Epoch Iteration Training Time Validation Time Train MNLL Train JSD Train Profile Pearson Train Count Pearson Train Count log1pMSE Val MNLL Val JSD Val Profile Pearson Val Count Pearson Val Count log1pMSE Saved? 0 0 17.09 592.8 36045.367 0.9899177006033998 -0.009085938823903125 -0.3143735460500555 225.81028747558594 16082.233 0.9907984030731806 -0.009646865349160228 -0.45033743682685146 230.12200927734375 True 0 100 29.56 52.42 7922.6006 0.9791667701663176 0.030390982527736553 -0.3457156222392485 10.789389610290527 3599.1296 0.980025860445107 0.030087017094064798 -0.4754432504725913 10.001721382141113 True 0 200 29.81 75.19 4624.4995 0.9853480202869702 0.011882801105308604 -0.3815904356303725 4.538019180297852 2349.7463 0.9863099166942484 0.010969868939665195 -0.5037711426757219 4.56594705581665 True 0 300 29.57 72.29 2923.05 0.9755755559004982 0.046998751583088395 -0.38227769029842135 4.949281692504883 1544.0546 0.9765203245064878 0.04679116332492759 -0.5038216630544957 4.711555004119873 True 0 400 29.43 75.98 4157.3643 0.9771606684166417 0.03849986289405486 -0.36254686686091864 10.936971664428711 2258.2068 0.9782094140505467 0.03880906165705831 -0.4883829839876774 10.155241966247559 False 1 500 37.1 73.08 3182.207 0.9816775896289943 0.01857088843624776 -0.3693590478055297 6.370006084442139 1948.8628 0.9829589028170231 0.016805309669478345 -0.4981828537595865 6.559816360473633 False 1 600 29.01 69.18 2669.4324 0.9803952604550572 0.025389907144739297 0.34844276896166326 4.053696155548096 1759.6759 0.9819656377970373 0.02312287944503298 0.44235110803889877 3.9008312225341797 False 1 700 29.28 73.26 3737.0505 0.9860596559331165 0.010993595198797978 0.36697663923577756 3.834162950515747 2151.5852 0.9871721938936335 0.008930172723646119 0.4797971812390796 3.3209946155548096 False 1 800 29.23 71.99 2900.1558 0.9803824717282931 0.024446810551413425 -0.29490312083832776 4.738940238952637 1865.2644 0.981944523313552 0.021312620319941612 -0.42721173885420033 4.566032409667969 False 2 900 28.94 79.71 2106.051 0.969830661174225 0.06181305303395738 0.2311169670960464 4.639834880828857 1496.0658 0.971671668507219 0.06092297107999419 0.2599442819403718 4.3025312423706055 True 2 1000 29.74 62.57 1934.9601 0.9697494487147691 0.05826499332316805 0.363170638155912 3.762162208557129 1477.4506 0.9718029192890177 0.05650276883832424 0.4705320876526488 3.439311981201172 True 2 1100 29.31 67.5 2081.305 0.9723450840550409 0.046247904646515785 0.33422233811823093 3.8366503715515137 1553.3531 0.9741360001057126 0.04397335006987795 0.4323077535703814 3.5527353286743164 False 2 1200 29.25 67.84 1934.9894 0.969369388252774 0.06129532592535708 0.359480960267759 3.7256953716278076 1479.6808 0.9721916539125955 0.056899482537309226 0.4637159059551437 3.3531482219696045 True 3 1300 29.3 57.9 1985.3918 0.9663950077836161 0.0644542348063814 0.3778662169447358 3.632817506790161 1445.7274 0.9690311786546664 0.06227030509175392 0.4831671803104542 3.209564208984375 True 3 1400 29.24 56.01 1897.5332 0.9647903754674692 0.06558858885969278 0.36705486737752074 3.7194294929504395 1464.7838 0.9667429224121801 0.06721190750183946 0.4645824116558478 3.3930134773254395 False 3 1500 28.75 58.01 1746.323 0.9641239082378827 0.08107394660445426 0.3820365865407086 3.6860992908477783 1438.7871 0.9670437244085384 0.07782747080613715 0.49702639247859093 3.232414484024048 True 3 1600 29.44 61.66 1905.8242 0.9677293278456084 0.06367656582612229 0.37204204824424364 3.6359801292419434 1439.1877 0.9710037692919246 0.05819109754848708 0.4848252409143083 3.1548047065734863 True 4 1700 29.23 55.29 1901.0258 0.9705032428559782 0.05904950884100979 0.37942565334940864 3.681250810623169 1444.574 0.9729991930643934 0.056057391776644705 0.49431525568142204 3.2423758506774902 False 4 1800 29.31 63.4 1833.784 0.9609269164827022 0.0783986582367309 0.375401694315881 3.595320463180542 1434.5732 0.9645030952919151 0.07342070843667503 0.48744991550479594 3.0932345390319824 True 4 1900 29.31 159.6 1801.5721 0.9709755558512819 0.05382156785874457 0.38288992494405977 3.6187009811401367 1475.1521 0.9738981953429268 0.04917714147781917 0.4965971701041211 3.1236417293548584 False 4 2000 29.58 54.25 1722.3596 0.9602722331762867 0.09085278632653288 0.38649830875876 3.581399917602539 1386.0955 0.9639232382432787 0.08620158448225376 0.4974597427150127 3.1154017448425293 True 5 2100 29.47 53.96 1803.709 0.9630550605770228 0.08071983284150595 0.38702247565153847 3.581676721572876 1372.1263 0.9663481592011463 0.07707123949902016 0.498828128741318 3.103942394256592 True 5 2200 28.85 62.16 1695.8114 0.9624887595021201 0.0889006705079216 0.3824174131522054 3.889641523361206 1389.8789 0.9659897014465956 0.08263616903371541 0.4952000775410791 3.4018137454986572 False 5 2300 29.17 61.75 1768.1249 0.9643813913685606 0.07896687222799337 0.3894055382605089 3.649355173110962 1351.6562 0.9681950203597511 0.07354433606599839 0.5037279387113855 3.227346420288086 True 5 2400 29.41 75.99 1646.7847 0.9603493367314265 0.09353059238599183 0.38490808108850494 3.7542226314544678 1338.0945 0.9645115401139142 0.08713039409185507 0.49649605797451857 3.2247068881988525 True 5 2500 30.11 57.77 2006.6025 0.9661815554965647 0.07550485037840737 0.38966164818072413 3.554769515991211 1387.1637 0.9695943892557337 0.07032930053424134 0.5010557462953714 3.054438352584839 False 6 2600 29.31 69.77 1738.34 0.9543240643312496 0.0939958729251867 0.38813304020859957 3.5877668857574463 1376.6937 0.9587055436688154 0.08707358123198702 0.4990690193176855 3.1008522510528564 False 6 2700 29.33 306.1 1603.8169 0.9665594761042688 0.062036128173472566 0.3916131267432583 3.5546107292175293 1428.7397 0.970815083329364 0.05622059011775038 0.5046827866164907 3.0802814960479736 False 6 2800 29.43 50.18 1522.7446 0.9586409807966946 0.08374711759930771 0.3931998906121999 3.5460498332977295 1351.2882 0.9637773100225965 0.0768680760161642 0.504664141536562 3.0593535900115967 True 6 2900 29.38 65.24 1636.4219 0.9535078208185095 0.09713466698107204 0.38668383068688333 3.588435173034668 1346.149 0.9581874065131907 0.09186873358229357 0.4901337119568186 3.075897455215454 True 7 3000 29.17 66.15 1922.3435 0.9550314486558323 0.09876836606034392 0.3994971898532228 3.566309690475464 1312.4868 0.9599795089624223 0.09174652434523654 0.5111915770485382 3.0669734477996826 True 7 3100 29.27 140.4 1730.919 0.9602354717180489 0.09290472460493363 0.3994151861925441 3.5231785774230957 1342.1074 0.9645204461102982 0.08484712715952628 0.5123631958010622 2.99295973777771 False 7 3200 29.32 51.93 1738.6869 0.9520493329339393 0.10567057523375976 0.4030675900070692 3.5100135803222656 1291.7876 0.9578753868299953 0.09561577407699327 0.5160359657593372 2.9827005863189697 True 7 3300 29.44 57.97 1903.4711 0.971030809299127 0.05280045375923485 0.39769280276508173 3.5368123054504395 1481.4558 0.9745393135637778 0.04628794960496574 0.5063343742687051 3.0366103649139404 False 8 3400 28.95 64.22 1541.7833 0.9516840045529101 0.109585893766309 0.3935615581766385 3.7366726398468018 1308.1688 0.9572461100565939 0.09890642297713985 0.5080035418527911 3.205368757247925 False 8 3500 29.3 404.6 1956.2897 0.9555198563615623 0.09170119516875451 0.40853274649190086 3.501347064971924 1301.0681 0.9601808419488085 0.08640234834320294 0.5218678403341653 3.004185199737549 False 8 3600 29.78 224.1 1789.6985 0.9578293131854886 0.10136288055164565 0.41412193410159526 3.480389356613159 1382.9199 0.9616989891920835 0.09287880233819258 0.5253743506827474 2.9912943840026855 False 8 3700 29.14 61.25 1494.8901 0.9461314479150869 0.11727754078166082 0.4053226886842369 3.5159590244293213 1322.7781 0.9524936679590725 0.10557566500989242 0.5140715228842243 3.0226032733917236 False 9 3800 28.87 85.73 1616.6085 0.9627650221576279 0.06283436988815781 0.39781201370041824 3.5509207248687744 1464.4769 0.9681183810555681 0.055962848238612854 0.502450987323363 3.081996202468872 False 9 3900 29.58 303.6 1507.5398 0.9494455930351037 0.11490143144093691 0.41190847649096435 3.4836204051971436 1265.4142 0.9552133995417427 0.10615862985096183 0.5208620254338925 2.9782235622406006 True 9 4000 30.44 338.7 1422.4637 0.9556180293263055 0.10218630916920773 0.4227926278448273 3.4850802421569824 1277.8969 0.9607915656616185 0.09489380018231952 0.5323590154302879 3.025378942489624 False 9 4100 28.93 60.54 1283.0653 0.9496245522682095 0.10482241401510263 0.42053248428834633 3.472907066345215 1293.1079 0.9562595306906655 0.09563473992381095 0.5292855733285633 3.0112998485565186 False 10 4200 28.82 50.95 1377.039 0.9492392741200164 0.10295978421005106 0.42127632463030845 3.5255978107452393 1249.854 0.955128161360225 0.09675754886078365 0.528719024055782 3.0431103706359863 True 10 4300 29.19 53.57 1341.4104 0.9423973940091733 0.11664116474639094 0.43014559348748066 3.557945966720581 1332.6968 0.9486942152411596 0.10709820010583022 0.536323089823109 3.119762659072876 False 10 4400 28.94 52.03 1541.8636 0.9459181675383458 0.12080644870260154 0.42122349214011234 3.446951150894165 1296.1743 0.9515303443476395 0.10989853566127583 0.5332278383044462 2.8939197063446045 False 10 4500 28.87 50.16 1469.5398 0.9489545467067695 0.12166828383751042 0.422064672760383 3.6147801876068115 1307.3531 0.9552453660577166 0.10831930570958341 0.5346693759813169 3.0652124881744385 False 10 4600 29.21 53.53 1333.0957 0.9453339796892696 0.120376216962499 0.41731558477667835 3.470350980758667 1250.2915 0.9521903947559825 0.10887167207133551 0.5225186800825369 2.971447706222534 True 11 4700 29.93 156.8 1508.1771 0.9488919854002081 0.1259504055672554 0.42336469367324603 3.43585467338562 1250.9443 0.9548203084292919 0.11455802989112221 0.5325378671028693 2.9109671115875244 True 11 4800 29.54 85.03 1371.4468 0.9513000511269869 0.1196614789298357 0.4260140757804877 3.4338724613189697 1268.8126 0.9570054939119578 0.10801672304252638 0.537401163138104 2.868216037750244 False 11 4900 29.26 590.5 1305.2135 0.9501010892427104 0.12546559565190027 0.4355134008042434 3.417858123779297 1247.308 0.9565655378347381 0.11250632990197154 0.5456788466093424 2.8938727378845215 True 11 5000 30.47 345.5 1197.8142 0.9448146956581748 0.13331134410686074 0.44416369559512736 3.4102988243103027 1227.9829 0.9520681864980346 0.11837939766496554 0.5517878448206269 2.939443588256836 True 12 5100 30.28 57.56 1185.7996 0.9345860165927123 0.13960219214960604 0.44593867273289095 3.450054407119751 1228.9304 0.9434078699568711 0.12192617318220737 0.5510242147097353 2.909437417984009 True 12 5200 29.29 68.04 1203.6451 0.9419965152742602 0.12416433076442217 0.4432927884875656 3.400404691696167 1207.5188 0.9496233867789586 0.11173679790592177 0.553417332176483 2.8796541690826416 True 12 5300 29.38 54.32 1477.0054 0.9466077893056292 0.12573464333643383 0.4448454392630744 3.3961212635040283 1214.5962 0.953448011712877 0.11265966919211393 0.5555083671474109 2.9005415439605713 False 12 5400 29.02 55.57 1687.9 0.9412052649771002 0.12316613852445811 0.44753854295961587 3.3500900268554688 1219.3531 0.9494181957226528 0.10702612181334842 0.5569490012392193 2.8227341175079346 False 13 5500 28.94 53.81 1319.6786 0.9415486905921786 0.1340621423345002 0.4469791951392181 3.354552984237671 1228.724 0.9495722341482824 0.11822291633417446 0.5549453912609495 2.8002147674560547 False 13 5600 28.9 61.5 1212.3975 0.9313070435953036 0.1418838876516689 0.45560186244172934 3.3256916999816895 1208.0669 0.9406153067235606 0.12416688852891983 0.5621413064006138 2.8181068897247314 True 13 5700 29.42 60.5 1154.165 0.9411593662574179 0.1285732069212104 0.4618996994804192 3.3228161334991455 1196.8951 0.9491666919829387 0.11314994226104945 0.5707345918472988 2.819328546524048 True 13 5800 29.18 58.44 1078.7563 0.9393770755162466 0.1378903952404943 0.4531596254186551 3.3480212688446045 1193.1959 0.9485961916920843 0.1200877197133157 0.5611258766308375 2.814208745956421 True 14 5900 29.33 59.65 1255.4083 0.9315410441446768 0.14638787862914585 0.4691509702164 3.2759552001953125 1173.6593 0.9418440221266116 0.12692356704908891 0.5753220447732943 2.7596991062164307 True 14 6000 29.55 67.55 1032.0195 0.935235438001737 0.14719298167862757 0.4698561557112516 3.50312876701355 1200.467 0.9451186269723701 0.1273783189000485 0.576359316210019 2.9696123600006104 False 14 6100 29.29 65.3 1097.8602 0.9297604785479574 0.15418903200020231 0.47016365670268573 3.2836058139801025 1189.6156 0.9406007642021001 0.13132096279354735 0.5782238990442425 2.7752044200897217 False 14 6200 29.12 481.0 1190.5906 0.9345292567510151 0.13928847682022674 0.47180930730048554 3.438403844833374 1193.1821 0.9450985661368363 0.11924645386971483 0.5769598221952782 2.992628574371338 False 15 6300 30.04 134.4 1209.0487 0.9428613264771077 0.13942958044411918 0.4711733536061877 3.3048696517944336 1209.067 0.9521055302924383 0.11987544003019877 0.5809613534260372 2.814923048019409 False 15 6400 28.79 139.7 1282.3048 0.9311057950644758 0.13586370981629692 0.46869054178070885 3.62017822265625 1292.2626 0.9420416267523984 0.11504917520683594 0.5675200437666897 3.1124892234802246 False 15 6500 28.75 162.3 1280.4434 0.9544903179385343 0.11276452496825139 0.4521365703475778 3.3806815147399902 1278.2314 0.9614751342328144 0.09603623168272299 0.5628212018821771 2.7928173542022705 False 15 6600 29.46 56.25 1294.8109 0.9356525249585884 0.14423812532477906 0.47760770464093955 3.2858400344848633 1171.3042 0.9461451736703091 0.12195214798020028 0.582214702143741 2.8202860355377197 False 15 6700 28.9 60.83 1245.6798 0.9363963667136668 0.1370583219994862 0.4711061962461428 3.2628283500671387 1152.0493 0.9459326465091088 0.11843029456217347 0.5774655075307908 2.737820625305176 True 16 6800 29.23 68.97 1210.8221 0.929763648041257 0.15223542730654777 0.4794026952717148 3.237362861633301 1148.0671 0.940497014297498 0.13083217601804753 0.5860342645499044 2.7192656993865967 True 16 6900 29.52 68.27 1081.2256 0.9419716131822325 0.13486629850437165 0.4879721288224043 4.45638370513916 1215.2809 0.9518630044646886 0.11488829250987931 0.5843417720440689 3.8646080493927 False 16 7000 29.29 67.02 1285.4928 0.9295230501828172 0.15682405228863344 0.47927682817868666 3.259503126144409 1183.1879 0.9411856514092619 0.13226650289790423 0.5855497019330089 2.745345115661621 False 16 7100 28.98 72.38 1230.8522 0.9335686384585731 0.15035828497958742 0.48194611452473013 3.2297279834747314 1165.4315 0.9453013122469811 0.1253664041093455 0.5904925725037197 2.6989190578460693 False 17 7200 29.02 73.62 1098.1831 0.9284975490729138 0.16290725724410535 0.48346857563656337 3.3573927879333496 1137.7328 0.9406382501909847 0.13585009250286836 0.5896920228303434 2.7832696437835693 True 17 7300 29.29 81.1 1040.416 0.9264865971553464 0.16508005101514023 0.48625833426091114 3.2097811698913574 1123.6571 0.9395008157424618 0.13736762272696781 0.592420586989228 2.688666343688965 True 17 7400 29.61 78.25 1014.29095 0.919288926126537 0.17031216660675613 0.48816662908735425 3.227978467941284 1110.1512 0.9348247643734016 0.1386376432000089 0.5938961762350682 2.7116141319274902 True 17 7500 29.54 81.78 1329.2122 0.9231732097477126 0.1650147321283228 0.48475791943725993 3.213653564453125 1194.0863 0.937535332797453 0.1324053603596063 0.5878359781286934 2.695610523223877 False 18 7600 29.11 78.62 1292.0183 0.9326657646219848 0.14662176010614883 0.4771513228458633 3.233765125274658 1172.6515 0.9445553052843472 0.11918075068705661 0.5842120256230434 2.6857810020446777 False 18 7700 29.14 78.74 1014.4381 0.9246627969279548 0.17006061410377812 0.4894054065139449 3.19588303565979 1118.0934 0.9377234996663817 0.14020341599725933 0.5954011130904362 2.651811122894287 False 18 7800 28.89 73.05 1057.0012 0.9187067381716214 0.17326769924242003 0.4929425458422863 3.1924736499786377 1108.186 0.9344838963594747 0.140465623256366 0.5972402617017898 2.6742358207702637 True 18 7900 29.38 79.75 1038.9703 0.9246649175847726 0.17214759871475135 0.4848043445297847 3.2143571376800537 1115.1202 0.939718114733766 0.13833357602945073 0.5897319951929821 2.68739652633667 False 19 8000 29.2 65.7 972.591 0.9156240665186961 0.17339487116135194 0.49579297031469327 3.161893367767334 1092.6649 0.9323139834770343 0.139761014900231 0.6014815777638093 2.619443655014038 True 19 8100 29.82 123.2 1110.1335 0.9159650369892082 0.1740921309883325 0.4952021377582809 3.2121453285217285 1096.6161 0.9338954576822017 0.13738248057456678 0.5996282202698449 2.6248817443847656 False 19 8200 29.58 444.5 969.22815 0.9237594265735282 0.17577549449725757 0.4873309219371928 3.2943217754364014 1116.1763 0.9371095980249597 0.14321835419528808 0.5968439490377304 2.6921286582946777 False 19 8300 28.98 259.9 889.70575 0.9193766021457225 0.17358404584794906 0.49190086766675994 3.1838653087615967 1105.3629 0.9362590478858576 0.13861770013286362 0.5989322406867305 2.624668836593628 False 20 8400 29.05 411.5 1056.2476 0.9093529098874064 0.17924549811915744 0.500215332195059 3.1378848552703857 1106.4244 0.9291556289060527 0.1408700201947881 0.6047371425450117 2.580488681793213 False 20 8500 30.08 60.27 934.78894 0.9169579015417435 0.17383423996711833 0.4902728006820928 3.2216808795928955 1081.7311 0.9327390923242075 0.13973058057048215 0.5962110793763744 2.7141377925872803 True 20 8600 29.98 56.37 891.7534 0.91194414749903 0.18698364320880567 0.497941838240194 3.3111398220062256 1071.774 0.9307980711818019 0.14694318220629043 0.6028015586984482 2.8119590282440186 True 20 8700 30.17 72.56 1129.319 0.9160095206529687 0.18372419694797845 0.5002916764052936 3.2861359119415283 1099.5245 0.9346700416688436 0.1438111008206166 0.604585883461111 2.7226195335388184 False 20 8800 29.62 69.61 1022.69336 0.9164441089314196 0.17246506560772165 0.493703928236873 3.323979377746582 1138.7548 0.9365026284779829 0.1314087633395459 0.595320971703134 2.748967409133911 False 21 8900 29.1 56.42 898.1565 0.9198395577057964 0.18931295009012328 0.4999962337221671 3.465562105178833 1123.0276 0.9375905100006712 0.14725185090208073 0.6056302150952885 2.8937740325927734 False 21 9000 29.28 63.36 964.5381 0.9187771195468611 0.18390623854434188 0.5036915341826551 3.1774771213531494 1078.6486 0.9355944743154817 0.14562562654668057 0.6068823179778949 2.6999289989471436 True 21 9100 29.69 57.33 955.1317 0.9184090062362926 0.1922503163782049 0.5022250615709195 3.2094011306762695 1117.8953 0.9358691605467452 0.14990151405092428 0.6063988839403411 2.6845197677612305 False 21 9200 29.23 57.2 1041.1423 0.9090946246693359 0.19190866739661638 0.5080805030830181 3.3767430782318115 1091.9113 0.9313930646873851 0.14557678033004454 0.6080807714243693 2.7946245670318604 False 22 9300 29.15 64.7 936.3629 0.9024747660036744 0.19919647402773918 0.518419122563039 3.081012725830078 1066.0674 0.927154263714041 0.1491981068810157 0.6169598900782566 2.581796169281006 True 22 9400 29.68 58.55 892.13275 0.9160626016308092 0.1996131220971761 0.5145795836974736 3.1539435386657715 1104.2968 0.9349378061191553 0.15379802967849254 0.6173877442612374 2.685011863708496 False 22 9500 29.08 56.07 929.6435 0.9195592296387993 0.18770826711473168 0.4998483310774736 3.6778182983398438 1098.7451 0.938148413611904 0.14303200075203473 0.6017629097874534 3.121941566467285 False 22 9600 29.61 59.97 884.8347 0.9087282271153351 0.19250013426417623 0.4972900612687004 3.152657985687256 1075.6902 0.9296695396493679 0.1451417965859579 0.6003740567961885 2.601810932159424 False 23 9700 29.27 54.87 856.8955 0.9065867034217892 0.20750676915445646 0.5170891346714909 3.1229257583618164 1055.571 0.9311569669809215 0.1531046301645376 0.6154040733413456 2.654390573501587 True 23 9800 30.07 57.36 825.8749 0.9020879648229997 0.20946552315727945 0.5131012418993204 3.0994784832000732 1069.4017 0.928291533685435 0.1528522311782033 0.6118056939196597 2.5516419410705566 False 23 9900 29.17 60.94 750.3145 0.8955266068686907 0.2161445295829956 0.5221302414196339 3.3065361976623535 1049.5145 0.9245228526482389 0.15571637055407825 0.6198828036213935 2.8462448120117188 False 23 10000 29.3 58.2 818.5631 0.9150719516313899 0.19871155479916203 0.5114876491646472 3.1576361656188965 1098.8687 0.9362283531387655 0.14861021745838457 0.6088890231803161 2.708281993865967 False 24 10100 29.46 59.28 883.4706 0.9090401090560793 0.20047760752674357 0.4952328757407385 3.2034056186676025 1062.6997 0.9300044926790615 0.15197882487605957 0.5968397861536838 2.6577670574188232 False 24 10200 29.54 57.69 801.2014 0.9076482896536526 0.19221650944594412 0.5165523000815047 3.099883556365967 1102.3656 0.9312531143275554 0.14300329790396335 0.6121781957535364 2.622899293899536 False 24 10300 29.32 53.37 1071.4452 0.9332146716616148 0.12221078667101068 0.5071349386777247 3.1368634700775146 1474.0618 0.9565318575231573 0.07438499703721274 0.604306192510826 2.559551477432251 False 24 10400 29.39 66.23 837.43756 0.908427682357259 0.20022697533893033 0.505685656576459 3.1180989742279053 1056.519 0.9302555311071131 0.15138878690589475 0.6065773147295385 2.5845444202423096 True 25 10500 29.84 145.7 793.77386 0.8953459885279689 0.21833786726419488 0.5284612117665333 3.0598912239074707 1063.7882 0.9235315198724043 0.15941426992697352 0.6204635223125252 2.608288049697876 False 25 10600 29.26 394.4 835.2573 0.8932672461470836 0.2181784338048555 0.530220258392154 3.076186180114746 1076.7158 0.9259295461322574 0.1504535048088937 0.6212974200941201 2.6157941818237305 False 25 10700 31.44 59.82 999.9636 0.9094686655240768 0.21042178902347203 0.5108269730519408 3.1179604530334473 1099.6685 0.9337340863219958 0.15347304020961916 0.6068741411334505 2.6200222969055176 False 25 10800 28.92 74.16 899.9152 0.9030793770729977 0.20003250971715028 0.5075896733853074 3.129882335662842 1054.6112 0.9275780160699152 0.14855292435645073 0.607528090655374 2.624526262283325 False 25 10900 29.2 57.92 846.683 0.9167541093388005 0.19136136178311036 0.5130794621811265 3.2381510734558105 1125.6061 0.939759577120491 0.13840822473025888 0.6052268519822681 2.773332357406616 False 26 11000 28.98 49.31 780.67426 0.9003753177757856 0.21701811050024206 0.5172301834384462 3.1164658069610596 1068.5432 0.9293289946800967 0.15280795578363257 0.6125366475244913 2.5679056644439697 False 26 11100 29.08 48.81 758.1018 0.9063542274399301 0.2077830901507623 0.524000050704948 3.1934239864349365 1065.3639 0.9347073322380582 0.1423596462512957 0.6179822023686165 2.7787342071533203 False 26 11200 29.06 48.73 710.94025 0.895254726599486 0.22584337551273068 0.5218649115652192 3.0640227794647217 1039.5781 0.9268438359911104 0.15707145852774393 0.6139799580978383 2.57519268989563 True 26 11300 29.46 48.72 760.8393 0.8957019869100189 0.22959051123710247 0.5277320627599302 3.0753238201141357 1061.418 0.927413314214691 0.1584144408228231 0.61916714381843 2.532153844833374 False 27 11400 28.81 49.28 752.85223 0.904276761912208 0.21194602183872463 0.5268977208055295 3.2112514972686768 1065.8096 0.932307991943761 0.14770395909294812 0.6175447398058505 2.713158369064331 False 27 11500 28.94 50.05 720.05035 0.8940653716200372 0.22326890127656693 0.5282025854876364 3.048800230026245 1065.9161 0.9289121430012119 0.14639007973179022 0.6185859687479559 2.563859701156616 False 27 11600 29.11 50.04 819.8544 0.8925703935245761 0.2235080627927325 0.53514399698137 3.1253180503845215 1112.1201 0.926008262719195 0.1516493439267813 0.6212413542752488 2.6239283084869385 False 27 11700 28.92 48.93 703.1297 0.8836087912533896 0.23410939507435619 0.537128867985455 3.0564637184143066 1020.7628 0.9199514618897796 0.16004058603023563 0.6218566574867941 2.59615421295166 True 28 11800 28.85 49.29 680.9092 0.8942907133154543 0.2405117621028428 0.5369469026507981 2.989729404449463 1045.1318 0.9271476039983814 0.16350849386846145 0.6248895319789174 2.5040924549102783 False 28 11900 29.23 50.13 713.3994 0.8821459502231095 0.24520057958326713 0.5413154231039361 2.973461151123047 1039.7902 0.9206857502415323 0.16317256145632755 0.6228864823884263 2.5219223499298096 False 28 12000 29.05 50.64 692.1236 0.8905647505125616 0.2360144777348145 0.5379421908739831 3.0985963344573975 1036.4409 0.9246872914613404 0.16035121880099007 0.620655059068088 2.644279718399048 False 28 12100 29.16 53.71 793.0807 0.8929890357332754 0.2408202049174315 0.5427727879410406 3.214749813079834 1046.4385 0.9278731673968829 0.16031534575337594 0.6253168940495658 2.719459295272827 False 29 12200 29.31 62.35 765.2851 0.8863457855441292 0.23699296486694263 0.5251588269200818 3.0520246028900146 1058.0226 0.9238431080204951 0.15621396036731366 0.6135158677107347 2.571397304534912 False 29 12300 29.06 65.22 755.53754 0.891129255257295 0.2177403348669996 0.535595661022106 3.3280084133148193 1065.687 0.9294747005779984 0.13791564459293343 0.6163533645557328 2.9942967891693115 False 29 12400 29.3 68.11 767.31793 0.8946802782286702 0.23206859870904212 0.5335579072012993 3.0121302604675293 1071.1348 0.9304255533643011 0.14920055614186997 0.6175483798386863 2.5574207305908203 False 29 12500 29.78 69.68 740.52826 0.8798134664715226 0.2561835677206509 0.5511909618638539 2.986032485961914 1031.3422 0.9231332199235518 0.16319452418965433 0.6244603687853949 2.5705010890960693 False 30 12600 29.5 67.53 661.3507 0.8815039764946886 0.2520053691456793 0.5435589227046428 2.96221923828125 1045.978 0.9240690897076593 0.15885882085742575 0.6208765120561117 2.496100425720215 False 30 12700 29.9 57.59 686.27435 0.8777008274416417 0.2578498284256608 0.5488611331750172 3.1185097694396973 1035.0486 0.921387008631238 0.1642563059705461 0.6229029157379148 2.6439907550811768 False 30 12800 29.83 120.5 679.64215 0.8830013653112633 0.25985287292698117 0.5500351202242372 2.982011556625366 1044.4962 0.9246738835155661 0.16509554630254825 0.6224042903071015 2.5273780822753906 False 30 12900 29.52 51.56 674.01904 0.8717018238934705 0.2691876703570205 0.5633208742985515 2.8995604515075684 1041.464 0.9208696995121194 0.16367082871424632 0.6276382451247775 2.494471788406372 False 30 13000 29.35 61.27 751.4263 0.8749592448969364 0.25640586516727404 0.5451614955235491 2.9493536949157715 1042.1663 0.9193209822843399 0.16107977112266073 0.6187431077458222 2.4881157875061035 False 31 13100 29.14 51.04 729.4723 0.8725659853375781 0.2634532699036773 0.5671668123723099 2.8478095531463623 1031.0713 0.9212196713518722 0.15898900683144276 0.6267279799997649 2.472886323928833 True 31 13200 29.69 53.46 711.2226 0.8747996574871929 0.2688848042241031 0.5670735911177974 2.870765447616577 1033.5995 0.9221643674189045 0.1634413944438922 0.6265926396785826 2.514328956604004 False 31 13300 29.3 52.08 724.6626 0.8770032172039591 0.2578806528713356 0.5700374319063022 2.847306489944458 1061.8593 0.9251119827869335 0.15408029891103214 0.6230123100824133 2.507420063018799 False 31 13400 29.39 57.46 640.873 0.8743824648945809 0.26443510278178545 0.5625462113223779 2.9682960510253906 1061.729 0.9213915157439163 0.16225366778753206 0.6241639411631096 2.5541305541992188 False 32 13500 28.98 70.37 670.1654 0.8758557997479509 0.27362293378879976 0.5632578334708702 2.94840669631958 1045.6147 0.9242442188373559 0.16358883053334014 0.6214950377380594 2.5472137928009033 False 32 13600 29.17 81.54 670.6082 0.88878824518362 0.2549173638157712 0.5687489458160048 3.0143954753875732 1055.9471 0.9303442134193991 0.15592322086999771 0.6240875489484742 2.630505084991455 False 32 13700 29.2 70.41 651.71545 0.869654990695008 0.2696270700749898 0.5775202895348398 2.8338537216186523 1022.2167 0.9219259799354198 0.15742276535453867 0.6216382196505739 2.5476114749908447 True 32 13800 29.89 64.48 670.05396 0.8748795755368637 0.2552160638182558 0.5751515823523781 2.9415788650512695 1069.8073 0.9276677948873792 0.1431646409623303 0.6238239406802151 2.6575913429260254 False 33 13900 29.1 63.05 587.9186 0.8692619059846445 0.28395924864544686 0.575713203309662 2.8006153106689453 1036.5759 0.9212192078060535 0.16641520150312564 0.6256680580970677 2.4487204551696777 False 33 14000 28.92 120.3 622.7644 0.8693925561545952 0.28330832961833297 0.5934806471894777 2.7660486698150635 1060.2104 0.9253952954863381 0.1579382859493701 0.6284263924695501 2.50026273727417 False 33 14100 29.57 64.0 627.71906 0.8823236526330727 0.2675640926443584 0.6009208260055845 2.8971338272094727 1084.0107 0.9341016903062718 0.1467200511361312 0.6231718071813065 2.658491611480713 False 33 14200 29.71 94.04 660.0898 0.8707273156269308 0.2803335447359042 0.5868227035322601 2.788853168487549 1026.988 0.9231826135153206 0.1635191010788067 0.6215941668251871 2.505182981491089 False 34 14300 29.7 103.6 658.7628 0.8660397492423728 0.28961118304033967 0.5939383524669494 2.9003641605377197 1039.7345 0.9223191185751765 0.16553320846958713 0.6236532920130001 2.625450849533081 False 34 14400 30.25 89.76 737.21136 0.8662433632650406 0.28386235006532823 0.59588713375486 2.712327241897583 1050.4178 0.9212846761570197 0.16103871675036835 0.6266534365006269 2.453568935394287 False 34 14500 29.96 55.07 729.83624 0.8789302684387681 0.24557667590819107 0.5961070332120355 2.869433879852295 1133.1193 inf 0.1414603026076846 0.6120268431566139 2.7522811889648438 False 34 14600 29.17 69.34 649.95544 0.8894388059868928 0.2725522993661788 0.5924777599081222 3.1786062717437744 1056.8796 inf 0.1605689601455492 0.6173156400966929 2.8869998455047607 False 35 14700 30.05 55.78 691.20605 0.8720229517701283 0.2870015948238851 0.616108696291755 2.9487199783325195 1075.8881 0.9270710940928536 0.1611600541531451 0.6213958244155177 2.7576019763946533 False 35 14800 29.17 235.6 684.4797 0.8709428970694338 0.2698803010284866 0.6316283545538067 2.6313817501068115 1088.5162 inf 0.14593415060503107 0.6167243838314962 2.573709011077881 False 35 14900 29.59 51.61 729.5503 0.8603007383521831 0.28948030332522723 0.6374518130412784 2.5751469135284424 1070.9318 0.9218585164772851 0.15519421426680274 0.62184278554942 2.575221061706543 False 35 15000 29.0 62.79 678.52014 0.8700639391580232 0.291061482448804 0.6330243528261381 2.6171398162841797 1045.786 0.9237215968224896 0.16558368506082666 0.6223035212889438 2.5684354305267334 False 35 15100 29.94 89.82 731.3152 0.8619089900562549 0.2861149349399828 0.6503830178281962 2.533857822418213 1057.4604 0.9221225619491207 0.1539191457248323 0.6128074594880721 2.6070990562438965 False 36 15200 29.24 48.43 688.16656 0.8757565807308999 0.2823531495315252 0.651472241825034 2.535778760910034 1060.3265 0.9293499164370389 0.1564977050869914 0.6217137577970114 2.5364315509796143 False 36 15300 29.12 60.81 701.47906 0.8755281069071286 0.2800184638794274 0.6177405179372077 2.724456548690796 1041.8076 0.9263899112604236 0.16073046144608974 0.6152581847620407 2.6000447273254395 False 36 15400 29.22 68.57 645.17804 0.8695957482125483 0.2810595043443679 0.603386481250889 2.691434860229492 1033.1559 0.923972583888382 0.15609203320866433 0.6209530343667162 2.4880452156066895 False 36 15500 30.25 54.61 597.69366 0.8623074593661711 0.2898912843258896 0.6303282986527571 2.586393117904663 1014.17334 0.9224679008590988 0.15750747052262964 0.623197755515124 2.5081419944763184 True 37 15600 29.46 224.4 696.5778 0.854191673468204 0.29211077805487795 0.6390504772227997 2.611788511276245 1044.3756 inf 0.15443007946250042 0.6265158504948605 2.5412659645080566 False 37 15700 29.8 423.9 736.1416 0.8531559022686176 0.3052142008820355 0.6617414057500974 2.3714187145233154 1035.1425 0.9201185028810281 0.16021436829182864 0.6257021179108053 2.449655771255493 False 37 15800 29.81 52.74 644.8611 0.8621036061465265 0.29435354567776884 0.6311797139435024 2.711536407470703 1086.5321 0.9233045325565551 0.15677323015635533 0.6226205663222064 2.651073694229126 False 37 15900 29.08 51.02 652.74164 0.857925450621747 0.29888459095607334 0.6475571800899962 2.7368245124816895 1032.1521 0.9184201534975577 0.1637172109277189 0.6241710839634871 2.756817579269409 False 38 16000 29.13 69.41 725.41205 0.8493467612168283 0.30200350282219096 0.6685183086138696 2.368009567260742 1037.962 inf 0.16041706137363215 0.6225866251950849 2.507746696472168 False 38 16100 29.02 60.66 646.99194 0.8637998648359424 0.29896721576969676 0.6739051780336222 2.425995111465454 1025.9606 inf 0.16008821410997998 0.618676831539812 2.6221463680267334 False 38 16200 29.27 66.25 652.281 inf 0.30193690500564474 0.6636334840422018 2.610386371612549 1050.532 0.9198627312274165 0.15924686828731227 0.6246443086057579 2.6349096298217773 False 38 16300 29.04 67.42 678.08386 0.8648673598061084 0.28771307092686216 0.6058578242003889 2.701744556427002 1081.2432 0.9241843067973377 0.15136217963559587 0.622302815166422 2.5162479877471924 False 39 16400 29.18 123.1 689.12604 0.8910577616604637 0.23485644711679463 0.5438682033229946 3.287733316421509 1120.3961 inf 0.13782317437814617 0.6071654825069085 2.8168091773986816 False 39 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0.6113702035616514 2.5714149475097656 False 44 18700 29.17 47.43 595.3861 0.8409469746332082 0.32967044530916595 0.7681582289144039 1.809951663017273 1103.77 0.9234476138285904 0.15058109204489303 0.6041843035165603 2.578620672225952 False 44 18800 28.87 47.67 592.75354 inf 0.3322231690323592 0.7796035081849755 1.7500845193862915 1060.0103 0.9225328888874204 0.15757589072139658 0.5892064782793728 2.6349658966064453 False 45 18900 29.08 47.65 603.076 0.8482494235963185 0.31310350145308996 0.7817218646541995 1.6348462104797363 1129.5203 0.9281013879642652 0.13919033523663424 0.56631358656012 2.834151029586792 False 45 19000 29.16 47.86 655.2731 inf 0.2914068718054864 0.6339262513153261 2.6525282859802246 1087.0774 0.9252139970699305 0.1518219098964267 0.6217241331707949 2.5537521839141846 False 45 19100 28.95 47.32 587.20935 inf 0.3129544697095149 0.6957612992185934 2.3365895748138428 1067.8928 0.9234393677361988 0.15191739811005844 0.6199424515582054 2.533632516860962 False 45 19200 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