AllReduce

public final class AllReduce

Mutually reduces multiple tensors of identical type and shape.

Nested Classes

class AllReduce.Options Optional attributes for AllReduce  

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 AllReduce.Options
communicationHint(String communicationHint)
static <T extends TNumber> AllReduce<T>
create(Scope scope, Operand<T> input, Long groupSize, Long groupKey, Long instanceKey, String mergeOp, String finalOp, List<Long> subdivOffsets, Options... options)
Factory method to create a class wrapping a new AllReduce operation.
Output<T>
data()
static AllReduce.Options
timeoutSeconds(Float timeoutSeconds)
static AllReduce.Options
waitFor(List<Long> waitFor)

Inherited Methods

Constants

public static final String OP_NAME

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

Constant Value: "CollectiveReduce"

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 AllReduce.Options communicationHint (String communicationHint)

public static AllReduce<T> create (Scope scope, Operand<T> input, Long groupSize, Long groupKey, Long instanceKey, String mergeOp, String finalOp, List<Long> subdivOffsets, Options... options)

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

Parameters
scope current scope
options carries optional attributes values
Returns
  • a new instance of AllReduce

public Output<T> data ()

public static AllReduce.Options timeoutSeconds (Float timeoutSeconds)

public static AllReduce.Options waitFor (List<Long> waitFor)