[ONNX] Add Onnx->Torch lowering for GroupQueryAttention op #4006
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This commit adds the lowering for Onnx's GroupQueryAttention op.
The lowering is adopted from here: https://github.com/microsoft/onnxruntime/blob/65008cbb7393b121400a40dd8af4cc93d506918f/onnxruntime/contrib_ops/cpu/bert/group_query_attention.cc#L45
The lowering supports the GQA with rotary_embedding.
Signed-off-by: Vivek Khandelwal [email protected]