Short course: Building a Neural Network, Code Preparing for Multi-GPU HPC and Running Large-Scale Training

University of Montenegro, a member of NCC Montenegro team, is organizing a short training dedicated to students, young researchers and professionals from industry, willing to learn about using HPC in their work, through a practical example. After learning how to create a simple neural network, training participants will be trained to prepare local environment for the development and then to copy and run the code on HPC, thus enabling model training on multi-GPU HPC.

Date: 12.12.2025 at 12:00h
Venue: Faculty of Science and Mathematics, University of Montenegro, Room 210
Title: Training on Building a Neural Network, Code Preparing for Multi-GPU HPC and Running Large-Scale Training
Designed for: students, researchers, and professionals with basic Python knowledge

Short course on Neural networks using Multi-GPU HPC and Running Large-Scale Training

Training content overview

Creating simple neural network for defect detection in manufacturing (1h)
Explaining docker containerization tool, and preparing local environment for development (2h)
Copying local environment to HPC (0.3h)
Running model training on multi-GPU HPC (1.2h)