guychuk commited on
Commit
805df7b
·
verified ·
1 Parent(s): 5febfa4

Upload v8-scr-hoESSA-s2_summary.json with huggingface_hub

Browse files
Files changed (1) hide show
  1. v8-scr-hoESSA-s2_summary.json +101 -0
v8-scr-hoESSA-s2_summary.json ADDED
@@ -0,0 +1,101 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "tag": "v8-scr-hoESSA-s2",
3
+ "lambda_jepa": 0.0,
4
+ "beta_nll": 0.5,
5
+ "n_params": 8034446,
6
+ "best_fde_m": 2964.5009765625,
7
+ "final": {
8
+ "in_distribution": {
9
+ "ade_m": 1675.05615234375,
10
+ "fde_m": 3001.77197265625,
11
+ "fde_median_m": 2324.37255859375,
12
+ "nll_xy_z": -9.421560287475586,
13
+ "coverage_95": 0.8979348393349735,
14
+ "n": 13413,
15
+ "miss_rate_500m": 0.9560128233803027,
16
+ "miss_rate_1000m": 0.824498620741072,
17
+ "miss_rate_2000m": 0.5698948781033326,
18
+ "per_bucket": {
19
+ "delta_30_60": {
20
+ "ade_m": 1111.4581298828125,
21
+ "fde_m": 1649.7142333984375,
22
+ "coverage_95": 0.9373244002593473,
23
+ "n": 4627
24
+ },
25
+ "delta_60_90": {
26
+ "ade_m": 1640.0018310546875,
27
+ "fde_m": 2925.802001953125,
28
+ "coverage_95": 0.8890119627824545,
29
+ "n": 4514
30
+ },
31
+ "delta_90_120": {
32
+ "ade_m": 2275.259033203125,
33
+ "fde_m": 4430.6328125,
34
+ "coverage_95": 0.8690137765143232,
35
+ "n": 4573
36
+ }
37
+ }
38
+ },
39
+ "extrap_delta_180": {
40
+ "ade_m": 3602.283203125,
41
+ "fde_m": 9192.185546875,
42
+ "fde_median_m": 9144.8212890625,
43
+ "nll_xy_z": -4.9191765785217285,
44
+ "coverage_95": 0.5403712815924849,
45
+ "n": 13413,
46
+ "miss_rate_500m": 0.9885186013568925,
47
+ "miss_rate_1000m": 0.9477372698128681,
48
+ "miss_rate_2000m": 0.8549914262282861
49
+ },
50
+ "extrap_delta_300": {
51
+ "ade_m": 4985.5908203125,
52
+ "fde_m": 12496.81640625,
53
+ "fde_median_m": 10617.0703125,
54
+ "nll_xy_z": 0.08943607658147812,
55
+ "coverage_95": 0.45895772757772313,
56
+ "n": 13413,
57
+ "miss_rate_500m": 0.9903079102363379,
58
+ "miss_rate_1000m": 0.9487064787892343,
59
+ "miss_rate_2000m": 0.8508909267128905
60
+ }
61
+ },
62
+ "args": {
63
+ "airport": "RKSIa",
64
+ "multi_airport": "RKSIa,RKSId,LSZH",
65
+ "eval_airport": "ESSA",
66
+ "use_airport_token": true,
67
+ "data_dir": "data",
68
+ "tag": "v8-scr-hoESSA-s2",
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": 2,
91
+ "num_workers": 2,
92
+ "push_to_hub": true,
93
+ "hub_model_id": "guychuk/flight-jepa-v2",
94
+ "pretrained_encoder": null,
95
+ "pretrained_encoder_file": null,
96
+ "freeze_encoder": false,
97
+ "held_out_classes": null,
98
+ "keep_only_classes": null,
99
+ "trackio_name": "v8-scr-hoESSA-s2"
100
+ }
101
+ }