Reduces `input` from `num_devices` using `reduction` to a single device.
Reduces `input` from `num_devices` using `reduction` to a single device.
The graph should be constructed so that all inputs have a valid device assignment, and the op itself is assigned one of these devices.
input: The input to the reduction. data: the value of the reduction across all `num_devices` devices. reduction: the reduction operation to perform.
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.
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static <T extends TNumber> NcclReduce<T> | |
Output<T> |
data()
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Inherited Methods
Constants
public static final String OP_NAME
The name of this op, as known by TensorFlow core engine
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 NcclReduce<T> create (Scope scope, Iterable<Operand<T>> input, String reduction)
Factory method to create a class wrapping a new NcclReduce operation.
Parameters
scope | current scope |
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Returns
- a new instance of NcclReduce