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Duration 21 hours
Course Outline
Introduction to OpenCL
- Overview of GPU Compute
- Platform Architecture
- Execution Paradigms
- Memory Hierarchy
OpenCL Development Environment
- System Requirements
- Windows Deployment Setup
- Source Code Compilation
OpenCL Programming Language Features
- Data Type Definitions
- Operator Syntax
- Native Function Libraries
- Access Qualifiers and Attributes
- Vector Data Structures
- Preprocessor Directives
Illustrative OpenCL Implementations
- Basic Application Examples
- Vector Addition Routines
- Local and Global Work-Item Topology
Computational Applications in OpenCL
- Diagnostic Output Mechanisms
- Reduction Operations
- Historgram Generation
- Mandelbrot Set Processing
- Bitonic Sorting Algorithms
- Image Processing Workflows
OpenCL Integration Across Programming Languages
OpenCL Performance Evaluation
Requirements
- Proficiency in any structured or object-oriented programming language./li>
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