Awni Hannun
602f43e3d1
fix conv grad ( #2187 )
2025-05-15 19:20:36 -07:00
ATurker
a7fae8a176
fix: conv_general differences between gpu, cpu ( #2070 )
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* fix general_conv padding
* fix bugs
* add test
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Co-authored-by: Awni Hannun <awni@apple.com>
2025-05-09 10:26:52 -07:00
Jagrit Digani
8777fd104f
Depthwise Conv2D optimization ( #2036 )
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- Add new specialized kernel for small kernel (kernels size <= 7), small strides (strides <= 2) depthwise 2d convolutions
- Add related tests
2025-04-03 09:42:04 -07:00
Angelos Katharopoulos
71de73a668
Fix convs by reverting #1803 ( #1882 )
2025-02-18 14:36:34 -08:00
Jagrit Digani
2dc307f2e6
Winograd Update for Small batches ( #1803 )
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* Build in padding to Winograd kernels
* Add new fused Winograd kernel
* Enable weight flipping in Winograd kernels
2025-02-14 13:08:13 -08:00
Awni Hannun
af1b725fda
Fix a couple of slicing bugs ( #1827 )
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* fix a few bugs
* fix conv grad
* speedup test
* comment
2025-02-05 19:50:08 -08:00
Awni Hannun
1017ac4a9e
add dilation for conv 3d layers + test for 3d conv w/ dilation ( #1802 )
2025-01-28 06:17:07 -08:00
Awni Hannun
0070e1db40
Fix deep recursion with siblings ( #1462 )
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* fix recursion with siblings
* fix
* add test
* increase tol
2024-10-07 06:15:33 -07:00
Awni Hannun
e4534dac17
Conv grad with groups + bugfix ( #1449 )
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* fix bug in flipped conv with groups, start of grad for groups
* fix
* fix
* fix + test
2024-10-06 07:08:53 -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
Awni Hannun
58d0e199e1
add bfloat conv for windograd ( #1306 )
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* add bfloat conv for windograd
* accumulate in fp32
* accumulate in fp32
* accumulate in bf16
2024-08-05 15:51:13 -07:00
Nikhil Mehta
0b7d71fd2f
Add softmin, hardshrink, hardtanh ( #1180 )
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Co-authored-by: Nikhil Mehta <nikmehta@tesla.com>
2024-06-04 15:48:18 -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
Awni Hannun
09b9275027
Make shape a tuple ( #591 )
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* shape tuple
* also remove simplify from docs
* rebase
2024-01-30 13:11:01 -08:00
Zach Schillaci
5b9be57ac3
Add isort pre-commit and run ( #68 )
2023-12-08 11:31:47 -08:00
Awni Hannun
46a39e5b1f
copyright + ack
2023-11-30 11:12:53 -08:00
Jagrit Digani
e6306cfee9
jagrit's commit files
2023-11-29 10:52:08 -08:00
