whisper.cpp/ggml
amritahs-ibm b7b38f7d68 ggml : optimize llamafile cpu matrix multiplication for ppc64le (llama/10156)
This change upstreams llamafile's cpu matrix
multiplication kernels for ppc64le using MMA
builtins for FP32 datatype.

This change results in a consistent 90%
improvement in input processing time, and 20%
to 80% improvement in output processing time,
across various batch sizes.

The patch is tested with Meta-Lllama-3-8B,
Mistral-7B, Llama-2-7B-chat-hf models on a
IBM POWER10 machine.

Signed-off-by: Amrita H S <amritahs@linux.vnet.ibm.com>
2024-11-15 15:21:04 +02:00
..
cmake whisper : reorganize source code + improve CMake (#2256) 2024-06-26 19:34:09 +03:00
include metal : optimize FA kernels (llama/10171) 2024-11-15 15:21:04 +02:00
src ggml : optimize llamafile cpu matrix multiplication for ppc64le (llama/10156) 2024-11-15 15:21:04 +02:00
.gitignore whisper : reorganize source code + improve CMake (#2256) 2024-06-26 19:34:09 +03:00
CMakeLists.txt metal : opt-in compile flag for BF16 (llama/10218) 2024-11-15 15:21:04 +02:00
ggml_vk_generate_shaders.py whisper : reorganize source code + improve CMake (#2256) 2024-06-26 19:34:09 +03:00