Firstly we will go about training the network. Then we will look at the inference models on how to translate a given English sentence to French. Inference model (used for predicting on the input sequence) has a slightly different decoder architecture and we will discuss that in detail when we come there.

The LSTM reads the data one sequence after the other. Thus if the input is a sequence of length ‘k’, we say that LSTM reads it in ‘k’ time steps (think of this as a for loop with ‘k’ iterations). Referring to the To finish reading, please visit source site