C5 W1 A3: Order of initial_state tensors when calling tf.keras.layers.LSTM?

Course Q&A Deep Learning Specialization Sequence Models
1

Hi,

In the jazz improvisation exercise we have LSTM_cell which takes a call argument initial_state . My question is: is the order set so you always give the previous hidden state tensor (a) followed by the previous cell state tensor (c)? Are there other tensors you can provide to this call?

Sorry the documentation is pretty vague on this so I was just hoping for some confirmation

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2

Yes, you pass in [a, c] as the initial state, and get back a and c.