Support for set_aspect_ratio_policy for Resize (ONNX Opset 18)

[cane122]

While working with ONNX Opset 18 models, I noticed that the MIGraphX ONNX parser
does not yet support the following Resize attributes:

• axes
• set_aspect_ratio_policy

I may be missing some context, but there appears to be an active TODO in
parse_resize.cpp related to these attributes, suggesting this support is
planned but not yet implemented.

Error

model = migraphx.parse_onnx(onnx_path)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
RuntimeError: /longer_pathname_so_that_rpms_can_support_packaging_the_debug_info_for_all_os_profiles/src/AMDMIGraphX/src/onnx/parse_resize.cpp:342: set_aspect_ratio_policy: PARSE_RESIZE: keep_aspect_ratio_policy is not supported!

heatmaps_resized = F.interpolate( heatmaps, size=self.target_hw, mode='bicubic', align_corners=True )

References

• ONNX Resize operator (Opset 18):
  https://onnx.ai/onnx/operators/onnx__Resize.html

[itikhono]

@cane122 could you check with #4875 ?

As I can see, interpolate will be replaced by Resize (keep_aspect_ratio_policy = "stretch") - it actually matches the default Resize logic from opset17 , so we can process keep_aspect_ratio_policy = "stretch" with already existing code and
"set_aspect_ratio_policy: PARSE_RESIZE: keep_aspect_ratio_policy is not supported!" issue should disappear

This is not a full coverage of possible scenarios, but most cases will pass