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 17.61 487.1 24225610.0 0.8899543840496663 0.03378349102681468 -0.24822996917102844 106.51065826416016 8738218.0 0.8954019497948749 0.033171558508122756 -0.22524425532961082 103.57026672363281 True 0 100 29.37 91.25 1605954.6 0.873694758770714 0.035805213606619785 -0.23388383352818345 102.0114974975586 892720.25 0.8786274575508288 0.042679840196853655 -0.21447529101642598 99.27088928222656 True 0 200 29.11 411.7 1346246.1 0.8605466651640735 0.0977374552167188 -0.225153849315125 96.2655258178711 688886.5 0.8670135632315947 0.10234803370066715 -0.21047473676604375 93.52110290527344 True 0 300 28.9 114.2 1413211.4 0.8639664143690947 0.07240099118009004 -0.25171759721726217 96.44332885742188 775002.56 0.8696538240190339 0.07926951983148328 -0.23454225974323906 93.73151397705078 False 0 400 28.68 117.6 1621725.1 0.8679516502712166 0.06500455043113704 -0.23311934907452073 86.66485595703125 931295.8 0.8719665482655174 0.07366047225371564 -0.21345529877046665 83.7589340209961 False 0 500 28.96 102.5 1308056.6 0.862256376451693 0.08010070064994702 -0.22051615402557134 97.82102966308594 672138.1 0.8697636371843136 0.07758156064560119 -0.20344995684742156 95.10858154296875 True 0 600 30.95 109.5 1234937.1 0.8531001534264449 0.1387545080378466 -0.19135910373579607 94.09930419921875 714168.25 0.8588690130213401 0.14597524559695493 -0.18513068290785428 91.43302917480469 False 0 700 28.58 105.7 1086957.4 0.8498461574376587 0.14436989018965277 -0.26515849134273656 85.51904296875 638395.1 0.8577750552549792 0.13986664627631587 -0.2814443171262345 82.82946014404297 True 1 800 36.46 86.46 1210233.2 0.8511650892769039 0.12046641810234794 -0.19547431920398425 89.6069564819336 743574.06 0.8563863854843734 0.12874688909220275 -0.21652700449673445 87.04911804199219 False 1 900 29.32 84.8 978661.1 0.8311843525328789 0.18171287259373822 -0.25743971481235245 73.69283294677734 646808.75 0.8376331573588154 0.18111050733925804 -0.25017658218117933 70.87674713134766 False 1 1000 29.06 86.82 974271.0 0.8387351225000269 0.15666292516572838 -0.25075207367792574 77.22904205322266 641774.94 0.8471462964508752 0.14915169151953683 -0.24978531391840175 74.39303588867188 False 1 1100 29.03 80.93 951907.9 0.8411028971604645 0.17411766957601194 -0.26874489345423974 74.98313903808594 687196.44 0.8498792118948703 0.1712077782194105 -0.27122650178378593 72.2021713256836 False 1 1200 28.95 104.1 895845.4 0.8340434325394348 0.1777328641160019 -0.25715046649732964 70.8768310546875 620072.0 0.8439127940376857 0.16630752150270042 -0.28028322730234473 68.3373794555664 True 1 1300 29.22 93.65 1019786.5 0.848228500606396 0.16476208827350514 -0.19208190116166218 81.92029571533203 638067.75 0.8574903428223686 0.15204030793542386 -0.23723126402819422 79.4506607055664 False 1 1400 28.69 240.6 1062446.9 0.8472299693762549 0.146788831952907 -0.026244546949195344 77.33509063720703 711563.0 0.8557498293757996 0.14416546960368085 -0.09022023888544328 75.1263198852539 False 2 1500 28.7 84.3 915105.8 0.8390482925545582 0.16073338910134893 0.04245154608993497 73.25406646728516 706256.06 0.8465310999818043 0.1641810080239161 -0.029769582551922538 71.178466796875 False 2 1600 29.17 173.8 844811.5 0.8304925595240599 0.176003135068885 -0.19106490021088685 65.8590316772461 655175.6 0.8400314069409148 0.16758255426070962 -0.22293953868810942 63.58854675292969 False 2 1700 28.61 88.66 992678.9 0.8462126204202219 0.1291189797003679 -0.2575959887692581 56.67426300048828 862966.06 0.8533070045386889 0.12678871579360618 -0.27592836272750565 54.24116897583008 False 2 1800 28.8 721.9 727717.3 0.8232904156215227 0.21094271969212033 -0.2891284633533626 55.522151947021484 617887.06 0.8334115278239329 0.20175272984006198 -0.31098835637123856 53.12678909301758 True 2 1900 29.3 108.2 716819.5 0.8254747294288783 0.21270488878736854 -0.2936995957656912 59.43485641479492 622400.2 0.8368856660697971 0.20108188406019378 -0.31295867578209147 56.980255126953125 False 2 2000 28.31 571.7 768686.75 0.8259046532459816 0.17777863637153138 -0.2962923475775767 48.189910888671875 650837.06 0.8379928022679922 0.1605983309350527 -0.3165260791626715 45.7630729675293 False 2 2100 28.43 85.91 771336.94 0.8333139948821982 0.20913497649946328 -0.012373557465012045 68.07725524902344 611874.9 0.844629412266202 0.19567914032952324 -0.09443228145512086 66.08545684814453 True 3 2200 28.88 532.3 821553.8 0.8369054274551182 0.21132457397911356 -0.25861604869691235 63.705848693847656 638872.3 0.8460317942754606 0.20446351521151132 -0.2793224502117867 61.377418518066406 False 3 2300 29.11 81.76 669199.4 0.8253670469153598 0.19613911516796045 -0.28046381506945983 46.28893280029297 654498.25 0.8376611146237638 0.18219636847854334 -0.30061268389325446 44.0235595703125 False 3 2400 28.78 80.69 614881.4 0.8147000542618333 0.22064700078503227 -0.3082996951698692 42.730289459228516 636321.94 0.828455894545287 0.20389265115279867 -0.3229159533381345 40.448875427246094 False 3 2500 28.82 82.4 656782.94 0.825390108193056 0.2016931671839834 -0.30923904359941295 46.56478500366211 647879.25 0.8383629109737959 0.18774352195273922 -0.35607171902220824 44.67627716064453 False 3 2600 28.64 79.87 637416.4 0.8161600598859314 0.2037568999397262 -0.31569803448733685 31.08517074584961 672453.94 0.8318299055870774 0.18437096389999952 -0.3365243960978309 29.21384620666504 False 3 2700 28.59 79.79 656584.75 0.8196801624671951 0.1975777874633404 -0.3124779643784359 33.62548828125 596860.25 0.8364165281786724 0.17160323008409753 -0.3538351700496702 31.88168716430664 True 3 2800 30.62 79.97 587971.2 0.8139335854962536 0.23215940138417734 -0.3108207393669588 38.94858169555664 627701.25 0.8285494354503508 0.2113740944164453 -0.32560313980126576 36.85834503173828 False 4 2900 28.94 107.3 560928.1 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0.7988265252918517 0.2509413351934312 -0.3203026498233752 15.672389030456543 597430.5 0.8261951498234361 0.2047112415514893 -0.3625437918855835 14.952092170715332 True 5 4000 29.12 80.05 501046.8 0.7992149055342371 0.23178597727500513 -0.33046784148612807 13.794726371765137 693801.56 0.8265859628271749 0.1894660918513604 -0.36956459763913374 13.707354545593262 False 5 4100 29.2 126.3 428258.16 0.7964113286255111 0.262903851085139 -0.32537463693257784 16.03025245666504 607415.06 0.8225426790093349 0.2224145136220877 -0.3649862428673987 15.195396423339844 False 5 4200 28.58 97.07 504619.9 0.8067343531685623 0.2095892919091361 -0.31700661434590877 14.56103801727295 772373.06 0.8337020857478943 0.16761175267759806 -0.3382132833539256 14.631555557250977 False 6 4300 28.46 192.7 447123.75 0.7925057574525763 0.25055435526177344 -0.3176471399532442 13.916855812072754 685249.8 0.822568847712181 0.2007044116027939 -0.33895023145002856 13.662576675415039 False 6 4400 28.87 102.4 457377.44 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