RequantizationRange

public final class RequantizationRange

Computes a range that covers the actual values present in a quantized tensor.

Given a quantized tensor described by `(input, input_min, input_max)`, outputs a range that covers the actual values present in that tensor. This op is typically used to produce the `requested_output_min` and `requested_output_max` for `Requantize`.

Constants

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

Public Methods

static RequantizationRange
create(Scope scope, Operand<? extends TType> input, Operand<TFloat32> inputMin, Operand<TFloat32> inputMax)
Factory method to create a class wrapping a new RequantizationRange operation.
Output<TFloat32>
outputMax()
the computed max output.
Output<TFloat32>
outputMin()
The computed min output.

Inherited Methods

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()
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()
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: "RequantizationRange"

Public Methods

public static RequantizationRange create (Scope scope, Operand<? extends TType> input, Operand<TFloat32> inputMin, Operand<TFloat32> inputMax)

Factory method to create a class wrapping a new RequantizationRange 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.
Returns
  • a new instance of RequantizationRange

public Output<TFloat32> outputMax ()

the computed max output.

public Output<TFloat32> outputMin ()

The computed min output.