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Add Fp gemm and Softmax for Snitch platform #31

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Add Fp gemm and Softmax for Snitch platform #31

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@tahaelbayad tahaelbayad commented Jan 29, 2025 •
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This PR adds two new float kernels for the Snitch platform: Gemm and Softmax.

Note that two Softmax functions have been added, but only one is used because the compiler does not support the optimized one.

Added

  • New templates for GEMM and Softmax.
  • Added GEMM and Softmax to TargetLibraries, including case for GEMM with a transposed B matrix.
  • Added new CI tests for GEMM and Softmax.

Changed

  • Adapted snitch Bindings and Platform files.

Fixed

  • Relaxed the error threshold between expected and actual values in deeploytest.

PR Merge Checklist

  1. The PR is rebased on the latest devel commit and pointing to devel.
  2. Your PR reviewed and approved.
  3. All checks are passing.
  4. The CHANGELOG.md file has been updated.

@tahaelbayad tahaelbayad changed the title Add Fp gemm and Softmax Add Fp gemm and Softmax for Snitch platform Jan 31, 2025
@tahaelbayad tahaelbayad marked this pull request as ready for review February 10, 2025 08:57
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