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72a1d9d426
* 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
37 KiB
37 KiB
| 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 | Q/Mean | Q/Stdev | Q/Max | Q/Min |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2 | 1 | 0.0 | 1.0 | 13.0 | 13.0 | 13.0 | 13.0 | 1.0 | 0.0 | |||||||||||||||||||||
| 3 | 2 | 0.0 | 1.0 | 29.0 | 29.0 | 16.0 | 29.0 | 1.0 | 0.0 | |||||||||||||||||||||
| 4 | 3 | 0.0 | 1.0 | 56.0 | 56.0 | 27.0 | 56.0 | 1.0 | 0.0 | |||||||||||||||||||||
| 5 | 4 | 0.0 | 1.0 | 67.0 | 67.0 | 11.0 | 67.0 | 1.0 | 0.0 | |||||||||||||||||||||
| 6 | 5 | 0.0 | 1.0 | 77.0 | 77.0 | 10.0 | 77.0 | 1.0 | 0.0 | |||||||||||||||||||||
| 7 | 6 | 0.0 | 1.0 | 94.0 | 94.0 | 17.0 | 94.0 | 1.0 | 0.0 | |||||||||||||||||||||
| 8 | 7 | 0.0 | 1.0 | 106.0 | 106.0 | 12.0 | 106.0 | 1.0 | 0.0 | |||||||||||||||||||||
| 9 | 8 | 0.0 | 1.0 | 121.0 | 121.0 | 15.0 | 121.0 | 1.0 | 0.0 | |||||||||||||||||||||
| 10 | 9 | 0.0 | 1.0 | 138.0 | 138.0 | 17.0 | 138.0 | 1.0 | 0.0 | |||||||||||||||||||||
| 11 | 10 | 0.0 | 1.0 | 172.0 | 172.0 | 34.0 | 172.0 | 1.0 | 0.0 | |||||||||||||||||||||
| 12 | 11 | 0.0 | 1.0 | 187.0 | 187.0 | 15.0 | 187.0 | 1.0 | 0.0 | |||||||||||||||||||||
| 13 | 12 | 0.0 | 1.0 | 201.0 | 201.0 | 14.0 | 201.0 | 1.0 | 0.0 | |||||||||||||||||||||
| 14 | 13 | 0.0 | 1.0 | 218.0 | 218.0 | 17.0 | 218.0 | 1.0 | 0.0 | |||||||||||||||||||||
| 15 | 14 | 0.0 | 1.0 | 235.0 | 235.0 | 17.0 | 235.0 | 1.0 | 0.0 | |||||||||||||||||||||
| 16 | 15 | 0.0 | 1.0 | 262.0 | 262.0 | 27.0 | 262.0 | 1.0 | 0.0 | |||||||||||||||||||||
| 17 | 16 | 0.0 | 1.0 | 279.0 | 279.0 | 17.0 | 279.0 | 1.0 | 0.0 | |||||||||||||||||||||
| 18 | 17 | 0.0 | 1.0 | 330.0 | 330.0 | 51.0 | 330.0 | 1.0 | 0.0 | |||||||||||||||||||||
| 19 | 18 | 0.0 | 1.0 | 350.0 | 350.0 | 20.0 | 350.0 | 1.0 | 0.0 | |||||||||||||||||||||
| 20 | 19 | 0.0 | 1.0 | 402.0 | 402.0 | 52.0 | 402.0 | 1.0 | 0.0 | |||||||||||||||||||||
| 21 | 20 | 0.0 | 1.0 | 411.0 | 411.0 | 9.0 | 411.0 | 1.0 | 0.0 | |||||||||||||||||||||
| 22 | 21 | 0.0 | 1.0 | 448.0 | 448.0 | 37.0 | 448.0 | 1.0 | 0.0 | |||||||||||||||||||||
| 23 | 22 | 0.0 | 1.0 | 462.0 | 462.0 | 14.0 | 462.0 | 1.0 | 0.0 | |||||||||||||||||||||
| 24 | 23 | 0.0 | 1.0 | 498.0 | 498.0 | 36.0 | 498.0 | 1.0 | 0.0 | |||||||||||||||||||||
| 25 | 24 | 0.0 | 1.0 | 510.0 | 510.0 | 12.0 | 510.0 | 1.0 | 0.0 | |||||||||||||||||||||
| 26 | 25 | 0.0 | 1.0 | 529.0 | 529.0 | 19.0 | 529.0 | 1.0 | 0.0 | |||||||||||||||||||||
| 27 | 26 | 0.0 | 1.0 | 554.0 | 554.0 | 25.0 | 554.0 | 1.0 | 0.0 | |||||||||||||||||||||
| 28 | 27 | 0.0 | 1.0 | 566.0 | 566.0 | 12.0 | 566.0 | 1.0 | 0.0 | |||||||||||||||||||||
| 29 | 28 | 0.0 | 1.0 | 618.0 | 618.0 | 52.0 | 618.0 | 1.0 | 0.0 | |||||||||||||||||||||
| 30 | 29 | 0.0 | 1.0 | 644.0 | 644.0 | 26.0 | 644.0 | 1.0 | 0.0 | |||||||||||||||||||||
| 31 | 30 | 0.0 | 1.0 | 660.0 | 660.0 | 16.0 | 660.0 | 1.0 | 0.0 | |||||||||||||||||||||
| 32 | 31 | 0.0 | 1.0 | 693.0 | 693.0 | 33.0 | 693.0 | 1.0 | 0.0 | |||||||||||||||||||||
| 33 | 32 | 0.0 | 1.0 | 707.0 | 707.0 | 14.0 | 707.0 | 1.0 | 0.0 | |||||||||||||||||||||
| 34 | 33 | 0.0 | 1.0 | 723.0 | 723.0 | 16.0 | 723.0 | 1.0 | 0.0 | |||||||||||||||||||||
| 35 | 34 | 0.0 | 1.0 | 736.0 | 736.0 | 13.0 | 736.0 | 1.0 | 0.0 | |||||||||||||||||||||
| 36 | 35 | 0.0 | 1.0 | 767.0 | 767.0 | 31.0 | 767.0 | 1.0 | 0.0 | |||||||||||||||||||||
| 37 | 36 | 0.0 | 1.0 | 778.0 | 778.0 | 11.0 | 778.0 | 1.0 | 0.0 | |||||||||||||||||||||
| 38 | 37 | 0.0 | 1.0 | 800.0 | 800.0 | 22.0 | 800.0 | 1.0 | 0.0 | |||||||||||||||||||||
| 39 | 38 | 0.0 | 1.0 | 825.0 | 825.0 | 25.0 | 825.0 | 1.0 | 0.0 | |||||||||||||||||||||
| 40 | 39 | 0.0 | 1.0 | 845.0 | 845.0 | 20.0 | 845.0 | 1.0 | 0.0 | |||||||||||||||||||||
| 41 | 40 | 0.0 | 1.0 | 867.0 | 867.0 | 22.0 | 867.0 | 1.0 | 0.0 | |||||||||||||||||||||
| 42 | 41 | 0.0 | 1.0 | 916.0 | 916.0 | 49.0 | 916.0 | 1.0 | 0.0 | |||||||||||||||||||||
| 43 | 42 | 0.0 | 1.0 | 930.0 | 930.0 | 14.0 | 930.0 | 1.0 | 0.0 | |||||||||||||||||||||
| 44 | 43 | 0.0 | 1.0 | 952.0 | 952.0 | 22.0 | 952.0 | 1.0 | 0.0 | |||||||||||||||||||||
| 45 | 44 | 0.0 | 1.0 | 964.0 | 964.0 | 12.0 | 964.0 | 1.0 | 0.0 | |||||||||||||||||||||
| 46 | 45 | 0.0 | 1.0 | 984.0 | 984.0 | 20.0 | 984.0 | 1.0 | 0.0 | |||||||||||||||||||||
| 47 | 46 | 0.0 | 1.0 | 994.0 | 994.0 | 10.0 | 994.0 | 1.0 | 0.0 | |||||||||||||||||||||
| 48 | 47 | 0.0 | 1.0 | 1011.0 | 1011.0 | 17.0 | 1011.0 | 1.0 | 0.0 | |||||||||||||||||||||
| 49 | 48 | 0.0 | 1.0 | 1043.0 | 1043.0 | 32.0 | 1043.0 | 1.0 | 1.0 | |||||||||||||||||||||
| 50 | 49 | 29.0 | 0.0 | 1073.0 | 1073.0 | 30.0 | 1073.0 | 0.9970300000000012 | 30.0 | 30.0 | 0.0 | 0.6623758560624616 | 0.21752975877326144 | 1.0545846223831177 | 0.37498119473457336 | 0.0002500000000000001 | 5.421010862427521e-20 | 0.00025 | 0.00025 | 1.8255235 | 0.32260594 | 2.4803176 | 1.2936611 | |||||||
| 51 | 50 | 58.0 | 0.0 | 1102.0 | 1102.0 | 29.0 | 1102.0 | 0.9941590000000023 | 29.0 | 29.0 | 0.0 | 0.27627028099128176 | 0.06252456128717054 | 0.3981901407241821 | 0.14547821879386902 | 0.0002500000000000001 | 5.421010862427521e-20 | 0.00025 | 0.00025 | 0.93965346 | 0.20133345 | 1.3086687 | 0.44149104 | |||||||
| 52 | 51 | 68.0 | 0.0 | 1112.0 | 1112.0 | 10.0 | 1112.0 | 0.9931690000000029 | 10.0 | 10.0 | 0.0 | 0.1977695557806227 | 0.02093646076678697 | 0.22400280833244324 | 0.14966151118278506 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 0.8252589 | 0.122928075 | 1.0349692 | 0.6762965 | |||||||
| 53 | 52 | 84.0 | 0.0 | 1128.0 | 1128.0 | 16.0 | 1128.0 | 0.9915850000000034 | 16.0 | 16.0 | 1.0 | 0.14596421470244725 | 0.03396243904161534 | 0.2309178113937378 | 0.09740986675024033 | 0.0002500000000000001 | 1.0842021724855042e-19 | 0.00025 | 0.00025 | 0.71064323 | 0.19494471 | 0.99243146 | 0.39686188 | |||||||
| 54 | 53 | 104.0 | 0.0 | 1148.0 | 1148.0 | 20.0 | 1148.0 | 0.9896050000000042 | 20.0 | 20.0 | 0.0 | 0.26416309570011337 | 0.3569560513713297 | 1.1234664916992188 | 0.057551935315132134 | 0.0002500000000000001 | 5.421010862427521e-20 | 0.00025 | 0.00025 | 1.1749398000000002 | 1.2178285 | 4.1573567 | 0.39373509999999995 | |||||||
| 55 | 54 | 125.0 | 0.0 | 1169.0 | 1169.0 | 21.0 | 1169.0 | 0.987526000000005 | 21.0 | 21.0 | 0.0 | 0.4738852731883526 | 0.25245309941793115 | 1.0308256149291992 | 0.11316965520381927 | 0.0002500000000000001 | 5.421010862427521e-20 | 0.00025 | 0.00025 | 2.1874137000000005 | 0.89648396 | 3.9569550000000002 | 0.8894846 | |||||||
| 56 | 55 | 178.0 | 0.0 | 1222.0 | 1222.0 | 53.0 | 1222.0 | 0.9822790000000072 | 53.0 | 53.0 | 0.0 | 0.15024057358431706 | 0.1349147443095277 | 0.5723611116409302 | 0.010318967513740064 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 1.016358 | 0.49310276 | 2.5299776 | 0.25586814 | 3.2804177000000005 | 0.4011171 | 3.6815347999999997 | 2.8793006 | |||
| 57 | 56 | 195.0 | 0.0 | 1239.0 | 1239.0 | 17.0 | 1239.0 | 0.9805960000000078 | 17.0 | 17.0 | 1.0 | 0.10002875464851968 | 0.08920991146299669 | 0.28780776262283325 | 0.007297647651284933 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 0.7871345999999999 | 0.48163325 | 1.9293683999999998 | 0.32121682 | 1.7101017 | 0.044927478 | 1.7550292 | 1.6651741999999998 | |||
| 58 | 57 | 204.0 | 0.0 | 1248.0 | 1248.0 | 9.0 | 1248.0 | 0.9797050000000082 | 9.0 | 9.0 | 0.0 | 0.5240178338717669 | 0.5538915872008271 | 1.2775825262069702 | 0.00922434963285923 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 3.0923380000000003 | 2.9660293999999996 | 7.543504700000001 | 0.4868734 | |||||||
| 59 | 58 | 261.0 | 0.0 | 1305.0 | 1305.0 | 57.0 | 1305.0 | 0.9740620000000104 | 57.0 | 57.0 | 0.0 | 0.3848840264046365 | 0.2731901639020491 | 1.2086374759674072 | 0.003667921060696244 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 2.529103 | 1.417902 | 6.5215797 | 0.18263699 | 3.0874267000000004 | 0.17776585 | 3.2651925 | 2.9096607999999997 | |||
| 60 | 59 | 271.0 | 0.0 | 1315.0 | 1315.0 | 10.0 | 1315.0 | 0.9730720000000108 | 10.0 | 10.0 | 0.0 | 0.3155832932227188 | 0.24549291513766824 | 0.7184719443321228 | 0.06107920035719872 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 2.1512384 | 0.86471283 | 3.6221426 | 1.0065173 | |||||||
| 61 | 60 | 286.0 | 0.0 | 1330.0 | 1330.0 | 15.0 | 1330.0 | 0.9715870000000114 | 15.0 | 15.0 | 0.0 | 0.2566327971539327 | 0.1532569659250343 | 0.4973645508289337 | 0.03669235482811928 | 0.0002500000000000001 | 1.0842021724855042e-19 | 0.00025 | 0.00025 | 1.6590738 | 0.5632428 | 2.4546456 | 0.7264269 | |||||||
| 62 | 61 | 307.0 | 0.0 | 1351.0 | 1351.0 | 21.0 | 1351.0 | 0.9695080000000122 | 21.0 | 21.0 | 0.0 | 0.5878507432062179 | 0.5717216440682384 | 1.5803961753845217 | 0.0109538147225976 | 0.0002500000000000001 | 5.421010862427521e-20 | 0.00025 | 0.00025 | 3.2435374 | 3.0123900000000003 | 9.827361 | 0.2857321 | 3.5660195 | 0.5183687 | 4.0843883000000005 | 3.0476508 | |||
| 63 | 62 | 320.0 | 0.0 | 1364.0 | 1364.0 | 13.0 | 1364.0 | 0.9682210000000128 | 13.0 | 13.0 | 0.0 | 0.5344389355741441 | 0.4163571805071043 | 1.2032907009124756 | 0.024882443249225616 | 0.0002500000000000001 | 5.421010862427521e-20 | 0.00025 | 0.00025 | 3.9802267999999996 | 1.9276689999999999 | 7.8444614 | 1.3629774 | |||||||
| 64 | 63 | 334.0 | 0.0 | 1378.0 | 1378.0 | 14.0 | 1378.0 | 0.9668350000000132 | 14.0 | 14.0 | 0.0 | 0.539056240580976 | 0.4380755546147296 | 1.6307437419891355 | 0.01547085586935282 | 0.0002500000000000001 | 1.0842021724855042e-19 | 0.00025 | 0.00025 | 3.7908489999999997 | 1.9195033 | 7.6966076 | 0.9016946 | |||||||
| 65 | 64 | 355.0 | 0.0 | 1399.0 | 1399.0 | 21.0 | 1399.0 | 0.9647560000000142 | 21.0 | 21.0 | 0.0 | 0.41861421298235657 | 0.3369105249664219 | 1.1056134700775146 | 0.03483152762055397 | 0.0002500000000000001 | 5.421010862427521e-20 | 0.00025 | 0.00025 | 2.7146385 | 1.2563146 | 5.413638 | 1.0721478000000002 | |||||||
| 66 | 65 | 383.0 | 0.0 | 1427.0 | 1427.0 | 28.0 | 1427.0 | 0.9619840000000152 | 28.0 | 28.0 | 0.0 | 0.44566211269961453 | 0.291139591036773 | 1.20710027217865 | 0.03846684843301773 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 2.7184286 | 1.4357933 | 7.870412 | 0.6740946999999999 | 3.9745226000000002 | 0.08205039 | 4.0943527 | 3.8672269999999997 | |||
| 67 | 66 | 393.0 | 0.0 | 1437.0 | 1437.0 | 10.0 | 1437.0 | 0.9609940000000156 | 10.0 | 10.0 | 1.0 | 0.3330389397839705 | 0.31746753805047623 | 1.1342434883117676 | 0.0354599803686142 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 2.2922363 | 0.95181715 | 3.866347 | 1.2405926 | |||||||
| 68 | 67 | 422.0 | 0.0 | 1466.0 | 1466.0 | 29.0 | 1466.0 | 0.9581230000000168 | 29.0 | 29.0 | 0.0 | 0.7809673336866709 | 0.5135341119066855 | 1.8387697935104368 | 0.019621865823864937 | 0.0002500000000000001 | 5.421010862427521e-20 | 0.00025 | 0.00025 | 5.752187999999999 | 3.6212737999999995 | 13.178491000000001 | 1.126234 | |||||||
| 69 | 68 | 432.0 | 0.0 | 1476.0 | 1476.0 | 10.0 | 1476.0 | 0.9571330000000172 | 10.0 | 10.0 | 0.0 | 0.6562253975619873 | 0.48950209676756895 | 1.2802948951721191 | 0.018605800345540047 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 4.419825599999999 | 2.7893977000000003 | 9.172255499999999 | 1.1001319 | |||||||
| 70 | 69 | 443.0 | 0.0 | 1487.0 | 1487.0 | 11.0 | 1487.0 | 0.9560440000000175 | 11.0 | 11.0 | 0.0 | 0.7445076063275338 | 0.5033382007547413 | 1.6190494298934937 | 0.1151702031493187 | 0.0002500000000000001 | 5.421010862427521e-20 | 0.00025 | 0.00025 | 3.6375916 | 0.86698025 | 5.041912 | 2.0204606 | |||||||
| 71 | 70 | 465.0 | 0.0 | 1509.0 | 1509.0 | 22.0 | 1509.0 | 0.9538660000000184 | 22.0 | 22.0 | 0.0 | 0.5474224088802224 | 0.4687747790727171 | 1.5074584484100342 | 0.02208995074033737 | 0.0002500000000000001 | 5.421010862427521e-20 | 0.00025 | 0.00025 | 3.2342439 | 1.8160878 | 8.412523 | 0.63398165 | 5.013135 | 0.04370277400000001 | 5.062371700000001 | 4.9501133 | |||
| 72 | 71 | 506.0 | 0.0 | 1550.0 | 1550.0 | 41.0 | 1550.0 | 0.9498070000000202 | 41.0 | 41.0 | 0.0 | 0.6868516232818365 | 0.4872206219002675 | 2.1364426612854004 | 0.03817632049322128 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 4.7288833 | 3.178904 | 14.4211445 | 1.0284173 | 5.158992 | 0.13347122 | 5.334808 | 4.8992057 | |||
| 73 | 72 | 543.0 | 0.0 | 1587.0 | 1587.0 | 37.0 | 1587.0 | 0.9461440000000216 | 37.0 | 37.0 | 0.0 | 0.9035348899455534 | 0.7136716405608813 | 2.8472883701324463 | 0.027989432215690613 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 5.525556 | 2.7714326000000002 | 12.493056 | 1.2402723999999998 | 6.0184994000000005 | 0.06256485 | 6.081064 | 5.9559345 | |||
| 74 | 73 | 566.0 | 0.0 | 1610.0 | 1610.0 | 23.0 | 1610.0 | 0.9438670000000224 | 23.0 | 23.0 | 1.0 | 0.6682308512655172 | 0.5365333658351971 | 1.9112286567687988 | 0.044551320374011986 | 0.0002500000000000001 | 5.421010862427521e-20 | 0.00025 | 0.00025 | 3.9174193999999996 | 2.260204 | 11.072246 | 0.96515584 | 5.0309415 | 0.5353656 | 5.566307 | 4.495576 | |||
| 75 | 74 | 644.0 | 0.0 | 1688.0 | 1688.0 | 78.0 | 1688.0 | 0.9361450000000257 | 78.0 | 78.0 | 0.0 | 0.8298934870822863 | 0.5837081378914609 | 2.283106803894043 | 0.03373856097459793 | 0.0002500000000000001 | 5.421010862427521e-20 | 0.00025 | 0.00025 | 5.308835500000001 | 3.2045847999999997 | 15.848439 | 1.1228681999999999 | 6.059643 | 0.6600132 | 7.2323 | 4.8327136 | |||
| 76 | 75 | 673.0 | 0.0 | 1717.0 | 1717.0 | 29.0 | 1717.0 | 0.9332740000000268 | 29.0 | 29.0 | 0.0 | 0.8172759057155677 | 0.6214247750712697 | 3.138441801071167 | 0.04284664988517761 | 0.0002500000000000001 | 5.421010862427521e-20 | 0.00025 | 0.00025 | 4.728099299999999 | 2.5123005000000003 | 12.426594999999999 | 1.325373 | 6.7960744 | 0.17760341 | 7.11315 | 6.497910500000001 | |||
| 77 | 76 | 703.0 | 0.0 | 1747.0 | 1747.0 | 30.0 | 1747.0 | 0.930304000000028 | 30.0 | 30.0 | 0.0 | 0.8765697743872116 | 0.706600576125447 | 2.645293474197388 | 0.07001194357872009 | 0.0002500000000000001 | 5.421010862427521e-20 | 0.00025 | 0.00025 | 6.105653 | 2.9955363 | 13.311974 | 1.1199565 | 7.1127405 | 0.08970952 | 7.2024503 | 7.023031 | |||
| 78 | 77 | 736.0 | 0.0 | 1780.0 | 1780.0 | 33.0 | 1780.0 | 0.9270370000000292 | 33.0 | 33.0 | 0.0 | 1.049498415668495 | 0.5862276055399929 | 2.4574620723724365 | 0.04477827623486519 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 7.2536497 | 3.2606580000000003 | 17.92649 | 1.1623846000000002 | 5.9468803 | 0.15924620000000003 | 6.1061263 | 5.787634 | |||
| 79 | 78 | 752.0 | 0.0 | 1796.0 | 1796.0 | 16.0 | 1796.0 | 0.9254530000000301 | 16.0 | 16.0 | 0.0 | 0.7671592091520627 | 0.6271835583075356 | 2.288571357727051 | 0.10467972606420516 | 0.0002500000000000001 | 1.0842021724855042e-19 | 0.00025 | 0.00025 | 6.5077066 | 3.4911468 | 17.352007 | 2.5914903 | 7.264785300000001 | 0.75329727 | 8.127452 | 6.4975505 | |||
| 80 | 79 | 766.0 | 0.0 | 1810.0 | 1810.0 | 14.0 | 1810.0 | 0.9240670000000304 | 14.0 | 14.0 | 0.0 | 0.8472707351812949 | 0.6919318379768602 | 2.320958614349365 | 0.08513088524341582 | 0.0002500000000000001 | 1.0842021724855042e-19 | 0.00025 | 0.00025 | 5.7184787 | 2.841855 | 13.990222 | 2.3673238999999997 | 8.372629 | 0.0355196 | 8.408149 | 8.337110000000001 | |||
| 81 | 80 | 784.0 | 0.0 | 1828.0 | 1828.0 | 18.0 | 1828.0 | 0.9222850000000312 | 18.0 | 18.0 | 0.0 | 0.9592606714543176 | 0.6098108310774968 | 2.3285164833068848 | 0.1265067607164383 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 5.7345448 | 2.1500409 | 10.283167 | 2.1941562 | |||||||
| 82 | 81 | 801.0 | 0.0 | 1845.0 | 1845.0 | 17.0 | 1845.0 | 0.920602000000032 | 17.0 | 17.0 | 0.0 | 0.8054295610636473 | 0.7987830671298858 | 2.82571029663086 | 0.09368203580379486 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 5.1521989999999995 | 3.656161 | 15.663969 | 1.7499626 | 6.653928 | 1.1829306 | 8.060165 | 5.4020805 | |||
| 83 | 82 | 831.0 | 0.0 | 1875.0 | 1875.0 | 30.0 | 1875.0 | 0.9176320000000332 | 30.0 | 30.0 | 0.0 | 1.3389822218952507 | 0.7708287686209144 | 3.1732430458068848 | 0.040660224854946136 | 0.0002500000000000001 | 5.421010862427521e-20 | 0.00025 | 0.00025 | 9.352476 | 4.81987 | 22.138552 | 1.1401025 | |||||||
| 84 | 83 | 852.0 | 0.0 | 1896.0 | 1896.0 | 21.0 | 1896.0 | 0.915553000000034 | 21.0 | 21.0 | 0.0 | 1.3330501131713393 | 0.8601208881491363 | 3.1869585514068604 | 0.14270657300949094 | 0.0002500000000000001 | 5.421010862427521e-20 | 0.00025 | 0.00025 | 7.5584335000000005 | 3.9005475 | 18.798864000000002 | 2.8594158 | 8.51089 | 0.8037983 | 9.152525 | 7.1201835 | |||
| 85 | 84 | 883.0 | 0.0 | 1927.0 | 1927.0 | 31.0 | 1927.0 | 0.9124840000000352 | 31.0 | 31.0 | 0.0 | 0.9820021418233712 | 0.6439807530199116 | 2.5570392608642583 | 0.0807281956076622 | 0.0002500000000000001 | 5.421010862427521e-20 | 0.00025 | 0.00025 | 6.0374126 | 2.8912838 | 12.777505 | 1.6646568 | |||||||
| 86 | 85 | 895.0 | 0.0 | 1939.0 | 1939.0 | 12.0 | 1939.0 | 0.9112960000000356 | 12.0 | 12.0 | 0.0 | 1.0258109583096071 | 0.6971590914705745 | 2.494978904724121 | 0.17413634061813354 | 0.0002500000000000001 | 5.421010862427521e-20 | 0.00025 | 0.00025 | 9.037894 | 5.067771 | 20.979994 | 4.9621344 | 7.026076 | 2.105814 | 9.113177 | 4.4441323 | |||
| 87 | 86 | 907.0 | 0.0 | 1951.0 | 1951.0 | 12.0 | 1951.0 | 0.910108000000036 | 12.0 | 12.0 | 0.0 | 1.287659779868343 | 0.7084114114040552 | 2.318141460418701 | 0.08198951929807663 | 0.0002500000000000001 | 5.421010862427521e-20 | 0.00025 | 0.00025 | 11.958085 | 6.4517945999999995 | 22.250069 | 1.4252151000000002 | 7.8520894 | 1.5133041999999999 | 9.38534 | 6.0521007 | |||
| 88 | 87 | 924.0 | 0.0 | 1968.0 | 1968.0 | 17.0 | 1968.0 | 0.9084250000000368 | 17.0 | 17.0 | 0.0 | 1.6846557445824146 | 1.719631716447629 | 6.761792182922362 | 0.10141535103321077 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 9.38751 | 7.025989999999999 | 31.073586 | 1.0424699 | 9.141048 | 0.42845678 | 9.569505 | 8.712591 | |||
| 89 | 88 | 942.0 | 0.0 | 1986.0 | 1986.0 | 18.0 | 1986.0 | 0.9066430000000376 | 18.0 | 18.0 | 0.0 | 1.274394178215195 | 0.8779757869402575 | 3.298253059387207 | 0.2360606789588928 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 9.18722 | 5.0867830000000005 | 22.923962 | 2.527421 | 9.1057205 | 0.45597315 | 9.561694000000001 | 8.649747999999999 | |||
| 90 | 89 | 959.0 | 0.0 | 2003.0 | 2003.0 | 17.0 | 2003.0 | 0.9049600000000382 | 17.0 | 17.0 | 0.0 | 1.2330744294449687 | 1.1473289572209284 | 4.829598903656006 | 0.14350835978984833 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 8.469822 | 4.558165 | 19.619621 | 3.2978680000000002 | 9.55176 | 0.27056456 | 9.822324 | 9.281195 | |||
| 91 | 90 | 968.0 | 0.0 | 2012.0 | 2012.0 | 9.0 | 2012.0 | 0.9040690000000384 | 9.0 | 9.0 | 0.0 | 1.106968928128481 | 0.6091362177219126 | 2.4127559661865234 | 0.29876741766929626 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 6.952838000000001 | 2.6605689999999997 | 10.613479 | 3.758157 | |||||||
| 92 | 91 | 988.0 | 0.0 | 2032.0 | 2032.0 | 20.0 | 2032.0 | 0.9020890000000392 | 20.0 | 20.0 | 1.0 | 0.690020205943208 | 0.7286948163639829 | 3.3315706253051762 | 0.1002734750509262 | 0.0002500000000000001 | 5.421010862427521e-20 | 0.00025 | 0.00025 | 7.235208500000001 | 3.5434900000000003 | 19.895401 | 2.6343591 | 9.753752 | 0.9800889000000002 | 10.630088 | 7.579316 | |||
| 93 | 92 | 1017.0 | 0.0 | 2061.0 | 2061.0 | 29.0 | 2061.0 | 0.8992180000000405 | 29.0 | 29.0 | 0.0 | 1.6100309283605645 | 1.1614200821621579 | 4.864577293395996 | 0.1009325459599495 | 0.0002500000000000001 | 5.421010862427521e-20 | 0.00025 | 0.00025 | 11.910359 | 5.7285075 | 23.425758 | 2.1967852000000003 | 8.770002 | 1.3223293999999999 | 10.270024000000001 | 6.8704042 | |||
| 94 | 93 | 1029.0 | 0.0 | 2073.0 | 2073.0 | 12.0 | 2073.0 | 0.8980300000000409 | 12.0 | 12.0 | 0.0 | 1.5337809811938892 | 1.2822365172908303 | 4.13322114944458 | 0.14349040389060974 | 0.0002500000000000001 | 5.421010862427521e-20 | 0.00025 | 0.00025 | 11.728695 | 5.2151510000000005 | 22.692398 | 4.8121057 | |||||||
| 95 | 94 | 1047.0 | 0.0 | 2091.0 | 2091.0 | 18.0 | 2091.0 | 0.8962480000000417 | 18.0 | 18.0 | 0.0 | 1.6216277629137041 | 1.4612960619188953 | 5.547530651092528 | 0.12569738924503324 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 12.630764 | 7.983167 | 31.658878 | 2.7979047 | 10.451089999999999 | 0.47844362 | 10.929534 | 9.972647 | |||
| 96 | 95 | 1069.0 | 0.0 | 2113.0 | 2113.0 | 22.0 | 2113.0 | 0.8940700000000426 | 22.0 | 22.0 | 0.0 | 1.2495326399803162 | 0.89743423647974 | 3.3809852600097656 | 0.1136576235294342 | 0.0002500000000000001 | 5.421010862427521e-20 | 0.00025 | 0.00025 | 11.316139999999999 | 4.0834417 | 16.268304999999998 | 3.0829777999999997 | 10.796448 | 1.1014019 | 12.007458 | 8.076889 | |||
| 97 | 96 | 1084.0 | 0.0 | 2128.0 | 2128.0 | 15.0 | 2128.0 | 0.8925850000000431 | 15.0 | 15.0 | 1.0 | 1.3731671124696732 | 1.0009814282192997 | 3.020686626434326 | 0.14220957458019254 | 0.0002500000000000001 | 1.0842021724855042e-19 | 0.00025 | 0.00025 | 9.354265 | 4.2281146 | 17.157536 | 3.3537707 | 9.074521 | 2.3401582000000003 | 11.496319999999999 | 5.9260817 | |||
| 98 | 97 | 1101.0 | 0.0 | 2145.0 | 2145.0 | 17.0 | 2145.0 | 0.8909020000000438 | 17.0 | 17.0 | 0.0 | 1.2994401939213276 | 1.0013074891160472 | 3.1493678092956543 | 0.14674830436706546 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 9.375678 | 5.511674 | 26.785183 | 2.6471567000000005 | 8.231442999999999 | 1.6723446 | 10.35523 | 6.092542 | |||
| 99 | 98 | 1112.0 | 0.0 | 2156.0 | 2156.0 | 11.0 | 2156.0 | 0.8898130000000443 | 11.0 | 11.0 | 0.0 | 2.355712503194809 | 1.7601244296496281 | 6.177413940429688 | 0.5469962954521179 | 0.0002500000000000001 | 5.421010862427521e-20 | 0.00025 | 0.00025 | 18.769804 | 8.3116 | 34.99008 | 8.859873 | 11.361864 | 0.09142637 | 11.453291 | 11.270438 | |||
| 100 | 99 | 1124.0 | 0.0 | 2168.0 | 2168.0 | 12.0 | 2168.0 | 0.8886250000000447 | 12.0 | 12.0 | 0.0 | 0.8783125003630464 | 0.8316027643650651 | 2.1221182346343994 | 0.07218697667121887 | 0.0002500000000000001 | 5.421010862427521e-20 | 0.00025 | 0.00025 | 8.234277 | 5.579186 | 22.014803 | 1.2240872 | |||||||
| 101 | 100 | 1161.0 | 0.0 | 2205.0 | 2205.0 | 37.0 | 2205.0 | 0.8849620000000462 | 37.0 | 37.0 | 0.0 | 1.729090819342269 | 1.5043858582321123 | 6.070994853973389 | 0.13996638357639313 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 10.916116 | 5.6810637 | 26.333406 | 4.4829974 | 10.909129 | 2.0267017 | 12.583853 | 7.495064 | |||
| 102 | 101 | 1196.0 | 0.0 | 2240.0 | 2240.0 | 35.0 | 2240.0 | 0.8814970000000476 | 35.0 | 35.0 | 1.0 | 2.156532597015886 | 1.382398123032639 | 5.082284927368164 | 0.2749341130256653 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 13.137960000000001 | 6.196591400000001 | 28.456432 | 3.1757512 | 10.81816 | 1.4944483999999998 | 12.502006 | 8.203406 | |||
| 103 | 102 | 1209.0 | 0.0 | 2253.0 | 2253.0 | 13.0 | 2253.0 | 0.8802100000000481 | 13.0 | 13.0 | 0.0 | 1.8830935657024384 | 1.5019033578253362 | 5.53568696975708 | 0.32734429836273193 | 0.0002500000000000001 | 5.421010862427521e-20 | 0.00025 | 0.00025 | 15.899757000000001 | 7.3190726999999995 | 29.672676 | 6.711881599999999 | 6.809017 | 0.81603813 | 7.6250553 | 5.992979 | |||
| 104 | 103 | 1295.0 | 0.0 | 2339.0 | 2339.0 | 86.0 | 2339.0 | 0.8716960000000515 | 86.0 | 86.0 | 1.0 | 2.0231648573980614 | 1.8947183223299024 | 8.642734527587889 | 0.08379802107810974 | 0.0002500000000000001 | 5.421010862427521e-20 | 0.00025 | 0.00025 | 13.513782500000001 | 8.085405999999999 | 35.683784 | 2.4935112 | 11.823185 | 2.0397146 | 13.838733 | 4.6664333 | |||
| 105 | 104 | 1312.0 | 0.0 | 2356.0 | 2356.0 | 17.0 | 2356.0 | 0.8700130000000522 | 17.0 | 17.0 | 0.0 | 2.141303595155477 | 1.5118367307597 | 4.634308338165283 | 0.3761294484138489 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 20.266151 | 6.7420990000000005 | 33.345420000000004 | 10.191239 | 9.202900999999999 | 3.8422973 | 13.360119000000001 | 4.606133 | |||
| 106 | 105 | 1361.0 | 0.0 | 2405.0 | 2405.0 | 49.0 | 2405.0 | 0.8651620000000542 | 49.0 | 49.0 | 0.0 | 1.8704147109140952 | 1.8496628922927036 | 6.748677730560303 | 0.1906132996082306 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 15.3029175 | 8.214924 | 38.648247 | 2.1713397999999997 | 12.727511 | 1.3830441999999998 | 14.737759 | 10.35864 | |||
| 107 | 106 | 1403.0 | 0.0 | 2447.0 | 2447.0 | 42.0 | 2447.0 | 0.8610040000000558 | 42.0 | 42.0 | 0.0 | 2.0359167667423805 | 1.6449704333651525 | 6.103255271911621 | 0.16172266006469727 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 13.919282 | 7.318550599999999 | 38.527912 | 3.2466322999999995 | 12.807576 | 1.9358058 | 14.646019 | 8.310555 | |||
| 108 | 107 | 1424.0 | 0.0 | 2468.0 | 2468.0 | 21.0 | 2468.0 | 0.8589250000000567 | 21.0 | 21.0 | 0.0 | 1.6236838974058627 | 1.6520089276277747 | 6.8516197204589835 | 0.14035668969154358 | 0.0002500000000000001 | 5.421010862427521e-20 | 0.00025 | 0.00025 | 15.94104 | 10.070383999999999 | 40.25298 | 4.2155094 | 14.414477999999999 | 0.23463276 | 14.725746 | 14.066076 | |||
| 109 | 108 | 1453.0 | 0.0 | 2497.0 | 2497.0 | 29.0 | 2497.0 | 0.8560540000000578 | 29.0 | 29.0 | 1.0 | 1.8246315589972903 | 1.4324845438294602 | 4.988337993621826 | 0.19076606631278992 | 0.0002500000000000001 | 5.421010862427521e-20 | 0.00025 | 0.00025 | 14.664531 | 7.001083 | 31.273283000000003 | 6.0462465 | 14.633197000000001 | 1.0661037 | 15.381425 | 11.612092 | |||
| 110 | 109 | 1509.0 | 0.0 | 2553.0 | 2553.0 | 56.0 | 2553.0 | 0.85051000000006 | 56.0 | 56.0 | 0.0 | 1.7901876197619873 | 1.4934837315815332 | 6.896648406982423 | 0.13014908134937286 | 0.0002500000000000001 | 5.421010862427521e-20 | 0.00025 | 0.00025 | 14.911093 | 7.9131637 | 40.15101 | 3.9946787000000006 | 14.198599 | 1.5490563 | 15.775579 | 10.573167 | |||
| 111 | 110 | 1545.0 | 0.0 | 2589.0 | 2589.0 | 36.0 | 2589.0 | 0.8469460000000615 | 36.0 | 36.0 | 0.0 | 2.088323557376861 | 1.5723482687482238 | 5.638041496276856 | 0.15958714485168454 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 19.33379 | 10.026769 | 55.021477000000004 | 4.799258999999999 | 13.942502 | 2.0975325000000002 | 16.061821 | 9.981629 | |||
| 112 | 111 | 1627.0 | 0.0 | 2671.0 | 2671.0 | 82.0 | 2671.0 | 0.8388280000000647 | 82.0 | 82.0 | 0.0 | 2.572656814514855 | 2.0745043407724397 | 9.044947624206543 | 0.16511239111423492 | 0.0002500000000000001 | 5.421010862427521e-20 | 0.00025 | 0.00025 | 17.973814 | 8.253483000000001 | 41.072353 | 3.1435156 | 16.686941 | 1.1895809 | 18.737816 | 13.962589999999999 | |||
| 113 | 112 | 1643.0 | 0.0 | 2687.0 | 2687.0 | 16.0 | 2687.0 | 0.8372440000000654 | 16.0 | 16.0 | 0.0 | 2.983826631307602 | 3.0712151453061343 | 11.203871726989746 | 0.2101708948612213 | 0.0002500000000000001 | 1.0842021724855042e-19 | 0.00025 | 0.00025 | 19.413662 | 14.002594 | 55.840588000000004 | 3.1290242999999998 | |||||||
| 114 | 113 | 1689.0 | 0.0 | 2733.0 | 2733.0 | 46.0 | 2733.0 | 0.8326900000000672 | 46.0 | 46.0 | 1.0 | 2.2753775371445553 | 1.8292766035214325 | 6.083090305328369 | 0.25255468487739563 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 17.132082 | 7.11425 | 39.61887 | 7.552886999999999 | 15.843032999999998 | 2.5349847999999997 | 17.967682 | 9.089716000000001 | |||
| 115 | 114 | 1701.0 | 0.0 | 2745.0 | 2745.0 | 12.0 | 2745.0 | 0.8315020000000677 | 12.0 | 12.0 | 1.0 | 1.6393704143437473 | 1.3686794157538733 | 3.782917737960816 | 0.20402956008911133 | 0.0002500000000000001 | 5.421010862427521e-20 | 0.00025 | 0.00025 | 14.150970999999998 | 3.2195895 | 19.532906 | 9.6856985 | 11.626667999999999 | 5.2854805 | 17.229362 | 5.1323123 | |||
| 116 | 115 | 1805.0 | 0.0 | 2849.0 | 2849.0 | 104.0 | 2849.0 | 0.8212060000000718 | 104.0 | 104.0 | 0.0 | 2.6145790132504065 | 2.3481641063175687 | 10.116618156433104 | 0.1684664487838745 | 0.0002500000000000001 | 1.0842021724855042e-19 | 0.00025 | 0.00025 | 21.716278 | 12.49887 | 70.66877 | 5.022307 | 17.231482 | 1.4254508999999997 | 18.714436 | 12.541186999999999 | |||
| 117 | 116 | 1821.0 | 0.0 | 2865.0 | 2865.0 | 16.0 | 2865.0 | 0.8196220000000725 | 16.0 | 16.0 | 0.0 | 3.991616491476695 | 3.6875275661234337 | 13.355344772338867 | 0.5396854877471924 | 0.0002500000000000001 | 1.0842021724855042e-19 | 0.00025 | 0.00025 | 30.919664 | 20.212626999999998 | 79.749535 | 9.994826 | |||||||
| 118 | 117 | 1844.0 | 0.0 | 2888.0 | 2888.0 | 23.0 | 2888.0 | 0.8173450000000734 | 23.0 | 23.0 | 1.0 | 2.5070027668367727 | 1.8267483130669624 | 7.669001579284668 | 0.31957438588142395 | 0.0002500000000000001 | 5.421010862427521e-20 | 0.00025 | 0.00025 | 21.534285 | 11.124528999999999 | 53.03703 | 7.8637885999999995 | 14.790875 | 1.5016644 | 16.722673 | 12.612411 | |||
| 119 | 118 | 1946.0 | 0.0 | 2990.0 | 2990.0 | 102.0 | 2990.0 | 0.8072470000000774 | 102.0 | 102.0 | 0.0 | 3.4962054671037315 | 2.86154907172255 | 15.55095672607422 | 0.26738181710243225 | 0.0002500000000000001 | 5.421010862427521e-20 | 0.00025 | 0.00025 | 23.353214 | 11.607472999999999 | 80.78001 | 4.9584355 | 18.803656 | 1.4387716 | 22.639675 | 15.604748999999998 | |||
| 120 | 119 | 1957.0 | 0.0 | 3001.0 | 3001.0 | 11.0 | 3001.0 | 0.8061580000000779 | 11.0 | 11.0 | 0.0 | 4.259859508275985 | 3.405916265298057 | 10.355722427368164 | 0.3708280920982361 | 0.0002500000000000001 | 5.421010862427521e-20 | 0.00025 | 0.00025 | 31.953235999999997 | 19.587677 | 73.50744 | 11.980756 | 9.7348795 | 1.7434598000000001 | 11.478339 | 7.9914193 | |||
| 121 | 120 | 1987.0 | 0.0 | 3031.0 | 3031.0 | 30.0 | 3031.0 | 0.8031880000000791 | 30.0 | 30.0 | 0.0 | 3.277913709652835 | 2.7862732404419956 | 9.589977264404297 | 0.2491790503263473 | 0.0002500000000000001 | 5.421010862427521e-20 | 0.00025 | 0.00025 | 23.662134 | 7.799231 | 39.1445 | 7.219894 | 19.618837 | 1.7378267 | 20.979588 | 15.242731 | |||
| 122 | 121 | 2061.0 | 0.0 | 3105.0 | 3105.0 | 74.0 | 3105.0 | 0.7958620000000821 | 74.0 | 74.0 | 0.0 | 2.954699839222921 | 3.401714701192533 | 19.617961883544922 | 0.1833758652210236 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 28.101051000000002 | 16.969275 | 99.35358000000001 | 6.4087815 | 15.396149 | 7.9431167 | 21.426731 | -1.8483453999999997 | |||
| 123 | 122 | 2084.0 | 0.0 | 3128.0 | 3128.0 | 23.0 | 3128.0 | 0.7935850000000829 | 23.0 | 23.0 | 1.0 | 3.3707657063549217 | 3.969119727001608 | 15.158376693725586 | 0.2831845283508301 | 0.0002500000000000001 | 5.421010862427521e-20 | 0.00025 | 0.00025 | 26.520221999999997 | 14.51857 | 75.02982 | 7.641806 | 19.595528 | 2.433722 | 22.113232 | 14.63556 | |||
| 124 | 123 | 2123.0 | 0.0 | 3167.0 | 3167.0 | 39.0 | 3167.0 | 0.7897240000000845 | 39.0 | 39.0 | 0.0 | 3.3640710876176234 | 3.778622037606042 | 20.916973114013672 | 0.2811876535415649 | 0.0002500000000000001 | 5.421010862427521e-20 | 0.00025 | 0.00025 | 30.505390000000002 | 17.49715 | 93.28399999999999 | 7.8126690000000005 | 18.976260999999997 | 4.0223265 | 22.498669 | 9.614921 | |||
| 125 | 124 | 2163.0 | 0.0 | 3207.0 | 3207.0 | 40.0 | 3207.0 | 0.7857640000000861 | 40.0 | 40.0 | 1.0 | 3.1358222457078786 | 3.817857090479144 | 17.436273574829098 | 0.14004585146903992 | 0.0002500000000000001 | 5.421010862427521e-20 | 0.00025 | 0.00025 | 26.572983 | 17.006386 | 93.905106 | 5.032116 | 19.221386 | 3.8953366000000003 | 23.073076 | 11.8628645 | |||
| 126 | 125 | 2229.0 | 0.0 | 3273.0 | 3273.0 | 66.0 | 3273.0 | 0.7792300000000887 | 66.0 | 66.0 | 0.0 | 4.674519929060568 | 3.9631650558841383 | 17.462093353271484 | 0.15328988432884216 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 34.726929999999996 | 17.912802 | 88.61775 | 6.707221499999999 | 22.527493 | 1.8230398999999997 | 25.620499 | 17.446047 | |||
| 127 | 126 | 2245.0 | 0.0 | 3289.0 | 3289.0 | 16.0 | 3289.0 | 0.7776460000000893 | 16.0 | 16.0 | 0.0 | 2.2191814661026 | 2.3052911505951243 | 8.450949668884277 | 0.34301507472991943 | 0.0002500000000000001 | 1.0842021724855042e-19 | 0.00025 | 0.00025 | 23.03425 | 12.982801 | 61.044064 | 8.103889 | 18.313335000000002 | 5.787171400000001 | 24.11828 | 6.9215565 | |||
| 128 | 127 | 2290.0 | 0.0 | 3334.0 | 3334.0 | 45.0 | 3334.0 | 0.7731910000000911 | 45.0 | 45.0 | 1.0 | 2.383984974162145 | 2.8156514860925235 | 13.616134643554688 | 0.23676267266273496 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 23.042448 | 10.019708999999999 | 52.205673 | 5.5683727 | 21.610727 | 3.2794300000000005 | 24.45085 | 12.449571 | |||
| 129 | 128 | 2336.0 | 0.0 | 3380.0 | 3380.0 | 46.0 | 3380.0 | 0.7686370000000929 | 46.0 | 46.0 | 0.0 | 3.8263828711377252 | 4.2279468487557255 | 18.89756774902344 | 0.2249087244272232 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 33.111282 | 20.420832 | 103.4727 | 9.004077 | 22.000206 | 4.302701 | 25.75826 | 9.607271 | |||
| 130 | 129 | 2398.0 | 0.0 | 3442.0 | 3442.0 | 62.0 | 3442.0 | 0.7624990000000954 | 62.0 | 62.0 | 1.0 | 3.334879829258216 | 3.4655408433494035 | 16.752187728881836 | 0.3036922216415405 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 31.546759 | 18.292854000000002 | 101.210884 | 9.653639 | 23.719112 | 3.3090866 | 26.072083 | 12.992217 | |||
| 131 | 130 | 2416.0 | 0.0 | 3460.0 | 3460.0 | 18.0 | 3460.0 | 0.7607170000000961 | 18.0 | 18.0 | 0.0 | 4.909139130045387 | 6.007560749786602 | 26.593549728393555 | 0.3711288869380951 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 44.638565 | 19.601189 | 77.688774 | 8.099897 | 16.796797 | 2.0608058000000002 | 18.857603 | 14.7359915 | |||
| 132 | 131 | 2464.0 | 0.0 | 3508.0 | 3508.0 | 48.0 | 3508.0 | 0.755965000000098 | 48.0 | 48.0 | 0.0 | 3.0068825064821447 | 3.8316322669383416 | 17.650829315185547 | 0.2436995506286621 | 0.0002500000000000001 | 5.421010862427521e-20 | 0.00025 | 0.00025 | 30.455454 | 17.035095000000002 | 87.047035 | 7.064357000000001 | 24.544961999999998 | 3.2687902 | 26.188541 | 12.797191 | |||
| 133 | 132 | 2496.0 | 0.0 | 3540.0 | 3540.0 | 32.0 | 3540.0 | 0.7527970000000993 | 32.0 | 32.0 | 1.0 | 3.2045697584267585 | 3.2732150414393137 | 13.20676040649414 | 0.18394571542739868 | 0.0002500000000000001 | 5.421010862427521e-20 | 0.00025 | 0.00025 | 32.708546000000005 | 22.888441 | 87.08774 | 5.267431 | 22.53132 | 2.6311543 | 26.319996000000003 | 17.385067000000003 | |||
| 134 | 133 | 2546.0 | 0.0 | 3590.0 | 3590.0 | 50.0 | 3590.0 | 0.7478470000001013 | 50.0 | 50.0 | 1.0 | 3.234327866714828 | 3.0726652189880683 | 16.523157119750973 | 0.304564893245697 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 32.791706 | 18.472307 | 92.774536 | 8.411121000000001 | 26.853528999999998 | 0.6913953 | 27.736535999999997 | 25.435188 | |||
| 135 | 134 | 2603.0 | 0.0 | 3647.0 | 3647.0 | 57.0 | 3647.0 | 0.7422040000001036 | 57.0 | 57.0 | 0.0 | 3.518607554158993 | 3.9422343557812902 | 17.84526824951172 | 0.35656118392944336 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 36.29136 | 23.397651999999997 | 135.03114 | 5.3406085999999995 | 24.65887 | 4.3699627 | 28.134655 | 10.524082 | |||
| 136 | 135 | 2677.0 | 0.0 | 3721.0 | 3721.0 | 74.0 | 3721.0 | 0.7348780000001065 | 74.0 | 74.0 | 0.0 | 4.0316666432031205 | 4.770418409270562 | 23.63315773010254 | 0.2398080378770828 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 38.959559999999996 | 23.309845000000003 | 134.16193 | 4.7573742999999995 | 25.315342 | 6.626994 | 29.101307000000002 | 1.403526 | |||
| 137 | 136 | 2700.0 | 0.0 | 3744.0 | 3744.0 | 23.0 | 3744.0 | 0.7326010000001074 | 23.0 | 23.0 | 1.0 | 1.7537872344255447 | 2.3426329634469267 | 7.555045127868652 | 0.2517402768135071 | 0.0002500000000000001 | 5.421010862427521e-20 | 0.00025 | 0.00025 | 20.713367 | 13.857535 | 51.882940000000005 | 6.7892156 | 26.794109999999996 | 2.088548 | 28.894482 | 21.785625 | |||
| 138 | 137 | 2717.0 | 0.0 | 3761.0 | 3761.0 | 17.0 | 3761.0 | 0.7309180000001081 | 17.0 | 17.0 | 0.0 | 3.4350851457566023 | 3.358877196853284 | 11.88010025024414 | 0.3840869069099426 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 56.73757 | 26.086018 | 106.40698 | 16.262766 | 26.154285 | 4.975444 | 29.619797 | 14.794441 | |||
| 139 | 138 | 2732.0 | 0.0 | 3776.0 | 3776.0 | 15.0 | 3776.0 | 0.7294330000001087 | 15.0 | 15.0 | 0.0 | 5.53340445458889 | 4.9769739520524485 | 15.768366813659668 | 0.4581648111343384 | 0.0002500000000000001 | 1.0842021724855042e-19 | 0.00025 | 0.00025 | 37.846897 | 9.912544 | 53.027046 | 18.893810000000002 | 17.727512 | 3.8347477999999997 | 22.759179999999997 | 12.110178 | |||
| 140 | 139 | 2758.0 | 0.0 | 3802.0 | 3802.0 | 26.0 | 3802.0 | 0.7268590000001097 | 26.0 | 26.0 | 0.0 | 4.958693243265152 | 4.6449868967565235 | 15.821754455566404 | 0.4136151075363159 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 43.48697 | 22.44889 | 89.62666999999999 | 7.1164703 | 26.539776 | 4.183191000000001 | 30.577887 | 18.315851000000002 | |||
| 141 | 140 | 2782.0 | 0.0 | 3826.0 | 3826.0 | 24.0 | 3826.0 | 0.7244830000001107 | 24.0 | 24.0 | 0.0 | 3.4495961653149645 | 3.6772057792273163 | 12.20134162902832 | 0.4093746244907379 | 0.0002500000000000001 | 5.421010862427521e-20 | 0.00025 | 0.00025 | 37.275047 | 18.004662 | 83.64663 | 10.403497 | 23.772579999999998 | 5.4237733 | 30.004603999999997 | 13.806422 | |||
| 142 | 141 | 2887.0 | 0.0 | 3931.0 | 3931.0 | 105.0 | 3931.0 | 0.7140880000001149 | 105.0 | 105.0 | 1.0 | 4.829131547075051 | 5.452128430403854 | 27.94582176208496 | 0.4330407381057739 | 0.0002500000000000001 | 1.0842021724855042e-19 | 0.00025 | 0.00025 | 43.81165 | 22.980816 | 117.9867 | 10.093715 | 28.759134000000003 | 1.7893307 | 32.368057 | 22.019766 | |||
| 143 | 142 | 2929.0 | 0.0 | 3973.0 | 3973.0 | 42.0 | 3973.0 | 0.7099300000001165 | 42.0 | 42.0 | 0.0 | 6.271626363440257 | 7.135781991375353 | 33.7406005859375 | 0.5584778785705566 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 52.964016 | 33.96604 | 161.74098 | 11.357764999999999 | 30.388921999999997 | 0.6634509 | 31.672828999999997 | 28.793018 | |||
| 144 | 143 | 2974.0 | 0.0 | 4018.0 | 4018.0 | 45.0 | 4018.0 | 0.7054750000001183 | 45.0 | 45.0 | 1.0 | 6.166200564666228 | 8.42499143605662 | 40.29583740234375 | 0.3592923879623413 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 51.90798 | 34.103943 | 200.66943 | 11.853267 | 28.213964 | 7.1952490000000004 | 32.76385 | 2.4441772 | |||
| 145 | 144 | 3009.0 | 0.0 | 4053.0 | 4053.0 | 35.0 | 4053.0 | 0.7020100000001197 | 35.0 | 35.0 | 0.0 | 5.85879035907633 | 5.82717498912708 | 21.645191192626953 | 0.35691261291503906 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 55.330414000000005 | 26.330027 | 145.19795 | 14.343967000000001 | 29.0525 | 3.2066392999999995 | 32.976093 | 21.305414000000003 | |||
| 146 | 145 | 3025.0 | 0.0 | 4069.0 | 4069.0 | 16.0 | 4069.0 | 0.7004260000001203 | 16.0 | 16.0 | 0.0 | 8.113954297701518 | 14.22306439437938 | 57.87810897827149 | 0.6012887954711914 | 0.0002500000000000001 | 1.0842021724855042e-19 | 0.00025 | 0.00025 | 60.918406999999995 | 51.148975 | 226.44008 | 10.063612 | 24.532438 | 13.862737 | 33.466827 | -2.3382857000000006 | |||
| 147 | 146 | 3064.0 | 0.0 | 4108.0 | 4108.0 | 39.0 | 4108.0 | 0.6965650000001219 | 39.0 | 39.0 | 1.0 | 4.141060457417838 | 4.007017499663884 | 17.273445129394528 | 0.4333825707435608 | 0.0002500000000000001 | 5.421010862427521e-20 | 0.00025 | 0.00025 | 43.884322999999995 | 21.234066000000002 | 90.18786999999999 | 12.028788 | 26.715014 | 8.147619 | 35.087326000000004 | 11.754472 | |||
| 148 | 147 | 3108.0 | 0.0 | 4152.0 | 4152.0 | 44.0 | 4152.0 | 0.6922090000001236 | 44.0 | 44.0 | 0.0 | 7.4255026682864775 | 8.707649297124567 | 39.338077545166016 | 0.3770177364349365 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 56.308130000000006 | 33.80467 | 189.22482 | 10.994147 | 26.888401 | 7.9012885 | 33.588046999999996 | 4.8629823 | |||
| 149 | 148 | 3147.0 | 0.0 | 4191.0 | 4191.0 | 39.0 | 4191.0 | 0.6883480000001252 | 39.0 | 39.0 | 1.0 | 6.0090760761185695 | 6.7368149044449375 | 27.336509704589844 | 0.5471243262290955 | 0.0002500000000000001 | 5.421010862427521e-20 | 0.00025 | 0.00025 | 56.99049 | 29.338282 | 155.57242 | 15.846292000000002 | 24.855342999999998 | 5.010662 | 35.267326000000004 | 17.021587 | |||
| 150 | 149 | 3225.0 | 0.0 | 4269.0 | 4269.0 | 78.0 | 4269.0 | 0.6806260000001283 | 78.0 | 78.0 | 0.0 | 5.178748895982643 | 6.689241098822098 | 37.21947860717773 | 0.3926903903484345 | 0.0002500000000000001 | 5.421010862427521e-20 | 0.00025 | 0.00025 | 52.403538 | 31.153156 | 174.83916000000002 | 8.581583 | 29.911641999999997 | 6.6712 | 40.82761 | 12.017219 | |||
| 151 | 150 | 3265.0 | 0.0 | 4309.0 | 4309.0 | 40.0 | 4309.0 | 0.6766660000001299 | 40.0 | 40.0 | 0.0 | 7.0692022549800395 | 9.2227081929859 | 32.495330810546875 | 0.7284132242202759 | 0.0002500000000000001 | 5.421010862427521e-20 | 0.00025 | 0.00025 | 57.591319999999996 | 33.19235 | 161.12466 | 12.879695 | 29.697246999999997 | 10.48353 | 37.353714000000004 | 6.1884403 | |||
| 152 | 151 | 3376.0 | 0.0 | 4420.0 | 4420.0 | 111.0 | 4420.0 | 0.6656770000001343 | 111.0 | 111.0 | 1.0 | 5.8167533579197785 | 7.806416618289718 | 46.60198974609375 | 0.4648430645465851 | 0.0002500000000000001 | 1.0842021724855042e-19 | 0.00025 | 0.00025 | 54.923088 | 35.468872 | 235.55391 | 12.053098 | 33.501587 | 5.103032 | 37.198032 | 10.103892 | |||
| 153 | 152 | 3411.0 | 0.0 | 4455.0 | 4455.0 | 35.0 | 4455.0 | 0.6622120000001357 | 35.0 | 35.0 | 1.0 | 4.240738262148464 | 5.7731100994418965 | 27.72833633422852 | 0.486454963684082 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 49.096268 | 30.927402 | 151.68881000000002 | 9.543875 | 30.458027 | 7.6071258 | 36.241122999999995 | 12.148353 | |||
| 154 | 153 | 3508.0 | 0.0 | 4552.0 | 4552.0 | 97.0 | 4552.0 | 0.6526090000001395 | 97.0 | 97.0 | 0.0 | 6.0228250349561385 | 7.593136796151727 | 35.2411003112793 | 0.5176318287849426 | 0.0002500000000000001 | 5.421010862427521e-20 | 0.00025 | 0.00025 | 60.33865 | 39.228924 | 217.5631 | 8.480178 | 34.33764 | 4.822524 | 38.53054 | 14.138295999999999 | |||
| 155 | 154 | 3583.0 | 0.0 | 4627.0 | 4627.0 | 75.0 | 4627.0 | 0.6451840000001425 | 75.0 | 75.0 | 1.0 | 4.963102272233448 | 6.814521078059434 | 37.34552383422852 | 0.4767935872077942 | 0.0002500000000000001 | 5.421010862427521e-20 | 0.00025 | 0.00025 | 55.24484 | 36.114674 | 222.24876 | 13.704426999999999 | 36.88534 | 3.6719565000000003 | 39.534714 | 21.769175 | |||
| 156 | 155 | 3627.0 | 0.0 | 4671.0 | 4671.0 | 44.0 | 4671.0 | 0.6408280000001443 | 44.0 | 44.0 | 0.0 | 8.845756712347963 | 10.140138773614213 | 36.8115463256836 | 0.5515803694725037 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 72.552086 | 42.00666 | 191.31602 | 15.140993 | 36.186367 | 3.299492 | 39.65 | 25.438423 | |||
| 157 | 156 | 3640.0 | 0.0 | 4684.0 | 4684.0 | 13.0 | 4684.0 | 0.6395410000001448 | 13.0 | 13.0 | 1.0 | 6.570765147606533 | 7.251763214263044 | 23.600133895874023 | 1.2258105278015137 | 0.0002500000000000001 | 5.421010862427521e-20 | 0.00025 | 0.00025 | 67.307304 | 38.63194 | 145.25565 | 21.20212 | 28.081379 | 6.9749327 | 39.549385 | 19.379889000000002 | |||
| 158 | 157 | 3702.0 | 0.0 | 4746.0 | 4746.0 | 62.0 | 4746.0 | 0.6334030000001473 | 62.0 | 62.0 | 0.0 | 6.1127883967806085 | 6.056800395230915 | 27.798341751098636 | 0.6543008089065552 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 70.416 | 32.098732 | 165.72647 | 17.719046 | 36.78885 | 3.1706645 | 40.967228000000006 | 28.418186 | |||
| 159 | 158 | 3729.0 | 0.0 | 4773.0 | 4773.0 | 27.0 | 4773.0 | 0.6307300000001483 | 27.0 | 27.0 | 0.0 | 5.133209235393084 | 6.0646279356064055 | 28.334735870361328 | 0.814462423324585 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 61.157368000000005 | 34.927685 | 195.38663 | 26.248504999999998 | 34.197703999999995 | 9.028347 | 41.806854 | 14.61721 | |||
| 160 | 159 | 3753.0 | 0.0 | 4797.0 | 4797.0 | 24.0 | 4797.0 | 0.6283540000001493 | 24.0 | 24.0 | 0.0 | 4.299449340156887 | 4.936705103936901 | 19.889135360717773 | 0.6922288537025452 | 0.0002500000000000001 | 5.421010862427521e-20 | 0.00025 | 0.00025 | 55.66568 | 30.265606 | 142.9824 | 17.455626000000002 | 33.896645 | 5.9491735 | 41.492664000000005 | 22.884789 | |||
| 161 | 160 | 3789.0 | 0.0 | 4833.0 | 4833.0 | 36.0 | 4833.0 | 0.6247900000001507 | 36.0 | 36.0 | 0.0 | 5.417773800236838 | 6.898854393176864 | 32.262413024902344 | 0.7449210882186891 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 67.07373 | 38.961494 | 187.34296 | 18.811396 | 38.43622 | 7.8429704 | 41.934032 | 5.7733172999999995 | |||
| 162 | 161 | 3833.0 | 0.0 | 4877.0 | 4877.0 | 44.0 | 4877.0 | 0.6204340000001525 | 44.0 | 44.0 | 0.0 | 8.616418877313304 | 9.399295318845693 | 45.89887237548828 | 0.6970037221908569 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 94.74663000000001 | 61.85791 | 338.6355 | 14.640591 | 37.050292999999996 | 7.827315 | 42.551937 | 14.4732065 | |||
| 163 | 162 | 3860.0 | 0.0 | 4904.0 | 4904.0 | 27.0 | 4904.0 | 0.6177610000001535 | 27.0 | 27.0 | 1.0 | 6.411244158561412 | 7.6609465971154975 | 32.79563522338867 | 0.8759335279464722 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 81.24256 | 42.527 | 169.02838 | 19.924221 | 39.437115000000006 | 7.7397504 | 43.663486 | 15.904526 | |||
| 164 | 163 | 3970.0 | 0.0 | 5014.0 | 5014.0 | 110.0 | 5014.0 | 0.6068710000001579 | 110.0 | 110.0 | 1.0 | 8.837217342962912 | 10.940840534250073 | 50.21555709838867 | 0.5781573057174683 | 0.0002500000000000001 | 1.0842021724855042e-19 | 0.00025 | 0.00025 | 78.47349 | 40.54714 | 191.51518000000002 | 14.170729999999999 | 42.283153999999996 | 1.9504506999999998 | 44.924515 | 34.539238 | |||
| 165 | 164 | 4170.0 | 0.0 | 5214.0 | 5214.0 | 200.0 | 5214.0 | 0.5870710000001659 | 200.0 | 200.0 | 1.0 | 7.753838719135553 | 10.401043057296294 | 64.85855865478516 | 0.6557334661483765 | 0.0002500000000000001 | 5.421010862427521e-20 | 0.00025 | 0.00025 | 77.82881 | 52.77851999999999 | 324.36426 | 14.254782 | 43.096848 | 3.9366875 | 49.027584000000004 | 21.044287 | |||
| 166 | 165 | 4290.0 | 0.0 | 5334.0 | 5334.0 | 120.0 | 5334.0 | 0.5751910000001706 | 120.0 | 120.0 | 0.0 | 7.471992489670504 | 9.992217203714171 | 69.68997192382811 | 0.5826960802078247 | 0.0002500000000000001 | 1.0842021724855042e-19 | 0.00025 | 0.00025 | 81.85211 | 47.386726 | 248.05295 | 13.924793 | 44.340176 | 3.8477955 | 50.89377 | 29.24488 | |||
| 167 | 166 | 4360.0 | 0.0 | 5404.0 | 5404.0 | 70.0 | 5404.0 | 0.5682610000001734 | 70.0 | 70.0 | 1.0 | 10.24055002046668 | 13.215753632674055 | 70.91350555419922 | 0.6946122646331787 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 88.854385 | 54.06844 | 266.44107 | 14.640964000000002 | 43.003906 | 9.272826 | 50.23251 | 0.9981721 | |||
| 168 | 167 | 4492.0 | 0.0 | 5536.0 | 5536.0 | 132.0 | 5536.0 | 0.5551930000001787 | 132.0 | 132.0 | 1.0 | 9.62022365595548 | 13.107235151250435 | 91.64954376220705 | 0.7654398679733276 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 87.85571999999999 | 51.376415 | 306.07599999999996 | 15.225841 | 47.833805 | 4.346206 | 54.92716 | 23.967438 | |||
| 169 | 168 | 4536.0 | 0.0 | 5580.0 | 5580.0 | 44.0 | 5580.0 | 0.5508370000001804 | 44.0 | 44.0 | 0.0 | 9.018990780031958 | 8.815240466607467 | 38.4234619140625 | 1.0449866056442259 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 99.89318 | 51.866446999999994 | 237.47192 | 24.665329 | 46.426033000000004 | 10.039850999999999 | 51.918079999999996 | 4.2832274 | |||
| 170 | 169 | 4575.0 | 0.0 | 5619.0 | 5619.0 | 39.0 | 5619.0 | 0.546976000000182 | 39.0 | 39.0 | 1.0 | 11.036378415007341 | 14.444669215926034 | 70.6526870727539 | 0.9418928623199464 | 0.0002500000000000001 | 5.421010862427521e-20 | 0.00025 | 0.00025 | 99.81545 | 58.490654000000006 | 241.40639 | 20.774984 | 45.396202 | 11.344385 | 51.93626 | 14.780151000000002 | |||
| 171 | 170 | 4639.0 | 0.0 | 5683.0 | 5683.0 | 64.0 | 5683.0 | 0.5406400000001845 | 64.0 | 64.0 | 0.0 | 10.006429233248273 | 12.073451133213565 | 68.62485504150389 | 0.8639061450958252 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 103.46534 | 49.406178000000004 | 274.8632 | 21.086689 | 47.905174 | 8.914015 | 54.54735 | 14.805280999999999 |