pytorch/vision

does deformable conv support export to onnx?

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#2,066 opened on Apr 6, 2020

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enhancementhelp wantedmodule: onnxmodule: ops

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Description

Does deformable conv support export to onnx or not?

Contributor guide

Research direction
Investigate the PyTorch vision source code for deformable convolution implementation, specifically the torchvision.ops.deform conv module. Check if the module has an ONNX symbolic registration in torch.onnx.symbolic opset or similar. Also, test exporting a simple model containing deform conv to ONNX to see if it works. Review any existing discussions in the issue comments for hints or workarounds.
Tech stack
python
Domain
machine learning
Issue type
Research
DifficultyEstimated implementation difficulty for a new contributor, from 1 for very small changes to 5 for expert-level work.
3
Estimated timeA rough time range for an experienced contributor to investigate, implement, test, and prepare a pull request.
1-3 hours
Activity statusHow available the issue appears right now: fresh, active, stale, blocked, or waiting on maintainer input.
Stale
ClarityHow clearly the issue explains the expected change, acceptance criteria, and next step.
Clear
Prerequisites
Knowledge of PyTorchFamiliarity with ONNX export
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
40