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 5.587 13.07 351743.25 0.9810482928729221 -0.0012199789472289331 0.2538035973251138 479.653564453125 934761.9 0.9812334616538908 -0.008026711999587731 0.29071486168212596 473.192626953125 True 0 100 10.16 11.71 114975.49 0.9793549176427165 0.004815346711828777 0.3616154101070409 34.26485061645508 80321.32 0.9793171221491086 -0.0023143033993499986 0.37103595839306913 36.334556579589844 True 0 200 10.06 11.6 59204.605 0.9796414655218493 -0.011045538591666033 0.39524147206628046 22.497507095336914 62076.52 0.9756775143591621 -0.013516966894409363 0.33170443135551914 24.169403076171875 True 0 300 10.21 11.79 93488.695 0.9675179466815976 0.0365983544386878 -0.40992115872393864 11.239635467529297 48451.32 0.9639636281327316 0.02978848365403671 -0.25917625125272514 12.135278701782227 True 1 400 10.43 11.59 67606.58 0.982776631379239 -0.0037635613304735326 0.39742523933373924 22.53718376159668 88629.81 0.9828051926949863 -0.009843528962783604 0.3138089060362802 24.29630470275879 False 1 500 9.681 11.55 55731.7 0.9810873317154981 0.003441161461158607 0.3013569225447464 10.483195304870605 79793.13 0.9813429009807193 -0.004517322721297125 0.22896115169447692 11.537328720092773 False 1 600 9.707 11.66 532209.2 0.9868782170219282 -0.013307761113720952 0.3921572905814357 4.4175333976745605 65791.92 0.9770093947772585 -0.006254504277750753 0.32053054239074535 4.9560112953186035 False 2 700 9.621 11.71 60607.94 0.9866534477918599 -0.006342708814676863 0.40022267414429924 6.469991207122803 137108.84 0.9870254545281841 -0.01201096011903698 0.3348228077244338 7.43276309967041 False 2 800 9.559 11.55 748754.4 0.9763937058748677 0.004624615861256417 0.3926458756597729 14.687853813171387 68319.02 0.9672564555344317 0.012333075825017564 0.29508247934199683 16.186140060424805 False 2 900 9.654 11.48 79302.94 0.9841889190751415 -0.008923746645690473 0.3816961216981129 13.3935546875 119830.766 0.9845055761941008 -0.015571759958470738 0.2713846105826753 14.780988693237305 False 2 1000 9.143 11.81 73506.625 0.984705117914227 -0.00894049499604404 0.3811095773862491 5.297282695770264 92673.79 0.9848843366027077 -0.015836485560464186 0.27164844420605444 6.010239601135254 False 3 1100 9.671 11.69 53353.246 0.980588022872203 0.002075072343748465 -0.06619245513074364 8.767007827758789 175591.33 0.9817786998536236 -0.007104250814403401 -0.18944710760927097 8.495036125183105 False 3 1200 9.675 11.7 286471.84 0.9764139136957384 0.0063133671262437805 0.0709753576787245 5.23390531539917 56682.363 0.9678888767418061 0.011714126546306795 -0.07468890125287642 5.751367092132568 False 3 1300 9.664 11.63 873395.0 0.9745515925178355 0.0124101746798641 0.07833008523967923 6.612797260284424 69200.5 0.9661323408971627 0.01754297118957328 -0.08069178110995398 7.426468849182129 False 4 1400 9.555 11.48 312393.0 0.9792009978576602 -0.004615883822636026 0.3724832535047124 8.092516899108887 58495.28 0.9699096495460123 0.0035229286457768997 0.25861887306278736 9.163393020629883 False 4 1500 9.131 11.51 91304.664 0.9857961812045175 -0.007917373626285291 0.38871990919719773 4.498269081115723 246819.48 0.985997626779372 -0.013445032923767638 0.2987932263225589 5.004968643188477 False 4 1600 8.209 11.62 88617.58 0.9816421285003255 -0.00939495872981853 0.3678566486505502 17.555017471313477 77321.58 0.9806604022932258 -0.015768653208278294 0.25594752853538033 19.079387664794922 False 4 1700 9.576 11.53 66573.305 0.9820134779926725 -0.005778547286714875 0.21141976656931055 10.6095609664917 184829.39 0.9826293943006283 -0.013401396569886091 0.14968989447926773 11.625197410583496 False 5 1800 9.365 11.51 274354.03 0.9765661745243015 0.004082251842860917 0.33840039078869255 7.935698509216309 58313.582 0.9676470293100078 0.011080229865888903 0.22318948699533278 8.805220603942871 False 5 1900 9.751 11.57 37588.977 0.9800287822099698 -2.8912081114021258e-06 0.1292944661682738 5.859382152557373 83129.016 0.9805632109996975 -0.008017856560442417 -0.015786865045338105 5.80465841293335 False 5 2000 9.7 11.47 746706.4 0.9758517490303789 0.006718468698948053 0.3673236177082165 10.1309814453125 67297.14 0.9669305584926324 0.013636364764786201 0.21928931172538302 11.228962898254395 False 6 2100 9.534 11.53 181452.1 0.9762878113589478 0.003790192994137324 0.38807175593285137 13.424635887145996 54922.184 0.9673651786473971 0.011085245887730766 0.24598951739986066 14.689679145812988 False 6 2200 9.662 11.53 487416.97 0.9797609679304136 -0.006084927590285967 0.38186742926631373 6.344047546386719 66087.15 0.9703241438643385 0.0024098556646932404 0.25393672281924556 7.34467077255249 False 6 2300 9.651 11.6 154440.36 0.9759653834906541 0.005977433983469729 0.31595886541758106 11.883957862854004 55053.098 0.9671302452474423 0.012561670981849503 0.12820476366387742 13.08236312866211 False 6 2400 9.435 11.45 209538.73 0.9739976629810622 0.014239544122075409 -0.3570024223957152 5.777717113494873 56319.242 0.965364616086635 0.020129982934808464 -0.34512388834025154 6.180624961853027 False 7 2500 9.646 11.55 62661.98 0.9777931024545428 -0.005227023661132118 0.3360977392292152 6.354704856872559 54640.523 0.9701674359059803 0.0022479595676420314 0.17701086306008235 7.219018936157227 False 7 2600 9.637 11.49 43609.613 0.9744512656695683 0.0029343303755205484 0.2696069992210821 6.643596172332764 54936.586 0.9684176776425656 0.00792196660099809 0.04948190488674899 7.439671993255615 False 7 2700 9.812 11.53 57375.145 inf -0.003089540889701685 0.2735806868951537 4.616991996765137 106734.03 0.9838596723890398 -0.01070185851880404 0.16276284109825118 5.030198097229004 False 8 2800 9.461 11.45 64115.91 0.9766081161616526 0.0022291726543206963 0.33656669743698525 6.873849391937256 55036.445 0.9681284651588562 0.008965276453437344 0.14450345865246142 7.746493816375732 False 8 2900 9.638 11.41 43677.098 0.9737401952517183 0.012064389608822657 -0.09468487745551944 6.309323310852051 57123.31 0.9699338439508551 0.003195184092034801 -0.25876469253205936 6.997929573059082 False 8 3000 9.668 11.46 84428.32 0.9789676107746739 -0.003413406106848769 0.3612169672193338 4.939248561859131 55765.637 0.9697265559816727 0.004580000088757744 0.21810450103302745 5.6020684242248535 False 8 3100 9.662 11.59 75262.05 0.9830715641545417 -0.004023325582189702 0.3627966432687985 4.380031585693359 146686.94 0.9839523832322946 -0.012160692312920732 0.251661232516681 4.817419528961182 False 9 3200 9.602 11.72 52021.27 0.9820713548041006 -0.004106001852923563 0.3547485833295414 5.4630889892578125 94103.01 0.9827681153137031 -0.012134677169183181 0.2268073635876673 6.165254592895508 False 9 3300 9.742 11.46 39265.477 inf -0.013242022859196137 0.3578594403694578 4.475216388702393 56199.477 0.974504628956097 -0.006976314486672195 0.24972613014277956 4.865490913391113 False 9 3400 9.748 11.45 33817.637 0.9737152338326807 0.010305002656751381 -0.07099513251434095 5.65186071395874 55347.184 0.9679721721194138 0.012405805465576033 -0.22514647616746467 5.777369976043701 False 10 3500 9.602 11.44 31192.445 0.9801042396827699 -0.002294329974388579 0.22273086109299875 4.990645885467529 71121.27 0.9796272066378703 -0.010354314438976867 0.04963054356350277 5.564117431640625 False