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 16.63 163.6 361466.78 0.9189501802102417 -0.0019533950550601436 -0.0543474276441601 30.04600715637207 341538.06 inf -0.007046429000406555 -0.09473780877325143 37.782676696777344 True 0 100 29.03 151.4 19738.996 0.8679501076889183 0.11003414634582015 -0.09814350044855538 28.595544815063477 22423.58 0.8718591011341917 0.10800995536073975 -0.07773288568972211 26.976150512695312 True 0 200 29.06 145.9 25527.41 0.8761148952928041 0.10576274356959273 -0.10249454903806045 8.9885835647583 26080.088 0.8848238989811325 0.09572718859276168 -0.07772773476978093 9.593722343444824 False 0 300 28.72 146.0 18011.004 0.8453749327297195 0.14897375102667734 -0.10551990830795699 4.158156394958496 20327.424 0.8505420496974058 0.1450935731744296 -0.07306513145402913 5.795741558074951 True 0 400 29.52 146.0 15651.562 0.8205540825064503 0.20541878892521326 -0.1160720737185598 2.5136077404022217 17616.912 0.8283337005085905 0.1975423364097115 -0.07171656384585785 4.7797980308532715 True 0 500 28.89 167.5 14600.81 0.8024644968103661 0.24848810361632984 -0.11746610442458047 2.239217519760132 16131.429 0.8131784673971975 0.23442339464479015 -0.06440416113666327 4.704457759857178 True 0 600 29.4 345.8 13898.603 0.7936375975408899 0.27066305710527117 -0.12491643656904056 1.8977643251419067 15470.642 0.8047843404079977 0.25543207185728856 -0.05043200849272344 4.783803462982178 True 0 700 29.41 364.2 13836.767 0.7884199003840087 0.26689091746703325 -0.13134077844233386 2.02779221534729 15165.3545 0.8006596559647313 0.25037204939934427 -0.04582634613680844 4.679490566253662 True 0 800 29.34 260.0 14157.556 0.7971349742782221 0.24986301950483972 -0.12557874772711136 3.229902505874634 16152.005 0.8076840417037662 0.23553752700028222 -0.022614219104140156 5.1341094970703125 False 0 900 29.15 191.2 13196.837 0.7802925642919281 0.28217242161175005 -0.1335780290655452 2.424680233001709 14612.69 0.7932702770825517 0.26447394057390206 -0.0022371117049869655 4.671828269958496 True 0 1000 29.5 189.4 13053.417 0.7793310074949568 0.28496680128971436 -0.14188241104902355 1.9951008558273315 14319.995 0.7932179801362012 0.2653099862395706 0.001152793712330995 4.631011962890625 True 0 1100 29.46 309.3 12707.838 0.7726059232838659 0.2947579760143685 -0.14827918364461623 1.9718434810638428 14107.125 0.7868813570048052 0.2746327641498494 0.01945785163655677 4.597461700439453 True 0 1200 29.39 175.7 12480.589 0.7705935513732367 0.3003486107466907 -0.1422327113874969 1.915077567100525 13912.295 0.7847478060772611 0.2803032707207332 0.05262234345853472 4.5688796043396 True 1 1300 30.02 151.7 12367.065 0.7647405161083027 0.29870968475241766 -0.09730223737482831 2.029129981994629 14084.689 0.7787926431490533 0.27982905440194866 0.06721107545778453 4.515589237213135 False 1 1400 28.95 149.0 12369.219 0.7684149625839336 0.3016079503724726 -0.08015886500154185 2.550328254699707 14177.949 0.7828771810744675 0.2826689516915336 0.13437802257696635 4.5770769119262695 False 1 1500 28.81 147.8 11542.248 0.7542543572629792 0.3250879589232634 -0.105316148475242 1.8773595094680786 13516.389 0.7689066141693741 0.3050394084734825 0.10949965137974876 4.510997772216797 True 1 1600 29.34 156.8 11641.179 0.7591134634155213 0.3204035347151729 -0.055955713158353924 1.7891156673431396 13306.115 0.7738372383516514 0.2998328480500175 0.1765641891668435 4.453145503997803 True 1 1700 29.05 346.0 11544.044 0.7542958702984883 0.3218636839469379 -0.07398017596061682 1.8412269353866577 12905.773 0.7694935958179469 0.3000893139155956 0.144301304578628 4.526590824127197 True 1 1800 29.4 590.3 11235.597 0.7489973473494778 0.33539764329756777 -0.03200712184361969 1.8168666362762451 12974.253 0.7642532747136397 0.3130279333794847 0.18652231808188932 4.394407749176025 False 1 1900 28.95 189.6 11354.894 0.7487069630673217 0.31928797594209324 -0.05929572718053809 1.8383768796920776 13202.771 0.7644425689702675 0.2956615684318485 0.16224154902400523 4.454073905944824 False 1 2000 29.2 266.6 11057.745 0.7480167116808221 0.33299644199207384 -0.049601027413416786 1.8542485237121582 12676.714 0.7635773003942488 0.30870908373626715 0.15358397490305886 4.484570026397705 True 1 2100 30.41 148.9 10882.376 0.7483536760863758 0.33715358959267616 0.014246836490061967 1.9765129089355469 12792.211 0.7642199502445718 0.3124169041037079 0.22177369342014205 4.268427848815918 False 1 2200 28.96 151.7 13451.961 0.7928599888084744 0.2521862992011986 0.00013817421771687005 1.9124850034713745 14922.665 0.8082139747397672 0.22684192551502616 0.18011730169288423 4.320122241973877 False 1 2300 29.0 148.0 10427.634 0.7361205325364176 0.36063166634656363 0.08219893694311077 1.7785353660583496 12441.296 0.7530063516280311 0.33314625723703545 0.24796488466864255 4.242349624633789 True 1 2400 29.51 226.4 10642.11 0.7434559319549032 0.34735981404378025 0.06688272652743284 1.8324294090270996 12297.026 0.7597990592725498 0.3207690850894787 0.24568723714838975 4.218450546264648 True 1 2500 29.08 601.8 10573.792 0.7352227901872406 0.35908020468994245 0.005999724354618744 1.8059821128845215 13153.892 0.7529801983443297 0.3289484753442124 0.21091237517700018 4.3466925621032715 False 2 2600 28.47 506.7 10261.126 0.736261036002093 0.3711990003147002 0.033236373533536076 1.7910692691802979 12060.341 0.7536498481004702 0.3407388090905071 0.21704454099272422 4.3854827880859375 True 2 2700 29.44 175.7 10004.188 0.7287149802036226 0.3691823387848279 0.12648230575871086 1.700311303138733 12656.783 0.7471664359835734 0.337331009332631 0.2812255454946526 4.228796482086182 False 2 2800 28.88 158.3 10071.38 0.7312789931359709 0.370410722820963 0.07080365794930252 1.8861016035079956 11990.045 0.7490201115043106 0.33923326516082725 0.24484228982167675 4.2254319190979 True 2 2900 29.19 179.4 9885.194 0.728860487425782 0.3722885851036557 0.05393736194238452 1.7782951593399048 11940.098 0.7472590906279485 0.33899033428546177 0.24281654378713036 4.259959697723389 True 2 3000 29.68 165.7 9714.548 0.7238597665344557 0.3734034086731158 0.10856158685881948 1.6947238445281982 12151.69 0.7430627917173064 0.33941242224989676 0.2650222584122432 4.41747522354126 False 2 3100 28.98 150.1 9918.585 0.7294481190548807 0.36389651957201663 0.08856155336977102 1.7325403690338135 12500.138 0.7489834726423467 0.32845457075231144 0.23082262753280866 4.454624652862549 False 2 3200 28.98 161.9 9748.728 0.7263910690396886 0.36819177211588666 0.10989050729452615 1.712045669555664 12329.933 0.7452081941919938 0.33489681187500053 0.25243714549177043 4.426405429840088 False 2 3300 29.22 148.3 9493.418 0.7264757803441263 0.3747168938934295 0.1320961072621522 1.776680827140808 12152.381 0.7462152927420838 0.338978369280503 0.24867500158312314 4.213529586791992 False 2 3400 29.29 157.3 9571.624 0.7255595794809089 0.3648886827568809 0.1662917251636557 1.676412582397461 11928.659 0.7459967110393766 0.3270701021018321 0.2836060078850025 4.471491813659668 False 2 3500 28.91 208.7 9379.804 0.7241414028527787 0.3875569419706823 0.1344087406125961 1.7364870309829712 11517.404 0.7435641916745612 0.34987201693809994 0.2511401627384358 4.227819442749023 True 2 3600 29.08 405.5 9238.791 0.7127644621651728 0.3955163042072584 0.16878018483615018 1.6429396867752075 11574.918 0.7336408242976189 0.3570786444080249 0.27651905570539476 4.3464155197143555 False 2 3700 29.19 620.7 10216.403 0.7260964850571777 0.3705758549475496 0.1690900746307452 1.6444810628890991 12609.598 0.7451519121557171 0.3367119549689234 0.2821766505317781 4.267723560333252 False 3 3800 28.92 606.2 9361.815 0.7134464038557835 0.394428329926026 0.14973378226647482 1.6989006996154785 11788.605 0.7345329169293363 0.35493254904427757 0.28684401362007983 4.588747024536133 False 3 3900 29.13 674.4 9686.848 0.7221994815255675 0.37731849979622994 0.11847913607014222 1.7310463190078735 12336.106 0.7421589757426031 0.34066474986694595 0.2719790295708897 4.6412458419799805 False 3 4000 29.12 424.2 9421.412 0.7225158168148634 0.37888760293655266 0.20275754082433886 1.7424476146697998 11680.718 0.7436082611617819 0.3390202974995568 0.34283713242211394 4.589430332183838 False 3 4100 29.14 743.2 9152.529 0.7158665391783635 0.3783489971592084 0.2137932717699062 1.603797197341919 11773.873 0.7381130466228615 0.3356351110577412 0.32191715700302054 4.230151176452637 False 3 4200 29.27 151.2 9016.896 0.7140995792087826 0.3991308987807534 0.18993201041624697 1.638413429260254 11536.888 0.7363491999195353 0.3552278779327384 0.3283620337796749 4.305538654327393 False 3 4300 29.21 161.0 9491.967 0.7200211069681027 0.3755865837103444 0.1073642322682657 1.6762235164642334 11891.802 0.7406386504183626 0.3372095002353723 0.23459438229345225 4.420660495758057 False 3 4400 29.19 146.2 9155.424 0.7121207073018347 0.3848194755757292 0.21080813760117026 1.6020689010620117 11273.776 0.7340034015731093 0.34319041885745505 0.28014116673873 4.3017377853393555 True 3 4500 29.7 169.5 8913.354 0.7094877888672081 0.39639024361896535 0.24711306908847983 1.5693068504333496 12288.578 0.7334933486858686 0.350940343825485 0.3099476133997285 4.38036584854126 False 3 4600 28.99 257.8 8470.939 0.7023613234083435 0.4175488380849825 0.27424556063515254 1.5515589714050293 11202.486 0.7265108856790986 0.3703170035924215 0.3342738615855353 4.227381706237793 True 3 4700 29.49 340.9 9146.35 0.7115290805147768 0.3829707454674059 0.26125874063375837 1.5854190587997437 12441.017 0.7342435886150296 0.3405056148392555 0.30638825205067766 4.522716522216797 False 3 4800 28.46 218.9 10319.958 0.7512165934350797 0.3434520587708697 0.14102937640061508 2.332775592803955 12404.942 0.7713330277592474 0.3006506017540078 0.2370481722179896 4.371142387390137 False 3 4900 28.94 152.5 8881.596 0.7109908583918706 0.4044375413876001 0.28897368971013054 1.5302989482879639 11524.793 0.7331777767152688 0.3594906542911416 0.33614538391178506 4.271857261657715 False 3 5000 28.99 150.9 8360.872 0.6987403344264795 0.4216484196600385 0.2993867047305368 1.5396642684936523 11046.036 0.7236882056662536 0.37169699503871395 0.35708622349238633 4.139802932739258 True 4 5100 29.18 164.9 8875.817 0.7105616302535587 0.3985520408436461 0.2634964990659036 1.574916124343872 11460.48 0.7350707618550555 0.3492143808856553 0.3090378840301731 4.2391581535339355 False 4 5200 28.92 148.9 8356.041 0.6966902541938342 0.4201986063572246 0.3008582319042282 1.51909339427948 10938.534 0.7222377059207853 0.3693384684994754 0.3546452614363847 4.23867130279541 True 4 5300 29.49 152.8 9456.928 0.7280792474620883 0.37660115754767226 0.3315138005139703 1.501611590385437 13704.959 0.7516547564407908 0.3274622366171999 0.36471619684991313 4.150934219360352 False 4 5400 28.95 153.0 8480.945 0.6998344670575406 0.4041871788334937 0.321413239442756 1.5001648664474487 11397.603 0.726052230503438 0.3520402464679554 0.37258859443304676 4.192639350891113 False 4 5500 29.01 164.4 8246.077 0.6933162529967116 0.42453244803811496 0.29590104138922907 1.5238854885101318 10825.069 0.7207077874838406 0.3694286229377553 0.33492796223987126 4.20158052444458 True 4 5600 29.59 175.5 8104.1216 0.6942445559817353 0.42824971515284427 0.315194369752779 1.5182170867919922 10939.271 0.7211240398589012 0.371500752068766 0.38187712068077206 4.086620807647705 False 4 5700 29.08 175.5 8296.791 0.6994107173058105 0.4225453677318289 0.3321824974046508 1.514899730682373 11137.841 0.7249151260128113 0.370484260182062 0.3534462828353712 4.1994524002075195 False 4 5800 28.98 148.6 8422.063 0.705889146062649 0.40957334943655177 0.33355841282556437 1.4828500747680664 11724.03 0.7314592936441223 0.356926661382624 0.3807952491385437 4.118508815765381 False 4 5900 28.63 148.5 8135.7954 0.6943916343962413 0.42819278928274973 0.32199370505840696 1.4993126392364502 10532.713 0.7215071042786451 0.370461865380453 0.3636832615522053 4.191993236541748 True 4 6000 29.29 150.9 8042.7236 0.688117258129069 0.4301178346836547 0.3672180384292116 1.4635441303253174 10672.787 0.7163273053686325 0.37252539667874246 0.38656436562690943 4.261715412139893 False 4 6100 28.89 151.3 8301.543 0.6934532604970013 0.42903717835543737 0.3539287553326451 1.4702943563461304 10789.637 0.7211313206250034 0.37196007977310086 0.38457540593388767 4.080101490020752 False 4 6200 28.95 183.3 8404.592 0.6926423414395958 0.4257547009418283 0.36830993018893377 1.4540717601776123 10599.569 0.7201165261648872 0.3679604723800984 0.40510984123786287 4.178182601928711 False 5 6300 28.77 159.2 8298.879 0.6884861920781551 0.4328246666795541 0.3725043374663277 1.4999860525131226 10894.678 0.7176480763838224 0.37208464659389834 0.39446021603615505 4.014606475830078 False 5 6400 28.91 538.8 8664.284 0.7017891818742368 0.4008653835405474 0.3725103944551934 1.4559195041656494 11603.167 0.7277045726250483 0.3482718543190984 0.39785100774640475 4.138298988342285 False 5 6500 28.71 731.7 8610.562 0.6985378952991432 0.40254629111474755 0.35905830129542127 1.4890152215957642 11837.809 0.7261737014232033 0.3472976158142751 0.3807478553473607 4.3490681648254395 False 5 6600 29.22 357.4 9001.252 0.7070289342987387 0.4059971257382128 0.3773191974470701 1.5337094068527222 12624.622 0.736017828849965 0.3447839887784059 0.3794349980735857 3.9586946964263916 False 5 6700 28.77 149.9 8159.3125 0.6837913400112948 0.4394075813752346 0.39493458251369634 1.4551395177841187 10539.879 0.7140234772151954 0.3764464835238096 0.41715358439736 4.261528015136719 False 5 6800 28.93 146.4 7817.459 0.6903731972024654 0.43736008256149767 0.36564533957891365 1.4503048658370972 10629.475 0.719589210984806 0.37482334102938314 0.38052010343047277 4.109295845031738 False 5 6900 28.56 146.2 7782.0015 0.6877730401719684 0.4388123341384109 0.37386760786931594 1.4745986461639404 10540.012 0.718372180086946 0.3736520859251558 0.3949825932044189 4.290004730224609 False 5 7000 28.8 180.8 7795.372 0.6869624886059674 0.43783493424962455 0.3633995460975112 1.4661226272583008 10565.584 0.7169674410345086 0.3744724860084257 0.39116227765484507 4.031026363372803 False 5 7100 29.01 165.5 7715.022 0.6860197358472295 0.44321997897126275 0.38922658630101764 1.435685634613037 10514.056 0.715598680379773 0.38029568834425387 0.4023528705396204 4.011310577392578 True 5 7200 29.73 709.5 7802.959 0.685404268328349 0.4378950976878028 0.38615426040312506 1.4221086502075195 11274.332 0.7171439850718794 0.3726621094616237 0.41604503303496676 4.0736918449401855 False 5 7300 29.59 414.3 7692.0376 0.6852125073615503 0.44894567006889213 0.39644263627622345 1.413263201713562 11478.3125 0.7173827048433057 0.381567452326744 0.4201259320985649 4.087399005889893 False 5 7400 28.87 445.2 7576.0337 0.6793129730703124 0.44499451408534413 0.4103993395290504 1.396583914756775 10889.212 0.7124759624631674 0.3757418571281126 0.4325680613288258 4.066680908203125 False 5 7500 28.42 152.2 7891.378 0.6954450104852605 0.43293356360915913 0.39537922040422707 1.413881540298462 11368.427 0.7263946479039167 0.36510109859217266 0.4423138592299933 3.9684643745422363 False 6 7600 27.94 146.1 9713.001 0.7225913187347214 0.39116968255003887 0.3935402349404686 1.4520131349563599 12329.497 0.743402312848576 0.3471314115383913 0.42742292229140516 3.9263412952423096 False 6 7700 28.75 148.6 8616.876 0.7002719277122255 0.4213111123586975 0.36090382912570795 1.6074097156524658 11143.35 0.7270059238493837 0.36543374554936636 0.36257471444864076 3.918360948562622 False 6 7800 29.06 167.1 8553.177 0.7013428165965679 0.42308527144146296 0.37707473212086196 1.4676796197891235 11482.879 0.7280540877172917 0.36615535521422693 0.40622659864088967 3.9471285343170166 False 6 7900 28.79 155.7 8154.3926 0.6868723078240203 0.4298306523217837 0.38373825250960913 1.4871265888214111 10712.213 0.7170434561123674 0.3665738388376546 0.4040301946776984 4.308656692504883 False 6 8000 28.87 150.6 8443.925 0.6862913245822694 0.43946630092871125 0.3863451485287942 1.4437360763549805 11072.949 0.7172750373672055 0.3736641468658343 0.39755013275707063 3.9822535514831543 False 6 8100 28.84 376.0 8196.504 0.6881830797190973 0.42698179148712434 0.3560454342644847 1.4575902223587036 10798.939 0.7187713261706205 0.3630033305518493 0.3809400466213345 4.1358513832092285 False 6 8200 29.86 271.4 7817.104 0.681265248524369 0.4483127488001808 0.4017580198614151 1.4063165187835693 10870.63 0.7137376403604861 0.37913927172539 0.4233428566530712 3.9839553833007812 False 6 8300 30.11 168.6 7909.8516 0.6908434902916885 0.44176010079072275 0.397668427262597 1.4195524454116821 11553.925 0.7231434770017002 0.3717078620571865 0.4064376507971332 3.9564614295959473 False 6 8400 29.38 145.4 7607.5474 0.6773056415473006 0.45484562053935085 0.3893295784910845 1.4182555675506592 10255.883 0.7111397957934149 0.38158568818477223 0.4115022928228597 4.058966159820557 True 6 8500 29.64 154.4 7618.637 0.6801058446082644 0.4571294449068505 0.4007260068921262 1.414098858833313 10326.728 0.7128903405692523 0.3854052932175069 0.42154421693358307 4.09185266494751 False 6 8600 28.76 150.6 7630.873 0.6830007187619465 0.45076984394032277 0.37014637408280193 1.441085696220398 10415.256 0.7170305681237855 0.37551286778049614 0.4063675113299638 4.038776397705078 False 6 8700 29.02 163.7 7823.384 0.6809921891252593 0.44310177957112007 0.37935958461655706 1.4333356618881226 10574.43 0.7140398368903197 0.3712900994752098 0.4112474489092315 4.027640342712402 False 7 8800 28.84 158.7 7852.3584 0.6784350020948905 0.45747431257235366 0.4035909204763934 1.4264012575149536 10915.71 0.7137518962454192 0.38131243181583024 0.4174544389542539 3.95546293258667 False 7 8900 28.88 160.1 7484.9585 0.6726505039100822 0.4637178057400985 0.4006685212308203 1.413100242614746 10423.636 0.7083145090233973 0.38632978216266184 0.4244471900465556 3.949854850769043 False 7 9000 28.94 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