File size: 5,825 Bytes
41dd655
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
[20000/100000] Train loss: 0.00232, Valid loss: 0.02736, Elapsed_time: 1.18203
Current_accuracy : 98.059, Current_norm_ED  : 0.9942
Best_accuracy    : 98.059, Best_norm_ED     : 0.9942
--------------------------------------------------------------------------------
Ground Truth              | Prediction                | Confidence Score & T/F
--------------------------------------------------------------------------------
s.r.o.                    | s.r.o.                    | 0.5311	True
Měna                      | Měna                      | 0.7593	True
--------------------------------------------------------------------------------
[30000/100000] Train loss: 0.00146, Valid loss: 0.02109, Elapsed_time: 2456.25806
Current_accuracy : 98.745, Current_norm_ED  : 0.9964
Best_accuracy    : 98.745, Best_norm_ED     : 0.9964
--------------------------------------------------------------------------------
Ground Truth              | Prediction                | Confidence Score & T/F
--------------------------------------------------------------------------------
dle                       | dle                       | 0.9645	True
Převodem                  | Převodem                  | 0.9791	True
--------------------------------------------------------------------------------
[40000/100000] Train loss: 0.00108, Valid loss: 0.02672, Elapsed_time: 4782.50053
Current_accuracy : 98.709, Current_norm_ED  : 0.9958
Best_accuracy    : 98.745, Best_norm_ED     : 0.9964
--------------------------------------------------------------------------------
Ground Truth              | Prediction                | Confidence Score & T/F
--------------------------------------------------------------------------------
09.12.2014                | 09.12.2014                | 0.8218	True
9.5.2029                  | 9.5.2029                  | 0.4325	True
--------------------------------------------------------------------------------
[50000/100000] Train loss: 0.00073, Valid loss: 0.02723, Elapsed_time: 6993.57320
Current_accuracy : 98.663, Current_norm_ED  : 0.9951
Best_accuracy    : 98.745, Best_norm_ED     : 0.9964
--------------------------------------------------------------------------------
Ground Truth              | Prediction                | Confidence Score & T/F
--------------------------------------------------------------------------------
Kočka,                    | Kočka,                    | 0.7800	True
S                         | s                         | 0.9990	False
--------------------------------------------------------------------------------
[60000/100000] Train loss: 0.00054, Valid loss: 0.02719, Elapsed_time: 9208.35791
Current_accuracy : 98.826, Current_norm_ED  : 0.9962
Best_accuracy    : 98.826, Best_norm_ED     : 0.9964
--------------------------------------------------------------------------------
Ground Truth              | Prediction                | Confidence Score & T/F
--------------------------------------------------------------------------------
DPH                       | DPH                       | 0.9867	True
o.p.s.                    | o.p.s.                    | 0.5624	True
--------------------------------------------------------------------------------
[70000/100000] Train loss: 0.00041, Valid loss: 0.02750, Elapsed_time: 11424.37288
Current_accuracy : 98.816, Current_norm_ED  : 0.9961
Best_accuracy    : 98.826, Best_norm_ED     : 0.9964
--------------------------------------------------------------------------------
Ground Truth              | Prediction                | Confidence Score & T/F
--------------------------------------------------------------------------------
kod/                      | kod/                      | 0.8549	True
936,00                    | 936,00                    | 0.6291	True
--------------------------------------------------------------------------------
[80000/100000] Train loss: 0.00022, Valid loss: 0.02862, Elapsed_time: 13656.19782
Current_accuracy : 98.837, Current_norm_ED  : 0.9961
Best_accuracy    : 98.837, Best_norm_ED     : 0.9964
--------------------------------------------------------------------------------
Ground Truth              | Prediction                | Confidence Score & T/F
--------------------------------------------------------------------------------
dle                       | dle                       | 0.9986	True
20%                       | 20%                       | 0.9884	True
--------------------------------------------------------------------------------
[90000/100000] Train loss: 0.00023, Valid loss: 0.02950, Elapsed_time: 15886.34628
Current_accuracy : 98.831, Current_norm_ED  : 0.9960
Best_accuracy    : 98.837, Best_norm_ED     : 0.9964
--------------------------------------------------------------------------------
Ground Truth              | Prediction                | Confidence Score & T/F
--------------------------------------------------------------------------------
dle                       | dle                       | 0.9992	True
č.1201701006              | č.1201701006              | 0.9703	True
--------------------------------------------------------------------------------
[100000/100000] Train loss: 0.00016, Valid loss: 0.02873, Elapsed_time: 18085.04172
Current_accuracy : 98.829, Current_norm_ED  : 0.9960
Best_accuracy    : 98.837, Best_norm_ED     : 0.9964
--------------------------------------------------------------------------------
Ground Truth              | Prediction                | Confidence Score & T/F
--------------------------------------------------------------------------------
877,00                    | 877,00                    | 0.4445	True
20%                       | 20%                       | 0.9912	True
--------------------------------------------------------------------------------