5.1 KiB
5.1 KiB
1 | train_acc | train_loss | val_acc | val_loss |
---|---|---|---|---|
2 | 0.027410526315789472 | 4.440032 | 0.0368 | 4.238186 |
3 | 0.0440842105263158 | 4.1909122 | 0.0644 | 4.1239405 |
4 | 0.05604210526315791 | 4.0817885 | 0.0368 | 4.495799 |
5 | 0.0685263157894737 | 3.984858 | 0.0964 | 3.8527937 |
6 | 0.08345263157894738 | 3.8947835 | 0.09080000000000002 | 3.8306112 |
7 | 0.09391578947368423 | 3.8246264 | 0.10399999999999998 | 3.7504945 |
8 | 0.10189473684210527 | 3.760145 | 0.1124 | 3.6439042 |
9 | 0.11197894736842108 | 3.704831 | 0.0992 | 3.962508 |
10 | 0.12534736842105265 | 3.6408415 | 0.1404 | 3.516474 |
11 | 0.1385894736842105 | 3.5672796 | 0.1444 | 3.5242612 |
12 | 0.14873684210526317 | 3.5145628 | 0.12960000000000002 | 3.5745378 |
13 | 0.16103157894736844 | 3.4476008 | 0.1852 | 3.3353982 |
14 | 0.16846315789473681 | 3.399858 | 0.15600000000000003 | 3.453797 |
15 | 0.1760210526315789 | 3.3611393 | 0.1464 | 3.5799885 |
16 | 0.18625263157894736 | 3.3005812 | 0.196 | 3.201007 |
17 | 0.19233684210526317 | 3.26565 | 0.17439999999999997 | 3.397586 |
18 | 0.19625263157894737 | 3.2346153 | 0.212 | 3.169959 |
19 | 0.20717894736842105 | 3.174345 | 0.2132 | 3.0981174 |
20 | 0.2136 | 3.1425776 | 0.2036 | 3.2191591 |
21 | 0.2217684210526316 | 3.094137 | 0.236 | 3.0018876 |
22 | 0.23069473684210529 | 3.0539455 | 0.20440000000000003 | 3.1800296 |
23 | 0.23395789473684211 | 3.0338168 | 0.22599999999999998 | 3.0360818 |
24 | 0.24463157894736842 | 2.9761615 | 0.2588 | 2.8876188 |
25 | 0.25311578947368424 | 2.931479 | 0.2 | 3.242481 |
26 | 0.25795789473684216 | 2.900163 | 0.28320000000000006 | 2.830947 |
27 | 0.26789473684210524 | 2.8484874 | 0.2768 | 2.8190458 |
28 | 0.2709263157894737 | 2.833472 | 0.2352 | 3.0098538 |
29 | 0.2816421052631579 | 2.7842317 | 0.29560000000000003 | 2.7288156 |
30 | 0.28764210526315787 | 2.745757 | 0.2648 | 2.8955112 |
31 | 0.2930315789473684 | 2.7276495 | 0.27680000000000005 | 2.8336413 |
32 | 0.3001263157894737 | 2.6826382 | 0.316 | 2.6245823 |
33 | 0.3068421052631579 | 2.658441 | 0.27 | 2.9279957 |
34 | 0.30909473684210526 | 2.638565 | 0.31160000000000004 | 2.637653 |
35 | 0.3213263157894737 | 2.5939283 | 0.31799999999999995 | 2.627816 |
36 | 0.3211157894736843 | 2.579544 | 0.25079999999999997 | 2.9502957 |
37 | 0.3259999999999999 | 2.5540712 | 0.3332 | 2.569941 |
38 | 0.3336421052631579 | 2.5239582 | 0.278 | 2.7676308 |
39 | 0.3371368421052632 | 2.5109046 | 0.2916 | 2.725589 |
40 | 0.34404210526315787 | 2.4714804 | 0.34120000000000006 | 2.4782379 |
41 | 0.3500631578947368 | 2.4545348 | 0.30600000000000005 | 2.6625924 |
42 | 0.34976842105263156 | 2.4408882 | 0.342 | 2.5351026 |
43 | 0.3586315789473684 | 2.4116046 | 0.3452 | 2.450749 |
44 | 0.3568421052631579 | 2.4133172 | 0.3288 | 2.5647113 |
45 | 0.3630947368421052 | 2.3772728 | 0.36519999999999997 | 2.388074 |
46 | 0.37069473684210524 | 2.3505116 | 0.324 | 2.5489926 |
47 | 0.37132631578947367 | 2.352426 | 0.33680000000000004 | 2.5370462 |
48 | 0.37606315789473677 | 2.319005 | 0.3712 | 2.3507965 |
49 | 0.3800210526315789 | 2.3045664 | 0.33 | 2.6327293 |
50 | 0.38185263157894733 | 2.2965574 | 0.3764 | 2.364877 |
51 | 0.38785263157894734 | 2.269467 | 0.37799999999999995 | 2.330837 |
52 | 0.3889684210526316 | 2.26941 | 0.3559999999999999 | 2.513778 |
53 | 0.3951789473684211 | 2.2413251 | 0.3888 | 2.2839465 |
54 | 0.3944421052631579 | 2.2319226 | 0.35919999999999996 | 2.4310353 |
55 | 0.4 | 2.220305 | 0.3732 | 2.348543 |
56 | 0.4051157894736842 | 2.1891508 | 0.39440000000000003 | 2.2730627 |
57 | 0.40581052631578945 | 2.1873925 | 0.33399999999999996 | 2.5648093 |
58 | 0.4067789473684211 | 2.1817088 | 0.4044 | 2.2244952 |
59 | 0.41555789473684207 | 2.1543047 | 0.39759999999999995 | 2.220972 |
60 | 0.4170526315789474 | 2.14905 | 0.33399999999999996 | 2.6612198 |
61 | 0.41762105263157895 | 2.1321266 | 0.3932 | 2.2343464 |
62 | 0.42341052631578946 | 2.1131704 | 0.37800000000000006 | 2.327929 |
63 | 0.4212842105263158 | 2.112597 | 0.376 | 2.3302126 |
64 | 0.4295157894736842 | 2.0925663 | 0.4100000000000001 | 2.175698 |
65 | 0.4299368421052632 | 2.0846903 | 0.3772 | 2.3750577 |
66 | 0.43134736842105265 | 2.075184 | 0.4044 | 2.1888158 |
67 | 0.43829473684210524 | 2.045202 | 0.41239999999999993 | 2.1673117 |
68 | 0.43534736842105265 | 2.0590534 | 0.37440000000000007 | 2.3269994 |
69 | 0.4417684210526316 | 2.0356588 | 0.42 | 2.1668334 |
70 | 0.4442736842105263 | 2.028207 | 0.41239999999999993 | 2.2346516 |
71 | 0.44581052631578943 | 2.021492 | 0.40519999999999995 | 2.2030904 |
72 | 0.44884210526315793 | 2.0058675 | 0.4296 | 2.0948715 |
73 | 0.45071578947368424 | 1.993417 | 0.39 | 2.2856123 |
74 | 0.45130526315789476 | 1.9970801 | 0.43599999999999994 | 2.110219 |
75 | 0.45686315789473686 | 1.9651922 | 0.4244 | 2.1253593 |
76 | 0.4557263157894737 | 1.9701725 | 0.3704 | 2.4576838 |
77 | 0.4609684210526315 | 1.956996 | 0.4412 | 2.0626938 |
78 | 0.4639789473684211 | 1.9407912 | 0.398 | 2.3076272 |
79 | 0.46311578947368426 | 1.9410807 | 0.4056 | 2.2181008 |
80 | 0.4686736842105263 | 1.918824 | 0.45080000000000003 | 2.030652 |
81 | 0.4650315789473684 | 1.924879 | 0.3948 | 2.2926931 |
82 | 0.46964210526315786 | 1.9188553 | 0.43599999999999994 | 2.107239 |
83 | 0.47357894736842104 | 1.8991861 | 0.43119999999999997 | 2.067097 |
84 | 0.47212631578947367 | 1.8987728 | 0.41359999999999997 | 2.1667569 |
85 | 0.4773263157894737 | 1.8892545 | 0.46 | 2.0283196 |
86 | 0.4802526315789474 | 1.8736148 | 0.41960000000000003 | 2.1698954 |
87 | 0.47406315789473685 | 1.8849738 | 0.43399999999999994 | 2.1001608 |
88 | 0.48627368421052636 | 1.8492608 | 0.45520000000000005 | 1.9936249 |
89 | 0.48589473684210527 | 1.8534511 | 0.38439999999999996 | 2.354954 |
90 | 0.48667368421052637 | 1.8421199 | 0.44120000000000004 | 2.0467849 |
91 | 0.4902736842105263 | 1.8265136 | 0.45519999999999994 | 2.0044358 |
92 | 0.4879789473684211 | 1.838593 | 0.3984 | 2.3019247 |
93 | 0.49204210526315795 | 1.8199797 | 0.4656 | 1.9858631 |
94 | 0.4945894736842105 | 1.805858 | 0.436 | 2.1293921 |
95 | 0.4939578947368421 | 1.8174701 | 0.4388 | 2.0611947 |
96 | 0.4961684210526316 | 1.7953233 | 0.4612 | 1.9728945 |
97 | 0.49610526315789477 | 1.7908033 | 0.42440000000000005 | 2.1648548 |
98 | 0.4996 | 1.7908286 | 0.4664 | 1.9897026 |
99 | 0.5070105263157895 | 1.7658812 | 0.452 | 2.0411723 |
100 | 0.5027368421052631 | 1.7692825 | 0.4136000000000001 | 2.280331 |
101 | 0.5062315789473685 | 1.7649119 | 0.4768 | 1.9493303 |