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metal : initial Metal4 tensor API support #16634

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@ggerganov ggerganov commented Oct 17, 2025 •
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  • Rework matrix-matrix multiplication
  • Use Tensor API when available

TODOs

  • Update mul_mm_id kernel
  • Test on M5

@github-actions github-actions bot added testing Everything test related ggml changes relating to the ggml tensor library for machine learning Apple Metal https://en.wikipedia.org/wiki/Metal_(API) labels Oct 17, 2025
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Any early performance data?

@ggerganov ggerganov force-pushed the gg/metal-mul-mm-rework branch from 6271c44 to 6726e53 Compare October 18, 2025 14:24
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@jeffbolznv I think the performance using the tensor API is the same as the old simdgroup-based implementation, but I haven't done detailed analysis yet. I don't have hardware yet to test the actual Neural Accelerators that exist in the new chips and if they would be utilized with these changes.

@ggerganov ggerganov force-pushed the gg/metal-mul-mm-rework branch from 6726e53 to 57fa815 Compare October 20, 2025 13:01
@ggerganov ggerganov marked this pull request as ready for review October 20, 2025 16:30
@ggerganov ggerganov requested a review from slaren as a code owner October 20, 2025 16:30
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Looking for volunteers with iPhone 17 or MacBook M5 for testing

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@slaren slaren Awaiting requested review from slaren

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@ggerganov @jeffbolznv