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epoch int64 1 40 | train_loss float64 0.74 18.6 | ce float64 0.67 1.48 | physics float64 0.13 0.24 ⌀ | temporal float64 0 174 ⌀ | sparsity_pen float64 0.1 0.37 ⌀ | val_accuracy float64 0.58 0.76 | val_f1 float64 0.33 0.63 | val_sparsity float64 0.62 0.9 | nan_batches_skipped int64 0 0 |
|---|---|---|---|---|---|---|---|---|---|
1 | 15.503392 | 0.999972 | 0.230868 | 144.297057 | 0.319924 | 0.702881 | 0.490351 | 0.69019 | 0 |
2 | 4.860688 | 0.81128 | 0.208696 | 39.819554 | 0.305566 | 0.716044 | 0.527177 | 0.701992 | 0 |
3 | 2.963885 | 0.78165 | 0.191067 | 21.195405 | 0.298543 | 0.723011 | 0.529039 | 0.706763 | 0 |
4 | 2.168335 | 0.762762 | 0.172085 | 13.481152 | 0.288731 | 0.732432 | 0.552119 | 0.714087 | 0 |
5 | 1.743003 | 0.748597 | 0.157972 | 9.409668 | 0.27893 | 0.731896 | 0.567218 | 0.722199 | 0 |
6 | 1.455188 | 0.739359 | 0.151652 | 6.64216 | 0.273996 | 0.728434 | 0.535214 | 0.725626 | 0 |
7 | 1.347609 | 0.731562 | 0.147292 | 5.657728 | 0.26903 | 0.744051 | 0.57963 | 0.728293 | 0 |
8 | 1.230144 | 0.727083 | 0.143974 | 4.536031 | 0.269296 | 0.743215 | 0.562866 | 0.733677 | 0 |
9 | 1.128449 | 0.720556 | 0.144838 | 3.583524 | 0.266623 | 0.745198 | 0.581313 | 0.732345 | 0 |
10 | 1.058431 | 0.719045 | 0.146164 | 2.895222 | 0.266447 | 0.746195 | 0.580064 | 0.731148 | 0 |
11 | 1.031705 | 0.714468 | 0.145934 | 2.674602 | 0.265859 | 0.745991 | 0.576382 | 0.730021 | 0 |
12 | 1.011468 | 0.708719 | 0.150293 | 2.520708 | 0.262104 | 0.75417 | 0.603302 | 0.740611 | 0 |
13 | 1.008025 | 0.704215 | 0.152593 | 2.524567 | 0.264105 | 0.747578 | 0.587947 | 0.733972 | 0 |
14 | 0.991802 | 0.700195 | 0.155111 | 2.395554 | 0.265481 | 0.753526 | 0.593199 | 0.737806 | 0 |
15 | 0.985787 | 0.697519 | 0.155236 | 2.363894 | 0.261397 | 0.749818 | 0.589309 | 0.737659 | 0 |
16 | 0.974965 | 0.697545 | 0.155799 | 2.25447 | 0.260476 | 0.747031 | 0.572033 | 0.742637 | 0 |
17 | 0.959243 | 0.69138 | 0.15452 | 2.163436 | 0.257781 | 0.756206 | 0.605202 | 0.743958 | 0 |
18 | 0.945396 | 0.689267 | 0.153844 | 2.048416 | 0.256543 | 0.747417 | 0.595018 | 0.745865 | 0 |
19 | 0.939853 | 0.687075 | 0.153805 | 2.014919 | 0.256693 | 0.745755 | 0.624501 | 0.743504 | 0 |
20 | 0.926623 | 0.686713 | 0.152927 | 1.890252 | 0.25306 | 0.750247 | 0.593476 | 0.747625 | 0 |
21 | 0.927079 | 0.685813 | 0.151635 | 1.908324 | 0.250491 | 0.753998 | 0.595942 | 0.750987 | 0 |
22 | 0.922756 | 0.684966 | 0.15173 | 1.875976 | 0.245187 | 0.754427 | 0.594262 | 0.753712 | 0 |
23 | 0.91299 | 0.682683 | 0.151166 | 1.803338 | 0.24362 | 0.752969 | 0.61246 | 0.758279 | 0 |
24 | 0.91141 | 0.680738 | 0.149895 | 1.810003 | 0.243963 | 0.753859 | 0.597473 | 0.755369 | 0 |
25 | 0.914645 | 0.67972 | 0.150504 | 1.850379 | 0.24524 | 0.755734 | 0.600735 | 0.75666 | 0 |
26 | 0.894782 | 0.677441 | 0.150143 | 1.67597 | 0.24417 | 0.752487 | 0.600355 | 0.756784 | 0 |
27 | 0.894783 | 0.677986 | 0.148547 | 1.674864 | 0.243459 | 0.756624 | 0.619881 | 0.753627 | 0 |
28 | 0.896439 | 0.676575 | 0.149684 | 1.701858 | 0.245135 | 0.746699 | 0.59597 | 0.753424 | 0 |
29 | 0.887332 | 0.674796 | 0.149976 | 1.627338 | 0.246166 | 0.757224 | 0.60007 | 0.758161 | 0 |
30 | 0.886596 | 0.6763 | 0.151166 | 1.602885 | 0.244316 | 0.755252 | 0.596368 | 0.754664 | 0 |
31 | 0.887542 | 0.676269 | 0.151464 | 1.610893 | 0.246363 | 0.747181 | 0.596752 | 0.755992 | 0 |
32 | 0.891565 | 0.67594 | 0.151056 | 1.656731 | 0.243747 | 0.757396 | 0.610252 | 0.757226 | 0 |
33 | 0.887766 | 0.674496 | 0.151192 | 1.633025 | 0.24339 | 0.748574 | 0.601162 | 0.755969 | 0 |
34 | 0.887158 | 0.672558 | 0.150927 | 1.647816 | 0.24173 | 0.758811 | 0.610637 | 0.759627 | 0 |
35 | 0.888297 | 0.671624 | 0.150514 | 1.669123 | 0.242634 | 0.756881 | 0.611544 | 0.757816 | 0 |
36 | 0.882833 | 0.673019 | 0.150472 | 1.601278 | 0.24138 | 0.755895 | 0.601176 | 0.758397 | 0 |
37 | 0.888743 | 0.672069 | 0.150135 | 1.668407 | 0.245996 | 0.754513 | 0.59829 | 0.752267 | 0 |
38 | 0.892046 | 0.674282 | 0.149289 | 1.683493 | 0.241845 | 0.752873 | 0.591551 | 0.756514 | 0 |
39 | 0.881649 | 0.672347 | 0.148542 | 1.600469 | 0.242404 | 0.758135 | 0.608195 | 0.753896 | 0 |
40 | 0.880192 | 0.670711 | 0.150172 | 1.59755 | 0.243655 | 0.748853 | 0.579613 | 0.758683 | 0 |
1 | 15.694143 | 1.02373 | 0.232711 | 145.948623 | 0.347452 | 0.70093 | 0.476659 | 0.661014 | 0 |
2 | 5.068863 | 0.834316 | 0.223966 | 41.616188 | 0.338727 | 0.707683 | 0.513492 | 0.670634 | 0 |
3 | 3.199782 | 0.800999 | 0.214349 | 23.289015 | 0.325885 | 0.715004 | 0.520196 | 0.673942 | 0 |
4 | 2.283698 | 0.77978 | 0.202517 | 14.375348 | 0.315072 | 0.726151 | 0.543516 | 0.691039 | 0 |
5 | 1.849307 | 0.765915 | 0.181323 | 10.226289 | 0.30865 | 0.732818 | 0.556803 | 0.690056 | 0 |
6 | 1.6661 | 0.754836 | 0.160685 | 8.554868 | 0.312107 | 0.737952 | 0.570932 | 0.678899 | 0 |
7 | 1.512036 | 0.744874 | 0.147242 | 7.148596 | 0.309847 | 0.73106 | 0.544648 | 0.693042 | 0 |
8 | 1.335275 | 0.737453 | 0.14111 | 5.473422 | 0.304049 | 0.742915 | 0.571994 | 0.698459 | 0 |
9 | 1.239862 | 0.732438 | 0.140051 | 4.571324 | 0.305561 | 0.744233 | 0.568792 | 0.691684 | 0 |
10 | 1.189167 | 0.720712 | 0.138481 | 4.184961 | 0.306765 | 0.745123 | 0.578258 | 0.694792 | 0 |
11 | 1.157404 | 0.714853 | 0.139154 | 3.923966 | 0.307322 | 0.7494 | 0.595536 | 0.693517 | 0 |
12 | 1.104879 | 0.710045 | 0.143541 | 3.435355 | 0.308273 | 0.750782 | 0.588709 | 0.692607 | 0 |
13 | 1.048146 | 0.702743 | 0.14285 | 2.943785 | 0.306238 | 0.749914 | 0.583936 | 0.690811 | 0 |
14 | 1.036971 | 0.701938 | 0.145157 | 2.834534 | 0.305815 | 0.748939 | 0.584033 | 0.69927 | 0 |
15 | 1.008101 | 0.700008 | 0.147532 | 2.562764 | 0.298664 | 0.753066 | 0.584473 | 0.703531 | 0 |
16 | 1.00049 | 0.695001 | 0.148014 | 2.536889 | 0.295916 | 0.751779 | 0.585361 | 0.705915 | 0 |
17 | 0.993528 | 0.69125 | 0.1488 | 2.504603 | 0.292368 | 0.754888 | 0.58602 | 0.706519 | 0 |
18 | 0.967709 | 0.690173 | 0.149419 | 2.256356 | 0.290914 | 0.749818 | 0.58816 | 0.714616 | 0 |
19 | 0.962727 | 0.686121 | 0.146875 | 2.253122 | 0.291504 | 0.756002 | 0.60129 | 0.709495 | 0 |
20 | 0.958513 | 0.685453 | 0.147754 | 2.216 | 0.290423 | 0.754341 | 0.602759 | 0.710444 | 0 |
21 | 0.973015 | 0.686561 | 0.148964 | 2.348429 | 0.287409 | 0.736816 | 0.573027 | 0.712381 | 0 |
22 | 0.941257 | 0.685142 | 0.148516 | 2.045652 | 0.288419 | 0.748971 | 0.604915 | 0.711916 | 0 |
23 | 0.932704 | 0.682186 | 0.147106 | 1.993757 | 0.287305 | 0.749486 | 0.593253 | 0.713001 | 0 |
24 | 0.932877 | 0.68199 | 0.146946 | 1.998345 | 0.286317 | 0.747781 | 0.581696 | 0.710437 | 0 |
25 | 0.935694 | 0.683199 | 0.148637 | 2.006747 | 0.293216 | 0.753944 | 0.605228 | 0.706122 | 0 |
26 | 0.932778 | 0.679448 | 0.146243 | 2.022103 | 0.291182 | 0.752444 | 0.592041 | 0.712495 | 0 |
27 | 0.927007 | 0.679522 | 0.145092 | 1.969248 | 0.285737 | 0.75552 | 0.602587 | 0.712484 | 0 |
28 | 0.917857 | 0.677111 | 0.143119 | 1.906619 | 0.286094 | 0.758832 | 0.603259 | 0.712766 | 0 |
29 | 0.906536 | 0.676167 | 0.143352 | 1.801997 | 0.286617 | 0.757632 | 0.599446 | 0.714851 | 0 |
30 | 0.907621 | 0.676554 | 0.14501 | 1.806403 | 0.283501 | 0.755499 | 0.603517 | 0.71907 | 0 |
31 | 0.907973 | 0.674525 | 0.144161 | 1.83365 | 0.280857 | 0.75447 | 0.609844 | 0.718934 | 0 |
32 | 0.906069 | 0.671933 | 0.145055 | 1.838617 | 0.280216 | 0.757407 | 0.601911 | 0.721333 | 0 |
33 | 0.897401 | 0.673095 | 0.144555 | 1.741647 | 0.280052 | 0.759314 | 0.600341 | 0.722582 | 0 |
34 | 0.901074 | 0.675412 | 0.143198 | 1.759636 | 0.277995 | 0.75642 | 0.601021 | 0.719846 | 0 |
35 | 0.899381 | 0.673345 | 0.143268 | 1.762635 | 0.279106 | 0.756367 | 0.588542 | 0.721691 | 0 |
36 | 0.894748 | 0.673545 | 0.143346 | 1.71476 | 0.277812 | 0.755895 | 0.597992 | 0.722532 | 0 |
37 | 0.899572 | 0.671495 | 0.144309 | 1.781937 | 0.276116 | 0.756045 | 0.593169 | 0.724765 | 0 |
38 | 0.893764 | 0.670829 | 0.144965 | 1.728491 | 0.276881 | 0.750622 | 0.611576 | 0.721409 | 0 |
39 | 0.895069 | 0.670593 | 0.143557 | 1.746126 | 0.279469 | 0.754159 | 0.589613 | 0.722311 | 0 |
40 | 0.895176 | 0.670972 | 0.144492 | 1.742114 | 0.277388 | 0.733086 | 0.576652 | 0.722547 | 0 |
1 | 14.991173 | 1.014022 | 0.232047 | 139.01824 | 0.346295 | 0.699387 | 0.470273 | 0.656314 | 0 |
2 | 4.786541 | 0.824421 | 0.22184 | 38.896722 | 0.339757 | 0.715733 | 0.522456 | 0.658937 | 0 |
3 | 3.033706 | 0.78822 | 0.206947 | 21.770867 | 0.333258 | 0.725326 | 0.532513 | 0.669435 | 0 |
4 | 2.380106 | 0.7692 | 0.184535 | 15.486153 | 0.323138 | 0.731993 | 0.555341 | 0.676911 | 0 |
5 | 1.936054 | 0.754667 | 0.174902 | 11.217881 | 0.317473 | 0.737909 | 0.555038 | 0.687456 | 0 |
6 | 1.670432 | 0.745683 | 0.16869 | 8.667306 | 0.316935 | 0.735444 | 0.553932 | 0.68436 | 0 |
7 | 1.416169 | 0.734777 | 0.16494 | 6.246994 | 0.309157 | 0.744662 | 0.579216 | 0.693705 | 0 |
8 | 1.237179 | 0.726222 | 0.163081 | 4.549791 | 0.304141 | 0.742883 | 0.581417 | 0.698165 | 0 |
9 | 1.151565 | 0.722471 | 0.158183 | 3.744595 | 0.301778 | 0.750129 | 0.583426 | 0.700431 | 0 |
10 | 1.066795 | 0.719995 | 0.15875 | 2.922897 | 0.296467 | 0.74955 | 0.578261 | 0.708551 | 0 |
11 | 1.052491 | 0.716308 | 0.158968 | 2.817195 | 0.294443 | 0.746881 | 0.563914 | 0.704798 | 0 |
12 | 1.031473 | 0.713309 | 0.15903 | 2.635274 | 0.297598 | 0.746302 | 0.581795 | 0.700127 | 0 |
13 | 0.999588 | 0.710999 | 0.158875 | 2.340753 | 0.295894 | 0.752851 | 0.604368 | 0.704227 | 0 |
14 | 1.013394 | 0.706706 | 0.158213 | 2.525125 | 0.29244 | 0.746034 | 0.588588 | 0.712149 | 0 |
15 | 0.997421 | 0.704166 | 0.159543 | 2.38813 | 0.291119 | 0.74373 | 0.585654 | 0.70678 | 0 |
16 | 0.969391 | 0.702027 | 0.158216 | 2.134711 | 0.286778 | 0.75089 | 0.584734 | 0.716294 | 0 |
17 | 0.96585 | 0.700686 | 0.15855 | 2.112811 | 0.28491 | 0.753441 | 0.587318 | 0.722016 | 0 |
18 | 0.963526 | 0.701865 | 0.158188 | 2.077521 | 0.287234 | 0.754223 | 0.591615 | 0.718707 | 0 |
19 | 0.954914 | 0.696692 | 0.157253 | 2.047608 | 0.282939 | 0.75403 | 0.599552 | 0.712876 | 0 |
20 | 0.950194 | 0.694674 | 0.159229 | 2.018585 | 0.277086 | 0.74717 | 0.582363 | 0.719209 | 0 |
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