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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
The OpenCL Programming Language
- Data types
- Operators
- Built-in functions
- Qualifiers and attributes
- Vector types
- OpenCL C preprocessor
Practical OpenCL Program Examples
- Basic programs
- Vector addition
- Local and global work-items
Computational Applications in OpenCL
- Using printf
- Reduction operations
- Histogram calculation
- Mandelbrot set generation
- Bitonic sorting algorithm
- Image processing
Using OpenCL Across Different Languages
Performance Analysis in OpenCL
Requirements
- Knowledge of any programming language (procedural or object-oriented).
21 Hours
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