ScatterMin

public final class ScatterMin

Reduces sparse updates into a variable reference using the `min` operation.

This operation computes

# Scalar indices ref[indices, ...] = min(ref[indices, ...], updates[...])

# Vector indices (for each i) ref[indices[i], ...] = min(ref[indices[i], ...], updates[i, ...])

# High rank indices (for each i, ..., j) ref[indices[i, ..., j], ...] = min(ref[indices[i, ..., j], ...], updates[i, ..., j, ...])

This operation outputs `ref` after the update is done. This makes it easier to chain operations that need to use the reset value.

Duplicate entries are handled correctly: if multiple `indices` reference the same location, their contributions combine.

Requires `updates.shape = indices.shape + ref.shape[1:]` or `updates.shape = []`.

Nested Classes

class

ScatterMin.Options

Optional attributes for ScatterMin

Public Methods

Output<T>	asOutput() Returns the symbolic handle of a tensor.
static <T extends Number, U extends Number> ScatterMin<T>	create(Scope scope, Operand<T> ref, Operand<U> indices, Operand<T> updates, Options... options) Factory method to create a class wrapping a new ScatterMin operation.
Output<T>	outputRef() = Same as `ref`.
static ScatterMin.Options	useLocking(Boolean useLocking)

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 ScatterMin<T> create (Scope scope, Operand<T> ref, Operand<U> indices, Operand<T> updates, Options... options)

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

Parameters

scope	current scope
ref	Should be from a `Variable` node.
indices	A tensor of indices into the first dimension of `ref`.
updates	A tensor of updated values to reduce into `ref`.
options	carries optional attributes values

Returns

• a new instance of ScatterMin

public Output<T> outputRef ()

= Same as `ref`. Returned as a convenience for operations that want to use the updated values after the update is done.

public static ScatterMin.Options useLocking (Boolean useLocking)

Parameters

useLocking	If True, the update will be protected by a lock; otherwise the behavior is undefined, but may exhibit less contention.