Back to pull request #951

Lower memory usage during AttnFuncWithCP.forward #4415

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Run time

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Job	Run time
PyTorch C++	21s
PyTorch Python	1m 54s
JAX C++	16s
JAX Python	18s
PaddlePaddle C++	20s
PaddlePaddle Python	55s
	4m 4s