Big-Data-HPC-Platform/plugins/eclblas

ECL BLAS Plugin

This is the ECL plugin to utilize the Basic Linear Algebra Sysem (BLAS). It utilizes the C wrappers for BLAS

Installation and Dependencies

To build the plugin with the HPCC-Platform, is required.

sudo apt-get install atlas-dev

Getting started

The libcblas.so library can be found in several packages including ATLAS and LAPACK.

The Actual Plugin

The eclblas plugin features are exposed via the ECL Standard library Std.BLAS module.

###An ECL Example

IMPORT Std.BLAS AS BLAS;
IMPORT BLAS.Types AS Types;
Types.matrix_t init1 := [1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0];
Types.matrix_t init2 := [9.0, 8.0, 7.0, 6.0, 5.0, 4.0, 3.0, 2.0, 1.0];
Types.matrix_t init3 := [1.0, 2.0, 3.0];
Types.matrix_t init4 := [2.0, 2.0, 2.0];

Test1_mat := BLAS.dgemm(FALSE, TRUE, 3, 3, 1, 1.0, init3, init4);
Test2_mat := BLAS.dgemm(TRUE, FALSE, 1, 1, 3, 1.0, init3, init4);
Test3_mat := BLAS.dgemm(FALSE, TRUE, 3, 1, 3, -1.0, init1, init4);
Test4_mat := BLAS.dgemm(FALSE, TRUE, 3, 1, 3, 1.0, init1, init4, 5, init3);
OUTPUT(Test1_mat);
OUTPUT(Test2_mat);
OUTPUT(Test3_mat);
OUTPUT(test4_mat);

Yields the various matrix products.

Behavior and Implementation Details

All of the arrays are column major. The underlying Fortran code expects column major, so we do not need the library to interpret the data as row major (usual C convention).