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 2.203 26.93 69317.16 0.9833383120049073 0.0013713891732651958 -0.18145453758915484 4.7768707275390625 59644.67 0.9836063356298926 0.0026332347416736916 -0.21745767282636433 4.754397869110107 True 0 100 10.22 29.24 8823.585 0.9732679790324705 0.03238692183224045 -0.4214463317733371 5.19559907913208 5425.1606 0.9739335850195528 0.032053698692707536 -0.5090909773518072 5.190776824951172 True 0 200 10.29 27.34 15302.436 0.9810390554451902 0.014668923285799834 0.12857240626393063 8.005725860595703 12355.872 0.98115765632573 0.015699947006974312 0.1565764373840867 7.647440433502197 False 0 300 9.627 24.78 6602.324 0.9682592280302099 0.044282680756401994 -0.42395182245405516 5.830533504486084 5023.112 0.9686314480411186 0.04540623694794227 -0.513246845563542 6.017807483673096 True 0 400 10.66 22.78 6249.589 0.9701202881228783 0.04105585562444839 -0.411387331174905 5.405669689178467 5029.107 0.9706986159711034 0.041447156795422276 -0.49829071788187196 5.491534233093262 True 0 500 9.989 22.93 6147.3394 0.9690306311687434 0.04354103679271642 -0.3779012643187987 5.397637844085693 4948.272 0.9693952993772565 0.04434701252771458 -0.4555862322620567 5.399635314941406 True 0 600 11.09 22.81 5878.2427 0.9633976773665456 0.053465747343988734 -0.4416508679957199 7.492069244384766 4761.312 0.9637904389971889 0.0548415201397266 -0.5287435804847408 7.529202938079834 False 1 700 10.71 22.94 5105.6953 0.9592315473722349 0.07288840223186364 0.12601121625150505 4.713626384735107 4256.3726 0.9596947311346322 0.07308416023858437 0.16277084631788824 4.665186882019043 True 1 800 10.82 23.89 5321.796 0.9637989705535752 0.05472733700427576 0.31708513673778316 4.397918224334717 4589.944 0.9644608139233134 0.05419286171855695 0.413228179904426 4.219746112823486 False 1 900 9.566 28.71 5720.388 0.9614452997038134 0.057127476449499164 0.3164790569271911 4.69869327545166 4574.9224 0.9627906529354915 0.05393483559249296 0.4086287816796166 4.468680381774902 False 1 1000 9.826 23.15 4587.739 0.9522764734295608 0.08098825161645679 0.3672845990936201 4.370267391204834 3949.7441 0.9530991785423311 0.07935123573895617 0.466515398625612 4.136476993560791 True 1 1100 10.14 22.76 6692.476 0.9714776425211493 0.033826207322048635 -0.4119976432355803 12.113604545593262 5787.8193 0.9716764723762095 0.034905343999025555 -0.5070888363043741 11.595976829528809 False 1 1200 9.762 22.95 5517.8325 0.9645239951524877 0.05331133953314632 -0.18455953690123023 7.186950206756592 4649.497 0.9651815021869687 0.053971868332910636 -0.26929211080326454 6.904841423034668 False 1 1300 9.619 24.54 5386.453 0.954198104550248 0.08218417163508676 0.2642872533410693 4.484025955200195 4103.727 0.9548172680808624 0.08215887670014901 0.34138121690895484 4.3380818367004395 False 2 1400 9.794 25.5 4831.3706 0.9520488849032618 0.08315075508692468 0.37170300995358535 4.329710483551025 3819.9668 0.9532481942111675 0.08115101942918276 0.4605545986625585 4.048890113830566 True 2 1500 10.0 22.23 4706.838 0.948198041521442 0.09462185897973259 0.40517313139202565 4.2244157791137695 3677.5356 0.9492162548195038 0.09313718525981432 0.4932903664398321 3.7673654556274414 True 2 1600 10.28 23.75 4789.5186 0.955389378732957 0.0767455196460929 -0.48269603217965057 5.772300720214844 4042.5288 0.9568780017942957 0.07377337509393034 -0.5485164181666614 5.992833614349365 False 2 1700 9.58 29.17 4625.102 0.9538156739186384 0.08620700570402533 -0.4380591490116634 5.5710248947143555 4011.331 0.9551317947951783 0.08415759292409075 -0.5110598880707298 5.540415287017822 False 2 1800 9.811 22.1 4693.051 0.9477418845183397 0.08728686703516318 0.13594318006726824 4.699098110198975 3890.9392 0.9497254783124632 0.08276996492474328 0.21527601206899408 4.604888439178467 False 2 1900 9.98 34.03 4771.2285 0.9521554995894828 0.07530593567417318 0.24460435253332924 4.6307806968688965 4068.093 0.9539612881284533 0.07176610331439902 0.34088384453991616 4.457012176513672 False 3 2000 9.715 23.99 4926.6616 0.9634495395659228 0.06020365435512384 0.042062877569323726 7.786385536193848 4509.6294 0.9642945645554998 0.05792375519450097 0.05910100729786308 7.435716152191162 False 3 2100 9.451 27.76 4071.5374 0.9420444222985088 0.10858904424967099 0.3155321855029438 4.318536758422852 3618.8635 0.9437665263545163 0.1049593976159818 0.40577599424455635 4.050474643707275 True 3 2200 9.986 22.71 4012.2415 0.9457991354809359 0.10216584097385238 0.39446632624198974 4.032400131225586 3625.7715 0.9475894276046307 0.09868223703794562 0.48274090181747675 3.6238174438476562 True 3 2300 10.1 24.82 3994.1404 0.9388226193298591 0.11366990941837911 0.38608014915669536 4.145556926727295 3515.0986 0.9409049715863905 0.10824052120838466 0.46661616612151685 3.8953018188476562 True 3 2400 10.31 22.47 4412.6763 0.9522245761468537 0.09088181877495087 0.35281934619146643 4.299405574798584 3982.3967 0.9536243368573829 0.08598949183190867 0.45683242482421993 4.055532932281494 False 3 2500 9.469 24.61 4120.4062 0.9403123537878729 0.1023369025069958 0.3886726828503145 4.062778949737549 3647.6177 0.9414534696741735 0.09844250800176765 0.4833669641080202 3.7252867221832275 False 3 2600 9.615 22.52 3861.6392 0.9420300319299553 0.11634651435308986 0.40947623090016955 6.879267692565918 3484.9058 0.9443098502147074 0.10899237068809005 0.48801857502730694 6.511298656463623 False 4 2700 9.472 23.47 3712.6943 0.9350507312383254 0.12491811051818713 0.41843773188459776 4.154824256896973 3354.0151 0.937025288455347 0.11960526752855256 0.5101891673052127 3.6991353034973145 True 4 2800 10.03 24.47 3792.7612 0.9316120021228261 0.1229030638844047 0.4435487347596876 3.915647029876709 3276.16 0.9342695318722045 0.11424734632684862 0.523922668853728 3.591538667678833 True 4 2900 9.87 24.32 3664.1091 0.9394221567384572 0.11295920898752267 0.4217985379191927 3.9286437034606934 3489.0388 0.9419995954892568 0.10758663356674719 0.5083221566806302 3.5609633922576904 False 4 3000 9.627 22.35 3612.8425 0.9312234623397255 0.13146182103775672 0.4438750322519216 3.872232437133789 3264.5264 0.9346916330208003 0.12092806439432162 0.5278512071953851 3.525813102722168 True 4 3100 9.754 23.15 3995.0164 0.9390118866411981 0.10759151671479697 0.44634418234229123 3.991034507751465 3603.595 0.9424151661037166 0.09896738598770582 0.5232194205242777 3.6270625591278076 False 4 3200 9.353 22.77 3500.031 0.9328357091216095 0.1256224805439333 0.4526648912065905 3.792595863342285 3234.793 0.9362635431318005 0.11849817810280851 0.5347176129882505 3.4128928184509277 True 5 3300 10.31 22.36 3443.3665 0.928346620413118 0.13129442349323142 0.46169139305535933 3.9368605613708496 3182.6008 0.9323173810798674 0.12227459918614289 0.5390540555949827 3.5779764652252197 True 5 3400 9.741 22.22 3293.7944 0.9252325261295589 0.13783892232058886 0.4908718593664152 3.6250693798065186 3095.6914 0.9300035519352224 0.12643106863152592 0.5575980085718534 3.2768757343292236 True 5 3500 10.03 23.03 3615.466 0.929061803750811 0.14292469344328948 0.49786615504419174 3.773439645767212 3219.5059 0.9337425095401224 0.13018716255193746 0.5607335681277837 3.4344561100006104 False 5 3600 9.562 26.4 3578.511 0.9362203891913181 0.11694366472253583 0.4696721225624451 3.7188665866851807 3322.1177 0.9389598889238965 0.11103377945074347 0.5383339596292263 3.382185459136963 False 5 3700 9.631 21.89 3453.979 0.9307682021558039 0.12626952461395105 0.46822751574494154 3.781870126724243 3269.2366 0.9343418847868582 0.11767142890530582 0.5446793039886445 3.4573941230773926 False 5 3800 9.401 28.06 3151.4597 0.9232660220121363 0.14427578477463895 0.48054552482289825 3.6771838665008545 3072.6921 0.9286285366772542 0.13135045758630498 0.5501485082896677 3.33898663520813 True 5 3900 9.802 22.04 3386.0508 0.9254935588746654 0.1446077069977279 0.4751743654552995 3.7063543796539307 3146.8247 0.9302659197924685 0.13337842775296324 0.5475032791306582 3.355905294418335 False 6 4000 9.756 22.01 3226.47 0.9186824689610299 0.14558599028009586 0.5147310050560173 3.537959098815918 3085.2158 0.924892104867556 0.13272126479538793 0.572908158808183 3.2383527755737305 False 6 4100 9.556 22.07 3046.9546 0.9221339292022448 0.14877611932165688 0.4675560599151291 3.7521815299987793 3121.194 0.9278247315711777 0.13420822047774236 0.5479072622120966 3.3815319538116455 False 6 4200 9.769 22.39 4113.0015 0.9317885091032365 0.11163884392520547 0.42139924733064854 4.06117057800293 4134.502 0.9380752338479473 0.09765590563504416 0.5125511961826098 3.729621648788452 False 6 4300 9.521 21.89 2831.2092 0.9182998258703584 0.15002104614382428 0.455767405436998 3.8735744953155518 3088.4565 0.9257638817602345 0.13340327597606755 0.5372036680738203 3.501833915710449 False 6 4400 8.709 22.96 2824.8179 0.9185678744490402 0.14813562947567682 0.4860752046358523 3.6607656478881836 3044.2769 0.9250791083580707 0.13460563143142068 0.5551613252914733 3.326209545135498 True 6 4500 10.1 21.83 3263.486 0.9333636048549171 0.12428086203812426 0.4997896721885719 3.637148380279541 3291.2498 0.93922104983569 0.10951330750619756 0.5710445482132543 3.3072867393493652 False 7 4600 9.591 24.89 3658.8088 0.9304863361402563 0.13884411273603764 0.48538245617451636 3.653737783432007 3251.8877 0.9354558772987999 0.12581601572143117 0.5560868541246884 3.3003413677215576 False 7 4700 10.55 21.71 3162.1038 0.9119436899517762 0.16620305405315433 0.5233857524257017 3.521634101867676 2853.971 0.9192914437086582 0.14755436313439585 0.5823036829575957 3.2077486515045166 True 7 4800 9.774 21.76 3043.2126 0.9083802819933742 0.1678200746030798 0.5221406372854618 3.513073682785034 2879.8955 0.9172322670458835 0.14656455646308375 0.5800869106278518 3.1998767852783203 False 7 4900 10.46 22.28 3471.451 0.9105343054413675 0.16763605479003674 0.5322772787173786 3.475706100463867 2926.9644 0.920376204556443 0.1448567182963498 0.5883498084536875 3.179112195968628 False 7 5000 9.641 22.1 3164.086 0.9082694688003358 0.17107641555183475 0.5221977179129937 3.499689817428589 2838.5242 0.9183371169153287 0.14720537940407738 0.5833216410603331 3.174589157104492 True 7 5100 10.56 21.9 3428.6226 0.9050763417813176 0.17530533442235932 0.5376118208933458 3.407613754272461 2826.4304 0.9159642463670978 0.15035517754634714 0.5932843415180338 3.0941858291625977 True 7 5200 9.614 22.23 4076.2686 0.9480906021517155 0.11191564415621068 0.44507370502647725 6.208434581756592 3677.1118 0.9511817522318078 0.10250988349443377 0.4927290668988759 5.92960786819458 False 8 5300 9.64 22.14 3558.357 0.9274133238028229 0.14325144841760182 0.49737601929718606 3.6064884662628174 3150.2588 0.9330500462928738 0.12885393938331768 0.564591580228444 3.2585501670837402 False 8 5400 9.415 22.37 3207.4836 0.9094422516605712 0.16467429850727597 0.5266715256977749 3.6345441341400146 2968.9739 0.9189458021579873 0.14263798234851977 0.5865058752259638 3.3057782649993896 False 8 5500 9.601 22.1 3170.2144 0.9134572728682977 0.15224260301830633 0.4976261458269146 3.651467800140381 3166.0483 0.9217532927407862 0.13187764317242917 0.5631194195549022 3.3111793994903564 False 8 5600 9.774 22.42 3806.3804 0.9096670894949547 0.16923496397701523 0.5361340841896217 3.4568049907684326 2968.057 0.91930953529425 0.1440049084185541 0.5947441220580272 3.1309456825256348 False 8 5700 9.611 21.93 4055.7175 0.9127837375280891 0.17717830431116005 0.5207590595687526 4.498199462890625 2968.7803 0.9225127118068637 0.15171501513695446 0.580419751000164 4.161160469055176 False 8 5800 9.255 22.33 4330.777 0.9306852011202428 0.13269391030974348 0.5057828434837474 4.199754238128662 3676.4236 0.9373061999923207 0.1145169035750561 0.5762889891030223 3.8703341484069824 False 8 5900 9.878 21.71 3212.7456 0.9261649417726874 0.15173269297104394 0.5099211452294675 3.8761045932769775 3031.6511 0.9314122829421746 0.13828067474370428 0.5811615995501876 3.5210812091827393 False 9 6000 9.491 21.97 3154.0752 0.9133169449140657 0.17110559119043275 0.5214874113581038 3.5673391819000244 2898.9211 0.9215363555669893 0.15238729555485442 0.5866046871584125 3.240176200866699 False 9 6100 9.769 22.0 2884.0388 0.904100645239935 0.1790352287735167 0.5239397595491492 3.4704744815826416 2779.4333 0.9144720876484609 0.15649499134458128 0.5843616105004718 3.1327402591705322 True 9 6200 9.947 22.13 3225.3674 0.9058638120339025 0.17939485962783216 0.5373788918814988 3.539792060852051 2829.161 0.9163495951324706 0.1568105408508032 0.5930955901023339 3.2253456115722656 False 9 6300 9.803 24.47 3522.0981 0.9065787908830976 0.17273878523793573 0.5671287577671772 3.297579526901245 2804.9243 0.9178660265171643 0.1484742920126517 0.6136045671480586 3.031663656234741 False 9 6400 10.52 22.41 2891.3823 0.9083621011858982 0.17914890427908367 0.565791352791935 3.6283047199249268 2798.4292 0.9188825717804504 0.15432141323398108 0.6139442706416361 3.3468894958496094 False 9 6500 8.925 21.69 3103.1821 0.9136736026395647 0.17428543513485725 0.5670681960338763 3.25193190574646 2971.3967 0.9210766081813777 0.1524749122623851 0.6185705780926346 2.949537515640259 False 10 6600 9.616 22.46 2967.6372 0.9074046914245676 0.1821111358290289 0.5327539137717088 3.488632917404175 2884.7039 0.9176447498180078 0.15662655162154165 0.5931676335442115 3.183563232421875 False 10 6700 9.636 21.94 2813.1233 0.9008669225950178 0.18191276250999655 0.5507119186125811 3.355522632598877 2776.0151 0.9117460789477378 0.1580661277893321 0.6044548057184235 3.0540871620178223 True 10 6800 10.21 21.61 2829.9622 0.9104281688386382 0.15836379136318054 0.5196862446588414 3.485905885696411 3025.8835 0.9196578088929926 0.13775212700924075 0.5799868931913009 3.1326911449432373 False 10 6900 9.365 22.08 2545.7886 0.9027167524307931 0.18713652155674806 0.5456771134314407 3.421994209289551 2813.4795 0.9138328003759943 0.16169519060003618 0.5977646743332882 3.1228246688842773 False 10 7000 9.362 22.63 2607.8723 0.9095131165401972 0.17474893643310324 0.5512942743299082 4.126231670379639 2939.573 0.9215039809029161 0.14644978526927807 0.5889887875389231 3.8688066005706787 False 10 7100 9.525 22.15 3247.4407 0.9338954405208565 0.13944558851586222 0.5189594842172522 3.543534517288208 3411.547 0.940280237719516 0.12232060727870653 0.5800502690464404 3.218360185623169 False 10 7200 9.533 21.71 2664.9258 0.9039434281849257 0.18059600722634406 0.5485419515417991 3.5723822116851807 2784.0696 0.9156304292275256 0.15606224646134692 0.6008157822585475 3.2604899406433105 False 11 7300 9.616 22.11 2665.334 0.8987550971793611 0.18805328560938567 0.546094045027016 3.3931148052215576 2789.3928 0.9117129684624001 0.16080882139159827 0.5992974976156197 3.095724582672119 False 11 7400 9.502 22.37 3185.4128 0.9008643354619418 0.18942677076291425 0.577512043025574 3.358354330062866 2763.4268 0.9137932629573442 0.1612730575580473 0.6266621873874513 3.062659740447998 True 11 7500 9.793 22.54 3015.0647 0.9019486027792253 0.19346283271520326 0.5536826623081665 3.3994104862213135 2711.482 0.9146664479225403 0.16491308639109414 0.6111946797014525 3.0535881519317627 True 11 7600 9.935 21.84 3187.9827 0.8917318907970596 0.19778477795006805 0.5735973120705116 3.2543623447418213 2667.3533 0.906864194483482 0.1676039606116593 0.6242173974345405 2.955547571182251 True 11 7700 9.54 22.36 2713.9 0.9022389907075249 0.18871018506281426 0.5659152115230743 3.537820816040039 2775.238 0.9143621031414864 0.16116769618267834 0.6209117345670859 3.2271225452423096 False 11 7800 9.507 21.88 2589.6895 0.8919805883989742 0.20260922861779426 0.5769323627764769 3.203751802444458 2682.8857 0.9064129507277632 0.1708021960658273 0.6291169153542622 2.8977749347686768 False 12 7900 9.672 22.05 2767.7876 0.8943317681361727 0.1945337996671718 0.5556784635007919 3.3944432735443115 2704.8115 0.9092411355933552 0.1620032952199845 0.6118765633058345 3.1014158725738525 False 12 8000 9.496 21.31 2738.5276 0.8965109481790611 0.18813026447439965 0.560127919317141 3.490887403488159 2698.101 0.9109286119923333 0.15680963482013727 0.6134943837924707 3.2343406677246094 False 12 8100 9.348 21.92 2695.5273 0.8996015289585668 0.18999539063896795 0.5647812073939841 3.3371059894561768 2718.7808 0.9138419450097816 0.15879682805298176 0.6196980629030262 3.0322816371917725 False 12 8200 9.502 22.96 2798.0154 0.9067609724182608 0.18426333060736402 0.5470629675593113 3.7274715900421143 2814.0586 0.9165720704365207 0.15792138757842208 0.6073180995482069 3.35996150970459 False 12 8300 8.054 22.64 2522.7913 0.8997654732094986 0.19124109508960613 0.5659025174939143 3.324577808380127 2772.1763 0.9130170429189349 0.160037013066826 0.6223902753375752 3.0158793926239014 False 12 8400 9.374 22.08 2443.6433 0.8955575170900059 0.20056734876905993 0.5621523583703788 3.3566184043884277 2763.912 0.9108466894619024 0.1665056346523235 0.6140889491568896 3.050689697265625 False 12 8500 9.158 21.96 2483.1284 0.9046582598430923 0.186610416615856 0.49456587108035166 4.320071697235107 2908.1301 0.9178886996824726 0.1558588848931899 0.5656163420000002 3.972080707550049 False 13 8600 9.38 23.15 2260.7883 0.8899310065603884 0.2069469549981859 0.5312969819168212 3.4342620372772217 2612.7449 0.9054291482904535 0.17384723062927968 0.5948946114789424 3.063568592071533 True 13 8700 9.934 22.49 2220.992 0.888467446417425 0.2157198816650588 0.5638412307733355 3.2760062217712402 2590.2913 0.905003928130745 0.17912755370894334 0.6170802770474804 2.9673590660095215 True 13 8800 9.729 22.84 2350.1985 0.8858738388293926 0.21297816651259177 0.5755414410512164 3.2577004432678223 2602.1094 0.9046278079787023 0.17408431033731878 0.6272675570236105 2.971738815307617 False 13 8900 9.515 22.19 2246.6047 0.8805068766500871 0.22269822001683653 0.5778065194606476 3.226994037628174 2571.6296 0.9006266642693781 0.17991608260521602 0.6275549391159688 2.9366958141326904 True 13 9000 9.867 24.36 2198.7004 0.8780868479603788 0.2265732181402332 0.5834081215099998 3.1755683422088623 2556.7827 0.9000773381472847 0.18069231558677593 0.6294175383785239 2.9053192138671875 True 13 9100 9.838 22.42 2575.2812 0.9110871941597919 0.16099750681080213 0.577826513030964 3.207327127456665 3302.7324 0.9265440124170833 0.12732358632099372 0.6265298943648836 2.9121358394622803 False 14 9200 9.599 23.68 2916.6404 0.8930512092370068 0.20670859259169233 0.590184956580406 3.1444644927978516 2648.2493 0.9076671715607736 0.17311930496484879 0.6366509696287742 2.8706648349761963 False 14 9300 9.466 22.79 2413.5981 0.9022606350493114 0.1906851383843178 0.5720394283092711 3.2925500869750977 2766.926 0.9145903413449628 0.16129202221147548 0.6279902896466908 2.9470574855804443 False 14 9400 9.248 23.88 2145.4568 0.8845207300339181 0.2135379146661583 0.5861507835389013 3.1580393314361572 2615.0713 0.9026363387166817 0.17552295852584057 0.6371889270990725 2.8596205711364746 False 14 9500 9.475 21.9 2008.0372 0.8816886131265614 0.22017343138657694 0.591172569000447 3.1245572566986084 2555.056 0.9010244700973944 0.17882731015464928 0.6394537704289942 2.8261725902557373 True 14 9600 9.71 22.26 2066.2915 0.8892725392860915 0.20692919119947378 0.5920903315878698 3.6670234203338623 2808.8716 0.9073692051554142 0.1650395653073856 0.6421832228033855 3.3808863162994385 False 14 9700 9.486 27.2 2200.7532 0.8883033634821784 0.20102849023002226 0.58179836719044 3.373870849609375 2721.5745 0.9065170268658814 0.16119018344492506 0.6327209126064522 3.069779396057129 False 14 9800 9.6 22.07 2032.4214 0.8843801699460251 0.21701248061446815 0.5821672952674399 3.212944984436035 2666.392 0.9041182456951693 0.17165327411556713 0.6302826501574775 2.9219229221343994 False 15 9900 9.428 23.96 2004.8938 0.8858514660211072 0.21700034106098548 0.5786279066973099 3.1870276927948 2664.929 0.9053318883558454 0.17363562409310893 0.6287863840321798 2.886465072631836 False 15 10000 9.706 21.2 1934.0995 0.8793358811056724 0.22661401279596158 0.5940978918006489 3.1419098377227783 2607.048 0.9008983646736263 0.1790451323469026 0.6391006470430404 2.8749940395355225 False 15 10100 9.706 22.21 1897.8872 0.8719983395009436 0.23266166800873858 0.5964227314903829 3.3781611919403076 2615.1772 0.8971095372181356 0.17904768181697414 0.6400223479964999 3.120760440826416 False 15 10200 9.732 21.93 1961.8638 0.8920829759316975 0.20541108781922013 0.5915564277112637 3.1840896606445312 2856.7598 0.913829320827821 0.15687699378557188 0.6391540587315526 2.8981077671051025 False 15 10300 9.268 21.93 2528.6794 0.8875763697160787 0.2256571235726603 0.5835160961827036 3.2142112255096436 2710.1553 0.9078008554006153 0.17728196872086338 0.6316721741467819 2.92409086227417 False 15 10400 9.487 21.44 2583.0037 0.8846740769001348 0.21337820655377857 0.5868865917770489 3.1960694789886475 2632.6577 0.9046727848373305 0.17050337580855543 0.6324916901268398 2.9368784427642822 False 16 10500 9.424 22.9 2591.0637 0.8791774242895256 0.22310696646904632 0.5993283902297898 3.100497007369995 2594.7417 0.9008714439016563 0.17699537837733662 0.6449851599110128 2.82305908203125 False 16 10600 9.704 22.04 2277.72 0.8776487702990071 0.22784218745767057 0.6073520106738467 3.040846586227417 2580.8108 0.9011920791849366 0.1765701819903247 0.6518091176604824 2.7713522911071777 False 16 10700 9.275 21.7 2157.5342 0.8766390646806257 0.2335176170058419 0.6031550036224518 3.061429262161255 2569.1658 0.9009636607893794 0.1802841869516246 0.6479877222289024 2.78794527053833 False 16 10800 9.709 22.01 2091.5627 0.8797995592010628 0.2223092561228897 0.5854621462900751 3.2110238075256348 2629.4436 0.9010719270321067 0.17523791297923852 0.638020773764629 2.919001579284668 False 16 10900 9.559 22.03 1991.4768 0.8733688352409086 0.23755800153346318 0.5967784731635789 3.110576868057251 2576.527 0.897471175972434 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0.18008466382365843 0.6422431579712985 2.905862331390381 False 18 12000 9.44 22.44 1898.6274 0.8766239069002749 0.2438623267574034 0.5964911290425434 3.1132326126098633 2540.6792 0.9015800504745556 0.18715446566544075 0.6480884929144729 2.807821273803711 False 18 12100 9.603 21.93 1943.9854 0.8689294171270389 0.24300049421925182 0.6023638647824014 3.0858774185180664 2471.7744 0.8969507933945923 0.18472363663234764 0.6497897131854071 2.801367998123169 True 18 12200 9.075 22.0 1986.0742 0.8772764691200626 0.22771713007259023 0.5836471440495007 3.238337755203247 2582.3848 0.9000902421494196 0.17531918228188811 0.6381484791262696 2.920790433883667 False 18 12300 8.689 21.07 1993.0166 0.8725977258924182 0.240823044132471 0.6007642123384079 3.105964183807373 2531.8875 0.8984769469943057 0.18318814047473078 0.6531940826775191 2.7906224727630615 False 18 12400 7.829 22.59 2174.3584 0.869284756380622 0.24634168689613906 0.6121762690930183 3.070620536804199 2498.0352 0.8966604516605291 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0.6438376091253383 2.855069637298584 False 20 13500 9.329 21.92 1898.5145 0.8880819723907529 0.22885569665332164 0.5913226772675536 3.345696449279785 2794.464 0.9125927990043554 0.16719054367096842 0.6389311258575134 3.0359084606170654 False 20 13600 9.587 22.06 1770.9526 0.8607409088375687 0.2606022972743517 0.6154382975485715 3.0234806537628174 2515.0334 0.8937291919268965 0.1885180240364116 0.6599954662156908 2.759411573410034 False 20 13700 9.415 23.89 1972.7587 0.8602209719816819 0.26349424932288384 0.6153430340336641 3.0418906211853027 2507.019 0.8945205254043912 0.18848434691264135 0.6600946608436983 2.7659201622009277 False 21 13800 9.512 21.83 1936.716 0.8708871486945522 0.2522150520627918 0.5989662632013171 3.1240150928497314 2572.349 0.8990402911446979 0.18595522024651276 0.6490718367175669 2.8187618255615234 False 21 13900 9.657 24.11 1860.5059 0.8661312878996656 0.2546329228786182 0.6056827860039857 3.0406198501586914 2557.767 0.898826276921611 0.18147415891746352 0.6495570498435238 2.761000394821167 False 21 14000 9.623 21.71 1781.4501 0.8622318845038126 0.2569898615675089 0.6139323115128127 2.9871697425842285 2540.6816 0.896877208074121 0.18145636288507913 0.6552754620738014 2.7220818996429443 False 21 14100 9.4 22.47 1732.437 0.8624069216453654 0.257446526587457 0.6237125627941108 2.9514636993408203 2593.5388 0.8993221128418636 0.17824811110729805 0.6617961645489423 2.7151026725769043 False 21 14200 9.656 24.32 1694.7328 0.8664683657656075 0.2507679623715046 0.6203731190472518 2.98836350440979 2551.634 0.8999285668126813 0.17767386758096404 0.6606403520870283 2.7402408123016357 False 21 14300 9.701 21.71 2051.5107 0.8737606836282305 0.2537080518959742 0.6100964936871806 3.198641777038574 2594.0908 0.9042526623858154 0.18215750926130536 0.6518528430835419 2.9422357082366943 False 21 14400 9.637 25.11 1936.493 0.86104133651553 0.2537145213919254 0.6236261719449667 3.090012550354004 2653.0583 0.8977545003700113 0.17682711757486091 0.6641312382978635 2.8788015842437744 False 22 14500 10.34 22.24 1868.6871 0.8517258756153886 0.2718224184244489 0.6248624499450721 2.9292213916778564 2444.2825 0.8892269770127502 0.1931548949351205 0.6616104274593827 2.692112684249878 True 22 14600 9.523 22.27 1872.078 0.8611440309173819 0.27235484555978906 0.6206933600470476 3.009798765182495 2488.749 0.8962787602022143 0.19283139794969817 0.6596121745857142 2.748709201812744 False 22 14700 10.43 22.09 1778.3615 0.8559632057811943 0.269150566226422 0.6183540134753308 2.9806551933288574 2512.9683 0.8920479831375869 0.19103720674145652 0.6589547994491451 2.7234184741973877 False 22 14800 9.217 21.3 2016.8031 0.8674167627203508 0.2522630772346129 0.614495939995011 3.2412257194519043 2516.967 0.8981446117255115 0.1824157618867972 0.6547841790388719 2.9826087951660156 False 22 14900 9.505 21.15 1765.8821 0.8681248101198341 0.26229464762234234 0.6234898010324782 3.0060250759124756 2542.3481 0.8996521345098539 0.18901183849523234 0.661612764985253 2.7834203243255615 False 22 15000 8.178 22.3 1791.2755 0.8634403156286211 0.26950998732732334 0.6206427826813327 2.9720282554626465 2507.8848 0.8959975082053532 0.19418770080362938 0.656950816120163 2.7355456352233887 False 23 15100 9.505 22.01 1801.3488 0.8527951081682996 0.2724726190286702 0.6264076004222966 2.936211585998535 2494.4595 0.8920748630584031 0.18967607119226584 0.6623794542386822 2.710986852645874 False 23 15200 8.566 22.28 1683.1368 0.8509342556566126 0.2799398334684847 0.6302039841460674 2.893961191177368 2447.669 0.8912453383521012 0.19443188395740757 0.6649621664453174 2.6697616577148438 False 23 15300 9.693 21.9 1669.978 0.8651358430687556 0.2610849911325452 0.6228885516915629 3.2147295475006104 2592.316 0.8990237861273137 0.18396850855427427 0.6628135136166283 2.9726555347442627 False 23 15400 9.158 22.67 1596.0804 0.8593371477043202 0.27200659509975345 0.6173636542867135 3.068002939224243 2553.6045 0.8961012162989784 0.18900578873861315 0.6576020382843931 2.8052141666412354 False 23 15500 9.668 21.41 1681.1053 0.8606333554214479 0.26165565858365586 0.6299673744640492 2.8874382972717285 2551.2598 0.8979151466054015 0.1799430836065196 0.6701818733631288 2.62528920173645 False 23 15600 9.835 22.2 1785.446 0.8499934747698398 0.28498967219302646 0.6288879270343425 2.913308620452881 2432.1292 0.8904438208391925 0.19746839108232117 0.666490925231246 2.660672426223755 True 23 15700 10.11 21.62 1732.8809 0.8604825211276568 0.28406225037423877 0.6374153190143532 2.8979721069335938 2492.8909 0.8977459517142604 0.19592745786533883 0.6723334307317014 2.6781420707702637 False 24 15800 9.445 23.36 1654.5555 0.8513152395467998 0.276302817301045 0.6220907128765879 3.0051937103271484 2483.5752 0.8905173800023323 0.19127654759410492 0.6608346417679813 2.7469475269317627 False 24 15900 9.695 21.4 1722.2766 0.8620464614913503 0.27254499584515696 0.6329074842472162 3.027695894241333 2561.2632 0.8994961115494828 0.18566412087956422 0.6666836931489183 2.8220953941345215 False 24 16000 9.489 22.51 1945.7823 0.8511712239630858 0.27478677053203704 0.6273519053227515 3.1605961322784424 2456.015 0.890606302008499 0.19010924838213372 0.663368063704688 2.9353818893432617 False 24 16100 8.146 22.05 1849.3328 0.8530008955487267 0.2783822479252417 0.6326374515735588 2.9293787479400635 2513.1704 0.8946829237582723 0.18789871847566267 0.6686433307085916 2.7076995372772217 False 24 16200 9.617 22.3 2056.033 0.8789035762812156 0.24428149721612968 0.5955278723652906 3.192854642868042 2630.5684 0.9046936623599096 0.17906088573884127 0.6450988632568911 2.891444444656372 False 24 16300 8.306 21.29 1738.5322 0.8663824238681529 0.26387530605267856 0.6183464288754018 3.087451457977295 2508.6685 0.8997032818638275 0.18525905432045398 0.6605251804881312 2.8179636001586914 False 25 16400 9.661 23.05 1636.4105 0.8522809208227462 0.27033247299085117 0.6278500259661496 3.001967668533325 2471.1726 0.8932176856698507 0.18327838254630116 0.6645822450829304 2.7729761600494385 False 25 16500 8.881 24.58 1896.5568 0.8610347840516865 0.2685152707482133 0.6255291403989509 2.9017157554626465 2470.089 0.8975927512485976 0.1862005894260146 0.6638291757556654 2.64678955078125 False 25 16600 9.534 22.09 1802.5326 0.8542272056399989 0.27792302950409253 0.6265130453483762 2.911210775375366 2440.614 0.8940070189085888 0.19037421056154696 0.6624835806395237 2.672037363052368 False 25 16700 9.648 21.38 1838.3921 0.8686689540470816 0.2663782225380303 0.6329826415301235 2.9057443141937256 2525.8079 0.9023547092839023 0.18399349588577266 0.6669158678144851 2.694395065307617 False 25 16800 9.568 22.25 2105.8335 0.8667637011440025 0.271102930949892 0.63496573667574 2.945549726486206 2560.8577 0.8995407980026665 0.191199258601729 0.6695846725235565 2.7204127311706543 False 25 16900 9.517 22.23 1866.0331 0.8714054463738014 0.2702366481228239 0.6257017574067952 3.056929349899292 2534.5425 0.9034946424836799 0.18952016066801555 0.6638267272034308 2.8043761253356934 False 25 17000 9.682 21.72 1745.0726 0.8605022386533071 0.27843083908568517 0.6318961098908604 2.938957452774048 2469.9507 0.899150352789728 0.18798101438009365 0.6654566293613904 2.7268710136413574 False 26 17100 9.371 22.84 1618.9336 0.8437254289902167 0.2945402702869464 0.642001585495611 2.8913328647613525 2431.5134 0.8907369060199783 0.19333000391096594 0.672774770405555 2.7010157108306885 False 26 17200 9.651 21.59 1613.8264 0.850615982544089 0.27789280874938643 0.6391699596694598 2.9233453273773193 2483.4976 0.8936804863413083 0.1857315526947998 0.6696648638362795 2.748673915863037 False 26 17300 9.428 22.47 1760.1187 0.8494063165303348 0.2867787241560889 0.638173918676219 2.872199535369873 2428.7515 0.8918770347629185 0.19378476455953364 0.6705002168720412 2.648611545562744 True 26 17400 10.03 21.99 1707.3773 0.8475329795968874 0.286668526812211 0.6405131024478254 2.946187973022461 2414.8682 0.8902719782978215 0.19363475480303588 0.6740884990103785 2.7366385459899902 True 26 17500 9.958 22.41 1671.6023 0.844662687557436 0.29256026076063824 0.6341776777568181 2.8643527030944824 2456.5007 0.8912130539468468 0.19153304369619392 0.6668504703917807 2.644505262374878 False 26 17600 9.712 21.43 1834.6655 0.8446109460062654 0.28981800342441416 0.637399997866034 2.8791959285736084 2458.86 0.8904527585769141 0.19094286732595409 0.6690570905604295 2.6702709197998047 False 26 17700 9.952 22.29 1769.8138 0.851113052509527 0.28900647977103694 0.6438236791048085 2.8145618438720703 2434.327 0.89443568648997 0.19057616007922237 0.674643767957469 2.601308584213257 False 27 17800 9.643 22.33 1627.9623 0.8592357172197127 0.28249452595085106 0.630125720435968 2.895885944366455 2536.5767 0.897577607827139 0.19130997981553965 0.6638269898294453 2.674217700958252 False 27 17900 10.23 21.87 1818.0895 0.8447351787860109 0.2884496382509353 0.641159899360489 2.9738664627075195 2496.7178 0.8912354753334408 0.18934642303493007 0.6696213721545596 2.7682597637176514 False 27 18000 9.546 21.65 1825.3762 0.857278630797844 0.2828003209500349 0.6431301740567278 2.8437304496765137 2524.4453 0.8989487538515898 0.18604060112308446 0.6720127094594742 2.6459357738494873 False 27 18100 9.646 21.73 1820.1608 0.8526066626379266 0.28959575237574864 0.6472928232726279 2.903667449951172 2468.891 0.8959193235024112 0.19025295757581479 0.6756403782039876 2.693941354751587 False 27 18200 9.71 22.38 1707.9963 0.8411567354800042 0.2944883209403537 0.6419269910975632 2.8003525733947754 2422.8052 0.8903569572101981 0.18940475013581407 0.6729785464806746 2.5840022563934326 True 27 18300 10.14 21.63 1639.4526 0.8540400720324509 0.2937374129580959 0.6400770879278819 2.8274266719818115 2488.0608 0.8973527329046954 0.1916656082668248 0.6705246906622779 2.6205313205718994 False 28 18400 9.505 22.45 1594.5824 0.8510468693227928 0.27429502818532336 0.6390045269626612 2.88543438911438 2551.9883 0.8952383717491382 0.17985596696384112 0.672009404590789 2.672246217727661 False 28 18500 9.47 22.38 1583.753 0.8466281213557847 0.28708595732961023 0.6505313821006135 2.884448766708374 2486.7708 0.8927663523162765 0.187774026243782 0.6814792112870193 2.664038896560669 False 28 18600 9.59 22.43 1607.9172 0.8560334584738216 0.27974429879717694 0.6268680012656699 2.935253381729126 2487.8196 0.8957655051394132 0.18849850866568005 0.6645976958684359 2.696967601776123 False 28 18700 9.637 22.32 1503.3503 0.8481490022012965 0.2970313679210909 0.6434394950107245 2.8586230278015137 2474.9226 0.8943257350253996 0.19466156065849238 0.6754741403360187 2.641204595565796 False 28 18800 9.477 22.81 1487.9736 0.8452971901799191 0.2893404834314057 0.6397565336439668 2.880544662475586 2483.4878 0.8937659714401763 0.18519462219888763 0.6709496104648299 2.675602674484253 False 28 18900 9.631 22.25 1438.2299 0.8411568666275109 0.3016638954882685 0.6501728039655907 2.8063607215881348 2447.549 0.8918335771419549 0.19255850621921447 0.6773676267879812 2.612326145172119 False 28 19000 9.513 22.6 1445.5966 0.8384567848549253 0.3053669490419312 0.653253679172018 2.7657294273376465 2432.0552 0.8895839432754898 0.19575560415578558 0.6821991489387635 2.567746162414551 False 29 19100 9.568 21.89 1468.0975 0.8439104746340633 0.30464258311107917 0.6533318836573394 2.7680065631866455 2411.1328 0.8925424913216194 0.19525120896597092 0.6787591373465276 2.587904930114746 True 29 19200 9.974 22.38 1447.5261 0.8369226532214066 0.31164936435146534 0.6534017389796376 2.735856056213379 2383.816 0.8898571610518579 0.1982338215329946 0.6778273181638393 2.5601370334625244 True 29 19300 9.88 25.6 1450.7054 0.8462073732920015 0.3047247292096568 0.6476085168772643 2.8006958961486816 2415.262 0.8936785828530006 0.19671642187779018 0.670512864806032 2.637302875518799 False 29 19400 10.83 21.88 1691.5741 0.8358363157851874 0.3081550000329952 0.6548624445157508 2.8419740200042725 2439.4458 0.8905400490323795 0.1917554739694287 0.678890161877243 2.679142951965332 False 29 19500 9.337 27.19 1622.6205 0.8487079432980437 0.3094990611576914 0.6494680470426343 2.8066539764404297 2467.6113 0.8955883785334552 0.19937034402540696 0.6731827642339744 2.636136293411255 False 29 19600 10.6 21.88 2174.392 0.8410165880522883 0.2864331323970032 0.6456647475946117 2.7911856174468994 2481.2075 0.8895207014095697 0.18358695120908614 0.6728826336624482 2.603287935256958 False 30 19700 9.475 21.9 1867.2749 0.8536605230236171 0.2933142678456703 0.6447097443136133 2.7941396236419678 2460.5867 0.8978504775839364 0.18962662967238586 0.6723780247124501 2.5968101024627686 False 30 19800 10.76 21.91 1568.1417 0.8502841818423675 0.29508982004099416 0.644924104666924 2.873080015182495 2490.3137 0.8953487226050926 0.189009123057715 0.6694029626622438 2.7146434783935547 False 30 19900 9.333 22.32 1673.7667 0.8666256429058186 0.27501443031710543 0.6415181715831809 2.9017248153686523 2573.1272 0.9047656241643506 0.1791424153504796 0.670230156462095 2.7062828540802 False 30 20000 10.53 21.62 1609.7882 0.8368785834001355 0.2998462930675622 0.64985662778501 2.801687717437744 2465.2375 0.8893747398257913 0.18799604443041565 0.6757181608808002 2.631139039993286 False 30 20100 9.204 23.73 1677.5305 0.849812148228713 0.2822000881758621 0.6477242907891815 2.8630998134613037 2585.6758 0.8982757975209102 0.17447609198435066 0.6729809810005477 2.686398506164551 False 30 20200 9.82 22.26 1577.932 0.8360934038692577 0.3072488575962799 0.6502212062971213 2.842343330383301 2417.3193 0.8883384837571856 0.19532519843051901 0.6777503468386208 2.648624897003174 False 30 20300 9.794 22.33 1620.5415 0.840356586492184 0.29779716605052803 0.6491336074226733 2.765699625015259 2517.42 0.892417038819079 0.18477625612101775 0.6759191676399307 2.5739762783050537 False 31 20400 9.989 22.01 1554.2682 0.8367523150428194 0.3144521978504589 0.6589524600388887 2.742980480194092 2432.657 0.8899032623502303 0.19817504451020654 0.6798096162279101 2.5995230674743652 False 31 20500 9.794 22.53 1587.5977 0.8529919740388721 0.2904054367026821 0.6428518415164788 2.8152685165405273 2562.6226 0.8957373388889197 0.19075911663915032 0.6737375945091465 2.598951578140259 False 31 20600 9.872 22.07 1448.1033 0.8369568384095731 0.3083545686033223 0.6536078972062491 2.7334506511688232 2399.3604 0.8893576964053769 0.1955738840858081 0.6797624890424896 2.546502113342285 False 31 20700 9.389 22.31 1416.1573 0.8426875386237915 0.3115733403359541 0.6585392234684804 2.70139479637146 2439.4946 0.8950163371261388 0.19365264538445232 0.6853562809385182 2.507301092147827 False 31 20800 9.559 22.02 1547.3453 0.8382337825896261 0.30775066097736703 0.6475897410671568 2.8017396926879883 2370.1946 0.8906369762139796 0.19275126347432725 0.6714918226586893 2.6264867782592773 True 31 20900 9.424 22.0 1560.8607 0.8386787411352596 0.30884888054523335 0.6530647634231194 2.911620616912842 2450.1594 0.8936522064109649 0.18720930858749196 0.6734171933657945 2.73979115486145 False 32 21000 9.446 22.21 1609.4823 0.8536760606825617 0.2838418256195289 0.6428014270259976 2.868870973587036 2591.5913 0.9011253656671405 0.17516099141141284 0.6657567151684871 2.7049012184143066 False 32 21100 9.518 22.46 1425.9653 0.8350096515741784 0.3052324739703485 0.6524454462570747 2.770289182662964 2458.6633 0.8903461556918968 0.1868985751824177 0.6707409629203892 2.6434097290039062 False 32 21200 9.461 21.58 1443.6768 0.8446769259015253 0.303105185895983 0.6471556348607341 2.78503680229187 2470.5437 0.8942629962860824 0.1902435402274621 0.6677751843099047 2.6351871490478516 False 32 21300 9.318 21.99 1686.8254 0.8511668493532611 0.29383032268350506 0.6408989389701663 3.1400721073150635 2523.4592 0.896371785993475 0.18794550296887566 0.6672417633722066 2.9299142360687256 False 32 21400 9.472 22.12 1719.1115 0.8451727907302985 0.3012650820990464 0.6544541437456289 3.0179643630981445 2529.5693 0.894877899213189 0.18922284417255428 0.6686640331655855 2.9396655559539795 False 32 21500 9.502 21.82 1689.7242 0.83083942467672 0.31541683843492235 0.6515747602607724 2.75968074798584 2452.4858 0.8877138607339707 0.19377373254445118 0.6700695640183095 2.6252527236938477 False 32 21600 9.504 23.08 1656.4923 0.8354569237082039 0.31543173088996845 0.6582963930348232 2.7491438388824463 2435.3567 0.8900835089519672 0.19466729147748815 0.6756486272337953 2.6068050861358643 False 33 21700 9.64 22.28 1556.1548 0.8318624359422446 0.32212363594566834 0.6529443813260848 2.73933744430542 2417.071 0.8894933633261549 0.19627180750396175 0.6715115966149114 2.5970499515533447 False 33 21800 9.451 24.47 1548.9904 0.8410624300566568 0.31484365248260465 0.6594182950307985 2.721203088760376 2467.4219 0.8936590838230906 0.19432897374819286 0.6777604076384521 2.5818169116973877 False 33 21900 9.63 22.59 1533.9607 0.8369345868481932 0.30609452359864453 0.6638527394198998 2.6919405460357666 2431.1094 0.8918204948093079 0.18642923573358428 0.6808758626535598 2.5651204586029053 False 33 22000 9.491 23.54 1738.6045 0.8528882530145007 0.2852943915922138 0.6530736628337837 3.12849760055542 2557.7053 0.8980012631903106 0.1798062587162485 0.6783400274563648 2.9143879413604736 False 33 22100 9.819 22.06 1666.2865 0.8424374275992093 0.3039755721046943 0.660127942298898 3.0329926013946533 2450.3196 0.8927935268316548 0.19052667619184754 0.6837669907629917 2.8302297592163086 False 33 22200 9.39 22.51 1674.1641 0.8386944353974125 0.30800583835031775 0.6680070235954921 2.7122654914855957 2481.9714 0.8939651794901957 0.1858539436713722 0.6835383767033544 2.593468189239502 False 33 22300 10.19 22.17 1545.861 0.8394740282126749 0.31808173520839894 0.6645859186817229 2.7113680839538574 2432.6658 0.8925813280930895 0.19671122230782642 0.6811576648483686 2.590428352355957 False 34 22400 9.558 22.25 1532.081 0.834640464685487 0.32021187590784883 0.6631826672400544 2.7489326000213623 2406.4648 0.8912380509027437 0.1953257845189429 0.6733161763007062 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