It looks like you’ve saved the state_dict from a nn.DataParallel instance and try to load it to a vanilla module.
Here 247 are some suggestions, how to deal with this issue.
You could just remove the module. names from the state_dict or save the state_dict as torch.save(model.module.state_dict(), PATH).