From 4ee36b253196e2ce5a6fdee06940c602bc66f766 Mon Sep 17 00:00:00 2001 From: James Reinders Date: Mon, 16 Sep 2024 15:24:40 -0700 Subject: [PATCH 01/37] fixed cancellation 3, added all intro examples --- new_examples/CMakeLists.txt | 5 +- new_examples/cancellation/CMakeLists.txt | 16 ++ new_examples/cancellation/Makefile | 57 ----- .../cancellation/cancel_group_execution3.cpp | 10 +- new_examples/exception/CMakeLists.txt | 15 ++ new_examples/exception/Makefile | 55 ----- new_examples/intro/CMakeLists.txt | 20 ++ new_examples/intro/intro_examples.h | 221 ++++++++++++++++++ new_examples/intro/intro_flowgraph.cpp | 146 ++++++++++++ new_examples/intro/intro_gamma.cpp | 103 ++++++++ new_examples/intro/intro_helloPSTL.cpp | 29 +++ new_examples/intro/intro_helloTBB.cpp | 27 +++ new_examples/intro/intro_parallel_for.cpp | 148 ++++++++++++ .../intro/intro_parallel_for_transform.cpp | 155 ++++++++++++ new_examples/intro/intro_sidebar_functor.cpp | 52 +++++ new_examples/intro/intro_sidebar_lambda.cpp | 42 ++++ 16 files changed, 983 insertions(+), 118 deletions(-) create mode 100644 new_examples/cancellation/CMakeLists.txt delete mode 100644 new_examples/cancellation/Makefile create mode 100644 new_examples/exception/CMakeLists.txt delete mode 100644 new_examples/exception/Makefile create mode 100644 new_examples/intro/CMakeLists.txt create mode 100644 new_examples/intro/intro_examples.h create mode 100644 new_examples/intro/intro_flowgraph.cpp create mode 100644 new_examples/intro/intro_gamma.cpp create mode 100644 new_examples/intro/intro_helloPSTL.cpp create mode 100644 new_examples/intro/intro_helloTBB.cpp create mode 100644 new_examples/intro/intro_parallel_for.cpp create mode 100644 new_examples/intro/intro_parallel_for_transform.cpp create mode 100644 new_examples/intro/intro_sidebar_functor.cpp create mode 100644 new_examples/intro/intro_sidebar_lambda.cpp diff --git a/new_examples/CMakeLists.txt b/new_examples/CMakeLists.txt index a6401bf7a3..d23a1f8eee 100644 --- a/new_examples/CMakeLists.txt +++ b/new_examples/CMakeLists.txt @@ -11,8 +11,11 @@ include (CTest) if (BUILD_TESTING) enable_testing() add_subdirectory(algorithms) + add_subdirectory(cancellation) + add_subdirectory(exception) add_subdirectory(graph) - add_subdirectory(performance_tuning) + add_subdirectory(intro) add_subdirectory(migration) + add_subdirectory(performance_tuning) endif (BUILD_TESTING) diff --git a/new_examples/cancellation/CMakeLists.txt b/new_examples/cancellation/CMakeLists.txt new file mode 100644 index 0000000000..0f26004913 --- /dev/null +++ b/new_examples/cancellation/CMakeLists.txt @@ -0,0 +1,16 @@ +set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -tbb") +set(CMAKE_CXX_LINKER_FLAGS "-tbb") + +foreach(tpp cancel_group_execution1.cpp + cancel_group_execution2.cpp + cancel_group_execution3.cpp + cancel_group_execution4.cpp) + string(REPLACE ".cpp" "" texe ${tpp}) + add_executable(${texe} ${tpp}) + target_include_directories(${texe} PUBLIC + $ + ) + set_property(TARGET ${texe} PROPERTY CXX_STANDARD 20) + add_test(${texe} ${texe}) +endforeach() + diff --git a/new_examples/cancellation/Makefile b/new_examples/cancellation/Makefile deleted file mode 100644 index 97cd1ad9a0..0000000000 --- a/new_examples/cancellation/Makefile +++ /dev/null @@ -1,57 +0,0 @@ -# Copyright (C) 2024 Intel Corporation -# -# Permission is hereby granted, free of charge, to any person obtaining a copy -# of this software and associated documentation files (the "Software"), -# to deal in the Software without restriction, including without limitation -# the rights to use, copy, modify, merge, publish, distribute, sublicense, -# and/or sell copies of the Software, and to permit persons to whom -# the Software is furnished to do so, subject to the following conditions: -# -# The above copyright notice and this permission notice shall be included -# in all copies or substantial portions of the Software. -# -# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS -# OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT.� IN NO EVENT SHALL -# THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES -# OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, -# ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE -# OR OTHER DEALINGS IN THE SOFTWARE. -# -# SPDX-License-Identifier: MIT - -CXX = icpx -CXXFLAGS = $(EXTRA_CXXFLAGS) -std=c++17 -O2 -LIBS = -ltbb - -# \ -!ifndef 0 # \ -all clean: _printmsg # \ -# \ -_printmsg: # \ - @echo "for nmake, please specify /f Makefile.nmake" -# \ -!else - -.PHONY : all clean cancel_group_execution1 cancel_group_execution2 cancel_group_execution3 cancel_group_execution4 - -all : cancel_group_execution1 cancel_group_execution2 cancel_group_execution3 cancel_group_execution4 - -cancel_group_execution1 : - $(CXX) $(CXXFLAGS) -o cancel_group_execution1 cancel_group_execution1.cpp $(LIBS) - -cancel_group_execution2 : - $(CXX) $(CXXFLAGS) -o cancel_group_execution2 cancel_group_execution2.cpp $(LIBS) - -cancel_group_execution3 : - $(CXX) $(CXXFLAGS) -o cancel_group_execution3 cancel_group_execution3.cpp $(LIBS) - -cancel_group_execution4 : - $(CXX) $(CXXFLAGS) -o cancel_group_execution4 cancel_group_execution4.cpp $(LIBS) - -clean : - rm -f cancel_group_execution1 cancel_group_execution2 cancel_group_execution3 cancel_group_execution4 cancel_group_execution1.o cancel_group_execution2.o cancel_group_execution3.o cancel_group_execution4.o *.bmp *.txt out*.png - - -# \ -!endif diff --git a/new_examples/cancellation/cancel_group_execution3.cpp b/new_examples/cancellation/cancel_group_execution3.cpp index 3cc9d697b5..19f3754d2f 100644 --- a/new_examples/cancellation/cancel_group_execution3.cpp +++ b/new_examples/cancellation/cancel_group_execution3.cpp @@ -35,11 +35,11 @@ void SerialSearch(long begin, long end) { } void ParallelSearch(long begin, long end) { - //uncommenting the following line will speedup this program even more! - //if(g.is_group_execution_cancelled()) return; - //if(g.context().is_group_execution_cancelled()) return; - //if(g.is_current_task_group_canceling()) return; - if(g.is_canceling()) return; + // tbb::is_current_task_group_canceling()) calls the equivalent of + // .context().is_group_execution_cancelled() + // which is not accessible directly since the context method is + // protected (private to the class) + if(tbb::is_current_task_group_canceling()) return; if((end-begin) < grainsize) { //cutoof equivalent return SerialSearch(begin, end); } diff --git a/new_examples/exception/CMakeLists.txt b/new_examples/exception/CMakeLists.txt new file mode 100644 index 0000000000..08105e42c9 --- /dev/null +++ b/new_examples/exception/CMakeLists.txt @@ -0,0 +1,15 @@ +set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -tbb") +set(CMAKE_CXX_LINKER_FLAGS "-tbb") + +foreach(tpp exception_catch1.cpp + exception_catch2.cpp + exception_catch3.cpp) + string(REPLACE ".cpp" "" texe ${tpp}) + add_executable(${texe} ${tpp}) + target_include_directories(${texe} PUBLIC + $ + ) + set_property(TARGET ${texe} PROPERTY CXX_STANDARD 20) + add_test(${texe} ${texe}) +endforeach() + diff --git a/new_examples/exception/Makefile b/new_examples/exception/Makefile deleted file mode 100644 index cc8ea06e46..0000000000 --- a/new_examples/exception/Makefile +++ /dev/null @@ -1,55 +0,0 @@ -# Copyright (C) 2024 Intel Corporation -# -# Permission is hereby granted, free of charge, to any person obtaining a copy -# of this software and associated documentation files (the "Software"), -# to deal in the Software without restriction, including without limitation -# the rights to use, copy, modify, merge, publish, distribute, sublicense, -# and/or sell copies of the Software, and to permit persons to whom -# the Software is furnished to do so, subject to the following conditions: -# -# The above copyright notice and this permission notice shall be included -# in all copies or substantial portions of the Software. -# -# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS -# OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT.� IN NO EVENT SHALL -# THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES -# OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, -# ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE -# OR OTHER DEALINGS IN THE SOFTWARE. -# -# SPDX-License-Identifier: MIT - -CXX = icpx -CXXFLAGS = $(EXTRA_CXXFLAGS) -std=c++17 -O2 -LIBS = -ltbb - -# \ -!ifndef 0 # \ -all clean: _printmsg # \ -# \ -_printmsg: # \ - @echo "for nmake, please specify /f Makefile.nmake" -# \ -!else - -.PHONY : all clean exception_catch1 exception_catch2 exception_catch3 - -all : exception_catch1 exception_catch2 exception_catch3 - -exception_catch1 : - $(CXX) $(CXXFLAGS) -o exception_catch1 exception_catch1.cpp $(LIBS) - -exception_catch2 : - $(CXX) $(CXXFLAGS) -o exception_catch2 exception_catch2.cpp $(LIBS) - -exception_catch3 : - $(CXX) $(CXXFLAGS) -o exception_catch3 exception_catch3.cpp $(LIBS) - - -clean : - rm -f exception_catch1 exception_catch2 exception_catch3 exception_catch1.o exception_catch2.o exception_catch3.o *.bmp *.txt out*.png - - -# \ -!endif diff --git a/new_examples/intro/CMakeLists.txt b/new_examples/intro/CMakeLists.txt new file mode 100644 index 0000000000..7f01a0b3e9 --- /dev/null +++ b/new_examples/intro/CMakeLists.txt @@ -0,0 +1,20 @@ +set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -tbb") +set(CMAKE_CXX_LINKER_FLAGS "-tbb") + +foreach(tpp intro_flowgraph.cpp + intro_gamma.cpp + intro_helloPSTL.cpp + intro_helloTBB.cpp + intro_parallel_for.cpp + intro_parallel_for_transform.cpp + intro_sidebar_functor.cpp + intro_sidebar_lambda.cpp) + string(REPLACE ".cpp" "" texe ${tpp}) + add_executable(${texe} ${tpp}) + target_include_directories(${texe} PUBLIC + $ + ) + set_property(TARGET ${texe} PROPERTY CXX_STANDARD 20) + add_test(${texe} ${texe}) +endforeach() + diff --git a/new_examples/intro/intro_examples.h b/new_examples/intro/intro_examples.h new file mode 100644 index 0000000000..035e44b48f --- /dev/null +++ b/new_examples/intro/intro_examples.h @@ -0,0 +1,221 @@ +/* + Copyright (c) 2024 Intel Corporation + + Licensed under the Apache License, Version 2.0 (the "License"); + you may not use this file except in compliance with the License. + You may obtain a copy of the License at + + http://www.apache.org/licenses/LICENSE-2.0 + + Unless required by applicable law or agreed to in writing, software + distributed under the License is distributed on an "AS IS" BASIS, + WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + See the License for the specific language governing permissions and + limitations under the License. +*/ + +#pragma once + +#include +#include +#include +#include +#include +#include +#include +#include + +namespace ch01 { + +class Image { +public: + union Pixel { + std::uint8_t bgra[4]; + std::uint32_t value; + Pixel() {} + template Pixel(T b, T g, T r) { + bgra[0] = (std::uint8_t)b, bgra[1] = (std::uint8_t)g, bgra[2] = (std::uint8_t)r, bgra[3] = 0; + } + }; + + Image(const std::string &n, int w = 1920, int h = 1080) : myName(n) { + reset(w, h); + } + + std::string name() const { return myName; } + std::string setName(const std::string &n) { return myName = n; } + + int width() const { return myWidth; } + int height() const { return myHeight; } + + void write(const char* fname) const { + if(myData.empty()) { + std::cout << "Warning: Image is empty.\n"; + return; + } + std::ofstream stream{fname}; + stream.write((char*)&file.type, file.sizeRest); + stream.write((char*)&info, info.size); + stream.write((char*)myData[0].bgra, myData.size()*sizeof(myData[0])); + } + + void fill(std::uint8_t r, std::uint8_t g, std::uint8_t b, int x = -1, int y = -1) { + if(myData.empty()) + return; + + if(x < 0 && y < 0) //fill whole Image + std::fill(myData.begin(), myData.end(), Pixel(b, g, r)); + else { + auto& bgra = myData[myWidth*x + y].bgra; + bgra[3] = 0, bgra[2] = r, bgra[1] = g, bgra[0] = b; + } + } + + template + void fill(F f) { + if(myData.empty()) + reset(myWidth, myHeight); + + int i = -1; + int w = this->myWidth; + std::for_each(myData.begin(), myData.end(), [&i, w, f](Image::Pixel& p) { + ++i; + int x = i / w, y = i % w; + auto val = f(x, y); + if(val > 255) + val = 255; + p = Image::Pixel(val, val, val); + }); + } + + std::vector& rows() { return myRows; } + +private: + void reset(int w, int h) { + if(w <= 0 || h <= 0) { + std::cout << "Warning: Invalid Image size.\n"; + return; + } + + myWidth = w, myHeight = h; + + //reset raw data + myData.resize(myWidth*myHeight); + myRows.resize(myHeight); + + //reset rows + for(int i = 0; i < myRows.size(); ++i) + myRows[i] = &myData[0]+i*myWidth; + + myPadSize = (4-(w*sizeof(myData[0]))%4)%4; + int sizeData = w*h*sizeof(myData[0]) + h*myPadSize; + int sizeAll = sizeData + sizeof(file) + sizeof(info); + + //BITMAPFILEHEADER + file.sizeRest = 14; + file.type = 0x4d42; //same as 'BM' in ASCII + file.size = sizeAll; + file.reserved = 0; + file.offBits = 54; + + //BITMAPINFOHEADER + info.size = 40; + info.width = w; + info.height = h; + info.planes = 1; + info.bitCount = 32; + info.compression = 0; + info.sizeImage = sizeData; + info.yPelsPerMeter = 0; + info.xPelsPerMeter = 0; + info.clrUsed = 0; + info.clrImportant = 0; + } + +private: + //don't allow copying + Image(const Image&); + void operator=(const Image&); + +private: + std::string myName; + int myWidth; + int myHeight; + int myPadSize; + + std::vector myData; //raw raster data + std::vector myRows; + + //data structures 'file' and 'info' are using to store an Image as BMP file + //for more details see https://en.wikipedia.org/wiki/BMP_file_format + using BITMAPFILEHEADER = struct { + std::uint16_t sizeRest; // field is not from specification, + // was added for alignemt. store size of rest of the fields + std::uint16_t type; + std::uint32_t size; + std::uint32_t reserved; + std::uint32_t offBits; + }; + BITMAPFILEHEADER file; + + using BITMAPINFOHEADER = struct { + std::uint32_t size; + std::int32_t width; + std::int32_t height; + std::uint16_t planes; + std::uint16_t bitCount; + std::uint32_t compression; + std::uint32_t sizeImage; + std::int32_t xPelsPerMeter; + std::int32_t yPelsPerMeter; + std::uint32_t clrUsed; + std::uint32_t clrImportant; + }; + BITMAPINFOHEADER info; +}; + +const int IMAGE_WIDTH = 800; +const int IMAGE_HEIGHT = 800; +const int MAX_BGR_VALUE = 255; + +//! Fractal class +class Fractal { +public: + //! Constructor + Fractal(int x, int y, double m = 2000000.0): mySize{x, y}, myMagn(m) {} + //! One pixel calculation routine + double calcOnePixel(int x0, int y0) { + double fx0 = double(x0) - double(mySize[0]) / 2; + double fy0 = double(y0) - double(mySize[1]) / 2; + fx0 = fx0 / myMagn + cx; + fy0 = fy0 / myMagn + cy; + + double res = 0, x = 0, y = 0; + for(int iter = 0; x*x + y*y <= 4 && iter < maxIter; ++iter) { + const double val = x*x - y*y + fx0; + y = 2*x*y + fy0, x = val; + res += exp(-sqrt(x*x+y*y)); + } + return res; + } + +private: + //! Size of the Fractal area + const int mySize[2]; + //! Fractal properties + double cx = -0.7436; + const double cy = 0.1319; + const double myMagn; + const int maxIter = 1000; +}; + +static std::shared_ptr makeFractalImage(double magn = 2000000) { + const std::string name = std::string("fractal_") + std::to_string((int)magn); + auto image_ptr = std::make_shared(name, IMAGE_WIDTH, IMAGE_HEIGHT); + Fractal fr(image_ptr->width(), image_ptr->height(), magn); + image_ptr->fill([&fr](int x, int y) { return fr.calcOnePixel(x, y); }); + return image_ptr; +} + +} + diff --git a/new_examples/intro/intro_flowgraph.cpp b/new_examples/intro/intro_flowgraph.cpp new file mode 100644 index 0000000000..7c08ec143b --- /dev/null +++ b/new_examples/intro/intro_flowgraph.cpp @@ -0,0 +1,146 @@ +/* + Copyright (c) 2024 Intel Corporation + + Licensed under the Apache License, Version 2.0 (the "License"); + you may not use this file except in compliance with the License. + You may obtain a copy of the License at + + http://www.apache.org/licenses/LICENSE-2.0 + + Unless required by applicable law or agreed to in writing, software + distributed under the License is distributed on an "AS IS" BASIS, + WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + See the License for the specific language governing permissions and + limitations under the License. +*/ + +#include +#include +#include +#include "intro_examples.h" + +using ImagePtr = std::shared_ptr; + +ImagePtr applyGamma(ImagePtr image_ptr, double gamma); +ImagePtr applyTint(ImagePtr image_ptr, const double *tints); +void writeImage(ImagePtr image_ptr); + +void fig_1_10(const std::vector& image_vector) { + const double tint_array[] = {0.75, 0, 0}; + + tbb::flow::graph g; + int i = 0; + tbb::flow::input_node src( g, [&]( tbb::flow_control &fc ) -> ImagePtr + { + if ( i < image_vector.size() ) + { + return image_vector[i++]; + } + else + { + fc.stop(); + return nullptr; + } + }); + + tbb::flow::function_node gamma(g, + tbb::flow::unlimited, + [] (ImagePtr img) -> ImagePtr { + return applyGamma(img, 1.4); + } + ); + + tbb::flow::function_node tint(g, + tbb::flow::unlimited, + [tint_array] (ImagePtr img) -> ImagePtr { + return applyTint(img, tint_array); + } + ); + + tbb::flow::function_node write(g, + tbb::flow::unlimited, + [] (ImagePtr img) { + writeImage(img); + } + ); + + tbb::flow::make_edge(src, gamma); + tbb::flow::make_edge(gamma, tint); + tbb::flow::make_edge(tint, write); + src.activate(); + g.wait_for_all(); +} + +ImagePtr applyGamma(ImagePtr image_ptr, double gamma) { + auto output_image_ptr = + std::make_shared(image_ptr->name() + "_gamma", + ch01::IMAGE_WIDTH, ch01::IMAGE_HEIGHT); + auto in_rows = image_ptr->rows(); + auto out_rows = output_image_ptr->rows(); + const int height = in_rows.size(); + const int width = in_rows[1] - in_rows[0]; + + for ( int i = 0; i < height; ++i ) { + for ( int j = 0; j < width; ++j ) { + const ch01::Image::Pixel& p = in_rows[i][j]; + double v = 0.3*p.bgra[2] + 0.59*p.bgra[1] + 0.11*p.bgra[0]; + double res = pow(v, gamma); + if(res > ch01::MAX_BGR_VALUE) res = ch01::MAX_BGR_VALUE; + out_rows[i][j] = ch01::Image::Pixel(res, res, res); + } + } + return output_image_ptr; +} + +ImagePtr applyTint(ImagePtr image_ptr, const double *tints) { + auto output_image_ptr = + std::make_shared(image_ptr->name() + "_tinted", + ch01::IMAGE_WIDTH, ch01::IMAGE_HEIGHT); + auto in_rows = image_ptr->rows(); + auto out_rows = output_image_ptr->rows(); + const int height = in_rows.size(); + const int width = in_rows[1] - in_rows[0]; + + for ( int i = 0; i < height; ++i ) { + for ( int j = 0; j < width; ++j ) { + const ch01::Image::Pixel& p = in_rows[i][j]; + std::uint8_t b = (double)p.bgra[0] + + (ch01::MAX_BGR_VALUE-p.bgra[0])*tints[0]; + std::uint8_t g = (double)p.bgra[1] + + (ch01::MAX_BGR_VALUE-p.bgra[1])*tints[1]; + std::uint8_t r = (double)p.bgra[2] + + (ch01::MAX_BGR_VALUE-p.bgra[2])*tints[2]; + out_rows[i][j] = + ch01::Image::Pixel( + (b > ch01::MAX_BGR_VALUE) ? ch01::MAX_BGR_VALUE : b, + (g > ch01::MAX_BGR_VALUE) ? ch01::MAX_BGR_VALUE : g, + (r > ch01::MAX_BGR_VALUE) ? ch01::MAX_BGR_VALUE : r + ); + } + } + return output_image_ptr; +} + +void writeImage(ImagePtr image_ptr) { + image_ptr->write( (image_ptr->name() + ".bmp").c_str()); +} + +int main(int argc, char* argv[]) { + std::vector image_vector; + + for ( int i = 2000; i < 20000000; i *= 10 ) + image_vector.push_back(ch01::makeFractalImage(i)); + + // warmup the scheduler + oneapi::tbb::parallel_for(0, tbb::this_task_arena::max_concurrency(), [](int) { + tbb::tick_count t0 = tbb::tick_count::now(); + while ((tbb::tick_count::now() - t0).seconds() < 0.01); + }); + + tbb::tick_count t0 = tbb::tick_count::now(); + fig_1_10(image_vector); + std::cout << "Time : " << (tbb::tick_count::now()-t0).seconds() + << " seconds" << std::endl; + return 0; +} + diff --git a/new_examples/intro/intro_gamma.cpp b/new_examples/intro/intro_gamma.cpp new file mode 100644 index 0000000000..5d7ae89a8f --- /dev/null +++ b/new_examples/intro/intro_gamma.cpp @@ -0,0 +1,103 @@ +/* + Copyright (c) 2024 Intel Corporation + + Licensed under the Apache License, Version 2.0 (the "License"); + you may not use this file except in compliance with the License. + You may obtain a copy of the License at + + http://www.apache.org/licenses/LICENSE-2.0 + + Unless required by applicable law or agreed to in writing, software + distributed under the License is distributed on an "AS IS" BASIS, + WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + See the License for the specific language governing permissions and + limitations under the License. +*/ + +#include +#include +#include +#include "intro_examples.h" + +using ImagePtr = std::shared_ptr; + +ImagePtr applyGamma(ImagePtr image_ptr, double gamma); +ImagePtr applyTint(ImagePtr image_ptr, const double *tints); +void writeImage(ImagePtr image_ptr); + +void fig_1_7(const std::vector& image_vector) { + const double tint_array[] = {0.75, 0, 0}; + for (ImagePtr img : image_vector) { + img = applyGamma(img, 1.4); + img = applyTint(img, tint_array); + writeImage(img); + } +} + +ImagePtr applyGamma(ImagePtr image_ptr, double gamma) { + auto output_image_ptr = + std::make_shared(image_ptr->name() + "_gamma", + ch01::IMAGE_WIDTH, ch01::IMAGE_HEIGHT); + auto in_rows = image_ptr->rows(); + auto out_rows = output_image_ptr->rows(); + const int height = in_rows.size(); + const int width = in_rows[1] - in_rows[0]; + + for ( int i = 0; i < height; ++i ) { + for ( int j = 0; j < width; ++j ) { + const ch01::Image::Pixel& p = in_rows[i][j]; + double v = 0.3*p.bgra[2] + 0.59*p.bgra[1] + 0.11*p.bgra[0]; + double res = pow(v, gamma); + if(res > ch01::MAX_BGR_VALUE) res = ch01::MAX_BGR_VALUE; + out_rows[i][j] = ch01::Image::Pixel(res, res, res); + } + } + return output_image_ptr; +} + +ImagePtr applyTint(ImagePtr image_ptr, const double *tints) { + auto output_image_ptr = + std::make_shared(image_ptr->name() + "_tinted", + ch01::IMAGE_WIDTH, ch01::IMAGE_HEIGHT); + auto in_rows = image_ptr->rows(); + auto out_rows = output_image_ptr->rows(); + int height = in_rows.size(); + const int width = in_rows[1] - in_rows[0]; + + for ( int i = 0; i < height; ++i ) { + for ( int j = 0; j < width; ++j ) { + const ch01::Image::Pixel& p = in_rows[i][j]; + std::uint8_t b = (double)p.bgra[0] + + (ch01::MAX_BGR_VALUE-p.bgra[0])*tints[0]; + std::uint8_t g = (double)p.bgra[1] + + (ch01::MAX_BGR_VALUE-p.bgra[1])*tints[1]; + std::uint8_t r = (double)p.bgra[2] + + (ch01::MAX_BGR_VALUE-p.bgra[2])*tints[2]; + out_rows[i][j] = + ch01::Image::Pixel( + (b > ch01::MAX_BGR_VALUE) ? ch01::MAX_BGR_VALUE : b, + (g > ch01::MAX_BGR_VALUE) ? ch01::MAX_BGR_VALUE : g, + (r > ch01::MAX_BGR_VALUE) ? ch01::MAX_BGR_VALUE : r + ); + } + } + return output_image_ptr; +} + +void writeImage(ImagePtr image_ptr) { + image_ptr->write( (image_ptr->name() + ".bmp").c_str()); +} + +int main(int argc, char* argv[]) { + std::vector image_vector; + + for ( int i = 2000; i < 20000000; i *= 10 ) + image_vector.push_back(ch01::makeFractalImage(i)); + + tbb::tick_count t0 = tbb::tick_count::now(); + fig_1_7(image_vector); + std::cout << "Time : " << (tbb::tick_count::now()-t0).seconds() + << " seconds" << std::endl; + return 0; +} + diff --git a/new_examples/intro/intro_helloPSTL.cpp b/new_examples/intro/intro_helloPSTL.cpp new file mode 100644 index 0000000000..6cc5e2d084 --- /dev/null +++ b/new_examples/intro/intro_helloPSTL.cpp @@ -0,0 +1,29 @@ +/* + Copyright (c) 2024 Intel Corporation + + Licensed under the Apache License, Version 2.0 (the "License"); + you may not use this file except in compliance with the License. + You may obtain a copy of the License at + + http://www.apache.org/licenses/LICENSE-2.0 + + Unless required by applicable law or agreed to in writing, software + distributed under the License is distributed on an "AS IS" BASIS, + WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + See the License for the specific language governing permissions and + limitations under the License. +*/ + +#include +#include + +#include +#include + +int main() { + std::vector v = { " Hello ", " Parallel STL! " }; + std::for_each(dpl::execution::par, v.begin(), v.end(), + [](std::string& s) { std::cout << s << std::endl; }); + return 0; +} + diff --git a/new_examples/intro/intro_helloTBB.cpp b/new_examples/intro/intro_helloTBB.cpp new file mode 100644 index 0000000000..1303c026e7 --- /dev/null +++ b/new_examples/intro/intro_helloTBB.cpp @@ -0,0 +1,27 @@ +/* + Copyright (c) 2024 Intel Corporation + + Licensed under the Apache License, Version 2.0 (the "License"); + you may not use this file except in compliance with the License. + You may obtain a copy of the License at + + http://www.apache.org/licenses/LICENSE-2.0 + + Unless required by applicable law or agreed to in writing, software + distributed under the License is distributed on an "AS IS" BASIS, + WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + See the License for the specific language governing permissions and + limitations under the License. +*/ + +#include +#include + +int main() { + tbb::parallel_invoke( + []() { std::cout << " Hello " << std::endl; }, + []() { std::cout << " TBB! " << std::endl; } + ); + return 0; +} + diff --git a/new_examples/intro/intro_parallel_for.cpp b/new_examples/intro/intro_parallel_for.cpp new file mode 100644 index 0000000000..ffa0e9d26e --- /dev/null +++ b/new_examples/intro/intro_parallel_for.cpp @@ -0,0 +1,148 @@ +/* + Copyright (c) 2024 Intel Corporation + + Licensed under the Apache License, Version 2.0 (the "License"); + you may not use this file except in compliance with the License. + You may obtain a copy of the License at + + http://www.apache.org/licenses/LICENSE-2.0 + + Unless required by applicable law or agreed to in writing, software + distributed under the License is distributed on an "AS IS" BASIS, + WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + See the License for the specific language governing permissions and + limitations under the License. +*/ + +#include +#include +#include +#include "intro_examples.h" + +using ImagePtr = std::shared_ptr; +void writeImage(ImagePtr image_ptr); + +ImagePtr applyGamma(ImagePtr image_ptr, double gamma) { + auto output_image_ptr = + std::make_shared(image_ptr->name() + "_gamma", + ch01::IMAGE_WIDTH, ch01::IMAGE_HEIGHT); + auto in_rows = image_ptr->rows(); + auto out_rows = output_image_ptr->rows(); + const int height = in_rows.size(); + const int width = in_rows[1] - in_rows[0]; + + tbb::parallel_for( 0, height, + [&in_rows, &out_rows, width, gamma](int i) { + for ( int j = 0; j < width; ++j ) { + const ch01::Image::Pixel& p = in_rows[i][j]; + double v = 0.3*p.bgra[2] + 0.59*p.bgra[1] + 0.11*p.bgra[0]; + double res = pow(v, gamma); + if(res > ch01::MAX_BGR_VALUE) res = ch01::MAX_BGR_VALUE; + out_rows[i][j] = ch01::Image::Pixel(res, res, res); + } + } + ); + return output_image_ptr; +} + +ImagePtr applyTint(ImagePtr image_ptr, const double *tints) { + auto output_image_ptr = + std::make_shared(image_ptr->name() + "_tinted", + ch01::IMAGE_WIDTH, ch01::IMAGE_HEIGHT); + auto in_rows = image_ptr->rows(); + auto out_rows = output_image_ptr->rows(); + const int height = in_rows.size(); + const int width = in_rows[1] - in_rows[0]; + + tbb::parallel_for( 0, height, + [&in_rows, &out_rows, width, tints](int i) { + for ( int j = 0; j < width; ++j ) { + const ch01::Image::Pixel& p = in_rows[i][j]; + std::uint8_t b = (double)p.bgra[0] + + (ch01::MAX_BGR_VALUE-p.bgra[0])*tints[0]; + std::uint8_t g = (double)p.bgra[1] + + (ch01::MAX_BGR_VALUE-p.bgra[1])*tints[1]; + std::uint8_t r = (double)p.bgra[2] + + (ch01::MAX_BGR_VALUE-p.bgra[2])*tints[2]; + out_rows[i][j] = + ch01::Image::Pixel( + (b > ch01::MAX_BGR_VALUE) ? ch01::MAX_BGR_VALUE : b, + (g > ch01::MAX_BGR_VALUE) ? ch01::MAX_BGR_VALUE : g, + (r > ch01::MAX_BGR_VALUE) ? ch01::MAX_BGR_VALUE : r + ); + } + } + ); + return output_image_ptr; +} + +void fig_1_11(std::vector& image_vector) { + const double tint_array[] = {0.75, 0, 0}; + + tbb::flow::graph g; + + int i = 0; + tbb::flow::input_node src( g, [&]( tbb::flow_control &fc ) -> ImagePtr + { + if ( i < image_vector.size() ) + { + return image_vector[i++]; + } + else + { + fc.stop(); + return nullptr; + } + }); + + tbb::flow::function_node gamma(g, + tbb::flow::unlimited, + [] (ImagePtr img) -> ImagePtr { + return applyGamma(img, 1.4); + } + ); + + tbb::flow::function_node tint(g, + tbb::flow::unlimited, + [tint_array] (ImagePtr img) -> ImagePtr { + return applyTint(img, tint_array); + } + ); + + tbb::flow::function_node write(g, + tbb::flow::unlimited, + [] (ImagePtr img) { + writeImage(img); + } + ); + + tbb::flow::make_edge(src, gamma); + tbb::flow::make_edge(gamma, tint); + tbb::flow::make_edge(tint, write); + src.activate(); + g.wait_for_all(); +} + +void writeImage(ImagePtr image_ptr) { + image_ptr->write( (image_ptr->name() + ".bmp").c_str()); +} + +int main(int argc, char* argv[]) { + std::vector image_vector; + + for ( int i = 2000; i < 20000000; i *= 10 ) + image_vector.push_back(ch01::makeFractalImage(i)); + + // warmup the scheduler + tbb::parallel_for(0, tbb::this_task_arena::max_concurrency(), [](int) { + tbb::tick_count t0 = tbb::tick_count::now(); + while ((tbb::tick_count::now() - t0).seconds() < 0.01); + }); + + tbb::tick_count t0 = tbb::tick_count::now(); + fig_1_11(image_vector); + std::cout << "Time : " << (tbb::tick_count::now()-t0).seconds() + << " seconds" << std::endl; + return 0; +} + diff --git a/new_examples/intro/intro_parallel_for_transform.cpp b/new_examples/intro/intro_parallel_for_transform.cpp new file mode 100644 index 0000000000..d7ba3772b0 --- /dev/null +++ b/new_examples/intro/intro_parallel_for_transform.cpp @@ -0,0 +1,155 @@ +/* + Copyright (c) 2024 Intel Corporation + + Licensed under the Apache License, Version 2.0 (the "License"); + you may not use this file except in compliance with the License. + You may obtain a copy of the License at + + http://www.apache.org/licenses/LICENSE-2.0 + + Unless required by applicable law or agreed to in writing, software + distributed under the License is distributed on an "AS IS" BASIS, + WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + See the License for the specific language governing permissions and + limitations under the License. +*/ + +#include +#include +#include +#include +#include +#include "intro_examples.h" + +using ImagePtr = std::shared_ptr; +void writeImage(ImagePtr image_ptr); + +ImagePtr applyGamma(ImagePtr image_ptr, double gamma) { + auto output_image_ptr = + std::make_shared(image_ptr->name() + "_gamma", + ch01::IMAGE_WIDTH, ch01::IMAGE_HEIGHT); + auto in_rows = image_ptr->rows(); + auto out_rows = output_image_ptr->rows(); + const int height = in_rows.size(); + const int width = in_rows[1] - in_rows[0]; + + tbb::parallel_for( 0, height, + [&in_rows, &out_rows, width, gamma](int i) { + auto in_row = in_rows[i]; + auto out_row = out_rows[i]; + std::transform(dpl::execution::unseq, in_row, in_row+width, + out_row, [gamma](const ch01::Image::Pixel& p) { + double v = 0.3*p.bgra[2] + 0.59*p.bgra[1] + 0.11*p.bgra[0]; + double res = pow(v, gamma); + if(res > ch01::MAX_BGR_VALUE) res = ch01::MAX_BGR_VALUE; + return ch01::Image::Pixel(res, res, res); + }); + } + ); + return output_image_ptr; +} + +ImagePtr applyTint(ImagePtr image_ptr, const double *tints) { + auto output_image_ptr = + std::make_shared(image_ptr->name() + "_tinted", + ch01::IMAGE_WIDTH, ch01::IMAGE_HEIGHT); + auto in_rows = image_ptr->rows(); + auto out_rows = output_image_ptr->rows(); + const int height = in_rows.size(); + const int width = in_rows[1] - in_rows[0]; + + tbb::parallel_for( 0, height, + [&in_rows, &out_rows, width, tints](int i) { + auto in_row = in_rows[i]; + auto out_row = out_rows[i]; + std::transform(dpl::execution::unseq, in_row, in_row+width, + out_row, [tints](const ch01::Image::Pixel& p) { + std::uint8_t b = (double)p.bgra[0] + + (ch01::MAX_BGR_VALUE-p.bgra[0])*tints[0]; + std::uint8_t g = (double)p.bgra[1] + + (ch01::MAX_BGR_VALUE-p.bgra[1])*tints[1]; + std::uint8_t r = (double)p.bgra[2] + + (ch01::MAX_BGR_VALUE-p.bgra[2])*tints[2]; + return ch01::Image::Pixel( + (b > ch01::MAX_BGR_VALUE) ? ch01::MAX_BGR_VALUE : b, + (g > ch01::MAX_BGR_VALUE) ? ch01::MAX_BGR_VALUE : g, + (r > ch01::MAX_BGR_VALUE) ? ch01::MAX_BGR_VALUE : r + ); + }); + } + ); + return output_image_ptr; +} + +void fig_1_12(std::vector& image_vector) { + const double tint_array[] = {0.75, 0, 0}; + + tbb::flow::graph g; + + int i = 0; + tbb::flow::input_node src( g, [&]( tbb::flow_control &fc ) -> ImagePtr + { + if ( i < image_vector.size() ) + { + return image_vector[i++]; + } + else + { + fc.stop(); + return nullptr; + } + }); + + tbb::flow::function_node gamma(g, + tbb::flow::unlimited, + [] (ImagePtr img) -> ImagePtr { + return applyGamma(img, 1.4); + } + ); + + tbb::flow::function_node tint(g, + tbb::flow::unlimited, + [tint_array] (ImagePtr img) -> ImagePtr { + return applyTint(img, tint_array); + } + ); + + tbb::flow::function_node write(g, + tbb::flow::unlimited, + [] (ImagePtr img) { + writeImage(img); + } + ); + + tbb::flow::make_edge(src, gamma); + tbb::flow::make_edge(gamma, tint); + tbb::flow::make_edge(tint, write); + src.activate(); + g.wait_for_all(); +} + +void writeImage(ImagePtr image_ptr) { + image_ptr->write( (image_ptr->name() + ".bmp").c_str()); +} + +int main(int argc, char* argv[]) { + std::vector image_vector; + + for ( int i = 2000; i < 20000000; i *= 10 ) + image_vector.push_back(ch01::makeFractalImage(i)); + + // warmup the scheduler + tbb::parallel_for(0, tbb::this_task_arena::max_concurrency(), + [](int) { + tbb::tick_count t0 = tbb::tick_count::now(); + while ((tbb::tick_count::now() - t0).seconds() < 0.01); + } + ); + + tbb::tick_count t0 = tbb::tick_count::now(); + fig_1_12(image_vector); + std::cout << "Time : " << (tbb::tick_count::now()-t0).seconds() + << " seconds" << std::endl; + return 0; +} + diff --git a/new_examples/intro/intro_sidebar_functor.cpp b/new_examples/intro/intro_sidebar_functor.cpp new file mode 100644 index 0000000000..275859ba48 --- /dev/null +++ b/new_examples/intro/intro_sidebar_functor.cpp @@ -0,0 +1,52 @@ +/* + Copyright (c) 2024 Intel Corporation + + Licensed under the Apache License, Version 2.0 (the "License"); + you may not use this file except in compliance with the License. + You may obtain a copy of the License at + + http://www.apache.org/licenses/LICENSE-2.0 + + Unless required by applicable law or agreed to in writing, software + distributed under the License is distributed on an "AS IS" BASIS, + WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + See the License for the specific language governing permissions and + limitations under the License. +*/ + +#include + +class Functor { + int my_i; + int& my_jRef; + +public: + Functor(int i, int& j) : my_i{i}, my_jRef{j} { } + + int operator()(int k0, int& l0) { + my_jRef = 2 * my_jRef; + k0 = 2 * k0; + l0 = 2 * l0; + return my_i + my_jRef + k0 + l0; + } +}; + +void PrintValues(int i, int j, int k, int l) { + std::cout << "i == " << i << std::endl + << "j == " << j << std::endl + << "k == " << k << std::endl + << "l == " << l << std::endl; +} + +int main(int argc, char *argv[]) { + int i = 1, j = 10, k = 100, l = 1000; + Functor f{i,j}; + + PrintValues(i, j, k, l); + std::cout << "First call returned " << f(k, l) << std::endl; + PrintValues(i, j, k, l); + std::cout << "Second call returned " << f(k, l) << std::endl; + PrintValues(i, j, k, l); + return 0; +} + diff --git a/new_examples/intro/intro_sidebar_lambda.cpp b/new_examples/intro/intro_sidebar_lambda.cpp new file mode 100644 index 0000000000..5ba480da6c --- /dev/null +++ b/new_examples/intro/intro_sidebar_lambda.cpp @@ -0,0 +1,42 @@ +/* + Copyright (c) 2024 Intel Corporation + + Licensed under the Apache License, Version 2.0 (the "License"); + you may not use this file except in compliance with the License. + You may obtain a copy of the License at + + http://www.apache.org/licenses/LICENSE-2.0 + + Unless required by applicable law or agreed to in writing, software + distributed under the License is distributed on an "AS IS" BASIS, + WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + See the License for the specific language governing permissions and + limitations under the License. +*/ + +#include + +void printValues(int i, int j, int k, int l) { + std::cout << "i == " << i << std::endl + << "j == " << j << std::endl + << "k == " << k << std::endl + << "l == " << l << std::endl; +} + +int main(int argc, char *argv[]) { + int i = 1, j = 10, k = 100, l = 1000; + auto lambdaExpression = [i, &j] (int k0, int& l0) -> int { + j = 2 * j; + k0 = 2 * k0; + l0 = 2 * l0; + return i + j + k0 + l0; + }; + + printValues(i, j, k, l); + std::cout << "First call returned " << lambdaExpression(k, l) << std::endl; + printValues(i, j, k, l); + std::cout << "Second call returned " << lambdaExpression(k, l) << std::endl; + printValues(i, j, k, l); + return 0; +} + From 993ed327df32205db7d16000cc90888123f2fc6a Mon Sep 17 00:00:00 2001 From: James Reinders Date: Tue, 17 Sep 2024 15:33:37 -0700 Subject: [PATCH 02/37] added intro_pi --- new_examples/intro/CMakeLists.txt | 3 +- new_examples/intro/intro_pi.cpp | 202 ++++++++++++++++++++++++++++++ 2 files changed, 204 insertions(+), 1 deletion(-) create mode 100644 new_examples/intro/intro_pi.cpp diff --git a/new_examples/intro/CMakeLists.txt b/new_examples/intro/CMakeLists.txt index 7f01a0b3e9..d4f0ea1db5 100644 --- a/new_examples/intro/CMakeLists.txt +++ b/new_examples/intro/CMakeLists.txt @@ -1,7 +1,8 @@ set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -tbb") set(CMAKE_CXX_LINKER_FLAGS "-tbb") -foreach(tpp intro_flowgraph.cpp +foreach(tpp intro_pi.cpp + intro_flowgraph.cpp intro_gamma.cpp intro_helloPSTL.cpp intro_helloTBB.cpp diff --git a/new_examples/intro/intro_pi.cpp b/new_examples/intro/intro_pi.cpp new file mode 100644 index 0000000000..232e843edc --- /dev/null +++ b/new_examples/intro/intro_pi.cpp @@ -0,0 +1,202 @@ +/* + Copyright (c) 2024 Intel Corporation + + Licensed under the Apache License, Version 2.0 (the "License"); + you may not use this file except in compliance with the License. + You may obtain a copy of the License at + + http://www.apache.org/licenses/LICENSE-2.0 + + Unless required by applicable law or agreed to in writing, software + distributed under the License is distributed on an "AS IS" BASIS, + WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + See the License for the specific language governing permissions and + limitations under the License. +*/ + +#include +#include +#include +#include +#include +#include + +#include +#include +#include +#include + +using namespace std; + +#define HOWMANY 1234 + +// This program employs a "BBP-type" digit extraction scheme to produce hex digits of pi. +// This code is valid up to ic = 2^24 on systems with IEEE arithmetic. +// +// "BBP-type formulas" for pi originally developed by Simon Plouffe +// https://www.nas.nasa.gov/assets/nas/pdf/techreports/1996/nas-96-016.pdf +// http://www.plouffe.fr/simon/articlepi.html +// https://arxiv.org/ftp/arxiv/papers/2201/2201.12601.pdf +// https://www.davidhbailey.com/dhbpapers/bbp-formulas.pdf +// + +class bbpHexPi { +private: + static const int ntp = 25; + static constexpr double tp[ntp] = { + 1.0, // 0 + 2.0, // 1 + 4.0, // 2 + 8.0, // 3 + 16.0, // 4 + 32.0, // 5 + 64.0, // 6 + 128.0, // 7 + 256.0, // 8 + 512.0, // 9 + 1024.0, // 10 + 2048.0, // 11 + 4096.0, // 12 + 8192.0, // 13 + 16384.0, // 14 + 32768.0, // 15 + 65536.0, // 16 + 131072.0, // 17 + 262144.0, // 18 + 524288.0, // 19 + 1048576.0, // 20 + 2097152.0, // 21 + 4194304.0, // 22 + 8388608.0, // 23 + 16777216.0 // 24 + }; + + +public: +// +// ------- Compute 16^p mod ak +// This routine uses the left-to-right binary exponentiation scheme. +// It is valid for ak <= 2^24. +// + double expm(double p, double ak) { + double p1, pt, r; + int i; + + if (ak == 1.0) return 0.0; + + for (i = 0; tp[i] <= p; i++) ; // Find the greatest power of two <= p. + pt = tp[i-1]; + p1 = p; + r = 1.0; + + while (pt >= 1.0) { // Perform binary exponentiation algorithm modulo ak. + if (p1 >= pt) { + r = fmod( 16.0 * r, ak); + p1 -= pt; + } + pt *= 0.5; + if (pt >= 1.0) + r = fmod(r * r, ak); + } + return fmod(r, ak); + } // expm + + // + // Evaluate the series sum_k 16^(ic-k)/(8*k+m) + // using the modular exponentiation technique. + // + double series(int m, long ic) { + const double eps = 1.0e-17; + double ak, p, s, t; + long k; + + s = 0.0; + for (k = 0; k < ic; k++) { // Sum the series up to ic. + ak = 8 * k + m; + p = ic - k; + t = expm(p, ak); + s += t / ak; + s -= floor(s); + } + p = 16.0; t = 1.0; + for (k = ic; t > eps; k++) { // Compute a few terms where k >= ic. + ak = 8 * k + m; + p /= 16.0; + t = p / ak; + s += t; + s -= floor(s); + } + return s; + } // series + + // + // Compute four hex digits starting at position pos + // + unsigned EightHexPiDigits(int startposition) { + const int octo8 = 8; + long fractionalposition; + double pid, s1, s2, s3, s4, y; + unsigned result = 0; + + fractionalposition = startposition - 1; + + if (!startposition) + return 0x3243f6a8; + + if (startposition < 0) + return 0xFEFEFEFE; + + if (fractionalposition > 16777216L) + return 0xBEBEBEBE; + + s1 = series(1, fractionalposition); + s2 = series(4, fractionalposition); + s3 = series(5, fractionalposition); + s4 = series(6, fractionalposition); + pid = fmod( 4.0 * s1 - 2.0 * s2 - s3 - s4, 1.0); + + if (pid < 0) + pid += 1.0; + + y = fabs(pid); + + for (int i = 0; i < octo8; i++) { + y = 16.0 * (y - floor(y)); + result = (result << 4) + ((unsigned) y); + } + + return result; + } +}; // Class bbpHexPi + + +// The existance of "BBP-type formulas" for mathematical constants +// were first discovered for pi by Simon Plouffe. +// This program employs his "BBP-type" digit extraction scheme to +// produce hex digits of pi. +// Interested related papers include: +// https://www.davidhbailey.com/dhbpapers/bbp-formulas.pdf +// https://www.nas.nasa.gov/assets/nas/pdf/techreports/1996/nas-96-016.pdf +// http://www.plouffe.fr/simon/articlepi.html +// https://arxiv.org/ftp/arxiv/papers/2201/2201.12601.pdf + +int main(int argc, char **argv) +{ + auto values = std::vector(HOWMANY); + + bbpHexPi bbp; + + tbb::parallel_for(tbb::blocked_range(0,values.size()), + [&](tbb::blocked_range r) { + for (int i=r.begin(); i Date: Tue, 17 Sep 2024 16:14:02 -0700 Subject: [PATCH 03/37] adjusted function names to no longer name figure numbers from prior book --- new_examples/intro/intro_flowgraph.cpp | 4 ++-- new_examples/intro/intro_gamma.cpp | 4 ++-- new_examples/intro/intro_parallel_for.cpp | 4 ++-- new_examples/intro/intro_parallel_for_transform.cpp | 4 ++-- 4 files changed, 8 insertions(+), 8 deletions(-) diff --git a/new_examples/intro/intro_flowgraph.cpp b/new_examples/intro/intro_flowgraph.cpp index 7c08ec143b..accdaf0352 100644 --- a/new_examples/intro/intro_flowgraph.cpp +++ b/new_examples/intro/intro_flowgraph.cpp @@ -25,7 +25,7 @@ ImagePtr applyGamma(ImagePtr image_ptr, double gamma); ImagePtr applyTint(ImagePtr image_ptr, const double *tints); void writeImage(ImagePtr image_ptr); -void fig_1_10(const std::vector& image_vector) { +void myfuncFG(const std::vector& image_vector) { const double tint_array[] = {0.75, 0, 0}; tbb::flow::graph g; @@ -138,7 +138,7 @@ int main(int argc, char* argv[]) { }); tbb::tick_count t0 = tbb::tick_count::now(); - fig_1_10(image_vector); + myfuncFG(image_vector); std::cout << "Time : " << (tbb::tick_count::now()-t0).seconds() << " seconds" << std::endl; return 0; diff --git a/new_examples/intro/intro_gamma.cpp b/new_examples/intro/intro_gamma.cpp index 5d7ae89a8f..a156a2e8fc 100644 --- a/new_examples/intro/intro_gamma.cpp +++ b/new_examples/intro/intro_gamma.cpp @@ -25,7 +25,7 @@ ImagePtr applyGamma(ImagePtr image_ptr, double gamma); ImagePtr applyTint(ImagePtr image_ptr, const double *tints); void writeImage(ImagePtr image_ptr); -void fig_1_7(const std::vector& image_vector) { +void myfuncG(const std::vector& image_vector) { const double tint_array[] = {0.75, 0, 0}; for (ImagePtr img : image_vector) { img = applyGamma(img, 1.4); @@ -95,7 +95,7 @@ int main(int argc, char* argv[]) { image_vector.push_back(ch01::makeFractalImage(i)); tbb::tick_count t0 = tbb::tick_count::now(); - fig_1_7(image_vector); + myfuncG(image_vector); std::cout << "Time : " << (tbb::tick_count::now()-t0).seconds() << " seconds" << std::endl; return 0; diff --git a/new_examples/intro/intro_parallel_for.cpp b/new_examples/intro/intro_parallel_for.cpp index ffa0e9d26e..e76363e1ee 100644 --- a/new_examples/intro/intro_parallel_for.cpp +++ b/new_examples/intro/intro_parallel_for.cpp @@ -76,7 +76,7 @@ ImagePtr applyTint(ImagePtr image_ptr, const double *tints) { return output_image_ptr; } -void fig_1_11(std::vector& image_vector) { +void myfuncPF(std::vector& image_vector) { const double tint_array[] = {0.75, 0, 0}; tbb::flow::graph g; @@ -140,7 +140,7 @@ int main(int argc, char* argv[]) { }); tbb::tick_count t0 = tbb::tick_count::now(); - fig_1_11(image_vector); + myfuncPF(image_vector); std::cout << "Time : " << (tbb::tick_count::now()-t0).seconds() << " seconds" << std::endl; return 0; diff --git a/new_examples/intro/intro_parallel_for_transform.cpp b/new_examples/intro/intro_parallel_for_transform.cpp index d7ba3772b0..ce496db47e 100644 --- a/new_examples/intro/intro_parallel_for_transform.cpp +++ b/new_examples/intro/intro_parallel_for_transform.cpp @@ -81,7 +81,7 @@ ImagePtr applyTint(ImagePtr image_ptr, const double *tints) { return output_image_ptr; } -void fig_1_12(std::vector& image_vector) { +void myfuncPFtransform(std::vector& image_vector) { const double tint_array[] = {0.75, 0, 0}; tbb::flow::graph g; @@ -147,7 +147,7 @@ int main(int argc, char* argv[]) { ); tbb::tick_count t0 = tbb::tick_count::now(); - fig_1_12(image_vector); + myfuncPFtransform(image_vector); std::cout << "Time : " << (tbb::tick_count::now()-t0).seconds() << " seconds" << std::endl; return 0; From 106abe8a9fcecf48989d94b2e71e4ad263ccd1c9 Mon Sep 17 00:00:00 2001 From: James Reinders Date: Tue, 17 Sep 2024 16:44:22 -0700 Subject: [PATCH 04/37] added timing version for pi --- new_examples/intro/CMakeLists.txt | 1 + new_examples/intro/intro_pi.cpp | 21 +-- new_examples/intro/intro_pi_timing.cpp | 214 +++++++++++++++++++++++++ 3 files changed, 227 insertions(+), 9 deletions(-) create mode 100755 new_examples/intro/intro_pi_timing.cpp diff --git a/new_examples/intro/CMakeLists.txt b/new_examples/intro/CMakeLists.txt index d4f0ea1db5..1efda6b038 100644 --- a/new_examples/intro/CMakeLists.txt +++ b/new_examples/intro/CMakeLists.txt @@ -2,6 +2,7 @@ set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -tbb") set(CMAKE_CXX_LINKER_FLAGS "-tbb") foreach(tpp intro_pi.cpp + intro_pi_timing.cpp intro_flowgraph.cpp intro_gamma.cpp intro_helloPSTL.cpp diff --git a/new_examples/intro/intro_pi.cpp b/new_examples/intro/intro_pi.cpp index 232e843edc..f554dfbffa 100644 --- a/new_examples/intro/intro_pi.cpp +++ b/new_examples/intro/intro_pi.cpp @@ -184,18 +184,21 @@ int main(int argc, char **argv) { auto values = std::vector(HOWMANY); - bbpHexPi bbp; + { + bbpHexPi bbp; - tbb::parallel_for(tbb::blocked_range(0,values.size()), - [&](tbb::blocked_range r) { - for (int i=r.begin(); i(0,values.size()), + [&](tbb::blocked_range r) { + for (int i=r.begin(); i +#include +#include +#include +#include +#include + +#include +#include +#include +#include + +using namespace std; + +#define HOWMANY 10000 + +// This program employs a "BBP-type" digit extraction scheme to produce hex digits of pi. +// This code is valid up to ic = 2^24 on systems with IEEE arithmetic. +// +// "BBP-type formulas" for pi originally developed by Simon Plouffe +// https://www.nas.nasa.gov/assets/nas/pdf/techreports/1996/nas-96-016.pdf +// http://www.plouffe.fr/simon/articlepi.html +// https://arxiv.org/ftp/arxiv/papers/2201/2201.12601.pdf +// https://www.davidhbailey.com/dhbpapers/bbp-formulas.pdf +// + +class bbpHexPi { +private: + static const int ntp = 25; + static constexpr double tp[ntp] = { + 1.0, // 0 + 2.0, // 1 + 4.0, // 2 + 8.0, // 3 + 16.0, // 4 + 32.0, // 5 + 64.0, // 6 + 128.0, // 7 + 256.0, // 8 + 512.0, // 9 + 1024.0, // 10 + 2048.0, // 11 + 4096.0, // 12 + 8192.0, // 13 + 16384.0, // 14 + 32768.0, // 15 + 65536.0, // 16 + 131072.0, // 17 + 262144.0, // 18 + 524288.0, // 19 + 1048576.0, // 20 + 2097152.0, // 21 + 4194304.0, // 22 + 8388608.0, // 23 + 16777216.0 // 24 + }; + + +public: +// +// ------- Compute 16^p mod ak +// This routine uses the left-to-right binary exponentiation scheme. +// It is valid for ak <= 2^24. +// + double expm(double p, double ak) { + double p1, pt, r; + int i; + + if (ak == 1.0) return 0.0; + + for (i = 0; tp[i] <= p; i++) ; // Find the greatest power of two <= p. + pt = tp[i-1]; + p1 = p; + r = 1.0; + + while (pt >= 1.0) { // Perform binary exponentiation algorithm modulo ak. + if (p1 >= pt) { + r = fmod( 16.0 * r, ak); + p1 -= pt; + } + pt *= 0.5; + if (pt >= 1.0) + r = fmod(r * r, ak); + } + return fmod(r, ak); + } // expm + + // + // Evaluate the series sum_k 16^(ic-k)/(8*k+m) + // using the modular exponentiation technique. + // + double series(int m, long ic) { + const double eps = 1.0e-17; + double ak, p, s, t; + long k; + + s = 0.0; + for (k = 0; k < ic; k++) { // Sum the series up to ic. + ak = 8 * k + m; + p = ic - k; + t = expm(p, ak); + s += t / ak; + s -= floor(s); + } + p = 16.0; t = 1.0; + for (k = ic; t > eps; k++) { // Compute a few terms where k >= ic. + ak = 8 * k + m; + p /= 16.0; + t = p / ak; + s += t; + s -= floor(s); + } + return s; + } // series + + // + // Compute four hex digits starting at position pos + // + unsigned EightHexPiDigits(int startposition) { + const int octo8 = 8; + long fractionalposition; + double pid, s1, s2, s3, s4, y; + unsigned result = 0; + + fractionalposition = startposition - 1; + + if (!startposition) + return 0x3243f6a8; + + if (startposition < 0) + return 0xFEFEFEFE; + + if (fractionalposition > 16777216L) + return 0xBEBEBEBE; + + s1 = series(1, fractionalposition); + s2 = series(4, fractionalposition); + s3 = series(5, fractionalposition); + s4 = series(6, fractionalposition); + pid = fmod( 4.0 * s1 - 2.0 * s2 - s3 - s4, 1.0); + + if (pid < 0) + pid += 1.0; + + y = fabs(pid); + + for (int i = 0; i < octo8; i++) { + y = 16.0 * (y - floor(y)); + result = (result << 4) + ((unsigned) y); + } + + return result; + } +}; // Class bbpHexPi + + +// The existance of "BBP-type formulas" for mathematical constants +// were first discovered for pi by Simon Plouffe. +// This program employs his "BBP-type" digit extraction scheme to +// produce hex digits of pi. +// Interested related papers include: +// https://www.davidhbailey.com/dhbpapers/bbp-formulas.pdf +// https://www.nas.nasa.gov/assets/nas/pdf/techreports/1996/nas-96-016.pdf +// http://www.plouffe.fr/simon/articlepi.html +// https://arxiv.org/ftp/arxiv/papers/2201/2201.12601.pdf + +int main(int argc, char **argv) +{ + auto values = std::vector(HOWMANY); + + for ( auto idx = 1; idx < 225; idx++ ) { + // Limit the number of threads to two for all oneTBB parallel interfaces + tbb::global_control global_limit(tbb::global_control::max_allowed_parallelism, idx); + + bbpHexPi bbp; + + auto t1 = + chrono::steady_clock::now(); // Start timing + tbb::parallel_for(tbb::blocked_range(0,values.size()), + [&](tbb::blocked_range r) { + for (int i=r.begin(); i(t2 - t1).count()); + + for (unsigned eightdigits : values) + printf("%.8x", eightdigits); + + printf("\n%4d Time %20.0f\n",idx,timed); + + } + + return 0; +} From 51f4f83a64d305c03e0b4c30889a7a88fb774818 Mon Sep 17 00:00:00 2001 From: James Reinders Date: Fri, 20 Sep 2024 13:41:08 -0700 Subject: [PATCH 05/37] completed files needed for algorithms chapter of new book --- .../algorithms/3Dstereo_parallel_pipeline.cpp | 193 + .../3Dstereo_serial_no_pipeline.cpp | 147 + new_examples/algorithms/CMakeLists.txt | 3 +- new_examples/algorithms/input1.png | Bin 0 -> 2817871 bytes new_examples/algorithms/input2.png | Bin 0 -> 2808091 bytes new_examples/algorithms/lodepng.cpp | 6017 +++++++++++++++++ new_examples/algorithms/lodepng.h | 1964 ++++++ .../parallel_invoke_two_quicksorts.cpp | 2 +- .../parallel_scan_line_of_sight.cpp | 3 +- new_examples/algorithms/parallel_sort.cpp | 50 + .../algorithms_code_for_coloring.cpp | 192 + 11 files changed, 8568 insertions(+), 3 deletions(-) create mode 100644 new_examples/algorithms/3Dstereo_parallel_pipeline.cpp create mode 100644 new_examples/algorithms/3Dstereo_serial_no_pipeline.cpp create mode 100644 new_examples/algorithms/input1.png create mode 100644 new_examples/algorithms/input2.png create mode 100644 new_examples/algorithms/lodepng.cpp create mode 100644 new_examples/algorithms/lodepng.h create mode 100644 new_examples/algorithms/parallel_sort.cpp create mode 100644 new_examples/book_editorial_purposes_only/algorithms_code_for_coloring.cpp diff --git a/new_examples/algorithms/3Dstereo_parallel_pipeline.cpp b/new_examples/algorithms/3Dstereo_parallel_pipeline.cpp new file mode 100644 index 0000000000..a76be109a3 --- /dev/null +++ b/new_examples/algorithms/3Dstereo_parallel_pipeline.cpp @@ -0,0 +1,193 @@ +/* + Copyright (c) 2024 Intel Corporation + + Licensed under the Apache License, Version 2.0 (the "License"); + you may not use this file except in compliance with the License. + You may obtain a copy of the License at + + http://www.apache.org/licenses/LICENSE-2.0 + + Unless required by applicable law or agreed to in writing, software + distributed under the License is distributed on an "AS IS" BASIS, + WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + See the License for the specific language governing permissions and + limitations under the License. +*/ + +#define NOMINMAX + +#include +#include +#include +#include +#include +#include "lodepng.h" +#include + +class PNGImage { +public: + uint64_t frameNumber = -1; + unsigned int width = 0, height = 0; + std::shared_ptr> buffer; + static const int numChannels = 4; + static const int redOffset = 0; + static const int greenOffset = 1; + static const int blueOffset = 2; + + PNGImage() {} + PNGImage(uint64_t frame_number, const std::string& file_name); + PNGImage(const PNGImage& p); + virtual ~PNGImage() {} + void write() const; +}; + +int getNextFrameNumber(); +PNGImage getLeftImage(uint64_t frameNumber); +PNGImage getRightImage(uint64_t frameNumber); +void increasePNGChannel(PNGImage& image, int channel_offset, int increase); +void mergePNGImages(PNGImage& right, const PNGImage& left); + +void parallel3DStereo() { + using Image = PNGImage; + using ImagePair = std::pair; + tbb::parallel_pipeline( + /* tokens */ 8, + /* make the left image filter */ + tbb::make_filter( + /* filter type */ tbb::filter_mode::serial_in_order, + [&](tbb::flow_control& fc) -> Image { + if (uint64_t frame_number = getNextFrameNumber()) { + return getLeftImage(frame_number); + } else { + fc.stop(); + return Image{}; + } + }) & + tbb::make_filter( + /* filter type */ tbb::filter_mode::serial_in_order, + [&](Image left) -> ImagePair { + return ImagePair(left, getRightImage(left.frameNumber)); + }) & + tbb::make_filter( + /* filter type */ tbb::filter_mode::parallel, + [&](ImagePair p) -> ImagePair { + increasePNGChannel(p.first, Image::redOffset, 10); + return p; + }) & + tbb::make_filter( + /* filter type */ tbb::filter_mode::parallel, + [&](ImagePair p) -> ImagePair { + increasePNGChannel(p.second, Image::blueOffset, 10); + return p; + }) & + tbb::make_filter( + /* filter type */ tbb::filter_mode::parallel, + [&](ImagePair p) -> Image { + mergePNGImages(p.second, p.first); + return p.second; + }) & + tbb::make_filter( + /* filter type */ tbb::filter_mode::parallel, + [&](Image img) { + img.write(); + }) + ); +} + +PNGImage::PNGImage(uint64_t frame_number, const std::string& file_name) : + frameNumber{frame_number}, buffer{std::make_shared< std::vector >()} { + if (lodepng::decode(*buffer, width, height, file_name)) { + std::cerr << "Error: could not read PNG file!" << std::endl; + width = height = 0; + } +}; + +PNGImage::PNGImage(const PNGImage& p) : frameNumber{p.frameNumber}, + width{p.width}, height{p.height}, + buffer{p.buffer} {} + +void PNGImage::write() const { + std::string file_name = std::string("out") + std::to_string(frameNumber) + ".png"; + if (lodepng::encode(file_name, *buffer, width, height)) { + std::cerr << "Error: could not write PNG file!" << std::endl; + } +} + +static int stereo3DFrameCounter = 0; +static int stero3DNumImages = 0; + +void initStereo3D(int num_images) { + stereo3DFrameCounter = 0; + stero3DNumImages = num_images; +} + +int getNextFrameNumber() { + if ( stereo3DFrameCounter < stero3DNumImages ) { + return ++stereo3DFrameCounter; + } else { + return 0; + } +} + +PNGImage getLeftImage(uint64_t frameNumber) { + return PNGImage(frameNumber, "input1.png"); +} + +PNGImage getRightImage(uint64_t frameNumber) { + return PNGImage(frameNumber, "input2.png"); +} + +void increasePNGChannel(PNGImage& image, int channel_offset, int increase) { + const int height_base = PNGImage::numChannels * image.width; + std::vector& buffer = *image.buffer; + + // Increase selected color channel by a predefined value + for (unsigned int y = 0; y < image.height; y++) { + const int height_offset = height_base * y; + for (unsigned int x = 0; x < image.width; x++) { + int pixel_offset = height_offset + PNGImage::numChannels * x + channel_offset; + buffer[pixel_offset] = static_cast(std::min(buffer[pixel_offset] + increase, 255)); + } + } +} + +void mergePNGImages(PNGImage& right, const PNGImage& left) { + const int channels_per_pixel = PNGImage::numChannels; + const int height_base = channels_per_pixel * right.width; + std::vector& left_buffer = *left.buffer; + std::vector& right_buffer = *right.buffer; + + for (unsigned int y = 0; y < right.height; y++) { + const int height_offset = height_base * y; + for (unsigned int x = 0; x < right.width; x++) { + const int pixel_offset = height_offset + channels_per_pixel * x; + const int red_index = pixel_offset + PNGImage::redOffset; + right_buffer[red_index] = left_buffer[red_index]; + } + } +} + +static void warmupTBB() { + tbb::parallel_for(0, tbb::this_task_arena::max_concurrency(), [](int) { + tbb::tick_count t0 = tbb::tick_count::now(); + while ((tbb::tick_count::now() - t0).seconds() < 0.01); + }); +} + + +int main() { + int num_images = 3; + + initStereo3D(num_images); + + warmupTBB(); + double parallel_time = 0.0; + { + tbb::tick_count t0 = tbb::tick_count::now(); + parallel3DStereo(); + parallel_time = (tbb::tick_count::now() - t0).seconds(); + } + std::cout << "parallel_time == " << parallel_time << " seconds" << std::endl; + return 0; +} + diff --git a/new_examples/algorithms/3Dstereo_serial_no_pipeline.cpp b/new_examples/algorithms/3Dstereo_serial_no_pipeline.cpp new file mode 100644 index 0000000000..ff3a5e5939 --- /dev/null +++ b/new_examples/algorithms/3Dstereo_serial_no_pipeline.cpp @@ -0,0 +1,147 @@ +/* + Copyright (c) 2024 Intel Corporation + + Licensed under the Apache License, Version 2.0 (the "License"); + you may not use this file except in compliance with the License. + You may obtain a copy of the License at + + http://www.apache.org/licenses/LICENSE-2.0 + + Unless required by applicable law or agreed to in writing, software + distributed under the License is distributed on an "AS IS" BASIS, + WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + See the License for the specific language governing permissions and + limitations under the License. +*/ + +#define NOMINMAX + +#include +#include +#include +#include +#include "lodepng.h" +#include + +class PNGImage { +public: + uint64_t frameNumber = -1; + unsigned int width = 0, height = 0; + std::shared_ptr> buffer; + static const int numChannels = 4; + static const int redOffset = 0; + static const int greenOffset = 1; + static const int blueOffset = 2; + + PNGImage() {} + PNGImage(uint64_t frame_number, const std::string& file_name); + PNGImage(const PNGImage& p); + virtual ~PNGImage() {} + void write() const; +}; + +int getNextFrameNumber(); +PNGImage getLeftImage(uint64_t frameNumber); +PNGImage getRightImage(uint64_t frameNumber); +void increasePNGChannel(PNGImage& image, int channel_offset, int increase); +void mergePNGImages(PNGImage& right, const PNGImage& left); + +void serial3DStereo() { + while (uint64_t frameNumber = getNextFrameNumber()) { + auto left = getLeftImage(frameNumber); + auto right = getRightImage(frameNumber); + increasePNGChannel(left, PNGImage::redOffset, 10); + increasePNGChannel(right, PNGImage::blueOffset, 10); + mergePNGImages(right, left); + right.write(); + } +} + +PNGImage::PNGImage(uint64_t frame_number, const std::string& file_name) : + frameNumber{frame_number}, buffer{std::make_shared< std::vector >()} { + if (lodepng::decode(*buffer, width, height, file_name)) { + std::cerr << "Error: could not read PNG file!" << std::endl; + width = height = 0; + } +}; + +PNGImage::PNGImage(const PNGImage& p) : frameNumber{p.frameNumber}, + width{p.width}, height{p.height}, + buffer{p.buffer} {} + +void PNGImage::write() const { + std::string file_name = std::string("out") + std::to_string(frameNumber) + ".png"; + if (lodepng::encode(file_name, *buffer, width, height)) { + std::cerr << "Error: could not write PNG file!" << std::endl; + } +} + +static int stereo3DFrameCounter = 0; +static int stero3DNumImages = 0; + +void initStereo3D(int num_images) { + stereo3DFrameCounter = 0; + stero3DNumImages = num_images; +} + +int getNextFrameNumber() { + if ( stereo3DFrameCounter < stero3DNumImages ) { + return ++stereo3DFrameCounter; + } else { + return 0; + } +} + +PNGImage getLeftImage(uint64_t frameNumber) { + return PNGImage(frameNumber, "input1.png"); +} + +PNGImage getRightImage(uint64_t frameNumber) { + return PNGImage(frameNumber, "input2.png"); +} + +void increasePNGChannel(PNGImage& image, int channel_offset, int increase) { + const int height_base = PNGImage::numChannels * image.width; + std::vector& buffer = *image.buffer; + + // Increase selected color channel by a predefined value + for (unsigned int y = 0; y < image.height; y++) { + const int height_offset = height_base * y; + for (unsigned int x = 0; x < image.width; x++) { + int pixel_offset = height_offset + PNGImage::numChannels * x + channel_offset; + buffer[pixel_offset] = static_cast(std::min(buffer[pixel_offset] + increase, 255)); + } + } +} + +void mergePNGImages(PNGImage& right, const PNGImage& left) { + const int channels_per_pixel = PNGImage::numChannels; + const int height_base = channels_per_pixel * right.width; + std::vector& left_buffer = *left.buffer; + std::vector& right_buffer = *right.buffer; + + for (unsigned int y = 0; y < right.height; y++) { + const int height_offset = height_base * y; + for (unsigned int x = 0; x < right.width; x++) { + const int pixel_offset = height_offset + channels_per_pixel * x; + const int red_index = pixel_offset + PNGImage::redOffset; + right_buffer[red_index] = left_buffer[red_index]; + } + } +} + +int main() { + int num_images = 3; + + initStereo3D(num_images); + + double serial_time = 0.0; + { + tbb::tick_count t0 = tbb::tick_count::now(); + serial3DStereo(); + serial_time = (tbb::tick_count::now() - t0).seconds(); + } + std::cout << "serial_time == " << serial_time << " seconds" << std::endl; + return 0; +} + diff --git a/new_examples/algorithms/CMakeLists.txt b/new_examples/algorithms/CMakeLists.txt index f4f0aa9eca..c278a437f1 100644 --- a/new_examples/algorithms/CMakeLists.txt +++ b/new_examples/algorithms/CMakeLists.txt @@ -6,7 +6,8 @@ foreach(tpp parallel_invoke_recursive_quicksort.cpp 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