QuantizeAndDequantizeV4Grad

public final class QuantizeAndDequantizeV4Grad

Returns the gradient of `QuantizeAndDequantizeV4`.

Returns a gradient of 1 for inputs that are within the quantization range, or 0 otherwise.

Nested Classes

class

QuantizeAndDequantizeV4Grad.Options

Optional attributes for QuantizeAndDequantizeV4Grad

Constants

String

OP_NAME

The name of this op, as known by TensorFlow core engine

Public Methods

static QuantizeAndDequantizeV4Grad.Options	axis(Long axis)
static <T extends TNumber> QuantizeAndDequantizeV4Grad<T>	create(Scope scope, Operand<T> gradients, Operand<T> input, Operand<T> inputMin, Operand<T> inputMax, Options... options) Factory method to create a class wrapping a new QuantizeAndDequantizeV4Grad operation.
Output<T>	inputBackprop()
Output<T>	inputMaxBackprop()
Output<T>	inputMinBackprop()

Inherited Methods

From class org.tensorflow.op.RawOp

final boolean	equals(Object obj)
final int	hashCode()
Operation	op() Return this unit of computation as a single Operation.
final String	toString()

From class java.lang.Object

boolean	equals(Object arg0)
final Class<?>	getClass()
int	hashCode()
final void	notify()
final void	notifyAll()
String	toString()
final void	wait(long arg0, int arg1)
final void	wait(long arg0)
final void	wait()

From interface org.tensorflow.op.Op

abstract ExecutionEnvironment	env() Return the execution environment this op was created in.
abstract Operation	op() Return this unit of computation as a single Operation.

Constants

public static final String OP_NAME

The name of this op, as known by TensorFlow core engine

Constant Value: "QuantizeAndDequantizeV4Grad"

Public Methods

public static QuantizeAndDequantizeV4Grad.Options axis (Long axis)

public static QuantizeAndDequantizeV4Grad<T> create (Scope scope, Operand<T> gradients, Operand<T> input, Operand<T> inputMin, Operand<T> inputMax, Options... options)

Factory method to create a class wrapping a new QuantizeAndDequantizeV4Grad operation.

Parameters

scope	current scope
options	carries optional attributes values

Returns

• a new instance of QuantizeAndDequantizeV4Grad

public Output<T> inputBackprop ()

public Output<T> inputMaxBackprop ()

public Output<T> inputMinBackprop ()