Eric Zhang

Compile error on centos system

18

Does anyone develop native code on Centos? My ENV: Intel Xeon, Centos 8, Python 3.9.0, clang version 13.0.0, get some compile error with the latest code: (py39_env) [eric@icx250 sonic]$ make...

Add AMX support to speed up Faiss Inner-Product

15

Use Intel AMX to speed up Inner-Product algorithm of knowhere::BruteForce::Search(), which can bring more than 10x performance boost. Build parameter: use "-o with_dnnl=True/False" to control enable/disable AMX feature. This feature...

Add AMX support to accelerate parallel computing

6

Intel AMX accelerator provides powerful parallel computing capabilities that can be used to accelerate the Faiss Inner Product algorithm.

Top1BlockResultHandler performance bottleneck

2

# Summary Top1BlockResultHandler -> add_results() don't enable "omp parallel" acceleration, which will cause a serious performance bottleneck. Running on: - [* ] CPU - [ ] GPU Interface: - [...

[Feature]: Ask for Bfloat16 data type insert.

11

### Is there an existing issue for this? - [X] I have searched the existing issues ### Is your feature request related to a problem? Please describe. Have added bfloat16...