modular_mlp/metrics.csv

step,elapsed,loss,train_loss,train_acc,test_loss,test_acc
0,0.3,nan,4.585460662841797,0.0095676826313138,4.586380481719971,0.011689691804349422
500,3.8,0.704157093602947,0.4760409891605377,1.0,9.267999649047852,0.0
1000,7.1,0.029810179983724587,0.02124807797372341,1.0,12.47140884399414,0.0
1500,10.3,0.002032639559543879,0.0015257021877914667,1.0,14.746017456054688,0.00015181417984422296
2000,13.6,0.00021126409881529686,0.00017027508874889463,1.0,16.25799560546875,0.0
2500,16.9,5.1645069506356906e-05,4.739216456073336e-05,1.0,16.385894775390625,0.0
3000,20.2,3.368413081051176e-05,3.310332613182254e-05,1.0,15.485729217529297,0.00015181417984422296
3500,23.5,3.067761049100513e-05,3.050982741115149e-05,1.0,14.497186660766602,0.0003036283596884459
4000,26.9,2.9421133550497587e-05,2.932064307969995e-05,1.0,13.639385223388672,0.00045544252498075366
4500,30.2,2.8475043450907116e-05,2.8388414648361504e-05,1.0,12.898544311523438,0.00045544252498075366
5000,33.5,2.7678412000741745e-05,2.7605383365880698e-05,1.0,12.249889373779297,0.0006072567193768919
5500,36.8,2.6906839245104753e-05,2.683624734345358e-05,1.0,11.658526420593262,0.0006072567193768919
6000,40.2,2.6198453148672793e-05,2.6133047867915593e-05,1.0,11.09339427947998,0.001366327633149922
6500,43.5,2.559043549620897e-05,2.5528526748530567e-05,1.0,10.573190689086914,0.0018217700999230146
7000,46.9,2.4992248944347945e-05,2.49315253313398e-05,1.0,10.084244728088379,0.0031880978494882584
7500,50.1,2.440831635808255e-05,2.4350916646653786e-05,1.0,9.611433982849121,0.004858053755015135
8000,53.4,2.3935589449051032e-05,2.3890772354207e-05,1.0,9.180367469787598,0.006528009660542011
8500,56.6,2.3517906548029108e-05,2.348064663237892e-05,1.0,8.792991638183594,0.008501593954861164
9000,60.1,2.313211396207585e-05,2.3093542040442117e-05,1.0,8.444957733154297,0.011386063881218433
9500,63.6,2.275800464018587e-05,2.2721435016137548e-05,1.0,8.117083549499512,0.013663276098668575
10000,66.8,2.2343457506329556e-05,2.2308142433757894e-05,1.0,7.7777838706970215,0.017914073541760445
10500,70.1,2.196635135474488e-05,2.193459658883512e-05,1.0,7.448159217834473,0.02231668494641781
11000,73.4,2.1604225063588143e-05,2.1568273950833827e-05,1.0,7.120154857635498,0.029451951384544373
11500,76.6,2.1273979475285554e-05,2.124356251442805e-05,1.0,6.8144097328186035,0.0335509330034256
12000,79.9,2.095443953748357e-05,2.0920831957482733e-05,1.0,6.522345542907715,0.04083801433444023
12500,83.1,2.063524297224958e-05,2.0601608412107453e-05,1.0,6.236166000366211,0.04858053848147392
13000,86.5,2.031817253396017e-05,2.028445669566281e-05,1.0,5.9508538246154785,0.05753757432103157
13500,89.8,2.0017523411537634e-05,1.9987159248557873e-05,1.0,5.6742048263549805,0.06801275163888931
14000,93.1,1.9730528351901898e-05,1.970350422197953e-05,1.0,5.407618045806885,0.07939881831407547
14500,96.3,1.9478363532706043e-05,1.9453600543783978e-05,1.0,5.162563323974609,0.09199939668178558
15000,99.5,1.924858036217163e-05,1.9224522475269623e-05,1.0,4.941320896148682,0.10839532315731049
15500,102.8,1.9044330517948994e-05,1.901998621178791e-05,1.0,4.738241195678711,0.12388037145137787
16000,106.0,1.8842268061782587e-05,1.8823518985300325e-05,1.0,4.549029350280762,0.14118719100952148
16500,109.2,1.8634964915482976e-05,1.8615095541463234e-05,1.0,4.3621954917907715,0.1568240523338318
17000,112.5,1.8435031961770218e-05,1.8415461454424076e-05,1.0,4.168701171875,0.1741308569908142
17500,115.8,1.823056510746111e-05,1.820860052248463e-05,1.0,3.969156265258789,0.19250038266181946
18000,119.2,1.7988864798678846e-05,1.7962880519917235e-05,1.0,3.754359245300293,0.212236225605011
18500,122.6,1.77452928490894e-05,1.772087489371188e-05,1.0,3.5284526348114014,0.23910734057426453
19000,125.9,1.750526872335018e-05,1.7480686437920667e-05,1.0,3.3067338466644287,0.2678002119064331
19500,129.4,1.725123805081065e-05,1.7228796423296444e-05,1.0,3.0879554748535156,0.29634127020835876
20000,132.8,1.702314321817285e-05,1.700440770946443e-05,1.0,2.8820669651031494,0.3286777138710022
20500,136.2,1.683224684157308e-05,1.6811867681099102e-05,1.0,2.6935980319976807,0.36025506258010864
21000,139.6,1.6648874053704425e-05,1.663347939029336e-05,1.0,2.5223591327667236,0.3910733163356781
21500,142.8,1.6490934972102757e-05,1.6474732547067106e-05,1.0,2.3727409839630127,0.41794443130493164
22000,146.1,1.6343162926599173e-05,1.6330433936673217e-05,1.0,2.230903387069702,0.4443601071834564
22500,149.3,1.618547634330762e-05,1.617177258594893e-05,1.0,2.0968406200408936,0.47259753942489624
23000,152.6,1.6037511306738793e-05,1.602299562364351e-05,1.0,1.9724911451339722,0.4971914291381836
23500,156.0,1.586940089318188e-05,1.5852338037802838e-05,1.0,1.8496578931808472,0.5254288911819458
24000,159.2,1.57042110843651e-05,1.5688185158069246e-05,1.0,1.7334047555923462,0.5509336590766907
24500,162.5,1.555875620799775e-05,1.554798291181214e-05,1.0,1.6308579444885254,0.5734021663665771
25000,165.8,1.5416810525923877e-05,1.5400853953906335e-05,1.0,1.531356692314148,0.5948079824447632
25500,169.0,1.5276480140481902e-05,1.5261284715961665e-05,1.0,1.4380289316177368,0.6190982460975647
26000,172.4,1.5147586439361384e-05,1.5135869034565985e-05,1.0,1.3526097536087036,0.641870379447937
26500,175.7,1.5020707592572138e-05,1.5009648450359236e-05,1.0,1.2717437744140625,0.665249764919281
27000,179.1,1.4909471287621199e-05,1.489960868639173e-05,1.0,1.1977300643920898,0.6843783259391785
27500,182.5,1.4792943468738222e-05,1.478073863836471e-05,1.0,1.1268484592437744,0.7053287029266357
28000,185.9,1.4673047285059584e-05,1.4661784007330425e-05,1.0,1.0613495111465454,0.7238500118255615
28500,189.2,1.4567206689916357e-05,1.4558207112713717e-05,1.0,1.0012694597244263,0.7399423122406006
29000,192.5,1.4473155704082872e-05,1.4464301784755662e-05,1.0,0.9492190480232239,0.7537574172019958
29500,195.9,1.4388363934205463e-05,1.4379480489878915e-05,1.0,0.9024705290794373,0.7674206495285034
30000,199.2,1.429295773491336e-05,1.4282660231401678e-05,1.0,0.8580844402313232,0.780628502368927
30500,202.5,1.4203380628932611e-05,1.419602267560549e-05,1.0,0.815412163734436,0.795050859451294
31000,205.9,1.4112746582099087e-05,1.4103174180490896e-05,1.0,0.7739638686180115,0.8088659644126892
31500,209.2,1.4011586744656042e-05,1.4001497220306192e-05,1.0,0.7315850257873535,0.8214665055274963
32000,213.0,1.3902507572500504e-05,1.3889935871702619e-05,1.0,0.6902121305465698,0.8339152932167053
32500,217.0,1.3809822083154207e-05,1.380156390951015e-05,1.0,0.6529744267463684,0.8471231460571289
33000,220.4,1.3733675500207513e-05,1.3724346899834927e-05,1.0,0.6215032935142517,0.8545620441436768
33500,223.9,1.3659565067771133e-05,1.3651224435307086e-05,1.0,0.5929177403450012,0.8621527552604675
34000,227.3,1.3592648547172866e-05,1.3587479770649225e-05,1.0,0.5672115683555603,0.8706543445587158
34500,230.6,1.3534922853618562e-05,1.3528130693885032e-05,1.0,0.5441138744354248,0.8780932426452637
35000,234.0,1.3477164662121044e-05,1.3471779311657883e-05,1.0,0.5217446088790894,0.8829512596130371
35500,237.3,1.3424683717941415e-05,1.341876486549154e-05,1.0,0.500226616859436,0.8913010358810425
36000,240.5,1.336949006658653e-05,1.336363948212238e-05,1.0,0.4796910285949707,0.8981326818466187
36500,243.9,1.3311571729772139e-05,1.330509167019045e-05,1.0,0.4598323106765747,0.9019280672073364
37000,247.3,1.3239868610397262e-05,1.3232941455498803e-05,1.0,0.43854406476020813,0.9073933362960815
37500,251.8,1.3182667506244692e-05,1.3178618246456608e-05,1.0,0.4185504615306854,0.9122514128684998
38000,255.2,1.3130001930492122e-05,1.3125267287250608e-05,1.0,0.40043964982032776,0.9174131155014038
38500,258.5,1.3077999008636344e-05,1.3073899935989175e-05,1.0,0.3835586607456207,0.9218156933784485
39000,261.9,1.301802813105061e-05,1.3012731869821437e-05,1.0,0.36757418513298035,0.9265219569206238
39500,265.2,1.297053488875976e-05,1.2965125279151835e-05,1.0,0.353222519159317,0.9319872260093689
40000,268.5,1.292445790442339e-05,1.291891294386005e-05,1.0,0.33960670232772827,0.9342644810676575
40500,272.6,1.2879519546820882e-05,1.2875191714556422e-05,1.0,0.32652372121810913,0.9359344244003296
41000,276.0,1.2832467243840983e-05,1.2827457794628572e-05,1.0,0.31399333477020264,0.9382116198539734
41500,279.3,1.2785953478323358e-05,1.2780821634805761e-05,1.0,0.3019235134124756,0.9407925009727478
42000,282.7,1.2743738231640614e-05,1.2739890735247172e-05,1.0,0.29125455021858215,0.9456505179405212
42500,286.0,1.2708996363598795e-05,1.2705842891591601e-05,1.0,0.281749963760376,0.9482313394546509
43000,289.3,1.2674248474694175e-05,1.266888102691155e-05,1.0,0.2728211581707001,0.9518749117851257
43500,292.7,1.2633754455725947e-05,1.2630988749151584e-05,1.0,0.26427707076072693,0.9543039202690125
44000,296.1,1.2601087498384665e-05,1.2597195564012509e-05,1.0,0.2568133473396301,0.9553666114807129
44500,299.3,1.2565460015779627e-05,1.2561459698190447e-05,1.0,0.24942323565483093,0.9580993056297302
45000,302.6,1.2532172105143055e-05,1.2528045772342011e-05,1.0,0.2420712262392044,0.9600728750228882
45500,306.1,1.2500897205257634e-05,1.249830711458344e-05,1.0,0.2353001981973648,0.9605283141136169
46000,309.6,1.2463173419170272e-05,1.2458809578674845e-05,1.0,0.22846443951129913,0.9629573225975037
46500,313.9,1.242771498584401e-05,1.2424340638972353e-05,1.0,0.22185423970222473,0.9646273255348206
47000,317.3,1.2400729983916608e-05,1.239903849636903e-05,1.0,0.2159910649061203,0.9667527079582214
47500,320.6,1.2372585144644797e-05,1.2369721844152082e-05,1.0,0.2110200822353363,0.9681190252304077
48000,323.9,1.2347326201847977e-05,1.2345516552159097e-05,1.0,0.20649971067905426,0.969485342502594
48500,327.2,1.2315805898602443e-05,1.2313370461924933e-05,1.0,0.2013023942708969,0.9717625379562378
49000,330.5,1.2286878809534522e-05,1.2283842806937173e-05,1.0,0.19598188996315002,0.9720661640167236
49500,333.9,1.2262117056690445e-05,1.225967935170047e-05,1.0,0.19114825129508972,0.9725216627120972
50000,337.3,1.2238888844576509e-05,1.2237248483870644e-05,1.0,0.18710634112358093,0.9737361669540405
50500,340.7,1.2212706205165477e-05,1.2210424756631255e-05,1.0,0.18259887397289276,0.974798858165741
51000,343.9,1.2190034747534977e-05,1.2186389540147502e-05,1.0,0.17840026319026947,0.9755579233169556
51500,347.1,1.2163619782688821e-05,1.216024156747153e-05,1.0,0.17384734749794006,0.9763169884681702
52000,350.4,1.2131721650361235e-05,1.2129151400586125e-05,1.0,0.16868765652179718,0.9781387448310852
52500,353.7,1.2098654585546398e-05,1.2094807971152477e-05,1.0,0.16339045763015747,0.9792014360427856
53000,356.9,1.2066093008266393e-05,1.2061774214089382e-05,1.0,0.1579543501138687,0.9799605011940002
53500,360.3,1.2035772910453298e-05,1.203237388835987e-05,1.0,0.1527397483587265,0.9817823171615601
54000,363.5,1.200304171404714e-05,1.1999001799267717e-05,1.0,0.1477532833814621,0.9834522604942322
54500,366.8,1.1974612340891676e-05,1.1972304491791874e-05,1.0,0.14278531074523926,0.983755886554718
55000,370.1,1.1941166290766782e-05,1.1939145224459935e-05,1.0,0.13791927695274353,0.9852740168571472
55500,373.6,1.1912393634403961e-05,1.1910505236301105e-05,1.0,0.1336219608783722,0.9860330820083618
56000,377.1,1.188475413922658e-05,1.1881357750098687e-05,1.0,0.12984175980091095,0.9866403341293335
56500,380.5,1.1856228454709817e-05,1.1853941941808444e-05,1.0,0.12604373693466187,0.987551212310791
57000,383.8,1.1832778393226541e-05,1.1828597052954137e-05,1.0,0.1224118173122406,0.9881585240364075
57500,387.2,1.180624972765937e-05,1.1804011592175812e-05,1.0,0.11922425031661987,0.9889175891876221
58000,390.5,1.1775455105054682e-05,1.1772286597988568e-05,1.0,0.11607355624437332,0.9892212152481079
58500,393.7,1.1739370415847428e-05,1.173460805148352e-05,1.0,0.11254305392503738,0.9898284673690796
59000,396.9,1.170538533566036e-05,1.170288487628568e-05,1.0,0.1092464029788971,0.991042971611023
59500,400.2,1.1681301873866757e-05,1.1678975170070771e-05,1.0,0.10629145056009293,0.9911947846412659
60000,403.4,1.1662692087114485e-05,1.1660176824079826e-05,1.0,0.10356290638446808,0.9905875325202942
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61000,410.3,1.1634913571743794e-05,1.1632719179033302e-05,1.0,0.10018155723810196,0.9913465976715088
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62500,420.3,1.1578484378614636e-05,1.1576451470318716e-05,1.0,0.09508371353149414,0.9925611019134521
63000,423.7,1.1558298038736052e-05,1.1554529010027181e-05,1.0,0.09282851219177246,0.992864727973938
63500,427.1,1.153042664846608e-05,1.1527664355526213e-05,1.0,0.09043421596288681,0.9933201670646667
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68500,460.9,1.1264625262028459e-05,1.1262973202974536e-05,1.0,0.06933484226465225,0.9955973625183105
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69500,467.5,1.1238983242883825e-05,1.1239021660003345e-05,1.0,0.06695850938558578,0.9960528612136841
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105000,1042.4,1.0803337914531664e-05,1.0802277756738476e-05,1.0,0.037757523357868195,0.9987854957580566
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107000,1070.3,1.0775003230306904e-05,1.0775622286018915e-05,1.0,0.03656158223748207,0.9989373087882996
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108000,1078.1,1.0758789103250588e-05,1.0759358701761812e-05,1.0,0.035855527967214584,0.9987854957580566
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109000,1081.9,1.0743121413237054e-05,1.0742588528955821e-05,1.0,0.03521560877561569,0.9989373087882996
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113000,1105.2,1.0712362420669698e-05,1.0712300536397379e-05,1.0,0.03398488089442253,0.9989373087882996
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115000,1118.2,1.070422631347184e-05,1.0703218322305474e-05,1.0,0.03374850004911423,0.9989373087882996
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117000,1131.3,1.0693338182647693e-05,1.0692446267057676e-05,1.0,0.03327002376317978,0.9990891218185425
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125000,1182.9,1.0646117316086278e-05,1.0645389011187945e-05,1.0,0.03161577507853508,0.9992409348487854
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126000,1189.4,1.0636008583871738e-05,1.0635081707732752e-05,1.0,0.031179921701550484,0.9993927478790283
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133000,1234.6,1.060366544328225e-05,1.0604160706861876e-05,1.0,0.030122464522719383,0.9992409348487854
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134000,1241.2,1.0601363584214313e-05,1.0601667781884316e-05,1.0,0.029994146898388863,0.9992409348487854
134500,1244.5,1.0600982044549835e-05,1.0602343536447734e-05,1.0,0.029932940378785133,0.9992409348487854
135000,1247.7,1.0600191179918845e-05,1.0597824257274624e-05,1.0,0.02988719567656517,0.9992409348487854
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136000,1254.2,1.0596743552031447e-05,1.0596387255645823e-05,1.0,0.029731402173638344,0.9992409348487854
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137000,1260.7,1.0594223565085522e-05,1.0593599654384889e-05,1.0,0.02963242493569851,0.9992409348487854
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138000,1267.2,1.0590356335930374e-05,1.058912221196806e-05,1.0,0.029559224843978882,0.9992409348487854
138500,1270.4,1.0587744289796965e-05,1.058696761901956e-05,1.0,0.029507357627153397,0.9992409348487854
139000,1273.6,1.058646729426908e-05,1.0586207281448878e-05,1.0,0.0294193085283041,0.9992409348487854
139500,1276.8,1.0584847178881442e-05,1.058464386005653e-05,1.0,0.029308466240763664,0.9993927478790283
140000,1280.1,1.0583629311341475e-05,1.0581771675788332e-05,1.0,0.029186295345425606,0.9993927478790283
140500,1283.2,1.058077883448772e-05,1.0579997251625173e-05,1.0,0.029064910486340523,0.9993927478790283
141000,1286.5,1.0576945110721076e-05,1.0576406566542573e-05,1.0,0.028943080455064774,0.9992409348487854
141500,1289.7,1.0573471975055884e-05,1.057399913406698e-05,1.0,0.02882915921509266,0.9992409348487854
142000,1293.0,1.0570357014747205e-05,1.0571380698820576e-05,1.0,0.028698818758130074,0.9992409348487854
142500,1296.4,1.0567943443898623e-05,1.056804285326507e-05,1.0,0.028565185144543648,0.9992409348487854
143000,1299.6,1.05631078969634e-05,1.0562423994997516e-05,1.0,0.028391661122441292,0.9992409348487854
143500,1302.9,1.0559297119132315e-05,1.0559975635260344e-05,1.0,0.02818659506738186,0.9992409348487854
144000,1306.1,1.055431468083817e-05,1.055308985087322e-05,1.0,0.027969758957624435,0.9992409348487854
144500,1309.4,1.0547551322361942e-05,1.0546457815507893e-05,1.0,0.027690771967172623,0.9992409348487854
145000,1312.5,1.0541990615630181e-05,1.0542022209847346e-05,1.0,0.027445388957858086,0.9992409348487854
145500,1315.8,1.0539071305956869e-05,1.0539191862335429e-05,1.0,0.02725128084421158,0.9992409348487854
146000,1318.9,1.0537192534283529e-05,1.053598134603817e-05,1.0,0.02710343897342682,0.9992409348487854
146500,1322.1,1.05359919113105e-05,1.0535559340496548e-05,1.0,0.026989033445715904,0.9992409348487854
147000,1325.4,1.0534192739224811e-05,1.0534588000155054e-05,1.0,0.02689530700445175,0.9993927478790283
147500,1328.5,1.0532110266328954e-05,1.0530828149057925e-05,1.0,0.02680419757962227,0.9993927478790283
148000,1331.8,1.053167911049003e-05,1.0532095075177494e-05,1.0,0.02674145996570587,0.9993927478790283
148500,1335.0,1.0530216339230936e-05,1.052892730513122e-05,1.0,0.026681967079639435,0.9993927478790283
149000,1338.2,1.0529304205187704e-05,1.0529392056923825e-05,1.0,0.026634132489562035,0.9995445609092712
149500,1341.4,1.0529210275775735e-05,1.052892730513122e-05,1.0,0.026597317308187485,0.9995445609092712
150000,1344.7,1.0528727230624236e-05,1.0529180144658312e-05,1.0,0.026556722819805145,0.9995445609092712
150500,1347.9,1.0528233085973956e-05,1.052913830790203e-05,1.0,0.026527438312768936,0.9995445609092712
151000,1351.3,1.0527971987411505e-05,1.0526688129175454e-05,1.0,0.02651016227900982,0.9995445609092712
151500,1354.4,1.052749136884136e-05,1.0525674042582978e-05,1.0,0.026484861969947815,0.9996963739395142
152000,1357.6,1.0526806238165816e-05,1.0527406629989855e-05,1.0,0.02646007388830185,0.9996963739395142
152500,1360.8,1.0526437872113302e-05,1.0525463039812166e-05,1.0,0.02642936073243618,0.9996963739395142
153000,1364.1,1.0524882590815742e-05,1.0524702702241484e-05,1.0,0.026365922763943672,0.9996963739395142
153500,1367.3,1.0524357543173824e-05,1.0524871868256014e-05,1.0,0.02633160538971424,0.9995445609092712
154000,1370.5,1.0524309958497053e-05,1.0524913705012295e-05,1.0,0.026314204558730125,0.9995445609092712
154500,1373.8,1.0524219618094961e-05,1.0524660865485203e-05,1.0,0.026303080841898918,0.9995445609092712
155000,1377.0,1.052341031139077e-05,1.0521999683987815e-05,1.0,0.02629244513809681,0.9995445609092712
155500,1380.1,1.0522658960074034e-05,1.0521703188715037e-05,1.0,0.026286114007234573,0.9995445609092712
156000,1383.4,1.0522513952691207e-05,1.0522886441322044e-05,1.0,0.0262836292386055,0.9995445609092712
156500,1386.6,1.052215735745134e-05,1.0523773198656272e-05,1.0,0.026270413771271706,0.9996963739395142
157000,1389.8,1.0521634190164823e-05,1.052030984283192e-05,1.0,0.02625858224928379,0.9996963739395142
157500,1393.1,1.0521245034033675e-05,1.0522506272536702e-05,1.0,0.0262541975826025,0.9996963739395142
158000,1396.6,1.052161427702981e-05,1.0521872354729567e-05,1.0,0.026248693466186523,0.9996963739395142
158500,1400.2,1.0519772239701538e-05,1.0519464922253974e-05,1.0,0.02621995471417904,0.9996963739395142
159000,1404.5,1.0518981541622045e-05,1.0517521332076285e-05,1.0,0.02619965746998787,0.9996963739395142
159500,1408.0,1.0518584829753708e-05,1.0518620001676027e-05,1.0,0.02618585154414177,0.9996963739395142
160000,1411.5,1.0518334181227094e-05,1.0519084753468633e-05,1.0,0.026173928752541542,0.9996963739395142
160500,1415.1,1.0517535262927412e-05,1.0516760994505603e-05,1.0,0.026150008663535118,0.9996963739395142
161000,1418.9,1.0516899699322424e-05,1.051633898896398e-05,1.0,0.02611570432782173,0.9996963739395142
161500,1423.3,1.0516167735605962e-05,1.0516254405956715e-05,1.0,0.026064513251185417,0.9995445609092712
162000,1426.8,1.051575985653948e-05,1.0515705071156844e-05,1.0,0.026041561737656593,0.9995445609092712
162500,1430.4,1.0515301304612545e-05,1.051562048814958e-05,1.0,0.026023894548416138,0.9995445609092712
163000,1434.5,1.0514649930010753e-05,1.0516803740756586e-05,1.0,0.026019616052508354,0.9995445609092712
163500,1438.1,1.0514115581417372e-05,1.051418439601548e-05,1.0,0.026006558910012245,0.9995445609092712
164000,1442.1,1.0514230182981259e-05,1.0516043403185904e-05,1.0,0.025996899232268333,0.9995445609092712
164500,1445.5,1.0513681838899603e-05,1.0512705557630397e-05,1.0,0.025987591594457626,0.9996963739395142
165000,1449.0,1.051357953617078e-05,1.0511649634281639e-05,1.0,0.02598530240356922,0.9995445609092712
165500,1452.8,1.0512669144547047e-05,1.0512790140637662e-05,1.0,0.025984421372413635,0.9995445609092712
166000,1456.3,1.0512658061562192e-05,1.0511227628740016e-05,1.0,0.025994541123509407,0.9995445609092712
166500,1458.9,1.0512041129789658e-05,1.051093204296194e-05,1.0,0.025995323434472084,0.9993927478790283
167000,1461.7,1.051011352952268e-05,1.0509917956369463e-05,1.0,0.02597922645509243,0.9993927478790283
167500,1464.9,1.0508251335422206e-05,1.0506538274057675e-05,1.0,0.02596254087984562,0.9993927478790283
168000,1468.2,1.0507437246070622e-05,1.0505947102501523e-05,1.0,0.025950372219085693,0.9993927478790283
168500,1471.4,1.0506530878555484e-05,1.0506538274057675e-05,1.0,0.025940844789147377,0.9993927478790283
169000,1474.7,1.0505833378384419e-05,1.0505271347938105e-05,1.0,0.025931360200047493,0.9993927478790283
169500,1477.9,1.0505491811124983e-05,1.050607352226507e-05,1.0,0.02590937353670597,0.9993927478790283
170000,1481.0,1.050469984631156e-05,1.050446826411644e-05,1.0,0.02587295137345791,0.9992409348487854
170500,1484.2,1.0503066735230891e-05,1.0505102181923576e-05,1.0,0.025825869292020798,0.9992409348487854
171000,1487.5,1.0501246472193078e-05,1.0501637916604523e-05,1.0,0.025779251009225845,0.9992409348487854
171500,1490.8,1.0500376472407583e-05,1.0501511496840976e-05,1.0,0.025722932070493698,0.9992409348487854
172000,1493.9,1.0498192218480414e-05,1.0497751645743847e-05,1.0,0.02563617378473282,0.9993927478790283
172500,1497.2,1.0497184748039346e-05,1.049707589118043e-05,1.0,0.025578578934073448,0.9993927478790283
173000,1500.4,1.0496397847815836e-05,1.0494710295461118e-05,1.0,0.025558724999427795,0.9993927478790283
173500,1503.7,1.0496176234944028e-05,1.0495344213268254e-05,1.0,0.025545621290802956,0.9993927478790283
174000,1507.1,1.0495985467493294e-05,1.0496695722395089e-05,1.0,0.0255344919860363,0.9993927478790283
174500,1510.3,1.0495682883258208e-05,1.049563979904633e-05,1.0,0.025525756180286407,0.9993927478790283
175000,1513.4,1.0493235355607256e-05,1.049238744599279e-05,1.0,0.025503475219011307,0.9993927478790283
175500,1516.6,1.0492676121333383e-05,1.0491204193385784e-05,1.0,0.025491837412118912,0.9993927478790283
176000,1519.8,1.049265339541664e-05,1.0493274203327019e-05,1.0,0.025492670014500618,0.9993927478790283
176500,1523.1,1.049276760515633e-05,1.04933160400833e-05,1.0,0.025492755696177483,0.9993927478790283
177000,1526.3,1.0492357780011105e-05,1.0491077773622237e-05,1.0,0.025493083521723747,0.9993927478790283
177500,1529.5,1.0492953985872344e-05,1.0492851288290694e-05,1.0,0.025495562702417374,0.9993927478790283
178000,1532.7,1.049277013454498e-05,1.0494160960661247e-05,1.0,0.025496678426861763,0.9993927478790283
178500,1535.9,1.04925978175704e-05,1.0492809451534413e-05,1.0,0.025493621826171875,0.9993927478790283
179000,1539.2,1.0492032817559063e-05,1.0490824024600442e-05,1.0,0.02547314763069153,0.9993927478790283
179500,1542.4,1.0491953937000481e-05,1.0491542525414843e-05,1.0,0.025423254817724228,0.9993927478790283
180000,1545.6,1.0491812084295592e-05,1.0491795364941936e-05,1.0,0.025402948260307312,0.9993927478790283
180500,1548.8,1.0491162814754888e-05,1.0490865861356724e-05,1.0,0.025389527902007103,0.9993927478790283
181000,1552.1,1.049157066454386e-05,1.0491627108422108e-05,1.0,0.02538357302546501,0.9993927478790283
181500,1555.3,1.0490963213019286e-05,1.0491710781934671e-05,1.0,0.025368552654981613,0.9993927478790283
182000,1558.5,1.0491132126081308e-05,1.048989452101523e-05,1.0,0.025360409170389175,0.9993927478790283
182500,1561.7,1.0490680813855784e-05,1.0488584848644678e-05,1.0,0.025355055928230286,0.9993927478790283
183000,1565.0,1.0490558017032715e-05,1.0491753528185654e-05,1.0,0.025350114330649376,0.9993927478790283
183500,1568.2,1.0490330692456335e-05,1.0490570275578648e-05,1.0,0.02534395270049572,0.9993927478790283
184000,1571.5,1.049003147345964e-05,1.0490570275578648e-05,1.0,0.02534109354019165,0.9993927478790283
184500,1574.6,1.0490430073278744e-05,1.0490950444363989e-05,1.0,0.025338536128401756,0.9993927478790283
185000,1577.9,1.0490362101523939e-05,1.0490359272807837e-05,1.0,0.02533738687634468,0.9993927478790283
185500,1581.1,1.0490243262038711e-05,1.0490274689800572e-05,1.0,0.02533651702105999,0.9993927478790283
186000,1584.3,1.0490091229341872e-05,1.0490865861356724e-05,1.0,0.02533414028584957,0.9993927478790283
186500,1587.5,1.0490058027363218e-05,1.0491204193385784e-05,1.0,0.025323787704110146,0.9993927478790283
187000,1590.7,1.0490000816117554e-05,1.0491415196156595e-05,1.0,0.025320498272776604,0.9993927478790283
187500,1594.0,1.0489500758878671e-05,1.0490993190614972e-05,1.0,0.0253146905452013,0.9993927478790283
188000,1597.2,1.0488949862423457e-05,1.0491288776393048e-05,1.0,0.025314142927527428,0.9993927478790283
188500,1600.5,1.0488796854213956e-05,1.0488204679859336e-05,1.0,0.025317849591374397,0.9993927478790283
189000,1603.7,1.048947493620123e-05,1.048752892529592e-05,1.0,0.02531658113002777,0.9993927478790283
189500,1606.9,1.048919597260275e-05,1.0489092346688267e-05,1.0,0.02531319111585617,0.9993927478790283
190000,1610.2,1.048928505881918e-05,1.0489937267266214e-05,1.0,0.025309352204203606,0.9993927478790283
190500,1613.4,1.0489426093829839e-05,1.0490613021829631e-05,1.0,0.02530819922685623,0.9993927478790283
191000,1616.5,1.048924645599631e-05,1.0490317436051555e-05,1.0,0.02530236542224884,0.9993927478790283
191500,1619.8,1.0489393845771272e-05,1.0489092346688267e-05,1.0,0.02529831789433956,0.9993927478790283
192000,1623.0,1.0489361581169485e-05,1.049006368702976e-05,1.0,0.0252953190356493,0.9993927478790283
192500,1626.2,1.0488723866988074e-05,1.048841659212485e-05,1.0,0.02528694085776806,0.9993927478790283
193000,1629.3,1.0488952512647705e-05,1.0489303349459078e-05,1.0,0.025282055139541626,0.9993927478790283
193500,1632.5,1.048890085618943e-05,1.0489768101251684e-05,1.0,0.02528234012424946,0.9993927478790283
194000,1635.7,1.0489064157082185e-05,1.0489557098480873e-05,1.0,0.025287257507443428,0.9993927478790283
194500,1638.9,1.048896981902578e-05,1.0489768101251684e-05,1.0,0.02529192343354225,0.9993927478790283
195000,1642.1,1.0488886098262445e-05,1.0488458428881131e-05,1.0,0.025294510647654533,0.9993927478790283
195500,1645.3,1.0489064609203183e-05,1.0490105523786042e-05,1.0,0.02529408223927021,0.9993927478790283
196000,1648.6,1.0488881072258584e-05,1.0488923180673737e-05,1.0,0.02529492974281311,0.9993927478790283
196500,1651.8,1.0488689095603348e-05,1.0488923180673737e-05,1.0,0.025291182100772858,0.9993927478790283
197000,1655.1,1.0488947205610039e-05,1.0487064173503313e-05,1.0,0.02528270334005356,0.9993927478790283
197500,1658.2,1.0488805526998417e-05,1.0487951840332244e-05,1.0,0.02527705207467079,0.9993927478790283
198000,1661.5,1.0488841052812878e-05,1.048773992806673e-05,1.0,0.025268567726016045,0.9993927478790283
198500,1664.6,1.0489090483286063e-05,1.0490528438822366e-05,1.0,0.02526276372373104,0.9993927478790283
199000,1667.8,1.0489216317504623e-05,1.0488627594895661e-05,1.0,0.025259478017687798,0.9993927478790283
199500,1671.0,1.0488616678512504e-05,1.0488965017430019e-05,1.0,0.025257309898734093,0.9993927478790283
200000,1674.2,1.0488929197375805e-05,1.0490570275578648e-05,1.0,0.025256890803575516,0.9993927478790283