guychuk commited on
Commit
e0994ed
·
verified ·
1 Parent(s): fae6018

Upload v8-pre-hoLSZH-s1_summary.json with huggingface_hub

Browse files
Files changed (1) hide show
  1. v8-pre-hoLSZH-s1_summary.json +101 -0
v8-pre-hoLSZH-s1_summary.json ADDED
@@ -0,0 +1,101 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "tag": "v8-pre-hoLSZH-s1",
3
+ "lambda_jepa": 0.0,
4
+ "beta_nll": 0.5,
5
+ "n_params": 8034446,
6
+ "best_fde_m": 5008.94287109375,
7
+ "final": {
8
+ "in_distribution": {
9
+ "ade_m": 2716.26806640625,
10
+ "fde_m": 5097.69287109375,
11
+ "fde_median_m": 3704.164794921875,
12
+ "nll_xy_z": -4.143330097198486,
13
+ "coverage_95": 0.6064509146011473,
14
+ "n": 9239,
15
+ "miss_rate_500m": 0.9861456867626367,
16
+ "miss_rate_1000m": 0.9238012771945016,
17
+ "miss_rate_2000m": 0.7566836237688062,
18
+ "per_bucket": {
19
+ "delta_30_60": {
20
+ "ade_m": 1781.5723876953125,
21
+ "fde_m": 2876.011962890625,
22
+ "coverage_95": 0.7328531161916693,
23
+ "n": 3193
24
+ },
25
+ "delta_60_90": {
26
+ "ade_m": 2684.203857421875,
27
+ "fde_m": 5083.00634765625,
28
+ "coverage_95": 0.5771080474511061,
29
+ "n": 3119
30
+ },
31
+ "delta_90_120": {
32
+ "ade_m": 3712.451904296875,
33
+ "fde_m": 7396.33935546875,
34
+ "coverage_95": 0.5033471469556902,
35
+ "n": 3137
36
+ }
37
+ }
38
+ },
39
+ "extrap_delta_180": {
40
+ "ade_m": 5833.5205078125,
41
+ "fde_m": 13173.2958984375,
42
+ "fde_median_m": 12551.130859375,
43
+ "nll_xy_z": 9.274334907531738,
44
+ "coverage_95": 0.26334018833207057,
45
+ "n": 9239,
46
+ "miss_rate_500m": 0.9958870007576578,
47
+ "miss_rate_1000m": 0.9795432406104557,
48
+ "miss_rate_2000m": 0.9253165927048381
49
+ },
50
+ "extrap_delta_300": {
51
+ "ade_m": 7451.52001953125,
52
+ "fde_m": 16421.81640625,
53
+ "fde_median_m": 14541.564453125,
54
+ "nll_xy_z": 23.165159225463867,
55
+ "coverage_95": 0.24483169174153047,
56
+ "n": 9239,
57
+ "miss_rate_500m": 0.9964281848684923,
58
+ "miss_rate_1000m": 0.9769455568784501,
59
+ "miss_rate_2000m": 0.9176317783309882
60
+ }
61
+ },
62
+ "args": {
63
+ "airport": "RKSIa",
64
+ "multi_airport": "RKSIa,RKSId,ESSA",
65
+ "eval_airport": "LSZH",
66
+ "use_airport_token": true,
67
+ "data_dir": "data",
68
+ "tag": "v8-pre-hoLSZH-s1",
69
+ "out_dir": "runs",
70
+ "epochs": 60,
71
+ "batch_size": 64,
72
+ "lr": 0.0001,
73
+ "weight_decay": 0.0001,
74
+ "past_max": 256,
75
+ "past_min": 60,
76
+ "delta_min": 30,
77
+ "delta_max": 120,
78
+ "extrap_delta_max": 300,
79
+ "epoch_multiplier": 1,
80
+ "lambda_jepa": 0.0,
81
+ "ema_decay": 0.998,
82
+ "beta_nll": 0.5,
83
+ "ss_max": 0.0,
84
+ "ss_warmup_frac": 0.5,
85
+ "decoder_mode": "parallel",
86
+ "d_model": 256,
87
+ "n_layers": 4,
88
+ "n_heads": 8,
89
+ "patch_size": 8,
90
+ "seed": 1,
91
+ "num_workers": 2,
92
+ "push_to_hub": true,
93
+ "hub_model_id": "guychuk/flight-jepa-v2",
94
+ "pretrained_encoder": "guychuk/flight-jepa-v2",
95
+ "pretrained_encoder_file": "v8-pretrain-hoLSZH.pt",
96
+ "freeze_encoder": false,
97
+ "held_out_classes": null,
98
+ "keep_only_classes": null,
99
+ "trackio_name": "v8-pre-hoLSZH-s1"
100
+ }
101
+ }