MatMul

public final class MatMul

Multiply the matrix "a" by the matrix "b".

The inputs must be two-dimensional matrices and the inner dimension of "a" (after being transposed if transpose_a is true) must match the outer dimension of "b" (after being transposed if transposed_b is true).

Note: The default kernel implementation for MatMul on GPUs uses cublas.

Nested Classes

class

MatMul.Options

Optional attributes for MatMul

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> MatMul<T>	create(Scope scope, Operand<T> a, Operand<T> b, Options... options) Factory method to create a class wrapping a new MatMul operation.
Output<T>	product()
static MatMul.Options	transposeA(Boolean transposeA)
static MatMul.Options	transposeB(Boolean transposeB)

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: "MatMul"

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 MatMul<T> create (Scope scope, Operand<T> a, Operand<T> b, Options... options)

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

Parameters

scope	current scope
options	carries optional attributes values

Returns

• a new instance of MatMul

public Output<T> product ()

public static MatMul.Options transposeA (Boolean transposeA)

Parameters

transposeA	If true, "a" is transposed before multiplication.

public static MatMul.Options transposeB (Boolean transposeB)

Parameters

transposeB	If true, "b" is transposed before multiplication.