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[Relax][PyTorch] Add decomposed operator support for AdaptiveAvgPool - #18437

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tlopex merged 2 commits into
apache:mainfrom
guan404ming:add-decomposed-support-for-adp
Nov 13, 2025
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[Relax][PyTorch] Add decomposed operator support for AdaptiveAvgPool#18437
tlopex merged 2 commits into
apache:mainfrom
guan404ming:add-decomposed-support-for-adp

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@guan404ming

@guan404ming guan404ming commented Nov 13, 2025

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Related Issue

Why

  • When run_ep_decomposition=True is enabled, PyTorch decomposes adaptive_avg_pool operators into lower-level _adaptive_avg_pool*.default variants, which were not supported.

How

  • Added support for _adaptive_avg_pool1d.default, _adaptive_avg_pool2d.default, and _adaptive_avg_pool3d.default in exported_program_translator.py
  • Updated tests to use run_ep_decomposition=True including conv tests as well

@guan404ming

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cc @tlopex

@guan404ming
guan404ming marked this pull request as ready for review November 13, 2025 10:34

@tlopex tlopex left a comment

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LGTM! Thanks

@tlopex
tlopex merged commit 506a0bb into apache:main Nov 13, 2025
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@guan404ming

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Thanks!

@guan404ming
guan404ming deleted the add-decomposed-support-for-adp branch November 14, 2025 05:22
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2 participants