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opencl: tiled mul_mat with local memory for f16 and f32 #14809

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@lhez lhez commented Jul 22, 2025

This PR adds another variant of tiled matmul for f32 and f16. They also use local memory for tiling and pretty much follow the standard pattern. The main difference from #14535 is that tiles from both src0 and src1 are transposed.

On Adreno 830,

master

model size params backend ngl test t/s
qwen2 1.5B F16 2.88 GiB 1.54 B OpenCL 99 pp512 145.45 ± 2.56
qwen2 1.5B F16 2.88 GiB 1.54 B OpenCL 99 tg128 17.68 ± 0.14

this PR

model size params backend ngl test t/s
qwen2 1.5B F16 2.88 GiB 1.54 B OpenCL 99 pp512 174.30 ± 10.32
qwen2 1.5B F16 2.88 GiB 1.54 B OpenCL 99 tg128 17.73 ± 0.12

@github-actions github-actions bot added ggml changes relating to the ggml tensor library for machine learning OpenCL Issues specific to the OpenCL backend labels Jul 22, 2025
@lhez lhez force-pushed the mul-mm-f16-f32-lm branch from 5666ed9 to 33e5f11 Compare July 29, 2025 05:02
@lhez lhez marked this pull request as ready for review July 29, 2025 06:29
@lhez lhez requested review from max-krasnyansky and rmatif July 29, 2025 06:40
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