Fix 2219 after rebase#2690

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Aravind-11 wants to merge 7 commits intomicrosoft:mainfrom

Aravind-11:fix-2219-new

Commits on Jan 1, 2026

revamp of pr#2549
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added fixed function logic

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added test cases for aten_embedding_bag_padding_idx

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fix: resolve lint warnings and comparison issue

crypto-a
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style: fixed linting issues in code

crypto-a
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fixes
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linting
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