Commit Graph

12 Commits

Author SHA1 Message Date
Jeff Bolz
fb349848f3 vulkan: Handle FA with all -inf mask values (#16447) 2025-10-20 22:16:08 -05:00
Acly
e29acf74fe vulkan : incremental shader builds (#16341)
* vulkan (DRAFT): split shader generation by GLSL source file, to improve incremental build times

* support dep-files so shaders are recompiled if their included files change

* rename shader files which are used as "headers" to use .glsl extension
* move glslc extension detection shaders to separate folders
* the above is to prevent them from getting glob'd with the actual compute shaders that need to be compiled

* vulkan : only write embedded shader .hpp/.cpp when they change

* avoid recompiling ggml-vulkan.cpp when editing shaders
* pass single --source argument instead of --input-dir & --filter to shader gen
* check for source file match earlier

* fix hang in vulkan-shaders-gen when there are compilation errors

* early out did not decrement compile_count

* clean up

* fix glslc integer dot product test

* unconditionally write the embedded shader cpp output

* replace output filepath in generated dep-files to match output in CMakeLists

---------

Co-authored-by: Jeff Bolz <jbolz@nvidia.com>
2025-10-04 11:42:56 +02:00
Jeff Bolz
e308efda8e vulkan: in flash attention, bounds check against nem1 (don't rely on GGML_KQ_MASK_PAD) (#16316) 2025-10-03 10:33:08 +02:00
Jeff Bolz
e6d65fb02d vulkan: support arbitrary KV dimension in flash attention (#16160)
The "Clamp" spec constant is already based on whether KV is a multiple of Bc,
so use that to control whether bounds checking is performed. Add bounds checking
to the scalar and coopmat1 paths. Coopmat2 didn't need any changes (the K/V
tensors are already optionally clamped, nothing else needed to be changed).
2025-09-27 22:43:39 +02:00
Jeff Bolz
94e82c7ead vulkan: clamp matmul and FA results to the max finite value (#15652)
* vulkan: clamp matmul and FA results to the max finite value

* only clamp for fp16
2025-08-31 08:27:57 +02:00
Jeff Bolz
c4f53563df vulkan: support fattn sinks (#15126) 2025-08-07 22:44:20 +02:00
Jeff Bolz
a0374a67e2 vulkan: Handle updated FA dim2/3 definition (#14518)
* vulkan: Handle updated FA dim2/3 definition

Pack mask boolean and n_head_log2 into a single dword to keep the push
constant block under the 128B limit.

* handle null mask for gqa

* allow gqa with dim3>1
2025-07-05 09:26:04 +02:00
Jeff Bolz
2b72bedec1 vulkan: support mixed/deepseekR1 FA head sizes (#14509)
* vulkan: better parameterize FA by head sizes

* vulkan: support mixed/deepseekR1 FA head sizes
2025-07-03 20:21:14 +02:00
Jeff Bolz
8875523eb3 vulkan: support softmax/FA batch and broadcast (#14449) 2025-07-02 15:48:33 +03:00
Jeff Bolz
2f5a4e1e09 vulkan: move common FA code to flash_attn_base.comp (#13556)
* vulkan: move common FA code to flash_attn_base.comp

* vulkan: move common FA index/stride setup code to flash_attn_base.comp

* build fix
2025-05-17 09:14:55 +02:00
Jeff Bolz
ab3971f2a0 vulkan: workaround FA compile failures on macos (#13517) 2025-05-14 06:15:50 +02:00
Jeff Bolz
dc1d2adfc0 vulkan: scalar flash attention implementation (#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
2025-05-10 08:07:07 +02:00