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train_loss float64 0.67 1.38 | val_loss float64 0.45 1.28 | train_acc float64 0.28 0.79 | val_acc float64 0.42 0.92 | train_f1 float64 0.28 0.79 | val_f1 float64 0.39 0.93 | val_f1_ema float64 0 0.91 | l_wc float64 0 0 | l_qmf float64 0 0 | l_norm float64 0 0 | lambda_wc float64 0 0 | lr float64 0 0 |
|---|---|---|---|---|---|---|---|---|---|---|---|
0.854012 | 0.499397 | 0.630275 | 0.885017 | 0.627684 | 0.889663 | 0.869374 | 0.002457 | 0.000215 | 0.002242 | 0.000838 | 0.000087 |
0.76388 | 0.518117 | 0.683314 | 0.867596 | 0.682763 | 0.875974 | 0.869374 | 0.002462 | 0.000216 | 0.002246 | 0.0008 | 0.000083 |
0.81142 | 0.513833 | 0.702284 | 0.881533 | 0.704059 | 0.884468 | 0.869374 | 0.002465 | 0.000217 | 0.002248 | 0.000762 | 0.000079 |
0.884197 | 0.497429 | 0.633759 | 0.881533 | 0.631359 | 0.885062 | 0.869374 | 0.002483 | 0.000218 | 0.002264 | 0.000725 | 0.000075 |
0.791442 | 0.516378 | 0.688734 | 0.87108 | 0.689449 | 0.872257 | 0.869374 | 0.002502 | 0.00022 | 0.002282 | 0.000689 | 0.000071 |
0.839524 | 0.524885 | 0.682153 | 0.857143 | 0.679444 | 0.857912 | 0.869374 | 0.002514 | 0.000221 | 0.002293 | 0.000653 | 0.000067 |
0.77843 | 0.496256 | 0.699574 | 0.885017 | 0.70231 | 0.889964 | 0.872446 | 0.002522 | 0.000222 | 0.0023 | 0.000618 | 0.000064 |
0.836786 | 0.510783 | 0.678668 | 0.87108 | 0.681934 | 0.875467 | 0.866377 | 0.002532 | 0.000223 | 0.002309 | 0.000584 | 0.00006 |
0.798226 | 0.498041 | 0.633759 | 0.89547 | 0.631296 | 0.89884 | 0.866377 | 0.00254 | 0.000224 | 0.002316 | 0.00055 | 0.000057 |
0.832108 | 0.525014 | 0.69338 | 0.857143 | 0.693133 | 0.860624 | 0.866377 | 0.002536 | 0.000224 | 0.002312 | 0.000518 | 0.000054 |
0.849686 | 0.503729 | 0.6988 | 0.881533 | 0.696085 | 0.883166 | 0.866377 | 0.00255 | 0.000225 | 0.002325 | 0.000486 | 0.00005 |
0.787587 | 0.483774 | 0.711576 | 0.89547 | 0.71155 | 0.898901 | 0.866377 | 0.002556 | 0.000226 | 0.00233 | 0.000455 | 0.000047 |
0.83682 | 0.511856 | 0.686411 | 0.878049 | 0.688289 | 0.883443 | 0.866377 | 0.002556 | 0.000226 | 0.00233 | 0.000424 | 0.000044 |
0.810165 | 0.486346 | 0.656214 | 0.881533 | 0.655674 | 0.884978 | 0.866377 | 0.002564 | 0.000226 | 0.002338 | 0.000395 | 0.000041 |
0.846351 | 0.501764 | 0.647696 | 0.878049 | 0.645546 | 0.883724 | 0.866377 | 0.002575 | 0.000227 | 0.002347 | 0.000366 | 0.000038 |
0.851255 | 0.509248 | 0.645761 | 0.878049 | 0.642821 | 0.881719 | 0.866377 | 0.002583 | 0.000228 | 0.002356 | 0.000339 | 0.000035 |
0.802692 | 0.500601 | 0.691831 | 0.885017 | 0.68902 | 0.887907 | 0.866377 | 0.002593 | 0.000229 | 0.002364 | 0.000312 | 0.000032 |
0.788614 | 0.493109 | 0.673248 | 0.885017 | 0.67244 | 0.889918 | 0.866377 | 0.002596 | 0.000229 | 0.002367 | 0.000286 | 0.00003 |
0.795892 | 0.499328 | 0.687573 | 0.878049 | 0.686763 | 0.881901 | 0.866377 | 0.0026 | 0.000229 | 0.002371 | 0.000262 | 0.000027 |
0.762002 | 0.50018 | 0.74487 | 0.878049 | 0.743659 | 0.883788 | 0.866377 | 0.002601 | 0.000229 | 0.002371 | 0.000238 | 0.000025 |
0.826366 | 0.496267 | 0.676732 | 0.888502 | 0.679155 | 0.892885 | 0.866377 | 0.002605 | 0.00023 | 0.002375 | 0.000215 | 0.000022 |
0.817035 | 0.498437 | 0.716609 | 0.878049 | 0.716133 | 0.881617 | 0.866377 | 0.002609 | 0.00023 | 0.002379 | 0.000194 | 0.00002 |
0.769096 | 0.487043 | 0.728997 | 0.888502 | 0.727032 | 0.891188 | 0.869483 | 0.002615 | 0.000231 | 0.002385 | 0.000173 | 0.000018 |
0.812584 | 0.4836 | 0.687185 | 0.888502 | 0.68565 | 0.890984 | 0.869483 | 0.002619 | 0.000231 | 0.002388 | 0.000154 | 0.000016 |
0.742736 | 0.484799 | 0.69067 | 0.891986 | 0.688239 | 0.896008 | 0.869483 | 0.002617 | 0.000231 | 0.002386 | 0.000136 | 0.000014 |
0.798383 | 0.481965 | 0.719319 | 0.885017 | 0.72143 | 0.889862 | 0.872498 | 0.002612 | 0.000231 | 0.002382 | 0.000118 | 0.000012 |
0.813851 | 0.482605 | 0.669764 | 0.888502 | 0.668538 | 0.892848 | 0.872498 | 0.002608 | 0.00023 | 0.002378 | 0.000102 | 0.000011 |
0.818318 | 0.488367 | 0.684088 | 0.885017 | 0.683161 | 0.889862 | 0.872498 | 0.002612 | 0.000231 | 0.002381 | 0.000087 | 0.000009 |
0.807401 | 0.486004 | 0.642664 | 0.881533 | 0.640457 | 0.886833 | 0.872498 | 0.002616 | 0.000231 | 0.002385 | 0.000073 | 0.000008 |
0.844502 | 0.49301 | 0.663569 | 0.881533 | 0.663325 | 0.886833 | 0.872498 | 0.002618 | 0.000231 | 0.002387 | 0.000061 | 0.000006 |
0.800725 | 0.485916 | 0.672087 | 0.888502 | 0.670159 | 0.892885 | 0.872498 | 0.002621 | 0.000231 | 0.002389 | 0.000049 | 0.000005 |
0.786361 | 0.488381 | 0.660859 | 0.888502 | 0.660568 | 0.892848 | 0.872498 | 0.002622 | 0.000231 | 0.002391 | 0.000039 | 0.000004 |
0.800882 | 0.495334 | 0.674022 | 0.878049 | 0.671691 | 0.883755 | 0.872498 | 0.002623 | 0.000232 | 0.002392 | 0.00003 | 0.000003 |
0.832107 | 0.503234 | 0.646922 | 0.881533 | 0.64723 | 0.886813 | 0.872498 | 0.002624 | 0.000232 | 0.002392 | 0.000022 | 0.000002 |
0.854824 | 0.499267 | 0.67441 | 0.881533 | 0.67422 | 0.886813 | 0.872498 | 0.002624 | 0.000232 | 0.002392 | 0.000015 | 0.000002 |
0.795977 | 0.488787 | 0.700736 | 0.885017 | 0.699712 | 0.889833 | 0.872498 | 0.002625 | 0.000232 | 0.002393 | 0.00001 | 0.000001 |
0.818602 | 0.4961 | 0.668215 | 0.874564 | 0.666409 | 0.880686 | 0.872498 | 0.002625 | 0.000232 | 0.002393 | 0.000006 | 0.000001 |
0.82329 | 0.486465 | 0.631823 | 0.885017 | 0.631773 | 0.889862 | 0.872498 | 0.002625 | 0.000232 | 0.002393 | 0.000002 | 0 |
0.82376 | 0.483875 | 0.661634 | 0.888502 | 0.660901 | 0.892848 | 0.872498 | 0.002625 | 0.000232 | 0.002393 | 0.000001 | 0 |
0.821418 | 0.485005 | 0.705381 | 0.888502 | 0.704161 | 0.892969 | 0.872498 | 0.002625 | 0.000232 | 0.002393 | 0 | 0 |
1.371011 | 1.25043 | 0.281456 | 0.554007 | 0.281524 | 0.478716 | 0 | 0 | 0 | 0 | 0 | 0.000017 |
1.351253 | 1.17391 | 0.330623 | 0.58885 | 0.321243 | 0.532516 | 0 | 0 | 0 | 0 | 0 | 0.000031 |
1.318404 | 1.088859 | 0.365079 | 0.599303 | 0.35492 | 0.564298 | 0 | 0 | 0 | 0 | 0 | 0.000054 |
1.295041 | 1.096222 | 0.379017 | 0.581882 | 0.366025 | 0.553155 | 0 | 0 | 0 | 0 | 0 | 0.000084 |
1.293085 | 1.083749 | 0.391405 | 0.599303 | 0.378152 | 0.561091 | 0 | 0 | 0 | 0 | 0 | 0.000119 |
1.289143 | 1.090481 | 0.402633 | 0.571429 | 0.385875 | 0.515915 | 0.53901 | 0 | 0 | 0 | 0 | 0.000156 |
1.288723 | 1.045397 | 0.407666 | 0.606272 | 0.386543 | 0.580684 | 0.535831 | 0 | 0 | 0 | 0 | 0.000194 |
1.261265 | 1.056893 | 0.392567 | 0.599303 | 0.375495 | 0.556523 | 0.556794 | 0 | 0 | 0 | 0 | 0.000229 |
1.257717 | 1.085097 | 0.400697 | 0.595819 | 0.381808 | 0.537081 | 0.544456 | 0 | 0 | 0 | 0 | 0.000258 |
1.252957 | 1.014936 | 0.430894 | 0.606272 | 0.414196 | 0.549733 | 0.569541 | 0 | 0 | 0 | 0 | 0.000281 |
1.224394 | 0.989184 | 0.456833 | 0.592334 | 0.438898 | 0.527119 | 0.550847 | 0 | 0 | 0 | 0 | 0.000295 |
1.212838 | 0.942048 | 0.445219 | 0.616725 | 0.4299 | 0.580864 | 0.573016 | 0 | 0 | 0 | 0 | 0.0003 |
1.212047 | 0.903797 | 0.457995 | 0.675958 | 0.441029 | 0.667169 | 0.584978 | 0 | 0 | 0 | 0 | 0.0003 |
1.159197 | 0.868003 | 0.464189 | 0.700348 | 0.449245 | 0.69198 | 0.599232 | 0 | 0 | 0 | 0 | 0.0003 |
1.188016 | 0.879735 | 0.476578 | 0.620209 | 0.463898 | 0.594339 | 0.621347 | 0 | 0 | 0 | 0 | 0.000299 |
1.144113 | 0.834597 | 0.499032 | 0.686411 | 0.48456 | 0.6817 | 0.63557 | 0 | 0 | 0 | 0 | 0.000299 |
1.161586 | 0.839534 | 0.463802 | 0.69338 | 0.454508 | 0.686643 | 0.65001 | 0 | 0 | 0 | 0 | 0.000298 |
1.134897 | 0.830081 | 0.505614 | 0.724739 | 0.496852 | 0.72484 | 0.657865 | 0 | 0 | 0 | 0 | 0.000298 |
1.116161 | 0.791551 | 0.487418 | 0.731707 | 0.480177 | 0.737505 | 0.685849 | 0 | 0 | 0 | 0 | 0.000297 |
1.089164 | 0.860905 | 0.514905 | 0.655052 | 0.506234 | 0.653222 | 0.680714 | 0 | 0 | 0 | 0 | 0.000296 |
1.102 | 0.868335 | 0.489741 | 0.637631 | 0.480138 | 0.622355 | 0.699603 | 0 | 0 | 0 | 0 | 0.000295 |
1.095732 | 0.7938 | 0.492838 | 0.686411 | 0.491192 | 0.682278 | 0.703733 | 0 | 0 | 0 | 0 | 0.000294 |
1.053662 | 0.761108 | 0.533488 | 0.752613 | 0.529506 | 0.752453 | 0.701286 | 0 | 0 | 0 | 0 | 0.000292 |
1.102166 | 0.862507 | 0.518389 | 0.637631 | 0.511055 | 0.628625 | 0.696099 | 0 | 0 | 0 | 0 | 0.000291 |
1.042547 | 0.765975 | 0.526907 | 0.672474 | 0.521853 | 0.660428 | 0.708659 | 0 | 0 | 0 | 0 | 0.000289 |
1.068518 | 0.810883 | 0.519551 | 0.66899 | 0.510011 | 0.672778 | 0.710286 | 0 | 0 | 0 | 0 | 0.000288 |
1.038216 | 0.772771 | 0.529617 | 0.703833 | 0.524082 | 0.695805 | 0.695411 | 0 | 0 | 0 | 0 | 0.000286 |
1.090141 | 0.734662 | 0.487805 | 0.766551 | 0.480418 | 0.761123 | 0.700502 | 0 | 0 | 0 | 0 | 0.000284 |
1.010243 | 0.732745 | 0.593496 | 0.696864 | 0.588882 | 0.680346 | 0.720153 | 0 | 0 | 0 | 0 | 0.000282 |
1.108792 | 0.736605 | 0.514905 | 0.763066 | 0.51348 | 0.765977 | 0.728532 | 0 | 0 | 0 | 0 | 0.00028 |
1.020936 | 0.684285 | 0.55362 | 0.783972 | 0.547835 | 0.778898 | 0.728532 | 0 | 0 | 0 | 0 | 0.000278 |
1.076381 | 0.790751 | 0.522261 | 0.759582 | 0.517262 | 0.762052 | 0.732977 | 0 | 0 | 0 | 0 | 0.000275 |
1.049667 | 0.773579 | 0.523035 | 0.69338 | 0.513688 | 0.665702 | 0.732977 | 0 | 0 | 0 | 0 | 0.000273 |
1.009187 | 0.732424 | 0.56988 | 0.749129 | 0.567804 | 0.736333 | 0.7458 | 0 | 0 | 0 | 0 | 0.00027 |
0.989746 | 0.679949 | 0.587689 | 0.738676 | 0.583162 | 0.72507 | 0.753578 | 0 | 0 | 0 | 0 | 0.000268 |
1.001259 | 0.691512 | 0.557104 | 0.770035 | 0.552316 | 0.754488 | 0.74839 | 0 | 0 | 0 | 0 | 0.000265 |
1.042293 | 0.68477 | 0.500968 | 0.787456 | 0.493748 | 0.787779 | 0.757514 | 0 | 0 | 0 | 0 | 0.000262 |
1.035783 | 0.714479 | 0.572977 | 0.763066 | 0.566744 | 0.767008 | 0.760376 | 0 | 0 | 0 | 0 | 0.000259 |
0.999294 | 0.710008 | 0.552458 | 0.731707 | 0.552265 | 0.712203 | 0.769098 | 0 | 0 | 0 | 0 | 0.000256 |
1.012858 | 0.692971 | 0.555556 | 0.738676 | 0.550397 | 0.71264 | 0.765461 | 0 | 0 | 0 | 0 | 0.000253 |
1.025236 | 0.659961 | 0.563686 | 0.808362 | 0.557685 | 0.802967 | 0.77467 | 0 | 0 | 0 | 0 | 0.00025 |
1.007134 | 0.689702 | 0.580333 | 0.74216 | 0.573167 | 0.721496 | 0.774531 | 0 | 0 | 0 | 0 | 0.000246 |
1.014229 | 0.664707 | 0.544715 | 0.811847 | 0.538404 | 0.806344 | 0.780557 | 0 | 0 | 0 | 0 | 0.000243 |
0.979602 | 0.658015 | 0.578397 | 0.794425 | 0.570448 | 0.796055 | 0.790778 | 0 | 0 | 0 | 0 | 0.000239 |
0.947936 | 0.726584 | 0.611692 | 0.731707 | 0.606922 | 0.734477 | 0.790738 | 0 | 0 | 0 | 0 | 0.000236 |
0.922136 | 0.629575 | 0.608982 | 0.839721 | 0.603518 | 0.833007 | 0.793619 | 0 | 0 | 0 | 0 | 0.000232 |
0.954899 | 0.6295 | 0.600852 | 0.811847 | 0.597502 | 0.806724 | 0.796493 | 0 | 0 | 0 | 0 | 0.000229 |
0.993894 | 0.651422 | 0.58072 | 0.759582 | 0.576043 | 0.742281 | 0.795339 | 0 | 0 | 0 | 0 | 0.000225 |
0.975947 | 0.646953 | 0.561363 | 0.832753 | 0.559577 | 0.836455 | 0.801019 | 0 | 0 | 0 | 0 | 0.000221 |
0.91451 | 0.579867 | 0.560976 | 0.797909 | 0.55554 | 0.786515 | 0.798723 | 0 | 0 | 0 | 0 | 0.000217 |
0.988274 | 0.611648 | 0.599303 | 0.815331 | 0.596044 | 0.812977 | 0.807229 | 0 | 0 | 0 | 0 | 0.000213 |
0.963471 | 0.638426 | 0.571429 | 0.825784 | 0.568231 | 0.825218 | 0.807779 | 0 | 0 | 0 | 0 | 0.000209 |
0.949433 | 0.643773 | 0.60511 | 0.825784 | 0.601195 | 0.819164 | 0.808784 | 0 | 0 | 0 | 0 | 0.000205 |
0.851159 | 0.579535 | 0.655439 | 0.8223 | 0.653728 | 0.829066 | 0.83089 | 0 | 0 | 0 | 0 | 0.000201 |
0.862093 | 0.592775 | 0.646922 | 0.829268 | 0.644904 | 0.829585 | 0.829875 | 0 | 0 | 0 | 0 | 0.000197 |
0.895697 | 0.601828 | 0.650794 | 0.8223 | 0.649978 | 0.828015 | 0.839693 | 0 | 0 | 0 | 0 | 0.000193 |
0.885906 | 0.659079 | 0.650019 | 0.794425 | 0.651347 | 0.796223 | 0.846533 | 0 | 0 | 0 | 0 | 0.000189 |
0.913629 | 0.563345 | 0.629501 | 0.850174 | 0.627819 | 0.849142 | 0.83775 | 0 | 0 | 0 | 0 | 0.000184 |
0.876082 | 0.566872 | 0.632598 | 0.839721 | 0.632468 | 0.841704 | 0.833956 | 0 | 0 | 0 | 0 | 0.00018 |
0.914909 | 0.63527 | 0.598142 | 0.783972 | 0.594701 | 0.782784 | 0.852674 | 0 | 0 | 0 | 0 | 0.000176 |
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