| { |
| "data": { |
| "name": "pipe", |
| "type": "static", |
| "seed": 0, |
| "data_root": "./dataset", |
| "train_batch_size": 4, |
| "val_batch_size": 4, |
| "apply_norm": false, |
| "coords_condition": true, |
| "rollout_history": 10, |
| "airfrans_subsampling": 32000, |
| "airfrans_eval_subsampling": 32000, |
| "airfrans_sampling_mode": "random", |
| "airfrans_eval_sampling_mode": "random", |
| "airfrans_raw_root": null |
| }, |
| "model": { |
| "name": "mono-light", |
| "normed_first_stage": true, |
| "out_droprate": 0.0, |
| "time_proj": false |
| }, |
| "loss": { |
| "name": "rL2", |
| "weight": "1", |
| "airfrans_surface_weight": 1.0 |
| }, |
| "optimizer": { |
| "name": "AdamW", |
| "lr": 0.0008, |
| "weight_decay": 5e-05 |
| }, |
| "scheduler": { |
| "name": "OneCycle", |
| "div_factor": 80.0, |
| "final_div_factor": 80.0, |
| "pct_start": 0.2 |
| }, |
| "train": { |
| "epoch": 500, |
| "log_print_interval_epoch": 1, |
| "model_save_interval_epoch": 500, |
| "grad_clip": 1000.0, |
| "rollout_autoreg_ratio": 0.0 |
| } |
| } |
