Class

org.platanios.tensorflow.api.ops.variables

RandomUniformInitializer

Related Doc: package variables

Permalink

case class RandomUniformInitializer(minValue: tensors.Tensor[types.FLOAT32] = 0.0f, maxValue: tensors.Tensor[types.FLOAT32] = 1.0f, seed: Option[Int] = None) extends Initializer with Product with Serializable

Initializer that sets the value of the variable to a value drawn from a uniform distribution.

Linear Supertypes
Serializable, Serializable, Product, Equals, Initializer, AnyRef, Any
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. RandomUniformInitializer
  2. Serializable
  3. Serializable
  4. Product
  5. Equals
  6. Initializer
  7. AnyRef
  8. Any
  1. Hide All
  2. Show All
Visibility
  1. Public
  2. All

Instance Constructors

  1. new RandomUniformInitializer(minValue: tensors.Tensor[types.FLOAT32] = 0.0f, maxValue: tensors.Tensor[types.FLOAT32] = 1.0f, seed: Option[Int] = None)

    Permalink

Value Members

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

    Permalink
    Definition Classes
    AnyRef → Any

  2. final def ##(): Int

    Permalink
    Definition Classes
    AnyRef → Any

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

    Permalink
    Definition Classes
    AnyRef → Any

  4. def apply(dataType: types.DataType, shape: core.Shape, partitionInfo: PartitionInformation): Output

    Permalink
    Definition Classes
    Initializer

  5. final def asInstanceOf[T0]: T0

    Permalink
    Definition Classes
    Any

  6. def clone(): AnyRef

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

  7. val dataType: types.DataType

    Permalink

    Data type of the values produced by this initializer.

    Data type of the values produced by this initializer. If null, then the initializer may produce values of any data type.

    Definition Classes
    Initializer

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

    Permalink
    Definition Classes
    AnyRef

  9. def finalize(): Unit

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

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

    Permalink
    Definition Classes
    AnyRef → Any

  11. def initialValue(dataType: types.DataType, shape: core.Shape, partitionInfo: PartitionInformation): Output

    Permalink

    Generates an initial value op.

    Generates an initial value op.

    dataType

    Data type for the output tensor.

    shape

    Shape for the output tensor.

    partitionInfo

    PartitionInformation object holding additional information about how the variable is partitioned. May be null if the variable is not partitioned.

    returns

    Created op output.

    Definition Classes
    RandomUniformInitializer → Initializer
    Exceptions thrown

    ShapeMismatchException If the initializer cannot produce a value with the requested shape.

  12. final def isInstanceOf[T0]: Boolean

    Permalink
    Definition Classes
    Any

  13. val maxValue: tensors.Tensor[types.FLOAT32]

    Permalink

  14. val minValue: tensors.Tensor[types.FLOAT32]

    Permalink

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

    Permalink
    Definition Classes
    AnyRef

  16. final def notify(): Unit

    Permalink
    Definition Classes
    AnyRef

  17. final def notifyAll(): Unit

    Permalink
    Definition Classes
    AnyRef

  18. val seed: Option[Int]

    Permalink

  19. val shape: core.Shape

    Permalink

    Shape of the values produced by this initializer.

    Shape of the values produced by this initializer. If null, then the initializer may produce values of any shape.

    Definition Classes
    Initializer

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

    Permalink
    Definition Classes
    AnyRef

  21. final def wait(): Unit

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

Inherited from Serializable

Inherited from Serializable

Inherited from Product

Inherited from Equals

Inherited from Initializer

Inherited from AnyRef

Inherited from Any

Ungrouped