examples

Examples

vision: Image Classification Example

• run_hydro.py

  Tuning ResNet-18 on CIFAR-10 dataset using Hydro.

• run_ray.py

  The original Ray Tune script for reference.

language: Language Modeling Example

• run_hydro_lm.py

  Tuning HuggingFace GPT-2 on WikiText dataset using Hydro. To be compatible with most machines, we set n_layer=2 by default.

• run_ray_lm.py

  The original Ray Tune script for reference.