Feature Request: Add optimizations for ConvTranspose
Nobody has claimed this yet.
- Dominant language
- C++
- Stars
- 834
- Forks
- 109
- Avg merge
- 6h 55m
- Merged PRs (30d)
- 2
Description
Hi
Currently onnx optimizer has several passes for Conv op fusion like fuse_add_bias_into_conv. However, it seems like their support is only limited to Conv nodes. Would be nice if ConvTranspose is also supported.
Contributor guide
No contributing guide indexed for this repository
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 reviewing the existing Conv optimization passes, including fuse_add_bias_into_conv, and compare how they identify and transform Conv nodes. Determine which passes are intended to support ConvTranspose and define the expected behavior for those nodes. Done means the applicable optimizations handle ConvTranspose consistently with Conv and their existing verification remains valid.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- cpp
- Domain
- performance
- Issue type
- Feature
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Mostly clear
- Newbie friendliness
- 35/100