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fix: structured inputs for CudaGraphsTorchTensorRTModule #3407

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fix: structured inputs for CudaGraphsTorchTensorRTModule #3407

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Description

Add support for structured inputs in CudaGraphsTorchTensorRTModule using torch's tree utilities to properly handle both args and kwargs input

Fixes #3406

Type of change

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  • Bug fix (non-breaking change which fixes an issue)

Checklist:

  • My code follows the style guidelines of this project (You can use the linters)
  • I have performed a self-review of my own code
  • I have commented my code, particularly in hard-to-understand areas and hacks
  • I have made corresponding changes to the documentation
  • I have added tests to verify my fix or my feature
  • New and existing unit tests pass locally with my changes
  • I have added the relevant labels to my PR in so that relevant reviewers are notified

@github-actions github-actions bot added component: api [Python] Issues re: Python API component: runtime component: dynamo Issues relating to the `torch.compile` or `torch._dynamo.export` paths labels Feb 24, 2025
@github-actions github-actions bot requested a review from gs-olive February 24, 2025 14:06
@keehyuna keehyuna self-assigned this Feb 24, 2025
@github-actions github-actions bot added the component: tests Issues re: Tests label Feb 25, 2025
@keehyuna keehyuna requested review from narendasan, peri044 and cehongwang and removed request for gs-olive February 25, 2025 05:43
@keehyuna keehyuna marked this pull request as ready for review February 25, 2025 05:43
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Reviewers

@narendasan narendasan Awaiting requested review from narendasan

@peri044 peri044 Awaiting requested review from peri044

@cehongwang cehongwang Awaiting requested review from cehongwang

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@keehyuna keehyuna

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cla signed component: api [Python] Issues re: Python API component: dynamo Issues relating to the `torch.compile` or `torch._dynamo.export` paths component: runtime component: tests Issues re: Tests
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Successfully merging this pull request may close these issues.

🐛 [Bug] Encountered bug when using Torch-TensorRT
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@keehyuna @facebook-github-bot