Faiss

Faiss is developed by Meta/Facebook. Faiss is a library for efficient similarity search and clustering of dense vectors.

To run this test with the Phoronix Test Suite, the basic command is: phoronix-test-suite benchmark faiss.

Performance Metrics

Faiss 1.7.4

Test: bench_polysemous_sift1m - Polysemous 64

OpenBenchmarking.org metrics for this test profile configuration based on 26 public results since 28 April 2023 with the latest data as of 21 May 2023.

Below is an overview of the generalized performance for components where there is sufficient statistically significant data based upon user-uploaded results. It is important to keep in mind particularly in the Linux/open-source space there can be vastly different OS configurations, with this overview intended to offer just general guidance as to the performance expectations.

Based on OpenBenchmarking.org data, the selected test / test configuration (Faiss 1.7.4 - Test: bench_polysemous_sift1m - Polysemous 64) has an average run-time of 15 minutes. By default this test profile is set to run at least 3 times but may increase if the standard deviation exceeds pre-defined defaults or other calculations deem additional runs necessary for greater statistical accuracy of the result.

Tested CPU Architectures

This benchmark has been successfully tested on the below mentioned architectures. The CPU architectures listed is where successful OpenBenchmarking.org result uploads occurred, namely for helping to determine if a given test is compatible with various alternative CPU architectures.

Recent Test Results