Requantize

public final class Requantize

Converts the quantized `input` tensor into a lower-precision `output`.

Converts the quantized `input` tensor into a lower-precision `output`, using the output range specified with `requested_output_min` and `requested_output_max`.

`[input_min, input_max]` are scalar floats that specify the range for the float interpretation of the `input` data. For example, if `input_min` is -1.0f and `input_max` is 1.0f, and we are dealing with `quint16` quantized data, then a 0 value in the 16-bit data should be interpreted as -1.0f, and a 65535 means 1.0f.

Constants

String

OP_NAME

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

Public Methods

static <U extends TType> Requantize<U>	create(Scope scope, Operand<? extends TType> input, Operand<TFloat32> inputMin, Operand<TFloat32> inputMax, Operand<TFloat32> requestedOutputMin, Operand<TFloat32> requestedOutputMax, Class<U> outType) Factory method to create a class wrapping a new Requantize operation.
Output<U>	output()
Output<TFloat32>	outputMax() The requested_output_max value is copied into this output.
Output<TFloat32>	outputMin() The requested_output_min value is copied into this output.

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: "Requantize"

Public Methods

public static Requantize<U> create (Scope scope, Operand<? extends TType> input, Operand<TFloat32> inputMin, Operand<TFloat32> inputMax, Operand<TFloat32> requestedOutputMin, Operand<TFloat32> requestedOutputMax, Class<U> outType)

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

Parameters

scope	current scope
inputMin	The float value that the minimum quantized input value represents.
inputMax	The float value that the maximum quantized input value represents.
requestedOutputMin	The float value that the minimum quantized output value represents.
requestedOutputMax	The float value that the maximum quantized output value represents.
outType	The type of the output. Should be a lower bit depth than Tinput.

Returns

• a new instance of Requantize

public Output<U> output ()

public Output<TFloat32> outputMax ()

The requested_output_max value is copied into this output.

public Output<TFloat32> outputMin ()

The requested_output_min value is copied into this output.