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Course Outline
Introduction to OpenCL
- Understanding GPU Compute
- The Platform Model
- The Execution Model
- The Memory Model
Development Environment for OpenCL
- System Requirements
- Installation on Windows
- Compiling OpenCL Source Code
Programming Features in OpenCL
- Data Types
- Operators
- Built-in Functions
- Qualifiers and Attributes
- Vector Types
- OpenCL C Preprocessor
OpenCL Code Examples
- Basic 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
Implementing OpenCL Across Different Languages
Performance Analysis in OpenCL
Requirements
- Proficiency in any programming language, whether procedural or object-oriented.
21 Hours
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