Upload v3-lam0p2_summary.json with huggingface_hub
Browse files- v3-lam0p2_summary.json +90 -0
v3-lam0p2_summary.json
ADDED
|
@@ -0,0 +1,90 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"tag": "v3-lam0p2",
|
| 3 |
+
"lambda_jepa": 0.2,
|
| 4 |
+
"beta_nll": 0.5,
|
| 5 |
+
"n_params": 7539335,
|
| 6 |
+
"best_fde_m": 3949.4482421875,
|
| 7 |
+
"final": {
|
| 8 |
+
"in_distribution": {
|
| 9 |
+
"ade_m": 1847.58544921875,
|
| 10 |
+
"fde_m": 3949.4482421875,
|
| 11 |
+
"fde_median_m": 2963.625244140625,
|
| 12 |
+
"nll_xy_z": 427.2860107421875,
|
| 13 |
+
"coverage_95": 0.028175976272862086,
|
| 14 |
+
"n": 8092,
|
| 15 |
+
"miss_rate_500m": 0.9822046465645081,
|
| 16 |
+
"miss_rate_1000m": 0.8964409293129016,
|
| 17 |
+
"miss_rate_2000m": 0.6770884824518042,
|
| 18 |
+
"per_bucket": {
|
| 19 |
+
"delta_30_60": {
|
| 20 |
+
"ade_m": 1034.59716796875,
|
| 21 |
+
"fde_m": 1989.0318603515625,
|
| 22 |
+
"coverage_95": 0.07164179104477612,
|
| 23 |
+
"n": 2680
|
| 24 |
+
},
|
| 25 |
+
"delta_60_90": {
|
| 26 |
+
"ade_m": 1794.777587890625,
|
| 27 |
+
"fde_m": 3794.02880859375,
|
| 28 |
+
"coverage_95": 0.01090014064697609,
|
| 29 |
+
"n": 2844
|
| 30 |
+
},
|
| 31 |
+
"delta_90_120": {
|
| 32 |
+
"ade_m": 2684.145751953125,
|
| 33 |
+
"fde_m": 6010.1787109375,
|
| 34 |
+
"coverage_95": 0.0036456434560699965,
|
| 35 |
+
"n": 2743
|
| 36 |
+
}
|
| 37 |
+
}
|
| 38 |
+
},
|
| 39 |
+
"extrap_delta_180": {
|
| 40 |
+
"ade_m": 5840.1064453125,
|
| 41 |
+
"fde_m": 11444.970703125,
|
| 42 |
+
"fde_median_m": 10065.92578125,
|
| 43 |
+
"nll_xy_z": 3461.169189453125,
|
| 44 |
+
"coverage_95": 0.002471576866040534,
|
| 45 |
+
"n": 8092,
|
| 46 |
+
"miss_rate_500m": 1.0,
|
| 47 |
+
"miss_rate_1000m": 0.9991349480968859,
|
| 48 |
+
"miss_rate_2000m": 0.9728126544735541
|
| 49 |
+
},
|
| 50 |
+
"extrap_delta_300": {
|
| 51 |
+
"ade_m": 7826.44970703125,
|
| 52 |
+
"fde_m": 14465.78125,
|
| 53 |
+
"fde_median_m": 12518.87109375,
|
| 54 |
+
"nll_xy_z": 5875.91796875,
|
| 55 |
+
"coverage_95": 0.00024715768660405336,
|
| 56 |
+
"n": 8092,
|
| 57 |
+
"miss_rate_500m": 1.0,
|
| 58 |
+
"miss_rate_1000m": 0.9987642115669797,
|
| 59 |
+
"miss_rate_2000m": 0.9888779041028176
|
| 60 |
+
}
|
| 61 |
+
},
|
| 62 |
+
"args": {
|
| 63 |
+
"airport": "RKSIa",
|
| 64 |
+
"data_dir": "data",
|
| 65 |
+
"tag": "v3-lam0p2",
|
| 66 |
+
"out_dir": "runs",
|
| 67 |
+
"epochs": 30,
|
| 68 |
+
"batch_size": 64,
|
| 69 |
+
"lr": 0.0001,
|
| 70 |
+
"weight_decay": 0.0001,
|
| 71 |
+
"past_max": 256,
|
| 72 |
+
"past_min": 60,
|
| 73 |
+
"delta_min": 30,
|
| 74 |
+
"delta_max": 120,
|
| 75 |
+
"extrap_delta_max": 300,
|
| 76 |
+
"epoch_multiplier": 1,
|
| 77 |
+
"lambda_jepa": 0.2,
|
| 78 |
+
"ema_decay": 0.998,
|
| 79 |
+
"beta_nll": 0.5,
|
| 80 |
+
"d_model": 256,
|
| 81 |
+
"n_layers": 4,
|
| 82 |
+
"n_heads": 8,
|
| 83 |
+
"patch_size": 8,
|
| 84 |
+
"seed": 0,
|
| 85 |
+
"num_workers": 2,
|
| 86 |
+
"push_to_hub": true,
|
| 87 |
+
"hub_model_id": "guychuk/flight-jepa-v2",
|
| 88 |
+
"trackio_name": "v3-lam0p2"
|
| 89 |
+
}
|
| 90 |
+
}
|