| { |
| "tag": "jepa", |
| "lambda_jepa": 0.5, |
| "n_params": 7539335, |
| "best_fde_m": 4723.15673828125, |
| "final": { |
| "in_distribution": { |
| "ade_m": 2068.93310546875, |
| "fde_m": 4723.15673828125, |
| "fde_median_m": 3868.175537109375, |
| "nll_xy_z": 531.5584716796875, |
| "coverage_95": 0.03868017795353435, |
| "n": 8092, |
| "miss_rate_500m": 0.9839347503707365, |
| "miss_rate_1000m": 0.8991596638655462, |
| "miss_rate_2000m": 0.727014335145823, |
| "per_bucket": { |
| "delta_30_60": { |
| "ade_m": 1062.99755859375, |
| "fde_m": 2062.833251953125, |
| "coverage_95": 0.09291044776119403, |
| "n": 2680 |
| }, |
| "delta_60_90": { |
| "ade_m": 1985.59033203125, |
| "fde_m": 4657.5947265625, |
| "coverage_95": 0.016877637130801686, |
| "n": 2844 |
| }, |
| "delta_90_120": { |
| "ade_m": 3139.89306640625, |
| "fde_m": 7392.12109375, |
| "coverage_95": 0.006926722566532993, |
| "n": 2743 |
| } |
| } |
| }, |
| "extrap_delta_180": { |
| "ade_m": 5412.07861328125, |
| "fde_m": 11129.427734375, |
| "fde_median_m": 10057.615234375, |
| "nll_xy_z": 2805.11474609375, |
| "coverage_95": 0.006055363321799308, |
| "n": 8092, |
| "miss_rate_500m": 1.0, |
| "miss_rate_1000m": 0.9990113692535838, |
| "miss_rate_2000m": 0.9431537320810677 |
| }, |
| "extrap_delta_300": { |
| "ade_m": 7539.59375, |
| "fde_m": 13976.9404296875, |
| "fde_median_m": 11555.787109375, |
| "nll_xy_z": 4793.93359375, |
| "coverage_95": 0.0003707365299060801, |
| "n": 8092, |
| "miss_rate_500m": 1.0, |
| "miss_rate_1000m": 0.999876421156698, |
| "miss_rate_2000m": 0.9940682155215027 |
| } |
| }, |
| "args": { |
| "airport": "RKSIa", |
| "data_dir": "data", |
| "tag": "jepa", |
| "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": 0.5, |
| "ema_decay": 0.998, |
| "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": "jepa-v2" |
| } |
| } |
