12 KiB
12 KiB
1 | epoch | accuracy | loss | val_accuracy | val_loss |
---|---|---|---|---|---|
2 | 0 | 0.42133334279060364 | 1.092440128326416 | 0.5216666460037231 | 1.0831907987594604 |
3 | 1 | 0.48258334398269653 | 1.0691678524017334 | 0.578000009059906 | 1.0515673160552979 |
4 | 2 | 0.5686666369438171 | 1.0266000032424927 | 0.6179999709129333 | 0.9952982664108276 |
5 | 3 | 0.6392499804496765 | 0.962194561958313 | 0.6690000295639038 | 0.9293439388275146 |
6 | 4 | 0.6725000143051147 | 0.8931296467781067 | 0.6743333339691162 | 0.8646112680435181 |
7 | 5 | 0.6887500286102295 | 0.8338881731033325 | 0.6893333196640015 | 0.8154566884040833 |
8 | 6 | 0.6955000162124634 | 0.7897202372550964 | 0.6940000057220459 | 0.7788802981376648 |
9 | 7 | 0.7021666765213013 | 0.7585954070091248 | 0.7016666531562805 | 0.7553337216377258 |
10 | 8 | 0.7095000147819519 | 0.7358428835868835 | 0.7093333601951599 | 0.7391981482505798 |
11 | 9 | 0.7130833268165588 | 0.7185309529304504 | 0.7113333344459534 | 0.7247134447097778 |
12 | 10 | 0.7210000157356262 | 0.7036754488945007 | 0.7170000076293945 | 0.7144900560379028 |
13 | 11 | 0.7225000262260437 | 0.6903489828109741 | 0.7210000157356262 | 0.7021248936653137 |
14 | 12 | 0.7294999957084656 | 0.6791210174560547 | 0.7263333201408386 | 0.6896677017211914 |
15 | 13 | 0.7315833568572998 | 0.6669951677322388 | 0.731333315372467 | 0.6810266971588135 |
16 | 14 | 0.7365000247955322 | 0.6564996838569641 | 0.7366666793823242 | 0.6689144372940063 |
17 | 15 | 0.7398333549499512 | 0.6476236581802368 | 0.7396666407585144 | 0.6566316485404968 |
18 | 16 | 0.7418333292007446 | 0.639543890953064 | 0.7443333268165588 | 0.6492511034011841 |
19 | 17 | 0.7449166774749756 | 0.6309488415718079 | 0.7440000176429749 | 0.6400158405303955 |
20 | 18 | 0.7507500052452087 | 0.622377872467041 | 0.7490000128746033 | 0.6308714151382446 |
21 | 19 | 0.7514166831970215 | 0.6148524284362793 | 0.750333309173584 | 0.6255932450294495 |
22 | 20 | 0.7551666498184204 | 0.6085936427116394 | 0.7566666603088379 | 0.6217103600502014 |
23 | 21 | 0.7580000162124634 | 0.6017386317253113 | 0.7593333125114441 | 0.609600841999054 |
24 | 22 | 0.7609999775886536 | 0.5949487090110779 | 0.7543333172798157 | 0.6064338088035583 |
25 | 23 | 0.7635833621025085 | 0.5881058573722839 | 0.7549999952316284 | 0.6035630106925964 |
26 | 24 | 0.7632499933242798 | 0.5832110047340393 | 0.7663333415985107 | 0.5898523926734924 |
27 | 25 | 0.7692499756813049 | 0.5766729116439819 | 0.765666663646698 | 0.5871346592903137 |
28 | 26 | 0.7705000042915344 | 0.5713057518005371 | 0.7730000019073486 | 0.5790905952453613 |
29 | 27 | 0.7727500200271606 | 0.5663045048713684 | 0.7736666798591614 | 0.5738856792449951 |
30 | 28 | 0.7745833396911621 | 0.5610684156417847 | 0.7773333191871643 | 0.5671684145927429 |
31 | 29 | 0.7770833373069763 | 0.5563601851463318 | 0.7760000228881836 | 0.5635906457901001 |
32 | 30 | 0.7768333554267883 | 0.5514505505561829 | 0.7836666703224182 | 0.5566589832305908 |
33 | 31 | 0.778166651725769 | 0.5458187460899353 | 0.7583333253860474 | 0.5909481048583984 |
34 | 32 | 0.7806666493415833 | 0.5436875224113464 | 0.7850000262260437 | 0.5474307537078857 |
35 | 33 | 0.7822499871253967 | 0.5379191637039185 | 0.784333348274231 | 0.5488753914833069 |
36 | 34 | 0.7837499976158142 | 0.5342518091201782 | 0.7753333449363708 | 0.5533681511878967 |
37 | 35 | 0.7864166498184204 | 0.5308119058609009 | 0.7820000052452087 | 0.5461623668670654 |
38 | 36 | 0.7887499928474426 | 0.5277165770530701 | 0.781333327293396 | 0.5409450531005859 |
39 | 37 | 0.7874166369438171 | 0.5240803360939026 | 0.7893333435058594 | 0.5401000380516052 |
40 | 38 | 0.7885833382606506 | 0.5225352644920349 | 0.7910000085830688 | 0.5266817808151245 |
41 | 39 | 0.7888333201408386 | 0.5176399946212769 | 0.7926666736602783 | 0.5274956822395325 |
42 | 40 | 0.7893333435058594 | 0.5159404277801514 | 0.793666660785675 | 0.5229296684265137 |
43 | 41 | 0.7930833101272583 | 0.5116210579872131 | 0.7756666541099548 | 0.5420834422111511 |
44 | 42 | 0.7921666502952576 | 0.5109115242958069 | 0.7956666946411133 | 0.5163940191268921 |
45 | 43 | 0.7943333387374878 | 0.5071904063224792 | 0.7950000166893005 | 0.5143405795097351 |
46 | 44 | 0.7944166660308838 | 0.5054174661636353 | 0.777999997138977 | 0.528532087802887 |
47 | 45 | 0.796999990940094 | 0.5010374188423157 | 0.7983333468437195 | 0.5131596326828003 |
48 | 46 | 0.796750009059906 | 0.5006341934204102 | 0.7973333597183228 | 0.509623646736145 |
49 | 47 | 0.7987499833106995 | 0.4990909695625305 | 0.7993333339691162 | 0.5073418617248535 |
50 | 48 | 0.7978333234786987 | 0.497801274061203 | 0.7986666560173035 | 0.5058290958404541 |
51 | 49 | 0.796999990940094 | 0.49675676226615906 | 0.7986666560173035 | 0.5052936673164368 |
52 | 50 | 0.7978333234786987 | 0.49446648359298706 | 0.7906666398048401 | 0.5101428627967834 |
53 | 51 | 0.7987499833106995 | 0.49141305685043335 | 0.7910000085830688 | 0.5080826878547668 |
54 | 52 | 0.8018333315849304 | 0.49017277359962463 | 0.8009999990463257 | 0.5003789067268372 |
55 | 53 | 0.7990833520889282 | 0.4900963008403778 | 0.8003333210945129 | 0.5013912916183472 |
56 | 54 | 0.8021666407585144 | 0.48861438035964966 | 0.7983333468437195 | 0.500831127166748 |
57 | 55 | 0.8028333187103271 | 0.4864603281021118 | 0.7979999780654907 | 0.5079330205917358 |
58 | 56 | 0.8043333292007446 | 0.48527541756629944 | 0.8059999942779541 | 0.49590444564819336 |
59 | 57 | 0.8024166822433472 | 0.4850764274597168 | 0.800000011920929 | 0.4999690353870392 |
60 | 58 | 0.8036666512489319 | 0.4833196997642517 | 0.8016666769981384 | 0.4955070912837982 |
61 | 59 | 0.8026666641235352 | 0.4804866909980774 | 0.7950000166893005 | 0.5002061128616333 |
62 | 60 | 0.8040000200271606 | 0.48245230317115784 | 0.7979999780654907 | 0.4973487854003906 |
63 | 61 | 0.8060833215713501 | 0.47835856676101685 | 0.7910000085830688 | 0.5042082071304321 |
64 | 62 | 0.8060833215713501 | 0.4784422516822815 | 0.8046666383743286 | 0.4913029670715332 |
65 | 63 | 0.8070833086967468 | 0.47728076577186584 | 0.8006666898727417 | 0.49307548999786377 |
66 | 64 | 0.8063333630561829 | 0.47460415959358215 | 0.8066666722297668 | 0.4880809187889099 |
67 | 65 | 0.8078333139419556 | 0.4747520387172699 | 0.8066666722297668 | 0.48889628052711487 |
68 | 66 | 0.8077499866485596 | 0.472565233707428 | 0.8056666851043701 | 0.49305960536003113 |
69 | 67 | 0.8102499842643738 | 0.47163158655166626 | 0.796999990940094 | 0.49961018562316895 |
70 | 68 | 0.8096666932106018 | 0.4724145233631134 | 0.7990000247955322 | 0.4905402958393097 |
71 | 69 | 0.8109999895095825 | 0.4715333580970764 | 0.8080000281333923 | 0.48410794138908386 |
72 | 70 | 0.8112499713897705 | 0.4680226147174835 | 0.7996666431427002 | 0.4916672706604004 |
73 | 71 | 0.8115000128746033 | 0.4687725007534027 | 0.7926666736602783 | 0.49787065386772156 |
74 | 72 | 0.809333324432373 | 0.46770256757736206 | 0.7903333306312561 | 0.5011722445487976 |
75 | 73 | 0.812583327293396 | 0.46606460213661194 | 0.7983333468437195 | 0.503963053226471 |
76 | 74 | 0.8112499713897705 | 0.46567845344543457 | 0.800000011920929 | 0.4879962205886841 |
77 | 75 | 0.8104166388511658 | 0.4644148051738739 | 0.8100000023841858 | 0.48002851009368896 |
78 | 76 | 0.812583327293396 | 0.46399056911468506 | 0.7940000295639038 | 0.4991711378097534 |
79 | 77 | 0.8144999742507935 | 0.4620969295501709 | 0.7933333516120911 | 0.5001674294471741 |
80 | 78 | 0.8134999871253967 | 0.4626724123954773 | 0.7929999828338623 | 0.4932369887828827 |
81 | 79 | 0.8146666884422302 | 0.460686594247818 | 0.8086666464805603 | 0.4793894588947296 |
82 | 80 | 0.812416672706604 | 0.4595262408256531 | 0.8076666593551636 | 0.47897687554359436 |
83 | 81 | 0.8136666417121887 | 0.4590204954147339 | 0.8090000152587891 | 0.4824315309524536 |
84 | 82 | 0.8130833506584167 | 0.45829853415489197 | 0.8023333549499512 | 0.4803754389286041 |
85 | 83 | 0.8135833144187927 | 0.4585408866405487 | 0.7993333339691162 | 0.48915770649909973 |
86 | 84 | 0.8139166831970215 | 0.45737844705581665 | 0.8063333630561829 | 0.478768527507782 |
87 | 85 | 0.8145833611488342 | 0.4551144540309906 | 0.8119999766349792 | 0.47424080967903137 |
88 | 86 | 0.8160833120346069 | 0.4543878138065338 | 0.8043333292007446 | 0.4808327257633209 |
89 | 87 | 0.815500020980835 | 0.4546371400356293 | 0.7929999828338623 | 0.49613329768180847 |
90 | 88 | 0.8178333044052124 | 0.452690064907074 | 0.793666660785675 | 0.4978523850440979 |
91 | 89 | 0.8176666498184204 | 0.45260632038116455 | 0.8083333373069763 | 0.473687082529068 |
92 | 90 | 0.8181666731834412 | 0.45101451873779297 | 0.8113333582878113 | 0.4717951714992523 |
93 | 91 | 0.8173333406448364 | 0.44956472516059875 | 0.7873333096504211 | 0.5036012530326843 |
94 | 92 | 0.8181666731834412 | 0.4505072832107544 | 0.809333324432373 | 0.4718765318393707 |
95 | 93 | 0.8172500133514404 | 0.44963616132736206 | 0.8133333325386047 | 0.4736625850200653 |
96 | 94 | 0.8174999952316284 | 0.44907307624816895 | 0.8086666464805603 | 0.4760723412036896 |
97 | 95 | 0.8183333277702332 | 0.44802454113960266 | 0.8143333196640015 | 0.4659152925014496 |
98 | 96 | 0.8210833072662354 | 0.44540080428123474 | 0.8140000104904175 | 0.4660656750202179 |
99 | 97 | 0.8184999823570251 | 0.44517073035240173 | 0.8090000152587891 | 0.47440412640571594 |
100 | 98 | 0.8190833330154419 | 0.4435581564903259 | 0.8116666674613953 | 0.4662642478942871 |
101 | 99 | 0.8191666603088379 | 0.4437412619590759 | 0.8113333582878113 | 0.46899935603141785 |
102 | 100 | 0.8198333382606506 | 0.4438643753528595 | 0.8119999766349792 | 0.4680798351764679 |
103 | 101 | 0.8211666941642761 | 0.4421640932559967 | 0.809333324432373 | 0.47763219475746155 |
104 | 102 | 0.8232499957084656 | 0.44070789217948914 | 0.8043333292007446 | 0.4799812138080597 |
105 | 103 | 0.8194166421890259 | 0.4401479959487915 | 0.8169999718666077 | 0.4607376158237457 |
106 | 104 | 0.8226666450500488 | 0.43788206577301025 | 0.8100000023841858 | 0.47571948170661926 |
107 | 105 | 0.8213333487510681 | 0.43839383125305176 | 0.8083333373069763 | 0.47257283329963684 |
108 | 106 | 0.8237500190734863 | 0.43844300508499146 | 0.815666675567627 | 0.4606480002403259 |
109 | 107 | 0.8240000009536743 | 0.4366362988948822 | 0.8166666626930237 | 0.4585273563861847 |
110 | 108 | 0.8228333592414856 | 0.4356010854244232 | 0.815666675567627 | 0.46260562539100647 |
111 | 109 | 0.8233333230018616 | 0.43673983216285706 | 0.8176666498184204 | 0.4602668583393097 |
112 | 110 | 0.8244166374206543 | 0.43422600626945496 | 0.8046666383743286 | 0.4769958555698395 |
113 | 111 | 0.824999988079071 | 0.4336869716644287 | 0.815666675567627 | 0.4593796730041504 |
114 | 112 | 0.8234166502952576 | 0.4329100251197815 | 0.8169999718666077 | 0.45982375741004944 |
115 | 113 | 0.8238333463668823 | 0.433053195476532 | 0.8153333067893982 | 0.46611258387565613 |
116 | 114 | 0.8245000243186951 | 0.43201497197151184 | 0.8146666884422302 | 0.4649088680744171 |
117 | 115 | 0.8239166736602783 | 0.4307296574115753 | 0.8216666579246521 | 0.4549351930618286 |
118 | 116 | 0.8255000114440918 | 0.42951807379722595 | 0.8183333277702332 | 0.45752355456352234 |
119 | 117 | 0.8259999752044678 | 0.4283323884010315 | 0.8140000104904175 | 0.4559498429298401 |
120 | 118 | 0.8255000114440918 | 0.42872533202171326 | 0.8186666369438171 | 0.4583792984485626 |
121 | 119 | 0.8254166841506958 | 0.4287734925746918 | 0.8213333487510681 | 0.4525021016597748 |
122 | 120 | 0.828083336353302 | 0.4269919693470001 | 0.8190000057220459 | 0.46076494455337524 |
123 | 121 | 0.8288333415985107 | 0.4257391691207886 | 0.8223333358764648 | 0.4512419104576111 |
124 | 122 | 0.8274999856948853 | 0.42528149485588074 | 0.8206666707992554 | 0.4504532814025879 |
125 | 123 | 0.8293333053588867 | 0.4251134395599365 | 0.8090000152587891 | 0.4624386429786682 |
126 | 124 | 0.8273333311080933 | 0.4244207739830017 | 0.8206666707992554 | 0.4510117471218109 |
127 | 125 | 0.8285833597183228 | 0.42328396439552307 | 0.8236666917800903 | 0.4477689564228058 |
128 | 126 | 0.8275833129882812 | 0.4221431612968445 | 0.8196666836738586 | 0.45398926734924316 |
129 | 127 | 0.8274166584014893 | 0.4219974875450134 | 0.8230000138282776 | 0.4463694989681244 |
130 | 128 | 0.8289999961853027 | 0.41993024945259094 | 0.8223333358764648 | 0.4483242630958557 |
131 | 129 | 0.8305833339691162 | 0.42024698853492737 | 0.8246666789054871 | 0.4452638328075409 |
132 | 130 | 0.82833331823349 | 0.4210645258426666 | 0.8243333101272583 | 0.44850248098373413 |
133 | 131 | 0.8319166898727417 | 0.4177602529525757 | 0.8183333277702332 | 0.4571416974067688 |
134 | 132 | 0.8308333158493042 | 0.4185762405395508 | 0.8270000219345093 | 0.4429197311401367 |
135 | 133 | 0.8321666717529297 | 0.41506490111351013 | 0.8186666369438171 | 0.4541434645652771 |
136 | 134 | 0.831333339214325 | 0.4172920286655426 | 0.815666675567627 | 0.451259046792984 |
137 | 135 | 0.8327500224113464 | 0.4152548909187317 | 0.8220000267028809 | 0.45755550265312195 |
138 | 136 | 0.8314999938011169 | 0.4155958592891693 | 0.8286666870117188 | 0.44321802258491516 |
139 | 137 | 0.8326666951179504 | 0.4142398238182068 | 0.8273333311080933 | 0.44350680708885193 |
140 | 138 | 0.8325833082199097 | 0.41387006640434265 | 0.8149999976158142 | 0.46105799078941345 |
141 | 139 | 0.8331666588783264 | 0.41399452090263367 | 0.82833331823349 | 0.43895357847213745 |
142 | 140 | 0.8357499837875366 | 0.4125574231147766 | 0.8109999895095825 | 0.47140923142433167 |
143 | 141 | 0.8305833339691162 | 0.41198986768722534 | 0.824999988079071 | 0.44698140025138855 |
144 | 142 | 0.8334166407585144 | 0.4109375774860382 | 0.8230000138282776 | 0.4436701536178589 |
145 | 143 | 0.8343333601951599 | 0.4101341962814331 | 0.8073333501815796 | 0.4800421893596649 |
146 | 144 | 0.8331666588783264 | 0.4099189341068268 | 0.8226666450500488 | 0.44883304834365845 |
147 | 145 | 0.8347499966621399 | 0.40960660576820374 | 0.8163333535194397 | 0.44911980628967285 |
148 | 146 | 0.8336666822433472 | 0.4076492190361023 | 0.8286666870117188 | 0.4369546175003052 |