[https://nvbugs/6312828][fix] Recover disaggregated requests after timeouts by chienchunhung · Pull Request #16402 · NVIDIA/TensorRT-LLM

chienchunhung · 2026-07-15T05:08:06Z

Summary

Fixes NVBug 6312828, where high-concurrency disaggregated Qwen3-32B requests could become terminal at the HTTP layer while backend KV-transfer work remained stranded, preventing service recovery.

The change aligns serving, executor, and C++ transceiver lifecycle state. It does not enable in-flight C++ cancellation or tune admission policy.

Change Breakdown

The PR changes 30 existing files (+5,379/-422). Most of the diff is regression coverage, not production logic:

Scope	Diff	Purpose
Serving/HTTP production	`+785/-138`	Propagate one deadline; define 504/SSE terminal behavior; bound retry, reservation, task, stream, and shutdown cleanup
PyExecutor production	`+428/-59`	Terminalize queued cancellations; continue polling/reaping asynchronous transfers; coordinate rank-wide drain
C++ transceiver production	`+364/-65`	Make default-off cancellation phase-safe; reject late/replayed handshakes; bound retained handshake state
Tests and CI configuration	`+3,802/-160`	Add C++/Python lifecycle matrices, the 10K stress-and-recovery checks, QA accounting, and waiver updates

Production code totals +1,577/-262; tests and CI configuration account for about 68% of total churn. There are no generated, vendored, binary, or copied-fixture changes.

Fix Scope

Apply one request deadline across routing, CTX/GEN dispatch, retries, and response streaming.
Return HTTP 504 before headers; after SSE begins, emit an in-band timeout error followed by [DONE]. Expired requests and upstream 504 responses are not retried.
Make coordinator accounting, reservations, sibling tasks, upstream streams, shutdown, and request cleanup cancellation-safe and bounded. Queued requests reach a terminal state before executor bookkeeping is removed.
Keep an otherwise-idle CTX executor polling while any rank owns asynchronous KV-transfer work, and defer drain-required control operations until every rank releases ownership.
Make default-off C++ cancellation phase-safe: cancellation wins before peer-session publication; after the first peer arrives, the transfer drains naturally. GEN remains observe-only until C++ reports a rank-consistent terminal result.
Reject late or replayed handshakes with ready=false, and bound retained pre-handshake/finalized state.
Preserve the reported workload at 10,000 requests and concurrency 512, with a 180-second request deadline and 5-second/10-second heartbeat settings.

Scope boundaries:

C++ in-flight transfer cancellation remains disabled by default; permanently wedged active transport operations are not claimed resolved.
The Python V2 transceiver protocol is unchanged, and kv_transfer_admission_window_multiplier remains 1.
B200 DeepSeek (NVBug 6472256) and H100 Qwen3.5 (NVBug 6479324) are separate workloads and are not claimed resolved here.

Validation

Current head: d97d6c7cf53f72a68a4e42ed6fde6cff14a149a1

Full pre-merge CI passed on the current head: helper #62586 / pipeline #50728 / report. The fresh rerun reported 411 passed, 0 failed, and 193 skipped, while reusing 77 successful same-head stages.
The exact B200 and H100 Qwen3-32B stress leaves passed focused QA on earlier production revision fca8e33571 and are unwaived. These exact QA-only workloads were not rerun on final head d97d6c7; the current-head evidence is the full CI result above.

Test / workload	Evidence	Result and waiver status
B200 `test_disaggregated_stress_test[input8k-output1k-conc512-qwen3_32b_fp8_stress]` 10,000 requests, concurrency 512	helper #60877 / QA #311 at `fca8e33571`	Passed; unwaived
H100 `test_disaggregated_stress_test[input8k-output1k-conc512-qwen3_32b_fp8_stress]` 10,000 requests, concurrency 512	Test-only mirror PR #16641: helper #60878 / QA #312 / cluster #1767 at `fca8e33571`	Leaf passed; 10,000 terminal records and GSM8K recovery score 0.674 (>0.42); unwaived. QA was overall unstable because the separate Qwen3.5 leaf failed.
B200 `test_disaggregated_stress_test[input8k-output1k-conc512-deepseek_r1_v2_fp4_stress]` 35,000 requests (NVBug 6472256)	Not verified or claimed resolved here	Remains waived
H100 `test_disaggregated_stress_test[input8k-output1k-conc512-qwen3_5_4b_fp8_stress]` 3,000 requests (NVBug 6479324)	Executed alongside Qwen3-32B in QA #312; failed on the separate hybrid-cache dtype issue targeted by PR #16505	Excluded; remains waived

chienchunhung · 2026-07-15T05:37:38Z

/bot run --only-qa-verify test disaggregated/test_disaggregated.py::test_disaggregated_stress_test[input8k-output1k-conc512-qwen3_32b_fp8_stress]

tensorrt-cicd · 2026-07-15T05:43:30Z

PR_Github #59370 [ run ] triggered by Bot. Commit: fb8b982 Link to invocation

…16402) This update ensures that commented-out lines in the Groovy configuration are ignored during stage parsing, preventing disabled stage configurations from being processed. Signed-off-by: yufeiwu-nv <230315618+yufeiwu-nv@users.noreply.github.com>

tensorrt-cicd · 2026-07-15T12:32:17Z

PR_Github #59370 [ run ] completed with state FAILURE. Commit: fb8b982
LLM_FUNCTION_AUTO_V2C #262 completed with status: 'UNSTABLE'
QA verify test: disaggregated/test_disaggregated.py::test_disaggregated_stress_test[input8k-output1k-conc512-qwen3_32b_fp8_stress] (NVBug 6312828, branch codex/nvbug6312828-proxy-deadline, fork chienchunhung, dry_run_close=true)

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chienchunhung · 2026-07-15T18:42:24Z

/bot run --only-qa-verify test disaggregated/test_disaggregated.py::test_disaggregated_stress_test[input8k-output1k-conc512-qwen3_32b_fp8_stress]

tensorrt-cicd · 2026-07-15T19:06:55Z

PR_Github #59512 [ kill ] triggered by Bot. Commit: 0ad94a2 Link to invocation

tensorrt-cicd · 2026-07-15T19:07:08Z

PR_Github #59512 [ kill ] completed with state SUCCESS. Commit: 0ad94a2
Successfully killed previous jobs for commit 0ad94a2

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chienchunhung · 2026-07-15T19:07:39Z

/bot run --only-qa-verify test disaggregated/test_disaggregated.py::test_disaggregated_stress_test[input8k-output1k-conc512-qwen3_32b_fp8_stress]

tensorrt-cicd · 2026-07-15T19:14:14Z

PR_Github #59514 [ run ] triggered by Bot. Commit: 0ad94a2 Link to invocation

chienchunhung · 2026-07-15T22:46:01Z

/bot run --only-qa-verify test disaggregated/test_disaggregated.py::test_disaggregated_stress_test[input8k-output1k-conc512-qwen3_32b_fp8_stress]

tensorrt-cicd · 2026-07-15T22:51:30Z

PR_Github #59545 [ run ] triggered by Bot. Commit: 6fa5884 Link to invocation

tensorrt-cicd · 2026-07-16T04:03:11Z

PR_Github #59545 [ run ] completed with state FAILURE. Commit: 6fa5884
LLM_FUNCTION_AUTO_V2C #270 completed with status: 'UNSTABLE'
QA verify test: disaggregated/test_disaggregated.py::test_disaggregated_stress_test[input8k-output1k-conc512-qwen3_32b_fp8_stress] (NVBug 6312828, branch codex/nvbug6312828-proxy-deadline, fork chienchunhung, dry_run_close=true)

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chienchunhung · 2026-07-16T15:19:18Z

/bot run --only-qa-verify test disaggregated/test_disaggregated.py::test_disaggregated_stress_test[input8k-output1k-conc512-qwen3_32b_fp8_stress]

tensorrt-cicd · 2026-07-16T15:26:01Z

PR_Github #59737 [ run ] triggered by Bot. Commit: 92bfff6 Link to invocation

tensorrt-cicd · 2026-07-16T16:22:35Z

PR_Github #59737 [ run ] completed with state FAILURE. Commit: 92bfff6
LLM_FUNCTION_AUTO_V2C #271 completed with status: 'UNSTABLE'
QA verify test: disaggregated/test_disaggregated.py::test_disaggregated_stress_test[input8k-output1k-conc512-qwen3_32b_fp8_stress] (NVBug 6312828, branch codex/nvbug6312828-proxy-deadline, fork chienchunhung, dry_run_close=true)

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chienchunhung · 2026-07-17T03:15:52Z

/bot run --only-qa-verify test disaggregated/test_disaggregated.py::test_disaggregated_stress_test[input8k-output1k-conc512-qwen3_32b_fp8_stress]

tensorrt-cicd · 2026-07-17T03:21:35Z

PR_Github #59856 [ run ] triggered by Bot. Commit: f58de71 Link to invocation

tensorrt-cicd · 2026-07-17T04:35:11Z

PR_Github #59856 [ run ] completed with state FAILURE. Commit: f58de71
LLM_FUNCTION_AUTO_V2C #272 completed with status: 'UNSTABLE'
QA verify test: disaggregated/test_disaggregated.py::test_disaggregated_stress_test[input8k-output1k-conc512-qwen3_32b_fp8_stress] (NVBug 6312828, branch codex/nvbug6312828-proxy-deadline, fork chienchunhung, dry_run_close=true)

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chienchunhung · 2026-07-17T05:24:41Z

/bot run --only-qa-verify test disaggregated/test_disaggregated.py::test_disaggregated_stress_test[input8k-output1k-conc512-qwen3_32b_fp8_stress]

tensorrt-cicd · 2026-07-17T05:30:21Z

PR_Github #59886 [ run ] triggered by Bot. Commit: e877ea8 Link to invocation

tensorrt-cicd · 2026-07-17T07:24:59Z

PR_Github #59886 [ run ] completed with state FAILURE. Commit: e877ea8
LLM_FUNCTION_AUTO_V2C #273 completed with status: 'UNSTABLE'
QA verify test: disaggregated/test_disaggregated.py::test_disaggregated_stress_test[input8k-output1k-conc512-qwen3_32b_fp8_stress] (NVBug 6312828, branch codex/nvbug6312828-proxy-deadline, fork chienchunhung, dry_run_close=true)

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chienchunhung · 2026-07-27T17:25:39Z

/bot run --disable-fail-fast

tensorrt-cicd · 2026-07-27T17:32:52Z

PR_Github #61959 [ run ] triggered by Bot. Commit: cdd5594 Link to invocation

tensorrt-cicd · 2026-07-27T21:25:27Z

PR_Github #61959 [ run ] completed with state FAILURE. Commit: cdd5594
/LLM/main/L0_MergeRequest_PR pipeline #50148 completed with status: 'FAILURE'

CI Report

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Signed-off-by: Chien-Chun Hung <2679986+chienchunhung@users.noreply.github.com>

chienchunhung · 2026-07-28T01:37:17Z

/bot run --disable-fail-fast

tensorrt-cicd · 2026-07-28T01:43:06Z

PR_Github #62054 [ run ] triggered by Bot. Commit: d97d6c7 Link to invocation

tensorrt-cicd · 2026-07-28T05:56:24Z

PR_Github #62054 [ run ] completed with state SUCCESS. Commit: d97d6c7
/LLM/main/L0_MergeRequest_PR pipeline #50237 completed with status: 'FAILURE'

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chienchunhung · 2026-07-28T16:23:09Z

/bot run --disable-fail-fast --stage-list "DGX_H100-PyTorch-4"

tensorrt-cicd · 2026-07-28T16:29:07Z

PR_Github #62234 [ run ] triggered by Bot. Commit: d97d6c7 Link to invocation

tensorrt-cicd · 2026-07-28T17:39:24Z

PR_Github #62234 [ run ] completed with state SUCCESS. Commit: d97d6c7
/LLM/main/L0_MergeRequest_PR pipeline #50403 (Partly Tested) completed with status: 'SUCCESS'
Pipeline passed with automatic retried tests. Check the rerun report for details.

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chienchunhung · 2026-07-28T19:37:35Z

/bot run --disable-fail-fast

tensorrt-cicd · 2026-07-28T19:44:00Z

PR_Github #62279 [ run ] triggered by Bot. Commit: d97d6c7 Link to invocation

tensorrt-cicd · 2026-07-28T22:54:11Z

PR_Github #62279 [ run ] completed with state FAILURE. Commit: d97d6c7
/LLM/main/L0_MergeRequest_PR pipeline #50447 completed with status: 'FAILURE'

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chienchunhung · 2026-07-29T00:16:12Z

/bot run --disable-fail-fast

tensorrt-cicd · 2026-07-29T00:22:59Z

PR_Github #62344 [ run ] triggered by Bot. Commit: d97d6c7 Link to invocation

tensorrt-cicd · 2026-07-29T02:48:48Z

PR_Github #62344 [ run ] completed with state FAILURE. Commit: d97d6c7
/LLM/main/L0_MergeRequest_PR pipeline #50511 completed with status: 'FAILURE'

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chienchunhung · 2026-07-29T19:31:35Z

/bot run --disable-fail-fast

tensorrt-cicd · 2026-07-29T19:39:02Z

PR_Github #62586 [ run ] triggered by Bot. Commit: d97d6c7 Link to invocation

tensorrt-cicd · 2026-07-29T22:07:45Z

PR_Github #62586 [ run ] completed with state SUCCESS. Commit: d97d6c7
/LLM/main/L0_MergeRequest_PR pipeline #50728 completed with status: 'SUCCESS'
Pipeline passed with automatic retried tests. Check the rerun report for details.

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moraxu · 2026-08-12T01:22:41Z

FYI, also merged #17427

github-actions Bot assigned chienchunhung Jul 15, 2026

chienchunhung added the api-compatible Accepted LLM API contract change that is backwards-compatible label Jul 15, 2026

chienchunhung mentioned this pull request Jul 15, 2026

[https://nvbugs/6448152][perf] TEST ONLY; DO NOT REVIEW: diagnose local CTX completion #16449

Closed

chienchunhung force-pushed the codex/nvbug6312828-proxy-deadline branch from 92bfff6 to f58de71 Compare July 17, 2026 02:48

NVIDIA deleted a comment from tensorrt-cicd Jul 17, 2026

chienchunhung added 9 commits July 27, 2026 18:33

[NVBUG 6312828][fix] Terminalize disaggregated request timeouts

5025449

Signed-off-by: Chien-Chun Hung <2679986+chienchunhung@users.noreply.github.com>

[NVBUG 6312828][test] Bound post-stress recovery concurrency

f9eef2f

Signed-off-by: Chien-Chun Hung <2679986+chienchunhung@users.noreply.github.com>

[NVBUG 6312828][test] Gate post-stress recovery readiness

624a825

Signed-off-by: Chien-Chun Hung <2679986+chienchunhung@users.noreply.github.com>

[NVBUG 6312828][fix] Reap idle context transfers safely

5121cb9

Signed-off-by: Chien-Chun Hung <2679986+chienchunhung@users.noreply.github.com>

[NVBUG 6312828][fix] Coordinate default-off transfer cleanup

af22afc

Signed-off-by: Chien-Chun Hung <2679986+chienchunhung@users.noreply.github.com>

[NVBUG 6312828][fix] Reject replayed KV handshakes

1e4b9c5

Signed-off-by: Chien-Chun Hung <2679986+chienchunhung@users.noreply.github.com>

[NVBUG 6312828][test] Correct transfer cleanup assertions

db4df3e

Signed-off-by: Chien-Chun Hung <2679986+chienchunhung@users.noreply.github.com>

[NVBUG 6312828][fix] Repair focused CI regressions

49f0ac1

Signed-off-by: Chien-Chun Hung <2679986+chienchunhung@users.noreply.github.com>

[NVBUG 6312828][fix] Bound pre-handshake cancellation state

d97d6c7

Signed-off-by: Chien-Chun Hung <2679986+chienchunhung@users.noreply.github.com>

chienchunhung force-pushed the codex/nvbug6312828-proxy-deadline branch from cdd5594 to d97d6c7 Compare July 28, 2026 01:36

chienchunhung mentioned this pull request Aug 4, 2026

[https://nvbugs/6480621][feat] disagg serving lifecycle fixes and orchestrator diagnostics #16880

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Summary

Change Breakdown

Fix Scope

Validation

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chienchunhung commented Jul 15, 2026 •

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