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 17.21 72.98 235143.12 inf -0.0001357535612663897 0.42246349997137844 233.4027557373047 601563.1 inf 0.0018695990790213485 0.4078507166132522 231.10452270507812 True 0 100 29.71 56.88 139734.58 0.9692390356373273 0.03464696503849834 0.4400577268707992 30.991886138916016 39639.12 0.969824060534631 0.029674900338518065 0.45394414583313586 31.78704071044922 True 0 200 29.71 56.91 92479.414 0.9795954171692457 0.005805052773426818 -0.4275157132153295 24.46428680419922 66240.16 0.9767225169344427 0.009911209930941575 -0.42563445996209476 25.168167114257812 False 0 300 29.28 56.94 160665.28 0.9863155201783033 -0.005861255545796264 0.4130156731629878 4.4402852058410645 50710.176 0.9853809128192538 -0.00683118067007726 0.38263041833473205 4.503541946411133 False 0 400 29.28 57.01 178952.78 0.9758122904390124 0.015624332393153615 -0.3626878958482458 6.336407661437988 47144.24 0.9763644989014107 0.013269216356575074 -0.3893488830171713 6.494093894958496 False 1 500 39.42 57.03 224783.3 0.9760920463499592 0.012373164616465423 -0.29124315940375234 19.45699119567871 44188.93 0.9764411826239602 0.008491810155930965 -0.33529943649156946 20.059833526611328 False 1 600 29.18 56.89 32681.758 0.9867174582526825 -0.013223950719153004 0.4264377351018173 6.320369243621826 55070.055 0.983243529024312 -0.00766169498123156 0.4083280786441045 6.501056671142578 False 1 700 29.17 58.74 50016.74 0.9864816821966282 -0.007147661378975859 0.4265179268517488 8.53052043914795 112517.1 0.9833006738417108 -0.0023486426107458417 0.4100286340605419 8.789939880371094 False 1 800 29.19 57.21 92037.914 0.9866307122674867 -0.012814267852891697 0.4282158347361604 13.342023849487305 48999.867 0.9859005418003863 -0.014472495697515438 0.41513226147090004 13.716002464294434 False 1 900 29.22 56.78 296676.25 0.977121882722479 0.010323304135624219 0.35439354501124243 4.369086742401123 49519.65 0.9777847307943397 0.005762681685451194 0.3199765755580571 4.430798530578613 False 2 1000 29.1 56.77 30592.451 0.9822082628964847 -0.003415700194439039 0.3980394269756827 10.3809232711792 44270.223 0.9795731828221049 0.0010069911488717507 0.37035402923095667 10.711871147155762 False 2 1100 29.27 56.76 54463.016 0.9841868784146228 -0.0008824306201071058 0.37016467723885826 4.123218059539795 132780.66 0.9813818079810327 0.0031940551894262125 0.32795305620876986 4.216197490692139 False 2 1200 29.16 57.04 153240.7 inf 0.0071821797016776556 0.4224382288482998 5.116518497467041 399102.78 inf 0.009512326650488498 0.4041065503484322 5.097688674926758 False 2 1300 29.11 56.76 31627.277 0.978122571647648 0.013750302032899628 -0.3358745350628314 6.607321739196777 88264.87 0.9765512708162285 0.014009189895068632 -0.35377272686199546 6.375569820404053 False 2 1400 29.1 56.71 31373.547 0.9829248694749699 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0.9713576877069786 0.024394252837194843 -0.4436469250410507 6.450405597686768 36468.613 0.9719195580606428 0.018335933739079564 -0.44502616737583073 6.6182379722595215 True 4 2000 29.57 56.71 78699.195 0.9817913749178133 -0.005645255295845192 0.4117164345321031 4.13743257522583 42368.168 0.9816875128926682 -0.008470465326859047 0.3955995589761022 4.114189147949219 False 4 2100 29.13 56.71 90209.92 0.9812414838684579 -0.004892635853419924 0.4327472708644516 7.004724979400635 42208.887 0.9811038571480454 -0.007812368553254574 0.4190810751489298 7.203968048095703 False 4 2200 29.08 56.93 70350.72 0.9827988720124918 -0.004529601439116984 0.41778477571066425 6.613597393035889 189389.16 0.9799781138485825 -0.0005249147959284767 0.3873555594213418 6.83547306060791 False 4 2300 29.05 56.76 27523.793 0.9790744101727052 -0.006375277270603674 0.4047241899532967 4.466904640197754 38878.66 0.9779765455047109 -0.009452330430900551 0.3686710341420467 4.371883869171143 False 4 2400 29.08 56.72 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3900 28.98 56.92 36977.277 0.9786497746698366 0.01019603609969075 -0.05507094256704546 5.910947322845459 102047.375 0.976919925370519 0.0111756536749939 -0.12205848196347327 6.10983943939209 False 8 4000 29.08 57.1 30292.018 0.9724000372733499 0.022535634006763287 -0.3436468998035156 7.647049903869629 42474.133 0.9722861806740675 0.019222790957094792 -0.37861524614390557 7.4891767501831055 False 8 4100 29.02 56.69 70672.4 0.9747191677220561 0.017026172491022194 0.1842207819452588 4.6242146492004395 41914.176 0.9755204978603844 0.011326334287521512 0.11617794278036069 4.651320457458496 False 8 4200 29.11 56.77 29166.502 0.9811828685672278 0.002485920457267108 0.3629891062763062 6.529326438903809 71877.04 0.9790782978361383 0.004601476450666956 0.31062044850232495 6.738241672515869 False 8 4300 29.12 56.95 39441.855 0.9712916318108312 0.029093115057281748 -0.33998491778879086 5.343451023101807 37681.043 0.9713731789043656 0.022324978860530646 -0.37199810601355215 5.427689075469971 False 9 4400 29.06 56.74 27521.203 0.9741406677264464 0.013529468783523504 -0.04426203323564351 8.056787490844727 38218.867 0.9742340938628926 0.007695583543882279 -0.10573795275366502 8.337910652160645 False 9 4500 29.09 56.84 31948.96 0.9725024719350838 0.02169057113643097 -0.36363543287002786 6.311642646789551 36796.8 0.9732934450161181 0.015096620182418304 -0.38525180616932314 6.494821071624756 False 9 4600 29.08 56.91 47064.555 0.9728130973311879 0.022680011053269465 -0.3501257428029063 5.894205570220947 38214.273 0.9739910254925631 0.01695933490722238 -0.37415569400899346 6.017897129058838 False 9 4700 29.1 56.77 19512.05 0.9710852815024394 0.02786902505319349 -0.3642437072434549 5.768208026885986 42121.066 0.9707592953520638 0.02514389468959736 -0.39563090391837685 5.881284713745117 False 9 4800 29.09 56.75 24626.03 0.9763903622613112 0.013344561505171246 -0.30689999755422437 5.521722793579102 52827.668 0.9750246666066471 0.013462693448073087 -0.35254811078047354 5.502506732940674 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