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Error (s) in loading state_dict for GeneratorResNet

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cause of the problem: check whether we use dataparallel for multi GPU during training. The model generated by this method will automatically add key: module
observe the error message:

you can find that the key values in the model are more modules

Solution:
1. Delete the module

    gentmps=torch.load("./saved_models/generator_%d.pth" % opt.epoch)
    distmps = torch.load("./saved_models/discriminator_%d.pth" % opt.epoch)
    from collections import OrderedDict
    new_gens = OrderedDict()
    new_diss = OrderedDict()
    for k, v in gentmps.items():
        name = k.replace('module.','') # remove 'module.'
        new_gens[name] = v #The value corresponding to the key value of the new dictionary is a one-to-one value.
    for k, v in distmps.items():
        name = k.replace('module.','') # remove 'module.'
        new_diss[name] = v #The value corresponding to the key value of the new dictionary is a one-to-one value.
    generator.load_state_dict(new_gens)
    discriminator.load_state_dict(new_diss)