n_hidden=56
n_layers=2
net = CharRNN(chars, n_hidden, n_layers)print(net)
# Declaring the hyperparameters
batch_size = 32
seq_length = 50
n_epochs = 1
# start smaller if you are just testing initial behavior
train the modeltrain(net, encoded, epochs=n_epochs, batch_size=batch_size, seq_length=seq_length, lr=0.001,print_every=10000)