kevinthesun commented on issue #10483: SSD performance optimization and benchmark script URL: https://github.com/apache/incubator-mxnet/pull/10483#issuecomment-380200328 Maybe we can also benchmark with pretrained ssd model? Since with my experience of benchmarking ssd with mkldnn on skylake, multi box_detection shouldn't take that long when using pretrained model, due to number of valid objects is much smaller than random initialized parameters. For resnet50 as body network, time of multi box_detection is about 2% of the total inference time and with vgg16_reduced it is 8%.
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