gryf/coach
1
0
Fork 0
mirror of https://github.com/gryf/coach.git synced 2026-02-23 10:35:46 +01:00
Code Issues Projects Releases Wiki Activity

Trace tests update

Browse Source
This commit is contained in:
Shadi Endrawis
2018-08-20 13:01:17 +03:00
parent c1f428666e
commit 3abb6cd415
99 changed files with 12876 additions and 39 deletions
Download Patch File Download Diff File Expand all files Collapse all files

51
rl_coach/traces/Doom_Battle_DFP/trace.csv Normal file
View File

@@ -0,0 +1,51 @@
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
1,0.0,1.0,72.0,1.0,72.0,72.0,1.0,,,0.0,,,,,,,,,,,,,,,
2,0.0,1.0,152.0,2.0,80.0,152.0,1.0,,,0.0,,,,,,,,,,,,,,,
3,0.0,1.0,258.0,3.0,106.0,258.0,1.0,,,0.0,,,,,,,,,,,,,,,
4,0.0,1.0,395.0,4.0,137.0,395.0,1.0,,,0.0,,,,,,,,,,,,,,,
5,0.0,1.0,482.0,5.0,87.0,482.0,1.0,,,0.0,,,,,,,,,,,,,,,
6,0.0,1.0,619.0,6.0,137.0,619.0,1.0,,,0.0,,,,,,,,,,,,,,,
7,0.0,1.0,741.0,7.0,122.0,741.0,1.0,,,0.0,,,,,,,,,,,,,,,
8,0.0,1.0,854.0,8.0,113.0,854.0,1.0,,,0.0,,,,,,,,,,,,,,,
9,0.0,1.0,990.0,9.0,136.0,990.0,1.0,,,0.0,,,,,,,,,,,,,,,
10,0.0,1.0,1156.0,10.0,166.0,1156.0,1.0,,,0.0,,,,,,,,,,,,,,,
11,19.0,0.0,1305.0,11.0,149.0,1305.0,0.9999875833333316,2.0,2.0,0.0,,,,1339520.2434210526,184919.34520856454,1791031.5,1101515.5,9.999999e-05,7.275958000000001e-12,0.0001,0.0001,20942.572,15185.902,49867.83,2763.4722
12,30.0,0.0,1396.0,12.0,91.0,1396.0,0.9999799999999972,1.0,1.0,0.0,,,,1261764.443181818,164623.2221318316,1589754.25,986794.75,9.999999e-05,7.275958000000001e-12,0.0001,0.0001,102400.02,31106.42,167713.72,54035.3
13,43.0,0.0,1496.0,13.0,100.0,1496.0,0.9999716666666628,0.0,0.0,0.0,,,,1242262.0528846157,295499.1523782238,1891633.25,812805.125,9.999997999999999e-05,1.4551915e-11,0.0001,0.0001,283452.56,92865.305,440205.03,127493.8
14,49.0,0.0,1549.0,14.0,53.0,1549.0,0.9999672499999954,0.0,0.0,0.0,,,,1091686.958333333,172711.04306909238,1321516.875,855075.625,0.0001,0.0,0.0001,0.0001,482487.12,126118.766,639976.75,308395.8
15,59.0,0.0,1626.0,15.0,77.0,1626.0,0.999960833333328,0.0,0.0,0.0,,,,1109850.81875,119630.31357911039,1276410.5,882989.4375,9.999999e-05,7.275958000000001e-12,0.0001,0.0001,773183.25,108065.16,942864.44,571502.06
16,69.0,0.0,1706.0,16.0,80.0,1706.0,0.9999541666666604,0.0,0.0,0.0,,,,815454.53125,151053.45910010804,1148592.375,596728.5625,9.999999e-05,7.275958000000001e-12,0.0001,0.0001,710309.5,221686.27,1077183.1,402036.38
17,86.0,0.0,1843.0,17.0,137.0,1843.0,0.9999427499999921,3.0,3.0,0.0,,,,767197.5404411765,113620.83752408336,983194.5,527794.3125,0.0001,0.0,0.0001,0.0001,948837.25,710340.75,2427402.8,218684.45
18,91.0,0.0,1885.0,18.0,42.0,1885.0,0.9999392499999916,0.0,0.0,0.0,,,,685552.325,83097.72085441972,820914.125,558639.5625,9.999999e-05,7.275958000000001e-12,0.0001,0.0001,615437.9,317192.38,993827.0,146039.55
19,100.0,0.0,1950.0,19.0,65.0,1950.0,0.999933833333324,0.0,0.0,0.0,,,,644227.0347222221,53962.466838289874,767836.0625,566703.875,0.0001,0.0,0.0001,0.0001,418078.6,312090.8,1025582.6,139636.81
20,109.0,0.0,2025.0,20.0,75.0,2025.0,0.9999275833333232,0.0,0.0,0.0,,,,724847.8680555555,123661.84220225851,987781.4375,599297.5625,0.0001,0.0,0.0001,0.0001,722017.1,249802.42,1087545.2,299241.9
21,122.0,0.0,2129.0,21.0,104.0,2129.0,0.9999189166666552,1.0,1.0,0.0,,,,702084.7403846154,81963.71585102813,823949.1875,545919.1875,9.999997999999999e-05,1.4551915e-11,0.0001,0.0001,584613.4,319591.78,1268140.2,249426.1
22,151.0,0.0,2362.0,22.0,233.0,2362.0,0.999899499999986,2.0,2.0,0.0,,,,735698.8620689657,84246.47558469564,919935.875,580509.0,0.000100000005,7.275958000000001e-12,0.0001,0.0001,480939.78,329924.56,1458567.0,139332.55
23,163.0,0.0,2460.0,23.0,98.0,2460.0,0.999891333333318,1.0,1.0,0.0,,,,664745.1197916665,87075.6168359563,822463.5625,493297.25,9.999997999999999e-05,1.4551915e-11,0.0001,0.0001,420935.4,321087.28,1106371.6,129392.72
24,192.0,0.0,2687.0,24.0,227.0,2687.0,0.9998724166666488,1.0,1.0,0.0,,,,698969.2327586206,114288.0543654724,955494.1875,477767.25,0.000100000005,7.275958000000001e-12,0.0001,0.0001,360497.2,170312.77,772350.9,100746.336
25,214.0,0.0,2863.0,25.0,176.0,2863.0,0.99985774999998,1.0,1.0,0.0,,,,669741.1235795454,111243.64407186676,859776.5,447596.375,0.0001,0.0,0.0001,0.0001,501852.4,312479.03,1193325.1,118296.16
26,226.0,0.0,2960.0,26.0,97.0,2960.0,0.9998496666666457,1.0,1.0,0.0,,,,692294.7708333335,56272.6585484945,793404.75,610741.0,9.999997999999999e-05,1.4551915e-11,0.0001,0.0001,312878.03,129269.43,531949.44,110941.46
27,235.0,0.0,3030.0,27.0,70.0,3030.0,0.9998438333333116,0.0,0.0,0.0,,,,671017.0347222221,101593.94401156373,855413.75,545918.375,0.0001,0.0,0.0001,0.0001,314140.66,217007.88,667191.8,76618.29
28,247.0,0.0,3132.0,28.0,102.0,3132.0,0.9998353333333104,0.0,0.0,0.0,,,,679578.5703125,111989.08526592633,829019.875,479340.34375,9.999997999999999e-05,1.4551915e-11,0.0001,0.0001,263795.72,130841.45,496154.38,84955.836
29,261.0,0.0,3244.0,29.0,112.0,3244.0,0.9998259999999756,0.0,0.0,0.0,,,,722015.7366071428,99876.81831199255,929762.125,605857.625,9.999997999999999e-05,1.4551915e-11,0.0001,0.0001,487360.97,306755.4,1042787.25,132921.72
30,270.0,0.0,3314.0,30.0,70.0,3314.0,0.9998201666666416,0.0,0.0,0.0,,,,651554.0173611111,88026.76108200723,779905.6875,470902.34375,0.0001,0.0,0.0001,0.0001,304682.0,168696.44,604300.6,88287.74
31,299.0,0.0,3544.0,31.0,230.0,3544.0,0.9998009999999722,0.0,0.0,0.0,,,,675038.4924568966,86309.05066485955,832818.1875,464158.59375,0.000100000005,7.275958000000001e-12,0.0001,0.0001,418245.62,211409.2,793203.4,104460.625
32,310.0,0.0,3630.0,32.0,86.0,3630.0,0.9997938333333044,0.0,0.0,0.0,,,,699581.5454545454,67984.95404878707,851660.5625,616562.5625,9.999999e-05,7.275958000000001e-12,0.0001,0.0001,469687.5,237797.27,997408.8,168009.06
33,323.0,0.0,3739.0,33.0,109.0,3739.0,0.99978474999997,1.0,1.0,0.0,,,,702985.6802884615,118034.32712575895,900900.875,520183.96875,9.999997999999999e-05,1.4551915e-11,0.0001,0.0001,371958.94,286800.4,1139986.6,84035.234
34,337.0,0.0,3850.0,34.0,111.0,3850.0,0.9997754999999686,0.0,0.0,0.0,,,,708287.6450892857,122011.88947184115,880721.1875,434747.34375,9.999997999999999e-05,1.4551915e-11,0.0001,0.0001,404921.06,250763.64,997592.2,100732.26
35,355.0,0.0,3997.0,35.0,147.0,3997.0,0.9997632499999668,0.0,0.0,0.0,,,,703162.6770833335,86445.32154515503,847098.625,545489.125,9.999999e-05,7.275958000000001e-12,0.0001,0.0001,336113.16,190670.31,853080.25,107758.54
36,372.0,0.0,4127.0,36.0,130.0,4127.0,0.999752416666632,2.0,2.0,0.0,,,,713581.6286764706,98564.94136426187,873906.875,538319.25,0.0001,0.0,0.0001,0.0001,315366.28,144165.02,600740.75,105442.15
37,391.0,0.0,4279.0,37.0,152.0,4279.0,0.9997397499999636,1.0,1.0,0.0,,,,725678.0723684209,78844.62323069024,917846.125,623750.4375,9.999999e-05,7.275958000000001e-12,0.0001,0.0001,403920.97,271340.66,1210446.1,118484.836
38,400.0,0.0,4354.0,38.0,75.0,4354.0,0.9997334999999627,2.0,2.0,0.0,,,,712931.5555555555,82939.21941654461,867610.0,570866.125,0.0001,0.0,0.0001,0.0001,352209.78,120026.64,537784.25,101035.305
39,416.0,0.0,4481.0,39.0,127.0,4481.0,0.999722916666628,0.0,0.0,0.0,,,,714529.328125,118844.80162383027,953917.125,456860.3125,0.0001,0.0,0.0001,0.0001,444386.28,245525.56,1046919.6,125163.63
40,425.0,0.0,4557.0,40.0,76.0,4557.0,0.9997165833332936,0.0,0.0,0.0,,,,711138.5,62943.3168852322,804141.25,620567.875,0.0001,0.0,0.0001,0.0001,324579.16,208003.83,723166.06,92568.1
41,433.0,0.0,4614.0,41.0,57.0,4614.0,0.9997118333332929,2.0,2.0,0.0,,,,689547.9140625,101220.01187053973,894254.8125,557510.375,0.0001,0.0,0.0001,0.0001,299570.75,138541.7,510662.75,139759.94
42,445.0,0.0,4712.0,42.0,98.0,4712.0,0.9997036666666252,0.0,0.0,0.0,,,,736636.6770833335,107943.58581725818,938535.1875,557121.9375,9.999997999999999e-05,1.4551915e-11,0.0001,0.0001,374559.38,261506.27,888951.94,132926.16
43,452.0,0.0,4769.0,43.0,57.0,4769.0,0.9996989166666246,1.0,1.0,0.0,,,,695676.5892857143,84448.78878585034,820517.125,588344.375,0.0001,0.0,0.0001,0.0001,342992.03,251472.02,839163.8,64301.29
44,471.0,0.0,4923.0,44.0,154.0,4923.0,0.9996860833332896,2.0,2.0,0.0,,,,726815.7911184209,137182.95438810784,966334.8125,508991.375,9.999999e-05,7.275958000000001e-12,0.0001,0.0001,372622.16,283322.62,986904.56,69681.86
45,476.0,0.0,4961.0,45.0,38.0,4961.0,0.9996829166666223,0.0,0.0,0.0,,,,684410.075,88266.01511611787,797467.125,555529.375,9.999999e-05,7.275958000000001e-12,0.0001,0.0001,339167.78,222781.84,687348.94,75083.33
46,498.0,0.0,5137.0,46.0,176.0,5137.0,0.9996682499999536,0.0,0.0,0.0,,,,695859.2954545454,128640.34746966102,1166920.375,528685.125,0.0001,0.0,0.0001,0.0001,374724.9,218953.75,1073031.2,104004.055
47,510.0,0.0,5232.0,47.0,95.0,5232.0,0.999660333333286,1.0,1.0,0.0,,,,719410.3385416665,94723.04761406894,856537.6875,568056.1875,9.999997999999999e-05,1.4551915e-11,0.0001,0.0001,366733.97,240533.69,921709.06,80717.25
48,520.0,0.0,5314.0,48.0,82.0,5314.0,0.9996534999999516,2.0,2.0,0.0,,,,695931.53125,71030.2741585754,776229.25,542041.5625,9.999999e-05,7.275958000000001e-12,0.0001,0.0001,410652.44,173269.45,660652.5,142731.72
49,535.0,0.0,5434.0,49.0,120.0,5434.0,0.9996434999999502,0.0,0.0,0.0,,,,700260.8375,110707.29437592355,930553.3125,541524.8125,9.9999976e-05,2.1827873e-11,0.0001,0.0001,283107.06,179253.2,665681.94,59571.18
50,557.0,0.0,5611.0,50.0,177.0,5611.0,0.999628749999948,1.0,1.0,0.0,,,,705203.0227272727,132845.97496261215,1035028.875,503446.65625,0.0001,0.0,0.0001,0.0001,422594.03,228726.45,1087145.4,157609.02
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
2 1 0.0 1.0 72.0 1.0 72.0 72.0 1.0 0.0
3 2 0.0 1.0 152.0 2.0 80.0 152.0 1.0 0.0
4 3 0.0 1.0 258.0 3.0 106.0 258.0 1.0 0.0
5 4 0.0 1.0 395.0 4.0 137.0 395.0 1.0 0.0
6 5 0.0 1.0 482.0 5.0 87.0 482.0 1.0 0.0
7 6 0.0 1.0 619.0 6.0 137.0 619.0 1.0 0.0
8 7 0.0 1.0 741.0 7.0 122.0 741.0 1.0 0.0
9 8 0.0 1.0 854.0 8.0 113.0 854.0 1.0 0.0
10 9 0.0 1.0 990.0 9.0 136.0 990.0 1.0 0.0
11 10 0.0 1.0 1156.0 10.0 166.0 1156.0 1.0 0.0
12 11 19.0 0.0 1305.0 11.0 149.0 1305.0 0.9999875833333316 2.0 2.0 0.0 1339520.2434210526 184919.34520856454 1791031.5 1101515.5 9.999999e-05 7.275958000000001e-12 0.0001 0.0001 20942.572 15185.902 49867.83 2763.4722
13 12 30.0 0.0 1396.0 12.0 91.0 1396.0 0.9999799999999972 1.0 1.0 0.0 1261764.443181818 164623.2221318316 1589754.25 986794.75 9.999999e-05 7.275958000000001e-12 0.0001 0.0001 102400.02 31106.42 167713.72 54035.3
14 13 43.0 0.0 1496.0 13.0 100.0 1496.0 0.9999716666666628 0.0 0.0 0.0 1242262.0528846157 295499.1523782238 1891633.25 812805.125 9.999997999999999e-05 1.4551915e-11 0.0001 0.0001 283452.56 92865.305 440205.03 127493.8
15 14 49.0 0.0 1549.0 14.0 53.0 1549.0 0.9999672499999954 0.0 0.0 0.0 1091686.958333333 172711.04306909238 1321516.875 855075.625 0.0001 0.0 0.0001 0.0001 482487.12 126118.766 639976.75 308395.8
16 15 59.0 0.0 1626.0 15.0 77.0 1626.0 0.999960833333328 0.0 0.0 0.0 1109850.81875 119630.31357911039 1276410.5 882989.4375 9.999999e-05 7.275958000000001e-12 0.0001 0.0001 773183.25 108065.16 942864.44 571502.06
17 16 69.0 0.0 1706.0 16.0 80.0 1706.0 0.9999541666666604 0.0 0.0 0.0 815454.53125 151053.45910010804 1148592.375 596728.5625 9.999999e-05 7.275958000000001e-12 0.0001 0.0001 710309.5 221686.27 1077183.1 402036.38
18 17 86.0 0.0 1843.0 17.0 137.0 1843.0 0.9999427499999921 3.0 3.0 0.0 767197.5404411765 113620.83752408336 983194.5 527794.3125 0.0001 0.0 0.0001 0.0001 948837.25 710340.75 2427402.8 218684.45
19 18 91.0 0.0 1885.0 18.0 42.0 1885.0 0.9999392499999916 0.0 0.0 0.0 685552.325 83097.72085441972 820914.125 558639.5625 9.999999e-05 7.275958000000001e-12 0.0001 0.0001 615437.9 317192.38 993827.0 146039.55
20 19 100.0 0.0 1950.0 19.0 65.0 1950.0 0.999933833333324 0.0 0.0 0.0 644227.0347222221 53962.466838289874 767836.0625 566703.875 0.0001 0.0 0.0001 0.0001 418078.6 312090.8 1025582.6 139636.81
21 20 109.0 0.0 2025.0 20.0 75.0 2025.0 0.9999275833333232 0.0 0.0 0.0 724847.8680555555 123661.84220225851 987781.4375 599297.5625 0.0001 0.0 0.0001 0.0001 722017.1 249802.42 1087545.2 299241.9
22 21 122.0 0.0 2129.0 21.0 104.0 2129.0 0.9999189166666552 1.0 1.0 0.0 702084.7403846154 81963.71585102813 823949.1875 545919.1875 9.999997999999999e-05 1.4551915e-11 0.0001 0.0001 584613.4 319591.78 1268140.2 249426.1
23 22 151.0 0.0 2362.0 22.0 233.0 2362.0 0.999899499999986 2.0 2.0 0.0 735698.8620689657 84246.47558469564 919935.875 580509.0 0.000100000005 7.275958000000001e-12 0.0001 0.0001 480939.78 329924.56 1458567.0 139332.55
24 23 163.0 0.0 2460.0 23.0 98.0 2460.0 0.999891333333318 1.0 1.0 0.0 664745.1197916665 87075.6168359563 822463.5625 493297.25 9.999997999999999e-05 1.4551915e-11 0.0001 0.0001 420935.4 321087.28 1106371.6 129392.72
25 24 192.0 0.0 2687.0 24.0 227.0 2687.0 0.9998724166666488 1.0 1.0 0.0 698969.2327586206 114288.0543654724 955494.1875 477767.25 0.000100000005 7.275958000000001e-12 0.0001 0.0001 360497.2 170312.77 772350.9 100746.336
26 25 214.0 0.0 2863.0 25.0 176.0 2863.0 0.99985774999998 1.0 1.0 0.0 669741.1235795454 111243.64407186676 859776.5 447596.375 0.0001 0.0 0.0001 0.0001 501852.4 312479.03 1193325.1 118296.16
27 26 226.0 0.0 2960.0 26.0 97.0 2960.0 0.9998496666666457 1.0 1.0 0.0 692294.7708333335 56272.6585484945 793404.75 610741.0 9.999997999999999e-05 1.4551915e-11 0.0001 0.0001 312878.03 129269.43 531949.44 110941.46
28 27 235.0 0.0 3030.0 27.0 70.0 3030.0 0.9998438333333116 0.0 0.0 0.0 671017.0347222221 101593.94401156373 855413.75 545918.375 0.0001 0.0 0.0001 0.0001 314140.66 217007.88 667191.8 76618.29
29 28 247.0 0.0 3132.0 28.0 102.0 3132.0 0.9998353333333104 0.0 0.0 0.0 679578.5703125 111989.08526592633 829019.875 479340.34375 9.999997999999999e-05 1.4551915e-11 0.0001 0.0001 263795.72 130841.45 496154.38 84955.836
30 29 261.0 0.0 3244.0 29.0 112.0 3244.0 0.9998259999999756 0.0 0.0 0.0 722015.7366071428 99876.81831199255 929762.125 605857.625 9.999997999999999e-05 1.4551915e-11 0.0001 0.0001 487360.97 306755.4 1042787.25 132921.72
31 30 270.0 0.0 3314.0 30.0 70.0 3314.0 0.9998201666666416 0.0 0.0 0.0 651554.0173611111 88026.76108200723 779905.6875 470902.34375 0.0001 0.0 0.0001 0.0001 304682.0 168696.44 604300.6 88287.74
32 31 299.0 0.0 3544.0 31.0 230.0 3544.0 0.9998009999999722 0.0 0.0 0.0 675038.4924568966 86309.05066485955 832818.1875 464158.59375 0.000100000005 7.275958000000001e-12 0.0001 0.0001 418245.62 211409.2 793203.4 104460.625
33 32 310.0 0.0 3630.0 32.0 86.0 3630.0 0.9997938333333044 0.0 0.0 0.0 699581.5454545454 67984.95404878707 851660.5625 616562.5625 9.999999e-05 7.275958000000001e-12 0.0001 0.0001 469687.5 237797.27 997408.8 168009.06
34 33 323.0 0.0 3739.0 33.0 109.0 3739.0 0.99978474999997 1.0 1.0 0.0 702985.6802884615 118034.32712575895 900900.875 520183.96875 9.999997999999999e-05 1.4551915e-11 0.0001 0.0001 371958.94 286800.4 1139986.6 84035.234
35 34 337.0 0.0 3850.0 34.0 111.0 3850.0 0.9997754999999686 0.0 0.0 0.0 708287.6450892857 122011.88947184115 880721.1875 434747.34375 9.999997999999999e-05 1.4551915e-11 0.0001 0.0001 404921.06 250763.64 997592.2 100732.26
36 35 355.0 0.0 3997.0 35.0 147.0 3997.0 0.9997632499999668 0.0 0.0 0.0 703162.6770833335 86445.32154515503 847098.625 545489.125 9.999999e-05 7.275958000000001e-12 0.0001 0.0001 336113.16 190670.31 853080.25 107758.54
37 36 372.0 0.0 4127.0 36.0 130.0 4127.0 0.999752416666632 2.0 2.0 0.0 713581.6286764706 98564.94136426187 873906.875 538319.25 0.0001 0.0 0.0001 0.0001 315366.28 144165.02 600740.75 105442.15
38 37 391.0 0.0 4279.0 37.0 152.0 4279.0 0.9997397499999636 1.0 1.0 0.0 725678.0723684209 78844.62323069024 917846.125 623750.4375 9.999999e-05 7.275958000000001e-12 0.0001 0.0001 403920.97 271340.66 1210446.1 118484.836
39 38 400.0 0.0 4354.0 38.0 75.0 4354.0 0.9997334999999627 2.0 2.0 0.0 712931.5555555555 82939.21941654461 867610.0 570866.125 0.0001 0.0 0.0001 0.0001 352209.78 120026.64 537784.25 101035.305
40 39 416.0 0.0 4481.0 39.0 127.0 4481.0 0.999722916666628 0.0 0.0 0.0 714529.328125 118844.80162383027 953917.125 456860.3125 0.0001 0.0 0.0001 0.0001 444386.28 245525.56 1046919.6 125163.63
41 40 425.0 0.0 4557.0 40.0 76.0 4557.0 0.9997165833332936 0.0 0.0 0.0 711138.5 62943.3168852322 804141.25 620567.875 0.0001 0.0 0.0001 0.0001 324579.16 208003.83 723166.06 92568.1
42 41 433.0 0.0 4614.0 41.0 57.0 4614.0 0.9997118333332929 2.0 2.0 0.0 689547.9140625 101220.01187053973 894254.8125 557510.375 0.0001 0.0 0.0001 0.0001 299570.75 138541.7 510662.75 139759.94
43 42 445.0 0.0 4712.0 42.0 98.0 4712.0 0.9997036666666252 0.0 0.0 0.0 736636.6770833335 107943.58581725818 938535.1875 557121.9375 9.999997999999999e-05 1.4551915e-11 0.0001 0.0001 374559.38 261506.27 888951.94 132926.16
44 43 452.0 0.0 4769.0 43.0 57.0 4769.0 0.9996989166666246 1.0 1.0 0.0 695676.5892857143 84448.78878585034 820517.125 588344.375 0.0001 0.0 0.0001 0.0001 342992.03 251472.02 839163.8 64301.29
45 44 471.0 0.0 4923.0 44.0 154.0 4923.0 0.9996860833332896 2.0 2.0 0.0 726815.7911184209 137182.95438810784 966334.8125 508991.375 9.999999e-05 7.275958000000001e-12 0.0001 0.0001 372622.16 283322.62 986904.56 69681.86
46 45 476.0 0.0 4961.0 45.0 38.0 4961.0 0.9996829166666223 0.0 0.0 0.0 684410.075 88266.01511611787 797467.125 555529.375 9.999999e-05 7.275958000000001e-12 0.0001 0.0001 339167.78 222781.84 687348.94 75083.33
47 46 498.0 0.0 5137.0 46.0 176.0 5137.0 0.9996682499999536 0.0 0.0 0.0 695859.2954545454 128640.34746966102 1166920.375 528685.125 0.0001 0.0 0.0001 0.0001 374724.9 218953.75 1073031.2 104004.055
48 47 510.0 0.0 5232.0 47.0 95.0 5232.0 0.999660333333286 1.0 1.0 0.0 719410.3385416665 94723.04761406894 856537.6875 568056.1875 9.999997999999999e-05 1.4551915e-11 0.0001 0.0001 366733.97 240533.69 921709.06 80717.25
49 48 520.0 0.0 5314.0 48.0 82.0 5314.0 0.9996534999999516 2.0 2.0 0.0 695931.53125 71030.2741585754 776229.25 542041.5625 9.999999e-05 7.275958000000001e-12 0.0001 0.0001 410652.44 173269.45 660652.5 142731.72
50 49 535.0 0.0 5434.0 49.0 120.0 5434.0 0.9996434999999502 0.0 0.0 0.0 700260.8375 110707.29437592355 930553.3125 541524.8125 9.9999976e-05 2.1827873e-11 0.0001 0.0001 283107.06 179253.2 665681.94 59571.18
51 50 557.0 0.0 5611.0 50.0 177.0 5611.0 0.999628749999948 1.0 1.0 0.0 705203.0227272727 132845.97496261215 1035028.875 503446.65625 0.0001 0.0 0.0001 0.0001 422594.03 228726.45 1087145.4 157609.02