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[Epoch 0 / Train] loss: 7.419722634315491 loss_mean: 5.488454445362091 loss_max: 9.350990818023682 mse_mean: 90.19910811233521 mse_max: 218.9768592376709 mae_mean: 5.488454445362091 mae_max: 9.350990818023682 me_mean: -4.5282574830055236 me_max: -8.434343667030335 mrmse_mean: 5.488454445362091 mrmse_max: 9.350990818023682 mrmse_rmvar_mean: 4.7651795978546145 mrmse_rmvar_max: 8.524585414886475 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.19539011727273464 log_var_max: 0.044132449839264155
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[Epoch 0 / Val] loss: 7.562587010383606 loss_mean: 5.555046119213104 loss_max: 9.570127898216247 mse_mean: 92.3615309753418 mse_max: 2989.844772415161 mae_mean: 5.555046119213104 mae_max: 9.570127898216247 me_mean: -4.570985695838928 me_max: -8.346427861243486 mrmse_mean: 5.555046119213104 mrmse_max: 9.570127898216247 mrmse_rmvar_mean: 4.809730448246002 mrmse_rmvar_max: 8.748830299377442 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.19600036734342574 log_var_max: 0.05832644221186638
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[Epoch 1 / Train] loss: 4.564606348276138 loss_mean: 3.624425203561783 loss_max: 5.504787496805191 mse_mean: 45.853164154052735 mse_max: 89.36757737350464 mae_mean: 3.624425203561783 mae_max: 5.504787496805191 me_mean: -1.6433773872375022 me_max: -2.098287440119544 mrmse_mean: 3.624425203561783 mrmse_max: 5.504787496805191 mrmse_rmvar_mean: 3.615023738861084 mrmse_rmvar_max: 5.223117725610733 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.1634355339705944 log_var_max: 0.047917433880269526
[Epoch 1 / Val] 
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[Epoch 1 / Val] loss: 5.743223360538483 loss_mean: 4.4650854048728945 loss_max: 7.021361297607422 mse_mean: 61.507864475250244 mse_max: 136.7101188354492 mae_mean: 4.4650854048728945 mae_max: 7.021361297607422 me_mean: -0.528571103969356 me_max: -0.6576445376938209 mrmse_mean: 4.4650854048728945 mrmse_max: 7.021361297607422 mrmse_rmvar_mean: 4.414114037513733 mrmse_rmvar_max: 6.722124620437622 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.17131073412299155 log_var_max: 0.05508804235048592
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[Epoch 2 / Train] loss: 4.047686969041824 loss_mean: 3.2244477585554123 loss_max: 4.87092618393898 mse_mean: 37.447792462348936 mse_max: 74.43028038978576 mae_mean: 3.2244477585554123 mae_max: 4.87092618393898 me_mean: -1.1041877507995232 me_max: -1.506001610050327 mrmse_mean: 3.2244477585554123 mrmse_max: 4.87092618393898 mrmse_rmvar_mean: 3.278318396806717 mrmse_rmvar_max: 4.669732005596161 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.15853090710937978 log_var_max: 0.044376645278185606
[Epoch 2 / Val] 
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[Epoch 2 / Val] loss: 5.62155699300766 loss_mean: 4.366616763114929 loss_max: 6.87649723815918 mse_mean: 59.99248518753052 mse_max: 134.65156085205078 mae_mean: 4.366616763114929 mae_max: 6.87649723815918 me_mean: -0.5490188349774108 me_max: -0.6454423012342304 mrmse_mean: 4.366616763114929 mrmse_max: 6.87649723815918 mrmse_rmvar_mean: 4.333010679244995 mrmse_rmvar_max: 6.614462178230285 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.17688473516702652 log_var_max: 0.039332847292505906
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[Epoch 3 / Train] loss: 3.944498581409454 loss_mean: 3.1497101199626925 loss_max: 4.739287051916122 mse_mean: 36.31340529823303 mse_max: 72.2337324810028 mae_mean: 3.1497101199626925 mae_max: 4.739287051916122 me_mean: -1.0174080353468888 me_max: -1.3886991469543428 mrmse_mean: 3.1497101199626925 mrmse_max: 4.739287051916122 mrmse_rmvar_mean: 3.21489042198658 mrmse_rmvar_max: 4.547843007326126 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.16156816358864307 log_var_max: 0.045352333810180424
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[Epoch 3 / Val] loss: 5.449047432422638 loss_mean: 4.276628895282745 loss_max: 6.621465961456299 mse_mean: 58.515887935638425 mse_max: 123.99334847259522 mae_mean: 4.276628895282745 mae_max: 6.621465961456299 me_mean: -0.5849910864513368 me_max: -1.2510603472508957 mrmse_mean: 4.276628895282745 mrmse_max: 6.621465961456299 mrmse_rmvar_mean: 4.25348432970047 mrmse_rmvar_max: 6.342160044670105 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.18518383291363716 log_var_max: 0.04750888100021984
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[Epoch 4 / Train] loss: 3.8488111033439636 loss_mean: 3.0660080859661103 loss_max: 4.631614116430282 mse_mean: 35.058965545654296 mse_max: 70.12017637825012 mae_mean: 3.0660080859661103 mae_max: 4.631614116430282 me_mean: -0.9902024208998773 me_max: -1.3808881852044723 mrmse_mean: 3.0660080859661103 mrmse_max: 4.631614116430282 mrmse_rmvar_mean: 3.1370111417770388 mrmse_rmvar_max: 4.442947432518006 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.16155294878780843 log_var_max: 0.04678191307559609
[Epoch 4 / Val] 
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[Epoch 4 / Val] loss: 5.316579430103302 loss_mean: 4.123965919494629 loss_max: 6.509192936897278 mse_mean: 54.870398040771484 mse_max: 120.95983142852783 mae_mean: 4.123965919494629 mae_max: 6.509192936897278 me_mean: -0.9389803977711126 me_max: -1.3836169468350707 mrmse_mean: 4.123965919494629 mrmse_max: 6.509192936897278 mrmse_rmvar_mean: 4.111557623386383 mrmse_rmvar_max: 6.25264915561676 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.18341909971833228 log_var_max: 0.06104631426371634
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[Epoch 5 / Train] loss: 3.768522062063217 loss_mean: 3.002461677312851 loss_max: 4.534582437515259 mse_mean: 34.08936243629456 mse_max: 68.44754793930053 mae_mean: 3.002461677312851 mae_max: 4.534582437515259 me_mean: -0.9474136389191262 me_max: -1.3118943857310805 mrmse_mean: 3.002461677312851 mrmse_max: 4.534582437515259 mrmse_rmvar_mean: 3.0870379378795625 mrmse_rmvar_max: 4.358499786376953 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.16645137891173362 log_var_max: 0.0448217084929347
[Epoch 5 / Val] 
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[Epoch 5 / Val] loss: 5.345744082927704 loss_mean: 4.155680473804474 loss_max: 6.535807700157165 mse_mean: 55.090479312896726 mse_max: 121.25976782989503 mae_mean: 4.155680473804474 mae_max: 6.535807700157165 me_mean: -0.8347943500119727 me_max: -1.1799188949884847 mrmse_mean: 4.155680473804474 mrmse_max: 6.535807700157165 mrmse_rmvar_mean: 4.131772026538849 mrmse_rmvar_max: 6.2663216080665585 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.1813810418844223 log_var_max: 0.05267110298573971
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[Epoch 6 / Train] loss: 3.73497746348381 loss_mean: 2.9782015347480773 loss_max: 4.491753397941589 mse_mean: 33.5532641544342 mse_max: 67.23775532150269 mae_mean: 2.9782015347480773 mae_max: 4.491753397941589 me_mean: -0.9389710593712516 me_max: -1.292012782193953 mrmse_mean: 2.9782015347480773 mrmse_max: 4.491753397941589 mrmse_rmvar_mean: 3.0607050683498382 mrmse_rmvar_max: 4.310703684568405 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.16733104506134988 log_var_max: 0.04391597232967615
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[Epoch 6 / Val] loss: 5.492207359313965 loss_mean: 4.346717329978943 loss_max: 6.637697381496429 mse_mean: 61.508321773529055 mse_max: 127.7297017211914 mae_mean: 4.346717329978943 mae_max: 6.637697381496429 me_mean: -0.0034035795100498946 me_max: -0.4262919006545926 mrmse_mean: 4.346717329978943 mrmse_max: 6.637697381496429 mrmse_rmvar_mean: 4.31844184923172 mrmse_rmvar_max: 6.351997494697571 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.18502173966169358 log_var_max: 0.05573186773061752
[Epoch 7 / Train] 
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[Epoch 7 / Train] loss: 3.6336766600608827 loss_mean: 2.8990916553735735 loss_max: 4.368261659860611 mse_mean: 32.43110053253174 mse_max: 64.8840811920166 mae_mean: 2.8990916553735735 mae_max: 4.368261659860611 me_mean: -0.8979453217641858 me_max: -1.2530374650662999 mrmse_mean: 2.8990916553735735 mrmse_max: 4.368261659860611 mrmse_rmvar_mean: 3.0014696455001832 mrmse_rmvar_max: 4.204257548332214 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.17350210346281528 log_var_max: 0.043222737986594435
[Epoch 7 / Val] 
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[Epoch 7 / Val] loss: 5.249848919391632 loss_mean: 4.094960671424865 loss_max: 6.404737174987793 mse_mean: 55.18603493499756 mse_max: 120.409891456604 mae_mean: 4.094960671424865 mae_max: 6.404737174987793 me_mean: -0.555587903665728 me_max: -1.03753814038774 mrmse_mean: 4.094960671424865 mrmse_max: 6.404737174987793 mrmse_rmvar_mean: 4.099165692806244 mrmse_rmvar_max: 6.151206498146057 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.18697135308384896 log_var_max: 0.05738546633347869
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[Epoch 8 / Train] loss: 3.6077133131027224 loss_mean: 2.8788248891830444 loss_max: 4.336601735830307 mse_mean: 32.1338694820404 mse_max: 64.44642324447632 mae_mean: 2.8788248891830444 mae_max: 4.336601735830307 me_mean: -0.8867005891911686 me_max: -1.230041266284883 mrmse_mean: 2.8788248891830444 mrmse_max: 4.336601735830307 mrmse_rmvar_mean: 2.986222545027733 mrmse_rmvar_max: 4.177952884197235 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.17277078683674335 log_var_max: 0.04290555951558053
[Epoch 8 / Val] 
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[Epoch 8 / Val] loss: 5.352728287696839 loss_mean: 4.167523863315583 loss_max: 6.537932703495025 mse_mean: 56.173953125 mse_max: 123.34336790466308 mae_mean: 4.167523863315583 mae_max: 6.537932703495025 me_mean: -0.665880100321956 me_max: -1.0258353206743487 mrmse_mean: 4.167523863315583 mrmse_max: 6.537932703495025 mrmse_rmvar_mean: 4.16494743347168 mrmse_rmvar_max: 6.28392298078537 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.2156017192006111 log_var_max: 0.05834925924614072
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[Epoch 9 / Train] loss: 3.61767574763298 loss_mean: 2.8834466733932493 loss_max: 4.351904822587967 mse_mean: 32.37786023139954 mse_max: 65.15454848098754 mae_mean: 2.8834466733932493 mae_max: 4.351904822587967 me_mean: -0.8918146970761008 me_max: -1.2457611526148393 mrmse_mean: 2.8834466733932493 mrmse_max: 4.351904822587967 mrmse_rmvar_mean: 2.9917202050685883 mrmse_rmvar_max: 4.195354082822799 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.1756465170532465 log_var_max: 0.039016578363254666
[Epoch 9 / Val] 
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[Epoch 9 / Val] loss: 5.375648568153381 loss_mean: 4.2000684633255005 loss_max: 6.551228655338288 mse_mean: 57.71952133178711 mse_max: 125.28985649108887 mae_mean: 4.2000684633255005 mae_max: 6.551228655338288 me_mean: -0.4814807907789946 me_max: -0.8730374229121953 mrmse_mean: 4.2000684633255005 mrmse_max: 6.551228655338288 mrmse_rmvar_mean: 4.191550151348114 mrmse_rmvar_max: 6.287705746173859 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.19459159582853316 log_var_max: 0.045571813045768066
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[Epoch 10 / Train] loss: 3.5184643089771273 loss_mean: 2.8117204830646516 loss_max: 4.22520814037323 mse_mean: 31.22273309135437 mse_max: 62.29101504898071 mae_mean: 2.8117204830646516 mae_max: 4.22520814037323 me_mean: -0.8569408908858895 me_max: -1.1966147300535812 mrmse_mean: 2.8117204830646516 mrmse_max: 4.22520814037323 mrmse_rmvar_mean: 2.93087464427948 mrmse_rmvar_max: 4.076055662870407 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.17599012131989003 log_var_max: 0.03566247639618814
[Epoch 10 / Val] 
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[Epoch 10 / Val] loss: 5.28885498714447 loss_mean: 4.108025086402893 loss_max: 6.469684902191162 mse_mean: 55.829212882995606 mse_max: 123.79647722625732 mae_mean: 4.108025086402893 mae_max: 6.469684902191162 me_mean: -0.6190775461834855 me_max: -0.8377768157036044 mrmse_mean: 4.108025086402893 mrmse_max: 6.469684902191162 mrmse_rmvar_mean: 4.105275761604309 mrmse_rmvar_max: 6.212952739238739 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.18403548237681389 log_var_max: 0.04918424825649709
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[Epoch 11 / Train] loss: 3.490751366853714 loss_mean: 2.784940099596977 loss_max: 4.1965626351833345 mse_mean: 30.823496530532836 mse_max: 61.98230414962769 mae_mean: 2.784940099596977 mae_max: 4.1965626351833345 me_mean: -0.8407856036010198 me_max: -1.1748110624607362 mrmse_mean: 2.784940099596977 mrmse_max: 4.1965626351833345 mrmse_rmvar_mean: 2.909553876042366 mrmse_rmvar_max: 4.056606461763382 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.1751826974451542 log_var_max: 0.03431247970089316
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[Epoch 11 / Val] loss: 5.318791256904602 loss_mean: 4.1358802137374875 loss_max: 6.501702312946319 mse_mean: 56.881128604888914 mse_max: 126.0287968597412 mae_mean: 4.1358802137374875 mae_max: 6.501702312946319 me_mean: -0.5346955479865428 me_max: -0.7674381783595309 mrmse_mean: 4.1358802137374875 mrmse_max: 6.501702312946319 mrmse_rmvar_mean: 4.148080704689026 mrmse_rmvar_max: 6.247899318695068 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.18946384227275848 log_var_max: 0.041236513431183994
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[Epoch 12 / Train] loss: 3.514823577404022 loss_mean: 2.8042178624868392 loss_max: 4.225429278373718 mse_mean: 31.012911670684815 mse_max: 62.51843621635437 mae_mean: 2.8042178624868392 mae_max: 4.225429278373718 me_mean: -0.823734225488035 me_max: -1.1466111280696931 mrmse_mean: 2.8042178624868392 mrmse_max: 4.225429278373718 mrmse_rmvar_mean: 2.9238946378231048 mrmse_rmvar_max: 4.081253358364105 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.17526438079774379 log_var_max: 0.03445565602369607
[Epoch 12 / Val] 
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[Epoch 12 / Val] loss: 5.179063278198242 loss_mean: 4.023887065887451 loss_max: 6.3342394690513615 mse_mean: 53.207778121948245 mse_max: 116.34933778381348 mae_mean: 4.023887065887451 mae_max: 6.3342394690513615 me_mean: -0.8997548584137112 me_max: -1.4276485196035356 mrmse_mean: 4.023887065887451 mrmse_max: 6.3342394690513615 mrmse_rmvar_mean: 4.028213579654693 mrmse_rmvar_max: 6.0809959211349485 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.19193554601073265 log_var_max: 0.035976896814769135
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[Epoch 13 / Train] loss: 3.4771883256435396 loss_mean: 2.7697548197507857 loss_max: 4.184621821641922 mse_mean: 30.739371463775633 mse_max: 62.169305240631104 mae_mean: 2.7697548197507857 mae_max: 4.184621821641922 me_mean: -0.8505184367317706 me_max: -1.191995655976294 mrmse_mean: 2.7697548197507857 mrmse_max: 4.184621821641922 mrmse_rmvar_mean: 2.8963818712234497 mrmse_rmvar_max: 4.044697422981262 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.17592922800779343 log_var_max: 0.0350169746465981
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[Epoch 13 / Val] loss: 5.19500883102417 loss_mean: 4.031592904567718 loss_max: 6.358424765110016 mse_mean: 54.46662289428711 mse_max: 120.75001262664794 mae_mean: 4.031592904567718 mae_max: 6.358424765110016 me_mean: -0.7058202935010195 me_max: -1.0289724968341178 mrmse_mean: 4.031592904567718 mrmse_max: 6.358424765110016 mrmse_rmvar_mean: 4.041453690528869 mrmse_rmvar_max: 6.111403840065003 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.17737428495287896 log_var_max: 0.05343195227440447
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[Epoch 14 / Train] loss: 3.4466892092227934 loss_mean: 2.7491251834630965 loss_max: 4.144253234624863 mse_mean: 30.31649056339264 mse_max: 61.05635962867737 mae_mean: 2.7491251834630965 mae_max: 4.144253234624863 me_mean: -0.8199693778543442 me_max: -1.1541377335495782 mrmse_mean: 2.7491251834630965 mrmse_max: 4.144253234624863 mrmse_rmvar_mean: 2.8770454090833666 mrmse_rmvar_max: 4.008261074066162 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.17282983320951462 log_var_max: 0.035231230791658165
[Epoch 14 / Val] 
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[Epoch 14 / Val] loss: 5.387789664268493 loss_mean: 4.1960480260849 loss_max: 6.579531308650971 mse_mean: 58.92346283340454 mse_max: 129.921271232605 mae_mean: 4.1960480260849 mae_max: 6.579531308650971 me_mean: -0.09960444504371845 me_max: -0.10256612195121124 mrmse_mean: 4.1960480260849 mrmse_max: 6.579531308650971 mrmse_rmvar_mean: 4.206529139995575 mrmse_rmvar_max: 6.337345073223114 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.19164912563562392 log_var_max: 0.042125589915551244
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[Epoch 15 / Train] loss: 3.448507773399353 loss_mean: 2.747497765541077 loss_max: 4.149517791032791 mse_mean: 30.146887912750245 mse_max: 60.84947749900818 mae_mean: 2.747497765541077 mae_max: 4.149517791032791 me_mean: -0.8200816734209657 me_max: -1.1572133128531277 mrmse_mean: 2.747497765541077 mrmse_max: 4.149517791032791 mrmse_rmvar_mean: 2.8724917031526567 mrmse_rmvar_max: 4.009817663908005 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.17170868434011935 log_var_max: 0.034241927893832326
[Epoch 15 / Val] 
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[Epoch 15 / Val] loss: 5.264448945522308 loss_mean: 4.082016186714172 loss_max: 6.446881730079651 mse_mean: 55.97230222320557 mse_max: 123.94743390655518 mae_mean: 4.082016186714172 mae_max: 6.446881730079651 me_mean: -0.4253966271977406 me_max: -0.5412607436776161 mrmse_mean: 4.082016186714172 mrmse_max: 6.446881730079651 mrmse_rmvar_mean: 4.088343625545502 mrmse_rmvar_max: 6.198956955432892 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.18253478759527206 log_var_max: 0.04877972174435854
[Epoch 16 / Train] 
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[Epoch 16 / Train] 
[Epoch 16 / Train] 
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[Epoch 16 / Train] 
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[Epoch 16 / Train] 
[Epoch 16 / Train] 
[Epoch 16 / Train] 
[Epoch 16 / Train] 
[Epoch 16 / Train] 
[Epoch 16 / Train] 
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[Epoch 16 / Train] 
[Epoch 16 / Train] 
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[Epoch 16 / Train] 
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[Epoch 16 / Train] 
[Epoch 16 / Train] 
[Epoch 16 / Train] 
[Epoch 16 / Train] 
[Epoch 16 / Train] 
[Epoch 16 / Train] 
[Epoch 16 / Train] 
[Epoch 16 / Train] 
[Epoch 16 / Train] 
[Epoch 16 / Train] 
[Epoch 16 / Train] 
[Epoch 16 / Train] 
[Epoch 16 / Train] 
[Epoch 16 / Train] 
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[Epoch 16 / Train] 
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[Epoch 16 / Train] 
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[Epoch 16 / Train] 
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[Epoch 16 / Train] 
[Epoch 16 / Train] 
[Epoch 16 / Train] 
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[Epoch 16 / Train] 
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[Epoch 16 / Train] loss: 3.4062466073036193 loss_mean: 2.7167246470451354 loss_max: 4.095768566846847 mse_mean: 29.884541056632994 mse_max: 60.16137550544739 mae_mean: 2.7167246470451354 mae_max: 4.095768566846847 me_mean: -0.8109119402684737 me_max: -1.142730140588479 mrmse_mean: 2.7167246470451354 mrmse_max: 4.095768566846847 mrmse_rmvar_mean: 2.851848269343376 mrmse_rmvar_max: 3.966866456270218 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.17194132371246815 log_var_max: 0.03638588421978056
[Epoch 16 / Val] 
[Epoch 16 / Val] 
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[Epoch 16 / Val] loss: 5.291726013660431 loss_mean: 4.1185164284706115 loss_max: 6.464935614585876 mse_mean: 57.05070670318604 mse_max: 126.18248908233643 mae_mean: 4.1185164284706115 mae_max: 6.464935614585876 me_mean: -0.384076683831634 me_max: -0.5966582167311572 mrmse_mean: 4.1185164284706115 mrmse_max: 6.464935614585876 mrmse_rmvar_mean: 4.133654840946198 mrmse_rmvar_max: 6.223323781967163 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.18695224389433862 log_var_max: 0.04998737410642207
[Epoch 17 / Train] 
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[Epoch 17 / Train] loss: 3.3815965240001677 loss_mean: 2.697200268507004 loss_max: 4.065992781639099 mse_mean: 29.59171927547455 mse_max: 59.53218732643128 mae_mean: 2.697200268507004 mae_max: 4.065992781639099 me_mean: -0.8048211036219727 me_max: -1.1362415006295778 mrmse_mean: 2.697200268507004 mrmse_max: 4.065992781639099 mrmse_rmvar_mean: 2.831802068591118 mrmse_rmvar_max: 3.9383430032730105 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.16982655447721481 log_var_max: 0.032257353693246844
[Epoch 17 / Val] 
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[Epoch 17 / Val] loss: 5.166307606220245 loss_mean: 4.009457422733307 loss_max: 6.323157786846161 mse_mean: 53.8404158744812 mse_max: 119.67299340820313 mae_mean: 4.009457422733307 mae_max: 6.323157786846161 me_mean: -0.6680187845248728 me_max: -0.882783857697621 mrmse_mean: 4.009457422733307 mrmse_max: 6.323157786846161 mrmse_rmvar_mean: 4.015798622608185 mrmse_rmvar_max: 6.078980212211609 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.18169257137179376 log_var_max: 0.05127729392424226
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[Epoch 18 / Train] loss: 3.401322040915489 loss_mean: 2.7172983272075655 loss_max: 4.08534575176239 mse_mean: 29.9412580575943 mse_max: 60.245509977340696 mae_mean: 2.7172983272075655 mae_max: 4.08534575176239 me_mean: -0.7913265454461216 me_max: -1.1121033395970443 mrmse_mean: 2.7172983272075655 mrmse_max: 4.08534575176239 mrmse_rmvar_mean: 2.846658760547638 mrmse_rmvar_max: 3.959481510400772 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.16838705180585384 log_var_max: 0.03735402599163353
[Epoch 18 / Val] 
[Epoch 18 / Val] 
[Epoch 18 / Val] 
[Epoch 18 / Val] 
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[Epoch 18 / Val] loss: 5.159792945861817 loss_mean: 4.018255591392517 loss_max: 6.30133030128479 mse_mean: 54.80288510131836 mse_max: 119.86314688110352 mae_mean: 4.018255591392517 mae_max: 6.30133030128479 me_mean: -0.6335566491861828 me_max: -1.0978458905481383 mrmse_mean: 4.018255591392517 mrmse_max: 6.30133030128479 mrmse_rmvar_mean: 4.033778444290161 mrmse_rmvar_max: 6.069727516651153 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.17583931079506873 log_var_max: 0.04354687017947435
[Epoch 19 / Train] 
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[Epoch 19 / Train] loss: 3.3654503195285796 loss_mean: 2.6832619693279267 loss_max: 4.04763866686821 mse_mean: 29.35131644439697 mse_max: 59.41329601287842 mae_mean: 2.6832619693279267 mae_max: 4.04763866686821 me_mean: -0.7793982820245438 me_max: -1.1016168197866063 mrmse_mean: 2.6832619693279267 mrmse_max: 4.04763866686821 mrmse_rmvar_mean: 2.8182018773555755 mrmse_rmvar_max: 3.927306881189346 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.16742340855300428 log_var_max: 0.03774557949602604
[Epoch 19 / Val] 
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[Epoch 19 / Val] loss: 5.1414352631568905 loss_mean: 3.9983311719894408 loss_max: 6.2845393705368044 mse_mean: 53.945570331573485 mse_max: 119.44924668884278 mae_mean: 3.9983311719894408 mae_max: 6.2845393705368044 me_mean: -0.7037150183315389 me_max: -1.125325269890949 mrmse_mean: 3.9983311719894408 mrmse_max: 6.2845393705368044 mrmse_rmvar_mean: 4.017939237117767 mrmse_rmvar_max: 6.0704650521278385 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.18789617928862573 log_var_max: 0.06320372729748487
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[Epoch 20 / Train] loss: 3.3712560567855836 loss_mean: 2.6868934943675993 loss_max: 4.055618620872497 mse_mean: 29.53190337944031 mse_max: 59.72654938697815 mae_mean: 2.6868934943675993 mae_max: 4.055618620872497 me_mean: -0.7907160488967784 me_max: -1.1250193936510477 mrmse_mean: 2.6868934943675993 mrmse_max: 4.055618620872497 mrmse_rmvar_mean: 2.820424217104912 mrmse_rmvar_max: 3.9373094773292543 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.1691122725903988 log_var_max: 0.039191847508773206
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[Epoch 20 / Val] loss: 5.1169423146247865 loss_mean: 3.9652552428245547 loss_max: 6.268629426002502 mse_mean: 52.4513173828125 mse_max: 117.30400645446777 mae_mean: 3.9652552428245547 mae_max: 6.268629426002502 me_mean: -0.7574141987860202 me_max: -0.9750080805285833 mrmse_mean: 3.9652552428245547 mrmse_max: 6.268629426002502 mrmse_rmvar_mean: 3.975508884906769 mrmse_rmvar_max: 6.0337155566215515 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.18261622858047485 log_var_max: 0.04107588309142739
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[Epoch 21 / Train] 
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[Epoch 21 / Train] 
[Epoch 21 / Train] loss: 3.330005843758583 loss_mean: 2.652755167603493 loss_max: 4.007256525278091 mse_mean: 28.972921447753905 mse_max: 58.653613342285155 mae_mean: 2.652755167603493 mae_max: 4.007256525278091 me_mean: -0.7905915253020357 me_max: -1.128990018790646 mrmse_mean: 2.652755167603493 mrmse_max: 4.007256525278091 mrmse_rmvar_mean: 2.791875184893608 mrmse_rmvar_max: 3.893281666994095 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.17117904435098172 log_var_max: 0.038497176546603444
[Epoch 21 / Val] 
[Epoch 21 / Val] 
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[Epoch 21 / Val] 
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[Epoch 21 / Val] 
[Epoch 21 / Val] 
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[Epoch 21 / Val] 
[Epoch 21 / Val] 
[Epoch 21 / Val] 
[Epoch 21 / Val] 
[Epoch 21 / Val] 
[Epoch 21 / Val] 
[Epoch 21 / Val] 
[Epoch 21 / Val] 
[Epoch 21 / Val] 
[Epoch 21 / Val] 
[Epoch 21 / Val] 
[Epoch 21 / Val] 
[Epoch 21 / Val] 
[Epoch 21 / Val] 
[Epoch 21 / Val] 
[Epoch 21 / Val] 
[Epoch 21 / Val] 
[Epoch 21 / Val] 
[Epoch 21 / Val] 
[Epoch 21 / Val] 
[Epoch 21 / Val] 
[Epoch 21 / Val] 
[Epoch 21 / Val] 
[Epoch 21 / Val] 
[Epoch 21 / Val] 
[Epoch 21 / Val] 
[Epoch 21 / Val] 
[Epoch 21 / Val] loss: 5.14737962436676 loss_mean: 3.998942177772522 loss_max: 6.29581706237793 mse_mean: 54.518157787323 mse_max: 120.13698320770264 mae_mean: 3.998942177772522 mae_max: 6.29581706237793 me_mean: -0.7426577307875268 me_max: -1.1556605922803282 mrmse_mean: 3.998942177772522 mrmse_max: 6.29581706237793 mrmse_rmvar_mean: 4.021991580009461 mrmse_rmvar_max: 6.08408348274231 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.17597131896018983 log_var_max: 0.05246268798783422
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
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[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
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[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
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[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
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[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
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[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
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[Epoch 22 / Train] 
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[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
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[Epoch 22 / Train] 
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[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
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[Epoch 22 / Train] 
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[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
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[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] 
[Epoch 22 / Train] loss: 3.3353042681217193 loss_mean: 2.6549850912094115 loss_max: 4.015623444080353 mse_mean: 29.066720007896425 mse_max: 59.136180665969846 mae_mean: 2.6549850912094115 mae_max: 4.015623444080353 me_mean: -0.7963558632952626 me_max: -1.1511372714519967 mrmse_mean: 2.6549850912094115 mrmse_max: 4.015623444080353 mrmse_rmvar_mean: 2.793039494037628 mrmse_rmvar_max: 3.9025743126869203 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.1708304235637188 log_var_max: 0.04089683652855456
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
[Epoch 22 / Val] 
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[Epoch 22 / Val] 
[Epoch 22 / Val] loss: 5.1385204911232 loss_mean: 4.024847735404968 loss_max: 6.2521932535171505 mse_mean: 55.60288720703125 mse_max: 119.23226355743408 mae_mean: 4.024847735404968 mae_max: 6.2521932535171505 me_mean: -0.43388973026536404 me_max: -0.8751941375769675 mrmse_mean: 4.024847735404968 mrmse_max: 6.2521932535171505 mrmse_rmvar_mean: 4.044747089862823 mrmse_rmvar_max: 6.027463959217071 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.1721159282028675 log_var_max: 0.04040718912472949
[Epoch 23 / Train] 
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[Epoch 23 / Train] loss: 3.3333427894115446 loss_mean: 2.6561571490764617 loss_max: 4.010528434276581 mse_mean: 29.267857540130617 mse_max: 59.17184557723999 mae_mean: 2.6561571490764617 mae_max: 4.010528434276581 me_mean: -0.7814649617112008 me_max: -1.1098267046957044 mrmse_mean: 2.6561571490764617 mrmse_max: 4.010528434276581 mrmse_rmvar_mean: 2.7933068480491636 mrmse_rmvar_max: 3.899201503038406 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.16908275650441645 log_var_max: 0.04040585167333484
[Epoch 23 / Val] 
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[Epoch 23 / Val] loss: 5.068795987129212 loss_mean: 3.9353345341682435 loss_max: 6.202257433414459 mse_mean: 53.25902952575684 mse_max: 115.74820384216308 mae_mean: 3.9353345341682435 mae_max: 6.202257433414459 me_mean: -0.8370781602170319 me_max: -1.5217978791873903 mrmse_mean: 3.9353345341682435 mrmse_max: 6.202257433414459 mrmse_rmvar_mean: 3.9601073656082155 mrmse_rmvar_max: 5.984848967075348 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.17817417472600938 log_var_max: 0.052573570389300585
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[Epoch 24 / Train] loss: 3.2834945174455643 loss_mean: 2.618440087914467 loss_max: 3.948548947095871 mse_mean: 28.460136813163757 mse_max: 57.55113772201538 mae_mean: 2.618440087914467 mae_max: 3.948548947095871 me_mean: -0.7654250675076619 me_max: -1.0990957001484931 mrmse_mean: 2.618440087914467 mrmse_max: 3.948548947095871 mrmse_rmvar_mean: 2.7596828064918517 mrmse_rmvar_max: 3.8414467208385465 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.17047900976240635 log_var_max: 0.035761812850832936
[Epoch 24 / Val] 
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[Epoch 24 / Val] loss: 5.094562191963195 loss_mean: 3.9722775483131407 loss_max: 6.216846827507019 mse_mean: 53.79203698348999 mse_max: 117.06273736572265 mae_mean: 3.9722775483131407 mae_max: 6.216846827507019 me_mean: -0.4536739913118072 me_max: -1.1056414747522212 mrmse_mean: 3.9722775483131407 mrmse_max: 6.216846827507019 mrmse_rmvar_mean: 3.9871116762161254 mrmse_rmvar_max: 5.99477232170105 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.16485379341244696 log_var_max: 0.04208147385902703
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[Epoch 25 / Train] loss: 3.296132395505905 loss_mean: 2.625135899186134 loss_max: 3.967128895521164 mse_mean: 28.828547488212585 mse_max: 58.60812875366211 mae_mean: 2.625135899186134 mae_max: 3.967128895521164 me_mean: -0.7856100843630266 me_max: -1.1260419172686524 mrmse_mean: 2.625135899186134 mrmse_max: 3.967128895521164 mrmse_rmvar_mean: 2.7686948100328443 mrmse_rmvar_max: 3.8606542994976043 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.17119546090066434 log_var_max: 0.03274047888815403
[Epoch 25 / Val] 
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[Epoch 25 / Val] loss: 5.069635830402374 loss_mean: 3.9268695693016054 loss_max: 6.212402095794678 mse_mean: 52.57358765411377 mse_max: 117.342638671875 mae_mean: 3.9268695693016054 mae_max: 6.212402095794678 me_mean: -0.46067080067354255 me_max: -0.6313310806609225 mrmse_mean: 3.9268695693016054 mrmse_max: 6.212402095794678 mrmse_rmvar_mean: 3.9336494250297545 mrmse_rmvar_max: 5.98070772266388 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.15639945968985558 log_var_max: 0.028173345044255258
[Epoch 26 / Train] 
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[Epoch 26 / Train] loss: 3.2840574350357055 loss_mean: 2.6155467617511747 loss_max: 3.9525681016445158 mse_mean: 28.674867077827454 mse_max: 58.37983832359314 mae_mean: 2.6155467617511747 mae_max: 3.9525681016445158 me_mean: -0.7780734056844376 me_max: -1.1127947857766411 mrmse_mean: 2.6155467617511747 mrmse_max: 3.9525681016445158 mrmse_rmvar_mean: 2.756415750026703 mrmse_rmvar_max: 3.8497673919200897 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.17055980278551577 log_var_max: 0.034201859410852194
[Epoch 26 / Val] 
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[Epoch 26 / Val] loss: 5.107254619598389 loss_mean: 3.9672540192604067 loss_max: 6.247255218982697 mse_mean: 54.60705788040161 mse_max: 120.70718730163574 mae_mean: 3.9672540192604067 mae_max: 6.247255218982697 me_mean: -0.39026646728906783 me_max: -0.6145454847370274 mrmse_mean: 3.9672540192604067 mrmse_max: 6.247255218982697 mrmse_rmvar_mean: 3.9849410638809206 mrmse_rmvar_max: 6.027388025760651 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.16574154967069626 log_var_max: 0.027906755308853462
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[Epoch 27 / Train] loss: 3.258605412006378 loss_mean: 2.5976061240434647 loss_max: 3.9196046962738036 mse_mean: 28.411637769699098 mse_max: 57.60148822975159 mae_mean: 2.5976061240434647 mae_max: 3.9196046962738036 me_mean: -0.7654704229004419 me_max: -1.0992094132616184 mrmse_mean: 2.5976061240434647 mrmse_max: 3.9196046962738036 mrmse_rmvar_mean: 2.7408990864753724 mrmse_rmvar_max: 3.816960249662399 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.17444388595223426 log_var_max: 0.03664633140154183
[Epoch 27 / Val] 
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[Epoch 27 / Val] loss: 5.06065576839447 loss_mean: 3.9330111033916473 loss_max: 6.188300449848175 mse_mean: 53.26027525711059 mse_max: 116.71265238952637 mae_mean: 3.9330111033916473 mae_max: 6.188300449848175 me_mean: -0.6316250706656138 me_max: -1.1167832603809658 mrmse_mean: 3.9330111033916473 mrmse_max: 6.188300449848175 mrmse_rmvar_mean: 3.941051037788391 mrmse_rmvar_max: 5.966022121429443 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.15903971093893052 log_var_max: 0.03886219544825144
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[Epoch 28 / Train] loss: 3.2585161321163176 loss_mean: 2.591620100736618 loss_max: 3.9254121601581575 mse_mean: 28.290646719932557 mse_max: 57.55243949699402 mae_mean: 2.591620100736618 mae_max: 3.9254121601581575 me_mean: -0.7619287784358021 me_max: -1.095423121952219 mrmse_mean: 2.591620100736618 mrmse_max: 3.9254121601581575 mrmse_rmvar_mean: 2.732999917626381 mrmse_rmvar_max: 3.820782100915909 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.16950825276970863 log_var_max: 0.03506822604686022
[Epoch 28 / Val] 
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[Epoch 28 / Val] loss: 5.100984282970429 loss_mean: 3.9636366276741026 loss_max: 6.238331933021545 mse_mean: 54.31614863967896 mse_max: 119.72828367614746 mae_mean: 3.9636366276741026 mae_max: 6.238331933021545 me_mean: -0.4931089940911406 me_max: -0.9094632634399459 mrmse_mean: 3.9636366276741026 mrmse_max: 6.238331933021545 mrmse_rmvar_mean: 3.984998404979706 mrmse_rmvar_max: 6.0401007957458495 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.16667324306070805 log_var_max: 0.06024474385008216
[Epoch 29 / Train] 
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[Epoch 29 / Train] loss: 3.2579979704618456 loss_mean: 2.593092537522316 loss_max: 3.9229034130573273 mse_mean: 28.373400787353514 mse_max: 57.74278585243225 mae_mean: 2.593092537522316 mae_max: 3.9229034130573273 me_mean: -0.7665515985484235 me_max: -1.1084698080297093 mrmse_mean: 2.593092537522316 mrmse_max: 3.9229034130573273 mrmse_rmvar_mean: 2.73542195892334 mrmse_rmvar_max: 3.8209490361213683 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.17264709004759787 log_var_max: 0.03872731401026249
[Epoch 29 / Val] 
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[Epoch 29 / Val] loss: 5.059029284954071 loss_mean: 3.9273693437576296 loss_max: 6.190689227104187 mse_mean: 52.8767145614624 mse_max: 123.44761043548584 mae_mean: 3.9273693437576296 mae_max: 6.190689227104187 me_mean: -0.7647903989635524 me_max: -1.1766617308701388 mrmse_mean: 3.9273693437576296 mrmse_max: 6.190689227104187 mrmse_rmvar_mean: 3.9472602753639223 mrmse_rmvar_max: 5.980581668376923 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.17626738169789313 log_var_max: 0.047823840079829094
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[Epoch 30 / Train] loss: 3.2320421134233475 loss_mean: 2.5692214268445968 loss_max: 3.8948628041744233 mse_mean: 28.03275054168701 mse_max: 57.165186920166015 mae_mean: 2.5692214268445968 mae_max: 3.8948628041744233 me_mean: -0.7502467513360316 me_max: -1.081016969848657 mrmse_mean: 2.5692214268445968 mrmse_max: 3.8948628041744233 mrmse_rmvar_mean: 2.7145267238616944 mrmse_rmvar_max: 3.7958506774902343 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.17064230301976205 log_var_max: 0.0360171855892986
[Epoch 30 / Val] 
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[Epoch 30 / Val] loss: 5.0889198317527775 loss_mean: 3.939210101604462 loss_max: 6.238629554271698 mse_mean: 52.95796699905396 mse_max: 118.68308686828614 mae_mean: 3.939210101604462 mae_max: 6.238629554271698 me_mean: -0.7196600887132809 me_max: -0.8956423317608424 mrmse_mean: 3.939210101604462 mrmse_max: 6.238629554271698 mrmse_rmvar_mean: 3.9524350514411926 mrmse_rmvar_max: 6.0161338057518 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.17210801246762275 log_var_max: 0.039674568528309466
[Epoch 31 / Train] 
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[Epoch 31 / Train] loss: 3.2240469319820404 loss_mean: 2.5659248530864716 loss_max: 3.882169013738632 mse_mean: 27.829165517807006 mse_max: 56.74428505325317 mae_mean: 2.5659248530864716 mae_max: 3.882169013738632 me_mean: -0.7491557642178377 me_max: -1.0770982292019762 mrmse_mean: 2.5659248530864716 mrmse_max: 3.882169013738632 mrmse_rmvar_mean: 2.7108138294219972 mrmse_rmvar_max: 3.7830755240917204 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.1709149938672781 log_var_max: 0.03657183784618974
[Epoch 31 / Val] 
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[Epoch 31 / Val] loss: 4.960247060775757 loss_mean: 3.8465987157821657 loss_max: 6.073895401477814 mse_mean: 50.89731064224243 mse_max: 112.55283944702148 mae_mean: 3.8465987157821657 mae_max: 6.073895401477814 me_mean: -0.6692207575251814 me_max: -1.1121215997433755 mrmse_mean: 3.8465987157821657 mrmse_max: 6.073895401477814 mrmse_rmvar_mean: 3.8677983589172364 mrmse_rmvar_max: 5.861972731590271 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.177997859030962 log_var_max: 0.04438913136906922
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[Epoch 32 / Train] loss: 3.2104948291778563 loss_mean: 2.5558736809492113 loss_max: 3.865115975379944 mse_mean: 27.719464447021483 mse_max: 56.5912186794281 mae_mean: 2.5558736809492113 mae_max: 3.865115975379944 me_mean: -0.7454855464820866 me_max: -1.0803990926996339 mrmse_mean: 2.5558736809492113 mrmse_max: 3.865115975379944 mrmse_rmvar_mean: 2.7034048389196395 mrmse_rmvar_max: 3.7714009318351747 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.16979361507296561 log_var_max: 0.03861309753358364
[Epoch 32 / Val] 
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[Epoch 32 / Val] loss: 5.044082912921906 loss_mean: 3.9103482794761657 loss_max: 6.177817534446716 mse_mean: 52.949315406799315 mse_max: 117.51626331329345 mae_mean: 3.9103482794761657 mae_max: 6.177817534446716 me_mean: -0.641184260738315 me_max: -0.8948677698420361 mrmse_mean: 3.9103482794761657 mrmse_max: 6.177817534446716 mrmse_rmvar_mean: 3.9337748107910158 mrmse_rmvar_max: 5.976173166751861 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.16523922571539879 log_var_max: 0.04897849986329675
[Epoch 33 / Train] 
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[Epoch 33 / Train] loss: 3.2420923988819124 loss_mean: 2.581908621788025 loss_max: 3.9022761850357055 mse_mean: 28.336608103752138 mse_max: 57.660193689346315 mae_mean: 2.581908621788025 mae_max: 3.9022761850357055 me_mean: -0.755966853013786 me_max: -1.087169598987559 mrmse_mean: 2.581908621788025 mrmse_max: 3.9022761850357055 mrmse_rmvar_mean: 2.724285635113716 mrmse_rmvar_max: 3.8036939568519594 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.1676115736812353 log_var_max: 0.03512211174145341
[Epoch 33 / Val] 
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[Epoch 33 / Val] loss: 5.121266159534454 loss_mean: 3.9863859806060793 loss_max: 6.256146336555481 mse_mean: 55.0723564491272 mse_max: 120.62110124206544 mae_mean: 3.9863859806060793 mae_max: 6.256146336555481 me_mean: -0.4595528120500967 me_max: -0.9036039937809109 mrmse_mean: 3.9863859806060793 mrmse_max: 6.256146336555481 mrmse_rmvar_mean: 4.00059157705307 mrmse_rmvar_max: 6.041781435489654 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.15251604855060577 log_var_max: 0.03395983088482171
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[Epoch 34 / Train] loss: 3.1963474221229555 loss_mean: 2.539281640291214 loss_max: 3.8534132175445555 mse_mean: 27.491224062919617 mse_max: 56.33282707309723 mae_mean: 2.539281640291214 mae_max: 3.8534132175445555 me_mean: -0.7352173896329477 me_max: -1.0657425259354094 mrmse_mean: 2.539281640291214 mrmse_max: 3.8534132175445555 mrmse_rmvar_mean: 2.684753521680832 mrmse_rmvar_max: 3.7580907423496246 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.16541941142082214 log_var_max: 0.03282584135420621
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[Epoch 34 / Val] loss: 5.051311996936798 loss_mean: 3.9255206365585327 loss_max: 6.177103357791901 mse_mean: 53.756781475067136 mse_max: 118.38186789703369 mae_mean: 3.9255206365585327 mae_max: 6.177103357791901 me_mean: -0.5380944488244132 me_max: -0.9056163740586489 mrmse_mean: 3.9255206365585327 mrmse_max: 6.177103357791901 mrmse_rmvar_mean: 3.943816686630249 mrmse_rmvar_max: 5.966659346103668 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.16375882491469385 log_var_max: 0.02888049085147213
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[Epoch 35 / Train] loss: 3.1991941125392915 loss_mean: 2.542595260620117 loss_max: 3.8557929604053496 mse_mean: 27.555561544418335 mse_max: 56.558025108337404 mae_mean: 2.542595260620117 mae_max: 3.8557929604053496 me_mean: -0.7350973865850828 me_max: -1.064696613179054 mrmse_mean: 2.542595260620117 mrmse_max: 3.8557929604053496 mrmse_rmvar_mean: 2.6865724458694458 mrmse_rmvar_max: 3.7607767312526703 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.1692310132086277 log_var_max: 0.03296466628089547
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[Epoch 35 / Val] loss: 5.023660327911377 loss_mean: 3.9065002353191374 loss_max: 6.140820409297943 mse_mean: 53.47259130477905 mse_max: 117.1507335357666 mae_mean: 3.9065002353191374 mae_max: 6.140820409297943 me_mean: -0.39123840363006457 me_max: -0.6591196625801967 mrmse_mean: 3.9065002353191374 mrmse_max: 6.140820409297943 mrmse_rmvar_mean: 3.92074266910553 mrmse_rmvar_max: 5.925717809677124 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.16103497111797332 log_var_max: 0.026893559605814518
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[Epoch 36 / Train] loss: 3.188060385942459 loss_mean: 2.5378320447206497 loss_max: 3.838288727283478 mse_mean: 27.699914005279542 mse_max: 56.3872364025116 mae_mean: 2.5378320447206497 mae_max: 3.838288727283478 me_mean: -0.7494091119089862 me_max: -1.087578768329695 mrmse_mean: 2.5378320447206497 mrmse_max: 3.838288727283478 mrmse_rmvar_mean: 2.6832174160480498 mrmse_rmvar_max: 3.746711440324783 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.16805673533678056 log_var_max: 0.031606112794950604
[Epoch 36 / Val] 
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[Epoch 36 / Val] loss: 5.067972136020661 loss_mean: 3.948367389678955 loss_max: 6.187576877593994 mse_mean: 54.541377590179444 mse_max: 118.84346811676025 mae_mean: 3.948367389678955 mae_max: 6.187576877593994 me_mean: -0.371425358459237 me_max: -0.8209561398193473 mrmse_mean: 3.948367389678955 mrmse_max: 6.187576877593994 mrmse_rmvar_mean: 3.9639034786224365 mrmse_rmvar_max: 5.9779387474060055 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.152814155369997 log_var_max: 0.028148083094507455
[Epoch 37 / Train] 
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[Epoch 37 / Train] loss: 3.169475337266922 loss_mean: 2.5182196559906007 loss_max: 3.8207310156822203 mse_mean: 27.18883256149292 mse_max: 55.69408855628967 mae_mean: 2.5182196559906007 mae_max: 3.8207310156822203 me_mean: -0.7350417498043389 me_max: -1.0760954350649845 mrmse_mean: 2.5182196559906007 mrmse_max: 3.8207310156822203 mrmse_rmvar_mean: 2.663683621883392 mrmse_rmvar_max: 3.7296933755874635 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.16533248603343964 log_var_max: 0.031690763745456936
[Epoch 37 / Val] 
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[Epoch 37 / Val] loss: 4.987254226684571 loss_mean: 3.8623049025535585 loss_max: 6.112203542232513 mse_mean: 52.194428604125974 mse_max: 116.2757032623291 mae_mean: 3.8623049025535585 mae_max: 6.112203542232513 me_mean: -0.5545536870623473 me_max: -0.9302938363956055 mrmse_mean: 3.8623049025535585 mrmse_max: 6.112203542232513 mrmse_rmvar_mean: 3.885213096141815 mrmse_rmvar_max: 5.908980895042419 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.1564817314594984 log_var_max: 0.042562871597707275
[Epoch 38 / Train] 
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[Epoch 38 / Train] loss: 3.1442958582639693 loss_mean: 2.498251582980156 loss_max: 3.7903401355743407 mse_mean: 26.852223537445067 mse_max: 54.86909989261627 mae_mean: 2.498251582980156 mae_max: 3.7903401355743407 me_mean: -0.7119451445333543 me_max: -1.0291233020840445 mrmse_mean: 2.498251582980156 mrmse_max: 3.7903401355743407 mrmse_rmvar_mean: 2.6443549867868423 mrmse_rmvar_max: 3.7000287127494813 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.16707386896014215 log_var_max: 0.031255991976708176
[Epoch 38 / Val] 
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[Epoch 38 / Val] loss: 5.048888382434845 loss_mean: 3.9235467944145204 loss_max: 6.1742299771308895 mse_mean: 53.947265323638916 mse_max: 118.90343734741211 mae_mean: 3.9235467944145204 mae_max: 6.1742299771308895 me_mean: -0.3645191988700535 me_max: -0.7099223890773719 mrmse_mean: 3.9235467944145204 mrmse_max: 6.1742299771308895 mrmse_rmvar_mean: 3.9429818544387816 mrmse_rmvar_max: 5.976180435180664 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.16074567084014416 log_var_max: 0.03997283307067118
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[Epoch 39 / Train] loss: 3.163368525505066 loss_mean: 2.515237598538399 loss_max: 3.811499450922012 mse_mean: 27.28846181869507 mse_max: 55.77773088645935 mae_mean: 2.515237598538399 mae_max: 3.811499450922012 me_mean: -0.7232552140480839 me_max: -1.0538960148259067 mrmse_mean: 2.515237598538399 mrmse_max: 3.811499450922012 mrmse_rmvar_mean: 2.662221173644066 mrmse_rmvar_max: 3.7197547514438627 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.1638044195920229 log_var_max: 0.026213159983046352
[Epoch 39 / Val] 
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[Epoch 39 / Val] loss: 4.940348059177398 loss_mean: 3.8331134514808656 loss_max: 6.0475826768875125 mse_mean: 51.31526626586914 mse_max: 111.58723965454102 mae_mean: 3.8331134514808656 mae_max: 6.0475826768875125 me_mean: -0.8218891772825736 me_max: -1.4646326964988838 mrmse_mean: 3.8331134514808656 mrmse_max: 6.0475826768875125 mrmse_rmvar_mean: 3.847582905292511 mrmse_rmvar_max: 5.834114614963531 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.15034411343932153 log_var_max: 0.034368880390189586
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[Epoch 40 / Train] loss: 3.152137604594231 loss_mean: 2.503632318019867 loss_max: 3.80064288687706 mse_mean: 27.134988169670105 mse_max: 55.63203502655029 mae_mean: 2.503632318019867 mae_max: 3.80064288687706 me_mean: -0.7325311116765951 me_max: -1.07355092707905 mrmse_mean: 2.503632318019867 mrmse_max: 3.80064288687706 mrmse_rmvar_mean: 2.650733315706253 mrmse_rmvar_max: 3.713217221736908 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.15850979772210122 log_var_max: 0.02973658588528633
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[Epoch 40 / Val] loss: 4.944904379367828 loss_mean: 3.8278486647605896 loss_max: 6.061960114955902 mse_mean: 50.70272675704956 mse_max: 111.95316566467285 mae_mean: 3.8278486647605896 mae_max: 6.061960114955902 me_mean: -0.7855248497620924 me_max: -1.2908015367500485 mrmse_mean: 3.8278486647605896 mrmse_max: 6.061960114955902 mrmse_rmvar_mean: 3.8414591450691224 mrmse_rmvar_max: 5.852500699996948 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.1544461147785187 log_var_max: 0.035285682510584594
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[Epoch 41 / Train] loss: 3.1624034675359725 loss_mean: 2.5134107803106307 loss_max: 3.8113961520195008 mse_mean: 27.177472283363343 mse_max: 55.86404111099243 mae_mean: 2.5134107803106307 mae_max: 3.8113961520195008 me_mean: -0.746694840783719 me_max: -1.1024260447832057 mrmse_mean: 2.5134107803106307 mrmse_max: 3.8113961520195008 mrmse_rmvar_mean: 2.6540449093580247 mrmse_rmvar_max: 3.718415854930878 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.1614289100021124 log_var_max: 0.02623906696215272
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[Epoch 41 / Val] loss: 5.1176288681030275 loss_mean: 3.9738900260925294 loss_max: 6.2613677086830135 mse_mean: 55.16153782653809 mse_max: 122.30684781646728 mae_mean: 3.9738900260925294 mae_max: 6.2613677086830135 me_mean: -0.1864276955082314 me_max: -0.3143059024787508 mrmse_mean: 3.9738900260925294 mrmse_max: 6.2613677086830135 mrmse_rmvar_mean: 3.9884631066322327 mrmse_rmvar_max: 6.045785739421844 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.15523195423185826 log_var_max: 0.03273042282648385
[Epoch 42 / Train] 
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[Epoch 42 / Train] loss: 3.1504006242752074 loss_mean: 2.50653489613533 loss_max: 3.794266354084015 mse_mean: 26.903919793128967 mse_max: 55.227960363388064 mae_mean: 2.50653489613533 mae_max: 3.794266354084015 me_mean: -0.7227660022292984 me_max: -1.0628455973874078 mrmse_mean: 2.50653489613533 mrmse_max: 3.794266354084015 mrmse_rmvar_mean: 2.642336369752884 mrmse_rmvar_max: 3.699381574392319 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.1632640218436718 log_var_max: 0.029816923839971424
[Epoch 42 / Val] 
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[Epoch 42 / Val] loss: 5.006483957767487 loss_mean: 3.89571689414978 loss_max: 6.117251032829285 mse_mean: 53.28505548477173 mse_max: 116.16812131500244 mae_mean: 3.89571689414978 mae_max: 6.117251032829285 me_mean: -0.47341913835983723 me_max: -0.941176834691083 mrmse_mean: 3.89571689414978 mrmse_max: 6.117251032829285 mrmse_rmvar_mean: 3.906857497215271 mrmse_rmvar_max: 5.898041045665741 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.15563242806494235 log_var_max: 0.025138604541891256
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[Epoch 43 / Train] loss: 3.1313842816352846 loss_mean: 2.4872079039812087 loss_max: 3.7755606532096864 mse_mean: 27.092662881851197 mse_max: 55.502350535392765 mae_mean: 2.4872079039812087 mae_max: 3.7755606532096864 me_mean: -0.7392247767911758 me_max: -1.0877218096086871 mrmse_mean: 2.4872079039812087 mrmse_max: 3.7755606532096864 mrmse_rmvar_mean: 2.631121442079544 mrmse_rmvar_max: 3.6915137441158294 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.16003451623022558 log_var_max: 0.030772829411551357
[Epoch 43 / Val] 
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[Epoch 43 / Val] loss: 4.972844902992248 loss_mean: 3.857608488559723 loss_max: 6.088081320762634 mse_mean: 52.15375646591187 mse_max: 114.14867514038086 mae_mean: 3.857608488559723 mae_max: 6.088081320762634 me_mean: -0.7223343977867044 me_max: -1.3686512443032115 mrmse_mean: 3.857608488559723 mrmse_max: 6.088081320762634 mrmse_rmvar_mean: 3.8730309529304505 mrmse_rmvar_max: 5.89065116405487 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.1498494916856289 log_var_max: 0.039375447507947685
[Epoch 44 / Train] 
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[Epoch 44 / Train] loss: 3.1563772065639495 loss_mean: 2.507486585378647 loss_max: 3.8052678265571593 mse_mean: 27.382715260505677 mse_max: 56.164528074264524 mae_mean: 2.507486585378647 mae_max: 3.8052678265571593 me_mean: -0.744904155594064 me_max: -1.0811394070817042 mrmse_mean: 2.507486585378647 mrmse_max: 3.8052678265571593 mrmse_rmvar_mean: 2.645489735722542 mrmse_rmvar_max: 3.715141288995743 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.15679157942533492 log_var_max: 0.029259731026366354
[Epoch 44 / Val] 
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[Epoch 44 / Val] loss: 4.9695911159515385 loss_mean: 3.831197923183441 loss_max: 6.107984306812287 mse_mean: 52.34827676010132 mse_max: 117.76863693237304 mae_mean: 3.831197923183441 mae_max: 6.107984306812287 me_mean: -0.44174860943376554 me_max: -0.6002127762269228 mrmse_mean: 3.831197923183441 mrmse_max: 6.107984306812287 mrmse_rmvar_mean: 3.8519568390846253 mrmse_rmvar_max: 5.90662189912796 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.14580433495342732 log_var_max: 0.020526910874061288
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[Epoch 45 / Train] loss: 3.1436509947776794 loss_mean: 2.494793907165527 loss_max: 3.7925080852508546 mse_mean: 27.122665923118593 mse_max: 55.782594869613646 mae_mean: 2.494793907165527 mae_max: 3.7925080852508546 me_mean: -0.7348030396642425 me_max: -1.0772584899007343 mrmse_mean: 2.494793907165527 mrmse_max: 3.7925080852508546 mrmse_rmvar_mean: 2.636452402353287 mrmse_rmvar_max: 3.706299548625946 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.15582644313573837 log_var_max: 0.026610071052797137
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[Epoch 45 / Val] loss: 4.849248486042023 loss_mean: 3.7312903065681455 loss_max: 5.967206659317017 mse_mean: 48.656030242919925 mse_max: 109.11329288482666 mae_mean: 3.7312903065681455 mae_max: 5.967206659317017 me_mean: -0.9957841602719418 me_max: -1.3594067374398 mrmse_mean: 3.7312903065681455 mrmse_max: 5.967206659317017 mrmse_rmvar_mean: 3.7405556015968324 mrmse_rmvar_max: 5.755329879283905 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.14086364756524564 log_var_max: 0.017794063074805307
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[Epoch 46 / Train] loss: 3.1386933895349505 loss_mean: 2.4903287007808683 loss_max: 3.7870580765008928 mse_mean: 26.968305155754088 mse_max: 55.48086318206787 mae_mean: 2.4903287007808683 mae_max: 3.7870580765008928 me_mean: -0.7443602917701974 me_max: -1.0972867041393475 mrmse_mean: 2.4903287007808683 mrmse_max: 3.7870580765008928 mrmse_rmvar_mean: 2.6244201879501343 mrmse_rmvar_max: 3.695319682121277 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.15290823271870613 log_var_max: 0.028771246154792606
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[Epoch 46 / Val] loss: 5.238686583518982 loss_mean: 3.928401355266571 loss_max: 6.548971812725068 mse_mean: 54.16927293395996 mse_max: 7717.711064659119 mae_mean: 3.928401355266571 mae_max: 6.548971812725068 me_mean: -0.4521909196155611 me_max: -0.4245088082714938 mrmse_mean: 3.928401355266571 mrmse_max: 6.548971812725068 mrmse_rmvar_mean: 3.932328468322754 mrmse_rmvar_max: 6.338256087779999 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.14124219664931298 log_var_max: 0.022900317852385343
[Epoch 47 / Train] 
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[Epoch 47 / Train] loss: 3.1257346601486207 loss_mean: 2.4814925820827485 loss_max: 3.7699767334461214 mse_mean: 26.9022851896286 mse_max: 55.416808568954465 mae_mean: 2.4814925820827485 mae_max: 3.7699767334461214 me_mean: -0.7221688004179159 me_max: -1.0636924388746265 mrmse_mean: 2.4814925820827485 mrmse_max: 3.7699767334461214 mrmse_rmvar_mean: 2.618549248814583 mrmse_rmvar_max: 3.683906242132187 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.14915015935897827 log_var_max: 0.02650795952603221
[Epoch 47 / Val] 
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[Epoch 47 / Val] loss: 5.013550945281983 loss_mean: 3.8724499592781068 loss_max: 6.154651947975159 mse_mean: 52.587660385131834 mse_max: 118.26226488494873 mae_mean: 3.8724499592781068 mae_max: 6.154651947975159 me_mean: -0.49822500946531 me_max: -0.6138018520666519 mrmse_mean: 3.8724499592781068 mrmse_max: 6.154651947975159 mrmse_rmvar_mean: 3.8727756433486937 mrmse_rmvar_max: 5.946177361488342 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.1343394756168127 log_var_max: 0.03729521797830239
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[Epoch 48 / Train] loss: 3.1009089097976683 loss_mean: 2.462904306769371 loss_max: 3.738913510560989 mse_mean: 26.541234070777893 mse_max: 54.45535726928711 mae_mean: 2.462904306769371 mae_max: 3.738913510560989 me_mean: -0.7249158610431478 me_max: -1.0613818488456308 mrmse_mean: 2.462904306769371 mrmse_max: 3.738913510560989 mrmse_rmvar_mean: 2.5973009135723113 mrmse_rmvar_max: 3.651699796199799 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.14591705960035323 log_var_max: 0.027380307130515577
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[Epoch 48 / Val] loss: 4.969386147499084 loss_mean: 3.8467386479377748 loss_max: 6.092033654689788 mse_mean: 52.649549327850345 mse_max: 116.54952634429932 mae_mean: 3.8467386479377748 mae_max: 6.092033654689788 me_mean: -0.5789235779843294 me_max: -1.0413790460769088 mrmse_mean: 3.8467386479377748 mrmse_max: 6.092033654689788 mrmse_rmvar_mean: 3.865898247718811 mrmse_rmvar_max: 5.900267390727997 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.14136278939247132 log_var_max: 0.0315273149041459
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[Epoch 49 / Train] loss: 3.1112224587202073 loss_mean: 2.472151853919029 loss_max: 3.750293065786362 mse_mean: 26.667469069957733 mse_max: 54.85201372241974 mae_mean: 2.472151853919029 mae_max: 3.750293065786362 me_mean: -0.7167731198683613 me_max: -1.046699576485553 mrmse_mean: 2.472151853919029 mrmse_max: 3.750293065786362 mrmse_rmvar_mean: 2.6061361873149873 mrmse_rmvar_max: 3.6627093822956085 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.14819641128182412 log_var_max: 0.024315928475931288
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[Epoch 49 / Val] loss: 4.903902217388153 loss_mean: 3.7923423948287964 loss_max: 6.015462053775788 mse_mean: 51.238891468048095 mse_max: 113.06625964355469 mae_mean: 3.7923423948287964 mae_max: 6.015462053775788 me_mean: -0.7334167583659291 me_max: -1.1686276029672007 mrmse_mean: 3.7923423948287964 mrmse_max: 6.015462053775788 mrmse_rmvar_mean: 3.7995237045288084 mrmse_rmvar_max: 5.8065584530830385 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.1366183473467827 log_var_max: 0.028996290381066502
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[Epoch 50 / Train] loss: 3.100196633577347 loss_mean: 2.4632819666862487 loss_max: 3.7371112909317015 mse_mean: 26.55163672018051 mse_max: 54.3948259677887 mae_mean: 2.4632819666862487 mae_max: 3.7371112909317015 me_mean: -0.7127030752226711 me_max: -1.0413230541097582 mrmse_mean: 2.4632819666862487 mrmse_max: 3.7371112909317015 mrmse_rmvar_mean: 2.594025871515274 mrmse_rmvar_max: 3.648676440358162 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.14613847513496875 log_var_max: 0.022658565350808204
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[Epoch 50 / Val] loss: 4.898840385913849 loss_mean: 3.7602568974494934 loss_max: 6.037423853397369 mse_mean: 50.80978363037109 mse_max: 115.45470970153809 mae_mean: 3.7602568974494934 mae_max: 6.037423853397369 me_mean: -0.5202789115589112 me_max: -0.6225648765438236 mrmse_mean: 3.7602568974494934 mrmse_max: 6.037423853397369 mrmse_rmvar_mean: 3.771550540924072 mrmse_rmvar_max: 5.841074763774872 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.1311554995775223 log_var_max: 0.027223424339666964
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[Epoch 51 / Train] loss: 3.0972517449855803 loss_mean: 2.4579775558710097 loss_max: 3.7365259296894076 mse_mean: 26.573672582626344 mse_max: 54.79961832618714 mae_mean: 2.4579775558710097 mae_max: 3.7365259296894076 me_mean: -0.7225990357491974 me_max: -1.0642593215642555 mrmse_mean: 2.4579775558710097 mrmse_max: 3.7365259296894076 mrmse_rmvar_mean: 2.5915080983638763 mrmse_rmvar_max: 3.650673402786255 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.14551033771038055 log_var_max: 0.020767769287340344
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[Epoch 51 / Val] loss: 5.057308271884918 loss_mean: 3.939358153820038 loss_max: 6.175258374214172 mse_mean: 55.33067273330688 mse_max: 120.58224986267089 mae_mean: 3.939358153820038 mae_max: 6.175258374214172 me_mean: -0.32603994183070606 me_max: -0.7163078329960118 mrmse_mean: 3.939358153820038 mrmse_max: 6.175258374214172 mrmse_rmvar_mean: 3.953657398700714 mrmse_rmvar_max: 5.9729016737937926 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.13690410375595094 log_var_max: 0.02220057674078271
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[Epoch 52 / Train] loss: 3.078083094239235 loss_mean: 2.441704046726227 loss_max: 3.71446213889122 mse_mean: 26.18809860229492 mse_max: 54.01505792236328 mae_mean: 2.441704046726227 mae_max: 3.71446213889122 me_mean: -0.7125919039198197 me_max: -1.055400062242872 mrmse_mean: 2.441704046726227 mrmse_max: 3.71446213889122 mrmse_rmvar_mean: 2.574953365802765 mrmse_rmvar_max: 3.6281953659057615 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.14452337662875653 log_var_max: 0.022188290517777206
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[Epoch 52 / Val] loss: 4.996709106445312 loss_mean: 3.879419439792633 loss_max: 6.1139987559318545 mse_mean: 53.19002268981934 mse_max: 116.91546360778808 mae_mean: 3.879419439792633 mae_max: 6.1139987559318545 me_mean: -0.4905879913298413 me_max: -0.8571745551695349 mrmse_mean: 3.879419439792633 mrmse_max: 6.1139987559318545 mrmse_rmvar_mean: 3.8739431028366087 mrmse_rmvar_max: 5.903756276607513 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.12390820227563382 log_var_max: 0.025993323505856095
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[Epoch 53 / Train] loss: 3.0904375907182695 loss_mean: 2.453675867795944 loss_max: 3.7271993190050123 mse_mean: 26.37472649669647 mse_max: 54.52455122947693 mae_mean: 2.453675867795944 mae_max: 3.7271993190050123 me_mean: -0.7096431743883295 me_max: -1.0496456565960544 mrmse_mean: 2.453675867795944 mrmse_max: 3.7271993190050123 mrmse_rmvar_mean: 2.5860179961919783 mrmse_rmvar_max: 3.6447985920906065 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.14348738738894462 log_var_max: 0.023590775959193705
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[Epoch 53 / Val] loss: 4.846046983718872 loss_mean: 3.742579587459564 loss_max: 5.949514354228973 mse_mean: 49.66009407806396 mse_max: 109.76106356811523 mae_mean: 3.742579587459564 mae_max: 5.949514354228973 me_mean: -0.7606330610562072 me_max: -1.3092363059655763 mrmse_mean: 3.742579587459564 mrmse_max: 5.949514354228973 mrmse_rmvar_mean: 3.748720721244812 mrmse_rmvar_max: 5.749456911563874 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.13750524309277534 log_var_max: 0.017375583844841457
[Epoch 54 / Train] 
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[Epoch 54 / Train] loss: 3.0844951419830324 loss_mean: 2.4488507509231567 loss_max: 3.720139532327652 mse_mean: 26.465608518600465 mse_max: 54.610682059288024 mae_mean: 2.4488507509231567 mae_max: 3.720139532327652 me_mean: -0.7269063754519448 me_max: -1.0783270101330709 mrmse_mean: 2.4488507509231567 mrmse_max: 3.720139532327652 mrmse_rmvar_mean: 2.5826270904541015 mrmse_rmvar_max: 3.639753868341446 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.1419568057358265 log_var_max: 0.02131798934005201
[Epoch 54 / Val] 
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[Epoch 54 / Val] loss: 4.935622034549713 loss_mean: 3.8310222811698913 loss_max: 6.040221769332886 mse_mean: 51.64579556274414 mse_max: 113.69474028015136 mae_mean: 3.8310222811698913 mae_max: 6.040221769332886 me_mean: -0.6152569787045941 me_max: -1.1371925281425939 mrmse_mean: 3.8310222811698913 mrmse_max: 6.040221769332886 mrmse_rmvar_mean: 3.8317842178344725 mrmse_rmvar_max: 5.839975719928741 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.12519873337447643 log_var_max: 0.02097907744720578
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[Epoch 55 / Train] loss: 3.1131468361616133 loss_mean: 2.4689984602928163 loss_max: 3.757295215368271 mse_mean: 26.632945090293884 mse_max: 55.05751665115356 mae_mean: 2.4689984602928163 mae_max: 3.757295215368271 me_mean: -0.7255768532948569 me_max: -1.055098645345046 mrmse_mean: 2.4689984602928163 mrmse_max: 3.757295215368271 mrmse_rmvar_mean: 2.592400971531868 mrmse_rmvar_max: 3.6677114284038543 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.13851168058812618 log_var_max: 0.020529398838989438
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[Epoch 55 / Val] loss: 5.000888210773468 loss_mean: 3.900974148273468 loss_max: 6.100802276611328 mse_mean: 54.02858567810058 mse_max: 116.26479275512695 mae_mean: 3.900974148273468 mae_max: 6.100802276611328 me_mean: -0.3338386641596444 me_max: -0.7731805052920244 mrmse_mean: 3.900974148273468 mrmse_max: 6.100802276611328 mrmse_rmvar_mean: 3.8942525687217713 mrmse_rmvar_max: 5.883337720394135 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.12192380791902542 log_var_max: 0.012985192694875877
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[Epoch 56 / Train] loss: 3.057910870552063 loss_mean: 2.421512165784836 loss_max: 3.694309558391571 mse_mean: 26.11155648422241 mse_max: 54.083528259277344 mae_mean: 2.421512165784836 mae_max: 3.694309558391571 me_mean: -0.7207022906435886 me_max: -1.0666561349229304 mrmse_mean: 2.421512165784836 mrmse_max: 3.694309558391571 mrmse_rmvar_mean: 2.5588389701843264 mrmse_rmvar_max: 3.6166791398525238 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.137977783434093 log_var_max: 0.017919606012292207
[Epoch 56 / Val] 
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[Epoch 56 / Val] loss: 4.95529843378067 loss_mean: 3.8428701405525207 loss_max: 6.067726720809937 mse_mean: 52.52694641876221 mse_max: 116.12844310760498 mae_mean: 3.8428701405525207 mae_max: 6.067726720809937 me_mean: -0.2980928991680266 me_max: -0.6528176839562657 mrmse_mean: 3.8428701405525207 mrmse_max: 6.067726720809937 mrmse_rmvar_mean: 3.846675142765045 mrmse_rmvar_max: 5.8656661639213565 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.13217863300442695 log_var_max: 0.016400858339620752
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[Epoch 57 / Train] loss: 3.0641041730642318 loss_mean: 2.430719841003418 loss_max: 3.6974885008335114 mse_mean: 26.072704453468322 mse_max: 53.64209530258179 mae_mean: 2.430719841003418 mae_max: 3.6974885008335114 me_mean: -0.6910859954683111 me_max: -1.010816888314439 mrmse_mean: 2.430719841003418 mrmse_max: 3.6974885008335114 mrmse_rmvar_mean: 2.5612948807477953 mrmse_rmvar_max: 3.6136986589431763 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.13854884717613458 log_var_max: 0.017599780057556927
[Epoch 57 / Val] 
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[Epoch 57 / Val] loss: 4.910356956958771 loss_mean: 3.795322268486023 loss_max: 6.025391618251801 mse_mean: 51.34732760238647 mse_max: 114.02952160644531 mae_mean: 3.795322268486023 mae_max: 6.025391618251801 me_mean: -0.6218554348321631 me_max: -0.96076181809837 mrmse_mean: 3.795322268486023 mrmse_max: 6.025391618251801 mrmse_rmvar_mean: 3.7979463210105897 mrmse_rmvar_max: 5.82615833568573 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.12076904626190663 log_var_max: 0.029641021637246013
[Epoch 58 / Train] 
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[Epoch 58 / Train] loss: 3.08619963490963 loss_mean: 2.447689880490303 loss_max: 3.724709382534027 mse_mean: 26.303947112083435 mse_max: 54.327957187652586 mae_mean: 2.447689880490303 mae_max: 3.724709382534027 me_mean: -0.7157919404549757 me_max: -1.0538640240677632 mrmse_mean: 2.447689880490303 mrmse_max: 3.724709382534027 mrmse_rmvar_mean: 2.569425340771675 mrmse_rmvar_max: 3.632863312244415 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.13079286066442727 log_var_max: 0.018582097228616475
[Epoch 58 / Val] 
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[Epoch 58 / Val] loss: 4.896909673213958 loss_mean: 3.7837847847938537 loss_max: 6.010034557819367 mse_mean: 50.85850283813477 mse_max: 113.2593579788208 mae_mean: 3.7837847847938537 mae_max: 6.010034557819367 me_mean: -0.7611654049906647 me_max: -1.2407972940416074 mrmse_mean: 3.7837847847938537 mrmse_max: 6.010034557819367 mrmse_rmvar_mean: 3.7876652750968933 mrmse_rmvar_max: 5.810033381462097 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.12421356973052025 log_var_max: 0.03128387689217925
[Epoch 59 / Train] 
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[Epoch 59 / Train] loss: 3.0577093806266786 loss_mean: 2.4233448430299758 loss_max: 3.692073907613754 mse_mean: 26.055807512283327 mse_max: 53.924761581420896 mae_mean: 2.4233448430299758 mae_max: 3.692073907613754 me_mean: -0.7226970924367196 me_max: -1.0737719487617723 mrmse_mean: 2.4233448430299758 mrmse_max: 3.692073907613754 mrmse_rmvar_mean: 2.549585533261299 mrmse_rmvar_max: 3.608366970062256 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.1276111663803458 log_var_max: 0.02222013746574521
[Epoch 59 / Val] 
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[Epoch 59 / Val] loss: 4.973513298034668 loss_mean: 3.8645027980804443 loss_max: 6.082523801803589 mse_mean: 53.22220799255371 mse_max: 116.47776962280274 mae_mean: 3.8645027980804443 mae_max: 6.082523801803589 me_mean: -0.5738159114485607 me_max: -1.1168723872145638 mrmse_mean: 3.8645027980804443 mrmse_max: 6.082523801803589 mrmse_rmvar_mean: 3.866142360687256 mrmse_rmvar_max: 5.88263331079483 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.11777517019212246 log_var_max: 0.022491857170127333
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[Epoch 60 / Train] loss: 3.058934690237045 loss_mean: 2.426554394364357 loss_max: 3.691314990401268 mse_mean: 26.028417603492738 mse_max: 53.74306470394134 mae_mean: 2.426554394364357 mae_max: 3.691314990401268 me_mean: -0.710563765902305 me_max: -1.0468539101164789 mrmse_mean: 2.426554394364357 mrmse_max: 3.691314990401268 mrmse_rmvar_mean: 2.5520099719762803 mrmse_rmvar_max: 3.6083194365501403 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.12517569679021837 log_var_max: 0.01957624447811395
[Epoch 60 / Val] 
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[Epoch 60 / Val] loss: 4.94364739227295 loss_mean: 3.8202420325279234 loss_max: 6.067052762985229 mse_mean: 51.75312870788574 mse_max: 116.09074076843261 mae_mean: 3.8202420325279234 mae_max: 6.067052762985229 me_mean: -0.49708478852442933 me_max: -0.7190109494086355 mrmse_mean: 3.8202420325279234 mrmse_max: 6.067052762985229 mrmse_rmvar_mean: 3.813143902301788 mrmse_rmvar_max: 5.854500402450562 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.11764979702234268 log_var_max: 0.014650898453764967
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[Epoch 61 / Train] loss: 3.060609132885933 loss_mean: 2.42899042904377 loss_max: 3.6922278316020964 mse_mean: 26.2460916223526 mse_max: 54.15822613143921 mae_mean: 2.42899042904377 mae_max: 3.6922278316020964 me_mean: -0.7174203509844373 me_max: -1.0587380812317133 mrmse_mean: 2.42899042904377 mrmse_max: 3.6922278316020964 mrmse_rmvar_mean: 2.5529363222122194 mrmse_rmvar_max: 3.6074236509799955 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.12640391938388348 log_var_max: 0.019319853054359556
[Epoch 61 / Val] 
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[Epoch 61 / Val] loss: 4.951613137245178 loss_mean: 3.8268589742183687 loss_max: 6.0763672914505005 mse_mean: 52.35286497497559 mse_max: 117.20529164886474 mae_mean: 3.8268589742183687 mae_max: 6.0763672914505005 me_mean: -0.5141577317067422 me_max: -0.804817758618854 mrmse_mean: 3.8268589742183687 mrmse_max: 6.0763672914505005 mrmse_rmvar_mean: 3.8282038478851317 mrmse_rmvar_max: 5.883634319782257 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.11672489501535893 log_var_max: 0.033159580355510115
[Epoch 62 / Train] 
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[Epoch 62 / Train] loss: 3.0186687836647033 loss_mean: 2.3933958166837694 loss_max: 3.643941758990288 mse_mean: 25.55560678577423 mse_max: 52.80548128509521 mae_mean: 2.3933958166837694 mae_max: 3.643941758990288 me_mean: -0.7033138206376461 me_max: -1.036680913481512 mrmse_mean: 2.3933958166837694 mrmse_max: 3.643941758990288 mrmse_rmvar_mean: 2.51983503139019 mrmse_rmvar_max: 3.565896104335785 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.12181524416804314 log_var_max: 0.018918142863549293
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[Epoch 62 / Val] loss: 4.977878255844116 loss_mean: 3.8446796855926513 loss_max: 6.111076824665069 mse_mean: 52.58678829574585 mse_max: 118.48221923828125 mae_mean: 3.8446796855926513 mae_max: 6.111076824665069 me_mean: -0.3804400782994926 me_max: -0.6399806992248632 mrmse_mean: 3.8446796855926513 mrmse_max: 6.111076824665069 mrmse_rmvar_mean: 3.837714211463928 mrmse_rmvar_max: 5.907381868839264 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.11240943263471126 log_var_max: 0.024948735195677727
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[Epoch 63 / Train] loss: 3.039123075246811 loss_mean: 2.4134003965854647 loss_max: 3.6648457572460176 mse_mean: 26.020989990234376 mse_max: 53.45648274898529 mae_mean: 2.4134003965854647 mae_max: 3.6648457572460176 me_mean: -0.7146450393397826 me_max: -1.0443935053490567 mrmse_mean: 2.4134003965854647 mrmse_max: 3.6648457572460176 mrmse_rmvar_mean: 2.5372164342403414 mrmse_rmvar_max: 3.58720894575119 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.11757388582080602 log_var_max: 0.01935185320582241
[Epoch 63 / Val] 
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[Epoch 63 / Val] loss: 4.965982983589172 loss_mean: 3.8569356336593628 loss_max: 6.075030323028565 mse_mean: 52.78201123046875 mse_max: 116.67239378356933 mae_mean: 3.8569356336593628 mae_max: 6.075030323028565 me_mean: -0.40372779140248893 me_max: -0.710001703971313 mrmse_mean: 3.8569356336593628 mrmse_max: 6.075030323028565 mrmse_rmvar_mean: 3.845506165504456 mrmse_rmvar_max: 5.870868281364441 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.10565368576347828 log_var_max: 0.02379858780512586
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[Epoch 64 / Train] loss: 3.0328582785129545 loss_mean: 2.4051317147016524 loss_max: 3.6605848462581636 mse_mean: 25.795500576972962 mse_max: 53.314171204566954 mae_mean: 2.4051317147016524 mae_max: 3.6605848462581636 me_mean: -0.7102164637879469 me_max: -1.0554719948223792 mrmse_mean: 2.4051317147016524 mrmse_max: 3.6605848462581636 mrmse_rmvar_mean: 2.526760813355446 mrmse_rmvar_max: 3.5812899490594865 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.11642288143932819 log_var_max: 0.01948462505172938
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[Epoch 64 / Val] loss: 4.827564543247223 loss_mean: 3.7066399683952334 loss_max: 5.948489127159118 mse_mean: 49.804750007629394 mse_max: 112.46124858093262 mae_mean: 3.7066399683952334 mae_max: 5.948489127159118 me_mean: -0.6004587926929816 me_max: -0.789455748097971 mrmse_mean: 3.7066399683952334 mrmse_max: 5.948489127159118 mrmse_rmvar_mean: 3.712309331417084 mrmse_rmvar_max: 5.755056134700775 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.11152013063430787 log_var_max: 0.02806932914443314
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[Epoch 65 / Train] loss: 3.0398231468200683 loss_mean: 2.4098211336135864 loss_max: 3.6698251650333407 mse_mean: 25.941575476646424 mse_max: 53.63563625907898 mae_mean: 2.4098211336135864 mae_max: 3.6698251650333407 me_mean: -0.7073841947370675 me_max: -1.0443429211061448 mrmse_mean: 2.4098211336135864 mrmse_max: 3.6698251650333407 mrmse_rmvar_mean: 2.5318681725263597 mrmse_rmvar_max: 3.592529632091522 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.11558176077902317 log_var_max: 0.022310189000330865
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[Epoch 65 / Val] loss: 4.884178393363952 loss_mean: 3.756773775100708 loss_max: 6.011583033561706 mse_mean: 50.16724904251099 mse_max: 114.03281117248535 mae_mean: 3.756773775100708 mae_max: 6.011583033561706 me_mean: -0.6092225322265876 me_max: -0.7481248423708603 mrmse_mean: 3.756773775100708 mrmse_max: 6.011583033561706 mrmse_rmvar_mean: 3.7572004699707033 mrmse_rmvar_max: 5.817355683803559 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.10643316097557545 log_var_max: 0.03288326296804007
[Epoch 66 / Train] 
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[Epoch 66 / Train] loss: 3.0334009598493576 loss_mean: 2.407536488056183 loss_max: 3.6592654275894163 mse_mean: 25.91557321548462 mse_max: 53.472680479049686 mae_mean: 2.407536488056183 mae_max: 3.6592654275894163 me_mean: -0.7087225823854096 me_max: -1.0474032596180478 mrmse_mean: 2.407536488056183 mrmse_max: 3.6592654275894163 mrmse_rmvar_mean: 2.527741147994995 mrmse_rmvar_max: 3.5802013714313508 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.11477945786714554 log_var_max: 0.0212898202072829
[Epoch 66 / Val] 
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[Epoch 66 / Val] loss: 4.8072086110115055 loss_mean: 3.688602975845337 loss_max: 5.92581427526474 mse_mean: 48.56745288085938 mse_max: 108.7921089477539 mae_mean: 3.688602975845337 mae_max: 5.92581427526474 me_mean: -1.086502727340907 me_max: -1.7064795135818422 mrmse_mean: 3.688602975845337 mrmse_max: 5.92581427526474 mrmse_rmvar_mean: 3.6865791692733763 mrmse_rmvar_max: 5.73392927646637 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.10410816085338592 log_var_max: 0.014501655548352574
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[Epoch 67 / Train] loss: 3.0274975427389146 loss_mean: 2.397897034883499 loss_max: 3.6570980589389803 mse_mean: 25.75256319618225 mse_max: 53.27545736312866 mae_mean: 2.397897034883499 mae_max: 3.6570980589389803 me_mean: -0.6873261766843353 me_max: -1.0113450414414984 mrmse_mean: 2.397897034883499 mrmse_max: 3.6570980589389803 mrmse_rmvar_mean: 2.522065005660057 mrmse_rmvar_max: 3.581479919672012 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.11670512134581804 log_var_max: 0.020942943517118694
[Epoch 67 / Val] 
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[Epoch 67 / Val] loss: 4.8987818670272825 loss_mean: 3.7934690556526185 loss_max: 6.004094655036926 mse_mean: 51.87737158966065 mse_max: 114.83707507324219 mae_mean: 3.7934690556526185 mae_max: 6.004094655036926 me_mean: -0.45033760655380317 me_max: -0.7391050513247028 mrmse_mean: 3.7934690556526185 mrmse_max: 6.004094655036926 mrmse_rmvar_mean: 3.7867667112350465 mrmse_rmvar_max: 5.802415907382965 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.10981471107900143 log_var_max: 0.028206018669996412
[Epoch 68 / Train] 
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[Epoch 68 / Train] loss: 2.976953560471535 loss_mean: 2.357884210705757 loss_max: 3.5960229189395903 mse_mean: 25.040173625946046 mse_max: 51.98798634243011 mae_mean: 2.357884210705757 mae_max: 3.5960229189395903 me_mean: -0.6811041129153454 me_max: -1.0194635771453613 mrmse_mean: 2.357884210705757 mrmse_max: 3.5960229189395903 mrmse_rmvar_mean: 2.485031977057457 mrmse_rmvar_max: 3.5245016798973086 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.11625774427503348 log_var_max: 0.022508952100761235
[Epoch 68 / Val] 
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[Epoch 68 / Val] loss: 5.010226418495178 loss_mean: 3.8907376577854156 loss_max: 6.1297151927948 mse_mean: 53.62515616607666 mse_max: 117.82765964508057 mae_mean: 3.8907376577854156 mae_max: 6.1297151927948 me_mean: -0.4177744959509 me_max: -0.7722743928739801 mrmse_mean: 3.8907376577854156 mrmse_max: 6.1297151927948 mrmse_rmvar_mean: 3.8772748227119447 mrmse_rmvar_max: 5.923628501415252 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.11017393329739571 log_var_max: 0.023295307599939405
[Epoch 69 / Train] 
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[Epoch 69 / Train] loss: 3.008816304922104 loss_mean: 2.3863511098623276 loss_max: 3.631281499624252 mse_mean: 25.505072721004485 mse_max: 52.651092477798464 mae_mean: 2.3863511098623276 mae_max: 3.631281499624252 me_mean: -0.6888806732775847 me_max: -1.0152443925653933 mrmse_mean: 2.3863511098623276 mrmse_max: 3.631281499624252 mrmse_rmvar_mean: 2.505565684914589 mrmse_rmvar_max: 3.5536664431095124 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.11348234170675278 log_var_max: 0.021042809586040677
[Epoch 69 / Val] 
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[Epoch 69 / Val] loss: 4.793143320083618 loss_mean: 3.69079949426651 loss_max: 5.895487139701843 mse_mean: 49.19785195159912 mse_max: 110.18738607788086 mae_mean: 3.69079949426651 mae_max: 5.895487139701843 me_mean: -0.8536085314494558 me_max: -1.3515768393387553 mrmse_mean: 3.69079949426651 mrmse_max: 5.895487139701843 mrmse_rmvar_mean: 3.700803482055664 mrmse_rmvar_max: 5.709333839416504 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.10851224303245545 log_var_max: 0.01650189508443873
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[Epoch 70 / Train] loss: 3.014372666954994 loss_mean: 2.3883734793663023 loss_max: 3.6403718559741973 mse_mean: 25.69975654411316 mse_max: 53.0851427192688 mae_mean: 2.3883734793663023 mae_max: 3.6403718559741973 me_mean: -0.7037891827116255 me_max: -1.0410505501752487 mrmse_mean: 2.3883734793663023 mrmse_max: 3.6403718559741973 mrmse_rmvar_mean: 2.5072099925279616 mrmse_rmvar_max: 3.5631619086265562 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.11064905350655317 log_var_max: 0.021011227139271796
[Epoch 70 / Val] 
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[Epoch 70 / Val] loss: 4.821638867855072 loss_mean: 3.7343229217529297 loss_max: 5.908954792499542 mse_mean: 50.18907922363281 mse_max: 109.78799044036865 mae_mean: 3.7343229217529297 mae_max: 5.908954792499542 me_mean: -0.696404080985114 me_max: -1.225648241701536 mrmse_mean: 3.7343229217529297 mrmse_max: 5.908954792499542 mrmse_rmvar_mean: 3.730734100818634 mrmse_rmvar_max: 5.713134547233581 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.10305627818405629 log_var_max: 0.025964467355050147
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[Epoch 71 / Train] loss: 3.0103819074630738 loss_mean: 2.3822529299259187 loss_max: 3.638510883808136 mse_mean: 25.61010534143448 mse_max: 53.240855682373045 mae_mean: 2.3822529299259187 mae_max: 3.638510883808136 me_mean: -0.6982127898608996 me_max: -1.037801287938957 mrmse_mean: 2.3822529299259187 mrmse_max: 3.638510883808136 mrmse_rmvar_mean: 2.5017660179138184 mrmse_rmvar_max: 3.563922662138939 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.10874713198840619 log_var_max: 0.02128306261077523
[Epoch 71 / Val] 
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[Epoch 71 / Val] loss: 4.910446872234345 loss_mean: 3.7981925683021545 loss_max: 6.022701180934906 mse_mean: 51.71681578063965 mse_max: 116.10615283203126 mae_mean: 3.7981925683021545 mae_max: 6.022701180934906 me_mean: -0.4965591165712103 me_max: -0.6704068027336616 mrmse_mean: 3.7981925683021545 mrmse_max: 6.022701180934906 mrmse_rmvar_mean: 3.793975733280182 mrmse_rmvar_max: 5.827867223262787 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.09890213222801686 log_var_max: 0.018224837567890062
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[Epoch 72 / Train] loss: 2.994387212753296 loss_mean: 2.371574000477791 loss_max: 3.617200427889824 mse_mean: 25.320895268440246 mse_max: 52.51079636192322 mae_mean: 2.371574000477791 mae_max: 3.617200427889824 me_mean: -0.6955352368862369 me_max: -1.030086366209318 mrmse_mean: 2.371574000477791 mrmse_max: 3.617200427889824 mrmse_rmvar_mean: 2.4893804063797 mrmse_rmvar_max: 3.5401900902986525 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.10619768435508013 log_var_max: 0.020092888624407352
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[Epoch 72 / Val] loss: 4.854127324581146 loss_mean: 3.7667919139862063 loss_max: 5.941462745189667 mse_mean: 51.08031679534912 mse_max: 112.00241119384765 mae_mean: 3.7667919139862063 mae_max: 5.941462745189667 me_mean: -0.38767819679738025 me_max: -0.8353709947562311 mrmse_mean: 3.7667919139862063 mrmse_max: 5.941462745189667 mrmse_rmvar_mean: 3.7564090270996093 mrmse_rmvar_max: 5.743598447799682 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.09927619181573391 log_var_max: 0.027326874296180904
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[Epoch 73 / Train] loss: 3.0059828646183013 loss_mean: 2.3797999625205994 loss_max: 3.6321657663583755 mse_mean: 25.31141163444519 mse_max: 52.50238653278351 mae_mean: 2.3797999625205994 mae_max: 3.6321657663583755 me_mean: -0.6960474641071632 me_max: -1.032506262206938 mrmse_mean: 2.3797999625205994 mrmse_max: 3.6321657663583755 mrmse_rmvar_mean: 2.4953096039295195 mrmse_rmvar_max: 3.5536744472980497 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.10621356187015772 log_var_max: 0.01848791754525155
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[Epoch 73 / Val] loss: 4.743395230770111 loss_mean: 3.6413733539581297 loss_max: 5.845417123794555 mse_mean: 48.6450241394043 mse_max: 108.78194004821778 mae_mean: 3.6413733539581297 mae_max: 5.845417123794555 me_mean: -0.8710956369766499 me_max: -1.3787736062826588 mrmse_mean: 3.6413733539581297 mrmse_max: 5.845417123794555 mrmse_rmvar_mean: 3.6312153053283693 mrmse_rmvar_max: 5.645011049747467 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.0980856667906046 log_var_max: 0.019153476644773036
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[Epoch 74 / Train] loss: 3.00693410718441 loss_mean: 2.381396245479584 loss_max: 3.632471971511841 mse_mean: 25.554610726833342 mse_max: 52.837417601585386 mae_mean: 2.381396245479584 mae_max: 3.632471971511841 me_mean: -0.694380563616287 me_max: -1.0243155608292436 mrmse_mean: 2.381396245479584 mrmse_max: 3.632471971511841 mrmse_rmvar_mean: 2.4984324514865874 mrmse_rmvar_max: 3.5557923781871796 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.10391593273729086 log_var_max: 0.019799293789081275
[Epoch 74 / Val] 
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[Epoch 74 / Val] loss: 4.966078958034515 loss_mean: 3.8713839693069456 loss_max: 6.060773932933808 mse_mean: 54.76095401763916 mse_max: 118.97329933929443 mae_mean: 3.8713839693069456 mae_max: 6.060773932933808 me_mean: -0.40307821238809266 me_max: -0.7137775069945492 mrmse_mean: 3.8713839693069456 mrmse_max: 6.060773932933808 mrmse_rmvar_mean: 3.87193558216095 mrmse_rmvar_max: 5.86870374584198 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.09849685703217984 log_var_max: 0.020299215602106416
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[Epoch 75 / Train] loss: 3.0160338451862336 loss_mean: 2.394123960852623 loss_max: 3.637943735718727 mse_mean: 25.640479070186615 mse_max: 52.73611567783356 mae_mean: 2.394123960852623 mae_max: 3.637943735718727 me_mean: -0.7117155051841401 me_max: -1.0491181126041338 mrmse_mean: 2.394123960852623 mrmse_max: 3.637943735718727 mrmse_rmvar_mean: 2.5015281676054 mrmse_rmvar_max: 3.553514387130737 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.1026857498511672 log_var_max: 0.01720022809598595
[Epoch 75 / Val] 
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[Epoch 75 / Val] loss: 4.802459811210633 loss_mean: 3.7187521195411684 loss_max: 5.8861674823760985 mse_mean: 50.54319710922241 mse_max: 111.55403450012207 mae_mean: 3.7187521195411684 mae_max: 5.8861674823760985 me_mean: -0.5437986445371061 me_max: -1.000092600364238 mrmse_mean: 3.7187521195411684 mrmse_max: 5.8861674823760985 mrmse_rmvar_mean: 3.7179847292900083 mrmse_rmvar_max: 5.69805985546112 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.09314794917404652 log_var_max: 0.02353317095548846
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[Epoch 76 / Train] loss: 2.977846098899841 loss_mean: 2.361084974527359 loss_max: 3.5946072220802305 mse_mean: 25.167325924396515 mse_max: 52.07270540428161 mae_mean: 2.361084974527359 mae_max: 3.5946072220802305 me_mean: -0.6892247007056139 me_max: -1.019488885810366 mrmse_mean: 2.361084974527359 mrmse_max: 3.5946072220802305 mrmse_rmvar_mean: 2.4778369859457015 mrmse_rmvar_max: 3.5166496160030367 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.10293390028178692 log_var_max: 0.018169289958663286
[Epoch 76 / Val] 
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[Epoch 76 / Val] loss: 4.820508496761322 loss_mean: 3.7066269702911376 loss_max: 5.934390003204346 mse_mean: 49.57780328369141 mse_max: 111.24246447753906 mae_mean: 3.7066269702911376 mae_max: 5.934390003204346 me_mean: -0.7599320322757122 me_max: -1.1043170690638944 mrmse_mean: 3.7066269702911376 mrmse_max: 5.934390003204346 mrmse_rmvar_mean: 3.6971578850746156 mrmse_rmvar_max: 5.727536298751831 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.09295604404807091 log_var_max: 0.023914511933224275
[Epoch 77 / Train] 
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[Epoch 77 / Train] loss: 3.0040382757186888 loss_mean: 2.379462359428406 loss_max: 3.62861419403553 mse_mean: 25.601655968666076 mse_max: 53.07203088474274 mae_mean: 2.379462359428406 mae_max: 3.62861419403553 me_mean: -0.7011489764005527 me_max: -1.0540313652238402 mrmse_mean: 2.379462359428406 mrmse_max: 3.62861419403553 mrmse_rmvar_mean: 2.493185042142868 mrmse_rmvar_max: 3.5481450111865995 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.10282650548219681 log_var_max: 0.019720533235929906
[Epoch 77 / Val] 
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[Epoch 77 / Val] loss: 4.847375973701477 loss_mean: 3.75053769493103 loss_max: 5.944214234828949 mse_mean: 50.72261041259765 mse_max: 111.80854396820068 mae_mean: 3.75053769493103 mae_max: 5.944214234828949 me_mean: -0.6343151781883789 me_max: -1.197426099397242 mrmse_mean: 3.75053769493103 mrmse_max: 5.944214234828949 mrmse_rmvar_mean: 3.7453712797164918 mrmse_rmvar_max: 5.746120213031769 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.08532572461664677 log_var_max: 0.013109149096533657
[Epoch 78 / Train] 
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[Epoch 78 / Train] loss: 2.994183280467987 loss_mean: 2.372769702196121 loss_max: 3.6155968593358994 mse_mean: 25.48148963356018 mse_max: 52.77692594242096 mae_mean: 2.372769702196121 mae_max: 3.6155968593358994 me_mean: -0.7075116490041837 me_max: -1.0578635113496566 mrmse_mean: 2.372769702196121 mrmse_max: 3.6155968593358994 mrmse_rmvar_mean: 2.4876864428520205 mrmse_rmvar_max: 3.5389066381454466 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.10013639070093631 log_var_max: 0.01782441967353225
[Epoch 78 / Val] 
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[Epoch 78 / Val] loss: 4.851301239967346 loss_mean: 3.7714208381175993 loss_max: 5.931181645393371 mse_mean: 51.552374965667724 mse_max: 112.79372476196289 mae_mean: 3.7714208381175993 mae_max: 5.931181645393371 me_mean: -0.3831438320884481 me_max: -0.8365294197718612 mrmse_mean: 3.7714208381175993 mrmse_max: 5.931181645393371 mrmse_rmvar_mean: 3.7700407423973084 mrmse_rmvar_max: 5.733736568927765 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.08956721167266368 log_var_max: 0.011512085758586182
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[Epoch 79 / Train] loss: 2.9733094177246095 loss_mean: 2.356634108066559 loss_max: 3.589984733581543 mse_mean: 25.127577702522277 mse_max: 51.88634067821503 mae_mean: 2.356634108066559 mae_max: 3.589984733581543 me_mean: -0.6845538954924559 me_max: -1.0200296750315465 mrmse_mean: 2.356634108066559 mrmse_max: 3.589984733581543 mrmse_rmvar_mean: 2.472416294693947 mrmse_rmvar_max: 3.5115187715291976 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.09891914349794388 log_var_max: 0.014399757395032794
[Epoch 79 / Val] 
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[Epoch 79 / Val] loss: 4.83766942358017 loss_mean: 3.7348752403259278 loss_max: 5.940463594913482 mse_mean: 50.80717237472534 mse_max: 113.19662678527833 mae_mean: 3.7348752403259278 mae_max: 5.940463594913482 me_mean: -0.6009199817655608 me_max: -1.082823316165246 mrmse_mean: 3.7348752403259278 mrmse_max: 5.940463594913482 mrmse_rmvar_mean: 3.726635798454285 mrmse_rmvar_max: 5.7441234798431395 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.08749382269382477 log_var_max: 0.01513852635267358
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[Epoch 80 / Train] loss: 2.9956669825315476 loss_mean: 2.3705501779317855 loss_max: 3.62078378868103 mse_mean: 25.467989798069 mse_max: 52.92223036003113 mae_mean: 2.3705501779317855 mae_max: 3.62078378868103 me_mean: -0.6990242862913292 me_max: -1.0409632136472502 mrmse_mean: 2.3705501779317855 mrmse_max: 3.62078378868103 mrmse_rmvar_mean: 2.4847546080350877 mrmse_rmvar_max: 3.54207381772995 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.09870266731083394 log_var_max: 0.014930615256540478
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[Epoch 80 / Val] loss: 4.820840300559998 loss_mean: 3.7303151769638063 loss_max: 5.911365427494049 mse_mean: 50.302131023406986 mse_max: 111.49194100952148 mae_mean: 3.7303151769638063 mae_max: 5.911365427494049 me_mean: -0.5377006200449541 me_max: -0.9823515784300398 mrmse_mean: 3.7303151769638063 mrmse_max: 5.911365427494049 mrmse_rmvar_mean: 3.71923818731308 mrmse_rmvar_max: 5.715518161296845 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.09270086547732354 log_var_max: 0.01957929386710748
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[Epoch 81 / Train] loss: 2.9720731266736986 loss_mean: 2.355154661893845 loss_max: 3.5889915845394134 mse_mean: 25.09498196220398 mse_max: 52.0345738658905 mae_mean: 2.355154661893845 mae_max: 3.5889915845394134 me_mean: -0.6793061247846345 me_max: -1.0094959554817178 mrmse_mean: 2.355154661893845 mrmse_max: 3.5889915845394134 mrmse_rmvar_mean: 2.4705484825372697 mrmse_rmvar_max: 3.5131229519844056 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.09689450075477361 log_var_max: 0.01610333310533315
[Epoch 81 / Val] 
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[Epoch 81 / Val] loss: 4.936237711906433 loss_mean: 3.828639519691467 loss_max: 6.043835884571076 mse_mean: 52.40410132217407 mse_max: 115.51492357635497 mae_mean: 3.828639519691467 mae_max: 6.043835884571076 me_mean: -0.32768643912067635 me_max: -0.5905901995468885 mrmse_mean: 3.828639519691467 mrmse_max: 6.043835884571076 mrmse_rmvar_mean: 3.8045579867362975 mrmse_rmvar_max: 5.8210819382667545 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.08342702980339527 log_var_max: -0.00135676418078765
[Epoch 82 / Train] 
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[Epoch 82 / Train] loss: 2.963447397828102 loss_mean: 2.3486648951768876 loss_max: 3.5782299087047575 mse_mean: 25.00747990322113 mse_max: 51.88053515911102 mae_mean: 2.3486648951768876 mae_max: 3.5782299087047575 me_mean: -0.6870143725057133 me_max: -1.026271860907029 mrmse_mean: 2.3486648951768876 mrmse_max: 3.5782299087047575 mrmse_rmvar_mean: 2.463518749594688 mrmse_rmvar_max: 3.5020295803546904 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.09630822910368443 log_var_max: 0.014018987961579115
[Epoch 82 / Val] 
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[Epoch 82 / Val] loss: 4.784010427951813 loss_mean: 3.699505120038986 loss_max: 5.86851575088501 mse_mean: 49.71330163192749 mse_max: 109.89568901824951 mae_mean: 3.699505120038986 mae_max: 5.86851575088501 me_mean: -0.665265550703276 me_max: -1.102228136206977 mrmse_mean: 3.699505120038986 mrmse_max: 5.86851575088501 mrmse_rmvar_mean: 3.6925839109420777 mrmse_rmvar_max: 5.674578568458557 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.09292162802815437 log_var_max: 0.019095174590009263
[Epoch 83 / Train] 
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[Epoch 83 / Train] loss: 2.9626264280080794 loss_mean: 2.346363286137581 loss_max: 3.578889575242996 mse_mean: 25.146686998844146 mse_max: 52.04995870304108 mae_mean: 2.346363286137581 mae_max: 3.578889575242996 me_mean: -0.6891036871245596 me_max: -1.011271395290678 mrmse_mean: 2.346363286137581 mrmse_max: 3.578889575242996 mrmse_rmvar_mean: 2.461764657855034 mrmse_rmvar_max: 3.5041205689907073 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.0940687192082405 log_var_max: 0.014018385742790997
[Epoch 83 / Val] 
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[Epoch 83 / Val] loss: 4.850540292739868 loss_mean: 3.7410651888847353 loss_max: 5.960015396118164 mse_mean: 50.186123416900635 mse_max: 112.50509628295899 mae_mean: 3.7410651888847353 mae_max: 5.960015396118164 me_mean: -0.6977694356436841 me_max: -1.1108583860471846 mrmse_mean: 3.7410651888847353 mrmse_max: 5.960015396118164 mrmse_rmvar_mean: 3.7271945176124572 mrmse_rmvar_max: 5.758519853115081 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.08863186556100845 log_var_max: 0.01904955563135445
[Epoch 84 / Train] 
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[Epoch 84 / Train] loss: 2.9730628651380537 loss_mean: 2.355166222691536 loss_max: 3.590959503173828 mse_mean: 25.34444287586212 mse_max: 52.412041696548464 mae_mean: 2.355166222691536 mae_max: 3.590959503173828 me_mean: -0.706162227016408 me_max: -1.051816795188468 mrmse_mean: 2.355166222691536 mrmse_max: 3.590959503173828 mrmse_rmvar_mean: 2.464394859910011 mrmse_rmvar_max: 3.509085169315338 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.0913941820114851 log_var_max: 0.011852139469236135
[Epoch 84 / Val] 
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[Epoch 84 / Val] loss: 4.73653067445755 loss_mean: 3.6307287237644195 loss_max: 5.842332630157471 mse_mean: 47.752607860565185 mse_max: 106.62239241790772 mae_mean: 3.6307287237644195 mae_max: 5.842332630157471 me_mean: -1.0791345411501825 me_max: -1.7852965835928918 mrmse_mean: 3.6307287237644195 mrmse_max: 5.842332630157471 mrmse_rmvar_mean: 3.6213315896987917 mrmse_rmvar_max: 5.640912736415863 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.08185971347987651 log_var_max: 0.006008339482184965
[Epoch 85 / Train] 
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[Epoch 85 / Train] loss: 2.9355263714790345 loss_mean: 2.3232198905944825 loss_max: 3.5478328566551207 mse_mean: 24.743731048107147 mse_max: 51.33450241565704 mae_mean: 2.3232198905944825 mae_max: 3.5478328566551207 me_mean: -0.6781500069555186 me_max: -1.016812954508452 mrmse_mean: 2.3232198905944825 mrmse_max: 3.5478328566551207 mrmse_rmvar_mean: 2.438747800350189 mrmse_rmvar_max: 3.472196887254715 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.0908738899230957 log_var_max: 0.011254881417844444
[Epoch 85 / Val] 
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[Epoch 85 / Val] loss: 4.792620137691498 loss_mean: 3.7134892954826353 loss_max: 5.871750960350036 mse_mean: 49.93098267745972 mse_max: 109.04085067749024 mae_mean: 3.7134892954826353 mae_max: 5.871750960350036 me_mean: -0.5830659636239288 me_max: -1.13701425282727 mrmse_mean: 3.7134892954826353 mrmse_max: 5.871750960350036 mrmse_rmvar_mean: 3.6948303561210634 mrmse_rmvar_max: 5.663605128765107 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.09060601471364498 log_var_max: 0.010303267308414434
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[Epoch 86 / Train] loss: 2.9476782219409943 loss_mean: 2.335243579149246 loss_max: 3.5601128706932066 mse_mean: 24.758293248176575 mse_max: 51.30916091251373 mae_mean: 2.335243579149246 mae_max: 3.5601128706932066 me_mean: -0.6779618522509699 me_max: -1.006615689402446 mrmse_mean: 2.335243579149246 mrmse_max: 3.5601128706932066 mrmse_rmvar_mean: 2.4445547389984132 mrmse_rmvar_max: 3.480526714205742 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.09003055291622877 log_var_max: 0.011235819897148757
[Epoch 86 / Val] 
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[Epoch 86 / Val] loss: 4.686832719802856 loss_mean: 3.5895541524887085 loss_max: 5.784111293792725 mse_mean: 46.974642196655275 mse_max: 104.9686226272583 mae_mean: 3.5895541524887085 mae_max: 5.784111293792725 me_mean: -1.1207726904638111 me_max: -1.6440282968143 mrmse_mean: 3.5895541524887085 mrmse_max: 5.784111293792725 mrmse_rmvar_mean: 3.575305118560791 mrmse_rmvar_max: 5.584415071964264 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.0826177736222744 log_var_max: 0.012653499842854217
[Epoch 87 / Train] 
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[Epoch 87 / Train] loss: 2.978419787168503 loss_mean: 2.3576294860839844 loss_max: 3.5992100920677186 mse_mean: 25.33416301345825 mse_max: 52.73956604385376 mae_mean: 2.3576294860839844 mae_max: 3.5992100920677186 me_mean: -0.7056438132687471 me_max: -1.0570702124235103 mrmse_mean: 2.3576294860839844 mrmse_max: 3.5992100920677186 mrmse_rmvar_mean: 2.4650651124715806 mrmse_rmvar_max: 3.5186211602687836 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.08855354878306389 log_var_max: 0.009733458771370352
[Epoch 87 / Val] 
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[Epoch 87 / Val] loss: 4.9190147018432615 loss_mean: 3.802502595901489 loss_max: 6.0355268273353575 mse_mean: 52.36508071899414 mse_max: 117.33792519378662 mae_mean: 3.802502595901489 mae_max: 6.0355268273353575 me_mean: -0.4475315514425747 me_max: -0.6821637688577176 mrmse_mean: 3.802502595901489 mrmse_max: 6.0355268273353575 mrmse_rmvar_mean: 3.784860526561737 mrmse_rmvar_max: 5.837969491481781 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.08139838649332523 log_var_max: 0.008852492024045205
[Epoch 88 / Train] 
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[Epoch 88 / Train] loss: 2.957440610408783 loss_mean: 2.3409410322904587 loss_max: 3.573940187931061 mse_mean: 24.903895267486572 mse_max: 51.82476934528351 mae_mean: 2.3409410322904587 mae_max: 3.573940187931061 me_mean: -0.6947691501541995 me_max: -1.0356468057978199 mrmse_mean: 2.3409410322904587 mrmse_max: 3.573940187931061 mrmse_rmvar_mean: 2.4522079252004625 mrmse_rmvar_max: 3.4999176642894745 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.08906123511493207 log_var_max: 0.010054438025690615
[Epoch 88 / Val] 
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[Epoch 88 / Val] loss: 4.852481126785278 loss_mean: 3.7616270637512206 loss_max: 5.943335175514221 mse_mean: 52.140865573883055 mse_max: 114.29614825439454 mae_mean: 3.7616270637512206 mae_max: 5.943335175514221 me_mean: -0.4790451447479427 me_max: -0.9291598581708967 mrmse_mean: 3.7616270637512206 mrmse_max: 5.943335175514221 mrmse_rmvar_mean: 3.7578315386772156 mrmse_rmvar_max: 5.7587205271720885 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.08624977670609951 log_var_max: 0.022041588375344874
[Epoch 89 / Train] 
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[Epoch 89 / Train] loss: 2.96641794526577 loss_mean: 2.348542228937149 loss_max: 3.584293662548065 mse_mean: 25.11535296058655 mse_max: 52.282693368911744 mae_mean: 2.348542228937149 mae_max: 3.584293662548065 me_mean: -0.6902634056188399 me_max: -1.0345390609540046 mrmse_mean: 2.348542228937149 mrmse_max: 3.584293662548065 mrmse_rmvar_mean: 2.4566182906627656 mrmse_rmvar_max: 3.5069811639785766 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.08747838031500578 log_var_max: 0.010826495544053615
[Epoch 89 / Val] 
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[Epoch 89 / Val] loss: 4.790757503986359 loss_mean: 3.6875351252555846 loss_max: 5.893979882717132 mse_mean: 49.51751473236084 mse_max: 109.97821847534179 mae_mean: 3.6875351252555846 mae_max: 5.893979882717132 me_mean: -0.8847055020071566 me_max: -1.3982978586526587 mrmse_mean: 3.6875351252555846 mrmse_max: 5.893979882717132 mrmse_rmvar_mean: 3.6734701533317566 mrmse_rmvar_max: 5.6916143445968626 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.08025111469626427 log_var_max: 0.013838139625819167
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[Epoch 90 / Train] loss: 2.94153470993042 loss_mean: 2.328648838877678 loss_max: 3.5544205763339995 mse_mean: 24.831461035251618 mse_max: 51.66832611751556 mae_mean: 2.328648838877678 mae_max: 3.5544205763339995 me_mean: -0.6943029579971917 me_max: -1.044993067767471 mrmse_mean: 2.328648838877678 mrmse_max: 3.5544205763339995 mrmse_rmvar_mean: 2.4411429636478426 mrmse_rmvar_max: 3.480780612230301 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.08764925732463598 log_var_max: 0.011142228355165571
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[Epoch 90 / Val] loss: 4.795836821079254 loss_mean: 3.6804673914909363 loss_max: 5.911206243515014 mse_mean: 49.13585718536377 mse_max: 110.76006896972656 mae_mean: 3.6804673914909363 mae_max: 5.911206243515014 me_mean: -0.6334484535190277 me_max: -0.9130631898646243 mrmse_mean: 3.6804673914909363 mrmse_max: 5.911206243515014 mrmse_rmvar_mean: 3.6596153392791746 mrmse_rmvar_max: 5.705666942119598 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.08270076577365398 log_var_max: 0.010978410139883635
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[Epoch 91 / Train] loss: 2.9195782009363174 loss_mean: 2.3119906035661697 loss_max: 3.527165798187256 mse_mean: 24.514693464279176 mse_max: 50.88606109809876 mae_mean: 2.3119906035661697 mae_max: 3.527165798187256 me_mean: -0.6844806437573862 me_max: -1.0274301530977246 mrmse_mean: 2.3119906035661697 mrmse_max: 3.527165798187256 mrmse_rmvar_mean: 2.420683018326759 mrmse_rmvar_max: 3.4476957499980925 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.08361369990557432 log_var_max: 0.008699411212466658
[Epoch 91 / Val] 
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[Epoch 91 / Val] loss: 5.014267275810242 loss_mean: 3.943416154384613 loss_max: 6.0851183896064756 mse_mean: 55.56202474975586 mse_max: 116.71870775604248 mae_mean: 3.943416154384613 mae_max: 6.0851183896064756 me_mean: -0.21919607115499093 me_max: -0.7860023051956668 mrmse_mean: 3.943416154384613 mrmse_max: 6.0851183896064756 mrmse_rmvar_mean: 3.9131628861427306 mrmse_rmvar_max: 5.870899778366089 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.07209621635824442 log_var_max: 0.0048423021713242635
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[Epoch 92 / Train] loss: 2.923986653804779 loss_mean: 2.3144979659318925 loss_max: 3.533475336074829 mse_mean: 24.741642956256868 mse_max: 51.46238557052612 mae_mean: 2.3144979659318925 mae_max: 3.533475336074829 me_mean: -0.6797836106875912 me_max: -1.0181418028826592 mrmse_mean: 2.3144979659318925 mrmse_max: 3.533475336074829 mrmse_rmvar_mean: 2.428725430250168 mrmse_rmvar_max: 3.4610453143119813 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.08470535062253476 log_var_max: 0.00874431365681812
[Epoch 92 / Val] 
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[Epoch 92 / Val] loss: 4.837935256004333 loss_mean: 3.7611822566986084 loss_max: 5.914688247680664 mse_mean: 51.354970027923585 mse_max: 112.89160488891602 mae_mean: 3.7611822566986084 mae_max: 5.914688247680664 me_mean: -0.4187278492434416 me_max: -0.795464586991584 mrmse_mean: 3.7611822566986084 mrmse_max: 5.914688247680664 mrmse_rmvar_mean: 3.75398021030426 mrmse_rmvar_max: 5.723662046432495 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.0821537339836359 log_var_max: 0.004698183746477298
[Epoch 93 / Train] 
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[Epoch 93 / Train] loss: 2.9424682495594023 loss_mean: 2.3284635097980497 loss_max: 3.556472985744476 mse_mean: 24.766872381210327 mse_max: 51.63751856803894 mae_mean: 2.3284635097980497 mae_max: 3.556472985744476 me_mean: -0.6937057916442864 me_max: -1.051670049269218 mrmse_mean: 2.3284635097980497 mrmse_max: 3.556472985744476 mrmse_rmvar_mean: 2.435908405780792 mrmse_rmvar_max: 3.4768423862457274 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.08447517783939838 log_var_max: 0.006892960960976779
[Epoch 93 / Val] 
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[Epoch 93 / Val] loss: 4.906398719787598 loss_mean: 3.810798744916916 loss_max: 6.001998693466186 mse_mean: 52.444935749053954 mse_max: 115.17984046173096 mae_mean: 3.810798744916916 mae_max: 6.001998693466186 me_mean: -0.47771130106924103 me_max: -0.9757002719127922 mrmse_mean: 3.810798744916916 mrmse_max: 6.001998693466186 mrmse_rmvar_mean: 3.7897140951156616 mrmse_rmvar_max: 5.799866769313812 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.07818549363315105 log_var_max: 0.006270833646958636
[Epoch 94 / Train] 
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[Epoch 94 / Train] loss: 2.9171072825193405 loss_mean: 2.308068593621254 loss_max: 3.5261459703445435 mse_mean: 24.61372356700897 mse_max: 51.10722662734985 mae_mean: 2.308068593621254 mae_max: 3.5261459703445435 me_mean: -0.6802945670983754 me_max: -1.0131655289578485 mrmse_mean: 2.308068593621254 mrmse_max: 3.5261459703445435 mrmse_rmvar_mean: 2.4201132498979567 mrmse_rmvar_max: 3.451868058681488 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.08323235116153956 log_var_max: 0.007179547514417209
[Epoch 94 / Val] 
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[Epoch 94 / Val] loss: 4.795478945732117 loss_mean: 3.7102978529930115 loss_max: 5.880660022735595 mse_mean: 50.529531894683835 mse_max: 110.8749517288208 mae_mean: 3.7102978529930115 mae_max: 5.880660022735595 me_mean: -0.6261307486773003 me_max: -1.167576129836787 mrmse_mean: 3.7102978529930115 mrmse_max: 5.880660022735595 mrmse_rmvar_mean: 3.697301911354065 mrmse_rmvar_max: 5.678505280017853 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.07939519679546356 log_var_max: 0.006522807128083514
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[Epoch 95 / Train] loss: 2.9549299812316896 loss_mean: 2.335233201503754 loss_max: 3.574626761198044 mse_mean: 24.979186964035033 mse_max: 52.259315523147585 mae_mean: 2.335233201503754 mae_max: 3.574626761198044 me_mean: -0.7032696000342258 me_max: -1.0561197062958962 mrmse_mean: 2.335233201503754 mrmse_max: 3.574626761198044 mrmse_rmvar_mean: 2.4397996125221253 mrmse_rmvar_max: 3.4929465267658233 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.08244156861305237 log_var_max: 0.007360820706060622
[Epoch 95 / Val] 
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[Epoch 95 / Val] loss: 4.821672818183899 loss_mean: 3.738476639509201 loss_max: 5.9048690114021305 mse_mean: 51.3344274559021 mse_max: 111.93550038909912 mae_mean: 3.738476639509201 mae_max: 5.9048690114021305 me_mean: -0.4326206075260416 me_max: -0.9043472007233649 mrmse_mean: 3.738476639509201 mrmse_max: 5.9048690114021305 mrmse_rmvar_mean: 3.7195342202186583 mrmse_rmvar_max: 5.695941915512085 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.07825898751616478 log_var_max: 0.0011386209807801606
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[Epoch 96 / Train] loss: 2.9644670287370682 loss_mean: 2.3475960286855697 loss_max: 3.5813380327224733 mse_mean: 25.30568352842331 mse_max: 52.59478632926941 mae_mean: 2.3475960286855697 mae_max: 3.5813380327224733 me_mean: -0.7173561911685392 me_max: -1.073753510064853 mrmse_mean: 2.3475960286855697 mrmse_max: 3.5813380327224733 mrmse_rmvar_mean: 2.4522872312068937 mrmse_rmvar_max: 3.5005225188732148 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.08227646711468696 log_var_max: 0.0064299926158719245
[Epoch 96 / Val] 
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[Epoch 96 / Val] loss: 4.907214335441589 loss_mean: 3.807399679660797 loss_max: 6.007028968334198 mse_mean: 52.742742012023925 mse_max: 116.00414333343505 mae_mean: 3.807399679660797 mae_max: 6.007028968334198 me_mean: -0.32837563266418873 me_max: -0.7634176474316046 mrmse_mean: 3.807399679660797 mrmse_max: 6.007028968334198 mrmse_rmvar_mean: 3.7865165820121764 mrmse_rmvar_max: 5.809186285495758 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.07831545877456665 log_var_max: 0.007974601696056197
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[Epoch 97 / Train] loss: 2.9277324022054674 loss_mean: 2.313808002114296 loss_max: 3.5416568031311035 mse_mean: 24.59904200363159 mse_max: 51.484810296058654 mae_mean: 2.313808002114296 mae_max: 3.5416568031311035 me_mean: -0.6903317002648255 me_max: -1.0418010580430273 mrmse_mean: 2.313808002114296 mrmse_max: 3.5416568031311035 mrmse_rmvar_mean: 2.4183901649713517 mrmse_rmvar_max: 3.4627647944688795 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.07920609381049872 log_var_max: 0.00647792294039391
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[Epoch 97 / Val] loss: 4.65879775762558 loss_mean: 3.5716290755271913 loss_max: 5.745966458797455 mse_mean: 47.37446671676636 mse_max: 105.94627478790284 mae_mean: 3.5716290755271913 mae_max: 5.745966458797455 me_mean: -0.9920413250941783 me_max: -1.5338458673022688 mrmse_mean: 3.5716290755271913 mrmse_max: 5.745966458797455 mrmse_rmvar_mean: 3.5612545385360717 mrmse_rmvar_max: 5.551170302391053 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.07771177396923304 log_var_max: 0.012628089744015596
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[Epoch 98 / Train] loss: 2.9236356621980666 loss_mean: 2.312880229473114 loss_max: 3.534391090154648 mse_mean: 24.63209816265106 mse_max: 51.32667882156372 mae_mean: 2.312880229473114 mae_max: 3.534391090154648 me_mean: -0.6781703119794839 me_max: -1.0190819017542525 mrmse_mean: 2.312880229473114 mrmse_max: 3.534391090154648 mrmse_rmvar_mean: 2.4190684427022933 mrmse_rmvar_max: 3.4560113406181334 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.08063194329291581 log_var_max: 0.008483080213773064
[Epoch 98 / Val] 
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[Epoch 98 / Val] loss: 4.693878449440002 loss_mean: 3.6114804430007936 loss_max: 5.776276434898376 mse_mean: 48.35383721542358 mse_max: 107.99218925476075 mae_mean: 3.6114804430007936 mae_max: 5.776276434898376 me_mean: -0.7636157031023758 me_max: -1.2605223919600248 mrmse_mean: 3.6114804430007936 mrmse_max: 5.776276434898376 mrmse_rmvar_mean: 3.6061606583595274 mrmse_rmvar_max: 5.580808346271515 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.07367774941772222 log_var_max: 0.003581327830603186
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[Epoch 99 / Train] loss: 2.9123427990674973 loss_mean: 2.3027102462053297 loss_max: 3.521975354194641 mse_mean: 24.480692034721375 mse_max: 51.12985146045685 mae_mean: 2.3027102462053297 mae_max: 3.521975354194641 me_mean: -0.6904122036914341 me_max: -1.0431805397639982 mrmse_mean: 2.3027102462053297 mrmse_max: 3.521975354194641 mrmse_rmvar_mean: 2.413355828166008 mrmse_rmvar_max: 3.4464121150970457 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.07979378374665975 log_var_max: 0.0068664722696994435
[Epoch 99 / Val] 
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[Epoch 99 / Val] loss: 4.818538226604462 loss_mean: 3.7147670798301697 loss_max: 5.922309364318847 mse_mean: 50.31275459671021 mse_max: 112.39947921752929 mae_mean: 3.7147670798301697 mae_max: 5.922309364318847 me_mean: -0.73220503405208 me_max: -1.1048804579533171 mrmse_mean: 3.7147670798301697 mrmse_max: 5.922309364318847 mrmse_rmvar_mean: 3.698825375556946 mrmse_rmvar_max: 5.722119853496552 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.07717879581451416 log_var_max: 0.009943913849565434
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[Epoch 100 / Train] loss: 2.8917994117736816 loss_mean: 2.28681402027607 loss_max: 3.4967847970724106 mse_mean: 24.16835699558258 mse_max: 50.33148680210113 mae_mean: 2.28681402027607 mae_max: 3.4967847970724106 me_mean: -0.6724161318162515 me_max: -1.0102046385970898 mrmse_mean: 2.28681402027607 mrmse_max: 3.4967847970724106 mrmse_rmvar_mean: 2.3964892687797548 mrmse_rmvar_max: 3.419705751299858 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.07882100754976272 log_var_max: 0.006441338952659862
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[Epoch 100 / Val] loss: 4.759585304737091 loss_mean: 3.663457127571106 loss_max: 5.855713477134705 mse_mean: 48.79632726669311 mse_max: 108.83897020721436 mae_mean: 3.663457127571106 mae_max: 5.855713477134705 me_mean: -0.6767892332409974 me_max: -1.094390134708956 mrmse_mean: 3.663457127571106 mrmse_max: 5.855713477134705 mrmse_rmvar_mean: 3.6382274522781373 mrmse_rmvar_max: 5.643780498027802 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.07577566281706095 log_var_max: 0.005274493143413565
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[Epoch 101 / Train] loss: 2.929958862543106 loss_mean: 2.3180501494407655 loss_max: 3.54186757683754 mse_mean: 24.78373240995407 mse_max: 51.697242515563964 mae_mean: 2.3180501494407655 mae_max: 3.54186757683754 me_mean: -0.6914759910409338 me_max: -1.0440073837388772 mrmse_mean: 2.3180501494407655 mrmse_max: 3.54186757683754 mrmse_rmvar_mean: 2.4229536924362183 mrmse_rmvar_max: 3.4604087014198304 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.07859314662963152 log_var_max: 0.005999050628306577
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[Epoch 101 / Val] loss: 4.86501270532608 loss_mean: 3.744807868003845 loss_max: 5.985217552661895 mse_mean: 51.53866532516479 mse_max: 116.2407509765625 mae_mean: 3.744807868003845 mae_max: 5.985217552661895 me_mean: -0.4390342366602272 me_max: -0.673255758429179 mrmse_mean: 3.744807868003845 mrmse_max: 5.985217552661895 mrmse_rmvar_mean: 3.7388384957313536 mrmse_rmvar_max: 5.79672056388855 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.07825785962492228 log_var_max: 0.009782162901974516
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[Epoch 102 / Train] loss: 2.923482366204262 loss_mean: 2.310675701379776 loss_max: 3.5362890338897706 mse_mean: 24.55679640197754 mse_max: 51.35938763713837 mae_mean: 2.310675701379776 mae_max: 3.5362890338897706 me_mean: -0.6910946948293131 me_max: -1.045629166300525 mrmse_mean: 2.310675701379776 mrmse_max: 3.5362890338897706 mrmse_rmvar_mean: 2.4162024335861205 mrmse_rmvar_max: 3.4552684686183928 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.07743030446022749 log_var_max: 0.007048693070188164
[Epoch 102 / Val] 
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[Epoch 102 / Val] loss: 4.663161089420319 loss_mean: 3.5864083852767945 loss_max: 5.739913771629333 mse_mean: 48.365367683410646 mse_max: 107.64028895568848 mae_mean: 3.5864083852767945 mae_max: 5.739913771629333 me_mean: -0.9511381953228265 me_max: -1.5479187953379006 mrmse_mean: 3.5864083852767945 mrmse_max: 5.739913771629333 mrmse_rmvar_mean: 3.588422115325928 mrmse_rmvar_max: 5.548568653106689 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.07045971417427063 log_var_max: 0.006323858405667124
[Epoch 103 / Train] 
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[Epoch 103 / Train] loss: 2.901230315208435 loss_mean: 2.2955641139745713 loss_max: 3.5068965110778807 mse_mean: 24.48813595914841 mse_max: 50.89389559173584 mae_mean: 2.2955641139745713 mae_max: 3.5068965110778807 me_mean: -0.6927066022318904 me_max: -1.048497108956566 mrmse_mean: 2.2955641139745713 mrmse_max: 3.5068965110778807 mrmse_rmvar_mean: 2.405333865761757 mrmse_rmvar_max: 3.432867694377899 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.07694491957873106 log_var_max: 0.010142698403913528
[Epoch 103 / Val] 
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[Epoch 103 / Val] loss: 4.757217272281647 loss_mean: 3.686793331384659 loss_max: 5.827641201972962 mse_mean: 50.62803801727295 mse_max: 112.93824695205689 mae_mean: 3.686793331384659 mae_max: 5.827641201972962 me_mean: -0.6050450588043313 me_max: -1.2913226912226528 mrmse_mean: 3.686793331384659 mrmse_max: 5.827641201972962 mrmse_rmvar_mean: 3.6798275232315065 mrmse_rmvar_max: 5.637715761661529 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.07167061010748148 log_var_max: 0.010065222924931732
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[Epoch 104 / Train] loss: 2.9037890634536745 loss_mean: 2.292513369202614 loss_max: 3.515064767360687 mse_mean: 24.367795904159546 mse_max: 50.98526438808441 mae_mean: 2.292513369202614 mae_max: 3.515064767360687 me_mean: -0.6949190499422839 me_max: -1.0549435123372823 mrmse_mean: 2.292513369202614 mrmse_max: 3.515064767360687 mrmse_rmvar_mean: 2.401529996752739 mrmse_rmvar_max: 3.4389739401340487 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.07473351940512657 log_var_max: 0.008016891368548386
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[Epoch 104 / Val] loss: 4.695510765552521 loss_mean: 3.627273103237152 loss_max: 5.763748448371887 mse_mean: 49.15436190414429 mse_max: 108.39786871337891 mae_mean: 3.627273103237152 mae_max: 5.763748448371887 me_mean: -0.6593118390571326 me_max: -1.1660891928286292 mrmse_mean: 3.627273103237152 mrmse_max: 5.763748448371887 mrmse_rmvar_mean: 3.6205241203308107 mrmse_rmvar_max: 5.575438484191895 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.06878135188668966 log_var_max: 0.014556185056455433
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[Epoch 105 / Train] loss: 2.9193844022750857 loss_mean: 2.3049375932216645 loss_max: 3.533831208229065 mse_mean: 24.808864889144896 mse_max: 51.70417007350922 mae_mean: 2.3049375932216645 mae_max: 3.533831208229065 me_mean: -0.7074292439854472 me_max: -1.0682617949784035 mrmse_mean: 2.3049375932216645 mrmse_max: 3.533831208229065 mrmse_rmvar_mean: 2.412903355360031 mrmse_rmvar_max: 3.4553759162425997 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.0754444060921669 log_var_max: 0.007223015877068974
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[Epoch 105 / Val] loss: 4.699281893730164 loss_mean: 3.606938133716583 loss_max: 5.791625639438629 mse_mean: 48.28846795272827 mse_max: 108.24307739257813 mae_mean: 3.606938133716583 mae_max: 5.791625639438629 me_mean: -0.8671503197127022 me_max: -1.3235427589789033 mrmse_mean: 3.606938133716583 mrmse_max: 5.791625639438629 mrmse_rmvar_mean: 3.5905131955146787 mrmse_rmvar_max: 5.586724936962128 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.06646343199908733 log_var_max: 0.003009345528331323
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[Epoch 106 / Train] loss: 2.899247471690178 loss_mean: 2.295228293299675 loss_max: 3.5032666473388674 mse_mean: 24.41931289625168 mse_max: 50.820608702659605 mae_mean: 2.295228293299675 mae_max: 3.5032666473388674 me_mean: -0.678297731939936 me_max: -1.0294559800811112 mrmse_mean: 2.295228293299675 mrmse_max: 3.5032666473388674 mrmse_rmvar_mean: 2.4003562713861464 mrmse_rmvar_max: 3.4227191388607023 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.07429786365479231 log_var_max: 0.008360130459186621
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[Epoch 106 / Val] loss: 4.701464579582215 loss_mean: 3.617802017688751 loss_max: 5.785127129077911 mse_mean: 48.25686722564697 mse_max: 106.61984886169434 mae_mean: 3.617802017688751 mae_max: 5.785127129077911 me_mean: -0.8449912157200743 me_max: -1.3885605041850357 mrmse_mean: 3.617802017688751 mrmse_max: 5.785127129077911 mrmse_rmvar_mean: 3.602305778503418 mrmse_rmvar_max: 5.5800470118522645 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.06892296709120274 log_var_max: 0.008711642231413862
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[Epoch 107 / Train] loss: 2.8725998338460923 loss_mean: 2.2743846397399903 loss_max: 3.470815032839775 mse_mean: 24.012872341156005 mse_max: 49.85154178524017 mae_mean: 2.2743846397399903 mae_max: 3.470815032839775 me_mean: -0.6658674685467267 me_max: -1.0089540659929626 mrmse_mean: 2.2743846397399903 mrmse_max: 3.470815032839775 mrmse_rmvar_mean: 2.3820538644790648 mrmse_rmvar_max: 3.3932188519239426 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.07386470358073711 log_var_max: 0.006574768571386812
[Epoch 107 / Val] 
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[Epoch 107 / Val] loss: 4.658359662055969 loss_mean: 3.5932767333984375 loss_max: 5.723442588806153 mse_mean: 47.696627166748044 mse_max: 105.44367763519287 mae_mean: 3.5932767333984375 mae_max: 5.723442588806153 me_mean: -0.8404842494157492 me_max: -1.4600457446202635 mrmse_mean: 3.5932767333984375 mrmse_max: 5.723442588806153 mrmse_rmvar_mean: 3.5902665362358093 mrmse_rmvar_max: 5.53518686580658 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.06982211365550757 log_var_max: 0.009072157058719313
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[Epoch 108 / Train] loss: 2.8768925563097 loss_mean: 2.2750353581905367 loss_max: 3.478749754548073 mse_mean: 24.144366868019105 mse_max: 50.3053981256485 mae_mean: 2.2750353581905367 mae_max: 3.478749754548073 me_mean: -0.6903874745506909 me_max: -1.051506545978831 mrmse_mean: 2.2750353581905367 mrmse_max: 3.478749754548073 mrmse_rmvar_mean: 2.3862836911678316 mrmse_rmvar_max: 3.4057992925643923 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.0745036503598094 log_var_max: 0.006439580151927657
[Epoch 108 / Val] 
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[Epoch 108 / Val] loss: 4.845464396476745 loss_mean: 3.7449162664413453 loss_max: 5.946012523174286 mse_mean: 51.191436195373534 mse_max: 113.28116303253174 mae_mean: 3.7449162664413453 mae_max: 5.946012523174286 me_mean: -0.4232452587611042 me_max: -0.7556680469959974 mrmse_mean: 3.7449162664413453 mrmse_max: 5.946012523174286 mrmse_rmvar_mean: 3.7221446657180786 mrmse_rmvar_max: 5.737403411865234 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.0723297249302268 log_var_max: 0.007321633336468949
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[Epoch 109 / Train] loss: 2.8992282637357714 loss_mean: 2.289119150161743 loss_max: 3.5093373774290084 mse_mean: 24.288917153835296 mse_max: 50.80324076271057 mae_mean: 2.289119150161743 mae_max: 3.5093373774290084 me_mean: -0.6773920533303172 me_max: -1.0248082725371932 mrmse_mean: 2.289119150161743 mrmse_max: 3.5093373774290084 mrmse_rmvar_mean: 2.39340455698967 mrmse_rmvar_max: 3.429661856889725 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.07357574278116226 log_var_max: 0.00784016753116157
[Epoch 109 / Val] 
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[Epoch 109 / Val] loss: 4.672894152164459 loss_mean: 3.5983081369400023 loss_max: 5.747480152130127 mse_mean: 48.34916277503967 mse_max: 107.22589472961425 mae_mean: 3.5983081369400023 mae_max: 5.747480152130127 me_mean: -0.7625723749352619 me_max: -1.4141543622817845 mrmse_mean: 3.5983081369400023 mrmse_max: 5.747480152130127 mrmse_rmvar_mean: 3.593544405460358 mrmse_rmvar_max: 5.55456285905838 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.0660303437039256 log_var_max: 0.00949859719336382
[Epoch 110 / Train] 
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[Epoch 110 / Train] loss: 2.8821004474163057 loss_mean: 2.277741067290306 loss_max: 3.4864598191976546 mse_mean: 24.225678797245024 mse_max: 50.55042813396454 mae_mean: 2.277741067290306 mae_max: 3.4864598191976546 me_mean: -0.6768115353121539 me_max: -1.0272535218071426 mrmse_mean: 2.277741067290306 mrmse_max: 3.4864598191976546 mrmse_rmvar_mean: 2.385488156199455 mrmse_rmvar_max: 3.4090161707401276 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.0736609848216176 log_var_max: 0.006616130541457096
[Epoch 110 / Val] 
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[Epoch 110 / Val] loss: 4.677412080287933 loss_mean: 3.5940109977722168 loss_max: 5.7608131475448605 mse_mean: 47.971206146240235 mse_max: 107.273566696167 mae_mean: 3.5940109977722168 mae_max: 5.7608131475448605 me_mean: -0.9005917270258069 me_max: -1.3853852480258793 mrmse_mean: 3.5940109977722168 mrmse_max: 5.7608131475448605 mrmse_rmvar_mean: 3.581606346130371 mrmse_rmvar_max: 5.5570586395263675 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.06515906486660242 log_var_max: 0.00522119242525514
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[Epoch 111 / Train] loss: 2.8932491604089736 loss_mean: 2.286300226926804 loss_max: 3.500198092460632 mse_mean: 24.253799530029298 mse_max: 50.69065687561035 mae_mean: 2.286300226926804 mae_max: 3.500198092460632 me_mean: -0.69005433102604 me_max: -1.0458021972861606 mrmse_mean: 2.286300226926804 mrmse_max: 3.500198092460632 mrmse_rmvar_mean: 2.3914403170347214 mrmse_rmvar_max: 3.4215761580467223 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.07199637524783611 log_var_max: 0.0069182824328891
[Epoch 111 / Val] 
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[Epoch 111 / Val] loss: 4.734628031730652 loss_mean: 3.6343300442695616 loss_max: 5.834926018714905 mse_mean: 49.129665138244626 mse_max: 110.0704559326172 mae_mean: 3.6343300442695616 mae_max: 5.834926018714905 me_mean: -0.774609249586938 me_max: -1.2272908746111206 mrmse_mean: 3.6343300442695616 mrmse_max: 5.834926018714905 mrmse_rmvar_mean: 3.618211793422699 mrmse_rmvar_max: 5.631943856239319 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.06654657273739577 log_var_max: 0.006048799713120388
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[Epoch 112 / Train] loss: 2.866042573928833 loss_mean: 2.2678562655448915 loss_max: 3.464228887319565 mse_mean: 24.054128734588623 mse_max: 50.054121129989625 mae_mean: 2.2678562655448915 mae_max: 3.464228887319565 me_mean: -0.67664176082029 me_max: -1.0191399126969882 mrmse_mean: 2.2678562655448915 mrmse_max: 3.464228887319565 mrmse_rmvar_mean: 2.3775844153165817 mrmse_rmvar_max: 3.3898072415590286 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.07077214987576008 log_var_max: 0.006873511533281999
[Epoch 112 / Val] 
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[Epoch 112 / Val] loss: 4.7562875671386715 loss_mean: 3.6616327950954437 loss_max: 5.8509423513412475 mse_mean: 48.788659660339356 mse_max: 109.68878491210937 mae_mean: 3.6616327950954437 mae_max: 5.8509423513412475 me_mean: -0.6341446163598448 me_max: -1.0167397826723754 mrmse_mean: 3.6616327950954437 mrmse_max: 5.8509423513412475 mrmse_rmvar_mean: 3.6346535959243775 mrmse_rmvar_max: 5.642757411956787 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.062482322350144386 log_var_max: 0.0043089458106042
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[Epoch 113 / Train] loss: 2.8787583570480346 loss_mean: 2.2790398477315903 loss_max: 3.4784768612384798 mse_mean: 24.14682643890381 mse_max: 50.20870072364807 mae_mean: 2.2790398477315903 mae_max: 3.4784768612384798 me_mean: -0.6865265159306 me_max: -1.0436059961623978 mrmse_mean: 2.2790398477315903 mrmse_max: 3.4784768612384798 mrmse_rmvar_mean: 2.381884656429291 mrmse_rmvar_max: 3.3978241653442383 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.06961568728089333 log_var_max: 0.006171590186888352
[Epoch 113 / Val] 
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[Epoch 113 / Val] loss: 4.66538418006897 loss_mean: 3.5873246166706085 loss_max: 5.743443736553192 mse_mean: 48.010267925262454 mse_max: 107.24566610717774 mae_mean: 3.5873246166706085 mae_max: 5.743443736553192 me_mean: -0.875775588540826 me_max: -1.3724575121719391 mrmse_mean: 3.5873246166706085 mrmse_max: 5.743443736553192 mrmse_rmvar_mean: 3.582709174156189 mrmse_rmvar_max: 5.552690861225128 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.06351850108802319 log_var_max: 0.005385307491480489
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[Epoch 114 / Train] loss: 2.8776740646362304 loss_mean: 2.2737160382270813 loss_max: 3.4816320840120314 mse_mean: 23.954970294475554 mse_max: 50.16377527332306 mae_mean: 2.2737160382270813 mae_max: 3.4816320840120314 me_mean: -0.6789687979128212 me_max: -1.0275628412622027 mrmse_mean: 2.2737160382270813 mrmse_max: 3.4816320840120314 mrmse_rmvar_mean: 2.3783798885345457 mrmse_rmvar_max: 3.4031404143571855 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.06941130946576596 log_var_max: 0.005685087251127698
[Epoch 114 / Val] 
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[Epoch 114 / Val] loss: 4.674740173816681 loss_mean: 3.5798157052993775 loss_max: 5.769664642333985 mse_mean: 47.54775365447998 mse_max: 106.1582455291748 mae_mean: 3.5798157052993775 mae_max: 5.769664642333985 me_mean: -1.1561533356625586 me_max: -1.9115932192187757 mrmse_mean: 3.5798157052993775 mrmse_max: 5.769664642333985 mrmse_rmvar_mean: 3.5712598876953123 mrmse_rmvar_max: 5.572517061710358 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.06435046119987965 log_var_max: 0.008453590656498818
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[Epoch 115 / Train] loss: 2.8865114748477936 loss_mean: 2.2816529976129534 loss_max: 3.4913699456453324 mse_mean: 24.333139331817627 mse_max: 50.72609853649139 mae_mean: 2.2816529976129534 mae_max: 3.4913699456453324 me_mean: -0.7002145457415245 me_max: -1.0593035535900854 mrmse_mean: 2.2816529976129534 mrmse_max: 3.4913699456453324 mrmse_rmvar_mean: 2.388810208439827 mrmse_rmvar_max: 3.4136078312397005 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.06950994422286749 log_var_max: 0.00686106977018062
[Epoch 115 / Val] 
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[Epoch 115 / Val] loss: 4.797794620990754 loss_mean: 3.698038306951523 loss_max: 5.897550935745239 mse_mean: 50.140791736602786 mse_max: 112.01015033721924 mae_mean: 3.698038306951523 mae_max: 5.897550935745239 me_mean: -0.5228476967716124 me_max: -0.8675573839342687 mrmse_mean: 3.698038306951523 mrmse_max: 5.897550935745239 mrmse_rmvar_mean: 3.680814286231995 mrmse_rmvar_max: 5.696217497825622 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.06661837980896235 log_var_max: 0.006586006460299359
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[Epoch 116 / Train] loss: 2.863202461242676 loss_mean: 2.260375842809677 loss_max: 3.4660290980339052 mse_mean: 23.912137146949767 mse_max: 50.017183533668515 mae_mean: 2.260375842809677 mae_max: 3.4660290980339052 me_mean: -0.6884643786108354 me_max: -1.0548569172690332 mrmse_mean: 2.260375842809677 mrmse_max: 3.4660290980339052 mrmse_rmvar_mean: 2.3685870654582977 mrmse_rmvar_max: 3.389205892920494 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.06928214029222726 log_var_max: 0.006848299443838186
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[Epoch 116 / Val] loss: 4.7199255523681645 loss_mean: 3.631884220123291 loss_max: 5.807966905593872 mse_mean: 48.97178363037109 mse_max: 109.47299623107911 mae_mean: 3.631884220123291 mae_max: 5.807966905593872 me_mean: -0.8125638581710518 me_max: -1.358546228349209 mrmse_mean: 3.631884220123291 mrmse_max: 5.807966905593872 mrmse_rmvar_mean: 3.6214375133514403 mrmse_rmvar_max: 5.609138371467591 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.06581297896057367 log_var_max: 0.0013890754563485644
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[Epoch 117 / Train] loss: 2.890244915127754 loss_mean: 2.2842554391622545 loss_max: 3.496234393835068 mse_mean: 24.14556754541397 mse_max: 50.54015009593964 mae_mean: 2.2842554391622545 mae_max: 3.496234393835068 me_mean: -0.6865426682358374 me_max: -1.0411005998807958 mrmse_mean: 2.2842554391622545 mrmse_max: 3.496234393835068 mrmse_rmvar_mean: 2.386495587825775 mrmse_rmvar_max: 3.413922239899635 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.06854505985230207 log_var_max: 0.00601004477524657
[Epoch 117 / Val] 
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[Epoch 117 / Val] loss: 4.544734124660492 loss_mean: 3.4853294548988343 loss_max: 5.604138799190522 mse_mean: 46.16648797988891 mse_max: 103.34978637695312 mae_mean: 3.4853294548988343 mae_max: 5.604138799190522 me_mean: -1.0265740729533135 me_max: -1.7116712763272226 mrmse_mean: 3.4853294548988343 mrmse_max: 5.604138799190522 mrmse_rmvar_mean: 3.4911478662490847 mrmse_rmvar_max: 5.41407079744339 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.06354809434711933 log_var_max: 0.01079938355158083
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[Epoch 118 / Train] loss: 2.871082617521286 loss_mean: 2.272034487724304 loss_max: 3.470130748152733 mse_mean: 24.039258578300476 mse_max: 50.118829204559326 mae_mean: 2.272034487724304 mae_max: 3.470130748152733 me_mean: -0.67247793111988 me_max: -1.023159926663502 mrmse_mean: 2.272034487724304 mrmse_max: 3.470130748152733 mrmse_rmvar_mean: 2.3769300725460054 mrmse_rmvar_max: 3.389344921350479 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.06911217487603426 log_var_max: 0.005732780227364856
[Epoch 118 / Val] 
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[Epoch 118 / Val] loss: 4.689295962810516 loss_mean: 3.6053001456260683 loss_max: 5.7732917828559875 mse_mean: 48.02636943435669 mse_max: 106.67581499481201 mae_mean: 3.6053001456260683 mae_max: 5.7732917828559875 me_mean: -0.9790934234987945 me_max: -1.7107982270680369 mrmse_mean: 3.6053001456260683 mrmse_max: 5.7732917828559875 mrmse_rmvar_mean: 3.5984397711753844 mrmse_rmvar_max: 5.576825533866883 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.06608380448073149 log_var_max: 0.008338647877448238
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[Epoch 119 / Train] loss: 2.873407447218895 loss_mean: 2.2739233065843583 loss_max: 3.4728915799856184 mse_mean: 24.014451278209688 mse_max: 50.16665620994568 mae_mean: 2.2739233065843583 mae_max: 3.4728915799856184 me_mean: -0.6650451758145937 me_max: -1.0094546444634906 mrmse_mean: 2.2739233065843583 mrmse_max: 3.4728915799856184 mrmse_rmvar_mean: 2.379392225265503 mrmse_rmvar_max: 3.395912370443344 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.06889384705200792 log_var_max: 0.006341990430199076
[Epoch 119 / Val] 
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[Epoch 119 / Val] loss: 4.705193626880646 loss_mean: 3.6285781850814818 loss_max: 5.78180907535553 mse_mean: 48.646794597625735 mse_max: 108.41060533905029 mae_mean: 3.6285781850814818 mae_max: 5.78180907535553 me_mean: -0.591766031369567 me_max: -1.0919136362077844 mrmse_mean: 3.6285781850814818 mrmse_max: 5.78180907535553 mrmse_rmvar_mean: 3.6164818687438967 mrmse_rmvar_max: 5.579495440483093 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.06219435864686966 log_var_max: 0.0041355420152067385
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[Epoch 120 / Train] loss: 2.8398152977228164 loss_mean: 2.2437556036710737 loss_max: 3.4358749972581863 mse_mean: 23.582644835472106 mse_max: 49.14270670509338 mae_mean: 2.2437556036710737 mae_max: 3.4358749972581863 me_mean: -0.6685100288067478 me_max: -1.018669330761535 mrmse_mean: 2.2437556036710737 mrmse_max: 3.4358749972581863 mrmse_rmvar_mean: 2.350487240791321 mrmse_rmvar_max: 3.3572734874486923 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.06722227054461836 log_var_max: 0.0061982072322280144
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[Epoch 120 / Val] loss: 4.7269390444755555 loss_mean: 3.631262731552124 loss_max: 5.822615358829498 mse_mean: 49.40822020339966 mse_max: 110.75840963745117 mae_mean: 3.631262731552124 mae_max: 5.822615358829498 me_mean: -0.8688425345160067 me_max: -1.436415843980387 mrmse_mean: 3.631262731552124 mrmse_max: 5.822615358829498 mrmse_rmvar_mean: 3.622542757511139 mrmse_rmvar_max: 5.628088363647461 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.06296191004663707 log_var_max: 0.011825414631981402
[Epoch 121 / Train] 
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[Epoch 121 / Train] loss: 2.8520158392190935 loss_mean: 2.248760377049446 loss_max: 3.4552712984085083 mse_mean: 23.925882043838502 mse_max: 50.272385310173036 mae_mean: 2.248760377049446 mae_max: 3.4552712984085083 me_mean: -0.6828011429256294 me_max: -1.0477427734634257 mrmse_mean: 2.248760377049446 mrmse_max: 3.4552712984085083 mrmse_rmvar_mean: 2.3612720891237258 mrmse_rmvar_max: 3.382073924064636 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.06673094185069203 log_var_max: 0.006914350425591693
[Epoch 121 / Val] 
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[Epoch 121 / Val] loss: 4.807165266990662 loss_mean: 3.7133025622367857 loss_max: 5.90102796125412 mse_mean: 50.66535613250733 mse_max: 112.75542016601563 mae_mean: 3.7133025622367857 mae_max: 5.90102796125412 me_mean: -0.46808030758425595 me_max: -0.7776692116502673 mrmse_mean: 3.7133025622367857 mrmse_max: 5.90102796125412 mrmse_rmvar_mean: 3.6936317081451415 mrmse_rmvar_max: 5.6955890746116635 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.06536952533572912 log_var_max: 0.006576630694653431
[Epoch 122 / Train] 
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[Epoch 122 / Train] loss: 2.8502784101963043 loss_mean: 2.2508504004478453 loss_max: 3.449706421494484 mse_mean: 23.814172243118286 mse_max: 49.631632576942444 mae_mean: 2.2508504004478453 mae_max: 3.449706421494484 me_mean: -0.6787072770869127 me_max: -1.0296716401083394 mrmse_mean: 2.2508504004478453 mrmse_max: 3.449706421494484 mrmse_rmvar_mean: 2.3614449303150176 mrmse_rmvar_max: 3.3742215675115586 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.06672884105890989 log_var_max: 0.006186697039458522
[Epoch 122 / Val] 
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[Epoch 122 / Val] loss: 4.587162124156952 loss_mean: 3.5150181851387026 loss_max: 5.65930606174469 mse_mean: 46.75740512847901 mse_max: 104.72208856201172 mae_mean: 3.5150181851387026 mae_max: 5.65930606174469 me_mean: -1.187857771157287 me_max: -1.9501922358889132 mrmse_mean: 3.5150181851387026 mrmse_max: 5.65930606174469 mrmse_rmvar_mean: 3.5217609758377075 mrmse_rmvar_max: 5.475716319084167 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.06434443199634551 log_var_max: 0.007598470565979369
[Epoch 123 / Train] 
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[Epoch 123 / Train] loss: 2.875998373270035 loss_mean: 2.266960130214691 loss_max: 3.4850366127491 mse_mean: 24.002272804260254 mse_max: 50.551563802719116 mae_mean: 2.266960130214691 mae_max: 3.4850366127491 me_mean: -0.6919129947980982 me_max: -1.0642003545939225 mrmse_mean: 2.266960130214691 mrmse_max: 3.4850366127491 mrmse_rmvar_mean: 2.3712336775064466 mrmse_rmvar_max: 3.4034483367204666 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.06699244821444154 log_var_max: 0.006861071680672467
[Epoch 123 / Val] 
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[Epoch 123 / Val] loss: 4.784994297027588 loss_mean: 3.7017799010276793 loss_max: 5.868208697319031 mse_mean: 49.80647676849365 mse_max: 110.41106340789796 mae_mean: 3.7017799010276793 mae_max: 5.868208697319031 me_mean: -0.6337624837883049 me_max: -1.0282427227692679 mrmse_mean: 3.7017799010276793 mrmse_max: 5.868208697319031 mrmse_rmvar_mean: 3.680353430747986 mrmse_rmvar_max: 5.661987247943878 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.06342691794037819 log_var_max: 0.0037769596799407737
[Epoch 124 / Train] 
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[Epoch 124 / Train] loss: 2.8432716410160066 loss_mean: 2.2432482810020447 loss_max: 3.4432950003147127 mse_mean: 23.679347383975983 mse_max: 49.55667667007446 mae_mean: 2.2432482810020447 mae_max: 3.4432950003147127 me_mean: -0.6813902218216099 me_max: -1.04333484547399 mrmse_mean: 2.2432482810020447 mrmse_max: 3.4432950003147127 mrmse_rmvar_mean: 2.3510378226041793 mrmse_rmvar_max: 3.3669980936050417 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.06626355862617493 log_var_max: 0.007111301665194332
[Epoch 124 / Val] 
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[Epoch 124 / Val] loss: 4.620442593097687 loss_mean: 3.5427235813140867 loss_max: 5.698161605834961 mse_mean: 47.349227725982665 mse_max: 106.49327793884278 mae_mean: 3.5427235813140867 mae_max: 5.698161605834961 me_mean: -1.1375841875970363 me_max: -1.7092853059098125 mrmse_mean: 3.5427235813140867 mrmse_max: 5.698161605834961 mrmse_rmvar_mean: 3.5408389983177186 mrmse_rmvar_max: 5.506828851222992 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.06260988008230925 log_var_max: 0.0025571397124724625
[Epoch 125 / Train] 
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[Epoch 125 / Train] loss: 2.8596150093078614 loss_mean: 2.2541889098882675 loss_max: 3.4650411021709444 mse_mean: 23.84496297979355 mse_max: 50.13153269004822 mae_mean: 2.2541889098882675 mae_max: 3.4650411021709444 me_mean: -0.6892429065376054 me_max: -1.0541962418090551 mrmse_mean: 2.2541889098882675 mrmse_max: 3.4650411021709444 mrmse_rmvar_mean: 2.3610868541002272 mrmse_rmvar_max: 3.3861966729164124 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.0658510927297175 log_var_max: 0.007332332908990793
[Epoch 125 / Val] 
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[Epoch 125 / Val] loss: 4.746299672603607 loss_mean: 3.648649699926376 loss_max: 5.84394962978363 mse_mean: 49.077376873016355 mse_max: 110.44458936309815 mae_mean: 3.648649699926376 mae_max: 5.84394962978363 me_mean: -0.6777481625173241 me_max: -1.05688896367047 mrmse_mean: 3.648649699926376 mrmse_max: 5.84394962978363 mrmse_rmvar_mean: 3.6314076519012453 mrmse_rmvar_max: 5.641053808689118 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.06398272948712111 log_var_max: 0.005269285694710561
[Epoch 126 / Train] 
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[Epoch 126 / Train] loss: 2.86497913646698 loss_mean: 2.267067075371742 loss_max: 3.4628912004232406 mse_mean: 24.03776503610611 mse_max: 50.09697558021546 mae_mean: 2.267067075371742 mae_max: 3.4628912004232406 me_mean: -0.684598873829702 me_max: -1.0362852281751112 mrmse_mean: 2.267067075371742 mrmse_max: 3.4628912004232406 mrmse_rmvar_mean: 2.369982332587242 mrmse_rmvar_max: 3.3832293710708616 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.06492396918311714 log_var_max: 0.006794146702275612
[Epoch 126 / Val] 
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[Epoch 126 / Val] loss: 4.815636752128601 loss_mean: 3.734904760837555 loss_max: 5.896368733882904 mse_mean: 51.97938641357422 mse_max: 113.44705339813233 mae_mean: 3.734904760837555 mae_max: 5.896368733882904 me_mean: -0.43513878834759817 me_max: -0.9569321681656875 mrmse_mean: 3.734904760837555 mrmse_max: 5.896368733882904 mrmse_rmvar_mean: 3.718531693935394 mrmse_rmvar_max: 5.6954362020492555 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.05872492800652981 log_var_max: 0.004472005370385886
[Epoch 127 / Train] 
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[Epoch 127 / Train] loss: 2.865319127202034 loss_mean: 2.266085011601448 loss_max: 3.4645532327890396 mse_mean: 23.90764366054535 mse_max: 49.79085833358765 mae_mean: 2.266085011601448 mae_max: 3.4645532327890396 me_mean: -0.6844738607251784 me_max: -1.0398643455957062 mrmse_mean: 2.266085011601448 mrmse_max: 3.4645532327890396 mrmse_rmvar_mean: 2.3662251863479615 mrmse_rmvar_max: 3.380399619102478 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.06592637266218662 log_var_max: 0.006750405330210924
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[Epoch 127 / Val] loss: 4.693334616661072 loss_mean: 3.602156089782715 loss_max: 5.784513134956359 mse_mean: 48.050840877532956 mse_max: 108.58524538421631 mae_mean: 3.602156089782715 mae_max: 5.784513134956359 me_mean: -0.6008048656103784 me_max: -0.9473647504134569 mrmse_mean: 3.602156089782715 mrmse_max: 5.784513134956359 mrmse_rmvar_mean: 3.5849395833015443 mrmse_rmvar_max: 5.584567621707916 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.06215154038369656 log_var_max: 0.006062715996144106
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[Epoch 128 / Train] loss: 2.852486237168312 loss_mean: 2.257181478500366 loss_max: 3.447790986776352 mse_mean: 23.93698045015335 mse_max: 49.90295759677887 mae_mean: 2.257181478500366 mae_max: 3.447790986776352 me_mean: -0.6639867032746551 me_max: -1.0103411870358978 mrmse_mean: 2.257181478500366 mrmse_max: 3.447790986776352 mrmse_rmvar_mean: 2.3634359502792357 mrmse_rmvar_max: 3.371892716526985 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.0653257871195674 log_var_max: 0.006800451096351026
[Epoch 128 / Val] 
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[Epoch 128 / Val] loss: 4.578715003490448 loss_mean: 3.5037689690589904 loss_max: 5.653661045074463 mse_mean: 47.29223441314697 mse_max: 106.0866926651001 mae_mean: 3.5037689690589904 mae_max: 5.653661045074463 me_mean: -1.0018940688706934 me_max: -1.5350119847543537 mrmse_mean: 3.5037689690589904 mrmse_max: 5.653661045074463 mrmse_rmvar_mean: 3.505887345790863 mrmse_rmvar_max: 5.461849095821381 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.05857396580278874 log_var_max: 0.0062418300630233715
[Epoch 129 / Train] 
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[Epoch 129 / Train] loss: 2.8079325270652773 loss_mean: 2.216882425904274 loss_max: 3.3989826205968856 mse_mean: 23.301112635612487 mse_max: 48.86506050109863 mae_mean: 2.216882425904274 mae_max: 3.3989826205968856 me_mean: -0.6782374106077186 me_max: -1.0458367319429527 mrmse_mean: 2.216882425904274 mrmse_max: 3.3989826205968856 mrmse_rmvar_mean: 2.3291590135097504 mrmse_rmvar_max: 3.3258283524513246 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.06426575845852495 log_var_max: 0.007461840215837583
[Epoch 129 / Val] 
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[Epoch 129 / Val] loss: 4.637749738693238 loss_mean: 3.5614852361679077 loss_max: 5.714014256477356 mse_mean: 48.298333196640016 mse_max: 108.48357024383544 mae_mean: 3.5614852361679077 mae_max: 5.714014256477356 me_mean: -0.6440305531793274 me_max: -0.9864511373508722 mrmse_mean: 3.5614852361679077 mrmse_max: 5.714014256477356 mrmse_rmvar_mean: 3.5564729180335997 mrmse_rmvar_max: 5.51780505990982 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.06190090826153755 log_var_max: 0.003726529033444194
[Epoch 130 / Train] 
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[Epoch 130 / Train] loss: 2.827599058628082 loss_mean: 2.234413685798645 loss_max: 3.420784423470497 mse_mean: 23.461176696300505 mse_max: 49.071743681907655 mae_mean: 2.234413685798645 mae_max: 3.420784423470497 me_mean: -0.6644828690969152 me_max: -1.0157839189288207 mrmse_mean: 2.234413685798645 mrmse_max: 3.420784423470497 mrmse_rmvar_mean: 2.3424170635938646 mrmse_rmvar_max: 3.3464038414955137 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.06399891443550587 log_var_max: 0.006588683746344031
[Epoch 130 / Val] 
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[Epoch 130 / Val] loss: 4.8837450060844425 loss_mean: 3.8074933938980102 loss_max: 5.959996621131897 mse_mean: 52.80415240478516 mse_max: 113.37230197143555 mae_mean: 3.8074933938980102 mae_max: 5.959996621131897 me_mean: -0.5738065813271496 me_max: -1.3701358641488477 mrmse_mean: 3.8074933938980102 mrmse_max: 5.959996621131897 mrmse_rmvar_mean: 3.7862207102775574 mrmse_rmvar_max: 5.7605722355842595 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.06161647774279118 log_var_max: 0.006550782465666998
[Epoch 131 / Train] 
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[Epoch 131 / Train] 
[Epoch 131 / Train] 
[Epoch 131 / Train] 
[Epoch 131 / Train] 
[Epoch 131 / Train] 
[Epoch 131 / Train] 
[Epoch 131 / Train] 
[Epoch 131 / Train] 
[Epoch 131 / Train] 
[Epoch 131 / Train] 
[Epoch 131 / Train] 
[Epoch 131 / Train] 
[Epoch 131 / Train] 
[Epoch 131 / Train] 
[Epoch 131 / Train] 
[Epoch 131 / Train] 
[Epoch 131 / Train] 
[Epoch 131 / Train] 
[Epoch 131 / Train] 
[Epoch 131 / Train] 
[Epoch 131 / Train] 
[Epoch 131 / Train] 
[Epoch 131 / Train] 
[Epoch 131 / Train] 
[Epoch 131 / Train] 
[Epoch 131 / Train] 
[Epoch 131 / Train] 
[Epoch 131 / Train] 
[Epoch 131 / Train] 
[Epoch 131 / Train] 
[Epoch 131 / Train] 
[Epoch 131 / Train] 
[Epoch 131 / Train] 
[Epoch 131 / Train] 
[Epoch 131 / Train] 
[Epoch 131 / Train] 
[Epoch 131 / Train] 
[Epoch 131 / Train] 
[Epoch 131 / Train] 
[Epoch 131 / Train] 
[Epoch 131 / Train] 
[Epoch 131 / Train] 
[Epoch 131 / Train] 
[Epoch 131 / Train] 
[Epoch 131 / Train] 
[Epoch 131 / Train] 
[Epoch 131 / Train] 
[Epoch 131 / Train] 
[Epoch 131 / Train] 
[Epoch 131 / Train] 
[Epoch 131 / Train] 
[Epoch 131 / Train] 
[Epoch 131 / Train] 
[Epoch 131 / Train] 
[Epoch 131 / Train] 
[Epoch 131 / Train] 
[Epoch 131 / Train] 
[Epoch 131 / Train] 
[Epoch 131 / Train] 
[Epoch 131 / Train] 
[Epoch 131 / Train] 
[Epoch 131 / Train] 
[Epoch 131 / Train] 
[Epoch 131 / Train] 
[Epoch 131 / Train] 
[Epoch 131 / Train] 
[Epoch 131 / Train] 
[Epoch 131 / Train] 
[Epoch 131 / Train] 
[Epoch 131 / Train] 
[Epoch 131 / Train] 
[Epoch 131 / Train] 
[Epoch 131 / Train] 
[Epoch 131 / Train] 
[Epoch 131 / Train] 
[Epoch 131 / Train] 
[Epoch 131 / Train] 
[Epoch 131 / Train] 
[Epoch 131 / Train] 
[Epoch 131 / Train] 
[Epoch 131 / Train] loss: 2.830499215245247 loss_mean: 2.238220391154289 loss_max: 3.4227780402898786 mse_mean: 23.729626718521118 mse_max: 49.48380797481537 mae_mean: 2.238220391154289 mae_max: 3.4227780402898786 me_mean: -0.6729255964448676 me_max: -1.0318938137874938 mrmse_mean: 2.238220391154289 mrmse_max: 3.4227780402898786 mrmse_rmvar_mean: 2.348357209444046 mrmse_rmvar_max: 3.3522849225997926 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.06450927206501365 log_var_max: 0.007338649834040553
[Epoch 131 / Val] 
[Epoch 131 / Val] 
[Epoch 131 / Val] 
[Epoch 131 / Val] 
[Epoch 131 / Val] 
[Epoch 131 / Val] 
[Epoch 131 / Val] 
[Epoch 131 / Val] 
[Epoch 131 / Val] 
[Epoch 131 / Val] 
[Epoch 131 / Val] 
[Epoch 131 / Val] 
[Epoch 131 / Val] 
[Epoch 131 / Val] 
[Epoch 131 / Val] 
[Epoch 131 / Val] 
[Epoch 131 / Val] 
[Epoch 131 / Val] 
[Epoch 131 / Val] 
[Epoch 131 / Val] 
[Epoch 131 / Val] 
[Epoch 131 / Val] 
[Epoch 131 / Val] 
[Epoch 131 / Val] 
[Epoch 131 / Val] 
[Epoch 131 / Val] 
[Epoch 131 / Val] 
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[Epoch 131 / Val] 
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[Epoch 131 / Val] loss: 4.6169263710975645 loss_mean: 3.5361232924461365 loss_max: 5.697729448318482 mse_mean: 47.63399992370606 mse_max: 107.65126593780518 mae_mean: 3.5361232924461365 mae_max: 5.697729448318482 me_mean: -1.0097054455578327 me_max: -1.4621601424776018 mrmse_mean: 3.5361232924461365 mrmse_max: 5.697729448318482 mrmse_rmvar_mean: 3.536103417873383 mrmse_rmvar_max: 5.513339506626129 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.062346831768751144 log_var_max: 0.007904182102924097
[Epoch 132 / Train] 
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[Epoch 132 / Train] loss: 2.851190476179123 loss_mean: 2.2514327330589294 loss_max: 3.4509482198953627 mse_mean: 23.949980229377747 mse_max: 50.28565648555755 mae_mean: 2.2514327330589294 mae_max: 3.4509482198953627 me_mean: -0.6943993200446712 me_max: -1.0694512121272273 mrmse_mean: 2.2514327330589294 mrmse_max: 3.4509482198953627 mrmse_rmvar_mean: 2.3575698286294937 mrmse_rmvar_max: 3.3755718278884888 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.06386700180545449 log_var_max: 0.006633951496798545
[Epoch 132 / Val] 
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[Epoch 132 / Val] loss: 4.86867910528183 loss_mean: 3.772489095211029 loss_max: 5.964869106292725 mse_mean: 52.78833972549438 mse_max: 116.98965724182129 mae_mean: 3.772489095211029 mae_max: 5.964869106292725 me_mean: -0.4304937910689623 me_max: -0.8212013577492908 mrmse_mean: 3.772489095211029 mrmse_max: 5.964869106292725 mrmse_rmvar_mean: 3.7598694529533385 mrmse_rmvar_max: 5.773833097457886 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.06331519488990307 log_var_max: 0.00458145814425734
[Epoch 133 / Train] 
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[Epoch 133 / Train] 
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[Epoch 133 / Train] loss: 2.8368610008955 loss_mean: 2.2383033477067946 loss_max: 3.4354186415672303 mse_mean: 23.73065020656586 mse_max: 49.711656253814695 mae_mean: 2.2383033477067946 mae_max: 3.4354186415672303 me_mean: -0.6803069731727591 me_max: -1.0347389623353955 mrmse_mean: 2.2383033477067946 mrmse_max: 3.4354186415672303 mrmse_rmvar_mean: 2.346801099658012 mrmse_rmvar_max: 3.359242350101471 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.06295612781494855 log_var_max: 0.006825332726584747
[Epoch 133 / Val] 
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[Epoch 133 / Val] 
[Epoch 133 / Val] loss: 4.70851636171341 loss_mean: 3.6309598360061646 loss_max: 5.786072884082794 mse_mean: 48.63889642715454 mse_max: 108.95464360809326 mae_mean: 3.6309598360061646 mae_max: 5.786072884082794 me_mean: -0.5428322193282656 me_max: -0.8832482331823558 mrmse_mean: 3.6309598360061646 mrmse_max: 5.786072884082794 mrmse_rmvar_mean: 3.6102422742843627 mrmse_rmvar_max: 5.583792417526245 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.06091415564715862 log_var_max: 0.005326023436944524
[Epoch 134 / Train] 
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[Epoch 134 / Train] 
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[Epoch 134 / Train] 
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[Epoch 134 / Train] 
[Epoch 134 / Train] 
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[Epoch 134 / Train] 
[Epoch 134 / Train] 
[Epoch 134 / Train] 
[Epoch 134 / Train] 
[Epoch 134 / Train] 
[Epoch 134 / Train] 
[Epoch 134 / Train] 
[Epoch 134 / Train] 
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[Epoch 134 / Train] 
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[Epoch 134 / Train] 
[Epoch 134 / Train] 
[Epoch 134 / Train] 
[Epoch 134 / Train] 
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[Epoch 134 / Train] 
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[Epoch 134 / Train] loss: 2.848746287703514 loss_mean: 2.2521689950227737 loss_max: 3.4453235734701155 mse_mean: 23.91960924768448 mse_max: 49.88841514778137 mae_mean: 2.2521689950227737 mae_max: 3.4453235734701155 me_mean: -0.6977454223067325 me_max: -1.0666700801412807 mrmse_mean: 2.2521689950227737 mrmse_max: 3.4453235734701155 mrmse_rmvar_mean: 2.357087942481041 mrmse_rmvar_max: 3.366895742058754 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.06277499550580978 log_var_max: 0.007647884159348905
[Epoch 134 / Val] 
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[Epoch 134 / Val] loss: 4.847538275241852 loss_mean: 3.770396842479706 loss_max: 5.924679719924927 mse_mean: 51.68592351150512 mse_max: 112.7863543624878 mae_mean: 3.770396842479706 mae_max: 5.924679719924927 me_mean: -0.4500608269961085 me_max: -1.0187102895753923 mrmse_mean: 3.770396842479706 mrmse_max: 5.924679719924927 mrmse_rmvar_mean: 3.7433300127983093 mrmse_rmvar_max: 5.719238618850708 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.05849137423932552 log_var_max: 0.006324941855564248
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[Epoch 135 / Train] loss: 2.808649827480316 loss_mean: 2.217869644641876 loss_max: 3.3994300121068957 mse_mean: 23.248333366394043 mse_max: 48.74287752437591 mae_mean: 2.217869644641876 mae_max: 3.3994300121068957 me_mean: -0.6438004475720809 me_max: -0.9919359999764711 mrmse_mean: 2.217869644641876 mrmse_max: 3.3994300121068957 mrmse_rmvar_mean: 2.3270642296075823 mrmse_rmvar_max: 3.3264386904239656 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.06361954555660486 log_var_max: 0.007860238802619279
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[Epoch 135 / Val] loss: 4.629654778003693 loss_mean: 3.5537266061306 loss_max: 5.70558296585083 mse_mean: 48.47126863479614 mse_max: 110.36573370361329 mae_mean: 3.5537266061306 mae_max: 5.70558296585083 me_mean: -0.8644517624378204 me_max: -1.5149180843010546 mrmse_mean: 3.5537266061306 mrmse_max: 5.70558296585083 mrmse_rmvar_mean: 3.5553860421180725 mrmse_rmvar_max: 5.520155082702637 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.06020343668013811 log_var_max: 0.010862925988920325
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[Epoch 136 / Train] loss: 2.830206338763237 loss_mean: 2.234207654416561 loss_max: 3.4262050337791443 mse_mean: 23.597184705734254 mse_max: 49.51170233154297 mae_mean: 2.234207654416561 mae_max: 3.4262050337791443 me_mean: -0.6997861847659805 me_max: -1.077301703475765 mrmse_mean: 2.234207654416561 mrmse_max: 3.4262050337791443 mrmse_rmvar_mean: 2.342631712913513 mrmse_rmvar_max: 3.353064456701279 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.06378402161970735 log_var_max: 0.007882590620080008
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[Epoch 136 / Val] loss: 4.602217291831971 loss_mean: 3.525320043563843 loss_max: 5.679114560127259 mse_mean: 47.687064060211185 mse_max: 110.18315125274658 mae_mean: 3.525320043563843 mae_max: 5.679114560127259 me_mean: -0.8583198561158497 me_max: -1.3876611809004098 mrmse_mean: 3.525320043563843 mrmse_max: 5.679114560127259 mrmse_rmvar_mean: 3.5310715761184692 mrmse_rmvar_max: 5.497293748378754 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.05903343988955021 log_var_max: 0.007702480318606831
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[Epoch 137 / Train] loss: 2.840837522149086 loss_mean: 2.2434286452531813 loss_max: 3.4382463978528977 mse_mean: 23.57398180961609 mse_max: 49.51411699104309 mae_mean: 2.2434286452531813 mae_max: 3.4382463978528977 me_mean: -0.6717891124583548 me_max: -1.0323741603564704 mrmse_mean: 2.2434286452531813 mrmse_max: 3.4382463978528977 mrmse_rmvar_mean: 2.3438041920661927 mrmse_rmvar_max: 3.3581380088329316 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.06263956156373024 log_var_max: 0.009128614897141233
[Epoch 137 / Val] 
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[Epoch 137 / Val] loss: 4.631254146575928 loss_mean: 3.548443103313446 loss_max: 5.714065178394318 mse_mean: 47.172287117004394 mse_max: 107.03573470306397 mae_mean: 3.548443103313446 mae_max: 5.714065178394318 me_mean: -0.7780492478068918 me_max: -1.2362256576940418 mrmse_mean: 3.548443103313446 mrmse_max: 5.714065178394318 mrmse_rmvar_mean: 3.5419261169433596 mrmse_rmvar_max: 5.524077112674713 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.061316714845597746 log_var_max: 0.007467794893891551
[Epoch 138 / Train] 
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[Epoch 138 / Train] loss: 2.8241625336408616 loss_mean: 2.2305590319633484 loss_max: 3.417766029715538 mse_mean: 23.537252173900605 mse_max: 49.24591021728516 mae_mean: 2.2305590319633484 mae_max: 3.417766029715538 me_mean: -0.6842885036561638 me_max: -1.0541723671687069 mrmse_mean: 2.2305590319633484 mrmse_max: 3.417766029715538 mrmse_rmvar_mean: 2.3356474704742434 mrmse_rmvar_max: 3.3392657055854795 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.062372272301465276 log_var_max: 0.008274604965234175
[Epoch 138 / Val] 
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[Epoch 138 / Val] loss: 4.7181885719299315 loss_mean: 3.6383278217315675 loss_max: 5.798049346446991 mse_mean: 49.16775252151489 mse_max: 110.00596607208251 mae_mean: 3.6383278217315675 mae_max: 5.798049346446991 me_mean: -0.6210303231802536 me_max: -1.1267702025342732 mrmse_mean: 3.6383278217315675 mrmse_max: 5.798049346446991 mrmse_rmvar_mean: 3.6206933369636536 mrmse_rmvar_max: 5.598936770439148 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.06301724462211132 log_var_max: 0.006604733983782353
[Epoch 139 / Train] 
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[Epoch 139 / Train] loss: 2.8104008629322053 loss_mean: 2.21912862098217 loss_max: 3.4016731122732162 mse_mean: 23.245120496749877 mse_max: 48.76934634971619 mae_mean: 2.21912862098217 mae_max: 3.4016731122732162 me_mean: -0.6706453186258441 me_max: -1.0383605633149564 mrmse_mean: 2.21912862098217 mrmse_max: 3.4016731122732162 mrmse_rmvar_mean: 2.32429508292675 mrmse_rmvar_max: 3.323938203334808 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.06122585374489427 log_var_max: 0.008337673336965962
[Epoch 139 / Val] 
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[Epoch 139 / Val] loss: 4.619975661277771 loss_mean: 3.564511981010437 loss_max: 5.675439343929291 mse_mean: 49.13021328735351 mse_max: 109.33075862884522 mae_mean: 3.564511981010437 mae_max: 5.675439343929291 me_mean: -0.5371199858323671 me_max: -1.0699579276964069 mrmse_mean: 3.564511981010437 mrmse_max: 5.675439343929291 mrmse_rmvar_mean: 3.572596502780914 mrmse_rmvar_max: 5.501054255485535 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.056970389388501644 log_var_max: 0.007920794868608937
[Epoch 140 / Train] 
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[Epoch 140 / Train] loss: 2.8204147135019304 loss_mean: 2.2261127710342405 loss_max: 3.4147166584730146 mse_mean: 23.510104371547698 mse_max: 49.32756790161133 mae_mean: 2.2261127710342405 mae_max: 3.4147166584730146 me_mean: -0.6829209443784785 me_max: -1.049832495916402 mrmse_mean: 2.2261127710342405 mrmse_max: 3.4147166584730146 mrmse_rmvar_mean: 2.3315027025938035 mrmse_rmvar_max: 3.337042186141014 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.06034688679501414 log_var_max: 0.007088005528901703
[Epoch 140 / Val] 
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[Epoch 140 / Val] loss: 4.598801452159882 loss_mean: 3.5357900228500365 loss_max: 5.661812888145446 mse_mean: 48.23860419464111 mse_max: 107.24159798431397 mae_mean: 3.5357900228500365 mae_max: 5.661812888145446 me_mean: -0.790841330760857 me_max: -1.4671196470754222 mrmse_mean: 3.5357900228500365 mrmse_max: 5.661812888145446 mrmse_rmvar_mean: 3.544173120498657 mrmse_rmvar_max: 5.4825300636291505 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.05812111437320709 log_var_max: 0.01355280145443976
[Epoch 141 / Train] 
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[Epoch 141 / Train] 
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[Epoch 141 / Train] 
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[Epoch 141 / Train] 
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[Epoch 141 / Train] 
[Epoch 141 / Train] 
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[Epoch 141 / Train] 
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[Epoch 141 / Train] 
[Epoch 141 / Train] 
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[Epoch 141 / Train] 
[Epoch 141 / Train] 
[Epoch 141 / Train] 
[Epoch 141 / Train] 
[Epoch 141 / Train] 
[Epoch 141 / Train] 
[Epoch 141 / Train] 
[Epoch 141 / Train] 
[Epoch 141 / Train] 
[Epoch 141 / Train] 
[Epoch 141 / Train] 
[Epoch 141 / Train] 
[Epoch 141 / Train] 
[Epoch 141 / Train] 
[Epoch 141 / Train] 
[Epoch 141 / Train] 
[Epoch 141 / Train] 
[Epoch 141 / Train] 
[Epoch 141 / Train] 
[Epoch 141 / Train] 
[Epoch 141 / Train] 
[Epoch 141 / Train] 
[Epoch 141 / Train] 
[Epoch 141 / Train] 
[Epoch 141 / Train] 
[Epoch 141 / Train] 
[Epoch 141 / Train] 
[Epoch 141 / Train] 
[Epoch 141 / Train] 
[Epoch 141 / Train] 
[Epoch 141 / Train] 
[Epoch 141 / Train] 
[Epoch 141 / Train] 
[Epoch 141 / Train] 
[Epoch 141 / Train] 
[Epoch 141 / Train] 
[Epoch 141 / Train] 
[Epoch 141 / Train] 
[Epoch 141 / Train] 
[Epoch 141 / Train] 
[Epoch 141 / Train] 
[Epoch 141 / Train] 
[Epoch 141 / Train] 
[Epoch 141 / Train] 
[Epoch 141 / Train] 
[Epoch 141 / Train] 
[Epoch 141 / Train] 
[Epoch 141 / Train] 
[Epoch 141 / Train] 
[Epoch 141 / Train] 
[Epoch 141 / Train] 
[Epoch 141 / Train] 
[Epoch 141 / Train] 
[Epoch 141 / Train] 
[Epoch 141 / Train] 
[Epoch 141 / Train] 
[Epoch 141 / Train] 
[Epoch 141 / Train] 
[Epoch 141 / Train] 
[Epoch 141 / Train] 
[Epoch 141 / Train] 
[Epoch 141 / Train] 
[Epoch 141 / Train] 
[Epoch 141 / Train] 
[Epoch 141 / Train] 
[Epoch 141 / Train] 
[Epoch 141 / Train] 
[Epoch 141 / Train] 
[Epoch 141 / Train] 
[Epoch 141 / Train] 
[Epoch 141 / Train] 
[Epoch 141 / Train] 
[Epoch 141 / Train] 
[Epoch 141 / Train] 
[Epoch 141 / Train] 
[Epoch 141 / Train] 
[Epoch 141 / Train] 
[Epoch 141 / Train] 
[Epoch 141 / Train] 
[Epoch 141 / Train] 
[Epoch 141 / Train] 
[Epoch 141 / Train] 
[Epoch 141 / Train] 
[Epoch 141 / Train] 
[Epoch 141 / Train] 
[Epoch 141 / Train] 
[Epoch 141 / Train] 
[Epoch 141 / Train] 
[Epoch 141 / Train] 
[Epoch 141 / Train] 
[Epoch 141 / Train] 
[Epoch 141 / Train] 
[Epoch 141 / Train] 
[Epoch 141 / Train] 
[Epoch 141 / Train] 
[Epoch 141 / Train] 
[Epoch 141 / Train] 
[Epoch 141 / Train] 
[Epoch 141 / Train] loss: 2.839269465684891 loss_mean: 2.238657862305641 loss_max: 3.4398810691833495 mse_mean: 23.71374377632141 mse_max: 50.0938231306076 mae_mean: 2.238657862305641 mae_max: 3.4398810691833495 me_mean: -0.6785766227927524 me_max: -1.0452331821890548 mrmse_mean: 2.238657862305641 mrmse_max: 3.4398810691833495 mrmse_rmvar_mean: 2.3448557441234588 mrmse_rmvar_max: 3.363936643600464 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.06035960792005062 log_var_max: 0.0075394768385449425
[Epoch 141 / Val] 
[Epoch 141 / Val] 
[Epoch 141 / Val] 
[Epoch 141 / Val] 
[Epoch 141 / Val] 
[Epoch 141 / Val] 
[Epoch 141 / Val] 
[Epoch 141 / Val] 
[Epoch 141 / Val] 
[Epoch 141 / Val] 
[Epoch 141 / Val] 
[Epoch 141 / Val] 
[Epoch 141 / Val] 
[Epoch 141 / Val] 
[Epoch 141 / Val] 
[Epoch 141 / Val] 
[Epoch 141 / Val] 
[Epoch 141 / Val] 
[Epoch 141 / Val] 
[Epoch 141 / Val] 
[Epoch 141 / Val] 
[Epoch 141 / Val] 
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[Epoch 141 / Val] 
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[Epoch 141 / Val] loss: 4.6679993944168094 loss_mean: 3.597453754425049 loss_max: 5.738545035362244 mse_mean: 48.852800884246825 mse_max: 108.58032704162598 mae_mean: 3.597453754425049 mae_max: 5.738545035362244 me_mean: -0.7244656037790701 me_max: -1.1986030437471344 mrmse_mean: 3.597453754425049 mrmse_max: 5.738545035362244 mrmse_rmvar_mean: 3.584794042110443 mrmse_rmvar_max: 5.538879620552063 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.05478661921620369 log_var_max: 0.006316679711831966
[Epoch 142 / Train] 
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[Epoch 142 / Train] loss: 2.79609417951107 loss_mean: 2.208094919204712 loss_max: 3.384093443393707 mse_mean: 23.10589669752121 mse_max: 48.420939722061156 mae_mean: 2.208094919204712 mae_max: 3.384093443393707 me_mean: -0.6662766147004441 me_max: -1.0240031694049248 mrmse_mean: 2.208094919204712 mrmse_max: 3.384093443393707 mrmse_rmvar_mean: 2.3136768342256544 mrmse_rmvar_max: 3.3061243250370027 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.059257364500314 log_var_max: 0.00758143143216148
[Epoch 142 / Val] 
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[Epoch 142 / Val] loss: 4.644052578926086 loss_mean: 3.5626298570632935 loss_max: 5.725475306987763 mse_mean: 48.081752067565915 mse_max: 107.90178639984131 mae_mean: 3.5626298570632935 mae_max: 5.725475306987763 me_mean: -0.756542628721334 me_max: -1.2580138615891336 mrmse_mean: 3.5626298570632935 mrmse_max: 5.725475306987763 mrmse_rmvar_mean: 3.5528576283454893 mrmse_rmvar_max: 5.5298824620246885 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.054263139925897125 log_var_max: 0.005794600682478631
[Epoch 143 / Train] 
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[Epoch 143 / Train] loss: 2.8120258086919785 loss_mean: 2.212751580119133 loss_max: 3.41130002784729 mse_mean: 23.271034954547883 mse_max: 49.316658031463625 mae_mean: 2.212751580119133 mae_max: 3.41130002784729 me_mean: -0.6820330797358183 me_max: -1.0612431898117212 mrmse_mean: 2.212751580119133 mrmse_max: 3.41130002784729 mrmse_rmvar_mean: 2.3223064444065096 mrmse_rmvar_max: 3.3380156929492952 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.05996548149734735 log_var_max: 0.0075271436120383445
[Epoch 143 / Val] 
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[Epoch 143 / Val] loss: 4.590971714019775 loss_mean: 3.5219016404151917 loss_max: 5.660041804790497 mse_mean: 48.191329677581784 mse_max: 109.59858810424805 mae_mean: 3.5219016404151917 mae_max: 5.660041804790497 me_mean: -0.7523488934796769 me_max: -1.3936944280359893 mrmse_mean: 3.5219016404151917 mrmse_max: 5.660041804790497 mrmse_rmvar_mean: 3.535559182167053 mrmse_rmvar_max: 5.481952725887298 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.059973123386502264 log_var_max: 0.008922158256260445
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[Epoch 144 / Train] loss: 2.7946608452796937 loss_mean: 2.2060861916542054 loss_max: 3.3832354973554613 mse_mean: 23.223787393093108 mse_max: 48.67895795154571 mae_mean: 2.2060861916542054 mae_max: 3.3832354973554613 me_mean: -0.6672639532346366 me_max: -1.0341142825756107 mrmse_mean: 2.2060861916542054 mrmse_max: 3.3832354973554613 mrmse_rmvar_mean: 2.315662734389305 mrmse_rmvar_max: 3.309036788702011 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.0603163009211421 log_var_max: 0.006293707633798476
[Epoch 144 / Val] 
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[Epoch 144 / Val] loss: 4.7612787456512455 loss_mean: 3.6777195737361907 loss_max: 5.844837924480438 mse_mean: 50.32403569793701 mse_max: 111.92686248779297 mae_mean: 3.6777195737361907 mae_max: 5.844837924480438 me_mean: -0.4832156524392776 me_max: -0.8631043236986734 mrmse_mean: 3.6777195737361907 mrmse_max: 5.844837924480438 mrmse_rmvar_mean: 3.660484990119934 mrmse_rmvar_max: 5.647814105510712 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.06121479094773531 log_var_max: 0.006905729960068129
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[Epoch 145 / Train] loss: 2.7834265073537825 loss_mean: 2.197162066936493 loss_max: 3.3696909393072128 mse_mean: 22.918605235576628 mse_max: 48.15752481937408 mae_mean: 2.197162066936493 mae_max: 3.3696909393072128 me_mean: -0.6580349929854273 me_max: -1.0233324994489668 mrmse_mean: 2.197162066936493 mrmse_max: 3.3696909393072128 mrmse_rmvar_mean: 2.308249102950096 mrmse_rmvar_max: 3.299164640545845 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.05983575691655278 log_var_max: 0.006507855273950554
[Epoch 145 / Val] 
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[Epoch 145 / Val] loss: 4.51600460767746 loss_mean: 3.4534199447631835 loss_max: 5.578589271068573 mse_mean: 46.19713896179199 mse_max: 103.80886090850831 mae_mean: 3.4534199447631835 mae_max: 5.578589271068573 me_mean: -1.0812082835026084 me_max: -1.7624583198083565 mrmse_mean: 3.4534199447631835 mrmse_max: 5.578589271068573 mrmse_rmvar_mean: 3.460859470367432 mrmse_rmvar_max: 5.393187616825104 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.053847914308309555 log_var_max: 0.008668893185444176
[Epoch 146 / Train] 
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[Epoch 146 / Train] loss: 2.8166713546514512 loss_mean: 2.2205463290214538 loss_max: 3.4127963849306107 mse_mean: 23.4663992562294 mse_max: 49.4761564321518 mae_mean: 2.2205463290214538 mae_max: 3.4127963849306107 me_mean: -0.6792515575430589 me_max: -1.0481764287855475 mrmse_mean: 2.2205463290214538 mrmse_max: 3.4127963849306107 mrmse_rmvar_mean: 2.3277876168489455 mrmse_rmvar_max: 3.3368149638175963 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.05909400858357549 log_var_max: 0.006663115822942927
[Epoch 146 / Val] 
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[Epoch 146 / Val] 
[Epoch 146 / Val] loss: 4.607509736061096 loss_mean: 3.5298725595474245 loss_max: 5.685146930217743 mse_mean: 47.03073207092285 mse_max: 105.88660335540771 mae_mean: 3.5298725595474245 mae_max: 5.685146930217743 me_mean: -1.0766144561665132 me_max: -1.6778618797548115 mrmse_mean: 3.5298725595474245 mrmse_max: 5.685146930217743 mrmse_rmvar_mean: 3.526060873031616 mrmse_rmvar_max: 5.4910633687973025 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.054121623851358894 log_var_max: 0.0030520960348549126
[Epoch 147 / Train] 
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[Epoch 147 / Train] loss: 2.812848392009735 loss_mean: 2.219763557910919 loss_max: 3.4059332243204117 mse_mean: 23.578752835273743 mse_max: 49.46125078201294 mae_mean: 2.219763557910919 mae_max: 3.4059332243204117 me_mean: -0.6877028439391579 me_max: -1.059014621819835 mrmse_mean: 2.219763557910919 mrmse_max: 3.4059332243204117 mrmse_rmvar_mean: 2.329394126057625 mrmse_rmvar_max: 3.331975469827652 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.05961779208108783 log_var_max: 0.0075617129974998535
[Epoch 147 / Val] 
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[Epoch 147 / Val] loss: 4.580068419456482 loss_mean: 3.5115697233676912 loss_max: 5.648567138671875 mse_mean: 47.56873300552368 mse_max: 106.78807513427735 mae_mean: 3.5115697233676912 mae_max: 5.648567138671875 me_mean: -0.8280410428773611 me_max: -1.3667568766511977 mrmse_mean: 3.5115697233676912 mrmse_max: 5.648567138671875 mrmse_rmvar_mean: 3.5128012504577635 mrmse_rmvar_max: 5.453567908287049 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.0573043116107583 log_var_max: 0.007302237372263334
[Epoch 148 / Train] 
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[Epoch 148 / Train] loss: 2.798038983106613 loss_mean: 2.207057979464531 loss_max: 3.3890199983119964 mse_mean: 23.170460741996767 mse_max: 48.77273496055603 mae_mean: 2.207057979464531 mae_max: 3.3890199983119964 me_mean: -0.684347242514199 me_max: -1.0593936845489078 mrmse_mean: 2.207057979464531 mrmse_max: 3.3890199983119964 mrmse_rmvar_mean: 2.3165115280151367 mrmse_rmvar_max: 3.316211209654808 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.058867433167994025 log_var_max: 0.007612721444806084
[Epoch 148 / Val] 
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[Epoch 148 / Val] loss: 4.59077925157547 loss_mean: 3.5208903958797455 loss_max: 5.660668100833893 mse_mean: 47.77783823776245 mse_max: 107.43675768280029 mae_mean: 3.5208903958797455 mae_max: 5.660668100833893 me_mean: -0.7421619111560285 me_max: -1.2480366669072536 mrmse_mean: 3.5208903958797455 mrmse_max: 5.660668100833893 mrmse_rmvar_mean: 3.52650599193573 mrmse_rmvar_max: 5.474932441711426 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.05449924252927303 log_var_max: 0.0065719857981312085
[Epoch 149 / Train] 
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[Epoch 149 / Train] 
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[Epoch 149 / Train] 
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[Epoch 149 / Train] 
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[Epoch 149 / Train] 
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[Epoch 149 / Train] 
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[Epoch 149 / Train] 
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[Epoch 149 / Train] 
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[Epoch 149 / Train] loss: 2.812448119163513 loss_mean: 2.215725168466568 loss_max: 3.4091710822582244 mse_mean: 23.317234839439394 mse_max: 49.135844646453855 mae_mean: 2.215725168466568 mae_max: 3.4091710822582244 me_mean: -0.6810529436757788 me_max: -1.0564461248249282 mrmse_mean: 2.215725168466568 mrmse_max: 3.4091710822582244 mrmse_rmvar_mean: 2.3234173657894135 mrmse_rmvar_max: 3.333385375857353 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.058596454348415136 log_var_max: 0.008360546401701868
[Epoch 149 / Val] 
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[Epoch 149 / Val] loss: 4.593859732627869 loss_mean: 3.522347939014435 loss_max: 5.665371528625489 mse_mean: 48.118410720825196 mse_max: 108.36839642333985 mae_mean: 3.522347939014435 mae_max: 5.665371528625489 me_mean: -0.8058679169709794 me_max: -1.289950900612399 mrmse_mean: 3.522347939014435 mrmse_max: 5.665371528625489 mrmse_rmvar_mean: 3.5334560589790343 mrmse_rmvar_max: 5.491662163734436 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.05548407682776451 log_var_max: 0.010356700154021382
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[Epoch 150 / Train] loss: 2.800005437731743 loss_mean: 2.208983381509781 loss_max: 3.391027491092682 mse_mean: 23.349251600265504 mse_max: 49.039071628570554 mae_mean: 2.208983381509781 mae_max: 3.391027491092682 me_mean: -0.6794279115323443 me_max: -1.0524266956258799 mrmse_mean: 2.208983381509781 mrmse_max: 3.391027491092682 mrmse_rmvar_mean: 2.3190402048826217 mrmse_rmvar_max: 3.318063550710678 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.058212159004062417 log_var_max: 0.008713708109688014
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[Epoch 150 / Val] loss: 4.782744851589203 loss_mean: 3.7010940091609954 loss_max: 5.864395698547363 mse_mean: 51.80109352111816 mse_max: 113.74453269195557 mae_mean: 3.7010940091609954 mae_max: 5.864395698547363 me_mean: -0.5310813132592012 me_max: -0.9128854128920939 mrmse_mean: 3.7010940091609954 mrmse_max: 5.864395698547363 mrmse_rmvar_mean: 3.6867631373405456 mrmse_rmvar_max: 5.656172369003296 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.05687325355410576 log_var_max: 0.007734644683776423
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[Epoch 151 / Train] loss: 2.8006011556386947 loss_mean: 2.209217744231224 loss_max: 3.391984572291374 mse_mean: 23.327072780132294 mse_max: 48.99710465145111 mae_mean: 2.209217744231224 mae_max: 3.391984572291374 me_mean: -0.6849962693999987 me_max: -1.0649387326827273 mrmse_mean: 2.209217744231224 mrmse_max: 3.391984572291374 mrmse_rmvar_mean: 2.316658936858177 mrmse_rmvar_max: 3.3170158302783967 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.059200198486447336 log_var_max: 0.008528113234089687
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[Epoch 151 / Val] loss: 4.6541807613372805 loss_mean: 3.5939939143657686 loss_max: 5.7143676133155825 mse_mean: 49.7232806930542 mse_max: 109.64701760864259 mae_mean: 3.5939939143657686 mae_max: 5.7143676133155825 me_mean: -0.7627871038159355 me_max: -1.3008583149649202 mrmse_mean: 3.5939939143657686 mrmse_max: 5.7143676133155825 mrmse_rmvar_mean: 3.5979855370521547 mrmse_rmvar_max: 5.523124072551727 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.05500706576555967 log_var_max: 0.001688835365555029
[Epoch 152 / Train] 
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[Epoch 152 / Train] 
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[Epoch 152 / Train] loss: 2.80419107234478 loss_mean: 2.2100582654476164 loss_max: 3.3983238813877104 mse_mean: 23.41525379037857 mse_max: 49.31259463787079 mae_mean: 2.2100582654476164 mae_max: 3.3983238813877104 me_mean: -0.6898123538000509 me_max: -1.0740961548631311 mrmse_mean: 2.2100582654476164 mrmse_max: 3.3983238813877104 mrmse_rmvar_mean: 2.318013662099838 mrmse_rmvar_max: 3.3211646070480345 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.058813670452684166 log_var_max: 0.008121698654722422
[Epoch 152 / Val] 
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[Epoch 152 / Val] loss: 4.541863993167877 loss_mean: 3.4750910534858703 loss_max: 5.608636926174164 mse_mean: 46.797933895111086 mse_max: 105.99319967651367 mae_mean: 3.4750910534858703 mae_max: 5.608636926174164 me_mean: -0.8471324973730371 me_max: -1.356630190157448 mrmse_mean: 3.4750910534858703 mrmse_max: 5.608636926174164 mrmse_rmvar_mean: 3.4822538256645204 mrmse_rmvar_max: 5.423491682052612 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.05161583655327558 log_var_max: 0.0048712847645656435
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[Epoch 153 / Train] loss: 2.8049106386899947 loss_mean: 2.210960926771164 loss_max: 3.3988603546619416 mse_mean: 23.422880027770997 mse_max: 49.450128319740294 mae_mean: 2.210960926771164 mae_max: 3.3988603546619416 me_mean: -0.692030971481523 me_max: -1.0784071910452913 mrmse_mean: 2.210960926771164 mrmse_max: 3.3988603546619416 mrmse_rmvar_mean: 2.3220069582462313 mrmse_rmvar_max: 3.3269841965436937 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.058424367237836124 log_var_max: 0.0066204856691183525
[Epoch 153 / Val] 
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[Epoch 153 / Val] loss: 4.620658128261566 loss_mean: 3.56565757894516 loss_max: 5.675658695220947 mse_mean: 49.50131615829468 mse_max: 108.41288625335693 mae_mean: 3.56565757894516 mae_max: 5.675658695220947 me_mean: -0.8411725103368517 me_max: -1.7637997747370973 mrmse_mean: 3.56565757894516 mrmse_max: 5.675658695220947 mrmse_rmvar_mean: 3.5755510540008544 mrmse_rmvar_max: 5.496946110248565 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.05091847860813141 log_var_max: 0.009902038198430092
[Epoch 154 / Train] 
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[Epoch 154 / Train] loss: 2.80606097304821 loss_mean: 2.2150277782678605 loss_max: 3.3970941644907 mse_mean: 23.615650005340576 mse_max: 49.5459340839386 mae_mean: 2.2150277782678605 mae_max: 3.3970941644907 me_mean: -0.6890354740223847 me_max: -1.0665643989464735 mrmse_mean: 2.2150277782678605 mrmse_max: 3.3970941644907 mrmse_rmvar_mean: 2.3272868260145185 mrmse_rmvar_max: 3.3280607452392577 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.058073662519454956 log_var_max: 0.007497000123606995
[Epoch 154 / Val] 
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[Epoch 154 / Val] loss: 4.692501502513886 loss_mean: 3.631085389137268 loss_max: 5.753917631149292 mse_mean: 49.381035051345826 mse_max: 108.78834521484374 mae_mean: 3.631085389137268 mae_max: 5.753917631149292 me_mean: -0.5677891080139962 me_max: -1.1227549628484994 mrmse_mean: 3.631085389137268 mrmse_max: 5.753917631149292 mrmse_rmvar_mean: 3.6209744946956635 mrmse_rmvar_max: 5.558993420124054 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.05365856172889471 log_var_max: 0.007188378513092175
[Epoch 155 / Train] 
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[Epoch 155 / Train] loss: 2.7989640794992448 loss_mean: 2.2086558743715288 loss_max: 3.389272285103798 mse_mean: 23.311937440395354 mse_max: 48.961159984588626 mae_mean: 2.2086558743715288 mae_max: 3.389272285103798 me_mean: -0.6905680261342786 me_max: -1.0687134224204347 mrmse_mean: 2.2086558743715288 mrmse_max: 3.389272285103798 mrmse_rmvar_mean: 2.315997908949852 mrmse_rmvar_max: 3.314718154788017 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.057301036644726994 log_var_max: 0.007706195499980822
[Epoch 155 / Val] 
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[Epoch 155 / Val] loss: 4.611650909900665 loss_mean: 3.5451353831291197 loss_max: 5.678166441440582 mse_mean: 48.69188317871094 mse_max: 108.13591759490967 mae_mean: 3.5451353831291197 mae_max: 5.678166441440582 me_mean: -0.9959526257926337 me_max: -1.6928109764754773 mrmse_mean: 3.5451353831291197 mrmse_max: 5.678166441440582 mrmse_rmvar_mean: 3.548420311450958 mrmse_rmvar_max: 5.4908560090065 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.04909487060457468 log_var_max: 0.007336501991609111
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[Epoch 156 / Train] loss: 2.780810348033905 loss_mean: 2.1928617671728134 loss_max: 3.3687589300870897 mse_mean: 22.959881213665007 mse_max: 48.264594910621646 mae_mean: 2.1928617671728134 mae_max: 3.3687589300870897 me_mean: -0.67572106709925 me_max: -1.051762241641525 mrmse_mean: 2.1928617671728134 mrmse_max: 3.3687589300870897 mrmse_rmvar_mean: 2.30307075214386 mrmse_rmvar_max: 3.2941641589403154 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.057208241708576676 log_var_max: 0.00776431913394481
[Epoch 156 / Val] 
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[Epoch 156 / Val] loss: 4.717554808139801 loss_mean: 3.6376251776218416 loss_max: 5.797484440803528 mse_mean: 49.20647900390625 mse_max: 109.8769888458252 mae_mean: 3.6376251776218416 mae_max: 5.797484440803528 me_mean: -0.8239967625243589 me_max: -1.3157888887822629 mrmse_mean: 3.6376251776218416 mrmse_max: 5.797484440803528 mrmse_rmvar_mean: 3.6294604177474974 mrmse_rmvar_max: 5.606811870098114 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.05638269583135843 log_var_max: 0.010620721137151122
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[Epoch 157 / Train] loss: 2.8178550169467926 loss_mean: 2.225643409371376 loss_max: 3.4100666227340697 mse_mean: 23.655319265365602 mse_max: 49.526627152442934 mae_mean: 2.225643409371376 mae_max: 3.4100666227340697 me_mean: -0.6971221794523299 me_max: -1.0779648033129634 mrmse_mean: 2.225643409371376 mrmse_max: 3.4100666227340697 mrmse_rmvar_mean: 2.3308935338258743 mrmse_rmvar_max: 3.3334369012117384 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.056679559390991924 log_var_max: 0.00876819350849837
[Epoch 157 / Val] 
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[Epoch 157 / Val] loss: 4.488661705493927 loss_mean: 3.4206582942008974 loss_max: 5.556665122509003 mse_mean: 46.265680782318114 mse_max: 104.44578757476806 mae_mean: 3.4206582942008974 mae_max: 5.556665122509003 me_mean: -1.4068213558346032 me_max: -2.212551256790757 mrmse_mean: 3.4206582942008974 mrmse_max: 5.556665122509003 mrmse_rmvar_mean: 3.4478523976802826 mrmse_rmvar_max: 5.389693855762482 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.05062535773217678 log_var_max: 0.009993351633427665
[Epoch 158 / Train] 
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[Epoch 158 / Train] loss: 2.788747222185135 loss_mean: 2.196755691885948 loss_max: 3.3807387442588808 mse_mean: 23.00721752166748 mse_max: 48.64645955467224 mae_mean: 2.196755691885948 mae_max: 3.3807387442588808 me_mean: -0.668795886103122 me_max: -1.0432611894374713 mrmse_mean: 2.196755691885948 mrmse_max: 3.3807387442588808 mrmse_rmvar_mean: 2.3040679273605345 mrmse_rmvar_max: 3.3050966684818266 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.057132922280579805 log_var_max: 0.009289179890649393
[Epoch 158 / Val] 
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[Epoch 158 / Val] loss: 4.584463226318359 loss_mean: 3.5291651396751402 loss_max: 5.6397613110542295 mse_mean: 47.61992248153687 mse_max: 105.936116897583 mae_mean: 3.5291651396751402 mae_max: 5.6397613110542295 me_mean: -0.8852638898547739 me_max: -1.4904348332434894 mrmse_mean: 3.5291651396751402 mrmse_max: 5.6397613110542295 mrmse_rmvar_mean: 3.5336486139297487 mrmse_rmvar_max: 5.450585566520691 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.05248203881084919 log_var_max: 0.008160805476363749
[Epoch 159 / Train] 
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[Epoch 159 / Train] loss: 2.7767105799913407 loss_mean: 2.1900126844644547 loss_max: 3.3634084717035293 mse_mean: 23.074732653617858 mse_max: 48.462379714012144 mae_mean: 2.1900126844644547 mae_max: 3.3634084717035293 me_mean: -0.6878768644850934 me_max: -1.0689922164745513 mrmse_mean: 2.1900126844644547 mrmse_max: 3.3634084717035293 mrmse_rmvar_mean: 2.302971935868263 mrmse_rmvar_max: 3.294050089120865 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.05611732640862465 log_var_max: 0.009118897939566523
[Epoch 159 / Val] 
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[Epoch 159 / Val] loss: 4.575079476833343 loss_mean: 3.5318014698028564 loss_max: 5.618357449054718 mse_mean: 47.93418727874756 mse_max: 105.55062261962891 mae_mean: 3.5318014698028564 mae_max: 5.618357449054718 me_mean: -0.6931386957466602 me_max: -1.261708191715181 mrmse_mean: 3.5318014698028564 mrmse_max: 5.618357449054718 mrmse_rmvar_mean: 3.5354056248664856 mrmse_rmvar_max: 5.435095434188843 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.053021071210503576 log_var_max: 0.011902264546137303
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[Epoch 160 / Train] loss: 2.804011659383774 loss_mean: 2.2113478600978853 loss_max: 3.3966754571199416 mse_mean: 23.509357585430145 mse_max: 49.43266153812409 mae_mean: 2.2113478600978853 mae_max: 3.3966754571199416 me_mean: -0.7059942763852887 me_max: -1.1033156586653785 mrmse_mean: 2.2113478600978853 mrmse_max: 3.3966754571199416 mrmse_rmvar_mean: 2.3208468425273896 mrmse_rmvar_max: 3.321660003781319 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.05642436457425356 log_var_max: 0.008845464080572128
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[Epoch 160 / Val] loss: 4.771438194274903 loss_mean: 3.702119920730591 loss_max: 5.840756464958191 mse_mean: 51.87054187774658 mse_max: 113.71249153137207 mae_mean: 3.702119920730591 mae_max: 5.840756464958191 me_mean: -0.3401861001716461 me_max: -0.7942025698379148 mrmse_mean: 3.702119920730591 mrmse_max: 5.840756464958191 mrmse_rmvar_mean: 3.6961252851486206 mrmse_rmvar_max: 5.648220088481903 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.05598138937354088 log_var_max: 0.008716020364779978
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[Epoch 161 / Train] loss: 2.7596453377008436 loss_mean: 2.17520351433754 loss_max: 3.344087159872055 mse_mean: 22.740703280448912 mse_max: 47.90768079185486 mae_mean: 2.17520351433754 mae_max: 3.344087159872055 me_mean: -0.6551532343160361 me_max: -1.0139220671353395 mrmse_mean: 2.17520351433754 mrmse_max: 3.344087159872055 mrmse_rmvar_mean: 2.2892184380292893 mrmse_rmvar_max: 3.274437232375145 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.055877238228917124 log_var_max: 0.009148889449890703
[Epoch 161 / Val] 
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[Epoch 161 / Val] loss: 4.733684507846832 loss_mean: 3.6623964285850525 loss_max: 5.804972587108612 mse_mean: 50.923162773132326 mse_max: 112.64616797637939 mae_mean: 3.6623964285850525 mae_max: 5.804972587108612 me_mean: -0.6337459727483802 me_max: -1.2363217425290496 mrmse_mean: 3.6623964285850525 mrmse_max: 5.804972587108612 mrmse_rmvar_mean: 3.660224214553833 mrmse_rmvar_max: 5.620111792564392 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.05246164308488369 log_var_max: 0.007833931868663057
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[Epoch 162 / Train] loss: 2.768096599340439 loss_mean: 2.1816524616479875 loss_max: 3.3545407370328904 mse_mean: 22.860050972938538 mse_max: 48.105029135704044 mae_mean: 2.1816524616479875 mae_max: 3.3545407370328904 me_mean: -0.6724143532639136 me_max: -1.0428800222240389 mrmse_mean: 2.1816524616479875 mrmse_max: 3.3545407370328904 mrmse_rmvar_mean: 2.2935527733564376 mrmse_rmvar_max: 3.28149652326107 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.05520561623945832 log_var_max: 0.00892506529064849
[Epoch 162 / Val] 
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[Epoch 162 / Val] loss: 4.579682141780853 loss_mean: 3.504474096298218 loss_max: 5.654890200614929 mse_mean: 47.086654975891115 mse_max: 105.90714492034913 mae_mean: 3.504474096298218 mae_max: 5.654890200614929 me_mean: -1.0748434809222818 me_max: -1.7471499359756708 mrmse_mean: 3.504474096298218 mrmse_max: 5.654890200614929 mrmse_rmvar_mean: 3.5079409012794494 mrmse_rmvar_max: 5.469629625320435 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.053183918505907056 log_var_max: 0.0066047493926889725
[Epoch 163 / Train] 
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[Epoch 163 / Train] 
[Epoch 163 / Train] 
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[Epoch 163 / Train] 
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[Epoch 163 / Train] 
[Epoch 163 / Train] 
[Epoch 163 / Train] 
[Epoch 163 / Train] 
[Epoch 163 / Train] 
[Epoch 163 / Train] 
[Epoch 163 / Train] 
[Epoch 163 / Train] 
[Epoch 163 / Train] 
[Epoch 163 / Train] 
[Epoch 163 / Train] 
[Epoch 163 / Train] 
[Epoch 163 / Train] 
[Epoch 163 / Train] 
[Epoch 163 / Train] 
[Epoch 163 / Train] 
[Epoch 163 / Train] 
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[Epoch 163 / Train] 
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[Epoch 163 / Train] 
[Epoch 163 / Train] 
[Epoch 163 / Train] 
[Epoch 163 / Train] 
[Epoch 163 / Train] 
[Epoch 163 / Train] 
[Epoch 163 / Train] 
[Epoch 163 / Train] 
[Epoch 163 / Train] 
[Epoch 163 / Train] 
[Epoch 163 / Train] 
[Epoch 163 / Train] 
[Epoch 163 / Train] 
[Epoch 163 / Train] 
[Epoch 163 / Train] 
[Epoch 163 / Train] 
[Epoch 163 / Train] 
[Epoch 163 / Train] 
[Epoch 163 / Train] 
[Epoch 163 / Train] 
[Epoch 163 / Train] 
[Epoch 163 / Train] 
[Epoch 163 / Train] 
[Epoch 163 / Train] 
[Epoch 163 / Train] 
[Epoch 163 / Train] 
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[Epoch 163 / Train] 
[Epoch 163 / Train] 
[Epoch 163 / Train] 
[Epoch 163 / Train] 
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[Epoch 163 / Train] 
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[Epoch 163 / Train] loss: 2.7847485411167145 loss_mean: 2.1948290288448336 loss_max: 3.374668055891991 mse_mean: 23.111436274051666 mse_max: 48.69833205223083 mae_mean: 2.1948290288448336 mae_max: 3.374668055891991 me_mean: -0.6905744760641828 me_max: -1.073784498390276 mrmse_mean: 2.1948290288448336 mrmse_max: 3.374668055891991 mrmse_rmvar_mean: 2.3038300421237947 mrmse_rmvar_max: 3.30132472884655 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.055314528685063126 log_var_max: 0.009571364893577993
[Epoch 163 / Val] 
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[Epoch 163 / Val] loss: 4.662948274612427 loss_mean: 3.6039458236694335 loss_max: 5.721950750827789 mse_mean: 49.23357415771484 mse_max: 109.65497648620605 mae_mean: 3.6039458236694335 mae_max: 5.721950750827789 me_mean: -0.5620438725622371 me_max: -1.1721904559360992 mrmse_mean: 3.6039458236694335 mrmse_max: 5.721950750827789 mrmse_rmvar_mean: 3.598600110054016 mrmse_rmvar_max: 5.537251705646515 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.05398892662674189 log_var_max: 0.011967830622568726
[Epoch 164 / Train] 
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[Epoch 164 / Train] loss: 2.7699711637496947 loss_mean: 2.186437173128128 loss_max: 3.353505149126053 mse_mean: 22.84963397169113 mse_max: 48.09094305229187 mae_mean: 2.186437173128128 mae_max: 3.353505149126053 me_mean: -0.6700941712989006 me_max: -1.0424879973211791 mrmse_mean: 2.186437173128128 mrmse_max: 3.353505149126053 mrmse_rmvar_mean: 2.2974145802259445 mrmse_rmvar_max: 3.282936270594597 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.05493130279332399 log_var_max: 0.009773757683346047
[Epoch 164 / Val] 
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[Epoch 164 / Val] loss: 4.60605118894577 loss_mean: 3.5477832081317904 loss_max: 5.664319170951844 mse_mean: 47.77350247955322 mse_max: 106.86089879608154 mae_mean: 3.5477832081317904 mae_max: 5.664319170951844 me_mean: -0.8091587745081633 me_max: -1.37227634498477 mrmse_mean: 3.5477832081317904 mrmse_max: 5.664319170951844 mrmse_rmvar_mean: 3.5524945240020753 mrmse_rmvar_max: 5.482856655597687 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.04836052628606558 log_var_max: 0.009178131328895688
[Epoch 165 / Train] 
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[Epoch 165 / Train] loss: 2.768211704969406 loss_mean: 2.18427842772007 loss_max: 3.352144988298416 mse_mean: 23.02809053659439 mse_max: 48.27715629673004 mae_mean: 2.18427842772007 mae_max: 3.352144988298416 me_mean: -0.6752093989621498 me_max: -1.0513521265145391 mrmse_mean: 2.18427842772007 mrmse_max: 3.352144988298416 mrmse_rmvar_mean: 2.294858615517616 mrmse_rmvar_max: 3.2791307389736177 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.05416711339354515 log_var_max: 0.010097752239787951
[Epoch 165 / Val] 
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[Epoch 165 / Val] loss: 4.760335882186889 loss_mean: 3.679281363725662 loss_max: 5.841390408992767 mse_mean: 51.33175549697876 mse_max: 114.28737934875488 mae_mean: 3.679281363725662 mae_max: 5.841390408992767 me_mean: -0.5458420736812404 me_max: -0.9377180550554767 mrmse_mean: 3.679281363725662 mrmse_max: 5.841390408992767 mrmse_rmvar_mean: 3.676625333786011 mrmse_rmvar_max: 5.6612361726760865 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.05377723789215088 log_var_max: 0.011251045710407198
[Epoch 166 / Train] 
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[Epoch 166 / Train] loss: 2.748703862786293 loss_mean: 2.167911851525307 loss_max: 3.329495875120163 mse_mean: 22.56664761829376 mse_max: 47.44814953136444 mae_mean: 2.167911851525307 mae_max: 3.329495875120163 me_mean: -0.6586419605216943 me_max: -1.0256248007680988 mrmse_mean: 2.167911851525307 mrmse_max: 3.329495875120163 mrmse_rmvar_mean: 2.2785431599617003 mrmse_rmvar_max: 3.2575095255374906 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.054164377592504025 log_var_max: 0.009456866153050214
[Epoch 166 / Val] 
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[Epoch 166 / Val] loss: 4.4516787981987 loss_mean: 3.392813248872757 loss_max: 5.51054433965683 mse_mean: 45.354524368286135 mse_max: 103.3098766784668 mae_mean: 3.392813248872757 mae_max: 5.51054433965683 me_mean: -1.1243590788021685 me_max: -1.6909817717038096 mrmse_mean: 3.392813248872757 mrmse_max: 5.51054433965683 mrmse_rmvar_mean: 3.4139207944869994 mrmse_rmvar_max: 5.3368691926002505 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.04888887824118137 log_var_max: 0.007213441119907657
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[Epoch 167 / Train] loss: 2.8030499007701875 loss_mean: 2.207792432785034 loss_max: 3.3983073683977127 mse_mean: 23.343874158382416 mse_max: 49.300437045097354 mae_mean: 2.207792432785034 mae_max: 3.3983073683977127 me_mean: -0.6952258695166093 me_max: -1.0843443161583854 mrmse_mean: 2.207792432785034 mrmse_max: 3.3983073683977127 mrmse_rmvar_mean: 2.314665779232979 mrmse_rmvar_max: 3.322295109629631 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.05461421470344067 log_var_max: 0.009283534571994096
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[Epoch 167 / Val] loss: 4.469475438594818 loss_mean: 3.416895752429962 loss_max: 5.52205512714386 mse_mean: 45.67301354217529 mse_max: 103.54320044708253 mae_mean: 3.416895752429962 mae_max: 5.52205512714386 me_mean: -0.9596707208305597 me_max: -1.5883268755935132 mrmse_mean: 3.416895752429962 mrmse_max: 5.52205512714386 mrmse_rmvar_mean: 3.435262377738953 mrmse_rmvar_max: 5.3531514196395875 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.049202852994203565 log_var_max: 0.007966082446742804
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[Epoch 168 / Train] loss: 2.763773927927017 loss_mean: 2.177910636305809 loss_max: 3.3496372224092483 mse_mean: 22.882442080974577 mse_max: 48.306607021331786 mae_mean: 2.177910636305809 mae_max: 3.3496372224092483 me_mean: -0.6846458595342992 me_max: -1.0689330564220436 mrmse_mean: 2.177910636305809 mrmse_max: 3.3496372224092483 mrmse_rmvar_mean: 2.2891926200389863 mrmse_rmvar_max: 3.278239884018898 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.05415991235151887 log_var_max: 0.009529884771443904
[Epoch 168 / Val] 
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[Epoch 168 / Val] loss: 4.556242154598236 loss_mean: 3.4908356964588165 loss_max: 5.621648627281189 mse_mean: 46.72375838470459 mse_max: 105.24367668914795 mae_mean: 3.4908356964588165 mae_max: 5.621648627281189 me_mean: -0.9579863903113582 me_max: -1.602773775107693 mrmse_mean: 3.4908356964588165 mrmse_max: 5.621648627281189 mrmse_rmvar_mean: 3.5005026593208313 mrmse_rmvar_max: 5.443337795257569 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.05015140242129564 log_var_max: 0.008240216549020261
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[Epoch 169 / Train] loss: 2.771117418050766 loss_mean: 2.1837589490413665 loss_max: 3.35847588634491 mse_mean: 23.025678446292876 mse_max: 48.456677903175354 mae_mean: 2.1837589490413665 mae_max: 3.35847588634491 me_mean: -0.6886356956087984 me_max: -1.0716361053668662 mrmse_mean: 2.1837589490413665 mrmse_max: 3.35847588634491 mrmse_rmvar_mean: 2.294742314577103 mrmse_rmvar_max: 3.2857639882564547 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.053459047090262175 log_var_max: 0.009590202378109097
[Epoch 169 / Val] 
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[Epoch 169 / Val] loss: 4.636308345317841 loss_mean: 3.580151586055756 loss_max: 5.692465109348297 mse_mean: 48.14387582015991 mse_max: 105.84418789672851 mae_mean: 3.580151586055756 mae_max: 5.692465109348297 me_mean: -0.7056904337508604 me_max: -1.3356427678149194 mrmse_mean: 3.580151586055756 mrmse_max: 5.692465109348297 mrmse_rmvar_mean: 3.567082133769989 mrmse_rmvar_max: 5.473544853687287 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.05005552566796541 log_var_max: 0.009348432142287493
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[Epoch 170 / Train] loss: 2.7597132918834686 loss_mean: 2.177073639512062 loss_max: 3.3423529386520388 mse_mean: 22.85213131713867 mse_max: 48.12093713188171 mae_mean: 2.177073639512062 mae_max: 3.3423529386520388 me_mean: -0.6774779453842784 me_max: -1.0533312237110222 mrmse_mean: 2.177073639512062 mrmse_max: 3.3423529386520388 mrmse_rmvar_mean: 2.2874363921880723 mrmse_rmvar_max: 3.268736317753792 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.053678728252649306 log_var_max: 0.009473272944567726
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[Epoch 170 / Val] loss: 4.587704374790191 loss_mean: 3.5191512372493743 loss_max: 5.656257491588592 mse_mean: 48.01685308456421 mse_max: 108.21422563934325 mae_mean: 3.5191512372493743 mae_max: 5.656257491588592 me_mean: -0.8580161109580949 me_max: -1.4619687220542692 mrmse_mean: 3.5191512372493743 mrmse_max: 5.656257491588592 mrmse_rmvar_mean: 3.529344449996948 mrmse_rmvar_max: 5.478536992549897 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.05415249752998352 log_var_max: 0.010445649090455845
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[Epoch 171 / Train] loss: 2.759983075618744 loss_mean: 2.1750841093063356 loss_max: 3.3448820453882218 mse_mean: 22.947738154888153 mse_max: 48.43967402172088 mae_mean: 2.1750841093063356 mae_max: 3.3448820453882218 me_mean: -0.6877446305211925 me_max: -1.0697342491671442 mrmse_mean: 2.1750841093063356 mrmse_max: 3.3448820453882218 mrmse_rmvar_mean: 2.2913811235427857 mrmse_rmvar_max: 3.2782496938705443 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.05388390152901411 log_var_max: 0.008922739360481501
[Epoch 171 / Val] 
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[Epoch 171 / Val] loss: 4.580924621105194 loss_mean: 3.5092078907489777 loss_max: 5.6526413598060605 mse_mean: 47.122468936920164 mse_max: 105.84593308258057 mae_mean: 3.5092078907489777 mae_max: 5.6526413598060605 me_mean: -1.006020608810708 me_max: -1.6677146355062724 mrmse_mean: 3.5092078907489777 mrmse_max: 5.6526413598060605 mrmse_rmvar_mean: 3.5083187170028687 mrmse_rmvar_max: 5.460172587394714 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.047813428193330766 log_var_max: 0.00858610101044178
[Epoch 172 / Train] 
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[Epoch 172 / Train] loss: 2.7767025289535523 loss_mean: 2.186668022274971 loss_max: 3.36673703956604 mse_mean: 23.15098128604889 mse_max: 48.9620667219162 mae_mean: 2.186668022274971 mae_max: 3.36673703956604 me_mean: -0.6898145148170006 me_max: -1.0790074452122718 mrmse_mean: 2.186668022274971 mrmse_max: 3.36673703956604 mrmse_rmvar_mean: 2.3012820509672163 mrmse_rmvar_max: 3.2992198942899704 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.05337873757630587 log_var_max: 0.010424728041049092
[Epoch 172 / Val] 
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[Epoch 172 / Val] loss: 4.617452550411224 loss_mean: 3.5482578291893003 loss_max: 5.686647281169892 mse_mean: 48.19300732040405 mse_max: 108.22400386810303 mae_mean: 3.5482578291893003 mae_max: 5.686647281169892 me_mean: -0.8366653915210627 me_max: -1.3075422251243145 mrmse_mean: 3.5482578291893003 mrmse_max: 5.686647281169892 mrmse_rmvar_mean: 3.5480779526233674 mrmse_rmvar_max: 5.499782571792602 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.05023432923108339 log_var_max: 0.008891975320875645
[Epoch 173 / Train] 
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[Epoch 173 / Train] loss: 2.718553314089775 loss_mean: 2.1425136152505875 loss_max: 3.294593011379242 mse_mean: 22.350478705883027 mse_max: 47.10838283634186 mae_mean: 2.1425136152505875 mae_max: 3.294593011379242 me_mean: -0.66364829142089 me_max: -1.043427494598669 mrmse_mean: 2.1425136152505875 mrmse_max: 3.294593011379242 mrmse_rmvar_mean: 2.2592917473316194 mrmse_rmvar_max: 3.229440833210945 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.05327691627293825 log_var_max: 0.010182074940763414
[Epoch 173 / Val] 
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[Epoch 173 / Val] loss: 4.618223168373108 loss_mean: 3.5491701383590697 loss_max: 5.687276200771332 mse_mean: 48.10254624938965 mse_max: 108.12781735992432 mae_mean: 3.5491701383590697 mae_max: 5.687276200771332 me_mean: -0.8100546587908175 me_max: -1.4319100062693468 mrmse_mean: 3.5491701383590697 mrmse_max: 5.687276200771332 mrmse_rmvar_mean: 3.547489917755127 mrmse_rmvar_max: 5.501442886352539 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.047906757771968844 log_var_max: 0.0074517754924600015
[Epoch 174 / Train] 
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[Epoch 174 / Train] loss: 2.7882389340400695 loss_mean: 2.1973947594165804 loss_max: 3.3790831109285353 mse_mean: 23.21884243917465 mse_max: 48.98033990573883 mae_mean: 2.1973947594165804 mae_max: 3.3790831109285353 me_mean: -0.6768504464916186 me_max: -1.055143047429563 mrmse_mean: 2.1973947594165804 mrmse_max: 3.3790831109285353 mrmse_rmvar_mean: 2.3042284433841704 mrmse_rmvar_max: 3.3049797339439393 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.05270862792059779 log_var_max: 0.009905681675300003
[Epoch 174 / Val] 
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[Epoch 174 / Val] loss: 4.713328265666962 loss_mean: 3.6387167103290556 loss_max: 5.787939829826355 mse_mean: 49.77690421295166 mse_max: 123.35624670410157 mae_mean: 3.6387167103290556 mae_max: 5.787939829826355 me_mean: -0.7341901351651177 me_max: -1.2979464461281895 mrmse_mean: 3.6387167103290556 mrmse_max: 5.787939829826355 mrmse_rmvar_mean: 3.6267416157722474 mrmse_rmvar_max: 5.59288831949234 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.0480123455747962 log_var_max: 0.009465781771577895
[Epoch 175 / Train] 
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[Epoch 175 / Train] loss: 2.7405283432006837 loss_mean: 2.157342395603657 loss_max: 3.3237142934799193 mse_mean: 22.525567974090578 mse_max: 47.57540636920929 mae_mean: 2.157342395603657 mae_max: 3.3237142934799193 me_mean: -0.6673204210031545 me_max: -1.0481556031755173 mrmse_mean: 2.157342395603657 mrmse_max: 3.3237142934799193 mrmse_rmvar_mean: 2.268624010682106 mrmse_rmvar_max: 3.250462768435478 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.05254428932070732 log_var_max: 0.010232985130511225
[Epoch 175 / Val] 
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[Epoch 175 / Val] loss: 4.6365518970489505 loss_mean: 3.5653269300460817 loss_max: 5.707776864528656 mse_mean: 47.98588586425781 mse_max: 108.1609663925171 mae_mean: 3.5653269300460817 mae_max: 5.707776864528656 me_mean: -0.5771758277145563 me_max: -0.9480385992710945 mrmse_mean: 3.5653269300460817 mrmse_max: 5.707776864528656 mrmse_rmvar_mean: 3.5528561763763427 mrmse_rmvar_max: 5.509417102336884 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.051734269119799135 log_var_max: 0.009520675487816333
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[Epoch 176 / Train] loss: 2.774160174369812 loss_mean: 2.1882509033083917 loss_max: 3.360069440960884 mse_mean: 23.202455088615416 mse_max: 48.86116230010986 mae_mean: 2.1882509033083917 mae_max: 3.360069440960884 me_mean: -0.6949480432892451 me_max: -1.0812724705305883 mrmse_mean: 2.1882509033083917 mrmse_max: 3.360069440960884 mrmse_rmvar_mean: 2.2994415301084516 mrmse_rmvar_max: 3.289166255235672 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.05261172280833125 log_var_max: 0.009960671740118414
[Epoch 176 / Val] 
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[Epoch 176 / Val] loss: 4.577102079391479 loss_mean: 3.506462036371231 loss_max: 5.6477421312332154 mse_mean: 47.45418823242188 mse_max: 107.26909546661376 mae_mean: 3.506462036371231 mae_max: 5.6477421312332154 me_mean: -0.828950485297446 me_max: -1.253274061812088 mrmse_mean: 3.506462036371231 mrmse_max: 5.6477421312332154 mrmse_rmvar_mean: 3.5110736012458803 mrmse_rmvar_max: 5.458300518512726 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.04569392025470734 log_var_max: 0.009311415041331202
[Epoch 177 / Train] 
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[Epoch 177 / Train] loss: 2.7756225229501723 loss_mean: 2.1872514901161195 loss_max: 3.3639935542345047 mse_mean: 23.174936383247374 mse_max: 48.760230429649354 mae_mean: 2.1872514901161195 mae_max: 3.3639935542345047 me_mean: -0.6950328640830703 me_max: -1.0846051277195803 mrmse_mean: 2.1872514901161195 mrmse_max: 3.3639935542345047 mrmse_rmvar_mean: 2.296770789265633 mrmse_rmvar_max: 3.2907386660575866 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.05296580700203776 log_var_max: 0.009810137930326163
[Epoch 177 / Val] 
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[Epoch 177 / Val] loss: 4.647011544704437 loss_mean: 3.578181185722351 loss_max: 5.715841905593872 mse_mean: 48.977660423278806 mse_max: 109.51515954589844 mae_mean: 3.578181185722351 mae_max: 5.715841905593872 me_mean: -0.7201323616197333 me_max: -1.239387922540307 mrmse_mean: 3.578181185722351 mrmse_max: 5.715841905593872 mrmse_rmvar_mean: 3.5781971135139465 mrmse_rmvar_max: 5.530725929737091 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.048631388649344444 log_var_max: 0.010754561493173241
[Epoch 178 / Train] 
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[Epoch 178 / Train] loss: 2.750547907114029 loss_mean: 2.1685047578811645 loss_max: 3.332591057419777 mse_mean: 22.887235317230225 mse_max: 48.32751926994324 mae_mean: 2.1685047578811645 mae_max: 3.332591057419777 me_mean: -0.6885987468009843 me_max: -1.0835341273718513 mrmse_mean: 2.1685047578811645 mrmse_max: 3.332591057419777 mrmse_rmvar_mean: 2.283476059317589 mrmse_rmvar_max: 3.2662183611392974 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.05272912198677659 log_var_max: 0.009681233264505863
[Epoch 178 / Val] 
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[Epoch 178 / Val] loss: 4.523335214614868 loss_mean: 3.463496764421463 loss_max: 5.583173651218415 mse_mean: 46.44773481369018 mse_max: 104.70879361724853 mae_mean: 3.463496764421463 mae_max: 5.583173651218415 me_mean: -0.9051555949486793 me_max: -1.600455125943059 mrmse_mean: 3.463496764421463 mrmse_max: 5.583173651218415 mrmse_rmvar_mean: 3.4687616620063784 mrmse_rmvar_max: 5.398110659122467 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.050294765025377275 log_var_max: 0.009450856075622141
[Epoch 179 / Train] 
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[Epoch 179 / Train] loss: 2.73119266808033 loss_mean: 2.152448089003563 loss_max: 3.3099372429847715 mse_mean: 22.50748966550827 mse_max: 47.46768820571899 mae_mean: 2.152448089003563 mae_max: 3.3099372429847715 me_mean: -0.6711048747536615 me_max: -1.0554970527935075 mrmse_mean: 2.152448089003563 mrmse_max: 3.3099372429847715 mrmse_rmvar_mean: 2.269326323747635 mrmse_rmvar_max: 3.2435204741954804 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.0523925298564136 log_var_max: 0.010344466303940862
[Epoch 179 / Val] 
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[Epoch 179 / Val] loss: 4.61504327583313 loss_mean: 3.5667873961925505 loss_max: 5.663299171924591 mse_mean: 48.68960514450073 mse_max: 107.43904650878906 mae_mean: 3.5667873961925505 mae_max: 5.663299171924591 me_mean: -0.7194779903683811 me_max: -1.315331888616085 mrmse_mean: 3.5667873961925505 mrmse_max: 5.663299171924591 mrmse_rmvar_mean: 3.573659797906876 mrmse_rmvar_max: 5.486650490283966 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.0514952540025115 log_var_max: 0.010734971355646848
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[Epoch 180 / Train] loss: 2.7457875339984894 loss_mean: 2.1637478938102723 loss_max: 3.327827174425125 mse_mean: 22.704574597358704 mse_max: 47.7862700624466 mae_mean: 2.1637478938102723 mae_max: 3.327827174425125 me_mean: -0.6724211405623937 me_max: -1.0519757613358087 mrmse_mean: 2.1637478938102723 mrmse_max: 3.327827174425125 mrmse_rmvar_mean: 2.2763108001947403 mrmse_rmvar_max: 3.258539303302765 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.05215963687747717 log_var_max: 0.009931223125662655
[Epoch 180 / Val] 
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[Epoch 180 / Val] loss: 4.575910950660705 loss_mean: 3.5026940541267395 loss_max: 5.649127848148346 mse_mean: 47.16473974609375 mse_max: 106.40232284545898 mae_mean: 3.5026940541267395 mae_max: 5.649127848148346 me_mean: -1.2073093079347164 me_max: -1.870771031080745 mrmse_mean: 3.5026940541267395 mrmse_max: 5.649127848148346 mrmse_rmvar_mean: 3.512046304702759 mrmse_rmvar_max: 5.469335477828979 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.047463255509734154 log_var_max: 0.007394395099952817
[Epoch 181 / Train] 
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[Epoch 181 / Train] loss: 2.7588329674005507 loss_mean: 2.175724515080452 loss_max: 3.341941419363022 mse_mean: 22.997251800060273 mse_max: 48.41091097640991 mae_mean: 2.175724515080452 mae_max: 3.341941419363022 me_mean: -0.6905588487650967 me_max: -1.083775705052889 mrmse_mean: 2.175724515080452 mrmse_max: 3.341941419363022 mrmse_rmvar_mean: 2.289587208032608 mrmse_rmvar_max: 3.2742034941911697 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.051828088589012625 log_var_max: 0.009837837188504636
[Epoch 181 / Val] 
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[Epoch 181 / Val] loss: 4.774343823909759 loss_mean: 3.716989431858063 loss_max: 5.831698214530944 mse_mean: 52.65309229660034 mse_max: 114.70728896331786 mae_mean: 3.716989431858063 mae_max: 5.831698214530944 me_mean: -0.28328167551162187 me_max: -0.8441463670358061 mrmse_mean: 3.716989431858063 mrmse_max: 5.831698214530944 mrmse_rmvar_mean: 3.7148950634002684 mrmse_rmvar_max: 5.6544281873703 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.04853947827219963 log_var_max: 0.007415604344801977
[Epoch 182 / Train] 
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[Epoch 182 / Train] 
[Epoch 182 / Train] 
[Epoch 182 / Train] 
[Epoch 182 / Train] 
[Epoch 182 / Train] 
[Epoch 182 / Train] 
[Epoch 182 / Train] 
[Epoch 182 / Train] 
[Epoch 182 / Train] 
[Epoch 182 / Train] 
[Epoch 182 / Train] 
[Epoch 182 / Train] 
[Epoch 182 / Train] 
[Epoch 182 / Train] 
[Epoch 182 / Train] 
[Epoch 182 / Train] 
[Epoch 182 / Train] 
[Epoch 182 / Train] 
[Epoch 182 / Train] 
[Epoch 182 / Train] 
[Epoch 182 / Train] 
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[Epoch 182 / Train] 
[Epoch 182 / Train] 
[Epoch 182 / Train] 
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[Epoch 182 / Train] 
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[Epoch 182 / Train] 
[Epoch 182 / Train] 
[Epoch 182 / Train] 
[Epoch 182 / Train] 
[Epoch 182 / Train] 
[Epoch 182 / Train] 
[Epoch 182 / Train] 
[Epoch 182 / Train] 
[Epoch 182 / Train] 
[Epoch 182 / Train] 
[Epoch 182 / Train] 
[Epoch 182 / Train] 
[Epoch 182 / Train] 
[Epoch 182 / Train] 
[Epoch 182 / Train] 
[Epoch 182 / Train] 
[Epoch 182 / Train] 
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[Epoch 182 / Train] 
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[Epoch 182 / Train] 
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[Epoch 182 / Train] 
[Epoch 182 / Train] 
[Epoch 182 / Train] 
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[Epoch 182 / Train] 
[Epoch 182 / Train] 
[Epoch 182 / Train] 
[Epoch 182 / Train] 
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[Epoch 182 / Train] 
[Epoch 182 / Train] 
[Epoch 182 / Train] 
[Epoch 182 / Train] 
[Epoch 182 / Train] 
[Epoch 182 / Train] 
[Epoch 182 / Train] 
[Epoch 182 / Train] 
[Epoch 182 / Train] 
[Epoch 182 / Train] 
[Epoch 182 / Train] 
[Epoch 182 / Train] 
[Epoch 182 / Train] 
[Epoch 182 / Train] 
[Epoch 182 / Train] 
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[Epoch 182 / Train] 
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[Epoch 182 / Train] 
[Epoch 182 / Train] 
[Epoch 182 / Train] 
[Epoch 182 / Train] 
[Epoch 182 / Train] 
[Epoch 182 / Train] 
[Epoch 182 / Train] 
[Epoch 182 / Train] 
[Epoch 182 / Train] 
[Epoch 182 / Train] 
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[Epoch 182 / Train] 
[Epoch 182 / Train] 
[Epoch 182 / Train] 
[Epoch 182 / Train] 
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[Epoch 182 / Train] 
[Epoch 182 / Train] 
[Epoch 182 / Train] 
[Epoch 182 / Train] 
[Epoch 182 / Train] 
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[Epoch 182 / Train] 
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[Epoch 182 / Train] 
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[Epoch 182 / Train] 
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[Epoch 182 / Train] 
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[Epoch 182 / Train] 
[Epoch 182 / Train] 
[Epoch 182 / Train] 
[Epoch 182 / Train] 
[Epoch 182 / Train] 
[Epoch 182 / Train] 
[Epoch 182 / Train] 
[Epoch 182 / Train] 
[Epoch 182 / Train] 
[Epoch 182 / Train] 
[Epoch 182 / Train] 
[Epoch 182 / Train] 
[Epoch 182 / Train] 
[Epoch 182 / Train] 
[Epoch 182 / Train] 
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[Epoch 182 / Train] 
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[Epoch 182 / Train] 
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[Epoch 182 / Train] 
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[Epoch 182 / Train] 
[Epoch 182 / Train] 
[Epoch 182 / Train] 
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[Epoch 182 / Train] 
[Epoch 182 / Train] 
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[Epoch 182 / Train] 
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[Epoch 182 / Train] 
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[Epoch 182 / Train] 
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[Epoch 182 / Train] loss: 2.7517887502908707 loss_mean: 2.166229064106941 loss_max: 3.33734842813015 mse_mean: 22.915677158355713 mse_max: 48.49253557014465 mae_mean: 2.166229064106941 mae_max: 3.33734842813015 me_mean: -0.6863017369427252 me_max: -1.0745966718036215 mrmse_mean: 2.166229064106941 mrmse_max: 3.33734842813015 mrmse_rmvar_mean: 2.283234206080437 mrmse_rmvar_max: 3.2712163162231445 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.05179530836641789 log_var_max: 0.009659677734132855
[Epoch 182 / Val] 
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[Epoch 182 / Val] loss: 4.566111931324005 loss_mean: 3.510254030227661 loss_max: 5.621969810962677 mse_mean: 47.9821132774353 mse_max: 107.01508493804931 mae_mean: 3.510254030227661 mae_max: 5.621969810962677 me_mean: -0.890673396492377 me_max: -1.6697510944865643 mrmse_mean: 3.510254030227661 mrmse_max: 5.621969810962677 mrmse_rmvar_mean: 3.5225184750556946 mrmse_rmvar_max: 5.446532661437988 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.0478941550552845 log_var_max: 0.00700547944324353
[Epoch 183 / Train] 
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[Epoch 183 / Train] loss: 2.7439373948574066 loss_mean: 2.1645832802057265 loss_max: 3.323291504383087 mse_mean: 22.737195859909058 mse_max: 47.80221777248383 mae_mean: 2.1645832802057265 mae_max: 3.323291504383087 me_mean: -0.6757249744634027 me_max: -1.0560005071349443 mrmse_mean: 2.1645832802057265 mrmse_max: 3.323291504383087 mrmse_rmvar_mean: 2.2770959988832473 mrmse_rmvar_max: 3.2539378072023393 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.05116424725577235 log_var_max: 0.010094237726647406
[Epoch 183 / Val] 
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[Epoch 183 / Val] loss: 4.51391258096695 loss_mean: 3.4490772693157195 loss_max: 5.578747868061066 mse_mean: 47.0768159160614 mse_max: 107.50881671142578 mae_mean: 3.4490772693157195 mae_max: 5.578747868061066 me_mean: -0.8059926996217109 me_max: -1.3978941878979094 mrmse_mean: 3.4490772693157195 mrmse_max: 5.578747868061066 mrmse_rmvar_mean: 3.4728728613853455 mrmse_rmvar_max: 5.417089171409607 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.04939494761824608 log_var_max: 0.011712930076755583
[Epoch 184 / Train] 
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[Epoch 184 / Train] loss: 2.7430064338445663 loss_mean: 2.155718498110771 loss_max: 3.330294375896454 mse_mean: 22.683221418857574 mse_max: 48.202292366027834 mae_mean: 2.155718498110771 mae_max: 3.330294375896454 me_mean: -0.6938051901812432 me_max: -1.090679545816034 mrmse_mean: 2.155718498110771 mrmse_max: 3.330294375896454 mrmse_rmvar_mean: 2.2725738335847856 mrmse_rmvar_max: 3.2647930909395217 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.05126413185149431 log_var_max: 0.009911865353118629
[Epoch 184 / Val] 
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[Epoch 184 / Val] loss: 4.438380291461945 loss_mean: 3.395294255256653 loss_max: 5.481466325759888 mse_mean: 45.675342639923095 mse_max: 103.29447422790527 mae_mean: 3.395294255256653 mae_max: 5.481466325759888 me_mean: -1.2437098939865827 me_max: -2.021704679615796 mrmse_mean: 3.395294255256653 mrmse_max: 5.481466325759888 mrmse_rmvar_mean: 3.4231534643173216 mrmse_rmvar_max: 5.317159616947174 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.04853657127171755 log_var_max: 0.0077113202130422
[Epoch 185 / Train] 
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[Epoch 185 / Train] loss: 2.699218651175499 loss_mean: 2.124020762681961 loss_max: 3.2744165382385253 mse_mean: 22.092067657470704 mse_max: 46.76130552196503 mae_mean: 2.124020762681961 mae_max: 3.2744165382385253 me_mean: -0.6733483981960453 me_max: -1.0601038365118438 mrmse_mean: 2.124020762681961 mrmse_max: 3.2744165382385253 mrmse_rmvar_mean: 2.244340245962143 mrmse_rmvar_max: 3.2111993626356123 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.05182883556932211 log_var_max: 0.009972629755269736
[Epoch 185 / Val] 
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[Epoch 185 / Val] loss: 4.5333374037742615 loss_mean: 3.4731638231277464 loss_max: 5.593510993003846 mse_mean: 47.622732658386234 mse_max: 106.61184042358398 mae_mean: 3.4731638231277464 mae_max: 5.593510993003846 me_mean: -0.9097299326700159 me_max: -1.50803181964159 mrmse_mean: 3.4731638231277464 mrmse_max: 5.593510993003846 mrmse_rmvar_mean: 3.485607887029648 mrmse_rmvar_max: 5.410024201393127 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.04754646293073893 log_var_max: 0.011605908854864538
[Epoch 186 / Train] 
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[Epoch 186 / Train] loss: 2.720343059062958 loss_mean: 2.1429036244153976 loss_max: 3.297782488942146 mse_mean: 22.278782264709474 mse_max: 47.05085953330994 mae_mean: 2.1429036244153976 mae_max: 3.297782488942146 me_mean: -0.6707012181667378 me_max: -1.0545115660160664 mrmse_mean: 2.1429036244153976 mrmse_max: 3.297782488942146 mrmse_rmvar_mean: 2.257587480902672 mrmse_rmvar_max: 3.2309187282323837 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.051209217708557846 log_var_max: 0.010283342350739987
[Epoch 186 / Val] 
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[Epoch 186 / Val] loss: 4.471453695774079 loss_mean: 3.4249580435752867 loss_max: 5.517949359893799 mse_mean: 46.80280980682373 mse_max: 105.29582847595215 mae_mean: 3.4249580435752867 mae_max: 5.517949359893799 me_mean: -1.0732146397952456 me_max: -1.8573803615234792 mrmse_mean: 3.4249580435752867 mrmse_max: 5.517949359893799 mrmse_rmvar_mean: 3.4549342336654663 mrmse_rmvar_max: 5.353606123924255 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.04739596728980541 log_var_max: 0.007908091290388256
[Epoch 187 / Train] 
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[Epoch 187 / Train] loss: 2.745377980828285 loss_mean: 2.1614148499965666 loss_max: 3.3293411103487016 mse_mean: 22.666226614952087 mse_max: 47.90327193927765 mae_mean: 2.1614148499965666 mae_max: 3.3293411103487016 me_mean: -0.6808566546826623 me_max: -1.067044041382149 mrmse_mean: 2.1614148499965666 mrmse_max: 3.3293411103487016 mrmse_rmvar_mean: 2.272481239318848 mrmse_rmvar_max: 3.257475457310677 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.0505156823694706 log_var_max: 0.009664836035575717
[Epoch 187 / Val] 
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[Epoch 187 / Val] loss: 4.612193270683289 loss_mean: 3.531651377439499 loss_max: 5.69273515367508 mse_mean: 48.53508028030396 mse_max: 109.43995193481446 mae_mean: 3.531651377439499 mae_max: 5.69273515367508 me_mean: -0.8508973676590249 me_max: -1.400556409880519 mrmse_mean: 3.531651377439499 mrmse_max: 5.69273515367508 mrmse_rmvar_mean: 3.5358945426940918 mrmse_rmvar_max: 5.504089804649353 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.049379276089370254 log_var_max: 0.009849008586723357
[Epoch 188 / Train] 
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[Epoch 188 / Train] loss: 2.694763105511665 loss_mean: 2.1228705278635025 loss_max: 3.2666556882858275 mse_mean: 22.025973051548004 mse_max: 46.54085942745209 mae_mean: 2.1228705278635025 mae_max: 3.2666556882858275 me_mean: -0.6563718641136075 me_max: -1.0349998408970422 mrmse_mean: 2.1228705278635025 mrmse_max: 3.2666556882858275 mrmse_rmvar_mean: 2.241747191786766 mrmse_rmvar_max: 3.2026673297882082 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.05062217389047146 log_var_max: 0.009280665200203658
[Epoch 188 / Val] 
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[Epoch 188 / Val] loss: 4.528782166481018 loss_mean: 3.4850259437561033 loss_max: 5.57253838634491 mse_mean: 47.70192539978027 mse_max: 106.32880303192138 mae_mean: 3.4850259437561033 mae_max: 5.57253838634491 me_mean: -1.0075485936719923 me_max: -1.7269617975316942 mrmse_mean: 3.4850259437561033 mrmse_max: 5.57253838634491 mrmse_rmvar_mean: 3.50305051445961 mrmse_rmvar_max: 5.403002349853516 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.04732679937779903 log_var_max: 0.009845540690235794
[Epoch 189 / Train] 
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[Epoch 189 / Train] loss: 2.730053669810295 loss_mean: 2.1432137435674665 loss_max: 3.3168936004638674 mse_mean: 22.284688979148864 mse_max: 47.5357662820816 mae_mean: 2.1432137435674665 mae_max: 3.3168936004638674 me_mean: -0.6714781739482423 me_max: -1.072285393085098 mrmse_mean: 2.1432137435674665 mrmse_max: 3.3168936004638674 mrmse_rmvar_mean: 2.2561116132736205 mrmse_rmvar_max: 3.2448310656547545 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.050389272768050435 log_var_max: 0.010258607717696577
[Epoch 189 / Val] 
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[Epoch 189 / Val] loss: 4.72681896352768 loss_mean: 3.667654597043991 loss_max: 5.785983345985413 mse_mean: 51.23359113311768 mse_max: 112.13344483947753 mae_mean: 3.667654597043991 mae_max: 5.785983345985413 me_mean: -0.3782108694466297 me_max: -0.8247656053875108 mrmse_mean: 3.667654597043991 mrmse_max: 5.785983345985413 mrmse_rmvar_mean: 3.6575014581680296 mrmse_rmvar_max: 5.5964328169822695 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.04872385393828153 log_var_max: 0.012757332642562687
[Epoch 190 / Train] 
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[Epoch 190 / Train] loss: 2.709608551263809 loss_mean: 2.134206798315048 loss_max: 3.2850102977752687 mse_mean: 22.350627357006072 mse_max: 47.2131696023941 mae_mean: 2.134206798315048 mae_max: 3.2850102977752687 me_mean: -0.6738507957084221 me_max: -1.0607758405746426 mrmse_mean: 2.134206798315048 mrmse_max: 3.2850102977752687 mrmse_rmvar_mean: 2.2535826770067215 mrmse_rmvar_max: 3.2225339535474777 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.049180966075509785 log_var_max: 0.009436326076742262
[Epoch 190 / Val] 
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[Epoch 190 / Val] loss: 4.488031073093414 loss_mean: 3.441434119939804 loss_max: 5.534628039360046 mse_mean: 46.50169497299194 mse_max: 104.67116467285156 mae_mean: 3.441434119939804 mae_max: 5.534628039360046 me_mean: -0.8541165415463038 me_max: -1.4285969311976805 mrmse_mean: 3.441434119939804 mrmse_max: 5.534628039360046 mrmse_rmvar_mean: 3.458834978342056 mrmse_rmvar_max: 5.3666554508209225 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.04539422964304685 log_var_max: 0.009087394000496716
[Epoch 191 / Train] 
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[Epoch 191 / Train] 
[Epoch 191 / Train] 
[Epoch 191 / Train] 
[Epoch 191 / Train] 
[Epoch 191 / Train] 
[Epoch 191 / Train] 
[Epoch 191 / Train] 
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[Epoch 191 / Train] 
[Epoch 191 / Train] 
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[Epoch 191 / Train] 
[Epoch 191 / Train] 
[Epoch 191 / Train] 
[Epoch 191 / Train] 
[Epoch 191 / Train] 
[Epoch 191 / Train] 
[Epoch 191 / Train] 
[Epoch 191 / Train] 
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[Epoch 191 / Train] 
[Epoch 191 / Train] 
[Epoch 191 / Train] 
[Epoch 191 / Train] 
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[Epoch 191 / Train] 
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[Epoch 191 / Train] loss: 2.7455017726421356 loss_mean: 2.1628165405988695 loss_max: 3.328187006354332 mse_mean: 22.798041233539582 mse_max: 48.00612153816223 mae_mean: 2.1628165405988695 mae_max: 3.328187006354332 me_mean: -0.6957854525808943 me_max: -1.0904955320720182 mrmse_mean: 2.1628165405988695 mrmse_max: 3.328187006354332 mrmse_rmvar_mean: 2.2745394303798676 mrmse_rmvar_max: 3.2563722772598265 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.049660102255642415 log_var_max: 0.010213123033754528
[Epoch 191 / Val] 
[Epoch 191 / Val] 
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[Epoch 191 / Val] loss: 4.548925238132477 loss_mean: 3.4831500062942506 loss_max: 5.614700484275818 mse_mean: 46.99321384048462 mse_max: 106.58550798034668 mae_mean: 3.4831500062942506 mae_max: 5.614700484275818 me_mean: -0.9250333811906166 me_max: -1.5656958233923652 mrmse_mean: 3.4831500062942506 mrmse_max: 5.614700484275818 mrmse_rmvar_mean: 3.490370300769806 mrmse_rmvar_max: 5.433120774269104 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.04339393755421042 log_var_max: 0.009839025113731623
[Epoch 192 / Train] 
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[Epoch 192 / Train] loss: 2.7019136358499525 loss_mean: 2.131032043337822 loss_max: 3.2727952324151994 mse_mean: 22.22701416683197 mse_max: 46.924564889907835 mae_mean: 2.131032043337822 mae_max: 3.2727952324151994 me_mean: -0.6701962688851636 me_max: -1.0541839726418256 mrmse_mean: 2.131032043337822 mrmse_max: 3.2727952324151994 mrmse_rmvar_mean: 2.250812066435814 mrmse_rmvar_max: 3.213184596180916 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.049229425497353076 log_var_max: 0.01001941111125052
[Epoch 192 / Val] 
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[Epoch 192 / Val] 
[Epoch 192 / Val] loss: 4.463025264263153 loss_mean: 3.4039024624824523 loss_max: 5.522148066997528 mse_mean: 45.18994303894043 mse_max: 103.64172810363769 mae_mean: 3.4039024624824523 mae_max: 5.522148066997528 me_mean: -1.0742227504327893 me_max: -1.6511988388299943 mrmse_mean: 3.4039024624824523 mrmse_max: 5.522148066997528 mrmse_rmvar_mean: 3.4134949231147766 mrmse_rmvar_max: 5.33607457113266 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.044603976123034954 log_var_max: 0.007341515688458458
[Epoch 193 / Train] 
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[Epoch 193 / Train] loss: 2.742712692141533 loss_mean: 2.1558999239206313 loss_max: 3.3295254534482956 mse_mean: 22.795119791030885 mse_max: 48.33762434577942 mae_mean: 2.1558999239206313 mae_max: 3.3295254534482956 me_mean: -0.7038751471169525 me_max: -1.1080002262654598 mrmse_mean: 2.1558999239206313 mrmse_max: 3.3295254534482956 mrmse_rmvar_mean: 2.2702701860666274 mrmse_rmvar_max: 3.261870277285576 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.049780382756143805 log_var_max: 0.01010824282001704
[Epoch 193 / Val] 
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[Epoch 193 / Val] loss: 4.496119997501373 loss_mean: 3.4462341067790985 loss_max: 5.546005881786346 mse_mean: 47.27414246749878 mse_max: 106.5301460571289 mae_mean: 3.4462341067790985 mae_max: 5.546005881786346 me_mean: -1.0085915203187614 me_max: -1.9071702161692083 mrmse_mean: 3.4462341067790985 mrmse_max: 5.546005881786346 mrmse_rmvar_mean: 3.4756147389411924 mrmse_rmvar_max: 5.38947310590744 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.050614633530378345 log_var_max: 0.011432645111344755
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[Epoch 194 / Train] loss: 2.7022427874803543 loss_mean: 2.125452595114708 loss_max: 3.279032980442047 mse_mean: 22.123643931865693 mse_max: 46.975544095993044 mae_mean: 2.125452595114708 mae_max: 3.279032980442047 me_mean: -0.6718459574251902 me_max: -1.0695720924488268 mrmse_mean: 2.125452595114708 mrmse_max: 3.279032980442047 mrmse_rmvar_mean: 2.2423075333833693 mrmse_rmvar_max: 3.2132156549692152 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.049740205250680444 log_var_max: 0.010607441693078727
[Epoch 194 / Val] 
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[Epoch 194 / Val] loss: 4.403118546009064 loss_mean: 3.3616515736579897 loss_max: 5.444585506916046 mse_mean: 44.81763040542602 mse_max: 101.6359592514038 mae_mean: 3.3616515736579897 mae_max: 5.444585506916046 me_mean: -1.2392053810069337 me_max: -1.9638991878014058 mrmse_mean: 3.3616515736579897 mrmse_max: 5.444585506916046 mrmse_rmvar_mean: 3.385677754640579 mrmse_rmvar_max: 5.273285382270813 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.04479588479548693 log_var_max: 0.011682539028115571
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[Epoch 195 / Train] loss: 2.7050892069339754 loss_mean: 2.1316805531978607 loss_max: 3.2784978791475297 mse_mean: 22.127154475688933 mse_max: 46.745141076087954 mae_mean: 2.1316805531978607 mae_max: 3.2784978791475297 me_mean: -0.6731245529212756 me_max: -1.0625792706939392 mrmse_mean: 2.1316805531978607 mrmse_max: 3.2784978791475297 mrmse_rmvar_mean: 2.245130311846733 mrmse_rmvar_max: 3.2106214555501937 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.04938323255628348 log_var_max: 0.010638148254714905
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[Epoch 195 / Val] loss: 4.534074848175049 loss_mean: 3.4640532426834105 loss_max: 5.6040964632034305 mse_mean: 46.91008528327942 mse_max: 106.9750520248413 mae_mean: 3.4640532426834105 mae_max: 5.6040964632034305 me_mean: -0.9993876290936023 me_max: -1.531410978734959 mrmse_mean: 3.4640532426834105 mrmse_max: 5.6040964632034305 mrmse_rmvar_mean: 3.4752152214050294 mrmse_rmvar_max: 5.428351855278015 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.049352303259074685 log_var_max: 0.011758002943359316
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[Epoch 196 / Train] loss: 2.688794737815857 loss_mean: 2.113473919510841 loss_max: 3.2641155589818953 mse_mean: 21.837136110305785 mse_max: 46.43069979858399 mae_mean: 2.113473919510841 mae_max: 3.2641155589818953 me_mean: -0.6610754335134988 me_max: -1.0469421925839268 mrmse_mean: 2.113473919510841 mrmse_max: 3.2641155589818953 mrmse_rmvar_mean: 2.2303698573112487 mrmse_rmvar_max: 3.19780632853508 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.05010904343053699 log_var_max: 0.010106512238271534
[Epoch 196 / Val] 
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[Epoch 196 / Val] loss: 4.823487619400025 loss_mean: 3.743690981388092 loss_max: 5.903284261703491 mse_mean: 52.10885905075073 mse_max: 115.06967083740234 mae_mean: 3.743690981388092 mae_max: 5.903284261703491 me_mean: -0.5900102057287003 me_max: -0.9066072061245505 mrmse_mean: 3.743690981388092 mrmse_max: 5.903284261703491 mrmse_rmvar_mean: 3.7273402915000915 mrmse_rmvar_max: 5.710356616973877 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.047746304132044316 log_var_max: 0.00794774322817102
[Epoch 197 / Train] 
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[Epoch 197 / Train] loss: 2.7047744621038436 loss_mean: 2.127207261800766 loss_max: 3.2823416639566423 mse_mean: 22.234963873386384 mse_max: 47.15352001380921 mae_mean: 2.127207261800766 mae_max: 3.2823416639566423 me_mean: -0.6743153677710798 me_max: -1.0647079287316301 mrmse_mean: 2.127207261800766 mrmse_max: 3.2823416639566423 mrmse_rmvar_mean: 2.2454703933000566 mrmse_rmvar_max: 3.218885165691376 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.04894705666601658 log_var_max: 0.010690109984949231
[Epoch 197 / Val] 
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[Epoch 197 / Val] loss: 4.534168926715851 loss_mean: 3.469142618894577 loss_max: 5.5991952223777774 mse_mean: 47.17815937423706 mse_max: 106.89779373168945 mae_mean: 3.469142618894577 mae_max: 5.5991952223777774 me_mean: -0.8133297025416978 me_max: -1.3217694036969916 mrmse_mean: 3.469142618894577 mrmse_max: 5.5991952223777774 mrmse_rmvar_mean: 3.4818456811904905 mrmse_rmvar_max: 5.425422067165375 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.043296429961919784 log_var_max: 0.012014832684770226
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[Epoch 198 / Train] loss: 2.741899566411972 loss_mean: 2.1560657494068147 loss_max: 3.327733380794525 mse_mean: 22.658865595817566 mse_max: 48.109940727233884 mae_mean: 2.1560657494068147 mae_max: 3.327733380794525 me_mean: -0.6860826879476662 me_max: -1.0823862402979867 mrmse_mean: 2.1560657494068147 mrmse_max: 3.327733380794525 mrmse_rmvar_mean: 2.267805029153824 mrmse_rmvar_max: 3.2568192056417464 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.04800995624810457 log_var_max: 0.009899204758461564
[Epoch 198 / Val] 
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[Epoch 198 / Val] loss: 4.546131808280945 loss_mean: 3.4835649347305297 loss_max: 5.60869869184494 mse_mean: 47.84607914733887 mse_max: 107.37349466705322 mae_mean: 3.4835649347305297 mae_max: 5.60869869184494 me_mean: -0.7601407288373448 me_max: -1.2833906582128256 mrmse_mean: 3.4835649347305297 mrmse_max: 5.60869869184494 mrmse_rmvar_mean: 3.49736128282547 mrmse_rmvar_max: 5.426572042942047 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.04359150813892484 log_var_max: 0.01169233432225883
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[Epoch 199 / Train] loss: 2.725132909297943 loss_mean: 2.1446399500370026 loss_max: 3.305625863075256 mse_mean: 22.69294377040863 mse_max: 48.07358757209778 mae_mean: 2.1446399500370026 mae_max: 3.305625863075256 me_mean: -0.6896765933039133 me_max: -1.098296642385343 mrmse_mean: 2.1446399500370026 mrmse_max: 3.305625863075256 mrmse_rmvar_mean: 2.262804585456848 mrmse_rmvar_max: 3.24294750225544 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.04826139703020454 log_var_max: 0.010528197217732668
[Epoch 199 / Val] 
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[Epoch 199 / Val] loss: 4.378713928222656 loss_mean: 3.3362316880226137 loss_max: 5.4211961636543275 mse_mean: 44.703049837112424 mse_max: 101.94367407989502 mae_mean: 3.3362316880226137 mae_max: 5.4211961636543275 me_mean: -1.1072426661513746 me_max: -1.7381422655889764 mrmse_mean: 3.3362316880226137 mrmse_max: 5.4211961636543275 mrmse_rmvar_mean: 3.3654006659984588 mrmse_rmvar_max: 5.253951056957245 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.04116285607218742 log_var_max: 0.01295633443724364
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[Epoch 200 / Train] loss: 2.7181398106813432 loss_mean: 2.1367466608285905 loss_max: 3.2995329461097715 mse_mean: 22.339645322322845 mse_max: 47.46508076286316 mae_mean: 2.1367466608285905 mae_max: 3.2995329461097715 me_mean: -0.6779669645605609 me_max: -1.0755513018198544 mrmse_mean: 2.1367466608285905 mrmse_max: 3.2995329461097715 mrmse_rmvar_mean: 2.250192077159882 mrmse_rmvar_max: 3.2302431691884994 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.04872973875328898 log_var_max: 0.011266990126110613
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[Epoch 200 / Val] loss: 4.434101677894592 loss_mean: 3.3761061017513274 loss_max: 5.492097268104553 mse_mean: 46.04268568611145 mse_max: 104.11369884490966 mae_mean: 3.3761061017513274 mae_max: 5.492097268104553 me_mean: -1.7065668879374862 me_max: -2.7738922349512576 mrmse_mean: 3.3761061017513274 mrmse_max: 5.492097268104553 mrmse_rmvar_mean: 3.4236955914497376 mrmse_rmvar_max: 5.343308284282684 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.04222727665305138 log_var_max: 0.009846510393545031
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[Epoch 201 / Train] loss: 2.7040699392557146 loss_mean: 2.1293047917485235 loss_max: 3.2788350766897203 mse_mean: 22.02715332508087 mse_max: 46.85721552848816 mae_mean: 2.1293047917485235 mae_max: 3.2788350766897203 me_mean: -0.6607991493327717 me_max: -1.0491478345328942 mrmse_mean: 2.1293047917485235 mrmse_max: 3.2788350766897203 mrmse_rmvar_mean: 2.242943103671074 mrmse_rmvar_max: 3.212222182393074 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.048669978659600016 log_var_max: 0.010841948955785483
[Epoch 201 / Val] 
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[Epoch 201 / Val] loss: 4.588440413475037 loss_mean: 3.5257055184841155 loss_max: 5.651175294876099 mse_mean: 47.75531108474731 mse_max: 106.92251664733887 mae_mean: 3.5257055184841155 mae_max: 5.651175294876099 me_mean: -0.8701757390049751 me_max: -1.4345779157280922 mrmse_mean: 3.5257055184841155 mrmse_max: 5.651175294876099 mrmse_rmvar_mean: 3.5276503715515135 mrmse_rmvar_max: 5.464510626316071 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.045370908819139 log_var_max: 0.009223409953527153
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[Epoch 202 / Train] loss: 2.698130483388901 loss_mean: 2.1216363022327425 loss_max: 3.274624658703804 mse_mean: 22.036066528320312 mse_max: 46.775107027053835 mae_mean: 2.1216363022327425 mae_max: 3.274624658703804 me_mean: -0.6551835046437773 me_max: -1.038795671623593 mrmse_mean: 2.1216363022327425 mrmse_max: 3.274624658703804 mrmse_rmvar_mean: 2.237941065311432 mrmse_rmvar_max: 3.208397863984108 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.049377790145576 log_var_max: 0.010493433052673936
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[Epoch 202 / Val] loss: 4.573155424594879 loss_mean: 3.523438416719437 loss_max: 5.622872414588929 mse_mean: 48.30147883605957 mse_max: 107.55204056549073 mae_mean: 3.523438416719437 mae_max: 5.622872414588929 me_mean: -0.6833000849410892 me_max: -1.2981078142318874 mrmse_mean: 3.523438416719437 mrmse_max: 5.622872414588929 mrmse_rmvar_mean: 3.5350843491554262 mrmse_rmvar_max: 5.452632699489594 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.04899482727795839 log_var_max: 0.011158989368937909
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[Epoch 203 / Train] loss: 2.6702606801986692 loss_mean: 2.101514179468155 loss_max: 3.239007185339928 mse_mean: 21.761513621330263 mse_max: 46.00188642311096 mae_mean: 2.101514179468155 mae_max: 3.239007185339928 me_mean: -0.6544208905622363 me_max: -1.031556425689254 mrmse_mean: 2.101514179468155 mrmse_max: 3.239007185339928 mrmse_rmvar_mean: 2.2227701032161713 mrmse_rmvar_max: 3.1797797321081163 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.04923121868446469 log_var_max: 0.011120680807624012
[Epoch 203 / Val] 
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[Epoch 203 / Val] loss: 4.6902541131973265 loss_mean: 3.622779727935791 loss_max: 5.757728485584259 mse_mean: 48.990395915985104 mse_max: 107.98715453338623 mae_mean: 3.622779727935791 mae_max: 5.757728485584259 me_mean: -0.6841786942044273 me_max: -1.269524626506027 mrmse_mean: 3.622779727935791 mrmse_max: 5.757728485584259 mrmse_rmvar_mean: 3.607247114658356 mrmse_rmvar_max: 5.5590138988494875 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.047075397361069915 log_var_max: 0.008891753047239036
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[Epoch 204 / Train] loss: 2.701534819364548 loss_mean: 2.127580706000328 loss_max: 3.2754889396429063 mse_mean: 22.234860154151917 mse_max: 47.0517135848999 mae_mean: 2.127580706000328 mae_max: 3.2754889396429063 me_mean: -0.6689958505821414 me_max: -1.0578951069319156 mrmse_mean: 2.127580706000328 mrmse_max: 3.2754889396429063 mrmse_rmvar_mean: 2.245999235868454 mrmse_rmvar_max: 3.21256653547287 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.04878906416893005 log_var_max: 0.010018883733078838
[Epoch 204 / Val] 
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[Epoch 204 / Val] loss: 4.582799608707428 loss_mean: 3.5037742516994475 loss_max: 5.6618249621391294 mse_mean: 47.21100884628296 mse_max: 107.58904927825928 mae_mean: 3.5037742516994475 mae_max: 5.6618249621391294 me_mean: -0.8105485395459691 me_max: -1.266596882943064 mrmse_mean: 3.5037742516994475 mrmse_max: 5.6618249621391294 mrmse_rmvar_mean: 3.504036838531494 mrmse_rmvar_max: 5.473377589702606 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.043538245406001805 log_var_max: 0.011492276893928647
[Epoch 205 / Train] 
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[Epoch 205 / Train] loss: 2.715409795641899 loss_mean: 2.1358503649234772 loss_max: 3.2949692205190657 mse_mean: 22.224808793067933 mse_max: 47.321368577003476 mae_mean: 2.1358503649234772 mae_max: 3.2949692205190657 me_mean: -0.6874083924901206 me_max: -1.0898546984347048 mrmse_mean: 2.1358503649234772 mrmse_max: 3.2949692205190657 mrmse_rmvar_mean: 2.2492379676103593 mrmse_rmvar_max: 3.228071164727211 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.049052391514182093 log_var_max: 0.010571111207827926
[Epoch 205 / Val] 
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[Epoch 205 / Val] loss: 4.55413489151001 loss_mean: 3.4946298508644102 loss_max: 5.6136399269104 mse_mean: 47.8200675239563 mse_max: 108.05110935211182 mae_mean: 3.4946298508644102 mae_max: 5.6136399269104 me_mean: -0.8476694113514386 me_max: -1.4516760475020856 mrmse_mean: 3.4946298508644102 mrmse_max: 5.6136399269104 mrmse_rmvar_mean: 3.5156883702278137 mrmse_rmvar_max: 5.453122044086457 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.046442188560962674 log_var_max: 0.010067923678085207
[Epoch 206 / Train] 
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[Epoch 206 / Train] loss: 2.7157171456813813 loss_mean: 2.1368180844783784 loss_max: 3.2946162098646163 mse_mean: 22.348972580909727 mse_max: 47.39113251113891 mae_mean: 2.1368180844783784 mae_max: 3.2946162098646163 me_mean: -0.6684827908762163 me_max: -1.0532009659470059 mrmse_mean: 2.1368180844783784 mrmse_max: 3.2946162098646163 mrmse_rmvar_mean: 2.248952529668808 mrmse_rmvar_max: 3.2240288645029067 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.048881514694541696 log_var_max: 0.009881286046467722
[Epoch 206 / Val] 
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[Epoch 206 / Val] loss: 4.433880685806274 loss_mean: 3.3969519069194796 loss_max: 5.470809451580047 mse_mean: 46.12757793426513 mse_max: 103.67943115997315 mae_mean: 3.3969519069194796 mae_max: 5.470809451580047 me_mean: -0.9920160379633307 me_max: -1.6645092010623777 mrmse_mean: 3.3969519069194796 mrmse_max: 5.470809451580047 mrmse_rmvar_mean: 3.42406641292572 mrmse_rmvar_max: 5.308518301486969 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.0439891347810626 log_var_max: 0.0077504203179851175
[Epoch 207 / Train] 
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[Epoch 207 / Train] loss: 2.6994187430143355 loss_mean: 2.130561462044716 loss_max: 3.2682760088443756 mse_mean: 22.209872096538543 mse_max: 46.74290035057068 mae_mean: 2.130561462044716 mae_max: 3.2682760088443756 me_mean: -0.6640639081004774 me_max: -1.0519389640181325 mrmse_mean: 2.130561462044716 mrmse_max: 3.2682760088443756 mrmse_rmvar_mean: 2.2458163684606554 mrmse_rmvar_max: 3.201601014614105 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.04896222134307027 log_var_max: 0.009329301725141704
[Epoch 207 / Val] 
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[Epoch 207 / Val] loss: 4.620155818462372 loss_mean: 3.5548697485923766 loss_max: 5.68544188451767 mse_mean: 48.43309139633179 mse_max: 108.60633392333985 mae_mean: 3.5548697485923766 mae_max: 5.68544188451767 me_mean: -0.6045262579517439 me_max: -1.0661503131418721 mrmse_mean: 3.5548697485923766 mrmse_max: 5.68544188451767 mrmse_rmvar_mean: 3.555270019054413 mrmse_rmvar_max: 5.500622798919678 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.04439806682243943 log_var_max: 0.008203623873181642
[Epoch 208 / Train] 
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[Epoch 208 / Train] loss: 2.6985037584304807 loss_mean: 2.121355053424835 loss_max: 3.2756524665355684 mse_mean: 22.09740121126175 mse_max: 46.90157483959198 mae_mean: 2.121355053424835 mae_max: 3.2756524665355684 me_mean: -0.665857628192869 me_max: -1.0514280917647993 mrmse_mean: 2.121355053424835 mrmse_max: 3.2756524665355684 mrmse_rmvar_mean: 2.2358892611265184 mrmse_rmvar_max: 3.207672359228134 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.04861094111949205 log_var_max: 0.009446106978692114
[Epoch 208 / Val] 
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[Epoch 208 / Val] loss: 4.50415415096283 loss_mean: 3.4559782996177675 loss_max: 5.552330018043518 mse_mean: 46.63624242782593 mse_max: 104.5136162109375 mae_mean: 3.4559782996177675 mae_max: 5.552330018043518 me_mean: -0.8405656100395136 me_max: -1.4775456831557676 mrmse_mean: 3.4559782996177675 mrmse_max: 5.552330018043518 mrmse_rmvar_mean: 3.4675394291877746 mrmse_rmvar_max: 5.375889549732208 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.04585848370194435 log_var_max: 0.009605184978339822
[Epoch 209 / Train] 
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[Epoch 209 / Train] 
[Epoch 209 / Train] 
[Epoch 209 / Train] 
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[Epoch 209 / Train] 
[Epoch 209 / Train] 
[Epoch 209 / Train] 
[Epoch 209 / Train] 
[Epoch 209 / Train] 
[Epoch 209 / Train] 
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[Epoch 209 / Train] 
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[Epoch 209 / Train] 
[Epoch 209 / Train] 
[Epoch 209 / Train] 
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[Epoch 209 / Train] 
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[Epoch 209 / Train] 
[Epoch 209 / Train] 
[Epoch 209 / Train] 
[Epoch 209 / Train] 
[Epoch 209 / Train] 
[Epoch 209 / Train] 
[Epoch 209 / Train] 
[Epoch 209 / Train] loss: 2.7043538908958435 loss_mean: 2.12891424703598 loss_max: 3.2797935346364975 mse_mean: 22.238750533103943 mse_max: 47.13223584079743 mae_mean: 2.12891424703598 mae_max: 3.2797935346364975 me_mean: -0.680734481313848 me_max: -1.0821359869308071 mrmse_mean: 2.12891424703598 mrmse_max: 3.2797935346364975 mrmse_rmvar_mean: 2.244132745027542 mrmse_rmvar_max: 3.2138560367822646 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.04860117497295141 log_var_max: 0.009168204220943154
[Epoch 209 / Val] 
[Epoch 209 / Val] 
[Epoch 209 / Val] 
[Epoch 209 / Val] 
[Epoch 209 / Val] 
[Epoch 209 / Val] 
[Epoch 209 / Val] 
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[Epoch 209 / Val] 
[Epoch 209 / Val] 
[Epoch 209 / Val] 
[Epoch 209 / Val] 
[Epoch 209 / Val] 
[Epoch 209 / Val] 
[Epoch 209 / Val] 
[Epoch 209 / Val] loss: 4.470508470058441 loss_mean: 3.4161785168647767 loss_max: 5.52483841753006 mse_mean: 46.7913607749939 mse_max: 105.84183360290527 mae_mean: 3.4161785168647767 mae_max: 5.52483841753006 me_mean: -1.01543038018886 me_max: -1.784403571318835 mrmse_mean: 3.4161785168647767 mrmse_max: 5.52483841753006 mrmse_rmvar_mean: 3.442065447807312 mrmse_rmvar_max: 5.360060374736786 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.043212975673377514 log_var_max: 0.010181523562838265
[Epoch 210 / Train] 
[Epoch 210 / Train] 
[Epoch 210 / Train] 
[Epoch 210 / Train] 
[Epoch 210 / Train] 
[Epoch 210 / Train] 
[Epoch 210 / Train] 
[Epoch 210 / Train] 
[Epoch 210 / Train] 
[Epoch 210 / Train] 
[Epoch 210 / Train] 
[Epoch 210 / Train] 
[Epoch 210 / Train] 
[Epoch 210 / Train] 
[Epoch 210 / Train] 
[Epoch 210 / Train] 
[Epoch 210 / Train] 
[Epoch 210 / Train] 
[Epoch 210 / Train] 
[Epoch 210 / Train] 
[Epoch 210 / Train] 
[Epoch 210 / Train] 
[Epoch 210 / Train] 
[Epoch 210 / Train] 
[Epoch 210 / Train] 
[Epoch 210 / Train] 
[Epoch 210 / Train] 
[Epoch 210 / Train] 
[Epoch 210 / Train] 
[Epoch 210 / Train] 
[Epoch 210 / Train] 
[Epoch 210 / Train] 
[Epoch 210 / Train] 
[Epoch 210 / Train] 
[Epoch 210 / Train] 
[Epoch 210 / Train] 
[Epoch 210 / Train] 
[Epoch 210 / Train] 
[Epoch 210 / Train] 
[Epoch 210 / Train] 
[Epoch 210 / Train] 
[Epoch 210 / Train] 
[Epoch 210 / Train] 
[Epoch 210 / Train] 
[Epoch 210 / Train] 
[Epoch 210 / Train] 
[Epoch 210 / Train] 
[Epoch 210 / Train] 
[Epoch 210 / Train] 
[Epoch 210 / Train] 
[Epoch 210 / Train] 
[Epoch 210 / Train] 
[Epoch 210 / Train] 
[Epoch 210 / Train] 
[Epoch 210 / Train] 
[Epoch 210 / Train] 
[Epoch 210 / Train] 
[Epoch 210 / Train] 
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[Epoch 210 / Train] 
[Epoch 210 / Train] 
[Epoch 210 / Train] 
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[Epoch 210 / Train] 
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[Epoch 210 / Train] 
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[Epoch 210 / Train] 
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[Epoch 210 / Train] 
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[Epoch 210 / Train] 
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[Epoch 210 / Train] 
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[Epoch 210 / Train] loss: 2.685408568739891 loss_mean: 2.1125275245308877 loss_max: 3.258289615750313 mse_mean: 21.98127228307724 mse_max: 46.75810313987732 mae_mean: 2.1125275245308877 mae_max: 3.258289615750313 me_mean: -0.6776010932131903 me_max: -1.083994729760103 mrmse_mean: 2.1125275245308877 mrmse_max: 3.258289615750313 mrmse_rmvar_mean: 2.231701547503471 mrmse_rmvar_max: 3.1962772327661515 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.04880084614083171 log_var_max: 0.009345839307177813
[Epoch 210 / Val] 
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[Epoch 210 / Val] loss: 4.560887280941009 loss_mean: 3.5024501354694366 loss_max: 5.619324427127838 mse_mean: 47.373311168670654 mse_max: 105.75289860534669 mae_mean: 3.5024501354694366 mae_max: 5.619324427127838 me_mean: -0.9478951895062346 me_max: -1.6978334755077957 mrmse_mean: 3.5024501354694366 mrmse_max: 5.619324427127838 mrmse_rmvar_mean: 3.5054099588394165 mrmse_rmvar_max: 5.435540900707245 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.044578798923641444 log_var_max: 0.00558425616286695
[Epoch 211 / Train] 
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[Epoch 211 / Train] 
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[Epoch 211 / Train] 
[Epoch 211 / Train] 
[Epoch 211 / Train] 
[Epoch 211 / Train] 
[Epoch 211 / Train] 
[Epoch 211 / Train] 
[Epoch 211 / Train] 
[Epoch 211 / Train] 
[Epoch 211 / Train] 
[Epoch 211 / Train] 
[Epoch 211 / Train] 
[Epoch 211 / Train] 
[Epoch 211 / Train] 
[Epoch 211 / Train] 
[Epoch 211 / Train] 
[Epoch 211 / Train] 
[Epoch 211 / Train] 
[Epoch 211 / Train] 
[Epoch 211 / Train] 
[Epoch 211 / Train] 
[Epoch 211 / Train] 
[Epoch 211 / Train] 
[Epoch 211 / Train] 
[Epoch 211 / Train] 
[Epoch 211 / Train] 
[Epoch 211 / Train] 
[Epoch 211 / Train] 
[Epoch 211 / Train] 
[Epoch 211 / Train] 
[Epoch 211 / Train] 
[Epoch 211 / Train] 
[Epoch 211 / Train] 
[Epoch 211 / Train] 
[Epoch 211 / Train] 
[Epoch 211 / Train] 
[Epoch 211 / Train] 
[Epoch 211 / Train] 
[Epoch 211 / Train] 
[Epoch 211 / Train] 
[Epoch 211 / Train] 
[Epoch 211 / Train] 
[Epoch 211 / Train] 
[Epoch 211 / Train] 
[Epoch 211 / Train] 
[Epoch 211 / Train] 
[Epoch 211 / Train] 
[Epoch 211 / Train] 
[Epoch 211 / Train] 
[Epoch 211 / Train] 
[Epoch 211 / Train] 
[Epoch 211 / Train] 
[Epoch 211 / Train] 
[Epoch 211 / Train] 
[Epoch 211 / Train] 
[Epoch 211 / Train] 
[Epoch 211 / Train] 
[Epoch 211 / Train] 
[Epoch 211 / Train] 
[Epoch 211 / Train] 
[Epoch 211 / Train] 
[Epoch 211 / Train] 
[Epoch 211 / Train] 
[Epoch 211 / Train] 
[Epoch 211 / Train] 
[Epoch 211 / Train] 
[Epoch 211 / Train] 
[Epoch 211 / Train] 
[Epoch 211 / Train] 
[Epoch 211 / Train] 
[Epoch 211 / Train] 
[Epoch 211 / Train] 
[Epoch 211 / Train] 
[Epoch 211 / Train] 
[Epoch 211 / Train] 
[Epoch 211 / Train] 
[Epoch 211 / Train] 
[Epoch 211 / Train] 
[Epoch 211 / Train] 
[Epoch 211 / Train] 
[Epoch 211 / Train] 
[Epoch 211 / Train] 
[Epoch 211 / Train] 
[Epoch 211 / Train] 
[Epoch 211 / Train] loss: 2.675167957186699 loss_mean: 2.1052090055942534 loss_max: 3.2451269073486326 mse_mean: 21.920172570228576 mse_max: 46.38590590763092 mae_mean: 2.1052090055942534 mae_max: 3.2451269073486326 me_mean: -0.6735871106002597 me_max: -1.0639064799328335 mrmse_mean: 2.1052090055942534 mrmse_max: 3.2451269073486326 mrmse_rmvar_mean: 2.223047743201256 mrmse_rmvar_max: 3.1806569586992266 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.04834033321961761 log_var_max: 0.010606335679069162
[Epoch 211 / Val] 
[Epoch 211 / Val] 
[Epoch 211 / Val] 
[Epoch 211 / Val] 
[Epoch 211 / Val] 
[Epoch 211 / Val] 
[Epoch 211 / Val] 
[Epoch 211 / Val] 
[Epoch 211 / Val] 
[Epoch 211 / Val] 
[Epoch 211 / Val] 
[Epoch 211 / Val] 
[Epoch 211 / Val] 
[Epoch 211 / Val] 
[Epoch 211 / Val] 
[Epoch 211 / Val] 
[Epoch 211 / Val] 
[Epoch 211 / Val] 
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[Epoch 211 / Val] 
[Epoch 211 / Val] 
[Epoch 211 / Val] 
[Epoch 211 / Val] 
[Epoch 211 / Val] 
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[Epoch 211 / Val] loss: 4.445446112155914 loss_mean: 3.3923167345523835 loss_max: 5.498575487613678 mse_mean: 45.377031616210935 mse_max: 102.69776280975341 mae_mean: 3.3923167345523835 mae_max: 5.498575487613678 me_mean: -0.9177422930421307 me_max: -1.601347168615088 mrmse_mean: 3.3923167345523835 mrmse_max: 5.498575487613678 mrmse_rmvar_mean: 3.4030136914253233 mrmse_rmvar_max: 5.314297247886658 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.039761829879134895 log_var_max: 0.008343476744834334
[Epoch 212 / Train] 
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[Epoch 212 / Train] 
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[Epoch 212 / Train] 
[Epoch 212 / Train] loss: 2.7047440584897995 loss_mean: 2.12908323264122 loss_max: 3.2804048840999602 mse_mean: 22.250975534439085 mse_max: 47.20885110092163 mae_mean: 2.12908323264122 mae_max: 3.2804048840999602 me_mean: -0.682554634001106 me_max: -1.0806107107048737 mrmse_mean: 2.12908323264122 mrmse_max: 3.2804048840999602 mrmse_rmvar_mean: 2.2440662577152253 mrmse_rmvar_max: 3.2147085322141646 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.04840550897270441 log_var_max: 0.010181950710713863
[Epoch 212 / Val] 
[Epoch 212 / Val] 
[Epoch 212 / Val] 
[Epoch 212 / Val] 
[Epoch 212 / Val] 
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[Epoch 212 / Val] loss: 4.673231582641602 loss_mean: 3.605772836446762 loss_max: 5.740690333843231 mse_mean: 49.576080978393556 mse_max: 109.67744384765625 mae_mean: 3.605772836446762 mae_max: 5.740690333843231 me_mean: -0.706293247431051 me_max: -1.359612692790106 mrmse_mean: 3.605772836446762 mrmse_max: 5.740690333843231 mrmse_rmvar_mean: 3.6043078813552856 mrmse_rmvar_max: 5.557528321743011 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.0457724621668458 log_var_max: 0.012302510331384837
[Epoch 213 / Train] 
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[Epoch 213 / Train] loss: 2.716948601126671 loss_mean: 2.1384139288663864 loss_max: 3.2954832693338396 mse_mean: 22.559714935302733 mse_max: 47.80262027168274 mae_mean: 2.1384139288663864 mae_max: 3.2954832693338396 me_mean: -0.6894426624596527 me_max: -1.0920052639274855 mrmse_mean: 2.1384139288663864 mrmse_max: 3.2954832693338396 mrmse_rmvar_mean: 2.255254367828369 mrmse_rmvar_max: 3.232802088022232 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.04818084982410073 log_var_max: 0.009868261583149433
[Epoch 213 / Val] 
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[Epoch 213 / Val] loss: 4.453281470775604 loss_mean: 3.4061327149868013 loss_max: 5.500430222511292 mse_mean: 45.871610656738284 mse_max: 103.52323766326904 mae_mean: 3.4061327149868013 mae_max: 5.500430222511292 me_mean: -0.8945986479544081 me_max: -1.5288275711616734 mrmse_mean: 3.4061327149868013 mrmse_max: 5.500430222511292 mrmse_rmvar_mean: 3.4214035210609435 mrmse_rmvar_max: 5.321820785045624 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.04529726391285658 log_var_max: 0.009205842786468566
[Epoch 214 / Train] 
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[Epoch 214 / Train] 
[Epoch 214 / Train] 
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[Epoch 214 / Train] 
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[Epoch 214 / Train] 
[Epoch 214 / Train] 
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[Epoch 214 / Train] 
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[Epoch 214 / Train] 
[Epoch 214 / Train] 
[Epoch 214 / Train] 
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[Epoch 214 / Train] 
[Epoch 214 / Train] 
[Epoch 214 / Train] 
[Epoch 214 / Train] 
[Epoch 214 / Train] 
[Epoch 214 / Train] 
[Epoch 214 / Train] 
[Epoch 214 / Train] 
[Epoch 214 / Train] 
[Epoch 214 / Train] 
[Epoch 214 / Train] 
[Epoch 214 / Train] 
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[Epoch 214 / Train] 
[Epoch 214 / Train] 
[Epoch 214 / Train] 
[Epoch 214 / Train] 
[Epoch 214 / Train] 
[Epoch 214 / Train] 
[Epoch 214 / Train] 
[Epoch 214 / Train] 
[Epoch 214 / Train] 
[Epoch 214 / Train] 
[Epoch 214 / Train] 
[Epoch 214 / Train] 
[Epoch 214 / Train] 
[Epoch 214 / Train] 
[Epoch 214 / Train] 
[Epoch 214 / Train] 
[Epoch 214 / Train] 
[Epoch 214 / Train] 
[Epoch 214 / Train] 
[Epoch 214 / Train] 
[Epoch 214 / Train] 
[Epoch 214 / Train] 
[Epoch 214 / Train] 
[Epoch 214 / Train] 
[Epoch 214 / Train] 
[Epoch 214 / Train] 
[Epoch 214 / Train] 
[Epoch 214 / Train] 
[Epoch 214 / Train] 
[Epoch 214 / Train] 
[Epoch 214 / Train] 
[Epoch 214 / Train] 
[Epoch 214 / Train] loss: 2.6979557942152024 loss_mean: 2.125559372425079 loss_max: 3.2703522192239762 mse_mean: 22.14725718832016 mse_max: 46.71445604610443 mae_mean: 2.125559372425079 mae_max: 3.2703522192239762 me_mean: -0.6740263102900935 me_max: -1.067808871280402 mrmse_mean: 2.125559372425079 mrmse_max: 3.2703522192239762 mrmse_rmvar_mean: 2.237858280181885 mrmse_rmvar_max: 3.2014136793613432 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.047109117314219476 log_var_max: 0.01048042325442657
[Epoch 214 / Val] 
[Epoch 214 / Val] 
[Epoch 214 / Val] 
[Epoch 214 / Val] 
[Epoch 214 / Val] 
[Epoch 214 / Val] 
[Epoch 214 / Val] 
[Epoch 214 / Val] 
[Epoch 214 / Val] 
[Epoch 214 / Val] 
[Epoch 214 / Val] 
[Epoch 214 / Val] 
[Epoch 214 / Val] 
[Epoch 214 / Val] 
[Epoch 214 / Val] 
[Epoch 214 / Val] 
[Epoch 214 / Val] 
[Epoch 214 / Val] 
[Epoch 214 / Val] 
[Epoch 214 / Val] 
[Epoch 214 / Val] 
[Epoch 214 / Val] 
[Epoch 214 / Val] 
[Epoch 214 / Val] 
[Epoch 214 / Val] 
[Epoch 214 / Val] 
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[Epoch 214 / Val] 
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[Epoch 214 / Val] 
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[Epoch 214 / Val] loss: 4.558131089687348 loss_mean: 3.502745237112045 loss_max: 5.613516954898834 mse_mean: 47.69585034942627 mse_max: 106.8238674621582 mae_mean: 3.502745237112045 mae_max: 5.613516954898834 me_mean: -0.7515317873777821 me_max: -1.2692794350366456 mrmse_mean: 3.502745237112045 mrmse_max: 5.613516954898834 mrmse_rmvar_mean: 3.5075052514076233 mrmse_rmvar_max: 5.430911561012268 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.04384968280419707 log_var_max: 0.009374359781388193
[Epoch 215 / Train] 
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[Epoch 215 / Train] 
[Epoch 215 / Train] 
[Epoch 215 / Train] 
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[Epoch 215 / Train] 
[Epoch 215 / Train] 
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[Epoch 215 / Train] 
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[Epoch 215 / Train] 
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[Epoch 215 / Train] 
[Epoch 215 / Train] 
[Epoch 215 / Train] 
[Epoch 215 / Train] 
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[Epoch 215 / Train] 
[Epoch 215 / Train] 
[Epoch 215 / Train] 
[Epoch 215 / Train] 
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[Epoch 215 / Train] 
[Epoch 215 / Train] 
[Epoch 215 / Train] 
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[Epoch 215 / Train] 
[Epoch 215 / Train] loss: 2.6585887702703475 loss_mean: 2.0903804931640626 loss_max: 3.226797047495842 mse_mean: 21.537465752601623 mse_max: 45.72616030979157 mae_mean: 2.0903804931640626 mae_max: 3.226797047495842 me_mean: -0.6561050906167002 me_max: -1.0498498849541937 mrmse_mean: 2.0903804931640626 mrmse_max: 3.226797047495842 mrmse_rmvar_mean: 2.2080155556201935 mrmse_rmvar_max: 3.161937699198723 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.047465116385370494 log_var_max: 0.010126686639152466
[Epoch 215 / Val] 
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[Epoch 215 / Val] 
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[Epoch 215 / Val] loss: 4.524605047225952 loss_mean: 3.461313439130783 loss_max: 5.587896645069122 mse_mean: 46.76218761062622 mse_max: 105.05569996643067 mae_mean: 3.461313439130783 mae_max: 5.587896645069122 me_mean: -0.9889671255694702 me_max: -1.7964559363797308 mrmse_mean: 3.461313439130783 mrmse_max: 5.587896645069122 mrmse_rmvar_mean: 3.46695112991333 mrmse_rmvar_max: 5.402504937171936 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.04112075384706259 log_var_max: 0.00894727725489065
[Epoch 216 / Train] 
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[Epoch 216 / Train] 
[Epoch 216 / Train] 
[Epoch 216 / Train] 
[Epoch 216 / Train] 
[Epoch 216 / Train] loss: 2.685963038086891 loss_mean: 2.1136015976667406 loss_max: 3.2583244746923445 mse_mean: 21.889768647193907 mse_max: 46.584109777450564 mae_mean: 2.1136015976667406 mae_max: 3.2583244746923445 me_mean: -0.6752591643475462 me_max: -1.0736000304939226 mrmse_mean: 2.1136015976667406 mrmse_max: 3.2583244746923445 mrmse_rmvar_mean: 2.2287591537237166 mrmse_rmvar_max: 3.1931666243076324 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.04699042431265116 log_var_max: 0.010510454420000315
[Epoch 216 / Val] 
[Epoch 216 / Val] 
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[Epoch 216 / Val] 
[Epoch 216 / Val] loss: 4.5329874672889705 loss_mean: 3.4827349379062653 loss_max: 5.58324000120163 mse_mean: 47.48707369232178 mse_max: 105.8733196029663 mae_mean: 3.4827349379062653 mae_max: 5.58324000120163 me_mean: -0.8061963423592969 me_max: -1.4254363375809043 mrmse_mean: 3.4827349379062653 mrmse_max: 5.58324000120163 mrmse_rmvar_mean: 3.4887462668418885 mrmse_rmvar_max: 5.397974992752075 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.04264463250339031 log_var_max: 0.011154768198728562
[Epoch 217 / Train] 
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[Epoch 217 / Train] 
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[Epoch 217 / Train] 
[Epoch 217 / Train] 
[Epoch 217 / Train] loss: 2.689030597448349 loss_mean: 2.113936234474182 loss_max: 3.2641249685287477 mse_mean: 22.14487797832489 mse_max: 47.02322822284698 mae_mean: 2.113936234474182 mae_max: 3.2641249685287477 me_mean: -0.6852547431085259 me_max: -1.087423542400822 mrmse_mean: 2.113936234474182 mrmse_max: 3.2641249685287477 mrmse_rmvar_mean: 2.2317016028165817 mrmse_rmvar_max: 3.1982833313941956 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.04699427333846688 log_var_max: 0.010138272368349134
[Epoch 217 / Val] 
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[Epoch 217 / Val] loss: 4.5975949311256405 loss_mean: 3.5282478914260866 loss_max: 5.666941966533661 mse_mean: 47.49765672302246 mse_max: 106.88898192596436 mae_mean: 3.5282478914260866 mae_max: 5.666941966533661 me_mean: -0.7817676555359503 me_max: -1.238868047696771 mrmse_mean: 3.5282478914260866 mrmse_max: 5.666941966533661 mrmse_rmvar_mean: 3.5235857729911806 mrmse_rmvar_max: 5.474606303215027 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.044237854652106764 log_var_max: 0.008809995200950653
[Epoch 218 / Train] 
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[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
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[Epoch 218 / Train] 
[Epoch 218 / Train] 
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[Epoch 218 / Train] 
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[Epoch 218 / Train] 
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[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
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[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
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[Epoch 218 / Train] 
[Epoch 218 / Train] 
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[Epoch 218 / Train] 
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[Epoch 218 / Train] 
[Epoch 218 / Train] 
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[Epoch 218 / Train] 
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[Epoch 218 / Train] 
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[Epoch 218 / Train] 
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[Epoch 218 / Train] 
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[Epoch 218 / Train] 
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[Epoch 218 / Train] 
[Epoch 218 / Train] 
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[Epoch 218 / Train] 
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[Epoch 218 / Train] 
[Epoch 218 / Train] 
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[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
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[Epoch 218 / Train] 
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[Epoch 218 / Train] 
[Epoch 218 / Train] 
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[Epoch 218 / Train] 
[Epoch 218 / Train] 
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[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
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[Epoch 218 / Train] 
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[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
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[Epoch 218 / Train] 
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[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
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[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
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[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] 
[Epoch 218 / Train] loss: 2.6732847954034806 loss_mean: 2.103661353826523 loss_max: 3.242908229470253 mse_mean: 21.807383873939514 mse_max: 46.30392346096039 mae_mean: 2.103661353826523 mae_max: 3.242908229470253 me_mean: -0.6683781646009301 me_max: -1.0606491382322274 mrmse_mean: 2.103661353826523 mrmse_max: 3.242908229470253 mrmse_rmvar_mean: 2.2229457365274428 mrmse_rmvar_max: 3.1805910831689834 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.047205328918993476 log_var_max: 0.010052661960478873
[Epoch 218 / Val] 
[Epoch 218 / Val] 
[Epoch 218 / Val] 
[Epoch 218 / Val] 
[Epoch 218 / Val] 
[Epoch 218 / Val] 
[Epoch 218 / Val] 
[Epoch 218 / Val] 
[Epoch 218 / Val] 
[Epoch 218 / Val] 
[Epoch 218 / Val] 
[Epoch 218 / Val] 
[Epoch 218 / Val] 
[Epoch 218 / Val] 
[Epoch 218 / Val] 
[Epoch 218 / Val] 
[Epoch 218 / Val] 
[Epoch 218 / Val] 
[Epoch 218 / Val] 
[Epoch 218 / Val] 
[Epoch 218 / Val] 
[Epoch 218 / Val] 
[Epoch 218 / Val] 
[Epoch 218 / Val] 
[Epoch 218 / Val] 
[Epoch 218 / Val] 
[Epoch 218 / Val] 
[Epoch 218 / Val] 
[Epoch 218 / Val] 
[Epoch 218 / Val] 
[Epoch 218 / Val] 
[Epoch 218 / Val] 
[Epoch 218 / Val] 
[Epoch 218 / Val] 
[Epoch 218 / Val] 
[Epoch 218 / Val] 
[Epoch 218 / Val] 
[Epoch 218 / Val] 
[Epoch 218 / Val] 
[Epoch 218 / Val] 
[Epoch 218 / Val] 
[Epoch 218 / Val] 
[Epoch 218 / Val] 
[Epoch 218 / Val] 
[Epoch 218 / Val] 
[Epoch 218 / Val] 
[Epoch 218 / Val] 
[Epoch 218 / Val] 
[Epoch 218 / Val] 
[Epoch 218 / Val] 
[Epoch 218 / Val] 
[Epoch 218 / Val] 
[Epoch 218 / Val] 
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[Epoch 218 / Val] 
[Epoch 218 / Val] 
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[Epoch 218 / Val] loss: 4.448308569431305 loss_mean: 3.3984239706993105 loss_max: 5.498193176269531 mse_mean: 45.744224090576175 mse_max: 103.16038851165771 mae_mean: 3.3984239706993105 mae_max: 5.498193176269531 me_mean: -1.0765060022287072 me_max: -1.7877179592698813 mrmse_mean: 3.3984239706993105 mrmse_max: 5.498193176269531 mrmse_rmvar_mean: 3.4175903079509733 mrmse_rmvar_max: 5.328358817577362 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.04290132843703032 log_var_max: 0.01157694984972477
[Epoch 219 / Train] 
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[Epoch 219 / Train] 
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[Epoch 219 / Train] 
[Epoch 219 / Train] 
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[Epoch 219 / Train] loss: 2.667945340633392 loss_mean: 2.0977599196434022 loss_max: 3.238130754351616 mse_mean: 21.697414461612702 mse_max: 46.16009748077393 mae_mean: 2.0977599196434022 mae_max: 3.238130754351616 me_mean: -0.665488321322744 me_max: -1.0609110832512378 mrmse_mean: 2.0977599196434022 mrmse_max: 3.238130754351616 mrmse_rmvar_mean: 2.2155454045534135 mrmse_rmvar_max: 3.174081760287285 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.04762872622162104 log_var_max: 0.009758804560638963
[Epoch 219 / Val] 
[Epoch 219 / Val] 
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[Epoch 219 / Val] loss: 4.4648540234565735 loss_mean: 3.4164326457977294 loss_max: 5.513275412082672 mse_mean: 46.23302255630493 mse_max: 104.25039447021484 mae_mean: 3.4164326457977294 mae_max: 5.513275412082672 me_mean: -1.2900624293815344 me_max: -2.207973982261494 mrmse_mean: 3.4164326457977294 mrmse_max: 5.513275412082672 mrmse_rmvar_mean: 3.4386770272254945 mrmse_rmvar_max: 5.346588005065918 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.04273987758159638 log_var_max: 0.008483451502397656
[Epoch 220 / Train] 
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[Epoch 220 / Train] loss: 2.7019288740158083 loss_mean: 2.12666527736187 loss_max: 3.277192470431328 mse_mean: 22.236293644428255 mse_max: 47.16733882522583 mae_mean: 2.12666527736187 mae_max: 3.277192470431328 me_mean: -0.6932919099990977 me_max: -1.1019246759975794 mrmse_mean: 2.12666527736187 mrmse_max: 3.277192470431328 mrmse_rmvar_mean: 2.242063275575638 mrmse_rmvar_max: 3.2115937485694883 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.0477896539568901 log_var_max: 0.010206421713344753
[Epoch 220 / Val] 
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[Epoch 220 / Val] loss: 4.483798457145691 loss_mean: 3.4428026742935183 loss_max: 5.52479425573349 mse_mean: 47.2753631362915 mse_max: 105.6666565322876 mae_mean: 3.4428026742935183 mae_max: 5.52479425573349 me_mean: -0.9745223002117127 me_max: -1.8159825257845224 mrmse_mean: 3.4428026742935183 mrmse_max: 5.52479425573349 mrmse_rmvar_mean: 3.469036955833435 mrmse_rmvar_max: 5.363549122333526 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.04316046457737684 log_var_max: 0.008697798279114068
[Epoch 221 / Train] 
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[Epoch 221 / Train] 
[Epoch 221 / Train] 
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[Epoch 221 / Train] 
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[Epoch 221 / Train] 
[Epoch 221 / Train] 
[Epoch 221 / Train] 
[Epoch 221 / Train] 
[Epoch 221 / Train] 
[Epoch 221 / Train] 
[Epoch 221 / Train] 
[Epoch 221 / Train] 
[Epoch 221 / Train] 
[Epoch 221 / Train] 
[Epoch 221 / Train] 
[Epoch 221 / Train] 
[Epoch 221 / Train] 
[Epoch 221 / Train] 
[Epoch 221 / Train] 
[Epoch 221 / Train] 
[Epoch 221 / Train] 
[Epoch 221 / Train] 
[Epoch 221 / Train] 
[Epoch 221 / Train] 
[Epoch 221 / Train] 
[Epoch 221 / Train] 
[Epoch 221 / Train] 
[Epoch 221 / Train] 
[Epoch 221 / Train] 
[Epoch 221 / Train] 
[Epoch 221 / Train] 
[Epoch 221 / Train] 
[Epoch 221 / Train] 
[Epoch 221 / Train] 
[Epoch 221 / Train] loss: 2.6754771797657013 loss_mean: 2.109853133559227 loss_max: 3.2411012254953384 mse_mean: 21.9940127658844 mse_max: 46.233514105796814 mae_mean: 2.109853133559227 mae_max: 3.2411012254953384 me_mean: -0.6704843077065888 me_max: -1.0561509349172702 mrmse_mean: 2.109853133559227 mrmse_max: 3.2411012254953384 mrmse_rmvar_mean: 2.2268133265972136 mrmse_rmvar_max: 3.1761349238157273 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.047507357835769655 log_var_max: 0.009756276276428253
[Epoch 221 / Val] 
[Epoch 221 / Val] 
[Epoch 221 / Val] 
[Epoch 221 / Val] 
[Epoch 221 / Val] 
[Epoch 221 / Val] 
[Epoch 221 / Val] 
[Epoch 221 / Val] 
[Epoch 221 / Val] 
[Epoch 221 / Val] 
[Epoch 221 / Val] 
[Epoch 221 / Val] 
[Epoch 221 / Val] 
[Epoch 221 / Val] 
[Epoch 221 / Val] 
[Epoch 221 / Val] 
[Epoch 221 / Val] 
[Epoch 221 / Val] 
[Epoch 221 / Val] 
[Epoch 221 / Val] 
[Epoch 221 / Val] 
[Epoch 221 / Val] 
[Epoch 221 / Val] 
[Epoch 221 / Val] 
[Epoch 221 / Val] 
[Epoch 221 / Val] 
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[Epoch 221 / Val] 
[Epoch 221 / Val] 
[Epoch 221 / Val] 
[Epoch 221 / Val] 
[Epoch 221 / Val] 
[Epoch 221 / Val] 
[Epoch 221 / Val] 
[Epoch 221 / Val] 
[Epoch 221 / Val] 
[Epoch 221 / Val] 
[Epoch 221 / Val] 
[Epoch 221 / Val] 
[Epoch 221 / Val] 
[Epoch 221 / Val] 
[Epoch 221 / Val] 
[Epoch 221 / Val] 
[Epoch 221 / Val] 
[Epoch 221 / Val] 
[Epoch 221 / Val] 
[Epoch 221 / Val] 
[Epoch 221 / Val] 
[Epoch 221 / Val] 
[Epoch 221 / Val] 
[Epoch 221 / Val] loss: 4.438508031368255 loss_mean: 3.3959155297279358 loss_max: 5.4811005210876464 mse_mean: 45.65077317428589 mse_max: 102.37862281036377 mae_mean: 3.3959155297279358 mae_max: 5.4811005210876464 me_mean: -1.1071548640970141 me_max: -2.0919808444804513 mrmse_mean: 3.3959155297279358 mrmse_max: 5.4811005210876464 mrmse_rmvar_mean: 3.4211392164230348 mrmse_rmvar_max: 5.311868318557739 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.041912345245480535 log_var_max: 0.011230585720390082
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
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[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
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[Epoch 222 / Train] 
[Epoch 222 / Train] 
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[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
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[Epoch 222 / Train] 
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[Epoch 222 / Train] 
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[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] 
[Epoch 222 / Train] loss: 2.6646931787729264 loss_mean: 2.0966282151937485 loss_max: 3.2327581473588944 mse_mean: 21.70494544219971 mse_max: 46.037017652511594 mae_mean: 2.0966282151937485 mae_max: 3.2327581473588944 me_mean: -0.6657274940105854 me_max: -1.0592854216238483 mrmse_mean: 2.0966282151937485 mrmse_max: 3.2327581473588944 mrmse_rmvar_mean: 2.214050199866295 mrmse_rmvar_max: 3.1676181316375733 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.04737768110260367 log_var_max: 0.009305152591783553
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
[Epoch 222 / Val] 
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[Epoch 222 / Val] loss: 4.463739353895187 loss_mean: 3.4220448253154756 loss_max: 5.505433895587921 mse_mean: 45.7581422328949 mse_max: 103.48258029556274 mae_mean: 3.4220448253154756 mae_max: 5.505433895587921 me_mean: -0.8430742182913237 me_max: -1.4332235027235 mrmse_mean: 3.4220448253154756 mrmse_max: 5.505433895587921 mrmse_rmvar_mean: 3.429769155025482 mrmse_rmvar_max: 5.326241216659546 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.043280921440571545 log_var_max: 0.009441094303503633
[Epoch 223 / Train] 
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[Epoch 223 / Train] loss: 2.6949635326862333 loss_mean: 2.1202746789455413 loss_max: 3.269652382731438 mse_mean: 22.26032178783417 mse_max: 47.28733041667938 mae_mean: 2.1202746789455413 mae_max: 3.269652382731438 me_mean: -0.6820242163803195 me_max: -1.0857936001913622 mrmse_mean: 2.1202746789455413 mrmse_max: 3.269652382731438 mrmse_rmvar_mean: 2.2369143657684325 mrmse_rmvar_max: 3.2042862268686294 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.04747519555687904 log_var_max: 0.00923955367039889
[Epoch 223 / Val] 
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[Epoch 223 / Val] 
[Epoch 223 / Val] loss: 4.517689423561096 loss_mean: 3.4575928542613985 loss_max: 5.57778597164154 mse_mean: 46.90680414581299 mse_max: 106.16404759216309 mae_mean: 3.4575928542613985 mae_max: 5.57778597164154 me_mean: -0.8845265733767301 me_max: -1.4359604036975653 mrmse_mean: 3.4575928542613985 mrmse_max: 5.57778597164154 mrmse_rmvar_mean: 3.4760055637359617 mrmse_rmvar_max: 5.406185808658599 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.04173947270587087 log_var_max: 0.008484808255918325
[Epoch 224 / Train] 
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[Epoch 224 / Train] 
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[Epoch 224 / Train] loss: 2.6375780625343324 loss_mean: 2.0725332370996474 loss_max: 3.2026228910684584 mse_mean: 21.266443866729738 mse_max: 45.41204071903229 mae_mean: 2.0725332370996474 mae_max: 3.2026228910684584 me_mean: -0.6404871601777268 me_max: -1.0283028996025678 mrmse_mean: 2.0725332370996474 mrmse_max: 3.2026228910684584 mrmse_rmvar_mean: 2.1976585664749146 mrmse_rmvar_max: 3.147096488237381 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.04753195046260953 log_var_max: 0.009062286605127156
[Epoch 224 / Val] 
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[Epoch 224 / Val] loss: 4.401107136249542 loss_mean: 3.3655517692565917 loss_max: 5.436662511348724 mse_mean: 45.5600280456543 mse_max: 102.91836112213134 mae_mean: 3.3655517692565917 mae_max: 5.436662511348724 me_mean: -0.97654542897176 me_max: -1.6689375571832061 mrmse_mean: 3.3655517692565917 mrmse_max: 5.436662511348724 mrmse_rmvar_mean: 3.389059603691101 mrmse_rmvar_max: 5.2706235971450806 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.042052798725664614 log_var_max: 0.008345969262067229
[Epoch 225 / Train] 
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[Epoch 225 / Train] loss: 2.6813920835256577 loss_mean: 2.1151414281129837 loss_max: 3.2476427451372145 mse_mean: 22.025144950389862 mse_max: 46.48340616607666 mae_mean: 2.1151414281129837 mae_max: 3.2476427451372145 me_mean: -0.6686471935935333 me_max: -1.0577901112344117 mrmse_mean: 2.1151414281129837 mrmse_max: 3.2476427451372145 mrmse_rmvar_mean: 2.230162279486656 mrmse_rmvar_max: 3.1815712448358537 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.04638719656690955 log_var_max: 0.009231504762079566
[Epoch 225 / Val] 
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[Epoch 225 / Val] loss: 4.483926766395569 loss_mean: 3.4370455360412597 loss_max: 5.530808003425598 mse_mean: 46.88850522232055 mse_max: 105.97115296936035 mae_mean: 3.4370455360412597 mae_max: 5.530808003425598 me_mean: -0.7344330102184904 me_max: -1.3452507199542596 mrmse_mean: 3.4370455360412597 mrmse_max: 5.530808003425598 mrmse_rmvar_mean: 3.4551824126243593 mrmse_rmvar_max: 5.3591703181266785 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.04540055825561285 log_var_max: 0.00845948744378984
[Epoch 226 / Train] 
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[Epoch 226 / Train] 
[Epoch 226 / Train] 
[Epoch 226 / Train] 
[Epoch 226 / Train] 
[Epoch 226 / Train] 
[Epoch 226 / Train] 
[Epoch 226 / Train] 
[Epoch 226 / Train] 
[Epoch 226 / Train] 
[Epoch 226 / Train] 
[Epoch 226 / Train] 
[Epoch 226 / Train] 
[Epoch 226 / Train] 
[Epoch 226 / Train] 
[Epoch 226 / Train] 
[Epoch 226 / Train] 
[Epoch 226 / Train] 
[Epoch 226 / Train] 
[Epoch 226 / Train] 
[Epoch 226 / Train] 
[Epoch 226 / Train] 
[Epoch 226 / Train] 
[Epoch 226 / Train] 
[Epoch 226 / Train] 
[Epoch 226 / Train] 
[Epoch 226 / Train] 
[Epoch 226 / Train] 
[Epoch 226 / Train] 
[Epoch 226 / Train] 
[Epoch 226 / Train] 
[Epoch 226 / Train] 
[Epoch 226 / Train] 
[Epoch 226 / Train] 
[Epoch 226 / Train] 
[Epoch 226 / Train] 
[Epoch 226 / Train] 
[Epoch 226 / Train] 
[Epoch 226 / Train] 
[Epoch 226 / Train] 
[Epoch 226 / Train] 
[Epoch 226 / Train] 
[Epoch 226 / Train] 
[Epoch 226 / Train] 
[Epoch 226 / Train] 
[Epoch 226 / Train] 
[Epoch 226 / Train] 
[Epoch 226 / Train] 
[Epoch 226 / Train] 
[Epoch 226 / Train] 
[Epoch 226 / Train] 
[Epoch 226 / Train] 
[Epoch 226 / Train] 
[Epoch 226 / Train] 
[Epoch 226 / Train] 
[Epoch 226 / Train] 
[Epoch 226 / Train] 
[Epoch 226 / Train] 
[Epoch 226 / Train] 
[Epoch 226 / Train] 
[Epoch 226 / Train] 
[Epoch 226 / Train] 
[Epoch 226 / Train] 
[Epoch 226 / Train] 
[Epoch 226 / Train] 
[Epoch 226 / Train] 
[Epoch 226 / Train] 
[Epoch 226 / Train] 
[Epoch 226 / Train] 
[Epoch 226 / Train] 
[Epoch 226 / Train] loss: 2.6373542902469636 loss_mean: 2.073951908349991 loss_max: 3.2007566727399825 mse_mean: 21.36791764640808 mse_max: 45.26792091464996 mae_mean: 2.073951908349991 mae_max: 3.2007566727399825 me_mean: -0.6473462920253514 me_max: -1.0307501490241848 mrmse_mean: 2.073951908349991 mrmse_max: 3.2007566727399825 mrmse_rmvar_mean: 2.1966489030122758 mrmse_rmvar_max: 3.1385202915668486 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.046819762118160725 log_var_max: 0.009200780521612615
[Epoch 226 / Val] 
[Epoch 226 / Val] 
[Epoch 226 / Val] 
[Epoch 226 / Val] 
[Epoch 226 / Val] 
[Epoch 226 / Val] 
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[Epoch 226 / Val] loss: 4.4633726205825806 loss_mean: 3.411364863157272 loss_max: 5.515380389213562 mse_mean: 45.951499588012695 mse_max: 103.17934544372558 mae_mean: 3.411364863157272 mae_max: 5.515380389213562 me_mean: -1.3492054651528598 me_max: -2.24198192351684 mrmse_mean: 3.411364863157272 mrmse_max: 5.515380389213562 mrmse_rmvar_mean: 3.438081458091736 mrmse_rmvar_max: 5.345924388885498 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.04186918546631932 log_var_max: 0.009577866449020802
[Epoch 227 / Train] 
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[Epoch 227 / Train] loss: 2.65562369287014 loss_mean: 2.0855215756893157 loss_max: 3.2257258169651033 mse_mean: 21.59786977338791 mse_max: 46.03979144191742 mae_mean: 2.0855215756893157 mae_max: 3.2257258169651033 me_mean: -0.6728735372379888 me_max: -1.0817776264690329 mrmse_mean: 2.0855215756893157 mrmse_max: 3.2257258169651033 mrmse_rmvar_mean: 2.2066090148687363 mrmse_rmvar_max: 3.1627317934036254 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.04660839032754302 log_var_max: 0.009182632202748208
[Epoch 227 / Val] 
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[Epoch 227 / Val] loss: 4.551587594032288 loss_mean: 3.5154764058589936 loss_max: 5.587698807239533 mse_mean: 47.65270576095581 mse_max: 104.37790911865234 mae_mean: 3.5154764058589936 mae_max: 5.587698807239533 me_mean: -0.7461019376547265 me_max: -1.5274144249744714 mrmse_mean: 3.5154764058589936 mrmse_max: 5.587698807239533 mrmse_rmvar_mean: 3.5224216499328613 mrmse_rmvar_max: 5.409583263874054 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03964597493037581 log_var_max: 0.012595998863689601
[Epoch 228 / Train] 
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[Epoch 228 / Train] 
[Epoch 228 / Train] loss: 2.6431967368125915 loss_mean: 2.078958697557449 loss_max: 3.207434770703316 mse_mean: 21.69878645801544 mse_max: 45.86232696151733 mae_mean: 2.078958697557449 mae_max: 3.207434770703316 me_mean: -0.6699687782841501 me_max: -1.0656204158309848 mrmse_mean: 2.078958697557449 mrmse_max: 3.207434770703316 mrmse_rmvar_mean: 2.2070609971284867 mrmse_rmvar_max: 3.1517238721847534 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.046218558210879564 log_var_max: 0.009318452482111751
[Epoch 228 / Val] 
[Epoch 228 / Val] 
[Epoch 228 / Val] 
[Epoch 228 / Val] 
[Epoch 228 / Val] 
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[Epoch 228 / Val] 
[Epoch 228 / Val] loss: 4.524104116439819 loss_mean: 3.471412410259247 loss_max: 5.576795809745788 mse_mean: 46.87210422897339 mse_max: 104.7057033996582 mae_mean: 3.471412410259247 mae_max: 5.576795809745788 me_mean: -0.8960081789828837 me_max: -1.5674584537772462 mrmse_mean: 3.471412410259247 mrmse_max: 5.576795809745788 mrmse_rmvar_mean: 3.47639382648468 mrmse_rmvar_max: 5.390830377578736 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.0429022861495614 log_var_max: 0.007650587090291083
[Epoch 229 / Train] 
[Epoch 229 / Train] 
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[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] 
[Epoch 229 / Train] loss: 2.6338345777988432 loss_mean: 2.070089128255844 loss_max: 3.1975800273418424 mse_mean: 21.368830156326293 mse_max: 45.4327698764801 mae_mean: 2.070089128255844 mae_max: 3.1975800273418424 me_mean: -0.673461448508151 me_max: -1.072945311840289 mrmse_mean: 2.070089128255844 mrmse_max: 3.1975800273418424 mrmse_rmvar_mean: 2.193696609020233 mrmse_rmvar_max: 3.1379265619516374 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.046475769106298685 log_var_max: 0.009038468125276268
[Epoch 229 / Val] 
[Epoch 229 / Val] 
[Epoch 229 / Val] 
[Epoch 229 / Val] 
[Epoch 229 / Val] 
[Epoch 229 / Val] 
[Epoch 229 / Val] 
[Epoch 229 / Val] 
[Epoch 229 / Val] 
[Epoch 229 / Val] 
[Epoch 229 / Val] 
[Epoch 229 / Val] 
[Epoch 229 / Val] 
[Epoch 229 / Val] 
[Epoch 229 / Val] 
[Epoch 229 / Val] 
[Epoch 229 / Val] 
[Epoch 229 / Val] 
[Epoch 229 / Val] 
[Epoch 229 / Val] 
[Epoch 229 / Val] 
[Epoch 229 / Val] 
[Epoch 229 / Val] 
[Epoch 229 / Val] 
[Epoch 229 / Val] 
[Epoch 229 / Val] 
[Epoch 229 / Val] 
[Epoch 229 / Val] 
[Epoch 229 / Val] 
[Epoch 229 / Val] 
[Epoch 229 / Val] 
[Epoch 229 / Val] 
[Epoch 229 / Val] 
[Epoch 229 / Val] 
[Epoch 229 / Val] 
[Epoch 229 / Val] 
[Epoch 229 / Val] 
[Epoch 229 / Val] 
[Epoch 229 / Val] 
[Epoch 229 / Val] 
[Epoch 229 / Val] 
[Epoch 229 / Val] 
[Epoch 229 / Val] 
[Epoch 229 / Val] 
[Epoch 229 / Val] 
[Epoch 229 / Val] 
[Epoch 229 / Val] 
[Epoch 229 / Val] 
[Epoch 229 / Val] 
[Epoch 229 / Val] 
[Epoch 229 / Val] 
[Epoch 229 / Val] 
[Epoch 229 / Val] 
[Epoch 229 / Val] 
[Epoch 229 / Val] 
[Epoch 229 / Val] 
[Epoch 229 / Val] 
[Epoch 229 / Val] 
[Epoch 229 / Val] 
[Epoch 229 / Val] 
[Epoch 229 / Val] 
[Epoch 229 / Val] 
[Epoch 229 / Val] 
[Epoch 229 / Val] 
[Epoch 229 / Val] 
[Epoch 229 / Val] 
[Epoch 229 / Val] 
[Epoch 229 / Val] 
[Epoch 229 / Val] 
[Epoch 229 / Val] 
[Epoch 229 / Val] 
[Epoch 229 / Val] 
[Epoch 229 / Val] 
[Epoch 229 / Val] 
[Epoch 229 / Val] 
[Epoch 229 / Val] 
[Epoch 229 / Val] 
[Epoch 229 / Val] 
[Epoch 229 / Val] 
[Epoch 229 / Val] 
[Epoch 229 / Val] 
[Epoch 229 / Val] 
[Epoch 229 / Val] 
[Epoch 229 / Val] 
[Epoch 229 / Val] 
[Epoch 229 / Val] 
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[Epoch 229 / Val] 
[Epoch 229 / Val] 
[Epoch 229 / Val] 
[Epoch 229 / Val] 
[Epoch 229 / Val] 
[Epoch 229 / Val] 
[Epoch 229 / Val] 
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[Epoch 229 / Val] 
[Epoch 229 / Val] 
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[Epoch 229 / Val] 
[Epoch 229 / Val] 
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[Epoch 229 / Val] 
[Epoch 229 / Val] 
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[Epoch 229 / Val] 
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[Epoch 229 / Val] 
[Epoch 229 / Val] 
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[Epoch 229 / Val] 
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[Epoch 229 / Val] 
[Epoch 229 / Val] 
[Epoch 229 / Val] 
[Epoch 229 / Val] 
[Epoch 229 / Val] 
[Epoch 229 / Val] 
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[Epoch 229 / Val] loss: 4.479352577209473 loss_mean: 3.4249618220329285 loss_max: 5.533743319034577 mse_mean: 46.84371630859375 mse_max: 106.43458934020997 mae_mean: 3.4249618220329285 mae_max: 5.533743319034577 me_mean: -0.9614980186047033 me_max: -1.5698645690963604 mrmse_mean: 3.4249618220329285 mrmse_max: 5.533743319034577 mrmse_rmvar_mean: 3.451248677253723 mrmse_rmvar_max: 5.3702942237854 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.04051192105934024 log_var_max: 0.009439609143417328
[Epoch 230 / Train] 
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[Epoch 230 / Train] loss: 2.6355340975522994 loss_mean: 2.072254332065582 loss_max: 3.1988138673305513 mse_mean: 21.422700501918793 mse_max: 45.5284218044281 mae_mean: 2.072254332065582 mae_max: 3.1988138673305513 me_mean: -0.6524287911969732 me_max: -1.0453476637641435 mrmse_mean: 2.072254332065582 mrmse_max: 3.1988138673305513 mrmse_rmvar_mean: 2.198055848360062 mrmse_rmvar_max: 3.1421832978725432 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.04643818580359221 log_var_max: 0.008918618598952889
[Epoch 230 / Val] 
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[Epoch 230 / Val] loss: 4.390648523330689 loss_mean: 3.348372235774994 loss_max: 5.432924819946289 mse_mean: 44.87108628463745 mse_max: 101.62620188140869 mae_mean: 3.348372235774994 mae_max: 5.432924819946289 me_mean: -1.1692967669721692 me_max: -1.8379310545609333 mrmse_mean: 3.348372235774994 mrmse_max: 5.432924819946289 mrmse_rmvar_mean: 3.3704014201164245 mrmse_rmvar_max: 5.25937484884262 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.04233128370717168 log_var_max: 0.011354378435760737
[Epoch 231 / Train] 
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[Epoch 231 / Train] 
[Epoch 231 / Train] 
[Epoch 231 / Train] 
[Epoch 231 / Train] 
[Epoch 231 / Train] 
[Epoch 231 / Train] 
[Epoch 231 / Train] 
[Epoch 231 / Train] 
[Epoch 231 / Train] 
[Epoch 231 / Train] 
[Epoch 231 / Train] 
[Epoch 231 / Train] 
[Epoch 231 / Train] 
[Epoch 231 / Train] 
[Epoch 231 / Train] 
[Epoch 231 / Train] 
[Epoch 231 / Train] 
[Epoch 231 / Train] 
[Epoch 231 / Train] 
[Epoch 231 / Train] 
[Epoch 231 / Train] 
[Epoch 231 / Train] 
[Epoch 231 / Train] 
[Epoch 231 / Train] 
[Epoch 231 / Train] 
[Epoch 231 / Train] 
[Epoch 231 / Train] 
[Epoch 231 / Train] 
[Epoch 231 / Train] 
[Epoch 231 / Train] 
[Epoch 231 / Train] 
[Epoch 231 / Train] 
[Epoch 231 / Train] 
[Epoch 231 / Train] 
[Epoch 231 / Train] 
[Epoch 231 / Train] 
[Epoch 231 / Train] 
[Epoch 231 / Train] 
[Epoch 231 / Train] 
[Epoch 231 / Train] 
[Epoch 231 / Train] 
[Epoch 231 / Train] 
[Epoch 231 / Train] 
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[Epoch 231 / Train] 
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[Epoch 231 / Train] 
[Epoch 231 / Train] 
[Epoch 231 / Train] 
[Epoch 231 / Train] 
[Epoch 231 / Train] 
[Epoch 231 / Train] 
[Epoch 231 / Train] 
[Epoch 231 / Train] 
[Epoch 231 / Train] 
[Epoch 231 / Train] 
[Epoch 231 / Train] 
[Epoch 231 / Train] 
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[Epoch 231 / Train] 
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[Epoch 231 / Train] 
[Epoch 231 / Train] 
[Epoch 231 / Train] 
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[Epoch 231 / Train] 
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[Epoch 231 / Train] 
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[Epoch 231 / Train] 
[Epoch 231 / Train] 
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[Epoch 231 / Train] 
[Epoch 231 / Train] 
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[Epoch 231 / Train] 
[Epoch 231 / Train] 
[Epoch 231 / Train] 
[Epoch 231 / Train] 
[Epoch 231 / Train] 
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[Epoch 231 / Train] 
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[Epoch 231 / Train] 
[Epoch 231 / Train] 
[Epoch 231 / Train] 
[Epoch 231 / Train] 
[Epoch 231 / Train] 
[Epoch 231 / Train] 
[Epoch 231 / Train] 
[Epoch 231 / Train] 
[Epoch 231 / Train] 
[Epoch 231 / Train] loss: 2.644544360637665 loss_mean: 2.078218524515629 loss_max: 3.2108702014684676 mse_mean: 21.643580224990846 mse_max: 46.18817468261719 mae_mean: 2.078218524515629 mae_max: 3.2108702014684676 me_mean: -0.6797165245316655 me_max: -1.0927331575424177 mrmse_mean: 2.078218524515629 mrmse_max: 3.2108702014684676 mrmse_rmvar_mean: 2.2055446323156356 mrmse_rmvar_max: 3.1574670538902283 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.04597948520258069 log_var_max: 0.009660092052537948
[Epoch 231 / Val] 
[Epoch 231 / Val] 
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[Epoch 231 / Val] 
[Epoch 231 / Val] 
[Epoch 231 / Val] 
[Epoch 231 / Val] 
[Epoch 231 / Val] 
[Epoch 231 / Val] 
[Epoch 231 / Val] 
[Epoch 231 / Val] 
[Epoch 231 / Val] 
[Epoch 231 / Val] 
[Epoch 231 / Val] 
[Epoch 231 / Val] 
[Epoch 231 / Val] 
[Epoch 231 / Val] 
[Epoch 231 / Val] 
[Epoch 231 / Val] 
[Epoch 231 / Val] 
[Epoch 231 / Val] 
[Epoch 231 / Val] 
[Epoch 231 / Val] 
[Epoch 231 / Val] 
[Epoch 231 / Val] 
[Epoch 231 / Val] 
[Epoch 231 / Val] 
[Epoch 231 / Val] 
[Epoch 231 / Val] 
[Epoch 231 / Val] 
[Epoch 231 / Val] 
[Epoch 231 / Val] 
[Epoch 231 / Val] 
[Epoch 231 / Val] 
[Epoch 231 / Val] 
[Epoch 231 / Val] 
[Epoch 231 / Val] 
[Epoch 231 / Val] 
[Epoch 231 / Val] 
[Epoch 231 / Val] 
[Epoch 231 / Val] 
[Epoch 231 / Val] 
[Epoch 231 / Val] 
[Epoch 231 / Val] 
[Epoch 231 / Val] 
[Epoch 231 / Val] 
[Epoch 231 / Val] 
[Epoch 231 / Val] 
[Epoch 231 / Val] 
[Epoch 231 / Val] 
[Epoch 231 / Val] 
[Epoch 231 / Val] 
[Epoch 231 / Val] 
[Epoch 231 / Val] 
[Epoch 231 / Val] 
[Epoch 231 / Val] 
[Epoch 231 / Val] 
[Epoch 231 / Val] 
[Epoch 231 / Val] 
[Epoch 231 / Val] 
[Epoch 231 / Val] 
[Epoch 231 / Val] 
[Epoch 231 / Val] 
[Epoch 231 / Val] 
[Epoch 231 / Val] 
[Epoch 231 / Val] 
[Epoch 231 / Val] 
[Epoch 231 / Val] 
[Epoch 231 / Val] 
[Epoch 231 / Val] 
[Epoch 231 / Val] loss: 4.398575366020203 loss_mean: 3.3501253085136415 loss_max: 5.447025421619415 mse_mean: 45.17599125099182 mse_max: 103.03792492675781 mae_mean: 3.3501253085136415 mae_max: 5.447025421619415 me_mean: -1.013011282563908 me_max: -1.646296000313945 mrmse_mean: 3.3501253085136415 mrmse_max: 5.447025421619415 mrmse_rmvar_mean: 3.3710508711338045 mrmse_rmvar_max: 5.269117690563202 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.04017372175678611 log_var_max: 0.010513882344588638
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
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[Epoch 232 / Train] 
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[Epoch 232 / Train] 
[Epoch 232 / Train] 
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[Epoch 232 / Train] 
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[Epoch 232 / Train] 
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[Epoch 232 / Train] 
[Epoch 232 / Train] 
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[Epoch 232 / Train] 
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[Epoch 232 / Train] 
[Epoch 232 / Train] 
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[Epoch 232 / Train] 
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[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
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[Epoch 232 / Train] 
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[Epoch 232 / Train] 
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[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
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[Epoch 232 / Train] 
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[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
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[Epoch 232 / Train] 
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[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
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[Epoch 232 / Train] 
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[Epoch 232 / Train] 
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[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
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[Epoch 232 / Train] 
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[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
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[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
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[Epoch 232 / Train] 
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[Epoch 232 / Train] 
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[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
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[Epoch 232 / Train] 
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[Epoch 232 / Train] 
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[Epoch 232 / Train] 
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[Epoch 232 / Train] 
[Epoch 232 / Train] 
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[Epoch 232 / Train] 
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[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] 
[Epoch 232 / Train] loss: 2.6556685992479325 loss_mean: 2.0885108489394186 loss_max: 3.222826340794563 mse_mean: 21.75940732049942 mse_max: 46.34719358634949 mae_mean: 2.0885108489394186 mae_max: 3.222826340794563 me_mean: -0.6798855459745391 me_max: -1.0903469953569584 mrmse_mean: 2.0885108489394186 mrmse_max: 3.222826340794563 mrmse_rmvar_mean: 2.2105345867872237 mrmse_rmvar_max: 3.1631869468688967 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.04596319114044309 log_var_max: 0.010475160057656467
[Epoch 232 / Val] 
[Epoch 232 / Val] 
[Epoch 232 / Val] 
[Epoch 232 / Val] 
[Epoch 232 / Val] 
[Epoch 232 / Val] 
[Epoch 232 / Val] 
[Epoch 232 / Val] 
[Epoch 232 / Val] 
[Epoch 232 / Val] 
[Epoch 232 / Val] 
[Epoch 232 / Val] 
[Epoch 232 / Val] 
[Epoch 232 / Val] 
[Epoch 232 / Val] 
[Epoch 232 / Val] 
[Epoch 232 / Val] 
[Epoch 232 / Val] 
[Epoch 232 / Val] 
[Epoch 232 / Val] 
[Epoch 232 / Val] 
[Epoch 232 / Val] 
[Epoch 232 / Val] 
[Epoch 232 / Val] 
[Epoch 232 / Val] 
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[Epoch 232 / Val] 
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[Epoch 232 / Val] 
[Epoch 232 / Val] 
[Epoch 232 / Val] 
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[Epoch 232 / Val] 
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[Epoch 232 / Val] 
[Epoch 232 / Val] 
[Epoch 232 / Val] 
[Epoch 232 / Val] 
[Epoch 232 / Val] 
[Epoch 232 / Val] 
[Epoch 232 / Val] 
[Epoch 232 / Val] loss: 4.564524582386017 loss_mean: 3.5239342062473296 loss_max: 5.605114957332611 mse_mean: 48.321247024536135 mse_max: 107.00018814849854 mae_mean: 3.5239342062473296 mae_max: 5.605114957332611 me_mean: -0.8218805808380711 me_max: -1.5846154928293545 mrmse_mean: 3.5239342062473296 mrmse_max: 5.605114957332611 mrmse_rmvar_mean: 3.5412363967895506 mrmse_rmvar_max: 5.439146877765656 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.046070347219705585 log_var_max: 0.010298117936588825
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
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[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
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[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
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[Epoch 233 / Train] 
[Epoch 233 / Train] 
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[Epoch 233 / Train] 
[Epoch 233 / Train] 
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[Epoch 233 / Train] 
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[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
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[Epoch 233 / Train] 
[Epoch 233 / Train] 
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[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
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[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
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[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
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[Epoch 233 / Train] 
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[Epoch 233 / Train] 
[Epoch 233 / Train] 
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[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
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[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
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[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
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[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] 
[Epoch 233 / Train] loss: 2.647316186785698 loss_mean: 2.083699199795723 loss_max: 3.210933175086975 mse_mean: 21.55943098402023 mse_max: 45.778116587638856 mae_mean: 2.083699199795723 mae_max: 3.210933175086975 me_mean: -0.665640786990989 me_max: -1.070572753636232 mrmse_mean: 2.083699199795723 mrmse_max: 3.210933175086975 mrmse_rmvar_mean: 2.2061824585199354 mrmse_rmvar_max: 3.14994655585289 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.04566048171371222 log_var_max: 0.009654983513522893
[Epoch 233 / Val] 
[Epoch 233 / Val] 
[Epoch 233 / Val] 
[Epoch 233 / Val] 
[Epoch 233 / Val] 
[Epoch 233 / Val] 
[Epoch 233 / Val] 
[Epoch 233 / Val] 
[Epoch 233 / Val] 
[Epoch 233 / Val] 
[Epoch 233 / Val] 
[Epoch 233 / Val] 
[Epoch 233 / Val] 
[Epoch 233 / Val] 
[Epoch 233 / Val] 
[Epoch 233 / Val] 
[Epoch 233 / Val] 
[Epoch 233 / Val] 
[Epoch 233 / Val] 
[Epoch 233 / Val] 
[Epoch 233 / Val] 
[Epoch 233 / Val] 
[Epoch 233 / Val] 
[Epoch 233 / Val] 
[Epoch 233 / Val] 
[Epoch 233 / Val] 
[Epoch 233 / Val] 
[Epoch 233 / Val] 
[Epoch 233 / Val] 
[Epoch 233 / Val] 
[Epoch 233 / Val] 
[Epoch 233 / Val] 
[Epoch 233 / Val] 
[Epoch 233 / Val] 
[Epoch 233 / Val] 
[Epoch 233 / Val] 
[Epoch 233 / Val] 
[Epoch 233 / Val] 
[Epoch 233 / Val] 
[Epoch 233 / Val] 
[Epoch 233 / Val] 
[Epoch 233 / Val] 
[Epoch 233 / Val] 
[Epoch 233 / Val] 
[Epoch 233 / Val] 
[Epoch 233 / Val] 
[Epoch 233 / Val] 
[Epoch 233 / Val] 
[Epoch 233 / Val] 
[Epoch 233 / Val] 
[Epoch 233 / Val] 
[Epoch 233 / Val] 
[Epoch 233 / Val] 
[Epoch 233 / Val] 
[Epoch 233 / Val] 
[Epoch 233 / Val] 
[Epoch 233 / Val] 
[Epoch 233 / Val] 
[Epoch 233 / Val] 
[Epoch 233 / Val] 
[Epoch 233 / Val] 
[Epoch 233 / Val] 
[Epoch 233 / Val] 
[Epoch 233 / Val] 
[Epoch 233 / Val] 
[Epoch 233 / Val] 
[Epoch 233 / Val] 
[Epoch 233 / Val] 
[Epoch 233 / Val] 
[Epoch 233 / Val] 
[Epoch 233 / Val] 
[Epoch 233 / Val] 
[Epoch 233 / Val] 
[Epoch 233 / Val] 
[Epoch 233 / Val] 
[Epoch 233 / Val] 
[Epoch 233 / Val] 
[Epoch 233 / Val] 
[Epoch 233 / Val] 
[Epoch 233 / Val] 
[Epoch 233 / Val] 
[Epoch 233 / Val] 
[Epoch 233 / Val] 
[Epoch 233 / Val] 
[Epoch 233 / Val] 
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[Epoch 233 / Val] 
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[Epoch 233 / Val] 
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[Epoch 233 / Val] 
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[Epoch 233 / Val] 
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[Epoch 233 / Val] 
[Epoch 233 / Val] 
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[Epoch 233 / Val] 
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[Epoch 233 / Val] 
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[Epoch 233 / Val] 
[Epoch 233 / Val] 
[Epoch 233 / Val] 
[Epoch 233 / Val] 
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[Epoch 233 / Val] 
[Epoch 233 / Val] 
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[Epoch 233 / Val] 
[Epoch 233 / Val] loss: 4.38772676038742 loss_mean: 3.3544668326377867 loss_max: 5.420986726284027 mse_mean: 45.19075611495972 mse_max: 102.14179495239257 mae_mean: 3.3544668326377867 mae_max: 5.420986726284027 me_mean: -1.1070231614417863 me_max: -1.8795783696752042 mrmse_mean: 3.3544668326377867 mrmse_max: 5.420986726284027 mrmse_rmvar_mean: 3.385736645698547 mrmse_rmvar_max: 5.25765757894516 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.04195250716432929 log_var_max: 0.009352183054201305
[Epoch 234 / Train] 
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[Epoch 234 / Train] loss: 2.631856685638428 loss_mean: 2.0672714759111406 loss_max: 3.196441902399063 mse_mean: 21.329272345542908 mse_max: 45.4309310836792 mae_mean: 2.0672714759111406 mae_max: 3.196441902399063 me_mean: -0.6609346195908729 me_max: -1.0550791123018135 mrmse_mean: 2.0672714759111406 mrmse_max: 3.196441902399063 mrmse_rmvar_mean: 2.1913483049869535 mrmse_rmvar_max: 3.137103072762489 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.04585050693154335 log_var_max: 0.00950444337585941
[Epoch 234 / Val] 
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[Epoch 234 / Val] loss: 4.412781618118286 loss_mean: 3.3611048321723938 loss_max: 5.464458394527435 mse_mean: 45.558942443847656 mse_max: 104.76660062408448 mae_mean: 3.3611048321723938 mae_max: 5.464458394527435 me_mean: -1.1126470572724938 me_max: -1.8280972674685763 mrmse_mean: 3.3611048321723938 mrmse_max: 5.464458394527435 mrmse_rmvar_mean: 3.3917000494003298 mrmse_rmvar_max: 5.309913393497467 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.04494173923879862 log_var_max: 0.013583881059661507
[Epoch 235 / Train] 
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[Epoch 235 / Train] loss: 2.6716005713939666 loss_mean: 2.0975506639480592 loss_max: 3.2456504786014557 mse_mean: 21.89730813217163 mse_max: 46.70888323783875 mae_mean: 2.0975506639480592 mae_max: 3.2456504786014557 me_mean: -0.6695785244310973 me_max: -1.0675601085121744 mrmse_mean: 2.0975506639480592 mrmse_max: 3.2456504786014557 mrmse_rmvar_mean: 2.217304977655411 mrmse_rmvar_max: 3.1817914155721665 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.04551323341578245 log_var_max: 0.009843298707623035
[Epoch 235 / Val] 
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[Epoch 235 / Val] loss: 4.484576378822327 loss_mean: 3.4355661182403563 loss_max: 5.533586636543274 mse_mean: 47.132569007873535 mse_max: 105.85365649414062 mae_mean: 3.4355661182403563 mae_max: 5.533586636543274 me_mean: -0.9198941356036812 me_max: -1.5851786510907113 mrmse_mean: 3.4355661182403563 mrmse_max: 5.533586636543274 mrmse_rmvar_mean: 3.458847972869873 mrmse_rmvar_max: 5.363892732620239 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.04311417081207037 log_var_max: 0.01195538196992129
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[Epoch 236 / Train] 
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[Epoch 236 / Train] 
[Epoch 236 / Train] loss: 2.6473401701450348 loss_mean: 2.0800208460092544 loss_max: 3.2146594904661177 mse_mean: 21.394500871658327 mse_max: 45.62921309185028 mae_mean: 2.0800208460092544 mae_max: 3.2146594904661177 me_mean: -0.6624913023692789 me_max: -1.0694158749566414 mrmse_mean: 2.0800208460092544 mrmse_max: 3.2146594904661177 mrmse_rmvar_mean: 2.1961638612747194 mrmse_rmvar_max: 3.147401795268059 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.045069949008524415 log_var_max: 0.009477618228644133
[Epoch 236 / Val] 
[Epoch 236 / Val] 
[Epoch 236 / Val] 
[Epoch 236 / Val] 
[Epoch 236 / Val] 
[Epoch 236 / Val] 
[Epoch 236 / Val] 
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[Epoch 236 / Val] loss: 4.346033380508423 loss_mean: 3.321648810625076 loss_max: 5.370417942523956 mse_mean: 44.95065059280395 mse_max: 101.73864141082764 mae_mean: 3.321648810625076 mae_max: 5.370417942523956 me_mean: -1.0757949273688718 me_max: -1.9415551286265835 mrmse_mean: 3.321648810625076 mrmse_max: 5.370417942523956 mrmse_rmvar_mean: 3.3592584238052368 mrmse_rmvar_max: 5.217137057304383 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.04179604346677661 log_var_max: 0.009738971989601851
[Epoch 237 / Train] 
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[Epoch 237 / Train] loss: 2.6517090628147124 loss_mean: 2.087085396170616 loss_max: 3.2163327326774596 mse_mean: 21.658275772571564 mse_max: 45.95104663181305 mae_mean: 2.087085396170616 mae_max: 3.2163327326774596 me_mean: -0.6653609699276712 me_max: -1.069278084809077 mrmse_mean: 2.087085396170616 mrmse_max: 3.2163327326774596 mrmse_rmvar_mean: 2.2068702071905135 mrmse_rmvar_max: 3.153302315354347 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.04528289818018675 log_var_max: 0.009949515810701996
[Epoch 237 / Val] 
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[Epoch 237 / Val] loss: 4.526622970104217 loss_mean: 3.469009940624237 loss_max: 5.584235981464386 mse_mean: 46.393434581756594 mse_max: 103.3720132522583 mae_mean: 3.469009940624237 mae_max: 5.584235981464386 me_mean: -1.0580009884255706 me_max: -1.7896840391657316 mrmse_mean: 3.469009940624237 mrmse_max: 5.584235981464386 mrmse_rmvar_mean: 3.4667810406684874 mrmse_rmvar_max: 5.389660533428192 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.0438656177893281 log_var_max: 0.006934980536228977
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[Epoch 238 / Train] loss: 2.6424042142629625 loss_mean: 2.076841005086899 loss_max: 3.2079674339294435 mse_mean: 21.446972856521608 mse_max: 45.680739380836485 mae_mean: 2.076841005086899 mae_max: 3.2079674339294435 me_mean: -0.6694297539801628 me_max: -1.0717317378302105 mrmse_mean: 2.076841005086899 mrmse_max: 3.2079674339294435 mrmse_rmvar_mean: 2.1979074136018752 mrmse_rmvar_max: 3.14599876666069 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.04463800760731101 log_var_max: 0.009246113478206098
[Epoch 238 / Val] 
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[Epoch 238 / Val] loss: 4.47837810754776 loss_mean: 3.4279885301589967 loss_max: 5.528767665863037 mse_mean: 46.359308914184574 mse_max: 104.22117395019531 mae_mean: 3.4279885301589967 mae_max: 5.528767665863037 me_mean: -1.0600217590411194 me_max: -1.777949027698487 mrmse_mean: 3.4279885301589967 mrmse_max: 5.528767665863037 mrmse_rmvar_mean: 3.4437867431640625 mrmse_rmvar_max: 5.3548510823249815 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.041603468995541334 log_var_max: 0.00986501948814839
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[Epoch 239 / Train] loss: 2.6581425580978393 loss_mean: 2.092525935769081 loss_max: 3.2237591751813888 mse_mean: 21.637915125846863 mse_max: 46.005641288757325 mae_mean: 2.092525935769081 mae_max: 3.2237591751813888 me_mean: -0.6710389391523786 me_max: -1.0747674944540486 mrmse_mean: 2.092525935769081 mrmse_max: 3.2237591751813888 mrmse_rmvar_mean: 2.2100597467422487 mrmse_rmvar_max: 3.159109888315201 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.04472373152896762 log_var_max: 0.009198855361901223
[Epoch 239 / Val] 
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[Epoch 239 / Val] loss: 4.421056215763092 loss_mean: 3.3690227251052858 loss_max: 5.4730897140502925 mse_mean: 44.92198938369751 mse_max: 101.45090631866455 mae_mean: 3.3690227251052858 mae_max: 5.4730897140502925 me_mean: -1.3580540545107798 me_max: -2.1692248880080878 mrmse_mean: 3.3690227251052858 mrmse_max: 5.4730897140502925 mrmse_rmvar_mean: 3.386499966144562 mrmse_rmvar_max: 5.293773233413696 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.042547799058258534 log_var_max: 0.0067620051414705815
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[Epoch 240 / Train] loss: 2.6342602533102037 loss_mean: 2.0736456498503686 loss_max: 3.194874849796295 mse_mean: 21.516629765510558 mse_max: 45.498289175987246 mae_mean: 2.0736456498503686 mae_max: 3.194874849796295 me_mean: -0.6693436344224029 me_max: -1.067847437530756 mrmse_mean: 2.0736456498503686 mrmse_max: 3.194874849796295 mrmse_rmvar_mean: 2.1938727893829344 mrmse_rmvar_max: 3.1324458984136583 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.04486549223959446 log_var_max: 0.009654643520247192
[Epoch 240 / Val] 
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[Epoch 240 / Val] loss: 4.5395328516960145 loss_mean: 3.488446535348892 loss_max: 5.590619176387787 mse_mean: 47.480041984558106 mse_max: 106.30799966430664 mae_mean: 3.488446535348892 mae_max: 5.590619176387787 me_mean: -0.602759339634329 me_max: -1.1446499131307937 mrmse_mean: 3.488446535348892 mrmse_max: 5.590619176387787 mrmse_rmvar_mean: 3.4926442127227784 mrmse_rmvar_max: 5.406066531181335 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03770600797235966 log_var_max: 0.008829795574769378
[Epoch 241 / Train] 
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[Epoch 241 / Train] loss: 2.624101710557938 loss_mean: 2.0624927909970285 loss_max: 3.1857106294631956 mse_mean: 21.372643102645874 mse_max: 45.43003403186798 mae_mean: 2.0624927909970285 mae_max: 3.1857106294631956 me_mean: -0.6618143318380899 me_max: -1.0659305512486026 mrmse_mean: 2.0624927909970285 mrmse_max: 3.1857106294631956 mrmse_rmvar_mean: 2.1871028652191162 mrmse_rmvar_max: 3.1267493764162064 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.04455120112001896 log_var_max: 0.0094394160839729
[Epoch 241 / Val] 
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[Epoch 241 / Val] loss: 4.576706782341003 loss_mean: 3.5259691824913024 loss_max: 5.627444390773773 mse_mean: 48.177646236419676 mse_max: 106.4696904373169 mae_mean: 3.5259691824913024 mae_max: 5.627444390773773 me_mean: -0.6660680201537907 me_max: -1.2294097541756928 mrmse_mean: 3.5259691824913024 mrmse_max: 5.627444390773773 mrmse_rmvar_mean: 3.5221416754722594 mrmse_rmvar_max: 5.434792551994324 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.040515312474220994 log_var_max: 0.009659351523965597
[Epoch 242 / Train] 
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[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
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[Epoch 242 / Train] 
[Epoch 242 / Train] 
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[Epoch 242 / Train] 
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[Epoch 242 / Train] 
[Epoch 242 / Train] 
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[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
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[Epoch 242 / Train] 
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[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
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[Epoch 242 / Train] 
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[Epoch 242 / Train] 
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[Epoch 242 / Train] 
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[Epoch 242 / Train] 
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[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
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[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
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[Epoch 242 / Train] 
[Epoch 242 / Train] 
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[Epoch 242 / Train] 
[Epoch 242 / Train] 
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[Epoch 242 / Train] 
[Epoch 242 / Train] 
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[Epoch 242 / Train] 
[Epoch 242 / Train] 
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[Epoch 242 / Train] 
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[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
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[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
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[Epoch 242 / Train] 
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[Epoch 242 / Train] 
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[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
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[Epoch 242 / Train] 
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[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
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[Epoch 242 / Train] 
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[Epoch 242 / Train] 
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[Epoch 242 / Train] 
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[Epoch 242 / Train] 
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[Epoch 242 / Train] 
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[Epoch 242 / Train] 
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[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
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[Epoch 242 / Train] 
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[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
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[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] 
[Epoch 242 / Train] loss: 2.661725262403488 loss_mean: 2.0926282873153688 loss_max: 3.2308222396373747 mse_mean: 21.623660621643065 mse_max: 46.1270990076065 mae_mean: 2.0926282873153688 mae_max: 3.2308222396373747 me_mean: -0.6680413027510512 me_max: -1.0660181468400405 mrmse_mean: 2.0926282873153688 mrmse_max: 3.2308222396373747 mrmse_rmvar_mean: 2.2094561257362364 mrmse_rmvar_max: 3.1659209027290345 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.04459617073461413 log_var_max: 0.009700206617824733
[Epoch 242 / Val] 
[Epoch 242 / Val] 
[Epoch 242 / Val] 
[Epoch 242 / Val] 
[Epoch 242 / Val] 
[Epoch 242 / Val] 
[Epoch 242 / Val] 
[Epoch 242 / Val] 
[Epoch 242 / Val] 
[Epoch 242 / Val] 
[Epoch 242 / Val] 
[Epoch 242 / Val] 
[Epoch 242 / Val] 
[Epoch 242 / Val] 
[Epoch 242 / Val] 
[Epoch 242 / Val] 
[Epoch 242 / Val] 
[Epoch 242 / Val] 
[Epoch 242 / Val] 
[Epoch 242 / Val] 
[Epoch 242 / Val] 
[Epoch 242 / Val] 
[Epoch 242 / Val] 
[Epoch 242 / Val] 
[Epoch 242 / Val] 
[Epoch 242 / Val] 
[Epoch 242 / Val] 
[Epoch 242 / Val] 
[Epoch 242 / Val] 
[Epoch 242 / Val] 
[Epoch 242 / Val] 
[Epoch 242 / Val] 
[Epoch 242 / Val] 
[Epoch 242 / Val] 
[Epoch 242 / Val] 
[Epoch 242 / Val] 
[Epoch 242 / Val] 
[Epoch 242 / Val] 
[Epoch 242 / Val] 
[Epoch 242 / Val] 
[Epoch 242 / Val] 
[Epoch 242 / Val] 
[Epoch 242 / Val] 
[Epoch 242 / Val] 
[Epoch 242 / Val] 
[Epoch 242 / Val] 
[Epoch 242 / Val] 
[Epoch 242 / Val] 
[Epoch 242 / Val] 
[Epoch 242 / Val] 
[Epoch 242 / Val] 
[Epoch 242 / Val] 
[Epoch 242 / Val] 
[Epoch 242 / Val] 
[Epoch 242 / Val] 
[Epoch 242 / Val] 
[Epoch 242 / Val] 
[Epoch 242 / Val] 
[Epoch 242 / Val] 
[Epoch 242 / Val] 
[Epoch 242 / Val] 
[Epoch 242 / Val] 
[Epoch 242 / Val] 
[Epoch 242 / Val] 
[Epoch 242 / Val] 
[Epoch 242 / Val] 
[Epoch 242 / Val] 
[Epoch 242 / Val] 
[Epoch 242 / Val] 
[Epoch 242 / Val] 
[Epoch 242 / Val] 
[Epoch 242 / Val] 
[Epoch 242 / Val] 
[Epoch 242 / Val] 
[Epoch 242 / Val] 
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[Epoch 242 / Val] 
[Epoch 242 / Val] 
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[Epoch 242 / Val] 
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[Epoch 242 / Val] 
[Epoch 242 / Val] 
[Epoch 242 / Val] 
[Epoch 242 / Val] 
[Epoch 242 / Val] 
[Epoch 242 / Val] 
[Epoch 242 / Val] 
[Epoch 242 / Val] 
[Epoch 242 / Val] 
[Epoch 242 / Val] 
[Epoch 242 / Val] 
[Epoch 242 / Val] 
[Epoch 242 / Val] 
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[Epoch 242 / Val] 
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[Epoch 242 / Val] 
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[Epoch 242 / Val] 
[Epoch 242 / Val] 
[Epoch 242 / Val] 
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[Epoch 242 / Val] 
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[Epoch 242 / Val] loss: 4.487974681377411 loss_mean: 3.44909263586998 loss_max: 5.5268567247390745 mse_mean: 47.23643888473511 mse_max: 105.48628858184814 mae_mean: 3.44909263586998 mae_max: 5.5268567247390745 me_mean: -0.7993735694885253 me_max: -1.3664295227080583 mrmse_mean: 3.44909263586998 mrmse_max: 5.5268567247390745 mrmse_rmvar_mean: 3.4633796586990355 mrmse_rmvar_max: 5.34816006231308 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.04099987412244081 log_var_max: 0.011611697209067642
[Epoch 243 / Train] 
[Epoch 243 / Train] 
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[Epoch 243 / Train] 
[Epoch 243 / Train] 
[Epoch 243 / Train] 
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[Epoch 243 / Train] 
[Epoch 243 / Train] 
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[Epoch 243 / Train] 
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[Epoch 243 / Train] 
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[Epoch 243 / Train] 
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[Epoch 243 / Train] 
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[Epoch 243 / Train] 
[Epoch 243 / Train] 
[Epoch 243 / Train] 
[Epoch 243 / Train] 
[Epoch 243 / Train] 
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[Epoch 243 / Train] 
[Epoch 243 / Train] 
[Epoch 243 / Train] 
[Epoch 243 / Train] 
[Epoch 243 / Train] 
[Epoch 243 / Train] 
[Epoch 243 / Train] 
[Epoch 243 / Train] 
[Epoch 243 / Train] 
[Epoch 243 / Train] 
[Epoch 243 / Train] 
[Epoch 243 / Train] 
[Epoch 243 / Train] 
[Epoch 243 / Train] 
[Epoch 243 / Train] 
[Epoch 243 / Train] 
[Epoch 243 / Train] 
[Epoch 243 / Train] 
[Epoch 243 / Train] 
[Epoch 243 / Train] 
[Epoch 243 / Train] 
[Epoch 243 / Train] 
[Epoch 243 / Train] 
[Epoch 243 / Train] 
[Epoch 243 / Train] 
[Epoch 243 / Train] 
[Epoch 243 / Train] 
[Epoch 243 / Train] 
[Epoch 243 / Train] 
[Epoch 243 / Train] 
[Epoch 243 / Train] 
[Epoch 243 / Train] 
[Epoch 243 / Train] 
[Epoch 243 / Train] 
[Epoch 243 / Train] 
[Epoch 243 / Train] 
[Epoch 243 / Train] 
[Epoch 243 / Train] 
[Epoch 243 / Train] 
[Epoch 243 / Train] 
[Epoch 243 / Train] 
[Epoch 243 / Train] 
[Epoch 243 / Train] 
[Epoch 243 / Train] 
[Epoch 243 / Train] 
[Epoch 243 / Train] 
[Epoch 243 / Train] 
[Epoch 243 / Train] 
[Epoch 243 / Train] 
[Epoch 243 / Train] 
[Epoch 243 / Train] 
[Epoch 243 / Train] 
[Epoch 243 / Train] 
[Epoch 243 / Train] 
[Epoch 243 / Train] 
[Epoch 243 / Train] 
[Epoch 243 / Train] 
[Epoch 243 / Train] 
[Epoch 243 / Train] 
[Epoch 243 / Train] 
[Epoch 243 / Train] 
[Epoch 243 / Train] 
[Epoch 243 / Train] 
[Epoch 243 / Train] 
[Epoch 243 / Train] 
[Epoch 243 / Train] 
[Epoch 243 / Train] 
[Epoch 243 / Train] 
[Epoch 243 / Train] 
[Epoch 243 / Train] 
[Epoch 243 / Train] 
[Epoch 243 / Train] 
[Epoch 243 / Train] 
[Epoch 243 / Train] 
[Epoch 243 / Train] 
[Epoch 243 / Train] 
[Epoch 243 / Train] 
[Epoch 243 / Train] 
[Epoch 243 / Train] 
[Epoch 243 / Train] 
[Epoch 243 / Train] 
[Epoch 243 / Train] 
[Epoch 243 / Train] 
[Epoch 243 / Train] 
[Epoch 243 / Train] 
[Epoch 243 / Train] 
[Epoch 243 / Train] 
[Epoch 243 / Train] 
[Epoch 243 / Train] 
[Epoch 243 / Train] 
[Epoch 243 / Train] 
[Epoch 243 / Train] 
[Epoch 243 / Train] 
[Epoch 243 / Train] 
[Epoch 243 / Train] 
[Epoch 243 / Train] 
[Epoch 243 / Train] 
[Epoch 243 / Train] loss: 2.6497011107206343 loss_mean: 2.0822541956305503 loss_max: 3.2171480264663694 mse_mean: 21.576046850204467 mse_max: 45.98500881576538 mae_mean: 2.0822541956305503 mae_max: 3.2171480264663694 me_mean: -0.6733676230300917 me_max: -1.0763201762031531 mrmse_mean: 2.0822541956305503 mrmse_max: 3.2171480264663694 mrmse_rmvar_mean: 2.2019393615722658 mrmse_rmvar_max: 3.153235133886337 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.044725132323801514 log_var_max: 0.009264691535849124
[Epoch 243 / Val] 
[Epoch 243 / Val] 
[Epoch 243 / Val] 
[Epoch 243 / Val] 
[Epoch 243 / Val] 
[Epoch 243 / Val] 
[Epoch 243 / Val] 
[Epoch 243 / Val] 
[Epoch 243 / Val] 
[Epoch 243 / Val] 
[Epoch 243 / Val] 
[Epoch 243 / Val] 
[Epoch 243 / Val] 
[Epoch 243 / Val] 
[Epoch 243 / Val] 
[Epoch 243 / Val] 
[Epoch 243 / Val] 
[Epoch 243 / Val] 
[Epoch 243 / Val] 
[Epoch 243 / Val] 
[Epoch 243 / Val] 
[Epoch 243 / Val] 
[Epoch 243 / Val] 
[Epoch 243 / Val] 
[Epoch 243 / Val] 
[Epoch 243 / Val] 
[Epoch 243 / Val] 
[Epoch 243 / Val] 
[Epoch 243 / Val] 
[Epoch 243 / Val] 
[Epoch 243 / Val] 
[Epoch 243 / Val] 
[Epoch 243 / Val] 
[Epoch 243 / Val] 
[Epoch 243 / Val] 
[Epoch 243 / Val] 
[Epoch 243 / Val] 
[Epoch 243 / Val] 
[Epoch 243 / Val] 
[Epoch 243 / Val] 
[Epoch 243 / Val] 
[Epoch 243 / Val] 
[Epoch 243 / Val] 
[Epoch 243 / Val] 
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[Epoch 243 / Val] loss: 4.5178263745307925 loss_mean: 3.465098948717117 loss_max: 5.570553803920746 mse_mean: 47.26094299697876 mse_max: 105.83084103393554 mae_mean: 3.465098948717117 mae_max: 5.570553803920746 me_mean: -0.8762856800039299 me_max: -1.5364417827650905 mrmse_mean: 3.465098948717117 mrmse_max: 5.570553803920746 mrmse_rmvar_mean: 3.4718759117126465 mrmse_rmvar_max: 5.38265181684494 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03923659287765622 log_var_max: 0.008375443508382886
[Epoch 244 / Train] 
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[Epoch 244 / Train] loss: 2.6262138541936872 loss_mean: 2.06812958753109 loss_max: 3.184298118829727 mse_mean: 21.22707776927948 mse_max: 44.99929267883301 mae_mean: 2.06812958753109 mae_max: 3.184298118829727 me_mean: -0.656795791403274 me_max: -1.0527368897926062 mrmse_mean: 2.06812958753109 mrmse_max: 3.184298118829727 mrmse_rmvar_mean: 2.189317516207695 mrmse_rmvar_max: 3.124327915430069 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.04452655183151364 log_var_max: 0.009915987559594214
[Epoch 244 / Val] 
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[Epoch 244 / Val] loss: 4.513814351558685 loss_mean: 3.4710696659088134 loss_max: 5.556559051990509 mse_mean: 47.080956218719486 mse_max: 105.1311608581543 mae_mean: 3.4710696659088134 mae_max: 5.556559051990509 me_mean: -0.8391292885225267 me_max: -1.6418911666353233 mrmse_mean: 3.4710696659088134 mrmse_max: 5.556559051990509 mrmse_rmvar_mean: 3.4904240145683287 mrmse_rmvar_max: 5.393828310966492 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.04290815459564328 log_var_max: 0.009707522956188768
[Epoch 245 / Train] 
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[Epoch 245 / Train] loss: 2.645145391583443 loss_mean: 2.07705890583992 loss_max: 3.213231870889664 mse_mean: 21.596912218570708 mse_max: 46.18565618801117 mae_mean: 2.07705890583992 mae_max: 3.213231870889664 me_mean: -0.6672264888283971 me_max: -1.0732218390284105 mrmse_mean: 2.07705890583992 mrmse_max: 3.213231870889664 mrmse_rmvar_mean: 2.200844606757164 mrmse_rmvar_max: 3.1544704266786576 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.044171936247497795 log_var_max: 0.009070172802079468
[Epoch 245 / Val] 
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[Epoch 245 / Val] loss: 4.5920059690475465 loss_mean: 3.5427457127571107 loss_max: 5.64126624250412 mse_mean: 48.85172398757935 mse_max: 108.17717872619629 mae_mean: 3.5427457127571107 mae_max: 5.64126624250412 me_mean: -0.5333571695159189 me_max: -1.0005404668943956 mrmse_mean: 3.5427457127571107 mrmse_max: 5.64126624250412 mrmse_rmvar_mean: 3.545629925727844 mrmse_rmvar_max: 5.457660254001618 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.04071912299469113 log_var_max: 0.011269040066748857
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[Epoch 246 / Train] loss: 2.6299099053144457 loss_mean: 2.066349125623703 loss_max: 3.1934706856012345 mse_mean: 21.197093108654023 mse_max: 45.181048359870914 mae_mean: 2.066349125623703 mae_max: 3.1934706856012345 me_mean: -0.6572755238121426 me_max: -1.0570321530168876 mrmse_mean: 2.066349125623703 mrmse_max: 3.1934706856012345 mrmse_rmvar_mean: 2.1869020165205 mrmse_rmvar_max: 3.1298625116348266 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.043648853056132794 log_var_max: 0.00886453145975247
[Epoch 246 / Val] 
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[Epoch 246 / Val] loss: 4.4915709962844845 loss_mean: 3.4535526196956634 loss_max: 5.52958936882019 mse_mean: 46.860313425064085 mse_max: 104.07607992553712 mae_mean: 3.4535526196956634 mae_max: 5.52958936882019 me_mean: -0.9812996348422021 me_max: -1.734053299717605 mrmse_mean: 3.4535526196956634 mrmse_max: 5.52958936882019 mrmse_rmvar_mean: 3.4701277904510497 mrmse_rmvar_max: 5.350194505691528 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03832677597925067 log_var_max: 0.010357870138250291
[Epoch 247 / Train] 
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[Epoch 247 / Train] loss: 2.64111302280426 loss_mean: 2.0749626256227494 loss_max: 3.2072634201049803 mse_mean: 21.3957155752182 mse_max: 45.760547685623166 mae_mean: 2.0749626256227494 mae_max: 3.2072634201049803 me_mean: -0.6742199417352094 me_max: -1.0882100531731267 mrmse_mean: 2.0749626256227494 mrmse_max: 3.2072634201049803 mrmse_rmvar_mean: 2.1969455021619795 mrmse_rmvar_max: 3.1465200595855713 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.043523937173187734 log_var_max: 0.009221027377061547
[Epoch 247 / Val] 
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[Epoch 247 / Val] loss: 4.48543203496933 loss_mean: 3.454354715824127 loss_max: 5.516509349346161 mse_mean: 46.95431693649292 mse_max: 103.24026850891113 mae_mean: 3.454354715824127 mae_max: 5.516509349346161 me_mean: -0.8375963741175365 me_max: -1.6090015635937451 mrmse_mean: 3.454354715824127 mrmse_max: 5.516509349346161 mrmse_rmvar_mean: 3.467209496498108 mrmse_rmvar_max: 5.33294362449646 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.0400812156945467 log_var_max: 0.009557805745862425
[Epoch 248 / Train] 
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[Epoch 248 / Train] loss: 2.664163826465607 loss_mean: 2.0934424374699594 loss_max: 3.2348852154016496 mse_mean: 21.99884381055832 mse_max: 46.70091957473755 mae_mean: 2.0934424374699594 mae_max: 3.2348852154016496 me_mean: -0.6943876663316041 me_max: -1.1119617329156026 mrmse_mean: 2.0934424374699594 mrmse_max: 3.2348852154016496 mrmse_rmvar_mean: 2.213223047494888 mrmse_rmvar_max: 3.172418816447258 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.043432841509580614 log_var_max: 0.008987188908737153
[Epoch 248 / Val] 
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[Epoch 248 / Val] loss: 4.440007676124573 loss_mean: 3.3891131699085237 loss_max: 5.4909021854400635 mse_mean: 46.369028606414794 mse_max: 104.81919142150879 mae_mean: 3.3891131699085237 mae_max: 5.4909021854400635 me_mean: -1.09362863466423 me_max: -1.8795060024634003 mrmse_mean: 3.3891131699085237 mrmse_max: 5.4909021854400635 mrmse_rmvar_mean: 3.417083904266357 mrmse_rmvar_max: 5.327740275382996 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03927298987284303 log_var_max: 0.008886986305937171
[Epoch 249 / Train] 
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[Epoch 249 / Train] loss: 2.621364883899689 loss_mean: 2.0593805624246597 loss_max: 3.1833492127656937 mse_mean: 21.224127814769744 mse_max: 45.317925183296204 mae_mean: 2.0593805624246597 mae_max: 3.1833492127656937 me_mean: -0.6673551774357329 me_max: -1.0779087241124652 mrmse_mean: 2.0593805624246597 mrmse_max: 3.1833492127656937 mrmse_rmvar_mean: 2.1861437811851503 mrmse_rmvar_max: 3.1275046441555023 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.043101141665130856 log_var_max: 0.008956637957133353
[Epoch 249 / Val] 
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[Epoch 249 / Val] loss: 4.624204495429993 loss_mean: 3.54880565738678 loss_max: 5.699603339672088 mse_mean: 48.52038469314575 mse_max: 110.03136154937744 mae_mean: 3.54880565738678 mae_max: 5.699603339672088 me_mean: -0.6668227790538221 me_max: -1.1709097025124355 mrmse_mean: 3.54880565738678 mrmse_max: 5.699603339672088 mrmse_rmvar_mean: 3.549366836071014 mrmse_rmvar_max: 5.515510217666626 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.04076901200041175 log_var_max: 0.008480148517992347
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[Epoch 250 / Train] loss: 2.6039808403253555 loss_mean: 2.0502899862527846 loss_max: 3.1576716977357866 mse_mean: 21.08447179841995 mse_max: 44.60470904064179 mae_mean: 2.0502899862527846 mae_max: 3.1576716977357866 me_mean: -0.6509452305275482 me_max: -1.0443965028837265 mrmse_mean: 2.0502899862527846 mrmse_max: 3.1576716977357866 mrmse_rmvar_mean: 2.1750610588788986 mrmse_rmvar_max: 3.1006436359882357 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.04340669959783554 log_var_max: 0.00923903401568532
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[Epoch 250 / Val] loss: 4.431504696846008 loss_mean: 3.3868217320442198 loss_max: 5.476187644004821 mse_mean: 44.588489421844486 mse_max: 100.4701015625 mae_mean: 3.3868217320442198 mae_max: 5.476187644004821 me_mean: -1.2572967605283485 me_max: -2.0769024095581843 mrmse_mean: 3.3868217320442198 mrmse_max: 5.476187644004821 mrmse_rmvar_mean: 3.3988155808448792 mrmse_rmvar_max: 5.296219811916352 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.0391194955073297 log_var_max: 0.009930694640614092
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[Epoch 251 / Train] loss: 2.617923976182938 loss_mean: 2.057656322002411 loss_max: 3.1781916341781615 mse_mean: 21.290158355236052 mse_max: 45.27548972320557 mae_mean: 2.057656322002411 mae_max: 3.1781916341781615 me_mean: -0.6718286470600505 me_max: -1.0796107383815106 mrmse_mean: 2.057656322002411 mrmse_max: 3.1781916341781615 mrmse_rmvar_mean: 2.181534760713577 mrmse_rmvar_max: 3.1181910753250124 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.04345756105333567 log_var_max: 0.008723770340904593
[Epoch 251 / Val] 
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[Epoch 251 / Val] loss: 4.537892955303192 loss_mean: 3.4683045687675476 loss_max: 5.607481328964234 mse_mean: 46.416124885559086 mse_max: 105.23184591674804 mae_mean: 3.4683045687675476 mae_max: 5.607481328964234 me_mean: -1.0854713942146628 me_max: -1.796278950338252 mrmse_mean: 3.4683045687675476 mrmse_max: 5.607481328964234 mrmse_rmvar_mean: 3.4803946623802187 mrmse_rmvar_max: 5.429077991485595 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.040611772641539576 log_var_max: 0.009999975613318383
[Epoch 252 / Train] 
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[Epoch 252 / Train] loss: 2.6051564260721207 loss_mean: 2.0463087790012358 loss_max: 3.164004084587097 mse_mean: 20.906732253551482 mse_max: 44.643681931495664 mae_mean: 2.0463087790012358 mae_max: 3.164004084587097 me_mean: -0.6605806726153242 me_max: -1.0658152377993102 mrmse_mean: 2.0463087790012358 mrmse_max: 3.164004084587097 mrmse_rmvar_mean: 2.1704705547094347 mrmse_rmvar_max: 3.1040527193546295 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.043449779186397794 log_var_max: 0.009332183067221195
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[Epoch 252 / Val] loss: 4.485821636199951 loss_mean: 3.447262975215912 loss_max: 5.524380309104919 mse_mean: 47.69676416397095 mse_max: 106.85144966888427 mae_mean: 3.447262975215912 mae_max: 5.524380309104919 me_mean: -0.6898741025305353 me_max: -1.2464165764665232 mrmse_mean: 3.447262975215912 mrmse_max: 5.524380309104919 mrmse_rmvar_mean: 3.4743446822166444 mrmse_rmvar_max: 5.364153302192688 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.041754993069916965 log_var_max: 0.01021848913282156
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[Epoch 253 / Train] loss: 2.6005587849617005 loss_mean: 2.0427368994951247 loss_max: 3.1583806731700896 mse_mean: 20.813498052597048 mse_max: 44.54406380748749 mae_mean: 2.0427368994951247 mae_max: 3.1583806731700896 me_mean: -0.6393731514748652 me_max: -1.0340421448126436 mrmse_mean: 2.0427368994951247 mrmse_max: 3.1583806731700896 mrmse_rmvar_mean: 2.168285768032074 mrmse_rmvar_max: 3.101475322008133 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.042684020563960076 log_var_max: 0.009785150145180523
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[Epoch 253 / Val] loss: 4.405798444747925 loss_mean: 3.357142961978912 loss_max: 5.454453908443451 mse_mean: 45.58350145721435 mse_max: 104.30517378234863 mae_mean: 3.357142961978912 mae_max: 5.454453908443451 me_mean: -1.1961533578969539 me_max: -1.8391905847024173 mrmse_mean: 3.357142961978912 mrmse_max: 5.454453908443451 mrmse_rmvar_mean: 3.385168799161911 mrmse_rmvar_max: 5.285444132328033 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03979752042144537 log_var_max: 0.009546490808948874
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[Epoch 254 / Train] loss: 2.59337490606308 loss_mean: 2.0351383014917372 loss_max: 3.15161151432991 mse_mean: 20.93551751565933 mse_max: 44.656922395706175 mae_mean: 2.0351383014917372 mae_max: 3.15161151432991 me_mean: -0.6644458615535405 me_max: -1.0724044914357365 mrmse_mean: 2.0351383014917372 mrmse_max: 3.15161151432991 mrmse_rmvar_mean: 2.164946494817734 mrmse_rmvar_max: 3.0965513764619828 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.04291434409096837 log_var_max: 0.00952785078017041
[Epoch 254 / Val] 
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[Epoch 254 / Val] loss: 4.442345470905304 loss_mean: 3.3864016726017 loss_max: 5.498289258480072 mse_mean: 46.202920387268065 mse_max: 104.9210534133911 mae_mean: 3.3864016726017 mae_max: 5.498289258480072 me_mean: -0.9613290716641059 me_max: -1.6540766388210468 mrmse_mean: 3.3864016726017 mrmse_max: 5.498289258480072 mrmse_rmvar_mean: 3.4109973950386046 mrmse_rmvar_max: 5.326368357658386 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.04021532733738423 log_var_max: 0.00877332800719887
[Epoch 255 / Train] 
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[Epoch 255 / Train] loss: 2.6248583797216414 loss_mean: 2.0645059636831284 loss_max: 3.185210795879364 mse_mean: 21.319025712013243 mse_max: 45.35201452445984 mae_mean: 2.0645059636831284 mae_max: 3.185210795879364 me_mean: -0.6703580834910972 me_max: -1.079181886532111 mrmse_mean: 2.0645059636831284 mrmse_max: 3.185210795879364 mrmse_rmvar_mean: 2.1871857792139053 mrmse_rmvar_max: 3.124350666999817 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.0426991559676826 log_var_max: 0.009275235217995942
[Epoch 255 / Val] 
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[Epoch 255 / Val] loss: 4.411057010173797 loss_mean: 3.3610835614204406 loss_max: 5.46103045463562 mse_mean: 44.48241342163086 mse_max: 101.46724082946777 mae_mean: 3.3610835614204406 mae_max: 5.46103045463562 me_mean: -1.0240103918826207 me_max: -1.6234580423720182 mrmse_mean: 3.3610835614204406 mrmse_max: 5.46103045463562 mrmse_rmvar_mean: 3.36933451795578 mrmse_rmvar_max: 5.2755209760665895 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.0373080959059298 log_var_max: 0.010928764780983329
[Epoch 256 / Train] 
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[Epoch 256 / Train] loss: 2.5889704970121383 loss_mean: 2.038345633149147 loss_max: 3.1395953509807586 mse_mean: 20.65578134536743 mse_max: 43.87506214904785 mae_mean: 2.038345633149147 mae_max: 3.1395953509807586 me_mean: -0.6390877614170313 me_max: -1.0290228902983944 mrmse_mean: 2.038345633149147 mrmse_max: 3.1395953509807586 mrmse_rmvar_mean: 2.158929891705513 mrmse_rmvar_max: 3.0786457508802414 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.042280562210828064 log_var_max: 0.009626064099837095
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[Epoch 256 / Val] loss: 4.406521783828735 loss_mean: 3.3585193951129915 loss_max: 5.454524163722992 mse_mean: 45.0674524230957 mse_max: 102.40445970153809 mae_mean: 3.3585193951129915 mae_max: 5.454524163722992 me_mean: -1.1601358490805143 me_max: -1.909093697791919 mrmse_mean: 3.3585193951129915 mrmse_max: 5.454524163722992 mrmse_rmvar_mean: 3.383525099277496 mrmse_rmvar_max: 5.2905712761878965 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03845737113803625 log_var_max: 0.009887988328933716
[Epoch 257 / Train] 
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[Epoch 257 / Train] loss: 2.6243526918888094 loss_mean: 2.063646435379982 loss_max: 3.185058954834938 mse_mean: 21.459981189727785 mse_max: 45.605548257827756 mae_mean: 2.063646435379982 mae_max: 3.185058954834938 me_mean: -0.671901081540389 me_max: -1.0777189065866406 mrmse_mean: 2.063646435379982 mrmse_max: 3.185058954834938 mrmse_rmvar_mean: 2.1881898847818375 mrmse_rmvar_max: 3.1270853726863863 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.042246968369930984 log_var_max: 0.0089101277673617
[Epoch 257 / Val] 
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[Epoch 257 / Val] loss: 4.4368407850265505 loss_mean: 3.3940056719779967 loss_max: 5.479675901412964 mse_mean: 45.966119102478025 mse_max: 103.98427530670166 mae_mean: 3.3940056719779967 mae_max: 5.479675901412964 me_mean: -0.8938950314106187 me_max: -1.6590348828434944 mrmse_mean: 3.3940056719779967 mrmse_max: 5.479675901412964 mrmse_rmvar_mean: 3.41478786945343 mrmse_rmvar_max: 5.313277576923371 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.04185904021188617 log_var_max: 0.007965105450246483
[Epoch 258 / Train] 
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[Epoch 258 / Train] loss: 2.6309067845344543 loss_mean: 2.070237267971039 loss_max: 3.1915762983560563 mse_mean: 21.306600505828857 mse_max: 45.503441583633425 mae_mean: 2.070237267971039 mae_max: 3.1915762983560563 me_mean: -0.665359722710331 me_max: -1.0737355380875524 mrmse_mean: 2.070237267971039 mrmse_max: 3.1915762983560563 mrmse_rmvar_mean: 2.1896007417440413 mrmse_rmvar_max: 3.130056106090546 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.04214396556094289 log_var_max: 0.008968266864307226
[Epoch 258 / Val] 
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[Epoch 258 / Val] loss: 4.451054159164428 loss_mean: 3.4068613102436065 loss_max: 5.495247019767762 mse_mean: 46.2683165473938 mse_max: 104.58058602142334 mae_mean: 3.4068613102436065 mae_max: 5.495247019767762 me_mean: -0.9514856716115028 me_max: -1.584028677106835 mrmse_mean: 3.4068613102436065 mrmse_max: 5.495247019767762 mrmse_rmvar_mean: 3.4265160250663755 mrmse_rmvar_max: 5.319310597419738 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.038222716953605414 log_var_max: 0.007426916348515078
[Epoch 259 / Train] 
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[Epoch 259 / Train] loss: 2.635843022942543 loss_mean: 2.073254535317421 loss_max: 3.1984315192699433 mse_mean: 21.33890910243988 mse_max: 45.5812229347229 mae_mean: 2.073254535317421 mae_max: 3.1984315192699433 me_mean: -0.6621383586712182 me_max: -1.0615493588151876 mrmse_mean: 2.073254535317421 mrmse_max: 3.1984315192699433 mrmse_rmvar_mean: 2.190171483516693 mrmse_rmvar_max: 3.1345088210105896 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.04212310841679573 log_var_max: 0.00880634361738339
[Epoch 259 / Val] 
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[Epoch 259 / Val] loss: 4.501287278652192 loss_mean: 3.4493414952754975 loss_max: 5.553233070850372 mse_mean: 46.74094592666626 mse_max: 105.25951290130615 mae_mean: 3.4493414952754975 mae_max: 5.553233070850372 me_mean: -0.9614030853109434 me_max: -1.7173068827167153 mrmse_mean: 3.4493414952754975 mrmse_max: 5.553233070850372 mrmse_rmvar_mean: 3.4605637564659117 mrmse_rmvar_max: 5.372895838737488 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.04209253916889429 log_var_max: 0.009318741758819669
[Epoch 260 / Train] 
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[Epoch 260 / Train] loss: 2.615116159200668 loss_mean: 2.0538018852472306 loss_max: 3.1764304292201997 mse_mean: 21.283193516254425 mse_max: 45.462155778884885 mae_mean: 2.0538018852472306 mae_max: 3.1764304292201997 me_mean: -0.6615274735740677 me_max: -1.0711615114493762 mrmse_mean: 2.0538018852472306 mrmse_max: 3.1764304292201997 mrmse_rmvar_mean: 2.1810441831350325 mrmse_rmvar_max: 3.1201370054483415 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.042141682259738446 log_var_max: 0.008126200380269438
[Epoch 260 / Val] 
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[Epoch 260 / Val] loss: 4.558914762973785 loss_mean: 3.5082507565021515 loss_max: 5.609578757286072 mse_mean: 48.4223748664856 mse_max: 107.84430832672119 mae_mean: 3.5082507565021515 mae_max: 5.609578757286072 me_mean: -0.7443844009104651 me_max: -1.4355788250360637 mrmse_mean: 3.5082507565021515 mrmse_max: 5.609578757286072 mrmse_rmvar_mean: 3.521201758146286 mrmse_rmvar_max: 5.437719728946686 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.04024854682013392 log_var_max: 0.007762942166533321
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[Epoch 261 / Train] loss: 2.6189986859560013 loss_mean: 2.0587306401729584 loss_max: 3.179266729593277 mse_mean: 21.21796014881134 mse_max: 45.33219186592102 mae_mean: 2.0587306401729584 mae_max: 3.179266729593277 me_mean: -0.6620495169505594 me_max: -1.0699455260977266 mrmse_mean: 2.0587306401729584 mrmse_max: 3.179266729593277 mrmse_rmvar_mean: 2.182559919476509 mrmse_rmvar_max: 3.1217123692035673 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.04254768435284496 log_var_max: 0.008921142599079758
[Epoch 261 / Val] 
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[Epoch 261 / Val] loss: 4.443517353057861 loss_mean: 3.403414023399353 loss_max: 5.483620678424836 mse_mean: 45.52174103164673 mse_max: 102.76650363922118 mae_mean: 3.403414023399353 mae_max: 5.483620678424836 me_mean: -1.1078394458936527 me_max: -1.796491904348135 mrmse_mean: 3.403414023399353 mrmse_max: 5.483620678424836 mrmse_rmvar_mean: 3.4124772143363953 mrmse_rmvar_max: 5.304188501358032 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03930707734078169 log_var_max: 0.00855561499670148
[Epoch 262 / Train] 
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[Epoch 262 / Train] loss: 2.608753322601318 loss_mean: 2.047313453555107 loss_max: 3.1701931933164595 mse_mean: 21.093701944828034 mse_max: 45.071642605781555 mae_mean: 2.047313453555107 mae_max: 3.1701931933164595 me_mean: -0.6661082011226099 me_max: -1.0786278080521152 mrmse_mean: 2.047313453555107 mrmse_max: 3.1701931933164595 mrmse_rmvar_mean: 2.1718777351379392 mrmse_rmvar_max: 3.1115736198425292 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.04217529570683837 log_var_max: 0.008673964956775308
[Epoch 262 / Val] 
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[Epoch 262 / Val] loss: 4.4110256834030155 loss_mean: 3.3628758132457732 loss_max: 5.45917555141449 mse_mean: 45.35188563156128 mse_max: 103.81309161376953 mae_mean: 3.3628758132457732 mae_max: 5.45917555141449 me_mean: -1.021954245923087 me_max: -1.5683117196578533 mrmse_mean: 3.3628758132457732 mrmse_max: 5.45917555141449 mrmse_rmvar_mean: 3.3834947147369383 mrmse_rmvar_max: 5.28440426492691 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.040873268611729144 log_var_max: 0.007763139690738171
[Epoch 263 / Train] 
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[Epoch 263 / Train] loss: 2.6095151572227477 loss_mean: 2.0475133213996886 loss_max: 3.1715169863700865 mse_mean: 21.098098243236542 mse_max: 45.13203351783753 mae_mean: 2.0475133213996886 mae_max: 3.1715169863700865 me_mean: -0.6702780438526533 me_max: -1.0866029171082192 mrmse_mean: 2.0475133213996886 mrmse_max: 3.1715169863700865 mrmse_rmvar_mean: 2.172359528422356 mrmse_rmvar_max: 3.1133050701618195 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.04237432416155934 log_var_max: 0.008770292263943703
[Epoch 263 / Val] 
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[Epoch 263 / Val] loss: 4.3430797395706175 loss_mean: 3.3173100645542144 loss_max: 5.368849417686462 mse_mean: 44.83812170028686 mse_max: 101.4317593536377 mae_mean: 3.3173100645542144 mae_max: 5.368849417686462 me_mean: -1.081872095922241 me_max: -1.7628881190270185 mrmse_mean: 3.3173100645542144 mrmse_max: 5.368849417686462 mrmse_rmvar_mean: 3.3502455856800077 mrmse_rmvar_max: 5.207084979057312 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.036789326317608353 log_var_max: 0.010718422409147024
[Epoch 264 / Train] 
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[Epoch 264 / Train] 
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[Epoch 264 / Train] 
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[Epoch 264 / Train] 
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[Epoch 264 / Train] 
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[Epoch 264 / Train] 
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[Epoch 264 / Train] 
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[Epoch 264 / Train] 
[Epoch 264 / Train] 
[Epoch 264 / Train] 
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[Epoch 264 / Train] 
[Epoch 264 / Train] 
[Epoch 264 / Train] 
[Epoch 264 / Train] 
[Epoch 264 / Train] 
[Epoch 264 / Train] 
[Epoch 264 / Train] 
[Epoch 264 / Train] 
[Epoch 264 / Train] 
[Epoch 264 / Train] 
[Epoch 264 / Train] 
[Epoch 264 / Train] 
[Epoch 264 / Train] 
[Epoch 264 / Train] 
[Epoch 264 / Train] 
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[Epoch 264 / Train] 
[Epoch 264 / Train] 
[Epoch 264 / Train] 
[Epoch 264 / Train] 
[Epoch 264 / Train] 
[Epoch 264 / Train] 
[Epoch 264 / Train] 
[Epoch 264 / Train] 
[Epoch 264 / Train] 
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[Epoch 264 / Train] 
[Epoch 264 / Train] 
[Epoch 264 / Train] 
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[Epoch 264 / Train] 
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[Epoch 264 / Train] 
[Epoch 264 / Train] 
[Epoch 264 / Train] 
[Epoch 264 / Train] 
[Epoch 264 / Train] 
[Epoch 264 / Train] 
[Epoch 264 / Train] 
[Epoch 264 / Train] 
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[Epoch 264 / Train] 
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[Epoch 264 / Train] 
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[Epoch 264 / Train] 
[Epoch 264 / Train] 
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[Epoch 264 / Train] 
[Epoch 264 / Train] 
[Epoch 264 / Train] 
[Epoch 264 / Train] 
[Epoch 264 / Train] 
[Epoch 264 / Train] 
[Epoch 264 / Train] 
[Epoch 264 / Train] 
[Epoch 264 / Train] 
[Epoch 264 / Train] 
[Epoch 264 / Train] 
[Epoch 264 / Train] 
[Epoch 264 / Train] 
[Epoch 264 / Train] 
[Epoch 264 / Train] 
[Epoch 264 / Train] 
[Epoch 264 / Train] 
[Epoch 264 / Train] 
[Epoch 264 / Train] 
[Epoch 264 / Train] 
[Epoch 264 / Train] 
[Epoch 264 / Train] 
[Epoch 264 / Train] 
[Epoch 264 / Train] 
[Epoch 264 / Train] 
[Epoch 264 / Train] 
[Epoch 264 / Train] 
[Epoch 264 / Train] 
[Epoch 264 / Train] 
[Epoch 264 / Train] 
[Epoch 264 / Train] 
[Epoch 264 / Train] 
[Epoch 264 / Train] 
[Epoch 264 / Train] 
[Epoch 264 / Train] 
[Epoch 264 / Train] 
[Epoch 264 / Train] 
[Epoch 264 / Train] 
[Epoch 264 / Train] 
[Epoch 264 / Train] 
[Epoch 264 / Train] 
[Epoch 264 / Train] 
[Epoch 264 / Train] 
[Epoch 264 / Train] 
[Epoch 264 / Train] 
[Epoch 264 / Train] 
[Epoch 264 / Train] 
[Epoch 264 / Train] 
[Epoch 264 / Train] 
[Epoch 264 / Train] 
[Epoch 264 / Train] 
[Epoch 264 / Train] 
[Epoch 264 / Train] 
[Epoch 264 / Train] 
[Epoch 264 / Train] 
[Epoch 264 / Train] 
[Epoch 264 / Train] 
[Epoch 264 / Train] 
[Epoch 264 / Train] 
[Epoch 264 / Train] 
[Epoch 264 / Train] 
[Epoch 264 / Train] 
[Epoch 264 / Train] 
[Epoch 264 / Train] 
[Epoch 264 / Train] 
[Epoch 264 / Train] 
[Epoch 264 / Train] 
[Epoch 264 / Train] 
[Epoch 264 / Train] 
[Epoch 264 / Train] 
[Epoch 264 / Train] 
[Epoch 264 / Train] 
[Epoch 264 / Train] 
[Epoch 264 / Train] 
[Epoch 264 / Train] 
[Epoch 264 / Train] 
[Epoch 264 / Train] 
[Epoch 264 / Train] 
[Epoch 264 / Train] 
[Epoch 264 / Train] 
[Epoch 264 / Train] 
[Epoch 264 / Train] 
[Epoch 264 / Train] 
[Epoch 264 / Train] 
[Epoch 264 / Train] 
[Epoch 264 / Train] 
[Epoch 264 / Train] 
[Epoch 264 / Train] 
[Epoch 264 / Train] 
[Epoch 264 / Train] loss: 2.5966887032985686 loss_mean: 2.040083248257637 loss_max: 3.1532941613197325 mse_mean: 20.921654703617097 mse_max: 44.576657409667966 mae_mean: 2.040083248257637 mae_max: 3.1532941613197325 me_mean: -0.6539936345103197 me_max: -1.057722145145526 mrmse_mean: 2.040083248257637 mrmse_max: 3.1532941613197325 mrmse_rmvar_mean: 2.1637490166425706 mrmse_rmvar_max: 3.094540312409401 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.04183868395537138 log_var_max: 0.008976105711888522
[Epoch 264 / Val] 
[Epoch 264 / Val] 
[Epoch 264 / Val] 
[Epoch 264 / Val] 
[Epoch 264 / Val] 
[Epoch 264 / Val] 
[Epoch 264 / Val] 
[Epoch 264 / Val] 
[Epoch 264 / Val] 
[Epoch 264 / Val] 
[Epoch 264 / Val] 
[Epoch 264 / Val] 
[Epoch 264 / Val] 
[Epoch 264 / Val] 
[Epoch 264 / Val] 
[Epoch 264 / Val] 
[Epoch 264 / Val] 
[Epoch 264 / Val] 
[Epoch 264 / Val] 
[Epoch 264 / Val] 
[Epoch 264 / Val] 
[Epoch 264 / Val] 
[Epoch 264 / Val] 
[Epoch 264 / Val] 
[Epoch 264 / Val] 
[Epoch 264 / Val] 
[Epoch 264 / Val] 
[Epoch 264 / Val] 
[Epoch 264 / Val] 
[Epoch 264 / Val] 
[Epoch 264 / Val] 
[Epoch 264 / Val] 
[Epoch 264 / Val] 
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[Epoch 264 / Val] loss: 4.44767680978775 loss_mean: 3.406018935441971 loss_max: 5.489334667682647 mse_mean: 46.033988483428956 mse_max: 103.52857080841065 mae_mean: 3.406018935441971 mae_max: 5.489334667682647 me_mean: -0.8692626419829612 me_max: -1.5458783551901578 mrmse_mean: 3.406018935441971 mrmse_max: 5.489334667682647 mrmse_rmvar_mean: 3.4216630363464358 mrmse_rmvar_max: 5.316269968986512 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03986053453013301 log_var_max: 0.007617507135961205
[Epoch 265 / Train] 
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[Epoch 265 / Train] loss: 2.5986554400920867 loss_mean: 2.042137758791447 loss_max: 3.1551731202602387 mse_mean: 20.97588716316223 mse_max: 44.798345978736876 mae_mean: 2.042137758791447 mae_max: 3.1551731202602387 me_mean: -0.6624341508907965 me_max: -1.0660599116147496 mrmse_mean: 2.042137758791447 mrmse_max: 3.1551731202602387 mrmse_rmvar_mean: 2.1701540343761443 mrmse_rmvar_max: 3.1002793098688124 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.04215056468173862 log_var_max: 0.008669374980032445
[Epoch 265 / Val] 
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[Epoch 265 / Val] loss: 4.449724799633026 loss_mean: 3.403887976169586 loss_max: 5.495561617851258 mse_mean: 45.92207888412476 mse_max: 103.83842861938477 mae_mean: 3.403887976169586 mae_max: 5.495561617851258 me_mean: -1.0909689257423743 me_max: -1.938486647568643 mrmse_mean: 3.403887976169586 mrmse_max: 5.495561617851258 mrmse_rmvar_mean: 3.428072443962097 mrmse_rmvar_max: 5.330187647819519 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.038065560098737475 log_var_max: 0.007753500009188429
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[Epoch 266 / Train] 
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[Epoch 266 / Train] loss: 2.5875380636453627 loss_mean: 2.032056554675102 loss_max: 3.1430195705890656 mse_mean: 20.611031312465666 mse_max: 44.1814096403122 mae_mean: 2.032056554675102 mae_max: 3.1430195705890656 me_mean: -0.6451301479893736 me_max: -1.0534410426996184 mrmse_mean: 2.032056554675102 mrmse_max: 3.1430195705890656 mrmse_rmvar_mean: 2.156110735416412 mrmse_rmvar_max: 3.084560933947563 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.0414821209423244 log_var_max: 0.008719706573523582
[Epoch 266 / Val] 
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[Epoch 266 / Val] loss: 4.466583228588104 loss_mean: 3.394561443805695 loss_max: 5.538605027198791 mse_mean: 45.05859659194946 mse_max: 103.36642042541504 mae_mean: 3.394561443805695 mae_max: 5.538605027198791 me_mean: -1.1749780732207 me_max: -1.8646695048585533 mrmse_mean: 3.394561443805695 mrmse_max: 5.538605027198791 mrmse_rmvar_mean: 3.399450204372406 mrmse_rmvar_max: 5.354219216346741 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.038371294680982826 log_var_max: 0.006416379238123227
[Epoch 267 / Train] 
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[Epoch 267 / Train] loss: 2.6230042814016343 loss_mean: 2.061848994731903 loss_max: 3.1841595628261565 mse_mean: 21.43990394973755 mse_max: 45.5326764125824 mae_mean: 2.061848994731903 mae_max: 3.1841595628261565 me_mean: -0.6756908947849879 me_max: -1.0841067097915802 mrmse_mean: 2.061848994731903 mrmse_max: 3.1841595628261565 mrmse_rmvar_mean: 2.1853954244852067 mrmse_rmvar_max: 3.124190236926079 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.041625917751342056 log_var_max: 0.009080038579180837
[Epoch 267 / Val] 
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[Epoch 267 / Val] loss: 4.448722721099854 loss_mean: 3.400865246295929 loss_max: 5.496580198764801 mse_mean: 45.96395782089233 mse_max: 104.46086890411377 mae_mean: 3.400865246295929 mae_max: 5.496580198764801 me_mean: -1.1454759367918597 me_max: -1.784198240697384 mrmse_mean: 3.400865246295929 mrmse_max: 5.496580198764801 mrmse_rmvar_mean: 3.422245955467224 mrmse_rmvar_max: 5.327452987670898 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03865075109899044 log_var_max: 0.006991549584083259
[Epoch 268 / Train] 
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[Epoch 268 / Train] 
[Epoch 268 / Train] 
[Epoch 268 / Train] 
[Epoch 268 / Train] 
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[Epoch 268 / Train] 
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[Epoch 268 / Train] 
[Epoch 268 / Train] 
[Epoch 268 / Train] 
[Epoch 268 / Train] 
[Epoch 268 / Train] 
[Epoch 268 / Train] loss: 2.598872456908226 loss_mean: 2.0404543197155 loss_max: 3.1572905937433244 mse_mean: 21.014509589672087 mse_max: 44.81888753986359 mae_mean: 2.0404543197155 mae_max: 3.1572905937433244 me_mean: -0.6634815186732449 me_max: -1.0693304528603331 mrmse_mean: 2.0404543197155 mrmse_max: 3.1572905937433244 mrmse_rmvar_mean: 2.1657705571651458 mrmse_rmvar_max: 3.1001825751066208 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.042137551181018355 log_var_max: 0.008357514240313321
[Epoch 268 / Val] 
[Epoch 268 / Val] 
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[Epoch 268 / Val] loss: 4.520500212192536 loss_mean: 3.4711954963207243 loss_max: 5.569804921627044 mse_mean: 47.19277252197266 mse_max: 106.291043510437 mae_mean: 3.4711954963207243 mae_max: 5.569804921627044 me_mean: -0.7983934889435769 me_max: -1.4173626107968158 mrmse_mean: 3.4711954963207243 mrmse_max: 5.569804921627044 mrmse_rmvar_mean: 3.4853355305194853 mrmse_rmvar_max: 5.400779445171356 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03914308348298073 log_var_max: 0.006761387361213565
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[Epoch 269 / Train] loss: 2.5731064479351042 loss_mean: 2.017718665599823 loss_max: 3.1284942325353624 mse_mean: 20.59873839569092 mse_max: 44.20577553272247 mae_mean: 2.017718665599823 mae_max: 3.1284942325353624 me_mean: -0.649085428047285 me_max: -1.0595766996119638 mrmse_mean: 2.017718665599823 mrmse_max: 3.1284942325353624 mrmse_rmvar_mean: 2.1482091410160065 mrmse_rmvar_max: 3.0759938259124757 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.04212315795570612 log_var_max: 0.008140296012628823
[Epoch 269 / Val] 
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[Epoch 269 / Val] loss: 4.509475272655487 loss_mean: 3.4599121379852296 loss_max: 5.55903841972351 mse_mean: 47.1958177986145 mse_max: 105.83053714752197 mae_mean: 3.4599121379852296 mae_max: 5.55903841972351 me_mean: -1.0957139147496782 me_max: -1.8792161091370507 mrmse_mean: 3.4599121379852296 mrmse_max: 5.55903841972351 mrmse_rmvar_mean: 3.4885771265029906 mrmse_rmvar_max: 5.397210020065308 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.039376099493354556 log_var_max: 0.00835533993737772
[Epoch 270 / Train] 
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[Epoch 270 / Train] loss: 2.5827944202423097 loss_mean: 2.03002301299572 loss_max: 3.1355658247470855 mse_mean: 20.859121982574464 mse_max: 44.36156139183044 mae_mean: 2.03002301299572 mae_max: 3.1355658247470855 me_mean: -0.6566943918495163 me_max: -1.0629022206757217 mrmse_mean: 2.03002301299572 mrmse_max: 3.1355658247470855 mrmse_rmvar_mean: 2.158887782692909 mrmse_rmvar_max: 3.0820873658657075 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.041602455720305444 log_var_max: 0.008748507444281132
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[Epoch 270 / Val] loss: 4.42547650384903 loss_mean: 3.4000697600841523 loss_max: 5.450883247375488 mse_mean: 46.253025646209714 mse_max: 103.63826597595215 mae_mean: 3.4000697600841523 mae_max: 5.450883247375488 me_mean: -0.9703204320934019 me_max: -1.8004953150642105 mrmse_mean: 3.4000697600841523 mrmse_max: 5.450883247375488 mrmse_rmvar_mean: 3.4323370370864867 mrmse_rmvar_max: 5.299640614986419 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.04059486412256956 log_var_max: 0.010397084129974246
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[Epoch 271 / Train] loss: 2.603250051021576 loss_mean: 2.0459586738348006 loss_max: 3.1605414291620253 mse_mean: 21.162849596500397 mse_max: 44.99866899204254 mae_mean: 2.0459586738348006 mae_max: 3.1605414291620253 me_mean: -0.6607646129578352 me_max: -1.0734106163228863 mrmse_mean: 2.0459586738348006 mrmse_max: 3.1605414291620253 mrmse_rmvar_mean: 2.1695217677354814 mrmse_rmvar_max: 3.1016990773677824 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.04107632665708661 log_var_max: 0.007369014172814786
[Epoch 271 / Val] 
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[Epoch 271 / Val] loss: 4.438162565231323 loss_mean: 3.3897493104934693 loss_max: 5.486575810432434 mse_mean: 45.45417660903931 mse_max: 103.36927073669433 mae_mean: 3.3897493104934693 mae_max: 5.486575810432434 me_mean: -1.0690488384822383 me_max: -1.7593960376093165 mrmse_mean: 3.3897493104934693 mrmse_max: 5.486575810432434 mrmse_rmvar_mean: 3.4044181537628173 mrmse_rmvar_max: 5.31157393026352 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03628750428929925 log_var_max: 0.0066942262668162585
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[Epoch 272 / Train] loss: 2.6154924094676972 loss_mean: 2.055891885638237 loss_max: 3.1750929337739944 mse_mean: 21.25375920343399 mse_max: 45.340259413719174 mae_mean: 2.055891885638237 mae_max: 3.1750929337739944 me_mean: -0.6696726568165468 me_max: -1.081716776735615 mrmse_mean: 2.055891885638237 mrmse_max: 3.1750929337739944 mrmse_rmvar_mean: 2.1773072785139083 mrmse_rmvar_max: 3.114386929988861 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.04029253211244941 log_var_max: 0.007906673503573984
[Epoch 272 / Val] 
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[Epoch 272 / Val] loss: 4.481161803245544 loss_mean: 3.450223826885223 loss_max: 5.512099788188935 mse_mean: 47.19575924301147 mse_max: 104.8206658859253 mae_mean: 3.450223826885223 mae_max: 5.512099788188935 me_mean: -0.7434091352645773 me_max: -1.449397252611816 mrmse_mean: 3.450223826885223 mrmse_max: 5.512099788188935 mrmse_rmvar_mean: 3.473251307964325 mrmse_rmvar_max: 5.348403589248657 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.038748313948512074 log_var_max: 0.00886341297859326
[Epoch 273 / Train] 
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[Epoch 273 / Train] loss: 2.5835275135040283 loss_mean: 2.0294351061582567 loss_max: 3.137619922041893 mse_mean: 20.665215903759 mse_max: 44.190047812461856 mae_mean: 2.0294351061582567 mae_max: 3.137619922041893 me_mean: -0.6540936081211548 me_max: -1.0632499610832855 mrmse_mean: 2.0294351061582567 mrmse_max: 3.137619922041893 mrmse_rmvar_mean: 2.1528553286790846 mrmse_rmvar_max: 3.0784624761343 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.04101160948351026 log_var_max: 0.00755635105422698
[Epoch 273 / Val] 
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[Epoch 273 / Val] loss: 4.522507801532745 loss_mean: 3.4570410099029543 loss_max: 5.587974583148957 mse_mean: 46.47628968429565 mse_max: 105.49580923461914 mae_mean: 3.4570410099029543 mae_max: 5.587974583148957 me_mean: -0.8609363504283829 me_max: -1.3127140883505344 mrmse_mean: 3.4570410099029543 mrmse_max: 5.587974583148957 mrmse_rmvar_mean: 3.4509014167785645 mrmse_rmvar_max: 5.389861471652985 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03872924723103643 log_var_max: 0.007540119751356542
[Epoch 274 / Train] 
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[Epoch 274 / Train] loss: 2.5832474571466446 loss_mean: 2.027226415872574 loss_max: 3.1392685061693193 mse_mean: 20.775252639770507 mse_max: 44.5492561712265 mae_mean: 2.027226415872574 mae_max: 3.1392685061693193 me_mean: -0.6636969183700712 me_max: -1.0786744563654065 mrmse_mean: 2.027226415872574 mrmse_max: 3.1392685061693193 mrmse_rmvar_mean: 2.1558004534244537 mrmse_rmvar_max: 3.085253294110298 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.04048207662254572 log_var_max: 0.007215250346809626
[Epoch 274 / Val] 
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[Epoch 274 / Val] loss: 4.394288045883179 loss_mean: 3.350065857887268 loss_max: 5.438510210037231 mse_mean: 43.84224675369263 mse_max: 100.48585306549072 mae_mean: 3.350065857887268 mae_max: 5.438510210037231 me_mean: -1.0424427539631724 me_max: -1.562573899170384 mrmse_mean: 3.350065857887268 mrmse_max: 5.438510210037231 mrmse_rmvar_mean: 3.363682494163513 mrmse_rmvar_max: 5.2632558999061585 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03881239583715797 log_var_max: 0.005661289916752139
[Epoch 275 / Train] 
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[Epoch 275 / Train] loss: 2.5952579910755156 loss_mean: 2.041978444337845 loss_max: 3.148537540316582 mse_mean: 20.937407958984377 mse_max: 44.67216607761383 mae_mean: 2.041978444337845 mae_max: 3.148537540316582 me_mean: -0.6530568368330715 me_max: -1.0611652391538955 mrmse_mean: 2.041978444337845 mrmse_max: 3.148537540316582 mrmse_rmvar_mean: 2.165325698852539 mrmse_rmvar_max: 3.091022406578064 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.04018732767552138 log_var_max: 0.0073176153991371395
[Epoch 275 / Val] 
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[Epoch 275 / Val] 
[Epoch 275 / Val] loss: 4.35870346736908 loss_mean: 3.3207239444255827 loss_max: 5.396682984352112 mse_mean: 45.29309322357178 mse_max: 103.37402589416504 mae_mean: 3.3207239444255827 mae_max: 5.396682984352112 me_mean: -1.335687265560031 me_max: -2.273410688021686 mrmse_mean: 3.3207239444255827 mrmse_max: 5.396682984352112 mrmse_rmvar_mean: 3.3630118131637574 mrmse_rmvar_max: 5.244305143356323 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03868353278562427 log_var_max: 0.007869101288437378
[Epoch 276 / Train] 
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[Epoch 276 / Train] loss: 2.5804873442649843 loss_mean: 2.025645208954811 loss_max: 3.1353294825553895 mse_mean: 20.854574903964995 mse_max: 44.512761944770816 mae_mean: 2.025645208954811 mae_max: 3.1353294825553895 me_mean: -0.6614500842095585 me_max: -1.0739178869142196 mrmse_mean: 2.025645208954811 mrmse_max: 3.1353294825553895 mrmse_rmvar_mean: 2.155754887342453 mrmse_rmvar_max: 3.0819946366548536 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.039554845556616786 log_var_max: 0.0076205853684805334
[Epoch 276 / Val] 
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[Epoch 276 / Val] loss: 4.326083235263824 loss_mean: 3.2883978202342985 loss_max: 5.363768659114838 mse_mean: 43.96468301963806 mse_max: 100.53865501403808 mae_mean: 3.2883978202342985 mae_max: 5.363768659114838 me_mean: -1.3654682621136307 me_max: -2.2430988939777015 mrmse_mean: 3.2883978202342985 mrmse_max: 5.363768659114838 mrmse_rmvar_mean: 3.3267546622753144 mrmse_rmvar_max: 5.21110964012146 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03633372583240271 log_var_max: 0.007178265579976141
[Epoch 277 / Train] 
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[Epoch 277 / Train] loss: 2.58198064827919 loss_mean: 2.0257742033600805 loss_max: 3.138187085032463 mse_mean: 20.85325918531418 mse_max: 44.691586496353146 mae_mean: 2.0257742033600805 mae_max: 3.138187085032463 me_mean: -0.6649985138147604 me_max: -1.0867202798649669 mrmse_mean: 2.0257742033600805 mrmse_max: 3.138187085032463 mrmse_rmvar_mean: 2.1531955506801603 mrmse_rmvar_max: 3.0828364000320434 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.040399502366781234 log_var_max: 0.00755170495249331
[Epoch 277 / Val] 
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[Epoch 277 / Val] loss: 4.361436963558197 loss_mean: 3.332025633573532 loss_max: 5.390848301410675 mse_mean: 45.01969535446167 mse_max: 101.57967054748535 mae_mean: 3.332025633573532 mae_max: 5.390848301410675 me_mean: -1.0153941239714623 me_max: -1.902065492630005 mrmse_mean: 3.332025633573532 mrmse_max: 5.390848301410675 mrmse_rmvar_mean: 3.357603660106659 mrmse_rmvar_max: 5.222138798713684 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03842410775274038 log_var_max: 0.00791659408248961
[Epoch 278 / Train] 
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[Epoch 278 / Train] loss: 2.6011855064630507 loss_mean: 2.0389577655792235 loss_max: 3.163413245201111 mse_mean: 21.07216810131073 mse_max: 45.223776927947995 mae_mean: 2.0389577655792235 mae_max: 3.163413245201111 me_mean: -0.6703422605489614 me_max: -1.0906001008881723 mrmse_mean: 2.0389577655792235 mrmse_max: 3.163413245201111 mrmse_rmvar_mean: 2.167428882956505 mrmse_rmvar_max: 3.1086588060855864 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.04044351075962186 log_var_max: 0.0071391062871553005
[Epoch 278 / Val] 
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[Epoch 278 / Val] loss: 4.442094281673431 loss_mean: 3.4022383916378023 loss_max: 5.481950154304505 mse_mean: 46.72270584487915 mse_max: 104.64941730499268 mae_mean: 3.4022383916378023 mae_max: 5.481950154304505 me_mean: -1.0865389583967626 me_max: -2.041329767851159 mrmse_mean: 3.4022383916378023 mrmse_max: 5.481950154304505 mrmse_rmvar_mean: 3.437611686706543 mrmse_rmvar_max: 5.327353176593781 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03753793493658304 log_var_max: 0.006695036661345512
[Epoch 279 / Train] 
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[Epoch 279 / Train] loss: 2.5955761243104933 loss_mean: 2.035793774366379 loss_max: 3.1553584767580034 mse_mean: 20.9549003868103 mse_max: 44.91512366008759 mae_mean: 2.035793774366379 mae_max: 3.1553584767580034 me_mean: -0.668763232003781 me_max: -1.0864284067998815 mrmse_mean: 2.035793774366379 mrmse_max: 3.1553584767580034 mrmse_rmvar_mean: 2.159516490340233 mrmse_rmvar_max: 3.096083924770355 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.04078880036249757 log_var_max: 0.007200587526662275
[Epoch 279 / Val] 
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[Epoch 279 / Val] loss: 4.447065680027008 loss_mean: 3.384973257780075 loss_max: 5.509158083438873 mse_mean: 44.96468551635742 mse_max: 102.84143587493897 mae_mean: 3.384973257780075 mae_max: 5.509158083438873 me_mean: -1.108617554295808 me_max: -1.819604212324135 mrmse_mean: 3.384973257780075 mrmse_max: 5.509158083438873 mrmse_rmvar_mean: 3.3964699506759644 mrmse_rmvar_max: 5.330491812229156 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03863023453950882 log_var_max: 0.007514706998597831
[Epoch 280 / Train] 
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[Epoch 280 / Train] 
[Epoch 280 / Train] 
[Epoch 280 / Train] loss: 2.558352833509445 loss_mean: 2.0069086191654204 loss_max: 3.1097970519065856 mse_mean: 20.377309594631196 mse_max: 43.82739950656891 mae_mean: 2.0069086191654204 mae_max: 3.1097970519065856 me_mean: -0.6429689718806185 me_max: -1.0503235918981955 mrmse_mean: 2.0069086191654204 mrmse_max: 3.1097970519065856 mrmse_rmvar_mean: 2.1386961970329286 mrmse_rmvar_max: 3.058920068025589 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.04078854012861848 log_var_max: 0.00682920117652975
[Epoch 280 / Val] 
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[Epoch 280 / Val] loss: 4.453477323532105 loss_mean: 3.4013374614715577 loss_max: 5.505617182731628 mse_mean: 45.011640098571775 mse_max: 102.94041903686524 mae_mean: 3.4013374614715577 mae_max: 5.505617182731628 me_mean: -1.15864036311768 me_max: -1.7087189541459085 mrmse_mean: 3.4013374614715577 mrmse_max: 5.505617182731628 mrmse_rmvar_mean: 3.408468159198761 mrmse_rmvar_max: 5.325395139694214 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03818246844038367 log_var_max: 0.007113194013712928
[Epoch 281 / Train] 
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[Epoch 281 / Train] 
[Epoch 281 / Train] 
[Epoch 281 / Train] 
[Epoch 281 / Train] 
[Epoch 281 / Train] 
[Epoch 281 / Train] 
[Epoch 281 / Train] 
[Epoch 281 / Train] 
[Epoch 281 / Train] 
[Epoch 281 / Train] 
[Epoch 281 / Train] 
[Epoch 281 / Train] 
[Epoch 281 / Train] 
[Epoch 281 / Train] 
[Epoch 281 / Train] 
[Epoch 281 / Train] 
[Epoch 281 / Train] 
[Epoch 281 / Train] 
[Epoch 281 / Train] 
[Epoch 281 / Train] 
[Epoch 281 / Train] 
[Epoch 281 / Train] 
[Epoch 281 / Train] 
[Epoch 281 / Train] 
[Epoch 281 / Train] 
[Epoch 281 / Train] 
[Epoch 281 / Train] 
[Epoch 281 / Train] 
[Epoch 281 / Train] 
[Epoch 281 / Train] 
[Epoch 281 / Train] 
[Epoch 281 / Train] 
[Epoch 281 / Train] 
[Epoch 281 / Train] 
[Epoch 281 / Train] 
[Epoch 281 / Train] 
[Epoch 281 / Train] 
[Epoch 281 / Train] 
[Epoch 281 / Train] 
[Epoch 281 / Train] 
[Epoch 281 / Train] 
[Epoch 281 / Train] 
[Epoch 281 / Train] 
[Epoch 281 / Train] 
[Epoch 281 / Train] 
[Epoch 281 / Train] 
[Epoch 281 / Train] 
[Epoch 281 / Train] 
[Epoch 281 / Train] 
[Epoch 281 / Train] 
[Epoch 281 / Train] 
[Epoch 281 / Train] 
[Epoch 281 / Train] 
[Epoch 281 / Train] 
[Epoch 281 / Train] 
[Epoch 281 / Train] 
[Epoch 281 / Train] 
[Epoch 281 / Train] 
[Epoch 281 / Train] 
[Epoch 281 / Train] 
[Epoch 281 / Train] 
[Epoch 281 / Train] 
[Epoch 281 / Train] 
[Epoch 281 / Train] 
[Epoch 281 / Train] 
[Epoch 281 / Train] 
[Epoch 281 / Train] 
[Epoch 281 / Train] 
[Epoch 281 / Train] 
[Epoch 281 / Train] 
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[Epoch 281 / Train] loss: 2.5921688240766527 loss_mean: 2.0312169647216796 loss_max: 3.153120678305626 mse_mean: 20.996239805221556 mse_max: 45.224068587303165 mae_mean: 2.0312169647216796 mae_max: 3.153120678305626 me_mean: -0.6661173803878045 me_max: -1.0775129497672897 mrmse_mean: 2.0312169647216796 mrmse_max: 3.153120678305626 mrmse_rmvar_mean: 2.16018598818779 mrmse_rmvar_max: 3.099801833987236 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.040252275597304106 log_var_max: 0.006901709481608123
[Epoch 281 / Val] 
[Epoch 281 / Val] 
[Epoch 281 / Val] 
[Epoch 281 / Val] 
[Epoch 281 / Val] 
[Epoch 281 / Val] 
[Epoch 281 / Val] 
[Epoch 281 / Val] 
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[Epoch 281 / Val] loss: 4.562296219348908 loss_mean: 3.5169157843589782 loss_max: 5.607676627635956 mse_mean: 48.96691388320923 mse_max: 108.5168613433838 mae_mean: 3.5169157843589782 mae_max: 5.607676627635956 me_mean: -0.710436096037738 me_max: -1.3710508064506575 mrmse_mean: 3.5169157843589782 mrmse_max: 5.607676627635956 mrmse_rmvar_mean: 3.532504982948303 mrmse_rmvar_max: 5.438412143230439 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03976609979942441 log_var_max: 0.006615599125623703
[Epoch 282 / Train] 
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[Epoch 282 / Train] 
[Epoch 282 / Train] 
[Epoch 282 / Train] 
[Epoch 282 / Train] 
[Epoch 282 / Train] 
[Epoch 282 / Train] 
[Epoch 282 / Train] 
[Epoch 282 / Train] 
[Epoch 282 / Train] 
[Epoch 282 / Train] 
[Epoch 282 / Train] 
[Epoch 282 / Train] 
[Epoch 282 / Train] 
[Epoch 282 / Train] 
[Epoch 282 / Train] 
[Epoch 282 / Train] 
[Epoch 282 / Train] 
[Epoch 282 / Train] 
[Epoch 282 / Train] 
[Epoch 282 / Train] 
[Epoch 282 / Train] 
[Epoch 282 / Train] 
[Epoch 282 / Train] 
[Epoch 282 / Train] 
[Epoch 282 / Train] 
[Epoch 282 / Train] 
[Epoch 282 / Train] 
[Epoch 282 / Train] 
[Epoch 282 / Train] 
[Epoch 282 / Train] 
[Epoch 282 / Train] 
[Epoch 282 / Train] 
[Epoch 282 / Train] 
[Epoch 282 / Train] 
[Epoch 282 / Train] 
[Epoch 282 / Train] 
[Epoch 282 / Train] 
[Epoch 282 / Train] 
[Epoch 282 / Train] 
[Epoch 282 / Train] 
[Epoch 282 / Train] 
[Epoch 282 / Train] 
[Epoch 282 / Train] 
[Epoch 282 / Train] 
[Epoch 282 / Train] 
[Epoch 282 / Train] 
[Epoch 282 / Train] 
[Epoch 282 / Train] 
[Epoch 282 / Train] 
[Epoch 282 / Train] 
[Epoch 282 / Train] 
[Epoch 282 / Train] 
[Epoch 282 / Train] 
[Epoch 282 / Train] 
[Epoch 282 / Train] 
[Epoch 282 / Train] 
[Epoch 282 / Train] 
[Epoch 282 / Train] 
[Epoch 282 / Train] 
[Epoch 282 / Train] 
[Epoch 282 / Train] 
[Epoch 282 / Train] 
[Epoch 282 / Train] 
[Epoch 282 / Train] 
[Epoch 282 / Train] 
[Epoch 282 / Train] 
[Epoch 282 / Train] 
[Epoch 282 / Train] 
[Epoch 282 / Train] 
[Epoch 282 / Train] 
[Epoch 282 / Train] 
[Epoch 282 / Train] 
[Epoch 282 / Train] 
[Epoch 282 / Train] 
[Epoch 282 / Train] 
[Epoch 282 / Train] 
[Epoch 282 / Train] 
[Epoch 282 / Train] 
[Epoch 282 / Train] 
[Epoch 282 / Train] 
[Epoch 282 / Train] 
[Epoch 282 / Train] 
[Epoch 282 / Train] 
[Epoch 282 / Train] 
[Epoch 282 / Train] 
[Epoch 282 / Train] 
[Epoch 282 / Train] 
[Epoch 282 / Train] loss: 2.5980912129879 loss_mean: 2.0364868794679643 loss_max: 3.159695545911789 mse_mean: 21.004926011562347 mse_max: 45.0462358417511 mae_mean: 2.0364868794679643 mae_max: 3.159695545911789 me_mean: -0.6709047796719242 me_max: -1.0915530713240151 mrmse_mean: 2.0364868794679643 mrmse_max: 3.159695545911789 mrmse_rmvar_mean: 2.1621438289880754 mrmse_rmvar_max: 3.1030479196310043 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.040230029314756395 log_var_max: 0.007668524950044229
[Epoch 282 / Val] 
[Epoch 282 / Val] 
[Epoch 282 / Val] 
[Epoch 282 / Val] 
[Epoch 282 / Val] 
[Epoch 282 / Val] 
[Epoch 282 / Val] 
[Epoch 282 / Val] 
[Epoch 282 / Val] 
[Epoch 282 / Val] 
[Epoch 282 / Val] 
[Epoch 282 / Val] 
[Epoch 282 / Val] 
[Epoch 282 / Val] 
[Epoch 282 / Val] 
[Epoch 282 / Val] 
[Epoch 282 / Val] 
[Epoch 282 / Val] 
[Epoch 282 / Val] 
[Epoch 282 / Val] 
[Epoch 282 / Val] 
[Epoch 282 / Val] 
[Epoch 282 / Val] 
[Epoch 282 / Val] 
[Epoch 282 / Val] 
[Epoch 282 / Val] 
[Epoch 282 / Val] 
[Epoch 282 / Val] 
[Epoch 282 / Val] 
[Epoch 282 / Val] 
[Epoch 282 / Val] 
[Epoch 282 / Val] 
[Epoch 282 / Val] 
[Epoch 282 / Val] 
[Epoch 282 / Val] 
[Epoch 282 / Val] 
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[Epoch 282 / Val] loss: 4.34229207611084 loss_mean: 3.3056724593639375 loss_max: 5.3789116892814635 mse_mean: 44.276138526916505 mse_max: 100.86801217651367 mae_mean: 3.3056724593639375 mae_max: 5.3789116892814635 me_mean: -1.3090931565351784 me_max: -2.1545979995727538 mrmse_mean: 3.3056724593639375 mrmse_max: 5.3789116892814635 mrmse_rmvar_mean: 3.3350292286872865 mrmse_rmvar_max: 5.2102105813026425 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.0369559015519917 log_var_max: 0.007922500061802566
[Epoch 283 / Train] 
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[Epoch 283 / Train] loss: 2.5860334068536757 loss_mean: 2.031990944623947 loss_max: 3.1400758751630784 mse_mean: 20.929909559726717 mse_max: 44.66461226272583 mae_mean: 2.031990944623947 mae_max: 3.1400758751630784 me_mean: -0.6591014913138934 me_max: -1.075239542843774 mrmse_mean: 2.031990944623947 mrmse_max: 3.1400758751630784 mrmse_rmvar_mean: 2.1586616970300674 mrmse_rmvar_max: 3.0842021322250366 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.04027205128222704 log_var_max: 0.007323136227438226
[Epoch 283 / Val] 
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[Epoch 283 / Val] loss: 4.565665279388428 loss_mean: 3.5182131214141847 loss_max: 5.613117440700531 mse_mean: 47.925699241638185 mse_max: 106.38741716003418 mae_mean: 3.5182131214141847 mae_max: 5.613117440700531 me_mean: -0.8586995370076038 me_max: -1.6180507012307643 mrmse_mean: 3.5182131214141847 mrmse_max: 5.613117440700531 mrmse_rmvar_mean: 3.52732750415802 mrmse_rmvar_max: 5.441082647800446 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03971683081611991 log_var_max: 0.007759920610580593
[Epoch 284 / Train] 
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[Epoch 284 / Train] loss: 2.5796554279327393 loss_mean: 2.0245267157554627 loss_max: 3.134784135699272 mse_mean: 20.727481452941895 mse_max: 44.38593183898926 mae_mean: 2.0245267157554627 mae_max: 3.134784135699272 me_mean: -0.6586785403426038 me_max: -1.067608357015095 mrmse_mean: 2.0245267157554627 mrmse_max: 3.134784135699272 mrmse_rmvar_mean: 2.1492535564899446 mrmse_rmvar_max: 3.0767360856533053 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03995270532369614 log_var_max: 0.006627633330412209
[Epoch 284 / Val] 
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[Epoch 284 / Val] loss: 4.38778324174881 loss_mean: 3.3436530854701996 loss_max: 5.431913378238678 mse_mean: 45.68889273834228 mse_max: 103.79385836029053 mae_mean: 3.3436530854701996 mae_max: 5.431913378238678 me_mean: -1.17520343785733 me_max: -2.053962569989264 mrmse_mean: 3.3436530854701996 mrmse_max: 5.431913378238678 mrmse_rmvar_mean: 3.3789827806949617 mrmse_rmvar_max: 5.272927127361298 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.035789269525557756 log_var_max: 0.008816780250519515
[Epoch 285 / Train] 
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[Epoch 285 / Train] loss: 2.5897923107147216 loss_mean: 2.0337763035297396 loss_max: 3.1458083219528197 mse_mean: 20.821996455669403 mse_max: 44.58963927268982 mae_mean: 2.0337763035297396 mae_max: 3.1458083219528197 me_mean: -0.6635085654995637 me_max: -1.0808733354154973 mrmse_mean: 2.0337763035297396 mrmse_max: 3.1458083219528197 mrmse_rmvar_mean: 2.1584864087104796 mrmse_rmvar_max: 3.089573818206787 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03937985806912184 log_var_max: 0.007008786133490503
[Epoch 285 / Val] 
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[Epoch 285 / Val] loss: 4.359731156826019 loss_mean: 3.316599229812622 loss_max: 5.40286306476593 mse_mean: 45.27263543701172 mse_max: 102.29899974060059 mae_mean: 3.316599229812622 mae_max: 5.40286306476593 me_mean: -1.4838249631673097 me_max: -2.3885887042582037 mrmse_mean: 3.316599229812622 mrmse_max: 5.40286306476593 mrmse_rmvar_mean: 3.3599260687828063 mrmse_rmvar_max: 5.248321552753448 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03703598623722792 log_var_max: 0.008204220065381377
[Epoch 286 / Train] 
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[Epoch 286 / Train] loss: 2.577193957567215 loss_mean: 2.0235176787376403 loss_max: 3.1308702400922774 mse_mean: 20.766951076507567 mse_max: 44.48485648822784 mae_mean: 2.0235176787376403 mae_max: 3.1308702400922774 me_mean: -0.6540970480164978 me_max: -1.067511552426382 mrmse_mean: 2.0235176787376403 mrmse_max: 3.1308702400922774 mrmse_rmvar_mean: 2.150705746293068 mrmse_rmvar_max: 3.0782057025432588 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03938397980108857 log_var_max: 0.007661045303568244
[Epoch 286 / Val] 
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[Epoch 286 / Val] loss: 4.440541250705719 loss_mean: 3.3895641658306124 loss_max: 5.491518333435058 mse_mean: 46.0472156867981 mse_max: 105.23069192504883 mae_mean: 3.3895641658306124 mae_max: 5.491518333435058 me_mean: -0.9457721959305927 me_max: -1.555779692126438 mrmse_mean: 3.3895641658306124 mrmse_max: 5.491518333435058 mrmse_rmvar_mean: 3.415994517326355 mrmse_rmvar_max: 5.3327036485671995 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03667254187911749 log_var_max: 0.00781774583645165
[Epoch 287 / Train] 
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[Epoch 287 / Train] loss: 2.600704483270645 loss_mean: 2.039516969203949 loss_max: 3.1618919987678527 mse_mean: 21.064076169967652 mse_max: 45.10818968296051 mae_mean: 2.039516969203949 mae_max: 3.1618919987678527 me_mean: -0.6719236870402383 me_max: -1.090922594645992 mrmse_mean: 2.039516969203949 mrmse_max: 3.1618919987678527 mrmse_rmvar_mean: 2.163303280353546 mrmse_rmvar_max: 3.1021767035722734 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03903444748744368 log_var_max: 0.0076265003113076095
[Epoch 287 / Val] 
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[Epoch 287 / Val] loss: 4.4813280425071715 loss_mean: 3.4477221851348876 loss_max: 5.514933913230896 mse_mean: 46.83616207885742 mse_max: 103.8139247970581 mae_mean: 3.4477221851348876 mae_max: 5.514933913230896 me_mean: -0.8639877607969102 me_max: -1.5721139259538612 mrmse_mean: 3.4477221851348876 mrmse_max: 5.514933913230896 mrmse_rmvar_mean: 3.4620845832824707 mrmse_rmvar_max: 5.338897120952606 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.036269877124577764 log_var_max: 0.009112578752450645
[Epoch 288 / Train] 
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[Epoch 288 / Train] loss: 2.580233911514282 loss_mean: 2.0263846309781073 loss_max: 3.134083195924759 mse_mean: 20.951076551437378 mse_max: 44.69202549552917 mae_mean: 2.0263846309781073 mae_max: 3.134083195924759 me_mean: -0.6687985563885886 me_max: -1.0835296037974766 mrmse_mean: 2.0263846309781073 mrmse_max: 3.134083195924759 mrmse_rmvar_mean: 2.1553582311868666 mrmse_rmvar_max: 3.081937759876251 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03959575517103076 log_var_max: 0.006545950351515785
[Epoch 288 / Val] 
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[Epoch 288 / Val] loss: 4.318755778312683 loss_mean: 3.2875133452415466 loss_max: 5.349998209476471 mse_mean: 44.083106985092165 mse_max: 99.58611242675781 mae_mean: 3.2875133452415466 mae_max: 5.349998209476471 me_mean: -1.3807976442947985 me_max: -2.248332692742348 mrmse_mean: 3.2875133452415466 mrmse_max: 5.349998209476471 mrmse_rmvar_mean: 3.3223823165893553 mrmse_rmvar_max: 5.188457905769348 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03306401301547885 log_var_max: 0.008185030490159988
[Epoch 289 / Train] 
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[Epoch 289 / Train] loss: 2.597155746102333 loss_mean: 2.0369469884634017 loss_max: 3.1573645045757295 mse_mean: 20.96245437335968 mse_max: 44.97369607257843 mae_mean: 2.0369469884634017 mae_max: 3.1573645045757295 me_mean: -0.6711049514854094 me_max: -1.0948734409268945 mrmse_mean: 2.0369469884634017 mrmse_max: 3.1573645045757295 mrmse_rmvar_mean: 2.1590549416542055 mrmse_rmvar_max: 3.096807957291603 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03907309672236443 log_var_max: 0.006316975736990571
[Epoch 289 / Val] 
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[Epoch 289 / Val] loss: 4.462690348148346 loss_mean: 3.411780565023422 loss_max: 5.513600147724151 mse_mean: 45.684674608230594 mse_max: 104.11645110321045 mae_mean: 3.411780565023422 mae_max: 5.513600147724151 me_mean: -1.1432024359153583 me_max: -1.821763663418591 mrmse_mean: 3.411780565023422 mrmse_max: 5.513600147724151 mrmse_rmvar_mean: 3.4295130515098573 mrmse_rmvar_max: 5.345421339988708 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03554919433221221 log_var_max: 0.006263375651789829
[Epoch 290 / Train] 
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[Epoch 290 / Train] loss: 2.5617036455869675 loss_mean: 2.0112392765283587 loss_max: 3.112168023347855 mse_mean: 20.723919601917267 mse_max: 44.38824580860138 mae_mean: 2.0112392765283587 mae_max: 3.112168023347855 me_mean: -0.6706546606195625 me_max: -1.0997623065670488 mrmse_mean: 2.0112392765283587 mrmse_max: 3.112168023347855 mrmse_rmvar_mean: 2.1420333318710325 mrmse_rmvar_max: 3.0612961258888243 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03964414470270276 log_var_max: 0.006407955338712782
[Epoch 290 / Val] 
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[Epoch 290 / Val] loss: 4.467259805202485 loss_mean: 3.426113196134567 loss_max: 5.5084064192771915 mse_mean: 46.68556334686279 mse_max: 104.42631258392333 mae_mean: 3.426113196134567 mae_max: 5.5084064192771915 me_mean: -1.006535728164483 me_max: -1.6164691457510927 mrmse_mean: 3.426113196134567 mrmse_max: 5.5084064192771915 mrmse_rmvar_mean: 3.4418801667690277 mrmse_rmvar_max: 5.332022899150848 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03570055270567536 log_var_max: 0.006700294882524759
[Epoch 291 / Train] 
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[Epoch 291 / Train] loss: 2.561036794900894 loss_mean: 2.012300238609314 loss_max: 3.1097733501195908 mse_mean: 20.569808614730835 mse_max: 43.830884329795836 mae_mean: 2.012300238609314 mae_max: 3.1097733501195908 me_mean: -0.6488936815643683 me_max: -1.0560299689327366 mrmse_mean: 2.012300238609314 mrmse_max: 3.1097733501195908 mrmse_rmvar_mean: 2.1409532368183135 mrmse_rmvar_max: 3.056376036643982 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03939861674234271 log_var_max: 0.007220432320144027
[Epoch 291 / Val] 
[Epoch 291 / Val] 
[Epoch 291 / Val] 
[Epoch 291 / Val] 
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[Epoch 291 / Val] loss: 4.449188115119934 loss_mean: 3.403581610202789 loss_max: 5.494794620037079 mse_mean: 45.68934884643555 mse_max: 102.52701554107666 mae_mean: 3.403581610202789 mae_max: 5.494794620037079 me_mean: -0.9881042788531631 me_max: -1.7271127915047109 mrmse_mean: 3.403581610202789 mrmse_max: 5.494794620037079 mrmse_rmvar_mean: 3.41097234416008 mrmse_rmvar_max: 5.3057482991218565 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.036327159848064186 log_var_max: 0.006801100367505569
[Epoch 292 / Train] 
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[Epoch 292 / Train] loss: 2.5672741638422014 loss_mean: 2.0131094601750372 loss_max: 3.1214388607740404 mse_mean: 20.603189952850343 mse_max: 44.18485229587555 mae_mean: 2.0131094601750372 mae_max: 3.1214388607740404 me_mean: -0.6616178485448472 me_max: -1.077445201137918 mrmse_mean: 2.0131094601750372 mrmse_max: 3.1214388607740404 mrmse_rmvar_mean: 2.1399667204618456 mrmse_rmvar_max: 3.0647972251176836 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03926555088534951 log_var_max: 0.006386176337022334
[Epoch 292 / Val] 
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[Epoch 292 / Val] loss: 4.440541285991669 loss_mean: 3.3918346319198607 loss_max: 5.489247939586639 mse_mean: 45.57432326889038 mse_max: 102.92632357788086 mae_mean: 3.3918346319198607 mae_max: 5.489247939586639 me_mean: -0.9270334846048499 me_max: -1.633246780656744 mrmse_mean: 3.3918346319198607 mrmse_max: 5.489247939586639 mrmse_rmvar_mean: 3.406499222755432 mrmse_rmvar_max: 5.307737472534179 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03459622097015381 log_var_max: 0.004217559488810366
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[Epoch 293 / Train] loss: 2.5716494373083116 loss_mean: 2.0180312662124633 loss_max: 3.125267603754997 mse_mean: 20.744619319438936 mse_max: 44.389342004776 mae_mean: 2.0180312662124633 mae_max: 3.125267603754997 me_mean: -0.6602726192596019 me_max: -1.0725320632974618 mrmse_mean: 2.0180312662124633 mrmse_max: 3.125267603754997 mrmse_rmvar_mean: 2.146164298415184 mrmse_rmvar_max: 3.0701763879060744 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03893831032887101 log_var_max: 0.006134894064161927
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[Epoch 293 / Val] loss: 4.598245234966278 loss_mean: 3.540063158035278 loss_max: 5.656427307605743 mse_mean: 48.05046708297729 mse_max: 107.38822090911866 mae_mean: 3.540063158035278 mae_max: 5.656427307605743 me_mean: -0.6839459983274574 me_max: -1.2360924081630074 mrmse_mean: 3.540063158035278 mrmse_max: 5.656427307605743 mrmse_rmvar_mean: 3.538416979312897 mrmse_rmvar_max: 5.470608551502227 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03815550775453448 log_var_max: 0.005399504191358573
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[Epoch 294 / Train] loss: 2.5722643991708756 loss_mean: 2.0163069229722024 loss_max: 3.1282218692302703 mse_mean: 20.508791633605956 mse_max: 44.168419878005984 mae_mean: 2.0163069229722024 mae_max: 3.1282218692302703 me_mean: -0.6516282244837784 me_max: -1.058114240989089 mrmse_mean: 2.0163069229722024 mrmse_max: 3.1282218692302703 mrmse_rmvar_mean: 2.1401507313251495 mrmse_rmvar_max: 3.069841328382492 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.038733085040003064 log_var_max: 0.005818125434685498
[Epoch 294 / Val] 
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[Epoch 294 / Val] loss: 4.409622073173523 loss_mean: 3.3839223239421843 loss_max: 5.435321816444397 mse_mean: 44.790711776733396 mse_max: 100.2403179397583 mae_mean: 3.3839223239421843 mae_max: 5.435321816444397 me_mean: -0.8356008892550599 me_max: -1.566280963933561 mrmse_mean: 3.3839223239421843 mrmse_max: 5.435321816444397 mrmse_rmvar_mean: 3.390443796634674 mrmse_rmvar_max: 5.254476083755494 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03499143087863922 log_var_max: 0.006080899093998596
[Epoch 295 / Train] 
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[Epoch 295 / Train] loss: 2.5646360087394715 loss_mean: 2.0135921854376795 loss_max: 3.115679837346077 mse_mean: 20.643986292362214 mse_max: 44.0321924495697 mae_mean: 2.0135921854376795 mae_max: 3.115679837346077 me_mean: -0.6778168741663103 me_max: -1.1072638272950426 mrmse_mean: 2.0135921854376795 mrmse_max: 3.115679837346077 mrmse_rmvar_mean: 2.1428979386091234 mrmse_rmvar_max: 3.0612550954818727 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.038774196699261666 log_var_max: 0.005875199165893718
[Epoch 295 / Val] 
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[Epoch 295 / Val] loss: 4.395015400886535 loss_mean: 3.3511761982440946 loss_max: 5.438854592800141 mse_mean: 44.81673630142212 mse_max: 102.19055652618408 mae_mean: 3.3511761982440946 mae_max: 5.438854592800141 me_mean: -1.2087152731772512 me_max: -1.8747509222691878 mrmse_mean: 3.3511761982440946 mrmse_max: 5.438854592800141 mrmse_rmvar_mean: 3.3762887477874757 mrmse_rmvar_max: 5.271331212997437 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.0336923104301095 log_var_max: 0.008027230754960328
[Epoch 296 / Train] 
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[Epoch 296 / Train] loss: 2.589445100426674 loss_mean: 2.031057706773281 loss_max: 3.1478324875831603 mse_mean: 21.2046654882431 mse_max: 45.38984240722656 mae_mean: 2.031057706773281 mae_max: 3.1478324875831603 me_mean: -0.6856387506951578 me_max: -1.1137096144696697 mrmse_mean: 2.031057706773281 mrmse_max: 3.1478324875831603 mrmse_rmvar_mean: 2.1595378237962723 mrmse_rmvar_max: 3.09194378221035 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03867617712169886 log_var_max: 0.005806924375938252
[Epoch 296 / Val] 
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[Epoch 296 / Val] loss: 4.352643571853638 loss_mean: 3.314919718503952 loss_max: 5.390367436408996 mse_mean: 44.92613949584961 mse_max: 103.02635172271728 mae_mean: 3.314919718503952 mae_max: 5.390367436408996 me_mean: -1.3821892050653697 me_max: -2.258799121740507 mrmse_mean: 3.314919718503952 mrmse_max: 5.390367436408996 mrmse_rmvar_mean: 3.357662317276001 mrmse_rmvar_max: 5.244452184200287 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03463929619267583 log_var_max: 0.00685439003072679
[Epoch 297 / Train] 
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[Epoch 297 / Train] loss: 2.5724815309047697 loss_mean: 2.019575544953346 loss_max: 3.1253875102996824 mse_mean: 20.83896859025955 mse_max: 44.59162115192413 mae_mean: 2.019575544953346 mae_max: 3.1253875102996824 me_mean: -0.6819025691491551 me_max: -1.1169984896852985 mrmse_mean: 2.019575544953346 mrmse_max: 3.1253875102996824 mrmse_rmvar_mean: 2.14689358818531 mrmse_rmvar_max: 3.072649150967598 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03843212210386991 log_var_max: 0.006087103073485195
[Epoch 297 / Val] 
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[Epoch 297 / Val] loss: 4.483099430561066 loss_mean: 3.4533209176063537 loss_max: 5.512877925395966 mse_mean: 48.0075110282898 mse_max: 105.98028514862061 mae_mean: 3.4533209176063537 mae_max: 5.512877925395966 me_mean: -0.8266933820340783 me_max: -1.6164127883277835 mrmse_mean: 3.4533209176063537 mrmse_max: 5.512877925395966 mrmse_rmvar_mean: 3.4730822668075563 mrmse_rmvar_max: 5.3454739894866945 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03622234614565969 log_var_max: 0.007178001412190497
[Epoch 298 / Train] 
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[Epoch 298 / Train] loss: 2.5350640431642533 loss_mean: 1.9858124727010726 loss_max: 3.084315610051155 mse_mean: 20.071137496471405 mse_max: 43.28230991840363 mae_mean: 1.9858124727010726 mae_max: 3.084315610051155 me_mean: -0.6540041678084235 me_max: -1.0685293373954483 mrmse_mean: 1.9858124727010726 mrmse_max: 3.084315610051155 mrmse_rmvar_mean: 2.1187442437410353 mrmse_rmvar_max: 3.0361757943630217 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03814938275516033 log_var_max: 0.006102641871897504
[Epoch 298 / Val] 
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[Epoch 298 / Val] loss: 4.357075996398926 loss_mean: 3.331619585990906 loss_max: 5.382532404899597 mse_mean: 45.22843265914917 mse_max: 102.50172860717774 mae_mean: 3.331619585990906 mae_max: 5.382532404899597 me_mean: -1.0841579430531711 me_max: -1.9003587978389114 mrmse_mean: 3.331619585990906 mrmse_max: 5.382532404899597 mrmse_rmvar_mean: 3.3710856075286864 mrmse_rmvar_max: 5.2352454662323 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03269001851975918 log_var_max: 0.004750706168124452
[Epoch 299 / Train] 
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[Epoch 299 / Train] loss: 2.5858245726823808 loss_mean: 2.030022332727909 loss_max: 3.141626810193062 mse_mean: 20.932245130062103 mse_max: 44.73657340812683 mae_mean: 2.030022332727909 mae_max: 3.141626810193062 me_mean: -0.6661912479596213 me_max: -1.0782032575272025 mrmse_mean: 2.030022332727909 mrmse_max: 3.141626810193062 mrmse_rmvar_mean: 2.156188716173172 mrmse_rmvar_max: 3.085146730065346 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03859801538288593 log_var_max: 0.006155016961041838
[Epoch 299 / Val] 
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[Epoch 299 / Val] loss: 4.396812800407409 loss_mean: 3.3559136600494384 loss_max: 5.4377119407653804 mse_mean: 45.143416496276856 mse_max: 102.58788562011719 mae_mean: 3.3559136600494384 mae_max: 5.4377119407653804 me_mean: -1.1556740687636193 me_max: -1.8948463453575968 mrmse_mean: 3.3559136600494384 mrmse_max: 5.4377119407653804 mrmse_rmvar_mean: 3.3852380652427674 mrmse_rmvar_max: 5.2768151845932 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.0343776586316526 log_var_max: 0.008766847670078277
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[Epoch 300 / Train] loss: 2.5627614986896514 loss_mean: 2.0124385749697686 loss_max: 3.113084422945976 mse_mean: 20.57539846801758 mse_max: 43.963219084739684 mae_mean: 2.0124385749697686 mae_max: 3.113084422945976 me_mean: -0.6590175008563092 me_max: -1.0759182756012307 mrmse_mean: 2.0124385749697686 mrmse_max: 3.113084422945976 mrmse_rmvar_mean: 2.1412943694591524 mrmse_rmvar_max: 3.0589824640750884 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03873797981441021 log_var_max: 0.00619883978436701
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[Epoch 300 / Val] loss: 4.419025692939758 loss_mean: 3.383548097372055 loss_max: 5.454503298282623 mse_mean: 46.03722696304321 mse_max: 103.60297595214844 mae_mean: 3.383548097372055 mae_max: 5.454503298282623 me_mean: -0.959065413441509 me_max: -1.7027254342269151 mrmse_mean: 3.383548097372055 mrmse_max: 5.454503298282623 mrmse_rmvar_mean: 3.403126175403595 mrmse_rmvar_max: 5.287846418380737 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.0378519694507122 log_var_max: 0.0061547430971404535
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[Epoch 301 / Train] 
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[Epoch 301 / Train] 
[Epoch 301 / Train] 
[Epoch 301 / Train] 
[Epoch 301 / Train] 
[Epoch 301 / Train] 
[Epoch 301 / Train] loss: 2.5464372177124024 loss_mean: 1.9989370525479317 loss_max: 3.093937375426292 mse_mean: 20.487261857032777 mse_max: 43.88603722858429 mae_mean: 1.9989370525479317 mae_max: 3.093937375426292 me_mean: -0.6569635782613914 me_max: -1.0702089936789125 mrmse_mean: 1.9989370525479317 mrmse_max: 3.093937375426292 mrmse_rmvar_mean: 2.1311614743471146 mrmse_rmvar_max: 3.0447099043130876 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03841054863855243 log_var_max: 0.005626514174276963
[Epoch 301 / Val] 
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[Epoch 301 / Val] loss: 4.307127999782562 loss_mean: 3.273291071176529 loss_max: 5.340964948654174 mse_mean: 44.46955336761474 mse_max: 102.24467102050781 mae_mean: 3.273291071176529 mae_max: 5.340964948654174 me_mean: -1.3860361266583203 me_max: -2.190405429121107 mrmse_mean: 3.273291071176529 mrmse_max: 5.340964948654174 mrmse_rmvar_mean: 3.3190571603775023 mrmse_rmvar_max: 5.1932141399383545 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03683492009341717 log_var_max: 0.006874434016528539
[Epoch 302 / Train] 
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[Epoch 302 / Train] loss: 2.549333738923073 loss_mean: 2.0031020028591158 loss_max: 3.0955654678344726 mse_mean: 20.45831253194809 mse_max: 43.71911240768433 mae_mean: 2.0031020028591158 mae_max: 3.0955654678344726 me_mean: -0.6572211611864041 me_max: -1.0735355555841233 mrmse_mean: 2.0031020028591158 mrmse_max: 3.0955654678344726 mrmse_rmvar_mean: 2.133766873717308 mrmse_rmvar_max: 3.0445740842819213 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.038606957491487265 log_var_max: 0.005347882047179155
[Epoch 302 / Val] 
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[Epoch 302 / Val] loss: 4.517489176273346 loss_mean: 3.4736219425201416 loss_max: 5.561356428623199 mse_mean: 47.644249683380124 mse_max: 106.48611987304687 mae_mean: 3.4736219425201416 mae_max: 5.561356428623199 me_mean: -0.7461583651753608 me_max: -1.490279051038029 mrmse_mean: 3.4736219425201416 mrmse_max: 5.561356428623199 mrmse_rmvar_mean: 3.4973754963874817 mrmse_rmvar_max: 5.401596151828766 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03790444488450885 log_var_max: 0.008162962380796671
[Epoch 303 / Train] 
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[Epoch 303 / Train] loss: 2.5609218509197236 loss_mean: 2.0071947271823882 loss_max: 3.1146489728689195 mse_mean: 20.708985585689543 mse_max: 44.48060856628418 mae_mean: 2.0071947271823882 mae_max: 3.1146489728689195 me_mean: -0.6665719765566755 me_max: -1.0902802775003657 mrmse_mean: 2.0071947271823882 mrmse_max: 3.1146489728689195 mrmse_rmvar_mean: 2.138055130124092 mrmse_rmvar_max: 3.0634044473171236 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03856042528524995 log_var_max: 0.005472359918057918
[Epoch 303 / Val] 
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[Epoch 303 / Val] 
[Epoch 303 / Val] 
[Epoch 303 / Val] 
[Epoch 303 / Val] 
[Epoch 303 / Val] 
[Epoch 303 / Val] loss: 4.356433070421219 loss_mean: 3.3214721026420593 loss_max: 5.391394026756287 mse_mean: 44.80440587043762 mse_max: 100.67618508911133 mae_mean: 3.3214721026420593 mae_max: 5.391394026756287 me_mean: -1.2553060268238188 me_max: -2.191350101787597 mrmse_mean: 3.3214721026420593 mrmse_max: 5.391394026756287 mrmse_rmvar_mean: 3.3476268000602722 mrmse_rmvar_max: 5.221755697250366 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03440108521655202 log_var_max: 0.00557668888848275
[Epoch 304 / Train] 
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[Epoch 304 / Train] loss: 2.5558357055187226 loss_mean: 2.0062100557088853 loss_max: 3.1054613565206526 mse_mean: 20.689585749149323 mse_max: 44.242496284484865 mae_mean: 2.0062100557088853 mae_max: 3.1054613565206526 me_mean: -0.6634138709283434 me_max: -1.083003061215859 mrmse_mean: 2.0062100557088853 mrmse_max: 3.1054613565206526 mrmse_rmvar_mean: 2.139774506688118 mrmse_rmvar_max: 3.057062620639801 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.038366252150386575 log_var_max: 0.0053158326932461935
[Epoch 304 / Val] 
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[Epoch 304 / Val] loss: 4.495970139503479 loss_mean: 3.457171501636505 loss_max: 5.534768780708313 mse_mean: 48.38564024734497 mse_max: 107.78501295471192 mae_mean: 3.457171501636505 mae_max: 5.534768780708313 me_mean: -0.7697156249806285 me_max: -1.429056540230813 mrmse_mean: 3.457171501636505 mrmse_max: 5.534768780708313 mrmse_rmvar_mean: 3.48710218334198 mrmse_rmvar_max: 5.376249944686889 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03561401010304689 log_var_max: 0.00573037936235778
[Epoch 305 / Train] 
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[Epoch 305 / Train] loss: 2.571999518275261 loss_mean: 2.0182491990327835 loss_max: 3.125749837398529 mse_mean: 20.733490662574766 mse_max: 44.441784414291384 mae_mean: 2.0182491990327835 mae_max: 3.125749837398529 me_mean: -0.6657261156295426 me_max: -1.0876489185218234 mrmse_mean: 2.0182491990327835 mrmse_max: 3.125749837398529 mrmse_rmvar_mean: 2.1421051362752914 mrmse_rmvar_max: 3.0687545697689056 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.038590124670416115 log_var_max: 0.005589277635794133
[Epoch 305 / Val] 
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[Epoch 305 / Val] loss: 4.38826092004776 loss_mean: 3.357785119533539 loss_max: 5.418736721515655 mse_mean: 45.48197292709351 mse_max: 103.05487707519531 mae_mean: 3.357785119533539 mae_max: 5.418736721515655 me_mean: -0.9628296298962087 me_max: -1.7529893410344375 mrmse_mean: 3.357785119533539 mrmse_max: 5.418736721515655 mrmse_rmvar_mean: 3.387857358455658 mrmse_rmvar_max: 5.2585384559631345 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.033941749881953004 log_var_max: 0.0052583849275833925
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[Epoch 306 / Train] loss: 2.5368112832307816 loss_mean: 1.9901876948475838 loss_max: 3.0834348791837694 mse_mean: 20.26317124938965 mse_max: 43.409074494361874 mae_mean: 1.9901876948475838 mae_max: 3.0834348791837694 me_mean: -0.6556539981878304 me_max: -1.0744280388122425 mrmse_mean: 1.9901876948475838 mrmse_max: 3.0834348791837694 mrmse_rmvar_mean: 2.1231178550720213 mrmse_rmvar_max: 3.0339639357328414 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.038279337067157033 log_var_max: 0.005639176477212459
[Epoch 306 / Val] 
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[Epoch 306 / Val] loss: 4.348150143623352 loss_mean: 3.3082000277042387 loss_max: 5.388100254535675 mse_mean: 45.101599649429325 mse_max: 102.94738564300538 mae_mean: 3.3082000277042387 mae_max: 5.388100254535675 me_mean: -1.1394462305996567 me_max: -1.811384227831848 mrmse_mean: 3.3082000277042387 mrmse_max: 5.388100254535675 mrmse_rmvar_mean: 3.3430460703372957 mrmse_rmvar_max: 5.223965325832367 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.035938426412642 log_var_max: 0.006195258854422719
[Epoch 307 / Train] 
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[Epoch 307 / Train] loss: 2.5385107640028 loss_mean: 1.9895974981188773 loss_max: 3.0874240330457687 mse_mean: 20.198175061225893 mse_max: 43.4172003955841 mae_mean: 1.9895974981188773 mae_max: 3.0874240330457687 me_mean: -0.652033613152802 me_max: -1.0694882360436022 mrmse_mean: 1.9895974981188773 mrmse_max: 3.0874240330457687 mrmse_rmvar_mean: 2.1196834020614626 mrmse_rmvar_max: 3.035123088359833 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.038957797676324846 log_var_max: 0.005133507818216458
[Epoch 307 / Val] 
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[Epoch 307 / Val] loss: 4.379408651828766 loss_mean: 3.35535151553154 loss_max: 5.403465799808502 mse_mean: 45.73889450263977 mse_max: 103.45541845703124 mae_mean: 3.35535151553154 mae_max: 5.403465799808502 me_mean: -1.0693765085786582 me_max: -1.94080213911552 mrmse_mean: 3.35535151553154 mrmse_max: 5.403465799808502 mrmse_rmvar_mean: 3.395837987661362 mrmse_rmvar_max: 5.2571206660270695 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.035675833594053984 log_var_max: 0.005808017230112455
[Epoch 308 / Train] 
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[Epoch 308 / Train] 
[Epoch 308 / Train] 
[Epoch 308 / Train] loss: 2.551950895309448 loss_mean: 2.000450121819973 loss_max: 3.1034516731500625 mse_mean: 20.388223254680632 mse_max: 43.90519536972046 mae_mean: 2.000450121819973 mae_max: 3.1034516731500625 me_mean: -0.6634367405724478 me_max: -1.0901116744015598 mrmse_mean: 2.000450121819973 mrmse_max: 3.1034516731500625 mrmse_rmvar_mean: 2.1313580071926115 mrmse_rmvar_max: 3.0534793033599854 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03843010223284364 log_var_max: 0.005541977306129411
[Epoch 308 / Val] 
[Epoch 308 / Val] 
[Epoch 308 / Val] 
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[Epoch 308 / Val] 
[Epoch 308 / Val] 
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[Epoch 308 / Val] 
[Epoch 308 / Val] 
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[Epoch 308 / Val] 
[Epoch 308 / Val] 
[Epoch 308 / Val] 
[Epoch 308 / Val] 
[Epoch 308 / Val] 
[Epoch 308 / Val] 
[Epoch 308 / Val] 
[Epoch 308 / Val] 
[Epoch 308 / Val] 
[Epoch 308 / Val] 
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[Epoch 308 / Val] 
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[Epoch 308 / Val] 
[Epoch 308 / Val] 
[Epoch 308 / Val] 
[Epoch 308 / Val] 
[Epoch 308 / Val] 
[Epoch 308 / Val] 
[Epoch 308 / Val] 
[Epoch 308 / Val] 
[Epoch 308 / Val] 
[Epoch 308 / Val] 
[Epoch 308 / Val] 
[Epoch 308 / Val] 
[Epoch 308 / Val] 
[Epoch 308 / Val] 
[Epoch 308 / Val] 
[Epoch 308 / Val] 
[Epoch 308 / Val] 
[Epoch 308 / Val] 
[Epoch 308 / Val] 
[Epoch 308 / Val] 
[Epoch 308 / Val] 
[Epoch 308 / Val] 
[Epoch 308 / Val] 
[Epoch 308 / Val] 
[Epoch 308 / Val] 
[Epoch 308 / Val] 
[Epoch 308 / Val] 
[Epoch 308 / Val] 
[Epoch 308 / Val] 
[Epoch 308 / Val] 
[Epoch 308 / Val] 
[Epoch 308 / Val] 
[Epoch 308 / Val] 
[Epoch 308 / Val] 
[Epoch 308 / Val] 
[Epoch 308 / Val] 
[Epoch 308 / Val] 
[Epoch 308 / Val] 
[Epoch 308 / Val] 
[Epoch 308 / Val] 
[Epoch 308 / Val] 
[Epoch 308 / Val] 
[Epoch 308 / Val] 
[Epoch 308 / Val] 
[Epoch 308 / Val] 
[Epoch 308 / Val] 
[Epoch 308 / Val] 
[Epoch 308 / Val] 
[Epoch 308 / Val] loss: 4.374722802639008 loss_mean: 3.354930182695389 loss_max: 5.394515418529511 mse_mean: 45.64461517715454 mse_max: 102.56585111999512 mae_mean: 3.354930182695389 mae_max: 5.394515418529511 me_mean: -0.8585509147946723 me_max: -1.6008813933730126 mrmse_mean: 3.354930182695389 mrmse_max: 5.394515418529511 mrmse_rmvar_mean: 3.3847094438076017 mrmse_rmvar_max: 5.2364547185897825 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03545122498646378 log_var_max: 0.006389367184368893
[Epoch 309 / Train] 
[Epoch 309 / Train] 
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[Epoch 309 / Train] loss: 2.528846337676048 loss_mean: 1.9849117372632026 loss_max: 3.072780937433243 mse_mean: 20.143213425159455 mse_max: 43.1638670797348 mae_mean: 1.9849117372632026 mae_max: 3.072780937433243 me_mean: -0.6494804519154131 me_max: -1.0631006647730246 mrmse_mean: 1.9849117372632026 mrmse_max: 3.072780937433243 mrmse_rmvar_mean: 2.1182352012395858 mrmse_rmvar_max: 3.025519979596138 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03761229093000293 log_var_max: 0.005348754073726013
[Epoch 309 / Val] 
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[Epoch 309 / Val] loss: 4.49656201505661 loss_mean: 3.462713453054428 loss_max: 5.5304105806350705 mse_mean: 47.088478580474856 mse_max: 104.88927238464356 mae_mean: 3.462713453054428 mae_max: 5.5304105806350705 me_mean: -0.8566861274992116 me_max: -1.7106961674757186 mrmse_mean: 3.462713453054428 mrmse_max: 5.5304105806350705 mrmse_rmvar_mean: 3.4767188839912415 mrmse_rmvar_max: 5.362339367866516 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.035536430690437555 log_var_max: 0.005900779963936656
[Epoch 310 / Train] 
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[Epoch 310 / Train] 
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[Epoch 310 / Train] loss: 2.5546645971536637 loss_mean: 2.0055152659416198 loss_max: 3.1038139330148695 mse_mean: 20.502313230991362 mse_max: 43.934575452804566 mae_mean: 2.0055152659416198 mae_max: 3.1038139330148695 me_mean: -0.6686028278696177 me_max: -1.094448254454517 mrmse_mean: 2.0055152659416198 mrmse_max: 3.1038139330148695 mrmse_rmvar_mean: 2.1350753400325777 mrmse_rmvar_max: 3.051317088842392 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.0378104642406106 log_var_max: 0.005335719690658152
[Epoch 310 / Val] 
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[Epoch 310 / Val] loss: 4.387280331611633 loss_mean: 3.349693687915802 loss_max: 5.424866979122162 mse_mean: 45.598442657470706 mse_max: 103.43394120788574 mae_mean: 3.349693687915802 mae_max: 5.424866979122162 me_mean: -0.9244650286566466 me_max: -1.7014274562262 mrmse_mean: 3.349693687915802 mrmse_max: 5.424866979122162 mrmse_rmvar_mean: 3.372048894405365 mrmse_rmvar_max: 5.2555935339927675 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.0350196632668376 log_var_max: 0.0056447885225061325
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[Epoch 311 / Train] loss: 2.53380774474144 loss_mean: 1.983525279402733 loss_max: 3.0840902094841005 mse_mean: 20.174412232398986 mse_max: 43.51349339294433 mae_mean: 1.983525279402733 mae_max: 3.0840902094841005 me_mean: -0.6547912010867148 me_max: -1.068765796741467 mrmse_mean: 1.983525279402733 mrmse_max: 3.0840902094841005 mrmse_rmvar_mean: 2.116978319644928 mrmse_rmvar_max: 3.0342615048885344 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03750514863058925 log_var_max: 0.005770755858626217
[Epoch 311 / Val] 
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[Epoch 311 / Val] loss: 4.47824196100235 loss_mean: 3.4310227336883545 loss_max: 5.5254612035751345 mse_mean: 46.161546897888186 mse_max: 104.77706727600098 mae_mean: 3.4310227336883545 mae_max: 5.5254612035751345 me_mean: -0.8536258353013545 me_max: -1.4304205239408765 mrmse_mean: 3.4310227336883545 mrmse_max: 5.5254612035751345 mrmse_rmvar_mean: 3.4432649807929994 mrmse_rmvar_max: 5.354793261528015 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03448313919827342 log_var_max: 0.007004961219616235
[Epoch 312 / Train] 
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[Epoch 312 / Train] loss: 2.544244892001152 loss_mean: 1.9966797512769698 loss_max: 3.091810031414032 mse_mean: 20.27327646112442 mse_max: 43.46843115139008 mae_mean: 1.9966797512769698 mae_max: 3.091810031414032 me_mean: -0.6648537721335888 me_max: -1.0867386749964207 mrmse_mean: 1.9966797512769698 mrmse_max: 3.091810031414032 mrmse_rmvar_mean: 2.1252877455949784 mrmse_rmvar_max: 3.039643445611 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03760492773354054 log_var_max: 0.005277996789198369
[Epoch 312 / Val] 
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[Epoch 312 / Val] loss: 4.46812120103836 loss_mean: 3.4277662358283996 loss_max: 5.50847615480423 mse_mean: 46.762443141937254 mse_max: 105.91438790893555 mae_mean: 3.4277662358283996 mae_max: 5.50847615480423 me_mean: -0.794191681202501 me_max: -1.380902280997485 mrmse_mean: 3.4277662358283996 mrmse_max: 5.50847615480423 mrmse_rmvar_mean: 3.4458152799606325 mrmse_rmvar_max: 5.342045560836792 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.033848500240594145 log_var_max: 0.005483007092647312
[Epoch 313 / Train] 
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[Epoch 313 / Train] loss: 2.5344478204250334 loss_mean: 1.9885495338439942 loss_max: 3.080346110463142 mse_mean: 20.220504137039185 mse_max: 43.30830354309082 mae_mean: 1.9885495338439942 mae_max: 3.080346110463142 me_mean: -0.6559739442835562 me_max: -1.073905815240345 mrmse_mean: 1.9885495338439942 mrmse_max: 3.080346110463142 mrmse_rmvar_mean: 2.1183866653442385 mrmse_rmvar_max: 3.028810446381569 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03728727388381958 log_var_max: 0.004934734407579526
[Epoch 313 / Val] 
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[Epoch 313 / Val] loss: 4.4307108459472655 loss_mean: 3.3835634007453916 loss_max: 5.477858285427094 mse_mean: 45.513507358551024 mse_max: 102.813353515625 mae_mean: 3.3835634007453916 mae_max: 5.477858285427094 me_mean: -1.251102398485411 me_max: -1.9856086322693154 mrmse_mean: 3.3835634007453916 mrmse_max: 5.477858285427094 mrmse_rmvar_mean: 3.403903645515442 mrmse_rmvar_max: 5.3050028700828555 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.035464029889553786 log_var_max: 0.003702407010976458
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[Epoch 314 / Train] loss: 2.529097348690033 loss_mean: 1.9817988286614419 loss_max: 3.076395867705345 mse_mean: 20.157549471378328 mse_max: 43.42805740356445 mae_mean: 1.9817988286614419 mae_max: 3.076395867705345 me_mean: -0.663964247089345 me_max: -1.0893645618527663 mrmse_mean: 1.9817988286614419 mrmse_max: 3.076395867705345 mrmse_rmvar_mean: 2.1127228313684463 mrmse_rmvar_max: 3.026129022717476 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.037506991047412154 log_var_max: 0.004622142503387295
[Epoch 314 / Val] 
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[Epoch 314 / Val] loss: 4.388132277965545 loss_mean: 3.3600810112953186 loss_max: 5.416183548927307 mse_mean: 45.170674932479855 mse_max: 101.77716862869262 mae_mean: 3.3600810112953186 mae_max: 5.416183548927307 me_mean: -0.9557731008836999 me_max: -1.4963334986967967 mrmse_mean: 3.3600810112953186 mrmse_max: 5.416183548927307 mrmse_rmvar_mean: 3.375228637456894 mrmse_rmvar_max: 5.245975836277008 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03760499178618193 log_var_max: 0.005656951508848579
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[Epoch 315 / Train] loss: 2.494256773352623 loss_mean: 1.954695347547531 loss_max: 3.033818195462227 mse_mean: 19.558568633079528 mse_max: 42.022785190582276 mae_mean: 1.954695347547531 mae_max: 3.033818195462227 me_mean: -0.6342706133460161 me_max: -1.0435777119933627 mrmse_mean: 1.954695347547531 mrmse_max: 3.033818195462227 mrmse_rmvar_mean: 2.088333017706871 mrmse_rmvar_max: 2.9855882465839385 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.036840480972081424 log_var_max: 0.005229219306260347
[Epoch 315 / Val] 
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[Epoch 315 / Val] loss: 4.513810880184174 loss_mean: 3.466504494190216 loss_max: 5.5611172642707825 mse_mean: 47.02214646530151 mse_max: 105.31262956237794 mae_mean: 3.466504494190216 mae_max: 5.5611172642707825 me_mean: -0.7769717136042891 me_max: -1.4733079925514758 mrmse_mean: 3.466504494190216 mrmse_max: 5.5611172642707825 mrmse_rmvar_mean: 3.4768845314979555 mrmse_rmvar_max: 5.38363125705719 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03564133481681347 log_var_max: 0.005483841707289685
[Epoch 316 / Train] 
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[Epoch 316 / Train] loss: 2.5167931311130523 loss_mean: 1.9746440922021866 loss_max: 3.0589421706199644 mse_mean: 19.886939810276033 mse_max: 42.48989884090424 mae_mean: 1.9746440922021866 mae_max: 3.0589421706199644 me_mean: -0.6377785906452919 me_max: -1.0427184014928061 mrmse_mean: 1.9746440922021866 mrmse_max: 3.0589421706199644 mrmse_rmvar_mean: 2.1042515839338303 mrmse_rmvar_max: 3.0058893014192583 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03654632520675659 log_var_max: 0.004769550917670131
[Epoch 316 / Val] 
[Epoch 316 / Val] 
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[Epoch 316 / Val] loss: 4.629594158649445 loss_mean: 3.5611461939811706 loss_max: 5.698042123794556 mse_mean: 49.83879697418213 mse_max: 111.42045815277099 mae_mean: 3.5611461939811706 mae_max: 5.698042123794556 me_mean: -0.4575281021288829 me_max: -0.9931177742630243 mrmse_mean: 3.5611461939811706 mrmse_max: 5.698042123794556 mrmse_rmvar_mean: 3.5696538934707642 mrmse_rmvar_max: 5.521970397949219 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.037146273743361234 log_var_max: 0.00506116616493091
[Epoch 317 / Train] 
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[Epoch 317 / Train] 
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[Epoch 317 / Train] 
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[Epoch 317 / Train] loss: 2.5380436911582946 loss_mean: 1.9873450385332108 loss_max: 3.088742340683937 mse_mean: 20.25555619430542 mse_max: 43.752228581428525 mae_mean: 1.9873450385332108 mae_max: 3.088742340683937 me_mean: -0.661002267377291 me_max: -1.089557656938123 mrmse_mean: 1.9873450385332108 mrmse_max: 3.088742340683937 mrmse_rmvar_mean: 2.1183063811063767 mrmse_rmvar_max: 3.0379801548719407 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03636309625953436 log_var_max: 0.00474725846585352
[Epoch 317 / Val] 
[Epoch 317 / Val] 
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[Epoch 317 / Val] loss: 4.464099814414978 loss_mean: 3.4417660236358643 loss_max: 5.486433608055115 mse_mean: 47.28996242904663 mse_max: 104.56509134674073 mae_mean: 3.4417660236358643 mae_max: 5.486433608055115 me_mean: -0.742923574781802 me_max: -1.406931405480951 mrmse_mean: 3.4417660236358643 mrmse_max: 5.486433608055115 mrmse_rmvar_mean: 3.458097550868988 mrmse_rmvar_max: 5.315316258430481 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03215887882187963 log_var_max: 0.008111144129186868
[Epoch 318 / Train] 
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[Epoch 318 / Train] loss: 2.5379104681015017 loss_mean: 1.989140079140663 loss_max: 3.0866808607578275 mse_mean: 20.274474956512453 mse_max: 43.55802131557465 mae_mean: 1.989140079140663 mae_max: 3.0866808607578275 me_mean: -0.6603662827576045 me_max: -1.082899929467123 mrmse_mean: 1.989140079140663 mrmse_max: 3.0866808607578275 mrmse_rmvar_mean: 2.120204001188278 mrmse_rmvar_max: 3.0362063261270524 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03633218402788043 log_var_max: 0.004682414206676185
[Epoch 318 / Val] 
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[Epoch 318 / Val] loss: 4.2871311392784115 loss_mean: 3.2621352660655973 loss_max: 5.312127000331879 mse_mean: 44.376788852691654 mse_max: 101.34127229309082 mae_mean: 3.2621352660655973 mae_max: 5.312127000331879 me_mean: -1.3758967437669636 me_max: -2.248105528406799 mrmse_mean: 3.2621352660655973 mrmse_max: 5.312127000331879 mrmse_rmvar_mean: 3.31125044631958 mrmse_rmvar_max: 5.16748056936264 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03394810616597533 log_var_max: 0.007142030301038176
[Epoch 319 / Train] 
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[Epoch 319 / Train] loss: 2.5281952489614485 loss_mean: 1.9838531277179718 loss_max: 3.0725373742580415 mse_mean: 20.26317294073105 mse_max: 43.37329515647888 mae_mean: 1.9838531277179718 mae_max: 3.0725373742580415 me_mean: -0.6591958393224632 me_max: -1.0799216009955854 mrmse_mean: 1.9838531277179718 mrmse_max: 3.0725373742580415 mrmse_rmvar_mean: 2.116147499680519 mrmse_rmvar_max: 3.022776456952095 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.036395128078758714 log_var_max: 0.004431842253543436
[Epoch 319 / Val] 
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[Epoch 319 / Val] loss: 4.492538650512695 loss_mean: 3.437527851343155 loss_max: 5.547549460887909 mse_mean: 45.81867165374756 mse_max: 103.99418188476562 mae_mean: 3.437527851343155 mae_max: 5.547549460887909 me_mean: -0.9533092185249552 me_max: -1.512728288481012 mrmse_mean: 3.437527851343155 mrmse_max: 5.547549460887909 mrmse_rmvar_mean: 3.4379785203933717 mrmse_rmvar_max: 5.362866089344025 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.033973351575434206 log_var_max: 0.0048086735126562415
[Epoch 320 / Train] 
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[Epoch 320 / Train] loss: 2.5801990287303926 loss_mean: 2.023487866282463 loss_max: 3.1369101976156233 mse_mean: 20.861819374084472 mse_max: 44.89408570098877 mae_mean: 2.023487866282463 mae_max: 3.1369101976156233 me_mean: -0.6755386535377474 me_max: -1.1104187885918655 mrmse_mean: 2.023487866282463 mrmse_max: 3.1369101976156233 mrmse_rmvar_mean: 2.149184996366501 mrmse_rmvar_max: 3.081203253388405 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03633315072953701 log_var_max: 0.00445267680240795
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[Epoch 320 / Val] loss: 4.314932665348053 loss_mean: 3.3010013239383698 loss_max: 5.328864006996155 mse_mean: 44.61454106140137 mse_max: 101.08554444122315 mae_mean: 3.3010013239383698 mae_max: 5.328864006996155 me_mean: -0.944614490556065 me_max: -1.8023701960779726 mrmse_mean: 3.3010013239383698 mrmse_max: 5.328864006996155 mrmse_rmvar_mean: 3.345425459384918 mrmse_rmvar_max: 5.189566017627716 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03412170879915356 log_var_max: 0.006494046730920673
[Epoch 321 / Train] 
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[Epoch 321 / Train] loss: 2.5094765577316283 loss_mean: 1.9695462452173234 loss_max: 3.049406866312027 mse_mean: 19.845293917655944 mse_max: 42.553253153800966 mae_mean: 1.9695462452173234 mae_max: 3.049406866312027 me_mean: -0.6383113030133972 me_max: -1.0498347554062493 mrmse_mean: 1.9695462452173234 mrmse_max: 3.049406866312027 mrmse_rmvar_mean: 2.100238601088524 mrmse_rmvar_max: 2.997478851675987 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.036341981694102285 log_var_max: 0.005007362452452071
[Epoch 321 / Val] 
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[Epoch 321 / Val] loss: 4.335295076847077 loss_mean: 3.298391494035721 loss_max: 5.37219865655899 mse_mean: 44.06303226089477 mse_max: 102.06591310119629 mae_mean: 3.298391494035721 mae_max: 5.37219865655899 me_mean: -1.1343126747622154 me_max: -1.71919675373286 mrmse_mean: 3.298391494035721 mrmse_max: 5.37219865655899 mrmse_rmvar_mean: 3.3280450167655946 mrmse_rmvar_max: 5.213767566204071 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03332361264526844 log_var_max: 0.0030964940408302936
[Epoch 322 / Train] 
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[Epoch 322 / Train] 
[Epoch 322 / Train] 
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[Epoch 322 / Train] 
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[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
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[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] 
[Epoch 322 / Train] loss: 2.5185601058006286 loss_mean: 1.975146928191185 loss_max: 3.061973282933235 mse_mean: 20.0315428814888 mse_max: 43.09769259643555 mae_mean: 1.975146928191185 mae_max: 3.061973282933235 me_mean: -0.6421779958173284 me_max: -1.059318471302773 mrmse_mean: 1.975146928191185 mrmse_max: 3.061973282933235 mrmse_rmvar_mean: 2.1079642004966734 mrmse_rmvar_max: 3.0136313173770906 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03563188277930021 log_var_max: 0.0049767998612951485
[Epoch 322 / Val] 
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[Epoch 322 / Val] loss: 4.467365212440491 loss_mean: 3.4286755816936494 loss_max: 5.506054815769196 mse_mean: 46.64961793899536 mse_max: 104.34643295288086 mae_mean: 3.4286755816936494 mae_max: 5.506054815769196 me_mean: -0.7446365253170952 me_max: -1.359490684002172 mrmse_mean: 3.4286755816936494 mrmse_max: 5.506054815769196 mrmse_rmvar_mean: 3.4400671808719636 mrmse_rmvar_max: 5.328615148067474 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03464257813245058 log_var_max: 0.0056120242019242145
[Epoch 323 / Train] 
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[Epoch 323 / Train] loss: 2.5210562291145324 loss_mean: 1.9792613483667374 loss_max: 3.062851111292839 mse_mean: 20.145132110118865 mse_max: 43.06168787574768 mae_mean: 1.9792613483667374 mae_max: 3.062851111292839 me_mean: -0.6495753159336746 me_max: -1.0659303173616064 mrmse_mean: 1.9792613483667374 mrmse_max: 3.062851111292839 mrmse_rmvar_mean: 2.109951972961426 mrmse_rmvar_max: 3.0114962614774705 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03585933965817094 log_var_max: 0.004734644314157777
[Epoch 323 / Val] 
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[Epoch 323 / Val] loss: 4.446176980495453 loss_mean: 3.393422338962555 loss_max: 5.498931625366211 mse_mean: 45.70804860687256 mse_max: 104.40006565093994 mae_mean: 3.393422338962555 mae_max: 5.498931625366211 me_mean: -1.0919786671875045 me_max: -1.7143011162592448 mrmse_mean: 3.393422338962555 mrmse_max: 5.498931625366211 mrmse_rmvar_mean: 3.4125944356918336 mrmse_rmvar_max: 5.330968008518219 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.032751419521868226 log_var_max: 0.00660607069870457
[Epoch 324 / Train] 
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[Epoch 324 / Train] loss: 2.5283391184806825 loss_mean: 1.9815732865333557 loss_max: 3.075104950785637 mse_mean: 20.110647473335266 mse_max: 43.28513261699676 mae_mean: 1.9815732865333557 mae_max: 3.075104950785637 me_mean: -0.6431107121845707 me_max: -1.0543919212818145 mrmse_mean: 1.9815732865333557 mrmse_max: 3.075104950785637 mrmse_rmvar_mean: 2.1141226024627686 mrmse_rmvar_max: 3.0256834058761597 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03559071808680892 log_var_max: 0.004470178952557035
[Epoch 324 / Val] 
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[Epoch 324 / Val] 
[Epoch 324 / Val] loss: 4.524193130493164 loss_mean: 3.4914656465053557 loss_max: 5.55692060804367 mse_mean: 47.81313215255737 mse_max: 106.17974488830566 mae_mean: 3.4914656465053557 mae_max: 5.55692060804367 me_mean: -0.7735870922977338 me_max: -1.4685018370822072 mrmse_mean: 3.4914656465053557 mrmse_max: 5.55692060804367 mrmse_rmvar_mean: 3.5059901537895204 mrmse_rmvar_max: 5.394731519222259 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.035124630395323035 log_var_max: 0.0027739540846632737
[Epoch 325 / Train] 
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[Epoch 325 / Train] loss: 2.4973781162500384 loss_mean: 1.9604410831332206 loss_max: 3.0343151487112046 mse_mean: 19.8870310587883 mse_max: 42.502581685066225 mae_mean: 1.9604410831332206 mae_max: 3.0343151487112046 me_mean: -0.6489811877328029 me_max: -1.0698425371295306 mrmse_mean: 1.9604410831332206 mrmse_max: 3.0343151487112046 mrmse_rmvar_mean: 2.097165917515755 mrmse_rmvar_max: 2.9901489239931105 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03597186749055982 log_var_max: 0.003927960948407417
[Epoch 325 / Val] 
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[Epoch 325 / Val] loss: 4.428562617301941 loss_mean: 3.3969793701171875 loss_max: 5.460145880699158 mse_mean: 46.857573661804196 mse_max: 105.40486437225341 mae_mean: 3.3969793701171875 mae_max: 5.460145880699158 me_mean: -0.7811780654376271 me_max: -1.5235143974348904 mrmse_mean: 3.3969793701171875 mrmse_max: 5.460145880699158 mrmse_rmvar_mean: 3.427119136810303 mrmse_rmvar_max: 5.304204882621765 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03217101019248366 log_var_max: 0.006126634716638364
[Epoch 326 / Train] 
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[Epoch 326 / Train] loss: 2.5185051202774047 loss_mean: 1.9724771246314048 loss_max: 3.0645331102609634 mse_mean: 19.931866258144378 mse_max: 43.03300974178314 mae_mean: 1.9724771246314048 mae_max: 3.0645331102609634 me_mean: -0.6471963084493764 me_max: -1.0656161807614843 mrmse_mean: 1.9724771246314048 mrmse_max: 3.0645331102609634 mrmse_rmvar_mean: 2.1026749742031097 mrmse_rmvar_max: 3.013749706149101 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03576486682519317 log_var_max: 0.004259812891948968
[Epoch 326 / Val] 
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[Epoch 326 / Val] loss: 4.453230896472931 loss_mean: 3.4045863223075865 loss_max: 5.501875482559204 mse_mean: 45.79418447113037 mse_max: 103.04803629302978 mae_mean: 3.4045863223075865 mae_max: 5.501875482559204 me_mean: -1.0353041209084912 me_max: -1.727377275028266 mrmse_mean: 3.4045863223075865 mrmse_max: 5.501875482559204 mrmse_rmvar_mean: 3.4154891028404237 mrmse_rmvar_max: 5.323438743114472 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03373166573047638 log_var_max: 0.005485218510206323
[Epoch 327 / Train] 
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[Epoch 327 / Train] loss: 2.542622830867767 loss_mean: 1.9962457617521285 loss_max: 3.088999902486801 mse_mean: 20.21355226659775 mse_max: 43.44479949569702 mae_mean: 1.9962457617521285 mae_max: 3.088999902486801 me_mean: -0.6558175458686892 me_max: -1.0798506756660062 mrmse_mean: 1.9962457617521285 mrmse_max: 3.088999902486801 mrmse_rmvar_mean: 2.119564515709877 mrmse_rmvar_max: 3.032448692202568 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03583305494487286 log_var_max: 0.004483990238280967
[Epoch 327 / Val] 
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[Epoch 327 / Val] loss: 4.305523737430573 loss_mean: 3.27741721701622 loss_max: 5.3336302542686465 mse_mean: 43.67180714607239 mse_max: 99.79717148590088 mae_mean: 3.27741721701622 mae_max: 5.3336302542686465 me_mean: -1.1947403560839593 me_max: -2.0163190162591635 mrmse_mean: 3.27741721701622 mrmse_max: 5.3336302542686465 mrmse_rmvar_mean: 3.311163779258728 mrmse_rmvar_max: 5.1793587665557865 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.031148642092943192 log_var_max: 0.004988499020779273
[Epoch 328 / Train] 
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[Epoch 328 / Train] loss: 2.5180828461647033 loss_mean: 1.9720539983510972 loss_max: 3.0641116981506347 mse_mean: 19.97991148996353 mse_max: 42.968144470214845 mae_mean: 1.9720539983510972 mae_max: 3.0641116981506347 me_mean: -0.6500101304208888 me_max: -1.0639396317033096 mrmse_mean: 1.9720539983510972 mrmse_max: 3.0641116981506347 mrmse_rmvar_mean: 2.1033898013830186 mrmse_rmvar_max: 3.0141070173978806 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.035672338765114546 log_var_max: 0.003693739399954211
[Epoch 328 / Val] 
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[Epoch 328 / Val] loss: 4.468252471923828 loss_mean: 3.443015793561935 loss_max: 5.493489161491394 mse_mean: 47.6759806022644 mse_max: 106.13655294036866 mae_mean: 3.443015793561935 mae_max: 5.493489161491394 me_mean: -0.6189127802725416 me_max: -1.1266018145093695 mrmse_mean: 3.443015793561935 mrmse_max: 5.493489161491394 mrmse_rmvar_mean: 3.463132236003876 mrmse_rmvar_max: 5.331116991043091 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03502912124246359 log_var_max: 0.002958638146381418
[Epoch 329 / Train] 
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[Epoch 329 / Train] loss: 2.4834178388118744 loss_mean: 1.9449044392108916 loss_max: 3.021931240439415 mse_mean: 19.55118074083328 mse_max: 42.17807395076752 mae_mean: 1.9449044392108916 mae_max: 3.021931240439415 me_mean: -0.6359626572074704 me_max: -1.0509642443142657 mrmse_mean: 1.9449044392108916 mrmse_max: 3.021931240439415 mrmse_rmvar_mean: 2.0806912096738817 mrmse_rmvar_max: 2.9773189539909364 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03559247527271509 log_var_max: 0.004011481669382192
[Epoch 329 / Val] 
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[Epoch 329 / Val] loss: 4.399522192001343 loss_mean: 3.3748640418052673 loss_max: 5.424180318832398 mse_mean: 45.770335208892824 mse_max: 103.37818943023682 mae_mean: 3.3748640418052673 mae_max: 5.424180318832398 me_mean: -0.833642690161243 me_max: -1.5536323431171477 mrmse_mean: 3.3748640418052673 mrmse_max: 5.424180318832398 mrmse_rmvar_mean: 3.3996145730018617 mrmse_rmvar_max: 5.262881006717682 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03228946774825454 log_var_max: 0.003823266727573355
[Epoch 330 / Train] 
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[Epoch 330 / Train] loss: 2.5084185404777526 loss_mean: 1.9644357199668885 loss_max: 3.0524013617038728 mse_mean: 19.778843535900116 mse_max: 42.62454129600525 mae_mean: 1.9644357199668885 mae_max: 3.0524013617038728 me_mean: -0.6413441404140322 me_max: -1.0600362192421453 mrmse_mean: 1.9644357199668885 mrmse_max: 3.0524013617038728 mrmse_rmvar_mean: 2.09722729241848 mrmse_rmvar_max: 3.0038585493564605 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03507224073633552 log_var_max: 0.0034024669447680934
[Epoch 330 / Val] 
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[Epoch 330 / Val] loss: 4.508524084091187 loss_mean: 3.4617020626068116 loss_max: 5.555346089839936 mse_mean: 47.21769565582275 mse_max: 105.89578728485107 mae_mean: 3.4617020626068116 mae_max: 5.555346089839936 me_mean: -0.8690183420307003 me_max: -1.4971775958789513 mrmse_mean: 3.4617020626068116 mrmse_max: 5.555346089839936 mrmse_rmvar_mean: 3.4810578560829164 mrmse_rmvar_max: 5.391647286891938 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03425534902140498 log_var_max: 0.0027822483320915125
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[Epoch 331 / Train] 
[Epoch 331 / Train] 
[Epoch 331 / Train] 
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[Epoch 331 / Train] 
[Epoch 331 / Train] 
[Epoch 331 / Train] 
[Epoch 331 / Train] 
[Epoch 331 / Train] 
[Epoch 331 / Train] 
[Epoch 331 / Train] 
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[Epoch 331 / Train] 
[Epoch 331 / Train] 
[Epoch 331 / Train] 
[Epoch 331 / Train] 
[Epoch 331 / Train] 
[Epoch 331 / Train] 
[Epoch 331 / Train] 
[Epoch 331 / Train] 
[Epoch 331 / Train] 
[Epoch 331 / Train] 
[Epoch 331 / Train] 
[Epoch 331 / Train] 
[Epoch 331 / Train] 
[Epoch 331 / Train] 
[Epoch 331 / Train] 
[Epoch 331 / Train] 
[Epoch 331 / Train] 
[Epoch 331 / Train] 
[Epoch 331 / Train] 
[Epoch 331 / Train] 
[Epoch 331 / Train] 
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[Epoch 331 / Train] 
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[Epoch 331 / Train] 
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[Epoch 331 / Train] 
[Epoch 331 / Train] 
[Epoch 331 / Train] 
[Epoch 331 / Train] 
[Epoch 331 / Train] 
[Epoch 331 / Train] 
[Epoch 331 / Train] 
[Epoch 331 / Train] 
[Epoch 331 / Train] 
[Epoch 331 / Train] 
[Epoch 331 / Train] 
[Epoch 331 / Train] 
[Epoch 331 / Train] 
[Epoch 331 / Train] 
[Epoch 331 / Train] 
[Epoch 331 / Train] 
[Epoch 331 / Train] 
[Epoch 331 / Train] 
[Epoch 331 / Train] 
[Epoch 331 / Train] 
[Epoch 331 / Train] 
[Epoch 331 / Train] 
[Epoch 331 / Train] 
[Epoch 331 / Train] 
[Epoch 331 / Train] 
[Epoch 331 / Train] 
[Epoch 331 / Train] 
[Epoch 331 / Train] 
[Epoch 331 / Train] 
[Epoch 331 / Train] 
[Epoch 331 / Train] 
[Epoch 331 / Train] 
[Epoch 331 / Train] 
[Epoch 331 / Train] loss: 2.5681667640209196 loss_mean: 2.013766328275204 loss_max: 3.1225671936273574 mse_mean: 20.726246512413024 mse_max: 44.61810097789765 mae_mean: 2.013766328275204 mae_max: 3.1225671936273574 me_mean: -0.679461351415608 me_max: -1.116831859499158 mrmse_mean: 2.013766328275204 mrmse_max: 3.1225671936273574 mrmse_rmvar_mean: 2.142117108941078 mrmse_rmvar_max: 3.069751816153526 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03525280490517616 log_var_max: 0.003928111794637516
[Epoch 331 / Val] 
[Epoch 331 / Val] 
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[Epoch 331 / Val] 
[Epoch 331 / Val] 
[Epoch 331 / Val] 
[Epoch 331 / Val] 
[Epoch 331 / Val] 
[Epoch 331 / Val] 
[Epoch 331 / Val] loss: 4.402505176067352 loss_mean: 3.3747203826904295 loss_max: 5.430289963722229 mse_mean: 46.27779667282105 mse_max: 104.10743834686279 mae_mean: 3.3747203826904295 mae_max: 5.430289963722229 me_mean: -0.9523788122211118 me_max: -1.7570801569968462 mrmse_mean: 3.3747203826904295 mrmse_max: 5.430289963722229 mrmse_rmvar_mean: 3.4081083030700685 mrmse_rmvar_max: 5.276632289409638 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.032897656951099634 log_var_max: 0.005079667615835205
[Epoch 332 / Train] 
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[Epoch 332 / Train] loss: 2.5062718592882156 loss_mean: 1.9652432304024696 loss_max: 3.0473004803657533 mse_mean: 19.91497430706024 mse_max: 42.71834334182739 mae_mean: 1.9652432304024696 mae_max: 3.0473004803657533 me_mean: -0.6497436893114354 me_max: -1.0726805985841201 mrmse_mean: 1.9652432304024696 mrmse_max: 3.0473004803657533 mrmse_rmvar_mean: 2.098369145154953 mrmse_rmvar_max: 2.9990715355873108 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03524593904986978 log_var_max: 0.0032863891333690842
[Epoch 332 / Val] 
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[Epoch 332 / Val] loss: 4.454664141654968 loss_mean: 3.4203448350429535 loss_max: 5.4889834399223325 mse_mean: 46.48071937561035 mse_max: 104.30896948242187 mae_mean: 3.4203448350429535 mae_max: 5.4889834399223325 me_mean: -0.763120498975506 me_max: -1.4006110008377581 mrmse_mean: 3.4203448350429535 mrmse_max: 5.4889834399223325 mrmse_rmvar_mean: 3.4319566564559936 mrmse_rmvar_max: 5.315605847358704 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03310030210763216 log_var_max: 0.002543619762766866
[Epoch 333 / Train] 
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[Epoch 333 / Train] loss: 2.511572529911995 loss_mean: 1.9717484408020973 loss_max: 3.051396614432335 mse_mean: 20.006142970085143 mse_max: 42.76903883075714 mae_mean: 1.9717484408020973 mae_max: 3.051396614432335 me_mean: -0.6462473915221635 me_max: -1.0649378772687632 mrmse_mean: 1.9717484408020973 mrmse_max: 3.051396614432335 mrmse_rmvar_mean: 2.1038694972991943 mrmse_rmvar_max: 3.0016998244524 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03517541492544114 log_var_max: 0.0034646444806712678
[Epoch 333 / Val] 
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[Epoch 333 / Val] loss: 4.272167571544648 loss_mean: 3.2758430504798888 loss_max: 5.268492076396942 mse_mean: 43.76885636138916 mse_max: 98.799208694458 mae_mean: 3.2758430504798888 mae_max: 5.268492076396942 me_mean: -0.9012788058836013 me_max: -1.7945722488142783 mrmse_mean: 3.2758430504798888 mrmse_max: 5.268492076396942 mrmse_rmvar_mean: 3.3138564193248747 mrmse_rmvar_max: 5.121698722839356 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03196273865923285 log_var_max: 0.0063243363146903
[Epoch 334 / Train] 
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[Epoch 334 / Train] 
[Epoch 334 / Train] 
[Epoch 334 / Train] 
[Epoch 334 / Train] 
[Epoch 334 / Train] 
[Epoch 334 / Train] 
[Epoch 334 / Train] 
[Epoch 334 / Train] 
[Epoch 334 / Train] 
[Epoch 334 / Train] 
[Epoch 334 / Train] 
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[Epoch 334 / Train] 
[Epoch 334 / Train] 
[Epoch 334 / Train] 
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[Epoch 334 / Train] 
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[Epoch 334 / Train] 
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[Epoch 334 / Train] loss: 2.515328020334244 loss_mean: 1.970322406888008 loss_max: 3.060333633542061 mse_mean: 20.077001758575438 mse_max: 43.11741204547882 mae_mean: 1.970322406888008 mae_max: 3.060333633542061 me_mean: -0.6584003684271592 me_max: -1.0856467613778078 mrmse_mean: 1.970322406888008 mrmse_max: 3.060333633542061 mrmse_rmvar_mean: 2.1014513705968856 mrmse_rmvar_max: 3.010584885597229 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03544709045812488 log_var_max: 0.004011647702427581
[Epoch 334 / Val] 
[Epoch 334 / Val] 
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[Epoch 334 / Val] loss: 4.474143868923187 loss_mean: 3.4296906406879426 loss_max: 5.518597123622894 mse_mean: 46.66452383422852 mse_max: 105.08602822113038 mae_mean: 3.4296906406879426 mae_max: 5.518597123622894 me_mean: -0.8358486291032168 me_max: -1.4944280455373227 mrmse_mean: 3.4296906406879426 mrmse_max: 5.518597123622894 mrmse_rmvar_mean: 3.4485424528121946 mrmse_rmvar_max: 5.35632239818573 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03189696222171187 log_var_max: 0.004323898781080004
[Epoch 335 / Train] 
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[Epoch 335 / Train] loss: 2.513430292725563 loss_mean: 1.9709182546138764 loss_max: 3.0559423285722733 mse_mean: 20.05569839477539 mse_max: 42.909188653945925 mae_mean: 1.9709182546138764 mae_max: 3.0559423285722733 me_mean: -0.6548951671028044 me_max: -1.0721619470338337 mrmse_mean: 1.9709182546138764 mrmse_max: 3.0559423285722733 mrmse_rmvar_mean: 2.1034965424537657 mrmse_rmvar_max: 3.007013673663139 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03545383546873927 log_var_max: 0.0030612295996252214
[Epoch 335 / Val] 
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[Epoch 335 / Val] loss: 4.3687384047508235 loss_mean: 3.3267803814411163 loss_max: 5.410696426391602 mse_mean: 44.80661758422852 mse_max: 102.81213411712646 mae_mean: 3.3267803814411163 mae_max: 5.410696426391602 me_mean: -1.0098971474720164 me_max: -1.6881024928218684 mrmse_mean: 3.3267803814411163 mrmse_max: 5.410696426391602 mrmse_rmvar_mean: 3.3548773198127746 mrmse_rmvar_max: 5.251387396812439 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.030677859395742416 log_var_max: 0.004840613518463215
[Epoch 336 / Train] 
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[Epoch 336 / Train] loss: 2.5108025990724565 loss_mean: 1.9679171491861343 loss_max: 3.0536880453824997 mse_mean: 19.975923316001893 mse_max: 43.041901430130004 mae_mean: 1.9679171491861343 mae_max: 3.0536880453824997 me_mean: -0.6562554572111112 me_max: -1.08158025047509 mrmse_mean: 1.9679171491861343 mrmse_max: 3.0536880453824997 mrmse_rmvar_mean: 2.101072311282158 mrmse_rmvar_max: 3.0049051554203032 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03518022716976702 log_var_max: 0.0034999135166872294
[Epoch 336 / Val] 
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[Epoch 336 / Val] 
[Epoch 336 / Val] loss: 4.309311882019043 loss_mean: 3.288474400520325 loss_max: 5.3301493601799015 mse_mean: 44.47964044189453 mse_max: 100.5664889907837 mae_mean: 3.288474400520325 mae_max: 5.3301493601799015 me_mean: -1.0985940320137888 me_max: -1.9859390331059694 mrmse_mean: 3.288474400520325 mrmse_max: 5.3301493601799015 mrmse_rmvar_mean: 3.323217185497284 mrmse_rmvar_max: 5.172091374397278 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.031180047415196897 log_var_max: 0.0035040395692631137
[Epoch 337 / Train] 
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[Epoch 337 / Train] 
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[Epoch 337 / Train] 
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[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
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[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
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[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
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[Epoch 337 / Train] 
[Epoch 337 / Train] 
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[Epoch 337 / Train] 
[Epoch 337 / Train] 
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[Epoch 337 / Train] 
[Epoch 337 / Train] 
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[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
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[Epoch 337 / Train] 
[Epoch 337 / Train] 
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[Epoch 337 / Train] 
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[Epoch 337 / Train] 
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[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
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[Epoch 337 / Train] 
[Epoch 337 / Train] 
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[Epoch 337 / Train] 
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[Epoch 337 / Train] 
[Epoch 337 / Train] 
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[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
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[Epoch 337 / Train] 
[Epoch 337 / Train] 
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[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
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[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
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[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] 
[Epoch 337 / Train] loss: 2.531948862552643 loss_mean: 1.9867627265453338 loss_max: 3.077135003209114 mse_mean: 20.27943163251877 mse_max: 43.345538137435916 mae_mean: 1.9867627265453338 mae_max: 3.077135003209114 me_mean: -0.6705549322222359 me_max: -1.095933701374568 mrmse_mean: 1.9867627265453338 mrmse_max: 3.077135003209114 mrmse_rmvar_mean: 2.1146104360818865 mrmse_rmvar_max: 3.022727103114128 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03534905942156911 log_var_max: 0.0035265230936929585
[Epoch 337 / Val] 
[Epoch 337 / Val] 
[Epoch 337 / Val] 
[Epoch 337 / Val] 
[Epoch 337 / Val] 
[Epoch 337 / Val] 
[Epoch 337 / Val] 
[Epoch 337 / Val] 
[Epoch 337 / Val] 
[Epoch 337 / Val] 
[Epoch 337 / Val] 
[Epoch 337 / Val] 
[Epoch 337 / Val] 
[Epoch 337 / Val] 
[Epoch 337 / Val] 
[Epoch 337 / Val] 
[Epoch 337 / Val] 
[Epoch 337 / Val] 
[Epoch 337 / Val] 
[Epoch 337 / Val] 
[Epoch 337 / Val] 
[Epoch 337 / Val] 
[Epoch 337 / Val] 
[Epoch 337 / Val] 
[Epoch 337 / Val] 
[Epoch 337 / Val] 
[Epoch 337 / Val] 
[Epoch 337 / Val] 
[Epoch 337 / Val] 
[Epoch 337 / Val] 
[Epoch 337 / Val] 
[Epoch 337 / Val] 
[Epoch 337 / Val] 
[Epoch 337 / Val] 
[Epoch 337 / Val] 
[Epoch 337 / Val] 
[Epoch 337 / Val] 
[Epoch 337 / Val] 
[Epoch 337 / Val] 
[Epoch 337 / Val] 
[Epoch 337 / Val] 
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[Epoch 337 / Val] 
[Epoch 337 / Val] 
[Epoch 337 / Val] 
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[Epoch 337 / Val] 
[Epoch 337 / Val] 
[Epoch 337 / Val] 
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[Epoch 337 / Val] 
[Epoch 337 / Val] 
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[Epoch 337 / Val] 
[Epoch 337 / Val] loss: 4.439135031223297 loss_mean: 3.3997208347320558 loss_max: 5.478549232006073 mse_mean: 46.32191794204712 mse_max: 104.83700108337402 mae_mean: 3.3997208347320558 mae_max: 5.478549232006073 me_mean: -0.8248086488265545 me_max: -1.408601893129293 mrmse_mean: 3.3997208347320558 mrmse_max: 5.478549232006073 mrmse_rmvar_mean: 3.4222032976150514 mrmse_rmvar_max: 5.312871752738952 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03358682588860393 log_var_max: 0.0032346522204898063
[Epoch 338 / Train] 
[Epoch 338 / Train] 
[Epoch 338 / Train] 
[Epoch 338 / Train] 
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[Epoch 338 / Train] 
[Epoch 338 / Train] 
[Epoch 338 / Train] 
[Epoch 338 / Train] 
[Epoch 338 / Train] 
[Epoch 338 / Train] 
[Epoch 338 / Train] 
[Epoch 338 / Train] 
[Epoch 338 / Train] 
[Epoch 338 / Train] 
[Epoch 338 / Train] 
[Epoch 338 / Train] 
[Epoch 338 / Train] 
[Epoch 338 / Train] 
[Epoch 338 / Train] 
[Epoch 338 / Train] 
[Epoch 338 / Train] 
[Epoch 338 / Train] 
[Epoch 338 / Train] 
[Epoch 338 / Train] 
[Epoch 338 / Train] 
[Epoch 338 / Train] 
[Epoch 338 / Train] 
[Epoch 338 / Train] 
[Epoch 338 / Train] 
[Epoch 338 / Train] 
[Epoch 338 / Train] 
[Epoch 338 / Train] 
[Epoch 338 / Train] 
[Epoch 338 / Train] 
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[Epoch 338 / Train] 
[Epoch 338 / Train] 
[Epoch 338 / Train] 
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[Epoch 338 / Train] 
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[Epoch 338 / Train] 
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[Epoch 338 / Train] 
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[Epoch 338 / Train] 
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[Epoch 338 / Train] 
[Epoch 338 / Train] 
[Epoch 338 / Train] 
[Epoch 338 / Train] 
[Epoch 338 / Train] 
[Epoch 338 / Train] 
[Epoch 338 / Train] 
[Epoch 338 / Train] 
[Epoch 338 / Train] 
[Epoch 338 / Train] 
[Epoch 338 / Train] 
[Epoch 338 / Train] 
[Epoch 338 / Train] 
[Epoch 338 / Train] 
[Epoch 338 / Train] 
[Epoch 338 / Train] 
[Epoch 338 / Train] 
[Epoch 338 / Train] 
[Epoch 338 / Train] 
[Epoch 338 / Train] 
[Epoch 338 / Train] 
[Epoch 338 / Train] 
[Epoch 338 / Train] 
[Epoch 338 / Train] 
[Epoch 338 / Train] 
[Epoch 338 / Train] 
[Epoch 338 / Train] 
[Epoch 338 / Train] 
[Epoch 338 / Train] 
[Epoch 338 / Train] 
[Epoch 338 / Train] 
[Epoch 338 / Train] 
[Epoch 338 / Train] 
[Epoch 338 / Train] 
[Epoch 338 / Train] 
[Epoch 338 / Train] 
[Epoch 338 / Train] 
[Epoch 338 / Train] 
[Epoch 338 / Train] 
[Epoch 338 / Train] 
[Epoch 338 / Train] 
[Epoch 338 / Train] 
[Epoch 338 / Train] 
[Epoch 338 / Train] 
[Epoch 338 / Train] 
[Epoch 338 / Train] 
[Epoch 338 / Train] 
[Epoch 338 / Train] 
[Epoch 338 / Train] 
[Epoch 338 / Train] 
[Epoch 338 / Train] 
[Epoch 338 / Train] 
[Epoch 338 / Train] 
[Epoch 338 / Train] 
[Epoch 338 / Train] 
[Epoch 338 / Train] 
[Epoch 338 / Train] 
[Epoch 338 / Train] 
[Epoch 338 / Train] 
[Epoch 338 / Train] 
[Epoch 338 / Train] 
[Epoch 338 / Train] 
[Epoch 338 / Train] 
[Epoch 338 / Train] 
[Epoch 338 / Train] 
[Epoch 338 / Train] 
[Epoch 338 / Train] 
[Epoch 338 / Train] 
[Epoch 338 / Train] 
[Epoch 338 / Train] 
[Epoch 338 / Train] 
[Epoch 338 / Train] 
[Epoch 338 / Train] 
[Epoch 338 / Train] 
[Epoch 338 / Train] 
[Epoch 338 / Train] 
[Epoch 338 / Train] 
[Epoch 338 / Train] 
[Epoch 338 / Train] 
[Epoch 338 / Train] 
[Epoch 338 / Train] 
[Epoch 338 / Train] 
[Epoch 338 / Train] 
[Epoch 338 / Train] 
[Epoch 338 / Train] 
[Epoch 338 / Train] 
[Epoch 338 / Train] 
[Epoch 338 / Train] 
[Epoch 338 / Train] 
[Epoch 338 / Train] loss: 2.497041679739952 loss_mean: 1.9584720820188521 loss_max: 3.035611275434494 mse_mean: 19.741773499965667 mse_max: 42.51291583633423 mae_mean: 1.9584720820188521 mae_max: 3.035611275434494 me_mean: -0.6450838533767965 me_max: -1.0653870587378624 mrmse_mean: 1.9584720820188521 mrmse_max: 3.035611275434494 mrmse_rmvar_mean: 2.094045974850655 mrmse_rmvar_max: 2.9906534016132356 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03509414397925138 log_var_max: 0.0035131910656928085
[Epoch 338 / Val] 
[Epoch 338 / Val] 
[Epoch 338 / Val] 
[Epoch 338 / Val] 
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[Epoch 338 / Val] 
[Epoch 338 / Val] 
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[Epoch 338 / Val] loss: 4.445359667301178 loss_mean: 3.4095911934375764 loss_max: 5.481128140449524 mse_mean: 46.08754279518127 mse_max: 103.77751499176026 mae_mean: 3.4095911934375764 mae_max: 5.481128140449524 me_mean: -1.070726336106658 me_max: -1.8704159080173413 mrmse_mean: 3.4095911934375764 mrmse_max: 5.481128140449524 mrmse_rmvar_mean: 3.4304122402668 mrmse_rmvar_max: 5.317195472240448 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.031814824622124434 log_var_max: 0.004079383849464648
[Epoch 339 / Train] 
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[Epoch 339 / Train] loss: 2.50901633644104 loss_mean: 1.9691758539676667 loss_max: 3.0488568215370178 mse_mean: 20.007715232849122 mse_max: 42.75050412273407 mae_mean: 1.9691758539676667 mae_max: 3.0488568215370178 me_mean: -0.6535144961217884 me_max: -1.0648257025382482 mrmse_mean: 1.9691758539676667 mrmse_max: 3.0488568215370178 mrmse_rmvar_mean: 2.1002376358509065 mrmse_rmvar_max: 2.999315352320671 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.035175587436184284 log_var_max: 0.003601631352561526
[Epoch 339 / Val] 
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[Epoch 339 / Val] loss: 4.331103862285614 loss_mean: 3.2927976517677306 loss_max: 5.369410072803498 mse_mean: 44.13573780441284 mse_max: 100.25610906982422 mae_mean: 3.2927976517677306 mae_max: 5.369410072803498 me_mean: -1.2671346070342697 me_max: -2.0631682919710874 mrmse_mean: 3.2927976517677306 mrmse_max: 5.369410072803498 mrmse_rmvar_mean: 3.326000659942627 mrmse_rmvar_max: 5.207218197822571 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.031241557884961368 log_var_max: 0.004902353525901617
[Epoch 340 / Train] 
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[Epoch 340 / Train] loss: 2.4984601821899415 loss_mean: 1.9585342600345612 loss_max: 3.0383861083984374 mse_mean: 19.88686167573929 mse_max: 42.731372369766234 mae_mean: 1.9585342600345612 mae_max: 3.0383861083984374 me_mean: -0.6462838374675485 me_max: -1.0681686035432212 mrmse_mean: 1.9585342600345612 mrmse_max: 3.0383861083984374 mrmse_rmvar_mean: 2.094659535884857 mrmse_rmvar_max: 2.9927016232013703 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.035227521691471336 log_var_max: 0.0034147185498150066
[Epoch 340 / Val] 
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[Epoch 340 / Val] loss: 4.409871448516846 loss_mean: 3.3634984042644502 loss_max: 5.456244501590729 mse_mean: 44.950147115707395 mse_max: 102.66993779754638 mae_mean: 3.3634984042644502 mae_max: 5.456244501590729 me_mean: -1.0299355691161471 me_max: -1.6163938465635292 mrmse_mean: 3.3634984042644502 mrmse_max: 5.456244501590729 mrmse_rmvar_mean: 3.3830945472717286 mrmse_rmvar_max: 5.290645895004272 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.031357828736305236 log_var_max: 0.004481461614239379
[Epoch 341 / Train] 
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[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
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[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
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[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
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[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
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[Epoch 341 / Train] 
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[Epoch 341 / Train] 
[Epoch 341 / Train] 
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[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
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[Epoch 341 / Train] 
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[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] 
[Epoch 341 / Train] loss: 2.507959137797356 loss_mean: 1.9691373335123061 loss_max: 3.046780939102173 mse_mean: 20.16395647287369 mse_max: 43.07742967891693 mae_mean: 1.9691373335123061 mae_max: 3.046780939102173 me_mean: -0.6677054238746932 me_max: -1.1012064125394263 mrmse_mean: 1.9691373335123061 mrmse_max: 3.046780939102173 mrmse_rmvar_mean: 2.1035009548664094 mrmse_rmvar_max: 2.9998797048330306 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03516439105570316 log_var_max: 0.0034466038855025544
[Epoch 341 / Val] 
[Epoch 341 / Val] 
[Epoch 341 / Val] 
[Epoch 341 / Val] 
[Epoch 341 / Val] 
[Epoch 341 / Val] 
[Epoch 341 / Val] 
[Epoch 341 / Val] 
[Epoch 341 / Val] 
[Epoch 341 / Val] 
[Epoch 341 / Val] 
[Epoch 341 / Val] 
[Epoch 341 / Val] 
[Epoch 341 / Val] 
[Epoch 341 / Val] 
[Epoch 341 / Val] 
[Epoch 341 / Val] 
[Epoch 341 / Val] 
[Epoch 341 / Val] 
[Epoch 341 / Val] 
[Epoch 341 / Val] 
[Epoch 341 / Val] 
[Epoch 341 / Val] 
[Epoch 341 / Val] 
[Epoch 341 / Val] 
[Epoch 341 / Val] 
[Epoch 341 / Val] 
[Epoch 341 / Val] 
[Epoch 341 / Val] 
[Epoch 341 / Val] 
[Epoch 341 / Val] 
[Epoch 341 / Val] 
[Epoch 341 / Val] 
[Epoch 341 / Val] 
[Epoch 341 / Val] 
[Epoch 341 / Val] 
[Epoch 341 / Val] 
[Epoch 341 / Val] 
[Epoch 341 / Val] 
[Epoch 341 / Val] 
[Epoch 341 / Val] 
[Epoch 341 / Val] 
[Epoch 341 / Val] 
[Epoch 341 / Val] 
[Epoch 341 / Val] 
[Epoch 341 / Val] 
[Epoch 341 / Val] 
[Epoch 341 / Val] 
[Epoch 341 / Val] 
[Epoch 341 / Val] 
[Epoch 341 / Val] 
[Epoch 341 / Val] 
[Epoch 341 / Val] 
[Epoch 341 / Val] 
[Epoch 341 / Val] 
[Epoch 341 / Val] 
[Epoch 341 / Val] 
[Epoch 341 / Val] 
[Epoch 341 / Val] 
[Epoch 341 / Val] 
[Epoch 341 / Val] 
[Epoch 341 / Val] 
[Epoch 341 / Val] 
[Epoch 341 / Val] 
[Epoch 341 / Val] 
[Epoch 341 / Val] 
[Epoch 341 / Val] 
[Epoch 341 / Val] 
[Epoch 341 / Val] 
[Epoch 341 / Val] 
[Epoch 341 / Val] 
[Epoch 341 / Val] 
[Epoch 341 / Val] 
[Epoch 341 / Val] 
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[Epoch 341 / Val] 
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[Epoch 341 / Val] 
[Epoch 341 / Val] loss: 4.394344145774841 loss_mean: 3.3571326553821565 loss_max: 5.431555643558502 mse_mean: 45.69607194519043 mse_max: 103.54738032531738 mae_mean: 3.3571326553821565 mae_max: 5.431555643558502 me_mean: -0.9182073304834776 me_max: -1.5093379304464907 mrmse_mean: 3.3571326553821565 mrmse_max: 5.431555643558502 mrmse_rmvar_mean: 3.3837468225955964 mrmse_rmvar_max: 5.264915181636811 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.030305544339120388 log_var_max: 0.004112326008165837
[Epoch 342 / Train] 
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[Epoch 342 / Train] loss: 2.5218996522426607 loss_mean: 1.9783895612359046 loss_max: 3.0654097361564636 mse_mean: 20.111244161605836 mse_max: 43.10992640590668 mae_mean: 1.9783895612359046 mae_max: 3.0654097361564636 me_mean: -0.6589855059624969 me_max: -1.088622001806274 mrmse_mean: 1.9783895612359046 mrmse_max: 3.0654097361564636 mrmse_rmvar_mean: 2.1051170156002046 mrmse_rmvar_max: 3.0118341290950776 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03496874302625656 log_var_max: 0.0039022304880199955
[Epoch 342 / Val] 
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[Epoch 342 / Val] loss: 4.367535098075867 loss_mean: 3.328663063764572 loss_max: 5.406407137393951 mse_mean: 44.77743254089356 mse_max: 102.93990103912354 mae_mean: 3.328663063764572 mae_max: 5.406407137393951 me_mean: -1.2597982984930276 me_max: -2.1161846774592994 mrmse_mean: 3.328663063764572 mrmse_max: 5.406407137393951 mrmse_rmvar_mean: 3.3596504917144774 mrmse_rmvar_max: 5.251647636890412 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.031939782489091156 log_var_max: 0.005402947527356446
[Epoch 343 / Train] 
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[Epoch 343 / Train] loss: 2.507818765759468 loss_mean: 1.9663384634256362 loss_max: 3.0492990671396254 mse_mean: 19.992186076164245 mse_max: 42.911691633224486 mae_mean: 1.9663384634256362 mae_max: 3.0492990671396254 me_mean: -0.6651213860432909 me_max: -1.0950510757351295 mrmse_mean: 1.9663384634256362 mrmse_max: 3.0492990671396254 mrmse_rmvar_mean: 2.0980167653560637 mrmse_rmvar_max: 2.999890559673309 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.034766069088131187 log_var_max: 0.0032499193618132265
[Epoch 343 / Val] 
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[Epoch 343 / Val] loss: 4.463008078575134 loss_mean: 3.4201822361946106 loss_max: 5.505833930492401 mse_mean: 46.33626250839233 mse_max: 105.16740782165527 mae_mean: 3.4201822361946106 mae_max: 5.505833930492401 me_mean: -0.8635735341506079 me_max: -1.5733768517316784 mrmse_mean: 3.4201822361946106 mrmse_max: 5.505833930492401 mrmse_rmvar_mean: 3.4429872641563417 mrmse_rmvar_max: 5.34563463306427 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03347407457977533 log_var_max: 0.0048022004240483515
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[Epoch 344 / Train] loss: 2.5036895399093626 loss_mean: 1.9589874881505966 loss_max: 3.048391584634781 mse_mean: 19.952143642902374 mse_max: 43.160476892471316 mae_mean: 1.9589874881505966 mae_max: 3.048391584634781 me_mean: -0.6595889080775087 me_max: -1.0960749057998764 mrmse_mean: 1.9589874881505966 mrmse_max: 3.048391584634781 mrmse_rmvar_mean: 2.0959621598720553 mrmse_rmvar_max: 3.004949645996094 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03457756142318249 log_var_max: 0.0036765404138714075
[Epoch 344 / Val] 
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[Epoch 344 / Val] loss: 4.3659396252632146 loss_mean: 3.3292421407699586 loss_max: 5.402637115001679 mse_mean: 44.853882499694826 mse_max: 102.12989866638183 mae_mean: 3.3292421407699586 mae_max: 5.402637115001679 me_mean: -1.237558960918337 me_max: -2.040200581809506 mrmse_mean: 3.3292421407699586 mrmse_max: 5.402637115001679 mrmse_rmvar_mean: 3.3662636923789977 mrmse_rmvar_max: 5.2504536604881284 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.031477444417774676 log_var_max: 0.0018885094476936502
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[Epoch 345 / Train] loss: 2.482709632873535 loss_mean: 1.9495221214294434 loss_max: 3.015897148132324 mse_mean: 19.723867587566374 mse_max: 42.12240877437591 mae_mean: 1.9495221214294434 mae_max: 3.015897148132324 me_mean: -0.6465893967904558 me_max: -1.0642351530306042 mrmse_mean: 1.9495221214294434 mrmse_max: 3.015897148132324 mrmse_rmvar_mean: 2.0851566821336744 mrmse_rmvar_max: 2.9713747396469117 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03420817183330655 log_var_max: 0.003514632982434705
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[Epoch 345 / Val] loss: 4.319540958881378 loss_mean: 3.2838496747016905 loss_max: 5.3552322640419 mse_mean: 44.40563544845581 mse_max: 101.86509464263916 mae_mean: 3.2838496747016905 mae_max: 5.3552322640419 me_mean: -1.2433701582849026 me_max: -2.072889925040305 mrmse_mean: 3.2838496747016905 mrmse_max: 5.3552322640419 mrmse_rmvar_mean: 3.3227410712242125 mrmse_rmvar_max: 5.20617290019989 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.030645920678973197 log_var_max: 0.005180711766937748
[Epoch 346 / Train] 
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[Epoch 346 / Train] loss: 2.491989990592003 loss_mean: 1.9488247203230857 loss_max: 3.03515527009964 mse_mean: 19.804927758693694 mse_max: 42.734271617889405 mae_mean: 1.9488247203230857 mae_max: 3.03515527009964 me_mean: -0.6557773560292554 me_max: -1.0906240165866912 mrmse_mean: 1.9488247203230857 mrmse_max: 3.03515527009964 mrmse_rmvar_mean: 2.084908202290535 mrmse_rmvar_max: 2.9881708824634554 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03481256384029984 log_var_max: 0.003760255561210215
[Epoch 346 / Val] 
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[Epoch 346 / Val] loss: 4.417075439929962 loss_mean: 3.382606293916702 loss_max: 5.451544580459594 mse_mean: 45.66633908843994 mse_max: 103.20527095031738 mae_mean: 3.382606293916702 mae_max: 5.451544580459594 me_mean: -0.7624824897318031 me_max: -1.3717898660752108 mrmse_mean: 3.382606293916702 mrmse_max: 5.451544580459594 mrmse_rmvar_mean: 3.39781431722641 mrmse_rmvar_max: 5.278738272190094 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.030712742298841477 log_var_max: 0.0028456514341714863
[Epoch 347 / Train] 
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[Epoch 347 / Train] loss: 2.495454667687416 loss_mean: 1.9555116691589356 loss_max: 3.0353976573944093 mse_mean: 19.82817216873169 mse_max: 42.63045465564728 mae_mean: 1.9555116691589356 mae_max: 3.0353976573944093 me_mean: -0.6516024472885765 me_max: -1.0727359675936168 mrmse_mean: 1.9555116691589356 mrmse_max: 3.0353976573944093 mrmse_rmvar_mean: 2.091933859348297 mrmse_rmvar_max: 2.9904112981557844 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.034439422357827425 log_var_max: 0.0037447237682063134
[Epoch 347 / Val] 
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[Epoch 347 / Val] loss: 4.463434772968292 loss_mean: 3.4254483246803282 loss_max: 5.501421224594116 mse_mean: 46.00841351699829 mse_max: 104.1595174255371 mae_mean: 3.4254483246803282 mae_max: 5.501421224594116 me_mean: -0.7572188972182339 me_max: -1.262427171042189 mrmse_mean: 3.4254483246803282 mrmse_max: 5.501421224594116 mrmse_rmvar_mean: 3.441824593067169 mrmse_rmvar_max: 5.334864039421081 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03296646058559418 log_var_max: 0.004771521336893784
[Epoch 348 / Train] 
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[Epoch 348 / Train] loss: 2.4983440729379653 loss_mean: 1.9590602578520775 loss_max: 3.0376278964281083 mse_mean: 19.90492868089676 mse_max: 42.770234479904175 mae_mean: 1.9590602578520775 mae_max: 3.0376278964281083 me_mean: -0.6637770235959907 me_max: -1.0991759863926562 mrmse_mean: 1.9590602578520775 mrmse_max: 3.0376278964281083 mrmse_rmvar_mean: 2.0908796097040176 mrmse_rmvar_max: 2.988605193734169 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03423093361593783 log_var_max: 0.0036667059196624904
[Epoch 348 / Val] 
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[Epoch 348 / Val] loss: 4.403444648742676 loss_mean: 3.367317714214325 loss_max: 5.439571600914001 mse_mean: 46.12448380661011 mse_max: 104.10657498168945 mae_mean: 3.367317714214325 mae_max: 5.439571600914001 me_mean: -0.9887764227567241 me_max: -1.7364148943684996 mrmse_mean: 3.367317714214325 mrmse_max: 5.439571600914001 mrmse_rmvar_mean: 3.39835569190979 mrmse_rmvar_max: 5.279950061798096 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03199725541844964 log_var_max: 0.005803796712949406
[Epoch 349 / Train] 
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[Epoch 349 / Train] loss: 2.489405108332634 loss_mean: 1.9521824165582657 loss_max: 3.026627800822258 mse_mean: 19.62044781732559 mse_max: 42.25557409191131 mae_mean: 1.9521824165582657 mae_max: 3.026627800822258 me_mean: -0.6511221151091159 me_max: -1.0741888224782887 mrmse_mean: 1.9521824165582657 mrmse_max: 3.026627800822258 mrmse_rmvar_mean: 2.085921580553055 mrmse_rmvar_max: 2.9812428866624834 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03448515078797936 log_var_max: 0.003686239964561537
[Epoch 349 / Val] 
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[Epoch 349 / Val] loss: 4.429532835006714 loss_mean: 3.387807536125183 loss_max: 5.471258115768433 mse_mean: 45.60163075637817 mse_max: 103.26846524047852 mae_mean: 3.387807536125183 mae_max: 5.471258115768433 me_mean: -0.8610091059478 me_max: -1.5157774057015776 mrmse_mean: 3.387807536125183 mrmse_max: 5.471258115768433 mrmse_rmvar_mean: 3.400723365545273 mrmse_rmvar_max: 5.298042501926422 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03134167081490159 log_var_max: 0.004399755018921496
[Epoch 350 / Train] 
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[Epoch 350 / Train] loss: 2.4984414533376693 loss_mean: 1.9561180720329285 loss_max: 3.0407648456096648 mse_mean: 19.720970902442932 mse_max: 42.452789238929746 mae_mean: 1.9561180720329285 mae_max: 3.0407648456096648 me_mean: -0.6556156171198818 me_max: -1.0866874590176159 mrmse_mean: 1.9561180720329285 mrmse_max: 3.0407648456096648 mrmse_rmvar_mean: 2.089034089803696 mrmse_rmvar_max: 2.9901550552845 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03407790516316891 log_var_max: 0.0037242155994754284
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[Epoch 350 / Val] loss: 4.470034789562225 loss_mean: 3.419840763568878 loss_max: 5.520228826999665 mse_mean: 45.592079999923705 mse_max: 102.9326978149414 mae_mean: 3.419840763568878 mae_max: 5.520228826999665 me_mean: -0.9273845380609855 me_max: -1.5679658238757401 mrmse_mean: 3.419840763568878 mrmse_max: 5.520228826999665 mrmse_rmvar_mean: 3.4243033928871154 mrmse_rmvar_max: 5.338499642372131 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03214586887136102 log_var_max: 0.004481882228530594
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[Epoch 351 / Train] loss: 2.4853441123962403 loss_mean: 1.9454225782752037 loss_max: 3.0252656480073927 mse_mean: 19.612526187419892 mse_max: 42.39769897937774 mae_mean: 1.9454225782752037 mae_max: 3.0252656480073927 me_mean: -0.6543933390010498 me_max: -1.089191992776934 mrmse_mean: 1.9454225782752037 mrmse_max: 3.0252656480073927 mrmse_rmvar_mean: 2.0806122537851333 mrmse_rmvar_max: 2.9791338621377945 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.034080980760976674 log_var_max: 0.0038217370838392528
[Epoch 351 / Val] 
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[Epoch 351 / Val] loss: 4.476089375972748 loss_mean: 3.428344916343689 loss_max: 5.5238338441848756 mse_mean: 46.49666157531738 mse_max: 105.22052054595947 mae_mean: 3.428344916343689 mae_max: 5.5238338441848756 me_mean: -0.8637176244277507 me_max: -1.6829645356461407 mrmse_mean: 3.428344916343689 mrmse_max: 5.5238338441848756 mrmse_rmvar_mean: 3.442416606426239 mrmse_rmvar_max: 5.3531395297050475 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.02865360886976123 log_var_max: 0.003923638781183399
[Epoch 352 / Train] 
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[Epoch 352 / Train] loss: 2.4834319512844085 loss_mean: 1.9435426970124245 loss_max: 3.02332120513916 mse_mean: 19.60628107690811 mse_max: 42.41290912055969 mae_mean: 1.9435426970124245 mae_max: 3.02332120513916 me_mean: -0.6439539816703109 me_max: -1.0733230724483729 mrmse_mean: 1.9435426970124245 mrmse_max: 3.02332120513916 mrmse_rmvar_mean: 2.0781508971452713 mrmse_rmvar_max: 2.9762597525119783 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.0339854892231524 log_var_max: 0.0031976753041381015
[Epoch 352 / Val] 
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[Epoch 352 / Val] loss: 4.279237390995026 loss_mean: 3.2651746072769163 loss_max: 5.293300188064575 mse_mean: 43.54055136680603 mse_max: 99.16939772415161 mae_mean: 3.2651746072769163 mae_max: 5.293300188064575 me_mean: -1.127665308975149 me_max: -1.9344191431440414 mrmse_mean: 3.2651746072769163 mrmse_max: 5.293300188064575 mrmse_rmvar_mean: 3.3006733462810516 mrmse_rmvar_max: 5.140108103752136 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.031252701248973606 log_var_max: 0.0029679089047422165
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[Epoch 353 / Train] loss: 2.474775288939476 loss_mean: 1.94007685059309 loss_max: 3.0094737215042113 mse_mean: 19.513571552753447 mse_max: 41.852635880470274 mae_mean: 1.94007685059309 mae_max: 3.0094737215042113 me_mean: -0.6445911294738762 me_max: -1.0672084413578269 mrmse_mean: 1.94007685059309 mrmse_max: 3.0094737215042113 mrmse_rmvar_mean: 2.075681763291359 mrmse_rmvar_max: 2.962466497898102 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03435657496005297 log_var_max: 0.0027974689912516624
[Epoch 353 / Val] 
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[Epoch 353 / Val] loss: 4.401088922500611 loss_mean: 3.372745605945587 loss_max: 5.429432254314422 mse_mean: 45.66571426010132 mse_max: 103.06643397521972 mae_mean: 3.372745605945587 mae_max: 5.429432254314422 me_mean: -1.0895962393749505 me_max: -1.9011813550502994 mrmse_mean: 3.372745605945587 mrmse_max: 5.429432254314422 mrmse_rmvar_mean: 3.3984835658073425 mrmse_rmvar_max: 5.271530442714691 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.030534808222204446 log_var_max: 0.0024879596997707267
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[Epoch 354 / Train] loss: 2.502548896074295 loss_mean: 1.9598607710003852 loss_max: 3.0452370282411576 mse_mean: 19.87252038669586 mse_max: 42.779050193786624 mae_mean: 1.9598607710003852 mae_max: 3.0452370282411576 me_mean: -0.6664725562559324 me_max: -1.1025793524180771 mrmse_mean: 1.9598607710003852 mrmse_max: 3.0452370282411576 mrmse_rmvar_mean: 2.0935457737445833 mrmse_rmvar_max: 2.996622470855713 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.034076295187696816 log_var_max: 0.002956315352967067
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[Epoch 354 / Val] loss: 4.3392485370635985 loss_mean: 3.3131709547042845 loss_max: 5.36532611322403 mse_mean: 45.28084775543213 mse_max: 102.5828768081665 mae_mean: 3.3131709547042845 mae_max: 5.36532611322403 me_mean: -1.167249325459823 me_max: -2.063323349352926 mrmse_mean: 3.3131709547042845 mrmse_max: 5.36532611322403 mrmse_rmvar_mean: 3.3532082936763765 mrmse_rmvar_max: 5.216181597709656 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.027761453218758107 log_var_max: 0.005000286860769847
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[Epoch 355 / Train] loss: 2.478553336620331 loss_mean: 1.940495764017105 loss_max: 3.0166109079122543 mse_mean: 19.664455953598022 mse_max: 42.350057700157166 mae_mean: 1.940495764017105 mae_max: 3.0166109079122543 me_mean: -0.6491782481132541 me_max: -1.0796051154094748 mrmse_mean: 1.940495764017105 mrmse_max: 3.0166109079122543 mrmse_rmvar_mean: 2.077004874110222 mrmse_rmvar_max: 2.9692961884737015 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03414212667010724 log_var_max: 0.0026205271531362087
[Epoch 355 / Val] 
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[Epoch 355 / Val] loss: 4.332514021396637 loss_mean: 3.3080495691299436 loss_max: 5.356978462696075 mse_mean: 45.132687744140625 mse_max: 102.91100891113281 mae_mean: 3.3080495691299436 mae_max: 5.356978462696075 me_mean: -1.2289256435576825 me_max: -2.1835344137363135 mrmse_mean: 3.3080495691299436 mrmse_max: 5.356978462696075 mrmse_rmvar_mean: 3.352765687942505 mrmse_rmvar_max: 5.219797368049622 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.029230340246111156 log_var_max: 0.004580954210890923
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[Epoch 356 / Train] loss: 2.4768054003715516 loss_mean: 1.9431287915110589 loss_max: 3.010482007741928 mse_mean: 19.645456081390382 mse_max: 42.095068261146544 mae_mean: 1.9431287915110589 mae_max: 3.010482007741928 me_mean: -0.6475900318291969 me_max: -1.0739544034493738 mrmse_mean: 1.9431287915110589 mrmse_max: 3.010482007741928 mrmse_rmvar_mean: 2.077949968934059 mrmse_rmvar_max: 2.963510127544403 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03412314491532743 log_var_max: 0.0025589572637327363
[Epoch 356 / Val] 
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[Epoch 356 / Val] loss: 4.4647580647468565 loss_mean: 3.4281375863552093 loss_max: 5.501378517150879 mse_mean: 47.07925200271607 mse_max: 106.05628496551513 mae_mean: 3.4281375863552093 mae_max: 5.501378517150879 me_mean: -0.7483450046260259 me_max: -1.3518205175064504 mrmse_mean: 3.4281375863552093 mrmse_max: 5.501378517150879 mrmse_rmvar_mean: 3.4469989604949953 mrmse_rmvar_max: 5.3387979531288146 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03333954280242324 log_var_max: 0.004424489058350445
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[Epoch 357 / Train] loss: 2.4821724137067793 loss_mean: 1.9465414073467255 loss_max: 3.017803416848183 mse_mean: 19.683376269340513 mse_max: 42.256166933059696 mae_mean: 1.9465414073467255 mae_max: 3.017803416848183 me_mean: -0.6507715755410026 me_max: -1.078671809698455 mrmse_mean: 1.9465414073467255 mrmse_max: 3.017803416848183 mrmse_rmvar_mean: 2.081948149561882 mrmse_rmvar_max: 2.9712308280467985 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.034343434249982235 log_var_max: 0.002809332862685551
[Epoch 357 / Val] 
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[Epoch 357 / Val] loss: 4.294572215080262 loss_mean: 3.2776312832832337 loss_max: 5.311513155937194 mse_mean: 44.12883723068237 mse_max: 100.06908832550049 mae_mean: 3.2776312832832337 mae_max: 5.311513155937194 me_mean: -1.2228802296249195 me_max: -2.2024049082826824 mrmse_mean: 3.2776312832832337 mrmse_max: 5.311513155937194 mrmse_rmvar_mean: 3.318204636335373 mrmse_rmvar_max: 5.164458748340607 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03150611820816994 log_var_max: 0.005452096319480916
[Epoch 358 / Train] 
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[Epoch 358 / Train] loss: 2.5008709865808485 loss_mean: 1.9597694145441056 loss_max: 3.0419725584983826 mse_mean: 19.885976137161254 mse_max: 42.8473756313324 mae_mean: 1.9597694145441056 mae_max: 3.0419725584983826 me_mean: -0.6591286545026814 me_max: -1.0917464205942815 mrmse_mean: 1.9597694145441056 mrmse_max: 3.0419725584983826 mrmse_rmvar_mean: 2.093927483677864 mrmse_rmvar_max: 2.9945726314783094 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.034205664495006206 log_var_max: 0.0033970743858953937
[Epoch 358 / Val] 
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[Epoch 358 / Val] loss: 4.448862701416016 loss_mean: 3.4016303067207336 loss_max: 5.496095111846924 mse_mean: 45.61191704559326 mse_max: 104.09366310882568 mae_mean: 3.4016303067207336 mae_max: 5.496095111846924 me_mean: -1.0092350341215497 me_max: -1.6393331351084635 mrmse_mean: 3.4016303067207336 mrmse_max: 5.496095111846924 mrmse_rmvar_mean: 3.4178555459976194 mrmse_rmvar_max: 5.331332603931427 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.0311118249297142 log_var_max: 0.00279593510030827
[Epoch 359 / Train] 
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[Epoch 359 / Train] loss: 2.4768856962919235 loss_mean: 1.9398234418034555 loss_max: 3.0139479522705077 mse_mean: 19.60581508016586 mse_max: 42.18677145004273 mae_mean: 1.9398234418034555 mae_max: 3.0139479522705077 me_mean: -0.6499462034286698 me_max: -1.0740094906650484 mrmse_mean: 1.9398234418034555 mrmse_max: 3.0139479522705077 mrmse_rmvar_mean: 2.078613458633423 mrmse_rmvar_max: 2.9710116478204727 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.033972686188295485 log_var_max: 0.003127115014533047
[Epoch 359 / Val] 
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[Epoch 359 / Val] loss: 4.4855315489768985 loss_mean: 3.4476439447402956 loss_max: 5.52341917181015 mse_mean: 47.29405978012085 mse_max: 105.60628356933594 mae_mean: 3.4476439447402956 mae_max: 5.52341917181015 me_mean: -0.8259243822637945 me_max: -1.624302302699536 mrmse_mean: 3.4476439447402956 mrmse_max: 5.52341917181015 mrmse_rmvar_mean: 3.463464385032654 mrmse_rmvar_max: 5.356623363494873 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.030619414363056423 log_var_max: 0.0034222109555630594
[Epoch 360 / Train] 
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[Epoch 360 / Train] loss: 2.453974109172821 loss_mean: 1.9252069735527038 loss_max: 2.9827412403821945 mse_mean: 19.277769389629363 mse_max: 41.37901497268677 mae_mean: 1.9252069735527038 mae_max: 2.9827412403821945 me_mean: -0.6402880423407769 me_max: -1.0640589815396815 mrmse_mean: 1.9252069735527038 mrmse_max: 2.9827412403821945 mrmse_rmvar_mean: 2.060684723496437 mrmse_rmvar_max: 2.9376471308469774 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03366356059163809 log_var_max: 0.002648757924078382
[Epoch 360 / Val] 
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[Epoch 360 / Val] loss: 4.522923866271973 loss_mean: 3.4766948182582853 loss_max: 5.569152930736542 mse_mean: 48.21074342727661 mse_max: 107.53993689727783 mae_mean: 3.4766948182582853 mae_max: 5.569152930736542 me_mean: -0.6069462363282219 me_max: -1.1863070448515938 mrmse_mean: 3.4766948182582853 mrmse_max: 5.569152930736542 mrmse_rmvar_mean: 3.4917877020835877 mrmse_rmvar_max: 5.395090722560883 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03106644917652011 log_var_max: 0.002985933231917443
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[Epoch 361 / Train] loss: 2.478862762928009 loss_mean: 1.9426999120116233 loss_max: 3.0150256130695343 mse_mean: 19.511364495277405 mse_max: 42.04767154121399 mae_mean: 1.9426999120116233 mae_max: 3.0150256130695343 me_mean: -0.6584004503381439 me_max: -1.0914952809691896 mrmse_mean: 1.9426999120116233 mrmse_max: 3.0150256130695343 mrmse_rmvar_mean: 2.074307964205742 mrmse_rmvar_max: 2.964215285897255 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03406017589010298 log_var_max: 0.0026551710408530198
[Epoch 361 / Val] 
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[Epoch 361 / Val] loss: 4.424134434700012 loss_mean: 3.400499539613724 loss_max: 5.44776930809021 mse_mean: 47.22617398452759 mse_max: 105.79454154205322 mae_mean: 3.400499539613724 mae_max: 5.44776930809021 me_mean: -0.7901131602353998 me_max: -1.6199612014470621 mrmse_mean: 3.400499539613724 mrmse_max: 5.44776930809021 mrmse_rmvar_mean: 3.43243074798584 mrmse_rmvar_max: 5.291437522888184 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.031092488251626492 log_var_max: 0.0035216843326670642
[Epoch 362 / Train] 
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[Epoch 362 / Train] loss: 2.490782844901085 loss_mean: 1.9532894757986068 loss_max: 3.028276211977005 mse_mean: 19.671000896930696 mse_max: 42.32651069164276 mae_mean: 1.9532894757986068 mae_max: 3.028276211977005 me_mean: -0.6461274883489241 me_max: -1.0692082007601857 mrmse_mean: 1.9532894757986068 mrmse_max: 3.028276211977005 mrmse_rmvar_mean: 2.0847886691093445 mrmse_rmvar_max: 2.979188528418541 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03389818196557462 log_var_max: 0.002757434756305884
[Epoch 362 / Val] 
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[Epoch 362 / Val] loss: 4.582289214611054 loss_mean: 3.5529322981834413 loss_max: 5.611646135807037 mse_mean: 49.554184455871585 mse_max: 108.37277617645263 mae_mean: 3.5529322981834413 mae_max: 5.611646135807037 me_mean: -0.49130421589664186 me_max: -1.225816279042745 mrmse_mean: 3.5529322981834413 mrmse_max: 5.611646135807037 mrmse_rmvar_mean: 3.562331394672394 mrmse_rmvar_max: 5.439397129058838 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03239948897436261 log_var_max: 0.004839855732745491
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[Epoch 363 / Train] loss: 2.4806529595851896 loss_mean: 1.940160990834236 loss_max: 3.0211449303627016 mse_mean: 19.634043817043306 mse_max: 42.59528427219391 mae_mean: 1.940160990834236 mae_max: 3.0211449303627016 me_mean: -0.6545925870734063 me_max: -1.0866748228203504 mrmse_mean: 1.940160990834236 mrmse_max: 3.0211449303627016 mrmse_rmvar_mean: 2.0770353248119355 mrmse_rmvar_max: 2.977451072692871 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03423389315605164 log_var_max: 0.0027278038693184497
[Epoch 363 / Val] 
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[Epoch 363 / Val] loss: 4.3482481646537785 loss_mean: 3.3202966597080232 loss_max: 5.376199670314789 mse_mean: 45.024934074401855 mse_max: 102.03727156829834 mae_mean: 3.3202966597080232 mae_max: 5.376199670314789 me_mean: -0.9998647733470425 me_max: -1.7185249456698075 mrmse_mean: 3.3202966597080232 mrmse_max: 5.376199670314789 mrmse_rmvar_mean: 3.3559361221790316 mrmse_rmvar_max: 5.224098918437957 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.030179132349789143 log_var_max: 0.0027855507116801162
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[Epoch 364 / Train] loss: 2.4956338058710097 loss_mean: 1.9535167284607888 loss_max: 3.0377508819103243 mse_mean: 19.854088099956513 mse_max: 42.89664031791687 mae_mean: 1.9535167284607888 mae_max: 3.0377508819103243 me_mean: -0.6751351556393201 me_max: -1.1248848560072948 mrmse_mean: 1.9535167284607888 mrmse_max: 3.0377508819103243 mrmse_rmvar_mean: 2.087620831012726 mrmse_rmvar_max: 2.9906044363975526 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.033762688849121335 log_var_max: 0.0029040529212506954
[Epoch 364 / Val] 
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[Epoch 364 / Val] loss: 4.428555534362793 loss_mean: 3.392554454088211 loss_max: 5.464556604862213 mse_mean: 45.675749229431155 mse_max: 103.13797850036622 mae_mean: 3.392554454088211 mae_max: 5.464556604862213 me_mean: -0.9134346729088575 me_max: -1.6633223923407494 mrmse_mean: 3.392554454088211 mrmse_max: 5.464556604862213 mrmse_rmvar_mean: 3.414181829452515 mrmse_rmvar_max: 5.300997682094574 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.031296633809804915 log_var_max: 0.004855923885595984
[Epoch 365 / Train] 
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[Epoch 365 / Train] loss: 2.491927072763443 loss_mean: 1.953113495528698 loss_max: 3.0307406454086303 mse_mean: 19.84724346613884 mse_max: 42.772556493759154 mae_mean: 1.953113495528698 mae_max: 3.0307406454086303 me_mean: -0.6668631849675439 me_max: -1.1096511577842758 mrmse_mean: 1.953113495528698 mrmse_max: 3.0307406454086303 mrmse_rmvar_mean: 2.088231375217438 mrmse_rmvar_max: 2.985283222079277 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03334672861546278 log_var_max: 0.0026447334918702835
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[Epoch 365 / Val] loss: 4.534372540950775 loss_mean: 3.5141406137943267 loss_max: 5.554604466438294 mse_mean: 48.81614199066162 mse_max: 106.92289752197266 mae_mean: 3.5141406137943267 mae_max: 5.554604466438294 me_mean: -0.43623687437037006 me_max: -1.0190753809213637 mrmse_mean: 3.5141406137943267 mrmse_max: 5.554604466438294 mrmse_rmvar_mean: 3.5212243127822878 mrmse_rmvar_max: 5.378790714263916 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03171196697279811 log_var_max: 0.0027002826120224198
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[Epoch 366 / Train] loss: 2.489176355600357 loss_mean: 1.9530141090750694 loss_max: 3.0253386001586913 mse_mean: 19.852353771686555 mse_max: 42.544548065185545 mae_mean: 1.9530141090750694 mae_max: 3.0253386001586913 me_mean: -0.6562122763750377 me_max: -1.0884668475547805 mrmse_mean: 1.9530141090750694 mrmse_max: 3.0253386001586913 mrmse_rmvar_mean: 2.0858155697584153 mrmse_rmvar_max: 2.9782359975576402 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.033233046047389504 log_var_max: 0.0028573891834530515
[Epoch 366 / Val] 
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[Epoch 366 / Val] loss: 4.46601999092102 loss_mean: 3.4246768908500673 loss_max: 5.507363104820252 mse_mean: 45.40639223098755 mse_max: 102.83450751495361 mae_mean: 3.4246768908500673 mae_max: 5.507363104820252 me_mean: -0.8421238276120275 me_max: -1.5334029044422204 mrmse_mean: 3.4246768908500673 mrmse_max: 5.507363104820252 mrmse_rmvar_mean: 3.4325632133483888 mrmse_rmvar_max: 5.3329400248527525 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.02959242096170783 log_var_max: 0.004410388132208027
[Epoch 367 / Train] 
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[Epoch 367 / Train] loss: 2.4742674337625505 loss_mean: 1.937782130420208 loss_max: 3.0107527358531954 mse_mean: 19.677952534675597 mse_max: 42.32151024341583 mae_mean: 1.937782130420208 mae_max: 3.0107527358531954 me_mean: -0.6664923625166994 me_max: -1.1012945443135687 mrmse_mean: 1.937782130420208 mrmse_max: 3.0107527358531954 mrmse_rmvar_mean: 2.0751819645166396 mrmse_rmvar_max: 2.9666072225570677 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.033454136673361064 log_var_max: 0.002611219408252509
[Epoch 367 / Val] 
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[Epoch 367 / Val] loss: 4.2694564590454105 loss_mean: 3.2461285772323607 loss_max: 5.292784343719482 mse_mean: 43.45562037467957 mse_max: 100.05788816070557 mae_mean: 3.2461285772323607 mae_max: 5.292784343719482 me_mean: -1.08974202934606 me_max: -1.789001190930605 mrmse_mean: 3.2461285772323607 mrmse_max: 5.292784343719482 mrmse_rmvar_mean: 3.2894816706180574 mrmse_rmvar_max: 5.150796311378479 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.030441664166748525 log_var_max: 0.004138526235619793
[Epoch 368 / Train] 
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[Epoch 368 / Train] loss: 2.4697058510780336 loss_mean: 1.9377131441831588 loss_max: 3.0016985622644423 mse_mean: 19.483056481838226 mse_max: 41.96092633056641 mae_mean: 1.9377131441831588 mae_max: 3.0016985622644423 me_mean: -0.6502776808404015 me_max: -1.0864774850026588 mrmse_mean: 1.9377131441831588 mrmse_max: 3.0016985622644423 mrmse_rmvar_mean: 2.0710245451927185 mrmse_rmvar_max: 2.954249783754349 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.0339509833920747 log_var_max: 0.0029937011794681895
[Epoch 368 / Val] 
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[Epoch 368 / Val] loss: 4.475710087776184 loss_mean: 3.4267589287757874 loss_max: 5.524661252021789 mse_mean: 46.376844829559325 mse_max: 105.31775775146484 mae_mean: 3.4267589287757874 mae_max: 5.524661252021789 me_mean: -0.7086142963278107 me_max: -1.1093477670606227 mrmse_mean: 3.4267589287757874 mrmse_max: 5.524661252021789 mrmse_rmvar_mean: 3.437841935157776 mrmse_rmvar_max: 5.351662950992584 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.031050472680479287 log_var_max: 0.0035884649178187828
[Epoch 369 / Train] 
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[Epoch 369 / Train] loss: 2.4644107346534727 loss_mean: 1.9299981588125228 loss_max: 2.998823297262192 mse_mean: 19.560109389781953 mse_max: 41.88389720249176 mae_mean: 1.9299981588125228 mae_max: 2.998823297262192 me_mean: -0.6526050659221364 me_max: -1.0771232897471636 mrmse_mean: 1.9299981588125228 mrmse_max: 2.998823297262192 mrmse_rmvar_mean: 2.069094077348709 mrmse_rmvar_max: 2.957395555973053 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.033225405119359494 log_var_max: 0.0027750792418701166
[Epoch 369 / Val] 
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[Epoch 369 / Val] loss: 4.3177331972122195 loss_mean: 3.291900129079819 loss_max: 5.343566276073456 mse_mean: 44.82857281494141 mse_max: 102.68599576568603 mae_mean: 3.291900129079819 mae_max: 5.343566276073456 me_mean: -1.278250546298921 me_max: -2.1255483786426486 mrmse_mean: 3.291900129079819 mrmse_max: 5.343566276073456 mrmse_rmvar_mean: 3.3373120267391205 mrmse_rmvar_max: 5.204291946411133 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.032093896359205246 log_var_max: 0.0031320609559934384
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[Epoch 370 / Train] loss: 2.483467079401016 loss_mean: 1.945602897822857 loss_max: 3.021331262111664 mse_mean: 19.667917399406434 mse_max: 42.491438694000244 mae_mean: 1.945602897822857 mae_max: 3.021331262111664 me_mean: -0.6539205282146723 me_max: -1.0849113018751377 mrmse_mean: 1.945602897822857 mrmse_max: 3.021331262111664 mrmse_rmvar_mean: 2.0791562868356706 mrmse_rmvar_max: 2.9750143390893937 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03322643252275884 log_var_max: 0.00230242873129464
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[Epoch 370 / Val] loss: 4.325884333133698 loss_mean: 3.292890975236893 loss_max: 5.35887769317627 mse_mean: 45.07512707901001 mse_max: 103.3505326461792 mae_mean: 3.292890975236893 mae_max: 5.35887769317627 me_mean: -1.2399002864137292 me_max: -2.1115637133568526 mrmse_mean: 3.292890975236893 mrmse_max: 5.35887769317627 mrmse_rmvar_mean: 3.3367440161705018 mrmse_rmvar_max: 5.212362955093384 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.029274838279932738 log_var_max: 0.002480143103935916
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[Epoch 371 / Train] loss: 2.493067130327225 loss_mean: 1.9536244987249374 loss_max: 3.0325097600221635 mse_mean: 19.737525181770323 mse_max: 42.57254918193817 mae_mean: 1.9536244987249374 mae_max: 3.0325097600221635 me_mean: -0.6540751823696046 me_max: -1.082591898133629 mrmse_mean: 1.9536244987249374 mrmse_max: 3.0325097600221635 mrmse_rmvar_mean: 2.087215343117714 mrmse_rmvar_max: 2.9858958144187926 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03356849024444818 log_var_max: 0.0019735061549066586
[Epoch 371 / Val] 
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[Epoch 371 / Val] loss: 4.3706830101013185 loss_mean: 3.330304405927658 loss_max: 5.411061609268189 mse_mean: 44.17782964324951 mse_max: 101.73594013214111 mae_mean: 3.330304405927658 mae_max: 5.411061609268189 me_mean: -1.0898972531621112 me_max: -1.7178206298318692 mrmse_mean: 3.330304405927658 mrmse_max: 5.411061609268189 mrmse_rmvar_mean: 3.3527506742477415 mrmse_rmvar_max: 5.24863513803482 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03207248628884554 log_var_max: 0.0021288423731775767
[Epoch 372 / Train] 
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[Epoch 372 / Train] loss: 2.4504234812259673 loss_mean: 1.9221748490333557 loss_max: 2.9786721086502075 mse_mean: 19.31135003614426 mse_max: 41.53142878341675 mae_mean: 1.9221748490333557 mae_max: 2.9786721086502075 me_mean: -0.6558726275261725 me_max: -1.0961247341586278 mrmse_mean: 1.9221748490333557 mrmse_max: 2.9786721086502075 mrmse_rmvar_mean: 2.0598363391160963 mrmse_rmvar_max: 2.936104901909828 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.0335440968349576 log_var_max: 0.0021601249598625144
[Epoch 372 / Val] 
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[Epoch 372 / Val] loss: 4.5120092363357545 loss_mean: 3.4656090605258942 loss_max: 5.558409417629242 mse_mean: 47.398719327926635 mse_max: 106.86871987915039 mae_mean: 3.4656090605258942 mae_max: 5.558409417629242 me_mean: -0.646618913017097 me_max: -1.1976204883324681 mrmse_mean: 3.4656090605258942 mrmse_max: 5.558409417629242 mrmse_rmvar_mean: 3.4760126473903656 mrmse_rmvar_max: 5.386725670814514 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03143846536055207 log_var_max: 0.0034937107365840348
[Epoch 373 / Train] 
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[Epoch 373 / Train] loss: 2.467949601650238 loss_mean: 1.9319193534851073 loss_max: 3.0039798436164857 mse_mean: 19.40256076335907 mse_max: 41.88948437595367 mae_mean: 1.9319193534851073 mae_max: 3.0039798436164857 me_mean: -0.650155891845352 me_max: -1.0813239691974594 mrmse_mean: 1.9319193534851073 mrmse_max: 3.0039798436164857 mrmse_rmvar_mean: 2.0671653316020966 mrmse_rmvar_max: 2.957060399532318 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03340696729905903 log_var_max: 0.0018609527162752784
[Epoch 373 / Val] 
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[Epoch 373 / Val] loss: 4.516471484184265 loss_mean: 3.4768662514686586 loss_max: 5.556076713085175 mse_mean: 47.449517835617065 mse_max: 105.77796975708007 mae_mean: 3.4768662514686586 mae_max: 5.556076713085175 me_mean: -0.687427974098362 me_max: -1.3980530419312418 mrmse_mean: 3.4768662514686586 mrmse_max: 5.556076713085175 mrmse_rmvar_mean: 3.4898422455787657 mrmse_rmvar_max: 5.384878705024719 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03211517780646682 log_var_max: 0.003090426918264711
[Epoch 374 / Train] 
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[Epoch 374 / Train] loss: 2.4779916906356814 loss_mean: 1.940629802465439 loss_max: 3.0153535730838774 mse_mean: 19.78312780046463 mse_max: 42.518117692947385 mae_mean: 1.940629802465439 mae_max: 3.0153535730838774 me_mean: -0.6679647347985301 me_max: -1.1101042082511703 mrmse_mean: 1.940629802465439 mrmse_max: 3.0153535730838774 mrmse_rmvar_mean: 2.078981140613556 mrmse_rmvar_max: 2.9722643043994905 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03327146106958389 log_var_max: 0.0019405125550183585
[Epoch 374 / Val] 
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[Epoch 374 / Val] loss: 4.331432573795318 loss_mean: 3.2960479304790495 loss_max: 5.366817202568054 mse_mean: 44.697820301055906 mse_max: 102.927180809021 mae_mean: 3.2960479304790495 mae_max: 5.366817202568054 me_mean: -1.0356995957752224 me_max: -1.6990012058503925 mrmse_mean: 3.2960479304790495 mrmse_max: 5.366817202568054 mrmse_rmvar_mean: 3.3345723390579223 mrmse_rmvar_max: 5.2172596945762635 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.032075163282454015 log_var_max: 0.003261417485391121
[Epoch 375 / Train] 
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[Epoch 375 / Train] loss: 2.4741365875005723 loss_mean: 1.9399050056934357 loss_max: 3.0083681688308714 mse_mean: 19.701707480430603 mse_max: 42.4242963809967 mae_mean: 1.9399050056934357 mae_max: 3.0083681688308714 me_mean: -0.659007431080332 me_max: -1.0956030580446823 mrmse_mean: 1.9399050056934357 mrmse_max: 3.0083681688308714 mrmse_rmvar_mean: 2.0797276496887207 mrmse_rmvar_max: 2.9657993350028993 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.033607508154585956 log_var_max: 0.001778381384826389
[Epoch 375 / Val] 
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[Epoch 375 / Val] loss: 4.4048012962341305 loss_mean: 3.378396987199783 loss_max: 5.431205606937408 mse_mean: 45.91614107513428 mse_max: 103.48347814941407 mae_mean: 3.378396987199783 mae_max: 5.431205606937408 me_mean: -0.7926253641899675 me_max: -1.5066300092674791 mrmse_mean: 3.378396987199783 mrmse_max: 5.431205606937408 mrmse_rmvar_mean: 3.394368436336517 mrmse_rmvar_max: 5.262885352134704 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03290309037268162 log_var_max: 0.002214009247760998
[Epoch 376 / Train] 
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[Epoch 376 / Train] loss: 2.4632674053907393 loss_mean: 1.9304548435211182 loss_max: 2.996079967021942 mse_mean: 19.398197576999664 mse_max: 41.67102592372894 mae_mean: 1.9304548435211182 mae_max: 2.996079967021942 me_mean: -0.6495724846569938 me_max: -1.0836593708079307 mrmse_mean: 1.9304548435211182 mrmse_max: 2.996079967021942 mrmse_rmvar_mean: 2.0647784754037857 mrmse_rmvar_max: 2.946796991825104 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.033108068056404594 log_var_max: 0.001728080325961855
[Epoch 376 / Val] 
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[Epoch 376 / Val] loss: 4.402595084190368 loss_mean: 3.383073791980743 loss_max: 5.422116369247436 mse_mean: 46.05692911148071 mse_max: 103.03482585906983 mae_mean: 3.383073791980743 mae_max: 5.422116369247436 me_mean: -0.7922608016896993 me_max: -1.4420927903205156 mrmse_mean: 3.383073791980743 mrmse_max: 5.422116369247436 mrmse_rmvar_mean: 3.408620331287384 mrmse_rmvar_max: 5.26382253074646 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.029696641828864813 log_var_max: 0.0022912051939711093
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[Epoch 377 / Train] loss: 2.411440630555153 loss_mean: 1.8882414716482163 loss_max: 2.9346397923231127 mse_mean: 18.51118443441391 mse_max: 40.106535942077635 mae_mean: 1.8882414716482163 mae_max: 2.9346397923231127 me_mean: -0.6134372912526597 me_max: -1.0325512012583786 mrmse_mean: 1.8882414716482163 mrmse_max: 2.9346397923231127 mrmse_rmvar_mean: 2.0324363223314283 mrmse_rmvar_max: 2.8969866392612458 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03329001068323851 log_var_max: 0.0020226294120111563
[Epoch 377 / Val] 
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[Epoch 377 / Val] loss: 4.442084889888763 loss_mean: 3.382833828210831 loss_max: 5.501335937976837 mse_mean: 45.03613626861572 mse_max: 103.46203661346435 mae_mean: 3.382833828210831 mae_max: 5.501335937976837 me_mean: -0.9604148995503783 me_max: -1.4757939573070034 mrmse_mean: 3.382833828210831 mrmse_max: 5.501335937976837 mrmse_rmvar_mean: 3.386807919025421 mrmse_rmvar_max: 5.3179089584350585 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.030306014101952314 log_var_max: 0.0015829684912068841
[Epoch 378 / Train] 
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[Epoch 378 / Train] 
[Epoch 378 / Train] 
[Epoch 378 / Train] loss: 2.456761538028717 loss_mean: 1.9229027550816535 loss_max: 2.990620325446129 mse_mean: 19.155720873832703 mse_max: 41.566696599006654 mae_mean: 1.9229027550816535 mae_max: 2.990620325446129 me_mean: -0.6464596477641026 me_max: -1.0771789026529295 mrmse_mean: 1.9229027550816535 mrmse_max: 2.990620325446129 mrmse_rmvar_mean: 2.057975274682045 mrmse_rmvar_max: 2.9439112006425856 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03283415195159614 log_var_max: 0.002075795481345267
[Epoch 378 / Val] 
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[Epoch 378 / Val] loss: 4.588601965904235 loss_mean: 3.541174880504608 loss_max: 5.6360290517807 mse_mean: 48.180113189697266 mse_max: 107.33599851989746 mae_mean: 3.541174880504608 mae_max: 5.6360290517807 me_mean: -0.7153353883996606 me_max: -1.2644911483363248 mrmse_mean: 3.541174880504608 mrmse_max: 5.6360290517807 mrmse_rmvar_mean: 3.54329008436203 mrmse_rmvar_max: 5.456737531661988 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03194511321559548 log_var_max: 0.0010969623518485604
[Epoch 379 / Train] 
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[Epoch 379 / Train] loss: 2.4832109200954435 loss_mean: 1.9429213247299195 loss_max: 3.0235005114078524 mse_mean: 19.573888699054717 mse_max: 42.45948135471344 mae_mean: 1.9429213247299195 mae_max: 3.0235005114078524 me_mean: -0.6584200504617765 me_max: -1.1053517983546481 mrmse_mean: 1.9429213247299195 mrmse_max: 3.0235005114078524 mrmse_rmvar_mean: 2.0750727721452713 mrmse_rmvar_max: 2.9736737639904023 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03287023632973433 log_var_max: 0.0018002751750209427
[Epoch 379 / Val] 
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[Epoch 379 / Val] loss: 4.323932107448578 loss_mean: 3.3034612338542937 loss_max: 5.344402958869934 mse_mean: 44.78087016677856 mse_max: 102.22767221069336 mae_mean: 3.3034612338542937 mae_max: 5.344402958869934 me_mean: -0.9355938287449534 me_max: -1.683674681207165 mrmse_mean: 3.3034612338542937 mrmse_max: 5.344402958869934 mrmse_rmvar_mean: 3.34679395198822 mrmse_rmvar_max: 5.20368514585495 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.029260885577648877 log_var_max: 0.0021230700171909122
[Epoch 380 / Train] 
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[Epoch 380 / Train] loss: 2.447616153359413 loss_mean: 1.9190231893658638 loss_max: 2.976209117770195 mse_mean: 19.25735124540329 mse_max: 41.417221121788025 mae_mean: 1.9190231893658638 mae_max: 2.976209117770195 me_mean: -0.6409254330279655 me_max: -1.0677794463458121 mrmse_mean: 1.9190231893658638 mrmse_max: 2.976209117770195 mrmse_rmvar_mean: 2.057834090232849 mrmse_rmvar_max: 2.9336834946870805 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.032730726214125754 log_var_max: 0.001528737858187469
[Epoch 380 / Val] 
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[Epoch 380 / Val] loss: 4.325935076713562 loss_mean: 3.2951185104846954 loss_max: 5.356751644134522 mse_mean: 44.55713507461548 mse_max: 102.19153563690186 mae_mean: 3.2951185104846954 mae_max: 5.356751644134522 me_mean: -1.0872176786568015 me_max: -1.6712506979577737 mrmse_mean: 3.2951185104846954 mrmse_max: 5.356751644134522 mrmse_rmvar_mean: 3.330207971572876 mrmse_rmvar_max: 5.202526907920838 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.028423728410154583 log_var_max: 0.003826103540646727
[Epoch 381 / Train] 
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[Epoch 381 / Train] loss: 2.43097873711586 loss_mean: 1.9042160220146178 loss_max: 2.9577414560317994 mse_mean: 18.888331070899962 mse_max: 40.668046266555784 mae_mean: 1.9042160220146178 mae_max: 2.9577414560317994 me_mean: -0.6297462359935744 me_max: -1.047724156957498 mrmse_mean: 1.9042160220146178 mrmse_max: 2.9577414560317994 mrmse_rmvar_mean: 2.0444759100675585 mrmse_rmvar_max: 2.915119764328003 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03295450603589416 log_var_max: 0.0014456304609263384
[Epoch 381 / Val] 
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[Epoch 381 / Val] loss: 4.301393622398376 loss_mean: 3.2839875905513765 loss_max: 5.318799649238587 mse_mean: 44.923631969451904 mse_max: 101.82575884246826 mae_mean: 3.2839875905513765 mae_max: 5.318799649238587 me_mean: -1.2284097404860659 me_max: -2.1382958906963467 mrmse_mean: 3.2839875905513765 mrmse_max: 5.318799649238587 mrmse_rmvar_mean: 3.329389084815979 mrmse_rmvar_max: 5.173876981258393 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.028776786748319863 log_var_max: 0.0016931976961022882
[Epoch 382 / Train] 
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[Epoch 382 / Train] loss: 2.43285837328434 loss_mean: 1.9052419737577437 loss_max: 2.9604747743606565 mse_mean: 19.047797588348388 mse_max: 40.968686115264894 mae_mean: 1.9052419737577437 mae_max: 2.9604747743606565 me_mean: -0.6429232888516272 me_max: -1.0729304918507114 mrmse_mean: 1.9052419737577437 mrmse_max: 2.9604747743606565 mrmse_rmvar_mean: 2.047129402279854 mrmse_rmvar_max: 2.9205678857564927 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03272487295046449 log_var_max: 0.00128084569504324
[Epoch 382 / Val] 
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[Epoch 382 / Val] loss: 4.331944247245788 loss_mean: 3.28941521859169 loss_max: 5.3744732809066775 mse_mean: 44.090095554351805 mse_max: 101.30223371887207 mae_mean: 3.28941521859169 mae_max: 5.3744732809066775 me_mean: -1.4662934132330119 me_max: -2.3863897965550422 mrmse_mean: 3.28941521859169 mrmse_max: 5.3744732809066775 mrmse_rmvar_mean: 3.3273619570732116 mrmse_rmvar_max: 5.221353801250458 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.02888571361452341 log_var_max: 0.00334948723288835
[Epoch 383 / Train] 
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[Epoch 383 / Train] loss: 2.443363691329956 loss_mean: 1.9122294273376466 loss_max: 2.9744979526996613 mse_mean: 19.18798380947113 mse_max: 41.38378882408142 mae_mean: 1.9122294273376466 mae_max: 2.9744979526996613 me_mean: -0.6462163553980063 me_max: -1.0804367864719824 mrmse_mean: 1.9122294273376466 mrmse_max: 2.9744979526996613 mrmse_rmvar_mean: 2.0523066372871397 mrmse_rmvar_max: 2.932291752815247 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.033175179034471515 log_var_max: 0.0014473745153615028
[Epoch 383 / Val] 
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[Epoch 383 / Val] loss: 4.371678706169129 loss_mean: 3.339410275936127 loss_max: 5.403947157859802 mse_mean: 45.16161601257324 mse_max: 102.36205465698242 mae_mean: 3.339410275936127 mae_max: 5.403947157859802 me_mean: -0.9291915707327425 me_max: -1.6181184134539217 mrmse_mean: 3.339410275936127 mrmse_max: 5.403947157859802 mrmse_rmvar_mean: 3.364452342033386 mrmse_rmvar_max: 5.24119624042511 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03108903532847762 log_var_max: 0.002420576314569189
[Epoch 384 / Train] 
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[Epoch 384 / Train] loss: 2.4324074259996413 loss_mean: 1.9093143972158433 loss_max: 2.955500463962555 mse_mean: 19.018310817718508 mse_max: 40.757044280052185 mae_mean: 1.9093143972158433 mae_max: 2.955500463962555 me_mean: -0.6301825596148847 me_max: -1.0482558993897402 mrmse_mean: 1.9093143972158433 mrmse_max: 2.955500463962555 mrmse_rmvar_mean: 2.0456209802627563 mrmse_rmvar_max: 2.9103736835718155 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03291286893747747 log_var_max: 0.0012143523335230383
[Epoch 384 / Val] 
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[Epoch 384 / Val] loss: 4.380666037082672 loss_mean: 3.3672066662311555 loss_max: 5.394125428676605 mse_mean: 46.400601165771484 mse_max: 104.51617958068847 mae_mean: 3.3672066662311555 mae_max: 5.394125428676605 me_mean: -0.8332518543289043 me_max: -1.6465917538404464 mrmse_mean: 3.3672066662311555 mrmse_max: 5.394125428676605 mrmse_rmvar_mean: 3.4041578662395477 mrmse_rmvar_max: 5.249890954494476 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.030345127172768115 log_var_max: 0.002960383049805387
[Epoch 385 / Train] 
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[Epoch 385 / Train] loss: 2.4652473342418673 loss_mean: 1.9290793167352676 loss_max: 3.0014153575897216 mse_mean: 19.51750136256218 mse_max: 42.06037032699585 mae_mean: 1.9290793167352676 mae_max: 3.0014153575897216 me_mean: -0.6632081860832404 me_max: -1.102457858673064 mrmse_mean: 1.9290793167352676 mrmse_max: 3.0014153575897216 mrmse_rmvar_mean: 2.0675823693275452 mrmse_rmvar_max: 2.955982513427734 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03318158350139856 log_var_max: 0.0009718510217771126
[Epoch 385 / Val] 
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[Epoch 385 / Val] loss: 4.393081842899322 loss_mean: 3.351653138399124 loss_max: 5.434510549068451 mse_mean: 45.106852241516115 mse_max: 102.27815673828125 mae_mean: 3.351653138399124 mae_max: 5.434510549068451 me_mean: -1.0281570320092142 me_max: -1.7616178697571159 mrmse_mean: 3.351653138399124 mrmse_max: 5.434510549068451 mrmse_rmvar_mean: 3.372050574302673 mrmse_rmvar_max: 5.265270617485046 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.02896636077016592 log_var_max: 0.0027997506472605665
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[Epoch 386 / Train] loss: 2.4348170770406723 loss_mean: 1.905568894982338 loss_max: 2.9640652524232864 mse_mean: 19.1450736041069 mse_max: 41.39314562034607 mae_mean: 1.905568894982338 mae_max: 2.9640652524232864 me_mean: -0.6523089967368869 me_max: -1.1012498769696104 mrmse_mean: 1.905568894982338 mrmse_max: 2.9640652524232864 mrmse_rmvar_mean: 2.04843834733963 mrmse_rmvar_max: 2.9249347338676452 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.033000371189787985 log_var_max: 0.0009519283409877062
[Epoch 386 / Val] 
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[Epoch 386 / Val] loss: 4.431559508323669 loss_mean: 3.3843605668544767 loss_max: 5.478758441925049 mse_mean: 46.10108530807495 mse_max: 104.93384590148926 mae_mean: 3.3843605668544767 mae_max: 5.478758441925049 me_mean: -0.761783997106133 me_max: -1.3343806442627684 mrmse_mean: 3.3843605668544767 mrmse_max: 5.478758441925049 mrmse_rmvar_mean: 3.4077375519275663 mrmse_rmvar_max: 5.316199652194976 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.030071394983679056 log_var_max: 0.0012368957313574356
[Epoch 387 / Train] 
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[Epoch 387 / Train] loss: 2.442329537510872 loss_mean: 1.910679462313652 loss_max: 2.973979614138603 mse_mean: 19.052467262268067 mse_max: 41.1057812538147 mae_mean: 1.910679462313652 mae_max: 2.973979614138603 me_mean: -0.6424292227615078 me_max: -1.0749943249411298 mrmse_mean: 1.910679462313652 mrmse_max: 2.973979614138603 mrmse_rmvar_mean: 2.0484775685071943 mrmse_rmvar_max: 2.9287374547719955 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.032654271811246874 log_var_max: 0.0008159900730343565
[Epoch 387 / Val] 
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[Epoch 387 / Val] loss: 4.349458025455474 loss_mean: 3.3324849066734314 loss_max: 5.366431141853332 mse_mean: 45.1134762840271 mse_max: 102.0489667854309 mae_mean: 3.3324849066734314 mae_max: 5.366431141853332 me_mean: -1.0266142460219563 me_max: -1.8847937272917479 mrmse_mean: 3.3324849066734314 mrmse_max: 5.366431141853332 mrmse_rmvar_mean: 3.3700409860610963 mrmse_rmvar_max: 5.22152024936676 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.030487442091107368 log_var_max: 0.002912019269211669
[Epoch 388 / Train] 
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[Epoch 388 / Train] loss: 2.4359281738996508 loss_mean: 1.9093411377668381 loss_max: 2.962515208244324 mse_mean: 19.116192048549653 mse_max: 41.22453431987763 mae_mean: 1.9093411377668381 mae_max: 2.962515208244324 me_mean: -0.6421848906874656 me_max: -1.076395196848549 mrmse_mean: 1.9093411377668381 mrmse_max: 2.962515208244324 mrmse_rmvar_mean: 2.051048829436302 mrmse_rmvar_max: 2.9238528152704237 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03278520061820746 log_var_max: 0.0007734594239124419
[Epoch 388 / Val] 
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[Epoch 388 / Val] loss: 4.415958647251129 loss_mean: 3.377622696876526 loss_max: 5.454294600009918 mse_mean: 45.65192325210571 mse_max: 103.82486713409423 mae_mean: 3.377622696876526 mae_max: 5.454294600009918 me_mean: -0.8877256475102622 me_max: -1.4721829721983521 mrmse_mean: 3.377622696876526 mrmse_max: 5.454294600009918 mrmse_rmvar_mean: 3.3987332561016084 mrmse_rmvar_max: 5.292513048171997 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03126294295117259 log_var_max: 0.004797774114005733
[Epoch 389 / Train] 
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[Epoch 389 / Train] loss: 2.452621392130852 loss_mean: 1.924389559328556 loss_max: 2.9808532247543336 mse_mean: 19.305447182655335 mse_max: 41.42217788219452 mae_mean: 1.924389559328556 mae_max: 2.9808532247543336 me_mean: -0.6492969182895567 me_max: -1.0825295734628453 mrmse_mean: 1.924389559328556 mrmse_max: 2.9808532247543336 mrmse_rmvar_mean: 2.0593709214925764 mrmse_rmvar_max: 2.9338894702196123 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.032990290131419894 log_var_max: 0.0013699808575802308
[Epoch 389 / Val] 
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[Epoch 389 / Val] loss: 4.413650871753693 loss_mean: 3.375351755619049 loss_max: 5.451949975013733 mse_mean: 45.98307217407226 mse_max: 105.10278164672852 mae_mean: 3.375351755619049 mae_max: 5.451949975013733 me_mean: -0.6919748527780175 me_max: -1.2597359650572761 mrmse_mean: 3.375351755619049 mrmse_max: 5.451949975013733 mrmse_rmvar_mean: 3.406734800338745 mrmse_rmvar_max: 5.29923121547699 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.0315141294747591 log_var_max: 0.0028615480458756793
[Epoch 390 / Train] 
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[Epoch 390 / Train] loss: 2.4658409091234206 loss_mean: 1.9323715425133705 loss_max: 2.99931027173996 mse_mean: 19.423425204277038 mse_max: 41.90707890319824 mae_mean: 1.9323715425133705 mae_max: 2.99931027173996 me_mean: -0.6633168385415629 me_max: -1.1045994980323595 mrmse_mean: 1.9323715425133705 mrmse_max: 2.99931027173996 mrmse_rmvar_mean: 2.065408044099808 mrmse_rmvar_max: 2.9505813331604003 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.032672759713605046 log_var_max: 0.0012933390049616378
[Epoch 390 / Val] 
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[Epoch 390 / Val] loss: 4.463546977043152 loss_mean: 3.4183503432273863 loss_max: 5.508743626117706 mse_mean: 46.09117436981201 mse_max: 104.66887563323975 mae_mean: 3.4183503432273863 mae_max: 5.508743626117706 me_mean: -0.8460729477697351 me_max: -1.4058907227036543 mrmse_mean: 3.4183503432273863 mrmse_max: 5.508743626117706 mrmse_rmvar_mean: 3.436623578071594 mrmse_rmvar_max: 5.350563052177429 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.0312814605794847 log_var_max: 0.0007365193582486427
[Epoch 391 / Train] 
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[Epoch 391 / Train] loss: 2.426772671341896 loss_mean: 1.8995786942243575 loss_max: 2.9539666477441786 mse_mean: 18.973889698505403 mse_max: 41.05775731468201 mae_mean: 1.8995786942243575 mae_max: 2.9539666477441786 me_mean: -0.643775501906639 me_max: -1.0776956771090627 mrmse_mean: 1.8995786942243575 mrmse_max: 2.9539666477441786 mrmse_rmvar_mean: 2.043207547545433 mrmse_rmvar_max: 2.9155534648895265 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03272127423807979 log_var_max: 0.0010435660140826713
[Epoch 391 / Val] 
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[Epoch 391 / Val] 
[Epoch 391 / Val] loss: 4.370977203369141 loss_mean: 3.3277571277618407 loss_max: 5.414197259426117 mse_mean: 44.54570774459839 mse_max: 101.97417111968994 mae_mean: 3.3277571277618407 mae_max: 5.414197259426117 me_mean: -1.145041896501556 me_max: -1.8783772380314767 mrmse_mean: 3.3277571277618407 mrmse_max: 5.414197259426117 mrmse_rmvar_mean: 3.3528255014419557 mrmse_rmvar_max: 5.252728901386261 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03093519436940551 log_var_max: 0.0014257895504596262
[Epoch 392 / Train] 
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[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
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[Epoch 392 / Train] 
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[Epoch 392 / Train] 
[Epoch 392 / Train] 
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[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
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[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
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[Epoch 392 / Train] 
[Epoch 392 / Train] 
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[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
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[Epoch 392 / Train] 
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[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
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[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
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[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
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[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
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[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
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[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
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[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
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[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
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[Epoch 392 / Train] 
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[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
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[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
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[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
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[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
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[Epoch 392 / Train] 
[Epoch 392 / Train] 
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[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
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[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
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[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
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[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
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[Epoch 392 / Train] 
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[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
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[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
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[Epoch 392 / Train] 
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[Epoch 392 / Train] 
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[Epoch 392 / Train] 
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[Epoch 392 / Train] 
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[Epoch 392 / Train] 
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[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
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[Epoch 392 / Train] 
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[Epoch 392 / Train] 
[Epoch 392 / Train] 
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[Epoch 392 / Train] 
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[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
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[Epoch 392 / Train] 
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[Epoch 392 / Train] 
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[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
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[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
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[Epoch 392 / Train] 
[Epoch 392 / Train] 
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[Epoch 392 / Train] 
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[Epoch 392 / Train] 
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[Epoch 392 / Train] 
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[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
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[Epoch 392 / Train] 
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[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
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[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
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[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
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[Epoch 392 / Train] 
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[Epoch 392 / Train] 
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[Epoch 392 / Train] 
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[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
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[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] 
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[Epoch 392 / Train] 
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[Epoch 392 / Train] 
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[Epoch 392 / Train] 
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[Epoch 392 / Train] 
[Epoch 392 / Train] 
[Epoch 392 / Train] loss: 2.4670992580652236 loss_mean: 1.9337133415937424 loss_max: 3.0004851713180543 mse_mean: 19.492779315471648 mse_max: 42.09498690032959 mae_mean: 1.9337133415937424 mae_max: 3.0004851713180543 me_mean: -0.6612820731215179 me_max: -1.098958721307339 mrmse_mean: 1.9337133415937424 mrmse_max: 3.0004851713180543 mrmse_rmvar_mean: 2.0685110474824904 mrmse_rmvar_max: 2.9545036256313324 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.0327612362653017 log_var_max: 0.0011247114998585027
[Epoch 392 / Val] 
[Epoch 392 / Val] 
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[Epoch 392 / Val] 
[Epoch 392 / Val] loss: 4.329237536430359 loss_mean: 3.294475209951401 loss_max: 5.3639998579025265 mse_mean: 44.115677040100095 mse_max: 101.08190476989746 mae_mean: 3.294475209951401 mae_max: 5.3639998579025265 me_mean: -1.2851327341981231 me_max: -2.2005010487986727 mrmse_mean: 3.294475209951401 mrmse_max: 5.3639998579025265 mrmse_rmvar_mean: 3.324369886636734 mrmse_rmvar_max: 5.206590116500855 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.029356637008488177 log_var_max: 0.0013241736289301117
[Epoch 393 / Train] 
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[Epoch 393 / Train] loss: 2.4232110875844954 loss_mean: 1.8994774264097214 loss_max: 2.946944744706154 mse_mean: 18.920231278419493 mse_max: 40.84992560100555 mae_mean: 1.8994774264097214 mae_max: 2.946944744706154 me_mean: -0.6392460498576984 me_max: -1.0797731957484502 mrmse_mean: 1.8994774264097214 mrmse_max: 2.946944744706154 mrmse_rmvar_mean: 2.0399638129472732 mrmse_rmvar_max: 2.9071461246013643 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.032526483174413444 log_var_max: 0.001018280503240419
[Epoch 393 / Val] 
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[Epoch 393 / Val] loss: 4.43706501197815 loss_mean: 3.4080437281131744 loss_max: 5.466086314201355 mse_mean: 46.994316257476804 mse_max: 105.20748378753662 mae_mean: 3.4080437281131744 mae_max: 5.466086314201355 me_mean: -0.7601600412356202 me_max: -1.4510785131119193 mrmse_mean: 3.4080437281131744 mrmse_max: 5.466086314201355 mrmse_rmvar_mean: 3.4376728920936586 mrmse_rmvar_max: 5.308841892242432 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03085311869159341 log_var_max: 0.0011825006990629845
[Epoch 394 / Train] 
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[Epoch 394 / Train] loss: 2.4555107872486115 loss_mean: 1.9240854424238205 loss_max: 2.986936128139496 mse_mean: 19.428604316711425 mse_max: 41.85981729602814 mae_mean: 1.9240854424238205 mae_max: 2.986936128139496 me_mean: -0.6598275954698329 me_max: -1.1003310753656552 mrmse_mean: 1.9240854424238205 mrmse_max: 2.986936128139496 mrmse_rmvar_mean: 2.063289052248001 mrmse_rmvar_max: 2.9438583660125732 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03273293927870691 log_var_max: 0.0008756787271103547
[Epoch 394 / Val] 
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[Epoch 394 / Val] loss: 4.3992369213104245 loss_mean: 3.3600955922603606 loss_max: 5.438378263950348 mse_mean: 46.26191344070435 mse_max: 105.49626374816894 mae_mean: 3.3600955922603606 mae_max: 5.438378263950348 me_mean: -0.7967829539843951 me_max: -1.4072912664357573 mrmse_mean: 3.3600955922603606 mrmse_max: 5.438378263950348 mrmse_rmvar_mean: 3.3986927213668823 mrmse_rmvar_max: 5.29040389919281 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.031651035502552986 log_var_max: 0.004713419605013769
[Epoch 395 / Train] 
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[Epoch 395 / Train] loss: 2.4730318785905836 loss_mean: 1.938567468225956 loss_max: 3.0074962903261184 mse_mean: 19.53189077234268 mse_max: 42.11108434772491 mae_mean: 1.938567468225956 mae_max: 3.0074962903261184 me_mean: -0.6643550848856685 me_max: -1.1100003530334797 mrmse_mean: 1.938567468225956 mrmse_max: 3.0074962903261184 mrmse_rmvar_mean: 2.0710120319128036 mrmse_rmvar_max: 2.958924227952957 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.032518486903980376 log_var_max: 0.001211523751474715
[Epoch 395 / Val] 
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[Epoch 395 / Val] loss: 4.350709946632385 loss_mean: 3.329946937561035 loss_max: 5.371472939491272 mse_mean: 44.87927906417847 mse_max: 101.79833631134034 mae_mean: 3.329946937561035 mae_max: 5.371472939491272 me_mean: -0.7503934108298271 me_max: -1.3553120438084005 mrmse_mean: 3.329946937561035 mrmse_max: 5.371472939491272 mrmse_rmvar_mean: 3.3586780786514283 mrmse_rmvar_max: 5.218396339416504 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.029226214710623026 log_var_max: 0.0037816982467775233
[Epoch 396 / Train] 
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[Epoch 396 / Train] loss: 2.4489752444028854 loss_mean: 1.9186058501005172 loss_max: 2.9793446354866027 mse_mean: 19.24739251756668 mse_max: 41.57509990882873 mae_mean: 1.9186058501005172 mae_max: 2.9793446354866027 me_mean: -0.651015088030952 me_max: -1.0888594660838136 mrmse_mean: 1.9186058501005172 mrmse_max: 2.9793446354866027 mrmse_rmvar_mean: 2.058226232290268 mrmse_rmvar_max: 2.937840809106827 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.032662715576589105 log_var_max: 0.0010540418457342113
[Epoch 396 / Val] 
[Epoch 396 / Val] 
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[Epoch 396 / Val] loss: 4.329455733776093 loss_mean: 3.2964777879714964 loss_max: 5.362433683872223 mse_mean: 44.32843529891968 mse_max: 101.35969395446777 mae_mean: 3.2964777879714964 mae_max: 5.362433683872223 me_mean: -1.3011744700483978 me_max: -1.987470759825781 mrmse_mean: 3.2964777879714964 mrmse_max: 5.362433683872223 mrmse_rmvar_mean: 3.331367831707001 mrmse_rmvar_max: 5.204361478328705 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.029665108699351548 log_var_max: 0.001429152219216121
[Epoch 397 / Train] 
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[Epoch 397 / Train] loss: 2.4357757583856583 loss_mean: 1.9055644264221192 loss_max: 2.965987093806267 mse_mean: 19.0862312169075 mse_max: 41.25470845890045 mae_mean: 1.9055644264221192 mae_max: 2.965987093806267 me_mean: -0.6466540626988281 me_max: -1.0862832418438046 mrmse_mean: 1.9055644264221192 mrmse_max: 2.965987093806267 mrmse_rmvar_mean: 2.0472206974029543 mrmse_rmvar_max: 2.9251310609579084 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.032521828634664414 log_var_max: 0.0007764789314485369
[Epoch 397 / Val] 
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[Epoch 397 / Val] loss: 4.373675712585449 loss_mean: 3.3451918280124664 loss_max: 5.402159598827362 mse_mean: 44.890332414627075 mse_max: 101.63078662872314 mae_mean: 3.3451918280124664 mae_max: 5.402159598827362 me_mean: -0.8704352598754922 me_max: -1.5955894923470915 mrmse_mean: 3.3451918280124664 mrmse_max: 5.402159598827362 mrmse_rmvar_mean: 3.364586129665375 mrmse_rmvar_max: 5.236008085727692 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.029259564884006977 log_var_max: 0.0018528908601074363
[Epoch 398 / Train] 
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[Epoch 398 / Train] loss: 2.439813507437706 loss_mean: 1.9125251944661141 loss_max: 2.9671018198728563 mse_mean: 19.194212337732314 mse_max: 41.20330709171295 mae_mean: 1.9125251944661141 mae_max: 2.9671018198728563 me_mean: -0.6489220632265206 me_max: -1.0857906790839043 mrmse_mean: 1.9125251944661141 mrmse_max: 2.9671018198728563 mrmse_rmvar_mean: 2.050783505797386 mrmse_rmvar_max: 2.922586375236511 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03259926706179977 log_var_max: 0.0006839323231988601
[Epoch 398 / Val] 
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[Epoch 398 / Val] loss: 4.324111176967621 loss_mean: 3.292246445655823 loss_max: 5.355975901603698 mse_mean: 44.120537673950196 mse_max: 100.83444538116456 mae_mean: 3.292246445655823 mae_max: 5.355975901603698 me_mean: -1.194444717743434 me_max: -1.979848338752985 mrmse_mean: 3.292246445655823 mrmse_max: 5.355975901603698 mrmse_rmvar_mean: 3.326286668777466 mrmse_rmvar_max: 5.202999340057373 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.02816281007230282 log_var_max: 0.0012028542337020553
[Epoch 399 / Train] 
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[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
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[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
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[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
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[Epoch 399 / Train] 
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[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
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[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
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[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
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[Epoch 399 / Train] 
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[Epoch 399 / Train] 
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[Epoch 399 / Train] 
[Epoch 399 / Train] 
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[Epoch 399 / Train] 
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[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
[Epoch 399 / Train] 
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[Epoch 399 / Train] 
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[Epoch 399 / Train] 
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[Epoch 399 / Train] 
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[Epoch 399 / Train] loss: 2.420278875827789 loss_mean: 1.892572476029396 loss_max: 2.9479852850437163 mse_mean: 18.88203448009491 mse_max: 41.0653058013916 mae_mean: 1.892572476029396 mae_max: 2.9479852850437163 me_mean: -0.6406942908163182 me_max: -1.0805830228812991 mrmse_mean: 1.892572476029396 mrmse_max: 2.9479852850437163 mrmse_rmvar_mean: 2.0356243805885317 mrmse_rmvar_max: 2.910960327267647 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.03206513540633023 log_var_max: 0.0007988431423739257
[Epoch 399 / Val] 
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[Epoch 399 / Val] loss: 4.456903489589691 loss_mean: 3.4256558611392975 loss_max: 5.488151133060455 mse_mean: 46.62107707214356 mse_max: 104.42137968444824 mae_mean: 3.4256558611392975 mae_max: 5.488151133060455 me_mean: -0.8572215924928897 me_max: -1.5643607186721638 mrmse_mean: 3.4256558611392975 mrmse_max: 5.488151133060455 mrmse_rmvar_mean: 3.4517028622627257 mrmse_rmvar_max: 5.327494476795197 log_eta_sq_mean: 0.0 log_eta_sq_max: 0.0 log_var_mean: 0.029337865710258485 log_var_max: 0.002667026544505461