microsoft / microsoft/onnxruntime
API to get compatible ONNX version
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- Dominant language
- C++
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Description
Is your feature request related to a problem? Please describe.
The latest ONNX Runtime Python package is not always compatible with the latest ONNX Python package. How can I programmatically determine a version of ONNX which is compatible?
For example, this compatibility is necessary when generating a model with ONNX and then running it with ONNX Runtime.
System information
- ONNX Runtime version (you are using): 1.8.1
Describe the solution you'd like
Add a Python API to query the version of ONNX a particular version of ONNX Runtime is built with. It could be fancier and return the whole range of compatible ONNX versions too.
Describe alternatives you've considered
N/A
Additional context
N/A
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
Start by reviewing the ONNX Runtime Python package and the ONNX/ONNX Runtime version relationship described for runtime 1.8.1. Determine where a compatibility query would belong and define whether it should return one version or a range; done means the requested compatibility information can be queried programmatically.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- cpp, python
- Domain
- machine-learning
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Mostly clear
- Newbie friendliness
- 30/100