vectorsearch-benchmarks/sweeps.json at master · SearchScale/vectorsearch-benchmarks · GitHub

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{
  "wiki10m": {
    "dataset": "wiki-10m",
    "common-params": {
      "numDocs": 10000000,
      "numQueriesToRun": 500,
      "numWarmUpQueries": 20,
      "flushFreq": 500000,
      "topK": 100,
      "efSearch": 150,
      "queryThreads": 1,
      "vectorColName": "vector",
      "createIndexInMemory": false,
      "cleanIndexDirectory": true,
      "saveResultsOnDisk": true,
 	    "forceMerge": 0,
	    "enableTieredMerge": true
    },
    "algorithms": {
      "LUCENE_HNSW": {
        "hnswIndexDirPath": "hnswIndex",
        "hnswMaxConn": [16, 32, 64, 96, 128],
        "hnswBeamWidth": [64, 128, 256],
        "numIndexThreads": 32
      },
      "CAGRA_HNSW": {
        "cuvsIndexDirPath": "cuvsIndex",
        "cagraGraphDegree": [16, 32, 64],
        "cagraIntermediateGraphDegree": [64, 128],
        "cuvsWriterThreads": 32,
        "numIndexThreads": 32
      }
    }
  },
  "sift-1m": {
    "dataset": "sift-1m",
    "common-params": {
      "numDocs": 1000000,
      "numQueriesToRun": 500,
      "numWarmUpQueries": 50,
      "flushFreq": 500000,
      "topK": 100,
      "efSearch": 150,
      "queryThreads": 1,
      "vectorColName": "vector",
      "createIndexInMemory": false,
      "cleanIndexDirectory": true,
      "saveResultsOnDisk": true
    },
    "algorithms": {
      "CAGRA_HNSW": {
        "cuvsIndexDirPath": "cuvsIndex",
        "cagraGraphDegree": [32, 64],
        "cagraIntermediateGraphDegree": [64, 128],
        "cuvsWriterThreads": 32,
        "numIndexThreads": 32
      },
      "LUCENE_HNSW": {
        "hnswIndexDirPath": "hnswIndex",
        "hnswMaxConn": [32, 64, 96, 128],
        "hnswBeamWidth": [128, 256],
        "numIndexThreads": 32
      }
    }
  }
}