gryf/coach
1
0
Fork 0
mirror of https://github.com/gryf/coach.git synced 2026-03-03 07:15:54 +01:00
Code Issues Projects Releases Wiki Activity

Trace tests update

Browse Source
This commit is contained in:
Shadi Endrawis
2018-08-20 13:01:17 +03:00
parent c1f428666e
commit 3abb6cd415
99 changed files with 12876 additions and 39 deletions
Download Patch File Download Diff File Expand all files Collapse all files

121
rl_coach/traces/Fetch_DDPG_HER_baselines_slide/trace.csv Normal file
View File

@@ -0,0 +1,121 @@
Episode #,Training Iter,In Heatup,ER #Transitions,ER #Episodes,Episode Length,Total steps,Epsilon,Shaped Training Reward,Training Reward,Update Target Network,Evaluation Reward,Shaped Evaluation Reward,Success Rate,Loss/Mean,Loss/Stdev,Loss/Max,Loss/Min,Learning Rate/Mean,Learning Rate/Stdev,Learning Rate/Max,Learning Rate/Min,Grads (unclipped)/Mean,Grads (unclipped)/Stdev,Grads (unclipped)/Max,Grads (unclipped)/Min,Entropy/Mean,Entropy/Stdev,Entropy/Max,Entropy/Min,Advantages/Mean,Advantages/Stdev,Advantages/Max,Advantages/Min,Values/Mean,Values/Stdev,Values/Max,Values/Min,Value Loss/Mean,Value Loss/Stdev,Value Loss/Max,Value Loss/Min,Policy Loss/Mean,Policy Loss/Stdev,Policy Loss/Max,Policy Loss/Min,Q/Mean,Q/Stdev,Q/Max,Q/Min,TD targets/Mean,TD targets/Stdev,TD targets/Max,TD targets/Min,actions/Mean,actions/Stdev,actions/Max,actions/Min
1,0.0,1.0,246.0,1.0,50.0,50.0,0.1,,,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
2,0.0,1.0,492.0,2.0,50.0,100.0,0.1,,,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
3,0.0,1.0,738.0,3.0,50.0,150.0,0.1,,,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
4,0.0,1.0,984.0,4.0,50.0,200.0,0.1,,,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
5,0.0,1.0,1230.0,5.0,50.0,250.0,0.1,,,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
6,0.0,1.0,1476.0,6.0,50.0,300.0,0.1,,,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
7,0.0,1.0,1722.0,7.0,50.0,350.0,0.1,,,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
8,0.0,1.0,1968.0,8.0,50.0,400.0,0.1,,,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
9,0.0,1.0,2214.0,9.0,50.0,450.0,0.1,,,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
10,0.0,1.0,2460.0,10.0,50.0,500.0,0.1,,,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
11,0.0,1.0,2706.0,11.0,50.0,550.0,0.1,,,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
12,0.0,1.0,2952.0,12.0,50.0,600.0,0.1,,,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
13,0.0,1.0,3198.0,13.0,50.0,650.0,0.1,,,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
14,0.0,1.0,3444.0,14.0,50.0,700.0,0.1,,,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
15,0.0,1.0,3690.0,15.0,50.0,750.0,0.1,,,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
16,0.0,1.0,3936.0,16.0,50.0,800.0,0.1,,,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
17,0.0,1.0,4182.0,17.0,50.0,850.0,0.1,,,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
18,0.0,1.0,4428.0,18.0,50.0,900.0,0.1,,,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
19,0.0,1.0,4674.0,19.0,50.0,950.0,0.1,,,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
20,0.0,1.0,4920.0,20.0,50.0,1000.0,0.1,,,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
21,0.0,1.0,5166.0,21.0,50.0,1050.0,0.1,,,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
22,40.0,0.0,5412.0,22.0,50.0,1100.0,0.1,-50.0,-50.0,1.0,,,,2.2656178284436463,0.8807640308082189,3.4835509583354,0.2390746921300888,0.001,0.0,0.001,0.001,0.5106001,0.39132372,1.973998,0.13944990000000002,,,,,,,,,,,,,,,,,,,,,-0.54452103,0.1856847,0.0069049564,-0.8922382999999999,-0.27562299633491144,0.4254527171347679,0.0,-1.2305638492107391,-0.012012687590097128,0.3906239537551277,0.9814501104952102,-0.9372007403745176
23,80.0,0.0,5658.0,23.0,50.0,1150.0,0.1,-50.0,-50.0,1.0,,,,0.9239152605179696,0.4098820875224989,1.5191671326756475,0.08630435168743134,0.001,0.0,0.001,0.001,0.4056427,0.17666094,0.78111655,0.17227420000000002,,,,,,,,,,,,,,,,,,,,,-0.557995,0.15183884,-0.35859564,-0.9041498,-0.27920090753912064,0.43794500041939705,0.0,-1.2719385921955109,-0.0990530675623912,0.3652243891260652,0.9568684479780788,-0.94501333674486
24,120.0,0.0,5904.0,24.0,50.0,1200.0,0.1,-50.0,-50.0,1.0,,,,0.4820088209817186,0.2346928371102973,0.8542695865035057,0.04354352504014969,0.001,0.0,0.001,0.001,0.22152388,0.09522002,0.5255258,0.1076147,,,,,,,,,,,,,,,,,,,,,-0.6409675,0.1984506,-0.42561114,-1.2563726999999998,-0.27749355805396003,0.447450627668063,0.0,-1.2934502959251404,0.15719019100989212,0.4649487669414842,0.9849893537921456,-0.9840788640688172
25,160.0,0.0,6150.0,25.0,50.0,1250.0,0.1,-50.0,-50.0,0.0,,,,2.719804685888812,0.8060303686176279,3.7021217700093993,0.7040574550628662,0.001,0.0,0.001,0.001,0.8860304,1.4855075,8.701273,0.09200806,,,,,,,,,,,,,,,,,,,,,-0.6486920999999999,0.10555909,-0.43869135,-0.8152106,-0.2943033974887975,0.4552914772262687,0.0,-1.3416208624839785,-0.015054289171715734,0.4024818296554663,0.9822712324716758,-0.9168376403568012
26,200.0,0.0,6396.0,26.0,50.0,1300.0,0.1,-50.0,-50.0,1.0,,,,0.6901268676389009,0.3324004855763951,1.1857311222702265,0.04791445657610893,0.001,0.0,0.001,0.001,0.1755405,0.082740635,0.3985288,0.062027045,,,,,,,,,,,,,,,,,,,,,-1.151302,0.082073145,-0.9951494000000001,-1.2853258,-0.3084273505045978,0.4799156564266047,0.0,-1.4616455137729645,0.0061109762731827826,0.6069328100534078,1.206496269206193,-1.245519550559532
27,240.0,0.0,6642.0,27.0,50.0,1350.0,0.1,-50.0,-50.0,1.0,,,,0.40323068702127773,0.20017894220393714,0.7154922029003501,0.040373004972934716,0.001,0.0,0.001,0.001,0.13463552,0.07333196,0.48285243,0.05018049,,,,,,,,,,,,,,,,,,,,,-0.9745863000000001,0.10612498,-0.8289267,-1.2826097,-0.3035513082528333,0.48801827844699397,0.0,-1.494595617055893,-0.01522582013712188,0.5945189471290643,1.0975500653534616,-1.1876978968938656
28,280.0,0.0,6888.0,28.0,50.0,1400.0,0.1,-50.0,-50.0,1.0,,,,0.2934476331225596,0.15672779427571273,0.5410890905186534,0.0136429350823164,0.001,0.0,0.001,0.001,0.14397877,0.06972116,0.41197675,0.06975402,,,,,,,,,,,,,,,,,,,,,-0.30981672,0.09749544,-0.18339123,-0.65321815,-0.3030121785907681,0.5045497332310883,0.0,-1.569577932357788,0.04403808056669842,0.40916356020731853,0.99755916536296,-0.994725830593228
29,320.0,0.0,7134.0,29.0,50.0,1450.0,0.1,-50.0,-50.0,1.0,,,,0.6513757346663624,0.2584551807291485,1.0173401664942503,0.10047435015439987,0.001,0.0,0.001,0.001,0.24774309,0.30103958,1.8395651999999998,0.054864008,,,,,,,,,,,,,,,,,,,,,-1.225055,0.06772995,-1.0971133,-1.4517393,-0.3269532905178963,0.5154168506347124,0.0,-1.6357282400131226,0.10988117849628873,0.4795660628382626,1.0393812354410108,-1.105144941727084
30,360.0,0.0,7380.0,30.0,50.0,1500.0,0.1,-50.0,-50.0,0.0,,,,0.24943186544114726,0.1348372726411385,0.4920533804688602,0.017283886671066284,0.001,0.0,0.001,0.001,0.090023205,0.041224536,0.23880406,0.03670335,,,,,,,,,,,,,,,,,,,,,-1.3647738,0.02973796,-1.3245249,-1.4719214,-0.3319992104399315,0.522785897691417,0.0,-1.6460752487182615,0.11689855001936465,0.393359643569085,0.974858120383832,-0.982814891819228
31,400.0,0.0,7626.0,31.0,50.0,1550.0,0.1,-50.0,-50.0,1.0,,,,0.2193943440041039,0.11629262221205527,0.4098755978047848,0.011246356181800364,0.001,0.0,0.001,0.001,0.090549126,0.04902009,0.33536312,0.040432766,,,,,,,,,,,,,,,,,,,,,-0.8148809,0.17340074,-0.57322323,-1.2686799,-0.34265609066196845,0.5284026226961713,0.0,-1.6654067039489746,-0.028945063817147086,0.7089676110467589,1.5532832132627767,-1.3621025575248678
32,440.0,0.0,7872.0,32.0,50.0,1600.0,0.1,-50.0,-50.0,1.0,,,,0.2720523283467628,0.1355386349334374,0.4847437795251608,0.020141534507274628,0.001,0.0,0.001,0.001,0.11751811,0.07271330000000001,0.4378112,0.051809385,,,,,,,,,,,,,,,,,,,,,-1.2482284,0.049774554000000006,-1.1578723,-1.3872904,-0.3624199694093299,0.5403174065240616,0.0,-1.700411856174469,0.013862891292468094,0.4876244819162746,1.041006548056394,-0.9983152529359643
33,480.0,0.0,8118.0,33.0,50.0,1650.0,0.1,-50.0,-50.0,1.0,,,,0.19137688863556832,0.09264749882242056,0.3362103467807174,0.008816669695079327,0.001,0.0,0.001,0.001,0.08019979,0.040976286,0.25115013,0.035458725,,,,,,,,,,,,,,,,,,,,,-0.8661878000000001,0.09667376400000001,-0.7232147,-1.2020737,-0.3657300935440656,0.5579726314432228,0.0,-1.719898343086243,0.11042071452669433,0.4901415695661424,1.4144135221585847,-0.9717181627198471
34,520.0,0.0,8364.0,34.0,50.0,1700.0,0.1,-50.0,-50.0,1.0,,,,0.14032599691418,0.07289050457911596,0.25348838861100376,0.0069196620024740705,0.001,0.0,0.001,0.001,0.06585299,0.018855724,0.119114615,0.033312228,,,,,,,,,,,,,,,,,,,,,-1.4874749,0.042831443,-1.4184471,-1.5973585,-0.35773878513617097,0.5631049819433455,0.0,-1.795219361782074,0.20867831708567086,0.5544481406492158,1.1020760054985876,-0.95525920492868
35,560.0,0.0,8610.0,35.0,50.0,1750.0,0.1,-50.0,-50.0,0.0,,,,0.1500847492541652,0.08162101922326248,0.2772113985847682,0.004432820715010165,0.001,0.0,0.001,0.001,0.08205402,0.025126198,0.14729461,0.031587325,,,,,,,,,,,,,,,,,,,,,-2.3257418,0.07387614,-2.2056746,-2.472341,-0.3784672262925873,0.5796408135245009,0.0,-1.8495028018951416,-0.15525704094331766,0.5232561333883518,0.9951781702693004,-1.2828818666250594
36,600.0,0.0,8856.0,36.0,50.0,1800.0,0.1,-50.0,-50.0,1.0,,,,0.15501052342006005,0.07517203299941122,0.2656032964587212,0.010413630865514278,0.001,0.0,0.001,0.001,0.09348415,0.032750096,0.18163283,0.05015063,,,,,,,,,,,,,,,,,,,,,-1.2939531000000002,0.061029784000000004,-1.1814185,-1.4242415000000002,-0.3824305893936096,0.5829066426627869,0.0,-1.8096691370010376,-0.3704836261897027,0.5815116154144842,0.9838638330228356,-1.3163147892606195
37,640.0,0.0,9102.0,37.0,50.0,1850.0,0.1,-50.0,-50.0,1.0,,,,0.11645792659255674,0.05683883895251561,0.20885437401011586,0.007865513674914837,0.001,0.0,0.001,0.001,0.08199282,0.03705878,0.20219535,0.0385681,,,,,,,,,,,,,,,,,,,,,-1.8722056,0.046473444,-1.7772921000000002,-1.9877499,-0.38993943988941104,0.5933206659479902,0.0,-1.882220447063446,-0.08065737582666864,0.4417497492123539,1.0134263578944789,-0.9781908458983116
38,680.0,0.0,9348.0,38.0,50.0,1900.0,0.1,-50.0,-50.0,1.0,,,,0.0893149895244278,0.05113796008746378,0.17529497109353542,0.0049937982112169274,0.001,0.0,0.001,0.001,0.081634805,0.029031802000000002,0.17900102,0.04152888,,,,,,,,,,,,,,,,,,,,,-0.6263288,0.08037242,-0.47438192,-0.8225355999999999,-0.3996276715096713,0.6014931380992816,0.0,-1.8637051582336424,-0.06093668201533545,0.3967136702295527,0.9826763865357732,-0.9643388172055294
39,720.0,0.0,9594.0,39.0,50.0,1950.0,0.1,-50.0,-50.0,1.0,,,,0.10379626195062884,0.05382736011066999,0.18671186070423573,0.010439049452543259,0.001,0.0,0.001,0.001,0.09441783,0.03098179,0.18169321,0.054791015,,,,,,,,,,,,,,,,,,,,,-1.2664456,0.053405802999999995,-1.2051988999999999,-1.424016,-0.4122971789688336,0.619732737025089,0.0,-1.925160109996796,-0.007776766868728373,0.4176690794021704,0.9874786116599212,-0.9721562290877112
40,760.0,0.0,9840.0,40.0,50.0,2000.0,0.1,-50.0,-50.0,0.0,,,,0.07135976212157402,0.040083271174825484,0.13470408983994275,0.00255097053013742,0.001,0.0,0.001,0.001,0.08165707,0.022786643,0.12998379999999998,0.034936536000000004,,,,,,,,,,,,,,,,,,,,,-1.6687038,0.027545124,-1.6221101,-1.7544369,-0.4177275538788193,0.6334838385369458,0.0,-1.93982195854187,-0.11561028109245525,0.36893070546480106,0.9373328208582636,-0.9841570667967644
41,800.0,0.0,10086.0,41.0,50.0,2050.0,0.1,-50.0,-50.0,1.0,,,,0.07505912993219681,0.03810255002844549,0.13482970860786736,0.0020433941390365358,0.001,0.0,0.001,0.001,0.09197905,0.038288604,0.20729282,0.037029844,,,,,,,,,,,,,,,,,,,,,-1.5641873,0.11765849,-1.3771977,-1.9344597,-0.4174096796945207,0.6430679938128147,0.0,-2.0106772184371953,0.1574417289404505,0.6385251733568061,1.3790442796292108,-1.2596749013838429
42,840.0,0.0,10332.0,42.0,50.0,2100.0,0.1,-50.0,-50.0,1.0,,,,0.07557051377953031,0.036879128439004885,0.13455913844518366,0.006215507164597511,0.001,0.0,0.001,0.001,0.08337923,0.028240817,0.17512462,0.03742363,,,,,,,,,,,,,,,,,,,,,-1.9230345000000002,0.043577183,-1.8542712,-2.0354443,-0.4207228893292573,0.6629786528317818,0.0,-2.0181576013565063,-0.025874656746672445,0.4252214694943779,0.9945143746799172,-0.9812779000088988
43,880.0,0.0,10578.0,43.0,50.0,2150.0,0.1,-50.0,-50.0,1.0,,,,0.05162353618434281,0.028015300096078024,0.09670334475231357,0.0020561022683978076,0.001,0.0,0.001,0.001,0.06596316,0.022370301000000002,0.14483649,0.024722064,,,,,,,,,,,,,,,,,,,,,-0.6703121,0.13669163,-0.48284483,-1.1401993000000001,-0.4291247025753762,0.6670464376321356,0.0,-2.0590037107467647,0.2419269264002939,0.42747867601059536,1.2879322466261405,-1.213767158754675
44,920.0,0.0,10824.0,44.0,50.0,2200.0,0.1,-50.0,-50.0,1.0,,,,0.0713643204595428,0.035555301261681084,0.12650162645149976,0.005876925773918629,0.001,0.0,0.001,0.001,0.073775,0.026738519,0.15161113,0.02768332,,,,,,,,,,,,,,,,,,,,,-0.13837455,0.062832385,-0.06594345,-0.32347786,-0.43498176257340015,0.6845840838310392,0.0,-2.105385184288025,-0.011671339482232722,0.3928810924177107,1.1639166832056052,-1.1811665862263463
45,960.0,0.0,11070.0,45.0,50.0,2250.0,0.1,-50.0,-50.0,0.0,,,,0.10972594715713058,0.057026183895784274,0.19707208534237,0.005046249367296696,0.001,0.0,0.001,0.001,0.08173047,0.024634797000000003,0.14736901,0.039478194,,,,,,,,,,,,,,,,,,,,,-1.2268809999999999,0.05540302,-1.0975763,-1.342443,-0.461398136031335,0.705601600402693,0.0,-2.151366233825684,-0.06920121216381968,0.4950436657162504,1.1170114484362543,-1.1321877408824756
46,1000.0,0.0,11316.0,46.0,50.0,2300.0,0.1,-50.0,-50.0,1.0,,,,0.07630082865944132,0.03968948303041221,0.13416697550565004,0.004438354633748531,0.001,0.0,0.001,0.001,0.08973593,0.027594922,0.16129819,0.04485876,,,,,,,,,,,,,,,,,,,,,-1.145564,0.086121395,-1.02459,-1.4586196000000002,-0.4713588125950754,0.7145213054534184,0.0,-2.1705822944641118,-0.08305825327943893,0.4471991349830972,0.9979453245014488,-1.0667001761278796
47,1040.0,0.0,11562.0,47.0,50.0,2350.0,0.1,-50.0,-50.0,1.0,,,,0.06471424076298718,0.03735740919913103,0.1223029758548364,0.0022825049236416817,0.001,0.0,0.001,0.001,0.081232354,0.02272222,0.1480038,0.039012607000000005,,,,,,,,,,,,,,,,,,,,,-1.4319501000000001,0.042745825,-1.3664439,-1.6100476000000001,-0.4893154321613583,0.7289681302787877,0.0,-2.25147557258606,0.08472149172473042,0.42412943386126706,0.9352452200194212,-0.9629348236937084
48,1080.0,0.0,11808.0,48.0,50.0,2400.0,0.1,-50.0,-50.0,1.0,,,,0.06203980723803398,0.03074307994003086,0.11094172537559643,0.003244541119784117,0.001,0.0,0.001,0.001,0.079265505,0.030049955,0.17024925,0.033027448,,,,,,,,,,,,,,,,,,,,,-2.0850463,0.04480402,-2.0093113999999996,-2.1983836,-0.4678935686111686,0.7226143938044871,0.0,-2.2931129932403564,0.2706177850141716,0.4914423200510502,1.114187870458443,-0.9858777256839162
49,1120.0,0.0,12054.0,49.0,50.0,2450.0,0.1,-50.0,-50.0,1.0,,,,0.04802210399939213,0.023161697707331303,0.08406875911168754,0.003014157526195049,0.001,0.0,0.001,0.001,0.07078775,0.022321504,0.116230845,0.032659403999999996,,,,,,,,,,,,,,,,,,,,,-1.2385089,0.11518833,-0.9527667999999999,-1.5553615,-0.4999487063806186,0.7423383748103892,0.0,-2.3318356275558467,0.4736552221396005,0.5954110165412573,1.4807507014953014,-1.286263731262577
50,1160.0,0.0,12300.0,50.0,50.0,2500.0,0.1,-50.0,-50.0,0.0,,,,0.038047233696852346,0.02016848584502035,0.0746179818524979,0.0018000683048740032,0.001,0.0,0.001,0.001,0.06395478,0.023632202,0.13194473,0.03074089,,,,,,,,,,,,,,,,,,,,,-1.4379316999999998,0.04418941,-1.3744792,-1.5575639,-0.5038117555101348,0.7657878666155158,0.0,-2.3828781843185425,0.07189779864067428,0.5494799092121776,1.0593838686063108,-0.9862380139561128
51,1200.0,0.0,12546.0,51.0,50.0,2550.0,0.1,-50.0,-50.0,1.0,,,,0.049128539043886116,0.027330431175165145,0.09348292968934402,0.0021916567347943787,0.001,0.0,0.001,0.001,0.083784014,0.03264645,0.15897276,0.03637661,,,,,,,,,,,,,,,,,,,,,-1.8278129,0.1296171,-1.6425078000000002,-2.1024315,-0.523473072364602,0.7792920195072537,0.0,-2.421981811523437,-0.2235893528662584,0.5797508940474841,1.3333550651471024,-1.3089701346615263
52,1240.0,0.0,12792.0,52.0,50.0,2600.0,0.1,-50.0,-50.0,1.0,,,,0.04280415878165513,0.02254680974874718,0.07719771540723741,0.0020052199251949787,0.001,0.0,0.001,0.001,0.06571416599999999,0.025024166,0.118905865,0.023718836,,,,,,,,,,,,,,,,,,,,,-2.1824906000000004,0.0608345,-2.054977,-2.3274527000000003,-0.5410868488244148,0.7918735727298685,0.0,-2.452268123626709,0.2490413773084252,0.5077687206804271,1.1054518329523055,-1.0361159473715036
53,1280.0,0.0,13038.0,53.0,50.0,2650.0,0.1,-50.0,-50.0,1.0,,,,0.038925296292291016,0.02229794535925128,0.07724792370572686,0.0020542936399579052,0.001,0.0,0.001,0.001,0.08286129,0.025623595,0.13518111,0.032136798,,,,,,,,,,,,,,,,,,,,,-1.4251724,0.107099496,-1.3069848,-1.7512826000000001,-0.5470315115441252,0.8031943695285975,0.0,-2.491538047790528,-0.1782733290780736,0.5370616564005122,1.2975252657943523,-1.2255633231237548
54,1320.0,0.0,13284.0,54.0,50.0,2700.0,0.1,-50.0,-50.0,1.0,,,,0.044995354238199066,0.02547248597026905,0.08726769557688385,0.002443115692585707,0.001,0.0,0.001,0.001,0.06791476,0.026985606000000002,0.161912,0.036540076,,,,,,,,,,,,,,,,,,,,,-2.2983198,0.08095003,-2.1190947999999996,-2.4680772,-0.5412300008247257,0.8183380573168594,0.0,-2.5452238321304317,0.008247511472270612,0.4593426219814288,1.0341433592266782,-0.9862928224261788
55,1360.0,0.0,13530.0,55.0,50.0,2750.0,0.1,-50.0,-50.0,0.0,,,,0.0399247640685644,0.02181868031207539,0.07780261489097029,0.0032242683228105307,0.001,0.0,0.001,0.001,0.07521969,0.03134972,0.15019144,0.02267772,,,,,,,,,,,,,,,,,,,,,-2.1302288,0.049535014,-2.0544572,-2.260426,-0.5337217328970901,0.8428244352680447,0.0,-2.5544891357421875,0.07951803858934495,0.4381437892305468,1.1932922488503068,-0.9394231809429116
56,1400.0,0.0,13776.0,56.0,50.0,2800.0,0.1,-50.0,-50.0,1.0,,,,0.046108453613123865,0.025872105678616728,0.08859055204084143,0.002503335475921631,0.001,0.0,0.001,0.001,0.11152625,0.04014173,0.2264556,0.047229845,,,,,,,,,,,,,,,,,,,,,-2.2922585,0.14062095,-1.9007238999999998,-2.5913217,-0.5162882639847124,0.8478575756786878,0.0,-2.5709856748580933,-0.2018767134627712,0.6597369457935149,1.2718600782923817,-1.6396216367724703
57,1440.0,0.0,14022.0,57.0,50.0,2850.0,0.1,-50.0,-50.0,1.0,,,,0.04986516382778063,0.026920039944047028,0.09626389492768794,0.0042733000591397285,0.001,0.0,0.001,0.001,0.08610179,0.027366064,0.15468659,0.0404292,,,,,,,,,,,,,,,,,,,,,-2.0497494,0.070820175,-1.9263861,-2.2045698,-0.5261783553015295,0.8773265851064103,0.0,-2.668843388557434,0.030601820125286193,0.5080470537067321,1.0734730987058776,-1.083013074082567
58,1480.0,0.0,14268.0,58.0,50.0,2900.0,0.1,-50.0,-50.0,1.0,,,,0.051825547187763735,0.027431863891077064,0.09162213053787127,0.005415081046521664,0.001,0.0,0.001,0.001,0.09102872,0.025574751,0.15567893,0.03662493,,,,,,,,,,,,,,,,,,,,,-1.9275208,0.116599336,-1.7733307,-2.3479466,-0.5246494861489802,0.8854243618014896,0.0,-2.713115096092224,0.14528106634443638,0.6751985797929644,1.3345887949933677,-1.3571202255755457
59,1520.0,0.0,14514.0,59.0,50.0,2950.0,0.1,-50.0,-50.0,1.0,,,,0.058716053099487915,0.03509156930904877,0.11534917925018814,0.0024363964330405,0.001,0.0,0.001,0.001,0.09517286,0.033593073,0.16363533,0.04164998,,,,,,,,,,,,,,,,,,,,,-2.3974564,0.026972847,-2.3356156,-2.452326,-0.5364509290186185,0.9033289470799436,0.0,-2.7756723165512085,-0.02955053310741277,0.472452597683964,0.9932344464952748,-0.9848294428985244
60,1560.0,0.0,14760.0,60.0,50.0,3000.0,0.1,-50.0,-50.0,0.0,,,,0.05499494438699912,0.024757394324927892,0.09349547611782327,0.003316910471767187,0.001,0.0,0.001,0.001,0.08885227,0.044300757,0.21224691,0.025061496000000003,,,,,,,,,,,,,,,,,,,,,-2.8448648,0.065884426,-2.6941439999999997,-2.9573934,-0.5592373155156665,0.9294942297726416,0.0,-2.813259482383728,0.08815469596952008,0.491561542945462,1.190220327053927,-1.0026824925456952
61,1600.0,0.0,15006.0,61.0,50.0,3050.0,0.1,-50.0,-50.0,1.0,,,,0.03918310329318046,0.024298505149643195,0.08268228627275677,0.0011739535257220268,0.001,0.0,0.001,0.001,0.08966563,0.034085546,0.16671161,0.037525762000000004,,,,,,,,,,,,,,,,,,,,,-2.265454,0.060960427000000005,-2.1781792999999996,-2.4519917999999996,-0.5699218140304936,0.9451449293428628,0.0,-2.8863443136215214,0.32307405107513426,0.613038017666291,1.5997831566605214,-1.0123672758762277
62,1640.0,0.0,15252.0,62.0,50.0,3100.0,0.1,-50.0,-50.0,1.0,,,,0.05051344824314583,0.02812660151896932,0.09716673562070356,0.003046929836273193,0.001,0.0,0.001,0.001,0.10169761,0.04566548,0.22516894,0.03608195,,,,,,,,,,,,,,,,,,,,,-2.5282671000000003,0.034660067,-2.4285526,-2.5942311,-0.5726573251645595,0.9597523293820964,0.0,-2.9144235849380493,-0.060414584630550126,0.5282733677472241,1.04673679753642,-1.287474351615608
63,1680.0,0.0,15498.0,63.0,50.0,3150.0,0.1,-50.0,-50.0,1.0,,,,0.04810508199443575,0.025522954052536673,0.08942918793763965,0.0011948167812079193,0.001,0.0,0.001,0.001,0.09462681,0.039619926,0.21800224,0.04938544,,,,,,,,,,,,,,,,,,,,,-2.6657014,0.03431122,-2.602671,-2.777062,-0.5959374279698556,0.9824188222686976,0.0,-2.9427502155303955,0.15287990611941474,0.4088980618854329,0.970403900168736,-0.9114926664158584
64,1720.0,0.0,15744.0,64.0,50.0,3200.0,0.1,-50.0,-50.0,1.0,,,,0.047785563916841065,0.02629037363792662,0.08711764012696221,0.0011413146276026964,0.001,0.0,0.001,0.001,0.08473206,0.025034266,0.15224963,0.045998435,,,,,,,,,,,,,,,,,,,,,-1.8588648,0.10541612,-1.6668521,-2.1617126,-0.5870643712287287,0.9920713868702172,0.0,-2.9978299140930176,0.17946223152927865,0.5968602304246966,1.300962593900699,-1.102733502699809
65,1760.0,0.0,15990.0,65.0,50.0,3250.0,0.1,-50.0,-50.0,0.0,,,,0.049852479170658624,0.029362034977227613,0.0962968027452007,0.003685449482873082,0.001,0.0,0.001,0.001,0.111849986,0.053035084,0.31757340000000006,0.035484206000000004,,,,,,,,,,,,,,,,,,,,,-2.3397502999999995,0.09309798,-2.176142,-2.561363,-0.5861385652013322,0.9988737004220328,0.0,-3.052037239074707,-0.4022311482781356,0.5318706438459881,0.9926263769381868,-1.4187762774509387
66,1800.0,0.0,16236.0,66.0,50.0,3300.0,0.1,-50.0,-50.0,1.0,,,,0.03417624993453501,0.020067781198095717,0.06950516579672694,0.001971790799871087,0.001,0.0,0.001,0.001,0.08150338,0.034397908,0.16484275,0.032650206,,,,,,,,,,,,,,,,,,,,,-2.3386905,0.032725945,-2.2575027999999997,-2.4169166,-0.5935157330460871,1.0159368649190534,0.0,-3.092491626739502,-0.17473787318538658,0.5466852975008739,0.993772002959304,-1.2832681544461564
67,1840.0,0.0,16482.0,67.0,50.0,3350.0,0.1,-50.0,-50.0,1.0,,,,0.039975926741317384,0.020795692897940338,0.07541394588770345,0.0018182587809860704,0.001,0.0,0.001,0.001,0.098715015,0.03473096,0.1685958,0.03365519,,,,,,,,,,,,,,,,,,,,,-2.167733,0.14336339,-1.9682143,-2.5594661,-0.6128533693882152,1.0407624950161969,0.0,-3.159307718276977,-0.0006997633946482563,0.6263593280166939,1.2277709521874507,-1.1680844009213702
68,1880.0,0.0,16728.0,68.0,50.0,3400.0,0.1,-50.0,-50.0,1.0,,,,0.039513950863329234,0.01961655112774049,0.07177188916830346,0.0018962994217872622,0.001,0.0,0.001,0.001,0.0868219,0.037876848,0.19574416,0.028616317000000002,,,,,,,,,,,,,,,,,,,,,-2.8264196,0.046936452000000004,-2.739029,-2.9147849999999997,-0.6349983269859387,1.067362593149278,0.0,-3.2006108760833736,0.018441495706232863,0.5744483712472748,1.3388866301868116,-1.1370648871161502
69,1920.0,0.0,16974.0,69.0,50.0,3450.0,0.1,-50.0,-50.0,1.0,,,,0.0379403315790114,0.02385535010603364,0.08257675630738959,0.0014468401204794645,0.001,0.0,0.001,0.001,0.096502565,0.04081419,0.22077867,0.03317959,,,,,,,,,,,,,,,,,,,,,-2.9443639999999998,0.074864,-2.8068507,-3.1078384,-0.6087990389202294,1.0586010818458949,0.0,-3.2446277141571045,0.18808918665710986,0.4249047017406801,1.0211752134966197,-0.8440477935136792
70,1960.0,0.0,17220.0,70.0,50.0,3500.0,0.1,-50.0,-50.0,0.0,,,,0.05848262933868682,0.030143686074133213,0.10261035111034288,0.006821522954851389,0.001,0.0,0.001,0.001,0.09357236,0.03287895,0.19996208,0.031086294,,,,,,,,,,,,,,,,,,,,,-1.5162023999999998,0.23557048,-1.1315122,-1.9251395,-0.6121347252231081,1.0736037092296178,0.0,-3.2603988647460938,-0.19930932261905,0.4818333191986842,1.0170901835610122,-1.3668296130593245
71,2000.0,0.0,17466.0,71.0,50.0,3550.0,0.1,-50.0,-50.0,1.0,,,,0.04311944005894475,0.023947594109300942,0.082401959807612,0.002799279056489468,0.001,0.0,0.001,0.001,0.11980216,0.03766505,0.1867405,0.03834059,,,,,,,,,,,,,,,,,,,,,-2.0997322,0.07245222,-2.016483,-2.372739,-0.6270953833642745,1.0956901070553438,0.0,-3.3128588199615483,0.2408133764730647,0.4012867180640677,1.0739707958591744,-0.9267417455107296
72,2040.0,0.0,17712.0,72.0,50.0,3600.0,0.1,-50.0,-50.0,1.0,,,,0.03550615733547602,0.020245986788002115,0.0677998272003606,0.0011700355680659411,0.001,0.0,0.001,0.001,0.08411922,0.038151372,0.20199716,0.04136344,,,,,,,,,,,,,,,,,,,,,-2.9621122000000004,0.07979146,-2.7770727,-3.111885,-0.648565253398562,1.1214020328636454,0.0,-3.363142251968384,-0.00654923950419804,0.4542088660316699,0.9460837324843354,-0.9875903206539268
73,2080.0,0.0,17958.0,73.0,50.0,3650.0,0.1,-50.0,-50.0,1.0,,,,0.03880293880647514,0.02086698199637636,0.07285459287231788,0.002293393015861511,0.001,0.0,0.001,0.001,0.08785646,0.039722677000000005,0.22345662,0.032347776,,,,,,,,,,,,,,,,,,,,,-2.2260763999999997,0.143059,-1.9764099,-2.5905788,-0.6339833021616819,1.1200550467545445,0.0,-3.3700621128082275,-0.12094349014657893,0.5715681351985512,1.2962891716957516,-1.3540381077623425
74,2120.0,0.0,18204.0,74.0,50.0,3700.0,0.1,-50.0,-50.0,1.0,,,,0.04561444074352039,0.023343011438325137,0.08289851172594354,0.0017792382277548313,0.001,0.0,0.001,0.001,0.12074606,0.041314326,0.20804101,0.030701889,,,,,,,,,,,,,,,,,,,,,-2.3530817,0.10431862,-2.1435928,-2.6163279999999998,-0.6609312326368602,1.1492168707667825,0.0,-3.447853803634644,0.03538047988621712,0.593675156809013,1.081151911530981,-1.2968775465788411
75,2160.0,0.0,18450.0,75.0,50.0,3750.0,0.1,-50.0,-50.0,0.0,,,,0.03933440755936317,0.01868562179911056,0.06524408987024799,0.0012775456998497248,0.001,0.0,0.001,0.001,0.08166779,0.035997134,0.18717843,0.029380295,,,,,,,,,,,,,,,,,,,,,-2.5343013,0.16829883,-2.2819849999999997,-2.8414514,-0.6725489381413359,1.1679556273807463,0.0,-3.4908719062805176,-0.1380490207121453,0.5727981448692674,1.346482125402143,-1.2979658288017195
76,2200.0,0.0,18696.0,76.0,50.0,3800.0,0.1,-50.0,-50.0,1.0,,,,0.02561840764101362,0.015984870330742897,0.06347563565941527,0.0007511506555601954,0.001,0.0,0.001,0.001,0.083713025,0.04457553,0.24488779999999996,0.03070532,,,,,,,,,,,,,,,,,,,,,-3.4297980000000003,0.021994742999999997,-3.3916587999999996,-3.4973433,-0.6821150256792413,1.1860307360181803,0.0,-3.5416562557220463,0.02631526397789861,0.4860682494076755,0.9754032726237566,-1.1720881576999167
77,2240.0,0.0,18942.0,77.0,50.0,3850.0,0.1,-50.0,-50.0,1.0,,,,0.038224645459558816,0.0216245441829972,0.07460210239514709,0.0012841796269640324,0.001,0.0,0.001,0.001,0.104451284,0.04659021,0.23540662,0.044145208,,,,,,,,,,,,,,,,,,,,,-3.64534,0.058442667000000004,-3.4842982000000005,-3.7673377999999995,-0.6943444234457086,1.1990765244399846,0.0,-3.566230297088623,-0.05295046106527899,0.4224631376101941,1.3804699484921563,-0.9410811139638346
78,2280.0,0.0,19188.0,78.0,50.0,3900.0,0.1,-50.0,-50.0,1.0,,,,0.040911764904740265,0.025453764073082287,0.0811686513479799,0.0013556941412389278,0.001,0.0,0.001,0.001,0.08446224,0.038132515,0.17438632,0.035552055,,,,,,,,,,,,,,,,,,,,,-2.9884348,0.042686187,-2.8920965,-3.0777354,-0.6706835956860631,1.193125024936428,0.0,-3.6634252071380615,-0.1870634302043653,0.5997702465171642,1.082125517345025,-1.3522050669898154
79,2320.0,0.0,19434.0,79.0,50.0,3950.0,0.1,-50.0,-50.0,1.0,,,,0.06213726126297842,0.033942406798151456,0.1197820509551093,0.006354198791086675,0.001,0.0,0.001,0.001,0.13301238,0.052764867,0.26608974,0.04686143,,,,,,,,,,,,,,,,,,,,,-0.574507,0.18679735,-0.38704187,-1.2564212,-0.6988491763422735,1.2136115890119927,0.0,-3.704044103622437,-0.22082392341599646,0.5145381187812502,0.9997120128444336,-1.1774174924858016
80,2360.0,0.0,19680.0,80.0,50.0,4000.0,0.1,-50.0,-50.0,0.0,,,,0.09293250525079202,0.04577726843861063,0.1605194373987615,0.010191290639340878,0.001,0.0,0.001,0.001,0.20608158,0.08533906,0.3957009,0.0694568,,,,,,,,,,,,,,,,,,,,,-2.5679336,0.1916129,-2.4019306,-3.035803,-0.7344236815996907,1.2453483567093429,0.0,-3.800586700439453,0.383527955784738,0.5828394121044935,1.3355923334112774,-1.156289438373314
81,2400.0,0.0,19926.0,81.0,50.0,4050.0,0.1,-50.0,-50.0,1.0,,,,0.04563862906070426,0.022040000252643015,0.08139036339707673,0.003077873028814793,0.001,0.0,0.001,0.001,0.117127955,0.048939265,0.24436750000000002,0.045152985,,,,,,,,,,,,,,,,,,,,,-3.471824,0.04856231,-3.377388,-3.5758921999999997,-0.6988031449246691,1.238378993799667,0.0,-3.8472776412963863,-0.010847435789002078,0.5026670571715683,1.2187685724146815,-1.0662130981687037
82,2440.0,0.0,20172.0,82.0,50.0,4100.0,0.1,-50.0,-50.0,1.0,,,,0.03438536925968947,0.019476928646454797,0.06838964484632015,0.00243005994707346,0.001,0.0,0.001,0.001,0.11219942599999999,0.045519712999999996,0.2064766,0.03247206,,,,,,,,,,,,,,,,,,,,,-3.234706,0.050370785999999994,-3.1416513999999998,-3.3917851000000003,-0.7196694373878824,1.2610135954231756,0.0,-3.8677899837493896,-0.04963279107368486,0.3988442279371155,0.948187816163018,-0.9196906343449468
83,2480.0,0.0,20418.0,83.0,50.0,4150.0,0.1,-50.0,-50.0,1.0,,,,0.03709288154350361,0.02255367622511196,0.07989366474794224,0.0019400150049477816,0.001,0.0,0.001,0.001,0.10847658,0.04404208,0.19662811,0.022253243,,,,,,,,,,,,,,,,,,,,,-0.7908473000000001,0.17698370000000002,-0.48175055,-1.3190031999999998,-0.7443236161872125,1.289346065669335,0.0,-3.884979724884033,-0.10364089031043568,0.4975446661022417,0.9689411154798222,-1.29147860303282
84,2520.0,0.0,20664.0,84.0,50.0,4200.0,0.1,-50.0,-50.0,1.0,,,,0.038426636123040224,0.01945518127956069,0.06988293444737792,0.0017246841453015804,0.001,0.0,0.001,0.001,0.09462438,0.039405935,0.2402212,0.039910033,,,,,,,,,,,,,,,,,,,,,-1.8083705,0.1390235,-1.3968596000000002,-2.0180452,-0.7124905047670177,1.2737152759420072,0.0,-3.9637432098388667,0.04107791988008317,0.5615893958604671,1.3299814210626446,-1.0792351658195094
85,2560.0,0.0,20910.0,85.0,50.0,4250.0,0.1,-50.0,-50.0,0.0,,,,0.0394313169963425,0.02149090023819291,0.07504361157771201,0.0015590061666443946,0.001,0.0,0.001,0.001,0.10269238,0.040687446,0.21179733,0.044246383,,,,,,,,,,,,,,,,,,,,,-2.8078787,0.08997471,-2.6649802000000005,-3.024179,-0.7382381754413231,1.2947825530154973,0.0,-3.978452205657959,0.11079057888802787,0.4579350339299277,1.1524325213430076,-0.9837401429332852
86,2600.0,0.0,21156.0,86.0,50.0,4300.0,0.1,-50.0,-50.0,1.0,,,,0.043355897802393885,0.024725339383763274,0.0839272111770697,0.001986142247915268,0.001,0.0,0.001,0.001,0.10151516,0.04412643,0.20852129,0.04108615,,,,,,,,,,,,,,,,,,,,,-3.2432293999999997,0.06138433,-3.1298453999999998,-3.346261,-0.7537393685449947,1.3224556078556151,0.0,-4.03871750831604,0.06238846280739273,0.4667679982490919,1.0987465493114694,-1.1570789578549647
87,2640.0,0.0,21402.0,87.0,50.0,4350.0,0.1,-50.0,-50.0,1.0,,,,0.06307299584441353,0.0315348115983451,0.11505515140015632,0.0026710256934165955,0.001,0.0,0.001,0.001,0.19679682,0.07649997,0.35937402,0.049499426,,,,,,,,,,,,,,,,,,,,,-3.5835845,0.09280304,-3.447986,-3.8026495000000002,-0.7792402746029559,1.361468230007146,0.0,-4.080225467681885,0.06718942012337688,0.4234480232076138,0.9912885710838404,-0.7904106578848269
88,2680.0,0.0,21648.0,88.0,50.0,4400.0,0.1,-50.0,-50.0,1.0,,,,0.058843083315878175,0.028498588938799856,0.10110245202668013,0.00496020307764411,0.001,0.0,0.001,0.001,0.12807176,0.06648611,0.31185925,0.038749713,,,,,,,,,,,,,,,,,,,,,-2.5061707,0.29180485,-2.100186,-3.2766283,-0.7712848938793859,1.363605952140268,0.0,-4.094587564468384,0.1910779466703156,0.7321043063217055,1.308433028849792,-1.3672405091695623
89,2720.0,0.0,21894.0,89.0,50.0,4450.0,0.1,-50.0,-50.0,1.0,,,,0.041391755978111185,0.024277260671837816,0.08227068313863127,0.0012749462621286511,0.001,0.0,0.001,0.001,0.12272632,0.059453856,0.28762722,0.04387551,,,,,,,,,,,,,,,,,,,,,-3.1483605,0.067974865,-3.036569,-3.3135288,-0.7568261981134325,1.3686158252359863,0.0,-4.1011245250701895,0.06912585234678964,0.4891047455298608,1.2360163199436895,-0.9988143813512556
90,2760.0,0.0,22140.0,90.0,50.0,4500.0,0.1,-50.0,-50.0,0.0,,,,0.04012952853809111,0.024622138700145714,0.09067747747758403,0.0024291626177728176,0.001,0.0,0.001,0.001,0.11035683,0.039767504,0.20589922,0.045931134000000005,,,,,,,,,,,,,,,,,,,,,-2.326602,0.28392842,-1.8431137999999998,-2.8620023999999997,-0.7662775363906674,1.3832123046872091,0.0,-4.200354814529419,0.046488790565664566,0.6517306629016264,1.44671992521042,-1.279579169550426
91,2800.0,0.0,22386.0,91.0,50.0,4550.0,0.1,-47.0,-47.0,1.0,,,,0.06356012776959688,0.038694187859671256,0.1371834083693102,0.002530272817239165,0.001,0.0,0.001,0.001,0.17342459,0.06523937,0.36042136,0.073072076,,,,,,,,,,,,,,,,,,,,,-3.7732987000000002,0.52658266,-2.7816465,-4.712453400000001,-0.8020426324936114,1.419549239670736,0.0,-4.2359421253204355,0.225148802647112,0.7794998648372388,1.5228217272732698,-1.3292795443950058
92,2840.0,0.0,22632.0,92.0,50.0,4600.0,0.1,-50.0,-50.0,1.0,,,,0.34966510571539394,0.1693425690602181,0.5853163739666343,0.019654905423522,0.001,0.0,0.001,0.001,0.40948520000000005,0.22007845,1.2061877,0.14588876,,,,,,,,,,,,,,,,,,,,,-3.948614,0.26150832,-3.5439322,-4.427991400000001,-0.82115773457254,1.4532365777733118,0.0,-5.674289226531982,0.14201674296541664,0.6267377368133737,1.2447077777333684,-1.2163466168856938
93,2880.0,0.0,22878.0,93.0,50.0,4650.0,0.1,-50.0,-50.0,1.0,,,,0.13279733177041636,0.06350123285287994,0.22595374449156225,0.008285189978778362,0.001,0.0,0.001,0.001,0.2257771,0.09722394,0.49765438,0.07987807,,,,,,,,,,,,,,,,,,,,,-2.6270599999999997,0.06739234,-2.5028303,-2.7966347000000003,-0.8232808110209641,1.4693468030255536,0.0,-5.67413330078125,-0.14344454734138026,0.6827189987751126,1.3588258123929695,-1.3247580171503557
94,2920.0,0.0,23124.0,94.0,50.0,4700.0,0.1,-50.0,-50.0,1.0,,,,0.10103935176157393,0.05489023646612449,0.19262327055912465,0.005590222775936128,0.001,0.0,0.001,0.001,0.24251807,0.10471682,0.519762,0.09486716,,,,,,,,,,,,,,,,,,,,,-3.275798,0.10713044599999999,-3.1139312,-3.5164157999999994,-0.8682475767937111,1.5109779607635092,0.0,-5.629960536956787,-0.1032740539349317,0.5778127443538462,1.2599413018303236,-1.2369521590827588
95,2960.0,0.0,23370.0,95.0,50.0,4750.0,0.1,-50.0,-50.0,0.0,,,,0.07195256956911181,0.04121390959133482,0.13922054471913725,0.0014949425822123885,0.001,0.0,0.001,0.001,0.20766497,0.112183824,0.5225482,0.07220254,,,,,,,,,,,,,,,,,,,,,-3.6441586000000004,0.035431735,-3.5855087999999995,-3.7928812999999995,-0.8300258265824301,1.4922347150859487,0.0,-5.601123332977295,-0.03645004676142076,0.4276204262681485,0.9828536498981716,-1.0528611869849356
96,3000.0,0.0,23616.0,96.0,50.0,4800.0,0.1,-50.0,-50.0,1.0,,,,0.07586814901151229,0.04612059528941634,0.15156214882154018,0.0043625193648040295,0.001,0.0,0.001,0.001,0.17344701,0.06228491,0.28241122,0.062103032999999995,,,,,,,,,,,,,,,,,,,,,-3.334275,0.08677421,-3.2434907,-3.5936797,-0.8203374521027913,1.4969009960823818,0.0,-5.567760467529297,0.05729164438739676,0.663792577179952,1.3422271294195744,-1.1408464586291738
97,3040.0,0.0,23862.0,97.0,50.0,4850.0,0.1,-50.0,-50.0,1.0,,,,0.07345638452097772,0.03807418739415247,0.13294854492414745,0.004472451284527779,0.001,0.0,0.001,0.001,0.17307703,0.074498415,0.31726712,0.042790413,,,,,,,,,,,,,,,,,,,,,-3.5022714,0.050113883,-3.3988836000000004,-3.6286642999999996,-0.8793097199740396,1.5400456637306932,0.0,-5.586844444274902,0.07301286795405143,0.5909283156454158,1.298243530779145,-1.0855413380052112
98,3080.0,0.0,24108.0,98.0,50.0,4900.0,0.1,-50.0,-50.0,1.0,,,,0.04597840922797332,0.024993501117078137,0.08669975801603869,0.0019023272907361386,0.001,0.0,0.001,0.001,0.1442906,0.07070259,0.4382571,0.04637419,,,,,,,,,,,,,,,,,,,,,-3.2881794,0.71172607,-1.909906,-4.215199500000001,-0.8836685081526603,1.5592343728117837,0.0,-5.49490213394165,0.02592068846147837,0.5762490218555172,1.097894892801787,-1.2222659896183203
99,3120.0,0.0,24354.0,99.0,50.0,4950.0,0.1,-50.0,-50.0,1.0,,,,0.1297212272475008,0.08084235776438482,0.2574363260064274,0.002940925536677241,0.001,0.0,0.001,0.001,0.22855249,0.09829615,0.59145594,0.09260148,,,,,,,,,,,,,,,,,,,,,-3.6068702000000004,0.037562408,-3.5224485,-3.7045654999999997,-0.8755990080163526,1.5585773967414374,0.0,-5.68126916885376,-0.07942220492308884,0.4958617473623602,1.187323748704323,-1.3038679103944462
100,3160.0,0.0,24600.0,100.0,50.0,5000.0,0.1,-50.0,-50.0,0.0,,,,0.10199674518662503,0.053054274226625606,0.18768032919615507,0.00662578735500574,0.001,0.0,0.001,0.001,0.15901020000000002,0.04927532,0.2573991,0.06467154,,,,,,,,,,,,,,,,,,,,,-1.5753794,0.32234466,-1.0736408000000002,-2.4131687000000004,-0.8679844816642917,1.5696155082512468,0.0,-5.713343620300293,-0.08405357438814391,0.6542240479258954,1.3591162624669808,-1.447120307748786
101,3200.0,0.0,24846.0,101.0,50.0,5050.0,0.1,-50.0,-50.0,1.0,,,,0.07343680738995317,0.04539525612640699,0.15313051803968847,0.002806280739605427,0.001,0.0,0.001,0.001,0.15178633,0.070391774,0.33727625,0.04732237,,,,,,,,,,,,,,,,,,,,,-2.2374240000000003,0.12643847,-1.9992238000000002,-2.6655095,-0.8961533449399373,1.6023839905946613,0.0,-5.826399326324463,0.2101006510769096,0.5862708865372175,1.4582936700193068,-1.0728265985559666
102,3240.0,0.0,25092.0,102.0,50.0,5100.0,0.1,-50.0,-50.0,1.0,,,,0.056834374577738336,0.033570898101221984,0.1189628808060661,0.0027693682350218296,0.001,0.0,0.001,0.001,0.1399876,0.07760346,0.42985648,0.040936038,,,,,,,,,,,,,,,,,,,,,-3.9788785000000004,0.073069856,-3.8576326,-4.14917,-0.8968217964127021,1.6135036490402694,0.0,-5.82114315032959,-0.18761299343725985,0.4473583904887779,1.0062438983265474,-1.2010024731390034
103,3280.0,0.0,25338.0,103.0,50.0,5150.0,0.1,-50.0,-50.0,1.0,,,,0.07678359546116552,0.043419697791444216,0.14853729656897485,0.003185698762536049,0.001,0.0,0.001,0.001,0.20208672,0.068821035,0.34256738,0.06857801,,,,,,,,,,,,,,,,,,,,,-4.4660892,0.025802082999999996,-4.4080763,-4.522748,-0.9123116404770636,1.6256406729516033,0.0,-5.854870796203612,0.02167521537096796,0.4089610690434959,0.9650651779333634,-0.998921667016826
104,3320.0,0.0,25584.0,104.0,50.0,5200.0,0.1,-50.0,-50.0,1.0,,,,0.07703316712868401,0.04417346591859929,0.14153867831919342,0.0013861006591469052,0.001,0.0,0.001,0.001,0.18684593,0.08323799,0.40053228,0.06740671,,,,,,,,,,,,,,,,,,,,,-4.226101,0.08231128,-4.087209,-4.365616,-0.9310793788498416,1.6635077886314382,0.0,-5.838024139404298,0.11983358999699875,0.4495784248928425,1.0985341213519435,-0.9352101969238436
105,3360.0,0.0,25830.0,105.0,50.0,5250.0,0.1,-50.0,-50.0,0.0,,,,0.07071544569043907,0.032501452909381896,0.1221259408048354,0.00766337802633643,0.001,0.0,0.001,0.001,0.16537705,0.092415005,0.36491716,0.042899568,,,,,,,,,,,,,,,,,,,,,-3.637598,0.044128925,-3.5674677000000004,-3.7746964,-0.9325751876219952,1.6709995869127556,0.0,-5.874391555786133,0.2755641237580854,0.5102706415721646,1.5113562579014463,-0.9833709212247737
106,3400.0,0.0,26076.0,106.0,50.0,5300.0,0.1,-50.0,-50.0,1.0,,,,0.06169414236792362,0.042349254940528366,0.15018796699587256,0.0029343643691390753,0.001,0.0,0.001,0.001,0.16909555,0.07523708,0.34912866,0.04902891400000001,,,,,,,,,,,,,,,,,,,,,-2.9972491000000003,0.14552426,-2.5047740000000003,-3.3204894,-0.9007608386333228,1.6547146245674778,0.0,-5.927451133728027,0.129081416915865,0.6058550123449277,1.2774146120120649,-1.0882556599279856
107,3440.0,0.0,26322.0,107.0,50.0,5350.0,0.1,-50.0,-50.0,1.0,,,,0.10806370473001152,0.05148434196190774,0.17954232334159315,0.008680167607963085,0.001,0.0,0.001,0.001,0.1742485,0.072828144,0.32571456,0.053725984000000004,,,,,,,,,,,,,,,,,,,,,-4.060852,0.09103079,-3.9444995,-4.313425,-0.9221413608273676,1.680090896285182,0.0,-5.980704784393311,-0.012564102104692484,0.6585613569573925,1.213093644083718,-1.528528229785337
108,3480.0,0.0,26568.0,108.0,50.0,5400.0,0.1,-50.0,-50.0,1.0,,,,0.05347531196894125,0.03308828462555885,0.12147172808181494,0.002078408841043711,0.001,0.0,0.001,0.001,0.1710293,0.092161514,0.41049218,0.049587235,,,,,,,,,,,,,,,,,,,,,-3.5902163999999996,0.14031143,-3.3760858,-3.7991562000000005,-0.9367462416566329,1.697228798929704,0.0,-6.06330156326294,-0.02533839821096267,0.6589371787024004,1.253747559860624,-1.3201610945734017
109,3520.0,0.0,26814.0,109.0,50.0,5450.0,0.1,-50.0,-50.0,1.0,,,,0.11354644944076428,0.07128134680315433,0.22407091199420395,0.004977199248969555,0.001,0.0,0.001,0.001,0.26586944,0.12718078,0.55302554,0.07348872,,,,,,,,,,,,,,,,,,,,,-4.865396,0.07528261,-4.7421465,-5.057112,-0.9197370715157952,1.6997665879816932,0.0,-6.045395851135254,-0.08823358395491797,0.4985062031035596,1.1700362580639414,-1.1702551080947574
110,3560.0,0.0,27060.0,110.0,50.0,5500.0,0.1,-50.0,-50.0,0.0,,,,0.07742299577512313,0.04975268937848516,0.15819044248200953,0.0029956158250570297,0.001,0.0,0.001,0.001,0.22958274,0.10973864,0.47933716,0.06579436,,,,,,,,,,,,,,,,,,,,,-4.711974,0.064571284,-4.5919547,-4.835928400000001,-0.9354652823009442,1.7228983469125314,0.0,-6.123444557189941,-0.11022622231649723,0.6161101199864478,0.987394402365024,-1.202398650582252
111,3600.0,0.0,27306.0,111.0,50.0,5550.0,0.1,-50.0,-50.0,1.0,,,,0.08468878960993606,0.0514566465361033,0.16696167399641124,0.002767845056951046,0.001,0.0,0.001,0.001,0.17075959,0.070242845,0.3713079,0.05861745,,,,,,,,,,,,,,,,,,,,,-1.3569037,0.17926559,-1.059864,-1.8965968,-0.9842113904996856,1.7684543066973497,0.0,-6.0392208099365225,0.14317535138159504,0.5969215064502805,1.5371514965208606,-1.0895224238780463
112,3640.0,0.0,27552.0,112.0,50.0,5600.0,0.1,-50.0,-50.0,1.0,,,,0.11294981415849177,0.05824257270110275,0.20341592247132206,0.009855947457253931,0.001,0.0,0.001,0.001,0.24496178,0.11828748,0.5162883,0.06155303,,,,,,,,,,,,,,,,,,,,,-3.8863434999999997,0.14182286,-3.6481616000000003,-4.1700306000000005,-0.9597409134040576,1.7600475281783765,0.0,-6.195768356323242,0.4013855499776421,0.6494659022015996,1.4259968609764349,-1.3672810671933913
113,3680.0,0.0,27798.0,113.0,50.0,5650.0,0.1,-50.0,-50.0,1.0,,,,0.06816513425146695,0.041344843368769126,0.1317628436954692,0.004016201011836529,0.001,0.0,0.001,0.001,0.18428001,0.084820196,0.43839368,0.072784,,,,,,,,,,,,,,,,,,,,,-4.290171,0.112335056,-4.129318700000001,-4.6250253,-0.9735371660458296,1.7792495524621594,0.0,-6.056778907775879,-0.05575328829830346,0.7136614375712407,1.641574899333709,-1.314532883373539
114,3720.0,0.0,28044.0,114.0,50.0,5700.0,0.1,-42.0,-42.0,1.0,,,,0.1023339342296822,0.04996860254492096,0.1895798642653972,0.005904495716094971,0.001,0.0,0.001,0.001,0.22093955,0.09911243,0.5461319,0.08695531,,,,,,,,,,,,,,,,,,,,,-4.881453,0.21482448,-4.2150316,-5.1078258000000005,-1.0027223253458821,1.816116193394095,0.0,-6.171700477600098,0.11351992786692885,0.6842334456521527,1.4108541213631531,-1.2510286383829283
115,3760.0,0.0,28290.0,115.0,50.0,5750.0,0.1,-50.0,-50.0,0.0,,,,0.1247868607955752,0.05919498271578556,0.2309166112681851,0.005090960767120123,0.001,0.0,0.001,0.001,0.20835805,0.09991122,0.5628534000000001,0.09024279,,,,,,,,,,,,,,,,,,,,,-3.8340635,0.06645372,-3.7258773,-4.0521769999999995,-1.0411995347415155,1.8571396956131647,0.0,-6.072518348693848,0.09514015806462664,0.5939510386967582,1.2350562404746779,-1.1090128361241491
116,3800.0,0.0,28536.0,116.0,50.0,5800.0,0.1,-50.0,-50.0,1.0,,,,0.13011035775998608,0.06567134019010865,0.2303443404380232,0.007860722951591015,0.001,0.0,0.001,0.001,0.29875237,0.13111068,0.65103614,0.09289199,,,,,,,,,,,,,,,,,,,,,-4.7632639999999995,0.0693495,-4.6438456,-4.88601,-1.0734207084859355,1.8833608876961416,0.0,-6.336753845214844,-0.21918183975005548,0.6076626062134907,1.1457315030776245,-1.5304333363708391
117,3840.0,0.0,28782.0,117.0,50.0,5850.0,0.1,-50.0,-50.0,1.0,,,,0.13653515634359792,0.07224037182452685,0.24203574657440186,0.008152457885444164,0.001,0.0,0.001,0.001,0.36576492,0.17279758,0.79114866,0.10803695,,,,,,,,,,,,,,,,,,,,,-4.684743,0.06571056,-4.578124,-4.8260593,-1.088302034547495,1.9012990361398705,0.0,-6.33531379699707,-0.12081604007826502,0.5674461830700804,1.1712726762769408,-1.364638219255828
118,3880.0,0.0,29028.0,118.0,50.0,5900.0,0.1,-50.0,-50.0,1.0,,,,0.11375991737004368,0.0699964149821215,0.23423023778013885,0.005193848628550768,0.001,0.0,0.001,0.001,0.2937258,0.15951969,0.78025997,0.09503585,,,,,,,,,,,,,,,,,,,,,-4.1379924,0.79976624,-3.0993302000000003,-6.0574856,-1.0598579201126372,1.8976235205727443,0.0,-6.409060478210449,-0.1337724763060844,0.7240953849017983,1.3925745652878612,-1.375181270219668
119,3920.0,0.0,29274.0,119.0,50.0,5950.0,0.1,-50.0,-50.0,1.0,,,,0.10780511920456774,0.05997275828106676,0.2001848656218499,0.004356758669018745,0.001,0.0,0.001,0.001,0.18969520000000004,0.08531903,0.41822603,0.06779913,,,,,,,,,,,,,,,,,,,,,-4.587144,0.039843645,-4.529677400000001,-4.7070065,-1.086640486833328,1.924052429128325,0.0,-6.238465785980225,-0.18841902842221014,0.6293928865390335,1.3893914336090378,-1.2604824289214245
120,3960.0,0.0,29520.0,120.0,50.0,6000.0,0.1,-50.0,-50.0,0.0,,,,0.08822932092589326,0.043029073954481536,0.16359340189956129,0.005849613808095454,0.001,0.0,0.001,0.001,0.18034741,0.07198173599999999,0.42824963,0.08844209,,,,,,,,,,,,,,,,,,,,,-3.6722328999999996,0.27807617,-3.2374911,-4.1903167,-1.101714684733511,1.9455648693618428,0.0,-6.3063392639160165,-0.14759814670058002,0.6153518831723501,1.3194545507501954,-1.1470469559489815
1 Episode # Training Iter In Heatup ER #Transitions ER #Episodes Episode Length Total steps Epsilon Shaped Training Reward Training Reward Update Target Network Evaluation Reward Shaped Evaluation Reward Success Rate Loss/Mean Loss/Stdev Loss/Max Loss/Min Learning Rate/Mean Learning Rate/Stdev Learning Rate/Max Learning Rate/Min Grads (unclipped)/Mean Grads (unclipped)/Stdev Grads (unclipped)/Max Grads (unclipped)/Min Entropy/Mean Entropy/Stdev Entropy/Max Entropy/Min Advantages/Mean Advantages/Stdev Advantages/Max Advantages/Min Values/Mean Values/Stdev Values/Max Values/Min Value Loss/Mean Value Loss/Stdev Value Loss/Max Value Loss/Min Policy Loss/Mean Policy Loss/Stdev Policy Loss/Max Policy Loss/Min Q/Mean Q/Stdev Q/Max Q/Min TD targets/Mean TD targets/Stdev TD targets/Max TD targets/Min actions/Mean actions/Stdev actions/Max actions/Min
2 1 0.0 1.0 246.0 1.0 50.0 50.0 0.1 0.0
3 2 0.0 1.0 492.0 2.0 50.0 100.0 0.1 0.0
4 3 0.0 1.0 738.0 3.0 50.0 150.0 0.1 0.0
5 4 0.0 1.0 984.0 4.0 50.0 200.0 0.1 0.0
6 5 0.0 1.0 1230.0 5.0 50.0 250.0 0.1 0.0
7 6 0.0 1.0 1476.0 6.0 50.0 300.0 0.1 0.0
8 7 0.0 1.0 1722.0 7.0 50.0 350.0 0.1 0.0
9 8 0.0 1.0 1968.0 8.0 50.0 400.0 0.1 0.0
10 9 0.0 1.0 2214.0 9.0 50.0 450.0 0.1 0.0
11 10 0.0 1.0 2460.0 10.0 50.0 500.0 0.1 0.0
12 11 0.0 1.0 2706.0 11.0 50.0 550.0 0.1 0.0
13 12 0.0 1.0 2952.0 12.0 50.0 600.0 0.1 0.0
14 13 0.0 1.0 3198.0 13.0 50.0 650.0 0.1 0.0
15 14 0.0 1.0 3444.0 14.0 50.0 700.0 0.1 0.0
16 15 0.0 1.0 3690.0 15.0 50.0 750.0 0.1 0.0
17 16 0.0 1.0 3936.0 16.0 50.0 800.0 0.1 0.0
18 17 0.0 1.0 4182.0 17.0 50.0 850.0 0.1 0.0
19 18 0.0 1.0 4428.0 18.0 50.0 900.0 0.1 0.0
20 19 0.0 1.0 4674.0 19.0 50.0 950.0 0.1 0.0
21 20 0.0 1.0 4920.0 20.0 50.0 1000.0 0.1 0.0
22 21 0.0 1.0 5166.0 21.0 50.0 1050.0 0.1 1.0
23 22 40.0 0.0 5412.0 22.0 50.0 1100.0 0.1 -50.0 -50.0 1.0 2.2656178284436463 0.8807640308082189 3.4835509583354 0.2390746921300888 0.001 0.0 0.001 0.001 0.5106001 0.39132372 1.973998 0.13944990000000002 -0.54452103 0.1856847 0.0069049564 -0.8922382999999999 -0.27562299633491144 0.4254527171347679 0.0 -1.2305638492107391 -0.012012687590097128 0.3906239537551277 0.9814501104952102 -0.9372007403745176
24 23 80.0 0.0 5658.0 23.0 50.0 1150.0 0.1 -50.0 -50.0 1.0 0.9239152605179696 0.4098820875224989 1.5191671326756475 0.08630435168743134 0.001 0.0 0.001 0.001 0.4056427 0.17666094 0.78111655 0.17227420000000002 -0.557995 0.15183884 -0.35859564 -0.9041498 -0.27920090753912064 0.43794500041939705 0.0 -1.2719385921955109 -0.0990530675623912 0.3652243891260652 0.9568684479780788 -0.94501333674486
25 24 120.0 0.0 5904.0 24.0 50.0 1200.0 0.1 -50.0 -50.0 1.0 0.4820088209817186 0.2346928371102973 0.8542695865035057 0.04354352504014969 0.001 0.0 0.001 0.001 0.22152388 0.09522002 0.5255258 0.1076147 -0.6409675 0.1984506 -0.42561114 -1.2563726999999998 -0.27749355805396003 0.447450627668063 0.0 -1.2934502959251404 0.15719019100989212 0.4649487669414842 0.9849893537921456 -0.9840788640688172
26 25 160.0 0.0 6150.0 25.0 50.0 1250.0 0.1 -50.0 -50.0 0.0 2.719804685888812 0.8060303686176279 3.7021217700093993 0.7040574550628662 0.001 0.0 0.001 0.001 0.8860304 1.4855075 8.701273 0.09200806 -0.6486920999999999 0.10555909 -0.43869135 -0.8152106 -0.2943033974887975 0.4552914772262687 0.0 -1.3416208624839785 -0.015054289171715734 0.4024818296554663 0.9822712324716758 -0.9168376403568012
27 26 200.0 0.0 6396.0 26.0 50.0 1300.0 0.1 -50.0 -50.0 1.0 0.6901268676389009 0.3324004855763951 1.1857311222702265 0.04791445657610893 0.001 0.0 0.001 0.001 0.1755405 0.082740635 0.3985288 0.062027045 -1.151302 0.082073145 -0.9951494000000001 -1.2853258 -0.3084273505045978 0.4799156564266047 0.0 -1.4616455137729645 0.0061109762731827826 0.6069328100534078 1.206496269206193 -1.245519550559532
28 27 240.0 0.0 6642.0 27.0 50.0 1350.0 0.1 -50.0 -50.0 1.0 0.40323068702127773 0.20017894220393714 0.7154922029003501 0.040373004972934716 0.001 0.0 0.001 0.001 0.13463552 0.07333196 0.48285243 0.05018049 -0.9745863000000001 0.10612498 -0.8289267 -1.2826097 -0.3035513082528333 0.48801827844699397 0.0 -1.494595617055893 -0.01522582013712188 0.5945189471290643 1.0975500653534616 -1.1876978968938656
29 28 280.0 0.0 6888.0 28.0 50.0 1400.0 0.1 -50.0 -50.0 1.0 0.2934476331225596 0.15672779427571273 0.5410890905186534 0.0136429350823164 0.001 0.0 0.001 0.001 0.14397877 0.06972116 0.41197675 0.06975402 -0.30981672 0.09749544 -0.18339123 -0.65321815 -0.3030121785907681 0.5045497332310883 0.0 -1.569577932357788 0.04403808056669842 0.40916356020731853 0.99755916536296 -0.994725830593228
30 29 320.0 0.0 7134.0 29.0 50.0 1450.0 0.1 -50.0 -50.0 1.0 0.6513757346663624 0.2584551807291485 1.0173401664942503 0.10047435015439987 0.001 0.0 0.001 0.001 0.24774309 0.30103958 1.8395651999999998 0.054864008 -1.225055 0.06772995 -1.0971133 -1.4517393 -0.3269532905178963 0.5154168506347124 0.0 -1.6357282400131226 0.10988117849628873 0.4795660628382626 1.0393812354410108 -1.105144941727084
31 30 360.0 0.0 7380.0 30.0 50.0 1500.0 0.1 -50.0 -50.0 0.0 0.24943186544114726 0.1348372726411385 0.4920533804688602 0.017283886671066284 0.001 0.0 0.001 0.001 0.090023205 0.041224536 0.23880406 0.03670335 -1.3647738 0.02973796 -1.3245249 -1.4719214 -0.3319992104399315 0.522785897691417 0.0 -1.6460752487182615 0.11689855001936465 0.393359643569085 0.974858120383832 -0.982814891819228
32 31 400.0 0.0 7626.0 31.0 50.0 1550.0 0.1 -50.0 -50.0 1.0 0.2193943440041039 0.11629262221205527 0.4098755978047848 0.011246356181800364 0.001 0.0 0.001 0.001 0.090549126 0.04902009 0.33536312 0.040432766 -0.8148809 0.17340074 -0.57322323 -1.2686799 -0.34265609066196845 0.5284026226961713 0.0 -1.6654067039489746 -0.028945063817147086 0.7089676110467589 1.5532832132627767 -1.3621025575248678
33 32 440.0 0.0 7872.0 32.0 50.0 1600.0 0.1 -50.0 -50.0 1.0 0.2720523283467628 0.1355386349334374 0.4847437795251608 0.020141534507274628 0.001 0.0 0.001 0.001 0.11751811 0.07271330000000001 0.4378112 0.051809385 -1.2482284 0.049774554000000006 -1.1578723 -1.3872904 -0.3624199694093299 0.5403174065240616 0.0 -1.700411856174469 0.013862891292468094 0.4876244819162746 1.041006548056394 -0.9983152529359643
34 33 480.0 0.0 8118.0 33.0 50.0 1650.0 0.1 -50.0 -50.0 1.0 0.19137688863556832 0.09264749882242056 0.3362103467807174 0.008816669695079327 0.001 0.0 0.001 0.001 0.08019979 0.040976286 0.25115013 0.035458725 -0.8661878000000001 0.09667376400000001 -0.7232147 -1.2020737 -0.3657300935440656 0.5579726314432228 0.0 -1.719898343086243 0.11042071452669433 0.4901415695661424 1.4144135221585847 -0.9717181627198471
35 34 520.0 0.0 8364.0 34.0 50.0 1700.0 0.1 -50.0 -50.0 1.0 0.14032599691418 0.07289050457911596 0.25348838861100376 0.0069196620024740705 0.001 0.0 0.001 0.001 0.06585299 0.018855724 0.119114615 0.033312228 -1.4874749 0.042831443 -1.4184471 -1.5973585 -0.35773878513617097 0.5631049819433455 0.0 -1.795219361782074 0.20867831708567086 0.5544481406492158 1.1020760054985876 -0.95525920492868
36 35 560.0 0.0 8610.0 35.0 50.0 1750.0 0.1 -50.0 -50.0 0.0 0.1500847492541652 0.08162101922326248 0.2772113985847682 0.004432820715010165 0.001 0.0 0.001 0.001 0.08205402 0.025126198 0.14729461 0.031587325 -2.3257418 0.07387614 -2.2056746 -2.472341 -0.3784672262925873 0.5796408135245009 0.0 -1.8495028018951416 -0.15525704094331766 0.5232561333883518 0.9951781702693004 -1.2828818666250594
37 36 600.0 0.0 8856.0 36.0 50.0 1800.0 0.1 -50.0 -50.0 1.0 0.15501052342006005 0.07517203299941122 0.2656032964587212 0.010413630865514278 0.001 0.0 0.001 0.001 0.09348415 0.032750096 0.18163283 0.05015063 -1.2939531000000002 0.061029784000000004 -1.1814185 -1.4242415000000002 -0.3824305893936096 0.5829066426627869 0.0 -1.8096691370010376 -0.3704836261897027 0.5815116154144842 0.9838638330228356 -1.3163147892606195
38 37 640.0 0.0 9102.0 37.0 50.0 1850.0 0.1 -50.0 -50.0 1.0 0.11645792659255674 0.05683883895251561 0.20885437401011586 0.007865513674914837 0.001 0.0 0.001 0.001 0.08199282 0.03705878 0.20219535 0.0385681 -1.8722056 0.046473444 -1.7772921000000002 -1.9877499 -0.38993943988941104 0.5933206659479902 0.0 -1.882220447063446 -0.08065737582666864 0.4417497492123539 1.0134263578944789 -0.9781908458983116
39 38 680.0 0.0 9348.0 38.0 50.0 1900.0 0.1 -50.0 -50.0 1.0 0.0893149895244278 0.05113796008746378 0.17529497109353542 0.0049937982112169274 0.001 0.0 0.001 0.001 0.081634805 0.029031802000000002 0.17900102 0.04152888 -0.6263288 0.08037242 -0.47438192 -0.8225355999999999 -0.3996276715096713 0.6014931380992816 0.0 -1.8637051582336424 -0.06093668201533545 0.3967136702295527 0.9826763865357732 -0.9643388172055294
40 39 720.0 0.0 9594.0 39.0 50.0 1950.0 0.1 -50.0 -50.0 1.0 0.10379626195062884 0.05382736011066999 0.18671186070423573 0.010439049452543259 0.001 0.0 0.001 0.001 0.09441783 0.03098179 0.18169321 0.054791015 -1.2664456 0.053405802999999995 -1.2051988999999999 -1.424016 -0.4122971789688336 0.619732737025089 0.0 -1.925160109996796 -0.007776766868728373 0.4176690794021704 0.9874786116599212 -0.9721562290877112
41 40 760.0 0.0 9840.0 40.0 50.0 2000.0 0.1 -50.0 -50.0 0.0 0.07135976212157402 0.040083271174825484 0.13470408983994275 0.00255097053013742 0.001 0.0 0.001 0.001 0.08165707 0.022786643 0.12998379999999998 0.034936536000000004 -1.6687038 0.027545124 -1.6221101 -1.7544369 -0.4177275538788193 0.6334838385369458 0.0 -1.93982195854187 -0.11561028109245525 0.36893070546480106 0.9373328208582636 -0.9841570667967644
42 41 800.0 0.0 10086.0 41.0 50.0 2050.0 0.1 -50.0 -50.0 1.0 0.07505912993219681 0.03810255002844549 0.13482970860786736 0.0020433941390365358 0.001 0.0 0.001 0.001 0.09197905 0.038288604 0.20729282 0.037029844 -1.5641873 0.11765849 -1.3771977 -1.9344597 -0.4174096796945207 0.6430679938128147 0.0 -2.0106772184371953 0.1574417289404505 0.6385251733568061 1.3790442796292108 -1.2596749013838429
43 42 840.0 0.0 10332.0 42.0 50.0 2100.0 0.1 -50.0 -50.0 1.0 0.07557051377953031 0.036879128439004885 0.13455913844518366 0.006215507164597511 0.001 0.0 0.001 0.001 0.08337923 0.028240817 0.17512462 0.03742363 -1.9230345000000002 0.043577183 -1.8542712 -2.0354443 -0.4207228893292573 0.6629786528317818 0.0 -2.0181576013565063 -0.025874656746672445 0.4252214694943779 0.9945143746799172 -0.9812779000088988
44 43 880.0 0.0 10578.0 43.0 50.0 2150.0 0.1 -50.0 -50.0 1.0 0.05162353618434281 0.028015300096078024 0.09670334475231357 0.0020561022683978076 0.001 0.0 0.001 0.001 0.06596316 0.022370301000000002 0.14483649 0.024722064 -0.6703121 0.13669163 -0.48284483 -1.1401993000000001 -0.4291247025753762 0.6670464376321356 0.0 -2.0590037107467647 0.2419269264002939 0.42747867601059536 1.2879322466261405 -1.213767158754675
45 44 920.0 0.0 10824.0 44.0 50.0 2200.0 0.1 -50.0 -50.0 1.0 0.0713643204595428 0.035555301261681084 0.12650162645149976 0.005876925773918629 0.001 0.0 0.001 0.001 0.073775 0.026738519 0.15161113 0.02768332 -0.13837455 0.062832385 -0.06594345 -0.32347786 -0.43498176257340015 0.6845840838310392 0.0 -2.105385184288025 -0.011671339482232722 0.3928810924177107 1.1639166832056052 -1.1811665862263463
46 45 960.0 0.0 11070.0 45.0 50.0 2250.0 0.1 -50.0 -50.0 0.0 0.10972594715713058 0.057026183895784274 0.19707208534237 0.005046249367296696 0.001 0.0 0.001 0.001 0.08173047 0.024634797000000003 0.14736901 0.039478194 -1.2268809999999999 0.05540302 -1.0975763 -1.342443 -0.461398136031335 0.705601600402693 0.0 -2.151366233825684 -0.06920121216381968 0.4950436657162504 1.1170114484362543 -1.1321877408824756
47 46 1000.0 0.0 11316.0 46.0 50.0 2300.0 0.1 -50.0 -50.0 1.0 0.07630082865944132 0.03968948303041221 0.13416697550565004 0.004438354633748531 0.001 0.0 0.001 0.001 0.08973593 0.027594922 0.16129819 0.04485876 -1.145564 0.086121395 -1.02459 -1.4586196000000002 -0.4713588125950754 0.7145213054534184 0.0 -2.1705822944641118 -0.08305825327943893 0.4471991349830972 0.9979453245014488 -1.0667001761278796
48 47 1040.0 0.0 11562.0 47.0 50.0 2350.0 0.1 -50.0 -50.0 1.0 0.06471424076298718 0.03735740919913103 0.1223029758548364 0.0022825049236416817 0.001 0.0 0.001 0.001 0.081232354 0.02272222 0.1480038 0.039012607000000005 -1.4319501000000001 0.042745825 -1.3664439 -1.6100476000000001 -0.4893154321613583 0.7289681302787877 0.0 -2.25147557258606 0.08472149172473042 0.42412943386126706 0.9352452200194212 -0.9629348236937084
49 48 1080.0 0.0 11808.0 48.0 50.0 2400.0 0.1 -50.0 -50.0 1.0 0.06203980723803398 0.03074307994003086 0.11094172537559643 0.003244541119784117 0.001 0.0 0.001 0.001 0.079265505 0.030049955 0.17024925 0.033027448 -2.0850463 0.04480402 -2.0093113999999996 -2.1983836 -0.4678935686111686 0.7226143938044871 0.0 -2.2931129932403564 0.2706177850141716 0.4914423200510502 1.114187870458443 -0.9858777256839162
50 49 1120.0 0.0 12054.0 49.0 50.0 2450.0 0.1 -50.0 -50.0 1.0 0.04802210399939213 0.023161697707331303 0.08406875911168754 0.003014157526195049 0.001 0.0 0.001 0.001 0.07078775 0.022321504 0.116230845 0.032659403999999996 -1.2385089 0.11518833 -0.9527667999999999 -1.5553615 -0.4999487063806186 0.7423383748103892 0.0 -2.3318356275558467 0.4736552221396005 0.5954110165412573 1.4807507014953014 -1.286263731262577
51 50 1160.0 0.0 12300.0 50.0 50.0 2500.0 0.1 -50.0 -50.0 0.0 0.038047233696852346 0.02016848584502035 0.0746179818524979 0.0018000683048740032 0.001 0.0 0.001 0.001 0.06395478 0.023632202 0.13194473 0.03074089 -1.4379316999999998 0.04418941 -1.3744792 -1.5575639 -0.5038117555101348 0.7657878666155158 0.0 -2.3828781843185425 0.07189779864067428 0.5494799092121776 1.0593838686063108 -0.9862380139561128
52 51 1200.0 0.0 12546.0 51.0 50.0 2550.0 0.1 -50.0 -50.0 1.0 0.049128539043886116 0.027330431175165145 0.09348292968934402 0.0021916567347943787 0.001 0.0 0.001 0.001 0.083784014 0.03264645 0.15897276 0.03637661 -1.8278129 0.1296171 -1.6425078000000002 -2.1024315 -0.523473072364602 0.7792920195072537 0.0 -2.421981811523437 -0.2235893528662584 0.5797508940474841 1.3333550651471024 -1.3089701346615263
53 52 1240.0 0.0 12792.0 52.0 50.0 2600.0 0.1 -50.0 -50.0 1.0 0.04280415878165513 0.02254680974874718 0.07719771540723741 0.0020052199251949787 0.001 0.0 0.001 0.001 0.06571416599999999 0.025024166 0.118905865 0.023718836 -2.1824906000000004 0.0608345 -2.054977 -2.3274527000000003 -0.5410868488244148 0.7918735727298685 0.0 -2.452268123626709 0.2490413773084252 0.5077687206804271 1.1054518329523055 -1.0361159473715036
54 53 1280.0 0.0 13038.0 53.0 50.0 2650.0 0.1 -50.0 -50.0 1.0 0.038925296292291016 0.02229794535925128 0.07724792370572686 0.0020542936399579052 0.001 0.0 0.001 0.001 0.08286129 0.025623595 0.13518111 0.032136798 -1.4251724 0.107099496 -1.3069848 -1.7512826000000001 -0.5470315115441252 0.8031943695285975 0.0 -2.491538047790528 -0.1782733290780736 0.5370616564005122 1.2975252657943523 -1.2255633231237548
55 54 1320.0 0.0 13284.0 54.0 50.0 2700.0 0.1 -50.0 -50.0 1.0 0.044995354238199066 0.02547248597026905 0.08726769557688385 0.002443115692585707 0.001 0.0 0.001 0.001 0.06791476 0.026985606000000002 0.161912 0.036540076 -2.2983198 0.08095003 -2.1190947999999996 -2.4680772 -0.5412300008247257 0.8183380573168594 0.0 -2.5452238321304317 0.008247511472270612 0.4593426219814288 1.0341433592266782 -0.9862928224261788
56 55 1360.0 0.0 13530.0 55.0 50.0 2750.0 0.1 -50.0 -50.0 0.0 0.0399247640685644 0.02181868031207539 0.07780261489097029 0.0032242683228105307 0.001 0.0 0.001 0.001 0.07521969 0.03134972 0.15019144 0.02267772 -2.1302288 0.049535014 -2.0544572 -2.260426 -0.5337217328970901 0.8428244352680447 0.0 -2.5544891357421875 0.07951803858934495 0.4381437892305468 1.1932922488503068 -0.9394231809429116
57 56 1400.0 0.0 13776.0 56.0 50.0 2800.0 0.1 -50.0 -50.0 1.0 0.046108453613123865 0.025872105678616728 0.08859055204084143 0.002503335475921631 0.001 0.0 0.001 0.001 0.11152625 0.04014173 0.2264556 0.047229845 -2.2922585 0.14062095 -1.9007238999999998 -2.5913217 -0.5162882639847124 0.8478575756786878 0.0 -2.5709856748580933 -0.2018767134627712 0.6597369457935149 1.2718600782923817 -1.6396216367724703
58 57 1440.0 0.0 14022.0 57.0 50.0 2850.0 0.1 -50.0 -50.0 1.0 0.04986516382778063 0.026920039944047028 0.09626389492768794 0.0042733000591397285 0.001 0.0 0.001 0.001 0.08610179 0.027366064 0.15468659 0.0404292 -2.0497494 0.070820175 -1.9263861 -2.2045698 -0.5261783553015295 0.8773265851064103 0.0 -2.668843388557434 0.030601820125286193 0.5080470537067321 1.0734730987058776 -1.083013074082567
59 58 1480.0 0.0 14268.0 58.0 50.0 2900.0 0.1 -50.0 -50.0 1.0 0.051825547187763735 0.027431863891077064 0.09162213053787127 0.005415081046521664 0.001 0.0 0.001 0.001 0.09102872 0.025574751 0.15567893 0.03662493 -1.9275208 0.116599336 -1.7733307 -2.3479466 -0.5246494861489802 0.8854243618014896 0.0 -2.713115096092224 0.14528106634443638 0.6751985797929644 1.3345887949933677 -1.3571202255755457
60 59 1520.0 0.0 14514.0 59.0 50.0 2950.0 0.1 -50.0 -50.0 1.0 0.058716053099487915 0.03509156930904877 0.11534917925018814 0.0024363964330405 0.001 0.0 0.001 0.001 0.09517286 0.033593073 0.16363533 0.04164998 -2.3974564 0.026972847 -2.3356156 -2.452326 -0.5364509290186185 0.9033289470799436 0.0 -2.7756723165512085 -0.02955053310741277 0.472452597683964 0.9932344464952748 -0.9848294428985244
61 60 1560.0 0.0 14760.0 60.0 50.0 3000.0 0.1 -50.0 -50.0 0.0 0.05499494438699912 0.024757394324927892 0.09349547611782327 0.003316910471767187 0.001 0.0 0.001 0.001 0.08885227 0.044300757 0.21224691 0.025061496000000003 -2.8448648 0.065884426 -2.6941439999999997 -2.9573934 -0.5592373155156665 0.9294942297726416 0.0 -2.813259482383728 0.08815469596952008 0.491561542945462 1.190220327053927 -1.0026824925456952
62 61 1600.0 0.0 15006.0 61.0 50.0 3050.0 0.1 -50.0 -50.0 1.0 0.03918310329318046 0.024298505149643195 0.08268228627275677 0.0011739535257220268 0.001 0.0 0.001 0.001 0.08966563 0.034085546 0.16671161 0.037525762000000004 -2.265454 0.060960427000000005 -2.1781792999999996 -2.4519917999999996 -0.5699218140304936 0.9451449293428628 0.0 -2.8863443136215214 0.32307405107513426 0.613038017666291 1.5997831566605214 -1.0123672758762277
63 62 1640.0 0.0 15252.0 62.0 50.0 3100.0 0.1 -50.0 -50.0 1.0 0.05051344824314583 0.02812660151896932 0.09716673562070356 0.003046929836273193 0.001 0.0 0.001 0.001 0.10169761 0.04566548 0.22516894 0.03608195 -2.5282671000000003 0.034660067 -2.4285526 -2.5942311 -0.5726573251645595 0.9597523293820964 0.0 -2.9144235849380493 -0.060414584630550126 0.5282733677472241 1.04673679753642 -1.287474351615608
64 63 1680.0 0.0 15498.0 63.0 50.0 3150.0 0.1 -50.0 -50.0 1.0 0.04810508199443575 0.025522954052536673 0.08942918793763965 0.0011948167812079193 0.001 0.0 0.001 0.001 0.09462681 0.039619926 0.21800224 0.04938544 -2.6657014 0.03431122 -2.602671 -2.777062 -0.5959374279698556 0.9824188222686976 0.0 -2.9427502155303955 0.15287990611941474 0.4088980618854329 0.970403900168736 -0.9114926664158584
65 64 1720.0 0.0 15744.0 64.0 50.0 3200.0 0.1 -50.0 -50.0 1.0 0.047785563916841065 0.02629037363792662 0.08711764012696221 0.0011413146276026964 0.001 0.0 0.001 0.001 0.08473206 0.025034266 0.15224963 0.045998435 -1.8588648 0.10541612 -1.6668521 -2.1617126 -0.5870643712287287 0.9920713868702172 0.0 -2.9978299140930176 0.17946223152927865 0.5968602304246966 1.300962593900699 -1.102733502699809
66 65 1760.0 0.0 15990.0 65.0 50.0 3250.0 0.1 -50.0 -50.0 0.0 0.049852479170658624 0.029362034977227613 0.0962968027452007 0.003685449482873082 0.001 0.0 0.001 0.001 0.111849986 0.053035084 0.31757340000000006 0.035484206000000004 -2.3397502999999995 0.09309798 -2.176142 -2.561363 -0.5861385652013322 0.9988737004220328 0.0 -3.052037239074707 -0.4022311482781356 0.5318706438459881 0.9926263769381868 -1.4187762774509387
67 66 1800.0 0.0 16236.0 66.0 50.0 3300.0 0.1 -50.0 -50.0 1.0 0.03417624993453501 0.020067781198095717 0.06950516579672694 0.001971790799871087 0.001 0.0 0.001 0.001 0.08150338 0.034397908 0.16484275 0.032650206 -2.3386905 0.032725945 -2.2575027999999997 -2.4169166 -0.5935157330460871 1.0159368649190534 0.0 -3.092491626739502 -0.17473787318538658 0.5466852975008739 0.993772002959304 -1.2832681544461564
68 67 1840.0 0.0 16482.0 67.0 50.0 3350.0 0.1 -50.0 -50.0 1.0 0.039975926741317384 0.020795692897940338 0.07541394588770345 0.0018182587809860704 0.001 0.0 0.001 0.001 0.098715015 0.03473096 0.1685958 0.03365519 -2.167733 0.14336339 -1.9682143 -2.5594661 -0.6128533693882152 1.0407624950161969 0.0 -3.159307718276977 -0.0006997633946482563 0.6263593280166939 1.2277709521874507 -1.1680844009213702
69 68 1880.0 0.0 16728.0 68.0 50.0 3400.0 0.1 -50.0 -50.0 1.0 0.039513950863329234 0.01961655112774049 0.07177188916830346 0.0018962994217872622 0.001 0.0 0.001 0.001 0.0868219 0.037876848 0.19574416 0.028616317000000002 -2.8264196 0.046936452000000004 -2.739029 -2.9147849999999997 -0.6349983269859387 1.067362593149278 0.0 -3.2006108760833736 0.018441495706232863 0.5744483712472748 1.3388866301868116 -1.1370648871161502
70 69 1920.0 0.0 16974.0 69.0 50.0 3450.0 0.1 -50.0 -50.0 1.0 0.0379403315790114 0.02385535010603364 0.08257675630738959 0.0014468401204794645 0.001 0.0 0.001 0.001 0.096502565 0.04081419 0.22077867 0.03317959 -2.9443639999999998 0.074864 -2.8068507 -3.1078384 -0.6087990389202294 1.0586010818458949 0.0 -3.2446277141571045 0.18808918665710986 0.4249047017406801 1.0211752134966197 -0.8440477935136792
71 70 1960.0 0.0 17220.0 70.0 50.0 3500.0 0.1 -50.0 -50.0 0.0 0.05848262933868682 0.030143686074133213 0.10261035111034288 0.006821522954851389 0.001 0.0 0.001 0.001 0.09357236 0.03287895 0.19996208 0.031086294 -1.5162023999999998 0.23557048 -1.1315122 -1.9251395 -0.6121347252231081 1.0736037092296178 0.0 -3.2603988647460938 -0.19930932261905 0.4818333191986842 1.0170901835610122 -1.3668296130593245
72 71 2000.0 0.0 17466.0 71.0 50.0 3550.0 0.1 -50.0 -50.0 1.0 0.04311944005894475 0.023947594109300942 0.082401959807612 0.002799279056489468 0.001 0.0 0.001 0.001 0.11980216 0.03766505 0.1867405 0.03834059 -2.0997322 0.07245222 -2.016483 -2.372739 -0.6270953833642745 1.0956901070553438 0.0 -3.3128588199615483 0.2408133764730647 0.4012867180640677 1.0739707958591744 -0.9267417455107296
73 72 2040.0 0.0 17712.0 72.0 50.0 3600.0 0.1 -50.0 -50.0 1.0 0.03550615733547602 0.020245986788002115 0.0677998272003606 0.0011700355680659411 0.001 0.0 0.001 0.001 0.08411922 0.038151372 0.20199716 0.04136344 -2.9621122000000004 0.07979146 -2.7770727 -3.111885 -0.648565253398562 1.1214020328636454 0.0 -3.363142251968384 -0.00654923950419804 0.4542088660316699 0.9460837324843354 -0.9875903206539268
74 73 2080.0 0.0 17958.0 73.0 50.0 3650.0 0.1 -50.0 -50.0 1.0 0.03880293880647514 0.02086698199637636 0.07285459287231788 0.002293393015861511 0.001 0.0 0.001 0.001 0.08785646 0.039722677000000005 0.22345662 0.032347776 -2.2260763999999997 0.143059 -1.9764099 -2.5905788 -0.6339833021616819 1.1200550467545445 0.0 -3.3700621128082275 -0.12094349014657893 0.5715681351985512 1.2962891716957516 -1.3540381077623425
75 74 2120.0 0.0 18204.0 74.0 50.0 3700.0 0.1 -50.0 -50.0 1.0 0.04561444074352039 0.023343011438325137 0.08289851172594354 0.0017792382277548313 0.001 0.0 0.001 0.001 0.12074606 0.041314326 0.20804101 0.030701889 -2.3530817 0.10431862 -2.1435928 -2.6163279999999998 -0.6609312326368602 1.1492168707667825 0.0 -3.447853803634644 0.03538047988621712 0.593675156809013 1.081151911530981 -1.2968775465788411
76 75 2160.0 0.0 18450.0 75.0 50.0 3750.0 0.1 -50.0 -50.0 0.0 0.03933440755936317 0.01868562179911056 0.06524408987024799 0.0012775456998497248 0.001 0.0 0.001 0.001 0.08166779 0.035997134 0.18717843 0.029380295 -2.5343013 0.16829883 -2.2819849999999997 -2.8414514 -0.6725489381413359 1.1679556273807463 0.0 -3.4908719062805176 -0.1380490207121453 0.5727981448692674 1.346482125402143 -1.2979658288017195
77 76 2200.0 0.0 18696.0 76.0 50.0 3800.0 0.1 -50.0 -50.0 1.0 0.02561840764101362 0.015984870330742897 0.06347563565941527 0.0007511506555601954 0.001 0.0 0.001 0.001 0.083713025 0.04457553 0.24488779999999996 0.03070532 -3.4297980000000003 0.021994742999999997 -3.3916587999999996 -3.4973433 -0.6821150256792413 1.1860307360181803 0.0 -3.5416562557220463 0.02631526397789861 0.4860682494076755 0.9754032726237566 -1.1720881576999167
78 77 2240.0 0.0 18942.0 77.0 50.0 3850.0 0.1 -50.0 -50.0 1.0 0.038224645459558816 0.0216245441829972 0.07460210239514709 0.0012841796269640324 0.001 0.0 0.001 0.001 0.104451284 0.04659021 0.23540662 0.044145208 -3.64534 0.058442667000000004 -3.4842982000000005 -3.7673377999999995 -0.6943444234457086 1.1990765244399846 0.0 -3.566230297088623 -0.05295046106527899 0.4224631376101941 1.3804699484921563 -0.9410811139638346
79 78 2280.0 0.0 19188.0 78.0 50.0 3900.0 0.1 -50.0 -50.0 1.0 0.040911764904740265 0.025453764073082287 0.0811686513479799 0.0013556941412389278 0.001 0.0 0.001 0.001 0.08446224 0.038132515 0.17438632 0.035552055 -2.9884348 0.042686187 -2.8920965 -3.0777354 -0.6706835956860631 1.193125024936428 0.0 -3.6634252071380615 -0.1870634302043653 0.5997702465171642 1.082125517345025 -1.3522050669898154
80 79 2320.0 0.0 19434.0 79.0 50.0 3950.0 0.1 -50.0 -50.0 1.0 0.06213726126297842 0.033942406798151456 0.1197820509551093 0.006354198791086675 0.001 0.0 0.001 0.001 0.13301238 0.052764867 0.26608974 0.04686143 -0.574507 0.18679735 -0.38704187 -1.2564212 -0.6988491763422735 1.2136115890119927 0.0 -3.704044103622437 -0.22082392341599646 0.5145381187812502 0.9997120128444336 -1.1774174924858016
81 80 2360.0 0.0 19680.0 80.0 50.0 4000.0 0.1 -50.0 -50.0 0.0 0.09293250525079202 0.04577726843861063 0.1605194373987615 0.010191290639340878 0.001 0.0 0.001 0.001 0.20608158 0.08533906 0.3957009 0.0694568 -2.5679336 0.1916129 -2.4019306 -3.035803 -0.7344236815996907 1.2453483567093429 0.0 -3.800586700439453 0.383527955784738 0.5828394121044935 1.3355923334112774 -1.156289438373314
82 81 2400.0 0.0 19926.0 81.0 50.0 4050.0 0.1 -50.0 -50.0 1.0 0.04563862906070426 0.022040000252643015 0.08139036339707673 0.003077873028814793 0.001 0.0 0.001 0.001 0.117127955 0.048939265 0.24436750000000002 0.045152985 -3.471824 0.04856231 -3.377388 -3.5758921999999997 -0.6988031449246691 1.238378993799667 0.0 -3.8472776412963863 -0.010847435789002078 0.5026670571715683 1.2187685724146815 -1.0662130981687037
83 82 2440.0 0.0 20172.0 82.0 50.0 4100.0 0.1 -50.0 -50.0 1.0 0.03438536925968947 0.019476928646454797 0.06838964484632015 0.00243005994707346 0.001 0.0 0.001 0.001 0.11219942599999999 0.045519712999999996 0.2064766 0.03247206 -3.234706 0.050370785999999994 -3.1416513999999998 -3.3917851000000003 -0.7196694373878824 1.2610135954231756 0.0 -3.8677899837493896 -0.04963279107368486 0.3988442279371155 0.948187816163018 -0.9196906343449468
84 83 2480.0 0.0 20418.0 83.0 50.0 4150.0 0.1 -50.0 -50.0 1.0 0.03709288154350361 0.02255367622511196 0.07989366474794224 0.0019400150049477816 0.001 0.0 0.001 0.001 0.10847658 0.04404208 0.19662811 0.022253243 -0.7908473000000001 0.17698370000000002 -0.48175055 -1.3190031999999998 -0.7443236161872125 1.289346065669335 0.0 -3.884979724884033 -0.10364089031043568 0.4975446661022417 0.9689411154798222 -1.29147860303282
85 84 2520.0 0.0 20664.0 84.0 50.0 4200.0 0.1 -50.0 -50.0 1.0 0.038426636123040224 0.01945518127956069 0.06988293444737792 0.0017246841453015804 0.001 0.0 0.001 0.001 0.09462438 0.039405935 0.2402212 0.039910033 -1.8083705 0.1390235 -1.3968596000000002 -2.0180452 -0.7124905047670177 1.2737152759420072 0.0 -3.9637432098388667 0.04107791988008317 0.5615893958604671 1.3299814210626446 -1.0792351658195094
86 85 2560.0 0.0 20910.0 85.0 50.0 4250.0 0.1 -50.0 -50.0 0.0 0.0394313169963425 0.02149090023819291 0.07504361157771201 0.0015590061666443946 0.001 0.0 0.001 0.001 0.10269238 0.040687446 0.21179733 0.044246383 -2.8078787 0.08997471 -2.6649802000000005 -3.024179 -0.7382381754413231 1.2947825530154973 0.0 -3.978452205657959 0.11079057888802787 0.4579350339299277 1.1524325213430076 -0.9837401429332852
87 86 2600.0 0.0 21156.0 86.0 50.0 4300.0 0.1 -50.0 -50.0 1.0 0.043355897802393885 0.024725339383763274 0.0839272111770697 0.001986142247915268 0.001 0.0 0.001 0.001 0.10151516 0.04412643 0.20852129 0.04108615 -3.2432293999999997 0.06138433 -3.1298453999999998 -3.346261 -0.7537393685449947 1.3224556078556151 0.0 -4.03871750831604 0.06238846280739273 0.4667679982490919 1.0987465493114694 -1.1570789578549647
88 87 2640.0 0.0 21402.0 87.0 50.0 4350.0 0.1 -50.0 -50.0 1.0 0.06307299584441353 0.0315348115983451 0.11505515140015632 0.0026710256934165955 0.001 0.0 0.001 0.001 0.19679682 0.07649997 0.35937402 0.049499426 -3.5835845 0.09280304 -3.447986 -3.8026495000000002 -0.7792402746029559 1.361468230007146 0.0 -4.080225467681885 0.06718942012337688 0.4234480232076138 0.9912885710838404 -0.7904106578848269
89 88 2680.0 0.0 21648.0 88.0 50.0 4400.0 0.1 -50.0 -50.0 1.0 0.058843083315878175 0.028498588938799856 0.10110245202668013 0.00496020307764411 0.001 0.0 0.001 0.001 0.12807176 0.06648611 0.31185925 0.038749713 -2.5061707 0.29180485 -2.100186 -3.2766283 -0.7712848938793859 1.363605952140268 0.0 -4.094587564468384 0.1910779466703156 0.7321043063217055 1.308433028849792 -1.3672405091695623
90 89 2720.0 0.0 21894.0 89.0 50.0 4450.0 0.1 -50.0 -50.0 1.0 0.041391755978111185 0.024277260671837816 0.08227068313863127 0.0012749462621286511 0.001 0.0 0.001 0.001 0.12272632 0.059453856 0.28762722 0.04387551 -3.1483605 0.067974865 -3.036569 -3.3135288 -0.7568261981134325 1.3686158252359863 0.0 -4.1011245250701895 0.06912585234678964 0.4891047455298608 1.2360163199436895 -0.9988143813512556
91 90 2760.0 0.0 22140.0 90.0 50.0 4500.0 0.1 -50.0 -50.0 0.0 0.04012952853809111 0.024622138700145714 0.09067747747758403 0.0024291626177728176 0.001 0.0 0.001 0.001 0.11035683 0.039767504 0.20589922 0.045931134000000005 -2.326602 0.28392842 -1.8431137999999998 -2.8620023999999997 -0.7662775363906674 1.3832123046872091 0.0 -4.200354814529419 0.046488790565664566 0.6517306629016264 1.44671992521042 -1.279579169550426
92 91 2800.0 0.0 22386.0 91.0 50.0 4550.0 0.1 -47.0 -47.0 1.0 0.06356012776959688 0.038694187859671256 0.1371834083693102 0.002530272817239165 0.001 0.0 0.001 0.001 0.17342459 0.06523937 0.36042136 0.073072076 -3.7732987000000002 0.52658266 -2.7816465 -4.712453400000001 -0.8020426324936114 1.419549239670736 0.0 -4.2359421253204355 0.225148802647112 0.7794998648372388 1.5228217272732698 -1.3292795443950058
93 92 2840.0 0.0 22632.0 92.0 50.0 4600.0 0.1 -50.0 -50.0 1.0 0.34966510571539394 0.1693425690602181 0.5853163739666343 0.019654905423522 0.001 0.0 0.001 0.001 0.40948520000000005 0.22007845 1.2061877 0.14588876 -3.948614 0.26150832 -3.5439322 -4.427991400000001 -0.82115773457254 1.4532365777733118 0.0 -5.674289226531982 0.14201674296541664 0.6267377368133737 1.2447077777333684 -1.2163466168856938
94 93 2880.0 0.0 22878.0 93.0 50.0 4650.0 0.1 -50.0 -50.0 1.0 0.13279733177041636 0.06350123285287994 0.22595374449156225 0.008285189978778362 0.001 0.0 0.001 0.001 0.2257771 0.09722394 0.49765438 0.07987807 -2.6270599999999997 0.06739234 -2.5028303 -2.7966347000000003 -0.8232808110209641 1.4693468030255536 0.0 -5.67413330078125 -0.14344454734138026 0.6827189987751126 1.3588258123929695 -1.3247580171503557
95 94 2920.0 0.0 23124.0 94.0 50.0 4700.0 0.1 -50.0 -50.0 1.0 0.10103935176157393 0.05489023646612449 0.19262327055912465 0.005590222775936128 0.001 0.0 0.001 0.001 0.24251807 0.10471682 0.519762 0.09486716 -3.275798 0.10713044599999999 -3.1139312 -3.5164157999999994 -0.8682475767937111 1.5109779607635092 0.0 -5.629960536956787 -0.1032740539349317 0.5778127443538462 1.2599413018303236 -1.2369521590827588
96 95 2960.0 0.0 23370.0 95.0 50.0 4750.0 0.1 -50.0 -50.0 0.0 0.07195256956911181 0.04121390959133482 0.13922054471913725 0.0014949425822123885 0.001 0.0 0.001 0.001 0.20766497 0.112183824 0.5225482 0.07220254 -3.6441586000000004 0.035431735 -3.5855087999999995 -3.7928812999999995 -0.8300258265824301 1.4922347150859487 0.0 -5.601123332977295 -0.03645004676142076 0.4276204262681485 0.9828536498981716 -1.0528611869849356
97 96 3000.0 0.0 23616.0 96.0 50.0 4800.0 0.1 -50.0 -50.0 1.0 0.07586814901151229 0.04612059528941634 0.15156214882154018 0.0043625193648040295 0.001 0.0 0.001 0.001 0.17344701 0.06228491 0.28241122 0.062103032999999995 -3.334275 0.08677421 -3.2434907 -3.5936797 -0.8203374521027913 1.4969009960823818 0.0 -5.567760467529297 0.05729164438739676 0.663792577179952 1.3422271294195744 -1.1408464586291738
98 97 3040.0 0.0 23862.0 97.0 50.0 4850.0 0.1 -50.0 -50.0 1.0 0.07345638452097772 0.03807418739415247 0.13294854492414745 0.004472451284527779 0.001 0.0 0.001 0.001 0.17307703 0.074498415 0.31726712 0.042790413 -3.5022714 0.050113883 -3.3988836000000004 -3.6286642999999996 -0.8793097199740396 1.5400456637306932 0.0 -5.586844444274902 0.07301286795405143 0.5909283156454158 1.298243530779145 -1.0855413380052112
99 98 3080.0 0.0 24108.0 98.0 50.0 4900.0 0.1 -50.0 -50.0 1.0 0.04597840922797332 0.024993501117078137 0.08669975801603869 0.0019023272907361386 0.001 0.0 0.001 0.001 0.1442906 0.07070259 0.4382571 0.04637419 -3.2881794 0.71172607 -1.909906 -4.215199500000001 -0.8836685081526603 1.5592343728117837 0.0 -5.49490213394165 0.02592068846147837 0.5762490218555172 1.097894892801787 -1.2222659896183203
100 99 3120.0 0.0 24354.0 99.0 50.0 4950.0 0.1 -50.0 -50.0 1.0 0.1297212272475008 0.08084235776438482 0.2574363260064274 0.002940925536677241 0.001 0.0 0.001 0.001 0.22855249 0.09829615 0.59145594 0.09260148 -3.6068702000000004 0.037562408 -3.5224485 -3.7045654999999997 -0.8755990080163526 1.5585773967414374 0.0 -5.68126916885376 -0.07942220492308884 0.4958617473623602 1.187323748704323 -1.3038679103944462
101 100 3160.0 0.0 24600.0 100.0 50.0 5000.0 0.1 -50.0 -50.0 0.0 0.10199674518662503 0.053054274226625606 0.18768032919615507 0.00662578735500574 0.001 0.0 0.001 0.001 0.15901020000000002 0.04927532 0.2573991 0.06467154 -1.5753794 0.32234466 -1.0736408000000002 -2.4131687000000004 -0.8679844816642917 1.5696155082512468 0.0 -5.713343620300293 -0.08405357438814391 0.6542240479258954 1.3591162624669808 -1.447120307748786
102 101 3200.0 0.0 24846.0 101.0 50.0 5050.0 0.1 -50.0 -50.0 1.0 0.07343680738995317 0.04539525612640699 0.15313051803968847 0.002806280739605427 0.001 0.0 0.001 0.001 0.15178633 0.070391774 0.33727625 0.04732237 -2.2374240000000003 0.12643847 -1.9992238000000002 -2.6655095 -0.8961533449399373 1.6023839905946613 0.0 -5.826399326324463 0.2101006510769096 0.5862708865372175 1.4582936700193068 -1.0728265985559666
103 102 3240.0 0.0 25092.0 102.0 50.0 5100.0 0.1 -50.0 -50.0 1.0 0.056834374577738336 0.033570898101221984 0.1189628808060661 0.0027693682350218296 0.001 0.0 0.001 0.001 0.1399876 0.07760346 0.42985648 0.040936038 -3.9788785000000004 0.073069856 -3.8576326 -4.14917 -0.8968217964127021 1.6135036490402694 0.0 -5.82114315032959 -0.18761299343725985 0.4473583904887779 1.0062438983265474 -1.2010024731390034
104 103 3280.0 0.0 25338.0 103.0 50.0 5150.0 0.1 -50.0 -50.0 1.0 0.07678359546116552 0.043419697791444216 0.14853729656897485 0.003185698762536049 0.001 0.0 0.001 0.001 0.20208672 0.068821035 0.34256738 0.06857801 -4.4660892 0.025802082999999996 -4.4080763 -4.522748 -0.9123116404770636 1.6256406729516033 0.0 -5.854870796203612 0.02167521537096796 0.4089610690434959 0.9650651779333634 -0.998921667016826
105 104 3320.0 0.0 25584.0 104.0 50.0 5200.0 0.1 -50.0 -50.0 1.0 0.07703316712868401 0.04417346591859929 0.14153867831919342 0.0013861006591469052 0.001 0.0 0.001 0.001 0.18684593 0.08323799 0.40053228 0.06740671 -4.226101 0.08231128 -4.087209 -4.365616 -0.9310793788498416 1.6635077886314382 0.0 -5.838024139404298 0.11983358999699875 0.4495784248928425 1.0985341213519435 -0.9352101969238436
106 105 3360.0 0.0 25830.0 105.0 50.0 5250.0 0.1 -50.0 -50.0 0.0 0.07071544569043907 0.032501452909381896 0.1221259408048354 0.00766337802633643 0.001 0.0 0.001 0.001 0.16537705 0.092415005 0.36491716 0.042899568 -3.637598 0.044128925 -3.5674677000000004 -3.7746964 -0.9325751876219952 1.6709995869127556 0.0 -5.874391555786133 0.2755641237580854 0.5102706415721646 1.5113562579014463 -0.9833709212247737
107 106 3400.0 0.0 26076.0 106.0 50.0 5300.0 0.1 -50.0 -50.0 1.0 0.06169414236792362 0.042349254940528366 0.15018796699587256 0.0029343643691390753 0.001 0.0 0.001 0.001 0.16909555 0.07523708 0.34912866 0.04902891400000001 -2.9972491000000003 0.14552426 -2.5047740000000003 -3.3204894 -0.9007608386333228 1.6547146245674778 0.0 -5.927451133728027 0.129081416915865 0.6058550123449277 1.2774146120120649 -1.0882556599279856
108 107 3440.0 0.0 26322.0 107.0 50.0 5350.0 0.1 -50.0 -50.0 1.0 0.10806370473001152 0.05148434196190774 0.17954232334159315 0.008680167607963085 0.001 0.0 0.001 0.001 0.1742485 0.072828144 0.32571456 0.053725984000000004 -4.060852 0.09103079 -3.9444995 -4.313425 -0.9221413608273676 1.680090896285182 0.0 -5.980704784393311 -0.012564102104692484 0.6585613569573925 1.213093644083718 -1.528528229785337
109 108 3480.0 0.0 26568.0 108.0 50.0 5400.0 0.1 -50.0 -50.0 1.0 0.05347531196894125 0.03308828462555885 0.12147172808181494 0.002078408841043711 0.001 0.0 0.001 0.001 0.1710293 0.092161514 0.41049218 0.049587235 -3.5902163999999996 0.14031143 -3.3760858 -3.7991562000000005 -0.9367462416566329 1.697228798929704 0.0 -6.06330156326294 -0.02533839821096267 0.6589371787024004 1.253747559860624 -1.3201610945734017
110 109 3520.0 0.0 26814.0 109.0 50.0 5450.0 0.1 -50.0 -50.0 1.0 0.11354644944076428 0.07128134680315433 0.22407091199420395 0.004977199248969555 0.001 0.0 0.001 0.001 0.26586944 0.12718078 0.55302554 0.07348872 -4.865396 0.07528261 -4.7421465 -5.057112 -0.9197370715157952 1.6997665879816932 0.0 -6.045395851135254 -0.08823358395491797 0.4985062031035596 1.1700362580639414 -1.1702551080947574
111 110 3560.0 0.0 27060.0 110.0 50.0 5500.0 0.1 -50.0 -50.0 0.0 0.07742299577512313 0.04975268937848516 0.15819044248200953 0.0029956158250570297 0.001 0.0 0.001 0.001 0.22958274 0.10973864 0.47933716 0.06579436 -4.711974 0.064571284 -4.5919547 -4.835928400000001 -0.9354652823009442 1.7228983469125314 0.0 -6.123444557189941 -0.11022622231649723 0.6161101199864478 0.987394402365024 -1.202398650582252
112 111 3600.0 0.0 27306.0 111.0 50.0 5550.0 0.1 -50.0 -50.0 1.0 0.08468878960993606 0.0514566465361033 0.16696167399641124 0.002767845056951046 0.001 0.0 0.001 0.001 0.17075959 0.070242845 0.3713079 0.05861745 -1.3569037 0.17926559 -1.059864 -1.8965968 -0.9842113904996856 1.7684543066973497 0.0 -6.0392208099365225 0.14317535138159504 0.5969215064502805 1.5371514965208606 -1.0895224238780463
113 112 3640.0 0.0 27552.0 112.0 50.0 5600.0 0.1 -50.0 -50.0 1.0 0.11294981415849177 0.05824257270110275 0.20341592247132206 0.009855947457253931 0.001 0.0 0.001 0.001 0.24496178 0.11828748 0.5162883 0.06155303 -3.8863434999999997 0.14182286 -3.6481616000000003 -4.1700306000000005 -0.9597409134040576 1.7600475281783765 0.0 -6.195768356323242 0.4013855499776421 0.6494659022015996 1.4259968609764349 -1.3672810671933913
114 113 3680.0 0.0 27798.0 113.0 50.0 5650.0 0.1 -50.0 -50.0 1.0 0.06816513425146695 0.041344843368769126 0.1317628436954692 0.004016201011836529 0.001 0.0 0.001 0.001 0.18428001 0.084820196 0.43839368 0.072784 -4.290171 0.112335056 -4.129318700000001 -4.6250253 -0.9735371660458296 1.7792495524621594 0.0 -6.056778907775879 -0.05575328829830346 0.7136614375712407 1.641574899333709 -1.314532883373539
115 114 3720.0 0.0 28044.0 114.0 50.0 5700.0 0.1 -42.0 -42.0 1.0 0.1023339342296822 0.04996860254492096 0.1895798642653972 0.005904495716094971 0.001 0.0 0.001 0.001 0.22093955 0.09911243 0.5461319 0.08695531 -4.881453 0.21482448 -4.2150316 -5.1078258000000005 -1.0027223253458821 1.816116193394095 0.0 -6.171700477600098 0.11351992786692885 0.6842334456521527 1.4108541213631531 -1.2510286383829283
116 115 3760.0 0.0 28290.0 115.0 50.0 5750.0 0.1 -50.0 -50.0 0.0 0.1247868607955752 0.05919498271578556 0.2309166112681851 0.005090960767120123 0.001 0.0 0.001 0.001 0.20835805 0.09991122 0.5628534000000001 0.09024279 -3.8340635 0.06645372 -3.7258773 -4.0521769999999995 -1.0411995347415155 1.8571396956131647 0.0 -6.072518348693848 0.09514015806462664 0.5939510386967582 1.2350562404746779 -1.1090128361241491
117 116 3800.0 0.0 28536.0 116.0 50.0 5800.0 0.1 -50.0 -50.0 1.0 0.13011035775998608 0.06567134019010865 0.2303443404380232 0.007860722951591015 0.001 0.0 0.001 0.001 0.29875237 0.13111068 0.65103614 0.09289199 -4.7632639999999995 0.0693495 -4.6438456 -4.88601 -1.0734207084859355 1.8833608876961416 0.0 -6.336753845214844 -0.21918183975005548 0.6076626062134907 1.1457315030776245 -1.5304333363708391
118 117 3840.0 0.0 28782.0 117.0 50.0 5850.0 0.1 -50.0 -50.0 1.0 0.13653515634359792 0.07224037182452685 0.24203574657440186 0.008152457885444164 0.001 0.0 0.001 0.001 0.36576492 0.17279758 0.79114866 0.10803695 -4.684743 0.06571056 -4.578124 -4.8260593 -1.088302034547495 1.9012990361398705 0.0 -6.33531379699707 -0.12081604007826502 0.5674461830700804 1.1712726762769408 -1.364638219255828
119 118 3880.0 0.0 29028.0 118.0 50.0 5900.0 0.1 -50.0 -50.0 1.0 0.11375991737004368 0.0699964149821215 0.23423023778013885 0.005193848628550768 0.001 0.0 0.001 0.001 0.2937258 0.15951969 0.78025997 0.09503585 -4.1379924 0.79976624 -3.0993302000000003 -6.0574856 -1.0598579201126372 1.8976235205727443 0.0 -6.409060478210449 -0.1337724763060844 0.7240953849017983 1.3925745652878612 -1.375181270219668
120 119 3920.0 0.0 29274.0 119.0 50.0 5950.0 0.1 -50.0 -50.0 1.0 0.10780511920456774 0.05997275828106676 0.2001848656218499 0.004356758669018745 0.001 0.0 0.001 0.001 0.18969520000000004 0.08531903 0.41822603 0.06779913 -4.587144 0.039843645 -4.529677400000001 -4.7070065 -1.086640486833328 1.924052429128325 0.0 -6.238465785980225 -0.18841902842221014 0.6293928865390335 1.3893914336090378 -1.2604824289214245
121 120 3960.0 0.0 29520.0 120.0 50.0 6000.0 0.1 -50.0 -50.0 0.0 0.08822932092589326 0.043029073954481536 0.16359340189956129 0.005849613808095454 0.001 0.0 0.001 0.001 0.18034741 0.07198173599999999 0.42824963 0.08844209 -3.6722328999999996 0.27807617 -3.2374911 -4.1903167 -1.101714684733511 1.9455648693618428 0.0 -6.3063392639160165 -0.14759814670058002 0.6153518831723501 1.3194545507501954 -1.1470469559489815