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)