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EPOCH TIMESTAMP BAD_EPOCHS LEARNING_RATE TRAIN_LOSS TEST_LOSS TEST_PRECISION TEST_RECALL TEST_F1
0 14:36:34 0 0.1000 4.008367513935521 1.2577271461486816 0.9789 0.9789 0.9789
1 14:44:29 0 0.1000 2.163354017959451 1.0980191230773926 0.9811 0.9811 0.9811
2 14:53:01 0 0.1000 1.9004344679949419 1.0910283327102661 0.9812 0.9812 0.9812
3 15:01:14 0 0.1000 1.751520331726884 1.0109158754348755 0.983 0.983 0.983
4 15:10:10 0 0.1000 1.6782221034112967 0.9781177639961243 0.9827 0.9827 0.9827
5 15:18:30 0 0.1000 1.5933319744523966 0.9855104088783264 0.9832 0.9832 0.9832
6 15:26:42 0 0.1000 1.5720505905488753 0.9396699070930481 0.9839 0.9839 0.9839
7 15:34:34 0 0.1000 1.4993335689463705 0.9325671195983887 0.9843 0.9843 0.9843
8 15:42:32 0 0.1000 1.4683161432225749 0.9401538968086243 0.9838 0.9838 0.9838
9 15:50:56 0 0.1000 1.4346334695366194 0.9269382357597351 0.9841 0.9841 0.9841
10 15:59:54 0 0.1000 1.4206131338061028 0.9161098003387451 0.984 0.984 0.984
11 16:07:57 0 0.1000 1.4055630077730934 0.897429347038269 0.9846 0.9846 0.9846
12 16:16:06 0 0.1000 1.373073951512013 0.9149079322814941 0.9845 0.9845 0.9845
13 16:24:46 0 0.1000 1.3466703206075812 0.8978148698806763 0.9848 0.9848 0.9848
14 16:33:08 0 0.1000 1.3374556048298782 0.8893901109695435 0.9845 0.9845 0.9845
15 16:41:06 0 0.1000 1.3307637055864874 0.9063434600830078 0.9847 0.9847 0.9847
16 16:49:37 0 0.1000 1.3076906337490621 0.8879907131195068 0.9844 0.9844 0.9844
17 16:58:02 0 0.1000 1.2761721186817816 0.8983049392700195 0.9845 0.9845 0.9845
18 17:05:53 0 0.1000 1.271227304136978 0.8802424073219299 0.9851 0.9851 0.9851
19 17:14:16 0 0.1000 1.2710339361316754 0.8875988125801086 0.9848 0.9848 0.9848
20 17:22:23 0 0.1000 1.2573032806729372 0.868634045124054 0.9851 0.9851 0.9851
21 17:30:41 0 0.1000 1.245996435796315 0.8761005401611328 0.985 0.985 0.985
22 17:38:59 0 0.1000 1.222834424320257 0.9007474780082703 0.9848 0.9848 0.9848
23 17:47:06 0 0.1000 1.2212693688667045 0.8793701529502869 0.9846 0.9846 0.9846
24 17:55:32 0 0.1000 1.2166621732037022 0.8733012676239014 0.9852 0.9852 0.9852
25 18:03:46 0 0.1000 1.2115359597610977 0.8737635612487793 0.9849 0.9849 0.9849
26 18:11:54 0 0.1000 1.1791622321898083 0.8651444315910339 0.9853 0.9853 0.9853
27 18:20:28 1 0.1000 1.189784155330568 0.8619667887687683 0.9852 0.9852 0.9852
28 18:28:24 2 0.1000 1.1796241974605703 0.8816197514533997 0.985 0.985 0.985
29 18:37:07 3 0.1000 1.1875165427687033 0.874102771282196 0.9855 0.9855 0.9855
30 18:45:33 0 0.1000 1.1682702933842282 0.8671573996543884 0.9854 0.9854 0.9854
31 18:53:49 0 0.1000 1.1570520079360818 0.8725769519805908 0.9852 0.9852 0.9852
32 19:02:17 1 0.1000 1.1585131167240863 0.8707659244537354 0.9853 0.9853 0.9853
33 19:10:39 0 0.1000 1.1393565388445583 0.8681735992431641 0.9853 0.9853 0.9853
34 19:19:04 1 0.1000 1.1428494264494697 0.8624382615089417 0.9854 0.9854 0.9854
35 19:27:45 2 0.1000 1.1424201743557767 0.8647207021713257 0.9854 0.9854 0.9854
36 19:36:05 0 0.1000 1.1202877420299457 0.8638347387313843 0.9854 0.9854 0.9854
37 19:44:21 1 0.1000 1.1311183402673253 0.8702887892723083 0.9851 0.9851 0.9851
38 19:52:55 2 0.1000 1.12726934715262 0.8800793290138245 0.9852 0.9852 0.9852
39 20:00:54 3 0.1000 1.1242271356650118 0.8791370391845703 0.9854 0.9854 0.9854
40 20:09:18 0 0.1000 1.0961355772220864 0.8757585287094116 0.9854 0.9854 0.9854
41 20:17:09 1 0.1000 1.1003335604127849 0.8738007545471191 0.9851 0.9851 0.9851
42 20:25:02 0 0.1000 1.0918549644384743 0.8711261749267578 0.9857 0.9857 0.9857
43 20:32:56 1 0.1000 1.095643256216679 0.8664193153381348 0.9854 0.9854 0.9854
44 20:41:10 2 0.1000 1.0931422947487741 0.8765290379524231 0.9853 0.9853 0.9853
45 20:49:32 3 0.1000 1.095532551767691 0.8595676422119141 0.9857 0.9857 0.9857
46 20:57:48 0 0.1000 1.0823876487983848 0.8736404776573181 0.9855 0.9855 0.9855
47 21:06:08 0 0.1000 1.0658918488925357 0.8816397786140442 0.9856 0.9856 0.9856
48 21:15:03 1 0.1000 1.066866978406906 0.8638147115707397 0.9854 0.9854 0.9854
49 21:22:56 2 0.1000 1.0886192945714266 0.8806375861167908 0.9853 0.9853 0.9853
50 21:31:47 0 0.1000 1.0568831916237778 0.8815222978591919 0.9853 0.9853 0.9853
51 21:40:17 1 0.1000 1.059176179834132 0.8800312876701355 0.9854 0.9854 0.9854
52 21:48:19 0 0.1000 1.0550847964691665 0.8634426593780518 0.9857 0.9857 0.9857
53 21:56:32 0 0.1000 1.0347917758518794 0.8902379274368286 0.9858 0.9858 0.9858
54 22:04:53 1 0.1000 1.0553579241712139 0.8602169156074524 0.9855 0.9855 0.9855
55 22:12:49 2 0.1000 1.0556637697849633 0.8598523139953613 0.9858 0.9858 0.9858
56 22:21:14 3 0.1000 1.0436716236933223 0.8705869317054749 0.9856 0.9856 0.9856
57 22:29:57 0 0.1000 1.0228789444914403 0.870323896408081 0.9858 0.9858 0.9858
58 22:38:26 1 0.1000 1.0271192405808647 0.888481855392456 0.9854 0.9854 0.9854
59 22:47:07 2 0.1000 1.0378682003043733 0.8799546360969543 0.9855 0.9855 0.9855
60 22:54:55 0 0.1000 1.0227146919268482 0.8756501078605652 0.9858 0.9858 0.9858
61 23:03:59 0 0.1000 1.0122003238830926 0.8810533285140991 0.9855 0.9855 0.9855
62 23:12:52 1 0.1000 1.0485500928815805 0.8817822933197021 0.9854 0.9854 0.9854
63 23:21:33 2 0.1000 1.0170415557667893 0.8638274669647217 0.9855 0.9855 0.9855
64 23:29:55 3 0.1000 1.014521924718371 0.8873447775840759 0.9854 0.9854 0.9854
65 23:37:57 4 0.1000 1.014803165444788 0.8913549184799194 0.9855 0.9855 0.9855
66 23:46:39 0 0.0500 0.9479580966650315 0.8857957124710083 0.9859 0.9859 0.9859
67 23:55:04 0 0.0500 0.9425211805217671 0.8628813028335571 0.9857 0.9857 0.9857
68 00:03:54 0 0.0500 0.9135979884862899 0.8728424906730652 0.9858 0.9858 0.9858
69 00:12:33 1 0.0500 0.9247301808674381 0.872383177280426 0.9858 0.9858 0.9858
70 00:21:15 0 0.0500 0.9128732096361664 0.8710495233535767 0.9859 0.9859 0.9859
71 00:29:40 0 0.0500 0.9042936521093801 0.8692572116851807 0.9857 0.9857 0.9857
72 00:37:44 0 0.0500 0.9033016588159327 0.878852903842926 0.986 0.986 0.986
73 00:45:57 0 0.0500 0.8773919828714065 0.865746259689331 0.9857 0.9857 0.9857
74 00:54:34 0 0.0500 0.8679883146735857 0.8742089867591858 0.9859 0.9859 0.9859
75 01:03:03 1 0.0500 0.891358519876903 0.87213134765625 0.9858 0.9858 0.9858
76 01:11:20 2 0.0500 0.872176597422024 0.8654622435569763 0.9859 0.9859 0.9859
77 01:19:45 3 0.0500 0.872468108962167 0.8700181245803833 0.9859 0.9859 0.9859
78 01:28:01 4 0.0500 0.8821615111827851 0.8670461773872375 0.986 0.986 0.986
79 01:36:12 0 0.0250 0.8530965350202795 0.8679666519165039 0.9859 0.9859 0.9859
80 01:44:54 0 0.0250 0.8332193144424906 0.8621937036514282 0.9859 0.9859 0.9859
81 01:53:07 0 0.0250 0.8315853100621475 0.8638757467269897 0.986 0.986 0.986
82 02:01:49 0 0.0250 0.8290982493477047 0.8625437617301941 0.986 0.986 0.986
83 02:10:17 1 0.0250 0.8297435836353392 0.8690134882926941 0.986 0.986 0.986
84 02:18:32 0 0.0250 0.8172947089289719 0.8628909587860107 0.986 0.986 0.986
85 02:26:43 0 0.0250 0.812517744538919 0.8665143251419067 0.986 0.986 0.986
86 02:35:36 0 0.0250 0.8107178360504924 0.8698837161064148 0.986 0.986 0.986
87 02:44:17 0 0.0250 0.8075715616851483 0.8780113458633423 0.986 0.986 0.986
88 02:53:06 0 0.0250 0.8073269930144525 0.8748922944068909 0.9861 0.9861 0.9861
89 03:02:06 0 0.0250 0.7929732948091794 0.8709448575973511 0.9861 0.9861 0.9861
90 03:10:44 1 0.0250 0.8116432329393782 0.8663097620010376 0.986 0.986 0.986
91 03:19:48 2 0.0250 0.805180228661816 0.8722399473190308 0.9859 0.9859 0.9859
92 03:27:59 3 0.0250 0.7929308533949672 0.8725450038909912 0.9861 0.9861 0.9861
93 03:36:29 4 0.0250 0.8075241990584248 0.8720933198928833 0.9861 0.9861 0.9861
94 03:44:53 0 0.0125 0.7846327245966443 0.8689613938331604 0.986 0.986 0.986
95 03:53:13 1 0.0125 0.7975563114937746 0.864532470703125 0.9861 0.9861 0.9861
96 04:01:28 0 0.0125 0.7842649862788759 0.8675511479377747 0.986 0.986 0.986
97 04:10:05 0 0.0125 0.7774382631171425 0.8691446185112 0.986 0.986 0.986
98 04:18:02 1 0.0125 0.7893856516874062 0.8716655373573303 0.9859 0.9859 0.9859
99 04:26:19 2 0.0125 0.7788836819776949 0.8742871880531311 0.9862 0.9862 0.9862
100 04:34:37 0 0.0125 0.7732159744905975 0.8769155740737915 0.9859 0.9859 0.9859
101 04:43:07 1 0.0125 0.7743589581633514 0.8772578835487366 0.986 0.986 0.986
102 04:51:52 0 0.0125 0.7597070909783525 0.8754911422729492 0.986 0.986 0.986
103 05:00:07 1 0.0125 0.7657219985127449 0.8714533448219299 0.9862 0.9862 0.9862
104 05:08:09 2 0.0125 0.7751772561613118 0.8732997179031372 0.986 0.986 0.986
105 05:15:57 3 0.0125 0.7704332929456009 0.8731410503387451 0.986 0.986 0.986
106 05:24:43 4 0.0125 0.7656213049731164 0.8733732104301453 0.9861 0.9861 0.9861
107 05:33:14 0 0.0063 0.7456300285346104 0.8719821572303772 0.986 0.986 0.986
108 05:41:43 1 0.0063 0.767869704764969 0.8725889921188354 0.9861 0.9861 0.9861
109 05:50:10 2 0.0063 0.7621631826207322 0.874808669090271 0.9861 0.9861 0.9861
110 05:59:14 3 0.0063 0.7490265315433718 0.8728870749473572 0.986 0.986 0.986
111 06:07:41 4 0.0063 0.7540235197431636 0.8721423149108887 0.9861 0.9861 0.9861
112 06:15:40 0 0.0031 0.7366209726176172 0.8710729479789734 0.9861 0.9861 0.9861
113 06:24:11 1 0.0031 0.7613341029747477 0.8746064305305481 0.986 0.986 0.986
114 06:31:59 2 0.0031 0.759065353459907 0.8729156255722046 0.9859 0.9859 0.9859
115 06:40:34 3 0.0031 0.7491356465332913 0.8742703199386597 0.986 0.986 0.986
116 06:49:10 4 0.0031 0.7422314731411214 0.8741567730903625 0.986 0.986 0.986
117 06:57:33 1 0.0016 0.7465769196400103 0.8745524883270264 0.986 0.986 0.986
118 07:05:30 0 0.0016 0.7297081322040198 0.8748660683631897 0.9861 0.9861 0.9861
119 07:13:44 1 0.0016 0.7487920585724542 0.8736621141433716 0.986 0.986 0.986
120 07:22:37 2 0.0016 0.7521174660549974 0.8738390803337097 0.986 0.986 0.986
121 07:31:14 3 0.0016 0.7467978782361409 0.8738065958023071 0.9861 0.9861 0.9861
122 07:39:58 4 0.0016 0.7361560741404317 0.8747486472129822 0.9861 0.9861 0.9861
123 07:48:40 1 0.0008 0.7401143690831257 0.8742570877075195 0.986 0.986 0.986
124 07:57:08 2 0.0008 0.7347634346192737 0.8744410872459412 0.986 0.986 0.986
125 08:05:23 3 0.0008 0.7467471407044609 0.8747740387916565 0.986 0.986 0.986
126 08:13:42 0 0.0008 0.726040545162165 0.8744993805885315 0.986 0.986 0.986
127 08:22:38 1 0.0008 0.7422327684737602 0.8742579221725464 0.9861 0.9861 0.9861
128 08:31:00 2 0.0008 0.753200509531318 0.8744280338287354 0.9861 0.9861 0.9861
129 08:38:48 3 0.0008 0.7488863416044217 0.8747811913490295 0.986 0.986 0.986
130 08:47:02 4 0.0008 0.7427260273020222 0.8745757937431335 0.986 0.986 0.986
131 08:55:32 1 0.0004 0.7283043986109068 0.8750640153884888 0.9861 0.9861 0.9861
132 09:04:08 2 0.0004 0.7460261738469016 0.874792218208313 0.986 0.986 0.986
133 09:12:12 3 0.0004 0.7422142098984629 0.8739121556282043 0.986 0.986 0.986
134 09:20:21 4 0.0004 0.7333195368017791 0.8739151954650879 0.986 0.986 0.986
135 09:28:48 1 0.0002 0.7446140764906721 0.8738541007041931 0.986 0.986 0.986
136 09:36:52 2 0.0002 0.7396735451300189 0.8738033175468445 0.986 0.986 0.986
137 09:45:28 0 0.0002 0.722099937464831 0.8742627501487732 0.986 0.986 0.986
138 09:53:49 1 0.0002 0.7288362916966654 0.8744918704032898 0.986 0.986 0.986
139 10:02:27 2 0.0002 0.7390751829687154 0.8747418522834778 0.986 0.986 0.986
140 10:10:36 3 0.0002 0.7397080369602959 0.8742198944091797 0.986 0.986 0.986
141 10:18:53 4 0.0002 0.7296309486368917 0.8745017051696777 0.986 0.986 0.986 |