It seems you are loading a custom dict, which includes a few state_dicts. To check the weights (or any other parameter/buffer) of the models(s), you could use:
checkpoint = torch.load(...)
encoder_state_dict = checkpoint['encoder_state_dict']
print(encoder_state_dict[parameter_name])
# same for decoder_state_dict