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 1.98 28.06 109541.445 inf 0.005831973631361771 -0.2949594241343766 597.3052368164062 26494.73 inf 0.0034301236482183004 -0.39580120106559513 600.5208740234375 True 0 100 10.91 26.48 9138.155 0.9724829163610179 0.014240059338815537 -0.2988622165215102 25.22900390625 3934.475 0.9731411880331701 0.01283056384724915 -0.40011616639151804 24.627897262573242 True 0 200 10.11 25.1 7283.235 0.9746204409169016 0.008311127035751596 -0.2719447008176966 7.45130729675293 4384.2144 0.9747467071085218 0.011273991212217439 -0.37742611785237395 7.056403160095215 True 0 300 10.03 24.96 6926.7144 0.9708924980930083 0.02374485870355252 -0.28584307584151836 2.8128421306610107 4008.8394 0.9708715401634459 0.0281064908241647 -0.3904539315473716 2.819448232650757 True 0 400 9.329 24.06 6302.941 0.9687144947856658 0.04558259654014134 -0.2791921818856168 11.36319351196289 3743.4622 0.9687746958823116 0.049201843053311524 -0.37879631569433864 10.775620460510254 False 0 500 10.13 24.9 5930.4526 0.9682309291977559 0.03176288149075509 -0.27272856205719276 4.358317852020264 4027.9363 0.967561690925114 0.036760919559895855 -0.3716870894634268 4.325699806213379 False 0 600 9.603 25.57 5623.1265 0.9675737642162094 0.04734226053150497 -0.16686674769751125 2.817640781402588 3802.1826 0.967410181849338 0.05168718931418936 -0.25356283046867084 2.604418992996216 True 0 700 9.89 25.29 5607.746 0.9635038429949102 0.060410707922415305 -0.04022855421837526 2.2923872470855713 3543.2673 0.9633401700719514 0.06327123916509189 -0.0920757931172994 2.1189608573913574 True 1 800 11.04 24.84 6960.5005 0.9687829629992181 0.02908765333693761 -0.21075046185950308 3.9821856021881104 4137.4556 0.9684495651736487 0.029965540977202325 -0.3154540070494866 3.7442357540130615 False 1 900 11.16 25.05 8579.734 0.976767811209205 0.012769057694520296 0.11434553165700019 3.584146022796631 7341.45 0.9769588346266711 0.0155980934585076 0.13043943506900327 3.329899549484253 False 1 1000 9.762 24.55 33817.098 0.9711315347967856 0.0249537669807473 -0.2536712819497984 5.692935466766357 9538.346 0.972302036815146 0.021873905939904525 -0.34374636239593864 6.287951469421387 False 1 1100 10.86 24.38 5944.085 0.9692042695067103 0.030539925763610944 -0.2595578870619451 3.205003023147583 4017.6409 0.9688810138914977 0.034463324328573734 -0.36504607103994907 3.2976551055908203 False 1 1200 9.533 25.34 5566.0786 0.9622464168960716 0.0676264250142057 -0.19257526858217153 2.457819938659668 3560.1624 0.9614153196997847 0.07451721604555749 -0.3120162455552574 2.329374074935913 False 1 1300 10.22 24.61 12471.418 0.9725319481205902 0.01987074065060236 -0.26706923363374435 3.7530405521392822 4678.764 0.973114230474475 0.018834223224090285 -0.35995860865657114 3.517786979675293 False 1 1400 9.041 25.17 5921.193 0.9663619683646423 0.040713098327181056 -0.24740544403084266 2.9407973289489746 3561.6821 0.9665440341514109 0.04066204441536728 -0.34318707225286266 2.9062366485595703 False 2 1500 11.01 24.63 5166.9043 0.9670484432044291 0.04024113861168716 0.20324716868923107 3.5007174015045166 3668.6096 0.9675106801490905 0.04123240313244146 0.26506835594270844 3.2473316192626953 False 2 1600 9.488 24.85 5571.3984 0.9648018208324429 0.05753552525214303 0.034192467878155025 2.336040735244751 3644.6367 0.9642476594359761 0.06494797782741236 -0.016773745324939998 2.1534628868103027 False 2 1700 9.801 25.03 5250.405 0.9637315665759973 0.05912622345181944 -0.1518376188591982 2.591580629348755 3591.916 0.9633124808891635 0.06451517779527624 -0.2560822440883855 2.4910802841186523 False 2 1800 9.529 25.37 4911.536 0.964523702899484 0.05252525814164581 -0.08748288251987857 2.6952691078186035 3719.951 0.9641014976305697 0.05803985807690683 -0.18970252640977275 2.5324573516845703 False 2 1900 9.512 24.74 5506.6924 0.9706854062079182 0.027267960771571214 -0.03622631005381872 2.6103618144989014 4350.574 0.9706772847312741 0.030122593360278397 -0.10876291984842665 2.488271713256836 False 2 2000 9.341 25.32 4558.084 0.9617215833366293 0.06909232686221561 -0.16007383849684398 2.427201747894287 3499.67 0.9613914517166813 0.07409769993789779 -0.29389500304211597 2.323092222213745 True 2 2100 10.45 24.76 4356.5845 0.9583066028168911 0.07119955905688707 -0.13839428035624093 2.376251697540283 3334.2046 0.9578759368544933 0.07426980132201612 -0.26176759766115737 2.254570960998535 True 2 2200 9.311 25.28 5011.017 0.9589135577107557 0.07122530862756227 0.08143156003857525 2.493793249130249 3434.8997 0.9582416923090362 0.07614795908006962 0.06554769058502612 2.304058074951172 False 3 2300 9.515 25.04 4787.5034 0.9595375080466814 0.07593622272524933 0.17560901008354693 2.2010223865509033 3379.9558 0.959084760909694 0.08074455653533821 0.22913583388937334 1.9866621494293213 False 3 2400 9.272 26.31 4888.3115 0.9561198236164271 0.0717021077673754 0.14251121951938517 2.2056307792663574 3276.5337 0.9557880889186907 0.07408442411122852 0.17596821950616073 2.0180468559265137 True 3 2500 9.848 24.52 5024.127 0.9627671689932424 0.06739198740258777 0.14205874422664863 2.8012471199035645 3535.873 0.962009822377857 0.07374131674284398 0.14742484533167777 2.5964884757995605 False 3 2600 9.595 25.54 4934.8857 0.9574900330428967 0.061689772081053834 0.15372935783851377 2.266611099243164 3452.7612 0.9564992070642141 0.06513617738203978 0.16679495635731595 2.0774643421173096 False 3 2700 9.631 24.78 4730.027 0.963219890734554 0.05463140596580487 0.24227308335049175 2.76431941986084 3678.0051 0.9625349313935431 0.059505262599364714 0.29801448093661975 2.557060956954956 False 3 2800 9.645 24.79 4200.7974 0.9553252826963005 0.07783227785439932 0.17140062293784625 2.1746439933776855 3251.614 0.9546278692365019 0.08214752233235874 0.189139366721907 1.9954463243484497 True 3 2900 10.17 23.86 5052.81 0.9572319382864783 0.07004905037849664 0.18474682976842205 2.2607836723327637 3479.2273 0.9560472014698072 0.07652018790974949 0.2466835835006254 2.0511553287506104 False 4 3000 9.301 24.43 4738.0503 0.9561264987205006 0.07805355407179035 0.24985543754323292 2.0879650115966797 3327.4646 0.9559268886379853 0.0808150484080851 0.3229946837827904 1.8685888051986694 False 4 3100 9.459 26.78 4725.8237 0.9613864562111735 0.07731078638478811 0.3039538503029424 2.033506393432617 3406.8828 0.961235665796 0.08132145775215607 0.3818534091151357 1.7768007516860962 False 4 3200 10.18 25.18 4382.501 0.9562706927517992 0.07863259094675747 0.29112078636175603 2.037965774536133 3290.4597 0.9555529944164763 0.0829223609271619 0.3536994507469035 1.8163294792175293 False 4 3300 9.446 24.46 6646.5044 0.9696653298775186 0.035145735497461715 -0.07715330491844347 2.893872022628784 6037.7515 0.9698591514731817 0.03636002649952415 -0.19224663451399096 2.806074380874634 False 4 3400 10.04 24.97 4684.272 0.9599113854317847 0.057527219412462444 0.11058808533621144 2.2715399265289307 3840.9216 0.9592634837371832 0.06114821804599677 0.10615535525426273 2.091493606567383 False 4 3500 9.496 28.16 4948.913 0.9617981213851684 0.05268181284070016 0.10976857439048861 2.3235831260681152 3685.2852 0.9632185534111907 0.049330815565568585 0.1263486537050536 2.138169288635254 False 4 3600 11.02 24.85 3745.784 0.9520211216190017 0.08748834838363938 0.050757775561331805 2.4144062995910645 3152.9053 0.9520057019943566 0.0905090867581044 0.017543020764822004 2.2368104457855225 True 5 3700 10.23 24.64 4287.3867 0.9542148192658854 0.07997336090416544 0.1098976318879617 2.1949498653411865 3307.6592 0.953833038246458 0.08396961239256276 0.10692745751584888 2.023648262023926 False 5 3800 10.32 24.81 4202.0913 0.9537223722274569 0.07925341600370654 0.26082312811720254 2.0776846408843994 3315.495 0.9531725193746705 0.08366021052747181 0.31494878607309484 1.8713899850845337 False 5 3900 9.651 25.76 3976.655 0.9488326255993795 0.09600001745992798 0.2515155499506973 2.097278118133545 3168.7458 0.9480985053771162 0.10085681716294015 0.31271227188142753 1.8829623460769653 True 5 4000 11.13 24.88 4701.85 0.9482596477772504 0.09518399049959363 0.1270955234605976 2.2594258785247803 3276.1125 0.9469067544565987 0.10072515310302237 0.13857733086571944 2.071608781814575 False 5 4100 9.484 25.5 4250.147 0.9537103574531726 0.0779152132460683 0.2507421359779293 2.2220823764801025 3270.5896 0.9539242518156935 0.07914248820705992 0.32835078621370584 2.0018601417541504 False 5 4200 11.12 25.06 3915.6697 0.949897711627988 0.0935383324187463 0.24910148081450617 2.0901873111724854 3109.3083 0.9496814246664271 0.0973831762002252 0.3190875368678271 1.8728150129318237 True 5 4300 10.17 25.25 3860.3396 0.9540221986625217 0.08929663544403656 0.04787926264761185 2.272672414779663 3272.9377 0.9531249426368383 0.09501737951196736 -0.025197750187894025 2.112643241882324 False 5 4400 10.61 24.22 3917.5002 0.9476321196028676 0.08849313226332982 -0.044160613910117136 2.291982889175415 3030.778 0.9471063277575676 0.09062487555317623 -0.12744781154536738 2.1389119625091553 True 6 4500 9.767 25.34 3815.3052 0.9483667438272647 0.09468725071596718 0.24466698560741362 2.115727663040161 2944.9211 0.9481506434040478 0.09729642914579643 0.3008039048761368 1.9097132682800293 True 6 4600 10.28 24.47 3642.7366 0.9489668635176123 0.0940621144617033 0.255420989659573 2.1026790142059326 3023.9658 0.9489638188149742 0.0965428502709204 0.31142065854272977 1.8967998027801514 False 6 4700 9.51 24.95 3708.6997 0.9517994139822188 0.09890443649881844 0.07135282053613218 2.9412596225738525 3085.6453 0.9516544270257976 0.10288061739823119 0.03749062463525148 2.739553451538086 False 6 4800 9.862 24.49 3693.6816 0.9463660749582304 0.09497394320241626 0.23742722293485805 2.1131908893585205 3182.5598 0.9455156735639139 0.09876739292907723 0.27627390271500746 1.9172627925872803 False 6 4900 9.364 25.08 3777.4844 0.947734457842555 0.10058313758539071 0.28022225663752715 2.0482447147369385 3110.3774 0.9475885945394222 0.10328552255590466 0.35938695695107437 1.787089228630066 False 6 5000 9.675 24.74 3656.527 0.9483154559391815 0.10604671032782682 0.1855883389427517 2.161750555038452 3173.2434 0.9476579494527939 0.11080425847026285 0.2405662496790796 1.9413137435913086 False 6 5100 9.227 25.19 3464.227 0.9435701034188552 0.10727623484115205 0.20335074256204344 2.134237051010132 3011.7407 0.9432235961307224 0.11007135498465241 0.2478755760969186 1.929214596748352 False 7 5200 9.522 24.53 3408.9814 0.9416253795970942 0.10738336076365543 0.2567063081982103 2.075009346008301 2952.1191 0.9417689898059143 0.10932236886825107 0.322730551155407 1.844303846359253 False 7 5300 10.78 24.55 3369.1667 0.939982730057675 0.10907283046052856 0.27482276462295535 2.0560643672943115 2928.5554 0.9400995824273888 0.11047831502574772 0.3441232854858532 1.823394536972046 True 7 5400 9.931 28.5 3359.735 0.9394067166446046 0.11634254611719833 0.2718726669389721 2.057764768600464 2971.7478 0.9395459180940362 0.11802633560010559 0.3409833313679514 1.8118970394134521 False 7 5500 9.377 25.09 3614.169 0.9490119822977121 0.08835848753397488 0.3024936679009567 2.0184528827667236 2914.9941 0.9502097346697278 0.08666496291064232 0.375642090395559 1.7701287269592285 True 7 5600 10.04 27.93 4071.5225 0.948299738771995 0.10946439978658595 0.2694497361418991 2.6183910369873047 3074.2825 0.9484018714217116 0.11128148695222444 0.3397140285134246 2.3889529705047607 False 7 5700 10.76 25.21 3733.1343 0.9439491282853765 0.11049432017069463 0.27840623879601917 2.0701160430908203 2988.0862 0.9433536352829232 0.11405088534292153 0.34430230894500086 1.8520230054855347 False 7 5800 9.71 25.92 3760.7852 0.9457787990594715 0.10326903670448785 0.18496290027721313 2.8675785064697266 3022.5862 0.9458193434177254 0.10538595834026597 0.2354331105597312 2.6414051055908203 False 8 5900 10.87 24.47 3906.5774 0.9524476283262352 0.10812337356316128 0.3016040526775958 3.1036367416381836 3122.5164 0.9528300040968134 0.109559407248063 0.3793515649851612 2.867811679840088 False 8 6000 9.654 24.67 3383.8022 0.9427859400824246 0.11560554965868862 0.1698985611302672 2.167609453201294 2946.8662 0.9428251933780449 0.11786951301801359 0.19157595871709635 1.9849803447723389 False 8 6100 9.964 25.03 3187.194 0.9420627774160116 0.1134283276391843 0.2901789809715784 2.058769702911377 2928.385 0.9423261236366832 0.11560322172822392 0.3632825174641479 1.8198825120925903 False 8 6200 9.577 24.62 3346.9634 0.9441727046202282 0.1027097681580705 0.3095925001692911 2.025327444076538 2989.249 0.9446081086395146 0.10461392048497258 0.38424200339759546 1.7604745626449585 False 8 6300 9.993 24.47 3218.65 0.9417305015494146 0.11364885171264744 0.3056392787904918 2.0240323543548584 2941.5662 0.9423535431164264 0.1134788563425725 0.3787125035214168 1.791906714439392 False 8 6400 9.293 24.74 3109.8826 0.9380447557339452 0.11765132642210172 0.30378932454967467 2.040168285369873 2916.1877 0.9386468247216289 0.11882909643393307 0.37647652441856805 1.774524211883545 False 8 6500 9.744 25.21 2934.7136 0.9363674941290409 0.11914890416312034 0.2441269903427912 2.095658540725708 2861.0994 0.93747008243511 0.11758793998587626 0.3007591802011484 1.8704472780227661 True 8 6600 9.914 24.92 3226.4119 0.9407727749839806 0.11779153486403963 0.2548788700854315 2.1242260932922363 3062.6963 0.9401136632957079 0.12072390258955369 0.3199609702945778 1.87013840675354 False 9 6700 9.415 24.71 4756.4673 0.9401226104053949 0.116599624544407 0.2686324352983818 2.077756643295288 3091.5798 0.939293591451431 0.11893789330654339 0.3404950992178034 1.8545209169387817 False 9 6800 9.685 24.85 3994.3142 0.9507169448465618 0.08722067410846836 0.3127201413605713 2.0589447021484375 3005.625 0.9514379424607123 0.08611904074013568 0.36126026248566684 1.849527359008789 False 9 6900 9.535 24.56 3301.1807 0.9441619286806081 0.10764328324990144 0.2949159930385518 2.041867971420288 2961.0503 0.9452582754445502 0.1067339232306611 0.34640934531947976 1.835428237915039 False 9 7000 9.415 25.03 3110.6277 0.9380929441547712 0.11320977245667627 0.3114554996250212 2.0408401489257812 2875.263 0.9397185995971565 0.11004813852310988 0.37701288817391876 1.8014922142028809 False 9 7100 9.615 25.1 3418.0999 0.9415775276393734 0.11854593422158267 0.3055005508952847 2.01404070854187 2993.5916 0.9422962029317367 0.11991551140766042 0.3797671391931187 1.7665281295776367 False 9 7200 9.503 24.73 3360.1462 0.9373339954461464 0.11899370151760098 0.3175731430042793 2.0765602588653564 2843.7427 0.9384165041753948 0.11846792441523118 0.39342027442534017 1.8206924200057983 True 9 7300 9.94 24.98 4103.9624 0.939203511061869 0.10929587946413179 0.29034787828262604 3.6605005264282227 3038.9644 0.9380443376732819 0.1130742183726332 0.3320877906352713 3.525254011154175 False 10 7400 9.785 25.3 3246.6301 0.9386911945855746 0.11372478095453574 0.2960700911715577 2.039594888687134 2861.8142 0.9394015013102144 0.11482544526254569 0.3585314887917315 1.816856861114502 False 10 7500 9.547 24.96 2967.2969 0.9354562406304129 0.11847652160484169 0.32243690380865436 2.388061285018921 2858.873 0.9363107584311976 0.11902241002378913 0.3959949093517782 2.0858139991760254 False 10 7600 9.684 25.13 3562.604 0.9405101586105137 0.115846802093537 0.29765625364853177 2.0334744453430176 3026.9417 0.941343439768775 0.11630472752770822 0.36274222922638255 1.7775228023529053 False 10 7700 9.537 25.15 3530.9624 0.9340018680510126 0.12125358371244208 0.30786679177247717 2.0226564407348633 2860.0964 0.9346752093607882 0.12121847565124338 0.3705521626717217 1.785165786743164 False 10 7800 9.721 26.88 3447.0305 0.9403948009092233 0.1187450590208881 0.3270240263618962 1.982871413230896 2845.149 0.9414481995496085 0.11820019054947731 0.4010549757422673 1.72589111328125 True 10 7900 9.297 25.74 3458.345 0.9438187866629287 0.10152130886733034 0.31055750395019693 2.2939789295196533 3044.7603 0.9443598314771046 0.10262221332067326 0.38736900658485457 2.0024287700653076 False 10 8000 9.559 25.3 3426.3674 0.9344592585352797 0.12791043556585976 0.29564954021376166 2.050747871398926 2804.0005 0.9354476379349411 0.12668834240702576 0.36114168634311766 1.821890950202942 True 11 8100 9.763 24.57 3343.2915 0.9322967158921394 0.13009771462304662 0.307330288232762 2.017751455307007 2784.299 0.9335592324515606 0.12909496799086834 0.36448669980727494 1.7951902151107788 True 11 8200 10.14 24.84 3327.7954 0.9471991952278591 0.10841504587894008 0.31095413032558233 2.5798301696777344 3075.1501 0.9487611387644458 0.10456112329567091 0.3885555399549936 2.3325860500335693 False 11 8300 9.319 25.6 3149.7568 0.9433556072658327 0.11489001398324511 0.3126451637032989 2.035142660140991 2983.614 0.9446209399352148 0.11468935907189844 0.38469345989647624 1.7530783414840698 False 11 8400 9.253 25.05 2980.799 0.9398961054577178 0.12238331912479422 0.3285887898130176 2.2192819118499756 2910.2988 0.9412436757927348 0.12165652337235733 0.39967205656838756 1.9736992120742798 False 11 8500 9.442 24.58 3329.913 0.9344424202367166 0.12928104537800322 0.32607422546330367 1.9853034019470215 2801.234 0.9359489704670922 0.12845969529383935 0.38678752645042597 1.7464958429336548 False 11 8600 9.592 25.13 3118.5977 0.9379459888221956 0.12573972041318818 0.28296275191700904 2.128401279449463 2836.0432 0.9390001172152768 0.12455246253699702 0.31295442268002394 1.9557266235351562 False 11 8700 9.319 25.14 3176.0574 0.9377518207759855 0.13388766548506068 0.3079887587694355 2.2936487197875977 2833.3674 0.9391417779960213 0.1315620780160801 0.36419797127851783 2.0744857788085938 False 11 8800 9.531 24.43 3048.618 0.9294982398335274 0.13453402457989014 0.3130051916293215 2.0180740356445312 2675.2312 0.9312522299887065 0.1311613908870924 0.38111165603455954 1.7564672231674194 True 12 8900 9.616 25.58 4167.0415 0.9536325515495784 0.0762115276852982 0.2895795656681178 2.090048313140869 3930.1458 0.9535491774855175 0.07754224146732819 0.34912498219616117 1.867760419845581 False 12 9000 9.513 24.62 3478.321 0.9306928092386241 0.12376506056806265 0.3284181305212685 2.00879168510437 2795.8408 0.9322207851477015 0.1215152812348879 0.3945484698581643 1.7756495475769043 False 12 9100 9.5 25.46 2952.3296 0.937870833006117 0.13097937551465644 0.3312358739195261 2.200267791748047 2883.3467 0.9396509640413984 0.1268636840999749 0.39497389574777886 1.977298378944397 False 12 9200 9.491 25.07 2935.8855 0.9309341553666547 0.12664949198452535 0.16780383372761787 2.842576503753662 2847.8623 0.9320030250235695 0.1255889061342543 0.13501123314489719 2.739725351333618 False 12 9300 9.529 26.12 2782.604 0.9326518983429302 0.1360409091021743 0.3193738294607385 1.9972565174102783 2775.4229 0.9348256997808438 0.13224463695214617 0.3788959379783041 1.7594808340072632 False 12 9400 9.517 24.45 2947.2454 0.9300356551070778 0.12723144668845832 0.31992359036392265 1.9933698177337646 2827.9102 0.9323795363568654 0.12360284938398013 0.38296749442232175 1.7507941722869873 False 12 9500 9.546 25.67 2825.887 0.9275781732217044 0.14092010638892605 0.3293455981542515 1.9809787273406982 2744.8164 0.9297118898362272 0.1367133527712602 0.39792241814033336 1.7270047664642334 False 13 9600 9.477 24.92 3467.3643 0.9248241045979685 0.14161233457608138 0.3359480119105469 1.993185043334961 2640.0544 0.927655860663542 0.13535532498427275 0.40610068798854465 1.73068106174469 True 13 9700 9.727 25.18 3453.4702 0.9236161730015701 0.14801579286262642 0.34424108904505824 1.9577854871749878 2695.3835 0.9261537498617599 0.14212507521917284 0.4105039153795848 1.712411880493164 False 13 9800 9.532 27.91 3344.3606 0.9233629351712545 0.14869531798131105 0.3307546278470181 1.9937676191329956 2682.267 0.9258316363138054 0.14171520701356244 0.3965708755743937 1.7401679754257202 False 13 9900 9.599 24.93 3327.1072 0.930491385963628 0.13785086134913946 0.33371667032581037 1.984352707862854 2746.4424 0.9327797756521873 0.13362333019384884 0.3913609336762922 1.7565611600875854 False 13 10000 9.543 27.57 3119.6196 0.9266319130628976 0.14212004101912032 0.3185827469567305 2.0804851055145264 2691.9531 0.9297131273883468 0.13529713594632536 0.36138288755196696 1.880676031112671 False 13 10100 9.575 24.83 2836.7551 0.9265024938666687 0.1441578548145211 0.3293205226887273 1.9919034242630005 2675.018 0.9292306660793249 0.13657958293270483 0.38448124159459585 1.7744295597076416 False 13 10200 9.545 25.11 3018.1619 0.9320167364959262 0.13107388950907517 0.32705311350489163 2.050692081451416 2801.9968 0.9334574434470098 0.12798788447937745 0.38728879436765123 1.798302173614502 False 14 10300 9.532 25.07 2847.253 0.9270140911122013 0.13837834168481444 0.3282485352843481 1.9828028678894043 2647.5872 0.9300829340119349 0.1320738008564018 0.38401069908664315 1.749255657196045 False 14 10400 9.541 24.59 3147.4634 0.9264683253926018 0.1487967237408312 0.33110642397002366 1.9815841913223267 2719.405 0.9292686203131811 0.14221756649223435 0.39953614134228715 1.7218239307403564 False 14 10500 9.537 25.0 2927.4602 0.9247729925013403 0.15132232167098147 0.34179922393810164 1.9684230089187622 2730.3337 0.9273803808834643 0.14402109399353863 0.39888266863999094 1.7441974878311157 False 14 10600 9.167 25.86 3036.4724 0.9255754128369758 0.13667474971151874 0.34419981277586137 1.9684003591537476 2664.7217 0.9292283910016251 0.1288914231456516 0.399473570122341 1.7477682828903198 False 14 10700 9.564 24.52 2859.9219 0.935768980960815 0.14068685751015536 0.33188299302795143 2.0952253341674805 2851.826 0.9385473048864335 0.13378471930846791 0.40189797812863154 1.8512190580368042 False 14 10800 9.358 24.91 2688.422 0.9233042421865111 0.14267300410303987 0.3359465566342839 1.9700195789337158 2642.432 0.9264123083439103 0.13512249332739612 0.40325484784519877 1.7185571193695068 False 14 10900 9.588 25.02 2692.4324 0.9185820008833854 0.1510005401996281 0.33648911488956734 1.9703631401062012 2692.1572 0.922573511617706 0.1418290131093685 0.3993274877521543 1.7272433042526245 False 14 11000 9.313 25.17 3016.1836 0.9231556033100661 0.15591579950449416 0.3605458716735032 1.9831559658050537 2639.2295 0.927351108022228 0.14550236363015082 0.42295011179520425 1.743276596069336 False 15 11100 9.57 25.0 2406.6494 0.9163703399441411 0.1543128246433617 0.33948442851399796 2.0409443378448486 2645.5955 0.921396952190236 0.14232866858680482 0.39505008786521084 1.8098114728927612 False 15 11200 9.364 25.15 2926.8247 0.9233790741414041 0.15558926300618017 0.35058012209624867 1.9544285535812378 2664.7764 0.9270619168807955 0.14537715099099552 0.4203602819867078 1.6936167478561401 False 15 11300 9.505 25.11 2916.0608 0.9217547848242916 0.1439976115388823 0.32819765348176316 1.986549735069275 2795.3474 0.9245299055172151 0.13562523249812877 0.38178902598316206 1.752122163772583 False 15 11400 9.512 25.93 2931.8508 0.9405993588830429 0.12465083326930174 0.3412011875568478 3.065152168273926 3164.1062 0.9426986112129006 0.11844835130237233 0.4067511616961714 2.8269994258880615 False 15 11500 9.543 24.95 2504.6763 0.9245577299418258 0.15482826229634034 0.35060079885551126 2.009859561920166 2699.8271 0.9281223398754659 0.14684543444547257 0.4134123397841637 1.7504702806472778 False 15 11600 9.437 25.3 2948.2366 0.9242021218519325 0.13273945769300172 0.36301516719404275 1.9321767091751099 2689.4968 0.9291316508285359 0.1239209207827674 0.42044312391328076 1.688309907913208 False 15 11700 9.483 24.97 3001.419 0.9166075003847872 0.15576449806315515 0.36015389617904686 1.9706220626831055 2626.2085 0.922353940465959 0.14084171109535645 0.4192891955307315 1.7342063188552856 True 16 11800 10.91 25.18 2966.8447 0.9144681598319958 0.16120071991841212 0.360262160639728 1.9423296451568604 2700.9807 0.9200546534941838 0.14708826668288746 0.4091560022129971 1.7254269123077393 False 16 11900 9.544 25.71 2674.0938 0.9155478703166636 0.15931537257014397 0.3588895422077864 1.9928473234176636 2605.646 0.9209712674646111 0.14571615220155404 0.41708154523785074 1.7692012786865234 True 16 12000 10.03 24.69 2716.235 0.9201912557619785 0.14595254259570284 0.364444197066597 2.197707176208496 2694.9827 0.9261652129583564 0.12980443309064021 0.42006344589747535 1.974265217781067 False 16 12100 9.422 30.35 2863.2046 0.9242429582474883 0.14821927414898536 0.36423942417270117 2.0084214210510254 2643.035 0.928859563396727 0.1361046551956164 0.4275337451731387 1.7493870258331299 False 16 12200 9.697 25.15 2662.391 0.9144805302507355 0.1696022972839362 0.3722678897463254 1.9157218933105469 2615.8003 0.9204368011052445 0.1530326416661529 0.42928656426370704 1.6814385652542114 False 16 12300 9.567 25.96 2587.1497 0.9134289100379807 0.1638885513254506 0.35593714688625294 1.9500153064727783 2560.6208 0.9195261480159863 0.148386410760278 0.4099246806821708 1.714372158050537 True 16 12400 10.24 25.28 3011.8772 0.9241216026450497 0.1423431588986022 0.3753470060913616 2.261878490447998 2785.4067 0.9304704549588857 0.12401874866536723 0.4370723507625922 2.0245964527130127 False 17 12500 9.507 24.89 2448.83 0.9142432339132804 0.16615396317394646 0.3628747462523762 1.9573249816894531 2553.3425 0.920000823720354 0.1522406976631022 0.4155118685740802 1.7270878553390503 True 17 12600 10.03 24.65 2432.7427 0.9080905270595375 0.17554368086543806 0.3735825218372836 1.915662407875061 2590.9358 0.9149191208973143 0.15791076746030422 0.42680793278252815 1.6892280578613281 False 17 12700 9.626 24.96 2385.9858 0.9068292021763398 0.17566687280947518 0.37851822712605493 1.9107333421707153 2525.8643 0.9153285863017346 0.15370686036639994 0.42991291523949093 1.688028335571289 True 17 12800 10.03 24.94 2606.739 0.9108832136699003 0.17960730161322067 0.3893693454933294 1.8905882835388184 2604.0486 0.9183711343073488 0.15986126399945497 0.44878941179929294 1.6546915769577026 False 17 12900 9.681 24.9 3337.1267 0.9135574282733038 0.16003045963204054 0.3721278737774764 2.009781837463379 2719.549 0.9203982482462812 0.14226642440890203 0.4344627267339633 1.7708244323730469 False 17 13000 9.534 25.11 2943.092 0.910976839403846 0.1721290274117035 0.37364335683858513 1.9159314632415771 2702.1914 0.9175390247387596 0.1539404644324318 0.43650710887208943 1.6721017360687256 False 17 13100 9.528 24.75 2553.1912 0.927195008706692 0.16081489173628502 0.31447892937562033 2.132990837097168 2837.243 0.9303545960994516 0.15024617681209762 0.31737785267978735 1.9543296098709106 False 17 13200 9.519 25.19 2252.4355 0.9116114392116459 0.17223234447129696 0.3840769116540326 1.8975597620010376 2539.8997 0.919045122271778 0.15342094007335963 0.44041452894175015 1.664543867111206 False 18 13300 9.478 25.79 2209.5435 0.9083753851318614 0.18064684980294274 0.3833713488700625 2.0428872108459473 2576.8696 0.91673333015618 0.1597066091266278 0.418138734183011 1.8356558084487915 False 18 13400 9.495 25.1 2560.1367 0.91174200866041 0.17199563616391855 0.3942720362553819 1.895362377166748 2525.6729 0.9196853920569916 0.15044756356557168 0.4604274715797302 1.646237850189209 True 18 13500 9.928 26.34 2481.018 0.9020452355148546 0.18452322580245106 0.39359698847711105 1.881751537322998 2474.9607 0.9118644378511139 0.15881651437385916 0.4507678718762203 1.644957184791565 True 18 13600 10.02 25.01 2440.8806 0.9009902334800127 0.18457592763980057 0.40972566987996817 1.936084270477295 2477.6477 0.9123142689800949 0.155756211878931 0.4570130362951021 1.714791178703308 False 18 13700 9.483 26.89 2978.4783 0.9191533821174867 0.16421636815092874 0.37857154785579944 1.9304285049438477 2666.293 0.9263679054719723 0.14538660500258588 0.4286866158252283 1.715838074684143 False 18 13800 9.518 25.17 2945.8572 0.9300452577387213 0.1279798952556823 -0.07583323686231007 2.9701178073883057 3214.1777 0.9327792383789879 0.11707705826102305 -0.18779792198164896 2.937405586242676 False 18 13900 9.524 25.61 2352.8115 0.9133553924284376 0.15457751561934435 0.368002628015875 1.9582326412200928 2598.4558 0.918550982191115 0.14188453583975383 0.41803695908024263 1.7525230646133423 False 19 14000 9.489 25.17 2365.2527 0.9060146430119606 0.17640948964757913 0.3774485811104743 1.9145437479019165 2579.2915 0.9140853359781163 0.15672663227739175 0.4407216042800087 1.6691620349884033 False 19 14100 9.544 26.32 2259.4084 0.9075161946085586 0.177097407856015 0.39570377412102153 1.8864433765411377 2538.4858 0.916776394595217 0.1540582856426479 0.45525582566807826 1.6539171934127808 False 19 14200 9.52 25.15 2100.5674 0.9027957230122994 0.18931246975381494 0.37927942617077404 1.930118203163147 2503.3838 0.9127978819177035 0.1642784123302707 0.4341410268333825 1.6907148361206055 False 19 14300 9.789 25.69 2125.969 0.8998920319527908 0.18721572234255007 0.3911724326091049 1.9137569665908813 2581.836 0.9114910199663998 0.16003270813749804 0.44394648795116676 1.679573655128479 False 19 14400 9.627 24.78 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