DiskANN/diskann-benchmark/example/async-multi-attribute-diversity.json at c2ec3c7ba63203d6d27ed4dab10419a5a2280968 · microsoft/DiskANN · GitHub

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{
  "search_directories": [
    "test_data/disk_index_search"
  ],
  "jobs": [
    {
      "type": "async-index-build",
      "content": {
        "source": {
          "index-source": "Build",
          "data_type": "float32",
          "data": "disk_index_siftsmall_learn_256pts_data.fbin",
          "distance": "squared_l2",
          "max_degree": 32,
          "l_build": 50,
          "alpha": 1.2,
          "backedge_ratio": 1.0,
          "num_threads": 1,
          "start_point_strategy": "medoid",
          "num_insert_attempts": 1,
          "saturate_inserts": false
        },
        "search_phase": {
          "search-type": "topk",
          "queries": "disk_index_sample_query_10pts.fbin",
          "groundtruth": "disk_index_10pts_idx_uint32_truth_search_res.bin",
          "reps": 5,
          "num_threads": [
            1
          ],
          "runs": [
            {
              "search_n": 20,
              "search_l": [
                20,
                30,
                40
              ],
              "recall_k": 10
            }
          ]
        }
      }
    },
    {
      "type": "async-index-build",
      "content": {
        "source": {
          "index-source": "Build",
          "data_type": "float32",
          "data": "disk_index_siftsmall_learn_256pts_data.fbin",
          "distance": "squared_l2",
          "max_degree": 32,
          "l_build": 50,
          "alpha": 1.2,
          "backedge_ratio": 1.0,
          "num_threads": 1,
          "start_point_strategy": "medoid",
          "num_insert_attempts": 1,
          "saturate_inserts": false
        },
        "search_phase": {
          "search-type": "topk",
          "queries": "disk_index_sample_query_10pts.fbin",
          "groundtruth": "disk_index_10pts_idx_uint32_truth_search_res.bin",
          "reps": 5,
          "num_threads": [
            1
          ],
          "runs": [
            {
              "search_n": 20,
              "search_l": [
                20,
                30,
                40
              ],
              "recall_k": 10
            }
          ],
          "multi_attribute_diversity_eta": 0.01,
          "multi_attribute_diversity_power": 2.0,
          "multi_attribute_diversity_results_k": 10
        }
      }
    }
  ]
}