microsoft / microsoft/onnxruntime
Opset-18 resize op support in cuda
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- Dominant language
- C++
- Stars
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- Forks
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- Avg merge
- 4d 11h
- Merged PRs (30d)
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Description
### Describe the feature request
I noticed that the resize op can be implemented on CPU, but I have not found the implementation of it on GPU. I would like to ask why the resize op cannot be supported by onnxruntime-GPU. If I want onnxruntime-GPU to support the resize op, what should I do?
### Describe scenario use case
computer vision、yolov3
Contributor guide
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
The issue names no files or tests. Start by locating the existing CPU Resize implementation and the corresponding CUDA support area in ONNX Runtime, then review the ONNX Opset-18 Resize requirements. Done means establishing the required GPU support and validating it for the computer-vision use case, with relevant GPU tests identified during investigation.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- cpp
- Domain
- machine-learning, performance
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 25/100