TensorScatterMax

public final class TensorScatterMax

Apply a sparse update to a tensor taking the element-wise maximum.

Returns a new tensor copied from `tensor` whose values are element-wise maximum between tensor and updates according to the indices.

>>> tensor = [0, 0, 0, 0, 0, 0, 0, 0] >>> indices = [[1], [4], [5]] >>> updates = [1, -1, 1] >>> tf.tensor_scatter_nd_max(tensor, indices, updates).numpy() array([0, 1, 0, 0, 0, 1, 0, 0], dtype=int32)

Refer to tf.tensor_scatter_nd_update for more details.

Public Methods

Output<T>	asOutput() Returns the symbolic handle of a tensor.
static <T, U extends Number> TensorScatterMax<T>	create(Scope scope, Operand<T> tensor, Operand<U> indices, Operand<T> updates) Factory method to create a class wrapping a new TensorScatterMax operation.
Output<T>	output() A new tensor copied from tensor whose values are element-wise maximum between tensor and updates according to the indices.

Inherited Methods

From class org.tensorflow.op.PrimitiveOp

final boolean	equals(Object obj)
final int	hashCode()
Operation	op() Returns the underlying 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.Operand

abstract Output<T>

asOutput() Returns the symbolic handle of a tensor.

Public Methods

public Output<T> asOutput ()

Returns the symbolic handle of a 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 TensorScatterMax<T> create (Scope scope, Operand<T> tensor, Operand<U> indices, Operand<T> updates)

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

Parameters

scope	current scope
tensor	Tensor to update.
indices	Index tensor.
updates	Updates to scatter into output.

Returns

• a new instance of TensorScatterMax

public Output<T> output ()

A new tensor copied from tensor whose values are element-wise maximum between tensor and updates according to the indices.