SparseGrid_unit_tests.cpp

/*
 * SparseGrid_unit_tests.cpp
 *
 *  Created on: Oct 22, 2017
 *      Author: i-bird
 */
 
#define DISABLE_MPI_WRITTERS
 
#define BOOST_TEST_DYN_LINK
#include <boost/test/unit_test.hpp>
#include "SparseGrid/SparseGrid.hpp"
#include "NN/CellList/CellDecomposer.hpp"
#include <math.h>
//#include "util/debug.hpp"
 
BOOST_AUTO_TEST_SUITE( sparse_grid_test )
 
template <typename grid_type, typename cell_decomposer>
size_t fill_sphere(grid_type & grid, cell_decomposer & cdsm)
{
    size_t tot_count = 0;
    double r = 0.3;
    double omega = 0.0;
    double phi = 0.0;
 
    // 3D sphere
 
    for (r = 0.3 ; r < 0.35 ;r += 0.001)
    {
        for (omega = 0.0; omega < M_PI ; omega += 0.006)
        {
            for (phi = 0.0; phi < 2.0*M_PI ; phi += 0.006)
            {
                Point<3,float> p;
 
                p.get(0) = r*sin(omega)*sin(phi) + 0.5;
                p.get(1) = r*sin(omega)*cos(phi) + 0.5;
                p.get(2) = r*cos(omega) + 0.5;
 
                // convert point into grid point
 
                grid_key_dx<3> kd = cdsm.getCellGrid(p);
 
                grid.template insert<0>(kd) = sin(omega)*sin(omega)*sin(2*phi);
                grid.template insert<1>(kd) = 0;
            }
        }
    }
 
    auto it = grid.getIterator();
 
    while (it.isNext())
    {
        tot_count++;
 
        ++it;
    }
 
    return tot_count;
}
 
template <typename grid_type, typename cell_decomposer>
size_t fill_sphere_quad(grid_type & grid, cell_decomposer & cdsm)
{
    size_t tot_count = 0;
    double r = 0.3;
    double omega = 0.0;
    double phi = 0.0;
 
    // 3D sphere
 
    for (r = 0.3 ; r < 0.4 ;r += 0.001)
    {
        for (omega = 0.0; omega < M_PI ; omega += 0.006)
        {
            for (phi = 0.0; phi < 2.0*M_PI ; phi += 0.006)
            {
                Point<3,float> p;
 
                p.get(0) = r*sin(omega)*sin(phi) + 0.5;
                p.get(1) = r*sin(omega)*cos(phi) + 0.5;
                p.get(2) = r*cos(omega) + 0.5;
 
                // convert point into grid point
 
                grid_key_dx<3> kd = cdsm.getCellGrid(p);
 
                grid.template insert<0>(kd) = kd.get(0)*kd.get(0) + kd.get(1)*kd.get(1) + kd.get(2)*kd.get(2);
                grid.template insert<1>(kd) = 0;
            }
        }
    }
 
    auto it = grid.getIterator();
 
    while (it.isNext())
    {
        tot_count++;
 
        ++it;
    }
 
    return tot_count;
}
 
template <typename grid_type, typename cell_decomposer>
size_t fill_sphere_quad_v(grid_type & grid, cell_decomposer & cdsm)
{
    size_t tot_count = 0;
    double r = 0.3;
    double omega = 0.0;
    double phi = 0.0;
 
    // 3D sphere
 
    for (r = 0.3 ; r < 0.4 ;r += 0.001)
    {
        for (omega = 0.0; omega < M_PI ; omega += 0.006)
        {
            for (phi = 0.0; phi < 2.0*M_PI ; phi += 0.006)
            {
                Point<3,float> p;
 
                p.get(0) = r*sin(omega)*sin(phi) + 0.5;
                p.get(1) = r*sin(omega)*cos(phi) + 0.5;
                p.get(2) = r*cos(omega) + 0.5;
 
                // convert point into grid point
 
                grid_key_dx<3> kd = cdsm.getCellGrid(p);
 
                grid.template insert<0>(kd) = kd.get(0)*kd.get(0) + kd.get(1)*kd.get(1) + kd.get(2)*kd.get(2);
                grid.template insert<1>(kd) = 0;
                grid.template insert<3>(kd)[0] = kd.get(0)*kd.get(0) + kd.get(1)*kd.get(1) + kd.get(2)*kd.get(2) + 10000;
                grid.template insert<3>(kd)[1] = kd.get(0)*kd.get(0) + kd.get(1)*kd.get(1) + kd.get(2)*kd.get(2) + 60000;
                grid.template insert<3>(kd)[2] = kd.get(0)*kd.get(0) + kd.get(1)*kd.get(1) + kd.get(2)*kd.get(2) + 80000;
            }
        }
    }
 
    auto it = grid.getIterator();
 
    while (it.isNext())
    {
        tot_count++;
 
        ++it;
    }
 
    return tot_count;
}
 
BOOST_AUTO_TEST_CASE( sparse_grid_use_test)
{
    size_t sz[3] = {10000,10000,10000};
 
    sgrid_cpu<3,aggregate<float>,HeapMemory> grid(sz);
 
    grid.getBackgroundValue().template get<0>() = 0.0;
 
    // We fill a sphere with a band
 
    grid_key_dx<3> key1({5000,5000,5000});
    grid_key_dx<3> key2({5001,5001,5001});
    grid_key_dx<3> key3({5002,5003,5003});
 
    grid.template insert<0>(key1) = 1.0;
    grid.template insert<0>(key2) = 2.0;
    grid.template insert<0>(key3) = 3.0;
 
    BOOST_REQUIRE_EQUAL(grid.template get<0>(key1),1.0);
    BOOST_REQUIRE_EQUAL(grid.template get<0>(key2),2.0);
    BOOST_REQUIRE_EQUAL(grid.template get<0>(key3),3.0);
 
    auto it = grid.getIterator();
 
    size_t count = 0;
 
    while (it.isNext())
    {
        count++;
 
        ++it;
    }
 
    BOOST_REQUIRE_EQUAL(count,(size_t)3);
}
 
BOOST_AUTO_TEST_CASE( sparse_grid_fill_all_test)
{
    size_t sz[3] = {171,171,171};
 
    sgrid_cpu<3,aggregate<float>,HeapMemory> grid(sz);
 
    grid.getBackgroundValue().template get<0>() = 0.0;
 
    grid_sm<3,void> g_sm(sz);
 
    grid_key_dx_iterator<3> kit(g_sm);
 
    while (kit.isNext())
    {
        auto key = kit.get();
 
        grid.template insert<0>(key) = g_sm.LinId(key);
 
        ++kit;
    }
 
    auto it = grid.getIterator();
 
    size_t count = 0;
 
    bool match = true;
 
    while (it.isNext())
    {
        auto key = it.get();
 
        // return a grid_key_dx
        auto key_pos = it.getKeyF();
 
        match &= (grid.template get<0>(key_pos) == g_sm.LinId(key));
 
        count++;
 
        ++it;
    }
 
    BOOST_REQUIRE_EQUAL(count,(size_t)171*171*171);
    BOOST_REQUIRE_EQUAL(grid.size(),(size_t)171*171*171);
    BOOST_REQUIRE_EQUAL(match,true);
 
    // remove all points
 
    grid_key_dx_iterator<3> kit2(g_sm);
 
    while (kit2.isNext())
    {
        auto key = kit2.get();
 
        grid.remove(key);
 
        ++kit2;
    }
 
    size_t tot = grid.size();
    BOOST_REQUIRE_EQUAL(tot,0ul);
}
 
 
BOOST_AUTO_TEST_CASE( sparse_grid_fill_sparse_test)
{
    size_t sz[3] = {500,500,500};
 
    sgrid_cpu<3,aggregate<double,int>,HeapMemory> grid(sz);
 
    grid.getBackgroundValue().template get<0>() = 0.0;
 
    CellDecomposer_sm<3, float, shift<3,float>> cdsm;
 
    Box<3,float> domain({0.0,0.0,0.0},{1.0,1.0,1.0});
 
    cdsm.setDimensions(domain, sz, 0);
 
    fill_sphere(grid,cdsm);
 
    double r = 0.3;
    double omega = 0.0;
    double phi = 0.0;
 
    for (r = 0.3 ; r < 0.35 ;r += 0.001)
    {
        for (omega = 0.0; omega < M_PI ; omega += 0.006)
        {
            for (phi = 0.0; phi < 2.0*M_PI ; phi += 0.006)
            {
 
                Point<3,float> p;
 
                p.get(0) = r*sin(omega)*sin(phi) + 0.5;
                p.get(1) = r*sin(omega)*cos(phi) + 0.5;
                p.get(2) = r*cos(omega) + 0.5;
 
                // convert point into grid point
 
                grid_key_dx<3> kd = cdsm.getCellGrid(p);
 
 
                if (grid.template get<0>(kd) == sin(omega)*sin(omega)*sin(2*phi))
                {grid.template insert<1>(kd) = 1;}
 
            }
        }
    }
 
    auto it = grid.getIterator();
 
    bool match = true;
 
    while(it.isNext())
    {
        auto key = it.get();
 
        if (grid.template get<1>(key) == 0)
        {match = false;}
 
        ++it;
    }
 
    BOOST_REQUIRE_EQUAL(match,true);
 
    // remove the points
 
    for (r = 0.3 ; r < 0.35 ;r += 0.001)
    {
        for (omega = 0.0; omega < M_PI ; omega += 0.006)
        {
            for (phi = 0.0; phi < 2.0*M_PI ; phi += 0.006)
            {
 
                Point<3,float> p;
 
                p.get(0) = r*sin(omega)*sin(phi) + 0.5;
                p.get(1) = r*sin(omega)*cos(phi) + 0.5;
                p.get(2) = r*cos(omega) + 0.5;
 
                // convert point into grid point
 
                grid_key_dx<3> kd = cdsm.getCellGrid(p);
 
 
                grid.remove(kd);
 
            }
        }
    }
 
    size_t tot;
    tot = grid.size();
 
    BOOST_REQUIRE_EQUAL(tot,0ul);
}
 
 
BOOST_AUTO_TEST_CASE( sparse_grid_resize_test)
{
    size_t sz[3] = {500,500,500};
 
    sgrid_cpu<3,aggregate<double,int>,HeapMemory> grid(sz);
    sgrid_cpu<3,aggregate<double,int>,HeapMemory> grid2(sz);
 
    grid.getBackgroundValue().template get<0>() = 0.0;
 
    CellDecomposer_sm<3, float, shift<3,float>> cdsm;
 
    Box<3,float> domain({0.0,0.0,0.0},{1.0,1.0,1.0});
 
    cdsm.setDimensions(domain, sz, 0);
 
    double r = 0.3;
    double omega = 0.0;
    double phi = 0.0;
 
    // 3D sphere
 
    for (r = 0.3 ; r < 0.35 ;r += 0.001)
    {
        for (omega = 0.0; omega < M_PI ; omega += 0.006)
        {
            for (phi = 0.0; phi < 2.0*M_PI ; phi += 0.006)
            {
                Point<3,float> p;
 
                p.get(0) = r*sin(omega)*sin(phi) + 0.5;
                p.get(1) = r*sin(omega)*cos(phi) + 0.5;
                p.get(2) = r*cos(omega) + 0.5;
 
                // convert point into grid point
 
                grid_key_dx<3> kd = cdsm.getCellGrid(p);
 
                grid.template insert<0>(kd) = sin(omega)*sin(omega)*sin(2*phi);
                grid.template insert<1>(kd) = 0;
                grid2.template insert<0>(kd) = sin(omega)*sin(omega)*sin(2*phi);
                grid2.template insert<1>(kd) = 0;
            }
        }
    }
 
    size_t sz_b[3] = {1024,1024,1024};
    grid2.resize(sz_b);
 
    // Check that both grid contain the same information
 
    auto it = grid2.getIterator();
 
    bool match = true;
 
    while(it.isNext())
    {
        auto key = it.get();
 
        if (grid.template get<0>(key) != grid2.template get<0>(key))
        {
            match = false;
            break;
        }
 
        ++it;
    }
 
    BOOST_REQUIRE_EQUAL(match,true);
 
    // now we resize smalle
 
    size_t sz_s[3] = {250,250,250};
    grid2.resize(sz_s);
 
    //
 
    auto it2 = grid.getIterator();
 
    match = true;
 
    while(it2.isNext())
    {
        auto key = it2.get();
 
        // we check if the key is inside
 
        bool cin = true;
 
        cin &= (size_t)key.get(0) < sz_s[0];
        cin &= (size_t)key.get(1) < sz_s[1];
        cin &= (size_t)key.get(2) < sz_s[2];
 
 
        if (cin == true)
        {
            if (grid.template get<0>(key) != grid2.template get<0>(key))
            {
                match = false;
                break;
            }
        }
 
        ++it2;
    }
 
    BOOST_REQUIRE_EQUAL(match,true);
}
 
 
 
BOOST_AUTO_TEST_CASE( sparse_grid_fill_all_with_resize_test)
{
    size_t sz[3] = {10,10,171};
 
    sgrid_cpu<3,aggregate<float>,HeapMemory> grid(sz);
 
    grid.getBackgroundValue().template get<0>() = 0.0;
 
    grid_sm<3,void> g_sm(sz);
 
    grid_key_dx_iterator<3> kit(g_sm);
 
    while (kit.isNext())
    {
        auto key = kit.get();
 
        grid.template insert<0>(key) = g_sm.LinId(key);
 
        ++kit;
    }
 
    size_t sz_b[3] = {20,20,200};
 
    // now we increase the size
    grid.resize(sz_b);
 
    auto it = grid.getIterator();
 
    size_t count = 0;
 
    bool match = true;
 
    while (it.isNext())
    {
        auto key = it.get();
 
        // return a grid_key_dx
        auto key_pos = it.getKeyF();
 
        match &= (grid.template get<0>(key_pos) == g_sm.LinId(key));
 
        count++;
 
        ++it;
    }
 
    BOOST_REQUIRE_EQUAL(count,(size_t)10*10*171);
    BOOST_REQUIRE_EQUAL(grid.size(),(size_t)10*10*171);
    BOOST_REQUIRE_EQUAL(match,true);
 
    // refill with the full set of point
 
    grid_sm<3,void> g_sm2(sz_b);
 
    grid_key_dx_iterator<3> kit2(g_sm2);
 
    while (kit2.isNext())
    {
        auto key = kit2.get();
 
        grid.template insert<0>(key) = g_sm2.LinId(key);
 
        ++kit2;
    }
 
    auto it2 = grid.getIterator();
 
    count = 0;
 
    match = true;
 
    while (it2.isNext())
    {
        auto key = it2.get();
 
        // return a grid_key_dx
        auto key_pos = it2.getKeyF();
 
        match &= (grid.template get<0>(key_pos) == g_sm2.LinId(key));
 
        count++;
 
        ++it2;
    }
 
    BOOST_REQUIRE_EQUAL(count,(size_t)20*20*200);
    BOOST_REQUIRE_EQUAL(grid.size(),(size_t)20*20*200);
    BOOST_REQUIRE_EQUAL(match,true);
}
 
BOOST_AUTO_TEST_CASE( sparse_grid_insert_o_test)
{
    size_t sz[3] = {10,10,171};
 
    sgrid_cpu<3,aggregate<float>,HeapMemory> grid(sz);
 
    grid.getBackgroundValue().template get<0>() = 0.0;
 
    size_t ele;
    grid_key_dx<3> key({5,5,90});
 
    auto & flt = grid.insert_o(key,ele).template get<0>();
    flt[ele] = 117.0;
 
    BOOST_REQUIRE_EQUAL(grid.template get<0>(key),117.0);
}
 
 
BOOST_AUTO_TEST_CASE( sparse_grid_sub_grid_it)
{
    size_t sz[3] = {171,171,171};
 
    sgrid_cpu<3,aggregate<float>,HeapMemory> grid(sz);
 
    grid.getBackgroundValue().template get<0>() = 0.0;
 
    grid_sm<3,void> g_sm(sz);
 
    grid_key_dx_iterator<3> kit(g_sm);
 
    while (kit.isNext())
    {
        auto key = kit.get();
 
        grid.template insert<0>(key) = g_sm.LinId(key);
 
        ++kit;
    }
 
    grid_key_dx<3> start({21,21,21});
    grid_key_dx<3> stop({90,90,90});
 
    bool error = false;
    size_t count = 0;
    auto it_sub = grid.getIterator(start,stop);
 
    while (it_sub.isNext())
    {
        auto gkey = it_sub.get();
 
        if (gkey.get(0) < start.get(0) ||
            gkey.get(1) < start.get(1) ||
            gkey.get(2) < start.get(2) ||
            gkey.get(0) > stop.get(0) ||
            gkey.get(1) > stop.get(1) ||
            gkey.get(2) > stop.get(2))
        {
            error = true;
        }
 
        count++;
 
        ++it_sub;
    }
 
    size_t tot = (stop.get(2) - start.get(2) + 1)*(stop.get(1) - start.get(1) + 1)*(stop.get(0) - start.get(0) + 1);
    BOOST_REQUIRE_EQUAL(error,false);
    BOOST_REQUIRE_EQUAL(count,tot);
}
 
 
BOOST_AUTO_TEST_CASE( sparse_grid_sub_grid_it_quarter_sphere)
{
    size_t sz[3] = {501,501,501};
    size_t sz_cell[3] = {500,500,500};
 
    sgrid_cpu<3,aggregate<double,int>,HeapMemory> grid(sz);
 
    grid.getBackgroundValue().template get<0>() = 0.0;
 
    CellDecomposer_sm<3, float, shift<3,float>> cdsm;
 
    Box<3,float> domain({0.0,0.0,0.0},{1.0,1.0,1.0});
 
    cdsm.setDimensions(domain, sz_cell, 0);
 
    fill_sphere(grid,cdsm);
 
    grid_key_dx<3> start({0,0,0});
    grid_key_dx<3> stop({250,250,250});
 
    bool error = false;
    size_t count = 0;
    auto it_sub = grid.getIterator(start,stop);
 
    while (it_sub.isNext())
    {
        auto gkey = it_sub.get();
 
        if (gkey.get(0) < start.get(0) ||
            gkey.get(1) < start.get(1) ||
            gkey.get(2) < start.get(2) ||
            gkey.get(0) > stop.get(0) ||
            gkey.get(1) > stop.get(1) ||
            gkey.get(2) > stop.get(2))
        {
            error = true;
        }
 
        // Check that the point is in the sphere
 
        double radius = (gkey.get(0) - 250)*(gkey.get(0) - 250) +
                        (gkey.get(1) - 250)*(gkey.get(1) - 250) +
                        (gkey.get(2) - 250)*(gkey.get(2) - 250);
 
        radius = sqrt(radius);
 
        if (radius < 150 || radius >= 175)
        {
            // if is not in the radius remove it
            grid.remove(gkey);
        }
 
        count++;
 
        ++it_sub;
    }
 
    BOOST_REQUIRE_EQUAL(error,false);
 
    // We go again across the point now every point out the sphere is an error
 
    count = 0;
    auto it_sub2 = grid.getIterator(start,stop);
 
    while (it_sub2.isNext())
    {
        auto gkey = it_sub2.get();
 
        if (gkey.get(0) < start.get(0) ||
            gkey.get(1) < start.get(1) ||
            gkey.get(2) < start.get(2) ||
            gkey.get(0) > stop.get(0) ||
            gkey.get(1) > stop.get(1) ||
            gkey.get(2) > stop.get(2))
        {
            error = true;
        }
 
        // Check that the point is in the sphere
 
        double radius = (gkey.get(0) - 250)*(gkey.get(0) - 250) +
                        (gkey.get(1) - 250)*(gkey.get(1) - 250) +
                        (gkey.get(2) - 250)*(gkey.get(2) - 250);
 
        radius = sqrt(radius);
 
        if (radius < 150 || radius >= 175)
        {
            error = true;
        }
 
        count++;
 
        ++it_sub2;
    }
 
    BOOST_REQUIRE_EQUAL(error,false);
}
 
BOOST_AUTO_TEST_CASE( sparse_grid_fast_stencil)
{
    size_t sz[3] = {501,501,501};
    size_t sz_cell[3] = {500,500,500};
 
    sgrid_soa<3,aggregate<double,double,int>,HeapMemory> grid(sz);
 
    grid.getBackgroundValue().template get<0>() = 0.0;
 
    CellDecomposer_sm<3, float, shift<3,float>> cdsm;
 
    Box<3,float> domain({0.0,0.0,0.0},{1.0,1.0,1.0});
 
    cdsm.setDimensions(domain, sz_cell, 0);
 
    fill_sphere_quad(grid,cdsm);
 
    grid_key_dx<3> start({1,1,1});
    grid_key_dx<3> stop({499,499,499});
 
    for (int i = 0 ; i < 1 ; i++)
    {
 
    grid.private_get_nnlist().resize(NNStar_c<3>::nNN * grid.private_get_header_inf().size());
    auto it = grid.getBlockIterator<1>(start,stop);
 
    unsigned char mask[decltype(it)::sizeBlockBord];
    __attribute__ ((aligned (32))) double block_bord_src[decltype(it)::sizeBlockBord];
    __attribute__ ((aligned (32))) double block_bord_dst[decltype(it)::sizeBlock];
 
    const Vc::double_v six(6.0);
 
    while (it.isNext())
    {
        it.loadBlockBorder<0,NNStar_c<3>,false>(block_bord_src,mask);
 
        for (int i = 0 ; i < 1 ; i++)
        {
 
        for (int k = it.start_b(2) ; k < it.stop_b(2) ; k++)
        {
            for (int j = it.start_b(1) ; j < it.stop_b(1) ; j++)
            {
                int c = it.LinB(it.start_b(0),j,k);
 
                int xp = c+1;
                int xm = c-1;
 
                int yp = it.LinB(it.start_b(0),j+1,k);
                int ym = it.LinB(it.start_b(0),j-1,k);
 
                int zp = it.LinB(it.start_b(0),j,k+1);
                int zm = it.LinB(it.start_b(0),j,k-1);
 
                for (int i = it.start_b(0) ; i < it.stop_b(0) ; i++)
                {
                    // we do only id exist the point
                    if (mask[c] == false) {continue;}
 
                    bool surround = mask[xp] & mask[xm] & mask[ym] & mask[yp] & mask[zp] & mask[zm];
 
                    double Lap = block_bord_src[xp] + block_bord_src[xm] +
                                       block_bord_src[yp] + block_bord_src[ym] +
                                       block_bord_src[zp] + block_bord_src[zm] - 6.0*block_bord_src[c];
 
                    Lap = (surround)?Lap:6.0;
 
                    block_bord_dst[it.LinB_off(i,j,k)] = Lap;
 
                    c++;
                    xp++;
                    xm++;
                    yp++;
                    ym++;
                    zp++;
                    zm++;
                }
            }
        }
 
        }
 
        it.storeBlock<1>(block_bord_dst);
 
        ++it;
    }
 
    }
 
    bool check = true;
    auto it2 = grid.getIterator();
    while (it2.isNext())
    {
        auto p = it2.get();
 
        check &= grid.template get<1>(p) == 6;
 
        ++it2;
    }
 
    BOOST_REQUIRE_EQUAL(check,true);
    // Check correct-ness
 
//  print_grid("debug_out",grid);
}
 
BOOST_AUTO_TEST_CASE( sparse_grid_fast_stencil_vectorized)
{
    size_t sz[3] = {501,501,501};
    size_t sz_cell[3] = {500,500,500};
 
    sgrid_soa<3,aggregate<double,double,int>,HeapMemory> grid(sz);
 
    grid.getBackgroundValue().template get<0>() = 0.0;
 
    CellDecomposer_sm<3, float, shift<3,float>> cdsm;
 
    Box<3,float> domain({0.0,0.0,0.0},{1.0,1.0,1.0});
 
    cdsm.setDimensions(domain, sz_cell, 0);
 
    fill_sphere_quad(grid,cdsm);
 
    grid_key_dx<3> start({1,1,1});
    grid_key_dx<3> stop({499,499,499});
 
    grid.private_get_nnlist().resize(NNStar_c<3>::nNN * grid.private_get_header_inf().size());
 
    for (int i = 0 ; i < 1 ; i++)
    {
 
    auto it = grid.getBlockIterator<1>(start,stop);
 
    unsigned char mask[decltype(it)::sizeBlockBord];
    unsigned char mask_sum[decltype(it)::sizeBlockBord];
    __attribute__ ((aligned (32))) double block_bord_src[decltype(it)::sizeBlockBord];
    __attribute__ ((aligned (32))) double block_bord_dst[decltype(it)::sizeBlock];
 
    typedef typename boost::mpl::at<decltype(it)::stop_border_vmpl,boost::mpl::int_<0>>::type sz0;
    typedef typename boost::mpl::at<decltype(it)::stop_border_vmpl,boost::mpl::int_<1>>::type sz1;
    typedef typename boost::mpl::at<decltype(it)::stop_border_vmpl,boost::mpl::int_<2>>::type sz2;
 
    const Vc::double_v six(6.0);
 
    while (it.isNext())
    {
        it.loadBlockBorder<0,NNStar_c<3>,false>(block_bord_src,mask);
 
        // Sum the mask
        for (int k = it.start_b(2) ; k < it.stop_b(2) ; k++)
        {
            for (int j = it.start_b(1) ; j < it.stop_b(1) ; j++)
            {
                int c = it.LinB(it.start_b(0),j,k);
 
                int yp = it.LinB(it.start_b(0),j+1,k);
                int ym = it.LinB(it.start_b(0),j-1,k);
 
                int zp = it.LinB(it.start_b(0),j,k+1);
                int zm = it.LinB(it.start_b(0),j,k-1);
 
                for (int i = it.start_b(0) ; i < it.stop_b(0) ; i += sizeof(size_t))
                {
                    size_t cmd = *(size_t *)&mask[c];
 
                    if (cmd == 0) {continue;}
 
                    size_t xpd = *(size_t *)&mask[c+1];
                    size_t xmd = *(size_t *)&mask[c-1];
                    size_t ypd = *(size_t *)&mask[yp];
                    size_t ymd = *(size_t *)&mask[ym];
                    size_t zpd = *(size_t *)&mask[zp];
                    size_t zmd = *(size_t *)&mask[zm];
 
                    size_t sum = xpd + xmd +
                                       ypd + ymd +
                                       zpd + zmd + cmd;
 
                    *(size_t *)&mask_sum[c] = sum;
 
                    c += sizeof(size_t);
                    yp += sizeof(size_t);
                    ym += sizeof(size_t);
                    zp += sizeof(size_t);
                    zm += sizeof(size_t);
                }
            }
        }
 
        for (int k = it.start_b(2) ; k < it.stop_b(2) ; k++)
        {
            for (int j = it.start_b(1) ; j < it.stop_b(1) ; j++)
            {
                int c = it.LinB(it.start_b(0),j,k);
 
                int yp = it.LinB(it.start_b(0),j+1,k);
                int ym = it.LinB(it.start_b(0),j-1,k);
 
                int zp = it.LinB(it.start_b(0),j,k+1);
                int zm = it.LinB(it.start_b(0),j,k-1);
 
                int cd = it.LinB_off(it.start_b(0),j,k);
 
                for (int i = it.start_b(0) ; i < it.stop_b(0) ; i += Vc::double_v::Size)
                {
                    Vc::Mask<double> cmp;
 
                    if (Vc::double_v::Size == 2)
                    {
                            cmp[0] = mask[c] == true;
                            cmp[1] = mask[c+1] ==  true;
                    }
                    else if (Vc::double_v::Size == 4)
                    {
                            cmp[0] = mask[c] == true;
                            cmp[1] = mask[c+1] ==  true;
                            cmp[2] = mask[c+2] == true;
                            cmp[3] = mask[c+3] == true;
                    }
                    else
                    {
                            std::cout << "UNSUPPORTED" << std::endl;
                            exit(1);
                    }
 
 
                    // we do only id exist the point
                    if (Vc::none_of(cmp) == true) {continue;}
 
                    Vc::Mask<double> surround;
 
                    Vc::double_v xpd(&block_bord_src[c+1],Vc::Unaligned);
                    Vc::double_v xmd(&block_bord_src[c-1],Vc::Unaligned);
                    Vc::double_v ypd(&block_bord_src[c+sz0::value],Vc::Unaligned);
                    Vc::double_v ymd(&block_bord_src[c-sz0::value],Vc::Unaligned);
                    Vc::double_v zpd(&block_bord_src[zp],Vc::Unaligned);
                    Vc::double_v zmd(&block_bord_src[zm],Vc::Unaligned);
                    Vc::double_v cmd(&block_bord_src[c],Vc::Unaligned);
 
                    Vc::double_v Lap = xpd + xmd +
                                       ypd + ymd +
                                       zpd + zmd - 6.0*cmd;
 
                    if (Vc::double_v::Size == 2)
                    {
                            surround[0] = (mask_sum[c] == 7);
                            surround[1] = (mask_sum[c+1] ==  7);
                    }
                    else if (Vc::double_v::Size == 4)
                    {
                            surround[0] = (mask_sum[c] == 7);
                            surround[1] = (mask_sum[c+1] ==  7);
                            surround[2] = (mask_sum[c+2] == 7);
                            surround[3] = (mask_sum[c+3] == 7);
                    }
 
                    Lap = Vc::iif(surround,Lap,six);
 
                    Lap.store(&block_bord_dst[cd],cmp,Vc::Aligned);
 
                    c+=Vc::double_v::Size;
                    zp+=Vc::double_v::Size;
                    zm+=Vc::double_v::Size;
                    cd+=Vc::double_v::Size;
                }
            }
        }
 
        it.storeBlock<1>(block_bord_dst);
 
        ++it;
    }
 
    }
 
    bool check = true;
    auto it2 = grid.getIterator();
    while (it2.isNext())
    {
        auto p = it2.get();
 
        check &= grid.template get<1>(p) == 6;
 
        ++it2;
    }
 
    BOOST_REQUIRE_EQUAL(check,true);
    // Check correct-ness
 
    //print_grid("debug_out",grid);
}
 
BOOST_AUTO_TEST_CASE( sparse_grid_fast_stencil_vectorized_block_skip)
{
    size_t sz[3] = {501,501,501};
    size_t sz_cell[3] = {500,500,500};
 
    sgrid_soa<3,aggregate<double,double,int>,HeapMemory> grid(sz);
 
    grid.getBackgroundValue().template get<0>() = 0.0;
 
    CellDecomposer_sm<3, float, shift<3,float>> cdsm;
 
    Box<3,float> domain({0.0,0.0,0.0},{1.0,1.0,1.0});
 
    cdsm.setDimensions(domain, sz_cell, 0);
 
    fill_sphere_quad(grid,cdsm);
 
    grid.reorder();
 
    grid_key_dx<3> start({1,1,1});
    grid_key_dx<3> stop({499,499,499});
 
    for (int i = 0 ; i < 1 ; i++)
    {
 
    auto it = grid.getBlockIterator<1>(start,stop);
 
    auto & datas = grid.private_get_data();
    auto & headers = grid.private_get_header_mask();
 
    typedef typename boost::mpl::at<decltype(it)::stop_border_vmpl,boost::mpl::int_<0>>::type sz0;
    typedef typename boost::mpl::at<decltype(it)::stop_border_vmpl,boost::mpl::int_<1>>::type sz1;
    typedef typename boost::mpl::at<decltype(it)::stop_border_vmpl,boost::mpl::int_<2>>::type sz2;
 
    typedef typename sgrid_soa<3,aggregate<double,double,int>,HeapMemory>::chunking_type chunking;
 
    const Vc::double_v one(1.0);
 
    while (it.isNext())
    {
        // Load
        long int offset_jump[6];
        size_t cid = it.getChunkId();
 
        auto chunk = datas.get(cid);
        auto & mask = headers.get(cid);
 
        bool exist;
        grid_key_dx<3> p = grid.getChunkPos(cid) + grid_key_dx<3>({-1,0,0});
        long int r = grid.getChunk(p,exist);
        offset_jump[0] = (r-cid)*decltype(it)::sizeBlock;
 
        p = grid.getChunkPos(cid) + grid_key_dx<3>({1,0,0});
        r = grid.getChunk(p,exist);
        offset_jump[1] = (r-cid)*decltype(it)::sizeBlock;
 
        p = grid.getChunkPos(cid) + grid_key_dx<3>({0,-1,0});
        r = grid.getChunk(p,exist);
        offset_jump[2] = (r-cid)*decltype(it)::sizeBlock;
 
        p = grid.getChunkPos(cid) + grid_key_dx<3>({0,1,0});
        r = grid.getChunk(p,exist);
        offset_jump[3] = (r-cid)*decltype(it)::sizeBlock;
 
        p = grid.getChunkPos(cid) + grid_key_dx<3>({0,0,-1});
        r = grid.getChunk(p,exist);
        offset_jump[4] = (r-cid)*decltype(it)::sizeBlock;
 
        p = grid.getChunkPos(cid) + grid_key_dx<3>({0,0,1});
        r = grid.getChunk(p,exist);
        offset_jump[5] = (r-cid)*decltype(it)::sizeBlock;
 
        // Load offset jumps
 
        long int s2 = 0;
 
        typedef boost::mpl::at<typename chunking::type,boost::mpl::int_<2>>::type sz;
        typedef boost::mpl::at<typename chunking::type,boost::mpl::int_<1>>::type sy;
        typedef boost::mpl::at<typename chunking::type,boost::mpl::int_<0>>::type sx;
 
        for (int v = 0 ; v < sz::value ; v++)
        {
            for (int j = 0 ; j < sy::value ; j++)
            {
                for (int k = 0 ; k < sx::value ; k += Vc::double_v::Size)
                {
                    // we do only id exist the point
                    if (*(int *)&mask.mask[s2] == 0) {s2 += Vc::double_v::Size; continue;}
 
                    Vc::Mask<double> surround;
 
                    data_il<Vc::double_v::Size> mxm;
                    data_il<Vc::double_v::Size> mxp;
                    data_il<Vc::double_v::Size> mym;
                    data_il<Vc::double_v::Size> myp;
                    data_il<Vc::double_v::Size> mzm;
                    data_il<Vc::double_v::Size> mzp;
 
                    Vc::double_v xm;
                    Vc::double_v xp;
 
                    Vc::double_v cmd(&chunk.template get<0>()[s2]);
 
                    // Load x-1
                    long int sumxm = s2-1;
                    sumxm += (k==0)?offset_jump[0] + sx::value:0;
 
                    // Load x+1
                    long int sumxp = s2+Vc::double_v::Size;
                    sumxp += (k+Vc::double_v::Size == sx::value)?offset_jump[1] - sx::value:0;
 
                    long int sumym = (j == 0)?offset_jump[2] + (sy::value-1)*sx::value:-sx::value;
                    sumym += s2;
                    long int sumyp = (j == sy::value-1)?offset_jump[3] - (sy::value - 1)*sx::value:sx::value;
                    sumyp += s2;
                    long int sumzm = (v == 0)?offset_jump[4] + (sz::value-1)*sx::value*sy::value:-sx::value*sy::value;
                    sumzm += s2;
                    long int sumzp = (v == sz::value-1)?offset_jump[5] - (sz::value - 1)*sx::value*sy::value:sx::value*sy::value;
                    sumzp += s2;
 
                    if (Vc::double_v::Size == 2)
                    {
                        mxm.uc[0] = mask.mask[sumxm];
                        mxm.uc[1] = mask.mask[s2];
 
                        mxp.uc[0] = mask.mask[s2+1];
                        mxp.uc[1] = mask.mask[sumxp];
                    }
                    else if (Vc::double_v::Size == 4)
                    {
                        mxm.uc[0] = mask.mask[sumxm];
                        mxm.uc[1] = mask.mask[s2];
                        mxm.uc[2] = mask.mask[s2+1];
                        mxm.uc[3] = mask.mask[s2+2];
 
                        mxp.uc[0] = mask.mask[s2+1];
                        mxp.uc[1] = mask.mask[s2+2];
                        mxp.uc[2] = mask.mask[s2+3];
                        mxp.uc[3] = mask.mask[sumxp];
                    }
                    else
                    {
                        std::cout << "UNSUPPORTED" << std::endl;
                        exit(1);
                    }
 
                    mym.i = *(int *)&mask.mask[sumym];
                    myp.i = *(int *)&mask.mask[sumyp];
 
                    mzm.i = *(int *)&mask.mask[sumzm];
                    mzp.i = *(int *)&mask.mask[sumzp];
 
                    if (Vc::double_v::Size == 2)
                    {
                        xm[0] = chunk.template get<0>()[sumxm];
                        xm[1] = cmd[0];
 
                        xp[0] = cmd[1];
                        xp[1] = chunk.template get<0>()[sumxp];
                    }
                    else if (Vc::double_v::Size == 4)
                    {
                        xm[0] = chunk.template get<0>()[sumxm];
                        xm[1] = cmd[0];
                        xm[2] = cmd[1];
                        xm[3] = cmd[2];
 
                        xp[0] = cmd[1];
                        xp[1] = cmd[2];
                        xp[2] = cmd[3];
                        xp[3] = chunk.template get<0>()[sumxp];
                    }
 
                    // Load y and z direction
 
                    Vc::double_v ym(&chunk.template get<0>()[sumym],Vc::Aligned);
                    Vc::double_v yp(&chunk.template get<0>()[sumyp],Vc::Aligned);
                    Vc::double_v zm(&chunk.template get<0>()[sumzm],Vc::Aligned);
                    Vc::double_v zp(&chunk.template get<0>()[sumzp],Vc::Aligned);
 
                    // Calculate
 
                    data_il<Vc::double_v::Size> tot_m;
                    tot_m.i = mxm.i + mxp.i + mym.i + myp.i + mzm.i + mzp.i;
 
                    if (Vc::double_v::Size == 2)
                    {
                        surround[0] = (tot_m.uc[0] == 6);
                        surround[1] = (tot_m.uc[1] == 6);
                    }
                    else if (Vc::double_v::Size == 4)
                    {
                        surround[0] = (tot_m.uc[0] == 6);
                        surround[1] = (tot_m.uc[1] == 6);
                        surround[2] = (tot_m.uc[2] == 6);
                        surround[3] = (tot_m.uc[3] == 6);
                    }
 
                    Vc::double_v Lap = xp + xm +
                                       yp + ym +
                                       zp + zm - 6.0*cmd;
 
                    Lap = Vc::iif(surround,Lap,one);
 
                    Lap.store(&chunk.template get<1>()[s2],Vc::Aligned);
 
                    s2 += Vc::double_v::Size;
                }
            }
        }
 
        ++it;
    }
 
    }
 
    int tot_six = 0;
    int tot_one = 0;
 
    bool check = true;
    auto it2 = grid.getIterator();
    while (it2.isNext())
    {
        auto p = it2.get();
 
        check &= (grid.template get<1>(p) == 6 || grid.template get<1>(p) == 1);
 
        if (grid.template get<1>(p) == 1)
        {
            tot_one++;
        }
 
        if (grid.template get<1>(p) == 6)
        {
            tot_six++;
        }
 
        ++it2;
    }
 
    BOOST_REQUIRE_EQUAL(check,true);
    BOOST_REQUIRE_EQUAL(tot_six,15857813);
    BOOST_REQUIRE_EQUAL(tot_one,2977262);
    // Check correct-ness
 
    //print_grid("debug_out",grid);
}
 
BOOST_AUTO_TEST_CASE( sparse_grid_fast_stencil_vectorized_simplified)
{
    size_t sz[3] = {501,501,501};
    size_t sz_cell[3] = {500,500,500};
 
    sgrid_soa<3,aggregate<double,double,int>,HeapMemory> grid(sz);
 
    grid.getBackgroundValue().template get<0>() = 0.0;
 
    CellDecomposer_sm<3, float, shift<3,float>> cdsm;
 
    Box<3,float> domain({0.0,0.0,0.0},{1.0,1.0,1.0});
 
    cdsm.setDimensions(domain, sz_cell, 0);
 
    fill_sphere_quad(grid,cdsm);
 
    grid_key_dx<3> start({1,1,1});
    grid_key_dx<3> stop({250,250,250});
 
    for (int i = 0 ; i < 1 ; i++)
    {
 
        int stencil[6][3] = {{1,0,0},{-1,0,0},{0,-1,0},{0,1,0},{0,0,-1},{0,0,1}};
 
        grid.conv<0,1,1>(stencil,start,stop,[](Vc::double_v (& xs)[7], unsigned char * mask_sum){
                                                                    Vc::double_v Lap = xs[1] + xs[2] +
                                                                                       xs[3] + xs[4] +
                                                                                       xs[5] + xs[6] - 6.0*xs[0];
 
                                                                    auto surround = load_mask<Vc::double_v>(mask_sum);
 
                                                                    auto sur_mask = (surround == 6.0);
 
                                                                    Lap = Vc::iif(sur_mask,Lap,Vc::double_v(1.0));
 
                                                                    return Lap;
                                                                 });
    }
 
    int tot_six = 0;
    int tot_one = 0;
 
    bool check = true;
    auto it2 = grid.getIterator(start,stop);
    while (it2.isNext())
    {
        auto p = it2.get();
 
        check &= (grid.template get<1>(p) == 6 || grid.template get<1>(p) == 1);
 
        // Check the six should be a six
        auto xp = p.move(0,1);
        auto xm = p.move(0,-1);
 
        auto yp = p.move(1,1);
        auto ym = p.move(1,-1);
 
        auto zp = p.move(2,1);
        auto zm = p.move(2,-1);
 
        bool is_six;
        if (grid.existPoint(xp) && grid.existPoint(xm) &&
            grid.existPoint(yp) && grid.existPoint(ym) &&
            grid.existPoint(zp) && grid.existPoint(zm))
        {
            is_six = true;
        }
        else
        {
            is_six = false;
        }
 
        if (is_six == true && grid.template get<1>(p) != 6.0)
        {
            check = false;
            break;
        }
 
        if (grid.template get<1>(p) == 1)
        {
            tot_one++;
        }
 
        if (grid.template get<1>(p) == 6)
        {
            tot_six++;
        }
 
        ++it2;
    }
 
    BOOST_REQUIRE_EQUAL(check,true);
    BOOST_REQUIRE_EQUAL(tot_six,2020091);
    BOOST_REQUIRE_EQUAL(tot_one,376791);
    // Check correct-ness
 
//  print_grid("debug_out.vtk",grid);
}
 
BOOST_AUTO_TEST_CASE( sparse_grid_fast_stencil_vectorized_cross_simplified)
{
    size_t sz[3] = {501,501,501};
    size_t sz_cell[3] = {500,500,500};
 
    sgrid_soa<3,aggregate<double,double,int>,HeapMemory> grid(sz);
 
    grid.getBackgroundValue().template get<0>() = 0.0;
 
    CellDecomposer_sm<3, float, shift<3,float>> cdsm;
 
    Box<3,float> domain({0.0,0.0,0.0},{1.0,1.0,1.0});
 
    cdsm.setDimensions(domain, sz_cell, 0);
 
    fill_sphere_quad(grid,cdsm);
 
    //grid.reorder();
 
    grid_key_dx<3> start({1,1,1});
    grid_key_dx<3> stop({499,499,499});
 
    for (int i = 0 ; i < 1 ; i++)
    {
        grid.conv_cross<0,1,1>(start,stop,[]( Vc::double_v & cmd, cross_stencil_v<double> & s,
                                              unsigned char * mask_sum){
 
                                                                    Vc::double_v Lap = s.xm + s.xp +
                                                                                       s.ym + s.yp +
                                                                                       s.zm + s.zp - 6.0*cmd;
 
                                                                    Vc::Mask<double> surround;
 
                                                                    for (int i = 0 ; i < Vc::double_v::Size ; i++)
                                                                    {surround[i] = (mask_sum[i] == 6);}
 
                                                                    Lap = Vc::iif(surround,Lap,Vc::double_v(1.0));
 
                                                                    return Lap;
                                                                 });
    }
 
    int tot_six = 0;
    int tot_one = 0;
 
    bool check = true;
    auto it2 = grid.getIterator(start,stop);
    while (it2.isNext())
    {
        auto p = it2.get();
 
        check &= (grid.template get<1>(p) == 6 || grid.template get<1>(p) == 1);
 
        // Check the six should be a six
        auto xp = p.move(0,1);
        auto xm = p.move(0,-1);
 
        auto yp = p.move(1,1);
        auto ym = p.move(1,-1);
 
        auto zp = p.move(2,1);
        auto zm = p.move(2,-1);
 
        bool is_six;
        if (grid.existPoint(xp) && grid.existPoint(xm) &&
            grid.existPoint(yp) && grid.existPoint(ym) &&
            grid.existPoint(zp) && grid.existPoint(zm))
        {
            is_six = true;
        }
        else
        {
            is_six = false;
        }
 
        if (is_six == true && grid.template get<1>(p) != 6.0)
        {
            check = false;
            break;
        }
 
        if (grid.template get<1>(p) == 1)
        {
            tot_one++;
        }
 
        if (grid.template get<1>(p) == 6)
        {
            tot_six++;
        }
 
        ++it2;
    }
 
    BOOST_REQUIRE_EQUAL(check,true);
    BOOST_REQUIRE_EQUAL(tot_six,15857813);
    BOOST_REQUIRE_EQUAL(tot_one,2977262);
    // Check correct-ness
 
//  print_grid("debug_out",grid);
}
 
BOOST_AUTO_TEST_CASE( sparse_grid_fast_stencil_vectorized_cross_simplified_float)
{
    size_t sz[3] = {501,501,501};
    size_t sz_cell[3] = {500,500,500};
 
    sgrid_soa<3,aggregate<float,float,int>,HeapMemory> grid(sz);
 
    grid.getBackgroundValue().template get<0>() = 0.0;
 
    CellDecomposer_sm<3, float, shift<3,float>> cdsm;
 
    Box<3,float> domain({0.0,0.0,0.0},{1.0,1.0,1.0});
 
    cdsm.setDimensions(domain, sz_cell, 0);
 
    fill_sphere_quad(grid,cdsm);
 
    //grid.reorder();
 
    grid_key_dx<3> start({1,1,1});
    grid_key_dx<3> stop({499,499,499});
 
    for (int i = 0 ; i < 1 ; i++)
    {
        grid.conv_cross<0,1,1>(start,stop,[]( Vc::float_v & cmd, cross_stencil_v<float> & s,
                                              unsigned char * mask_sum){
 
                                                                    Vc::float_v Lap = s.xm + s.xp +
                                                                                       s.ym + s.yp +
                                                                                       s.zm + s.zp - 6.0f*cmd;
 
                                                                    Vc::Mask<float> surround;
 
                                                                    for (int i = 0 ; i < Vc::float_v::Size ; i++)
                                                                    {surround[i] = (mask_sum[i] == 6);}
 
                                                                    Lap = Vc::iif(surround,Lap,Vc::float_v(1.0f));
 
                                                                    return Lap;
                                                                 });
    }
 
    int tot_six = 0;
    int tot_one = 0;
 
    bool check = true;
    auto it2 = grid.getIterator(start,stop);
    while (it2.isNext())
    {
        auto p = it2.get();
 
        check &= (grid.template get<1>(p) == 6 || grid.template get<1>(p) == 1);
 
        // Check the six should be a six
        auto xp = p.move(0,1);
        auto xm = p.move(0,-1);
 
        auto yp = p.move(1,1);
        auto ym = p.move(1,-1);
 
        auto zp = p.move(2,1);
        auto zm = p.move(2,-1);
 
        bool is_six;
        if (grid.existPoint(xp) && grid.existPoint(xm) &&
            grid.existPoint(yp) && grid.existPoint(ym) &&
            grid.existPoint(zp) && grid.existPoint(zm))
        {
            is_six = true;
        }
        else
        {
            is_six = false;
        }
 
        if (is_six == true && grid.template get<1>(p) != 6.0)
        {
            check = false;
            break;
        }
 
        if (grid.template get<1>(p) == 1)
        {
            tot_one++;
        }
 
        if (grid.template get<1>(p) == 6)
        {
            tot_six++;
        }
 
        ++it2;
    }
 
    BOOST_REQUIRE_EQUAL(check,true);
    BOOST_REQUIRE_EQUAL(tot_six,15857813);
    BOOST_REQUIRE_EQUAL(tot_one,2977262);
    // Check correct-ness
 
//  print_grid("debug_out",grid);
}
 
constexpr int x = 0;
constexpr int y = 1;
constexpr int z = 2;
 
BOOST_AUTO_TEST_CASE( sparse_grid_fast_stencil_vectorized_cross_simplified_ids)
{
    size_t sz[3] = {501,501,501};
    size_t sz_cell[3] = {500,500,500};
 
    sgrid_soa<3,aggregate<double,double,int>,HeapMemory> grid(sz);
 
    grid.getBackgroundValue().template get<0>() = 0.0;
 
    CellDecomposer_sm<3, float, shift<3,float>> cdsm;
 
    Box<3,float> domain({0.0,0.0,0.0},{1.0,1.0,1.0});
 
    cdsm.setDimensions(domain, sz_cell, 0);
 
    fill_sphere_quad(grid,cdsm);
 
    //grid.reorder();
 
    grid_key_dx<3> start({1,1,1});
    grid_key_dx<3> stop({499,499,499});
 
    for (int i = 0 ; i < 1 ; i++)
    {
        grid.conv_cross_ids<1,double>(start,stop,[](auto & grid, auto & ids,
                                           unsigned char * mask_sum){
                                                                    Vc::double_v cmd;
 
                                                                    Vc::double_v xm;
                                                                    Vc::double_v xp;
                                                                    Vc::double_v ym;
                                                                    Vc::double_v yp;
                                                                    Vc::double_v zm;
                                                                    Vc::double_v zp;
 
                                                                    load_crs<x,-1,0>(xm,grid,ids);
                                                                    load_crs<x,1,0>(xp,grid,ids);
                                                                    load_crs<y,-1,0>(ym,grid,ids);
                                                                    load_crs<y,1,0>(yp,grid,ids);
                                                                    load_crs<z,-1,0>(zm,grid,ids);
                                                                    load_crs<z,1,0>(zp,grid,ids);
                                                                    load_crs<x,0,0>(cmd,grid,ids);
 
                                                                    Vc::double_v Lap = xm + xp +
                                                                                       ym + yp +
                                                                                       zm + zp - 6.0*cmd;
 
                                                                    Vc::Mask<double> surround;
 
                                                                    for (int i = 0 ; i < Vc::double_v::Size ; i++)
                                                                    {surround[i] = (mask_sum[i] == 6);}
 
                                                                    Lap = Vc::iif(surround,Lap,Vc::double_v(1.0));
 
                                                                    store_crs<1>(grid,Lap,ids);
                                                                 });
    }
 
    int tot_six = 0;
    int tot_one = 0;
 
    bool check = true;
    auto it2 = grid.getIterator(start,stop);
    while (it2.isNext())
    {
        auto p = it2.get();
 
        check &= (grid.template get<1>(p) == 6 || grid.template get<1>(p) == 1);
 
        // Check the six should be a six
        auto xp = p.move(0,1);
        auto xm = p.move(0,-1);
 
        auto yp = p.move(1,1);
        auto ym = p.move(1,-1);
 
        auto zp = p.move(2,1);
        auto zm = p.move(2,-1);
 
        bool is_six;
        if (grid.existPoint(xp) && grid.existPoint(xm) &&
            grid.existPoint(yp) && grid.existPoint(ym) &&
            grid.existPoint(zp) && grid.existPoint(zm))
        {
            is_six = true;
        }
        else
        {
            is_six = false;
        }
 
        if (is_six == true && grid.template get<1>(p) != 6.0)
        {
            check = false;
            break;
        }
 
        if (grid.template get<1>(p) == 1)
        {
            tot_one++;
        }
 
        if (grid.template get<1>(p) == 6)
        {
            tot_six++;
        }
 
        ++it2;
    }
 
    BOOST_REQUIRE_EQUAL(check,true);
    BOOST_REQUIRE_EQUAL(tot_six,15857813);
    BOOST_REQUIRE_EQUAL(tot_one,2977262);
    // Check correct-ness
 
//  print_grid("debug_out",grid);
}
 
BOOST_AUTO_TEST_CASE( sparse_grid_fast_stencil_vectorized_cross_simplified_ids_vector)
{
    size_t sz[3] = {501,501,501};
    size_t sz_cell[3] = {500,500,500};
 
    sgrid_soa<3,aggregate<double,double,int,double[3],double[3]>,HeapMemory> grid(sz);
 
    grid.getBackgroundValue().template get<0>() = 0.0;
 
    CellDecomposer_sm<3, float, shift<3,float>> cdsm;
 
    Box<3,float> domain({0.0,0.0,0.0},{1.0,1.0,1.0});
 
    cdsm.setDimensions(domain, sz_cell, 0);
 
    fill_sphere_quad_v(grid,cdsm);
 
    //grid.reorder();
 
    grid_key_dx<3> start({1,1,1});
    grid_key_dx<3> stop({499,499,499});
 
    for (int i = 0 ; i < 1 ; i++)
    {
        grid.conv_cross_ids<1,double>(start,stop,[](auto & grid, auto & ids,
                                           unsigned char * mask_sum){
                                                                    Vc::double_v cmd;
 
                                                                    Vc::double_v xm;
                                                                    Vc::double_v xp;
                                                                    Vc::double_v ym;
                                                                    Vc::double_v yp;
                                                                    Vc::double_v zm;
                                                                    Vc::double_v zp;
 
                                                                    load_crs<x,-1,0>(xm,grid,ids);
                                                                    load_crs<x,1,0>(xp,grid,ids);
                                                                    load_crs<y,-1,0>(ym,grid,ids);
                                                                    load_crs<y,1,0>(yp,grid,ids);
                                                                    load_crs<z,-1,0>(zm,grid,ids);
                                                                    load_crs<z,1,0>(zp,grid,ids);
                                                                    load_crs<x,0,0>(cmd,grid,ids);
 
                                                                    Vc::double_v Lap = xm + xp +
                                                                                       ym + yp +
                                                                                       zm + zp - 6.0*cmd;
 
                                                                    // Lap for the vector
 
                                                                    load_crs_v<x,-1,x,3>(xm,grid,ids);
                                                                    load_crs_v<x,1,x,3>(xp,grid,ids);
                                                                    load_crs_v<y,-1,x,3>(ym,grid,ids);
                                                                    load_crs_v<y,1,x,3>(yp,grid,ids);
                                                                    load_crs_v<z,-1,x,3>(zm,grid,ids);
                                                                    load_crs_v<z,1,x,3>(zp,grid,ids);
                                                                    load_crs_v<x,0,x,3>(cmd,grid,ids);
 
                                                                    Vc::double_v Lap_x = xm + xp +
                                                                                       ym + yp +
                                                                                       zm + zp - 6.0*cmd;
 
                                                                    load_crs_v<x,-1,y,3>(xm,grid,ids);
                                                                    load_crs_v<x,1,y,3>(xp,grid,ids);
                                                                    load_crs_v<y,-1,y,3>(ym,grid,ids);
                                                                    load_crs_v<y,1,y,3>(yp,grid,ids);
                                                                    load_crs_v<z,-1,y,3>(zm,grid,ids);
                                                                    load_crs_v<z,1,y,3>(zp,grid,ids);
                                                                    load_crs_v<x,0,y,3>(cmd,grid,ids);
 
                                                                    Vc::double_v Lap_y = xm + xp +
                                                                                       ym + yp +
                                                                                       zm + zp - 6.0*cmd;
 
                                                                    load_crs_v<x,-1,z,3>(xm,grid,ids);
                                                                    load_crs_v<x,1,z,3>(xp,grid,ids);
                                                                    load_crs_v<y,-1,z,3>(ym,grid,ids);
                                                                    load_crs_v<y,1,z,3>(yp,grid,ids);
                                                                    load_crs_v<z,-1,z,3>(zm,grid,ids);
                                                                    load_crs_v<z,1,z,3>(zp,grid,ids);
                                                                    load_crs_v<x,0,z,3>(cmd,grid,ids);
 
                                                                    Vc::double_v Lap_z = xm + xp +
                                                                                       ym + yp +
                                                                                       zm + zp - 6.0*cmd;
 
                                                                    Vc::Mask<double> surround;
 
                                                                    for (int i = 0 ; i < Vc::double_v::Size ; i++)
                                                                    {surround[i] = (mask_sum[i] == 6);}
 
                                                                    Lap = Vc::iif(surround,Lap,Vc::double_v(1.0));
                                                                    Lap_x = Vc::iif(surround,Lap_x,Vc::double_v(1.0));
                                                                    Lap_y = Vc::iif(surround,Lap_y,Vc::double_v(1.0));
                                                                    Lap_z = Vc::iif(surround,Lap_z,Vc::double_v(1.0));
 
                                                                    store_crs<1>(grid,Lap,ids);
                                                                    store_crs_v<4,x>(grid,Lap_x,ids);
                                                                    store_crs_v<4,y>(grid,Lap_y,ids);
                                                                    store_crs_v<4,z>(grid,Lap_z,ids);
                                                                 });
    }
 
    int tot_six = 0;
    int tot_one = 0;
 
    bool check = true;
    auto it2 = grid.getIterator(start,stop);
    while (it2.isNext())
    {
        auto p = it2.get();
 
        check &= (grid.template get<1>(p) == 6 || grid.template get<1>(p) == 1);
        check &= (grid.template get<4>(p)[0] == 6 || grid.template get<4>(p)[0] == 1);
        check &= (grid.template get<4>(p)[1] == 6 || grid.template get<4>(p)[1] == 1);
        check &= (grid.template get<4>(p)[2] == 6 || grid.template get<4>(p)[2] == 1);
 
        // Check the six should be a six
        auto xp = p.move(0,1);
        auto xm = p.move(0,-1);
 
        auto yp = p.move(1,1);
        auto ym = p.move(1,-1);
 
        auto zp = p.move(2,1);
        auto zm = p.move(2,-1);
 
        bool is_six;
        if (grid.existPoint(xp) && grid.existPoint(xm) &&
            grid.existPoint(yp) && grid.existPoint(ym) &&
            grid.existPoint(zp) && grid.existPoint(zm))
        {
            is_six = true;
        }
        else
        {
            is_six = false;
        }
 
        if (is_six == true && grid.template get<1>(p) != 6.0)
        {
            check = false;
            break;
        }
 
        if (is_six == true && grid.template get<4>(p)[0] != 6.0)
        {
            check = false;
            break;
        }
 
        if (is_six == true && grid.template get<4>(p)[1] != 6.0)
        {
            check = false;
            break;
        }
 
        if (is_six == true && grid.template get<4>(p)[2] != 6.0)
        {
            check = false;
            break;
        }
 
        if (grid.template get<1>(p) == 1)
        {
            tot_one++;
        }
 
        if (grid.template get<1>(p) == 6)
        {
            tot_six++;
        }
 
        ++it2;
    }
 
    BOOST_REQUIRE_EQUAL(check,true);
    BOOST_REQUIRE_EQUAL(tot_six,15857813);
    BOOST_REQUIRE_EQUAL(tot_one,2977262);
    // Check correct-ness
 
//  print_grid("debug_out",grid);
}
 
BOOST_AUTO_TEST_CASE( sparse_grid_slow_stencil)
{
    size_t sz[3] = {501,501,501};
    size_t sz_cell[3] = {500,500,500};
 
    sgrid_cpu<3,aggregate<double,double,int>,HeapMemory> grid(sz);
 
    grid.getBackgroundValue().template get<0>() = 0.0;
 
    CellDecomposer_sm<3, float, shift<3,float>> cdsm;
 
    Box<3,float> domain({0.0,0.0,0.0},{1.0,1.0,1.0});
 
    cdsm.setDimensions(domain, sz_cell, 0);
 
    fill_sphere_quad(grid,cdsm);
 
    grid_key_dx<3> start({1,1,1});
    grid_key_dx<3> stop({499,499,499});
 
    for (int i = 0 ; i < 1 ; i++)
    {
 
    auto it = grid.getIterator();
 
    while (it.isNext())
    {
        // center point
        auto p = it.get();
 
        // plus,minus X,Y,Z
        auto mx = p.move(0,-1);
        auto px = p.move(0,1);
        auto my = p.move(1,-1);
        auto py = p.move(1,1);
        auto mz = p.move(2,-1);
        auto pz = p.move(2,1);
 
        bool surround = grid.existPoint(mx) & grid.existPoint(px) & grid.existPoint(py) & grid.existPoint(my) & grid.existPoint(mz) & grid.existPoint(pz);
 
        double Lap = grid.template get<0>(mz) + grid.template get<0>(pz) +
                     grid.template get<0>(my) + grid.template get<0>(py) +
                     grid.template get<0>(mx) + grid.template get<0>(px) - 6.0*grid.template get<0>(p);
 
        grid.template insert<1>(p) = (surround)?Lap:6.0;
 
        ++it;
    }
 
    }
 
    bool check = true;
    auto it2 = grid.getIterator();
    while (it2.isNext())
    {
        auto p = it2.get();
 
        check &= grid.template get<1>(p) == 6;
 
        ++it2;
    }
 
    BOOST_REQUIRE_EQUAL(check,true);
    // Check correct-ness
    //grid.write("debug_out");
}
 
template<typename sgrid> void Test_unpack_and_check_full(sgrid & grid)
{
    grid_key_dx<3> end;
    grid_key_dx<3> zero({0,0,0});
    size_t req2 = 0;
    size_t req3 = 0;
    size_t sz[3];
 
    for (size_t i = 0 ; i < 3 ; i++)
    {
        end.set_d(i,grid.getGrid().size(i) - 1);
        sz[i] = 0;
    }
 
    grid.template packRequest<0>(req2);
    auto sub_it = grid.getIterator(zero,end);
    grid.template packRequest<0>(sub_it,req3);
 
    BOOST_REQUIRE_EQUAL(req2,req3);
 
    Pack_stat sts2;
    Pack_stat sts3;
 
    // allocate the memory 2
    HeapMemory pmem2;
    pmem2.allocate(req2);
    ExtPreAlloc<HeapMemory> & mem2 = *(new ExtPreAlloc<HeapMemory>(req2,pmem2));
    mem2.incRef();
 
    // allocate the memory 3
    HeapMemory pmem3;
    pmem3.allocate(req3);
    ExtPreAlloc<HeapMemory> & mem3 = *(new ExtPreAlloc<HeapMemory>(req3,pmem3));
    mem3.incRef();
 
    grid.template pack<0>(mem2,sts2);
    grid.template pack<0>(mem3,sub_it,sts3);
 
    BOOST_REQUIRE_EQUAL(mem2.size(),mem3.size());
 
    bool check = true;
 
    char * p2 = (char *)pmem2.getPointer();
    char * p3 = (char *)pmem3.getPointer();
 
    for (size_t i = 0 ; i < mem2.size(); i++)
    {
        check &= (p2[i] == p3[i]);
    }
 
    BOOST_REQUIRE_EQUAL(check,true);
 
    // Unpack on a Sparse grid without information
 
    Unpack_stat ps;
    sgrid empty(sz);
 
    empty.template unpack<0>(mem3,ps);
 
    BOOST_REQUIRE_EQUAL(empty.getGrid().size(0),grid.getGrid().size(0));
    BOOST_REQUIRE_EQUAL(empty.getGrid().size(1),grid.getGrid().size(1));
    BOOST_REQUIRE_EQUAL(empty.getGrid().size(2),grid.getGrid().size(2));
 
    auto it = empty.getIterator();
 
    while (it.isNext())
    {
        auto p = it.get();
 
        check &= (grid.template get<0>(p) == empty.template get<0>(p));
 
        ++it;
    }
 
    BOOST_REQUIRE_EQUAL(check,true);
}
 
 
template<typename sgrid> void Test_unpack_and_check_full_noprp(sgrid & grid)
{
    grid_key_dx<3> end;
    grid_key_dx<3> zero({0,0,0});
    size_t req2 = 0;
    size_t req3 = 0;
    size_t sz[3];
 
    for (size_t i = 0 ; i < 3 ; i++)
    {
        end.set_d(i,grid.getGrid().size(i) - 1);
        sz[i] = 0;
    }
 
    grid.template packRequest(req2);
    auto sub_it = grid.getIterator(zero,end);
    grid.template packRequest<0,1>(sub_it,req3);
 
    BOOST_REQUIRE_EQUAL(req2,req3);
 
    Pack_stat sts2;
    Pack_stat sts3;
 
    // allocate the memory 2
    HeapMemory pmem2;
    pmem2.allocate(req2);
    ExtPreAlloc<HeapMemory> & mem2 = *(new ExtPreAlloc<HeapMemory>(req2,pmem2));
    mem2.incRef();
 
    // allocate the memory 3
    HeapMemory pmem3;
    pmem3.allocate(req3);
    ExtPreAlloc<HeapMemory> & mem3 = *(new ExtPreAlloc<HeapMemory>(req3,pmem3));
    mem3.incRef();
 
    mem2.fill(0);
    mem3.fill(0);
 
    grid.template pack(mem2,sts2);
    grid.template pack<0,1>(mem3,sub_it,sts3);
 
    BOOST_REQUIRE_EQUAL(mem2.size(),mem3.size());
 
    bool check = true;
 
    char * p2 = (char *)pmem2.getPointer();
    char * p3 = (char *)pmem3.getPointer();
 
    for (size_t i = 0 ; i < mem2.size(); i++)
    {
        check &= (p2[i] == p3[i]);
    }
 
    BOOST_REQUIRE_EQUAL(check,true);
 
    // Unpack on a Sparse grid without information
 
    Unpack_stat ps;
    sgrid empty(sz);
 
    empty.template unpack(mem2,ps);
 
    BOOST_REQUIRE_EQUAL(empty.getGrid().size(0),grid.getGrid().size(0));
    BOOST_REQUIRE_EQUAL(empty.getGrid().size(1),grid.getGrid().size(1));
    BOOST_REQUIRE_EQUAL(empty.getGrid().size(2),grid.getGrid().size(2));
 
    auto it = empty.getIterator();
 
    while (it.isNext())
    {
        auto p = it.get();
 
        check &= (grid.template get<0>(p) == empty.template get<0>(p));
 
        ++it;
    }
 
    BOOST_REQUIRE_EQUAL(check,true);
}
 
template<typename sgrid> void Test_unpack_and_check(sgrid & grid, sgrid & grid2, size_t (& sz_cell)[3])
{
    grid.getBackgroundValue().template get<0>() = 0.0;
 
    grid_key_dx<3> start({0,0,0});
    grid_key_dx<3> stop({250,250,250});
 
    Box<3,size_t> bx({0,0,0},{250,250,250});
 
    auto sub_it = grid.getIterator(start,stop);
    size_t req = 0;
    grid.template packRequest<0>(sub_it,req);
 
    // allocate the memory
    HeapMemory pmem;
    pmem.allocate(req);
    ExtPreAlloc<HeapMemory> & mem = *(new ExtPreAlloc<HeapMemory>(req,pmem));
    mem.incRef();
 
    Pack_stat sts;
 
    grid.template pack<0>(mem,sub_it,sts);
 
    // now we unpack on another grid
 
    int ctx = 0;
    Unpack_stat usts;
    grid2.template unpack<0>(mem,sub_it,usts,ctx,rem_copy_opt::NONE_OPT);
 
    bool match = true;
    auto it = grid.getIterator();
 
    while (it.isNext())
    {
        auto key = it.get();
 
        if (bx.isInside(key.toPoint()) == true)
        {match &= grid.template get<0>(key) == grid2.template get<0>(key);}
 
        ++it;
    }
 
    BOOST_REQUIRE_EQUAL(match,true);
}
 
BOOST_AUTO_TEST_CASE( sparse_grid_sub_grid_it_packing)
{
    size_t sz[3] = {501,501,501};
    size_t sz_cell[3] = {500,500,500};
 
    sgrid_cpu<3,aggregate<double,int>,HeapMemory> grid(sz);
    sgrid_cpu<3,aggregate<double,int>,HeapMemory> grid2(sz);
    sgrid_cpu<3,aggregate<double,int>,HeapMemory> grid3(sz);
 
    CellDecomposer_sm<3, float, shift<3,float>> cdsm;
 
    Box<3,float> domain({0.0,0.0,0.0},{1.0,1.0,1.0});
 
    cdsm.setDimensions(domain, sz_cell, 0);
 
    fill_sphere(grid,cdsm);
 
    Test_unpack_and_check(grid,grid2,sz_cell);
 
    grid_key_dx<3> start({251,251,251});
    grid_key_dx<3> stop({490,490,490});
 
 
    size_t cnt2 = 0;
 
    auto sub_it = grid.getIterator(start,stop);
 
    while (sub_it.isNext())
    {
        auto p = sub_it.get();
 
        grid3.template insert<0>(p) = grid.template get<0>(p);
        grid3.template insert<1>(p) = grid.template get<1>(p);
 
        cnt2++;
 
        ++sub_it;
    }
 
    Test_unpack_and_check(grid,grid3,sz_cell);
 
    grid_key_dx<3> start2({251,251,251});
    grid_key_dx<3> stop2({490,490,490});
 
    size_t cnt = 0;
 
    auto sub_it2 = grid.getIterator(start2,stop2);
 
    bool match = true;
 
    while (sub_it2.isNext())
    {
        auto p = sub_it2.get();
 
        match &= grid3.template insert<0>(p) == grid.template get<0>(p);
        match &= grid3.template insert<1>(p) == grid.template get<1>(p);
 
        cnt++;
 
        ++sub_it2;
    }
 
    BOOST_REQUIRE_EQUAL(match,true);
    BOOST_REQUIRE_EQUAL(cnt,cnt2);
}
 
 
BOOST_AUTO_TEST_CASE( sparse_grid_remove_area)
{
    size_t sz[3] = {501,501,501};
 
    sgrid_cpu<3,aggregate<double,int>,HeapMemory> grid(sz);
 
    Box<3,float> domain({0.0,0.0,0.0},{1.0,1.0,1.0});
 
 
    Box<3,size_t> bx_create({100,100,100},{400,400,400});
    Box<3,long int> bx_delete({150,150,150},{350,350,350});
 
    grid_sm<3,void> gs(sz);
    grid_key_dx_iterator_sub<3> sub(gs,bx_create.getKP1(),bx_create.getKP2());
 
    while (sub.isNext())
    {
        auto p = sub.get();
 
        grid.template insert<0>(p) = 1.0;
 
        ++sub;
    }
 
    grid.remove(bx_delete);
 
    bool check = true;
 
    size_t cnt = 0;
    auto it2 = grid.getIterator(bx_create.getKP1(),bx_create.getKP2());
    while (it2.isNext())
    {
        auto p = it2.get();
 
        check &= bx_delete.isInside(p.toPoint()) == false;
 
        cnt++;
 
        ++it2;
    }
 
    BOOST_REQUIRE_EQUAL(check,true);
 
    BOOST_REQUIRE_EQUAL(cnt,bx_create.getVolumeKey() - bx_delete.getVolumeKey());
}
 
BOOST_AUTO_TEST_CASE( sparse_grid_copy_to)
{
    size_t sz[3] = {501,501,501};
 
    sgrid_cpu<3,aggregate<double,int>,HeapMemory> grid(sz);
 
    grid.getBackgroundValue().template get<0>() = 0.0;
 
    size_t sz_g2[3] = {259,27,27};
    sgrid_cpu<3,aggregate<double,int>,HeapMemory> grid2(sz_g2);
 
    grid_key_dx_iterator<3> key_it(grid2.getGrid());
    auto gs = grid2.getGrid();
 
    while (key_it.isNext())
    {
        auto key = key_it.get();
 
        grid2.insert<0>(key) = gs.LinId(key);
 
        ++key_it;
    }
 
    Box<3,size_t> bx_src({1,1,1},{255,23,23});
    Box<3,size_t> bx_dst({5,5,5},{259,27,27});
 
    grid.copy_to(grid2,bx_src,bx_dst);
 
    BOOST_REQUIRE(grid.size() != 0);
    BOOST_REQUIRE_EQUAL(grid.size(),bx_dst.getVolumeKey());
 
    bool match = true;
    auto it_check = grid.getIterator(bx_dst.getKP1(),bx_dst.getKP2());
 
    while (it_check.isNext())
    {
        auto key = it_check.get();
 
        grid_key_dx<3> key2 = key - bx_dst.getKP1();
        key2 += bx_src.getKP1();
 
        if (grid.template get<0>(key) != gs.LinId(key2))
        {match = false;}
 
        ++it_check;
    }
 
    BOOST_REQUIRE_EQUAL(match,true);
 
    bx_dst += Point<3,size_t>({0,40,40});
    grid.copy_to(grid2,bx_src,bx_dst);
 
    BOOST_REQUIRE(grid.size() != 0);
    BOOST_REQUIRE_EQUAL(grid.size(),2*bx_dst.getVolumeKey());
 
    match = true;
    auto it_check2 = grid.getIterator(bx_dst.getKP1(),bx_dst.getKP2());
 
    while (it_check2.isNext())
    {
        auto key = it_check2.get();
 
        grid_key_dx<3> key2 = key - bx_dst.getKP1();
        key2 += bx_src.getKP1();
 
        if (grid.template get<0>(key) != gs.LinId(key2))
        {match = false;}
 
        ++it_check2;
    }
 
    BOOST_REQUIRE_EQUAL(match,true);
}
 
BOOST_AUTO_TEST_CASE( sparse_pack_full )
{
    size_t sz[3] = {501,501,501};
    size_t sz_cell[3] = {500,500,500};
 
    sgrid_cpu<3,aggregate<double,int>,HeapMemory> grid(sz);
 
    CellDecomposer_sm<3, float, shift<3,float>> cdsm;
 
    Box<3,float> domain({0.0,0.0,0.0},{1.0,1.0,1.0});
 
    cdsm.setDimensions(domain, sz_cell, 0);
 
    fill_sphere(grid,cdsm);
 
    Test_unpack_and_check_full(grid);
}
 
BOOST_AUTO_TEST_CASE( sparse_pack_full_noprp )
{
    size_t sz[3] = {501,501,501};
    size_t sz_cell[3] = {500,500,500};
 
    sgrid_cpu<3,aggregate<double,int>,HeapMemory> grid(sz);
 
    CellDecomposer_sm<3, float, shift<3,float>> cdsm;
 
    Box<3,float> domain({0.0,0.0,0.0},{1.0,1.0,1.0});
 
    cdsm.setDimensions(domain, sz_cell, 0);
 
    fill_sphere(grid,cdsm);
 
    Test_unpack_and_check_full_noprp(grid);
}
 
BOOST_AUTO_TEST_CASE( sparse_operator_equal )
{
    size_t sz[3] = {270,270,270};
 
    sgrid_cpu<3,aggregate<double,int>,HeapMemory> grid(sz);
 
    grid.getBackgroundValue().template get<0>() = 0.0;
 
    sgrid_cpu<3,aggregate<double,int>,HeapMemory> grid2;
 
    grid_key_dx_iterator<3> key_it(grid.getGrid());
    auto gs = grid.getGrid();
 
    while (key_it.isNext())
    {
        auto key = key_it.get();
 
        grid.insert<0>(key) = gs.LinId(key);
 
        ++key_it;
    }
 
    grid2 = grid;
 
    BOOST_REQUIRE(grid.size() == grid2.size());
 
    bool match = true;
    auto it_check = grid.getIterator();
 
    while (it_check.isNext())
    {
        auto key = it_check.get();
 
        if (grid.template get<0>(key) != grid2.template get<0>(key))
        {match = false;}
 
        ++it_check;
    }
 
    BOOST_REQUIRE_EQUAL(match,true);
}
 
BOOST_AUTO_TEST_CASE( sparse_testing_clear )
{
    size_t sz[3] = {10000,10000,10000};
 
    sgrid_cpu<3,aggregate<float>,HeapMemory> grid(sz);
 
    grid.getBackgroundValue().template get<0>() = 555.0;
 
    grid_key_dx<3> key1({5000,5000,5000});
    grid_key_dx<3> key2({5001,5001,5001});
    grid_key_dx<3> key3({5002,5003,5003});
 
    grid.template insert<0>(key1) = 1.0;
    grid.template insert<0>(key2) = 2.0;
    grid.template insert<0>(key3) = 3.0;
 
 
    grid.clear();
 
    grid_key_dx<3> keyzero({0,0,0});
    BOOST_REQUIRE_EQUAL(grid.template get<0>(keyzero),555.0);
 
    grid.template insert<0>(key1) = 1.0;
    grid.template insert<0>(key2) = 2.0;
    grid.template insert<0>(key3) = 3.0;
 
    BOOST_REQUIRE_EQUAL(grid.template get<0>(key1),1.0);
    BOOST_REQUIRE_EQUAL(grid.template get<0>(key2),2.0);
    BOOST_REQUIRE_EQUAL(grid.template get<0>(key3),3.0);
 
    BOOST_REQUIRE_EQUAL(grid.template get<0>(keyzero),555.0);
}
 
BOOST_AUTO_TEST_SUITE_END()