something about the loading model

[airhandsome]

when I have finished training the model. As your code shows, the model was save as pkl type. And when I load the load_state_dict(), the key could not compatible. like the following:
RuntimeError: Error(s) in loading state_dict for CapsuleNet:
Missing key(s) in state_dict: "conv1.bias", "conv1.weight", "primarycaps.conv2d.bias", "primarycaps.conv2d.weight", "digitcaps.weight", "decoder.0.bias", "decoder.0.weight", "decoder.2.bias", "decoder.2.weight", "decoder.4.bias", "decoder.4.weight".
Unexpected key(s) in state_dict: "module.conv1.weight", "module.conv1.bias", "module.primarycaps.conv2d.weight", "module.primarycaps.conv2d.bias", "module.digitcaps.weight", "module.decoder.0.weight", "module.decoder.0.bias", "module.decoder.2.weight", "module.decoder.2.bias", "module.decoder.4.weight", "module.decoder.4.bias".