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 16.9 75.84 731382.0 0.9760170302276728 0.01172865742200922 0.39483477852836635 253.72654724121094 75911.266 0.9761423504101777 0.008973785212780245 0.36436735557473543 253.34864807128906 True 0 100 28.99 60.55 66208.055 0.981927974713532 0.0009573079778078556 0.38457818580667147 25.945619583129883 113631.83 0.9808930387905122 0.002794723450957595 0.34856009089689166 26.11601448059082 False 0 200 28.95 60.61 36800.402 0.9755998482738014 0.009600847380172868 -0.43721506838727314 23.711009979248047 30372.336 0.9751537912951721 0.007599028879953634 -0.42006586982138794 23.872905731201172 True 0 300 29.16 60.61 30280.258 0.9780016831416014 0.010255447908368166 -0.35419793991327114 8.157390594482422 40070.633 0.9771918095214506 0.010918423834627822 -0.32580135644972463 8.263354301452637 False 0 400 28.79 60.64 45298.72 0.9789262328809955 -0.00305266209389839 0.41751613949108585 22.195457458496094 31976.52 0.9784470942697211 -0.004044944161980803 0.38761550901371966 22.36244010925293 False 0 500 28.79 60.61 80354.66 0.9785322797282862 0.002614377477875721 0.41612704632828523 9.871711730957031 33650.02 0.9783424785946997 0.0010945179249605844 0.3825493743323623 10.01436996459961 False 1 600 34.28 60.64 26159.664 0.9841276895923973 -0.009812193787254259 0.4151870839051356 8.051374435424805 41885.035 0.9828459899820942 -0.006614601563320521 0.37753815398723245 8.19825553894043 False 1 700 28.73 60.63 85694.11 0.9783216936620125 0.004417847501518572 0.0970551279802386 5.346895694732666 31995.053 0.9783808897140677 0.0019100437608721803 -0.002692641079961522 5.470635414123535 True 1 800 29.24 60.62 103265.016 0.9793811665414573 -0.0004378333883562864 -0.24962765540250534 8.978596687316895 35414.586 0.9790677154858928 -0.0015794527819424549 -0.28412930028094874 9.1205415725708 False 1 900 28.92 60.62 28104.998 0.9791197792169023 -0.009214961645594318 0.4135720246520192 6.236291885375977 32823.695 0.9784156014943797 -0.008929097513109423 0.37058503011598615 6.433164119720459 False 1 1000 29.06 60.69 26140.555 0.9833906609942725 -0.005699042702464917 0.40865897364337184 9.080462455749512 50776.7 0.9824603048945059 -0.0034914809162825736 0.3607441008660251 9.245261192321777 False 2 1100 28.88 60.6 40928.0 0.9765267445896909 0.006237780406871398 0.11777096950532838 14.744918823242188 31072.197 0.97628160495651 0.004082531767698374 0.05736486138296997 14.891328811645508 False 2 1200 29.06 60.64 29799.541 0.9830536918425619 -0.005136387627844262 0.3851885960367507 14.92017650604248 57424.86 0.9822409901560446 -0.0033269677767240177 0.329993306457008 15.085591316223145 False 2 1300 29.06 60.55 35609.84 0.9764697654369523 0.008124676249830962 0.2205733264294053 5.589892864227295 30264.535 0.9763139942346429 0.00564541537443513 0.16693263334904188 5.687525749206543 True 2 1400 29.49 60.57 38680.51 0.9824737633396683 -0.0022773184308555513 0.3750478824963303 10.235328674316406 83594.58 0.9816598371535725 -0.0004895216046496934 0.3222968326050888 10.37589168548584 False 2 1500 29.06 60.61 24740.258 0.9822014513750724 -0.005891788259195315 0.3820119017119847 12.314825057983398 44675.906 0.9814031015405403 -0.004265310715105529 0.3168727667734378 12.460587501525879 False 3 1600 28.87 60.67 28108.398 0.9836831709485896 -0.00716622129072893 0.33702116575598257 9.334490776062012 59377.28 0.9829345022371694 -0.005497939424575523 0.2738717534975543 9.507951736450195 False 3 1700 29.07 60.59 30974.725 0.9750723790249458 0.01266432495036991 -0.3559136267553796 4.904044151306152 30851.19 0.9750284525498788 0.009843959714722602 -0.3818329910620246 4.994830131530762 False 3 1800 29.07 60.55 44924.21 0.9778281024667087 0.002671140996938841 0.3197333831168458 8.933459281921387 31568.334 0.9775761455701502 0.0007653440203189163 0.23847923634858545 9.078032493591309 False 3 1900 29.06 60.69 50229.17 0.9789311644482497 0.0011177260941717725 0.3385597685731314 6.195724010467529 32609.152 0.9787170014585124 -0.0008980682068964783 0.2754797683705162 6.3573899269104 False 3 2000 28.99 60.62 28587.455 0.9780184497936156 0.00020928656089396426 0.3468284259618581 6.222215175628662 31536.465 0.97767965006749 -0.0020708920290905992 0.2754429256519484 6.390733242034912 False 4 2100 28.66 61.12 19098.408 0.9805356356854688 -0.0015511039150216978 0.09561965897336053 4.824793815612793 41369.1 0.9800699777403252 -0.000988328577486886 0.007481902065280971 4.950223445892334 False 4 2200 28.94 60.62 70668.97 0.9811017729845292 -0.003084687794957648 0.29166915092536405 4.63104772567749 33965.49 0.980727147430944 -0.004425643088314237 0.22713309622821318 4.988162517547607 False 4 2300 29.03 60.97 27432.96 0.983795111330639 -0.00585319550202823 0.32036942194847623 6.349757671356201 48925.17 0.9831530753756188 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0.9729597881914684 0.02303509478809445 -0.32350620757815746 5.912666320800781 True 5 2900 29.31 60.58 29024.688 0.9787471726535225 0.0008896093944639169 0.36178204084938886 5.275228500366211 31518.115 0.9786529433411487 -0.001500091407904885 0.3014275063613303 5.494050979614258 False 5 3000 28.79 60.59 21998.48 0.9780571408953644 0.002170789139994506 0.34308100549491216 4.34313440322876 33686.793 0.9777412439617855 0.0028529509326313623 0.2742028474774957 4.552518367767334 False 5 3100 28.83 60.58 18282.756 0.9790464679814197 -0.00011234292817990392 0.30296752564967055 4.709856986999512 37048.625 0.9784415016647041 0.0006495406972435974 0.2076491891433737 4.854713439941406 False 6 3200 28.83 60.58 17462.95 0.9782496619812936 0.007419818506226492 -0.09014175550569821 4.848771572113037 38218.98 0.9779411750622162 0.006759382083585969 -0.13561684715671263 4.996800899505615 False 6 3300 29.05 60.59 16889.525 0.9753545916901281 0.013998961046405554 0.30089468995612567 5.621128559112549 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12328.818 0.9441877604350227 0.09504495750501138 0.44233142989413976 3.796839475631714 False 32 16900 29.0 60.51 9988.436 0.9252555509976056 0.12885872443636967 0.4755132561182369 3.618525266647339 11645.796 0.9396945313518834 0.09815598610638326 0.44717972205821727 3.777674913406372 False 32 17000 28.99 60.57 7446.2896 0.9327763200573624 0.1356374338711984 0.47810309900995246 3.817918062210083 13011.391 0.9444620438273763 0.10372349119252694 0.45222234355334334 3.9638571739196777 False 32 17100 28.97 60.58 7562.195 0.9249956387825012 0.1399570727980262 0.4802869713512859 3.652623176574707 13177.291 0.9404911292149651 0.10352159504987025 0.4536663231134079 3.7746481895446777 False 32 17200 28.96 60.59 6974.5703 0.9240495303050454 0.13984118679956406 0.4830992491814977 3.6125006675720215 12093.604 0.9397389657373332 0.10399276818041092 0.4569832606048855 3.75 False 33 17300 28.76 60.55 8199.547 0.9201418596673133 0.13999061501634913 0.48533912483128744 3.5899956226348877 11915.669 0.9382405393676019 0.10107612620316872 0.4526664251399353 3.7498481273651123 False 33 17400 28.8 60.53 7809.5103 0.9192977879248113 0.14587957250258077 0.48687413083907094 3.6070313453674316 11811.382 0.9367915801072344 0.10695117828459683 0.4533494976094675 3.7591729164123535 False 33 17500 28.79 60.47 7711.962 0.9193606588676293 0.14916243744385135 0.48552316343984164 3.5797834396362305 13220.722 0.9387425405163683 0.1051206011276803 0.4516256880081377 3.774878740310669 False 33 17600 28.82 60.47 8041.5127 0.9144942701296895 0.15287673921416275 0.4868761054314522 3.5699613094329834 11263.672 0.9348716965828836 0.10814914053610189 0.45035723514853243 3.8027799129486084 False 33 17700 28.7 60.5 7490.8574 0.9148307399828781 0.153469440869232 0.48583837862752344 3.5648348331451416 10463.957 0.9349077765576878 0.1093677972287951 0.4540106381756994 3.737941265106201 False 34 17800 28.54 60.52 6955.545 0.9221277848769338 0.1558202857582103 0.48338890812267066 3.679537296295166 11789.068 0.9395186991242117 0.11298136272740494 0.4528821121031621 3.803593158721924 False 34 17900 28.56 60.55 7159.321 0.9129750084471203 0.16062091098792272 0.48687419304595586 3.5620598793029785 11008.083 0.9350635179709309 0.11146073786721208 0.45285299676515933 3.7428107261657715 False 34 18000 28.49 60.56 6204.71 0.9181067415795248 0.15515973809899586 0.49369754417313627 3.5514190196990967 10932.32 0.9387653417505378 0.10693549204955159 0.4578369505560262 3.745753049850464 False 34 18100 28.57 60.51 7014.094 0.9088797107183919 0.146809829220528 0.5081344290162789 3.5540761947631836 12749.977 0.9335292333202394 0.09792349590464913 0.4765305021575656 3.703038215637207 False 34 18200 28.61 60.53 6278.7554 0.9160318205075756 0.14850753341800993 0.49230716914975403 3.55729341506958 11542.286 0.9368554069420819 0.10272317952605443 0.4636427457957097 3.707273244857788 False 35 18300 28.43 60.52 6192.6416 0.9104467048523854 0.1658671287160937 0.49224485652864797 3.5330777168273926 11045.205 0.9341128362871729 0.1142239053166356 0.4547144454436614 3.758037805557251 False 35 18400 28.85 60.52 6586.2705 0.9081822829335353 0.16942929252790156 0.4917453001145676 3.537712335586548 11199.569 0.9343115262210051 0.11385871373972593 0.45522924846150625 3.7507052421569824 False 35 18500 28.85 60.51 6267.7773 0.9123739724060704 0.1599454815160729 0.4892737823047391 3.6474099159240723 12506.686 0.9351766966530297 0.10929399253603775 0.4535732483641626 3.888434648513794 False 35 18600 29.05 60.55 6954.915 0.9096607776533533 0.1584148230901023 0.4879888581843578 3.557605028152466 11430.625 0.9342449828622839 0.10560752114655327 0.4538483571748051 3.764230966567993 False 35 18700 28.78 60.51 6142.2837 0.9077548222716532 0.1654385395878611 0.49917498653022513 3.507911205291748 11883.973 0.932738067774979 0.1109706544407853 0.4590511340529646 3.730689525604248 False 36 18800 28.58 60.53 6495.477 0.9077620418030985 0.17345286332481807 0.4951630120798163 3.5351245403289795 12436.886 0.9322366920065661 0.11827131887563834 0.4565771799763389 3.728412389755249 False