This repository provides some free, organized, ready-to-compile and well-documented OpenCL C++ code examples. OpenCL (Open Computing Language) is a royalty-free framework for parallel programming of heterogeneous systems consisting of different processing units (e.g. CPU, GPU, FPGA, DSP). The purpose of this repository is to serve as a reference for everyone interested in learning how to use OpenCL C++ to develop portable applications based on parallel computing. It was first created as a supplemental reference for the Hardware/Software Interface course offered by the Computer Science Department of Universidade Federal de Sergipe during the first semester of 2019.
The examples in this repository require a valid implementation of OpenCL in your system. To install it, follow the next instructions according to your machine OS:
Install OpenCl headers:
sudo apt-get install opencl-headers
Install OpenCL drivers according to your parallel computing device vendor:
- Intel:
sudo apt-get install beignet-dev - AMD:
sudo apt-get install amd-opencl-dev - Nvidia:
sudo apt-get install nvidia-opencl-dev
The following instructions must be performed to install OpenCL on a Windows/OSX device:
- Download the OpenCL SDK:
- Check out the website of your device vendor (e.g. Intel, AMD, Nvidia, etc).
- Set up OpenCL on your IDE:
- Add header file (.h) directory to includes;
- Add OpenCL.lib file to linker settings.
For a visual demonstration of how to set up OpenCL on a Windows platform with Visual Studio, watch this video tutorial: https://youtu.be/mtA94WAxkPM (credits: Wesley Shillingford).
Each folder in this repository contains the source code of an independent and self-contained OpenCL example. Before running it, you must compile it. To do so with GCC, run the following command in a terminal:
g++ -std=c++0x -o output src.cpp -lOpenCL
This repository also provides the OpenCL source code of an image filtering application based on the CImg library. This entire library has the form of a single header file, which is already included in this repository. To compile that source code with GCC, run the following command on a terminal:
g++ -std=c++0x -o output src.cpp -lOpenCL -lm -lpthread -lX11
- K. O. W. Group. The OpenCL Specification. The Khronos Group, 2.2-10 edition, feb 2019. URL: https://www.khronos.org/registry/OpenCL/specs/2.2/pdf/OpenCL_API.pdf
- K. O. W. Group. The OpenCL C++ 1.0 Specification. The Khronos Group, 2.2-10 edition, feb 2019. URL: https://www.khronos.org/registry/OpenCL/specs/2.2/pdf/OpenCL_Cxx.pdf
- Tschumperlé, D. Introduction to The CImg Library. CNRS UMR 6072 (GREYC) - Image Team. URL: http://cimg.eu/CImg_slides.pdf
This repository is free and distributed under the MIT license.