Maybe I did not write this clear, A BGR in [0, 255] format with BGR mean subtracted and a pretrained caffe-converted vgg16 model is exactly what i’m using, I also tried RGB in [0, 1] with pretrained vgg16 model in torchvision.models, neither of them worked fine.