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Course Outline
Introduction to OpenCL
- Understanding GPU Compute
- Platform Model
- Execution Model
- Memory Model
Development Environment for OpenCL
- 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
- Simple programs
- Vector addition
- Local and global memory management
OpenCL Calculation Examples
- Using printf for debugging
- Reduction operations
- Histogram computation
- Mandelbrot set generation
- Bitonic sorting algorithm
- Image processing
OpenCL Interoperability with Various Languages
Performance Analysis in OpenCL
Requirements
- Knowledge of any programming language (procedural or object-oriented).
21 Hours
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