Class/Object

org.platanios.tensorflow.api.learn.layers

Layer

Related Docs: object Layer | package layers

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abstract class Layer[T, R] extends AnyRef

NOTE: Subclasses must implement the forwardWithoutContext method. Callers should always use either the forward or the apply methods.

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Instance Constructors

  1. new Layer(name: String)

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    name

    Name scope (also acting as variable scope) for this layer.

Abstract Value Members

  1. abstract def forwardWithoutContext(input: T)(implicit mode: Mode): R

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  2. abstract val layerType: String

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Concrete 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. def +(other: Layer[T, R]): Concatenate[T, R]

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  4. def ++(others: Seq[Layer[T, R]]): Concatenate[T, R]

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

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    Definition Classes
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  6. def >>[S](other: Layer[R, S]): Compose[T, R, S]

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  7. def apply(input: T)(implicit mode: Mode): R

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  8. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any
  9. def clone(): AnyRef

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  10. def compose[S](other: Layer[R, S]): Compose[T, R, S]

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  11. def concatenate(others: Layer[T, R]*): Concatenate[T, R]

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  12. final def currentStep: ops.Output

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

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    Definition Classes
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  14. def equals(arg0: Any): Boolean

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    Definition Classes
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  15. def finalize(): Unit

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    Attributes
    protected[java.lang]
    Definition Classes
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    Annotations
    @throws( classOf[java.lang.Throwable] )
  16. def forward(input: T)(implicit mode: Mode): R

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

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    Definition Classes
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  18. final def getParameter(name: String, dataType: types.DataType, shape: core.Shape, initializer: Initializer = null, regularizer: Regularizer = null, trainable: Boolean = true, reuse: Reuse = ReuseOrCreateNew, collections: Set[Key[ops.variables.Variable]] = Set.empty, cachingDevice: (OpSpecification) ⇒ String = null): ops.Output

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  19. def hashCode(): Int

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    Definition Classes
    AnyRef → Any
  20. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any
  21. def map[MR](mapFn: (R) ⇒ MR): Layer[T, MR]

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  22. val name: String

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    Name scope (also acting as variable scope) for this layer.

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

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    Definition Classes
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  24. final def notify(): Unit

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    Definition Classes
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  25. final def notifyAll(): Unit

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    Definition Classes
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  26. final def synchronized[T0](arg0: ⇒ T0): T0

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    Definition Classes
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  27. def toString(): String

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    Definition Classes
    Layer → AnyRef → Any
  28. final def wait(): Unit

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    Definition Classes
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    Annotations
    @throws( ... )
  29. final def wait(arg0: Long, arg1: Int): Unit

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    Definition Classes
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    Annotations
    @throws( ... )
  30. final def wait(arg0: Long): Unit

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    Definition Classes
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    Annotations
    @throws( ... )

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