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Reduce

public final class Reduce

Mutually reduces multiple tensors of identical type and shape.

Nested Classes

class Reduce.Options Optional attributes for Reduce

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 Reduce.Options
communicationHint (String communicationHint)
static <T extends TNumber > Reduce <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 Reduce operation.
Output <T>
static Reduce.Options
timeoutSeconds (Float timeoutSeconds)
static Reduce.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 Reduce.Options communicationHint (String communicationHint)

public static Reduce <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 Reduce operation.

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

public Output <T> data ()

public static Reduce.Options timeoutSeconds (Float timeoutSeconds)

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