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This format doesn't store all information about the graph. For older PyTorch formats the graph is more a best guess extracted from what's in the file. Best approach is probably to use the code that produced this file, export to ONNX and use ONNX inference (see #71) to fill in the shapes.
how to get pytorch input and output node information
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