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Course Outline
Overview of OpenCL Architecture
- GPU Computing Fundamentals
- Platform Model Framework
- Execution Model Components
- Memory Management Structure
OpenCL Development Environment Setup
- System Requirements
- Windows Installation Procedures
- Compiling OpenCL Source Code
Programming Language Specifications in OpenCL
- Data Type Definitions
- Operator Usage
- Built-in Function Library
- Qualifiers and Attributes
- Vector Data Types
- C Preprocessor Directives
Sample OpenCL Applications
- Basic Implementation Examples
- Vector Addition Operations
- Global and Local Memory Access Patterns
Computational Algorithms in OpenCL
- Debugging with printf Services
- Data Reduction Techniques
- Histogram Calculation Methods
- Mandelbrot Set Rendering
- Bitonic Sorting Implementation
- Digital Image Processing Workflows
Multi-Language Integration for OpenCL Applications
Performance Optimization and Analysis in OpenCL
Requirements
- Proficiency in any programming paradigm, whether structured or object-oriented, for government applications.
21 Hours
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