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 17.19 771.3 535742.44 inf 0.0034289423726039606 0.44912300814473927 18.339317321777344 1812760.5 0.972118430462228 0.006148673205934244 0.43036708660769707 18.235862731933594 True 0 100 30.09 112.1 150372.69 0.9644850372862097 0.022116010841445793 -0.421445505366293 27.203052520751953 125805.41 0.9640595094383927 0.018636405579940733 -0.40841630895559244 27.107784271240234 True 0 200 30.83 762.0 93677.35 0.9656306629487429 0.0158315338472032 -0.4495034826823628 27.33722686767578 126891.21 0.9649764022159792 0.012682434660780121 -0.4312100382747669 27.240230560302734 False 0 300 29.38 800.1 147470.9 0.9663488476704896 0.010525844975391182 -0.44508173384279 28.882274627685547 126106.04 0.9661145967586406 0.007158742052969143 -0.42769497325309247 28.782596588134766 False 0 400 30.32 806.3 155709.11 0.9667804872952566 0.012894431652790946 -0.44300930739182304 19.107528686523438 124649.55 0.9672156067238801 0.009163038723186794 -0.4272673955047967 18.9621524810791 True 1 500 37.08 676.4 266711.56 0.9696412224120934 0.005858300787546596 -0.440234516909614 16.9016170501709 138832.95 0.9702117702062979 0.002776826416158472 -0.42816529670725495 16.759172439575195 False 1 600 29.81 416.1 347487.56 0.9702328990678405 0.003811447387716605 -0.40737341546110734 20.21173858642578 147397.3 0.9707982888835779 0.0006858289236171555 -0.4000319301307426 20.090187072753906 False 1 700 30.07 837.5 132979.58 0.9645405143994795 0.024425865824888093 -0.4553269617234741 15.112306594848633 126732.234 0.9637821652671221 0.020669878548992018 -0.44191375314871817 14.946443557739258 False 1 800 29.6 735.7 135107.27 0.9671997852119566 0.018516839664600812 -0.4377105441999377 25.520036697387695 132739.42 0.9656965399396904 0.02056543899119897 -0.43566658084405635 25.414400100708008 False 1 900 29.87 746.6 157460.89 0.9673023599254449 0.007821957849872632 -0.3957511177931168 20.54049301147461 127328.43 0.9673565444507076 0.004379268238880983 -0.405999161566713 20.422786712646484 False 2 1000 30.19 802.5 112131.31 0.9678963169867846 -0.003858335249680826 -0.303478667846443 22.06467628479004 135013.11 0.9662837355159078 -0.0007921480048962136 -0.3393544956583701 21.955970764160156 False 2 1100 30.35 823.5 131985.4 0.9801534695044775 -0.012284043572089232 -0.09016145664091957 6.456562042236328 279096.0 0.9773492850142275 -0.00958853002161984 -0.15078506403569386 6.328343391418457 False 2 1200 30.68 829.8 105729.27 0.9676298078330285 0.003452536600302255 0.05297170791102443 24.29570770263672 128557.02 0.9673852099414345 0.0002146990148679807 -0.014750657527662112 24.207326889038086 False 2 1300 29.98 811.3 88235.27 0.9680404557357756 -0.009524170707788044 -0.19329625294132952 13.21533203125 133358.78 0.9666325480557474 -0.006365023291714985 -0.2513653247941466 13.092917442321777 False 2 1400 30.0 815.4 157964.53 0.9696733537112957 0.004094500471325464 -0.04793056832350495 14.02444076538086 132434.92 0.9701120093433732 0.0007898141439739438 -0.11014192022188145 13.910604476928711 False 3 1500 29.9 894.4 90397.65 0.9764018895629116 -0.008201680646120842 0.01918311207290883 12.178825378417969 180880.67 0.9737024204154813 -0.0054000067752106645 -0.04457580841647636 12.064054489135742 False 3 1600 31.42 565.7 107578.35 0.9686919368372647 -0.005998474999519774 0.344940401384064 10.139930725097656 131119.73 0.9676231666465934 -0.008184121057081778 0.2969098540803497 10.074280738830566 False 3 1700 30.7 377.9 101958.99 0.9667280818799348 0.010493030334892555 -0.4512348106176564 10.041529655456543 138715.44 0.9653437017817411 0.010963704679522988 -0.44599230316400845 9.908293724060059 False 3 1800 29.42 840.9 171643.34 0.9628251934450466 0.027346621427657373 -0.45855826185832504 11.995627403259277 120949.664 0.9626236581428206 0.022552811258757948 -0.45548646703332135 11.855538368225098 True 3 1900 30.32 58.77 123804.79 0.9741616485816543 0.002274268139941066 -0.3426230057793136 7.383338928222656 187181.08 0.971341615470198 0.005393040276062989 -0.3707099148602879 7.2837700843811035 False 4 2000 29.23 652.8 129252.51 0.9668548220228783 0.0075077846355635055 -0.32104520101935574 17.601030349731445 127209.68 0.9664288886788026 0.0038353289126722276 -0.3524968295373111 17.500741958618164 False 4 2100 28.94 766.0 100163.04 0.9689062621631576 -0.0003533306784675214 -0.165889876320054 16.788692474365234 138504.55 0.9669718942071426 0.002596313812921623 -0.20676369198197936 16.682819366455078 False 4 2200 30.27 750.6 92794.7 0.9716997373042155 -0.004171316792049406 0.09666755997114877 13.475540161132812 144795.83 0.9694671740776831 -0.0012279735918812418 0.04323140284862321 13.403624534606934 False 4 2300 30.37 658.1 171719.9 0.9731184960190037 -0.005493415430150685 0.1762285521607279 9.540862083435059 133387.0 0.9729226499474198 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0.01608267305456178 0.0917360133680895 5.184154033660889 False 5 2900 32.12 848.3 111564.4 0.9684748707885128 0.0032577338901525724 0.1296053613548612 11.53994369506836 128646.375 0.9683172474845227 -0.0004266664484472481 0.0720126405023764 11.446598052978516 False 6 3000 29.37 893.6 101235.016 0.9737000655065088 -0.0031049645407413757 0.08757697239758856 8.260894775390625 157633.9 0.97131403031638 -0.0007656372628240378 0.030491493492962606 8.17300033569336 False 6 3100 33.16 895.1 91823.664 0.9656299626692846 0.02768898179218866 -0.22152749247667852 8.605236053466797 128061.23 0.9646178258817314 0.025709952156784188 -0.2593141816680885 8.486963272094727 False 6 3200 31.46 824.7 76846.28 0.9726507654024337 -0.000718330112884285 0.21241616398915325 8.226619720458984 153789.27 0.9702972984743592 0.0016311024950665235 0.15324521986313028 8.150525093078613 False 6 3300 32.38 1.016e+03 100566.87 0.9689245544619839 0.005968518364532305 0.21697198427590475 5.514171600341797 126184.28 0.9691436743210597 0.0021802859441002924 0.15883386002691757 5.458500385284424 False 6 3400 31.88 816.4 75901.16 0.9691114448260202 0.00803049904113159 -0.10908575491868683 6.61775541305542 140997.25 0.9670713527520629 0.010433823294655083 -0.15044152933281152 6.522276401519775 False 7 3500 32.97 860.2 115048.26 0.9609001596732343 0.03552195465602673 -0.4501914435042691 7.734890937805176 111790.87 0.9609985498376445 0.029987604321775673 -0.4510256716027469 7.6190714836120605 True 7 3600 32.94 535.6 62436.535 0.9655840973763758 0.02681766057275493 -0.020654726209504707 8.31602954864502 123498.266 0.9646667846090454 0.025558784051372036 -0.06788488036163275 8.275131225585938 False 7 3700 29.31 80.53 69104.766 0.9686860015211102 0.006963190326927189 0.1398071322441939 8.33973217010498 136591.94 0.9668710880263638 0.009232189941697428 0.07630446594114561 8.279170989990234 False 7 3800 30.0 902.2 55959.35 0.9662773313525599 0.018476521271332338 -0.18512776841966544 8.37653923034668 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125075.96 0.9593283893271733 0.0339255806463051 -0.46890399048066395 18.12551498413086 False 9 4400 32.55 983.7 84300.39 0.9635698733671146 0.024887772612655314 -0.044975963151771 5.877713203430176 116233.08 0.9638740545285134 0.01993683856273592 -0.09425305449736204 5.891465187072754 False 9 4500 32.72 936.4 56433.84 0.9645892570771084 0.030595749330201528 0.197439596114959 9.35970401763916 123114.375 0.96357917632666 0.028777756493639083 0.12943334750455954 9.279776573181152 False 9 4600 32.37 1.032e+03 56075.125 0.9556920361377441 0.05442831038178912 -0.4765008183910542 10.998977661132812 104351.68 0.955585892528531 0.05210045890606798 -0.47554933166532887 10.978989601135254 True 9 4700 32.82 977.5 66618.74 0.9581506816298432 0.03837700105938226 -0.43658449034902436 9.33601188659668 100150.195 0.9595440502585458 0.0322383429986412 -0.44759476483610033 9.361324310302734 True 9 4800 32.14 917.8 67828.96 0.9670834531915476 0.015396859364185375 0.33935573340244674 9.055686950683594 128553.945 0.9655456043360975 0.018034349894730302 0.28281329398488914 8.957727432250977 False 10 4900 29.88 472.4 57433.957 0.9673091975041928 0.014124794174488347 0.2762488625470631 5.905673980712891 129961.72 0.9654200353239999 0.016888450482817535 0.21779282082710108 5.799948215484619 False 10 5000 32.79 577.7 65718.7 0.9679536328742945 0.012242030404334383 0.3123696938676882 7.6676554679870605 131242.47 0.9659811702439642 0.01488163765645388 0.2555057251822387 7.591999530792236 False 10 5100 29.15 957.5 72600.65 0.9681224425073205 0.011798256037723505 0.1822885135683546 7.976909160614014 133872.66 0.9659569711983315 0.014570928420192794 0.12312222077793772 7.880746841430664 False 10 5200 32.38 939.8 62117.16 0.9566264651766823 0.05391571807760365 -0.4779558292538423 12.889232635498047 101949.51 0.9569310653661673 0.04814400837669514 -0.4776567164367515 12.853498458862305 False 10 5300 29.57 56.81 66363.87 0.9606697966013932 0.04618483713041242 -0.4488855071564608 7.726282119750977 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