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 17.32 139.5 156570.42 inf -0.004268445952206153 -0.4044884854097696 20.170751571655273 554699.8 0.9746885711691508 0.0038109176003257375 -0.3649924666558171 20.553794860839844 True 0 100 29.51 85.51 43955.117 0.9763351207918822 0.0018437998170334716 -0.4066574119295879 16.91340446472168 62068.777 0.9729282317504654 0.009304950661459758 -0.3632958922603874 17.204973220825195 True 0 200 29.34 82.01 56242.816 0.9722061781529542 0.0015596638985116533 -0.26182118701540913 18.205551147460938 42733.746 0.9738546695270128 -0.004533176021987771 -0.2546296692892112 18.57356834411621 True 0 300 29.38 81.1 76904.49 0.9728629804772412 0.0034871788069493655 -0.36518249224033944 24.018970489501953 43241.28 0.9751584910275573 -0.003552280175283651 -0.34539104516070684 24.486976623535156 False 0 400 29.06 78.11 40811.273 0.9706686729781802 0.012138684725645256 -0.40714188688357555 15.065485000610352 43070.574 0.9692773458183499 0.018103509258010842 -0.3819645962274631 15.285724639892578 False 0 500 29.29 114.6 49264.95 0.970434332141056 0.004549987276225752 0.26056785820292316 23.492637634277344 41608.395 0.9712877467470895 -0.0026095687316901126 0.16527770503661987 23.963315963745117 True 1 600 38.15 157.8 39322.85 0.9724005399988969 -0.01575118929615574 0.3674666464145784 9.028806686401367 44391.65 0.9710689192192107 -0.007351321214558366 0.29537327021281384 9.239665985107422 False 1 700 29.1 79.62 44920.965 0.9782954239970225 -0.005553624871535465 0.3541845153948603 13.805880546569824 75495.336 0.974785870661485 0.0021087612971612706 0.28499845719713357 14.094657897949219 False 1 800 29.11 70.29 42718.043 0.9718872240283569 -0.000981064043738323 -0.39367509767576336 9.950501441955566 45320.008 0.9702061855512997 0.006441115420747054 -0.36929482249303897 10.052509307861328 False 1 900 29.34 69.35 95607.17 0.9747721256853761 -0.0024563384334267253 -0.389850435345489 9.595481872558594 49823.684 0.9768976171792779 -0.008630475666496521 -0.36179837682399907 9.594253540039062 False 1 1000 29.12 70.71 46853.816 0.9700980200469947 0.00671664203624794 -0.3717388886731422 6.148256301879883 41808.41 0.9704844454212312 -0.0005709820925601318 -0.3577844001916208 6.115155220031738 True 1 1100 29.49 70.55 48352.652 0.9699633949129615 0.007861672887121071 -0.3863139077155004 4.625253677368164 41489.523 0.9707486060941757 0.00042426690891773954 -0.36095806537077985 4.4290547370910645 True 2 1200 29.34 70.25 42156.9 0.9702901919247039 0.015470061065718204 -0.36253679576383563 7.079341888427734 42649.176 0.9698399461488957 0.009278614716088455 -0.33863675390366005 7.092690467834473 False 2 1300 29.07 70.31 45426.383 0.9699297258834174 0.008819493561269112 -0.3883673508898436 8.954400062561035 41601.332 0.9705070885263904 0.001501553342119259 -0.34763044254371434 8.970794677734375 False 2 1400 29.13 69.25 40253.242 0.9747031609452901 0.0006694627132430305 -0.39196292847320724 4.875941753387451 52868.81 0.9717022119248887 0.008074799695456414 -0.3510606168096615 4.605226516723633 False 2 1500 29.03 69.47 33931.605 0.9692335810183758 0.035867659271989455 -0.3842817167840964 4.90545654296875 41896.105 0.9687455975026232 0.03195005768322564 -0.34839252508774216 4.695186138153076 False 2 1600 29.12 68.65 40532.64 0.9786612553290364 -0.006206374349519637 -0.38118831922603624 11.91325569152832 98862.71 0.9750901100412855 0.0014869607820341656 -0.3445200082681118 12.05216121673584 False 2 1700 29.17 70.09 139495.39 0.9723240789443961 0.006300687715158289 -0.1744514787231147 5.0997538566589355 52298.273 0.9747686496039825 -0.0012529226291499234 -0.2013108608416178 5.0116119384765625 False 3 1800 28.94 69.52 36715.344 0.9709675918800146 -0.0005885944665343009 -0.3256501748047288 10.093406677246094 43762.652 0.9699099316011418 0.006490588686959627 -0.3065561028173583 10.228534698486328 False 3 1900 28.83 69.07 39034.96 0.9700263170524557 0.008919643613275857 -0.3457039378043579 4.470231056213379 42150.277 0.969985137487922 0.0014714740993813109 -0.31803132701579634 4.29817533493042 False 3 2000 28.95 68.61 61856.12 0.9714106721107139 0.007887133834163073 -0.3288144863233493 10.14979076385498 42293.387 0.9737057461691256 3.009069604111616e-05 -0.3578217004707288 10.288540840148926 False 3 2100 29.3 69.01 25780.92 0.972810733538706 -0.005727736997817592 0.10197102538385504 5.430597305297852 46890.215 0.9708057861425989 0.0020424661673219048 0.09771442543454414 5.366359710693359 False 3 2200 28.9 68.69 144489.78 0.9740514900529581 0.0001730036963715168 -0.372659200598542 8.087179183959961 56497.742 0.9763365367222739 -0.006668689696627735 -0.35118125291822455 8.1239595413208 False 3 2300 29.09 70.49 159693.31 0.9724580215738504 0.005871857045312316 0.12451780476233837 5.464626312255859 55142.043 0.9749189729006462 -0.0017317313434018929 0.09822842609421623 5.417709827423096 False 4 2400 28.55 68.59 55502.195 0.97220892841752 0.005253823859313768 -0.28090864545196065 12.886225700378418 43454.637 0.974526184972645 -0.0023773386960236954 -0.325611686543323 13.110369682312012 False 4 2500 28.82 69.12 28329.977 0.9714075377550908 0.0004520132980938631 -0.3473150122962904 8.774883270263672 44062.656 0.9700021012217662 0.006949973124794002 -0.3477816973415409 8.847871780395508 False 4 2600 28.93 70.79 27840.512 0.9697009078130893 0.013365391585988422 -0.3779206638125584 4.847378730773926 41834.703 0.9695853768045598 0.010070731861175831 -0.3436238969114018 4.646914482116699 False 4 2700 28.86 69.15 32669.094 0.9696365887625796 0.010203547813916535 -0.35240921812309917 5.8649821281433105 40214.086 0.9714055609890921 0.001960705623797445 -0.3182984283487698 5.800382614135742 True 4 2800 29.17 68.89 35372.19 0.9713382280494558 0.0052281163482378245 -0.34017252541227505 5.931512355804443 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0.9260236560690609 0.13285278468492626 0.4572839788147525 3.3034000396728516 14252.592 0.9365547253189392 0.10706533714529422 0.410343532237062 3.2650461196899414 True 34 20400 29.74 70.71 7045.815 0.9278192954044691 0.12279747218359127 0.44760566155750736 3.3551292419433594 14355.373 0.9387585053456285 0.09863707221496514 0.4064376693895171 3.371452808380127 False 34 20500 28.75 77.42 7375.586 0.925556901313099 0.12785037007911404 0.4509741334423759 3.3289268016815186 13748.468 0.9366605817720862 0.10240675972210661 0.4058345693023923 3.2834632396698 True 34 20600 29.44 73.23 7096.6665 0.9309237104127188 0.12348531831762767 0.4504025422310421 3.3961594104766846 14303.654 0.9406917243874301 0.09960127431206271 0.4091063310565529 3.4093525409698486 False 35 20700 28.68 68.53 7259.8823 0.9228832337350756 0.13266599801885598 0.45712665034020544 3.316149950027466 14699.94 0.9358816590168308 0.10327627643232189 0.4099396185115982 3.26078200340271 False 35 20800 28.67 68.38 7878.8003 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