File size: 4,800 Bytes
882ad7d
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
{
  "best_metric": null,
  "best_model_checkpoint": null,
  "epoch": 0.09345794392523364,
  "eval_steps": 500,
  "global_step": 10,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.09,
      "eval_accuracy_construction-bridge": 0.0,
      "eval_accuracy_construction-building": 0.05777024222254973,
      "eval_accuracy_construction-door": 0.06821530012139213,
      "eval_accuracy_construction-fenceguardrail": 1.4955395532823354e-05,
      "eval_accuracy_construction-stairs": 0.0054849447722802236,
      "eval_accuracy_construction-tunnel": NaN,
      "eval_accuracy_construction-wall": 0.00022592618207805981,
      "eval_accuracy_flat-crosswalk": 0.0014240981612061831,
      "eval_accuracy_flat-curb": 0.0007659092535649309,
      "eval_accuracy_flat-cyclinglane": 0.44255944839569206,
      "eval_accuracy_flat-parkingdriveway": 0.002132964792972265,
      "eval_accuracy_flat-railtrack": NaN,
      "eval_accuracy_flat-road": 0.020074048816157035,
      "eval_accuracy_flat-sidewalk": 0.11773345757991519,
      "eval_accuracy_human-person": 0.000984871282794846,
      "eval_accuracy_human-rider": 0.007685853331095821,
      "eval_accuracy_nature-terrain": 0.000961947562383943,
      "eval_accuracy_nature-vegetation": 0.075575305187068,
      "eval_accuracy_object-pole": 0.01615361773730575,
      "eval_accuracy_object-trafficlight": 0.381057268722467,
      "eval_accuracy_object-trafficsign": 0.0,
      "eval_accuracy_sky": 0.003844443609778675,
      "eval_accuracy_unlabeled": NaN,
      "eval_accuracy_vehicle-bicycle": 0.08917677089980855,
      "eval_accuracy_vehicle-bus": 0.0,
      "eval_accuracy_vehicle-car": 0.15660769567040478,
      "eval_accuracy_vehicle-caravan": 0.0,
      "eval_accuracy_vehicle-cartrailer": NaN,
      "eval_accuracy_vehicle-motorcycle": 0.5317498788172564,
      "eval_accuracy_vehicle-tramtrain": NaN,
      "eval_accuracy_vehicle-truck": 0.004048406756050844,
      "eval_accuracy_void-dynamic": 0.00015245529248547864,
      "eval_accuracy_void-ground": 0.04004341500588874,
      "eval_accuracy_void-static": 0.03864240715292774,
      "eval_accuracy_void-unclear": 0.0,
      "eval_iou_construction-bridge": 0.0,
      "eval_iou_construction-building": 0.04132580304702669,
      "eval_iou_construction-door": 0.006715902695991692,
      "eval_iou_construction-fenceguardrail": 1.3534211102113368e-05,
      "eval_iou_construction-stairs": 0.0020569710038018498,
      "eval_iou_construction-tunnel": 0.0,
      "eval_iou_construction-wall": 0.0002091126156787518,
      "eval_iou_flat-crosswalk": 0.00132176438496839,
      "eval_iou_flat-curb": 0.0006899234976633083,
      "eval_iou_flat-cyclinglane": 0.07015047707955017,
      "eval_iou_flat-parkingdriveway": 0.001923512106811496,
      "eval_iou_flat-railtrack": 0.0,
      "eval_iou_flat-road": 0.01930842747683919,
      "eval_iou_flat-sidewalk": 0.11407035656482502,
      "eval_iou_human-person": 0.00046295899383578675,
      "eval_iou_human-rider": 0.00014343140533965685,
      "eval_iou_nature-terrain": 0.0009460258982976413,
      "eval_iou_nature-vegetation": 0.06628938660150938,
      "eval_iou_object-pole": 0.0035650779642356274,
      "eval_iou_object-trafficlight": 5.6096470364688665e-05,
      "eval_iou_object-trafficsign": 0.0,
      "eval_iou_sky": 0.0037537235565377252,
      "eval_iou_unlabeled": 0.0,
      "eval_iou_vehicle-bicycle": 0.008507431065090918,
      "eval_iou_vehicle-bus": 0.0,
      "eval_iou_vehicle-car": 0.10874723237859946,
      "eval_iou_vehicle-caravan": 0.0,
      "eval_iou_vehicle-cartrailer": 0.0,
      "eval_iou_vehicle-motorcycle": 0.00038051143233937875,
      "eval_iou_vehicle-tramtrain": 0.0,
      "eval_iou_vehicle-truck": 0.0003111002579121493,
      "eval_iou_void-dynamic": 3.8459467567131e-05,
      "eval_iou_void-ground": 0.004862062801644521,
      "eval_iou_void-static": 0.004601612025291068,
      "eval_iou_void-unclear": 0.0,
      "eval_loss": 3.520439863204956,
      "eval_mean_accuracy": 0.0687695210907019,
      "eval_mean_iou": 0.013155739857223538,
      "eval_overall_accuracy": 0.09562851105022058,
      "eval_runtime": 114.7987,
      "eval_samples_per_second": 1.307,
      "eval_steps_per_second": 0.166,
      "step": 10
    },
    {
      "epoch": 0.09,
      "step": 10,
      "total_flos": 1405437912023040.0,
      "train_loss": 3.5419593811035157,
      "train_runtime": 121.3151,
      "train_samples_per_second": 0.659,
      "train_steps_per_second": 0.082
    }
  ],
  "logging_steps": 100,
  "max_steps": 10,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 1,
  "save_steps": 500,
  "total_flos": 1405437912023040.0,
  "train_batch_size": 8,
  "trial_name": null,
  "trial_params": null
}