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Course Outline
Introduction to CUDA
- Overview of the CUDA technology and ecosystem for government
- Understanding CUDA versions and compatibility standards
Installing CUDA
- Pre-installation requirements
- Downloading and installing the CUDA Toolkit
- Verifying the installation integrity
Configuring the CUDA Environment
- Setting up necessary environment variables
- Configuring CUDA for multi-GPU systems
- Managing CUDA libraries and system paths
Managing CUDA Resources
- User access controls and permissions
- Allocating GPU resources efficiently
- CUDA resource monitoring tools
Performance Tuning and Optimization
- Profiling CUDA applications for analysis
- Tuning configurations for maximum performance
- Best practices for optimization in government environments
CUDA Troubleshooting
- Addressing common installation and configuration issues
- Debugging CUDA applications effectively
- Resolving performance bottlenecks
Advanced Topics
- Updates and upgrades within the CUDA framework
- Integrating CUDA with other government applications
- Future trends in CUDA technology for public sector use
Summary and Next Steps
Requirements
- Fundamental knowledge of computer operations
- Familiarity with operating systems, preferably Linux or Windows
- Interest in learning about parallel computing and CUDA
Audience
- System administrators
- IT professionals
35 Hours
