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https://github.com/MarcosRodrigoT/ViT-Face-Recognition.git
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4.5 KiB
4.5 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 | 0.5044412612915039 | 2.828429698944092 | 0.7204577326774597 | 0.8692970275878906 | 0.6647382378578186 | 0.7837027311325073 | 1.0061465501785278 | 0.936477541923523 | 0.9873324036598206 | 0.9071956872940063 |
| 3 | 1 | 0.8421162366867065 | 0.7245597839355469 | 0.9566552639007568 | 0.9910308718681335 | 0.9360066652297974 | 0.8924019932746887 | 0.4839460253715515 | 0.9766190648078918 | 0.9957222938537598 | 0.963849663734436 |
| 4 | 2 | 0.9061304330825806 | 0.4162036180496216 | 0.978788435459137 | 0.9959475994110107 | 0.9674435257911682 | 0.933899462223053 | 0.2888556718826294 | 0.9882490634918213 | 0.9979566335678101 | 0.9808204174041748 |
| 5 | 3 | 0.9348474144935608 | 0.2803215980529785 | 0.9875955581665039 | 0.9978038668632507 | 0.9802804589271545 | 0.9474136233329773 | 0.21838736534118652 | 0.9925395250320435 | 0.9988923668861389 | 0.9875679612159729 |
| 6 | 4 | 0.9516826272010803 | 0.20140601694583893 | 0.99233478307724 | 0.9988057613372803 | 0.9873526096343994 | 0.9636204838752747 | 0.1476803421974182 | 0.995849609375 | 0.9994462132453918 | 0.992743194103241 |
| 7 | 5 | 0.962658703327179 | 0.15122036635875702 | 0.9951260685920715 | 0.9993436336517334 | 0.9915807843208313 | 0.970030665397644 | 0.11526346951723099 | 0.9973773956298828 | 0.9997262954711914 | 0.9952257871627808 |
| 8 | 6 | 0.9698299169540405 | 0.11761530488729477 | 0.996909499168396 | 0.999656617641449 | 0.9943767189979553 | 0.9773320555686951 | 0.08726964145898819 | 0.9984531402587891 | 0.9998408555984497 | 0.996893584728241 |
| 9 | 7 | 0.9752572774887085 | 0.09351618587970734 | 0.9980387091636658 | 0.999820351600647 | 0.9961870312690735 | 0.9809413552284241 | 0.07012616842985153 | 0.9992042779922485 | 0.9999681711196899 | 0.9982494711875916 |
| 10 | 8 | 0.9792612195014954 | 0.0765235498547554 | 0.9987742900848389 | 0.9999083876609802 | 0.9973798394203186 | 0.9840795993804932 | 0.05660514906048775 | 0.9994398355484009 | 0.9999681711196899 | 0.9986759424209595 |
| 11 | 9 | 0.9820313453674316 | 0.06444480270147324 | 0.99919193983078 | 0.9999600648880005 | 0.9981245994567871 | 0.985015332698822 | 0.05419314652681351 | 0.9996180534362793 | 0.999993622303009 | 0.9989942312240601 |
| 12 | 10 | 0.9844216108322144 | 0.054814841598272324 | 0.9994914531707764 | 0.99997878074646 | 0.998673141002655 | 0.9872050881385803 | 0.04437025636434555 | 0.9998026490211487 | 1.0 | 0.9993698000907898 |
| 13 | 11 | 0.9862917065620422 | 0.04778851196169853 | 0.9996541142463684 | 0.9999901056289673 | 0.9990150928497314 | 0.9895476698875427 | 0.03730124607682228 | 0.9998854398727417 | 1.0 | 0.9995225667953491 |
| 14 | 12 | 0.9875460863113403 | 0.042636893689632416 | 0.9997605681419373 | 0.9999961256980896 | 0.999241054058075 | 0.9906170964241028 | 0.032722555100917816 | 0.9999363422393799 | 1.0 | 0.9996690154075623 |
| 15 | 13 | 0.9887682795524597 | 0.038302622735500336 | 0.9998284578323364 | 0.9999978542327881 | 0.9994253516197205 | 0.9895667433738708 | 0.03481917828321457 | 0.9999172687530518 | 0.999993622303009 | 0.9996435046195984 |
| 16 | 14 | 0.9897658824920654 | 0.03466902673244476 | 0.9998719692230225 | 0.9999985694885254 | 0.9995275139808655 | 0.9924694895744324 | 0.02594899572432041 | 0.999961793422699 | 1.0 | 0.9997517466545105 |
| 17 | 15 | 0.9904996752738953 | 0.03201822564005852 | 0.9998924732208252 | 0.9999996423721313 | 0.9996092319488525 | 0.990744411945343 | 0.030490176752209663 | 0.9999299645423889 | 1.0 | 0.9996880888938904 |
| 18 | 16 | 0.991253674030304 | 0.029298337176442146 | 0.9999310374259949 | 0.9999996423721313 | 0.9996870160102844 | 0.9921830296516418 | 0.02582458406686783 | 0.9999745488166809 | 1.0 | 0.9997581243515015 |
| 19 | 17 | 0.991923451423645 | 0.02704434096813202 | 0.9999434351921082 | 1.0 | 0.9997220635414124 | 0.9935643672943115 | 0.02145766094326973 | 0.9999363422393799 | 1.0 | 0.9998090267181396 |
| 20 | 18 | 0.9924065470695496 | 0.02545708231627941 | 0.999944806098938 | 0.9999996423721313 | 0.9997464418411255 | 0.9940418004989624 | 0.01996505819261074 | 0.999961793422699 | 1.0 | 0.9998408555984497 |
| 21 | 19 | 0.9929522275924683 | 0.02354452945291996 | 0.9999568462371826 | 1.0 | 0.9997846484184265 | 0.9938316941261292 | 0.020735710859298706 | 0.9999490976333618 | 1.0 | 0.9997962713241577 |
| 22 | 20 | 0.9932354688644409 | 0.02255505509674549 | 0.9999586343765259 | 1.0 | 0.9998037219047546 | 0.9954167604446411 | 0.015650002285838127 | 0.9999809265136719 | 1.0 | 0.9999172687530518 |
| 23 | 21 | 0.9937002062797546 | 0.02080986276268959 | 0.9999681711196899 | 1.0 | 0.9998359084129333 | 0.9952639937400818 | 0.015985960140824318 | 0.9999809265136719 | 1.0 | 0.9999490976333618 |
| 24 | 22 | 0.9940460324287415 | 0.019749460741877556 | 0.999971330165863 | 1.0 | 0.9998387098312378 | 0.995353102684021 | 0.01564055308699608 | 0.9999681711196899 | 1.0 | 0.9999299645423889 |
| 25 | 23 | 0.9942670464515686 | 0.018744397908449173 | 0.999977707862854 | 1.0 | 0.9998733997344971 | 0.9952448606491089 | 0.01479360368102789 | 1.0 | 1.0 | 0.9999299645423889 |
| 26 | 24 | 0.9946118593215942 | 0.017900148406624794 | 0.9999762773513794 | 1.0 | 0.9998723268508911 | 0.9954358339309692 | 0.014946679584681988 | 0.999993622303009 | 1.0 | 0.9999363422393799 |