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Course Outline
Introduction to OpenCL
- Overview of GPU Computing
- Platform Architecture
- Execution Mechanisms
- Memory Management
Setting up the 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
OpenCL Program Examples
- Basic Applications
- Vector Addition
- Local and Global Memory Networks
Computational Examples in OpenCL
- Using printf
- Reduction Operations
- Histogram Calculation
- Mandelbrot Set Generation
- Bitonic Sorting Algorithm
- Image Processing
OpenCL Integration in Various Languages
Performance Analysis in OpenCL
Requirements
- Familiarity with any programming language, whether structured or object-oriented.
21 Hours
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