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fix: aten::split behavior with negative indexing #1403

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Merged
merged 1 commit into from
Oct 18, 2022
Merged

fix: aten::split behavior with negative indexing #1403

merged 1 commit into from
Oct 18, 2022

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gs-olive
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@gs-olive gs-olive commented Oct 13, 2022 •
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Description

RuntimeError: [Error thrown at core/conversion/conversion.cpp:428] Expected eval_list->elements().size() == n->outputs().size() to be true but got false
Size of evaluated results: 3 and node outputs size: 2 must match.
  • Bug involves the use of a negative index (-1) when applying the aten::split operator
  • Improved axis handling in add_split to account for negative indexing
  • Improved error handling in add_split to ensure valid axes for C++ indexing
  • Added regression test to replicate error

Fixes #1410

Type of change

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

Checklist:

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

@gs-olive
fix: Correct aten::split behavior when negative indexing is applied
33fd880 
- Identify issue arising in the deepset/roberta-base-squad2 HuggingFace
network (https://huggingface.co/deepset/roberta-base-squad2) during
conversion
- Bug involves the use of a negative index (-1) when applying the
aten::split operator
- Improved axis handling in add_split to account for negative indexing
- Improved error handling in add_split to ensure valid axes for C++
indexing
@github-actions github-actions bot added component: conversion Issues re: Conversion stage component: converters Issues re: Specific op converters component: core Issues re: The core compiler component: tests Issues re: Tests labels Oct 13, 2022
gs-olive
gs-olive commented Oct 13, 2022
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core/conversion/converters/impl/select.cpp
Comment on lines +283 to +284
// refer to
// https://github.com/pytorch/pytorch/blob/974ad8fa6cc63b89234beb5ebff54c2d42711932/torch/onnx/symbolic_opset9.py#L4627
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Switched original link to permalink

@gs-olive gs-olive changed the title fix: Correct aten::split behavior when negative indexing is applied fix: aten::split behavior when negative indexing is applied Oct 13, 2022
@gs-olive gs-olive changed the title fix: aten::split behavior when negative indexing is applied fix: aten::split behavior with negative indexing Oct 13, 2022
@gs-olive gs-olive marked this pull request as ready for review October 14, 2022 21:30
narendasan
narendasan approved these changes Oct 18, 2022
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LGTM!

@narendasan narendasan merged commit f6ba547 into pytorch:master Oct 18, 2022
@gs-olive gs-olive deleted the split_negative_dims_bugfix branch October 21, 2022 00:10
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@narendasan narendasan narendasan approved these changes

@andi4191 andi4191 Awaiting requested review from andi4191

@bowang007 bowang007 Awaiting requested review from bowang007

@peri044 peri044 Awaiting requested review from peri044

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🐛 [Bug] Encountered bug when converting deepset/roberta-base-squad2 Hugging Face Network
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