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@zewenli98 zewenli98 commented Dec 13, 2023

Description

Fix an output shape bug in torch.ops.aten.convolution.default (where is_transposed is True).

Fixes #2507

Type of change

  • 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: conversion Issues re: Conversion stage component: converters Issues re: Specific op converters component: dynamo Issues relating to the `torch.compile` or `torch._dynamo.export` paths labels Dec 13, 2023
@github-actions github-actions bot requested a review from narendasan December 13, 2023 03:17
@zewenli98 zewenli98 requested review from apbose and gs-olive December 13, 2023 03:17
@zewenli98 zewenli98 self-assigned this Dec 13, 2023
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This looks great - could you add the model (or a minimal sample of it) which originally caused the bug to this file, tests/py/dynamo/backend/test_specialized_models.py?

@github-actions github-actions bot added the component: tests Issues re: Tests label Dec 13, 2023
@zewenli98 zewenli98 requested a review from gs-olive December 13, 2023 04:45
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Looks good to me!

@zewenli98 zewenli98 merged commit 91431a0 into pytorch:main Dec 15, 2023
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cla signed component: api [Python] Issues re: Python API component: conversion Issues re: Conversion stage component: converters Issues re: Specific op converters component: dynamo Issues relating to the `torch.compile` or `torch._dynamo.export` paths component: tests Issues re: Tests

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🐛 [Bug] RuntimeError: Target aten.convolution.default does not support transposed=True when using torch_tensorrt as backend in torch.compile

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