5.2 KiB
5.2 KiB
1 | train_acc | train_loss | val_acc | val_loss |
---|---|---|---|---|
2 | 0.010694736842105264 | 4.827323 | 0.024800000000000003 | 4.5659676 |
3 | 0.03562105263157895 | 4.3888855 | 0.0604 | 4.136276 |
4 | 0.0757684210526316 | 3.998175 | 0.09480000000000001 | 3.8678854 |
5 | 0.10734736842105265 | 3.784943 | 0.12159999999999999 | 3.6687074 |
6 | 0.13741052631578948 | 3.6023798 | 0.15439999999999998 | 3.4829779 |
7 | 0.16888421052631578 | 3.4196754 | 0.1864 | 3.3093607 |
8 | 0.1941263157894737 | 3.2674048 | 0.20720000000000002 | 3.2223148 |
9 | 0.21861052631578948 | 3.139925 | 0.22880000000000003 | 3.1171055 |
10 | 0.24134736842105264 | 3.0145736 | 0.24760000000000001 | 3.0554724 |
11 | 0.26399999999999996 | 2.9004965 | 0.2552 | 2.9390912 |
12 | 0.27898947368421056 | 2.815607 | 0.2764 | 2.9205213 |
13 | 0.29532631578947366 | 2.7256868 | 0.2968 | 2.7410471 |
14 | 0.31138947368421044 | 2.6567938 | 0.3016 | 2.7083752 |
15 | 0.3236842105263158 | 2.595405 | 0.322 | 2.665904 |
16 | 0.33486315789473686 | 2.5434496 | 0.3176 | 2.688214 |
17 | 0.3462526315789474 | 2.5021079 | 0.33159999999999995 | 2.648656 |
18 | 0.35381052631578946 | 2.4609485 | 0.342 | 2.5658453 |
19 | 0.36157894736842106 | 2.4152951 | 0.34119999999999995 | 2.5403407 |
20 | 0.36774736842105266 | 2.382958 | 0.3332 | 2.6936982 |
21 | 0.37753684210526317 | 2.3510027 | 0.36160000000000003 | 2.4663532 |
22 | 0.38597894736842114 | 2.319616 | 0.3608 | 2.4559999 |
23 | 0.3912421052631579 | 2.294115 | 0.3732 | 2.3644555 |
24 | 0.39840000000000003 | 2.2598042 | 0.3716 | 2.4516551 |
25 | 0.4036 | 2.2318766 | 0.37439999999999996 | 2.4189563 |
26 | 0.4105263157894737 | 2.2035582 | 0.3772 | 2.3899698 |
27 | 0.41501052631578944 | 2.1830406 | 0.3876 | 2.3215945 |
28 | 0.4193263157894737 | 2.158597 | 0.37800000000000006 | 2.3831298 |
29 | 0.4211578947368421 | 2.148888 | 0.38160000000000005 | 2.3436418 |
30 | 0.4260842105263159 | 2.1250536 | 0.39840000000000003 | 2.3471045 |
31 | 0.4313684210526315 | 2.107519 | 0.4044 | 2.2744477 |
32 | 0.4370526315789474 | 2.0837262 | 0.398 | 2.245617 |
33 | 0.439642105263158 | 2.0691078 | 0.41200000000000003 | 2.216309 |
34 | 0.4440842105263158 | 2.046351 | 0.4096 | 2.2329648 |
35 | 0.44696842105263157 | 2.0330904 | 0.4104 | 2.1841388 |
36 | 0.4518105263157895 | 2.0200553 | 0.4244 | 2.1780539 |
37 | 0.45298947368421055 | 2.0069249 | 0.42719999999999997 | 2.1625984 |
38 | 0.4602105263157895 | 1.9896894 | 0.4204 | 2.2195568 |
39 | 0.46023157894736844 | 1.9788533 | 0.4244 | 2.1803434 |
40 | 0.46101052631578954 | 1.9693571 | 0.4128 | 2.1858895 |
41 | 0.46774736842105263 | 1.9547894 | 0.4204 | 2.1908271 |
42 | 0.4671157894736842 | 1.9390026 | 0.4244 | 2.1841395 |
43 | 0.4698105263157895 | 1.924038 | 0.424 | 2.1843896 |
44 | 0.4738736842105264 | 1.9161719 | 0.43 | 2.154806 |
45 | 0.47541052631578945 | 1.9033127 | 0.4463999999999999 | 2.1130056 |
46 | 0.48 | 1.8961077 | 0.44439999999999996 | 2.113019 |
47 | 0.48456842105263154 | 1.8838875 | 0.43079999999999996 | 2.1191697 |
48 | 0.4857263157894737 | 1.8711865 | 0.44920000000000004 | 2.1213412 |
49 | 0.4887578947368421 | 1.8590263 | 0.44799999999999995 | 2.1077166 |
50 | 0.49035789473684216 | 1.8479114 | 0.4428 | 2.0737479 |
51 | 0.4908421052631579 | 1.845268 | 0.4436 | 2.07655 |
52 | 0.4939368421052632 | 1.8336699 | 0.4548 | 2.0769904 |
53 | 0.49924210526315793 | 1.8237538 | 0.4548 | 2.061769 |
54 | 0.49677894736842104 | 1.8111013 | 0.44240000000000007 | 2.0676718 |
55 | 0.5008842105263157 | 1.8031327 | 0.4548 | 2.0859065 |
56 | 0.5 | 1.8026625 | 0.458 | 2.0704215 |
57 | 0.5030736842105263 | 1.792004 | 0.4596 | 2.1113508 |
58 | 0.505578947368421 | 1.7810374 | 0.45679999999999993 | 2.0382714 |
59 | 0.5090315789473684 | 1.7691813 | 0.4444000000000001 | 2.0911386 |
60 | 0.512042105263158 | 1.7633294 | 0.4616 | 2.0458508 |
61 | 0.5142736842105263 | 1.7549652 | 0.4464 | 2.0786576 |
62 | 0.5128421052631579 | 1.7518128 | 0.4656 | 2.026332 |
63 | 0.518042105263158 | 1.7420768 | 0.46 | 2.0141299 |
64 | 0.5182315789473684 | 1.7321203 | 0.45960000000000006 | 2.0226884 |
65 | 0.5192842105263158 | 1.7264535 | 0.46279999999999993 | 2.0182638 |
66 | 0.5217894736842105 | 1.7245325 | 0.46399999999999997 | 2.0110855 |
67 | 0.5229684210526316 | 1.7184331 | 0.46679999999999994 | 2.0191038 |
68 | 0.5227578947368421 | 1.7116771 | 0.4604 | 2.0334535 |
69 | 0.5245894736842105 | 1.7009526 | 0.4692 | 2.0072439 |
70 | 0.5262315789473684 | 1.6991171 | 0.4700000000000001 | 2.0296187 |
71 | 0.5278526315789474 | 1.6958193 | 0.4708 | 1.9912667 |
72 | 0.527157894736842 | 1.6907407 | 0.4736 | 2.006095 |
73 | 0.5299578947368421 | 1.6808176 | 0.4715999999999999 | 2.012164 |
74 | 0.5313052631578947 | 1.676356 | 0.47239999999999993 | 1.9955354 |
75 | 0.5338315789473685 | 1.6731659 | 0.47839999999999994 | 2.005768 |
76 | 0.5336000000000001 | 1.662152 | 0.4672 | 2.015392 |
77 | 0.5354736842105263 | 1.6638054 | 0.4692 | 1.9890119 |
78 | 0.5397894736842105 | 1.6575475 | 0.4768 | 2.0090258 |
79 | 0.5386526315789474 | 1.6595734 | 0.4824 | 1.9728817 |
80 | 0.5376631578947368 | 1.6536722 | 0.4816 | 1.9769167 |
81 | 0.5384842105263159 | 1.6495628 | 0.47600000000000003 | 1.9980135 |
82 | 0.5380842105263157 | 1.6488388 | 0.478 | 1.9884782 |
83 | 0.5393473684210528 | 1.6408547 | 0.48 | 1.9772192 |
84 | 0.5415157894736843 | 1.632917 | 0.4828 | 1.9732709 |
85 | 0.5394947368421052 | 1.6340653 | 0.4776 | 1.9623082 |
86 | 0.5429052631578948 | 1.6340532 | 0.47759999999999997 | 1.9812362 |
87 | 0.5452421052631579 | 1.6246406 | 0.48119999999999996 | 1.9846246 |
88 | 0.5436210526315789 | 1.6288266 | 0.4864 | 1.9822198 |
89 | 0.5437684210526316 | 1.6240481 | 0.48279999999999995 | 1.9768158 |
90 | 0.546357894736842 | 1.6208181 | 0.4804 | 1.9625885 |
91 | 0.5485052631578946 | 1.6164333 | 0.47839999999999994 | 1.9738724 |
92 | 0.5466736842105263 | 1.6169226 | 0.47800000000000004 | 1.9842362 |
93 | 0.547621052631579 | 1.6159856 | 0.4828 | 1.9709526 |
94 | 0.5480421052631579 | 1.6175526 | 0.48560000000000003 | 1.967775 |
95 | 0.5468421052631579 | 1.6149833 | 0.48119999999999996 | 1.9626708 |
96 | 0.5493894736842105 | 1.6063902 | 0.4835999999999999 | 1.96621 |
97 | 0.5490736842105263 | 1.6096952 | 0.48120000000000007 | 1.9742922 |
98 | 0.5514736842105264 | 1.6084315 | 0.4867999999999999 | 1.9604725 |
99 | 0.5489263157894737 | 1.6069487 | 0.4831999999999999 | 1.9733659 |
100 | 0.5494947368421053 | 1.6030664 | 0.49079999999999996 | 1.9693874 |
101 | 0.5516842105263158 | 1.6043342 | 0.486 | 1.9647765 |
102 | 0.552442105263158 | 1.6039867 | 0.48480000000000006 | 1.9649359 |