https://github.com/linbox-team/fflas-ffpack
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Tip revision: b7e4bc24d50fc50fa90106b369f4ce8dfd5638aa authored by Clément Pernet on 11 June 2019, 08:25:49 UTC
fix p*RankProfile API
Tip revision: b7e4bc2
test-sparse.C
/* Copyright (C) 2014 FFLAS-FFPACK
 * Written by :     Bastien Vialla <bastien.vialla@lirmm.fr>
 * This file is Free Software and part of FFLAS-FFPACK.
 *
 * ========LICENCE========
 * This file is part of the library FFLAS-FFPACK.
 *
 * FFLAS-FFPACK is free software: you can redistribute it and/or modify
 * it under the terms of the  GNU Lesser General Public
 * License as published by the Free Software Foundation; either
 * version 2.1 of the License, or (at your option) any later version.
 *
 * This library 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
 * Lesser General Public License for more details.
 *
 * You should have received a copy of the GNU Lesser General Public
 * License along with this library; if not, write to the Free Software
 * Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA  02110-1301 USA
 * ========LICENCE========
 */

#include "fflas-ffpack/fflas/fflas.h"
#include "fflas-ffpack/fflas/fflas_sparse.h"
#include "fflas-ffpack/utils/args-parser.h"
#include "givaro/modular-double.h"
#include "givaro/zring.h"

#include <vector>
#include <iostream>
#include <fstream>
#include <algorithm>
#include <string>
#include <iterator>
#include <cstdlib>
#include <cstdio>
// #include <stdlib.h>

#include <sstream>

using namespace FFLAS;
using namespace FFPACK;
using namespace std;
using namespace Givaro;

template <typename T> T from_string(std::string const & s) {
    std::stringstream ss(s);
    T result;
    ss >> result;    // TODO handle errors
    return result;
}



template <class PtrT> void testEq(PtrT y1, PtrT y2, uint64_t n) {
    for (uint64_t i = 0; i < n; ++i) {
        if (y1[i] != y2[i]) {
            cout << "Error " << i << endl;
            cout << y1[i] << " != " << y2[i] << endl;
            break;
        }
    }
}

template <class MatT, class Field, class IndexT>
void test_spmv(const Field &F, IndexT *row, IndexT *col,
               typename Field::Element_ptr dat, index_t rowdim, index_t coldim,
               uint64_t nnz, typename Field::Element_ptr x,
               typename Field::Element_ptr y, typename Field::Element beta) {
    MatT matrix;
    sparse_init(F, matrix, row, col, dat, rowdim, coldim, nnz);
    fspmv(F, matrix, x, 1, y);
    sparse_delete(matrix);
}

template <class Field, class IndexT>
void
test_spmv_sell(const Field &F, IndexT *row, IndexT *col,
               typename Field::Element_ptr dat, index_t rowdim, index_t coldim,
               uint64_t nnz, Sparse<Field, SparseMatrix_t::SELL> &matrix,
               typename Field::Element_ptr x, typename Field::Element_ptr y,
               typename Field::Element beta) {
    sparse_init(F, matrix, row, col, dat, rowdim, coldim, nnz);
    fspmv(F, matrix, x, 1, y);
    auto tmp = fflas_new(F, rowdim);
    for (size_t i = 0; i < rowdim; ++i) {
        tmp[i] = y[matrix.perm[i]];
    }
    for (size_t i = 0; i < rowdim; ++i) {
        y[i] = tmp[i];
    }
    sparse_delete(matrix);
    fflas_delete(tmp);
}

template <class MatT, class Field, class IndexT>
void test_spmm(const Field &F, IndexT *row, IndexT *col,
               typename Field::Element_ptr dat, index_t rowdim, index_t coldim,
               uint64_t nnz, int blockSize, typename Field::Element_ptr x,
               int ldx, typename Field::Element_ptr y, int ldy,
               typename Field::Element beta) {
    MatT matrix;
    sparse_init(F, matrix, row, col, dat, rowdim, coldim, nnz);
    fspmm(F, matrix, blockSize, x, ldx, beta, y, ldy);
    sparse_delete(matrix);
}
#if 0
template <class MatT, class Field, class IndexT>
void test_pspmm(const Field &F, IndexT *row, IndexT *col,
                typename Field::Element_ptr dat, index_t rowdim, index_t coldim,
                uint64_t nnz, int blockSize, typename Field::Element_ptr x,
                int ldx, typename Field::Element_ptr y, int ldy,
                typename Field::Element beta) {
    MatT matrix;
    sparse_init(F, matrix, row, col, dat, rowdim, coldim, nnz);
    pfspmm(F, matrix, blockSize, x, ldx, beta, y, ldy);
    sparse_delete(matrix);
}

template <class MatT, class Field, class IndexT>
void test_pspmv(const Field &F, IndexT *row, IndexT *col,
                typename Field::Element_ptr dat, index_t rowdim, index_t coldim,
                uint64_t nnz, typename Field::Element_ptr x,
                typename Field::Element_ptr y, typename Field::Element beta) {
    MatT matrix;
    sparse_init(F, matrix, row, col, dat, rowdim, coldim, nnz);
    pfspmv(F, matrix, x, 1, y);
    sparse_delete(matrix);
}

template <class Field, class IndexT>
void
test_pspmv_sell(const Field &F, IndexT *row, IndexT *col,
                typename Field::Element_ptr dat, index_t rowdim, index_t coldim,
                uint64_t nnz, Sparse<Field, SparseMatrix_t::SELL> &matrix,
                typename Field::Element_ptr x, typename Field::Element_ptr y,
                typename Field::Element beta) {
    sparse_init(F, matrix, row, col, dat, rowdim, coldim, nnz);
    pfspmv(F, matrix, x, 1, y);
    auto tmp = fflas_new(F, rowdim, 1);
    for (size_t i = 0; i < rowdim; ++i) {
        tmp[i] = y[matrix.perm[i]];
    }
    for (size_t i = 0; i < rowdim; ++i) {
        y[i] = tmp[i];
    }
    sparse_delete(matrix);
    fflas_delete(tmp);
}
#endif

int main(int argc, char **argv) {
    using Field = Modular<float>;

    Field F(101);
    std::string path;

    index_t *row = nullptr, *col = nullptr;
    typename Field::Element_ptr dat;

    index_t rowdim, coldim;
    uint64_t nnz;

    if(argc > 1)
        path = argv[1];

    // path = "data/mat11.sms";
    index_t * st = nullptr ;
    readSmsFormat(path, F, row, col, dat, rowdim, coldim, nnz);
    row = fflas_new<index_t>(nnz);
    for (index_t j = 0 ; j < rowdim ; ++j) {
        for (index_t k = row[j] ; k < row[j+1] ; ++k)
            row[k] = j ;
    }


    auto x = fflas_new(F, coldim, Alignment::CACHE_LINE);
    auto y = fflas_new(F, rowdim, Alignment::CACHE_LINE);
    auto y1 = fflas_new(F, rowdim, Alignment::CACHE_LINE);

    for (size_t i = 0; i < coldim; ++i) {
        x[i] = 1;
    }

    for (size_t i = 0; i < rowdim; ++i) {
        y[i] = 0;
        y1[i] = 0;
    }

    /************************************************************************************
     *
     * SPMV
     *
     *************************************************************************************/
    cout << "=== spmv ===" << endl;

    test_spmv<Sparse<Field, SparseMatrix_t::CSR>>(F, row, col, dat, rowdim,
                                                  coldim, nnz, x, y, 1);
    cout << "CSR: OK" << endl;

    test_spmv<Sparse<Field, SparseMatrix_t::CSR_ZO>>(F, row, col, dat, rowdim,
                                                     coldim, nnz, x, y1, 1);

    // for(size_t i = 0 ; i < 10 ; ++i)
    // {
    //     cout << y[i] << " ";
    // }
    // cout << endl;

    // for(size_t i = 0 ; i < 10 ; ++i)
    // {
    //     cout << y1[i] << " ";
    // }
    // cout << endl;

    cout << "CSR_ZO: " << ((std::equal(y, y + rowdim, y1)) ? "OK" : "ERROR")
    << endl;

    for (size_t i = 0; i < rowdim; ++i) {
        y1[i] = 0;
    }

    test_spmv<Sparse<Field, SparseMatrix_t::COO>>(F, row, col, dat, rowdim,
                                                  coldim, nnz, x, y1, 1);

    cout << "COO: " << ((std::equal(y, y + rowdim, y1)) ? "OK" : "ERROR")
    << endl;

    for (size_t i = 0; i < rowdim; ++i) {
        y1[i] = 0;
    }

    test_spmv<Sparse<Field, SparseMatrix_t::ELL>>(F, row, col, dat, rowdim,
                                                  coldim, nnz, x, y1, 1);

    cout << "ELL: " << ((std::equal(y, y + rowdim, y1)) ? "OK" : "ERROR")
    << endl;

    for (size_t i = 0; i < rowdim; ++i) {
        y1[i] = 0;
    }

    test_spmv<Sparse<Field, SparseMatrix_t::ELL_simd>>(F, row, col, dat, rowdim,
                                                       coldim, nnz, x, y1, 1);

    cout << "ELL_simd: " << ((std::equal(y, y + rowdim, y1)) ? "OK" : "ERROR")
    << endl;

    for (size_t i = 0; i < rowdim; ++i) {
        y1[i] = 0;
    }

    test_spmv<Sparse<Field, SparseMatrix_t::CSR_HYB>>(F, row, col, dat, rowdim,
                                                      coldim, nnz, x, y1, 1);

    cout << "CSR_HYB: " << ((std::equal(y, y + rowdim, y1)) ? "OK" : "ERROR")
    << endl;

    for (size_t i = 0; i < rowdim; ++i) {
        y1[i] = 0;
    }

    test_spmv<Sparse<Field, SparseMatrix_t::HYB_ZO>>(F, row, col, dat, rowdim,
                                                     coldim, nnz, x, y1, 1);

    cout << "HYB_ZO: " << ((std::equal(y, y + rowdim, y1)) ? "OK" : "ERROR")
    << endl;

    for (size_t i = 0; i < rowdim; ++i) {
        y1[i] = 0;
    }

    Sparse<Field, SparseMatrix_t::SELL> A;
    test_spmv_sell(F, row, col, dat, rowdim, coldim, nnz, A, x, y1, 1);

    cout << "SELL: " << ((std::equal(y, y + rowdim, y1)) ? "OK" : "ERROR")
    << endl;

    for (size_t i = 0; i < rowdim; ++i) {
        y1[i] = 0;
    }

    /************************************************************************************
     *
     * pSPMV
     *
     *************************************************************************************/
#if 0
    cout << "=== pspmv ===" << endl;

    test_pspmv<Sparse<Field, SparseMatrix_t::CSR>>(F, row, col, dat, rowdim,
                                                   coldim, nnz, x, y1, 1);
    cout << "CSR: " << ((std::equal(y, y + rowdim, y1)) ? "OK" : "ERROR")
    << endl;

    for (size_t i = 0; i < rowdim; ++i) {
        y1[i] = 0;
    }

    test_pspmv<Sparse<Field, SparseMatrix_t::ELL>>(F, row, col, dat, rowdim,
                                                   coldim, nnz, x, y1, 1);

    cout << "ELL: " << ((std::equal(y, y + rowdim, y1)) ? "OK" : "ERROR")
    << endl;

    for (size_t i = 0; i < rowdim; ++i) {
        y1[i] = 0;
    }

    test_pspmv<Sparse<Field, SparseMatrix_t::ELL_simd>>(
                                                        F, row, col, dat, rowdim, coldim, nnz, x, y1, 1);

    cout << "ELL_simd: " << ((std::equal(y, y + rowdim, y1)) ? "OK" : "ERROR")
    << endl;

    for (size_t i = 0; i < rowdim; ++i) {
        y1[i] = 0;
    }

    test_pspmv<Sparse<Field, SparseMatrix_t::CSR_HYB>>(F, row, col, dat, rowdim,
                                                       coldim, nnz, x, y1, 1);

    cout << "CSR_HYB: " << ((std::equal(y, y + rowdim, y1)) ? "OK" : "ERROR")
    << endl;

    for (size_t i = 0; i < rowdim; ++i) {
        y1[i] = 0;
    }

    test_pspmv<Sparse<Field, SparseMatrix_t::HYB_ZO>>(F, row, col, dat, rowdim,
                                                      coldim, nnz, x, y1, 1);

    cout << "HYB_ZO: " << ((std::equal(y, y + rowdim, y1)) ? "OK" : "ERROR")
    << endl;

    for (size_t i = 0; i < rowdim; ++i) {
        y1[i] = 0;
    }

    Sparse<Field, SparseMatrix_t::SELL> A1;
    test_pspmv_sell(F, row, col, dat, rowdim, coldim, nnz, A1, x, y1, 1);

    cout << "SELL: " << ((std::equal(y, y + rowdim, y1)) ? "OK" : "ERROR")
    << endl;

    for (size_t i = 0; i < rowdim; ++i) {
        y1[i] = 0;
    }
#endif
    // // test_spmm<Sparse<Field, SparseMatrix_t::CSR>>(F, row, col, dat,
    // rowdim,
    // coldim, nnz, 1, x, 1, y, 1, 1);
    // // test_pspmm<Sparse<Field, SparseMatrix_t::CSR>>(F, row, col, dat,
    // rowdim,
    // coldim, nnz, 1, x, 1, y, 1, 1);
    // // test_spmm<Sparse<Field, SparseMatrix_t::COO_ZO>>(F, row, col, dat,
    // rowdim, coldim, nnz, 1, x, 1, y, 1, 1);
    // // test_spmm<Sparse<Field, SparseMatrix_t::CSR>>(F, row, col, dat,
    // rowdim,
    // coldim, nnz, 1, x, 1, y, 1, 1);
    // // test_spmv<Sparse<Field, SparseMatrix_t::ELL_ZO>>(F, row, col, dat,
    // rowdim, coldim, nnz, x, y1, 1);

    // for(size_t i = 0 ; i < 11 ; ++i)
    // {
    //     cout << y[i] << " ";
    // }
    // cout << endl;

    // for(size_t i = 0 ; i < 11 ; ++i)
    // {
    //     cout << y1[i] << " ";
    // }
    // cout << endl;

    // auto bb = std::equal(y, y+rowdim, y1);

    // cout << ((bb) ? "CORRECT" : "ERROR") << endl;

    // if(!bb)
    //     testEq(y, y1, rowdim);

    fflas_delete(x);
    fflas_delete(y);
    fflas_delete(y1);

    return 0;
}
/* -*- mode: C++; tab-width: 4; indent-tabs-mode: nil; c-basic-offset: 4 -*- */
// vim:sts=4:sw=4:ts=4:et:sr:cino=>s,f0,{0,g0,(0,\:0,t0,+0,=s
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