Add basic AA pattern support for C++ example

5 files changed, 211 insertions, 3 deletions

diff --git a/lid_driven_cavity/cpp/CMakeLists.txt b/lid_driven_cavity/cpp/CMakeLists.txt
index 5b5fb90..cc526e3 100644
--- a/lid_driven_cavity/cpp/CMakeLists.txt
+++ b/lid_driven_cavity/cpp/CMakeLists.txt
@@ -16,7 +16,10 @@ add_custom_command(
 	WORKING_DIRECTORY
 		${CMAKE_CURRENT_SOURCE_DIR}
 	DEPENDS
-		generate.py config.py ldc.cpp.mako
+		generate.py
+		config.py
+		ldc.cpp.AA.mako
+		ldc.cpp.AB.mako
 )
 
 include_directories(
diff --git a/lid_driven_cavity/cpp/config.py b/lid_driven_cavity/cpp/config.py
index 2759ebf..4ea30b4 100644
--- a/lid_driven_cavity/cpp/config.py
+++ b/lid_driven_cavity/cpp/config.py
@@ -4,10 +4,12 @@ from boltzgen import Geometry
 descriptor = D2Q9
 geometry   = Geometry(256, 256)
 tau        = 0.52
-precision  = 'single'
+precision  = 'double'
+streaming  = 'AA'
 
 ## 3D LDC
 #descriptor = D3Q19
 #geometry   = Geometry(64, 64, 64)
 #tau        = 0.52
 #precision  = 'single'
+#streaming  = 'AA'
diff --git a/lid_driven_cavity/cpp/generate.py b/lid_driven_cavity/cpp/generate.py
index 27c7997..dae2514 100755
--- a/lid_driven_cavity/cpp/generate.py
+++ b/lid_driven_cavity/cpp/generate.py
@@ -18,6 +18,7 @@ generator = Generator(
     model     = BGK(config.descriptor, tau = config.tau),
     target    = 'cpp',
     precision = config.precision,
+    streaming = config.streaming,
     index     = 'XYZ',
     layout    = 'AOS')
 
@@ -30,7 +31,7 @@ with open('%s/kernel.h' % args.output, 'w') as kernel:
     kernel.write(generator.kernel(config.geometry, functions))
 
 ldc_src = ''
-with open('ldc.cpp.mako', 'r') as template:
+with open('ldc.cpp.%s.mako' % config.streaming, 'r') as template:
     ldc_src = template.read()
 
 with open('%s/ldc.cpp' % args.output, 'w') as app:
diff --git a/lid_driven_cavity/cpp/ldc.cpp.AA.mako b/lid_driven_cavity/cpp/ldc.cpp.AA.mako
new file mode 100644
index 0000000..a35e8f0
--- /dev/null
+++ b/lid_driven_cavity/cpp/ldc.cpp.AA.mako
@@ -0,0 +1,202 @@
+#include <cstdint>
+#include <memory>
+#include <vector>
+#include <chrono>
+#include <iostream>
+#include <fstream>
+
+#include "kernel.h"
+
+void collect_moments_to_vtk(const std::string& path, ${float_type}* f) {
+    std::ofstream fout;
+    fout.open(path.c_str());
+
+    fout << "# vtk DataFile Version 3.0\n";
+    fout << "lbm_output\n";
+    fout << "ASCII\n";
+    fout << "DATASET RECTILINEAR_GRID\n";
+% if descriptor.d == 2:
+    fout << "DIMENSIONS " << ${geometry.size_x-2} << " " << ${geometry.size_y-2} << " 1" << "\n";
+% else:
+    fout << "DIMENSIONS " << ${geometry.size_x-2} << " " << ${geometry.size_y-2} << " " << ${geometry.size_z-2} << "\n";
+% endif
+
+    fout << "X_COORDINATES " << ${geometry.size_x-2} << " float\n";
+    for( std::size_t x = 1; x < ${geometry.size_x-1}; ++x ) {
+        fout << x << " ";
+    }
+
+    fout << "\nY_COORDINATES " << ${geometry.size_y-2} << " float\n";
+    for( std::size_t y = 1; y < ${geometry.size_y-1}; ++y ) {
+        fout << y << " ";
+    }
+
+% if descriptor.d == 2:
+    fout << "\nZ_COORDINATES " << 1 << " float\n";
+    fout << 0 << "\n";
+    fout << "POINT_DATA " << ${(geometry.size_x-2) * (geometry.size_y-2)} << "\n";
+% else:
+    fout << "\nZ_COORDINATES " << ${geometry.size_z-2} << " float\n";
+    for( std::size_t z = 1; z < ${geometry.size_z-1}; ++z ) {
+        fout << z << " ";
+    }
+    fout << "\nPOINT_DATA " << ${(geometry.size_x-2) * (geometry.size_y-2) * (geometry.size_z-2)} << "\n";
+% endif
+
+    ${float_type} rho;
+    ${float_type} u[${descriptor.d}];
+
+    fout << "VECTORS velocity float\n";
+% if descriptor.d == 2:
+    for ( std::size_t y = 1; y < ${geometry.size_y-1}; ++y ) {
+        for ( std::size_t x = 1; x < ${geometry.size_x-1}; ++x ) {
+            collect_moments_tock(f, x*${geometry.size_y}+y, rho, u);
+            fout << u[0] << " " << u[1] << " 0\n";
+        }
+    }
+% else:
+    for ( std::size_t z = 1; z < ${geometry.size_z-1}; ++z ) {
+        for ( std::size_t y = 1; y < ${geometry.size_y-1}; ++y ) {
+            for ( std::size_t x = 1; x < ${geometry.size_x-1}; ++x ) {
+                collect_moments_tock(f, x*${geometry.size_y*geometry.size_z}+y*${geometry.size_z}+z, rho, u);
+                fout << u[0] << " " << u[1] << " " << u[2] << "\n";
+            }
+        }
+    }
+% endif
+
+    fout << "SCALARS density float 1\n";
+    fout << "LOOKUP_TABLE default\n";
+% if descriptor.d == 2:
+    for ( std::size_t y = 1; y < ${geometry.size_y-1}; ++y ) {
+        for ( std::size_t x = 1; x < ${geometry.size_x-1}; ++x ) {
+            collect_moments_tock(f, x*${geometry.size_y}+y, rho, u);
+            fout << rho << "\n";
+        }
+    }
+% else:
+    for ( std::size_t z = 1; z < ${geometry.size_z-1}; ++z ) {
+        for ( std::size_t y = 1; y < ${geometry.size_y-1}; ++y ) {
+            for ( std::size_t x = 1; x < ${geometry.size_x-1}; ++x ) {
+                collect_moments_tock(f, x*${geometry.size_y*geometry.size_z}+y*${geometry.size_z}+z, rho, u);
+                fout << rho << "\n";
+            }
+        }
+    }
+% endif
+
+    fout.close();
+}
+
+void simulate(std::size_t nStep)
+{
+    auto f_aa = std::make_unique<${float_type}[]>(${geometry.volume*descriptor.q});
+
+    ${float_type}* f = f_aa.get();
+
+    std::vector<std::size_t> ghost;
+    std::vector<std::size_t> bulk;
+    std::vector<std::size_t> lid_bc;
+    std::vector<std::size_t> box_bc;
+
+    for (int iX = 0; iX < ${geometry.size_x}; ++iX) {
+        for (int iY = 0; iY < ${geometry.size_y}; ++iY) {
+% if descriptor.d == 2:
+            const std::size_t iCell = iX*${geometry.size_y} + iY;
+            if (iX == 0 || iY == 0 || iX == ${geometry.size_x-1} || iY == ${geometry.size_y-1}) {
+                ghost.emplace_back(iCell);
+            } else if (iY == ${geometry.size_y-2}) {
+                lid_bc.emplace_back(iCell);
+            } else if (iX == 1 || iX == ${geometry.size_x-2} || iY == 1) {
+                box_bc.emplace_back(iCell);
+            } else {
+                bulk.emplace_back(iCell);
+            }
+% elif descriptor.d == 3:
+            for (int iZ = 0; iZ < ${geometry.size_z}; ++iZ) {
+                const std::size_t iCell = iX*${geometry.size_y*geometry.size_z} + iY*${geometry.size_z} + iZ;
+                if (   iX == 0 || iY == 0 || iZ == 0
+                    || iX == ${geometry.size_x-1}
+                    || iY == ${geometry.size_y-1}
+                    || iZ == ${geometry.size_z-1}) {
+                    ghost.emplace_back(iCell);
+                } else if (iZ == ${geometry.size_z-2}) {
+                    lid_bc.emplace_back(iCell);
+                } else if (   iX == 1 || iX == ${geometry.size_x-2}
+                           || iY == 1 || iY == ${geometry.size_y-2}
+                           || iZ == 1) {
+                    box_bc.emplace_back(iCell);
+                } else {
+                    bulk.emplace_back(iCell);
+                }
+            }
+% endif
+        }
+    }
+
+    std::cout << "#ghost  : " << ghost.size()  << std::endl;
+    std::cout << "#bulk   : " << bulk.size()   << std::endl;
+    std::cout << "#lid    : " << lid_bc.size() << std::endl;
+    std::cout << "#wall   : " << box_bc.size() << std::endl;
+    std::cout << std::endl;
+
+    #pragma omp parallel for
+    for (std::size_t iCell = 0; iCell < ${geometry.volume}; ++iCell) {
+        equilibrilize_tick(f, iCell);
+    }
+
+    auto start = std::chrono::high_resolution_clock::now();
+
+    for (std::size_t iStep = 1; iStep <= nStep; ++iStep) {
+        if (iStep % 2 == 0) {
+            #pragma omp parallel for
+            for (std::size_t i = 0; i < bulk.size(); ++i) {
+                collide_and_stream_tick(f, bulk[i]);
+            }
+            ${float_type} u[${descriptor.d}] { 0. };
+            #pragma omp parallel for
+            for (std::size_t i = 0; i < box_bc.size(); ++i) {
+                velocity_momenta_boundary_tick(f, box_bc[i], u);
+            }
+            u[0] = 0.05;
+            #pragma omp parallel for
+            for (std::size_t i = 0; i < lid_bc.size(); ++i) {
+                velocity_momenta_boundary_tick(f, lid_bc[i], u);
+            }
+
+        } else {
+            #pragma omp parallel for
+            for (std::size_t i = 0; i < ghost.size(); ++i) {
+                equilibrilize_tick(f, ghost[i]);
+            }
+            #pragma omp parallel for
+            for (std::size_t i = 0; i < bulk.size(); ++i) {
+                collide_and_stream_tock(f, bulk[i]);
+            }
+            ${float_type} u[${descriptor.d}] { 0. };
+            #pragma omp parallel for
+            for (std::size_t i = 0; i < box_bc.size(); ++i) {
+                velocity_momenta_boundary_tock(f, box_bc[i], u);
+            }
+            u[0] = 0.05;
+            #pragma omp parallel for
+            for (std::size_t i = 0; i < lid_bc.size(); ++i) {
+                velocity_momenta_boundary_tock(f, lid_bc[i], u);
+            }
+        }
+
+        if (iStep % 1000 == 0) {
+            auto duration = std::chrono::duration_cast<std::chrono::duration<double>>(
+                std::chrono::high_resolution_clock::now() - start);
+                std::cout << "iStep = " << iStep << "; ~" << 1000*${geometry.volume}/(1e6*duration.count()) << " MLUPS" << std::endl;
+
+            collect_moments_to_vtk("result/ldc_" + std::to_string(iStep) + ".vtk", f);
+
+            start = std::chrono::high_resolution_clock::now();
+        }
+    }
+}
+
+int main() {
+    simulate(20000);
+}
diff --git a/lid_driven_cavity/cpp/ldc.cpp.mako b/lid_driven_cavity/cpp/ldc.cpp.AB.mako
index c66679f..c66679f 100644
--- a/lid_driven_cavity/cpp/ldc.cpp.mako
+++ b/lid_driven_cavity/cpp/ldc.cpp.AB.mako