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# PyTorch ONNX Exporter (POE) Rules are based on sarif ReportingDescriptor format.
# TODO: Define additional format requirements on top of sarif for our usage.
# For example: pre defined keys for message_strings for logging on different levels.
# TODO: Based on above, create helper script to generate new rules.
# TODO: Separate rules into individual files.
# TODO: These rules are for demonstration purposes only. They are not complete.
- id: POE0001
name: node-missing-onnx-shape-inference
short_description:
text: Node is missing ONNX shape inference.
full_description:
text: ""
markdown: |
Node is missing ONNX shape inference.
This usually happens when the node is not valid under standard ONNX operator spec.
message_strings:
default:
text: "The shape inference of {0} type is missing, so it may result in wrong shape inference for the exported graph.
Please consider adding it in symbolic function."
help_uri:
properties:
deprecated: false
tags: []
- id: POE0002
name: missing-custom-symbolic-function
short_description:
text: Missing symbolic function for custom PyTorch operator, cannot translate node to ONNX.
full_description:
text: ""
markdown: |
Missing symbolic function for custom PyTorch operator, cannot translate node to ONNX.
message_strings:
default:
text: "ONNX export failed on an operator with unrecognized namespace {0}.
If you are trying to export a custom operator, make sure you registered
it with the right domain and version."
help_uri:
properties:
deprecated: false
tags: []
- id: POE0003
name: missing-standard-symbolic-function
short_description:
text: Missing symbolic function for standard PyTorch operator, cannot translate node to ONNX.
full_description:
text: ""
markdown: |
Missing symbolic function for standard PyTorch operator, cannot translate node to ONNX.
message_strings:
default:
text: "Exporting the operator '{0}' to ONNX opset version {1} is not supported.
Please feel free to request support or submit a pull request on PyTorch GitHub: {2}."
help_uri:
properties:
deprecated: false
tags: []
- id: POE0004
name: operator-supported-in-newer-opset-version
short_description:
text: Operator is supported in newer opset version.
full_description:
text: ""
markdown: |
Operator is supported in newer opset version.
Example:
```python
torch.onnx.export(model, args, ..., opset_version=9)
```
message_strings:
default:
text: "Exporting the operator '{0}' to ONNX opset version {1} is not supported.
Support for this operator was added in version {2}, try exporting with this version."
help_uri:
properties:
deprecated: false
tags: []
|
