ik_llama_opt/ggml/include
Kawrakow ce97b0325e IQ4_K_R4 (#138)
* iq4_k_r4: WIP

* iq4_k_r4: Zen4 and hopefully AVX2

On Zen4 we get PP-512(LLaMA-3.1-8B) = 232.6 t/s, up from 182.2 t/s
for iq4_k. Applying the extra shift costs a ~6 performance penalty.

* iq4_k_r4: AVX2

PP-512 = 227.60 t/s. The shifts are really costly.

* iq4_k_r4: NEON

We get PP-512(LLaMA-3.1-8B) = 108 t/s, up from 58.2 t/s for iq4_k.

---------

Co-authored-by: Iwan Kawrakow <iwan.kawrakow@gmail.com>
2024-12-12 16:04:20 +01:00
..
ggml-alloc.h Merge mainline llama.cpp (#3) 2024-07-27 07:55:01 +02:00
ggml-backend.h Bitnet changes (#106) 2024-10-25 13:08:43 +02:00
ggml-blas.h Merge mainline llama.cpp (#3) 2024-07-27 07:55:01 +02:00
ggml-cann.h Merge mainline llama.cpp (#3) 2024-07-27 07:55:01 +02:00
ggml-cuda.h Merge mainline - Aug 12 2024 (#17) 2024-08-12 15:14:32 +02:00
ggml-kompute.h Merge mainline llama.cpp (#3) 2024-07-27 07:55:01 +02:00
ggml-metal.h Merge mainline - Aug 12 2024 (#17) 2024-08-12 15:14:32 +02:00
ggml-rpc.h Merge mainline llama.cpp (#3) 2024-07-27 07:55:01 +02:00
ggml-sycl.h Merge mainline llama.cpp (#3) 2024-07-27 07:55:01 +02:00
ggml-vulkan.h Merge mainline llama.cpp (#3) 2024-07-27 07:55:01 +02:00
ggml.h IQ4_K_R4 (#138) 2024-12-12 16:04:20 +01:00