SkelCL
SkelCL is a high level multi GPU skeleton library developed at the university of Münster, Germany.
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This class implements the Map skeleton, which describes calculations performed on one or more devices. It invokes a unary used-defined function on a container in a parallel fashion. More...
#include <Map.h>
Public Member Functions | |
Map (const Source &source, const std::string &funcName=std::string("func")) | |
Constructor taking the source code used of the user-defined function as argument. More... | |
template<template< typename > class C, typename... Args> | |
C< Tout > | operator() (const C< Tin > &input, Args &&...args) const |
Executes the skeleton on the provided input container. The resulting data is stored in a newly created output container and the container is returned. More... | |
template<template< typename > class C, typename... Args> | |
C< Tout > & | operator() (Out< C< Tout >> output, const C< Tin > &input, Args &&...args) const |
Executes the skeleton on the provided input container. The resulting data is stored in the provided output container and a reference to this container is returned. More... | |
This class implements the Map skeleton, which describes calculations performed on one or more devices. It invokes a unary used-defined function on a container in a parallel fashion.
This is the most general version of the Map skeleton. It can be customized with a user-defined function taking an arbitrary types argument (no classes are currently possible) and produces an arbitrary typed output.
On creation the Map skeleton is customized with source code defining a unary function. An instance of this class is a function object, i.e. it can be called like a function. When this happens a container is passed as input to the Map skeleton which then invokes the provided function on every element of the container in a parallel fashion on one or more devices (depending of the distribution of the container).
More formally: When c is a container of length n with items c[0] .. c[n-1], and f is the provided unary function, the Map skeleton performs the calculation f(c[i]) for every i in 0 .. n-1.
As all skeletons, the Map skeleton allows for passing additional arguments, i.e. arguments besides the input container, to the user defined function. The user-defined function has to written in such a way, that it expects more than just one argument (it is no unary function any more). Accordingly the number, types and order of arguments used when calling the map skeleton has to match the declaration of the user-defined function.
Tin | The type of the elements stored in the input container. |
Tout | The type of the elements stored in the output container. |
skelcl::Map< Tout(Tin)>::Map | ( | const Source & | source, |
const std::string & | funcName = std::string("func") |
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) |
Constructor taking the source code used of the user-defined function as argument.
source | The source code of the user-defined function. |
funcName | The name of the user-defined function which should be invoked by the Map skeleton. |
C<Tout> skelcl::Map< Tout(Tin)>::operator() | ( | const C< Tin > & | input, |
Args &&... | args | ||
) | const |
Executes the skeleton on the provided input container. The resulting data is stored in a newly created output container and the container is returned.
C | The incomplete type of the container used as input and output. The complete types are C<Tin> for the input and C<Tout> for the output. C is either Vector or Matrix. |
Args | The types of the arguments which are passed to the user-defined function in addition to the input container. |
input | The input container on which the user-defined function is invoked |
args | The values of the arguments which are passed to the user-defined function in addition to the input container. |
C<Tout>& skelcl::Map< Tout(Tin)>::operator() | ( | Out< C< Tout >> | output, |
const C< Tin > & | input, | ||
Args &&... | args | ||
) | const |
Executes the skeleton on the provided input container. The resulting data is stored in the provided output container and a reference to this container is returned.
C | The incomplete type of the container used as input and output. The complete types are C<Tin> for the input and C<Tout> for the output. |
Args | The types of the arguments which are passed to the user-defined function in addition to the input container. |
output | The output container in which the resulting data is stored. The type of this argument is not the type of the container itself, but instead a wrapping class tagging that this container is written into. The utility function skelcl::out() can be used to create this wrapper for an arbitrary container. |
input | The input container on which the user-defined function is invoked. |
args | The values of the arguments which are passed to the user-defined function in addition to the input container. |