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Course Outline
Introduction to CUDA
- Overview of CUDA technology and ecosystem
- Understanding CUDA versions and compatibility
Installing CUDA
- Pre-installation requirements
- Downloading and installing CUDA Toolkit
- Verifying the installation
Configuring CUDA Environment
- Setting up environment variables
- Configuring CUDA for multiple GPUs
- Managing CUDA libraries and paths
Managing CUDA Resources
- User access and permissions
- Allocating GPU resources
- CUDA resource monitoring tools
Performance Tuning and Optimization
- Profiling CUDA applications
- Tuning for maximum performance
- Best practices for optimization
CUDA Troubleshooting
- Common installation and configuration issues
- Debugging CUDA applications
- Resolving performance bottlenecks
Advanced Topics
- Updates and upgrades in CUDA
- Integrating CUDA with other applications
- Future trends in CUDA technology
Summary and Next Steps
Requirements
- Basic understanding 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
Custom Corporate Training
Training solutions designed exclusively for businesses.
- Customized Content: We adapt the syllabus and practical exercises to the real goals and needs of your project.
- Flexible Schedule: Dates and times adapted to your team's agenda.
- Format: Online (live), In-company (at your offices), or Hybrid.
Price per private group, online live training, starting from 8000 € + VAT*
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Testimonials (1)
Very interactive with various examples, with a good progression in complexity between the start and the end of the training.
