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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 |
|---|---|---|---|---|---|---|---|---|---|---|---|
0.778071 | 0.467863 | 0.719706 | 0.916376 | 0.717884 | 0.92399 | 0.90541 | 0 | 0 | 0 | 0 | 0.000022 |
0.673913 | 0.470352 | 0.787069 | 0.912892 | 0.7883 | 0.920901 | 0.909951 | 0 | 0 | 0 | 0 | 0.00002 |
0.761403 | 0.459388 | 0.704607 | 0.916376 | 0.706269 | 0.92399 | 0.908328 | 0 | 0 | 0 | 0 | 0.000018 |
0.762841 | 0.455717 | 0.706156 | 0.902439 | 0.703913 | 0.907031 | 0.908328 | 0 | 0 | 0 | 0 | 0.000016 |
0.75428 | 0.459694 | 0.735966 | 0.909408 | 0.734915 | 0.916259 | 0.908328 | 0 | 0 | 0 | 0 | 0.000014 |
0.688602 | 0.453138 | 0.701123 | 0.912892 | 0.70149 | 0.919403 | 0.908328 | 0 | 0 | 0 | 0 | 0.000012 |
0.719364 | 0.459184 | 0.678668 | 0.916376 | 0.679447 | 0.92399 | 0.91313 | 0 | 0 | 0 | 0 | 0.000011 |
0.823598 | 0.462591 | 0.665118 | 0.912892 | 0.667755 | 0.919332 | 0.91313 | 0 | 0 | 0 | 0 | 0.000009 |
0.733489 | 0.446711 | 0.722029 | 0.916376 | 0.724989 | 0.92399 | 0.91313 | 0 | 0 | 0 | 0 | 0.000008 |
0.767942 | 0.457179 | 0.71235 | 0.916376 | 0.710333 | 0.92399 | 0.91313 | 0 | 0 | 0 | 0 | 0.000006 |
0.794866 | 0.458678 | 0.715447 | 0.902439 | 0.717137 | 0.90864 | 0.91313 | 0 | 0 | 0 | 0 | 0.000005 |
0.693441 | 0.458649 | 0.697251 | 0.912892 | 0.698966 | 0.919332 | 0.91313 | 0 | 0 | 0 | 0 | 0.000004 |
0.787987 | 0.455926 | 0.729772 | 0.902439 | 0.728115 | 0.90864 | 0.91313 | 0 | 0 | 0 | 0 | 0.000003 |
0.747111 | 0.44893 | 0.732482 | 0.916376 | 0.733204 | 0.92399 | 0.91313 | 0 | 0 | 0 | 0 | 0.000002 |
0.802262 | 0.452019 | 0.643051 | 0.902439 | 0.642415 | 0.907146 | 0.91313 | 0 | 0 | 0 | 0 | 0.000002 |
0.779774 | 0.459166 | 0.722803 | 0.905923 | 0.725705 | 0.913179 | 0.91313 | 0 | 0 | 0 | 0 | 0.000001 |
0.77114 | 0.465728 | 0.704607 | 0.909408 | 0.706936 | 0.916259 | 0.91313 | 0 | 0 | 0 | 0 | 0.000001 |
0.72685 | 0.45725 | 0.715834 | 0.909408 | 0.714454 | 0.914502 | 0.91313 | 0 | 0 | 0 | 0 | 0 |
0.746533 | 0.454641 | 0.670538 | 0.909408 | 0.66871 | 0.917939 | 0.91313 | 0 | 0 | 0 | 0 | 0 |
0.750293 | 0.452431 | 0.677894 | 0.912892 | 0.67431 | 0.920901 | 0.91313 | 0 | 0 | 0 | 0 | 0 |
1.377422 | 1.280871 | 0.29307 | 0.526132 | 0.275189 | 0.428887 | 0 | 0 | 0 | 0 | 0.0003 | 0.000017 |
1.349951 | 1.17779 | 0.316299 | 0.554007 | 0.301845 | 0.496941 | 0 | 0 | 0 | 0 | 0.0006 | 0.000031 |
1.31532 | 1.114431 | 0.344561 | 0.585366 | 0.331443 | 0.5537 | 0 | 0 | 0 | 0 | 0.0009 | 0.000054 |
1.305858 | 1.069623 | 0.385598 | 0.602787 | 0.371571 | 0.570838 | 0 | 0 | 0 | 0 | 0.0012 | 0.000084 |
1.29209 | 1.065515 | 0.380178 | 0.602787 | 0.364523 | 0.572379 | 0 | 0.000002 | 0 | 0.000001 | 0.0015 | 0.000119 |
1.277816 | 1.091635 | 0.414247 | 0.554007 | 0.392946 | 0.493176 | 0.546924 | 0.000004 | 0.000001 | 0.000003 | 0.0018 | 0.000156 |
1.283775 | 1.067341 | 0.411924 | 0.609756 | 0.392247 | 0.587103 | 0.548495 | 0.000009 | 0.000001 | 0.000007 | 0.0021 | 0.000194 |
1.261918 | 1.141805 | 0.40573 | 0.54007 | 0.380902 | 0.501602 | 0.518262 | 0.000019 | 0.000002 | 0.000017 | 0.0024 | 0.000229 |
1.247762 | 1.050336 | 0.43012 | 0.620209 | 0.407709 | 0.581899 | 0.534381 | 0.000035 | 0.000004 | 0.000031 | 0.0027 | 0.000258 |
1.256594 | 1.023848 | 0.451026 | 0.655052 | 0.431266 | 0.627751 | 0.559491 | 0.00005 | 0.000005 | 0.000045 | 0.003 | 0.000281 |
1.212782 | 0.973999 | 0.441347 | 0.606272 | 0.426156 | 0.583222 | 0.5789 | 0.000093 | 0.000009 | 0.000084 | 0.002999 | 0.000295 |
1.209863 | 0.91461 | 0.467286 | 0.66899 | 0.450385 | 0.651048 | 0.56975 | 0.000129 | 0.000012 | 0.000118 | 0.002998 | 0.0003 |
1.161467 | 0.963232 | 0.492063 | 0.637631 | 0.478113 | 0.596212 | 0.594523 | 0.000185 | 0.000015 | 0.00017 | 0.002994 | 0.0003 |
1.147939 | 0.884442 | 0.488192 | 0.644599 | 0.477672 | 0.619317 | 0.615239 | 0.000238 | 0.000019 | 0.000219 | 0.00299 | 0.0003 |
1.147336 | 0.878672 | 0.465738 | 0.679443 | 0.458418 | 0.667376 | 0.624383 | 0.000307 | 0.000024 | 0.000282 | 0.002985 | 0.000299 |
1.130188 | 0.828092 | 0.483159 | 0.686411 | 0.478361 | 0.673283 | 0.667718 | 0.000355 | 0.000028 | 0.000327 | 0.002978 | 0.000299 |
1.117921 | 1.006099 | 0.507549 | 0.547038 | 0.496058 | 0.540557 | 0.660839 | 0.000414 | 0.000033 | 0.000381 | 0.00297 | 0.000298 |
1.11505 | 0.781065 | 0.508711 | 0.703833 | 0.503637 | 0.711437 | 0.6625 | 0.000457 | 0.000035 | 0.000421 | 0.002961 | 0.000298 |
1.104022 | 0.886992 | 0.493225 | 0.689895 | 0.48567 | 0.673722 | 0.66819 | 0.000508 | 0.000039 | 0.000468 | 0.002951 | 0.000297 |
1.140152 | 1.011499 | 0.499032 | 0.634146 | 0.490542 | 0.581292 | 0.66968 | 0.000561 | 0.000043 | 0.000517 | 0.002939 | 0.000296 |
1.103037 | 0.843894 | 0.496322 | 0.714286 | 0.488252 | 0.716425 | 0.683392 | 0.000605 | 0.000046 | 0.000558 | 0.002927 | 0.000295 |
1.101874 | 0.825666 | 0.509872 | 0.724739 | 0.502982 | 0.720973 | 0.685866 | 0.000654 | 0.00005 | 0.000604 | 0.002913 | 0.000294 |
1.091837 | 0.901974 | 0.501355 | 0.651568 | 0.495559 | 0.632825 | 0.700403 | 0.000726 | 0.000056 | 0.00067 | 0.002898 | 0.000292 |
1.029294 | 0.767273 | 0.57259 | 0.731707 | 0.568593 | 0.726326 | 0.705502 | 0.000748 | 0.000057 | 0.000691 | 0.002882 | 0.000291 |
1.068953 | 0.750699 | 0.538908 | 0.703833 | 0.531605 | 0.688241 | 0.708294 | 0.000782 | 0.00006 | 0.000722 | 0.002864 | 0.000289 |
1.083293 | 0.820298 | 0.510647 | 0.721254 | 0.508031 | 0.731958 | 0.709385 | 0.000834 | 0.000064 | 0.00077 | 0.002846 | 0.000288 |
1.04057 | 0.744704 | 0.560588 | 0.738676 | 0.554052 | 0.728512 | 0.704974 | 0.000885 | 0.000068 | 0.000818 | 0.002827 | 0.000286 |
1.054655 | 0.793748 | 0.530004 | 0.686411 | 0.52547 | 0.663161 | 0.716045 | 0.000946 | 0.000072 | 0.000874 | 0.002806 | 0.000284 |
1.044799 | 0.832067 | 0.566783 | 0.641115 | 0.562964 | 0.650067 | 0.715775 | 0.000993 | 0.000076 | 0.000917 | 0.002785 | 0.000282 |
0.965515 | 0.773158 | 0.577623 | 0.710801 | 0.574618 | 0.716846 | 0.737153 | 0.001048 | 0.000081 | 0.000967 | 0.002762 | 0.00028 |
1.036799 | 0.775227 | 0.504452 | 0.738676 | 0.494276 | 0.741052 | 0.733465 | 0.001096 | 0.000084 | 0.001011 | 0.002738 | 0.000278 |
1.038182 | 0.711396 | 0.490902 | 0.759582 | 0.483983 | 0.760999 | 0.738696 | 0.001144 | 0.000089 | 0.001056 | 0.002714 | 0.000275 |
1.023589 | 0.780894 | 0.536973 | 0.735192 | 0.529623 | 0.72907 | 0.74953 | 0.001215 | 0.000095 | 0.001121 | 0.002688 | 0.000273 |
1.019454 | 0.70871 | 0.565621 | 0.766551 | 0.561587 | 0.764709 | 0.741733 | 0.001252 | 0.000098 | 0.001154 | 0.002661 | 0.00027 |
0.999015 | 0.743798 | 0.554781 | 0.738676 | 0.548618 | 0.732741 | 0.741173 | 0.001271 | 0.0001 | 0.001171 | 0.002634 | 0.000268 |
0.96676 | 0.649393 | 0.57259 | 0.801394 | 0.569701 | 0.798876 | 0.755263 | 0.001292 | 0.000102 | 0.00119 | 0.002605 | 0.000265 |
1.000912 | 0.674851 | 0.554781 | 0.818815 | 0.551276 | 0.821515 | 0.756209 | 0.001326 | 0.000105 | 0.001222 | 0.002576 | 0.000262 |
0.975377 | 0.65517 | 0.557104 | 0.777003 | 0.555766 | 0.766617 | 0.763007 | 0.001368 | 0.000109 | 0.001259 | 0.002545 | 0.000259 |
1.007336 | 0.703044 | 0.566009 | 0.777003 | 0.55956 | 0.768063 | 0.782209 | 0.001389 | 0.000111 | 0.001278 | 0.002514 | 0.000256 |
0.989984 | 0.667527 | 0.577623 | 0.738676 | 0.572885 | 0.716211 | 0.792312 | 0.001415 | 0.000113 | 0.001301 | 0.002482 | 0.000253 |
1.003363 | 0.715155 | 0.562137 | 0.731707 | 0.557822 | 0.716734 | 0.794644 | 0.001452 | 0.000117 | 0.001335 | 0.00245 | 0.00025 |
0.98394 | 0.751633 | 0.566396 | 0.724739 | 0.558916 | 0.725925 | 0.794151 | 0.001488 | 0.00012 | 0.001368 | 0.002416 | 0.000246 |
0.964164 | 0.661232 | 0.586527 | 0.783972 | 0.585315 | 0.777258 | 0.788406 | 0.001521 | 0.000124 | 0.001397 | 0.002382 | 0.000243 |
0.966315 | 0.634902 | 0.615563 | 0.801394 | 0.612778 | 0.796914 | 0.796498 | 0.001568 | 0.000128 | 0.00144 | 0.002347 | 0.000239 |
0.9772 | 0.736618 | 0.572203 | 0.689895 | 0.568235 | 0.678155 | 0.803135 | 0.001606 | 0.000132 | 0.001475 | 0.002311 | 0.000236 |
0.985117 | 0.635753 | 0.58614 | 0.836237 | 0.582798 | 0.837059 | 0.800668 | 0.00163 | 0.000134 | 0.001495 | 0.002275 | 0.000232 |
0.935058 | 0.662171 | 0.61053 | 0.808362 | 0.606315 | 0.809338 | 0.804161 | 0.001667 | 0.000138 | 0.001528 | 0.002238 | 0.000229 |
0.96784 | 0.652184 | 0.600077 | 0.825784 | 0.596137 | 0.82517 | 0.805917 | 0.001677 | 0.000139 | 0.001538 | 0.0022 | 0.000225 |
0.951602 | 0.579489 | 0.611305 | 0.836237 | 0.610209 | 0.833409 | 0.816237 | 0.001725 | 0.000144 | 0.001581 | 0.002162 | 0.000221 |
0.959331 | 0.591554 | 0.595432 | 0.836237 | 0.590818 | 0.833057 | 0.818176 | 0.001771 | 0.000148 | 0.001623 | 0.002123 | 0.000217 |
0.956708 | 0.658308 | 0.572977 | 0.825784 | 0.567014 | 0.821802 | 0.824955 | 0.001804 | 0.000151 | 0.001652 | 0.002084 | 0.000213 |
0.957107 | 0.585004 | 0.556717 | 0.829268 | 0.553852 | 0.833599 | 0.836884 | 0.00183 | 0.000154 | 0.001676 | 0.002044 | 0.000209 |
0.91244 | 0.60078 | 0.626016 | 0.825784 | 0.624867 | 0.824812 | 0.843329 | 0.001867 | 0.000157 | 0.00171 | 0.002004 | 0.000205 |
0.896722 | 0.660741 | 0.607046 | 0.801394 | 0.604552 | 0.801744 | 0.840123 | 0.001904 | 0.000161 | 0.001743 | 0.001964 | 0.000201 |
0.888302 | 0.545864 | 0.642276 | 0.867596 | 0.64351 | 0.867014 | 0.843164 | 0.001931 | 0.000164 | 0.001767 | 0.001923 | 0.000197 |
0.947323 | 0.575303 | 0.610918 | 0.850174 | 0.605853 | 0.853925 | 0.847 | 0.001983 | 0.000168 | 0.001815 | 0.001881 | 0.000193 |
0.891611 | 0.564923 | 0.577623 | 0.87108 | 0.572225 | 0.867298 | 0.847 | 0.001991 | 0.00017 | 0.001822 | 0.00184 | 0.000189 |
0.914776 | 0.577194 | 0.602787 | 0.867596 | 0.596168 | 0.863681 | 0.84965 | 0.002025 | 0.000173 | 0.001853 | 0.001798 | 0.000184 |
0.888816 | 0.566005 | 0.644212 | 0.857143 | 0.640159 | 0.855755 | 0.860519 | 0.002046 | 0.000175 | 0.001871 | 0.001756 | 0.00018 |
0.909713 | 0.538186 | 0.628726 | 0.874564 | 0.626301 | 0.878111 | 0.862925 | 0.002073 | 0.000177 | 0.001896 | 0.001713 | 0.000176 |
0.874712 | 0.535019 | 0.676732 | 0.857143 | 0.676516 | 0.860828 | 0.862352 | 0.002091 | 0.000179 | 0.001911 | 0.001671 | 0.000172 |
0.947258 | 0.588267 | 0.610143 | 0.829268 | 0.610859 | 0.828653 | 0.865541 | 0.002095 | 0.000181 | 0.001914 | 0.001628 | 0.000167 |
0.890985 | 0.560408 | 0.601626 | 0.850174 | 0.596422 | 0.849765 | 0.867276 | 0.002118 | 0.000183 | 0.001935 | 0.001586 | 0.000163 |
0.858658 | 0.53271 | 0.637244 | 0.87108 | 0.6351 | 0.878867 | 0.867276 | 0.002147 | 0.000186 | 0.001961 | 0.001543 | 0.000159 |
0.827564 | 0.540435 | 0.690283 | 0.839721 | 0.690502 | 0.843106 | 0.864061 | 0.002181 | 0.000189 | 0.001992 | 0.0015 | 0.000154 |
0.816646 | 0.560742 | 0.668215 | 0.853659 | 0.667315 | 0.854894 | 0.864327 | 0.002209 | 0.000191 | 0.002018 | 0.001457 | 0.00015 |
0.795717 | 0.533107 | 0.704607 | 0.864111 | 0.707788 | 0.869467 | 0.861219 | 0.002245 | 0.000194 | 0.002051 | 0.001414 | 0.000146 |
0.84127 | 0.567483 | 0.68525 | 0.84669 | 0.685631 | 0.844111 | 0.861219 | 0.002248 | 0.000195 | 0.002053 | 0.001372 | 0.000141 |
0.878434 | 0.593621 | 0.645374 | 0.818815 | 0.645817 | 0.818983 | 0.864327 | 0.002283 | 0.000198 | 0.002086 | 0.001329 | 0.000137 |
0.862599 | 0.597511 | 0.644986 | 0.825784 | 0.642448 | 0.822574 | 0.87529 | 0.002285 | 0.000198 | 0.002087 | 0.001287 | 0.000132 |
0.811931 | 0.555087 | 0.694928 | 0.850174 | 0.696017 | 0.854608 | 0.869058 | 0.002319 | 0.000202 | 0.002117 | 0.001244 | 0.000128 |
0.897513 | 0.538736 | 0.633759 | 0.84669 | 0.632352 | 0.849389 | 0.86603 | 0.002334 | 0.000203 | 0.00213 | 0.001202 | 0.000124 |
0.81075 | 0.499943 | 0.689508 | 0.87108 | 0.687216 | 0.877118 | 0.873992 | 0.002338 | 0.000204 | 0.002134 | 0.00116 | 0.00012 |
0.78452 | 0.510884 | 0.714673 | 0.878049 | 0.712243 | 0.874154 | 0.873829 | 0.002388 | 0.000208 | 0.00218 | 0.001119 | 0.000115 |
0.913697 | 0.507077 | 0.591173 | 0.87108 | 0.589239 | 0.875791 | 0.873855 | 0.002415 | 0.00021 | 0.002205 | 0.001077 | 0.000111 |
0.745842 | 0.512884 | 0.723964 | 0.874564 | 0.723924 | 0.879144 | 0.873855 | 0.002405 | 0.00021 | 0.002195 | 0.001036 | 0.000107 |
0.827253 | 0.524668 | 0.688734 | 0.878049 | 0.68632 | 0.880543 | 0.872278 | 0.002417 | 0.000212 | 0.002206 | 0.000996 | 0.000103 |
0.809185 | 0.498974 | 0.702284 | 0.891986 | 0.702155 | 0.898002 | 0.872477 | 0.002438 | 0.000213 | 0.002225 | 0.000956 | 0.000099 |
0.89367 | 0.524232 | 0.641115 | 0.885017 | 0.640698 | 0.889018 | 0.869374 | 0.002454 | 0.000214 | 0.002239 | 0.000916 | 0.000095 |
0.862688 | 0.514549 | 0.665118 | 0.874564 | 0.665571 | 0.875152 | 0.869374 | 0.002463 | 0.000215 | 0.002248 | 0.000877 | 0.00009 |
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