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Posted to commits@mxnet.apache.org by GitBox <gi...@apache.org> on 2018/09/20 09:18:05 UTC

[GitHub] juliusshufan edited a comment on issue #12591: USE_MKLDNN=1 is default in make build (mkldnn must be explicitly turned off)

juliusshufan edited a comment on issue #12591: USE_MKLDNN=1 is default in make build (mkldnn must be explicitly turned off)
URL: https://github.com/apache/incubator-mxnet/pull/12591#issuecomment-423105682
 
 
   Update the  ImageNet-1k inference accuracy, based on Gluon-model zoo (pre-trained model), comparison target is NVidia-GPU. 
   (Model including: AlexNet, VGG16, Resnet50-v1/v2, Inception-v3, DenseNet, SqueezeNet, MobileNetv1.0)
   
   
     | CPU | GPU
   -- | -- | --
   toplogy | top1 | top5 | top1 | top5
   alexnet | 0.556455 | 0.785575 | 0.556455 | 0.785523
   resnet50_v1 | 0.753367 | 0.926907 | 0.753367 | 0.926907
   resnet50_v2 | 0.761327 | 0.929354 | 0.761327 | 0.929354
   vgg16 | 0.720138 | 0.90662 | 0.720138 | 0.90662
   densenet121 | 0.736587 | 0.917328 | 0.736587 | 0.917328
   squeezenet1.1 | 0.561469 | 0.792099 | 0.561481 | 0.792099
   mobilenet1.0 | 0.693531 | 0.889003 | 0.693531 | 0.889003
   inceptionv3 | 0.762979 | 0.928074 | 0.762979 | 0.92814
   
   
   
   

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