Tutorials

The tutorials below guide you through the exemplary usage scripts on our Github page step-by-step. If you want to use Propulate for your own applications, you can use these scripts as templates.

• Evolutionary Optimization of a Mathematical Function
• Multi-Island Optimization of a Mathematical Function
• Hyperparameter Optimization of a Neural Network
• Pruning with Surrogate Models
• Using Propulate with Multi-Rank Workers
• Using Propulate with PyTorch DistributedDataParallel