Hugging Face's logo

Ubenwa
/
ecapa-voxceleb-ft2-cryceleb

Model card Files Community
gorinars commited on
Commit
8b43f54
•
1 Parent(s): 2cb0804

Upload train_log.txt

Browse files
Files changed (1) hide show
  1. train_log.txt +586 -0
train_log.txt ADDED
@@ -0,0 +1,586 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ Epoch: 1, lr: 1.00e-05 - train loss: 14.03, train acc: 5.75e-01 - valid loss: 14.01, valid acc: 0.00e+00
2
+ Epoch: 2, lr: 2.10e-05 - train loss: 14.15, train acc: 5.75e-01 - valid loss: 13.96, valid acc: 0.00e+00
3
+ Epoch: 3, lr: 3.20e-05 - train loss: 14.03, train acc: 0.00e+00 - valid loss: 13.94, valid acc: 0.00e+00
4
+ Epoch: 4, lr: 4.30e-05 - train loss: 14.00, train acc: 2.87e-01 - valid loss: 13.96, valid acc: 0.00e+00
5
+ Epoch: 5, lr: 5.40e-05 - train loss: 13.86, train acc: 8.62e-01 - valid loss: 13.95, valid acc: 2.87e-01
6
+ Epoch: 6, lr: 6.50e-05 - train loss: 13.52, train acc: 1.72 - valid loss: 13.95, valid acc: 0.00e+00
7
+ Epoch: 7, lr: 7.60e-05 - train loss: 13.46, train acc: 1.15 - valid loss: 13.92, valid acc: 2.87e-01
8
+ Epoch: 8, lr: 8.70e-05 - train loss: 13.36, train acc: 1.15 - valid loss: 13.93, valid acc: 2.87e-01
9
+ Epoch: 9, lr: 9.80e-05 - train loss: 12.90, train acc: 2.01 - valid loss: 13.94, valid acc: 2.87e-01
10
+ Epoch: 10, lr: 9.10e-05 - train loss: 12.79, train acc: 1.15 - valid loss: 13.95, valid acc: 2.87e-01
11
+ Epoch: 11, lr: 8.00e-05 - train loss: 12.44, train acc: 4.60 - valid loss: 13.96, valid acc: 2.87e-01
12
+ Epoch: 12, lr: 6.90e-05 - train loss: 12.40, train acc: 4.02 - valid loss: 13.95, valid acc: 2.87e-01
13
+ Epoch: 13, lr: 5.80e-05 - train loss: 12.04, train acc: 5.17 - valid loss: 13.95, valid acc: 0.00e+00
14
+ Epoch: 14, lr: 4.70e-05 - train loss: 11.96, train acc: 7.18 - valid loss: 13.96, valid acc: 0.00e+00
15
+ Epoch: 15, lr: 3.60e-05 - train loss: 11.54, train acc: 7.76 - valid loss: 13.95, valid acc: 2.87e-01
16
+ Epoch: 16, lr: 2.50e-05 - train loss: 11.41, train acc: 8.91 - valid loss: 13.95, valid acc: 2.87e-01
17
+ Epoch: 17, lr: 1.40e-05 - train loss: 11.64, train acc: 6.61 - valid loss: 13.95, valid acc: 2.87e-01
18
+ Epoch: 18, lr: 3.01e-06 - train loss: 11.46, train acc: 6.61 - valid loss: 13.95, valid acc: 2.87e-01
19
+ Epoch: 19, lr: 8.01e-06 - train loss: 11.36, train acc: 9.20 - valid loss: 13.95, valid acc: 2.87e-01
20
+ Epoch: 20, lr: 1.90e-05 - train loss: 11.37, train acc: 12.64 - valid loss: 13.95, valid acc: 2.87e-01
21
+ Epoch: 21, lr: 3.00e-05 - train loss: 11.59, train acc: 7.76 - valid loss: 13.95, valid acc: 2.87e-01
22
+ Epoch: 22, lr: 4.10e-05 - train loss: 11.28, train acc: 10.63 - valid loss: 13.96, valid acc: 2.87e-01
23
+ Epoch: 23, lr: 5.20e-05 - train loss: 11.08, train acc: 9.77 - valid loss: 13.95, valid acc: 2.87e-01
24
+ Epoch: 24, lr: 6.30e-05 - train loss: 11.09, train acc: 11.21 - valid loss: 13.97, valid acc: 2.87e-01
25
+ Epoch: 25, lr: 7.40e-05 - train loss: 10.91, train acc: 12.93 - valid loss: 13.97, valid acc: 2.87e-01
26
+ Epoch: 26, lr: 8.50e-05 - train loss: 10.66, train acc: 14.66 - valid loss: 13.97, valid acc: 2.87e-01
27
+ Epoch: 27, lr: 9.60e-05 - train loss: 10.43, train acc: 18.10 - valid loss: 13.96, valid acc: 2.87e-01
28
+ Epoch: 28, lr: 9.30e-05 - train loss: 10.25, train acc: 18.39 - valid loss: 13.97, valid acc: 2.87e-01
29
+ Epoch: 29, lr: 8.20e-05 - train loss: 9.95, train acc: 22.13 - valid loss: 13.98, valid acc: 2.87e-01
30
+ Epoch: 30, lr: 7.10e-05 - train loss: 9.81, train acc: 23.28 - valid loss: 13.99, valid acc: 2.87e-01
31
+ Epoch: 31, lr: 6.00e-05 - train loss: 9.65, train acc: 24.43 - valid loss: 13.99, valid acc: 2.87e-01
32
+ Epoch: 32, lr: 4.90e-05 - train loss: 9.33, train acc: 29.02 - valid loss: 14.00, valid acc: 2.87e-01
33
+ Epoch: 33, lr: 3.80e-05 - train loss: 9.29, train acc: 28.45 - valid loss: 13.99, valid acc: 2.87e-01
34
+ Epoch: 34, lr: 2.70e-05 - train loss: 9.23, train acc: 32.76 - valid loss: 14.00, valid acc: 2.87e-01
35
+ Epoch: 35, lr: 1.60e-05 - train loss: 9.30, train acc: 30.46 - valid loss: 14.01, valid acc: 2.87e-01
36
+ Epoch: 36, lr: 5.01e-06 - train loss: 9.30, train acc: 32.18 - valid loss: 14.00, valid acc: 2.87e-01
37
+ Epoch: 37, lr: 6.01e-06 - train loss: 9.18, train acc: 31.90 - valid loss: 14.01, valid acc: 2.87e-01
38
+ Epoch: 38, lr: 1.70e-05 - train loss: 9.31, train acc: 29.60 - valid loss: 14.00, valid acc: 2.87e-01
39
+ Epoch: 39, lr: 2.80e-05 - train loss: 8.97, train acc: 33.05 - valid loss: 14.01, valid acc: 2.87e-01
40
+ Epoch: 40, lr: 3.90e-05 - train loss: 8.77, train acc: 36.21 - valid loss: 14.02, valid acc: 0.00e+00
41
+ Epoch: 41, lr: 5.00e-05 - train loss: 8.96, train acc: 35.34 - valid loss: 14.03, valid acc: 0.00e+00
42
+ Epoch: 42, lr: 6.10e-05 - train loss: 8.81, train acc: 34.77 - valid loss: 14.03, valid acc: 2.87e-01
43
+ Epoch: 43, lr: 7.20e-05 - train loss: 8.70, train acc: 36.49 - valid loss: 14.02, valid acc: 2.87e-01
44
+ Epoch: 44, lr: 8.30e-05 - train loss: 8.58, train acc: 38.51 - valid loss: 14.03, valid acc: 2.87e-01
45
+ Epoch: 45, lr: 9.40e-05 - train loss: 8.24, train acc: 45.11 - valid loss: 14.04, valid acc: 0.00e+00
46
+ Epoch: 46, lr: 9.50e-05 - train loss: 8.12, train acc: 43.97 - valid loss: 14.05, valid acc: 0.00e+00
47
+ Epoch: 47, lr: 8.40e-05 - train loss: 7.88, train acc: 46.84 - valid loss: 14.07, valid acc: 0.00e+00
48
+ Epoch: 48, lr: 7.30e-05 - train loss: 7.76, train acc: 50.00 - valid loss: 14.08, valid acc: 0.00e+00
49
+ Epoch: 49, lr: 6.20e-05 - train loss: 7.58, train acc: 47.41 - valid loss: 14.08, valid acc: 0.00e+00
50
+ Epoch: 50, lr: 5.10e-05 - train loss: 7.29, train acc: 56.03 - valid loss: 14.10, valid acc: 0.00e+00
51
+ Epoch: 51, lr: 4.00e-05 - train loss: 7.36, train acc: 52.01 - valid loss: 14.11, valid acc: 0.00e+00
52
+ Epoch: 52, lr: 2.90e-05 - train loss: 7.07, train acc: 54.89 - valid loss: 14.11, valid acc: 0.00e+00
53
+ Epoch: 53, lr: 1.80e-05 - train loss: 7.09, train acc: 56.90 - valid loss: 14.10, valid acc: 0.00e+00
54
+ Epoch: 54, lr: 7.01e-06 - train loss: 7.01, train acc: 62.07 - valid loss: 14.11, valid acc: 0.00e+00
55
+ Epoch: 55, lr: 4.01e-06 - train loss: 7.17, train acc: 56.90 - valid loss: 14.11, valid acc: 0.00e+00
56
+ Epoch: 56, lr: 1.50e-05 - train loss: 7.33, train acc: 56.90 - valid loss: 14.12, valid acc: 0.00e+00
57
+ Epoch: 57, lr: 2.60e-05 - train loss: 7.00, train acc: 58.91 - valid loss: 14.12, valid acc: 0.00e+00
58
+ Epoch: 58, lr: 3.70e-05 - train loss: 6.90, train acc: 56.32 - valid loss: 14.12, valid acc: 0.00e+00
59
+ Epoch: 59, lr: 4.80e-05 - train loss: 6.97, train acc: 59.20 - valid loss: 14.13, valid acc: 0.00e+00
60
+ Epoch: 60, lr: 5.90e-05 - train loss: 6.83, train acc: 61.21 - valid loss: 14.15, valid acc: 0.00e+00
61
+ Epoch: 61, lr: 7.00e-05 - train loss: 6.63, train acc: 62.64 - valid loss: 14.16, valid acc: 0.00e+00
62
+ Epoch: 62, lr: 8.10e-05 - train loss: 6.74, train acc: 60.63 - valid loss: 14.17, valid acc: 0.00e+00
63
+ Epoch: 63, lr: 9.20e-05 - train loss: 6.37, train acc: 68.10 - valid loss: 14.18, valid acc: 0.00e+00
64
+ Epoch: 64, lr: 9.70e-05 - train loss: 6.39, train acc: 66.95 - valid loss: 14.18, valid acc: 0.00e+00
65
+ Epoch: 65, lr: 8.60e-05 - train loss: 5.75, train acc: 76.44 - valid loss: 14.17, valid acc: 0.00e+00
66
+ Epoch: 66, lr: 7.50e-05 - train loss: 6.02, train acc: 69.25 - valid loss: 14.19, valid acc: 2.87e-01
67
+ Epoch: 67, lr: 6.40e-05 - train loss: 5.94, train acc: 70.69 - valid loss: 14.19, valid acc: 2.87e-01
68
+ Epoch: 68, lr: 5.30e-05 - train loss: 5.66, train acc: 71.26 - valid loss: 14.21, valid acc: 0.00e+00
69
+ Epoch: 69, lr: 4.20e-05 - train loss: 5.45, train acc: 75.29 - valid loss: 14.21, valid acc: 0.00e+00
70
+ Epoch: 70, lr: 3.10e-05 - train loss: 5.35, train acc: 73.28 - valid loss: 14.22, valid acc: 2.87e-01
71
+ Epoch: 71, lr: 2.00e-05 - train loss: 5.42, train acc: 77.01 - valid loss: 14.23, valid acc: 0.00e+00
72
+ Epoch: 72, lr: 9.01e-06 - train loss: 5.44, train acc: 75.29 - valid loss: 14.22, valid acc: 2.87e-01
73
+ Epoch: 73, lr: 2.01e-06 - train loss: 5.26, train acc: 77.87 - valid loss: 14.23, valid acc: 0.00e+00
74
+ Epoch: 74, lr: 1.30e-05 - train loss: 5.56, train acc: 73.56 - valid loss: 14.23, valid acc: 2.87e-01
75
+ Epoch: 75, lr: 2.40e-05 - train loss: 5.20, train acc: 76.44 - valid loss: 14.23, valid acc: 0.00e+00
76
+ Epoch: 76, lr: 3.50e-05 - train loss: 5.32, train acc: 74.14 - valid loss: 14.23, valid acc: 2.87e-01
77
+ Epoch: 77, lr: 4.60e-05 - train loss: 5.38, train acc: 73.85 - valid loss: 14.25, valid acc: 2.87e-01
78
+ Epoch: 78, lr: 5.70e-05 - train loss: 5.14, train acc: 75.57 - valid loss: 14.26, valid acc: 0.00e+00
79
+ Epoch: 79, lr: 6.80e-05 - train loss: 4.99, train acc: 79.60 - valid loss: 14.27, valid acc: 0.00e+00
80
+ Epoch: 80, lr: 7.90e-05 - train loss: 4.97, train acc: 78.74 - valid loss: 14.28, valid acc: 0.00e+00
81
+ Epoch: 81, lr: 9.00e-05 - train loss: 4.57, train acc: 84.77 - valid loss: 14.30, valid acc: 0.00e+00
82
+ Epoch: 82, lr: 9.90e-05 - train loss: 4.45, train acc: 84.77 - valid loss: 14.32, valid acc: 0.00e+00
83
+ Epoch: 83, lr: 8.80e-05 - train loss: 4.48, train acc: 81.32 - valid loss: 14.34, valid acc: 2.87e-01
84
+ Epoch: 84, lr: 7.70e-05 - train loss: 4.10, train acc: 85.63 - valid loss: 14.34, valid acc: 0.00e+00
85
+ Epoch: 85, lr: 6.60e-05 - train loss: 4.28, train acc: 83.62 - valid loss: 14.35, valid acc: 0.00e+00
86
+ Epoch: 86, lr: 5.50e-05 - train loss: 4.12, train acc: 86.78 - valid loss: 14.35, valid acc: 2.87e-01
87
+ Epoch: 87, lr: 4.40e-05 - train loss: 4.07, train acc: 85.63 - valid loss: 14.36, valid acc: 2.87e-01
88
+ Epoch: 88, lr: 3.30e-05 - train loss: 3.99, train acc: 86.21 - valid loss: 14.37, valid acc: 2.87e-01
89
+ Epoch: 89, lr: 2.20e-05 - train loss: 3.90, train acc: 87.36 - valid loss: 14.37, valid acc: 2.87e-01
90
+ Epoch: 90, lr: 1.10e-05 - train loss: 3.69, train acc: 89.37 - valid loss: 14.36, valid acc: 2.87e-01
91
+ Epoch: 91, lr: 1.00e-08 - train loss: 3.84, train acc: 85.63 - valid loss: 14.36, valid acc: 2.87e-01
92
+ Epoch: 92, lr: 1.10e-05 - train loss: 3.76, train acc: 87.64 - valid loss: 14.37, valid acc: 2.87e-01
93
+ Epoch: 93, lr: 2.20e-05 - train loss: 3.77, train acc: 87.36 - valid loss: 14.38, valid acc: 0.00e+00
94
+ Epoch: 94, lr: 3.30e-05 - train loss: 3.89, train acc: 88.22 - valid loss: 14.38, valid acc: 0.00e+00
95
+ Epoch: 95, lr: 4.40e-05 - train loss: 3.51, train acc: 89.37 - valid loss: 14.37, valid acc: 0.00e+00
96
+ Epoch: 96, lr: 5.50e-05 - train loss: 3.60, train acc: 88.51 - valid loss: 14.39, valid acc: 0.00e+00
97
+ Epoch: 97, lr: 6.60e-05 - train loss: 3.61, train acc: 89.66 - valid loss: 14.40, valid acc: 0.00e+00
98
+ Epoch: 98, lr: 7.70e-05 - train loss: 3.46, train acc: 89.94 - valid loss: 14.41, valid acc: 0.00e+00
99
+ Epoch: 99, lr: 8.80e-05 - train loss: 3.48, train acc: 89.94 - valid loss: 14.42, valid acc: 2.87e-01
100
+ Epoch: 100, lr: 9.90e-05 - train loss: 3.27, train acc: 90.52 - valid loss: 14.44, valid acc: 0.00e+00
101
+ Epoch: 101, lr: 9.00e-05 - train loss: 3.19, train acc: 91.67 - valid loss: 14.44, valid acc: 2.87e-01
102
+ Epoch: 102, lr: 7.90e-05 - train loss: 2.99, train acc: 93.39 - valid loss: 14.45, valid acc: 5.75e-01
103
+ Epoch: 103, lr: 6.80e-05 - train loss: 3.01, train acc: 93.10 - valid loss: 14.46, valid acc: 2.87e-01
104
+ Epoch: 104, lr: 5.70e-05 - train loss: 2.92, train acc: 92.24 - valid loss: 14.48, valid acc: 2.87e-01
105
+ Epoch: 105, lr: 4.60e-05 - train loss: 2.67, train acc: 94.25 - valid loss: 14.48, valid acc: 0.00e+00
106
+ Epoch: 106, lr: 3.50e-05 - train loss: 2.77, train acc: 93.10 - valid loss: 14.48, valid acc: 2.87e-01
107
+ Epoch: 107, lr: 2.40e-05 - train loss: 2.58, train acc: 94.54 - valid loss: 14.49, valid acc: 0.00e+00
108
+ Epoch: 108, lr: 1.30e-05 - train loss: 2.88, train acc: 94.54 - valid loss: 14.49, valid acc: 2.87e-01
109
+ Epoch: 109, lr: 2.01e-06 - train loss: 2.77, train acc: 93.39 - valid loss: 14.49, valid acc: 0.00e+00
110
+ Epoch: 110, lr: 9.01e-06 - train loss: 2.55, train acc: 93.39 - valid loss: 14.49, valid acc: 2.87e-01
111
+ Epoch: 111, lr: 2.00e-05 - train loss: 2.63, train acc: 91.95 - valid loss: 14.49, valid acc: 0.00e+00
112
+ Epoch: 112, lr: 3.10e-05 - train loss: 2.69, train acc: 93.10 - valid loss: 14.50, valid acc: 2.87e-01
113
+ Epoch: 113, lr: 4.20e-05 - train loss: 2.53, train acc: 94.83 - valid loss: 14.50, valid acc: 0.00e+00
114
+ Epoch: 114, lr: 5.30e-05 - train loss: 2.64, train acc: 93.97 - valid loss: 14.50, valid acc: 2.87e-01
115
+ Epoch: 115, lr: 6.40e-05 - train loss: 2.57, train acc: 95.11 - valid loss: 14.50, valid acc: 2.87e-01
116
+ Epoch: 116, lr: 7.50e-05 - train loss: 2.49, train acc: 94.54 - valid loss: 14.50, valid acc: 2.87e-01
117
+ Epoch: 117, lr: 8.60e-05 - train loss: 2.18, train acc: 95.69 - valid loss: 14.53, valid acc: 2.87e-01
118
+ Epoch: 118, lr: 9.70e-05 - train loss: 2.20, train acc: 95.11 - valid loss: 14.53, valid acc: 0.00e+00
119
+ Epoch: 119, lr: 9.20e-05 - train loss: 2.31, train acc: 93.97 - valid loss: 14.53, valid acc: 0.00e+00
120
+ Epoch: 120, lr: 8.10e-05 - train loss: 2.06, train acc: 96.84 - valid loss: 14.55, valid acc: 0.00e+00
121
+ Epoch: 121, lr: 7.00e-05 - train loss: 2.11, train acc: 96.55 - valid loss: 14.52, valid acc: 0.00e+00
122
+ Epoch: 122, lr: 5.90e-05 - train loss: 1.88, train acc: 97.13 - valid loss: 14.55, valid acc: 2.87e-01
123
+ Epoch: 123, lr: 4.80e-05 - train loss: 2.05, train acc: 96.55 - valid loss: 14.57, valid acc: 0.00e+00
124
+ Epoch: 124, lr: 3.70e-05 - train loss: 1.94, train acc: 96.55 - valid loss: 14.58, valid acc: 0.00e+00
125
+ Epoch: 125, lr: 2.60e-05 - train loss: 1.98, train acc: 94.83 - valid loss: 14.57, valid acc: 2.87e-01
126
+ Epoch: 126, lr: 1.50e-05 - train loss: 1.85, train acc: 97.41 - valid loss: 14.58, valid acc: 0.00e+00
127
+ Epoch: 127, lr: 4.01e-06 - train loss: 1.91, train acc: 95.98 - valid loss: 14.58, valid acc: 0.00e+00
128
+ Epoch: 128, lr: 7.01e-06 - train loss: 1.83, train acc: 97.70 - valid loss: 14.56, valid acc: 0.00e+00
129
+ Epoch: 129, lr: 1.80e-05 - train loss: 1.80, train acc: 97.13 - valid loss: 14.57, valid acc: 0.00e+00
130
+ Epoch: 130, lr: 2.90e-05 - train loss: 1.74, train acc: 97.13 - valid loss: 14.58, valid acc: 0.00e+00
131
+ Epoch: 131, lr: 4.00e-05 - train loss: 1.67, train acc: 97.41 - valid loss: 14.58, valid acc: 2.87e-01
132
+ Epoch: 132, lr: 5.10e-05 - train loss: 1.75, train acc: 96.84 - valid loss: 14.56, valid acc: 0.00e+00
133
+ Epoch: 133, lr: 6.20e-05 - train loss: 1.78, train acc: 97.13 - valid loss: 14.58, valid acc: 0.00e+00
134
+ Epoch: 134, lr: 7.30e-05 - train loss: 1.61, train acc: 98.56 - valid loss: 14.61, valid acc: 2.87e-01
135
+ Epoch: 135, lr: 8.40e-05 - train loss: 1.68, train acc: 96.55 - valid loss: 14.60, valid acc: 0.00e+00
136
+ Epoch: 136, lr: 9.50e-05 - train loss: 1.54, train acc: 97.41 - valid loss: 14.61, valid acc: 0.00e+00
137
+ Epoch: 137, lr: 9.40e-05 - train loss: 1.65, train acc: 97.70 - valid loss: 14.62, valid acc: 0.00e+00
138
+ Epoch: 138, lr: 8.30e-05 - train loss: 1.61, train acc: 97.70 - valid loss: 14.64, valid acc: 0.00e+00
139
+ Epoch: 139, lr: 7.20e-05 - train loss: 1.33, train acc: 97.99 - valid loss: 14.66, valid acc: 0.00e+00
140
+ Epoch: 140, lr: 6.10e-05 - train loss: 1.38, train acc: 98.28 - valid loss: 14.67, valid acc: 0.00e+00
141
+ Epoch: 141, lr: 5.00e-05 - train loss: 1.44, train acc: 98.28 - valid loss: 14.67, valid acc: 0.00e+00
142
+ Epoch: 142, lr: 3.90e-05 - train loss: 1.38, train acc: 97.13 - valid loss: 14.67, valid acc: 0.00e+00
143
+ Epoch: 143, lr: 2.80e-05 - train loss: 1.26, train acc: 99.14 - valid loss: 14.67, valid acc: 0.00e+00
144
+ Epoch: 144, lr: 1.70e-05 - train loss: 1.23, train acc: 98.85 - valid loss: 14.68, valid acc: 0.00e+00
145
+ Epoch: 145, lr: 6.01e-06 - train loss: 1.08, train acc: 99.43 - valid loss: 14.67, valid acc: 0.00e+00
146
+ Epoch: 146, lr: 5.01e-06 - train loss: 1.09, train acc: 99.14 - valid loss: 14.69, valid acc: 0.00e+00
147
+ Epoch: 147, lr: 1.60e-05 - train loss: 1.14, train acc: 98.56 - valid loss: 14.66, valid acc: 0.00e+00
148
+ Epoch: 148, lr: 2.70e-05 - train loss: 1.30, train acc: 96.84 - valid loss: 14.66, valid acc: 0.00e+00
149
+ Epoch: 149, lr: 3.80e-05 - train loss: 1.20, train acc: 98.56 - valid loss: 14.66, valid acc: 2.87e-01
150
+ Epoch: 150, lr: 4.90e-05 - train loss: 1.14, train acc: 98.56 - valid loss: 14.66, valid acc: 2.87e-01
151
+ Epoch: 151, lr: 6.00e-05 - train loss: 1.11, train acc: 99.14 - valid loss: 14.66, valid acc: 2.87e-01
152
+ Epoch: 152, lr: 7.10e-05 - train loss: 1.11, train acc: 99.14 - valid loss: 14.66, valid acc: 2.87e-01
153
+ Epoch: 153, lr: 8.20e-05 - train loss: 1.16, train acc: 98.85 - valid loss: 14.68, valid acc: 2.87e-01
154
+ Epoch: 154, lr: 9.30e-05 - train loss: 1.18, train acc: 99.14 - valid loss: 14.69, valid acc: 2.87e-01
155
+ Epoch: 155, lr: 9.60e-05 - train loss: 9.77e-01, train acc: 99.14 - valid loss: 14.72, valid acc: 2.87e-01
156
+ Epoch: 156, lr: 8.50e-05 - train loss: 9.33e-01, train acc: 98.85 - valid loss: 14.72, valid acc: 2.87e-01
157
+ Epoch: 157, lr: 7.40e-05 - train loss: 9.30e-01, train acc: 98.56 - valid loss: 14.71, valid acc: 2.87e-01
158
+ Epoch: 158, lr: 6.30e-05 - train loss: 9.81e-01, train acc: 99.43 - valid loss: 14.73, valid acc: 2.87e-01
159
+ Epoch: 159, lr: 5.20e-05 - train loss: 8.70e-01, train acc: 99.71 - valid loss: 14.72, valid acc: 2.87e-01
160
+ Epoch: 160, lr: 4.10e-05 - train loss: 9.88e-01, train acc: 99.14 - valid loss: 14.73, valid acc: 2.87e-01
161
+ Epoch: 161, lr: 3.00e-05 - train loss: 9.52e-01, train acc: 99.71 - valid loss: 14.74, valid acc: 2.87e-01
162
+ Epoch: 162, lr: 1.90e-05 - train loss: 7.94e-01, train acc: 99.43 - valid loss: 14.75, valid acc: 2.87e-01
163
+ Epoch: 163, lr: 8.01e-06 - train loss: 7.08e-01, train acc: 99.43 - valid loss: 14.75, valid acc: 2.87e-01
164
+ Epoch: 164, lr: 3.01e-06 - train loss: 8.21e-01, train acc: 99.43 - valid loss: 14.74, valid acc: 2.87e-01
165
+ Epoch: 165, lr: 1.40e-05 - train loss: 8.04e-01, train acc: 99.43 - valid loss: 14.75, valid acc: 2.87e-01
166
+ Epoch: 166, lr: 2.50e-05 - train loss: 8.56e-01, train acc: 99.14 - valid loss: 14.75, valid acc: 2.87e-01
167
+ Epoch: 167, lr: 3.60e-05 - train loss: 8.67e-01, train acc: 98.85 - valid loss: 14.74, valid acc: 2.87e-01
168
+ Epoch: 168, lr: 4.70e-05 - train loss: 7.96e-01, train acc: 99.71 - valid loss: 14.76, valid acc: 2.87e-01
169
+ Epoch: 169, lr: 5.80e-05 - train loss: 7.66e-01, train acc: 98.56 - valid loss: 14.78, valid acc: 2.87e-01
170
+ Epoch: 170, lr: 6.90e-05 - train loss: 7.56e-01, train acc: 99.71 - valid loss: 14.78, valid acc: 2.87e-01
171
+ Epoch: 171, lr: 8.00e-05 - train loss: 6.23e-01, train acc: 99.71 - valid loss: 14.78, valid acc: 2.87e-01
172
+ Epoch: 172, lr: 9.10e-05 - train loss: 6.29e-01, train acc: 1.00e+02 - valid loss: 14.79, valid acc: 2.87e-01
173
+ Epoch: 173, lr: 9.80e-05 - train loss: 6.44e-01, train acc: 99.14 - valid loss: 14.79, valid acc: 2.87e-01
174
+ Epoch: 174, lr: 8.70e-05 - train loss: 5.61e-01, train acc: 1.00e+02 - valid loss: 14.81, valid acc: 2.87e-01
175
+ Epoch: 175, lr: 7.60e-05 - train loss: 5.96e-01, train acc: 99.71 - valid loss: 14.81, valid acc: 2.87e-01
176
+ Epoch: 176, lr: 6.50e-05 - train loss: 6.61e-01, train acc: 99.71 - valid loss: 14.82, valid acc: 2.87e-01
177
+ Epoch: 177, lr: 5.40e-05 - train loss: 6.08e-01, train acc: 1.00e+02 - valid loss: 14.82, valid acc: 2.87e-01
178
+ Epoch: 178, lr: 4.30e-05 - train loss: 5.98e-01, train acc: 1.00e+02 - valid loss: 14.84, valid acc: 2.87e-01
179
+ Epoch: 179, lr: 3.20e-05 - train loss: 6.22e-01, train acc: 99.14 - valid loss: 14.83, valid acc: 2.87e-01
180
+ Epoch: 180, lr: 2.10e-05 - train loss: 4.68e-01, train acc: 1.00e+02 - valid loss: 14.83, valid acc: 2.87e-01
181
+ Epoch: 181, lr: 1.00e-05 - train loss: 5.09e-01, train acc: 99.43 - valid loss: 14.83, valid acc: 0.00e+00
182
+ Epoch: 182, lr: 1.01e-06 - train loss: 5.21e-01, train acc: 99.71 - valid loss: 14.83, valid acc: 0.00e+00
183
+ Epoch: 183, lr: 1.20e-05 - train loss: 5.03e-01, train acc: 1.00e+02 - valid loss: 14.83, valid acc: 0.00e+00
184
+ Epoch: 184, lr: 2.30e-05 - train loss: 5.50e-01, train acc: 99.43 - valid loss: 14.83, valid acc: 2.87e-01
185
+ Epoch: 185, lr: 3.40e-05 - train loss: 4.61e-01, train acc: 99.71 - valid loss: 14.85, valid acc: 0.00e+00
186
+ Epoch: 186, lr: 4.50e-05 - train loss: 4.63e-01, train acc: 99.71 - valid loss: 14.86, valid acc: 2.87e-01
187
+ Epoch: 187, lr: 5.60e-05 - train loss: 5.08e-01, train acc: 1.00e+02 - valid loss: 14.87, valid acc: 2.87e-01
188
+ Epoch: 188, lr: 6.70e-05 - train loss: 4.28e-01, train acc: 1.00e+02 - valid loss: 14.86, valid acc: 0.00e+00
189
+ Epoch: 189, lr: 7.80e-05 - train loss: 4.95e-01, train acc: 99.71 - valid loss: 14.86, valid acc: 2.87e-01
190
+ Epoch: 190, lr: 8.90e-05 - train loss: 4.02e-01, train acc: 1.00e+02 - valid loss: 14.85, valid acc: 2.87e-01
191
+ Epoch: 191, lr: 1.00e-04 - train loss: 3.96e-01, train acc: 1.00e+02 - valid loss: 14.86, valid acc: 2.87e-01
192
+ Epoch: 192, lr: 8.90e-05 - train loss: 4.22e-01, train acc: 99.71 - valid loss: 14.86, valid acc: 2.87e-01
193
+ Epoch: 193, lr: 7.80e-05 - train loss: 3.75e-01, train acc: 1.00e+02 - valid loss: 14.85, valid acc: 2.87e-01
194
+ Epoch: 194, lr: 6.70e-05 - train loss: 4.54e-01, train acc: 1.00e+02 - valid loss: 14.85, valid acc: 2.87e-01
195
+ Epoch: 195, lr: 5.60e-05 - train loss: 4.47e-01, train acc: 99.71 - valid loss: 14.84, valid acc: 2.87e-01
196
+ Epoch: 196, lr: 4.50e-05 - train loss: 2.81e-01, train acc: 1.00e+02 - valid loss: 14.86, valid acc: 2.87e-01
197
+ Epoch: 197, lr: 3.40e-05 - train loss: 3.94e-01, train acc: 1.00e+02 - valid loss: 14.88, valid acc: 2.87e-01
198
+ Epoch: 198, lr: 2.30e-05 - train loss: 3.31e-01, train acc: 99.71 - valid loss: 14.88, valid acc: 2.87e-01
199
+ Epoch: 199, lr: 1.20e-05 - train loss: 3.63e-01, train acc: 1.00e+02 - valid loss: 14.87, valid acc: 2.87e-01
200
+ Epoch: 200, lr: 1.01e-06 - train loss: 3.30e-01, train acc: 1.00e+02 - valid loss: 14.87, valid acc: 2.87e-01
201
+ Epoch: 201, lr: 1.00e-05 - train loss: 3.49e-01, train acc: 1.00e+02 - valid loss: 14.88, valid acc: 0.00e+00
202
+ Epoch: 202, lr: 2.10e-05 - train loss: 2.98e-01, train acc: 1.00e+02 - valid loss: 14.87, valid acc: 2.87e-01
203
+ Epoch: 203, lr: 3.20e-05 - train loss: 3.57e-01, train acc: 99.71 - valid loss: 14.87, valid acc: 0.00e+00
204
+ Epoch: 204, lr: 4.30e-05 - train loss: 3.71e-01, train acc: 1.00e+02 - valid loss: 14.89, valid acc: 0.00e+00
205
+ Epoch: 205, lr: 5.40e-05 - train loss: 2.95e-01, train acc: 1.00e+02 - valid loss: 14.89, valid acc: 0.00e+00
206
+ Epoch: 206, lr: 6.50e-05 - train loss: 3.20e-01, train acc: 1.00e+02 - valid loss: 14.90, valid acc: 2.87e-01
207
+ Epoch: 207, lr: 7.60e-05 - train loss: 3.34e-01, train acc: 1.00e+02 - valid loss: 14.91, valid acc: 2.87e-01
208
+ Epoch: 208, lr: 8.70e-05 - train loss: 3.60e-01, train acc: 1.00e+02 - valid loss: 14.93, valid acc: 2.87e-01
209
+ Epoch: 209, lr: 9.80e-05 - train loss: 2.93e-01, train acc: 1.00e+02 - valid loss: 14.95, valid acc: 0.00e+00
210
+ Epoch: 210, lr: 9.10e-05 - train loss: 3.60e-01, train acc: 99.71 - valid loss: 14.95, valid acc: 0.00e+00
211
+ Epoch: 211, lr: 8.00e-05 - train loss: 2.56e-01, train acc: 99.71 - valid loss: 14.93, valid acc: 2.87e-01
212
+ Epoch: 212, lr: 6.90e-05 - train loss: 2.26e-01, train acc: 1.00e+02 - valid loss: 14.96, valid acc: 2.87e-01
213
+ Epoch: 213, lr: 5.80e-05 - train loss: 2.55e-01, train acc: 1.00e+02 - valid loss: 14.96, valid acc: 2.87e-01
214
+ Epoch: 214, lr: 4.70e-05 - train loss: 2.73e-01, train acc: 99.71 - valid loss: 14.97, valid acc: 0.00e+00
215
+ Epoch: 215, lr: 3.60e-05 - train loss: 2.18e-01, train acc: 1.00e+02 - valid loss: 14.96, valid acc: 0.00e+00
216
+ Epoch: 216, lr: 2.50e-05 - train loss: 2.36e-01, train acc: 1.00e+02 - valid loss: 14.95, valid acc: 0.00e+00
217
+ Epoch: 217, lr: 1.40e-05 - train loss: 2.48e-01, train acc: 1.00e+02 - valid loss: 14.95, valid acc: 0.00e+00
218
+ Epoch: 218, lr: 3.01e-06 - train loss: 1.95e-01, train acc: 1.00e+02 - valid loss: 14.96, valid acc: 2.87e-01
219
+ Epoch: 219, lr: 8.01e-06 - train loss: 2.71e-01, train acc: 99.71 - valid loss: 14.95, valid acc: 0.00e+00
220
+ Epoch: 220, lr: 1.90e-05 - train loss: 2.64e-01, train acc: 1.00e+02 - valid loss: 14.97, valid acc: 0.00e+00
221
+ Epoch: 221, lr: 3.00e-05 - train loss: 2.71e-01, train acc: 99.71 - valid loss: 14.97, valid acc: 0.00e+00
222
+ Epoch: 222, lr: 4.10e-05 - train loss: 2.81e-01, train acc: 1.00e+02 - valid loss: 14.98, valid acc: 0.00e+00
223
+ Epoch: 223, lr: 5.20e-05 - train loss: 1.67e-01, train acc: 1.00e+02 - valid loss: 14.98, valid acc: 0.00e+00
224
+ Epoch: 224, lr: 6.30e-05 - train loss: 2.13e-01, train acc: 1.00e+02 - valid loss: 14.98, valid acc: 0.00e+00
225
+ Epoch: 225, lr: 7.40e-05 - train loss: 1.88e-01, train acc: 1.00e+02 - valid loss: 14.97, valid acc: 0.00e+00
226
+ Epoch: 226, lr: 8.50e-05 - train loss: 2.16e-01, train acc: 1.00e+02 - valid loss: 14.98, valid acc: 0.00e+00
227
+ Epoch: 227, lr: 9.60e-05 - train loss: 1.99e-01, train acc: 1.00e+02 - valid loss: 14.97, valid acc: 0.00e+00
228
+ Epoch: 228, lr: 9.30e-05 - train loss: 2.49e-01, train acc: 99.71 - valid loss: 14.98, valid acc: 0.00e+00
229
+ Epoch: 229, lr: 8.20e-05 - train loss: 2.25e-01, train acc: 1.00e+02 - valid loss: 14.99, valid acc: 0.00e+00
230
+ Epoch: 230, lr: 7.10e-05 - train loss: 1.75e-01, train acc: 1.00e+02 - valid loss: 14.98, valid acc: 0.00e+00
231
+ Epoch: 231, lr: 6.00e-05 - train loss: 1.75e-01, train acc: 1.00e+02 - valid loss: 14.99, valid acc: 0.00e+00
232
+ Epoch: 232, lr: 4.90e-05 - train loss: 1.45e-01, train acc: 1.00e+02 - valid loss: 14.99, valid acc: 0.00e+00
233
+ Epoch: 233, lr: 3.80e-05 - train loss: 1.41e-01, train acc: 1.00e+02 - valid loss: 15.01, valid acc: 0.00e+00
234
+ Epoch: 234, lr: 2.70e-05 - train loss: 1.68e-01, train acc: 1.00e+02 - valid loss: 15.00, valid acc: 0.00e+00
235
+ Epoch: 235, lr: 1.60e-05 - train loss: 1.53e-01, train acc: 1.00e+02 - valid loss: 15.00, valid acc: 0.00e+00
236
+ Epoch: 236, lr: 5.01e-06 - train loss: 1.86e-01, train acc: 1.00e+02 - valid loss: 14.99, valid acc: 0.00e+00
237
+ Epoch: 237, lr: 6.01e-06 - train loss: 2.10e-01, train acc: 1.00e+02 - valid loss: 15.01, valid acc: 0.00e+00
238
+ Epoch: 238, lr: 1.70e-05 - train loss: 2.13e-01, train acc: 1.00e+02 - valid loss: 15.01, valid acc: 0.00e+00
239
+ Epoch: 239, lr: 2.80e-05 - train loss: 1.74e-01, train acc: 1.00e+02 - valid loss: 15.00, valid acc: 0.00e+00
240
+ Epoch: 240, lr: 3.90e-05 - train loss: 1.73e-01, train acc: 1.00e+02 - valid loss: 15.00, valid acc: 0.00e+00
241
+ Epoch: 241, lr: 5.00e-05 - train loss: 1.39e-01, train acc: 1.00e+02 - valid loss: 15.00, valid acc: 0.00e+00
242
+ Epoch: 242, lr: 6.10e-05 - train loss: 1.47e-01, train acc: 1.00e+02 - valid loss: 15.00, valid acc: 0.00e+00
243
+ Epoch: 243, lr: 7.20e-05 - train loss: 1.52e-01, train acc: 1.00e+02 - valid loss: 15.01, valid acc: 0.00e+00
244
+ Epoch: 244, lr: 8.30e-05 - train loss: 1.21e-01, train acc: 1.00e+02 - valid loss: 15.02, valid acc: 0.00e+00
245
+ Epoch: 245, lr: 9.40e-05 - train loss: 1.29e-01, train acc: 1.00e+02 - valid loss: 15.03, valid acc: 0.00e+00
246
+ Epoch: 246, lr: 9.50e-05 - train loss: 1.54e-01, train acc: 1.00e+02 - valid loss: 15.03, valid acc: 0.00e+00
247
+ Epoch: 247, lr: 8.40e-05 - train loss: 1.15e-01, train acc: 1.00e+02 - valid loss: 15.05, valid acc: 0.00e+00
248
+ Epoch: 248, lr: 7.30e-05 - train loss: 1.84e-01, train acc: 1.00e+02 - valid loss: 15.03, valid acc: 0.00e+00
249
+ Epoch: 249, lr: 6.20e-05 - train loss: 1.58e-01, train acc: 99.71 - valid loss: 15.04, valid acc: 0.00e+00
250
+ Epoch: 250, lr: 5.10e-05 - train loss: 1.47e-01, train acc: 1.00e+02 - valid loss: 15.03, valid acc: 0.00e+00
251
+ Epoch: 251, lr: 4.00e-05 - train loss: 1.15e-01, train acc: 1.00e+02 - valid loss: 15.02, valid acc: 0.00e+00
252
+ Epoch: 252, lr: 2.90e-05 - train loss: 1.74e-01, train acc: 1.00e+02 - valid loss: 15.05, valid acc: 0.00e+00
253
+ Epoch: 253, lr: 1.80e-05 - train loss: 1.67e-01, train acc: 1.00e+02 - valid loss: 15.06, valid acc: 0.00e+00
254
+ Epoch: 254, lr: 7.01e-06 - train loss: 1.14e-01, train acc: 1.00e+02 - valid loss: 15.05, valid acc: 0.00e+00
255
+ Epoch: 255, lr: 4.01e-06 - train loss: 1.77e-01, train acc: 1.00e+02 - valid loss: 15.05, valid acc: 0.00e+00
256
+ Epoch: 256, lr: 1.50e-05 - train loss: 1.73e-01, train acc: 1.00e+02 - valid loss: 15.06, valid acc: 0.00e+00
257
+ Epoch: 257, lr: 2.60e-05 - train loss: 1.24e-01, train acc: 1.00e+02 - valid loss: 15.06, valid acc: 0.00e+00
258
+ Epoch: 258, lr: 3.70e-05 - train loss: 1.31e-01, train acc: 1.00e+02 - valid loss: 15.06, valid acc: 0.00e+00
259
+ Epoch: 259, lr: 4.80e-05 - train loss: 1.57e-01, train acc: 1.00e+02 - valid loss: 15.05, valid acc: 0.00e+00
260
+ Epoch: 260, lr: 5.90e-05 - train loss: 1.14e-01, train acc: 1.00e+02 - valid loss: 15.05, valid acc: 0.00e+00
261
+ Epoch: 261, lr: 7.00e-05 - train loss: 1.26e-01, train acc: 1.00e+02 - valid loss: 15.03, valid acc: 2.87e-01
262
+ Epoch: 262, lr: 8.10e-05 - train loss: 1.19e-01, train acc: 1.00e+02 - valid loss: 15.03, valid acc: 2.87e-01
263
+ Epoch: 263, lr: 9.20e-05 - train loss: 1.49e-01, train acc: 1.00e+02 - valid loss: 15.04, valid acc: 0.00e+00
264
+ Epoch: 264, lr: 9.70e-05 - train loss: 9.26e-02, train acc: 1.00e+02 - valid loss: 15.03, valid acc: 0.00e+00
265
+ Epoch: 265, lr: 8.60e-05 - train loss: 1.18e-01, train acc: 1.00e+02 - valid loss: 15.04, valid acc: 0.00e+00
266
+ Epoch: 266, lr: 7.50e-05 - train loss: 9.98e-02, train acc: 1.00e+02 - valid loss: 15.05, valid acc: 0.00e+00
267
+ Epoch: 267, lr: 6.40e-05 - train loss: 7.77e-02, train acc: 1.00e+02 - valid loss: 15.04, valid acc: 0.00e+00
268
+ Epoch: 268, lr: 5.30e-05 - train loss: 1.25e-01, train acc: 1.00e+02 - valid loss: 15.05, valid acc: 0.00e+00
269
+ Epoch: 269, lr: 4.20e-05 - train loss: 8.12e-02, train acc: 1.00e+02 - valid loss: 15.06, valid acc: 0.00e+00
270
+ Epoch: 270, lr: 3.10e-05 - train loss: 1.13e-01, train acc: 1.00e+02 - valid loss: 15.05, valid acc: 0.00e+00
271
+ Epoch: 271, lr: 2.00e-05 - train loss: 7.96e-02, train acc: 1.00e+02 - valid loss: 15.03, valid acc: 0.00e+00
272
+ Epoch: 272, lr: 9.01e-06 - train loss: 8.05e-02, train acc: 1.00e+02 - valid loss: 15.05, valid acc: 0.00e+00
273
+ Epoch: 273, lr: 2.01e-06 - train loss: 9.55e-02, train acc: 1.00e+02 - valid loss: 15.05, valid acc: 0.00e+00
274
+ Epoch: 274, lr: 1.30e-05 - train loss: 1.00e-01, train acc: 1.00e+02 - valid loss: 15.05, valid acc: 0.00e+00
275
+ Epoch: 275, lr: 2.40e-05 - train loss: 1.02e-01, train acc: 1.00e+02 - valid loss: 15.04, valid acc: 0.00e+00
276
+ Epoch: 276, lr: 3.50e-05 - train loss: 1.33e-01, train acc: 1.00e+02 - valid loss: 15.04, valid acc: 0.00e+00
277
+ Epoch: 277, lr: 4.60e-05 - train loss: 8.15e-02, train acc: 1.00e+02 - valid loss: 15.05, valid acc: 2.87e-01
278
+ Epoch: 278, lr: 5.70e-05 - train loss: 1.36e-01, train acc: 1.00e+02 - valid loss: 15.05, valid acc: 0.00e+00
279
+ Epoch: 279, lr: 6.80e-05 - train loss: 7.65e-02, train acc: 1.00e+02 - valid loss: 15.06, valid acc: 0.00e+00
280
+ Epoch: 280, lr: 7.90e-05 - train loss: 8.65e-02, train acc: 1.00e+02 - valid loss: 15.06, valid acc: 0.00e+00
281
+ Epoch: 281, lr: 9.00e-05 - train loss: 1.19e-01, train acc: 1.00e+02 - valid loss: 15.07, valid acc: 0.00e+00
282
+ Epoch: 282, lr: 9.90e-05 - train loss: 9.71e-02, train acc: 1.00e+02 - valid loss: 15.06, valid acc: 0.00e+00
283
+ Epoch: 283, lr: 8.80e-05 - train loss: 6.53e-02, train acc: 1.00e+02 - valid loss: 15.05, valid acc: 0.00e+00
284
+ Epoch: 284, lr: 7.70e-05 - train loss: 9.55e-02, train acc: 1.00e+02 - valid loss: 15.05, valid acc: 0.00e+00
285
+ Epoch: 285, lr: 6.60e-05 - train loss: 7.01e-02, train acc: 1.00e+02 - valid loss: 15.06, valid acc: 0.00e+00
286
+ Epoch: 286, lr: 5.50e-05 - train loss: 7.87e-02, train acc: 1.00e+02 - valid loss: 15.05, valid acc: 0.00e+00
287
+ Epoch: 287, lr: 4.40e-05 - train loss: 6.36e-02, train acc: 1.00e+02 - valid loss: 15.06, valid acc: 0.00e+00
288
+ Epoch: 288, lr: 3.30e-05 - train loss: 8.42e-02, train acc: 1.00e+02 - valid loss: 15.06, valid acc: 0.00e+00
289
+ Epoch: 289, lr: 2.20e-05 - train loss: 6.28e-02, train acc: 1.00e+02 - valid loss: 15.08, valid acc: 0.00e+00
290
+ Epoch: 290, lr: 1.10e-05 - train loss: 7.26e-02, train acc: 1.00e+02 - valid loss: 15.07, valid acc: 0.00e+00
291
+ Epoch: 291, lr: 1.00e-08 - train loss: 7.99e-02, train acc: 1.00e+02 - valid loss: 15.07, valid acc: 0.00e+00
292
+ Epoch: 292, lr: 1.10e-05 - train loss: 6.90e-02, train acc: 1.00e+02 - valid loss: 15.08, valid acc: 0.00e+00
293
+ Epoch: 293, lr: 2.20e-05 - train loss: 7.43e-02, train acc: 1.00e+02 - valid loss: 15.09, valid acc: 0.00e+00
294
+ Epoch: 294, lr: 3.30e-05 - train loss: 1.08e-01, train acc: 1.00e+02 - valid loss: 15.07, valid acc: 0.00e+00
295
+ Epoch: 295, lr: 4.40e-05 - train loss: 6.27e-02, train acc: 1.00e+02 - valid loss: 15.08, valid acc: 0.00e+00
296
+ Epoch: 296, lr: 5.50e-05 - train loss: 9.27e-02, train acc: 1.00e+02 - valid loss: 15.09, valid acc: 0.00e+00
297
+ Epoch: 297, lr: 6.60e-05 - train loss: 5.77e-02, train acc: 1.00e+02 - valid loss: 15.08, valid acc: 0.00e+00
298
+ Epoch: 298, lr: 7.70e-05 - train loss: 9.45e-02, train acc: 1.00e+02 - valid loss: 15.09, valid acc: 0.00e+00
299
+ Epoch: 299, lr: 8.80e-05 - train loss: 6.96e-02, train acc: 1.00e+02 - valid loss: 15.08, valid acc: 0.00e+00
300
+ Epoch: 300, lr: 9.90e-05 - train loss: 8.29e-02, train acc: 1.00e+02 - valid loss: 15.08, valid acc: 0.00e+00
301
+ Epoch: 301, lr: 9.00e-05 - train loss: 6.99e-02, train acc: 1.00e+02 - valid loss: 15.10, valid acc: 0.00e+00
302
+ Epoch: 302, lr: 7.90e-05 - train loss: 9.15e-02, train acc: 99.71 - valid loss: 15.10, valid acc: 0.00e+00
303
+ Epoch: 303, lr: 6.80e-05 - train loss: 8.70e-02, train acc: 1.00e+02 - valid loss: 15.12, valid acc: 0.00e+00
304
+ Epoch: 304, lr: 5.70e-05 - train loss: 7.30e-02, train acc: 1.00e+02 - valid loss: 15.12, valid acc: 0.00e+00
305
+ Epoch: 305, lr: 4.60e-05 - train loss: 6.96e-02, train acc: 1.00e+02 - valid loss: 15.12, valid acc: 0.00e+00
306
+ Epoch: 306, lr: 3.50e-05 - train loss: 6.85e-02, train acc: 1.00e+02 - valid loss: 15.12, valid acc: 0.00e+00
307
+ Epoch: 307, lr: 2.40e-05 - train loss: 1.04e-01, train acc: 1.00e+02 - valid loss: 15.10, valid acc: 0.00e+00
308
+ Epoch: 308, lr: 1.30e-05 - train loss: 7.74e-02, train acc: 1.00e+02 - valid loss: 15.11, valid acc: 0.00e+00
309
+ Epoch: 309, lr: 2.01e-06 - train loss: 4.06e-02, train acc: 1.00e+02 - valid loss: 15.11, valid acc: 0.00e+00
310
+ Epoch: 310, lr: 9.01e-06 - train loss: 6.39e-02, train acc: 1.00e+02 - valid loss: 15.11, valid acc: 0.00e+00
311
+ Epoch: 311, lr: 2.00e-05 - train loss: 4.53e-02, train acc: 1.00e+02 - valid loss: 15.11, valid acc: 0.00e+00
312
+ Epoch: 312, lr: 3.10e-05 - train loss: 5.35e-02, train acc: 1.00e+02 - valid loss: 15.12, valid acc: 0.00e+00
313
+ Epoch: 313, lr: 4.20e-05 - train loss: 6.67e-02, train acc: 1.00e+02 - valid loss: 15.11, valid acc: 0.00e+00
314
+ Epoch: 314, lr: 5.30e-05 - train loss: 5.11e-02, train acc: 1.00e+02 - valid loss: 15.11, valid acc: 0.00e+00
315
+ Epoch: 315, lr: 6.40e-05 - train loss: 5.14e-02, train acc: 1.00e+02 - valid loss: 15.11, valid acc: 0.00e+00
316
+ Epoch: 316, lr: 7.50e-05 - train loss: 7.63e-02, train acc: 1.00e+02 - valid loss: 15.11, valid acc: 0.00e+00
317
+ Epoch: 317, lr: 8.60e-05 - train loss: 7.75e-02, train acc: 1.00e+02 - valid loss: 15.12, valid acc: 0.00e+00
318
+ Epoch: 318, lr: 9.70e-05 - train loss: 6.53e-02, train acc: 1.00e+02 - valid loss: 15.12, valid acc: 0.00e+00
319
+ Epoch: 319, lr: 9.20e-05 - train loss: 5.12e-02, train acc: 1.00e+02 - valid loss: 15.10, valid acc: 0.00e+00
320
+ Epoch: 320, lr: 8.10e-05 - train loss: 7.46e-02, train acc: 1.00e+02 - valid loss: 15.10, valid acc: 0.00e+00
321
+ Epoch: 321, lr: 7.00e-05 - train loss: 6.09e-02, train acc: 1.00e+02 - valid loss: 15.11, valid acc: 0.00e+00
322
+ Epoch: 322, lr: 5.90e-05 - train loss: 5.78e-02, train acc: 1.00e+02 - valid loss: 15.09, valid acc: 0.00e+00
323
+ Epoch: 323, lr: 4.80e-05 - train loss: 3.91e-02, train acc: 1.00e+02 - valid loss: 15.10, valid acc: 0.00e+00
324
+ Epoch: 324, lr: 3.70e-05 - train loss: 4.62e-02, train acc: 1.00e+02 - valid loss: 15.10, valid acc: 0.00e+00
325
+ Epoch: 325, lr: 2.60e-05 - train loss: 6.70e-02, train acc: 1.00e+02 - valid loss: 15.10, valid acc: 0.00e+00
326
+ Epoch: 326, lr: 1.50e-05 - train loss: 6.07e-02, train acc: 1.00e+02 - valid loss: 15.10, valid acc: 0.00e+00
327
+ Epoch: 327, lr: 4.01e-06 - train loss: 6.20e-02, train acc: 1.00e+02 - valid loss: 15.11, valid acc: 0.00e+00
328
+ Epoch: 328, lr: 7.01e-06 - train loss: 3.35e-02, train acc: 1.00e+02 - valid loss: 15.11, valid acc: 0.00e+00
329
+ Epoch: 329, lr: 1.80e-05 - train loss: 5.02e-02, train acc: 1.00e+02 - valid loss: 15.11, valid acc: 0.00e+00
330
+ Epoch: 330, lr: 2.90e-05 - train loss: 3.96e-02, train acc: 1.00e+02 - valid loss: 15.12, valid acc: 0.00e+00
331
+ Epoch: 331, lr: 4.00e-05 - train loss: 3.75e-02, train acc: 1.00e+02 - valid loss: 15.12, valid acc: 0.00e+00
332
+ Epoch: 332, lr: 5.10e-05 - train loss: 4.43e-02, train acc: 1.00e+02 - valid loss: 15.12, valid acc: 0.00e+00
333
+ Epoch: 333, lr: 6.20e-05 - train loss: 4.37e-02, train acc: 1.00e+02 - valid loss: 15.12, valid acc: 0.00e+00
334
+ Epoch: 334, lr: 7.30e-05 - train loss: 5.01e-02, train acc: 1.00e+02 - valid loss: 15.11, valid acc: 0.00e+00
335
+ Epoch: 335, lr: 8.40e-05 - train loss: 5.43e-02, train acc: 1.00e+02 - valid loss: 15.12, valid acc: 0.00e+00
336
+ Epoch: 336, lr: 9.50e-05 - train loss: 4.84e-02, train acc: 1.00e+02 - valid loss: 15.11, valid acc: 0.00e+00
337
+ Epoch: 337, lr: 9.40e-05 - train loss: 5.12e-02, train acc: 1.00e+02 - valid loss: 15.13, valid acc: 0.00e+00
338
+ Epoch: 338, lr: 8.30e-05 - train loss: 4.90e-02, train acc: 1.00e+02 - valid loss: 15.14, valid acc: 0.00e+00
339
+ Epoch: 339, lr: 7.20e-05 - train loss: 4.61e-02, train acc: 1.00e+02 - valid loss: 15.15, valid acc: 0.00e+00
340
+ Epoch: 340, lr: 6.10e-05 - train loss: 4.49e-02, train acc: 1.00e+02 - valid loss: 15.15, valid acc: 0.00e+00
341
+ Epoch: 341, lr: 5.00e-05 - train loss: 4.15e-02, train acc: 1.00e+02 - valid loss: 15.12, valid acc: 0.00e+00
342
+ Epoch: 342, lr: 3.90e-05 - train loss: 6.41e-02, train acc: 1.00e+02 - valid loss: 15.13, valid acc: 0.00e+00
343
+ Epoch: 343, lr: 2.80e-05 - train loss: 3.05e-02, train acc: 1.00e+02 - valid loss: 15.14, valid acc: 0.00e+00
344
+ Epoch: 344, lr: 1.70e-05 - train loss: 5.00e-02, train acc: 1.00e+02 - valid loss: 15.13, valid acc: 0.00e+00
345
+ Epoch: 345, lr: 6.01e-06 - train loss: 5.52e-02, train acc: 1.00e+02 - valid loss: 15.14, valid acc: 0.00e+00
346
+ Epoch: 346, lr: 5.01e-06 - train loss: 6.19e-02, train acc: 1.00e+02 - valid loss: 15.14, valid acc: 0.00e+00
347
+ Epoch: 347, lr: 1.60e-05 - train loss: 4.74e-02, train acc: 1.00e+02 - valid loss: 15.14, valid acc: 0.00e+00
348
+ Epoch: 348, lr: 2.70e-05 - train loss: 4.94e-02, train acc: 1.00e+02 - valid loss: 15.15, valid acc: 0.00e+00
349
+ Epoch: 349, lr: 3.80e-05 - train loss: 4.12e-02, train acc: 1.00e+02 - valid loss: 15.16, valid acc: 0.00e+00
350
+ Epoch: 350, lr: 4.90e-05 - train loss: 4.00e-02, train acc: 1.00e+02 - valid loss: 15.15, valid acc: 0.00e+00
351
+ Epoch: 351, lr: 6.00e-05 - train loss: 6.44e-02, train acc: 1.00e+02 - valid loss: 15.15, valid acc: 0.00e+00
352
+ Epoch: 352, lr: 7.10e-05 - train loss: 5.40e-02, train acc: 1.00e+02 - valid loss: 15.13, valid acc: 0.00e+00
353
+ Epoch: 353, lr: 8.20e-05 - train loss: 3.47e-02, train acc: 1.00e+02 - valid loss: 15.14, valid acc: 0.00e+00
354
+ Epoch: 354, lr: 9.30e-05 - train loss: 2.85e-02, train acc: 1.00e+02 - valid loss: 15.14, valid acc: 0.00e+00
355
+ Epoch: 355, lr: 9.60e-05 - train loss: 3.57e-02, train acc: 1.00e+02 - valid loss: 15.13, valid acc: 0.00e+00
356
+ Epoch: 356, lr: 8.50e-05 - train loss: 3.89e-02, train acc: 1.00e+02 - valid loss: 15.14, valid acc: 0.00e+00
357
+ Epoch: 357, lr: 7.40e-05 - train loss: 4.09e-02, train acc: 1.00e+02 - valid loss: 15.15, valid acc: 0.00e+00
358
+ Epoch: 358, lr: 6.30e-05 - train loss: 3.60e-02, train acc: 1.00e+02 - valid loss: 15.17, valid acc: 0.00e+00
359
+ Epoch: 359, lr: 5.20e-05 - train loss: 3.79e-02, train acc: 1.00e+02 - valid loss: 15.15, valid acc: 0.00e+00
360
+ Epoch: 360, lr: 4.10e-05 - train loss: 4.75e-02, train acc: 1.00e+02 - valid loss: 15.15, valid acc: 0.00e+00
361
+ Epoch: 361, lr: 3.00e-05 - train loss: 3.63e-02, train acc: 1.00e+02 - valid loss: 15.14, valid acc: 0.00e+00
362
+ Epoch: 362, lr: 1.90e-05 - train loss: 3.08e-02, train acc: 1.00e+02 - valid loss: 15.15, valid acc: 0.00e+00
363
+ Epoch: 363, lr: 8.01e-06 - train loss: 5.48e-02, train acc: 1.00e+02 - valid loss: 15.17, valid acc: 0.00e+00
364
+ Epoch: 364, lr: 3.01e-06 - train loss: 3.29e-02, train acc: 1.00e+02 - valid loss: 15.17, valid acc: 0.00e+00
365
+ Epoch: 365, lr: 1.40e-05 - train loss: 3.59e-02, train acc: 1.00e+02 - valid loss: 15.15, valid acc: 0.00e+00
366
+ Epoch: 366, lr: 2.50e-05 - train loss: 4.52e-02, train acc: 1.00e+02 - valid loss: 15.16, valid acc: 0.00e+00
367
+ Epoch: 367, lr: 3.60e-05 - train loss: 3.50e-02, train acc: 1.00e+02 - valid loss: 15.16, valid acc: 0.00e+00
368
+ Epoch: 368, lr: 4.70e-05 - train loss: 3.81e-02, train acc: 1.00e+02 - valid loss: 15.14, valid acc: 0.00e+00
369
+ Epoch: 369, lr: 5.80e-05 - train loss: 4.35e-02, train acc: 1.00e+02 - valid loss: 15.15, valid acc: 0.00e+00
370
+ Epoch: 370, lr: 6.90e-05 - train loss: 3.65e-02, train acc: 1.00e+02 - valid loss: 15.14, valid acc: 0.00e+00
371
+ Epoch: 371, lr: 8.00e-05 - train loss: 3.96e-02, train acc: 1.00e+02 - valid loss: 15.13, valid acc: 0.00e+00
372
+ Epoch: 372, lr: 9.10e-05 - train loss: 5.52e-02, train acc: 1.00e+02 - valid loss: 15.14, valid acc: 0.00e+00
373
+ Epoch: 373, lr: 9.80e-05 - train loss: 5.47e-02, train acc: 1.00e+02 - valid loss: 15.14, valid acc: 0.00e+00
374
+ Epoch: 374, lr: 8.70e-05 - train loss: 3.16e-02, train acc: 1.00e+02 - valid loss: 15.15, valid acc: 0.00e+00
375
+ Epoch: 375, lr: 7.60e-05 - train loss: 4.34e-02, train acc: 1.00e+02 - valid loss: 15.15, valid acc: 0.00e+00
376
+ Epoch: 376, lr: 6.50e-05 - train loss: 3.88e-02, train acc: 1.00e+02 - valid loss: 15.15, valid acc: 0.00e+00
377
+ Epoch: 377, lr: 5.40e-05 - train loss: 2.19e-02, train acc: 1.00e+02 - valid loss: 15.15, valid acc: 0.00e+00
378
+ Epoch: 378, lr: 4.30e-05 - train loss: 3.30e-02, train acc: 1.00e+02 - valid loss: 15.18, valid acc: 0.00e+00
379
+ Epoch: 379, lr: 3.20e-05 - train loss: 2.81e-02, train acc: 1.00e+02 - valid loss: 15.16, valid acc: 0.00e+00
380
+ Epoch: 380, lr: 2.10e-05 - train loss: 3.99e-02, train acc: 1.00e+02 - valid loss: 15.16, valid acc: 0.00e+00
381
+ Epoch: 381, lr: 1.00e-05 - train loss: 2.93e-02, train acc: 1.00e+02 - valid loss: 15.16, valid acc: 0.00e+00
382
+ Epoch: 382, lr: 1.01e-06 - train loss: 2.64e-02, train acc: 1.00e+02 - valid loss: 15.17, valid acc: 0.00e+00
383
+ Epoch: 383, lr: 1.20e-05 - train loss: 3.42e-02, train acc: 1.00e+02 - valid loss: 15.17, valid acc: 0.00e+00
384
+ Epoch: 384, lr: 2.30e-05 - train loss: 2.39e-02, train acc: 1.00e+02 - valid loss: 15.16, valid acc: 0.00e+00
385
+ Epoch: 385, lr: 3.40e-05 - train loss: 2.50e-02, train acc: 1.00e+02 - valid loss: 15.15, valid acc: 0.00e+00
386
+ Epoch: 386, lr: 4.50e-05 - train loss: 4.05e-02, train acc: 1.00e+02 - valid loss: 15.15, valid acc: 0.00e+00
387
+ Epoch: 387, lr: 5.60e-05 - train loss: 4.15e-02, train acc: 1.00e+02 - valid loss: 15.17, valid acc: 0.00e+00
388
+ Epoch: 388, lr: 6.70e-05 - train loss: 2.94e-02, train acc: 1.00e+02 - valid loss: 15.18, valid acc: 0.00e+00
389
+ Epoch: 389, lr: 7.80e-05 - train loss: 5.30e-02, train acc: 1.00e+02 - valid loss: 15.16, valid acc: 0.00e+00
390
+ Epoch: 390, lr: 8.90e-05 - train loss: 4.58e-02, train acc: 1.00e+02 - valid loss: 15.16, valid acc: 0.00e+00
391
+ Epoch: 391, lr: 1.00e-04 - train loss: 2.64e-02, train acc: 1.00e+02 - valid loss: 15.16, valid acc: 0.00e+00
392
+ Epoch: 392, lr: 8.90e-05 - train loss: 2.49e-02, train acc: 1.00e+02 - valid loss: 15.17, valid acc: 0.00e+00
393
+ Epoch: 393, lr: 7.80e-05 - train loss: 3.20e-02, train acc: 1.00e+02 - valid loss: 15.18, valid acc: 0.00e+00
394
+ Epoch: 394, lr: 6.70e-05 - train loss: 2.84e-02, train acc: 1.00e+02 - valid loss: 15.17, valid acc: 0.00e+00
395
+ Epoch: 395, lr: 5.60e-05 - train loss: 2.21e-02, train acc: 1.00e+02 - valid loss: 15.19, valid acc: 0.00e+00
396
+ Epoch: 396, lr: 4.50e-05 - train loss: 2.29e-02, train acc: 1.00e+02 - valid loss: 15.18, valid acc: 0.00e+00
397
+ Epoch: 397, lr: 3.40e-05 - train loss: 2.24e-02, train acc: 1.00e+02 - valid loss: 15.18, valid acc: 0.00e+00
398
+ Epoch: 398, lr: 2.30e-05 - train loss: 3.14e-02, train acc: 1.00e+02 - valid loss: 15.18, valid acc: 0.00e+00
399
+ Epoch: 399, lr: 1.20e-05 - train loss: 4.13e-02, train acc: 1.00e+02 - valid loss: 15.18, valid acc: 0.00e+00
400
+ Epoch: 400, lr: 1.01e-06 - train loss: 2.78e-02, train acc: 1.00e+02 - valid loss: 15.18, valid acc: 0.00e+00
401
+ Epoch: 401, lr: 1.00e-05 - train loss: 3.89e-02, train acc: 1.00e+02 - valid loss: 15.18, valid acc: 0.00e+00
402
+ Epoch: 402, lr: 2.10e-05 - train loss: 3.88e-02, train acc: 1.00e+02 - valid loss: 15.18, valid acc: 0.00e+00
403
+ Epoch: 403, lr: 3.20e-05 - train loss: 4.01e-02, train acc: 1.00e+02 - valid loss: 15.18, valid acc: 0.00e+00
404
+ Epoch: 404, lr: 4.30e-05 - train loss: 2.95e-02, train acc: 1.00e+02 - valid loss: 15.18, valid acc: 0.00e+00
405
+ Epoch: 405, lr: 5.40e-05 - train loss: 2.89e-02, train acc: 1.00e+02 - valid loss: 15.18, valid acc: 0.00e+00
406
+ Epoch: 406, lr: 6.50e-05 - train loss: 2.22e-02, train acc: 1.00e+02 - valid loss: 15.17, valid acc: 0.00e+00
407
+ Epoch: 407, lr: 7.60e-05 - train loss: 2.39e-02, train acc: 1.00e+02 - valid loss: 15.18, valid acc: 0.00e+00
408
+ Epoch: 408, lr: 8.70e-05 - train loss: 2.58e-02, train acc: 1.00e+02 - valid loss: 15.19, valid acc: 0.00e+00
409
+ Epoch: 409, lr: 9.80e-05 - train loss: 1.80e-02, train acc: 1.00e+02 - valid loss: 15.18, valid acc: 0.00e+00
410
+ Epoch: 410, lr: 9.10e-05 - train loss: 2.88e-02, train acc: 1.00e+02 - valid loss: 15.18, valid acc: 0.00e+00
411
+ Epoch: 411, lr: 8.00e-05 - train loss: 3.02e-02, train acc: 1.00e+02 - valid loss: 15.19, valid acc: 0.00e+00
412
+ Epoch: 412, lr: 6.90e-05 - train loss: 2.70e-02, train acc: 1.00e+02 - valid loss: 15.18, valid acc: 0.00e+00
413
+ Epoch: 413, lr: 5.80e-05 - train loss: 2.09e-02, train acc: 1.00e+02 - valid loss: 15.18, valid acc: 0.00e+00
414
+ Epoch: 414, lr: 4.70e-05 - train loss: 3.83e-02, train acc: 1.00e+02 - valid loss: 15.18, valid acc: 0.00e+00
415
+ Epoch: 415, lr: 3.60e-05 - train loss: 3.94e-02, train acc: 1.00e+02 - valid loss: 15.18, valid acc: 0.00e+00
416
+ Epoch: 416, lr: 2.50e-05 - train loss: 3.27e-02, train acc: 1.00e+02 - valid loss: 15.19, valid acc: 0.00e+00
417
+ Epoch: 417, lr: 1.40e-05 - train loss: 2.00e-02, train acc: 1.00e+02 - valid loss: 15.20, valid acc: 0.00e+00
418
+ Epoch: 418, lr: 3.01e-06 - train loss: 3.18e-02, train acc: 1.00e+02 - valid loss: 15.20, valid acc: 0.00e+00
419
+ Epoch: 419, lr: 8.01e-06 - train loss: 2.23e-02, train acc: 1.00e+02 - valid loss: 15.21, valid acc: 0.00e+00
420
+ Epoch: 420, lr: 1.90e-05 - train loss: 2.98e-02, train acc: 1.00e+02 - valid loss: 15.19, valid acc: 0.00e+00
421
+ Epoch: 421, lr: 3.00e-05 - train loss: 2.31e-02, train acc: 1.00e+02 - valid loss: 15.19, valid acc: 0.00e+00
422
+ Epoch: 422, lr: 4.10e-05 - train loss: 1.93e-02, train acc: 1.00e+02 - valid loss: 15.20, valid acc: 0.00e+00
423
+ Epoch: 423, lr: 5.20e-05 - train loss: 2.31e-02, train acc: 1.00e+02 - valid loss: 15.19, valid acc: 0.00e+00
424
+ Epoch: 424, lr: 6.30e-05 - train loss: 3.12e-02, train acc: 1.00e+02 - valid loss: 15.19, valid acc: 0.00e+00
425
+ Epoch: 425, lr: 7.40e-05 - train loss: 4.18e-02, train acc: 1.00e+02 - valid loss: 15.19, valid acc: 0.00e+00
426
+ Epoch: 426, lr: 8.50e-05 - train loss: 2.68e-02, train acc: 1.00e+02 - valid loss: 15.19, valid acc: 0.00e+00
427
+ Epoch: 427, lr: 9.60e-05 - train loss: 1.83e-02, train acc: 1.00e+02 - valid loss: 15.19, valid acc: 0.00e+00
428
+ Epoch: 428, lr: 9.30e-05 - train loss: 2.71e-02, train acc: 1.00e+02 - valid loss: 15.19, valid acc: 0.00e+00
429
+ Epoch: 429, lr: 8.20e-05 - train loss: 1.82e-02, train acc: 1.00e+02 - valid loss: 15.20, valid acc: 0.00e+00
430
+ Epoch: 430, lr: 7.10e-05 - train loss: 1.92e-02, train acc: 1.00e+02 - valid loss: 15.19, valid acc: 0.00e+00
431
+ Epoch: 431, lr: 6.00e-05 - train loss: 2.49e-02, train acc: 1.00e+02 - valid loss: 15.19, valid acc: 0.00e+00
432
+ Epoch: 432, lr: 4.90e-05 - train loss: 1.87e-02, train acc: 1.00e+02 - valid loss: 15.20, valid acc: 0.00e+00
433
+ Epoch: 433, lr: 3.80e-05 - train loss: 3.01e-02, train acc: 1.00e+02 - valid loss: 15.19, valid acc: 0.00e+00
434
+ Epoch: 434, lr: 2.70e-05 - train loss: 1.84e-02, train acc: 1.00e+02 - valid loss: 15.19, valid acc: 0.00e+00
435
+ Epoch: 435, lr: 1.60e-05 - train loss: 2.15e-02, train acc: 1.00e+02 - valid loss: 15.21, valid acc: 0.00e+00
436
+ Epoch: 436, lr: 5.01e-06 - train loss: 2.76e-02, train acc: 1.00e+02 - valid loss: 15.20, valid acc: 0.00e+00
437
+ Epoch: 437, lr: 6.01e-06 - train loss: 3.21e-02, train acc: 1.00e+02 - valid loss: 15.21, valid acc: 0.00e+00
438
+ Epoch: 438, lr: 1.70e-05 - train loss: 2.62e-02, train acc: 1.00e+02 - valid loss: 15.20, valid acc: 0.00e+00
439
+ Epoch: 439, lr: 2.80e-05 - train loss: 2.55e-02, train acc: 1.00e+02 - valid loss: 15.21, valid acc: 0.00e+00
440
+ Epoch: 440, lr: 3.90e-05 - train loss: 3.01e-02, train acc: 1.00e+02 - valid loss: 15.22, valid acc: 0.00e+00
441
+ Epoch: 441, lr: 5.00e-05 - train loss: 2.40e-02, train acc: 1.00e+02 - valid loss: 15.21, valid acc: 0.00e+00
442
+ Epoch: 442, lr: 6.10e-05 - train loss: 1.59e-02, train acc: 1.00e+02 - valid loss: 15.21, valid acc: 0.00e+00
443
+ Epoch: 443, lr: 7.20e-05 - train loss: 1.21e-02, train acc: 1.00e+02 - valid loss: 15.21, valid acc: 0.00e+00
444
+ Epoch: 444, lr: 8.30e-05 - train loss: 2.43e-02, train acc: 1.00e+02 - valid loss: 15.21, valid acc: 0.00e+00
445
+ Epoch: 445, lr: 9.40e-05 - train loss: 3.63e-02, train acc: 1.00e+02 - valid loss: 15.18, valid acc: 0.00e+00
446
+ Epoch: 446, lr: 9.50e-05 - train loss: 1.49e-02, train acc: 1.00e+02 - valid loss: 15.17, valid acc: 0.00e+00
447
+ Epoch: 447, lr: 8.40e-05 - train loss: 2.89e-02, train acc: 1.00e+02 - valid loss: 15.17, valid acc: 0.00e+00
448
+ Epoch: 448, lr: 7.30e-05 - train loss: 2.15e-02, train acc: 1.00e+02 - valid loss: 15.16, valid acc: 0.00e+00
449
+ Epoch: 449, lr: 6.20e-05 - train loss: 1.80e-02, train acc: 1.00e+02 - valid loss: 15.16, valid acc: 0.00e+00
450
+ Epoch: 450, lr: 5.10e-05 - train loss: 2.17e-02, train acc: 1.00e+02 - valid loss: 15.17, valid acc: 0.00e+00
451
+ Epoch: 451, lr: 4.00e-05 - train loss: 3.73e-02, train acc: 1.00e+02 - valid loss: 15.16, valid acc: 0.00e+00
452
+ Epoch: 452, lr: 2.90e-05 - train loss: 1.71e-02, train acc: 1.00e+02 - valid loss: 15.15, valid acc: 0.00e+00
453
+ Epoch: 453, lr: 1.80e-05 - train loss: 1.73e-02, train acc: 1.00e+02 - valid loss: 15.17, valid acc: 0.00e+00
454
+ Epoch: 454, lr: 7.01e-06 - train loss: 2.14e-02, train acc: 1.00e+02 - valid loss: 15.19, valid acc: 0.00e+00
455
+ Epoch: 455, lr: 4.01e-06 - train loss: 1.30e-02, train acc: 1.00e+02 - valid loss: 15.17, valid acc: 0.00e+00
456
+ Epoch: 456, lr: 1.50e-05 - train loss: 1.50e-02, train acc: 1.00e+02 - valid loss: 15.17, valid acc: 0.00e+00
457
+ Epoch: 457, lr: 2.60e-05 - train loss: 2.05e-02, train acc: 1.00e+02 - valid loss: 15.19, valid acc: 0.00e+00
458
+ Epoch: 458, lr: 3.70e-05 - train loss: 3.39e-02, train acc: 1.00e+02 - valid loss: 15.19, valid acc: 0.00e+00
459
+ Epoch: 459, lr: 4.80e-05 - train loss: 2.52e-02, train acc: 1.00e+02 - valid loss: 15.19, valid acc: 0.00e+00
460
+ Epoch: 460, lr: 5.90e-05 - train loss: 2.75e-02, train acc: 1.00e+02 - valid loss: 15.20, valid acc: 0.00e+00
461
+ Epoch: 461, lr: 7.00e-05 - train loss: 2.06e-02, train acc: 1.00e+02 - valid loss: 15.21, valid acc: 0.00e+00
462
+ Epoch: 462, lr: 8.10e-05 - train loss: 1.42e-02, train acc: 1.00e+02 - valid loss: 15.20, valid acc: 0.00e+00
463
+ Epoch: 463, lr: 9.20e-05 - train loss: 2.77e-02, train acc: 1.00e+02 - valid loss: 15.20, valid acc: 0.00e+00
464
+ Epoch: 464, lr: 9.70e-05 - train loss: 1.56e-02, train acc: 1.00e+02 - valid loss: 15.21, valid acc: 0.00e+00
465
+ Epoch: 465, lr: 8.60e-05 - train loss: 2.18e-02, train acc: 1.00e+02 - valid loss: 15.20, valid acc: 0.00e+00
466
+ Epoch: 466, lr: 7.50e-05 - train loss: 1.97e-02, train acc: 1.00e+02 - valid loss: 15.20, valid acc: 0.00e+00
467
+ Epoch: 467, lr: 6.40e-05 - train loss: 1.88e-02, train acc: 1.00e+02 - valid loss: 15.20, valid acc: 0.00e+00
468
+ Epoch: 468, lr: 5.30e-05 - train loss: 2.37e-02, train acc: 1.00e+02 - valid loss: 15.23, valid acc: 0.00e+00
469
+ Epoch: 469, lr: 4.20e-05 - train loss: 1.71e-02, train acc: 1.00e+02 - valid loss: 15.23, valid acc: 0.00e+00
470
+ Epoch: 470, lr: 3.10e-05 - train loss: 1.22e-02, train acc: 1.00e+02 - valid loss: 15.22, valid acc: 0.00e+00
471
+ Epoch: 471, lr: 2.00e-05 - train loss: 1.46e-02, train acc: 1.00e+02 - valid loss: 15.23, valid acc: 0.00e+00
472
+ Epoch: 472, lr: 9.01e-06 - train loss: 2.20e-02, train acc: 1.00e+02 - valid loss: 15.23, valid acc: 0.00e+00
473
+ Epoch: 473, lr: 2.01e-06 - train loss: 1.76e-02, train acc: 1.00e+02 - valid loss: 15.22, valid acc: 0.00e+00
474
+ Epoch: 474, lr: 1.30e-05 - train loss: 1.25e-02, train acc: 1.00e+02 - valid loss: 15.23, valid acc: 0.00e+00
475
+ Epoch: 475, lr: 2.40e-05 - train loss: 1.17e-02, train acc: 1.00e+02 - valid loss: 15.23, valid acc: 0.00e+00
476
+ Epoch: 476, lr: 3.50e-05 - train loss: 2.09e-02, train acc: 1.00e+02 - valid loss: 15.23, valid acc: 0.00e+00
477
+ Epoch: 477, lr: 4.60e-05 - train loss: 1.89e-02, train acc: 1.00e+02 - valid loss: 15.22, valid acc: 0.00e+00
478
+ Epoch: 478, lr: 5.70e-05 - train loss: 2.08e-02, train acc: 1.00e+02 - valid loss: 15.22, valid acc: 0.00e+00
479
+ Epoch: 479, lr: 6.80e-05 - train loss: 1.58e-02, train acc: 1.00e+02 - valid loss: 15.22, valid acc: 0.00e+00
480
+ Epoch: 480, lr: 7.90e-05 - train loss: 1.64e-02, train acc: 1.00e+02 - valid loss: 15.22, valid acc: 0.00e+00
481
+ Epoch: 481, lr: 9.00e-05 - train loss: 9.43e-03, train acc: 1.00e+02 - valid loss: 15.22, valid acc: 0.00e+00
482
+ Epoch: 482, lr: 9.90e-05 - train loss: 1.70e-02, train acc: 1.00e+02 - valid loss: 15.23, valid acc: 0.00e+00
483
+ Epoch: 483, lr: 8.80e-05 - train loss: 1.59e-02, train acc: 1.00e+02 - valid loss: 15.23, valid acc: 0.00e+00
484
+ Epoch: 484, lr: 7.70e-05 - train loss: 1.57e-02, train acc: 1.00e+02 - valid loss: 15.23, valid acc: 0.00e+00
485
+ Epoch: 485, lr: 6.60e-05 - train loss: 1.18e-02, train acc: 1.00e+02 - valid loss: 15.24, valid acc: 0.00e+00
486
+ Epoch: 486, lr: 5.50e-05 - train loss: 1.71e-02, train acc: 1.00e+02 - valid loss: 15.23, valid acc: 0.00e+00
487
+ Epoch: 487, lr: 4.40e-05 - train loss: 9.90e-03, train acc: 1.00e+02 - valid loss: 15.22, valid acc: 0.00e+00
488
+ Epoch: 488, lr: 3.30e-05 - train loss: 1.07e-02, train acc: 1.00e+02 - valid loss: 15.23, valid acc: 0.00e+00
489
+ Epoch: 489, lr: 2.20e-05 - train loss: 1.85e-02, train acc: 1.00e+02 - valid loss: 15.23, valid acc: 0.00e+00
490
+ Epoch: 490, lr: 1.10e-05 - train loss: 1.38e-02, train acc: 1.00e+02 - valid loss: 15.22, valid acc: 0.00e+00
491
+ Epoch: 491, lr: 1.00e-08 - train loss: 1.23e-02, train acc: 1.00e+02 - valid loss: 15.22, valid acc: 0.00e+00
492
+ Epoch: 492, lr: 1.10e-05 - train loss: 1.28e-02, train acc: 1.00e+02 - valid loss: 15.22, valid acc: 0.00e+00
493
+ Epoch: 493, lr: 2.20e-05 - train loss: 1.73e-02, train acc: 1.00e+02 - valid loss: 15.22, valid acc: 0.00e+00
494
+ Epoch: 494, lr: 3.30e-05 - train loss: 1.42e-02, train acc: 1.00e+02 - valid loss: 15.23, valid acc: 0.00e+00
495
+ Epoch: 495, lr: 4.40e-05 - train loss: 1.74e-02, train acc: 1.00e+02 - valid loss: 15.22, valid acc: 0.00e+00
496
+ Epoch: 496, lr: 5.50e-05 - train loss: 1.53e-02, train acc: 1.00e+02 - valid loss: 15.23, valid acc: 0.00e+00
497
+ Epoch: 497, lr: 6.60e-05 - train loss: 1.60e-02, train acc: 1.00e+02 - valid loss: 15.23, valid acc: 0.00e+00
498
+ Epoch: 498, lr: 7.70e-05 - train loss: 1.79e-02, train acc: 1.00e+02 - valid loss: 15.24, valid acc: 0.00e+00
499
+ Epoch: 499, lr: 8.80e-05 - train loss: 2.27e-02, train acc: 1.00e+02 - valid loss: 15.25, valid acc: 0.00e+00
500
+ Epoch: 500, lr: 9.90e-05 - train loss: 1.07e-02, train acc: 1.00e+02 - valid loss: 15.25, valid acc: 0.00e+00
501
+ Epoch: 501, lr: 9.00e-05 - train loss: 1.33e-02, train acc: 1.00e+02 - valid loss: 15.24, valid acc: 0.00e+00
502
+ Epoch: 502, lr: 7.90e-05 - train loss: 1.38e-02, train acc: 1.00e+02 - valid loss: 15.25, valid acc: 0.00e+00
503
+ Epoch: 503, lr: 6.80e-05 - train loss: 1.30e-02, train acc: 1.00e+02 - valid loss: 15.25, valid acc: 0.00e+00
504
+ Epoch: 504, lr: 5.70e-05 - train loss: 9.12e-03, train acc: 1.00e+02 - valid loss: 15.24, valid acc: 0.00e+00
505
+ Epoch: 505, lr: 4.60e-05 - train loss: 1.59e-02, train acc: 1.00e+02 - valid loss: 15.25, valid acc: 0.00e+00
506
+ Epoch: 506, lr: 3.50e-05 - train loss: 1.31e-02, train acc: 1.00e+02 - valid loss: 15.25, valid acc: 0.00e+00
507
+ Epoch: 507, lr: 2.40e-05 - train loss: 1.38e-02, train acc: 1.00e+02 - valid loss: 15.24, valid acc: 0.00e+00
508
+ Epoch: 508, lr: 1.30e-05 - train loss: 1.51e-02, train acc: 1.00e+02 - valid loss: 15.24, valid acc: 0.00e+00
509
+ Epoch: 509, lr: 2.01e-06 - train loss: 1.04e-02, train acc: 1.00e+02 - valid loss: 15.24, valid acc: 0.00e+00
510
+ Epoch: 510, lr: 9.01e-06 - train loss: 1.08e-02, train acc: 1.00e+02 - valid loss: 15.23, valid acc: 0.00e+00
511
+ Epoch: 511, lr: 2.00e-05 - train loss: 1.68e-02, train acc: 1.00e+02 - valid loss: 15.23, valid acc: 0.00e+00
512
+ Epoch: 512, lr: 3.10e-05 - train loss: 2.19e-02, train acc: 1.00e+02 - valid loss: 15.22, valid acc: 0.00e+00
513
+ Epoch: 513, lr: 4.20e-05 - train loss: 2.39e-02, train acc: 1.00e+02 - valid loss: 15.23, valid acc: 0.00e+00
514
+ Epoch: 514, lr: 5.30e-05 - train loss: 1.39e-02, train acc: 1.00e+02 - valid loss: 15.25, valid acc: 0.00e+00
515
+ Epoch: 515, lr: 6.40e-05 - train loss: 2.77e-02, train acc: 1.00e+02 - valid loss: 15.27, valid acc: 0.00e+00
516
+ Epoch: 516, lr: 7.50e-05 - train loss: 1.44e-02, train acc: 1.00e+02 - valid loss: 15.27, valid acc: 0.00e+00
517
+ Epoch: 517, lr: 8.60e-05 - train loss: 1.43e-02, train acc: 1.00e+02 - valid loss: 15.29, valid acc: 0.00e+00
518
+ Epoch: 518, lr: 9.70e-05 - train loss: 1.22e-02, train acc: 1.00e+02 - valid loss: 15.27, valid acc: 0.00e+00
519
+ Epoch: 519, lr: 9.20e-05 - train loss: 1.54e-02, train acc: 1.00e+02 - valid loss: 15.25, valid acc: 0.00e+00
520
+ Epoch: 520, lr: 8.10e-05 - train loss: 1.78e-02, train acc: 1.00e+02 - valid loss: 15.26, valid acc: 0.00e+00
521
+ Epoch: 521, lr: 7.00e-05 - train loss: 2.86e-02, train acc: 1.00e+02 - valid loss: 15.26, valid acc: 0.00e+00
522
+ Epoch: 522, lr: 5.90e-05 - train loss: 9.43e-03, train acc: 1.00e+02 - valid loss: 15.27, valid acc: 0.00e+00
523
+ Epoch: 523, lr: 4.80e-05 - train loss: 1.52e-02, train acc: 1.00e+02 - valid loss: 15.28, valid acc: 0.00e+00
524
+ Epoch: 524, lr: 3.70e-05 - train loss: 1.48e-02, train acc: 1.00e+02 - valid loss: 15.27, valid acc: 0.00e+00
525
+ Epoch: 525, lr: 2.60e-05 - train loss: 8.59e-03, train acc: 1.00e+02 - valid loss: 15.28, valid acc: 0.00e+00
526
+ Epoch: 526, lr: 1.50e-05 - train loss: 1.39e-02, train acc: 1.00e+02 - valid loss: 15.28, valid acc: 0.00e+00
527
+ Epoch: 527, lr: 4.01e-06 - train loss: 1.25e-02, train acc: 1.00e+02 - valid loss: 15.26, valid acc: 0.00e+00
528
+ Epoch: 528, lr: 7.01e-06 - train loss: 1.27e-02, train acc: 1.00e+02 - valid loss: 15.27, valid acc: 0.00e+00
529
+ Epoch: 529, lr: 1.80e-05 - train loss: 1.73e-02, train acc: 1.00e+02 - valid loss: 15.27, valid acc: 0.00e+00
530
+ Epoch: 530, lr: 2.90e-05 - train loss: 1.45e-02, train acc: 1.00e+02 - valid loss: 15.27, valid acc: 0.00e+00
531
+ Epoch: 531, lr: 4.00e-05 - train loss: 7.99e-03, train acc: 1.00e+02 - valid loss: 15.28, valid acc: 0.00e+00
532
+ Epoch: 532, lr: 5.10e-05 - train loss: 2.34e-02, train acc: 1.00e+02 - valid loss: 15.26, valid acc: 0.00e+00
533
+ Epoch: 533, lr: 6.20e-05 - train loss: 1.30e-02, train acc: 1.00e+02 - valid loss: 15.25, valid acc: 0.00e+00
534
+ Epoch: 534, lr: 7.30e-05 - train loss: 1.34e-02, train acc: 1.00e+02 - valid loss: 15.24, valid acc: 0.00e+00
535
+ Epoch: 535, lr: 8.40e-05 - train loss: 1.30e-02, train acc: 1.00e+02 - valid loss: 15.24, valid acc: 0.00e+00
536
+ Epoch: 536, lr: 9.50e-05 - train loss: 1.61e-02, train acc: 1.00e+02 - valid loss: 15.26, valid acc: 0.00e+00
537
+ Epoch: 537, lr: 9.40e-05 - train loss: 9.46e-03, train acc: 1.00e+02 - valid loss: 15.24, valid acc: 2.87e-01
538
+ Epoch: 538, lr: 8.30e-05 - train loss: 1.53e-02, train acc: 1.00e+02 - valid loss: 15.26, valid acc: 0.00e+00
539
+ Epoch: 539, lr: 7.20e-05 - train loss: 1.18e-02, train acc: 1.00e+02 - valid loss: 15.27, valid acc: 0.00e+00
540
+ Epoch: 540, lr: 6.10e-05 - train loss: 1.19e-02, train acc: 1.00e+02 - valid loss: 15.28, valid acc: 0.00e+00
541
+ Epoch: 541, lr: 5.00e-05 - train loss: 1.20e-02, train acc: 1.00e+02 - valid loss: 15.27, valid acc: 0.00e+00
542
+ Epoch: 542, lr: 3.90e-05 - train loss: 1.92e-02, train acc: 1.00e+02 - valid loss: 15.27, valid acc: 0.00e+00
543
+ Epoch: 543, lr: 2.80e-05 - train loss: 7.05e-03, train acc: 1.00e+02 - valid loss: 15.28, valid acc: 0.00e+00
544
+ Epoch: 544, lr: 1.70e-05 - train loss: 8.66e-03, train acc: 1.00e+02 - valid loss: 15.25, valid acc: 0.00e+00
545
+ Epoch: 545, lr: 6.01e-06 - train loss: 1.06e-02, train acc: 1.00e+02 - valid loss: 15.25, valid acc: 0.00e+00
546
+ Epoch: 546, lr: 5.01e-06 - train loss: 1.21e-02, train acc: 1.00e+02 - valid loss: 15.27, valid acc: 0.00e+00
547
+ Epoch: 547, lr: 1.60e-05 - train loss: 1.24e-02, train acc: 1.00e+02 - valid loss: 15.28, valid acc: 0.00e+00
548
+ Epoch: 548, lr: 2.70e-05 - train loss: 1.10e-02, train acc: 1.00e+02 - valid loss: 15.28, valid acc: 0.00e+00
549
+ Epoch: 549, lr: 3.80e-05 - train loss: 1.00e-02, train acc: 1.00e+02 - valid loss: 15.27, valid acc: 0.00e+00
550
+ Epoch: 550, lr: 4.90e-05 - train loss: 1.05e-02, train acc: 1.00e+02 - valid loss: 15.27, valid acc: 0.00e+00
551
+ Epoch: 551, lr: 6.00e-05 - train loss: 1.09e-02, train acc: 1.00e+02 - valid loss: 15.27, valid acc: 0.00e+00
552
+ Epoch: 552, lr: 7.10e-05 - train loss: 1.05e-02, train acc: 1.00e+02 - valid loss: 15.26, valid acc: 0.00e+00
553
+ Epoch: 553, lr: 8.20e-05 - train loss: 1.65e-02, train acc: 1.00e+02 - valid loss: 15.29, valid acc: 0.00e+00
554
+ Epoch: 554, lr: 9.30e-05 - train loss: 1.12e-02, train acc: 1.00e+02 - valid loss: 15.28, valid acc: 0.00e+00
555
+ Epoch: 555, lr: 9.60e-05 - train loss: 1.08e-02, train acc: 1.00e+02 - valid loss: 15.27, valid acc: 0.00e+00
556
+ Epoch: 556, lr: 8.50e-05 - train loss: 1.61e-02, train acc: 1.00e+02 - valid loss: 15.28, valid acc: 0.00e+00
557
+ Epoch: 557, lr: 7.40e-05 - train loss: 2.24e-02, train acc: 1.00e+02 - valid loss: 15.26, valid acc: 0.00e+00
558
+ Epoch: 558, lr: 6.30e-05 - train loss: 1.25e-02, train acc: 1.00e+02 - valid loss: 15.27, valid acc: 2.87e-01
559
+ Epoch: 559, lr: 5.20e-05 - train loss: 1.30e-02, train acc: 1.00e+02 - valid loss: 15.26, valid acc: 0.00e+00
560
+ Epoch: 560, lr: 4.10e-05 - train loss: 8.96e-03, train acc: 1.00e+02 - valid loss: 15.25, valid acc: 0.00e+00
561
+ Epoch: 561, lr: 3.00e-05 - train loss: 1.65e-02, train acc: 1.00e+02 - valid loss: 15.25, valid acc: 0.00e+00
562
+ Epoch: 562, lr: 1.90e-05 - train loss: 8.40e-03, train acc: 1.00e+02 - valid loss: 15.24, valid acc: 2.87e-01
563
+ Epoch: 563, lr: 8.01e-06 - train loss: 1.27e-02, train acc: 1.00e+02 - valid loss: 15.25, valid acc: 0.00e+00
564
+ Epoch: 564, lr: 3.01e-06 - train loss: 1.08e-02, train acc: 1.00e+02 - valid loss: 15.26, valid acc: 0.00e+00
565
+ Epoch: 565, lr: 1.40e-05 - train loss: 1.05e-02, train acc: 1.00e+02 - valid loss: 15.27, valid acc: 0.00e+00
566
+ Epoch: 566, lr: 2.50e-05 - train loss: 1.36e-02, train acc: 1.00e+02 - valid loss: 15.26, valid acc: 2.87e-01
567
+ Epoch: 567, lr: 3.60e-05 - train loss: 1.12e-02, train acc: 1.00e+02 - valid loss: 15.27, valid acc: 0.00e+00
568
+ Epoch: 568, lr: 4.70e-05 - train loss: 1.06e-02, train acc: 1.00e+02 - valid loss: 15.26, valid acc: 0.00e+00
569
+ Epoch: 569, lr: 5.80e-05 - train loss: 1.16e-02, train acc: 1.00e+02 - valid loss: 15.27, valid acc: 0.00e+00
570
+ Epoch: 570, lr: 6.90e-05 - train loss: 2.58e-02, train acc: 1.00e+02 - valid loss: 15.27, valid acc: 0.00e+00
571
+ Epoch: 571, lr: 8.00e-05 - train loss: 7.30e-03, train acc: 1.00e+02 - valid loss: 15.28, valid acc: 0.00e+00
572
+ Epoch: 572, lr: 9.10e-05 - train loss: 1.33e-02, train acc: 1.00e+02 - valid loss: 15.28, valid acc: 0.00e+00
573
+ Epoch: 573, lr: 9.80e-05 - train loss: 1.07e-02, train acc: 1.00e+02 - valid loss: 15.29, valid acc: 0.00e+00
574
+ Epoch: 574, lr: 8.70e-05 - train loss: 8.05e-03, train acc: 1.00e+02 - valid loss: 15.27, valid acc: 0.00e+00
575
+ Epoch: 575, lr: 7.60e-05 - train loss: 8.90e-03, train acc: 1.00e+02 - valid loss: 15.28, valid acc: 0.00e+00
576
+ Epoch: 576, lr: 6.50e-05 - train loss: 1.22e-02, train acc: 1.00e+02 - valid loss: 15.28, valid acc: 0.00e+00
577
+ Epoch: 577, lr: 5.40e-05 - train loss: 8.65e-03, train acc: 1.00e+02 - valid loss: 15.28, valid acc: 0.00e+00
578
+ Epoch: 578, lr: 4.30e-05 - train loss: 6.67e-03, train acc: 1.00e+02 - valid loss: 15.31, valid acc: 2.87e-01
579
+ Epoch: 579, lr: 3.20e-05 - train loss: 1.13e-02, train acc: 1.00e+02 - valid loss: 15.31, valid acc: 0.00e+00
580
+ Epoch: 580, lr: 2.10e-05 - train loss: 1.43e-02, train acc: 1.00e+02 - valid loss: 15.30, valid acc: 0.00e+00
581
+ Epoch: 581, lr: 1.00e-05 - train loss: 7.73e-03, train acc: 1.00e+02 - valid loss: 15.28, valid acc: 0.00e+00
582
+ Epoch: 582, lr: 1.01e-06 - train loss: 1.76e-02, train acc: 1.00e+02 - valid loss: 15.30, valid acc: 0.00e+00
583
+ Epoch: 583, lr: 1.20e-05 - train loss: 6.88e-03, train acc: 1.00e+02 - valid loss: 15.29, valid acc: 0.00e+00
584
+ Epoch: 584, lr: 2.30e-05 - train loss: 1.59e-02, train acc: 1.00e+02 - valid loss: 15.30, valid acc: 2.87e-01
585
+ Epoch: 585, lr: 3.40e-05 - train loss: 1.20e-02, train acc: 1.00e+02 - valid loss: 15.30, valid acc: 2.87e-01
586
+ Epoch: 586, lr: 4.50e-05 - train loss: 1.23e-02, train acc: 1.00e+02 - valid loss: 15.29, valid acc: 2.87e-01