Optimize elementwise_add_grad op #32051
Merged
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PR types
Performance optimization
PR changes
OPs
Describe
起因
SimpleElemwiseAddGradCUDAKernel
的实现为拷贝dout
的值到dx
和dy
中。然而,此处存在一处可优化点:即若dout
与dx
或dy
复用了同一片地址,则无需多余拷贝。优化方案
dx_data
与dout_data
相同且当dy_data
与dout_data
不同时:只需要拷贝dout_data
到dy_data
即可。dx_data
与dout_data
不同且当dy_data
与dout_data
相同时:只需要拷贝dout_data
到dx_data
即可。dx_data
和dy_data
与dout_data
都不同时:调用原SimpleElemwiseAddGradCUDAKernel
。dx_data
和dy_data
与dout_data
都相同时:什么都不用做。优化结果
elementwise_add_grad
op耗时