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Course Outline
CUDA Fundamentals
- A look at the CUDA technology landscape and ecosystem
- Understanding versioning and compatibility requirements
Installing CUDA
- Reviewing pre-installation prerequisites
- Obtaining and installing the CUDA Toolkit
- Validating the setup
Setting Up the CUDA Environment
- Configuring essential environment variables
- Optimizing CUDA for multi-GPU setups
- Handling CUDA libraries and file paths
Administering CUDA Resources
- Managing user access rights and permissions
- Distributing GPU resources effectively
- Utilizing CUDA resource monitoring utilities
Enhancing Performance and Efficiency
- Analyzing CUDA applications through profiling
- Adjusting settings for peak performance
- Applying optimization best practices
Resolving CUDA Issues
- Addressing frequent installation and configuration challenges
- Debugging CUDA-based applications
- Eliminating performance constraints
Advanced Concepts
- Handling updates and upgrades within CUDA
- Integrating CUDA with broader application stacks
- Exploring emerging trends in CUDA technology
Recap and Future Directions
Requirements
- A foundational grasp of computer operations
- Competence with operating systems, ideally Linux or Windows
- A keen interest in exploring parallel computing and CUDA
Target Audience
- System administrators
- IT professionals
35 Hours
