Class

org.platanios.tensorflow.api.learn.layers

Conv2D

Related Doc: package layers

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case class Conv2D(name: String, filterShape: Shape, stride1: Long, stride2: Long, padding: ConvPaddingMode, dataFormat: ops.NN.CNNDataFormat = CNNDataFormat.default, dilations: (Int, Int, Int, Int) = (1, 1, 1, 1), useCuDNNOnGPU: Boolean = true, weightsInitializer: Initializer = RandomNormalInitializer()) extends Layer[ops.Output, ops.Output] with Product with Serializable

Linear Supertypes
Serializable, Serializable, Product, Equals, Layer[ops.Output, ops.Output], AnyRef, Any
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Inherited
  1. Conv2D
  2. Serializable
  3. Serializable
  4. Product
  5. Equals
  6. Layer
  7. AnyRef
  8. Any
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Visibility
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Instance Constructors

  1. new Conv2D(name: String, filterShape: Shape, stride1: Long, stride2: Long, padding: ConvPaddingMode, dataFormat: ops.NN.CNNDataFormat = CNNDataFormat.default, dilations: (Int, Int, Int, Int) = (1, 1, 1, 1), useCuDNNOnGPU: Boolean = true, weightsInitializer: Initializer = RandomNormalInitializer())

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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. def +(other: Layer[ops.Output, ops.Output]): Concatenate[ops.Output, ops.Output]

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    Definition Classes
    Layer

  4. def ++(others: Seq[Layer[ops.Output, ops.Output]]): Concatenate[ops.Output, ops.Output]

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    Definition Classes
    Layer

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

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    Definition Classes
    AnyRef → Any

  6. def >>[S](other: Layer[ops.Output, S]): Compose[ops.Output, ops.Output, S]

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    Definition Classes
    Layer

  7. def apply(input: ops.Output)(implicit mode: Mode): ops.Output

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    Definition Classes
    Layer

  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[ops.Output, S]): Compose[ops.Output, ops.Output, S]

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    Definition Classes
    Layer

  11. def concatenate(others: Layer[ops.Output, ops.Output]*): Concatenate[ops.Output, ops.Output]

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    Definition Classes
    Layer

  12. final def currentStep: ops.Output

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    Definition Classes
    Layer

  13. val dataFormat: ops.NN.CNNDataFormat

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  14. val dilations: (Int, Int, Int, Int)

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

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    Definition Classes
    AnyRef

  16. val filterShape: Shape

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  17. def finalize(): Unit

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

  18. def forward(input: ops.Output)(implicit mode: Mode): ops.Output

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    Definition Classes
    Layer

  19. def forwardWithoutContext(input: ops.Output)(implicit mode: Mode): ops.Output

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    Definition Classes
    Conv2D → Layer

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

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    Definition Classes
    AnyRef → Any

  21. 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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    Definition Classes
    Layer

  22. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

  23. val layerType: String

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    Definition Classes
    Conv2D → Layer

  24. def map[MR](mapFn: (ops.Output) ⇒ MR): Layer[ops.Output, MR]

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    Definition Classes
    Layer

  25. val name: String

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    Definition Classes
    Conv2D → Layer

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

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    Definition Classes
    AnyRef

  27. final def notify(): Unit

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    Definition Classes
    AnyRef

  28. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

  29. val padding: ConvPaddingMode

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  30. val stride1: Long

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  31. val stride2: Long

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

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    Definition Classes
    AnyRef

  33. def toString(): String

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    Definition Classes
    Layer → AnyRef → Any

  34. val useCuDNNOnGPU: Boolean

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  35. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  38. val weightsInitializer: Initializer

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Inherited from Serializable

Inherited from Serializable

Inherited from Product

Inherited from Equals

Inherited from Layer[ops.Output, ops.Output]

Inherited from AnyRef

Inherited from Any

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