Currently I’m using what https://github.com/wkentaro/pytorch-fcn 49 used, a pretrained vgg16 model in PyTorch format.
    vgg16 = VGG16(pretrained=False)
    if pretrained:
        state_dict = torch.load('./vgg16_from_caffe.pth')
        vgg16.load_state_dict(state_dict)

But the performance is much worse than pytorch-fcn 49’s implementation.