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 2.241 28.65 60844.945 0.9844275502860836 0.004425580649316819 -0.34810143447872316 113.10774230957031 34317.66 0.9850726021109358 0.002317079168719627 -0.4385117484477672 113.89886474609375 True 0 100 10.17 26.13 6807.18 0.9846477451373481 0.01233388899791897 0.43861799506666227 11.829837799072266 5324.4995 0.9840663946170369 0.015196758748736551 0.5120419711624432 11.64293098449707 True 0 200 9.947 24.97 5733.641 0.9810245670356412 0.027411429684206595 -0.08114416158763112 4.744997978210449 4471.899 0.9807458370465071 0.029660041400659743 -0.13831661118201 4.66937255859375 True 0 300 10.46 42.06 5276.776 0.9767617339343689 0.0455832315367902 0.43949546522007976 3.8280513286590576 4148.3843 0.976591116366567 0.04694381135494838 0.5274422473128229 3.671017646789551 True 0 400 17.62 56.48 5635.9204 0.9766457010173459 0.048977196917347504 -0.3316770554699415 4.983157634735107 4084.587 0.9768167383463834 0.04905326796427824 -0.42512447197987 4.976241111755371 False 0 500 15.87 51.29 9435.227 0.9842122311473663 0.016196147173217514 -0.3920616812628068 10.240691184997559 8879.903 0.9836523695025116 0.018033518388319326 -0.49152600514354533 10.034741401672363 False 0 600 15.26 55.92 4560.5244 0.9749764758117673 0.043566866590436286 -0.14443058964842162 4.426525592803955 4238.542 0.9755100441919894 0.042332022316767706 -0.21988956296233897 4.440056800842285 False 1 700 19.31 55.97 6713.1216 0.9754295177451897 0.04088700573922557 -0.11314227217595908 5.670677185058594 5832.302 0.9757957503235323 0.04106962123454172 -0.18686804075961486 5.570265293121338 False 1 800 17.32 57.16 4147.838 0.9738894762611423 0.052661024281151214 -0.18046987413618246 4.435973167419434 3870.5637 0.9741111892759932 0.05266515790765965 -0.271751183127185 4.413726806640625 True 1 900 18.68 57.66 10238.533 0.9753469743872708 0.04127166170491331 -0.2777888698977243 6.430577754974365 7718.4287 0.9759428412220702 0.040665659733345856 -0.36341975619933975 6.318620681762695 False 1 1000 18.04 58.61 3775.4792 0.9741929568394484 0.0500554877357383 0.4017269329643195 3.82352352142334 3837.37 0.9741943968229929 0.05033252947907782 0.4712671885290713 3.6717705726623535 True 1 1100 18.17 56.34 3563.5413 0.9709183984514244 0.0634253329430438 0.42182854659023805 3.6425037384033203 3711.516 0.9707529276102514 0.06390376725401223 0.5001381514655965 3.4225831031799316 True 1 1200 17.43 54.68 3594.1772 0.9701947239687411 0.055333082909998194 0.406901187375838 3.6541974544525146 3725.3777 0.9699588260520079 0.0558831996943632 0.48388235416681563 3.40964412689209 False 1 1300 17.84 59.38 3846.5403 0.9669617343236752 0.07048529701801785 0.4422411070456306 3.4570212364196777 3653.819 0.9672101426662632 0.07085663092871008 0.5221797023887189 3.165916919708252 True 2 1400 18.81 56.98 7831.448 0.9837961560367523 0.017526201915018517 0.4536091064790004 3.565514087677002 7960.8516 0.9837858891802752 0.016820016209382543 0.5264873302427936 3.3328516483306885 False 2 1500 17.21 57.06 3595.601 0.9737036077755787 0.05278570776364993 -0.19514284173319815 4.5699896812438965 3881.6804 0.9734785508805327 0.0542880637696811 -0.2819789252116659 4.54799747467041 False 2 1600 15.81 57.19 3963.6738 0.9755142322792892 0.04059035586013321 0.4221127524521358 4.615981578826904 3940.9338 0.975061054579281 0.041865972631511275 0.48023959641020464 4.4662299156188965 False 2 1700 17.29 55.8 3701.707 0.9686736870614826 0.06624676735769944 0.2707620001063103 5.236560821533203 3646.0369 0.9686342344001928 0.06606664793653033 0.2989859192574075 5.104624271392822 False 2 1800 18.73 57.75 3259.418 0.9719355778768085 0.0510213789398381 0.4313283283841993 3.5284738540649414 3693.4973 0.9717757885838421 0.051456963910825326 0.5101111901782742 3.2715861797332764 False 2 1900 16.95 59.56 3253.1074 0.9701819424037424 0.06486088654593829 0.45182138565143987 4.737203121185303 3602.1023 0.9701333460132596 0.06495677277998242 0.5302180500005529 4.561007976531982 False 2 2000 15.09 55.33 3526.6409 0.9642727457843508 0.06394615980457852 0.440535914774482 3.8514997959136963 4244.2446 0.9654407956595269 0.06289578118577051 0.5076988932040366 3.6800262928009033 False 3 2100 17.85 56.6 3104.2063 0.964016613876335 0.0747706222854712 0.4251082151741312 3.8035728931427 3568.8774 0.964501317059137 0.073937889892819 0.49277181126952546 3.619234085083008 True 3 2200 17.4 58.51 2990.014 0.9666239109925259 0.061573601406290285 0.4373900674893938 3.4934346675872803 3441.991 0.9669191812082581 0.06035553214832784 0.5142360164060247 3.2141199111938477 True 3 2300 18.12 57.17 3085.4878 0.9610620563778506 0.07247175327980133 0.43870331778844757 4.345426082611084 3813.1953 0.9625184473497637 0.0702912198999331 0.5112011618375508 4.154767990112305 False 3 2400 16.55 54.9 4008.9324 0.9653314681789961 0.07698354538644694 0.444425373130233 3.5047247409820557 3288.0342 0.9660436724129849 0.07620608054922702 0.5243431320807976 3.218280076980591 True 3 2500 17.62 59.34 4149.5044 0.9646381033075382 0.06126979904612434 0.44684575314279723 3.506989002227783 3412.8284 0.9651266759191768 0.060466941190908535 0.5212752371955648 3.1563570499420166 False 3 2600 17.54 56.58 3355.2866 0.9594862632558205 0.09178160755099103 0.4522673889534843 3.495471477508545 3355.5247 0.9600570496430956 0.0904286564480501 0.5265884506280611 3.2286689281463623 False 3 2700 17.85 58.68 2769.7612 0.9608489201221017 0.08540055426100444 0.4532262001946607 3.4139115810394287 3364.2932 0.9614931025871859 0.0843623436250219 0.5331351955950094 3.1038906574249268 False 4 2800 17.21 57.08 2888.8208 0.961555073409415 0.09056459179035677 0.4407202196317587 4.133404731750488 3289.5647 0.9624023702800686 0.0876926529148903 0.5181958410040314 3.884983539581299 False 4 2900 18.1 54.09 3631.2527 0.9602106924607974 0.07818568499686127 0.4262975298595176 3.504486560821533 3823.532 0.9612733523893161 0.07491132079297289 0.5113839944834507 3.113856792449951 False 4 3000 16.97 56.38 3203.7756 0.957601717593354 0.08962593925647606 0.43666210931983035 3.4623823165893555 3208.9077 0.9583361957665562 0.08774834058736064 0.5195106385257034 3.0806758403778076 True 4 3100 18.64 56.84 3206.549 0.9595629881222058 0.09041085350712798 0.4569484959593982 3.5134949684143066 3461.823 0.9608192587585406 0.08767495486529354 0.5385925707892278 3.253446340560913 False 4 3200 19.3 58.98 3048.2576 0.9602045272759585 0.08805090274260238 0.46193573071266336 3.5047619342803955 3219.9824 0.9612952362762996 0.08605914896207728 0.540122418009036 3.249019145965576 False 4 3300 14.89 55.79 2723.2354 0.9624269825335084 0.09307335861043207 0.46473341916941785 3.338959217071533 3288.0562 0.9630744706119685 0.09237644003299181 0.5455271402673525 2.997661828994751 False 4 3400 18.2 57.56 2436.806 0.9547016708906422 0.09282578892860562 0.46262760877331155 3.484163284301758 2991.048 0.9562313347125535 0.0901637398722739 0.5389965229533871 3.2029364109039307 True 5 3500 18.7 56.53 2805.8342 0.9649106090969717 0.09363864213176487 0.45396416749037627 3.3992607593536377 3495.5403 0.9657533627177518 0.09032778781857118 0.5394841570271128 3.058116912841797 False 5 3600 16.82 58.48 2539.9114 0.9595175062039811 0.0864251459350245 0.4573041346310721 3.590012788772583 3073.0244 0.9604725380276965 0.0845474627896025 0.5321039069437588 3.17832350730896 False 5 3700 13.91 50.94 2422.6287 0.9535256763070712 0.09826818896428083 0.46343073196341056 3.4330339431762695 2886.5522 0.9546285439580238 0.09622941559046888 0.5347815538375084 3.1479036808013916 True 5 3800 17.53 59.15 2326.1863 0.9530498023835879 0.10027658006957801 0.4898381957897767 3.2747726440429688 2793.0137 0.954855268937667 0.09616414434511626 0.5592244883261128 2.9726295471191406 True 5 3900 16.57 54.99 2845.9836 0.962939557200166 0.07753202072631284 0.4547563206752539 3.4608988761901855 3350.2437 0.9637635237647519 0.07494615424861181 0.5351403257158042 3.1325414180755615 False 5 4000 17.04 57.91 3098.2444 0.9563378513821912 0.07965853553603915 0.45398862453486205 4.140975475311279 3691.961 0.959305018254733 0.07420293603044653 0.5088022050254514 4.009208679199219 False 5 4100 16.91 58.3 2352.2998 0.9489857730768412 0.10440448519022093 0.46352376384014465 3.4170522689819336 2866.8535 0.9513109994613377 0.09945293032821506 0.5377419401958651 3.0549516677856445 False 6 4200 17.97 57.78 2417.589 0.9537890874805919 0.08614776718076311 0.46976774833532875 3.3205666542053223 2938.9824 0.9559970210877885 0.08262394297852838 0.5412129900547258 3.0169692039489746 False 6 4300 17.32 57.65 2302.071 0.9438705734485007 0.11289970739757825 0.4791673289521526 3.283797025680542 2829.6572 0.9472893200396606 0.1051736850816221 0.5495613489931566 2.954847812652588 False 6 4400 17.81 56.34 2396.6296 0.9432945008054838 0.11630587310595945 0.4853127939070509 3.260733127593994 2809.3987 0.9471497896503857 0.10811764030277767 0.5575688196010661 2.9143738746643066 False 6 4500 16.53 62.6 2375.2432 0.9519307011427444 0.1048545864318941 0.49941391583525546 3.3349876403808594 2902.5881 0.9543739777278134 0.0994135587243721 0.5649780931459165 3.098271369934082 False 6 4600 17.73 59.55 3141.78 0.9537043461644852 0.096667226006799 0.48965543551968593 3.720400333404541 3042.8914 0.9554660292172491 0.09307838787200995 0.553799820900191 3.5113155841827393 False 6 4700 16.18 56.42 2814.4958 0.9594167651293639 0.09987140430087808 0.45452183718386346 3.40456485748291 3382.1343 0.9601510623982704 0.0960141989574016 0.5389170627948441 3.0833020210266113 False 6 4800 15.59 52.19 2588.514 0.9544366048136632 0.11146848785060579 0.47016389478345255 3.3181533813476562 3019.6018 0.9558589718718923 0.10628396652118645 0.5520752217712741 2.9448955059051514 False 7 4900 16.18 55.65 2575.4607 0.9567548764436425 0.10410415411152522 0.46797133571814165 3.460991144180298 3039.9531 0.9583156584605287 0.09821082244483464 0.5471678997936925 3.1827030181884766 False 7 5000 16.22 56.5 2395.3315 0.9436510178286152 0.10098633047283923 0.4889424783848616 3.38995099067688 3116.9592 0.946661994888935 0.09536513918333235 0.5577737520999342 3.0241475105285645 False 7 5100 14.62 53.29 2313.1067 0.948712711064726 0.10188474466957577 0.4846887841981827 3.4156651496887207 2888.1978 0.9510919538705906 0.09618689732189645 0.5536282694431457 3.1728603839874268 False 7 5200 15.83 58.01 2266.958 0.9423880315481895 0.11444299563077556 0.49513164913446317 3.21897292137146 2690.7112 0.9457224758012479 0.10611393759349604 0.5672509616956083 2.8945634365081787 True 7 5300 16.33 53.27 2671.4888 0.9527497358866709 0.11238632561232545 0.4751977460618294 3.2942683696746826 2945.4626 0.9545537823129719 0.10531291963413454 0.5521368162743369 2.9495484828948975 False 7 5400 15.35 53.67 2182.6104 0.9425720798360587 0.12350115383411771 0.487242220567309 3.251293182373047 2655.815 0.9458770517873739 0.11386951982650766 0.5592437490340878 2.9073500633239746 True 7 5500 15.65 51.61 2026.8954 0.9396678641048168 0.12450194618022863 0.5006833703051272 3.264012575149536 2675.1348 0.9439823653716755 0.11368811726539133 0.5684027968568043 2.9900662899017334 False 8 5600 13.77 53.35 1982.5377 0.9355666436990522 0.13270303407316203 0.4992634022682549 3.2956342697143555 2626.0874 0.9410725723909371 0.11870481457335337 0.5685027506711561 2.924781560897827 True 8 5700 15.69 54.68 1936.1016 0.9380597050627706 0.12689457537073126 0.501891239358336 3.240198850631714 2535.0994 0.9432459728156541 0.11417938192405822 0.5695721658222898 2.885063648223877 True 8 5800 16.63 53.21 2080.0457 0.9480214674222581 0.12505455843723975 0.4850572850474539 4.192579746246338 2892.74 0.9512830135848354 0.1147950010168991 0.5490380257177859 4.005880355834961 False 8 5900 16.27 54.65 2064.82 0.9394798143476722 0.1295022884585283 0.4851912197266762 3.4311673641204834 2645.4148 0.943944898224616 0.1186395745615213 0.5505499680283243 3.1855034828186035 False 8 6000 15.03 54.13 3100.7964 0.9444717436084076 0.12375210312328587 0.4942766849029379 3.4589712619781494 2713.8286 0.9483095698892922 0.11419140546094539 0.5619213987833258 3.2245559692382812 False 8 6100 17.82 52.82 3058.82 0.9343176766287369 0.13393006263466647 0.505445932463673 3.1720356941223145 2576.9084 0.9395006019153967 0.1217792842629599 0.57322165421651 2.863795757293701 False 8 6200 16.63 54.09 2348.8015 0.953230558735667 0.11844085839608519 0.47415763522111065 3.4225621223449707 2998.7158 0.9550708795557507 0.1112182108820658 0.5514663009751339 3.073554754257202 False 9 6300 17.36 61.27 2380.5981 0.9536697665401601 0.09182919538986731 0.37021664892506323 3.8417084217071533 3013.2632 0.956827435318443 0.08286419398142929 0.43717592698494834 3.6963610649108887 False 9 6400 16.56 56.78 2147.9553 0.9432687790103952 0.11600662112571233 0.43440198276498604 3.4842517375946045 2681.7185 0.9478477686424179 0.1053619053380858 0.5150886811542978 3.1801962852478027 False 9 6500 18.18 56.83 2072.4119 0.9368108478775242 0.13171717759313722 0.4529662807114236 3.4378809928894043 2776.895 0.9423302208031531 0.11731596478691583 0.5280596382429456 3.1746551990509033 False 9 6600 18.94 56.38 2746.2231 0.9472897354288905 0.10532116455970525 0.4701746142473582 3.3578848838806152 2787.376 0.9520514703194178 0.09358926943099244 0.5413056405637026 3.0657262802124023 False 9 6700 15.83 56.21 2501.565 0.9526115159776162 0.09948082142621417 0.452955859313397 3.5002667903900146 3223.5598 0.9545552728134485 0.09146407436564831 0.5239718195482265 3.213216781616211 False 9 6800 13.4 55.07 2147.4966 0.9438604597892215 0.12639756757003034 0.4502244285993943 3.4714064598083496 2771.648 0.9467812212851229 0.11612160504063271 0.5192530573873614 3.1730782985687256 False 9 6900 14.53 57.8 2310.2095 0.9429292490941623 0.10292281133298134 0.4747284363965526 3.421403408050537 3039.264 0.9482120026995332 0.08977983959520235 0.5499730062878401 3.1055819988250732 False 10 7000 15.13 55.39 2077.7678 0.9406694418243856 0.12955847923834946 0.4738653012409491 3.3164758682250977 2665.645 0.9456330083893799 0.11408908731290676 0.5519935473935152 2.943540096282959 False 10 7100 13.96 55.33 2016.9752 0.9398885218151628 0.12796534695391684 0.49299603419715277 3.2240872383117676 2484.8232 0.9447736910098076 0.11347581850427521 0.5624099476158233 2.9120402336120605 True 10 7200 18.31 53.63 1799.8967 0.9367481129804887 0.13598112862978073 0.4740498172305618 3.324634075164795 2638.3516 0.9419499560953014 0.12163214739733236 0.5473853730661353 3.0341992378234863 False 10 7300 18.3 58.17 1740.021 0.9285918907596851 0.13321335561041292 0.4890110323040983 3.281661033630371 2484.646 0.9364052801376341 0.11614111364262028 0.5545598263002098 3.0066330432891846 False 10 7400 17.1 56.59 1765.7845 0.9337931742902034 0.13966210393690728 0.4761169279684547 3.3094122409820557 2570.611 0.9399835808266422 0.12401915967352653 0.553069077856718 2.9326274394989014 False 10 7500 16.16 63.9 2118.773 0.9325087903745839 0.130803346788466 0.4855747796465988 3.2942562103271484 2908.8533 0.9398493677733054 0.11375989745190707 0.5557710641322702 3.019106864929199 False 10 7600 25.47 72.39 2064.2666 0.9384687268659395 0.1226283027072511 0.48959613474145786 3.250453472137451 2875.589 0.944663908634063 0.10689400944598913 0.5620169233007131 2.9478936195373535 False 11 7700 13.04 54.29 2165.4253 0.9502737901383405 0.13474820589426856 0.48447655162739073 5.622711181640625 3022.2715 0.9540385090898867 0.11931989128872211 0.5599612544112118 5.486998081207275 False 11 7800 16.06 56.47 2191.0852 0.9307898867615447 0.1416376165838638 0.4969518722033998 3.2358663082122803 2533.6614 0.9381609325805327 0.12377344959243783 0.5638548144676816 2.9556753635406494 False 11 7900 17.46 57.5 2265.2476 0.9342005914011698 0.1332872952732263 0.5125079323991352 3.194074869155884 2690.4873 0.9406642766505308 0.11699638288779005 0.5738650651958984 2.9052388668060303 False 11 8000 17.76 57.39 2180.1846 0.9351692967099544 0.1382628170507367 0.5108359408588048 3.1614508628845215 2695.974 0.9423824934904398 0.11905105402973547 0.5753631551338693 2.8450050354003906 False 11 8100 17.58 61.17 2177.536 0.9326243854840267 0.1393568592107197 0.5004918037318008 3.3014590740203857 2691.8923 0.9397215633014935 0.1208246384773969 0.5674584650088024 2.9146389961242676 False 11 8200 16.04 56.67 1801.669 0.9383918961636424 0.14315218878069896 0.502821811108742 3.6563875675201416 2678.0408 0.9446969295701894 0.12561870493091903 0.5719569215822754 3.4461417198181152 False 11 8300 15.6 54.76 1801.3951 0.9298382523046141 0.14867516420501004 0.5173409518637062 3.2465343475341797 2700.406 0.938048063506338 0.12856988398058541 0.5816038854815306 2.902287721633911 False 12 8400 16.84 54.49 1835.8687 0.9281020574540694 0.14533418649207927 0.5185181150075687 3.1446752548217773 2565.1992 0.9373761028943796 0.12418701892793364 0.5818453366788707 2.8204970359802246 False 12 8500 16.65 56.11 1747.6866 0.9235833341513775 0.15481198376048683 0.5265584839541277 3.0775716304779053 2528.6143 0.9344336881007745 0.13017090330605832 0.5880175408690762 2.782196044921875 False 12 8600 15.58 54.02 2209.1362 0.9542013183586767 0.10733647895642144 0.48956352994775854 3.3950538635253906 2998.059 0.9577845970175854 0.09582932542447341 0.5520055276781326 3.180262565612793 False 12 8700 16.94 54.2 1833.0695 0.9364432525503714 0.13065984854850063 0.49669198550020344 3.218651294708252 2536.0254 0.9434806330778412 0.11261419133594609 0.562585623321272 2.878028392791748 False 12 8800 18.89 103.1 2140.3555 0.9360886605124759 0.13179365745820024 0.5219084285767821 3.111680269241333 2557.8335 0.944145898134269 0.11077247376253622 0.5822495629647619 2.8246395587921143 False 12 8900 55.57 103.5 2005.1572 0.9311882576241548 0.14715077548637515 0.5312082827631005 3.2427473068237305 2498.1313 0.9398534838203991 0.12524451112588555 0.5877723187837357 2.9624993801116943 False 12 9000 55.67 107.5 1855.6208 0.9299339033637452 0.15323564988734234 0.4866413904279448 3.2607970237731934 2528.1953 0.9379524586503172 0.13163187898880446 0.5540588348409858 2.9724843502044678 False 13 9100 56.64 99.69 2212.9507 0.9321188026866102 0.14635760469434733 0.49589044630382134 3.232304573059082 2581.3337 0.9400250825677781 0.12507716716186457 0.5627767110427282 2.9398064613342285 False 13 9200 56.7 106.2 2365.0178 0.9304612565967203 0.13784405692016974 0.49434545774435595 3.277714729309082 2567.3525 0.9378125196168103 0.11931727468648834 0.5620543500801297 3.0117762088775635 False 13 9300 56.11 97.65 2271.244 0.9258406334585667 0.14530705477580125 0.5158830873892459 3.154996871948242 2464.6067 0.9360761038022016 0.12143285780569617 0.5812696078516303 2.84641170501709 True 13 9400 55.38 98.01 2150.4905 0.9297630229916394 0.14062907161514768 0.5230674308558013 3.140472412109375 2641.9475 0.9384170148343921 0.11998780057625441 0.5848853596533448 2.8224844932556152 False 13 9500 54.07 100.9 1943.7715 0.9313488144384693 0.14601451893564213 0.5227209122207969 3.1015779972076416 2512.8362 0.9400006005402677 0.12309621025865053 0.5857762833446758 2.7907354831695557 False 13 9600 53.41 102.7 1951.1759 0.9315881356735568 0.15017897700465704 0.5374758660192 3.3628838062286377 2580.563 0.9407490647943221 0.1266610264097947 0.5923008923458162 3.1693763732910156 False 13 9700 57.03 103.2 1856.407 0.9243251034424809 0.1560673203073759 0.5156272064474164 3.1484949588775635 2313.317 0.9348479468576436 0.13219817869665143 0.5774312224018667 2.823589324951172 True 14 9800 55.81 100.3 1873.4796 0.9215107745978267 0.1584486068379934 0.5290589220638382 3.076528787612915 2325.0818 0.9327390745995664 0.13330679125359585 0.5885808523857815 2.78967547416687 False 14 9900 55.28 98.06 1950.2512 0.9409173573233504 0.1316673651336159 0.5106355820771006 3.247582197189331 2712.0283 0.9481010325177859 0.11078807103898232 0.5773119638540745 2.9905972480773926 False 14 10000 56.82 98.91 1719.4265 0.9233986188386631 0.16405892988261706 0.5262736251954581 3.1396865844726562 2442.5574 0.9350273772532732 0.13617200595078235 0.587915605682352 2.878821611404419 False 14 10100 53.82 98.16 1758.9608 0.9215014324227073 0.1630014916856821 0.5359230604428015 3.0435187816619873 2446.746 0.9346080269806891 0.1328938043630461 0.5955160574759979 2.754040002822876 False 14 10200 53.27 96.97 1995.293 0.9211049976702055 0.16398739714814745 0.5389934721252324 3.083848476409912 2459.3 0.9339514239520846 0.13397883690174192 0.5958383202103916 2.796024799346924 False 14 10300 53.35 105.4 2142.4468 0.9177852344374929 0.1676187290058606 0.5344488886723379 3.076000213623047 2543.3525 0.9315149366340588 0.13574779228152364 0.5885676824578527 2.829601764678955 False 14 10400 36.47 78.08 1992.7285 0.9164083433374139 0.17078819628312164 0.5470642291830099 3.0565829277038574 2449.2358 0.9306715309565115 0.13839842850644696 0.6012916858590901 2.7550599575042725 False 15 10500 26.23 56.43 2056.5793 0.9132603811168267 0.17341652390067733 0.5414115349898769 3.011894464492798 2406.5647 0.9293240348573932 0.13814411482073244 0.5988192450040567 2.715975761413574 False 15 10600 15.91 56.41 2002.6945 0.9185014619198509 0.16368732920979126 0.5235805990912653 3.1126251220703125 2395.3633 0.9321427389334843 0.13203708723693058 0.5884574701066543 2.8197081089019775 False 15 10700 17.11 57.43 1875.9045 0.9307524642326298 0.15193289451785114 0.5107828188605115 3.1632375717163086 2482.9949 0.9391643768865839 0.12801297156233585 0.5756896238605904 2.854938268661499 False 15 10800 17.45 55.17 2015.5913 0.9253852218200762 0.1640147978398265 0.5336111452951997 3.0471041202545166 2433.103 0.9372416626129414 0.13371886792816517 0.5962319176575112 2.7301371097564697 False 15 10900 16.73 53.45 1953.5349 0.919794782649799 0.17034832110398312 0.5398772027847862 3.120619058609009 2459.5664 0.9332773830872738 0.13742806177790076 0.5985254019955152 2.791246175765991 False 15 11000 15.47 53.23 1805.1393 0.9270132437752282 0.1404470640007662 0.5167590947294921 3.3613121509552 2594.2922 0.9370400723453912 0.1156903379835933 0.5813297388456254 3.139420747756958 False 15 11100 17.19 88.39 1820.8445 0.9172577888531633 0.16463676448856757 0.5324764949597567 3.05179762840271 2419.0195 0.9304498099987595 0.133860751433387 0.5952106195667111 2.742131471633911 False 16 11200 54.36 101.9 1728.5421 0.9181919982232365 0.1692804392003153 0.5398351363409932 3.020284414291382 2409.8875 0.9315248508927361 0.13687776137164703 0.598907004978828 2.735941171646118 False 16 11300 53.49 98.59 1857.7554 0.9290150583238387 0.15332116179827407 0.5426912030483477 3.1760189533233643 2456.8604 0.9378744305861212 0.12968230194846628 0.5984913693625517 2.9586424827575684 False 16 11400 53.41 100.4 1728.2651 0.926332352344928 0.153464718997369 0.5516779422699208 3.049970865249634 2374.7136 0.9372130519796532 0.12712431640411692 0.60515383472412 2.777054786682129 False 16 11500 55.42 93.18 1755.5778 0.9303997240804471 0.15006504934999582 0.5136841722120269 3.1801702976226807 2433.2344 0.9400343471462013 0.1231877553144781 0.579480336510826 2.801377296447754 False 16 11600 49.27 99.31 1552.7776 0.9223223824339769 0.16661668591360454 0.5310815489091071 3.0956063270568848 2322.6472 0.9346969038770213 0.13626237992987045 0.5931505426749872 2.834275484085083 False 16 11700 53.62 98.64 1479.0465 0.9133597232105423 0.17634658441609294 0.5406426245976056 3.0233964920043945 2385.5415 0.9283740934467761 0.14228114389354551 0.5992379241316403 2.7472779750823975 False 16 11800 56.06 105.0 1577.2703 0.9140710380666132 0.1748827011384181 0.5338543706951229 3.056528091430664 2518.7627 0.9299779324990799 0.1375787643579352 0.5931812755501171 2.7598862648010254 False 17 11900 54.8 99.69 1609.2936 0.9251970484731659 0.15968536364226982 0.5324451099736208 3.6347994804382324 2527.6123 0.9385632488635451 0.12670739113448234 0.5853628982069542 3.314666271209717 False 17 12000 57.16 97.03 1663.4387 0.9159058970150256 0.1757041017309023 0.5439352572174413 3.0212059020996094 2364.3555 0.930585580454223 0.14108656429862282 0.5996018097954896 2.732318639755249 False 17 12100 55.16 101.6 1718.8116 0.9099152481630446 0.1747079489181538 0.5381115851002011 3.103635311126709 2448.688 0.9261375169420076 0.1381593716361811 0.5902267536167665 2.889914035797119 False 17 12200 54.52 94.12 1585.1776 0.9112209100443354 0.1837709085188082 0.5519123733772401 3.0778162479400635 2409.9207 0.9274561084286371 0.14577109970169372 0.6021816890182644 2.8741986751556396 False 17 12300 54.83 99.62 1619.6011 0.9172531805463624 0.18028860908086305 0.544944256037211 3.0084872245788574 2391.5308 0.9320727244650565 0.14405806183508754 0.5989836547059703 2.749920129776001 False 17 12400 55.68 97.68 1587.8015 0.9157970830597745 0.17991161222162336 0.5456506753174931 2.998875379562378 2261.552 0.9308892810950463 0.14372289322772167 0.5979969889676139 2.723694324493408 True 17 12500 55.09 97.39 1530.411 0.9145886879623152 0.18707302567152148 0.5427614484748142 3.1711173057556152 2401.8772 0.9303535456999048 0.14897517604026106 0.5975259821019488 2.8177132606506348 False 18 12600 52.83 98.89 1514.3402 0.90773833050583 0.18864206135289993 0.5549723077342954 2.9911091327667236 2261.4285 0.9258653635553166 0.14771720889972018 0.6034697611043397 2.7703299522399902 False 18 12700 39.6 84.08 1498.1271 0.9059468303126016 0.19516665200542918 0.558766765654666 2.9354097843170166 2338.4297 0.9256757465830047 0.14994051004249548 0.609125938524365 2.6783502101898193 False 18 12800 18.69 59.52 1425.9192 0.9101136492859312 0.19429234253816147 0.5653851312499938 3.0616159439086914 2254.2886 0.9293889839624317 0.149640218150785 0.612552120012262 2.875314235687256 False 18 12900 17.27 60.15 1494.419 0.9049663958312857 0.1893395602014976 0.5600916686693963 2.9447286128997803 2280.1746 0.9260732796878135 0.14295134947939317 0.6075566622247165 2.6827454566955566 False 18 13000 18.43 59.56 1454.5833 0.9065001485973847 0.19159382476214493 0.5660841304298209 2.9505233764648438 2293.59 0.927382464271288 0.1450126985802352 0.610290529685792 2.6997008323669434 False 18 13100 17.08 57.22 1411.6165 0.9144636134068623 0.1865669861171595 0.5721713370919139 2.956625461578369 2446.12 0.9316157096849569 0.14445216213609546 0.6175794274059571 2.7357685565948486 False 18 13200 15.98 64.31 1516.5842 0.9080861045049956 0.19360361425342307 0.5616302230111786 2.9165782928466797 2359.9602 0.9279092362956999 0.14780126307019953 0.6124927372097598 2.6520586013793945 False 19 13300 17.37 74.35 1509.265 0.9060739501850685 0.19722281131900302 0.5597872138168619 2.970062494277954 2236.0193 0.9276339185289187 0.1479937961969974 0.6104374126089804 2.6610567569732666 True 19 13400 58.01 93.2 1560.8555 0.9035909917226878 0.19586820965491292 0.5475280483393418 2.9998936653137207 2333.6997 0.925406505988615 0.14575951773766962 0.602426020813111 2.6821095943450928 False 19 13500 57.82 95.93 1550.5336 0.898240892388877 0.20387020417083154 0.5695446213809416 2.8933207988739014 2218.4978 0.9221476309363605 0.15102785484786113 0.6167707416578615 2.6441736221313477 True 19 13600 52.59 101.0 2007.6246 0.9263396705793845 0.17093139423062198 0.49749701468851154 5.15701961517334 2764.6895 0.937460220787179 0.13619247731043452 0.5486124213869741 5.001354694366455 False 19 13700 55.43 100.7 1682.8645 0.9154052478281846 0.17532169410091916 0.5517252852689947 3.143505573272705 2278.9534 0.9318868061768744 0.135647257429682 0.6078530130828643 2.802790641784668 False 19 13800 53.44 98.95 1535.0072 0.9116980532635549 0.18557116257010814 0.5451494339208873 3.037113904953003 2290.3816 0.9290191132069711 0.143946619365618 0.6009021661800484 2.7320141792297363 False 19 13900 54.5 97.39 1745.3712 0.9053852779211414 0.1867515854136681 0.5521327743028339 2.9834630489349365 2523.32 0.9245386495290975 0.14249003445704278 0.6070734457988725 2.7079319953918457 False 20 14000 52.18 98.95 1610.0352 0.9033120241436009 0.19870707161736106 0.555511393251936 2.9851300716400146 2317.8293 0.9242670071192209 0.15025011046400552 0.6071795370914965 2.7492055892944336 False 20 14100 50.01 97.52 1935.9977 0.9123608604327157 0.18910457848549334 0.5457623573731667 3.0103135108947754 2341.5703 0.9298736952911141 0.14500398300870374 0.6053720430372405 2.723788261413574 False 20 14200 52.24 97.92 1707.3813 0.9082991945425617 0.19549078611730433 0.5467779166703404 3.0323269367218018 2149.0571 0.9270996251763013 0.1502823519123236 0.601438157584104 2.733499526977539 True 20 14300 52.77 97.15 1453.0554 0.900743419460071 0.20361728383094313 0.5622468557609747 2.934840440750122 2150.1785 0.9231835084522207 0.15167707723281654 0.6118090953494658 2.6986963748931885 True 20 14400 55.03 98.74 1577.9106 0.9074049410726247 0.18844928520436038 0.5562390905960829 2.9495849609375 2261.968 0.9275478544471913 0.14190024748672883 0.6076589049575004 2.663640022277832 False 20 14500 52.84 98.88 1335.0371 0.900095965784866 0.1994884257900715 0.5653837311333999 3.0942227840423584 2275.2627 0.9234178301670618 0.14703983457238756 0.6163791050881164 2.7429816722869873 False 20 14600 53.69 100.5 1406.6761 0.896346096802886 0.1970645607830526 0.5710671237141834 2.9290475845336914 2242.4382 0.9204864481665175 0.1455260294064244 0.6151095997851501 2.7072298526763916 False 21 14700 53.28 102.6 1429.1697 0.9037617961219839 0.19726557616079335 0.5669767081551269 2.9868929386138916 2270.5698 0.925388272555007 0.14824332204821208 0.6111333501174921 2.7188844680786133 False 21 14800 54.22 97.68 1385.2767 0.9055136378084394 0.20697462884438123 0.5653695804185883 2.9031596183776855 2238.754 0.9270331896073849 0.15452813822657707 0.6124119126105116 2.6631569862365723 False 21 14900 52.5 85.19 1347.2738 0.9012770163925993 0.20516337008419067 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0.5789160845496332 3.457392454147339 2643.8823 0.934808446889548 0.14361334767543077 0.619272470622051 3.32902455329895 False 25 18000 104.5 232.7 1237.7178 0.8948313325731972 0.22568921970329994 0.5806581453669984 2.84336256980896 2264.6953 0.923313630113672 0.15846505037114905 0.622006787716048 2.6028189659118652 False 26 18100 108.4 238.6 1275.7731 0.888267916536871 0.2286316298528985 0.5899593066234518 2.7949776649475098 2215.7168 0.9207252666213226 0.1546839557059052 0.6271391987830075 2.5968401432037354 False 26 18200 102.6 229.6 1240.2179 0.8988442059700875 0.22378831863606818 0.58229277803549 2.8533241748809814 2172.553 0.9260951637956032 0.15585027012644448 0.6155313393376184 2.6899173259735107 False 26 18300 104.6 239.0 1146.1377 0.8926916058183884 0.2236701265991814 0.5793965733683017 2.853671073913574 2128.685 0.9239981166421147 0.15005414696305802 0.6167428569384809 2.614687919616699 True 26 18400 102.1 232.7 1132.8962 0.8850305989230476 0.23053092699008107 0.5836661750801605 2.82330584526062 2202.3582 0.9190384068203937 0.1536306173329141 0.6150501673163098 2.656078338623047 False 26 18500 113.4 258.0 1191.3473 0.8815124950271602 0.23306356382480084 0.5895832810300603 2.8089771270751953 2283.6187 0.9185898538023709 0.15087253595806988 0.6224934249846443 2.601557493209839 False 26 18600 110.1 239.2 1171.8124 0.8872070344168288 0.2321962742180882 0.5902080955954114 2.865231513977051 2271.9817 0.9211546924320282 0.15327491139529367 0.6229690514501415 2.7090399265289307 False 26 18700 101.6 224.8 1162.8735 0.897031815945579 0.21409848348281207 0.5870769187811744 2.8085057735443115 2240.3777 0.9247912069868193 0.14849353515051417 0.6240826494072002 2.6080315113067627 False 27 18800 100.7 208.2 1084.7965 0.8865213643761992 0.2318345468300848 0.5885651462868426 2.8326237201690674 2124.5488 0.9202497199206688 0.15479655071714704 0.6198955348405245 2.681431293487549 False 27 18900 101.5 227.5 1053.373 0.8860187040996345 0.23758034113897925 0.5911360308841407 2.828098773956299 2161.4912 0.9217915058155601 0.1551091534574142 0.6211644717370892 2.623476266860962 False 27 19000 102.6 232.0 1089.2919 0.8902444773243284 0.22370856899047925 0.5860673755973101 2.8409295082092285 2170.6702 0.9249472457115365 0.145059907010305 0.6157032094622668 2.6357133388519287 False 27 19100 100.7 229.5 1083.6342 0.8853243746274854 0.23190453644114487 0.5902938248844052 2.829801321029663 2163.9558 0.9235002657984377 0.14629264441765788 0.6176745161806356 2.6428041458129883 False 27 19200 102.4 220.0 1070.5868 0.8828766211031447 0.2419602992983148 0.593947849209403 2.7738683223724365 2150.2246 0.9204454647088828 0.1557079881752908 0.6219042717372444 2.6253058910369873 False 27 19300 101.7 221.9 1084.3162 0.8794843077493915 0.2432773210850405 0.599244134455742 2.779085636138916 2139.18 0.9191047752541515 0.15336096832981846 0.6257516053957675 2.647487163543701 False 27 19400 101.4 224.2 1262.8014 0.8859215362272238 0.231703767985837 0.5958644271543801 2.754441738128662 2263.2698 0.9224001725688196 0.14762297876383262 0.6210409472097418 2.607457160949707 False 28 19500 113.6 243.9 1134.352 0.8838180733211423 0.23707903430814817 0.5857665362216935 2.811889886856079 2129.9092 0.9188346248170435 0.1551061963298768 0.6161130680455501 2.6478111743927 False 28 19600 109.5 244.5 1242.868 0.8885854042247952 0.23520142306429978 0.588307201492247 2.8251631259918213 2188.4966 0.9219343558114838 0.15426089743019233 0.6155298799416398 2.6813807487487793 False 28 19700 76.68 180.0 1225.3385 0.8849456370038125 0.2417495193788428 0.5972583444425033 2.7911620140075684 2138.6157 0.9212070751456791 0.15697978052837788 0.624227747504693 2.591810703277588 False 28 19800 45.67 134.3 1404.473 0.8847773840731846 0.24063404333726085 0.6011611821534715 2.7324953079223633 2185.6243 0.9223651916812611 0.15339194580846444 0.6229204322075252 2.612636089324951 False 28 19900 45.15 130.2 1323.4167 0.8804922158358042 0.2386277200097228 0.5924503083554525 2.8461220264434814 2162.1184 0.9161679341127098 0.15867855155518948 0.6237786586655363 2.623650312423706 False 28 20000 44.52 158.1 1415.3895 0.9035588540273842 0.20397854798606013 0.5882568271384201 2.789250373840332 2303.959 0.9325037730515491 0.1324530560536661 0.6175828377211955 2.629751443862915 False 28 20100 105.4 241.5 1225.1594 0.8870810750756958 0.23820911147515184 0.5890802236229237 2.8021764755249023 2195.8157 0.9200708225527957 0.15941087100476264 0.6197710447388558 2.606050729751587 False 29 20200 102.1 227.8 1103.7982 0.8864450629018685 0.2392445502970213 0.5970747486908078 2.7395853996276855 2327.979 0.9223916551097157 0.15434962924670423 0.6244195993528067 2.5858938694000244 False 29 20300 109.1 241.3 1067.2877 0.8850261176732354 0.2435271451067874 0.5960671910994438 2.743680715560913 2286.2417 0.9206559051854016 0.16095128882154394 0.6228261230474874 2.590484142303467 False 29 20400 107.1 232.3 1124.0717 0.8761974194109395 0.2475826561484295 0.6057980929680664 2.7348318099975586 2308.0405 0.9162639450656059 0.15925181008285966 0.626080571368308 2.607250690460205 False 29 20500 102.3 197.0 1197.3342 0.8924543057700407 0.2194062201160199 0.6019776593270364 2.8432228565216064 2239.8823 0.9257088751928391 0.14091368062302204 0.6251175764790077 2.69207501411438 False 29 20600 100.7 196.9 1119.4392 0.8804774361320648 0.2439532193669868 0.6036780912790657 2.7271268367767334 2305.2605 0.9196366166140537 0.1550033246228916 0.6254000889314991 2.5994956493377686 False 29 20700 105.7 236.3 1127.0895 0.8811218791051985 0.2450702109142267 0.6028291411385076 2.720911741256714 2343.0374 0.9210582162936611 0.15260416144850325 0.6250643107123962 2.596108913421631 False 29 20800 101.1 233.3 1090.3385 0.8828237867108418 0.24784947207761937 0.6095108202006453 2.716273307800293 2267.7847 0.9216183065357788 0.15599229429406916 0.6290042628920054 2.612679958343506 False 30 20900 100.9 218.6 1073.6667 0.8949290693201276 0.23935855593730346 0.5942643100959546 4.113981246948242 2358.97 0.9278706243470184 0.1542737661479664 0.6198229953183582 4.074912071228027 False 30 21000 101.0 228.5 1052.5745 0.879991930267018 0.2540836882334564 0.6096437376657031 2.7917165756225586 2227.291 0.9210245010207012 0.15752163120980076 0.630760436701504 2.7006728649139404 False 30 21100 101.3 227.2 1125.1006 0.8772066839918644 0.24642072078160873 0.6061053952135504 2.6946520805358887 2154.9216 0.9169901967004327 0.15628221724400101 0.6303104493029726 2.538851737976074 False 30 21200 102.6 225.7 1078.727 0.8803071677868907 0.23812068995302185 0.6036403673957345 2.734128713607788 2242.283 0.9203239206560704 0.1488514692272036 0.6261834387046735 2.5837066173553467 False 30 21300 104.3 244.7 1021.95105 0.8765824709829197 0.25716478774876594 0.6054099433973464 2.718156099319458 2196.538 0.9173706581352683 0.1631354865781603 0.6274119572781879 2.6011407375335693 False 30 21400 108.5 225.2 1079.8394 0.8876571734816989 0.23974516763244083 0.5999408192571594 2.866724967956543 2260.5264 0.9229567102926433 0.15419320390622762 0.622029522007689 2.7685139179229736 False 30 21500 108.2 231.7 1081.9556 0.8786879822642762 0.25266545497224996 0.6034987261049389 2.708352565765381 2299.016 0.9191522835015776 0.15808033894844128 0.6196987173265004 2.5934877395629883 False 31 21600 100.8 231.1 1310.2883 0.88650963571677 0.21529679792009326 0.5761671494455367 3.2145869731903076 2445.3362 0.9203638550528176 0.14109479268951247 0.6069921717938465 2.92404842376709 False 31 21700 102.7 249.4 1240.0919 0.880338662537335 0.24342106711948294 0.6047324360980867 2.783468246459961 2311.4854 0.9196229606926651 0.1527622957263172 0.6281663796394035 2.6145291328430176 False 31 21800 112.8 228.7 1453.9032 0.9123868241855824 0.21709135926703346 0.5906049895231236 3.0525479316711426 2395.386 0.9344304771618916 0.14924311081971334 0.6189746134386342 2.938270092010498 False 31 21900 101.1 230.2 1140.9109 0.8805583322086908 0.2500384202554944 0.6019773775118239 2.7140679359436035 2183.1445 0.9201756301285996 0.15834693032933742 0.6236295343350794 2.5882015228271484 False 31 22000 94.57 190.4 1073.1891 0.8777231789643961 0.2527539612666696 0.5987305455989188 2.736786365509033 2280.49 0.9183145521719172 0.16028888146538783 0.6210716482963262 2.614738702774048 False 31 22100 48.34 140.0 1123.217 0.8769113799325507 0.23852984683627215 0.6039283344341309 3.174326181411743 2321.4753 0.9169731772826923 0.15016173026429722 0.6221295334049631 2.981414794921875 False 31 22200 47.76 138.1 1197.7308 0.8731738984128541 0.24992038661518384 0.6072243316943648 2.7277636528015137 2279.632 0.9155316194761397 0.15570428275897752 0.6278427549675525 2.5848546028137207 False 32 22300 45.11 144.3 1151.3726 0.8944754559641629 0.23327910445170466 0.5946352239262317 3.031522750854492 2378.344 0.9234919465619058 0.15906062528206927 0.6261046352528268 2.9003684520721436 False 32 22400 106.1 227.2 1167.7812 0.9006158901573429 0.23105431232883328 0.5941524541459939 2.784332275390625 2276.8774 0.9274253358199577 0.15694630052929368 0.6235154357179473 2.61845064163208 False 32 22500 106.5 254.6 1061.7227 0.8848076954343895 0.24654879277559094 0.6045023785394804 2.8109705448150635 2386.3694 0.9246295760357796 0.14979684062082457 0.623848626681603 2.728440284729004 False 32 22600 103.4 236.9 1029.4717 0.8698122535630383 0.26204850713495864 0.6120400217144057 2.704697608947754 2314.1538 0.9166747237576953 0.15715359594881517 0.628052755426512 2.568258047103882 False 32 22700 101.9 229.9 1108.9767 0.8752497394008076 0.260134057331318 0.6126320699618543 2.662858247756958 2234.5576 0.9172926487018312 0.16208053724946783 0.6286488036037584 2.5600790977478027 False 32 22800 108.7 260.7 1089.8716 0.8772401767940304 0.25431531831410503 0.6111168427877083 2.6748838424682617 2240.8857 0.9196283109824102 0.15548296378066165 0.6258121902094568 2.5733933448791504 False 32 22900 109.9 231.9 988.18164 0.8740728748641707 0.2610320973573314 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