5.1 KiB
5.1 KiB
1 | epoch | accuracy | loss | val_accuracy | val_loss |
---|---|---|---|---|---|
2 | 0 | 0.5835000276565552 | 0.9027522206306458 | 0.6930000185966492 | 0.7313074469566345 |
3 | 1 | 0.6981666684150696 | 0.7197360992431641 | 0.7573333382606506 | 0.6185170412063599 |
4 | 2 | 0.7268333435058594 | 0.649580717086792 | 0.7166666388511658 | 0.6847538352012634 |
5 | 3 | 0.7490000128746033 | 0.6051502823829651 | 0.6726666688919067 | 0.8005362749099731 |
6 | 4 | 0.7670000195503235 | 0.5711988806724548 | 0.7213333249092102 | 0.6812124252319336 |
7 | 5 | 0.7771666646003723 | 0.5591645836830139 | 0.7956666946411133 | 0.5224239230155945 |
8 | 6 | 0.7922499775886536 | 0.5163288712501526 | 0.7746666669845581 | 0.560214638710022 |
9 | 7 | 0.796750009059906 | 0.5033565163612366 | 0.7696666717529297 | 0.5671213269233704 |
10 | 8 | 0.8021666407585144 | 0.4886069595813751 | 0.7850000262260437 | 0.5377761721611023 |
11 | 9 | 0.8159166574478149 | 0.46416983008384705 | 0.7973333597183228 | 0.5045124292373657 |
12 | 10 | 0.8112499713897705 | 0.4600376784801483 | 0.7876666784286499 | 0.5360596776008606 |
13 | 11 | 0.8222500085830688 | 0.44709986448287964 | 0.8173333406448364 | 0.46527454257011414 |
14 | 12 | 0.8263333439826965 | 0.4383203983306885 | 0.8193333148956299 | 0.4525858163833618 |
15 | 13 | 0.8272500038146973 | 0.42477884888648987 | 0.8209999799728394 | 0.46459323167800903 |
16 | 14 | 0.828166663646698 | 0.4239223301410675 | 0.8133333325386047 | 0.4657036066055298 |
17 | 15 | 0.8364999890327454 | 0.4106995165348053 | 0.8316666483879089 | 0.43970581889152527 |
18 | 16 | 0.8379999995231628 | 0.40464073419570923 | 0.8309999704360962 | 0.43921899795532227 |
19 | 17 | 0.843500018119812 | 0.3954917788505554 | 0.7919999957084656 | 0.5195531845092773 |
20 | 18 | 0.8410833477973938 | 0.3955632746219635 | 0.8273333311080933 | 0.43989425897598267 |
21 | 19 | 0.8451666831970215 | 0.3902503252029419 | 0.8213333487510681 | 0.4508914649486542 |
22 | 20 | 0.8479999899864197 | 0.38045644760131836 | 0.8373333215713501 | 0.4345586895942688 |
23 | 21 | 0.8519166707992554 | 0.3750855624675751 | 0.8363333344459534 | 0.42357707023620605 |
24 | 22 | 0.8511666655540466 | 0.3793516457080841 | 0.8386666774749756 | 0.4240257143974304 |
25 | 23 | 0.8541666865348816 | 0.36603105068206787 | 0.8256666660308838 | 0.44586217403411865 |
26 | 24 | 0.8585000038146973 | 0.36231645941734314 | 0.8309999704360962 | 0.445521742105484 |
27 | 25 | 0.856166660785675 | 0.36122143268585205 | 0.8373333215713501 | 0.4368632435798645 |
28 | 26 | 0.8581666946411133 | 0.35858675837516785 | 0.8403333425521851 | 0.4214838743209839 |
29 | 27 | 0.859250009059906 | 0.3539867699146271 | 0.8429999947547913 | 0.427225261926651 |
30 | 28 | 0.8620833158493042 | 0.35064488649368286 | 0.8456666469573975 | 0.4140232801437378 |
31 | 29 | 0.8643333315849304 | 0.34821170568466187 | 0.8349999785423279 | 0.41891446709632874 |
32 | 30 | 0.8681666851043701 | 0.3375576138496399 | 0.8396666646003723 | 0.4178491234779358 |
33 | 31 | 0.8667500019073486 | 0.3405560851097107 | 0.8173333406448364 | 0.4889259934425354 |
34 | 32 | 0.8673333525657654 | 0.3408810496330261 | 0.8376666903495789 | 0.4319263994693756 |
35 | 33 | 0.8669999837875366 | 0.3369854688644409 | 0.843999981880188 | 0.4151623845100403 |
36 | 34 | 0.8674166798591614 | 0.333772212266922 | 0.8483333587646484 | 0.4048003852367401 |
37 | 35 | 0.8738333582878113 | 0.3248937129974365 | 0.8296666741371155 | 0.44129908084869385 |
38 | 36 | 0.8731666803359985 | 0.32493579387664795 | 0.8226666450500488 | 0.4935603141784668 |
39 | 37 | 0.8696666955947876 | 0.3261963427066803 | 0.8453333377838135 | 0.41957756876945496 |
40 | 38 | 0.8737499713897705 | 0.32006925344467163 | 0.8403333425521851 | 0.4206053912639618 |
41 | 39 | 0.874750018119812 | 0.31747952103614807 | 0.8383333086967468 | 0.44560351967811584 |
42 | 40 | 0.8740000128746033 | 0.31876373291015625 | 0.8349999785423279 | 0.42805150151252747 |
43 | 41 | 0.878250002861023 | 0.3102569580078125 | 0.8486666679382324 | 0.4195503890514374 |
44 | 42 | 0.8784166574478149 | 0.31086069345474243 | 0.8446666598320007 | 0.415301114320755 |
45 | 43 | 0.8816666603088379 | 0.3063320219516754 | 0.8423333168029785 | 0.44579166173934937 |
46 | 44 | 0.8821666836738586 | 0.3044925630092621 | 0.8429999947547913 | 0.4366433620452881 |
47 | 45 | 0.8818333148956299 | 0.3025430738925934 | 0.8339999914169312 | 0.4812167286872864 |
48 | 46 | 0.8836666941642761 | 0.3021080493927002 | 0.8456666469573975 | 0.4139736592769623 |
49 | 47 | 0.8850833177566528 | 0.295707106590271 | 0.8486666679382324 | 0.4226844906806946 |
50 | 48 | 0.8834999799728394 | 0.2955981492996216 | 0.8413333296775818 | 0.45863327383995056 |
51 | 49 | 0.8835833072662354 | 0.29366767406463623 | 0.8529999852180481 | 0.4104471504688263 |
52 | 50 | 0.8878333568572998 | 0.28793343901634216 | 0.7730000019073486 | 0.6682868599891663 |
53 | 51 | 0.8879166841506958 | 0.28880414366722107 | 0.8410000205039978 | 0.42320355772972107 |
54 | 52 | 0.8888333439826965 | 0.28470084071159363 | 0.8463333249092102 | 0.4198496639728546 |
55 | 53 | 0.8919166922569275 | 0.28202226758003235 | 0.8536666631698608 | 0.41628679633140564 |
56 | 54 | 0.8900833129882812 | 0.2791743874549866 | 0.7583333253860474 | 0.7379936575889587 |
57 | 55 | 0.89083331823349 | 0.28209903836250305 | 0.8263333439826965 | 0.5025476813316345 |
58 | 56 | 0.8914166688919067 | 0.2790076732635498 | 0.8493333458900452 | 0.41152042150497437 |
59 | 57 | 0.8944166898727417 | 0.27665185928344727 | 0.8523333072662354 | 0.4220462143421173 |
60 | 58 | 0.8953333497047424 | 0.27209198474884033 | 0.843999981880188 | 0.4234614670276642 |
61 | 59 | 0.8932499885559082 | 0.2731625735759735 | 0.8393333554267883 | 0.4399682283401489 |
62 | 60 | 0.893833339214325 | 0.27378541231155396 | 0.8426666855812073 | 0.4259805977344513 |
63 | 61 | 0.8951666951179504 | 0.270453542470932 | 0.8266666531562805 | 0.46296101808547974 |
64 | 62 | 0.893750011920929 | 0.26978862285614014 | 0.8383333086967468 | 0.4388676881790161 |
65 | 63 | 0.8979166746139526 | 0.2648368179798126 | 0.8486666679382324 | 0.4405277371406555 |