This Pytorch Version of MobileNetV2 is converted from my Caffe Version manually.
Pytorch Version: 0.4.0 Python Version: 3.6.5
Run: python my_eval.py -a mobilenetv2 --evaluate MobileNetV2_From_Caffe.pth --data path_t0_ImageNetValSet/
Then you could get the result: top1 71.460, top5 90.200 (A little increase)