Warning: This API is deprecated and will be removed in a future version of TensorFlow after the replacement is stable.

QuantizeAndDequantizeV4

public final class QuantizeAndDequantizeV4

Returns the gradient of `QuantizeAndDequantizeV4`.

This is almost identical to QuantizeAndDequantizeV2, except that it returns a gradient of 1 for inputs that are within the quantization range, or 0 otherwise.

Nested Classes

class QuantizeAndDequantizeV4.Options Optional attributes for QuantizeAndDequantizeV4

Public Methods

Output <T>
asOutput ()
Returns the symbolic handle of a tensor.
static QuantizeAndDequantizeV4.Options
axis (Long axis)
static <T extends Number> QuantizeAndDequantizeV4 <T>
create ( Scope scope, Operand <T> input, Operand <T> inputMin, Operand <T> inputMax, Options... options)
Factory method to create a class wrapping a new QuantizeAndDequantizeV4 operation.
static QuantizeAndDequantizeV4.Options
narrowRange (Boolean narrowRange)
static QuantizeAndDequantizeV4.Options
numBits (Long numBits)
Output <T>
static QuantizeAndDequantizeV4.Options
rangeGiven (Boolean rangeGiven)
static QuantizeAndDequantizeV4.Options
roundMode (String roundMode)
static QuantizeAndDequantizeV4.Options
signedInput (Boolean signedInput)

Inherited Methods

Public Methods

public Output <T> asOutput ()

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.

public static QuantizeAndDequantizeV4.Options axis (Long axis)

public static QuantizeAndDequantizeV4 <T> create ( Scope scope, Operand <T> input, Operand <T> inputMin, Operand <T> inputMax, Options... options)

Factory method to create a class wrapping a new QuantizeAndDequantizeV4 operation.

Parameters
scope current scope
options carries optional attributes values
Returns
  • a new instance of QuantizeAndDequantizeV4

public static QuantizeAndDequantizeV4.Options narrowRange (Boolean narrowRange)

public static QuantizeAndDequantizeV4.Options numBits (Long numBits)

public Output <T> output ()

public static QuantizeAndDequantizeV4.Options rangeGiven (Boolean rangeGiven)

public static QuantizeAndDequantizeV4.Options roundMode (String roundMode)

public static QuantizeAndDequantizeV4.Options signedInput (Boolean signedInput)