QuantizedDepthwiseConv2D

public final class QuantizedDepthwiseConv2D

Computes quantized depthwise Conv2D.

Nested Classes

class

QuantizedDepthwiseConv2D.Options

Optional attributes for QuantizedDepthwiseConv2D

Constants

String

OP_NAME

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

Public Methods

static <V extends TType> QuantizedDepthwiseConv2D<V>	create(Scope scope, Operand<? extends TType> input, Operand<? extends TType> filter, Operand<TFloat32> minInput, Operand<TFloat32> maxInput, Operand<TFloat32> minFilter, Operand<TFloat32> maxFilter, Class<V> outType, List<Long> strides, String padding, Options... options) Factory method to create a class wrapping a new QuantizedDepthwiseConv2D operation.
static QuantizedDepthwiseConv2D.Options	dilations(List<Long> dilations)
Output<TFloat32>	maxOutput() The float value that the maximum quantized output value represents.
Output<TFloat32>	minOutput() The float value that the minimum quantized output value represents.
Output<V>	output() The output tensor.

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: "QuantizedDepthwiseConv2D"

Public Methods

public static QuantizedDepthwiseConv2D<V> create (Scope scope, Operand<? extends TType> input, Operand<? extends TType> filter, Operand<TFloat32> minInput, Operand<TFloat32> maxInput, Operand<TFloat32> minFilter, Operand<TFloat32> maxFilter, Class<V> outType, List<Long> strides, String padding, Options... options)

Factory method to create a class wrapping a new QuantizedDepthwiseConv2D operation.

Parameters

scope	current scope
input	The original input tensor.
filter	The original filter tensor.
minInput	The float value that the minimum quantized input value represents.
maxInput	The float value that the maximum quantized input value represents.
minFilter	The float value that the minimum quantized filter value represents.
maxFilter	The float value that the maximum quantized filter value represents.
outType	The type of the output.
strides	List of stride values.
options	carries optional attributes values

Returns

• a new instance of QuantizedDepthwiseConv2D

public static QuantizedDepthwiseConv2D.Options dilations (List<Long> dilations)

Parameters

dilations	List of dilation values.

public Output<TFloat32> maxOutput ()

The float value that the maximum quantized output value represents.

public Output<TFloat32> minOutput ()

The float value that the minimum quantized output value represents.

public Output<V> output ()

The output tensor.