opm-simulators/tests/cuistl/test_cuVector_operations.cpp

/*
  Copyright 2022-2023 SINTEF AS

  This file is part of the Open Porous Media project (OPM).

  OPM is free software: you can redistribute it and/or modify
  it under the terms of the GNU General Public License as published by
  the Free Software Foundation, either version 3 of the License, or
  (at your option) any later version.

  OPM is distributed in the hope that it will be useful,
  but WITHOUT ANY WARRANTY; without even the implied warranty of
  MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
  GNU General Public License for more details.

  You should have received a copy of the GNU General Public License
  along with OPM.  If not, see <http://www.gnu.org/licenses/>.
*/
#include <config.h>

#define BOOST_TEST_MODULE TestCuVectorOperations
#include <boost/mpl/list.hpp>
#include <boost/test/unit_test.hpp>
#include <cuda_runtime.h>
#include <dune/istl/bcrsmatrix.hh>
#include <opm/simulators/linalg/cuistl/CuJac.hpp>
#include <opm/simulators/linalg/cuistl/CuVector.hpp>
#include <opm/simulators/linalg/cuistl/PreconditionerAdapter.hpp>
#include <opm/simulators/linalg/cuistl/detail/cusparse_matrix_operations.hpp>
#include <opm/simulators/linalg/cuistl/detail/vector_operations.hpp>

using NumericTypes = boost::mpl::list<double, float>;

BOOST_AUTO_TEST_CASE_TEMPLATE(ElementWiseMultiplicationOf3By3BlockVectorAndVectorVector, T, NumericTypes)
{
    /*
        Example in the test for multiplying by element a blockvector with a vector of vectors
        | |1 2 3| |   | |3| |   | |10| |
        | |5 2 3| | X | |2| | = | |22| |
        | |2 1 1| |   | |1| |   | |10| |
    */

    const size_t blocksize = 3;
    const size_t N = 1;
    const T weight = 1.0;

    std::vector<T> hostBlockVector({1.0, 2.0, 3.0, 5.0, 2.0, 3.0, 2.0, 1.0, 2.0});
    std::vector<T> hostVecVector({3.0, 2.0, 1.0});
    std::vector<T> hostDstVector({0, 0, 0});
    Opm::cuistl::CuVector<T> deviceBlockVector(hostBlockVector);
    Opm::cuistl::CuVector<T> deviceVecVector(hostVecVector);
    Opm::cuistl::CuVector<T> deviceDstVector(hostDstVector);

    Opm::cuistl::detail::weightedDiagMV(
        deviceBlockVector.data(), N, blocksize, weight, deviceVecVector.data(), deviceDstVector.data());

    std::vector<T> expectedVec {10.0, 22.0, 10.0};
    std::vector<T> computedVec = deviceDstVector.asStdVector();

    BOOST_REQUIRE_EQUAL(expectedVec.size(), computedVec.size());
    for (size_t i = 0; i < expectedVec.size(); i++) {
        BOOST_CHECK_CLOSE(expectedVec[i], computedVec[i], 1e-7);
    }
}

BOOST_AUTO_TEST_CASE_TEMPLATE(ElementWiseMultiplicationOf2By2BlockVectorAndVectorVector, T, NumericTypes)
{
    /*
        Example in the test for multiplying by element a blockvector with a vector of vectors
             | |1 2| |   | |1| |   | | 3.5| |
       0.5 * | |3 4| | X | |3| | = | | 7.5| |
             |       |   |     |   |        |
             | |4 3| |   | |2| |   | |10.0| |
             | |2 1| |   | |4| |   | | 4.0| |
    */

    const size_t blocksize = 2;
    const size_t N = 2;
    const T weight = 0.5;

    std::vector<T> hostBlockVector({1.0, 2.0, 3.0, 4.0, 4.0, 3.0, 2.0, 1.0});
    std::vector<T> hostVecVector({1.0, 3.0, 2.0, 4.0});
    std::vector<T> hostDstVector({0, 0, 0, 0});
    Opm::cuistl::CuVector<T> deviceBlockVector(hostBlockVector);
    Opm::cuistl::CuVector<T> deviceVecVector(hostVecVector);
    Opm::cuistl::CuVector<T> deviceDstVector(hostDstVector);

    Opm::cuistl::detail::weightedDiagMV(
        deviceBlockVector.data(), N, blocksize, weight, deviceVecVector.data(), deviceDstVector.data());

    std::vector<T> expectedVec {3.5, 7.5, 10.0, 4.0};
    std::vector<T> computedVec = deviceDstVector.asStdVector();

    BOOST_REQUIRE_EQUAL(expectedVec.size(), computedVec.size());
    for (size_t i = 0; i < expectedVec.size(); i++) {
        BOOST_CHECK_CLOSE(expectedVec[i], computedVec[i], 1e-7);
    }
}