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logs.txt
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logs.txt
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# epoch train_loss dev_loss dev_score best_dev_score
1 0.782412 0.794320 0.3299 0.3299
new best model saved at epoch 1: 65.73 22.02 32.99
2 0.544298 0.754349 0.3432 0.3432
new best model saved at epoch 2: 76.84 22.09 34.32
3 0.500558 0.755492 0.3669 0.3669
new best model saved at epoch 3: 78.16 23.97 36.69
4 0.477109 0.704047 0.4282 0.4282
new best model saved at epoch 4: 77.73 29.54 42.82
5 0.464639 0.599016 0.4657 0.4657
new best model saved at epoch 5: 67.97 35.41 46.57
6 0.454081 0.665133 0.4440 0.4657
7 0.444247 0.575776 0.4589 0.4657
8 0.441526 0.620028 0.5180 0.5180
new best model saved at epoch 8: 73.89 39.88 51.80
9 0.436017 0.520185 0.5517 0.5517
new best model saved at epoch 9: 70.48 45.33 55.17
10 0.429914 0.554821 0.5053 0.5517
11 0.414749 0.533965 0.5059 0.5517
12 0.409943 0.565486 0.5514 0.5517
13 0.410037 0.585171 0.5147 0.5517
14 0.394058 0.489526 0.5766 0.5766
new best model saved at epoch 14: 75.24 46.74 57.66
15 0.391058 0.536495 0.5264 0.5766
16 0.377644 0.487481 0.5895 0.5895
new best model saved at epoch 16: 70.29 50.75 58.95
17 0.377067 0.505829 0.5372 0.5895
18 0.364667 0.527135 0.5686 0.5895
19 0.360872 0.475102 0.6133 0.6133
new best model saved at epoch 19: 69.71 54.75 61.33
20 0.358560 0.481966 0.5985 0.6133
21 0.351041 0.467759 0.6165 0.6165
new best model saved at epoch 21: 70.83 54.58 61.65
22 0.349124 0.478461 0.6195 0.6195
new best model saved at epoch 22: 74.66 52.94 61.95
23 0.348923 0.464911 0.6324 0.6324
new best model saved at epoch 23: 69.20 58.22 63.24
24 0.344536 0.456665 0.6265 0.6324
25 0.338051 0.446865 0.6330 0.6330
new best model saved at epoch 25: 72.99 55.89 63.30
26 0.333216 0.454539 0.6291 0.6330
27 0.325169 0.461813 0.6334 0.6334
new best model saved at epoch 27: 73.35 55.74 63.34
28 0.324632 0.449968 0.6347 0.6347
new best model saved at epoch 28: 71.16 57.28 63.47
29 0.321814 0.447318 0.6473 0.6473
new best model saved at epoch 29: 68.96 60.98 64.73
30 0.321409 0.432586 0.6556 0.6556
new best model saved at epoch 30: 69.11 62.36 65.56
31 0.319121 0.472846 0.6161 0.6556
32 0.312294 0.460377 0.6372 0.6556
33 0.308766 0.444544 0.6471 0.6556
34 0.308167 0.442860 0.6447 0.6556
35 0.302910 0.425781 0.6602 0.6602
new best model saved at epoch 35: 72.84 60.38 66.02
36 0.301506 0.430421 0.6596 0.6602
37 0.294834 0.423311 0.6615 0.6615
new best model saved at epoch 37: 71.62 61.46 66.15
38 0.293799 0.434283 0.6563 0.6615
39 0.289780 0.420536 0.6571 0.6615
40 0.285963 0.427575 0.6659 0.6659
new best model saved at epoch 40: 72.71 61.42 66.59
41 0.286961 0.424872 0.6658 0.6659
42 0.281170 0.421163 0.6670 0.6670
new best model saved at epoch 42: 73.12 61.31 66.70
43 0.278157 0.429225 0.6684 0.6684
new best model saved at epoch 43: 71.59 62.67 66.84
44 0.277582 0.428592 0.6692 0.6692
new best model saved at epoch 44: 71.07 63.23 66.92
45 0.276244 0.425001 0.6635 0.6692
46 0.271803 0.432943 0.6656 0.6692
47 0.270297 0.431956 0.6621 0.6692
48 0.267508 0.437038 0.6728 0.6728
new best model saved at epoch 48: 70.61 64.26 67.28
49 0.263102 0.435132 0.6752 0.6752
new best model saved at epoch 49: 70.07 65.16 67.52
50 0.262306 0.425692 0.6687 0.6752
51 0.258326 0.448794 0.6620 0.6752
52 0.258038 0.424745 0.6716 0.6752
53 0.254514 0.434454 0.6708 0.6752
54 0.253321 0.429518 0.6734 0.6752
55 0.250201 0.437001 0.6716 0.6752
56 0.248487 0.441841 0.6652 0.6752
57 0.242897 0.431651 0.6692 0.6752
58 0.244576 0.436208 0.6715 0.6752
59 0.241161 0.438700 0.6702 0.6752
60 0.239646 0.431675 0.6677 0.6752
61 0.238863 0.427580 0.6728 0.6752
62 0.236365 0.442680 0.6757 0.6757
new best model saved at epoch 62: 71.84 63.78 67.57
63 0.233320 0.440168 0.6704 0.6757
64 0.233702 0.437884 0.6772 0.6772
new best model saved at epoch 64: 68.95 66.52 67.72
65 0.232191 0.437441 0.6684 0.6772
66 0.229582 0.442101 0.6669 0.6772
67 0.228383 0.436841 0.6726 0.6772
68 0.226940 0.449608 0.6713 0.6772
69 0.227538 0.447381 0.6697 0.6772
70 0.222592 0.448955 0.6695 0.6772
71 0.222575 0.450816 0.6741 0.6772
72 0.222110 0.444579 0.6711 0.6772
73 0.220559 0.449180 0.6759 0.6772
74 0.218547 0.444192 0.6734 0.6772
75 0.219694 0.442686 0.6724 0.6772
76 0.215487 0.446526 0.6728 0.6772
77 0.214525 0.450394 0.6690 0.6772
78 0.216329 0.447257 0.6750 0.6772
79 0.215235 0.452225 0.6717 0.6772
80 0.213922 0.446458 0.6739 0.6772
81 0.213273 0.449644 0.6741 0.6772
82 0.214382 0.442615 0.6720 0.6772
83 0.212003 0.446222 0.6741 0.6772
84 0.211833 0.450187 0.6745 0.6772
85 0.209502 0.449820 0.6697 0.6772
86 0.210591 0.452458 0.6751 0.6772
87 0.209475 0.455966 0.6726 0.6772
88 0.207296 0.450102 0.6768 0.6772
89 0.208382 0.453054 0.6745 0.6772
90 0.207158 0.455138 0.6743 0.6772
91 0.206097 0.454801 0.6736 0.6772
92 0.208256 0.450946 0.6730 0.6772
93 0.207092 0.451835 0.6757 0.6772
94 0.208602 0.450044 0.6741 0.6772
95 0.203709 0.448500 0.6771 0.6772
96 0.205700 0.451894 0.6754 0.6772
97 0.205175 0.450891 0.6761 0.6772
98 0.202910 0.449302 0.6746 0.6772
99 0.202314 0.454234 0.6758 0.6772
100 0.205153 0.449232 0.6738 0.6772