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liuli2017/MobileNetv2

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MobileNetv2

Run the script benchmark_mobilenetv2.sh and you can get the result: top1/top5: 0.7123/0.9018

You can use this model to do a lot of things such as training a smaller mobilenetv2 (By moving params or knowledge distillation)

Small MobileNetV1/V2 is friendly used on a mobile device (U-net for semanic segmentation and refinedet for object detection)

Training details for ImageNet2012 : type: "SGD" lr_policy: "poly" base_lr: 0.045 power: 1 momentum: 0.9 weight_decay: 0.00004

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  • C++ 54.8%
  • Cuda 44.5%
  • Shell 0.7%

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