Class

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

TrainingHelper

Related Doc: package BasicDecoder

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case class TrainingHelper[O, OS, S, SS](input: O, sequenceLengths: ops.Output, timeMajor: Boolean = false, name: String = "RNNDecoderTrainingHelper")(implicit evO: Aux[O, OS], evS: Aux[S, SS]) extends Helper[O, S] with Product with Serializable

RNN decoder helper to be used while training. It only reads inputs and the returned sample indexes are the argmax over the RNN output logits.

Linear Supertypes
Serializable, Serializable, Product, Equals, Helper[O, S], AnyRef, Any
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Inherited
  1. TrainingHelper
  2. Serializable
  3. Serializable
  4. Product
  5. Equals
  6. Helper
  7. AnyRef
  8. Any
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Visibility
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Instance Constructors

  1. new TrainingHelper(input: O, sequenceLengths: ops.Output, timeMajor: Boolean = false, name: String = "RNNDecoderTrainingHelper")(implicit evO: Aux[O, OS], evS: Aux[S, SS])

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Value Members

  1. final def !=(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

  2. final def ##(): Int

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    Definition Classes
    AnyRef → Any

  3. final def ==(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

  4. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any

  5. val batchSize: ops.Output

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

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

    Definition Classes
    TrainingHelper → Helper

  6. def clone(): AnyRef

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  7. final def eq(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef

  8. def finalize(): Unit

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )

  9. final def getClass(): Class[_]

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    Definition Classes
    AnyRef → Any

  10. 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.

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

    Definition Classes
    TrainingHelper → Helper

  11. val input: O

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  12. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

  13. val name: String

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  14. final def ne(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef

  15. 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.

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

    Definition Classes
    TrainingHelper → Helper

  16. final def notify(): Unit

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    Definition Classes
    AnyRef

  17. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

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

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

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

    Definition Classes
    TrainingHelper → Helper

  19. val sequenceLengths: ops.Output

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  20. final def synchronized[T0](arg0: ⇒ T0): T0

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    Definition Classes
    AnyRef

  21. val timeMajor: Boolean

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  22. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  23. final def wait(arg0: Long, arg1: Int): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  24. final def wait(arg0: Long): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Returns a zero-valued sample for this helper.

    Returns a zero-valued sample for this helper.

    Definition Classes
    TrainingHelper → Helper

Inherited from Serializable

Inherited from Serializable

Inherited from Product

Inherited from Equals

Inherited from Helper[O, S]

Inherited from AnyRef

Inherited from Any

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