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feat: support adaptive avg pool 2d and 3d dynamo converters #2632

Merged
merged 5 commits into from
Apr 12, 2024
Merged

feat: support adaptive avg pool 2d and 3d dynamo converters #2632

merged 5 commits into from
Apr 12, 2024

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zewenli98
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Description

Support adaptive_avg_pool2d and adaptive_avg_pool3d.

Fixes #2611 #2612

Type of change

  • New feature (non-breaking change which adds functionality)

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

@zewenli98 zewenli98 self-assigned this Feb 1, 2024
@github-actions github-actions bot added component: tests Issues re: Tests component: conversion Issues re: Conversion stage component: converters Issues re: Specific op converters component: api [Python] Issues re: Python API component: dynamo Issues relating to the `torch.compile` or `torch._dynamo.export` paths labels Feb 1, 2024
@github-actions github-actions bot requested a review from apbose February 1, 2024 01:59
@zewenli98 zewenli98 removed component: tests Issues re: Tests component: conversion Issues re: Conversion stage component: api [Python] Issues re: Python API component: dynamo Issues relating to the `torch.compile` or `torch._dynamo.export` paths labels Feb 1, 2024
@narendasan narendasan linked an issue Feb 6, 2024 that may be closed by this pull request
aten.adaptive_avg_pool3d #2612
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@zewenli98 zewenli98 mentioned this pull request Feb 8, 2024
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@zewenli98 zewenli98 force-pushed the adaptive_avg_poolNd_dynamo_converter branch from 98524e0 to 8c41f14 Compare February 9, 2024 00:56
@github-actions github-actions bot added component: tests Issues re: Tests component: conversion Issues re: Conversion stage component: api [Python] Issues re: Python API component: dynamo Issues relating to the `torch.compile` or `torch._dynamo.export` paths labels Feb 9, 2024
@zewenli98 zewenli98 force-pushed the adaptive_avg_poolNd_dynamo_converter branch from 65bbf45 to 2100974 Compare February 23, 2024 01:55
narendasan
narendasan approved these changes Mar 21, 2024
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LGTM pending CI

@zewenli98 zewenli98 force-pushed the adaptive_avg_poolNd_dynamo_converter branch from 2100974 to e2e0aa5 Compare March 21, 2024 23:58
gs-olive
gs-olive reviewed Apr 8, 2024
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Overall looks good - added a few small suggestions

py/torch_tensorrt/dynamo/conversion/impl/pool.py Show resolved Hide resolved
py/torch_tensorrt/dynamo/conversion/impl/pool.py Show resolved Hide resolved
py/torch_tensorrt/dynamo/conversion/impl/pool.py Show resolved Hide resolved
@zewenli98 zewenli98 requested a review from gs-olive April 10, 2024 17:10
gs-olive
gs-olive approved these changes Apr 10, 2024
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Added two small comments - looks good to me pending CI for the test cases and those fixes.

tests/py/dynamo/conversion/test_adaptive_avgpool_aten.py Outdated Show resolved Hide resolved
py/torch_tensorrt/dynamo/conversion/aten_ops_converters.py Show resolved Hide resolved
narendasan
narendasan approved these changes Apr 12, 2024
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LGTM

@narendasan narendasan merged commit e232ffa into pytorch:main Apr 12, 2024
16 of 21 checks passed
peri044 pushed a commit that referenced this pull request Apr 19, 2024
@zewenli98 @peri044
feat: support adaptive avg pool 2d and 3d dynamo converters (#2632)
264905d
laikhtewari pushed a commit that referenced this pull request May 24, 2024
@zewenli98 @laikhtewari
feat: support adaptive avg pool 2d and 3d dynamo converters (#2632)
1e56b61
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@narendasan narendasan narendasan approved these changes

@gs-olive gs-olive gs-olive approved these changes

@apbose apbose Awaiting requested review from apbose

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@zewenli98 zewenli98

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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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aten.adaptive_avg_pool3d aten.adaptive_avg_pool2d
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