vector-db-benchmark
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fix: breaking change for pgvecto_rs
Benchmark results in aws r6a.xlarge (4 vCPU, 32 GB) for reference
pgvector_rust_HNSW_single_node_laion-768-5m-ip:
| num | precisions | rps |
|---|---|---|
| 1 | 93.64% | 764.39 |
| 2 | 88.39% | 405.74 |
| 3 | 93.75% | 763.15 |
| 4 | 88.49% | 434.92 |
pgvector_rust_HNSW_single_node_laion-768-5m-probability-ip:
| num | precisions | rps |
|---|---|---|
| 1 | 93.07% | 95.46 |
| 2 | 89.57% | 511.88 |
| 3 | 94.49% | 10.70 |
| 4 | 93.10% | 86.78 |
| 5 | 93.13% | 94.83 |
| 6 | 89.68% | 500.15 |
| 7 | 94.46% | 10.38 |
| 8 | 93.18% | 85.12 |