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Course Outline
Introduction to OpenCL
- Understanding GPU Compute
- Platform Architecture
- Execution Model
- Memory Model
Setting Up the 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 Programming Examples
- Basic Programs
- Vector Addition
- Local and Global Memory Access
Computational Examples in OpenCL
- Using printf for Debugging
- Reduction Operations
- Calculating Histograms
- Generating the Mandelbrot Set
- Bitonic Sorting Algorithm
- Image Processing Techniques
OpenCL Integration Across Languages
Performance Analysis in OpenCL
Requirements
- Familiarity with any programming language, whether procedural or object-oriented.
21 Hours
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