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epoch int64 | train_loss float64 | val_macro_f1 float64 |
|---|---|---|
0 | 122.637796 | 0.633876 |
1 | 108.17578 | 0.664051 |
2 | 102.085537 | 0.672362 |
3 | 98.069494 | 0.672758 |
4 | 95.666232 | 0.690389 |
5 | 93.421224 | 0.687893 |
6 | 91.970991 | 0.691704 |
7 | 90.358974 | 0.695278 |
8 | 89.717199 | 0.685831 |
9 | 88.409249 | 0.710217 |
10 | 88.118819 | 0.70506 |
11 | 87.358047 | 0.700164 |
12 | 86.280591 | 0.708036 |
13 | 85.469856 | 0.715659 |
14 | 85.049335 | 0.707367 |
15 | 84.677306 | 0.707162 |
16 | 83.809404 | 0.709676 |
17 | 83.416088 | 0.717916 |
18 | 82.605737 | 0.720597 |
19 | 82.544516 | 0.716411 |
20 | 82.012593 | 0.703179 |
21 | 81.183804 | 0.717415 |
22 | 81.13555 | 0.723477 |
23 | 80.245246 | 0.720158 |
24 | 79.707383 | 0.726371 |
25 | 79.608206 | 0.715583 |
26 | 79.056575 | 0.714262 |
27 | 78.990962 | 0.715349 |
28 | 78.585379 | 0.719612 |
29 | 77.849416 | 0.723006 |
30 | 77.461579 | 0.728742 |
31 | 77.329994 | 0.72997 |
32 | 76.785424 | 0.732994 |
33 | 76.729366 | 0.72449 |
34 | 76.473648 | 0.735641 |
35 | 75.775427 | 0.741403 |
36 | 75.787 | 0.72877 |
37 | 75.17319 | 0.728054 |
38 | 74.929186 | 0.728984 |
39 | 74.753382 | 0.7049 |
40 | 74.23712 | 0.722734 |
41 | 73.851528 | 0.736347 |
42 | 73.628524 | 0.729552 |
43 | 73.785132 | 0.741342 |
44 | 73.623622 | 0.742442 |
45 | 73.172199 | 0.732184 |
46 | 72.905982 | 0.737736 |
47 | 72.94516 | 0.743821 |
48 | 72.246557 | 0.734463 |
49 | 72.63508 | 0.726021 |
50 | 71.537019 | 0.72756 |
51 | 71.341985 | 0.741352 |
52 | 71.423023 | 0.740483 |
53 | 71.406355 | 0.735158 |
54 | 70.96376 | 0.743575 |
55 | 70.85137 | 0.745852 |
56 | 70.350516 | 0.745629 |
57 | 70.257799 | 0.748126 |
58 | 70.568079 | 0.741174 |
59 | 70.013829 | 0.744482 |
60 | 69.699333 | 0.749439 |
61 | 69.719689 | 0.745801 |
62 | 69.288025 | 0.752165 |
63 | 68.842457 | 0.744839 |
64 | 68.768559 | 0.754983 |
65 | 69.032307 | 0.741789 |
66 | 68.797424 | 0.750113 |
67 | 68.480347 | 0.746166 |
68 | 68.246655 | 0.749557 |
69 | 68.009594 | 0.757778 |
70 | 68.781801 | 0.748596 |
71 | 67.881076 | 0.745628 |
72 | 67.875216 | 0.75469 |
73 | 67.591054 | 0.752873 |
74 | 67.447687 | 0.756112 |
75 | 68.002532 | 0.759356 |
76 | 67.615924 | 0.738846 |
77 | 67.604614 | 0.753397 |
78 | 67.31382 | 0.758489 |
79 | 67.285561 | 0.742177 |
80 | 67.135827 | 0.760034 |
81 | 66.79517 | 0.760874 |
82 | 67.32516 | 0.763874 |
83 | 66.32171 | 0.760189 |
84 | 66.385981 | 0.738302 |
85 | 66.582933 | 0.757866 |
86 | 66.554993 | 0.75496 |
87 | 66.29234 | 0.747879 |
88 | 66.216149 | 0.754859 |
89 | 65.740894 | 0.745116 |
90 | 65.711805 | 0.753824 |
91 | 66.124798 | 0.751037 |
92 | 65.826519 | 0.735669 |
93 | 66.057434 | 0.74905 |
94 | 65.53292 | 0.749967 |
95 | 65.575539 | 0.750049 |
96 | 65.67892 | 0.759743 |
97 | 65.234419 | 0.749324 |
98 | 65.171308 | 0.754091 |
99 | 65.474479 | 0.757545 |
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