CUDA: FA optimization for models using SWA #752
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This PR is analogous to #702 and implements the optimization for the CUDA back-end.
Here performance comparisons between the main branch and this PR for
Q4_0-quantized GPT-OSS-20B running on an RTX-4080 GPU:Prompt processing
Token generation