1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
|
/* ************************************************************************
* Copyright (C) 2020 Advanced Micro Devices, Inc. All rights Reserved.
*
* Permission is hereby granted, free of charge, to any person obtaining a copy
* of this software and associated documentation files (the "Software"), to deal
* in the Software without restriction, including without limitation the rights
* to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
* copies of the Software, and to permit persons to whom the Software is
* furnished to do so, subject to the following conditions:
*
* The above copyright notice and this permission notice shall be included in
* all copies or substantial portions of the Software.
*
* THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
* IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
* FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
* AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
* LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
* OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
* THE SOFTWARE.
*
* ************************************************************************ */
#include <cstdlib>
#include <iostream>
#include <rocalution/rocalution.hpp>
using namespace rocalution;
int main(int argc, char* argv[])
{
// Check command line parameters
if(argc == 1)
{
std::cerr << argv[0] << " <matrix> [Num threads]" << std::endl;
exit(1);
}
// Initialize rocALUTION
init_rocalution();
// Check command line parameters for number of OMP threads
if(argc > 2)
{
set_omp_threads_rocalution(atoi(argv[2]));
}
// Print rocALUTION info
info_rocalution();
// rocALUTION objects
LocalVector<double> x;
LocalVector<double> rhs;
LocalVector<double> e;
LocalMatrix<double> mat;
// Read matrix from MTX file
mat.ReadFileMTX(std::string(argv[1]));
// Move objects to accelerator
mat.MoveToAccelerator();
x.MoveToAccelerator();
rhs.MoveToAccelerator();
e.MoveToAccelerator();
// Allocate vectors
x.Allocate("x", mat.GetN());
rhs.Allocate("rhs", mat.GetM());
e.Allocate("e", mat.GetN());
// Linear Solver
FCG<LocalMatrix<double>, LocalVector<double>, double> ls;
// Preconditioner
IC<LocalMatrix<double>, LocalVector<double>, double> p;
// Initialize rhs such that A 1 = rhs
e.Ones();
mat.Apply(e, &rhs);
// Initial zero guess
x.Zeros();
// Set solver operator
ls.SetOperator(mat);
// Set solver preconditioner
ls.SetPreconditioner(p);
// Build solver
ls.Build();
// Verbosity output
ls.Verbose(1);
// Print matrix info
mat.Info();
// Start time measurement
double tick, tack;
tick = rocalution_time();
// Solve A x = rhs
ls.Solve(rhs, &x);
// Stop time measurement
tack = rocalution_time();
std::cout << "Solver execution:" << (tack - tick) / 1e6 << " sec" << std::endl;
// Clear solver
ls.Clear();
// Compute error L2 norm
e.ScaleAdd(-1.0, x);
double error = e.Norm();
std::cout << "||e - x||_2 = " << error << std::endl;
// Stop rocALUTION platform
stop_rocalution();
return 0;
}
|
