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SUMMARY:HPC for AI Research - ICIAP 2025
DESCRIPTION:This tutorial focuses on the computational aspects of training and deploying large-scale AI models using high-performance computing (HPC). Topics include distributed training\, multi-GPU and multi-node acceleration\, mixed-precision optimization\, efficient data handling\, and resource management on supercomputing clusters. Special attention is given to transformer-based architectures\, self- and semi-supervised learning\, and energy-efficient AI practices. Participants will gain both theoretical insights and hands-on experience with frameworks such as PyTorch and DeepSpeed\, learning best practices for scalable and sustainable AI research on HPC infrastructures.
URL:https://minerva4ai.eu/event/hpc-for-ai-research-iciap-2025/
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