Example: maps_gridmap_benchmark

C++ example source code:

/* +------------------------------------------------------------------------+
   |                     Mobile Robot Programming Toolkit (MRPT)            |
   |                          https://www.mrpt.org/                         |
   |                                                                        |
   | Copyright (c) 2005-2021, Individual contributors, see AUTHORS file     |
   | See: https://www.mrpt.org/Authors - All rights reserved.               |
   | Released under BSD License. See: https://www.mrpt.org/License          |
   +------------------------------------------------------------------------+ */

#include <mrpt/config/CConfigFile.h>
#include <mrpt/maps/CMultiMetricMap.h>
#include <mrpt/maps/COccupancyGridMap2D.h>
#include <mrpt/obs/CObservation2DRangeScan.h>
#include <mrpt/obs/CRawlog.h>
#include <mrpt/obs/stock_observations.h>
#include <mrpt/random.h>
#include <mrpt/system/CTicTac.h>

#include <iostream>

using namespace mrpt;
using namespace mrpt::maps;
using namespace mrpt::obs;
using namespace mrpt::random;
using namespace mrpt::poses;
using namespace mrpt::system;
using namespace std;

#include <mrpt/examples_config.h>
string myDataDir(
    MRPT_EXAMPLES_BASE_DIRECTORY + string("maps_gridmap_benchmark/"));

// Default .ini file:
string iniFile(myDataDir + string("benchmark-options.ini"));

// ------------------------------------------------------
//              BenchmarkGridmaps
// ------------------------------------------------------
void BenchmarkGridmaps()
{
    getRandomGenerator().randomize(333);

    CMultiMetricMap metricMap;
    TSetOfMetricMapInitializers mapInit;

    // Create gridmap:
    mapInit.loadFromConfigFile(
        mrpt::config::CConfigFile(iniFile), "METRIC_MAPS");
    metricMap.setListOfMaps(mapInit);

    // prepare the laser scan:
    CObservation2DRangeScan scan1;
    stock_observations::example2DRangeScan(scan1);

    COccupancyGridMap2D::Ptr gridMap =
        metricMap.mapByClass<COccupancyGridMap2D>();
    ASSERT_(gridMap);
    COccupancyGridMap2D gridMapCopy(*gridMap);

    int i, N;
    CTicTac tictac;

    // test 1: getcell
    // ----------------------------------------
    if (true)
    {
        N = 10000000;

        cout << "Running test #1: getCell... ";
        cout.flush();

        // COccupancyGridMap2D::cellType    cell;
        float p = 0;

        tictac.Tic();
        for (i = 0; i < N; i++)
        {
            p += gridMap->getCell(0, 0);
        }
        double T = tictac.Tac();
        cout << "-> " << 1e9 * T / N << " ns/iter. p=" << p
             << endl;  // the "p" is to avoid optimizing out the entire loop!
    }

    // test 2: setcell
    // ----------------------------------------
    if (true)
    {
        N = 10000000;

        cout << "Running test #2: setCell... ";
        cout.flush();

        float p = 0.8f;

        tictac.Tic();
        for (i = 0; i < N; i++)
        {
            gridMap->setCell(0, 0, p);
        }
        double T = tictac.Tac();
        cout << "-> " << 1e9 * T / N << " ns/iter."
             << endl;  // the "p" is to avoid optimizing out the entire loop!
    }

    // test 3: updateCell
    // ----------------------------------------
    if (true)
    {
        N = 1000000;

        cout << "Running test #3: updateCell... ";
        cout.flush();

        float p = 0.57f;

        tictac.Tic();
        for (i = 0; i < N; i++)
        {
            gridMap->updateCell(0, 0, p);
        }
        double T = tictac.Tac();
        cout << "-> " << 1e9 * T / N << " ns/iter."
             << endl;  // the "p" is to avoid optimizing out the entire loop!
    }

    // test 4: updateCell_fast
    // ----------------------------------------
    if (true)
    {
        N = 10000000;

        cout << "Running test #4: updateCell_fast... ";
        cout.flush();

        float p = 0.57f;
        COccupancyGridMap2D::cellType logodd_obs = COccupancyGridMap2D::p2l(p);
        // float   p_1 = 1-p;

        COccupancyGridMap2D::cellType* theMapArray = gridMap->getRow(0);
        unsigned theMapSize_x = gridMap->getSizeX();
        COccupancyGridMap2D::cellType logodd_thres_occupied =
            COccupancyGridMap2D::OCCGRID_CELLTYPE_MIN + logodd_obs;

        tictac.Tic();
        for (i = 0; i < N; i++)
        {
            COccupancyGridMap2D::updateCell_fast_occupied(
                2, 2, logodd_obs, logodd_thres_occupied, theMapArray,
                theMapSize_x);
        }
        double T = tictac.Tac();
        cout << "-> " << 1e9 * T / N << " ns/iter."
             << endl;  // the "p" is to avoid optimizing out the entire loop!
    }

#if 0
    for (i=50;i<51;i++)
    {
        CPose3D  pose3D(0.21,0.34,0,-2);
        //scan1.validRange.assign(scan1.validRange.size(), false);
        //scan1.getScanRangeValidity(i)=true;

        gridMap->clear();
        gridMap->resizeGrid(-5,20,-15,15);
        gridMap->insertObservation( &scan1, &pose3D );
        gridMap->saveAsBitmapFile(format("./gridmap_with_widening_%04i.png",i));
    }
#endif

    // test 5: Laser insertion
    // ----------------------------------------
    if (true)
    {
        gridMap->insertionOptions.wideningBeamsWithDistance = false;
        N = 3000;
        cout << "Running test #5: Laser insert. w/o widen... ";
        cout.flush();
        tictac.Tic();
        for (i = 0; i < N; i++)
        {
#if 1
            CPose2D pose(
                getRandomGenerator().drawUniform(-1.0, 1.0),
                getRandomGenerator().drawUniform(-1.0, 1.0),
                getRandomGenerator().drawUniform(-M_PI, M_PI));
            CPose3D pose3D(pose);
#else
            CPose3D pose3D;
#endif

            gridMap->insertObservation(scan1, &pose3D);
        }
        double T = tictac.Tac();
        cout << "-> " << 1000 * T / N << " ms/iter, scans/sec:" << N / T
             << endl;

        CPose3D pose3D;
        gridMap->clear();
        gridMap->insertObservation(scan1, &pose3D);
        gridMap->saveAsBitmapFile("./gridmap_without_widening.png");
    }

    // test 6: Laser insertion without widening
    // --------------------------------------------------
    if (true)
    {
        gridMap->insertionOptions.wideningBeamsWithDistance = true;
        N = 3000;
        cout << "Running test #6: Laser insert. widen... ";
        cout.flush();
        tictac.Tic();
        for (i = 0; i < N; i++)
        {
#if 1
            CPose2D pose(
                getRandomGenerator().drawUniform(-1.0, 1.0),
                getRandomGenerator().drawUniform(-1.0, 1.0),
                getRandomGenerator().drawUniform(-M_PI, M_PI));
            CPose3D pose3D(pose);
#else
            CPose3D pose3D;
#endif
            gridMap->insertObservation(scan1, &pose3D);
        }
        double T = tictac.Tac();
        cout << "-> " << 1000 * T / N << " ms/iter, scans/sec:" << N / T
             << endl;

        CPose3D pose3D;
        gridMap->clear();
        gridMap->insertObservation(scan1, &pose3D);
        gridMap->saveAsBitmapFile("./gridmap_with_widening.png");
    }

    // test 7: Grid resize
    // ----------------------------------------
    if (true)
    {
        N = 400;
        cout << "Running test #7: Grid resize... ";
        cout.flush();
        tictac.Tic();
        for (i = 0; i < N; i++)
        {
            *gridMap = gridMapCopy;
            gridMap->resizeGrid(-30, 30, -40, 40);
        }
        double T = tictac.Tac();
        cout << "-> " << 1000 * T / N << " ms/iter" << endl;
    }

    // test 8: Likelihood computation
    // ----------------------------------------
    if (true)
    {
        N = 5000;

        *gridMap = gridMapCopy;
        CPose3D pose3D(0, 0, 0);
        gridMap->insertObservation(scan1, &pose3D);

        cout << "Running test #8: Likelihood... ";
        cout.flush();
        double R = 0;
        tictac.Tic();
        for (i = 0; i < N; i++)
        {
            const auto pose = mrpt::poses::CPose3D::FromXYZYawPitchRoll(
                getRandomGenerator().drawUniform(-1.0, 1.0),
                getRandomGenerator().drawUniform(-1.0, 1.0), .0,
                getRandomGenerator().drawUniform(-M_PI, M_PI), .0, .0);
            R += gridMap->computeObservationLikelihood(scan1, pose);
        }
        double T = tictac.Tac();
        cout << "-> " << 1000 * T / N << " ms/iter" << endl;
    }
}

int main(int argc, char** argv)
{
    try
    {
        // optional argument: a different ini file
        if (argc > 1) iniFile = string(argv[1]);

        BenchmarkGridmaps();
        return 0;
    }
    catch (exception& e)
    {
        cout << "MRPT exception caught: " << e.what() << endl;
        return -1;
    }
    catch (...)
    {
        printf("Another exception!!");
        return -1;
    }
}