testPerformanceLUT.cpp

Test performance between iteration and LUT.

/****************************************************************************
 *
 * ViSP, open source Visual Servoing Platform software.
 * Copyright (C) 2005 - 2019 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 http://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:
 * Test performance between iteration and LUT.
 *
 * Authors:
 * Souriya Trinh
 *
 *****************************************************************************/

#include <stdio.h>
#include <stdlib.h>
#include <visp3/core/vpImage.h>
#include <visp3/core/vpIoTools.h>
#include <visp3/core/vpMath.h>
#include <visp3/io/vpImageIo.h>
#include <visp3/io/vpParseArgv.h>

// List of allowed command line options
#define GETOPTARGS "cdi:o:t:h"

/*
  Print the program options.

  \param name : Program name.
  \param badparam : Bad parameter name.
  \param ipath: Input image path.
  \param opath : Output image path.
  \param user : Username.

 */
void usage(const char *name, const char *badparam, const std::string &ipath, const std::string &opath,
           const std::string &user)
{
  fprintf(stdout, "\n\
Test performance between methods to iterate over pixel image.\n\
\n\
SYNOPSIS\n\
  %s [-i <input image path>] [-o <output image path>] [-t <nb threads>]\n\
     [-h]\n                 \
", name);

  fprintf(stdout, "\n\
OPTIONS:                                               Default\n\
  -i <input image path>                                %s\n\
     Set image input path.\n\
     From this path read \"Klimt/Klimt.pgm\"\n\
     image.\n\
     Setting the VISP_INPUT_IMAGE_PATH environment\n\
     variable produces the same behaviour than using\n\
     this option.\n\
\n\
  -o <output image path>                               %s\n\
     Set image output path.\n\
     From this directory, creates the \"%s\"\n\
     subdirectory depending on the username, where \n\
     Klimt_grey.pgm output image is written.\n\
\n\
  -t <nb threads>                               \n\
     Set the number of threads to use for the computation.\n\
\n\
  -h\n\
     Print the help.\n\n", ipath.c_str(), opath.c_str(), user.c_str());

  if (badparam)
    fprintf(stdout, "\nERROR: Bad parameter [%s]\n", badparam);
}

bool getOptions(int argc, const char **argv, std::string &ipath, std::string &opath, const std::string &user,
                unsigned int &nbThreads)
{
  const char *optarg_;
  int c;
  while ((c = vpParseArgv::parse(argc, argv, GETOPTARGS, &optarg_)) > 1) {

    switch (c) {
    case 'i':
      ipath = optarg_;
      break;
    case 'o':
      opath = optarg_;
      break;
    case 't':
      nbThreads = (unsigned int)atoi(optarg_);
      break;
    case 'h':
      usage(argv[0], NULL, ipath, opath, user);
      return false;
      break;

    case 'c':
    case 'd':
      break;

    default:
      usage(argv[0], optarg_, ipath, opath, user);
      return false;
      break;
    }
  }

  if ((c == 1) || (c == -1)) {
    // standalone param or error
    usage(argv[0], NULL, ipath, opath, user);
    std::cerr << "ERROR: " << std::endl;
    std::cerr << "  Bad argument " << optarg_ << std::endl << std::endl;
    return false;
  }

  return true;
}

void iterate_method1(vpImage<vpRGBa> &I, const double alpha, const double beta)
{
  unsigned int size = I.getWidth() * I.getHeight();
  unsigned char *ptrStart = (unsigned char *)I.bitmap;
  unsigned char *ptrEnd = ptrStart + size * 4;
  unsigned char *ptrCurrent = ptrStart;

  while (ptrCurrent != ptrEnd) {
    *ptrCurrent = vpMath::saturate<unsigned char>((*ptrCurrent) * alpha + beta);
    ++ptrCurrent;
  }
}

void iterate_method1(vpImage<unsigned char> &I, const double alpha, const double beta)
{
  unsigned int size = I.getWidth() * I.getHeight();
  unsigned char *ptrStart = (unsigned char *)I.bitmap;
  unsigned char *ptrEnd = ptrStart + size;
  unsigned char *ptrCurrent = ptrStart;

  while (ptrCurrent != ptrEnd) {
    *ptrCurrent = vpMath::saturate<unsigned char>((*ptrCurrent) * alpha + beta);
    ++ptrCurrent;
  }
}

void iterate_method2(vpImage<vpRGBa> &I, const double alpha, const double beta)
{
  for (unsigned int i = 0; i < I.getHeight(); i++) {
    for (unsigned int j = 0; j < I.getWidth(); j++) {
      I[i][j].R = vpMath::saturate<unsigned char>(I[i][j].R * alpha + beta);
      I[i][j].G = vpMath::saturate<unsigned char>(I[i][j].G * alpha + beta);
      I[i][j].B = vpMath::saturate<unsigned char>(I[i][j].B * alpha + beta);
      I[i][j].A = vpMath::saturate<unsigned char>(I[i][j].A * alpha + beta);
    }
  }
}

int main(int argc, const char **argv)
{
  try {
    std::string env_ipath;
    std::string opt_ipath;
    std::string opt_opath;
    std::string ipath;
    std::string opath;
    std::string filename;
    std::string username;
    unsigned int nbThreads = 4;

    // Get the visp-images-data package path or VISP_INPUT_IMAGE_PATH
    // environment variable value
    env_ipath = vpIoTools::getViSPImagesDataPath();

    // Set the default input path
    if (!env_ipath.empty())
      ipath = env_ipath;

// Set the default output path
#if defined(_WIN32)
    opt_opath = "C:/temp";
#else
    opt_opath = "/tmp";
#endif

    // Get the user login name
    vpIoTools::getUserName(username);

    // Read the command line options
    if (getOptions(argc, argv, opt_ipath, opt_opath, username, nbThreads) == false) {
      exit(-1);
    }

    // Get the option values
    if (!opt_ipath.empty())
      ipath = opt_ipath;
    if (!opt_opath.empty())
      opath = opt_opath;

    // Append to the output path string, the login name of the user
    opath = vpIoTools::createFilePath(opath, username);

    // Test if the output path exist. If no try to create it
    if (vpIoTools::checkDirectory(opath) == false) {
      try {
        // Create the dirname
        vpIoTools::makeDirectory(opath);
      } catch (...) {
        usage(argv[0], NULL, ipath, opt_opath, username);
        std::cerr << std::endl << "ERROR:" << std::endl;
        std::cerr << "  Cannot create " << opath << std::endl;
        std::cerr << "  Check your -o " << opt_opath << " option " << std::endl;
        exit(-1);
      }
    }

    // Compare ipath and env_ipath. If they differ, we take into account
    // the input path comming from the command line option
    if (!opt_ipath.empty() && !env_ipath.empty()) {
      if (ipath != env_ipath) {
        std::cout << std::endl << "WARNING: " << std::endl;
        std::cout << "  Since -i <visp image path=" << ipath << "> "
                  << "  is different from VISP_IMAGE_PATH=" << env_ipath << std::endl
                  << "  we skip the environment variable." << std::endl;
      }
    }

    // Test if an input path is set
    if (opt_ipath.empty() && env_ipath.empty()) {
      usage(argv[0], NULL, ipath, opt_opath, username);
      std::cerr << std::endl << "ERROR:" << std::endl;
      std::cerr << "  Use -i <visp image path> option or set VISP_INPUT_IMAGE_PATH " << std::endl
                << "  environment variable to specify the location of the " << std::endl
                << "  image path where test images are located." << std::endl
                << std::endl;
      exit(-1);
    }

    //
    // Here starts really the test
    //

    // Create a grey level image
    vpImage<vpRGBa> I_iterate1, I_iterate2, I_lut;

    // Load a grey image from the disk
    filename = vpIoTools::createFilePath(ipath, "Klimt/Klimt.ppm");
    std::cout << "\nRead image: " << filename << std::endl;
    vpImageIo::read(I_iterate1, filename);
    vpImageIo::read(I_iterate2, filename);
    vpImageIo::read(I_lut, filename);

    std::cout << "I=" << I_iterate1.getWidth() << "x" << I_iterate1.getHeight() << std::endl;

    double alpha = 1.5, beta = -30.0;
    unsigned int nbIterations = 10;

    // Iterate method 1
    double t_iterate1 = vpTime::measureTimeMs();
    for (unsigned int cpt = 0; cpt < nbIterations; cpt++) {
      iterate_method1(I_iterate1, alpha, beta);
    }
    t_iterate1 = vpTime::measureTimeMs() - t_iterate1;
    std::cout << "t_iterate1=" << t_iterate1 << " ms ; t_iterate1/" << nbIterations << "="
              << (t_iterate1 / nbIterations) << " ms" << std::endl;

    filename = vpIoTools::createFilePath(opath, "Klimt_performance_iterate1.ppm");
    vpImageIo::write(I_iterate1, filename);

    // Iterate method 2
    double t_iterate2 = vpTime::measureTimeMs();
    for (unsigned int cpt = 0; cpt < nbIterations; cpt++) {
      iterate_method2(I_iterate2, alpha, beta);
    }
    t_iterate2 = vpTime::measureTimeMs() - t_iterate2;
    std::cout << "t_iterate2=" << t_iterate2 << " ms ; t_iterate2/" << nbIterations << "="
              << (t_iterate2 / nbIterations) << " ms" << std::endl;

    filename = vpIoTools::createFilePath(opath, "Klimt_performance_iterate2.ppm");
    vpImageIo::write(I_iterate2, filename);

    // LUT method
    double t_lut = vpTime::measureTimeMs();
    for (unsigned int cpt = 0; cpt < nbIterations; cpt++) {
      // Construct the LUT
      vpRGBa lut[256];
      for (unsigned int i = 0; i < 256; i++) {
        lut[i].R = vpMath::saturate<unsigned char>(alpha * i + beta);
        lut[i].G = vpMath::saturate<unsigned char>(alpha * i + beta);
        lut[i].B = vpMath::saturate<unsigned char>(alpha * i + beta);
        lut[i].A = vpMath::saturate<unsigned char>(alpha * i + beta);
      }

      I_lut.performLut(lut, nbThreads);
    }
    t_lut = vpTime::measureTimeMs() - t_lut;
    std::cout << "t_lut=" << t_lut << " ms ; t_lut/" << nbIterations << "=" << (t_lut / nbIterations) << " ms"
              << std::endl;

    filename = vpIoTools::createFilePath(opath, "Klimt_performance_lut.ppm");
    vpImageIo::write(I_lut, filename);

    // Check results
    bool same = true;
    for (unsigned int i = 0; i < I_iterate1.getHeight() && same; i++) {
      for (unsigned int j = 0; j < I_iterate1.getWidth() && same; j++) {
        if (I_iterate1[i][j] != I_iterate2[i][j] || I_iterate1[i][j] != I_lut[i][j]) {
          same = false;
        }
      }
    }

    if (!same) {
      std::cerr << "Color images are different!" << std::endl;
      return -1;
    }

    // Test LUT on grayscale image
    vpImage<unsigned char> I_iterate_grayscale1, I_lut_grayscale;

    // Load a grayscale image from the disk
    filename = vpIoTools::createFilePath(ipath, "Klimt/Klimt.pgm");
    std::cout << "\nRead image: " << filename << std::endl;
    vpImageIo::read(I_iterate_grayscale1, filename);
    vpImageIo::read(I_lut_grayscale, filename);

    std::cout << "I_grayscale=" << I_lut_grayscale.getWidth() << "x" << I_lut_grayscale.getHeight() << std::endl;

    // Iterate method 1 on grayscale
    double t_iterate_grayscale1 = vpTime::measureTimeMs();
    for (unsigned int cpt = 0; cpt < nbIterations; cpt++) {
      iterate_method1(I_iterate_grayscale1, alpha, beta);
    }
    t_iterate_grayscale1 = vpTime::measureTimeMs() - t_iterate_grayscale1;
    std::cout << "t_iterate_grayscale1=" << t_iterate_grayscale1 << " ms ; t_iterate1/" << nbIterations << "="
              << (t_iterate_grayscale1 / nbIterations) << " ms" << std::endl;

    filename = vpIoTools::createFilePath(opath, "Klimt_performance_iterate1_grayscale.pgm");
    vpImageIo::write(I_iterate_grayscale1, filename);

    // LUT method on grayscale
    double t_lut_grayscale = vpTime::measureTimeMs();
    for (unsigned int cpt = 0; cpt < nbIterations; cpt++) {
      // Construct the LUT
      unsigned char lut[256];
      for (unsigned int i = 0; i < 256; i++) {
        lut[i] = vpMath::saturate<unsigned char>(alpha * i + beta);
      }

      I_lut_grayscale.performLut(lut, nbThreads);
    }
    t_lut_grayscale = vpTime::measureTimeMs() - t_lut_grayscale;
    std::cout << "t_lut_grayscale=" << t_lut_grayscale << " ms ; t_lut_grayscale/" << nbIterations << "="
              << (t_lut_grayscale / nbIterations) << " ms" << std::endl;

    filename = vpIoTools::createFilePath(opath, "Klimt_performance_lut_grayscale.pgm");
    vpImageIo::write(I_lut_grayscale, filename);

    // Check grayscale image
    same = true;
    for (unsigned int i = 0; i < I_lut_grayscale.getHeight() && same; i++) {
      for (unsigned int j = 0; j < I_lut_grayscale.getWidth() && same; j++) {
        if (I_lut_grayscale[i][j] != I_iterate_grayscale1[i][j]) {
          same = false;
        }
      }
    }

    if (!same) {
      std::cerr << "Grayscale images are different!" << std::endl;
      return -1;
    }

    // Computation time on color image
    vpImageIo::read(I_lut, filename);

    double t_lut_multithread = vpTime::measureTimeMs();
    for (unsigned int cpt = 0; cpt < nbIterations * 10; cpt++) {
      // Construct the LUT
      vpRGBa lut[256];
      for (unsigned int i = 0; i < 256; i++) {
        lut[i].R = vpMath::saturate<unsigned char>(alpha * i + beta);
        lut[i].G = vpMath::saturate<unsigned char>(alpha * i + beta);
        lut[i].B = vpMath::saturate<unsigned char>(alpha * i + beta);
        lut[i].A = vpMath::saturate<unsigned char>(alpha * i + beta);
      }

      I_lut.performLut(lut, 4);
    }
    t_lut_multithread = vpTime::measureTimeMs() - t_lut_multithread;

    vpImageIo::read(I_lut, filename);

    double t_lut_singlethread = vpTime::measureTimeMs();
    for (unsigned int cpt = 0; cpt < nbIterations * 10; cpt++) {
      // Construct the LUT
      vpRGBa lut[256];
      for (unsigned int i = 0; i < 256; i++) {
        lut[i].R = vpMath::saturate<unsigned char>(alpha * i + beta);
        lut[i].G = vpMath::saturate<unsigned char>(alpha * i + beta);
        lut[i].B = vpMath::saturate<unsigned char>(alpha * i + beta);
        lut[i].A = vpMath::saturate<unsigned char>(alpha * i + beta);
      }

      I_lut.performLut(lut, 1);
    }
    t_lut_singlethread = vpTime::measureTimeMs() - t_lut_singlethread;

    std::cout << "\nt_lut_singlethread/t_lut_multithread (color)=" << t_lut_singlethread / t_lut_multithread << "X"
              << std::endl;

    // Computation time on grayscale image
    vpImageIo::read(I_lut_grayscale, filename);

    t_lut_multithread = vpTime::measureTimeMs();
    for (unsigned int cpt = 0; cpt < nbIterations * 10; cpt++) {
      // Construct the LUT
      unsigned char lut[256];
      for (unsigned int i = 0; i < 256; i++) {
        lut[i] = vpMath::saturate<unsigned char>(alpha * i + beta);
      }

      I_lut_grayscale.performLut(lut, 4);
    }
    t_lut_multithread = vpTime::measureTimeMs() - t_lut_multithread;

    vpImageIo::read(I_lut_grayscale, filename);

    t_lut_singlethread = vpTime::measureTimeMs();
    for (unsigned int cpt = 0; cpt < nbIterations * 10; cpt++) {
      // Construct the LUT
      unsigned char lut[256];
      for (unsigned int i = 0; i < 256; i++) {
        lut[i] = vpMath::saturate<unsigned char>(alpha * i + beta);
      }

      I_lut_grayscale.performLut(lut, 1);
    }
    t_lut_singlethread = vpTime::measureTimeMs() - t_lut_singlethread;

    std::cout << "\nt_lut_singlethread/t_lut_multithread (grayscale)=" << t_lut_singlethread / t_lut_multithread << "X"
              << std::endl;

    // Check performLut with multithreading and image size not divisible by 8
    vpImage<unsigned char> I_test_grayscale(49, 7);
    // Construct the LUT
    unsigned char lut_grayscale[256];
    for (unsigned int i = 0; i < 256; i++) {
      lut_grayscale[i] = vpMath::saturate<unsigned char>(alpha * i + beta);
    }
    I_test_grayscale.performLut(lut_grayscale, nbThreads);

    vpImage<vpRGBa> I_test_color(49, 7);
    // Construct the LUT
    vpRGBa lut_color[256];
    for (unsigned int i = 0; i < 256; i++) {
      lut_color[i].R = vpMath::saturate<unsigned char>(alpha * i + beta);
      lut_color[i].G = vpMath::saturate<unsigned char>(alpha * i + beta);
      lut_color[i].B = vpMath::saturate<unsigned char>(alpha * i + beta);
      lut_color[i].A = vpMath::saturate<unsigned char>(alpha * i + beta);
    }
    I_test_color.performLut(lut_color, nbThreads);

    return 0;
  } catch (const vpException &e) {
    std::cerr << "Catch an exception: " << e.what() << std::endl;
    return 1;
  }
}