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 15.2 19.7 1803564.9 0.9674135784482463 0.014212884758555323 0.17470743527536473 38.4444694519043 294064.94 0.9681431179368258 0.010941582308007809 0.1847754368187286 38.10816192626953 True 0 100 9.527 17.0 146950.17 0.972716846986866 0.001960004350509211 0.1953691544057471 42.70168685913086 160820.11 0.969837846792084 0.0054333539573338 0.16147902002225153 42.64844512939453 True 0 200 9.943 17.06 129196.56 0.9801218971319925 -0.0011980721309764117 0.46337188605074237 24.7322998046875 234429.12 0.9771259356208067 0.0012290232428362 0.4394705130259726 24.6731014251709 False 0 300 9.632 17.05 89830.55 0.9756622532681751 -0.00010904946389347765 0.3334219325113391 34.21418762207031 200988.22 0.972653246564943 0.0030373735958332793 0.2962242207649222 34.14555740356445 False 0 400 9.623 18.2 126621.96 0.9720802678230656 0.014296317002489043 -0.46627366419331606 7.579172134399414 292508.94 0.9690006395534205 0.01745821650259733 -0.4543597012395953 7.401365280151367 False 1 500 12.69 28.39 446690.3 0.9673705304121812 0.015226879698081739 -0.4711753215315571 11.12240219116211 146695.19 0.9681040220652861 0.011702530340947318 -0.4598600553819879 10.939982414245605 True 1 600 14.48 40.33 118987.32 0.9756079789100851 0.003959664975455627 -0.3920559073394392 16.71517562866211 245414.73 0.9727208945838962 0.006486776505385683 -0.4094055684084975 16.57184410095215 False 1 700 17.95 40.3 257157.23 0.9580170247961782 0.038676830503823784 -0.4569038451993849 10.672788619995117 101965.29 0.9592777664048047 0.03301017556382649 -0.44993673979037657 10.499159812927246 True 1 800 20.12 40.89 100398.7 0.9711406705934643 -0.005726808233780742 0.3951422717168259 21.1524600982666 141625.47 0.9689324363699687 -0.0024917526757683266 0.35148030199038055 21.10821533203125 False 1 900 21.46 46.15 133163.72 0.9652084794922227 0.016986093206200505 -0.18546458832694473 20.669986724853516 120367.02 0.9649423616471718 0.013504130929077315 -0.25031363831069964 20.601577758789062 False 2 1000 18.96 44.1 108269.984 0.9618573252900323 0.048825561163429954 -0.4332259643260964 7.795114994049072 125874.984 0.9605827373215614 0.04782716825892781 -0.4509898148778255 7.680225849151611 False 2 1100 20.16 42.53 468035.28 0.9659090813900183 0.019334724646454644 0.4583769912235479 13.237937927246094 154912.4 0.9669238776378986 0.015093906304989002 0.43177819649147464 13.258980751037598 False 2 1200 17.17 39.57 311419.8 0.9684049313972389 0.010319898347776966 0.4374053789535626 24.571046829223633 139765.89 0.9690888992875313 0.006813461245454891 0.40618248679788715 24.53931427001953 False 2 1300 17.18 37.98 273964.0 0.9765200575095986 0.0027840472519759774 0.42239443165558904 4.6562347412109375 675039.94 0.9731457628121599 0.006289645091898549 0.38721633571809144 4.719743251800537 False 2 1400 15.19 34.6 90913.71 0.9777292046713996 -0.006979312545642947 0.42822602256515946 16.41469955444336 195174.53 0.9749499083809883 -0.004429153365370449 0.39367947714130036 16.350099563598633 False 3 1500 15.56 34.64 187755.17 0.9807818906021933 -0.013888085902175235 0.4240062689011382 4.5234880447387695 139545.28 0.9802366607043932 -0.01528857853247682 0.3845707201567036 4.5917744636535645 False 3 1600 15.73 35.87 797099.06 0.9619879091055165 0.02978328263242049 -0.4661782045605504 15.975103378295898 173764.3 0.9636633620490253 0.023994870350643373 -0.4445061402638475 15.84273624420166 False 3 1700 15.3 35.15 83391.805 0.9748040385857456 -0.003722329379421563 0.18990007733645148 22.95974349975586 169982.81 0.9721347892293752 -0.0009742088584831829 0.1373383832622026 22.874282836914062 False 3 1800 16.85 36.28 98490.04 0.9669073042485606 0.008806364350331705 0.09681693368948323 15.63473892211914 123347.1 0.9669491628881631 0.0048044523048345516 0.042707561180779216 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0.936811360544587 0.09584133089540954 0.5011922717372946 5.316292762756348 54468.96 0.9427610288476875 0.0779008449462012 0.5132539506204974 5.179577827453613 False 33 16500 17.7 37.31 36507.16 0.933294689171617 0.11168518663272992 0.49423185754330135 4.669521331787109 64508.117 0.9392414946396626 0.09114071108619481 0.49533016915605077 4.537688732147217 False 34 16600 15.82 36.61 37748.46 0.9334985909241059 0.1047366057269202 0.425880617318128 4.874870777130127 46535.67 0.9400363771625874 0.08463221543775705 0.4017797835431248 4.716577529907227 False 34 16700 16.15 34.61 34513.727 0.9423448091019985 0.09965192369038724 0.45416308054731025 4.559986591339111 59221.953 0.9462738781095881 0.08179599654254088 0.4340792786445721 4.419984817504883 False 34 16800 17.36 36.05 39609.93 0.9290375807775422 0.10815338446751586 0.49623722115852764 4.361351013183594 47469.69 0.9379381881259421 0.08371664431903529 0.48900366875219997 4.20964241027832 False 34 16900 15.73 35.08 60786.703 0.9315907004570598 0.09146349567908853 0.48913575883363536 6.5708208084106445 59315.56 0.9403333944710603 0.06992571970930722 0.47481332729329206 6.359429359436035 False 34 17000 15.18 36.7 39284.566 0.9379634947985325 0.10513759269626348 0.5088595865363009 5.668089389801025 51323.49 0.9429687396239596 0.08698755277461084 0.5039988126690796 5.5888800621032715 False 35 17100 15.79 33.29 39465.17 0.9311386087058099 0.11270555893157368 0.5105762590594594 4.6360955238342285 59410.902 0.9389837055897273 0.09078407348654015 0.4994123861137823 4.527406692504883 False 35 17200 16.35 36.55 60168.707 0.926155633257142 0.10992667220427704 0.508945961197995 4.1089887619018555 82031.55 0.934039005694053 0.08888596602222892 0.49477446072111964 4.112024784088135 False 35 17300 14.57 31.26 69622.75 0.9399625216648663 0.09837331786128733 0.5223763215922362 4.60661506652832 56944.31 0.9438417736956983 0.08345122364253332 0.5166072775204322 4.472917556762695 False 35 17400 14.21 37.17 51285.45 0.9273880515466375 0.106968144694546 0.5181665725283932 4.551238059997559 49166.695 0.9364079481752724 0.08462386621200556 0.5014279799202167 4.381698131561279 False 35 17500 15.11 34.45 32753.19 0.9287483021979329 0.11293688593126888 0.5112833602122457 4.119632244110107 50085.758 0.9371539222308253 0.08980388830726418 0.5016118483217694 4.040416240692139 False 36 17600 17.31 37.24 40445.56 0.9368905378439026 0.09997579565482392 0.5021141163091161 4.060905933380127 60716.188 0.9422439586825994 0.08255661488072283 0.5040556081128421 3.899280309677124 False 36 17700 15.79 39.6 30628.422 0.9305635153266925 0.10996434110527739 0.5165955590661678 4.159101963043213 59264.254 0.9381377487072846 0.08959916544655272 0.5125274125782142 4.075360298156738 False 36 17800 14.23 35.45 38103.293 0.9399611683508206 0.0824124652122305 0.5020866688213489 4.142373085021973 60117.742 0.9461977241586664 0.06463094160611521 0.490734948972173 4.1288838386535645 False 36 17900 15.88 34.87 34465.71 0.9335894938824875 0.11274062927562335 0.5215959920659847 4.882218360900879 58868.543 0.9397455001243563 0.09287978699168732 0.5171383771803616 4.7555317878723145 False 36 18000 17.11 35.69 80476.586 0.9406333003900624 0.08440797264304323 0.056369531285801806 7.673604488372803 117270.164 0.9442936537973994 0.06766989783668706 0.038908764593809056 7.406123638153076 False 37 18100 16.6 32.9 55128.438 0.9465132267611466 0.09031456940899267 0.4480002628291786 6.3699822425842285 73139.59 0.9476811884044641 0.08092477317158493 0.4061443137319503 6.155671119689941 False