Not all ONNX graphs supported

[derdiedasoli]

I encountered several ONNX graphs which don't seem to be compatible with the predictor, such as YOLOv11m, DAMO-YOLO models, etc.

Is there a list of requirements for supported ONNX graphs?

[mwessley]

The main limitations would be the onnx version and the onnx-tool version you installed in the annette environment.
I also recommend applying onnx simplification on the model https://pypi.org/project/onnxsim/ that can also resolve a lot of issues.
Do you have links for the specific onnx models you applied.
What errors do you run into?

[derdiedasoli]

Using a yolo11m.onnx graph, the following error occurs:

onnx.onnx_cpp2py_export.checker.ValidationError: Your model ir_version 10 is higher than the checker's (9).

I suppose re-exporting the graph with a lower opset_version might fix the issue(?), but I think listing the expected opset (if thats the issue) for onnx graphs might be helpful

[derdiedasoli]

Other models where the inference failed for me previously seem to work now...? I have reinstalled annette on a different distro, chances are my previous installation was just broken