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-rw-r--r--ldc_2d/cpp/CMakeLists.txt33
-rwxr-xr-xldc_2d/cpp/generate.py30
-rw-r--r--ldc_2d/cpp/ldc.cpp.mako176
-rw-r--r--ldc_2d/cpp/ldc_2d.cc12
4 files changed, 219 insertions, 32 deletions
diff --git a/ldc_2d/cpp/CMakeLists.txt b/ldc_2d/cpp/CMakeLists.txt
index fe04297..e00af90 100644
--- a/ldc_2d/cpp/CMakeLists.txt
+++ b/ldc_2d/cpp/CMakeLists.txt
@@ -1,10 +1,22 @@
cmake_minimum_required(VERSION 3.10)
-project(ldc_2d LANGUAGES CXX)
+project(ldc LANGUAGES CXX)
-add_custom_target(
- boltzgen_kernel
+if(NOT CMAKE_BUILD_TYPE)
+ set(CMAKE_BUILD_TYPE Release)
+endif()
+
+set(CMAKE_CXX_FLAGS_RELEASE "-O3")
+
+add_custom_command(
+ OUTPUT
+ kernel.h
+ ldc.cpp
COMMAND
- ${CMAKE_CURRENT_SOURCE_DIR}/generate.py
+ ${CMAKE_CURRENT_SOURCE_DIR}/generate.py --output ${CMAKE_CURRENT_BINARY_DIR}
+ WORKING_DIRECTORY
+ ${CMAKE_CURRENT_SOURCE_DIR}
+ DEPENDS
+ generate.py ldc.cpp.mako
)
include_directories(
@@ -12,17 +24,12 @@ include_directories(
)
add_executable(
- ldc_2d
- ldc_2d.cc
-)
-
-add_dependencies(
- ldc_2d
- boltzgen_kernel
+ ldc
+ ${CMAKE_CURRENT_BINARY_DIR}/ldc.cpp
)
target_compile_features(
- ldc_2d
+ ldc
PUBLIC
cxx_std_17
)
@@ -30,7 +37,7 @@ target_compile_features(
find_package(OpenMP)
if(OpenMP_CXX_FOUND)
target_link_libraries(
- ldc_2d
+ ldc
PUBLIC
OpenMP::OpenMP_CXX
)
diff --git a/ldc_2d/cpp/generate.py b/ldc_2d/cpp/generate.py
index a1aa561..167cc1b 100755
--- a/ldc_2d/cpp/generate.py
+++ b/ldc_2d/cpp/generate.py
@@ -1,14 +1,20 @@
#!/usr/bin/env python
+import argparse
+
from boltzgen import LBM, Generator, Geometry
from boltzgen.lbm.model import D2Q9
-geometry = Geometry(256, 256)
+argparser = argparse.ArgumentParser(
+ description = 'Generate a C++ implementation of a lid driven cavity simulation using LBM')
+argparser.add_argument(
+ '--output', required = False, help = 'Target directory for the generated sources')
+
+args = argparser.parse_args()
-functions = ['collide_and_stream', 'equilibrilize', 'collect_moments', 'momenta_boundary', 'example']
-extras = ['omp_parallel_for', 'moments_vtk']
+geometry = Geometry(128, 128)
-precision = 'double'
+functions = ['collide_and_stream', 'equilibrilize', 'collect_moments', 'momenta_boundary']
lbm = LBM(D2Q9)
generator = Generator(
@@ -16,9 +22,19 @@ generator = Generator(
moments = lbm.moments(),
collision = lbm.bgk(f_eq = lbm.equilibrium(), tau = 0.52),
target = 'cpp',
- precision = precision,
+ precision = 'double',
index = 'XYZ',
layout = 'AOS')
-with open("kernel.h", "w") as kernel:
- kernel.write(generator.kernel(geometry, functions, extras))
+if args.output is None:
+ args.output = '.'
+
+with open('%s/kernel.h' % args.output, 'w') as kernel:
+ kernel.write(generator.kernel(geometry, functions))
+
+ldc_src = ''
+with open('ldc.cpp.mako', 'r') as template:
+ ldc_src = template.read()
+
+with open('%s/ldc.cpp' % args.output, 'w') as app:
+ app.write(generator.custom(geometry, ldc_src))
diff --git a/ldc_2d/cpp/ldc.cpp.mako b/ldc_2d/cpp/ldc.cpp.mako
new file mode 100644
index 0000000..5d480de
--- /dev/null
+++ b/ldc_2d/cpp/ldc.cpp.mako
@@ -0,0 +1,176 @@
+#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 < ${geometry.size_x-1}; ++x ) {
+ collect_moments(f, x*${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 < ${geometry.size_x-1}; ++x ) {
+ collect_moments(f, x*${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 < ${geometry.size_x-1}; ++x ) {
+ collect_moments(f, x*${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 < ${geometry.size_x-1}; ++x ) {
+ collect_moments(f, x*${geometry.size_y*geometry.size_z}+y*${geometry.size_z}+z, rho, u);
+ fout << rho << "\n";
+ }
+ }
+ }
+% endif
+
+ fout.close();
+}
+
+void simulate(std::size_t nStep)
+{
+ auto f_a = std::make_unique<${float_type}[]>(${geometry.volume*descriptor.q});
+ auto f_b = std::make_unique<${float_type}[]>(${geometry.volume*descriptor.q});
+
+ ${float_type}* f_prev = f_a.get();
+ ${float_type}* f_next = f_b.get();
+
+ std::vector<std::size_t> bulk;
+ std::vector<std::size_t> lid_bc;
+ std::vector<std::size_t> box_bc;
+
+ for (int iX = 1; iX < ${geometry.size_x-1}; ++iX) {
+ for (int iY = 1; iY < ${geometry.size_y-1}; ++iY) {
+% if descriptor.d == 2:
+ const std::size_t iCell = iX*${geometry.size_y} + iY;
+ 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 (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 << "#bulk : " << bulk.size() << std::endl;
+ std::cout << "#lid : " << lid_bc.size() << std::endl;
+ std::cout << "#wall : " << box_bc.size() << std::endl;
+ std::cout << "#steps : " << nStep << std::endl;
+ std::cout << std::endl;
+
+ for (std::size_t iCell = 0; iCell < ${geometry.volume}; ++iCell) {
+ equilibrilize(f_prev, f_next, iCell);
+ }
+
+ const auto start = std::chrono::high_resolution_clock::now();
+
+ for (std::size_t iStep = 0; iStep < nStep; ++iStep) {
+ if (iStep % 2 == 0) {
+ f_next = f_a.get();
+ f_prev = f_b.get();
+ } else {
+ f_next = f_b.get();
+ f_prev = f_a.get();
+ }
+
+#pragma omp parallel for
+ for (std::size_t i = 0; i < bulk.size(); ++i) {
+ collide_and_stream(f_next, f_prev, 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(f_next, f_prev, 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(f_next, f_prev, lid_bc[i], u);
+ }
+ }
+
+ auto duration = std::chrono::duration_cast<std::chrono::duration<double>>(
+ std::chrono::high_resolution_clock::now() - start);
+
+ std::cout << "MLUPS : " << nStep*${geometry.volume}/(1e6*duration.count()) << std::endl;
+
+ collect_moments_to_vtk("test.vtk", f_next);
+}
+
+int main() {
+ simulate(10000);
+}
diff --git a/ldc_2d/cpp/ldc_2d.cc b/ldc_2d/cpp/ldc_2d.cc
deleted file mode 100644
index d519490..0000000
--- a/ldc_2d/cpp/ldc_2d.cc
+++ /dev/null
@@ -1,12 +0,0 @@
-#include <cstdint>
-#include <memory>
-#include <vector>
-#include <chrono>
-#include <iostream>
-#include <fstream>
-
-#include "kernel.h"
-
-int main() {
- test_ldc(10000);
-}