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feat : add col2im kernels #808

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PABannier
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This PR implements the col2im kernel to support ggml_conv_transpose_1d on Metal. It proceeds as follows:

  • Write a C kernel for col2im
  • Write a Metal kernel for col2im
  • Remove the old implementation of ggml_conv_transpose_1d
  • Implement the one using ggml_col2im

@slaren
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slaren commented Apr 30, 2024

When adding a new op to multiple backends, a test should be added in test-backend-ops. It should also be useful to test the implementation while working on it.

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