Course Code:
opencl1
Duration:
21 hours
Prerequisites:
- Knowledge of any programming language (structured or object).
Overview:
OpenCLis a standard for programming heterogeneous computers built from CPUs, GPUs, and other processors. It includes a framework to define the platform in terms of a host, such as a CPU, and one or more compute devices, such as a GPU plus a C-based programming language for writing programs for the compute devices. Using OpenCL, a programmer can write task-based and data-parallel programs that can take advantage of these different types of processors in a single system.
Course Outline:
Introduction to OpenCL
- About GPU Compute
- Platform Model
- Execution Model
- Memory Model
Environment for OpenCL Developing
- Requirements
- Installation on Windows
- Compiling OpenCL Source
Language programmingavailable in the OpenCL
- Data types
- Operators
- Built-in functions
- Qualifiers and attributes
- Vector types
- OpenCL C preprocessor
Examples of OpenCLprograms
- Simple programs
- Vector addition
- Local and global network
Examples of calculations in OpenCL
- Service printf
- Reduction surgery
- Determination of the histogram
- Mandelbrot set
- Sorting algorithm bitonic
- Image processing
OpenCL in various languages
Performance analysis in the OpenCL
Sites Published: