Conv

public final class Conv

Wraps the XLA ConvGeneralDilated operator, documented at

https://www.tensorflow.org/performance/xla/operation_semantics#conv_convolution .

Constants

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

Public Methods

Output<T>	asOutput() Returns the symbolic handle of the tensor.
static <T extends TType, U extends TNumber> Conv<T>	create(Scope scope, Operand<T> lhs, Operand<T> rhs, Operand<U> windowStrides, Operand<U> padding, Operand<U> lhsDilation, Operand<U> rhsDilation, Operand<U> featureGroupCount, String dimensionNumbers, String precisionConfig) Factory method to create a class wrapping a new Conv operation.
Output<T>	output()

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`.

From interface org.tensorflow.Operand

abstract Output<T>	asOutput() Returns the symbolic handle of the tensor.
abstract T	asTensor() Returns the tensor at this operand.
abstract Shape	shape() Returns the (possibly partially known) shape of the tensor referred to by the `Output` of this operand.
abstract Class<T>	type() Returns the tensor type of this operand

From interface org.tensorflow.ndarray.Shaped

abstract int	rank()
abstract Shape	shape()
abstract long	size() Computes and returns the total size of this container, in number of values.

Constants

public static final String OP_NAME

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

Constant Value: "XlaConv"

Public Methods

public Output<T> 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 static Conv<T> create (Scope scope, Operand<T> lhs, Operand<T> rhs, Operand windowStrides, Operand padding, Operand lhsDilation, Operand rhsDilation, Operand featureGroupCount, String dimensionNumbers, String precisionConfig)

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

Parameters

scope	current scope
lhs	the input tensor
rhs	the kernel tensor
windowStrides	the inter-window strides
padding	the padding to apply at the start and end of each input dimensions
lhsDilation	dilation to apply between input elements
rhsDilation	dilation to apply between kernel elements
featureGroupCount	number of feature groups for grouped convolution.
dimensionNumbers	a serialized xla::ConvolutionDimensionNumbers proto.
precisionConfig	a serialized xla::PrecisionConfig proto.

Returns

a new instance of Conv

Conv

Constants

Public Methods

Inherited Methods

Constants

public static final String OP_NAME

Public Methods

public Output<T> asOutput ()

public static Conv<T> create (Scope scope, Operand<T> lhs, Operand<T> rhs, Operand<U> windowStrides, Operand<U> padding, Operand<U> lhsDilation, Operand<U> rhsDilation, Operand<U> featureGroupCount, String dimensionNumbers, String precisionConfig)

Parameters

Returns

public Output<T> output ()