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Course Outline
Introduction to OpenCL
- Overview of GPU Computing
- Platform Model
- Execution Model
- Memory Model
OpenCL Development Environment
- Prerequisites
- 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 Computational Examples
- Debugging with printf
- Reduction operations
- Histogram calculation
- Mandelbrot set generation
- Bitonic sorting algorithm
- Image processing
OpenCL Integration Across Various Languages
Performance Analysis in OpenCL
Requirements
- Familiarity with any programming language, whether structured or object-oriented.
21 Hours
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