Epoch Iteration Training Time Validation Time Train MNLL Train JSD Train Profile Pearson Train Count Pearson Train Count log1pMSE Val MNLL Val JSD Val Profile Pearson Val Count Pearson Val Count log1pMSE Saved? 0 0 5.632 18.45 1768518.4 0.969373805669772 0.01200963375572867 0.3997134005313582 80.49961853027344 232715.55 0.9701415730187075 0.008814376762299186 0.3885571586652586 80.73188781738281 True 0 100 9.889 17.04 149311.92 0.9650415993715082 0.03770686005161544 0.4080455968294685 30.591087341308594 136500.02 0.9649114969189556 0.03660585535586481 0.39283950633898135 30.849472045898438 True 0 200 10.02 16.94 51699.992 0.9741001458257674 0.010897793600650851 -0.43623629327617197 26.496482849121094 265706.9 0.9731867417223486 0.012422335312672277 -0.4341242371614342 26.73076629638672 False 0 300 9.768 17.07 91211.42 0.9885780661212227 -0.007623847296857527 0.4099116245530364 16.749156951904297 506582.6 0.9875845458200465 -0.006155147837389574 0.39157563618651803 17.12428855895996 False 0 400 9.585 17.2 107732.266 0.9674540660435115 0.015030053548591122 -0.3111016407937368 12.70404052734375 135853.14 0.9680950986940059 0.012744425967170682 -0.3516727492112075 12.959452629089355 True 0 500 9.994 20.94 99478.49 0.9808132219871842 -0.008694440295489252 0.39763422970021833 21.63050651550293 506275.78 0.9797366026933516 -0.006510471758051093 0.3734441328330828 21.991716384887695 False 1 600 15.5 25.16 108543.51 0.9637263012676671 0.029588587081528513 -0.4103808140362946 5.411485195159912 146090.42 0.9642856593475597 0.02661333576624085 -0.40865070130289166 5.775484561920166 False 1 700 12.04 25.54 64077.605 0.9785085707360697 -0.005000939828199482 0.36733507085246875 22.158554077148438 339493.34 0.9775098656092964 -0.0028534586982397452 0.33101210548474747 22.460744857788086 False 1 800 12.2 26.93 46752.16 0.9761801353361523 0.0030826746210562057 -0.016338010870789652 12.232148170471191 281972.72 0.9753929931414271 0.0043971644742685796 -0.07453766798299868 12.519749641418457 False 1 900 12.38 27.51 40405.79 0.9729730279402863 0.010908696769244225 -0.17751166416364053 5.505451679229736 201420.02 0.9725341792075233 0.011115372458027574 -0.21869811980942977 5.813837051391602 False 1 1000 11.8 29.22 70406.43 0.9770700306311184 0.0019865059850557296 0.3617560910705792 10.220226287841797 478632.75 0.9761698605584866 0.004119032574202501 0.322548969124411 10.563669204711914 False 2 1100 14.23 36.0 92046.42 0.9665933001322261 0.02141190334610539 -0.14183533293200654 4.758056640625 146434.2 0.967519109036437 0.018196369163129174 -0.19523723516908065 5.108522891998291 False 2 1200 13.42 34.04 286785.12 0.976496084275093 -0.008235291322129306 0.3850775770482691 10.147760391235352 162103.66 0.9764722604112948 -0.009753539427564316 0.34862453492777773 10.520594596862793 False 2 1300 17.84 30.43 39650.14 0.9754403442981107 0.004347031025872631 0.17512981810053493 4.248292922973633 211670.33 0.9747234731911466 0.0059872776386970675 0.11594485876508313 4.580221652984619 False 2 1400 13.7 32.98 43656.04 0.9793781967434945 -0.0018024644845780215 0.34951590438412034 6.488858699798584 214061.56 0.9785194317734791 0.0005257076335705754 0.30446452362450477 6.871616840362549 False 2 1500 14.7 32.5 35897.758 0.9700309330500306 0.01817973765704389 -0.39727398676917547 6.019794940948486 251204.05 0.9700775167063487 0.016844984829728238 -0.4012221018865076 6.423144340515137 False 3 1600 13.26 28.55 335763.8 0.9818682349840803 -0.013312304615224547 0.38903999626311236 3.846757650375366 171649.23 0.9816228360086728 -0.015325213437509904 0.3580154973249152 4.2311201095581055 False 3 1700 12.95 27.05 43752.906 0.9703860507522026 0.003927347379453032 0.030742754696997155 9.361745834350586 149723.52 0.9710597074735798 0.0002355750205164431 -0.03951044261672066 9.680099487304688 False 3 1800 12.83 28.1 79362.09 0.9793247813378703 -0.002453857841075243 0.3863398837583813 8.18191909790039 395290.53 0.9785023850593628 -0.0004135449086114797 0.3492954277697424 8.601815223693848 False 3 1900 11.82 27.25 39029.367 0.9660803435386335 0.02352128713054831 -0.31169575670813976 6.027237415313721 165370.45 0.9668174923117502 0.018132169258580196 -0.34225072769463477 6.389369010925293 False 3 2000 11.07 27.92 45313.08 0.9741607736832507 -0.000510895960130244 0.29970778117099334 4.030888557434082 159232.55 0.9745468375008208 -0.004752225548806191 0.23667965962196671 4.39655876159668 False 4 2100 11.3 28.06 63436.273 0.9725059295788145 0.0040732997331663955 0.08404776929652905 6.354421615600586 148085.2 0.9732206210682472 0.0012192646315884147 0.004027942205237491 6.698558807373047 False 4 2200 11.59 27.84 39649.574 0.9764784721894179 -0.001788076360417808 0.34698573083614276 11.987312316894531 224499.75 0.975780555339458 -0.0001762006835334469 0.29719846340627626 12.31605052947998 False 4 2300 12.46 26.74 170440.94 0.9755382738275616 -0.004910207912666917 0.3273739431924582 9.49381160736084 157429.3 0.9755627612134181 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