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Between the initialization for |
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I found more examples with the same issue. And change cudamemset to async version. |
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In
make_convolutional_layerfunction,l.outputis initialized to 0 byxcalloc. Then it is copied tol.output_gpu, and conditionally copied tol.x_gpuandl.x_norm_gpu.We can use
cuda_memsetto set these three arrays in gpu side rather than doing copy all zeros from cpu side. This optimization will save a lot of memory traffic. In my simple test for dog.jpg, it saves about 20% memory copy traffic.