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(parent: 2609822)
CUDA: Add mul_mat_id support for the mmf kernel (llama/15767)
authorAman Gupta <redacted>
Tue, 9 Sep 2025 06:38:02 +0000 (14:38 +0800)
committerGeorgi Gerganov <redacted>
Sat, 20 Sep 2025 10:42:52 +0000 (13:42 +0300)
commit621764b1a5495a7f98689cb35ca8fc0da67015ba
tree974be90eac49c0febde71ad099f5eb0265a94a37tree
parent260982232c44e9e1ff7575620d63ff1831ea79d3commit | diff
CUDA: Add mul_mat_id support for the mmf kernel (llama/15767)

* CUDA: Add mul_mat_id support the mmf

Add support for mul_mat_id for bs < 16

* Review: use warp_size, fix should_use_mmf condition

* Launch one block per expert, stride along n_expert_used

* templatize mul_mat_id

* Pad shmem to 16 bytes, add helper function mul_mat_f_switch_ids

* Reduce compile times by dividing mmf into f16, bf16 and f32 variants

* Divide mmf by ncols_dst

* Add missing files

* Fix MUSA/HIP builds
22 files changed:
ggml/src/ggml-cuda/CMakeLists.txt diff | blob | history
ggml/src/ggml-cuda/ggml-cuda.cu diff | blob | history
ggml/src/ggml-cuda/mma.cuh diff | blob | history
ggml/src/ggml-cuda/mmf.cu diff | blob | history
ggml/src/ggml-cuda/mmf.cuh diff | blob | history
ggml/src/ggml-cuda/template-instances/generate_cu_files.py diff | blob | history
ggml/src/ggml-cuda/template-instances/mmf-instance-ncols_1.cu [new file with mode: 0644] blob
ggml/src/ggml-cuda/template-instances/mmf-instance-ncols_10.cu [new file with mode: 0644] blob
ggml/src/ggml-cuda/template-instances/mmf-instance-ncols_11.cu [new file with mode: 0644] blob
ggml/src/ggml-cuda/template-instances/mmf-instance-ncols_12.cu [new file with mode: 0644] blob
ggml/src/ggml-cuda/template-instances/mmf-instance-ncols_13.cu [new file with mode: 0644] blob
ggml/src/ggml-cuda/template-instances/mmf-instance-ncols_14.cu [new file with mode: 0644] blob
ggml/src/ggml-cuda/template-instances/mmf-instance-ncols_15.cu [new file with mode: 0644] blob
ggml/src/ggml-cuda/template-instances/mmf-instance-ncols_16.cu [new file with mode: 0644] blob
ggml/src/ggml-cuda/template-instances/mmf-instance-ncols_2.cu [new file with mode: 0644] blob
ggml/src/ggml-cuda/template-instances/mmf-instance-ncols_3.cu [new file with mode: 0644] blob
ggml/src/ggml-cuda/template-instances/mmf-instance-ncols_4.cu [new file with mode: 0644] blob
ggml/src/ggml-cuda/template-instances/mmf-instance-ncols_5.cu [new file with mode: 0644] blob
ggml/src/ggml-cuda/template-instances/mmf-instance-ncols_6.cu [new file with mode: 0644] blob
ggml/src/ggml-cuda/template-instances/mmf-instance-ncols_7.cu [new file with mode: 0644] blob
ggml/src/ggml-cuda/template-instances/mmf-instance-ncols_8.cu [new file with mode: 0644] blob
ggml/src/ggml-cuda/template-instances/mmf-instance-ncols_9.cu [new file with mode: 0644] blob
Packaging of ggerganov/whisper.cpp