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clean CP implementation for flash attention and cuDNN 9.6 #6505

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Run time

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Job	Run time
Core	28m 24s
JAX	49m 10s
PaddlePaddle	25m 13s
PyTorch	1h 3m 45s
	2h 46m 32s