QuantizeAndDequantize

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>
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)