Matthias Möller

UETLI: Unified Expression Template Library Interface

UETLI - the Unified Expression Template Library Interface - is the swiss army knife for working with expression template linear algebra libraries like Armadillo, ArrayFire, Blaze, Eigen, VexCL, and ViennaCL without the pain to rewrite your code for each backend individually. It is designed as a header-only, lightweight C++11 wrapper library that can be easily integrated into existing codes and provides a unified interface to a common subset of operations provided by all of the above libraries. The following code snippet illustrates the use of UETLI for the VexCL backend:

            #include <uetli.h>
#include <vexcl/vexcl.hpp>

// Create VexCL context (double-precision support on GPU)
vex::Context ctx( vex::Filter::GPU && vex::Filter::DoublePrecision );

// Create two VexCL vectors of length 1000000
vex::vector x( ctx, 1000000 );
vex::vector y( ctx, 1000000 );

// YOUR CODE: Compute element-wise expression y = y + sin(x)
y += fdbb::elem_sin(x);
          

            #include <uetli.h>
#include <Eigen/Dense>

// Create two Eigen vectors of length 1000000
Eigen::VectorXd x( 1000000 );
Eigen::VectorXd y( 1000000 );

// YOUR CODE: Compute element-wise expression y = y + sin(x)
y += fdbb::elem_sin(x);
          

UETLI is licensed under the Mozilla Public License Version 2.0.

The latest version of UETLI can be downloaded from the project page as zip, tar.gz, tar.bz2, or tar archive or via

            $ git clone https://gitlab.com/mmoelle1/UETLI.git