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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_DQN_with_PER_breakout/trace.csv
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@@ -1,206 +1,201 @@
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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187,1094.0,0.0,5405.0,5405.0,24.0,5405.0,0.9960607000001296,0.0,0.0,0.0,,,,0.005309448391199112,0.0024288027799276675,0.009552339091897009,0.0022252066992223267,0.00025,0.0,0.00025,0.00025,0.013168322,0.0051789037,0.022777317000000002,0.009071781999999999,,,,
188,1100.0,0.0,5429.0,5429.0,24.0,5429.0,0.9960391000001304,0.0,0.0,0.0,,,,0.0019279408792499454,0.0013847054493950266,0.004055381752550602,0.0004034019366372377,0.00025,0.0,0.00025,0.00025,0.014459627,0.0040916093,0.0186009,0.0066650133,,,,
189,1106.0,0.0,5453.0,5453.0,24.0,5453.0,0.9960175000001312,0.0,0.0,0.0,,,,0.0037268992513418203,0.0021765513169865087,0.0078115989454090595,0.0022103118244558573,0.00025,0.0,0.00025,0.00025,0.012331788,0.003089395,0.016937038,0.008840602,,,,
190,1112.0,0.0,5477.0,5477.0,24.0,5477.0,0.9959959000001318,0.0,0.0,0.0,,,,0.0037611553445458406,0.0007341941052129415,0.004368353169411421,0.002329946495592594,0.00025,0.0,0.00025,0.00025,0.009473445,0.0011691336,0.010990411,0.0074455617000000005,,,,
191,1118.0,0.0,5501.0,5501.0,24.0,5501.0,0.9959743000001324,0.0,0.0,0.0,,,,0.0034037931414786725,0.0023913979180026977,0.006211577448993921,0.00012054157559759918,0.00025,0.0,0.00025,0.00025,0.012682917,0.005345283,0.019581376,0.006273768000000001,,,,
192,1124.0,0.0,5525.0,5525.0,24.0,5525.0,0.9959527000001333,0.0,0.0,0.0,,,,0.0055765795521438115,0.003991129080238901,0.01303321961313486,0.0022382396273314953,0.00025,0.0,0.00025,0.00025,0.016693905,0.010871172,0.036990765,0.007861304,,,,
193,1130.0,0.0,5549.0,5549.0,24.0,5549.0,0.995931100000134,0.0,0.0,0.0,,,,0.003285086510004476,0.0027404612413798298,0.0076888464391231546,0.00033263349905610085,0.00025,0.0,0.00025,0.00025,0.014077818,0.003880745,0.01767664,0.0066078827000000005,,,,
194,1148.0,0.0,5621.0,5621.0,72.0,5621.0,0.995866300000136,1.0,1.0,0.0,,,,0.002255543289185666,0.0018462476682269398,0.0073486482724547395,0.00012641027569770813,0.00025,0.0,0.00025,0.00025,0.01184963,0.004136608,0.023422072000000002,0.0056286593999999995,,,,
195,1154.0,0.0,5645.0,5645.0,24.0,5645.0,0.9958447000001368,0.0,0.0,0.0,,,,0.0017258297477383167,0.000834806610588017,0.00222259433940053,6.708657019771636e-05,0.00025,0.0,0.00025,0.00025,0.008114418,0.0021073576,0.010298266,0.0048464173,,,,
196,1160.0,0.0,5669.0,5669.0,24.0,5669.0,0.9958231000001376,0.0,0.0,0.0,,,,0.0022438708707340988,0.001981403044886821,0.00455066142603755,2.3928805603645745e-05,0.00025,0.0,0.00025,0.00025,0.010249704,0.007082014,0.019782979,0.0029522774,,,,
197,1166.0,0.0,5693.0,5693.0,24.0,5693.0,0.9958015000001382,0.0,0.0,0.0,,,,0.0026841476836125372,0.0015853151965375687,0.00438231136649847,4.693716618930921e-05,0.00025,0.0,0.00025,0.00025,0.00982696,0.003120934,0.013152941000000001,0.0045251087,,,,
198,1172.0,0.0,5717.0,5717.0,24.0,5717.0,0.9957799000001388,0.0,0.0,0.0,,,,0.0026062686170917003,0.001982724201053189,0.006187935825437307,7.174009806476533e-05,0.00025,0.0,0.00025,0.00025,0.009448446,0.0048153433,0.018975593,0.005849544,,,,
199,1185.0,0.0,5769.0,5769.0,52.0,5769.0,0.9957331000001404,1.0,1.0,0.0,,,,0.0021436198221636005,0.0021619738739164615,0.006217861548066139,9.089243394555524e-05,0.0002500000000000001,5.421010862427521e-20,0.00025,0.00025,0.010696041000000002,0.00441447,0.023153697999999997,0.0061827633,,,,
200,1191.0,0.0,5793.0,5793.0,24.0,5793.0,0.9957115000001412,0.0,0.0,0.0,,,,0.003271492072963156,0.001998849054597981,0.005863131023943424,0.00010543486860115081,0.00025,0.0,0.00025,0.00025,0.012159804,0.0040369355,0.019044133,0.007573697700000001,,,,
201,1197.0,0.0,5817.0,5817.0,24.0,5817.0,0.995689900000142,0.0,0.0,0.0,,,,0.003815270634368062,0.0013017482403610973,0.005906153470277786,0.0022748589981347322,0.00025,0.0,0.00025,0.00025,0.0112627875,0.0014327542000000001,0.012976423999999999,0.0095055,,,,
202,1203.0,0.0,5841.0,5841.0,24.0,5841.0,0.9956683000001426,0.0,0.0,0.0,,,,0.0013958948955405505,0.0015275828932552874,0.004013810772448778,0.00020965246949344876,0.00025,0.0,0.00025,0.00025,0.011915137,0.00080958364,0.012919115,0.010545694,,,,
203,1209.0,0.0,5865.0,5865.0,24.0,5865.0,0.9956467000001432,0.0,0.0,0.0,,,,0.0017916793614858762,0.0015872465376201169,0.004397568292915821,7.723084127064794e-05,0.00025,0.0,0.00025,0.00025,0.009067012,0.0022108826999999998,0.011860387,0.006339619,,,,
204,1215.0,0.0,5889.0,5889.0,24.0,5889.0,0.9956251000001441,0.0,0.0,0.0,,,,0.003794884821400046,0.0019285373299011005,0.0063844891265034676,0.0021285698749125004,0.00025,0.0,0.00025,0.00025,0.012157698,0.0045316275,0.019563556,0.008241291,,,,
205,1221.0,0.0,5913.0,5913.0,24.0,5913.0,0.9956035000001447,0.0,0.0,0.0,,,,0.0037130288314074283,0.0019982337702633786,0.0073361024260520935,0.0022128454875200987,0.00025,0.0,0.00025,0.00025,0.01248735,0.0065245247,0.021591408,0.0054612826,,,,
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,,,,
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,,,,
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,,,,
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,,,,
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,,,,
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,,,,
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,,,,
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,,,,
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,,,,
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,,,,
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,,,,
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,,,,
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,,,,
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,,,,
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,,,,
38,6.0,0.0,1052.0,1052.0,24.0,1052.0,0.9999784000000008,0.0,0.0,0.0,,,,0.001137488721118037,0.0015802049951794779,0.004233837593346834,3.3983444154728204e-05,0.00025,0.0,0.00025,0.00025,0.03501395,0.05771509,0.16362426,0.0029416026,0.0,0.0,0.0,0.0,,,,
39,12.0,0.0,1076.0,1076.0,24.0,1076.0,0.9999568000000014,0.0,0.0,0.0,,,,0.0013641660758973255,0.0018154265806090515,0.004208915401250124,6.161748024169356e-05,0.00025,0.0,0.00025,0.00025,0.012085135,0.006060648199999999,0.020885691,0.0063663090000000006,0.0,0.0,0.0,0.0,,,,
40,18.0,0.0,1100.0,1100.0,24.0,1100.0,0.999935200000002,0.0,0.0,0.0,,,,0.00015327245394776887,3.1226644171339224e-05,0.0002078180405078456,0.0001068393758032471,0.00025,0.0,0.00025,0.00025,0.012113878,0.0014935889000000002,0.014793963,0.010432624,0.0,0.0,0.0,0.0,,,,
41,36.0,0.0,1170.0,1170.0,70.0,1170.0,0.9998722000000042,1.0,1.0,0.0,,,,0.0007802407182882436,0.0010352380008222665,0.003161082975566387,3.2610987545922403e-06,0.00025,0.0,0.00025,0.00025,0.005777442,0.0042849416,0.013682234,0.0006044756,0.4632442156281665,0.4189166060043126,1.0,0.0,,,,
42,42.0,0.0,1194.0,1194.0,24.0,1194.0,0.9998506000000048,0.0,0.0,0.0,,,,0.001887167833653317,0.0015535239722850233,0.004321760032325983,3.452247256063856e-05,0.00025,0.0,0.00025,0.00025,0.00925117,0.0036969068,0.014550565,0.0041789520000000005,0.0,0.0,0.0,0.0,,,,
43,48.0,0.0,1218.0,1218.0,24.0,1218.0,0.9998290000000056,0.0,0.0,0.0,,,,0.004912851261906326,0.001832433570171836,0.008083024993538857,0.0019856307189911604,0.00025,0.0,0.00025,0.00025,0.01761577,0.0063520176,0.02874897,0.009769772,0.0,0.0,0.0,0.0,,,,
44,54.0,0.0,1242.0,1242.0,24.0,1242.0,0.9998074000000065,0.0,0.0,0.0,,,,0.006372971227392554,0.000813344075599696,0.007380685769021511,0.004719453863799572,0.00025,0.0,0.00025,0.00025,0.02778034,0.004481643400000001,0.03392005,0.021820078,0.0,0.0,0.0,0.0,,,,
45,60.0,0.0,1266.0,1266.0,24.0,1266.0,0.9997858000000072,0.0,0.0,0.0,,,,0.003887207053291301,0.0020522699846537104,0.007407181430608034,0.0010695201344788074,0.00025,0.0,0.00025,0.00025,0.026407694,0.00923416,0.040873498,0.014864331000000001,0.0,0.0,0.0,0.0,,,,
46,84.0,0.0,1364.0,1364.0,98.0,1364.0,0.99969760000001,2.0,2.0,0.0,,,,0.002960306151180703,0.0016799457612583202,0.006508651189506054,0.00012096219143131748,0.00025,0.0,0.00025,0.00025,0.013131575,0.005246286,0.025157975,0.0049151136,0.6233812903884846,0.5116302936907763,1.5989560064661612,0.0,,,,
47,90.0,0.0,1388.0,1388.0,24.0,1388.0,0.9996760000000108,0.0,0.0,0.0,,,,0.003608340300464382,0.001513391427436914,0.006119143683463335,0.0016592979663982987,0.00025,0.0,0.00025,0.00025,0.014899686,0.002190675,0.018909603,0.011508921,0.0,0.0,0.0,0.0,,,,
48,96.0,0.0,1412.0,1412.0,24.0,1412.0,0.9996544000000114,0.0,0.0,0.0,,,,0.005153898343754311,0.0018212406955354856,0.007986797019839287,0.001976825064048171,0.00025,0.0,0.00025,0.00025,0.015155189,0.0056824745,0.025543164,0.009547617,0.0,0.0,0.0,0.0,,,,
49,102.0,0.0,1436.0,1436.0,24.0,1436.0,0.999632800000012,0.0,0.0,0.0,,,,0.0016917499257639672,0.0009780771044812845,0.003257078817114234,0.0003751769254449755,0.00025,0.0,0.00025,0.00025,0.017887238,0.0039887640000000005,0.024141999,0.013093,0.0,0.0,0.0,0.0,,,,
50,108.0,0.0,1460.0,1460.0,24.0,1460.0,0.9996112000000128,0.0,0.0,0.0,,,,0.00289335169751818,0.0012840395701383875,0.004675478674471378,0.0016357462154701352,0.00025,0.0,0.00025,0.00025,0.008540773,0.0023899006,0.010718798,0.005219263,0.0,0.0,0.0,0.0,,,,
51,114.0,0.0,1484.0,1484.0,24.0,1484.0,0.9995896000000136,0.0,0.0,0.0,,,,0.0021073004948751377,0.0016334896658536855,0.004340183921158314,0.00013006204972043633,0.00025,0.0,0.00025,0.00025,0.010961098,0.004262585,0.015934985,0.0038004506,0.0,0.0,0.0,0.0,,,,
52,120.0,0.0,1508.0,1508.0,24.0,1508.0,0.9995680000000142,0.0,0.0,0.0,,,,0.001516456048799834,0.0010917366849482783,0.003262167563661933,0.00013461920025292784,0.00025,0.0,0.00025,0.00025,0.010299675999999999,0.0015108456,0.012250383,0.007775066999999999,0.0,0.0,0.0,0.0,,,,
53,126.0,0.0,1532.0,1532.0,24.0,1532.0,0.9995464000000148,0.0,0.0,0.0,,,,0.002559467073297128,0.0015632426837640392,0.005107088480144739,0.00013162411050871015,0.00025,0.0,0.00025,0.00025,0.010957293,0.0019192494,0.01421703,0.008399429,0.0,0.0,0.0,0.0,,,,
54,132.0,0.0,1556.0,1556.0,24.0,1556.0,0.9995248000000156,0.0,0.0,0.0,,,,0.002192970130029911,0.0014575824197335693,0.004843533970415592,9.67938540270552e-05,0.00025,0.0,0.00025,0.00025,0.00923957,0.00438951,0.018280118999999997,0.004999661,0.0,0.0,0.0,0.0,,,,
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198,1215.0,0.0,5887.0,5887.0,24.0,5887.0,0.9956269000001441,0.0,0.0,0.0,,,,0.002006918780656027,0.0024016974100401307,0.0064261090010404595,3.028403079952113e-05,0.00025,0.0,0.00025,0.00025,0.0073265913,0.005945041999999999,0.01922442,0.0023537579,0.0,0.0,0.0,0.0,,,,
199,1221.0,0.0,5911.0,5911.0,24.0,5911.0,0.9956053000001448,0.0,0.0,0.0,,,,0.0025114542222581804,0.0010026219742411849,0.0038707209751009937,0.0012786908773705365,0.00025,0.0,0.00025,0.00025,0.0082240645,0.0030956578,0.012823033999999999,0.0033161948,0.0,0.0,0.0,0.0,,,,
200,1227.0,0.0,5935.0,5935.0,24.0,5935.0,0.9955837000001454,0.0,0.0,0.0,,,,0.00224786977438877,0.0007715263817350673,0.003439388703554869,0.0012071949895471337,0.00025,0.0,0.00025,0.00025,0.006814035,0.0021669858,0.010036556,0.0039820545,0.0,0.0,0.0,0.0,,,,
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 0.9999784000000008 0.0 0.0 0.0 0.0019850523882875373 0.001137488721118037 0.0020604494811317427 0.0015802049951794779 0.004954149946570396 0.004233837593346834 4.171885666437447e-05 3.3983444154728204e-05 0.00025 0.0 0.00025 0.00025 0.04553854 0.03501395 0.07382143 0.05771509 0.21004342 0.16362426 0.0060704025 0.0029416026 0.0 0.0 0.0 0.0
40 39 12.0 0.0 1076.0 1076.0 24.0 1076.0 0.9999568000000014 0.0 0.0 0.0 0.0015914997978446386 0.0013641660758973255 0.002004255392570104 0.0018154265806090515 0.004459970165044068 0.004208915401250124 0.00014605463366024196 6.161748024169356e-05 0.00025 0.0 0.00025 0.00025 0.015126933 0.012085135 0.0030786834999999998 0.006060648199999999 0.020306328000000002 0.020885691 0.011903189 0.0063663090000000006 0.0 0.0 0.0 0.0
41 40 18.0 0.0 1100.0 1100.0 24.0 1100.0 0.999935200000002 0.0 0.0 0.0 0.00014985058805905282 0.00015327245394776887 4.033954915925164e-05 3.1226644171339224e-05 0.00021301323431544009 0.0002078180405078456 7.88889592513442e-05 0.0001068393758032471 0.00025 0.0 0.00025 0.00025 0.012553185 0.012113878 0.0024515684 0.0014935889000000002 0.016516704 0.014793963 0.008514348 0.010432624 0.0 0.0 0.0 0.0
42 41 36.0 0.0 1170.0 1170.0 70.0 1170.0 0.9998722000000042 1.0 1.0 0.0 0.0009040713646552627 0.0007802407182882436 0.0013146374137762125 0.0010352380008222665 0.004107768181711435 0.003161082975566387 2.3586371753481217e-06 3.2610987545922403e-06 0.00025 0.0 0.00025 0.00025 0.006509809300000001 0.005777442 0.0061955885 0.0042849416 0.019540131000000002 0.013682234 0.00062544533 0.0006044756 0.4632442156281665 0.4189166060043126 1.0 0.0
43 42 42.0 0.0 1194.0 1194.0 24.0 1194.0 0.9998506000000048 0.0 0.0 0.0 0.0026568126025570873 0.001887167833653317 0.0014950342707794905 0.0015535239722850233 0.004883581306785345 0.004321760032325983 1.939186768140644e-05 3.452247256063856e-05 0.00025 0.0 0.00025 0.00025 0.011980285 0.00925117 0.005651929 0.0036969068 0.02262111 0.014550565 0.0034103033 0.0041789520000000005 0.0 0.0 0.0 0.0
44 43 48.0 0.0 1218.0 1218.0 24.0 1218.0 0.9998290000000056 0.0 0.0 0.0 0.0036290829302743077 0.004912851261906326 0.002312944333731725 0.001832433570171836 0.008551269769668579 0.008083024993538857 0.0021120330784469843 0.0019856307189911604 0.00025 0.0 0.00025 0.00025 0.014404374 0.01761577 0.007137131999999999 0.0063520176 0.030077862 0.02874897 0.008744266 0.009769772 0.0 0.0 0.0 0.0
45 44 54.0 0.0 1242.0 1242.0 24.0 1242.0 0.9998074000000065 0.0 0.0 0.0 0.007685251999646425 0.006372971227392554 0.001904316445828036 0.000813344075599696 0.011145263910293579 0.007380685769021511 0.004845120944082737 0.004719453863799572 0.00025 0.0 0.00025 0.00025 0.022248032 0.02778034 0.009855183 0.004481643400000001 0.040734086 0.03392005 0.014786332 0.021820078 0.0 0.0 0.0 0.0
46 45 60.0 0.0 1266.0 1266.0 24.0 1266.0 0.9997858000000072 0.0 0.0 0.0 0.0043302812458326425 0.003887207053291301 0.0009725595536202168 0.0020522699846537104 0.005849423352628946 0.007407181430608034 0.0030420860275626183 0.0010695201344788074 0.00025 0.0 0.00025 0.00025 0.026597412 0.026407694 0.010719528 0.00923416 0.042784672 0.040873498 0.014862835 0.014864331000000001 0.0 0.0 0.0 0.0
47 46 84.0 0.0 1364.0 1364.0 98.0 1364.0 0.99969760000001 2.0 2.0 0.0 0.0036770573045335673 0.002960306151180703 0.002220614357252888 0.0016799457612583202 0.008694345131516457 0.006508651189506054 0.00011099123366875574 0.00012096219143131748 0.00025 0.0 0.00025 0.00025 0.01630168 0.013131575 0.006246215 0.005246286 0.027322646000000003 0.025157975 0.0058801905 0.0049151136 0.6233812903884846 0.5116302936907763 1.5989560064661612 0.0
48 47 90.0 0.0 1388.0 1388.0 24.0 1388.0 0.9996760000000108 0.0 0.0 0.0 0.005212720405931274 0.003608340300464382 0.002519824034592841 0.001513391427436914 0.008643308654427528 0.006119143683463335 0.002473171800374985 0.0016592979663982987 0.00025 0.0 0.00025 0.00025 0.019073423 0.014899686 0.004891269 0.002190675 0.025478587 0.018909603 0.012581353 0.011508921 0.0 0.0 0.0 0.0
49 48 96.0 0.0 1412.0 1412.0 24.0 1412.0 0.9996544000000114 0.0 0.0 0.0 0.005311574971225735 0.005153898343754311 0.0022532062061694593 0.0018212406955354856 0.007735770661383867 0.007986797019839287 0.0007090304861776531 0.001976825064048171 0.00025 0.0 0.00025 0.00025 0.020438073 0.015155189 0.0059619932 0.0056824745 0.029764729 0.025543164 0.013745065 0.009547617 0.0 0.0 0.0 0.0
50 49 102.0 0.0 1436.0 1436.0 24.0 1436.0 0.999632800000012 0.0 0.0 0.0 0.0020918668451486155 0.0016917499257639672 0.0021415076162538504 0.0009780771044812845 0.006498144008219242 0.003257078817114234 0.00028905158978886897 0.0003751769254449755 0.00025 0.0 0.00025 0.00025 0.016490575 0.017887238 0.0051290434999999995 0.0039887640000000005 0.025319823999999998 0.024141999 0.008822397 0.013093 0.0 0.0 0.0 0.0
51 50 108.0 0.0 1460.0 1460.0 24.0 1460.0 0.9996112000000128 0.0 0.0 0.0 0.004349708816638061 0.00289335169751818 0.00328399214897078 0.0012840395701383875 0.010141693986952305 0.004675478674471378 0.00011804087262135 0.0016357462154701352 0.00025 0.0 0.00025 0.00025 0.016559502 0.008540773 0.00702497 0.0023899006 0.02547644 0.010718798 0.008120439 0.005219263 0.0 0.0 0.0 0.0
52 51 114.0 0.0 1484.0 1484.0 24.0 1484.0 0.9995896000000136 0.0 0.0 0.0 0.003496357829135377 0.0021073004948751377 0.003050153843953672 0.0016334896658536855 0.008331400342285633 0.004340183921158314 8.555568638257682e-05 0.00013006204972043633 0.00025 0.0 0.00025 0.00025 0.013663317 0.010961098 0.00633514 0.004262585 0.02280186 0.015934985 0.007081554300000001 0.0038004506 0.0 0.0 0.0 0.0
53 52 120.0 0.0 1508.0 1508.0 24.0 1508.0 0.9995680000000142 0.0 0.0 0.0 0.002628335603124773 0.001516456048799834 0.001905596389025632 0.0010917366849482783 0.004468685947358608 0.003262167563661933 0.00013912463327869773 0.00013461920025292784 0.00025 0.0 0.00025 0.00025 0.010870329 0.010299675999999999 0.0022457545 0.0015108456 0.014118106000000002 0.012250383 0.0074897343 0.007775066999999999 0.0 0.0 0.0 0.0
54 53 126.0 0.0 1532.0 1532.0 24.0 1532.0 0.9995464000000148 0.0 0.0 0.0 0.004598486819304526 0.002559467073297128 0.0017316744633379055 0.0015632426837640392 0.006566042080521584 0.005107088480144739 0.0023155829403549433 0.00013162411050871015 0.00025 0.0 0.00025 0.00025 0.015783206 0.010957293 0.004299598 0.0019192494 0.021902 0.01421703 0.011205421 0.008399429 0.0 0.0 0.0 0.0
55 54 132.0 0.0 1556.0 1556.0 24.0 1556.0 0.9995248000000156 0.0 0.0 0.0 0.003223756890899191 0.002192970130029911 0.0027333167950797355 0.0014575824197335693 0.008215202949941158 0.004843533970415592 0.0002796995104290545 9.67938540270552e-05 0.00025 0.0 0.00025 0.00025 0.0122912 0.00923957 0.0047846385 0.00438951 0.019984286 0.018280118999999997 0.006207133 0.004999661 0.0 0.0 0.0 0.0
56 55 138.0 0.0 1580.0 1580.0 24.0 1580.0 0.9995032000000164 0.0 0.0 0.0 0.0036640500184148546 0.002248974633403123 0.0014403353215331773 0.0006776568782708885 0.0059042368084192285 0.003354800632223487 0.002214867854490876 0.0016852503176778555 0.00025 0.0 0.00025 0.00025 0.011121872 0.010224539 0.002216854 0.002102813 0.01465978 0.014158276000000001 0.007526471999999999 0.007525507 0.0 0.0 0.0 0.0
57 56 144.0 0.0 1604.0 1604.0 24.0 1604.0 0.9994816000000172 0.0 0.0 0.0 0.0033107059716712683 0.002177267883477422 0.0021578133276324352 0.0014251329781732722 0.0059826793149113655 0.0046965954825282106 0.0003564888029359281 0.00018450073548592627 0.00025 0.0 0.00025 0.00025 0.015546286999999999 0.008788308 0.0032366393 0.00153755 0.020129543 0.010981593999999999 0.011076115 0.0067143346999999996 0.0 0.0 0.0 0.0
58 57 150.0 0.0 1628.0 1628.0 24.0 1628.0 0.9994600000000178 0.0 0.0 0.0 0.0028694485808955505 0.0029993217358423863 0.002647715189567409 0.002679500345692803 0.007874107919633389 0.0075530363246798515 0.0001583684352226555 9.078162111109124e-05 0.00025 0.0 0.00025 0.00025 0.013718731000000001 0.012489785 0.006575374399999999 0.0078632245 0.023909446 0.029174412 0.0063665234 0.0063420622999999995 0.0 0.0 0.0 0.0
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