File size: 21,814 Bytes
fd32488
cbe769a
fa18bdc
c117686
540d12d
9d7e8c4
8b0eb84
3f32498
5b21d58
f0f6ff0
9aa084e
5eaa3b7
b9da547
8dcf2cc
b93ce6f
3074baa
cedee85
de1811a
08f3e80
5076d29
59df5ad
8d78666
1d1169d
c1ce569
8c4c3e2
da01cef
eeaf256
b56f9c5
5099657
9c0ee27
1563e61
7d370b6
ff50cb5
2b54ead
4eff91c
b828b77
e984fd8
b6224da
29e7bf2
e44dd3d
7e92b28
ceab61a
36fbf1d
623f746
b58c7ab
4e88a10
55234f3
2465de2
23a5e05
567fb27
c2087b8
70e5cf1
1436710
7f01a79
b9f4314
2d7ed60
05ede4a
f2e36e5
8adeed5
c8060bd
1832de7
cfca31b
341bc18
52a6ee1
89e5104
848b929
10b4a4b
3df9a0f
77c1b0c
be70c92
a90421a
5064f98
1c9ceff
c8bfedf
b323584
83361cb
63228f1
21d596a
a816450
908e7d6
c01f02c
fc9acf7
2caa0ab
a2e6088
92d6c4d
3361d16
0c13adb
8316e3a
4fce8d5
672eede
73802ff
e26a504
bd0b1aa
f121cb1
243629f
f3b0d6e
138f97a
b63206e
60edd33
274b8ef
e278ad7
d3ff428
7d10ff8
78c4178
9682496
e7212c4
a055e56
f42a8fb
e3c65ab
747960c
12e2ebc
802ee6b
6e953a7
c9e5a63
029b7fd
02bf6c3
d9237bb
4c023b6
718adfe
72c082f
37b1515
c03fde0
88823d3
2fee717
9c656c4
05f1cdd
c70f616
9d09812
212b7c9
3a973bd
6c83868
9282aca
4f3a436
0b2e140
7480c8d
d320490
71c51c3
b6c66a6
2b4dbae
79a2d40
d5a5266
c1453d1
761f9c7
c89904c
ca64fbb
580ffbf
18673ce
cffaffe
409ad85
e3bc226
8ca17ef
bbbe417
ea0db42
e8a2326
8b8eedb
ea4fba2
f18aa59
 
 
 
17f6284
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
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
Started at: 13:10:36
({'architectures': ['BertForMaskedLM'], 'attention_probs_dropout_prob': 0.1, 'hidden_act': 'gelu', 'hidden_dropout_prob': 0.1, 'hidden_size': 768, 'initializer_range': 0.02, 'intermediate_size': 3072, 'max_position_embeddings': 512, 'model_type': 'bert', 'num_attention_heads': 12, 'num_hidden_layers': 12, 'type_vocab_size': 2, 'vocab_size': 50104, '_commit_hash': 'afb829e3d0b861bd5f8cda6522b32ca0b097d7eb'}, {})
Epoch: 0
Training loss: 2.7300986201327464 - MSE: 1.5973443396223515
Validation loss : 2.7675703980705957 - MSE: 1.609589820176938
Epoch: 1
Training loss: 2.7547256934461255 - MSE: 1.6089351524297428
Validation loss : 2.7675703980705957 - MSE: 1.609589820176938
Epoch: 2
Training loss: 2.7547256934461255 - MSE: 1.6089351524297428
Validation loss : 2.7675703980705957 - MSE: 1.609589820176938
Epoch: 3
Training loss: 2.7547256934461255 - MSE: 1.6089351524297428
Validation loss : 2.7675703980705957 - MSE: 1.609589820176938
Epoch: 4
Training loss: 2.7547256934461255 - MSE: 1.6089351524297428
Validation loss : 2.7675703980705957 - MSE: 1.609589820176938
Epoch: 5
Training loss: 2.7547256934461255 - MSE: 1.6089351524297428
Validation loss : 2.7675703980705957 - MSE: 1.609589820176938
Epoch: 6
Training loss: 2.7547256934461255 - MSE: 1.6089351524297428
Validation loss : 2.7675703980705957 - MSE: 1.609589820176938
Epoch: 7
Training loss: 2.7547256934461255 - MSE: 1.6089351524297428
Validation loss : 2.7675703980705957 - MSE: 1.609589820176938
Epoch: 8
Training loss: 2.7547256934461255 - MSE: 1.6089351524297428
Validation loss : 2.7675703980705957 - MSE: 1.609589820176938
Epoch: 9
Training loss: 2.7547256934461255 - MSE: 1.6089351524297428
Validation loss : 2.7675703980705957 - MSE: 1.609589820176938
Epoch: 10
Training loss: 2.7547256934461255 - MSE: 1.6089351524297428
Validation loss : 2.7675703980705957 - MSE: 1.609589820176938
Epoch: 11
Training loss: 2.7547256934461255 - MSE: 1.6089351524297428
Validation loss : 2.7675703980705957 - MSE: 1.609589820176938
Epoch: 12
Training loss: 2.7547256934461255 - MSE: 1.6089351524297428
Validation loss : 2.7675703980705957 - MSE: 1.609589820176938
Epoch: 13
Training loss: 2.7547256934461255 - MSE: 1.6089351524297428
Validation loss : 2.7675703980705957 - MSE: 1.609589820176938
Epoch: 14
Training loss: 2.7547256934461255 - MSE: 1.6089351524297428
Validation loss : 2.7675703980705957 - MSE: 1.609589820176938
Epoch: 15
Training loss: 2.7547256934461255 - MSE: 1.6089351524297428
Validation loss : 2.7675703980705957 - MSE: 1.609589820176938
Epoch: 16
Training loss: 2.7547256934461255 - MSE: 1.6089351524297428
Validation loss : 2.7675703980705957 - MSE: 1.609589820176938
Epoch: 17
Training loss: 2.7547256934461255 - MSE: 1.6089351524297428
Validation loss : 2.7675703980705957 - MSE: 1.609589820176938
Epoch: 18
Training loss: 2.7547256934461255 - MSE: 1.6089351524297428
Validation loss : 2.7675703980705957 - MSE: 1.609589820176938
Epoch: 19
Training loss: 2.7547256934461255 - MSE: 1.6089351524297428
Validation loss : 2.7675703980705957 - MSE: 1.609589820176938
Epoch: 20
Training loss: 2.7547256934461255 - MSE: 1.6089351524297428
Validation loss : 2.7675703980705957 - MSE: 1.609589820176938
Epoch: 21
Training loss: 2.7547256934461255 - MSE: 1.6089351524297428
Validation loss : 2.7675703980705957 - MSE: 1.609589820176938
Epoch: 22
Training loss: 2.7547256934461255 - MSE: 1.6089351524297428
Validation loss : 2.7675703980705957 - MSE: 1.609589820176938
Epoch: 23
Training loss: 2.7547256934461255 - MSE: 1.6089351524297428
Validation loss : 2.7675703980705957 - MSE: 1.609589820176938
Epoch: 24
Training loss: 2.7547256934461255 - MSE: 1.6089351524297428
Validation loss : 2.7675703980705957 - MSE: 1.609589820176938
Epoch: 25
Training loss: 2.7547256934461255 - MSE: 1.6089351524297428
Validation loss : 2.7675703980705957 - MSE: 1.609589820176938
Epoch: 26
Training loss: 2.7547256934461255 - MSE: 1.6089351524297428
Validation loss : 2.7675703980705957 - MSE: 1.609589820176938
Epoch: 27
Training loss: 2.7547256934461255 - MSE: 1.6089351524297428
Validation loss : 2.7675703980705957 - MSE: 1.609589820176938
Epoch: 28
Training loss: 2.7547256934461255 - MSE: 1.6089351524297428
Validation loss : 2.7675703980705957 - MSE: 1.609589820176938
Epoch: 29
Training loss: 2.7547256934461255 - MSE: 1.6089351524297428
Validation loss : 2.7675703980705957 - MSE: 1.609589820176938
Epoch: 30
Training loss: 2.7547256934461255 - MSE: 1.6089351524297428
Validation loss : 2.7675703980705957 - MSE: 1.609589820176938
Epoch: 31
Training loss: 2.7547256934461255 - MSE: 1.6089351524297428
Validation loss : 2.7675703980705957 - MSE: 1.609589820176938
Epoch: 32
Training loss: 2.7547256934461255 - MSE: 1.6089351524297428
Validation loss : 2.7675703980705957 - MSE: 1.609589820176938
Epoch: 33
Training loss: 2.7547256934461255 - MSE: 1.6089351524297428
Validation loss : 2.7675703980705957 - MSE: 1.609589820176938
Epoch: 34
Training loss: 2.7547256934461255 - MSE: 1.6089351524297428
Validation loss : 2.7675703980705957 - MSE: 1.609589820176938
Epoch: 35
Training loss: 2.7547256934461255 - MSE: 1.6089351524297428
Validation loss : 2.7675703980705957 - MSE: 1.609589820176938
Epoch: 36
Training loss: 2.7547256934461255 - MSE: 1.6089351524297428
Validation loss : 2.7675703980705957 - MSE: 1.609589820176938
Epoch: 37
Training loss: 2.7547256934461255 - MSE: 1.6089351524297428
Validation loss : 2.7675703980705957 - MSE: 1.609589820176938
Epoch: 38
Training loss: 2.7547256934461255 - MSE: 1.6089351524297428
Validation loss : 2.7675703980705957 - MSE: 1.609589820176938
Epoch: 39
Training loss: 2.7547256934461255 - MSE: 1.6089351524297428
Validation loss : 2.7675703980705957 - MSE: 1.609589820176938
Epoch: 40
Training loss: 2.7547256934461255 - MSE: 1.6089351524297428
Validation loss : 2.7675703980705957 - MSE: 1.609589820176938
Epoch: 41
Training loss: 2.7547256934461255 - MSE: 1.6089351524297428
Validation loss : 2.7675703980705957 - MSE: 1.609589820176938
Epoch: 42
Training loss: 2.7547256934461255 - MSE: 1.6089351524297428
Validation loss : 2.7675703980705957 - MSE: 1.609589820176938
Epoch: 43
Training loss: 2.7547256934461255 - MSE: 1.6089351524297428
Validation loss : 2.7675703980705957 - MSE: 1.609589820176938
Epoch: 44
Training loss: 2.7547256934461255 - MSE: 1.6089351524297428
Validation loss : 2.7675703980705957 - MSE: 1.609589820176938
Epoch: 45
Training loss: 2.7547256934461255 - MSE: 1.6089351524297428
Validation loss : 2.7675703980705957 - MSE: 1.609589820176938
Epoch: 46
Training loss: 2.7547256934461255 - MSE: 1.6089351524297428
Validation loss : 2.7675703980705957 - MSE: 1.609589820176938
Epoch: 47
Training loss: 2.7547256934461255 - MSE: 1.6089351524297428
Validation loss : 2.7675703980705957 - MSE: 1.609589820176938
Epoch: 48
Training loss: 2.7547256934461255 - MSE: 1.6089351524297428
Validation loss : 2.7675703980705957 - MSE: 1.609589820176938
Epoch: 49
Training loss: 2.7547256934461255 - MSE: 1.6089351524297428
Validation loss : 2.7675703980705957 - MSE: 1.609589820176938
Prediction MSE: 1.6189
Finished at: 13:10:36
Time taken: 12307 s.
0 days 3 hours 25 minutes 7 seconds

 
 

Preds: [[3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0], [3.0]]