org.apache.sysds.runtime.data

Class LibTensorAgg

java.lang.Object

org.apache.sysds.runtime.data.LibTensorAgg

public class LibTensorAgg
extends Object

Constructor Summary

Constructors

Constructor and Description
LibTensorAgg()

Method Summary

Modifier and Type	Method and Description
static void	aggregateBinaryTensor(BasicTensorBlock in, BasicTensorBlock aggVal, AggregateOperator aop) Core incremental tensor aggregate (ak+) as used for uack+ and acrk+.
static void	aggregateUnaryTensor(BasicTensorBlock in, BasicTensorBlock out, AggregateUnaryOperator uaop) Aggregate a tensor-block with the given unary operator.
static boolean	isSupportedUnaryAggregateOperator(AggregateUnaryOperator op) Determines whether the unary operator is supported.
static boolean	satisfiesMultiThreadingConstraints(BasicTensorBlock in, int k) Check if a aggregation fulfills the constraints to be split to multiple threads.

Methods inherited from class java.lang.Object

equals, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Constructor Detail

LibTensorAgg

public LibTensorAgg()

Method Detail

satisfiesMultiThreadingConstraints

public static boolean satisfiesMultiThreadingConstraints(BasicTensorBlock in,
                                                         int k)

Check if a aggregation fulfills the constraints to be split to multiple threads.

Parameters:

in - the tensor block to be aggregated

k - the number of threads

Returns:

true if aggregation should be done on multiple threads, false otherwise

aggregateUnaryTensor

public static void aggregateUnaryTensor(BasicTensorBlock in,
                                        BasicTensorBlock out,
                                        AggregateUnaryOperator uaop)

Aggregate a tensor-block with the given unary operator.

Parameters:

in - the input tensor block

out - the output tensor block containing the aggregated result

uaop - the unary operation to apply

aggregateBinaryTensor

public static void aggregateBinaryTensor(BasicTensorBlock in,
                                         BasicTensorBlock aggVal,
                                         AggregateOperator aop)

Core incremental tensor aggregate (ak+) as used for uack+ and acrk+. Embedded correction values.

Parameters:

in - partial aggregation

aggVal - partial aggregation, also output (in will be added to this)

aop - aggregation operator

isSupportedUnaryAggregateOperator

public static boolean isSupportedUnaryAggregateOperator(AggregateUnaryOperator op)

Determines whether the unary operator is supported.

Parameters:

op - the unary operator to check

Returns:

true if the operator is supported, false otherwise