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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>
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)