AI4HPC

A-Z everything:

• Installation
• Run
• Distributed FWs
• Networks
  • Convolutional Neural Network (CNN)
  • Convolutional AutoEncoder (CAE)
  • Regression Neural Networks (REG)
  • Convolutional Defilterin Model (CDM)
  • Vision Transformers (TR)
• Datasets
  • Actuated TBL dataset
  • MNIST dataset
• Dataloaders
  • Cubic extractions
  • Synthetic dataset
• Postprocessing
  • Contour plots
  • Line plots
• Supported HPC systems
  • CTE-AMD preinstallation
  • DeepSpeed installation in Leonardo
• Hyperparameter optimization
  • Setup
  • ASHA
  • BOHB
  • PBT
  • CIFAR-10
• Benchmarking suite
  • Setup
  • Results
• Tutorials
• Acknowledgements