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itaicaspi-intel
2018-09-12 15:29:42 +03:00
parent 673911ff7f
commit fa4895f840
76 changed files with 12786 additions and 12606 deletions
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rl_coach/traces/Atari_Bootstrapped_DQN_breakout/trace.csv
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@@ -1,206 +1,201 @@
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,Q/Mean,Q/Stdev,Q/Max,Q/Min
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187,1118.0,0.0,5539.0,5539.0,24.0,5539.0,1.0,0.0,0.0,0.0,,,,0.00035515646838272613,3.838219424117168e-05,0.00040246406570076937,0.00030476783285848796,0.00025,0.0,0.00025,0.00025,0.00408072,9.9515375e-05,0.004249587,0.003954905,,,,
188,1138.0,0.0,5622.0,5622.0,83.0,5622.0,6.0,2.0,2.0,0.0,,,,0.0064581017191812865,0.007571006205542616,0.015897143632173538,0.0002435080677969381,0.0002500000000000001,5.421010862427521e-20,0.00025,0.00025,0.006269695699999999,0.0032252863,0.011176118999999998,0.0033332759999999996,0.013389683999999999,0.0041976627,0.019113302,0.00817342
189,1140.0,0.0,5628.0,5628.0,6.0,5628.0,9.0,0.0,0.0,0.0,,,,0.015295407734811306,0.0,0.015295407734811306,0.015295407734811306,0.00025,0.0,0.00025,0.00025,0.00922109,0.0,0.00922109,0.00922109,-0.015242763999999999,0.0015106951,-0.013364602,-0.01756613
190,1146.0,0.0,5652.0,5652.0,24.0,5652.0,4.0,0.0,0.0,0.0,,,,0.005448862318492805,0.007236518040763812,0.015874821692705154,0.0002912871132139116,0.00025,0.0,0.00025,0.00025,0.0058127553,0.0030408136,0.010460923,0.0032668987,,,,
191,1152.0,0.0,5676.0,5676.0,24.0,5676.0,6.0,0.0,0.0,0.0,,,,0.0003458602247216428,1.752821842645404e-05,0.0003679682849906385,0.00031406633206643164,0.00025,0.0,0.00025,0.00025,0.0040731759999999995,0.00018424366000000002,0.0043680985,0.0038459226,,,,
192,1158.0,0.0,5700.0,5700.0,24.0,5700.0,1.0,0.0,0.0,0.0,,,,0.008048765875476723,0.011829206499038505,0.031257953494787216,0.0002793838502839208,0.00025,0.0,0.00025,0.00025,0.007708535999999999,0.0061435914000000005,0.02038512,0.003527945,,,,
193,1164.0,0.0,5724.0,5724.0,24.0,5724.0,2.0,0.0,0.0,0.0,,,,0.00030321558006107807,3.7434389647781984e-05,0.0003781483683269471,0.00026287973742000764,0.00025,0.0,0.00025,0.00025,0.0035585890999999996,0.00012295066999999999,0.0037462192,0.0033638034999999996,,,,
194,1170.0,0.0,5748.0,5748.0,24.0,5748.0,9.0,0.0,0.0,0.0,,,,0.0003788941636836777,2.369668697607825e-05,0.00041463956586085265,0.00034187184064649045,0.00025,0.0,0.00025,0.00025,0.004086547,0.00025116384,0.0045621920000000005,0.0037107703000000005,,,,
195,1176.0,0.0,5772.0,5772.0,24.0,5772.0,4.0,0.0,0.0,0.0,,,,0.010572193520298848,0.011382070257897791,0.03100407123565674,0.00040244008414447313,0.00025,0.0,0.00025,0.00025,0.007723868,0.0034986709999999996,0.013698802,0.0043682083,0.0531943,0.004029863,0.058354697999999997,0.047571506
196,1182.0,0.0,5796.0,5796.0,24.0,5796.0,3.0,0.0,0.0,0.0,,,,0.005526127900035743,0.0071652721486833715,0.01567025668919086,0.0004428662941791117,0.00025,0.0,0.00025,0.00025,0.006029308000000001,0.0023689838,0.009556727,0.0042737937,,,,
197,1188.0,0.0,5820.0,5820.0,24.0,5820.0,2.0,0.0,0.0,0.0,,,,0.002972651724121533,0.0056804815275527856,0.01567457802593708,0.00041388245881535113,0.00025,0.0,0.00025,0.00025,0.0049891938,0.0024912704,0.010551692,0.0036193659999999997,,,,
198,1194.0,0.0,5844.0,5844.0,24.0,5844.0,2.0,0.0,0.0,0.0,,,,0.010646890029117154,0.011451306008668958,0.031204123049974438,0.00041194306686520576,0.00025,0.0,0.00025,0.00025,0.008467193000000001,0.005753667,0.019727292,0.0036315609999999997,,,,
199,1200.0,0.0,5868.0,5868.0,24.0,5868.0,0.0,0.0,0.0,0.0,,,,0.0005904120140864202,3.2986826977412546e-05,0.0006402230937965214,0.0005413803155533968,0.00025,0.0,0.00025,0.00025,0.0041632648,0.00030787903,0.0046315165,0.003751369,-0.004008972,0.004022249,0.002536932,-0.008183761500000001
200,1206.0,0.0,5892.0,5892.0,24.0,5892.0,3.0,0.0,0.0,0.0,,,,0.00571736553683877,0.007166880705736317,0.015945447608828545,0.000615639437455684,0.00025,0.0,0.00025,0.00025,0.0067311428,0.0022736867000000003,0.010167416,0.0049001332,,,,
201,1212.0,0.0,5916.0,5916.0,24.0,5916.0,2.0,0.0,0.0,0.0,,,,0.0031864690245129172,0.005668946009825254,0.01586248353123665,0.0006105082575231791,0.00025,0.0,0.00025,0.00025,0.0058919440000000005,0.0019688401,0.010270476,0.004698408,0.017797045,0.002667085,0.020214628000000002,0.013366026999999999
202,1225.0,0.0,5968.0,5968.0,52.0,5968.0,2.0,1.0,1.0,0.0,,,,0.002946585080980395,0.005472538001487024,0.015908917412161827,0.0005342193762771785,0.0002500000000000001,1.0842021724855042e-19,0.00025,0.00025,0.005424489300000001,0.002106088,0.010424684,0.0041501783000000006,,,,
203,1231.0,0.0,5992.0,5992.0,24.0,5992.0,2.0,0.0,0.0,0.0,,,,0.008460521950231245,0.007837311241162616,0.016478467732667926,0.0006102157640270889,0.00025,0.0,0.00025,0.00025,0.0080851745,0.0033784702000000002,0.011604343,0.004449917,,,,
204,1237.0,0.0,6016.0,6016.0,24.0,6016.0,7.0,0.0,0.0,0.0,,,,0.0006064342936345688,5.712764476502136e-05,0.0006743455305695534,0.0005268207751214504,0.00025,0.0,0.00025,0.00025,0.0047076694,0.00038727926,0.005361051800000001,0.0041359933,,,,
205,1243.0,0.0,6040.0,6040.0,24.0,6040.0,3.0,0.0,0.0,0.0,,,,0.005843518107819061,0.007575576093751754,0.016729332506656647,0.000452770123956725,0.00025,0.0,0.00025,0.00025,0.0065482184,0.0034289393,0.0115698,0.0039897487,,,,
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,Q/Mean,Q/Stdev,Q/Max,Q/Min
1,0.0,1.0,73.0,73.0,73.0,73.0,7.0,,,0.0,,,,,,,,,,,,,,,,0.4716996978436384,0.4122482482781703,1.0,0.0,,,,
2,0.0,1.0,92.0,92.0,19.0,92.0,2.0,,,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,
3,0.0,1.0,116.0,116.0,24.0,116.0,1.0,,,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,
4,0.0,1.0,140.0,140.0,24.0,140.0,6.0,,,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,
5,0.0,1.0,164.0,164.0,24.0,164.0,6.0,,,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,
6,0.0,1.0,188.0,188.0,24.0,188.0,0.0,,,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,
7,0.0,1.0,212.0,212.0,24.0,212.0,6.0,,,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,
8,0.0,1.0,264.0,264.0,52.0,264.0,5.0,,,0.0,,,,,,,,,,,,,,,,0.5148012122030814,0.42792094166684,1.0,0.0,,,,
9,0.0,1.0,288.0,288.0,24.0,288.0,1.0,,,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,
10,0.0,1.0,312.0,312.0,24.0,312.0,1.0,,,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,
11,0.0,1.0,336.0,336.0,24.0,336.0,2.0,,,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,
12,0.0,1.0,388.0,388.0,52.0,388.0,6.0,,,0.0,,,,,,,,,,,,,,,,0.5148012122030814,0.42792094166684,1.0,0.0,,,,
13,0.0,1.0,412.0,412.0,24.0,412.0,6.0,,,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,
14,0.0,1.0,436.0,436.0,24.0,436.0,6.0,,,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,
15,0.0,1.0,460.0,460.0,24.0,460.0,0.0,,,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,
16,0.0,1.0,484.0,484.0,24.0,484.0,5.0,,,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,
17,0.0,1.0,508.0,508.0,24.0,508.0,6.0,,,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,
18,0.0,1.0,532.0,532.0,24.0,532.0,0.0,,,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,
19,0.0,1.0,556.0,556.0,24.0,556.0,9.0,,,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,
20,0.0,1.0,580.0,580.0,24.0,580.0,6.0,,,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,
21,0.0,1.0,604.0,604.0,24.0,604.0,1.0,,,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,
22,0.0,1.0,647.0,647.0,43.0,647.0,6.0,,,0.0,,,,,,,,,,,,,,,,0.4799667822240568,0.4497027121376668,1.0,0.0,,,,
23,0.0,1.0,671.0,671.0,24.0,671.0,3.0,,,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,
24,0.0,1.0,695.0,695.0,24.0,695.0,9.0,,,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,
25,0.0,1.0,719.0,719.0,24.0,719.0,3.0,,,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,
26,0.0,1.0,801.0,801.0,82.0,801.0,1.0,,,0.0,,,,,,,,,,,,,,,,0.7809853493120916,0.5427979591518104,1.6622820409839836,0.0,,,,
27,0.0,1.0,825.0,825.0,24.0,825.0,1.0,,,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,
28,0.0,1.0,849.0,849.0,24.0,849.0,3.0,,,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,
29,0.0,1.0,873.0,873.0,24.0,873.0,5.0,,,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,
30,0.0,1.0,897.0,897.0,24.0,897.0,2.0,,,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,
31,0.0,1.0,921.0,921.0,24.0,921.0,8.0,,,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,
32,0.0,1.0,945.0,945.0,24.0,945.0,8.0,,,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,
33,0.0,1.0,969.0,969.0,24.0,969.0,9.0,,,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,
34,0.0,1.0,993.0,993.0,24.0,993.0,5.0,,,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,
35,0.0,1.0,1017.0,1017.0,24.0,1017.0,6.0,,,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,
36,0.0,1.0,1069.0,1069.0,52.0,1069.0,0.0,,,0.0,,,,,,,,,,,,,,,,0.5148012122030814,0.42792094166684,1.0,0.0,,,,
37,6.0,0.0,1093.0,1093.0,24.0,1093.0,5.0,0.0,0.0,0.0,,,,0.0015621554533330102,0.00014101491439424252,0.0017465082928538322,0.00133875897154212,0.00025,0.0,0.00025,0.00025,0.0112289,0.00088041066,0.0125339,0.009974404000000001,0.0,0.0,0.0,0.0,,,,
38,12.0,0.0,1117.0,1117.0,24.0,1117.0,4.0,0.0,0.0,0.0,,,,0.006878742288487653,0.01264384223409997,0.03515024110674858,0.001091955229640007,0.00025,0.0,0.00025,0.00025,0.011712179,0.004694249,0.022157488,0.008914888000000001,0.0,0.0,0.0,0.0,,,,
39,38.0,0.0,1221.0,1221.0,104.0,1221.0,8.0,2.0,2.0,0.0,,,,0.004987580737528892,0.011679377557517093,0.05079279467463493,0.0003513449046295136,0.00025,0.0,0.00025,0.00025,0.008318622,0.0049626837,0.026865642999999998,0.0041975128,0.7572645901674814,0.5623497390510784,1.6556592205741436,0.0,,,,
40,44.0,0.0,1245.0,1245.0,24.0,1245.0,5.0,0.0,0.0,0.0,,,,0.0003515050145021329,1.7751237912949632e-05,0.0003766397712752223,0.0003216226177755743,0.00025,0.0,0.00025,0.00025,0.0045710759999999994,0.00034348777,0.0050551220000000004,0.0041126109999999995,0.0,0.0,0.0,0.0,,,,
41,50.0,0.0,1269.0,1269.0,24.0,1269.0,7.0,0.0,0.0,0.0,,,,0.002896612122034033,0.005744395259203243,0.015741372480988503,0.00029659512802027166,0.00025,0.0,0.00025,0.00025,0.0055955877,0.0030632126000000003,0.01242263,0.003924335399999999,0.0,0.0,0.0,0.0,,,,
42,56.0,0.0,1293.0,1293.0,24.0,1293.0,6.0,0.0,0.0,0.0,,,,0.008012951172228592,0.011862181670150532,0.03148248419165611,0.00027837115339934826,0.00025,0.0,0.00025,0.00025,0.007290479,0.005573273,0.017487884,0.003063412,0.0,0.0,0.0,0.0,,,,
43,74.0,0.0,1365.0,1365.0,72.0,1365.0,0.0,1.0,1.0,0.0,,,,0.004018702869264719,0.00634776239775136,0.01612238585948944,0.00031809118809178466,0.00025,0.0,0.00025,0.00025,0.0072128259999999994,0.0026517491999999998,0.0124363545,0.0039550327000000005,0.4690527208555781,0.41448467054854793,1.0,0.0,,,,
44,76.0,0.0,1374.0,1374.0,9.0,1374.0,5.0,0.0,0.0,0.0,,,,0.0015148260863497851,8.91578383743763e-06,0.001523741870187223,0.0015059103025123475,0.00025,0.0,0.00025,0.00025,0.010303341,0.0001813164,0.010484657,0.010122024,0.0,0.0,0.0,0.0,,,,
45,89.0,0.0,1426.0,1426.0,52.0,1426.0,1.0,1.0,1.0,0.0,,,,0.005933405433703835,0.006773325412538885,0.015678798779845238,0.0009168647229671476,0.0002500000000000001,5.421010862427521e-20,0.00025,0.00025,0.0097131925,0.0011870094999999999,0.01166552,0.008193226999999999,0.5148012122030814,0.42792094166684,1.0,0.0,,,,
46,95.0,0.0,1450.0,1450.0,24.0,1450.0,8.0,0.0,0.0,0.0,,,,0.0038139273063279686,0.006017654811075146,0.01584882102906704,0.0007237663376145066,0.00025,0.0,0.00025,0.00025,0.008271873,0.0021895445,0.012561438999999999,0.0066842180000000005,0.0,0.0,0.0,0.0,,,,
47,101.0,0.0,1474.0,1474.0,24.0,1474.0,1.0,0.0,0.0,0.0,,,,0.003567690047202632,0.0059401516955669845,0.015446606092154981,0.00047245723544619983,0.00025,0.0,0.00025,0.00025,0.0072689815000000005,0.0022646885,0.011617337,0.005317524499999999,0.0,0.0,0.0,0.0,,,,
48,107.0,0.0,1498.0,1498.0,24.0,1498.0,3.0,0.0,0.0,0.0,,,,0.0034171165258158,0.006097028713824955,0.015610945411026478,0.00030537764541804785,0.00025,0.0,0.00025,0.00025,0.005830488000000001,0.0026863883,0.011169041000000001,0.003957649000000001,0.0,0.0,0.0,0.0,,,,
49,113.0,0.0,1522.0,1522.0,24.0,1522.0,8.0,0.0,0.0,0.0,,,,0.003309416852425784,0.0060578690287122925,0.015425110235810282,0.00025519172777421767,0.00025,0.0,0.00025,0.00025,0.005272139300000001,0.0025994012,0.010455357,0.0037733768,0.0,0.0,0.0,0.0,,,,
50,119.0,0.0,1546.0,1546.0,24.0,1546.0,9.0,0.0,0.0,0.0,,,,0.00955800354713574,0.007575775088423145,0.015987737104296684,0.00028286693850532174,0.00025,0.0,0.00025,0.00025,0.007936358000000001,0.0036522169,0.011238781000000002,0.0034123253999999996,0.0,0.0,0.0,0.0,,,,
51,125.0,0.0,1570.0,1570.0,24.0,1570.0,7.0,0.0,0.0,0.0,,,,0.003401289985049516,0.006125265516375693,0.015651753172278404,0.00031469148234464234,0.00025,0.0,0.00025,0.00025,0.005128718,0.0028732088,0.010840643999999998,0.0033721228000000002,0.0,0.0,0.0,0.0,,,,
52,138.0,0.0,1622.0,1622.0,52.0,1622.0,9.0,1.0,1.0,0.0,,,,0.0029540894732538927,0.008302739957309816,0.030490828678011894,0.0003721586836036295,0.0002500000000000001,5.421010862427521e-20,0.00025,0.00025,0.005731733,0.0026684632,0.014379421000000002,0.003818202,0.5148012122030814,0.42792094166684,1.0,0.0,,,,
53,152.0,0.0,1676.0,1676.0,54.0,1676.0,4.0,1.0,1.0,0.0,,,,0.0016309958390103509,0.004066923344109824,0.01571913063526154,0.00042845416464842856,0.0002500000000000001,1.0842021724855042e-19,0.00025,0.00025,0.0056257416,0.0016020963,0.0110773295,0.0046193829999999995,0.5092956741521227,0.4267174441531693,1.0,0.0,,,,
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199,1211.0,0.0,5912.0,5912.0,24.0,5912.0,2.0,0.0,0.0,0.0,,,,0.0008459671710928283,7.494772662632316e-05,0.0009988803649321196,0.0007804016349837184,0.00025,0.0,0.00025,0.00025,0.006536230400000001,0.0002936632,0.007017659,0.006200204,0.0,0.0,0.0,0.0,,,,
200,1217.0,0.0,5936.0,5936.0,24.0,5936.0,3.0,0.0,0.0,0.0,,,,0.005926604440901429,0.010980819340280012,0.03048031963407993,0.0009404459269717336,0.00025,0.0,0.00025,0.00025,0.008023535,0.001967954,0.0124162445,0.0069735674,0.0,0.0,0.0,0.0,0.03921427,0.0031214175,0.043255292,0.034513243
1 Episode # Training Iter In Heatup ER #Transitions ER #Episodes Episode Length Total steps Epsilon Shaped Training Reward Training Reward Update Target Network Evaluation Reward Shaped Evaluation Reward Success Rate Loss/Mean Loss/Stdev Loss/Max Loss/Min Learning Rate/Mean Learning Rate/Stdev Learning Rate/Max Learning Rate/Min Grads (unclipped)/Mean Grads (unclipped)/Stdev Grads (unclipped)/Max Grads (unclipped)/Min Discounted Return/Mean Discounted Return/Stdev Discounted Return/Max Discounted Return/Min Q/Mean Q/Stdev Q/Max Q/Min
2 1 0.0 1.0 73.0 73.0 73.0 73.0 7.0 0.0 0.4716996978436384 0.4122482482781703 1.0 0.0
3 2 0.0 1.0 92.0 92.0 19.0 92.0 2.0 0.0 0.0 0.0 0.0 0.0
4 3 0.0 1.0 116.0 116.0 24.0 116.0 1.0 0.0 0.0 0.0 0.0 0.0
5 4 0.0 1.0 140.0 140.0 24.0 140.0 6.0 0.0 0.0 0.0 0.0 0.0
6 5 0.0 1.0 164.0 164.0 24.0 164.0 6.0 0.0 0.0 0.0 0.0 0.0
7 6 0.0 1.0 188.0 188.0 24.0 188.0 0.0 0.0 0.0 0.0 0.0 0.0
8 7 0.0 1.0 212.0 212.0 24.0 212.0 6.0 0.0 0.0 0.0 0.0 0.0
9 8 0.0 1.0 264.0 264.0 52.0 264.0 5.0 0.0 0.5148012122030814 0.42792094166684 1.0 0.0
10 9 0.0 1.0 288.0 288.0 24.0 288.0 1.0 0.0 0.0 0.0 0.0 0.0
11 10 0.0 1.0 312.0 312.0 24.0 312.0 1.0 0.0 0.0 0.0 0.0 0.0
12 11 0.0 1.0 336.0 336.0 24.0 336.0 2.0 0.0 0.0 0.0 0.0 0.0
13 12 0.0 1.0 388.0 388.0 52.0 388.0 6.0 0.0 0.5148012122030814 0.42792094166684 1.0 0.0
14 13 0.0 1.0 412.0 412.0 24.0 412.0 6.0 0.0 0.0 0.0 0.0 0.0
15 14 0.0 1.0 436.0 436.0 24.0 436.0 6.0 0.0 0.0 0.0 0.0 0.0
16 15 0.0 1.0 460.0 460.0 24.0 460.0 0.0 0.0 0.0 0.0 0.0 0.0
17 16 0.0 1.0 484.0 484.0 24.0 484.0 5.0 0.0 0.0 0.0 0.0 0.0
18 17 0.0 1.0 508.0 508.0 24.0 508.0 6.0 0.0 0.0 0.0 0.0 0.0
19 18 0.0 1.0 532.0 532.0 24.0 532.0 0.0 0.0 0.0 0.0 0.0 0.0
20 19 0.0 1.0 556.0 556.0 24.0 556.0 9.0 0.0 0.0 0.0 0.0 0.0
21 20 0.0 1.0 580.0 580.0 24.0 580.0 6.0 0.0 0.0 0.0 0.0 0.0
22 21 0.0 1.0 604.0 604.0 24.0 604.0 1.0 0.0 0.0 0.0 0.0 0.0
23 22 0.0 1.0 647.0 647.0 43.0 647.0 6.0 0.0 0.4799667822240568 0.4497027121376668 1.0 0.0
24 23 0.0 1.0 671.0 671.0 24.0 671.0 3.0 0.0 0.0 0.0 0.0 0.0
25 24 0.0 1.0 695.0 695.0 24.0 695.0 9.0 0.0 0.0 0.0 0.0 0.0
26 25 0.0 1.0 719.0 719.0 24.0 719.0 3.0 0.0 0.0 0.0 0.0 0.0
27 26 0.0 1.0 801.0 801.0 82.0 801.0 1.0 0.0 0.7809853493120916 0.5427979591518104 1.6622820409839836 0.0
28 27 0.0 1.0 825.0 825.0 24.0 825.0 1.0 0.0 0.0 0.0 0.0 0.0
29 28 0.0 1.0 849.0 849.0 24.0 849.0 3.0 0.0 0.0 0.0 0.0 0.0
30 29 0.0 1.0 873.0 873.0 24.0 873.0 5.0 0.0 0.0 0.0 0.0 0.0
31 30 0.0 1.0 897.0 897.0 24.0 897.0 2.0 0.0 0.0 0.0 0.0 0.0
32 31 0.0 1.0 921.0 921.0 24.0 921.0 8.0 0.0 0.0 0.0 0.0 0.0
33 32 0.0 1.0 945.0 945.0 24.0 945.0 8.0 0.0 0.0 0.0 0.0 0.0
34 33 0.0 1.0 969.0 969.0 24.0 969.0 9.0 0.0 0.0 0.0 0.0 0.0
35 34 0.0 1.0 993.0 993.0 24.0 993.0 5.0 0.0 0.0 0.0 0.0 0.0
36 35 0.0 1.0 1017.0 1017.0 24.0 1017.0 6.0 0.0 0.0 0.0 0.0 0.0
37 36 0.0 1.0 1069.0 1069.0 52.0 1069.0 0.0 0.0 0.5148012122030814 0.42792094166684 1.0 0.0
38 37 6.0 0.0 1093.0 1093.0 24.0 1093.0 5.0 0.0 0.0 0.0 0.001763172389473766 0.0015621554533330102 7.250054870583629e-05 0.00014101491439424252 0.0018824617145583036 0.0017465082928538322 0.0016743753803893926 0.00133875897154212 0.00025 0.0 0.00025 0.00025 0.011866318999999998 0.0112289 0.00020488579 0.00088041066 0.012277938 0.0125339 0.01166378 0.009974404000000001 0.0 0.0 0.0 0.0
39 38 12.0 0.0 1117.0 1117.0 24.0 1117.0 4.0 0.0 0.0 0.0 0.006973939249292016 0.006878742288487653 0.012545481869191277 0.01264384223409997 0.03502574563026428 0.03515024110674858 0.0012416692916303873 0.001091955229640007 0.00025 0.0 0.00025 0.00025 0.012250958999999999 0.011712179 0.0047357758000000005 0.004694249 0.022814982 0.022157488 0.009773775 0.008914888000000001 0.0 0.0 0.0 0.0
40 39 38.0 0.0 1221.0 1221.0 104.0 1221.0 8.0 2.0 2.0 0.0 0.004956842465057539 0.004987580737528892 0.011705366417868292 0.011679377557517093 0.051273562014102936 0.05079279467463493 0.00029506091959774494 0.0003513449046295136 0.00025 0.0 0.00025 0.00025 0.008285457 0.008318622 0.005254878 0.0049626837 0.028597743999999998 0.026865642999999998 0.0036231333000000003 0.0041975128 0.7572645901674814 0.5623497390510784 1.6556592205741436 0.0
41 40 44.0 0.0 1245.0 1245.0 24.0 1245.0 5.0 0.0 0.0 0.0 0.0006932815304026008 0.0003515050145021329 9.017016236751764e-05 1.7751237912949632e-05 0.0007864774088375269 0.0003766397712752223 0.000560163171030581 0.0003216226177755743 0.00025 0.0 0.00025 0.00025 0.0069048647 0.0045710759999999994 0.000995945 0.00034348777 0.008141493 0.0050551220000000004 0.005059975 0.0041126109999999995 0.0 0.0 0.0 0.0
42 41 50.0 0.0 1269.0 1269.0 24.0 1269.0 7.0 0.0 0.0 0.0 0.0031852636796732745 0.002896612122034033 0.005430529147567568 0.005744395259203243 0.015327418223023416 0.015741372480988503 0.0006316301296465099 0.00029659512802027166 0.00025 0.0 0.00025 0.00025 0.00836023 0.0055955877 0.0019377798000000002 0.0030632126000000003 0.012307749 0.01242263 0.0063057009999999995 0.003924335399999999 0.0 0.0 0.0 0.0
43 42 56.0 0.0 1293.0 1293.0 24.0 1293.0 6.0 0.0 0.0 0.0 0.008242118405178191 0.008012951172228592 0.011591018680771913 0.011862181670150532 0.030955130234360695 0.03148248419165611 0.000520403147675097 0.00027837115339934826 0.00025 0.0 0.00025 0.00025 0.008808558000000001 0.007290479 0.0036028759 0.005573273 0.014939174 0.017487884 0.005694805600000001 0.003063412 0.0 0.0 0.0 0.0
44 43 74.0 0.0 1365.0 1365.0 72.0 1365.0 0.0 1.0 1.0 0.0 0.004005187627626583 0.004018702869264719 0.006178849113548304 0.00634776239775136 0.015729648992419243 0.01612238585948944 0.0003014476096723229 0.00031809118809178466 0.00025 0.0 0.00025 0.00025 0.007806296999999999 0.0072128259999999994 0.00221766 0.0026517491999999998 0.011442187 0.0124363545 0.0035692372 0.0039550327000000005 0.4690527208555781 0.41448467054854793 1.0 0.0
45 44 76.0 0.0 1374.0 1374.0 9.0 1374.0 5.0 0.0 0.0 0.0 0.0004816773580387234 0.0015148260863497851 1.2535892892628908e-05 8.91578383743763e-06 0.0004942132509313524 0.001523741870187223 0.0004691414651460945 0.0015059103025123475 0.00025 0.0 0.00025 0.00025 0.003966491 0.010303341 7.8552985e-05 0.0001813164 0.004045044 0.010484657 0.003887938 0.010122024 0.0 0.0 0.0 0.0
46 45 89.0 0.0 1426.0 1426.0 52.0 1426.0 1.0 1.0 1.0 0.0 0.005855457236369451 0.005933405433703835 0.006986684101742854 0.006773325412538885 0.016112362965941433 0.015678798779845238 0.0008550579659640789 0.0009168647229671476 0.0002500000000000001 5.421010862427521e-20 0.00025 0.00025 0.0090261465 0.0097131925 0.0019677188 0.0011870094999999999 0.012225928 0.01166552 0.006570001 0.008193226999999999 0.5148012122030814 0.42792094166684 1.0 0.0
47 46 95.0 0.0 1450.0 1450.0 24.0 1450.0 8.0 0.0 0.0 0.0 0.00390332966344431 0.0038139273063279686 0.006083590736481622 0.006017654811075146 0.016069727018475533 0.01584882102906704 0.0007694005034863949 0.0007237663376145066 0.00025 0.0 0.00025 0.00025 0.0075646685 0.008271873 0.0023468505 0.0021895445 0.012182789 0.012561438999999999 0.0058811125 0.0066842180000000005 0.0 0.0 0.0 0.0
48 47 101.0 0.0 1474.0 1474.0 24.0 1474.0 1.0 0.0 0.0 0.0 0.003987572633195669 0.003567690047202632 0.006270592666797555 0.0059401516955669845 0.016527941450476646 0.015446606092154981 0.000794644292909652 0.00047245723544619983 0.00025 0.0 0.00025 0.00025 0.007047428299999999 0.0072689815000000005 0.0026159117 0.0022646885 0.012205123 0.011617337 0.005231249 0.005317524499999999 0.0 0.0 0.0 0.0
49 48 107.0 0.0 1498.0 1498.0 24.0 1498.0 3.0 0.0 0.0 0.0 0.003908594325184822 0.0034171165258158 0.006343537845852221 0.006097028713824955 0.01659555174410343 0.015610945411026478 0.0006887066992931067 0.00030537764541804785 0.00025 0.0 0.00025 0.00025 0.0072343843000000005 0.005830488000000001 0.0027346427 0.0026863883 0.012695521000000001 0.011169041000000001 0.0056803366000000004 0.003957649000000001 0.0 0.0 0.0 0.0
50 49 113.0 0.0 1522.0 1522.0 24.0 1522.0 8.0 0.0 0.0 0.0 0.003632185299647972 0.003309416852425784 0.006159201426484767 0.0060578690287122925 0.015949752181768417 0.015425110235810282 0.00047896124306134885 0.00025519172777421767 0.00025 0.0 0.00025 0.00025 0.006738966 0.005272139300000001 0.002630123 0.0025994012 0.0119577255 0.010455357 0.0050647175 0.0037733768 0.0 0.0 0.0 0.0
51 50 119.0 0.0 1546.0 1546.0 24.0 1546.0 9.0 0.0 0.0 0.0 0.009870337508618831 0.00955800354713574 0.00771516827794391 0.007575775088423145 0.016273638233542442 0.015987737104296684 0.0003645157848950476 0.00028286693850532174 0.00025 0.0 0.00025 0.00025 0.008733801999999999 0.007936358000000001 0.0037231746000000003 0.0036522169 0.012407042 0.011238781000000002 0.0037918454 0.0034123253999999996 0.0 0.0 0.0 0.0
52 51 125.0 0.0 1570.0 1570.0 24.0 1570.0 7.0 0.0 0.0 0.0 0.003690269566141069 0.003401289985049516 0.006269569568197592 0.006125265516375693 0.016229374334216118 0.015651753172278404 0.0005329470732249321 0.00031469148234464234 0.00025 0.0 0.00025 0.00025 0.006323196 0.005128718 0.0025460257 0.0028732088 0.01136324 0.010840643999999998 0.0046003745 0.0033721228000000002 0.0 0.0 0.0 0.0
53 52 138.0 0.0 1622.0 1622.0 52.0 1622.0 9.0 1.0 1.0 0.0 0.0033033179109528037 0.0029540894732538927 0.008392591016816766 0.008302739957309816 0.03113782219588757 0.030490828678011894 0.0006603858200833201 0.0003721586836036295 0.0002500000000000001 5.421010862427521e-20 0.00025 0.00025 0.0064233285 0.005731733 0.002523757 0.0026684632 0.014555471 0.014379421000000002 0.0046536657 0.003818202 0.5148012122030814 0.42792094166684 1.0 0.0
54 53 152.0 0.0 1676.0 1676.0 54.0 1676.0 4.0 1.0 1.0 0.0 0.0019146820145229308 0.0016309958390103509 0.004008325359660156 0.004066923344109824 0.015798544511198997 0.01571913063526154 0.0006674858159385622 0.00042845416464842856 0.0002500000000000001 1.0842021724855042e-19 0.00025 0.00025 0.006583109 0.0056257416 0.0014498434 0.0016020963 0.011041381000000001 0.0110773295 0.004646058 0.0046193829999999995 0.5092956741521227 0.4267174441531693 1.0 0.0
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