kevinthesun commented on issue #10483: SSD performance optimization and 
benchmark script
   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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