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 17.53 90.03 50881200.0 inf -0.0019546534800631648 -0.07206407713055599 48.936378479003906 13360219.0 0.9090799599658628 0.004992635912154212 -0.06587922580904666 44.56744384765625 True 0 100 29.44 75.8 1739939.9 0.8695650023669876 0.10173352504729401 -0.30296404768022 94.66371154785156 988516.06 0.8778944987439791 0.09990275343203224 -0.31147224395309264 88.2840805053711 True 0 200 29.47 79.88 1741020.1 0.867384310426065 0.10027428745483313 -0.34131843634884285 86.74168395996094 950303.56 0.8746434744121228 0.10492710934862079 -0.35088131438073705 80.58470916748047 True 0 300 29.52 73.3 2076018.9 0.8786062324536725 0.053049479839459936 -0.3580851765593117 78.7785873413086 975729.5 0.8847420994948523 0.05606906463625739 -0.3717001610442177 72.7833480834961 False 0 400 29.2 74.24 1773523.6 0.8727099073594891 0.09065674528321045 -0.3408104992801164 93.82138061523438 984358.2 0.8802699008682324 0.09681785149783378 -0.37537288297060617 87.44417572021484 False 0 500 29.02 75.51 1725152.0 0.8698192837241576 0.1105079607369229 -0.3363282915906512 91.85111999511719 1006716.44 0.8770694281499126 0.11714577130695007 -0.38727309310351093 85.51604461669922 False 0 600 29.23 123.9 1585391.8 0.8591903870380344 0.1438458918909935 -0.22436836119499803 84.76576232910156 974753.9 0.8658410456125987 0.15250221229219665 -0.2776435693043948 78.70346069335938 False 1 700 37.18 75.76 1561244.2 0.8569469360831101 0.13015179661807 -0.37541752840892634 66.50996398925781 1055518.4 0.8626045191879903 0.1350354904666462 -0.39612121767129344 60.724761962890625 False 1 800 29.12 77.21 1582818.6 0.8575269487557006 0.11885915861017948 -0.338829738486421 68.31050872802734 1167307.4 0.8638521130532539 0.12040227876485407 -0.35684906365167124 62.20918273925781 False 1 900 29.04 73.99 1497246.1 0.8561326139254575 0.12465899788733623 -0.2669069423836076 70.95685577392578 1103135.6 0.8633783748330809 0.12128824010298449 -0.31905398962238085 65.34998321533203 False 1 1000 28.94 73.48 1529395.4 0.8583143944981136 0.1189816031159636 -0.3901099095551067 63.63292694091797 1102310.5 0.8639468079774645 0.12052018870676971 -0.40134994155034964 57.371437072753906 False 1 1100 29.08 85.12 1339387.2 0.8466276250441058 0.1892704003967552 -0.39629675858805147 65.9795150756836 903738.3 0.8531820911419755 0.1950617301517936 -0.41304594390631005 59.886268615722656 True 1 1200 29.62 73.56 1196372.0 0.8450934906517013 0.1649460738693219 -0.41085526932860134 45.853294372558594 865204.94 0.8525771074962902 0.16791709283257836 -0.4306347624297237 40.849021911621094 True 2 1300 29.4 76.43 1272849.0 0.8510817153522973 0.13369852706515295 -0.3501523900875668 47.294334411621094 862309.7 0.8579517195223659 0.13598189882707337 -0.3697974361547628 42.49404525756836 True 2 1400 29.46 75.92 1158656.5 0.847490880434784 0.14781773101631243 -0.388380800542301 52.508392333984375 931400.4 0.8577852192019029 0.13853775240320704 -0.40472978512819324 47.53822708129883 False 2 1500 28.39 76.96 1162172.4 0.843604463693286 0.14594519965327646 -0.42968973076279304 46.322303771972656 1108929.9 0.8529555149502511 0.1423926867157636 -0.43942036967628084 41.324153900146484 False 2 1600 29.11 80.64 1040673.6 0.8375705676128823 0.16894288336223687 -0.41781689654275067 46.31574630737305 908974.0 0.846193677934264 0.166503449912029 -0.42877689341241443 41.268280029296875 False 2 1700 29.11 73.79 1236207.6 0.8595849747162632 0.11296366882378588 -0.45773285950634274 31.26500129699707 1276365.9 0.8717221599201083 0.09634755714080392 -0.4617377213183644 27.532989501953125 False 2 1800 29.06 74.65 1160071.4 0.8470368148156099 0.1320960407654278 -0.4196793022414991 38.25442123413086 1219215.0 0.8574262468338439 0.12450881679719844 -0.42173812000469796 33.43619918823242 False 2 1900 28.85 74.84 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