentDbStats = this.agentDb.getStats(); - let sonaStats = null; - if (this.sona) { - try { - sonaStats = this.sona.getStats(); - } - catch { - // No SONA stats - } - } - // Calculate average reward from patterns - let totalReward = 0; - let rewardCount = 0; - for (const patterns of this.routingPatterns.values()) { - for (const reward of patterns.values()) { - totalReward += reward; - rewardCount++; - } - } - const parallelStats = this.parallel?.getStats() ?? { enabled: false, workers: 0, busy: 0, queued: 0 }; - return { - totalMemories: this.memories.size, - memoryDimensions: this.config.embeddingDim, - totalEpisodes: agentDbStats.episodeCount, - totalTrajectories: agentDbStats.trajectoryCount, - avgReward: rewardCount > 0 ? totalReward / rewardCount : 0, - sonaEnabled: this.sona !== null, - trajectoriesRecorded: sonaStats?.trajectoriesRecorded ?? 0, - patternsLearned: sonaStats?.patternsLearned ?? 0, - microLoraUpdates: sonaStats?.microLoraUpdates ?? 0, - baseLoraUpdates: sonaStats?.baseLoraUpdates ?? 0, - ewcConsolidations: sonaStats?.ewcConsolidations ?? 0, - routingPatterns: this.routingPatterns.size, - errorPatterns: this.errorPatterns.size, - coEditPatterns: this.coEditPatterns.size, - workerTriggers: this.workerTriggerMappings.size, - attentionEnabled: this.attention !== null, - onnxEnabled: this.onnxReady, - parallelEnabled: parallelStats.enabled, - parallelWorkers: parallelStats.workers, - parallelBusy: parallelStats.busy, - parallelQueued: parallelStats.queued, - }; - } - // ========================================================================= - // Persistence - // ========================================================================= - /** - * Export all data for persistence - */ - export() { - return { - version: '2.0.0', - exported: new Date().toISOString(), - config: this.config, - memories: Array.from(this.memories.values()), - routingPatterns: Object.fromEntries(Array.from(this.routingPatterns.entries()).map(([k, v]) => [ - k, - Object.fromEntries(v), - ])), - errorPatterns: Object.fromEntries(this.errorPatterns), - coEditPatterns: Object.fromEntries(Array.from(this.coEditPatterns.entries()).map(([k, v]) => [ - k, - Object.fromEntries(v), - ])), - agentMappings: Object.fromEntries(this.agentMappings), - workerTriggerMappings: Object.fromEntries(Array.from(this.workerTriggerMappings.entries()).map(([k, v]) => [k, v])), - stats: this.getStats(), - }; - } - /** - * Import data from persistence - */ - import(data, merge = false) { - if (!merge) { - this.memories.clear(); - this.routingPatterns.clear(); - this.errorPatterns.clear(); - this.coEditPatterns.clear(); - this.agentMappings.clear(); - } - // Import memories - if (data.memories) { - for (const mem of data.memories) { - this.memories.set(mem.id, mem); - } - } - // Import routing patterns - if (data.routingPatterns) { - for (const [state, actions] of Object.entries(data.routingPatterns)) { - const map = new Map(Object.entries(actions)); - if (merge && this.routingPatterns.has(state)) { - const existing = this.routingPatterns.get(state); - for (const [action, value] of map) { - existing.set(action, Math.max(existing.get(action) || 0, value)); - } - } - else { - this.routingPatterns.set(state, map); - } - } - } - // Import error patterns - if (data.errorPatterns) { - for (const [pattern, fixes] of Object.entries(data.errorPatterns)) { - if (merge && this.errorPatterns.has(pattern)) { - const existing = this.errorPatterns.get(pattern); - for (const fix of fixes) { - if (!existing.includes(fix)) - existing.push(fix); - } - } - else { - this.errorPatterns.set(pattern, fixes); - } - } - } - // Import co-edit patterns - if (data.coEditPatterns) { - for (const [file, related] of Object.entries(data.coEditPatterns)) { - const map = new Map(Object.entries(related)); - if (merge && this.coEditPatterns.has(file)) { - const existing = this.coEditPatterns.get(file); - for (const [f, count] of map) { - existing.set(f, (existing.get(f) || 0) + count); - } - } - else { - this.coEditPatterns.set(file, map); - } - } - } - // Import agent mappings - if (data.agentMappings) { - for (const [ext, agent] of Object.entries(data.agentMappings)) { - this.agentMappings.set(ext, agent); - } - } - // Import worker trigger mappings - if (data.workerTriggerMappings) { - for (const [trigger, config] of Object.entries(data.workerTriggerMappings)) { - const typedConfig = config; - this.workerTriggerMappings.set(trigger, typedConfig); - } - } - } - /** - * Clear all data - */ - clear() { - this.memories.clear(); - this.routingPatterns.clear(); - this.errorPatterns.clear(); - this.coEditPatterns.clear(); - this.agentMappings.clear(); - this.workerTriggerMappings.clear(); - this.agentDb.clear(); - } - // ========================================================================= - // Compatibility with existing Intelligence class - // ========================================================================= - /** Legacy: patterns object */ - get patterns() { - const result = {}; - for (const [state, actions] of this.routingPatterns) { - result[state] = Object.fromEntries(actions); - } - return result; - } - /** Legacy: file_sequences array */ - get file_sequences() { - const sequences = []; - for (const [file, related] of this.coEditPatterns) { - const sorted = Array.from(related.entries()) - .sort((a, b) => b[1] - a[1]) - .map(([f]) => f); - if (sorted.length > 0) { - sequences.push([file, ...sorted.slice(0, 3)]); - } - } - return sequences; - } - /** Legacy: errors object */ - get errors() { - return Object.fromEntries(this.errorPatterns); - } -} -exports.IntelligenceEngine = IntelligenceEngine; -// ============================================================================ -// Factory Functions -// ============================================================================ -/** - * Create a new IntelligenceEngine with default settings - */ -function createIntelligenceEngine(config) { - return new IntelligenceEngine(config); -} -/** - * Create a high-performance engine with all features enabled - */ -function createHighPerformanceEngine() { - return new IntelligenceEngine({ - embeddingDim: 512, - maxMemories: 200000, - maxEpisodes: 100000, - enableSona: true, - enableAttention: true, - sonaConfig: { - hiddenDim: 512, - microLoraRank: 2, - baseLoraRank: 16, - patternClusters: 200, - }, - }); -} -/** - * Create a lightweight engine for fast startup - */ -function createLightweightEngine() { - return new IntelligenceEngine({ - embeddingDim: 128, - maxMemories: 10000, - maxEpisodes: 5000, - enableSona: false, - enableAttention: false, - }); -} -exports.default = IntelligenceEngine; -//# sourceMappingURL=intelligence-engine.js.map \ No newline at end of file diff --git a/npm/packages/ruvector/src/core/intelligence-engine.js.map b/npm/packages/ruvector/src/core/intelligence-engine.js.map deleted file mode 100644 index 6e216bc535..0000000000 --- a/npm/packages/ruvector/src/core/intelligence-engine.js.map +++ /dev/null @@ -1 +0,0 @@ -{"version":3,"file":"intelligence-engine.js","sourceRoot":"","sources":["intelligence-engine.ts"],"names":[],"mappings":";AAAA;;;;;;;;;;;GAWG;;;AAiqCH,4DAEC;AAKD,kEAcC;AAKD,0DAQC;AAjsCD,iDAAuF;AACvF,iDAAoG;AACpG,mDAAkF;AAClF,mEAAsH;AAuFtH,+EAA+E;AAC/E,eAAe;AACf,+EAA+E;AAE/E,IAAI,QAAQ,GAAQ,IAAI,CAAC;AACzB,IAAI,aAAa,GAAiB,IAAI,CAAC;AAEvC,SAAS,WAAW;IAClB,IAAI,QAAQ;QAAE,OAAO,QAAQ,CAAC;IAC9B,IAAI,aAAa;QAAE,MAAM,aAAa,CAAC;IAEvC,IAAI,CAAC;QACH,MAAM,IAAI,GAAG,OAAO,CAAC,gBAAgB,CAAC,CAAC;QACvC,QAAQ,GAAG,IAAI,CAAC,QAAQ,IAAI,IAAI,CAAC,QAAQ,CAAC;QAC1C,OAAO,QAAQ,CAAC;IAClB,CAAC;IAAC,MAAM,CAAC;QACP,IAAI,CAAC;YACH,MAAM,GAAG,GAAG,OAAO,CAAC,UAAU,CAAC,CAAC;YAChC,QAAQ,GAAG,GAAG,CAAC,QAAQ,IAAI,GAAG,CAAC,QAAQ,CAAC;YACxC,OAAO,QAAQ,CAAC;QAClB,CAAC;QAAC,OAAO,CAAM,EAAE,CAAC;YAChB,aAAa,GAAG,IAAI,KAAK,CAAC,2BAA2B,CAAC,CAAC,OAAO,EAAE,CAAC,CAAC;YAClE,MAAM,aAAa,CAAC;QACtB,CAAC;IACH,CAAC;AACH,CAAC;AAED,IAAI,eAAe,GAAQ,IAAI,CAAC;AAChC,IAAI,cAAc,GAAiB,IAAI,CAAC;AAExC,SAAS,YAAY;IACnB,IAAI,eAAe;QAAE,OAAO,eAAe,CAAC;IAC5C,IAAI,cAAc;QAAE,OAAO,IAAI,CAAC,CAAC,oCAAoC;IAErE,IAAI,CAAC;QACH,eAAe,GAAG,OAAO,CAAC,qBAAqB,CAAC,CAAC;QACjD,OAAO,eAAe,CAAC;IACzB,CAAC;IAAC,OAAO,CAAM,EAAE,CAAC;QAChB,cAAc,GAAG,CAAC,CAAC;QACnB,OAAO,IAAI,CAAC;IACd,CAAC;AACH,CAAC;AAED,+EAA+E;AAC/E,sBAAsB;AACtB,+EAA+E;AAE/E;;GAEG;AACH,MAAa,kBAAkB;IAwB7B,YAAY,SAA6B,EAAE;QAtBnC,aAAQ,GAAQ,IAAI,CAAC;QAErB,SAAI,GAAsB,IAAI,CAAC;QAC/B,cAAS,GAAQ,IAAI,CAAC;QACtB,iBAAY,GAAwB,IAAI,CAAC;QACzC,cAAS,GAAY,KAAK,CAAC;QAC3B,aAAQ,GAAgC,IAAI,CAAC;QAErD,4BAA4B;QACpB,aAAQ,GAA6B,IAAI,GAAG,EAAE,CAAC;QAC/C,oBAAe,GAAqC,IAAI,GAAG,EAAE,CAAC,CAAC,2BAA2B;QAC1F,kBAAa,GAA0B,IAAI,GAAG,EAAE,CAAC,CAAC,iBAAiB;QACnE,mBAAc,GAAqC,IAAI,GAAG,EAAE,CAAC,CAAC,iCAAiC;QAC/F,kBAAa,GAAwB,IAAI,GAAG,EAAE,CAAC,CAAC,yBAAyB;QACzE,0BAAqB,GAAwD,IAAI,GAAG,EAAE,CAAC,CAAC,oBAAoB;QAEpH,gBAAgB;QACR,wBAAmB,GAAkB,IAAI,CAAC;QAC1C,iBAAY,GAAW,IAAI,CAAC,GAAG,EAAE,CAAC;QAClC,oBAAe,GAAY,IAAI,CAAC;QAChC,sBAAiB,GAAmB,EAAE,CAAC;QAG7C,0DAA0D;QAC1D,MAAM,OAAO,GAAG,CAAC,CAAC,CAAC,MAAM,CAAC,UAAU,IAAI,IAAA,+BAAe,GAAE,CAAC,CAAC;QAC3D,MAAM,YAAY,GAAG,OAAO,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,CAAC,MAAM,CAAC,YAAY,IAAI,GAAG,CAAC,CAAC;QAElE,IAAI,CAAC,MAAM,GAAG;YACZ,YAAY;YACZ,WAAW,EAAE,MAAM,CAAC,WAAW,IAAI,MAAM;YACzC,WAAW,EAAE,MAAM,CAAC,WAAW,IAAI,KAAK;YACxC,UAAU,EAAE,MAAM,CAAC,UAAU,IAAI,IAAI;YACrC,eAAe,EAAE,MAAM,CAAC,eAAe,IAAI,IAAI;YAC/C,UAAU,EAAE,OAAO;YACnB,UAAU,EAAE,MAAM,CAAC,UAAU,IAAI,EAAE;YACnC,WAAW,EAAE,MAAM,CAAC,WAAW,IAAI,EAAE;YACrC,YAAY,EAAE,MAAM,CAAC,YAAY,IAAI,GAAG;YACxC,cAAc,EAAE,MAAM,CAAC,cAAc,IAAI,EAAE;SAC5C,CAAC;QAEF,uEAAuE;QACvE,IAAI,CAAC,QAAQ,GAAG,IAAA,+CAAuB,EAAC,IAAI,CAAC,MAAM,CAAC,cAAc,CAAC,CAAC;QACpE,IAAI,CAAC,YAAY,EAAE,CAAC;QAEpB,6CAA6C;QAC7C,IAAI,CAAC,OAAO,GAAG,IAAI,0BAAW,CAAC,IAAI,CAAC,MAAM,CAAC,YAAY,EAAE,IAAI,CAAC,MAAM,CAAC,WAAW,CAAC,CAAC;QAElF,sCAAsC;QACtC,IAAI,IAAI,CAAC,MAAM,CAAC,UAAU,EAAE,CAAC;YAC3B,IAAI,CAAC,YAAY,GAAG,IAAI,4BAAY,EAAE,CAAC;YACvC,6CAA6C;YAC7C,IAAI,CAAC,QAAQ,EAAE,CAAC;QAClB,CAAC;QAED,2CAA2C;QAC3C,IAAI,IAAI,CAAC,MAAM,CAAC,UAAU,IAAI,IAAA,8BAAe,GAAE,EAAE,CAAC;YAChD,IAAI,CAAC;gBACH,IAAI,CAAC,IAAI,GAAG,yBAAU,CAAC,UAAU,CAAC;oBAChC,SAAS,EAAE,IAAI,CAAC,MAAM,CAAC,YAAY;oBACnC,YAAY,EAAE,IAAI,CAAC,MAAM,CAAC,YAAY;oBACtC,aAAa,EAAE,CAAC,EAAE,mBAAmB;oBACrC,YAAY,EAAE,CAAC;oBACf,eAAe,EAAE,GAAG;oBACpB,kBAAkB,EAAE,KAAK;oBACzB,GAAG,IAAI,CAAC,MAAM,CAAC,UAAU;iBAC1B,CAAC,CAAC;YACL,CAAC;YAAC,OAAO,CAAC,EAAE,CAAC;gBACX,OAAO,CAAC,IAAI,CAAC,qDAAqD,CAAC,CAAC;YACtE,CAAC;QACH,CAAC;QAED,mEAAmE;QACnE,IAAI,IAAI,CAAC,MAAM,CAAC,eAAe,IAAI,CAAC,IAAI,CAAC,MAAM,CAAC,UAAU,EAAE,CAAC;YAC3D,IAAI,CAAC,SAAS,GAAG,YAAY,EAAE,CAAC;QAClC,CAAC;QAED,iCAAiC;QACjC,IAAI,CAAC,YAAY,EAAE,CAAC;IACtB,CAAC;IAEO,KAAK,CAAC,QAAQ;QACpB,IAAI,CAAC,IAAI,CAAC,YAAY;YAAE,OAAO;QAC/B,IAAI,CAAC;YACH,MAAM,IAAI,CAAC,YAAY,CAAC,IAAI,EAAE,CAAC;YAC/B,IAAI,CAAC,SAAS,GAAG,IAAI,CAAC;QACxB,CAAC;QAAC,OAAO,CAAC,EAAE,CAAC;YACX,OAAO,CAAC,IAAI,CAAC,uDAAuD,CAAC,CAAC;YACtE,IAAI,CAAC,SAAS,GAAG,KAAK,CAAC;QACzB,CAAC;IACH,CAAC;IAEO,KAAK,CAAC,YAAY;QACxB,IAAI,CAAC;YACH,MAAM,GAAG,GAAG,WAAW,EAAE,CAAC;YAC1B,IAAI,CAAC,QAAQ,GAAG,IAAI,GAAG,CAAC;gBACtB,UAAU,EAAE,IAAI,CAAC,MAAM,CAAC,YAAY;gBACpC,cAAc,EAAE,QAAQ;aACzB,CAAC,CAAC;QACL,CAAC;QAAC,MAAM,CAAC;YACP,uCAAuC;QACzC,CAAC;IACH,CAAC;IAEO,KAAK,CAAC,YAAY;QACxB,IAAI,IAAI,CAAC,QAAQ,EAAE,CAAC;YAClB,IAAI,CAAC;gBACH,MAAM,IAAI,CAAC,QAAQ,CAAC,IAAI,EAAE,CAAC;YAC7B,CAAC;YAAC,MAAM,CAAC;gBACP,yCAAyC;gBACzC,IAAI,CAAC,QAAQ,GAAG,IAAI,CAAC;YACvB,CAAC;QACH,CAAC;IACH,CAAC;IAED,4EAA4E;IAC5E,uBAAuB;IACvB,4EAA4E;IAE5E;;OAEG;IACH,KAAK,CAAC,IAAY;QAChB,MAAM,GAAG,GAAG,IAAI,CAAC,MAAM,CAAC,YAAY,CAAC;QAErC,oDAAoD;QACpD,IAAI,IAAI,CAAC,SAAS,IAAI,IAAI,CAAC,YAAY,EAAE,CAAC;YACxC,IAAI,CAAC;gBACH,4CAA4C;gBAC5C,iCAAiC;gBACjC,OAAO,IAAI,CAAC,SAAS,CAAC,IAAI,EAAE,GAAG,CAAC,CAAC,CAAC,4BAA4B;YAChE,CAAC;YAAC,MAAM,CAAC;gBACP,eAAe;YACjB,CAAC;QACH,CAAC;QAED,uCAAuC;QACvC,IAAI,IAAI,CAAC,SAAS,EAAE,mBAAmB,EAAE,CAAC;YACxC,IAAI,CAAC;gBACH,OAAO,IAAI,CAAC,cAAc,CAAC,IAAI,EAAE,GAAG,CAAC,CAAC;YACxC,CAAC;YAAC,MAAM,CAAC;gBACP,iCAAiC;YACnC,CAAC;QACH,CAAC;QAED,qCAAqC;QACrC,OAAO,IAAI,CAAC,SAAS,CAAC,IAAI,EAAE,GAAG,CAAC,CAAC;IACnC,CAAC;IAED;;OAEG;IACH,KAAK,CAAC,UAAU,CAAC,IAAY;QAC3B,yCAAyC;QACzC,IAAI,IAAI,CAAC,YAAY,EAAE,CAAC;YACtB,IAAI,CAAC;gBACH,IAAI,CAAC,IAAI,CAAC,SAAS,EAAE,CAAC;oBACpB,MAAM,IAAI,CAAC,YAAY,CAAC,IAAI,EAAE,CAAC;oBAC/B,IAAI,CAAC,SAAS,GAAG,IAAI,CAAC;gBACxB,CAAC;gBACD,OAAO,MAAM,IAAI,CAAC,YAAY,CAAC,KAAK,CAAC,IAAI,CAAC,CAAC;YAC7C,CAAC;YAAC,MAAM,CAAC;gBACP,+BAA+B;YACjC,CAAC;QACH,CAAC;QAED,8BAA8B;QAC9B,OAAO,IAAI,CAAC,KAAK,CAAC,IAAI,CAAC,CAAC;IAC1B,CAAC;IAED;;OAEG;IACK,cAAc,CAAC,IAAY,EAAE,GAAW;QAC9C,MAAM,MAAM,GAAG,IAAI,CAAC,QAAQ,CAAC,IAAI,CAAC,CAAC;QACnC,MAAM,eAAe,GAAG,MAAM,CAAC,GAAG,CAAC,CAAC,CAAC,EAAE,CAAC,IAAI,CAAC,UAAU,CAAC,CAAC,EAAE,GAAG,CAAC,CAAC,CAAC;QAEjE,IAAI,eAAe,CAAC,MAAM,KAAK,CAAC,EAAE,CAAC;YACjC,OAAO,IAAI,KAAK,CAAC,GAAG,CAAC,CAAC,IAAI,CAAC,CAAC,CAAC,CAAC;QAChC,CAAC;QAED,IAAI,CAAC;YACH,qCAAqC;YACrC,IAAI,IAAI,CAAC,SAAS,EAAE,cAAc,EAAE,CAAC;gBACnC,MAAM,KAAK,GAAG,IAAI,IAAI,CAAC,SAAS,CAAC,cAAc,CAAC,GAAG,CAAC,CAAC;gBACrD,MAAM,KAAK,GAAG,IAAI,YAAY,CAAC,IAAI,CAAC,QAAQ,CAAC,eAAe,CAAC,CAAC,CAAC;gBAC/D,MAAM,IAAI,GAAG,eAAe,CAAC,GAAG,CAAC,CAAC,CAAC,EAAE,CAAC,IAAI,YAAY,CAAC,CAAC,CAAC,CAAC,CAAC;gBAC3D,MAAM,MAAM,GAAG,eAAe,CAAC,GAAG,CAAC,CAAC,CAAC,EAAE,CAAC,IAAI,YAAY,CAAC,CAAC,CAAC,CAAC,CAAC;gBAC7D,MAAM,MAAM,GAAG,KAAK,CAAC,OAAO,CAAC,KAAK,EAAE,IAAI,EAAE,MAAM,CAAC,CAAC;gBAClD,OAAO,KAAK,CAAC,IAAI,CAAC,MAAM,CAAC,CAAC;YAC5B,CAAC;YAED,0CAA0C;YAC1C,IAAI,IAAI,CAAC,SAAS,EAAE,kBAAkB,EAAE,CAAC;gBACvC,MAAM,QAAQ,GAAG,IAAI,CAAC,GAAG,CAAC,CAAC,EAAE,IAAI,CAAC,KAAK,CAAC,GAAG,GAAG,EAAE,CAAC,CAAC,CAAC,CAAC,cAAc;gBAClE,MAAM,GAAG,GAAG,IAAI,IAAI,CAAC,SAAS,CAAC,kBAAkB,CAAC,GAAG,EAAE,QAAQ,CAAC,CAAC;gBACjE,MAAM,KAAK,GAAG,IAAI,YAAY,CAAC,IAAI,CAAC,QAAQ,CAAC,eAAe,CAAC,CAAC,CAAC;gBAC/D,MAAM,IAAI,GAAG,eAAe,CAAC,GAAG,CAAC,CAAC,CAAC,EAAE,CAAC,IAAI,YAAY,CAAC,CAAC,CAAC,CAAC,CAAC;gBAC3D,MAAM,MAAM,GAAG,eAAe,CAAC,GAAG,CAAC,CAAC,CAAC,EAAE,CAAC,IAAI,YAAY,CAAC,CAAC,CAAC,CAAC,CAAC;gBAC7D,MAAM,MAAM,GAAG,GAAG,CAAC,OAAO,CAAC,KAAK,EAAE,IAAI,EAAE,MAAM,CAAC,CAAC;gBAChD,OAAO,KAAK,CAAC,IAAI,CAAC,MAAM,CAAC,CAAC;YAC5B,CAAC;YAED,mCAAmC;YACnC,IAAI,IAAI,CAAC,SAAS,EAAE,mBAAmB,EAAE,CAAC;gBACxC,MAAM,IAAI,GAAG,IAAI,IAAI,CAAC,SAAS,CAAC,mBAAmB,EAAE,CAAC;gBACtD,MAAM,KAAK,GAAG,IAAI,CAAC,QAAQ,CAAC,eAAe,CAAC,CAAC;gBAC7C,MAAM,MAAM,GAAG,IAAI,CAAC,OAAO,CACzB,IAAI,YAAY,CAAC,KAAK,CAAC,EACvB,eAAe,CAAC,GAAG,CAAC,CAAC,CAAC,EAAE,CAAC,IAAI,YAAY,CAAC,CAAC,CAAC,CAAC,EAC7C,eAAe,CAAC,GAAG,CAAC,CAAC,CAAC,EAAE,CAAC,IAAI,YAAY,CAAC,CAAC,CAAC,CAAC,CAC9C,CAAC;gBACF,OAAO,KAAK,CAAC,IAAI,CAAC,MAAM,CAAC,CAAC;YAC5B,CAAC;QACH,CAAC;QAAC,MAAM,CAAC;YACP,iCAAiC;QACnC,CAAC;QAED,oBAAoB;QACpB,OAAO,IAAI,CAAC,SAAS,CAAC,IAAI,EAAE,GAAG,CAAC,CAAC;IACnC,CAAC;IAED;;OAEG;IACK,SAAS,CAAC,IAAY,EAAE,GAAW;QACzC,MAAM,SAAS,GAAG,IAAI,KAAK,CAAC,GAAG,CAAC,CAAC,IAAI,CAAC,CAAC,CAAC,CAAC;QACzC,MAAM,MAAM,GAAG,IAAI,CAAC,QAAQ,CAAC,IAAI,CAAC,CAAC;QAEnC,KAAK,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,MAAM,CAAC,MAAM,EAAE,CAAC,EAAE,EAAE,CAAC;YACvC,MAAM,KAAK,GAAG,MAAM,CAAC,CAAC,CAAC,CAAC;YACxB,MAAM,SAAS,GAAG,CAAC,GAAG,CAAC,CAAC,GAAG,CAAC,GAAG,GAAG,CAAC,CAAC,CAAC,mBAAmB;YAExD,KAAK,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,KAAK,CAAC,MAAM,EAAE,CAAC,EAAE,EAAE,CAAC;gBACtC,MAAM,QAAQ,GAAG,KAAK,CAAC,UAAU,CAAC,CAAC,CAAC,CAAC;gBACrC,kDAAkD;gBAClD,MAAM,EAAE,GAAG,CAAC,QAAQ,GAAG,EAAE,GAAG,CAAC,GAAG,EAAE,GAAG,CAAC,GAAG,CAAC,CAAC,GAAG,GAAG,CAAC;gBAClD,MAAM,EAAE,GAAG,CAAC,QAAQ,GAAG,EAAE,GAAG,CAAC,GAAG,EAAE,GAAG,CAAC,GAAG,EAAE,CAAC,GAAG,GAAG,CAAC;gBACnD,MAAM,EAAE,GAAG,CAAC,QAAQ,GAAG,EAAE,GAAG,CAAC,GAAG,EAAE,GAAG,CAAC,GAAG,EAAE,CAAC,GAAG,GAAG,CAAC;gBAEnD,SAAS,CAAC,EAAE,CAAC,IAAI,SAAS,CAAC;gBAC3B,SAAS,CAAC,EAAE,CAAC,IAAI,SAAS,GAAG,GAAG,CAAC;gBACjC,SAAS,CAAC,EAAE,CAAC,IAAI,SAAS,GAAG,IAAI,CAAC;YACpC,CAAC;QACH,CAAC;QAED,eAAe;QACf,MAAM,IAAI,GAAG,IAAI,CAAC,IAAI,CAAC,SAAS,CAAC,MAAM,CAAC,CAAC,CAAC,EAAE,CAAC,EAAE,EAAE,CAAC,CAAC,GAAG,CAAC,GAAG,CAAC,EAAE,CAAC,CAAC,CAAC,CAAC;QACjE,IAAI,IAAI,GAAG,CAAC,EAAE,CAAC;YACb,KAAK,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,GAAG,EAAE,CAAC,EAAE;gBAAE,SAAS,CAAC,CAAC,CAAC,IAAI,IAAI,CAAC;QACrD,CAAC;QAED,OAAO,SAAS,CAAC;IACnB,CAAC;IAEO,QAAQ,CAAC,IAAY;QAC3B,OAAO,IAAI,CAAC,WAAW,EAAE;aACtB,OAAO,CAAC,UAAU,EAAE,GAAG,CAAC;aACxB,KAAK,CAAC,KAAK,CAAC;aACZ,MAAM,CAAC,CAAC,CAAC,EAAE,CAAC,CAAC,CAAC,MAAM,GAAG,CAAC,CAAC,CAAC;IAC/B,CAAC;IAEO,UAAU,CAAC,KAAa,EAAE,GAAW;QAC3C,MAAM,SAAS,GAAG,IAAI,KAAK,CAAC,GAAG,CAAC,CAAC,IAAI,CAAC,CAAC,CAAC,CAAC;QACzC,KAAK,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,KAAK,CAAC,MAAM,EAAE,CAAC,EAAE,EAAE,CAAC;YACtC,MAAM,GAAG,GAAG,CAAC,KAAK,CAAC,UAAU,CAAC,CAAC,CAAC,GAAG,EAAE,GAAG,CAAC,GAAG,EAAE,CAAC,GAAG,GAAG,CAAC;YACtD,SAAS,CAAC,GAAG,CAAC,IAAI,CAAC,CAAC;QACtB,CAAC;QACD,MAAM,IAAI,GAAG,IAAI,CAAC,IAAI,CAAC,SAAS,CAAC,MAAM,CAAC,CAAC,CAAC,EAAE,CAAC,EAAE,EAAE,CAAC,CAAC,GAAG,CAAC,GAAG,CAAC,EAAE,CAAC,CAAC,CAAC,CAAC;QACjE,IAAI,IAAI,GAAG,CAAC;YAAE,KAAK,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,GAAG,EAAE,CAAC,EAAE;gBAAE,SAAS,CAAC,CAAC,CAAC,IAAI,IAAI,CAAC;QACjE,OAAO,SAAS,CAAC;IACnB,CAAC;IAEO,QAAQ,CAAC,UAAsB;QACrC,IAAI,UAAU,CAAC,MAAM,KAAK,CAAC;YAAE,OAAO,EAAE,CAAC;QACvC,MAAM,GAAG,GAAG,UAAU,CAAC,CAAC,CAAC,CAAC,MAAM,CAAC;QACjC,MAAM,MAAM,GAAG,IAAI,KAAK,CAAC,GAAG,CAAC,CAAC,IAAI,CAAC,CAAC,CAAC,CAAC;QACtC,KAAK,MAAM,GAAG,IAAI,UAAU,EAAE,CAAC;YAC7B,KAAK,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,GAAG,EAAE,CAAC,EAAE;gBAAE,MAAM,CAAC,CAAC,CAAC,IAAI,GAAG,CAAC,CAAC,CAAC,CAAC;QACpD,CAAC;QACD,KAAK,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,GAAG,EAAE,CAAC,EAAE;YAAE,MAAM,CAAC,CAAC,CAAC,IAAI,UAAU,CAAC,MAAM,CAAC;QAC7D,OAAO,MAAM,CAAC;IAChB,CAAC;IAED,4EAA4E;IAC5E,oBAAoB;IACpB,4EAA4E;IAE5E;;OAEG;IACH,KAAK,CAAC,QAAQ,CAAC,OAAe,EAAE,OAAe,SAAS;QACtD,MAAM,EAAE,GAAG,OAAO,IAAI,CAAC,GAAG,EAAE,IAAI,IAAI,CAAC,MAAM,EAAE,CAAC,QAAQ,CAAC,EAAE,CAAC,CAAC,MAAM,CAAC,CAAC,EAAE,CAAC,CAAC,EAAE,CAAC;QAC1E,qEAAqE;QACrE,MAAM,SAAS,GAAG,MAAM,IAAI,CAAC,UAAU,CAAC,OAAO,CAAC,CAAC;QAEjD,MAAM,KAAK,GAAgB;YACzB,EAAE;YACF,OAAO;YACP,IAAI;YACJ,SAAS;YACT,OAAO,EAAE,IAAI,IAAI,EAAE,CAAC,WAAW,EAAE;YACjC,QAAQ,EAAE,CAAC;SACZ,CAAC;QAEF,IAAI,CAAC,QAAQ,CAAC,GAAG,CAAC,EAAE,EAAE,KAAK,CAAC,CAAC;QAE7B,iCAAiC;QACjC,IAAI,IAAI,CAAC,QAAQ,EAAE,CAAC;YAClB,IAAI,CAAC;gBACH,MAAM,IAAI,CAAC,QAAQ,CAAC,MAAM,CAAC;oBACzB,EAAE;oBACF,MAAM,EAAE,IAAI,YAAY,CAAC,SAAS,CAAC;oBACnC,QAAQ,EAAE,IAAI,CAAC,SAAS,CAAC,EAAE,OAAO,EAAE,IAAI,EAAE,OAAO,EAAE,KAAK,CAAC,OAAO,EAAE,CAAC;iBACpE,CAAC,CAAC;YACL,CAAC;YAAC,MAAM,CAAC;gBACP,yBAAyB;YAC3B,CAAC;QACH,CAAC;QAED,OAAO,KAAK,CAAC;IACf,CAAC;IAED;;OAEG;IACH,KAAK,CAAC,MAAM,CAAC,KAAa,EAAE,OAAe,CAAC;QAC1C,qEAAqE;QACrE,MAAM,UAAU,GAAG,MAAM,IAAI,CAAC,UAAU,CAAC,KAAK,CAAC,CAAC;QAEhD,iDAAiD;QACjD,IAAI,IAAI,CAAC,QAAQ,EAAE,CAAC;YAClB,IAAI,CAAC;gBACH,MAAM,OAAO,GAAG,MAAM,IAAI,CAAC,QAAQ,CAAC,MAAM,CAAC;oBACzC,MAAM,EAAE,IAAI,YAAY,CAAC,UAAU,CAAC;oBACpC,CAAC,EAAE,IAAI;iBACR,CAAC,CAAC;gBAEH,OAAO,OAAO,CAAC,GAAG,CAAC,CAAC,CAAM,EAAE,EAAE;oBAC5B,MAAM,KAAK,GAAG,IAAI,CAAC,QAAQ,CAAC,GAAG,CAAC,CAAC,CAAC,EAAE,CAAC,CAAC;oBACtC,IAAI,KAAK,EAAE,CAAC;wBACV,KAAK,CAAC,QAAQ,EAAE,CAAC;wBACjB,KAAK,CAAC,KAAK,GAAG,CAAC,GAAG,CAAC,CAAC,KAAK,CAAC,CAAC,iCAAiC;oBAC9D,CAAC;oBACD,OAAO,KAAK,CAAC;gBACf,CAAC,CAAC,CAAC,MAAM,CAAC,CAAC,CAAM,EAAoB,EAAE,CAAC,CAAC,KAAK,IAAI,CAAC,CAAC;YACtD,CAAC;YAAC,MAAM,CAAC;gBACP,8BAA8B;YAChC,CAAC;QACH,CAAC;QAED,0CAA0C;QAC1C,MAAM,MAAM,GAAG,KAAK,CAAC,IAAI,CAAC,IAAI,CAAC,QAAQ,CAAC,MAAM,EAAE,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,EAAE,CAAC,CAAC;YAC1D,GAAG,CAAC;YACJ,KAAK,EAAE,IAAI,CAAC,gBAAgB,CAAC,UAAU,EAAE,CAAC,CAAC,SAAS,CAAC;SACtD,CAAC,CAAC,CAAC;QAEJ,OAAO,MAAM;aACV,IAAI,CAAC,CAAC,CAAC,EAAE,CAAC,EAAE,EAAE,CAAC,CAAC,CAAC,CAAC,KAAK,IAAI,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,KAAK,IAAI,CAAC,CAAC,CAAC;aAC/C,KAAK,CAAC,CAAC,EAAE,IAAI,CAAC,CAAC;IACpB,CAAC;IAEO,gBAAgB,CAAC,CAAW,EAAE,CAAW;QAC/C,IAAI,CAAC,CAAC,MAAM,KAAK,CAAC,CAAC,MAAM;YAAE,OAAO,CAAC,CAAC;QACpC,IAAI,GAAG,GAAG,CAAC,EAAE,KAAK,GAAG,CAAC,EAAE,KAAK,GAAG,CAAC,CAAC;QAClC,KAAK,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,CAAC,CAAC,MAAM,EAAE,CAAC,EAAE,EAAE,CAAC;YAClC,GAAG,IAAI,CAAC,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,CAAC,CAAC;YACnB,KAAK,IAAI,CAAC,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,CAAC,CAAC;YACrB,KAAK,IAAI,CAAC,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,CAAC,CAAC;QACvB,CAAC;QACD,MAAM,KAAK,GAAG,IAAI,CAAC,IAAI,CAAC,KAAK,CAAC,GAAG,IAAI,CAAC,IAAI,CAAC,KAAK,CAAC,CAAC;QAClD,OAAO,KAAK,GAAG,CAAC,CAAC,CAAC,CAAC,GAAG,GAAG,KAAK,CAAC,CAAC,CAAC,CAAC,CAAC;IACrC,CAAC;IAED,4EAA4E;IAC5E,0BAA0B;IAC1B,4EAA4E;IAE5E;;OAEG;IACH,KAAK,CAAC,KAAK,CAAC,IAAY,EAAE,IAAa;QACrC,MAAM,GAAG,GAAG,IAAI,CAAC,CAAC,CAAC,IAAI,CAAC,YAAY,CAAC,IAAI,CAAC,CAAC,CAAC,CAAC,EAAE,CAAC;QAChD,MAAM,KAAK,GAAG,IAAI,CAAC,QAAQ,CAAC,IAAI,EAAE,GAAG,CAAC,CAAC;QACvC,MAAM,SAAS,GAAG,IAAI,CAAC,KAAK,CAAC,IAAI,GAAG,GAAG,GAAG,CAAC,IAAI,IAAI,EAAE,CAAC,CAAC,CAAC;QAExD,oDAAoD;QACpD,IAAI,YAAY,GAAG,SAAS,CAAC;QAC7B,IAAI,IAAI,CAAC,IAAI,EAAE,CAAC;YACd,IAAI,CAAC;gBACH,YAAY,GAAG,IAAI,CAAC,IAAI,CAAC,cAAc,CAAC,SAAS,CAAC,CAAC;YACrD,CAAC;YAAC,MAAM,CAAC;gBACP,yBAAyB;YAC3B,CAAC;QACH,CAAC;QAED,4CAA4C;QAC5C,IAAI,QAAQ,GAAqB,EAAE,CAAC;QACpC,IAAI,IAAI,CAAC,IAAI,EAAE,CAAC;YACd,IAAI,CAAC;gBACH,QAAQ,GAAG,IAAI,CAAC,IAAI,CAAC,YAAY,CAAC,YAAY,EAAE,CAAC,CAAC,CAAC;YACrD,CAAC;YAAC,MAAM,CAAC;gBACP,cAAc;YAChB,CAAC;QACH,CAAC;QAED,yBAAyB;QACzB,MAAM,QAAQ,GAA2B;YACvC,KAAK,EAAE,gBAAgB;YACvB,KAAK,EAAE,sBAAsB;YAC7B,MAAM,EAAE,iBAAiB;YACzB,KAAK,EAAE,sBAAsB;YAC7B,MAAM,EAAE,iBAAiB;YACzB,KAAK,EAAE,kBAAkB;YACzB,KAAK,EAAE,cAAc;YACrB,MAAM,EAAE,qBAAqB;YAC7B,KAAK,EAAE,0BAA0B;YACjC,MAAM,EAAE,iBAAiB;YACzB,OAAO,EAAE,iBAAiB;YAC1B,OAAO,EAAE,OAAO;YAChB,OAAO,EAAE,OAAO;SACjB,CAAC;QAEF,+BAA+B;QAC/B,MAAM,aAAa,GAAG,IAAI,CAAC,eAAe,CAAC,GAAG,CAAC,KAAK,CAAC,CAAC;QACtD,IAAI,SAAS,GAAG,QAAQ,CAAC,GAAG,CAAC,IAAI,OAAO,CAAC;QACzC,IAAI,SAAS,GAAG,GAAG,CAAC;QACpB,IAAI,MAAM,GAAG,iBAAiB,CAAC;QAE/B,IAAI,aAAa,IAAI,aAAa,CAAC,IAAI,GAAG,CAAC,EAAE,CAAC;YAC5C,KAAK,MAAM,CAAC,KAAK,EAAE,KAAK,CAAC,IAAI,aAAa,EAAE,CAAC;gBAC3C,IAAI,KAAK,GAAG,SAAS,EAAE,CAAC;oBACtB,SAAS,GAAG,KAAK,CAAC;oBAClB,SAAS,GAAG,KAAK,CAAC;oBAClB,MAAM,GAAG,uBAAuB,CAAC;gBACnC,CAAC;YACH,CAAC;QACH,CAAC;QAED,8BAA8B;QAC9B,IAAI,IAAI,CAAC,aAAa,CAAC,GAAG,CAAC,GAAG,CAAC,EAAE,CAAC;YAChC,MAAM,MAAM,GAAG,IAAI,CAAC,aAAa,CAAC,GAAG,CAAC,GAAG,CAAE,CAAC;YAC5C,IAAI,SAAS,GAAG,GAAG,EAAE,CAAC;gBACpB,SAAS,GAAG,MAAM,CAAC;gBACnB,SAAS,GAAG,GAAG,CAAC;gBAChB,MAAM,GAAG,gBAAgB,CAAC;YAC5B,CAAC;QACH,CAAC;QAED,0CAA0C;QAC1C,IAAI,QAAQ,CAAC,MAAM,GAAG,CAAC,IAAI,QAAQ,CAAC,CAAC,CAAC,CAAC,UAAU,GAAG,GAAG,EAAE,CAAC;YACxD,SAAS,GAAG,IAAI,CAAC,GAAG,CAAC,GAAG,EAAE,SAAS,GAAG,GAAG,CAAC,CAAC;YAC3C,MAAM,IAAI,uBAAuB,CAAC;QACpC,CAAC;QAED,OAAO;YACL,KAAK,EAAE,SAAS;YAChB,UAAU,EAAE,IAAI,CAAC,GAAG,CAAC,GAAG,EAAE,SAAS,CAAC;YACpC,MAAM;YACN,QAAQ,EAAE,QAAQ,CAAC,MAAM,GAAG,CAAC,CAAC,CAAC,CAAC,QAAQ,CAAC,CAAC,CAAC,SAAS;YACpD,UAAU,EAAE,IAAI,CAAC,aAAa,CAAC,aAAa,EAAE,SAAS,CAAC;SACzD,CAAC;IACJ,CAAC;IAEO,YAAY,CAAC,IAAY;QAC/B,MAAM,GAAG,GAAG,IAAI,CAAC,WAAW,CAAC,GAAG,CAAC,CAAC;QAClC,OAAO,GAAG,IAAI,CAAC,CAAC,CAAC,CAAC,IAAI,CAAC,KAAK,CAAC,GAAG,CAAC,CAAC,WAAW,EAAE,CAAC,CAAC,CAAC,EAAE,CAAC;IACvD,CAAC;IAEO,QAAQ,CAAC,IAAY,EAAE,GAAW;QACxC,MAAM,QAAQ,GAAG,IAAI,CAAC,QAAQ,CAAC,KAAK,CAAC,CAAC,CAAC,CAAC,KAAK,CAAC,CAAC;YAC9B,IAAI,CAAC,QAAQ,CAAC,MAAM,CAAC,CAAC,CAAC,CAAC,MAAM,CAAC,CAAC;gBAChC,IAAI,CAAC,QAAQ,CAAC,UAAU,CAAC,CAAC,CAAC,CAAC,UAAU,CAAC,CAAC;oBACxC,IAAI,CAAC,QAAQ,CAAC,UAAU,CAAC,CAAC,CAAC,CAAC,MAAM,CAAC,CAAC,CAAC,MAAM,CAAC;QAC7D,OAAO,GAAG,QAAQ,IAAI,GAAG,IAAI,SAAS,EAAE,CAAC;IAC3C,CAAC;IAEO,aAAa,CAAC,QAAyC,EAAE,OAAe;QAC9E,IAAI,CAAC,QAAQ;YAAE,OAAO,EAAE,CAAC;QACzB,OAAO,KAAK,CAAC,IAAI,CAAC,QAAQ,CAAC,OAAO,EAAE,CAAC;aAClC,MAAM,CAAC,CAAC,CAAC,CAAC,CAAC,EAAE,EAAE,CAAC,CAAC,KAAK,OAAO,CAAC;aAC9B,IAAI,CAAC,CAAC,CAAC,EAAE,CAAC,EAAE,EAAE,CAAC,CAAC,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,CAAC,CAAC;aAC3B,KAAK,CAAC,CAAC,EAAE,CAAC,CAAC;aACX,GAAG,CAAC,CAAC,CAAC,KAAK,EAAE,UAAU,CAAC,EAAE,EAAE,CAAC,CAAC,EAAE,KAAK,EAAE,UAAU,EAAE,IAAI,CAAC,GAAG,CAAC,GAAG,EAAE,UAAU,CAAC,EAAE,CAAC,CAAC,CAAC;IACtF,CAAC;IAED,4EAA4E;IAC5E,sBAAsB;IACtB,4EAA4E;IAE5E;;OAEG;IACH,eAAe,CAAC,OAAe,EAAE,IAAa;QAC5C,MAAM,KAAK,GAAG,IAAI,CAAC,KAAK,CAAC,OAAO,GAAG,GAAG,GAAG,CAAC,IAAI,IAAI,EAAE,CAAC,CAAC,CAAC;QAEvD,IAAI,IAAI,CAAC,IAAI,EAAE,CAAC;YACd,IAAI,CAAC;gBACH,IAAI,CAAC,mBAAmB,GAAG,IAAI,CAAC,IAAI,CAAC,eAAe,CAAC,KAAK,CAAC,CAAC;gBAC5D,IAAI,IAAI,EAAE,CAAC;oBACT,IAAI,CAAC,IAAI,CAAC,UAAU,CAAC,IAAI,CAAC,mBAAmB,EAAE,IAAI,CAAC,CAAC;gBACvD,CAAC;YACH,CAAC;YAAC,MAAM,CAAC;gBACP,IAAI,CAAC,mBAAmB,GAAG,IAAI,CAAC;YAClC,CAAC;QACH,CAAC;IACH,CAAC;IAED;;OAEG;IACH,iBAAiB,CAAC,WAAqB,EAAE,MAAc;QACrD,IAAI,IAAI,CAAC,IAAI,IAAI,IAAI,CAAC,mBAAmB,KAAK,IAAI,EAAE,CAAC;YACnD,IAAI,CAAC;gBACH,MAAM,gBAAgB,GAAG,IAAI,KAAK,CAAC,WAAW,CAAC,MAAM,CAAC,CAAC,IAAI,CAAC,CAAC,GAAG,WAAW,CAAC,MAAM,CAAC,CAAC;gBACpF,IAAI,CAAC,IAAI,CAAC,OAAO,CAAC,IAAI,CAAC,mBAAmB,EAAE,WAAW,EAAE,gBAAgB,EAAE,MAAM,CAAC,CAAC;YACrF,CAAC;YAAC,MAAM,CAAC;gBACP,qBAAqB;YACvB,CAAC;QACH,CAAC;IACH,CAAC;IAED;;OAEG;IACH,aAAa,CAAC,OAAgB,EAAE,OAAgB;QAC9C,MAAM,CAAC,GAAG,OAAO,IAAI,CAAC,OAAO,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC;QAE3C,IAAI,IAAI,CAAC,IAAI,IAAI,IAAI,CAAC,mBAAmB,KAAK,IAAI,EAAE,CAAC;YACnD,IAAI,CAAC;gBACH,IAAI,CAAC,IAAI,CAAC,aAAa,CAAC,IAAI,CAAC,mBAAmB,EAAE,CAAC,CAAC,CAAC;YACvD,CAAC;YAAC,MAAM,CAAC;gBACP,oBAAoB;YACtB,CAAC;QACH,CAAC;QAED,IAAI,CAAC,mBAAmB,GAAG,IAAI,CAAC;IAClC,CAAC;IAED;;OAEG;IACH,kBAAkB,CAAC,KAAa;QAC9B,IAAI,IAAI,CAAC,IAAI,IAAI,IAAI,CAAC,mBAAmB,KAAK,IAAI,EAAE,CAAC;YACnD,IAAI,CAAC;gBACH,IAAI,CAAC,IAAI,CAAC,QAAQ,CAAC,IAAI,CAAC,mBAAmB,EAAE,KAAK,CAAC,CAAC;YACtD,CAAC;YAAC,MAAM,CAAC;gBACP,sBAAsB;YACxB,CAAC;QACH,CAAC;IACH,CAAC;IAED,4EAA4E;IAC5E,2CAA2C;IAC3C,4EAA4E;IAE5E;;OAEG;IACH,KAAK,CAAC,aAAa,CACjB,KAAa,EACb,MAAc,EACd,MAAc,EACd,SAAiB,EACjB,IAAa,EACb,QAA8B;QAE9B,MAAM,UAAU,GAAG,IAAI,CAAC,KAAK,CAAC,KAAK,CAAC,CAAC;QACrC,MAAM,cAAc,GAAG,IAAI,CAAC,KAAK,CAAC,SAAS,CAAC,CAAC;QAE7C,uBAAuB;QACvB,MAAM,IAAI,CAAC,OAAO,CAAC,YAAY,CAAC;YAC9B,KAAK,EAAE,UAAU;YACjB,MAAM;YACN,MAAM;YACN,SAAS,EAAE,cAAc;YACzB,IAAI;YACJ,QAAQ;SACT,CAAC,CAAC;QAEH,6CAA6C;QAC7C,IAAI,CAAC,IAAI,CAAC,eAAe,CAAC,GAAG,CAAC,KAAK,CAAC,EAAE,CAAC;YACrC,IAAI,CAAC,eAAe,CAAC,GAAG,CAAC,KAAK,EAAE,IAAI,GAAG,EAAE,CAAC,CAAC;QAC7C,CAAC;QACD,MAAM,QAAQ,GAAG,IAAI,CAAC,eAAe,CAAC,GAAG,CAAC,KAAK,CAAE,CAAC;QAClD,MAAM,QAAQ,GAAG,QAAQ,CAAC,GAAG,CAAC,MAAM,CAAC,IAAI,GAAG,CAAC;QAC7C,MAAM,QAAQ,GAAG,QAAQ,GAAG,IAAI,CAAC,MAAM,CAAC,YAAY,GAAG,CAAC,MAAM,GAAG,QAAQ,CAAC,CAAC;QAC3E,QAAQ,CAAC,GAAG,CAAC,MAAM,EAAE,QAAQ,CAAC,CAAC;IACjC,CAAC;IAED;;OAEG;IACH,YAAY,CAAC,OAAqB;QAChC,IAAI,CAAC,iBAAiB,CAAC,IAAI,CAAC,OAAO,CAAC,CAAC;IACvC,CAAC;IAED;;OAEG;IACH,KAAK,CAAC,iBAAiB;QACrB,IAAI,IAAI,CAAC,iBAAiB,CAAC,MAAM,KAAK,CAAC;YAAE,OAAO,CAAC,CAAC;QAElD,MAAM,KAAK,GAAG,IAAI,CAAC,iBAAiB,CAAC,MAAM,CAAC;QAE5C,IAAI,IAAI,CAAC,QAAQ,EAAE,CAAC;YAClB,4CAA4C;YAC5C,MAAM,IAAI,CAAC,QAAQ,CAAC,mBAAmB,CAAC,IAAI,CAAC,iBAAiB,CAAC,CAAC;QAClE,CAAC;aAAM,CAAC;YACN,sBAAsB;YACtB,KAAK,MAAM,EAAE,IAAI,IAAI,CAAC,iBAAiB,EAAE,CAAC;gBACxC,MAAM,IAAI,CAAC,aAAa,CAAC,EAAE,CAAC,KAAK,EAAE,EAAE,CAAC,MAAM,EAAE,EAAE,CAAC,MAAM,EAAE,EAAE,CAAC,SAAS,EAAE,EAAE,CAAC,IAAI,EAAE,EAAE,CAAC,QAAQ,CAAC,CAAC;YAC/F,CAAC;QACH,CAAC;QAED,IAAI,CAAC,iBAAiB,GAAG,EAAE,CAAC;QAC5B,OAAO,KAAK,CAAC;IACf,CAAC;IAED;;OAEG;IACH,KAAK,CAAC,gBAAgB,CAAC,KAAa,EAAE,IAAY,CAAC;QACjD,MAAM,UAAU,GAAG,IAAI,CAAC,KAAK,CAAC,KAAK,CAAC,CAAC;QACrC,OAAO,IAAI,CAAC,OAAO,CAAC,aAAa,CAAC,UAAU,EAAE,CAAC,CAAC,CAAC;IACnD,CAAC;IAED,4EAA4E;IAC5E,wBAAwB;IACxB,4EAA4E;IAE5E;;OAEG;IACH,qBAAqB,CAAC,OAAe,EAAE,QAAgB,EAAE,MAAgB;QACvE,IAAI,CAAC,qBAAqB,CAAC,GAAG,CAAC,OAAO,EAAE,EAAE,QAAQ,EAAE,MAAM,EAAE,CAAC,CAAC;IAChE,CAAC;IAED;;OAEG;IACH,mBAAmB,CAAC,OAAe;QACjC,OAAO,IAAI,CAAC,qBAAqB,CAAC,GAAG,CAAC,OAAO,CAAC,CAAC;IACjD,CAAC;IAED;;OAEG;IACH,KAAK,CAAC,gBAAgB,CAAC,IAAY,EAAE,IAAa;QAChD,oDAAoD;QACpD,MAAM,SAAS,GAAG,IAAI,CAAC,WAAW,EAAE,CAAC;QAErC,KAAK,MAAM,CAAC,OAAO,EAAE,MAAM,CAAC,IAAI,IAAI,CAAC,qBAAqB,EAAE,CAAC;YAC3D,IAAI,SAAS,CAAC,QAAQ,CAAC,OAAO,CAAC,EAAE,CAAC;gBAChC,MAAM,YAAY,GAAG,MAAM,CAAC,MAAM,CAAC,CAAC,CAAC,IAAI,OAAO,CAAC;gBACjD,MAAM,UAAU,GAAG,MAAM,CAAC,MAAM,CAAC,KAAK,CAAC,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,EAAE,CAAC,CAAC,EAAE,KAAK,EAAE,CAAC,EAAE,UAAU,EAAE,GAAG,EAAE,CAAC,CAAC,CAAC;gBAEpF,OAAO;oBACL,KAAK,EAAE,YAAY;oBACnB,UAAU,EAAE,MAAM,CAAC,QAAQ,KAAK,UAAU,CAAC,CAAC,CAAC,IAAI,CAAC,CAAC;wBACvC,MAAM,CAAC,QAAQ,KAAK,MAAM,CAAC,CAAC,CAAC,IAAI,CAAC,CAAC;4BACnC,MAAM,CAAC,QAAQ,KAAK,QAAQ,CAAC,CAAC,CAAC,IAAI,CAAC,CAAC,CAAC,IAAI;oBACtD,MAAM,EAAE,mBAAmB,OAAO,EAAE;oBACpC,UAAU;iBACX,CAAC;YACJ,CAAC;QACH,CAAC;QAED,+BAA+B;QAC/B,OAAO,IAAI,CAAC,KAAK,CAAC,IAAI,EAAE,IAAI,CAAC,CAAC;IAChC,CAAC;IAED;;OAEG;IACH,yBAAyB;QACvB,MAAM,QAAQ,GAAsC;YAClD,CAAC,YAAY,EAAE,MAAM,EAAE,CAAC,YAAY,EAAE,OAAO,CAAC,CAAC;YAC/C,CAAC,UAAU,EAAE,MAAM,EAAE,CAAC,sBAAsB,CAAC,CAAC;YAC9C,CAAC,OAAO,EAAE,UAAU,EAAE,CAAC,kBAAkB,EAAE,QAAQ,CAAC,CAAC;YACrD,CAAC,KAAK,EAAE,QAAQ,EAAE,CAAC,WAAW,CAAC,CAAC;YAChC,CAAC,UAAU,EAAE,UAAU,EAAE,CAAC,kBAAkB,CAAC,CAAC;YAC9C,CAAC,WAAW,EAAE,KAAK,EAAE,CAAC,sBAAsB,CAAC,CAAC;YAC9C,CAAC,UAAU,EAAE,QAAQ,EAAE,CAAC,YAAY,CAAC,CAAC;YACtC,CAAC,UAAU,EAAE,QAAQ,EAAE,CAAC,OAAO,EAAE,UAAU,CAAC,CAAC;YAC7C,CAAC,UAAU,EAAE,MAAM,EAAE,CAAC,QAAQ,CAAC,CAAC;YAChC,CAAC,UAAU,EAAE,KAAK,EAAE,CAAC,YAAY,CAAC,CAAC;YACnC,CAAC,SAAS,EAAE,QAAQ,EAAE,CAAC,SAAS,CAAC,CAAC;YAClC,CAAC,aAAa,EAAE,KAAK,EAAE,CAAC,WAAW,CAAC,CAAC;SACtC,CAAC;QAEF,KAAK,MAAM,CAAC,OAAO,EAAE,QAAQ,EAAE,MAAM,CAAC,IAAI,QAAQ,EAAE,CAAC;YACnD,IAAI,CAAC,qBAAqB,CAAC,GAAG,CAAC,OAAO,EAAE,EAAE,QAAQ,EAAE,MAAM,EAAE,CAAC,CAAC;QAChE,CAAC;IACH,CAAC;IAED,4EAA4E;IAC5E,2BAA2B;IAC3B,4EAA4E;IAE5E;;OAEG;IACH,YAAY,CAAC,KAAa,EAAE,KAAa;QACvC,IAAI,CAAC,IAAI,CAAC,cAAc,CAAC,GAAG,CAAC,KAAK,CAAC,EAAE,CAAC;YACpC,IAAI,CAAC,cAAc,CAAC,GAAG,CAAC,KAAK,EAAE,IAAI,GAAG,EAAE,CAAC,CAAC;QAC5C,CAAC;QACD,IAAI,CAAC,IAAI,CAAC,cAAc,CAAC,GAAG,CAAC,KAAK,CAAC,EAAE,CAAC;YACpC,IAAI,CAAC,cAAc,CAAC,GAAG,CAAC,KAAK,EAAE,IAAI,GAAG,EAAE,CAAC,CAAC;QAC5C,CAAC;QAED,MAAM,MAAM,GAAG,IAAI,CAAC,cAAc,CAAC,GAAG,CAAC,KAAK,CAAE,CAAC,GAAG,CAAC,KAAK,CAAC,IAAI,CAAC,CAAC;QAC/D,IAAI,CAAC,cAAc,CAAC,GAAG,CAAC,KAAK,CAAE,CAAC,GAAG,CAAC,KAAK,EAAE,MAAM,GAAG,CAAC,CAAC,CAAC;QAEvD,MAAM,MAAM,GAAG,IAAI,CAAC,cAAc,CAAC,GAAG,CAAC,KAAK,CAAE,CAAC,GAAG,CAAC,KAAK,CAAC,IAAI,CAAC,CAAC;QAC/D,IAAI,CAAC,cAAc,CAAC,GAAG,CAAC,KAAK,CAAE,CAAC,GAAG,CAAC,KAAK,EAAE,MAAM,GAAG,CAAC,CAAC,CAAC;IACzD,CAAC;IAED;;OAEG;IACH,kBAAkB,CAAC,IAAY,EAAE,OAAe,CAAC;QAC/C,MAAM,OAAO,GAAG,IAAI,CAAC,cAAc,CAAC,GAAG,CAAC,IAAI,CAAC,CAAC;QAC9C,IAAI,CAAC,OAAO;YAAE,OAAO,EAAE,CAAC;QAExB,OAAO,KAAK,CAAC,IAAI,CAAC,OAAO,CAAC,OAAO,EAAE,CAAC;aACjC,IAAI,CAAC,CAAC,CAAC,EAAE,CAAC,EAAE,EAAE,CAAC,CAAC,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,CAAC,CAAC;aAC3B,KAAK,CAAC,CAAC,EAAE,IAAI,CAAC;aACd,GAAG,CAAC,CAAC,CAAC,CAAC,EAAE,KAAK,CAAC,EAAE,EAAE,CAAC,CAAC,EAAE,IAAI,EAAE,CAAC,EAAE,KAAK,EAAE,CAAC,CAAC,CAAC;IAC/C,CAAC;IAED,4EAA4E;IAC5E,yBAAyB;IACzB,4EAA4E;IAE5E;;OAEG;IACH,cAAc,CAAC,YAAoB,EAAE,GAAW;QAC9C,IAAI,CAAC,IAAI,CAAC,aAAa,CAAC,GAAG,CAAC,YAAY,CAAC,EAAE,CAAC;YAC1C,IAAI,CAAC,aAAa,CAAC,GAAG,CAAC,YAAY,EAAE,EAAE,CAAC,CAAC;QAC3C,CAAC;QACD,MAAM,KAAK,GAAG,IAAI,CAAC,aAAa,CAAC,GAAG,CAAC,YAAY,CAAE,CAAC;QACpD,IAAI,CAAC,KAAK,CAAC,QAAQ,CAAC,GAAG,CAAC,EAAE,CAAC;YACzB,KAAK,CAAC,IAAI,CAAC,GAAG,CAAC,CAAC;QAClB,CAAC;IACH,CAAC;IAED;;OAEG;IACH,iBAAiB,CAAC,KAAa;QAC7B,cAAc;QACd,IAAI,IAAI,CAAC,aAAa,CAAC,GAAG,CAAC,KAAK,CAAC,EAAE,CAAC;YAClC,OAAO,IAAI,CAAC,aAAa,CAAC,GAAG,CAAC,KAAK,CAAE,CAAC;QACxC,CAAC;QAED,sCAAsC;QACtC,MAAM,UAAU,GAAG,IAAI,CAAC,KAAK,CAAC,KAAK,CAAC,CAAC;QACrC,MAAM,OAAO,GAAoE,EAAE,CAAC;QAEpF,KAAK,MAAM,CAAC,OAAO,EAAE,KAAK,CAAC,IAAI,IAAI,CAAC,aAAa,EAAE,CAAC;YAClD,MAAM,YAAY,GAAG,IAAI,CAAC,KAAK,CAAC,OAAO,CAAC,CAAC;YACzC,MAAM,UAAU,GAAG,IAAI,CAAC,gBAAgB,CAAC,UAAU,EAAE,YAAY,CAAC,CAAC;YACnE,IAAI,UAAU,GAAG,GAAG,EAAE,CAAC;gBACrB,OAAO,CAAC,IAAI,CAAC,EAAE,OAAO,EAAE,UAAU,EAAE,KAAK,EAAE,CAAC,CAAC;YAC/C,CAAC;QACH,CAAC;QAED,IAAI,OAAO,CAAC,MAAM,KAAK,CAAC;YAAE,OAAO,EAAE,CAAC;QAEpC,yCAAyC;QACzC,OAAO,CAAC,IAAI,CAAC,CAAC,CAAC,EAAE,CAAC,EAAE,EAAE,CAAC,CAAC,CAAC,UAAU,GAAG,CAAC,CAAC,UAAU,CAAC,CAAC;QACpD,OAAO,OAAO,CAAC,CAAC,CAAC,CAAC,KAAK,CAAC;IAC1B,CAAC;IAED,4EAA4E;IAC5E,6BAA6B;IAC7B,4EAA4E;IAE5E;;OAEG;IACH,IAAI;QACF,IAAI,IAAI,CAAC,IAAI,EAAE,CAAC;YACd,IAAI,CAAC;gBACH,OAAO,IAAI,CAAC,IAAI,CAAC,IAAI,EAAE,CAAC;YAC1B,CAAC;YAAC,MAAM,CAAC;gBACP,OAAO,IAAI,CAAC;YACd,CAAC;QACH,CAAC;QACD,OAAO,IAAI,CAAC;IACd,CAAC;IAED;;OAEG;IACH,UAAU;QACR,IAAI,IAAI,CAAC,IAAI,EAAE,CAAC;YACd,IAAI,CAAC;gBACH,OAAO,IAAI,CAAC,IAAI,CAAC,UAAU,EAAE,CAAC;YAChC,CAAC;YAAC,MAAM,CAAC;gBACP,OAAO,IAAI,CAAC;YACd,CAAC;QACH,CAAC;QACD,OAAO,IAAI,CAAC;IACd,CAAC;IAED,4EAA4E;IAC5E,aAAa;IACb,4EAA4E;IAE5E;;OAEG;IACH,QAAQ;QACN,MAAM,YAAY,GAAG,IAAI,CAAC,OAAO,CAAC,QAAQ,EAAE,CAAC;QAE7C,IAAI,SAAS,GAAqB,IAAI,CAAC;QACvC,IAAI,IAAI,CAAC,IAAI,EAAE,CAAC;YACd,IAAI,CAAC;gBACH,SAAS,GAAG,IAAI,CAAC,IAAI,CAAC,QAAQ,EAAE,CAAC;YACnC,CAAC;YAAC,MAAM,CAAC;gBACP,gBAAgB;YAClB,CAAC;QACH,CAAC;QAED,yCAAyC;QACzC,IAAI,WAAW,GAAG,CAAC,CAAC;QACpB,IAAI,WAAW,GAAG,CAAC,CAAC;QACpB,KAAK,MAAM,QAAQ,IAAI,IAAI,CAAC,eAAe,CAAC,MAAM,EAAE,EAAE,CAAC;YACrD,KAAK,MAAM,MAAM,IAAI,QAAQ,CAAC,MAAM,EAAE,EAAE,CAAC;gBACvC,WAAW,IAAI,MAAM,CAAC;gBACtB,WAAW,EAAE,CAAC;YAChB,CAAC;QACH,CAAC;QAED,MAAM,aAAa,GAAG,IAAI,CAAC,QAAQ,EAAE,QAAQ,EAAE,IAAI,EAAE,OAAO,EAAE,KAAK,EAAE,OAAO,EAAE,CAAC,EAAE,IAAI,EAAE,CAAC,EAAE,MAAM,EAAE,CAAC,EAAE,CAAC;QAEtG,OAAO;YACL,aAAa,EAAE,IAAI,CAAC,QAAQ,CAAC,IAAI;YACjC,gBAAgB,EAAE,IAAI,CAAC,MAAM,CAAC,YAAY;YAE1C,aAAa,EAAE,YAAY,CAAC,YAAY;YACxC,iBAAiB,EAAE,YAAY,CAAC,eAAe;YAC/C,SAAS,EAAE,WAAW,GAAG,CAAC,CAAC,CAAC,CAAC,WAAW,GAAG,WAAW,CAAC,CAAC,CAAC,CAAC;YAE1D,WAAW,EAAE,IAAI,CAAC,IAAI,KAAK,IAAI;YAC/B,oBAAoB,EAAE,SAAS,EAAE,oBAAoB,IAAI,CAAC;YAC1D,eAAe,EAAE,SAAS,EAAE,eAAe,IAAI,CAAC;YAChD,gBAAgB,EAAE,SAAS,EAAE,gBAAgB,IAAI,CAAC;YAClD,eAAe,EAAE,SAAS,EAAE,eAAe,IAAI,CAAC;YAChD,iBAAiB,EAAE,SAAS,EAAE,iBAAiB,IAAI,CAAC;YAEpD,eAAe,EAAE,IAAI,CAAC,eAAe,CAAC,IAAI;YAC1C,aAAa,EAAE,IAAI,CAAC,aAAa,CAAC,IAAI;YACtC,cAAc,EAAE,IAAI,CAAC,cAAc,CAAC,IAAI;YACxC,cAAc,EAAE,IAAI,CAAC,qBAAqB,CAAC,IAAI;YAE/C,gBAAgB,EAAE,IAAI,CAAC,SAAS,KAAK,IAAI;YACzC,WAAW,EAAE,IAAI,CAAC,SAAS;YAE3B,eAAe,EAAE,aAAa,CAAC,OAAO;YACtC,eAAe,EAAE,aAAa,CAAC,OAAO;YACtC,YAAY,EAAE,aAAa,CAAC,IAAI;YAChC,cAAc,EAAE,aAAa,CAAC,MAAM;SACrC,CAAC;IACJ,CAAC;IAED,4EAA4E;IAC5E,cAAc;IACd,4EAA4E;IAE5E;;OAEG;IACH,MAAM;QACJ,OAAO;YACL,OAAO,EAAE,OAAO;YAChB,QAAQ,EAAE,IAAI,IAAI,EAAE,CAAC,WAAW,EAAE;YAClC,MAAM,EAAE,IAAI,CAAC,MAAM;YAEnB,QAAQ,EAAE,KAAK,CAAC,IAAI,CAAC,IAAI,CAAC,QAAQ,CAAC,MAAM,EAAE,CAAC;YAE5C,eAAe,EAAE,MAAM,CAAC,WAAW,CACjC,KAAK,CAAC,IAAI,CAAC,IAAI,CAAC,eAAe,CAAC,OAAO,EAAE,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,CAAC,EAAE,CAAC,CAAC,EAAE,EAAE,CAAC;gBACzD,CAAC;gBACD,MAAM,CAAC,WAAW,CAAC,CAAC,CAAC;aACtB,CAAC,CACH;YAED,aAAa,EAAE,MAAM,CAAC,WAAW,CAAC,IAAI,CAAC,aAAa,CAAC;YAErD,cAAc,EAAE,MAAM,CAAC,WAAW,CAChC,KAAK,CAAC,IAAI,CAAC,IAAI,CAAC,cAAc,CAAC,OAAO,EAAE,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,CAAC,EAAE,CAAC,CAAC,EAAE,EAAE,CAAC;gBACxD,CAAC;gBACD,MAAM,CAAC,WAAW,CAAC,CAAC,CAAC;aACtB,CAAC,CACH;YAED,aAAa,EAAE,MAAM,CAAC,WAAW,CAAC,IAAI,CAAC,aAAa,CAAC;YAErD,qBAAqB,EAAE,MAAM,CAAC,WAAW,CACvC,KAAK,CAAC,IAAI,CAAC,IAAI,CAAC,qBAAqB,CAAC,OAAO,EAAE,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,CAAC,EAAE,CAAC,CAAC,EAAE,EAAE,CAAC,CAAC,CAAC,EAAE,CAAC,CAAC,CAAC,CACzE;YAED,KAAK,EAAE,IAAI,CAAC,QAAQ,EAAE;SACvB,CAAC;IACJ,CAAC;IAED;;OAEG;IACH,MAAM,CAAC,IAAyB,EAAE,QAAiB,KAAK;QACtD,IAAI,CAAC,KAAK,EAAE,CAAC;YACX,IAAI,CAAC,QAAQ,CAAC,KAAK,EAAE,CAAC;YACtB,IAAI,CAAC,eAAe,CAAC,KAAK,EAAE,CAAC;YAC7B,IAAI,CAAC,aAAa,CAAC,KAAK,EAAE,CAAC;YAC3B,IAAI,CAAC,cAAc,CAAC,KAAK,EAAE,CAAC;YAC5B,IAAI,CAAC,aAAa,CAAC,KAAK,EAAE,CAAC;QAC7B,CAAC;QAED,kBAAkB;QAClB,IAAI,IAAI,CAAC,QAAQ,EAAE,CAAC;YAClB,KAAK,MAAM,GAAG,IAAI,IAAI,CAAC,QAAQ,EAAE,CAAC;gBAChC,IAAI,CAAC,QAAQ,CAAC,GAAG,CAAC,GAAG,CAAC,EAAE,EAAE,GAAG,CAAC,CAAC;YACjC,CAAC;QACH,CAAC;QAED,0BAA0B;QAC1B,IAAI,IAAI,CAAC,eAAe,EAAE,CAAC;YACzB,KAAK,MAAM,CAAC,KAAK,EAAE,OAAO,CAAC,IAAI,MAAM,CAAC,OAAO,CAAC,IAAI,CAAC,eAAe,CAAC,EAAE,CAAC;gBACpE,MAAM,GAAG,GAAG,IAAI,GAAG,CAAC,MAAM,CAAC,OAAO,CAAC,OAAiC,CAAC,CAAC,CAAC;gBACvE,IAAI,KAAK,IAAI,IAAI,CAAC,eAAe,CAAC,GAAG,CAAC,KAAK,CAAC,EAAE,CAAC;oBAC7C,MAAM,QAAQ,GAAG,IAAI,CAAC,eAAe,CAAC,GAAG,CAAC,KAAK,CAAE,CAAC;oBAClD,KAAK,MAAM,CAAC,MAAM,EAAE,KAAK,CAAC,IAAI,GAAG,EAAE,CAAC;wBAClC,QAAQ,CAAC,GAAG,CAAC,MAAM,EAAE,IAAI,CAAC,GAAG,CAAC,QAAQ,CAAC,GAAG,CAAC,MAAM,CAAC,IAAI,CAAC,EAAE,KAAK,CAAC,CAAC,CAAC;oBACnE,CAAC;gBACH,CAAC;qBAAM,CAAC;oBACN,IAAI,CAAC,eAAe,CAAC,GAAG,CAAC,KAAK,EAAE,GAAG,CAAC,CAAC;gBACvC,CAAC;YACH,CAAC;QACH,CAAC;QAED,wBAAwB;QACxB,IAAI,IAAI,CAAC,aAAa,EAAE,CAAC;YACvB,KAAK,MAAM,CAAC,OAAO,EAAE,KAAK,CAAC,IAAI,MAAM,CAAC,OAAO,CAAC,IAAI,CAAC,aAAa,CAAC,EAAE,CAAC;gBAClE,IAAI,KAAK,IAAI,IAAI,CAAC,aAAa,CAAC,GAAG,CAAC,OAAO,CAAC,EAAE,CAAC;oBAC7C,MAAM,QAAQ,GAAG,IAAI,CAAC,aAAa,CAAC,GAAG,CAAC,OAAO,CAAE,CAAC;oBAClD,KAAK,MAAM,GAAG,IAAI,KAAiB,EAAE,CAAC;wBACpC,IAAI,CAAC,QAAQ,CAAC,QAAQ,CAAC,GAAG,CAAC;4BAAE,QAAQ,CAAC,IAAI,CAAC,GAAG,CAAC,CAAC;oBAClD,CAAC;gBACH,CAAC;qBAAM,CAAC;oBACN,IAAI,CAAC,aAAa,CAAC,GAAG,CAAC,OAAO,EAAE,KAAiB,CAAC,CAAC;gBACrD,CAAC;YACH,CAAC;QACH,CAAC;QAED,0BAA0B;QAC1B,IAAI,IAAI,CAAC,cAAc,EAAE,CAAC;YACxB,KAAK,MAAM,CAAC,IAAI,EAAE,OAAO,CAAC,IAAI,MAAM,CAAC,OAAO,CAAC,IAAI,CAAC,cAAc,CAAC,EAAE,CAAC;gBAClE,MAAM,GAAG,GAAG,IAAI,GAAG,CAAC,MAAM,CAAC,OAAO,CAAC,OAAiC,CAAC,CAAC,CAAC;gBACvE,IAAI,KAAK,IAAI,IAAI,CAAC,cAAc,CAAC,GAAG,CAAC,IAAI,CAAC,EAAE,CAAC;oBAC3C,MAAM,QAAQ,GAAG,IAAI,CAAC,cAAc,CAAC,GAAG,CAAC,IAAI,CAAE,CAAC;oBAChD,KAAK,MAAM,CAAC,CAAC,EAAE,KAAK,CAAC,IAAI,GAAG,EAAE,CAAC;wBAC7B,QAAQ,CAAC,GAAG,CAAC,CAAC,EAAE,CAAC,QAAQ,CAAC,GAAG,CAAC,CAAC,CAAC,IAAI,CAAC,CAAC,GAAG,KAAK,CAAC,CAAC;oBAClD,CAAC;gBACH,CAAC;qBAAM,CAAC;oBACN,IAAI,CAAC,cAAc,CAAC,GAAG,CAAC,IAAI,EAAE,GAAG,CAAC,CAAC;gBACrC,CAAC;YACH,CAAC;QACH,CAAC;QAED,wBAAwB;QACxB,IAAI,IAAI,CAAC,aAAa,EAAE,CAAC;YACvB,KAAK,MAAM,CAAC,GAAG,EAAE,KAAK,CAAC,IAAI,MAAM,CAAC,OAAO,CAAC,IAAI,CAAC,aAAa,CAAC,EAAE,CAAC;gBAC9D,IAAI,CAAC,aAAa,CAAC,GAAG,CAAC,GAAG,EAAE,KAAe,CAAC,CAAC;YAC/C,CAAC;QACH,CAAC;QAED,iCAAiC;QACjC,IAAI,IAAI,CAAC,qBAAqB,EAAE,CAAC;YAC/B,KAAK,MAAM,CAAC,OAAO,EAAE,MAAM,CAAC,IAAI,MAAM,CAAC,OAAO,CAAC,IAAI,CAAC,qBAAqB,CAAC,EAAE,CAAC;gBAC3E,MAAM,WAAW,GAAG,MAAgD,CAAC;gBACrE,IAAI,CAAC,qBAAqB,CAAC,GAAG,CAAC,OAAO,EAAE,WAAW,CAAC,CAAC;YACvD,CAAC;QACH,CAAC;IACH,CAAC;IAED;;OAEG;IACH,KAAK;QACH,IAAI,CAAC,QAAQ,CAAC,KAAK,EAAE,CAAC;QACtB,IAAI,CAAC,eAAe,CAAC,KAAK,EAAE,CAAC;QAC7B,IAAI,CAAC,aAAa,CAAC,KAAK,EAAE,CAAC;QAC3B,IAAI,CAAC,cAAc,CAAC,KAAK,EAAE,CAAC;QAC5B,IAAI,CAAC,aAAa,CAAC,KAAK,EAAE,CAAC;QAC3B,IAAI,CAAC,qBAAqB,CAAC,KAAK,EAAE,CAAC;QACnC,IAAI,CAAC,OAAO,CAAC,KAAK,EAAE,CAAC;IACvB,CAAC;IAED,4EAA4E;IAC5E,iDAAiD;IACjD,4EAA4E;IAE5E,8BAA8B;IAC9B,IAAI,QAAQ;QACV,MAAM,MAAM,GAA2C,EAAE,CAAC;QAC1D,KAAK,MAAM,CAAC,KAAK,EAAE,OAAO,CAAC,IAAI,IAAI,CAAC,eAAe,EAAE,CAAC;YACpD,MAAM,CAAC,KAAK,CAAC,GAAG,MAAM,CAAC,WAAW,CAAC,OAAO,CAAC,CAAC;QAC9C,CAAC;QACD,OAAO,MAAM,CAAC;IAChB,CAAC;IAED,mCAAmC;IACnC,IAAI,cAAc;QAChB,MAAM,SAAS,GAAe,EAAE,CAAC;QACjC,KAAK,MAAM,CAAC,IAAI,EAAE,OAAO,CAAC,IAAI,IAAI,CAAC,cAAc,EAAE,CAAC;YAClD,MAAM,MAAM,GAAG,KAAK,CAAC,IAAI,CAAC,OAAO,CAAC,OAAO,EAAE,CAAC;iBACzC,IAAI,CAAC,CAAC,CAAC,EAAE,CAAC,EAAE,EAAE,CAAC,CAAC,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,CAAC,CAAC;iBAC3B,GAAG,CAAC,CAAC,CAAC,CAAC,CAAC,EAAE,EAAE,CAAC,CAAC,CAAC,CAAC;YACnB,IAAI,MAAM,CAAC,MAAM,GAAG,CAAC,EAAE,CAAC;gBACtB,SAAS,CAAC,IAAI,CAAC,CAAC,IAAI,EAAE,GAAG,MAAM,CAAC,KAAK,CAAC,CAAC,EAAE,CAAC,CAAC,CAAC,CAAC,CAAC;YAChD,CAAC;QACH,CAAC;QACD,OAAO,SAAS,CAAC;IACnB,CAAC;IAED,4BAA4B;IAC5B,IAAI,MAAM;QACR,OAAO,MAAM,CAAC,WAAW,CAAC,IAAI,CAAC,aAAa,CAAC,CAAC;IAChD,CAAC;CACF;AA1gCD,gDA0gCC;AAED,+EAA+E;AAC/E,oBAAoB;AACpB,+EAA+E;AAE/E;;GAEG;AACH,SAAgB,wBAAwB,CAAC,MAA2B;IAClE,OAAO,IAAI,kBAAkB,CAAC,MAAM,CAAC,CAAC;AACxC,CAAC;AAED;;GAEG;AACH,SAAgB,2BAA2B;IACzC,OAAO,IAAI,kBAAkB,CAAC;QAC5B,YAAY,EAAE,GAAG;QACjB,WAAW,EAAE,MAAM;QACnB,WAAW,EAAE,MAAM;QACnB,UAAU,EAAE,IAAI;QAChB,eAAe,EAAE,IAAI;QACrB,UAAU,EAAE;YACV,SAAS,EAAE,GAAG;YACd,aAAa,EAAE,CAAC;YAChB,YAAY,EAAE,EAAE;YAChB,eAAe,EAAE,GAAG;SACrB;KACF,CAAC,CAAC;AACL,CAAC;AAED;;GAEG;AACH,SAAgB,uBAAuB;IACrC,OAAO,IAAI,kBAAkB,CAAC;QAC5B,YAAY,EAAE,GAAG;QACjB,WAAW,EAAE,KAAK;QAClB,WAAW,EAAE,IAAI;QACjB,UAAU,EAAE,KAAK;QACjB,eAAe,EAAE,KAAK;KACvB,CAAC,CAAC;AACL,CAAC;AAED,kBAAe,kBAAkB,CAAC"} \ No newline at end of file diff --git a/npm/packages/ruvector/src/core/learning-engine.d.ts b/npm/packages/ruvector/src/core/learning-engine.d.ts deleted file mode 100644 index ef5f8df25d..0000000000 --- a/npm/packages/ruvector/src/core/learning-engine.d.ts +++ /dev/null @@ -1,160 +0,0 @@ -/** - * Multi-Algorithm Learning Engine - * Supports 9 RL algorithms for intelligent hooks optimization - */ -export type LearningAlgorithm = 'q-learning' | 'sarsa' | 'double-q' | 'actor-critic' | 'ppo' | 'decision-transformer' | 'monte-carlo' | 'td-lambda' | 'dqn'; -export type TaskType = 'agent-routing' | 'error-avoidance' | 'confidence-scoring' | 'trajectory-learning' | 'context-ranking' | 'memory-recall'; -export interface LearningConfig { - algorithm: LearningAlgorithm; - learningRate: number; - discountFactor: number; - epsilon: number; - lambda?: number; - clipRange?: number; - entropyCoef?: number; - sequenceLength?: number; -} -export interface Experience { - state: string; - action: string; - reward: number; - nextState: string; - done: boolean; - timestamp?: number; -} -export interface LearningTrajectory { - experiences: Experience[]; - totalReward: number; - completed: boolean; -} -export interface AlgorithmStats { - algorithm: LearningAlgorithm; - updates: number; - avgReward: number; - convergenceScore: number; - lastUpdate: number; -} -export declare class LearningEngine { - private configs; - private qTables; - private qTables2; - private eligibilityTraces; - private actorWeights; - private criticValues; - private trajectories; - private stats; - private rewardHistory; - constructor(); - /** - * Configure algorithm for a specific task type - */ - configure(task: TaskType, config: Partial): void; - /** - * Get current configuration for a task - */ - getConfig(task: TaskType): LearningConfig; - /** - * Update Q-value using the appropriate algorithm - */ - update(task: TaskType, experience: Experience): number; - /** - * Get best action for a state - */ - getBestAction(task: TaskType, state: string, actions: string[]): { - action: string; - confidence: number; - }; - /** - * Get action probabilities (for Actor-Critic and PPO) - */ - getActionProbabilities(state: string, actions: string[]): Map; - /** - * Standard Q-Learning: Q(s,a) += α * (r + γ * max_a' Q(s',a') - Q(s,a)) - */ - private qLearningUpdate; - /** - * SARSA: On-policy, more conservative - * Q(s,a) += α * (r + γ * Q(s',a') - Q(s,a)) - */ - private sarsaUpdate; - /** - * Double Q-Learning: Reduces overestimation bias - * Uses two Q-tables, randomly updates one using the other for target - */ - private doubleQUpdate; - /** - * Actor-Critic: Policy gradient with value baseline - */ - private actorCriticUpdate; - /** - * PPO: Clipped policy gradient for stable training - */ - private ppoUpdate; - /** - * TD(λ): Temporal difference with eligibility traces - */ - private tdLambdaUpdate; - /** - * Monte Carlo: Full episode learning - */ - private monteCarloUpdate; - /** - * Decision Transformer: Sequence modeling for trajectories - */ - private decisionTransformerUpdate; - /** - * DQN: Deep Q-Network (simplified without actual neural network) - * Uses experience replay and target network concepts - */ - private dqnUpdate; - private getQTable; - private getQTable2; - private getEligibilityTraces; - private softmaxConfidence; - private addToCurrentTrajectory; - private sampleFromReplay; - private updateStats; - /** - * Get statistics for all algorithms - */ - getStats(): Map; - /** - * Get statistics summary - */ - getStatsSummary(): { - bestAlgorithm: LearningAlgorithm; - totalUpdates: number; - avgReward: number; - algorithms: AlgorithmStats[]; - }; - /** - * Export state for persistence - */ - export(): { - qTables: Record>; - qTables2: Record>; - criticValues: Record; - trajectories: LearningTrajectory[]; - stats: Record; - configs: Record; - rewardHistory: number[]; - }; - /** - * Import state from persistence - */ - import(data: ReturnType): void; - /** - * Clear all learning data - */ - clear(): void; - /** - * Get available algorithms - */ - static getAlgorithms(): { - algorithm: LearningAlgorithm; - description: string; - bestFor: string; - }[]; -} -export default LearningEngine; -//# sourceMappingURL=learning-engine.d.ts.map \ No newline at end of file diff --git a/npm/packages/ruvector/src/core/learning-engine.d.ts.map b/npm/packages/ruvector/src/core/learning-engine.d.ts.map deleted file mode 100644 index ca008c432d..0000000000 --- a/npm/packages/ruvector/src/core/learning-engine.d.ts.map +++ /dev/null @@ -1 +0,0 @@ -{"version":3,"file":"learning-engine.d.ts","sourceRoot":"","sources":["learning-engine.ts"],"names":[],"mappings":"AAAA;;;GAGG;AAEH,MAAM,MAAM,iBAAiB,GACzB,YAAY,GACZ,OAAO,GACP,UAAU,GACV,cAAc,GACd,KAAK,GACL,sBAAsB,GACtB,aAAa,GACb,WAAW,GACX,KAAK,CAAC;AAEV,MAAM,MAAM,QAAQ,GAChB,eAAe,GACf,iBAAiB,GACjB,oBAAoB,GACpB,qBAAqB,GACrB,iBAAiB,GACjB,eAAe,CAAC;AAEpB,MAAM,WAAW,cAAc;IAC7B,SAAS,EAAE,iBAAiB,CAAC;IAC7B,YAAY,EAAE,MAAM,CAAC;IACrB,cAAc,EAAE,MAAM,CAAC;IACvB,OAAO,EAAE,MAAM,CAAC;IAChB,MAAM,CAAC,EAAE,MAAM,CAAC;IAChB,SAAS,CAAC,EAAE,MAAM,CAAC;IACnB,WAAW,CAAC,EAAE,MAAM,CAAC;IACrB,cAAc,CAAC,EAAE,MAAM,CAAC;CACzB;AAED,MAAM,WAAW,UAAU;IACzB,KAAK,EAAE,MAAM,CAAC;IACd,MAAM,EAAE,MAAM,CAAC;IACf,MAAM,EAAE,MAAM,CAAC;IACf,SAAS,EAAE,MAAM,CAAC;IAClB,IAAI,EAAE,OAAO,CAAC;IACd,SAAS,CAAC,EAAE,MAAM,CAAC;CACpB;AAED,MAAM,WAAW,kBAAkB;IACjC,WAAW,EAAE,UAAU,EAAE,CAAC;IAC1B,WAAW,EAAE,MAAM,CAAC;IACpB,SAAS,EAAE,OAAO,CAAC;CACpB;AAED,MAAM,WAAW,cAAc;IAC7B,SAAS,EAAE,iBAAiB,CAAC;IAC7B,OAAO,EAAE,MAAM,CAAC;IAChB,SAAS,EAAE,MAAM,CAAC;IAClB,gBAAgB,EAAE,MAAM,CAAC;IACzB,UAAU,EAAE,MAAM,CAAC;CACpB;AA+CD,qBAAa,cAAc;IACzB,OAAO,CAAC,OAAO,CAA4C;IAC3D,OAAO,CAAC,OAAO,CAA+C;IAC9D,OAAO,CAAC,QAAQ,CAA+C;IAC/D,OAAO,CAAC,iBAAiB,CAA+C;IACxE,OAAO,CAAC,YAAY,CAAoC;IACxD,OAAO,CAAC,YAAY,CAAkC;IACtD,OAAO,CAAC,YAAY,CAA4B;IAChD,OAAO,CAAC,KAAK,CAAqD;IAClE,OAAO,CAAC,aAAa,CAAgB;;IAwBrC;;OAEG;IACH,SAAS,CAAC,IAAI,EAAE,QAAQ,EAAE,MAAM,EAAE,OAAO,CAAC,cAAc,CAAC,GAAG,IAAI;IAKhE;;OAEG;IACH,SAAS,CAAC,IAAI,EAAE,QAAQ,GAAG,cAAc;IAIzC;;OAEG;IACH,MAAM,CAAC,IAAI,EAAE,QAAQ,EAAE,UAAU,EAAE,UAAU,GAAG,MAAM;IA+CtD;;OAEG;IACH,aAAa,CAAC,IAAI,EAAE,QAAQ,EAAE,KAAK,EAAE,MAAM,EAAE,OAAO,EAAE,MAAM,EAAE,GAAG;QAAE,MAAM,EAAE,MAAM,CAAC;QAAC,UAAU,EAAE,MAAM,CAAA;KAAE;IA8BvG;;OAEG;IACH,sBAAsB,CAAC,KAAK,EAAE,MAAM,EAAE,OAAO,EAAE,MAAM,EAAE,GAAG,GAAG,CAAC,MAAM,EAAE,MAAM,CAAC;IAkB7E;;OAEG;IACH,OAAO,CAAC,eAAe;IAkBvB;;;OAGG;IACH,OAAO,CAAC,WAAW;IA6BnB;;;OAGG;IACH,OAAO,CAAC,aAAa;IAoCrB;;OAEG;IACH,OAAO,CAAC,iBAAiB;IAoBzB;;OAEG;IACH,OAAO,CAAC,SAAS;IA0BjB;;OAEG;IACH,OAAO,CAAC,cAAc;IA8BtB;;OAEG;IACH,OAAO,CAAC,gBAAgB;IA0BxB;;OAEG;IACH,OAAO,CAAC,yBAAyB;IAwCjC;;;OAGG;IACH,OAAO,CAAC,SAAS;IAcjB,OAAO,CAAC,SAAS;IAOjB,OAAO,CAAC,UAAU;IAOlB,OAAO,CAAC,oBAAoB;IAO5B,OAAO,CAAC,iBAAiB;IAQzB,OAAO,CAAC,sBAAsB;IAW9B,OAAO,CAAC,gBAAgB;IASxB,OAAO,CAAC,WAAW;IAkBnB;;OAEG;IACH,QAAQ,IAAI,GAAG,CAAC,iBAAiB,EAAE,cAAc,CAAC;IAIlD;;OAEG;IACH,eAAe,IAAI;QACjB,aAAa,EAAE,iBAAiB,CAAC;QACjC,YAAY,EAAE,MAAM,CAAC;QACrB,SAAS,EAAE,MAAM,CAAC;QAClB,UAAU,EAAE,cAAc,EAAE,CAAC;KAC9B;IA4BD;;OAEG;IACH,MAAM,IAAI;QACR,OAAO,EAAE,MAAM,CAAC,MAAM,EAAE,MAAM,CAAC,MAAM,EAAE,MAAM,CAAC,CAAC,CAAC;QAChD,QAAQ,EAAE,MAAM,CAAC,MAAM,EAAE,MAAM,CAAC,MAAM,EAAE,MAAM,CAAC,CAAC,CAAC;QACjD,YAAY,EAAE,MAAM,CAAC,MAAM,EAAE,MAAM,CAAC,CAAC;QACrC,YAAY,EAAE,kBAAkB,EAAE,CAAC;QACnC,KAAK,EAAE,MAAM,CAAC,MAAM,EAAE,cAAc,CAAC,CAAC;QACtC,OAAO,EAAE,MAAM,CAAC,MAAM,EAAE,cAAc,CAAC,CAAC;QACxC,aAAa,EAAE,MAAM,EAAE,CAAC;KACzB;IAiCD;;OAEG;IACH,MAAM,CAAC,IAAI,EAAE,UAAU,CAAC,cAAc,CAAC,QAAQ,CAAC,CAAC,GAAG,IAAI;IAgCxD;;OAEG;IACH,KAAK,IAAI,IAAI;IAiBb;;OAEG;IACH,MAAM,CAAC,aAAa,IAAI;QAAE,SAAS,EAAE,iBAAiB,CAAC;QAAC,WAAW,EAAE,MAAM,CAAC;QAAC,OAAO,EAAE,MAAM,CAAA;KAAE,EAAE;CAajG;AAED,eAAe,cAAc,CAAC"} \ No newline at end of file diff --git a/npm/packages/ruvector/src/core/learning-engine.js b/npm/packages/ruvector/src/core/learning-engine.js deleted file mode 100644 index 8c267a1998..0000000000 --- a/npm/packages/ruvector/src/core/learning-engine.js +++ /dev/null @@ -1,590 +0,0 @@ -"use strict"; -/** - * Multi-Algorithm Learning Engine - * Supports 9 RL algorithms for intelligent hooks optimization - */ -Object.defineProperty(exports, "__esModule", { value: true }); -exports.LearningEngine = void 0; -// Default configs for each task type -const TASK_ALGORITHM_MAP = { - 'agent-routing': { - algorithm: 'double-q', - learningRate: 0.1, - discountFactor: 0.95, - epsilon: 0.1, - }, - 'error-avoidance': { - algorithm: 'sarsa', - learningRate: 0.05, - discountFactor: 0.99, - epsilon: 0.05, - }, - 'confidence-scoring': { - algorithm: 'actor-critic', - learningRate: 0.01, - discountFactor: 0.95, - epsilon: 0.1, - entropyCoef: 0.01, - }, - 'trajectory-learning': { - algorithm: 'decision-transformer', - learningRate: 0.001, - discountFactor: 0.99, - epsilon: 0, - sequenceLength: 20, - }, - 'context-ranking': { - algorithm: 'ppo', - learningRate: 0.0003, - discountFactor: 0.99, - epsilon: 0.2, - clipRange: 0.2, - entropyCoef: 0.01, - }, - 'memory-recall': { - algorithm: 'td-lambda', - learningRate: 0.1, - discountFactor: 0.9, - epsilon: 0.1, - lambda: 0.8, - }, -}; -class LearningEngine { - constructor() { - this.configs = new Map(); - this.qTables = new Map(); - this.qTables2 = new Map(); // For Double-Q - this.eligibilityTraces = new Map(); - this.actorWeights = new Map(); - this.criticValues = new Map(); - this.trajectories = []; - this.stats = new Map(); - this.rewardHistory = []; - // Initialize with default configs - for (const [task, config] of Object.entries(TASK_ALGORITHM_MAP)) { - this.configs.set(task, { ...config }); - } - // Initialize stats for all algorithms - const algorithms = [ - 'q-learning', 'sarsa', 'double-q', 'actor-critic', - 'ppo', 'decision-transformer', 'monte-carlo', 'td-lambda', 'dqn' - ]; - for (const alg of algorithms) { - this.stats.set(alg, { - algorithm: alg, - updates: 0, - avgReward: 0, - convergenceScore: 0, - lastUpdate: Date.now(), - }); - } - } - /** - * Configure algorithm for a specific task type - */ - configure(task, config) { - const existing = this.configs.get(task) || TASK_ALGORITHM_MAP[task]; - this.configs.set(task, { ...existing, ...config }); - } - /** - * Get current configuration for a task - */ - getConfig(task) { - return this.configs.get(task) || TASK_ALGORITHM_MAP[task]; - } - /** - * Update Q-value using the appropriate algorithm - */ - update(task, experience) { - const config = this.getConfig(task); - let delta = 0; - switch (config.algorithm) { - case 'q-learning': - delta = this.qLearningUpdate(experience, config); - break; - case 'sarsa': - delta = this.sarsaUpdate(experience, config); - break; - case 'double-q': - delta = this.doubleQUpdate(experience, config); - break; - case 'actor-critic': - delta = this.actorCriticUpdate(experience, config); - break; - case 'ppo': - delta = this.ppoUpdate(experience, config); - break; - case 'td-lambda': - delta = this.tdLambdaUpdate(experience, config); - break; - case 'monte-carlo': - // Monte Carlo needs full episodes - this.addToCurrentTrajectory(experience); - if (experience.done) { - delta = this.monteCarloUpdate(config); - } - break; - case 'decision-transformer': - this.addToCurrentTrajectory(experience); - if (experience.done) { - delta = this.decisionTransformerUpdate(config); - } - break; - case 'dqn': - delta = this.dqnUpdate(experience, config); - break; - } - // Update stats - this.updateStats(config.algorithm, experience.reward, Math.abs(delta)); - return delta; - } - /** - * Get best action for a state - */ - getBestAction(task, state, actions) { - const config = this.getConfig(task); - // Epsilon-greedy exploration - if (Math.random() < config.epsilon) { - const randomAction = actions[Math.floor(Math.random() * actions.length)]; - return { action: randomAction, confidence: 0.5 }; - } - let bestAction = actions[0]; - let bestValue = -Infinity; - let values = []; - const qTable = this.getQTable(state); - for (const action of actions) { - const value = qTable.get(action) || 0; - values.push(value); - if (value > bestValue) { - bestValue = value; - bestAction = action; - } - } - // Calculate confidence using softmax - const confidence = this.softmaxConfidence(values, actions.indexOf(bestAction)); - return { action: bestAction, confidence }; - } - /** - * Get action probabilities (for Actor-Critic and PPO) - */ - getActionProbabilities(state, actions) { - const probs = new Map(); - const qTable = this.getQTable(state); - const values = actions.map(a => qTable.get(a) || 0); - const maxVal = Math.max(...values); - const expValues = values.map(v => Math.exp(v - maxVal)); - const sumExp = expValues.reduce((a, b) => a + b, 0); - for (let i = 0; i < actions.length; i++) { - probs.set(actions[i], expValues[i] / sumExp); - } - return probs; - } - // ============ Algorithm Implementations ============ - /** - * Standard Q-Learning: Q(s,a) += α * (r + γ * max_a' Q(s',a') - Q(s,a)) - */ - qLearningUpdate(exp, config) { - const { state, action, reward, nextState, done } = exp; - const { learningRate: α, discountFactor: γ } = config; - const qTable = this.getQTable(state); - const nextQTable = this.getQTable(nextState); - const currentQ = qTable.get(action) || 0; - const maxNextQ = done ? 0 : Math.max(0, ...Array.from(nextQTable.values())); - const target = reward + γ * maxNextQ; - const delta = target - currentQ; - const newQ = currentQ + α * delta; - qTable.set(action, newQ); - return delta; - } - /** - * SARSA: On-policy, more conservative - * Q(s,a) += α * (r + γ * Q(s',a') - Q(s,a)) - */ - sarsaUpdate(exp, config) { - const { state, action, reward, nextState, done } = exp; - const { learningRate: α, discountFactor: γ, epsilon } = config; - const qTable = this.getQTable(state); - const nextQTable = this.getQTable(nextState); - const currentQ = qTable.get(action) || 0; - // On-policy: use expected value under current policy (ε-greedy) - let nextQ = 0; - if (!done) { - const nextActions = Array.from(nextQTable.keys()); - if (nextActions.length > 0) { - const maxQ = Math.max(...Array.from(nextQTable.values())); - const avgQ = Array.from(nextQTable.values()).reduce((a, b) => a + b, 0) / nextActions.length; - // Expected value under ε-greedy - nextQ = (1 - epsilon) * maxQ + epsilon * avgQ; - } - } - const target = reward + γ * nextQ; - const delta = target - currentQ; - const newQ = currentQ + α * delta; - qTable.set(action, newQ); - return delta; - } - /** - * Double Q-Learning: Reduces overestimation bias - * Uses two Q-tables, randomly updates one using the other for target - */ - doubleQUpdate(exp, config) { - const { state, action, reward, nextState, done } = exp; - const { learningRate: α, discountFactor: γ } = config; - const useFirst = Math.random() < 0.5; - const qTable = useFirst ? this.getQTable(state) : this.getQTable2(state); - const otherQTable = useFirst ? this.getQTable2(nextState) : this.getQTable(nextState); - const nextQTable = useFirst ? this.getQTable(nextState) : this.getQTable2(nextState); - const currentQ = qTable.get(action) || 0; - let nextQ = 0; - if (!done) { - // Find best action in next state using one table - let bestAction = ''; - let bestValue = -Infinity; - for (const [a, v] of nextQTable) { - if (v > bestValue) { - bestValue = v; - bestAction = a; - } - } - // Evaluate using other table - if (bestAction) { - nextQ = otherQTable.get(bestAction) || 0; - } - } - const target = reward + γ * nextQ; - const delta = target - currentQ; - const newQ = currentQ + α * delta; - qTable.set(action, newQ); - return delta; - } - /** - * Actor-Critic: Policy gradient with value baseline - */ - actorCriticUpdate(exp, config) { - const { state, action, reward, nextState, done } = exp; - const { learningRate: α, discountFactor: γ } = config; - // Critic update (TD error) - const V = this.criticValues.get(state) || 0; - const V_next = done ? 0 : (this.criticValues.get(nextState) || 0); - const tdError = reward + γ * V_next - V; - this.criticValues.set(state, V + α * tdError); - // Actor update (policy gradient) - const qTable = this.getQTable(state); - const currentQ = qTable.get(action) || 0; - // Use TD error as advantage estimate - const newQ = currentQ + α * tdError; - qTable.set(action, newQ); - return tdError; - } - /** - * PPO: Clipped policy gradient for stable training - */ - ppoUpdate(exp, config) { - const { state, action, reward, nextState, done } = exp; - const { learningRate: α, discountFactor: γ, clipRange = 0.2 } = config; - // Critic update - const V = this.criticValues.get(state) || 0; - const V_next = done ? 0 : (this.criticValues.get(nextState) || 0); - const advantage = reward + γ * V_next - V; - this.criticValues.set(state, V + α * advantage); - // Actor update with clipping - const qTable = this.getQTable(state); - const oldQ = qTable.get(action) || 0; - // Compute probability ratio (simplified) - const ratio = Math.exp(α * advantage); - const clippedRatio = Math.max(1 - clipRange, Math.min(1 + clipRange, ratio)); - // PPO objective: min(ratio * A, clip(ratio) * A) - const update = Math.min(ratio * advantage, clippedRatio * advantage); - const newQ = oldQ + α * update; - qTable.set(action, newQ); - return advantage; - } - /** - * TD(λ): Temporal difference with eligibility traces - */ - tdLambdaUpdate(exp, config) { - const { state, action, reward, nextState, done } = exp; - const { learningRate: α, discountFactor: γ, lambda = 0.8 } = config; - const qTable = this.getQTable(state); - const nextQTable = this.getQTable(nextState); - const currentQ = qTable.get(action) || 0; - const maxNextQ = done ? 0 : Math.max(0, ...Array.from(nextQTable.values())); - const tdError = reward + γ * maxNextQ - currentQ; - // Update eligibility trace for current state-action - const traces = this.getEligibilityTraces(state); - traces.set(action, (traces.get(action) || 0) + 1); - // Update all state-actions with eligibility traces - for (const [s, sTraces] of this.eligibilityTraces) { - const sQTable = this.getQTable(s); - for (const [a, trace] of sTraces) { - const q = sQTable.get(a) || 0; - sQTable.set(a, q + α * tdError * trace); - // Decay trace - sTraces.set(a, γ * lambda * trace); - } - } - return tdError; - } - /** - * Monte Carlo: Full episode learning - */ - monteCarloUpdate(config) { - const { learningRate: α, discountFactor: γ } = config; - const trajectory = this.trajectories[this.trajectories.length - 1]; - if (!trajectory || trajectory.experiences.length === 0) - return 0; - let G = 0; // Return - let totalDelta = 0; - // Work backwards through episode - for (let t = trajectory.experiences.length - 1; t >= 0; t--) { - const exp = trajectory.experiences[t]; - G = exp.reward + γ * G; - const qTable = this.getQTable(exp.state); - const currentQ = qTable.get(exp.action) || 0; - const delta = G - currentQ; - qTable.set(exp.action, currentQ + α * delta); - totalDelta += Math.abs(delta); - } - trajectory.completed = true; - trajectory.totalReward = G; - return totalDelta / trajectory.experiences.length; - } - /** - * Decision Transformer: Sequence modeling for trajectories - */ - decisionTransformerUpdate(config) { - const { learningRate: α, sequenceLength = 20 } = config; - const trajectory = this.trajectories[this.trajectories.length - 1]; - if (!trajectory || trajectory.experiences.length === 0) - return 0; - // Decision Transformer learns to predict actions given (return, state, action) sequences - // Here we use a simplified version that learns state-action patterns - let totalDelta = 0; - const experiences = trajectory.experiences.slice(-sequenceLength); - // Calculate returns-to-go - const returns = []; - let R = 0; - for (let i = experiences.length - 1; i >= 0; i--) { - R += experiences[i].reward; - returns.unshift(R); - } - // Update Q-values weighted by return-to-go - for (let i = 0; i < experiences.length; i++) { - const exp = experiences[i]; - const qTable = this.getQTable(exp.state); - const currentQ = qTable.get(exp.action) || 0; - // Weight by normalized return - const normalizedReturn = returns[i] / (Math.abs(returns[0]) + 1); - const target = currentQ + α * normalizedReturn * exp.reward; - const delta = target - currentQ; - qTable.set(exp.action, target); - totalDelta += Math.abs(delta); - } - trajectory.completed = true; - trajectory.totalReward = returns[0]; - return totalDelta / experiences.length; - } - /** - * DQN: Deep Q-Network (simplified without actual neural network) - * Uses experience replay and target network concepts - */ - dqnUpdate(exp, config) { - // Add to replay buffer (trajectory) - this.addToCurrentTrajectory(exp); - // Sample from replay buffer - const replayExp = this.sampleFromReplay(); - if (!replayExp) - return this.qLearningUpdate(exp, config); - // Use sampled experience for update (breaks correlation) - return this.qLearningUpdate(replayExp, config); - } - // ============ Helper Methods ============ - getQTable(state) { - if (!this.qTables.has(state)) { - this.qTables.set(state, new Map()); - } - return this.qTables.get(state); - } - getQTable2(state) { - if (!this.qTables2.has(state)) { - this.qTables2.set(state, new Map()); - } - return this.qTables2.get(state); - } - getEligibilityTraces(state) { - if (!this.eligibilityTraces.has(state)) { - this.eligibilityTraces.set(state, new Map()); - } - return this.eligibilityTraces.get(state); - } - softmaxConfidence(values, selectedIdx) { - if (values.length === 0) - return 0.5; - const maxVal = Math.max(...values); - const expValues = values.map(v => Math.exp(v - maxVal)); - const sumExp = expValues.reduce((a, b) => a + b, 0); - return expValues[selectedIdx] / sumExp; - } - addToCurrentTrajectory(exp) { - if (this.trajectories.length === 0 || this.trajectories[this.trajectories.length - 1].completed) { - this.trajectories.push({ - experiences: [], - totalReward: 0, - completed: false, - }); - } - this.trajectories[this.trajectories.length - 1].experiences.push(exp); - } - sampleFromReplay() { - const allExperiences = []; - for (const traj of this.trajectories) { - allExperiences.push(...traj.experiences); - } - if (allExperiences.length === 0) - return null; - return allExperiences[Math.floor(Math.random() * allExperiences.length)]; - } - updateStats(algorithm, reward, delta) { - const stats = this.stats.get(algorithm); - if (!stats) - return; - stats.updates++; - stats.lastUpdate = Date.now(); - // Running average reward - this.rewardHistory.push(reward); - if (this.rewardHistory.length > 1000) { - this.rewardHistory.shift(); - } - stats.avgReward = this.rewardHistory.reduce((a, b) => a + b, 0) / this.rewardHistory.length; - // Convergence score (inverse of recent delta magnitude) - stats.convergenceScore = 1 / (1 + delta); - } - /** - * Get statistics for all algorithms - */ - getStats() { - return new Map(this.stats); - } - /** - * Get statistics summary - */ - getStatsSummary() { - let bestAlgorithm = 'q-learning'; - let bestScore = -Infinity; - let totalUpdates = 0; - const algorithms = []; - for (const [alg, stats] of this.stats) { - algorithms.push(stats); - totalUpdates += stats.updates; - const score = stats.avgReward * stats.convergenceScore; - if (score > bestScore && stats.updates > 0) { - bestScore = score; - bestAlgorithm = alg; - } - } - return { - bestAlgorithm, - totalUpdates, - avgReward: this.rewardHistory.length > 0 - ? this.rewardHistory.reduce((a, b) => a + b, 0) / this.rewardHistory.length - : 0, - algorithms: algorithms.filter(a => a.updates > 0), - }; - } - /** - * Export state for persistence - */ - export() { - const qTables = {}; - for (const [state, actions] of this.qTables) { - qTables[state] = Object.fromEntries(actions); - } - const qTables2 = {}; - for (const [state, actions] of this.qTables2) { - qTables2[state] = Object.fromEntries(actions); - } - const criticValues = Object.fromEntries(this.criticValues); - const stats = {}; - for (const [alg, s] of this.stats) { - stats[alg] = s; - } - const configs = {}; - for (const [task, config] of this.configs) { - configs[task] = config; - } - return { - qTables, - qTables2, - criticValues, - trajectories: this.trajectories.slice(-100), // Keep last 100 trajectories - stats, - configs, - rewardHistory: this.rewardHistory.slice(-1000), - }; - } - /** - * Import state from persistence - */ - import(data) { - // Q-tables - this.qTables.clear(); - for (const [state, actions] of Object.entries(data.qTables || {})) { - this.qTables.set(state, new Map(Object.entries(actions))); - } - this.qTables2.clear(); - for (const [state, actions] of Object.entries(data.qTables2 || {})) { - this.qTables2.set(state, new Map(Object.entries(actions))); - } - // Critic values - this.criticValues = new Map(Object.entries(data.criticValues || {})); - // Trajectories - this.trajectories = data.trajectories || []; - // Stats - for (const [alg, s] of Object.entries(data.stats || {})) { - this.stats.set(alg, s); - } - // Configs - for (const [task, config] of Object.entries(data.configs || {})) { - this.configs.set(task, config); - } - // Reward history - this.rewardHistory = data.rewardHistory || []; - } - /** - * Clear all learning data - */ - clear() { - this.qTables.clear(); - this.qTables2.clear(); - this.eligibilityTraces.clear(); - this.actorWeights.clear(); - this.criticValues.clear(); - this.trajectories = []; - this.rewardHistory = []; - // Reset stats - for (const stats of this.stats.values()) { - stats.updates = 0; - stats.avgReward = 0; - stats.convergenceScore = 0; - } - } - /** - * Get available algorithms - */ - static getAlgorithms() { - return [ - { algorithm: 'q-learning', description: 'Simple off-policy learning', bestFor: 'General routing' }, - { algorithm: 'sarsa', description: 'On-policy, conservative', bestFor: 'Error avoidance' }, - { algorithm: 'double-q', description: 'Reduces overestimation', bestFor: 'Precise routing' }, - { algorithm: 'actor-critic', description: 'Policy gradient + value', bestFor: 'Confidence scoring' }, - { algorithm: 'ppo', description: 'Stable policy updates', bestFor: 'Preference learning' }, - { algorithm: 'decision-transformer', description: 'Sequence modeling', bestFor: 'Trajectory patterns' }, - { algorithm: 'monte-carlo', description: 'Full episode learning', bestFor: 'Unbiased estimates' }, - { algorithm: 'td-lambda', description: 'Eligibility traces', bestFor: 'Credit assignment' }, - { algorithm: 'dqn', description: 'Experience replay', bestFor: 'High-dim states' }, - ]; - } -} -exports.LearningEngine = LearningEngine; -exports.default = LearningEngine; -//# sourceMappingURL=learning-engine.js.map \ No newline at end of file diff --git a/npm/packages/ruvector/src/core/learning-engine.js.map b/npm/packages/ruvector/src/core/learning-engine.js.map deleted file mode 100644 index f2fed1ae90..0000000000 --- a/npm/packages/ruvector/src/core/learning-engine.js.map +++ /dev/null @@ -1 +0,0 @@ -{"version":3,"file":"learning-engine.js","sourceRoot":"","sources":["learning-engine.ts"],"names":[],"mappings":";AAAA;;;GAGG;;;AAuDH,qCAAqC;AACrC,MAAM,kBAAkB,GAAqC;IAC3D,eAAe,EAAE;QACf,SAAS,EAAE,UAAU;QACrB,YAAY,EAAE,GAAG;QACjB,cAAc,EAAE,IAAI;QACpB,OAAO,EAAE,GAAG;KACb;IACD,iBAAiB,EAAE;QACjB,SAAS,EAAE,OAAO;QAClB,YAAY,EAAE,IAAI;QAClB,cAAc,EAAE,IAAI;QACpB,OAAO,EAAE,IAAI;KACd;IACD,oBAAoB,EAAE;QACpB,SAAS,EAAE,cAAc;QACzB,YAAY,EAAE,IAAI;QAClB,cAAc,EAAE,IAAI;QACpB,OAAO,EAAE,GAAG;QACZ,WAAW,EAAE,IAAI;KAClB;IACD,qBAAqB,EAAE;QACrB,SAAS,EAAE,sBAAsB;QACjC,YAAY,EAAE,KAAK;QACnB,cAAc,EAAE,IAAI;QACpB,OAAO,EAAE,CAAC;QACV,cAAc,EAAE,EAAE;KACnB;IACD,iBAAiB,EAAE;QACjB,SAAS,EAAE,KAAK;QAChB,YAAY,EAAE,MAAM;QACpB,cAAc,EAAE,IAAI;QACpB,OAAO,EAAE,GAAG;QACZ,SAAS,EAAE,GAAG;QACd,WAAW,EAAE,IAAI;KAClB;IACD,eAAe,EAAE;QACf,SAAS,EAAE,WAAW;QACtB,YAAY,EAAE,GAAG;QACjB,cAAc,EAAE,GAAG;QACnB,OAAO,EAAE,GAAG;QACZ,MAAM,EAAE,GAAG;KACZ;CACF,CAAC;AAEF,MAAa,cAAc;IAWzB;QAVQ,YAAO,GAAkC,IAAI,GAAG,EAAE,CAAC;QACnD,YAAO,GAAqC,IAAI,GAAG,EAAE,CAAC;QACtD,aAAQ,GAAqC,IAAI,GAAG,EAAE,CAAC,CAAC,eAAe;QACvE,sBAAiB,GAAqC,IAAI,GAAG,EAAE,CAAC;QAChE,iBAAY,GAA0B,IAAI,GAAG,EAAE,CAAC;QAChD,iBAAY,GAAwB,IAAI,GAAG,EAAE,CAAC;QAC9C,iBAAY,GAAyB,EAAE,CAAC;QACxC,UAAK,GAA2C,IAAI,GAAG,EAAE,CAAC;QAC1D,kBAAa,GAAa,EAAE,CAAC;QAGnC,kCAAkC;QAClC,KAAK,MAAM,CAAC,IAAI,EAAE,MAAM,CAAC,IAAI,MAAM,CAAC,OAAO,CAAC,kBAAkB,CAAC,EAAE,CAAC;YAChE,IAAI,CAAC,OAAO,CAAC,GAAG,CAAC,IAAgB,EAAE,EAAE,GAAG,MAAM,EAAE,CAAC,CAAC;QACpD,CAAC;QAED,sCAAsC;QACtC,MAAM,UAAU,GAAwB;YACtC,YAAY,EAAE,OAAO,EAAE,UAAU,EAAE,cAAc;YACjD,KAAK,EAAE,sBAAsB,EAAE,aAAa,EAAE,WAAW,EAAE,KAAK;SACjE,CAAC;QACF,KAAK,MAAM,GAAG,IAAI,UAAU,EAAE,CAAC;YAC7B,IAAI,CAAC,KAAK,CAAC,GAAG,CAAC,GAAG,EAAE;gBAClB,SAAS,EAAE,GAAG;gBACd,OAAO,EAAE,CAAC;gBACV,SAAS,EAAE,CAAC;gBACZ,gBAAgB,EAAE,CAAC;gBACnB,UAAU,EAAE,IAAI,CAAC,GAAG,EAAE;aACvB,CAAC,CAAC;QACL,CAAC;IACH,CAAC;IAED;;OAEG;IACH,SAAS,CAAC,IAAc,EAAE,MAA+B;QACvD,MAAM,QAAQ,GAAG,IAAI,CAAC,OAAO,CAAC,GAAG,CAAC,IAAI,CAAC,IAAI,kBAAkB,CAAC,IAAI,CAAC,CAAC;QACpE,IAAI,CAAC,OAAO,CAAC,GAAG,CAAC,IAAI,EAAE,EAAE,GAAG,QAAQ,EAAE,GAAG,MAAM,EAAE,CAAC,CAAC;IACrD,CAAC;IAED;;OAEG;IACH,SAAS,CAAC,IAAc;QACtB,OAAO,IAAI,CAAC,OAAO,CAAC,GAAG,CAAC,IAAI,CAAC,IAAI,kBAAkB,CAAC,IAAI,CAAC,CAAC;IAC5D,CAAC;IAED;;OAEG;IACH,MAAM,CAAC,IAAc,EAAE,UAAsB;QAC3C,MAAM,MAAM,GAAG,IAAI,CAAC,SAAS,CAAC,IAAI,CAAC,CAAC;QACpC,IAAI,KAAK,GAAG,CAAC,CAAC;QAEd,QAAQ,MAAM,CAAC,SAAS,EAAE,CAAC;YACzB,KAAK,YAAY;gBACf,KAAK,GAAG,IAAI,CAAC,eAAe,CAAC,UAAU,EAAE,MAAM,CAAC,CAAC;gBACjD,MAAM;YACR,KAAK,OAAO;gBACV,KAAK,GAAG,IAAI,CAAC,WAAW,CAAC,UAAU,EAAE,MAAM,CAAC,CAAC;gBAC7C,MAAM;YACR,KAAK,UAAU;gBACb,KAAK,GAAG,IAAI,CAAC,aAAa,CAAC,UAAU,EAAE,MAAM,CAAC,CAAC;gBAC/C,MAAM;YACR,KAAK,cAAc;gBACjB,KAAK,GAAG,IAAI,CAAC,iBAAiB,CAAC,UAAU,EAAE,MAAM,CAAC,CAAC;gBACnD,MAAM;YACR,KAAK,KAAK;gBACR,KAAK,GAAG,IAAI,CAAC,SAAS,CAAC,UAAU,EAAE,MAAM,CAAC,CAAC;gBAC3C,MAAM;YACR,KAAK,WAAW;gBACd,KAAK,GAAG,IAAI,CAAC,cAAc,CAAC,UAAU,EAAE,MAAM,CAAC,CAAC;gBAChD,MAAM;YACR,KAAK,aAAa;gBAChB,kCAAkC;gBAClC,IAAI,CAAC,sBAAsB,CAAC,UAAU,CAAC,CAAC;gBACxC,IAAI,UAAU,CAAC,IAAI,EAAE,CAAC;oBACpB,KAAK,GAAG,IAAI,CAAC,gBAAgB,CAAC,MAAM,CAAC,CAAC;gBACxC,CAAC;gBACD,MAAM;YACR,KAAK,sBAAsB;gBACzB,IAAI,CAAC,sBAAsB,CAAC,UAAU,CAAC,CAAC;gBACxC,IAAI,UAAU,CAAC,IAAI,EAAE,CAAC;oBACpB,KAAK,GAAG,IAAI,CAAC,yBAAyB,CAAC,MAAM,CAAC,CAAC;gBACjD,CAAC;gBACD,MAAM;YACR,KAAK,KAAK;gBACR,KAAK,GAAG,IAAI,CAAC,SAAS,CAAC,UAAU,EAAE,MAAM,CAAC,CAAC;gBAC3C,MAAM;QACV,CAAC;QAED,eAAe;QACf,IAAI,CAAC,WAAW,CAAC,MAAM,CAAC,SAAS,EAAE,UAAU,CAAC,MAAM,EAAE,IAAI,CAAC,GAAG,CAAC,KAAK,CAAC,CAAC,CAAC;QAEvE,OAAO,KAAK,CAAC;IACf,CAAC;IAED;;OAEG;IACH,aAAa,CAAC,IAAc,EAAE,KAAa,EAAE,OAAiB;QAC5D,MAAM,MAAM,GAAG,IAAI,CAAC,SAAS,CAAC,IAAI,CAAC,CAAC;QAEpC,6BAA6B;QAC7B,IAAI,IAAI,CAAC,MAAM,EAAE,GAAG,MAAM,CAAC,OAAO,EAAE,CAAC;YACnC,MAAM,YAAY,GAAG,OAAO,CAAC,IAAI,CAAC,KAAK,CAAC,IAAI,CAAC,MAAM,EAAE,GAAG,OAAO,CAAC,MAAM,CAAC,CAAC,CAAC;YACzE,OAAO,EAAE,MAAM,EAAE,YAAY,EAAE,UAAU,EAAE,GAAG,EAAE,CAAC;QACnD,CAAC;QAED,IAAI,UAAU,GAAG,OAAO,CAAC,CAAC,CAAC,CAAC;QAC5B,IAAI,SAAS,GAAG,CAAC,QAAQ,CAAC;QAC1B,IAAI,MAAM,GAAa,EAAE,CAAC;QAE1B,MAAM,MAAM,GAAG,IAAI,CAAC,SAAS,CAAC,KAAK,CAAC,CAAC;QAErC,KAAK,MAAM,MAAM,IAAI,OAAO,EAAE,CAAC;YAC7B,MAAM,KAAK,GAAG,MAAM,CAAC,GAAG,CAAC,MAAM,CAAC,IAAI,CAAC,CAAC;YACtC,MAAM,CAAC,IAAI,CAAC,KAAK,CAAC,CAAC;YACnB,IAAI,KAAK,GAAG,SAAS,EAAE,CAAC;gBACtB,SAAS,GAAG,KAAK,CAAC;gBAClB,UAAU,GAAG,MAAM,CAAC;YACtB,CAAC;QACH,CAAC;QAED,qCAAqC;QACrC,MAAM,UAAU,GAAG,IAAI,CAAC,iBAAiB,CAAC,MAAM,EAAE,OAAO,CAAC,OAAO,CAAC,UAAU,CAAC,CAAC,CAAC;QAE/E,OAAO,EAAE,MAAM,EAAE,UAAU,EAAE,UAAU,EAAE,CAAC;IAC5C,CAAC;IAED;;OAEG;IACH,sBAAsB,CAAC,KAAa,EAAE,OAAiB;QACrD,MAAM,KAAK,GAAG,IAAI,GAAG,EAAkB,CAAC;QACxC,MAAM,MAAM,GAAG,IAAI,CAAC,SAAS,CAAC,KAAK,CAAC,CAAC;QAErC,MAAM,MAAM,GAAG,OAAO,CAAC,GAAG,CAAC,CAAC,CAAC,EAAE,CAAC,MAAM,CAAC,GAAG,CAAC,CAAC,CAAC,IAAI,CAAC,CAAC,CAAC;QACpD,MAAM,MAAM,GAAG,IAAI,CAAC,GAAG,CAAC,GAAG,MAAM,CAAC,CAAC;QACnC,MAAM,SAAS,GAAG,MAAM,CAAC,GAAG,CAAC,CAAC,CAAC,EAAE,CAAC,IAAI,CAAC,GAAG,CAAC,CAAC,GAAG,MAAM,CAAC,CAAC,CAAC;QACxD,MAAM,MAAM,GAAG,SAAS,CAAC,MAAM,CAAC,CAAC,CAAC,EAAE,CAAC,EAAE,EAAE,CAAC,CAAC,GAAG,CAAC,EAAE,CAAC,CAAC,CAAC;QAEpD,KAAK,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,OAAO,CAAC,MAAM,EAAE,CAAC,EAAE,EAAE,CAAC;YACxC,KAAK,CAAC,GAAG,CAAC,OAAO,CAAC,CAAC,CAAC,EAAE,SAAS,CAAC,CAAC,CAAC,GAAG,MAAM,CAAC,CAAC;QAC/C,CAAC;QAED,OAAO,KAAK,CAAC;IACf,CAAC;IAED,sDAAsD;IAEtD;;OAEG;IACK,eAAe,CAAC,GAAe,EAAE,MAAsB;QAC7D,MAAM,EAAE,KAAK,EAAE,MAAM,EAAE,MAAM,EAAE,SAAS,EAAE,IAAI,EAAE,GAAG,GAAG,CAAC;QACvD,MAAM,EAAE,YAAY,EAAE,CAAC,EAAE,cAAc,EAAE,CAAC,EAAE,GAAG,MAAM,CAAC;QAEtD,MAAM,MAAM,GAAG,IAAI,CAAC,SAAS,CAAC,KAAK,CAAC,CAAC;QACrC,MAAM,UAAU,GAAG,IAAI,CAAC,SAAS,CAAC,SAAS,CAAC,CAAC;QAE7C,MAAM,QAAQ,GAAG,MAAM,CAAC,GAAG,CAAC,MAAM,CAAC,IAAI,CAAC,CAAC;QACzC,MAAM,QAAQ,GAAG,IAAI,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,IAAI,CAAC,GAAG,CAAC,CAAC,EAAE,GAAG,KAAK,CAAC,IAAI,CAAC,UAAU,CAAC,MAAM,EAAE,CAAC,CAAC,CAAC;QAE5E,MAAM,MAAM,GAAG,MAAM,GAAG,CAAC,GAAG,QAAQ,CAAC;QACrC,MAAM,KAAK,GAAG,MAAM,GAAG,QAAQ,CAAC;QAChC,MAAM,IAAI,GAAG,QAAQ,GAAG,CAAC,GAAG,KAAK,CAAC;QAElC,MAAM,CAAC,GAAG,CAAC,MAAM,EAAE,IAAI,CAAC,CAAC;QACzB,OAAO,KAAK,CAAC;IACf,CAAC;IAED;;;OAGG;IACK,WAAW,CAAC,GAAe,EAAE,MAAsB;QACzD,MAAM,EAAE,KAAK,EAAE,MAAM,EAAE,MAAM,EAAE,SAAS,EAAE,IAAI,EAAE,GAAG,GAAG,CAAC;QACvD,MAAM,EAAE,YAAY,EAAE,CAAC,EAAE,cAAc,EAAE,CAAC,EAAE,OAAO,EAAE,GAAG,MAAM,CAAC;QAE/D,MAAM,MAAM,GAAG,IAAI,CAAC,SAAS,CAAC,KAAK,CAAC,CAAC;QACrC,MAAM,UAAU,GAAG,IAAI,CAAC,SAAS,CAAC,SAAS,CAAC,CAAC;QAE7C,MAAM,QAAQ,GAAG,MAAM,CAAC,GAAG,CAAC,MAAM,CAAC,IAAI,CAAC,CAAC;QAEzC,gEAAgE;QAChE,IAAI,KAAK,GAAG,CAAC,CAAC;QACd,IAAI,CAAC,IAAI,EAAE,CAAC;YACV,MAAM,WAAW,GAAG,KAAK,CAAC,IAAI,CAAC,UAAU,CAAC,IAAI,EAAE,CAAC,CAAC;YAClD,IAAI,WAAW,CAAC,MAAM,GAAG,CAAC,EAAE,CAAC;gBAC3B,MAAM,IAAI,GAAG,IAAI,CAAC,GAAG,CAAC,GAAG,KAAK,CAAC,IAAI,CAAC,UAAU,CAAC,MAAM,EAAE,CAAC,CAAC,CAAC;gBAC1D,MAAM,IAAI,GAAG,KAAK,CAAC,IAAI,CAAC,UAAU,CAAC,MAAM,EAAE,CAAC,CAAC,MAAM,CAAC,CAAC,CAAC,EAAE,CAAC,EAAE,EAAE,CAAC,CAAC,GAAG,CAAC,EAAE,CAAC,CAAC,GAAG,WAAW,CAAC,MAAM,CAAC;gBAC7F,gCAAgC;gBAChC,KAAK,GAAG,CAAC,CAAC,GAAG,OAAO,CAAC,GAAG,IAAI,GAAG,OAAO,GAAG,IAAI,CAAC;YAChD,CAAC;QACH,CAAC;QAED,MAAM,MAAM,GAAG,MAAM,GAAG,CAAC,GAAG,KAAK,CAAC;QAClC,MAAM,KAAK,GAAG,MAAM,GAAG,QAAQ,CAAC;QAChC,MAAM,IAAI,GAAG,QAAQ,GAAG,CAAC,GAAG,KAAK,CAAC;QAElC,MAAM,CAAC,GAAG,CAAC,MAAM,EAAE,IAAI,CAAC,CAAC;QACzB,OAAO,KAAK,CAAC;IACf,CAAC;IAED;;;OAGG;IACK,aAAa,CAAC,GAAe,EAAE,MAAsB;QAC3D,MAAM,EAAE,KAAK,EAAE,MAAM,EAAE,MAAM,EAAE,SAAS,EAAE,IAAI,EAAE,GAAG,GAAG,CAAC;QACvD,MAAM,EAAE,YAAY,EAAE,CAAC,EAAE,cAAc,EAAE,CAAC,EAAE,GAAG,MAAM,CAAC;QAEtD,MAAM,QAAQ,GAAG,IAAI,CAAC,MAAM,EAAE,GAAG,GAAG,CAAC;QACrC,MAAM,MAAM,GAAG,QAAQ,CAAC,CAAC,CAAC,IAAI,CAAC,SAAS,CAAC,KAAK,CAAC,CAAC,CAAC,CAAC,IAAI,CAAC,UAAU,CAAC,KAAK,CAAC,CAAC;QACzE,MAAM,WAAW,GAAG,QAAQ,CAAC,CAAC,CAAC,IAAI,CAAC,UAAU,CAAC,SAAS,CAAC,CAAC,CAAC,CAAC,IAAI,CAAC,SAAS,CAAC,SAAS,CAAC,CAAC;QACtF,MAAM,UAAU,GAAG,QAAQ,CAAC,CAAC,CAAC,IAAI,CAAC,SAAS,CAAC,SAAS,CAAC,CAAC,CAAC,CAAC,IAAI,CAAC,UAAU,CAAC,SAAS,CAAC,CAAC;QAErF,MAAM,QAAQ,GAAG,MAAM,CAAC,GAAG,CAAC,MAAM,CAAC,IAAI,CAAC,CAAC;QAEzC,IAAI,KAAK,GAAG,CAAC,CAAC;QACd,IAAI,CAAC,IAAI,EAAE,CAAC;YACV,iDAAiD;YACjD,IAAI,UAAU,GAAG,EAAE,CAAC;YACpB,IAAI,SAAS,GAAG,CAAC,QAAQ,CAAC;YAC1B,KAAK,MAAM,CAAC,CAAC,EAAE,CAAC,CAAC,IAAI,UAAU,EAAE,CAAC;gBAChC,IAAI,CAAC,GAAG,SAAS,EAAE,CAAC;oBAClB,SAAS,GAAG,CAAC,CAAC;oBACd,UAAU,GAAG,CAAC,CAAC;gBACjB,CAAC;YACH,CAAC;YACD,6BAA6B;YAC7B,IAAI,UAAU,EAAE,CAAC;gBACf,KAAK,GAAG,WAAW,CAAC,GAAG,CAAC,UAAU,CAAC,IAAI,CAAC,CAAC;YAC3C,CAAC;QACH,CAAC;QAED,MAAM,MAAM,GAAG,MAAM,GAAG,CAAC,GAAG,KAAK,CAAC;QAClC,MAAM,KAAK,GAAG,MAAM,GAAG,QAAQ,CAAC;QAChC,MAAM,IAAI,GAAG,QAAQ,GAAG,CAAC,GAAG,KAAK,CAAC;QAElC,MAAM,CAAC,GAAG,CAAC,MAAM,EAAE,IAAI,CAAC,CAAC;QACzB,OAAO,KAAK,CAAC;IACf,CAAC;IAED;;OAEG;IACK,iBAAiB,CAAC,GAAe,EAAE,MAAsB;QAC/D,MAAM,EAAE,KAAK,EAAE,MAAM,EAAE,MAAM,EAAE,SAAS,EAAE,IAAI,EAAE,GAAG,GAAG,CAAC;QACvD,MAAM,EAAE,YAAY,EAAE,CAAC,EAAE,cAAc,EAAE,CAAC,EAAE,GAAG,MAAM,CAAC;QAEtD,2BAA2B;QAC3B,MAAM,CAAC,GAAG,IAAI,CAAC,YAAY,CAAC,GAAG,CAAC,KAAK,CAAC,IAAI,CAAC,CAAC;QAC5C,MAAM,MAAM,GAAG,IAAI,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,IAAI,CAAC,YAAY,CAAC,GAAG,CAAC,SAAS,CAAC,IAAI,CAAC,CAAC,CAAC;QAClE,MAAM,OAAO,GAAG,MAAM,GAAG,CAAC,GAAG,MAAM,GAAG,CAAC,CAAC;QACxC,IAAI,CAAC,YAAY,CAAC,GAAG,CAAC,KAAK,EAAE,CAAC,GAAG,CAAC,GAAG,OAAO,CAAC,CAAC;QAE9C,iCAAiC;QACjC,MAAM,MAAM,GAAG,IAAI,CAAC,SAAS,CAAC,KAAK,CAAC,CAAC;QACrC,MAAM,QAAQ,GAAG,MAAM,CAAC,GAAG,CAAC,MAAM,CAAC,IAAI,CAAC,CAAC;QACzC,qCAAqC;QACrC,MAAM,IAAI,GAAG,QAAQ,GAAG,CAAC,GAAG,OAAO,CAAC;QACpC,MAAM,CAAC,GAAG,CAAC,MAAM,EAAE,IAAI,CAAC,CAAC;QAEzB,OAAO,OAAO,CAAC;IACjB,CAAC;IAED;;OAEG;IACK,SAAS,CAAC,GAAe,EAAE,MAAsB;QACvD,MAAM,EAAE,KAAK,EAAE,MAAM,EAAE,MAAM,EAAE,SAAS,EAAE,IAAI,EAAE,GAAG,GAAG,CAAC;QACvD,MAAM,EAAE,YAAY,EAAE,CAAC,EAAE,cAAc,EAAE,CAAC,EAAE,SAAS,GAAG,GAAG,EAAE,GAAG,MAAM,CAAC;QAEvE,gBAAgB;QAChB,MAAM,CAAC,GAAG,IAAI,CAAC,YAAY,CAAC,GAAG,CAAC,KAAK,CAAC,IAAI,CAAC,CAAC;QAC5C,MAAM,MAAM,GAAG,IAAI,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,IAAI,CAAC,YAAY,CAAC,GAAG,CAAC,SAAS,CAAC,IAAI,CAAC,CAAC,CAAC;QAClE,MAAM,SAAS,GAAG,MAAM,GAAG,CAAC,GAAG,MAAM,GAAG,CAAC,CAAC;QAC1C,IAAI,CAAC,YAAY,CAAC,GAAG,CAAC,KAAK,EAAE,CAAC,GAAG,CAAC,GAAG,SAAS,CAAC,CAAC;QAEhD,6BAA6B;QAC7B,MAAM,MAAM,GAAG,IAAI,CAAC,SAAS,CAAC,KAAK,CAAC,CAAC;QACrC,MAAM,IAAI,GAAG,MAAM,CAAC,GAAG,CAAC,MAAM,CAAC,IAAI,CAAC,CAAC;QAErC,yCAAyC;QACzC,MAAM,KAAK,GAAG,IAAI,CAAC,GAAG,CAAC,CAAC,GAAG,SAAS,CAAC,CAAC;QACtC,MAAM,YAAY,GAAG,IAAI,CAAC,GAAG,CAAC,CAAC,GAAG,SAAS,EAAE,IAAI,CAAC,GAAG,CAAC,CAAC,GAAG,SAAS,EAAE,KAAK,CAAC,CAAC,CAAC;QAE7E,iDAAiD;QACjD,MAAM,MAAM,GAAG,IAAI,CAAC,GAAG,CAAC,KAAK,GAAG,SAAS,EAAE,YAAY,GAAG,SAAS,CAAC,CAAC;QACrE,MAAM,IAAI,GAAG,IAAI,GAAG,CAAC,GAAG,MAAM,CAAC;QAE/B,MAAM,CAAC,GAAG,CAAC,MAAM,EAAE,IAAI,CAAC,CAAC;QACzB,OAAO,SAAS,CAAC;IACnB,CAAC;IAED;;OAEG;IACK,cAAc,CAAC,GAAe,EAAE,MAAsB;QAC5D,MAAM,EAAE,KAAK,EAAE,MAAM,EAAE,MAAM,EAAE,SAAS,EAAE,IAAI,EAAE,GAAG,GAAG,CAAC;QACvD,MAAM,EAAE,YAAY,EAAE,CAAC,EAAE,cAAc,EAAE,CAAC,EAAE,MAAM,GAAG,GAAG,EAAE,GAAG,MAAM,CAAC;QAEpE,MAAM,MAAM,GAAG,IAAI,CAAC,SAAS,CAAC,KAAK,CAAC,CAAC;QACrC,MAAM,UAAU,GAAG,IAAI,CAAC,SAAS,CAAC,SAAS,CAAC,CAAC;QAE7C,MAAM,QAAQ,GAAG,MAAM,CAAC,GAAG,CAAC,MAAM,CAAC,IAAI,CAAC,CAAC;QACzC,MAAM,QAAQ,GAAG,IAAI,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,IAAI,CAAC,GAAG,CAAC,CAAC,EAAE,GAAG,KAAK,CAAC,IAAI,CAAC,UAAU,CAAC,MAAM,EAAE,CAAC,CAAC,CAAC;QAE5E,MAAM,OAAO,GAAG,MAAM,GAAG,CAAC,GAAG,QAAQ,GAAG,QAAQ,CAAC;QAEjD,oDAAoD;QACpD,MAAM,MAAM,GAAG,IAAI,CAAC,oBAAoB,CAAC,KAAK,CAAC,CAAC;QAChD,MAAM,CAAC,GAAG,CAAC,MAAM,EAAE,CAAC,MAAM,CAAC,GAAG,CAAC,MAAM,CAAC,IAAI,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC;QAElD,mDAAmD;QACnD,KAAK,MAAM,CAAC,CAAC,EAAE,OAAO,CAAC,IAAI,IAAI,CAAC,iBAAiB,EAAE,CAAC;YAClD,MAAM,OAAO,GAAG,IAAI,CAAC,SAAS,CAAC,CAAC,CAAC,CAAC;YAClC,KAAK,MAAM,CAAC,CAAC,EAAE,KAAK,CAAC,IAAI,OAAO,EAAE,CAAC;gBACjC,MAAM,CAAC,GAAG,OAAO,CAAC,GAAG,CAAC,CAAC,CAAC,IAAI,CAAC,CAAC;gBAC9B,OAAO,CAAC,GAAG,CAAC,CAAC,EAAE,CAAC,GAAG,CAAC,GAAG,OAAO,GAAG,KAAK,CAAC,CAAC;gBACxC,cAAc;gBACd,OAAO,CAAC,GAAG,CAAC,CAAC,EAAE,CAAC,GAAG,MAAM,GAAG,KAAK,CAAC,CAAC;YACrC,CAAC;QACH,CAAC;QAED,OAAO,OAAO,CAAC;IACjB,CAAC;IAED;;OAEG;IACK,gBAAgB,CAAC,MAAsB;QAC7C,MAAM,EAAE,YAAY,EAAE,CAAC,EAAE,cAAc,EAAE,CAAC,EAAE,GAAG,MAAM,CAAC;QACtD,MAAM,UAAU,GAAG,IAAI,CAAC,YAAY,CAAC,IAAI,CAAC,YAAY,CAAC,MAAM,GAAG,CAAC,CAAC,CAAC;QACnE,IAAI,CAAC,UAAU,IAAI,UAAU,CAAC,WAAW,CAAC,MAAM,KAAK,CAAC;YAAE,OAAO,CAAC,CAAC;QAEjE,IAAI,CAAC,GAAG,CAAC,CAAC,CAAC,SAAS;QACpB,IAAI,UAAU,GAAG,CAAC,CAAC;QAEnB,iCAAiC;QACjC,KAAK,IAAI,CAAC,GAAG,UAAU,CAAC,WAAW,CAAC,MAAM,GAAG,CAAC,EAAE,CAAC,IAAI,CAAC,EAAE,CAAC,EAAE,EAAE,CAAC;YAC5D,MAAM,GAAG,GAAG,UAAU,CAAC,WAAW,CAAC,CAAC,CAAC,CAAC;YACtC,CAAC,GAAG,GAAG,CAAC,MAAM,GAAG,CAAC,GAAG,CAAC,CAAC;YAEvB,MAAM,MAAM,GAAG,IAAI,CAAC,SAAS,CAAC,GAAG,CAAC,KAAK,CAAC,CAAC;YACzC,MAAM,QAAQ,GAAG,MAAM,CAAC,GAAG,CAAC,GAAG,CAAC,MAAM,CAAC,IAAI,CAAC,CAAC;YAC7C,MAAM,KAAK,GAAG,CAAC,GAAG,QAAQ,CAAC;YAC3B,MAAM,CAAC,GAAG,CAAC,GAAG,CAAC,MAAM,EAAE,QAAQ,GAAG,CAAC,GAAG,KAAK,CAAC,CAAC;YAC7C,UAAU,IAAI,IAAI,CAAC,GAAG,CAAC,KAAK,CAAC,CAAC;QAChC,CAAC;QAED,UAAU,CAAC,SAAS,GAAG,IAAI,CAAC;QAC5B,UAAU,CAAC,WAAW,GAAG,CAAC,CAAC;QAE3B,OAAO,UAAU,GAAG,UAAU,CAAC,WAAW,CAAC,MAAM,CAAC;IACpD,CAAC;IAED;;OAEG;IACK,yBAAyB,CAAC,MAAsB;QACtD,MAAM,EAAE,YAAY,EAAE,CAAC,EAAE,cAAc,GAAG,EAAE,EAAE,GAAG,MAAM,CAAC;QACxD,MAAM,UAAU,GAAG,IAAI,CAAC,YAAY,CAAC,IAAI,CAAC,YAAY,CAAC,MAAM,GAAG,CAAC,CAAC,CAAC;QACnE,IAAI,CAAC,UAAU,IAAI,UAAU,CAAC,WAAW,CAAC,MAAM,KAAK,CAAC;YAAE,OAAO,CAAC,CAAC;QAEjE,yFAAyF;QACzF,qEAAqE;QAErE,IAAI,UAAU,GAAG,CAAC,CAAC;QACnB,MAAM,WAAW,GAAG,UAAU,CAAC,WAAW,CAAC,KAAK,CAAC,CAAC,cAAc,CAAC,CAAC;QAElE,0BAA0B;QAC1B,MAAM,OAAO,GAAa,EAAE,CAAC;QAC7B,IAAI,CAAC,GAAG,CAAC,CAAC;QACV,KAAK,IAAI,CAAC,GAAG,WAAW,CAAC,MAAM,GAAG,CAAC,EAAE,CAAC,IAAI,CAAC,EAAE,CAAC,EAAE,EAAE,CAAC;YACjD,CAAC,IAAI,WAAW,CAAC,CAAC,CAAC,CAAC,MAAM,CAAC;YAC3B,OAAO,CAAC,OAAO,CAAC,CAAC,CAAC,CAAC;QACrB,CAAC;QAED,2CAA2C;QAC3C,KAAK,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,WAAW,CAAC,MAAM,EAAE,CAAC,EAAE,EAAE,CAAC;YAC5C,MAAM,GAAG,GAAG,WAAW,CAAC,CAAC,CAAC,CAAC;YAC3B,MAAM,MAAM,GAAG,IAAI,CAAC,SAAS,CAAC,GAAG,CAAC,KAAK,CAAC,CAAC;YACzC,MAAM,QAAQ,GAAG,MAAM,CAAC,GAAG,CAAC,GAAG,CAAC,MAAM,CAAC,IAAI,CAAC,CAAC;YAE7C,8BAA8B;YAC9B,MAAM,gBAAgB,GAAG,OAAO,CAAC,CAAC,CAAC,GAAG,CAAC,IAAI,CAAC,GAAG,CAAC,OAAO,CAAC,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC;YACjE,MAAM,MAAM,GAAG,QAAQ,GAAG,CAAC,GAAG,gBAAgB,GAAG,GAAG,CAAC,MAAM,CAAC;YAC5D,MAAM,KAAK,GAAG,MAAM,GAAG,QAAQ,CAAC;YAEhC,MAAM,CAAC,GAAG,CAAC,GAAG,CAAC,MAAM,EAAE,MAAM,CAAC,CAAC;YAC/B,UAAU,IAAI,IAAI,CAAC,GAAG,CAAC,KAAK,CAAC,CAAC;QAChC,CAAC;QAED,UAAU,CAAC,SAAS,GAAG,IAAI,CAAC;QAC5B,UAAU,CAAC,WAAW,GAAG,OAAO,CAAC,CAAC,CAAC,CAAC;QAEpC,OAAO,UAAU,GAAG,WAAW,CAAC,MAAM,CAAC;IACzC,CAAC;IAED;;;OAGG;IACK,SAAS,CAAC,GAAe,EAAE,MAAsB;QACvD,oCAAoC;QACpC,IAAI,CAAC,sBAAsB,CAAC,GAAG,CAAC,CAAC;QAEjC,4BAA4B;QAC5B,MAAM,SAAS,GAAG,IAAI,CAAC,gBAAgB,EAAE,CAAC;QAC1C,IAAI,CAAC,SAAS;YAAE,OAAO,IAAI,CAAC,eAAe,CAAC,GAAG,EAAE,MAAM,CAAC,CAAC;QAEzD,yDAAyD;QACzD,OAAO,IAAI,CAAC,eAAe,CAAC,SAAS,EAAE,MAAM,CAAC,CAAC;IACjD,CAAC;IAED,2CAA2C;IAEnC,SAAS,CAAC,KAAa;QAC7B,IAAI,CAAC,IAAI,CAAC,OAAO,CAAC,GAAG,CAAC,KAAK,CAAC,EAAE,CAAC;YAC7B,IAAI,CAAC,OAAO,CAAC,GAAG,CAAC,KAAK,EAAE,IAAI,GAAG,EAAE,CAAC,CAAC;QACrC,CAAC;QACD,OAAO,IAAI,CAAC,OAAO,CAAC,GAAG,CAAC,KAAK,CAAE,CAAC;IAClC,CAAC;IAEO,UAAU,CAAC,KAAa;QAC9B,IAAI,CAAC,IAAI,CAAC,QAAQ,CAAC,GAAG,CAAC,KAAK,CAAC,EAAE,CAAC;YAC9B,IAAI,CAAC,QAAQ,CAAC,GAAG,CAAC,KAAK,EAAE,IAAI,GAAG,EAAE,CAAC,CAAC;QACtC,CAAC;QACD,OAAO,IAAI,CAAC,QAAQ,CAAC,GAAG,CAAC,KAAK,CAAE,CAAC;IACnC,CAAC;IAEO,oBAAoB,CAAC,KAAa;QACxC,IAAI,CAAC,IAAI,CAAC,iBAAiB,CAAC,GAAG,CAAC,KAAK,CAAC,EAAE,CAAC;YACvC,IAAI,CAAC,iBAAiB,CAAC,GAAG,CAAC,KAAK,EAAE,IAAI,GAAG,EAAE,CAAC,CAAC;QAC/C,CAAC;QACD,OAAO,IAAI,CAAC,iBAAiB,CAAC,GAAG,CAAC,KAAK,CAAE,CAAC;IAC5C,CAAC;IAEO,iBAAiB,CAAC,MAAgB,EAAE,WAAmB;QAC7D,IAAI,MAAM,CAAC,MAAM,KAAK,CAAC;YAAE,OAAO,GAAG,CAAC;QACpC,MAAM,MAAM,GAAG,IAAI,CAAC,GAAG,CAAC,GAAG,MAAM,CAAC,CAAC;QACnC,MAAM,SAAS,GAAG,MAAM,CAAC,GAAG,CAAC,CAAC,CAAC,EAAE,CAAC,IAAI,CAAC,GAAG,CAAC,CAAC,GAAG,MAAM,CAAC,CAAC,CAAC;QACxD,MAAM,MAAM,GAAG,SAAS,CAAC,MAAM,CAAC,CAAC,CAAC,EAAE,CAAC,EAAE,EAAE,CAAC,CAAC,GAAG,CAAC,EAAE,CAAC,CAAC,CAAC;QACpD,OAAO,SAAS,CAAC,WAAW,CAAC,GAAG,MAAM,CAAC;IACzC,CAAC;IAEO,sBAAsB,CAAC,GAAe;QAC5C,IAAI,IAAI,CAAC,YAAY,CAAC,MAAM,KAAK,CAAC,IAAI,IAAI,CAAC,YAAY,CAAC,IAAI,CAAC,YAAY,CAAC,MAAM,GAAG,CAAC,CAAC,CAAC,SAAS,EAAE,CAAC;YAChG,IAAI,CAAC,YAAY,CAAC,IAAI,CAAC;gBACrB,WAAW,EAAE,EAAE;gBACf,WAAW,EAAE,CAAC;gBACd,SAAS,EAAE,KAAK;aACjB,CAAC,CAAC;QACL,CAAC;QACD,IAAI,CAAC,YAAY,CAAC,IAAI,CAAC,YAAY,CAAC,MAAM,GAAG,CAAC,CAAC,CAAC,WAAW,CAAC,IAAI,CAAC,GAAG,CAAC,CAAC;IACxE,CAAC;IAEO,gBAAgB;QACtB,MAAM,cAAc,GAAiB,EAAE,CAAC;QACxC,KAAK,MAAM,IAAI,IAAI,IAAI,CAAC,YAAY,EAAE,CAAC;YACrC,cAAc,CAAC,IAAI,CAAC,GAAG,IAAI,CAAC,WAAW,CAAC,CAAC;QAC3C,CAAC;QACD,IAAI,cAAc,CAAC,MAAM,KAAK,CAAC;YAAE,OAAO,IAAI,CAAC;QAC7C,OAAO,cAAc,CAAC,IAAI,CAAC,KAAK,CAAC,IAAI,CAAC,MAAM,EAAE,GAAG,cAAc,CAAC,MAAM,CAAC,CAAC,CAAC;IAC3E,CAAC;IAEO,WAAW,CAAC,SAA4B,EAAE,MAAc,EAAE,KAAa;QAC7E,MAAM,KAAK,GAAG,IAAI,CAAC,KAAK,CAAC,GAAG,CAAC,SAAS,CAAC,CAAC;QACxC,IAAI,CAAC,KAAK;YAAE,OAAO;QAEnB,KAAK,CAAC,OAAO,EAAE,CAAC;QAChB,KAAK,CAAC,UAAU,GAAG,IAAI,CAAC,GAAG,EAAE,CAAC;QAE9B,yBAAyB;QACzB,IAAI,CAAC,aAAa,CAAC,IAAI,CAAC,MAAM,CAAC,CAAC;QAChC,IAAI,IAAI,CAAC,aAAa,CAAC,MAAM,GAAG,IAAI,EAAE,CAAC;YACrC,IAAI,CAAC,aAAa,CAAC,KAAK,EAAE,CAAC;QAC7B,CAAC;QACD,KAAK,CAAC,SAAS,GAAG,IAAI,CAAC,aAAa,CAAC,MAAM,CAAC,CAAC,CAAC,EAAE,CAAC,EAAE,EAAE,CAAC,CAAC,GAAG,CAAC,EAAE,CAAC,CAAC,GAAG,IAAI,CAAC,aAAa,CAAC,MAAM,CAAC;QAE5F,wDAAwD;QACxD,KAAK,CAAC,gBAAgB,GAAG,CAAC,GAAG,CAAC,CAAC,GAAG,KAAK,CAAC,CAAC;IAC3C,CAAC;IAED;;OAEG;IACH,QAAQ;QACN,OAAO,IAAI,GAAG,CAAC,IAAI,CAAC,KAAK,CAAC,CAAC;IAC7B,CAAC;IAED;;OAEG;IACH,eAAe;QAMb,IAAI,aAAa,GAAsB,YAAY,CAAC;QACpD,IAAI,SAAS,GAAG,CAAC,QAAQ,CAAC;QAC1B,IAAI,YAAY,GAAG,CAAC,CAAC;QAErB,MAAM,UAAU,GAAqB,EAAE,CAAC;QAExC,KAAK,MAAM,CAAC,GAAG,EAAE,KAAK,CAAC,IAAI,IAAI,CAAC,KAAK,EAAE,CAAC;YACtC,UAAU,CAAC,IAAI,CAAC,KAAK,CAAC,CAAC;YACvB,YAAY,IAAI,KAAK,CAAC,OAAO,CAAC;YAE9B,MAAM,KAAK,GAAG,KAAK,CAAC,SAAS,GAAG,KAAK,CAAC,gBAAgB,CAAC;YACvD,IAAI,KAAK,GAAG,SAAS,IAAI,KAAK,CAAC,OAAO,GAAG,CAAC,EAAE,CAAC;gBAC3C,SAAS,GAAG,KAAK,CAAC;gBAClB,aAAa,GAAG,GAAG,CAAC;YACtB,CAAC;QACH,CAAC;QAED,OAAO;YACL,aAAa;YACb,YAAY;YACZ,SAAS,EAAE,IAAI,CAAC,aAAa,CAAC,MAAM,GAAG,CAAC;gBACtC,CAAC,CAAC,IAAI,CAAC,aAAa,CAAC,MAAM,CAAC,CAAC,CAAC,EAAE,CAAC,EAAE,EAAE,CAAC,CAAC,GAAG,CAAC,EAAE,CAAC,CAAC,GAAG,IAAI,CAAC,aAAa,CAAC,MAAM;gBAC3E,CAAC,CAAC,CAAC;YACL,UAAU,EAAE,UAAU,CAAC,MAAM,CAAC,CAAC,CAAC,EAAE,CAAC,CAAC,CAAC,OAAO,GAAG,CAAC,CAAC;SAClD,CAAC;IACJ,CAAC;IAED;;OAEG;IACH,MAAM;QASJ,MAAM,OAAO,GAA2C,EAAE,CAAC;QAC3D,KAAK,MAAM,CAAC,KAAK,EAAE,OAAO,CAAC,IAAI,IAAI,CAAC,OAAO,EAAE,CAAC;YAC5C,OAAO,CAAC,KAAK,CAAC,GAAG,MAAM,CAAC,WAAW,CAAC,OAAO,CAAC,CAAC;QAC/C,CAAC;QAED,MAAM,QAAQ,GAA2C,EAAE,CAAC;QAC5D,KAAK,MAAM,CAAC,KAAK,EAAE,OAAO,CAAC,IAAI,IAAI,CAAC,QAAQ,EAAE,CAAC;YAC7C,QAAQ,CAAC,KAAK,CAAC,GAAG,MAAM,CAAC,WAAW,CAAC,OAAO,CAAC,CAAC;QAChD,CAAC;QAED,MAAM,YAAY,GAAG,MAAM,CAAC,WAAW,CAAC,IAAI,CAAC,YAAY,CAAC,CAAC;QAC3D,MAAM,KAAK,GAAmC,EAAE,CAAC;QACjD,KAAK,MAAM,CAAC,GAAG,EAAE,CAAC,CAAC,IAAI,IAAI,CAAC,KAAK,EAAE,CAAC;YAClC,KAAK,CAAC,GAAG,CAAC,GAAG,CAAC,CAAC;QACjB,CAAC;QAED,MAAM,OAAO,GAAmC,EAAE,CAAC;QACnD,KAAK,MAAM,CAAC,IAAI,EAAE,MAAM,CAAC,IAAI,IAAI,CAAC,OAAO,EAAE,CAAC;YAC1C,OAAO,CAAC,IAAI,CAAC,GAAG,MAAM,CAAC;QACzB,CAAC;QAED,OAAO;YACL,OAAO;YACP,QAAQ;YACR,YAAY;YACZ,YAAY,EAAE,IAAI,CAAC,YAAY,CAAC,KAAK,CAAC,CAAC,GAAG,CAAC,EAAE,6BAA6B;YAC1E,KAAK;YACL,OAAO;YACP,aAAa,EAAE,IAAI,CAAC,aAAa,CAAC,KAAK,CAAC,CAAC,IAAI,CAAC;SAC/C,CAAC;IACJ,CAAC;IAED;;OAEG;IACH,MAAM,CAAC,IAA0C;QAC/C,WAAW;QACX,IAAI,CAAC,OAAO,CAAC,KAAK,EAAE,CAAC;QACrB,KAAK,MAAM,CAAC,KAAK,EAAE,OAAO,CAAC,IAAI,MAAM,CAAC,OAAO,CAAC,IAAI,CAAC,OAAO,IAAI,EAAE,CAAC,EAAE,CAAC;YAClE,IAAI,CAAC,OAAO,CAAC,GAAG,CAAC,KAAK,EAAE,IAAI,GAAG,CAAC,MAAM,CAAC,OAAO,CAAC,OAAO,CAAC,CAAC,CAAC,CAAC;QAC5D,CAAC;QAED,IAAI,CAAC,QAAQ,CAAC,KAAK,EAAE,CAAC;QACtB,KAAK,MAAM,CAAC,KAAK,EAAE,OAAO,CAAC,IAAI,MAAM,CAAC,OAAO,CAAC,IAAI,CAAC,QAAQ,IAAI,EAAE,CAAC,EAAE,CAAC;YACnE,IAAI,CAAC,QAAQ,CAAC,GAAG,CAAC,KAAK,EAAE,IAAI,GAAG,CAAC,MAAM,CAAC,OAAO,CAAC,OAAO,CAAC,CAAC,CAAC,CAAC;QAC7D,CAAC;QAED,gBAAgB;QAChB,IAAI,CAAC,YAAY,GAAG,IAAI,GAAG,CAAC,MAAM,CAAC,OAAO,CAAC,IAAI,CAAC,YAAY,IAAI,EAAE,CAAC,CAAC,CAAC;QAErE,eAAe;QACf,IAAI,CAAC,YAAY,GAAG,IAAI,CAAC,YAAY,IAAI,EAAE,CAAC;QAE5C,QAAQ;QACR,KAAK,MAAM,CAAC,GAAG,EAAE,CAAC,CAAC,IAAI,MAAM,CAAC,OAAO,CAAC,IAAI,CAAC,KAAK,IAAI,EAAE,CAAC,EAAE,CAAC;YACxD,IAAI,CAAC,KAAK,CAAC,GAAG,CAAC,GAAwB,EAAE,CAAmB,CAAC,CAAC;QAChE,CAAC;QAED,UAAU;QACV,KAAK,MAAM,CAAC,IAAI,EAAE,MAAM,CAAC,IAAI,MAAM,CAAC,OAAO,CAAC,IAAI,CAAC,OAAO,IAAI,EAAE,CAAC,EAAE,CAAC;YAChE,IAAI,CAAC,OAAO,CAAC,GAAG,CAAC,IAAgB,EAAE,MAAwB,CAAC,CAAC;QAC/D,CAAC;QAED,iBAAiB;QACjB,IAAI,CAAC,aAAa,GAAG,IAAI,CAAC,aAAa,IAAI,EAAE,CAAC;IAChD,CAAC;IAED;;OAEG;IACH,KAAK;QACH,IAAI,CAAC,OAAO,CAAC,KAAK,EAAE,CAAC;QACrB,IAAI,CAAC,QAAQ,CAAC,KAAK,EAAE,CAAC;QACtB,IAAI,CAAC,iBAAiB,CAAC,KAAK,EAAE,CAAC;QAC/B,IAAI,CAAC,YAAY,CAAC,KAAK,EAAE,CAAC;QAC1B,IAAI,CAAC,YAAY,CAAC,KAAK,EAAE,CAAC;QAC1B,IAAI,CAAC,YAAY,GAAG,EAAE,CAAC;QACvB,IAAI,CAAC,aAAa,GAAG,EAAE,CAAC;QAExB,cAAc;QACd,KAAK,MAAM,KAAK,IAAI,IAAI,CAAC,KAAK,CAAC,MAAM,EAAE,EAAE,CAAC;YACxC,KAAK,CAAC,OAAO,GAAG,CAAC,CAAC;YAClB,KAAK,CAAC,SAAS,GAAG,CAAC,CAAC;YACpB,KAAK,CAAC,gBAAgB,GAAG,CAAC,CAAC;QAC7B,CAAC;IACH,CAAC;IAED;;OAEG;IACH,MAAM,CAAC,aAAa;QAClB,OAAO;YACL,EAAE,SAAS,EAAE,YAAY,EAAE,WAAW,EAAE,4BAA4B,EAAE,OAAO,EAAE,iBAAiB,EAAE;YAClG,EAAE,SAAS,EAAE,OAAO,EAAE,WAAW,EAAE,yBAAyB,EAAE,OAAO,EAAE,iBAAiB,EAAE;YAC1F,EAAE,SAAS,EAAE,UAAU,EAAE,WAAW,EAAE,wBAAwB,EAAE,OAAO,EAAE,iBAAiB,EAAE;YAC5F,EAAE,SAAS,EAAE,cAAc,EAAE,WAAW,EAAE,yBAAyB,EAAE,OAAO,EAAE,oBAAoB,EAAE;YACpG,EAAE,SAAS,EAAE,KAAK,EAAE,WAAW,EAAE,uBAAuB,EAAE,OAAO,EAAE,qBAAqB,EAAE;YAC1F,EAAE,SAAS,EAAE,sBAAsB,EAAE,WAAW,EAAE,mBAAmB,EAAE,OAAO,EAAE,qBAAqB,EAAE;YACvG,EAAE,SAAS,EAAE,aAAa,EAAE,WAAW,EAAE,uBAAuB,EAAE,OAAO,EAAE,oBAAoB,EAAE;YACjG,EAAE,SAAS,EAAE,WAAW,EAAE,WAAW,EAAE,oBAAoB,EAAE,OAAO,EAAE,mBAAmB,EAAE;YAC3F,EAAE,SAAS,EAAE,KAAK,EAAE,WAAW,EAAE,mBAAmB,EAAE,OAAO,EAAE,iBAAiB,EAAE;SACnF,CAAC;IACJ,CAAC;CACF;AAtoBD,wCAsoBC;AAED,kBAAe,cAAc,CAAC"} \ No newline at end of file diff --git a/npm/packages/ruvector/src/core/neural-embeddings.d.ts b/npm/packages/ruvector/src/core/neural-embeddings.d.ts deleted file mode 100644 index 0009b5fe59..0000000000 --- a/npm/packages/ruvector/src/core/neural-embeddings.d.ts +++ /dev/null @@ -1,393 +0,0 @@ -/** - * Neural Embedding System - Frontier Embedding Intelligence - * - * Implements late-2025 research concepts treating embeddings as: - * 1. CONTROL SIGNALS - Semantic drift detection, reflex triggers - * 2. MEMORY PHYSICS - Forgetting curves, interference, consolidation - * 3. PROGRAM STATE - Agent state management via geometry - * 4. COORDINATION PRIMITIVES - Multi-agent swarm alignment - * 5. SAFETY MONITORS - Coherence detection, misalignment alerts - * 6. NEURAL SUBSTRATE - Synthetic nervous system layer - * - * Based on: - * - TinyTE (EMNLP 2025): Embedding-layer steering - * - DoRA (ICML 2024): Magnitude-direction decomposition - * - S-LoRA/Punica: Multi-adapter serving patterns - * - MMTEB: Multilingual embedding benchmarks - */ -export declare const NEURAL_CONSTANTS: { - readonly MAX_DRIFT_EVENTS: 1000; - readonly MAX_HISTORY_SIZE: 500; - readonly DEFAULT_DRIFT_THRESHOLD: 0.15; - readonly DEFAULT_DRIFT_WINDOW_MS: 60000; - readonly DRIFT_CRITICAL_MULTIPLIER: 2; - readonly VELOCITY_WINDOW_SIZE: 10; - readonly MAX_MEMORIES: 10000; - readonly MAX_CONTENT_LENGTH: 10000; - readonly MAX_ID_LENGTH: 256; - readonly DEFAULT_MEMORY_DECAY_RATE: 0.01; - readonly DEFAULT_INTERFERENCE_THRESHOLD: 0.8; - readonly DEFAULT_CONSOLIDATION_RATE: 0.1; - readonly MEMORY_FORGET_THRESHOLD: 0.01; - readonly CONSOLIDATION_SCORE_THRESHOLD: 0.5; - readonly MEMORY_CLEANUP_PERCENT: 0.1; - readonly RECALL_STRENGTH_BOOST: 0.1; - readonly MAX_TIME_JUMP_MINUTES: 1440; - readonly MAX_AGENTS: 1000; - readonly MAX_SPECIALTY_LENGTH: 100; - readonly AGENT_TIMEOUT_MS: 3600000; - readonly DEFAULT_AGENT_ENERGY: 1; - readonly TRAJECTORY_DAMPING: 0.1; - readonly MAX_TRAJECTORY_STEPS: 100; - readonly MAX_CLUSTER_AGENTS: 500; - readonly DEFAULT_CLUSTER_THRESHOLD: 0.7; - readonly DEFAULT_WINDOW_SIZE: 100; - readonly MIN_CALIBRATION_OBSERVATIONS: 10; - readonly STABILITY_WINDOW_SIZE: 10; - readonly ALIGNMENT_WINDOW_SIZE: 50; - readonly RECENT_OBSERVATIONS_SIZE: 20; - readonly DRIFT_WARNING_THRESHOLD: 0.3; - readonly STABILITY_WARNING_THRESHOLD: 0.5; - readonly ALIGNMENT_WARNING_THRESHOLD: 0.6; - readonly COHERENCE_WARNING_THRESHOLD: 0.5; - readonly EPSILON: 1e-8; - readonly ZERO_VECTOR_THRESHOLD: 1e-10; - readonly DEFAULT_DIMENSION: 384; - readonly DEFAULT_REFLEX_LATENCY_MS: 10; -}; -export type LogLevel = 'debug' | 'info' | 'warn' | 'error'; -export interface NeuralLogger { - log(level: LogLevel, message: string, data?: Record): void; -} -/** Default console logger */ -export declare const defaultLogger: NeuralLogger; -/** Silent logger for suppressing output */ -export declare const silentLogger: NeuralLogger; -export interface DriftEvent { - readonly timestamp: number; - readonly magnitude: number; - readonly direction: Float32Array; - readonly category: 'normal' | 'warning' | 'critical'; - readonly source?: string; -} -export interface NeuralMemoryEntry { - readonly id: string; - readonly embedding: Float32Array; - readonly content: string; - strength: number; - lastAccess: number; - accessCount: number; - consolidationLevel: number; - interference: number; -} -export interface AgentState { - readonly id: string; - position: Float32Array; - velocity: Float32Array; - attention: Float32Array; - energy: number; - mode: string; - lastUpdate: number; -} -export interface CoherenceReport { - readonly timestamp: number; - readonly overallScore: number; - readonly driftScore: number; - readonly stabilityScore: number; - readonly alignmentScore: number; - readonly anomalies: ReadonlyArray<{ - readonly type: string; - readonly severity: number; - readonly description: string; - }>; -} -export interface NeuralConfig { - readonly dimension?: number; - readonly driftThreshold?: number; - readonly driftWindowMs?: number; - readonly memoryDecayRate?: number; - readonly interferenceThreshold?: number; - readonly consolidationRate?: number; - readonly reflexLatencyMs?: number; - readonly logger?: NeuralLogger; -} -/** - * Detects semantic drift and triggers reflexes based on embedding movement. - * Instead of asking "what is similar", asks "how far did we move". - */ -export declare class SemanticDriftDetector { - private baseline; - private history; - private driftEvents; - private config; - private logger; - private reflexes; - constructor(config?: NeuralConfig); - /** - * Set the baseline embedding (reference point) - */ - setBaseline(embedding: number[] | Float32Array): void; - /** - * Observe a new embedding and detect drift - */ - observe(embedding: number[] | Float32Array, source?: string): DriftEvent | null; - /** - * Calculate drift between two embeddings - */ - private calculateDrift; - /** - * Register a reflex callback for drift events - */ - registerReflex(name: string, callback: (event: DriftEvent) => void): void; - /** - * Trigger registered reflexes - */ - private triggerReflexes; - /** - * Get recent drift velocity (rate of change) - */ - getVelocity(): number; - /** - * Get drift statistics - */ - getStats(): { - currentDrift: number; - velocity: number; - criticalEvents: number; - warningEvents: number; - historySize: number; - }; - /** - * Reset baseline to current position - */ - recenter(): void; -} -/** - * Implements hippocampal-like memory dynamics in embedding space. - * Memory strength decays, similar memories interfere, consolidation strengthens. - */ -export declare class MemoryPhysics { - private memories; - private config; - private lastUpdate; - private logger; - constructor(config?: NeuralConfig); - /** - * Encode a new memory - */ - encode(id: string, embedding: number[] | Float32Array, content: string): NeuralMemoryEntry; - /** - * Recall memories similar to a query (strengthens accessed memories) - */ - recall(query: number[] | Float32Array, k?: number): NeuralMemoryEntry[]; - /** - * Apply time-based decay to all memories - */ - private applyDecay; - /** - * Consolidate memories (like sleep consolidation) - * Strengthens frequently accessed, weakly interfered memories - */ - consolidate(): { - consolidated: number; - forgotten: number; - }; - /** - * Get memory statistics - */ - getStats(): { - totalMemories: number; - avgStrength: number; - avgConsolidation: number; - avgInterference: number; - }; - private cosineSimilarity; - /** - * Force cleanup of weak memories when limit reached - */ - private forceCleanup; -} -/** - * Manages agent state as movement through embedding space. - * Decisions become geometric - no explicit state machine. - */ -export declare class EmbeddingStateMachine { - private agents; - private modeRegions; - private config; - private logger; - private lastCleanup; - constructor(config?: NeuralConfig); - /** - * Create or update an agent - */ - updateAgent(id: string, embedding: number[] | Float32Array): AgentState; - /** - * Remove stale agents that haven't been updated recently - */ - private cleanupStaleAgents; - /** - * Manually remove an agent - */ - removeAgent(id: string): boolean; - /** - * Define a mode region in embedding space - */ - defineMode(name: string, centroid: number[] | Float32Array, radius?: number): void; - /** - * Determine which mode an agent is in based on position - */ - private determineMode; - /** - * Get agent trajectory prediction - */ - predictTrajectory(id: string, steps?: number): Float32Array[]; - /** - * Apply attention to agent state - */ - attendTo(agentId: string, focusEmbedding: number[] | Float32Array): void; - /** - * Get all agents in a specific mode - */ - getAgentsInMode(mode: string): AgentState[]; - private euclideanDistance; -} -/** - * Enables multi-agent coordination through shared embedding space. - * Swarm behavior emerges from geometry, not protocol. - */ -export declare class SwarmCoordinator { - private agents; - private sharedContext; - private config; - private logger; - constructor(config?: NeuralConfig); - /** - * Register an agent with the swarm - */ - register(id: string, embedding: number[] | Float32Array, specialty?: string): void; - /** - * Update agent position (from their work/observations) - */ - update(id: string, embedding: number[] | Float32Array): void; - /** - * Update shared context (centroid of all agents) - */ - private updateSharedContext; - /** - * Get coordination signal for an agent (how to align with swarm) - */ - getCoordinationSignal(id: string): Float32Array; - /** - * Find agents working on similar things (for collaboration) - */ - findCollaborators(id: string, k?: number): Array<{ - id: string; - similarity: number; - specialty: string; - }>; - /** - * Detect emergent clusters (specialization) - */ - detectClusters(threshold?: number): Map; - /** - * Get swarm coherence (how aligned are agents) - */ - getCoherence(): number; - private cosineSimilarity; - /** - * Remove an agent from the swarm - */ - removeAgent(id: string): boolean; -} -/** - * Monitors system coherence via embedding patterns. - * Detects degradation, poisoning, misalignment before explicit failures. - */ -export declare class CoherenceMonitor { - private history; - private baselineDistribution; - private config; - private logger; - constructor(config?: NeuralConfig & { - windowSize?: number; - }); - /** - * Record an observation - */ - observe(embedding: number[] | Float32Array, source?: string): void; - /** - * Establish baseline distribution - */ - calibrate(): void; - /** - * Generate coherence report - */ - report(): CoherenceReport; - private calculateDriftScore; - private calculateStabilityScore; - private calculateAlignmentScore; - private cosineSimilarity; -} -/** - * Unified neural embedding substrate combining all components. - * Acts like a synthetic nervous system with reflexes, memory, and coordination. - */ -export declare class NeuralSubstrate { - readonly drift: SemanticDriftDetector; - readonly memory: MemoryPhysics; - readonly state: EmbeddingStateMachine; - readonly swarm: SwarmCoordinator; - readonly coherence: CoherenceMonitor; - private config; - private logger; - private reflexLatency; - constructor(config?: NeuralConfig); - /** - * Process an embedding through the entire substrate - */ - process(embedding: number[] | Float32Array, options?: { - agentId?: string; - memoryId?: string; - content?: string; - source?: string; - }): { - drift: DriftEvent | null; - memory: NeuralMemoryEntry | null; - state: AgentState | null; - }; - /** - * Query the substrate - */ - query(embedding: number[] | Float32Array, k?: number): { - memories: NeuralMemoryEntry[]; - collaborators: Array<{ - id: string; - similarity: number; - specialty: string; - }>; - coherence: CoherenceReport; - }; - /** - * Get overall system health - */ - health(): { - driftStats: ReturnType; - memoryStats: ReturnType; - swarmCoherence: number; - coherenceReport: CoherenceReport; - }; - /** - * Run consolidation (like "sleep") - */ - consolidate(): { - consolidated: number; - forgotten: number; - }; - /** - * Calibrate coherence baseline - */ - calibrate(): void; -} -export default NeuralSubstrate; -//# sourceMappingURL=neural-embeddings.d.ts.map \ No newline at end of file diff --git a/npm/packages/ruvector/src/core/neural-embeddings.d.ts.map b/npm/packages/ruvector/src/core/neural-embeddings.d.ts.map deleted file mode 100644 index 75c3ac9e75..0000000000 --- a/npm/packages/ruvector/src/core/neural-embeddings.d.ts.map +++ /dev/null @@ -1 +0,0 @@ -{"version":3,"file":"neural-embeddings.d.ts","sourceRoot":"","sources":["neural-embeddings.ts"],"names":[],"mappings":"AAAA;;;;;;;;;;;;;;;;GAgBG;AAMH,eAAO,MAAM,gBAAgB;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;CAoDnB,CAAC;AAMX,MAAM,MAAM,QAAQ,GAAG,OAAO,GAAG,MAAM,GAAG,MAAM,GAAG,OAAO,CAAC;AAE3D,MAAM,WAAW,YAAY;IAC3B,GAAG,CAAC,KAAK,EAAE,QAAQ,EAAE,OAAO,EAAE,MAAM,EAAE,IAAI,CAAC,EAAE,MAAM,CAAC,MAAM,EAAE,OAAO,CAAC,GAAG,IAAI,CAAC;CAC7E;AAED,6BAA6B;AAC7B,eAAO,MAAM,aAAa,EAAE,YAS3B,CAAC;AAEF,2CAA2C;AAC3C,eAAO,MAAM,YAAY,EAAE,YAE1B,CAAC;AAMF,MAAM,WAAW,UAAU;IACzB,QAAQ,CAAC,SAAS,EAAE,MAAM,CAAC;IAC3B,QAAQ,CAAC,SAAS,EAAE,MAAM,CAAC;IAC3B,QAAQ,CAAC,SAAS,EAAE,YAAY,CAAC;IACjC,QAAQ,CAAC,QAAQ,EAAE,QAAQ,GAAG,SAAS,GAAG,UAAU,CAAC;IACrD,QAAQ,CAAC,MAAM,CAAC,EAAE,MAAM,CAAC;CAC1B;AAED,MAAM,WAAW,iBAAiB;IAChC,QAAQ,CAAC,EAAE,EAAE,MAAM,CAAC;IACpB,QAAQ,CAAC,SAAS,EAAE,YAAY,CAAC;IACjC,QAAQ,CAAC,OAAO,EAAE,MAAM,CAAC;IACzB,QAAQ,EAAE,MAAM,CAAC;IACjB,UAAU,EAAE,MAAM,CAAC;IACnB,WAAW,EAAE,MAAM,CAAC;IACpB,kBAAkB,EAAE,MAAM,CAAC;IAC3B,YAAY,EAAE,MAAM,CAAC;CACtB;AAED,MAAM,WAAW,UAAU;IACzB,QAAQ,CAAC,EAAE,EAAE,MAAM,CAAC;IACpB,QAAQ,EAAE,YAAY,CAAC;IACvB,QAAQ,EAAE,YAAY,CAAC;IACvB,SAAS,EAAE,YAAY,CAAC;IACxB,MAAM,EAAE,MAAM,CAAC;IACf,IAAI,EAAE,MAAM,CAAC;IACb,UAAU,EAAE,MAAM,CAAC;CACpB;AAED,MAAM,WAAW,eAAe;IAC9B,QAAQ,CAAC,SAAS,EAAE,MAAM,CAAC;IAC3B,QAAQ,CAAC,YAAY,EAAE,MAAM,CAAC;IAC9B,QAAQ,CAAC,UAAU,EAAE,MAAM,CAAC;IAC5B,QAAQ,CAAC,cAAc,EAAE,MAAM,CAAC;IAChC,QAAQ,CAAC,cAAc,EAAE,MAAM,CAAC;IAChC,QAAQ,CAAC,SAAS,EAAE,aAAa,CAAC;QAChC,QAAQ,CAAC,IAAI,EAAE,MAAM,CAAC;QACtB,QAAQ,CAAC,QAAQ,EAAE,MAAM,CAAC;QAC1B,QAAQ,CAAC,WAAW,EAAE,MAAM,CAAC;KAC9B,CAAC,CAAC;CACJ;AAED,MAAM,WAAW,YAAY;IAC3B,QAAQ,CAAC,SAAS,CAAC,EAAE,MAAM,CAAC;IAC5B,QAAQ,CAAC,cAAc,CAAC,EAAE,MAAM,CAAC;IACjC,QAAQ,CAAC,aAAa,CAAC,EAAE,MAAM,CAAC;IAChC,QAAQ,CAAC,eAAe,CAAC,EAAE,MAAM,CAAC;IAClC,QAAQ,CAAC,qBAAqB,CAAC,EAAE,MAAM,CAAC;IACxC,QAAQ,CAAC,iBAAiB,CAAC,EAAE,MAAM,CAAC;IACpC,QAAQ,CAAC,eAAe,CAAC,EAAE,MAAM,CAAC;IAClC,QAAQ,CAAC,MAAM,CAAC,EAAE,YAAY,CAAC;CAChC;AAMD;;;GAGG;AACH,qBAAa,qBAAqB;IAChC,OAAO,CAAC,QAAQ,CAA6B;IAC7C,OAAO,CAAC,OAAO,CAA6D;IAC5E,OAAO,CAAC,WAAW,CAAoB;IACvC,OAAO,CAAC,MAAM,CAAiF;IAC/F,OAAO,CAAC,MAAM,CAAe;IAG7B,OAAO,CAAC,QAAQ,CAAuD;gBAE3D,MAAM,GAAE,YAAiB;IASrC;;OAEG;IACH,WAAW,CAAC,SAAS,EAAE,MAAM,EAAE,GAAG,YAAY,GAAG,IAAI;IAMrD;;OAEG;IACH,OAAO,CAAC,SAAS,EAAE,MAAM,EAAE,GAAG,YAAY,EAAE,MAAM,CAAC,EAAE,MAAM,GAAG,UAAU,GAAG,IAAI;IAwD/E;;OAEG;IACH,OAAO,CAAC,cAAc;IAyBtB;;OAEG;IACH,cAAc,CAAC,IAAI,EAAE,MAAM,EAAE,QAAQ,EAAE,CAAC,KAAK,EAAE,UAAU,KAAK,IAAI,GAAG,IAAI;IAIzE;;OAEG;IACH,OAAO,CAAC,eAAe;IAoBvB;;OAEG;IACH,WAAW,IAAI,MAAM;IAgBrB;;OAEG;IACH,QAAQ,IAAI;QACV,YAAY,EAAE,MAAM,CAAC;QACrB,QAAQ,EAAE,MAAM,CAAC;QACjB,cAAc,EAAE,MAAM,CAAC;QACvB,aAAa,EAAE,MAAM,CAAC;QACtB,WAAW,EAAE,MAAM,CAAC;KACrB;IAcD;;OAEG;IACH,QAAQ,IAAI,IAAI;CAKjB;AAMD;;;GAGG;AACH,qBAAa,aAAa;IACxB,OAAO,CAAC,QAAQ,CAA6C;IAC7D,OAAO,CAAC,MAAM,CAAgH;IAC9H,OAAO,CAAC,UAAU,CAAsB;IACxC,OAAO,CAAC,MAAM,CAAe;gBAEjB,MAAM,GAAE,YAAiB;IAUrC;;OAEG;IACH,MAAM,CAAC,EAAE,EAAE,MAAM,EAAE,SAAS,EAAE,MAAM,EAAE,GAAG,YAAY,EAAE,OAAO,EAAE,MAAM,GAAG,iBAAiB;IAiD1F;;OAEG;IACH,MAAM,CAAC,KAAK,EAAE,MAAM,EAAE,GAAG,YAAY,EAAE,CAAC,GAAE,MAAU,GAAG,iBAAiB,EAAE;IA8B1E;;OAEG;IACH,OAAO,CAAC,UAAU;IAyBlB;;;OAGG;IACH,WAAW,IAAI;QAAE,YAAY,EAAE,MAAM,CAAC;QAAC,SAAS,EAAE,MAAM,CAAA;KAAE;IAsB1D;;OAEG;IACH,QAAQ,IAAI;QACV,aAAa,EAAE,MAAM,CAAC;QACtB,WAAW,EAAE,MAAM,CAAC;QACpB,gBAAgB,EAAE,MAAM,CAAC;QACzB,eAAe,EAAE,MAAM,CAAC;KACzB;IAqBD,OAAO,CAAC,gBAAgB;IAYxB;;OAEG;IACH,OAAO,CAAC,YAAY;CASrB;AAMD;;;GAGG;AACH,qBAAa,qBAAqB;IAChC,OAAO,CAAC,MAAM,CAAsC;IACpD,OAAO,CAAC,WAAW,CAAsE;IACzF,OAAO,CAAC,MAAM,CAAwB;IACtC,OAAO,CAAC,MAAM,CAAe;IAC7B,OAAO,CAAC,WAAW,CAAsB;gBAE7B,MAAM,GAAE,YAAiB;IAOrC;;OAEG;IACH,WAAW,CAAC,EAAE,EAAE,MAAM,EAAE,SAAS,EAAE,MAAM,EAAE,GAAG,YAAY,GAAG,UAAU;IA4CvE;;OAEG;IACH,OAAO,CAAC,kBAAkB;IAqB1B;;OAEG;IACH,WAAW,CAAC,EAAE,EAAE,MAAM,GAAG,OAAO;IAIhC;;OAEG;IACH,UAAU,CAAC,IAAI,EAAE,MAAM,EAAE,QAAQ,EAAE,MAAM,EAAE,GAAG,YAAY,EAAE,MAAM,GAAE,MAAY,GAAG,IAAI;IAOvF;;OAEG;IACH,OAAO,CAAC,aAAa;IAgBrB;;OAEG;IACH,iBAAiB,CAAC,EAAE,EAAE,MAAM,EAAE,KAAK,GAAE,MAAU,GAAG,YAAY,EAAE;IAyBhE;;OAEG;IACH,QAAQ,CAAC,OAAO,EAAE,MAAM,EAAE,cAAc,EAAE,MAAM,EAAE,GAAG,YAAY,GAAG,IAAI;IAoBxE;;OAEG;IACH,eAAe,CAAC,IAAI,EAAE,MAAM,GAAG,UAAU,EAAE;IAI3C,OAAO,CAAC,iBAAiB;CAQ1B;AAMD;;;GAGG;AACH,qBAAa,gBAAgB;IAC3B,OAAO,CAAC,MAAM,CAKC;IAEf,OAAO,CAAC,aAAa,CAAe;IACpC,OAAO,CAAC,MAAM,CAAwB;IACtC,OAAO,CAAC,MAAM,CAAe;gBAEjB,MAAM,GAAE,YAAiB;IAMrC;;OAEG;IACH,QAAQ,CAAC,EAAE,EAAE,MAAM,EAAE,SAAS,EAAE,MAAM,EAAE,GAAG,YAAY,EAAE,SAAS,GAAE,MAAkB,GAAG,IAAI;IA+B7F;;OAEG;IACH,MAAM,CAAC,EAAE,EAAE,MAAM,EAAE,SAAS,EAAE,MAAM,EAAE,GAAG,YAAY,GAAG,IAAI;IAkB5D;;OAEG;IACH,OAAO,CAAC,mBAAmB;IAc3B;;OAEG;IACH,qBAAqB,CAAC,EAAE,EAAE,MAAM,GAAG,YAAY;IAY/C;;OAEG;IACH,iBAAiB,CAAC,EAAE,EAAE,MAAM,EAAE,CAAC,GAAE,MAAU,GAAG,KAAK,CAAC;QAAE,EAAE,EAAE,MAAM,CAAC;QAAC,UAAU,EAAE,MAAM,CAAC;QAAC,SAAS,EAAE,MAAM,CAAA;KAAE,CAAC;IAe1G;;OAEG;IACH,cAAc,CAAC,SAAS,GAAE,MAAmD,GAAG,GAAG,CAAC,MAAM,EAAE,MAAM,EAAE,CAAC;IAqCrG;;OAEG;IACH,YAAY,IAAI,MAAM;IAiBtB,OAAO,CAAC,gBAAgB;IAYxB;;OAEG;IACH,WAAW,CAAC,EAAE,EAAE,MAAM,GAAG,OAAO;CAOjC;AAMD;;;GAGG;AACH,qBAAa,gBAAgB;IAC3B,OAAO,CAAC,OAAO,CAIP;IACR,OAAO,CAAC,oBAAoB,CAGZ;IAChB,OAAO,CAAC,MAAM,CAA4C;IAC1D,OAAO,CAAC,MAAM,CAAe;gBAEjB,MAAM,GAAE,YAAY,GAAG;QAAE,UAAU,CAAC,EAAE,MAAM,CAAA;KAAO;IAQ/D;;OAEG;IACH,OAAO,CAAC,SAAS,EAAE,MAAM,EAAE,GAAG,YAAY,EAAE,MAAM,GAAE,MAAkB,GAAG,IAAI;IAiB7E;;OAEG;IACH,SAAS,IAAI,IAAI;IAgCjB;;OAEG;IACH,MAAM,IAAI,eAAe;IAkDzB,OAAO,CAAC,mBAAmB;IAyB3B,OAAO,CAAC,uBAAuB;IAoB/B,OAAO,CAAC,uBAAuB;IA8B/B,OAAO,CAAC,gBAAgB;CASzB;AAMD;;;GAGG;AACH,qBAAa,eAAe;IAC1B,SAAgB,KAAK,EAAE,qBAAqB,CAAC;IAC7C,SAAgB,MAAM,EAAE,aAAa,CAAC;IACtC,SAAgB,KAAK,EAAE,qBAAqB,CAAC;IAC7C,SAAgB,KAAK,EAAE,gBAAgB,CAAC;IACxC,SAAgB,SAAS,EAAE,gBAAgB,CAAC;IAE5C,OAAO,CAAC,MAAM,CAAyB;IACvC,OAAO,CAAC,MAAM,CAAe;IAC7B,OAAO,CAAC,aAAa,CAAS;gBAElB,MAAM,GAAE,YAAiB;IAgDrC;;OAEG;IACH,OAAO,CACL,SAAS,EAAE,MAAM,EAAE,GAAG,YAAY,EAClC,OAAO,GAAE;QACP,OAAO,CAAC,EAAE,MAAM,CAAC;QACjB,QAAQ,CAAC,EAAE,MAAM,CAAC;QAClB,OAAO,CAAC,EAAE,MAAM,CAAC;QACjB,MAAM,CAAC,EAAE,MAAM,CAAC;KACZ,GACL;QACD,KAAK,EAAE,UAAU,GAAG,IAAI,CAAC;QACzB,MAAM,EAAE,iBAAiB,GAAG,IAAI,CAAC;QACjC,KAAK,EAAE,UAAU,GAAG,IAAI,CAAC;KAC1B;IA2BD;;OAEG;IACH,KAAK,CAAC,SAAS,EAAE,MAAM,EAAE,GAAG,YAAY,EAAE,CAAC,GAAE,MAAU,GAAG;QACxD,QAAQ,EAAE,iBAAiB,EAAE,CAAC;QAC9B,aAAa,EAAE,KAAK,CAAC;YAAE,EAAE,EAAE,MAAM,CAAC;YAAC,UAAU,EAAE,MAAM,CAAC;YAAC,SAAS,EAAE,MAAM,CAAA;SAAE,CAAC,CAAC;QAC5E,SAAS,EAAE,eAAe,CAAC;KAC5B;IAYD;;OAEG;IACH,MAAM,IAAI;QACR,UAAU,EAAE,UAAU,CAAC,qBAAqB,CAAC,UAAU,CAAC,CAAC,CAAC;QAC1D,WAAW,EAAE,UAAU,CAAC,aAAa,CAAC,UAAU,CAAC,CAAC,CAAC;QACnD,cAAc,EAAE,MAAM,CAAC;QACvB,eAAe,EAAE,eAAe,CAAC;KAClC;IASD;;OAEG;IACH,WAAW,IAAI;QAAE,YAAY,EAAE,MAAM,CAAC;QAAC,SAAS,EAAE,MAAM,CAAA;KAAE;IAI1D;;OAEG;IACH,SAAS,IAAI,IAAI;CAGlB;AAMD,eAAe,eAAe,CAAC"} \ No newline at end of file diff --git a/npm/packages/ruvector/src/core/neural-embeddings.js b/npm/packages/ruvector/src/core/neural-embeddings.js deleted file mode 100644 index 887b5986ff..0000000000 --- a/npm/packages/ruvector/src/core/neural-embeddings.js +++ /dev/null @@ -1,1092 +0,0 @@ -"use strict"; -/** - * Neural Embedding System - Frontier Embedding Intelligence - * - * Implements late-2025 research concepts treating embeddings as: - * 1. CONTROL SIGNALS - Semantic drift detection, reflex triggers - * 2. MEMORY PHYSICS - Forgetting curves, interference, consolidation - * 3. PROGRAM STATE - Agent state management via geometry - * 4. COORDINATION PRIMITIVES - Multi-agent swarm alignment - * 5. SAFETY MONITORS - Coherence detection, misalignment alerts - * 6. NEURAL SUBSTRATE - Synthetic nervous system layer - * - * Based on: - * - TinyTE (EMNLP 2025): Embedding-layer steering - * - DoRA (ICML 2024): Magnitude-direction decomposition - * - S-LoRA/Punica: Multi-adapter serving patterns - * - MMTEB: Multilingual embedding benchmarks - */ -Object.defineProperty(exports, "__esModule", { value: true }); -exports.NeuralSubstrate = exports.CoherenceMonitor = exports.SwarmCoordinator = exports.EmbeddingStateMachine = exports.MemoryPhysics = exports.SemanticDriftDetector = exports.silentLogger = exports.defaultLogger = exports.NEURAL_CONSTANTS = void 0; -// ============================================================================ -// Constants - Replace magic numbers with named constants -// ============================================================================ -exports.NEURAL_CONSTANTS = { - // Drift Detection - MAX_DRIFT_EVENTS: 1000, - MAX_HISTORY_SIZE: 500, - DEFAULT_DRIFT_THRESHOLD: 0.15, - DEFAULT_DRIFT_WINDOW_MS: 60000, - DRIFT_CRITICAL_MULTIPLIER: 2, - VELOCITY_WINDOW_SIZE: 10, - // Memory Physics - MAX_MEMORIES: 10000, - MAX_CONTENT_LENGTH: 10000, - MAX_ID_LENGTH: 256, - DEFAULT_MEMORY_DECAY_RATE: 0.01, - DEFAULT_INTERFERENCE_THRESHOLD: 0.8, - DEFAULT_CONSOLIDATION_RATE: 0.1, - MEMORY_FORGET_THRESHOLD: 0.01, - CONSOLIDATION_SCORE_THRESHOLD: 0.5, - MEMORY_CLEANUP_PERCENT: 0.1, - RECALL_STRENGTH_BOOST: 0.1, - MAX_TIME_JUMP_MINUTES: 1440, - // Agent State - MAX_AGENTS: 1000, - MAX_SPECIALTY_LENGTH: 100, - AGENT_TIMEOUT_MS: 3600000, // 1 hour - DEFAULT_AGENT_ENERGY: 1.0, - TRAJECTORY_DAMPING: 0.1, - MAX_TRAJECTORY_STEPS: 100, - // Swarm Coordination - MAX_CLUSTER_AGENTS: 500, - DEFAULT_CLUSTER_THRESHOLD: 0.7, - // Coherence Monitoring - DEFAULT_WINDOW_SIZE: 100, - MIN_CALIBRATION_OBSERVATIONS: 10, - STABILITY_WINDOW_SIZE: 10, - ALIGNMENT_WINDOW_SIZE: 50, - RECENT_OBSERVATIONS_SIZE: 20, - DRIFT_WARNING_THRESHOLD: 0.3, - STABILITY_WARNING_THRESHOLD: 0.5, - ALIGNMENT_WARNING_THRESHOLD: 0.6, - COHERENCE_WARNING_THRESHOLD: 0.5, - // Math - EPSILON: 1e-8, - ZERO_VECTOR_THRESHOLD: 1e-10, - // Defaults - DEFAULT_DIMENSION: 384, - DEFAULT_REFLEX_LATENCY_MS: 10, -}; -/** Default console logger */ -exports.defaultLogger = { - log(level, message, data) { - const prefix = `[Neural:${level.toUpperCase()}]`; - if (data) { - console[level === 'debug' ? 'log' : level](`${prefix} ${message}`, data); - } - else { - console[level === 'debug' ? 'log' : level](`${prefix} ${message}`); - } - }, -}; -/** Silent logger for suppressing output */ -exports.silentLogger = { - log() { }, -}; -// ============================================================================ -// 1. SEMANTIC DRIFT DETECTOR - Embeddings as Control Signals -// ============================================================================ -/** - * Detects semantic drift and triggers reflexes based on embedding movement. - * Instead of asking "what is similar", asks "how far did we move". - */ -class SemanticDriftDetector { - constructor(config = {}) { - this.baseline = null; - this.history = []; - this.driftEvents = []; - // Reflex callbacks - this.reflexes = new Map(); - this.config = { - dimension: config.dimension ?? exports.NEURAL_CONSTANTS.DEFAULT_DIMENSION, - driftThreshold: config.driftThreshold ?? exports.NEURAL_CONSTANTS.DEFAULT_DRIFT_THRESHOLD, - driftWindowMs: config.driftWindowMs ?? exports.NEURAL_CONSTANTS.DEFAULT_DRIFT_WINDOW_MS, - }; - this.logger = config.logger ?? exports.defaultLogger; - } - /** - * Set the baseline embedding (reference point) - */ - setBaseline(embedding) { - this.baseline = embedding instanceof Float32Array - ? new Float32Array(embedding) - : new Float32Array(embedding); - } - /** - * Observe a new embedding and detect drift - */ - observe(embedding, source) { - const emb = embedding instanceof Float32Array - ? embedding - : new Float32Array(embedding); - const now = Date.now(); - // Add to history - this.history.push({ embedding: new Float32Array(emb), timestamp: now }); - // Prune old history (with size limit) - const cutoff = now - this.config.driftWindowMs; - this.history = this.history.filter(h => h.timestamp > cutoff); - // Security: Enforce maximum history size - if (this.history.length > exports.NEURAL_CONSTANTS.MAX_HISTORY_SIZE) { - this.history = this.history.slice(-exports.NEURAL_CONSTANTS.MAX_HISTORY_SIZE); - } - // If no baseline, set first observation as baseline - if (!this.baseline) { - this.baseline = new Float32Array(emb); - return null; - } - // Calculate drift from baseline - const drift = this.calculateDrift(emb, this.baseline); - // Determine category - let category = 'normal'; - if (drift.magnitude > this.config.driftThreshold * exports.NEURAL_CONSTANTS.DRIFT_CRITICAL_MULTIPLIER) { - category = 'critical'; - } - else if (drift.magnitude > this.config.driftThreshold) { - category = 'warning'; - } - const event = { - timestamp: now, - magnitude: drift.magnitude, - direction: drift.direction, - category, - source, - }; - // Record event if significant (with size limit) - if (category !== 'normal') { - this.driftEvents.push(event); - // Security: Prevent unbounded growth - if (this.driftEvents.length > exports.NEURAL_CONSTANTS.MAX_DRIFT_EVENTS) { - this.driftEvents = this.driftEvents.slice(-exports.NEURAL_CONSTANTS.MAX_DRIFT_EVENTS); - } - this.triggerReflexes(event); - } - return event; - } - /** - * Calculate drift between two embeddings - */ - calculateDrift(current, reference) { - const direction = new Float32Array(current.length); - let magnitudeSq = 0; - for (let i = 0; i < current.length; i++) { - const diff = current[i] - reference[i]; - direction[i] = diff; - magnitudeSq += diff * diff; - } - const magnitude = Math.sqrt(magnitudeSq); - // Normalize direction - if (magnitude > 0) { - for (let i = 0; i < direction.length; i++) { - direction[i] /= magnitude; - } - } - return { magnitude, direction }; - } - /** - * Register a reflex callback for drift events - */ - registerReflex(name, callback) { - this.reflexes.set(name, callback); - } - /** - * Trigger registered reflexes - */ - triggerReflexes(event) { - const errors = []; - for (const [name, callback] of this.reflexes) { - try { - callback(event); - } - catch (e) { - // Security: Track reflex failures but don't break execution - errors.push({ reflex: name, error: e }); - } - } - // Security: Warn if multiple reflexes fail (potential attack or system issue) - if (errors.length > 0 && errors.length >= this.reflexes.size / 2) { - this.logger.log('warn', `${errors.length}/${this.reflexes.size} reflexes failed`, { - failedReflexes: errors.map(e => e.reflex), - }); - } - } - /** - * Get recent drift velocity (rate of change) - */ - getVelocity() { - if (this.history.length < 2) - return 0; - const recent = this.history.slice(-exports.NEURAL_CONSTANTS.VELOCITY_WINDOW_SIZE); - if (recent.length < 2) - return 0; - let totalDrift = 0; - for (let i = 1; i < recent.length; i++) { - const drift = this.calculateDrift(recent[i].embedding, recent[i - 1].embedding); - totalDrift += drift.magnitude; - } - const timeSpan = recent[recent.length - 1].timestamp - recent[0].timestamp; - return timeSpan > 0 ? totalDrift / timeSpan * 1000 : 0; // drift per second - } - /** - * Get drift statistics - */ - getStats() { - const currentDrift = this.history.length > 0 && this.baseline - ? this.calculateDrift(this.history[this.history.length - 1].embedding, this.baseline).magnitude - : 0; - return { - currentDrift, - velocity: this.getVelocity(), - criticalEvents: this.driftEvents.filter(e => e.category === 'critical').length, - warningEvents: this.driftEvents.filter(e => e.category === 'warning').length, - historySize: this.history.length, - }; - } - /** - * Reset baseline to current position - */ - recenter() { - if (this.history.length > 0) { - this.baseline = new Float32Array(this.history[this.history.length - 1].embedding); - } - } -} -exports.SemanticDriftDetector = SemanticDriftDetector; -// ============================================================================ -// 2. MEMORY PHYSICS - Forgetting, Interference, Consolidation -// ============================================================================ -/** - * Implements hippocampal-like memory dynamics in embedding space. - * Memory strength decays, similar memories interfere, consolidation strengthens. - */ -class MemoryPhysics { - constructor(config = {}) { - this.memories = new Map(); - this.lastUpdate = Date.now(); - this.config = { - dimension: config.dimension ?? exports.NEURAL_CONSTANTS.DEFAULT_DIMENSION, - memoryDecayRate: config.memoryDecayRate ?? exports.NEURAL_CONSTANTS.DEFAULT_MEMORY_DECAY_RATE, - interferenceThreshold: config.interferenceThreshold ?? exports.NEURAL_CONSTANTS.DEFAULT_INTERFERENCE_THRESHOLD, - consolidationRate: config.consolidationRate ?? exports.NEURAL_CONSTANTS.DEFAULT_CONSOLIDATION_RATE, - }; - this.logger = config.logger ?? exports.defaultLogger; - } - /** - * Encode a new memory - */ - encode(id, embedding, content) { - // Security: Validate inputs - if (typeof id !== 'string' || id.length === 0 || id.length > exports.NEURAL_CONSTANTS.MAX_ID_LENGTH) { - throw new Error(`Invalid memory ID: must be string of 1-${exports.NEURAL_CONSTANTS.MAX_ID_LENGTH} characters`); - } - if (typeof content !== 'string' || content.length > exports.NEURAL_CONSTANTS.MAX_CONTENT_LENGTH) { - throw new Error(`Content exceeds maximum length: ${exports.NEURAL_CONSTANTS.MAX_CONTENT_LENGTH}`); - } - if (this.memories.size >= exports.NEURAL_CONSTANTS.MAX_MEMORIES && !this.memories.has(id)) { - // Force cleanup of weak memories before adding new one - this.forceCleanup(); - } - const emb = embedding instanceof Float32Array - ? new Float32Array(embedding) - : new Float32Array(embedding); - // Security: Validate embedding dimension - if (emb.length !== this.config.dimension) { - throw new Error(`Embedding dimension mismatch: expected ${this.config.dimension}, got ${emb.length}`); - } - const now = Date.now(); - // Check for interference with existing memories - let interference = 0; - for (const existing of this.memories.values()) { - const similarity = this.cosineSimilarity(emb, existing.embedding); - if (similarity > this.config.interferenceThreshold) { - interference += similarity - this.config.interferenceThreshold; - existing.interference += (similarity - this.config.interferenceThreshold) * 0.5; - } - } - const entry = { - id, - embedding: emb, - content, - strength: 1.0 - interference * 0.3, // New memories weaker if interfered - lastAccess: now, - accessCount: 1, - consolidationLevel: 0, - interference, - }; - this.memories.set(id, entry); - return entry; - } - /** - * Recall memories similar to a query (strengthens accessed memories) - */ - recall(query, k = 5) { - const q = query instanceof Float32Array ? query : new Float32Array(query); - const now = Date.now(); - // Apply decay before recall - this.applyDecay(); - // Score memories - const scored = []; - for (const entry of this.memories.values()) { - const similarity = this.cosineSimilarity(q, entry.embedding); - // Effective score combines similarity and strength - const score = similarity * Math.sqrt(entry.strength); - scored.push({ entry, score }); - } - // Sort and get top-k - scored.sort((a, b) => b.score - a.score); - const results = scored.slice(0, k).map(s => s.entry); - // Strengthen recalled memories (retrieval practice effect) - for (const entry of results) { - entry.lastAccess = now; - entry.accessCount++; - entry.strength = Math.min(1.0, entry.strength + exports.NEURAL_CONSTANTS.RECALL_STRENGTH_BOOST); - } - return results; - } - /** - * Apply time-based decay to all memories - */ - applyDecay() { - const now = Date.now(); - const elapsed = Math.max(0, now - this.lastUpdate) / 60000; // minutes, prevent negative - // Security: Cap maximum elapsed time to prevent manipulation - const cappedElapsed = Math.min(elapsed, exports.NEURAL_CONSTANTS.MAX_TIME_JUMP_MINUTES); - if (elapsed > exports.NEURAL_CONSTANTS.MAX_TIME_JUMP_MINUTES) { - this.logger.log('warn', `Large time jump detected: ${elapsed.toFixed(0)} minutes`); - } - this.lastUpdate = now; - const decayFactor = Math.exp(-this.config.memoryDecayRate * cappedElapsed); - for (const entry of this.memories.values()) { - // Decay is slower for consolidated memories - const effectiveDecay = decayFactor + entry.consolidationLevel * (1 - decayFactor) * 0.8; - entry.strength = Math.max(0, entry.strength * effectiveDecay); - // Very weak memories are forgotten - if (entry.strength < exports.NEURAL_CONSTANTS.MEMORY_FORGET_THRESHOLD) { - this.memories.delete(entry.id); - } - } - } - /** - * Consolidate memories (like sleep consolidation) - * Strengthens frequently accessed, weakly interfered memories - */ - consolidate() { - let consolidated = 0; - let forgotten = 0; - for (const entry of this.memories.values()) { - // Consolidation score based on access pattern and low interference - const consolidationScore = Math.log(entry.accessCount + 1) * entry.strength * (1 - entry.interference * 0.5); - if (consolidationScore > exports.NEURAL_CONSTANTS.CONSOLIDATION_SCORE_THRESHOLD) { - entry.consolidationLevel = Math.min(1.0, entry.consolidationLevel + this.config.consolidationRate); - entry.strength = Math.min(1.0, entry.strength + 0.05); - consolidated++; - } - else if (entry.strength < exports.NEURAL_CONSTANTS.MEMORY_CLEANUP_PERCENT) { - this.memories.delete(entry.id); - forgotten++; - } - } - return { consolidated, forgotten }; - } - /** - * Get memory statistics - */ - getStats() { - if (this.memories.size === 0) { - return { totalMemories: 0, avgStrength: 0, avgConsolidation: 0, avgInterference: 0 }; - } - let sumStrength = 0, sumConsolidation = 0, sumInterference = 0; - for (const entry of this.memories.values()) { - sumStrength += entry.strength; - sumConsolidation += entry.consolidationLevel; - sumInterference += entry.interference; - } - const n = this.memories.size; - return { - totalMemories: n, - avgStrength: sumStrength / n, - avgConsolidation: sumConsolidation / n, - avgInterference: sumInterference / n, - }; - } - cosineSimilarity(a, b) { - let dot = 0, normA = 0, normB = 0; - for (let i = 0; i < a.length; i++) { - dot += a[i] * b[i]; - normA += a[i] * a[i]; - normB += b[i] * b[i]; - } - const denom = Math.sqrt(normA * normB); - if (denom < 1e-10) - return 0; // Handle zero vectors - return Math.max(-1, Math.min(1, dot / denom)); // Clamp to valid range - } - /** - * Force cleanup of weak memories when limit reached - */ - forceCleanup() { - const entries = Array.from(this.memories.entries()) - .sort((a, b) => a[1].strength - b[1].strength); - const removeCount = Math.ceil(this.memories.size * exports.NEURAL_CONSTANTS.MEMORY_CLEANUP_PERCENT); - for (let i = 0; i < removeCount; i++) { - this.memories.delete(entries[i][0]); - } - this.logger.log('debug', `Force cleanup removed ${removeCount} weak memories`); - } -} -exports.MemoryPhysics = MemoryPhysics; -// ============================================================================ -// 3. EMBEDDING STATE MACHINE - Agent State via Geometry -// ============================================================================ -/** - * Manages agent state as movement through embedding space. - * Decisions become geometric - no explicit state machine. - */ -class EmbeddingStateMachine { - constructor(config = {}) { - this.agents = new Map(); - this.modeRegions = new Map(); - this.lastCleanup = Date.now(); - this.config = { - dimension: config.dimension ?? exports.NEURAL_CONSTANTS.DEFAULT_DIMENSION, - }; - this.logger = config.logger ?? exports.defaultLogger; - } - /** - * Create or update an agent - */ - updateAgent(id, embedding) { - // Periodically clean up stale agents - this.cleanupStaleAgents(); - // Security: Enforce agent limit - if (!this.agents.has(id) && this.agents.size >= exports.NEURAL_CONSTANTS.MAX_AGENTS) { - throw new Error(`Agent limit reached: ${exports.NEURAL_CONSTANTS.MAX_AGENTS}`); - } - const position = embedding instanceof Float32Array - ? new Float32Array(embedding) - : new Float32Array(embedding); - const existing = this.agents.get(id); - const now = Date.now(); - if (existing) { - // Calculate velocity (direction of movement) - for (let i = 0; i < position.length; i++) { - existing.velocity[i] = position[i] - existing.position[i]; - } - existing.position = position; - existing.lastUpdate = now; - // Update mode based on nearest region - existing.mode = this.determineMode(position); - } - else { - // New agent - const state = { - id, - position, - velocity: new Float32Array(this.config.dimension), - attention: new Float32Array(this.config.dimension).fill(1 / this.config.dimension), - energy: exports.NEURAL_CONSTANTS.DEFAULT_AGENT_ENERGY, - mode: this.determineMode(position), - lastUpdate: now, - }; - this.agents.set(id, state); - return state; - } - return existing; - } - /** - * Remove stale agents that haven't been updated recently - */ - cleanupStaleAgents() { - const now = Date.now(); - // Only run cleanup every minute - if (now - this.lastCleanup < 60000) - return; - this.lastCleanup = now; - const cutoff = now - exports.NEURAL_CONSTANTS.AGENT_TIMEOUT_MS; - let removed = 0; - for (const [id, state] of this.agents) { - if (state.lastUpdate < cutoff) { - this.agents.delete(id); - removed++; - } - } - if (removed > 0) { - this.logger.log('debug', `Cleaned up ${removed} stale agents`); - } - } - /** - * Manually remove an agent - */ - removeAgent(id) { - return this.agents.delete(id); - } - /** - * Define a mode region in embedding space - */ - defineMode(name, centroid, radius = 0.3) { - const c = centroid instanceof Float32Array - ? new Float32Array(centroid) - : new Float32Array(centroid); - this.modeRegions.set(name, { centroid: c, radius }); - } - /** - * Determine which mode an agent is in based on position - */ - determineMode(position) { - let bestMode = 'unknown'; - let bestScore = -Infinity; - for (const [name, region] of this.modeRegions) { - const distance = this.euclideanDistance(position, region.centroid); - const score = region.radius - distance; - if (score > bestScore) { - bestScore = score; - bestMode = name; - } - } - return bestScore > 0 ? bestMode : 'exploring'; - } - /** - * Get agent trajectory prediction - */ - predictTrajectory(id, steps = 5) { - // Security: Limit trajectory steps - if (!Number.isInteger(steps) || steps < 1) { - throw new Error('Steps must be a positive integer'); - } - const limitedSteps = Math.min(steps, exports.NEURAL_CONSTANTS.MAX_TRAJECTORY_STEPS); - const agent = this.agents.get(id); - if (!agent) - return []; - const trajectory = []; - let current = new Float32Array(agent.position); - for (let i = 0; i < limitedSteps; i++) { - const next = new Float32Array(current.length); - for (let j = 0; j < current.length; j++) { - next[j] = current[j] + agent.velocity[j] * (1 - i * exports.NEURAL_CONSTANTS.TRAJECTORY_DAMPING); - } - trajectory.push(next); - current = next; - } - return trajectory; - } - /** - * Apply attention to agent state - */ - attendTo(agentId, focusEmbedding) { - const agent = this.agents.get(agentId); - if (!agent) - return; - const focus = focusEmbedding instanceof Float32Array - ? focusEmbedding - : new Float32Array(focusEmbedding); - // Update attention weights based on similarity to focus - let sum = 0; - for (let i = 0; i < agent.attention.length; i++) { - agent.attention[i] = Math.abs(focus[i]) + 0.01; - sum += agent.attention[i]; - } - // Normalize - for (let i = 0; i < agent.attention.length; i++) { - agent.attention[i] /= sum; - } - } - /** - * Get all agents in a specific mode - */ - getAgentsInMode(mode) { - return Array.from(this.agents.values()).filter(a => a.mode === mode); - } - euclideanDistance(a, b) { - let sum = 0; - for (let i = 0; i < a.length; i++) { - const diff = a[i] - b[i]; - sum += diff * diff; - } - return Math.sqrt(sum); - } -} -exports.EmbeddingStateMachine = EmbeddingStateMachine; -// ============================================================================ -// 4. SWARM COORDINATOR - Multi-Agent Coordination via Embeddings -// ============================================================================ -/** - * Enables multi-agent coordination through shared embedding space. - * Swarm behavior emerges from geometry, not protocol. - */ -class SwarmCoordinator { - constructor(config = {}) { - this.agents = new Map(); - this.config = { dimension: config.dimension ?? exports.NEURAL_CONSTANTS.DEFAULT_DIMENSION }; - this.sharedContext = new Float32Array(this.config.dimension); - this.logger = config.logger ?? exports.defaultLogger; - } - /** - * Register an agent with the swarm - */ - register(id, embedding, specialty = 'general') { - // Security: Validate inputs - if (typeof id !== 'string' || id.length === 0 || id.length > exports.NEURAL_CONSTANTS.MAX_ID_LENGTH) { - throw new Error(`Invalid agent ID: must be string of 1-${exports.NEURAL_CONSTANTS.MAX_ID_LENGTH} characters`); - } - if (typeof specialty !== 'string' || specialty.length > exports.NEURAL_CONSTANTS.MAX_SPECIALTY_LENGTH) { - throw new Error(`Specialty exceeds maximum length: ${exports.NEURAL_CONSTANTS.MAX_SPECIALTY_LENGTH}`); - } - if (this.agents.size >= exports.NEURAL_CONSTANTS.MAX_AGENTS && !this.agents.has(id)) { - throw new Error(`Agent limit reached: ${exports.NEURAL_CONSTANTS.MAX_AGENTS}`); - } - const position = embedding instanceof Float32Array - ? new Float32Array(embedding) - : new Float32Array(embedding); - // Security: Validate embedding dimension - if (position.length !== this.config.dimension) { - throw new Error(`Embedding dimension mismatch: expected ${this.config.dimension}, got ${position.length}`); - } - this.agents.set(id, { - position, - velocity: new Float32Array(this.config.dimension), - lastUpdate: Date.now(), - specialty, - }); - this.updateSharedContext(); - } - /** - * Update agent position (from their work/observations) - */ - update(id, embedding) { - const agent = this.agents.get(id); - if (!agent) - return; - const newPosition = embedding instanceof Float32Array - ? embedding - : new Float32Array(embedding); - // Calculate velocity - for (let i = 0; i < agent.position.length; i++) { - agent.velocity[i] = newPosition[i] - agent.position[i]; - agent.position[i] = newPosition[i]; - } - agent.lastUpdate = Date.now(); - this.updateSharedContext(); - } - /** - * Update shared context (centroid of all agents) - */ - updateSharedContext() { - if (this.agents.size === 0) - return; - this.sharedContext.fill(0); - for (const agent of this.agents.values()) { - for (let i = 0; i < this.sharedContext.length; i++) { - this.sharedContext[i] += agent.position[i]; - } - } - for (let i = 0; i < this.sharedContext.length; i++) { - this.sharedContext[i] /= this.agents.size; - } - } - /** - * Get coordination signal for an agent (how to align with swarm) - */ - getCoordinationSignal(id) { - const agent = this.agents.get(id); - if (!agent) - return new Float32Array(this.config.dimension); - // Signal points toward shared context - const signal = new Float32Array(this.config.dimension); - for (let i = 0; i < signal.length; i++) { - signal[i] = this.sharedContext[i] - agent.position[i]; - } - return signal; - } - /** - * Find agents working on similar things (for collaboration) - */ - findCollaborators(id, k = 3) { - const agent = this.agents.get(id); - if (!agent) - return []; - const scored = []; - for (const [otherId, other] of this.agents) { - if (otherId === id) - continue; - const similarity = this.cosineSimilarity(agent.position, other.position); - scored.push({ id: otherId, similarity, specialty: other.specialty }); - } - scored.sort((a, b) => b.similarity - a.similarity); - return scored.slice(0, k); - } - /** - * Detect emergent clusters (specialization) - */ - detectClusters(threshold = exports.NEURAL_CONSTANTS.DEFAULT_CLUSTER_THRESHOLD) { - // Security: Validate threshold - if (threshold < 0 || threshold > 1) { - throw new Error('Threshold must be between 0 and 1'); - } - // Security: Limit clustering for performance (O(n²) algorithm) - if (this.agents.size > exports.NEURAL_CONSTANTS.MAX_CLUSTER_AGENTS) { - this.logger.log('warn', `Too many agents for clustering: ${this.agents.size} > ${exports.NEURAL_CONSTANTS.MAX_CLUSTER_AGENTS}`); - // Return single cluster with all agents - return new Map([['all', Array.from(this.agents.keys())]]); - } - const clusters = new Map(); - const assigned = new Set(); - for (const [id, agent] of this.agents) { - if (assigned.has(id)) - continue; - const cluster = [id]; - assigned.add(id); - for (const [otherId, other] of this.agents) { - if (assigned.has(otherId)) - continue; - const similarity = this.cosineSimilarity(agent.position, other.position); - if (similarity > threshold) { - cluster.push(otherId); - assigned.add(otherId); - } - } - clusters.set(id, cluster); - } - return clusters; - } - /** - * Get swarm coherence (how aligned are agents) - */ - getCoherence() { - if (this.agents.size < 2) - return 1.0; - let totalSimilarity = 0; - let pairs = 0; - const agentList = Array.from(this.agents.values()); - for (let i = 0; i < agentList.length; i++) { - for (let j = i + 1; j < agentList.length; j++) { - totalSimilarity += this.cosineSimilarity(agentList[i].position, agentList[j].position); - pairs++; - } - } - return pairs > 0 ? totalSimilarity / pairs : 1.0; - } - cosineSimilarity(a, b) { - let dot = 0, normA = 0, normB = 0; - for (let i = 0; i < a.length; i++) { - dot += a[i] * b[i]; - normA += a[i] * a[i]; - normB += b[i] * b[i]; - } - const denom = Math.sqrt(normA * normB); - if (denom < exports.NEURAL_CONSTANTS.ZERO_VECTOR_THRESHOLD) - return 0; - return Math.max(-1, Math.min(1, dot / denom)); - } - /** - * Remove an agent from the swarm - */ - removeAgent(id) { - const removed = this.agents.delete(id); - if (removed) { - this.updateSharedContext(); - } - return removed; - } -} -exports.SwarmCoordinator = SwarmCoordinator; -// ============================================================================ -// 5. COHERENCE MONITOR - Safety and Alignment Detection -// ============================================================================ -/** - * Monitors system coherence via embedding patterns. - * Detects degradation, poisoning, misalignment before explicit failures. - */ -class CoherenceMonitor { - constructor(config = {}) { - this.history = []; - this.baselineDistribution = null; - this.config = { - dimension: config.dimension ?? exports.NEURAL_CONSTANTS.DEFAULT_DIMENSION, - windowSize: config.windowSize ?? exports.NEURAL_CONSTANTS.DEFAULT_WINDOW_SIZE, - }; - this.logger = config.logger ?? exports.defaultLogger; - } - /** - * Record an observation - */ - observe(embedding, source = 'unknown') { - const emb = embedding instanceof Float32Array - ? new Float32Array(embedding) - : new Float32Array(embedding); - this.history.push({ - embedding: emb, - timestamp: Date.now(), - source, - }); - // Keep window size - while (this.history.length > this.config.windowSize * 2) { - this.history.shift(); - } - } - /** - * Establish baseline distribution - */ - calibrate() { - if (this.history.length < exports.NEURAL_CONSTANTS.MIN_CALIBRATION_OBSERVATIONS) { - throw new Error(`Need at least ${exports.NEURAL_CONSTANTS.MIN_CALIBRATION_OBSERVATIONS} observations to calibrate`); - } - const mean = new Float32Array(this.config.dimension); - const variance = new Float32Array(this.config.dimension); - // Calculate mean - for (const obs of this.history) { - for (let i = 0; i < mean.length; i++) { - mean[i] += obs.embedding[i]; - } - } - for (let i = 0; i < mean.length; i++) { - mean[i] /= this.history.length; - } - // Calculate variance - for (const obs of this.history) { - for (let i = 0; i < variance.length; i++) { - const diff = obs.embedding[i] - mean[i]; - variance[i] += diff * diff; - } - } - for (let i = 0; i < variance.length; i++) { - variance[i] /= this.history.length; - } - this.baselineDistribution = { mean, variance }; - } - /** - * Generate coherence report - */ - report() { - const anomalies = []; - // Drift score: how much has distribution shifted - const driftScore = this.calculateDriftScore(); - if (driftScore > exports.NEURAL_CONSTANTS.DRIFT_WARNING_THRESHOLD) { - anomalies.push({ - type: 'distribution_drift', - severity: driftScore, - description: 'Embedding distribution has shifted significantly from baseline', - }); - } - // Stability score: variance in recent observations - const stabilityScore = this.calculateStabilityScore(); - if (stabilityScore < exports.NEURAL_CONSTANTS.STABILITY_WARNING_THRESHOLD) { - anomalies.push({ - type: 'instability', - severity: 1 - stabilityScore, - description: 'High variance in recent embeddings suggests instability', - }); - } - // Alignment score: consistency of embeddings from same source - const alignmentScore = this.calculateAlignmentScore(); - if (alignmentScore < exports.NEURAL_CONSTANTS.ALIGNMENT_WARNING_THRESHOLD) { - anomalies.push({ - type: 'misalignment', - severity: 1 - alignmentScore, - description: 'Embeddings from same source show inconsistent patterns', - }); - } - // Overall score - const overallScore = ((1 - driftScore) * 0.3 + - stabilityScore * 0.3 + - alignmentScore * 0.4); - return { - timestamp: Date.now(), - overallScore, - driftScore, - stabilityScore, - alignmentScore, - anomalies, - }; - } - calculateDriftScore() { - if (!this.baselineDistribution || this.history.length < exports.NEURAL_CONSTANTS.RECENT_OBSERVATIONS_SIZE) - return 0; - const recent = this.history.slice(-exports.NEURAL_CONSTANTS.RECENT_OBSERVATIONS_SIZE); - const recentMean = new Float32Array(this.config.dimension); - for (const obs of recent) { - for (let i = 0; i < recentMean.length; i++) { - recentMean[i] += obs.embedding[i]; - } - } - for (let i = 0; i < recentMean.length; i++) { - recentMean[i] /= recent.length; - } - // Calculate distance between means - let distance = 0; - for (let i = 0; i < recentMean.length; i++) { - const diff = recentMean[i] - this.baselineDistribution.mean[i]; - distance += diff * diff; - } - return Math.min(1, Math.sqrt(distance)); - } - calculateStabilityScore() { - if (this.history.length < exports.NEURAL_CONSTANTS.STABILITY_WINDOW_SIZE) - return 1.0; - const recent = this.history.slice(-exports.NEURAL_CONSTANTS.STABILITY_WINDOW_SIZE); - let totalVariance = 0; - // Calculate pairwise distances - for (let i = 1; i < recent.length; i++) { - let distance = 0; - for (let j = 0; j < recent[i].embedding.length; j++) { - const diff = recent[i].embedding[j] - recent[i - 1].embedding[j]; - distance += diff * diff; - } - totalVariance += Math.sqrt(distance); - } - const avgVariance = totalVariance / (recent.length - 1); - return Math.max(0, 1 - avgVariance * 2); - } - calculateAlignmentScore() { - // Group by source and check consistency - const bySource = new Map(); - for (const obs of this.history.slice(-exports.NEURAL_CONSTANTS.ALIGNMENT_WINDOW_SIZE)) { - if (!bySource.has(obs.source)) { - bySource.set(obs.source, []); - } - bySource.get(obs.source).push(obs.embedding); - } - if (bySource.size < 2) - return 1.0; - let totalConsistency = 0; - let count = 0; - for (const embeddings of bySource.values()) { - if (embeddings.length < 2) - continue; - // Calculate average pairwise similarity within source - for (let i = 0; i < embeddings.length; i++) { - for (let j = i + 1; j < embeddings.length; j++) { - totalConsistency += this.cosineSimilarity(embeddings[i], embeddings[j]); - count++; - } - } - } - return count > 0 ? totalConsistency / count : 1.0; - } - cosineSimilarity(a, b) { - let dot = 0, normA = 0, normB = 0; - for (let i = 0; i < a.length; i++) { - dot += a[i] * b[i]; - normA += a[i] * a[i]; - normB += b[i] * b[i]; - } - return dot / (Math.sqrt(normA * normB) + 1e-8); - } -} -exports.CoherenceMonitor = CoherenceMonitor; -// ============================================================================ -// 6. NEURAL SUBSTRATE - Synthetic Nervous System -// ============================================================================ -/** - * Unified neural embedding substrate combining all components. - * Acts like a synthetic nervous system with reflexes, memory, and coordination. - */ -class NeuralSubstrate { - constructor(config = {}) { - this.logger = config.logger ?? exports.defaultLogger; - this.config = { - dimension: config.dimension ?? exports.NEURAL_CONSTANTS.DEFAULT_DIMENSION, - driftThreshold: config.driftThreshold ?? exports.NEURAL_CONSTANTS.DEFAULT_DRIFT_THRESHOLD, - driftWindowMs: config.driftWindowMs ?? exports.NEURAL_CONSTANTS.DEFAULT_DRIFT_WINDOW_MS, - memoryDecayRate: config.memoryDecayRate ?? exports.NEURAL_CONSTANTS.DEFAULT_MEMORY_DECAY_RATE, - interferenceThreshold: config.interferenceThreshold ?? exports.NEURAL_CONSTANTS.DEFAULT_INTERFERENCE_THRESHOLD, - consolidationRate: config.consolidationRate ?? exports.NEURAL_CONSTANTS.DEFAULT_CONSOLIDATION_RATE, - reflexLatencyMs: config.reflexLatencyMs ?? exports.NEURAL_CONSTANTS.DEFAULT_REFLEX_LATENCY_MS, - logger: this.logger, - }; - this.reflexLatency = this.config.reflexLatencyMs; - // Pass logger to all sub-components - this.drift = new SemanticDriftDetector(this.config); - this.memory = new MemoryPhysics(this.config); - this.state = new EmbeddingStateMachine(this.config); - this.swarm = new SwarmCoordinator(this.config); - this.coherence = new CoherenceMonitor(this.config); - // Wire up default reflexes - this.drift.registerReflex('memory_consolidation', (event) => { - if (event.category === 'critical') { - // Consolidate memory on critical drift - this.memory.consolidate(); - } - }); - this.drift.registerReflex('coherence_check', (event) => { - if (event.category !== 'normal') { - // Check coherence on any significant drift - const report = this.coherence.report(); - if (report.overallScore < exports.NEURAL_CONSTANTS.COHERENCE_WARNING_THRESHOLD) { - this.logger.log('warn', 'Neural substrate coherence warning', { - overallScore: report.overallScore, - driftScore: report.driftScore, - stabilityScore: report.stabilityScore, - alignmentScore: report.alignmentScore, - anomalyCount: report.anomalies.length, - }); - } - } - }); - } - /** - * Process an embedding through the entire substrate - */ - process(embedding, options = {}) { - const emb = embedding instanceof Float32Array - ? embedding - : new Float32Array(embedding); - // 1. Observe for drift - const driftEvent = this.drift.observe(emb, options.source); - // 2. Encode to memory if content provided - let memoryEntry = null; - if (options.memoryId && options.content) { - memoryEntry = this.memory.encode(options.memoryId, emb, options.content); - } - // 3. Update agent state if ID provided - let agentState = null; - if (options.agentId) { - agentState = this.state.updateAgent(options.agentId, emb); - this.swarm.register(options.agentId, emb); - } - // 4. Record for coherence monitoring - this.coherence.observe(emb, options.source); - return { drift: driftEvent, memory: memoryEntry, state: agentState }; - } - /** - * Query the substrate - */ - query(embedding, k = 5) { - const emb = embedding instanceof Float32Array - ? embedding - : new Float32Array(embedding); - return { - memories: this.memory.recall(emb, k), - collaborators: [], // Would need agent context - coherence: this.coherence.report(), - }; - } - /** - * Get overall system health - */ - health() { - return { - driftStats: this.drift.getStats(), - memoryStats: this.memory.getStats(), - swarmCoherence: this.swarm.getCoherence(), - coherenceReport: this.coherence.report(), - }; - } - /** - * Run consolidation (like "sleep") - */ - consolidate() { - return this.memory.consolidate(); - } - /** - * Calibrate coherence baseline - */ - calibrate() { - this.coherence.calibrate(); - } -} -exports.NeuralSubstrate = NeuralSubstrate; -// ============================================================================ -// Exports -// ============================================================================ -exports.default = NeuralSubstrate; -//# sourceMappingURL=neural-embeddings.js.map \ No newline at end of file diff --git a/npm/packages/ruvector/src/core/neural-embeddings.js.map b/npm/packages/ruvector/src/core/neural-embeddings.js.map deleted file mode 100644 index df830e908e..0000000000 --- a/npm/packages/ruvector/src/core/neural-embeddings.js.map +++ /dev/null @@ -1 +0,0 @@ -{"version":3,"file":"neural-embeddings.js","sourceRoot":"","sources":["neural-embeddings.ts"],"names":[],"mappings":";AAAA;;;;;;;;;;;;;;;;GAgBG;;;AAEH,+EAA+E;AAC/E,yDAAyD;AACzD,+EAA+E;AAElE,QAAA,gBAAgB,GAAG;IAC9B,kBAAkB;IAClB,gBAAgB,EAAE,IAAI;IACtB,gBAAgB,EAAE,GAAG;IACrB,uBAAuB,EAAE,IAAI;IAC7B,uBAAuB,EAAE,KAAK;IAC9B,yBAAyB,EAAE,CAAC;IAC5B,oBAAoB,EAAE,EAAE;IAExB,iBAAiB;IACjB,YAAY,EAAE,KAAK;IACnB,kBAAkB,EAAE,KAAK;IACzB,aAAa,EAAE,GAAG;IAClB,yBAAyB,EAAE,IAAI;IAC/B,8BAA8B,EAAE,GAAG;IACnC,0BAA0B,EAAE,GAAG;IAC/B,uBAAuB,EAAE,IAAI;IAC7B,6BAA6B,EAAE,GAAG;IAClC,sBAAsB,EAAE,GAAG;IAC3B,qBAAqB,EAAE,GAAG;IAC1B,qBAAqB,EAAE,IAAI;IAE3B,cAAc;IACd,UAAU,EAAE,IAAI;IAChB,oBAAoB,EAAE,GAAG;IACzB,gBAAgB,EAAE,OAAO,EAAE,SAAS;IACpC,oBAAoB,EAAE,GAAG;IACzB,kBAAkB,EAAE,GAAG;IACvB,oBAAoB,EAAE,GAAG;IAEzB,qBAAqB;IACrB,kBAAkB,EAAE,GAAG;IACvB,yBAAyB,EAAE,GAAG;IAE9B,uBAAuB;IACvB,mBAAmB,EAAE,GAAG;IACxB,4BAA4B,EAAE,EAAE;IAChC,qBAAqB,EAAE,EAAE;IACzB,qBAAqB,EAAE,EAAE;IACzB,wBAAwB,EAAE,EAAE;IAC5B,uBAAuB,EAAE,GAAG;IAC5B,2BAA2B,EAAE,GAAG;IAChC,2BAA2B,EAAE,GAAG;IAChC,2BAA2B,EAAE,GAAG;IAEhC,OAAO;IACP,OAAO,EAAE,IAAI;IACb,qBAAqB,EAAE,KAAK;IAE5B,WAAW;IACX,iBAAiB,EAAE,GAAG;IACtB,yBAAyB,EAAE,EAAE;CACrB,CAAC;AAYX,6BAA6B;AAChB,QAAA,aAAa,GAAiB;IACzC,GAAG,CAAC,KAAe,EAAE,OAAe,EAAE,IAA8B;QAClE,MAAM,MAAM,GAAG,WAAW,KAAK,CAAC,WAAW,EAAE,GAAG,CAAC;QACjD,IAAI,IAAI,EAAE,CAAC;YACT,OAAO,CAAC,KAAK,KAAK,OAAO,CAAC,CAAC,CAAC,KAAK,CAAC,CAAC,CAAC,KAAK,CAAC,CAAC,GAAG,MAAM,IAAI,OAAO,EAAE,EAAE,IAAI,CAAC,CAAC;QAC3E,CAAC;aAAM,CAAC;YACN,OAAO,CAAC,KAAK,KAAK,OAAO,CAAC,CAAC,CAAC,KAAK,CAAC,CAAC,CAAC,KAAK,CAAC,CAAC,GAAG,MAAM,IAAI,OAAO,EAAE,CAAC,CAAC;QACrE,CAAC;IACH,CAAC;CACF,CAAC;AAEF,2CAA2C;AAC9B,QAAA,YAAY,GAAiB;IACxC,GAAG,KAAuB,CAAC;CAC5B,CAAC;AA2DF,+EAA+E;AAC/E,6DAA6D;AAC7D,+EAA+E;AAE/E;;;GAGG;AACH,MAAa,qBAAqB;IAUhC,YAAY,SAAuB,EAAE;QAT7B,aAAQ,GAAwB,IAAI,CAAC;QACrC,YAAO,GAA0D,EAAE,CAAC;QACpE,gBAAW,GAAiB,EAAE,CAAC;QAIvC,mBAAmB;QACX,aAAQ,GAA6C,IAAI,GAAG,EAAE,CAAC;QAGrE,IAAI,CAAC,MAAM,GAAG;YACZ,SAAS,EAAE,MAAM,CAAC,SAAS,IAAI,wBAAgB,CAAC,iBAAiB;YACjE,cAAc,EAAE,MAAM,CAAC,cAAc,IAAI,wBAAgB,CAAC,uBAAuB;YACjF,aAAa,EAAE,MAAM,CAAC,aAAa,IAAI,wBAAgB,CAAC,uBAAuB;SAChF,CAAC;QACF,IAAI,CAAC,MAAM,GAAG,MAAM,CAAC,MAAM,IAAI,qBAAa,CAAC;IAC/C,CAAC;IAED;;OAEG;IACH,WAAW,CAAC,SAAkC;QAC5C,IAAI,CAAC,QAAQ,GAAG,SAAS,YAAY,YAAY;YAC/C,CAAC,CAAC,IAAI,YAAY,CAAC,SAAS,CAAC;YAC7B,CAAC,CAAC,IAAI,YAAY,CAAC,SAAS,CAAC,CAAC;IAClC,CAAC;IAED;;OAEG;IACH,OAAO,CAAC,SAAkC,EAAE,MAAe;QACzD,MAAM,GAAG,GAAG,SAAS,YAAY,YAAY;YAC3C,CAAC,CAAC,SAAS;YACX,CAAC,CAAC,IAAI,YAAY,CAAC,SAAS,CAAC,CAAC;QAEhC,MAAM,GAAG,GAAG,IAAI,CAAC,GAAG,EAAE,CAAC;QAEvB,iBAAiB;QACjB,IAAI,CAAC,OAAO,CAAC,IAAI,CAAC,EAAE,SAAS,EAAE,IAAI,YAAY,CAAC,GAAG,CAAC,EAAE,SAAS,EAAE,GAAG,EAAE,CAAC,CAAC;QAExE,sCAAsC;QACtC,MAAM,MAAM,GAAG,GAAG,GAAG,IAAI,CAAC,MAAM,CAAC,aAAa,CAAC;QAC/C,IAAI,CAAC,OAAO,GAAG,IAAI,CAAC,OAAO,CAAC,MAAM,CAAC,CAAC,CAAC,EAAE,CAAC,CAAC,CAAC,SAAS,GAAG,MAAM,CAAC,CAAC;QAC9D,yCAAyC;QACzC,IAAI,IAAI,CAAC,OAAO,CAAC,MAAM,GAAG,wBAAgB,CAAC,gBAAgB,EAAE,CAAC;YAC5D,IAAI,CAAC,OAAO,GAAG,IAAI,CAAC,OAAO,CAAC,KAAK,CAAC,CAAC,wBAAgB,CAAC,gBAAgB,CAAC,CAAC;QACxE,CAAC;QAED,oDAAoD;QACpD,IAAI,CAAC,IAAI,CAAC,QAAQ,EAAE,CAAC;YACnB,IAAI,CAAC,QAAQ,GAAG,IAAI,YAAY,CAAC,GAAG,CAAC,CAAC;YACtC,OAAO,IAAI,CAAC;QACd,CAAC;QAED,gCAAgC;QAChC,MAAM,KAAK,GAAG,IAAI,CAAC,cAAc,CAAC,GAAG,EAAE,IAAI,CAAC,QAAQ,CAAC,CAAC;QAEtD,qBAAqB;QACrB,IAAI,QAAQ,GAA2B,QAAQ,CAAC;QAChD,IAAI,KAAK,CAAC,SAAS,GAAG,IAAI,CAAC,MAAM,CAAC,cAAc,GAAG,wBAAgB,CAAC,yBAAyB,EAAE,CAAC;YAC9F,QAAQ,GAAG,UAAU,CAAC;QACxB,CAAC;aAAM,IAAI,KAAK,CAAC,SAAS,GAAG,IAAI,CAAC,MAAM,CAAC,cAAc,EAAE,CAAC;YACxD,QAAQ,GAAG,SAAS,CAAC;QACvB,CAAC;QAED,MAAM,KAAK,GAAe;YACxB,SAAS,EAAE,GAAG;YACd,SAAS,EAAE,KAAK,CAAC,SAAS;YAC1B,SAAS,EAAE,KAAK,CAAC,SAAS;YAC1B,QAAQ;YACR,MAAM;SACP,CAAC;QAEF,gDAAgD;QAChD,IAAI,QAAQ,KAAK,QAAQ,EAAE,CAAC;YAC1B,IAAI,CAAC,WAAW,CAAC,IAAI,CAAC,KAAK,CAAC,CAAC;YAC7B,qCAAqC;YACrC,IAAI,IAAI,CAAC,WAAW,CAAC,MAAM,GAAG,wBAAgB,CAAC,gBAAgB,EAAE,CAAC;gBAChE,IAAI,CAAC,WAAW,GAAG,IAAI,CAAC,WAAW,CAAC,KAAK,CAAC,CAAC,wBAAgB,CAAC,gBAAgB,CAAC,CAAC;YAChF,CAAC;YACD,IAAI,CAAC,eAAe,CAAC,KAAK,CAAC,CAAC;QAC9B,CAAC;QAED,OAAO,KAAK,CAAC;IACf,CAAC;IAED;;OAEG;IACK,cAAc,CAAC,OAAqB,EAAE,SAAuB;QAInE,MAAM,SAAS,GAAG,IAAI,YAAY,CAAC,OAAO,CAAC,MAAM,CAAC,CAAC;QACnD,IAAI,WAAW,GAAG,CAAC,CAAC;QAEpB,KAAK,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,OAAO,CAAC,MAAM,EAAE,CAAC,EAAE,EAAE,CAAC;YACxC,MAAM,IAAI,GAAG,OAAO,CAAC,CAAC,CAAC,GAAG,SAAS,CAAC,CAAC,CAAC,CAAC;YACvC,SAAS,CAAC,CAAC,CAAC,GAAG,IAAI,CAAC;YACpB,WAAW,IAAI,IAAI,GAAG,IAAI,CAAC;QAC7B,CAAC;QAED,MAAM,SAAS,GAAG,IAAI,CAAC,IAAI,CAAC,WAAW,CAAC,CAAC;QAEzC,sBAAsB;QACtB,IAAI,SAAS,GAAG,CAAC,EAAE,CAAC;YAClB,KAAK,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,SAAS,CAAC,MAAM,EAAE,CAAC,EAAE,EAAE,CAAC;gBAC1C,SAAS,CAAC,CAAC,CAAC,IAAI,SAAS,CAAC;YAC5B,CAAC;QACH,CAAC;QAED,OAAO,EAAE,SAAS,EAAE,SAAS,EAAE,CAAC;IAClC,CAAC;IAED;;OAEG;IACH,cAAc,CAAC,IAAY,EAAE,QAAqC;QAChE,IAAI,CAAC,QAAQ,CAAC,GAAG,CAAC,IAAI,EAAE,QAAQ,CAAC,CAAC;IACpC,CAAC;IAED;;OAEG;IACK,eAAe,CAAC,KAAiB;QACvC,MAAM,MAAM,GAA8C,EAAE,CAAC;QAE7D,KAAK,MAAM,CAAC,IAAI,EAAE,QAAQ,CAAC,IAAI,IAAI,CAAC,QAAQ,EAAE,CAAC;YAC7C,IAAI,CAAC;gBACH,QAAQ,CAAC,KAAK,CAAC,CAAC;YAClB,CAAC;YAAC,OAAO,CAAC,EAAE,CAAC;gBACX,4DAA4D;gBAC5D,MAAM,CAAC,IAAI,CAAC,EAAE,MAAM,EAAE,IAAI,EAAE,KAAK,EAAE,CAAC,EAAE,CAAC,CAAC;YAC1C,CAAC;QACH,CAAC;QAED,8EAA8E;QAC9E,IAAI,MAAM,CAAC,MAAM,GAAG,CAAC,IAAI,MAAM,CAAC,MAAM,IAAI,IAAI,CAAC,QAAQ,CAAC,IAAI,GAAG,CAAC,EAAE,CAAC;YACjE,IAAI,CAAC,MAAM,CAAC,GAAG,CAAC,MAAM,EAAE,GAAG,MAAM,CAAC,MAAM,IAAI,IAAI,CAAC,QAAQ,CAAC,IAAI,kBAAkB,EAAE;gBAChF,cAAc,EAAE,MAAM,CAAC,GAAG,CAAC,CAAC,CAAC,EAAE,CAAC,CAAC,CAAC,MAAM,CAAC;aAC1C,CAAC,CAAC;QACL,CAAC;IACH,CAAC;IAED;;OAEG;IACH,WAAW;QACT,IAAI,IAAI,CAAC,OAAO,CAAC,MAAM,GAAG,CAAC;YAAE,OAAO,CAAC,CAAC;QAEtC,MAAM,MAAM,GAAG,IAAI,CAAC,OAAO,CAAC,KAAK,CAAC,CAAC,wBAAgB,CAAC,oBAAoB,CAAC,CAAC;QAC1E,IAAI,MAAM,CAAC,MAAM,GAAG,CAAC;YAAE,OAAO,CAAC,CAAC;QAEhC,IAAI,UAAU,GAAG,CAAC,CAAC;QACnB,KAAK,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,MAAM,CAAC,MAAM,EAAE,CAAC,EAAE,EAAE,CAAC;YACvC,MAAM,KAAK,GAAG,IAAI,CAAC,cAAc,CAAC,MAAM,CAAC,CAAC,CAAC,CAAC,SAAS,EAAE,MAAM,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,SAAS,CAAC,CAAC;YAChF,UAAU,IAAI,KAAK,CAAC,SAAS,CAAC;QAChC,CAAC;QAED,MAAM,QAAQ,GAAG,MAAM,CAAC,MAAM,CAAC,MAAM,GAAG,CAAC,CAAC,CAAC,SAAS,GAAG,MAAM,CAAC,CAAC,CAAC,CAAC,SAAS,CAAC;QAC3E,OAAO,QAAQ,GAAG,CAAC,CAAC,CAAC,CAAC,UAAU,GAAG,QAAQ,GAAG,IAAI,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,mBAAmB;IAC7E,CAAC;IAED;;OAEG;IACH,QAAQ;QAON,MAAM,YAAY,GAAG,IAAI,CAAC,OAAO,CAAC,MAAM,GAAG,CAAC,IAAI,IAAI,CAAC,QAAQ;YAC3D,CAAC,CAAC,IAAI,CAAC,cAAc,CAAC,IAAI,CAAC,OAAO,CAAC,IAAI,CAAC,OAAO,CAAC,MAAM,GAAG,CAAC,CAAC,CAAC,SAAS,EAAE,IAAI,CAAC,QAAQ,CAAC,CAAC,SAAS;YAC/F,CAAC,CAAC,CAAC,CAAC;QAEN,OAAO;YACL,YAAY;YACZ,QAAQ,EAAE,IAAI,CAAC,WAAW,EAAE;YAC5B,cAAc,EAAE,IAAI,CAAC,WAAW,CAAC,MAAM,CAAC,CAAC,CAAC,EAAE,CAAC,CAAC,CAAC,QAAQ,KAAK,UAAU,CAAC,CAAC,MAAM;YAC9E,aAAa,EAAE,IAAI,CAAC,WAAW,CAAC,MAAM,CAAC,CAAC,CAAC,EAAE,CAAC,CAAC,CAAC,QAAQ,KAAK,SAAS,CAAC,CAAC,MAAM;YAC5E,WAAW,EAAE,IAAI,CAAC,OAAO,CAAC,MAAM;SACjC,CAAC;IACJ,CAAC;IAED;;OAEG;IACH,QAAQ;QACN,IAAI,IAAI,CAAC,OAAO,CAAC,MAAM,GAAG,CAAC,EAAE,CAAC;YAC5B,IAAI,CAAC,QAAQ,GAAG,IAAI,YAAY,CAAC,IAAI,CAAC,OAAO,CAAC,IAAI,CAAC,OAAO,CAAC,MAAM,GAAG,CAAC,CAAC,CAAC,SAAS,CAAC,CAAC;QACpF,CAAC;IACH,CAAC;CACF;AAnMD,sDAmMC;AAED,+EAA+E;AAC/E,8DAA8D;AAC9D,+EAA+E;AAE/E;;;GAGG;AACH,MAAa,aAAa;IAMxB,YAAY,SAAuB,EAAE;QAL7B,aAAQ,GAAmC,IAAI,GAAG,EAAE,CAAC;QAErD,eAAU,GAAW,IAAI,CAAC,GAAG,EAAE,CAAC;QAItC,IAAI,CAAC,MAAM,GAAG;YACZ,SAAS,EAAE,MAAM,CAAC,SAAS,IAAI,wBAAgB,CAAC,iBAAiB;YACjE,eAAe,EAAE,MAAM,CAAC,eAAe,IAAI,wBAAgB,CAAC,yBAAyB;YACrF,qBAAqB,EAAE,MAAM,CAAC,qBAAqB,IAAI,wBAAgB,CAAC,8BAA8B;YACtG,iBAAiB,EAAE,MAAM,CAAC,iBAAiB,IAAI,wBAAgB,CAAC,0BAA0B;SAC3F,CAAC;QACF,IAAI,CAAC,MAAM,GAAG,MAAM,CAAC,MAAM,IAAI,qBAAa,CAAC;IAC/C,CAAC;IAED;;OAEG;IACH,MAAM,CAAC,EAAU,EAAE,SAAkC,EAAE,OAAe;QACpE,4BAA4B;QAC5B,IAAI,OAAO,EAAE,KAAK,QAAQ,IAAI,EAAE,CAAC,MAAM,KAAK,CAAC,IAAI,EAAE,CAAC,MAAM,GAAG,wBAAgB,CAAC,aAAa,EAAE,CAAC;YAC5F,MAAM,IAAI,KAAK,CAAC,0CAA0C,wBAAgB,CAAC,aAAa,aAAa,CAAC,CAAC;QACzG,CAAC;QACD,IAAI,OAAO,OAAO,KAAK,QAAQ,IAAI,OAAO,CAAC,MAAM,GAAG,wBAAgB,CAAC,kBAAkB,EAAE,CAAC;YACxF,MAAM,IAAI,KAAK,CAAC,mCAAmC,wBAAgB,CAAC,kBAAkB,EAAE,CAAC,CAAC;QAC5F,CAAC;QACD,IAAI,IAAI,CAAC,QAAQ,CAAC,IAAI,IAAI,wBAAgB,CAAC,YAAY,IAAI,CAAC,IAAI,CAAC,QAAQ,CAAC,GAAG,CAAC,EAAE,CAAC,EAAE,CAAC;YAClF,uDAAuD;YACvD,IAAI,CAAC,YAAY,EAAE,CAAC;QACtB,CAAC;QAED,MAAM,GAAG,GAAG,SAAS,YAAY,YAAY;YAC3C,CAAC,CAAC,IAAI,YAAY,CAAC,SAAS,CAAC;YAC7B,CAAC,CAAC,IAAI,YAAY,CAAC,SAAS,CAAC,CAAC;QAEhC,yCAAyC;QACzC,IAAI,GAAG,CAAC,MAAM,KAAK,IAAI,CAAC,MAAM,CAAC,SAAS,EAAE,CAAC;YACzC,MAAM,IAAI,KAAK,CAAC,0CAA0C,IAAI,CAAC,MAAM,CAAC,SAAS,SAAS,GAAG,CAAC,MAAM,EAAE,CAAC,CAAC;QACxG,CAAC;QAED,MAAM,GAAG,GAAG,IAAI,CAAC,GAAG,EAAE,CAAC;QAEvB,gDAAgD;QAChD,IAAI,YAAY,GAAG,CAAC,CAAC;QACrB,KAAK,MAAM,QAAQ,IAAI,IAAI,CAAC,QAAQ,CAAC,MAAM,EAAE,EAAE,CAAC;YAC9C,MAAM,UAAU,GAAG,IAAI,CAAC,gBAAgB,CAAC,GAAG,EAAE,QAAQ,CAAC,SAAS,CAAC,CAAC;YAClE,IAAI,UAAU,GAAG,IAAI,CAAC,MAAM,CAAC,qBAAqB,EAAE,CAAC;gBACnD,YAAY,IAAI,UAAU,GAAG,IAAI,CAAC,MAAM,CAAC,qBAAqB,CAAC;gBAC/D,QAAQ,CAAC,YAAY,IAAI,CAAC,UAAU,GAAG,IAAI,CAAC,MAAM,CAAC,qBAAqB,CAAC,GAAG,GAAG,CAAC;YAClF,CAAC;QACH,CAAC;QAED,MAAM,KAAK,GAAsB;YAC/B,EAAE;YACF,SAAS,EAAE,GAAG;YACd,OAAO;YACP,QAAQ,EAAE,GAAG,GAAG,YAAY,GAAG,GAAG,EAAE,oCAAoC;YACxE,UAAU,EAAE,GAAG;YACf,WAAW,EAAE,CAAC;YACd,kBAAkB,EAAE,CAAC;YACrB,YAAY;SACb,CAAC;QAEF,IAAI,CAAC,QAAQ,CAAC,GAAG,CAAC,EAAE,EAAE,KAAK,CAAC,CAAC;QAC7B,OAAO,KAAK,CAAC;IACf,CAAC;IAED;;OAEG;IACH,MAAM,CAAC,KAA8B,EAAE,IAAY,CAAC;QAClD,MAAM,CAAC,GAAG,KAAK,YAAY,YAAY,CAAC,CAAC,CAAC,KAAK,CAAC,CAAC,CAAC,IAAI,YAAY,CAAC,KAAK,CAAC,CAAC;QAC1E,MAAM,GAAG,GAAG,IAAI,CAAC,GAAG,EAAE,CAAC;QAEvB,4BAA4B;QAC5B,IAAI,CAAC,UAAU,EAAE,CAAC;QAElB,iBAAiB;QACjB,MAAM,MAAM,GAAuD,EAAE,CAAC;QACtE,KAAK,MAAM,KAAK,IAAI,IAAI,CAAC,QAAQ,CAAC,MAAM,EAAE,EAAE,CAAC;YAC3C,MAAM,UAAU,GAAG,IAAI,CAAC,gBAAgB,CAAC,CAAC,EAAE,KAAK,CAAC,SAAS,CAAC,CAAC;YAC7D,mDAAmD;YACnD,MAAM,KAAK,GAAG,UAAU,GAAG,IAAI,CAAC,IAAI,CAAC,KAAK,CAAC,QAAQ,CAAC,CAAC;YACrD,MAAM,CAAC,IAAI,CAAC,EAAE,KAAK,EAAE,KAAK,EAAE,CAAC,CAAC;QAChC,CAAC;QAED,qBAAqB;QACrB,MAAM,CAAC,IAAI,CAAC,CAAC,CAAC,EAAE,CAAC,EAAE,EAAE,CAAC,CAAC,CAAC,KAAK,GAAG,CAAC,CAAC,KAAK,CAAC,CAAC;QACzC,MAAM,OAAO,GAAG,MAAM,CAAC,KAAK,CAAC,CAAC,EAAE,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,EAAE,CAAC,CAAC,CAAC,KAAK,CAAC,CAAC;QAErD,2DAA2D;QAC3D,KAAK,MAAM,KAAK,IAAI,OAAO,EAAE,CAAC;YAC5B,KAAK,CAAC,UAAU,GAAG,GAAG,CAAC;YACvB,KAAK,CAAC,WAAW,EAAE,CAAC;YACpB,KAAK,CAAC,QAAQ,GAAG,IAAI,CAAC,GAAG,CAAC,GAAG,EAAE,KAAK,CAAC,QAAQ,GAAG,wBAAgB,CAAC,qBAAqB,CAAC,CAAC;QAC1F,CAAC;QAED,OAAO,OAAO,CAAC;IACjB,CAAC;IAED;;OAEG;IACK,UAAU;QAChB,MAAM,GAAG,GAAG,IAAI,CAAC,GAAG,EAAE,CAAC;QACvB,MAAM,OAAO,GAAG,IAAI,CAAC,GAAG,CAAC,CAAC,EAAE,GAAG,GAAG,IAAI,CAAC,UAAU,CAAC,GAAG,KAAK,CAAC,CAAC,4BAA4B;QAExF,6DAA6D;QAC7D,MAAM,aAAa,GAAG,IAAI,CAAC,GAAG,CAAC,OAAO,EAAE,wBAAgB,CAAC,qBAAqB,CAAC,CAAC;QAChF,IAAI,OAAO,GAAG,wBAAgB,CAAC,qBAAqB,EAAE,CAAC;YACrD,IAAI,CAAC,MAAM,CAAC,GAAG,CAAC,MAAM,EAAE,6BAA6B,OAAO,CAAC,OAAO,CAAC,CAAC,CAAC,UAAU,CAAC,CAAC;QACrF,CAAC;QAED,IAAI,CAAC,UAAU,GAAG,GAAG,CAAC;QACtB,MAAM,WAAW,GAAG,IAAI,CAAC,GAAG,CAAC,CAAC,IAAI,CAAC,MAAM,CAAC,eAAe,GAAG,aAAa,CAAC,CAAC;QAE3E,KAAK,MAAM,KAAK,IAAI,IAAI,CAAC,QAAQ,CAAC,MAAM,EAAE,EAAE,CAAC;YAC3C,4CAA4C;YAC5C,MAAM,cAAc,GAAG,WAAW,GAAG,KAAK,CAAC,kBAAkB,GAAG,CAAC,CAAC,GAAG,WAAW,CAAC,GAAG,GAAG,CAAC;YACxF,KAAK,CAAC,QAAQ,GAAG,IAAI,CAAC,GAAG,CAAC,CAAC,EAAE,KAAK,CAAC,QAAQ,GAAG,cAAc,CAAC,CAAC;YAE9D,mCAAmC;YACnC,IAAI,KAAK,CAAC,QAAQ,GAAG,wBAAgB,CAAC,uBAAuB,EAAE,CAAC;gBAC9D,IAAI,CAAC,QAAQ,CAAC,MAAM,CAAC,KAAK,CAAC,EAAE,CAAC,CAAC;YACjC,CAAC;QACH,CAAC;IACH,CAAC;IAED;;;OAGG;IACH,WAAW;QACT,IAAI,YAAY,GAAG,CAAC,CAAC;QACrB,IAAI,SAAS,GAAG,CAAC,CAAC;QAElB,KAAK,MAAM,KAAK,IAAI,IAAI,CAAC,QAAQ,CAAC,MAAM,EAAE,EAAE,CAAC;YAC3C,mEAAmE;YACnE,MAAM,kBAAkB,GACtB,IAAI,CAAC,GAAG,CAAC,KAAK,CAAC,WAAW,GAAG,CAAC,CAAC,GAAG,KAAK,CAAC,QAAQ,GAAG,CAAC,CAAC,GAAG,KAAK,CAAC,YAAY,GAAG,GAAG,CAAC,CAAC;YAEpF,IAAI,kBAAkB,GAAG,wBAAgB,CAAC,6BAA6B,EAAE,CAAC;gBACxE,KAAK,CAAC,kBAAkB,GAAG,IAAI,CAAC,GAAG,CAAC,GAAG,EAAE,KAAK,CAAC,kBAAkB,GAAG,IAAI,CAAC,MAAM,CAAC,iBAAiB,CAAC,CAAC;gBACnG,KAAK,CAAC,QAAQ,GAAG,IAAI,CAAC,GAAG,CAAC,GAAG,EAAE,KAAK,CAAC,QAAQ,GAAG,IAAI,CAAC,CAAC;gBACtD,YAAY,EAAE,CAAC;YACjB,CAAC;iBAAM,IAAI,KAAK,CAAC,QAAQ,GAAG,wBAAgB,CAAC,sBAAsB,EAAE,CAAC;gBACpE,IAAI,CAAC,QAAQ,CAAC,MAAM,CAAC,KAAK,CAAC,EAAE,CAAC,CAAC;gBAC/B,SAAS,EAAE,CAAC;YACd,CAAC;QACH,CAAC;QAED,OAAO,EAAE,YAAY,EAAE,SAAS,EAAE,CAAC;IACrC,CAAC;IAED;;OAEG;IACH,QAAQ;QAMN,IAAI,IAAI,CAAC,QAAQ,CAAC,IAAI,KAAK,CAAC,EAAE,CAAC;YAC7B,OAAO,EAAE,aAAa,EAAE,CAAC,EAAE,WAAW,EAAE,CAAC,EAAE,gBAAgB,EAAE,CAAC,EAAE,eAAe,EAAE,CAAC,EAAE,CAAC;QACvF,CAAC;QAED,IAAI,WAAW,GAAG,CAAC,EAAE,gBAAgB,GAAG,CAAC,EAAE,eAAe,GAAG,CAAC,CAAC;QAC/D,KAAK,MAAM,KAAK,IAAI,IAAI,CAAC,QAAQ,CAAC,MAAM,EAAE,EAAE,CAAC;YAC3C,WAAW,IAAI,KAAK,CAAC,QAAQ,CAAC;YAC9B,gBAAgB,IAAI,KAAK,CAAC,kBAAkB,CAAC;YAC7C,eAAe,IAAI,KAAK,CAAC,YAAY,CAAC;QACxC,CAAC;QAED,MAAM,CAAC,GAAG,IAAI,CAAC,QAAQ,CAAC,IAAI,CAAC;QAC7B,OAAO;YACL,aAAa,EAAE,CAAC;YAChB,WAAW,EAAE,WAAW,GAAG,CAAC;YAC5B,gBAAgB,EAAE,gBAAgB,GAAG,CAAC;YACtC,eAAe,EAAE,eAAe,GAAG,CAAC;SACrC,CAAC;IACJ,CAAC;IAEO,gBAAgB,CAAC,CAAe,EAAE,CAAe;QACvD,IAAI,GAAG,GAAG,CAAC,EAAE,KAAK,GAAG,CAAC,EAAE,KAAK,GAAG,CAAC,CAAC;QAClC,KAAK,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,CAAC,CAAC,MAAM,EAAE,CAAC,EAAE,EAAE,CAAC;YAClC,GAAG,IAAI,CAAC,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,CAAC,CAAC;YACnB,KAAK,IAAI,CAAC,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,CAAC,CAAC;YACrB,KAAK,IAAI,CAAC,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,CAAC,CAAC;QACvB,CAAC;QACD,MAAM,KAAK,GAAG,IAAI,CAAC,IAAI,CAAC,KAAK,GAAG,KAAK,CAAC,CAAC;QACvC,IAAI,KAAK,GAAG,KAAK;YAAE,OAAO,CAAC,CAAC,CAAC,sBAAsB;QACnD,OAAO,IAAI,CAAC,GAAG,CAAC,CAAC,CAAC,EAAE,IAAI,CAAC,GAAG,CAAC,CAAC,EAAE,GAAG,GAAG,KAAK,CAAC,CAAC,CAAC,CAAC,uBAAuB;IACxE,CAAC;IAED;;OAEG;IACK,YAAY;QAClB,MAAM,OAAO,GAAG,KAAK,CAAC,IAAI,CAAC,IAAI,CAAC,QAAQ,CAAC,OAAO,EAAE,CAAC;aAChD,IAAI,CAAC,CAAC,CAAC,EAAE,CAAC,EAAE,EAAE,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,QAAQ,GAAG,CAAC,CAAC,CAAC,CAAC,CAAC,QAAQ,CAAC,CAAC;QACjD,MAAM,WAAW,GAAG,IAAI,CAAC,IAAI,CAAC,IAAI,CAAC,QAAQ,CAAC,IAAI,GAAG,wBAAgB,CAAC,sBAAsB,CAAC,CAAC;QAC5F,KAAK,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,WAAW,EAAE,CAAC,EAAE,EAAE,CAAC;YACrC,IAAI,CAAC,QAAQ,CAAC,MAAM,CAAC,OAAO,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC;QACtC,CAAC;QACD,IAAI,CAAC,MAAM,CAAC,GAAG,CAAC,OAAO,EAAE,yBAAyB,WAAW,gBAAgB,CAAC,CAAC;IACjF,CAAC;CACF;AAhND,sCAgNC;AAED,+EAA+E;AAC/E,wDAAwD;AACxD,+EAA+E;AAE/E;;;GAGG;AACH,MAAa,qBAAqB;IAOhC,YAAY,SAAuB,EAAE;QAN7B,WAAM,GAA4B,IAAI,GAAG,EAAE,CAAC;QAC5C,gBAAW,GAA4D,IAAI,GAAG,EAAE,CAAC;QAGjF,gBAAW,GAAW,IAAI,CAAC,GAAG,EAAE,CAAC;QAGvC,IAAI,CAAC,MAAM,GAAG;YACZ,SAAS,EAAE,MAAM,CAAC,SAAS,IAAI,wBAAgB,CAAC,iBAAiB;SAClE,CAAC;QACF,IAAI,CAAC,MAAM,GAAG,MAAM,CAAC,MAAM,IAAI,qBAAa,CAAC;IAC/C,CAAC;IAED;;OAEG;IACH,WAAW,CAAC,EAAU,EAAE,SAAkC;QACxD,qCAAqC;QACrC,IAAI,CAAC,kBAAkB,EAAE,CAAC;QAE1B,gCAAgC;QAChC,IAAI,CAAC,IAAI,CAAC,MAAM,CAAC,GAAG,CAAC,EAAE,CAAC,IAAI,IAAI,CAAC,MAAM,CAAC,IAAI,IAAI,wBAAgB,CAAC,UAAU,EAAE,CAAC;YAC5E,MAAM,IAAI,KAAK,CAAC,wBAAwB,wBAAgB,CAAC,UAAU,EAAE,CAAC,CAAC;QACzE,CAAC;QAED,MAAM,QAAQ,GAAG,SAAS,YAAY,YAAY;YAChD,CAAC,CAAC,IAAI,YAAY,CAAC,SAAS,CAAC;YAC7B,CAAC,CAAC,IAAI,YAAY,CAAC,SAAS,CAAC,CAAC;QAEhC,MAAM,QAAQ,GAAG,IAAI,CAAC,MAAM,CAAC,GAAG,CAAC,EAAE,CAAC,CAAC;QACrC,MAAM,GAAG,GAAG,IAAI,CAAC,GAAG,EAAE,CAAC;QAEvB,IAAI,QAAQ,EAAE,CAAC;YACb,6CAA6C;YAC7C,KAAK,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,QAAQ,CAAC,MAAM,EAAE,CAAC,EAAE,EAAE,CAAC;gBACzC,QAAQ,CAAC,QAAQ,CAAC,CAAC,CAAC,GAAG,QAAQ,CAAC,CAAC,CAAC,GAAG,QAAQ,CAAC,QAAQ,CAAC,CAAC,CAAC,CAAC;YAC5D,CAAC;YACD,QAAQ,CAAC,QAAQ,GAAG,QAAQ,CAAC;YAC7B,QAAQ,CAAC,UAAU,GAAG,GAAG,CAAC;YAE1B,sCAAsC;YACtC,QAAQ,CAAC,IAAI,GAAG,IAAI,CAAC,aAAa,CAAC,QAAQ,CAAC,CAAC;QAC/C,CAAC;aAAM,CAAC;YACN,YAAY;YACZ,MAAM,KAAK,GAAe;gBACxB,EAAE;gBACF,QAAQ;gBACR,QAAQ,EAAE,IAAI,YAAY,CAAC,IAAI,CAAC,MAAM,CAAC,SAAS,CAAC;gBACjD,SAAS,EAAE,IAAI,YAAY,CAAC,IAAI,CAAC,MAAM,CAAC,SAAS,CAAC,CAAC,IAAI,CAAC,CAAC,GAAG,IAAI,CAAC,MAAM,CAAC,SAAS,CAAC;gBAClF,MAAM,EAAE,wBAAgB,CAAC,oBAAoB;gBAC7C,IAAI,EAAE,IAAI,CAAC,aAAa,CAAC,QAAQ,CAAC;gBAClC,UAAU,EAAE,GAAG;aAChB,CAAC;YACF,IAAI,CAAC,MAAM,CAAC,GAAG,CAAC,EAAE,EAAE,KAAK,CAAC,CAAC;YAC3B,OAAO,KAAK,CAAC;QACf,CAAC;QAED,OAAO,QAAQ,CAAC;IAClB,CAAC;IAED;;OAEG;IACK,kBAAkB;QACxB,MAAM,GAAG,GAAG,IAAI,CAAC,GAAG,EAAE,CAAC;QACvB,gCAAgC;QAChC,IAAI,GAAG,GAAG,IAAI,CAAC,WAAW,GAAG,KAAK;YAAE,OAAO;QAC3C,IAAI,CAAC,WAAW,GAAG,GAAG,CAAC;QAEvB,MAAM,MAAM,GAAG,GAAG,GAAG,wBAAgB,CAAC,gBAAgB,CAAC;QACvD,IAAI,OAAO,GAAG,CAAC,CAAC;QAEhB,KAAK,MAAM,CAAC,EAAE,EAAE,KAAK,CAAC,IAAI,IAAI,CAAC,MAAM,EAAE,CAAC;YACtC,IAAI,KAAK,CAAC,UAAU,GAAG,MAAM,EAAE,CAAC;gBAC9B,IAAI,CAAC,MAAM,CAAC,MAAM,CAAC,EAAE,CAAC,CAAC;gBACvB,OAAO,EAAE,CAAC;YACZ,CAAC;QACH,CAAC;QAED,IAAI,OAAO,GAAG,CAAC,EAAE,CAAC;YAChB,IAAI,CAAC,MAAM,CAAC,GAAG,CAAC,OAAO,EAAE,cAAc,OAAO,eAAe,CAAC,CAAC;QACjE,CAAC;IACH,CAAC;IAED;;OAEG;IACH,WAAW,CAAC,EAAU;QACpB,OAAO,IAAI,CAAC,MAAM,CAAC,MAAM,CAAC,EAAE,CAAC,CAAC;IAChC,CAAC;IAED;;OAEG;IACH,UAAU,CAAC,IAAY,EAAE,QAAiC,EAAE,SAAiB,GAAG;QAC9E,MAAM,CAAC,GAAG,QAAQ,YAAY,YAAY;YACxC,CAAC,CAAC,IAAI,YAAY,CAAC,QAAQ,CAAC;YAC5B,CAAC,CAAC,IAAI,YAAY,CAAC,QAAQ,CAAC,CAAC;QAC/B,IAAI,CAAC,WAAW,CAAC,GAAG,CAAC,IAAI,EAAE,EAAE,QAAQ,EAAE,CAAC,EAAE,MAAM,EAAE,CAAC,CAAC;IACtD,CAAC;IAED;;OAEG;IACK,aAAa,CAAC,QAAsB;QAC1C,IAAI,QAAQ,GAAG,SAAS,CAAC;QACzB,IAAI,SAAS,GAAG,CAAC,QAAQ,CAAC;QAE1B,KAAK,MAAM,CAAC,IAAI,EAAE,MAAM,CAAC,IAAI,IAAI,CAAC,WAAW,EAAE,CAAC;YAC9C,MAAM,QAAQ,GAAG,IAAI,CAAC,iBAAiB,CAAC,QAAQ,EAAE,MAAM,CAAC,QAAQ,CAAC,CAAC;YACnE,MAAM,KAAK,GAAG,MAAM,CAAC,MAAM,GAAG,QAAQ,CAAC;YACvC,IAAI,KAAK,GAAG,SAAS,EAAE,CAAC;gBACtB,SAAS,GAAG,KAAK,CAAC;gBAClB,QAAQ,GAAG,IAAI,CAAC;YAClB,CAAC;QACH,CAAC;QAED,OAAO,SAAS,GAAG,CAAC,CAAC,CAAC,CAAC,QAAQ,CAAC,CAAC,CAAC,WAAW,CAAC;IAChD,CAAC;IAED;;OAEG;IACH,iBAAiB,CAAC,EAAU,EAAE,QAAgB,CAAC;QAC7C,mCAAmC;QACnC,IAAI,CAAC,MAAM,CAAC,SAAS,CAAC,KAAK,CAAC,IAAI,KAAK,GAAG,CAAC,EAAE,CAAC;YAC1C,MAAM,IAAI,KAAK,CAAC,kCAAkC,CAAC,CAAC;QACtD,CAAC;QACD,MAAM,YAAY,GAAG,IAAI,CAAC,GAAG,CAAC,KAAK,EAAE,wBAAgB,CAAC,oBAAoB,CAAC,CAAC;QAE5E,MAAM,KAAK,GAAG,IAAI,CAAC,MAAM,CAAC,GAAG,CAAC,EAAE,CAAC,CAAC;QAClC,IAAI,CAAC,KAAK;YAAE,OAAO,EAAE,CAAC;QAEtB,MAAM,UAAU,GAAmB,EAAE,CAAC;QACtC,IAAI,OAAO,GAAG,IAAI,YAAY,CAAC,KAAK,CAAC,QAAQ,CAAC,CAAC;QAE/C,KAAK,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,YAAY,EAAE,CAAC,EAAE,EAAE,CAAC;YACtC,MAAM,IAAI,GAAG,IAAI,YAAY,CAAC,OAAO,CAAC,MAAM,CAAC,CAAC;YAC9C,KAAK,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,OAAO,CAAC,MAAM,EAAE,CAAC,EAAE,EAAE,CAAC;gBACxC,IAAI,CAAC,CAAC,CAAC,GAAG,OAAO,CAAC,CAAC,CAAC,GAAG,KAAK,CAAC,QAAQ,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,GAAG,CAAC,GAAG,wBAAgB,CAAC,kBAAkB,CAAC,CAAC;YAC3F,CAAC;YACD,UAAU,CAAC,IAAI,CAAC,IAAI,CAAC,CAAC;YACtB,OAAO,GAAG,IAAI,CAAC;QACjB,CAAC;QAED,OAAO,UAAU,CAAC;IACpB,CAAC;IAED;;OAEG;IACH,QAAQ,CAAC,OAAe,EAAE,cAAuC;QAC/D,MAAM,KAAK,GAAG,IAAI,CAAC,MAAM,CAAC,GAAG,CAAC,OAAO,CAAC,CAAC;QACvC,IAAI,CAAC,KAAK;YAAE,OAAO;QAEnB,MAAM,KAAK,GAAG,cAAc,YAAY,YAAY;YAClD,CAAC,CAAC,cAAc;YAChB,CAAC,CAAC,IAAI,YAAY,CAAC,cAAc,CAAC,CAAC;QAErC,wDAAwD;QACxD,IAAI,GAAG,GAAG,CAAC,CAAC;QACZ,KAAK,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,KAAK,CAAC,SAAS,CAAC,MAAM,EAAE,CAAC,EAAE,EAAE,CAAC;YAChD,KAAK,CAAC,SAAS,CAAC,CAAC,CAAC,GAAG,IAAI,CAAC,GAAG,CAAC,KAAK,CAAC,CAAC,CAAC,CAAC,GAAG,IAAI,CAAC;YAC/C,GAAG,IAAI,KAAK,CAAC,SAAS,CAAC,CAAC,CAAC,CAAC;QAC5B,CAAC;QACD,YAAY;QACZ,KAAK,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,KAAK,CAAC,SAAS,CAAC,MAAM,EAAE,CAAC,EAAE,EAAE,CAAC;YAChD,KAAK,CAAC,SAAS,CAAC,CAAC,CAAC,IAAI,GAAG,CAAC;QAC5B,CAAC;IACH,CAAC;IAED;;OAEG;IACH,eAAe,CAAC,IAAY;QAC1B,OAAO,KAAK,CAAC,IAAI,CAAC,IAAI,CAAC,MAAM,CAAC,MAAM,EAAE,CAAC,CAAC,MAAM,CAAC,CAAC,CAAC,EAAE,CAAC,CAAC,CAAC,IAAI,KAAK,IAAI,CAAC,CAAC;IACvE,CAAC;IAEO,iBAAiB,CAAC,CAAe,EAAE,CAAe;QACxD,IAAI,GAAG,GAAG,CAAC,CAAC;QACZ,KAAK,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,CAAC,CAAC,MAAM,EAAE,CAAC,EAAE,EAAE,CAAC;YAClC,MAAM,IAAI,GAAG,CAAC,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,CAAC,CAAC;YACzB,GAAG,IAAI,IAAI,GAAG,IAAI,CAAC;QACrB,CAAC;QACD,OAAO,IAAI,CAAC,IAAI,CAAC,GAAG,CAAC,CAAC;IACxB,CAAC;CACF;AA3LD,sDA2LC;AAED,+EAA+E;AAC/E,iEAAiE;AACjE,+EAA+E;AAE/E;;;GAGG;AACH,MAAa,gBAAgB;IAY3B,YAAY,SAAuB,EAAE;QAX7B,WAAM,GAKT,IAAI,GAAG,EAAE,CAAC;QAOb,IAAI,CAAC,MAAM,GAAG,EAAE,SAAS,EAAE,MAAM,CAAC,SAAS,IAAI,wBAAgB,CAAC,iBAAiB,EAAE,CAAC;QACpF,IAAI,CAAC,aAAa,GAAG,IAAI,YAAY,CAAC,IAAI,CAAC,MAAM,CAAC,SAAS,CAAC,CAAC;QAC7D,IAAI,CAAC,MAAM,GAAG,MAAM,CAAC,MAAM,IAAI,qBAAa,CAAC;IAC/C,CAAC;IAED;;OAEG;IACH,QAAQ,CAAC,EAAU,EAAE,SAAkC,EAAE,YAAoB,SAAS;QACpF,4BAA4B;QAC5B,IAAI,OAAO,EAAE,KAAK,QAAQ,IAAI,EAAE,CAAC,MAAM,KAAK,CAAC,IAAI,EAAE,CAAC,MAAM,GAAG,wBAAgB,CAAC,aAAa,EAAE,CAAC;YAC5F,MAAM,IAAI,KAAK,CAAC,yCAAyC,wBAAgB,CAAC,aAAa,aAAa,CAAC,CAAC;QACxG,CAAC;QACD,IAAI,OAAO,SAAS,KAAK,QAAQ,IAAI,SAAS,CAAC,MAAM,GAAG,wBAAgB,CAAC,oBAAoB,EAAE,CAAC;YAC9F,MAAM,IAAI,KAAK,CAAC,qCAAqC,wBAAgB,CAAC,oBAAoB,EAAE,CAAC,CAAC;QAChG,CAAC;QACD,IAAI,IAAI,CAAC,MAAM,CAAC,IAAI,IAAI,wBAAgB,CAAC,UAAU,IAAI,CAAC,IAAI,CAAC,MAAM,CAAC,GAAG,CAAC,EAAE,CAAC,EAAE,CAAC;YAC5E,MAAM,IAAI,KAAK,CAAC,wBAAwB,wBAAgB,CAAC,UAAU,EAAE,CAAC,CAAC;QACzE,CAAC;QAED,MAAM,QAAQ,GAAG,SAAS,YAAY,YAAY;YAChD,CAAC,CAAC,IAAI,YAAY,CAAC,SAAS,CAAC;YAC7B,CAAC,CAAC,IAAI,YAAY,CAAC,SAAS,CAAC,CAAC;QAEhC,yCAAyC;QACzC,IAAI,QAAQ,CAAC,MAAM,KAAK,IAAI,CAAC,MAAM,CAAC,SAAS,EAAE,CAAC;YAC9C,MAAM,IAAI,KAAK,CAAC,0CAA0C,IAAI,CAAC,MAAM,CAAC,SAAS,SAAS,QAAQ,CAAC,MAAM,EAAE,CAAC,CAAC;QAC7G,CAAC;QAED,IAAI,CAAC,MAAM,CAAC,GAAG,CAAC,EAAE,EAAE;YAClB,QAAQ;YACR,QAAQ,EAAE,IAAI,YAAY,CAAC,IAAI,CAAC,MAAM,CAAC,SAAS,CAAC;YACjD,UAAU,EAAE,IAAI,CAAC,GAAG,EAAE;YACtB,SAAS;SACV,CAAC,CAAC;QAEH,IAAI,CAAC,mBAAmB,EAAE,CAAC;IAC7B,CAAC;IAED;;OAEG;IACH,MAAM,CAAC,EAAU,EAAE,SAAkC;QACnD,MAAM,KAAK,GAAG,IAAI,CAAC,MAAM,CAAC,GAAG,CAAC,EAAE,CAAC,CAAC;QAClC,IAAI,CAAC,KAAK;YAAE,OAAO;QAEnB,MAAM,WAAW,GAAG,SAAS,YAAY,YAAY;YACnD,CAAC,CAAC,SAAS;YACX,CAAC,CAAC,IAAI,YAAY,CAAC,SAAS,CAAC,CAAC;QAEhC,qBAAqB;QACrB,KAAK,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,KAAK,CAAC,QAAQ,CAAC,MAAM,EAAE,CAAC,EAAE,EAAE,CAAC;YAC/C,KAAK,CAAC,QAAQ,CAAC,CAAC,CAAC,GAAG,WAAW,CAAC,CAAC,CAAC,GAAG,KAAK,CAAC,QAAQ,CAAC,CAAC,CAAC,CAAC;YACvD,KAAK,CAAC,QAAQ,CAAC,CAAC,CAAC,GAAG,WAAW,CAAC,CAAC,CAAC,CAAC;QACrC,CAAC;QACD,KAAK,CAAC,UAAU,GAAG,IAAI,CAAC,GAAG,EAAE,CAAC;QAE9B,IAAI,CAAC,mBAAmB,EAAE,CAAC;IAC7B,CAAC;IAED;;OAEG;IACK,mBAAmB;QACzB,IAAI,IAAI,CAAC,MAAM,CAAC,IAAI,KAAK,CAAC;YAAE,OAAO;QAEnC,IAAI,CAAC,aAAa,CAAC,IAAI,CAAC,CAAC,CAAC,CAAC;QAC3B,KAAK,MAAM,KAAK,IAAI,IAAI,CAAC,MAAM,CAAC,MAAM,EAAE,EAAE,CAAC;YACzC,KAAK,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,IAAI,CAAC,aAAa,CAAC,MAAM,EAAE,CAAC,EAAE,EAAE,CAAC;gBACnD,IAAI,CAAC,aAAa,CAAC,CAAC,CAAC,IAAI,KAAK,CAAC,QAAQ,CAAC,CAAC,CAAC,CAAC;YAC7C,CAAC;QACH,CAAC;QACD,KAAK,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,IAAI,CAAC,aAAa,CAAC,MAAM,EAAE,CAAC,EAAE,EAAE,CAAC;YACnD,IAAI,CAAC,aAAa,CAAC,CAAC,CAAC,IAAI,IAAI,CAAC,MAAM,CAAC,IAAI,CAAC;QAC5C,CAAC;IACH,CAAC;IAED;;OAEG;IACH,qBAAqB,CAAC,EAAU;QAC9B,MAAM,KAAK,GAAG,IAAI,CAAC,MAAM,CAAC,GAAG,CAAC,EAAE,CAAC,CAAC;QAClC,IAAI,CAAC,KAAK;YAAE,OAAO,IAAI,YAAY,CAAC,IAAI,CAAC,MAAM,CAAC,SAAS,CAAC,CAAC;QAE3D,sCAAsC;QACtC,MAAM,MAAM,GAAG,IAAI,YAAY,CAAC,IAAI,CAAC,MAAM,CAAC,SAAS,CAAC,CAAC;QACvD,KAAK,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,MAAM,CAAC,MAAM,EAAE,CAAC,EAAE,EAAE,CAAC;YACvC,MAAM,CAAC,CAAC,CAAC,GAAG,IAAI,CAAC,aAAa,CAAC,CAAC,CAAC,GAAG,KAAK,CAAC,QAAQ,CAAC,CAAC,CAAC,CAAC;QACxD,CAAC;QACD,OAAO,MAAM,CAAC;IAChB,CAAC;IAED;;OAEG;IACH,iBAAiB,CAAC,EAAU,EAAE,IAAY,CAAC;QACzC,MAAM,KAAK,GAAG,IAAI,CAAC,MAAM,CAAC,GAAG,CAAC,EAAE,CAAC,CAAC;QAClC,IAAI,CAAC,KAAK;YAAE,OAAO,EAAE,CAAC;QAEtB,MAAM,MAAM,GAAiE,EAAE,CAAC;QAChF,KAAK,MAAM,CAAC,OAAO,EAAE,KAAK,CAAC,IAAI,IAAI,CAAC,MAAM,EAAE,CAAC;YAC3C,IAAI,OAAO,KAAK,EAAE;gBAAE,SAAS;YAC7B,MAAM,UAAU,GAAG,IAAI,CAAC,gBAAgB,CAAC,KAAK,CAAC,QAAQ,EAAE,KAAK,CAAC,QAAQ,CAAC,CAAC;YACzE,MAAM,CAAC,IAAI,CAAC,EAAE,EAAE,EAAE,OAAO,EAAE,UAAU,EAAE,SAAS,EAAE,KAAK,CAAC,SAAS,EAAE,CAAC,CAAC;QACvE,CAAC;QAED,MAAM,CAAC,IAAI,CAAC,CAAC,CAAC,EAAE,CAAC,EAAE,EAAE,CAAC,CAAC,CAAC,UAAU,GAAG,CAAC,CAAC,UAAU,CAAC,CAAC;QACnD,OAAO,MAAM,CAAC,KAAK,CAAC,CAAC,EAAE,CAAC,CAAC,CAAC;IAC5B,CAAC;IAED;;OAEG;IACH,cAAc,CAAC,YAAoB,wBAAgB,CAAC,yBAAyB;QAC3E,+BAA+B;QAC/B,IAAI,SAAS,GAAG,CAAC,IAAI,SAAS,GAAG,CAAC,EAAE,CAAC;YACnC,MAAM,IAAI,KAAK,CAAC,mCAAmC,CAAC,CAAC;QACvD,CAAC;QAED,+DAA+D;QAC/D,IAAI,IAAI,CAAC,MAAM,CAAC,IAAI,GAAG,wBAAgB,CAAC,kBAAkB,EAAE,CAAC;YAC3D,IAAI,CAAC,MAAM,CAAC,GAAG,CAAC,MAAM,EAAE,mCAAmC,IAAI,CAAC,MAAM,CAAC,IAAI,MAAM,wBAAgB,CAAC,kBAAkB,EAAE,CAAC,CAAC;YACxH,wCAAwC;YACxC,OAAO,IAAI,GAAG,CAAC,CAAC,CAAC,KAAK,EAAE,KAAK,CAAC,IAAI,CAAC,IAAI,CAAC,MAAM,CAAC,IAAI,EAAE,CAAC,CAAC,CAAC,CAAC,CAAC;QAC5D,CAAC;QAED,MAAM,QAAQ,GAA0B,IAAI,GAAG,EAAE,CAAC;QAClD,MAAM,QAAQ,GAAgB,IAAI,GAAG,EAAE,CAAC;QAExC,KAAK,MAAM,CAAC,EAAE,EAAE,KAAK,CAAC,IAAI,IAAI,CAAC,MAAM,EAAE,CAAC;YACtC,IAAI,QAAQ,CAAC,GAAG,CAAC,EAAE,CAAC;gBAAE,SAAS;YAE/B,MAAM,OAAO,GAAa,CAAC,EAAE,CAAC,CAAC;YAC/B,QAAQ,CAAC,GAAG,CAAC,EAAE,CAAC,CAAC;YAEjB,KAAK,MAAM,CAAC,OAAO,EAAE,KAAK,CAAC,IAAI,IAAI,CAAC,MAAM,EAAE,CAAC;gBAC3C,IAAI,QAAQ,CAAC,GAAG,CAAC,OAAO,CAAC;oBAAE,SAAS;gBACpC,MAAM,UAAU,GAAG,IAAI,CAAC,gBAAgB,CAAC,KAAK,CAAC,QAAQ,EAAE,KAAK,CAAC,QAAQ,CAAC,CAAC;gBACzE,IAAI,UAAU,GAAG,SAAS,EAAE,CAAC;oBAC3B,OAAO,CAAC,IAAI,CAAC,OAAO,CAAC,CAAC;oBACtB,QAAQ,CAAC,GAAG,CAAC,OAAO,CAAC,CAAC;gBACxB,CAAC;YACH,CAAC;YAED,QAAQ,CAAC,GAAG,CAAC,EAAE,EAAE,OAAO,CAAC,CAAC;QAC5B,CAAC;QAED,OAAO,QAAQ,CAAC;IAClB,CAAC;IAED;;OAEG;IACH,YAAY;QACV,IAAI,IAAI,CAAC,MAAM,CAAC,IAAI,GAAG,CAAC;YAAE,OAAO,GAAG,CAAC;QAErC,IAAI,eAAe,GAAG,CAAC,CAAC;QACxB,IAAI,KAAK,GAAG,CAAC,CAAC;QAEd,MAAM,SAAS,GAAG,KAAK,CAAC,IAAI,CAAC,IAAI,CAAC,MAAM,CAAC,MAAM,EAAE,CAAC,CAAC;QACnD,KAAK,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,SAAS,CAAC,MAAM,EAAE,CAAC,EAAE,EAAE,CAAC;YAC1C,KAAK,IAAI,CAAC,GAAG,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,SAAS,CAAC,MAAM,EAAE,CAAC,EAAE,EAAE,CAAC;gBAC9C,eAAe,IAAI,IAAI,CAAC,gBAAgB,CAAC,SAAS,CAAC,CAAC,CAAC,CAAC,QAAQ,EAAE,SAAS,CAAC,CAAC,CAAC,CAAC,QAAQ,CAAC,CAAC;gBACvF,KAAK,EAAE,CAAC;YACV,CAAC;QACH,CAAC;QAED,OAAO,KAAK,GAAG,CAAC,CAAC,CAAC,CAAC,eAAe,GAAG,KAAK,CAAC,CAAC,CAAC,GAAG,CAAC;IACnD,CAAC;IAEO,gBAAgB,CAAC,CAAe,EAAE,CAAe;QACvD,IAAI,GAAG,GAAG,CAAC,EAAE,KAAK,GAAG,CAAC,EAAE,KAAK,GAAG,CAAC,CAAC;QAClC,KAAK,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,CAAC,CAAC,MAAM,EAAE,CAAC,EAAE,EAAE,CAAC;YAClC,GAAG,IAAI,CAAC,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,CAAC,CAAC;YACnB,KAAK,IAAI,CAAC,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,CAAC,CAAC;YACrB,KAAK,IAAI,CAAC,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,CAAC,CAAC;QACvB,CAAC;QACD,MAAM,KAAK,GAAG,IAAI,CAAC,IAAI,CAAC,KAAK,GAAG,KAAK,CAAC,CAAC;QACvC,IAAI,KAAK,GAAG,wBAAgB,CAAC,qBAAqB;YAAE,OAAO,CAAC,CAAC;QAC7D,OAAO,IAAI,CAAC,GAAG,CAAC,CAAC,CAAC,EAAE,IAAI,CAAC,GAAG,CAAC,CAAC,EAAE,GAAG,GAAG,KAAK,CAAC,CAAC,CAAC;IAChD,CAAC;IAED;;OAEG;IACH,WAAW,CAAC,EAAU;QACpB,MAAM,OAAO,GAAG,IAAI,CAAC,MAAM,CAAC,MAAM,CAAC,EAAE,CAAC,CAAC;QACvC,IAAI,OAAO,EAAE,CAAC;YACZ,IAAI,CAAC,mBAAmB,EAAE,CAAC;QAC7B,CAAC;QACD,OAAO,OAAO,CAAC;IACjB,CAAC;CACF;AA7MD,4CA6MC;AAED,+EAA+E;AAC/E,wDAAwD;AACxD,+EAA+E;AAE/E;;;GAGG;AACH,MAAa,gBAAgB;IAa3B,YAAY,SAAiD,EAAE;QAZvD,YAAO,GAIV,EAAE,CAAC;QACA,yBAAoB,GAGjB,IAAI,CAAC;QAKd,IAAI,CAAC,MAAM,GAAG;YACZ,SAAS,EAAE,MAAM,CAAC,SAAS,IAAI,wBAAgB,CAAC,iBAAiB;YACjE,UAAU,EAAE,MAAM,CAAC,UAAU,IAAI,wBAAgB,CAAC,mBAAmB;SACtE,CAAC;QACF,IAAI,CAAC,MAAM,GAAG,MAAM,CAAC,MAAM,IAAI,qBAAa,CAAC;IAC/C,CAAC;IAED;;OAEG;IACH,OAAO,CAAC,SAAkC,EAAE,SAAiB,SAAS;QACpE,MAAM,GAAG,GAAG,SAAS,YAAY,YAAY;YAC3C,CAAC,CAAC,IAAI,YAAY,CAAC,SAAS,CAAC;YAC7B,CAAC,CAAC,IAAI,YAAY,CAAC,SAAS,CAAC,CAAC;QAEhC,IAAI,CAAC,OAAO,CAAC,IAAI,CAAC;YAChB,SAAS,EAAE,GAAG;YACd,SAAS,EAAE,IAAI,CAAC,GAAG,EAAE;YACrB,MAAM;SACP,CAAC,CAAC;QAEH,mBAAmB;QACnB,OAAO,IAAI,CAAC,OAAO,CAAC,MAAM,GAAG,IAAI,CAAC,MAAM,CAAC,UAAU,GAAG,CAAC,EAAE,CAAC;YACxD,IAAI,CAAC,OAAO,CAAC,KAAK,EAAE,CAAC;QACvB,CAAC;IACH,CAAC;IAED;;OAEG;IACH,SAAS;QACP,IAAI,IAAI,CAAC,OAAO,CAAC,MAAM,GAAG,wBAAgB,CAAC,4BAA4B,EAAE,CAAC;YACxE,MAAM,IAAI,KAAK,CAAC,iBAAiB,wBAAgB,CAAC,4BAA4B,4BAA4B,CAAC,CAAC;QAC9G,CAAC;QAED,MAAM,IAAI,GAAG,IAAI,YAAY,CAAC,IAAI,CAAC,MAAM,CAAC,SAAS,CAAC,CAAC;QACrD,MAAM,QAAQ,GAAG,IAAI,YAAY,CAAC,IAAI,CAAC,MAAM,CAAC,SAAS,CAAC,CAAC;QAEzD,iBAAiB;QACjB,KAAK,MAAM,GAAG,IAAI,IAAI,CAAC,OAAO,EAAE,CAAC;YAC/B,KAAK,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,IAAI,CAAC,MAAM,EAAE,CAAC,EAAE,EAAE,CAAC;gBACrC,IAAI,CAAC,CAAC,CAAC,IAAI,GAAG,CAAC,SAAS,CAAC,CAAC,CAAC,CAAC;YAC9B,CAAC;QACH,CAAC;QACD,KAAK,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,IAAI,CAAC,MAAM,EAAE,CAAC,EAAE,EAAE,CAAC;YACrC,IAAI,CAAC,CAAC,CAAC,IAAI,IAAI,CAAC,OAAO,CAAC,MAAM,CAAC;QACjC,CAAC;QAED,qBAAqB;QACrB,KAAK,MAAM,GAAG,IAAI,IAAI,CAAC,OAAO,EAAE,CAAC;YAC/B,KAAK,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,QAAQ,CAAC,MAAM,EAAE,CAAC,EAAE,EAAE,CAAC;gBACzC,MAAM,IAAI,GAAG,GAAG,CAAC,SAAS,CAAC,CAAC,CAAC,GAAG,IAAI,CAAC,CAAC,CAAC,CAAC;gBACxC,QAAQ,CAAC,CAAC,CAAC,IAAI,IAAI,GAAG,IAAI,CAAC;YAC7B,CAAC;QACH,CAAC;QACD,KAAK,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,QAAQ,CAAC,MAAM,EAAE,CAAC,EAAE,EAAE,CAAC;YACzC,QAAQ,CAAC,CAAC,CAAC,IAAI,IAAI,CAAC,OAAO,CAAC,MAAM,CAAC;QACrC,CAAC;QAED,IAAI,CAAC,oBAAoB,GAAG,EAAE,IAAI,EAAE,QAAQ,EAAE,CAAC;IACjD,CAAC;IAED;;OAEG;IACH,MAAM;QACJ,MAAM,SAAS,GAAmE,EAAE,CAAC;QAErF,iDAAiD;QACjD,MAAM,UAAU,GAAG,IAAI,CAAC,mBAAmB,EAAE,CAAC;QAC9C,IAAI,UAAU,GAAG,wBAAgB,CAAC,uBAAuB,EAAE,CAAC;YAC1D,SAAS,CAAC,IAAI,CAAC;gBACb,IAAI,EAAE,oBAAoB;gBAC1B,QAAQ,EAAE,UAAU;gBACpB,WAAW,EAAE,gEAAgE;aAC9E,CAAC,CAAC;QACL,CAAC;QAED,mDAAmD;QACnD,MAAM,cAAc,GAAG,IAAI,CAAC,uBAAuB,EAAE,CAAC;QACtD,IAAI,cAAc,GAAG,wBAAgB,CAAC,2BAA2B,EAAE,CAAC;YAClE,SAAS,CAAC,IAAI,CAAC;gBACb,IAAI,EAAE,aAAa;gBACnB,QAAQ,EAAE,CAAC,GAAG,cAAc;gBAC5B,WAAW,EAAE,yDAAyD;aACvE,CAAC,CAAC;QACL,CAAC;QAED,8DAA8D;QAC9D,MAAM,cAAc,GAAG,IAAI,CAAC,uBAAuB,EAAE,CAAC;QACtD,IAAI,cAAc,GAAG,wBAAgB,CAAC,2BAA2B,EAAE,CAAC;YAClE,SAAS,CAAC,IAAI,CAAC;gBACb,IAAI,EAAE,cAAc;gBACpB,QAAQ,EAAE,CAAC,GAAG,cAAc;gBAC5B,WAAW,EAAE,wDAAwD;aACtE,CAAC,CAAC;QACL,CAAC;QAED,gBAAgB;QAChB,MAAM,YAAY,GAAG,CACnB,CAAC,CAAC,GAAG,UAAU,CAAC,GAAG,GAAG;YACtB,cAAc,GAAG,GAAG;YACpB,cAAc,GAAG,GAAG,CACrB,CAAC;QAEF,OAAO;YACL,SAAS,EAAE,IAAI,CAAC,GAAG,EAAE;YACrB,YAAY;YACZ,UAAU;YACV,cAAc;YACd,cAAc;YACd,SAAS;SACV,CAAC;IACJ,CAAC;IAEO,mBAAmB;QACzB,IAAI,CAAC,IAAI,CAAC,oBAAoB,IAAI,IAAI,CAAC,OAAO,CAAC,MAAM,GAAG,wBAAgB,CAAC,wBAAwB;YAAE,OAAO,CAAC,CAAC;QAE5G,MAAM,MAAM,GAAG,IAAI,CAAC,OAAO,CAAC,KAAK,CAAC,CAAC,wBAAgB,CAAC,wBAAwB,CAAC,CAAC;QAC9E,MAAM,UAAU,GAAG,IAAI,YAAY,CAAC,IAAI,CAAC,MAAM,CAAC,SAAS,CAAC,CAAC;QAE3D,KAAK,MAAM,GAAG,IAAI,MAAM,EAAE,CAAC;YACzB,KAAK,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,UAAU,CAAC,MAAM,EAAE,CAAC,EAAE,EAAE,CAAC;gBAC3C,UAAU,CAAC,CAAC,CAAC,IAAI,GAAG,CAAC,SAAS,CAAC,CAAC,CAAC,CAAC;YACpC,CAAC;QACH,CAAC;QACD,KAAK,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,UAAU,CAAC,MAAM,EAAE,CAAC,EAAE,EAAE,CAAC;YAC3C,UAAU,CAAC,CAAC,CAAC,IAAI,MAAM,CAAC,MAAM,CAAC;QACjC,CAAC;QAED,mCAAmC;QACnC,IAAI,QAAQ,GAAG,CAAC,CAAC;QACjB,KAAK,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,UAAU,CAAC,MAAM,EAAE,CAAC,EAAE,EAAE,CAAC;YAC3C,MAAM,IAAI,GAAG,UAAU,CAAC,CAAC,CAAC,GAAG,IAAI,CAAC,oBAAoB,CAAC,IAAI,CAAC,CAAC,CAAC,CAAC;YAC/D,QAAQ,IAAI,IAAI,GAAG,IAAI,CAAC;QAC1B,CAAC;QAED,OAAO,IAAI,CAAC,GAAG,CAAC,CAAC,EAAE,IAAI,CAAC,IAAI,CAAC,QAAQ,CAAC,CAAC,CAAC;IAC1C,CAAC;IAEO,uBAAuB;QAC7B,IAAI,IAAI,CAAC,OAAO,CAAC,MAAM,GAAG,wBAAgB,CAAC,qBAAqB;YAAE,OAAO,GAAG,CAAC;QAE7E,MAAM,MAAM,GAAG,IAAI,CAAC,OAAO,CAAC,KAAK,CAAC,CAAC,wBAAgB,CAAC,qBAAqB,CAAC,CAAC;QAC3E,IAAI,aAAa,GAAG,CAAC,CAAC;QAEtB,+BAA+B;QAC/B,KAAK,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,MAAM,CAAC,MAAM,EAAE,CAAC,EAAE,EAAE,CAAC;YACvC,IAAI,QAAQ,GAAG,CAAC,CAAC;YACjB,KAAK,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,MAAM,CAAC,CAAC,CAAC,CAAC,SAAS,CAAC,MAAM,EAAE,CAAC,EAAE,EAAE,CAAC;gBACpD,MAAM,IAAI,GAAG,MAAM,CAAC,CAAC,CAAC,CAAC,SAAS,CAAC,CAAC,CAAC,GAAG,MAAM,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,SAAS,CAAC,CAAC,CAAC,CAAC;gBACjE,QAAQ,IAAI,IAAI,GAAG,IAAI,CAAC;YAC1B,CAAC;YACD,aAAa,IAAI,IAAI,CAAC,IAAI,CAAC,QAAQ,CAAC,CAAC;QACvC,CAAC;QAED,MAAM,WAAW,GAAG,aAAa,GAAG,CAAC,MAAM,CAAC,MAAM,GAAG,CAAC,CAAC,CAAC;QACxD,OAAO,IAAI,CAAC,GAAG,CAAC,CAAC,EAAE,CAAC,GAAG,WAAW,GAAG,CAAC,CAAC,CAAC;IAC1C,CAAC;IAEO,uBAAuB;QAC7B,wCAAwC;QACxC,MAAM,QAAQ,GAAgC,IAAI,GAAG,EAAE,CAAC;QACxD,KAAK,MAAM,GAAG,IAAI,IAAI,CAAC,OAAO,CAAC,KAAK,CAAC,CAAC,wBAAgB,CAAC,qBAAqB,CAAC,EAAE,CAAC;YAC9E,IAAI,CAAC,QAAQ,CAAC,GAAG,CAAC,GAAG,CAAC,MAAM,CAAC,EAAE,CAAC;gBAC9B,QAAQ,CAAC,GAAG,CAAC,GAAG,CAAC,MAAM,EAAE,EAAE,CAAC,CAAC;YAC/B,CAAC;YACD,QAAQ,CAAC,GAAG,CAAC,GAAG,CAAC,MAAM,CAAE,CAAC,IAAI,CAAC,GAAG,CAAC,SAAS,CAAC,CAAC;QAChD,CAAC;QAED,IAAI,QAAQ,CAAC,IAAI,GAAG,CAAC;YAAE,OAAO,GAAG,CAAC;QAElC,IAAI,gBAAgB,GAAG,CAAC,CAAC;QACzB,IAAI,KAAK,GAAG,CAAC,CAAC;QAEd,KAAK,MAAM,UAAU,IAAI,QAAQ,CAAC,MAAM,EAAE,EAAE,CAAC;YAC3C,IAAI,UAAU,CAAC,MAAM,GAAG,CAAC;gBAAE,SAAS;YAEpC,sDAAsD;YACtD,KAAK,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,UAAU,CAAC,MAAM,EAAE,CAAC,EAAE,EAAE,CAAC;gBAC3C,KAAK,IAAI,CAAC,GAAG,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,UAAU,CAAC,MAAM,EAAE,CAAC,EAAE,EAAE,CAAC;oBAC/C,gBAAgB,IAAI,IAAI,CAAC,gBAAgB,CAAC,UAAU,CAAC,CAAC,CAAC,EAAE,UAAU,CAAC,CAAC,CAAC,CAAC,CAAC;oBACxE,KAAK,EAAE,CAAC;gBACV,CAAC;YACH,CAAC;QACH,CAAC;QAED,OAAO,KAAK,GAAG,CAAC,CAAC,CAAC,CAAC,gBAAgB,GAAG,KAAK,CAAC,CAAC,CAAC,GAAG,CAAC;IACpD,CAAC;IAEO,gBAAgB,CAAC,CAAe,EAAE,CAAe;QACvD,IAAI,GAAG,GAAG,CAAC,EAAE,KAAK,GAAG,CAAC,EAAE,KAAK,GAAG,CAAC,CAAC;QAClC,KAAK,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,CAAC,CAAC,MAAM,EAAE,CAAC,EAAE,EAAE,CAAC;YAClC,GAAG,IAAI,CAAC,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,CAAC,CAAC;YACnB,KAAK,IAAI,CAAC,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,CAAC,CAAC;YACrB,KAAK,IAAI,CAAC,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,CAAC,CAAC;QACvB,CAAC;QACD,OAAO,GAAG,GAAG,CAAC,IAAI,CAAC,IAAI,CAAC,KAAK,GAAG,KAAK,CAAC,GAAG,IAAI,CAAC,CAAC;IACjD,CAAC;CACF;AArND,4CAqNC;AAED,+EAA+E;AAC/E,iDAAiD;AACjD,+EAA+E;AAE/E;;;GAGG;AACH,MAAa,eAAe;IAW1B,YAAY,SAAuB,EAAE;QACnC,IAAI,CAAC,MAAM,GAAG,MAAM,CAAC,MAAM,IAAI,qBAAa,CAAC;QAE7C,IAAI,CAAC,MAAM,GAAG;YACZ,SAAS,EAAE,MAAM,CAAC,SAAS,IAAI,wBAAgB,CAAC,iBAAiB;YACjE,cAAc,EAAE,MAAM,CAAC,cAAc,IAAI,wBAAgB,CAAC,uBAAuB;YACjF,aAAa,EAAE,MAAM,CAAC,aAAa,IAAI,wBAAgB,CAAC,uBAAuB;YAC/E,eAAe,EAAE,MAAM,CAAC,eAAe,IAAI,wBAAgB,CAAC,yBAAyB;YACrF,qBAAqB,EAAE,MAAM,CAAC,qBAAqB,IAAI,wBAAgB,CAAC,8BAA8B;YACtG,iBAAiB,EAAE,MAAM,CAAC,iBAAiB,IAAI,wBAAgB,CAAC,0BAA0B;YAC1F,eAAe,EAAE,MAAM,CAAC,eAAe,IAAI,wBAAgB,CAAC,yBAAyB;YACrF,MAAM,EAAE,IAAI,CAAC,MAAM;SACpB,CAAC;QAEF,IAAI,CAAC,aAAa,GAAG,IAAI,CAAC,MAAM,CAAC,eAAe,CAAC;QAEjD,oCAAoC;QACpC,IAAI,CAAC,KAAK,GAAG,IAAI,qBAAqB,CAAC,IAAI,CAAC,MAAM,CAAC,CAAC;QACpD,IAAI,CAAC,MAAM,GAAG,IAAI,aAAa,CAAC,IAAI,CAAC,MAAM,CAAC,CAAC;QAC7C,IAAI,CAAC,KAAK,GAAG,IAAI,qBAAqB,CAAC,IAAI,CAAC,MAAM,CAAC,CAAC;QACpD,IAAI,CAAC,KAAK,GAAG,IAAI,gBAAgB,CAAC,IAAI,CAAC,MAAM,CAAC,CAAC;QAC/C,IAAI,CAAC,SAAS,GAAG,IAAI,gBAAgB,CAAC,IAAI,CAAC,MAAM,CAAC,CAAC;QAEnD,2BAA2B;QAC3B,IAAI,CAAC,KAAK,CAAC,cAAc,CAAC,sBAAsB,EAAE,CAAC,KAAK,EAAE,EAAE;YAC1D,IAAI,KAAK,CAAC,QAAQ,KAAK,UAAU,EAAE,CAAC;gBAClC,uCAAuC;gBACvC,IAAI,CAAC,MAAM,CAAC,WAAW,EAAE,CAAC;YAC5B,CAAC;QACH,CAAC,CAAC,CAAC;QAEH,IAAI,CAAC,KAAK,CAAC,cAAc,CAAC,iBAAiB,EAAE,CAAC,KAAK,EAAE,EAAE;YACrD,IAAI,KAAK,CAAC,QAAQ,KAAK,QAAQ,EAAE,CAAC;gBAChC,2CAA2C;gBAC3C,MAAM,MAAM,GAAG,IAAI,CAAC,SAAS,CAAC,MAAM,EAAE,CAAC;gBACvC,IAAI,MAAM,CAAC,YAAY,GAAG,wBAAgB,CAAC,2BAA2B,EAAE,CAAC;oBACvE,IAAI,CAAC,MAAM,CAAC,GAAG,CAAC,MAAM,EAAE,oCAAoC,EAAE;wBAC5D,YAAY,EAAE,MAAM,CAAC,YAAY;wBACjC,UAAU,EAAE,MAAM,CAAC,UAAU;wBAC7B,cAAc,EAAE,MAAM,CAAC,cAAc;wBACrC,cAAc,EAAE,MAAM,CAAC,cAAc;wBACrC,YAAY,EAAE,MAAM,CAAC,SAAS,CAAC,MAAM;qBACtC,CAAC,CAAC;gBACL,CAAC;YACH,CAAC;QACH,CAAC,CAAC,CAAC;IACL,CAAC;IAED;;OAEG;IACH,OAAO,CACL,SAAkC,EAClC,UAKI,EAAE;QAMN,MAAM,GAAG,GAAG,SAAS,YAAY,YAAY;YAC3C,CAAC,CAAC,SAAS;YACX,CAAC,CAAC,IAAI,YAAY,CAAC,SAAS,CAAC,CAAC;QAEhC,uBAAuB;QACvB,MAAM,UAAU,GAAG,IAAI,CAAC,KAAK,CAAC,OAAO,CAAC,GAAG,EAAE,OAAO,CAAC,MAAM,CAAC,CAAC;QAE3D,0CAA0C;QAC1C,IAAI,WAAW,GAA6B,IAAI,CAAC;QACjD,IAAI,OAAO,CAAC,QAAQ,IAAI,OAAO,CAAC,OAAO,EAAE,CAAC;YACxC,WAAW,GAAG,IAAI,CAAC,MAAM,CAAC,MAAM,CAAC,OAAO,CAAC,QAAQ,EAAE,GAAG,EAAE,OAAO,CAAC,OAAO,CAAC,CAAC;QAC3E,CAAC;QAED,uCAAuC;QACvC,IAAI,UAAU,GAAsB,IAAI,CAAC;QACzC,IAAI,OAAO,CAAC,OAAO,EAAE,CAAC;YACpB,UAAU,GAAG,IAAI,CAAC,KAAK,CAAC,WAAW,CAAC,OAAO,CAAC,OAAO,EAAE,GAAG,CAAC,CAAC;YAC1D,IAAI,CAAC,KAAK,CAAC,QAAQ,CAAC,OAAO,CAAC,OAAO,EAAE,GAAG,CAAC,CAAC;QAC5C,CAAC;QAED,qCAAqC;QACrC,IAAI,CAAC,SAAS,CAAC,OAAO,CAAC,GAAG,EAAE,OAAO,CAAC,MAAM,CAAC,CAAC;QAE5C,OAAO,EAAE,KAAK,EAAE,UAAU,EAAE,MAAM,EAAE,WAAW,EAAE,KAAK,EAAE,UAAU,EAAE,CAAC;IACvE,CAAC;IAED;;OAEG;IACH,KAAK,CAAC,SAAkC,EAAE,IAAY,CAAC;QAKrD,MAAM,GAAG,GAAG,SAAS,YAAY,YAAY;YAC3C,CAAC,CAAC,SAAS;YACX,CAAC,CAAC,IAAI,YAAY,CAAC,SAAS,CAAC,CAAC;QAEhC,OAAO;YACL,QAAQ,EAAE,IAAI,CAAC,MAAM,CAAC,MAAM,CAAC,GAAG,EAAE,CAAC,CAAC;YACpC,aAAa,EAAE,EAAE,EAAE,2BAA2B;YAC9C,SAAS,EAAE,IAAI,CAAC,SAAS,CAAC,MAAM,EAAE;SACnC,CAAC;IACJ,CAAC;IAED;;OAEG;IACH,MAAM;QAMJ,OAAO;YACL,UAAU,EAAE,IAAI,CAAC,KAAK,CAAC,QAAQ,EAAE;YACjC,WAAW,EAAE,IAAI,CAAC,MAAM,CAAC,QAAQ,EAAE;YACnC,cAAc,EAAE,IAAI,CAAC,KAAK,CAAC,YAAY,EAAE;YACzC,eAAe,EAAE,IAAI,CAAC,SAAS,CAAC,MAAM,EAAE;SACzC,CAAC;IACJ,CAAC;IAED;;OAEG;IACH,WAAW;QACT,OAAO,IAAI,CAAC,MAAM,CAAC,WAAW,EAAE,CAAC;IACnC,CAAC;IAED;;OAEG;IACH,SAAS;QACP,IAAI,CAAC,SAAS,CAAC,SAAS,EAAE,CAAC;IAC7B,CAAC;CACF;AAtJD,0CAsJC;AAED,+EAA+E;AAC/E,UAAU;AACV,+EAA+E;AAE/E,kBAAe,eAAe,CAAC"} \ No newline at end of file diff --git a/npm/packages/ruvector/src/core/neural-perf.d.ts b/npm/packages/ruvector/src/core/neural-perf.d.ts deleted file mode 100644 index a6238a28af..0000000000 --- a/npm/packages/ruvector/src/core/neural-perf.d.ts +++ /dev/null @@ -1,331 +0,0 @@ -/** - * Neural Performance Optimizations - * - * High-performance utilities for neural embedding operations: - * - O(1) LRU Cache with doubly-linked list + hash map - * - Parallel batch processing - * - Pre-allocated Float32Array buffer pools - * - Tensor buffer reuse - * - 8x loop unrolling for vector operations - */ -export declare const PERF_CONSTANTS: { - readonly DEFAULT_CACHE_SIZE: 1000; - readonly DEFAULT_BUFFER_POOL_SIZE: 64; - readonly DEFAULT_BATCH_SIZE: 32; - readonly MIN_PARALLEL_BATCH_SIZE: 8; - readonly UNROLL_THRESHOLD: 32; -}; -/** - * High-performance LRU Cache with O(1) get, set, and eviction. - * Uses doubly-linked list for ordering + hash map for O(1) lookup. - */ -export declare class LRUCache { - private capacity; - private map; - private head; - private tail; - private hits; - private misses; - constructor(capacity?: number); - /** - * Get value from cache - O(1) - */ - get(key: K): V | undefined; - /** - * Set value in cache - O(1) - */ - set(key: K, value: V): void; - /** - * Check if key exists - O(1) - */ - has(key: K): boolean; - /** - * Delete key from cache - O(1) - */ - delete(key: K): boolean; - /** - * Clear entire cache - O(1) - */ - clear(): void; - /** - * Get cache size - */ - get size(): number; - /** - * Get cache statistics - */ - getStats(): { - size: number; - capacity: number; - hits: number; - misses: number; - hitRate: number; - }; - /** - * Reset statistics - */ - resetStats(): void; - private moveToHead; - private addToHead; - private removeNode; - private evictLRU; - /** - * Iterate over entries (most recent first) - */ - entries(): Generator<[K, V]>; -} -/** - * High-performance buffer pool for Float32Arrays. - * Eliminates GC pressure by reusing pre-allocated buffers. - */ -export declare class Float32BufferPool { - private pools; - private maxPoolSize; - private allocations; - private reuses; - constructor(maxPoolSize?: number); - /** - * Acquire a buffer of specified size - O(1) amortized - */ - acquire(size: number): Float32Array; - /** - * Release a buffer back to the pool - O(1) - */ - release(buffer: Float32Array): void; - /** - * Pre-warm the pool with buffers of specific sizes - */ - prewarm(sizes: number[], count?: number): void; - /** - * Clear all pools - */ - clear(): void; - /** - * Get pool statistics - */ - getStats(): { - allocations: number; - reuses: number; - reuseRate: number; - pooledBuffers: number; - }; -} -/** - * Manages reusable tensor buffers for intermediate computations. - * Reduces allocations in hot paths. - */ -export declare class TensorBufferManager { - private bufferPool; - private workingBuffers; - constructor(pool?: Float32BufferPool); - /** - * Get or create a named working buffer - */ - getWorking(name: string, size: number): Float32Array; - /** - * Get a temporary buffer (caller must release) - */ - getTemp(size: number): Float32Array; - /** - * Release a temporary buffer - */ - releaseTemp(buffer: Float32Array): void; - /** - * Release all working buffers - */ - releaseAll(): void; - /** - * Get underlying pool for stats - */ - getPool(): Float32BufferPool; -} -/** - * High-performance vector operations with 8x loop unrolling. - * Provides 15-30% speedup on large vectors. - */ -export declare const VectorOps: { - /** - * Dot product with 8x unrolling - */ - dot(a: Float32Array, b: Float32Array): number; - /** - * Squared L2 norm with 8x unrolling - */ - normSq(a: Float32Array): number; - /** - * L2 norm - */ - norm(a: Float32Array): number; - /** - * Cosine similarity - optimized for V8 JIT - * Uses 4x unrolling which benchmarks faster than 8x due to register pressure - */ - cosine(a: Float32Array, b: Float32Array): number; - /** - * Euclidean distance squared with 8x unrolling - */ - distanceSq(a: Float32Array, b: Float32Array): number; - /** - * Euclidean distance - */ - distance(a: Float32Array, b: Float32Array): number; - /** - * Add vectors: out = a + b (with 8x unrolling) - */ - add(a: Float32Array, b: Float32Array, out: Float32Array): Float32Array; - /** - * Subtract vectors: out = a - b (with 8x unrolling) - */ - sub(a: Float32Array, b: Float32Array, out: Float32Array): Float32Array; - /** - * Scale vector: out = a * scalar (with 8x unrolling) - */ - scale(a: Float32Array, scalar: number, out: Float32Array): Float32Array; - /** - * Normalize vector in-place - */ - normalize(a: Float32Array): Float32Array; - /** - * Mean of multiple vectors (with buffer reuse) - */ - mean(vectors: Float32Array[], out: Float32Array): Float32Array; -}; -export interface BatchResult { - results: T[]; - timing: { - totalMs: number; - perItemMs: number; - }; -} -/** - * Parallel batch processor for embedding operations. - * Uses chunking and Promise.all for concurrent processing. - */ -export declare class ParallelBatchProcessor { - private batchSize; - private maxConcurrency; - constructor(options?: { - batchSize?: number; - maxConcurrency?: number; - }); - /** - * Process items in parallel batches - */ - processBatch(items: T[], processor: (item: T, index: number) => Promise | R): Promise>; - /** - * Process with synchronous function (uses chunking for better cache locality) - */ - processSync(items: T[], processor: (item: T, index: number) => R): BatchResult; - /** - * Batch similarity search (optimized for many queries) - */ - batchSimilarity(queries: Float32Array[], corpus: Float32Array[], k?: number): Array>; - private chunkArray; -} -export interface CachedMemoryEntry { - id: string; - embedding: Float32Array; - content: string; - score: number; -} -/** - * High-performance memory store with O(1) LRU caching. - */ -export declare class OptimizedMemoryStore { - private cache; - private bufferPool; - private dimension; - constructor(options?: { - cacheSize?: number; - dimension?: number; - }); - /** - * Store embedding - O(1) - */ - store(id: string, embedding: Float32Array | number[], content: string): void; - /** - * Get by ID - O(1) - */ - get(id: string): CachedMemoryEntry | undefined; - /** - * Search by similarity - O(n) but with optimized vector ops - */ - search(query: Float32Array, k?: number): CachedMemoryEntry[]; - /** - * Delete entry - O(1) - */ - delete(id: string): boolean; - /** - * Get statistics - */ - getStats(): { - cache: ReturnType['getStats']>; - buffers: ReturnType; - }; -} -declare const _default: { - LRUCache: typeof LRUCache; - Float32BufferPool: typeof Float32BufferPool; - TensorBufferManager: typeof TensorBufferManager; - VectorOps: { - /** - * Dot product with 8x unrolling - */ - dot(a: Float32Array, b: Float32Array): number; - /** - * Squared L2 norm with 8x unrolling - */ - normSq(a: Float32Array): number; - /** - * L2 norm - */ - norm(a: Float32Array): number; - /** - * Cosine similarity - optimized for V8 JIT - * Uses 4x unrolling which benchmarks faster than 8x due to register pressure - */ - cosine(a: Float32Array, b: Float32Array): number; - /** - * Euclidean distance squared with 8x unrolling - */ - distanceSq(a: Float32Array, b: Float32Array): number; - /** - * Euclidean distance - */ - distance(a: Float32Array, b: Float32Array): number; - /** - * Add vectors: out = a + b (with 8x unrolling) - */ - add(a: Float32Array, b: Float32Array, out: Float32Array): Float32Array; - /** - * Subtract vectors: out = a - b (with 8x unrolling) - */ - sub(a: Float32Array, b: Float32Array, out: Float32Array): Float32Array; - /** - * Scale vector: out = a * scalar (with 8x unrolling) - */ - scale(a: Float32Array, scalar: number, out: Float32Array): Float32Array; - /** - * Normalize vector in-place - */ - normalize(a: Float32Array): Float32Array; - /** - * Mean of multiple vectors (with buffer reuse) - */ - mean(vectors: Float32Array[], out: Float32Array): Float32Array; - }; - ParallelBatchProcessor: typeof ParallelBatchProcessor; - OptimizedMemoryStore: typeof OptimizedMemoryStore; - PERF_CONSTANTS: { - readonly DEFAULT_CACHE_SIZE: 1000; - readonly DEFAULT_BUFFER_POOL_SIZE: 64; - readonly DEFAULT_BATCH_SIZE: 32; - readonly MIN_PARALLEL_BATCH_SIZE: 8; - readonly UNROLL_THRESHOLD: 32; - }; -}; -export default _default; -//# sourceMappingURL=neural-perf.d.ts.map \ No newline at end of file diff --git a/npm/packages/ruvector/src/core/neural-perf.d.ts.map b/npm/packages/ruvector/src/core/neural-perf.d.ts.map deleted file mode 100644 index 32d3ca1aef..0000000000 --- a/npm/packages/ruvector/src/core/neural-perf.d.ts.map +++ /dev/null @@ -1 +0,0 @@ -{"version":3,"file":"neural-perf.d.ts","sourceRoot":"","sources":["neural-perf.ts"],"names":[],"mappings":"AAAA;;;;;;;;;GASG;AAMH,eAAO,MAAM,cAAc;;;;;;CAMjB,CAAC;AAaX;;;GAGG;AACH,qBAAa,QAAQ,CAAC,CAAC,EAAE,CAAC;IACxB,OAAO,CAAC,QAAQ,CAAS;IACzB,OAAO,CAAC,GAAG,CAAoC;IAC/C,OAAO,CAAC,IAAI,CAA8B;IAC1C,OAAO,CAAC,IAAI,CAA8B;IAG1C,OAAO,CAAC,IAAI,CAAa;IACzB,OAAO,CAAC,MAAM,CAAa;gBAEf,QAAQ,GAAE,MAA0C;IAKhE;;OAEG;IACH,GAAG,CAAC,GAAG,EAAE,CAAC,GAAG,CAAC,GAAG,SAAS;IAa1B;;OAEG;IACH,GAAG,CAAC,GAAG,EAAE,CAAC,EAAE,KAAK,EAAE,CAAC,GAAG,IAAI;IAuB3B;;OAEG;IACH,GAAG,CAAC,GAAG,EAAE,CAAC,GAAG,OAAO;IAIpB;;OAEG;IACH,MAAM,CAAC,GAAG,EAAE,CAAC,GAAG,OAAO;IASvB;;OAEG;IACH,KAAK,IAAI,IAAI;IAMb;;OAEG;IACH,IAAI,IAAI,IAAI,MAAM,CAEjB;IAED;;OAEG;IACH,QAAQ,IAAI;QAAE,IAAI,EAAE,MAAM,CAAC;QAAC,QAAQ,EAAE,MAAM,CAAC;QAAC,IAAI,EAAE,MAAM,CAAC;QAAC,MAAM,EAAE,MAAM,CAAC;QAAC,OAAO,EAAE,MAAM,CAAA;KAAE;IAW7F;;OAEG;IACH,UAAU,IAAI,IAAI;IAMlB,OAAO,CAAC,UAAU;IAOlB,OAAO,CAAC,SAAS;IAejB,OAAO,CAAC,UAAU;IAelB,OAAO,CAAC,QAAQ;IAMhB;;OAEG;IACF,OAAO,IAAI,SAAS,CAAC,CAAC,CAAC,EAAE,CAAC,CAAC,CAAC;CAO9B;AAMD;;;GAGG;AACH,qBAAa,iBAAiB;IAC5B,OAAO,CAAC,KAAK,CAA0C;IACvD,OAAO,CAAC,WAAW,CAAS;IAG5B,OAAO,CAAC,WAAW,CAAa;IAChC,OAAO,CAAC,MAAM,CAAa;gBAEf,WAAW,GAAE,MAAgD;IAIzE;;OAEG;IACH,OAAO,CAAC,IAAI,EAAE,MAAM,GAAG,YAAY;IAYnC;;OAEG;IACH,OAAO,CAAC,MAAM,EAAE,YAAY,GAAG,IAAI;IAiBnC;;OAEG;IACH,OAAO,CAAC,KAAK,EAAE,MAAM,EAAE,EAAE,KAAK,GAAE,MAAU,GAAG,IAAI;IAcjD;;OAEG;IACH,KAAK,IAAI,IAAI;IAIb;;OAEG;IACH,QAAQ,IAAI;QAAE,WAAW,EAAE,MAAM,CAAC;QAAC,MAAM,EAAE,MAAM,CAAC;QAAC,SAAS,EAAE,MAAM,CAAC;QAAC,aAAa,EAAE,MAAM,CAAA;KAAE;CAc9F;AAMD;;;GAGG;AACH,qBAAa,mBAAmB;IAC9B,OAAO,CAAC,UAAU,CAAoB;IACtC,OAAO,CAAC,cAAc,CAAwC;gBAElD,IAAI,CAAC,EAAE,iBAAiB;IAIpC;;OAEG;IACH,UAAU,CAAC,IAAI,EAAE,MAAM,EAAE,IAAI,EAAE,MAAM,GAAG,YAAY;IAiBpD;;OAEG;IACH,OAAO,CAAC,IAAI,EAAE,MAAM,GAAG,YAAY;IAInC;;OAEG;IACH,WAAW,CAAC,MAAM,EAAE,YAAY,GAAG,IAAI;IAIvC;;OAEG;IACH,UAAU,IAAI,IAAI;IAOlB;;OAEG;IACH,OAAO,IAAI,iBAAiB;CAG7B;AAMD;;;GAGG;AACH,eAAO,MAAM,SAAS;IACpB;;OAEG;WACI,YAAY,KAAK,YAAY,GAAG,MAAM;IA2B7C;;OAEG;cACO,YAAY,GAAG,MAAM;IAyB/B;;OAEG;YACK,YAAY,GAAG,MAAM;IAI7B;;;OAGG;cACO,YAAY,KAAK,YAAY,GAAG,MAAM;IA2BhD;;OAEG;kBACW,YAAY,KAAK,YAAY,GAAG,MAAM;IA6BpD;;OAEG;gBACS,YAAY,KAAK,YAAY,GAAG,MAAM;IAIlD;;OAEG;WACI,YAAY,KAAK,YAAY,OAAO,YAAY,GAAG,YAAY;IAuBtE;;OAEG;WACI,YAAY,KAAK,YAAY,OAAO,YAAY,GAAG,YAAY;IAuBtE;;OAEG;aACM,YAAY,UAAU,MAAM,OAAO,YAAY,GAAG,YAAY;IAuBvE;;OAEG;iBACU,YAAY,GAAG,YAAY;IAQxC;;OAEG;kBACW,YAAY,EAAE,OAAO,YAAY,GAAG,YAAY;CAoB/D,CAAC;AAMF,MAAM,WAAW,WAAW,CAAC,CAAC;IAC5B,OAAO,EAAE,CAAC,EAAE,CAAC;IACb,MAAM,EAAE;QACN,OAAO,EAAE,MAAM,CAAC;QAChB,SAAS,EAAE,MAAM,CAAC;KACnB,CAAC;CACH;AAED;;;GAGG;AACH,qBAAa,sBAAsB;IACjC,OAAO,CAAC,SAAS,CAAS;IAC1B,OAAO,CAAC,cAAc,CAAS;gBAEnB,OAAO,GAAE;QAAE,SAAS,CAAC,EAAE,MAAM,CAAC;QAAC,cAAc,CAAC,EAAE,MAAM,CAAA;KAAO;IAKzE;;OAEG;IACG,YAAY,CAAC,CAAC,EAAE,CAAC,EACrB,KAAK,EAAE,CAAC,EAAE,EACV,SAAS,EAAE,CAAC,IAAI,EAAE,CAAC,EAAE,KAAK,EAAE,MAAM,KAAK,OAAO,CAAC,CAAC,CAAC,GAAG,CAAC,GACpD,OAAO,CAAC,WAAW,CAAC,CAAC,CAAC,CAAC;IAgC1B;;OAEG;IACH,WAAW,CAAC,CAAC,EAAE,CAAC,EACd,KAAK,EAAE,CAAC,EAAE,EACV,SAAS,EAAE,CAAC,IAAI,EAAE,CAAC,EAAE,KAAK,EAAE,MAAM,KAAK,CAAC,GACvC,WAAW,CAAC,CAAC,CAAC;IAsBjB;;OAEG;IACH,eAAe,CACb,OAAO,EAAE,YAAY,EAAE,EACvB,MAAM,EAAE,YAAY,EAAE,EACtB,CAAC,GAAE,MAAU,GACZ,KAAK,CAAC,KAAK,CAAC;QAAE,KAAK,EAAE,MAAM,CAAC;QAAC,KAAK,EAAE,MAAM,CAAA;KAAE,CAAC,CAAC;IAqBjD,OAAO,CAAC,UAAU;CAOnB;AAMD,MAAM,WAAW,iBAAiB;IAChC,EAAE,EAAE,MAAM,CAAC;IACX,SAAS,EAAE,YAAY,CAAC;IACxB,OAAO,EAAE,MAAM,CAAC;IAChB,KAAK,EAAE,MAAM,CAAC;CACf;AAED;;GAEG;AACH,qBAAa,oBAAoB;IAC/B,OAAO,CAAC,KAAK,CAAsC;IACnD,OAAO,CAAC,UAAU,CAAoB;IACtC,OAAO,CAAC,SAAS,CAAS;gBAEd,OAAO,GAAE;QACnB,SAAS,CAAC,EAAE,MAAM,CAAC;QACnB,SAAS,CAAC,EAAE,MAAM,CAAC;KACf;IASN;;OAEG;IACH,KAAK,CAAC,EAAE,EAAE,MAAM,EAAE,SAAS,EAAE,YAAY,GAAG,MAAM,EAAE,EAAE,OAAO,EAAE,MAAM,GAAG,IAAI;IAgB5E;;OAEG;IACH,GAAG,CAAC,EAAE,EAAE,MAAM,GAAG,iBAAiB,GAAG,SAAS;IAI9C;;OAEG;IACH,MAAM,CAAC,KAAK,EAAE,YAAY,EAAE,CAAC,GAAE,MAAU,GAAG,iBAAiB,EAAE;IAY/D;;OAEG;IACH,MAAM,CAAC,EAAE,EAAE,MAAM,GAAG,OAAO;IAQ3B;;OAEG;IACH,QAAQ,IAAI;QACV,KAAK,EAAE,UAAU,CAAC,QAAQ,CAAC,MAAM,EAAE,iBAAiB,CAAC,CAAC,UAAU,CAAC,CAAC,CAAC;QACnE,OAAO,EAAE,UAAU,CAAC,iBAAiB,CAAC,UAAU,CAAC,CAAC,CAAC;KACpD;CAMF;;;;;;QAxdC;;WAEG;eACI,YAAY,KAAK,YAAY,GAAG,MAAM;QA2B7C;;WAEG;kBACO,YAAY,GAAG,MAAM;QAyB/B;;WAEG;gBACK,YAAY,GAAG,MAAM;QAI7B;;;WAGG;kBACO,YAAY,KAAK,YAAY,GAAG,MAAM;QA2BhD;;WAEG;sBACW,YAAY,KAAK,YAAY,GAAG,MAAM;QA6BpD;;WAEG;oBACS,YAAY,KAAK,YAAY,GAAG,MAAM;QAIlD;;WAEG;eACI,YAAY,KAAK,YAAY,OAAO,YAAY,GAAG,YAAY;QAuBtE;;WAEG;eACI,YAAY,KAAK,YAAY,OAAO,YAAY,GAAG,YAAY;QAuBtE;;WAEG;iBACM,YAAY,UAAU,MAAM,OAAO,YAAY,GAAG,YAAY;QAuBvE;;WAEG;qBACU,YAAY,GAAG,YAAY;QAQxC;;WAEG;sBACW,YAAY,EAAE,OAAO,YAAY,GAAG,YAAY;;;;;;;;;;;;AA2PhE,wBAQE"} \ No newline at end of file diff --git a/npm/packages/ruvector/src/core/neural-perf.js b/npm/packages/ruvector/src/core/neural-perf.js deleted file mode 100644 index 6550d25411..0000000000 --- a/npm/packages/ruvector/src/core/neural-perf.js +++ /dev/null @@ -1,705 +0,0 @@ -"use strict"; -/** - * Neural Performance Optimizations - * - * High-performance utilities for neural embedding operations: - * - O(1) LRU Cache with doubly-linked list + hash map - * - Parallel batch processing - * - Pre-allocated Float32Array buffer pools - * - Tensor buffer reuse - * - 8x loop unrolling for vector operations - */ -Object.defineProperty(exports, "__esModule", { value: true }); -exports.OptimizedMemoryStore = exports.ParallelBatchProcessor = exports.VectorOps = exports.TensorBufferManager = exports.Float32BufferPool = exports.LRUCache = exports.PERF_CONSTANTS = void 0; -// ============================================================================ -// Constants -// ============================================================================ -exports.PERF_CONSTANTS = { - DEFAULT_CACHE_SIZE: 1000, - DEFAULT_BUFFER_POOL_SIZE: 64, - DEFAULT_BATCH_SIZE: 32, - MIN_PARALLEL_BATCH_SIZE: 8, - UNROLL_THRESHOLD: 32, // Min dimension for loop unrolling -}; -/** - * High-performance LRU Cache with O(1) get, set, and eviction. - * Uses doubly-linked list for ordering + hash map for O(1) lookup. - */ -class LRUCache { - constructor(capacity = exports.PERF_CONSTANTS.DEFAULT_CACHE_SIZE) { - this.map = new Map(); - this.head = null; // Most recently used - this.tail = null; // Least recently used - // Stats - this.hits = 0; - this.misses = 0; - if (capacity < 1) - throw new Error('Cache capacity must be >= 1'); - this.capacity = capacity; - } - /** - * Get value from cache - O(1) - */ - get(key) { - const node = this.map.get(key); - if (!node) { - this.misses++; - return undefined; - } - this.hits++; - // Move to head (most recently used) - this.moveToHead(node); - return node.value; - } - /** - * Set value in cache - O(1) - */ - set(key, value) { - const existing = this.map.get(key); - if (existing) { - // Update existing node - existing.value = value; - this.moveToHead(existing); - return; - } - // Create new node - const node = { key, value, prev: null, next: null }; - // Evict if at capacity - if (this.map.size >= this.capacity) { - this.evictLRU(); - } - // Add to map and list - this.map.set(key, node); - this.addToHead(node); - } - /** - * Check if key exists - O(1) - */ - has(key) { - return this.map.has(key); - } - /** - * Delete key from cache - O(1) - */ - delete(key) { - const node = this.map.get(key); - if (!node) - return false; - this.removeNode(node); - this.map.delete(key); - return true; - } - /** - * Clear entire cache - O(1) - */ - clear() { - this.map.clear(); - this.head = null; - this.tail = null; - } - /** - * Get cache size - */ - get size() { - return this.map.size; - } - /** - * Get cache statistics - */ - getStats() { - const total = this.hits + this.misses; - return { - size: this.map.size, - capacity: this.capacity, - hits: this.hits, - misses: this.misses, - hitRate: total > 0 ? this.hits / total : 0, - }; - } - /** - * Reset statistics - */ - resetStats() { - this.hits = 0; - this.misses = 0; - } - // Internal: Move existing node to head - moveToHead(node) { - if (node === this.head) - return; - this.removeNode(node); - this.addToHead(node); - } - // Internal: Add new node to head - addToHead(node) { - node.prev = null; - node.next = this.head; - if (this.head) { - this.head.prev = node; - } - this.head = node; - if (!this.tail) { - this.tail = node; - } - } - // Internal: Remove node from list - removeNode(node) { - if (node.prev) { - node.prev.next = node.next; - } - else { - this.head = node.next; - } - if (node.next) { - node.next.prev = node.prev; - } - else { - this.tail = node.prev; - } - } - // Internal: Evict least recently used (tail) - evictLRU() { - if (!this.tail) - return; - this.map.delete(this.tail.key); - this.removeNode(this.tail); - } - /** - * Iterate over entries (most recent first) - */ - *entries() { - let current = this.head; - while (current) { - yield [current.key, current.value]; - current = current.next; - } - } -} -exports.LRUCache = LRUCache; -// ============================================================================ -// P1: Pre-allocated Float32Array Buffer Pool -// ============================================================================ -/** - * High-performance buffer pool for Float32Arrays. - * Eliminates GC pressure by reusing pre-allocated buffers. - */ -class Float32BufferPool { - constructor(maxPoolSize = exports.PERF_CONSTANTS.DEFAULT_BUFFER_POOL_SIZE) { - this.pools = new Map(); - // Stats - this.allocations = 0; - this.reuses = 0; - this.maxPoolSize = maxPoolSize; - } - /** - * Acquire a buffer of specified size - O(1) amortized - */ - acquire(size) { - const pool = this.pools.get(size); - if (pool && pool.length > 0) { - this.reuses++; - return pool.pop(); - } - this.allocations++; - return new Float32Array(size); - } - /** - * Release a buffer back to the pool - O(1) - */ - release(buffer) { - const size = buffer.length; - let pool = this.pools.get(size); - if (!pool) { - pool = []; - this.pools.set(size, pool); - } - // Only keep up to maxPoolSize buffers per size - if (pool.length < this.maxPoolSize) { - // Zero out for security - buffer.fill(0); - pool.push(buffer); - } - } - /** - * Pre-warm the pool with buffers of specific sizes - */ - prewarm(sizes, count = 8) { - for (const size of sizes) { - let pool = this.pools.get(size); - if (!pool) { - pool = []; - this.pools.set(size, pool); - } - while (pool.length < count) { - pool.push(new Float32Array(size)); - this.allocations++; - } - } - } - /** - * Clear all pools - */ - clear() { - this.pools.clear(); - } - /** - * Get pool statistics - */ - getStats() { - let pooledBuffers = 0; - for (const pool of this.pools.values()) { - pooledBuffers += pool.length; - } - const total = this.allocations + this.reuses; - return { - allocations: this.allocations, - reuses: this.reuses, - reuseRate: total > 0 ? this.reuses / total : 0, - pooledBuffers, - }; - } -} -exports.Float32BufferPool = Float32BufferPool; -// ============================================================================ -// P1: Tensor Buffer Manager (Reusable Working Memory) -// ============================================================================ -/** - * Manages reusable tensor buffers for intermediate computations. - * Reduces allocations in hot paths. - */ -class TensorBufferManager { - constructor(pool) { - this.workingBuffers = new Map(); - this.bufferPool = pool ?? new Float32BufferPool(); - } - /** - * Get or create a named working buffer - */ - getWorking(name, size) { - const existing = this.workingBuffers.get(name); - if (existing && existing.length === size) { - return existing; - } - // Release old buffer if size changed - if (existing) { - this.bufferPool.release(existing); - } - const buffer = this.bufferPool.acquire(size); - this.workingBuffers.set(name, buffer); - return buffer; - } - /** - * Get a temporary buffer (caller must release) - */ - getTemp(size) { - return this.bufferPool.acquire(size); - } - /** - * Release a temporary buffer - */ - releaseTemp(buffer) { - this.bufferPool.release(buffer); - } - /** - * Release all working buffers - */ - releaseAll() { - for (const buffer of this.workingBuffers.values()) { - this.bufferPool.release(buffer); - } - this.workingBuffers.clear(); - } - /** - * Get underlying pool for stats - */ - getPool() { - return this.bufferPool; - } -} -exports.TensorBufferManager = TensorBufferManager; -// ============================================================================ -// P2: 8x Loop Unrolling Vector Operations -// ============================================================================ -/** - * High-performance vector operations with 8x loop unrolling. - * Provides 15-30% speedup on large vectors. - */ -exports.VectorOps = { - /** - * Dot product with 8x unrolling - */ - dot(a, b) { - const len = a.length; - let sum = 0; - // 8x unrolled loop - const unrolled = len - (len % 8); - let i = 0; - for (; i < unrolled; i += 8) { - sum += a[i] * b[i] - + a[i + 1] * b[i + 1] - + a[i + 2] * b[i + 2] - + a[i + 3] * b[i + 3] - + a[i + 4] * b[i + 4] - + a[i + 5] * b[i + 5] - + a[i + 6] * b[i + 6] - + a[i + 7] * b[i + 7]; - } - // Handle remainder - for (; i < len; i++) { - sum += a[i] * b[i]; - } - return sum; - }, - /** - * Squared L2 norm with 8x unrolling - */ - normSq(a) { - const len = a.length; - let sum = 0; - const unrolled = len - (len % 8); - let i = 0; - for (; i < unrolled; i += 8) { - sum += a[i] * a[i] - + a[i + 1] * a[i + 1] - + a[i + 2] * a[i + 2] - + a[i + 3] * a[i + 3] - + a[i + 4] * a[i + 4] - + a[i + 5] * a[i + 5] - + a[i + 6] * a[i + 6] - + a[i + 7] * a[i + 7]; - } - for (; i < len; i++) { - sum += a[i] * a[i]; - } - return sum; - }, - /** - * L2 norm - */ - norm(a) { - return Math.sqrt(exports.VectorOps.normSq(a)); - }, - /** - * Cosine similarity - optimized for V8 JIT - * Uses 4x unrolling which benchmarks faster than 8x due to register pressure - */ - cosine(a, b) { - const len = a.length; - let dot = 0, normA = 0, normB = 0; - // 4x unroll is optimal for cosine (less register pressure) - const unrolled = len - (len % 4); - let i = 0; - for (; i < unrolled; i += 4) { - const a0 = a[i], a1 = a[i + 1], a2 = a[i + 2], a3 = a[i + 3]; - const b0 = b[i], b1 = b[i + 1], b2 = b[i + 2], b3 = b[i + 3]; - dot += a0 * b0 + a1 * b1 + a2 * b2 + a3 * b3; - normA += a0 * a0 + a1 * a1 + a2 * a2 + a3 * a3; - normB += b0 * b0 + b1 * b1 + b2 * b2 + b3 * b3; - } - for (; i < len; i++) { - dot += a[i] * b[i]; - normA += a[i] * a[i]; - normB += b[i] * b[i]; - } - const denom = Math.sqrt(normA * normB); - return denom > 1e-10 ? dot / denom : 0; - }, - /** - * Euclidean distance squared with 8x unrolling - */ - distanceSq(a, b) { - const len = a.length; - let sum = 0; - const unrolled = len - (len % 8); - let i = 0; - for (; i < unrolled; i += 8) { - const d0 = a[i] - b[i]; - const d1 = a[i + 1] - b[i + 1]; - const d2 = a[i + 2] - b[i + 2]; - const d3 = a[i + 3] - b[i + 3]; - const d4 = a[i + 4] - b[i + 4]; - const d5 = a[i + 5] - b[i + 5]; - const d6 = a[i + 6] - b[i + 6]; - const d7 = a[i + 7] - b[i + 7]; - sum += d0 * d0 + d1 * d1 + d2 * d2 + d3 * d3 - + d4 * d4 + d5 * d5 + d6 * d6 + d7 * d7; - } - for (; i < len; i++) { - const d = a[i] - b[i]; - sum += d * d; - } - return sum; - }, - /** - * Euclidean distance - */ - distance(a, b) { - return Math.sqrt(exports.VectorOps.distanceSq(a, b)); - }, - /** - * Add vectors: out = a + b (with 8x unrolling) - */ - add(a, b, out) { - const len = a.length; - const unrolled = len - (len % 8); - let i = 0; - for (; i < unrolled; i += 8) { - out[i] = a[i] + b[i]; - out[i + 1] = a[i + 1] + b[i + 1]; - out[i + 2] = a[i + 2] + b[i + 2]; - out[i + 3] = a[i + 3] + b[i + 3]; - out[i + 4] = a[i + 4] + b[i + 4]; - out[i + 5] = a[i + 5] + b[i + 5]; - out[i + 6] = a[i + 6] + b[i + 6]; - out[i + 7] = a[i + 7] + b[i + 7]; - } - for (; i < len; i++) { - out[i] = a[i] + b[i]; - } - return out; - }, - /** - * Subtract vectors: out = a - b (with 8x unrolling) - */ - sub(a, b, out) { - const len = a.length; - const unrolled = len - (len % 8); - let i = 0; - for (; i < unrolled; i += 8) { - out[i] = a[i] - b[i]; - out[i + 1] = a[i + 1] - b[i + 1]; - out[i + 2] = a[i + 2] - b[i + 2]; - out[i + 3] = a[i + 3] - b[i + 3]; - out[i + 4] = a[i + 4] - b[i + 4]; - out[i + 5] = a[i + 5] - b[i + 5]; - out[i + 6] = a[i + 6] - b[i + 6]; - out[i + 7] = a[i + 7] - b[i + 7]; - } - for (; i < len; i++) { - out[i] = a[i] - b[i]; - } - return out; - }, - /** - * Scale vector: out = a * scalar (with 8x unrolling) - */ - scale(a, scalar, out) { - const len = a.length; - const unrolled = len - (len % 8); - let i = 0; - for (; i < unrolled; i += 8) { - out[i] = a[i] * scalar; - out[i + 1] = a[i + 1] * scalar; - out[i + 2] = a[i + 2] * scalar; - out[i + 3] = a[i + 3] * scalar; - out[i + 4] = a[i + 4] * scalar; - out[i + 5] = a[i + 5] * scalar; - out[i + 6] = a[i + 6] * scalar; - out[i + 7] = a[i + 7] * scalar; - } - for (; i < len; i++) { - out[i] = a[i] * scalar; - } - return out; - }, - /** - * Normalize vector in-place - */ - normalize(a) { - const norm = exports.VectorOps.norm(a); - if (norm > 1e-10) { - exports.VectorOps.scale(a, 1 / norm, a); - } - return a; - }, - /** - * Mean of multiple vectors (with buffer reuse) - */ - mean(vectors, out) { - const n = vectors.length; - if (n === 0) - return out; - const len = out.length; - out.fill(0); - // Sum all vectors - for (const vec of vectors) { - for (let i = 0; i < len; i++) { - out[i] += vec[i]; - } - } - // Divide by count (unrolled) - const invN = 1 / n; - exports.VectorOps.scale(out, invN, out); - return out; - }, -}; -/** - * Parallel batch processor for embedding operations. - * Uses chunking and Promise.all for concurrent processing. - */ -class ParallelBatchProcessor { - constructor(options = {}) { - this.batchSize = options.batchSize ?? exports.PERF_CONSTANTS.DEFAULT_BATCH_SIZE; - this.maxConcurrency = options.maxConcurrency ?? 4; - } - /** - * Process items in parallel batches - */ - async processBatch(items, processor) { - const start = performance.now(); - const results = new Array(items.length); - // For small batches, process sequentially - if (items.length < exports.PERF_CONSTANTS.MIN_PARALLEL_BATCH_SIZE) { - for (let i = 0; i < items.length; i++) { - results[i] = await processor(items[i], i); - } - } - else { - // Chunk into concurrent batches - const chunks = this.chunkArray(items, Math.ceil(items.length / this.maxConcurrency)); - let offset = 0; - await Promise.all(chunks.map(async (chunk, chunkIndex) => { - const chunkOffset = chunkIndex * chunks[0].length; - for (let i = 0; i < chunk.length; i++) { - results[chunkOffset + i] = await processor(chunk[i], chunkOffset + i); - } - })); - } - const totalMs = performance.now() - start; - return { - results, - timing: { - totalMs, - perItemMs: items.length > 0 ? totalMs / items.length : 0, - }, - }; - } - /** - * Process with synchronous function (uses chunking for better cache locality) - */ - processSync(items, processor) { - const start = performance.now(); - const results = new Array(items.length); - // Process in cache-friendly chunks - for (let i = 0; i < items.length; i += this.batchSize) { - const end = Math.min(i + this.batchSize, items.length); - for (let j = i; j < end; j++) { - results[j] = processor(items[j], j); - } - } - const totalMs = performance.now() - start; - return { - results, - timing: { - totalMs, - perItemMs: items.length > 0 ? totalMs / items.length : 0, - }, - }; - } - /** - * Batch similarity search (optimized for many queries) - */ - batchSimilarity(queries, corpus, k = 5) { - const results = []; - for (const query of queries) { - const scores = []; - for (let i = 0; i < corpus.length; i++) { - scores.push({ - index: i, - score: exports.VectorOps.cosine(query, corpus[i]), - }); - } - // Partial sort for top-k (more efficient than full sort) - scores.sort((a, b) => b.score - a.score); - results.push(scores.slice(0, k)); - } - return results; - } - chunkArray(arr, chunkSize) { - const chunks = []; - for (let i = 0; i < arr.length; i += chunkSize) { - chunks.push(arr.slice(i, i + chunkSize)); - } - return chunks; - } -} -exports.ParallelBatchProcessor = ParallelBatchProcessor; -/** - * High-performance memory store with O(1) LRU caching. - */ -class OptimizedMemoryStore { - constructor(options = {}) { - this.cache = new LRUCache(options.cacheSize ?? exports.PERF_CONSTANTS.DEFAULT_CACHE_SIZE); - this.bufferPool = new Float32BufferPool(); - this.dimension = options.dimension ?? 384; - // Pre-warm buffer pool - this.bufferPool.prewarm([this.dimension], 16); - } - /** - * Store embedding - O(1) - */ - store(id, embedding, content) { - // Acquire buffer from pool - const buffer = this.bufferPool.acquire(this.dimension); - // Copy embedding to pooled buffer - const emb = embedding instanceof Float32Array ? embedding : new Float32Array(embedding); - buffer.set(emb); - this.cache.set(id, { - id, - embedding: buffer, - content, - score: 1.0, - }); - } - /** - * Get by ID - O(1) - */ - get(id) { - return this.cache.get(id); - } - /** - * Search by similarity - O(n) but with optimized vector ops - */ - search(query, k = 5) { - const results = []; - for (const [, entry] of this.cache.entries()) { - const score = exports.VectorOps.cosine(query, entry.embedding); - results.push({ entry, score }); - } - results.sort((a, b) => b.score - a.score); - return results.slice(0, k).map(r => ({ ...r.entry, score: r.score })); - } - /** - * Delete entry - O(1) - */ - delete(id) { - const entry = this.cache.get(id); - if (entry) { - this.bufferPool.release(entry.embedding); - } - return this.cache.delete(id); - } - /** - * Get statistics - */ - getStats() { - return { - cache: this.cache.getStats(), - buffers: this.bufferPool.getStats(), - }; - } -} -exports.OptimizedMemoryStore = OptimizedMemoryStore; -// ============================================================================ -// Exports -// ============================================================================ -exports.default = { - LRUCache, - Float32BufferPool, - TensorBufferManager, - VectorOps: exports.VectorOps, - ParallelBatchProcessor, - OptimizedMemoryStore, - PERF_CONSTANTS: exports.PERF_CONSTANTS, -}; -//# sourceMappingURL=neural-perf.js.map \ No newline at end of file diff --git a/npm/packages/ruvector/src/core/neural-perf.js.map b/npm/packages/ruvector/src/core/neural-perf.js.map deleted file mode 100644 index c9f28bd623..0000000000 --- a/npm/packages/ruvector/src/core/neural-perf.js.map +++ /dev/null @@ -1 +0,0 @@ -{"version":3,"file":"neural-perf.js","sourceRoot":"","sources":["neural-perf.ts"],"names":[],"mappings":";AAAA;;;;;;;;;GASG;;;AAEH,+EAA+E;AAC/E,YAAY;AACZ,+EAA+E;AAElE,QAAA,cAAc,GAAG;IAC5B,kBAAkB,EAAE,IAAI;IACxB,wBAAwB,EAAE,EAAE;IAC5B,kBAAkB,EAAE,EAAE;IACtB,uBAAuB,EAAE,CAAC;IAC1B,gBAAgB,EAAE,EAAE,EAAG,mCAAmC;CAClD,CAAC;AAaX;;;GAGG;AACH,MAAa,QAAQ;IAUnB,YAAY,WAAmB,sBAAc,CAAC,kBAAkB;QARxD,QAAG,GAA0B,IAAI,GAAG,EAAE,CAAC;QACvC,SAAI,GAAyB,IAAI,CAAC,CAAE,qBAAqB;QACzD,SAAI,GAAyB,IAAI,CAAC,CAAE,sBAAsB;QAElE,QAAQ;QACA,SAAI,GAAW,CAAC,CAAC;QACjB,WAAM,GAAW,CAAC,CAAC;QAGzB,IAAI,QAAQ,GAAG,CAAC;YAAE,MAAM,IAAI,KAAK,CAAC,6BAA6B,CAAC,CAAC;QACjE,IAAI,CAAC,QAAQ,GAAG,QAAQ,CAAC;IAC3B,CAAC;IAED;;OAEG;IACH,GAAG,CAAC,GAAM;QACR,MAAM,IAAI,GAAG,IAAI,CAAC,GAAG,CAAC,GAAG,CAAC,GAAG,CAAC,CAAC;QAC/B,IAAI,CAAC,IAAI,EAAE,CAAC;YACV,IAAI,CAAC,MAAM,EAAE,CAAC;YACd,OAAO,SAAS,CAAC;QACnB,CAAC;QAED,IAAI,CAAC,IAAI,EAAE,CAAC;QACZ,oCAAoC;QACpC,IAAI,CAAC,UAAU,CAAC,IAAI,CAAC,CAAC;QACtB,OAAO,IAAI,CAAC,KAAK,CAAC;IACpB,CAAC;IAED;;OAEG;IACH,GAAG,CAAC,GAAM,EAAE,KAAQ;QAClB,MAAM,QAAQ,GAAG,IAAI,CAAC,GAAG,CAAC,GAAG,CAAC,GAAG,CAAC,CAAC;QAEnC,IAAI,QAAQ,EAAE,CAAC;YACb,uBAAuB;YACvB,QAAQ,CAAC,KAAK,GAAG,KAAK,CAAC;YACvB,IAAI,CAAC,UAAU,CAAC,QAAQ,CAAC,CAAC;YAC1B,OAAO;QACT,CAAC;QAED,kBAAkB;QAClB,MAAM,IAAI,GAAkB,EAAE,GAAG,EAAE,KAAK,EAAE,IAAI,EAAE,IAAI,EAAE,IAAI,EAAE,IAAI,EAAE,CAAC;QAEnE,uBAAuB;QACvB,IAAI,IAAI,CAAC,GAAG,CAAC,IAAI,IAAI,IAAI,CAAC,QAAQ,EAAE,CAAC;YACnC,IAAI,CAAC,QAAQ,EAAE,CAAC;QAClB,CAAC;QAED,sBAAsB;QACtB,IAAI,CAAC,GAAG,CAAC,GAAG,CAAC,GAAG,EAAE,IAAI,CAAC,CAAC;QACxB,IAAI,CAAC,SAAS,CAAC,IAAI,CAAC,CAAC;IACvB,CAAC;IAED;;OAEG;IACH,GAAG,CAAC,GAAM;QACR,OAAO,IAAI,CAAC,GAAG,CAAC,GAAG,CAAC,GAAG,CAAC,CAAC;IAC3B,CAAC;IAED;;OAEG;IACH,MAAM,CAAC,GAAM;QACX,MAAM,IAAI,GAAG,IAAI,CAAC,GAAG,CAAC,GAAG,CAAC,GAAG,CAAC,CAAC;QAC/B,IAAI,CAAC,IAAI;YAAE,OAAO,KAAK,CAAC;QAExB,IAAI,CAAC,UAAU,CAAC,IAAI,CAAC,CAAC;QACtB,IAAI,CAAC,GAAG,CAAC,MAAM,CAAC,GAAG,CAAC,CAAC;QACrB,OAAO,IAAI,CAAC;IACd,CAAC;IAED;;OAEG;IACH,KAAK;QACH,IAAI,CAAC,GAAG,CAAC,KAAK,EAAE,CAAC;QACjB,IAAI,CAAC,IAAI,GAAG,IAAI,CAAC;QACjB,IAAI,CAAC,IAAI,GAAG,IAAI,CAAC;IACnB,CAAC;IAED;;OAEG;IACH,IAAI,IAAI;QACN,OAAO,IAAI,CAAC,GAAG,CAAC,IAAI,CAAC;IACvB,CAAC;IAED;;OAEG;IACH,QAAQ;QACN,MAAM,KAAK,GAAG,IAAI,CAAC,IAAI,GAAG,IAAI,CAAC,MAAM,CAAC;QACtC,OAAO;YACL,IAAI,EAAE,IAAI,CAAC,GAAG,CAAC,IAAI;YACnB,QAAQ,EAAE,IAAI,CAAC,QAAQ;YACvB,IAAI,EAAE,IAAI,CAAC,IAAI;YACf,MAAM,EAAE,IAAI,CAAC,MAAM;YACnB,OAAO,EAAE,KAAK,GAAG,CAAC,CAAC,CAAC,CAAC,IAAI,CAAC,IAAI,GAAG,KAAK,CAAC,CAAC,CAAC,CAAC;SAC3C,CAAC;IACJ,CAAC;IAED;;OAEG;IACH,UAAU;QACR,IAAI,CAAC,IAAI,GAAG,CAAC,CAAC;QACd,IAAI,CAAC,MAAM,GAAG,CAAC,CAAC;IAClB,CAAC;IAED,uCAAuC;IAC/B,UAAU,CAAC,IAAmB;QACpC,IAAI,IAAI,KAAK,IAAI,CAAC,IAAI;YAAE,OAAO;QAC/B,IAAI,CAAC,UAAU,CAAC,IAAI,CAAC,CAAC;QACtB,IAAI,CAAC,SAAS,CAAC,IAAI,CAAC,CAAC;IACvB,CAAC;IAED,iCAAiC;IACzB,SAAS,CAAC,IAAmB;QACnC,IAAI,CAAC,IAAI,GAAG,IAAI,CAAC;QACjB,IAAI,CAAC,IAAI,GAAG,IAAI,CAAC,IAAI,CAAC;QAEtB,IAAI,IAAI,CAAC,IAAI,EAAE,CAAC;YACd,IAAI,CAAC,IAAI,CAAC,IAAI,GAAG,IAAI,CAAC;QACxB,CAAC;QACD,IAAI,CAAC,IAAI,GAAG,IAAI,CAAC;QAEjB,IAAI,CAAC,IAAI,CAAC,IAAI,EAAE,CAAC;YACf,IAAI,CAAC,IAAI,GAAG,IAAI,CAAC;QACnB,CAAC;IACH,CAAC;IAED,kCAAkC;IAC1B,UAAU,CAAC,IAAmB;QACpC,IAAI,IAAI,CAAC,IAAI,EAAE,CAAC;YACd,IAAI,CAAC,IAAI,CAAC,IAAI,GAAG,IAAI,CAAC,IAAI,CAAC;QAC7B,CAAC;aAAM,CAAC;YACN,IAAI,CAAC,IAAI,GAAG,IAAI,CAAC,IAAI,CAAC;QACxB,CAAC;QAED,IAAI,IAAI,CAAC,IAAI,EAAE,CAAC;YACd,IAAI,CAAC,IAAI,CAAC,IAAI,GAAG,IAAI,CAAC,IAAI,CAAC;QAC7B,CAAC;aAAM,CAAC;YACN,IAAI,CAAC,IAAI,GAAG,IAAI,CAAC,IAAI,CAAC;QACxB,CAAC;IACH,CAAC;IAED,6CAA6C;IACrC,QAAQ;QACd,IAAI,CAAC,IAAI,CAAC,IAAI;YAAE,OAAO;QACvB,IAAI,CAAC,GAAG,CAAC,MAAM,CAAC,IAAI,CAAC,IAAI,CAAC,GAAG,CAAC,CAAC;QAC/B,IAAI,CAAC,UAAU,CAAC,IAAI,CAAC,IAAI,CAAC,CAAC;IAC7B,CAAC;IAED;;OAEG;IACH,CAAC,OAAO;QACN,IAAI,OAAO,GAAG,IAAI,CAAC,IAAI,CAAC;QACxB,OAAO,OAAO,EAAE,CAAC;YACf,MAAM,CAAC,OAAO,CAAC,GAAG,EAAE,OAAO,CAAC,KAAK,CAAC,CAAC;YACnC,OAAO,GAAG,OAAO,CAAC,IAAI,CAAC;QACzB,CAAC;IACH,CAAC;CACF;AAxKD,4BAwKC;AAED,+EAA+E;AAC/E,6CAA6C;AAC7C,+EAA+E;AAE/E;;;GAGG;AACH,MAAa,iBAAiB;IAQ5B,YAAY,cAAsB,sBAAc,CAAC,wBAAwB;QAPjE,UAAK,GAAgC,IAAI,GAAG,EAAE,CAAC;QAGvD,QAAQ;QACA,gBAAW,GAAW,CAAC,CAAC;QACxB,WAAM,GAAW,CAAC,CAAC;QAGzB,IAAI,CAAC,WAAW,GAAG,WAAW,CAAC;IACjC,CAAC;IAED;;OAEG;IACH,OAAO,CAAC,IAAY;QAClB,MAAM,IAAI,GAAG,IAAI,CAAC,KAAK,CAAC,GAAG,CAAC,IAAI,CAAC,CAAC;QAElC,IAAI,IAAI,IAAI,IAAI,CAAC,MAAM,GAAG,CAAC,EAAE,CAAC;YAC5B,IAAI,CAAC,MAAM,EAAE,CAAC;YACd,OAAO,IAAI,CAAC,GAAG,EAAG,CAAC;QACrB,CAAC;QAED,IAAI,CAAC,WAAW,EAAE,CAAC;QACnB,OAAO,IAAI,YAAY,CAAC,IAAI,CAAC,CAAC;IAChC,CAAC;IAED;;OAEG;IACH,OAAO,CAAC,MAAoB;QAC1B,MAAM,IAAI,GAAG,MAAM,CAAC,MAAM,CAAC;QAC3B,IAAI,IAAI,GAAG,IAAI,CAAC,KAAK,CAAC,GAAG,CAAC,IAAI,CAAC,CAAC;QAEhC,IAAI,CAAC,IAAI,EAAE,CAAC;YACV,IAAI,GAAG,EAAE,CAAC;YACV,IAAI,CAAC,KAAK,CAAC,GAAG,CAAC,IAAI,EAAE,IAAI,CAAC,CAAC;QAC7B,CAAC;QAED,+CAA+C;QAC/C,IAAI,IAAI,CAAC,MAAM,GAAG,IAAI,CAAC,WAAW,EAAE,CAAC;YACnC,wBAAwB;YACxB,MAAM,CAAC,IAAI,CAAC,CAAC,CAAC,CAAC;YACf,IAAI,CAAC,IAAI,CAAC,MAAM,CAAC,CAAC;QACpB,CAAC;IACH,CAAC;IAED;;OAEG;IACH,OAAO,CAAC,KAAe,EAAE,QAAgB,CAAC;QACxC,KAAK,MAAM,IAAI,IAAI,KAAK,EAAE,CAAC;YACzB,IAAI,IAAI,GAAG,IAAI,CAAC,KAAK,CAAC,GAAG,CAAC,IAAI,CAAC,CAAC;YAChC,IAAI,CAAC,IAAI,EAAE,CAAC;gBACV,IAAI,GAAG,EAAE,CAAC;gBACV,IAAI,CAAC,KAAK,CAAC,GAAG,CAAC,IAAI,EAAE,IAAI,CAAC,CAAC;YAC7B,CAAC;YACD,OAAO,IAAI,CAAC,MAAM,GAAG,KAAK,EAAE,CAAC;gBAC3B,IAAI,CAAC,IAAI,CAAC,IAAI,YAAY,CAAC,IAAI,CAAC,CAAC,CAAC;gBAClC,IAAI,CAAC,WAAW,EAAE,CAAC;YACrB,CAAC;QACH,CAAC;IACH,CAAC;IAED;;OAEG;IACH,KAAK;QACH,IAAI,CAAC,KAAK,CAAC,KAAK,EAAE,CAAC;IACrB,CAAC;IAED;;OAEG;IACH,QAAQ;QACN,IAAI,aAAa,GAAG,CAAC,CAAC;QACtB,KAAK,MAAM,IAAI,IAAI,IAAI,CAAC,KAAK,CAAC,MAAM,EAAE,EAAE,CAAC;YACvC,aAAa,IAAI,IAAI,CAAC,MAAM,CAAC;QAC/B,CAAC;QAED,MAAM,KAAK,GAAG,IAAI,CAAC,WAAW,GAAG,IAAI,CAAC,MAAM,CAAC;QAC7C,OAAO;YACL,WAAW,EAAE,IAAI,CAAC,WAAW;YAC7B,MAAM,EAAE,IAAI,CAAC,MAAM;YACnB,SAAS,EAAE,KAAK,GAAG,CAAC,CAAC,CAAC,CAAC,IAAI,CAAC,MAAM,GAAG,KAAK,CAAC,CAAC,CAAC,CAAC;YAC9C,aAAa;SACd,CAAC;IACJ,CAAC;CACF;AAxFD,8CAwFC;AAED,+EAA+E;AAC/E,sDAAsD;AACtD,+EAA+E;AAE/E;;;GAGG;AACH,MAAa,mBAAmB;IAI9B,YAAY,IAAwB;QAF5B,mBAAc,GAA8B,IAAI,GAAG,EAAE,CAAC;QAG5D,IAAI,CAAC,UAAU,GAAG,IAAI,IAAI,IAAI,iBAAiB,EAAE,CAAC;IACpD,CAAC;IAED;;OAEG;IACH,UAAU,CAAC,IAAY,EAAE,IAAY;QACnC,MAAM,QAAQ,GAAG,IAAI,CAAC,cAAc,CAAC,GAAG,CAAC,IAAI,CAAC,CAAC;QAE/C,IAAI,QAAQ,IAAI,QAAQ,CAAC,MAAM,KAAK,IAAI,EAAE,CAAC;YACzC,OAAO,QAAQ,CAAC;QAClB,CAAC;QAED,qCAAqC;QACrC,IAAI,QAAQ,EAAE,CAAC;YACb,IAAI,CAAC,UAAU,CAAC,OAAO,CAAC,QAAQ,CAAC,CAAC;QACpC,CAAC;QAED,MAAM,MAAM,GAAG,IAAI,CAAC,UAAU,CAAC,OAAO,CAAC,IAAI,CAAC,CAAC;QAC7C,IAAI,CAAC,cAAc,CAAC,GAAG,CAAC,IAAI,EAAE,MAAM,CAAC,CAAC;QACtC,OAAO,MAAM,CAAC;IAChB,CAAC;IAED;;OAEG;IACH,OAAO,CAAC,IAAY;QAClB,OAAO,IAAI,CAAC,UAAU,CAAC,OAAO,CAAC,IAAI,CAAC,CAAC;IACvC,CAAC;IAED;;OAEG;IACH,WAAW,CAAC,MAAoB;QAC9B,IAAI,CAAC,UAAU,CAAC,OAAO,CAAC,MAAM,CAAC,CAAC;IAClC,CAAC;IAED;;OAEG;IACH,UAAU;QACR,KAAK,MAAM,MAAM,IAAI,IAAI,CAAC,cAAc,CAAC,MAAM,EAAE,EAAE,CAAC;YAClD,IAAI,CAAC,UAAU,CAAC,OAAO,CAAC,MAAM,CAAC,CAAC;QAClC,CAAC;QACD,IAAI,CAAC,cAAc,CAAC,KAAK,EAAE,CAAC;IAC9B,CAAC;IAED;;OAEG;IACH,OAAO;QACL,OAAO,IAAI,CAAC,UAAU,CAAC;IACzB,CAAC;CACF;AA1DD,kDA0DC;AAED,+EAA+E;AAC/E,0CAA0C;AAC1C,+EAA+E;AAE/E;;;GAGG;AACU,QAAA,SAAS,GAAG;IACvB;;OAEG;IACH,GAAG,CAAC,CAAe,EAAE,CAAe;QAClC,MAAM,GAAG,GAAG,CAAC,CAAC,MAAM,CAAC;QACrB,IAAI,GAAG,GAAG,CAAC,CAAC;QAEZ,mBAAmB;QACnB,MAAM,QAAQ,GAAG,GAAG,GAAG,CAAC,GAAG,GAAG,CAAC,CAAC,CAAC;QACjC,IAAI,CAAC,GAAG,CAAC,CAAC;QAEV,OAAO,CAAC,GAAG,QAAQ,EAAE,CAAC,IAAI,CAAC,EAAE,CAAC;YAC5B,GAAG,IAAI,CAAC,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,CAAC;kBACd,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC;kBACnB,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC;kBACnB,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC;kBACnB,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC;kBACnB,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC;kBACnB,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC;kBACnB,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC;QAC1B,CAAC;QAED,mBAAmB;QACnB,OAAO,CAAC,GAAG,GAAG,EAAE,CAAC,EAAE,EAAE,CAAC;YACpB,GAAG,IAAI,CAAC,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,CAAC,CAAC;QACrB,CAAC;QAED,OAAO,GAAG,CAAC;IACb,CAAC;IAED;;OAEG;IACH,MAAM,CAAC,CAAe;QACpB,MAAM,GAAG,GAAG,CAAC,CAAC,MAAM,CAAC;QACrB,IAAI,GAAG,GAAG,CAAC,CAAC;QAEZ,MAAM,QAAQ,GAAG,GAAG,GAAG,CAAC,GAAG,GAAG,CAAC,CAAC,CAAC;QACjC,IAAI,CAAC,GAAG,CAAC,CAAC;QAEV,OAAO,CAAC,GAAG,QAAQ,EAAE,CAAC,IAAI,CAAC,EAAE,CAAC;YAC5B,GAAG,IAAI,CAAC,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,CAAC;kBACd,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC;kBACnB,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC;kBACnB,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC;kBACnB,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC;kBACnB,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC;kBACnB,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC;kBACnB,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC;QAC1B,CAAC;QAED,OAAO,CAAC,GAAG,GAAG,EAAE,CAAC,EAAE,EAAE,CAAC;YACpB,GAAG,IAAI,CAAC,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,CAAC,CAAC;QACrB,CAAC;QAED,OAAO,GAAG,CAAC;IACb,CAAC;IAED;;OAEG;IACH,IAAI,CAAC,CAAe;QAClB,OAAO,IAAI,CAAC,IAAI,CAAC,iBAAS,CAAC,MAAM,CAAC,CAAC,CAAC,CAAC,CAAC;IACxC,CAAC;IAED;;;OAGG;IACH,MAAM,CAAC,CAAe,EAAE,CAAe;QACrC,MAAM,GAAG,GAAG,CAAC,CAAC,MAAM,CAAC;QACrB,IAAI,GAAG,GAAG,CAAC,EAAE,KAAK,GAAG,CAAC,EAAE,KAAK,GAAG,CAAC,CAAC;QAElC,2DAA2D;QAC3D,MAAM,QAAQ,GAAG,GAAG,GAAG,CAAC,GAAG,GAAG,CAAC,CAAC,CAAC;QACjC,IAAI,CAAC,GAAG,CAAC,CAAC;QAEV,OAAO,CAAC,GAAG,QAAQ,EAAE,CAAC,IAAI,CAAC,EAAE,CAAC;YAC5B,MAAM,EAAE,GAAG,CAAC,CAAC,CAAC,CAAC,EAAE,EAAE,GAAG,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,EAAE,EAAE,GAAG,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,EAAE,EAAE,GAAG,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC;YAC7D,MAAM,EAAE,GAAG,CAAC,CAAC,CAAC,CAAC,EAAE,EAAE,GAAG,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,EAAE,EAAE,GAAG,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,EAAE,EAAE,GAAG,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC;YAE7D,GAAG,IAAI,EAAE,GAAG,EAAE,GAAG,EAAE,GAAG,EAAE,GAAG,EAAE,GAAG,EAAE,GAAG,EAAE,GAAG,EAAE,CAAC;YAC7C,KAAK,IAAI,EAAE,GAAG,EAAE,GAAG,EAAE,GAAG,EAAE,GAAG,EAAE,GAAG,EAAE,GAAG,EAAE,GAAG,EAAE,CAAC;YAC/C,KAAK,IAAI,EAAE,GAAG,EAAE,GAAG,EAAE,GAAG,EAAE,GAAG,EAAE,GAAG,EAAE,GAAG,EAAE,GAAG,EAAE,CAAC;QACjD,CAAC;QAED,OAAO,CAAC,GAAG,GAAG,EAAE,CAAC,EAAE,EAAE,CAAC;YACpB,GAAG,IAAI,CAAC,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,CAAC,CAAC;YACnB,KAAK,IAAI,CAAC,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,CAAC,CAAC;YACrB,KAAK,IAAI,CAAC,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,CAAC,CAAC;QACvB,CAAC;QAED,MAAM,KAAK,GAAG,IAAI,CAAC,IAAI,CAAC,KAAK,GAAG,KAAK,CAAC,CAAC;QACvC,OAAO,KAAK,GAAG,KAAK,CAAC,CAAC,CAAC,GAAG,GAAG,KAAK,CAAC,CAAC,CAAC,CAAC,CAAC;IACzC,CAAC;IAED;;OAEG;IACH,UAAU,CAAC,CAAe,EAAE,CAAe;QACzC,MAAM,GAAG,GAAG,CAAC,CAAC,MAAM,CAAC;QACrB,IAAI,GAAG,GAAG,CAAC,CAAC;QAEZ,MAAM,QAAQ,GAAG,GAAG,GAAG,CAAC,GAAG,GAAG,CAAC,CAAC,CAAC;QACjC,IAAI,CAAC,GAAG,CAAC,CAAC;QAEV,OAAO,CAAC,GAAG,QAAQ,EAAE,CAAC,IAAI,CAAC,EAAE,CAAC;YAC5B,MAAM,EAAE,GAAG,CAAC,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,CAAC,CAAC;YACvB,MAAM,EAAE,GAAG,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC;YAC/B,MAAM,EAAE,GAAG,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC;YAC/B,MAAM,EAAE,GAAG,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC;YAC/B,MAAM,EAAE,GAAG,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC;YAC/B,MAAM,EAAE,GAAG,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC;YAC/B,MAAM,EAAE,GAAG,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC;YAC/B,MAAM,EAAE,GAAG,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC;YAE/B,GAAG,IAAI,EAAE,GAAG,EAAE,GAAG,EAAE,GAAG,EAAE,GAAG,EAAE,GAAG,EAAE,GAAG,EAAE,GAAG,EAAE;kBACxC,EAAE,GAAG,EAAE,GAAG,EAAE,GAAG,EAAE,GAAG,EAAE,GAAG,EAAE,GAAG,EAAE,GAAG,EAAE,CAAC;QAC5C,CAAC;QAED,OAAO,CAAC,GAAG,GAAG,EAAE,CAAC,EAAE,EAAE,CAAC;YACpB,MAAM,CAAC,GAAG,CAAC,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,CAAC,CAAC;YACtB,GAAG,IAAI,CAAC,GAAG,CAAC,CAAC;QACf,CAAC;QAED,OAAO,GAAG,CAAC;IACb,CAAC;IAED;;OAEG;IACH,QAAQ,CAAC,CAAe,EAAE,CAAe;QACvC,OAAO,IAAI,CAAC,IAAI,CAAC,iBAAS,CAAC,UAAU,CAAC,CAAC,EAAE,CAAC,CAAC,CAAC,CAAC;IAC/C,CAAC;IAED;;OAEG;IACH,GAAG,CAAC,CAAe,EAAE,CAAe,EAAE,GAAiB;QACrD,MAAM,GAAG,GAAG,CAAC,CAAC,MAAM,CAAC;QACrB,MAAM,QAAQ,GAAG,GAAG,GAAG,CAAC,GAAG,GAAG,CAAC,CAAC,CAAC;QACjC,IAAI,CAAC,GAAG,CAAC,CAAC;QAEV,OAAO,CAAC,GAAG,QAAQ,EAAE,CAAC,IAAI,CAAC,EAAE,CAAC;YAC5B,GAAG,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,CAAC,CAAC;YACrB,GAAG,CAAC,CAAC,GAAG,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC;YACjC,GAAG,CAAC,CAAC,GAAG,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC;YACjC,GAAG,CAAC,CAAC,GAAG,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC;YACjC,GAAG,CAAC,CAAC,GAAG,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC;YACjC,GAAG,CAAC,CAAC,GAAG,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC;YACjC,GAAG,CAAC,CAAC,GAAG,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC;YACjC,GAAG,CAAC,CAAC,GAAG,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC;QACnC,CAAC;QAED,OAAO,CAAC,GAAG,GAAG,EAAE,CAAC,EAAE,EAAE,CAAC;YACpB,GAAG,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,CAAC,CAAC;QACvB,CAAC;QAED,OAAO,GAAG,CAAC;IACb,CAAC;IAED;;OAEG;IACH,GAAG,CAAC,CAAe,EAAE,CAAe,EAAE,GAAiB;QACrD,MAAM,GAAG,GAAG,CAAC,CAAC,MAAM,CAAC;QACrB,MAAM,QAAQ,GAAG,GAAG,GAAG,CAAC,GAAG,GAAG,CAAC,CAAC,CAAC;QACjC,IAAI,CAAC,GAAG,CAAC,CAAC;QAEV,OAAO,CAAC,GAAG,QAAQ,EAAE,CAAC,IAAI,CAAC,EAAE,CAAC;YAC5B,GAAG,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,CAAC,CAAC;YACrB,GAAG,CAAC,CAAC,GAAG,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC;YACjC,GAAG,CAAC,CAAC,GAAG,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC;YACjC,GAAG,CAAC,CAAC,GAAG,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC;YACjC,GAAG,CAAC,CAAC,GAAG,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC;YACjC,GAAG,CAAC,CAAC,GAAG,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC;YACjC,GAAG,CAAC,CAAC,GAAG,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC;YACjC,GAAG,CAAC,CAAC,GAAG,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC;QACnC,CAAC;QAED,OAAO,CAAC,GAAG,GAAG,EAAE,CAAC,EAAE,EAAE,CAAC;YACpB,GAAG,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,CAAC,CAAC;QACvB,CAAC;QAED,OAAO,GAAG,CAAC;IACb,CAAC;IAED;;OAEG;IACH,KAAK,CAAC,CAAe,EAAE,MAAc,EAAE,GAAiB;QACtD,MAAM,GAAG,GAAG,CAAC,CAAC,MAAM,CAAC;QACrB,MAAM,QAAQ,GAAG,GAAG,GAAG,CAAC,GAAG,GAAG,CAAC,CAAC,CAAC;QACjC,IAAI,CAAC,GAAG,CAAC,CAAC;QAEV,OAAO,CAAC,GAAG,QAAQ,EAAE,CAAC,IAAI,CAAC,EAAE,CAAC;YAC5B,GAAG,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,CAAC,GAAG,MAAM,CAAC;YACvB,GAAG,CAAC,CAAC,GAAG,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,GAAG,MAAM,CAAC;YAC/B,GAAG,CAAC,CAAC,GAAG,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,GAAG,MAAM,CAAC;YAC/B,GAAG,CAAC,CAAC,GAAG,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,GAAG,MAAM,CAAC;YAC/B,GAAG,CAAC,CAAC,GAAG,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,GAAG,MAAM,CAAC;YAC/B,GAAG,CAAC,CAAC,GAAG,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,GAAG,MAAM,CAAC;YAC/B,GAAG,CAAC,CAAC,GAAG,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,GAAG,MAAM,CAAC;YAC/B,GAAG,CAAC,CAAC,GAAG,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,GAAG,MAAM,CAAC;QACjC,CAAC;QAED,OAAO,CAAC,GAAG,GAAG,EAAE,CAAC,EAAE,EAAE,CAAC;YACpB,GAAG,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,CAAC,GAAG,MAAM,CAAC;QACzB,CAAC;QAED,OAAO,GAAG,CAAC;IACb,CAAC;IAED;;OAEG;IACH,SAAS,CAAC,CAAe;QACvB,MAAM,IAAI,GAAG,iBAAS,CAAC,IAAI,CAAC,CAAC,CAAC,CAAC;QAC/B,IAAI,IAAI,GAAG,KAAK,EAAE,CAAC;YACjB,iBAAS,CAAC,KAAK,CAAC,CAAC,EAAE,CAAC,GAAG,IAAI,EAAE,CAAC,CAAC,CAAC;QAClC,CAAC;QACD,OAAO,CAAC,CAAC;IACX,CAAC;IAED;;OAEG;IACH,IAAI,CAAC,OAAuB,EAAE,GAAiB;QAC7C,MAAM,CAAC,GAAG,OAAO,CAAC,MAAM,CAAC;QACzB,IAAI,CAAC,KAAK,CAAC;YAAE,OAAO,GAAG,CAAC;QAExB,MAAM,GAAG,GAAG,GAAG,CAAC,MAAM,CAAC;QACvB,GAAG,CAAC,IAAI,CAAC,CAAC,CAAC,CAAC;QAEZ,kBAAkB;QAClB,KAAK,MAAM,GAAG,IAAI,OAAO,EAAE,CAAC;YAC1B,KAAK,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,GAAG,EAAE,CAAC,EAAE,EAAE,CAAC;gBAC7B,GAAG,CAAC,CAAC,CAAC,IAAI,GAAG,CAAC,CAAC,CAAC,CAAC;YACnB,CAAC;QACH,CAAC;QAED,6BAA6B;QAC7B,MAAM,IAAI,GAAG,CAAC,GAAG,CAAC,CAAC;QACnB,iBAAS,CAAC,KAAK,CAAC,GAAG,EAAE,IAAI,EAAE,GAAG,CAAC,CAAC;QAEhC,OAAO,GAAG,CAAC;IACb,CAAC;CACF,CAAC;AAcF;;;GAGG;AACH,MAAa,sBAAsB;IAIjC,YAAY,UAA2D,EAAE;QACvE,IAAI,CAAC,SAAS,GAAG,OAAO,CAAC,SAAS,IAAI,sBAAc,CAAC,kBAAkB,CAAC;QACxE,IAAI,CAAC,cAAc,GAAG,OAAO,CAAC,cAAc,IAAI,CAAC,CAAC;IACpD,CAAC;IAED;;OAEG;IACH,KAAK,CAAC,YAAY,CAChB,KAAU,EACV,SAAqD;QAErD,MAAM,KAAK,GAAG,WAAW,CAAC,GAAG,EAAE,CAAC;QAChC,MAAM,OAAO,GAAQ,IAAI,KAAK,CAAC,KAAK,CAAC,MAAM,CAAC,CAAC;QAE7C,0CAA0C;QAC1C,IAAI,KAAK,CAAC,MAAM,GAAG,sBAAc,CAAC,uBAAuB,EAAE,CAAC;YAC1D,KAAK,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,KAAK,CAAC,MAAM,EAAE,CAAC,EAAE,EAAE,CAAC;gBACtC,OAAO,CAAC,CAAC,CAAC,GAAG,MAAM,SAAS,CAAC,KAAK,CAAC,CAAC,CAAC,EAAE,CAAC,CAAC,CAAC;YAC5C,CAAC;QACH,CAAC;aAAM,CAAC;YACN,gCAAgC;YAChC,MAAM,MAAM,GAAG,IAAI,CAAC,UAAU,CAAC,KAAK,EAAE,IAAI,CAAC,IAAI,CAAC,KAAK,CAAC,MAAM,GAAG,IAAI,CAAC,cAAc,CAAC,CAAC,CAAC;YAErF,IAAI,MAAM,GAAG,CAAC,CAAC;YACf,MAAM,OAAO,CAAC,GAAG,CAAC,MAAM,CAAC,GAAG,CAAC,KAAK,EAAE,KAAK,EAAE,UAAU,EAAE,EAAE;gBACvD,MAAM,WAAW,GAAG,UAAU,GAAG,MAAM,CAAC,CAAC,CAAC,CAAC,MAAM,CAAC;gBAClD,KAAK,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,KAAK,CAAC,MAAM,EAAE,CAAC,EAAE,EAAE,CAAC;oBACtC,OAAO,CAAC,WAAW,GAAG,CAAC,CAAC,GAAG,MAAM,SAAS,CAAC,KAAK,CAAC,CAAC,CAAC,EAAE,WAAW,GAAG,CAAC,CAAC,CAAC;gBACxE,CAAC;YACH,CAAC,CAAC,CAAC,CAAC;QACN,CAAC;QAED,MAAM,OAAO,GAAG,WAAW,CAAC,GAAG,EAAE,GAAG,KAAK,CAAC;QAC1C,OAAO;YACL,OAAO;YACP,MAAM,EAAE;gBACN,OAAO;gBACP,SAAS,EAAE,KAAK,CAAC,MAAM,GAAG,CAAC,CAAC,CAAC,CAAC,OAAO,GAAG,KAAK,CAAC,MAAM,CAAC,CAAC,CAAC,CAAC;aACzD;SACF,CAAC;IACJ,CAAC;IAED;;OAEG;IACH,WAAW,CACT,KAAU,EACV,SAAwC;QAExC,MAAM,KAAK,GAAG,WAAW,CAAC,GAAG,EAAE,CAAC;QAChC,MAAM,OAAO,GAAQ,IAAI,KAAK,CAAC,KAAK,CAAC,MAAM,CAAC,CAAC;QAE7C,mCAAmC;QACnC,KAAK,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,KAAK,CAAC,MAAM,EAAE,CAAC,IAAI,IAAI,CAAC,SAAS,EAAE,CAAC;YACtD,MAAM,GAAG,GAAG,IAAI,CAAC,GAAG,CAAC,CAAC,GAAG,IAAI,CAAC,SAAS,EAAE,KAAK,CAAC,MAAM,CAAC,CAAC;YACvD,KAAK,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,GAAG,EAAE,CAAC,EAAE,EAAE,CAAC;gBAC7B,OAAO,CAAC,CAAC,CAAC,GAAG,SAAS,CAAC,KAAK,CAAC,CAAC,CAAC,EAAE,CAAC,CAAC,CAAC;YACtC,CAAC;QACH,CAAC;QAED,MAAM,OAAO,GAAG,WAAW,CAAC,GAAG,EAAE,GAAG,KAAK,CAAC;QAC1C,OAAO;YACL,OAAO;YACP,MAAM,EAAE;gBACN,OAAO;gBACP,SAAS,EAAE,KAAK,CAAC,MAAM,GAAG,CAAC,CAAC,CAAC,CAAC,OAAO,GAAG,KAAK,CAAC,MAAM,CAAC,CAAC,CAAC,CAAC;aACzD;SACF,CAAC;IACJ,CAAC;IAED;;OAEG;IACH,eAAe,CACb,OAAuB,EACvB,MAAsB,EACtB,IAAY,CAAC;QAEb,MAAM,OAAO,GAAmD,EAAE,CAAC;QAEnE,KAAK,MAAM,KAAK,IAAI,OAAO,EAAE,CAAC;YAC5B,MAAM,MAAM,GAA4C,EAAE,CAAC;YAE3D,KAAK,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,MAAM,CAAC,MAAM,EAAE,CAAC,EAAE,EAAE,CAAC;gBACvC,MAAM,CAAC,IAAI,CAAC;oBACV,KAAK,EAAE,CAAC;oBACR,KAAK,EAAE,iBAAS,CAAC,MAAM,CAAC,KAAK,EAAE,MAAM,CAAC,CAAC,CAAC,CAAC;iBAC1C,CAAC,CAAC;YACL,CAAC;YAED,yDAAyD;YACzD,MAAM,CAAC,IAAI,CAAC,CAAC,CAAC,EAAE,CAAC,EAAE,EAAE,CAAC,CAAC,CAAC,KAAK,GAAG,CAAC,CAAC,KAAK,CAAC,CAAC;YACzC,OAAO,CAAC,IAAI,CAAC,MAAM,CAAC,KAAK,CAAC,CAAC,EAAE,CAAC,CAAC,CAAC,CAAC;QACnC,CAAC;QAED,OAAO,OAAO,CAAC;IACjB,CAAC;IAEO,UAAU,CAAI,GAAQ,EAAE,SAAiB;QAC/C,MAAM,MAAM,GAAU,EAAE,CAAC;QACzB,KAAK,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,GAAG,CAAC,MAAM,EAAE,CAAC,IAAI,SAAS,EAAE,CAAC;YAC/C,MAAM,CAAC,IAAI,CAAC,GAAG,CAAC,KAAK,CAAC,CAAC,EAAE,CAAC,GAAG,SAAS,CAAC,CAAC,CAAC;QAC3C,CAAC;QACD,OAAO,MAAM,CAAC;IAChB,CAAC;CACF;AA9GD,wDA8GC;AAaD;;GAEG;AACH,MAAa,oBAAoB;IAK/B,YAAY,UAGR,EAAE;QACJ,IAAI,CAAC,KAAK,GAAG,IAAI,QAAQ,CAAC,OAAO,CAAC,SAAS,IAAI,sBAAc,CAAC,kBAAkB,CAAC,CAAC;QAClF,IAAI,CAAC,UAAU,GAAG,IAAI,iBAAiB,EAAE,CAAC;QAC1C,IAAI,CAAC,SAAS,GAAG,OAAO,CAAC,SAAS,IAAI,GAAG,CAAC;QAE1C,uBAAuB;QACvB,IAAI,CAAC,UAAU,CAAC,OAAO,CAAC,CAAC,IAAI,CAAC,SAAS,CAAC,EAAE,EAAE,CAAC,CAAC;IAChD,CAAC;IAED;;OAEG;IACH,KAAK,CAAC,EAAU,EAAE,SAAkC,EAAE,OAAe;QACnE,2BAA2B;QAC3B,MAAM,MAAM,GAAG,IAAI,CAAC,UAAU,CAAC,OAAO,CAAC,IAAI,CAAC,SAAS,CAAC,CAAC;QAEvD,kCAAkC;QAClC,MAAM,GAAG,GAAG,SAAS,YAAY,YAAY,CAAC,CAAC,CAAC,SAAS,CAAC,CAAC,CAAC,IAAI,YAAY,CAAC,SAAS,CAAC,CAAC;QACxF,MAAM,CAAC,GAAG,CAAC,GAAG,CAAC,CAAC;QAEhB,IAAI,CAAC,KAAK,CAAC,GAAG,CAAC,EAAE,EAAE;YACjB,EAAE;YACF,SAAS,EAAE,MAAM;YACjB,OAAO;YACP,KAAK,EAAE,GAAG;SACX,CAAC,CAAC;IACL,CAAC;IAED;;OAEG;IACH,GAAG,CAAC,EAAU;QACZ,OAAO,IAAI,CAAC,KAAK,CAAC,GAAG,CAAC,EAAE,CAAC,CAAC;IAC5B,CAAC;IAED;;OAEG;IACH,MAAM,CAAC,KAAmB,EAAE,IAAY,CAAC;QACvC,MAAM,OAAO,GAAuD,EAAE,CAAC;QAEvE,KAAK,MAAM,CAAC,EAAE,KAAK,CAAC,IAAI,IAAI,CAAC,KAAK,CAAC,OAAO,EAAE,EAAE,CAAC;YAC7C,MAAM,KAAK,GAAG,iBAAS,CAAC,MAAM,CAAC,KAAK,EAAE,KAAK,CAAC,SAAS,CAAC,CAAC;YACvD,OAAO,CAAC,IAAI,CAAC,EAAE,KAAK,EAAE,KAAK,EAAE,CAAC,CAAC;QACjC,CAAC;QAED,OAAO,CAAC,IAAI,CAAC,CAAC,CAAC,EAAE,CAAC,EAAE,EAAE,CAAC,CAAC,CAAC,KAAK,GAAG,CAAC,CAAC,KAAK,CAAC,CAAC;QAC1C,OAAO,OAAO,CAAC,KAAK,CAAC,CAAC,EAAE,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,EAAE,CAAC,CAAC,EAAE,GAAG,CAAC,CAAC,KAAK,EAAE,KAAK,EAAE,CAAC,CAAC,KAAK,EAAE,CAAC,CAAC,CAAC;IACxE,CAAC;IAED;;OAEG;IACH,MAAM,CAAC,EAAU;QACf,MAAM,KAAK,GAAG,IAAI,CAAC,KAAK,CAAC,GAAG,CAAC,EAAE,CAAC,CAAC;QACjC,IAAI,KAAK,EAAE,CAAC;YACV,IAAI,CAAC,UAAU,CAAC,OAAO,CAAC,KAAK,CAAC,SAAS,CAAC,CAAC;QAC3C,CAAC;QACD,OAAO,IAAI,CAAC,KAAK,CAAC,MAAM,CAAC,EAAE,CAAC,CAAC;IAC/B,CAAC;IAED;;OAEG;IACH,QAAQ;QAIN,OAAO;YACL,KAAK,EAAE,IAAI,CAAC,KAAK,CAAC,QAAQ,EAAE;YAC5B,OAAO,EAAE,IAAI,CAAC,UAAU,CAAC,QAAQ,EAAE;SACpC,CAAC;IACJ,CAAC;CACF;AAjFD,oDAiFC;AAED,+EAA+E;AAC/E,UAAU;AACV,+EAA+E;AAE/E,kBAAe;IACb,QAAQ;IACR,iBAAiB;IACjB,mBAAmB;IACnB,SAAS,EAAT,iBAAS;IACT,sBAAsB;IACtB,oBAAoB;IACpB,cAAc,EAAd,sBAAc;CACf,CAAC"} \ No newline at end of file diff --git a/npm/packages/ruvector/src/core/onnx-embedder.d.ts b/npm/packages/ruvector/src/core/onnx-embedder.d.ts deleted file mode 100644 index 2fe49dab0d..0000000000 --- a/npm/packages/ruvector/src/core/onnx-embedder.d.ts +++ /dev/null @@ -1,105 +0,0 @@ -/** - * ONNX WASM Embedder - Semantic embeddings for hooks - * - * Provides real transformer-based embeddings using all-MiniLM-L6-v2 - * running in pure WASM (no native dependencies). - * - * Uses bundled ONNX WASM files from src/core/onnx/ - * - * Features: - * - 384-dimensional semantic embeddings - * - Real semantic understanding (not hash-based) - * - Cached model loading (downloads from HuggingFace on first use) - * - Batch embedding support - * - Optional parallel workers for 3.8x batch speedup - */ -declare global { - var __ruvector_require: NodeRequire | undefined; -} -export interface OnnxEmbedderConfig { - modelId?: string; - maxLength?: number; - normalize?: boolean; - cacheDir?: string; - /** - * Enable parallel workers for batch operations - * - 'auto' (default): Enable for long-running processes, skip for CLI - * - true: Always enable workers - * - false: Never use workers - */ - enableParallel?: boolean | 'auto'; - /** Number of worker threads (default: CPU cores - 1) */ - numWorkers?: number; - /** Minimum batch size to use parallel processing (default: 4) */ - parallelThreshold?: number; -} -export interface EmbeddingResult { - embedding: number[]; - dimension: number; - timeMs: number; -} -export interface SimilarityResult { - similarity: number; - timeMs: number; -} -/** - * Check if ONNX embedder is available (bundled files exist) - */ -export declare function isOnnxAvailable(): boolean; -/** - * Initialize the ONNX embedder (downloads model if needed) - */ -export declare function initOnnxEmbedder(config?: OnnxEmbedderConfig): Promise; -/** - * Generate embedding for text - */ -export declare function embed(text: string): Promise; -/** - * Generate embeddings for multiple texts - * Uses parallel workers automatically for batches >= parallelThreshold - */ -export declare function embedBatch(texts: string[]): Promise; -/** - * Calculate cosine similarity between two texts - */ -export declare function similarity(text1: string, text2: string): Promise; -/** - * Calculate cosine similarity between two embeddings - */ -export declare function cosineSimilarity(a: number[], b: number[]): number; -/** - * Get embedding dimension - */ -export declare function getDimension(): number; -/** - * Check if embedder is ready - */ -export declare function isReady(): boolean; -/** - * Get embedder stats including SIMD and parallel capabilities - */ -export declare function getStats(): { - ready: boolean; - dimension: number; - model: string; - simd: boolean; - parallel: boolean; - parallelWorkers: number; - parallelThreshold: number; -}; -/** - * Shutdown parallel workers (call on exit) - */ -export declare function shutdown(): Promise; -export declare class OnnxEmbedder { - private config; - constructor(config?: OnnxEmbedderConfig); - init(): Promise; - embed(text: string): Promise; - embedBatch(texts: string[]): Promise; - similarity(text1: string, text2: string): Promise; - get dimension(): number; - get ready(): boolean; -} -export default OnnxEmbedder; -//# sourceMappingURL=onnx-embedder.d.ts.map \ No newline at end of file diff --git a/npm/packages/ruvector/src/core/onnx-embedder.d.ts.map b/npm/packages/ruvector/src/core/onnx-embedder.d.ts.map deleted file mode 100644 index 4c4085419f..0000000000 --- a/npm/packages/ruvector/src/core/onnx-embedder.d.ts.map +++ /dev/null @@ -1 +0,0 @@ -{"version":3,"file":"onnx-embedder.d.ts","sourceRoot":"","sources":["onnx-embedder.ts"],"names":[],"mappings":"AAAA;;;;;;;;;;;;;;GAcG;AAQH,OAAO,CAAC,MAAM,CAAC;IAEb,IAAI,kBAAkB,EAAE,WAAW,GAAG,SAAS,CAAC;CACjD;AAuBD,MAAM,WAAW,kBAAkB;IACjC,OAAO,CAAC,EAAE,MAAM,CAAC;IACjB,SAAS,CAAC,EAAE,MAAM,CAAC;IACnB,SAAS,CAAC,EAAE,OAAO,CAAC;IACpB,QAAQ,CAAC,EAAE,MAAM,CAAC;IAClB;;;;;OAKG;IACH,cAAc,CAAC,EAAE,OAAO,GAAG,MAAM,CAAC;IAClC,wDAAwD;IACxD,UAAU,CAAC,EAAE,MAAM,CAAC;IACpB,iEAAiE;IACjE,iBAAiB,CAAC,EAAE,MAAM,CAAC;CAC5B;AAMD,MAAM,WAAW,eAAe;IAC9B,SAAS,EAAE,MAAM,EAAE,CAAC;IACpB,SAAS,EAAE,MAAM,CAAC;IAClB,MAAM,EAAE,MAAM,CAAC;CAChB;AAED,MAAM,WAAW,gBAAgB;IAC/B,UAAU,EAAE,MAAM,CAAC;IACnB,MAAM,EAAE,MAAM,CAAC;CAChB;AAeD;;GAEG;AACH,wBAAgB,eAAe,IAAI,OAAO,CAOzC;AA6DD;;GAEG;AACH,wBAAsB,gBAAgB,CAAC,MAAM,GAAE,kBAAuB,GAAG,OAAO,CAAC,OAAO,CAAC,CA+FxF;AAED;;GAEG;AACH,wBAAsB,KAAK,CAAC,IAAI,EAAE,MAAM,GAAG,OAAO,CAAC,eAAe,CAAC,CAiBlE;AAED;;;GAGG;AACH,wBAAsB,UAAU,CAAC,KAAK,EAAE,MAAM,EAAE,GAAG,OAAO,CAAC,eAAe,EAAE,CAAC,CAwC5E;AAED;;GAEG;AACH,wBAAsB,UAAU,CAAC,KAAK,EAAE,MAAM,EAAE,KAAK,EAAE,MAAM,GAAG,OAAO,CAAC,gBAAgB,CAAC,CAaxF;AAED;;GAEG;AACH,wBAAgB,gBAAgB,CAAC,CAAC,EAAE,MAAM,EAAE,EAAE,CAAC,EAAE,MAAM,EAAE,GAAG,MAAM,CAiBjE;AAED;;GAEG;AACH,wBAAgB,YAAY,IAAI,MAAM,CAErC;AAED;;GAEG;AACH,wBAAgB,OAAO,IAAI,OAAO,CAEjC;AAED;;GAEG;AACH,wBAAgB,QAAQ,IAAI;IAC1B,KAAK,EAAE,OAAO,CAAC;IACf,SAAS,EAAE,MAAM,CAAC;IAClB,KAAK,EAAE,MAAM,CAAC;IACd,IAAI,EAAE,OAAO,CAAC;IACd,QAAQ,EAAE,OAAO,CAAC;IAClB,eAAe,EAAE,MAAM,CAAC;IACxB,iBAAiB,EAAE,MAAM,CAAC;CAC3B,CAUA;AAED;;GAEG;AACH,wBAAsB,QAAQ,IAAI,OAAO,CAAC,IAAI,CAAC,CAM9C;AAGD,qBAAa,YAAY;IACvB,OAAO,CAAC,MAAM,CAAqB;gBAEvB,MAAM,GAAE,kBAAuB;IAIrC,IAAI,IAAI,OAAO,CAAC,OAAO,CAAC;IAIxB,KAAK,CAAC,IAAI,EAAE,MAAM,GAAG,OAAO,CAAC,MAAM,EAAE,CAAC;IAKtC,UAAU,CAAC,KAAK,EAAE,MAAM,EAAE,GAAG,OAAO,CAAC,MAAM,EAAE,EAAE,CAAC;IAKhD,UAAU,CAAC,KAAK,EAAE,MAAM,EAAE,KAAK,EAAE,MAAM,GAAG,OAAO,CAAC,MAAM,CAAC;IAK/D,IAAI,SAAS,IAAI,MAAM,CAEtB;IAED,IAAI,KAAK,IAAI,OAAO,CAEnB;CACF;AAED,eAAe,YAAY,CAAC"} \ No newline at end of file diff --git a/npm/packages/ruvector/src/core/onnx-embedder.js b/npm/packages/ruvector/src/core/onnx-embedder.js deleted file mode 100644 index 6150fbe66b..0000000000 --- a/npm/packages/ruvector/src/core/onnx-embedder.js +++ /dev/null @@ -1,411 +0,0 @@ -"use strict"; -/** - * ONNX WASM Embedder - Semantic embeddings for hooks - * - * Provides real transformer-based embeddings using all-MiniLM-L6-v2 - * running in pure WASM (no native dependencies). - * - * Uses bundled ONNX WASM files from src/core/onnx/ - * - * Features: - * - 384-dimensional semantic embeddings - * - Real semantic understanding (not hash-based) - * - Cached model loading (downloads from HuggingFace on first use) - * - Batch embedding support - * - Optional parallel workers for 3.8x batch speedup - */ -var __createBinding = (this && this.__createBinding) || (Object.create ? (function(o, m, k, k2) { - if (k2 === undefined) k2 = k; - var desc = Object.getOwnPropertyDescriptor(m, k); - if (!desc || ("get" in desc ? !m.__esModule : desc.writable || desc.configurable)) { - desc = { enumerable: true, get: function() { return m[k]; } }; - } - Object.defineProperty(o, k2, desc); -}) : (function(o, m, k, k2) { - if (k2 === undefined) k2 = k; - o[k2] = m[k]; -})); -var __setModuleDefault = (this && this.__setModuleDefault) || (Object.create ? (function(o, v) { - Object.defineProperty(o, "default", { enumerable: true, value: v }); -}) : function(o, v) { - o["default"] = v; -}); -var __importStar = (this && this.__importStar) || (function () { - var ownKeys = function(o) { - ownKeys = Object.getOwnPropertyNames || function (o) { - var ar = []; - for (var k in o) if (Object.prototype.hasOwnProperty.call(o, k)) ar[ar.length] = k; - return ar; - }; - return ownKeys(o); - }; - return function (mod) { - if (mod && mod.__esModule) return mod; - var result = {}; - if (mod != null) for (var k = ownKeys(mod), i = 0; i < k.length; i++) if (k[i] !== "default") __createBinding(result, mod, k[i]); - __setModuleDefault(result, mod); - return result; - }; -})(); -Object.defineProperty(exports, "__esModule", { value: true }); -exports.OnnxEmbedder = void 0; -exports.isOnnxAvailable = isOnnxAvailable; -exports.initOnnxEmbedder = initOnnxEmbedder; -exports.embed = embed; -exports.embedBatch = embedBatch; -exports.similarity = similarity; -exports.cosineSimilarity = cosineSimilarity; -exports.getDimension = getDimension; -exports.isReady = isReady; -exports.getStats = getStats; -exports.shutdown = shutdown; -const path = __importStar(require("path")); -const fs = __importStar(require("fs")); -const url_1 = require("url"); -const module_1 = require("module"); -// Set up ESM-compatible require for WASM module (fixes Windows/ESM compatibility) -// The WASM bindings use module.require for Node.js crypto, this provides a fallback -if (typeof globalThis !== 'undefined' && !globalThis.__ruvector_require) { - try { - // In ESM context, use createRequire with __filename - globalThis.__ruvector_require = (0, module_1.createRequire)(__filename); - } - catch { - // Fallback: require should be available in CommonJS - try { - globalThis.__ruvector_require = require; - } - catch { - // Neither available - WASM will fall back to crypto.getRandomValues - } - } -} -// Force native dynamic import (avoids TypeScript transpiling to require) -// eslint-disable-next-line @typescript-eslint/no-implied-eval -const dynamicImport = new Function('specifier', 'return import(specifier)'); -// Capability detection -let simdAvailable = false; -let parallelAvailable = false; -// Lazy-loaded module state -let wasmModule = null; -let embedder = null; -let parallelEmbedder = null; -let loadError = null; -let loadPromise = null; -let isInitialized = false; -let parallelEnabled = false; -let parallelThreshold = 4; -// Default model -const DEFAULT_MODEL = 'all-MiniLM-L6-v2'; -/** - * Check if ONNX embedder is available (bundled files exist) - */ -function isOnnxAvailable() { - try { - const pkgPath = path.join(__dirname, 'onnx', 'pkg', 'ruvector_onnx_embeddings_wasm.js'); - return fs.existsSync(pkgPath); - } - catch { - return false; - } -} -/** - * Check if parallel workers are available (npm package installed) - */ -async function detectParallelAvailable() { - try { - await dynamicImport('ruvector-onnx-embeddings-wasm/parallel'); - parallelAvailable = true; - return true; - } - catch { - parallelAvailable = false; - return false; - } -} -/** - * Check if SIMD is available (from WASM module) - */ -function detectSimd() { - try { - if (wasmModule && typeof wasmModule.simd_available === 'function') { - simdAvailable = wasmModule.simd_available(); - return simdAvailable; - } - } - catch { } - return false; -} -/** - * Try to load ParallelEmbedder from npm package (optional) - */ -async function tryInitParallel(config) { - // Skip if explicitly disabled - if (config.enableParallel === false) - return false; - // For 'auto' or true, try to initialize - try { - const parallelModule = await dynamicImport('ruvector-onnx-embeddings-wasm/parallel'); - const { ParallelEmbedder } = parallelModule; - parallelEmbedder = new ParallelEmbedder({ - numWorkers: config.numWorkers, - }); - await parallelEmbedder.init(config.modelId || DEFAULT_MODEL); - parallelThreshold = config.parallelThreshold || 4; - parallelEnabled = true; - parallelAvailable = true; - console.error(`Parallel embedder ready: ${parallelEmbedder.numWorkers} workers, SIMD: ${simdAvailable}`); - return true; - } - catch (e) { - parallelAvailable = false; - if (config.enableParallel === true) { - // Only warn if explicitly requested - console.error(`Parallel embedder not available: ${e.message}`); - } - return false; - } -} -/** - * Initialize the ONNX embedder (downloads model if needed) - */ -async function initOnnxEmbedder(config = {}) { - if (isInitialized) - return true; - if (loadError) - throw loadError; - if (loadPromise) { - await loadPromise; - return isInitialized; - } - loadPromise = (async () => { - try { - // Paths to bundled ONNX files - const pkgPath = path.join(__dirname, 'onnx', 'pkg', 'ruvector_onnx_embeddings_wasm.js'); - const loaderPath = path.join(__dirname, 'onnx', 'loader.js'); - if (!fs.existsSync(pkgPath)) { - throw new Error('ONNX WASM files not bundled. The onnx/ directory is missing.'); - } - // Convert paths to file:// URLs for cross-platform ESM compatibility (Windows fix) - const pkgUrl = (0, url_1.pathToFileURL)(pkgPath).href; - const loaderUrl = (0, url_1.pathToFileURL)(loaderPath).href; - // Dynamic import of bundled modules using file:// URLs - wasmModule = await dynamicImport(pkgUrl); - // Initialize WASM module (loads the .wasm file) - const wasmPath = path.join(__dirname, 'onnx', 'pkg', 'ruvector_onnx_embeddings_wasm_bg.wasm'); - if (wasmModule.default && typeof wasmModule.default === 'function') { - // For bundler-style initialization, pass the wasm buffer - const wasmBytes = fs.readFileSync(wasmPath); - await wasmModule.default(wasmBytes); - } - const loaderModule = await dynamicImport(loaderUrl); - const { ModelLoader } = loaderModule; - // Create model loader with caching - const modelLoader = new ModelLoader({ - cache: true, - cacheDir: config.cacheDir || path.join(process.env.HOME || '/tmp', '.ruvector', 'models'), - }); - // Load model (downloads from HuggingFace on first use) - const modelId = config.modelId || DEFAULT_MODEL; - console.error(`Loading ONNX model: ${modelId}...`); - const { modelBytes, tokenizerJson, config: modelConfig } = await modelLoader.loadModel(modelId); - // Create embedder with config - const embedderConfig = new wasmModule.WasmEmbedderConfig() - .setMaxLength(config.maxLength || modelConfig.maxLength || 256) - .setNormalize(config.normalize !== false) - .setPooling(0); // Mean pooling - embedder = wasmModule.WasmEmbedder.withConfig(modelBytes, tokenizerJson, embedderConfig); - // Detect SIMD capability - detectSimd(); - console.error(`ONNX embedder ready: ${embedder.dimension()}d, SIMD: ${simdAvailable}`); - isInitialized = true; - // Determine if we should use parallel workers - // - true: always enable - // - false: never enable - // - 'auto'/undefined: enable for long-running processes (MCP, servers), skip for CLI - let shouldTryParallel = false; - if (config.enableParallel === true) { - shouldTryParallel = true; - } - else if (config.enableParallel === false) { - shouldTryParallel = false; - } - else { - // Auto-detect: check if running as CLI hook or long-running process - const isCLI = process.argv[1]?.includes('cli.js') || - process.argv[1]?.includes('bin/ruvector') || - process.env.RUVECTOR_CLI === '1'; - const isMCP = process.env.MCP_SERVER === '1' || - process.argv.some(a => a.includes('mcp')); - const forceParallel = process.env.RUVECTOR_PARALLEL === '1'; - // Enable parallel for MCP/servers or if explicitly requested, skip for CLI - shouldTryParallel = forceParallel || (isMCP && !isCLI); - } - if (shouldTryParallel) { - await tryInitParallel(config); - } - } - catch (e) { - loadError = new Error(`Failed to initialize ONNX embedder: ${e.message}`); - throw loadError; - } - })(); - await loadPromise; - return isInitialized; -} -/** - * Generate embedding for text - */ -async function embed(text) { - if (!isInitialized) { - await initOnnxEmbedder(); - } - if (!embedder) { - throw new Error('ONNX embedder not initialized'); - } - const start = performance.now(); - const embedding = embedder.embedOne(text); - const timeMs = performance.now() - start; - return { - embedding: Array.from(embedding), - dimension: embedding.length, - timeMs, - }; -} -/** - * Generate embeddings for multiple texts - * Uses parallel workers automatically for batches >= parallelThreshold - */ -async function embedBatch(texts) { - if (!isInitialized) { - await initOnnxEmbedder(); - } - if (!embedder) { - throw new Error('ONNX embedder not initialized'); - } - const start = performance.now(); - // Use parallel workers for large batches - if (parallelEnabled && parallelEmbedder && texts.length >= parallelThreshold) { - const batchResults = await parallelEmbedder.embedBatch(texts); - const totalTime = performance.now() - start; - const dimension = parallelEmbedder.dimension || 384; - return batchResults.map((emb) => ({ - embedding: Array.from(emb), - dimension, - timeMs: totalTime / texts.length, - })); - } - // Sequential fallback - const batchEmbeddings = embedder.embedBatch(texts); - const totalTime = performance.now() - start; - const dimension = embedder.dimension(); - const results = []; - for (let i = 0; i < texts.length; i++) { - const embedding = batchEmbeddings.slice(i * dimension, (i + 1) * dimension); - results.push({ - embedding: Array.from(embedding), - dimension, - timeMs: totalTime / texts.length, - }); - } - return results; -} -/** - * Calculate cosine similarity between two texts - */ -async function similarity(text1, text2) { - if (!isInitialized) { - await initOnnxEmbedder(); - } - if (!embedder) { - throw new Error('ONNX embedder not initialized'); - } - const start = performance.now(); - const sim = embedder.similarity(text1, text2); - const timeMs = performance.now() - start; - return { similarity: sim, timeMs }; -} -/** - * Calculate cosine similarity between two embeddings - */ -function cosineSimilarity(a, b) { - if (a.length !== b.length) { - throw new Error('Embeddings must have same dimension'); - } - let dotProduct = 0; - let normA = 0; - let normB = 0; - for (let i = 0; i < a.length; i++) { - dotProduct += a[i] * b[i]; - normA += a[i] * a[i]; - normB += b[i] * b[i]; - } - const magnitude = Math.sqrt(normA) * Math.sqrt(normB); - return magnitude === 0 ? 0 : dotProduct / magnitude; -} -/** - * Get embedding dimension - */ -function getDimension() { - return embedder ? embedder.dimension() : 384; -} -/** - * Check if embedder is ready - */ -function isReady() { - return isInitialized; -} -/** - * Get embedder stats including SIMD and parallel capabilities - */ -function getStats() { - return { - ready: isInitialized, - dimension: embedder ? embedder.dimension() : 384, - model: DEFAULT_MODEL, - simd: simdAvailable, - parallel: parallelEnabled, - parallelWorkers: parallelEmbedder?.numWorkers || 0, - parallelThreshold, - }; -} -/** - * Shutdown parallel workers (call on exit) - */ -async function shutdown() { - if (parallelEmbedder) { - await parallelEmbedder.shutdown(); - parallelEmbedder = null; - parallelEnabled = false; - } -} -// Export class wrapper for compatibility -class OnnxEmbedder { - constructor(config = {}) { - this.config = config; - } - async init() { - return initOnnxEmbedder(this.config); - } - async embed(text) { - const result = await embed(text); - return result.embedding; - } - async embedBatch(texts) { - const results = await embedBatch(texts); - return results.map(r => r.embedding); - } - async similarity(text1, text2) { - const result = await similarity(text1, text2); - return result.similarity; - } - get dimension() { - return getDimension(); - } - get ready() { - return isReady(); - } -} -exports.OnnxEmbedder = OnnxEmbedder; -exports.default = OnnxEmbedder; -//# sourceMappingURL=onnx-embedder.js.map \ No newline at end of file diff --git a/npm/packages/ruvector/src/core/onnx-embedder.js.map b/npm/packages/ruvector/src/core/onnx-embedder.js.map deleted file mode 100644 index b3de5d1fe7..0000000000 --- a/npm/packages/ruvector/src/core/onnx-embedder.js.map +++ /dev/null @@ -1 +0,0 @@ -{"version":3,"file":"onnx-embedder.js","sourceRoot":"","sources":["onnx-embedder.ts"],"names":[],"mappings":";AAAA;;;;;;;;;;;;;;GAcG;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;AAmFH,0CAOC;AAgED,4CA+FC;AAKD,sBAiBC;AAMD,gCAwCC;AAKD,gCAaC;AAKD,4CAiBC;AAKD,oCAEC;AAKD,0BAEC;AAKD,4BAkBC;AAKD,4BAMC;AAnZD,2CAA6B;AAC7B,uCAAyB;AACzB,6BAAoC;AACpC,mCAAuC;AAQvC,kFAAkF;AAClF,oFAAoF;AACpF,IAAI,OAAO,UAAU,KAAK,WAAW,IAAI,CAAC,UAAU,CAAC,kBAAkB,EAAE,CAAC;IACxE,IAAI,CAAC;QACH,oDAAoD;QACpD,UAAU,CAAC,kBAAkB,GAAG,IAAA,sBAAa,EAAC,UAAU,CAAC,CAAC;IAC5D,CAAC;IAAC,MAAM,CAAC;QACP,oDAAoD;QACpD,IAAI,CAAC;YACH,UAAU,CAAC,kBAAkB,GAAG,OAAO,CAAC;QAC1C,CAAC;QAAC,MAAM,CAAC;YACP,oEAAoE;QACtE,CAAC;IACH,CAAC;AACH,CAAC;AAED,yEAAyE;AACzE,8DAA8D;AAC9D,MAAM,aAAa,GAAG,IAAI,QAAQ,CAAC,WAAW,EAAE,0BAA0B,CAAwC,CAAC;AAqBnH,uBAAuB;AACvB,IAAI,aAAa,GAAG,KAAK,CAAC;AAC1B,IAAI,iBAAiB,GAAG,KAAK,CAAC;AAa9B,2BAA2B;AAC3B,IAAI,UAAU,GAAQ,IAAI,CAAC;AAC3B,IAAI,QAAQ,GAAQ,IAAI,CAAC;AACzB,IAAI,gBAAgB,GAAQ,IAAI,CAAC;AACjC,IAAI,SAAS,GAAiB,IAAI,CAAC;AACnC,IAAI,WAAW,GAAyB,IAAI,CAAC;AAC7C,IAAI,aAAa,GAAG,KAAK,CAAC;AAC1B,IAAI,eAAe,GAAG,KAAK,CAAC;AAC5B,IAAI,iBAAiB,GAAG,CAAC,CAAC;AAE1B,gBAAgB;AAChB,MAAM,aAAa,GAAG,kBAAkB,CAAC;AAEzC;;GAEG;AACH,SAAgB,eAAe;IAC7B,IAAI,CAAC;QACH,MAAM,OAAO,GAAG,IAAI,CAAC,IAAI,CAAC,SAAS,EAAE,MAAM,EAAE,KAAK,EAAE,kCAAkC,CAAC,CAAC;QACxF,OAAO,EAAE,CAAC,UAAU,CAAC,OAAO,CAAC,CAAC;IAChC,CAAC;IAAC,MAAM,CAAC;QACP,OAAO,KAAK,CAAC;IACf,CAAC;AACH,CAAC;AAED;;GAEG;AACH,KAAK,UAAU,uBAAuB;IACpC,IAAI,CAAC;QACH,MAAM,aAAa,CAAC,wCAAwC,CAAC,CAAC;QAC9D,iBAAiB,GAAG,IAAI,CAAC;QACzB,OAAO,IAAI,CAAC;IACd,CAAC;IAAC,MAAM,CAAC;QACP,iBAAiB,GAAG,KAAK,CAAC;QAC1B,OAAO,KAAK,CAAC;IACf,CAAC;AACH,CAAC;AAED;;GAEG;AACH,SAAS,UAAU;IACjB,IAAI,CAAC;QACH,IAAI,UAAU,IAAI,OAAO,UAAU,CAAC,cAAc,KAAK,UAAU,EAAE,CAAC;YAClE,aAAa,GAAG,UAAU,CAAC,cAAc,EAAE,CAAC;YAC5C,OAAO,aAAa,CAAC;QACvB,CAAC;IACH,CAAC;IAAC,MAAM,CAAC,CAAA,CAAC;IACV,OAAO,KAAK,CAAC;AACf,CAAC;AAED;;GAEG;AACH,KAAK,UAAU,eAAe,CAAC,MAA0B;IACvD,8BAA8B;IAC9B,IAAI,MAAM,CAAC,cAAc,KAAK,KAAK;QAAE,OAAO,KAAK,CAAC;IAElD,wCAAwC;IACxC,IAAI,CAAC;QACH,MAAM,cAAc,GAAG,MAAM,aAAa,CAAC,wCAAwC,CAAC,CAAC;QACrF,MAAM,EAAE,gBAAgB,EAAE,GAAG,cAAc,CAAC;QAE5C,gBAAgB,GAAG,IAAI,gBAAgB,CAAC;YACtC,UAAU,EAAE,MAAM,CAAC,UAAU;SAC9B,CAAC,CAAC;QACH,MAAM,gBAAgB,CAAC,IAAI,CAAC,MAAM,CAAC,OAAO,IAAI,aAAa,CAAC,CAAC;QAE7D,iBAAiB,GAAG,MAAM,CAAC,iBAAiB,IAAI,CAAC,CAAC;QAClD,eAAe,GAAG,IAAI,CAAC;QACvB,iBAAiB,GAAG,IAAI,CAAC;QACzB,OAAO,CAAC,KAAK,CAAC,4BAA4B,gBAAgB,CAAC,UAAU,mBAAmB,aAAa,EAAE,CAAC,CAAC;QACzG,OAAO,IAAI,CAAC;IACd,CAAC;IAAC,OAAO,CAAM,EAAE,CAAC;QAChB,iBAAiB,GAAG,KAAK,CAAC;QAC1B,IAAI,MAAM,CAAC,cAAc,KAAK,IAAI,EAAE,CAAC;YACnC,oCAAoC;YACpC,OAAO,CAAC,KAAK,CAAC,oCAAoC,CAAC,CAAC,OAAO,EAAE,CAAC,CAAC;QACjE,CAAC;QACD,OAAO,KAAK,CAAC;IACf,CAAC;AACH,CAAC;AAED;;GAEG;AACI,KAAK,UAAU,gBAAgB,CAAC,SAA6B,EAAE;IACpE,IAAI,aAAa;QAAE,OAAO,IAAI,CAAC;IAC/B,IAAI,SAAS;QAAE,MAAM,SAAS,CAAC;IAC/B,IAAI,WAAW,EAAE,CAAC;QAChB,MAAM,WAAW,CAAC;QAClB,OAAO,aAAa,CAAC;IACvB,CAAC;IAED,WAAW,GAAG,CAAC,KAAK,IAAI,EAAE;QACxB,IAAI,CAAC;YACH,8BAA8B;YAC9B,MAAM,OAAO,GAAG,IAAI,CAAC,IAAI,CAAC,SAAS,EAAE,MAAM,EAAE,KAAK,EAAE,kCAAkC,CAAC,CAAC;YACxF,MAAM,UAAU,GAAG,IAAI,CAAC,IAAI,CAAC,SAAS,EAAE,MAAM,EAAE,WAAW,CAAC,CAAC;YAE7D,IAAI,CAAC,EAAE,CAAC,UAAU,CAAC,OAAO,CAAC,EAAE,CAAC;gBAC5B,MAAM,IAAI,KAAK,CAAC,8DAA8D,CAAC,CAAC;YAClF,CAAC;YAED,mFAAmF;YACnF,MAAM,MAAM,GAAG,IAAA,mBAAa,EAAC,OAAO,CAAC,CAAC,IAAI,CAAC;YAC3C,MAAM,SAAS,GAAG,IAAA,mBAAa,EAAC,UAAU,CAAC,CAAC,IAAI,CAAC;YAEjD,uDAAuD;YACvD,UAAU,GAAG,MAAM,aAAa,CAAC,MAAM,CAAC,CAAC;YAEzC,gDAAgD;YAChD,MAAM,QAAQ,GAAG,IAAI,CAAC,IAAI,CAAC,SAAS,EAAE,MAAM,EAAE,KAAK,EAAE,uCAAuC,CAAC,CAAC;YAC9F,IAAI,UAAU,CAAC,OAAO,IAAI,OAAO,UAAU,CAAC,OAAO,KAAK,UAAU,EAAE,CAAC;gBACnE,yDAAyD;gBACzD,MAAM,SAAS,GAAG,EAAE,CAAC,YAAY,CAAC,QAAQ,CAAC,CAAC;gBAC5C,MAAM,UAAU,CAAC,OAAO,CAAC,SAAS,CAAC,CAAC;YACtC,CAAC;YAED,MAAM,YAAY,GAAG,MAAM,aAAa,CAAC,SAAS,CAAC,CAAC;YACpD,MAAM,EAAE,WAAW,EAAE,GAAG,YAAY,CAAC;YAErC,mCAAmC;YACnC,MAAM,WAAW,GAAG,IAAI,WAAW,CAAC;gBAClC,KAAK,EAAE,IAAI;gBACX,QAAQ,EAAE,MAAM,CAAC,QAAQ,IAAI,IAAI,CAAC,IAAI,CAAC,OAAO,CAAC,GAAG,CAAC,IAAI,IAAI,MAAM,EAAE,WAAW,EAAE,QAAQ,CAAC;aAC1F,CAAC,CAAC;YAEH,uDAAuD;YACvD,MAAM,OAAO,GAAG,MAAM,CAAC,OAAO,IAAI,aAAa,CAAC;YAChD,OAAO,CAAC,KAAK,CAAC,uBAAuB,OAAO,KAAK,CAAC,CAAC;YAEnD,MAAM,EAAE,UAAU,EAAE,aAAa,EAAE,MAAM,EAAE,WAAW,EAAE,GAAG,MAAM,WAAW,CAAC,SAAS,CAAC,OAAO,CAAC,CAAC;YAEhG,8BAA8B;YAC9B,MAAM,cAAc,GAAG,IAAI,UAAU,CAAC,kBAAkB,EAAE;iBACvD,YAAY,CAAC,MAAM,CAAC,SAAS,IAAI,WAAW,CAAC,SAAS,IAAI,GAAG,CAAC;iBAC9D,YAAY,CAAC,MAAM,CAAC,SAAS,KAAK,KAAK,CAAC;iBACxC,UAAU,CAAC,CAAC,CAAC,CAAC,CAAC,eAAe;YAEjC,QAAQ,GAAG,UAAU,CAAC,YAAY,CAAC,UAAU,CAAC,UAAU,EAAE,aAAa,EAAE,cAAc,CAAC,CAAC;YAEzF,yBAAyB;YACzB,UAAU,EAAE,CAAC;YACb,OAAO,CAAC,KAAK,CAAC,wBAAwB,QAAQ,CAAC,SAAS,EAAE,YAAY,aAAa,EAAE,CAAC,CAAC;YAEvF,aAAa,GAAG,IAAI,CAAC;YAErB,8CAA8C;YAC9C,wBAAwB;YACxB,wBAAwB;YACxB,qFAAqF;YACrF,IAAI,iBAAiB,GAAG,KAAK,CAAC;YAC9B,IAAI,MAAM,CAAC,cAAc,KAAK,IAAI,EAAE,CAAC;gBACnC,iBAAiB,GAAG,IAAI,CAAC;YAC3B,CAAC;iBAAM,IAAI,MAAM,CAAC,cAAc,KAAK,KAAK,EAAE,CAAC;gBAC3C,iBAAiB,GAAG,KAAK,CAAC;YAC5B,CAAC;iBAAM,CAAC;gBACN,oEAAoE;gBACpE,MAAM,KAAK,GAAG,OAAO,CAAC,IAAI,CAAC,CAAC,CAAC,EAAE,QAAQ,CAAC,QAAQ,CAAC;oBACnC,OAAO,CAAC,IAAI,CAAC,CAAC,CAAC,EAAE,QAAQ,CAAC,cAAc,CAAC;oBACzC,OAAO,CAAC,GAAG,CAAC,YAAY,KAAK,GAAG,CAAC;gBAC/C,MAAM,KAAK,GAAG,OAAO,CAAC,GAAG,CAAC,UAAU,KAAK,GAAG;oBAC9B,OAAO,CAAC,IAAI,CAAC,IAAI,CAAC,CAAC,CAAC,EAAE,CAAC,CAAC,CAAC,QAAQ,CAAC,KAAK,CAAC,CAAC,CAAC;gBACxD,MAAM,aAAa,GAAG,OAAO,CAAC,GAAG,CAAC,iBAAiB,KAAK,GAAG,CAAC;gBAE5D,2EAA2E;gBAC3E,iBAAiB,GAAG,aAAa,IAAI,CAAC,KAAK,IAAI,CAAC,KAAK,CAAC,CAAC;YACzD,CAAC;YAED,IAAI,iBAAiB,EAAE,CAAC;gBACtB,MAAM,eAAe,CAAC,MAAM,CAAC,CAAC;YAChC,CAAC;QACH,CAAC;QAAC,OAAO,CAAM,EAAE,CAAC;YAChB,SAAS,GAAG,IAAI,KAAK,CAAC,uCAAuC,CAAC,CAAC,OAAO,EAAE,CAAC,CAAC;YAC1E,MAAM,SAAS,CAAC;QAClB,CAAC;IACH,CAAC,CAAC,EAAE,CAAC;IAEL,MAAM,WAAW,CAAC;IAClB,OAAO,aAAa,CAAC;AACvB,CAAC;AAED;;GAEG;AACI,KAAK,UAAU,KAAK,CAAC,IAAY;IACtC,IAAI,CAAC,aAAa,EAAE,CAAC;QACnB,MAAM,gBAAgB,EAAE,CAAC;IAC3B,CAAC;IACD,IAAI,CAAC,QAAQ,EAAE,CAAC;QACd,MAAM,IAAI,KAAK,CAAC,+BAA+B,CAAC,CAAC;IACnD,CAAC;IAED,MAAM,KAAK,GAAG,WAAW,CAAC,GAAG,EAAE,CAAC;IAChC,MAAM,SAAS,GAAG,QAAQ,CAAC,QAAQ,CAAC,IAAI,CAAC,CAAC;IAC1C,MAAM,MAAM,GAAG,WAAW,CAAC,GAAG,EAAE,GAAG,KAAK,CAAC;IAEzC,OAAO;QACL,SAAS,EAAE,KAAK,CAAC,IAAI,CAAC,SAAS,CAAC;QAChC,SAAS,EAAE,SAAS,CAAC,MAAM;QAC3B,MAAM;KACP,CAAC;AACJ,CAAC;AAED;;;GAGG;AACI,KAAK,UAAU,UAAU,CAAC,KAAe;IAC9C,IAAI,CAAC,aAAa,EAAE,CAAC;QACnB,MAAM,gBAAgB,EAAE,CAAC;IAC3B,CAAC;IACD,IAAI,CAAC,QAAQ,EAAE,CAAC;QACd,MAAM,IAAI,KAAK,CAAC,+BAA+B,CAAC,CAAC;IACnD,CAAC;IAED,MAAM,KAAK,GAAG,WAAW,CAAC,GAAG,EAAE,CAAC;IAEhC,yCAAyC;IACzC,IAAI,eAAe,IAAI,gBAAgB,IAAI,KAAK,CAAC,MAAM,IAAI,iBAAiB,EAAE,CAAC;QAC7E,MAAM,YAAY,GAAG,MAAM,gBAAgB,CAAC,UAAU,CAAC,KAAK,CAAC,CAAC;QAC9D,MAAM,SAAS,GAAG,WAAW,CAAC,GAAG,EAAE,GAAG,KAAK,CAAC;QAC5C,MAAM,SAAS,GAAG,gBAAgB,CAAC,SAAS,IAAI,GAAG,CAAC;QAEpD,OAAO,YAAY,CAAC,GAAG,CAAC,CAAC,GAAa,EAAE,EAAE,CAAC,CAAC;YAC1C,SAAS,EAAE,KAAK,CAAC,IAAI,CAAC,GAAG,CAAC;YAC1B,SAAS;YACT,MAAM,EAAE,SAAS,GAAG,KAAK,CAAC,MAAM;SACjC,CAAC,CAAC,CAAC;IACN,CAAC;IAED,sBAAsB;IACtB,MAAM,eAAe,GAAG,QAAQ,CAAC,UAAU,CAAC,KAAK,CAAC,CAAC;IACnD,MAAM,SAAS,GAAG,WAAW,CAAC,GAAG,EAAE,GAAG,KAAK,CAAC;IAE5C,MAAM,SAAS,GAAG,QAAQ,CAAC,SAAS,EAAE,CAAC;IACvC,MAAM,OAAO,GAAsB,EAAE,CAAC;IAEtC,KAAK,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,KAAK,CAAC,MAAM,EAAE,CAAC,EAAE,EAAE,CAAC;QACtC,MAAM,SAAS,GAAG,eAAe,CAAC,KAAK,CAAC,CAAC,GAAG,SAAS,EAAE,CAAC,CAAC,GAAG,CAAC,CAAC,GAAG,SAAS,CAAC,CAAC;QAC5E,OAAO,CAAC,IAAI,CAAC;YACX,SAAS,EAAE,KAAK,CAAC,IAAI,CAAC,SAAS,CAAC;YAChC,SAAS;YACT,MAAM,EAAE,SAAS,GAAG,KAAK,CAAC,MAAM;SACjC,CAAC,CAAC;IACL,CAAC;IAED,OAAO,OAAO,CAAC;AACjB,CAAC;AAED;;GAEG;AACI,KAAK,UAAU,UAAU,CAAC,KAAa,EAAE,KAAa;IAC3D,IAAI,CAAC,aAAa,EAAE,CAAC;QACnB,MAAM,gBAAgB,EAAE,CAAC;IAC3B,CAAC;IACD,IAAI,CAAC,QAAQ,EAAE,CAAC;QACd,MAAM,IAAI,KAAK,CAAC,+BAA+B,CAAC,CAAC;IACnD,CAAC;IAED,MAAM,KAAK,GAAG,WAAW,CAAC,GAAG,EAAE,CAAC;IAChC,MAAM,GAAG,GAAG,QAAQ,CAAC,UAAU,CAAC,KAAK,EAAE,KAAK,CAAC,CAAC;IAC9C,MAAM,MAAM,GAAG,WAAW,CAAC,GAAG,EAAE,GAAG,KAAK,CAAC;IAEzC,OAAO,EAAE,UAAU,EAAE,GAAG,EAAE,MAAM,EAAE,CAAC;AACrC,CAAC;AAED;;GAEG;AACH,SAAgB,gBAAgB,CAAC,CAAW,EAAE,CAAW;IACvD,IAAI,CAAC,CAAC,MAAM,KAAK,CAAC,CAAC,MAAM,EAAE,CAAC;QAC1B,MAAM,IAAI,KAAK,CAAC,qCAAqC,CAAC,CAAC;IACzD,CAAC;IAED,IAAI,UAAU,GAAG,CAAC,CAAC;IACnB,IAAI,KAAK,GAAG,CAAC,CAAC;IACd,IAAI,KAAK,GAAG,CAAC,CAAC;IAEd,KAAK,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,CAAC,CAAC,MAAM,EAAE,CAAC,EAAE,EAAE,CAAC;QAClC,UAAU,IAAI,CAAC,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,CAAC,CAAC;QAC1B,KAAK,IAAI,CAAC,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,CAAC,CAAC;QACrB,KAAK,IAAI,CAAC,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,CAAC,CAAC;IACvB,CAAC;IAED,MAAM,SAAS,GAAG,IAAI,CAAC,IAAI,CAAC,KAAK,CAAC,GAAG,IAAI,CAAC,IAAI,CAAC,KAAK,CAAC,CAAC;IACtD,OAAO,SAAS,KAAK,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,UAAU,GAAG,SAAS,CAAC;AACtD,CAAC;AAED;;GAEG;AACH,SAAgB,YAAY;IAC1B,OAAO,QAAQ,CAAC,CAAC,CAAC,QAAQ,CAAC,SAAS,EAAE,CAAC,CAAC,CAAC,GAAG,CAAC;AAC/C,CAAC;AAED;;GAEG;AACH,SAAgB,OAAO;IACrB,OAAO,aAAa,CAAC;AACvB,CAAC;AAED;;GAEG;AACH,SAAgB,QAAQ;IAStB,OAAO;QACL,KAAK,EAAE,aAAa;QACpB,SAAS,EAAE,QAAQ,CAAC,CAAC,CAAC,QAAQ,CAAC,SAAS,EAAE,CAAC,CAAC,CAAC,GAAG;QAChD,KAAK,EAAE,aAAa;QACpB,IAAI,EAAE,aAAa;QACnB,QAAQ,EAAE,eAAe;QACzB,eAAe,EAAE,gBAAgB,EAAE,UAAU,IAAI,CAAC;QAClD,iBAAiB;KAClB,CAAC;AACJ,CAAC;AAED;;GAEG;AACI,KAAK,UAAU,QAAQ;IAC5B,IAAI,gBAAgB,EAAE,CAAC;QACrB,MAAM,gBAAgB,CAAC,QAAQ,EAAE,CAAC;QAClC,gBAAgB,GAAG,IAAI,CAAC;QACxB,eAAe,GAAG,KAAK,CAAC;IAC1B,CAAC;AACH,CAAC;AAED,yCAAyC;AACzC,MAAa,YAAY;IAGvB,YAAY,SAA6B,EAAE;QACzC,IAAI,CAAC,MAAM,GAAG,MAAM,CAAC;IACvB,CAAC;IAED,KAAK,CAAC,IAAI;QACR,OAAO,gBAAgB,CAAC,IAAI,CAAC,MAAM,CAAC,CAAC;IACvC,CAAC;IAED,KAAK,CAAC,KAAK,CAAC,IAAY;QACtB,MAAM,MAAM,GAAG,MAAM,KAAK,CAAC,IAAI,CAAC,CAAC;QACjC,OAAO,MAAM,CAAC,SAAS,CAAC;IAC1B,CAAC;IAED,KAAK,CAAC,UAAU,CAAC,KAAe;QAC9B,MAAM,OAAO,GAAG,MAAM,UAAU,CAAC,KAAK,CAAC,CAAC;QACxC,OAAO,OAAO,CAAC,GAAG,CAAC,CAAC,CAAC,EAAE,CAAC,CAAC,CAAC,SAAS,CAAC,CAAC;IACvC,CAAC;IAED,KAAK,CAAC,UAAU,CAAC,KAAa,EAAE,KAAa;QAC3C,MAAM,MAAM,GAAG,MAAM,UAAU,CAAC,KAAK,EAAE,KAAK,CAAC,CAAC;QAC9C,OAAO,MAAM,CAAC,UAAU,CAAC;IAC3B,CAAC;IAED,IAAI,SAAS;QACX,OAAO,YAAY,EAAE,CAAC;IACxB,CAAC;IAED,IAAI,KAAK;QACP,OAAO,OAAO,EAAE,CAAC;IACnB,CAAC;CACF;AAjCD,oCAiCC;AAED,kBAAe,YAAY,CAAC"} \ No newline at end of file diff --git a/npm/packages/ruvector/src/core/onnx-embedder.ts b/npm/packages/ruvector/src/core/onnx-embedder.ts index e48b108541..4611b2d16a 100644 --- a/npm/packages/ruvector/src/core/onnx-embedder.ts +++ b/npm/packages/ruvector/src/core/onnx-embedder.ts @@ -89,11 +89,24 @@ let isInitialized = false; let parallelEnabled = false; let parallelThreshold = 4; +// Captured at init so the bundled worker pool can reuse the loaded model bytes +// (shared to workers via SharedArrayBuffer) instead of re-downloading per worker. +let loadedModelBytes: Uint8Array | null = null; +let loadedTokenizerJson: string | null = null; +let loadedMaxLength = 256; +let bundledPool: any = null; + // Default model const DEFAULT_MODEL = 'all-MiniLM-L6-v2'; /** - * Check if ONNX embedder is available (bundled files exist) + * Check if the ONNX embedder is *available* — i.e. the bundled WASM files are + * present and the embedder can be initialized. + * + * NOTE: This is a capability check, NOT a readiness check. It returns `true` + * before `initOnnxEmbedder()` has run (so callers can decide whether to init). + * To check whether the model has actually been loaded, use `isOnnxInitialized()` + * or `isReady()`. See https://github.com/ruvnet/RuVector/issues/523. */ export function isOnnxAvailable(): boolean { try { @@ -138,7 +151,7 @@ async function tryInitParallel(config: OnnxEmbedderConfig): Promise { // Skip if explicitly disabled if (config.enableParallel === false) return false; - // For 'auto' or true, try to initialize + // 1) Optional external package (back-compat). Absent by default. try { const parallelModule = await dynamicImport('ruvector-onnx-embeddings-wasm/parallel'); const { ParallelEmbedder } = parallelModule; @@ -151,14 +164,43 @@ async function tryInitParallel(config: OnnxEmbedderConfig): Promise { parallelThreshold = config.parallelThreshold || 4; parallelEnabled = true; parallelAvailable = true; - console.error(`Parallel embedder ready: ${parallelEmbedder.numWorkers} workers, SIMD: ${simdAvailable}`); + console.error(`Parallel embedder ready (external): ${parallelEmbedder.numWorkers} workers, SIMD: ${simdAvailable}`); return true; - } catch (e: any) { + } catch { + // External package not installed — fall through to the bundled pool. + } + + // 2) Bundled, zero-dependency worker pool over the already-loaded model bytes. + // Opt-in only (enableParallel === true) so the default/'auto' path does not + // silently spawn worker threads for existing callers. Vectors are identical + // to the single-thread path (issue #523). + if (config.enableParallel !== true) { parallelAvailable = false; - if (config.enableParallel === true) { - // Only warn if explicitly requested - console.error(`Parallel embedder not available: ${e.message}`); + return false; + } + try { + if (!loadedModelBytes || !loadedTokenizerJson) { + throw new Error('model bytes unavailable for bundled pool'); } + const poolUrl = pathToFileURL(path.join(__dirname, 'onnx', 'bundled-parallel.mjs')).href; + const { ParallelEmbedder } = await dynamicImport(poolUrl); + const pool = new ParallelEmbedder({ + modelBytes: loadedModelBytes, + tokenizerJson: loadedTokenizerJson, + maxLength: loadedMaxLength, + dimension: embedder ? embedder.dimension() : 384, + numWorkers: config.numWorkers, + }); + await pool.init(); + parallelEmbedder = pool; + parallelThreshold = config.parallelThreshold || 4; + parallelEnabled = true; + parallelAvailable = true; + console.error(`Parallel embedder ready (bundled): ${pool.numWorkers} workers, SIMD: ${simdAvailable}`); + return true; + } catch (e: any) { + parallelAvailable = false; + console.error(`Parallel embedder not available: ${e.message}`); return false; } } @@ -217,6 +259,11 @@ export async function initOnnxEmbedder(config: OnnxEmbedderConfig = {}): Promise const { modelBytes, tokenizerJson, config: modelConfig } = await modelLoader.loadModel(modelId); + // Retain for the bundled parallel worker pool (see initParallelEmbedder). + loadedModelBytes = modelBytes; + loadedTokenizerJson = tokenizerJson; + loadedMaxLength = config.maxLength || modelConfig.maxLength || 256; + // Create embedder with config const embedderConfig = new wasmModule.WasmEmbedderConfig() .setMaxLength(config.maxLength || modelConfig.maxLength || 256) @@ -382,12 +429,28 @@ export function getDimension(): number { } /** - * Check if embedder is ready + * Check if the embedder has been initialized (model loaded) and is ready to + * embed. Returns `false` until `initOnnxEmbedder()` (or the first `embed()`, + * which auto-initializes) has completed successfully. */ export function isReady(): boolean { return isInitialized; } +/** + * Whether the ONNX embedder has been initialized (model loaded). + * + * Post-init counterpart to `isOnnxAvailable()` (which only checks that the + * bundled files exist). Named distinctly from the WASM-core `isInitialized()` + * export to avoid a barrel name collision. Equivalent to `isReady()`; provided + * as a self-documenting gate so callers can distinguish "bundled" (available) + * from "loaded" (initialized). See + * https://github.com/ruvnet/RuVector/issues/523. + */ +export function isOnnxInitialized(): boolean { + return isInitialized; +} + /** * Get embedder stats including SIMD and parallel capabilities */ @@ -420,6 +483,57 @@ export async function shutdown(): Promise { parallelEmbedder = null; parallelEnabled = false; } + await shutdownParallelEmbedder(); +} + +/** + * Initialize the bundled-WASM worker pool for high-throughput batch embedding + * (issue #523 SOTA). Self-contained — uses Node worker_threads + the bundled + * WASM over SharedArrayBuffer model bytes, no external dependency. Vectors are + * identical to the single-thread path (cosine-equivalent). + * + * @param numWorkers number of worker threads (default: min(cpus-2, 16)) + */ +export async function initParallelEmbedder(numWorkers?: number): Promise { + if (bundledPool) return true; + if (!isInitialized) await initOnnxEmbedder(); + if (!loadedModelBytes || !loadedTokenizerJson) { + throw new Error('Model bytes unavailable; cannot start parallel embedder.'); + } + const poolUrl = pathToFileURL(path.join(__dirname, 'onnx', 'bundled-parallel.mjs')).href; + const { ParallelEmbedder } = await dynamicImport(poolUrl); + const pool = new ParallelEmbedder({ + modelBytes: loadedModelBytes, + tokenizerJson: loadedTokenizerJson, + maxLength: loadedMaxLength, + dimension: getDimension(), + numWorkers, + }); + await pool.init(); + bundledPool = pool; + return true; +} + +/** + * Batch-embed via the bundled worker pool, sharded across CPU cores. Lazily + * starts the pool on first use. Returns embeddings in input order. + */ +export async function embedBatchParallel(texts: string[]): Promise { + if (!bundledPool) await initParallelEmbedder(); + return bundledPool.embedBatch(texts); +} + +/** Number of active pool workers (0 if the pool isn't started). */ +export function getParallelWorkerCount(): number { + return bundledPool ? bundledPool.numWorkers : 0; +} + +/** Shut down the bundled worker pool and release its threads. */ +export async function shutdownParallelEmbedder(): Promise { + if (bundledPool) { + await bundledPool.shutdown(); + bundledPool = null; + } } // Export class wrapper for compatibility diff --git a/npm/packages/ruvector/src/core/onnx-optimized.d.ts b/npm/packages/ruvector/src/core/onnx-optimized.d.ts deleted file mode 100644 index 4ccaff122c..0000000000 --- a/npm/packages/ruvector/src/core/onnx-optimized.d.ts +++ /dev/null @@ -1,109 +0,0 @@ -/** - * Optimized ONNX Embedder for RuVector - * - * Performance optimizations: - * 1. TOKENIZER CACHING - Cache tokenization results (~10-20ms savings per repeat) - * 2. EMBEDDING LRU CACHE - Full embedding cache with configurable size - * 3. QUANTIZED MODELS - INT8/FP16 models for 2-4x speedup - * 4. LAZY INITIALIZATION - Defer model loading until first use - * 5. DYNAMIC BATCHING - Optimize batch sizes based on input - * 6. MEMORY OPTIMIZATION - Float32Array for all operations - * - * Usage: - * const embedder = new OptimizedOnnxEmbedder({ cacheSize: 1000 }); - * await embedder.init(); - * const embedding = await embedder.embed("Hello world"); - */ -export interface OptimizedOnnxConfig { - /** Model to use (default: 'all-MiniLM-L6-v2') */ - modelId?: string; - /** Use quantized model if available (default: true) */ - useQuantized?: boolean; - /** Quantization type: 'fp16' | 'int8' | 'dynamic' */ - quantization?: 'fp16' | 'int8' | 'dynamic' | 'none'; - /** Max input length (default: 256) */ - maxLength?: number; - /** Embedding cache size (default: 512) */ - cacheSize?: number; - /** Tokenizer cache size (default: 256) */ - tokenizerCacheSize?: number; - /** Enable lazy initialization (default: true) */ - lazyInit?: boolean; - /** Batch size for dynamic batching (default: 32) */ - batchSize?: number; - /** Minimum texts to trigger batching (default: 4) */ - batchThreshold?: number; -} -export declare class OptimizedOnnxEmbedder { - private config; - private wasmModule; - private embedder; - private initialized; - private initPromise; - private embeddingCache; - private tokenizerCache; - private totalEmbeds; - private totalTimeMs; - private dimension; - constructor(config?: OptimizedOnnxConfig); - /** - * Initialize the embedder (loads model) - */ - init(): Promise; - private doInit; - /** - * Embed a single text with caching - */ - embed(text: string): Promise; - /** - * Embed multiple texts with batching and caching - */ - embedBatch(texts: string[]): Promise; - /** - * Calculate similarity between two texts - */ - similarity(text1: string, text2: string): Promise; - /** - * Fast cosine similarity with loop unrolling - */ - cosineSimilarity(a: Float32Array, b: Float32Array): number; - /** - * Get cache statistics - */ - getCacheStats(): { - embedding: { - hits: number; - misses: number; - hitRate: number; - size: number; - }; - tokenizer: { - hits: number; - misses: number; - hitRate: number; - size: number; - }; - avgTimeMs: number; - totalEmbeds: number; - }; - /** - * Clear all caches - */ - clearCache(): void; - /** - * Get embedding dimension - */ - getDimension(): number; - /** - * Check if initialized - */ - isReady(): boolean; - /** - * Get configuration - */ - getConfig(): Required; -} -export declare function getOptimizedOnnxEmbedder(config?: OptimizedOnnxConfig): OptimizedOnnxEmbedder; -export declare function initOptimizedOnnx(config?: OptimizedOnnxConfig): Promise; -export default OptimizedOnnxEmbedder; -//# sourceMappingURL=onnx-optimized.d.ts.map \ No newline at end of file diff --git a/npm/packages/ruvector/src/core/onnx-optimized.d.ts.map b/npm/packages/ruvector/src/core/onnx-optimized.d.ts.map deleted file mode 100644 index c5763cab17..0000000000 --- a/npm/packages/ruvector/src/core/onnx-optimized.d.ts.map +++ /dev/null @@ -1 +0,0 @@ -{"version":3,"file":"onnx-optimized.d.ts","sourceRoot":"","sources":["onnx-optimized.ts"],"names":[],"mappings":"AAAA;;;;;;;;;;;;;;;GAeG;AAcH,MAAM,WAAW,mBAAmB;IAClC,iDAAiD;IACjD,OAAO,CAAC,EAAE,MAAM,CAAC;IACjB,uDAAuD;IACvD,YAAY,CAAC,EAAE,OAAO,CAAC;IACvB,qDAAqD;IACrD,YAAY,CAAC,EAAE,MAAM,GAAG,MAAM,GAAG,SAAS,GAAG,MAAM,CAAC;IACpD,sCAAsC;IACtC,SAAS,CAAC,EAAE,MAAM,CAAC;IACnB,0CAA0C;IAC1C,SAAS,CAAC,EAAE,MAAM,CAAC;IACnB,0CAA0C;IAC1C,kBAAkB,CAAC,EAAE,MAAM,CAAC;IAC5B,iDAAiD;IACjD,QAAQ,CAAC,EAAE,OAAO,CAAC;IACnB,oDAAoD;IACpD,SAAS,CAAC,EAAE,MAAM,CAAC;IACnB,qDAAqD;IACrD,cAAc,CAAC,EAAE,MAAM,CAAC;CACzB;AA0HD,qBAAa,qBAAqB;IAChC,OAAO,CAAC,MAAM,CAAgC;IAC9C,OAAO,CAAC,UAAU,CAAa;IAC/B,OAAO,CAAC,QAAQ,CAAa;IAC7B,OAAO,CAAC,WAAW,CAAS;IAC5B,OAAO,CAAC,WAAW,CAA8B;IAGjD,OAAO,CAAC,cAAc,CAAiC;IACvD,OAAO,CAAC,cAAc,CAAwB;IAG9C,OAAO,CAAC,WAAW,CAAK;IACxB,OAAO,CAAC,WAAW,CAAK;IACxB,OAAO,CAAC,SAAS,CAAO;gBAEZ,MAAM,GAAE,mBAAwB;IAiB5C;;OAEG;IACG,IAAI,IAAI,OAAO,CAAC,IAAI,CAAC;YAWb,MAAM;IA8EpB;;OAEG;IACG,KAAK,CAAC,IAAI,EAAE,MAAM,GAAG,OAAO,CAAC,YAAY,CAAC;IAiChD;;OAEG;IACG,UAAU,CAAC,KAAK,EAAE,MAAM,EAAE,GAAG,OAAO,CAAC,YAAY,EAAE,CAAC;IAmD1D;;OAEG;IACG,UAAU,CAAC,KAAK,EAAE,MAAM,EAAE,KAAK,EAAE,MAAM,GAAG,OAAO,CAAC,MAAM,CAAC;IAK/D;;OAEG;IACH,gBAAgB,CAAC,CAAC,EAAE,YAAY,EAAE,CAAC,EAAE,YAAY,GAAG,MAAM;IAmB1D;;OAEG;IACH,aAAa,IAAI;QACf,SAAS,EAAE;YAAE,IAAI,EAAE,MAAM,CAAC;YAAC,MAAM,EAAE,MAAM,CAAC;YAAC,OAAO,EAAE,MAAM,CAAC;YAAC,IAAI,EAAE,MAAM,CAAA;SAAE,CAAC;QAC3E,SAAS,EAAE;YAAE,IAAI,EAAE,MAAM,CAAC;YAAC,MAAM,EAAE,MAAM,CAAC;YAAC,OAAO,EAAE,MAAM,CAAC;YAAC,IAAI,EAAE,MAAM,CAAA;SAAE,CAAC;QAC3E,SAAS,EAAE,MAAM,CAAC;QAClB,WAAW,EAAE,MAAM,CAAC;KACrB;IASD;;OAEG;IACH,UAAU,IAAI,IAAI;IAKlB;;OAEG;IACH,YAAY,IAAI,MAAM;IAItB;;OAEG;IACH,OAAO,IAAI,OAAO;IAIlB;;OAEG;IACH,SAAS,IAAI,QAAQ,CAAC,mBAAmB,CAAC;CAG3C;AAQD,wBAAgB,wBAAwB,CAAC,MAAM,CAAC,EAAE,mBAAmB,GAAG,qBAAqB,CAK5F;AAED,wBAAsB,iBAAiB,CAAC,MAAM,CAAC,EAAE,mBAAmB,GAAG,OAAO,CAAC,qBAAqB,CAAC,CAIpG;AAED,eAAe,qBAAqB,CAAC"} \ No newline at end of file diff --git a/npm/packages/ruvector/src/core/onnx-optimized.js b/npm/packages/ruvector/src/core/onnx-optimized.js deleted file mode 100644 index d46b530975..0000000000 --- a/npm/packages/ruvector/src/core/onnx-optimized.js +++ /dev/null @@ -1,420 +0,0 @@ -"use strict"; -/** - * Optimized ONNX Embedder for RuVector - * - * Performance optimizations: - * 1. TOKENIZER CACHING - Cache tokenization results (~10-20ms savings per repeat) - * 2. EMBEDDING LRU CACHE - Full embedding cache with configurable size - * 3. QUANTIZED MODELS - INT8/FP16 models for 2-4x speedup - * 4. LAZY INITIALIZATION - Defer model loading until first use - * 5. DYNAMIC BATCHING - Optimize batch sizes based on input - * 6. MEMORY OPTIMIZATION - Float32Array for all operations - * - * Usage: - * const embedder = new OptimizedOnnxEmbedder({ cacheSize: 1000 }); - * await embedder.init(); - * const embedding = await embedder.embed("Hello world"); - */ -var __createBinding = (this && this.__createBinding) || (Object.create ? (function(o, m, k, k2) { - if (k2 === undefined) k2 = k; - var desc = Object.getOwnPropertyDescriptor(m, k); - if (!desc || ("get" in desc ? !m.__esModule : desc.writable || desc.configurable)) { - desc = { enumerable: true, get: function() { return m[k]; } }; - } - Object.defineProperty(o, k2, desc); -}) : (function(o, m, k, k2) { - if (k2 === undefined) k2 = k; - o[k2] = m[k]; -})); -var __setModuleDefault = (this && this.__setModuleDefault) || (Object.create ? (function(o, v) { - Object.defineProperty(o, "default", { enumerable: true, value: v }); -}) : function(o, v) { - o["default"] = v; -}); -var __importStar = (this && this.__importStar) || (function () { - var ownKeys = function(o) { - ownKeys = Object.getOwnPropertyNames || function (o) { - var ar = []; - for (var k in o) if (Object.prototype.hasOwnProperty.call(o, k)) ar[ar.length] = k; - return ar; - }; - return ownKeys(o); - }; - return function (mod) { - if (mod && mod.__esModule) return mod; - var result = {}; - if (mod != null) for (var k = ownKeys(mod), i = 0; i < k.length; i++) if (k[i] !== "default") __createBinding(result, mod, k[i]); - __setModuleDefault(result, mod); - return result; - }; -})(); -Object.defineProperty(exports, "__esModule", { value: true }); -exports.OptimizedOnnxEmbedder = void 0; -exports.getOptimizedOnnxEmbedder = getOptimizedOnnxEmbedder; -exports.initOptimizedOnnx = initOptimizedOnnx; -const path = __importStar(require("path")); -const fs = __importStar(require("fs")); -const url_1 = require("url"); -// Force native dynamic import -// eslint-disable-next-line @typescript-eslint/no-implied-eval -const dynamicImport = new Function('specifier', 'return import(specifier)'); -// ============================================================================ -// Quantized Model Registry -// ============================================================================ -const QUANTIZED_MODELS = { - 'all-MiniLM-L6-v2': { - onnx: 'https://huggingface.co/sentence-transformers/all-MiniLM-L6-v2/resolve/main/onnx/model.onnx', - // Quantized versions (community-provided) - fp16: 'https://huggingface.co/Xenova/all-MiniLM-L6-v2/resolve/main/onnx/model_fp16.onnx', - int8: 'https://huggingface.co/Xenova/all-MiniLM-L6-v2/resolve/main/onnx/model_quantized.onnx', - tokenizer: 'https://huggingface.co/sentence-transformers/all-MiniLM-L6-v2/resolve/main/tokenizer.json', - dimension: 384, - maxLength: 256, - }, - 'bge-small-en-v1.5': { - onnx: 'https://huggingface.co/BAAI/bge-small-en-v1.5/resolve/main/onnx/model.onnx', - fp16: 'https://huggingface.co/Xenova/bge-small-en-v1.5/resolve/main/onnx/model_fp16.onnx', - int8: 'https://huggingface.co/Xenova/bge-small-en-v1.5/resolve/main/onnx/model_quantized.onnx', - tokenizer: 'https://huggingface.co/BAAI/bge-small-en-v1.5/resolve/main/tokenizer.json', - dimension: 384, - maxLength: 512, - }, - 'e5-small-v2': { - onnx: 'https://huggingface.co/intfloat/e5-small-v2/resolve/main/onnx/model.onnx', - fp16: 'https://huggingface.co/Xenova/e5-small-v2/resolve/main/onnx/model_fp16.onnx', - tokenizer: 'https://huggingface.co/intfloat/e5-small-v2/resolve/main/tokenizer.json', - dimension: 384, - maxLength: 512, - }, -}; -// ============================================================================ -// LRU Cache Implementation -// ============================================================================ -class LRUCache { - constructor(maxSize) { - this.cache = new Map(); - this.hits = 0; - this.misses = 0; - this.maxSize = maxSize; - } - get(key) { - const value = this.cache.get(key); - if (value !== undefined) { - // Move to end (most recently used) - this.cache.delete(key); - this.cache.set(key, value); - this.hits++; - return value; - } - this.misses++; - return undefined; - } - set(key, value) { - if (this.cache.has(key)) { - this.cache.delete(key); - } - else if (this.cache.size >= this.maxSize) { - // Delete oldest (first) entry - const firstKey = this.cache.keys().next().value; - if (firstKey !== undefined) { - this.cache.delete(firstKey); - } - } - this.cache.set(key, value); - } - has(key) { - return this.cache.has(key); - } - clear() { - this.cache.clear(); - this.hits = 0; - this.misses = 0; - } - get size() { - return this.cache.size; - } - get stats() { - const total = this.hits + this.misses; - return { - hits: this.hits, - misses: this.misses, - hitRate: total > 0 ? this.hits / total : 0, - size: this.cache.size, - }; - } -} -// ============================================================================ -// Fast Hash Function (FNV-1a) -// ============================================================================ -function hashString(str) { - let h = 2166136261; - for (let i = 0; i < str.length; i++) { - h ^= str.charCodeAt(i); - h = Math.imul(h, 16777619); - } - return h.toString(36); -} -// ============================================================================ -// Optimized ONNX Embedder -// ============================================================================ -class OptimizedOnnxEmbedder { - constructor(config = {}) { - this.wasmModule = null; - this.embedder = null; - this.initialized = false; - this.initPromise = null; - // Stats - this.totalEmbeds = 0; - this.totalTimeMs = 0; - this.dimension = 384; - this.config = { - modelId: config.modelId ?? 'all-MiniLM-L6-v2', - useQuantized: config.useQuantized ?? true, - quantization: config.quantization ?? 'fp16', - maxLength: config.maxLength ?? 256, - cacheSize: config.cacheSize ?? 512, - tokenizerCacheSize: config.tokenizerCacheSize ?? 256, - lazyInit: config.lazyInit ?? true, - batchSize: config.batchSize ?? 32, - batchThreshold: config.batchThreshold ?? 4, - }; - this.embeddingCache = new LRUCache(this.config.cacheSize); - this.tokenizerCache = new LRUCache(this.config.tokenizerCacheSize); - } - /** - * Initialize the embedder (loads model) - */ - async init() { - if (this.initialized) - return; - if (this.initPromise) { - await this.initPromise; - return; - } - this.initPromise = this.doInit(); - await this.initPromise; - } - async doInit() { - try { - // Load bundled WASM module - const pkgPath = path.join(__dirname, 'onnx', 'pkg', 'ruvector_onnx_embeddings_wasm.js'); - const loaderPath = path.join(__dirname, 'onnx', 'loader.js'); - if (!fs.existsSync(pkgPath)) { - throw new Error('ONNX WASM files not bundled'); - } - const pkgUrl = (0, url_1.pathToFileURL)(pkgPath).href; - const loaderUrl = (0, url_1.pathToFileURL)(loaderPath).href; - this.wasmModule = await dynamicImport(pkgUrl); - // Initialize WASM - const wasmPath = path.join(__dirname, 'onnx', 'pkg', 'ruvector_onnx_embeddings_wasm_bg.wasm'); - if (this.wasmModule.default && typeof this.wasmModule.default === 'function') { - const wasmBytes = fs.readFileSync(wasmPath); - await this.wasmModule.default(wasmBytes); - } - const loaderModule = await dynamicImport(loaderUrl); - const { ModelLoader } = loaderModule; - // Select model URL based on quantization preference - const modelInfo = QUANTIZED_MODELS[this.config.modelId]; - let modelUrl; - if (modelInfo) { - if (this.config.useQuantized && this.config.quantization !== 'none') { - // Try quantized version first - if (this.config.quantization === 'int8' && modelInfo.int8) { - modelUrl = modelInfo.int8; - console.error(`Using INT8 quantized model: ${this.config.modelId}`); - } - else if (modelInfo.fp16) { - modelUrl = modelInfo.fp16; - console.error(`Using FP16 quantized model: ${this.config.modelId}`); - } - else { - modelUrl = modelInfo.onnx; - console.error(`Using FP32 model (no quantized version): ${this.config.modelId}`); - } - } - else { - modelUrl = modelInfo.onnx; - } - this.dimension = modelInfo.dimension; - } - else { - // Fallback to default loader - modelUrl = ''; - } - const modelLoader = new ModelLoader({ - cache: true, - cacheDir: path.join(process.env.HOME || '/tmp', '.ruvector', 'models'), - }); - console.error(`Loading ONNX model: ${this.config.modelId}...`); - const { modelBytes, tokenizerJson, config: modelConfig } = await modelLoader.loadModel(this.config.modelId); - const embedderConfig = new this.wasmModule.WasmEmbedderConfig() - .setMaxLength(this.config.maxLength) - .setNormalize(true) - .setPooling(0); // Mean pooling - this.embedder = this.wasmModule.WasmEmbedder.withConfig(modelBytes, tokenizerJson, embedderConfig); - this.dimension = this.embedder.dimension(); - const simdAvailable = typeof this.wasmModule.simd_available === 'function' - ? this.wasmModule.simd_available() - : false; - console.error(`Optimized ONNX embedder ready: ${this.dimension}d, SIMD: ${simdAvailable}, Cache: ${this.config.cacheSize}`); - this.initialized = true; - } - catch (e) { - throw new Error(`Failed to initialize optimized ONNX embedder: ${e.message}`); - } - } - /** - * Embed a single text with caching - */ - async embed(text) { - if (this.config.lazyInit && !this.initialized) { - await this.init(); - } - if (!this.embedder) { - throw new Error('Embedder not initialized'); - } - // Check cache - const cacheKey = hashString(text); - const cached = this.embeddingCache.get(cacheKey); - if (cached) { - return cached; - } - // Generate embedding - const start = performance.now(); - const embedding = this.embedder.embedOne(text); - const elapsed = performance.now() - start; - // Convert to Float32Array for efficiency - const result = new Float32Array(embedding); - // Cache result - this.embeddingCache.set(cacheKey, result); - // Update stats - this.totalEmbeds++; - this.totalTimeMs += elapsed; - return result; - } - /** - * Embed multiple texts with batching and caching - */ - async embedBatch(texts) { - if (this.config.lazyInit && !this.initialized) { - await this.init(); - } - if (!this.embedder) { - throw new Error('Embedder not initialized'); - } - const results = new Array(texts.length); - const uncached = []; - // Check cache first - for (let i = 0; i < texts.length; i++) { - const cacheKey = hashString(texts[i]); - const cached = this.embeddingCache.get(cacheKey); - if (cached) { - results[i] = cached; - } - else { - uncached.push({ index: i, text: texts[i] }); - } - } - // If all cached, return immediately - if (uncached.length === 0) { - return results; - } - // Batch embed uncached texts - const start = performance.now(); - const uncachedTexts = uncached.map(u => u.text); - // Use dynamic batching - const batchResults = this.embedder.embedBatch(uncachedTexts); - const elapsed = performance.now() - start; - // Process and cache results - for (let i = 0; i < uncached.length; i++) { - const embedding = batchResults.slice(i * this.dimension, (i + 1) * this.dimension); - const result = new Float32Array(embedding); - results[uncached[i].index] = result; - this.embeddingCache.set(hashString(uncached[i].text), result); - } - // Update stats - this.totalEmbeds += uncached.length; - this.totalTimeMs += elapsed; - return results; - } - /** - * Calculate similarity between two texts - */ - async similarity(text1, text2) { - const [emb1, emb2] = await this.embedBatch([text1, text2]); - return this.cosineSimilarity(emb1, emb2); - } - /** - * Fast cosine similarity with loop unrolling - */ - cosineSimilarity(a, b) { - let dot = 0, normA = 0, normB = 0; - const len = Math.min(a.length, b.length); - const len4 = len - (len % 4); - for (let i = 0; i < len4; i += 4) { - dot += a[i] * b[i] + a[i + 1] * b[i + 1] + a[i + 2] * b[i + 2] + a[i + 3] * b[i + 3]; - normA += a[i] * a[i] + a[i + 1] * a[i + 1] + a[i + 2] * a[i + 2] + a[i + 3] * a[i + 3]; - normB += b[i] * b[i] + b[i + 1] * b[i + 1] + b[i + 2] * b[i + 2] + b[i + 3] * b[i + 3]; - } - for (let i = len4; i < len; i++) { - dot += a[i] * b[i]; - normA += a[i] * a[i]; - normB += b[i] * b[i]; - } - return dot / (Math.sqrt(normA * normB) + 1e-8); - } - /** - * Get cache statistics - */ - getCacheStats() { - return { - embedding: this.embeddingCache.stats, - tokenizer: this.tokenizerCache.stats, - avgTimeMs: this.totalEmbeds > 0 ? this.totalTimeMs / this.totalEmbeds : 0, - totalEmbeds: this.totalEmbeds, - }; - } - /** - * Clear all caches - */ - clearCache() { - this.embeddingCache.clear(); - this.tokenizerCache.clear(); - } - /** - * Get embedding dimension - */ - getDimension() { - return this.dimension; - } - /** - * Check if initialized - */ - isReady() { - return this.initialized; - } - /** - * Get configuration - */ - getConfig() { - return { ...this.config }; - } -} -exports.OptimizedOnnxEmbedder = OptimizedOnnxEmbedder; -// ============================================================================ -// Singleton & Factory -// ============================================================================ -let defaultInstance = null; -function getOptimizedOnnxEmbedder(config) { - if (!defaultInstance) { - defaultInstance = new OptimizedOnnxEmbedder(config); - } - return defaultInstance; -} -async function initOptimizedOnnx(config) { - const embedder = getOptimizedOnnxEmbedder(config); - await embedder.init(); - return embedder; -} -exports.default = OptimizedOnnxEmbedder; -//# sourceMappingURL=onnx-optimized.js.map \ No newline at end of file diff --git a/npm/packages/ruvector/src/core/onnx-optimized.js.map b/npm/packages/ruvector/src/core/onnx-optimized.js.map deleted file mode 100644 index 2bd611eb79..0000000000 --- a/npm/packages/ruvector/src/core/onnx-optimized.js.map +++ /dev/null @@ -1 +0,0 @@ -{"version":3,"file":"onnx-optimized.js","sourceRoot":"","sources":["onnx-optimized.ts"],"names":[],"mappings":";AAAA;;;;;;;;;;;;;;;GAeG;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;AAqcH,4DAKC;AAED,8CAIC;AA9cD,2CAA6B;AAC7B,uCAAyB;AACzB,6BAAoC;AAEpC,8BAA8B;AAC9B,8DAA8D;AAC9D,MAAM,aAAa,GAAG,IAAI,QAAQ,CAAC,WAAW,EAAE,0BAA0B,CAAwC,CAAC;AA2BnH,+EAA+E;AAC/E,2BAA2B;AAC3B,+EAA+E;AAE/E,MAAM,gBAAgB,GAOjB;IACH,kBAAkB,EAAE;QAClB,IAAI,EAAE,4FAA4F;QAClG,0CAA0C;QAC1C,IAAI,EAAE,kFAAkF;QACxF,IAAI,EAAE,uFAAuF;QAC7F,SAAS,EAAE,2FAA2F;QACtG,SAAS,EAAE,GAAG;QACd,SAAS,EAAE,GAAG;KACf;IACD,mBAAmB,EAAE;QACnB,IAAI,EAAE,4EAA4E;QAClF,IAAI,EAAE,mFAAmF;QACzF,IAAI,EAAE,wFAAwF;QAC9F,SAAS,EAAE,2EAA2E;QACtF,SAAS,EAAE,GAAG;QACd,SAAS,EAAE,GAAG;KACf;IACD,aAAa,EAAE;QACb,IAAI,EAAE,0EAA0E;QAChF,IAAI,EAAE,6EAA6E;QACnF,SAAS,EAAE,yEAAyE;QACpF,SAAS,EAAE,GAAG;QACd,SAAS,EAAE,GAAG;KACf;CACF,CAAC;AAEF,+EAA+E;AAC/E,2BAA2B;AAC3B,+EAA+E;AAE/E,MAAM,QAAQ;IAMZ,YAAY,OAAe;QALnB,UAAK,GAAc,IAAI,GAAG,EAAE,CAAC;QAE7B,SAAI,GAAG,CAAC,CAAC;QACT,WAAM,GAAG,CAAC,CAAC;QAGjB,IAAI,CAAC,OAAO,GAAG,OAAO,CAAC;IACzB,CAAC;IAED,GAAG,CAAC,GAAM;QACR,MAAM,KAAK,GAAG,IAAI,CAAC,KAAK,CAAC,GAAG,CAAC,GAAG,CAAC,CAAC;QAClC,IAAI,KAAK,KAAK,SAAS,EAAE,CAAC;YACxB,mCAAmC;YACnC,IAAI,CAAC,KAAK,CAAC,MAAM,CAAC,GAAG,CAAC,CAAC;YACvB,IAAI,CAAC,KAAK,CAAC,GAAG,CAAC,GAAG,EAAE,KAAK,CAAC,CAAC;YAC3B,IAAI,CAAC,IAAI,EAAE,CAAC;YACZ,OAAO,KAAK,CAAC;QACf,CAAC;QACD,IAAI,CAAC,MAAM,EAAE,CAAC;QACd,OAAO,SAAS,CAAC;IACnB,CAAC;IAED,GAAG,CAAC,GAAM,EAAE,KAAQ;QAClB,IAAI,IAAI,CAAC,KAAK,CAAC,GAAG,CAAC,GAAG,CAAC,EAAE,CAAC;YACxB,IAAI,CAAC,KAAK,CAAC,MAAM,CAAC,GAAG,CAAC,CAAC;QACzB,CAAC;aAAM,IAAI,IAAI,CAAC,KAAK,CAAC,IAAI,IAAI,IAAI,CAAC,OAAO,EAAE,CAAC;YAC3C,8BAA8B;YAC9B,MAAM,QAAQ,GAAG,IAAI,CAAC,KAAK,CAAC,IAAI,EAAE,CAAC,IAAI,EAAE,CAAC,KAAK,CAAC;YAChD,IAAI,QAAQ,KAAK,SAAS,EAAE,CAAC;gBAC3B,IAAI,CAAC,KAAK,CAAC,MAAM,CAAC,QAAQ,CAAC,CAAC;YAC9B,CAAC;QACH,CAAC;QACD,IAAI,CAAC,KAAK,CAAC,GAAG,CAAC,GAAG,EAAE,KAAK,CAAC,CAAC;IAC7B,CAAC;IAED,GAAG,CAAC,GAAM;QACR,OAAO,IAAI,CAAC,KAAK,CAAC,GAAG,CAAC,GAAG,CAAC,CAAC;IAC7B,CAAC;IAED,KAAK;QACH,IAAI,CAAC,KAAK,CAAC,KAAK,EAAE,CAAC;QACnB,IAAI,CAAC,IAAI,GAAG,CAAC,CAAC;QACd,IAAI,CAAC,MAAM,GAAG,CAAC,CAAC;IAClB,CAAC;IAED,IAAI,IAAI;QACN,OAAO,IAAI,CAAC,KAAK,CAAC,IAAI,CAAC;IACzB,CAAC;IAED,IAAI,KAAK;QACP,MAAM,KAAK,GAAG,IAAI,CAAC,IAAI,GAAG,IAAI,CAAC,MAAM,CAAC;QACtC,OAAO;YACL,IAAI,EAAE,IAAI,CAAC,IAAI;YACf,MAAM,EAAE,IAAI,CAAC,MAAM;YACnB,OAAO,EAAE,KAAK,GAAG,CAAC,CAAC,CAAC,CAAC,IAAI,CAAC,IAAI,GAAG,KAAK,CAAC,CAAC,CAAC,CAAC;YAC1C,IAAI,EAAE,IAAI,CAAC,KAAK,CAAC,IAAI;SACtB,CAAC;IACJ,CAAC;CACF;AAED,+EAA+E;AAC/E,8BAA8B;AAC9B,+EAA+E;AAE/E,SAAS,UAAU,CAAC,GAAW;IAC7B,IAAI,CAAC,GAAG,UAAU,CAAC;IACnB,KAAK,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,GAAG,CAAC,MAAM,EAAE,CAAC,EAAE,EAAE,CAAC;QACpC,CAAC,IAAI,GAAG,CAAC,UAAU,CAAC,CAAC,CAAC,CAAC;QACvB,CAAC,GAAG,IAAI,CAAC,IAAI,CAAC,CAAC,EAAE,QAAQ,CAAC,CAAC;IAC7B,CAAC;IACD,OAAO,CAAC,CAAC,QAAQ,CAAC,EAAE,CAAC,CAAC;AACxB,CAAC;AAED,+EAA+E;AAC/E,0BAA0B;AAC1B,+EAA+E;AAE/E,MAAa,qBAAqB;IAgBhC,YAAY,SAA8B,EAAE;QAdpC,eAAU,GAAQ,IAAI,CAAC;QACvB,aAAQ,GAAQ,IAAI,CAAC;QACrB,gBAAW,GAAG,KAAK,CAAC;QACpB,gBAAW,GAAyB,IAAI,CAAC;QAMjD,QAAQ;QACA,gBAAW,GAAG,CAAC,CAAC;QAChB,gBAAW,GAAG,CAAC,CAAC;QAChB,cAAS,GAAG,GAAG,CAAC;QAGtB,IAAI,CAAC,MAAM,GAAG;YACZ,OAAO,EAAE,MAAM,CAAC,OAAO,IAAI,kBAAkB;YAC7C,YAAY,EAAE,MAAM,CAAC,YAAY,IAAI,IAAI;YACzC,YAAY,EAAE,MAAM,CAAC,YAAY,IAAI,MAAM;YAC3C,SAAS,EAAE,MAAM,CAAC,SAAS,IAAI,GAAG;YAClC,SAAS,EAAE,MAAM,CAAC,SAAS,IAAI,GAAG;YAClC,kBAAkB,EAAE,MAAM,CAAC,kBAAkB,IAAI,GAAG;YACpD,QAAQ,EAAE,MAAM,CAAC,QAAQ,IAAI,IAAI;YACjC,SAAS,EAAE,MAAM,CAAC,SAAS,IAAI,EAAE;YACjC,cAAc,EAAE,MAAM,CAAC,cAAc,IAAI,CAAC;SAC3C,CAAC;QAEF,IAAI,CAAC,cAAc,GAAG,IAAI,QAAQ,CAAC,IAAI,CAAC,MAAM,CAAC,SAAS,CAAC,CAAC;QAC1D,IAAI,CAAC,cAAc,GAAG,IAAI,QAAQ,CAAC,IAAI,CAAC,MAAM,CAAC,kBAAkB,CAAC,CAAC;IACrE,CAAC;IAED;;OAEG;IACH,KAAK,CAAC,IAAI;QACR,IAAI,IAAI,CAAC,WAAW;YAAE,OAAO;QAC7B,IAAI,IAAI,CAAC,WAAW,EAAE,CAAC;YACrB,MAAM,IAAI,CAAC,WAAW,CAAC;YACvB,OAAO;QACT,CAAC;QAED,IAAI,CAAC,WAAW,GAAG,IAAI,CAAC,MAAM,EAAE,CAAC;QACjC,MAAM,IAAI,CAAC,WAAW,CAAC;IACzB,CAAC;IAEO,KAAK,CAAC,MAAM;QAClB,IAAI,CAAC;YACH,2BAA2B;YAC3B,MAAM,OAAO,GAAG,IAAI,CAAC,IAAI,CAAC,SAAS,EAAE,MAAM,EAAE,KAAK,EAAE,kCAAkC,CAAC,CAAC;YACxF,MAAM,UAAU,GAAG,IAAI,CAAC,IAAI,CAAC,SAAS,EAAE,MAAM,EAAE,WAAW,CAAC,CAAC;YAE7D,IAAI,CAAC,EAAE,CAAC,UAAU,CAAC,OAAO,CAAC,EAAE,CAAC;gBAC5B,MAAM,IAAI,KAAK,CAAC,6BAA6B,CAAC,CAAC;YACjD,CAAC;YAED,MAAM,MAAM,GAAG,IAAA,mBAAa,EAAC,OAAO,CAAC,CAAC,IAAI,CAAC;YAC3C,MAAM,SAAS,GAAG,IAAA,mBAAa,EAAC,UAAU,CAAC,CAAC,IAAI,CAAC;YAEjD,IAAI,CAAC,UAAU,GAAG,MAAM,aAAa,CAAC,MAAM,CAAC,CAAC;YAE9C,kBAAkB;YAClB,MAAM,QAAQ,GAAG,IAAI,CAAC,IAAI,CAAC,SAAS,EAAE,MAAM,EAAE,KAAK,EAAE,uCAAuC,CAAC,CAAC;YAC9F,IAAI,IAAI,CAAC,UAAU,CAAC,OAAO,IAAI,OAAO,IAAI,CAAC,UAAU,CAAC,OAAO,KAAK,UAAU,EAAE,CAAC;gBAC7E,MAAM,SAAS,GAAG,EAAE,CAAC,YAAY,CAAC,QAAQ,CAAC,CAAC;gBAC5C,MAAM,IAAI,CAAC,UAAU,CAAC,OAAO,CAAC,SAAS,CAAC,CAAC;YAC3C,CAAC;YAED,MAAM,YAAY,GAAG,MAAM,aAAa,CAAC,SAAS,CAAC,CAAC;YACpD,MAAM,EAAE,WAAW,EAAE,GAAG,YAAY,CAAC;YAErC,oDAAoD;YACpD,MAAM,SAAS,GAAG,gBAAgB,CAAC,IAAI,CAAC,MAAM,CAAC,OAAO,CAAC,CAAC;YACxD,IAAI,QAAgB,CAAC;YAErB,IAAI,SAAS,EAAE,CAAC;gBACd,IAAI,IAAI,CAAC,MAAM,CAAC,YAAY,IAAI,IAAI,CAAC,MAAM,CAAC,YAAY,KAAK,MAAM,EAAE,CAAC;oBACpE,8BAA8B;oBAC9B,IAAI,IAAI,CAAC,MAAM,CAAC,YAAY,KAAK,MAAM,IAAI,SAAS,CAAC,IAAI,EAAE,CAAC;wBAC1D,QAAQ,GAAG,SAAS,CAAC,IAAI,CAAC;wBAC1B,OAAO,CAAC,KAAK,CAAC,+BAA+B,IAAI,CAAC,MAAM,CAAC,OAAO,EAAE,CAAC,CAAC;oBACtE,CAAC;yBAAM,IAAI,SAAS,CAAC,IAAI,EAAE,CAAC;wBAC1B,QAAQ,GAAG,SAAS,CAAC,IAAI,CAAC;wBAC1B,OAAO,CAAC,KAAK,CAAC,+BAA+B,IAAI,CAAC,MAAM,CAAC,OAAO,EAAE,CAAC,CAAC;oBACtE,CAAC;yBAAM,CAAC;wBACN,QAAQ,GAAG,SAAS,CAAC,IAAI,CAAC;wBAC1B,OAAO,CAAC,KAAK,CAAC,4CAA4C,IAAI,CAAC,MAAM,CAAC,OAAO,EAAE,CAAC,CAAC;oBACnF,CAAC;gBACH,CAAC;qBAAM,CAAC;oBACN,QAAQ,GAAG,SAAS,CAAC,IAAI,CAAC;gBAC5B,CAAC;gBACD,IAAI,CAAC,SAAS,GAAG,SAAS,CAAC,SAAS,CAAC;YACvC,CAAC;iBAAM,CAAC;gBACN,6BAA6B;gBAC7B,QAAQ,GAAG,EAAE,CAAC;YAChB,CAAC;YAED,MAAM,WAAW,GAAG,IAAI,WAAW,CAAC;gBAClC,KAAK,EAAE,IAAI;gBACX,QAAQ,EAAE,IAAI,CAAC,IAAI,CAAC,OAAO,CAAC,GAAG,CAAC,IAAI,IAAI,MAAM,EAAE,WAAW,EAAE,QAAQ,CAAC;aACvE,CAAC,CAAC;YAEH,OAAO,CAAC,KAAK,CAAC,uBAAuB,IAAI,CAAC,MAAM,CAAC,OAAO,KAAK,CAAC,CAAC;YAC/D,MAAM,EAAE,UAAU,EAAE,aAAa,EAAE,MAAM,EAAE,WAAW,EAAE,GAAG,MAAM,WAAW,CAAC,SAAS,CAAC,IAAI,CAAC,MAAM,CAAC,OAAO,CAAC,CAAC;YAE5G,MAAM,cAAc,GAAG,IAAI,IAAI,CAAC,UAAU,CAAC,kBAAkB,EAAE;iBAC5D,YAAY,CAAC,IAAI,CAAC,MAAM,CAAC,SAAS,CAAC;iBACnC,YAAY,CAAC,IAAI,CAAC;iBAClB,UAAU,CAAC,CAAC,CAAC,CAAC,CAAC,eAAe;YAEjC,IAAI,CAAC,QAAQ,GAAG,IAAI,CAAC,UAAU,CAAC,YAAY,CAAC,UAAU,CAAC,UAAU,EAAE,aAAa,EAAE,cAAc,CAAC,CAAC;YACnG,IAAI,CAAC,SAAS,GAAG,IAAI,CAAC,QAAQ,CAAC,SAAS,EAAE,CAAC;YAE3C,MAAM,aAAa,GAAG,OAAO,IAAI,CAAC,UAAU,CAAC,cAAc,KAAK,UAAU;gBACxE,CAAC,CAAC,IAAI,CAAC,UAAU,CAAC,cAAc,EAAE;gBAClC,CAAC,CAAC,KAAK,CAAC;YAEV,OAAO,CAAC,KAAK,CAAC,kCAAkC,IAAI,CAAC,SAAS,YAAY,aAAa,YAAY,IAAI,CAAC,MAAM,CAAC,SAAS,EAAE,CAAC,CAAC;YAC5H,IAAI,CAAC,WAAW,GAAG,IAAI,CAAC;QAC1B,CAAC;QAAC,OAAO,CAAM,EAAE,CAAC;YAChB,MAAM,IAAI,KAAK,CAAC,iDAAiD,CAAC,CAAC,OAAO,EAAE,CAAC,CAAC;QAChF,CAAC;IACH,CAAC;IAED;;OAEG;IACH,KAAK,CAAC,KAAK,CAAC,IAAY;QACtB,IAAI,IAAI,CAAC,MAAM,CAAC,QAAQ,IAAI,CAAC,IAAI,CAAC,WAAW,EAAE,CAAC;YAC9C,MAAM,IAAI,CAAC,IAAI,EAAE,CAAC;QACpB,CAAC;QACD,IAAI,CAAC,IAAI,CAAC,QAAQ,EAAE,CAAC;YACnB,MAAM,IAAI,KAAK,CAAC,0BAA0B,CAAC,CAAC;QAC9C,CAAC;QAED,cAAc;QACd,MAAM,QAAQ,GAAG,UAAU,CAAC,IAAI,CAAC,CAAC;QAClC,MAAM,MAAM,GAAG,IAAI,CAAC,cAAc,CAAC,GAAG,CAAC,QAAQ,CAAC,CAAC;QACjD,IAAI,MAAM,EAAE,CAAC;YACX,OAAO,MAAM,CAAC;QAChB,CAAC;QAED,qBAAqB;QACrB,MAAM,KAAK,GAAG,WAAW,CAAC,GAAG,EAAE,CAAC;QAChC,MAAM,SAAS,GAAG,IAAI,CAAC,QAAQ,CAAC,QAAQ,CAAC,IAAI,CAAC,CAAC;QAC/C,MAAM,OAAO,GAAG,WAAW,CAAC,GAAG,EAAE,GAAG,KAAK,CAAC;QAE1C,yCAAyC;QACzC,MAAM,MAAM,GAAG,IAAI,YAAY,CAAC,SAAS,CAAC,CAAC;QAE3C,eAAe;QACf,IAAI,CAAC,cAAc,CAAC,GAAG,CAAC,QAAQ,EAAE,MAAM,CAAC,CAAC;QAE1C,eAAe;QACf,IAAI,CAAC,WAAW,EAAE,CAAC;QACnB,IAAI,CAAC,WAAW,IAAI,OAAO,CAAC;QAE5B,OAAO,MAAM,CAAC;IAChB,CAAC;IAED;;OAEG;IACH,KAAK,CAAC,UAAU,CAAC,KAAe;QAC9B,IAAI,IAAI,CAAC,MAAM,CAAC,QAAQ,IAAI,CAAC,IAAI,CAAC,WAAW,EAAE,CAAC;YAC9C,MAAM,IAAI,CAAC,IAAI,EAAE,CAAC;QACpB,CAAC;QACD,IAAI,CAAC,IAAI,CAAC,QAAQ,EAAE,CAAC;YACnB,MAAM,IAAI,KAAK,CAAC,0BAA0B,CAAC,CAAC;QAC9C,CAAC;QAED,MAAM,OAAO,GAAmB,IAAI,KAAK,CAAC,KAAK,CAAC,MAAM,CAAC,CAAC;QACxD,MAAM,QAAQ,GAAsC,EAAE,CAAC;QAEvD,oBAAoB;QACpB,KAAK,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,KAAK,CAAC,MAAM,EAAE,CAAC,EAAE,EAAE,CAAC;YACtC,MAAM,QAAQ,GAAG,UAAU,CAAC,KAAK,CAAC,CAAC,CAAC,CAAC,CAAC;YACtC,MAAM,MAAM,GAAG,IAAI,CAAC,cAAc,CAAC,GAAG,CAAC,QAAQ,CAAC,CAAC;YACjD,IAAI,MAAM,EAAE,CAAC;gBACX,OAAO,CAAC,CAAC,CAAC,GAAG,MAAM,CAAC;YACtB,CAAC;iBAAM,CAAC;gBACN,QAAQ,CAAC,IAAI,CAAC,EAAE,KAAK,EAAE,CAAC,EAAE,IAAI,EAAE,KAAK,CAAC,CAAC,CAAC,EAAE,CAAC,CAAC;YAC9C,CAAC;QACH,CAAC;QAED,oCAAoC;QACpC,IAAI,QAAQ,CAAC,MAAM,KAAK,CAAC,EAAE,CAAC;YAC1B,OAAO,OAAO,CAAC;QACjB,CAAC;QAED,6BAA6B;QAC7B,MAAM,KAAK,GAAG,WAAW,CAAC,GAAG,EAAE,CAAC;QAChC,MAAM,aAAa,GAAG,QAAQ,CAAC,GAAG,CAAC,CAAC,CAAC,EAAE,CAAC,CAAC,CAAC,IAAI,CAAC,CAAC;QAEhD,uBAAuB;QACvB,MAAM,YAAY,GAAG,IAAI,CAAC,QAAQ,CAAC,UAAU,CAAC,aAAa,CAAC,CAAC;QAC7D,MAAM,OAAO,GAAG,WAAW,CAAC,GAAG,EAAE,GAAG,KAAK,CAAC;QAE1C,4BAA4B;QAC5B,KAAK,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,QAAQ,CAAC,MAAM,EAAE,CAAC,EAAE,EAAE,CAAC;YACzC,MAAM,SAAS,GAAG,YAAY,CAAC,KAAK,CAAC,CAAC,GAAG,IAAI,CAAC,SAAS,EAAE,CAAC,CAAC,GAAG,CAAC,CAAC,GAAG,IAAI,CAAC,SAAS,CAAC,CAAC;YACnF,MAAM,MAAM,GAAG,IAAI,YAAY,CAAC,SAAS,CAAC,CAAC;YAE3C,OAAO,CAAC,QAAQ,CAAC,CAAC,CAAC,CAAC,KAAK,CAAC,GAAG,MAAM,CAAC;YACpC,IAAI,CAAC,cAAc,CAAC,GAAG,CAAC,UAAU,CAAC,QAAQ,CAAC,CAAC,CAAC,CAAC,IAAI,CAAC,EAAE,MAAM,CAAC,CAAC;QAChE,CAAC;QAED,eAAe;QACf,IAAI,CAAC,WAAW,IAAI,QAAQ,CAAC,MAAM,CAAC;QACpC,IAAI,CAAC,WAAW,IAAI,OAAO,CAAC;QAE5B,OAAO,OAAO,CAAC;IACjB,CAAC;IAED;;OAEG;IACH,KAAK,CAAC,UAAU,CAAC,KAAa,EAAE,KAAa;QAC3C,MAAM,CAAC,IAAI,EAAE,IAAI,CAAC,GAAG,MAAM,IAAI,CAAC,UAAU,CAAC,CAAC,KAAK,EAAE,KAAK,CAAC,CAAC,CAAC;QAC3D,OAAO,IAAI,CAAC,gBAAgB,CAAC,IAAI,EAAE,IAAI,CAAC,CAAC;IAC3C,CAAC;IAED;;OAEG;IACH,gBAAgB,CAAC,CAAe,EAAE,CAAe;QAC/C,IAAI,GAAG,GAAG,CAAC,EAAE,KAAK,GAAG,CAAC,EAAE,KAAK,GAAG,CAAC,CAAC;QAClC,MAAM,GAAG,GAAG,IAAI,CAAC,GAAG,CAAC,CAAC,CAAC,MAAM,EAAE,CAAC,CAAC,MAAM,CAAC,CAAC;QACzC,MAAM,IAAI,GAAG,GAAG,GAAG,CAAC,GAAG,GAAG,CAAC,CAAC,CAAC;QAE7B,KAAK,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,IAAI,EAAE,CAAC,IAAI,CAAC,EAAE,CAAC;YACjC,GAAG,IAAI,CAAC,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,GAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,GAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,GAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,GAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,GAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,GAAC,CAAC,CAAC,CAAC;YACzE,KAAK,IAAI,CAAC,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,GAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,GAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,GAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,GAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,GAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,GAAC,CAAC,CAAC,CAAC;YAC3E,KAAK,IAAI,CAAC,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,GAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,GAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,GAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,GAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,GAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,GAAC,CAAC,CAAC,CAAC;QAC7E,CAAC;QACD,KAAK,IAAI,CAAC,GAAG,IAAI,EAAE,CAAC,GAAG,GAAG,EAAE,CAAC,EAAE,EAAE,CAAC;YAChC,GAAG,IAAI,CAAC,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,CAAC,CAAC;YACnB,KAAK,IAAI,CAAC,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,CAAC,CAAC;YACrB,KAAK,IAAI,CAAC,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,CAAC,CAAC;QACvB,CAAC;QAED,OAAO,GAAG,GAAG,CAAC,IAAI,CAAC,IAAI,CAAC,KAAK,GAAG,KAAK,CAAC,GAAG,IAAI,CAAC,CAAC;IACjD,CAAC;IAED;;OAEG;IACH,aAAa;QAMX,OAAO;YACL,SAAS,EAAE,IAAI,CAAC,cAAc,CAAC,KAAK;YACpC,SAAS,EAAE,IAAI,CAAC,cAAc,CAAC,KAAK;YACpC,SAAS,EAAE,IAAI,CAAC,WAAW,GAAG,CAAC,CAAC,CAAC,CAAC,IAAI,CAAC,WAAW,GAAG,IAAI,CAAC,WAAW,CAAC,CAAC,CAAC,CAAC;YACzE,WAAW,EAAE,IAAI,CAAC,WAAW;SAC9B,CAAC;IACJ,CAAC;IAED;;OAEG;IACH,UAAU;QACR,IAAI,CAAC,cAAc,CAAC,KAAK,EAAE,CAAC;QAC5B,IAAI,CAAC,cAAc,CAAC,KAAK,EAAE,CAAC;IAC9B,CAAC;IAED;;OAEG;IACH,YAAY;QACV,OAAO,IAAI,CAAC,SAAS,CAAC;IACxB,CAAC;IAED;;OAEG;IACH,OAAO;QACL,OAAO,IAAI,CAAC,WAAW,CAAC;IAC1B,CAAC;IAED;;OAEG;IACH,SAAS;QACP,OAAO,EAAE,GAAG,IAAI,CAAC,MAAM,EAAE,CAAC;IAC5B,CAAC;CACF;AAlSD,sDAkSC;AAED,+EAA+E;AAC/E,sBAAsB;AACtB,+EAA+E;AAE/E,IAAI,eAAe,GAAiC,IAAI,CAAC;AAEzD,SAAgB,wBAAwB,CAAC,MAA4B;IACnE,IAAI,CAAC,eAAe,EAAE,CAAC;QACrB,eAAe,GAAG,IAAI,qBAAqB,CAAC,MAAM,CAAC,CAAC;IACtD,CAAC;IACD,OAAO,eAAe,CAAC;AACzB,CAAC;AAEM,KAAK,UAAU,iBAAiB,CAAC,MAA4B;IAClE,MAAM,QAAQ,GAAG,wBAAwB,CAAC,MAAM,CAAC,CAAC;IAClD,MAAM,QAAQ,CAAC,IAAI,EAAE,CAAC;IACtB,OAAO,QAAQ,CAAC;AAClB,CAAC;AAED,kBAAe,qBAAqB,CAAC"} \ No newline at end of file diff --git a/npm/packages/ruvector/src/core/onnx-optimized.ts b/npm/packages/ruvector/src/core/onnx-optimized.ts index 971e2a66b9..ff06e3bb86 100644 --- a/npm/packages/ruvector/src/core/onnx-optimized.ts +++ b/npm/packages/ruvector/src/core/onnx-optimized.ts @@ -240,30 +240,15 @@ export class OptimizedOnnxEmbedder { const loaderModule = await dynamicImport(loaderUrl); const { ModelLoader } = loaderModule; - // Select model URL based on quantization preference + // NOTE (issue #523): ModelLoader.loadModel() resolves the model by modelId + // from its own registry (currently FP32 all-MiniLM-L6-v2). The per-variant + // URLs in QUANTIZED_MODELS are not wired into the loader yet, so we must not + // log a quantization (FP16/INT8) that is not actually applied. When the + // loader gains variant support, thread the selected variant through to + // loadModel() here instead of computing an unused URL. const modelInfo = QUANTIZED_MODELS[this.config.modelId]; - let modelUrl: string; - if (modelInfo) { - if (this.config.useQuantized && this.config.quantization !== 'none') { - // Try quantized version first - if (this.config.quantization === 'int8' && modelInfo.int8) { - modelUrl = modelInfo.int8; - console.error(`Using INT8 quantized model: ${this.config.modelId}`); - } else if (modelInfo.fp16) { - modelUrl = modelInfo.fp16; - console.error(`Using FP16 quantized model: ${this.config.modelId}`); - } else { - modelUrl = modelInfo.onnx; - console.error(`Using FP32 model (no quantized version): ${this.config.modelId}`); - } - } else { - modelUrl = modelInfo.onnx; - } this.dimension = modelInfo.dimension; - } else { - // Fallback to default loader - modelUrl = ''; } const modelLoader = new ModelLoader({ diff --git a/npm/packages/ruvector/src/core/onnx/bundled-parallel.mjs b/npm/packages/ruvector/src/core/onnx/bundled-parallel.mjs new file mode 100644 index 0000000000..e40bfbb419 --- /dev/null +++ b/npm/packages/ruvector/src/core/onnx/bundled-parallel.mjs @@ -0,0 +1,164 @@ +/** + * Bundled-WASM parallel embedder (issue #523 SOTA). + * + * A self-contained worker_threads pool — NO external dependency — that shards + * batches of text across CPU cores, each worker running the bundled ONNX WASM + * embedder over the SAME model bytes (shared via SharedArrayBuffer) and config. + * Output vectors are identical to the single-thread path (cosine-equivalent), + * so this is a pure throughput optimization with no quality change. + * + * Drop-in shape compatible with the optional `ruvector-onnx-embeddings-wasm/parallel` + * package: { numWorkers, dimension, init(), embedBatch(texts) -> number[][], shutdown() }. + */ +import { Worker } from 'node:worker_threads'; +import * as os from 'node:os'; +import { fileURLToPath } from 'node:url'; +import * as path from 'node:path'; + +const __dirname = path.dirname(fileURLToPath(import.meta.url)); + +export class ParallelEmbedder { + /** + * @param {object} opts + * @param {Uint8Array} opts.modelBytes raw ONNX model bytes (loaded once by caller) + * @param {string} opts.tokenizerJson + * @param {number} [opts.maxLength=256] + * @param {number} [opts.dimension=384] + * @param {number} [opts.numWorkers] defaults to min(cpus-2, 16), >=2 + */ + constructor(opts = {}) { + this.numWorkers = opts.numWorkers || Math.max(2, Math.min((os.cpus().length || 4) - 2, 16)); + this.dimension = opts.dimension || 384; + this._modelBytes = opts.modelBytes; + this._tokenizerJson = opts.tokenizerJson; + this._maxLength = opts.maxLength || 256; + this._requestTimeoutMs = opts.requestTimeoutMs ?? 30000; + this._workers = []; + this._pending = new Map(); // id -> { resolve, reject, worker, timer } + this._seq = 0; + this._shuttingDown = false; + } + + async init() { + if (!this._modelBytes || !this._tokenizerJson) { + throw new Error('ParallelEmbedder requires modelBytes and tokenizerJson'); + } + // Share model bytes across all workers via a single SharedArrayBuffer. + const sab = new SharedArrayBuffer(this._modelBytes.length); + new Uint8Array(sab).set(this._modelBytes); + + const workerUrl = new URL('./embed-worker.mjs', import.meta.url); + const readies = []; + + for (let i = 0; i < this.numWorkers; i++) { + const w = new Worker(workerUrl, { + workerData: { modelSab: sab, tokenizerJson: this._tokenizerJson, maxLength: this._maxLength }, + }); + w.on('message', (m) => this._onMessage(m)); + // If a worker dies (uncaught error or unexpected exit), fail every request + // currently routed to it instead of letting those promises hang forever. + w.on('error', (e) => this._failWorker(w, e instanceof Error ? e : new Error(String(e)))); + w.on('exit', (code) => { + if (!this._shuttingDown && code !== 0) { + this._failWorker(w, new Error(`embed worker exited unexpectedly (code ${code})`)); + } + }); + this._workers.push(w); + readies.push(new Promise((resolve, reject) => { + const onReady = (m) => { + if (m.type === 'ready') { cleanup(); resolve(); } + else if (m.type === 'init-error') { cleanup(); reject(new Error('worker init failed: ' + m.error)); } + }; + const onErr = (e) => { cleanup(); reject(e); }; + const cleanup = () => { w.off('message', onReady); w.off('error', onErr); }; + w.on('message', onReady); + w.once('error', onErr); + })); + } + + await Promise.all(readies); + // Drop the main-thread reference; the SAB keeps the shared copy alive. + this._modelBytes = null; + } + + _settle(id, fn) { + const p = this._pending.get(id); + if (!p) return; + this._pending.delete(id); + if (p.timer) clearTimeout(p.timer); + fn(p); + } + + _onMessage(m) { + if (m.type !== 'result' && m.type !== 'error') return; + this._settle(m.id, (p) => { + if (m.type === 'error') p.reject(new Error(m.error)); + else p.resolve({ dim: m.dim, count: m.count, flat: new Float32Array(m.buffer) }); + }); + } + + /** Reject every in-flight request routed to a dead worker. */ + _failWorker(worker, err) { + for (const [id, p] of this._pending) { + if (p.worker === worker) this._settle(id, () => p.reject(err)); + } + } + + _send(worker, texts) { + const id = ++this._seq; + return new Promise((resolve, reject) => { + const entry = { resolve, reject, worker, timer: null }; + if (this._requestTimeoutMs > 0) { + entry.timer = setTimeout(() => { + this._settle(id, () => + reject(new Error(`embed request timed out after ${this._requestTimeoutMs}ms`))); + }, this._requestTimeoutMs); + // Don't keep the event loop alive solely for this timer. + if (typeof entry.timer.unref === 'function') entry.timer.unref(); + } + this._pending.set(id, entry); + worker.postMessage({ type: 'embed', id, texts }); + }); + } + + /** + * Embed many texts, sharded across workers. Returns number[][] in input order. + */ + async embedBatch(texts) { + if (!texts || texts.length === 0) return []; + const n = this._workers.length; + const shard = Math.ceil(texts.length / n); + const tasks = []; + const starts = []; + for (let i = 0; i < n; i++) { + const start = i * shard; + if (start >= texts.length) break; + const end = Math.min(texts.length, start + shard); + starts.push(start); + tasks.push(this._send(this._workers[i], texts.slice(start, end))); + } + const results = await Promise.all(tasks); + const out = new Array(texts.length); + for (let r = 0; r < results.length; r++) { + const { dim, count, flat } = results[r]; + const start = starts[r]; + for (let j = 0; j < count; j++) { + out[start + j] = Array.from(flat.subarray(j * dim, (j + 1) * dim)); + } + } + return out; + } + + async shutdown() { + this._shuttingDown = true; + // Reject anything still in flight so callers don't hang on shutdown. + for (const [id, p] of this._pending) { + this._settle(id, () => p.reject(new Error('ParallelEmbedder shut down'))); + } + const ws = this._workers; + this._workers = []; + await Promise.all(ws.map((w) => w.terminate())); + } +} + +export default ParallelEmbedder; diff --git a/npm/packages/ruvector/src/core/onnx/embed-worker.mjs b/npm/packages/ruvector/src/core/onnx/embed-worker.mjs new file mode 100644 index 0000000000..7d343cd965 --- /dev/null +++ b/npm/packages/ruvector/src/core/onnx/embed-worker.mjs @@ -0,0 +1,67 @@ +/** + * Worker-thread entry for the bundled-WASM parallel embedder (issue #523 SOTA). + * + * Each worker loads its own instance of the bundled ONNX WASM embedder from the + * SAME model bytes (shared via SharedArrayBuffer — no per-worker download) and + * the SAME config, so the vectors it produces are identical to the single-thread + * path (cosine-equivalent by construction). + * + * Protocol: + * workerData: { modelSab: SharedArrayBuffer, tokenizerJson: string, maxLength: number } + * → posts { type: 'ready' } once the WASM embedder is constructed + * message { type: 'embed', id, texts: string[] } + * → posts { type: 'result', id, dim, count, buffer } (Float32Array buffer, transferred) + * errors → { type: 'error', id, error } + */ +import { parentPort, workerData } from 'node:worker_threads'; +import { pathToFileURL, fileURLToPath } from 'node:url'; +import * as path from 'node:path'; +import * as fs from 'node:fs'; + +const __dirname = path.dirname(fileURLToPath(import.meta.url)); + +let embedder = null; + +async function init() { + const bgJsPath = path.join(__dirname, 'pkg', 'ruvector_onnx_embeddings_wasm_bg.js'); + const wasmPath = path.join(__dirname, 'pkg', 'ruvector_onnx_embeddings_wasm_bg.wasm'); + + const wasmModule = await import(pathToFileURL(bgJsPath).href); + const wasmBytes = fs.readFileSync(wasmPath); + const wasmResult = await WebAssembly.instantiate(wasmBytes, { + './ruvector_onnx_embeddings_wasm_bg.js': wasmModule, + }); + const wasmExports = wasmResult.instance.exports; + if (typeof wasmModule.__wbg_set_wasm === 'function') wasmModule.__wbg_set_wasm(wasmExports); + if (typeof wasmExports.__wbindgen_start === 'function') wasmExports.__wbindgen_start(); + + // Reconstruct model bytes from the shared buffer (zero-copy view, then handed + // to wasm-bindgen which copies into WASM linear memory). + const modelBytes = new Uint8Array(workerData.modelSab); + + const cfg = new wasmModule.WasmEmbedderConfig() + .setMaxLength(workerData.maxLength || 256) + .setNormalize(true) + .setPooling(0); // Mean pooling — matches the single-thread path. + + embedder = wasmModule.WasmEmbedder.withConfig(modelBytes, workerData.tokenizerJson, cfg); +} + +parentPort.on('message', (msg) => { + if (msg.type !== 'embed') return; + try { + const dim = embedder.dimension(); + const flat = embedder.embedBatch(msg.texts); // length = texts.length * dim + const arr = Float32Array.from(flat); + parentPort.postMessage( + { type: 'result', id: msg.id, dim, count: msg.texts.length, buffer: arr.buffer }, + [arr.buffer], + ); + } catch (e) { + parentPort.postMessage({ type: 'error', id: msg.id, error: e?.message || String(e) }); + } +}); + +init() + .then(() => parentPort.postMessage({ type: 'ready' })) + .catch((e) => parentPort.postMessage({ type: 'init-error', error: e?.message || String(e) })); diff --git a/npm/packages/ruvector/src/core/onnx/loader.js b/npm/packages/ruvector/src/core/onnx/loader.js index b20b167fdd..40c032cfe1 100644 --- a/npm/packages/ruvector/src/core/onnx/loader.js +++ b/npm/packages/ruvector/src/core/onnx/loader.js @@ -76,6 +76,14 @@ export const MODELS = { */ export const DEFAULT_MODEL = 'all-MiniLM-L6-v2'; +/** + * In-memory memo of loaded models, keyed by model name. Deduplicates the + * (re-)download + decode when multiple embedder instances load the same model + * in one process. In Node there is no Cache API, so without this every + * ModelLoader.loadModel() re-fetches the model from HuggingFace (issue #523). + */ +const _inMemoryModelCache = new Map(); + /** * Model loader with caching support */ @@ -97,6 +105,24 @@ export class ModelLoader { throw new Error(`Unknown model: ${modelName}. Available: ${Object.keys(MODELS).join(', ')}`); } + // In-memory memo: a second load of the same model in this process reuses + // the already-downloaded bytes instead of re-fetching (issue #523). + if (this.cache && _inMemoryModelCache.has(modelName)) { + return _inMemoryModelCache.get(modelName); + } + + // On-disk cache (Node only): models persist across processes so they are + // downloaded once, not every run. The browser has the Cache API instead + // (handled in fetchWithCache). See issue #523. + if (this.cache) { + const disk = await this._loadFromDisk(modelName); + if (disk) { + const cached = { ...disk, config: modelConfig }; + _inMemoryModelCache.set(modelName, cached); + return cached; + } + } + console.log(`Loading model: ${modelConfig.name} (${modelConfig.size})`); const [modelBytes, tokenizerJson] = await Promise.all([ @@ -104,11 +130,71 @@ export class ModelLoader { this.fetchWithCache(modelConfig.tokenizer, `${modelName}-tokenizer.json`, 'text'), ]); - return { + const result = { modelBytes: new Uint8Array(modelBytes), tokenizerJson, config: modelConfig, }; + + if (this.cache) { + _inMemoryModelCache.set(modelName, result); + await this._saveToDisk(modelName, result.modelBytes, tokenizerJson); + } + + return result; + } + + /** + * Resolve the Node on-disk cache dir for a model (null in non-Node envs). + * Uses dynamic import so this module stays loadable in browsers/bundlers. + */ + async _diskCacheDir(modelName) { + if (typeof process === 'undefined' || !process.versions?.node) return null; + const home = process.env.RUVECTOR_CACHE_DIR + || process.env.HOME || process.env.USERPROFILE || '/tmp'; + const path = await import('node:path'); + return path.join(home, '.ruvector', 'models', modelName); + } + + /** Load model bytes + tokenizer from the Node disk cache, or null if absent. */ + async _loadFromDisk(modelName) { + const dir = await this._diskCacheDir(modelName); + if (!dir) return null; + try { + const fs = await import('node:fs'); + const path = await import('node:path'); + const modelPath = path.join(dir, 'model.onnx'); + const tokPath = path.join(dir, 'tokenizer.json'); + if (!fs.existsSync(modelPath) || !fs.existsSync(tokPath)) return null; + const modelBytes = new Uint8Array(fs.readFileSync(modelPath)); + const tokenizerJson = fs.readFileSync(tokPath, 'utf8'); + if (modelBytes.length === 0 || tokenizerJson.length === 0) return null; + console.log(` Disk cache hit: ${modelName}`); + return { modelBytes, tokenizerJson }; + } catch { + return null; + } + } + + /** Persist model bytes + tokenizer to the Node disk cache (best-effort). */ + async _saveToDisk(modelName, modelBytes, tokenizerJson) { + const dir = await this._diskCacheDir(modelName); + if (!dir) return; + try { + const fs = await import('node:fs'); + const path = await import('node:path'); + fs.mkdirSync(dir, { recursive: true }); + // Write to temp files then rename, so a crash mid-write can't leave a + // truncated cache entry that later reads would trust. + const mTmp = path.join(dir, 'model.onnx.tmp'); + const tTmp = path.join(dir, 'tokenizer.json.tmp'); + fs.writeFileSync(mTmp, Buffer.from(modelBytes)); + fs.writeFileSync(tTmp, tokenizerJson); + fs.renameSync(mTmp, path.join(dir, 'model.onnx')); + fs.renameSync(tTmp, path.join(dir, 'tokenizer.json')); + } catch { + // Cache write is best-effort; embedding still works without it. + } } /** diff --git a/npm/packages/ruvector/src/core/onnx/package.json b/npm/packages/ruvector/src/core/onnx/package.json new file mode 100644 index 0000000000..3dbc1ca591 --- /dev/null +++ b/npm/packages/ruvector/src/core/onnx/package.json @@ -0,0 +1,3 @@ +{ + "type": "module" +} diff --git a/npm/packages/ruvector/src/core/parallel-intelligence.d.ts b/npm/packages/ruvector/src/core/parallel-intelligence.d.ts deleted file mode 100644 index 4b9fd9b1b0..0000000000 --- a/npm/packages/ruvector/src/core/parallel-intelligence.d.ts +++ /dev/null @@ -1,109 +0,0 @@ -/** - * Parallel Intelligence - Worker-based acceleration for IntelligenceEngine - * - * Provides parallel processing for: - * - Q-learning batch updates (3-4x faster) - * - Multi-file pattern matching - * - Background memory indexing - * - Parallel similarity search - * - Multi-file code analysis - * - Parallel git commit analysis - * - * Uses worker_threads for CPU-bound operations, keeping hooks non-blocking. - */ -export interface ParallelConfig { - /** Number of worker threads (default: CPU cores - 1) */ - numWorkers?: number; - /** Enable parallel processing (default: true for MCP, false for CLI) */ - enabled?: boolean; - /** Minimum batch size to use parallel (default: 4) */ - batchThreshold?: number; -} -export interface BatchEpisode { - state: string; - action: string; - reward: number; - nextState: string; - done: boolean; - metadata?: Record; -} -export interface PatternMatchResult { - file: string; - patterns: Array<{ - pattern: string; - confidence: number; - }>; -} -export interface CoEditAnalysis { - file1: string; - file2: string; - commits: string[]; - strength: number; -} -export declare class ParallelIntelligence { - private workers; - private taskQueue; - private busyWorkers; - private config; - private initialized; - constructor(config?: ParallelConfig); - /** - * Initialize worker pool - */ - init(): Promise; - private processQueue; - /** - * Execute task in worker pool - */ - private executeInWorker; - /** - * Batch Q-learning episode recording (3-4x faster) - */ - recordEpisodesBatch(episodes: BatchEpisode[]): Promise; - /** - * Multi-file pattern matching (parallel pretrain) - */ - matchPatternsParallel(files: string[]): Promise; - /** - * Background memory indexing (non-blocking) - */ - indexMemoriesBackground(memories: Array<{ - content: string; - type: string; - }>): Promise; - /** - * Parallel similarity search with sharding - */ - searchParallel(query: string, topK?: number): Promise>; - /** - * Multi-file AST analysis for routing - */ - analyzeFilesParallel(files: string[]): Promise>; - /** - * Parallel git commit analysis for co-edit detection - */ - analyzeCommitsParallel(commits: string[]): Promise; - /** - * Get worker pool stats - */ - getStats(): { - enabled: boolean; - workers: number; - busy: number; - queued: number; - }; - /** - * Shutdown worker pool - */ - shutdown(): Promise; -} -export declare function getParallelIntelligence(config?: ParallelConfig): ParallelIntelligence; -export declare function initParallelIntelligence(config?: ParallelConfig): Promise; -export default ParallelIntelligence; -//# sourceMappingURL=parallel-intelligence.d.ts.map \ No newline at end of file diff --git a/npm/packages/ruvector/src/core/parallel-intelligence.d.ts.map b/npm/packages/ruvector/src/core/parallel-intelligence.d.ts.map deleted file mode 100644 index 838309bb35..0000000000 --- a/npm/packages/ruvector/src/core/parallel-intelligence.d.ts.map +++ /dev/null @@ -1 +0,0 @@ -{"version":3,"file":"parallel-intelligence.d.ts","sourceRoot":"","sources":["parallel-intelligence.ts"],"names":[],"mappings":"AAAA;;;;;;;;;;;;GAYG;AAUH,MAAM,WAAW,cAAc;IAC7B,wDAAwD;IACxD,UAAU,CAAC,EAAE,MAAM,CAAC;IACpB,wEAAwE;IACxE,OAAO,CAAC,EAAE,OAAO,CAAC;IAClB,sDAAsD;IACtD,cAAc,CAAC,EAAE,MAAM,CAAC;CACzB;AAED,MAAM,WAAW,YAAY;IAC3B,KAAK,EAAE,MAAM,CAAC;IACd,MAAM,EAAE,MAAM,CAAC;IACf,MAAM,EAAE,MAAM,CAAC;IACf,SAAS,EAAE,MAAM,CAAC;IAClB,IAAI,EAAE,OAAO,CAAC;IACd,QAAQ,CAAC,EAAE,MAAM,CAAC,MAAM,EAAE,GAAG,CAAC,CAAC;CAChC;AAED,MAAM,WAAW,kBAAkB;IACjC,IAAI,EAAE,MAAM,CAAC;IACb,QAAQ,EAAE,KAAK,CAAC;QAAE,OAAO,EAAE,MAAM,CAAC;QAAC,UAAU,EAAE,MAAM,CAAA;KAAE,CAAC,CAAC;CAC1D;AAED,MAAM,WAAW,cAAc;IAC7B,KAAK,EAAE,MAAM,CAAC;IACd,KAAK,EAAE,MAAM,CAAC;IACd,OAAO,EAAE,MAAM,EAAE,CAAC;IAClB,QAAQ,EAAE,MAAM,CAAC;CAClB;AAMD,qBAAa,oBAAoB;IAC/B,OAAO,CAAC,OAAO,CAAgB;IAC/B,OAAO,CAAC,SAAS,CAAiE;IAClF,OAAO,CAAC,WAAW,CAA0B;IAC7C,OAAO,CAAC,MAAM,CAA2B;IACzC,OAAO,CAAC,WAAW,CAAS;gBAEhB,MAAM,GAAE,cAAmB;IAWvC;;OAEG;IACG,IAAI,IAAI,OAAO,CAAC,IAAI,CAAC;IAyB3B,OAAO,CAAC,YAAY;IAWpB;;OAEG;YACW,eAAe;IAiC7B;;OAEG;IACG,mBAAmB,CAAC,QAAQ,EAAE,YAAY,EAAE,GAAG,OAAO,CAAC,IAAI,CAAC;IAkBlE;;OAEG;IACG,qBAAqB,CAAC,KAAK,EAAE,MAAM,EAAE,GAAG,OAAO,CAAC,kBAAkB,EAAE,CAAC;IAkB3E;;OAEG;IACG,uBAAuB,CAAC,QAAQ,EAAE,KAAK,CAAC;QAAE,OAAO,EAAE,MAAM,CAAC;QAAC,IAAI,EAAE,MAAM,CAAA;KAAE,CAAC,GAAG,OAAO,CAAC,IAAI,CAAC;IAOhG;;OAEG;IACG,cAAc,CAAC,KAAK,EAAE,MAAM,EAAE,IAAI,GAAE,MAAU,GAAG,OAAO,CAAC,KAAK,CAAC;QAAE,OAAO,EAAE,MAAM,CAAC;QAAC,KAAK,EAAE,MAAM,CAAA;KAAE,CAAC,CAAC;IAsBzG;;OAEG;IACG,oBAAoB,CAAC,KAAK,EAAE,MAAM,EAAE,GAAG,OAAO,CAAC,GAAG,CAAC,MAAM,EAAE;QAAE,KAAK,EAAE,MAAM,CAAC;QAAC,UAAU,EAAE,MAAM,CAAA;KAAE,CAAC,CAAC;IAqBxG;;OAEG;IACG,sBAAsB,CAAC,OAAO,EAAE,MAAM,EAAE,GAAG,OAAO,CAAC,cAAc,EAAE,CAAC;IAkB1E;;OAEG;IACH,QAAQ,IAAI;QAAE,OAAO,EAAE,OAAO,CAAC;QAAC,OAAO,EAAE,MAAM,CAAC;QAAC,IAAI,EAAE,MAAM,CAAC;QAAC,MAAM,EAAE,MAAM,CAAA;KAAE;IAS/E;;OAEG;IACG,QAAQ,IAAI,OAAO,CAAC,IAAI,CAAC;CAOhC;AAkGD,wBAAgB,uBAAuB,CAAC,MAAM,CAAC,EAAE,cAAc,GAAG,oBAAoB,CAKrF;AAED,wBAAsB,wBAAwB,CAAC,MAAM,CAAC,EAAE,cAAc,GAAG,OAAO,CAAC,oBAAoB,CAAC,CAIrG;AAED,eAAe,oBAAoB,CAAC"} \ No newline at end of file diff --git a/npm/packages/ruvector/src/core/parallel-intelligence.js b/npm/packages/ruvector/src/core/parallel-intelligence.js deleted file mode 100644 index 72f925c551..0000000000 --- a/npm/packages/ruvector/src/core/parallel-intelligence.js +++ /dev/null @@ -1,341 +0,0 @@ -"use strict"; -/** - * Parallel Intelligence - Worker-based acceleration for IntelligenceEngine - * - * Provides parallel processing for: - * - Q-learning batch updates (3-4x faster) - * - Multi-file pattern matching - * - Background memory indexing - * - Parallel similarity search - * - Multi-file code analysis - * - Parallel git commit analysis - * - * Uses worker_threads for CPU-bound operations, keeping hooks non-blocking. - */ -var __createBinding = (this && this.__createBinding) || (Object.create ? (function(o, m, k, k2) { - if (k2 === undefined) k2 = k; - var desc = Object.getOwnPropertyDescriptor(m, k); - if (!desc || ("get" in desc ? !m.__esModule : desc.writable || desc.configurable)) { - desc = { enumerable: true, get: function() { return m[k]; } }; - } - Object.defineProperty(o, k2, desc); -}) : (function(o, m, k, k2) { - if (k2 === undefined) k2 = k; - o[k2] = m[k]; -})); -var __setModuleDefault = (this && this.__setModuleDefault) || (Object.create ? (function(o, v) { - Object.defineProperty(o, "default", { enumerable: true, value: v }); -}) : function(o, v) { - o["default"] = v; -}); -var __importStar = (this && this.__importStar) || (function () { - var ownKeys = function(o) { - ownKeys = Object.getOwnPropertyNames || function (o) { - var ar = []; - for (var k in o) if (Object.prototype.hasOwnProperty.call(o, k)) ar[ar.length] = k; - return ar; - }; - return ownKeys(o); - }; - return function (mod) { - if (mod && mod.__esModule) return mod; - var result = {}; - if (mod != null) for (var k = ownKeys(mod), i = 0; i < k.length; i++) if (k[i] !== "default") __createBinding(result, mod, k[i]); - __setModuleDefault(result, mod); - return result; - }; -})(); -Object.defineProperty(exports, "__esModule", { value: true }); -exports.ParallelIntelligence = void 0; -exports.getParallelIntelligence = getParallelIntelligence; -exports.initParallelIntelligence = initParallelIntelligence; -const worker_threads_1 = require("worker_threads"); -const os = __importStar(require("os")); -// ============================================================================ -// Worker Pool Manager -// ============================================================================ -class ParallelIntelligence { - constructor(config = {}) { - this.workers = []; - this.taskQueue = []; - this.busyWorkers = new Set(); - this.initialized = false; - const isCLI = process.env.RUVECTOR_CLI === '1'; - const isMCP = process.env.MCP_SERVER === '1'; - this.config = { - numWorkers: config.numWorkers ?? Math.max(1, os.cpus().length - 1), - enabled: config.enabled ?? (isMCP || (!isCLI && process.env.RUVECTOR_PARALLEL === '1')), - batchThreshold: config.batchThreshold ?? 4, - }; - } - /** - * Initialize worker pool - */ - async init() { - if (this.initialized || !this.config.enabled) - return; - for (let i = 0; i < this.config.numWorkers; i++) { - const worker = new worker_threads_1.Worker(__filename, { - workerData: { workerId: i }, - }); - worker.on('message', (result) => { - this.busyWorkers.delete(worker); - this.processQueue(); - }); - worker.on('error', (err) => { - console.error(`Worker ${i} error:`, err); - this.busyWorkers.delete(worker); - }); - this.workers.push(worker); - } - this.initialized = true; - console.error(`ParallelIntelligence: ${this.config.numWorkers} workers ready`); - } - processQueue() { - while (this.taskQueue.length > 0 && this.busyWorkers.size < this.workers.length) { - const availableWorker = this.workers.find(w => !this.busyWorkers.has(w)); - if (!availableWorker) - break; - const task = this.taskQueue.shift(); - this.busyWorkers.add(availableWorker); - availableWorker.postMessage(task.task); - } - } - /** - * Execute task in worker pool - */ - async executeInWorker(task) { - if (!this.initialized || !this.config.enabled) { - throw new Error('ParallelIntelligence not initialized'); - } - return new Promise((resolve, reject) => { - const availableWorker = this.workers.find(w => !this.busyWorkers.has(w)); - if (availableWorker) { - this.busyWorkers.add(availableWorker); - const handler = (result) => { - this.busyWorkers.delete(availableWorker); - availableWorker.off('message', handler); - if (result.error) { - reject(new Error(result.error)); - } - else { - resolve(result.data); - } - }; - availableWorker.on('message', handler); - availableWorker.postMessage(task); - } - else { - this.taskQueue.push({ task, resolve, reject }); - } - }); - } - // ========================================================================= - // Parallel Operations - // ========================================================================= - /** - * Batch Q-learning episode recording (3-4x faster) - */ - async recordEpisodesBatch(episodes) { - if (episodes.length < this.config.batchThreshold || !this.config.enabled) { - // Fall back to sequential - return; - } - // Split into chunks for workers - const chunkSize = Math.ceil(episodes.length / this.config.numWorkers); - const chunks = []; - for (let i = 0; i < episodes.length; i += chunkSize) { - chunks.push(episodes.slice(i, i + chunkSize)); - } - await Promise.all(chunks.map(chunk => this.executeInWorker({ type: 'recordEpisodes', episodes: chunk }))); - } - /** - * Multi-file pattern matching (parallel pretrain) - */ - async matchPatternsParallel(files) { - if (files.length < this.config.batchThreshold || !this.config.enabled) { - return []; - } - const chunkSize = Math.ceil(files.length / this.config.numWorkers); - const chunks = []; - for (let i = 0; i < files.length; i += chunkSize) { - chunks.push(files.slice(i, i + chunkSize)); - } - const results = await Promise.all(chunks.map(chunk => this.executeInWorker({ type: 'matchPatterns', files: chunk }))); - return results.flat(); - } - /** - * Background memory indexing (non-blocking) - */ - async indexMemoriesBackground(memories) { - if (memories.length === 0 || !this.config.enabled) - return; - // Fire and forget - non-blocking - this.executeInWorker({ type: 'indexMemories', memories }).catch(() => { }); - } - /** - * Parallel similarity search with sharding - */ - async searchParallel(query, topK = 5) { - if (!this.config.enabled) - return []; - // Each worker searches its shard - const shardResults = await Promise.all(this.workers.map((_, i) => this.executeInWorker({ - type: 'search', - query, - topK, - shardId: i, - }))); - // Merge and sort results - return shardResults - .flat() - .sort((a, b) => b.score - a.score) - .slice(0, topK); - } - /** - * Multi-file AST analysis for routing - */ - async analyzeFilesParallel(files) { - if (files.length < this.config.batchThreshold || !this.config.enabled) { - return new Map(); - } - const chunkSize = Math.ceil(files.length / this.config.numWorkers); - const chunks = []; - for (let i = 0; i < files.length; i += chunkSize) { - chunks.push(files.slice(i, i + chunkSize)); - } - const results = await Promise.all(chunks.map(chunk => this.executeInWorker({ - type: 'analyzeFiles', - files: chunk, - }))); - return new Map(results.flat()); - } - /** - * Parallel git commit analysis for co-edit detection - */ - async analyzeCommitsParallel(commits) { - if (commits.length < this.config.batchThreshold || !this.config.enabled) { - return []; - } - const chunkSize = Math.ceil(commits.length / this.config.numWorkers); - const chunks = []; - for (let i = 0; i < commits.length; i += chunkSize) { - chunks.push(commits.slice(i, i + chunkSize)); - } - const results = await Promise.all(chunks.map(chunk => this.executeInWorker({ type: 'analyzeCommits', commits: chunk }))); - return results.flat(); - } - /** - * Get worker pool stats - */ - getStats() { - return { - enabled: this.config.enabled, - workers: this.workers.length, - busy: this.busyWorkers.size, - queued: this.taskQueue.length, - }; - } - /** - * Shutdown worker pool - */ - async shutdown() { - await Promise.all(this.workers.map(w => w.terminate())); - this.workers = []; - this.busyWorkers.clear(); - this.taskQueue = []; - this.initialized = false; - } -} -exports.ParallelIntelligence = ParallelIntelligence; -// ============================================================================ -// Worker Thread Code -// ============================================================================ -if (!worker_threads_1.isMainThread && worker_threads_1.parentPort) { - // This code runs in worker threads - const { workerId } = worker_threads_1.workerData; - worker_threads_1.parentPort.on('message', async (task) => { - try { - let result; - switch (task.type) { - case 'recordEpisodes': - // Process episode batch - result = await processEpisodes(task.episodes); - break; - case 'matchPatterns': - // Match patterns in files - result = await matchPatterns(task.files); - break; - case 'indexMemories': - // Index memories - result = await indexMemories(task.memories); - break; - case 'search': - // Search shard - result = await searchShard(task.query, task.topK, task.shardId); - break; - case 'analyzeFiles': - // Analyze file ASTs - result = await analyzeFiles(task.files); - break; - case 'analyzeCommits': - // Analyze git commits - result = await analyzeCommits(task.commits); - break; - default: - throw new Error(`Unknown task type: ${task.type}`); - } - worker_threads_1.parentPort.postMessage({ data: result }); - } - catch (error) { - worker_threads_1.parentPort.postMessage({ error: error.message }); - } - }); - // Worker task implementations - async function processEpisodes(episodes) { - // Embed and process episodes - // In a real implementation, this would use the embedder and update Q-values - return episodes.length; - } - async function matchPatterns(files) { - // Match patterns in files - // Would read files and extract patterns - return files.map(file => ({ - file, - patterns: [], - })); - } - async function indexMemories(memories) { - // Index memories in background - return memories.length; - } - async function searchShard(query, topK, shardId) { - // Search this worker's shard - return []; - } - async function analyzeFiles(files) { - // Analyze file ASTs - return files.map(f => [f, { agent: 'coder', confidence: 0.5 }]); - } - async function analyzeCommits(commits) { - // Analyze git commits for co-edit patterns - return []; - } -} -// ============================================================================ -// Singleton for easy access -// ============================================================================ -let instance = null; -function getParallelIntelligence(config) { - if (!instance) { - instance = new ParallelIntelligence(config); - } - return instance; -} -async function initParallelIntelligence(config) { - const pi = getParallelIntelligence(config); - await pi.init(); - return pi; -} -exports.default = ParallelIntelligence; -//# sourceMappingURL=parallel-intelligence.js.map \ No newline at end of file diff --git a/npm/packages/ruvector/src/core/parallel-intelligence.js.map b/npm/packages/ruvector/src/core/parallel-intelligence.js.map deleted file mode 100644 index 6e2e0ebf2c..0000000000 --- a/npm/packages/ruvector/src/core/parallel-intelligence.js.map +++ /dev/null @@ -1 +0,0 @@ -{"version":3,"file":"parallel-intelligence.js","sourceRoot":"","sources":["parallel-intelligence.ts"],"names":[],"mappings":";AAAA;;;;;;;;;;;;GAYG;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;AA2XH,0DAKC;AAED,4DAIC;AApYD,mDAA8E;AAE9E,uCAAyB;AAoCzB,+EAA+E;AAC/E,sBAAsB;AACtB,+EAA+E;AAE/E,MAAa,oBAAoB;IAO/B,YAAY,SAAyB,EAAE;QAN/B,YAAO,GAAa,EAAE,CAAC;QACvB,cAAS,GAA8D,EAAE,CAAC;QAC1E,gBAAW,GAAgB,IAAI,GAAG,EAAE,CAAC;QAErC,gBAAW,GAAG,KAAK,CAAC;QAG1B,MAAM,KAAK,GAAG,OAAO,CAAC,GAAG,CAAC,YAAY,KAAK,GAAG,CAAC;QAC/C,MAAM,KAAK,GAAG,OAAO,CAAC,GAAG,CAAC,UAAU,KAAK,GAAG,CAAC;QAE7C,IAAI,CAAC,MAAM,GAAG;YACZ,UAAU,EAAE,MAAM,CAAC,UAAU,IAAI,IAAI,CAAC,GAAG,CAAC,CAAC,EAAE,EAAE,CAAC,IAAI,EAAE,CAAC,MAAM,GAAG,CAAC,CAAC;YAClE,OAAO,EAAE,MAAM,CAAC,OAAO,IAAI,CAAC,KAAK,IAAI,CAAC,CAAC,KAAK,IAAI,OAAO,CAAC,GAAG,CAAC,iBAAiB,KAAK,GAAG,CAAC,CAAC;YACvF,cAAc,EAAE,MAAM,CAAC,cAAc,IAAI,CAAC;SAC3C,CAAC;IACJ,CAAC;IAED;;OAEG;IACH,KAAK,CAAC,IAAI;QACR,IAAI,IAAI,CAAC,WAAW,IAAI,CAAC,IAAI,CAAC,MAAM,CAAC,OAAO;YAAE,OAAO;QAErD,KAAK,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,IAAI,CAAC,MAAM,CAAC,UAAU,EAAE,CAAC,EAAE,EAAE,CAAC;YAChD,MAAM,MAAM,GAAG,IAAI,uBAAM,CAAC,UAAU,EAAE;gBACpC,UAAU,EAAE,EAAE,QAAQ,EAAE,CAAC,EAAE;aAC5B,CAAC,CAAC;YAEH,MAAM,CAAC,EAAE,CAAC,SAAS,EAAE,CAAC,MAAM,EAAE,EAAE;gBAC9B,IAAI,CAAC,WAAW,CAAC,MAAM,CAAC,MAAM,CAAC,CAAC;gBAChC,IAAI,CAAC,YAAY,EAAE,CAAC;YACtB,CAAC,CAAC,CAAC;YAEH,MAAM,CAAC,EAAE,CAAC,OAAO,EAAE,CAAC,GAAG,EAAE,EAAE;gBACzB,OAAO,CAAC,KAAK,CAAC,UAAU,CAAC,SAAS,EAAE,GAAG,CAAC,CAAC;gBACzC,IAAI,CAAC,WAAW,CAAC,MAAM,CAAC,MAAM,CAAC,CAAC;YAClC,CAAC,CAAC,CAAC;YAEH,IAAI,CAAC,OAAO,CAAC,IAAI,CAAC,MAAM,CAAC,CAAC;QAC5B,CAAC;QAED,IAAI,CAAC,WAAW,GAAG,IAAI,CAAC;QACxB,OAAO,CAAC,KAAK,CAAC,yBAAyB,IAAI,CAAC,MAAM,CAAC,UAAU,gBAAgB,CAAC,CAAC;IACjF,CAAC;IAEO,YAAY;QAClB,OAAO,IAAI,CAAC,SAAS,CAAC,MAAM,GAAG,CAAC,IAAI,IAAI,CAAC,WAAW,CAAC,IAAI,GAAG,IAAI,CAAC,OAAO,CAAC,MAAM,EAAE,CAAC;YAChF,MAAM,eAAe,GAAG,IAAI,CAAC,OAAO,CAAC,IAAI,CAAC,CAAC,CAAC,EAAE,CAAC,CAAC,IAAI,CAAC,WAAW,CAAC,GAAG,CAAC,CAAC,CAAC,CAAC,CAAC;YACzE,IAAI,CAAC,eAAe;gBAAE,MAAM;YAE5B,MAAM,IAAI,GAAG,IAAI,CAAC,SAAS,CAAC,KAAK,EAAG,CAAC;YACrC,IAAI,CAAC,WAAW,CAAC,GAAG,CAAC,eAAe,CAAC,CAAC;YACtC,eAAe,CAAC,WAAW,CAAC,IAAI,CAAC,IAAI,CAAC,CAAC;QACzC,CAAC;IACH,CAAC;IAED;;OAEG;IACK,KAAK,CAAC,eAAe,CAAI,IAAS;QACxC,IAAI,CAAC,IAAI,CAAC,WAAW,IAAI,CAAC,IAAI,CAAC,MAAM,CAAC,OAAO,EAAE,CAAC;YAC9C,MAAM,IAAI,KAAK,CAAC,sCAAsC,CAAC,CAAC;QAC1D,CAAC;QAED,OAAO,IAAI,OAAO,CAAC,CAAC,OAAO,EAAE,MAAM,EAAE,EAAE;YACrC,MAAM,eAAe,GAAG,IAAI,CAAC,OAAO,CAAC,IAAI,CAAC,CAAC,CAAC,EAAE,CAAC,CAAC,IAAI,CAAC,WAAW,CAAC,GAAG,CAAC,CAAC,CAAC,CAAC,CAAC;YAEzE,IAAI,eAAe,EAAE,CAAC;gBACpB,IAAI,CAAC,WAAW,CAAC,GAAG,CAAC,eAAe,CAAC,CAAC;gBAEtC,MAAM,OAAO,GAAG,CAAC,MAAW,EAAE,EAAE;oBAC9B,IAAI,CAAC,WAAW,CAAC,MAAM,CAAC,eAAe,CAAC,CAAC;oBACzC,eAAe,CAAC,GAAG,CAAC,SAAS,EAAE,OAAO,CAAC,CAAC;oBACxC,IAAI,MAAM,CAAC,KAAK,EAAE,CAAC;wBACjB,MAAM,CAAC,IAAI,KAAK,CAAC,MAAM,CAAC,KAAK,CAAC,CAAC,CAAC;oBAClC,CAAC;yBAAM,CAAC;wBACN,OAAO,CAAC,MAAM,CAAC,IAAI,CAAC,CAAC;oBACvB,CAAC;gBACH,CAAC,CAAC;gBAEF,eAAe,CAAC,EAAE,CAAC,SAAS,EAAE,OAAO,CAAC,CAAC;gBACvC,eAAe,CAAC,WAAW,CAAC,IAAI,CAAC,CAAC;YACpC,CAAC;iBAAM,CAAC;gBACN,IAAI,CAAC,SAAS,CAAC,IAAI,CAAC,EAAE,IAAI,EAAE,OAAO,EAAE,MAAM,EAAE,CAAC,CAAC;YACjD,CAAC;QACH,CAAC,CAAC,CAAC;IACL,CAAC;IAED,4EAA4E;IAC5E,sBAAsB;IACtB,4EAA4E;IAE5E;;OAEG;IACH,KAAK,CAAC,mBAAmB,CAAC,QAAwB;QAChD,IAAI,QAAQ,CAAC,MAAM,GAAG,IAAI,CAAC,MAAM,CAAC,cAAc,IAAI,CAAC,IAAI,CAAC,MAAM,CAAC,OAAO,EAAE,CAAC;YACzE,0BAA0B;YAC1B,OAAO;QACT,CAAC;QAED,gCAAgC;QAChC,MAAM,SAAS,GAAG,IAAI,CAAC,IAAI,CAAC,QAAQ,CAAC,MAAM,GAAG,IAAI,CAAC,MAAM,CAAC,UAAU,CAAC,CAAC;QACtE,MAAM,MAAM,GAAG,EAAE,CAAC;QAClB,KAAK,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,QAAQ,CAAC,MAAM,EAAE,CAAC,IAAI,SAAS,EAAE,CAAC;YACpD,MAAM,CAAC,IAAI,CAAC,QAAQ,CAAC,KAAK,CAAC,CAAC,EAAE,CAAC,GAAG,SAAS,CAAC,CAAC,CAAC;QAChD,CAAC;QAED,MAAM,OAAO,CAAC,GAAG,CAAC,MAAM,CAAC,GAAG,CAAC,KAAK,CAAC,EAAE,CACnC,IAAI,CAAC,eAAe,CAAC,EAAE,IAAI,EAAE,gBAAgB,EAAE,QAAQ,EAAE,KAAK,EAAE,CAAC,CAClE,CAAC,CAAC;IACL,CAAC;IAED;;OAEG;IACH,KAAK,CAAC,qBAAqB,CAAC,KAAe;QACzC,IAAI,KAAK,CAAC,MAAM,GAAG,IAAI,CAAC,MAAM,CAAC,cAAc,IAAI,CAAC,IAAI,CAAC,MAAM,CAAC,OAAO,EAAE,CAAC;YACtE,OAAO,EAAE,CAAC;QACZ,CAAC;QAED,MAAM,SAAS,GAAG,IAAI,CAAC,IAAI,CAAC,KAAK,CAAC,MAAM,GAAG,IAAI,CAAC,MAAM,CAAC,UAAU,CAAC,CAAC;QACnE,MAAM,MAAM,GAAG,EAAE,CAAC;QAClB,KAAK,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,KAAK,CAAC,MAAM,EAAE,CAAC,IAAI,SAAS,EAAE,CAAC;YACjD,MAAM,CAAC,IAAI,CAAC,KAAK,CAAC,KAAK,CAAC,CAAC,EAAE,CAAC,GAAG,SAAS,CAAC,CAAC,CAAC;QAC7C,CAAC;QAED,MAAM,OAAO,GAAG,MAAM,OAAO,CAAC,GAAG,CAAC,MAAM,CAAC,GAAG,CAAC,KAAK,CAAC,EAAE,CACnD,IAAI,CAAC,eAAe,CAAuB,EAAE,IAAI,EAAE,eAAe,EAAE,KAAK,EAAE,KAAK,EAAE,CAAC,CACpF,CAAC,CAAC;QAEH,OAAO,OAAO,CAAC,IAAI,EAAE,CAAC;IACxB,CAAC;IAED;;OAEG;IACH,KAAK,CAAC,uBAAuB,CAAC,QAAkD;QAC9E,IAAI,QAAQ,CAAC,MAAM,KAAK,CAAC,IAAI,CAAC,IAAI,CAAC,MAAM,CAAC,OAAO;YAAE,OAAO;QAE1D,iCAAiC;QACjC,IAAI,CAAC,eAAe,CAAC,EAAE,IAAI,EAAE,eAAe,EAAE,QAAQ,EAAE,CAAC,CAAC,KAAK,CAAC,GAAG,EAAE,GAAE,CAAC,CAAC,CAAC;IAC5E,CAAC;IAED;;OAEG;IACH,KAAK,CAAC,cAAc,CAAC,KAAa,EAAE,OAAe,CAAC;QAClD,IAAI,CAAC,IAAI,CAAC,MAAM,CAAC,OAAO;YAAE,OAAO,EAAE,CAAC;QAEpC,iCAAiC;QACjC,MAAM,YAAY,GAAG,MAAM,OAAO,CAAC,GAAG,CACpC,IAAI,CAAC,OAAO,CAAC,GAAG,CAAC,CAAC,CAAC,EAAE,CAAC,EAAE,EAAE,CACxB,IAAI,CAAC,eAAe,CAA4C;YAC9D,IAAI,EAAE,QAAQ;YACd,KAAK;YACL,IAAI;YACJ,OAAO,EAAE,CAAC;SACX,CAAC,CACH,CACF,CAAC;QAEF,yBAAyB;QACzB,OAAO,YAAY;aAChB,IAAI,EAAE;aACN,IAAI,CAAC,CAAC,CAAC,EAAE,CAAC,EAAE,EAAE,CAAC,CAAC,CAAC,KAAK,GAAG,CAAC,CAAC,KAAK,CAAC;aACjC,KAAK,CAAC,CAAC,EAAE,IAAI,CAAC,CAAC;IACpB,CAAC;IAED;;OAEG;IACH,KAAK,CAAC,oBAAoB,CAAC,KAAe;QACxC,IAAI,KAAK,CAAC,MAAM,GAAG,IAAI,CAAC,MAAM,CAAC,cAAc,IAAI,CAAC,IAAI,CAAC,MAAM,CAAC,OAAO,EAAE,CAAC;YACtE,OAAO,IAAI,GAAG,EAAE,CAAC;QACnB,CAAC;QAED,MAAM,SAAS,GAAG,IAAI,CAAC,IAAI,CAAC,KAAK,CAAC,MAAM,GAAG,IAAI,CAAC,MAAM,CAAC,UAAU,CAAC,CAAC;QACnE,MAAM,MAAM,GAAG,EAAE,CAAC;QAClB,KAAK,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,KAAK,CAAC,MAAM,EAAE,CAAC,IAAI,SAAS,EAAE,CAAC;YACjD,MAAM,CAAC,IAAI,CAAC,KAAK,CAAC,KAAK,CAAC,CAAC,EAAE,CAAC,GAAG,SAAS,CAAC,CAAC,CAAC;QAC7C,CAAC;QAED,MAAM,OAAO,GAAG,MAAM,OAAO,CAAC,GAAG,CAAC,MAAM,CAAC,GAAG,CAAC,KAAK,CAAC,EAAE,CACnD,IAAI,CAAC,eAAe,CAAyD;YAC3E,IAAI,EAAE,cAAc;YACpB,KAAK,EAAE,KAAK;SACb,CAAC,CACH,CAAC,CAAC;QAEH,OAAO,IAAI,GAAG,CAAC,OAAO,CAAC,IAAI,EAAE,CAAC,CAAC;IACjC,CAAC;IAED;;OAEG;IACH,KAAK,CAAC,sBAAsB,CAAC,OAAiB;QAC5C,IAAI,OAAO,CAAC,MAAM,GAAG,IAAI,CAAC,MAAM,CAAC,cAAc,IAAI,CAAC,IAAI,CAAC,MAAM,CAAC,OAAO,EAAE,CAAC;YACxE,OAAO,EAAE,CAAC;QACZ,CAAC;QAED,MAAM,SAAS,GAAG,IAAI,CAAC,IAAI,CAAC,OAAO,CAAC,MAAM,GAAG,IAAI,CAAC,MAAM,CAAC,UAAU,CAAC,CAAC;QACrE,MAAM,MAAM,GAAG,EAAE,CAAC;QAClB,KAAK,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,OAAO,CAAC,MAAM,EAAE,CAAC,IAAI,SAAS,EAAE,CAAC;YACnD,MAAM,CAAC,IAAI,CAAC,OAAO,CAAC,KAAK,CAAC,CAAC,EAAE,CAAC,GAAG,SAAS,CAAC,CAAC,CAAC;QAC/C,CAAC;QAED,MAAM,OAAO,GAAG,MAAM,OAAO,CAAC,GAAG,CAAC,MAAM,CAAC,GAAG,CAAC,KAAK,CAAC,EAAE,CACnD,IAAI,CAAC,eAAe,CAAmB,EAAE,IAAI,EAAE,gBAAgB,EAAE,OAAO,EAAE,KAAK,EAAE,CAAC,CACnF,CAAC,CAAC;QAEH,OAAO,OAAO,CAAC,IAAI,EAAE,CAAC;IACxB,CAAC;IAED;;OAEG;IACH,QAAQ;QACN,OAAO;YACL,OAAO,EAAE,IAAI,CAAC,MAAM,CAAC,OAAO;YAC5B,OAAO,EAAE,IAAI,CAAC,OAAO,CAAC,MAAM;YAC5B,IAAI,EAAE,IAAI,CAAC,WAAW,CAAC,IAAI;YAC3B,MAAM,EAAE,IAAI,CAAC,SAAS,CAAC,MAAM;SAC9B,CAAC;IACJ,CAAC;IAED;;OAEG;IACH,KAAK,CAAC,QAAQ;QACZ,MAAM,OAAO,CAAC,GAAG,CAAC,IAAI,CAAC,OAAO,CAAC,GAAG,CAAC,CAAC,CAAC,EAAE,CAAC,CAAC,CAAC,SAAS,EAAE,CAAC,CAAC,CAAC;QACxD,IAAI,CAAC,OAAO,GAAG,EAAE,CAAC;QAClB,IAAI,CAAC,WAAW,CAAC,KAAK,EAAE,CAAC;QACzB,IAAI,CAAC,SAAS,GAAG,EAAE,CAAC;QACpB,IAAI,CAAC,WAAW,GAAG,KAAK,CAAC;IAC3B,CAAC;CACF;AA7OD,oDA6OC;AAED,+EAA+E;AAC/E,qBAAqB;AACrB,+EAA+E;AAE/E,IAAI,CAAC,6BAAY,IAAI,2BAAU,EAAE,CAAC;IAChC,mCAAmC;IACnC,MAAM,EAAE,QAAQ,EAAE,GAAG,2BAAU,CAAC;IAEhC,2BAAU,CAAC,EAAE,CAAC,SAAS,EAAE,KAAK,EAAE,IAAS,EAAE,EAAE;QAC3C,IAAI,CAAC;YACH,IAAI,MAAW,CAAC;YAEhB,QAAQ,IAAI,CAAC,IAAI,EAAE,CAAC;gBAClB,KAAK,gBAAgB;oBACnB,wBAAwB;oBACxB,MAAM,GAAG,MAAM,eAAe,CAAC,IAAI,CAAC,QAAQ,CAAC,CAAC;oBAC9C,MAAM;gBAER,KAAK,eAAe;oBAClB,0BAA0B;oBAC1B,MAAM,GAAG,MAAM,aAAa,CAAC,IAAI,CAAC,KAAK,CAAC,CAAC;oBACzC,MAAM;gBAER,KAAK,eAAe;oBAClB,iBAAiB;oBACjB,MAAM,GAAG,MAAM,aAAa,CAAC,IAAI,CAAC,QAAQ,CAAC,CAAC;oBAC5C,MAAM;gBAER,KAAK,QAAQ;oBACX,eAAe;oBACf,MAAM,GAAG,MAAM,WAAW,CAAC,IAAI,CAAC,KAAK,EAAE,IAAI,CAAC,IAAI,EAAE,IAAI,CAAC,OAAO,CAAC,CAAC;oBAChE,MAAM;gBAER,KAAK,cAAc;oBACjB,oBAAoB;oBACpB,MAAM,GAAG,MAAM,YAAY,CAAC,IAAI,CAAC,KAAK,CAAC,CAAC;oBACxC,MAAM;gBAER,KAAK,gBAAgB;oBACnB,sBAAsB;oBACtB,MAAM,GAAG,MAAM,cAAc,CAAC,IAAI,CAAC,OAAO,CAAC,CAAC;oBAC5C,MAAM;gBAER;oBACE,MAAM,IAAI,KAAK,CAAC,sBAAsB,IAAI,CAAC,IAAI,EAAE,CAAC,CAAC;YACvD,CAAC;YAED,2BAAW,CAAC,WAAW,CAAC,EAAE,IAAI,EAAE,MAAM,EAAE,CAAC,CAAC;QAC5C,CAAC;QAAC,OAAO,KAAU,EAAE,CAAC;YACpB,2BAAW,CAAC,WAAW,CAAC,EAAE,KAAK,EAAE,KAAK,CAAC,OAAO,EAAE,CAAC,CAAC;QACpD,CAAC;IACH,CAAC,CAAC,CAAC;IAEH,8BAA8B;IAC9B,KAAK,UAAU,eAAe,CAAC,QAAwB;QACrD,6BAA6B;QAC7B,4EAA4E;QAC5E,OAAO,QAAQ,CAAC,MAAM,CAAC;IACzB,CAAC;IAED,KAAK,UAAU,aAAa,CAAC,KAAe;QAC1C,0BAA0B;QAC1B,wCAAwC;QACxC,OAAO,KAAK,CAAC,GAAG,CAAC,IAAI,CAAC,EAAE,CAAC,CAAC;YACxB,IAAI;YACJ,QAAQ,EAAE,EAAE;SACb,CAAC,CAAC,CAAC;IACN,CAAC;IAED,KAAK,UAAU,aAAa,CAAC,QAAe;QAC1C,+BAA+B;QAC/B,OAAO,QAAQ,CAAC,MAAM,CAAC;IACzB,CAAC;IAED,KAAK,UAAU,WAAW,CAAC,KAAa,EAAE,IAAY,EAAE,OAAe;QACrE,6BAA6B;QAC7B,OAAO,EAAE,CAAC;IACZ,CAAC;IAED,KAAK,UAAU,YAAY,CAAC,KAAe;QACzC,oBAAoB;QACpB,OAAO,KAAK,CAAC,GAAG,CAAC,CAAC,CAAC,EAAE,CAAC,CAAC,CAAC,EAAE,EAAE,KAAK,EAAE,OAAO,EAAE,UAAU,EAAE,GAAG,EAAE,CAAC,CAAC,CAAC;IAClE,CAAC;IAED,KAAK,UAAU,cAAc,CAAC,OAAiB;QAC7C,2CAA2C;QAC3C,OAAO,EAAE,CAAC;IACZ,CAAC;AACH,CAAC;AAED,+EAA+E;AAC/E,4BAA4B;AAC5B,+EAA+E;AAE/E,IAAI,QAAQ,GAAgC,IAAI,CAAC;AAEjD,SAAgB,uBAAuB,CAAC,MAAuB;IAC7D,IAAI,CAAC,QAAQ,EAAE,CAAC;QACd,QAAQ,GAAG,IAAI,oBAAoB,CAAC,MAAM,CAAC,CAAC;IAC9C,CAAC;IACD,OAAO,QAAQ,CAAC;AAClB,CAAC;AAEM,KAAK,UAAU,wBAAwB,CAAC,MAAuB;IACpE,MAAM,EAAE,GAAG,uBAAuB,CAAC,MAAM,CAAC,CAAC;IAC3C,MAAM,EAAE,CAAC,IAAI,EAAE,CAAC;IAChB,OAAO,EAAE,CAAC;AACZ,CAAC;AAED,kBAAe,oBAAoB,CAAC"} \ No newline at end of file diff --git a/npm/packages/ruvector/src/core/parallel-workers.d.ts b/npm/packages/ruvector/src/core/parallel-workers.d.ts deleted file mode 100644 index 907f992b37..0000000000 --- a/npm/packages/ruvector/src/core/parallel-workers.d.ts +++ /dev/null @@ -1,177 +0,0 @@ -/** - * Parallel Workers - Extended worker capabilities for RuVector hooks - * - * Provides parallel processing for advanced operations: - * - * 1. SPECULATIVE PRE-COMPUTATION - * - Pre-embed likely next files based on co-edit patterns - * - Warm model cache before operations - * - Predictive route caching - * - * 2. REAL-TIME CODE ANALYSIS - * - Multi-file AST parsing with tree-sitter - * - Cross-file type inference - * - Live complexity metrics - * - Dependency graph updates - * - * 3. ADVANCED LEARNING - * - Distributed trajectory replay - * - Parallel SONA micro-LoRA updates - * - Background EWC consolidation - * - Online pattern clustering - * - * 4. INTELLIGENT RETRIEVAL - * - Parallel RAG chunking and retrieval - * - Sharded similarity search - * - Context relevance ranking - * - Semantic deduplication - * - * 5. SECURITY & QUALITY - * - Parallel SAST scanning - * - Multi-rule linting - * - Vulnerability detection - * - Code smell analysis - * - * 6. GIT INTELLIGENCE - * - Parallel blame analysis - * - Branch comparison - * - Merge conflict prediction - * - Code churn metrics - */ -import { SecurityFinding } from '../analysis/security'; -export interface WorkerPoolConfig { - numWorkers?: number; - enabled?: boolean; - taskTimeout?: number; - maxQueueSize?: number; -} -export interface SpeculativeEmbedding { - file: string; - embedding: number[]; - confidence: number; - timestamp: number; -} -export interface ASTAnalysis { - file: string; - language: string; - complexity: number; - functions: string[]; - imports: string[]; - exports: string[]; - dependencies: string[]; -} -export type { SecurityFinding }; -export interface ContextChunk { - content: string; - source: string; - relevance: number; - embedding?: number[]; -} -export interface GitBlame { - file: string; - lines: Array<{ - line: number; - author: string; - date: string; - commit: string; - }>; -} -export interface CodeChurn { - file: string; - additions: number; - deletions: number; - commits: number; - authors: string[]; - lastModified: string; -} -export declare class ExtendedWorkerPool { - private workers; - private taskQueue; - private busyWorkers; - private config; - private initialized; - private speculativeCache; - private astCache; - constructor(config?: WorkerPoolConfig); - init(): Promise; - private getWorkerCode; - private getWorkerHandlers; - private handleWorkerResult; - private processQueue; - private execute; - /** - * Pre-embed files likely to be edited next based on co-edit patterns - * Hook: session-start, post-edit - */ - speculativeEmbed(currentFile: string, coEditGraph: Map): Promise; - /** - * Analyze AST of multiple files in parallel - * Hook: pre-edit, route - */ - analyzeAST(files: string[]): Promise; - /** - * Analyze code complexity for multiple files - * Hook: post-edit, session-end - */ - analyzeComplexity(files: string[]): Promise>; - /** - * Build dependency graph from entry points - * Hook: session-start - */ - buildDependencyGraph(entryPoints: string[]): Promise>; - /** - * Scan files for security vulnerabilities - * Hook: pre-command (before commit), post-edit - */ - securityScan(files: string[], rules?: string[]): Promise; - /** - * Retrieve relevant context chunks in parallel - * Hook: suggest-context, recall - */ - ragRetrieve(query: string, chunks: ContextChunk[], topK?: number): Promise; - /** - * Rank context items by relevance to query - * Hook: suggest-context - */ - rankContext(context: string[], query: string): Promise>; - /** - * Deduplicate similar items - * Hook: remember, suggest-context - */ - deduplicate(items: string[], threshold?: number): Promise; - /** - * Get blame information for files in parallel - * Hook: pre-edit (for context), coedit - */ - gitBlame(files: string[]): Promise; - /** - * Analyze code churn for files - * Hook: session-start, route - */ - gitChurn(files: string[], since?: string): Promise; - getStats(): { - enabled: boolean; - workers: number; - busy: number; - queued: number; - speculativeCacheSize: number; - astCacheSize: number; - }; - clearCaches(): void; - shutdown(): Promise; -} -export declare function getExtendedWorkerPool(config?: WorkerPoolConfig): ExtendedWorkerPool; -export declare function initExtendedWorkerPool(config?: WorkerPoolConfig): Promise; -export default ExtendedWorkerPool; -//# sourceMappingURL=parallel-workers.d.ts.map \ No newline at end of file diff --git a/npm/packages/ruvector/src/core/parallel-workers.d.ts.map b/npm/packages/ruvector/src/core/parallel-workers.d.ts.map deleted file mode 100644 index 645f7739db..0000000000 --- a/npm/packages/ruvector/src/core/parallel-workers.d.ts.map +++ /dev/null @@ -1 +0,0 @@ -{"version":3,"file":"parallel-workers.d.ts","sourceRoot":"","sources":["parallel-workers.ts"],"names":[],"mappings":"AAAA;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;GAuCG;AAQH,OAAO,EAAE,eAAe,EAAE,MAAM,sBAAsB,CAAC;AAMvD,MAAM,WAAW,gBAAgB;IAC/B,UAAU,CAAC,EAAE,MAAM,CAAC;IACpB,OAAO,CAAC,EAAE,OAAO,CAAC;IAClB,WAAW,CAAC,EAAE,MAAM,CAAC;IACrB,YAAY,CAAC,EAAE,MAAM,CAAC;CACvB;AAED,MAAM,WAAW,oBAAoB;IACnC,IAAI,EAAE,MAAM,CAAC;IACb,SAAS,EAAE,MAAM,EAAE,CAAC;IACpB,UAAU,EAAE,MAAM,CAAC;IACnB,SAAS,EAAE,MAAM,CAAC;CACnB;AAED,MAAM,WAAW,WAAW;IAC1B,IAAI,EAAE,MAAM,CAAC;IACb,QAAQ,EAAE,MAAM,CAAC;IACjB,UAAU,EAAE,MAAM,CAAC;IACnB,SAAS,EAAE,MAAM,EAAE,CAAC;IACpB,OAAO,EAAE,MAAM,EAAE,CAAC;IAClB,OAAO,EAAE,MAAM,EAAE,CAAC;IAClB,YAAY,EAAE,MAAM,EAAE,CAAC;CACxB;AAGD,YAAY,EAAE,eAAe,EAAE,CAAC;AAEhC,MAAM,WAAW,YAAY;IAC3B,OAAO,EAAE,MAAM,CAAC;IAChB,MAAM,EAAE,MAAM,CAAC;IACf,SAAS,EAAE,MAAM,CAAC;IAClB,SAAS,CAAC,EAAE,MAAM,EAAE,CAAC;CACtB;AAED,MAAM,WAAW,QAAQ;IACvB,IAAI,EAAE,MAAM,CAAC;IACb,KAAK,EAAE,KAAK,CAAC;QACX,IAAI,EAAE,MAAM,CAAC;QACb,MAAM,EAAE,MAAM,CAAC;QACf,IAAI,EAAE,MAAM,CAAC;QACb,MAAM,EAAE,MAAM,CAAC;KAChB,CAAC,CAAC;CACJ;AAED,MAAM,WAAW,SAAS;IACxB,IAAI,EAAE,MAAM,CAAC;IACb,SAAS,EAAE,MAAM,CAAC;IAClB,SAAS,EAAE,MAAM,CAAC;IAClB,OAAO,EAAE,MAAM,CAAC;IAChB,OAAO,EAAE,MAAM,EAAE,CAAC;IAClB,YAAY,EAAE,MAAM,CAAC;CACtB;AA+BD,qBAAa,kBAAkB;IAC7B,OAAO,CAAC,OAAO,CAAgB;IAC/B,OAAO,CAAC,SAAS,CAKT;IACR,OAAO,CAAC,WAAW,CAAkC;IACrD,OAAO,CAAC,MAAM,CAA6B;IAC3C,OAAO,CAAC,WAAW,CAAS;IAC5B,OAAO,CAAC,gBAAgB,CAAgD;IACxE,OAAO,CAAC,QAAQ,CAAuC;gBAE3C,MAAM,GAAE,gBAAqB;IAYnC,IAAI,IAAI,OAAO,CAAC,IAAI,CAAC;IAgC3B,OAAO,CAAC,aAAa;IAOrB,OAAO,CAAC,iBAAiB;IAqUzB,OAAO,CAAC,kBAAkB;IAmB1B,OAAO,CAAC,YAAY;YAWN,OAAO;IAsCrB;;;OAGG;IACG,gBAAgB,CACpB,WAAW,EAAE,MAAM,EACnB,WAAW,EAAE,GAAG,CAAC,MAAM,EAAE,MAAM,EAAE,CAAC,GACjC,OAAO,CAAC,oBAAoB,EAAE,CAAC;IA4BlC;;;OAGG;IACG,UAAU,CAAC,KAAK,EAAE,MAAM,EAAE,GAAG,OAAO,CAAC,WAAW,EAAE,CAAC;IAoBzD;;;OAGG;IACG,iBAAiB,CAAC,KAAK,EAAE,MAAM,EAAE,GAAG,OAAO,CAAC,KAAK,CAAC;QACtD,IAAI,EAAE,MAAM,CAAC;QACb,KAAK,EAAE,MAAM,CAAC;QACd,aAAa,EAAE,MAAM,CAAC;QACtB,oBAAoB,EAAE,MAAM,CAAC;QAC7B,SAAS,EAAE,MAAM,CAAC;QAClB,eAAe,EAAE,MAAM,CAAC;KACzB,CAAC,CAAC;IAIH;;;OAGG;IACG,oBAAoB,CAAC,WAAW,EAAE,MAAM,EAAE,GAAG,OAAO,CAAC,MAAM,CAAC,MAAM,EAAE,MAAM,EAAE,CAAC,CAAC;IAQpF;;;OAGG;IACG,YAAY,CAAC,KAAK,EAAE,MAAM,EAAE,EAAE,KAAK,CAAC,EAAE,MAAM,EAAE,GAAG,OAAO,CAAC,eAAe,EAAE,CAAC;IAQjF;;;OAGG;IACG,WAAW,CAAC,KAAK,EAAE,MAAM,EAAE,MAAM,EAAE,YAAY,EAAE,EAAE,IAAI,GAAE,MAAU,GAAG,OAAO,CAAC,YAAY,EAAE,CAAC;IAInG;;;OAGG;IACG,WAAW,CAAC,OAAO,EAAE,MAAM,EAAE,EAAE,KAAK,EAAE,MAAM,GAAG,OAAO,CAAC,KAAK,CAAC;QAAE,KAAK,EAAE,MAAM,CAAC;QAAC,OAAO,EAAE,MAAM,CAAC;QAAC,SAAS,EAAE,MAAM,CAAA;KAAE,CAAC,CAAC;IAI1H;;;OAGG;IACG,WAAW,CAAC,KAAK,EAAE,MAAM,EAAE,EAAE,SAAS,GAAE,MAAY,GAAG,OAAO,CAAC,MAAM,EAAE,CAAC;IAQ9E;;;OAGG;IACG,QAAQ,CAAC,KAAK,EAAE,MAAM,EAAE,GAAG,OAAO,CAAC,QAAQ,EAAE,CAAC;IAIpD;;;OAGG;IACG,QAAQ,CAAC,KAAK,EAAE,MAAM,EAAE,EAAE,KAAK,CAAC,EAAE,MAAM,GAAG,OAAO,CAAC,SAAS,EAAE,CAAC;IAQrE,QAAQ,IAAI;QACV,OAAO,EAAE,OAAO,CAAC;QACjB,OAAO,EAAE,MAAM,CAAC;QAChB,IAAI,EAAE,MAAM,CAAC;QACb,MAAM,EAAE,MAAM,CAAC;QACf,oBAAoB,EAAE,MAAM,CAAC;QAC7B,YAAY,EAAE,MAAM,CAAC;KACtB;IAWD,WAAW,IAAI,IAAI;IAKb,QAAQ,IAAI,OAAO,CAAC,IAAI,CAAC;CAchC;AAQD,wBAAgB,qBAAqB,CAAC,MAAM,CAAC,EAAE,gBAAgB,GAAG,kBAAkB,CAKnF;AAED,wBAAsB,sBAAsB,CAAC,MAAM,CAAC,EAAE,gBAAgB,GAAG,OAAO,CAAC,kBAAkB,CAAC,CAInG;AAED,eAAe,kBAAkB,CAAC"} \ No newline at end of file diff --git a/npm/packages/ruvector/src/core/parallel-workers.js b/npm/packages/ruvector/src/core/parallel-workers.js deleted file mode 100644 index 31eb4dbf5d..0000000000 --- a/npm/packages/ruvector/src/core/parallel-workers.js +++ /dev/null @@ -1,782 +0,0 @@ -"use strict"; -/** - * Parallel Workers - Extended worker capabilities for RuVector hooks - * - * Provides parallel processing for advanced operations: - * - * 1. SPECULATIVE PRE-COMPUTATION - * - Pre-embed likely next files based on co-edit patterns - * - Warm model cache before operations - * - Predictive route caching - * - * 2. REAL-TIME CODE ANALYSIS - * - Multi-file AST parsing with tree-sitter - * - Cross-file type inference - * - Live complexity metrics - * - Dependency graph updates - * - * 3. ADVANCED LEARNING - * - Distributed trajectory replay - * - Parallel SONA micro-LoRA updates - * - Background EWC consolidation - * - Online pattern clustering - * - * 4. INTELLIGENT RETRIEVAL - * - Parallel RAG chunking and retrieval - * - Sharded similarity search - * - Context relevance ranking - * - Semantic deduplication - * - * 5. SECURITY & QUALITY - * - Parallel SAST scanning - * - Multi-rule linting - * - Vulnerability detection - * - Code smell analysis - * - * 6. GIT INTELLIGENCE - * - Parallel blame analysis - * - Branch comparison - * - Merge conflict prediction - * - Code churn metrics - */ -var __createBinding = (this && this.__createBinding) || (Object.create ? (function(o, m, k, k2) { - if (k2 === undefined) k2 = k; - var desc = Object.getOwnPropertyDescriptor(m, k); - if (!desc || ("get" in desc ? !m.__esModule : desc.writable || desc.configurable)) { - desc = { enumerable: true, get: function() { return m[k]; } }; - } - Object.defineProperty(o, k2, desc); -}) : (function(o, m, k, k2) { - if (k2 === undefined) k2 = k; - o[k2] = m[k]; -})); -var __setModuleDefault = (this && this.__setModuleDefault) || (Object.create ? (function(o, v) { - Object.defineProperty(o, "default", { enumerable: true, value: v }); -}) : function(o, v) { - o["default"] = v; -}); -var __importStar = (this && this.__importStar) || (function () { - var ownKeys = function(o) { - ownKeys = Object.getOwnPropertyNames || function (o) { - var ar = []; - for (var k in o) if (Object.prototype.hasOwnProperty.call(o, k)) ar[ar.length] = k; - return ar; - }; - return ownKeys(o); - }; - return function (mod) { - if (mod && mod.__esModule) return mod; - var result = {}; - if (mod != null) for (var k = ownKeys(mod), i = 0; i < k.length; i++) if (k[i] !== "default") __createBinding(result, mod, k[i]); - __setModuleDefault(result, mod); - return result; - }; -})(); -Object.defineProperty(exports, "__esModule", { value: true }); -exports.ExtendedWorkerPool = void 0; -exports.getExtendedWorkerPool = getExtendedWorkerPool; -exports.initExtendedWorkerPool = initExtendedWorkerPool; -const worker_threads_1 = require("worker_threads"); -const os = __importStar(require("os")); -// ============================================================================ -// Extended Worker Pool -// ============================================================================ -class ExtendedWorkerPool { - constructor(config = {}) { - this.workers = []; - this.taskQueue = []; - this.busyWorkers = new Map(); - this.initialized = false; - this.speculativeCache = new Map(); - this.astCache = new Map(); - const isCLI = process.env.RUVECTOR_CLI === '1'; - const isMCP = process.env.MCP_SERVER === '1'; - this.config = { - numWorkers: config.numWorkers ?? Math.max(1, os.cpus().length - 1), - enabled: config.enabled ?? (isMCP || process.env.RUVECTOR_PARALLEL === '1'), - taskTimeout: config.taskTimeout ?? 30000, - maxQueueSize: config.maxQueueSize ?? 1000, - }; - } - async init() { - if (this.initialized || !this.config.enabled) - return; - const workerCode = this.getWorkerCode(); - const workerBlob = new Blob([workerCode], { type: 'application/javascript' }); - for (let i = 0; i < this.config.numWorkers; i++) { - // Create worker from inline code - const worker = new worker_threads_1.Worker(` - const { parentPort, workerData } = require('worker_threads'); - ${this.getWorkerHandlers()} - `, { eval: true, workerData: { workerId: i } }); - worker.on('message', (result) => { - this.handleWorkerResult(worker, result); - }); - worker.on('error', (err) => { - console.error(`Worker ${i} error:`, err); - this.busyWorkers.delete(worker); - this.processQueue(); - }); - this.workers.push(worker); - } - this.initialized = true; - } - getWorkerCode() { - return ` - const { parentPort, workerData } = require('worker_threads'); - ${this.getWorkerHandlers()} - `; - } - getWorkerHandlers() { - return ` - parentPort.on('message', async (task) => { - try { - let result; - switch (task.type) { - case 'speculative-embed': - result = await speculativeEmbed(task.files, task.coEditGraph); - break; - case 'ast-analyze': - result = await astAnalyze(task.files); - break; - case 'security-scan': - result = await securityScan(task.files, task.rules); - break; - case 'rag-retrieve': - result = await ragRetrieve(task.query, task.chunks, task.topK); - break; - case 'context-rank': - result = await contextRank(task.context, task.query); - break; - case 'git-blame': - result = await gitBlame(task.files); - break; - case 'git-churn': - result = await gitChurn(task.files, task.since); - break; - case 'complexity-analyze': - result = await complexityAnalyze(task.files); - break; - case 'dependency-graph': - result = await dependencyGraph(task.entryPoints); - break; - case 'deduplicate': - result = await deduplicate(task.items, task.threshold); - break; - default: - throw new Error('Unknown task type: ' + task.type); - } - parentPort.postMessage({ success: true, data: result, taskId: task.taskId }); - } catch (error) { - parentPort.postMessage({ success: false, error: error.message, taskId: task.taskId }); - } - }); - - // Worker implementations - - // Hash-based embedding: deterministic, no external deps, 128-dim - function hashEmbed(text, dim = 128) { - const embedding = new Float64Array(dim); - const tokens = text.split(/\\s+|[{}()\\[\\];,.<>=/+\\-*&|!~^%@#]/); - - for (let t = 0; t < tokens.length; t++) { - const token = tokens[t]; - if (!token) continue; - - // FNV-1a hash - let h = 0x811c9dc5; - for (let i = 0; i < token.length; i++) { - h ^= token.charCodeAt(i); - h = Math.imul(h, 0x01000193); - } - - // Positional weight (tokens near start matter more) - const posWeight = 1.0 / (1.0 + Math.log1p(t)); - - // Distribute across multiple dimensions using hash rotations - for (let d = 0; d < 4; d++) { - const idx = ((h >>> 0) + d * 37) % dim; - const sign = (h & (1 << d)) ? 1 : -1; - embedding[idx] += sign * posWeight; - h = (h >>> 7) | (h << 25); // rotate - } - } - - // L2 normalize - let norm = 0; - for (let i = 0; i < dim; i++) norm += embedding[i] * embedding[i]; - norm = Math.sqrt(norm) || 1; - const result = new Array(dim); - for (let i = 0; i < dim; i++) result[i] = embedding[i] / norm; - return result; - } - - async function speculativeEmbed(files, coEditGraph) { - const fs = require('fs'); - return files.map(file => { - try { - if (!fs.existsSync(file)) { - return { file, embedding: hashEmbed(file), confidence: 0.2, timestamp: Date.now() }; - } - const content = fs.readFileSync(file, 'utf8'); - const embedding = hashEmbed(content); - - // Confidence based on file size (more content = higher confidence) - const lines = content.split('\\n').length; - const confidence = Math.min(0.95, 0.3 + (lines / 500) * 0.65); - - return { file, embedding, confidence, timestamp: Date.now() }; - } catch { - return { file, embedding: hashEmbed(file), confidence: 0.1, timestamp: Date.now() }; - } - }); - } - - async function astAnalyze(files) { - const fs = require('fs'); - return files.map(file => { - try { - const content = fs.existsSync(file) ? fs.readFileSync(file, 'utf8') : ''; - const lines = content.split('\\n'); - return { - file, - language: file.split('.').pop() || 'unknown', - complexity: Math.min(lines.length / 10, 100), - functions: extractFunctions(content), - imports: extractImports(content), - exports: extractExports(content), - dependencies: [], - }; - } catch { - return { file, language: 'unknown', complexity: 0, functions: [], imports: [], exports: [], dependencies: [] }; - } - }); - } - - function extractFunctions(content) { - const patterns = [ - /function\\s+(\\w+)/g, - /const\\s+(\\w+)\\s*=\\s*(?:async\\s*)?\\([^)]*\\)\\s*=>/g, - /(?:async\\s+)?(?:public|private|protected)?\\s*(\\w+)\\s*\\([^)]*\\)\\s*{/g, - ]; - const funcs = new Set(); - for (const pattern of patterns) { - let match; - while ((match = pattern.exec(content)) !== null) { - if (match[1] && !['if', 'for', 'while', 'switch', 'catch'].includes(match[1])) { - funcs.add(match[1]); - } - } - } - return Array.from(funcs); - } - - function extractImports(content) { - const imports = []; - const patterns = [ - /import\\s+.*?from\\s+['"]([^'"]+)['"]/g, - /require\\s*\\(['"]([^'"]+)['"]\\)/g, - ]; - for (const pattern of patterns) { - let match; - while ((match = pattern.exec(content)) !== null) { - imports.push(match[1]); - } - } - return imports; - } - - function extractExports(content) { - const exports = []; - const patterns = [ - /export\\s+(?:default\\s+)?(?:class|function|const|let|var)\\s+(\\w+)/g, - /module\\.exports\\s*=\\s*(\\w+)/g, - ]; - for (const pattern of patterns) { - let match; - while ((match = pattern.exec(content)) !== null) { - exports.push(match[1]); - } - } - return exports; - } - - async function securityScan(files, rules) { - const fs = require('fs'); - const findings = []; - const securityPatterns = [ - { pattern: /eval\\s*\\(/g, rule: 'no-eval', severity: 'high', message: 'Avoid eval()' }, - { pattern: /innerHTML\\s*=/g, rule: 'no-inner-html', severity: 'medium', message: 'Avoid innerHTML, use textContent' }, - { pattern: /password\\s*=\\s*['"][^'"]+['"]/gi, rule: 'no-hardcoded-secrets', severity: 'critical', message: 'Hardcoded password detected' }, - { pattern: /api[_-]?key\\s*=\\s*['"][^'"]+['"]/gi, rule: 'no-hardcoded-secrets', severity: 'critical', message: 'Hardcoded API key detected' }, - { pattern: /exec\\s*\\(/g, rule: 'no-exec', severity: 'high', message: 'Avoid exec(), use execFile or spawn' }, - { pattern: /\\$\\{.*\\}/g, rule: 'template-injection', severity: 'medium', message: 'Potential template injection' }, - ]; - - for (const file of files) { - try { - if (!fs.existsSync(file)) continue; - const content = fs.readFileSync(file, 'utf8'); - const lines = content.split('\\n'); - - for (const { pattern, rule, severity, message } of securityPatterns) { - let match; - const regex = new RegExp(pattern.source, pattern.flags); - while ((match = regex.exec(content)) !== null) { - const lineNum = content.substring(0, match.index).split('\\n').length; - findings.push({ file, line: lineNum, severity, rule, message }); - } - } - } catch {} - } - return findings; - } - - function cosineSimilarity(a, b) { - if (!a || !b || a.length !== b.length || a.length === 0) return 0; - let dot = 0, normA = 0, normB = 0; - for (let i = 0; i < a.length; i++) { - dot += a[i] * b[i]; - normA += a[i] * a[i]; - normB += b[i] * b[i]; - } - const denom = Math.sqrt(normA) * Math.sqrt(normB); - return denom === 0 ? 0 : dot / denom; - } - - async function ragRetrieve(query, chunks, topK) { - // If chunks have embeddings, use cosine similarity (semantic retrieval) - const hasEmbeddings = chunks.some(c => c.embedding && c.embedding.length > 0); - - if (hasEmbeddings) { - const queryEmbedding = hashEmbed(query, chunks[0].embedding.length); - return chunks - .map(chunk => { - const semantic = chunk.embedding && chunk.embedding.length > 0 - ? cosineSimilarity(queryEmbedding, chunk.embedding) - : 0; - // Blend semantic + keyword for robustness - const queryTerms = query.toLowerCase().split(/\\s+/); - const content = chunk.content.toLowerCase(); - const kwMatches = queryTerms.filter(t => content.includes(t)).length; - const keyword = queryTerms.length > 0 ? kwMatches / queryTerms.length : 0; - const relevance = semantic * 0.7 + keyword * 0.3; - return { ...chunk, relevance }; - }) - .sort((a, b) => b.relevance - a.relevance) - .slice(0, topK); - } - - // Fallback: TF-IDF-weighted keyword matching - const queryTerms = query.toLowerCase().split(/\\s+/).filter(Boolean); - const allContent = chunks.map(c => c.content.toLowerCase()); - const idf = {}; - for (const term of queryTerms) { - const df = allContent.filter(c => c.includes(term)).length || 1; - idf[term] = Math.log(allContent.length / df); - } - return chunks - .map(chunk => { - const content = chunk.content.toLowerCase(); - const words = content.split(/\\s+/); - let score = 0; - for (const term of queryTerms) { - const tf = words.filter(w => w === term).length / (words.length || 1); - score += tf * (idf[term] || 1); - } - return { ...chunk, relevance: score }; - }) - .sort((a, b) => b.relevance - a.relevance) - .slice(0, topK); - } - - async function contextRank(context, query) { - const queryTerms = query.toLowerCase().split(/\\s+/).filter(Boolean); - const allContent = context.map(c => c.toLowerCase()); - const idf = {}; - for (const term of queryTerms) { - const df = allContent.filter(c => c.includes(term)).length || 1; - idf[term] = Math.log(allContent.length / df); - } - return context - .map((ctx, i) => { - const content = ctx.toLowerCase(); - const words = content.split(/\\s+/); - let score = 0; - for (const term of queryTerms) { - const tf = words.filter(w => w === term).length / (words.length || 1); - score += tf * (idf[term] || 1); - } - return { index: i, content: ctx, relevance: score }; - }) - .sort((a, b) => b.relevance - a.relevance); - } - - async function gitBlame(files) { - const { execSync } = require('child_process'); - const results = []; - for (const file of files) { - try { - const output = execSync(\`git blame --line-porcelain "\${file}" 2>/dev/null\`, { encoding: 'utf8', maxBuffer: 10 * 1024 * 1024 }); - const lines = []; - let currentLine = {}; - for (const line of output.split('\\n')) { - if (line.startsWith('author ')) currentLine.author = line.slice(7); - else if (line.startsWith('author-time ')) currentLine.date = new Date(parseInt(line.slice(12)) * 1000).toISOString(); - else if (line.match(/^[a-f0-9]{40}/)) currentLine.commit = line.slice(0, 40); - else if (line.startsWith('\\t')) { - lines.push({ ...currentLine, line: lines.length + 1 }); - currentLine = {}; - } - } - results.push({ file, lines }); - } catch { - results.push({ file, lines: [] }); - } - } - return results; - } - - async function gitChurn(files, since) { - const { execSync } = require('child_process'); - const results = []; - const sinceArg = since ? \`--since="\${since}"\` : '--since="30 days ago"'; - - for (const file of files) { - try { - const log = execSync(\`git log \${sinceArg} --format="%H|%an|%aI" --numstat -- "\${file}" 2>/dev/null\`, { encoding: 'utf8' }); - let additions = 0, deletions = 0, commits = 0; - const authors = new Set(); - let lastModified = ''; - - for (const line of log.split('\\n')) { - if (line.includes('|')) { - const [commit, author, date] = line.split('|'); - authors.add(author); - commits++; - if (!lastModified) lastModified = date; - } else if (line.match(/^\\d+\\s+\\d+/)) { - const [add, del] = line.split('\\t'); - additions += parseInt(add) || 0; - deletions += parseInt(del) || 0; - } - } - - results.push({ file, additions, deletions, commits, authors: Array.from(authors), lastModified }); - } catch { - results.push({ file, additions: 0, deletions: 0, commits: 0, authors: [], lastModified: '' }); - } - } - return results; - } - - async function complexityAnalyze(files) { - const fs = require('fs'); - return files.map(file => { - try { - const content = fs.existsSync(file) ? fs.readFileSync(file, 'utf8') : ''; - const lines = content.split('\\n'); - const nonEmpty = lines.filter(l => l.trim()).length; - const branches = (content.match(/\\b(if|else|switch|case|for|while|catch|\\?|&&|\\|\\|)\\b/g) || []).length; - const functions = (content.match(/function|=>|\\bdef\\b|\\bfn\\b/g) || []).length; - - return { - file, - lines: lines.length, - nonEmptyLines: nonEmpty, - cyclomaticComplexity: branches + 1, - functions, - avgFunctionSize: functions > 0 ? Math.round(nonEmpty / functions) : nonEmpty, - }; - } catch { - return { file, lines: 0, nonEmptyLines: 0, cyclomaticComplexity: 1, functions: 0, avgFunctionSize: 0 }; - } - }); - } - - async function dependencyGraph(entryPoints) { - const fs = require('fs'); - const path = require('path'); - const graph = new Map(); - - function analyze(file, visited = new Set()) { - if (visited.has(file)) return; - visited.add(file); - - try { - if (!fs.existsSync(file)) return; - const content = fs.readFileSync(file, 'utf8'); - const deps = []; - - // Extract imports - const importRegex = /(?:import|require)\\s*\\(?['"]([^'"]+)['"]/g; - let match; - while ((match = importRegex.exec(content)) !== null) { - const dep = match[1]; - if (dep.startsWith('.')) { - const resolved = path.resolve(path.dirname(file), dep); - deps.push(resolved); - analyze(resolved, visited); - } else { - deps.push(dep); - } - } - - graph.set(file, deps); - } catch {} - } - - for (const entry of entryPoints) { - analyze(entry); - } - - return Object.fromEntries(graph); - } - - async function deduplicate(items, threshold) { - // Simple Jaccard similarity deduplication - const unique = []; - const seen = new Set(); - - for (const item of items) { - const tokens = new Set(item.toLowerCase().split(/\\s+/)); - let isDup = false; - - for (const existing of unique) { - const existingTokens = new Set(existing.toLowerCase().split(/\\s+/)); - const intersection = [...tokens].filter(t => existingTokens.has(t)).length; - const union = new Set([...tokens, ...existingTokens]).size; - const similarity = intersection / union; - - if (similarity >= threshold) { - isDup = true; - break; - } - } - - if (!isDup) unique.push(item); - } - - return unique; - } - `; - } - handleWorkerResult(worker, result) { - this.busyWorkers.delete(worker); - // Find and resolve the corresponding task - const taskIndex = this.taskQueue.findIndex(t => t.task.taskId === result.taskId); - if (taskIndex >= 0) { - const task = this.taskQueue.splice(taskIndex, 1)[0]; - clearTimeout(task.timeout); - if (result.success) { - task.resolve(result.data); - } - else { - task.reject(new Error(result.error)); - } - } - this.processQueue(); - } - processQueue() { - while (this.taskQueue.length > 0) { - const availableWorker = this.workers.find(w => !this.busyWorkers.has(w)); - if (!availableWorker) - break; - const task = this.taskQueue[0]; - this.busyWorkers.set(availableWorker, task.task.type); - availableWorker.postMessage(task.task); - } - } - async execute(task) { - if (!this.initialized || !this.config.enabled) { - throw new Error('Worker pool not initialized'); - } - const taskId = `${Date.now()}-${Math.random().toString(36).slice(2)}`; - const taskWithId = { ...task, taskId }; - return new Promise((resolve, reject) => { - if (this.taskQueue.length >= this.config.maxQueueSize) { - reject(new Error('Task queue full')); - return; - } - const timeout = setTimeout(() => { - const idx = this.taskQueue.findIndex(t => t.task.taskId === taskId); - if (idx >= 0) { - this.taskQueue.splice(idx, 1); - reject(new Error('Task timeout')); - } - }, this.config.taskTimeout); - const availableWorker = this.workers.find(w => !this.busyWorkers.has(w)); - if (availableWorker) { - this.busyWorkers.set(availableWorker, task.type); - this.taskQueue.push({ task: taskWithId, resolve, reject, timeout }); - availableWorker.postMessage(taskWithId); - } - else { - this.taskQueue.push({ task: taskWithId, resolve, reject, timeout }); - } - }); - } - // ========================================================================= - // Public API - Speculative Pre-computation - // ========================================================================= - /** - * Pre-embed files likely to be edited next based on co-edit patterns - * Hook: session-start, post-edit - */ - async speculativeEmbed(currentFile, coEditGraph) { - const likelyFiles = coEditGraph.get(currentFile) || []; - if (likelyFiles.length === 0) - return []; - // Check cache first - const uncached = likelyFiles.filter(f => !this.speculativeCache.has(f)); - if (uncached.length === 0) { - return likelyFiles.map(f => this.speculativeCache.get(f)); - } - const results = await this.execute({ - type: 'speculative-embed', - files: uncached, - coEditGraph, - }); - // Update cache - for (const result of results) { - this.speculativeCache.set(result.file, result); - } - return likelyFiles.map(f => this.speculativeCache.get(f)).filter(Boolean); - } - // ========================================================================= - // Public API - Code Analysis - // ========================================================================= - /** - * Analyze AST of multiple files in parallel - * Hook: pre-edit, route - */ - async analyzeAST(files) { - // Check cache - const uncached = files.filter(f => !this.astCache.has(f)); - if (uncached.length === 0) { - return files.map(f => this.astCache.get(f)); - } - const results = await this.execute({ - type: 'ast-analyze', - files: uncached, - }); - // Update cache - for (const result of results) { - this.astCache.set(result.file, result); - } - return files.map(f => this.astCache.get(f)).filter(Boolean); - } - /** - * Analyze code complexity for multiple files - * Hook: post-edit, session-end - */ - async analyzeComplexity(files) { - return this.execute({ type: 'complexity-analyze', files }); - } - /** - * Build dependency graph from entry points - * Hook: session-start - */ - async buildDependencyGraph(entryPoints) { - return this.execute({ type: 'dependency-graph', entryPoints }); - } - // ========================================================================= - // Public API - Security - // ========================================================================= - /** - * Scan files for security vulnerabilities - * Hook: pre-command (before commit), post-edit - */ - async securityScan(files, rules) { - return this.execute({ type: 'security-scan', files, rules }); - } - // ========================================================================= - // Public API - RAG & Context - // ========================================================================= - /** - * Retrieve relevant context chunks in parallel - * Hook: suggest-context, recall - */ - async ragRetrieve(query, chunks, topK = 5) { - return this.execute({ type: 'rag-retrieve', query, chunks, topK }); - } - /** - * Rank context items by relevance to query - * Hook: suggest-context - */ - async rankContext(context, query) { - return this.execute({ type: 'context-rank', context, query }); - } - /** - * Deduplicate similar items - * Hook: remember, suggest-context - */ - async deduplicate(items, threshold = 0.8) { - return this.execute({ type: 'deduplicate', items, threshold }); - } - // ========================================================================= - // Public API - Git Intelligence - // ========================================================================= - /** - * Get blame information for files in parallel - * Hook: pre-edit (for context), coedit - */ - async gitBlame(files) { - return this.execute({ type: 'git-blame', files }); - } - /** - * Analyze code churn for files - * Hook: session-start, route - */ - async gitChurn(files, since) { - return this.execute({ type: 'git-churn', files, since }); - } - // ========================================================================= - // Stats & Lifecycle - // ========================================================================= - getStats() { - return { - enabled: this.config.enabled, - workers: this.workers.length, - busy: this.busyWorkers.size, - queued: this.taskQueue.length, - speculativeCacheSize: this.speculativeCache.size, - astCacheSize: this.astCache.size, - }; - } - clearCaches() { - this.speculativeCache.clear(); - this.astCache.clear(); - } - async shutdown() { - // Clear pending tasks - for (const task of this.taskQueue) { - clearTimeout(task.timeout); - task.reject(new Error('Worker pool shutting down')); - } - this.taskQueue = []; - // Terminate workers - await Promise.all(this.workers.map(w => w.terminate())); - this.workers = []; - this.busyWorkers.clear(); - this.initialized = false; - } -} -exports.ExtendedWorkerPool = ExtendedWorkerPool; -// ============================================================================ -// Singleton -// ============================================================================ -let instance = null; -function getExtendedWorkerPool(config) { - if (!instance) { - instance = new ExtendedWorkerPool(config); - } - return instance; -} -async function initExtendedWorkerPool(config) { - const pool = getExtendedWorkerPool(config); - await pool.init(); - return pool; -} -exports.default = ExtendedWorkerPool; -//# sourceMappingURL=parallel-workers.js.map \ No newline at end of file diff --git a/npm/packages/ruvector/src/core/parallel-workers.js.map b/npm/packages/ruvector/src/core/parallel-workers.js.map deleted file mode 100644 index 115feb5840..0000000000 --- a/npm/packages/ruvector/src/core/parallel-workers.js.map +++ /dev/null @@ -1 +0,0 @@ -{"version":3,"file":"parallel-workers.js","sourceRoot":"","sources":["parallel-workers.ts"],"names":[],"mappings":";AAAA;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;GAuCG;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;AAyuBH,sDAKC;AAED,wDAIC;AAlvBD,mDAA8E;AAC9E,uCAAyB;AAyFzB,+EAA+E;AAC/E,uBAAuB;AACvB,+EAA+E;AAE/E,MAAa,kBAAkB;IAc7B,YAAY,SAA2B,EAAE;QAbjC,YAAO,GAAa,EAAE,CAAC;QACvB,cAAS,GAKZ,EAAE,CAAC;QACA,gBAAW,GAAwB,IAAI,GAAG,EAAE,CAAC;QAE7C,gBAAW,GAAG,KAAK,CAAC;QACpB,qBAAgB,GAAsC,IAAI,GAAG,EAAE,CAAC;QAChE,aAAQ,GAA6B,IAAI,GAAG,EAAE,CAAC;QAGrD,MAAM,KAAK,GAAG,OAAO,CAAC,GAAG,CAAC,YAAY,KAAK,GAAG,CAAC;QAC/C,MAAM,KAAK,GAAG,OAAO,CAAC,GAAG,CAAC,UAAU,KAAK,GAAG,CAAC;QAE7C,IAAI,CAAC,MAAM,GAAG;YACZ,UAAU,EAAE,MAAM,CAAC,UAAU,IAAI,IAAI,CAAC,GAAG,CAAC,CAAC,EAAE,EAAE,CAAC,IAAI,EAAE,CAAC,MAAM,GAAG,CAAC,CAAC;YAClE,OAAO,EAAE,MAAM,CAAC,OAAO,IAAI,CAAC,KAAK,IAAI,OAAO,CAAC,GAAG,CAAC,iBAAiB,KAAK,GAAG,CAAC;YAC3E,WAAW,EAAE,MAAM,CAAC,WAAW,IAAI,KAAK;YACxC,YAAY,EAAE,MAAM,CAAC,YAAY,IAAI,IAAI;SAC1C,CAAC;IACJ,CAAC;IAED,KAAK,CAAC,IAAI;QACR,IAAI,IAAI,CAAC,WAAW,IAAI,CAAC,IAAI,CAAC,MAAM,CAAC,OAAO;YAAE,OAAO;QAErD,MAAM,UAAU,GAAG,IAAI,CAAC,aAAa,EAAE,CAAC;QACxC,MAAM,UAAU,GAAG,IAAI,IAAI,CAAC,CAAC,UAAU,CAAC,EAAE,EAAE,IAAI,EAAE,wBAAwB,EAAE,CAAC,CAAC;QAE9E,KAAK,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,IAAI,CAAC,MAAM,CAAC,UAAU,EAAE,CAAC,EAAE,EAAE,CAAC;YAChD,iCAAiC;YACjC,MAAM,MAAM,GAAG,IAAI,uBAAM,CACvB;;UAEE,IAAI,CAAC,iBAAiB,EAAE;SACzB,EACD,EAAE,IAAI,EAAE,IAAI,EAAE,UAAU,EAAE,EAAE,QAAQ,EAAE,CAAC,EAAE,EAAE,CAC5C,CAAC;YAEF,MAAM,CAAC,EAAE,CAAC,SAAS,EAAE,CAAC,MAAM,EAAE,EAAE;gBAC9B,IAAI,CAAC,kBAAkB,CAAC,MAAM,EAAE,MAAM,CAAC,CAAC;YAC1C,CAAC,CAAC,CAAC;YAEH,MAAM,CAAC,EAAE,CAAC,OAAO,EAAE,CAAC,GAAG,EAAE,EAAE;gBACzB,OAAO,CAAC,KAAK,CAAC,UAAU,CAAC,SAAS,EAAE,GAAG,CAAC,CAAC;gBACzC,IAAI,CAAC,WAAW,CAAC,MAAM,CAAC,MAAM,CAAC,CAAC;gBAChC,IAAI,CAAC,YAAY,EAAE,CAAC;YACtB,CAAC,CAAC,CAAC;YAEH,IAAI,CAAC,OAAO,CAAC,IAAI,CAAC,MAAM,CAAC,CAAC;QAC5B,CAAC;QAED,IAAI,CAAC,WAAW,GAAG,IAAI,CAAC;IAC1B,CAAC;IAEO,aAAa;QACnB,OAAO;;QAEH,IAAI,CAAC,iBAAiB,EAAE;KAC3B,CAAC;IACJ,CAAC;IAEO,iBAAiB;QACvB,OAAO;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;KAiUN,CAAC;IACJ,CAAC;IAEO,kBAAkB,CAAC,MAAc,EAAE,MAAW;QACpD,IAAI,CAAC,WAAW,CAAC,MAAM,CAAC,MAAM,CAAC,CAAC;QAEhC,0CAA0C;QAC1C,MAAM,SAAS,GAAG,IAAI,CAAC,SAAS,CAAC,SAAS,CAAC,CAAC,CAAC,EAAE,CAAC,CAAC,CAAC,IAAI,CAAC,MAAM,KAAK,MAAM,CAAC,MAAM,CAAC,CAAC;QACjF,IAAI,SAAS,IAAI,CAAC,EAAE,CAAC;YACnB,MAAM,IAAI,GAAG,IAAI,CAAC,SAAS,CAAC,MAAM,CAAC,SAAS,EAAE,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC;YACpD,YAAY,CAAC,IAAI,CAAC,OAAO,CAAC,CAAC;YAE3B,IAAI,MAAM,CAAC,OAAO,EAAE,CAAC;gBACnB,IAAI,CAAC,OAAO,CAAC,MAAM,CAAC,IAAI,CAAC,CAAC;YAC5B,CAAC;iBAAM,CAAC;gBACN,IAAI,CAAC,MAAM,CAAC,IAAI,KAAK,CAAC,MAAM,CAAC,KAAK,CAAC,CAAC,CAAC;YACvC,CAAC;QACH,CAAC;QAED,IAAI,CAAC,YAAY,EAAE,CAAC;IACtB,CAAC;IAEO,YAAY;QAClB,OAAO,IAAI,CAAC,SAAS,CAAC,MAAM,GAAG,CAAC,EAAE,CAAC;YACjC,MAAM,eAAe,GAAG,IAAI,CAAC,OAAO,CAAC,IAAI,CAAC,CAAC,CAAC,EAAE,CAAC,CAAC,IAAI,CAAC,WAAW,CAAC,GAAG,CAAC,CAAC,CAAC,CAAC,CAAC;YACzE,IAAI,CAAC,eAAe;gBAAE,MAAM;YAE5B,MAAM,IAAI,GAAG,IAAI,CAAC,SAAS,CAAC,CAAC,CAAC,CAAC;YAC/B,IAAI,CAAC,WAAW,CAAC,GAAG,CAAC,eAAe,EAAE,IAAI,CAAC,IAAI,CAAC,IAAI,CAAC,CAAC;YACtD,eAAe,CAAC,WAAW,CAAC,IAAI,CAAC,IAAI,CAAC,CAAC;QACzC,CAAC;IACH,CAAC;IAEO,KAAK,CAAC,OAAO,CAAI,IAAgB;QACvC,IAAI,CAAC,IAAI,CAAC,WAAW,IAAI,CAAC,IAAI,CAAC,MAAM,CAAC,OAAO,EAAE,CAAC;YAC9C,MAAM,IAAI,KAAK,CAAC,6BAA6B,CAAC,CAAC;QACjD,CAAC;QAED,MAAM,MAAM,GAAG,GAAG,IAAI,CAAC,GAAG,EAAE,IAAI,IAAI,CAAC,MAAM,EAAE,CAAC,QAAQ,CAAC,EAAE,CAAC,CAAC,KAAK,CAAC,CAAC,CAAC,EAAE,CAAC;QACtE,MAAM,UAAU,GAAG,EAAE,GAAG,IAAI,EAAE,MAAM,EAAE,CAAC;QAEvC,OAAO,IAAI,OAAO,CAAC,CAAC,OAAO,EAAE,MAAM,EAAE,EAAE;YACrC,IAAI,IAAI,CAAC,SAAS,CAAC,MAAM,IAAI,IAAI,CAAC,MAAM,CAAC,YAAY,EAAE,CAAC;gBACtD,MAAM,CAAC,IAAI,KAAK,CAAC,iBAAiB,CAAC,CAAC,CAAC;gBACrC,OAAO;YACT,CAAC;YAED,MAAM,OAAO,GAAG,UAAU,CAAC,GAAG,EAAE;gBAC9B,MAAM,GAAG,GAAG,IAAI,CAAC,SAAS,CAAC,SAAS,CAAC,CAAC,CAAC,EAAE,CAAC,CAAC,CAAC,IAAI,CAAC,MAAM,KAAK,MAAM,CAAC,CAAC;gBACpE,IAAI,GAAG,IAAI,CAAC,EAAE,CAAC;oBACb,IAAI,CAAC,SAAS,CAAC,MAAM,CAAC,GAAG,EAAE,CAAC,CAAC,CAAC;oBAC9B,MAAM,CAAC,IAAI,KAAK,CAAC,cAAc,CAAC,CAAC,CAAC;gBACpC,CAAC;YACH,CAAC,EAAE,IAAI,CAAC,MAAM,CAAC,WAAW,CAAC,CAAC;YAE5B,MAAM,eAAe,GAAG,IAAI,CAAC,OAAO,CAAC,IAAI,CAAC,CAAC,CAAC,EAAE,CAAC,CAAC,IAAI,CAAC,WAAW,CAAC,GAAG,CAAC,CAAC,CAAC,CAAC,CAAC;YAEzE,IAAI,eAAe,EAAE,CAAC;gBACpB,IAAI,CAAC,WAAW,CAAC,GAAG,CAAC,eAAe,EAAE,IAAI,CAAC,IAAI,CAAC,CAAC;gBACjD,IAAI,CAAC,SAAS,CAAC,IAAI,CAAC,EAAE,IAAI,EAAE,UAAU,EAAE,OAAO,EAAE,MAAM,EAAE,OAAO,EAAE,CAAC,CAAC;gBACpE,eAAe,CAAC,WAAW,CAAC,UAAU,CAAC,CAAC;YAC1C,CAAC;iBAAM,CAAC;gBACN,IAAI,CAAC,SAAS,CAAC,IAAI,CAAC,EAAE,IAAI,EAAE,UAAU,EAAE,OAAO,EAAE,MAAM,EAAE,OAAO,EAAE,CAAC,CAAC;YACtE,CAAC;QACH,CAAC,CAAC,CAAC;IACL,CAAC;IAED,4EAA4E;IAC5E,2CAA2C;IAC3C,4EAA4E;IAE5E;;;OAGG;IACH,KAAK,CAAC,gBAAgB,CACpB,WAAmB,EACnB,WAAkC;QAElC,MAAM,WAAW,GAAG,WAAW,CAAC,GAAG,CAAC,WAAW,CAAC,IAAI,EAAE,CAAC;QACvD,IAAI,WAAW,CAAC,MAAM,KAAK,CAAC;YAAE,OAAO,EAAE,CAAC;QAExC,oBAAoB;QACpB,MAAM,QAAQ,GAAG,WAAW,CAAC,MAAM,CAAC,CAAC,CAAC,EAAE,CAAC,CAAC,IAAI,CAAC,gBAAgB,CAAC,GAAG,CAAC,CAAC,CAAC,CAAC,CAAC;QACxE,IAAI,QAAQ,CAAC,MAAM,KAAK,CAAC,EAAE,CAAC;YAC1B,OAAO,WAAW,CAAC,GAAG,CAAC,CAAC,CAAC,EAAE,CAAC,IAAI,CAAC,gBAAgB,CAAC,GAAG,CAAC,CAAC,CAAE,CAAC,CAAC;QAC7D,CAAC;QAED,MAAM,OAAO,GAAG,MAAM,IAAI,CAAC,OAAO,CAAyB;YACzD,IAAI,EAAE,mBAAmB;YACzB,KAAK,EAAE,QAAQ;YACf,WAAW;SACZ,CAAC,CAAC;QAEH,eAAe;QACf,KAAK,MAAM,MAAM,IAAI,OAAO,EAAE,CAAC;YAC7B,IAAI,CAAC,gBAAgB,CAAC,GAAG,CAAC,MAAM,CAAC,IAAI,EAAE,MAAM,CAAC,CAAC;QACjD,CAAC;QAED,OAAO,WAAW,CAAC,GAAG,CAAC,CAAC,CAAC,EAAE,CAAC,IAAI,CAAC,gBAAgB,CAAC,GAAG,CAAC,CAAC,CAAE,CAAC,CAAC,MAAM,CAAC,OAAO,CAAC,CAAC;IAC7E,CAAC;IAED,4EAA4E;IAC5E,6BAA6B;IAC7B,4EAA4E;IAE5E;;;OAGG;IACH,KAAK,CAAC,UAAU,CAAC,KAAe;QAC9B,cAAc;QACd,MAAM,QAAQ,GAAG,KAAK,CAAC,MAAM,CAAC,CAAC,CAAC,EAAE,CAAC,CAAC,IAAI,CAAC,QAAQ,CAAC,GAAG,CAAC,CAAC,CAAC,CAAC,CAAC;QAC1D,IAAI,QAAQ,CAAC,MAAM,KAAK,CAAC,EAAE,CAAC;YAC1B,OAAO,KAAK,CAAC,GAAG,CAAC,CAAC,CAAC,EAAE,CAAC,IAAI,CAAC,QAAQ,CAAC,GAAG,CAAC,CAAC,CAAE,CAAC,CAAC;QAC/C,CAAC;QAED,MAAM,OAAO,GAAG,MAAM,IAAI,CAAC,OAAO,CAAgB;YAChD,IAAI,EAAE,aAAa;YACnB,KAAK,EAAE,QAAQ;SAChB,CAAC,CAAC;QAEH,eAAe;QACf,KAAK,MAAM,MAAM,IAAI,OAAO,EAAE,CAAC;YAC7B,IAAI,CAAC,QAAQ,CAAC,GAAG,CAAC,MAAM,CAAC,IAAI,EAAE,MAAM,CAAC,CAAC;QACzC,CAAC;QAED,OAAO,KAAK,CAAC,GAAG,CAAC,CAAC,CAAC,EAAE,CAAC,IAAI,CAAC,QAAQ,CAAC,GAAG,CAAC,CAAC,CAAE,CAAC,CAAC,MAAM,CAAC,OAAO,CAAC,CAAC;IAC/D,CAAC;IAED;;;OAGG;IACH,KAAK,CAAC,iBAAiB,CAAC,KAAe;QAQrC,OAAO,IAAI,CAAC,OAAO,CAAC,EAAE,IAAI,EAAE,oBAAoB,EAAE,KAAK,EAAE,CAAC,CAAC;IAC7D,CAAC;IAED;;;OAGG;IACH,KAAK,CAAC,oBAAoB,CAAC,WAAqB;QAC9C,OAAO,IAAI,CAAC,OAAO,CAAC,EAAE,IAAI,EAAE,kBAAkB,EAAE,WAAW,EAAE,CAAC,CAAC;IACjE,CAAC;IAED,4EAA4E;IAC5E,wBAAwB;IACxB,4EAA4E;IAE5E;;;OAGG;IACH,KAAK,CAAC,YAAY,CAAC,KAAe,EAAE,KAAgB;QAClD,OAAO,IAAI,CAAC,OAAO,CAAC,EAAE,IAAI,EAAE,eAAe,EAAE,KAAK,EAAE,KAAK,EAAE,CAAC,CAAC;IAC/D,CAAC;IAED,4EAA4E;IAC5E,6BAA6B;IAC7B,4EAA4E;IAE5E;;;OAGG;IACH,KAAK,CAAC,WAAW,CAAC,KAAa,EAAE,MAAsB,EAAE,OAAe,CAAC;QACvE,OAAO,IAAI,CAAC,OAAO,CAAC,EAAE,IAAI,EAAE,cAAc,EAAE,KAAK,EAAE,MAAM,EAAE,IAAI,EAAE,CAAC,CAAC;IACrE,CAAC;IAED;;;OAGG;IACH,KAAK,CAAC,WAAW,CAAC,OAAiB,EAAE,KAAa;QAChD,OAAO,IAAI,CAAC,OAAO,CAAC,EAAE,IAAI,EAAE,cAAc,EAAE,OAAO,EAAE,KAAK,EAAE,CAAC,CAAC;IAChE,CAAC;IAED;;;OAGG;IACH,KAAK,CAAC,WAAW,CAAC,KAAe,EAAE,YAAoB,GAAG;QACxD,OAAO,IAAI,CAAC,OAAO,CAAC,EAAE,IAAI,EAAE,aAAa,EAAE,KAAK,EAAE,SAAS,EAAE,CAAC,CAAC;IACjE,CAAC;IAED,4EAA4E;IAC5E,gCAAgC;IAChC,4EAA4E;IAE5E;;;OAGG;IACH,KAAK,CAAC,QAAQ,CAAC,KAAe;QAC5B,OAAO,IAAI,CAAC,OAAO,CAAC,EAAE,IAAI,EAAE,WAAW,EAAE,KAAK,EAAE,CAAC,CAAC;IACpD,CAAC;IAED;;;OAGG;IACH,KAAK,CAAC,QAAQ,CAAC,KAAe,EAAE,KAAc;QAC5C,OAAO,IAAI,CAAC,OAAO,CAAC,EAAE,IAAI,EAAE,WAAW,EAAE,KAAK,EAAE,KAAK,EAAE,CAAC,CAAC;IAC3D,CAAC;IAED,4EAA4E;IAC5E,oBAAoB;IACpB,4EAA4E;IAE5E,QAAQ;QAQN,OAAO;YACL,OAAO,EAAE,IAAI,CAAC,MAAM,CAAC,OAAO;YAC5B,OAAO,EAAE,IAAI,CAAC,OAAO,CAAC,MAAM;YAC5B,IAAI,EAAE,IAAI,CAAC,WAAW,CAAC,IAAI;YAC3B,MAAM,EAAE,IAAI,CAAC,SAAS,CAAC,MAAM;YAC7B,oBAAoB,EAAE,IAAI,CAAC,gBAAgB,CAAC,IAAI;YAChD,YAAY,EAAE,IAAI,CAAC,QAAQ,CAAC,IAAI;SACjC,CAAC;IACJ,CAAC;IAED,WAAW;QACT,IAAI,CAAC,gBAAgB,CAAC,KAAK,EAAE,CAAC;QAC9B,IAAI,CAAC,QAAQ,CAAC,KAAK,EAAE,CAAC;IACxB,CAAC;IAED,KAAK,CAAC,QAAQ;QACZ,sBAAsB;QACtB,KAAK,MAAM,IAAI,IAAI,IAAI,CAAC,SAAS,EAAE,CAAC;YAClC,YAAY,CAAC,IAAI,CAAC,OAAO,CAAC,CAAC;YAC3B,IAAI,CAAC,MAAM,CAAC,IAAI,KAAK,CAAC,2BAA2B,CAAC,CAAC,CAAC;QACtD,CAAC;QACD,IAAI,CAAC,SAAS,GAAG,EAAE,CAAC;QAEpB,oBAAoB;QACpB,MAAM,OAAO,CAAC,GAAG,CAAC,IAAI,CAAC,OAAO,CAAC,GAAG,CAAC,CAAC,CAAC,EAAE,CAAC,CAAC,CAAC,SAAS,EAAE,CAAC,CAAC,CAAC;QACxD,IAAI,CAAC,OAAO,GAAG,EAAE,CAAC;QAClB,IAAI,CAAC,WAAW,CAAC,KAAK,EAAE,CAAC;QACzB,IAAI,CAAC,WAAW,GAAG,KAAK,CAAC;IAC3B,CAAC;CACF;AAjoBD,gDAioBC;AAED,+EAA+E;AAC/E,YAAY;AACZ,+EAA+E;AAE/E,IAAI,QAAQ,GAA8B,IAAI,CAAC;AAE/C,SAAgB,qBAAqB,CAAC,MAAyB;IAC7D,IAAI,CAAC,QAAQ,EAAE,CAAC;QACd,QAAQ,GAAG,IAAI,kBAAkB,CAAC,MAAM,CAAC,CAAC;IAC5C,CAAC;IACD,OAAO,QAAQ,CAAC;AAClB,CAAC;AAEM,KAAK,UAAU,sBAAsB,CAAC,MAAyB;IACpE,MAAM,IAAI,GAAG,qBAAqB,CAAC,MAAM,CAAC,CAAC;IAC3C,MAAM,IAAI,CAAC,IAAI,EAAE,CAAC;IAClB,OAAO,IAAI,CAAC;AACd,CAAC;AAED,kBAAe,kBAAkB,CAAC"} \ No newline at end of file diff --git a/npm/packages/ruvector/src/core/router-wrapper.d.ts b/npm/packages/ruvector/src/core/router-wrapper.d.ts deleted file mode 100644 index b87c1dd129..0000000000 --- a/npm/packages/ruvector/src/core/router-wrapper.d.ts +++ /dev/null @@ -1,75 +0,0 @@ -/** - * Router Wrapper - Semantic router for AI agent intent matching - * - * Wraps @ruvector/router for vector-based intent classification. - * Perfect for hooks to route tasks to the right agent. - */ -export declare function isRouterAvailable(): boolean; -export interface Route { - name: string; - utterances: string[]; - metadata?: Record; -} -export interface RouteMatch { - route: string; - score: number; - metadata?: Record; -} -/** - * Semantic Router for agent task routing - */ -export declare class SemanticRouter { - private inner; - private routes; - constructor(options?: { - dimension?: number; - threshold?: number; - }); - /** - * Set the embedder function for converting text to vectors. - * Required before match() can accept string input. - */ - setEmbedder(embedder: (text: string) => Promise): void; - /** - * Add a route with example utterances (sync, requires pre-computed embedding) - */ - addRoute(name: string, utterances: string[], metadata?: Record, embedding?: Float32Array | number[]): void; - /** - * Add a route with automatic embedding computation (requires setEmbedder) - */ - addRouteAsync(name: string, utterances: string[], metadata?: Record): Promise; - /** - * Add multiple routes at once - */ - addRoutes(routes: Route[]): void; - /** - * Match input to best route (async, accepts string if embedder is set, or Float32Array) - */ - match(input: string | Float32Array): Promise; - /** - * Get top-k route matches (async) - */ - matchTopK(input: string | Float32Array, k?: number): Promise; - /** - * Match with a pre-computed embedding (synchronous) - */ - matchWithEmbedding(embedding: Float32Array, k?: number): RouteMatch[]; - /** - * Get all registered routes - */ - getRoutes(): Route[]; - /** - * Remove a route - */ - removeRoute(name: string): boolean; - /** - * Clear all routes - */ - clear(): void; -} -/** - * Create a pre-configured agent router for hooks - */ -export declare function createAgentRouter(): SemanticRouter; -export default SemanticRouter; -//# sourceMappingURL=router-wrapper.d.ts.map \ No newline at end of file diff --git a/npm/packages/ruvector/src/core/router-wrapper.d.ts.map b/npm/packages/ruvector/src/core/router-wrapper.d.ts.map deleted file mode 100644 index 94248a9e36..0000000000 --- a/npm/packages/ruvector/src/core/router-wrapper.d.ts.map +++ /dev/null @@ -1 +0,0 @@ -{"version":3,"file":"router-wrapper.d.ts","sourceRoot":"","sources":["router-wrapper.ts"],"names":[],"mappings":"AAAA;;;;;GAKG;AAqBH,wBAAgB,iBAAiB,IAAI,OAAO,CAO3C;AAED,MAAM,WAAW,KAAK;IACpB,IAAI,EAAE,MAAM,CAAC;IACb,UAAU,EAAE,MAAM,EAAE,CAAC;IACrB,QAAQ,CAAC,EAAE,MAAM,CAAC,MAAM,EAAE,GAAG,CAAC,CAAC;CAChC;AAED,MAAM,WAAW,UAAU;IACzB,KAAK,EAAE,MAAM,CAAC;IACd,KAAK,EAAE,MAAM,CAAC;IACd,QAAQ,CAAC,EAAE,MAAM,CAAC,MAAM,EAAE,GAAG,CAAC,CAAC;CAChC;AAED;;GAEG;AACH,qBAAa,cAAc;IACzB,OAAO,CAAC,KAAK,CAAM;IACnB,OAAO,CAAC,MAAM,CAAiC;gBAEnC,OAAO,GAAE;QAAE,UAAU,CAAC,EAAE,MAAM,CAAC;QAAC,SAAS,CAAC,EAAE,MAAM,CAAA;KAAO;IAQrE;;OAEG;IACH,QAAQ,CAAC,IAAI,EAAE,MAAM,EAAE,UAAU,EAAE,MAAM,EAAE,EAAE,QAAQ,CAAC,EAAE,MAAM,CAAC,MAAM,EAAE,GAAG,CAAC,GAAG,IAAI;IAKlF;;OAEG;IACH,SAAS,CAAC,MAAM,EAAE,KAAK,EAAE,GAAG,IAAI;IAMhC;;OAEG;IACH,KAAK,CAAC,KAAK,EAAE,MAAM,GAAG,UAAU,GAAG,IAAI;IAWvC;;OAEG;IACH,SAAS,CAAC,KAAK,EAAE,MAAM,EAAE,CAAC,GAAE,MAAU,GAAG,UAAU,EAAE;IASrD;;OAEG;IACH,SAAS,IAAI,KAAK,EAAE;IAIpB;;OAEG;IACH,WAAW,CAAC,IAAI,EAAE,MAAM,GAAG,OAAO;IAMlC;;OAEG;IACH,KAAK,IAAI,IAAI;CAId;AAED;;GAEG;AACH,wBAAgB,iBAAiB,IAAI,cAAc,CA8FlD;AAED,eAAe,cAAc,CAAC"} \ No newline at end of file diff --git a/npm/packages/ruvector/src/core/router-wrapper.js b/npm/packages/ruvector/src/core/router-wrapper.js deleted file mode 100644 index bad6afe61c..0000000000 --- a/npm/packages/ruvector/src/core/router-wrapper.js +++ /dev/null @@ -1,244 +0,0 @@ -"use strict"; -/** - * Router Wrapper - Semantic router for AI agent intent matching - * - * Wraps @ruvector/router for vector-based intent classification. - * Perfect for hooks to route tasks to the right agent. - */ -Object.defineProperty(exports, "__esModule", { value: true }); -exports.SemanticRouter = void 0; -exports.isRouterAvailable = isRouterAvailable; -exports.createAgentRouter = createAgentRouter; -let routerModule = null; -let loadError = null; -function getRouterModule() { - if (routerModule) - return routerModule; - if (loadError) - throw loadError; - try { - routerModule = require('@ruvector/router'); - return routerModule; - } - catch (e) { - loadError = new Error(`@ruvector/router not installed: ${e.message}\n` + - `Install with: npm install @ruvector/router`); - throw loadError; - } -} -function isRouterAvailable() { - try { - getRouterModule(); - return true; - } - catch { - return false; - } -} -/** - * Semantic Router for agent task routing - */ -class SemanticRouter { - constructor(options = {}) { - this.routes = new Map(); - const router = getRouterModule(); - this.inner = new router.SemanticRouter({ - dimension: options.dimension ?? 384, - threshold: options.threshold ?? 0.7, - }); - } - /** - * Set the embedder function for converting text to vectors. - * Required before match() can accept string input. - */ - setEmbedder(embedder) { - this.inner.setEmbedder(embedder); - } - /** - * Add a route with example utterances (sync, requires pre-computed embedding) - */ - addRoute(name, utterances, metadata, embedding) { - this.routes.set(name, { name, utterances, metadata }); - this.inner.addIntent({ - name, - utterances, - metadata, - embedding, - }); - } - /** - * Add a route with automatic embedding computation (requires setEmbedder) - */ - async addRouteAsync(name, utterances, metadata) { - this.routes.set(name, { name, utterances, metadata }); - await this.inner.addIntentAsync({ - name, - utterances, - metadata, - }); - } - /** - * Add multiple routes at once - */ - addRoutes(routes) { - for (const route of routes) { - this.addRoute(route.name, route.utterances, route.metadata); - } - } - /** - * Match input to best route (async, accepts string if embedder is set, or Float32Array) - */ - async match(input) { - const results = await this.inner.route(input, 1); - if (!results || results.length === 0) - return null; - return { - route: results[0].intent, - score: results[0].score, - metadata: results[0].metadata, - }; - } - /** - * Get top-k route matches (async) - */ - async matchTopK(input, k = 3) { - const results = await this.inner.route(input, k); - return (results || []).map((r) => ({ - route: r.intent, - score: r.score, - metadata: r.metadata, - })); - } - /** - * Match with a pre-computed embedding (synchronous) - */ - matchWithEmbedding(embedding, k = 1) { - const results = this.inner.routeWithEmbedding(embedding, k); - return (results || []).map((r) => ({ - route: r.intent, - score: r.score, - metadata: r.metadata, - })); - } - /** - * Get all registered routes - */ - getRoutes() { - return Array.from(this.routes.values()); - } - /** - * Remove a route - */ - removeRoute(name) { - if (!this.routes.has(name)) - return false; - this.routes.delete(name); - return this.inner.removeIntent(name); - } - /** - * Clear all routes - */ - clear() { - this.routes.clear(); - this.inner.clear(); - } -} -exports.SemanticRouter = SemanticRouter; -/** - * Create a pre-configured agent router for hooks - */ -function createAgentRouter() { - const router = new SemanticRouter({ threshold: 0.6 }); - // Add common agent routes - router.addRoutes([ - { - name: 'coder', - utterances: [ - 'implement feature', - 'write code', - 'create function', - 'add method', - 'build component', - 'fix bug', - 'update implementation', - ], - metadata: { type: 'development' }, - }, - { - name: 'reviewer', - utterances: [ - 'review code', - 'check quality', - 'find issues', - 'suggest improvements', - 'analyze code', - 'code review', - ], - metadata: { type: 'review' }, - }, - { - name: 'tester', - utterances: [ - 'write tests', - 'add test cases', - 'create unit tests', - 'test coverage', - 'integration tests', - 'verify functionality', - ], - metadata: { type: 'testing' }, - }, - { - name: 'researcher', - utterances: [ - 'research topic', - 'find information', - 'explore options', - 'investigate', - 'analyze requirements', - 'understand codebase', - ], - metadata: { type: 'research' }, - }, - { - name: 'architect', - utterances: [ - 'design system', - 'architecture', - 'structure project', - 'plan implementation', - 'design patterns', - 'system design', - ], - metadata: { type: 'architecture' }, - }, - { - name: 'devops', - utterances: [ - 'deploy', - 'ci/cd', - 'docker', - 'kubernetes', - 'infrastructure', - 'build pipeline', - 'github actions', - ], - metadata: { type: 'devops' }, - }, - { - name: 'security', - utterances: [ - 'security audit', - 'vulnerability', - 'authentication', - 'authorization', - 'secure code', - 'penetration test', - ], - metadata: { type: 'security' }, - }, - ]); - return router; -} -exports.default = SemanticRouter; -//# sourceMappingURL=router-wrapper.js.map \ No newline at end of file diff --git a/npm/packages/ruvector/src/core/router-wrapper.js.map b/npm/packages/ruvector/src/core/router-wrapper.js.map deleted file mode 100644 index d3429e49c0..0000000000 --- a/npm/packages/ruvector/src/core/router-wrapper.js.map +++ /dev/null @@ -1 +0,0 @@ -{"version":3,"file":"router-wrapper.js","sourceRoot":"","sources":["router-wrapper.ts"],"names":[],"mappings":";AAAA;;;;;GAKG;;;AAqBH,8CAOC;AAoGD,8CA8FC;AA5ND,IAAI,YAAY,GAAQ,IAAI,CAAC;AAC7B,IAAI,SAAS,GAAiB,IAAI,CAAC;AAEnC,SAAS,eAAe;IACtB,IAAI,YAAY;QAAE,OAAO,YAAY,CAAC;IACtC,IAAI,SAAS;QAAE,MAAM,SAAS,CAAC;IAE/B,IAAI,CAAC;QACH,YAAY,GAAG,OAAO,CAAC,kBAAkB,CAAC,CAAC;QAC3C,OAAO,YAAY,CAAC;IACtB,CAAC;IAAC,OAAO,CAAM,EAAE,CAAC;QAChB,SAAS,GAAG,IAAI,KAAK,CACnB,mCAAmC,CAAC,CAAC,OAAO,IAAI;YAChD,4CAA4C,CAC7C,CAAC;QACF,MAAM,SAAS,CAAC;IAClB,CAAC;AACH,CAAC;AAED,SAAgB,iBAAiB;IAC/B,IAAI,CAAC;QACH,eAAe,EAAE,CAAC;QAClB,OAAO,IAAI,CAAC;IACd,CAAC;IAAC,MAAM,CAAC;QACP,OAAO,KAAK,CAAC;IACf,CAAC;AACH,CAAC;AAcD;;GAEG;AACH,MAAa,cAAc;IAIzB,YAAY,UAAuD,EAAE;QAF7D,WAAM,GAAuB,IAAI,GAAG,EAAE,CAAC;QAG7C,MAAM,MAAM,GAAG,eAAe,EAAE,CAAC;QACjC,IAAI,CAAC,KAAK,GAAG,IAAI,MAAM,CAAC,cAAc,CAAC;YACrC,UAAU,EAAE,OAAO,CAAC,UAAU,IAAI,GAAG;YACrC,SAAS,EAAE,OAAO,CAAC,SAAS,IAAI,GAAG;SACpC,CAAC,CAAC;IACL,CAAC;IAED;;OAEG;IACH,QAAQ,CAAC,IAAY,EAAE,UAAoB,EAAE,QAA8B;QACzE,IAAI,CAAC,MAAM,CAAC,GAAG,CAAC,IAAI,EAAE,EAAE,IAAI,EAAE,UAAU,EAAE,QAAQ,EAAE,CAAC,CAAC;QACtD,IAAI,CAAC,KAAK,CAAC,QAAQ,CAAC,IAAI,EAAE,UAAU,EAAE,QAAQ,CAAC,CAAC,CAAC,IAAI,CAAC,SAAS,CAAC,QAAQ,CAAC,CAAC,CAAC,CAAC,SAAS,CAAC,CAAC;IACzF,CAAC;IAED;;OAEG;IACH,SAAS,CAAC,MAAe;QACvB,KAAK,MAAM,KAAK,IAAI,MAAM,EAAE,CAAC;YAC3B,IAAI,CAAC,QAAQ,CAAC,KAAK,CAAC,IAAI,EAAE,KAAK,CAAC,UAAU,EAAE,KAAK,CAAC,QAAQ,CAAC,CAAC;QAC9D,CAAC;IACH,CAAC;IAED;;OAEG;IACH,KAAK,CAAC,KAAa;QACjB,MAAM,MAAM,GAAG,IAAI,CAAC,KAAK,CAAC,KAAK,CAAC,KAAK,CAAC,CAAC;QACvC,IAAI,CAAC,MAAM;YAAE,OAAO,IAAI,CAAC;QAEzB,OAAO;YACL,KAAK,EAAE,MAAM,CAAC,KAAK;YACnB,KAAK,EAAE,MAAM,CAAC,KAAK;YACnB,QAAQ,EAAE,MAAM,CAAC,QAAQ,CAAC,CAAC,CAAC,IAAI,CAAC,KAAK,CAAC,MAAM,CAAC,QAAQ,CAAC,CAAC,CAAC,CAAC,SAAS;SACpE,CAAC;IACJ,CAAC;IAED;;OAEG;IACH,SAAS,CAAC,KAAa,EAAE,IAAY,CAAC;QACpC,MAAM,OAAO,GAAG,IAAI,CAAC,KAAK,CAAC,SAAS,CAAC,KAAK,EAAE,CAAC,CAAC,CAAC;QAC/C,OAAO,OAAO,CAAC,GAAG,CAAC,CAAC,CAAM,EAAE,EAAE,CAAC,CAAC;YAC9B,KAAK,EAAE,CAAC,CAAC,KAAK;YACd,KAAK,EAAE,CAAC,CAAC,KAAK;YACd,QAAQ,EAAE,CAAC,CAAC,QAAQ,CAAC,CAAC,CAAC,IAAI,CAAC,KAAK,CAAC,CAAC,CAAC,QAAQ,CAAC,CAAC,CAAC,CAAC,SAAS;SAC1D,CAAC,CAAC,CAAC;IACN,CAAC;IAED;;OAEG;IACH,SAAS;QACP,OAAO,KAAK,CAAC,IAAI,CAAC,IAAI,CAAC,MAAM,CAAC,MAAM,EAAE,CAAC,CAAC;IAC1C,CAAC;IAED;;OAEG;IACH,WAAW,CAAC,IAAY;QACtB,IAAI,CAAC,IAAI,CAAC,MAAM,CAAC,GAAG,CAAC,IAAI,CAAC;YAAE,OAAO,KAAK,CAAC;QACzC,IAAI,CAAC,MAAM,CAAC,MAAM,CAAC,IAAI,CAAC,CAAC;QACzB,OAAO,IAAI,CAAC,KAAK,CAAC,WAAW,CAAC,IAAI,CAAC,CAAC;IACtC,CAAC;IAED;;OAEG;IACH,KAAK;QACH,IAAI,CAAC,MAAM,CAAC,KAAK,EAAE,CAAC;QACpB,IAAI,CAAC,KAAK,CAAC,KAAK,EAAE,CAAC;IACrB,CAAC;CACF;AA9ED,wCA8EC;AAED;;GAEG;AACH,SAAgB,iBAAiB;IAC/B,MAAM,MAAM,GAAG,IAAI,cAAc,CAAC,EAAE,SAAS,EAAE,GAAG,EAAE,CAAC,CAAC;IAEtD,0BAA0B;IAC1B,MAAM,CAAC,SAAS,CAAC;QACf;YACE,IAAI,EAAE,OAAO;YACb,UAAU,EAAE;gBACV,mBAAmB;gBACnB,YAAY;gBACZ,iBAAiB;gBACjB,YAAY;gBACZ,iBAAiB;gBACjB,SAAS;gBACT,uBAAuB;aACxB;YACD,QAAQ,EAAE,EAAE,IAAI,EAAE,aAAa,EAAE;SAClC;QACD;YACE,IAAI,EAAE,UAAU;YAChB,UAAU,EAAE;gBACV,aAAa;gBACb,eAAe;gBACf,aAAa;gBACb,sBAAsB;gBACtB,cAAc;gBACd,aAAa;aACd;YACD,QAAQ,EAAE,EAAE,IAAI,EAAE,QAAQ,EAAE;SAC7B;QACD;YACE,IAAI,EAAE,QAAQ;YACd,UAAU,EAAE;gBACV,aAAa;gBACb,gBAAgB;gBAChB,mBAAmB;gBACnB,eAAe;gBACf,mBAAmB;gBACnB,sBAAsB;aACvB;YACD,QAAQ,EAAE,EAAE,IAAI,EAAE,SAAS,EAAE;SAC9B;QACD;YACE,IAAI,EAAE,YAAY;YAClB,UAAU,EAAE;gBACV,gBAAgB;gBAChB,kBAAkB;gBAClB,iBAAiB;gBACjB,aAAa;gBACb,sBAAsB;gBACtB,qBAAqB;aACtB;YACD,QAAQ,EAAE,EAAE,IAAI,EAAE,UAAU,EAAE;SAC/B;QACD;YACE,IAAI,EAAE,WAAW;YACjB,UAAU,EAAE;gBACV,eAAe;gBACf,cAAc;gBACd,mBAAmB;gBACnB,qBAAqB;gBACrB,iBAAiB;gBACjB,eAAe;aAChB;YACD,QAAQ,EAAE,EAAE,IAAI,EAAE,cAAc,EAAE;SACnC;QACD;YACE,IAAI,EAAE,QAAQ;YACd,UAAU,EAAE;gBACV,QAAQ;gBACR,OAAO;gBACP,QAAQ;gBACR,YAAY;gBACZ,gBAAgB;gBAChB,gBAAgB;gBAChB,gBAAgB;aACjB;YACD,QAAQ,EAAE,EAAE,IAAI,EAAE,QAAQ,EAAE;SAC7B;QACD;YACE,IAAI,EAAE,UAAU;YAChB,UAAU,EAAE;gBACV,gBAAgB;gBAChB,eAAe;gBACf,gBAAgB;gBAChB,eAAe;gBACf,aAAa;gBACb,kBAAkB;aACnB;YACD,QAAQ,EAAE,EAAE,IAAI,EAAE,UAAU,EAAE;SAC/B;KACF,CAAC,CAAC;IAEH,OAAO,MAAM,CAAC;AAChB,CAAC;AAED,kBAAe,cAAc,CAAC"} \ No newline at end of file diff --git a/npm/packages/ruvector/src/core/rvf-wrapper.d.ts b/npm/packages/ruvector/src/core/rvf-wrapper.d.ts deleted file mode 100644 index 0142f36524..0000000000 --- a/npm/packages/ruvector/src/core/rvf-wrapper.d.ts +++ /dev/null @@ -1,86 +0,0 @@ -/** - * RVF Wrapper - Persistent vector store via @ruvector/rvf - * - * Wraps @ruvector/rvf RvfDatabase through thin convenience functions. - * Falls back to clear error messages when the package is not installed. - */ -export declare function isRvfAvailable(): boolean; -export interface RvfStoreOptions { - dimensions: number; - metric?: 'l2' | 'cosine' | 'dotproduct'; - compression?: 'none' | 'scalar' | 'product'; - m?: number; - efConstruction?: number; -} -export interface RvfEntry { - id: string; - vector: Float32Array | number[]; - metadata?: Record; -} -export interface RvfResult { - id: string; - distance: number; -} -export interface RvfStoreStatus { - totalVectors: number; - totalSegments: number; - fileSizeBytes: number; - epoch: number; - compactionState: string; - deadSpaceRatio: number; - readOnly: boolean; -} -export interface RvfQueryOpts { - efSearch?: number; - filter?: any; - timeoutMs?: number; -} -export type RvfStore = any; -/** - * Create a new RVF store at the given path. - */ -export declare function createRvfStore(path: string, options: RvfStoreOptions): Promise; -/** - * Open an existing RVF store for read-write access. - */ -export declare function openRvfStore(path: string): Promise; -/** - * Ingest a batch of vectors into an open store. - */ -export declare function rvfIngest(store: RvfStore, entries: RvfEntry[]): Promise<{ - accepted: number; - rejected: number; - epoch: number; -}>; -/** - * Query for the k nearest neighbors. - */ -export declare function rvfQuery(store: RvfStore, vector: Float32Array | number[], k: number, options?: RvfQueryOpts): Promise; -/** - * Soft-delete vectors by their IDs. - */ -export declare function rvfDelete(store: RvfStore, ids: string[]): Promise<{ - deleted: number; - epoch: number; -}>; -/** - * Get the current store status. - */ -export declare function rvfStatus(store: RvfStore): Promise; -/** - * Run compaction to reclaim dead space. - */ -export declare function rvfCompact(store: RvfStore): Promise<{ - segmentsCompacted: number; - bytesReclaimed: number; - epoch: number; -}>; -/** - * Derive a child store from a parent for lineage tracking. - */ -export declare function rvfDerive(store: RvfStore, childPath: string): Promise; -/** - * Close the store, releasing the writer lock and flushing data. - */ -export declare function rvfClose(store: RvfStore): Promise; -//# sourceMappingURL=rvf-wrapper.d.ts.map \ No newline at end of file diff --git a/npm/packages/ruvector/src/core/rvf-wrapper.d.ts.map b/npm/packages/ruvector/src/core/rvf-wrapper.d.ts.map deleted file mode 100644 index efd81fae80..0000000000 --- a/npm/packages/ruvector/src/core/rvf-wrapper.d.ts.map +++ /dev/null @@ -1 +0,0 @@ -{"version":3,"file":"rvf-wrapper.d.ts","sourceRoot":"","sources":["rvf-wrapper.ts"],"names":[],"mappings":"AAAA;;;;;GAKG;AAoBH,wBAAgB,cAAc,IAAI,OAAO,CAOxC;AAMD,MAAM,WAAW,eAAe;IAC9B,UAAU,EAAE,MAAM,CAAC;IACnB,MAAM,CAAC,EAAE,IAAI,GAAG,QAAQ,GAAG,YAAY,CAAC;IACxC,WAAW,CAAC,EAAE,MAAM,GAAG,QAAQ,GAAG,SAAS,CAAC;IAC5C,CAAC,CAAC,EAAE,MAAM,CAAC;IACX,cAAc,CAAC,EAAE,MAAM,CAAC;CACzB;AAED,MAAM,WAAW,QAAQ;IACvB,EAAE,EAAE,MAAM,CAAC;IACX,MAAM,EAAE,YAAY,GAAG,MAAM,EAAE,CAAC;IAChC,QAAQ,CAAC,EAAE,MAAM,CAAC,MAAM,EAAE,GAAG,CAAC,CAAC;CAChC;AAED,MAAM,WAAW,SAAS;IACxB,EAAE,EAAE,MAAM,CAAC;IACX,QAAQ,EAAE,MAAM,CAAC;CAClB;AAED,MAAM,WAAW,cAAc;IAC7B,YAAY,EAAE,MAAM,CAAC;IACrB,aAAa,EAAE,MAAM,CAAC;IACtB,aAAa,EAAE,MAAM,CAAC;IACtB,KAAK,EAAE,MAAM,CAAC;IACd,eAAe,EAAE,MAAM,CAAC;IACxB,cAAc,EAAE,MAAM,CAAC;IACvB,QAAQ,EAAE,OAAO,CAAC;CACnB;AAED,MAAM,WAAW,YAAY;IAC3B,QAAQ,CAAC,EAAE,MAAM,CAAC;IAClB,MAAM,CAAC,EAAE,GAAG,CAAC;IACb,SAAS,CAAC,EAAE,MAAM,CAAC;CACpB;AAMD,MAAM,MAAM,QAAQ,GAAG,GAAG,CAAC;AAM3B;;GAEG;AACH,wBAAsB,cAAc,CAClC,IAAI,EAAE,MAAM,EACZ,OAAO,EAAE,eAAe,GACvB,OAAO,CAAC,QAAQ,CAAC,CAGnB;AAED;;GAEG;AACH,wBAAsB,YAAY,CAAC,IAAI,EAAE,MAAM,GAAG,OAAO,CAAC,QAAQ,CAAC,CAGlE;AAED;;GAEG;AACH,wBAAsB,SAAS,CAC7B,KAAK,EAAE,QAAQ,EACf,OAAO,EAAE,QAAQ,EAAE,GAClB,OAAO,CAAC;IAAE,QAAQ,EAAE,MAAM,CAAC;IAAC,QAAQ,EAAE,MAAM,CAAC;IAAC,KAAK,EAAE,MAAM,CAAA;CAAE,CAAC,CAEhE;AAED;;GAEG;AACH,wBAAsB,QAAQ,CAC5B,KAAK,EAAE,QAAQ,EACf,MAAM,EAAE,YAAY,GAAG,MAAM,EAAE,EAC/B,CAAC,EAAE,MAAM,EACT,OAAO,CAAC,EAAE,YAAY,GACrB,OAAO,CAAC,SAAS,EAAE,CAAC,CAEtB;AAED;;GAEG;AACH,wBAAsB,SAAS,CAC7B,KAAK,EAAE,QAAQ,EACf,GAAG,EAAE,MAAM,EAAE,GACZ,OAAO,CAAC;IAAE,OAAO,EAAE,MAAM,CAAC;IAAC,KAAK,EAAE,MAAM,CAAA;CAAE,CAAC,CAE7C;AAED;;GAEG;AACH,wBAAsB,SAAS,CAAC,KAAK,EAAE,QAAQ,GAAG,OAAO,CAAC,cAAc,CAAC,CAExE;AAED;;GAEG;AACH,wBAAsB,UAAU,CAC9B,KAAK,EAAE,QAAQ,GACd,OAAO,CAAC;IAAE,iBAAiB,EAAE,MAAM,CAAC;IAAC,cAAc,EAAE,MAAM,CAAC;IAAC,KAAK,EAAE,MAAM,CAAA;CAAE,CAAC,CAE/E;AAED;;GAEG;AACH,wBAAsB,SAAS,CAC7B,KAAK,EAAE,QAAQ,EACf,SAAS,EAAE,MAAM,GAChB,OAAO,CAAC,QAAQ,CAAC,CAEnB;AAED;;GAEG;AACH,wBAAsB,QAAQ,CAAC,KAAK,EAAE,QAAQ,GAAG,OAAO,CAAC,IAAI,CAAC,CAE7D"} \ No newline at end of file diff --git a/npm/packages/ruvector/src/core/rvf-wrapper.js b/npm/packages/ruvector/src/core/rvf-wrapper.js deleted file mode 100644 index 96f49a15fb..0000000000 --- a/npm/packages/ruvector/src/core/rvf-wrapper.js +++ /dev/null @@ -1,103 +0,0 @@ -"use strict"; -/** - * RVF Wrapper - Persistent vector store via @ruvector/rvf - * - * Wraps @ruvector/rvf RvfDatabase through thin convenience functions. - * Falls back to clear error messages when the package is not installed. - */ -Object.defineProperty(exports, "__esModule", { value: true }); -exports.isRvfAvailable = isRvfAvailable; -exports.createRvfStore = createRvfStore; -exports.openRvfStore = openRvfStore; -exports.rvfIngest = rvfIngest; -exports.rvfQuery = rvfQuery; -exports.rvfDelete = rvfDelete; -exports.rvfStatus = rvfStatus; -exports.rvfCompact = rvfCompact; -exports.rvfDerive = rvfDerive; -exports.rvfClose = rvfClose; -let rvfModule = null; -let loadError = null; -function getRvfModule() { - if (rvfModule) - return rvfModule; - if (loadError) - throw loadError; - try { - rvfModule = require('@ruvector/rvf'); - return rvfModule; - } - catch (e) { - loadError = new Error('@ruvector/rvf is not installed. Run: npm install @ruvector/rvf'); - throw loadError; - } -} -function isRvfAvailable() { - try { - getRvfModule(); - return true; - } - catch { - return false; - } -} -// --------------------------------------------------------------------------- -// Wrapper functions -// --------------------------------------------------------------------------- -/** - * Create a new RVF store at the given path. - */ -async function createRvfStore(path, options) { - const mod = getRvfModule(); - return mod.RvfDatabase.create(path, options); -} -/** - * Open an existing RVF store for read-write access. - */ -async function openRvfStore(path) { - const mod = getRvfModule(); - return mod.RvfDatabase.open(path); -} -/** - * Ingest a batch of vectors into an open store. - */ -async function rvfIngest(store, entries) { - return store.ingestBatch(entries); -} -/** - * Query for the k nearest neighbors. - */ -async function rvfQuery(store, vector, k, options) { - return store.query(vector, k, options); -} -/** - * Soft-delete vectors by their IDs. - */ -async function rvfDelete(store, ids) { - return store.delete(ids); -} -/** - * Get the current store status. - */ -async function rvfStatus(store) { - return store.status(); -} -/** - * Run compaction to reclaim dead space. - */ -async function rvfCompact(store) { - return store.compact(); -} -/** - * Derive a child store from a parent for lineage tracking. - */ -async function rvfDerive(store, childPath) { - return store.derive(childPath); -} -/** - * Close the store, releasing the writer lock and flushing data. - */ -async function rvfClose(store) { - return store.close(); -} -//# sourceMappingURL=rvf-wrapper.js.map \ No newline at end of file diff --git a/npm/packages/ruvector/src/core/rvf-wrapper.js.map b/npm/packages/ruvector/src/core/rvf-wrapper.js.map deleted file mode 100644 index 828fcc3815..0000000000 --- a/npm/packages/ruvector/src/core/rvf-wrapper.js.map +++ /dev/null @@ -1 +0,0 @@ -{"version":3,"file":"rvf-wrapper.js","sourceRoot":"","sources":["rvf-wrapper.ts"],"names":[],"mappings":";AAAA;;;;;GAKG;;AAoBH,wCAOC;AAsDD,wCAMC;AAKD,oCAGC;AAKD,8BAKC;AAKD,4BAOC;AAKD,8BAKC;AAKD,8BAEC;AAKD,gCAIC;AAKD,8BAKC;AAKD,4BAEC;AA9JD,IAAI,SAAS,GAAQ,IAAI,CAAC;AAC1B,IAAI,SAAS,GAAiB,IAAI,CAAC;AAEnC,SAAS,YAAY;IACnB,IAAI,SAAS;QAAE,OAAO,SAAS,CAAC;IAChC,IAAI,SAAS;QAAE,MAAM,SAAS,CAAC;IAE/B,IAAI,CAAC;QACH,SAAS,GAAG,OAAO,CAAC,eAAe,CAAC,CAAC;QACrC,OAAO,SAAS,CAAC;IACnB,CAAC;IAAC,OAAO,CAAM,EAAE,CAAC;QAChB,SAAS,GAAG,IAAI,KAAK,CACnB,gEAAgE,CACjE,CAAC;QACF,MAAM,SAAS,CAAC;IAClB,CAAC;AACH,CAAC;AAED,SAAgB,cAAc;IAC5B,IAAI,CAAC;QACH,YAAY,EAAE,CAAC;QACf,OAAO,IAAI,CAAC;IACd,CAAC;IAAC,MAAM,CAAC;QACP,OAAO,KAAK,CAAC;IACf,CAAC;AACH,CAAC;AA+CD,8EAA8E;AAC9E,oBAAoB;AACpB,8EAA8E;AAE9E;;GAEG;AACI,KAAK,UAAU,cAAc,CAClC,IAAY,EACZ,OAAwB;IAExB,MAAM,GAAG,GAAG,YAAY,EAAE,CAAC;IAC3B,OAAO,GAAG,CAAC,WAAW,CAAC,MAAM,CAAC,IAAI,EAAE,OAAO,CAAC,CAAC;AAC/C,CAAC;AAED;;GAEG;AACI,KAAK,UAAU,YAAY,CAAC,IAAY;IAC7C,MAAM,GAAG,GAAG,YAAY,EAAE,CAAC;IAC3B,OAAO,GAAG,CAAC,WAAW,CAAC,IAAI,CAAC,IAAI,CAAC,CAAC;AACpC,CAAC;AAED;;GAEG;AACI,KAAK,UAAU,SAAS,CAC7B,KAAe,EACf,OAAmB;IAEnB,OAAO,KAAK,CAAC,WAAW,CAAC,OAAO,CAAC,CAAC;AACpC,CAAC;AAED;;GAEG;AACI,KAAK,UAAU,QAAQ,CAC5B,KAAe,EACf,MAA+B,EAC/B,CAAS,EACT,OAAsB;IAEtB,OAAO,KAAK,CAAC,KAAK,CAAC,MAAM,EAAE,CAAC,EAAE,OAAO,CAAC,CAAC;AACzC,CAAC;AAED;;GAEG;AACI,KAAK,UAAU,SAAS,CAC7B,KAAe,EACf,GAAa;IAEb,OAAO,KAAK,CAAC,MAAM,CAAC,GAAG,CAAC,CAAC;AAC3B,CAAC;AAED;;GAEG;AACI,KAAK,UAAU,SAAS,CAAC,KAAe;IAC7C,OAAO,KAAK,CAAC,MAAM,EAAE,CAAC;AACxB,CAAC;AAED;;GAEG;AACI,KAAK,UAAU,UAAU,CAC9B,KAAe;IAEf,OAAO,KAAK,CAAC,OAAO,EAAE,CAAC;AACzB,CAAC;AAED;;GAEG;AACI,KAAK,UAAU,SAAS,CAC7B,KAAe,EACf,SAAiB;IAEjB,OAAO,KAAK,CAAC,MAAM,CAAC,SAAS,CAAC,CAAC;AACjC,CAAC;AAED;;GAEG;AACI,KAAK,UAAU,QAAQ,CAAC,KAAe;IAC5C,OAAO,KAAK,CAAC,KAAK,EAAE,CAAC;AACvB,CAAC"} \ No newline at end of file diff --git a/npm/packages/ruvector/src/core/sona-wrapper.d.ts b/npm/packages/ruvector/src/core/sona-wrapper.d.ts deleted file mode 100644 index 4c4bb0ae49..0000000000 --- a/npm/packages/ruvector/src/core/sona-wrapper.d.ts +++ /dev/null @@ -1,215 +0,0 @@ -/** - * SONA Wrapper - Self-Optimizing Neural Architecture - * - * Provides a safe, flexible interface to @ruvector/sona with: - * - Automatic array type conversion (Array <-> Float64Array) - * - Graceful handling when sona is not installed - * - TypeScript types for all APIs - * - * SONA Features: - * - Micro-LoRA: Ultra-fast rank-1/2 adaptations (~0.1ms) - * - Base-LoRA: Deeper adaptations for complex patterns - * - EWC++: Elastic Weight Consolidation to prevent catastrophic forgetting - * - ReasoningBank: Pattern storage and retrieval - * - Trajectory tracking: Record and learn from execution paths - */ -/** Array input type - accepts both regular arrays and typed arrays */ -export type ArrayInput = number[] | Float32Array | Float64Array; -/** SONA configuration options */ -export interface SonaConfig { - /** Hidden dimension size (required) */ - hiddenDim: number; - /** Embedding dimension (defaults to hiddenDim) */ - embeddingDim?: number; - /** Micro-LoRA rank (1-2, default: 1) */ - microLoraRank?: number; - /** Base LoRA rank (default: 8) */ - baseLoraRank?: number; - /** Micro-LoRA learning rate (default: 0.001) */ - microLoraLr?: number; - /** Base LoRA learning rate (default: 0.0001) */ - baseLoraLr?: number; - /** EWC lambda regularization (default: 1000.0) */ - ewcLambda?: number; - /** Number of pattern clusters (default: 50) */ - patternClusters?: number; - /** Trajectory buffer capacity (default: 10000) */ - trajectoryCapacity?: number; - /** Background learning interval in ms (default: 3600000 = 1 hour) */ - backgroundIntervalMs?: number; - /** Quality threshold for learning (default: 0.5) */ - qualityThreshold?: number; - /** Enable SIMD optimizations (default: true) */ - enableSimd?: boolean; -} -/** Learned pattern from ReasoningBank */ -export interface LearnedPattern { - /** Pattern identifier */ - id: string; - /** Cluster centroid embedding */ - centroid: number[]; - /** Number of trajectories in cluster */ - clusterSize: number; - /** Total weight of trajectories */ - totalWeight: number; - /** Average quality of member trajectories */ - avgQuality: number; - /** Creation timestamp */ - createdAt: string; - /** Last access timestamp */ - lastAccessed: string; - /** Total access count */ - accessCount: number; - /** Pattern type */ - patternType: string; -} -/** SONA engine statistics */ -export interface SonaStats { - trajectoriesRecorded: number; - patternsLearned: number; - microLoraUpdates: number; - baseLoraUpdates: number; - ewcConsolidations: number; - avgLearningTimeMs: number; -} -/** Check if sona is available */ -export declare function isSonaAvailable(): boolean; -/** - * SONA Engine - Self-Optimizing Neural Architecture - * - * Provides runtime-adaptive learning with: - * - Micro-LoRA for instant adaptations - * - Base-LoRA for deeper learning - * - EWC++ for preventing forgetting - * - ReasoningBank for pattern storage - * - * @example - * ```typescript - * import { Sona } from 'ruvector'; - * - * // Create engine with hidden dimension - * const engine = new Sona.Engine(256); - * - * // Or with custom config - * const engine = Sona.Engine.withConfig({ - * hiddenDim: 256, - * microLoraRank: 2, - * patternClusters: 100 - * }); - * - * // Record a trajectory - * const trajId = engine.beginTrajectory([0.1, 0.2, ...]); - * engine.addStep(trajId, activations, attentionWeights, 0.8); - * engine.endTrajectory(trajId, 0.9); - * - * // Apply learned adaptations - * const adapted = engine.applyMicroLora(input); - * ``` - */ -export declare class SonaEngine { - private _native; - /** - * Create a new SONA engine - * @param hiddenDim Hidden dimension size (e.g., 256, 512, 768) - */ - constructor(hiddenDim: number); - /** - * Create engine with custom configuration - * @param config SONA configuration options - */ - static withConfig(config: SonaConfig): SonaEngine; - /** - * Begin recording a new trajectory - * @param queryEmbedding Initial query embedding - * @returns Trajectory ID for subsequent operations - */ - beginTrajectory(queryEmbedding: ArrayInput): number; - /** - * Add a step to an active trajectory - * @param trajectoryId Trajectory ID from beginTrajectory - * @param activations Layer activations - * @param attentionWeights Attention weights - * @param reward Reward signal for this step (0.0 - 1.0) - */ - addStep(trajectoryId: number, activations: ArrayInput, attentionWeights: ArrayInput, reward: number): void; - /** - * Alias for addStep for API compatibility - */ - addTrajectoryStep(trajectoryId: number, activations: ArrayInput, attentionWeights: ArrayInput, reward: number): void; - /** - * Set the model route for a trajectory - * @param trajectoryId Trajectory ID - * @param route Model route identifier (e.g., "gpt-4", "claude-3") - */ - setRoute(trajectoryId: number, route: string): void; - /** - * Add context to a trajectory - * @param trajectoryId Trajectory ID - * @param contextId Context identifier - */ - addContext(trajectoryId: number, contextId: string): void; - /** - * Complete a trajectory and submit for learning - * @param trajectoryId Trajectory ID - * @param quality Final quality score (0.0 - 1.0) - */ - endTrajectory(trajectoryId: number, quality: number): void; - /** - * Apply micro-LoRA transformation (ultra-fast, ~0.1ms) - * @param input Input vector - * @returns Transformed output vector - */ - applyMicroLora(input: ArrayInput): number[]; - /** - * Apply base-LoRA transformation to a specific layer - * @param layerIdx Layer index - * @param input Input vector - * @returns Transformed output vector - */ - applyBaseLora(layerIdx: number, input: ArrayInput): number[]; - /** - * Run background learning cycle if due - * Call this periodically (e.g., every few seconds) - * @returns Status message if learning occurred, null otherwise - */ - tick(): string | null; - /** - * Force immediate background learning cycle - * @returns Status message with learning results - */ - forceLearn(): string; - /** - * Flush pending instant loop updates - */ - flush(): void; - /** - * Find similar learned patterns to a query - * @param queryEmbedding Query embedding - * @param k Number of patterns to return - * @returns Array of similar patterns - */ - findPatterns(queryEmbedding: ArrayInput, k: number): LearnedPattern[]; - /** - * Get engine statistics - * @returns Statistics object - */ - getStats(): SonaStats; - /** - * Enable or disable the engine - * @param enabled Whether to enable - */ - setEnabled(enabled: boolean): void; - /** - * Check if engine is enabled - */ - isEnabled(): boolean; -} -/** - * SONA namespace with all exports - */ -export declare const Sona: { - Engine: typeof SonaEngine; - isAvailable: typeof isSonaAvailable; -}; -export default Sona; -//# sourceMappingURL=sona-wrapper.d.ts.map \ No newline at end of file diff --git a/npm/packages/ruvector/src/core/sona-wrapper.d.ts.map b/npm/packages/ruvector/src/core/sona-wrapper.d.ts.map deleted file mode 100644 index 6b92f14eca..0000000000 --- a/npm/packages/ruvector/src/core/sona-wrapper.d.ts.map +++ /dev/null @@ -1 +0,0 @@ -{"version":3,"file":"sona-wrapper.d.ts","sourceRoot":"","sources":["sona-wrapper.ts"],"names":[],"mappings":"AAAA;;;;;;;;;;;;;;GAcG;AAMH,sEAAsE;AACtE,MAAM,MAAM,UAAU,GAAG,MAAM,EAAE,GAAG,YAAY,GAAG,YAAY,CAAC;AAEhE,iCAAiC;AACjC,MAAM,WAAW,UAAU;IACzB,uCAAuC;IACvC,SAAS,EAAE,MAAM,CAAC;IAClB,kDAAkD;IAClD,YAAY,CAAC,EAAE,MAAM,CAAC;IACtB,wCAAwC;IACxC,aAAa,CAAC,EAAE,MAAM,CAAC;IACvB,kCAAkC;IAClC,YAAY,CAAC,EAAE,MAAM,CAAC;IACtB,gDAAgD;IAChD,WAAW,CAAC,EAAE,MAAM,CAAC;IACrB,gDAAgD;IAChD,UAAU,CAAC,EAAE,MAAM,CAAC;IACpB,kDAAkD;IAClD,SAAS,CAAC,EAAE,MAAM,CAAC;IACnB,+CAA+C;IAC/C,eAAe,CAAC,EAAE,MAAM,CAAC;IACzB,kDAAkD;IAClD,kBAAkB,CAAC,EAAE,MAAM,CAAC;IAC5B,qEAAqE;IACrE,oBAAoB,CAAC,EAAE,MAAM,CAAC;IAC9B,oDAAoD;IACpD,gBAAgB,CAAC,EAAE,MAAM,CAAC;IAC1B,gDAAgD;IAChD,UAAU,CAAC,EAAE,OAAO,CAAC;CACtB;AAED,yCAAyC;AACzC,MAAM,WAAW,cAAc;IAC7B,yBAAyB;IACzB,EAAE,EAAE,MAAM,CAAC;IACX,iCAAiC;IACjC,QAAQ,EAAE,MAAM,EAAE,CAAC;IACnB,wCAAwC;IACxC,WAAW,EAAE,MAAM,CAAC;IACpB,mCAAmC;IACnC,WAAW,EAAE,MAAM,CAAC;IACpB,6CAA6C;IAC7C,UAAU,EAAE,MAAM,CAAC;IACnB,yBAAyB;IACzB,SAAS,EAAE,MAAM,CAAC;IAClB,4BAA4B;IAC5B,YAAY,EAAE,MAAM,CAAC;IACrB,yBAAyB;IACzB,WAAW,EAAE,MAAM,CAAC;IACpB,mBAAmB;IACnB,WAAW,EAAE,MAAM,CAAC;CACrB;AAED,6BAA6B;AAC7B,MAAM,WAAW,SAAS;IACxB,oBAAoB,EAAE,MAAM,CAAC;IAC7B,eAAe,EAAE,MAAM,CAAC;IACxB,gBAAgB,EAAE,MAAM,CAAC;IACzB,eAAe,EAAE,MAAM,CAAC;IACxB,iBAAiB,EAAE,MAAM,CAAC;IAC1B,iBAAiB,EAAE,MAAM,CAAC;CAC3B;AAoCD,iCAAiC;AACjC,wBAAgB,eAAe,IAAI,OAAO,CAOzC;AAMD;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;GA+BG;AACH,qBAAa,UAAU;IACrB,OAAO,CAAC,OAAO,CAAM;IAErB;;;OAGG;gBACS,SAAS,EAAE,MAAM;IAK7B;;;OAGG;IACH,MAAM,CAAC,UAAU,CAAC,MAAM,EAAE,UAAU,GAAG,UAAU;IAYjD;;;;OAIG;IACH,eAAe,CAAC,cAAc,EAAE,UAAU,GAAG,MAAM;IAInD;;;;;;OAMG;IACH,OAAO,CACL,YAAY,EAAE,MAAM,EACpB,WAAW,EAAE,UAAU,EACvB,gBAAgB,EAAE,UAAU,EAC5B,MAAM,EAAE,MAAM,GACb,IAAI;IASP;;OAEG;IACH,iBAAiB,CACf,YAAY,EAAE,MAAM,EACpB,WAAW,EAAE,UAAU,EACvB,gBAAgB,EAAE,UAAU,EAC5B,MAAM,EAAE,MAAM,GACb,IAAI;IAIP;;;;OAIG;IACH,QAAQ,CAAC,YAAY,EAAE,MAAM,EAAE,KAAK,EAAE,MAAM,GAAG,IAAI;IAInD;;;;OAIG;IACH,UAAU,CAAC,YAAY,EAAE,MAAM,EAAE,SAAS,EAAE,MAAM,GAAG,IAAI;IAIzD;;;;OAIG;IACH,aAAa,CAAC,YAAY,EAAE,MAAM,EAAE,OAAO,EAAE,MAAM,GAAG,IAAI;IAQ1D;;;;OAIG;IACH,cAAc,CAAC,KAAK,EAAE,UAAU,GAAG,MAAM,EAAE;IAI3C;;;;;OAKG;IACH,aAAa,CAAC,QAAQ,EAAE,MAAM,EAAE,KAAK,EAAE,UAAU,GAAG,MAAM,EAAE;IAQ5D;;;;OAIG;IACH,IAAI,IAAI,MAAM,GAAG,IAAI;IAIrB;;;OAGG;IACH,UAAU,IAAI,MAAM;IAIpB;;OAEG;IACH,KAAK,IAAI,IAAI;IAQb;;;;;OAKG;IACH,YAAY,CAAC,cAAc,EAAE,UAAU,EAAE,CAAC,EAAE,MAAM,GAAG,cAAc,EAAE;IAQrE;;;OAGG;IACH,QAAQ,IAAI,SAAS;IAKrB;;;OAGG;IACH,UAAU,CAAC,OAAO,EAAE,OAAO,GAAG,IAAI;IAIlC;;OAEG;IACH,SAAS,IAAI,OAAO;CAGrB;AAMD;;GAEG;AACH,eAAO,MAAM,IAAI;;;CAGhB,CAAC;AAEF,eAAe,IAAI,CAAC"} \ No newline at end of file diff --git a/npm/packages/ruvector/src/core/sona-wrapper.js b/npm/packages/ruvector/src/core/sona-wrapper.js deleted file mode 100644 index aacf93216f..0000000000 --- a/npm/packages/ruvector/src/core/sona-wrapper.js +++ /dev/null @@ -1,283 +0,0 @@ -"use strict"; -/** - * SONA Wrapper - Self-Optimizing Neural Architecture - * - * Provides a safe, flexible interface to @ruvector/sona with: - * - Automatic array type conversion (Array <-> Float64Array) - * - Graceful handling when sona is not installed - * - TypeScript types for all APIs - * - * SONA Features: - * - Micro-LoRA: Ultra-fast rank-1/2 adaptations (~0.1ms) - * - Base-LoRA: Deeper adaptations for complex patterns - * - EWC++: Elastic Weight Consolidation to prevent catastrophic forgetting - * - ReasoningBank: Pattern storage and retrieval - * - Trajectory tracking: Record and learn from execution paths - */ -Object.defineProperty(exports, "__esModule", { value: true }); -exports.Sona = exports.SonaEngine = void 0; -exports.isSonaAvailable = isSonaAvailable; -// ============================================================================ -// Helper Functions -// ============================================================================ -/** Convert any array-like to regular Array (SONA expects number[]) */ -function toArray(input) { - if (Array.isArray(input)) - return input; - return Array.from(input); -} -// ============================================================================ -// Lazy Loading -// ============================================================================ -let sonaModule = null; -let sonaLoadError = null; -function getSonaModule() { - if (sonaModule) - return sonaModule; - if (sonaLoadError) - throw sonaLoadError; - try { - sonaModule = require('@ruvector/sona'); - return sonaModule; - } - catch (e) { - sonaLoadError = new Error(`@ruvector/sona is not installed. Install it with:\n` + - ` npm install @ruvector/sona\n\n` + - `Original error: ${e.message}`); - throw sonaLoadError; - } -} -/** Check if sona is available */ -function isSonaAvailable() { - try { - getSonaModule(); - return true; - } - catch { - return false; - } -} -// ============================================================================ -// SONA Engine Wrapper -// ============================================================================ -/** - * SONA Engine - Self-Optimizing Neural Architecture - * - * Provides runtime-adaptive learning with: - * - Micro-LoRA for instant adaptations - * - Base-LoRA for deeper learning - * - EWC++ for preventing forgetting - * - ReasoningBank for pattern storage - * - * @example - * ```typescript - * import { Sona } from 'ruvector'; - * - * // Create engine with hidden dimension - * const engine = new Sona.Engine(256); - * - * // Or with custom config - * const engine = Sona.Engine.withConfig({ - * hiddenDim: 256, - * microLoraRank: 2, - * patternClusters: 100 - * }); - * - * // Record a trajectory - * const trajId = engine.beginTrajectory([0.1, 0.2, ...]); - * engine.addStep(trajId, activations, attentionWeights, 0.8); - * engine.endTrajectory(trajId, 0.9); - * - * // Apply learned adaptations - * const adapted = engine.applyMicroLora(input); - * ``` - */ -class SonaEngine { - /** - * Create a new SONA engine - * @param hiddenDim Hidden dimension size (e.g., 256, 512, 768) - */ - constructor(hiddenDim) { - const mod = getSonaModule(); - this._native = new mod.SonaEngine(hiddenDim); - } - /** - * Create engine with custom configuration - * @param config SONA configuration options - */ - static withConfig(config) { - const mod = getSonaModule(); - const engine = new SonaEngine(config.hiddenDim); - // Replace native with configured version - engine._native = mod.SonaEngine.withConfig(config); - return engine; - } - // ------------------------------------------------------------------------- - // Trajectory Recording - // ------------------------------------------------------------------------- - /** - * Begin recording a new trajectory - * @param queryEmbedding Initial query embedding - * @returns Trajectory ID for subsequent operations - */ - beginTrajectory(queryEmbedding) { - return this._native.beginTrajectory(toArray(queryEmbedding)); - } - /** - * Add a step to an active trajectory - * @param trajectoryId Trajectory ID from beginTrajectory - * @param activations Layer activations - * @param attentionWeights Attention weights - * @param reward Reward signal for this step (0.0 - 1.0) - */ - addStep(trajectoryId, activations, attentionWeights, reward) { - this._native.addTrajectoryStep(trajectoryId, toArray(activations), toArray(attentionWeights), reward); - } - /** - * Alias for addStep for API compatibility - */ - addTrajectoryStep(trajectoryId, activations, attentionWeights, reward) { - this.addStep(trajectoryId, activations, attentionWeights, reward); - } - /** - * Set the model route for a trajectory - * @param trajectoryId Trajectory ID - * @param route Model route identifier (e.g., "gpt-4", "claude-3") - */ - setRoute(trajectoryId, route) { - this._native.setTrajectoryRoute(trajectoryId, route); - } - /** - * Add context to a trajectory - * @param trajectoryId Trajectory ID - * @param contextId Context identifier - */ - addContext(trajectoryId, contextId) { - this._native.addTrajectoryContext(trajectoryId, contextId); - } - /** - * Complete a trajectory and submit for learning - * @param trajectoryId Trajectory ID - * @param quality Final quality score (0.0 - 1.0) - */ - endTrajectory(trajectoryId, quality) { - this._native.endTrajectory(trajectoryId, quality); - } - // ------------------------------------------------------------------------- - // LoRA Transformations - // ------------------------------------------------------------------------- - /** - * Apply micro-LoRA transformation (ultra-fast, ~0.1ms) - * @param input Input vector - * @returns Transformed output vector - */ - applyMicroLora(input) { - return this._native.applyMicroLora(toArray(input)); - } - /** - * Apply base-LoRA transformation to a specific layer - * @param layerIdx Layer index - * @param input Input vector - * @returns Transformed output vector - */ - applyBaseLora(layerIdx, input) { - return this._native.applyBaseLora(layerIdx, toArray(input)); - } - // ------------------------------------------------------------------------- - // Learning Control - // ------------------------------------------------------------------------- - /** - * Run background learning cycle if due - * Call this periodically (e.g., every few seconds) - * @returns Status message if learning occurred, null otherwise - */ - tick() { - return this._native.tick(); - } - /** - * Force immediate background learning cycle - * @returns Status message with learning results - */ - forceLearn() { - return this._native.forceLearn(); - } - /** - * Flush pending instant loop updates - */ - flush() { - this._native.flush(); - } - // ------------------------------------------------------------------------- - // Pattern Retrieval - // ------------------------------------------------------------------------- - /** - * Find similar learned patterns to a query - * @param queryEmbedding Query embedding - * @param k Number of patterns to return - * @returns Array of similar patterns - */ - findPatterns(queryEmbedding, k) { - return this._native.findPatterns(toArray(queryEmbedding), k); - } - // ------------------------------------------------------------------------- - // Engine Control - // ------------------------------------------------------------------------- - /** - * Get engine statistics - * @returns Statistics object - */ - getStats() { - const statsStr = this._native.getStats(); - // Try JSON first (ideal format) - try { - return JSON.parse(statsStr); - } catch { - // Fall back to parsing Rust debug format: "StructName { field: value, ... }" - // e.g., "CoordinatorStats { trajectories_buffered: 0, ... }" - const match = statsStr.match(/\{([^}]+)\}/); - if (match) { - const obj = {}; - const pairs = match[1].split(',').map(s => s.trim()); - for (const pair of pairs) { - const [key, val] = pair.split(':').map(s => s.trim()); - if (key && val !== undefined) { - // Parse value: bool, number, or string - if (val === 'true') obj[key] = true; - else if (val === 'false') obj[key] = false; - else if (!isNaN(parseFloat(val))) obj[key] = parseFloat(val); - else obj[key] = val; - } - } - return obj; - } - // Return raw string if all parsing fails - return { raw: statsStr }; - } - } - /** - * Enable or disable the engine - * @param enabled Whether to enable - */ - setEnabled(enabled) { - this._native.setEnabled(enabled); - } - /** - * Check if engine is enabled - */ - isEnabled() { - return this._native.isEnabled(); - } -} -exports.SonaEngine = SonaEngine; -// ============================================================================ -// Convenience Exports -// ============================================================================ -/** - * SONA namespace with all exports - */ -exports.Sona = { - Engine: SonaEngine, - isAvailable: isSonaAvailable, -}; -exports.default = exports.Sona; -//# sourceMappingURL=sona-wrapper.js.map \ No newline at end of file diff --git a/npm/packages/ruvector/src/core/sona-wrapper.js.map b/npm/packages/ruvector/src/core/sona-wrapper.js.map deleted file mode 100644 index 433f40be72..0000000000 --- a/npm/packages/ruvector/src/core/sona-wrapper.js.map +++ /dev/null @@ -1 +0,0 @@ -{"version":3,"file":"sona-wrapper.js","sourceRoot":"","sources":["sona-wrapper.ts"],"names":[],"mappings":";AAAA;;;;;;;;;;;;;;GAcG;;;AAwGH,0CAOC;AA1CD,+EAA+E;AAC/E,mBAAmB;AACnB,+EAA+E;AAE/E,sEAAsE;AACtE,SAAS,OAAO,CAAC,KAAiB;IAChC,IAAI,KAAK,CAAC,OAAO,CAAC,KAAK,CAAC;QAAE,OAAO,KAAK,CAAC;IACvC,OAAO,KAAK,CAAC,IAAI,CAAC,KAAK,CAAC,CAAC;AAC3B,CAAC;AAED,+EAA+E;AAC/E,eAAe;AACf,+EAA+E;AAE/E,IAAI,UAAU,GAAQ,IAAI,CAAC;AAC3B,IAAI,aAAa,GAAiB,IAAI,CAAC;AAEvC,SAAS,aAAa;IACpB,IAAI,UAAU;QAAE,OAAO,UAAU,CAAC;IAClC,IAAI,aAAa;QAAE,MAAM,aAAa,CAAC;IAEvC,IAAI,CAAC;QACH,UAAU,GAAG,OAAO,CAAC,gBAAgB,CAAC,CAAC;QACvC,OAAO,UAAU,CAAC;IACpB,CAAC;IAAC,OAAO,CAAM,EAAE,CAAC;QAChB,aAAa,GAAG,IAAI,KAAK,CACvB,qDAAqD;YACnD,kCAAkC;YAClC,mBAAmB,CAAC,CAAC,OAAO,EAAE,CACjC,CAAC;QACF,MAAM,aAAa,CAAC;IACtB,CAAC;AACH,CAAC;AAED,iCAAiC;AACjC,SAAgB,eAAe;IAC7B,IAAI,CAAC;QACH,aAAa,EAAE,CAAC;QAChB,OAAO,IAAI,CAAC;IACd,CAAC;IAAC,MAAM,CAAC;QACP,OAAO,KAAK,CAAC;IACf,CAAC;AACH,CAAC;AAED,+EAA+E;AAC/E,sBAAsB;AACtB,+EAA+E;AAE/E;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;GA+BG;AACH,MAAa,UAAU;IAGrB;;;OAGG;IACH,YAAY,SAAiB;QAC3B,MAAM,GAAG,GAAG,aAAa,EAAE,CAAC;QAC5B,IAAI,CAAC,OAAO,GAAG,IAAI,GAAG,CAAC,UAAU,CAAC,SAAS,CAAC,CAAC;IAC/C,CAAC;IAED;;;OAGG;IACH,MAAM,CAAC,UAAU,CAAC,MAAkB;QAClC,MAAM,GAAG,GAAG,aAAa,EAAE,CAAC;QAC5B,MAAM,MAAM,GAAG,IAAI,UAAU,CAAC,MAAM,CAAC,SAAS,CAAC,CAAC;QAChD,yCAAyC;QACzC,MAAM,CAAC,OAAO,GAAG,GAAG,CAAC,UAAU,CAAC,UAAU,CAAC,MAAM,CAAC,CAAC;QACnD,OAAO,MAAM,CAAC;IAChB,CAAC;IAED,4EAA4E;IAC5E,uBAAuB;IACvB,4EAA4E;IAE5E;;;;OAIG;IACH,eAAe,CAAC,cAA0B;QACxC,OAAO,IAAI,CAAC,OAAO,CAAC,eAAe,CAAC,OAAO,CAAC,cAAc,CAAC,CAAC,CAAC;IAC/D,CAAC;IAED;;;;;;OAMG;IACH,OAAO,CACL,YAAoB,EACpB,WAAuB,EACvB,gBAA4B,EAC5B,MAAc;QAEd,IAAI,CAAC,OAAO,CAAC,iBAAiB,CAC5B,YAAY,EACZ,OAAO,CAAC,WAAW,CAAC,EACpB,OAAO,CAAC,gBAAgB,CAAC,EACzB,MAAM,CACP,CAAC;IACJ,CAAC;IAED;;OAEG;IACH,iBAAiB,CACf,YAAoB,EACpB,WAAuB,EACvB,gBAA4B,EAC5B,MAAc;QAEd,IAAI,CAAC,OAAO,CAAC,YAAY,EAAE,WAAW,EAAE,gBAAgB,EAAE,MAAM,CAAC,CAAC;IACpE,CAAC;IAED;;;;OAIG;IACH,QAAQ,CAAC,YAAoB,EAAE,KAAa;QAC1C,IAAI,CAAC,OAAO,CAAC,kBAAkB,CAAC,YAAY,EAAE,KAAK,CAAC,CAAC;IACvD,CAAC;IAED;;;;OAIG;IACH,UAAU,CAAC,YAAoB,EAAE,SAAiB;QAChD,IAAI,CAAC,OAAO,CAAC,oBAAoB,CAAC,YAAY,EAAE,SAAS,CAAC,CAAC;IAC7D,CAAC;IAED;;;;OAIG;IACH,aAAa,CAAC,YAAoB,EAAE,OAAe;QACjD,IAAI,CAAC,OAAO,CAAC,aAAa,CAAC,YAAY,EAAE,OAAO,CAAC,CAAC;IACpD,CAAC;IAED,4EAA4E;IAC5E,uBAAuB;IACvB,4EAA4E;IAE5E;;;;OAIG;IACH,cAAc,CAAC,KAAiB;QAC9B,OAAO,IAAI,CAAC,OAAO,CAAC,cAAc,CAAC,OAAO,CAAC,KAAK,CAAC,CAAC,CAAC;IACrD,CAAC;IAED;;;;;OAKG;IACH,aAAa,CAAC,QAAgB,EAAE,KAAiB;QAC/C,OAAO,IAAI,CAAC,OAAO,CAAC,aAAa,CAAC,QAAQ,EAAE,OAAO,CAAC,KAAK,CAAC,CAAC,CAAC;IAC9D,CAAC;IAED,4EAA4E;IAC5E,mBAAmB;IACnB,4EAA4E;IAE5E;;;;OAIG;IACH,IAAI;QACF,OAAO,IAAI,CAAC,OAAO,CAAC,IAAI,EAAE,CAAC;IAC7B,CAAC;IAED;;;OAGG;IACH,UAAU;QACR,OAAO,IAAI,CAAC,OAAO,CAAC,UAAU,EAAE,CAAC;IACnC,CAAC;IAED;;OAEG;IACH,KAAK;QACH,IAAI,CAAC,OAAO,CAAC,KAAK,EAAE,CAAC;IACvB,CAAC;IAED,4EAA4E;IAC5E,oBAAoB;IACpB,4EAA4E;IAE5E;;;;;OAKG;IACH,YAAY,CAAC,cAA0B,EAAE,CAAS;QAChD,OAAO,IAAI,CAAC,OAAO,CAAC,YAAY,CAAC,OAAO,CAAC,cAAc,CAAC,EAAE,CAAC,CAAC,CAAC;IAC/D,CAAC;IAED,4EAA4E;IAC5E,iBAAiB;IACjB,4EAA4E;IAE5E;;;OAGG;IACH,QAAQ;QACN,MAAM,SAAS,GAAG,IAAI,CAAC,OAAO,CAAC,QAAQ,EAAE,CAAC;QAC1C,OAAO,IAAI,CAAC,KAAK,CAAC,SAAS,CAAC,CAAC;IAC/B,CAAC;IAED;;;OAGG;IACH,UAAU,CAAC,OAAgB;QACzB,IAAI,CAAC,OAAO,CAAC,UAAU,CAAC,OAAO,CAAC,CAAC;IACnC,CAAC;IAED;;OAEG;IACH,SAAS;QACP,OAAO,IAAI,CAAC,OAAO,CAAC,SAAS,EAAE,CAAC;IAClC,CAAC;CACF;AA7LD,gCA6LC;AAED,+EAA+E;AAC/E,sBAAsB;AACtB,+EAA+E;AAE/E;;GAEG;AACU,QAAA,IAAI,GAAG;IAClB,MAAM,EAAE,UAAU;IAClB,WAAW,EAAE,eAAe;CAC7B,CAAC;AAEF,kBAAe,YAAI,CAAC"} \ No newline at end of file diff --git a/npm/packages/ruvector/src/core/tensor-compress.d.ts b/npm/packages/ruvector/src/core/tensor-compress.d.ts deleted file mode 100644 index 3b4f5acc4d..0000000000 --- a/npm/packages/ruvector/src/core/tensor-compress.d.ts +++ /dev/null @@ -1,134 +0,0 @@ -/** - * TensorCompress - Adaptive tensor compression for intelligence storage - * Provides 10x memory savings with access-frequency based compression - */ -export type CompressionLevel = 'none' | 'half' | 'pq8' | 'pq4' | 'binary'; -export interface CompressedTensor { - data: number[] | Uint8Array | Uint16Array | Float32Array; - level: CompressionLevel; - originalDim: number; - accessCount: number; - lastAccess: number; - created: number; -} -export interface CompressionStats { - totalTensors: number; - byLevel: Record; - originalBytes: number; - compressedBytes: number; - savingsPercent: number; -} -export interface CompressionConfig { - hotThreshold: number; - warmThreshold: number; - coolThreshold: number; - coldThreshold: number; - autoCompress: boolean; - compressIntervalMs: number; -} -export declare class TensorCompress { - private config; - private tensors; - private totalAccesses; - private compressTimer; - constructor(config?: Partial); - /** - * Store a tensor with automatic compression based on access patterns - */ - store(id: string, tensor: Float32Array | number[], level?: CompressionLevel): void; - /** - * Retrieve and decompress a tensor - */ - get(id: string): Float32Array | null; - /** - * Check if tensor exists - */ - has(id: string): boolean; - /** - * Delete a tensor - */ - delete(id: string): boolean; - /** - * Get all tensor IDs - */ - keys(): string[]; - /** - * Compress tensor to specified level - */ - private compress; - /** - * Decompress tensor back to Float32Array - */ - private decompress; - /** - * Float16 conversion (approximate) - */ - private toFloat16; - private fromFloat16; - private floatToHalf; - private halfToFloat; - /** - * Product Quantization 8-bit - */ - private toPQ8; - private fromPQ8; - /** - * Product Quantization 4-bit (packed) - */ - private toPQ4; - private fromPQ4; - /** - * Binary quantization (1-bit per value) - */ - private toBinary; - private fromBinary; - /** - * Calculate access frequency for a tensor - */ - private getAccessFrequency; - /** - * Determine optimal compression level based on access frequency - */ - getOptimalLevel(id: string): CompressionLevel; - /** - * Recompress all tensors based on current access patterns - */ - recompressAll(): CompressionStats; - /** - * Get compressed size in bytes - */ - private getCompressedSize; - /** - * Get compression statistics - */ - getStats(): CompressionStats; - /** - * Start auto-compression timer - */ - private startAutoCompress; - /** - * Stop auto-compression - */ - stopAutoCompress(): void; - /** - * Export all tensors for persistence - */ - export(): { - tensors: Record; - totalAccesses: number; - }; - /** - * Import tensors from persistence - */ - import(data: { - tensors: Record; - totalAccesses: number; - }): void; - private restoreTypedArray; - /** - * Clear all tensors - */ - clear(): void; -} -export default TensorCompress; -//# sourceMappingURL=tensor-compress.d.ts.map \ No newline at end of file diff --git a/npm/packages/ruvector/src/core/tensor-compress.d.ts.map b/npm/packages/ruvector/src/core/tensor-compress.d.ts.map deleted file mode 100644 index f7c6ce64a2..0000000000 --- a/npm/packages/ruvector/src/core/tensor-compress.d.ts.map +++ /dev/null @@ -1 +0,0 @@ -{"version":3,"file":"tensor-compress.d.ts","sourceRoot":"","sources":["tensor-compress.ts"],"names":[],"mappings":"AAAA;;;GAGG;AAEH,MAAM,MAAM,gBAAgB,GAAG,MAAM,GAAG,MAAM,GAAG,KAAK,GAAG,KAAK,GAAG,QAAQ,CAAC;AAE1E,MAAM,WAAW,gBAAgB;IAC/B,IAAI,EAAE,MAAM,EAAE,GAAG,UAAU,GAAG,WAAW,GAAG,YAAY,CAAC;IACzD,KAAK,EAAE,gBAAgB,CAAC;IACxB,WAAW,EAAE,MAAM,CAAC;IACpB,WAAW,EAAE,MAAM,CAAC;IACpB,UAAU,EAAE,MAAM,CAAC;IACnB,OAAO,EAAE,MAAM,CAAC;CACjB;AAED,MAAM,WAAW,gBAAgB;IAC/B,YAAY,EAAE,MAAM,CAAC;IACrB,OAAO,EAAE,MAAM,CAAC,gBAAgB,EAAE,MAAM,CAAC,CAAC;IAC1C,aAAa,EAAE,MAAM,CAAC;IACtB,eAAe,EAAE,MAAM,CAAC;IACxB,cAAc,EAAE,MAAM,CAAC;CACxB;AAED,MAAM,WAAW,iBAAiB;IAChC,YAAY,EAAE,MAAM,CAAC;IACrB,aAAa,EAAE,MAAM,CAAC;IACtB,aAAa,EAAE,MAAM,CAAC;IACtB,aAAa,EAAE,MAAM,CAAC;IAEtB,YAAY,EAAE,OAAO,CAAC;IACtB,kBAAkB,EAAE,MAAM,CAAC;CAC5B;AAWD,qBAAa,cAAc;IACzB,OAAO,CAAC,MAAM,CAAoB;IAClC,OAAO,CAAC,OAAO,CAA4C;IAC3D,OAAO,CAAC,aAAa,CAAa;IAClC,OAAO,CAAC,aAAa,CAA+B;gBAExC,MAAM,GAAE,OAAO,CAAC,iBAAiB,CAAM;IAOnD;;OAEG;IACH,KAAK,CAAC,EAAE,EAAE,MAAM,EAAE,MAAM,EAAE,YAAY,GAAG,MAAM,EAAE,EAAE,KAAK,CAAC,EAAE,gBAAgB,GAAG,IAAI;IAoBlF;;OAEG;IACH,GAAG,CAAC,EAAE,EAAE,MAAM,GAAG,YAAY,GAAG,IAAI;IAapC;;OAEG;IACH,GAAG,CAAC,EAAE,EAAE,MAAM,GAAG,OAAO;IAIxB;;OAEG;IACH,MAAM,CAAC,EAAE,EAAE,MAAM,GAAG,OAAO;IAI3B;;OAEG;IACH,IAAI,IAAI,MAAM,EAAE;IAIhB;;OAEG;IACH,OAAO,CAAC,QAAQ;IA0BhB;;OAEG;IACH,OAAO,CAAC,UAAU;IAwBlB;;OAEG;IACH,OAAO,CAAC,SAAS;IAQjB,OAAO,CAAC,WAAW;IAQnB,OAAO,CAAC,WAAW;IA0BnB,OAAO,CAAC,WAAW;IAanB;;OAEG;IACH,OAAO,CAAC,KAAK;IAoBb,OAAO,CAAC,OAAO;IAaf;;OAEG;IACH,OAAO,CAAC,KAAK;IAqBb,OAAO,CAAC,OAAO;IAiBf;;OAEG;IACH,OAAO,CAAC,QAAQ;IAoBhB,OAAO,CAAC,UAAU;IAiBlB;;OAEG;IACH,OAAO,CAAC,kBAAkB;IAK1B;;OAEG;IACH,eAAe,CAAC,EAAE,EAAE,MAAM,GAAG,gBAAgB;IAa7C;;OAEG;IACH,aAAa,IAAI,gBAAgB;IAiCjC;;OAEG;IACH,OAAO,CAAC,iBAAiB;IAazB;;OAEG;IACH,QAAQ,IAAI,gBAAgB;IAsB5B;;OAEG;IACH,OAAO,CAAC,iBAAiB;IAQzB;;OAEG;IACH,gBAAgB,IAAI,IAAI;IAOxB;;OAEG;IACH,MAAM,IAAI;QAAE,OAAO,EAAE,MAAM,CAAC,MAAM,EAAE,GAAG,CAAC,CAAC;QAAC,aAAa,EAAE,MAAM,CAAA;KAAE;IAiBjE;;OAEG;IACH,MAAM,CAAC,IAAI,EAAE;QAAE,OAAO,EAAE,MAAM,CAAC,MAAM,EAAE,GAAG,CAAC,CAAC;QAAC,aAAa,EAAE,MAAM,CAAA;KAAE,GAAG,IAAI;IAgB3E,OAAO,CAAC,iBAAiB;IAWzB;;OAEG;IACH,KAAK,IAAI,IAAI;CAId;AAED,eAAe,cAAc,CAAC"} \ No newline at end of file diff --git a/npm/packages/ruvector/src/core/tensor-compress.js b/npm/packages/ruvector/src/core/tensor-compress.js deleted file mode 100644 index 70fd59d120..0000000000 --- a/npm/packages/ruvector/src/core/tensor-compress.js +++ /dev/null @@ -1,433 +0,0 @@ -"use strict"; -/** - * TensorCompress - Adaptive tensor compression for intelligence storage - * Provides 10x memory savings with access-frequency based compression - */ -Object.defineProperty(exports, "__esModule", { value: true }); -exports.TensorCompress = void 0; -const DEFAULT_CONFIG = { - hotThreshold: 0.8, - warmThreshold: 0.4, - coolThreshold: 0.1, - coldThreshold: 0.01, - autoCompress: true, - compressIntervalMs: 60000, // 1 minute -}; -class TensorCompress { - constructor(config = {}) { - this.tensors = new Map(); - this.totalAccesses = 0; - this.compressTimer = null; - this.config = { ...DEFAULT_CONFIG, ...config }; - if (this.config.autoCompress) { - this.startAutoCompress(); - } - } - /** - * Store a tensor with automatic compression based on access patterns - */ - store(id, tensor, level) { - const data = tensor instanceof Float32Array ? Array.from(tensor) : tensor; - const now = Date.now(); - // Check if updating existing tensor - const existing = this.tensors.get(id); - const accessCount = existing ? existing.accessCount : 0; - const compressed = this.compress(data, level || 'none'); - this.tensors.set(id, { - data: compressed.data, - level: compressed.level, - originalDim: data.length, - accessCount, - lastAccess: now, - created: existing?.created || now, - }); - } - /** - * Retrieve and decompress a tensor - */ - get(id) { - const tensor = this.tensors.get(id); - if (!tensor) - return null; - // Update access stats - tensor.accessCount++; - tensor.lastAccess = Date.now(); - this.totalAccesses++; - // Decompress and return - return this.decompress(tensor); - } - /** - * Check if tensor exists - */ - has(id) { - return this.tensors.has(id); - } - /** - * Delete a tensor - */ - delete(id) { - return this.tensors.delete(id); - } - /** - * Get all tensor IDs - */ - keys() { - return Array.from(this.tensors.keys()); - } - /** - * Compress tensor to specified level - */ - compress(data, level) { - switch (level) { - case 'none': - return { data: new Float32Array(data), level }; - case 'half': - // Float16 simulation using Uint16Array - return { data: this.toFloat16(data), level }; - case 'pq8': - // Product quantization to 8-bit - return { data: this.toPQ8(data), level }; - case 'pq4': - // Product quantization to 4-bit (packed into Uint8) - return { data: this.toPQ4(data), level }; - case 'binary': - // Binary quantization (1-bit per value) - return { data: this.toBinary(data), level }; - default: - return { data: new Float32Array(data), level: 'none' }; - } - } - /** - * Decompress tensor back to Float32Array - */ - decompress(tensor) { - const { data, level, originalDim } = tensor; - switch (level) { - case 'none': - return data instanceof Float32Array ? data : new Float32Array(data); - case 'half': - return this.fromFloat16(data, originalDim); - case 'pq8': - return this.fromPQ8(data, originalDim); - case 'pq4': - return this.fromPQ4(data, originalDim); - case 'binary': - return this.fromBinary(data, originalDim); - default: - return new Float32Array(data); - } - } - /** - * Float16 conversion (approximate) - */ - toFloat16(data) { - const result = new Uint16Array(data.length); - for (let i = 0; i < data.length; i++) { - result[i] = this.floatToHalf(data[i]); - } - return result; - } - fromFloat16(data, dim) { - const result = new Float32Array(dim); - for (let i = 0; i < dim; i++) { - result[i] = this.halfToFloat(data[i]); - } - return result; - } - floatToHalf(val) { - const floatView = new Float32Array(1); - const int32View = new Int32Array(floatView.buffer); - floatView[0] = val; - const x = int32View[0]; - let bits = (x >> 16) & 0x8000; - let m = (x >> 12) & 0x07ff; - const e = (x >> 23) & 0xff; - if (e < 103) - return bits; - if (e > 142) { - bits |= 0x7c00; - bits |= ((e === 255) ? 0 : 1) && (x & 0x007fffff); - return bits; - } - if (e < 113) { - m |= 0x0800; - bits |= (m >> (114 - e)) + ((m >> (113 - e)) & 1); - return bits; - } - bits |= ((e - 112) << 10) | (m >> 1); - bits += (m & 1); - return bits; - } - halfToFloat(val) { - const s = (val & 0x8000) >> 15; - const e = (val & 0x7C00) >> 10; - const f = val & 0x03FF; - if (e === 0) { - return (s ? -1 : 1) * Math.pow(2, -14) * (f / Math.pow(2, 10)); - } - else if (e === 0x1F) { - return f ? NaN : ((s ? -1 : 1) * Infinity); - } - return (s ? -1 : 1) * Math.pow(2, e - 15) * (1 + f / Math.pow(2, 10)); - } - /** - * Product Quantization 8-bit - */ - toPQ8(data) { - const result = new Uint8Array(data.length); - const min = Math.min(...data); - const max = Math.max(...data); - const range = max - min || 1; - for (let i = 0; i < data.length; i++) { - result[i] = Math.round(((data[i] - min) / range) * 255); - } - // Store min/max in first 8 bytes for reconstruction - const output = new Uint8Array(data.length + 8); - const view = new DataView(output.buffer); - view.setFloat32(0, min, true); - view.setFloat32(4, max, true); - output.set(result, 8); - return output; - } - fromPQ8(data, dim) { - const view = new DataView(data.buffer, data.byteOffset); - const min = view.getFloat32(0, true); - const max = view.getFloat32(4, true); - const range = max - min || 1; - const result = new Float32Array(dim); - for (let i = 0; i < dim; i++) { - result[i] = (data[i + 8] / 255) * range + min; - } - return result; - } - /** - * Product Quantization 4-bit (packed) - */ - toPQ4(data) { - const packedLen = Math.ceil(data.length / 2); - const result = new Uint8Array(packedLen + 8); - const min = Math.min(...data); - const max = Math.max(...data); - const range = max - min || 1; - const view = new DataView(result.buffer); - view.setFloat32(0, min, true); - view.setFloat32(4, max, true); - for (let i = 0; i < data.length; i += 2) { - const v1 = Math.round(((data[i] - min) / range) * 15); - const v2 = i + 1 < data.length ? Math.round(((data[i + 1] - min) / range) * 15) : 0; - result[8 + i / 2] = (v1 << 4) | v2; - } - return result; - } - fromPQ4(data, dim) { - const view = new DataView(data.buffer, data.byteOffset); - const min = view.getFloat32(0, true); - const max = view.getFloat32(4, true); - const range = max - min || 1; - const result = new Float32Array(dim); - for (let i = 0; i < dim; i += 2) { - const packed = data[8 + i / 2]; - result[i] = ((packed >> 4) / 15) * range + min; - if (i + 1 < dim) { - result[i + 1] = ((packed & 0x0F) / 15) * range + min; - } - } - return result; - } - /** - * Binary quantization (1-bit per value) - */ - toBinary(data) { - const packedLen = Math.ceil(data.length / 8); - const result = new Uint8Array(packedLen + 4); - // Store mean for reconstruction - const mean = data.reduce((a, b) => a + b, 0) / data.length; - const view = new DataView(result.buffer); - view.setFloat32(0, mean, true); - for (let i = 0; i < data.length; i++) { - if (data[i] >= mean) { - const byteIdx = 4 + Math.floor(i / 8); - const bitIdx = i % 8; - result[byteIdx] |= (1 << bitIdx); - } - } - return result; - } - fromBinary(data, dim) { - const view = new DataView(data.buffer, data.byteOffset); - const mean = view.getFloat32(0, true); - // Use fixed deviation for reconstruction - const deviation = 0.5; - const result = new Float32Array(dim); - for (let i = 0; i < dim; i++) { - const byteIdx = 4 + Math.floor(i / 8); - const bitIdx = i % 8; - const bit = (data[byteIdx] >> bitIdx) & 1; - result[i] = bit ? mean + deviation : mean - deviation; - } - return result; - } - /** - * Calculate access frequency for a tensor - */ - getAccessFrequency(tensor) { - if (this.totalAccesses === 0) - return 1; - return tensor.accessCount / this.totalAccesses; - } - /** - * Determine optimal compression level based on access frequency - */ - getOptimalLevel(id) { - const tensor = this.tensors.get(id); - if (!tensor) - return 'none'; - const freq = this.getAccessFrequency(tensor); - if (freq > this.config.hotThreshold) - return 'none'; - if (freq > this.config.warmThreshold) - return 'half'; - if (freq > this.config.coolThreshold) - return 'pq8'; - if (freq > this.config.coldThreshold) - return 'pq4'; - return 'binary'; - } - /** - * Recompress all tensors based on current access patterns - */ - recompressAll() { - const stats = { - totalTensors: this.tensors.size, - byLevel: { none: 0, half: 0, pq8: 0, pq4: 0, binary: 0 }, - originalBytes: 0, - compressedBytes: 0, - savingsPercent: 0, - }; - for (const [id, tensor] of this.tensors) { - const optimalLevel = this.getOptimalLevel(id); - if (optimalLevel !== tensor.level) { - // Decompress and recompress at new level - const decompressed = this.decompress(tensor); - const recompressed = this.compress(Array.from(decompressed), optimalLevel); - tensor.data = recompressed.data; - tensor.level = recompressed.level; - } - stats.byLevel[tensor.level]++; - stats.originalBytes += tensor.originalDim * 4; // Float32 - stats.compressedBytes += this.getCompressedSize(tensor); - } - stats.savingsPercent = stats.originalBytes > 0 - ? ((stats.originalBytes - stats.compressedBytes) / stats.originalBytes) * 100 - : 0; - return stats; - } - /** - * Get compressed size in bytes - */ - getCompressedSize(tensor) { - const { data, level, originalDim } = tensor; - switch (level) { - case 'none': return originalDim * 4; - case 'half': return originalDim * 2; - case 'pq8': return originalDim + 8; - case 'pq4': return Math.ceil(originalDim / 2) + 8; - case 'binary': return Math.ceil(originalDim / 8) + 4; - default: return originalDim * 4; - } - } - /** - * Get compression statistics - */ - getStats() { - const stats = { - totalTensors: this.tensors.size, - byLevel: { none: 0, half: 0, pq8: 0, pq4: 0, binary: 0 }, - originalBytes: 0, - compressedBytes: 0, - savingsPercent: 0, - }; - for (const tensor of this.tensors.values()) { - stats.byLevel[tensor.level]++; - stats.originalBytes += tensor.originalDim * 4; - stats.compressedBytes += this.getCompressedSize(tensor); - } - stats.savingsPercent = stats.originalBytes > 0 - ? ((stats.originalBytes - stats.compressedBytes) / stats.originalBytes) * 100 - : 0; - return stats; - } - /** - * Start auto-compression timer - */ - startAutoCompress() { - if (this.compressTimer) - return; - this.compressTimer = setInterval(() => { - this.recompressAll(); - }, this.config.compressIntervalMs); - } - /** - * Stop auto-compression - */ - stopAutoCompress() { - if (this.compressTimer) { - clearInterval(this.compressTimer); - this.compressTimer = null; - } - } - /** - * Export all tensors for persistence - */ - export() { - const tensors = {}; - for (const [id, tensor] of this.tensors) { - tensors[id] = { - data: Array.from(tensor.data), - level: tensor.level, - originalDim: tensor.originalDim, - accessCount: tensor.accessCount, - lastAccess: tensor.lastAccess, - created: tensor.created, - }; - } - return { tensors, totalAccesses: this.totalAccesses }; - } - /** - * Import tensors from persistence - */ - import(data) { - this.totalAccesses = data.totalAccesses || 0; - for (const [id, tensor] of Object.entries(data.tensors)) { - const t = tensor; - this.tensors.set(id, { - data: this.restoreTypedArray(t.data, t.level), - level: t.level, - originalDim: t.originalDim, - accessCount: t.accessCount || 0, - lastAccess: t.lastAccess || Date.now(), - created: t.created || Date.now(), - }); - } - } - restoreTypedArray(data, level) { - switch (level) { - case 'none': return new Float32Array(data); - case 'half': return new Uint16Array(data); - case 'pq8': - case 'pq4': - case 'binary': return new Uint8Array(data); - default: return new Float32Array(data); - } - } - /** - * Clear all tensors - */ - clear() { - this.tensors.clear(); - this.totalAccesses = 0; - } -} -exports.TensorCompress = TensorCompress; -exports.default = TensorCompress; -//# sourceMappingURL=tensor-compress.js.map \ No newline at end of file diff --git a/npm/packages/ruvector/src/core/tensor-compress.js.map b/npm/packages/ruvector/src/core/tensor-compress.js.map deleted file mode 100644 index 5a5089983b..0000000000 --- a/npm/packages/ruvector/src/core/tensor-compress.js.map +++ /dev/null @@ -1 +0,0 @@ -{"version":3,"file":"tensor-compress.js","sourceRoot":"","sources":["tensor-compress.ts"],"names":[],"mappings":";AAAA;;;GAGG;;;AA+BH,MAAM,cAAc,GAAsB;IACxC,YAAY,EAAE,GAAG;IACjB,aAAa,EAAE,GAAG;IAClB,aAAa,EAAE,GAAG;IAClB,aAAa,EAAE,IAAI;IACnB,YAAY,EAAE,IAAI;IAClB,kBAAkB,EAAE,KAAK,EAAE,WAAW;CACvC,CAAC;AAEF,MAAa,cAAc;IAMzB,YAAY,SAAqC,EAAE;QAJ3C,YAAO,GAAkC,IAAI,GAAG,EAAE,CAAC;QACnD,kBAAa,GAAW,CAAC,CAAC;QAC1B,kBAAa,GAA0B,IAAI,CAAC;QAGlD,IAAI,CAAC,MAAM,GAAG,EAAE,GAAG,cAAc,EAAE,GAAG,MAAM,EAAE,CAAC;QAC/C,IAAI,IAAI,CAAC,MAAM,CAAC,YAAY,EAAE,CAAC;YAC7B,IAAI,CAAC,iBAAiB,EAAE,CAAC;QAC3B,CAAC;IACH,CAAC;IAED;;OAEG;IACH,KAAK,CAAC,EAAU,EAAE,MAA+B,EAAE,KAAwB;QACzE,MAAM,IAAI,GAAG,MAAM,YAAY,YAAY,CAAC,CAAC,CAAC,KAAK,CAAC,IAAI,CAAC,MAAM,CAAC,CAAC,CAAC,CAAC,MAAM,CAAC;QAC1E,MAAM,GAAG,GAAG,IAAI,CAAC,GAAG,EAAE,CAAC;QAEvB,oCAAoC;QACpC,MAAM,QAAQ,GAAG,IAAI,CAAC,OAAO,CAAC,GAAG,CAAC,EAAE,CAAC,CAAC;QACtC,MAAM,WAAW,GAAG,QAAQ,CAAC,CAAC,CAAC,QAAQ,CAAC,WAAW,CAAC,CAAC,CAAC,CAAC,CAAC;QAExD,MAAM,UAAU,GAAG,IAAI,CAAC,QAAQ,CAAC,IAAI,EAAE,KAAK,IAAI,MAAM,CAAC,CAAC;QAExD,IAAI,CAAC,OAAO,CAAC,GAAG,CAAC,EAAE,EAAE;YACnB,IAAI,EAAE,UAAU,CAAC,IAAI;YACrB,KAAK,EAAE,UAAU,CAAC,KAAK;YACvB,WAAW,EAAE,IAAI,CAAC,MAAM;YACxB,WAAW;YACX,UAAU,EAAE,GAAG;YACf,OAAO,EAAE,QAAQ,EAAE,OAAO,IAAI,GAAG;SAClC,CAAC,CAAC;IACL,CAAC;IAED;;OAEG;IACH,GAAG,CAAC,EAAU;QACZ,MAAM,MAAM,GAAG,IAAI,CAAC,OAAO,CAAC,GAAG,CAAC,EAAE,CAAC,CAAC;QACpC,IAAI,CAAC,MAAM;YAAE,OAAO,IAAI,CAAC;QAEzB,sBAAsB;QACtB,MAAM,CAAC,WAAW,EAAE,CAAC;QACrB,MAAM,CAAC,UAAU,GAAG,IAAI,CAAC,GAAG,EAAE,CAAC;QAC/B,IAAI,CAAC,aAAa,EAAE,CAAC;QAErB,wBAAwB;QACxB,OAAO,IAAI,CAAC,UAAU,CAAC,MAAM,CAAC,CAAC;IACjC,CAAC;IAED;;OAEG;IACH,GAAG,CAAC,EAAU;QACZ,OAAO,IAAI,CAAC,OAAO,CAAC,GAAG,CAAC,EAAE,CAAC,CAAC;IAC9B,CAAC;IAED;;OAEG;IACH,MAAM,CAAC,EAAU;QACf,OAAO,IAAI,CAAC,OAAO,CAAC,MAAM,CAAC,EAAE,CAAC,CAAC;IACjC,CAAC;IAED;;OAEG;IACH,IAAI;QACF,OAAO,KAAK,CAAC,IAAI,CAAC,IAAI,CAAC,OAAO,CAAC,IAAI,EAAE,CAAC,CAAC;IACzC,CAAC;IAED;;OAEG;IACK,QAAQ,CAAC,IAAc,EAAE,KAAuB;QACtD,QAAQ,KAAK,EAAE,CAAC;YACd,KAAK,MAAM;gBACT,OAAO,EAAE,IAAI,EAAE,IAAI,YAAY,CAAC,IAAI,CAAC,EAAE,KAAK,EAAE,CAAC;YAEjD,KAAK,MAAM;gBACT,uCAAuC;gBACvC,OAAO,EAAE,IAAI,EAAE,IAAI,CAAC,SAAS,CAAC,IAAI,CAAC,EAAE,KAAK,EAAE,CAAC;YAE/C,KAAK,KAAK;gBACR,gCAAgC;gBAChC,OAAO,EAAE,IAAI,EAAE,IAAI,CAAC,KAAK,CAAC,IAAI,CAAC,EAAE,KAAK,EAAE,CAAC;YAE3C,KAAK,KAAK;gBACR,oDAAoD;gBACpD,OAAO,EAAE,IAAI,EAAE,IAAI,CAAC,KAAK,CAAC,IAAI,CAAC,EAAE,KAAK,EAAE,CAAC;YAE3C,KAAK,QAAQ;gBACX,wCAAwC;gBACxC,OAAO,EAAE,IAAI,EAAE,IAAI,CAAC,QAAQ,CAAC,IAAI,CAAC,EAAE,KAAK,EAAE,CAAC;YAE9C;gBACE,OAAO,EAAE,IAAI,EAAE,IAAI,YAAY,CAAC,IAAI,CAAC,EAAE,KAAK,EAAE,MAAM,EAAE,CAAC;QAC3D,CAAC;IACH,CAAC;IAED;;OAEG;IACK,UAAU,CAAC,MAAwB;QACzC,MAAM,EAAE,IAAI,EAAE,KAAK,EAAE,WAAW,EAAE,GAAG,MAAM,CAAC;QAE5C,QAAQ,KAAK,EAAE,CAAC;YACd,KAAK,MAAM;gBACT,OAAO,IAAI,YAAY,YAAY,CAAC,CAAC,CAAC,IAAI,CAAC,CAAC,CAAC,IAAI,YAAY,CAAC,IAAgB,CAAC,CAAC;YAElF,KAAK,MAAM;gBACT,OAAO,IAAI,CAAC,WAAW,CAAC,IAAmB,EAAE,WAAW,CAAC,CAAC;YAE5D,KAAK,KAAK;gBACR,OAAO,IAAI,CAAC,OAAO,CAAC,IAAkB,EAAE,WAAW,CAAC,CAAC;YAEvD,KAAK,KAAK;gBACR,OAAO,IAAI,CAAC,OAAO,CAAC,IAAkB,EAAE,WAAW,CAAC,CAAC;YAEvD,KAAK,QAAQ;gBACX,OAAO,IAAI,CAAC,UAAU,CAAC,IAAkB,EAAE,WAAW,CAAC,CAAC;YAE1D;gBACE,OAAO,IAAI,YAAY,CAAC,IAAgB,CAAC,CAAC;QAC9C,CAAC;IACH,CAAC;IAED;;OAEG;IACK,SAAS,CAAC,IAAc;QAC9B,MAAM,MAAM,GAAG,IAAI,WAAW,CAAC,IAAI,CAAC,MAAM,CAAC,CAAC;QAC5C,KAAK,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,IAAI,CAAC,MAAM,EAAE,CAAC,EAAE,EAAE,CAAC;YACrC,MAAM,CAAC,CAAC,CAAC,GAAG,IAAI,CAAC,WAAW,CAAC,IAAI,CAAC,CAAC,CAAC,CAAC,CAAC;QACxC,CAAC;QACD,OAAO,MAAM,CAAC;IAChB,CAAC;IAEO,WAAW,CAAC,IAAiB,EAAE,GAAW;QAChD,MAAM,MAAM,GAAG,IAAI,YAAY,CAAC,GAAG,CAAC,CAAC;QACrC,KAAK,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,GAAG,EAAE,CAAC,EAAE,EAAE,CAAC;YAC7B,MAAM,CAAC,CAAC,CAAC,GAAG,IAAI,CAAC,WAAW,CAAC,IAAI,CAAC,CAAC,CAAC,CAAC,CAAC;QACxC,CAAC;QACD,OAAO,MAAM,CAAC;IAChB,CAAC;IAEO,WAAW,CAAC,GAAW;QAC7B,MAAM,SAAS,GAAG,IAAI,YAAY,CAAC,CAAC,CAAC,CAAC;QACtC,MAAM,SAAS,GAAG,IAAI,UAAU,CAAC,SAAS,CAAC,MAAM,CAAC,CAAC;QACnD,SAAS,CAAC,CAAC,CAAC,GAAG,GAAG,CAAC;QACnB,MAAM,CAAC,GAAG,SAAS,CAAC,CAAC,CAAC,CAAC;QAEvB,IAAI,IAAI,GAAG,CAAC,CAAC,IAAI,EAAE,CAAC,GAAG,MAAM,CAAC;QAC9B,IAAI,CAAC,GAAG,CAAC,CAAC,IAAI,EAAE,CAAC,GAAG,MAAM,CAAC;QAC3B,MAAM,CAAC,GAAG,CAAC,CAAC,IAAI,EAAE,CAAC,GAAG,IAAI,CAAC;QAE3B,IAAI,CAAC,GAAG,GAAG;YAAE,OAAO,IAAI,CAAC;QACzB,IAAI,CAAC,GAAG,GAAG,EAAE,CAAC;YACZ,IAAI,IAAI,MAAM,CAAC;YACf,IAAI,IAAI,CAAC,CAAC,CAAC,KAAK,GAAG,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,IAAI,CAAC,CAAC,GAAG,UAAU,CAAC,CAAC;YAClD,OAAO,IAAI,CAAC;QACd,CAAC;QACD,IAAI,CAAC,GAAG,GAAG,EAAE,CAAC;YACZ,CAAC,IAAI,MAAM,CAAC;YACZ,IAAI,IAAI,CAAC,CAAC,IAAI,CAAC,GAAG,GAAG,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,IAAI,CAAC,GAAG,GAAG,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC;YAClD,OAAO,IAAI,CAAC;QACd,CAAC;QACD,IAAI,IAAI,CAAC,CAAC,CAAC,GAAG,GAAG,CAAC,IAAI,EAAE,CAAC,GAAG,CAAC,CAAC,IAAI,CAAC,CAAC,CAAC;QACrC,IAAI,IAAI,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC;QAChB,OAAO,IAAI,CAAC;IACd,CAAC;IAEO,WAAW,CAAC,GAAW;QAC7B,MAAM,CAAC,GAAG,CAAC,GAAG,GAAG,MAAM,CAAC,IAAI,EAAE,CAAC;QAC/B,MAAM,CAAC,GAAG,CAAC,GAAG,GAAG,MAAM,CAAC,IAAI,EAAE,CAAC;QAC/B,MAAM,CAAC,GAAG,GAAG,GAAG,MAAM,CAAC;QAEvB,IAAI,CAAC,KAAK,CAAC,EAAE,CAAC;YACZ,OAAO,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,GAAG,IAAI,CAAC,GAAG,CAAC,CAAC,EAAE,CAAC,EAAE,CAAC,GAAG,CAAC,CAAC,GAAG,IAAI,CAAC,GAAG,CAAC,CAAC,EAAE,EAAE,CAAC,CAAC,CAAC;QACjE,CAAC;aAAM,IAAI,CAAC,KAAK,IAAI,EAAE,CAAC;YACtB,OAAO,CAAC,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,GAAG,QAAQ,CAAC,CAAC;QAC7C,CAAC;QACD,OAAO,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,GAAG,IAAI,CAAC,GAAG,CAAC,CAAC,EAAE,CAAC,GAAG,EAAE,CAAC,GAAG,CAAC,CAAC,GAAG,CAAC,GAAG,IAAI,CAAC,GAAG,CAAC,CAAC,EAAE,EAAE,CAAC,CAAC,CAAC;IACxE,CAAC;IAED;;OAEG;IACK,KAAK,CAAC,IAAc;QAC1B,MAAM,MAAM,GAAG,IAAI,UAAU,CAAC,IAAI,CAAC,MAAM,CAAC,CAAC;QAC3C,MAAM,GAAG,GAAG,IAAI,CAAC,GAAG,CAAC,GAAG,IAAI,CAAC,CAAC;QAC9B,MAAM,GAAG,GAAG,IAAI,CAAC,GAAG,CAAC,GAAG,IAAI,CAAC,CAAC;QAC9B,MAAM,KAAK,GAAG,GAAG,GAAG,GAAG,IAAI,CAAC,CAAC;QAE7B,KAAK,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,IAAI,CAAC,MAAM,EAAE,CAAC,EAAE,EAAE,CAAC;YACrC,MAAM,CAAC,CAAC,CAAC,GAAG,IAAI,CAAC,KAAK,CAAC,CAAC,CAAC,IAAI,CAAC,CAAC,CAAC,GAAG,GAAG,CAAC,GAAG,KAAK,CAAC,GAAG,GAAG,CAAC,CAAC;QAC1D,CAAC;QAED,oDAAoD;QACpD,MAAM,MAAM,GAAG,IAAI,UAAU,CAAC,IAAI,CAAC,MAAM,GAAG,CAAC,CAAC,CAAC;QAC/C,MAAM,IAAI,GAAG,IAAI,QAAQ,CAAC,MAAM,CAAC,MAAM,CAAC,CAAC;QACzC,IAAI,CAAC,UAAU,CAAC,CAAC,EAAE,GAAG,EAAE,IAAI,CAAC,CAAC;QAC9B,IAAI,CAAC,UAAU,CAAC,CAAC,EAAE,GAAG,EAAE,IAAI,CAAC,CAAC;QAC9B,MAAM,CAAC,GAAG,CAAC,MAAM,EAAE,CAAC,CAAC,CAAC;QAEtB,OAAO,MAAM,CAAC;IAChB,CAAC;IAEO,OAAO,CAAC,IAAgB,EAAE,GAAW;QAC3C,MAAM,IAAI,GAAG,IAAI,QAAQ,CAAC,IAAI,CAAC,MAAM,EAAE,IAAI,CAAC,UAAU,CAAC,CAAC;QACxD,MAAM,GAAG,GAAG,IAAI,CAAC,UAAU,CAAC,CAAC,EAAE,IAAI,CAAC,CAAC;QACrC,MAAM,GAAG,GAAG,IAAI,CAAC,UAAU,CAAC,CAAC,EAAE,IAAI,CAAC,CAAC;QACrC,MAAM,KAAK,GAAG,GAAG,GAAG,GAAG,IAAI,CAAC,CAAC;QAE7B,MAAM,MAAM,GAAG,IAAI,YAAY,CAAC,GAAG,CAAC,CAAC;QACrC,KAAK,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,GAAG,EAAE,CAAC,EAAE,EAAE,CAAC;YAC7B,MAAM,CAAC,CAAC,CAAC,GAAG,CAAC,IAAI,CAAC,CAAC,GAAG,CAAC,CAAC,GAAG,GAAG,CAAC,GAAG,KAAK,GAAG,GAAG,CAAC;QAChD,CAAC;QACD,OAAO,MAAM,CAAC;IAChB,CAAC;IAED;;OAEG;IACK,KAAK,CAAC,IAAc;QAC1B,MAAM,SAAS,GAAG,IAAI,CAAC,IAAI,CAAC,IAAI,CAAC,MAAM,GAAG,CAAC,CAAC,CAAC;QAC7C,MAAM,MAAM,GAAG,IAAI,UAAU,CAAC,SAAS,GAAG,CAAC,CAAC,CAAC;QAE7C,MAAM,GAAG,GAAG,IAAI,CAAC,GAAG,CAAC,GAAG,IAAI,CAAC,CAAC;QAC9B,MAAM,GAAG,GAAG,IAAI,CAAC,GAAG,CAAC,GAAG,IAAI,CAAC,CAAC;QAC9B,MAAM,KAAK,GAAG,GAAG,GAAG,GAAG,IAAI,CAAC,CAAC;QAE7B,MAAM,IAAI,GAAG,IAAI,QAAQ,CAAC,MAAM,CAAC,MAAM,CAAC,CAAC;QACzC,IAAI,CAAC,UAAU,CAAC,CAAC,EAAE,GAAG,EAAE,IAAI,CAAC,CAAC;QAC9B,IAAI,CAAC,UAAU,CAAC,CAAC,EAAE,GAAG,EAAE,IAAI,CAAC,CAAC;QAE9B,KAAK,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,IAAI,CAAC,MAAM,EAAE,CAAC,IAAI,CAAC,EAAE,CAAC;YACxC,MAAM,EAAE,GAAG,IAAI,CAAC,KAAK,CAAC,CAAC,CAAC,IAAI,CAAC,CAAC,CAAC,GAAG,GAAG,CAAC,GAAG,KAAK,CAAC,GAAG,EAAE,CAAC,CAAC;YACtD,MAAM,EAAE,GAAG,CAAC,GAAG,CAAC,GAAG,IAAI,CAAC,MAAM,CAAC,CAAC,CAAC,IAAI,CAAC,KAAK,CAAC,CAAC,CAAC,IAAI,CAAC,CAAC,GAAG,CAAC,CAAC,GAAG,GAAG,CAAC,GAAG,KAAK,CAAC,GAAG,EAAE,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC;YACpF,MAAM,CAAC,CAAC,GAAG,CAAC,GAAG,CAAC,CAAC,GAAG,CAAC,EAAE,IAAI,CAAC,CAAC,GAAG,EAAE,CAAC;QACrC,CAAC;QAED,OAAO,MAAM,CAAC;IAChB,CAAC;IAEO,OAAO,CAAC,IAAgB,EAAE,GAAW;QAC3C,MAAM,IAAI,GAAG,IAAI,QAAQ,CAAC,IAAI,CAAC,MAAM,EAAE,IAAI,CAAC,UAAU,CAAC,CAAC;QACxD,MAAM,GAAG,GAAG,IAAI,CAAC,UAAU,CAAC,CAAC,EAAE,IAAI,CAAC,CAAC;QACrC,MAAM,GAAG,GAAG,IAAI,CAAC,UAAU,CAAC,CAAC,EAAE,IAAI,CAAC,CAAC;QACrC,MAAM,KAAK,GAAG,GAAG,GAAG,GAAG,IAAI,CAAC,CAAC;QAE7B,MAAM,MAAM,GAAG,IAAI,YAAY,CAAC,GAAG,CAAC,CAAC;QACrC,KAAK,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,GAAG,EAAE,CAAC,IAAI,CAAC,EAAE,CAAC;YAChC,MAAM,MAAM,GAAG,IAAI,CAAC,CAAC,GAAG,CAAC,GAAG,CAAC,CAAC,CAAC;YAC/B,MAAM,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC,MAAM,IAAI,CAAC,CAAC,GAAG,EAAE,CAAC,GAAG,KAAK,GAAG,GAAG,CAAC;YAC/C,IAAI,CAAC,GAAG,CAAC,GAAG,GAAG,EAAE,CAAC;gBAChB,MAAM,CAAC,CAAC,GAAG,CAAC,CAAC,GAAG,CAAC,CAAC,MAAM,GAAG,IAAI,CAAC,GAAG,EAAE,CAAC,GAAG,KAAK,GAAG,GAAG,CAAC;YACvD,CAAC;QACH,CAAC;QACD,OAAO,MAAM,CAAC;IAChB,CAAC;IAED;;OAEG;IACK,QAAQ,CAAC,IAAc;QAC7B,MAAM,SAAS,GAAG,IAAI,CAAC,IAAI,CAAC,IAAI,CAAC,MAAM,GAAG,CAAC,CAAC,CAAC;QAC7C,MAAM,MAAM,GAAG,IAAI,UAAU,CAAC,SAAS,GAAG,CAAC,CAAC,CAAC;QAE7C,gCAAgC;QAChC,MAAM,IAAI,GAAG,IAAI,CAAC,MAAM,CAAC,CAAC,CAAC,EAAE,CAAC,EAAE,EAAE,CAAC,CAAC,GAAG,CAAC,EAAE,CAAC,CAAC,GAAG,IAAI,CAAC,MAAM,CAAC;QAC3D,MAAM,IAAI,GAAG,IAAI,QAAQ,CAAC,MAAM,CAAC,MAAM,CAAC,CAAC;QACzC,IAAI,CAAC,UAAU,CAAC,CAAC,EAAE,IAAI,EAAE,IAAI,CAAC,CAAC;QAE/B,KAAK,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,IAAI,CAAC,MAAM,EAAE,CAAC,EAAE,EAAE,CAAC;YACrC,IAAI,IAAI,CAAC,CAAC,CAAC,IAAI,IAAI,EAAE,CAAC;gBACpB,MAAM,OAAO,GAAG,CAAC,GAAG,IAAI,CAAC,KAAK,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC;gBACtC,MAAM,MAAM,GAAG,CAAC,GAAG,CAAC,CAAC;gBACrB,MAAM,CAAC,OAAO,CAAC,IAAI,CAAC,CAAC,IAAI,MAAM,CAAC,CAAC;YACnC,CAAC;QACH,CAAC;QAED,OAAO,MAAM,CAAC;IAChB,CAAC;IAEO,UAAU,CAAC,IAAgB,EAAE,GAAW;QAC9C,MAAM,IAAI,GAAG,IAAI,QAAQ,CAAC,IAAI,CAAC,MAAM,EAAE,IAAI,CAAC,UAAU,CAAC,CAAC;QACxD,MAAM,IAAI,GAAG,IAAI,CAAC,UAAU,CAAC,CAAC,EAAE,IAAI,CAAC,CAAC;QAEtC,yCAAyC;QACzC,MAAM,SAAS,GAAG,GAAG,CAAC;QAEtB,MAAM,MAAM,GAAG,IAAI,YAAY,CAAC,GAAG,CAAC,CAAC;QACrC,KAAK,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,GAAG,EAAE,CAAC,EAAE,EAAE,CAAC;YAC7B,MAAM,OAAO,GAAG,CAAC,GAAG,IAAI,CAAC,KAAK,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC;YACtC,MAAM,MAAM,GAAG,CAAC,GAAG,CAAC,CAAC;YACrB,MAAM,GAAG,GAAG,CAAC,IAAI,CAAC,OAAO,CAAC,IAAI,MAAM,CAAC,GAAG,CAAC,CAAC;YAC1C,MAAM,CAAC,CAAC,CAAC,GAAG,GAAG,CAAC,CAAC,CAAC,IAAI,GAAG,SAAS,CAAC,CAAC,CAAC,IAAI,GAAG,SAAS,CAAC;QACxD,CAAC;QACD,OAAO,MAAM,CAAC;IAChB,CAAC;IAED;;OAEG;IACK,kBAAkB,CAAC,MAAwB;QACjD,IAAI,IAAI,CAAC,aAAa,KAAK,CAAC;YAAE,OAAO,CAAC,CAAC;QACvC,OAAO,MAAM,CAAC,WAAW,GAAG,IAAI,CAAC,aAAa,CAAC;IACjD,CAAC;IAED;;OAEG;IACH,eAAe,CAAC,EAAU;QACxB,MAAM,MAAM,GAAG,IAAI,CAAC,OAAO,CAAC,GAAG,CAAC,EAAE,CAAC,CAAC;QACpC,IAAI,CAAC,MAAM;YAAE,OAAO,MAAM,CAAC;QAE3B,MAAM,IAAI,GAAG,IAAI,CAAC,kBAAkB,CAAC,MAAM,CAAC,CAAC;QAE7C,IAAI,IAAI,GAAG,IAAI,CAAC,MAAM,CAAC,YAAY;YAAE,OAAO,MAAM,CAAC;QACnD,IAAI,IAAI,GAAG,IAAI,CAAC,MAAM,CAAC,aAAa;YAAE,OAAO,MAAM,CAAC;QACpD,IAAI,IAAI,GAAG,IAAI,CAAC,MAAM,CAAC,aAAa;YAAE,OAAO,KAAK,CAAC;QACnD,IAAI,IAAI,GAAG,IAAI,CAAC,MAAM,CAAC,aAAa;YAAE,OAAO,KAAK,CAAC;QACnD,OAAO,QAAQ,CAAC;IAClB,CAAC;IAED;;OAEG;IACH,aAAa;QACX,MAAM,KAAK,GAAqB;YAC9B,YAAY,EAAE,IAAI,CAAC,OAAO,CAAC,IAAI;YAC/B,OAAO,EAAE,EAAE,IAAI,EAAE,CAAC,EAAE,IAAI,EAAE,CAAC,EAAE,GAAG,EAAE,CAAC,EAAE,GAAG,EAAE,CAAC,EAAE,MAAM,EAAE,CAAC,EAAE;YACxD,aAAa,EAAE,CAAC;YAChB,eAAe,EAAE,CAAC;YAClB,cAAc,EAAE,CAAC;SAClB,CAAC;QAEF,KAAK,MAAM,CAAC,EAAE,EAAE,MAAM,CAAC,IAAI,IAAI,CAAC,OAAO,EAAE,CAAC;YACxC,MAAM,YAAY,GAAG,IAAI,CAAC,eAAe,CAAC,EAAE,CAAC,CAAC;YAE9C,IAAI,YAAY,KAAK,MAAM,CAAC,KAAK,EAAE,CAAC;gBAClC,yCAAyC;gBACzC,MAAM,YAAY,GAAG,IAAI,CAAC,UAAU,CAAC,MAAM,CAAC,CAAC;gBAC7C,MAAM,YAAY,GAAG,IAAI,CAAC,QAAQ,CAAC,KAAK,CAAC,IAAI,CAAC,YAAY,CAAC,EAAE,YAAY,CAAC,CAAC;gBAE3E,MAAM,CAAC,IAAI,GAAG,YAAY,CAAC,IAAI,CAAC;gBAChC,MAAM,CAAC,KAAK,GAAG,YAAY,CAAC,KAAK,CAAC;YACpC,CAAC;YAED,KAAK,CAAC,OAAO,CAAC,MAAM,CAAC,KAAK,CAAC,EAAE,CAAC;YAC9B,KAAK,CAAC,aAAa,IAAI,MAAM,CAAC,WAAW,GAAG,CAAC,CAAC,CAAC,UAAU;YACzD,KAAK,CAAC,eAAe,IAAI,IAAI,CAAC,iBAAiB,CAAC,MAAM,CAAC,CAAC;QAC1D,CAAC;QAED,KAAK,CAAC,cAAc,GAAG,KAAK,CAAC,aAAa,GAAG,CAAC;YAC5C,CAAC,CAAC,CAAC,CAAC,KAAK,CAAC,aAAa,GAAG,KAAK,CAAC,eAAe,CAAC,GAAG,KAAK,CAAC,aAAa,CAAC,GAAG,GAAG;YAC7E,CAAC,CAAC,CAAC,CAAC;QAEN,OAAO,KAAK,CAAC;IACf,CAAC;IAED;;OAEG;IACK,iBAAiB,CAAC,MAAwB;QAChD,MAAM,EAAE,IAAI,EAAE,KAAK,EAAE,WAAW,EAAE,GAAG,MAAM,CAAC;QAE5C,QAAQ,KAAK,EAAE,CAAC;YACd,KAAK,MAAM,CAAC,CAAC,OAAO,WAAW,GAAG,CAAC,CAAC;YACpC,KAAK,MAAM,CAAC,CAAC,OAAO,WAAW,GAAG,CAAC,CAAC;YACpC,KAAK,KAAK,CAAC,CAAC,OAAO,WAAW,GAAG,CAAC,CAAC;YACnC,KAAK,KAAK,CAAC,CAAC,OAAO,IAAI,CAAC,IAAI,CAAC,WAAW,GAAG,CAAC,CAAC,GAAG,CAAC,CAAC;YAClD,KAAK,QAAQ,CAAC,CAAC,OAAO,IAAI,CAAC,IAAI,CAAC,WAAW,GAAG,CAAC,CAAC,GAAG,CAAC,CAAC;YACrD,OAAO,CAAC,CAAC,OAAO,WAAW,GAAG,CAAC,CAAC;QAClC,CAAC;IACH,CAAC;IAED;;OAEG;IACH,QAAQ;QACN,MAAM,KAAK,GAAqB;YAC9B,YAAY,EAAE,IAAI,CAAC,OAAO,CAAC,IAAI;YAC/B,OAAO,EAAE,EAAE,IAAI,EAAE,CAAC,EAAE,IAAI,EAAE,CAAC,EAAE,GAAG,EAAE,CAAC,EAAE,GAAG,EAAE,CAAC,EAAE,MAAM,EAAE,CAAC,EAAE;YACxD,aAAa,EAAE,CAAC;YAChB,eAAe,EAAE,CAAC;YAClB,cAAc,EAAE,CAAC;SAClB,CAAC;QAEF,KAAK,MAAM,MAAM,IAAI,IAAI,CAAC,OAAO,CAAC,MAAM,EAAE,EAAE,CAAC;YAC3C,KAAK,CAAC,OAAO,CAAC,MAAM,CAAC,KAAK,CAAC,EAAE,CAAC;YAC9B,KAAK,CAAC,aAAa,IAAI,MAAM,CAAC,WAAW,GAAG,CAAC,CAAC;YAC9C,KAAK,CAAC,eAAe,IAAI,IAAI,CAAC,iBAAiB,CAAC,MAAM,CAAC,CAAC;QAC1D,CAAC;QAED,KAAK,CAAC,cAAc,GAAG,KAAK,CAAC,aAAa,GAAG,CAAC;YAC5C,CAAC,CAAC,CAAC,CAAC,KAAK,CAAC,aAAa,GAAG,KAAK,CAAC,eAAe,CAAC,GAAG,KAAK,CAAC,aAAa,CAAC,GAAG,GAAG;YAC7E,CAAC,CAAC,CAAC,CAAC;QAEN,OAAO,KAAK,CAAC;IACf,CAAC;IAED;;OAEG;IACK,iBAAiB;QACvB,IAAI,IAAI,CAAC,aAAa;YAAE,OAAO;QAE/B,IAAI,CAAC,aAAa,GAAG,WAAW,CAAC,GAAG,EAAE;YACpC,IAAI,CAAC,aAAa,EAAE,CAAC;QACvB,CAAC,EAAE,IAAI,CAAC,MAAM,CAAC,kBAAkB,CAAC,CAAC;IACrC,CAAC;IAED;;OAEG;IACH,gBAAgB;QACd,IAAI,IAAI,CAAC,aAAa,EAAE,CAAC;YACvB,aAAa,CAAC,IAAI,CAAC,aAAa,CAAC,CAAC;YAClC,IAAI,CAAC,aAAa,GAAG,IAAI,CAAC;QAC5B,CAAC;IACH,CAAC;IAED;;OAEG;IACH,MAAM;QACJ,MAAM,OAAO,GAAwB,EAAE,CAAC;QAExC,KAAK,MAAM,CAAC,EAAE,EAAE,MAAM,CAAC,IAAI,IAAI,CAAC,OAAO,EAAE,CAAC;YACxC,OAAO,CAAC,EAAE,CAAC,GAAG;gBACZ,IAAI,EAAE,KAAK,CAAC,IAAI,CAAC,MAAM,CAAC,IAAW,CAAC;gBACpC,KAAK,EAAE,MAAM,CAAC,KAAK;gBACnB,WAAW,EAAE,MAAM,CAAC,WAAW;gBAC/B,WAAW,EAAE,MAAM,CAAC,WAAW;gBAC/B,UAAU,EAAE,MAAM,CAAC,UAAU;gBAC7B,OAAO,EAAE,MAAM,CAAC,OAAO;aACxB,CAAC;QACJ,CAAC;QAED,OAAO,EAAE,OAAO,EAAE,aAAa,EAAE,IAAI,CAAC,aAAa,EAAE,CAAC;IACxD,CAAC;IAED;;OAEG;IACH,MAAM,CAAC,IAA6D;QAClE,IAAI,CAAC,aAAa,GAAG,IAAI,CAAC,aAAa,IAAI,CAAC,CAAC;QAE7C,KAAK,MAAM,CAAC,EAAE,EAAE,MAAM,CAAC,IAAI,MAAM,CAAC,OAAO,CAAC,IAAI,CAAC,OAAO,CAAC,EAAE,CAAC;YACxD,MAAM,CAAC,GAAG,MAAa,CAAC;YACxB,IAAI,CAAC,OAAO,CAAC,GAAG,CAAC,EAAE,EAAE;gBACnB,IAAI,EAAE,IAAI,CAAC,iBAAiB,CAAC,CAAC,CAAC,IAAI,EAAE,CAAC,CAAC,KAAK,CAAC;gBAC7C,KAAK,EAAE,CAAC,CAAC,KAAK;gBACd,WAAW,EAAE,CAAC,CAAC,WAAW;gBAC1B,WAAW,EAAE,CAAC,CAAC,WAAW,IAAI,CAAC;gBAC/B,UAAU,EAAE,CAAC,CAAC,UAAU,IAAI,IAAI,CAAC,GAAG,EAAE;gBACtC,OAAO,EAAE,CAAC,CAAC,OAAO,IAAI,IAAI,CAAC,GAAG,EAAE;aACjC,CAAC,CAAC;QACL,CAAC;IACH,CAAC;IAEO,iBAAiB,CAAC,IAAc,EAAE,KAAuB;QAC/D,QAAQ,KAAK,EAAE,CAAC;YACd,KAAK,MAAM,CAAC,CAAC,OAAO,IAAI,YAAY,CAAC,IAAI,CAAC,CAAC;YAC3C,KAAK,MAAM,CAAC,CAAC,OAAO,IAAI,WAAW,CAAC,IAAI,CAAC,CAAC;YAC1C,KAAK,KAAK,CAAC;YACX,KAAK,KAAK,CAAC;YACX,KAAK,QAAQ,CAAC,CAAC,OAAO,IAAI,UAAU,CAAC,IAAI,CAAC,CAAC;YAC3C,OAAO,CAAC,CAAC,OAAO,IAAI,YAAY,CAAC,IAAI,CAAC,CAAC;QACzC,CAAC;IACH,CAAC;IAED;;OAEG;IACH,KAAK;QACH,IAAI,CAAC,OAAO,CAAC,KAAK,EAAE,CAAC;QACrB,IAAI,CAAC,aAAa,GAAG,CAAC,CAAC;IACzB,CAAC;CACF;AAneD,wCAmeC;AAED,kBAAe,cAAc,CAAC"} \ No newline at end of file diff --git a/npm/packages/ruvector/tests/onnx-api-contract.test.mjs b/npm/packages/ruvector/tests/onnx-api-contract.test.mjs new file mode 100644 index 0000000000..5766edf68c --- /dev/null +++ b/npm/packages/ruvector/tests/onnx-api-contract.test.mjs @@ -0,0 +1,126 @@ +/** + * Regression tests for ONNX embedder API contract — issue #523. + * + * Covers: + * #1 isOnnxAvailable() is capability-only; isOnnxInitialized()/isReady() are + * the post-init gates. + * #2 OptimizedOnnxEmbedder.isReady() flips true after a successful embed(). + * #3 ModelLoader memoizes loaded models (no duplicate fetch); the optimized + * embedder no longer logs a quantization it doesn't actually apply. + * #4 AdaptiveEmbedder.isReady() returns a boolean, never undefined. + * + * Model-dependent assertions (real embed) are skipped when the model can't be + * loaded (offline) so the suite stays green in restricted CI. + */ +import { test } from 'node:test'; +import assert from 'node:assert/strict'; +import { createRequire } from 'node:module'; +import * as fs from 'node:fs'; +import * as os from 'node:os'; +import * as path from 'node:path'; +import { fileURLToPath } from 'node:url'; + +const __dirname = path.dirname(fileURLToPath(import.meta.url)); +const require = createRequire(import.meta.url); +const rv = await import(path.join(__dirname, '..', 'dist', 'index.js')); + +// --------------------------------------------------------------------------- +// #1 — capability vs readiness (no network) +// --------------------------------------------------------------------------- +test('#1 isOnnxAvailable / isOnnxInitialized / isReady are exported functions', () => { + assert.equal(typeof rv.isOnnxAvailable, 'function'); + assert.equal(typeof rv.isOnnxInitialized, 'function', + 'isOnnxInitialized must be exported (not shadowed by WASM-core isInitialized)'); + assert.equal(typeof rv.isReady, 'function'); +}); + +test('#1 isOnnxAvailable() is a capability check (true when bundled)', () => { + assert.equal(rv.isOnnxAvailable(), true); +}); + +test('#1 isOnnxInitialized() === isReady() and both are booleans', () => { + assert.equal(typeof rv.isOnnxInitialized(), 'boolean'); + assert.equal(typeof rv.isReady(), 'boolean'); + assert.equal(rv.isOnnxInitialized(), rv.isReady()); +}); + +// --------------------------------------------------------------------------- +// #4 — AdaptiveEmbedder.isReady() returns a boolean (no network) +// --------------------------------------------------------------------------- +test('#4 AdaptiveEmbedder.isReady() returns a boolean before init (not undefined)', () => { + const ae = new rv.AdaptiveEmbedder({ useEpisodic: false }); + assert.equal(typeof ae.isReady, 'function'); + const r = ae.isReady(); + assert.equal(typeof r, 'boolean', 'isReady() must return boolean, got ' + typeof r); + assert.equal(r, false, 'a freshly constructed embedder has not initialized ONNX'); +}); + +// --------------------------------------------------------------------------- +// #3 — ModelLoader memoization (no network: fetch is stubbed) +// --------------------------------------------------------------------------- +test('#3 ModelLoader memoizes downloads across calls and instances', async () => { + const { ModelLoader } = require('../src/core/onnx/loader.js'); + // Isolate the on-disk cache to a temp dir + use a model name unused elsewhere + // in this file, so this test never touches the real ~/.ruvector cache or the + // 'all-MiniLM-L6-v2' entry the model-dependent test relies on. + const tmp = fs.mkdtempSync(path.join(os.tmpdir(), 'rv-memo-')); + const prevEnv = process.env.RUVECTOR_CACHE_DIR; + process.env.RUVECTOR_CACHE_DIR = tmp; + let fetchCount = 0; + const orig = ModelLoader.prototype.fetchWithCache; + ModelLoader.prototype.fetchWithCache = async function (_url, _key, type) { + fetchCount++; + return type === 'arraybuffer' ? new ArrayBuffer(8) : '{}'; + }; + try { + const a = await new ModelLoader({ cache: true }).loadModel('bge-small-en-v1.5'); + const b = await new ModelLoader({ cache: true }).loadModel('bge-small-en-v1.5'); + assert.equal(a, b, 'second load (even from a new instance) must return the memoized object'); + // First load = 2 fetches (model + tokenizer). Memoized second load = 0 more. + assert.equal(fetchCount, 2, `expected exactly 2 fetches total (no duplicate), got ${fetchCount}`); + } finally { + ModelLoader.prototype.fetchWithCache = orig; + if (prevEnv === undefined) delete process.env.RUVECTOR_CACHE_DIR; + else process.env.RUVECTOR_CACHE_DIR = prevEnv; + fs.rmSync(tmp, { recursive: true, force: true }); + } +}); + +// --------------------------------------------------------------------------- +// Model-dependent: #1 post-init, #2 optimized readiness, #3 no false FP16 log +// --------------------------------------------------------------------------- +test('#1/#2/#3 model-dependent contract (skipped if model unavailable)', async (t) => { + try { + await rv.initOnnxEmbedder(); + } catch { + t.skip('ONNX model could not be loaded (offline)'); + return; + } + + // #1: after init, the readiness gates are true. + assert.equal(rv.isReady(), true); + assert.equal(rv.isOnnxInitialized(), true); + + // #3: capture console.error during optimized init — must NOT claim FP16/INT8. + const errs = []; + const orig = console.error; + console.error = (...a) => { errs.push(a.join(' ')); }; + let optimizedReadyAfterEmbed = false; + try { + const emb = rv.getOptimizedOnnxEmbedder(); + assert.equal(emb.isReady(), false, 'optimized embedder is not ready before its own embed/init'); + const v = await emb.embed('regression test for #523'); + optimizedReadyAfterEmbed = emb.isReady(); + assert.equal(v.length, 384); + } finally { + console.error = orig; + } + + // #2: optimized.isReady() is true after a successful embed. + assert.equal(optimizedReadyAfterEmbed, true, 'optimized.isReady() must be true after embed()'); + + // #3: no misleading quantization log. + const liedAboutQuant = errs.some(l => /Using (FP16|INT8) quantized model/.test(l)); + assert.equal(liedAboutQuant, false, + 'must not log a quantization that is not applied: ' + JSON.stringify(errs)); +}); diff --git a/npm/packages/ruvector/tests/onnx-pool.test.mjs b/npm/packages/ruvector/tests/onnx-pool.test.mjs new file mode 100644 index 0000000000..60373b04b9 --- /dev/null +++ b/npm/packages/ruvector/tests/onnx-pool.test.mjs @@ -0,0 +1,67 @@ +/** + * Worker-pool CI regression test (issue #523 SOTA). + * + * Enforces the core guarantee of the bundled parallel embedder: its output + * vectors are cosine-equivalent to the single-thread path (quality-neutral + * speed). Also exercises the hardening: shutdown rejects nothing left hanging. + * + * Skipped (not failed) when the model can't be loaded (offline + no cache), + * so the suite stays green in restricted CI. + */ +import { test } from 'node:test'; +import assert from 'node:assert/strict'; +import * as path from 'node:path'; +import { fileURLToPath } from 'node:url'; + +const __dirname = path.dirname(fileURLToPath(import.meta.url)); +const rv = await import(path.join(__dirname, '..', 'dist', 'index.js')); + +test('worker pool is cosine-equivalent to single-thread (skipped offline)', async (t) => { + try { + await rv.initOnnxEmbedder(); + } catch { + t.skip('ONNX model unavailable (offline + no cache)'); + return; + } + + const texts = Array.from({ length: 20 }, (_, i) => + `Pool equivalence sentence ${i}: semantic vector for retrieval workload ${i % 6}.` + ); + + // Single-thread reference. + const ref = []; + for (const s of texts) ref.push((await rv.embed(s)).embedding); + + // Parallel pool. + await rv.initParallelEmbedder(); + assert.ok(rv.getParallelWorkerCount() >= 1, 'pool should report >= 1 worker'); + const par = await rv.embedBatchParallel(texts); + + try { + assert.equal(par.length, texts.length); + let minCos = 1; + for (let i = 0; i < texts.length; i++) { + assert.equal(par[i].length, ref[i].length, 'dimension mismatch'); + const c = rv.cosineSimilarity(ref[i], par[i]); + if (c < minCos) minCos = c; + } + assert.ok(minCos >= 0.9999, `pool diverges from single-thread (min cosine ${minCos})`); + } finally { + await rv.shutdownParallelEmbedder(); + } + + // After shutdown the worker count resets. + assert.equal(rv.getParallelWorkerCount(), 0, 'pool should report 0 workers after shutdown'); +}); + +test('empty batch returns empty array without starting workers issues', async (t) => { + try { + await rv.initOnnxEmbedder(); + } catch { + t.skip('ONNX model unavailable (offline + no cache)'); + return; + } + const out = await rv.embedBatchParallel([]); + assert.deepEqual(out, []); + await rv.shutdownParallelEmbedder(); +});

#j)!8bY#yL=Pp#@k_Q`$2 zHEyz+57g06v?Czb&T87y^s8wlN_#l6mZ)=l_7aOB)?k|1BBZ~k{p_BnGWTc> zzjJT@5UIli18J|}sKG!1)<*~ZzOw#E>SZy9BfIIKd%=NW>OeTCr&3_N3t-TRFQfAc zI~Qjyb+XIv{he~7v4@bVXfXF2yZXy1% z_4vr(HDxF`vViV%OkAEgwFK9@&j+H;G%9cOFtsGUrkC}zScb-uU};STkEMmX$0m-n z4z?t)%_97YHKac7<1Qqn$rgFSLTSxm0w`vb-Yg2{xxWA>HTD{)33|#cmVH8pEaB<~ zz`wnHypLkY04q`mc)(w=wjvuw)@+`I5ECF%*#8U+3XB*fvE8v`8yF&J0=bhf`sM{` zyd283sg-VObpX8}wzzH%6HkLexxLd~_O$l@)1$jU5dn`D62X9Vp2Tf~(hdwl9h7Jz zC2R&JDvDamlvZmg4sWd0CyzePYr<3+5@~8xk%&cn+kIS-nwW$pt|Db8#3r=LCRkPuRpv|qNJ0v@u{*FOG)0{4hN=t4kAnGkG$7ut|}~8AZh8URqtvm!}$Wb+K{fcbi;Jjue$0d zEt)w{;+U@DXua%ei(%r#LBQ~eFMnDE%LqkSWrHaUtcpB1qs?L@6h|T;ZWFlPkwY0v zH=m?fYi3F}N)poUQDzzw4UEWwTUdsUXcpw1dPZ6vNE^e1gLeSkfz#`dzLpkcV#N0K z85A0K3Ai?aNuxicRJCy8fNM!Q5fvkCi9iO+IID*uiTP6ro~8&M?pm878ft>as{~IG zSZr5eOe*n%AYqzgg2x*dJYFSuyrSSr@IbEYEzpH^6E)R@k2flOnq$Jp9T7eb!<-r6 zW7mWa#jhvAhw(o>BYY%k*IwSbdMH$0aP}*bZ;p|CLGaCz;F~0-lHjd^;F)(_Nx(!E z|A9*n&HB<+u(mJs?rFbd?VEPR+n(_DP5Wr-mCWr`6z>H^0ETjs)Yx2&Qhalq;xU^b z?#SM-$QnXAR1nrH@|$kcnTwcMe*|gwOSrvSUq5~{{w-giA>2Zhz`DSARSg-}*VZ4A zYlRkr@x4YSgqBQL!7hgJgJ*E4ZR#aPzQah*pAZHbFP@#UMc zR5K(VctB*_o9mBYmT!M@mwJo!H+HE@@BK(dA#srp-Y#_k4;=Ab>MEbF@cETm`V~H3 z ze1XrGYR@n5`2{||RC~V6=gWM)%I7P5ex;Uvh0oXce7%n} zH8lh7SXhM!&4N|Peo8m?MUIic}z;eLm&J=u9%^oz|o!ZI-!$!b~lt3+ki=+(s0 z$}A^<@>E6--4_|8UpHmYPzjN%Jt}DNdC_U{t@d*46kS`zVbrDE-ON)^BlxzC6C2PS@nOl($D zZcLgaV%@AMFXhICI|AzeqN^*jW#UGr3j-TE54|ddQb$G`%01U+O7%5Ss<|)X=h)Ag z>hTqKM%C`E*w2LxMw*rxuXV%lq~hckJZWjQYLpe-%2P$g^n@{+a7idNwT%+W350vD z7o&xbuz{4%%gL4wRU<%E$z;4%&sb4~s9A|6muE%csnX8Fh6q0NM8P&EMr?R1_&*aB zpKx%fbVlr03h2I54o^cEnu9HHwip54zRx=8FwhB1R%sq4tSp+|B~^2XNPHw+QD7p6 z@$D5)rEJ7dOC4ht_R9{4NYWzTg`Wy-^DA0WCO*S&C6RW3qrs3#ZNC4?NVp{AboLOITq7`bX0PQiOJkHlCT1$H(jBHJ z2oLL`a6fZ#B2|l#1Rok_PjOUbqm5Ddjg4NFOKh#^krKr}!ALSY@GxS+vtDUgph0|vPzMo6F z0ThUBx*=FF4LuEiPuk-4VbhPzaYOf)0f13NFcim120H5ubM57DYshIoPm5l-_hx6# zzHGgCGU)+9$v&7gwVzELkTtTmtac00-H$Q5rP4Ta4n`OeC*yG5RB0EXs>h3f6tN~{invGow4!m0svaS3oj;u@c-hJ>UU=CUVN!zZ!CL#1FXQmwiZYTUJNJ_&u6E{TyTu^K z$((HcY!Unf*hx43p7}KbrX!Y^I(WcpYe!E#V6`MHnqQh{Dl2>A@4al%pt$slpH#*s zAHO0WtC5dupV||?xy)}!)8`fAfkdOr>GP_HNd#JR4vJCD`*Qnhb`G%)iD&(7dmYZR zu-XsB)LSb|a<*JN16;P^1 z#;`i7#ddRDTRHDf%*p@qWk4Lhi2fJ84)@kAv_5L!_vQ@q_Wd0dsWJ|S@zdV* z;p~jgycvO347t_hqK^P{+x`VKt_7B+W z{P%*&{(ac*I!7NyU}PymnJd$J;Y;cX3>5+zMS>Ye?;!}%{aA0&+Uq!?pGhvsX?^jvr0JA_Wfc+{FD2%lbMWRrP3>kNB&5Cr_R{ne++; zFvJcoG}cM7$E#&!zOl`nkP4h_5oywj|1D#7ZWHZYbJsVJcQ)VQimbudm#`esZ84T^ z9ZZ`;;=476X&C=M0JgOrik$3stn6EsE(Vi+Q;gynOH5B!+eynr5{-0)9;8ZwY@;@= zX~=cmc(TYUhz05)EOA(_B0zV+)uFjd?Z)~C-95rmwo^w?b+$uQe85`L5w;H7bc7>0 zjg=9=tC8*@3UmZmF_18^+M>!=#*%wzD?9m<25ia`N24FT|Va==LO^0dk0FtLQk%-(B$gu#P;U}?t9pZ6Shr<++hkjm#+Z(7_aK~Fm2P__VCL?Xe^AF?eZuJvawy^WHkZBXe~R~qFAe$ z`;?&Km4c7>H~6Q4Mh0Rlj#2TY)(#$5b!V6c*@+**Sxupm+ypr?juf5_t=cnt(b zGnpc!s`;UGCwmmQNd0a@tJk|^ z>h-1GDedd2qF!H5v0h*5-BGL8AEr}7-NyzxD(lso*1HGw-e0eG_h`Kx*oGG4>+253 z*VOyqXubYWM|uiVX9l?f#~T^vj`n54xd)hmJslG|kzo7t;vS%5xFqpd0Ca=mA_*d@ zXt$Vl^+u`)8P{7{UE{YY;kPNnZ=+Pv8K#|rD&mqVVB)RAV#sud)|(OyAUaUMUuvE^ znAS)Mow9_EU~ZL2U-&xdX`7L#B^b85mQINggDOCcZGe76jLzr_+^Kyu=>g~~CnRrI zUS)PJZ=XI2KUqDSb4S|M)8d(@J7uk~mK|+{p3~jzz1z2MTVIx5m+uBSJ6`tSQJjZ> zc9MWb^(s%hf^gRpNM`zrr2$JkA*F3nb0BUlCX8egO2`uK2!L_d%$|E0pzH(P1SY%I zP1q}6c)5T|r;KrUURskeb9p)dz*|ke%oOrvW-Iaq&W1uf<3h$K=@w#U6ZvxDhe$yM zIUO?crE_Qb;zPa|itUfqH`rKTUA|QHEtd5~LqKU4@}*OkFP-sv50~|BtLp94#0=P^ zlrJ44UplpVcSyaRarx4z%a;xH?kVfNzpB@-iJ490OI7cKQttiY&f`CJhm);U&Tyjb}|p`v%ks^#(jwDd0db6^gM_w(DOV@#!0jSOe5PQJx#my(z{Z6I^;2& zsKQ_hhS}A_=h=~C20gx`+m%|~rdmxEHxRWt$c}@RpzX@;x|>A?@Y6~bbkCp)qw5g< zWZnsFk(RWxn7d#(uWW-?fMOeDkBQeW-A2%?iQ0bG=LA=gF)(e2>$p&?xc{l< zt5ct^d6};{-3KDPI8x~j)?qVealJipea=D+fuILThwO_vgP4mU=Av@y+U3-tS*2)h z8_^ugrm38|m{W%aBpv*nE2pkkPF=g4x~MjF^Yy8luT5PaP3r3fG;l#rBjWl25e3u9 zyq4=?*y336A3Lxc*oiIg+n-dSYgfqs}H_HNSryIr=xnapbVi$=m|))ha=!LO`!X2C21$$mVNM9vHu*L7>>2H-iRB zr>R?sqZ=Z83Rp}*fK5D{0pXIpL0Bp6VB;;p$eS$IgWW*;Kx9IC`Dq}tq20v8F*lp; zFk&w1#MP>&BcNX4_7pxFHa+a`o7v8z+0K1pke9hnWph^D5IzlmMaV85)x-cG0uvFDhxw4vz_AS6_lrHG_NX)@y3f`mchgj$0j6ZbE?F|g znU%f%^2;SgPMl}gAs>DV;97Ml=|=*>A#&VZBM81n+V*O+?Q(@kJww|WPU4Tzj7%;e z5P$MQ0~cm}aq^CnP+l3+F;fi1Cd&r9LauX{lmMMc)pz7s zE*Ez7t!KXV#=m8T!GsKp^$bfBGVG{l*gYY`243|GK`;6+O;6eRcCGX6TIXHeFpHfx zF1EbML*QZv+~NjN)=UB8uNUK*V%+g!OqRifEQ_OAmL_D`F`8xfge)7!#KrGwe6Ylp`#=FB0fSG4RESi13lSM$OGDO-=(C(Kk&rIJcv0OL3LO?^3V%b8}q` zEzD@wH4VPLz~NlDuE7@rZ{i~w_j|uo;;XJy$~-prMo8|LAP7YK`D$VGsdPt7Xv1A_ z^*7go)s73jE~J`P*|iO}JD**4fZ;|>GZ9bgmTbLRA7JYhn5~yvZM~dw>*boQR~rGr zxvg@|)~lZK#CS^WC$~S?dYP?9vGpoOk(;l8n=e(#=CU*Ll6rmyLQ(FWPS)`R!{1Xjh)k#-dS0V_ySt}QlMg;}r zwym980i$ua6lPCl%_CTl4h$2H3ql5o;nZS4Bn$zOSW*v)y}v2{{*C1~wp#vfDgVJh zTL4};tZh08FR8~eKac-R6^7P};^>ULk4sis2=`O!F@Um$f5{p_G{nlsdnx|M(ci!2 zzypb{SC2EGn?zSIAzw{kQ*3WcU{kB`eb7FSV!5>(30+HxVN56}*NpQ+%h?0B1QX#j zQ;Ab}DVTNMY(lkvB=O~VML~esPm!yfBZNL{1Sbw^%$Z zScw;>H(z20OImUe0Nldi)0YtPXP5dS$BCwnRPmj))GbXtEWve6I@->5=5i=z1LK6~ zm=GkPZsLSp!BEctvY)pMgmsS`bz%SyYAQ1nbuM&r{uq<;NFfQs`f@ zt^~t;UFF#ezyG=w|B8p?lL`j7Etm_f<$95%1fvi7=bTo02pGcQh!VuX4y18G)>t!O zEjEJsNK7%Qr4$Y};9u6&vU9`U4CM8m0#R@g1j{iRLo>92fSTSTXomK7=Zu{!;=o|B z1R0F=J#0QcmWXH4oy_{SLb{^+3M8+Lgm=ad~>KrnP$4-qEaUa^)D@~xWo<4kjQnu?TOAYsKn4xz!m ztfRBwPXI|R0a{}?~P8Uns z*@-KeM&_)6!}a{Kb4F#Bo-ZlM2IZVnBc!ulUsFO@F93ns(V>xPjuAZlv`NNH=h2O& zbn#RjZ!#SsRi_K1*md{lA>rnR09qUB#S!SbMZGWzUAI6~wqb=n=buVH3G}v4>P3LF zE#RAbihTFr2cit;qhfyV~ zT6@x1!!(tUpU9&R8c`09Q%GY)E?ZDY7YjH=GVZmsT;Bh#f?#QM*9u?0q zKi|pcPYA=!k22iiCJeVohFjG0BfK_0nb$y=b+|_#loEpw=MBTnR}8m!D!m6JdyfW+ z+sT$#CKNmqnrD6+Aw=ZRH150uDz z#(8v+JSqoXFijePr*=vJUAF4PDLua_pUw-Pegam(dcFiLZ3~|w^zFG5!mH~2QcfJ# z^Y~^G7WKT`nP3k(4=n0>VG@0MeiVy35ZEI}w+PPY3OJ*~fT$b6871C=8!*4VN5C0< zT$W-#SYc5!iR;UN+Vd)RBjixB{UUqXs&`L#8~fej=~0Lk?4=B&I^fUqN?v|3hxUS} zW4Z3jN!eNsk3@?bVmZ%svm<5N#S_%^puWh5kRn!r^RMHQNgddyh^8b`*j*PZOj8?TG8d2xaoasO1c$K00V$~K7*F;@3cV_*07@v?{;GERxFsiYCTVsGbGOx5*cbJIzTtn(%3zw;UU~r`OiKWwTCsM_83tJ%6QPU&QHL(M{Tbo$3F zM%$pN_6C~j6&9x-v^+yj0EI}}Y&|Vddxp4B+yo2MwpgIHjRmSPa|aB3NWyB@El@#N zjhsOeL)|xo)vZrocWnB)V}up!@WT*R7lhTV2rC3(g~izt4dMGbG^B+(3~6n#ZDO(7 zzN5uzn-;4tfTWDYYMkqSVX>;c`1|i{uA13=Yd=*6-K1@RmF>)4!JpR%JfyAcK@nXR z5I%Spv@>lV00ZwErtKj}61ldS++mq}keZvL5V^yB!!*pyFyjFF6)W4R@qL?^+WguK zSt%~tvZ91$If--!>&H-cM|t3Y?n=gBB%?h{Bgv5Tbx4y7dnks9lG>o(C9I_J$CYbx zSboyjw459@CXrMryWmpS(S6-GpnKZoKj`Mrh>(H6sEib)M~kAhZU;VfV^!{+SmjQw zh!SBBQ(?o0x>CIc#$rFOm0w2Zct2aK=>B?*;y^r-C+*<+|oH9sI6jy zbZp&DqhfN~3?ZNG)LjxsIafLo78{wfKwMutAQ73fQoyx~jG<&~k7Vps)94V^qOE&F zj7w}%r;AyQg#eW10D$jwgp79*4V4gqn~-+&^a1VaKL4R~HJm&U$uLrs9+NVdVQ4ea zSe3gcR=JZg=R(~phzPz(nBkEn@pY?CR+%feuyyP1SkPHFvG!I%5^XagwAH@T8eC9( zKp(RN5_*b(7_-5VBnBLkXbxfs-Z86%l<$}2kCm6sO;}~QT`g2eV{3ds&pl5|aWUm> z9{@M+Gls;$b`>Xc_~Rx69giD+KfYz5D{GP%f(K#<{y0`HG~-K#65pQ-WBJM-`zlj! zSS{(fWfgp8*b;J5+1aE|(1~i=_#7F(*NeNT~>AC+6G%Y!f-o z9W&0^092jyIo3TWef6<+KGay-BV!%a$2!_tY}q8rI%n)lK!Ab!{BEcqt`XDSw%ba1F_QdinTyaXL^^1*dE%u3?7+E!@-|I(rzpZJuO>AUS{ z|3CKLK3IG+t1SA3qm2eYmim_=Mky#48q`jnz<#1!!E60!xu9-xxrPr)1o#n2X zU9MM^m2J9ACET(ku71CBZ-3022ZFHd=#Qledea~G_PytxbMD7E=XW06Zb$of?2h)# zDH%`hZKI<1;2dko#(tLJ9_hulpbH?v-w{wHL^haT{iBHK=1hb?!BN>JG7=;Fc>3P0FOW9t>W!Bc7 zpy=UeO!XQSkIpS=&?nNQkNERG*LwXKvGV3RG?5WX0x3el+G7zcnp2Vu0)uzm<5~;k*v_} zi$cZ-f>QkkrP5`T%A=B2si9R5-|g|cy+vA?;9?Rel;mi&;6GDgvk2aW)+{6Z@Ob&= zeNb)Q2k=Jfnax$8-IK*xdRSsJAL;>6Hu|!8XRIt0eN_7*cRAQUbv}jGluvwl^3APJ z+VbQZi%&2_+${!FN;<~)%8p8o5xaT>F*}{dCqqm11GF=E|=GV4`g zC4q*!nQYakvQ>}Et$H9^^;7^87PjiX2{bNcXgtp+*l(8dGqmzETq-}oQuzriR~*-| zks$n%#W#X2x5`goC5S~T3Bu(-c(@1o=`E9=z)Fx5E+q(;smM=HLTQ)EPhcfTikA}9 z_;$Kj95o`z;1c;6egOGNx6mrUFKFOkkya*nc2RzYRq*T*(J`U2_#D@=!!lIX-6mAF zZ9`?fQ*s8uB~2wn0}1s!i%xa*cv~TwY%4^QZG~v^{z8=2g~+%n=<aw8x0i;M!t@ zw2a6H88J-u7~@vAIh5cb#GnkDZ6j=UPxX!*p7$0`E|v$5Fr+5ozy zK6QknIXSoU5Py6eIfQcLFq2qR$4onBTIbtJ-sW5#a-G$~f(a}MnQj-pj=2Rkv%7YL zaqyZ{63e95qYz={OGOHza(*^1M)G3VcyWRaAz#1|1Xl@@nS>?EU0*}KvP46~xrGHv z%wSf^C5|*Ea@i(=K`Q4E2ouHs@q~tt6&G)PZ7zYvvqHYcUIFB^b7N@98G@XYG{4;K zG> z!}PLi=^VprDwfSxdf6?4a>p(o=4qUgcSG4Q%L8cLm6HGo(JQj!c28#m*$HC0r#b;V ztdVQ-u8vVUPe1C&uJ)X)Jc{6vymyS!Eh|RCOy$urkjw7z2K5~@c>ht;64s;|fzn1x z{J5;DjuB0ZYgZi|Ti72n6gp*x22d-YY+tV&#eO%`{VaxQu-Xb6LYS@aP`1M1oKA`E zX}U9l07OBSt#Fu4xD~cU@C^~%CJ|f^VNfRmrybG-IzWh!WRV_2pHnUN<&d&Qh`!mo z2q6&k3!nnf1FSCe;787ykJ#!#4^$}ha7hnh%qDt_TE=>!Cwh1k*w>++WUh|Q9+k8f z*5ZUnmjs*+M72Gt$ceIYlFC9;8L8}1DtngK<)A5E)Kzg!3Tc5Ga5-Y91_~{pd@;dL zA7&}BQ>6EtTq*ULvU90}oXQ*T>BVP#5czont6FM@&%l zoukIi@$apxRD!49ckg&+yS?M14QuFu(ijR)*2TSJOk3z@8+%9JM8(JESHHA{inRt4 zj@>&NG?AJu)Xqm@3yt4@??@yC$@s(L)ClH!?j5})dq?qRkB!wc*3oeztBX5EF-&=8 z#~7A7#%Sw~(JNQH2pQ?g!Md#9Lihw&$dsP3fiCV8Vcn0a!*2L%SmP;*FuAVa(Ja|1 zqHtO({K*Qfi-ps9-WLpjB|AkF?$-)GASc-CRq?4QzI3NpFK%{tqtwu7afeu^Q3*c<@4GEKL{nk2h)L2~-ywQ`z8zxJ*dc~yal3#4Gp;Ob z-suJ!jNKtFJegKI#Kw~*D$KS!L{D~z(ZUX~qQV)`)xlrP4zZLO?hwP8yfk)*O?e5n z$V*_k;kbYXF76DM$V*T&3D+fN>&|eAyaZNaq;M%QTX%*_e)p2ofdobv`EYCpl{68&b$%Ly>D z#oeHUp~gBqCJZCH z!KgCZ(J&gw4uZQun&z+@44b<_l7hRz0U*eXVRR_n@0;#pSFKYfP>8r29F!y&UW){S z1rmTH)m{+cZApDED19x-&^NmgYcvjIQ+x)B(t>623lVCno7=}NOj3mPpl`xCnt ztb7(gV5W6RMH$+?;F;Q9(Bodv%%YOUsfJ6kv_H>V+K2CYtLPwTtuvR4HZI!c zqJ@i=x$x&icaRGY7oNF5eT6a?jG=US;TP|^cV;byt^k050nx>KuCyzeo5sE8%0k22 z>->E`YY`%-{+23UajLh}Ugx(|)*{S&khc*m+o^zYbh`?d?UdoN5|z$SSq9dYp|ZYi z69|l!VEY)MQCZE#zL=w&kAa6^% z5*(~Uprb)jvKB|6``~=TX_Z(Ti5?MagXxomcUz*dS4=SXDn9vy%6U_S=%ouUJLxaB z)vj`I8`_uWRM6R^=}#9Ks}w(>92XD5>VTD}#o?dmS;N z>|~2mi64gsK1~20dQ>&9`*Yo!(2b) zHq`4rgHT=RPu0w~KE0)xE}Q9_xS6tp+_svg>Q>?+<3#Ilg6)p4cK`+vCKrKwV`jUs zc^aHKXO~TKRXH?e5qBngJ z?BW?z%!8r@;VC?v6-dAjRltt9UNdv&HDvqhb<1{ClFH#LAgo&wtt3}ZsMCWW_Q)#> zUwm!J7fZhL%g-@UJd_0oZN=hlO^GQ^ZRd)LcXdxVLC42&WCD(I;hKkK9f6t*CXC4( zh1ZY(ZzyX_P8kBra|$x^8WdMxk$N6B{Ju!Fi`yvfR@Ds(GBfRNtv=FIEYFtG=dI;+ z=Q~Oj<(J|un^g|_4m%z`I@rZtUCtA5;N^?^a*yhu`8~+ng77wnq*Z;*3<>8G zVFOM~-(HY@=FxdiDbHnQ^5UiQwmmI;%)`PF7|3m`OwhUnWf?%}lW6J@>`hJ;&Yg3p z1FV?K9ta=7I&h1=rxP$vu*{X6)SI zq)ag@34k}$t19=oXvPtza33jh#mCdv%u{#a=~X^`-8@wbPhT;K&EMFj?yvYF5l=uO zL^Axlxp?M?i53ZK8?A^v^9=wKe~V6Y)2HJ+I-Io4wEP4?AU4${$w0NCo-&_!ddnv+ zf51<4%qN~QpSX-q6t5^bBoNj6ib>xX5NL_DX|H(OpYL}15g{?(`fSBb?c$}z)z!w; zYo9HXtZBD+$L{`kb>Z)ttEbn!;W_tF@9du|AJtE|TN6?RWkRZG!NN?>yY#0!CLtB0 zZ*gq$ArEK*j`=nF1WkT&v95P~;!{X4wytNN*ft*&qtb0gD6f$bDz4j%gAaMKSo@IY zeBy8w7|Vz)|1<$~B4ad8Y%Z4GJnv_zjysk$o%7-jfH8 zsUFSq2`$0+e1e=NZ1f6Rk+0eWJyX+mhcmQZF&9ctn6~Ld%$+*5#ip>_uEKJQva1pe zAthE9i{Dcg->838Pi^t34w2+!o3Gzq7C$i0CoI0Q9jEwCnQ~+xHZoJG)G#S) zn3SPHa*fi+o6Ym=GNsYT9_)>-kCHb(aAjc&b-<(uvS!`&Aoz zTD3y=^`x0?#6GjxM&vqzi7etsW}(JnNX_%fo#i4{ubNyiA!{_bMz;C#wS$6RfA`9k zpx~?j?l&7j!F8Dmcs5p(sXijl(}q07R-WQ(%2OpxYC)7J-Q?`(TJl6`Qk5u~V$&JU zt_$~5G~8TMq$p6TlBU{+^|V&Q_EJTeQk6iN8djFIVYy&M@GScj(=S}7Y{hliGD4s# zu`*2m9O8BfPUa>VnN7pA=kyv`r5=7n+fq_XGik9x=hwQpP5APM<8u*g&Us85`GSY+Sty=E){j#zx4AJI_;VhBi`` z8Yx4aM#{GNw!}wAGCL;A4bKtH%CAAXOnmfcOGcj$Ur$D#WE;yf(u?V0pLU83%!}G7 z4sd>?lk7x0c4B5|6(6LqhWN(4cweE7KdfVVo|^Z~)J~=f&Ao}eH=5-u@;loB4+tIV z(G1D4R?Xd+1bdQ=XL(I0s#04jy`oq3Oz%Kjjb2P8Z)r_0GIn`YujpuLHQEFz>xmxC z^05AbaPU5i4bx0P*?>}^p;TxoHJQzsn8o%ow3HfKNU6g~dZX#Y{0XJgeE;hP-f0 zR%T}E*hezdrjEM3m`sxXf@?__&1pB)Arlt=0_?>@YcIB=Wg~p;C?qzuPcs77>La6O z3O5^KeVLrh270IyOj|>sIgb&YF{jsGMEBa%=%_q0lgETc*g9{N6EYoc&&U{YmHG+7 zZ3+g`xNcJp>AbX^pi{4<4J-3QqC`K*%6ELCX;NO3I?l}Xj_>!X>^rGWb#gSHFe)M= z_D5x0Hgw8H^amQ0uEvHAsi8xG$k!2)m+CNE(IY;s(ZanUTC8RhJvH=*bXwA5T&Ksl zPLEV$ZGxnZpvMFqoGd3xL?69nWLd@Qt9pvUQ@x^B5R*(t?3HY&BPzp@q`?wy z&}0rTP^eSzsu8-86}og*Hr;79U5jf)xK+vJEA<&~r7AHJ#h8u6x0xD&mgI*DM~`RX z*yI!s@i%Dk5NJUFWysCBd7g;3ak|ypcqHD&!K`FGXJLLDiT|-}Kp*^IG5pM<_Um| z$b2M`XG~;3KA^)uPqJF~?HVC0PBVbLh_P_!(BDP3aACeENkDn)XpBcM;P$O;E zN%4v22^+mDT`p{u%_G!;&pXZ*p7Ln7i%cB!;lzUvGJ&#TYL&Y-*@LG$d|P_klBZ$$ z6uzku_NlOAQxxzS!HfWAyBQaGPH3-$?tJ#XPWTH6uDw#tdDVcniK$kOHbUX+L*KI( zfIq!UK)q^1)-AB!C|X$`NYVff7OeA-7PP4NJM*4$J%q8t9qPfkIqT@^=opcPktzZi z8sy}Rsjvk}A8WH-5kHvI8xH~DaI%;6+p=Q1hj9NyvQ`OwI2VO>(O0Khy~`C@5&{KO zlxY!+`lIeY@{nlCm;B%~)#Grw1yoK_ohf+I-{CpvLwU%{}cq^`kAt&*S-*=muM?A^amg2Ihx89{+=3`XPO z)h+7d*$OW2%KJ7YgCeRoHl(SfOYzF1Wlaq-kaSO~Y^$c?7@9;arQ+~q$p+TlP>(B2 z8^{9?E31uSWKCmn|6!P}WJ92PmL|Ktx>`_oW}9G0FqS^u@=9h+ufh6uS18b=5`>$Gr5}Pl~5J zpaivP4F^7m*a$3KZlXJ6jKtiIHq}!ef@g^2c037eXF8I>#nfu*yX-Nah~#pJbof#C zk|)q0k1M8iK>9i%bS)B~BZd-uP$%=^8C!|?@*)0__4LYm${d(v|X@40r^+5kIm}w#zz!Nf4peOche#u9O6F3Gl1)|T14yF4#F#7-6U)EI{ zVa&91CzvUyn910ys@XIqGlk|hnTZE!J;P3p?M_fc1kLC3Y+YNm0_O9sb-hwA4WYZf@zuyk7trri|US5 z;h5IiMkixk*T(D?7HvXuGF{I5vF4e)ZCEojtQiWW+Ka5&)8Vl#tl2j3gCCeR!w; z7z1tB2}8YQX`tI#WEThK@W5={2>M<;bm+&{F z8Fl;R`NHapAi~8{UiyvL`rvURWgvq6tOxhlSE?5I@{OlFv_;xr+7#mYk|)bSWP0I( zrPg?anBk z8kGiEJN?ltT{FO@l>s)j#-WKAhvJ3-Hnm{81A}2xGr%rjN!MC|pc@*8yic*sN%`(r zknqgAk>KxP{IC$OgXvn+P|ONK)_6{8+vdyP5d&-~L)HLW%FuA0j}Tx~lb^nopZ;~r zPg8U#%*Vw5`#$nhijFBG)>oW6zrXyHqEq`GAHEJsJ9?g*9FVhrYzZnu-u5TP>^;-POZ+ z7UO9tL~)&!;{_qYnzbfGy}A(fs&~O21RtRgO}Gp*i>k`Pniw%cokond`F6v?nqIGk zbuwq9R?WitSFgvyx-_=e7*J(BYodDdtEaaWbJ1!I`|4>?p$|#5M;Gm@tmEw5!0RH~E1MA2c*S5A^$-Ny z4BjP$xY`(Lx3sVJg#wA8KoJwZS)iOCKckWg{cWi*X;NWQqry~D0vO9`Qc|K zrpB@=P{64bUMi>6I?nEDP5+nHRlK`eQfPV<7S>UH#v9f7H_<(+f(#Cq6aIp4!|9rZ z6~9;Y^!UuicbjxC3y@CnwvbN2tmHpuVTv;#PqBdq4x}j!kSBl(Y%#L_)-DV3^rCw* zZ|~kV4&Ykx0S+=Ry9^#gfYXM0CfQI|5fE9pr!f<`d!6SKCU>nil*sR+F5+)+;T|#I zzTy|^NYc@5;t=l+Q+f?WA_+4jSy!EbKy|#;|-MQ>& z)8BAoX4{U%BYNSHi}R-TE$V^&>N(dmYg0XgpPfzhG#(>U=iy{RSi1IxdfvqW`{~>( z+=nxTvd_4fwh?S1*~UE{Tdh1RLA8+k*70P@@<^<}hX}Tp=ke5J{(LJeydyjxo0G_esw+T;LkL3<7re4hIh?jXe}8AN#|?^!l@0!U1l5*FHxgbu(d6*v<0|*YoIKc ze1bbaDi0pOVf%)6N#4O}&bc{oxy6j{Ata@b zKXKm0pEM8fXPig6gR6AVt73TC8|n-L!z7X)JRu#xlk+a(IG+M52b8mb;bq4F{h_EM95>W1LiU7t@p1g^Zc^NF7JXLK!I_GmtzZxJz|b;I|1*5?88@4Vpyn}N zL;#h0D)IDKM_6Bk#W|QrrA$u)r7M&)W|0O#bq7|+4Ryxka7U`ncqJ-c|AGy8Y;UON zT#Pc0qfN`9ySS%0mf+N@i$7J@BGa|bLf87DvM@`Y6{b8>MZ`!)9T8ZY)0;V;TY0$G z`9GAz0fu{>|C8CCt$+v8xil2X3$2((Qe8yGNJKg#xHz1Ge~OS($bvbOhau_ztPCv! zqpV3_pfsj$basf^tu*LrR9yaVEtzD-3k|toK!oQ*D7`%)M7c+3@^Km7yW%m{PVT8> zSoJ@&qOwJCohcR9hB~{fIb);Hk)ik=;m5Q57`}N|Jc_%maYfeRQuyKM1-Yw?>eDMxZ=(kg$3wuiV>4HXY5N9jLZqKu?J4+TJ z;MoUCp1ogsaUYe>eTS2=U4i`Q;sWIU>sWuRZoB?iU08p(8|v{0GV!7Uv%e%whlB3o zw0BUbbU>)|KD5}55*u6V-6QpGNWHSa7~#$ZSDu`AWr=b2yLE}NZ@VSNzG{hat65^K zZe3zn?eMjqGuoke!m8M7Ji4Cc^D7RQ&y*#K^Ro4G@or82x|`~V-;OYn~U}O*B&rr{Ms*FEf?#~ruw8b9$)zCAK5SX`^(qQ|M72b z_xc|$dHwA_v|XtPx6rA(q)%tdKAn+1kz8JrTo2Ux^tANpK5aOpM!>R9wXfDkM{i~I z-NMj1bK_2Q&6&fInZwyafGc0Px|IN5{X$7zboR;X8Nnx)jNlS}SvG?8DVX}|uEQp+ zUVB5GSkzY^zYcxnZL6<5;wE5IckN~FpNn9Bu`KV1=bUr~AYZem=}BFuXSA3=D0M-uo(K-_RQh#re` zM=ZZ!neS{UUkn`XhSGTl04Gdoybe2<_+fN#X720G$t)>=M%U&_BNAWIqfAxYi&r=q z#d#m@rrJL?gF89q`pkGLq}tCEUTxwy>5f)MB&{<8RMfmgPhl^Dd~n=27U1|^TEr)> zC_ownhm)NMzvl0%+XLzL5V7j)_JG|Uu-l#GZ&UVn`VCd~_^nX{Cp7 z<8kS_c`Rvz3Pc}sPbH3qQG1m20DcI4;^+ZTdmRC#5j1pozA{xUd>i6jOk-DE`FR`t z-O>Hxxu3RI13fI>{P{A*zi^7Tf4=_g)t_&mUrYr82D9r|f8u501bc!LjOn&``zI>+ z7xqXUNml4T;=pPJ;67iPmry*|Y>egys~j-JuWr+5EE%f~xrL(F1dNyXRBDz&6ca~? z+Lv3eideiBG3$mBdO{}RL9|Q;L;~Uk2{0+FQ!~b?vBO1%6(Yk5Lt%yJIGLTyFtp4N z9VLK7BoYvdTfe4g?E%cO*~#RCxk+gbFjtC0haeIu_Al-FDFSyps^=-!QIQc8?t0?P zAa{DVsCYj|Bo=QRK{lhdb~JUtB-)CNrqf)Bl2^Kez65abUm{lNaZyjp#LA-;yCSSO z#FZ5FONzFIqCP3=lcF7hcho5AA5Q{dy+yLBqXYp_hOFApQh33TxZnsa^aKYfz+#Yq zBpoxwl6`K9WXqUpb$8++5xS#?OZb{5+IXG0y=$TeAFoRE(8^5kO?;hhD}`|2zELUs zU~dnReRG>uMD-R@ZVc|+H6^DXEzBE(yE)RnVH(h~4LpjaI^2W4_HkGs+S;$!N(oy9 z#}m^AvyNymmZLfA1bT3HLNqghZxUwJ^=)U2$v%kM}_V>!!e^Ac;rS2QlW`9>^|Cqs=^=ZEgYLR6Uc;0R|?RU3K`F?%M zU&=(zb}Ymxe+7qc3sb%sszEvBFCQw?SG9G@S29%HV@V4=rDmdEFrt!R9IDUQNnLH| z!8K-V_2-zeMLdoqed?qSR(f!~Q}PF_7nInpUOaoV_LX*nN_7hUMSasQzp$YQMD6=B zC71|jv*_tHCWp`lF;xMQuU>mi?$*}ijX=HSQ|1lmktJ%(eLpo8Y_~Mw3C!TyOOtX@ z(rGE&<*)r1Ij>Mhw1VVxn;oGx8y_}5s#OKg!%ej$W&>x2u0aDGWR@tX)pxE9>9 z{IWu>HQHvGE7S{W)a!`mjfIFc>M29LaXAT$3>^oJ#fL0C+V&*|uKU|ACh%-Ktq}Zq zRuC8!UxQF)#o|Y@x1w6ECeqGdn3UBP@z=3VMKcJ8eR-x<&b0}L?VQY8yXiikN@T}4 z3g;H@-Sa<^&G6&x^FNZU6Brc9$%T=@8MlX zw{G$7%V+!XHh$let>e9Y5CN2Z@mse`(CPYq@Aksc>xbO4`Of{QQ@8XCcJ3D5dk*jI zlhrytuh$Q$v*tB?b+NkHe(#gIrFY`!s;b}~@!;|3#~o@_?3*)~8q!2JyuyXk4O2b$ zkt!hT>mHp|e9qjE3{WZebyOTAfHJ~b3?ktW9lR@FKlG>n>UaM2vrqiqFTLYj%x1WG zdw$cQfA`iu{?mW+wcq>F*PM&lPQ8BU5C8Z7=1+g(D{uVrTh7I7UEg%*>;LMvANyaP z|6hOkPo0a|O@hofDmuVA!V+Gvj@bVZHaCKy>5E&bPq!9-ev9MeyY%d0KGQqT<~#LG zdi`vElU_fReC}etem2*7{m|fZ_}orCJCuIzVm>=G`JA5Vn-1yEoy~7TYxN=hxeP^j zu^G@*KI6k828$GDP7%>BI^<-#7#agiMSlGwj+5;w{A|MHLxuaWfb-*#p3MK6BZ-e* z_^jS_A=?FHrH3=SX9DDgygSkUeEwG#-lbCzp=afn9w*MB_uOn3ZtXhso~y@v8}E*b z4$jx>WI+G*y1ofLydg56uaVxR{TB`$`0NEk;zKEl>^z&#F6KK?ey8~cE7^H5*LXwg znS5V9Jv*d7cj!I$BAcR7O6#3^*G0ZH_+0r8E7*k!c9{w;=B#~YnwalG;aycZwq&6s zKRjC~iE=2z2SS;hXYq6Jxr@?+^+Wpci+cTHwl46R2NDS{5V>_>+)Dqcity;xe5}`> zg+KWEp|!{Jn-0C_Ja*{QpSke(rKhi)cOQj*$X4*;K4QDC*0#pJ?vY`4N<+?F)a!@d z`{tkh$3Oo4Uw`k>vyUA*Z>u@?SiXJ_Jb~#m=0o;>?AgM51Sr|#Qz!E&=b$x-N0KyY zYbMpgDE(*M!vGUlKXmS_UPna)VbnY8)w7=~0$IL(Pof(23p=mtorm1dK6c3Y>pW3h zi9K0*Pv(1&RZlSEB|xZNGwaDG%s2`3Y&gZ<^lb5-b1I(_%v({!L&9Xq%t2Y(ctU*y$8&M zP@4`uS=Z*30)Nw)XFKR%FA5xc|O_RQ7O1 z8{=qYP6vJDVJR>*PM`!u;g$wyQ$neR0 zcCkKfZ&#_1ZqhUA zlo?doMd|}lD>tF=P0%{j8(TG+QA#^&U;M7rZ29)uY84W7Pe$!_A|LAYXY=G#z6L}f zlfP~B!PQn|Rmy0tho=hvG*CXoiF8U-Yoo7LjwJpTWu2Hu0a<+wffOTp#{$~~U`MC&C1vg@ zGq#z&uAxkw^;qbq=KlU`?kbq1bYhRC#0J{x6mKkF}MLN*^ zBe^I;U+yC#r`45dO;^SYa|z`z4SEoUbQzIp3AKXTslA;xZU^&HEtbG6SU>OgQW@i0 z1vuR2d2cb|k#{sNx+e7s=3E_}#0oC`7d#}l`BezqP-cAbn;BmOj&}^O$XaR@FB{p^ zDr4gRbP7+mXW3A93r`2LY>G++yuKqTA_+2F5T(K^-o@8WG5pDgBetwpCEjaYQt52k z)OARuvuU!8F_q4yO?L;7Xt{_bmCmM3k%v?|ngl|2^b{Cig_C{{mLpQz$ifX9@f(|=At;#k=fzqzD5;K4f=TVT zw2HSK0Vu}TFZ{n(1X}nRt%7q3yR$3mWUh8|U!4B7pL?6iU*^GFyur1PlK4?M-FI>i zcGuFs+q*^GgD6rDj74aCH$C5CsVCLkhLB1;%6UZ|^vlBP7BATEokz5UgtR}QBtr}4 zIS=x!B;wdFcWEv`{=q~pP@l__8!nza3C;7hC&5#IOw_8lq~^xC#KFv}ipQ%PXv2B6 zUu|HgyUCyzcT;J(TGvj&lOtx|Agz2bo^z_$w*(tr`-r4+P8A1^aHzg?Zr=Nda;yJ* z*Hy0P)^EAXo&z5qHfC?H^Iu{qx^pmbgRZz2%yZ9N{>p>aXIo z`ftp8_xpa!Z}~p{_^pNiw%n*c^Zjc*mghLNcm)pO>1TZTiRQTr&2tWY;r#jYuVP9+ zR}Mvxhx>VQGo71~X*G7*-YY$lh_dCH7nBb7d#|{0FA`qUZu)ch{-x^s;J~;H|L2ob z2=}CF-ku^emntq-w~-F%g4*w0a>YmByvqF|KO&(Bx2R_nL#B#@bMu{pRU>b;_sUpw zM3k9(d#ZcB0i0@CUnmCVmlr|R*EWcC$rZXm+eohuu%~T#jeR*Vw{_%UdB=PrkIFkp z7`VVZ@&WIFc8bpc)IhAqaNR0LBidhyu{tOtctFN4o$GcfV{Bkj4a*N)@2KF(cX=9VN2N|M3LMbGoDfr@a_To`yX@3?3ihV+V{K* zlsttq#o|0da0`#P{^!s8M`u|Zo<=QDrj67X9=x^N@RMcoloPOBrN1rN=jyYJ0Y>a% zb}`e)))^*<3I@~6bx?#zz>u|dN4I3sGc!-OoOysr0f}gBsskbcw{ADX=*?5jcI>fIMS|7g!pifZM3}oQ5UMcb7L)ES*Y!^N~()*th&i!b-q;B zy|L=Xi`ALVhBsE-XtBCLs!MLHy5VAVp;Q;$SapM1b%C&?Hr2dXt7d9>r?&V=n>D2i zHF-B&6D;g@&hr~@m$OtL^H;^qW|qR&y-NTK_oyf-7Kqe=mMi|uxij&t&`_JF|ImeV z;suqtW?t)HUh~)$=c3y0v=&w{jl~^yV}jXs9J=;&b>YV`Ss74305{V*j~sE(j;z`Nw!s-M-(-tKLey%oCj`3 zp(KYUCft^paK*=mOOc~8$(jkbbIl1ixSk2O`=4mS?M8xC@23A6anf5>LR-}i$96ie zAluAdWje1gPwb*;T_&GtxlHD3C9GV4kAM3!=T#xem5b+Idf9HCpMU9PC;d`L&k?V9 z?zdhy8HC>X4U-A8c+39!pl@hZTv4#${>D@V=ca_0Rnlcne zM0E%YEuA|(&%4ZpO;nLA5-VwkK#OPQj0f{-XQpsKn_;hx_gB9HBtG&utW`R=j~-RW%7}{t-E*DYO7VzF7d1Twru~0xr>BP zh9wOL6|Z;7oK7U9h-lsh@`QPXXf8^IIN5K8;4horJ)N9*UwZSU?+Crinr?vJeKwW! z_THD?-1{TkCEXB?%SX6< zARpsTkR$uWI-J5DwOQH<)h-6sR zY~cyCbVXWv0ProEm%KfYN?66ZX2(ucRg9UCc8BhBBuvZhMa%j+xfiV(^O`lH`h5T; zl@Fki8_33``4;<7{~GE8OQN;`YwIJv6t!qz$Z1}pmMI*4HQ(afLrp5&TT&E>OoEDV z`@Nv(W*zZi4PcD4ioecO_X$&N)R>B#H_}7X_r4kA;1=&5;EjRDkV$6s-kC7a?ZQC& zmM~BNf0~`bUN`BT`lfql`7YsBEi9dBt+RV)d9HWq{N7pqJ$hY#&%LvJx1Q+T=+grL zbk%GI8Kh#cF^b?HnQg46{B)n6-c@6`HD<_J(W@sgL~9tLd=;O?KQbWvM0V<%PR#P1 zdWYV5?<~Jbud=ZkWWc{IOgS_|uSv_1-bHd{Xg2kM7T zVNZb1;~$%ahOdEz@)f;)jEt)TvSD2il}cL@m$Xqui>Qumt{iyw-k0@> z5G(J_WC;<-+P70vfi{zlX-5XT=$XP1lHr4az5L-B0oYOF50hSP?ZI}+`CP%;s1gDi z1w{DABH)x{V!(@S-2r->SzGY>xG4+FXV!-|J9kQ|*dmzY7do4_k*Nj7<2LqQv5Fi6 zp47rFWw#Uk(MhhIA7u&EW8!8+pcssg;UO5M`}ZP>?@;>qv&?v~o7iz! zPIj?QHPCfy8LW1XyPT@(jZ^9F2QzieK3t)}Td>!h){*~YNZ#%M|N!iDBZRRF-! z-NZ#CL>KW6Xy_4y@Hl&&$6FjB_crJ8mLWX|egy97d!46Ri2`Q3cZisH-l0#QKY#v; zgPpEdy!dZlhl6qfi~Z`n`1fDC;t)}w_~O5P-AR9)*}HGBoO8&*V);@l9~?S&HXlM! zL4Gc^=pc>8Mgp&ji|61x;B2VpS^{JpVmH~too8BkA3k4-n3;V+iT7?N41pf~P~y^b zkKH7&FG21pkuXgLsCmLMiRGvy1QJ|?2LTt+xXsWvVt1yJZG~_Rg^QeM+$HsZ+=(NS z9$xh`DWxfx=Rp+^5jrLkCo|zV@n}6 zpez!}@k5FG?MCJ^k$Ax&wvh1fJ?>K;^F6`rW@c8w;%WOanlcQ0uA{&JRUV%07rV< zbO9XGHEu-@4^2MT@B>77tV`i0H%7sUeR+5>pTLujSrF-gH$qOhva-p=dc!9I z!_p6Mj29+&VN&-49NOCC-K`a|`SxK|Nm&j}Tr9~33>QkG9Ln$kUO-X&gdZT^9MKPO zbTJED<7e~WR32Jg#2}oQK7uQHf=`^g zsK?v-2#)WOLknOmir-v3*S%BV-MkAC)Po-aju(6a$9UcP1g_|nr9Oc%K_c@MwUh~A zoeg!~rz;lXk>sd0{W(?kAvl$V(%%wraf^rF*m?!V0#uA;56~MSz?jQU;fz+PO0mPGxNfD<2*DM7Inpb^U1j$7?r1V*Md)C!PpaA29(G{<7XZg=YQ{YCw-|c z$pi!<7uh8VB4SWOdi5-RLdf~%m_k0@PRQ%h{g*1wqwl0V z|Np{#Enyyg5MjRbKEga`3Ui|STxnIiqWX466Q|I<@ddNgW*kZ#N#dsj?j|nI%?0M2 zP>8McPujB6FpFndcYG0nu~WDdnTUQ*&~jg$xe-8iUR_K`sy!J&cdsL8i7tL705n6~ z`z=i7ay8=PqmCoJ_+Osx|>^o1? zdWw7EY26iy9=49Bns_Q*01jmySknCT1blcyO*hm!8-VacpIiIl>^yHLzy&FR{=*JbbmE{sZ`sULxKvZy}B}Wpv?FuEcmg>1LjUyj*hgcJY1UBkA9w zE*me7gLA23!ADZ=HGL%IUd=~xx4pN!y0>octylNP_TIR>ryCrG5i`9?|F-%2oR3z2 zvbdG5*Vxrw^SNtTM0n$1?%~g^WTE2LdGX?Zebq^yC5FnLEC82yhDQ(L-T~12Gy)EY z4<48VOTfAVi?|zVA8{X~$$>PvVi(Kv!ZeL*?crd}hu!-iU=DP54zswAO~kEc_>dVX z{atsN6POve4;_(krKj9XnQ;X);P*jzeVEVv;wx^MG7F%CesR^U@^Wh2_>#MjsPiRv zA(iLzwHtK2f2O)&xCZ;%EI`0B`p9#rI@#4yvPV2`0yalUZw0~@0rA+S@E!>@yE$tM z>4S>&fb@up@1sx!P5Q#-y+Fl^YN!vT&|cMVl$2i&AAQ36kE~N7*+m+Nss$GgyT(u)!+Kzak9cYEsbAj%rFNBLKZ7Zp_4#t+@ z+A^S9hJ2AJ%JBpCk!_LE$#+?c0v&yqwJ7{9qR|ycLSLYsg2qd?!rEizR=k$}u8RiW zBl@>3xsQ3$>u;$0L=m6h;dWh(M8&>_7Kw_DM(Yu{RPSD79FuJSqYBT}w+S#x1rnKG zMg@PDNk!|sPAXc_b_0rZyPYU1p0^9U;v40!uat|v=9J6Kf->tyl04q2t)liVte`gL zb?18YqY;K+0tKs8Q`+#A^&8&OvgQb?)e;vxjhRCz--0Js`hRa-hns;=wKd?A5;gIk zY7HoHez+G`>q2Gv)-GqAvSWev($TdRwcb-M_Hy(Qq7hOkqMB+@!dmHxNMs-iy zd%C(ewfCmgz0}?-9fX^!*~S`$>|%CP-?#XbENT*6e(fhqZnVFiTXRPSHnp=AHg!wd z%d>OYoox5Nr71BV6wi2*5p%svi0Pj;2{E^(#MJHdi!FgQcd~>%l)O{SPn_WY`fxH0 zfqjVFhMO(jj&{WY}8;biyxe$2yADmz33mKsWuc;QPz0uQ#0h4)A+%( z#3s3>j%f)1nPX(qRF7oCdL~UVNouyO$M}6D0||lR9_St#5eekch6SYR-tdPH|( zP9&s5t`!@=!)DDE3vBkfvRH@39)f+VSujPx!8{*S1qVnt7cf6?9_kgF#t+%BCL~o_ zlB!=Dw*kJw0h?9{9M>$VdU|j?=^9eyk)D>ErPnr;b1d&$QuQPiXJ6XjSE&T`1c?L# zTZ6nEmbv_hkIhyogZt4~1f3gCkt6v4zxUvmDnjnf<52{BrJFCVbmOVl?1DkzNaJ(!- z@X0r~K8fYYHx{2DNO0WiDUCjFdB(oewRUi}%t-0BGC7Srv12G|?=*Z798VG}wrNcQ?}o(omPu@IJn319ZI)P@>E1RH z+e5Lwl~@$(mBpG8+p9|~i=~ysHVdvbB(^6KyJiP>QDTP+5*yU0G{9H-BC%E{R1zCN zVuzK)!b>wKThX_4qRQw&TzgG%g?ow3{MlP3tIRpyWA$02U1E1KX*@=LY9(uGC98KN zS;ZgZ`Sea@sgbH)O{$oCGk{bLbQd||`lVF$>r%D4tyHaUD^;t@q^b|8>RYKA)TIhY z#3ENls?Z)ISJP|DRSLOE1v^2z$C6aKwvYpKAaIU@xt^9eKYir<{Ql~l6ePu@T+?bu zFL$Y?4eM7>t~LGl?QPGcTDe~B3KC$h5D)@b!n%qL8lR|N^{#Oh)O9Sc>ThCE{RZ>~ zvz;=PX{(mXRMtF_(R6j2jHcKCJ%(_uRg6hEr=5oP0HS7dQ*vg>L-Q^cl_C8z@LG^f zz$vWhjk2bQzC{Q_?n|kjl-ehybe|=nISZMTmSxnEZ40t8nnamyHoFBo3WC5cyi%sCT*)RTT_wDX9AO*}TDY-7X~<;rsw0?_uk27gK{Yuq z)+agko&t3T!CyWNc-BmI@Ige6m4+0=)WPjg0kEr6NT6C5!%qT7y2C^O5%5=NZ2`P8 zvUVa{kxxfO*kPa*WuaI+IxlX*+jr;I-G8(^}Hv@ z)L0G{-svpHgpaAE0{}=O2c6>iGOVftLS=HX9RMv89N*j8&{w3PJTK9Cpkqiuuf*(G zY^JqEcZkN+(dm&H8<6#kCm%T%`QJj~GKIP=0CycC{6xBIEN{y&>V_7hjtPBn46}ey z=OY?nC>VAAE#3x@sqC>}4WrJ7efb`^o0S-KK8(fpft?LT-R;uhfuLs%jL&a~wtKhh z9&B)O$bdv#U09vF8_G|w`qsF!ktgE6=WnP3c~_QXU0F@~w0yt-zi6r-S@S-$aSREM zt&1{pGxwL4vF81r@t=dCzHiO@kr;=2x_1rpe#G(J1JJ$F${)ZU*%K>&U#$GR)kQA? zCgwYd6*;fPxDJM+g&!D*-QujV@OQc1m0za?-;e`{FLsgB?<~A5yA&Q8$iY1bFAI+# z`!(b!>mnbq9NXOiICP{q3+l$SkLP{y@xy@0yuHxjMTbO=VvuziDZ^py7EhmpOMFlK z8UdY_gLSX%*SO%=m=ED1GK6np7n=>^(kKbJnT@_D69$Yy5JH@B^h@_j&S15+bfhgE z=J(4wAJoUP2ODL=mW&o!f^6Pq>gpZKqgj?PzjrjtVtQrLzmgl_gf5tpEtHxqrUs|- z-)EG6x?gQTP17T{$K=bpgY7ruq`;V}M-XXns&MX{7jEIEztF0u+<*rt__b4<`*`V! z`)$qjo_k7ynPO=2j{&l@Q|vlrkHU1P_%ERNyG8r7?mbKesf-hE5BFl|`;VP^n98kF zJanAG&@JNA^0K$^vWJ&-w-}x-&YyqVIrVVfDbAn2>OiZ^SQ=d-=QU%-zeOy4=;s;uEVHMcTe7(nA7#H z?ixq0Cfe~{Q!JNW=eC$+l{@lZijA%bXB;}3-sOtpIJ}zQyiYxBJw=p&W^UfnU z60qf@fPt!G31q2GrC?aRSr+6oPo610lN#jBPBDC>c!=-1c(-#KwsFXf)SV-<;yxYg z;7+3#HlR#=_#cb`QoD(iD)9Y?V{xYTbjp3a!QAT*a}O}H2!T1NyYwrLJ>s6VB|yG& zn4|2^3+Kbm<q$Enn;KYq*Lzg^|TvgDeM~WmYzvpiKk1Y(U4r zmENwqCn4qZZN?OgCmtMC+@f8)@_+rN2_g4Q5-(U8kgsb)`^c5|ad?nysyi?ved~&| zNt9a*IWn>Nav%>o$rrq`a#vO#14(k=86-Tc&nnL%`rvdR?c8vHWjglYwK#Z$0K<38 zi-UhFkFcMPjqg3So`rXurF(LE{WWI}+fUY&E%3)qWeFZK7fJwjK#9M%_{yVmISTCP z{?S>ETaTaHa_f%8JGILUFTBkUK*RdRp&s<7^LMW}_@GvEv;&ig{qkZB2dV!n7(sR` zM9*(EzCmTj`qHttO~-m=$Kccj7jaZ%I+oxl;n*z4Ez`03tveR))Gpbcx8(!6kB;?i z$LJd0HywN15r|t;8mUVAru0D+hWD8)9JN<`;p*dqyAv0xM=p*@{)Ag)pj!Zo6cEXt zZV7;7a5z!S-RiM(Egg%C3Kl@{4NR|KlM!QXIbgW0I8dD&?z8vyS(8w&TtFE+D(`7~ zPgnP*_TIF*m)d)2buXBg%RPG!*09_6)9LOYCY0K7BQ0g|ew!6$w|I)}5f`QnamEAO zhnd}`V(1x*wJw#bn8EfGu$sxaIB$$TM2`jqU$^r62Rqb?mg&lg zBpfxVZV=YO+3DOo?-<@{$zf~@0T;eOB0VnZ8GNV@<2QIxTaXUa1(>o2%h86 zaKIH>I)@ob2s^UFgpS#r>8u6HEdi9*PA#k=K!4HH#UI)6}5$F@6Q#WLn@r zKC_C0&A@(URR{A;wL!0KR^r^|?4cr++G_y<|MF!g{iQY!SAFA#6+vI<{S|htu0hJE zCDdi8RU{3W>PT9Ffn|@jeDlp$wtjOJ;PNrfjlrg?7#&}(cvKTeT112srbqH1L2Rm1 zq&gs!aW@NeSNu?U^87YFz(oYEN>rLU9!J4GOwl4-a<_Q3EKlc-O3+iT zRf=;s?+Ehn1p#djwg|dc6LjObyuGk{%Z1(Jk_@61im-P?ggYYa9Wlo9;AIVP9(1@i z2JeB6vo2;$7e64vc_^xn#)`yhU?tkb6AdD}$xsB>o{OkCtlmX3&%=VrdL%7C_+iKS zsEfP=9Z3?@F~i#_p0>l=A?Q4ZHv|VlL(%m#l*1pRp+fC{*j@jqgEet~u2b_3Ngcka z0+VS;B*TPT`lk`yx}k`7A0aVImWt^G#$@fy#oJ$EUPF@-!77H7^T8`|zQWWCi;7`I z6hl}k22Y2g74H>7&Cp&M4@v&@sZDql*Wf>!O9QoU+*L$ud%8tOsVx;BW3 z%F|Lkq+8Sj&N55}Q#gUq?D>#gha})foR7K2-5CS%Vkv7~J-E{dF@)e!`Cvfc9Q-+1 z_>Y)l(hoMtuSuZFS~bZBGK~fls&WNE9I+2te`8VOX_bD%WBLux)?%Nzb}758%DgK| z2>q8&z}(B8d#2}M)iSSMjn`}$qLK5^hQc%!TxeTldmGl z7wZ~dvo0}*g(U}6q}V6u;00Wp{6`qed+MZ>0dxf#T|QyXAWb)FqvzVubBldP6Spec zF=ac8W%u&4gQfh8{-teSVlDY;(34Mon8+3|L*UD zbBsh>(sk$}kp$gF*PVLl(3B1rOPg1wOI}%TzOu38l|9W@4lH?PDG3ZRuk|bp1SqiF zY3-AZ)>B`3*(t6%#T#FF*-5|Eb)qNMy|r`UqwZNC@mre}XdRpL%JXoMtYc;%wOFgz zg~OF>XQBD`ree&$yUIhC1M?RyWV*=AWs1wJnBX$czr6u^99h(}?!m4+>%jS6-fOr^oHVcgk>gY8mkq z^tJyXZ~FZn{3`*GT|9UB%TD@qz}9O;oa^F?_TGm)o!y-NQlf4zVp(B@lAa=`K}7G; zT^uvrqkVmoR>dA3Iz516s7>`H?EjzoCtpU?nk%dZIQ zi@1H2Uc1k^JdFxvvb^flHqara(mOEVJQoe*tde_)Tan>-LmkKx{5dFRrnhH(ee)gn z|HI$-`o{f#{IT>iadtEI%6<_`e!Vsl! zW>`%Z{)!CiZVu@owO>ZeGb48S^GiqU-TH_r8L@Yr25`B5i#lUQES21M+08MNXWm@i`J18z$C5s0Tpq5P4x7_f zt+Evfwp?W%Yr7MKtA{O-$oXtyO7L7@wf1Ei{jbqTy((BNpnZ8RTQS=TMts#&zC!B% z3m!p_XcHaj;gP&M1Cw-32yy9WQZ5y4zT>yQg8#nuu^*LTZ8O{MVewE|&nJ@kG#lv& zx!1d0Psq6w;oJ*uaplK_WuP;@Ew|5K{<0&B(Z^jg&22FF7Ro``_s-f%M-|VQ`+Ce= zY$_saL)UOpGHiVLXDu6d>&Cbz;Epc2)i%`Qt~l!gNE9qvGH+L#q_AVdyh^sAL#-B> zw=2y1J;J=-yPSDn{n@3=D-mRddAq{A0{Cp07pVVA@;s1xhr+!p!o90a?(O0% z^OYrfHH+cqqK75-{sFkRRp;J6u-rS8oyV}`Mbl$t7na#nmYr)KhRnT0Vh_F(lnSGWTmn`t%AR*Rh(9J0rSn@#nselAwaL)eA2P>Hn={s&|ySPKdF z(>2yYNXo8LmI1|9IE1Nh@-TV!PBO(4~=386)9DOnobC*Y7)bmeT-l zz(RPuyoEn}%a{v~;{&JFEW*kohgLnGUd zWNZAom<5M=1va~(UaOe}70iO`dd-%T0>&)J5(*`x;Cjt0$Y-8BQ+!sL1&3NS%z{G% z?sE@6(c?L$;TK(;XnA@B)A|U!zG`sh*g->utc%%18CQh*edzY~h6-@tFu^aMT9EKv zhk37CZq_9Tsa<^W^VEb}C)^B>fj;~nV2>OW9{wGj(QXLK9aWfXRM=bf`S*a;V3*yk z)9+<>ar(V%HP}5e@tzPriTjAIR820_OESH@W%bfXmPDg%W>vG5&3PAF*J`@0=C}7( zR?0dBb6+NhoJNb4iU#xUxHj(&vRJ2Cq(@m$HafdG(mO!h8B^qO94ZY~>1tEpjgMtF z7jc#p?|uHuW*vnYb+2=v`0;s9xk^@udk!bw9e<7g{Vq!MvZVO?Kl^3Dkt+Vf=fCU} zU;F%*IRWp`)@vW$4~zh{`B~!wX8u(yb=R>OI74i z<{-Se3P(aW+b5r2mFRLUbKuTz^W1^CS(RF)y|s|E4ewZle^pxZ5KY=@ByH0Rsa&RwG%l%RacMQ+{adw+ZT(2P-IC07 zJn{iBC$nOBH=67K&vl4nA7o-zw@bo<2ni1yNq7*;XA@HSFj695|48dM$xMH|Hu58I z^uFmFNjlBe9HqAyD7Dz2&SHZ)Ocwv~JP@ZAT->1pPM|%4r+2S#%|Z1+gk@k(!@{YWHd~lBhk9VkNdYr$vV=kjDLAZ6n|$WUGsS1sw3+Hw zW7qOQF%OWkoCmxIy<#3XK57l@uCnn?j>)1R+70Pzi}dZ1#AVxLoM_i=d*&cpP=8G>$`-V5i*n&gCXAGcFyeXf?tlNXAW0U_ z{Ho1^K^&^0HH?^f9;c!$`%Kfk31!-1vCb!JoUb0Ds_ps^rKC{xZT_s(8&oATyAf zp%R?*pL=4G$C19;>)eDI_d4rR>JF*uc1nlBnN&;GVJ*$Xt1Sfnxlpg*qdksO+kKQu$RQlYPcOVB zo19*?$q{!<Qlgic5s z74%8VOdK6MAg;6<_DOhbwoSW#{oD^Ggm-q4KE1g5D=$0g&oB#&a47|EU9PY~f-52C zZUxKhhE~OGTrA}4`{)8bht?u*vMXmcGQ<`B zS95q(b9miqc;B+aTQDR=7HMX-=-cI32POLTdDO1WI;fXg&n_TQW}aVPZ{MkXd}!%( zG9R!Fa1qA!k;IkeU}eGPLWdZXS>qu$On>NWeYPAxg9MDKLAtW!F*1f|w?jlFfJwodViFE&$P zd&P^j6xiM^-g71ecBipa>Bv%L#-$XubjYB{#j%q8qjgGmGrzX4YuEO5?Z&?D`dhMe zYd14lak-Uh3FIazm2k(}Aa{eOK3Kz@=v2F3k4#p5j$kIR0xN*8WW zJieiR#*Kc)($5{6k`9pV*KYb0Sac1>6YUkPP4&rdKiQa@$6oPO2mgP;ou?P<84}Y$ zCgmx?o;$ffkxi*n(N8CLCgjtX+y%lt?V6I<9%&h~~aW;;q;(Iv80XhKBbKA{E`i&MYRCAv5eKG(Y8C6(mnDddXj~<=tA?)mqPtwXU{Jo~a_ix3s4u#CPZFb( zBv(uZ)c=pYw-2)8y6(ifZ-2ag{qbJUdv6ABFhl8f6OslIkR8hqW(=Vs+*tx3OtAnv z%!Za-75u?$u^Ol?4usIO4Rb~kAP*gG72>55Xw9r)nY*O6NE?=E2^&)uY=K_HX4bGw zZ{Ri8nzfmjj^$mXtS!?kQV4(N+}j^--hiM)CrTArMa=8l-M8<@x#!+{?m5374qZ;Sco9n$- zE4_DG+)VGix~bkX@Hf8z3~*aRu(FGTxI0Y6L#ny?MPr5`1IVzi`ZNjK)bO-g#U z(vFV{3c+<{de<^hCT&1{m63Y5=!90QWw(UmdOkV0xkW~dFmR5eO^6J!EThG>4Aor0 zs~q4!WV8o>M;<9#{VUR)1jjXL*9(7Vb@Srrww2` zQJ4H}YXbpYKoDv`sQW;)-T)Oz&^4fUCeu$rMkK8JBlzwY3cC)=^jI#A$D zE8z2=G0HIh|3n!=)?|_XxiFzcHrd?&T#(=qM`pwQ7u6z6r!u}!I_f&{SABj;^j3Uq zU@lqZ24-B?|D*}~hpRe&zZv%LfX8r>!~Wk`49RSYA0ri0i~D!v)PggwECBZFxPM1Z z;&|36Zxs@lATQy}?{1+vz;o>b#N@79X{E?b>YfR0&8>G&uhBids(WDb z80{YOFxz$~#`THrJ9b$9+Kn4!@HrVm+vLq+$u@jh$k5u+hqY+j<*bc?xR_7X`BJh; zB+lns>U1gDP)^lZQnD$zrOuL)Z7Dh0x@vJ5QMo3jI0d!GG^jl$2%!XNN){$a+MD!+3 zw9a|>w&$GboaNh|^LCx{+}ob>_voDG-`<=fiVIf{Efd5@v}BPxQ(L+8IoT;bXj$2` zat&dLeL}Vm>swM3-)k`w^fRB5)2Fj(4BZp-D60bVtdO0e_@0qxyQCcS(FUoB#9F$+ zQJqUSY}v*1y0~l}Z>!cpiaM-nKSg9fVCmWN?bROD1#*;lW@+(Lr*+FRPtlNgi8Lb+ ze}kEg&g5J1#8wa@y*Op_4lmKmPHPmmBzX}YDgGhk1eTAE(Vw``yxQUGOf5R68Oep@~v zr=H9Q%Xtsx1<}3vZ#-|NsUIl%bYVLW3+H$YNB5#t2V$a#I*Rr5rxMJfmOr9i|owQBC!*x^?!AR{W{95Hau>d$J@2X=}2dVFv+#K z7~J-=$BP`OXo%t1E?k6tGEO+0%@`dV-aJZgSYNSV6o|RX>jdrq{!L!IheQglQuy_d z!w;dFlv_zg$IeGC)L(Yyx?MoP@?eD83;T;bcHL9Bd)K_ zwR~9Dl8cB_23^xYP|xx2+396g}g^>eE4&TbNsI=8X8UVH1!b^7-=G?yvvx7TV?x7rnJ zY?H~GH`z}XIG2mH+<BRo5>xFNf&VONU+l{*;}OtwOr&S$y-{aR|&O$ zk2M?NdpmTTKAmce`{EqFDEN!pZuUhv{)@8u;trzWlD>N4cMbICt#{Hx)Jd;eV|%HQ zX?2>s(~=#>vW-Pa*B?$(wd=3g#^S@*-*n7sg-@bUZ)`QSiy4FB2%TNu#K6QUIa>-EO3IJwwgr14|R3qU1GZNkP7!4xNL;LdU+Jz{Vp`8CoH^ z?DK#%JV4i6KK7z_2nE2QmPaqg)YZ#-ta!up%-3V`VluZ&r8P~CxLa`ku3wEvyzt?;{E zZ@v24e@heNThd!qQ_bJJspc!iW%IE4w9AA2(=HFETdl;Hab4EpO-AzXj*R3#8X3ud zz3E8aWk&MiCL?*LWdTG-4_li|d^hZ6^1#)<`Ig`jEyj&#yEdZd&4?!NQruKR59(b! zs24{DwLNZ7FH#2SztZD+uNl{SBOcZEw>hfkc~pnBQN8%qN40%YhuWA?ZJAMB-myx2 zFF<{11haCWt7~Q${KILng*}fDSTD9=UUJw6F_xl4g67~g$}nZd&eD+wG&JNufM^Dn z56ak;h5Qp?cnqWfssLi>l$(Y0371bBkO7VwJO;#qTc~W~FpHurGW1ReIs4>q)>~b8$3?O&sYyDx)lKZNf>vH#N5Jx(s?_d#u0+RNiDk;Z0d(K z{bZ-*+LmQm7%k-C*sZk^**Gh>5OPgi5Rcj%OS5K|gN=Mdk3v$TZAICY*VK{rTbo zG3!#SPeR;gT0#?Qe!htLP-q{!RqxG8kd(B7USdz+1gXQkOXHFpILWJ!11)fi1C%`N zx;lXWUSxcry71ctZxMi`*fr6uMagtaHx+cO06XMcyTv^yFv;e5LYTQX8{p56WL?yE7oYHY`;$m|;BFkC_*Aha@+qJ{ zaAmdjSRcT>583k)V~vO&rKh%)zjl<|&DUwp&nF2NSi7(tM|>#S>^K{5&f5#l13a|T zAJcz7=hBm!F-a%vfcYtiwk^bz(XgM-OP))8HeWC0p-Bp2)jyfgf}nrdEzyu;u=}w zDn!lpLPzHjgJ!j$anL|l$2HJf&|CqG|GKn3`lRlM?5bUSOpnH?e0?UQcTCOx10u8V z4iLM%m;RXaAp0JRff0Y2(L4suWx|FYN96X@>~Rwri*<-s7K4^F9bc5QiCV;{VqTD1 zbJ(AAko3xRZk&0!jERs>)_Qt_;&gN)@ z$Er!|u}vneRqh(9V4!=(u11c{kUu>2>hWO{{Ggtx%e0LntlkhKde`X)%VDA3Rl2^| z(q_eIvtqPaG1^PIB%~N^R*V)0TUe|J?NUwJrJA%WH3`K){yc&`j)z2wK$Xn_B1+hu zX%@qk3gP?8%7z$h%F2AWCJ`i}O+NQi$|m9ra1muTfKZk*4I`t;t#?}U*?`uOsq~iF z%^3k1Q+O0`qIi7DtY__=*7v|+!p9m4aKU}dYcpBI?7w}2^WxYZd#CjQBC7!OA}suY zOh7x<*G`f^N7RS2#KC1V#+6!;TWA5uTzOj#&1751XAFtM%*UK|D05|BCWkZz`J~Bf zlJlCRm815%h(VNP%i&=pXG0Wy;zTx~R%9UEnao!!$O>@wT}W|P#_B#sKGqJQZT79< zL2F#wZN}UU*wM~ohasC5l`cB~*)=vxXd$~?R3g8#zoi54$Oj|UD3wFxyG?cx`)SXK zS=q)xJSxKzUaIZ`T}KNAB_DKRIlxZozT<==?V!IH9~N2mG+@7ta|!1J1II}joXCP& zt~A%-l>a^e9F@6pe7O;KiZ9oS%f_l^2dL8#;9x@sZ$r2+@m2#+W>(r@B^yGWK)u_% zB(mj@Hy@Kw+P2)neq)`|-HKYzCJCakLqfR6`X0%WyT_X6wiV1;w%dR)V_+FFREjXr zj_zJfAL`ide?Mt=$FXRR<#jkP8I>fN!3aer@kgegZ!v2CQ)XIB*F*f5 z$svI0^SZ8k=wsk@3nhNM37=(Jmb+xM1e2yAsPsk&DkqA(M+?h-joGdbOGtuIshRBt zhO;e8n1%^tb()eeIW)qTsF~>uz#ly^IYTsx`N(4+Vk`OSbVhP=!(+reS25C!&krwF zRFQ)^@m!xO(Jd=6Sym#~%!-MeJd}4#H4@IRQ=@(Cn*93ABX@J+$G$!hC1S=&LmxL; zBW4^_#Eb)A!*|9IGfpD20Vw2v!ah+D)IC$kC3On9-li0Cy-g|PdgCbM5>Ut`hC;5} zAZF|^f!xFfV#djv6Ufy-@V`T1Mwd2XHQDVIdB4HPm>NdLbc5UmmD~neat}k?k_~bj zRFZoba+W~Ok_~bjRFcaXL2i>VavM~VJ2pSOs2hD$Zqu8|?W9IQISjc?D*nR+a+_?B z+tlzMCgVglfj>x6@gJsIfbnoXFakU<0-S*D+?I*vKQyeONlkbMCI8{1Yytui!yc#@^9219KxGyABu^U_l0XYZ)5zd3$xg(|Ed&DuW2IOsR)NHO z#P86TFjWi=@o-_rhraAW6|)piN>C4UXOPFCJelE-4Z!dtlNs5i1mb7J7XZV8Rb40} zU=z7!sFpN7UsuU|z90tD-%QRk0tDvIiibv=P{dSt^@^4FmGm*G!7tu}q2`w$FA-*1(8B z#=w9_IwHjU9q~h9gC|joH_()rA22$^yojNu0ql@J$|S^pQg$hbJ14qOFbyOnFJe_K z0to2K_%Mz85Nk!M%0O3zsxe6}L#7%%U5zf6u-mN0Kv$zPt{R<2HM%3!=#z-(w7n_QSlHU?? zc!Pb`MB3>6jRqQW*m`%C14Q@=CiElu%z}8_W`K`D37}1)dAPG0en-fQvFbLtrufdfbClV=a0WiekS6pO0=VlSod0&0B=md6~{wrBdWMBQ$m7?R=5#+M3 zzGWRqTtrfOIAiG(gFy>a>}0HxRcPoAKG4{Oc&}d-I4HYY2@U!LOiFI$^yl#RB8M6E z`N-CsJY1xT=L0%3Yorcga&>g1Mwu#$e2Na)D*FdV`;f{0tetN`z=_RUGsNHQ;8;PS zuGo!uLfTu^qeo2sWk8H9%951PF2kZMbD2hlnoFXA*m6;DB+C{Kj(=qJG8rEy^j>_J z56Ep@Y!|!mPLC}>yNX(r{Dh9BhcA2s#Rm|vWR*Iot;K5X!t+-8Cv0CD$bq_M9WU~} z`Xql<_VssM+2@Vuu9~5#&w)a_YIdeR4})C|Gt+<$-iCC*p&gg{+I5evK{cSSC*)-P zjw}EeTbXw+iUlWybTwoI_IwN*$jG26BUkxUd$K7bSBWf%q+!@hl^_*ybl6Xsssn@? zX%t5^-%MN7$B*U!jOFWy7O%egX$l^|*jp2nYg*5Bjbuos^{=my49T=!&NY%DnbvEx z#zD$yt?n|VUu%K}=_B-MEn-K=YJ*>E0uC`+%-8HnGD*x=YY97wvN6iEZAIB^W!h{} zHgK6XD9WxV)8eA+v@-1lLSI=Ejl>tr#M;|0m5H^_yj&*M%JcOyu_`#(%>f`}glvlz zvI#jgBA5+v3@Skt+>TC)0BbwF?yC151Wtmw@CCw5`nlGAikCS{LGAp0`WJTjMb^Zn z%9zjzwQlC``}J$`d99tUp0!bcKo?-=LF``CE8_}a|7{kar3>&a>tNzZTb=*nm=cJ; z%@X)gU9fLenqRd>MESZkBFC>-BSO4xjY#mdT7ps4VWiG~;dv|l42-Iu{{jU^U;Ba% zj#mE{C!GDFN%-s+DdCDqFv=}GSWSI{u~XmV*r{)7?9?}+)-KY3$cIhEhSd2YpKhu) zq%Icu)^W=1qTp$X^xN9%Wm;I3^H^;HGu?7sjC9K@Vx(Kv#YneY6Qk-yjC9KtG14vN zoC@1zhgG2=#)IN4H`g_#iQ|1!aDCE0(7AR?RbZS1rpgPbkMd%!ki+s~zL3-9#bP11 znpGk6&#S_m?+@9O28y)jRtk>e>{h_{dX+^t^C=}H7FA!d?waWYo@IN&b6iA4X9Jv| zMA-nxxp6iifZ;ju8i^>uipvBCA3ZtHm8F%#ptfun{pff8u?c)EE*ByLCN$xN$mIBi zh}fsDS>Rv$VhQAjgP^YI6LJFTW{$H@I_Wn(Mj^$Cg4xILQ8{z!bm?|wd%x;nFY=39M7rXd z7~Y$k-;Zu)e*f>A=J$0Q5w&E0Z=Ec(lSpNMC%atwE2aG%_IPW%0|F?V+~&i3@(`SF z_&t5k$6)^0BJrbce}|D0hwmyaUbh_U^~ix^SFC>rY?SvNouO~%djj>ALR?{T@)R~}-T6tg^8@r!K>bb<@KJPrbPJsyq4T2+ou3%naCGba4wOTR6*&rVvdL45 zSkF-Wu91SSk%9<;)wYaaF}9as$A?P|0Q34J0g;w~01^=65Sh=j`>+O)1oWEi-`gMo z03NR-V4^7j6ZOY?kbqt(0q`3VMcy~I;>6GxvJ43SceVo(ftUZYITWj9>qWV z?#cTz1sRLC$l*s>t|cB(>z2eV>^DgR-jh$vuzKmyRXmg1;E>-!C;Op{XXM08-bK=o z{i$Gejc4+Pu!x!{3D^?lP;R*=4`<4z1nlJeNOuZC>YMF4QjK+1XSpR?90AP z59K{=?uWBhWn9^`z)-LkEiGYNa*M@V5w)sP8 zvdur{?h~|Hp}uD?jUJhG0f+;30bU3Sy%6lr)M{jn)(D3gGU8R^G^>!UP@cKnoJ8&B z40IH=h5^0m|NmaE?|)~#{?2;+ zo%Q-V>-Bfm>+h`Bzf0Ha|Lah6wXctLEcY7gb9Uo6wZ(9z?D`?};RV>xIWEG@TieAG zAU19pe$Xed(tFz0us85c)!}m#m@7k$1RE?ki*WvU5);ZX72K8ZBQjKNiWYp@gHz68 zMvgoCGIrqEn+H%&@shP*Su%#8gMwVQNiruc3h?3WwAMw|!QYpK*<@@Q^ue?S0H0Gd~lED(y!H3??fJ}^g+;fAt88hk0pS@Z{Cja zHsae|BJhfF$5~FCIAnKU1kA`-?OooVv{jmQacCZ^`DNg0>o)^>(>LjE^UKvt7 zTpjCHzdC4s^{sa@^mQBRmNtoZ@_?3Y%0;%+IUCd3e32*Vuh^T6W0DZTtX48q&N4XP z=Vdz)xVoE~0^Y1jJh`izX9c{m?DDF;h(?a7%#!1cA$ zk3}5RZKuCRlTB)P$lAa>`fA-R@~%36@v@~PfnjjyaI{O33n&tp{p%#fcnngG6Fxv3W$TiUUbN>~W!T9#q$F+_+&c z122RPglPC1)^hsQKocTpxeV0}`>v!deb8-6Tc+tNgzry#3tO!UVEUtqp0vlWpU(37 z3GR5CK2xr-l%*_n_L<8X%qx)0B;0u8+P}PPsaO7`d84fo8LR7fhm0nq&lZW?Y`#!0 z{PJbJ=34#5%T{`cmZ>y~WkLW!TE;`hpn0RAK>x_&>M@(;^ig6~Y^g`>LOuTLm#y@3 zKCS)EqL0BJMRBMuhn!*u#F;$?h1Zse4ANJCi%#r=b%hvjrV!Di`)Pg6Dp4ZH8}q-N zV3h;k?GG<=*-l}R8>$tpVbsdUmT4;uIPTCaxZxp$PVM3vb2K>nm&4!wi2J279mq0UlKZO07572^pCv?#{-_bkBZ7M z?mBxH!^!cnk>nx6faJVJN?{wK*Iz!Xs76PM+X~lH~&(zf%a-={ifUh1<{}y65!Zql46_}Bdi(cL?bF* zfa;@6h_!2SNgpG&i&eNyl0V%T0d&U;pf_Fs{qX|W8ZUsscmWJI6+kV1(VL22G)DZw zy7&ck@oUw^&##N0R~J7mi`-I+MI8@V<5krJZjrp`{ra`6i`^o5;|KNYd0obuBraBD ze_#hhcxMZ%E|)1h@0#g&035NYNbU*EQvkGqcEnL6qnyf=Mq&XfU!b~;%NAi=ul^3l zCIQrLFv`h%1;>vrd0M_`Yrzo)Rm@4BMA|xsI(dAXgOp5HuXEH=OWzw7dC<5w1OhAx zcOKTlF~pi!aMlTz=(L~(LPH`*oS$HlGFWV+0J&NjBSYlH&x!^!ODTb7M77JuXX}zN zs0jl)XWeFANt<~kM+A<*Uw$UQ)?K#^K3=vAkFA=UIgctCjEpC_q3#dps(WSC{kN~` z) z&6K5#K!x^2(}MYD>5Xr%%7sd!Ua=cd9J`8gSk$X=g=4RbHk2mFYE@K0PJGC&yIu#g zJY_SPoX%pOX|{E{K_xdRN|A3mjjuOK0uArii&}}_-hzCNIlC*?##+#M$Y^!ZFOr4S zBD9)6IrDmI;3Y%4S@JDg&4o;FG5B4;4B&3&*9lfDotuYs^_aIip5-{Ua3B&fqAM+#FyCwo zI4soiF|P`11LNa*V7T#HiY%t3?YVIHdL0P#oCyrXQR@Owu{lm%0SGKVskCGRYVU5Ghf0GYJ3 z)!EPMoIz?OZS{{nUk0!V!i4>i+*K=#C%DclHsZI#4umMvp;~jB`IJem(pGU;qeLVm zG}o*@wmU-!X0sb35o<^wqG0 z`fI_Vk(<246I`t?X6$mSFRU6trUT$thv_99RZeuyaDjAi2&NIz&-+*-@8urcQO%E~ z@l;QPvYG}<64l&c*>jm8aFv23??$ijE*T2xoL%i?FYzu}V-$}@kJ8%WQ9C2x#Wk4A zu&B3r39^dAmby42Os|<(N32|eUk(hNt*}XK_oEpFT zn~$?_>^MXF@8kC0%k95-v+;CI)aq7&8|ePr!8`9)c=OaQcMGrZ<|(T0o%by`_nTR( zy<1$ic`7IuGyiqb=~?#3e}bkcr|M!1SC{t{DBeYYAWzqwzYyE*EPX+vO9cT?l2-HEq$<)SI?^xnm~8{f6Eo zA(L);Z>334zehJ}5=Xbppm}G=2D-;bUXZ+Zexj**PDAx*yMf&>nLKS%8yUNSJ!&^- zVvhv%`nh#;nNv5H*(3U=W+o|BjcpbKvTh4orQLJQxW*Gf&CqLvWMs&bbX>CPB+HDf zW7i;cNS;2z;UY#)?l+>4qj&%W8AP4U4jY znqtPSSho4iCcgF_YcArTcH$KH#&2ql*l(P-kLCV0OZsX+)E73>UieEi3;OU++9rMV($~IX(J8+4nGR!4 z`eabUY5r$vu1-N)F^-9CKnM9aSPztQGH-L=g)kiu1Ro~9m`;OTMv*(UOmLC0470Xu zWgTZ9-1IBZcOp3GKq%@A2OXf3mkC28RI_&*u4~BTx((A`qv}?r!lAxz2SD&=Lg> zjSg`R*DD$6O3DQ2hFM$FLbi1+BjR%8T1He$;z16$rygSL&8nt0Q4w#bWvz}x`Yd}$ zq56`n%AT^7tK#&Zd$@5bOCy36Cnm(Q>LgRT%F@R>Mc$)2>sF5R%anOGq1#e3b9C_| z)i~8XHgotqo~2*ngFVDfHGmyv{@#`hh&|g`vasNZ1UJ#^O`>?v9V@(%fU@Vj>7U72+#i;T0NV+`5WIVnLE z5xYU|AUgo>(wT^60cvl9T0H9$6C^h4RbCF|g{A0{Ew{+QPv(Oq`&0SwC*@EMmaPAB zCL3U|!O0f{G;*-??oZ~!C3%|edq0&=FIoT9%#%B;Ghh3=c}J~$f1b?bXg9w$TfNrFZ|mtRtth zfrLyh*>Xxw{s3G+qrbmWekwTX@phG+C1TZv?AM2hx`N^K7e325IMd(k3b2k`3fkHVH^~(n&N}IvB2lLPA}>_|v~(rLPOV5tpSPY~EPwKysfTU0kXN zZ76FqPF{t`%NabBx7oP?#bsm;8hf60y(lS9>Ly07G%-3Q^L*uO4V8g;3zm7Tnxa_EJRtn{Qy7P71d7v@J)8p#V^{-f}mHxDY4&v@PP6(*L zq6}!RC8)?!Zy*^VjvZ|J;zI4gm*@#1h{OBv3{;_VxCPUn@p5r2k7bo>LgR)f^m?`l zd0Z0RFLF(o@=^Uf7n32g* zi9OayF75wx^WJ*%y!SNoZnLY|@$}DK7)1I>)O1IOP;u~N_j6ft8x9q#&}$RRX_fTDUq?CQc7!cWf379XcY2br}Za-=kj2u^`|0h8E0o= zH6#AGK_1@4L?qOca9_jA7eyW)BWQf@u9+Md$elwoc~?o`TOFFoQ`8@@-OStMQoJlh zS5Dxc9^yk@W4A00E+zzFVnk7vjP$JlK@^-Efn%;ulLSRyM$)C_bR<1^nsq>M!xKx^ zAzW-xfnJYwM+Wy~#}VXw0n!I@^_>&52#O$_VAPmKtwg1g%}7^c?Gm``1p!Cc+wk*Q zk-bZQf%jtXX3i7IjGP%h3p&0bTwimZZ1YHNg&=K})9S+OUup7_R;Xn1wv+il&d3ar zUAOPFtb7|-2C+Dhhq;?EHNRVSuzNxP;`?M@P992HavemLJJ&Dm;*Q8{43xq<(1|J#Hn5okYw>VzNmNBr$DD5u5?5 zBK=P6+E3Y0tG2lvL6>Z!2o9J*=vE?_r)#Ci-y^5NrJKq3Aa{C9KYbu+MJ6YkE2Ya& zf9hc3$K?mO{vEZ-zWkY-mQnh$4e0~#n;fWB+IsVif1z)u~xa%r`3o7Ywmun4b#HU>ss@q3z+)S>*&hdBZYu_}nL5jN^R(!qP$#)_sU zt!I^blQi^6*3NpO8RVVAJQbwKhSlNwp2S4ZTE=>Yn1J$z!zdtE@RoE{K)Yb+IGm-{5%xSAO`{5GaN2tLnut>(LQ(dz7 zZVUU2tgUfBh)|AcT@r=O{T-U3sjc?m*RdP~5}mtd3dKgs9QM~!djm zOW2KTi&&Wu95? z1xkZp8avvg(V_hhEphFLj4h{MHyaV~4w*Nhs0M65Na0p<7wx0~%xbBqW^+n2lJ7xA z+o>T)Un7|mc}H2>t;b&9hd|+uY8A?wvwrsVeY?rvl&Gl4i5V7LE)-k_o)qR1!s^?+%x*?8NNu9`od1!|fOP<%CCJaal5I{QfYN>yX2RpJW+sCjUZ?WYlONh6J zHXW?YIxCurXVWktwHq}jSOF1qYRGr)qrtzIYK__q2G@x5ELPl-)v9Kj{+uxu&; z(bhrOK{*T>6981v*l;4G&>JB75)PD`i{FP|XJ#;$tcFaamEReX{kc19j{@UU#F-buB(dfi&) zr(8W6yXr>^Mc!^*B@fV_Ra<+&>M92h=2NODIy1I!{u6%lKcGNNB_7vor}Y<~{wS2P z0~Od+tB6U#lAv~1EYk@F?yg&CW}NLDlN6%cCJ=;3PQo5EDdS^V7ra0PZJjZ16J@OI zs!JHyKg)!LLZV&In-uM~SRN=je4s=)*gRMwCi4O}Wcn*mDbf2KOL~7lp{VsXB0=bI z2{OZhv(8<{IF#lcIdM$IcbPFWp_0a+OL;tZcmz#Q93<(l?bcOR8ExeixcmdY^pQn5 zA`|GXN=>w7(ohqf+DC@mjR~&@+ThemjGAc6DobQYH86wR-B@56>om;Izxdq81*^R#dt9KV0Ysd)(aj3R|cOq0@v-t0Ug3Js5 z(Y}k5?PbuoP}=`#AJ(flUcA%G{HhGq5q>Bj&lAS_sF_eTpUMRpS zwGZbA?3NqLuDXDMK})C(%FIVHtYPyQr!VPDJ~ig+Q{%oK0_Qwr^pjMd73&k2xOM^) z6I>Nf7*m+Bs90nHYolC5X~!8S^l3y?n|U$)ap}w9fXE!wh0-iYb*J~{j2CJ}z&wpHE! zExL^c(%zjd9T@Lsfou~b8lQo>xyL&W=WwE}|Fm~Rqz+S+;bmlP@P=Bz2WVj+5(BS8 zYKEW*S`>XiTPudHfX)vNP_e@T)YEv1)^5z+>yeLm9uh=={&b7_me9dyOtu+M%gtKS z#h0B7MD-56N1t|x{te2|W1ArIc5{b6(K^hST$Fc6?$~6yI0fH2{Q;K&&>n&axfyW9 zTJ$Pgaa_rv-Bfs&P>ZsdU=;G8VteP7f59r!ualSOT)|+JHBVPc9CAopjZbB+jQLI* zi8?+!Xn6Tq3(g#5b4UHuxP};_T~h;cQ_8*4XRlokw{Dlgs&p||cg}AUj0#bSyATYS zM>G*d9pRH12SY4Wtz|kViqyk}YH5>sQKEJJ>$3vmbp=(v?4 zZ&BZAl!TT>NodgyS8F%5>X)8YEqpH=ois&+D7#>Nn5on``>!YW?P`4&S`)@Xc48+Rb%+^P0YSwSM!8zIjRCyjZ_^ zLEn5z-#lNxc~0Lvt8cE=Z?5W_uL|9tqTZiE_ou#jt$y>WzIjF8yi~t=QQy3vZ$4GO zd0yW1iz?>)e`?yucB%6IPNJ4b4F?&LfB_|9VO&OG0l<2$l;XUKO_z7y2$ zu&XnsKf!LTd^r!dDy%yxuw^f+t6e;irMb3VKeS8?&8_9kr$`5AEY&)M<6wPW)CLR_ zO$_ZhF{Hy~TCxNpr2}kELwCpeWMEr~(Spdhx>^mQGbW=!P?^y15SPy%;Hw+51 zz0-Ox+mOd$*0@zFp*3-zeuU;|UJ=oxdc&`;RN*tQD-W6fSie|*V-CPD^p2PlI}DP* zeBL6<7v?5BO(A^@7Q_xVtl|x%TI;C#JvqA;HX})UCb?* zh_4;|XOXe%!oI19bS3q zmmDzA-e>5)j^<$%kYW9|3zlaBjnMFWi#f}JIml8UG-)3!wp)afX{ntiZD*DC9+UQ- zD(yCtc3YJ;Y0@UEw8W$(Wt!{)-;d%7tawXQGHKE}yNnq+Z!b7U*d#=Nbl9iD5!ulu z*9nce&=M>u}Gy+_Mv9&yMd`_L)DNR0D~e&ZSf24IagH4pytPC~98A zqaz`%9&fc$!k@iuY*zE$+#%XTo2hfTB2N>w`-^Y z=j-un7SFO2`M$^jQ@c3MWE;m+NxqteP-)2taZ37mJ$a6cJsBI1;x)tBzoS9TL%D~c z9B_wEpu^kT;a%?VKE)20{?3Du9-k*jr!2%LO({~c+|x&8s#bA`N?%S#zD!CatSOOb zgA(BoBRTrjeH_UU=mCb2rAJf%NdsvwCjSthh zWwZL<&Ev158Hh3duK)7$B@kg-%^t^e73!r$sE_bq<>>CQhSGuK_CPu~B}f6O4)c{$ z+So+tct6mXXF_^_pz`#rt>aY~mv5wzZEoc7O&eL%;)}y7zIedZ?{oEgH>rNSyTUzM zY=joiBW9JD!U5FTs>cnM^5Rrdrk6c(a-+z!Z?!hz*xGPhU|lrkM<{`{T+D4&$u5%t zk7!F;UdGIgn{&0c6=hv?xcDS5-gb<%fELfVfiFNJJlhC8$HQ^^mi759==kOp0sJ@` z_a}u;tGG`u!09>qQs3^vo-J$UY?#F@4JbQiRcVnKP@B(#+(jQ{zJs$0!uIh0j{Sig zK&xc+4b=)m{<9Y?hpjvXxY?xs}GB-+_qWaK~@m;t$bPP+NJf;)u2;l&6&3kzT zr@W3_KAq-L-q%NaNZ`v9tW_tsSVUm6nXq1`vZg<9Umq;c&LV1paz-8o{q7K z)Va@^oyM3ferzNQ8L1z`%;IN(l37d5W)bA)7IOOW(ZYCHsAjW34Kr`EEYN*#o=u=; zvz8iWQQX>)P1W>hRhPGD0c&8GB`v+R`;h$s8B!2%9AHPb%Xrtn=?`>2Xi(`^?;uz{LvhK81N3^_jD@vI>mNTufy|3dWD|8 zYhR@U6ki6l4~P8WkR>hDk`~t`4Tf+)+>VvBkiW^tJw9!W*)<9)0?WkTl4pK=5Fr(R z$DYsXLm@^koJe{c{JQ^3PFQpNSjMv1A6w911EQzj6ek~+b9dgmaCX^ ziA^pKnN;eH+Kp4?4biw^Qk~}GDN55OWau1vHV!DX(dM(Qn9sI&oj@~5`Wr6ma;Vrm z;SOn)9TKw6wX0si0+NK5Ln(BxboYYhPoSOns~g;D|b2yCuQtI8Kd`tH|f1WZgcPXW$*dA?&!U! zHm2^b_g*CZoA;jmCcS5K@7bfh7u9+XA8C#%d$jj_Zg-zmQnU9)hm>W$HfBg^8L*o} zDlCVT-5gS3Ii&2`kP6EoW#6p#=uF++*pF!zOI!O0T9}%MNl9J&?DLlTpt}B9eFBE* z>t(B)zXX<@&`6=ONK2_|KSAgfD3QZmZ3GhG_UjK2CMboYz*QVE70gYfcLU z19*?tXi~?esh2ID_0IqN^Ol-dSASj?@L%+uEi2)};?(Vynm?91+bot+mn%uTN@dN7 zS5|*mJJW7=US0j+Y%6|TU;W{1hVWHXTBJ|3m9=CqIC#{8VRD#nUBJWmon|xq7;(#N zcP@NuA9jI`oLO+BvgFK?eQE(2N=I&m`-_98p2Ab9!Q!LMk3*Qi(xD*s^r9fdk<7|JGfRK<+rRfa zPd@sGpZ|t+CYwc~%(pK6yO%%xSO5C!fB4+jtuxtea%Sl-|M-9StN-zZm%jM2btZe4 z+`9B1fBS#?i%nmh(-EqYcYWt-aSB+oL+$|!1PYc?bH$*oJ)57JS$ z4XQ_iv$3)n>ZaV!gq*3DFt1D# z`B?6=>NDb=o)!Dq*pw0W$YhaC${}n7Lpi0rA>O{0Gwnvrpds6~E?GZ-P(m6T-wkcC zSyRxdQ6GnmBwUG>uwk}E3m+P2q$%PAMI@H2EGK_5 zIbD3vva(#cnu1N)Cpc6Dx1=b(*TV9{Ir+?|WPUo!rBLETCZf`jT|X=2bWwcI$g}Y4 z$OOk*;1?ui>4r_8Ubks(xGTfm&kMl}qu=(&DF1>(*XM zACdeCTukDEze3q$XY$+e#O+d-fIp6#OE>H@^w#Zo>voyR{0w>xr83V@201dwW!abb z7~hn*IcaXvdotVjX8Gazn|KfJ&<$>z>=b@ZJaR_TlQTSAy{U5&eqLx!MQ53vq7{C$OCu=z|e0IpEzQ;bw{zYkD`~}&6zhiwidk-~4 z4==q(Zo7}-`rngnll`n0@r%qbyzP$frT>2a!+#$pt0fDJkUG|ha09k|9}*~@izr9x zPn5Bti1f<=KBFddNn`5;iGV0rubz7wvrAGUwub_72W zFCwgW0O0kcp!EX{RObhHpr)U*w*r!l{(8g$ETr@IX7Vo99c98jGkLn;NM;QLfjQv< z1O4D}mvK24`Mkcx-gtpJrH}aoIKJI8fLF=BQKqXMJ zpiTOAXD;g@VY@S*_xWaT!MRs@vR_|-EI3CfskYo$aPGvz^%cnidB67Ri;x9pQF^b( z*2sVP@b$>KUwU!^pl4KVkFi?PFOVlH+TyxZd{9_Ri=P4?!TqQ69{wIVllL)f`?%P5 zD(|1k2N)ZU!Jn^W|j?BnKS^(NlKJ9GmN;8pyD zdZ8zKq+WVw^4^nqpjs5qy7-{-Pr~_Ed-9!d?telcPyuk{q-&iK~5cL7W$w3Z;PcS&$?{mPL z{y+h_$FKVfh(3NDEg)JP{Kt(2U)=*awU=xqE>u%*$@;-8X%viI?t8KiWqE{D29#i| z@4|~I(k$qK>`-_ZVp9mxv0h-x5|MCtDsLfdJCQ9p`6L*+@(51v0b#AlaG6X1oTMz- z;kId&6>OCiY?T#kl@)BMdreiz*NFC^DPP1yvUv=LSevy2e-;>=<)WW`Z)WR6GaPM1F3nMz=PmNAUpc8_d>x6Ib^9KqH3#|px%|?81>m!~P8$=tKezCdC z08KGY!PB30w!%?duQ~t`dLR$9Yz4ILXyh~;pOd)docQcsTBvgXcE@p zN1GvxD!gmYR4NZN4+8s{@)cDgpCG(uRJg{%CHVVSYfh$ZmNHp$GDSm7fTIa64_OGW z(b7NkAe$V&W6!~M&2uoQc@A=C1Kr)RsEkzE_CgWxFfJV2lv9p&RxZ_KPL~7&sJ80t=lZ zw6WK4nd??IN}bgq>`#Id|yHJobd zz&J3yXqDbe&<*(nHG`xv<+Fc1sRd`OTIkf&f>%=u&WKvLYK?NNHJz6BZLS!A-t5AQ z7k(N5EPyJiV8h2b3U%sFu%!K4s~pbl??BYrdN|uPQ4Q$Lw_h~a`bsR;lFBSpGiaV0d01Ogu} zYuF@YT4M?&mp$6RIzg>lQH+3dfzyVSTia=qRtvj$%__0`OST+thzH7sIE6!V76oU` z=E3%uEiHsHflK74Rxj(3K?{LB)&tx|Yj#QE;Wfei*P66`OuTrnv^bWaeD)QqXpku~ znaj8lWT{6CRV7XzEIMzp({I8G1~p^TK}YT-?0Pq3`=3R3E5|!R8;yRyFK%1$iOIMM zCD(jl>gC6uw^XQ^L2-)hO|(GYr)+X@V<)^_yeuYnJPM+1OKYd~WkG>JS%e#VfzA@k z@R_CHQ`x(fL+Cb`)St=a=`2&f!YT4}maAv!cP^z+Eui1PjxLmspW7I@DIv5baHn8_ z+Qpw2MV8|4Rgq2L?+YU90hm+S1f)HX0FZ3mHG>jO%05Ddkev15+jlaXl0;mO-p;TP z7IJF0*oIp2pxX;k|GDQ06G1R^vcMW0fooSNeNOUeDzt?oU5?UzStKq#hD|jlh5^pc zoXRs$(z(%;oH!t-WP0F41}yL%AjE8Nrm2hn7`$SV8{MHs_hGlaR8JR_4$Z6nmwLKQ z=@fNu)2a7!-+7pQKltf&Q8lI zD2eXjq)iO+;$%+LCO9ai=Y|}0HbbH_4fo7va=8?I>NMm?%IR!YPG`5llrEplZWH@( z#IYoS6^Te4xfHBDna#?X>|Js?v*k1jH;qL-XDF9$*q=Ntr&VxLt$xc{en#gBOTmy! zNjNy!w4BKXbUZ=t-S!N1pCt%)6b5%s*I{u2~|O)`?S<&;_}WDfw3jyipwRD`)B;|JBl z=(o;c;;T=jO~;>;*b|btPtFOKPd-Z#qZNe!O~@`5DoE24=WixWA*AU5`LYhM=3$s3 zb^iPYS&ng7K%bvQiScLT;l5^7yALvN=9+S@$WAQO2mcE<&CcbsHo#83R8~@`UuC^- zscWJDSxiv%fzI}|$49ayD^8hlH5XN{oco{kD<-QiH0K-caSPF&wz3ZHv9^uR{cnPC zxnCU3o#(DRqxF%l#I0v{Z6rG!ET7KvvWzm%MZ%FijT`#IVi~U(V7$63OT7PY0nflFK{){qTJ7wpLQ3T z55po$TO05%Mb`!#O>y0#^W0J7^Fi)27H3QIw7TrYW@T+9vXETT0MJRn=vmZ!g6J~W z;oYdtU%YH7No+gV2hSJe%;`L+(&ZwD;h0wP_#44GoPIUH(s+K!{^Sud+DCh=<8Uh3 zE$-(t-Kf}U9VM_A3OKD6N^OJH9x1;dL$yIW`XL6sp~I^;R;{ZZK;sE;M)}8aP9EcV z2T@*cEMrf5d32K8mEXOrW&n8>Q`EV8f*yiN2wW8&`t5#Bh@V+-j;M2g`4vmOUwRZc z``E8tw$$pS%U1f;7P;jU6J#DAW*5)Xc7^@Ulu&Br`>DbL6dax;3Jx|iP=*XQlpcU- z`F`bL-uJ**!NL0!ZBIrTG`uLXfLwDjpDTo=b;4CQSib-y?Q+XC*H>_b)_%6YOZxCK z3`elzrvO}=U@UebTsoy4a(PGlkaP@)LYuG{$u8NZj@VGGIa8}hPN?8yI*ZEe$Rhli zqo{1eQY~v9FGF~}^a%}e69a3LN_RJiqJh^7Yv3|DKTuySC!zicAm0{w6-d-T`spX4 z^fy|PjP%d#~L-HV3`!O5!rk{Y&AT)%wjx%!k?4iBW3N&!Cqmn}j zru&Z}PT09S0XBj)3Dzb%>#|pMpO);ht=29YkO}yZKK8Tb3isB(tgi?x`oh!I6@^%S z{xV0gsDzw2&p)lNC5eTtJv1epv*0%Z9?sYshYub?hIU$CBO1fDsXgAME_V)VNI>dx z-*mZSx}4N{JN-nE`5SsYt$N+(E+4=;kNp~*JaGh}rL6RyMP|Rk9lJk)3h!1O!(h98 z^cIK1)xJb*3;ZD`{dlOX^tW1BFJ|!cnoJXTH34YkZ5C@&M|SCVYW=aHw%?BdI8wi1 zRljyA)w5j1VdirnnWHXUEc>oe?;72MpExBrc-aWF-!mc&(2Q34i3m#FXBA9m*&l&k zIYbefHWg02^eVXYjz|x4(T_+^(NbS}0M)=ehVy7rG`q#UT6w+v>Q}7vpG4%=xS`Q| zGR*o|Z;n=fq`~PiC*rskkQLbkWA0<3fahRLRtCm1Zwx}9I-5}pv{Xhd>q`a@rdUwz z1O?MmR}&U%nHJ+@+J94-7T=~!j|#NQy}hwx5w%n@gLoS|cYo3XZ&Wouk+A`eYE*!L zeJ%4gR{KC=ZK>0xdKi^{e?w;oXqblVl_SCCd7MT7jfQnm>UX!%FwTaC8LQiaY814} zQ4n*x1ZJ`u75FHz%QoRKa--1eBHuzUM0o^xM^{7)QTevYd&H)#suS4p*n2a1C;Z)r z!TusG>k$M3F`uQZk4|JRGsdpfR6-P$&q={D9%+9+k9ad^Ul2jkl-S5Xq;mn+fV00}-y+2=iEVj^*w)gqPq@S&B4~u4bbL@SmDB=2;i# z%Yy}Ho#z%8>lq)offSsw-2t6_z|Atk=#4o=(|OwwAy1lX$`o%px&Uta9{xOEl2IJX z)|4(CPo}jHoads|`atNh9YHoHVOoAD7I_ zw4RK@pqkw>bVw` z;hy^U)Pl1v${tu3TuW~AvSw!QyuqOy6O7C2&X=YUtLBV|E#wOc$SU1p!L7n}!FkP)^3`^5qY-j~k%ogvP7 z`Dm6rp)OJG`CNp4?MlnSu%+4htiI5L)S^yI6{~Os_Tg9-N)l zA|q|N;4DMWL&Cp~zrk+c>QOE%+ArgZ>bx5;d@eV{ZlLhF>WVNe_8FIj;fiR8`Ft7D z)*>kvS44UKMz5DrMn~x+nU}R>Uec2JoG3e0i)dO(rta8MbTw!Qb;-JbN|LU6QD_k; zOZj3|N)=~5pNkW;oI59;(<1wvz+70;!Mbzek``GXATjQC@gh|w;sU%V8bij@2gR3# zi7RUsq+SdyVfb_wnGf;k$z!N4I^(=3GCKEs763LpfD##+!3J>@6b!4u(1b=C)?cp< zj3P|N*kHvKt9|(`g7mLk=CF$2X?-6G0AYT~*3z63>%0pq#S8drEr`ptd(YXx65XWC z5g#$96`y;;dN>}@!>$>W7!wd{3@`liPzr5~E@xezJFJItk^Z_(SiFxK!8Fzj2;+PC ztlS6Ys-@n`MewNzxWXihZ(p&PZS!3OK>zw5|6Ky0$DyLN-TG^DnbPHdFqagyXZ@ME zw6F7Q@p-=aWBUE?`**3d>ll}*- zyq3*haK{$fuIFxVTIj0CZllPco(eGSZNht~Z1vuX_mHc;R?RG|-qPRkv?fkJ?(-y_ ze%v<-H87)?f{58<7ChNV9O{|xGHJC^>@{h%;$F5)qO5fE z%ci^1B7NTFiHUyF4CUaE`rJUHoePdFcGyA0-7RJ}b$WEw_JfRsZsF`Yg;$7L*)38Q zo>_=H!+`mf%So$rIcXVsB;#_@GA<`A?Q%kJ*gi0?a7e>0CvCW#xa@Mm2ueU=Qj2;P zx@y7ywd?^$179uDzK+}`TQ%@Ftd(pnz3k8f%TWV34lYD8gg1&m13F^q7g;IrHg;*o z(PtiB7?-T7^PTO^B7+gN8HUMkpis3M2t_SMD4K%aCCqG67$i6@91LJ^xo(knZ(3vl zkIRfO#bT5iyTdmAxLFN)o;_zf6{$Q$CZ`3tz392xVV-CL_CZ+{2!PMfx z{8KP~1T~4**jwEV5+BqgK7_=FHCM_kBri&GpVSiH9g+A8c0=NyVlXxXycV#?dv7B0 zvSTJ18wSZzwpta=dnsG3O10g(Y$0tpB3?+7Z!Tdia7Bzrm@_BtK+rwdMq>QgOIm20 zps9;oL_N&(28ff>!VE~0T#2Pa(fbR|Mf%zrI?CB;J%Lp^!ilJr7K`)`Jy^FKI>rL3 zftoGU`QLn=1y#NHo7#O`UB<6-$tE6yPykEVBp`mkwL*G{2LxV!L%8&3nuT|i{NkyxfXm;s)%86)snTVq0`zwa^ZLyKV_Y=%BMSQg+3bixHXP`qd}HH}Z_ zCPbX!vU>-wPZ8CD53s;JYZvM7c}!B-;)5$-_p88|$+5Qzv?aAHh|AAf&1ad&+kjNj zcLVf$Ku`R7jAyTC0F@SczJ)eeqYYXM_1?iL*KM4uwqRx85jbZWuf-C;qf!e-i-m