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/*
Copyright (C) 2020-2022 Michele Martone
This file is part of librsb.
librsb 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 3 of the License, or
(at your option) any later version.
librsb 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 librsb; see the file COPYING.
If not, see <http://www.gnu.org/licenses/>.
*/
#include "rsbpp.hpp"
#include "rsbck.hpp"
#include "librsbpp.h"
#include <cassert>
#if defined(RSB_NUMERICAL_TYPE_DOUBLE) && defined(RSB_NUMERICAL_TYPE_DOUBLE_COMPLEX) && defined(RSB_NUMERICAL_TYPE_FLOAT_COMPLEX) && defined(RSB_NUMERICAL_TYPE_FLOAT) && RSBPP_WANT_ALL
static
void test_Coo_BuildsEmptyFromVectors(void)
{
std::vector<int> IA{},JA{};
std::vector<double> VA{};
#if USE_CXX17
Coo m{VA,IA,JA};
#else
Coo<int,double> m{VA,IA,JA};
#endif
assert(1 == m.nr());
assert(1 == m.nc());
assert(0 == m.nnz());
}
static
void test_Coo_BuildsNonEmptyFromVectors(void)
{
std::vector<int> IA{0},JA{0};
std::vector<double> VA{+11};
#if USE_CXX17
Coo m{VA,IA,JA};
#else
Coo<int,double> m{VA,IA,JA};
#endif
assert(1 == m.nr());
assert(1 == m.nc());
assert(1 == m.nnz());
}
static
void test_Csr_BuildsNonEmptyFromVectors(void)
{
std::vector<int> IA{0},JA{0};
std::vector<double> VA{+11};
Csr<int,double> m{VA,IA,JA};
assert(1 == m.nr());
assert(1 == m.nc());
assert(1 == m.nnz());
}
static
void test_Coo_IsEmptyInstantiable(void)
{
Coo<int,double> m{};
assert(0 == m.nr());
assert(0 == m.nc());
assert(0 == m.nnz());
}
static
void test_Coo_SpMV_Symmetric(void)
{
using IT = rsb_coo_idx_t;
using NT = double;
const std::vector<IT> IA{0},JA{0};
const std::vector<NT> VA{+11};
const std::vector<NT> X{21};
std::vector<NT> Y{+11};
const NT alpha {+2};
const IT nnzA=VA.size();
const IT nrA=1;
const IT ncA=1;
rsb_flags_t flags {RSB_FLAG_SYMMETRIC};
const rsb_coo_idx_t incx = 1, incy = 1;
const rsb_trans_t transA = RSB_TRANSPOSITION_N;
const rsb_coo_idx_t roff{0};
const rsb_coo_idx_t coff{0};
auto ret = rsbpp_coo_spmv(RSB_NUMERICAL_TYPE_DOUBLE,flags,nnzA,nrA,ncA,VA.data(),IA.data(),JA.data(),X.data(),Y.data(),&alpha,incx,incy,transA,roff,coff );
assert( RSB_ERR_NO_ERROR == ret );
assert( +11 + 2 * +11 * 21 == Y[0]);
auto ret2 = rsbpp_coo_spmv(RSB_NUMERICAL_TYPE_DOUBLE,flags,nnzA,nrA,ncA,VA.data(),IA.data(),JA.data(),X.data(),Y.data(),&alpha,incx,incy,transA,roff,coff );
assert( 0 == ret2 );
assert(+473 + 2 * +11 * 21 == Y[0]);
auto ret3 = rsbpp_coo_spmv(RSB_NUMERICAL_TYPE_DOUBLE,flags,nnzA,nrA,ncA,VA.data(),IA.data(),JA.data(),X.data(),Y.data(),&alpha,incx,incy,transA,roff,coff );
assert( 0 == ret3 );
auto ret4 = rsbpp_coo_spmv('X',flags,nnzA,nrA,ncA,VA.data(),IA.data(),JA.data(),X.data(),Y.data(),&alpha,incx,incy,transA,roff,coff );
assert( RSB_ERR_UNSUPPORTED_TYPE == ret4 );
}
static
void test_Coo_SpMV_Complex_Unsymmetric_Conjugated_At(void)
{
using IT = rsb_coo_idx_t;
using NT = std::complex<double>;
const std::vector<IT> IA{0},JA{0};
const std::vector<NT> VA{{0,+44}};
const std::vector<NT> X{-21,-22,-23,+24};
std::vector<NT> Y{-11,+13};
const NT alpha {+2,0};
const IT nnzA=VA.size();
const IT nrA{4};
const IT ncA{2};
const IT roff{3};
const IT coff{1};
rsb_flags_t flags {RSB_FLAG_NOFLAGS};
const rsb_coo_idx_t incx = 1, incy = 1;
const rsb_trans_t transA = RSB_TRANSPOSITION_C;
auto ret = rsbpp_coo_spmv(RSB_NUMERICAL_TYPE_DOUBLE_COMPLEX,flags,nnzA,nrA,ncA,VA.data(),IA.data(),JA.data(),X.data(),Y.data(),&alpha,incx,incy,transA,roff,coff);
assert( RSB_ERR_NO_ERROR == ret );
assert(NT(-11 ) == Y[0]);
assert(NT(+13) + NT(0,+2 *-+44 * +24) == Y[1]);
}
static
void test_Csr_SpMV_Complex_Unsymmetric_Conjugated_At(void)
{
using IT = rsb_coo_idx_t;
using NT = std::complex<double>;
const std::vector<IT> IP{0,1},JA{0};
const std::vector<NT> VA{{0,+44}};
const std::vector<NT> X{-21,-22,-23,+24};
std::vector<NT> Y{-11,+13};
const NT alpha {+2,0};
const IT nnzA=VA.size();
const IT nrA{1};
const IT ncA{1};
const IT roff{3};
const IT coff{1};
rsb_flags_t flags {RSB_FLAG_NOFLAGS};
const rsb_coo_idx_t incx = 1, incy = 1;
const rsb_trans_t transA = RSB_TRANSPOSITION_C;
auto ret = rsbpp_csr_spmv(RSB_NUMERICAL_TYPE_DOUBLE_COMPLEX,flags,nnzA,nrA,ncA,VA.data(),IP.data(),JA.data(),X.data(),Y.data(),&alpha,incx,incy,transA,roff,coff);
assert( RSB_ERR_NO_ERROR == ret );
assert(NT(-11 ) == Y[0]);
assert(NT(+13) + NT(0,+2 *-+44 * +24) == Y[1]);
}
static
void test_Coo_SpMV_Complex_Symmetric_Transposed_At(void)
{
using IT = rsb_coo_idx_t;
using NT = std::complex<double>;
const std::vector<IT> IA{0},JA{0};
const std::vector<NT> VA{{0,+44}};
const std::vector<NT> X{-21,+22,-23,+24};
std::vector<NT> Y{-11,+12,-13,+14};
const NT alpha {+2,0};
const IT nnzA=VA.size();
const IT nrA{4};
const IT ncA{2};
const IT roff{3};
const IT coff{1};
rsb_flags_t flags {RSB_FLAG_SYMMETRIC};
const rsb_coo_idx_t incx = 1, incy = 1;
const rsb_trans_t transA = RSB_TRANSPOSITION_T;
auto ret = rsbpp_coo_spmv(RSB_NUMERICAL_TYPE_DOUBLE_COMPLEX,flags,nnzA,nrA,ncA,VA.data(),IA.data(),JA.data(),X.data(),Y.data(),&alpha,incx,incy,transA,roff,coff);
assert( RSB_ERR_NO_ERROR == ret );
assert(NT(-11) == Y[0]);
assert(NT(+12) + NT(0,+2 * +44 * +24) == Y[1]);
assert(NT(-13) == Y[2]);
assert(NT(+14) + NT(0,+2 * +44 * +22) == Y[3]);
}
static
void test_Coo_SpMV_Complex_Symmetric_Conjugated_At(void)
{
using IT = rsb_coo_idx_t;
using NT = std::complex<double>;
const std::vector<IT> IA{0},JA{0};
const std::vector<NT> VA{{0,+44}};
const std::vector<NT> X{-21,+22,-23,+24};
std::vector<NT> Y{-11,+12,-13,+14};
const NT alpha {+2,0};
const IT nnzA=VA.size();
const IT nrA{1};
const IT ncA{1};
const IT roff{3};
const IT coff{1};
rsb_flags_t flags {RSB_FLAG_SYMMETRIC};
const rsb_coo_idx_t incx = 1, incy = 1;
const rsb_trans_t transA = RSB_TRANSPOSITION_C;
auto ret = rsbpp_coo_spmv(RSB_NUMERICAL_TYPE_DOUBLE_COMPLEX,flags,nnzA,nrA,ncA,VA.data(),IA.data(),JA.data(),X.data(),Y.data(),&alpha,incx,incy,transA,roff,coff);
assert( RSB_ERR_NO_ERROR == ret );
assert(NT(-11) == Y[0]);
assert(NT(+12) + NT(0,+2 * -44 * +24) == Y[1]);
assert(NT(-13) == Y[2]);
assert(NT(+14) + NT(0,+2 * -44 * +22) == Y[3]);
}
static
void test_Csr_SpMV_Complex_Symmetric_Transposed_At(void)
{
using IT = rsb_coo_idx_t;
using CT = rsb_coo_idx_t;
using NT = std::complex<double>;
const std::vector<CT> JA{0};
const std::vector<IT> IP{0,1};
const std::vector<NT> VA{{0,+44}};
const std::vector<NT> X{-21,+22,-23,+24};
std::vector<NT> Y{-11,+12,-13,+14};
const NT alpha {+2,0};
const IT nnzA=VA.size();
const IT nrA=1;
const IT ncA=1;
const IT roff{3};
const IT coff{1};
rsb_flags_t flags {RSB_FLAG_SYMMETRIC};
const rsb_coo_idx_t incx = 1, incy = 1;
const rsb_trans_t transA = RSB_TRANSPOSITION_T;
auto ret = rsbpp_csr_spmv(RSB_NUMERICAL_TYPE_DOUBLE_COMPLEX,flags,nnzA,nrA,ncA,VA.data(),IP.data(),JA.data(),X.data(),Y.data(),&alpha,incx,incy,transA,roff,coff);
assert( RSB_ERR_NO_ERROR == ret );
assert(NT(-11) == Y[0]);
assert(NT(+12) + NT(0,+2 * +44 * +24) == Y[1]);
assert(NT(-13) == Y[2]);
assert(NT(+14) + NT(0,+2 * +44 * +22) == Y[3]);
}
static
void test_Csr_SpMV_Complex_Symmetric_Conjugated_At(void)
{
using IT = rsb_coo_idx_t;
using CT = rsb_coo_idx_t;
using NT = std::complex<double>;
const std::vector<CT> JA{0};
const std::vector<IT> IP{0,1};
const std::vector<NT> VA{{0,+44}};
const std::vector<NT> X{-21,+22,-23,+24};
std::vector<NT> Y{-11,+12,-13,+14};
const NT alpha {+2,0};
const IT nnzA=VA.size();
const IT nrA=1;
const IT ncA=1;
const IT roff{3};
const IT coff{1};
rsb_flags_t flags {RSB_FLAG_SYMMETRIC};
const rsb_coo_idx_t incx = 1, incy = 1;
const rsb_trans_t transA = RSB_TRANSPOSITION_C;
auto ret = rsbpp_csr_spmv(RSB_NUMERICAL_TYPE_DOUBLE_COMPLEX,flags,nnzA,nrA,ncA,VA.data(),IP.data(),JA.data(),X.data(),Y.data(),&alpha,incx,incy,transA,roff,coff);
assert( RSB_ERR_NO_ERROR == ret );
assert(NT(-11) == Y[0]);
assert(NT(+12) + NT(0,+2 * -44 * +24) == Y[1]);
assert(NT(-13) == Y[2]);
assert(NT(+14) + NT(0,+2 * -44 * +22) == Y[3]);
}
static
void test_Coo_SpMV_Symmetric_At(void)
{
using IT = rsb_coo_idx_t;
using NT = double;
const std::vector<IT> IA{0},JA{0};
const std::vector<NT> VA{+11};
const std::vector<NT> X{-21,+22};
std::vector<NT> Y{-11,3};
const NT alpha {+2};
const IT nnzA=VA.size();
const IT nrA=2;
const IT ncA=2;
const IT roff{1};
const IT coff{1};
rsb_flags_t flags {RSB_FLAG_SYMMETRIC};
const rsb_coo_idx_t incx = 1, incy = 1;
const rsb_trans_t transA = RSB_TRANSPOSITION_N;
auto ret = rsbpp_coo_spmv(RSB_NUMERICAL_TYPE_DOUBLE,flags,nnzA,nrA,ncA,VA.data(),IA.data(),JA.data(),X.data(),Y.data(),&alpha,incx,incy,transA,roff,coff);
assert( RSB_ERR_NO_ERROR == ret );
assert(-11 == Y[0]);
assert( +3 + 2 * +11 * +22 == Y[1]);
auto ret2 = rsbpp_coo_spmv(RSB_NUMERICAL_TYPE_DOUBLE,flags,nnzA,nrA,ncA,VA.data(),IA.data(),JA.data(),X.data(),Y.data(),&alpha,incx,incy,transA,roff,coff);
assert( RSB_ERR_NO_ERROR == ret2 );
assert(-11 == Y[0]);
assert(+487 + 2 * +11 * +22 == Y[1]);
}
static
void test_Coo_SpMV_Complex_Hermitian_At(void)
{
using IT = rsb_coo_idx_t;
using NT = std::complex<double>;
const std::vector<IT> IA{0},JA{0};
const std::vector<NT> VA{{0,+44}};
const std::vector<NT> X{-21,+22,-23,+24};
std::vector<NT> Y{-11,+12,-13,+14};
const NT alpha {+2,0};
const IT nnzA=VA.size();
const IT nrA=4;
const IT ncA=4;
const IT roff{3};
const IT coff{1};
rsb_flags_t flags {RSB_FLAG_HERMITIAN};
const rsb_coo_idx_t incx = 1, incy = 1;
const rsb_trans_t transA = RSB_TRANSPOSITION_N;
auto ret = rsbpp_coo_spmv(RSB_NUMERICAL_TYPE_DOUBLE_COMPLEX,flags,nnzA,nrA,ncA,VA.data(),IA.data(),JA.data(),X.data(),Y.data(),&alpha,incx,incy,transA,roff,coff);
assert( RSB_ERR_NO_ERROR == ret );
assert(NT(-11) == Y[0]);
assert(NT(+12) + NT(0,+2 *-+44 * +24) == Y[1]);
assert(NT(-13) == Y[2]);
assert(NT(+14) + NT(0,+2 * +44 * +22) == Y[3]);
}
static
void test_Csr_SpMV_Complex_Hermitian_At(void)
{
using IT = rsb_coo_idx_t;
using NT = std::complex<double>;
const std::vector<IT> IP{0,1},JA{0};
const std::vector<NT> VA{{0,+44}};
const std::vector<NT> X{-21,+22,-23,+24};
std::vector<NT> Y{-11,+12,-13,+14};
const NT alpha {+2,0};
const IT nnzA=VA.size();
const IT nrA=1;
const IT ncA=1;
const IT roff{3};
const IT coff{1};
rsb_flags_t flags {RSB_FLAG_HERMITIAN};
const rsb_coo_idx_t incx = 1, incy = 1;
const rsb_trans_t transA = RSB_TRANSPOSITION_N;
auto ret = rsbpp_csr_spmv(RSB_NUMERICAL_TYPE_DOUBLE_COMPLEX,flags,nnzA,nrA,ncA,VA.data(),IP.data(),JA.data(),X.data(),Y.data(),&alpha,incx,incy,transA,roff,coff);
assert( RSB_ERR_NO_ERROR == ret );
assert(NT(-11) == Y[0]);
assert(NT(+12) + NT(0,+2 *-+44 * +24) == Y[1]);
assert(NT(-13) == Y[2]);
assert(NT(+14) + NT(0,+2 * +44 * +22) == Y[3]);
}
static
void test_Coo_SpMV_Complex_Hermitian_Transposed_At(void)
{
using IT = rsb_coo_idx_t;
using NT = std::complex<double>;
const std::vector<IT> IA{0},JA{0};
const std::vector<NT> VA{{0,+44}};
const std::vector<NT> X{-21,+22,-23,+24};
std::vector<NT> Y{-11,+12,-13,+14};
const NT alpha {+2,0};
const IT nnzA=VA.size();
const IT nrA=4;
const IT ncA=4;
const IT roff{3};
const IT coff{1};
rsb_flags_t flags {RSB_FLAG_HERMITIAN};
const rsb_coo_idx_t incx = 1, incy = 1;
const rsb_trans_t transA = RSB_TRANSPOSITION_T;
auto ret = rsbpp_coo_spmv(RSB_NUMERICAL_TYPE_DOUBLE_COMPLEX,flags,nnzA,nrA,ncA,VA.data(),IA.data(),JA.data(),X.data(),Y.data(),&alpha,incx,incy,transA,roff,coff);
assert( RSB_ERR_NO_ERROR == ret );
assert(NT(-11) == Y[0]);
assert(NT(+12) + NT(0,+2 * +44 * +24) == Y[1]);
assert(NT(-13) == Y[2]);
assert(NT(+14) + NT(0,+2 *-+44 * +22) == Y[3]);
}
static
void test_Csr_SpMV_Complex_Hermitian_Transposed_At(void)
{
using IT = rsb_coo_idx_t;
using NT = std::complex<double>;
const std::vector<IT> IP{0,1},JA{0};
const std::vector<NT> VA{{0,+44}};
const std::vector<NT> X{-21,+22,-23,+24};
std::vector<NT> Y{-11,+12,-13,+14};
const NT alpha {+2,0};
const IT nnzA=VA.size();
const IT nrA=4;
const IT ncA=4;
const IT roff{3};
const IT coff{1};
rsb_flags_t flags {RSB_FLAG_HERMITIAN};
const rsb_coo_idx_t incx = 1, incy = 1;
const rsb_trans_t transA = RSB_TRANSPOSITION_T;
auto ret = rsbpp_coo_spmv(RSB_NUMERICAL_TYPE_DOUBLE_COMPLEX,flags,nnzA,nrA,ncA,VA.data(),IP.data(),JA.data(),X.data(),Y.data(),&alpha,incx,incy,transA,roff,coff);
assert( RSB_ERR_NO_ERROR == ret );
assert(NT(-11) == Y[0]);
assert(NT(+12) + NT(0,+2 * +44 * +24) == Y[1]);
assert(NT(-13) == Y[2]);
assert(NT(+14) + NT(0,+2 *-+44 * +22) == Y[3]);
}
static
void test_Coo_SpMV_Symmetric_At_Short(void)
{
using IT = rsb_coo_idx_t;
using CT = rsb_half_idx_t;
using NT = double;
const std::vector<CT> IA{0},JA{0};
const std::vector<NT> VA{+44};
const std::vector<NT> X{-11,+22};
std::vector<NT> Y{-11,+12};
const NT alpha {+2};
const IT nnzA=VA.size();
const IT nrA=2;
const IT ncA=2;
const IT roff{1};
const IT coff{1};
rsb_flags_t flags {RSB_FLAG_SYMMETRIC|RSB_FLAG_USE_HALFWORD_INDICES};
const rsb_coo_idx_t incx = 1, incy = 1;
const rsb_trans_t transA = RSB_TRANSPOSITION_N;
auto ret = rsbpp_coo_spmv(RSB_NUMERICAL_TYPE_DOUBLE,flags,nnzA,nrA,ncA,VA.data(),IA.data(),JA.data(),X.data(),Y.data(),&alpha,incx,incy,transA,roff,coff);
assert( RSB_ERR_NO_ERROR == ret );
assert(-11 == Y[0]);
assert(+12 + 2 * +44 * +22 == Y[1]);
auto ret2 = rsbpp_coo_spmv(RSB_NUMERICAL_TYPE_DOUBLE,flags,nnzA,nrA,ncA,VA.data(),IA.data(),JA.data(),X.data(),Y.data(),&alpha,incx,incy,transA,roff,coff);
assert( RSB_ERR_NO_ERROR == ret2 );
assert(-11 == Y[0]);
assert(+1948 + 2 * +44 * +22 == Y[1]);
}
static
void test_Csr_SpMV_Symmetric_At_Short(void)
{
using IT = rsb_coo_idx_t;
using CT = rsb_half_idx_t;
using NT = double;
const std::vector<IT> IP{0,1,1};
const std::vector<CT> JA{0};
const std::vector<NT> VA{+44};
const std::vector<NT> X{-11,+22};
std::vector<NT> Y{-11,+12};
const NT alpha {+2};
const IT nnzA=2;
const IT nrA=1;
const IT ncA=1;
const IT roff{1};
const IT coff{1};
rsb_flags_t flags {RSB_FLAG_SYMMETRIC|RSB_FLAG_USE_HALFWORD_INDICES};
const rsb_coo_idx_t incx = 1, incy = 1;
const rsb_trans_t transA = RSB_TRANSPOSITION_N;
auto ret = rsbpp_csr_spmv(RSB_NUMERICAL_TYPE_DOUBLE,flags,nnzA,nrA,ncA,VA.data(),IP.data(),JA.data(),X.data(),Y.data(),&alpha,incx,incy,transA,roff,coff);
assert( RSB_ERR_NO_ERROR == ret );
assert(-11 == Y[0]);
assert(+12 + 2 * +44 * +22 == Y[1]);
auto ret2 = rsbpp_csr_spmv(RSB_NUMERICAL_TYPE_DOUBLE,flags,nnzA,nrA,ncA,VA.data(),IP.data(),JA.data(),X.data(),Y.data(),&alpha,incx,incy,transA,roff,coff);
assert( RSB_ERR_NO_ERROR == ret2 );
assert(-11 == Y[0]);
assert(+1948 + 2 * +44 * +22 == Y[1]);
}
static
void test_Coo_SpMV_Complex(void)
{
using IT = rsb_coo_idx_t;
using NT = std::complex<double>;
const std::vector<IT> IA{0},JA{0};
const std::vector<NT> VA{+44};
const std::vector<NT> X{+21};
std::vector<NT> Y{+31};
const NT alpha {+2,+1};
const IT nnzA=VA.size();
const IT nrA=1;
const IT ncA=1;
rsb_flags_t flags {RSB_FLAG_SYMMETRIC};
const rsb_coo_idx_t incx = 1, incy = 1;
const rsb_trans_t transA = RSB_TRANSPOSITION_N;
const rsb_coo_idx_t roff{0}, coff{0};
auto ret = rsbpp_coo_spmv(RSB_NUMERICAL_TYPE_DOUBLE_COMPLEX,flags,nnzA,nrA,ncA,VA.data(),IA.data(),JA.data(),X.data(),Y.data(),&alpha,incx,incy,transA,roff,coff );
assert( RSB_ERR_NO_ERROR == ret );
assert( NT{+31} + (NT{+2,+1}) * NT{+44} * NT{+21} == Y[0]);
}
static
void test_Coo_SpMV_Complex_Hermitian(void)
{
using IT = rsb_coo_idx_t;
using NT = std::complex<double>;
const std::vector<IT> IA{0},JA{1};
const std::vector<NT> VA{{+4,+1}};
const std::vector<NT> X{+1,+2};
std::vector<NT> Y{-1,-2};
const NT alpha {+3,+0};
const IT nnzA=VA.size();
const IT nrA=2;
const IT ncA=2;
rsb_flags_t flags {RSB_FLAG_HERMITIAN};
const rsb_coo_idx_t incx = 1, incy = 1;
const rsb_trans_t transA = RSB_TRANSPOSITION_N;
const rsb_coo_idx_t roff{0}, coff{0};
auto ret1 = rsbpp_coo_spmv(RSB_NUMERICAL_TYPE_DOUBLE_COMPLEX,flags,nnzA,nrA,ncA,VA.data(),IA.data(),JA.data(),X.data(),Y.data(),&alpha,incx,incy,transA,roff,coff );
assert( RSB_ERR_NO_ERROR == ret1 );
assert( NT{-1} + (NT{3} * NT{+4,+1}) * NT{+2} == Y[0]);
assert( NT{-2} + (NT{3} * NT{+4,-1}) * NT{+1} == Y[1]);
}
static
void test_Coo_SpMV_No_Inc(void)
{
using IT = rsb_coo_idx_t;
using NT = double;
const std::vector<IT> IA{0,0},JA{0,1};
const std::vector<NT> VA{11,12};
const std::vector<NT> X{+1,-1};
std::vector<NT> Y{+3,-3};
const NT alpha {+2};
const IT nnzA=VA.size();
const IT nrA=2;
const IT ncA=2;
rsb_flags_t flags {RSB_FLAG_NOFLAGS};
const rsb_coo_idx_t incx = 1, incy = 1;
const rsb_trans_t transA = RSB_TRANSPOSITION_N;
const rsb_coo_idx_t roff{0}, coff{0};
auto ret = rsbpp_coo_spmv(RSB_NUMERICAL_TYPE_DOUBLE,flags,nnzA,nrA,ncA,VA.data(),IA.data(),JA.data(),X.data(),Y.data(),&alpha,2*incx,incy,transA,roff,coff );
assert( RSB_ERR_UNSUPPORTED_OPERATION == ret );
}
static
void test_Coo_SpMV_Unsymmetric(void)
{
using IT = rsb_coo_idx_t;
using NT = double;
const std::vector<IT> IA{0,0},JA{0,1};
const std::vector<NT> VA{11,12};
const std::vector<NT> X{+1,-1};
std::vector<NT> Y{+3,-3};
const NT alpha {+2};
const IT nnzA=VA.size();
const IT nrA=2;
const IT ncA=2;
rsb_flags_t flags {RSB_FLAG_NOFLAGS};
const rsb_coo_idx_t incx = 1, incy = 1;
const rsb_trans_t transA = RSB_TRANSPOSITION_N;
const rsb_coo_idx_t roff{0}, coff{0};
auto ret = rsbpp_coo_spmv(RSB_NUMERICAL_TYPE_DOUBLE,flags,nnzA,nrA,ncA,VA.data(),IA.data(),JA.data(),X.data(),Y.data(),&alpha,incx,incy,transA,roff,coff );
assert( RSB_ERR_NO_ERROR == ret );
assert( 2 == Y.size() );
assert(+3 + 2 * 11 * +1 + 2 * 12 * -1 == Y[0]);
assert(-3 + 2 * 0 * +1 + 2 * 0 * -1 == Y[1]);
}
static
void test_Csr_SpMV_Unsymmetric(void)
{
using IT = rsb_coo_idx_t;
using NT = double;
const std::vector<IT> IP{0,2,2},JA{0,1};
const std::vector<NT> VA{+11,+12};
const std::vector<NT> X{+21,+22};
std::vector<NT> Y{+11,-12};
const NT alpha {+2};
const IT nnzA=2;
const IT nrA=2;
const IT ncA=2;
rsb_flags_t flags {RSB_FLAG_NOFLAGS};
const rsb_coo_idx_t incx = 1, incy = 1;
const rsb_trans_t transA = RSB_TRANSPOSITION_N;
const rsb_coo_idx_t roff{0}, coff{0};
auto ret = rsbpp_csr_spmv(RSB_NUMERICAL_TYPE_DOUBLE,flags,nnzA,nrA,ncA,VA.data(),IP.data(),JA.data(),X.data(),Y.data(),&alpha,incx,incy,transA,roff,coff );
assert( RSB_ERR_NO_ERROR == ret );
assert( 2 == Y.size() );
assert(+11 + 2 * +11 * +21 + 2 * +12 * +22 == Y[0]);
assert(-12 + 2 * 0 * +21 + 2 * 0 * +22 == Y[1]);
}
static
void test_Csr_SpMM_Unsymmetric(void)
{
using IT = rsb_coo_idx_t;
using NT = double;
const std::vector<IT> IP{0,2,2},JA{0,1};
const std::vector<NT> VA{+11,+12};
const std::vector<NT> X{+21,+22,+23,+24};
std::vector<NT> Y{+11,-12,+13,-14};
const NT alpha {+2};
const IT nnzA=VA.size();
const IT nrA=2;
const IT ncA=2;
rsb_flags_t flags {RSB_FLAG_NOFLAGS};
const rsb_coo_idx_t incx = 1, incy = 1;
const rsb_coo_idx_t nrhs = 2;
const rsb_trans_t transA = RSB_TRANSPOSITION_N;
const rsb_coo_idx_t ldX{2};
const rsb_coo_idx_t ldY{2};
const rsb_coo_idx_t roff{0};
const rsb_coo_idx_t coff{0};
const rsb_flags_t order = RSB_FLAG_WANT_COLUMN_MAJOR_ORDER;
auto ret = rsbpp_csr_spmm(RSB_NUMERICAL_TYPE_DOUBLE,flags,nnzA,nrA,ncA,VA.data(),IP.data(),JA.data(),nrhs,ldX,X.data(),ldY,Y.data(),&alpha,incx,incy,transA,roff,coff,order );
assert( RSB_ERR_NO_ERROR == ret );
assert( 4 == Y.size() );
assert(+11 + 2 * +11 * +21 + 2 * +12 * +22 == Y[0]);
assert(-12 + 2 * 0 * +21 + 2 * 0 * -22 == Y[1]);
assert(+13 + 2 * +11 * +23 + 2 * +12 * +24 == Y[2]);
assert(-14 + 2 * 0 * +23 + 2 * 0 * -24 == Y[3]);
}
static
void test_Csr_SpMM_br_Unsymmetric(void)
{
using IT = rsb_coo_idx_t;
using NT = double;
const std::vector<IT> IP{0,2,2},JA{0,1};
const std::vector<NT> VA{+11,+12};
//const std::vector<NT> X{+21,+22,+23,+24};
//std::vector<NT> Y{+11,-12,+13,-14};
const std::vector<NT> X{+21,+23,+22,+24};
std::vector<NT> Y{+11,+13,-12,-14};
const NT alpha {+2};
const IT nnzA=VA.size();
const IT nrA=2;
const IT ncA=2;
rsb_flags_t flags {RSB_FLAG_NOFLAGS};
const rsb_coo_idx_t nrhs = 2;
const rsb_trans_t transA = RSB_TRANSPOSITION_N;
const rsb_coo_idx_t ldX{2};
const rsb_coo_idx_t ldY{2};
using CT = rsb_coo_idx_t;
CT roff {0};
CT coff {0};
const rsbpp_CsrP<NT,IT,CT> csrp {nnzA,nrA,ncA,VA.data(),IP.data(),JA.data(),roff,coff};
const IT bidx{0};
const IT eidx{nrA};
using RT = decltype(X);
using OT = decltype(Y);
constexpr int uf = 1;
auto ret = spmm_csr_partial_unrolled_by_rows<IT,CT,NT,decltype(csrp),RT,OT,uf,nrhs>(csrp, flags, transA, ldX, X, ldY, Y, 0, alpha, bidx, eidx);
assert( RSB_ERR_NO_ERROR == ret );
assert( 4 == Y.size() );
assert(+11 + 2 * +11 * +21 + 2 * +12 * +22 == Y[0]);
assert(-12 + 2 * 0 * +21 + 2 * 0 * -22 == Y[2]);
assert(+13 + 2 * +11 * +23 + 2 * +12 * +24 == Y[1]);
assert(-14 + 2 * 0 * +23 + 2 * 0 * -24 == Y[3]);
}
static
void test_Csr_SpMM_Unsymmetric_Short_At(void)
{
using CT = short int;
using IT = rsb_coo_idx_t;
using NT = double;
const std::vector<IT> IP{0,2,2};
const std::vector<CT> JA{0,1};
const std::vector<NT> VA{+21,+22};
const std::vector<NT> X{+21,+22,+23,+24};
const NT alpha {+2};
const IT nnzA=2;
const IT nrA=2;
const IT ncA=2;
rsb_flags_t flags {RSB_FLAG_NOFLAGS|RSB_FLAG_USE_HALFWORD_INDICES};
const rsb_coo_idx_t incx = 1, incy = 1;
const rsb_coo_idx_t nrhs = 2;
const rsb_trans_t transA = RSB_TRANSPOSITION_N;
const rsb_coo_idx_t coff{0};
const rsb_coo_idx_t ldX{2};
const rsb_coo_idx_t roff{1};
const rsb_coo_idx_t ldY{2+roff};
std::vector<NT> Y{0,-11,+12,0,-13,+14};
const rsb_flags_t order = RSB_FLAG_WANT_COLUMN_MAJOR_ORDER;
auto ret = rsbpp_csr_spmm(RSB_NUMERICAL_TYPE_DOUBLE,flags,nnzA,nrA,ncA,VA.data(),IP.data(),JA.data(),nrhs,ldX,X.data(),ldY,Y.data(),&alpha,incx,incy,transA,roff,coff,order );
assert( RSB_ERR_NO_ERROR == ret );
assert( 6 == Y.size() );
assert( 0 == Y[0+0]);
assert(-11 + alpha * +21 * +21 + alpha * +22 * +22 == Y[1+0]);
assert(+12 == Y[1+1]);
assert( 0 == Y[1+2]);
assert(-13 + alpha * +21 * +23 + alpha * +22 * +24 == Y[1+3]);
assert( 14 == Y[1+4]);
}
static
void test_Coo_SpMM_Unsymmetric(void)
{
using IT = rsb_coo_idx_t;
using NT = double;
const std::vector<IT> IA{0,0},JA{0,1};
const std::vector<NT> VA{11,12};
const std::vector<NT> X{+1,-1,+2,-2};
std::vector<NT> Y{+3,-3};
const NT alpha {+2};
const IT nnzA=VA.size();
rsb_flags_t flags {RSB_FLAG_NOFLAGS};
const rsb_coo_idx_t incx = 1, incy = 1;
const rsb_trans_t transA = RSB_TRANSPOSITION_N;
const IT nrA{2};
const IT ncA{2};
const rsb_coo_idx_t ldX{ncA};
const rsb_coo_idx_t ldY{nrA};
const rsb_flags_t order = RSB_FLAG_WANT_COLUMN_MAJOR_ORDER;
const rsb_coo_idx_t roff{0};
const rsb_coo_idx_t coff{0};
auto ret1 = rsbpp_coo_spmm(RSB_NUMERICAL_TYPE_DOUBLE,flags,nnzA,nrA,ncA,VA.data(),IA.data(),JA.data(), 1,ldX,X.data(),ldY,Y.data(),&alpha,incx,incy,transA,roff,coff,order );
assert( 0 == ret1 );
assert( 2 == Y.size() );
assert(+3 + 2 * 11 * +1 + 2 * 12 * -1 == Y[0]);
assert(-3 + 2 * 0 * +1 + 2 * 0 * -1 == Y[1]);
const IT nrhs{2};
Y = {+3,-3,+3,-3};
auto ret2 = rsbpp_coo_spmm(RSB_NUMERICAL_TYPE_DOUBLE,flags,nnzA,nrA,ncA,VA.data(),IA.data(),JA.data(),nrhs,ldX,X.data(),ldY,Y.data(),&alpha,incx,incy,transA,roff,coff,order );
assert( 0 == ret2 );
assert( 4 == Y.size() );
assert(+3 + 2 * 11 * +1 + 2 * 12 * -1 == Y[0]);
assert(-3 + 2 * 0 * +1 + 2 * 0 * -1 == Y[1]);
assert(+3 + 2 * 11 * +2 + 2 * 12 * -2 == Y[2]);
assert(-3 + 2 * 0 * +2 + 2 * 0 * -2 == Y[3]);
}
static
void test_Coo_SpMV_Unsymmetric_Transposed(void)
{
using IT = rsb_coo_idx_t;
using NT = double;
const std::vector<IT> IA{0,1},JA{0,0};
const std::vector<NT> VA{+11,+21};
const std::vector<NT> X{+21,+22};
std::vector<NT> Y{+31,-32};
const NT alpha {+2};
const IT nnzA=VA.size();
const IT nrA=2;
const IT ncA=2;
rsb_flags_t flags {RSB_FLAG_NOFLAGS};
const rsb_coo_idx_t incx = 1, incy = 1;
const rsb_trans_t transA = RSB_TRANSPOSITION_T;
const rsb_coo_idx_t roff{0};
const rsb_coo_idx_t coff{0};
auto ret = rsbpp_coo_spmv(RSB_NUMERICAL_TYPE_DOUBLE,flags,nnzA,nrA,ncA,VA.data(),IA.data(),JA.data(),X.data(),Y.data(),&alpha,incx,incy,transA,roff,coff );
assert( RSB_ERR_NO_ERROR == ret );
assert( 2 == Y.size() );
assert(+31 + 2 * +11 * +21 + 2 * +21 * +22 == Y[0]);
assert(-32 + 2 * 0 * +21 + 2 * 0 * +22 == Y[1]);
}
void test_Csr_SpMV_Unsymmetric_Transposed(void)
{
using IT = rsb_coo_idx_t;
using NT = double;
const std::vector<IT> IP{0,1,2},JA{0,0};
const std::vector<NT> VA{+11,+21};
const std::vector<NT> X{+21,+22};
std::vector<NT> Y{+31,-32};
const NT alpha {+2};
const IT nnzA=VA.size();
const IT nrA=2;
const IT ncA=2;
rsb_flags_t flags {RSB_FLAG_NOFLAGS};
const rsb_coo_idx_t incx = 1, incy = 1;
const rsb_trans_t transA = RSB_TRANSPOSITION_T;
const rsb_coo_idx_t roff{0}, coff{0};
auto ret = rsbpp_csr_spmv(RSB_NUMERICAL_TYPE_DOUBLE,flags,nnzA,nrA,ncA,VA.data(),IP.data(),JA.data(),X.data(),Y.data(),&alpha,incx,incy,transA,roff,coff );
assert( RSB_ERR_NO_ERROR == ret );
assert( 2 == Y.size() );
assert(+31 + 2 * +11 * +21 + 2 * +21 * +22 == Y[0]);
assert(-32 + 2 * 0 * +21 + 2 * 0 * +22 == Y[1]);
}
int main()
{
test_Coo_BuildsEmptyFromVectors();
test_Coo_BuildsNonEmptyFromVectors();
test_Coo_IsEmptyInstantiable();
test_Coo_SpMV_Symmetric();
test_Coo_SpMV_Unsymmetric();
test_Coo_SpMM_Unsymmetric();
test_Coo_SpMV_Unsymmetric_Transposed();
test_Coo_SpMV_Complex();
test_Coo_SpMV_No_Inc();
test_Coo_SpMV_Symmetric_At();
test_Coo_SpMV_Complex_Symmetric_Transposed_At();
test_Coo_SpMV_Complex_Symmetric_Conjugated_At();
test_Coo_SpMV_Complex_Hermitian_At();
test_Coo_SpMV_Complex_Hermitian_Transposed_At();
test_Coo_SpMV_Complex_Unsymmetric_Conjugated_At();
test_Coo_SpMV_Symmetric_At_Short();
test_Coo_SpMV_Complex_Hermitian();
test_Csr_BuildsNonEmptyFromVectors();
test_Csr_SpMV_Unsymmetric();
test_Csr_SpMM_Unsymmetric();
test_Csr_SpMM_br_Unsymmetric();
test_Csr_SpMM_Unsymmetric_Short_At();
test_Csr_SpMV_Symmetric_At_Short();
test_Csr_SpMV_Complex_Symmetric_Transposed_At();
test_Csr_SpMV_Complex_Symmetric_Conjugated_At();
test_Csr_SpMV_Unsymmetric_Transposed();
test_Csr_SpMV_Complex_Unsymmetric_Conjugated_At();
test_Csr_SpMV_Complex_Hermitian_At();
test_Csr_SpMV_Complex_Hermitian_Transposed_At();
}
#else
int main()
{
}
#endif
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