FakeQuantWithMinMaxArgsGradient

public final class FakeQuantWithMinMaxArgsGradient

Compute gradients for a FakeQuantWithMinMaxArgs operation.

Nested Classes

class FakeQuantWithMinMaxArgsGradient.Options Optional attributes for FakeQuantWithMinMaxArgsGradient

Constants

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

Public Methods

Output < TFloat32 >
asOutput ()
Returns the symbolic handle of the tensor.
Output < TFloat32 >
backprops ()
Backpropagated gradients below the FakeQuantWithMinMaxArgs operation: `gradients * (inputs >= min && inputs <= max)`.
static FakeQuantWithMinMaxArgsGradient
create ( Scope scope, Operand < TFloat32 > gradients, Operand < TFloat32 > inputs, Options... options)
Factory method to create a class wrapping a new FakeQuantWithMinMaxArgsGradient operation.
static FakeQuantWithMinMaxArgsGradient.Options
max (Float max)
static FakeQuantWithMinMaxArgsGradient.Options
min (Float min)
static FakeQuantWithMinMaxArgsGradient.Options
narrowRange (Boolean narrowRange)
static FakeQuantWithMinMaxArgsGradient.Options
numBits (Long numBits)

Inherited Methods

Constants

public static final String OP_NAME

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

Constant Value: "FakeQuantWithMinMaxArgsGradient"

Public Methods

public Output < TFloat32 > 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 Output < TFloat32 > backprops ()

Backpropagated gradients below the FakeQuantWithMinMaxArgs operation: `gradients * (inputs >= min && inputs <= max)`.

public static FakeQuantWithMinMaxArgsGradient create ( Scope scope, Operand < TFloat32 > gradients, Operand < TFloat32 > inputs, Options... options)

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

Parameters
scope current scope
gradients Backpropagated gradients above the FakeQuantWithMinMaxArgs operation.
inputs Values passed as inputs to the FakeQuantWithMinMaxArgs operation.
options carries optional attributes values
Returns
  • a new instance of FakeQuantWithMinMaxArgsGradient

public static FakeQuantWithMinMaxArgsGradient.Options max (Float max)

public static FakeQuantWithMinMaxArgsGradient.Options min (Float min)

public static FakeQuantWithMinMaxArgsGradient.Options narrowRange (Boolean narrowRange)

public static FakeQuantWithMinMaxArgsGradient.Options numBits (Long numBits)