/*
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 .
*/
#include
#define BOOST_TEST_MODULE TestGpuVectorOperations
#include
#include
#include
#include
#include
#include
#include
#include
#include
using NumericTypes = boost::mpl::list;
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 hostBlockVector({1.0, 2.0, 3.0, 5.0, 2.0, 3.0, 2.0, 1.0, 2.0});
std::vector hostVecVector({3.0, 2.0, 1.0});
std::vector hostDstVector({0, 0, 0});
Opm::gpuistl::GpuVector deviceBlockVector(hostBlockVector);
Opm::gpuistl::GpuVector deviceVecVector(hostVecVector);
Opm::gpuistl::GpuVector deviceDstVector(hostDstVector);
Opm::gpuistl::detail::weightedDiagMV(
deviceBlockVector.data(), N, blocksize, weight, deviceVecVector.data(), deviceDstVector.data());
std::vector expectedVec {10.0, 22.0, 10.0};
std::vector 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 hostBlockVector({1.0, 2.0, 3.0, 4.0, 4.0, 3.0, 2.0, 1.0});
std::vector hostVecVector({1.0, 3.0, 2.0, 4.0});
std::vector hostDstVector({0, 0, 0, 0});
Opm::gpuistl::GpuVector deviceBlockVector(hostBlockVector);
Opm::gpuistl::GpuVector deviceVecVector(hostVecVector);
Opm::gpuistl::GpuVector deviceDstVector(hostDstVector);
Opm::gpuistl::detail::weightedDiagMV(
deviceBlockVector.data(), N, blocksize, weight, deviceVecVector.data(), deviceDstVector.data());
std::vector expectedVec {3.5, 7.5, 10.0, 4.0};
std::vector 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);
}
}