[ET-VK][Ops] aten.convolution (Transpose)#2883
Closed
junpi3 wants to merge 2 commits intogh/jorgep31415/43/basefrom
Closed
[ET-VK][Ops] aten.convolution (Transpose)#2883junpi3 wants to merge 2 commits intogh/jorgep31415/43/basefrom
junpi3 wants to merge 2 commits intogh/jorgep31415/43/basefrom
Conversation
## Summary (cases handled) We introduce support for the convolution cases covered by ATen-VK's transpose implementation. This is achieved by - reusing the existing [`conv_transpose2d.glsl`](https://github.com/pytorch/pytorch/blob/09c72eaa3f69f90402c86a30abf4fc621298578c/aten/src/ATen/native/vulkan/glsl/conv_transpose2d.glsl), and - [moving special weights prepacking from CPU](https://github.com/pytorch/pytorch/blob/09c72eaa3f69f90402c86a30abf4fc621298578c/aten/src/ATen/native/vulkan/ops/Convolution.cpp#L134-L235) to the GPU in `conv_transpose2d_prepack_weights.glsl`. We also include resizing support for dynamic shapes. Note that only height and width of the input can vary. ## Cases not handled The implementation is on-par with ATen-VK's Transpose. This means the following cases are missing: 1. **Groups G > 1.** 2. **Batch (input) N > 1.** 3. **Dilation > 1.** Differential Revision: [D55667336](https://our.internmc.facebook.com/intern/diff/D55667336/) [ghstack-poisoned]
🔗 Helpful Links🧪 See artifacts and rendered test results at hud.pytorch.org/pr/pytorch/executorch/2883
Note: Links to docs will display an error until the docs builds have been completed. ✅ No FailuresAs of commit 37e6160 with merge base d3326a2 ( This comment was automatically generated by Dr. CI and updates every 15 minutes. |
facebook-github-bot
added
the
CLA Signed
Contributor
|
This pull request was exported from Phabricator. Differential Revision: D55667336 |
This was referenced Apr 5, 2024
Closed
## Summary (cases handled) We introduce support for the convolution cases covered by ATen-VK's transpose implementation. This is achieved by - reusing the existing [`conv_transpose2d.glsl`](https://github.com/pytorch/pytorch/blob/09c72eaa3f69f90402c86a30abf4fc621298578c/aten/src/ATen/native/vulkan/glsl/conv_transpose2d.glsl), and - [moving special weights prepacking from CPU](https://github.com/pytorch/pytorch/blob/09c72eaa3f69f90402c86a30abf4fc621298578c/aten/src/ATen/native/vulkan/ops/Convolution.cpp#L134-L235) to the GPU in `conv_transpose2d_prepack_weights.glsl`. We also include resizing support for dynamic shapes. Note that only height and width of the input can vary. ## Cases not handled The implementation is on-par with ATen-VK's Transpose. This means the following cases are missing: 1. **Groups G > 1.** 2. **Batch (input) N > 1.** 3. **Dilation > 1.** Differential Revision: [D55667336](https://our.internmc.facebook.com/intern/diff/D55667336/) [ghstack-poisoned]
Contributor
|
This pull request was exported from Phabricator. Differential Revision: D55667336 |
junpi3
pushed a commit
that referenced
this pull request
Apr 8, 2024
Pull Request resolved: #2883 ## Summary (cases handled) We introduce support for the convolution cases covered by ATen-VK's transpose implementation. This is achieved by - reusing the existing [`conv_transpose2d.glsl`](https://github.com/pytorch/pytorch/blob/09c72eaa3f69f90402c86a30abf4fc621298578c/aten/src/ATen/native/vulkan/glsl/conv_transpose2d.glsl), and - [moving special weights prepacking from CPU](https://github.com/pytorch/pytorch/blob/09c72eaa3f69f90402c86a30abf4fc621298578c/aten/src/ATen/native/vulkan/ops/Convolution.cpp#L134-L235) to the GPU in `conv_transpose2d_prepack_weights.glsl`. We also include resizing support for dynamic shapes. Note that only height and width of the input can vary. ## Cases not handled The implementation is on-par with ATen-VK's Transpose. This means the following cases are missing: 1. **Groups G > 1.** 2. **Batch (input) N > 1.** 3. **Dilation > 1.** ghstack-source-id: 221721754 @exported-using-ghexport Differential Revision: [D55667336](https://our.internmc.facebook.com/intern/diff/D55667336/)
SS-JIA
approved these changes
Apr 9, 2024
Contributor
|
This pull request has been merged in 8a6427e. |
Closed
kedarnath03
pushed a commit
to kedarnath03/executorch
that referenced
this pull request
Jun 25, 2025
## Summary (cases handled) We introduce support for the convolution cases covered by ATen-VK's transpose implementation. This is achieved by - reusing the existing [`conv_transpose2d.glsl`](https://github.com/pytorch/pytorch/blob/09c72eaa3f69f90402c86a30abf4fc621298578c/aten/src/ATen/native/vulkan/glsl/conv_transpose2d.glsl), and - [moving special weights prepacking from CPU](https://github.com/pytorch/pytorch/blob/09c72eaa3f69f90402c86a30abf4fc621298578c/aten/src/ATen/native/vulkan/ops/Convolution.cpp#L134-L235) to the GPU in `conv_transpose2d_prepack_weights.glsl`. We also include resizing support for dynamic shapes. Note that only height and width of the input can vary. ## Cases not handled The implementation is on-par with ATen-VK's Transpose. This means the following cases are missing: 1. **Groups G > 1.** 2. **Batch (input) N > 1.** 3. **Dilation > 1.** Differential Revision: [D55667336](https://our.internmc.facebook.com/intern/diff/D55667336/) ghstack-source-id: 221526248 Pull Request resolved: pytorch/executorch#2883
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
3 participants
Add this suggestion to a batch that can be applied as a single commit.This suggestion is invalid because no changes were made to the code.Suggestions cannot be applied while the pull request is closed.Suggestions cannot be applied while viewing a subset of changes.Only one suggestion per line can be applied in a batch.Add this suggestion to a batch that can be applied as a single commit.Applying suggestions on deleted lines is not supported.You must change the existing code in this line in order to create a valid suggestion.Outdated suggestions cannot be applied.This suggestion has been applied or marked resolved.Suggestions cannot be applied from pending reviews.Suggestions cannot be applied on multi-line comments.Suggestions cannot be applied while the pull request is queued to merge.Suggestion cannot be applied right now. Please check back later.
Stack from ghstack (oldest at bottom):
Summary (cases handled)
We introduce support for the convolution cases covered by ATen-VK's transpose implementation. This is achieved by
conv_transpose2d.glsl, andconv_transpose2d_prepack_weights.glsl.We also include resizing support for dynamic shapes. Note that only height and width of the input can vary.
Cases not handled
The implementation is on-par with ATen-VK's Transpose. This means the following cases are missing:
Differential Revision: D55667336