Warning: This API is deprecated and will be removed in a future version of TensorFlow after the replacement is stable.

CollectiveReduceV2

public final class CollectiveReduceV2

Mutually reduces multiple tensors of identical type and shape.

Nested Classes

class CollectiveReduceV2.Options Optional attributes for CollectiveReduceV2  

Public Methods

Output<T>
asOutput()
Returns the symbolic handle of a tensor.
static CollectiveReduceV2.Options
communicationHint(String communicationHint)
static <T extends Number> CollectiveReduceV2<T>
create(Scope scope, Operand<T> input, Operand<Integer> groupSize, Operand<Integer> groupKey, Operand<Integer> instanceKey, Iterable<Operand<?>> orderingToken, String mergeOp, String finalOp, Options... options)
Factory method to create a class wrapping a new CollectiveReduceV2 operation.
Output<T>
data()
static CollectiveReduceV2.Options
maxSubdivsPerDevice(Long maxSubdivsPerDevice)
static CollectiveReduceV2.Options
timeoutSeconds(Float timeoutSeconds)

Inherited Methods

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 CollectiveReduceV2.Options communicationHint (String communicationHint)

public static CollectiveReduceV2<T> create (Scope scope, Operand<T> input, Operand<Integer> groupSize, Operand<Integer> groupKey, Operand<Integer> instanceKey, Iterable<Operand<?>> orderingToken, String mergeOp, String finalOp, Options... options)

Factory method to create a class wrapping a new CollectiveReduceV2 operation.

Parameters
scope current scope
options carries optional attributes values
Returns
  • a new instance of CollectiveReduceV2

public Output<T> data ()

public static CollectiveReduceV2.Options maxSubdivsPerDevice (Long maxSubdivsPerDevice)

public static CollectiveReduceV2.Options timeoutSeconds (Float timeoutSeconds)