Tutorials

Preparation

• How to write CANDLE compliant deep learning code
• Example of Parameters

Running workflows

• How to run CANDLE compliant code in Theta
• Overview of CANDLE/Supervisor
• GA (genetic algorithm) based based hyperparameter optimization on CANDLE Benchmarks
• Run Asynchronous Search based hyperparameter optimization on CANDLE Benchmarks
• Run mlrMBO based hyperparameter optimization on CANDLE Benchmarks
• PBT Workflow
• Evaluate an Unrolled Parameter File (UPF)

Examples

• Pilot1 ADRP Benchmark
• Data preprocessing - feature selection examples
• DARTS Examples
• MNIST Example
• U-NET Example
• Run Modes: Summit