Dmitry Chaplinsky commited on
Commit
e3ae526
1 Parent(s): d2d6310

Adding the best POS model

Browse files
Files changed (4) hide show
  1. loss.tsv +141 -0
  2. pytorch_model.bin +3 -0
  3. test.tsv +0 -0
  4. training.log +0 -0
loss.tsv ADDED
@@ -0,0 +1,141 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ EPOCH TIMESTAMP BAD_EPOCHS LEARNING_RATE TRAIN_LOSS TEST_LOSS TEST_PRECISION TEST_RECALL TEST_F1 TEST_ACCURACY
2
+ 1 20:38:14 0 0.1000 0.6449961303216726 0.17086097598075867 0.9512 0.9512 0.9512 0.9512
3
+ 2 20:39:21 0 0.1000 0.3261960878892296 0.13997453451156616 0.9582 0.9582 0.9582 0.9582
4
+ 3 20:40:27 0 0.1000 0.2802396752761074 0.12084240466356277 0.9638 0.9638 0.9638 0.9638
5
+ 4 20:41:35 0 0.1000 0.2566735290396523 0.10487399250268936 0.9673 0.9673 0.9673 0.9673
6
+ 5 20:42:42 0 0.1000 0.2380311974391224 0.10361631959676743 0.9666 0.9666 0.9666 0.9666
7
+ 6 20:43:48 0 0.1000 0.2247012053651167 0.10305152833461761 0.9663 0.9663 0.9663 0.9663
8
+ 7 20:44:55 0 0.1000 0.2184352498827846 0.09460901468992233 0.9693 0.9693 0.9693 0.9693
9
+ 8 20:46:01 0 0.1000 0.20892557309962193 0.09638751298189163 0.969 0.969 0.969 0.969
10
+ 9 20:47:08 0 0.1000 0.2015124404155007 0.09079930186271667 0.9707 0.9707 0.9707 0.9707
11
+ 10 20:48:15 0 0.1000 0.1945231553922809 0.09166789054870605 0.97 0.97 0.97 0.97
12
+ 11 20:49:21 0 0.1000 0.18807244493666647 0.08823293447494507 0.9713 0.9713 0.9713 0.9713
13
+ 12 20:50:28 0 0.1000 0.1863657316102048 0.09221376478672028 0.9697 0.9697 0.9697 0.9697
14
+ 13 20:51:35 0 0.1000 0.17890915945388783 0.08666753023862839 0.9711 0.9711 0.9711 0.9711
15
+ 14 20:52:42 0 0.1000 0.17509628292264529 0.08278612792491913 0.9732 0.9732 0.9732 0.9732
16
+ 15 20:53:51 0 0.1000 0.17322017123682723 0.08690010011196136 0.972 0.972 0.972 0.972
17
+ 16 20:54:57 0 0.1000 0.1674775662732198 0.08330953121185303 0.9734 0.9734 0.9734 0.9734
18
+ 17 20:56:04 1 0.1000 0.1677601402956805 0.08121314644813538 0.9744 0.9744 0.9744 0.9744
19
+ 18 20:57:11 0 0.1000 0.16225519189836865 0.07836408168077469 0.9745 0.9745 0.9745 0.9745
20
+ 19 20:58:18 0 0.1000 0.16171306016871576 0.08216149359941483 0.9747 0.9747 0.9747 0.9747
21
+ 20 20:59:24 0 0.1000 0.15996832858269827 0.08073458075523376 0.9737 0.9737 0.9737 0.9737
22
+ 21 21:00:31 0 0.1000 0.15750974469367707 0.08205189555883408 0.9743 0.9743 0.9743 0.9743
23
+ 22 21:01:38 0 0.1000 0.15149280450888605 0.07914499193429947 0.9744 0.9744 0.9744 0.9744
24
+ 23 21:02:44 1 0.1000 0.1554198276840468 0.07991506159305573 0.9745 0.9745 0.9745 0.9745
25
+ 24 21:03:50 0 0.1000 0.15059707877805728 0.07870050519704819 0.9741 0.9741 0.9741 0.9741
26
+ 25 21:04:58 0 0.1000 0.14814978966346154 0.07901712507009506 0.9746 0.9746 0.9746 0.9746
27
+ 26 21:06:05 0 0.1000 0.1474917844557484 0.07874496281147003 0.9749 0.9749 0.9749 0.9749
28
+ 27 21:07:11 0 0.1000 0.14549888877932246 0.07635033130645752 0.9757 0.9757 0.9757 0.9757
29
+ 28 21:08:18 0 0.1000 0.14141955301857584 0.07446986436843872 0.9765 0.9765 0.9765 0.9765
30
+ 29 21:09:25 1 0.1000 0.1419497201714694 0.07629775255918503 0.977 0.977 0.977 0.977
31
+ 30 21:10:32 0 0.1000 0.14051548731840915 0.08012723922729492 0.9751 0.9751 0.9751 0.9751
32
+ 31 21:11:38 0 0.1000 0.13523090040039296 0.07867585122585297 0.9759 0.9759 0.9759 0.9759
33
+ 32 21:12:45 1 0.1000 0.13800866370713266 0.07559281587600708 0.9764 0.9764 0.9764 0.9764
34
+ 33 21:13:51 0 0.1000 0.13452337284546917 0.07484747469425201 0.9777 0.9777 0.9777 0.9777
35
+ 34 21:14:58 1 0.1000 0.1347401725113122 0.07798200100660324 0.9772 0.9772 0.9772 0.9772
36
+ 35 21:16:07 0 0.1000 0.13444607346987378 0.07759656012058258 0.9763 0.9763 0.9763 0.9763
37
+ 36 21:17:13 0 0.1000 0.13279234662456835 0.07676690816879272 0.9773 0.9773 0.9773 0.9773
38
+ 37 21:18:20 0 0.1000 0.12890228584000654 0.07300665974617004 0.978 0.978 0.978 0.978
39
+ 38 21:19:26 0 0.1000 0.12855732252098714 0.07631804794073105 0.9765 0.9765 0.9765 0.9765
40
+ 39 21:20:34 1 0.1000 0.12965307029947606 0.07472442835569382 0.9769 0.9769 0.9769 0.9769
41
+ 40 21:21:48 0 0.1000 0.12602274164979757 0.0739121362566948 0.9773 0.9773 0.9773 0.9773
42
+ 41 21:22:56 0 0.1000 0.1253019389847285 0.0780162438750267 0.977 0.977 0.977 0.977
43
+ 42 21:24:02 0 0.1000 0.1220192924003483 0.07854187488555908 0.976 0.976 0.976 0.976
44
+ 43 21:25:09 1 0.1000 0.12398721584566266 0.0756213441491127 0.9772 0.9772 0.9772 0.9772
45
+ 44 21:26:16 0 0.1000 0.12201541894275422 0.07966844737529755 0.9765 0.9765 0.9765 0.9765
46
+ 45 21:27:23 0 0.1000 0.12094433523978923 0.07720887660980225 0.9767 0.9767 0.9767 0.9767
47
+ 46 21:28:31 1 0.1000 0.12328338266923672 0.07568249851465225 0.9774 0.9774 0.9774 0.9774
48
+ 47 21:29:37 0 0.1000 0.12029843066243451 0.07547062635421753 0.9775 0.9775 0.9775 0.9775
49
+ 48 21:30:44 1 0.1000 0.1203623072457728 0.07593300938606262 0.9779 0.9779 0.9779 0.9779
50
+ 49 21:31:50 0 0.1000 0.11797252926664087 0.07601259648799896 0.9772 0.9772 0.9772 0.9772
51
+ 50 21:32:58 1 0.1000 0.11941776152990295 0.07529637962579727 0.9777 0.9777 0.9777 0.9777
52
+ 51 21:34:05 0 0.1000 0.11728846339902357 0.0740566998720169 0.9782 0.9782 0.9782 0.9782
53
+ 52 21:35:11 0 0.1000 0.11465871594241188 0.07622171938419342 0.9777 0.9777 0.9777 0.9777
54
+ 53 21:36:17 0 0.1000 0.11415741424669565 0.07737206667661667 0.9773 0.9773 0.9773 0.9773
55
+ 54 21:37:23 0 0.1000 0.1124335046755924 0.07463442534208298 0.9784 0.9784 0.9784 0.9784
56
+ 55 21:38:29 0 0.1000 0.11199582024738033 0.07638020068407059 0.9794 0.9794 0.9794 0.9794
57
+ 56 21:39:38 1 0.1000 0.11360752513619314 0.07799383252859116 0.9774 0.9774 0.9774 0.9774
58
+ 57 21:40:44 0 0.1000 0.11008897672809002 0.07584260404109955 0.9782 0.9782 0.9782 0.9782
59
+ 58 21:41:51 0 0.1000 0.1088658804551679 0.07553786039352417 0.9777 0.9777 0.9777 0.9777
60
+ 59 21:42:57 1 0.1000 0.10917440699236425 0.07385119795799255 0.9784 0.9784 0.9784 0.9784
61
+ 60 21:44:04 2 0.1000 0.11076426074288521 0.07543539255857468 0.9787 0.9787 0.9787 0.9787
62
+ 61 21:45:10 3 0.1000 0.11215589486522089 0.07580757886171341 0.9781 0.9781 0.9781 0.9781
63
+ 62 21:46:17 4 0.1000 0.11016424809106334 0.07879139482975006 0.9781 0.9781 0.9781 0.9781
64
+ 63 21:47:23 0 0.0500 0.10233929162821505 0.07534310221672058 0.9785 0.9785 0.9785 0.9785
65
+ 64 21:48:30 0 0.0500 0.10003539486708145 0.07464543730020523 0.9787 0.9787 0.9787 0.9787
66
+ 65 21:49:35 0 0.0500 0.09772080685133365 0.0754692405462265 0.9788 0.9788 0.9788 0.9788
67
+ 66 21:50:44 1 0.0500 0.09854293339932127 0.07432317733764648 0.9786 0.9786 0.9786 0.9786
68
+ 67 21:51:50 0 0.0500 0.09472842306203857 0.07349660992622375 0.9798 0.9798 0.9798 0.9798
69
+ 68 21:52:56 1 0.0500 0.09537868484311741 0.07435259222984314 0.9791 0.9791 0.9791 0.9791
70
+ 69 21:54:02 0 0.0500 0.0936941017392534 0.0757945254445076 0.9784 0.9784 0.9784 0.9784
71
+ 70 21:55:08 0 0.0500 0.09369008757665516 0.0764009952545166 0.9789 0.9789 0.9789 0.9789
72
+ 71 21:56:13 1 0.0500 0.09420867273085853 0.07746423035860062 0.9776 0.9776 0.9776 0.9776
73
+ 72 21:57:18 0 0.0500 0.09315912270778756 0.07610904425382614 0.9783 0.9783 0.9783 0.9783
74
+ 73 21:58:25 0 0.0500 0.09267404627589902 0.07682343572378159 0.9791 0.9791 0.9791 0.9791
75
+ 74 21:59:30 0 0.0500 0.08870362316548583 0.07699835300445557 0.9795 0.9795 0.9795 0.9795
76
+ 75 22:00:35 1 0.0500 0.09046546378229936 0.07650885730981827 0.9794 0.9794 0.9794 0.9794
77
+ 76 22:01:43 2 0.0500 0.09195943230531078 0.07444333285093307 0.9793 0.9793 0.9793 0.9793
78
+ 77 22:02:48 3 0.0500 0.09150995772803049 0.07569604367017746 0.9792 0.9792 0.9792 0.9792
79
+ 78 22:03:54 0 0.0500 0.08753754149053346 0.07991818338632584 0.9787 0.9787 0.9787 0.9787
80
+ 79 22:04:59 0 0.0500 0.08746634708412718 0.07551249861717224 0.9797 0.9797 0.9797 0.9797
81
+ 80 22:06:05 1 0.0500 0.09101119104809181 0.07765697687864304 0.9791 0.9791 0.9791 0.9791
82
+ 81 22:07:10 0 0.0500 0.08580342789949988 0.07825277745723724 0.9793 0.9793 0.9793 0.9793
83
+ 82 22:08:15 1 0.0500 0.08987782851943915 0.077557772397995 0.9795 0.9795 0.9795 0.9795
84
+ 83 22:09:21 2 0.0500 0.08684150523190046 0.07837608456611633 0.9794 0.9794 0.9794 0.9794
85
+ 84 22:10:26 3 0.0500 0.08592106426009169 0.07908571511507034 0.9791 0.9791 0.9791 0.9791
86
+ 85 22:11:32 4 0.0500 0.08604141471555728 0.07693811506032944 0.9796 0.9796 0.9796 0.9796
87
+ 86 22:12:38 1 0.0250 0.08603784011074066 0.07507522404193878 0.9797 0.9797 0.9797 0.9797
88
+ 87 22:13:47 0 0.0250 0.08089984687574422 0.0789749026298523 0.9794 0.9794 0.9794 0.9794
89
+ 88 22:14:54 0 0.0250 0.08056497826863539 0.07823394984006882 0.9803 0.9803 0.9803 0.9803
90
+ 89 22:16:00 1 0.0250 0.08336974763336509 0.07800823450088501 0.9801 0.9801 0.9801 0.9801
91
+ 90 22:17:07 0 0.0250 0.07983527048850916 0.0782727301120758 0.9797 0.9797 0.9797 0.9797
92
+ 91 22:18:13 1 0.0250 0.0801840421454513 0.07592158764600754 0.9801 0.9801 0.9801 0.9801
93
+ 92 22:19:19 2 0.0250 0.08044162765688259 0.07693848758935928 0.9794 0.9794 0.9794 0.9794
94
+ 93 22:20:26 3 0.0250 0.0798923897430936 0.07909691333770752 0.9797 0.9797 0.9797 0.9797
95
+ 94 22:21:33 4 0.0250 0.07991041393784235 0.07736696302890778 0.98 0.98 0.98 0.98
96
+ 95 22:22:39 0 0.0125 0.07747115431129435 0.07741290330886841 0.9799 0.9799 0.9799 0.9799
97
+ 96 22:23:45 1 0.0125 0.078931037337759 0.07733169943094254 0.9796 0.9796 0.9796 0.9796
98
+ 97 22:24:54 2 0.0125 0.07826274787337759 0.07772345840930939 0.98 0.98 0.98 0.98
99
+ 98 22:25:59 3 0.0125 0.07895211983135866 0.07763128727674484 0.9803 0.9803 0.9803 0.9803
100
+ 99 22:27:06 0 0.0125 0.07661529809924982 0.07717061787843704 0.9801 0.9801 0.9801 0.9801
101
+ 100 22:28:11 0 0.0125 0.07593018566548583 0.07758809626102448 0.9803 0.9803 0.9803 0.9803
102
+ 101 22:29:17 1 0.0125 0.0764878565767147 0.07733462750911713 0.9801 0.9801 0.9801 0.9801
103
+ 102 22:30:23 0 0.0125 0.07511373848312099 0.07761669158935547 0.9801 0.9801 0.9801 0.9801
104
+ 103 22:31:29 1 0.0125 0.07525898558436532 0.07814455777406693 0.9797 0.9797 0.9797 0.9797
105
+ 104 22:32:36 2 0.0125 0.0753777778191236 0.07854548841714859 0.9799 0.9799 0.9799 0.9799
106
+ 105 22:33:43 0 0.0125 0.075113136126161 0.07858723402023315 0.9794 0.9794 0.9794 0.9794
107
+ 106 22:34:50 1 0.0125 0.07568376817769111 0.0764971524477005 0.9797 0.9797 0.9797 0.9797
108
+ 107 22:35:59 2 0.0125 0.07676423841614075 0.07759314030408859 0.9797 0.9797 0.9797 0.9797
109
+ 108 22:37:05 3 0.0125 0.07685278023785425 0.07701174914836884 0.9797 0.9797 0.9797 0.9797
110
+ 109 22:38:11 4 0.0125 0.07537169145555489 0.07831114530563354 0.9796 0.9796 0.9796 0.9796
111
+ 110 22:39:17 0 0.0063 0.07470389155155989 0.07766838371753693 0.9796 0.9796 0.9796 0.9796
112
+ 111 22:40:23 0 0.0063 0.07362677265048226 0.07827350497245789 0.9799 0.9799 0.9799 0.9799
113
+ 112 22:41:30 0 0.0063 0.07362337596191057 0.0784047469496727 0.9796 0.9796 0.9796 0.9796
114
+ 113 22:42:36 1 0.0063 0.07403333569004525 0.0782204121351242 0.9798 0.9798 0.9798 0.9798
115
+ 114 22:43:42 0 0.0063 0.07168816701149083 0.07809162139892578 0.9798 0.9798 0.9798 0.9798
116
+ 115 22:44:49 1 0.0063 0.07368583851809955 0.07869032025337219 0.9797 0.9797 0.9797 0.9797
117
+ 116 22:45:56 2 0.0063 0.07311312728849131 0.07787258923053741 0.9799 0.9799 0.9799 0.9799
118
+ 117 22:47:02 3 0.0063 0.07401856980456656 0.07921639084815979 0.9794 0.9794 0.9794 0.9794
119
+ 118 22:48:11 4 0.0063 0.07380300043537151 0.07913336902856827 0.9798 0.9798 0.9798 0.9798
120
+ 119 22:49:17 0 0.0031 0.07069252909919028 0.07869245857000351 0.9798 0.9798 0.9798 0.9798
121
+ 120 22:50:24 1 0.0031 0.07096696199988092 0.07862657308578491 0.9795 0.9795 0.9795 0.9795
122
+ 121 22:51:30 2 0.0031 0.07375965631698023 0.07829055935144424 0.9796 0.9796 0.9796 0.9796
123
+ 122 22:52:37 3 0.0031 0.07417976192248155 0.07821225374937057 0.9796 0.9796 0.9796 0.9796
124
+ 123 22:53:44 4 0.0031 0.07235346097099012 0.07795599102973938 0.9795 0.9795 0.9795 0.9795
125
+ 124 22:54:50 1 0.0016 0.0715809265412896 0.0781024768948555 0.9795 0.9795 0.9795 0.9795
126
+ 125 22:55:56 2 0.0016 0.07127552923687187 0.0782727301120758 0.9793 0.9793 0.9793 0.9793
127
+ 126 22:57:03 3 0.0016 0.0749522230925518 0.07818238437175751 0.9794 0.9794 0.9794 0.9794
128
+ 127 22:58:10 4 0.0016 0.07290507924133723 0.07828076183795929 0.9793 0.9793 0.9793 0.9793
129
+ 128 22:59:18 0 0.0008 0.0702968317419326 0.07819060236215591 0.9793 0.9793 0.9793 0.9793
130
+ 129 23:00:25 1 0.0008 0.07299202563110264 0.07834754884243011 0.9793 0.9793 0.9793 0.9793
131
+ 130 23:01:32 2 0.0008 0.07157718216018695 0.07843586802482605 0.9793 0.9793 0.9793 0.9793
132
+ 131 23:02:38 3 0.0008 0.07029809692411884 0.07843144983053207 0.9793 0.9793 0.9793 0.9793
133
+ 132 23:03:45 4 0.0008 0.07119304470744522 0.07832777500152588 0.9793 0.9793 0.9793 0.9793
134
+ 133 23:04:52 1 0.0004 0.07237827738003096 0.07831750810146332 0.9792 0.9792 0.9792 0.9792
135
+ 134 23:05:57 2 0.0004 0.07130587732942367 0.07832799106836319 0.9793 0.9793 0.9793 0.9793
136
+ 135 23:07:04 3 0.0004 0.07185237323990831 0.07829069346189499 0.9793 0.9793 0.9793 0.9793
137
+ 136 23:08:10 4 0.0004 0.0726232738635687 0.07828548550605774 0.9793 0.9793 0.9793 0.9793
138
+ 137 23:09:17 1 0.0002 0.07227937455346511 0.07833118736743927 0.9793 0.9793 0.9793 0.9793
139
+ 138 23:10:26 2 0.0002 0.07262994281562575 0.07832229882478714 0.9792 0.9792 0.9792 0.9792
140
+ 139 23:11:32 3 0.0002 0.0717465421454513 0.07830418646335602 0.9792 0.9792 0.9792 0.9792
141
+ 140 23:12:38 4 0.0002 0.0733443625900512 0.07832666486501694 0.9793 0.9793 0.9793 0.9793
pytorch_model.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:4b958743a01246fc3f7fe8b725277a49b0b312d06909ab34ed9255d1ba48962f
3
+ size 81348347
test.tsv ADDED
The diff for this file is too large to render. See raw diff
 
training.log ADDED
The diff for this file is too large to render. See raw diff