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Adding ONNX support for RobertaClassification #14024

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danilojsl
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Description

Adding ONNX support for:

  • RobertaForSequenceClassification
  • RobertaForTokenClassification
  • RobertaForQuestionAnswering

Motivation and Context

  • Adding ONNX support for classification annotators for faster inference

How Has This Been Tested?

Screenshots (if appropriate):

Types of changes

  • Bug fix (non-breaking change which fixes an issue)
  • Code improvements with no or little impact
  • New feature (non-breaking change which adds functionality)
  • Breaking change (fix or feature that would cause existing functionality to change)

Checklist:

  • My code follows the code style of this project.
  • My change requires a change to the documentation.
  • I have updated the documentation accordingly.
  • I have read the CONTRIBUTING page.
  • I have added tests to cover my changes.
  • All new and existing tests passed.

[SPARKNLP-930] Adding ONNX support for RobertaForSequenceClassification
[SPARKNLP-931] Adding ONNX support for RobertaForTokenClassification
@danilojsl danilojsl added DON'T MERGE Do not merge this PR new-feature Introducing a new feature labels Oct 12, 2023
@danilojsl danilojsl changed the title [SPARKNLP-929] Adding ONNX support for RobertaForQuestionAnswering SPARKNLP-929 Adding ONNX support for RobertaClassification Oct 17, 2023
@danilojsl danilojsl changed the title SPARKNLP-929 Adding ONNX support for RobertaClassification Adding ONNX support for RobertaClassification Oct 17, 2023
@maziyarpanahi maziyarpanahi changed the base branch from master to release/514-release-candidate October 26, 2023 11:34
@maziyarpanahi maziyarpanahi merged commit d609470 into release/514-release-candidate Oct 26, 2023
1 of 2 checks passed
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2 participants