upos-multi-fast / loss.tsv
EPOCH TIMESTAMP BAD_EPOCHS LEARNING_RATE TRAIN_LOSS TRAIN_PRECISION TRAIN_RECALL TRAIN_ACCURACY TRAIN_F-SCORE DEV_LOSS DEV_PRECISION DEV_RECALL DEV_ACCURACY DEV_F-SCORE TEST_LOSS TEST_PRECISION TEST_RECALL TEST_ACCURACY TEST_F-SCORE
0 17:20:53 0 0.1000 0.9190797222630016 _ _ _ _ _ _ _ _ _ _ 0.777 0.777 0.777 0.777
1 17:24:38 0 0.1000 0.6716432737287085 _ _ _ _ _ _ _ _ _ _ 0.8233 0.8233 0.8233 0.8233
2 17:28:26 0 0.1000 0.5960667036171194 _ _ _ _ _ _ _ _ _ _ 0.8401 0.8401 0.8401 0.8401
3 17:32:07 0 0.1000 0.5517474701099455 _ _ _ _ _ _ _ _ _ _ 0.8553 0.8553 0.8553 0.8553
4 17:35:50 0 0.1000 0.5247127810490859 _ _ _ _ _ _ _ _ _ _ 0.8654 0.8654 0.8654 0.8654
5 17:39:48 0 0.1000 0.5020367544745151 _ _ _ _ _ _ _ _ _ _ 0.8735 0.8735 0.8735 0.8735
6 17:43:32 0 0.1000 0.48632956523237236 _ _ _ _ _ _ _ _ _ _ 0.8774 0.8774 0.8774 0.8774
7 17:47:14 0 0.1000 0.47448061674651854 _ _ _ _ _ _ _ _ _ _ 0.8797 0.8797 0.8797 0.8797
8 17:50:58 0 0.1000 0.4657747268559462 _ _ _ _ _ _ _ _ _ _ 0.8845 0.8845 0.8845 0.8845
9 17:54:40 0 0.1000 0.4548023839797725 _ _ _ _ _ _ _ _ _ _ 0.8892 0.8892 0.8892 0.8892
10 17:58:22 0 0.1000 0.4479015595216538 _ _ _ _ _ _ _ _ _ _ 0.888 0.888 0.888 0.888
11 18:02:05 0 0.1000 0.4417490141883859 _ _ _ _ _ _ _ _ _ _ 0.8913 0.8913 0.8913 0.8913
12 18:05:47 0 0.1000 0.4353397585937434 _ _ _ _ _ _ _ _ _ _ 0.8957 0.8957 0.8957 0.8957
13 18:09:45 0 0.1000 0.4300186406485238 _ _ _ _ _ _ _ _ _ _ 0.8971 0.8971 0.8971 0.8971
14 18:13:33 0 0.1000 0.42514593633532055 _ _ _ _ _ _ _ _ _ _ 0.8986 0.8986 0.8986 0.8986
15 18:17:16 0 0.1000 0.4217662339969708 _ _ _ _ _ _ _ _ _ _ 0.899 0.899 0.899 0.899
16 18:21:19 0 0.1000 0.4185326483417642 _ _ _ _ _ _ _ _ _ _ 0.8996 0.8996 0.8996 0.8996
17 18:25:02 0 0.1000 0.41529573476239035 _ _ _ _ _ _ _ _ _ _ 0.9021 0.9021 0.9021 0.9021
18 18:28:44 0 0.1000 0.41164514654259365 _ _ _ _ _ _ _ _ _ _ 0.9014 0.9014 0.9014 0.9014
19 18:32:27 0 0.1000 0.40819807794557744 _ _ _ _ _ _ _ _ _ _ 0.9026 0.9026 0.9026 0.9026
20 18:36:09 0 0.1000 0.4072363424415511 _ _ _ _ _ _ _ _ _ _ 0.904 0.904 0.904 0.904
21 18:39:47 0 0.1000 0.40504910720195475 _ _ _ _ _ _ _ _ _ _ 0.905 0.905 0.905 0.905
22 18:43:34 0 0.1000 0.40202132739125 _ _ _ _ _ _ _ _ _ _ 0.9047 0.9047 0.9047 0.9047
23 18:47:11 0 0.1000 0.4016447351458934 _ _ _ _ _ _ _ _ _ _ 0.9048 0.9048 0.9048 0.9048
24 18:50:53 0 0.1000 0.3990221622819437 _ _ _ _ _ _ _ _ _ _ 0.9057 0.9057 0.9057 0.9057
25 18:54:29 0 0.1000 0.39748555323960455 _ _ _ _ _ _ _ _ _ _ 0.9066 0.9066 0.9066 0.9066
26 18:58:06 0 0.1000 0.39510030264373813 _ _ _ _ _ _ _ _ _ _ 0.9074 0.9074 0.9074 0.9074
27 19:01:41 0 0.1000 0.3918911876917555 _ _ _ _ _ _ _ _ _ _ 0.9092 0.9092 0.9092 0.9092
28 19:05:16 0 0.1000 0.3908691110859825 _ _ _ _ _ _ _ _ _ _ 0.909 0.909 0.909 0.909
29 19:08:51 0 0.1000 0.39194263081204284 _ _ _ _ _ _ _ _ _ _ 0.9083 0.9083 0.9083 0.9083
30 19:12:54 1 0.1000 0.390020066672355 _ _ _ _ _ _ _ _ _ _ 0.9101 0.9101 0.9101 0.9101
31 19:16:30 0 0.1000 0.3874159374133058 _ _ _ _ _ _ _ _ _ _ 0.9101 0.9101 0.9101 0.9101
32 19:20:07 0 0.1000 0.38671515579703375 _ _ _ _ _ _ _ _ _ _ 0.9102 0.9102 0.9102 0.9102
33 19:23:42 0 0.1000 0.38522100101608026 _ _ _ _ _ _ _ _ _ _ 0.91 0.91 0.91 0.91
34 19:27:18 0 0.1000 0.38452733974479464 _ _ _ _ _ _ _ _ _ _ 0.9115 0.9115 0.9115 0.9115
35 19:30:53 0 0.1000 0.38427426408016185 _ _ _ _ _ _ _ _ _ _ 0.9109 0.9109 0.9109 0.9109
36 19:34:29 0 0.1000 0.38305842953409763 _ _ _ _ _ _ _ _ _ _ 0.9124 0.9124 0.9124 0.9124
37 19:38:04 0 0.1000 0.38233189722553446 _ _ _ _ _ _ _ _ _ _ 0.9114 0.9114 0.9114 0.9114
38 19:41:47 0 0.1000 0.38083049013437587 _ _ _ _ _ _ _ _ _ _ 0.9125 0.9125 0.9125 0.9125
39 19:45:25 0 0.1000 0.38015748730049487 _ _ _ _ _ _ _ _ _ _ 0.9127 0.9127 0.9127 0.9127
40 19:49:03 0 0.1000 0.37948072639638775 _ _ _ _ _ _ _ _ _ _ 0.9123 0.9123 0.9123 0.9123
41 19:52:39 0 0.1000 0.3794758443748531 _ _ _ _ _ _ _ _ _ _ 0.9126 0.9126 0.9126 0.9126
42 19:56:13 1 0.1000 0.377902250212404 _ _ _ _ _ _ _ _ _ _ 0.9135 0.9135 0.9135 0.9135
43 19:59:47 0 0.1000 0.3766043377062385 _ _ _ _ _ _ _ _ _ _ 0.9133 0.9133 0.9133 0.9133
44 20:03:19 0 0.1000 0.37573553599806514 _ _ _ _ _ _ _ _ _ _ 0.9137 0.9137 0.9137 0.9137
45 20:06:50 0 0.1000 0.3748471322266952 _ _ _ _ _ _ _ _ _ _ 0.9135 0.9135 0.9135 0.9135
46 20:10:19 0 0.1000 0.3744547664734294 _ _ _ _ _ _ _ _ _ _ 0.9132 0.9132 0.9132 0.9132
47 20:13:52 0 0.1000 0.37502166761711847 _ _ _ _ _ _ _ _ _ _ 0.9143 0.9143 0.9143 0.9143
48 20:17:41 1 0.1000 0.3721831904085566 _ _ _ _ _ _ _ _ _ _ 0.9145 0.9145 0.9145 0.9145
49 20:21:08 0 0.1000 0.3714427081547894 _ _ _ _ _ _ _ _ _ _ 0.9148 0.9148 0.9148 0.9148
50 20:24:37 0 0.1000 0.37246603286469393 _ _ _ _ _ _ _ _ _ _ 0.9145 0.9145 0.9145 0.9145
51 20:28:05 1 0.1000 0.3704952007998493 _ _ _ _ _ _ _ _ _ _ 0.9144 0.9144 0.9144 0.9144
52 20:31:34 0 0.1000 0.3703908653195547 _ _ _ _ _ _ _ _ _ _ 0.9143 0.9143 0.9143 0.9143
53 20:35:03 0 0.1000 0.37107703269995407 _ _ _ _ _ _ _ _ _ _ 0.916 0.916 0.916 0.916
54 20:38:32 1 0.1000 0.37049108522393775 _ _ _ _ _ _ _ _ _ _ 0.9153 0.9153 0.9153 0.9153
55 20:42:02 2 0.1000 0.37020046933146 _ _ _ _ _ _ _ _ _ _ 0.9152 0.9152 0.9152 0.9152
56 20:45:33 0 0.1000 0.36912775061910197 _ _ _ _ _ _ _ _ _ _ 0.9159 0.9159 0.9159 0.9159
57 20:49:02 0 0.1000 0.3671512951590983 _ _ _ _ _ _ _ _ _ _ 0.9151 0.9151 0.9151 0.9151
58 20:52:30 0 0.1000 0.3668931041249558 _ _ _ _ _ _ _ _ _ _ 0.9154 0.9154 0.9154 0.9154
59 20:55:59 0 0.1000 0.36706147675945966 _ _ _ _ _ _ _ _ _ _ 0.9172 0.9172 0.9172 0.9172
60 20:59:28 1 0.1000 0.3657434461712214 _ _ _ _ _ _ _ _ _ _ 0.9168 0.9168 0.9168 0.9168
61 21:02:58 0 0.1000 0.3659182143304713 _ _ _ _ _ _ _ _ _ _ 0.916 0.916 0.916 0.916
62 21:06:27 1 0.1000 0.3662726061567449 _ _ _ _ _ _ _ _ _ _ 0.9156 0.9156 0.9156 0.9156
63 21:09:56 2 0.1000 0.3638134179826793 _ _ _ _ _ _ _ _ _ _ 0.9163 0.9163 0.9163 0.9163
64 21:13:27 0 0.1000 0.3639648409197477 _ _ _ _ _ _ _ _ _ _ 0.9176 0.9176 0.9176 0.9176
65 21:16:56 1 0.1000 0.3648721676257142 _ _ _ _ _ _ _ _ _ _ 0.9168 0.9168 0.9168 0.9168
66 21:20:25 2 0.1000 0.3633504617117189 _ _ _ _ _ _ _ _ _ _ 0.917 0.917 0.917 0.917
67 21:23:53 0 0.1000 0.3645101590239933 _ _ _ _ _ _ _ _ _ _ 0.9171 0.9171 0.9171 0.9171
68 21:27:23 1 0.1000 0.3630188812231188 _ _ _ _ _ _ _ _ _ _ 0.916 0.916 0.916 0.916
69 21:30:52 0 0.1000 0.3636482348753987 _ _ _ _ _ _ _ _ _ _ 0.9167 0.9167 0.9167 0.9167
70 21:34:20 1 0.1000 0.3639552533385855 _ _ _ _ _ _ _ _ _ _ 0.9173 0.9173 0.9173 0.9173
71 21:37:48 2 0.1000 0.3624460829547383 _ _ _ _ _ _ _ _ _ _ 0.9162 0.9162 0.9162 0.9162
72 21:41:17 0 0.1000 0.36187481353822637 _ _ _ _ _ _ _ _ _ _ 0.9167 0.9167 0.9167 0.9167
73 21:44:48 0 0.1000 0.3638685102028578 _ _ _ _ _ _ _ _ _ _ 0.9178 0.9178 0.9178 0.9178
74 21:48:20 1 0.1000 0.3608434076808494 _ _ _ _ _ _ _ _ _ _ 0.9167 0.9167 0.9167 0.9167
75 21:51:49 0 0.1000 0.3602308806752747 _ _ _ _ _ _ _ _ _ _ 0.9172 0.9172 0.9172 0.9172
76 21:55:23 0 0.1000 0.3598624867144525 _ _ _ _ _ _ _ _ _ _ 0.9182 0.9182 0.9182 0.9182
77 21:58:51 0 0.1000 0.36065239670790644 _ _ _ _ _ _ _ _ _ _ 0.9181 0.9181 0.9181 0.9181
78 22:02:19 1 0.1000 0.360412118996118 _ _ _ _ _ _ _ _ _ _ 0.9175 0.9175 0.9175 0.9175
79 22:05:47 2 0.1000 0.3591554729788417 _ _ _ _ _ _ _ _ _ _ 0.9181 0.9181 0.9181 0.9181
80 22:09:15 0 0.1000 0.358690284100161 _ _ _ _ _ _ _ _ _ _ 0.9186 0.9186 0.9186 0.9186
81 22:13:04 0 0.1000 0.35836367092432064 _ _ _ _ _ _ _ _ _ _ 0.9179 0.9179 0.9179 0.9179
82 22:16:35 0 0.1000 0.3590073234306779 _ _ _ _ _ _ _ _ _ _ 0.9173 0.9173 0.9173 0.9173
83 22:20:03 1 0.1000 0.35931719463767836 _ _ _ _ _ _ _ _ _ _ 0.9173 0.9173 0.9173 0.9173
84 22:23:32 2 0.1000 0.35991999209495307 _ _ _ _ _ _ _ _ _ _ 0.9167 0.9167 0.9167 0.9167
85 22:27:00 3 0.1000 0.3583576700660675 _ _ _ _ _ _ _ _ _ _ 0.9182 0.9182 0.9182 0.9182
86 22:30:28 0 0.0500 0.3383489196435348 _ _ _ _ _ _ _ _ _ _ 0.9214 0.9214 0.9214 0.9214
87 22:33:56 0 0.0500 0.3332596721458173 _ _ _ _ _ _ _ _ _ _ 0.922 0.922 0.922 0.922
88 22:37:27 0 0.0500 0.3287687047201385 _ _ _ _ _ _ _ _ _ _ 0.9229 0.9229 0.9229 0.9229
89 22:40:56 0 0.0500 0.3285579723036529 _ _ _ _ _ _ _ _ _ _ 0.9225 0.9225 0.9225 0.9225
90 22:44:25 0 0.0500 0.3249955790471447 _ _ _ _ _ _ _ _ _ _ 0.923 0.923 0.923 0.923
91 22:47:56 0 0.0500 0.32664729893809913 _ _ _ _ _ _ _ _ _ _ 0.9227 0.9227 0.9227 0.9227
92 22:51:31 1 0.0500 0.32461294523941386 _ _ _ _ _ _ _ _ _ _ 0.9229 0.9229 0.9229 0.9229
93 22:55:00 0 0.0500 0.32429037422202617 _ _ _ _ _ _ _ _ _ _ 0.9236 0.9236 0.9236 0.9236
94 22:58:32 0 0.0500 0.3235636986328555 _ _ _ _ _ _ _ _ _ _ 0.923 0.923 0.923 0.923
95 23:02:00 0 0.0500 0.3222244535159027 _ _ _ _ _ _ _ _ _ _ 0.9238 0.9238 0.9238 0.9238
96 23:05:29 0 0.0500 0.32155113324754814 _ _ _ _ _ _ _ _ _ _ 0.9235 0.9235 0.9235 0.9235
97 23:09:01 0 0.0500 0.321625706469336 _ _ _ _ _ _ _ _ _ _ 0.924 0.924 0.924 0.924
98 23:12:30 1 0.0500 0.32150654914675636 _ _ _ _ _ _ _ _ _ _ 0.9236 0.9236 0.9236 0.9236
99 23:16:06 0 0.0500 0.32067421640541527 _ _ _ _ _ _ _ _ _ _ 0.9238 0.9238 0.9238 0.9238
100 23:19:38 0 0.0500 0.3206731891157032 _ _ _ _ _ _ _ _ _ _ 0.9246 0.9246 0.9246 0.9246
101 23:23:06 1 0.0500 0.319841820813021 _ _ _ _ _ _ _ _ _ _ 0.9242 0.9242 0.9242 0.9242
102 23:26:33 0 0.0500 0.3191204305807779 _ _ _ _ _ _ _ _ _ _ 0.9239 0.9239 0.9239 0.9239
103 23:30:01 0 0.0500 0.3174570998350242 _ _ _ _ _ _ _ _ _ _ 0.9241 0.9241 0.9241 0.9241
104 23:33:29 0 0.0500 0.3191340444096926 _ _ _ _ _ _ _ _ _ _ 0.9243 0.9243 0.9243 0.9243
105 23:36:57 1 0.0500 0.31770479497054654 _ _ _ _ _ _ _ _ _ _ 0.9241 0.9241 0.9241 0.9241
106 23:40:26 2 0.0500 0.3172146900209962 _ _ _ _ _ _ _ _ _ _ 0.9239 0.9239 0.9239 0.9239
107 23:43:54 0 0.0500 0.3160222761159336 _ _ _ _ _ _ _ _ _ _ 0.924 0.924 0.924 0.924
108 23:47:24 0 0.0500 0.31664770050950836 _ _ _ _ _ _ _ _ _ _ 0.9244 0.9244 0.9244 0.9244
109 23:50:54 1 0.0500 0.3151855416235648 _ _ _ _ _ _ _ _ _ _ 0.9243 0.9243 0.9243 0.9243
110 23:54:22 0 0.0500 0.3156811461111346 _ _ _ _ _ _ _ _ _ _ 0.924 0.924 0.924 0.924
111 23:57:54 1 0.0500 0.3161979560382085 _ _ _ _ _ _ _ _ _ _ 0.9246 0.9246 0.9246 0.9246
112 00:01:23 2 0.0500 0.31593882176664106 _ _ _ _ _ _ _ _ _ _ 0.925 0.925 0.925 0.925
113 00:05:18 3 0.0500 0.3152490947733476 _ _ _ _ _ _ _ _ _ _ 0.9246 0.9246 0.9246 0.9246
114 00:08:47 0 0.0250 0.3063757599452114 _ _ _ _ _ _ _ _ _ _ 0.926 0.926 0.926 0.926
115 00:12:17 0 0.0250 0.3037663424432667 _ _ _ _ _ _ _ _ _ _ 0.9264 0.9264 0.9264 0.9264
116 00:15:50 0 0.0250 0.3026768150561347 _ _ _ _ _ _ _ _ _ _ 0.9262 0.9262 0.9262 0.9262
117 00:19:23 0 0.0250 0.301911720552316 _ _ _ _ _ _ _ _ _ _ 0.9262 0.9262 0.9262 0.9262
118 00:22:54 0 0.0250 0.30135701154769623 _ _ _ _ _ _ _ _ _ _ 0.9265 0.9265 0.9265 0.9265
119 00:26:28 0 0.0250 0.30062567218434066 _ _ _ _ _ _ _ _ _ _ 0.9267 0.9267 0.9267 0.9267
120 00:30:04 0 0.0250 0.30065195452518656 _ _ _ _ _ _ _ _ _ _ 0.9267 0.9267 0.9267 0.9267
121 00:33:34 1 0.0250 0.29976059630590474 _ _ _ _ _ _ _ _ _ _ 0.9268 0.9268 0.9268 0.9268
122 00:37:02 0 0.0250 0.2985034517248484 _ _ _ _ _ _ _ _ _ _ 0.9269 0.9269 0.9269 0.9269
123 00:40:31 0 0.0250 0.2982299711554555 _ _ _ _ _ _ _ _ _ _ 0.9272 0.9272 0.9272 0.9272
124 00:44:00 0 0.0250 0.2981091206836624 _ _ _ _ _ _ _ _ _ _ 0.927 0.927 0.927 0.927
125 00:47:28 0 0.0250 0.2959095034530295 _ _ _ _ _ _ _ _ _ _ 0.9271 0.9271 0.9271 0.9271
126 00:51:01 0 0.0250 0.29701172573023016 _ _ _ _ _ _ _ _ _ _ 0.9268 0.9268 0.9268 0.9268
127 00:54:29 1 0.0250 0.2971695579327705 _ _ _ _ _ _ _ _ _ _ 0.9272 0.9272 0.9272 0.9272
128 00:57:58 2 0.0250 0.2969908203507443 _ _ _ _ _ _ _ _ _ _ 0.9272 0.9272 0.9272 0.9272
129 01:01:27 3 0.0250 0.2980158057176761 _ _ _ _ _ _ _ _ _ _ 0.9273 0.9273 0.9273 0.9273
130 01:04:56 0 0.0125 0.2920450986249077 _ _ _ _ _ _ _ _ _ _ 0.9273 0.9273 0.9273 0.9273
131 01:08:31 0 0.0125 0.29132962870162377 _ _ _ _ _ _ _ _ _ _ 0.9278 0.9278 0.9278 0.9278
132 01:11:59 0 0.0125 0.29008412956788265 _ _ _ _ _ _ _ _ _ _ 0.9277 0.9277 0.9277 0.9277
133 01:15:27 0 0.0125 0.29002047444153295 _ _ _ _ _ _ _ _ _ _ 0.9279 0.9279 0.9279 0.9279
134 01:18:56 0 0.0125 0.2895771512047742 _ _ _ _ _ _ _ _ _ _ 0.928 0.928 0.928 0.928
135 01:22:29 0 0.0125 0.2890135376831141 _ _ _ _ _ _ _ _ _ _ 0.9281 0.9281 0.9281 0.9281
136 01:25:58 0 0.0125 0.28820534214831617 _ _ _ _ _ _ _ _ _ _ 0.928 0.928 0.928 0.928
137 01:29:27 0 0.0125 0.2886223816855515 _ _ _ _ _ _ _ _ _ _ 0.9282 0.9282 0.9282 0.9282
138 01:32:55 1 0.0125 0.28920243310231414 _ _ _ _ _ _ _ _ _ _ 0.9281 0.9281 0.9281 0.9281
139 01:36:23 2 0.0125 0.28792437217338346 _ _ _ _ _ _ _ _ _ _ 0.9279 0.9279 0.9279 0.9279
140 01:39:52 0 0.0125 0.28707431522855614 _ _ _ _ _ _ _ _ _ _ 0.9281 0.9281 0.9281 0.9281
141 01:43:20 0 0.0125 0.28832379478522974 _ _ _ _ _ _ _ _ _ _ 0.9283 0.9283 0.9283 0.9283
142 01:46:48 1 0.0125 0.28975775159598055 _ _ _ _ _ _ _ _ _ _ 0.9282 0.9282 0.9282 0.9282
143 01:50:16 2 0.0125 0.2880531497794666 _ _ _ _ _ _ _ _ _ _ 0.928 0.928 0.928 0.928
144 01:53:49 3 0.0125 0.287825567466029 _ _ _ _ _ _ _ _ _ _ 0.9285 0.9285 0.9285 0.9285
145 01:57:18 0 0.0063 0.28631645248738896 _ _ _ _ _ _ _ _ _ _ 0.9286 0.9286 0.9286 0.9286
146 02:01:13 0 0.0063 0.28486480532279373 _ _ _ _ _ _ _ _ _ _ 0.9286 0.9286 0.9286 0.9286
147 02:04:41 0 0.0063 0.2841264129166399 _ _ _ _ _ _ _ _ _ _ 0.9287 0.9287 0.9287 0.9287
148 02:08:10 0 0.0063 0.28465119782251286 _ _ _ _ _ _ _ _ _ _ 0.9288 0.9288 0.9288 0.9288
149 02:11:38 1 0.0063 0.28372669010548646 _ _ _ _ _ _ _ _ _ _ 0.9288 0.9288 0.9288 0.9288