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 5.736 20.68 142871.72 0.9812724677689589 -0.0036793575479522477 0.1968117711659551 4.971623420715332 663909.25 0.9815026852466132 0.0033492825725295896 0.22604390208160186 5.199221134185791 True 0 100 10.1 18.89 27953.682 0.9784868338857803 0.010770718512784177 -0.36169044240822995 8.246225357055664 95924.664 0.9784951044207711 0.018160798532409223 -0.3886482174305852 7.84407377243042 True 0 200 10.31 18.67 40317.74 0.9728983664653863 0.011635282000825429 -0.3572811527641571 23.563085556030273 55262.918 0.9783427454748425 0.00455836465585174 -0.38864721509736266 22.414602279663086 True 0 300 10.23 18.59 25540.682 0.9708284087288139 0.03965829835626071 -0.36794586954481767 17.505678176879883 56195.008 0.9746849703190745 0.03580894926012905 -0.3999024264377441 16.621280670166016 False 0 400 9.815 18.56 26037.904 0.9681891582790627 0.04010567644537996 -0.3721185255134265 6.460520267486572 51721.914 0.9730181367707941 0.03286247619554406 -0.4109147140107665 6.614438533782959 True 0 500 10.15 18.66 25215.387 0.9730085236080819 0.01679663402991095 -0.3733728476616714 23.82300567626953 58634.207 0.9760395407038746 0.022725628210462073 -0.4052047900836756 22.6768798828125 False 1 600 11.58 18.6 26430.61 0.9808715808109083 -0.010343970876664976 -0.36959272044891467 23.980770111083984 83841.63 0.9813835549306681 -0.002977525432159586 -0.4060020090916827 22.837064743041992 False 1 700 9.777 18.58 39602.13 0.9698313859983948 0.023177024509923 -0.3618263113631378 8.116634368896484 52890.69 0.9757809936894468 0.014453126890843517 -0.39733415390508164 8.594918251037598 False 1 800 9.787 18.99 28122.404 0.9702471232530507 0.02271941788824782 -0.35497097020137786 14.212512016296387 54206.465 0.9751967115309588 0.014087945471332883 -0.39335373634387927 13.5125150680542 False 1 900 9.821 18.66 25990.975 0.9736589424593474 0.003093623217085299 -0.3738268291412662 23.556005477905273 59502.66 0.9768795096553677 0.00953668377231358 -0.4129428106217286 22.412187576293945 False 1 1000 9.788 18.72 26121.428 0.9734642133692194 0.008495092729517614 -0.38223185271417576 19.414155960083008 59487.445 0.9767713478877164 0.014715668212317281 -0.42124461212265285 18.413497924804688 False 1 1100 9.825 18.59 26143.95 0.9726242135462972 0.036979725663122506 -0.38308423753902926 8.47465705871582 58125.547 0.9762542457660113 0.03334277204328148 -0.42265726347144156 8.090559005737305 False 2 1200 9.721 18.59 30482.309 0.9718920235221087 0.012392202464853709 -0.35515155788098046 19.520633697509766 54470.293 0.9771781117874949 0.004560105086492949 -0.39439372438395787 18.524059295654297 False 2 1300 9.763 18.58 24839.72 0.9719889958650545 0.028362427102353455 -0.36523459413021225 16.69072151184082 56510.188 0.9760492018670444 0.02007244856239851 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0.0062147988736416596 -0.38251700610440403 8.16763687133789 False 3 1900 9.756 18.64 20673.39 0.97254066148041 0.01995900399457761 -0.33365221986727917 6.7625250816345215 57997.1 0.9756511917870547 0.023281601776946877 -0.36519041717751294 6.634255409240723 False 3 2000 9.798 18.99 21228.234 0.9767872640517138 0.0026517080299814397 -0.3553671569985878 6.396543502807617 66829.57 0.9779730949876979 0.009564432762127859 -0.3899589686026088 6.309269905090332 False 3 2100 9.726 18.87 20068.44 0.9709238773875429 0.041021548564936706 0.2699000756191082 5.438465118408203 55074.965 0.9745380423924103 0.04157747308064354 0.2703597270247737 5.2697434425354 False 3 2200 9.738 18.63 18711.47 0.9670259335430372 0.06202858073674693 -0.31879809019043903 5.5788187980651855 47573.824 0.971573089145735 0.05638365481366973 -0.35132247413165735 5.786437034606934 True 4 2300 10.03 18.56 17681.26 0.9695864174888604 0.045914825348660745 -0.29206214418188575 5.543384552001953 51953.55 0.9730623183828949 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0.05025426778638425 0.23834549793159343 4.681270122528076 True 6 3900 9.341 18.55 12003.911 0.9562548568285653 0.06446743925907844 0.15004414092863086 4.753150939941406 28125.629 0.9602846282989163 0.06259214325359198 0.12198731779730258 4.860694408416748 False 7 4000 9.53 18.49 11375.263 0.9553399933317018 0.07653486519537629 0.26626025858865804 4.687572002410889 21222.188 0.9617033595723196 0.06765166229319229 0.25591971568014726 4.672322750091553 False 7 4100 9.733 18.51 11501.045 0.9507289622138279 0.08318506115379676 0.25952455765481 4.494800567626953 19254.338 0.9576988794690078 0.07388312440863228 0.24956716371696738 4.615506172180176 False 7 4200 9.743 18.53 15016.884 0.9578583707704731 0.07037139231648562 0.3334497019258935 4.412075519561768 24113.828 0.9630129518718167 0.06538679984586458 0.3475982933204063 4.379554748535156 False 7 4300 9.739 18.52 14121.293 0.9519392526788336 0.0739928226420512 0.19267585143125562 4.7922282218933105 18099.969 0.9605261984301655 0.05969150487893046 0.15674892993342038 4.84201717376709 True 7 4400 10.08 18.49 30148.32 0.9626214872626274 0.04682728269272858 0.3196647796465864 4.333189487457275 29245.328 0.9708029208029947 0.03325004247980382 0.3343040385192164 4.375227928161621 False 7 4500 9.775 18.65 16858.346 0.9596416304830907 0.05905810076050123 0.058980201336628096 5.520542144775391 26161.281 0.9671563399083615 0.04652789673636006 0.02672806392375529 5.454874515533447 False 8 4600 9.406 18.62 18172.44 0.955417660892022 0.06575347320538243 0.130430366771886 5.741785049438477 20780.615 0.9644672986028401 0.05096566475386148 0.09895612772403159 5.589523792266846 False 8 4700 9.771 18.67 13205.621 0.9586431636324846 0.07674485488096157 0.31688023075124944 5.151342868804932 28247.893 0.964520771814386 0.06972026664883894 0.32734122114756914 4.959933280944824 False 8 4800 9.761 18.69 13326.244 0.952583294559123 0.07482059812318288 0.2792897444384772 4.478360176086426 34461.887 0.9574233577186674 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