mkadavil 6c112632a7 Low precision gemm integrated as aocl_gemm addon. ...

- Multi-Threaded int8 GEMM (Input - uint8_t, int8_t, Output - int32_t).
AVX512_vnni based micro-kernel for int8 gemm. Paralellization supported
along m and n dimensions.
- Multi-Threaded B matrix reorder support for sgemm. Reordering B matrix
is packing entire B matrix upfront before sgemm. It allows sgemm to
take advantage of packed B matrix without incurring packing costs during
runtime.
- Makefile updates to addon make rules to compile avx512 code for
selected files in addon folder.
- CPU features query enhancements to check for AVX512_VNNI flag.
- Bench for int8 gemm and sgemm with B matrix reorder. Supports
performance mode for benchmarking and accuracy mode for testing code
correctness.

AMD-Internal: [CPUPL-2102]

Change-Id: I8fb25f5c2fbd97d756f95b623332cb29e3b8d182

2022-06-09 10:28:38 -04:00

..

aocl_gemm

Low precision gemm integrated as aocl_gemm addon.

2022-06-09 10:28:38 -04:00

gemmd

Added support for addons.

2022-03-31 12:03:27 +05:30