org.tensorflow.op.core

Class ClipByValue<T>

java.lang.Object

org.tensorflow.op.PrimitiveOp

org.tensorflow.op.core.ClipByValue<T>

Type Parameters:

T - data type for output() output

All Implemented Interfaces:

Op, Operand<T>

@Operator
public final class ClipByValue<T>
extends PrimitiveOp
implements Operand<T>

Clips tensor values to a specified min and max.

Given a tensor `t`, this operation returns a tensor of the same type and shape as `t` with its values clipped to `clip_value_min` and `clip_value_max`. Any values less than `clip_value_min` are set to `clip_value_min`. Any values greater than `clip_value_max` are set to `clip_value_max`.

Field Summary

Fields inherited from class org.tensorflow.op.PrimitiveOp

operation

Method Summary

Modifier and Type	Method and Description
Output<T>	asOutput() Returns the symbolic handle of a tensor.
static <T> ClipByValue<T>	create(Scope scope, Operand<T> t, Operand<T> clipValueMin, Operand<T> clipValueMax) Factory method to create a class to wrap a new ClipByValue operation to the graph.
Output<T>	output() A clipped `Tensor` with the same shape as input 't'.

Methods inherited from class org.tensorflow.op.PrimitiveOp

equals, hashCode, toString

Methods inherited from class java.lang.Object

clone, finalize, getClass, notify, notifyAll, wait, wait, wait

Method Detail

create

public static <T> ClipByValue<T> create(Scope scope,
                                        Operand<T> t,
                                        Operand<T> clipValueMin,
                                        Operand<T> clipValueMax)

Factory method to create a class to wrap a new ClipByValue operation to the graph.

Parameters:

scope - current graph scope

t - A `Tensor`.

clipValueMin - A 0-D (scalar) `Tensor`, or a `Tensor` with the same shape as `t`. The minimum value to clip by.

clipValueMax - A 0-D (scalar) `Tensor`, or a `Tensor` with the same shape as `t`. The maximum value to clip by.

Returns:

a new instance of ClipByValue

output

public Output<T> output()

A clipped `Tensor` with the same shape as input 't'.

asOutput

public Output<T> asOutput()

Description copied from interface: Operand

Returns the symbolic handle of a tensor.

Inputs to TensorFlow operations are outputs of another TensorFlow operation. This method is used to obtain a symbolic handle that represents the computation of the input.

Specified by:

asOutput in interface Operand<T>

See Also:

OperationBuilder.addInput(Output)