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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>
output()
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)