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trace tests update

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This commit is contained in:
Shadi Endrawis
2018-10-02 17:55:16 +03:00
parent 51726a5b80
commit f7990d4003
79 changed files with 10105 additions and 9539 deletions
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354
rl_coach/traces/CartPole_PG/trace.csv
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@@ -47,170 +47,190 @@ Episode #,Training Iter,In Heatup,ER #Transitions,ER #Episodes,Episode Length,To
46,0.0,1.0,10.0,1.0,10.0,996.0,0.0,,,0.0,,,,,,,,,,,,,,,,0.02669127129358223,0.013661969731348278,0.04780896249559776,0.005,,,,,,,,,,,,
47,0.0,1.0,17.0,1.0,17.0,1013.0,0.0,,,0.0,,,,,,,,,,,,,,,,0.042687533676728284,0.02251082658499651,0.07852840330803658,0.005,,,,,,,,,,,,
48,0.0,1.0,32.0,1.0,32.0,1045.0,0.0,,,0.0,,,,,,,,,,,,,,,,0.07457895718480484,0.039443078440873545,0.13750983202107314,0.005,,,,,,,,,,,,
49,0.0,0.0,37.0,1.0,37.0,1082.0,0.0,0.18500000000000008,37.0,0.0,,,,,,,,,,,,,,,,0.08453323650052327,0.04453153900608736,0.15527545706546098,0.005,0.69313276,2.5925454e-05,0.69314694,0.69301486,,,,,,,,
50,1.0,0.0,9.0,1.0,9.0,1091.0,0.0,0.045,9.0,0.0,,,,,,,,,,,,,,,,0.024344861160024947,0.0123422783916159,0.04324137625817955,0.005,0.6929763000000001,0.00014662818,0.6931467,0.6927138,,,,,,,,
51,2.0,0.0,13.0,1.0,13.0,1104.0,0.0,0.06499999999999999,13.0,0.0,,,,,,,,,,,,,,,,0.033637741419147334,0.017534929825633462,0.06123948850051601,0.005,0.69283605,0.00025266537,0.69314563,0.69228995,,,,,,,,
52,3.0,0.0,33.0,1.0,33.0,1137.0,0.0,0.16500000000000006,33.0,0.0,,,,,,,,,,,,,,,,0.07659579889741265,0.040481812190667515,0.1411347337008624,0.005,0.6931009,6.64285e-05,0.69314694,0.69289523,,,,,,,,
53,4.0,0.0,40.0,1.0,40.0,1177.0,0.0,0.2000000000000001,40.0,0.0,,,,,,,,,,,,,,,,0.09035255122997962,0.04746120936096432,0.1655141207151597,0.005,0.6930386,0.00013098295,0.69314635,0.6926919,,,,,,,,
54,5.0,0.0,16.0,1.0,16.0,1193.0,0.0,0.08,16.0,0.0,,,,,,,,,,,,,,,,0.04044747932477151,0.02128626449475752,0.07427111445256218,0.005,0.6930996,6.0807215e-05,0.69314694,0.69294083,,,,,,,,
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56,7.0,0.0,12.0,1.0,12.0,1224.0,0.0,0.05999999999999999,12.0,0.0,,,,,,,,,,,,,,,,0.03133759582903328,0.016257855673222694,0.056807564141935364,0.005,0.69236326,0.0005509382499999999,0.6931429,0.6912253,,,,,,,,
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65,16.0,0.0,32.0,1.0,32.0,1449.0,0.0,0.16000000000000006,32.0,0.0,,,,,,,,,,,,,,,,0.07457895718480484,0.039443078440873545,0.13750983202107314,0.005,0.69308555,0.00010264533000000001,0.6931469,0.69273835,,,,,,,,
66,17.0,0.0,15.0,1.0,15.0,1464.0,0.0,0.075,15.0,0.0,,,,,,,,,,,,,,,,0.03819257031625213,0.02004889587224851,0.06997082267935574,0.005,0.69198895,0.0010833574,0.6931149000000001,0.6897814,,,,,,,,
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69,20.0,0.0,20.0,1.0,20.0,1520.0,0.0,0.10000000000000002,20.0,0.0,,,,,,,,,,,,,,,,0.049319670553146414,0.02610938697149644,0.09104653120138456,0.005,0.6929175,0.00037027703,0.69314694,0.69191194,,,,,,,,
70,21.0,0.0,12.0,1.0,12.0,1532.0,0.0,0.05999999999999999,12.0,0.0,,,,,,,,,,,,,,,,0.03133759582903328,0.016257855673222694,0.056807564141935364,0.005,0.68988967,0.0036025522,0.6930810000000001,0.68170035,,,,,,,,
71,22.0,0.0,23.0,1.0,23.0,1555.0,0.0,0.11500000000000005,23.0,0.0,,,,,,,,,,,,,,,,0.055822045233084684,0.02959841778336178,0.10319285817817224,0.005,0.691284,0.0015936467999999998,0.6930604,0.68667173,,,,,,,,
72,23.0,0.0,17.0,1.0,17.0,1572.0,0.0,0.085,17.0,0.0,,,,,,,,,,,,,,,,0.042687533676728284,0.02251082658499651,0.07852840330803658,0.005,0.68996465,0.002861568,0.69310546,0.6835817,,,,,,,,
73,24.0,0.0,10.0,1.0,10.0,1582.0,0.0,0.05,10.0,0.0,,,,,,,,,,,,,,,,0.02669127129358223,0.013661969731348278,0.04780896249559776,0.005,0.6930915,6.744671e-05,0.6931468000000001,0.69293743,,,,,,,,
74,25.0,0.0,18.0,1.0,18.0,1600.0,0.0,0.09000000000000001,18.0,0.0,,,,,,,,,,,,,,,,0.04491284398774094,0.023722760004486008,0.0827431192749562,0.005,0.6930715999999999,0.00019489675,0.6931468000000001,0.69227797,,,,,,,,
75,26.0,0.0,16.0,1.0,16.0,1616.0,0.0,0.08,16.0,0.0,,,,,,,,,,,,,,,,0.04044747932477151,0.02128626449475752,0.07427111445256218,0.005,0.68769026,0.0051336233,0.6931411999999999,0.67800665,,,,,,,,
76,27.0,0.0,68.0,1.0,68.0,1684.0,0.0,0.3400000000000002,68.0,0.0,,,,,,,,,,,,,,,,0.13958605139647004,0.07082279112614755,0.24755705560646504,0.005,0.6910758,0.0029703890000000004,0.69314694,0.68119854,,,,,,,,
77,28.0,0.0,23.0,1.0,23.0,1707.0,0.0,0.11500000000000005,23.0,0.0,,,,,,,,,,,,,,,,0.055822045233084684,0.02959841778336178,0.10319285817817224,0.005,0.69262636,0.0007498360400000001,0.69314694,0.68989855,,,,,,,,
78,29.0,0.0,21.0,1.0,21.0,1728.0,0.0,0.10500000000000002,21.0,0.0,,,,,,,,,,,,,,,,0.05150140366439518,0.027284379532033533,0.09513606588937072,0.005,0.6901168000000001,0.0024314758,0.6931169,0.6839361999999999,,,,,,,,
79,30.0,0.0,46.0,1.0,46.0,1774.0,0.0,0.2300000000000001,46.0,0.0,,,,,,,,,,,,,,,,0.10165803792521756,0.053055207415883834,0.18508818439838373,0.005,0.6925654,0.0010510095,0.6931469,0.6889734000000001,,,,,,,,
80,31.0,0.0,29.0,1.0,29.0,1803.0,0.0,0.14500000000000005,29.0,0.0,,,,,,,,,,,,,,,,0.06844891963496623,0.036262068467195714,0.1264139528342018,0.005,0.68961966,0.005471813000000001,0.6931458,0.6749475,,,,,,,,
81,32.0,0.0,26.0,1.0,26.0,1829.0,0.0,0.13000000000000006,26.0,0.0,,,,,,,,,,,,,,,,0.062197527590584126,0.032981544845425315,0.11497842709742236,0.005,0.68921095,0.0062731919999999995,0.6931469,0.67193735,,,,,,,,
82,33.0,0.0,12.0,1.0,12.0,1841.0,0.0,0.05999999999999999,12.0,0.0,,,,,,,,,,,,,,,,0.03133759582903328,0.016257855673222694,0.056807564141935364,0.005,0.6866796,0.0036908118,0.692809,0.6787926999999999,,,,,,,,
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109,60.0,0.0,21.0,1.0,21.0,2544.0,0.0,0.10500000000000002,21.0,0.0,,,,,,,,,,,,,,,,0.05150140366439518,0.027284379532033533,0.09513606588937072,0.005,0.69214207,0.000947198,0.69307923,0.68935704,,,,,,,,
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212,163.0,0.0,25.0,1.0,25.0,5188.0,0.0,0.12500000000000006,25.0,0.0,,,,,,,,,,,,,,,,0.060086291610310615,0.031865394096605694,0.1110893203004266,0.005,0.6676506,0.022988062000000004,0.69306463,0.60955495,,,,,,,,
213,164.0,0.0,57.0,1.0,57.0,5245.0,0.0,0.2850000000000001,57.0,0.0,,,,,,,,,,,,,,,,0.12128608644549467,0.0624489738253126,0.21804740477380607,0.005,0.68243134,0.011812316000000002,0.6931133,0.6433188,,,,,,,,
214,165.0,0.0,22.0,1.0,22.0,5267.0,0.0,0.11000000000000004,22.0,0.0,,,,,,,,,,,,,,,,0.05366882646285343,0.02844734535364565,0.09918470523047698,0.005,0.66530186,0.026477723999999998,0.6922096,0.5982996,,,,,,,,
215,166.0,0.0,28.0,1.0,28.0,5295.0,0.0,0.14000000000000004,28.0,0.0,,,,,,,,,,,,,,,,0.06637873987785067,0.035179766690898784,0.12264035639818364,0.005,0.6781763000000001,0.015865501,0.6931274000000001,0.6280806999999999,,,,,,,,
216,167.0,0.0,45.0,1.0,45.0,5340.0,0.0,0.2250000000000001,45.0,0.0,,,,,,,,,,,,,,,,0.09980403467025832,0.052146814637499095,0.1819072569680644,0.005,0.68004644,0.016511802,0.69313776,0.62346506,,,,,,,,
217,168.0,0.0,36.0,1.0,36.0,5376.0,0.0,0.18000000000000008,36.0,0.0,,,,,,,,,,,,,,,,0.08256817481816388,0.04353468290208385,0.1517933909752131,0.005,0.67441493,0.016767705,0.69314396,0.6316068,,,,,,,,
218,169.0,0.0,13.0,1.0,13.0,5389.0,0.0,0.06499999999999999,13.0,0.0,,,,,,,,,,,,,,,,0.033637741419147334,0.017534929825633462,0.06123948850051601,0.005,0.6288524999999999,0.050282303,0.69274855,0.52891535,,,,,,,,
219,170.0,0.0,134.0,1.0,134.0,5523.0,0.0,0.6700000000000005,134.0,0.0,,,,,,,,,,,,,,,,0.22667336073281685,0.10470719788102684,0.3699572693111368,0.005,0.68338263,0.011578742,0.6931468000000001,0.6391895000000001,,,,,,,,
220,171.0,0.0,40.0,1.0,40.0,5563.0,0.0,0.2000000000000001,40.0,0.0,,,,,,,,,,,,,,,,0.09035255122997962,0.04746120936096432,0.1655141207151597,0.005,0.6703498999999999,0.023803635,0.69313926,0.5974218000000001,,,,,,,,
221,172.0,0.0,16.0,1.0,16.0,5579.0,0.0,0.08,16.0,0.0,,,,,,,,,,,,,,,,0.04044747932477151,0.02128626449475752,0.07427111445256218,0.005,0.66998124,0.017810928,0.69314563,0.6320256999999999,,,,,,,,
222,173.0,0.0,39.0,1.0,39.0,5618.0,0.0,0.1950000000000001,39.0,0.0,,,,,,,,,,,,,,,,0.08842533149959039,0.04649470368874317,0.1621354754698583,0.005,0.6803998,0.013529215,0.6931411999999999,0.6346646,,,,,,,,
223,174.0,0.0,27.0,1.0,27.0,5645.0,0.0,0.13500000000000004,27.0,0.0,,,,,,,,,,,,,,,,0.06429497630302354,0.0340862968900576,0.11882864282644813,0.005,0.6806053000000001,0.019469353999999998,0.6931461999999999,0.60199785,,,,,,,,
224,175.0,0.0,11.0,1.0,11.0,5656.0,0.0,0.054999999999999986,11.0,0.0,,,,,,,,,,,,,,,,0.029022144164224006,0.014966996075313928,0.052330872870641774,0.005,0.6381876999999999,0.043215822,0.6923253,0.57045674,,,,,,,,
225,176.0,0.0,60.0,1.0,60.0,5716.0,0.0,0.30000000000000016,60.0,0.0,,,,,,,,,,,,,,,,0.12640422997237818,0.06482939313587711,0.22642167880461925,0.005,0.6850004,0.010257562,0.6931441999999999,0.64105535,,,,,,,,
226,177.0,0.0,34.0,1.0,34.0,5750.0,0.0,0.17000000000000007,34.0,0.0,,,,,,,,,,,,,,,,0.07859955146995502,0.041509921651436785,0.1447233863638538,0.005,0.67115456,0.016433036,0.69309515,0.63173664,,,,,,,,
227,178.0,0.0,38.0,1.0,38.0,5788.0,0.0,0.19000000000000009,38.0,0.0,,,,,,,,,,,,,,,,0.08648559086879386,0.045518179563016486,0.15872270249480636,0.005,0.67043066,0.027362006,0.6931058000000001,0.58314306,,,,,,,,
228,179.0,0.0,38.0,1.0,38.0,5826.0,0.0,0.19000000000000009,38.0,0.0,,,,,,,,,,,,,,,,0.08648559086879386,0.045518179563016486,0.15872270249480636,0.005,0.66755414,0.02198249,0.6931016999999999,0.60223943,,,,,,,,
229,180.0,0.0,21.0,1.0,21.0,5847.0,0.0,0.10500000000000002,21.0,0.0,,,,,,,,,,,,,,,,0.05150140366439518,0.027284379532033533,0.09513606588937072,0.005,0.6548291,0.023025278,0.69238377,0.61407256,,,,,,,,
230,181.0,0.0,14.0,1.0,14.0,5861.0,0.0,0.06999999999999999,14.0,0.0,,,,,,,,,,,,,,,,0.035922695147459015,0.01879852463102244,0.06562709361551085,0.005,0.6568645000000001,0.031851467,0.6929269,0.59340835,,,,,,,,
231,182.0,0.0,13.0,1.0,13.0,5874.0,0.0,0.06499999999999999,13.0,0.0,,,,,,,,,,,,,,,,0.033637741419147334,0.017534929825633462,0.06123948850051601,0.005,0.6313131999999999,0.03895235,0.6923621999999999,0.5549979,,,,,,,,
232,183.0,0.0,20.0,1.0,20.0,5894.0,0.0,0.10000000000000002,20.0,0.0,,,,,,,,,,,,,,,,0.049319670553146414,0.02610938697149644,0.09104653120138456,0.005,0.63083696,0.057199337,0.6930170999999999,0.525997,,,,,,,,
233,184.0,0.0,18.0,1.0,18.0,5912.0,0.0,0.09000000000000001,18.0,0.0,,,,,,,,,,,,,,,,0.04491284398774094,0.023722760004486008,0.0827431192749562,0.005,0.6593806,0.03301626,0.6931368,0.5828685,,,,,,,,
234,185.0,0.0,39.0,1.0,39.0,5951.0,0.0,0.1950000000000001,39.0,0.0,,,,,,,,,,,,,,,,0.08842533149959039,0.04649470368874317,0.1621354754698583,0.005,0.6789911999999999,0.01352521,0.69314694,0.6466755999999999,,,,,,,,
235,186.0,0.0,47.0,1.0,47.0,5998.0,0.0,0.2350000000000001,47.0,0.0,,,,,,,,,,,,,,,,0.10350014993860444,0.05395423827762871,0.18823730255439988,0.005,0.6754326999999999,0.022059182000000004,0.6927123000000001,0.59076184,,,,,,,,
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 Entropy/Mean Entropy/Stdev Entropy/Max Entropy/Min Returns Mean/Mean Returns Mean/Stdev Returns Mean/Max Returns Mean/Min Returns Variance/Mean Returns Variance/Stdev Returns Variance/Max Returns Variance/Min
47 46 0.0 1.0 10.0 1.0 10.0 996.0 0.0 0.0 0.02669127129358223 0.013661969731348278 0.04780896249559776 0.005
48 47 0.0 1.0 17.0 1.0 17.0 1013.0 0.0 0.0 0.042687533676728284 0.02251082658499651 0.07852840330803658 0.005
49 48 0.0 1.0 32.0 1.0 32.0 1045.0 0.0 0.0 0.07457895718480484 0.039443078440873545 0.13750983202107314 0.005
50 49 0.0 0.0 37.0 22.0 1.0 37.0 22.0 1082.0 1067.0 0.0 0.18500000000000008 0.11000000000000004 37.0 22.0 0.0 0.08453323650052327 0.05366882646285343 0.04453153900608736 0.02844734535364565 0.15527545706546098 0.09918470523047698 0.005 0.69313276 0.6827503 2.5925454e-05 0.014980286 0.69314694 0.6931411999999999 0.69301486 0.6378243
51 50 1.0 0.0 9.0 31.0 1.0 9.0 31.0 1091.0 1098.0 0.0 0.045 0.15500000000000005 9.0 31.0 0.0 0.024344861160024947 0.07254892896428006 0.0123422783916159 0.03839361485936839 0.04324137625817955 0.13384831517280116 0.005 0.6929763000000001 0.66288996 0.00014662818 0.05030232 0.6931467 0.69314694 0.6927138 0.5075989000000001
52 51 2.0 0.0 13.0 32.0 1.0 13.0 32.0 1104.0 1130.0 0.0 0.06499999999999999 0.16000000000000006 13.0 32.0 0.0 0.033637741419147334 0.07457895718480484 0.017534929825633462 0.039443078440873545 0.06123948850051601 0.13750983202107314 0.005 0.69283605 0.6879749 0.00025266537 0.007528458000000001 0.69314563 0.6931293000000001 0.69228995 0.66639304
53 52 3.0 0.0 33.0 10.0 1.0 33.0 10.0 1137.0 1140.0 0.0 0.16500000000000006 0.05 33.0 10.0 0.0 0.07659579889741265 0.02669127129358223 0.040481812190667515 0.013661969731348278 0.1411347337008624 0.04780896249559776 0.005 0.6931009 0.6929605999999999 6.64285e-05 0.0001281314 0.69314694 0.69314396 0.69289523 0.6927506
54 53 4.0 0.0 40.0 11.0 1.0 40.0 11.0 1177.0 1151.0 0.0 0.2000000000000001 0.054999999999999986 40.0 11.0 0.0 0.09035255122997962 0.029022144164224006 0.04746120936096432 0.014966996075313928 0.1655141207151597 0.052330872870641774 0.005 0.6930386 0.66875917 0.00013098295 0.024851457999999996 0.69314635 0.6931278000000001 0.6926919 0.613336
55 54 5.0 0.0 16.0 20.0 1.0 16.0 20.0 1193.0 1171.0 0.0 0.08 0.10000000000000002 16.0 20.0 0.0 0.04044747932477151 0.049319670553146414 0.02128626449475752 0.02610938697149644 0.07427111445256218 0.09104653120138456 0.005 0.6930996 0.6929801 6.0807215e-05 0.00034214072999999996 0.69314694 0.69314086 0.69294083 0.69184124
56 55 6.0 0.0 19.0 9.0 1.0 19.0 9.0 1212.0 1180.0 0.0 0.095 0.045 19.0 9.0 0.0 0.04712351999271282 0.024344861160024947 0.024922228920121338 0.0123422783916159 0.08691568808220664 0.04324137625817955 0.005 0.6927683000000001 0.6499843000000001 0.0004403608 0.04038866 0.69314694 0.69314617 0.69179523 0.5736939
57 56 7.0 0.0 12.0 29.0 1.0 12.0 29.0 1224.0 1209.0 0.0 0.05999999999999999 0.14500000000000005 12.0 29.0 0.0 0.03133759582903328 0.06844891963496623 0.016257855673222694 0.036262068467195714 0.056807564141935364 0.1264139528342018 0.005 0.69236326 0.6827914 0.0005509382499999999 0.020624615 0.6931429 0.6931421999999999 0.6912253 0.6053399
58 57 8.0 0.0 13.0 19.0 1.0 13.0 19.0 1237.0 1228.0 0.0 0.06499999999999999 0.095 13.0 19.0 0.0 0.033637741419147334 0.04712351999271282 0.017534929825633462 0.024922228920121338 0.06123948850051601 0.08691568808220664 0.005 0.6931145000000001 0.6719743 4.8116075e-05 0.027595308 0.69314694 0.6931375 0.69300926 0.59440446
59 58 9.0 0.0 18.0 15.0 1.0 18.0 15.0 1255.0 1243.0 0.0 0.09000000000000001 0.075 18.0 15.0 0.0 0.04491284398774094 0.03819257031625213 0.023722760004486008 0.02004889587224851 0.0827431192749562 0.06997082267935574 0.005 0.6925084 0.6929408 0.00082251185 0.00016884411 0.69314575 0.69314647 0.69036394 0.6925291
60 59 10.0 0.0 13.0 20.0 1.0 13.0 20.0 1268.0 1263.0 0.0 0.06499999999999999 0.10000000000000002 13.0 20.0 0.0 0.033637741419147334 0.049319670553146414 0.017534929825633462 0.02610938697149644 0.06123948850051601 0.09104653120138456 0.005 0.69199526 0.6746639 0.0009485356 0.023564069 0.69312394 0.6931172 0.6903117 0.60477245
61 60 11.0 0.0 74.0 14.0 1.0 74.0 14.0 1342.0 1277.0 0.0 0.3700000000000002 0.06999999999999999 74.0 14.0 0.0 0.1490450280984123 0.035922695147459015 0.07499742440099848 0.01879852463102244 0.26232997899714633 0.06562709361551085 0.005 0.6929751999999999 0.6805424 0.00021410367999999999 0.008416093000000001 0.69314694 0.69313884 0.69196516 0.66353977
62 61 12.0 0.0 26.0 17.0 1.0 26.0 17.0 1368.0 1294.0 0.0 0.13000000000000006 0.085 26.0 17.0 0.0 0.062197527590584126 0.042687533676728284 0.032981544845425315 0.02251082658499651 0.11497842709742236 0.07852840330803658 0.005 0.69309074 0.67507887 6.880982e-05 0.018100113 0.69314694 0.6931411 0.6929406 0.63907504
63 62 13.0 0.0 27.0 13.0 1.0 27.0 13.0 1395.0 1307.0 0.0 0.13500000000000004 0.06499999999999999 27.0 13.0 0.0 0.06429497630302354 0.033637741419147334 0.0340862968900576 0.017534929825633462 0.11882864282644813 0.06123948850051601 0.005 0.69306463 0.67773783 0.00015979749 0.017995212 0.69314694 0.6931469 0.69237626 0.6314523
64 63 14.0 0.0 14.0 15.0 1.0 14.0 15.0 1409.0 1322.0 0.0 0.06999999999999999 0.075 14.0 15.0 0.0 0.035922695147459015 0.03819257031625213 0.01879852463102244 0.02004889587224851 0.06562709361551085 0.06997082267935574 0.005 0.69171345 0.6927555000000001 0.000884589 0.00045982655 0.69310236 0.6931385999999999 0.6901064 0.6912121999999999
65 64 15.0 0.0 8.0 20.0 1.0 8.0 20.0 1417.0 1342.0 0.0 0.04 0.10000000000000002 8.0 20.0 0.0 0.02198279677275562 0.049319670553146414 0.011007233160822624 0.02610938697149644 0.03862765278603995 0.09104653120138456 0.005 0.69069135 0.6927061999999999 0.0020267398 0.0005380708 0.6930921999999999 0.69314134 0.68703115 0.69109535
66 65 16.0 0.0 32.0 26.0 1.0 32.0 26.0 1449.0 1368.0 0.0 0.16000000000000006 0.13000000000000006 32.0 26.0 0.0 0.07457895718480484 0.062197527590584126 0.039443078440873545 0.032981544845425315 0.13750983202107314 0.11497842709742236 0.005 0.69308555 0.69275564 0.00010264533000000001 0.00047925932 0.6931469 0.69313496 0.69273835 0.69144404
67 66 17.0 0.0 15.0 40.0 1.0 15.0 40.0 1464.0 1408.0 0.0 0.075 0.2000000000000001 15.0 40.0 0.0 0.03819257031625213 0.09035255122997962 0.02004889587224851 0.04746120936096432 0.06997082267935574 0.1655141207151597 0.005 0.69198895 0.6925836999999999 0.0010833574 0.0010380263 0.6931149000000001 0.69314694 0.6897814 0.68780756
68 67 18.0 0.0 10.0 1.0 10.0 1474.0 1418.0 0.0 0.05 10.0 0.0 0.02669127129358223 0.013661969731348278 0.04780896249559776 0.005 0.69310415 0.6592289000000001 4.917552e-05 0.032413423 0.69314635 0.6931397 0.69299626 0.59611136
69 68 19.0 0.0 26.0 34.0 1.0 26.0 34.0 1500.0 1452.0 0.0 0.13000000000000006 0.17000000000000007 26.0 34.0 0.0 0.062197527590584126 0.07859955146995502 0.032981544845425315 0.041509921651436785 0.11497842709742236 0.1447233863638538 0.005 0.69307816 0.6811431 0.00010480016 0.018842822 0.69314694 0.69314355 0.69276214 0.6105069000000001
70 69 20.0 0.0 20.0 25.0 1.0 20.0 25.0 1520.0 1477.0 0.0 0.10000000000000002 0.12500000000000006 20.0 25.0 0.0 0.049319670553146414 0.060086291610310615 0.02610938697149644 0.031865394096605694 0.09104653120138456 0.1110893203004266 0.005 0.6929175 0.68477666 0.00037027703 0.009156145 0.69314694 0.6931427 0.69191194 0.66456187
71 70 21.0 0.0 12.0 31.0 1.0 12.0 31.0 1532.0 1508.0 0.0 0.05999999999999999 0.15500000000000005 12.0 31.0 0.0 0.03133759582903328 0.07254892896428006 0.016257855673222694 0.03839361485936839 0.056807564141935364 0.13384831517280116 0.005 0.68988967 0.6929291 0.0036025522 0.00025526343999999996 0.6930810000000001 0.6931467 0.68170035 0.69198906
72 71 22.0 0.0 23.0 22.0 1.0 23.0 22.0 1555.0 1530.0 0.0 0.11500000000000005 0.11000000000000004 23.0 22.0 0.0 0.055822045233084684 0.05366882646285343 0.02959841778336178 0.02844734535364565 0.10319285817817224 0.09918470523047698 0.005 0.691284 0.6836903 0.0015936467999999998 0.01563116 0.6930604 0.69314694 0.68667173 0.63314366
73 72 23.0 0.0 17.0 11.0 1.0 17.0 11.0 1572.0 1541.0 0.0 0.085 0.054999999999999986 17.0 11.0 0.0 0.042687533676728284 0.029022144164224006 0.02251082658499651 0.014966996075313928 0.07852840330803658 0.052330872870641774 0.005 0.68996465 0.67977804 0.002861568 0.011456543999999999 0.69310546 0.6931468000000001 0.6835817 0.6530304
74 73 24.0 0.0 10.0 13.0 1.0 10.0 13.0 1582.0 1554.0 0.0 0.05 0.06499999999999999 10.0 13.0 0.0 0.02669127129358223 0.033637741419147334 0.013661969731348278 0.017534929825633462 0.04780896249559776 0.06123948850051601 0.005 0.6930915 0.6927095999999999 6.744671e-05 0.00031543765 0.6931468000000001 0.69314665 0.69293743 0.6920978
75 74 25.0 0.0 18.0 1.0 18.0 1600.0 1572.0 0.0 0.09000000000000001 18.0 0.0 0.04491284398774094 0.023722760004486008 0.0827431192749562 0.005 0.6930715999999999 0.6770294 0.00019489675 0.025197666 0.6931468000000001 0.6931469 0.69227797 0.6098653
76 75 26.0 0.0 16.0 9.0 1.0 16.0 9.0 1616.0 1581.0 0.0 0.08 0.045 16.0 9.0 0.0 0.04044747932477151 0.024344861160024947 0.02128626449475752 0.0123422783916159 0.07427111445256218 0.04324137625817955 0.005 0.68769026 0.69253725 0.0051336233 0.0006297408999999999 0.6931411999999999 0.693146 0.67800665 0.69118017
77 76 27.0 0.0 68.0 15.0 1.0 68.0 15.0 1684.0 1596.0 0.0 0.3400000000000002 0.075 68.0 15.0 0.0 0.13958605139647004 0.03819257031625213 0.07082279112614755 0.02004889587224851 0.24755705560646504 0.06997082267935574 0.005 0.6910758 0.692534 0.0029703890000000004 0.00051947864 0.69314694 0.69314677 0.68119854 0.69129896
78 77 28.0 0.0 23.0 26.0 1.0 23.0 26.0 1707.0 1622.0 0.0 0.11500000000000005 0.13000000000000006 23.0 26.0 0.0 0.055822045233084684 0.062197527590584126 0.02959841778336178 0.032981544845425315 0.10319285817817224 0.11497842709742236 0.005 0.69262636 0.6892526 0.0007498360400000001 0.0051924516 0.69314694 0.69314677 0.68989855 0.67396253
79 78 29.0 0.0 21.0 13.0 1.0 21.0 13.0 1728.0 1635.0 0.0 0.10500000000000002 0.06499999999999999 21.0 13.0 0.0 0.05150140366439518 0.033637741419147334 0.027284379532033533 0.017534929825633462 0.09513606588937072 0.06123948850051601 0.005 0.6901168000000001 0.679782 0.0024314758 0.015738245 0.6931169 0.69314635 0.6839361999999999 0.64180434
80 79 30.0 0.0 46.0 105.0 1.0 46.0 105.0 1774.0 1740.0 0.0 0.2300000000000001 0.5250000000000004 46.0 105.0 0.0 0.10165803792521756 0.1926724682607228 0.053055207415883834 0.09276764255782904 0.18508818439838373 0.3259534427537789 0.005 0.6925654 0.69001865 0.0010510095 0.0057777246 0.6931469 0.69314694 0.6889734000000001 0.66200995
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101 100 51.0 0.0 20.0 36.0 1.0 20.0 36.0 2306.0 2147.0 0.0 0.10000000000000002 0.18000000000000008 20.0 36.0 0.0 0.049319670553146414 0.08256817481816388 0.02610938697149644 0.04353468290208385 0.09104653120138456 0.1517933909752131 0.005 0.68530405 0.6923033000000001 0.0063871974 0.0015983154 0.69310534 0.69314647 0.67168987 0.6871908
102 101 52.0 0.0 11.0 19.0 1.0 11.0 19.0 2317.0 2166.0 0.0 0.054999999999999986 0.095 11.0 19.0 0.0 0.029022144164224006 0.04712351999271282 0.014966996075313928 0.024922228920121338 0.052330872870641774 0.08691568808220664 0.005 0.69164705 0.6919783 0.000973228 0.0012120807000000002 0.6930510999999999 0.6931345 0.6899743 0.68933725
103 102 53.0 0.0 66.0 22.0 1.0 66.0 22.0 2383.0 2188.0 0.0 0.3300000000000002 0.11000000000000004 66.0 22.0 0.0 0.13635283806785273 0.05366882646285343 0.06937138999568188 0.02844734535364565 0.24243144128809815 0.09918470523047698 0.005 0.69106114 0.69184595 0.0032204434 0.0014160367 0.69314694 0.6931439 0.67882943 0.6880601
104 103 54.0 0.0 19.0 18.0 1.0 19.0 18.0 2402.0 2206.0 0.0 0.095 0.09000000000000001 19.0 18.0 0.0 0.04712351999271282 0.04491284398774094 0.024922228920121338 0.023722760004486008 0.08691568808220664 0.0827431192749562 0.005 0.6923298999999999 0.6930384 0.0008963383 7.192649000000001e-05 0.69311917 0.69313955 0.6898416 0.6928618000000001
105 104 55.0 0.0 32.0 34.0 1.0 32.0 34.0 2434.0 2240.0 0.0 0.16000000000000006 0.17000000000000007 32.0 34.0 0.0 0.07457895718480484 0.07859955146995502 0.039443078440873545 0.041509921651436785 0.13750983202107314 0.1447233863638538 0.005 0.6822127 0.69255817 0.017531212 0.0008751748 0.6931437 0.6931466 0.61922646 0.68919885
106 105 56.0 0.0 14.0 1.0 14.0 2448.0 2254.0 0.0 0.06999999999999999 14.0 0.0 0.035922695147459015 0.01879852463102244 0.06562709361551085 0.005 0.6916210999999999 0.6909069999999999 0.0019775317 0.0016647107999999999 0.6931166 0.6930549 0.68631756 0.68704796
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109 108 59.0 0.0 23.0 16.0 1.0 23.0 16.0 2523.0 2304.0 0.0 0.11500000000000005 0.08 23.0 16.0 0.0 0.055822045233084684 0.04044747932477151 0.02959841778336178 0.02128626449475752 0.10319285817817224 0.07427111445256218 0.005 0.6917879 0.6928219 0.0014866207000000002 0.0001250182 0.6931468000000001 0.69300926 0.6876106 0.69258225
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113 112 63.0 0.0 19.0 23.0 1.0 19.0 23.0 2617.0 2412.0 0.0 0.095 0.11500000000000005 19.0 23.0 0.0 0.04712351999271282 0.055822045233084684 0.024922228920121338 0.02959841778336178 0.08691568808220664 0.10319285817817224 0.005 0.68876314 0.6920106 0.0048643686 0.0010925119 0.6930357 0.6931468000000001 0.6757251999999999 0.6890222
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