initial model commit
Browse files- loss.tsv +151 -0
- pytorch_model.bin +3 -0
- training.log +0 -0
loss.tsv
ADDED
@@ -0,0 +1,151 @@
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1 |
+
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
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2 |
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0 13:28:54 0 0.1000 2.781895676299341 _ _ _ _ _ _ _ _ _ _ 0.8254 0.8002 0.8126 0.8126
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3 |
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1 13:36:23 0 0.1000 1.336346661188649 _ _ _ _ _ _ _ _ _ _ 0.8524 0.8143 0.8329 0.8329
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4 |
+
2 13:44:03 0 0.1000 1.1268837194775663 _ _ _ _ _ _ _ _ _ _ 0.865 0.836 0.8503 0.8503
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5 |
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3 13:51:37 0 0.1000 0.9970531433275776 _ _ _ _ _ _ _ _ _ _ 0.8712 0.8523 0.8616 0.8616
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6 |
+
4 13:59:12 0 0.1000 0.9069530933059744 _ _ _ _ _ _ _ _ _ _ 0.8675 0.8544 0.8609 0.8609
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7 |
+
5 14:06:46 0 0.1000 0.8503275036273957 _ _ _ _ _ _ _ _ _ _ 0.8736 0.8587 0.8661 0.8661
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8 |
+
6 14:14:19 0 0.1000 0.8034609721088734 _ _ _ _ _ _ _ _ _ _ 0.8895 0.8624 0.8757 0.8757
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9 |
+
7 14:21:54 0 0.1000 0.7569903703235272 _ _ _ _ _ _ _ _ _ _ 0.8799 0.8705 0.8752 0.8752
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10 |
+
8 14:29:34 0 0.1000 0.7275279721652849 _ _ _ _ _ _ _ _ _ _ 0.8746 0.8728 0.8737 0.8737
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11 |
+
9 14:37:07 0 0.1000 0.7045111798715452 _ _ _ _ _ _ _ _ _ _ 0.8814 0.8749 0.8782 0.8781
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12 |
+
10 14:44:38 0 0.1000 0.6670692003283791 _ _ _ _ _ _ _ _ _ _ 0.8882 0.8707 0.8794 0.8794
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13 |
+
11 14:52:13 0 0.1000 0.6516866546340371 _ _ _ _ _ _ _ _ _ _ 0.8735 0.8809 0.8772 0.8772
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14 |
+
12 14:59:46 0 0.1000 0.626745905348102 _ _ _ _ _ _ _ _ _ _ 0.8819 0.8728 0.8773 0.8773
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15 |
+
13 15:07:24 0 0.1000 0.6131188466544579 _ _ _ _ _ _ _ _ _ _ 0.8774 0.8766 0.877 0.877
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16 |
+
14 15:15:01 0 0.1000 0.5959438247653488 _ _ _ _ _ _ _ _ _ _ 0.877 0.8807 0.8789 0.8788
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17 |
+
15 15:22:32 0 0.1000 0.5751573144931894 _ _ _ _ _ _ _ _ _ _ 0.8775 0.8761 0.8768 0.8768
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18 |
+
16 15:30:04 0 0.1000 0.5657415806572463 _ _ _ _ _ _ _ _ _ _ 0.885 0.8759 0.8804 0.8804
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19 |
+
17 15:37:37 0 0.1000 0.5573997112027467 _ _ _ _ _ _ _ _ _ _ 0.8835 0.8835 0.8835 0.8835
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20 |
+
18 15:45:07 0 0.1000 0.5371877329371977 _ _ _ _ _ _ _ _ _ _ 0.8831 0.8827 0.8829 0.8829
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21 |
+
19 15:52:37 0 0.1000 0.5283814917906894 _ _ _ _ _ _ _ _ _ _ 0.8853 0.8836 0.8845 0.8844
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22 |
+
20 16:00:06 0 0.1000 0.5185917303453269 _ _ _ _ _ _ _ _ _ _ 0.8778 0.8858 0.8818 0.8818
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23 |
+
21 16:07:41 0 0.1000 0.5139107494298385 _ _ _ _ _ _ _ _ _ _ 0.8845 0.8862 0.8853 0.8853
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24 |
+
22 16:15:17 0 0.1000 0.5057815656614428 _ _ _ _ _ _ _ _ _ _ 0.8889 0.8832 0.886 0.886
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25 |
+
23 16:22:54 0 0.1000 0.494305522627005 _ _ _ _ _ _ _ _ _ _ 0.8739 0.884 0.8789 0.8789
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26 |
+
24 16:30:25 0 0.1000 0.49091370973698006 _ _ _ _ _ _ _ _ _ _ 0.8908 0.8842 0.8875 0.8875
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27 |
+
25 16:38:02 0 0.1000 0.47488365491155793 _ _ _ _ _ _ _ _ _ _ 0.8828 0.8795 0.8811 0.8811
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28 |
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26 16:45:34 0 0.1000 0.4659124489060058 _ _ _ _ _ _ _ _ _ _ 0.8909 0.8889 0.8899 0.8899
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29 |
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27 16:53:05 0 0.1000 0.4592898789771726 _ _ _ _ _ _ _ _ _ _ 0.8875 0.8851 0.8863 0.8863
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30 |
+
28 17:00:37 0 0.1000 0.4556091137078825 _ _ _ _ _ _ _ _ _ _ 0.8929 0.8862 0.8895 0.8895
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31 |
+
29 17:08:13 0 0.1000 0.44682482425988945 _ _ _ _ _ _ _ _ _ _ 0.8864 0.8879 0.8872 0.8871
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32 |
+
30 17:15:45 0 0.1000 0.44541751297203613 _ _ _ _ _ _ _ _ _ _ 0.8903 0.8856 0.888 0.8879
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33 |
+
31 17:23:22 0 0.1000 0.4393419712501175 _ _ _ _ _ _ _ _ _ _ 0.8877 0.8872 0.8874 0.8874
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34 |
+
32 17:30:55 0 0.1000 0.429939754209486 _ _ _ _ _ _ _ _ _ _ 0.8901 0.8817 0.8858 0.8859
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35 |
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33 17:38:28 0 0.1000 0.4255978180187705 _ _ _ _ _ _ _ _ _ _ 0.8889 0.8891 0.889 0.889
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36 |
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34 17:46:02 0 0.1000 0.41191563610414195 _ _ _ _ _ _ _ _ _ _ 0.8833 0.8879 0.8856 0.8856
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37 |
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35 17:53:31 0 0.1000 0.41636720099623165 _ _ _ _ _ _ _ _ _ _ 0.8922 0.8878 0.89 0.89
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38 |
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36 18:01:03 1 0.1000 0.4096139978647213 _ _ _ _ _ _ _ _ _ _ 0.8908 0.8867 0.8888 0.8887
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39 |
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37 18:08:32 0 0.1000 0.41595743821445386 _ _ _ _ _ _ _ _ _ _ 0.8912 0.888 0.8896 0.8896
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40 |
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38 18:16:03 1 0.1000 0.4181235946782702 _ _ _ _ _ _ _ _ _ _ 0.8859 0.8859 0.8859 0.8859
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41 |
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39 18:23:36 2 0.1000 0.40349203295599373 _ _ _ _ _ _ _ _ _ _ 0.8917 0.887 0.8894 0.8893
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42 |
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40 18:31:03 0 0.1000 0.40111771495761417 _ _ _ _ _ _ _ _ _ _ 0.888 0.8899 0.889 0.8889
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43 |
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41 18:38:29 0 0.1000 0.4027462771091176 _ _ _ _ _ _ _ _ _ _ 0.8911 0.8851 0.888 0.8881
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44 |
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42 18:45:57 1 0.1000 0.4006146683787673 _ _ _ _ _ _ _ _ _ _ 0.8888 0.8889 0.8888 0.8888
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45 |
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43 18:53:26 0 0.1000 0.38429735628054223 _ _ _ _ _ _ _ _ _ _ 0.885 0.8861 0.8855 0.8855
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46 |
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44 19:00:57 0 0.1000 0.38801894156598593 _ _ _ _ _ _ _ _ _ _ 0.8856 0.887 0.8863 0.8863
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47 |
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45 19:08:32 1 0.1000 0.3829597976139225 _ _ _ _ _ _ _ _ _ _ 0.8888 0.8853 0.8871 0.887
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48 |
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46 19:16:04 0 0.1000 0.37667798277299985 _ _ _ _ _ _ _ _ _ _ 0.8927 0.8864 0.8895 0.8895
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49 |
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47 19:23:30 0 0.1000 0.37961395366792205 _ _ _ _ _ _ _ _ _ _ 0.8838 0.8887 0.8862 0.8862
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50 |
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48 19:30:57 1 0.1000 0.3717121830558792 _ _ _ _ _ _ _ _ _ _ 0.8821 0.8907 0.8864 0.8864
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51 |
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49 19:38:31 0 0.1000 0.37523806581094826 _ _ _ _ _ _ _ _ _ _ 0.8876 0.8852 0.8864 0.8864
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52 |
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50 19:45:56 1 0.1000 0.3679688599673377 _ _ _ _ _ _ _ _ _ _ 0.8833 0.8861 0.8847 0.8847
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53 |
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51 19:53:26 0 0.1000 0.3790153295742987 _ _ _ _ _ _ _ _ _ _ 0.8903 0.8869 0.8886 0.8886
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54 |
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52 20:00:53 1 0.1000 0.3649456074408999 _ _ _ _ _ _ _ _ _ _ 0.89 0.8862 0.8881 0.8881
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55 |
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53 20:08:19 0 0.1000 0.36668763406427873 _ _ _ _ _ _ _ _ _ _ 0.8898 0.8881 0.8889 0.8889
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56 |
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54 20:15:49 1 0.1000 0.366658409227057 _ _ _ _ _ _ _ _ _ _ 0.8871 0.8855 0.8863 0.8863
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57 |
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55 20:23:19 2 0.1000 0.3574112241118875 _ _ _ _ _ _ _ _ _ _ 0.886 0.887 0.8865 0.8865
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58 |
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56 20:30:44 0 0.1000 0.3559503944980969 _ _ _ _ _ _ _ _ _ _ 0.8886 0.8885 0.8886 0.8885
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59 |
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57 20:38:10 0 0.1000 0.35498020913740014 _ _ _ _ _ _ _ _ _ _ 0.8858 0.8893 0.8875 0.8875
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60 |
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58 20:45:35 0 0.1000 0.3598586358981018 _ _ _ _ _ _ _ _ _ _ 0.8865 0.8889 0.8877 0.8877
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61 |
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59 20:53:02 1 0.1000 0.34988112320179404 _ _ _ _ _ _ _ _ _ _ 0.8887 0.8867 0.8877 0.8877
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62 |
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60 21:00:30 0 0.1000 0.3504181859990173 _ _ _ _ _ _ _ _ _ _ 0.8862 0.8861 0.8861 0.8861
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63 |
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61 21:08:01 1 0.1000 0.3464820866572322 _ _ _ _ _ _ _ _ _ _ 0.8832 0.886 0.8846 0.8846
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64 |
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62 21:15:33 0 0.1000 0.3429013485222675 _ _ _ _ _ _ _ _ _ _ 0.8878 0.8858 0.8868 0.8868
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65 |
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63 21:22:59 0 0.1000 0.34770025524156617 _ _ _ _ _ _ _ _ _ _ 0.8876 0.8889 0.8883 0.8882
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66 |
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64 21:30:26 1 0.1000 0.33813922812326647 _ _ _ _ _ _ _ _ _ _ 0.8841 0.889 0.8866 0.8865
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67 |
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65 21:37:52 0 0.1000 0.33992347832785963 _ _ _ _ _ _ _ _ _ _ 0.8897 0.8823 0.886 0.886
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68 |
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66 21:45:27 1 0.1000 0.34112859817446906 _ _ _ _ _ _ _ _ _ _ 0.884 0.8872 0.8856 0.8856
|
69 |
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67 21:52:58 2 0.1000 0.33781174943800596 _ _ _ _ _ _ _ _ _ _ 0.8882 0.8884 0.8883 0.8883
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70 |
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68 22:00:26 0 0.1000 0.3279434782813453 _ _ _ _ _ _ _ _ _ _ 0.8864 0.8886 0.8875 0.8875
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71 |
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69 22:07:59 0 0.1000 0.33584794699980586 _ _ _ _ _ _ _ _ _ _ 0.8889 0.8843 0.8866 0.8866
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72 |
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70 22:15:32 1 0.1000 0.32843730049009495 _ _ _ _ _ _ _ _ _ _ 0.8885 0.8919 0.8902 0.8902
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73 |
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71 22:23:04 2 0.1000 0.33133263272777885 _ _ _ _ _ _ _ _ _ _ 0.892 0.8899 0.8909 0.8909
|
74 |
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72 22:30:36 0 0.0500 0.3048848519423017 _ _ _ _ _ _ _ _ _ _ 0.8935 0.8917 0.8926 0.8926
|
75 |
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73 22:38:05 0 0.0500 0.2996317692024921 _ _ _ _ _ _ _ _ _ _ 0.8903 0.8908 0.8905 0.8905
|
76 |
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74 22:45:30 0 0.0500 0.28141800484785245 _ _ _ _ _ _ _ _ _ _ 0.891 0.8892 0.8901 0.8901
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77 |
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75 22:52:58 0 0.0500 0.2738827365826024 _ _ _ _ _ _ _ _ _ _ 0.8898 0.8915 0.8907 0.8906
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78 |
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76 23:00:24 0 0.0500 0.2783860116015135 _ _ _ _ _ _ _ _ _ _ 0.8914 0.8901 0.8907 0.8907
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79 |
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77 23:07:55 1 0.0500 0.26891408453906396 _ _ _ _ _ _ _ _ _ _ 0.8931 0.8925 0.8928 0.8928
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80 |
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78 23:15:28 0 0.0500 0.2605599484835839 _ _ _ _ _ _ _ _ _ _ 0.8893 0.889 0.8891 0.8891
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81 |
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82 |
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80 23:30:27 0 0.0500 0.2634750701616224 _ _ _ _ _ _ _ _ _ _ 0.892 0.8914 0.8917 0.8917
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83 |
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81 23:37:54 1 0.0500 0.25823549499970705 _ _ _ _ _ _ _ _ _ _ 0.8915 0.8927 0.8921 0.8921
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84 |
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82 23:45:24 2 0.0500 0.2512194767857375 _ _ _ _ _ _ _ _ _ _ 0.8896 0.8901 0.8898 0.8898
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85 |
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83 23:52:56 0 0.0500 0.24959304985161737 _ _ _ _ _ _ _ _ _ _ 0.8896 0.8914 0.8905 0.8905
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86 |
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84 00:00:26 0 0.0500 0.25218053501593873 _ _ _ _ _ _ _ _ _ _ 0.892 0.891 0.8915 0.8915
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87 |
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85 00:07:54 1 0.0500 0.25119585460583427 _ _ _ _ _ _ _ _ _ _ 0.8919 0.8917 0.8918 0.8918
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88 |
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86 00:15:20 2 0.0500 0.24562229873505037 _ _ _ _ _ _ _ _ _ _ 0.8915 0.891 0.8913 0.8912
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89 |
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87 00:22:50 0 0.0500 0.24620176865785975 _ _ _ _ _ _ _ _ _ _ 0.8912 0.8892 0.8902 0.8902
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90 |
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88 00:30:20 1 0.0500 0.23793226321481672 _ _ _ _ _ _ _ _ _ _ 0.8923 0.8902 0.8912 0.8912
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91 |
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89 00:37:51 0 0.0500 0.23896987245889284 _ _ _ _ _ _ _ _ _ _ 0.8912 0.8886 0.8899 0.8899
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92 |
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90 00:45:19 1 0.0500 0.2370719792506365 _ _ _ _ _ _ _ _ _ _ 0.8907 0.8926 0.8917 0.8916
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93 |
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91 00:52:45 0 0.0500 0.2433447100587179 _ _ _ _ _ _ _ _ _ _ 0.8904 0.8897 0.89 0.89
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94 |
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92 01:00:21 1 0.0500 0.23894910247707313 _ _ _ _ _ _ _ _ _ _ 0.8893 0.892 0.8906 0.8906
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95 |
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93 01:07:49 2 0.0500 0.23725649518052483 _ _ _ _ _ _ _ _ _ _ 0.8896 0.8922 0.8909 0.8909
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96 |
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94 01:15:21 0 0.0250 0.22585959694574823 _ _ _ _ _ _ _ _ _ _ 0.894 0.8899 0.8919 0.8919
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97 |
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95 01:22:49 0 0.0250 0.21813914349514524 _ _ _ _ _ _ _ _ _ _ 0.8939 0.8903 0.8921 0.8921
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98 |
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96 01:30:17 0 0.0250 0.2171072737051285 _ _ _ _ _ _ _ _ _ _ 0.8953 0.8923 0.8938 0.8938
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99 |
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97 01:37:49 0 0.0250 0.2112439323017039 _ _ _ _ _ _ _ _ _ _ 0.8939 0.892 0.8929 0.8929
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100 |
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98 01:45:21 0 0.0250 0.2124372683784547 _ _ _ _ _ _ _ _ _ _ 0.8926 0.8918 0.8922 0.8922
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101 |
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99 01:52:48 1 0.0250 0.2111563667608989 _ _ _ _ _ _ _ _ _ _ 0.891 0.8909 0.8909 0.8909
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102 |
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100 02:00:23 0 0.0250 0.20426049158124546 _ _ _ _ _ _ _ _ _ _ 0.8943 0.8907 0.8925 0.8925
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103 |
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101 02:07:51 0 0.0250 0.21025014244103143 _ _ _ _ _ _ _ _ _ _ 0.8908 0.8906 0.8907 0.8907
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104 |
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102 02:15:18 1 0.0250 0.20857326110789115 _ _ _ _ _ _ _ _ _ _ 0.8923 0.8932 0.8928 0.8927
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105 |
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103 02:22:53 2 0.0250 0.20397389265549756 _ _ _ _ _ _ _ _ _ _ 0.8948 0.892 0.8934 0.8934
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106 |
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104 02:30:22 0 0.0250 0.20469533482743849 _ _ _ _ _ _ _ _ _ _ 0.8931 0.8913 0.8922 0.8922
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107 |
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105 02:37:48 1 0.0250 0.20229833166266925 _ _ _ _ _ _ _ _ _ _ 0.8926 0.8893 0.891 0.8909
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108 |
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106 02:45:19 0 0.0250 0.20156012243474547 _ _ _ _ _ _ _ _ _ _ 0.8921 0.8918 0.892 0.8919
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109 |
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107 02:52:47 0 0.0250 0.1951490189941764 _ _ _ _ _ _ _ _ _ _ 0.8919 0.8901 0.891 0.891
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110 |
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108 03:00:17 0 0.0250 0.1987302185284462 _ _ _ _ _ _ _ _ _ _ 0.892 0.8912 0.8916 0.8916
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111 |
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123 |
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125 |
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123 04:52:45 1 0.0063 0.17722294492713253 _ _ _ _ _ _ _ _ _ _ 0.8938 0.8914 0.8926 0.8926
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pytorch_model.bin
ADDED
@@ -0,0 +1,3 @@
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1 |
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version https://git-lfs.github.com/spec/v1
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oid sha256:a7351a74b3228caee7ce8cc61748d87c4c5b295013543049b701705b26fbc517
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3 |
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size 1764644635
|
training.log
ADDED
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