Merge commit 'd803bfe2b1fe7f5e219e50ac20d6801a0a58ac75' as 'vendor/ruvector'

2026-02-28 14:39:40 -05:00
parent 7885bf6278 d803bfe2b1
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--- a/vendor/ruvector/bench_results/latency_benchmark.md
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+# 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
+