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wifi-densepose/vendor/ruvector/bench_results/comparison_benchmark.json

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[
{
"name": "ruvector_optimized",
"dataset": "synthetic",
"dimensions": 384,
"num_vectors": 10000,
"num_queries": 100,
"k": 10,
"qps": 1215.8984855108915,
"latency_p50": 0.78,
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"latency_p99": 0.78,
"latency_p999": 0.78,
"recall_at_1": 1.0,
"recall_at_10": 1.0,
"recall_at_100": 1.0,
"memory_mb": 0.0,
"build_time_secs": 0.0,
"metadata": {
"system": "ruvector"
}
},
{
"name": "ruvector_no_quant",
"dataset": "synthetic",
"dimensions": 384,
"num_vectors": 10000,
"num_queries": 100,
"k": 10,
"qps": 1218.0020656584231,
"latency_p50": 0.775,
"latency_p95": 0.775,
"latency_p99": 0.775,
"latency_p999": 0.775,
"recall_at_1": 1.0,
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"recall_at_100": 1.0,
"memory_mb": 0.0,
"build_time_secs": 0.0,
"metadata": {
"system": "ruvector_no_quant"
}
},
{
"name": "python_baseline",
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"dimensions": 384,
"num_vectors": 10000,
"num_queries": 100,
"k": 10,
"qps": 77.46019665191933,
"latency_p50": 11.879000000000001,
"latency_p95": 11.879000000000001,
"latency_p99": 11.879000000000001,
"latency_p999": 11.879000000000001,
"recall_at_1": 1.0,
"recall_at_10": 1.0,
"recall_at_100": 1.0,
"memory_mb": 0.0,
"build_time_secs": 0.0,
"metadata": {
"simulated": "true",
"system": "python_numpy"
}
},
{
"name": "brute_force",
"dataset": "synthetic",
"dimensions": 384,
"num_vectors": 10000,
"num_queries": 100,
"k": 10,
"qps": 12.174453737434945,
"latency_p50": 77.759,
"latency_p95": 77.759,
"latency_p99": 77.759,
"latency_p999": 77.759,
"recall_at_1": 1.0,
"recall_at_10": 1.0,
"recall_at_100": 1.0,
"memory_mb": 0.0,
"build_time_secs": 0.0,
"metadata": {
"system": "brute_force",
"simulated": "true",
"slowdown_factor": "100"
}
}
]