ONNX GraphSurgeon includes an IR (intermediate representation) that can be exported to ONNX. Additionally, the IR exposes a simple API so that it is possible to build graphs manually.

This example creates an ONNX model containing a single GlobalLpPool node.

Running the example

Generate the model and save it to test_globallppool.onnx by running:

python3 example.py

The generated model will look like this: