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 20.27 81.32 345008.6 0.9724622166506653 0.013759205181031848 0.31641764972270897 142.05174255371094 91650.69 0.978163704962937 0.00581841019381833 0.40205392398268924 145.54556274414062 True 0 100 29.97 68.98 50197.79 0.9719137423817243 0.018240576012849615 -0.37069203167885956 30.832178115844727 49105.77 0.9775316357235047 0.011308554452217564 -0.40720493268905067 29.45872688293457 True 0 200 30.04 67.73 29564.977 0.9701173216113146 0.026505662699483797 -0.3613109654550868 13.420011520385742 54500.22 0.9721056024160107 0.030058814185884374 -0.3966426375941505 12.835529327392578 False 0 300 29.93 80.55 33323.125 0.9815072071601163 -0.002051926272714404 -0.15080848344567913 22.18401527404785 123485.62 0.9818020347866694 0.004423442516317563 -0.20191561503980224 21.09640121459961 False 0 400 30.37 72.36 23439.82 0.9632726584457697 0.06575001499857278 -0.360731263584024 11.402742385864258 42450.996 0.9681709400368175 0.05910080766721151 -0.40081279004315734 10.975377082824707 True 0 500 30.56 73.32 32059.178 0.9819667223354881 -0.006383980775372894 0.2005227252146731 18.436874389648438 110892.016 0.9820582569636337 0.0012608245842058287 0.18691420970764708 17.47869873046875 False 1 600 38.44 77.65 24980.49 0.9719352466906737 0.03396765573045785 -0.3034930178091207 21.11676788330078 56125.395 0.9756068036697255 0.03135745313837334 -0.3513679053634807 20.075023651123047 False 1 700 30.68 141.7 21439.926 0.9693420237936156 0.03060500844202076 -0.3468115908138603 8.063323020935059 56590.945 0.9718361326474613 0.032972609733984005 -0.38980009660849146 8.206321716308594 False 1 800 31.76 67.78 27522.791 0.973575491308781 0.00806349387144069 0.21287174128432634 11.468310356140137 51552.188 0.9786061078996484 0.0006928780503893384 0.18259750061465654 10.835189819335938 False 1 900 29.62 68.1 24206.225 0.9644211322909305 0.04220146637491623 -0.33206401722267004 8.271524429321289 41774.22 0.9706958856225035 0.032363240733993694 -0.38011049563875887 8.186412811279297 True 1 1000 29.98 67.59 20181.092 0.9629305201503439 0.053286100034972146 -0.3350108507557634 6.929605007171631 37644.117 0.9689223300184923 0.04332819414443358 -0.3814084423001714 6.904532432556152 True 1 1100 30.08 68.1 16253.622 0.9647432597888674 0.05223052904146912 -0.2611428118967895 6.095825672149658 47303.832 0.9676704306119933 0.05303952917370848 -0.30951742567885265 6.216202735900879 False 2 1200 29.35 67.52 27270.385 0.9695269904629312 0.025480049233528042 -0.13731309660178 18.37166976928711 46767.52 0.9754510129463417 0.01579775386670772 -0.18117765255780638 17.42548179626465 False 2 1300 29.36 67.78 17085.887 0.9689819498872552 0.035602998744212626 -0.3545035670124473 7.485235691070557 53472.71 0.9701092839597518 0.038949497535330016 -0.40625521646443963 7.964066505432129 False 2 1400 29.48 70.11 18787.348 0.9717725752686834 0.028055064051626995 -0.3618415236053752 8.862834930419922 57678.395 0.972843442325327 0.031116896017462523 -0.410864162573736 8.999493598937988 False 2 1500 29.6 72.26 19155.457 0.9773356505967731 0.010692095206303959 0.25865364702868965 11.47092056274414 33678.816 0.9794208058412148 0.01584460780518697 0.24273849723588606 10.804780006408691 True 2 1600 30.49 67.43 18128.127 0.9627332248750908 0.04748842667232931 -0.13027171022242504 5.630434513092041 12344.614 0.9681014930111378 0.037936916032370004 -0.15513371989070063 5.566359996795654 True 2 1700 30.46 67.32 14427.041 0.9597712111632893 0.0660980335397438 -0.2943117466967247 5.984764099121094 15567.046 0.9638155334096887 0.06269538252270906 -0.33331149726435516 6.317793369293213 False 3 1800 29.54 68.97 21960.809 0.9719688868158972 0.03311052805668011 -0.3220685423900107 6.808206558227539 65242.145 0.9725327572649187 0.03707472391171642 -0.355993932987518 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