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https://github.com/MarcosRodrigoT/ViT-Face-Recognition.git
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4.8 KiB
4.8 KiB
| 1 | epoch | accuracy | loss | top-10-accuracy | top-100-accuracy | top-5-accuracy | val_accuracy | val_loss | val_top-10-accuracy | val_top-100-accuracy | val_top-5-accuracy |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2 | 0 | 0.4907640516757965 | 2.949651002883911 | 0.7118712067604065 | 0.868656575679779 | 0.6537961363792419 | 0.7002686262130737 | 1.4239873886108398 | 0.8952919840812683 | 0.9758934378623962 | 0.853851854801178 |
| 3 | 1 | 0.795885443687439 | 0.9672361016273499 | 0.9348357319831848 | 0.9854981303215027 | 0.9071050882339478 | 0.8360090255737305 | 0.7465912103652954 | 0.9546831846237183 | 0.9909353852272034 | 0.9332756400108337 |
| 4 | 2 | 0.8633260726928711 | 0.6249759793281555 | 0.9625975489616394 | 0.9924740791320801 | 0.9446355700492859 | 0.8706443309783936 | 0.5745269060134888 | 0.9690758585929871 | 0.994270920753479 | 0.952448844909668 |
| 5 | 3 | 0.8968734741210938 | 0.46120527386665344 | 0.9748672246932983 | 0.9952197670936584 | 0.9618654847145081 | 0.902364194393158 | 0.4231894016265869 | 0.9791271686553955 | 0.9963652491569519 | 0.9674080610275269 |
| 6 | 4 | 0.9181494116783142 | 0.36037951707839966 | 0.9819280505180359 | 0.9967595338821411 | 0.9721487760543823 | 0.9246756434440613 | 0.32385993003845215 | 0.985480010509491 | 0.9976319670677185 | 0.9770964980125427 |
| 7 | 5 | 0.9327888488769531 | 0.2913418114185333 | 0.9865629076957703 | 0.997750461101532 | 0.9787262082099915 | 0.9336193799972534 | 0.27826163172721863 | 0.9886055588722229 | 0.998383104801178 | 0.9815842509269714 |
| 8 | 6 | 0.9436453580856323 | 0.24069969356060028 | 0.989750325679779 | 0.9983972907066345 | 0.9834964871406555 | 0.931856095790863 | 0.2713744342327118 | 0.9899677634239197 | 0.9985804557800293 | 0.9825645685195923 |
| 9 | 7 | 0.9521682262420654 | 0.20128048956394196 | 0.9921678304672241 | 0.9988619685173035 | 0.9871729612350464 | 0.9549760222434998 | 0.18512850999832153 | 0.9941691160202026 | 0.9992679357528687 | 0.9899550676345825 |
| 10 | 8 | 0.9589677453041077 | 0.1698894202709198 | 0.9939650893211365 | 0.9991915822029114 | 0.9898921251296997 | 0.9510611295700073 | 0.1860179901123047 | 0.9949711561203003 | 0.9993952512741089 | 0.9903051853179932 |
| 11 | 9 | 0.9644138216972351 | 0.14514721930027008 | 0.9954121708869934 | 0.9994133114814758 | 0.9920172095298767 | 0.9577195644378662 | 0.1596861630678177 | 0.9961488246917725 | 0.9995161890983582 | 0.9926095008850098 |
| 12 | 10 | 0.9689231514930725 | 0.12475422024726868 | 0.9964313507080078 | 0.9996000528335571 | 0.993649959564209 | 0.955058753490448 | 0.1626364290714264 | 0.9965816736221313 | 0.9996753334999084 | 0.9926795363426208 |
| 13 | 11 | 0.9727602005004883 | 0.10766829550266266 | 0.9972864985466003 | 0.9997209906578064 | 0.9950493574142456 | 0.9752568602561951 | 0.09437419474124908 | 0.9983195066452026 | 0.9998599290847778 | 0.9966517090797424 |
| 14 | 12 | 0.9758743643760681 | 0.09373524785041809 | 0.9979273080825806 | 0.9997881650924683 | 0.996117353439331 | 0.973614513874054 | 0.09697101265192032 | 0.9983958601951599 | 0.9999045133590698 | 0.9966962337493896 |
| 15 | 13 | 0.9786292910575867 | 0.08203183114528656 | 0.9984199404716492 | 0.9998556971549988 | 0.996892511844635 | 0.9755051136016846 | 0.08805303275585175 | 0.9986759424209595 | 0.9999172687530518 | 0.9971482157707214 |
| 16 | 14 | 0.9808819890022278 | 0.07264290004968643 | 0.9987650513648987 | 0.9999023675918579 | 0.9975138902664185 | 0.976300835609436 | 0.08455612510442734 | 0.998968780040741 | 0.9999745488166809 | 0.9976256489753723 |
| 17 | 15 | 0.9828794002532959 | 0.06430379301309586 | 0.9990943074226379 | 0.9999317526817322 | 0.9980705380439758 | 0.977268397808075 | 0.07780636847019196 | 0.9992552399635315 | 0.9999809265136719 | 0.9981221556663513 |
| 18 | 16 | 0.9845736622810364 | 0.05719618871808052 | 0.9993026256561279 | 0.9999561309814453 | 0.998477578163147 | 0.9778603911399841 | 0.0757608637213707 | 0.9992616176605225 | 0.9999809265136719 | 0.9982303380966187 |
| 19 | 17 | 0.9859727025032043 | 0.051699280738830566 | 0.9994804859161377 | 0.9999752640724182 | 0.9987739324569702 | 0.9787770509719849 | 0.07049136608839035 | 0.9994907379150391 | 0.9999809265136719 | 0.9985740780830383 |
| 20 | 18 | 0.9872153997421265 | 0.04683251306414604 | 0.9995855093002319 | 0.9999851584434509 | 0.9990158081054688 | 0.9792226552963257 | 0.06943082809448242 | 0.9995735287666321 | 0.9999872446060181 | 0.9986441135406494 |
| 21 | 19 | 0.9882335662841797 | 0.04242420196533203 | 0.9997022151947021 | 0.9999908208847046 | 0.9992198348045349 | 0.9825581908226013 | 0.05836047977209091 | 0.9996626377105713 | 0.999993622303009 | 0.9990515112876892 |
| 22 | 20 | 0.9891318082809448 | 0.039091356098651886 | 0.9997729659080505 | 0.9999939799308777 | 0.9993308782577515 | 0.9775166511535645 | 0.07386624068021774 | 0.9995289444923401 | 0.999993622303009 | 0.9984404444694519 |
| 23 | 21 | 0.9898553490638733 | 0.03624232858419418 | 0.999825656414032 | 0.9999982118606567 | 0.999459981918335 | 0.9878098368644714 | 0.04147448390722275 | 0.9998790621757507 | 1.0 | 0.99949711561203 |
| 24 | 22 | 0.9906644821166992 | 0.03344619646668434 | 0.999862790107727 | 0.9999974966049194 | 0.9995526671409607 | 0.9770392179489136 | 0.07516016811132431 | 0.9995862245559692 | 1.0 | 0.9984785914421082 |
| 25 | 23 | 0.991235613822937 | 0.03114890120923519 | 0.9999006390571594 | 0.9999978542327881 | 0.9996435046195984 | 0.9889938235282898 | 0.03747271001338959 | 0.9998981356620789 | 1.0 | 0.9996180534362793 |
| 26 | 24 | 0.9917523264884949 | 0.029260696843266487 | 0.9999108910560608 | 0.9999985694885254 | 0.9996809959411621 | 0.9876443147659302 | 0.041266944259405136 | 0.9999045133590698 | 1.0 | 0.9995671510696411 |