org.tensorflow.op.core

Class QuantizeAndDequantizeV3<T extends Number>

java.lang.Object

org.tensorflow.op.PrimitiveOp

org.tensorflow.op.core.QuantizeAndDequantizeV3<T>

Type Parameters:

T - data type for output() output

All Implemented Interfaces:

Op, Operand<T>

@Operator
public final class QuantizeAndDequantizeV3<T extends Number>
extends PrimitiveOp
implements Operand<T>

Quantizes then dequantizes a tensor.

This is almost identical to QuantizeAndDequantizeV2, except that num_bits is a tensor, so its value can change during training.

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	QuantizeAndDequantizeV3.Options Optional attributes for QuantizeAndDequantizeV3

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 extends Number> QuantizeAndDequantizeV3<T>	create(Scope scope, Operand<T> input, Operand<T> inputMin, Operand<T> inputMax, Operand<Integer> numBits, QuantizeAndDequantizeV3.Options... options) Factory method to create a class to wrap a new QuantizeAndDequantizeV3 operation to the graph.
Output<T>	output()
static QuantizeAndDequantizeV3.Options	rangeGiven(Boolean rangeGiven)
static QuantizeAndDequantizeV3.Options	signedInput(Boolean signedInput)

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 extends Number> QuantizeAndDequantizeV3<T> create(Scope scope,
                                                                   Operand<T> input,
                                                                   Operand<T> inputMin,
                                                                   Operand<T> inputMax,
                                                                   Operand<Integer> numBits,
                                                                   QuantizeAndDequantizeV3.Options... options)

Factory method to create a class to wrap a new QuantizeAndDequantizeV3 operation to the graph.

Parameters:

scope - current graph scope

input -

inputMin -

inputMax -

numBits -

options - carries optional attributes values

Returns:

a new instance of QuantizeAndDequantizeV3

signedInput

public static QuantizeAndDequantizeV3.Options signedInput(Boolean signedInput)

Parameters:

signedInput -

rangeGiven

public static QuantizeAndDequantizeV3.Options rangeGiven(Boolean rangeGiven)

Parameters:

rangeGiven -

output

public Output<T> output()

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 extends Number>

See Also:

OperationBuilder.addInput(Output)