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tfa.seq2seq.BeamSearchDecoderState

State of a tfa.seq2seq.BeamSearchDecoder.

tfa.seq2seq.BeamSearchDecoderState(
    cell_state, log_probs, finished, lengths, accumulated_attention_probs
)

cell_state The cell state returned at the previous time step.
log_probs The accumulated log probabilities of each beam. A float32 Tensor of shape [batch_size, beam_width].
finished The finished status of each beam. A bool Tensor of shape [batch_size, beam_width].
lengths The accumulated length of each beam. An int64 Tensor of shape [batch_size, beam_width].
accumulated_attention_probs A namedtuple alias for field number 4
accumulated_attention_prob Accumulation of the attention probabilities (used to compute the coverage penalty)