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Add groups to 2-D convolutions (#1129)

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* Added groups to 2-D convolutions. Only implemented for **some** specializations.

Also fixed 1D grouped convs with different kernel strides and added more tests.

* fix channels condition
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Rifur13
2024-05-22 23:01:44 -04:00
committed by GitHub
parent eb8321d863
commit 9401507336
9 changed files with 322 additions and 132 deletions
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ACKNOWLEDGMENTS.md
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@@ -16,6 +16,7 @@ MLX was developed with contributions from the following individuals:
- Luca Arnaboldi: Added `Ceil` and `Floor` ops; implemented pickling, copy and deepcopy for mlx arrays.
- Brian Keene & Atila Orhon, with Argmax Inc.: Added `fast.scaled_dot_product_attention`
- 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.
<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" />