Highlights of AOCL-BLIS 4.0
- The following LPGEMM (Low Precision GEMM) variants are added along with post-ops support:
- aocl_gemm_u8s8s32os32 and aocl_gemm_u8s8s32os8 routines are added and optimized using AVX-512-VNNI
- aocl_gemm_u8s8s16os16 and aocl_gemm_u8s8s16os8 routines are added and optimized using AVX2
- aocl_gemm_bf16bf16f32of32 and aocl_gemm_bf16bf16f32obf16 routines are added and optimized using AVX-512
- SGEMM with packed/reorder buffer support (aocl_gemm_f32f32f32f32)
- AMD “Zen4” support for BLIS
- Dynamic dispatch supports AMD “Zen4” configuration
- Optimizations and performance improvements for DGEMM, SGEMM, ZGEMM, DGEMMT, and DTRSM
- Framework design changes