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Course Outline
Introduction to OpenCL
- Overview of GPU Computing
- Platform Model
- Execution Model
- Memory Model
OpenCL Development Environment
- 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 Code Examples
- Basic Programs
- Vector Addition
- Local and Global Memory
Computational Examples in OpenCL
- Debugging with printf
- Reduction Operations
- Histogram Calculation
- Mandelbrot Set
- Bitonic Sorting Algorithm
- Image Processing
OpenCL Interoperability with Various Languages
Performance Analysis in OpenCL
Requirements
- Proficiency in any programming language (procedural or object-oriented).
21 Hours
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