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 19.91 78.65 1800415.8 0.9693595857169832 0.015198811132029467 0.39480800825026563 194.94850158691406 130719.234 0.9710679306633028 0.00894969853112 0.4005769763574827 194.01930236816406 True 0 100 29.96 65.01 321790.94 0.9709569041296436 0.00911722930685178 0.38353017035057746 41.02728271484375 52449.94 0.9725507824183537 0.0029807136640559117 0.376637134049089 41.078147888183594 True 0 200 29.83 63.61 356201.78 0.9709197458409885 0.009430931297914346 0.37328031237112064 23.29920768737793 57505.43 0.9725393783435738 0.003069683886564561 0.3735544886634096 23.252071380615234 False 0 300 29.79 63.0 176766.86 0.9809225630215845 -0.016772927764250826 0.3877311937585959 19.700040817260742 61338.16 0.9812783018795939 -0.018879683643507575 0.38762602525268514 19.66775131225586 False 0 400 29.55 63.1 67395.84 0.977541489653469 -0.0027976910443908575 0.3830983839719049 16.13010597229004 77071.516 0.9758705329800059 0.0016433360206717913 0.3810568435840231 16.097980499267578 False 0 500 29.54 62.82 101443.75 0.9779882931735928 -0.017427083328122962 0.36909475361548016 8.280778884887695 54059.258 0.9778760291605896 -0.01946157798055063 0.3687467760100029 8.176996231079102 True 1 600 43.23 63.46 63315.695 0.9648975095956248 0.02981577853726571 -0.13885661271637437 4.019381999969482 51050.12 0.9633874489996382 0.03181403031968542 -0.17265685114959248 3.8033621311187744 True 1 700 30.28 62.89 86481.07 0.9842689492454316 -0.01843240693155062 0.38210769108900633 5.961059093475342 67028.28 0.9833736678903107 -0.01761080425158501 0.38081234801844843 5.8820695877075195 False 1 800 29.45 62.83 143793.84 0.985291947517597 -0.017402010234992448 0.37145727913697996 3.424456834793091 59369.47 0.9853542269537559 -0.019271193686934567 0.3626618808797211 3.244185447692871 False 1 900 29.36 63.14 63111.176 0.9761063083500661 0.004218695709615403 0.3730696818220255 6.20697546005249 101023.305 0.9741650161037564 0.009200292749432043 0.3695207766937899 6.089972496032715 False 1 1000 29.18 62.94 101130.055 0.9781878131506887 -0.014665736004098824 0.3709694506473688 8.259147644042969 53448.508 0.9781237501842585 -0.016779399314537605 0.3612332413259656 8.16135311126709 False 2 1100 29.11 63.26 136438.25 0.9732724492677901 0.010477268492532086 0.35594912408864715 8.375309944152832 271910.78 0.9710606938055097 0.016090455050798202 0.3534728700275815 8.254460334777832 False 2 1200 29.33 63.12 60270.195 0.9636862078293603 0.03411775258621159 -0.36362700099193207 4.514265537261963 47888.047 0.9625305729072515 0.03677719800026035 -0.39344297510766985 4.311347484588623 True 2 1300 29.71 62.75 114791.1 0.9781977573975252 -0.013527293394840914 0.37555436724871744 5.99875545501709 53391.008 0.9788487584271564 -0.016741535973186058 0.3704531043562638 5.853286266326904 False 2 1400 29.86 62.82 773971.44 0.9714333862958362 0.006524496903955237 0.3766112821556785 11.418089866638184 79515.41 0.9729007803865751 0.0008052974207978245 0.3645159647485254 11.313407897949219 False 2 1500 29.46 64.89 880131.4 0.9716472318622613 0.005848732928010523 0.369878720844744 5.408911228179932 86063.55 0.9730614592245521 0.0003972508145707605 0.3553578952913448 5.258908748626709 False 3 1600 29.29 63.29 108177.164 0.9682666133189407 0.016138263125280647 0.14055600215428277 4.641700744628906 49026.64 0.9679892634123546 0.012721547661408324 0.09374521958688772 4.439689636230469 False 3 1700 29.66 63.23 50406.184 0.9744234616822088 -0.0026102612009288747 0.35027817477881473 3.880565643310547 60270.125 0.9731235445443139 0.0017378658731823755 0.32785128756386883 3.6255600452423096 False 3 1800 29.47 62.7 100392.51 0.9752281712905168 -4.9217843131447444e-05 -0.35406802872815585 10.42821216583252 121110.94 0.973118046014473 0.005497366297147118 -0.36533518358241956 10.297228813171387 False 3 1900 29.34 63.37 101970.8 0.9682593275343419 0.007140738276362121 -0.32312674391082313 3.970891237258911 48286.445 0.968352816485763 0.0009009848871600787 -0.3442900990405758 3.7348642349243164 False 3 2000 29.43 62.75 90326.266 0.9752961184820857 -0.000423865785868047 -0.2894488064595564 5.829301834106445 100629.29 0.9732073184313607 0.005020236156663372 -0.312705878433821 5.646596908569336 False 4 2100 29.25 62.38 83820.46 0.9691655929424414 0.003621102411198723 -0.2871814142167194 5.365574359893799 51742.383 0.9682477637534213 0.00883796452028002 -0.3049513524586868 5.176974773406982 False 4 2200 29.48 62.79 162268.33 0.9712767799306269 0.004105902598236592 -0.3372002633922466 4.425962448120117 49083.01 0.9726378286017658 -0.0017108880488833386 -0.34698086375947573 4.211381912231445 False 4 2300 29.34 62.81 187370.89 0.9736720041182962 -0.002263630298605762 0.11168013608644466 3.7495179176330566 53105.473 0.9748908913637536 -0.007084295084235098 0.07407118088473905 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