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 2.255 38.91 66282.32 0.9419252773522638 0.026022810793478256 -0.09936061948666255 111.16094207763672 58953.68 0.9440980299276629 0.026298708690617855 -0.08476519102944016 114.70121002197266 True 0 100 10.23 36.46 22679.166 0.922035378776226 0.07942023437150382 0.0033733291318492654 7.370025634765625 18672.432 0.9241515719157903 0.07765317350790277 -0.009435199622863077 7.131481170654297 True 0 200 9.854 47.79 15514.452 0.8845736089520375 0.19071816974233122 -0.02040973574525504 13.013349533081055 13467.974 0.8884357161623097 0.18565768947567848 -0.026217811376511295 12.437649726867676 True 0 300 12.9 71.88 21801.309 0.9027112535742338 0.11868667426637446 -0.024949520055928282 10.175469398498535 18087.328 0.9052433745382555 0.11697556507343712 -0.028824712396569332 9.755670547485352 False 0 400 14.93 96.14 14212.135 0.8563478670965854 0.2065628739444387 -0.00716448831119633 3.8655333518981934 12233.519 0.8611596307036461 0.200861212280536 -0.017714605842333135 3.9157626628875732 True 0 500 10.13 59.0 12784.561 0.842399008522639 0.24716251268490955 -0.0098775299451676 2.314383029937744 11274.297 0.8476534649293511 0.2405154428985785 -0.018479029202197447 2.6475343704223633 True 0 600 14.59 75.61 12114.645 0.8314929675318893 0.26163831678317856 -0.012758208755101714 2.207735776901245 10963.906 0.8371253741720368 0.2546687707407745 -0.020865768816218322 2.596336841583252 True 0 700 15.01 73.98 12014.799 0.8312771329182844 0.25851960942989793 -0.028738793637949945 2.3175861835479736 10934.617 0.837600169200614 0.24936970035939074 -0.01979082936049872 2.6225929260253906 True 0 800 13.06 73.77 11426.414 0.8228831126744959 0.28068521755656356 -0.04208083691466065 2.103006362915039 10458.953 0.8293848921868839 0.2711321434024372 -0.020376054562988688 2.521498441696167 True 0 900 13.41 74.87 11074.556 0.8183646472298474 0.2874416776444546 -0.02609043429224636 2.2344272136688232 10175.451 0.8249933618901969 0.27697589771531167 -0.014182566497971234 2.662738800048828 True 0 1000 14.95 73.07 11130.218 0.8202149142475772 0.29410613897423016 -0.0510328342265406 2.231903076171875 10367.728 0.8274436626012084 0.27953940046799247 -0.021517354616575304 2.5622177124023438 False 1 1100 15.43 76.75 10611.426 0.8106918037385346 0.31568767329084585 -0.0535495362705265 2.2721028327941895 9969.161 0.8185152132269631 0.3012651844607432 -0.01647055922888886 2.577785015106201 True 1 1200 13.23 80.06 11883.576 0.830973035427873 0.2564219311239202 -0.030957067840568255 2.4542319774627686 11268.888 0.8384533562279802 0.24139948411203901 0.023130720634956595 2.9882609844207764 False 1 1300 16.05 74.26 9880.089 0.7993393066679589 0.32365688752192195 0.013598010088356583 2.028069019317627 9367.225 0.807520619945542 0.3100691259163703 0.04611023089924025 2.4400200843811035 True 1 1400 15.06 73.09 10133.728 0.8069459008921991 0.3005337948334088 -0.024190092014515725 2.1474711894989014 9777.868 0.8157307169304737 0.28691804528508813 0.027352298419842793 2.474947929382324 False 1 1500 15.44 69.73 10084.359 0.8060253928708582 0.29997127176040894 0.006507821160319732 2.0594770908355713 9741.871 0.8140361157006422 0.2886902158782244 0.047598107824694515 2.501720905303955 False 1 1600 16.21 74.5 9381.173 0.7913346903805746 0.3340444490615489 0.06933663907587886 1.9931079149246216 9215.739 0.8005036804699585 0.31906564412752114 0.09797885040515875 2.437305212020874 True 1 1700 14.93 75.15 9176.62 0.7909245351891424 0.3482401546466642 0.057433582265501944 2.0620906352996826 9076.74 0.8004079485656218 0.32977213357303803 0.0986302231072478 2.4022481441497803 True 1 1800 13.34 72.51 9010.228 0.7889008986423993 0.34233847088079683 0.1300769278724321 1.9415558576583862 9029.009 0.798768132496761 0.3233449862372771 0.15147846507232476 2.3464443683624268 True 1 1900 14.45 75.64 8752.233 0.7795355003807858 0.35278685466694615 0.1408552146589746 1.928484320640564 8932.59 0.7904758391984884 0.3336162391991298 0.15883729518389372 2.3555490970611572 True 1 2000 15.46 71.74 8824.314 0.7847401691066396 0.33918715342004796 0.14426711732428724 1.984714388847351 8998.936 0.7956928533585719 0.3184963150990231 0.15698762489688645 2.4709455966949463 False 2 2100 14.4 107.0 8625.879 0.7798958389715753 0.37199949393460163 0.19388275714950196 1.9185103178024292 8694.773 0.7912978917055495 0.34809945732641673 0.19077883609930663 2.3123011589050293 True 2 2200 9.065 70.3 9329.88 0.7898576939004583 0.32910183025267076 0.16351338363514575 1.9998655319213867 9414.716 0.8005534097407225 0.30879513799332065 0.1721041859164926 2.3529052734375 False 2 2300 17.48 77.33 8745.879 0.7823867837022764 0.3476946370550897 0.22427006930246726 1.9432092905044556 8862.053 0.7934119153159636 0.32524372652380223 0.21448505876404805 2.3140761852264404 False 2 2400 15.73 71.46 8861.551 0.7870011082722163 0.3394663844261814 0.17551254000128677 2.026043653488159 8951.129 0.7984601216593226 0.31524071810739285 0.19276668873701605 2.357576370239258 False 2 2500 13.26 72.49 8409.007 0.7721899939864482 0.3617395938016698 0.24155398214226778 1.931504487991333 8629.851 0.7848884771586011 0.33552952029299443 0.22279055412903495 2.3063948154449463 True 2 2600 15.19 196.0 8429.976 0.7781098852390081 0.35675274250191946 0.2453156881443184 1.8689515590667725 8801.792 0.7906287121708637 0.3300230199378524 0.233058174875219 2.2724497318267822 False 2 2700 9.917 58.83 8235.66 0.7770929737446156 0.36304759194526137 0.17543478532281706 1.9082832336425781 8552.72 0.7892274302781604 0.33762810884562605 0.1819621550475869 2.328113317489624 True 2 2800 16.3 81.61 8315.196 0.7783064307173005 0.3506058542168637 0.22957606843698514 1.9372657537460327 8685.385 0.7903690525517588 0.32531090520587536 0.20963663283352915 2.3144352436065674 False 2 2900 13.48 72.33 8125.944 0.7668739578083859 0.37883976543052317 0.2530494786174865 1.848020076751709 8323.207 0.7798653629806181 0.35105868503108933 0.24349713427230313 2.2930779457092285 True 2 3000 12.53 76.09 8974.142 0.7948987579833439 0.34135600014657536 0.2452030992174289 1.889227271080017 9189.837 0.8071401223481734 0.31087094193442616 0.2392989303519195 2.269925832748413 False 3 3100 14.56 72.16 8300.003 0.7745314248682095 0.3752086801242054 0.24706621353296992 1.8549542427062988 8589.814 0.7876703001945525 0.34549742340045725 0.22407833676238229 2.3239500522613525 False 3 3200 15.38 76.31 8312.891 0.7730193336750142 0.3598108976267875 0.23490464273428782 1.894505500793457 8517.654 0.7868023577698307 0.3317624927710711 0.21500786339641642 2.2933168411254883 False 3 3300 13.41 78.49 8027.188 0.7645616951046547 0.37702329355414116 0.27351097621330284 1.8328202962875366 8354.385 0.7786649300490723 0.34729156259281546 0.22538998415445627 2.319314479827881 False 3 3400 15.6 76.69 8139.4136 0.7646414434754807 0.3790747155615653 0.25274379779294426 1.9042142629623413 8533.77 0.7782483450309582 0.3506375548950237 0.21016926926997803 2.305643320083618 False 3 3500 13.81 70.29 8084.04 0.7729493829828035 0.3681275761904551 0.2738938825585678 1.8532702922821045 8547.173 0.7871334432423359 0.3363901965607867 0.2560397679817532 2.2589282989501953 False 3 3600 13.91 87.89 8205.996 0.7823779785278631 0.36294960088409145 0.26876136529928824 1.8989309072494507 8811.53 0.7964295153421099 0.33151564067574507 0.25364861591754667 2.2714996337890625 False 3 3700 11.93 78.0 7521.497 0.7651360744010433 0.40335754252630035 0.29786098884471235 1.804527997970581 8218.03 0.7805331993067078 0.367464378949806 0.27024698121926705 2.2661967277526855 True 3 3800 14.35 76.08 7335.408 0.7532155923125043 0.4065689580433118 0.305357381579506 1.802729845046997 8005.716 0.7702890320016789 0.36854325134717414 0.2744686883281637 2.2738232612609863 True 3 3900 14.41 73.12 7399.7886 0.749872951503834 0.40458936404060886 0.3121921189101445 1.7937833070755005 8173.4526 0.7674378697986116 0.3663119728259743 0.2773151845764238 2.251943349838257 False 3 4000 13.98 212.6 7761.903 0.7609015298313848 0.38421218740730156 0.27263972008504717 1.8305590152740479 8389.096 0.7775473398073433 0.34862190363594425 0.24144699915635823 2.3060197830200195 False 4 4100 8.151 50.26 7629.2373 0.7644004069331322 0.3795088170182865 0.27303004086767807 1.8681795597076416 8238.262 0.7806557263613353 0.34259428602780856 0.24449941366469688 2.2771430015563965 False 4 4200 18.2 82.15 7557.68 0.7522584358260451 0.39415784701193657 0.28210699043006593 1.8272517919540405 7973.923 0.7692302209171631 0.3577552120977669 0.24746478478038036 2.269160747528076 True 4 4300 16.42 73.96 7774.56 0.7601780870681808 0.3931184543270037 0.2495947007988147 1.843700647354126 8361.243 0.7787124981352604 0.35096432758040574 0.22525427412954602 2.2944209575653076 False 4 4400 13.11 81.72 7323.7373 0.7488480664568993 0.4117177218087773 0.2812875062632485 1.8178074359893799 7837.9272 0.766580837946781 0.37278373617508204 0.2588474760382342 2.2712440490722656 True 4 4500 12.35 140.4 7294.172 0.7499168268304649 0.40668387624340735 0.27790382729327834 1.8315482139587402 7976.2 0.7680818322568571 0.36444973573878825 0.2554719557436098 2.2506096363067627 False 4 4600 9.669 60.02 7383.444 0.7493978626728779 0.41188523367796903 0.3115746761622744 1.8113384246826172 8031.0693 0.768508548861006 0.36969335977914364 0.27626502255596735 2.314502477645874 False 4 4700 15.52 73.16 7451.5444 0.7542170941653626 0.41934834087707945 0.29247230047471384 1.8225263357162476 7955.0127 0.7724739687570539 0.3766323089542602 0.26678571556648967 2.238614082336426 False 4 4800 12.96 123.1 8633.096 0.7851960447397857 0.3569651361484337 0.3340050757390508 1.8181201219558716 8870.469 0.7990687600666455 0.32361453601584783 0.29888381272083714 2.2175207138061523 False 4 4900 8.276 69.76 7392.7495 0.7563077986054096 0.40406720176136374 0.2848636427148088 1.8143280744552612 7970.8438 0.7739068414169831 0.365195064152377 0.26361850030724765 2.2402219772338867 False 4 5000 16.14 83.58 7494.7207 0.747807848117592 0.4136336001182718 0.34201553117532135 1.7615734338760376 8021.854 0.7670794277011831 0.37070950477800535 0.29399920137039826 2.2520058155059814 False 4 5100 13.71 72.11 7107.6665 0.740164257564684 0.4309373548445235 0.3414789429739828 1.7614933252334595 7691.716 0.7609516379206294 0.3855785586716253 0.2950834626733131 2.2080297470092773 True 5 5200 14.39 72.52 7085.264 0.7457649659975706 0.426783242304354 0.3355948811431068 1.7670719623565674 7656.1167 0.7658739432483199 0.3810247871040965 0.29750414862045543 2.240689754486084 True 5 5300 13.36 89.14 6776.837 0.7400819966852971 0.4295425178319699 0.3301437195586762 1.7910858392715454 7689.8447 0.7610578109990972 0.38207688079384783 0.2892093712228158 2.2968623638153076 False 5 5400 10.74 67.29 6636.579 0.7373987812004238 0.42693255693446935 0.34165846024518504 1.8524223566055298 7750.676 0.7604792428602326 0.37530082358184275 0.29717307376783253 2.242173194885254 False 5 5500 13.75 72.83 6728.8193 0.7438936327956972 0.4310148540774999 0.3416126988390455 1.7518115043640137 7797.2134 0.7659512652464439 0.38020270028704783 0.27760359664802303 2.235572576522827 False 5 5600 15.57 67.95 6800.567 0.7364663695218282 0.43310163517825245 0.3272448943307724 1.8533648252487183 7708.71 0.760109496483095 0.38075265939709396 0.2868881941087869 2.392746686935425 False 5 5700 13.4 71.1 6925.012 0.7409115532691243 0.4258407432233154 0.33690174646601556 1.8131024837493896 7853.5103 0.7637752115674558 0.3734071862625016 0.294845547617892 2.2183308601379395 False 5 5800 13.5 69.87 6739.2188 0.7442549849392746 0.43255315725222365 0.34095886634662737 1.76321280002594 7636.0464 0.7666031302848664 0.37998817494538445 0.3015705709645518 2.1974503993988037 True 5 5900 14.75 76.36 7160.2593 0.7502782919831437 0.4096247170494257 0.31639880711366486 1.7735891342163086 8180.794 0.7726112403437236 0.35780493325704366 0.28468780664904436 2.2290616035461426 False 5 6000 11.09 68.02 6653.162 0.7363140835061694 0.436418661770636 0.33079253286438537 1.7829517126083374 7691.8936 0.7605250670765921 0.38061352203786525 0.2987068318835691 2.2675578594207764 False 5 6100 13.98 66.24 6636.471 0.7405420266535808 0.4428779926145499 0.2844464055569564 2.1691086292266846 7724.1704 0.7645283102112261 0.3859731858397086 0.252570550700146 2.4666848182678223 False 6 6200 15.82 84.06 6431.553 0.7306837704257896 0.44006480681117693 0.3493549839954478 1.7502501010894775 7597.6836 0.757626752848174 0.37898830165065706 0.296956174535058 2.22464656829834 True 6 6300 11.09 66.54 6603.537 0.7346977665244385 0.45285997818507184 0.36147999503463635 1.7843211889266968 7702.7617 0.7604102366211555 0.39014620997589944 0.3190565488915602 2.191115617752075 False 6 6400 12.63 68.21 7117.6074 0.7355541409940989 0.4169635792568958 0.3582294133771101 1.7566803693771362 7871.66 0.7597224494116823 0.3625872734759141 0.30302940518373156 2.196510076522827 False 6 6500 16.29 74.99 6783.2607 0.7349121363501091 0.4466705564225882 0.3373891403894382 1.7697728872299194 7550.338 0.7596162908393902 0.38808540618356563 0.3018587600330602 2.206667184829712 True 6 6600 14.5 66.53 6985.8438 0.7317444330005514 0.43505699376935825 0.34359118565551955 1.7748603820800781 7942.811 0.7573020457043389 0.37818106255932377 0.28707784204595554 2.2876594066619873 False 6 6700 13.06 77.6 7600.637 0.7581670861418607 0.39646778142264644 0.34415917142607 1.9113528728485107 8592.782 0.7832086467007527 0.3357541868144969 0.28350685657263086 2.28993558883667 False 6 6800 14.39 75.47 6755.2246 0.7279339788426534 0.4489531510173074 0.35760648536101713 1.7565034627914429 7661.639 0.7568373262071217 0.38023903339848497 0.317926380164518 2.2541208267211914 False 6 6900 13.94 67.82 7002.195 0.7520379981968179 0.430797289460599 0.32675286837270084 1.7849160432815552 8003.8755 0.7753757607162544 0.3705365461734673 0.30634151246599256 2.251492977142334 False 6 7000 17.44 70.46 6895.3716 0.7407631191110795 0.43843592901116546 0.3510227748817271 1.7730339765548706 7787.196 0.7653270855721176 0.3794091325629402 0.3137025468010767 2.20052433013916 False 6 7100 14.13 75.36 6691.3096 0.7355676409763445 0.4465522053327927 0.33445114454762426 1.7802209854125977 7642.078 0.7623232725642595 0.3831117302624283 0.2878588882411119 2.21659517288208 False 7 7200 14.59 79.26 6512.6772 0.7372180040515189 0.46136139815611565 0.33084910732077266 1.7619110345840454 7501.744 0.7628928871558414 0.3994198705365496 0.2913583047057588 2.2187418937683105 True 7 7300 15.46 73.94 6714.4795 0.7379600507207684 0.45032837005297083 0.32525293233960073 1.8635499477386475 7621.136 0.764575945088795 0.3828846443779925 0.3017483592438813 2.2293121814727783 False 7 7400 13.85 75.46 6788.0845 0.7366722210628929 0.44865405643651535 0.3411432969360532 1.748563289642334 7688.365 0.764677180708905 0.38321451742500373 0.2780159652402178 2.212844133377075 False 7 7500 12.12 73.71 7031.309 0.7464948356376179 0.4386119248097767 0.28312361580638284 2.0628840923309326 7860.243 0.7713213375574471 0.3750647076649767 0.2650183525509018 2.37443208694458 False 7 7600 13.55 89.99 6420.6953 0.7245838718877742 0.46112770948426024 0.3466853421150283 1.7450093030929565 7419.235 0.7538369648050272 0.39269009949217915 0.30611126768409036 2.20742130279541 True 7 7700 10.12 74.16 6795.7725 0.7426052357752676 0.42007641153182895 0.3045907685485972 1.9026602506637573 7874.2744 0.7704762024562753 0.35362619613671176 0.26945542588247073 2.2751147747039795 False 7 7800 15.46 78.71 6188.423 0.7224175065243776 0.4586973658892224 0.3388496782767972 1.7741742134094238 7450.665 0.753043937102642 0.38810362617505395 0.2962160297228303 2.2107903957366943 False 7 7900 15.87 73.18 6309.413 0.7283827875855156 0.4479963373234238 0.3552443637234803 1.750128149986267 7532.5073 0.7577113260695657 0.3797890773807324 0.31471595058668517 2.21085786819458 False 7 8000 14.95 75.59 6105.501 0.7221277708960618 0.4693045987229098 0.34460475760553966 1.7781122922897339 7411.6426 0.7545688924348821 0.3919415835158052 0.3097071252183558 2.1942684650421143 True 7 8100 15.2 127.2 6307.542 0.7216739242407854 0.46244460312678465 0.36902926517689516 1.7273814678192139 7444.0366 0.7536236942407024 0.3876943206881949 0.333446373142576 2.1658341884613037 False 8 8200 10.04 64.44 6760.39 0.7519814956407965 0.4516605964386829 0.3258067432584344 2.757073402404785 7952.3945 0.7768101477076339 0.3842139533063167 0.30535141843758923 2.950939416885376 False 8 8300 15.36 73.82 6244.6763 0.7293158032283069 0.4574387277925522 0.3600866578332575 1.7452675104141235 7490.2593 0.7577361990063476 0.3893196361279704 0.3213126424241423 2.2313830852508545 False 8 8400 14.94 72.9 6091.8 0.7245832752459915 0.4588128153319013 0.356597384825263 1.796764850616455 7655.651 0.7560218487138863 0.3876814681027206 0.3044731126654868 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0.6791976371226052 0.5457607483896108 0.3893928901562853 1.6847623586654663 7123.355 0.7434739411658431 0.40525839190227 0.3420175855606532 2.1330909729003906 False 14 15100 14.46 73.82 4840.1562 0.677038108601503 0.5394331649381702 0.3907881867432823 1.676559329032898 7093.115 0.7423045757585212 0.39676163562891964 0.34032892908579154 2.1375949382781982 False 14 15200 14.3 68.0 4862.967 0.6850925763169198 0.5379044030295762 0.39205313515341067 1.7184187173843384 7117.4604 0.7474277033945557 0.3978912264082602 0.34441701633540434 2.1486754417419434 False 14 15300 14.77 71.05 4793.581 0.6762383631326918 0.5416073824950823 0.4032431601766451 1.6708027124404907 7037.919 0.7395384930036657 0.4058837122131134 0.35183193347262964 2.1290056705474854 True 15 15400 14.71 73.21 4783.328 0.6744217239963671 0.5523816820257738 0.3995105167650309 1.6772104501724243 6980.3438 0.7401246354401801 0.40870381739492584 0.34916086325170714 2.129993438720703 True 15 15500 13.43 70.82 5044.9946 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