microsoft / microsoft/onnxruntime-extensions
List available custom ops
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- Dominant language
- C++
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Description
Is there a way in which I could see the list of the currently registered custom ops ? No only the file which is used to register the operators in the the ORT session (so.register_custom_ops_library(get_library_path()))
I have a doubt that I am able to register the same operator multiple times when using PyOp and this creates errors during the ORT inference such as :
Fail: [ONNXRuntimeError] : 1 : FAIL : Failed to add kernel for custom_node_X ai.onnx.contrib CPUExecutionProvider: Conflicting with a registered kernel with op versions.
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- 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.
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Research direction
Start with the registration entry point so.register_custom_ops_library(get_library_path()) and the PyOp path mentioned in the report. Trace how custom operators are registered in the ORT session and determine what can expose the currently registered list. Done means the available custom ops can be inspected and the duplicate-registration concern can be verified or clearly reported.
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Assessment
- Tech stack
- cpp, python
- Domain
- api, backend
- Issue type
- Feature
- Difficulty
- 3/5
- Estimated time
- 1-2 days
- Activity status
- Quiet
- Clarity
- Mostly clear
- Newbie friendliness
- 48/100