Commit Graph
8 Commits
Author SHA1 Message Date
Matt Corallo c6e4088376 vulkan: Switch MUL_MAT_VEC to 4 K per iteration for F16/32 (#22887)
* vulkan: Switch MUL_MAT_VEC to 4 K per iteration for F16/32

Against mesa git, this shows a 4.8% performance improvement for
tg128 on Qwen3.5-9B:BF16 on Intel BMG.

Note that this breaks some tests until the last commit which fixes
OOB A reads.

* vulkan: Use aligned loads in mul_mat_vec when available

Against mesa git, this shows a 3.3% performance improvement for
tg128 on Qwen3.5-9B:BF16 on Intel BMG.

* Make explicit that `num_rows` is <= `NUM_ROWS` in mul_mat_vec

Mesa's UUB logic can't see through conditionals, limiting its
ability to understand the bounds on the `num_rows` field in the
cleanup run. Making it explicit that `num_rows` is, indeed, always
<= `NUM_ROWS` helps mesa make slightly better codegen.

Against mesa git, this currently shows a 1% performance improvement
in tg128 on Qwen3.5-9B:BF16 on Intel BMG.

* vulkan: Fix OOB A reads in MUL_MAT_VEC for odd sizes

There was a TODO to fix the OOB reads from the A matrix which we do
here.

It is within performance noise (+<0.1%) in tg128 for
Qwen3.5-9B:BF16 on Intel BMG.
2026-05-27 17:19:23 +02:00
Jeff Bolz 6a6780a232 vulkan: Support GGML_TYPE_NVFP4 (#21455)
This adds nvfp4 support for get_rows, dequant, and mul_mat(_id). For
mul_mat, it does not add support for the dp4/q8_1 path, it's all via
fp16/fp32.
2026-04-14 11:34:23 +02:00
Jeff Bolz 7b69125331 vulkan: Support Q1_0 (#21539)
* vulkan: Support Q1_0

* use get_dm
2026-04-10 08:35:27 +02:00
Eve 8c77a04cc7 vulkan: more mul mat optimizations (#18533)
* q4_k

* q5_k

* q2_k

* q4_1

* q5_1

* better buf index
2026-01-07 11:13:17 +01:00
Eve cb999704fb vulkan: small dequantization improvements (#18380)
* iq4_xs

* quants
2025-12-26 18:12:11 +01:00
Ruben Ortlam 47a268ea50 Vulkan: MMVQ Integer Dot K-Quant and MUL_MAT_ID support (#16900)
* vulkan: split mul_mmq_funcs for mul_mat_vecq use

* add mxfp4 mmvq

* add q2_k mmvq

* add q3_k mmvq

* add q4_k and q5_k mmvq

* add q6_k mmvq

* handle 4x4 quants per mmvq thread

* enable MUL_MAT_ID mmvq support

* enable subgroup optimizations for mul_mat_vec_id shaders

* device tuning

* request prealloc_y sync after quantization

* fix indentation

* fix llvmpipe test failures

* fix mul_mat_id mmvq condition

* fix unused variable warning
2025-11-29 09:37:22 +01:00
Ruben Ortlam bcf5bda6f5 Vulkan MMQ Integer Dot Refactor and K-Quant support (#16536)
* vulkan: add mmq q2_k integer dot support

* Refactor mmq caching

* Reduce mmq register use

* Load 4 quant blocks into shared memory in one step

* Pack q2_k blocks into caches of 32

* Use 32-bit accumulators for integer dot matmul

* Add q4_k mmq

* Add q3_k mmq

* Add q5_k mmq

* Add q6_k mmq

* Add mxfp4 mmq, enable MMQ MUL_MAT_ID

* Fix mmv dm loads
2025-10-29 14:39:03 +01:00
AclyandJeff Bolz 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