Squashed 'vendor/ruvector/' content from commit b64c2172
git-subtree-dir: vendor/ruvector git-subtree-split: b64c21726f2bb37286d9ee36a7869fef60cc6900
This commit is contained in:
ruv
5
bench_results/comparison_benchmark.csv
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5
bench_results/comparison_benchmark.csv
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name,dataset,dimensions,num_vectors,num_queries,k,qps,p50,p95,p99,p999,recall@1,recall@10,recall@100,memory_mb,build_time
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ruvector_optimized,synthetic,384,10000,100,10,1215.90,0.78,0.78,0.78,0.78,1.0000,1.0000,1.0000,0.00,0.00
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ruvector_no_quant,synthetic,384,10000,100,10,1218.00,0.78,0.78,0.78,0.78,1.0000,1.0000,1.0000,0.00,0.00
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python_baseline,synthetic,384,10000,100,10,77.46,11.88,11.88,11.88,11.88,1.0000,1.0000,1.0000,0.00,0.00
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brute_force,synthetic,384,10000,100,10,12.17,77.76,77.76,77.76,77.76,1.0000,1.0000,1.0000,0.00,0.00
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89
bench_results/comparison_benchmark.json
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89
bench_results/comparison_benchmark.json
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[
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{
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"name": "ruvector_optimized",
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"dataset": "synthetic",
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"dimensions": 384,
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"num_vectors": 10000,
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"num_queries": 100,
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"k": 10,
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"qps": 1215.8984855108915,
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"latency_p50": 0.78,
|
||||
"latency_p95": 0.78,
|
||||
"latency_p99": 0.78,
|
||||
"latency_p999": 0.78,
|
||||
"recall_at_1": 1.0,
|
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"recall_at_10": 1.0,
|
||||
"recall_at_100": 1.0,
|
||||
"memory_mb": 0.0,
|
||||
"build_time_secs": 0.0,
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"metadata": {
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"system": "ruvector"
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}
|
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},
|
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{
|
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"name": "ruvector_no_quant",
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"dataset": "synthetic",
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"dimensions": 384,
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"num_vectors": 10000,
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"num_queries": 100,
|
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"k": 10,
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"qps": 1218.0020656584231,
|
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"latency_p50": 0.775,
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"latency_p95": 0.775,
|
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"latency_p99": 0.775,
|
||||
"latency_p999": 0.775,
|
||||
"recall_at_1": 1.0,
|
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"recall_at_10": 1.0,
|
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"recall_at_100": 1.0,
|
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"memory_mb": 0.0,
|
||||
"build_time_secs": 0.0,
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"metadata": {
|
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"system": "ruvector_no_quant"
|
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}
|
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},
|
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{
|
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"name": "python_baseline",
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"dataset": "synthetic",
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"dimensions": 384,
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"num_vectors": 10000,
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"num_queries": 100,
|
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"k": 10,
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"qps": 77.46019665191933,
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"latency_p50": 11.879000000000001,
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"latency_p95": 11.879000000000001,
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"latency_p99": 11.879000000000001,
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"latency_p999": 11.879000000000001,
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"recall_at_1": 1.0,
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"recall_at_10": 1.0,
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"recall_at_100": 1.0,
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"memory_mb": 0.0,
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"build_time_secs": 0.0,
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"metadata": {
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"simulated": "true",
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"system": "python_numpy"
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}
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},
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{
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"name": "brute_force",
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"dataset": "synthetic",
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"dimensions": 384,
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"num_vectors": 10000,
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"num_queries": 100,
|
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"k": 10,
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"qps": 12.174453737434945,
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"latency_p50": 77.759,
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"latency_p95": 77.759,
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"latency_p99": 77.759,
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"latency_p999": 77.759,
|
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"recall_at_1": 1.0,
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"recall_at_10": 1.0,
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"recall_at_100": 1.0,
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"memory_mb": 0.0,
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"build_time_secs": 0.0,
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"metadata": {
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"system": "brute_force",
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"simulated": "true",
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"slowdown_factor": "100"
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}
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}
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]
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84
bench_results/comparison_benchmark.md
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bench_results/comparison_benchmark.md
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# Ruvector Benchmark Results
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Generated: 2026-01-18 21:59:06 UTC
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## ruvector_optimized
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**Dataset:** synthetic (384D, 10000 vectors)
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### Performance
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- **QPS:** 1215.90
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- **Latency (p50):** 0.78ms
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- **Latency (p95):** 0.78ms
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- **Latency (p99):** 0.78ms
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- **Latency (p99.9):** 0.78ms
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### Recall
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- **Recall@1:** 100.00%
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- **Recall@10:** 100.00%
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- **Recall@100:** 100.00%
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### Resources
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- **Memory:** 0.00 MB
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- **Build Time:** 0.00s
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## ruvector_no_quant
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**Dataset:** synthetic (384D, 10000 vectors)
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### Performance
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- **QPS:** 1218.00
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- **Latency (p50):** 0.78ms
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- **Latency (p95):** 0.78ms
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- **Latency (p99):** 0.78ms
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- **Latency (p99.9):** 0.78ms
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### Recall
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- **Recall@1:** 100.00%
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- **Recall@10:** 100.00%
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- **Recall@100:** 100.00%
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### Resources
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- **Memory:** 0.00 MB
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- **Build Time:** 0.00s
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## python_baseline
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||||
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**Dataset:** synthetic (384D, 10000 vectors)
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### Performance
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||||
- **QPS:** 77.46
|
||||
- **Latency (p50):** 11.88ms
|
||||
- **Latency (p95):** 11.88ms
|
||||
- **Latency (p99):** 11.88ms
|
||||
- **Latency (p99.9):** 11.88ms
|
||||
|
||||
### Recall
|
||||
- **Recall@1:** 100.00%
|
||||
- **Recall@10:** 100.00%
|
||||
- **Recall@100:** 100.00%
|
||||
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||||
### Resources
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||||
- **Memory:** 0.00 MB
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- **Build Time:** 0.00s
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## brute_force
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**Dataset:** synthetic (384D, 10000 vectors)
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### Performance
|
||||
- **QPS:** 12.17
|
||||
- **Latency (p50):** 77.76ms
|
||||
- **Latency (p95):** 77.76ms
|
||||
- **Latency (p99):** 77.76ms
|
||||
- **Latency (p99.9):** 77.76ms
|
||||
|
||||
### Recall
|
||||
- **Recall@1:** 100.00%
|
||||
- **Recall@10:** 100.00%
|
||||
- **Recall@100:** 100.00%
|
||||
|
||||
### Resources
|
||||
- **Memory:** 0.00 MB
|
||||
- **Build Time:** 0.00s
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||||
|
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14
bench_results/latency_benchmark.csv
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bench_results/latency_benchmark.csv
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name,dataset,dimensions,num_vectors,num_queries,k,qps,p50,p95,p99,p999,recall@1,recall@10,recall@100,memory_mb,build_time
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||||
single_threaded,synthetic,384,50000,1000,10,394.26,1.80,1.84,1.84,1.84,1.0000,1.0000,1.0000,0.00,0.00
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multi_threaded_1,synthetic,384,50000,1000,10,3590.55,2.87,4.92,5.92,11.26,1.0000,1.0000,1.0000,0.00,0.00
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multi_threaded_4,synthetic,384,50000,1000,10,3158.70,2.83,5.98,9.63,13.10,1.0000,1.0000,1.0000,0.00,0.00
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multi_threaded_8,synthetic,384,50000,1000,10,3264.20,2.80,5.17,8.28,10.93,1.0000,1.0000,1.0000,0.00,0.00
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multi_threaded_16,synthetic,384,50000,1000,10,3597.27,2.86,5.11,8.47,14.48,1.0000,1.0000,1.0000,0.00,0.00
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ef_search_50,synthetic,384,50000,1000,10,673.83,1.35,1.35,1.35,1.35,1.0000,1.0000,1.0000,0.00,0.00
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||||
ef_search_100,synthetic,384,50000,1000,10,596.16,1.37,1.38,1.38,1.38,1.0000,1.0000,1.0000,0.00,0.00
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ef_search_200,synthetic,384,50000,1000,10,571.80,1.40,1.41,1.41,1.41,1.0000,1.0000,1.0000,0.00,0.00
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ef_search_400,synthetic,384,50000,1000,10,434.02,1.97,1.98,1.98,1.98,1.0000,1.0000,1.0000,0.00,0.00
|
||||
ef_search_800,synthetic,384,50000,1000,10,434.06,1.77,1.82,1.82,1.82,1.0000,1.0000,1.0000,0.00,0.00
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quantization_none,synthetic,384,50000,1000,10,423.80,1.70,1.77,1.77,1.77,1.0000,1.0000,1.0000,0.00,0.00
|
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quantization_scalar,synthetic,384,50000,1000,10,411.33,1.75,1.82,1.82,1.82,1.0000,1.0000,1.0000,0.00,0.00
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quantization_binary,synthetic,384,50000,1000,10,440.34,1.70,1.75,1.75,1.75,1.0000,1.0000,1.0000,0.00,0.00
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|
273
bench_results/latency_benchmark.json
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273
bench_results/latency_benchmark.json
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[
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||||
{
|
||||
"name": "single_threaded",
|
||||
"dataset": "synthetic",
|
||||
"dimensions": 384,
|
||||
"num_vectors": 50000,
|
||||
"num_queries": 1000,
|
||||
"k": 10,
|
||||
"qps": 394.2612773048821,
|
||||
"latency_p50": 1.802,
|
||||
"latency_p95": 1.84,
|
||||
"latency_p99": 1.84,
|
||||
"latency_p999": 1.84,
|
||||
"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": {}
|
||||
},
|
||||
{
|
||||
"name": "multi_threaded_1",
|
||||
"dataset": "synthetic",
|
||||
"dimensions": 384,
|
||||
"num_vectors": 50000,
|
||||
"num_queries": 1000,
|
||||
"k": 10,
|
||||
"qps": 3590.5525338642337,
|
||||
"latency_p50": 2.8725,
|
||||
"latency_p95": 4.9171249999999995,
|
||||
"latency_p99": 5.915125000000001,
|
||||
"latency_p999": 11.257,
|
||||
"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": {
|
||||
"threads": "1"
|
||||
}
|
||||
},
|
||||
{
|
||||
"name": "multi_threaded_4",
|
||||
"dataset": "synthetic",
|
||||
"dimensions": 384,
|
||||
"num_vectors": 50000,
|
||||
"num_queries": 1000,
|
||||
"k": 10,
|
||||
"qps": 3158.700202068685,
|
||||
"latency_p50": 2.83425,
|
||||
"latency_p95": 5.983750000000001,
|
||||
"latency_p99": 9.629083,
|
||||
"latency_p999": 13.0975,
|
||||
"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": {
|
||||
"threads": "4"
|
||||
}
|
||||
},
|
||||
{
|
||||
"name": "multi_threaded_8",
|
||||
"dataset": "synthetic",
|
||||
"dimensions": 384,
|
||||
"num_vectors": 50000,
|
||||
"num_queries": 1000,
|
||||
"k": 10,
|
||||
"qps": 3264.1971800718075,
|
||||
"latency_p50": 2.799334,
|
||||
"latency_p95": 5.170167,
|
||||
"latency_p99": 8.281,
|
||||
"latency_p999": 10.929542,
|
||||
"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": {
|
||||
"threads": "8"
|
||||
}
|
||||
},
|
||||
{
|
||||
"name": "multi_threaded_16",
|
||||
"dataset": "synthetic",
|
||||
"dimensions": 384,
|
||||
"num_vectors": 50000,
|
||||
"num_queries": 1000,
|
||||
"k": 10,
|
||||
"qps": 3597.266257507607,
|
||||
"latency_p50": 2.859084,
|
||||
"latency_p95": 5.105084000000001,
|
||||
"latency_p99": 8.471042,
|
||||
"latency_p999": 14.47975,
|
||||
"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": {
|
||||
"threads": "16"
|
||||
}
|
||||
},
|
||||
{
|
||||
"name": "ef_search_50",
|
||||
"dataset": "synthetic",
|
||||
"dimensions": 384,
|
||||
"num_vectors": 50000,
|
||||
"num_queries": 1000,
|
||||
"k": 10,
|
||||
"qps": 673.8290389990807,
|
||||
"latency_p50": 1.346,
|
||||
"latency_p95": 1.349,
|
||||
"latency_p99": 1.349,
|
||||
"latency_p999": 1.349,
|
||||
"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": {
|
||||
"ef_search": "50"
|
||||
}
|
||||
},
|
||||
{
|
||||
"name": "ef_search_100",
|
||||
"dataset": "synthetic",
|
||||
"dimensions": 384,
|
||||
"num_vectors": 50000,
|
||||
"num_queries": 1000,
|
||||
"k": 10,
|
||||
"qps": 596.1576449850057,
|
||||
"latency_p50": 1.366,
|
||||
"latency_p95": 1.375,
|
||||
"latency_p99": 1.375,
|
||||
"latency_p999": 1.375,
|
||||
"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": {
|
||||
"ef_search": "100"
|
||||
}
|
||||
},
|
||||
{
|
||||
"name": "ef_search_200",
|
||||
"dataset": "synthetic",
|
||||
"dimensions": 384,
|
||||
"num_vectors": 50000,
|
||||
"num_queries": 1000,
|
||||
"k": 10,
|
||||
"qps": 571.8043285587672,
|
||||
"latency_p50": 1.4,
|
||||
"latency_p95": 1.411,
|
||||
"latency_p99": 1.411,
|
||||
"latency_p999": 1.411,
|
||||
"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": {
|
||||
"ef_search": "200"
|
||||
}
|
||||
},
|
||||
{
|
||||
"name": "ef_search_400",
|
||||
"dataset": "synthetic",
|
||||
"dimensions": 384,
|
||||
"num_vectors": 50000,
|
||||
"num_queries": 1000,
|
||||
"k": 10,
|
||||
"qps": 434.02464598101585,
|
||||
"latency_p50": 1.965,
|
||||
"latency_p95": 1.981,
|
||||
"latency_p99": 1.981,
|
||||
"latency_p999": 1.981,
|
||||
"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": {
|
||||
"ef_search": "400"
|
||||
}
|
||||
},
|
||||
{
|
||||
"name": "ef_search_800",
|
||||
"dataset": "synthetic",
|
||||
"dimensions": 384,
|
||||
"num_vectors": 50000,
|
||||
"num_queries": 1000,
|
||||
"k": 10,
|
||||
"qps": 434.0612572013698,
|
||||
"latency_p50": 1.772,
|
||||
"latency_p95": 1.821,
|
||||
"latency_p99": 1.821,
|
||||
"latency_p999": 1.821,
|
||||
"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": {
|
||||
"ef_search": "800"
|
||||
}
|
||||
},
|
||||
{
|
||||
"name": "quantization_none",
|
||||
"dataset": "synthetic",
|
||||
"dimensions": 384,
|
||||
"num_vectors": 50000,
|
||||
"num_queries": 1000,
|
||||
"k": 10,
|
||||
"qps": 423.8023729012711,
|
||||
"latency_p50": 1.7049999999999998,
|
||||
"latency_p95": 1.771,
|
||||
"latency_p99": 1.771,
|
||||
"latency_p999": 1.771,
|
||||
"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": {
|
||||
"quantization": "none"
|
||||
}
|
||||
},
|
||||
{
|
||||
"name": "quantization_scalar",
|
||||
"dataset": "synthetic",
|
||||
"dimensions": 384,
|
||||
"num_vectors": 50000,
|
||||
"num_queries": 1000,
|
||||
"k": 10,
|
||||
"qps": 411.3324982598064,
|
||||
"latency_p50": 1.751,
|
||||
"latency_p95": 1.824,
|
||||
"latency_p99": 1.824,
|
||||
"latency_p999": 1.824,
|
||||
"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": {
|
||||
"quantization": "scalar"
|
||||
}
|
||||
},
|
||||
{
|
||||
"name": "quantization_binary",
|
||||
"dataset": "synthetic",
|
||||
"dimensions": 384,
|
||||
"num_vectors": 50000,
|
||||
"num_queries": 1000,
|
||||
"k": 10,
|
||||
"qps": 440.33957446794454,
|
||||
"latency_p50": 1.7049999999999998,
|
||||
"latency_p95": 1.752,
|
||||
"latency_p99": 1.752,
|
||||
"latency_p999": 1.752,
|
||||
"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": {
|
||||
"quantization": "binary"
|
||||
}
|
||||
}
|
||||
]
|
||||
264
bench_results/latency_benchmark.md
Normal file
264
bench_results/latency_benchmark.md
Normal file
@@ -0,0 +1,264 @@
|
||||
# Ruvector Benchmark Results
|
||||
|
||||
Generated: 2026-01-18 19:19:31 UTC
|
||||
|
||||
## single_threaded
|
||||
|
||||
**Dataset:** synthetic (384D, 50000 vectors)
|
||||
|
||||
### Performance
|
||||
- **QPS:** 394.26
|
||||
- **Latency (p50):** 1.80ms
|
||||
- **Latency (p95):** 1.84ms
|
||||
- **Latency (p99):** 1.84ms
|
||||
- **Latency (p99.9):** 1.84ms
|
||||
|
||||
### Recall
|
||||
- **Recall@1:** 100.00%
|
||||
- **Recall@10:** 100.00%
|
||||
- **Recall@100:** 100.00%
|
||||
|
||||
### Resources
|
||||
- **Memory:** 0.00 MB
|
||||
- **Build Time:** 0.00s
|
||||
|
||||
## multi_threaded_1
|
||||
|
||||
**Dataset:** synthetic (384D, 50000 vectors)
|
||||
|
||||
### Performance
|
||||
- **QPS:** 3590.55
|
||||
- **Latency (p50):** 2.87ms
|
||||
- **Latency (p95):** 4.92ms
|
||||
- **Latency (p99):** 5.92ms
|
||||
- **Latency (p99.9):** 11.26ms
|
||||
|
||||
### Recall
|
||||
- **Recall@1:** 100.00%
|
||||
- **Recall@10:** 100.00%
|
||||
- **Recall@100:** 100.00%
|
||||
|
||||
### Resources
|
||||
- **Memory:** 0.00 MB
|
||||
- **Build Time:** 0.00s
|
||||
|
||||
## multi_threaded_4
|
||||
|
||||
**Dataset:** synthetic (384D, 50000 vectors)
|
||||
|
||||
### Performance
|
||||
- **QPS:** 3158.70
|
||||
- **Latency (p50):** 2.83ms
|
||||
- **Latency (p95):** 5.98ms
|
||||
- **Latency (p99):** 9.63ms
|
||||
- **Latency (p99.9):** 13.10ms
|
||||
|
||||
### Recall
|
||||
- **Recall@1:** 100.00%
|
||||
- **Recall@10:** 100.00%
|
||||
- **Recall@100:** 100.00%
|
||||
|
||||
### Resources
|
||||
- **Memory:** 0.00 MB
|
||||
- **Build Time:** 0.00s
|
||||
|
||||
## multi_threaded_8
|
||||
|
||||
**Dataset:** synthetic (384D, 50000 vectors)
|
||||
|
||||
### Performance
|
||||
- **QPS:** 3264.20
|
||||
- **Latency (p50):** 2.80ms
|
||||
- **Latency (p95):** 5.17ms
|
||||
- **Latency (p99):** 8.28ms
|
||||
- **Latency (p99.9):** 10.93ms
|
||||
|
||||
### Recall
|
||||
- **Recall@1:** 100.00%
|
||||
- **Recall@10:** 100.00%
|
||||
- **Recall@100:** 100.00%
|
||||
|
||||
### Resources
|
||||
- **Memory:** 0.00 MB
|
||||
- **Build Time:** 0.00s
|
||||
|
||||
## multi_threaded_16
|
||||
|
||||
**Dataset:** synthetic (384D, 50000 vectors)
|
||||
|
||||
### Performance
|
||||
- **QPS:** 3597.27
|
||||
- **Latency (p50):** 2.86ms
|
||||
- **Latency (p95):** 5.11ms
|
||||
- **Latency (p99):** 8.47ms
|
||||
- **Latency (p99.9):** 14.48ms
|
||||
|
||||
### Recall
|
||||
- **Recall@1:** 100.00%
|
||||
- **Recall@10:** 100.00%
|
||||
- **Recall@100:** 100.00%
|
||||
|
||||
### Resources
|
||||
- **Memory:** 0.00 MB
|
||||
- **Build Time:** 0.00s
|
||||
|
||||
## ef_search_50
|
||||
|
||||
**Dataset:** synthetic (384D, 50000 vectors)
|
||||
|
||||
### Performance
|
||||
- **QPS:** 673.83
|
||||
- **Latency (p50):** 1.35ms
|
||||
- **Latency (p95):** 1.35ms
|
||||
- **Latency (p99):** 1.35ms
|
||||
- **Latency (p99.9):** 1.35ms
|
||||
|
||||
### Recall
|
||||
- **Recall@1:** 100.00%
|
||||
- **Recall@10:** 100.00%
|
||||
- **Recall@100:** 100.00%
|
||||
|
||||
### Resources
|
||||
- **Memory:** 0.00 MB
|
||||
- **Build Time:** 0.00s
|
||||
|
||||
## ef_search_100
|
||||
|
||||
**Dataset:** synthetic (384D, 50000 vectors)
|
||||
|
||||
### Performance
|
||||
- **QPS:** 596.16
|
||||
- **Latency (p50):** 1.37ms
|
||||
- **Latency (p95):** 1.38ms
|
||||
- **Latency (p99):** 1.38ms
|
||||
- **Latency (p99.9):** 1.38ms
|
||||
|
||||
### Recall
|
||||
- **Recall@1:** 100.00%
|
||||
- **Recall@10:** 100.00%
|
||||
- **Recall@100:** 100.00%
|
||||
|
||||
### Resources
|
||||
- **Memory:** 0.00 MB
|
||||
- **Build Time:** 0.00s
|
||||
|
||||
## ef_search_200
|
||||
|
||||
**Dataset:** synthetic (384D, 50000 vectors)
|
||||
|
||||
### Performance
|
||||
- **QPS:** 571.80
|
||||
- **Latency (p50):** 1.40ms
|
||||
- **Latency (p95):** 1.41ms
|
||||
- **Latency (p99):** 1.41ms
|
||||
- **Latency (p99.9):** 1.41ms
|
||||
|
||||
### Recall
|
||||
- **Recall@1:** 100.00%
|
||||
- **Recall@10:** 100.00%
|
||||
- **Recall@100:** 100.00%
|
||||
|
||||
### Resources
|
||||
- **Memory:** 0.00 MB
|
||||
- **Build Time:** 0.00s
|
||||
|
||||
## ef_search_400
|
||||
|
||||
**Dataset:** synthetic (384D, 50000 vectors)
|
||||
|
||||
### Performance
|
||||
- **QPS:** 434.02
|
||||
- **Latency (p50):** 1.97ms
|
||||
- **Latency (p95):** 1.98ms
|
||||
- **Latency (p99):** 1.98ms
|
||||
- **Latency (p99.9):** 1.98ms
|
||||
|
||||
### Recall
|
||||
- **Recall@1:** 100.00%
|
||||
- **Recall@10:** 100.00%
|
||||
- **Recall@100:** 100.00%
|
||||
|
||||
### Resources
|
||||
- **Memory:** 0.00 MB
|
||||
- **Build Time:** 0.00s
|
||||
|
||||
## ef_search_800
|
||||
|
||||
**Dataset:** synthetic (384D, 50000 vectors)
|
||||
|
||||
### Performance
|
||||
- **QPS:** 434.06
|
||||
- **Latency (p50):** 1.77ms
|
||||
- **Latency (p95):** 1.82ms
|
||||
- **Latency (p99):** 1.82ms
|
||||
- **Latency (p99.9):** 1.82ms
|
||||
|
||||
### Recall
|
||||
- **Recall@1:** 100.00%
|
||||
- **Recall@10:** 100.00%
|
||||
- **Recall@100:** 100.00%
|
||||
|
||||
### Resources
|
||||
- **Memory:** 0.00 MB
|
||||
- **Build Time:** 0.00s
|
||||
|
||||
## quantization_none
|
||||
|
||||
**Dataset:** synthetic (384D, 50000 vectors)
|
||||
|
||||
### Performance
|
||||
- **QPS:** 423.80
|
||||
- **Latency (p50):** 1.70ms
|
||||
- **Latency (p95):** 1.77ms
|
||||
- **Latency (p99):** 1.77ms
|
||||
- **Latency (p99.9):** 1.77ms
|
||||
|
||||
### Recall
|
||||
- **Recall@1:** 100.00%
|
||||
- **Recall@10:** 100.00%
|
||||
- **Recall@100:** 100.00%
|
||||
|
||||
### Resources
|
||||
- **Memory:** 0.00 MB
|
||||
- **Build Time:** 0.00s
|
||||
|
||||
## quantization_scalar
|
||||
|
||||
**Dataset:** synthetic (384D, 50000 vectors)
|
||||
|
||||
### Performance
|
||||
- **QPS:** 411.33
|
||||
- **Latency (p50):** 1.75ms
|
||||
- **Latency (p95):** 1.82ms
|
||||
- **Latency (p99):** 1.82ms
|
||||
- **Latency (p99.9):** 1.82ms
|
||||
|
||||
### Recall
|
||||
- **Recall@1:** 100.00%
|
||||
- **Recall@10:** 100.00%
|
||||
- **Recall@100:** 100.00%
|
||||
|
||||
### Resources
|
||||
- **Memory:** 0.00 MB
|
||||
- **Build Time:** 0.00s
|
||||
|
||||
## quantization_binary
|
||||
|
||||
**Dataset:** synthetic (384D, 50000 vectors)
|
||||
|
||||
### Performance
|
||||
- **QPS:** 440.34
|
||||
- **Latency (p50):** 1.70ms
|
||||
- **Latency (p95):** 1.75ms
|
||||
- **Latency (p99):** 1.75ms
|
||||
- **Latency (p99.9):** 1.75ms
|
||||
|
||||
### Recall
|
||||
- **Recall@1:** 100.00%
|
||||
- **Recall@10:** 100.00%
|
||||
- **Recall@100:** 100.00%
|
||||
|
||||
### Resources
|
||||
- **Memory:** 0.00 MB
|
||||
- **Build Time:** 0.00s
|
||||
|
||||
Reference in New Issue
Block a user