understanding_pytorch___17___summary_applying_named_parameters.py

for name , param in model.named_parameters(): 
    print('type(param): ', type(param))
    print('isinstance(param, nn.Module): ', isinstance(param, nn.Module))
    print('isinstance(param, nn.Parameter): ', isinstance(param, nn.Parameter))
    print('isinstance(param, torch.Tensor) ', isinstance(param, torch.Tensor))
    print('=====')
    
# Also try model.parameters(). It doesn't return the name of the parameters but just the parameters.