Add workspace to TritonTemplates #138050
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Add workspace to TritonTemplates #138050
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🔗 Helpful Links🧪 See artifacts and rendered test results at hud.pytorch.org/pr/138050
Note: Links to docs will display an error until the docs builds have been completed. ✅ No FailuresAs of commit 3f62fc6 with merge base 5916def ( This comment was automatically generated by Dr. CI and updates every 15 minutes. |
cc voznesenskym penguinwu EikanWang jgong5 Guobing-Chen XiaobingSuper zhuhaozhe blzheng wenzhe-nrv jiayisunx ipiszy yf225 chenyang78 kadeng muchulee8 ColinPeppler amjames desertfire chauhang [ghstack-poisoned]
cc voznesenskym penguinwu EikanWang jgong5 Guobing-Chen XiaobingSuper zhuhaozhe blzheng wenzhe-nrv jiayisunx ipiszy yf225 chenyang78 kadeng muchulee8 ColinPeppler amjames desertfire chauhang [ghstack-poisoned]
cc voznesenskym penguinwu EikanWang jgong5 Guobing-Chen XiaobingSuper zhuhaozhe blzheng wenzhe-nrv jiayisunx ipiszy yf225 chenyang78 kadeng muchulee8 ColinPeppler amjames desertfire chauhang [ghstack-poisoned]
cc voznesenskym penguinwu EikanWang jgong5 Guobing-Chen XiaobingSuper zhuhaozhe blzheng wenzhe-nrv jiayisunx ipiszy yf225 chenyang78 kadeng muchulee8 ColinPeppler amjames desertfire chauhang [ghstack-poisoned]
# Summary Adds the option for TritonTemplate kernels to request a workspace, this is needed in the follow up PR where we need a place to add the device side TMA descriptors cc voznesenskym penguinwu EikanWang jgong5 Guobing-Chen XiaobingSuper zhuhaozhe blzheng wenzhe-nrv jiayisunx ipiszy yf225 chenyang78 kadeng muchulee8 ColinPeppler amjames desertfire chauhang [ghstack-poisoned]
Chillee
approved these changes
Oct 16, 2024
eellison
approved these changes
Oct 16, 2024
Closed
# Summary Adds the option for TritonTemplate kernels to request a workspace, this is needed in the follow up PR where we need a place to add the device side TMA descriptors cc voznesenskym penguinwu EikanWang jgong5 Guobing-Chen XiaobingSuper zhuhaozhe blzheng wenzhe-nrv jiayisunx ipiszy yf225 chenyang78 kadeng muchulee8 ColinPeppler amjames desertfire chauhang [ghstack-poisoned]
drisspg
commented
Oct 16, 2024
eellison
reviewed
Oct 16, 2024
# Summary Adds the option for TritonTemplate kernels to request a workspace, this is needed in the follow up PR where we need a place to add the device side TMA descriptors cc voznesenskym penguinwu EikanWang jgong5 Guobing-Chen XiaobingSuper zhuhaozhe blzheng wenzhe-nrv jiayisunx ipiszy yf225 chenyang78 kadeng muchulee8 ColinPeppler amjames desertfire chauhang [ghstack-poisoned]
# Summary Adds the option for TritonTemplate kernels to request a workspace, this is needed in the follow up PR where we need a place to add the device side TMA descriptors cc voznesenskym penguinwu EikanWang jgong5 Guobing-Chen XiaobingSuper zhuhaozhe blzheng wenzhe-nrv jiayisunx ipiszy yf225 chenyang78 kadeng muchulee8 ColinPeppler amjames desertfire chauhang [ghstack-poisoned]
# Summary Adds the option for TritonTemplate kernels to request a workspace, this is needed in the follow up PR where we need a place to add the device side TMA descriptors cc voznesenskym penguinwu EikanWang jgong5 Guobing-Chen XiaobingSuper zhuhaozhe blzheng wenzhe-nrv jiayisunx ipiszy yf225 chenyang78 kadeng muchulee8 ColinPeppler amjames desertfire chauhang [ghstack-poisoned]
drisspg
commented
Oct 17, 2024
# Summary Adds the option for TritonTemplate kernels to request a workspace, this is needed in the follow up PR where we need a place to add the device side TMA descriptors cc voznesenskym penguinwu EikanWang jgong5 Guobing-Chen XiaobingSuper zhuhaozhe blzheng wenzhe-nrv jiayisunx ipiszy yf225 chenyang78 kadeng muchulee8 ColinPeppler amjames desertfire chauhang [ghstack-poisoned]
eellison
reviewed
Oct 18, 2024
# Summary Adds the option for TritonTemplate kernels to request a workspace, this is needed in the follow up PR where we need a place to add the device side TMA descriptors cc voznesenskym penguinwu EikanWang jgong5 Guobing-Chen XiaobingSuper zhuhaozhe blzheng wenzhe-nrv jiayisunx ipiszy yf225 chenyang78 kadeng muchulee8 ColinPeppler amjames desertfire chauhang [ghstack-poisoned]
# Summary Adds the option for TritonTemplate kernels to request a workspace, this is needed in the follow up PR where we need a place to add the device side TMA descriptors cc voznesenskym penguinwu EikanWang jgong5 Guobing-Chen XiaobingSuper zhuhaozhe blzheng wenzhe-nrv jiayisunx ipiszy yf225 chenyang78 kadeng muchulee8 ColinPeppler amjames desertfire chauhang [ghstack-poisoned]
# Summary Adds the option for TritonTemplate kernels to request a workspace, this is needed in the follow up PR where we need a place to add the device side TMA descriptors cc voznesenskym penguinwu EikanWang jgong5 Guobing-Chen XiaobingSuper zhuhaozhe blzheng wenzhe-nrv jiayisunx ipiszy yf225 chenyang78 kadeng muchulee8 ColinPeppler amjames desertfire chauhang [ghstack-poisoned]
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drisspg
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@pytorchbot merge |
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rahulsingh-intel
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Nov 5, 2024
Here's a markdown summary for the PR:
# Add workspace buffer support for Triton templates
## Summary
Adds support for templates to allocate and use temporary workspace buffers
## Key Changes
- Add `WorkspaceArg` support in Triton template system
- Automatic workspace allocation/deallocation around kernel execution
- Zero-initialization support for workspace buffers
- Seamless integration with existing tensor management
## Example Usage
```python
def generate(self, ...):
workspace_arg = WorkspaceArg(
count=1024*1024, # 1MB workspace
zero_fill=True # Zero-initialized
)
return TritonTemplateCaller(..., workspace_arg=workspace_arg)
```
Pull Request resolved: pytorch#138050
Approved by: https://github.com/Chillee, https://github.com/eellison
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Stack from ghstack (oldest at bottom):
Here's a markdown summary for the PR:
Add workspace buffer support for Triton templates
Summary
Adds support for templates to allocate and use temporary workspace buffers
Key Changes
WorkspaceArgsupport in Triton template systemExample Usage
cc @voznesenskym @penguinwu @EikanWang @jgong5 @Guobing-Chen @XiaobingSuper @zhuhaozhe @blzheng @wenzhe-nrv @jiayisunx @ipiszy @yf225 @chenyang78 @kadeng @muchulee8 @ColinPeppler @amjames @desertfire @chauhang @aakhundov