]> git.djapps.eu Git - pkg/ggml/sources/ggml/commit
vulkan: scalar flash attention implementation (llama/13324)
authorJeff Bolz <redacted>
Sat, 10 May 2025 06:07:07 +0000 (23:07 -0700)
committerGeorgi Gerganov <redacted>
Tue, 13 May 2025 10:02:19 +0000 (13:02 +0300)
commit449571c3ce3f8c0fc5f7ee061e1db37ff9dce480
treeb3ff524c9eaf311584fa31e738ea72d743b38bd7
parentb767cce0efdf360d9cbe9dfe6cda52c98685f2fd
vulkan: scalar flash attention implementation (llama/13324)

* vulkan: scalar flash attention implementation

* vulkan: always use fp32 for scalar flash attention

* vulkan: use vector loads in scalar flash attention shader

* vulkan: remove PV matrix, helps with register usage

* vulkan: reduce register usage in scalar FA, but perf may be slightly worse

* vulkan: load each Q value once. optimize O reduction. more tuning

* vulkan: support q4_0/q8_0 KV in scalar FA

* CI: increase timeout to accommodate newly-supported tests

* vulkan: for scalar FA, select between 1 and 8 rows

* vulkan: avoid using Float16 capability in scalar FA
src/ggml-vulkan/ggml-vulkan.cpp
src/ggml-vulkan/vulkan-shaders/flash_attn.comp [new file with mode: 0644]
src/ggml-vulkan/vulkan-shaders/vulkan-shaders-gen.cpp