libflatarray
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Multi-dimensional C++ arrays which store objects in a Struct-of-Arrays (SoA) memory layout for efficient vectorization and zero address generation overhead.
ABOUT
LibFlatArray acts as a highly efficient multi-dimensional array of arbitrary objects (array of structs, AoS), but really uses a struct of arrays (SoA) memory layout. It's great for writing vectorized code and its lightning-fast iterators give you access to neighboring elements with zero address generation overhead.
Use cases include:
- computer simulations (e.g. stencil codes such as Lattice Boltzmann Methods)
- image processing (e.g. Gaussian filters)
- numerical methods (e.g. multiplication of complex matrices)
The library is written in C++ and uses templates to shift the burden of address computation from runtime to compile time. It shares some infrastructure with its parent project LibGeoDecomp.
Further information:
- homepage: http://www.libgeodecomp.org/libflatarray.html
- mailing list: http://www.libgeodecomp.org/mailing_lists.html
- source repository: https://bitbucket.org/gentryx/libflatarray
- contributors: see file "AUTHORS"
DEPENDENCIES
-
C++ compiler (min. C++98, tested with GCC's g++, Clang's clang++, and Intel's icpc)
-
CMake (min. 2.8.10)
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build tool supported by CMake (e.g. make, ninja)
BUILDING
For compiling LibFlatArray you'll need CMake (http://www.cmake.org) installed. We recommend an out-of-source build:
BUILD_DIR=build/uname -ms | sed s/\ /-/g
mkdir -p $BUILD_DIR
cd $BUILD_DIR
cmake ../../
make