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,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,Q/Mean,Q/Stdev,Q/Max,Q/Min,TD targets/Mean,TD targets/Stdev,TD targets/Max,TD targets/Min,actions/Mean,actions/Stdev,actions/Max,actions/Min
1,0.0,1.0,7.0,1.0,7.0,7.0,0.0,,,0.0,,,,,,,,,,,,,,,,3.920992039885856,1.9311631961290656,6.793465209300998,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
2,0.0,1.0,16.0,2.0,9.0,16.0,0.0,,,0.0,,,,,,,,,,,,,,,,4.868972232004988,2.4684556783231795,8.648275251635907,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
3,0.0,1.0,24.0,3.0,8.0,24.0,0.0,,,0.0,,,,,,,,,,,,,,,,4.396559354551124,2.2014466321645245,7.725530557207988,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
4,0.0,1.0,32.0,4.0,8.0,32.0,0.0,,,0.0,,,,,,,,,,,,,,,,4.396559354551124,2.2014466321645245,7.725530557207988,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
5,0.0,1.0,40.0,5.0,8.0,40.0,0.0,,,0.0,,,,,,,,,,,,,,,,4.396559354551124,2.2014466321645245,7.725530557207988,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
6,0.0,1.0,45.0,6.0,5.0,45.0,0.0,,,0.0,,,,,,,,,,,,,,,,2.960298802,1.3792204603784504,4.90099501,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
7,0.0,1.0,48.0,7.0,3.0,48.0,0.0,,,0.0,,,,,,,,,,,,,,,,1.9867,0.8042933420089962,2.9701,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
8,0.0,1.0,53.0,8.0,5.0,53.0,0.0,,,0.0,,,,,,,,,,,,,,,,2.960298802,1.3792204603784504,4.90099501,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
9,0.0,1.0,57.0,9.0,4.0,57.0,0.0,,,0.0,,,,,,,,,,,,,,,,2.47512475,1.0958293864638269,3.940399,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
10,0.0,1.0,62.0,10.0,5.0,62.0,0.0,,,0.0,,,,,,,,,,,,,,,,2.960298802,1.3792204603784504,4.90099501,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
11,0.0,1.0,71.0,11.0,9.0,71.0,0.0,,,0.0,,,,,,,,,,,,,,,,4.868972232004988,2.4684556783231795,8.648275251635907,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
12,0.0,1.0,74.0,12.0,3.0,74.0,0.0,,,0.0,,,,,,,,,,,,,,,,1.9867,0.8042933420089962,2.9701,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
13,0.0,1.0,78.0,13.0,4.0,78.0,0.0,,,0.0,,,,,,,,,,,,,,,,2.47512475,1.0958293864638269,3.940399,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
14,0.0,1.0,81.0,14.0,3.0,81.0,0.0,,,0.0,,,,,,,,,,,,,,,,1.9867,0.8042933420089962,2.9701,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
15,0.0,1.0,89.0,15.0,8.0,89.0,0.0,,,0.0,,,,,,,,,,,,,,,,4.396559354551124,2.2014466321645245,7.725530557207988,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
16,0.0,1.0,93.0,16.0,4.0,93.0,0.0,,,0.0,,,,,,,,,,,,,,,,2.47512475,1.0958293864638269,3.940399,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
17,0.0,1.0,98.0,17.0,5.0,98.0,0.0,,,0.0,,,,,,,,,,,,,,,,2.960298802,1.3792204603784504,4.90099501,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
18,0.0,1.0,101.0,18.0,3.0,101.0,0.0,,,0.0,,,,,,,,,,,,,,,,1.9867,0.8042933420089962,2.9701,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
19,0.0,1.0,105.0,19.0,4.0,105.0,0.0,,,0.0,,,,,,,,,,,,,,,,2.47512475,1.0958293864638269,3.940399,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
20,0.0,1.0,109.0,20.0,4.0,109.0,0.0,,,0.0,,,,,,,,,,,,,,,,2.47512475,1.0958293864638269,3.940399,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
21,0.0,1.0,113.0,21.0,4.0,113.0,0.0,,,0.0,,,,,,,,,,,,,,,,2.47512475,1.0958293864638269,3.940399,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
22,0.0,1.0,119.0,22.0,6.0,119.0,0.0,,,0.0,,,,,,,,,,,,,,,,3.44224651165,1.657279559837906,5.8519850599000005,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
23,0.0,1.0,123.0,23.0,4.0,123.0,0.0,,,0.0,,,,,,,,,,,,,,,,2.47512475,1.0958293864638269,3.940399,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
24,0.0,1.0,126.0,24.0,3.0,126.0,0.0,,,0.0,,,,,,,,,,,,,,,,1.9867,0.8042933420089962,2.9701,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
25,0.0,1.0,136.0,25.0,10.0,136.0,0.0,,,0.0,,,,,,,,,,,,,,,,5.338254258716446,2.7323939462696547,9.561792499119552,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
26,0.0,1.0,144.0,26.0,8.0,144.0,0.0,,,0.0,,,,,,,,,,,,,,,,4.396559354551124,2.2014466321645245,7.725530557207988,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
27,0.0,1.0,147.0,27.0,3.0,147.0,0.0,,,0.0,,,,,,,,,,,,,,,,1.9867,0.8042933420089962,2.9701,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
28,0.0,1.0,154.0,28.0,7.0,154.0,0.0,,,0.0,,,,,,,,,,,,,,,,3.920992039885856,1.9311631961290656,6.793465209300998,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
29,0.0,1.0,165.0,29.0,11.0,165.0,0.0,,,0.0,,,,,,,,,,,,,,,,5.804428832844801,2.993399215062785,10.466174574128354,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
30,0.0,1.0,175.0,30.0,10.0,175.0,0.0,,,0.0,,,,,,,,,,,,,,,,5.338254258716446,2.7323939462696547,9.561792499119552,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
31,0.0,1.0,185.0,31.0,10.0,185.0,0.0,,,0.0,,,,,,,,,,,,,,,,5.338254258716446,2.7323939462696547,9.561792499119552,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
32,0.0,1.0,190.0,32.0,5.0,190.0,0.0,,,0.0,,,,,,,,,,,,,,,,2.960298802,1.3792204603784504,4.90099501,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
33,0.0,1.0,196.0,33.0,6.0,196.0,0.0,,,0.0,,,,,,,,,,,,,,,,3.44224651165,1.657279559837906,5.8519850599000005,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
34,0.0,1.0,201.0,34.0,5.0,201.0,0.0,,,0.0,,,,,,,,,,,,,,,,2.960298802,1.3792204603784504,4.90099501,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
35,0.0,1.0,204.0,35.0,3.0,204.0,0.0,,,0.0,,,,,,,,,,,,,,,,1.9867,0.8042933420089962,2.9701,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
36,0.0,1.0,209.0,36.0,5.0,209.0,0.0,,,0.0,,,,,,,,,,,,,,,,2.960298802,1.3792204603784504,4.90099501,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
37,0.0,1.0,216.0,37.0,7.0,216.0,0.0,,,0.0,,,,,,,,,,,,,,,,3.920992039885856,1.9311631961290656,6.793465209300998,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
38,0.0,1.0,221.0,38.0,5.0,221.0,0.0,,,0.0,,,,,,,,,,,,,,,,2.960298802,1.3792204603784504,4.90099501,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
39,0.0,1.0,231.0,39.0,10.0,231.0,0.0,,,0.0,,,,,,,,,,,,,,,,5.338254258716446,2.7323939462696547,9.561792499119552,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
40,0.0,1.0,237.0,40.0,6.0,237.0,0.0,,,0.0,,,,,,,,,,,,,,,,3.44224651165,1.657279559837906,5.8519850599000005,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
41,0.0,1.0,246.0,41.0,9.0,246.0,0.0,,,0.0,,,,,,,,,,,,,,,,4.868972232004988,2.4684556783231795,8.648275251635907,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
42,0.0,1.0,249.0,42.0,3.0,249.0,0.0,,,0.0,,,,,,,,,,,,,,,,1.9867,0.8042933420089962,2.9701,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
43,0.0,1.0,253.0,43.0,4.0,253.0,0.0,,,0.0,,,,,,,,,,,,,,,,2.47512475,1.0958293864638269,3.940399,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
44,0.0,1.0,259.0,44.0,6.0,259.0,0.0,,,0.0,,,,,,,,,,,,,,,,3.44224651165,1.657279559837906,5.8519850599000005,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
45,0.0,1.0,279.0,45.0,20.0,279.0,0.0,,,0.0,,,,,,,,,,,,,,,,9.86393411062928,5.2218773942992875,18.209306240276906,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
46,0.0,1.0,286.0,46.0,7.0,286.0,0.0,,,0.0,,,,,,,,,,,,,,,,3.920992039885856,1.9311631961290656,6.793465209300998,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
47,0.0,1.0,296.0,47.0,10.0,296.0,0.0,,,0.0,,,,,,,,,,,,,,,,5.338254258716446,2.7323939462696547,9.561792499119552,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
48,0.0,1.0,299.0,48.0,3.0,299.0,0.0,,,0.0,,,,,,,,,,,,,,,,1.9867,0.8042933420089962,2.9701,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
49,0.0,1.0,311.0,49.0,12.0,311.0,0.0,,,0.0,,,,,,,,,,,,,,,,6.267519165806655,3.251571134644539,11.36151282838707,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
50,0.0,1.0,318.0,50.0,7.0,318.0,0.0,,,0.0,,,,,,,,,,,,,,,,3.920992039885856,1.9311631961290656,6.793465209300998,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
51,0.0,1.0,321.0,51.0,3.0,321.0,0.0,,,0.0,,,,,,,,,,,,,,,,1.9867,0.8042933420089962,2.9701,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
52,0.0,1.0,326.0,52.0,5.0,326.0,0.0,,,0.0,,,,,,,,,,,,,,,,2.960298802,1.3792204603784504,4.90099501,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
53,0.0,1.0,329.0,53.0,3.0,329.0,0.0,,,0.0,,,,,,,,,,,,,,,,1.9867,0.8042933420089962,2.9701,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
54,0.0,1.0,334.0,54.0,5.0,334.0,0.0,,,0.0,,,,,,,,,,,,,,,,2.960298802,1.3792204603784504,4.90099501,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
55,0.0,1.0,344.0,55.0,10.0,344.0,0.0,,,0.0,,,,,,,,,,,,,,,,5.338254258716446,2.7323939462696547,9.561792499119552,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
56,0.0,1.0,347.0,56.0,3.0,347.0,0.0,,,0.0,,,,,,,,,,,,,,,,1.9867,0.8042933420089962,2.9701,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
57,0.0,1.0,350.0,57.0,3.0,350.0,0.0,,,0.0,,,,,,,,,,,,,,,,1.9867,0.8042933420089962,2.9701,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
58,0.0,1.0,353.0,58.0,3.0,353.0,0.0,,,0.0,,,,,,,,,,,,,,,,1.9867,0.8042933420089962,2.9701,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
59,0.0,1.0,358.0,59.0,5.0,358.0,0.0,,,0.0,,,,,,,,,,,,,,,,2.960298802,1.3792204603784504,4.90099501,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
60,0.0,1.0,366.0,60.0,8.0,366.0,0.0,,,0.0,,,,,,,,,,,,,,,,4.396559354551124,2.2014466321645245,7.725530557207988,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
61,0.0,1.0,371.0,61.0,5.0,371.0,0.0,,,0.0,,,,,,,,,,,,,,,,2.960298802,1.3792204603784504,4.90099501,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
62,0.0,1.0,374.0,62.0,3.0,374.0,0.0,,,0.0,,,,,,,,,,,,,,,,1.9867,0.8042933420089962,2.9701,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
63,0.0,1.0,377.0,63.0,3.0,377.0,0.0,,,0.0,,,,,,,,,,,,,,,,1.9867,0.8042933420089962,2.9701,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
64,0.0,1.0,381.0,64.0,4.0,381.0,0.0,,,0.0,,,,,,,,,,,,,,,,2.47512475,1.0958293864638269,3.940399,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
65,0.0,1.0,384.0,65.0,3.0,384.0,0.0,,,0.0,,,,,,,,,,,,,,,,1.9867,0.8042933420089962,2.9701,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
66,0.0,1.0,398.0,66.0,14.0,398.0,0.0,,,0.0,,,,,,,,,,,,,,,,7.184539029491803,3.7597049262044866,13.125418723102165,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
67,0.0,1.0,403.0,67.0,5.0,403.0,0.0,,,0.0,,,,,,,,,,,,,,,,2.960298802,1.3792204603784504,4.90099501,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
68,0.0,1.0,407.0,68.0,4.0,407.0,0.0,,,0.0,,,,,,,,,,,,,,,,2.47512475,1.0958293864638269,3.940399,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
69,0.0,1.0,411.0,69.0,4.0,411.0,0.0,,,0.0,,,,,,,,,,,,,,,,2.47512475,1.0958293864638269,3.940399,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
70,0.0,1.0,414.0,70.0,3.0,414.0,0.0,,,0.0,,,,,,,,,,,,,,,,1.9867,0.8042933420089962,2.9701,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
71,0.0,1.0,417.0,71.0,3.0,417.0,0.0,,,0.0,,,,,,,,,,,,,,,,1.9867,0.8042933420089962,2.9701,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
72,0.0,1.0,423.0,72.0,6.0,423.0,0.0,,,0.0,,,,,,,,,,,,,,,,3.44224651165,1.657279559837906,5.8519850599000005,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
73,0.0,1.0,427.0,73.0,4.0,427.0,0.0,,,0.0,,,,,,,,,,,,,,,,2.47512475,1.0958293864638269,3.940399,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
74,0.0,1.0,436.0,74.0,9.0,436.0,0.0,,,0.0,,,,,,,,,,,,,,,,4.868972232004988,2.4684556783231795,8.648275251635907,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
75,0.0,1.0,442.0,75.0,6.0,442.0,0.0,,,0.0,,,,,,,,,,,,,,,,3.44224651165,1.657279559837906,5.8519850599000005,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
76,0.0,1.0,449.0,76.0,7.0,449.0,0.0,,,0.0,,,,,,,,,,,,,,,,3.920992039885856,1.9311631961290656,6.793465209300998,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
77,0.0,1.0,456.0,77.0,7.0,456.0,0.0,,,0.0,,,,,,,,,,,,,,,,3.920992039885856,1.9311631961290656,6.793465209300998,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
78,0.0,1.0,459.0,78.0,3.0,459.0,0.0,,,0.0,,,,,,,,,,,,,,,,1.9867,0.8042933420089962,2.9701,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
79,0.0,1.0,464.0,79.0,5.0,464.0,0.0,,,0.0,,,,,,,,,,,,,,,,2.960298802,1.3792204603784504,4.90099501,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
80,0.0,1.0,467.0,80.0,3.0,467.0,0.0,,,0.0,,,,,,,,,,,,,,,,1.9867,0.8042933420089962,2.9701,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
81,0.0,1.0,470.0,81.0,3.0,470.0,0.0,,,0.0,,,,,,,,,,,,,,,,1.9867,0.8042933420089962,2.9701,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
82,0.0,1.0,473.0,82.0,3.0,473.0,0.0,,,0.0,,,,,,,,,,,,,,,,1.9867,0.8042933420089962,2.9701,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
83,0.0,1.0,484.0,83.0,11.0,484.0,0.0,,,0.0,,,,,,,,,,,,,,,,5.804428832844801,2.993399215062785,10.466174574128354,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
84,0.0,1.0,490.0,84.0,6.0,490.0,0.0,,,0.0,,,,,,,,,,,,,,,,3.44224651165,1.657279559837906,5.8519850599000005,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
85,0.0,1.0,503.0,85.0,13.0,503.0,0.0,,,0.0,,,,,,,,,,,,,,,,6.727548283829467,3.506985965126692,12.2478977001032,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
86,0.0,1.0,513.0,86.0,10.0,513.0,0.0,,,0.0,,,,,,,,,,,,,,,,5.338254258716446,2.7323939462696547,9.561792499119552,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
87,0.0,1.0,516.0,87.0,3.0,516.0,0.0,,,0.0,,,,,,,,,,,,,,,,1.9867,0.8042933420089962,2.9701,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
88,0.0,1.0,520.0,88.0,4.0,520.0,0.0,,,0.0,,,,,,,,,,,,,,,,2.47512475,1.0958293864638269,3.940399,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
89,0.0,1.0,523.0,89.0,3.0,523.0,0.0,,,0.0,,,,,,,,,,,,,,,,1.9867,0.8042933420089962,2.9701,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
90,0.0,1.0,533.0,90.0,10.0,533.0,0.0,,,0.0,,,,,,,,,,,,,,,,5.338254258716446,2.7323939462696547,9.561792499119552,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
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556,970.0,0.0,1996.0,556.0,3.0,1996.0,-0.01496018792263813,3.0,3.0,1.0,,,,0.03210065886378288,0.003324117511510849,0.03542477637529373,0.028776541352272037,0.0001,0.0,0.0001,0.0001,0.5724088,0.08932014,0.6617289000000001,0.48308864,1.9867,0.8042933420089962,2.9701,1.0,,,,,,,,,,,,,,,,,,,,,1.4352306000000001,0.34772602,1.8624003,1.0106609,1.5912428039731457,0.374003485571606,2.01379734158516,1.0,-3.021041051311532,0.00645546363169291,-3.014960187922638,-3.0299786722843023
557,972.0,0.0,1998.0,557.0,2.0,1998.0,0.0007379797976890232,2.0,2.0,1.0,,,,0.02741541527211666,0.0,0.02741541527211666,0.02741541527211666,0.0001,0.0,0.0001,0.0001,0.77996886,0.0,0.77996886,0.77996886,1.495,0.495,1.99,1.0,,,,,,,,,,,,,,,,,,,,,1.5807784,0.20919412,1.7899724,1.3715841999999998,1.5677917096298188,0.3729667889739515,1.979374793767929,1.0,-2.9965260067199964,0.002736013482314448,-2.9937899932376815,-2.9992620202023113
558,975.0,0.0,2001.0,558.0,3.0,2001.0,-0.002804822544191843,3.0,3.0,1.0,,,,0.024145549163222316,0.0001764688640832901,0.024322018027305603,0.023969080299139026,0.0001,0.0,0.0001,0.0001,0.41375959999999995,0.07507394,0.48883352,0.33868563,1.9867,0.8042933420089962,2.9701,1.0,,,,,,,,,,,,,,,,,,,,,1.40126,0.3070476,1.7541038,1.0056503,1.6390606161719188,0.3593625784134289,2.0667084634304045,1.0,-2.9767195477889867,0.01844622620366622,-2.9634244773621505,-3.002804822544192
559,978.0,0.0,2004.0,559.0,3.0,2004.0,0.04022088752541606,3.0,3.0,1.0,,,,0.02731485478579998,3.6029145121574395e-05,0.027350883930921555,0.02727882564067841,0.0001,0.0,0.0001,0.0001,0.43236268,0.26785840000000005,0.70022106,0.16450426,1.9867,0.8042933420089962,2.9701,1.0,,,,,,,,,,,,,,,,,,,,,1.403694,0.32444605,1.7910483,0.99702543,1.5631857621390373,0.3912950621163376,2.0598857712745664,1.0,-2.9752028648592144,0.012262986625295756,-2.959779112474584,-2.98978148396513
560,980.0,0.0,2006.0,560.0,2.0,2006.0,-0.04030263962580323,2.0,2.0,0.0,,,,0.029001804068684574,0.0,0.029001804068684574,0.029001804068684574,0.0001,0.0,0.0001,0.0001,0.41197714,0.0,0.41197714,0.41197714,1.495,0.495,1.99,1.0,,,,,,,,,,,,,,,,,,,,,1.5347466,0.3184321,1.8531787,1.2163146,1.5077791675925254,0.410652555024248,1.9466944748163224,1.0,-3.0295707991816294,0.010731840444173637,-3.0188389587374562,-3.040302639625803
561,982.0,0.0,2008.0,561.0,2.0,2008.0,0.008360298396809959,2.0,2.0,1.0,,,,0.02643654309213161,0.0,0.02643654309213161,0.02643654309213161,0.0001,0.0,0.0001,0.0001,0.7275001999999999,0.0,0.7275001999999999,0.7275001999999999,1.495,0.495,1.99,1.0,,,,,,,,,,,,,,,,,,,,,1.5600941000000002,0.28569305,1.8457872,1.2744011,1.6705899323057385,0.3282210191416077,1.9978273725509643,1.0,-2.9764562033939663,0.015183498209223822,-2.9612727051847423,-2.99163970160319
562,984.0,0.0,2010.0,562.0,2.0,2010.0,-0.022530519265084918,2.0,2.0,1.0,,,,0.025119274854660038,0.0,0.025119274854660038,0.025119274854660038,0.0001,0.0,0.0001,0.0001,0.19198458,0.0,0.19198458,0.19198458,1.495,0.495,1.99,1.0,,,,,,,,,,,,,,,,,,,,,1.5236828000000002,0.28553504,1.8092178,1.2381476999999999,1.5583877702429891,0.3959575165435765,2.0222353351116182,1.0,-3.0172747590079987,0.005255760257085962,-3.012018998750913,-3.022530519265085
563,986.0,0.0,2012.0,563.0,2.0,2012.0,0.008951607236416581,2.0,2.0,1.0,,,,0.040533412247896194,0.0,0.040533412247896194,0.040533412247896194,0.0001,0.0,0.0001,0.0001,1.0448349000000001,0.0,1.0448349000000001,1.0448349000000001,1.495,0.495,1.99,1.0,,,,,,,,,,,,,,,,,,,,,1.5861709,0.20049483,1.7866658,1.3856761,1.5736437509115784,0.3778468063392832,1.985369123220444,1.0,-2.9944152968073614,0.0033669040437771525,-2.991048392763584,-2.9977822008511383
564,988.0,0.0,2014.0,564.0,2.0,2014.0,0.01055495059339858,2.0,2.0,1.0,,,,0.025861110538244247,0.0,0.025861110538244247,0.025861110538244247,0.0001,0.0,0.0001,0.0001,0.39569023,0.0,0.39569023,0.39569023,1.495,0.495,1.99,1.0,,,,,,,,,,,,,,,,,,,,,1.6081047,0.20520955,1.8133143,1.4028952,1.6362316614482553,0.35778487549942906,1.9363223564624787,1.0,-2.9885938836352524,0.0008511657713490273,-2.9877427178639038,-2.9894450494066014
565,990.0,0.0,2016.0,565.0,2.0,2016.0,0.006692526554054575,2.0,2.0,0.0,,,,0.023621320724487305,0.0,0.023621320724487305,0.023621320724487305,0.0001,0.0,0.0001,0.0001,0.7544860999999999,0.0,0.7544860999999999,0.7544860999999999,1.495,0.495,1.99,1.0,,,,,,,,,,,,,,,,,,,,,1.5952896,0.20995581,1.8052453999999998,1.3853338,1.6827464743610472,0.31819376676308425,1.974921532869339,1.0,-2.9898337818994163,0.003473691546529212,-2.986360090352887,-2.9933074734459453
566,992.0,0.0,2018.0,566.0,2.0,2018.0,0.014388428748876206,2.0,2.0,1.0,,,,0.03411400690674782,0.0,0.03411400690674782,0.03411400690674782,0.0001,0.0,0.0001,0.0001,0.8318523999999999,0.0,0.8318523999999999,0.8318523999999999,1.495,0.495,1.99,1.0,,,,,,,,,,,,,,,,,,,,,1.5377493,0.24516219,1.7829115000000002,1.2925872,1.616602600580081,0.3603213005671477,1.9695213609933853,1.0,-2.989719086506541,0.004107515255417527,-2.985611571251124,-2.9938266017619592
567,994.0,0.0,2020.0,567.0,2.0,2020.0,0.013535364866997818,2.0,2.0,1.0,,,,0.021927060559391972,0.0,0.021927060559391972,0.021927060559391972,0.0001,0.0,0.0001,0.0001,0.7322253000000001,0.0,0.7322253000000001,0.7322253000000001,1.495,0.495,1.99,1.0,,,,,,,,,,,,,,,,,,,,,1.4673656000000002,0.2754922,1.7428578000000001,1.1918733999999997,1.6464802849479019,0.3494887065582368,2.0123735821247104,1.0,-2.9997529904755917,0.013288355342589542,-2.986464635133002,-3.013041345818181
568,996.0,0.0,2022.0,568.0,2.0,2022.0,0.0035560926139005834,2.0,2.0,1.0,,,,0.021966187283396717,0.0,0.021966187283396717,0.021966187283396717,0.0001,0.0,0.0001,0.0001,0.32295713,0.0,0.32295713,0.32295713,1.495,0.495,1.99,1.0,,,,,,,,,,,,,,,,,,,,,1.5334781000000002,0.23697245,1.7704506000000002,1.2965057,1.6045342717692257,0.3826519272499696,1.9511154580116272,1.0,-2.9834435149030147,0.0130003924830846,-2.97044312241993,-2.9964439073861
569,998.0,0.0,2024.0,569.0,2.0,2024.0,0.01873361341869166,2.0,2.0,1.0,,,,0.023348309099674225,0.0,0.023348309099674225,0.023348309099674225,0.0001,0.0,0.0001,0.0001,0.201229,0.0,0.201229,0.201229,1.495,0.495,1.99,1.0,,,,,,,,,,,,,,,,,,,,,1.6171103,0.20293325,1.8200436000000002,1.4141771,1.6431799534056335,0.3460332234502598,1.9499249595403672,1.0,-2.9788546594666725,0.0024117271146357755,-2.976442932352037,-2.9812663865813085
570,1001.0,0.0,2027.0,570.0,3.0,2027.0,-0.04443474816540605,3.0,3.0,0.0,,,,0.030798695981502533,0.003952085971832275,0.034750781953334815,0.026846610009670258,0.0001,0.0,0.0001,0.0001,1.0247241,0.48774147,1.5124656,0.53698266,1.9867,0.8042933420089962,2.9701,1.0,,,,,,,,,,,,,,,,,,,,,1.4015136000000001,0.36034793,1.8422747,0.9596084,1.6155300141964108,0.3770278628185735,2.0090738213062287,1.0,-3.0355126732829696,0.007318244631502656,-3.026509335590345,-3.044434748165406
571,1003.0,0.0,2029.0,571.0,2.0,2029.0,0.008597789231644056,2.0,2.0,1.0,,,,0.056333854794502265,0.0,0.056333854794502265,0.056333854794502265,0.0001,0.0,0.0001,0.0001,2.0904005,0.0,2.0904005,2.0904005,1.495,0.495,1.99,1.0,,,,,,,,,,,,,,,,,,,,,1.4995928,0.26646495,1.7660577000000002,1.2331278,1.6571508687920868,0.3386459089220765,1.998366357088089,1.0,-2.9939921825470983,0.002589971778741651,-2.9914022107683564,-2.9965821543258397
572,1005.0,0.0,2031.0,572.0,2.0,2031.0,-0.0512190352816403,2.0,2.0,1.0,,,,0.030777176842093468,0.0,0.030777176842093468,0.030777176842093468,0.0001,0.0,0.0001,0.0001,0.3987501,0.0,0.3987501,0.3987501,1.495,0.495,1.99,1.0,,,,,,,,,,,,,,,,,,,,,1.5403632,0.28312194,1.8234851000000003,1.2572412,1.5195455899741497,0.4055557216957853,1.9721975779533385,1.0,-3.0454933233323995,0.0057257119492404316,-3.0397676113831595,-3.0512190352816404
573,1007.0,0.0,2033.0,573.0,2.0,2033.0,-0.01955552583135665,2.0,2.0,1.0,,,,0.047352522611618035,0.0,0.047352522611618035,0.047352522611618035,0.0001,0.0,0.0001,0.0001,2.1777849999999996,0.0,2.1777849999999996,2.1777849999999996,1.495,0.495,1.99,1.0,,,,,,,,,,,,,,,,,,,,,1.5666033000000001,0.29897988,1.8655831999999999,1.2676234,1.4721341386437417,0.4200110126925736,2.009276810884476,1.0,-3.0183757966977,0.001179729133656826,-3.017196067564043,-3.0195555258313567
574,1010.0,0.0,2036.0,574.0,3.0,2036.0,0.009055775807218957,3.0,3.0,1.0,,,,0.029541179537773125,0.0030281245708465576,0.03256930410861969,0.02651305496692657,0.0001,0.0,0.0001,0.0001,0.81180876,0.35600823,1.167817,0.4558005,1.9867,0.8042933420089962,2.9701,1.0,,,,,,,,,,,,,,,,,,,,,1.3702638999999999,0.32610312,1.7995968999999998,1.0097558,1.629362426721491,0.3617143551840068,2.037565414905548,1.0,-2.9773973403517835,0.009991603500206298,-2.967144004121555,-2.9909442241927815
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