A Bi-Directional LSTM layer. Returns forward and backward hidden states as a tuple, and cell states as a tuple. Ouput of hidden states: [(batch_size, max_seq_length, hidden_dim), (batch_size, max_seq_length, hidden_dim)] Same shape for cell states.
(inputs, dim, seq_len, name)
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