This event has ended.
The eleventh edition of the Programming and Tuning Massively Parallel Systems + Artificial Intelligence summer school (PUMPS+AI) is aimed at enriching the skills of researchers, graduate students and teachers with cutting-edge technique and hands-on experience in developing applications for many-core processors with massively parallel computing resources like GPU accelerators.
Some of the topics that will be covered during the course:
- Deep Learning
- High-level programming models (OpenACC, Python, and Mathematica on GPUs)
- CUDA Algorithmic Optimization Strategies
- Dealing with Sparse and Dynamic data
- Efficiency in Large Data Traversal
- Reducing Output Interference
- Controlling Load Imbalance and Divergence
- Acceleration of Collective Operations
- Dynamic Parallelism and HyperQ
- Debugging and Profiling CUDA Code
- Multi-GPU Execution
- Architecture Trends and Implications
- Introduction to OmpSs and to the Paraver analysis tool
- OmpSs: Leveraging GPU/CUDA Programming
- Hands-on Labs: CUDA Optimizations on Scientific Codes; OmpSs Programming and Tuning
- innovation | research policy
- Wednesday 5 May 2021, 09:00 - Sunday 9 May 2021, 17:00 (CEST)
- Online only
- Live streaming available
- External event
Practical information
- When
- Wednesday 5 May 2021, 09:00 - Sunday 9 May 2021, 17:00 (CEST)
- Where
- Online only
- Website
- Workshop website