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 6.723 16.49 982358.56 0.9810409825145112 0.0028423972529409707 -0.4765397417802619 139.2181854248047 104456.984 0.9799382829727595 0.0018742730509832464 -0.4524023969766834 138.94210815429688 True 0 100 10.07 15.18 29819.838 0.9798002961113405 0.0070967090454582375 0.34872397080280865 8.211915016174316 68642.58 0.9791380312721253 0.005149008157527666 0.304724675447712 8.48361873626709 True 0 200 11.28 19.31 70525.1 0.9814960993272513 0.0025139984425383176 0.039086194787019156 13.688636779785156 68738.62 0.9804060234358541 0.0016259542879113744 0.008281088412315923 14.01952075958252 False 0 300 10.02 16.58 20144.746 0.9763584360322842 0.022605692607472357 -0.4719717210551292 5.464597702026367 63885.566 0.9756597710257094 0.021647348187391786 -0.4409435578181203 5.627503395080566 True 0 400 8.971 14.32 40427.83 0.9747755805814379 0.030784841531654047 -0.4818429111128262 5.326479911804199 55884.363 0.974126777336989 0.027592076805937896 -0.4609558682073123 5.497435092926025 True 1 500 12.29 14.18 35464.61 0.9838474231230919 0.006985776973454216 0.4300477565726039 5.1823272705078125 274385.4 0.9827865825203762 0.008989028278059549 0.371026171562111 5.48069953918457 False 1 600 9.5 14.0 265184.2 0.9749820001017624 0.021816084188965263 0.4583311178951844 8.70654010772705 68570.7 0.9751579900391106 0.017536310361088377 0.41043244903736414 9.139533042907715 False 1 700 9.284 14.02 60321.637 0.9854402827129779 -0.0005416090565582088 0.45535125320272074 4.541059970855713 313273.78 0.9844389349146763 0.0013738712403130375 0.40664046657647274 4.9490509033203125 False 1 800 9.39 14.15 77638.52 0.9724694096766547 0.03315013595034621 -0.45275571730422204 7.630458354949951 64557.297 0.9725741084408822 0.028450176548997154 -0.4154307561609863 7.814646244049072 False 2 900 9.716 14.02 57624.324 0.9750452990299557 0.029485758296461554 -0.4470706196092652 10.829079627990723 66305.94 0.9742482597847606 0.026346654201037954 -0.4139541460965574 11.071625709533691 False 2 1000 9.476 13.92 39954.703 0.9865858294675597 -0.007744299268180067 -0.39387321497592115 6.05188512802124 161501.67 0.9857416495475193 -0.006502388781740156 -0.38502890820287705 6.274487495422363 False 2 1100 9.544 13.95 41471.64 0.9869763387178472 -0.009937798291860983 0.38931046173191697 8.991724014282227 156497.58 0.9861389633475826 -0.00866141862338192 0.32544710179057496 9.316079139709473 False 2 1200 9.49 13.71 35214.77 0.9860932551071603 -0.010358335802316253 0.29307645693191386 5.214297771453857 94870.45 0.9851971692075673 -0.009396497778444464 0.21678700182347593 5.457619667053223 False 3 1300 9.181 14.06 38212.39 0.982018472104015 -0.009511457018321118 0.35044419150955197 4.617312431335449 67664.78 0.9807287853342588 -0.01017129432182789 0.2794904121652959 4.84645938873291 False 3 1400 9.482 14.17 42138.027 0.9793715319359819 0.005867116667973144 0.4573661280053162 10.007567405700684 68004.11 0.9783127004342513 0.003563097369635186 0.4083456675033571 10.3638277053833 False 3 1500 9.492 13.96 40014.242 0.976985777960197 0.02267528202099973 -0.08970151677411442 4.9386467933654785 68594.47 0.9760903744400724 0.019484993452495294 -0.09348049337866592 5.102788925170898 False 3 1600 9.496 14.27 19754.88 0.9823103293377061 -0.0073658295037307 0.31778667802544436 10.899956703186035 84341.26 0.9814571252201048 -0.006341014219439896 0.2402287166722158 11.241658210754395 False 3 1700 9.62 14.08 15169.09 0.9783131906746874 0.017114762109657365 -0.05556716790594904 5.027216911315918 76773.01 0.9774452662814319 0.017974784521779752 -0.13116737907378015 5.255468368530273 False 4 1800 9.707 13.96 44697.4 0.9812049725365499 0.0030647563918329854 0.37134104758780695 4.881461143493652 66598.67 0.979962467537823 0.002072151163158416 0.30373572873013094 5.147029876708984 False 4 1900 9.387 14.09 163571.73 0.9799344662098668 0.007736196462066031 0.3510409387319027 4.614965438842773 70664.91 0.9788560284017106 0.00646426567672294 0.27928737267530873 4.8692946434021 False 4 2000 9.585 13.89 19538.162 0.9779909775626682 0.014109810890470071 0.26322390773637905 10.124040603637695 74615.78 0.977020794166752 0.013797057938168437 0.1773450742493123 10.440893173217773 False 4 2100 9.701 14.06 15849.089 0.9854412632942261 -0.01031167436538253 0.14206713740332633 7.830698490142822 96474.76 0.9847646480208668 -0.009235276307653681 0.060944582975753246 8.124653816223145 False 5 2200 9.681 14.01 62370.156 0.9802757126596208 0.007447797863155955 0.1990980715458665 4.944962501525879 69699.83 0.979025952699853 0.0068163144369595636 0.1203838645905878 5.208580493927002 False 5 2300 9.616 25.47 17321.756 0.9867804520746125 -0.009136282928433506 0.2552436927688489 8.567469596862793 128459.37 0.9861973830451617 -0.008420383286600417 0.1765900656657505 8.890101432800293 False 5 2400 18.93 26.65 13175.325 0.98262935013373 -0.002234950870623785 -0.27464745357155573 5.370180606842041 92037.82 0.9820187565187002 -0.001709932524850088 -0.30520548685140286 5.612131595611572 False 5 2500 14.25 13.91 34612.887 0.9810333945649503 0.005495053612119578 0.24313724196605008 4.882203578948975 72825.01 0.9801487609971274 0.003782283475770098 0.16297527287037367 5.177510738372803 False 6 2600 9.524 13.91 12462.428 0.9756039943283525 0.03131259107346906 -0.39287949460773086 5.466650009155273 78241.09 0.9752219234954783 0.029161620582666192 -0.3975125480358634 5.69172477722168 False 6 2700 9.538 14.05 12330.508 0.9751720358477387 0.03507472534635212 -0.3903405049278858 5.470301151275635 75294.62 0.9747481464839385 0.03252060044581765 -0.39060051593518536 5.688668727874756 False 6 2800 9.396 13.88 13522.63 0.9713848316595465 0.033360600811894535 -0.4455291073265612 6.843307971954346 71582.03 0.9713918685837142 0.029442202381916256 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0.016268822912921754 -0.07651125814116337 6.119904041290283 False 9 3900 9.529 14.04 155163.34 inf 0.0033508600651071625 0.39238766927518676 4.769155502319336 74160.086 0.9799290870804409 0.0027742722774179583 0.3288052685060849 5.134053707122803 False 9 4000 9.451 14.01 12238.225 0.9847556864157567 -0.004913457891375934 0.34844985663984 4.430524826049805 81444.44 0.9839045334755396 -0.0052747241085289494 0.2798613962002116 4.716883182525635 False 9 4100 9.566 14.15 11009.672 0.976186743737702 0.023171411896346143 -0.2897686078085874 5.917517185211182 80835.47 0.9758938639500448 0.02135401193841815 -0.3143304509805306 6.205358028411865 False 9 4200 9.257 28.86 13050.595 0.9768815126636451 0.01746176645842228 0.049235772412697436 4.943869113922119 66309.9 0.9762957420131974 0.015231565894815996 -0.036190075506829414 5.215741157531738 False 10 4300 9.289 14.09 13560.797 0.9826234903136775 0.0005809468285613492 0.37427009087797775 4.563592910766602 77716.445 0.9816626320865209 0.0011654022671165245 0.3051061660554614 4.8818511962890625 False