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Course Outline
Introduction to OpenCL
- Overview of GPU Compute
- Platform Model
- Execution Model
- Memory Model
Setting Up an OpenCL Development Environment
- System Requirements
- Installation on Windows
- Compiling OpenCL Source Code
Programming Language Features in OpenCL
- Data Types
- Operators
- Built-in Functions
- Qualifiers and Attributes
- Vector Types
- OpenCL C Preprocessor
OpenCL Program Examples
- Basic Programs
- Vector Addition
- Local and Global Networks
Calculation Examples in OpenCL
- Using the printf Service
- Reduction Operations
- Generating Histograms
- Mandelbrot Set
- Bitonic Sorting Algorithm
- Image Processing
Implementing OpenCL in Various Languages
Performance Analysis in OpenCL
Requirements
- Familiarity with at least one programming language (either structured or object-oriented).
21 Hours
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