Trait

org.platanios.tensorflow.api.ops.seq2seq.decoders.BasicDecoder

Helper

Related Doc: package BasicDecoder

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trait Helper[O, S] extends AnyRef

Interface for implementing sampling helpers in sequence-to-sequence decoders.

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Abstract Value Members

  1. abstract val batchSize: ops.Output

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    Scalar INT32 tensor representing the batch size of a tensor returned by sample().

  2. abstract def initialize(): (ops.Output, O)

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    Returns a tuple containing: (i) a scalar BOOLEAN tensor specifying whether initialization has finished, and (ii) the next input.

  3. abstract def next(time: ops.Output, input: O, state: S, sample: O): (ops.Output, O, S)

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    Returns a tuple containing: (i) a scalar BOOLEAN tensor specifying whether sampling has finished, and (ii) the next inputs, and (iii) the next state.

  4. abstract def sample(time: ops.Output, input: O, state: S): O

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    Returns a sample for the provided time, input, and state.

  5. abstract def zeroSample(batchSize: ops.Output, name: String = "ZeroSample"): O

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    Returns a zero-valued sample for this helper.

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