doesn't support ConvTranspose2d？
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- Python
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Description
It seems that apex does not support ConvTranspose2d.
when I use upsample, it works.
when I use deconv, CUDA error: an illegal memory access was encountered
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First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Research direction
Start by reproducing the reported ConvTranspose2d/deconvolution case in Apex, comparing it with the working upsample case and recording the CUDA environment and minimal model details. Trace the relevant Apex mixed-precision handling for this operation; done means ConvTranspose2d no longer causes an illegal memory access and the behavior is covered by a regression test.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python, pytorch
- Domain
- machine-learning
- Issue type
- Bug
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Mostly clear
- Newbie friendliness
- 35/100