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 40.22 253.9 265478.34 inf 0.004999611853571997 0.031261850062220375 18.132593154907227 472746.5 0.9678761384427581 0.004361373313893575 0.0796046728353433 16.676851272583008 True 0 100 78.0 168.7 20767.803 0.9589555274538112 0.027123253640726156 -0.020168395663080645 28.276596069335938 38024.1 0.9571752762104779 0.02623781417166061 0.0026456809696388107 30.620100021362305 True 0 200 48.67 136.3 19320.336 0.9569112989118695 0.033682018472778436 -0.04656484747161592 15.48326301574707 37671.043 0.9551893195963431 0.03285355428159914 -0.07506711856041862 16.978832244873047 True 0 300 77.61 168.0 17815.418 0.9540909694563667 0.040655952797974675 -0.05904055356492053 9.681497573852539 35232.855 0.9515002932834272 0.04130298804957533 -0.08524018630339236 10.525782585144043 True 0 400 75.08 127.4 16310.844 0.9558494154168377 0.033033705378805484 -0.06562881571236703 8.65696907043457 32516.078 0.9543974089241535 0.03140507686958231 -0.09095632228869778 9.301886558532715 True 0 500 69.89 170.9 15631.292 0.9550900156665693 0.03193843395462439 -0.07023215191546454 15.549500465393066 32158.787 0.9526065331759686 0.033013885437014626 -0.07398631616936895 17.042871475219727 False 0 600 77.67 140.6 14180.537 0.9504073851103878 0.04480221065564074 -0.0712363104745233 7.949815273284912 30272.182 0.9494870096336807 0.04306877827316277 -0.053748471673105286 8.23272705078125 True 1 700 74.39 169.6 12458.217 0.9429182605690983 0.05974681707033097 -0.08581047302583951 7.927350997924805 25905.46 0.9420296080750226 0.05842155303713842 -0.07321139835594716 8.145790100097656 True 1 800 77.85 157.0 13042.496 0.9456988493793013 0.05377689074740551 -0.05878697806588226 7.76971960067749 27745.516 0.9454079285120897 0.05137611643468959 -0.05386481711476453 7.7855143547058105 False 1 900 59.41 160.8 12131.408 0.9418837263398463 0.06480783088691987 -0.0836733853176878 8.8916015625 26446.328 0.9407797002150313 0.06323743007041933 -0.07471988485395446 9.449257850646973 False 1 1000 77.57 168.4 12593.282 0.949763141847743 0.055831682382193486 -0.051168046911273045 8.848993301391602 26726.281 0.9501885122624668 0.051698086305883115 -0.03777884695981113 9.439242362976074 False 1 1100 56.63 151.7 11206.591 0.9372570538383062 0.07492558742351713 -0.0647710396263519 8.48788833618164 23328.4 0.9372426703645619 0.07257166855158347 -0.08000294348714254 8.97872257232666 True 1 1200 78.0 168.2 16271.247 0.9516407001961702 0.04175647758933165 -0.08341254329115128 11.64957332611084 34666.84 0.9506113863973569 0.041717497645450054 -0.09565975878920147 12.656087875366211 False 2 1300 33.66 139.2 10945.437 0.9321685550214212 0.08483650642404222 -0.0651802241560001 7.949951648712158 23755.83 0.9321822000143539 0.08028490832590054 -0.10664046172109629 7.968483924865723 False 2 1400 77.53 168.1 11387.613 0.9390240174199558 0.06395856357722368 -0.06819670940297073 9.011375427246094 23355.078 0.9400197437800651 0.061049195910098865 -0.11484795791088713 8.454066276550293 True 2 1500 73.6 102.1 9867.698 0.9215537255260331 0.1040357920708161 -0.061384177288542285 8.17501449584961 20963.027 0.9218826462705165 0.09975719413171828 -0.11898398553267307 7.865054130554199 True 2 1600 68.48 167.9 9201.527 0.9179490078174334 0.11267404344643916 -0.05487166352094537 7.955517292022705 20563.68 0.919424695526049 0.10549781582630292 -0.10469837746833202 8.012557983398438 True 2 1700 77.85 138.7 9065.473 0.9177605104358346 0.11170371577000653 -0.07214291902150234 7.959362983703613 20223.207 0.9196276670774877 0.10300307853132566 -0.11217772905562777 8.161977767944336 True 2 1800 62.04 163.9 9758.173 0.9174782130079031 0.11201279908950236 -0.05537504278832347 7.774529933929443 24027.688 0.9182662421372688 0.10491032646370813 -0.08280515941159539 7.728582859039307 False 2 1900 77.46 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0.8178484345656204 0.28859145669948894 0.19800270246278653 7.255984306335449 18110.236 0.8624443571533327 0.19360686614191222 0.14370942560419767 7.474841117858887 False 21 13500 28.54 80.3 4637.3027 0.8201869039907973 0.2869528791204607 0.21224649855186653 7.236919403076172 19161.592 0.8649659533545647 0.1906127315871048 0.16339324668786628 7.474616527557373 False 21 13600 28.48 80.35 4633.0757 0.8287065936182497 0.28649832948103626 0.2122684246169861 7.305149555206299 18033.13 0.8698030516118984 0.190388870316511 0.17368024819310646 7.628312110900879 False 21 13700 28.37 78.45 4729.425 0.8209845788524777 0.29088650582653786 0.1870444622768372 7.307495594024658 19791.992 0.8666488416229549 0.19081240425502516 0.12579289655806436 7.613667011260986 False 21 13800 28.61 78.11 4606.3096 0.8239708654981126 0.2879557866338659 0.2141968254509655 7.217472553253174 19623.916 0.8683889832119324 0.18843214150414728 0.15871125581738516 7.445720195770264 False 21 13900 28.6 78.43 5025.6685 0.8307223023034124 0.26654256445120794 0.19022468209415339 7.329703330993652 19651.963 0.871516264493928 0.17597702904875812 0.15338211192168588 7.649885177612305 False 21 14000 28.33 77.71 4780.442 0.8253662661001466 0.28375885029205655 0.21284994177757344 7.320067882537842 17699.383 0.8677908073844811 0.1890337962907389 0.16294477389301443 7.669374465942383 False 21 14100 28.27 77.6 5047.3354 0.8210368386270381 0.28984400209343186 0.20811148929965048 7.2384748458862305 18656.84 0.8644959389033018 0.19316011580545325 0.1541498948416836 7.51538610458374 False 22 14200 28.08 77.69 4688.5713 0.8238102562831434 0.28607497851848795 0.2088452503003475 7.241812229156494 17275.35 0.8653611091554436 0.19308599741277985 0.1351832064426707 7.478849411010742 False