org.tensorflow.op.core

Class RequantizePerChannel<U>

java.lang.Object

org.tensorflow.op.PrimitiveOp

org.tensorflow.op.core.RequantizePerChannel<U>

Type Parameters:

U - data type for output() output

All Implemented Interfaces:

Op

public final class RequantizePerChannel<U>
extends PrimitiveOp

Requantizes input with min and max values known per channel.

Field Summary

Fields inherited from class org.tensorflow.op.PrimitiveOp

operation

Method Summary

Modifier and Type	Method and Description
static <U,T> RequantizePerChannel<U>	create(Scope scope, Operand<T> input, Operand<Float> inputMin, Operand<Float> inputMax, Operand<Float> requestedOutputMin, Operand<Float> requestedOutputMax, Class<U> outType) Factory method to create a class wrapping a new RequantizePerChannel operation.
Output<U>	output() Output tensor.
Output<Float>	outputMax() The maximum value of the final output tensor.
Output<Float>	outputMin() The minimum value of the final output tensor

Methods inherited from class org.tensorflow.op.PrimitiveOp

equals, hashCode, op, toString

Methods inherited from class java.lang.Object

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

Method Detail

create

public static <U,T> RequantizePerChannel<U> create(Scope scope,
                                                   Operand<T> input,
                                                   Operand<Float> inputMin,
                                                   Operand<Float> inputMax,
                                                   Operand<Float> requestedOutputMin,
                                                   Operand<Float> requestedOutputMax,
                                                   Class<U> outType)

Factory method to create a class wrapping a new RequantizePerChannel operation.

Parameters:

scope - current scope

input - The original input tensor.

inputMin - The minimum value of the input tensor

inputMax - The maximum value of the input tensor.

requestedOutputMin - The minimum value of the output tensor requested.

requestedOutputMax - The maximum value of the output tensor requested.

outType - The quantized type of output tensor that needs to be converted.

Returns:

a new instance of RequantizePerChannel

output

public Output<U> output()

Output tensor.

outputMin

public Output<Float> outputMin()

The minimum value of the final output tensor

outputMax

public Output<Float> outputMax()

The maximum value of the final output tensor.