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Duration 21 hours
Course Outline
Introduction to OpenCL
- Overview of GPU Compute
- The Platform Model
- The Execution Model
- The Memory Model
Setting up the OpenCL Development Environment
- System Requirements
- Installation on Windows
- Compiling OpenCL Source Code
The Programming Language Available in OpenCL
- Data Types
- Operators
- Built-in Functions
- Qualifiers and Attributes
- Vector Types
- The OpenCL C Preprocessor
Illustrative OpenCL Programs
- Basic Implementations
- Vector Addition
- Local and Global Work-Item Hierarchies
Calculation Examples in OpenCL
- Debugging with printf
- Reduction Operations
- Histogram Computation
- The Mandelbrot Set
- Bitonic Sorting Algorithm
- Image Processing Tasks
OpenCL Integration with Various Host Languages
Performance Analysis in OpenCL
Requirements
- Familiarity with any programming language (structured or object-oriented).
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