pengzhao-intel commented on issue #15108: The test time of the model on GPU is normal, but the test time on CPU is very long. URL: https://github.com/apache/incubator-mxnet/issues/15108#issuecomment-498676696 It makes sense because your input image size is about 10X in both H and W direction from 12 to 112. So the runtime is increased. Btw, the no mkl build will be very slow and it's not performant. I suggest you change to MKLDNN build for the start point.
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