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 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311
|
/****************************************************************************
*
* ViSP, open source Visual Servoing Platform software.
* Copyright (C) 2005 - 2023 by Inria. All rights reserved.
*
* This software 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 2 of the License, or
* (at your option) any later version.
* See the file LICENSE.txt at the root directory of this source
* distribution for additional information about the GNU GPL.
*
* For using ViSP with software that can not be combined with the GNU
* GPL, please contact Inria about acquiring a ViSP Professional
* Edition License.
*
* See https://visp.inria.fr for more information.
*
* This software was developed at:
* Inria Rennes - Bretagne Atlantique
* Campus Universitaire de Beaulieu
* 35042 Rennes Cedex
* France
*
* If you have questions regarding the use of this file, please contact
* Inria at visp@inria.fr
*
* This file is provided AS IS with NO WARRANTY OF ANY KIND, INCLUDING THE
* WARRANTY OF DESIGN, MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE.
*
* Description:
* Benchmark matrix transpose.
*
*****************************************************************************/
#include <visp3/core/vpConfig.h>
#ifdef VISP_HAVE_CATCH2
#define CATCH_CONFIG_ENABLE_BENCHMARKING
#define CATCH_CONFIG_RUNNER
#include <catch.hpp>
#include <visp3/core/vpMatrix.h>
#if (VISP_HAVE_OPENCV_VERSION >= 0x030000)
#include <opencv2/core.hpp>
#endif
#ifdef VISP_HAVE_EIGEN3
#include <Eigen/Dense>
#endif
namespace
{
bool g_runBenchmark = false;
int g_tileSize = 16;
vpMatrix generateMatrix(unsigned int sz1, unsigned int sz2)
{
vpMatrix M(sz1, sz2);
for (unsigned int i = 0; i < M.getRows(); i++) {
for (unsigned int j = 0; j < M.getCols(); j++) {
M[i][j] = i * M.getCols() + j;
}
}
return M;
}
vpMatrix generateMatrixTranspose(unsigned int sz1, unsigned int sz2)
{
vpMatrix M(sz2, sz1);
for (unsigned int j = 0; j < M.getCols(); j++) {
for (unsigned int i = 0; i < M.getRows(); i++) {
M[i][j] = j * M.getRows() + i;
}
}
return M;
}
vpMatrix transposeIterateSrc(const vpMatrix &A)
{
vpMatrix At;
At.resize(A.getCols(), A.getRows(), false, false);
for (unsigned int i = 0; i < A.getRows(); i++) {
double *coli = A[i];
for (unsigned int j = 0; j < A.getCols(); j++) {
At[j][i] = coli[j];
}
}
return At;
}
vpMatrix transposeIterateDst(const vpMatrix &A)
{
vpMatrix At;
At.resize(A.getCols(), A.getRows(), false, false);
for (unsigned int j = 0; j < A.getCols(); j++) {
double *coli = At[j];
for (unsigned int i = 0; i < A.getRows(); i++) {
coli[i] = A[i][j];
}
}
return At;
}
vpMatrix transposeTilingSO(const vpMatrix &A, unsigned int tileSize = 16)
{
vpMatrix At;
At.resize(A.getCols(), A.getRows(), false, false);
for (unsigned int i = 0; i < A.getRows(); i += tileSize) {
for (unsigned int j = 0; j < A.getCols(); j++) {
for (unsigned int b = 0; b < tileSize && i + b < A.getRows(); b++) {
At[j][i + b] = A[i + b][j];
}
}
}
return At;
}
vpMatrix transposeTiling(const vpMatrix &A, int tileSize = 16)
{
vpMatrix At;
At.resize(A.getCols(), A.getRows(), false, false);
const int nrows = static_cast<int>(A.getRows());
const int ncols = static_cast<int>(A.getCols());
for (int i = 0; i < nrows;) {
for (; i <= nrows - tileSize; i += tileSize) {
int j = 0;
for (; j <= ncols - tileSize; j += tileSize) {
for (int k = i; k < i + tileSize; k++) {
for (int l = j; l < j + tileSize; l++) {
At[l][k] = A[k][l];
}
}
}
for (int k = i; k < i + tileSize; k++) {
for (int l = j; l < ncols; l++) {
At[l][k] = A[k][l];
}
}
}
for (; i < nrows; i++) {
for (int j = 0; j < ncols; j++) {
At[j][i] = A[i][j];
}
}
}
return At;
}
} // namespace
TEST_CASE("Benchmark vpMatrix transpose", "[benchmark]")
{
if (g_runBenchmark) {
const std::vector<std::pair<int, int> > sizes = {
{701, 1503}, {1791, 837}, {1201, 1201}, {1024, 1024}, {2000, 2000}, {10, 6}, {25, 6}, {100, 6}, {200, 6},
{500, 6}, {1000, 6}, {1500, 6}, {2000, 6}, {6, 10}, {6, 25}, {6, 100}, {6, 200}, {6, 500},
{6, 1000}, {6, 1500}, {6, 2000}, {640, 1000}, {800, 640}, {640, 500}, {500, 640}, {640, 837}};
for (auto sz : sizes) {
vpMatrix M = generateMatrix(sz.first, sz.second);
vpMatrix Mt_true = generateMatrixTranspose(sz.first, sz.second);
std::ostringstream oss;
oss << sz.first << "x" << sz.second;
oss << " - M.t()";
BENCHMARK(oss.str().c_str())
{
vpMatrix Mt = M.t();
REQUIRE(Mt == Mt_true);
return Mt;
};
oss.str("");
oss << sz.first << "x" << sz.second;
oss << " - transposeIterateSrc(M)";
BENCHMARK(oss.str().c_str())
{
vpMatrix Mt = transposeIterateSrc(M);
REQUIRE(Mt == Mt_true);
return Mt;
};
oss.str("");
oss << sz.first << "x" << sz.second;
oss << " - transposeIterateDst(M)";
BENCHMARK(oss.str().c_str())
{
vpMatrix Mt = transposeIterateDst(M);
REQUIRE(Mt == Mt_true);
return Mt;
};
oss.str("");
oss << sz.first << "x" << sz.second;
oss << " - transposeTilingSO(M, tileSize=" << g_tileSize << ")";
BENCHMARK(oss.str().c_str())
{
vpMatrix Mt = transposeTilingSO(M, g_tileSize);
REQUIRE(Mt == Mt_true);
return Mt;
};
oss.str("");
oss << sz.first << "x" << sz.second;
oss << " - transposeTiling(M, tileSize=" << g_tileSize << ")";
BENCHMARK(oss.str().c_str())
{
vpMatrix Mt = transposeTiling(M, g_tileSize);
REQUIRE(Mt == Mt_true);
return Mt;
};
#if (VISP_HAVE_OPENCV_VERSION >= 0x030000)
cv::Mat matM(sz.first, sz.second, CV_64FC1);
for (unsigned int i = 0; i < M.getRows(); i++) {
for (unsigned int j = 0; j < M.getCols(); j++) {
matM.at<double>(i, j) = M[i][j];
}
}
oss.str("");
oss << sz.first << "x" << sz.second;
oss << " - OpenCV";
BENCHMARK(oss.str().c_str())
{
cv::Mat matMt = matM.t();
return matMt;
};
#endif
#ifdef VISP_HAVE_EIGEN3
Eigen::MatrixXd eigenM(sz.first, sz.second);
for (unsigned int i = 0; i < M.getRows(); i++) {
for (unsigned int j = 0; j < M.getCols(); j++) {
eigenM(i, j) = M[i][j];
}
}
oss.str("");
oss << sz.first << "x" << sz.second;
oss << " - Eigen";
BENCHMARK(oss.str().c_str())
{
Eigen::MatrixXd eigenMt = eigenM.transpose();
return eigenMt;
};
#endif
}
} else {
vpMatrix M = generateMatrix(11, 17);
vpMatrix Mt_true = generateMatrixTranspose(11, 17);
vpMatrix Mt = M.t();
REQUIRE(Mt == Mt_true);
}
}
int main(int argc, char *argv[])
{
Catch::Session session; // There must be exactly one instance
// Build a new parser on top of Catch's
using namespace Catch::clara;
auto cli = session.cli() // Get Catch's composite command line parser
| Opt(g_runBenchmark) // bind variable to a new option, with a hint string
["--benchmark"] // the option names it will respond to
("run benchmark?") // description string for the help output
| Opt(g_tileSize, "tileSize")["--tileSize"]("Tile size?");
// Now pass the new composite back to Catch so it uses that
session.cli(cli);
// Let Catch (using Clara) parse the command line
session.applyCommandLine(argc, argv);
int numFailed = session.run();
// numFailed is clamped to 255 as some unices only use the lower 8 bits.
// This clamping has already been applied, so just return it here
// You can also do any post run clean-up here
return numFailed;
}
#else
#include <iostream>
int main() { return EXIT_SUCCESS; }
#endif
|