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Changes:
Purpose:
Some LLM models generated by onnxruntime-genai has this pattern:

The result of Sub will be converted to i32 and fed into GroupQueryAttention. This PR #28163 decomposes GQA and introduces an Add that adds 1 back to the result.
With the changes in this PR, this add1 sub1 pattern which is repeated multiple times could be completely eliminated.