ResourceScatterMin

public final class ResourceScatterMin

Reduces sparse updates into the variable referenced by `resource` 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, ...])

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

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

Public Methods

static <T extends Number, U> ResourceScatterMin

create(Scope scope, Operand<?> resource, Operand<T> indices, Operand<U> updates) Factory method to create a class wrapping a new ResourceScatterMin operation.

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()

Public Methods

public static ResourceScatterMin create (Scope scope, Operand<?> resource, Operand<T> indices, Operand<U> updates)

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

Parameters

scope	current scope
resource	Should be from a `Variable` node.
indices	A tensor of indices into the first dimension of `ref`.
updates	A tensor of updated values to add to `ref`.

Returns

• a new instance of ResourceScatterMin