QuantizeAndDequantize

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public final class QuantizeAndDequantize

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 Classes

class QuantizeAndDequantize.Options Optional attributes for QuantizeAndDequantize  

Constants

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

Public Methods

Output<T>
asOutput()
Returns the symbolic handle of the tensor.
static QuantizeAndDequantize.Options
axis(Long axis)
static <T extends TNumber> QuantizeAndDequantize<T>
create(Scope scope, Operand<T> input, Operand<T> inputMin, Operand<T> inputMax, Operand<TInt32> numBits, Options... options)
Factory method to create a class wrapping a new QuantizeAndDequantize operation.
static QuantizeAndDequantize.Options
narrowRange(Boolean narrowRange)
Output<T>
output()
static QuantizeAndDequantize.Options
rangeGiven(Boolean rangeGiven)
static QuantizeAndDequantize.Options
signedInput(Boolean signedInput)

Inherited Methods

Constants

public static final String OP_NAME

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

Constant Value: "QuantizeAndDequantizeV3"

Public Methods

public Output<T> asOutput ()

Returns the symbolic handle of the 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 QuantizeAndDequantize.Options axis (Long axis)

public static QuantizeAndDequantize<T> create (Scope scope, Operand<T> input, Operand<T> inputMin, Operand<T> inputMax, Operand<TInt32> numBits, Options... options)

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

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

public static QuantizeAndDequantize.Options narrowRange (Boolean narrowRange)

public Output<T> output ()

public static QuantizeAndDequantize.Options rangeGiven (Boolean rangeGiven)

public static QuantizeAndDequantize.Options signedInput (Boolean signedInput)