| """ |
| Train the HyperbolicJEPA variant on OGBench Scene. |
| |
| Example: |
| MUJOCO_GL=egl python train_hyperbolic_scene.py \ |
| trainer.accelerator=gpu \ |
| trainer.devices=1 \ |
| trainer.max_epochs=10 \ |
| loader.batch_size=128 \ |
| subdir=ogbench_scene/hyperbolic_scene \ |
| wandb.enabled=False |
| |
| If your local cache uses a different dataset layout, override the dataset name: |
| data.dataset.name=/path/to/visual-scene-play-v0.h5 |
| """ |
|
|
| import faulthandler |
|
|
| import hydra |
|
|
| try: |
| from torch.distributed.elastic.multiprocessing.errors import record |
| except Exception: |
| def record(fn): |
| return fn |
|
|
| from train_hyperbolic import run_hyperbolic_training |
|
|
|
|
| @hydra.main( |
| version_base=None, |
| config_path="./config/train", |
| config_name="lewm_hyperbolic_scene", |
| ) |
| def run(cfg): |
| run_hyperbolic_training(cfg) |
|
|
|
|
| @record |
| def _main(): |
| faulthandler.enable(all_threads=True) |
| run() |
|
|
|
|
| if __name__ == "__main__": |
| _main() |
|
|
