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new traces

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itaicaspi-intel
2018-09-12 15:29:42 +03:00
parent 673911ff7f
commit fa4895f840
76 changed files with 12786 additions and 12606 deletions
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rl_coach/traces/Atari_Dueling_DDQN_breakout/trace.csv
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@@ -1,176 +1,181 @@
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,Q/Mean,Q/Stdev,Q/Max,Q/Min
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131,844.0,0.0,4405.0,4405.0,24.0,4405.0,0.9966567700000726,0.0,0.0,0.0,,,,0.006025340665655676,0.0072801354422779565,0.015350104309618471,8.09965786174871e-06,0.0001,0.0,0.0001,0.0001,0.030155426000000003,0.023777662,0.06141607,0.0021217312,,,,
132,850.0,0.0,4429.0,4429.0,24.0,4429.0,0.9966330100000732,0.0,0.0,0.0,,,,0.00037506018416024747,2.1289435080335e-05,0.0004013368743471801,0.0003424391616135836,0.0001,0.0,0.0001,0.0001,0.039206866,0.0012082872,0.040771384,0.037852313,,,,
133,856.0,0.0,4453.0,4453.0,24.0,4453.0,0.9966092500000736,0.0,0.0,0.0,,,,0.0002385119471000508,6.803538913870495e-05,0.00032108783489093184,0.00015405130397994069,0.0001,0.0,0.0001,0.0001,0.02925383,0.0052509895,0.035476327,0.022481134,0.0024666004,0.0058005764,0.012487685,-0.0015403314000000002
134,862.0,0.0,4477.0,4477.0,24.0,4477.0,0.996585490000074,0.0,0.0,0.0,,,,0.003107672876649303,0.006079930884313853,0.015267441049218178,3.068969454034232e-05,0.0001,0.0,0.0001,0.0001,0.022493303,0.017455496,0.056814767,0.008930233000000001,,,,
135,868.0,0.0,4501.0,4501.0,24.0,4501.0,0.9965617300000746,0.0,0.0,0.0,,,,0.0031329888784966896,0.006215702434715003,0.015564392320811747,2.185492849093862e-05,0.0001,0.0,0.0001,0.0001,0.016191874,0.021693066,0.059522673,0.0037893602000000004,,,,
136,874.0,0.0,4525.0,4525.0,24.0,4525.0,0.9965379700000752,0.0,0.0,0.0,,,,0.003123988725019444,0.006169808562106159,0.015463478863239288,1.3823150766256733e-05,0.0001,0.0,0.0001,0.0001,0.017201031999999998,0.024479391,0.065714486,0.0028741849,-0.01662376,0.0035255633000000003,-0.013757054,-0.022662703
137,880.0,0.0,4549.0,4549.0,24.0,4549.0,0.9965142100000756,0.0,0.0,0.0,,,,0.009754043315479069,0.007907722717526985,0.016472158953547478,6.131471309345216e-05,0.0001,0.0,0.0001,0.0001,0.05151751,0.03422928,0.08712249,0.009688796999999999,,,,
138,886.0,0.0,4573.0,4573.0,24.0,4573.0,0.9964904500000762,0.0,0.0,0.0,,,,9.570464899297804e-05,1.978649094910411e-05,0.000121922988910228,6.871241930639371e-05,0.0001,0.0,0.0001,0.0001,0.010709399999999999,0.003348258,0.016000418,0.006636372,,,,
139,892.0,0.0,4597.0,4597.0,24.0,4597.0,0.9964666900000768,0.0,0.0,0.0,,,,0.00016415893915109337,1.568029090624808e-05,0.00019087718101218345,0.00014503885176964104,0.0001,0.0,0.0001,0.0001,0.021908129,0.0009275292,0.02302662,0.020805525,,,,
140,905.0,0.0,4649.0,4649.0,52.0,4649.0,0.9964152100000778,1.0,1.0,0.0,,,,0.005587087986593057,0.0076236902840554855,0.01759544014930725,9.26778739085421e-06,0.0001,0.0,0.0001,0.0001,0.03141087,0.02950415,0.08327425,0.002309177,0.0024541301999999997,0.002806636,0.005346876600000001,-0.0007266563
141,911.0,0.0,4673.0,4673.0,24.0,4673.0,0.9963914500000784,0.0,0.0,0.0,,,,0.003129443505895324,0.006211305986985504,0.015552051365375519,1.6864887584233653e-05,0.0001,0.0,0.0001,0.0001,0.016232603999999998,0.018402431,0.052871373,0.0039155935,,,,
142,917.0,0.0,4697.0,4697.0,24.0,4697.0,0.9963676900000789,0.0,0.0,0.0,,,,0.006181601174466778,0.012252457205186426,0.0306865107268095,4.5810556912329055e-05,0.0001,0.0,0.0001,0.0001,0.03192816,0.037334755,0.106548734,0.011809183999999999,,,,
143,959.0,0.0,4862.0,4862.0,165.0,4862.0,0.9962043400000824,3.0,3.0,0.0,,,,0.00458442527566903,0.006778135512807884,0.01592981070280075,4.01935976697132e-05,0.0001,0.0,0.0001,0.0001,0.030243983,0.01745289,0.06884884,0.004224195,,,,
144,961.0,0.0,4872.0,4872.0,10.0,4872.0,0.9961944400000826,0.0,0.0,0.0,,,,0.015611345699653613,0.015573145070447937,0.03118449077010155,3.82006292056758e-05,0.0001,0.0,0.0001,0.0001,0.05580452,0.048097,0.10390152,0.0077075176,,,,
145,967.0,0.0,4896.0,4896.0,24.0,4896.0,0.9961706800000832,0.0,0.0,0.0,,,,0.010281517759115864,0.007260898254974319,0.015517707914113997,1.0655889127519913e-05,0.0001,0.0,0.0001,0.0001,0.03752184,0.024353212000000003,0.05796456,0.0020333775,,,,
146,973.0,0.0,4920.0,4920.0,24.0,4920.0,0.9961469200000836,0.0,0.0,0.0,,,,0.01269027087740445,0.015943013478594496,0.04485977813601494,6.601832865271717e-05,0.0001,0.0,0.0001,0.0001,0.04529591,0.03427507,0.11478138,0.014825541000000001,,,,
147,991.0,0.0,4990.0,4990.0,70.0,4990.0,0.9960776200000852,1.0,1.0,0.0,,,,0.002687924889970519,0.005500428508158248,0.01513559278100729,0.00012645585229620337,0.0001,0.0,0.0001,0.0001,0.030325731,0.005669576,0.04378089,0.020588122,,,,
148,997.0,0.0,5014.0,5014.0,24.0,5014.0,0.9960538600000856,0.0,0.0,0.0,,,,0.002622022113428102,0.0056949801977525935,0.015356266871094704,4.4087159039918327e-05,0.0001,0.0,0.0001,0.0001,0.020876216,0.014732756000000001,0.052783865,0.009648171,,,,
149,1003.0,0.0,5038.0,5038.0,24.0,5038.0,0.9960301000000862,0.0,0.0,0.0,,,,0.005166448322597717,0.007251643707490074,0.015658164396882057,2.9837303372914906e-05,0.0001,0.0,0.0001,0.0001,0.024050176,0.022341282999999997,0.05765891,0.0055759083,,,,
150,1009.0,0.0,5062.0,5062.0,24.0,5062.0,0.9960063400000868,0.0,0.0,0.0,,,,0.005160912759189766,0.007073704620632503,0.015380886383354662,2.1689378627343107e-05,0.0001,0.0,0.0001,0.0001,0.024879277,0.023645874,0.06000781,0.005956041600000001,0.0044271303,0.005362131,0.010356214,-0.0039355666
151,1013.0,0.0,5080.0,5080.0,18.0,5080.0,0.9959885200000872,0.0,0.0,0.0,,,,0.00417550372367259,0.0066193706309108594,0.01564021408557892,0.00028429055237211287,0.0001,0.0,0.0001,0.0001,0.03279763,0.024591105,0.07472315,0.01200931,,,,
152,1019.0,0.0,5104.0,5104.0,24.0,5104.0,0.9959647600000876,0.0,0.0,0.0,,,,0.00016988275941306102,1.719168964906142e-05,0.00019912087009288368,0.00014129685587249694,0.0001,0.0,0.0001,0.0001,0.008162343,0.0022252345999999998,0.011798719,0.005086689,0.01487756,0.0026128637,0.018274663,0.011110564
153,1025.0,0.0,5128.0,5128.0,24.0,5128.0,0.995941000000088,0.0,0.0,0.0,,,,0.002643566492527801,0.005614003418102228,0.015196769498288631,0.00010241074051009492,0.0001,0.0,0.0001,0.0001,0.019886201000000003,0.014723492,0.05220634,0.008702286,,,,
154,1043.0,0.0,5200.0,5200.0,72.0,5200.0,0.9958697200000896,1.0,1.0,0.0,,,,0.006144046852973083,0.007403351942976809,0.01576203852891922,7.546426786575466e-05,0.0001,0.0,0.0001,0.0001,0.0325243,0.011802835,0.049806867000000005,0.009511845,0.011025522,0.004195309699999999,0.015083224,0.0049620047
155,1049.0,0.0,5224.0,5224.0,24.0,5224.0,0.9958459600000902,0.0,0.0,0.0,,,,0.002809428452261879,0.005656543253441888,0.015457327477633953,0.0002113554946845397,0.0001,0.0,0.0001,0.0001,0.01604663,0.012911067,0.04279262,0.0053595738,,,,
156,1055.0,0.0,5248.0,5248.0,24.0,5248.0,0.9958222000000908,0.0,0.0,0.0,,,,0.006061738764401525,0.0077884894857580345,0.017224742099642754,0.00034986471291631466,0.0001,0.0,0.0001,0.0001,0.04946224,0.02776802,0.093572326,0.018707488,,,,
157,1073.0,0.0,5321.0,5321.0,73.0,5321.0,0.9957499300000924,1.0,1.0,0.0,,,,0.002126085891278409,0.0074750404655252066,0.032941687852144234,0.00012365728616714478,0.0001,0.0,0.0001,0.0001,0.023163844,0.023614824,0.11129595,0.0023346571,,,,
158,1081.0,0.0,5353.0,5353.0,32.0,5353.0,0.995718250000093,1.0,1.0,0.0,,,,0.0002632227260619402,8.96878540817467e-05,0.0003976816078647971,0.00012077446444891392,0.00010000000000000002,1.3552527156068802e-20,0.0001,0.0001,0.013327108999999998,0.0054018316,0.02123091,0.006417629300000001,,,,
159,1094.0,0.0,5405.0,5405.0,52.0,5405.0,0.995666770000094,1.0,1.0,0.0,,,,0.00908213602815522,0.011038016340909364,0.03083172626793385,0.00027634631260298187,0.0001,0.0,0.0001,0.0001,0.044837713,0.021343717,0.09561669,0.013735658000000001,,,,
160,1100.0,0.0,5429.0,5429.0,24.0,5429.0,0.9956430100000946,0.0,0.0,0.0,,,,0.009114897606195882,0.011226339563401784,0.028759807348251343,0.00039494878728874033,0.0001,0.0,0.0001,0.0001,0.056103908,0.018649586,0.089213595,0.035221647,,,,
161,1101.0,0.0,5433.0,5433.0,4.0,5433.0,0.9956390500000948,0.0,0.0,0.0,,,,,,,,,,,,,,,,,,,
162,1107.0,0.0,5457.0,5457.0,24.0,5457.0,0.9956152900000952,0.0,0.0,0.0,,,,0.0031643026406527486,0.006204985301101571,0.015574187040328981,3.854054375551641e-05,0.0001,0.0,0.0001,0.0001,0.022146696,0.017575305,0.056663692,0.009595286,,,,
163,1113.0,0.0,5481.0,5481.0,24.0,5481.0,0.9955915300000956,0.0,0.0,0.0,,,,0.0032234605172561715,0.006067737488335482,0.015356714837253094,2.9304823328857314e-05,0.0001,0.0,0.0001,0.0001,0.021192446,0.01897551,0.05711371,0.0036683710999999997,,,,
164,1119.0,0.0,5505.0,5505.0,24.0,5505.0,0.9955677700000962,0.0,0.0,0.0,,,,0.01357545357896015,0.01601257850129975,0.033360183238983154,0.0004732160014100373,0.0001,0.0,0.0001,0.0001,0.0803207,0.050072078,0.14227128,0.036823142,0.017384438000000002,0.004579874,0.023002656,0.008005209000000001
165,1132.0,0.0,5557.0,5557.0,52.0,5557.0,0.9955162900000972,1.0,1.0,0.0,,,,0.005184807729165186,0.007149994974483938,0.01568775437772274,3.16665209538769e-05,0.0001,0.0,0.0001,0.0001,0.030643873,0.021255435,0.06896599,0.004455204,,,,
166,1146.0,0.0,5611.0,5611.0,54.0,5611.0,0.9954628300000984,1.0,1.0,0.0,,,,0.006318086337369795,0.006081689992289212,0.01595032773911953,0.0009777515660971405,0.00010000000000000002,1.3552527156068802e-20,0.0001,0.0001,0.08534278,0.029943872000000003,0.14531724,0.04169351,,,,
167,1152.0,0.0,5635.0,5635.0,24.0,5635.0,0.9954390700000991,0.0,0.0,0.0,,,,0.005373370649370675,0.01063375282814114,0.029150031507015232,0.0005233549745753407,0.0001,0.0,0.0001,0.0001,0.040114082,0.016092457,0.06344341,0.012896966999999999,,,,
168,1158.0,0.0,5659.0,5659.0,24.0,5659.0,0.9954153100000996,0.0,0.0,0.0,,,,0.0005212652322370559,2.531013001893475e-05,0.0005564934108406304,0.0004777383292093873,0.0001,0.0,0.0001,0.0001,0.028711492,0.010606328,0.038584646,0.008062664,,,,
169,1200.0,0.0,5829.0,5829.0,170.0,5829.0,0.9952470100001032,4.0,4.0,0.0,,,,0.004176723352169834,0.0068248999446280595,0.01705644093453884,3.374323932803236e-05,0.00010000000000000002,1.3552527156068802e-20,0.0001,0.0001,0.024590714,0.017963761,0.060802787999999997,0.006944988399999999,,,,
170,1206.0,0.0,5853.0,5853.0,24.0,5853.0,0.9952232500001036,0.0,0.0,0.0,,,,0.00912596721027512,0.012123478346667728,0.030413608998060226,5.05933930980973e-05,0.0001,0.0,0.0001,0.0001,0.04014364,0.037843056,0.11071842,0.011792573,,,,
171,1212.0,0.0,5877.0,5877.0,24.0,5877.0,0.9951994900001042,0.0,0.0,0.0,,,,0.0031555785753880627,0.006125252904436483,0.015406074933707712,8.360677020391451e-05,0.0001,0.0,0.0001,0.0001,0.02398075,0.014492678,0.052869886,0.015272135,,,,
172,1218.0,0.0,5901.0,5901.0,24.0,5901.0,0.9951757300001048,0.0,0.0,0.0,,,,0.003177821542340098,0.0062038619906081005,0.015585498884320259,5.310644701239653e-05,0.0001,0.0,0.0001,0.0001,0.022706913,0.015905024,0.054144267,0.011672937,,,,
173,1224.0,0.0,5925.0,5925.0,24.0,5925.0,0.9951519700001052,0.0,0.0,0.0,,,,0.00609261861682171,0.007383590152924826,0.015251681208610538,4.736897972179577e-05,0.0001,0.0,0.0001,0.0001,0.029571217,0.019071706,0.054377083,0.011317681999999999,,,,
174,1230.0,0.0,5949.0,5949.0,24.0,5949.0,0.9951282100001058,0.0,0.0,0.0,,,,0.009253640529641416,0.012261417825923441,0.030773125588893887,6.112531264079735e-05,0.0001,0.0,0.0001,0.0001,0.040922599999999996,0.035568308,0.10773308599999999,0.014280423,,,,
175,1236.0,0.0,5973.0,5973.0,24.0,5973.0,0.9951044500001064,0.0,0.0,0.0,,,,0.00014240435266401618,5.694060599966682e-05,0.00024643808137625456,9.632647561375053e-05,0.0001,0.0,0.0001,0.0001,0.016058382,0.0035814468,0.019313096999999998,0.0103931725,,,,
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,Discounted Return/Mean,Discounted Return/Stdev,Discounted Return/Max,Discounted Return/Min,Q/Mean,Q/Stdev,Q/Max,Q/Min
1,0.0,1.0,24.0,24.0,24.0,24.0,1.0,,,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,
2,0.0,1.0,43.0,43.0,19.0,43.0,1.0,,,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,
3,0.0,1.0,67.0,67.0,24.0,67.0,1.0,,,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,
4,0.0,1.0,119.0,119.0,52.0,119.0,1.0,,,0.0,,,,,,,,,,,,,,,,0.5148012122030814,0.42792094166684,1.0,0.0,,,,
5,0.0,1.0,143.0,143.0,24.0,143.0,1.0,,,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,
6,0.0,1.0,167.0,167.0,24.0,167.0,1.0,,,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,
7,0.0,1.0,191.0,191.0,24.0,191.0,1.0,,,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,
8,0.0,1.0,215.0,215.0,24.0,215.0,1.0,,,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,
9,0.0,1.0,239.0,239.0,24.0,239.0,1.0,,,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,
10,0.0,1.0,258.0,258.0,19.0,258.0,1.0,,,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,
11,0.0,1.0,282.0,282.0,24.0,282.0,1.0,,,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,
12,0.0,1.0,306.0,306.0,24.0,306.0,1.0,,,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,
13,0.0,1.0,330.0,330.0,24.0,330.0,1.0,,,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,
14,0.0,1.0,354.0,354.0,24.0,354.0,1.0,,,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,
15,0.0,1.0,378.0,378.0,24.0,378.0,1.0,,,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,
16,0.0,1.0,402.0,402.0,24.0,402.0,1.0,,,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,
17,0.0,1.0,454.0,454.0,52.0,454.0,1.0,,,0.0,,,,,,,,,,,,,,,,0.5148012122030814,0.42792094166684,1.0,0.0,,,,
18,0.0,1.0,478.0,478.0,24.0,478.0,1.0,,,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,
19,0.0,1.0,532.0,532.0,54.0,532.0,1.0,,,0.0,,,,,,,,,,,,,,,,0.5092956741521227,0.4267174441531693,1.0,0.0,,,,
20,0.0,1.0,556.0,556.0,24.0,556.0,1.0,,,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,
21,0.0,1.0,572.0,572.0,16.0,572.0,1.0,,,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,
22,0.0,1.0,587.0,587.0,15.0,587.0,1.0,,,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,
23,0.0,1.0,639.0,639.0,52.0,639.0,1.0,,,0.0,,,,,,,,,,,,,,,,0.5148012122030814,0.42792094166684,1.0,0.0,,,,
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176,1227.0,0.0,5935.0,5935.0,52.0,5935.0,0.9951420700001056,1.0,1.0,0.0,,,,0.005994522710142729,0.007416528803977444,0.015635378658771515,0.00011035292118322104,0.00010000000000000002,1.3552527156068802e-20,0.0001,0.0001,0.032518465,0.013664507,0.051023204,0.019585842,0.5148012122030814,0.42792094166684,1.0,0.0,,,,
177,1229.0,0.0,5944.0,5944.0,9.0,5944.0,0.9951331600001057,0.0,0.0,0.0,,,,0.00011825743422377856,8.977294783107936e-06,0.00012723472900688648,0.00010928013944067061,0.0001,0.0,0.0001,0.0001,0.020733263000000002,0.0009657731,0.021699036,0.01976749,0.0,0.0,0.0,0.0,,,,
178,1235.0,0.0,5968.0,5968.0,24.0,5968.0,0.9951094000001062,0.0,0.0,0.0,,,,0.005212874416126094,0.007174991866385317,0.015672387555241585,9.232672164216638e-05,0.0001,0.0,0.0001,0.0001,0.029729357,0.012333355,0.049299836,0.017850388000000002,0.0,0.0,0.0,0.0,,,,
179,1241.0,0.0,5992.0,5992.0,24.0,5992.0,0.9950856400001068,0.0,0.0,0.0,,,,0.002788644841833351,0.00554468166047084,0.015186441130936148,0.0002454758796375245,0.0001,0.0,0.0001,0.0001,0.03506597,0.004565509000000001,0.042623352,0.029612191,0.0,0.0,0.0,0.0,,,,
180,1247.0,0.0,6016.0,6016.0,24.0,6016.0,0.9950618800001072,0.0,0.0,0.0,,,,0.005202855006549119,0.007158638005433217,0.015359584242105484,7.698109402554108e-05,0.0001,0.0,0.0001,0.0001,0.029587222000000003,0.012281097,0.048849765,0.0156081375,0.0,0.0,0.0,0.0,,,,
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 Discounted Return/Mean Discounted Return/Stdev Discounted Return/Max Discounted Return/Min Q/Mean Q/Stdev Q/Max Q/Min
2 1 0.0 1.0 24.0 24.0 24.0 24.0 1.0 0.0 0.0 0.0 0.0 0.0
3 2 0.0 1.0 43.0 43.0 19.0 43.0 1.0 0.0 0.0 0.0 0.0 0.0
4 3 0.0 1.0 67.0 67.0 24.0 67.0 1.0 0.0 0.0 0.0 0.0 0.0
5 4 0.0 1.0 119.0 119.0 52.0 119.0 1.0 0.0 0.5148012122030814 0.42792094166684 1.0 0.0
6 5 0.0 1.0 143.0 143.0 24.0 143.0 1.0 0.0 0.0 0.0 0.0 0.0
7 6 0.0 1.0 167.0 167.0 24.0 167.0 1.0 0.0 0.0 0.0 0.0 0.0
8 7 0.0 1.0 191.0 191.0 24.0 191.0 1.0 0.0 0.0 0.0 0.0 0.0
9 8 0.0 1.0 215.0 215.0 24.0 215.0 1.0 0.0 0.0 0.0 0.0 0.0
10 9 0.0 1.0 239.0 239.0 24.0 239.0 1.0 0.0 0.0 0.0 0.0 0.0
11 10 0.0 1.0 258.0 258.0 19.0 258.0 1.0 0.0 0.0 0.0 0.0 0.0
12 11 0.0 1.0 282.0 282.0 24.0 282.0 1.0 0.0 0.0 0.0 0.0 0.0
13 12 0.0 1.0 306.0 306.0 24.0 306.0 1.0 0.0 0.0 0.0 0.0 0.0
14 13 0.0 1.0 330.0 330.0 24.0 330.0 1.0 0.0 0.0 0.0 0.0 0.0
15 14 0.0 1.0 354.0 354.0 24.0 354.0 1.0 0.0 0.0 0.0 0.0 0.0
16 15 0.0 1.0 378.0 378.0 24.0 378.0 1.0 0.0 0.0 0.0 0.0 0.0
17 16 0.0 1.0 402.0 402.0 24.0 402.0 1.0 0.0 0.0 0.0 0.0 0.0
18 17 0.0 1.0 454.0 454.0 52.0 454.0 1.0 0.0 0.5148012122030814 0.42792094166684 1.0 0.0
19 18 0.0 1.0 478.0 478.0 24.0 478.0 1.0 0.0 0.0 0.0 0.0 0.0
20 19 0.0 1.0 532.0 532.0 54.0 532.0 1.0 0.0 0.5092956741521227 0.4267174441531693 1.0 0.0
21 20 0.0 1.0 556.0 556.0 24.0 556.0 1.0 0.0 0.0 0.0 0.0 0.0
22 21 0.0 1.0 572.0 572.0 16.0 572.0 1.0 0.0 0.0 0.0 0.0 0.0
23 22 0.0 1.0 587.0 587.0 15.0 587.0 1.0 0.0 0.0 0.0 0.0 0.0
24 23 0.0 1.0 639.0 639.0 52.0 639.0 1.0 0.0 0.5148012122030814 0.42792094166684 1.0 0.0
25 24 0.0 1.0 720.0 720.0 81.0 720.0 1.0 0.0 0.6168588624737614 0.5497029064357096 1.6757290490602832 0.0
26 25 0.0 1.0 744.0 744.0 24.0 744.0 1.0 0.0 0.0 0.0 0.0 0.0
27 26 0.0 1.0 749.0 749.0 5.0 749.0 1.0 0.0 0.0 0.0 0.0 0.0
28 27 0.0 1.0 773.0 773.0 24.0 773.0 1.0 0.0 0.0 0.0 0.0 0.0
29 28 0.0 1.0 775.0 775.0 2.0 775.0 1.0 0.0 0.0 0.0 0.0 0.0
30 29 0.0 1.0 799.0 799.0 24.0 799.0 1.0 0.0 0.0 0.0 0.0 0.0
31 30 0.0 1.0 823.0 823.0 24.0 823.0 1.0 0.0 0.0 0.0 0.0 0.0
32 31 0.0 1.0 875.0 875.0 52.0 875.0 1.0 0.0 0.5148012122030814 0.42792094166684 1.0 0.0
33 32 0.0 1.0 890.0 890.0 15.0 890.0 1.0 0.0 0.0 0.0 0.0 0.0
34 33 0.0 1.0 914.0 914.0 24.0 914.0 1.0 0.0 0.0 0.0 0.0 0.0
35 34 0.0 1.0 938.0 938.0 24.0 938.0 1.0 0.0 0.0 0.0 0.0 0.0
36 35 0.0 1.0 952.0 952.0 14.0 952.0 1.0 0.0 0.0 0.0 0.0 0.0
37 36 0.0 1.0 976.0 976.0 24.0 976.0 1.0 0.0 0.0 0.0 0.0 0.0
38 37 0.0 1.0 1028.0 1028.0 52.0 1028.0 1.0 0.0 0.5148012122030814 0.42792094166684 1.0 0.0
39 38 6.0 0.0 1052.0 1052.0 24.0 1052.0 0.9999762400000004 0.0 0.0 0.0 0.0062477180229810365 0.005962432032295813 0.007394223643230631 0.007256565947466992 0.016712918877601624 0.01719760335981846 0.0007255380041897298 0.0007077568443492055 0.0001 0.0 0.0001 0.0001 0.14639036 0.12378842 0.045653942999999995 0.039192002000000004 0.23366213 0.20339976 0.09906239 0.07765835 0.0 0.0 0.0 0.0
40 39 19.0 0.0 1104.0 1104.0 52.0 1104.0 0.9999247600000016 1.0 1.0 0.0 0.0076307834970066315 0.007945768912367594 0.007670034845662694 0.007481357403451803 0.01660863310098648 0.01676313392817974 8.438079385086894e-05 0.00017827523697633296 0.00010000000000000002 1.3552527156068802e-20 0.0001 0.0001 0.08974831 0.10199041 0.045969262999999996 0.054965843 0.15704212 0.19839126 0.020945528999999997 0.034937643 0.5148012122030814 0.42792094166684 1.0 0.0
41 40 32.0 0.0 1157.0 1157.0 53.0 1157.0 0.9998722900000028 1.0 1.0 0.0 0.00390902039446071 0.004621290803278009 0.006771767620702794 0.005987313826885228 0.016949554905295372 0.016012752428650856 4.662724313675426e-05 7.945956895127892e-05 0.00010000000000000002 1.3552527156068802e-20 0.0001 0.0001 0.04475907 0.10917707 0.036872382999999995 0.05090978400000001 0.13961866 0.21108943 0.0046585617 0.014939023999999999 0.5189050264946156 0.4248965219314306 1.0 0.0
42 41 38.0 0.0 1181.0 1181.0 24.0 1181.0 0.9998485300000032 0.0 0.0 0.0 0.009862356958910823 0.009122758847661316 0.01099633685701507 0.011409810622296587 0.029171448200941086 0.029304604977369312 0.0005659288726747036 0.0002630928356666118 0.0001 0.0 0.0001 0.0001 0.10403584 0.06425311 0.046624295 0.026985693999999998 0.19376309 0.09985343 0.06264115 0.027196052999999998 0.0 0.0 0.0 0.0
43 42 44.0 0.0 1205.0 1205.0 24.0 1205.0 0.9998247700000038 0.0 0.0 0.0 0.0035477700061164797 0.003306263461126946 0.006355411611941636 0.00607228149734971 0.0162565428763628 0.015450158156454563 0.00021469159401021898 0.00015308837464544922 0.0001 0.0 0.0001 0.0001 0.06397116 0.042171177000000004 0.040738575 0.02844995 0.13885947 0.09849615 0.024850069 0.02065761 0.0 0.0 0.0 0.0
44 43 65.0 0.0 1289.0 1289.0 84.0 1289.0 0.9997416100000056 2.0 2.0 0.0 0.00551665265484189 0.0058215963141265105 0.009651964203757659 0.009704524761091828 0.029995810240507126 0.03095709532499313 6.731608300469816e-05 5.39018219569698e-05 0.0001 0.0 0.0001 0.0001 0.051986933 0.05234497 0.025395587 0.046890263 0.11017839999999998 0.16742125 0.013254773000000001 0.008437149 0.8135908526638896 0.5532124566522134 1.6757290490602832 0.0
45 44 71.0 0.0 1313.0 1313.0 24.0 1313.0 0.999717850000006 0.0 0.0 0.0 0.006221113001811318 0.007511006970889866 0.007228046039875392 0.006142664888936871 0.015388897620141506 0.015319647267460825 0.00024012661015149209 0.0018084003822878003 0.0001 0.0 0.0001 0.0001 0.053792125999999996 0.10081184 0.013386937 0.031544007 0.072560735 0.14435469 0.035906706000000004 0.06267742 0.0 0.0 0.0 0.0
46 45 77.0 0.0 1337.0 1337.0 24.0 1337.0 0.9996940900000066 0.0 0.0 0.0 0.009473072661785409 0.00930843630048912 0.007526595379548496 0.007333634459585806 0.016482826322317123 0.015854235738515854 0.0002486497978679836 0.0001634317304706201 0.0001 0.0 0.0001 0.0001 0.06013847 0.057827792999999995 0.023882639 0.023611585 0.0884653 0.07805255 0.028236643999999998 0.014300338999999999 0.0 0.0 0.0 0.0
47 46 90.0 0.0 1389.0 1389.0 52.0 1389.0 0.9996426100000078 1.0 1.0 0.0 0.005045002078077232 0.005409056001250671 0.009177023451769286 0.009299531501743518 0.029683409258723262 0.0301373228430748 6.090115857659839e-05 5.311748100211844e-05 0.0001 0.0 0.0001 0.0001 0.03960741 0.06014709 0.033343643 0.044420405999999996 0.13850154 0.14665738 0.012526388999999999 0.009396976999999999 0.5148012122030814 0.42792094166684 1.0 0.0
48 47 96.0 0.0 1413.0 1413.0 24.0 1413.0 0.9996188500000084 0.0 0.0 0.0 0.006305527762742714 0.00638540720101446 0.012049680664636063 0.011668746660932258 0.030404698103666306 0.029722839593887333 0.00020156937534920869 0.0005009114975109696 0.0001 0.0 0.0001 0.0001 0.053500045 0.06543344 0.03574075 0.013601771 0.12414108 0.09202924 0.025521638 0.053883035 0.0 0.0 0.0 0.0
49 48 102.0 0.0 1437.0 1437.0 24.0 1437.0 0.9995950900000088 0.0 0.0 0.0 0.00307496945024468 0.00316814131801948 0.005791514848444586 0.005811040748776039 0.01465755607932806 0.014788267202675344 9.117057197727264e-05 0.00014261502656154337 0.0001 0.0 0.0001 0.0001 0.032316297 0.03958662 0.010964814 0.010726895 0.050910078 0.0492825 0.016767606 0.02568786 0.0 0.0 0.0 0.0
50 49 133.0 0.0 1559.0 1559.0 122.0 1559.0 0.9994743100000114 2.0 2.0 0.0 0.005739900827999615 0.005207392798668783 0.00898856236297577 0.008775427679275158 0.031110076233744618 0.029442787170410163 7.743096648482606e-05 9.978671732824296e-05 9.999999999999998e-05 2.7105054312137605e-20 0.0001 0.0001 0.06419144 0.042756657999999996 0.04319048 0.026934495 0.17261626 0.11474678 0.012323011000000002 0.009270511 0.7701711530717474 0.5253552177520254 1.617290140942288 0.0
51 50 139.0 0.0 1583.0 1583.0 24.0 1583.0 0.999450550000012 0.0 0.0 0.0 6.199374486944483e-05 0.00011278203843782346 1.5866200909606094e-05 1.9859084466851503e-05 8.188888023141773e-05 0.00013469741679728028 3.369521073182113e-05 7.332245877478272e-05 0.0001 0.0 0.0001 0.0001 0.011349906000000002 0.013362806999999999 0.0031427509999999996 0.0016825807000000002 0.014743173500000002 0.016600886000000002 0.006118984399999999 0.011492001000000002 0.0 0.0 0.0 0.0
52 51 144.0 0.0 1602.0 1602.0 19.0 1602.0 0.9994317400000124 0.0 0.0 0.0 0.003120925543771591 0.0031882178234809546 0.006121328952484931 0.006250573583491167 0.015363571234047413 0.015689359977841374 4.485174940782599e-05 5.5485408665845164e-05 0.0001 0.0 0.0001 0.0001 0.025495654 0.023087034 0.02289251 0.027404325 0.07116097 0.077832595 0.011334985 0.006878050500000001 0.0 0.0 0.0 0.0
53 52 157.0 0.0 1654.0 1654.0 52.0 1654.0 0.9993802600000136 1.0 1.0 0.0 0.0071036701352008656 0.007401196203388211 0.011277105088973777 0.01182097485794303 0.03059055656194687 0.033053942024707794 5.291074558044784e-05 1.5701831216574647e-05 0.00010000000000000002 1.3552527156068802e-20 0.0001 0.0001 0.039867464 0.040078282 0.032224666 0.043798946 0.10843364 0.13501434 0.013639786999999999 0.00450386 0.5148012122030814 0.42792094166684 1.0 0.0
54 53 163.0 0.0 1678.0 1678.0 24.0 1678.0 0.999356500000014 0.0 0.0 0.0 0.005139092159273179 0.005163382169484976 0.007190674795731055 0.00713709754742706 0.015368642285466194 0.015295089222490788 3.364166332175955e-05 1.4523164281854404e-05 0.0001 0.0 0.0001 0.0001 0.032101977999999996 0.038793188 0.025606375 0.02489524 0.06868527 0.0733145 0.01121859 0.0046438333000000005 0.0 0.0 0.0 0.0
55 54 169.0 0.0 1702.0 1702.0 24.0 1702.0 0.9993327400000144 0.0 0.0 0.0 0.007679848031936369 0.007834362991464634 0.0074968312322633655 0.007426162620584408 0.01551437471061945 0.015444120392203331 7.532702147727832e-05 0.0002804461983032525 0.0001 0.0 0.0001 0.0001 0.046051685 0.050409857 0.019264515 0.0069565065 0.06735164 0.06068264 0.019514065 0.040902193999999996 0.0 0.0 0.0 0.0
56 55 175.0 0.0 1726.0 1726.0 24.0 1726.0 0.999308980000015 0.0 0.0 0.0 0.0053250545509702825 0.005837154516484588 0.0068543741550866405 0.006228889319891218 0.015027789399027824 0.015120070427656175 0.00035600428236648435 0.0010891695274040103 0.0001 0.0 0.0001 0.0001 0.049835254 0.06758986 0.010165244 0.008526041 0.06510709 0.078587785 0.033423907999999995 0.056046844000000005 0.0 0.0 0.0 0.0
57 56 181.0 0.0 1750.0 1750.0 24.0 1750.0 0.9992852200000156 0.0 0.0 0.0 0.002605984548911996 0.00270729548841094 0.005539452837087342 0.005504645835027906 0.014992316253483297 0.015015732496976852 8.065032307058573e-05 0.00020184993627481165 0.0001 0.0 0.0001 0.0001 0.026720392000000003 0.02017068 0.014944805 0.024764427999999998 0.05695787 0.07431803 0.012528803 0.005125172 0.0 0.0 0.0 0.0
58 57 187.0 0.0 1774.0 1774.0 24.0 1774.0 0.9992614600000159 0.0 0.0 0.0 0.002650688921979357 0.0030231507504746933 0.005754518033814454 0.005566600276718612 0.015518120490014553 0.015457445755600931 5.716280429624021e-05 0.0002988155756611377 0.0001 0.0 0.0001 0.0001 0.022833542999999998 0.033007443 0.023813228999999998 0.020881413 0.07598201 0.060936783 0.010115134 0.007144659 0.0 0.0 0.0 0.0
59 58 193.0 0.0 1798.0 1798.0 24.0 1798.0 0.9992377000000164 0.0 0.0 0.0 0.0077638644324906645 0.007864812796469778 0.0077109485863011236 0.007116970043451762 0.015948321670293808 0.015164255164563656 4.632243508240208e-05 0.0004117197822779417 0.0001 0.0 0.0001 0.0001 0.040119033 0.055070173 0.02966539 0.009956147 0.07470023 0.072145924 0.008878163 0.040231752999999995 0.0 0.0 0.0 0.0
60 59 220.0 0.0 1908.0 1908.0 110.0 1908.0 0.9991288000000188 2.0 2.0 0.0 0.0037700405376165655 0.0037837845799610173 0.007834698580168416 0.0077172706598595455 0.0336448960006237 0.03288984298706055 9.051102824741974e-05 4.393457493279129e-05 0.0001 1.3552527156068802e-20 0.0001 0.0001 0.041386023 0.043144107 0.029098332 0.03027308 0.15950882 0.14416373 0.009884439 0.0078646485 0.7347781603138579 0.5322585503081001 1.6111172395328652 0.0
61 60 238.0 0.0 1978.0 1978.0 70.0 1978.0 0.9990595000000204 1.0 1.0 0.0 0.004961642021145154 0.004651898635428451 0.00904645412255459 0.008912501419290666 0.03388003259897232 0.03254692628979683 0.0002642098115757108 0.00010847501107491551 0.0001 0.0 0.0001 0.0001 0.05357171 0.035852574 0.0373899 0.028268637000000003 0.17287025 0.11769746 0.007521459 0.0033989797999999997 0.4632442156281665 0.4189166060043126 1.0 0.0
62 61 244.0 0.0 2002.0 2002.0 24.0 2002.0 0.9990357400000208 0.0 0.0 0.0 0.006069891727141415 0.005206248268223135 0.006543732445901374 0.006734939908835799 0.015627512708306313 0.015761256217956543 0.0009629169362597167 5.2534705901052796e-05 0.0001 0.0 0.0001 0.0001 0.0800919 0.03947033 0.016608512 0.025262969 0.09676849 0.07114188 0.051295757000000004 0.011447168999999998 0.0 0.0 0.0 0.0
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