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 17.37 48.92 14082.402 0.9719566837096911 0.004629930492677411 0.05326494540256164 138.8349609375 17127.195 0.9721757402536905 0.0042717366267049795 0.09433030644485153 135.38372802734375 True 0 100 29.39 28.16 1706.6002 0.9680450549634042 0.00959846401354256 0.038298822433732914 8.644205093383789 2295.483 0.9685540192656825 0.007322451473203328 0.085406297189389 8.854399681091309 True 0 200 29.3 27.52 1323.1888 0.9636745952303908 0.02422708046063538 0.04001623180901628 5.956615924835205 1957.2203 0.9643379228211361 0.022301142628528045 0.08847223136470679 5.65745735168457 True 1 300 41.42 27.48 1490.8932 0.9658407705404304 0.02210771355214221 -0.006198332640310487 6.564000606536865 2200.955 0.9666049171419631 0.017738915868146077 0.03996984208302777 6.54890775680542 False 1 400 28.95 27.98 1253.9236 0.9642698681140598 0.023063275231813132 0.04183179310914632 6.01876163482666 2104.0317 0.9649724999670775 0.020120841288920707 0.06910520659889122 5.863426685333252 False 2 500 28.69 27.45 1258.5281 0.9614217999917236 0.030442093755358307 -0.013412713513834076 6.127720832824707 1985.3844 0.9614929931984144 0.02776051037345425 0.018076917096272054 5.773879528045654 False 2 600 29.1 27.38 1126.9937 0.9557433426787102 0.046675540745361156 0.04728577284103268 5.901866436004639 1833.9193 0.9574974391271598 0.04062493087017738 0.0758491654696617 5.674477577209473 True 3 700 29.59 28.2 1231.6732 0.9609395236033293 0.03426959351978244 -0.05496196100189559 6.0378098487854 1992.3755 0.9621377641851923 0.029382916428222845 -0.04569239053477542 5.869096279144287 False 3 800 28.92 27.29 1096.4552 0.9581672106384359 0.03814456246340943 -0.004393950391656468 5.953242778778076 1983.2712 0.9600611969799554 0.0341920180804981 0.017853958642579167 5.682574272155762 False 3 900 28.77 27.62 1239.7372 0.960432037295941 0.036324423631080745 -0.0727081889327674 6.096317291259766 2133.851 0.9624391009836967 0.031795913148788706 -0.0394940761816589 5.959526538848877 False 4 1000 28.94 28.65 917.6142 0.9525525628706188 0.051363377549735564 -0.0027865533149265855 5.9267377853393555 1762.2983 0.9556461049407521 0.04347110381238202 0.01101092784966716 5.70341682434082 True 4 1100 29.51 27.52 845.75806 0.9522105981059147 0.05316294424881269 0.03456735780508027 5.946174621582031 1745.1676 0.9562495907683929 0.04472240539749271 0.05925899276161132 5.757514476776123 True 5 1200 29.3 27.7 824.165 0.949316132712269 0.06120613354650176 0.04741548209436819 5.907707691192627 1838.198 0.9539849072147968 0.04918768464584099 0.06045235083291243 5.682122230529785 False 5 1300 29.07 28.5 895.23413 0.952561858019757 0.050956166480236334 0.04391892208403794 6.18442440032959 1803.8671 0.95675432620004 0.04181753053946378 0.0617433872485416 6.088092803955078 False 6 1400 28.77 27.31 798.7532 0.9467018229646031 0.06995895877347921 0.04551425728080076 5.928225994110107 1810.8325 0.9529087350309817 0.055057832775352755 0.08060865972579759 5.729097366333008 False 6 1500 29.02 27.94 784.0815 0.943449845120113 0.07660682146028798 0.06729411921398873 5.889475345611572 1852.3949 0.9507479207402257 0.057584855758617506 0.0892085278666085 5.660726547241211 False 7 1600 29.0 30.46 815.3743 0.9507519358566804 0.05931087290187862 0.03467296199405825 6.123593330383301 1774.8901 0.9552422526174218 0.04764220605408656 0.05029063473195261 6.0075602531433105 False 7 1700 29.21 27.94 808.38336 0.9494971981209074 0.05912504596157915 0.034647297640639244 6.044187545776367 1863.5715 0.9563786409024746 0.04295979394847096 0.0739919344599398 5.890116214752197 False 7 1800 29.13 28.19 864.9195 0.9492493523536075 0.059200832392314655 0.008242518390618923 5.936756134033203 1807.3988 0.9559022253313421 0.04317561796545079 0.0452311796743007 5.737451553344727 False 8 1900 29.16 28.14 746.55884 0.9456921150129078 0.07827687440402413 0.09005181862398579 6.828220367431641 1754.8477 0.9521841085846301 0.059473677358575526 0.12096861665472336 6.8302998542785645 False 8 2000 29.03 27.71 708.253 0.9423501640151669 0.07897266254244995 0.059731834292828204 6.065273284912109 1789.8118 0.9520846300813962 0.054466026726538 0.10817749776319081 5.729027271270752 False 9 2100 29.07 27.7 696.00745 0.9387054352650234 0.08961965936668566 0.048142057390299614 5.947843074798584 2166.449 0.95195568848634 0.05684089586967142 0.07481873030053865 5.660600662231445 False 9 2200 28.74 27.87 757.49695 0.9456477772424225 0.06589860759400118 0.14391138853592755 5.891170501708984 2066.381 0.9557257822582387 0.045304985744198716 0.15844726056479352 5.700252056121826 False 10 2300 28.9 27.71 715.92365 0.9363160165504791 0.09795236973921978 0.08910075068631615 5.899812698364258 1821.2921 0.9494833235375204 0.06521597345525568 0.10533129280800571 5.702012062072754 False 10 2400 29.08 28.1 688.24896 0.9377757178018171 0.09457080969755667 0.08916900498121044 5.878546237945557 2092.219 0.9511659198658595 0.0599993335510388 0.11439153770446286 5.640482425689697 False 11 2500 28.93 27.69 707.09357 0.9391866226573753 0.08691627789889692 0.12361453462017692 5.860034465789795 2006.5825 0.9534279783984952 0.05156776174996125 0.15012996211541407 5.635579586029053 False 11 2600 29.03 28.14 645.7607 0.9310152175639778 0.11213255298380186 0.10735414513254213 5.922056198120117 1816.0674 0.9489399380312487 0.06794878247216281 0.12853647590235168 5.737339973449707 False 11 2700 29.21 28.4 714.1093 0.9432769092680324 0.08045741182543258 0.09419577463665522 5.899219036102295 2415.5852 0.9564099465341077 0.045504018647924825 0.12534166897555457 5.688629150390625 False 12 2800 28.8 27.31 582.7884 0.926955515897058 0.11535564879508597 0.09847564421426913 5.874580383300781 1902.5513 0.9497549664739284 0.0622469466684112 0.1196389919130287 5.619589328765869 False 12 2900 29.0 27.56 594.1794 0.930818830102651 0.1148485111440204 0.09111274769674797 5.912463188171387 1915.8932 0.9502727673356703 0.06365999698502667 0.11153517465628324 5.6286492347717285 False 13 3000 28.53 27.93 610.4615 0.925145962376428 0.1145715348405401 0.10922364828037726 5.903247356414795 2107.713 0.9507096671371648 0.05880005577419905 0.11758558366859548 5.629588603973389 False 13 3100 28.96 28.12 639.6827 0.9305667702786437 0.10496061453281559 0.13156581046582208 5.936681270599365 2115.013 0.9519508975980404 0.05508745856961241 0.14095138758518205 5.766223430633545 False 14 3200 28.71 28.15 566.04083 0.9211090067163238 0.1322174244332921 0.12015923811992466 5.856485366821289 2133.427 0.9491696403296411 0.06544489764834055 0.1331375405045768 5.602227210998535 False