gryf/coach
1
0
Fork 0
mirror of https://github.com/gryf/coach.git synced 2026-03-12 20:45:55 +01:00
Code Issues Projects Releases Wiki Activity

new traces

Browse Source
This commit is contained in:
itaicaspi-intel
2018-09-12 15:29:42 +03:00
parent 673911ff7f
commit fa4895f840
76 changed files with 12786 additions and 12606 deletions
Download Patch File Download Diff File Expand all files Collapse all files

52
rl_coach/traces/Atari_DDQN_space_invaders/trace.csv
View File

@@ -1,26 +1,26 @@
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
1,0.0,1.0,486.0,486.0,486.0,486.0,1.0,,,0.0,,,,,,,,,,,,,,,,,,,
2,0.0,1.0,573.0,573.0,87.0,573.0,1.0,,,0.0,,,,,,,,,,,,,,,,,,,
3,0.0,1.0,722.0,722.0,149.0,722.0,1.0,,,0.0,,,,,,,,,,,,,,,,,,,
4,0.0,1.0,1057.0,1057.0,335.0,1057.0,1.0,,,0.0,,,,,,,,,,,,,,,,,,,
5,51.0,0.0,1260.0,1260.0,203.0,1260.0,0.9997990300000044,5.0,55.0,0.0,,,,0.011007826140734787,0.014603481057153478,0.05728723481297492,0.00017679380835033953,0.00025,0.0,0.00025,0.00025,0.05001448,0.03673725,0.18864875,0.012782556,,,,
6,70.0,0.0,1335.0,1335.0,75.0,1335.0,0.999724780000006,2.0,15.0,0.0,,,,0.011499390747447154,0.010961000063645872,0.0315467044711113,0.0005441936664283277,0.0002500000000000001,5.421010862427521e-20,0.00025,0.00025,0.05759323400000001,0.024992667000000003,0.11028934,0.022131458,,,,
7,91.0,0.0,1422.0,1422.0,87.0,1422.0,0.9996386500000078,1.0,15.0,0.0,,,,0.01132884354696476,0.013429386203264964,0.04364541172981262,0.000340703729307279,0.0002500000000000001,5.421010862427521e-20,0.00025,0.00025,0.055466358,0.03408065,0.13973257,0.016833907,,,,
8,159.0,0.0,1693.0,1693.0,271.0,1693.0,0.9993703600000136,5.0,55.0,0.0,,,,0.008705972996627245,0.01046594152738398,0.04259247332811356,0.00026405457174405456,0.00025,0.0,0.00025,0.00025,0.04516968,0.027806934,0.12673344,0.0123512,,,,
9,201.0,0.0,1861.0,1861.0,168.0,1861.0,0.9992040400000172,3.0,50.0,0.0,,,,0.005878299186449675,0.009437852632040231,0.04434124007821083,0.00013726821634918449,0.00025,0.0,0.00025,0.00025,0.031320102999999995,0.02600094,0.118447885,0.008186511,,,,
10,279.0,0.0,2172.0,2172.0,311.0,2172.0,0.998896150000024,4.0,65.0,0.0,,,,0.009727142530699404,0.012268936533653787,0.05482503771781922,0.00013224119902588427,0.0002500000000000001,5.421010862427521e-20,0.00025,0.00025,0.045818377,0.03322848,0.13469987,0.006579738000000001,,,,
11,440.0,0.0,2815.0,2815.0,643.0,2815.0,0.9982595800000378,10.0,335.0,0.0,,,,0.008651261723684205,0.01035218743544492,0.0460522323846817,0.00012582635099533943,0.0002500000000000001,5.421010862427521e-20,0.00025,0.00025,0.042565465,0.027683503999999998,0.13492820000000003,0.0055641527,0.010471878,0.016772145,0.03140713,-0.011288109
12,458.0,0.0,2888.0,2888.0,73.0,2888.0,0.9981873100000394,2.0,45.0,0.0,,,,0.009507577900270313,0.010686165551315943,0.03972183912992477,0.0004233591898810118,0.00025,0.0,0.00025,0.00025,0.04721937,0.025519945,0.11107015,0.016729604,,,,
13,478.0,0.0,2969.0,2969.0,81.0,2969.0,0.9981071200000412,0.0,0.0,0.0,,,,0.006916543132683728,0.008256373671042505,0.02793971076607704,0.00034270941978320485,0.0002500000000000001,5.421010862427521e-20,0.00025,0.00025,0.03785228,0.023063693,0.090955265,0.014428139,-0.0006935441000000001,0.008459795,0.012772851000000002,-0.010573764
14,532.0,0.0,3183.0,3183.0,214.0,3183.0,0.9978952600000456,4.0,50.0,0.0,,,,0.0069841391733562975,0.009727930525240285,0.030958421528339383,0.00019982327648904172,0.00025,0.0,0.00025,0.00025,0.03517378,0.028121071,0.09745253599999999,0.007200333000000001,,,,
15,551.0,0.0,3262.0,3262.0,79.0,3262.0,0.9978170500000474,2.0,15.0,0.0,,,,0.008571460710587226,0.012479903064922505,0.043056368827819824,0.0001790421229088679,0.0002500000000000001,5.421010862427521e-20,0.00025,0.00025,0.03861944,0.03349347,0.12367985,0.008007733000000001,,,,
16,626.0,0.0,3560.0,3560.0,298.0,3560.0,0.9975220300000538,6.0,145.0,0.0,,,,0.00916061567428138,0.00985262607730402,0.03863134235143662,0.00022459866886492819,0.0002500000000000001,5.421010862427521e-20,0.00025,0.00025,0.04501683,0.026303627000000003,0.10941381,0.010795511,-0.007507985,0.015376373999999998,0.009678967,-0.030438615
17,885.0,0.0,4598.0,4598.0,1038.0,4598.0,0.996494410000076,12.0,210.0,0.0,,,,0.007690413830856681,0.009722273214587109,0.04484198987483978,0.00014540684060193598,0.0002500000000000001,5.421010862427521e-20,0.00025,0.00025,0.040153995,0.028107608,0.13334101,0.007176003,0.01752627,0.018640606,0.05206203,-0.006777686
18,903.0,0.0,4668.0,4668.0,70.0,4668.0,0.9964251100000776,2.0,15.0,0.0,,,,0.008374075151925139,0.00685058487549806,0.01695725508034229,0.00013643733109347522,0.00025,0.0,0.00025,0.00025,0.041769784,0.025388801000000003,0.0693266,0.006554181,,,,
19,924.0,0.0,4754.0,4754.0,86.0,4754.0,0.9963399700000796,2.0,35.0,0.0,,,,0.006986255206616728,0.009138039512187723,0.029435122385621067,0.00023959197278600186,0.0002500000000000001,5.421010862427521e-20,0.00025,0.00025,0.03765729,0.027741422999999998,0.09483457,0.009779892,,,,
20,988.0,0.0,5007.0,5007.0,253.0,5007.0,0.9960895000000848,1.0,5.0,0.0,,,,0.008958109939518932,0.010352110018017849,0.04120930656790733,0.00026069089653901756,0.00025,0.0,0.00025,0.00025,0.044280123,0.027352182000000003,0.10559346,0.010518369,,,,
21,1009.0,0.0,5092.0,5092.0,85.0,5092.0,0.9960053500000868,0.0,0.0,0.0,,,,0.009729027376687596,0.007417915393123158,0.026410818099975586,0.0005171290249563754,0.0002500000000000001,5.421010862427521e-20,0.00025,0.00025,0.05305024,0.022927448,0.11149109,0.019090652,,,,
22,1041.0,0.0,5221.0,5221.0,129.0,5221.0,0.9958776400000896,1.0,10.0,0.0,,,,0.0065109121378554855,0.009705144564042924,0.04230054095387459,0.0002464384888298809,0.00025,0.0,0.00025,0.00025,0.03857564,0.029652012999999998,0.13166025,0.008339129,0.022667855,0.029822525,0.073469676,-0.01822071
23,1101.0,0.0,5461.0,5461.0,240.0,5461.0,0.9956400400000948,6.0,85.0,0.0,,,,0.007464758036803688,0.008871554942636414,0.04159108921885489,9.95906739262864e-05,0.00025,0.0,0.00025,0.00025,0.040631982999999997,0.027780425,0.1273076,0.0052087842,,,,
24,1167.0,0.0,5724.0,5724.0,263.0,5724.0,0.9953796700001004,1.0,25.0,0.0,,,,0.007049951021944059,0.008145597856309148,0.029556380584836006,0.00024747068528085947,0.00025,0.0,0.00025,0.00025,0.03756183,0.025077598,0.10530927,0.010631736000000001,,,,
25,1188.0,0.0,5808.0,5808.0,84.0,5808.0,0.995296510000102,0.0,0.0,0.0,,,,0.008849835848585437,0.008812960520326749,0.028190467506647113,0.00018663128139451146,0.0002500000000000001,5.421010862427521e-20,0.00025,0.00025,0.04469130599999999,0.028627316,0.10585028,0.008268119,,,,
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
1,0.0,1.0,486.0,486.0,486.0,486.0,1.0,,,0.0,,,,,,,,,,,,,,,,1.027285241237078,0.8961037725396955,3.502959469093688,0.0,,,,
2,0.0,1.0,573.0,573.0,87.0,573.0,1.0,,,0.0,,,,,,,,,,,,,,,,0.2991949731169189,0.4147830569909918,1.0,0.0,,,,
3,0.0,1.0,722.0,722.0,149.0,722.0,1.0,,,0.0,,,,,,,,,,,,,,,,1.089942054123867,0.6773639260883686,1.9560606270183023,0.0,,,,
4,0.0,1.0,1057.0,1057.0,335.0,1057.0,1.0,,,0.0,,,,,,,,,,,,,,,,1.6150170189100268,1.2171006279541683,4.3034191502088746,0.0,,,,
5,51.0,0.0,1260.0,1260.0,203.0,1260.0,0.9997990300000044,5.0,55.0,0.0,,,,0.011083870362627377,0.014686622348556997,0.054807450622320175,8.600389992352575e-05,0.00025,0.0,0.00025,0.00025,0.044719514,0.033888377000000004,0.15844104,0.006255531700000001,1.5742518458459676,1.1031375801910266,3.252515696371334,0.0,,,,
6,70.0,0.0,1335.0,1335.0,75.0,1335.0,0.999724780000006,2.0,15.0,0.0,,,,0.01160521360763692,0.011407942994633451,0.03328811377286911,0.0005630382802337407,0.0002500000000000001,5.421010862427521e-20,0.00025,0.00025,0.051803865,0.029654076,0.12591287,0.018302478,0.630055465573955,0.7534012288320482,1.886384871716129,0.0,,,,
7,91.0,0.0,1422.0,1422.0,87.0,1422.0,0.9996386500000078,1.0,15.0,0.0,,,,0.011435289681512155,0.01356485692548739,0.04386129975318909,0.0003138938918709755,0.0002500000000000001,5.421010862427521e-20,0.00025,0.00025,0.049575187,0.030825942999999998,0.12139501400000001,0.01762898,0.2731692938539037,0.40901966584690697,1.0,0.0,,,,
8,159.0,0.0,1693.0,1693.0,271.0,1693.0,0.9993703600000136,5.0,55.0,0.0,,,,0.008754079026402906,0.010493087956226587,0.04199719801545143,0.00022145826369524,0.00025,0.0,0.00025,0.00025,0.043745343,0.029057967,0.12578213,0.009329067,1.3777471984624352,0.8115021837176055,3.11412900057984,0.0,,,,
9,201.0,0.0,1861.0,1861.0,168.0,1861.0,0.9992040400000172,3.0,50.0,0.0,,,,0.005790353046211835,0.00924501194200579,0.04264310002326965,0.00015841521963011473,0.00025,0.0,0.00025,0.00025,0.029974802999999998,0.02480581,0.10272589,0.006583053,0.9971291228971556,0.7740837108535874,2.18976824447548,0.0,,,,
10,279.0,0.0,2172.0,2172.0,311.0,2172.0,0.998896150000024,4.0,65.0,0.0,,,,0.009652879799642295,0.012284496966573208,0.056258566677570336,8.341699867742136e-05,0.0002500000000000001,5.421010862427521e-20,0.00025,0.00025,0.04328928,0.03246331,0.13359663,0.006534694000000001,1.0234306140936356,0.5002579938176909,2.1008995427938943,0.0,,,,
11,440.0,0.0,2815.0,2815.0,643.0,2815.0,0.9982595800000378,10.0,335.0,0.0,,,,0.008536474057301511,0.01028302387210362,0.045296579599380486,0.00012202279322082175,0.0002500000000000001,5.421010862427521e-20,0.00025,0.00025,0.04192782,0.027328676,0.12006431,0.0078535825,1.3803392321717662,1.096111017851517,4.070269499186656,0.0,0.0023848657,0.025200281,0.042012468,-0.036088865
12,458.0,0.0,2888.0,2888.0,73.0,2888.0,0.9981873100000394,2.0,45.0,0.0,,,,0.009459823424953759,0.010695092095359921,0.0402686782181263,0.0004647395689971745,0.00025,0.0,0.00025,0.00025,0.046102643,0.024324505,0.107099675,0.018588312,0.6193548093911652,0.6855072221487064,1.8179069375972308,0.0,,,,
13,478.0,0.0,2969.0,2969.0,81.0,2969.0,0.9981071200000412,0.0,0.0,0.0,,,,0.006749217664764729,0.008090573080945502,0.02682654373347759,0.00027168722590431566,0.0002500000000000001,5.421010862427521e-20,0.00025,0.00025,0.036704935,0.024102442,0.087217584,0.010512206000000001,0.0,0.0,0.0,0.0,0.000485022,0.008587205,0.009356956999999999,-0.011517284
14,532.0,0.0,3183.0,3183.0,214.0,3183.0,0.9978952600000456,4.0,50.0,0.0,,,,0.006886512735002692,0.009553768326298295,0.030248582363128662,0.00014440309314522892,0.00025,0.0,0.00025,0.00025,0.035955932,0.028305838,0.10123628,0.00730699,1.1449070106363344,0.7411479181777391,2.363283716034233,0.0,,,,
15,551.0,0.0,3262.0,3262.0,79.0,3262.0,0.9978170500000474,2.0,15.0,0.0,,,,0.008461739830779965,0.012206836783855724,0.040975090116262436,0.00011308784451102837,0.0002500000000000001,5.421010862427521e-20,0.00025,0.00025,0.037445724,0.03204159,0.11201507,0.006310343,0.7209514730836505,0.7680412970584659,1.8953382542587165,0.0,,,,
16,626.0,0.0,3560.0,3560.0,298.0,3560.0,0.9975220300000538,6.0,145.0,0.0,,,,0.009029203843965659,0.009722502175700065,0.03697861731052399,0.00021903477318119255,0.0002500000000000001,5.421010862427521e-20,0.00025,0.00025,0.045156802999999995,0.026322339,0.11680761,0.011919108000000001,1.2555763711101595,0.9240906493644656,3.083943769311809,0.0,-0.021607108,0.020686936,0.009232186,-0.05197674
17,684.0,0.0,3794.0,3794.0,234.0,3794.0,0.9972903700000588,4.0,45.0,0.0,,,,0.008949900330004186,0.0108696265998807,0.04665529727935791,0.00029459563666023314,0.00025,0.0,0.00025,0.00025,0.042484716,0.026987998,0.10841252,0.0117550725,1.2202506793333543,0.9239408887260988,2.9738245545408817,0.0,0.026112242,0.027647123,0.061535902,-0.01418671
18,763.0,0.0,4108.0,4108.0,314.0,4108.0,0.9969795100000656,3.0,30.0,0.0,,,,0.007479070061377477,0.008896620879299575,0.036576714366674416,0.00020328086975496265,0.0002500000000000001,5.421010862427521e-20,0.00025,0.00025,0.043070607000000004,0.029303582,0.13295116,0.008885576999999999,0.8837491256463907,0.7030397582930629,2.6667247893559085,0.0,0.022609236,0.020540563,0.054745227,-0.00039339485
19,823.0,0.0,4348.0,4348.0,240.0,4348.0,0.9967419100000708,6.0,120.0,0.0,,,,0.0077256423872313455,0.008924083916126141,0.03898797184228897,0.00013186871365178376,0.00025,0.0,0.00025,0.00025,0.04132683,0.027561786,0.13284422,0.006342471999999999,1.5988277380263118,0.9509580660393312,3.1056467233551137,0.0,,,,
20,874.0,0.0,4552.0,4552.0,204.0,4552.0,0.9965399500000752,3.0,30.0,0.0,,,,0.007347894184503648,0.009792918501568331,0.04169968888163567,0.00021092816314194354,0.00025,0.0,0.00025,0.00025,0.03559589,0.026791284,0.108093284,0.00980423,0.8961957745502318,0.5239544190616746,1.9174072405700964,0.0,0.032443836000000004,0.025000658,0.07358496,0.00015714159
21,893.0,0.0,4627.0,4627.0,75.0,4627.0,0.9964657000000768,2.0,15.0,0.0,,,,0.004670596711404964,0.008158781989459747,0.030096400529146194,0.00010540960647631435,0.0002500000000000001,5.421010862427521e-20,0.00025,0.00025,0.022338616000000002,0.02347593,0.087533504,0.005530844,0.6504215775848821,0.7567320936767312,1.886384871716129,0.0,,,,
22,914.0,0.0,4713.0,4713.0,86.0,4713.0,0.9963805600000786,2.0,35.0,0.0,,,,0.0067829833244017895,0.008080795635655384,0.028226209804415706,0.00015739010996185243,0.0002500000000000001,5.421010862427521e-20,0.00025,0.00025,0.034749854,0.027055427000000003,0.09181212,0.008366535999999999,0.7082502636424372,0.7222731163417688,1.8429431933839264,0.0,,,,
23,964.0,0.0,4914.0,4914.0,201.0,4914.0,0.9961815700000828,4.0,50.0,0.0,,,,0.010504917961661704,0.011773181256895185,0.0450880229473114,0.0001865942613221705,0.00025,0.0,0.00025,0.00025,0.048508067,0.03061757,0.12784363,0.01017314,1.1770323827695204,0.9093313520815908,2.52258184188516,0.0,,,,
24,991.0,0.0,5022.0,5022.0,108.0,5022.0,0.9960746500000852,2.0,15.0,0.0,,,,0.010385172195338572,0.009804020528278966,0.0299542136490345,0.00038964324630796915,0.00025,0.0,0.00025,0.00025,0.050116464000000006,0.028762132000000003,0.12844692,0.011575635,0.30012966497153265,0.5570578527365648,1.8345137614500877,0.0,,,,
25,1044.0,0.0,5234.0,5234.0,212.0,5234.0,0.9958647700000898,0.0,0.0,0.0,,,,0.007366582582527861,0.01016458659273742,0.04324457794427872,0.0002189573715440929,0.00025,0.0,0.00025,0.00025,0.041527875,0.032172493999999996,0.14668968,0.008220247,0.0,0.0,0.0,0.0,-0.025346689,0.011624134,-0.01041002,-0.045562238
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 1.0 486.0 486.0 486.0 486.0 1.0 0.0 1.027285241237078 0.8961037725396955 3.502959469093688 0.0
3 2 0.0 1.0 573.0 573.0 87.0 573.0 1.0 0.0 0.2991949731169189 0.4147830569909918 1.0 0.0
4 3 0.0 1.0 722.0 722.0 149.0 722.0 1.0 0.0 1.089942054123867 0.6773639260883686 1.9560606270183023 0.0
5 4 0.0 1.0 1057.0 1057.0 335.0 1057.0 1.0 0.0 1.6150170189100268 1.2171006279541683 4.3034191502088746 0.0
6 5 51.0 0.0 1260.0 1260.0 203.0 1260.0 0.9997990300000044 5.0 55.0 0.0 0.011007826140734787 0.011083870362627377 0.014603481057153478 0.014686622348556997 0.05728723481297492 0.054807450622320175 0.00017679380835033953 8.600389992352575e-05 0.00025 0.0 0.00025 0.00025 0.05001448 0.044719514 0.03673725 0.033888377000000004 0.18864875 0.15844104 0.012782556 0.006255531700000001 1.5742518458459676 1.1031375801910266 3.252515696371334 0.0
7 6 70.0 0.0 1335.0 1335.0 75.0 1335.0 0.999724780000006 2.0 15.0 0.0 0.011499390747447154 0.01160521360763692 0.010961000063645872 0.011407942994633451 0.0315467044711113 0.03328811377286911 0.0005441936664283277 0.0005630382802337407 0.0002500000000000001 5.421010862427521e-20 0.00025 0.00025 0.05759323400000001 0.051803865 0.024992667000000003 0.029654076 0.11028934 0.12591287 0.022131458 0.018302478 0.630055465573955 0.7534012288320482 1.886384871716129 0.0
8 7 91.0 0.0 1422.0 1422.0 87.0 1422.0 0.9996386500000078 1.0 15.0 0.0 0.01132884354696476 0.011435289681512155 0.013429386203264964 0.01356485692548739 0.04364541172981262 0.04386129975318909 0.000340703729307279 0.0003138938918709755 0.0002500000000000001 5.421010862427521e-20 0.00025 0.00025 0.055466358 0.049575187 0.03408065 0.030825942999999998 0.13973257 0.12139501400000001 0.016833907 0.01762898 0.2731692938539037 0.40901966584690697 1.0 0.0
9 8 159.0 0.0 1693.0 1693.0 271.0 1693.0 0.9993703600000136 5.0 55.0 0.0 0.008705972996627245 0.008754079026402906 0.01046594152738398 0.010493087956226587 0.04259247332811356 0.04199719801545143 0.00026405457174405456 0.00022145826369524 0.00025 0.0 0.00025 0.00025 0.04516968 0.043745343 0.027806934 0.029057967 0.12673344 0.12578213 0.0123512 0.009329067 1.3777471984624352 0.8115021837176055 3.11412900057984 0.0
10 9 201.0 0.0 1861.0 1861.0 168.0 1861.0 0.9992040400000172 3.0 50.0 0.0 0.005878299186449675 0.005790353046211835 0.009437852632040231 0.00924501194200579 0.04434124007821083 0.04264310002326965 0.00013726821634918449 0.00015841521963011473 0.00025 0.0 0.00025 0.00025 0.031320102999999995 0.029974802999999998 0.02600094 0.02480581 0.118447885 0.10272589 0.008186511 0.006583053 0.9971291228971556 0.7740837108535874 2.18976824447548 0.0
11 10 279.0 0.0 2172.0 2172.0 311.0 2172.0 0.998896150000024 4.0 65.0 0.0 0.009727142530699404 0.009652879799642295 0.012268936533653787 0.012284496966573208 0.05482503771781922 0.056258566677570336 0.00013224119902588427 8.341699867742136e-05 0.0002500000000000001 5.421010862427521e-20 0.00025 0.00025 0.045818377 0.04328928 0.03322848 0.03246331 0.13469987 0.13359663 0.006579738000000001 0.006534694000000001 1.0234306140936356 0.5002579938176909 2.1008995427938943 0.0
12 11 440.0 0.0 2815.0 2815.0 643.0 2815.0 0.9982595800000378 10.0 335.0 0.0 0.008651261723684205 0.008536474057301511 0.01035218743544492 0.01028302387210362 0.0460522323846817 0.045296579599380486 0.00012582635099533943 0.00012202279322082175 0.0002500000000000001 5.421010862427521e-20 0.00025 0.00025 0.042565465 0.04192782 0.027683503999999998 0.027328676 0.13492820000000003 0.12006431 0.0055641527 0.0078535825 1.3803392321717662 1.096111017851517 4.070269499186656 0.0 0.010471878 0.0023848657 0.016772145 0.025200281 0.03140713 0.042012468 -0.011288109 -0.036088865
13 12 458.0 0.0 2888.0 2888.0 73.0 2888.0 0.9981873100000394 2.0 45.0 0.0 0.009507577900270313 0.009459823424953759 0.010686165551315943 0.010695092095359921 0.03972183912992477 0.0402686782181263 0.0004233591898810118 0.0004647395689971745 0.00025 0.0 0.00025 0.00025 0.04721937 0.046102643 0.025519945 0.024324505 0.11107015 0.107099675 0.016729604 0.018588312 0.6193548093911652 0.6855072221487064 1.8179069375972308 0.0
14 13 478.0 0.0 2969.0 2969.0 81.0 2969.0 0.9981071200000412 0.0 0.0 0.0 0.006916543132683728 0.006749217664764729 0.008256373671042505 0.008090573080945502 0.02793971076607704 0.02682654373347759 0.00034270941978320485 0.00027168722590431566 0.0002500000000000001 5.421010862427521e-20 0.00025 0.00025 0.03785228 0.036704935 0.023063693 0.024102442 0.090955265 0.087217584 0.014428139 0.010512206000000001 0.0 0.0 0.0 0.0 -0.0006935441000000001 0.000485022 0.008459795 0.008587205 0.012772851000000002 0.009356956999999999 -0.010573764 -0.011517284
15 14 532.0 0.0 3183.0 3183.0 214.0 3183.0 0.9978952600000456 4.0 50.0 0.0 0.0069841391733562975 0.006886512735002692 0.009727930525240285 0.009553768326298295 0.030958421528339383 0.030248582363128662 0.00019982327648904172 0.00014440309314522892 0.00025 0.0 0.00025 0.00025 0.03517378 0.035955932 0.028121071 0.028305838 0.09745253599999999 0.10123628 0.007200333000000001 0.00730699 1.1449070106363344 0.7411479181777391 2.363283716034233 0.0
16 15 551.0 0.0 3262.0 3262.0 79.0 3262.0 0.9978170500000474 2.0 15.0 0.0 0.008571460710587226 0.008461739830779965 0.012479903064922505 0.012206836783855724 0.043056368827819824 0.040975090116262436 0.0001790421229088679 0.00011308784451102837 0.0002500000000000001 5.421010862427521e-20 0.00025 0.00025 0.03861944 0.037445724 0.03349347 0.03204159 0.12367985 0.11201507 0.008007733000000001 0.006310343 0.7209514730836505 0.7680412970584659 1.8953382542587165 0.0
17 16 626.0 0.0 3560.0 3560.0 298.0 3560.0 0.9975220300000538 6.0 145.0 0.0 0.00916061567428138 0.009029203843965659 0.00985262607730402 0.009722502175700065 0.03863134235143662 0.03697861731052399 0.00022459866886492819 0.00021903477318119255 0.0002500000000000001 5.421010862427521e-20 0.00025 0.00025 0.04501683 0.045156802999999995 0.026303627000000003 0.026322339 0.10941381 0.11680761 0.010795511 0.011919108000000001 1.2555763711101595 0.9240906493644656 3.083943769311809 0.0 -0.007507985 -0.021607108 0.015376373999999998 0.020686936 0.009678967 0.009232186 -0.030438615 -0.05197674
18 17 885.0 684.0 0.0 4598.0 3794.0 4598.0 3794.0 1038.0 234.0 4598.0 3794.0 0.996494410000076 0.9972903700000588 12.0 4.0 210.0 45.0 0.0 0.007690413830856681 0.008949900330004186 0.009722273214587109 0.0108696265998807 0.04484198987483978 0.04665529727935791 0.00014540684060193598 0.00029459563666023314 0.0002500000000000001 0.00025 5.421010862427521e-20 0.0 0.00025 0.00025 0.040153995 0.042484716 0.028107608 0.026987998 0.13334101 0.10841252 0.007176003 0.0117550725 1.2202506793333543 0.9239408887260988 2.9738245545408817 0.0 0.01752627 0.026112242 0.018640606 0.027647123 0.05206203 0.061535902 -0.006777686 -0.01418671
19 18 903.0 763.0 0.0 4668.0 4108.0 4668.0 4108.0 70.0 314.0 4668.0 4108.0 0.9964251100000776 0.9969795100000656 2.0 3.0 15.0 30.0 0.0 0.008374075151925139 0.007479070061377477 0.00685058487549806 0.008896620879299575 0.01695725508034229 0.036576714366674416 0.00013643733109347522 0.00020328086975496265 0.00025 0.0002500000000000001 0.0 5.421010862427521e-20 0.00025 0.00025 0.041769784 0.043070607000000004 0.025388801000000003 0.029303582 0.0693266 0.13295116 0.006554181 0.008885576999999999 0.8837491256463907 0.7030397582930629 2.6667247893559085 0.0 0.022609236 0.020540563 0.054745227 -0.00039339485
20 19 924.0 823.0 0.0 4754.0 4348.0 4754.0 4348.0 86.0 240.0 4754.0 4348.0 0.9963399700000796 0.9967419100000708 2.0 6.0 35.0 120.0 0.0 0.006986255206616728 0.0077256423872313455 0.009138039512187723 0.008924083916126141 0.029435122385621067 0.03898797184228897 0.00023959197278600186 0.00013186871365178376 0.0002500000000000001 0.00025 5.421010862427521e-20 0.0 0.00025 0.00025 0.03765729 0.04132683 0.027741422999999998 0.027561786 0.09483457 0.13284422 0.009779892 0.006342471999999999 1.5988277380263118 0.9509580660393312 3.1056467233551137 0.0
21 20 988.0 874.0 0.0 5007.0 4552.0 5007.0 4552.0 253.0 204.0 5007.0 4552.0 0.9960895000000848 0.9965399500000752 1.0 3.0 5.0 30.0 0.0 0.008958109939518932 0.007347894184503648 0.010352110018017849 0.009792918501568331 0.04120930656790733 0.04169968888163567 0.00026069089653901756 0.00021092816314194354 0.00025 0.0 0.00025 0.00025 0.044280123 0.03559589 0.027352182000000003 0.026791284 0.10559346 0.108093284 0.010518369 0.00980423 0.8961957745502318 0.5239544190616746 1.9174072405700964 0.0 0.032443836000000004 0.025000658 0.07358496 0.00015714159
22 21 1009.0 893.0 0.0 5092.0 4627.0 5092.0 4627.0 85.0 75.0 5092.0 4627.0 0.9960053500000868 0.9964657000000768 0.0 2.0 0.0 15.0 0.0 0.009729027376687596 0.004670596711404964 0.007417915393123158 0.008158781989459747 0.026410818099975586 0.030096400529146194 0.0005171290249563754 0.00010540960647631435 0.0002500000000000001 5.421010862427521e-20 0.00025 0.00025 0.05305024 0.022338616000000002 0.022927448 0.02347593 0.11149109 0.087533504 0.019090652 0.005530844 0.6504215775848821 0.7567320936767312 1.886384871716129 0.0
23 22 1041.0 914.0 0.0 5221.0 4713.0 5221.0 4713.0 129.0 86.0 5221.0 4713.0 0.9958776400000896 0.9963805600000786 1.0 2.0 10.0 35.0 0.0 0.0065109121378554855 0.0067829833244017895 0.009705144564042924 0.008080795635655384 0.04230054095387459 0.028226209804415706 0.0002464384888298809 0.00015739010996185243 0.00025 0.0002500000000000001 0.0 5.421010862427521e-20 0.00025 0.00025 0.03857564 0.034749854 0.029652012999999998 0.027055427000000003 0.13166025 0.09181212 0.008339129 0.008366535999999999 0.7082502636424372 0.7222731163417688 1.8429431933839264 0.0 0.022667855 0.029822525 0.073469676 -0.01822071
24 23 1101.0 964.0 0.0 5461.0 4914.0 5461.0 4914.0 240.0 201.0 5461.0 4914.0 0.9956400400000948 0.9961815700000828 6.0 4.0 85.0 50.0 0.0 0.007464758036803688 0.010504917961661704 0.008871554942636414 0.011773181256895185 0.04159108921885489 0.0450880229473114 9.95906739262864e-05 0.0001865942613221705 0.00025 0.0 0.00025 0.00025 0.040631982999999997 0.048508067 0.027780425 0.03061757 0.1273076 0.12784363 0.0052087842 0.01017314 1.1770323827695204 0.9093313520815908 2.52258184188516 0.0
25 24 1167.0 991.0 0.0 5724.0 5022.0 5724.0 5022.0 263.0 108.0 5724.0 5022.0 0.9953796700001004 0.9960746500000852 1.0 2.0 25.0 15.0 0.0 0.007049951021944059 0.010385172195338572 0.008145597856309148 0.009804020528278966 0.029556380584836006 0.0299542136490345 0.00024747068528085947 0.00038964324630796915 0.00025 0.0 0.00025 0.00025 0.03756183 0.050116464000000006 0.025077598 0.028762132000000003 0.10530927 0.12844692 0.010631736000000001 0.011575635 0.30012966497153265 0.5570578527365648 1.8345137614500877 0.0
26 25 1188.0 1044.0 0.0 5808.0 5234.0 5808.0 5234.0 84.0 212.0 5808.0 5234.0 0.995296510000102 0.9958647700000898 0.0 0.0 0.0 0.008849835848585437 0.007366582582527861 0.008812960520326749 0.01016458659273742 0.028190467506647113 0.04324457794427872 0.00018663128139451146 0.0002189573715440929 0.0002500000000000001 0.00025 5.421010862427521e-20 0.0 0.00025 0.00025 0.04469130599999999 0.041527875 0.028627316 0.032172493999999996 0.10585028 0.14668968 0.008268119 0.008220247 0.0 0.0 0.0 0.0 -0.025346689 0.011624134 -0.01041002 -0.045562238