Update attention fusion to support SDPA pattern #22629
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kunal-vaishnavi
previously approved these changes
Nov 19, 2024
kunal-vaishnavi
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Nov 21, 2024
mszhanyi
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Nov 22, 2024
### Description Match new SDPA pattern for huggingface BERT model that exported from latest transformers package. Some changes of transformers tests in CI pipeline: (1) Enable tests for bert, distilbert and roberta models in CI. (2) Remove out-of-date tests for huggingface models that were marked as slow and not enabled in CI pipeline. (3) Upgrade transformers package version to the latest. ### Motivation and Context Recent huggingface transformers use torch SDPA in bert modeling. The graph pattern change causes attention fusion not working anymore. Update the fusion script to match the new pattern.
guschmue
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Dec 2, 2024
### Description Match new SDPA pattern for huggingface BERT model that exported from latest transformers package. Some changes of transformers tests in CI pipeline: (1) Enable tests for bert, distilbert and roberta models in CI. (2) Remove out-of-date tests for huggingface models that were marked as slow and not enabled in CI pipeline. (3) Upgrade transformers package version to the latest. ### Motivation and Context Recent huggingface transformers use torch SDPA in bert modeling. The graph pattern change causes attention fusion not working anymore. Update the fusion script to match the new pattern.
ankitm3k
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Dec 11, 2024
### Description Match new SDPA pattern for huggingface BERT model that exported from latest transformers package. Some changes of transformers tests in CI pipeline: (1) Enable tests for bert, distilbert and roberta models in CI. (2) Remove out-of-date tests for huggingface models that were marked as slow and not enabled in CI pipeline. (3) Upgrade transformers package version to the latest. ### Motivation and Context Recent huggingface transformers use torch SDPA in bert modeling. The graph pattern change causes attention fusion not working anymore. Update the fusion script to match the new pattern.
ankitm3k
pushed a commit
to intel/onnxruntime
that referenced
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Dec 11, 2024
### Description Match new SDPA pattern for huggingface BERT model that exported from latest transformers package. Some changes of transformers tests in CI pipeline: (1) Enable tests for bert, distilbert and roberta models in CI. (2) Remove out-of-date tests for huggingface models that were marked as slow and not enabled in CI pipeline. (3) Upgrade transformers package version to the latest. ### Motivation and Context Recent huggingface transformers use torch SDPA in bert modeling. The graph pattern change causes attention fusion not working anymore. Update the fusion script to match the new pattern.
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Description
Match new SDPA pattern for huggingface BERT model that exported from latest transformers package.
Some changes of transformers tests in CI pipeline:
(1) Enable tests for bert, distilbert and roberta models in CI.
(2) Remove out-of-date tests for huggingface models that were marked as slow and not enabled in CI pipeline.
(3) Upgrade transformers package version to the latest.
Motivation and Context
Recent huggingface transformers use torch SDPA in bert modeling. The graph pattern change causes attention fusion not working anymore. Update the fusion script to match the new pattern.