1
0
mirror of https://github.com/gryf/coach.git synced 2026-01-28 19:15:46 +01:00
Files
coach/rl_coach/traces/CartPole_PG/trace.csv
Itai Caspi 72a1d9d426 Itaicaspi/episode reset refactoring (#105)
* reordering of the episode reset operation and allowing to store episodes only when they are terminated

* reordering of the episode reset operation and allowing to store episodes only when they are terminated

* revert tensorflow-gpu to 1.9.0 + bug fix in should_train()

* tests readme file and refactoring of policy optimization agent train function

* Update README.md

* Update README.md

* additional policy optimization train function simplifications

* Updated the traces after the reordering of the environment reset

* docker and jenkins files

* updated the traces to the ones from within the docker container

* updated traces and added control suite to the docker

* updated jenkins file with the intel proxy + updated doom basic a3c test params

* updated line breaks in jenkins file

* added a missing line break in jenkins file

* refining trace tests ignored presets + adding a configurable beta entropy value

* switch the order of trace and golden tests in jenkins + fix golden tests processes not killed issue

* updated benchmarks for dueling ddqn breakout and pong

* allowing dynamic updates to the loss weights + bug fix in episode.update_returns

* remove docker and jenkins file
2018-09-04 15:07:54 +03:00

28 KiB

1Episode #Training IterIn HeatupER #TransitionsER #EpisodesEpisode LengthTotal stepsEpsilonShaped Training RewardTraining RewardUpdate Target NetworkEvaluation RewardShaped Evaluation RewardSuccess RateLoss/MeanLoss/StdevLoss/MaxLoss/MinLearning Rate/MeanLearning Rate/StdevLearning Rate/MaxLearning Rate/MinGrads (unclipped)/MeanGrads (unclipped)/StdevGrads (unclipped)/MaxGrads (unclipped)/MinEntropy/MeanEntropy/StdevEntropy/MaxEntropy/MinReturns Mean/MeanReturns Mean/StdevReturns Mean/MaxReturns Mean/MinReturns Variance/MeanReturns Variance/StdevReturns Variance/MaxReturns Variance/Min
210.01.015.01.015.015.00.00.0
320.01.016.01.016.031.00.00.0
430.01.027.01.027.058.00.00.0
540.01.011.01.011.069.00.00.0
650.01.010.01.010.079.00.00.0
760.01.017.01.017.096.00.00.0
870.01.012.01.012.0108.00.00.0
980.01.015.01.015.0123.00.00.0
1090.01.017.01.017.0140.00.00.0
11100.01.034.01.034.0174.00.00.0
12110.01.015.01.015.0189.00.00.0
13120.01.014.01.014.0203.00.00.0
14130.01.017.01.017.0220.00.00.0
15140.01.017.01.017.0237.00.00.0
16150.01.027.01.027.0264.00.00.0
17160.01.017.01.017.0281.00.00.0
18170.01.051.01.051.0332.00.00.0
19180.01.020.01.020.0352.00.00.0
20190.01.052.01.052.0404.00.00.0
21200.01.09.01.09.0413.00.00.0
22210.01.037.01.037.0450.00.00.0
23220.01.014.01.014.0464.00.00.0
24230.01.036.01.036.0500.00.00.0
25240.01.012.01.012.0512.00.00.0
26250.01.019.01.019.0531.00.00.0
27260.01.025.01.025.0556.00.00.0
28270.01.012.01.012.0568.00.00.0
29280.01.052.01.052.0620.00.00.0
30290.01.026.01.026.0646.00.00.0
31300.01.016.01.016.0662.00.00.0
32310.01.033.01.033.0695.00.00.0
33320.01.014.01.014.0709.00.00.0
34330.01.016.01.016.0725.00.00.0
35340.01.013.01.013.0738.00.00.0
36350.01.031.01.031.0769.00.00.0
37360.01.011.01.011.0780.00.00.0
38370.01.022.01.022.0802.00.00.0
39380.01.025.01.025.0827.00.00.0
40390.01.020.01.020.0847.00.00.0
41400.01.022.01.022.0869.00.00.0
42410.01.049.01.049.0918.00.00.0
43420.01.014.01.014.0932.00.00.0
44430.01.022.01.022.0954.00.00.0
45440.01.012.01.012.0966.00.00.0
46450.01.020.01.020.0986.00.00.0
47460.01.010.01.010.0996.00.00.0
48470.01.017.01.017.01013.00.00.0
49480.01.032.01.032.01045.00.00.0
50490.00.037.01.037.01082.00.00.1850000000000000837.00.00.69311084.840709e-050.693146940.6929076999999999
51501.00.09.01.09.01091.00.00.0459.00.00.693094855.0788472e-050.693146470.6929951
52512.00.013.01.013.01104.00.00.0649999999999999913.00.00.692801540.000295819700000000030.69314219999999990.69217277
53523.00.033.01.033.01137.00.00.1650000000000000633.00.00.69304860.000204351090000000020.693146940.69232523
54534.00.040.01.040.01177.00.00.200000000000000140.00.00.69305869.911201e-050.69314680000000010.69280577
55545.00.016.01.016.01193.00.00.0816.00.00.693019030.000174828970.693146170.6926041999999999
56556.00.019.01.019.01212.00.00.09519.00.00.692803860.000423675260.693145160.6918092
57567.00.012.01.012.01224.00.00.0599999999999999912.00.00.69224890000000010.0006402340.69314350.69108003
58578.00.013.01.013.01237.00.00.0649999999999999913.00.00.69304309999999990.000152272430.693146350.692682
59589.00.018.01.018.01255.00.00.0900000000000000118.00.00.69242090.000965408340.693146770.6899613
605910.00.013.01.013.01268.00.00.0649999999999999913.00.00.69197840000000010.00104420840.6931380.68999964
616011.00.045.01.045.01313.00.00.225000000000000145.00.00.692833840.000564576360.69314259999999990.6905526
626112.00.025.01.025.01338.00.00.1250000000000000625.00.00.69300460.00018335370.69314680000000010.69252366
636213.00.041.01.041.01379.00.00.205000000000000141.00.00.69305280.00014151870.693146940.69260305
646314.00.026.01.026.01405.00.00.1300000000000000626.00.00.692103740.00125175690.69314680000000010.6890799
656415.00.010.01.010.01415.00.00.0510.00.00.69078990000000010.00243553730000000030.693091630.68573976
666516.00.023.01.023.01438.00.00.1150000000000000523.00.00.692001460.0011608570.693146170.6897639
676617.00.014.01.014.01452.00.00.0699999999999999914.00.00.691590250.0012832010.693078640.68859464
686718.00.029.01.029.01481.00.00.1450000000000000529.00.00.692762430.00073929839999999990.693145040.6898246
696819.00.041.01.041.01522.00.00.205000000000000141.00.00.692726250.00055002330000000010.693146940.6910531
706920.00.012.01.012.01534.00.00.0599999999999999912.00.00.687235060.0062863280000000010.69312340000000010.67382723
717021.00.040.01.040.01574.00.00.200000000000000140.00.00.69225960.00135925750.693146940.68766654
727122.00.011.01.011.01585.00.00.05499999999999998611.00.00.692851070.000300338550.693146940.69228905
737223.00.019.01.019.01604.00.00.09519.00.00.693034650.00015746030.693146940.69258964
747324.00.010.01.010.01614.00.00.0510.00.00.68306769999999990.00725150850.69300570.6707584
757425.00.040.01.040.01654.00.00.200000000000000140.00.00.692503630.00104291820000000020.69314560.6881527
767526.00.016.01.016.01670.00.00.0816.00.00.686996160.00515236240.693089250.6755339
777627.00.012.01.012.01682.00.00.0599999999999999912.00.00.69265540.000324627360.6931420.69214267
787728.00.025.01.025.01707.00.00.1250000000000000625.00.00.69225059999999990.00112650110.69314619999999990.68820417
797829.00.021.01.021.01728.00.00.1050000000000000221.00.00.688332560.00392647130.693113270.6786298000000001
807930.00.046.01.046.01774.00.00.230000000000000146.00.00.692208650.00168461279999999990.69314680000000010.686553
818031.00.030.01.030.01804.00.00.1500000000000000530.00.00.68866340.007282070.693146940.6660491999999999
828132.00.019.01.019.01823.00.00.09519.00.00.68828890.00469494700000000050.69314610.67512953
838233.00.010.01.010.01833.00.00.0510.00.00.67534810.01379661450.69262590.64966005
848334.00.017.01.017.01850.00.00.08517.00.00.68486059999999990.0053319334999999990.69291590.67405796
858435.00.014.01.014.01864.00.00.0699999999999999914.00.00.69237840000000010.00088650593999999990.693146940.6899308000000001
868536.00.022.01.022.01886.00.00.1100000000000000422.00.00.68735490.0066129640.69314250.66865444
878637.00.020.01.020.01906.00.00.1000000000000000220.00.00.691632030.00167326329999999980.69311380000000010.68579507
888738.00.022.01.022.01928.00.00.1100000000000000422.00.00.691662430.00185650330.69313290.6849545
898839.00.024.01.024.01952.00.00.1200000000000000524.00.00.69131040.0023008980.69314690.6844085999999999
908940.00.024.01.024.01976.00.00.1200000000000000524.00.00.69240830000000010.00089175339999999990.69312060.69054985
919041.00.012.01.012.01988.00.00.0599999999999999912.00.00.6732840.0166372820.69288350.64121115
929142.00.017.01.017.02005.00.00.08517.00.00.68272310.0099416760.69314300000000010.6614156999999999
939243.00.024.01.024.02029.00.00.1200000000000000524.00.00.682841360.0144718310000000010.69314510.6401553000000001
949344.00.037.01.037.02066.00.00.1850000000000000837.00.00.68597760.0069733070.69308880000000010.6668831000000001
959445.00.032.01.032.02098.00.00.1600000000000000632.00.00.684184730.010885730.69309270.6479349
969546.00.013.01.013.02111.00.00.0649999999999999913.00.00.691459360.00129713490.693130140.6885011
979647.00.051.01.051.02162.00.00.255000000000000151.00.00.69049650000000010.00395100840.69314680000000010.67378956
989748.00.019.01.019.02181.00.00.09519.00.00.689686950.00346645219999999970.69305740.6818773
999849.00.031.01.031.02212.00.00.1550000000000000531.00.00.691622440.002271890.69312380000000010.6818881999999999
1009950.00.029.01.029.02241.00.00.1450000000000000529.00.00.688710630.0061634780000000010.69314440.66669583
10110051.00.014.01.014.02255.00.00.0699999999999999914.00.00.691543460.00159017720.693065170.68717134
10210152.00.030.01.030.02285.00.00.1500000000000000530.00.00.688599050.00692993870.69308950.66722083
10310253.00.049.01.049.02334.00.00.245000000000000149.00.00.690065740.0048928359999999990.693143250.6724255
10410354.00.026.01.026.02360.00.00.1300000000000000626.00.00.69180940.00143454430.69308930.6868516
10510455.00.015.01.015.02375.00.00.07515.00.00.69200120.0011498970.69301590.68889433
10610556.00.025.01.025.02400.00.00.1250000000000000625.00.00.686151860.00745102099999999950.6931340.66270524
10710657.00.035.01.035.02435.00.00.1750000000000000735.00.00.66975630.03728550.693146940.5476771
10810758.00.013.01.013.02448.00.00.0649999999999999913.00.00.6901260.00414390540.69310319999999990.6793418000000001
10910859.00.037.01.037.02485.00.00.1850000000000000837.00.00.69142890.00274209030.69313730000000010.68101823
11010960.00.014.01.014.02499.00.00.0699999999999999914.00.00.666105870.0243618410000000020.69224760.60036945
11111061.00.026.01.026.02525.00.00.1300000000000000626.00.00.68824030.0063819433999999990.69314639999999990.66869515
11211162.00.034.01.034.02559.00.00.1700000000000000734.00.00.68482190.0101223440.69314680000000010.6581918000000001
11311263.00.056.01.056.02615.00.00.280000000000000156.00.00.68885340000000010.00602632760.693143070.66723585
11411364.00.011.01.011.02626.00.00.05499999999999998611.00.00.689307150.00252938620.6930550.68487257
11511465.00.031.01.031.02657.00.00.1550000000000000531.00.00.680387850.0153779570.69303370.63616365
11611566.00.027.01.027.02684.00.00.1350000000000000427.00.00.69093440000000010.00273088270000000030.693140030.6815977
11711667.00.015.01.015.02699.00.00.07515.00.00.66990760.0167653150.693040250.6326111999999999
11811768.00.014.01.014.02713.00.00.0699999999999999914.00.00.68867070.00298041729999999960.69271770.6837346
11911869.00.013.01.013.02726.00.00.0649999999999999913.00.00.68446640.00688142240.69313730000000010.67179585
12011970.00.034.01.034.02760.00.00.1700000000000000734.00.00.683905660.01191042550.69310950.64152086
12112071.00.044.01.044.02804.00.00.220000000000000144.00.00.690511350.00265478830.69314560.6825076999999999
12212172.00.026.01.026.02830.00.00.1300000000000000626.00.00.688078640.0061959769999999990.69314670.67198175
12312273.00.022.01.022.02852.00.00.1100000000000000422.00.00.67221960.028687420.693027560.5757383
12412374.00.020.01.020.02872.00.00.1000000000000000220.00.00.66984370.0188988369999999980.693025470.62559515
12512475.00.015.01.015.02887.00.00.07515.00.00.68829849999999990.0051697496999999990.693146940.6755519
12612576.00.025.01.025.02912.00.00.1250000000000000625.00.00.68972050.0039146584000000010.69310620.67614233
12712677.00.036.01.036.02948.00.00.1800000000000000836.00.00.68876890.0058975370.69314670.66847193
12812778.00.024.01.024.02972.00.00.1200000000000000524.00.00.689674140.00271824900000000030.69310620.68423486
12912879.00.029.01.029.03001.00.00.1450000000000000529.00.00.68017780.0142396430.69285240.63398015
13012980.00.032.01.032.03033.00.00.1600000000000000632.00.00.678368750.0191157010000000020.692929860.6270453
13113081.00.045.01.045.03078.00.00.225000000000000145.00.00.67256370.0198328510000000020.69314630000000010.62180525
13213182.00.020.01.020.03098.00.00.1000000000000000220.00.00.68609290.0086966380000000010.69314240.66251147
13313283.00.021.01.021.03119.00.00.1050000000000000221.00.00.685620550.0056975920.693134960.6754637
13413384.00.069.01.069.03188.00.00.345000000000000269.00.00.67900290000000010.019330090.69314630000000010.5937680000000001
13513485.00.026.01.026.03214.00.00.1300000000000000626.00.00.67381499999999990.0281352640.693023560.599219
13613586.00.019.01.019.03233.00.00.09519.00.00.682096240.0120599119999999990.692522050.6538142
13713687.00.026.01.026.03259.00.00.1300000000000000626.00.00.67395090.0163236410.692964430.63845456
13813788.00.013.01.013.03272.00.00.0649999999999999913.00.00.66332030000000010.0177493019999999980.69195380000000010.6241551
13913889.00.017.01.017.03289.00.00.08517.00.00.662369250.0243373160.69295660.60213655
14013990.00.012.01.012.03301.00.00.0599999999999999912.00.00.65145210.0369051880.69313840.57484865
14114091.00.027.01.027.03328.00.00.1350000000000000427.00.00.68569130.0085306110.692927540.66427493
14214192.00.019.01.019.03347.00.00.09519.00.00.66061169999999990.029389570.69238480000000010.5943099000000001
14314293.00.021.01.021.03368.00.00.1050000000000000221.00.00.687287570.00637018630000000040.69312930000000010.667612
14414394.00.014.01.014.03382.00.00.0699999999999999914.00.00.65670.0346255270.69248130.58016694
14514495.00.029.01.029.03411.00.00.1450000000000000529.00.00.68626350.00724239140.69304190.6632968000000001
14614596.00.043.01.043.03454.00.00.215000000000000143.00.00.685377360.0078052020.69310140.6633730999999999
14714697.00.027.01.027.03481.00.00.1350000000000000427.00.00.684534130.007861520.69305090.6606653
14814798.00.011.01.011.03492.00.00.05499999999999998611.00.00.67485990000000010.012130280.69229060.65090287
14914899.00.038.01.038.03530.00.00.1900000000000000938.00.00.67425330.0250710360.69257750.6001512
150149100.00.015.01.015.03545.00.00.07515.00.00.682072940.0094015550.692608240.6639066
151150101.00.032.01.032.03577.00.00.1600000000000000632.00.00.67859520.0158269830.69308640000000010.6306398
152151102.00.031.01.031.03608.00.00.1550000000000000531.00.00.680939140.0115693939999999980.692067150.6503931
153152103.00.021.01.021.03629.00.00.1050000000000000221.00.00.64134830.0488244970.69314480.50631255
154153104.00.047.01.047.03676.00.00.235000000000000147.00.00.68325330000000010.0161902230.693140270.6274831
155154105.00.024.01.024.03700.00.00.1200000000000000524.00.00.68345690.0087441669999999990.69309040.6641205
156155106.00.019.01.019.03719.00.00.09519.00.00.673093260.0166623560.69313310000000010.62934816
157156107.00.016.01.016.03735.00.00.0816.00.00.67939320.0154085440.69314380.6389154
158157108.00.045.01.045.03780.00.00.225000000000000145.00.00.683936540.0136220750.69314610.6319964
159158109.00.017.01.017.03797.00.00.08517.00.00.636746470.0425387960.69314610.54134256
160159110.00.019.01.019.03816.00.00.09519.00.00.67797030.0183062350.69313669999999990.62803495
161160111.00.069.01.069.03885.00.00.345000000000000269.00.00.684568170.01007471050.69310840.6511986
162161112.00.020.01.020.03905.00.00.1000000000000000220.00.00.64398190.044962080.693038940.52730787
163162113.00.026.01.026.03931.00.00.1300000000000000626.00.00.63304330000000010.079044790.693035360.43426067
164163114.00.026.01.026.03957.00.00.1300000000000000626.00.00.674206850.0147278880.692929270.63524455
165164115.00.024.01.024.03981.00.00.1200000000000000524.00.00.67661840000000010.0154070420.693124830.64540726
166165116.00.023.01.023.04004.00.00.1150000000000000523.00.00.670709670.0249216460000000020.692778940.59711456
167166117.00.022.01.022.04026.00.00.1100000000000000422.00.00.662871660.0222642440.69314680000000010.61112666
168167118.00.015.01.015.04041.00.00.07515.00.00.65240290.0357742870.69198990.5666454000000001
169168119.00.021.01.021.04062.00.00.1050000000000000221.00.00.67241680.020444010.69274290.6249100000000001
170169120.00.033.01.033.04095.00.00.1650000000000000633.00.00.67463100000000010.0164729620.69308430000000010.6320102
171170121.00.019.01.019.04114.00.00.09519.00.00.65735290.0240677740.691757440.60831714
172171122.00.087.01.087.04201.00.00.435000000000000387.00.00.66184450.0353170930.693146940.5222851
173172123.00.027.01.027.04228.00.00.1350000000000000427.00.00.66230190.026623260.692818050.6050719
174173124.00.025.01.025.04253.00.00.1250000000000000625.00.00.679251430.0146776980000000010.69304560.63850594
175174125.00.016.01.016.04269.00.00.0816.00.00.675722960.0181245190.69314350.6293119
176175126.00.043.01.043.04312.00.00.215000000000000143.00.00.670515540.0218010230.69313630.592861
177176127.00.019.01.019.04331.00.00.09519.00.00.62709350000000010.0446552670.693121140.5203589
178177128.00.064.01.064.04395.00.00.320000000000000264.00.00.68419490.0124195019999999990.69314250.62008375
179178129.00.018.01.018.04413.00.00.0900000000000000118.00.00.67011860.025935280.693118330.5934347
180179130.00.045.01.045.04458.00.00.225000000000000145.00.00.68109640.0155573080.69309380.6160834
181180131.00.033.01.033.04491.00.00.1650000000000000633.00.00.66631180.0228179620.693144440.6174038000000001
182181132.00.018.01.018.04509.00.00.0900000000000000118.00.00.666253450.0339182580.69314280000000010.5759390999999999
183182133.00.018.01.018.04527.00.00.0900000000000000118.00.00.67443490000000010.0168488510.69313169999999990.6322434
184183134.00.015.01.015.04542.00.00.07515.00.00.670830670.0203914180.692939040.6129135
185184135.00.024.01.024.04566.00.00.1200000000000000524.00.00.678404870.0138508070.69314320.638545
186185136.00.024.01.024.04590.00.00.1200000000000000524.00.00.67276240.0201717020.692564130.61933327
187186137.00.022.01.022.04612.00.00.1100000000000000422.00.00.67002890.020486760.69314110.62482166
188187138.00.056.01.056.04668.00.00.280000000000000156.00.00.67099840.0280062820.693145450.5595111999999999
189188139.00.036.01.036.04704.00.00.1800000000000000836.00.00.681297060.0116762380.692868050.6494806
190189140.00.043.01.043.04747.00.00.215000000000000143.00.00.68124540000000010.0118473119999999990.69314630000000010.6485168
191190141.00.016.01.016.04763.00.00.0816.00.00.61458310.082421050.69308410.43002272
192191142.00.041.01.041.04804.00.00.205000000000000141.00.00.660002650.032715680.69263090.57899976
193192143.00.015.01.015.04819.00.00.07515.00.00.648835960.0330348420.693146770.5849665
194193144.00.034.01.034.04853.00.00.1700000000000000734.00.00.67794790.0163568460.69314680000000010.6400794
195194145.00.027.01.027.04880.00.00.1350000000000000427.00.00.66844480000000010.0193952380000000020.69207930000000010.6230502
196195146.00.024.01.024.04904.00.00.1200000000000000524.00.00.677154840.0129983860.69291940000000010.65071726
197196147.00.054.01.054.04958.00.00.270000000000000154.00.00.67337890000000010.0214776550.69314160.58913064
198197148.00.037.01.037.04995.00.00.1850000000000000837.00.00.66103910.0353259370.692889630.5452045
199198149.00.032.01.032.05027.00.00.1600000000000000632.00.00.66337139999999990.0219972999999999970.69239630000000010.6134263000000001
200199150.00.011.01.011.05038.00.00.05499999999999998611.00.00.63984010.0436567479999999950.693146940.5599607
201200151.00.025.01.025.05063.00.00.1250000000000000625.00.00.67109190.0232397490.693062960.59633756
202201152.00.055.01.055.05118.00.00.275000000000000155.00.00.670958940.023672160.69313440.59856147
203202153.00.031.01.031.05149.00.00.1550000000000000531.00.00.646231350.037826770.693115350.57167405
204203154.00.010.01.010.05159.00.00.0510.00.00.6219450.067242440.693003060.5037069000000001
205204155.00.033.01.033.05192.00.00.1650000000000000633.00.00.65861990.0366815780.69311690.5480784000000001
206205156.00.017.01.017.05209.00.00.08517.00.00.660802540.0264546029999999970.69314670.59743136
207206157.00.060.01.060.05269.00.00.3000000000000001660.00.00.661020460.034683460.69314380.5435293999999999
208207158.00.022.01.022.05291.00.00.1100000000000000422.00.00.654817760.0456779150.69314049999999990.52198416
209208159.00.027.01.027.05318.00.00.1350000000000000427.00.00.65795520.033414170.69292320.54441136
210209160.00.051.01.051.05369.00.00.255000000000000151.00.00.666701440.0308177550.69309619999999990.5648303000000001
211210161.00.021.01.021.05390.00.00.1050000000000000221.00.00.62282430.083435020.69284209999999990.43418086
212211162.00.059.01.059.05449.00.00.295000000000000159.00.00.66950040.0195847880.69298719999999990.617161
213212163.00.069.01.069.05518.00.00.345000000000000269.00.00.670288440.0231521690.69314490000000010.5864078
214213164.00.058.01.058.05576.00.00.290000000000000158.00.00.661333740.036080880.69314510.5484182
215214165.00.015.01.015.05591.00.00.07515.00.00.63002550.0495731460.69194170.52256244
216215166.00.030.01.030.05621.00.00.1500000000000000530.00.00.66367540.0344107820.69308249999999990.5490352
217216167.00.048.01.048.05669.00.00.240000000000000148.00.00.65912250000000010.0286480039999999980.693143250.5806420999999999
218217168.00.022.01.022.05691.00.00.1100000000000000422.00.00.66892580000000010.0279542360.693027140.58058655
219218169.00.035.01.035.05726.00.00.1750000000000000735.00.00.668698850.025040790.69314670.58864474
220219170.00.021.01.021.05747.00.00.1050000000000000221.00.00.655700450.0358899529999999950.693145330.5742477
221220171.00.068.01.068.05815.00.00.340000000000000268.00.00.673775260.0237529970.693145750.5704627
222221172.00.012.01.012.05827.00.00.0599999999999999912.00.00.63137930000000010.038325720.69288040000000010.547421
223222173.00.058.01.058.05885.00.00.290000000000000158.00.00.665050450.0283031950.69312790.55157405
224223174.00.012.01.012.05897.00.00.0599999999999999912.00.00.631779730.0361840840.69273390.55872023
225224175.00.042.01.042.05939.00.00.210000000000000142.00.00.66554690.0339853950.69314540.539849
226225176.00.029.01.029.05968.00.00.1450000000000000529.00.00.66082820.0359574670.69314670.55187505