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 16.74 794.3 2634930.5 inf 0.01093585808107807 0.36701453394357064 165.95083618164062 390285.28 0.9690574578937201 0.006983041198115945 0.35402051526631395 165.51849365234375 True 0 100 29.65 850.2 272350.72 0.9707437672360039 0.005362957813240732 -0.443143673623665 38.12272262573242 137596.61 0.9711759295042092 0.0027665901800063494 -0.4382669524035813 38.058258056640625 True 0 200 29.89 392.1 134773.69 0.9691076998091606 0.013656259312802514 -0.4700174389553056 15.077483177185059 144314.47 0.9663852256527021 0.01681673925876733 -0.45905049379594237 14.937122344970703 False 0 300 30.04 695.0 154912.38 0.9593880679328716 0.047288597253483666 -0.4727717289638219 12.635930061340332 112424.61 0.9582295513797862 0.046706647159886254 -0.4603815807321873 12.469780921936035 True 0 400 30.6 777.1 164944.44 0.9676148778114334 0.019825216907015688 -0.4698984447558877 6.483148574829102 147797.33 0.9648887951903625 0.022816461132846733 -0.45665344695771887 6.2941813468933105 False 1 500 36.51 850.5 148622.88 0.9686360187855875 4.893774911112309e-05 -0.4817488046729394 29.46668815612793 136938.53 0.9666160913161581 0.003410656505540643 -0.4736330800649345 29.38777732849121 False 1 600 29.59 831.1 144203.97 0.9731598070957622 -0.006465365803757538 -0.47904565425641127 28.898120880126953 161199.55 0.9705516628721433 -0.0030353554171216215 -0.4717394899233655 28.81593894958496 False 1 700 29.99 827.4 293910.94 0.9685495103605672 0.009568522557230764 -0.3136757874102338 17.078927993774414 134128.92 0.9692462187622486 0.005912675744501478 -0.3367874591996415 16.980594635009766 False 1 800 30.28 871.2 129410.52 0.9732769966443883 -0.0123333326938371 0.4061264386639317 11.781684875488281 150966.7 0.9709034701714281 -0.009183245259789608 0.3636126925055809 11.745208740234375 False 1 900 30.16 833.4 175474.61 0.9775566395264242 -0.007192881560993104 0.43371299897734344 12.242714881896973 360287.62 0.9745473225933983 -0.0038791020417907746 0.4033796511283627 12.187603950500488 False 2 1000 29.92 795.1 128435.95 0.9635226018727964 0.038759090180146054 -0.4584113349796165 7.575254917144775 127066.36 0.9623148627951047 0.03696403166180357 -0.44577837878588156 7.413715839385986 False 2 1100 29.77 771.9 125279.65 0.9661078666638868 0.02581043748898766 -0.4558719729906207 11.148465156555176 130502.125 0.9645814276601792 0.026638932833119706 -0.4562095593136229 11.012575149536133 False 2 1200 29.69 812.0 237497.31 0.9783494805762063 -0.013828405500613195 0.4417550029513792 9.89742374420166 142285.73 0.9779802060298365 -0.014885446743811644 0.40984627039962973 9.946951866149902 False 2 1300 30.1 829.8 106683.38 0.9753350870043227 0.002752877938294362 -0.1827046481746716 5.946944236755371 193608.9 0.9726512058925317 0.005013603922051501 -0.22425488218410083 5.8668012619018555 False 2 1400 31.68 793.3 147853.75 0.9660208671000196 0.01582264558915465 -0.45400753722283677 9.087213516235352 135593.75 0.9639373567573292 0.01787874948792112 -0.4318825645203249 8.91645336151123 False 3 1500 29.52 881.8 104441.68 0.9723001467468925 -0.014026963027626928 0.4076772177024392 26.975866317749023 145098.12 0.9701703352138374 -0.011047999574018945 0.3735440810575461 26.90692138671875 False 3 1600 29.3 864.7 101758.49 0.9663862679998493 0.013827801640126279 -0.3797817702974125 9.367764472961426 126433.74 0.9653852708391949 0.010472644266070925 -0.3918520460968314 9.223562240600586 False 3 1700 29.84 58.83 91965.93 0.9763004068642536 -0.0036723241485009063 -0.24922075223571247 9.40439510345459 206596.36 0.9735703590767948 -0.0008169025852745 -0.2802740100969034 9.295048713684082 False 3 1800 29.22 675.3 242389.05 0.9662885927546311 0.017930501775079353 -0.4059963593289995 8.457099914550781 130921.875 0.9672298032131353 0.01371694420244876 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7.251573085784912 114085.19 0.9667986802962415 0.013310018141769646 -0.08238811665975836 7.2063517570495605 False 9 4400 29.15 86.51 66773.95 0.9623571764717609 0.028778512947813972 -0.1419756923081429 6.270702362060547 111185.67 0.9624726817187985 0.024683673183266096 -0.19133221349725643 6.321234226226807 False 9 4500 29.42 785.0 57186.746 0.9670534465155767 0.01615629053765172 0.10869394915563096 10.915328979492188 123004.0 0.9655849413210839 0.017881481335515117 0.044876223400939635 10.931659698486328 False 9 4600 33.19 915.2 54644.664 0.9586029994281454 0.0417114208050776 -0.39279219461078485 7.121345520019531 102895.19 0.95878290251686 0.03811911764746243 -0.4084878535675962 7.067924976348877 True 9 4700 30.61 65.62 147712.84 0.9596888099468306 0.03360857110177451 -0.29581750045118943 7.248536109924316 103148.234 0.9612272310023658 0.028088045596707766 -0.3132636243623407 7.266456127166748 False 9 4800 29.3 977.0 65034.965 0.9722370314478102 -0.007325675302671344 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