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Transposed Convolution (#1245)

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* initial implementation for conv_transpose

ran pre-commit

implemented conv_transpose

updated conv_general docstring

updated conv_general docstring

updated code comments

removed commented run_conv_checks

updated acknowledgments

added missing entry to ops.rst

added op to nn.layers

resolved merge conflicts

* removed ConvolutionTranspose primitive as suggested by reviewer

removed ConvolutionTranspose primitive as suggested by reviewer

* remove transpose flag, add another test

---------

Co-authored-by: Awni Hannun <awni@apple.com>
This commit is contained in:
Max-Heinrich Laves
2024-09-07 04:52:38 +02:00
committed by GitHub
parent ba3e913c7a
commit efeb9c0f02
15 changed files with 1337 additions and 45 deletions
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ACKNOWLEDGMENTS.md
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@@ -18,6 +18,7 @@ MLX was developed with contributions from the following individuals:
- AmirHossein Razlighi: Added chaining support for some of the ops in `nn.Module`. Comparison works for non array objects in `mlx.core.array`. Exception handling for invalid operations in `mlx.core.array`.
- Gleb Pobudzey: Added the `where` primitive, and groups in 1D and 2D convolutions.
- Paul Paczuski: Improved stability of BCE loss calculation
- Max-Heinrich Laves: Added `conv_transpose1d`, `conv_transpose2d`, and `conv_transpose3d` ops.
<a href="https://github.com/ml-explore/mlx/graphs/contributors">
<img class="dark-light" src="https://contrib.rocks/image?repo=ml-explore/mlx&anon=0&columns=20&max=100&r=true" />