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rust-0.1-filter-vbase-200.json
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{
"result_group": "hybrid_search",
"meta": {
"engine": {
"name": "pgvector",
"branch": "master",
"version": "pg16-v0.0.0-nightly.20240112",
"commit": "sha256:38c7e5c4fa3afd48fb4911b3f96489ac287b59f8bfdd9b7b55c0eca898ffec21",
"link": "https://github.com/tensorchord/pgvecto.rs",
"remark": "pgvector implemented in RUST",
"other": "Client resource: 4c 8g, Server resource: 4c 32g"
},
"index_type": "HNSW",
"dataset": "laion-768-5m-ip-probability",
"dataset_group": "laion-768-5m-ip-probability",
"dataset_tag": "filter",
"platform": "CloudTest_v0.0.4",
"time_stamp": 1705161398957,
"run_date": "2024-01-13 15:56:38"
},
"index_create_parameter": {
"m": 12,
"ef_construction": 100
},
"index_search_parameter": {
"parallel": 8,
"top": 10,
"params": {
"hnsw.ef_search": 100,
"vbase_range": 200
},
"query_meta": {
"probability": 0.1
}
},
"data_upload_parameter": {
"parallel": 16,
"batch_size": 64,
"optimizers": {}
},
"search_results": {
"total_time": 10.283038407997083,
"mean_time": 0.009547672342847363,
"mean_precisions": 0.949275,
"std_time": 0.0020298903507267466,
"min_time": 0.0026387210018583573,
"max_time": 0.02156740899954457,
"rps": 777.9801730370305,
"p95_time": 0.0131546343991431,
"p99_time": 0.01522144211074192,
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