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 5.662 18.31 744633.3 0.9791289355193089 0.014038219824727366 0.43370838414838225 387.96185302734375 102835.1 0.978641935270539 0.012846479474937684 0.428456808333827 389.77783203125 True 0 100 10.34 16.84 19441.262 0.9827095614820625 -0.0015624797488379676 0.4835937786128632 20.159433364868164 61848.94 0.9820996501124528 -0.001862949952680382 0.4757151923426273 20.15738296508789 True 0 200 10.09 16.63 18323.799 0.9793060444811836 0.012067632251857703 0.41751102721719 23.74991798400879 55553.07 0.9786813078473615 0.011233384182361781 0.3878438471535274 23.7104434967041 True 0 300 10.09 16.47 39008.875 0.9793496309444403 0.012784843846271142 -0.10417780533204023 15.404154777526855 53975.863 0.9786719777427774 0.01187959104594897 -0.1408656308196383 15.46923542022705 True 0 400 10.05 16.59 300319.56 0.9771814953593931 0.019988647128284995 0.4743436060796666 5.821731090545654 73883.22 0.9768234566664273 0.01812894635481278 0.4620376175998199 6.034521579742432 False 0 500 13.11 16.52 65000.062 0.9864781897513935 -0.009263280555459098 0.47838510288943087 11.018743515014648 63123.91 0.9853816179604585 -0.008823021077365649 0.46727776267787413 11.128704071044922 False 1 600 9.708 16.59 32628.125 0.9823693572153597 -0.004788995396593423 -0.3607369077968894 17.2701473236084 62276.3 0.9813887714729232 -0.0038456751945971264 -0.3732928603504232 17.319034576416016 False 1 700 9.729 16.31 40561.4 0.9799400066867435 0.006874997141151522 -0.2266707326638084 15.666875839233398 57854.3 0.979175798534462 0.006414376352452672 -0.2574127249990916 15.73501968383789 False 1 800 9.725 16.4 30452.297 0.9874064583173192 -0.008135854346389085 0.4881103687147963 13.974141120910645 118699.375 0.9868148101442346 -0.0070611093635395165 0.4795392903223386 14.054611206054688 False 1 900 9.65 16.26 30966.99 0.978154333376686 0.01697790227768554 -0.2666018934072514 6.3172760009765625 57202.836 0.9775067434510575 0.015608951150656273 -0.28641205413557036 6.5961761474609375 False 1 1000 9.536 16.31 30775.566 0.9868832194871865 -0.006276274029533631 0.4824716881524325 11.547784805297852 105107.914 0.9863398353959721 -0.005562315387046186 0.4687866429937438 11.669891357421875 False 2 1100 9.701 16.44 31920.264 0.984411443293217 -0.00588488498505604 0.061848143725268825 16.14507484436035 75364.4 0.9838166049049168 -0.0052603720326594786 -0.006278198732389927 16.21064567565918 False 2 1200 9.785 16.29 231908.27 0.9777345755322128 0.01747545886845951 0.48653409320157254 6.531893253326416 70559.02 0.9774014098697362 0.015607401004388285 0.4783786046897718 6.73546028137207 False 2 1300 9.706 16.35 49457.504 0.9864842811554118 -0.002245227975753562 0.4848756034087213 4.241647720336914 272449.53 0.9857438545607783 -0.0005722567340415263 0.4749022415150192 4.510321140289307 False 2 1400 9.761 16.48 42478.02 0.9793131494276878 0.009653614942041408 0.4247071085474643 17.029619216918945 58262.574 0.978686220929174 0.008652324596145927 0.39284662554482125 17.069107055664062 False 2 1500 9.792 16.44 64882.37 0.9799144159036398 0.0099221245925845 0.47101117318891034 14.9361572265625 57117.97 0.9793257347080204 0.00891345146245323 0.45282419122227796 15.000993728637695 False 3 1600 9.916 16.36 35251.93 0.9793491615878778 0.019523378156846703 -0.3819153116778187 5.771120071411133 59943.62 0.9785894570566338 0.019071326844306107 -0.3909487622670121 6.078744411468506 False 3 1700 9.783 16.55 26471.424 0.9843592824878162 -0.010544940387028601 0.508913627982523 5.233765125274658 70225.87 0.983687839470338 -0.009805372751473583 0.4992114126866374 5.505094528198242 False 3 1800 9.851 16.57 27682.068 0.9805706041576835 0.004182196339088007 0.4765381539277489 5.674532413482666 60673.02 0.9798907749503394 0.0048504505996922916 0.45174907637594885 5.934021472930908 False 3 1900 9.854 16.34 62593.86 0.9802452741512506 0.008939903918157988 0.47114832325422756 6.616711139678955 57887.69 0.9796435517082044 0.008009140769257543 0.4470619032470537 6.841114521026611 False 3 2000 9.695 16.31 26399.03 0.9868569078592978 -0.008602873021007764 0.45880894091969193 6.171248435974121 91419.18 0.9863561634521192 -0.008112068393108206 0.4315660751059266 6.411190986633301 False 4 2100 9.801 16.33 38139.457 0.9797433339534058 0.008787661147158383 0.021777173653163742 6.074609279632568 56345.09 0.979097548338218 0.007722475539547577 0.01642051251702639 6.318821907043457 False 4 2200 9.797 16.25 87535.35 0.9811305399941326 0.005501199675054329 -0.4252562569422876 7.170582294464111 62475.312 0.9804148140723141 0.004941842759842148 -0.4247332170561818 7.404816150665283 False 4 2300 9.799 16.35 31794.186 0.9793129805231131 0.012554311885567469 -0.43381418224842383 5.593489170074463 58329.953 0.9785666517097524 0.011436514204298276 -0.4283143047764772 5.898019313812256 False 4 2400 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