File size: 3,669 Bytes
eacae03
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
    "epoch": 50.0,
    "eval_accuracy_construction-bridge": 0.0,
    "eval_accuracy_construction-building": 0.8613833594187662,
    "eval_accuracy_construction-door": 0.0,
    "eval_accuracy_construction-fenceguardrail": 0.06524186715644742,
    "eval_accuracy_construction-stairs": 0.0,
    "eval_accuracy_construction-tunnel": NaN,
    "eval_accuracy_construction-wall": 0.432479003469562,
    "eval_accuracy_flat-crosswalk": 0.2824225984407919,
    "eval_accuracy_flat-curb": 0.5054200670626511,
    "eval_accuracy_flat-cyclinglane": 0.7632424929486324,
    "eval_accuracy_flat-parkingdriveway": 0.2202366150559111,
    "eval_accuracy_flat-railtrack": NaN,
    "eval_accuracy_flat-road": 0.7709825418501368,
    "eval_accuracy_flat-sidewalk": 0.9215943932775013,
    "eval_accuracy_human-person": 0.5200361698077289,
    "eval_accuracy_human-rider": 0.0,
    "eval_accuracy_nature-terrain": 0.8214958743603714,
    "eval_accuracy_nature-vegetation": 0.9088590159130235,
    "eval_accuracy_object-pole": 0.2563280333734171,
    "eval_accuracy_object-trafficlight": 0.0,
    "eval_accuracy_object-trafficsign": 0.0,
    "eval_accuracy_sky": 0.8732181252219028,
    "eval_accuracy_unlabeled": NaN,
    "eval_accuracy_vehicle-bicycle": 0.0,
    "eval_accuracy_vehicle-bus": 0.0,
    "eval_accuracy_vehicle-car": 0.9194343391803792,
    "eval_accuracy_vehicle-caravan": 0.0,
    "eval_accuracy_vehicle-cartrailer": 0.0,
    "eval_accuracy_vehicle-motorcycle": 0.0,
    "eval_accuracy_vehicle-tramtrain": NaN,
    "eval_accuracy_vehicle-truck": 0.0,
    "eval_accuracy_void-dynamic": 0.0,
    "eval_accuracy_void-ground": 0.0,
    "eval_accuracy_void-static": 0.07387375417201633,
    "eval_accuracy_void-unclear": 0.0,
    "eval_iou_construction-bridge": 0.0,
    "eval_iou_construction-building": 0.6305328052809883,
    "eval_iou_construction-door": 0.0,
    "eval_iou_construction-fenceguardrail": 0.05800380170470056,
    "eval_iou_construction-stairs": 0.0,
    "eval_iou_construction-tunnel": NaN,
    "eval_iou_construction-wall": 0.3015602338421038,
    "eval_iou_flat-crosswalk": 0.2624441402112985,
    "eval_iou_flat-curb": 0.3084264541583429,
    "eval_iou_flat-cyclinglane": 0.5689304866391836,
    "eval_iou_flat-parkingdriveway": 0.17333081782078852,
    "eval_iou_flat-railtrack": NaN,
    "eval_iou_flat-road": 0.5975046468199936,
    "eval_iou_flat-sidewalk": 0.829947967538841,
    "eval_iou_human-person": 0.37076148179425894,
    "eval_iou_human-rider": 0.0,
    "eval_iou_nature-terrain": 0.6627662545337547,
    "eval_iou_nature-vegetation": 0.7954000912616259,
    "eval_iou_object-pole": 0.13096102684488672,
    "eval_iou_object-trafficlight": 0.0,
    "eval_iou_object-trafficsign": 0.0,
    "eval_iou_sky": 0.8232557338453382,
    "eval_iou_unlabeled": NaN,
    "eval_iou_vehicle-bicycle": 0.0,
    "eval_iou_vehicle-bus": 0.0,
    "eval_iou_vehicle-car": 0.6164381653141727,
    "eval_iou_vehicle-caravan": 0.0,
    "eval_iou_vehicle-cartrailer": 0.0,
    "eval_iou_vehicle-motorcycle": 0.0,
    "eval_iou_vehicle-tramtrain": NaN,
    "eval_iou_vehicle-truck": 0.0,
    "eval_iou_void-dynamic": 0.0,
    "eval_iou_void-ground": 0.0,
    "eval_iou_void-static": 0.07046824995557074,
    "eval_iou_void-unclear": 0.0,
    "eval_loss": 0.7794402837753296,
    "eval_mean_accuracy": 0.2966531693777174,
    "eval_mean_iou": 0.23228168895373708,
    "eval_overall_accuracy": 0.7879995020698657,
    "eval_runtime": 137.3691,
    "eval_samples_per_second": 1.092,
    "eval_steps_per_second": 0.073,
    "train_loss": 0.9289147666648582,
    "train_runtime": 1292.9621,
    "train_samples_per_second": 32.87,
    "train_steps_per_second": 2.088
}