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a16d7249633a4069aaa9c218abbcf1e8226c5ab4
coach/rl_coach/traces/Mujoco_ClippedPPO_hopper/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

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Raw Blame History

Episode #,Training Iter,In Heatup,ER #Transitions,ER #Episodes,Episode Length,Total steps,Epsilon,Shaped Training Reward,Training Reward,Update Target Network,Evaluation Reward,Shaped Evaluation Reward,Success Rate,Loss/Mean,Loss/Stdev,Loss/Max,Loss/Min,Learning Rate/Mean,Learning Rate/Stdev,Learning Rate/Max,Learning Rate/Min,Grads (unclipped)/Mean,Grads (unclipped)/Stdev,Grads (unclipped)/Max,Grads (unclipped)/Min,Entropy/Mean,Entropy/Stdev,Entropy/Max,Entropy/Min,Advantages/Mean,Advantages/Stdev,Advantages/Max,Advantages/Min,Values/Mean,Values/Stdev,Values/Max,Values/Min,Value Loss/Mean,Value Loss/Stdev,Value Loss/Max,Value Loss/Min,Policy Loss/Mean,Policy Loss/Stdev,Policy Loss/Max,Policy Loss/Min,Value Targets/Mean,Value Targets/Stdev,Value Targets/Max,Value Targets/Min,KL Divergence/Mean,KL Divergence/Stdev,KL Divergence/Max,KL Divergence/Min,Likelihood Ratio/Mean,Likelihood Ratio/Stdev,Likelihood Ratio/Max,Likelihood Ratio/Min,Clipped Likelihood Ratio/Mean,Clipped Likelihood Ratio/Stdev,Clipped Likelihood Ratio/Max,Clipped Likelihood Ratio/Min
1,0.0,1.0,17.0,1.0,17.0,17.0,0.10000000000000002,,,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
2,0.0,1.0,40.0,2.0,23.0,40.0,0.10000000000000002,,,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
3,0.0,1.0,55.0,3.0,15.0,55.0,0.10000000000000002,,,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
4,0.0,1.0,72.0,4.0,17.0,72.0,0.10000000000000002,,,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
5,0.0,1.0,81.0,5.0,9.0,81.0,0.10000000000000002,,,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
6,0.0,1.0,102.0,6.0,21.0,102.0,0.10000000000000002,,,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
7,0.0,1.0,124.0,7.0,22.0,124.0,0.10000000000000002,,,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
8,0.0,1.0,138.0,8.0,14.0,138.0,0.10000000000000002,,,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
9,0.0,1.0,157.0,9.0,19.0,157.0,0.10000000000000002,,,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
10,0.0,1.0,188.0,10.0,31.0,188.0,0.10000000000000002,,,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
11,0.0,1.0,201.0,11.0,13.0,201.0,0.10000000000000002,,,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
12,0.0,1.0,212.0,12.0,11.0,212.0,0.10000000000000002,,,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
13,0.0,1.0,245.0,13.0,33.0,245.0,0.10000000000000002,,,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
14,0.0,1.0,255.0,14.0,10.0,255.0,0.10000000000000002,,,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
15,0.0,1.0,280.0,15.0,25.0,280.0,0.10000000000000002,,,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
16,0.0,1.0,306.0,16.0,26.0,306.0,0.10000000000000002,,,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
17,0.0,1.0,317.0,17.0,11.0,317.0,0.10000000000000002,,,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
18,0.0,1.0,341.0,18.0,24.0,341.0,0.10000000000000002,,,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
19,0.0,1.0,352.0,19.0,11.0,352.0,0.10000000000000002,,,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
20,0.0,1.0,376.0,20.0,24.0,376.0,0.10000000000000002,,,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
21,0.0,1.0,391.0,21.0,15.0,391.0,0.10000000000000002,,,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
22,0.0,1.0,432.0,22.0,41.0,432.0,0.10000000000000002,,,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
23,0.0,1.0,455.0,23.0,23.0,455.0,0.10000000000000002,,,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
24,0.0,1.0,479.0,24.0,24.0,479.0,0.10000000000000002,,,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
25,0.0,1.0,529.0,25.0,50.0,529.0,0.10000000000000002,,,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
26,0.0,1.0,545.0,26.0,16.0,545.0,0.10000000000000002,,,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
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28,0.0,1.0,584.0,28.0,21.0,584.0,0.10000000000000002,,,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
29,0.0,1.0,603.0,29.0,19.0,603.0,0.10000000000000002,,,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
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31,0.0,1.0,648.0,31.0,22.0,648.0,0.10000000000000002,,,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
32,0.0,1.0,661.0,32.0,13.0,661.0,0.10000000000000002,,,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
33,0.0,1.0,675.0,33.0,14.0,675.0,0.10000000000000002,,,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
34,0.0,1.0,695.0,34.0,20.0,695.0,0.10000000000000002,,,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
35,0.0,1.0,703.0,35.0,8.0,703.0,0.10000000000000002,,,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
36,0.0,1.0,721.0,36.0,18.0,721.0,0.10000000000000002,,,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
37,0.0,1.0,735.0,37.0,14.0,735.0,0.10000000000000002,,,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
38,0.0,1.0,746.0,38.0,11.0,746.0,0.10000000000000002,,,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
39,0.0,1.0,794.0,39.0,48.0,794.0,0.10000000000000002,,,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
40,0.0,1.0,816.0,40.0,22.0,816.0,0.10000000000000002,,,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
41,0.0,1.0,837.0,41.0,21.0,837.0,0.10000000000000002,,,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
42,0.0,1.0,853.0,42.0,16.0,853.0,0.10000000000000002,,,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
43,0.0,1.0,869.0,43.0,16.0,869.0,0.10000000000000002,,,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
44,0.0,1.0,885.0,44.0,16.0,885.0,0.10000000000000002,,,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
45,0.0,1.0,914.0,45.0,29.0,914.0,0.10000000000000002,,,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
46,0.0,1.0,945.0,46.0,31.0,945.0,0.10000000000000002,,,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
47,0.0,1.0,958.0,47.0,13.0,958.0,0.10000000000000002,,,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
48,0.0,1.0,988.0,48.0,30.0,988.0,0.10000000000000002,,,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
49,0.0,1.0,1004.0,49.0,16.0,1004.0,0.10000000000000002,,,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
50,0.0,1.0,1032.0,50.0,28.0,1032.0,0.10000000000000002,,,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
51,0.0,0.0,1044.0,51.0,12.0,1044.0,0.10000000000000002,10.805817920086264,10.805817920086264,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
52,0.0,0.0,1053.0,52.0,9.0,1053.0,0.10000000000000002,5.665675043733143,5.665675043733143,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
53,0.0,0.0,1072.0,53.0,19.0,1072.0,0.10000000000000002,8.830556303508411,8.830556303508411,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
54,0.0,0.0,1087.0,54.0,15.0,1087.0,0.10000000000000002,11.66411610888272,11.66411610888272,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
55,0.0,0.0,1098.0,55.0,11.0,1098.0,0.10000000000000002,5.029181778945278,5.029181778945278,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
56,0.0,0.0,1123.0,56.0,25.0,1123.0,0.10000000000000002,23.001926954211502,23.001926954211502,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
57,0.0,0.0,1142.0,57.0,19.0,1142.0,0.10000000000000002,18.07081260253432,18.07081260253432,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
58,0.0,0.0,1162.0,58.0,20.0,1162.0,0.10000000000000002,16.798091469357598,16.798091469357598,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
59,0.0,0.0,1182.0,59.0,20.0,1182.0,0.10000000000000002,13.318102383274656,13.318102383274656,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
60,0.0,0.0,1195.0,60.0,13.0,1195.0,0.10000000000000002,11.155799083537664,11.155799083537664,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
61,0.0,0.0,1203.0,61.0,8.0,1203.0,0.10000000000000002,5.772430223823737,5.772430223823737,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
62,0.0,0.0,1217.0,62.0,14.0,1217.0,0.10000000000000002,13.026384045096743,13.026384045096743,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
63,0.0,0.0,1252.0,63.0,35.0,1252.0,0.10000000000000002,23.11231979907687,23.11231979907687,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
64,0.0,0.0,1296.0,64.0,44.0,1296.0,0.10000000000000002,42.9375449777329,42.9375449777329,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
65,0.0,0.0,1305.0,65.0,9.0,1305.0,0.10000000000000002,5.406019433761587,5.406019433761587,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
66,0.0,0.0,1312.0,66.0,7.0,1312.0,0.10000000000000002,4.788090494588358,4.788090494588358,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
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69,0.0,0.0,1354.0,69.0,15.0,1354.0,0.10000000000000002,11.343231596955288,11.343231596955288,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
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71,0.0,0.0,1394.0,71.0,15.0,1394.0,0.10000000000000002,6.612423427099851,6.612423427099851,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
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98,0.0,0.0,1856.0,98.0,10.0,1856.0,0.10000000000000002,8.312089351348254,8.312089351348254,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
99,0.0,0.0,1884.0,99.0,28.0,1884.0,0.10000000000000002,11.056497550231734,11.056497550231734,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
100,0.0,0.0,1916.0,100.0,32.0,1916.0,0.10000000000000002,36.66176245441034,36.66176245441034,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
101,0.0,0.0,1939.0,101.0,23.0,1939.0,0.10000000000000002,13.249590565715806,13.249590565715806,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
102,0.0,0.0,1961.0,102.0,22.0,1961.0,0.10000000000000002,7.061626375767955,7.061626375767955,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
103,0.0,0.0,1974.0,103.0,13.0,1974.0,0.10000000000000002,10.18488609350072,10.18488609350072,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
104,0.0,0.0,1990.0,104.0,16.0,1990.0,0.10000000000000002,10.511424581457945,10.511424581457945,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
105,0.0,0.0,1998.0,105.0,8.0,1998.0,0.10000000000000002,5.1566274002995565,5.1566274002995565,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
106,0.0,0.0,2006.0,106.0,8.0,2006.0,0.10000000000000002,5.0147974565504985,5.0147974565504985,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
107,0.0,0.0,2019.0,107.0,13.0,2019.0,0.10000000000000002,11.162487241377844,11.162487241377844,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
108,0.0,0.0,2026.0,108.0,7.0,2026.0,0.10000000000000002,5.506232461095629,5.506232461095629,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
109,0.0,0.0,2044.0,109.0,18.0,2044.0,0.10000000000000002,12.818134969583287,12.818134969583287,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
110,0.0,0.0,2055.0,110.0,11.0,2055.0,0.10000000000000002,8.904896857225788,8.904896857225788,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
111,1.0,0.0,24.0,1.0,24.0,2079.0,0.10000000000000002,32.39999815002648,32.39999815002648,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
112,1.0,0.0,45.0,2.0,21.0,2100.0,0.10000000000000002,9.350263161928119,9.350263161928119,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
113,1.0,0.0,60.0,3.0,15.0,2115.0,0.10000000000000002,6.341077968918206,6.341077968918206,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
114,1.0,0.0,105.0,4.0,45.0,2160.0,0.10000000000000002,45.16581378879984,45.16581378879984,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
115,1.0,0.0,121.0,5.0,16.0,2176.0,0.10000000000000002,15.418882164335106,15.418882164335106,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
116,1.0,0.0,134.0,6.0,13.0,2189.0,0.10000000000000002,9.479771211393349,9.479771211393349,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
117,1.0,0.0,149.0,7.0,15.0,2204.0,0.10000000000000002,7.148992940881822,7.148992940881822,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
118,1.0,0.0,182.0,8.0,33.0,2237.0,0.10000000000000002,36.078926277986795,36.078926277986795,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
119,1.0,0.0,191.0,9.0,9.0,2246.0,0.10000000000000002,7.389084052125156,7.389084052125156,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
120,1.0,0.0,205.0,10.0,14.0,2260.0,0.10000000000000002,8.512693584604843,8.512693584604843,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
121,1.0,0.0,242.0,11.0,37.0,2297.0,0.10000000000000002,21.146121343865165,21.146121343865165,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
122,1.0,0.0,261.0,12.0,19.0,2316.0,0.10000000000000002,11.804706547430762,11.804706547430762,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
123,1.0,0.0,271.0,13.0,10.0,2326.0,0.10000000000000002,7.122466669987438,7.122466669987438,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
124,1.0,0.0,286.0,14.0,15.0,2341.0,0.10000000000000002,9.343520202280411,9.343520202280411,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
125,1.0,0.0,295.0,15.0,9.0,2350.0,0.10000000000000002,6.821869264563419,6.821869264563419,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
126,1.0,0.0,335.0,16.0,40.0,2390.0,0.10000000000000002,42.85918278276453,42.85918278276453,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
127,1.0,0.0,359.0,17.0,24.0,2414.0,0.10000000000000002,28.351296617637445,28.351296617637445,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
128,1.0,0.0,370.0,18.0,11.0,2425.0,0.10000000000000002,10.401838867114572,10.401838867114572,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
129,1.0,0.0,394.0,19.0,24.0,2449.0,0.10000000000000002,19.2882463314352,19.2882463314352,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
130,1.0,0.0,426.0,20.0,32.0,2481.0,0.10000000000000002,41.459763348183635,41.459763348183635,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
131,1.0,0.0,474.0,21.0,48.0,2529.0,0.10000000000000002,38.984978862735574,38.984978862735574,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
132,1.0,0.0,489.0,22.0,15.0,2544.0,0.10000000000000002,14.364585675273455,14.364585675273455,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
133,1.0,0.0,515.0,23.0,26.0,2570.0,0.10000000000000002,16.91338320756803,16.91338320756803,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
134,1.0,0.0,526.0,24.0,11.0,2581.0,0.10000000000000002,6.436972621876795,6.436972621876795,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
135,1.0,0.0,544.0,25.0,18.0,2599.0,0.10000000000000002,9.21516303668816,9.21516303668816,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
136,1.0,0.0,564.0,26.0,20.0,2619.0,0.10000000000000002,20.139047401133247,20.139047401133247,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
137,1.0,0.0,584.0,27.0,20.0,2639.0,0.10000000000000002,21.245741705391847,21.245741705391847,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
138,1.0,0.0,621.0,28.0,37.0,2676.0,0.10000000000000002,22.32537814617203,22.32537814617203,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
139,1.0,0.0,655.0,29.0,34.0,2710.0,0.10000000000000002,54.21346014728702,54.21346014728702,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
140,1.0,0.0,669.0,30.0,14.0,2724.0,0.10000000000000002,10.877293107622302,10.877293107622302,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
141,1.0,0.0,690.0,31.0,21.0,2745.0,0.10000000000000002,16.766552206197634,16.766552206197634,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
142,1.0,0.0,703.0,32.0,13.0,2758.0,0.10000000000000002,12.694849058632238,12.694849058632238,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
143,1.0,0.0,727.0,33.0,24.0,2782.0,0.10000000000000002,27.960786450356334,27.960786450356334,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
144,1.0,0.0,749.0,34.0,22.0,2804.0,0.10000000000000002,17.429962800786413,17.429962800786413,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
145,1.0,0.0,781.0,35.0,32.0,2836.0,0.10000000000000002,38.602255659693974,38.602255659693974,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
146,1.0,0.0,802.0,36.0,21.0,2857.0,0.10000000000000002,18.53350482523056,18.53350482523056,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
147,1.0,0.0,816.0,37.0,14.0,2871.0,0.10000000000000002,12.803890492567769,12.803890492567769,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
148,1.0,0.0,866.0,38.0,50.0,2921.0,0.10000000000000002,39.796791296341574,39.796791296341574,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
149,1.0,0.0,880.0,39.0,14.0,2935.0,0.10000000000000002,14.849957479014243,14.849957479014243,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
150,1.0,0.0,919.0,40.0,39.0,2974.0,0.10000000000000002,54.30103452591809,54.30103452591809,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
151,1.0,0.0,947.0,41.0,28.0,3002.0,0.10000000000000002,23.216631919678157,23.216631919678157,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
152,1.0,0.0,963.0,42.0,16.0,3018.0,0.10000000000000002,13.176666325653178,13.176666325653178,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
153,1.0,0.0,1006.0,43.0,43.0,3061.0,0.10000000000000002,33.619544233615386,33.619544233615386,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
154,1.0,0.0,1056.0,44.0,50.0,3111.0,0.10000000000000002,72.14251837359447,72.14251837359447,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
155,1.0,0.0,1071.0,45.0,15.0,3126.0,0.10000000000000002,8.473772964380279,8.473772964380279,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
156,1.0,0.0,1102.0,46.0,31.0,3157.0,0.10000000000000002,4.782554636192505,4.782554636192505,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
157,1.0,0.0,1124.0,47.0,22.0,3179.0,0.10000000000000002,23.80794640328187,23.80794640328187,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
158,1.0,0.0,1182.0,48.0,58.0,3237.0,0.10000000000000002,43.67076211798743,43.67076211798743,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
159,1.0,0.0,1200.0,49.0,18.0,3255.0,0.10000000000000002,16.193420422602436,16.193420422602436,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
160,1.0,0.0,1219.0,50.0,19.0,3274.0,0.10000000000000002,20.804433019682712,20.804433019682712,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
161,1.0,0.0,1238.0,51.0,19.0,3293.0,0.10000000000000002,13.734509480194893,13.734509480194893,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
162,1.0,0.0,1263.0,52.0,25.0,3318.0,0.10000000000000002,11.923327051110746,11.923327051110746,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
163,1.0,0.0,1301.0,53.0,38.0,3356.0,0.10000000000000002,17.445378256096564,17.445378256096564,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
164,1.0,0.0,1315.0,54.0,14.0,3370.0,0.10000000000000002,14.126809763332586,14.126809763332586,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
165,1.0,0.0,1352.0,55.0,37.0,3407.0,0.10000000000000002,51.668091074620754,51.668091074620754,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
166,1.0,0.0,1367.0,56.0,15.0,3422.0,0.10000000000000002,11.014540642232324,11.014540642232324,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
167,1.0,0.0,1420.0,57.0,53.0,3475.0,0.10000000000000002,25.20312497800335,25.20312497800335,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
168,1.0,0.0,1434.0,58.0,14.0,3489.0,0.10000000000000002,13.726177500895975,13.726177500895975,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
169,1.0,0.0,1483.0,59.0,49.0,3538.0,0.10000000000000002,45.41561004494703,45.41561004494703,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
170,1.0,0.0,1500.0,60.0,17.0,3555.0,0.10000000000000002,12.184594941936185,12.184594941936185,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
171,1.0,0.0,1537.0,61.0,37.0,3592.0,0.10000000000000002,15.406525301537512,15.406525301537512,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
172,1.0,0.0,1552.0,62.0,15.0,3607.0,0.10000000000000002,14.125389829223465,14.125389829223465,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
173,1.0,0.0,1567.0,63.0,15.0,3622.0,0.10000000000000002,10.128378595721628,10.128378595721628,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
174,1.0,0.0,1600.0,64.0,33.0,3655.0,0.10000000000000002,43.50953224277289,43.50953224277289,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
175,1.0,0.0,1619.0,65.0,19.0,3674.0,0.10000000000000002,20.193379841159075,20.193379841159075,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
176,1.0,0.0,1628.0,66.0,9.0,3683.0,0.10000000000000002,5.843261695767177,5.843261695767177,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
177,1.0,0.0,1639.0,67.0,11.0,3694.0,0.10000000000000002,9.208519769474565,9.208519769474565,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
178,1.0,0.0,1683.0,68.0,44.0,3738.0,0.10000000000000002,46.186806289474504,46.186806289474504,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
179,1.0,0.0,1704.0,69.0,21.0,3759.0,0.10000000000000002,12.729779411197017,12.729779411197017,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
180,1.0,0.0,1721.0,70.0,17.0,3776.0,0.10000000000000002,17.45999615475765,17.45999615475765,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
181,1.0,0.0,1753.0,71.0,32.0,3808.0,0.10000000000000002,33.460641085488675,33.460641085488675,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
182,1.0,0.0,1765.0,72.0,12.0,3820.0,0.10000000000000002,9.135127881307334,9.135127881307334,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
183,1.0,0.0,1787.0,73.0,22.0,3842.0,0.10000000000000002,23.502857308369368,23.502857308369368,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
184,1.0,0.0,1816.0,74.0,29.0,3871.0,0.10000000000000002,7.632840766831781,7.632840766831781,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
185,1.0,0.0,1921.0,75.0,105.0,3976.0,0.10000000000000002,189.99723881996326,189.99723881996326,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
186,1.0,0.0,1938.0,76.0,17.0,3993.0,0.10000000000000002,14.963256781071316,14.963256781071316,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
187,1.0,0.0,1954.0,77.0,16.0,4009.0,0.10000000000000002,10.47036814331892,10.47036814331892,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
188,1.0,0.0,1977.0,78.0,23.0,4032.0,0.10000000000000002,25.05082741390482,25.05082741390482,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
189,1.0,0.0,2000.0,79.0,23.0,4055.0,0.10000000000000002,14.296548153773696,14.296548153773696,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
190,1.0,0.0,2040.0,80.0,40.0,4095.0,0.10000000000000002,59.602445813693826,59.602445813693826,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
191,1.0,0.0,2051.0,81.0,11.0,4106.0,0.10000000000000002,8.45145441434381,8.45145441434381,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
192,2.0,0.0,34.0,1.0,34.0,4140.0,0.10000000000000002,42.625001540849816,42.625001540849816,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
193,2.0,0.0,88.0,2.0,54.0,4194.0,0.10000000000000002,56.17475886460422,56.17475886460422,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
194,2.0,0.0,123.0,3.0,35.0,4229.0,0.10000000000000002,43.471563093884846,43.471563093884846,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
195,2.0,0.0,206.0,4.0,83.0,4312.0,0.10000000000000002,104.38884566686559,104.38884566686559,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
196,2.0,0.0,229.0,5.0,23.0,4335.0,0.10000000000000002,16.43847872333134,16.43847872333134,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
197,2.0,0.0,270.0,6.0,41.0,4376.0,0.10000000000000002,29.118084827914554,29.118084827914554,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
198,2.0,0.0,328.0,7.0,58.0,4434.0,0.10000000000000002,88.97210090805567,88.97210090805567,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
199,2.0,0.0,409.0,8.0,81.0,4515.0,0.10000000000000002,144.18442372071513,144.18442372071513,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
200,2.0,0.0,479.0,9.0,70.0,4585.0,0.10000000000000002,73.74860218374202,73.74860218374202,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
201,2.0,0.0,560.0,10.0,81.0,4666.0,0.10000000000000002,110.5873293901508,110.5873293901508,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
202,2.0,0.0,622.0,11.0,62.0,4728.0,0.10000000000000002,71.58896810521668,71.58896810521668,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
203,2.0,0.0,747.0,12.0,125.0,4853.0,0.10000000000000002,169.85339841901748,169.85339841901748,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
204,2.0,0.0,805.0,13.0,58.0,4911.0,0.10000000000000002,41.45287577414359,41.45287577414359,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
205,2.0,0.0,839.0,14.0,34.0,4945.0,0.10000000000000002,39.61718835770686,39.61718835770686,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
206,2.0,0.0,947.0,15.0,108.0,5053.0,0.10000000000000002,218.5020645486265,218.5020645486265,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
207,2.0,0.0,983.0,16.0,36.0,5089.0,0.10000000000000002,42.412938788892454,42.412938788892454,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
208,2.0,0.0,1029.0,17.0,46.0,5135.0,0.10000000000000002,57.1151253666452,57.1151253666452,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
209,2.0,0.0,1049.0,18.0,20.0,5155.0,0.10000000000000002,17.239428726378232,17.239428726378232,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
210,2.0,0.0,1068.0,19.0,19.0,5174.0,0.10000000000000002,10.3797764627182,10.3797764627182,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
211,2.0,0.0,1124.0,20.0,56.0,5230.0,0.10000000000000002,96.81208273743654,96.81208273743654,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
212,2.0,0.0,1153.0,21.0,29.0,5259.0,0.10000000000000002,34.68031750382946,34.68031750382946,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
213,2.0,0.0,1178.0,22.0,25.0,5284.0,0.10000000000000002,22.525260658131327,22.525260658131327,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
214,2.0,0.0,1202.0,23.0,24.0,5308.0,0.10000000000000002,26.83328991996564,26.83328991996564,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
215,2.0,0.0,1270.0,24.0,68.0,5376.0,0.10000000000000002,103.96404077308901,103.96404077308901,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
216,2.0,0.0,1331.0,25.0,61.0,5437.0,0.10000000000000002,84.27060737248436,84.27060737248436,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
217,2.0,0.0,1381.0,26.0,50.0,5487.0,0.10000000000000002,63.28109318518307,63.28109318518307,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
218,2.0,0.0,1394.0,27.0,13.0,5500.0,0.10000000000000002,11.357912830361926,11.357912830361926,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
219,2.0,0.0,1415.0,28.0,21.0,5521.0,0.10000000000000002,23.843337169362858,23.843337169362858,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
220,2.0,0.0,1469.0,29.0,54.0,5575.0,0.10000000000000002,77.8349747169687,77.8349747169687,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
221,2.0,0.0,1577.0,30.0,108.0,5683.0,0.10000000000000002,193.14414742576,193.14414742576,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
222,2.0,0.0,1647.0,31.0,70.0,5753.0,0.10000000000000002,108.3755200909245,108.3755200909245,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
223,2.0,0.0,1672.0,32.0,25.0,5778.0,0.10000000000000002,24.275938630853904,24.275938630853904,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
224,2.0,0.0,1721.0,33.0,49.0,5827.0,0.10000000000000002,80.84369738981951,80.84369738981951,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
225,2.0,0.0,1758.0,34.0,37.0,5864.0,0.10000000000000002,34.52818930061657,34.52818930061657,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
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