Max-Heinrich Laves
adcc88e208
Conv cpu improvements ( #1410 )
2024-09-15 18:45:10 -07:00
Max-Heinrich Laves
efeb9c0f02
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
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Co-authored-by: Awni Hannun <awni@apple.com>
2024-09-06 19:52:38 -07:00
Rifur13
9401507336
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
2024-05-22 20:01:44 -07:00
Max-Heinrich Laves
ff4223904d
Conv3d ( #993 )
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* added conv3d
added conv3d
implemented explicit_gemm_conv_ND_cpu and bounds checks for slow_conv_3D
* incorporated reviewer comments
* fixed test
* reduced tensor shapes in test for conv3d
* Reviewer suggestion
Co-authored-by: Awni Hannun <awni.hannun@gmail.com>
Reviewer suggestion
Co-authored-by: Awni Hannun <awni.hannun@gmail.com>
Reviewer suggestion
Co-authored-by: Awni Hannun <awni.hannun@gmail.com>
Reviewer suggestion
2024-05-11 06:15:02 -07:00
Rifur13
c4a471c99d
Add groups to Conv1d ( #948 )
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* Add conv1d grouped convs on CPU
* Add GPU support
* Parallelize inside metal kernel
* clenaup
* Update mlx/ops.cpp
Co-authored-by: Awni Hannun <awni.hannun@gmail.com>
* New unfold kernel + remove unused code
* Remove copy and refactor
* Update vjp and reuse steel gemm
* Fixed groups on cpu
* Fix metal validation
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Co-authored-by: Awni Hannun <awni.hannun@gmail.com>
2024-04-27 06:24:57 -07:00
Jagrit Digani
776c3d226d
Convolution update ( #651 )
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* Init steel conv and update Conv primitive
* Update slow CPU implementation to support flipping and input dilation winograd conv routing
Co-authored-by: Awni Hannun <awni@apple.com>
2024-02-28 20:11:16 -08:00
David Koski
ebfd3618b0
fixes for building and running on iOS ( #619 )
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* fixes for building and running on iOS
* per suggestion just use Accelerate
2024-02-04 12:29:17 -08:00
Ikko Eltociear Ashimine
c3272d4917
Update conv.cpp ( #145 )
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Peform -> Perform
2023-12-12 11:27:49 -08:00
Awni Hannun
46a39e5b1f
copyright + ack
2023-11-30 11:12:53 -08:00
Awni Hannun
8ca7f9e8e9
awni's commit files
2023-11-29 10:30:41 -08:00
