Model summary in pytorch

Question

Is there any way, I can print the summary of a model in PyTorch like model.summary() method does in Keras as follows?

Model Summary:
___________         


        

Answer 1

Simply print the model after defining an object for the model class

class RNN(nn.Module):
    def __init__(self, input_dim, embedding_dim, hidden_dim, output_dim):
        super().__init__()

        self.embedding = nn.Embedding(input_dim, embedding_dim)
        self.rnn = nn.RNN(embedding_dim, hidden_dim)
        self.fc = nn.Linear(hidden_dim, output_dim)
    def forward():
        ...

model = RNN(input_dim, embedding_dim, hidden_dim, output_dim)
print(model)