RequantizePerChannel

public final class RequantizePerChannel

Requantizes input with min and max values known per channel.

Constants

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

Public Methods

static <U extends TType > RequantizePerChannel <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 RequantizePerChannel operation.
Output <U>
output ()
Output tensor.
Output < TFloat32 >
outputMax ()
The maximum value of the final output tensor.
Output < TFloat32 >
outputMin ()
The minimum value of the final output tensor

Inherited Methods

Constants

public static final String OP_NAME

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

Constant Value: "RequantizePerChannel"

Public Methods

public static RequantizePerChannel <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 RequantizePerChannel operation.

Parameters
scope current scope
input The original input tensor.
inputMin The minimum value of the input tensor
inputMax The maximum value of the input tensor.
requestedOutputMin The minimum value of the output tensor requested.
requestedOutputMax The maximum value of the output tensor requested.
outType The quantized type of output tensor that needs to be converted.
Returns
  • a new instance of RequantizePerChannel

public Output <U> output ()

Output tensor.

public Output < TFloat32 > outputMax ()

The maximum value of the final output tensor.

public Output < TFloat32 > outputMin ()

The minimum value of the final output tensor