Error(s) in loading state_dict for ft_net_dense

[amirgholipour]

Hi thanks for your code.
I have trained the model by the command that you provided. However, wen i want to test the model this error was displayed:
Error(s) in loading state_dict for ft_net_dense:
Missing key(s) in state_dict: "model.features.conv0.weight", "model.features.norm0.weight", "model.features.norm0.bias", "model.features.norm0.running_mean", "model.features.norm0.running_var", "model.features.denseblock1.denselayer1.norm1.weight", "model.features.denseblock1.denselayer1.norm1.bias", "model.features.denseblock1.denselayer1.norm1.running_mean", "model.features.denseblock1.denselayer1.norm1.running_var", "model.features.denseblock1.denselayer1.conv1.weight", "model.features.denseblock1.denselayer1.norm2.weight", "model.features.denseblock1.denselayer1.norm2.bias", "model.features.denseblock1.denselayer1.norm2.running_mean", "model.features.denseblock1.denselayer1.norm2.running_var", "model.features.denseblock1.denselayer1.conv2.weight", "model.features.denseblock1.denselayer2.norm1.weight", "model.features.denseblock1.denselayer2.norm1.bias", "model.features.denseblock1.denselayer2.norm1.running_mean", "model.features.denseblock1.denselayer2.norm1.running_var", "model.features.denseblock1.denselayer2.conv1.weight", "model.features.denseblock1.denselayer2.norm2.weight", "model.features.denseblock1.denselayer2.norm2.bias", "model.features.denseblock1.denselayer2.norm2.running_mean", "model.features.denseblock1.denselayer2.norm2.running_var", "model.features.denseblock1.denselayer2.conv2.weight", "model.features.denseblock1.denselayer3.norm1.weight", "model.features.denseblock1.denselayer3.norm1.bias", "model.features.denseblock1.denselayer3.norm1.running_mean", "model.features.denseblock1.denselayer3.norm1.running_var", "model.features.denseblock1.denselayer3.conv1.weight", "model.features.denseblock1.denselayer3.norm2.weight", "model.features.denseblock1.denselayer3.norm2.bias", "model.features.denseblock1.denselayer3.norm2.running_mean", "model.features.denseblock1.denselayer3.norm2.running_var", "model.features.denseblock1.denselayer3.conv2.weight", "model.features.denseblock1.denselayer4.norm1.weight", 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"model.features.denseblock3.denselayer22.norm2.running_mean", "model.features.denseblock3.denselayer22.norm2.running_var", "model.features.denseblock3.denselayer22.conv2.weight", "model.features.denseblock3.denselayer23.norm1.weight", "model.features.denseblock3.denselayer23.norm1.bias", "model.features.denseblock3.denselayer23.norm1.running_mean", "model.features.denseblock3.denselayer23.norm1.running_var", "model.features.denseblock3.denselayer23.conv1.weight", "model.features.denseblock3.denselayer23.norm2.weight", "model.features.denseblock3.denselayer23.norm2.bias", "model.features.denseblock3.denselayer23.norm2.running_mean", "model.features.denseblock3.denselayer23.norm2.running_var", "model.features.denseblock3.denselayer23.conv2.weight", "model.features.denseblock3.denselayer24.norm1.weight", "model.features.denseblock3.denselayer24.norm1.bias", "model.features.denseblock3.denselayer24.norm1.running_mean", "model.features.denseblock3.denselayer24.norm1.running_var", "model.features.denseblock3.denselayer24.conv1.weight", "model.features.denseblock3.denselayer24.norm2.weight", "model.features.denseblock3.denselayer24.norm2.bias", "model.features.denseblock3.denselayer24.norm2.running_mean", "model.features.denseblock3.denselayer24.norm2.running_var", "model.features.denseblock3.denselayer24.conv2.weight", "model.features.transition3.norm.weight", "model.features.transition3.norm.bias", "model.features.transition3.norm.running_mean", "model.features.transition3.norm.running_var", "model.features.transition3.conv.weight", "model.features.denseblock4.denselayer1.norm1.weight", "model.features.denseblock4.denselayer1.norm1.bias", "model.features.denseblock4.denselayer1.norm1.running_mean", "model.features.denseblock4.denselayer1.norm1.running_var", "model.features.denseblock4.denselayer1.conv1.weight", "model.features.denseblock4.denselayer1.norm2.weight", "model.features.denseblock4.denselayer1.norm2.bias", "model.features.denseblock4.denselayer1.norm2.running_mean", "model.features.denseblock4.denselayer1.norm2.running_var", "model.features.denseblock4.denselayer1.conv2.weight", "model.features.denseblock4.denselayer2.norm1.weight", "model.features.denseblock4.denselayer2.norm1.bias", "model.features.denseblock4.denselayer2.norm1.running_mean", "model.features.denseblock4.denselayer2.norm1.running_var", "model.features.denseblock4.denselayer2.conv1.weight", "model.features.denseblock4.denselayer2.norm2.weight", "model.features.denseblock4.denselayer2.norm2.bias", "model.features.denseblock4.denselayer2.norm2.running_mean", "model.features.denseblock4.denselayer2.norm2.running_var", "model.features.denseblock4.denselayer2.conv2.weight", "model.features.denseblock4.denselayer3.norm1.weight", "model.features.denseblock4.denselayer3.norm1.bias", "model.features.denseblock4.denselayer3.norm1.running_mean", "model.features.denseblock4.denselayer3.norm1.running_var", "model.features.denseblock4.denselayer3.conv1.weight", "model.features.denseblock4.denselayer3.norm2.weight", "model.features.denseblock4.denselayer3.norm2.bias", "model.features.denseblock4.denselayer3.norm2.running_mean", "model.features.denseblock4.denselayer3.norm2.running_var", "model.features.denseblock4.denselayer3.conv2.weight", "model.features.denseblock4.denselayer4.norm1.weight", "model.features.denseblock4.denselayer4.norm1.bias", "model.features.denseblock4.denselayer4.norm1.running_mean", "model.features.denseblock4.denselayer4.norm1.running_var", "model.features.denseblock4.denselayer4.conv1.weight", "model.features.denseblock4.denselayer4.norm2.weight", "model.features.denseblock4.denselayer4.norm2.bias", "model.features.denseblock4.denselayer4.norm2.running_mean", "model.features.denseblock4.denselayer4.norm2.running_var", "model.features.denseblock4.denselayer4.conv2.weight", "model.features.denseblock4.denselayer5.norm1.weight", "model.features.denseblock4.denselayer5.norm1.bias", "model.features.denseblock4.denselayer5.norm1.running_mean", "model.features.denseblock4.denselayer5.norm1.running_var", "model.features.denseblock4.denselayer5.conv1.weight", "model.features.denseblock4.denselayer5.norm2.weight", "model.features.denseblock4.denselayer5.norm2.bias", "model.features.denseblock4.denselayer5.norm2.running_mean", "model.features.denseblock4.denselayer5.norm2.running_var", "model.features.denseblock4.denselayer5.conv2.weight", "model.features.denseblock4.denselayer6.norm1.weight", "model.features.denseblock4.denselayer6.norm1.bias", "model.features.denseblock4.denselayer6.norm1.running_mean", "model.features.denseblock4.denselayer6.norm1.running_var", "model.features.denseblock4.denselayer6.conv1.weight", "model.features.denseblock4.denselayer6.norm2.weight", "model.features.denseblock4.denselayer6.norm2.bias", "model.features.denseblock4.denselayer6.norm2.running_mean", "model.features.denseblock4.denselayer6.norm2.running_var", "model.features.denseblock4.denselayer6.conv2.weight", "model.features.denseblock4.denselayer7.norm1.weight", "model.features.denseblock4.denselayer7.norm1.bias", "model.features.denseblock4.denselayer7.norm1.running_mean", "model.features.denseblock4.denselayer7.norm1.running_var", "model.features.denseblock4.denselayer7.conv1.weight", "model.features.denseblock4.denselayer7.norm2.weight", "model.features.denseblock4.denselayer7.norm2.bias", "model.features.denseblock4.denselayer7.norm2.running_mean", "model.features.denseblock4.denselayer7.norm2.running_var", "model.features.denseblock4.denselayer7.conv2.weight", "model.features.denseblock4.denselayer8.norm1.weight", "model.features.denseblock4.denselayer8.norm1.bias", "model.features.denseblock4.denselayer8.norm1.running_mean", "model.features.denseblock4.denselayer8.norm1.running_var", "model.features.denseblock4.denselayer8.conv1.weight", "model.features.denseblock4.denselayer8.norm2.weight", "model.features.denseblock4.denselayer8.norm2.bias", "model.features.denseblock4.denselayer8.norm2.running_mean", "model.features.denseblock4.denselayer8.norm2.running_var", "model.features.denseblock4.denselayer8.conv2.weight", "model.features.denseblock4.denselayer9.norm1.weight", "model.features.denseblock4.denselayer9.norm1.bias", "model.features.denseblock4.denselayer9.norm1.running_mean", "model.features.denseblock4.denselayer9.norm1.running_var", "model.features.denseblock4.denselayer9.conv1.weight", "model.features.denseblock4.denselayer9.norm2.weight", "model.features.denseblock4.denselayer9.norm2.bias", "model.features.denseblock4.denselayer9.norm2.running_mean", "model.features.denseblock4.denselayer9.norm2.running_var", "model.features.denseblock4.denselayer9.conv2.weight", "model.features.denseblock4.denselayer10.norm1.weight", "model.features.denseblock4.denselayer10.norm1.bias", "model.features.denseblock4.denselayer10.norm1.running_mean", "model.features.denseblock4.denselayer10.norm1.running_var", "model.features.denseblock4.denselayer10.conv1.weight", "model.features.denseblock4.denselayer10.norm2.weight", "model.features.denseblock4.denselayer10.norm2.bias", "model.features.denseblock4.denselayer10.norm2.running_mean", "model.features.denseblock4.denselayer10.norm2.running_var", "model.features.denseblock4.denselayer10.conv2.weight", "model.features.denseblock4.denselayer11.norm1.weight", "model.features.denseblock4.denselayer11.norm1.bias", "model.features.denseblock4.denselayer11.norm1.running_mean", "model.features.denseblock4.denselayer11.norm1.running_var", "model.features.denseblock4.denselayer11.conv1.weight", "model.features.denseblock4.denselayer11.norm2.weight", "model.features.denseblock4.denselayer11.norm2.bias", "model.features.denseblock4.denselayer11.norm2.running_mean", "model.features.denseblock4.denselayer11.norm2.running_var", "model.features.denseblock4.denselayer11.conv2.weight", "model.features.denseblock4.denselayer12.norm1.weight", "model.features.denseblock4.denselayer12.norm1.bias", "model.features.denseblock4.denselayer12.norm1.running_mean", "model.features.denseblock4.denselayer12.norm1.running_var", "model.features.denseblock4.denselayer12.conv1.weight", "model.features.denseblock4.denselayer12.norm2.weight", "model.features.denseblock4.denselayer12.norm2.bias", "model.features.denseblock4.denselayer12.norm2.running_mean", "model.features.denseblock4.denselayer12.norm2.running_var", "model.features.denseblock4.denselayer12.conv2.weight", "model.features.denseblock4.denselayer13.norm1.weight", "model.features.denseblock4.denselayer13.norm1.bias", "model.features.denseblock4.denselayer13.norm1.running_mean", "model.features.denseblock4.denselayer13.norm1.running_var", "model.features.denseblock4.denselayer13.conv1.weight", "model.features.denseblock4.denselayer13.norm2.weight", "model.features.denseblock4.denselayer13.norm2.bias", "model.features.denseblock4.denselayer13.norm2.running_mean", "model.features.denseblock4.denselayer13.norm2.running_var", "model.features.denseblock4.denselayer13.conv2.weight", "model.features.denseblock4.denselayer14.norm1.weight", "model.features.denseblock4.denselayer14.norm1.bias", "model.features.denseblock4.denselayer14.norm1.running_mean", "model.features.denseblock4.denselayer14.norm1.running_var", "model.features.denseblock4.denselayer14.conv1.weight", "model.features.denseblock4.denselayer14.norm2.weight", "model.features.denseblock4.denselayer14.norm2.bias", "model.features.denseblock4.denselayer14.norm2.running_mean", "model.features.denseblock4.denselayer14.norm2.running_var", "model.features.denseblock4.denselayer14.conv2.weight", "model.features.denseblock4.denselayer15.norm1.weight", "model.features.denseblock4.denselayer15.norm1.bias", "model.features.denseblock4.denselayer15.norm1.running_mean", "model.features.denseblock4.denselayer15.norm1.running_var", "model.features.denseblock4.denselayer15.conv1.weight", "model.features.denseblock4.denselayer15.norm2.weight", "model.features.denseblock4.denselayer15.norm2.bias", "model.features.denseblock4.denselayer15.norm2.running_mean", "model.features.denseblock4.denselayer15.norm2.running_var", "model.features.denseblock4.denselayer15.conv2.weight", "model.features.denseblock4.denselayer16.norm1.weight", "model.features.denseblock4.denselayer16.norm1.bias", "model.features.denseblock4.denselayer16.norm1.running_mean", "model.features.denseblock4.denselayer16.norm1.running_var", "model.features.denseblock4.denselayer16.conv1.weight", "model.features.denseblock4.denselayer16.norm2.weight", "model.features.denseblock4.denselayer16.norm2.bias", "model.features.denseblock4.denselayer16.norm2.running_mean", "model.features.denseblock4.denselayer16.norm2.running_var", "model.features.denseblock4.denselayer16.conv2.weight", "model.features.norm5.weight", "model.features.norm5.bias", "model.features.norm5.running_mean", "model.features.norm5.running_var", "model.classifier.weight", "model.classifier.bias", "model.fc.0.weight", "model.fc.0.bias", "model.fc.1.weight", "model.fc.1.bias", "model.fc.1.running_mean", "model.fc.1.running_var", "classifier.0.weight", "classifier.0.bias".
Unexpected key(s) in state_dict: "module.model.features.conv0.weight", "module.model.features.norm0.weight", "module.model.features.norm0.bias", "module.model.features.norm0.running_mean", "module.model.features.norm0.running_var", "module.model.features.norm0.num_batches_tracked", "module.model.features.denseblock1.denselayer1.norm1.weight", "module.model.features.denseblock1.denselayer1.norm1.bias", "module.model.features.denseblock1.denselayer1.norm1.running_mean", "module.model.features.denseblock1.denselayer1.norm1.running_var", "module.model.features.denseblock1.denselayer1.norm1.num_batches_tracked", "module.model.features.denseblock1.denselayer1.conv1.weight", "module.model.features.denseblock1.denselayer1.norm2.weight", "module.model.features.denseblock1.denselayer1.norm2.bias", "module.model.features.denseblock1.denselayer1.norm2.running_mean", "module.model.features.denseblock1.denselayer1.norm2.running_var", "module.model.features.denseblock1.denselayer1.norm2.num_batches_tracked", "module.model.features.denseblock1.denselayer1.conv2.weight", "module.model.features.denseblock1.denselayer2.norm1.weight", "module.model.features.denseblock1.denselayer2.norm1.bias", "module.model.features.denseblock1.denselayer2.norm1.running_mean", "module.model.features.denseblock1.denselayer2.norm1.running_var", "module.model.features.denseblock1.denselayer2.norm1.num_batches_tracked", "module.model.features.denseblock1.denselayer2.conv1.weight", "module.model.features.denseblock1.denselayer2.norm2.weight", "module.model.features.denseblock1.denselayer2.norm2.bias", "module.model.features.denseblock1.denselayer2.norm2.running_mean", "module.model.features.denseblock1.denselayer2.norm2.running_var", "module.model.features.denseblock1.denselayer2.norm2.num_batches_tracked", "module.model.features.denseblock1.denselayer2.conv2.weight", "module.model.features.denseblock1.denselayer3.norm1.weight", "module.model.features.denseblock1.denselayer3.norm1.bias", "module.model.features.denseblock1.denselayer3.norm1.running_mean", "module.model.features.denseblock1.denselayer3.norm1.running_var", "module.model.features.denseblock1.denselayer3.norm1.num_batches_tracked", "module.model.features.denseblock1.denselayer3.conv1.weight", "module.model.features.denseblock1.denselayer3.norm2.weight", "module.model.features.denseblock1.denselayer3.norm2.bias", "module.model.features.denseblock1.denselayer3.norm2.running_mean", "module.model.features.denseblock1.denselayer3.norm2.running_var", "module.model.features.denseblock1.denselayer3.norm2.num_batches_tracked", "module.model.features.denseblock1.denselayer3.conv2.weight", "module.model.features.denseblock1.denselayer4.norm1.weight", "module.model.features.denseblock1.denselayer4.norm1.bias", "module.model.features.denseblock1.denselayer4.norm1.running_mean", "module.model.features.denseblock1.denselayer4.norm1.running_var", "module.model.features.denseblock1.denselayer4.norm1.num_batches_tracked", "module.model.features.denseblock1.denselayer4.conv1.weight", "module.model.features.denseblock1.denselayer4.norm2.weight", "module.model.features.denseblock1.denselayer4.norm2.bias", "module.model.features.denseblock1.denselayer4.norm2.running_mean", "module.model.features.denseblock1.denselayer4.norm2.running_var", "module.model.features.denseblock1.denselayer4.norm2.num_batches_tracked", "module.model.features.denseblock1.denselayer4.conv2.weight", "module.model.features.denseblock1.denselayer5.norm1.weight", "module.model.features.denseblock1.denselayer5.norm1.bias", "module.model.features.denseblock1.denselayer5.norm1.running_mean", "module.model.features.denseblock1.denselayer5.norm1.running_var", "module.model.features.denseblock1.denselayer5.norm1.num_batches_tracked", "module.model.features.denseblock1.denselayer5.conv1.weight", "module.model.features.denseblock1.denselayer5.norm2.weight", "module.model.features.denseblock1.denselayer5.norm2.bias", "module.model.features.denseblock1.denselayer5.norm2.running_mean", "module.model.features.denseblock1.denselayer5.norm2.running_var", "module.model.features.denseblock1.denselayer5.norm2.num_batches_tracked", "module.model.features.denseblock1.denselayer5.conv2.weight", "module.model.features.denseblock1.denselayer6.norm1.weight", "module.model.features.denseblock1.denselayer6.norm1.bias", "module.model.features.denseblock1.denselayer6.norm1.running_mean", "module.model.features.denseblock1.denselayer6.norm1.running_var", "module.model.features.denseblock1.denselayer6.norm1.num_batches_tracked", "module.model.features.denseblock1.denselayer6.conv1.weight", "module.model.features.denseblock1.denselayer6.norm2.weight", "module.model.features.denseblock1.denselayer6.norm2.bias", "module.model.features.denseblock1.denselayer6.norm2.running_mean", "module.model.features.denseblock1.denselayer6.norm2.running_var", "module.model.features.denseblock1.denselayer6.norm2.num_batches_tracked", "module.model.features.denseblock1.denselayer6.conv2.weight", "module.model.features.transition1.norm.weight", "module.model.features.transition1.norm.bias", "module.model.features.transition1.norm.running_mean", "module.model.features.transition1.norm.running_var", "module.model.features.transition1.norm.num_batches_tracked", "module.model.features.transition1.conv.weight", "module.model.features.denseblock2.denselayer1.norm1.weight", "module.model.features.denseblock2.denselayer1.norm1.bias", "module.model.features.denseblock2.denselayer1.norm1.running_mean", "module.model.features.denseblock2.denselayer1.norm1.running_var", "module.model.features.denseblock2.denselayer1.norm1.num_batches_tracked", "module.model.features.denseblock2.denselayer1.conv1.weight", "module.model.features.denseblock2.denselayer1.norm2.weight", "module.model.features.denseblock2.denselayer1.norm2.bias", "module.model.features.denseblock2.denselayer1.norm2.running_mean", "module.model.features.denseblock2.denselayer1.norm2.running_var", "module.model.features.denseblock2.denselayer1.norm2.num_batches_tracked", "module.model.features.denseblock2.denselayer1.conv2.weight", "module.model.features.denseblock2.denselayer2.norm1.weight", "module.model.features.denseblock2.denselayer2.norm1.bias", "module.model.features.denseblock2.denselayer2.norm1.running_mean", "module.model.features.denseblock2.denselayer2.norm1.running_var", "module.model.features.denseblock2.denselayer2.norm1.num_batches_tracked", "module.model.features.denseblock2.denselayer2.conv1.weight", "module.model.features.denseblock2.denselayer2.norm2.weight", "module.model.features.denseblock2.denselayer2.norm2.bias", "module.model.features.denseblock2.denselayer2.norm2.running_mean", "module.model.features.denseblock2.denselayer2.norm2.running_var", "module.model.features.denseblock2.denselayer2.norm2.num_batches_tracked", "module.model.features.denseblock2.denselayer2.conv2.weight", "module.model.features.denseblock2.denselayer3.norm1.weight", "module.model.features.denseblock2.denselayer3.norm1.bias", "module.model.features.denseblock2.denselayer3.norm1.running_mean", "module.model.features.denseblock2.denselayer3.norm1.running_var", "module.model.features.denseblock2.denselayer3.norm1.num_batches_tracked", "module.model.features.denseblock2.denselayer3.conv1.weight", "module.model.features.denseblock2.denselayer3.norm2.weight", "module.model.features.denseblock2.denselayer3.norm2.bias", "module.model.features.denseblock2.denselayer3.norm2.running_mean", "module.model.features.denseblock2.denselayer3.norm2.running_var", "module.model.features.denseblock2.denselayer3.norm2.num_batches_tracked", "module.model.features.denseblock2.denselayer3.conv2.weight", "module.model.features.denseblock2.denselayer4.norm1.weight", "module.model.features.denseblock2.denselayer4.norm1.bias", 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"module.model.fc.1.num_batches_tracked", "module.classifier.0.weight", "module.classifier.0.bias".

May you please Help me to solve it. I have run the code based on pytorch 0.3.

Thanks in advance.

[qiaoguan]

https://www.zhihu.com/question/67726969/answer/389980788
you can refer to this answer to see if it helps you