ORT uses static shape inference functions in ONNX==1.18

[titaiwangms]

The following shape inference functions is consumed by ONNXRUNTIME to infer shape and type for contrib_ops:
https://github.com/onnx/onnx/blob/9e379bdd51be054c89b29386f17a2fd731ce190f/onnx/defs/nn/defs.cc#L39
https://github.com/onnx/onnx/blob/9e379bdd51be054c89b29386f17a2fd731ce190f/onnx/defs/nn/defs.cc#L1108
https://github.com/onnx/onnx/blob/9e379bdd51be054c89b29386f17a2fd731ce190f/onnx/defs/nn/defs.cc#L1469
https://github.com/onnx/onnx/blob/9e379bdd51be054c89b29386f17a2fd731ce190f/onnx/defs/rnn/defs.cc#L8

However, starting from ONNX==1.18.0, they are static function: onnx/onnx#6401.

example usage:

onnxruntime/onnxruntime/core/optimizer/nchwc_transformer.cc

Line 116 in fe97f8b

void ConvPoolShapeInference(const Node& node,

[github-actions]

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[snnn]

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