| { |
| "tag": "v3-lam0p1", |
| "lambda_jepa": 0.1, |
| "beta_nll": 0.5, |
| "n_params": 7539335, |
| "best_fde_m": 3617.177490234375, |
| "final": { |
| "in_distribution": { |
| "ade_m": 1671.22412109375, |
| "fde_m": 3617.177490234375, |
| "fde_median_m": 2612.599609375, |
| "nll_xy_z": 383.3913269042969, |
| "coverage_95": 0.035837864557587744, |
| "n": 8092, |
| "miss_rate_500m": 0.9829461196243203, |
| "miss_rate_1000m": 0.8807464162135442, |
| "miss_rate_2000m": 0.6134453781512605, |
| "per_bucket": { |
| "delta_30_60": { |
| "ade_m": 914.4721069335938, |
| "fde_m": 1731.051513671875, |
| "coverage_95": 0.07686567164179105, |
| "n": 2680 |
| }, |
| "delta_60_90": { |
| "ade_m": 1589.810791015625, |
| "fde_m": 3404.51171875, |
| "coverage_95": 0.02250351617440225, |
| "n": 2844 |
| }, |
| "delta_90_120": { |
| "ade_m": 2481.503173828125, |
| "fde_m": 5661.73681640625, |
| "coverage_95": 0.00911410864017499, |
| "n": 2743 |
| } |
| } |
| }, |
| "extrap_delta_180": { |
| "ade_m": 5077.16943359375, |
| "fde_m": 10171.7607421875, |
| "fde_median_m": 8917.0, |
| "nll_xy_z": 2659.665283203125, |
| "coverage_95": 0.0037073652990608007, |
| "n": 8092, |
| "miss_rate_500m": 1.0, |
| "miss_rate_1000m": 0.9992585269401878, |
| "miss_rate_2000m": 0.9624320316361838 |
| }, |
| "extrap_delta_300": { |
| "ade_m": 6292.3837890625, |
| "fde_m": 12518.1572265625, |
| "fde_median_m": 10183.232421875, |
| "nll_xy_z": 4503.1064453125, |
| "coverage_95": 0.0022244191794364805, |
| "n": 8092, |
| "miss_rate_500m": 0.9987642115669797, |
| "miss_rate_1000m": 0.9927088482451805, |
| "miss_rate_2000m": 0.9574888779041029 |
| } |
| }, |
| "args": { |
| "airport": "RKSIa", |
| "data_dir": "data", |
| "tag": "v3-lam0p1", |
| "out_dir": "runs", |
| "epochs": 30, |
| "batch_size": 64, |
| "lr": 0.0001, |
| "weight_decay": 0.0001, |
| "past_max": 256, |
| "past_min": 60, |
| "delta_min": 30, |
| "delta_max": 120, |
| "extrap_delta_max": 300, |
| "epoch_multiplier": 1, |
| "lambda_jepa": 0.1, |
| "ema_decay": 0.998, |
| "beta_nll": 0.5, |
| "d_model": 256, |
| "n_layers": 4, |
| "n_heads": 8, |
| "patch_size": 8, |
| "seed": 0, |
| "num_workers": 2, |
| "push_to_hub": true, |
| "hub_model_id": "guychuk/flight-jepa-v2", |
| "trackio_name": "v3-lam0p1" |
| } |
| } |