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 30.0 100.9 86129.54 0.9829125157898583 0.0007139993840647055 0.4758574701255004 157.103515625 172980.22 0.9811966741568083 0.004363167403879825 0.46691479678886594 157.5452117919922 True 0 100 35.29 80.18 24202.955 0.9815594642146726 0.008357431150259498 0.15173343600332462 19.404293060302734 30427.316 0.9797699531196031 0.011808353518324398 0.15039518850163738 19.230224609375 True 0 200 35.45 81.27 22760.463 0.9733914767285746 0.03296649545339916 -0.49605487852510755 5.182138442993164 14456.209 0.9739022162895713 0.02913491057555318 -0.4814898664441866 5.138216495513916 True 0 300 36.08 80.12 17821.24 0.9748181250010605 0.03545670261501102 0.460842464820043 5.3751115798950195 15457.609 0.9738487551165204 0.03800882235578026 0.4503622148803539 5.3168487548828125 False 0 400 34.76 81.85 21878.783 0.9757113232117389 0.018183830940474092 -0.30914201566108057 5.8657145500183105 15313.263 0.9758475486840583 0.015659740612008765 -0.28732102591868336 5.803381443023682 False 0 500 35.68 81.29 21209.957 0.9770923459408323 0.008755102443476392 -0.17275452251192946 4.798521995544434 14962.61 0.9772685534335421 0.007224305073186 -0.17584451368609935 4.763225555419922 False 1 600 50.25 80.74 24956.738 0.9746724738951504 0.027644575300102066 -0.46031239265729346 5.040474891662598 15905.136 0.9734075605370236 0.029001444664736118 -0.4579167336823909 5.00151252746582 False 1 700 35.82 80.74 26006.42 0.9732287439604569 0.042540533876968725 -0.46682417470648696 5.578335285186768 14939.838 0.9733834347225743 0.03735268770408004 -0.45948206520414464 5.54998254776001 False 1 800 34.82 79.68 32087.832 0.9770126608735863 0.010405950077923077 0.08813246264403407 16.71697998046875 16113.975 0.9779215047722214 0.006546628315712997 0.05892644192317294 16.563526153564453 False 1 900 35.91 79.62 24437.535 0.976588054886727 0.014471370464298836 -0.2040623539394744 18.777130126953125 15820.795 0.9767051349690502 0.01057474280584746 -0.2048565953541561 18.601224899291992 False 1 1000 35.71 80.28 21842.617 0.9810712573835512 -0.0037816617111211983 -0.46062654768276096 13.003671646118164 19463.322 0.9797128411077267 -3.139374609042931e-05 -0.45068726866268377 12.861740112304688 False 1 1100 35.39 80.97 23714.508 0.9780165166032306 0.0006573670594764893 -0.3898109330159148 8.396162986755371 16481.297 0.977476249290612 0.004338129137637178 -0.39078232056453616 8.303473472595215 False 2 1200 35.65 80.62 30418.824 0.9770940016538722 0.00901235179334929 -0.32256032302829474 15.121298789978027 16045.165 0.9778743686724033 0.00517064451485841 -0.3175976112129177 14.97108268737793 False 2 1300 35.92 81.55 23200.068 0.9775282985766773 0.009314722183231016 -0.48751113721457184 7.5687408447265625 16469.168 0.976939152256595 0.010550151023723085 -0.47897785561043366 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0.0844671280611981 0.5032771724365219 3.5222842693328857 6835.9985 0.9578838523898123 0.07617980745134038 0.48872947594321 3.544318675994873 True 23 13400 30.2 67.33 10233.171 0.9540168554282299 0.08641531963107132 0.5038802499260213 3.440133571624756 7058.706 0.9561463893238484 0.07797164121716237 0.4891719331970545 3.4851410388946533 False 23 13500 29.58 67.38 10217.447 0.9642461720355123 0.07770822838460029 0.4643256699740071 3.855438470840454 8158.369 0.9652670884583876 0.07260342906976851 0.44233368402549117 3.8652918338775635 False 24 13600 29.44 67.57 10226.419 0.9550747233561672 0.08989016162365787 0.49816788357956027 3.431168794631958 6926.113 0.9575533196819583 0.08015901927795432 0.4879789780998526 3.4628713130950928 False 24 13700 29.52 67.74 8337.509 0.9655691512270272 0.06179082913158888 0.43389219564434417 4.463249683380127 7064.2964 0.966255161369375 0.05655619149030229 0.40334208867875676 4.513550281524658 False 24 13800 29.64 67.75 6990.9067 0.9626976486152932 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0.0743681594837833 0.5120208027580732 3.507402181625366 6832.3525 0.964898065337757 0.06505755753279176 0.5064301681029488 3.5064210891723633 False 26 14900 30.09 5.212e+03 6270.0864 0.9544819358541149 0.08260139776287727 0.5354267557019595 3.2703280448913574 6353.0576 0.9576791281199266 0.0720954668626663 0.5226658077680888 3.306811571121216 False 26 15000 215.3 3.995e+03 9344.08 0.9685131395114603 0.04296923216993892 0.5222363106955218 4.030588626861572 7820.5024 0.9705872009216149 0.03459220418706887 0.503129043472868 4.034332275390625 False 26 15100 110.5 2.255e+03 7324.4053 0.9576868463011264 0.07699613629422007 0.499619815554536 3.7067391872406006 6624.9043 0.9604710557744577 0.06722926627589366 0.4821358668968097 3.71464467048645 False 26 15200 87.64 1.851e+03 7340.267 0.9562871006611827 0.0889630092384411 0.48819830014325943 3.841193437576294 6554.1567 0.9589132186523315 0.08045262252669765 0.48860717301907725 3.8018910884857178 False 27 15300 50.97 1.149e+03 7317.0957 0.9637607269451135 0.058640570721673196 0.4664630385124428 3.9309380054473877 7022.1816 0.9663032960347706 0.04855704314656403 0.43531286621413035 3.9521372318267822 False 27 15400 40.13 608.4 6576.3623 0.955232436465835 0.08595279571699849 0.5036363898516498 3.6513068675994873 7622.097 0.9590082793879416 0.0742848415968723 0.49559670402802675 3.664199113845825 False 27 15500 30.38 82.12 6658.3486 0.9542680895927729 0.07848592948472545 0.4946322294550126 3.5625674724578857 6414.971 0.9584840916187187 0.06611399702911551 0.47188747556211413 3.6197309494018555 False 27 15600 30.21 129.9 7821.7554 0.9483930693231692 0.09514263644386316 0.5061144737306401 3.426224708557129 6903.113 0.9530377045129491 0.08177865823915002 0.4898059652857971 3.46907377243042 False 27 15700 30.22 74.79 7756.1377 0.9515207355221539 0.08805728707266579 0.5078658121584109 3.439910650253296 7485.6904 0.9555092390764219 0.07659286208386094 0.4879654461844334 3.4882314205169678 False 28 15800 31.92 854.1 7334.1846 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