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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 |
|---|---|---|---|---|---|---|---|---|---|---|---|
1.008102 | 0.721894 | 0.566396 | 0.763066 | 0.563935 | 0.749451 | 0.735307 | 0 | 0 | 0 | 0 | 0.00025 |
1.007261 | 0.735565 | 0.564073 | 0.773519 | 0.559751 | 0.762651 | 0.739267 | 0 | 0 | 0 | 0 | 0.000246 |
1.006796 | 0.738242 | 0.562524 | 0.74216 | 0.558979 | 0.731257 | 0.747109 | 0 | 0 | 0 | 0 | 0.000243 |
0.978054 | 0.737363 | 0.577623 | 0.756098 | 0.578019 | 0.741805 | 0.750986 | 0 | 0 | 0 | 0 | 0.000239 |
0.925249 | 0.716762 | 0.632985 | 0.735192 | 0.63146 | 0.715117 | 0.762452 | 0 | 0 | 0 | 0 | 0.000236 |
0.932769 | 0.932985 | 0.617886 | 0.581882 | 0.616199 | 0.57945 | 0.758743 | 0 | 0 | 0 | 0 | 0.000232 |
0.940976 | 0.684875 | 0.605497 | 0.728223 | 0.604782 | 0.707342 | 0.763713 | 0 | 0 | 0 | 0 | 0.000229 |
0.985349 | 0.716442 | 0.588076 | 0.801394 | 0.585546 | 0.799303 | 0.76658 | 0 | 0 | 0 | 0 | 0.000225 |
0.974282 | 0.746245 | 0.58614 | 0.780488 | 0.583628 | 0.771809 | 0.763713 | 0 | 0 | 0 | 0 | 0.000221 |
0.933665 | 0.66596 | 0.531552 | 0.749129 | 0.526235 | 0.729121 | 0.766554 | 0 | 0 | 0 | 0 | 0.000217 |
0.970397 | 0.649917 | 0.595045 | 0.790941 | 0.591978 | 0.780239 | 0.77032 | 0 | 0 | 0 | 0 | 0.000213 |
0.990439 | 0.712633 | 0.56175 | 0.745645 | 0.556084 | 0.722611 | 0.77034 | 0 | 0 | 0 | 0 | 0.000209 |
0.959057 | 0.678681 | 0.597367 | 0.773519 | 0.591322 | 0.765786 | 0.77034 | 0 | 0 | 0 | 0 | 0.000205 |
0.870325 | 0.635362 | 0.654665 | 0.797909 | 0.652682 | 0.79435 | 0.777791 | 0 | 0 | 0 | 0 | 0.000201 |
0.893054 | 0.635931 | 0.632211 | 0.728223 | 0.633057 | 0.701385 | 0.774047 | 0 | 0 | 0 | 0 | 0.000197 |
0.900886 | 0.649285 | 0.648084 | 0.8223 | 0.648401 | 0.819948 | 0.774781 | 0 | 0 | 0 | 0 | 0.000193 |
0.911209 | 0.662473 | 0.634533 | 0.857143 | 0.632573 | 0.853686 | 0.785792 | 0 | 0 | 0 | 0 | 0.000189 |
0.933582 | 0.675413 | 0.618273 | 0.787456 | 0.617115 | 0.783305 | 0.782182 | 0 | 0 | 0 | 0 | 0.000184 |
0.876242 | 0.720708 | 0.616338 | 0.724739 | 0.617393 | 0.699538 | 0.795588 | 0 | 0 | 0 | 0 | 0.00018 |
0.923222 | 0.612942 | 0.593496 | 0.801394 | 0.592841 | 0.797128 | 0.802672 | 0 | 0 | 0 | 0 | 0.000176 |
0.945309 | 0.658407 | 0.622145 | 0.794425 | 0.621835 | 0.792402 | 0.81106 | 0 | 0 | 0 | 0 | 0.000172 |
0.866009 | 0.598354 | 0.631436 | 0.8223 | 0.629748 | 0.824696 | 0.81106 | 0 | 0 | 0 | 0 | 0.000167 |
0.97434 | 0.672661 | 0.570267 | 0.749129 | 0.565512 | 0.728301 | 0.808082 | 0 | 0 | 0 | 0 | 0.000163 |
0.864286 | 0.603226 | 0.644212 | 0.839721 | 0.640876 | 0.842621 | 0.811729 | 0 | 0 | 0 | 0 | 0.000159 |
0.897172 | 0.60555 | 0.650407 | 0.815331 | 0.6494 | 0.808667 | 0.820015 | 0 | 0 | 0 | 0 | 0.000154 |
0.832209 | 0.684774 | 0.674797 | 0.777003 | 0.677425 | 0.783898 | 0.820466 | 0 | 0 | 0 | 0 | 0.00015 |
0.886901 | 0.599808 | 0.619435 | 0.839721 | 0.616054 | 0.838045 | 0.823471 | 0 | 0 | 0 | 0 | 0.000146 |
0.880048 | 0.660833 | 0.595045 | 0.766551 | 0.594053 | 0.759132 | 0.823904 | 0 | 0 | 0 | 0 | 0.000141 |
0.854279 | 0.613211 | 0.639954 | 0.808362 | 0.637095 | 0.808415 | 0.820466 | 0 | 0 | 0 | 0 | 0.000137 |
0.877746 | 0.614038 | 0.657762 | 0.829268 | 0.657061 | 0.830278 | 0.820466 | 0 | 0 | 0 | 0 | 0.000132 |
0.86451 | 0.566162 | 0.662408 | 0.860627 | 0.660972 | 0.862793 | 0.820466 | 0 | 0 | 0 | 0 | 0.000128 |
0.88345 | 0.570924 | 0.663569 | 0.850174 | 0.663354 | 0.85094 | 0.820721 | 0 | 0 | 0 | 0 | 0.000124 |
0.858806 | 0.58476 | 0.659311 | 0.836237 | 0.662015 | 0.84036 | 0.823667 | 0 | 0 | 0 | 0 | 0.00012 |
0.858823 | 0.582101 | 0.658924 | 0.850174 | 0.660246 | 0.849292 | 0.823667 | 0 | 0 | 0 | 0 | 0.000115 |
0.889657 | 0.549722 | 0.623306 | 0.84669 | 0.620581 | 0.848657 | 0.823667 | 0 | 0 | 0 | 0 | 0.000111 |
0.836242 | 0.590246 | 0.691057 | 0.815331 | 0.69348 | 0.820007 | 0.823667 | 0 | 0 | 0 | 0 | 0.000107 |
0.8523 | 0.563688 | 0.651181 | 0.857143 | 0.650697 | 0.862324 | 0.820246 | 0 | 0 | 0 | 0 | 0.000103 |
0.887829 | 0.574581 | 0.643825 | 0.836237 | 0.645133 | 0.838665 | 0.820246 | 0 | 0 | 0 | 0 | 0.000099 |
0.879901 | 0.614191 | 0.641502 | 0.804878 | 0.638027 | 0.806741 | 0.82203 | 0 | 0 | 0 | 0 | 0.000095 |
0.848974 | 0.550561 | 0.616338 | 0.84669 | 0.61297 | 0.849356 | 0.82203 | 0 | 0 | 0 | 0 | 0.00009 |
0.838325 | 0.573118 | 0.653117 | 0.832753 | 0.654284 | 0.830752 | 0.828222 | 0 | 0 | 0 | 0 | 0.000087 |
0.798956 | 0.536248 | 0.688347 | 0.857143 | 0.691703 | 0.857885 | 0.836265 | 0 | 0 | 0 | 0 | 0.000083 |
0.880107 | 0.531198 | 0.633759 | 0.864111 | 0.630191 | 0.864607 | 0.836265 | 0 | 0 | 0 | 0 | 0.000079 |
0.911536 | 0.591528 | 0.595819 | 0.843206 | 0.589455 | 0.846046 | 0.833071 | 0 | 0 | 0 | 0 | 0.000075 |
0.83185 | 0.556836 | 0.673635 | 0.864111 | 0.672978 | 0.86451 | 0.833071 | 0 | 0 | 0 | 0 | 0.000071 |
0.864546 | 0.523351 | 0.641115 | 0.881533 | 0.641405 | 0.882758 | 0.833071 | 0 | 0 | 0 | 0 | 0.000067 |
0.876927 | 0.523701 | 0.584979 | 0.898955 | 0.584775 | 0.899843 | 0.833071 | 0 | 0 | 0 | 0 | 0.000064 |
0.822651 | 0.543597 | 0.640341 | 0.850174 | 0.638227 | 0.853186 | 0.836069 | 0 | 0 | 0 | 0 | 0.00006 |
0.750577 | 0.530056 | 0.696864 | 0.874564 | 0.699361 | 0.877439 | 0.836069 | 0 | 0 | 0 | 0 | 0.000057 |
0.802626 | 0.533829 | 0.646922 | 0.87108 | 0.645938 | 0.876419 | 0.833071 | 0 | 0 | 0 | 0 | 0.000054 |
0.827849 | 0.529062 | 0.722029 | 0.867596 | 0.72338 | 0.871509 | 0.834211 | 0 | 0 | 0 | 0 | 0.00005 |
0.846616 | 0.527513 | 0.69338 | 0.87108 | 0.693435 | 0.876311 | 0.831585 | 0 | 0 | 0 | 0 | 0.000047 |
0.782339 | 0.519344 | 0.697638 | 0.902439 | 0.697491 | 0.904369 | 0.834588 | 0 | 0 | 0 | 0 | 0.000044 |
0.784688 | 0.522418 | 0.680217 | 0.881533 | 0.678461 | 0.885783 | 0.837571 | 0 | 0 | 0 | 0 | 0.000041 |
0.797104 | 0.528478 | 0.685637 | 0.874564 | 0.688139 | 0.874795 | 0.837571 | 0 | 0 | 0 | 0 | 0.000038 |
0.865614 | 0.542878 | 0.618273 | 0.857143 | 0.615318 | 0.862384 | 0.837571 | 0 | 0 | 0 | 0 | 0.000035 |
0.839047 | 0.528881 | 0.648084 | 0.864111 | 0.6458 | 0.869297 | 0.834588 | 0 | 0 | 0 | 0 | 0.000032 |
0.851138 | 0.533945 | 0.673248 | 0.864111 | 0.675231 | 0.867846 | 0.834588 | 0 | 0 | 0 | 0 | 0.00003 |
0.797541 | 0.524013 | 0.693767 | 0.87108 | 0.693572 | 0.876108 | 0.834588 | 0 | 0 | 0 | 0 | 0.000027 |
0.827765 | 0.520053 | 0.687573 | 0.878049 | 0.687705 | 0.880639 | 0.837947 | 0 | 0 | 0 | 0 | 0.000025 |
0.844237 | 0.520004 | 0.668602 | 0.874564 | 0.668407 | 0.879049 | 0.837947 | 0 | 0 | 0 | 0 | 0.000022 |
0.799355 | 0.514672 | 0.693767 | 0.885017 | 0.691835 | 0.884558 | 0.840937 | 0 | 0 | 0 | 0 | 0.00002 |
0.768267 | 0.526051 | 0.680217 | 0.860627 | 0.681442 | 0.857941 | 0.844087 | 0 | 0 | 0 | 0 | 0.000018 |
0.777265 | 0.512753 | 0.70693 | 0.888502 | 0.704871 | 0.891357 | 0.847422 | 0 | 0 | 0 | 0 | 0.000016 |
0.862671 | 0.507225 | 0.607046 | 0.891986 | 0.605828 | 0.896725 | 0.847422 | 0 | 0 | 0 | 0 | 0.000014 |
0.816817 | 0.504446 | 0.704994 | 0.89547 | 0.705464 | 0.898858 | 0.847422 | 0 | 0 | 0 | 0 | 0.000012 |
0.824928 | 0.510099 | 0.700736 | 0.891986 | 0.70298 | 0.894172 | 0.858424 | 0 | 0 | 0 | 0 | 0.000011 |
0.908429 | 0.53539 | 0.646148 | 0.860627 | 0.645478 | 0.865371 | 0.858424 | 0 | 0 | 0 | 0 | 0.000009 |
0.826047 | 0.514548 | 0.683701 | 0.891986 | 0.683702 | 0.894246 | 0.861736 | 0 | 0 | 0 | 0 | 0.000008 |
0.869003 | 0.513978 | 0.616725 | 0.881533 | 0.618476 | 0.885346 | 0.861736 | 0 | 0 | 0 | 0 | 0.000006 |
0.7639 | 0.511583 | 0.698413 | 0.891986 | 0.698426 | 0.895907 | 0.861547 | 0 | 0 | 0 | 0 | 0.000005 |
0.825498 | 0.518848 | 0.681765 | 0.878049 | 0.683405 | 0.880522 | 0.861547 | 0 | 0 | 0 | 0 | 0.000004 |
0.833533 | 0.527166 | 0.638018 | 0.874564 | 0.635872 | 0.875505 | 0.861378 | 0 | 0 | 0 | 0 | 0.000003 |
0.857945 | 0.509981 | 0.629113 | 0.888502 | 0.626617 | 0.892888 | 0.861547 | 0 | 0 | 0 | 0 | 0.000002 |
0.780734 | 0.511253 | 0.700736 | 0.881533 | 0.70273 | 0.883681 | 0.861378 | 0 | 0 | 0 | 0 | 0.000002 |
0.825671 | 0.517175 | 0.640728 | 0.881533 | 0.6365 | 0.885244 | 0.864495 | 0 | 0 | 0 | 0 | 0.000001 |
0.8073 | 0.515957 | 0.669377 | 0.888502 | 0.667389 | 0.891251 | 0.864495 | 0 | 0 | 0 | 0 | 0.000001 |
0.811831 | 0.520549 | 0.661634 | 0.878049 | 0.659414 | 0.880595 | 0.864495 | 0 | 0 | 0 | 0 | 0 |
0.797148 | 0.520339 | 0.634533 | 0.874564 | 0.630066 | 0.878903 | 0.864495 | 0 | 0 | 0 | 0 | 0 |
0.835576 | 0.518197 | 0.677894 | 0.881533 | 0.677608 | 0.885244 | 0.864495 | 0 | 0 | 0 | 0 | 0 |
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