[BUG] ONNX Tutorials are failing against 2.6 binaries

[svekars]

Add Link

beginner/onnx/export_simple_model_to_onnx_tutorial.html
beginner/onnx/onnx_registry_tutorial.html

Describe the bug

Errors:

  File "/var/lib/workspace/beginner_source/onnx/export_simple_model_to_onnx_tutorial.py", line 158, in <module>
    onnx_input = onnx_program.adapt_torch_inputs_to_onnx(torch_input)
AttributeError: 'ONNXProgram' object has no attribute 'adapt_torch_inputs_to_onnx'

build log

WARNING: /var/lib/workspace/beginner_source/onnx/onnx_registry_tutorial.py failed to execute correctly: Traceback (most recent call last):
  File "/var/lib/workspace/beginner_source/onnx/onnx_registry_tutorial.py", line 127, in <module>
    assert onnx_program.model_proto.graph.node[0].domain == "custom.aten"
AssertionError

build log

Until 2.6 is stable, submit fixes against the 2.6-RC-TEST branch.

Describe your environment

• Pytorch 2.6

cc @xadupre @thiagocrepaldi @titaiwangms

[titaiwangms]

cc @justinchuby