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* 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
30 KiB
30 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 | Entropy/Mean | Entropy/Stdev | Entropy/Max | Entropy/Min | Q/Mean | Q/Stdev | Q/Max | Q/Min | Q Values/Mean | Q Values/Stdev | Q Values/Max | Q Values/Min | Value Loss/Mean | Value Loss/Stdev | Value Loss/Max | Value Loss/Min |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2 | 1 | 0.0 | 1.0 | 24.0 | 1.0 | 24.0 | 24.0 | 0.5 | 0.0 | |||||||||||||||||||||||||||||||||
| 3 | 2 | 0.0 | 1.0 | 19.0 | 1.0 | 19.0 | 43.0 | 0.5 | 0.0 | |||||||||||||||||||||||||||||||||
| 4 | 3 | 0.0 | 1.0 | 24.0 | 1.0 | 24.0 | 67.0 | 0.5 | 0.0 | |||||||||||||||||||||||||||||||||
| 5 | 4 | 0.0 | 1.0 | 52.0 | 1.0 | 52.0 | 119.0 | 0.5 | 0.0 | |||||||||||||||||||||||||||||||||
| 6 | 5 | 0.0 | 1.0 | 24.0 | 1.0 | 24.0 | 143.0 | 0.5 | 0.0 | |||||||||||||||||||||||||||||||||
| 7 | 6 | 0.0 | 1.0 | 24.0 | 1.0 | 24.0 | 167.0 | 0.5 | 0.0 | |||||||||||||||||||||||||||||||||
| 8 | 7 | 0.0 | 1.0 | 24.0 | 1.0 | 24.0 | 191.0 | 0.5 | 0.0 | |||||||||||||||||||||||||||||||||
| 9 | 8 | 0.0 | 1.0 | 24.0 | 1.0 | 24.0 | 215.0 | 0.5 | 0.0 | |||||||||||||||||||||||||||||||||
| 10 | 9 | 0.0 | 1.0 | 24.0 | 1.0 | 24.0 | 239.0 | 0.5 | 0.0 | |||||||||||||||||||||||||||||||||
| 11 | 10 | 0.0 | 1.0 | 19.0 | 1.0 | 19.0 | 258.0 | 0.5 | 0.0 | |||||||||||||||||||||||||||||||||
| 12 | 11 | 0.0 | 1.0 | 24.0 | 1.0 | 24.0 | 282.0 | 0.5 | 0.0 | |||||||||||||||||||||||||||||||||
| 13 | 12 | 0.0 | 1.0 | 24.0 | 1.0 | 24.0 | 306.0 | 0.5 | 0.0 | |||||||||||||||||||||||||||||||||
| 14 | 13 | 0.0 | 1.0 | 24.0 | 1.0 | 24.0 | 330.0 | 0.5 | 0.0 | |||||||||||||||||||||||||||||||||
| 15 | 14 | 0.0 | 1.0 | 24.0 | 1.0 | 24.0 | 354.0 | 0.5 | 0.0 | |||||||||||||||||||||||||||||||||
| 16 | 15 | 0.0 | 1.0 | 24.0 | 1.0 | 24.0 | 378.0 | 0.5 | 0.0 | |||||||||||||||||||||||||||||||||
| 17 | 16 | 0.0 | 1.0 | 24.0 | 1.0 | 24.0 | 402.0 | 0.5 | 0.0 | |||||||||||||||||||||||||||||||||
| 18 | 17 | 0.0 | 1.0 | 52.0 | 1.0 | 52.0 | 454.0 | 0.5 | 0.0 | |||||||||||||||||||||||||||||||||
| 19 | 18 | 0.0 | 1.0 | 24.0 | 1.0 | 24.0 | 478.0 | 0.5 | 0.0 | |||||||||||||||||||||||||||||||||
| 20 | 19 | 0.0 | 1.0 | 54.0 | 1.0 | 54.0 | 532.0 | 0.5 | 0.0 | |||||||||||||||||||||||||||||||||
| 21 | 20 | 0.0 | 1.0 | 24.0 | 1.0 | 24.0 | 556.0 | 0.5 | 0.0 | |||||||||||||||||||||||||||||||||
| 22 | 21 | 0.0 | 1.0 | 16.0 | 1.0 | 16.0 | 572.0 | 0.5 | 0.0 | |||||||||||||||||||||||||||||||||
| 23 | 22 | 0.0 | 1.0 | 15.0 | 1.0 | 15.0 | 587.0 | 0.5 | 0.0 | |||||||||||||||||||||||||||||||||
| 24 | 23 | 0.0 | 1.0 | 52.0 | 1.0 | 52.0 | 639.0 | 0.5 | 0.0 | |||||||||||||||||||||||||||||||||
| 25 | 24 | 0.0 | 1.0 | 81.0 | 1.0 | 81.0 | 720.0 | 0.5 | 0.0 | |||||||||||||||||||||||||||||||||
| 26 | 25 | 0.0 | 1.0 | 24.0 | 1.0 | 24.0 | 744.0 | 0.5 | 0.0 | |||||||||||||||||||||||||||||||||
| 27 | 26 | 0.0 | 1.0 | 5.0 | 1.0 | 5.0 | 749.0 | 0.5 | 0.0 | |||||||||||||||||||||||||||||||||
| 28 | 27 | 0.0 | 1.0 | 24.0 | 1.0 | 24.0 | 773.0 | 0.5 | 0.0 | |||||||||||||||||||||||||||||||||
| 29 | 28 | 0.0 | 1.0 | 2.0 | 1.0 | 2.0 | 775.0 | 0.5 | 0.0 | |||||||||||||||||||||||||||||||||
| 30 | 29 | 0.0 | 1.0 | 24.0 | 1.0 | 24.0 | 799.0 | 0.5 | 0.0 | |||||||||||||||||||||||||||||||||
| 31 | 30 | 0.0 | 1.0 | 24.0 | 1.0 | 24.0 | 823.0 | 0.5 | 0.0 | |||||||||||||||||||||||||||||||||
| 32 | 31 | 0.0 | 1.0 | 52.0 | 1.0 | 52.0 | 875.0 | 0.5 | 0.0 | |||||||||||||||||||||||||||||||||
| 33 | 32 | 0.0 | 1.0 | 15.0 | 1.0 | 15.0 | 890.0 | 0.5 | 0.0 | |||||||||||||||||||||||||||||||||
| 34 | 33 | 0.0 | 1.0 | 24.0 | 1.0 | 24.0 | 914.0 | 0.5 | 0.0 | |||||||||||||||||||||||||||||||||
| 35 | 34 | 0.0 | 1.0 | 24.0 | 1.0 | 24.0 | 938.0 | 0.5 | 0.0 | |||||||||||||||||||||||||||||||||
| 36 | 35 | 0.0 | 1.0 | 14.0 | 1.0 | 14.0 | 952.0 | 0.5 | 0.0 | |||||||||||||||||||||||||||||||||
| 37 | 36 | 0.0 | 1.0 | 24.0 | 1.0 | 24.0 | 976.0 | 0.5 | 0.0 | |||||||||||||||||||||||||||||||||
| 38 | 37 | 0.0 | 1.0 | 52.0 | 1.0 | 52.0 | 1028.0 | 0.5 | 0.0 | |||||||||||||||||||||||||||||||||
| 39 | 38 | 10.0 | 0.0 | 52.0 | 1.0 | 52.0 | 1080.0 | 0.4994903999999998 | 1.0 | 1.0 | 0.0 | 0.12210533 | 0.06459771 | 0.22510025 | -0.09667013 | 0.023179041 | 0.05683904 | 0.19332708 | 3.4281664e-05 | |||||||||||||||||||||||
| 40 | 39 | 15.0 | 0.0 | 24.0 | 1.0 | 24.0 | 1104.0 | 0.4992551999999997 | 0.0 | 0.0 | 0.0 | 0.15035510000000002 | 0.01783142 | 0.19496405 | 0.121615015 | 0.0008987194 | 0.00089848647 | 0.00243478 | 0.00022331777000000002 | |||||||||||||||||||||||
| 41 | 40 | 20.0 | 0.0 | 24.0 | 1.0 | 24.0 | 1128.0 | 0.4990199999999996 | 0.0 | 0.0 | 0.0 | 0.120496325 | 0.023480453 | 0.1553964 | 0.07176679 | 0.00019856381 | 0.00014308722 | 0.00041335286 | 5.1159079999999995e-05 | |||||||||||||||||||||||
| 42 | 41 | 25.0 | 0.0 | 24.0 | 1.0 | 24.0 | 1152.0 | 0.4987847999999995 | 0.0 | 0.0 | 0.0 | 0.094313905 | 0.029050156 | 0.12905264 | 0.037269699999999996 | 0.0023595705 | 0.0012558581 | 0.0039234906 | 0.0007686655 | |||||||||||||||||||||||
| 43 | 42 | 30.0 | 0.0 | 24.0 | 1.0 | 24.0 | 1176.0 | 0.4985495999999994 | 0.0 | 0.0 | 0.0 | 0.08232342 | 0.025310102999999997 | 0.10840546 | 0.030508712 | 0.0030764358 | 0.0007486141999999999 | 0.004347419 | 0.0024450154 | |||||||||||||||||||||||
| 44 | 43 | 41.0 | 0.0 | 52.0 | 1.0 | 52.0 | 1228.0 | 0.4980399999999992 | 1.0 | 1.0 | 0.0 | 0.10006385 | 0.03382477 | 0.17082196 | 0.033039004 | 0.023984377999999997 | 0.06461808 | 0.21776279999999998 | 0.00025649799999999997 | |||||||||||||||||||||||
| 45 | 44 | 46.0 | 0.0 | 24.0 | 1.0 | 24.0 | 1252.0 | 0.4978047999999991 | 0.0 | 0.0 | 0.0 | 0.127029 | 0.034711663 | 0.18305942 | 0.0730018 | 0.0012729699 | 0.00017493212 | 0.0014846054 | 0.001006248 | |||||||||||||||||||||||
| 46 | 45 | 51.0 | 0.0 | 24.0 | 1.0 | 24.0 | 1276.0 | 0.497569599999999 | 0.0 | 0.0 | 0.0 | 0.113733366 | 0.023137875 | 0.15750414 | 0.07606023599999999 | 0.00058498693 | 0.0004969932 | 0.0014133176 | 8.942281999999999e-05 | |||||||||||||||||||||||
| 47 | 46 | 56.0 | 0.0 | 24.0 | 1.0 | 24.0 | 1300.0 | 0.4973343999999989 | 0.0 | 0.0 | 0.0 | 0.099635586 | 0.021823357999999998 | 0.12389985 | 0.059108153 | 0.0021409914 | 0.00088155246 | 0.0034765515 | 0.0010166082 | |||||||||||||||||||||||
| 48 | 47 | 61.0 | 0.0 | 24.0 | 1.0 | 24.0 | 1324.0 | 0.4970991999999987 | 0.0 | 0.0 | 0.0 | 0.10002375 | 0.018336693 | 0.11823385 | 0.065915875 | 0.0018328101999999999 | 0.00041723068 | 0.0023879318 | 0.0012123052 | |||||||||||||||||||||||
| 49 | 48 | 75.0 | 0.0 | 67.0 | 1.0 | 67.0 | 1391.0 | 0.4964425999999985 | 2.0 | 2.0 | 0.0 | 0.12295129 | 0.048552897000000005 | 0.23485671 | 0.063009836 | 0.04855502 | 0.11482115 | 0.41584736 | 0.0002661163 | |||||||||||||||||||||||
| 50 | 49 | 80.0 | 0.0 | 24.0 | 1.0 | 24.0 | 1415.0 | 0.4962073999999984 | 0.0 | 0.0 | 0.0 | 0.12405607 | 0.027667400000000005 | 0.19853418 | 0.09786001 | 0.0012208456 | 0.00053676876 | 0.0020938108 | 0.0006535959 | |||||||||||||||||||||||
| 51 | 50 | 85.0 | 0.0 | 24.0 | 1.0 | 24.0 | 1439.0 | 0.4959721999999983 | 0.0 | 0.0 | 0.0 | 0.10955218 | 0.010667263500000001 | 0.12801942 | 0.07239466 | 0.0008650651400000001 | 0.00031806275 | 0.0013768298999999999 | 0.0005779033 | |||||||||||||||||||||||
| 52 | 51 | 90.0 | 0.0 | 24.0 | 1.0 | 24.0 | 1463.0 | 0.4957369999999982 | 0.0 | 0.0 | 0.0 | 0.09890985 | 0.026241992000000002 | 0.12515855 | 0.04718565 | 0.002437234 | 0.0016239078 | 0.0041286307 | 0.0007527189 | |||||||||||||||||||||||
| 53 | 52 | 95.0 | 0.0 | 24.0 | 1.0 | 24.0 | 1487.0 | 0.4955017999999981 | 0.0 | 0.0 | 0.0 | 0.10010114 | 0.02963357 | 0.13594797 | 0.041749813 | 0.0016076639000000002 | 0.00059514266 | 0.0026295825 | 0.001141642 | |||||||||||||||||||||||
| 54 | 53 | 109.0 | 0.0 | 70.0 | 1.0 | 70.0 | 1557.0 | 0.4948157999999978 | 1.0 | 1.0 | 0.0 | 0.11498473599999999 | 0.04832212599999999 | 0.21947375 | 0.028851433 | 0.063443385 | 0.21090278 | 0.7939959 | 0.00011019433 | |||||||||||||||||||||||
| 55 | 54 | 120.0 | 0.0 | 52.0 | 1.0 | 52.0 | 1609.0 | 0.4943061999999975 | 1.0 | 1.0 | 0.0 | 0.14559509 | 0.05240264 | 0.22036548 | 0.066345036 | 0.022689115 | 0.05647165 | 0.19206099 | 0.0021373592 | |||||||||||||||||||||||
| 56 | 55 | 131.0 | 0.0 | 54.0 | 1.0 | 54.0 | 1663.0 | 0.4937769999999973 | 1.0 | 1.0 | 0.0 | 0.1262564 | 0.025453807999999998 | 0.18218547 | 0.09055034 | 0.040491703999999996 | 0.1197656 | 0.39978603 | 3.2382903999999995e-05 | |||||||||||||||||||||||
| 57 | 56 | 136.0 | 0.0 | 24.0 | 1.0 | 24.0 | 1687.0 | 0.4935417999999972 | 0.0 | 0.0 | 0.0 | 0.12611082 | 0.017919445 | 0.15074379999999998 | 0.09795161 | 0.00034656085 | 0.00024885178 | 0.00073858537 | 5.630818e-05 | |||||||||||||||||||||||
| 58 | 57 | 141.0 | 0.0 | 24.0 | 1.0 | 24.0 | 1711.0 | 0.4933065999999971 | 0.0 | 0.0 | 0.0 | 0.13077968 | 0.026829500000000003 | 0.17588164 | 0.093534015 | 0.00068361143 | 0.00040061917000000003 | 0.0013057211 | 0.0002325836 | |||||||||||||||||||||||
| 59 | 58 | 146.0 | 0.0 | 24.0 | 1.0 | 24.0 | 1735.0 | 0.493071399999997 | 0.0 | 0.0 | 0.0 | 0.12072712 | 0.018857999 | 0.15908754 | 0.104138754 | 0.00063404115 | 0.00019477724999999999 | 0.0009464494000000001 | 0.00041005667000000004 | |||||||||||||||||||||||
| 60 | 59 | 151.0 | 0.0 | 24.0 | 1.0 | 24.0 | 1759.0 | 0.4928361999999969 | 0.0 | 0.0 | 0.0 | 0.111444026 | 0.014305888999999999 | 0.14078452 | 0.088994555 | 0.00083051424 | 0.00034462876000000003 | 0.0012019516000000001 | 0.00044693782999999994 | |||||||||||||||||||||||
| 61 | 60 | 156.0 | 0.0 | 24.0 | 1.0 | 24.0 | 1783.0 | 0.4926009999999968 | 0.0 | 0.0 | 0.0 | 0.10548459 | 0.008045972 | 0.122365035 | 0.09311929 | 0.0019469211 | 0.0002556717 | 0.0021725243 | 0.0015452266 | |||||||||||||||||||||||
| 62 | 61 | 161.0 | 0.0 | 24.0 | 1.0 | 24.0 | 1807.0 | 0.4923657999999967 | 0.0 | 0.0 | 0.0 | 0.10413999 | 0.0061306017 | 0.12293057 | 0.0954221 | 0.0018333822 | 0.00024141372999999998 | 0.0021441646 | 0.0015644957 | |||||||||||||||||||||||
| 63 | 62 | 166.0 | 0.0 | 24.0 | 1.0 | 24.0 | 1831.0 | 0.4921305999999966 | 0.0 | 0.0 | 0.0 | 0.10520845 | 0.010660043999999999 | 0.12201527 | 0.08462883 | 0.0014069007 | 0.0005558385 | 0.0023537467 | 0.0009396368400000001 | |||||||||||||||||||||||
| 64 | 63 | 171.0 | 0.0 | 24.0 | 1.0 | 24.0 | 1855.0 | 0.4918953999999965 | 0.0 | 0.0 | 0.0 | 0.10830569 | 0.015798397 | 0.12622295 | 0.0818195 | 0.0011642255 | 0.0005132465 | 0.0020078195000000003 | 0.0007203602 | |||||||||||||||||||||||
| 65 | 64 | 187.0 | 0.0 | 80.0 | 1.0 | 80.0 | 1935.0 | 0.4911113999999962 | 2.0 | 2.0 | 0.0 | 0.14346705 | 0.05123596 | 0.2809702 | 0.0755011 | 0.11945498 | 0.2982155 | 1.0179703000000002 | 0.00026793277000000004 | |||||||||||||||||||||||
| 66 | 65 | 192.0 | 0.0 | 24.0 | 1.0 | 24.0 | 1959.0 | 0.490876199999996 | 0.0 | 0.0 | 0.0 | 0.18382773 | 0.045304116 | 0.27577478 | 0.12545326 | 0.005905345 | 0.0037760527 | 0.0100715365 | 0.00014530524 | |||||||||||||||||||||||
| 67 | 66 | 197.0 | 0.0 | 24.0 | 1.0 | 24.0 | 1983.0 | 0.490640999999996 | 0.0 | 0.0 | 0.0 | 0.16526416 | 0.029770599999999998 | 0.22321355 | 0.11498405 | 0.0016691638 | 0.0007462988 | 0.0028521894 | 0.0009875176 | |||||||||||||||||||||||
| 68 | 67 | 202.0 | 0.0 | 24.0 | 1.0 | 24.0 | 2007.0 | 0.4904057999999958 | 0.0 | 0.0 | 0.0 | 0.1355118 | 0.02636692 | 0.17264973 | 0.09551572 | 0.00031972208 | 9.964e-05 | 0.0004526946599999999 | 0.00017168366999999998 | |||||||||||||||||||||||
| 69 | 68 | 207.0 | 0.0 | 24.0 | 1.0 | 24.0 | 2031.0 | 0.4901705999999957 | 0.0 | 0.0 | 0.0 | 0.1149768 | 0.026283542000000003 | 0.14890057 | 0.06651489 | 0.0010225030000000001 | 0.0008345202999999999 | 0.0023043779999999997 | 1.465031e-05 | |||||||||||||||||||||||
| 70 | 69 | 208.0 | 0.0 | 5.0 | 1.0 | 5.0 | 2036.0 | 0.4901215999999957 | 0.0 | 0.0 | 0.0 | 0.10544617 | 0.024154456 | 0.12884757 | 0.06892215 | |||||||||||||||||||||||||||
| 71 | 70 | 219.0 | 0.0 | 52.0 | 1.0 | 52.0 | 2088.0 | 0.4896119999999955 | 1.0 | 1.0 | 0.0 | 0.092400186 | 0.027008222000000002 | 0.15699326 | 0.05053653 | 0.022028856 | 0.06170343 | 0.20713076 | 0.00034466383000000003 | |||||||||||||||||||||||
| 72 | 71 | 230.0 | 0.0 | 52.0 | 1.0 | 52.0 | 2140.0 | 0.4891023999999953 | 1.0 | 1.0 | 0.0 | 0.10230263 | 0.04930974 | 0.19423214 | 0.042539574000000004 | 0.02626715 | 0.070782475 | 0.23859917 | 0.0015743948 | |||||||||||||||||||||||
| 73 | 72 | 241.0 | 0.0 | 53.0 | 1.0 | 53.0 | 2193.0 | 0.4885829999999951 | 1.0 | 1.0 | 0.0 | 0.10445026 | 0.020649122 | 0.16149834 | 0.07458416 | 0.04214864 | 0.123872384 | 0.4137622 | 1.2105463e-05 | |||||||||||||||||||||||
| 74 | 73 | 252.0 | 0.0 | 54.0 | 1.0 | 54.0 | 2247.0 | 0.4880537999999948 | 1.0 | 1.0 | 0.0 | 0.12846503 | 0.028400194 | 0.1946533 | 0.09237405 | 0.040247858 | 0.11713862 | 0.3916593 | 0.0002929504 | |||||||||||||||||||||||
| 75 | 74 | 263.0 | 0.0 | 54.0 | 1.0 | 54.0 | 2301.0 | 0.4875245999999946 | 1.0 | 1.0 | 0.0 | 0.14537749 | 0.029905234 | 0.20872189 | 0.101320475 | 0.038341332 | 0.10974005 | 0.36755562 | 0.0011420416 | |||||||||||||||||||||||
| 76 | 75 | 278.0 | 0.0 | 72.0 | 1.0 | 72.0 | 2373.0 | 0.4868189999999943 | 1.0 | 1.0 | 0.0 | 0.14477833 | 0.027819356 | 0.21052082 | 0.10955334 | 0.015331188999999999 | 0.050340135 | 0.19679327 | 0.0003034223 | |||||||||||||||||||||||
| 77 | 76 | 280.0 | 0.0 | 11.0 | 1.0 | 11.0 | 2384.0 | 0.4867111999999942 | 0.0 | 0.0 | 0.0 | 0.13264506 | 0.025407124 | 0.178125 | 0.108422615 | 0.0013946018 | 0.0 | 0.0013946018 | 0.0013946018 | |||||||||||||||||||||||
| 78 | 77 | 291.0 | 0.0 | 52.0 | 1.0 | 52.0 | 2436.0 | 0.48620159999999396 | 1.0 | 1.0 | 0.0 | 0.1178738 | 0.019353198000000002 | 0.16681224 | 0.08530309 | 0.02128945 | 0.06208345 | 0.20753722 | 0.00015168711 | |||||||||||||||||||||||
| 79 | 78 | 302.0 | 0.0 | 54.0 | 1.0 | 54.0 | 2490.0 | 0.4856723999999938 | 1.0 | 1.0 | 0.0 | 0.12015138 | 0.026673574 | 0.18811609 | 0.08222711 | 0.039357013999999996 | 0.11512544 | 0.38473105 | 0.00025697946 | |||||||||||||||||||||||
| 80 | 79 | 307.0 | 0.0 | 24.0 | 1.0 | 24.0 | 2514.0 | 0.4854371999999937 | 0.0 | 0.0 | 0.0 | 0.13039257 | 0.033108898 | 0.19323866 | 0.089532174 | 0.001267104 | 0.00021152183999999997 | 0.0015401102 | 0.0010494642 | |||||||||||||||||||||||
| 81 | 80 | 312.0 | 0.0 | 24.0 | 1.0 | 24.0 | 2538.0 | 0.4852019999999936 | 0.0 | 0.0 | 0.0 | 0.13458852 | 0.029199852000000002 | 0.19180934 | 0.09585695 | 0.0011934792 | 0.00022968548 | 0.0015339763000000001 | 0.0008868586999999999 | |||||||||||||||||||||||
| 82 | 81 | 316.0 | 0.0 | 21.0 | 1.0 | 21.0 | 2559.0 | 0.4849961999999935 | 0.0 | 0.0 | 0.0 | 0.12291751 | 0.01789552 | 0.15976149 | 0.102470174 | 0.00048602457000000005 | 0.00010576643999999998 | 0.0005847984999999999 | 0.00033936175000000003 | |||||||||||||||||||||||
| 83 | 82 | 322.0 | 0.0 | 30.0 | 1.0 | 30.0 | 2589.0 | 0.4847021999999934 | 1.0 | 1.0 | 0.0 | 0.12246937 | 0.013172063999999999 | 0.16018282 | 0.106649995 | 0.16389579 | 0.32703254 | 0.81796056 | 5.8825397e-05 | |||||||||||||||||||||||
| 84 | 83 | 327.0 | 0.0 | 24.0 | 1.0 | 24.0 | 2613.0 | 0.4844669999999933 | 0.0 | 0.0 | 0.0 | 0.13446917 | 0.019082107 | 0.16795453 | 0.11202958 | 0.0004908182 | 9.346279000000001e-05 | 0.00064485124 | 0.00039510894999999997 | |||||||||||||||||||||||
| 85 | 84 | 332.0 | 0.0 | 24.0 | 1.0 | 24.0 | 2637.0 | 0.4842317999999932 | 0.0 | 0.0 | 0.0 | 0.13838163 | 0.015347568999999998 | 0.16779271 | 0.12082612 | 0.00026689412 | 0.00012313153 | 0.0004583537 | 0.0001428017 | |||||||||||||||||||||||
| 86 | 85 | 351.0 | 0.0 | 95.0 | 1.0 | 95.0 | 2732.0 | 0.4833007999999928 | 2.0 | 2.0 | 0.0 | 0.14708902 | 0.030029675 | 0.23783286 | 0.115518816 | 0.09601945 | 0.27063346 | 0.9837530000000001 | 5.0421054000000005e-06 | |||||||||||||||||||||||
| 87 | 86 | 356.0 | 0.0 | 24.0 | 1.0 | 24.0 | 2756.0 | 0.4830655999999927 | 0.0 | 0.0 | 0.0 | 0.19033988 | 0.033308726000000004 | 0.23840414 | 0.14833772 | 0.0055622234999999996 | 0.0017156142000000001 | 0.007289974499999999 | 0.0027073772999999996 | |||||||||||||||||||||||
| 88 | 87 | 361.0 | 0.0 | 24.0 | 1.0 | 24.0 | 2780.0 | 0.4828303999999926 | 0.0 | 0.0 | 0.0 | 0.17687555 | 0.02169394 | 0.21800345 | 0.14654778 | 0.0027810393 | 0.0011288379 | 0.004237557800000001 | 0.0015812228 | |||||||||||||||||||||||
| 89 | 88 | 366.0 | 0.0 | 24.0 | 1.0 | 24.0 | 2804.0 | 0.4825951999999925 | 0.0 | 0.0 | 0.0 | 0.14788069 | 0.009540738 | 0.17216710000000002 | 0.13518293 | 0.00014754635 | 0.00012438893999999997 | 0.00034148037000000006 | 3.858458e-05 | |||||||||||||||||||||||
| 90 | 89 | 371.0 | 0.0 | 24.0 | 1.0 | 24.0 | 2828.0 | 0.4823599999999924 | 0.0 | 0.0 | 0.0 | 0.13541147 | 0.0111836195 | 0.1661539 | 0.11285819 | 0.00020509872 | 5.772714e-05 | 0.0002698386 | 0.0001314511 | |||||||||||||||||||||||
| 91 | 90 | 388.0 | 0.0 | 85.0 | 1.0 | 85.0 | 2913.0 | 0.48152699999999204 | 2.0 | 2.0 | 0.0 | 0.13305698 | 0.02543684 | 0.20831901 | 0.09559407 | 0.112857826 | 0.29897399999999996 | 1.0186224 | 3.9399047e-06 | |||||||||||||||||||||||
| 92 | 91 | 391.0 | 0.0 | 14.0 | 1.0 | 14.0 | 2927.0 | 0.4813897999999919 | 0.0 | 0.0 | 0.0 | 0.17039634 | 0.029393056 | 0.20789173 | 0.13870629999999998 | 0.002532146 | 0.00016982724999999998 | 0.002701973 | 0.0023623185999999997 | |||||||||||||||||||||||
| 93 | 92 | 393.0 | 0.0 | 8.0 | 1.0 | 8.0 | 2935.0 | 0.4813113999999919 | 0.0 | 0.0 | 0.0 | 0.1733046 | 0.029128462 | 0.21154155 | 0.13685776 | 0.0025005522 | 0.0 | 0.0025005522 | 0.0025005522 | |||||||||||||||||||||||
| 94 | 93 | 398.0 | 0.0 | 24.0 | 1.0 | 24.0 | 2959.0 | 0.4810761999999918 | 0.0 | 0.0 | 0.0 | 0.16070226 | 0.02798306 | 0.19978283 | 0.1181756 | 0.0012818419 | 0.0008753385000000001 | 0.0027979119 | 0.0007644798599999999 | |||||||||||||||||||||||
| 95 | 94 | 403.0 | 0.0 | 24.0 | 1.0 | 24.0 | 2983.0 | 0.4808409999999917 | 0.0 | 0.0 | 0.0 | 0.15045179999999997 | 0.01915729 | 0.1751871 | 0.11319598 | 0.0005438866 | 0.0004723836 | 0.0013105455 | 1.9026504e-05 | |||||||||||||||||||||||
| 96 | 95 | 408.0 | 0.0 | 24.0 | 1.0 | 24.0 | 3007.0 | 0.4806057999999916 | 0.0 | 0.0 | 0.0 | 0.13613148 | 0.014807273000000001 | 0.15529045 | 0.10931499 | 0.00018423548 | 9.304243e-05 | 0.00024707457999999997 | 2.4015300000000004e-05 | |||||||||||||||||||||||
| 97 | 96 | 413.0 | 0.0 | 24.0 | 1.0 | 24.0 | 3031.0 | 0.4803705999999915 | 0.0 | 0.0 | 0.0 | 0.1258045 | 0.011147116 | 0.1413259 | 0.10687323 | 0.00028185392000000005 | 0.0001323216 | 0.0004598678 | 8.863126e-05 | |||||||||||||||||||||||
| 98 | 97 | 431.0 | 0.0 | 89.0 | 1.0 | 89.0 | 3120.0 | 0.4794983999999911 | 2.0 | 2.0 | 0.0 | 0.12784477 | 0.018137 | 0.19030614 | 0.10369439 | 0.08150002 | 0.22510064 | 0.8086488000000001 | 0.00014330921 | |||||||||||||||||||||||
| 99 | 98 | 436.0 | 0.0 | 24.0 | 1.0 | 24.0 | 3144.0 | 0.47926319999999106 | 0.0 | 0.0 | 0.0 | 0.15285924 | 0.030005924 | 0.20766033 | 0.12658404 | 0.0019996173 | 0.00035973894 | 0.002426061 | 0.0015126633 | |||||||||||||||||||||||
| 100 | 99 | 441.0 | 0.0 | 24.0 | 1.0 | 24.0 | 3168.0 | 0.4790279999999909 | 0.0 | 0.0 | 0.0 | 0.15845473 | 0.034338254 | 0.22694027 | 0.11588686 | 0.0026177817000000003 | 0.0016830919 | 0.0050633466 | 0.0007246180999999999 | |||||||||||||||||||||||
| 101 | 100 | 446.0 | 0.0 | 24.0 | 1.0 | 24.0 | 3192.0 | 0.4787927999999908 | 0.0 | 0.0 | 0.0 | 0.14273836 | 0.023364883 | 0.18371806 | 0.10606308 | 0.0006022295 | 0.00037177337999999994 | 0.0010334167 | 0.00016371481000000001 | |||||||||||||||||||||||
| 102 | 101 | 464.0 | 0.0 | 89.0 | 1.0 | 89.0 | 3281.0 | 0.4779205999999904 | 2.0 | 2.0 | 0.0 | 0.13688609 | 0.029002322 | 0.21267128 | 0.09218582 | 0.081303634 | 0.22373335 | 0.79772466 | 5.8251055e-05 | |||||||||||||||||||||||
| 103 | 102 | 469.0 | 0.0 | 24.0 | 1.0 | 24.0 | 3305.0 | 0.4776853999999903 | 0.0 | 0.0 | 0.0 | 0.16528292 | 0.034096334 | 0.2191333 | 0.12271989999999998 | 0.0032350634999999996 | 0.0010516386 | 0.004852638 | 0.0020057156 | |||||||||||||||||||||||
| 104 | 103 | 470.0 | 0.0 | 2.0 | 1.0 | 2.0 | 3307.0 | 0.4776657999999903 | 0.0 | 0.0 | 0.0 | |||||||||||||||||||||||||||||||
| 105 | 104 | 475.0 | 0.0 | 24.0 | 1.0 | 24.0 | 3331.0 | 0.4774305999999902 | 0.0 | 0.0 | 0.0 | 0.15236309 | 0.020888722 | 0.1882434 | 0.11950467 | 0.0008017542999999999 | 0.00040749018 | 0.0014186920999999999 | 0.00029575537 | |||||||||||||||||||||||
| 106 | 105 | 476.0 | 0.0 | 3.0 | 1.0 | 3.0 | 3334.0 | 0.4774011999999902 | 0.0 | 0.0 | 0.0 | 0.14236775 | 0.013229073999999999 | 0.15742527 | 0.122433506 | |||||||||||||||||||||||||||
| 107 | 106 | 481.0 | 0.0 | 24.0 | 1.0 | 24.0 | 3358.0 | 0.4771659999999901 | 0.0 | 0.0 | 0.0 | 0.1291763 | 0.009994735 | 0.15024303 | 0.11209188 | 0.00022471155 | 0.00012419793 | 0.0003939987 | 4.6142060000000004e-05 | |||||||||||||||||||||||
| 108 | 107 | 519.0 | 0.0 | 191.0 | 1.0 | 191.0 | 3549.0 | 0.4752941999999893 | 4.0 | 4.0 | 0.0 | 0.14272037 | 0.04195264 | 0.28947657 | 0.08632192 | 0.072630264 | 0.21499415 | 0.9031716999999999 | 7.248976e-05 | |||||||||||||||||||||||
| 109 | 108 | 530.0 | 0.0 | 52.0 | 1.0 | 52.0 | 3601.0 | 0.474784599999989 | 1.0 | 1.0 | 0.0 | 0.1987978 | 0.026178347 | 0.27949986 | 0.15544449 | 0.024459167999999996 | 0.053294133 | 0.18389791 | 0.0017871915 | |||||||||||||||||||||||
| 110 | 109 | 535.0 | 0.0 | 24.0 | 1.0 | 24.0 | 3625.0 | 0.474549399999989 | 0.0 | 0.0 | 0.0 | 0.1740592 | 0.01990542 | 0.19641353 | 0.12705484 | 0.0012072782 | 0.0004294626 | 0.0019099223000000002 | 0.0007798358599999999 | |||||||||||||||||||||||
| 111 | 110 | 540.0 | 0.0 | 24.0 | 1.0 | 24.0 | 3649.0 | 0.4743141999999889 | 0.0 | 0.0 | 0.0 | 0.15492682 | 0.024075867999999997 | 0.17709275 | 0.107106484 | 0.000578495 | 0.00018150120999999998 | 0.00082901045 | 0.0003250992 | |||||||||||||||||||||||
| 112 | 111 | 553.0 | 0.0 | 63.0 | 1.0 | 63.0 | 3712.0 | 0.4736967999999886 | 1.0 | 1.0 | 0.0 | 0.13187033 | 0.020867221000000002 | 0.1591769 | 0.09112801400000001 | 0.033951048 | 0.11125334 | 0.402933 | 2.0686493e-06 | |||||||||||||||||||||||
| 113 | 112 | 558.0 | 0.0 | 24.0 | 1.0 | 24.0 | 3736.0 | 0.4734615999999885 | 0.0 | 0.0 | 0.0 | 0.13450405 | 0.021080097000000002 | 0.15732937 | 0.09367559 | 0.0007048858 | 0.00018798986 | 0.00101309 | 0.0005062971 | |||||||||||||||||||||||
| 114 | 113 | 563.0 | 0.0 | 24.0 | 1.0 | 24.0 | 3760.0 | 0.4732263999999884 | 0.0 | 0.0 | 0.0 | 0.1327385 | 0.019823495 | 0.15519121 | 0.09578245 | 0.0006684233 | 0.00017721542000000002 | 0.00092492515 | 0.0004564471599999999 | |||||||||||||||||||||||
| 115 | 114 | 568.0 | 0.0 | 24.0 | 1.0 | 24.0 | 3784.0 | 0.4729911999999883 | 0.0 | 0.0 | 0.0 | 0.13016468 | 0.01777938 | 0.15119131 | 0.09623605 | 0.00038325385000000003 | 0.00040066040000000003 | 0.0010375273 | 5.5099033e-05 | |||||||||||||||||||||||
| 116 | 115 | 573.0 | 0.0 | 24.0 | 1.0 | 24.0 | 3808.0 | 0.4727559999999882 | 0.0 | 0.0 | 0.0 | 0.1273359 | 0.01559575 | 0.14209288 | 0.09696039999999999 | 0.00042572617999999995 | 0.00022562694 | 0.0006660416999999999 | 5.717554e-05 | |||||||||||||||||||||||
| 117 | 116 | 578.0 | 0.0 | 24.0 | 1.0 | 24.0 | 3832.0 | 0.4725207999999881 | 0.0 | 0.0 | 0.0 | 0.12270597 | 0.015294602 | 0.13775864 | 0.09500805 | 0.0014557038 | 0.0007879191 | 0.0026663772 | 0.0005009419000000001 | |||||||||||||||||||||||
| 118 | 117 | 583.0 | 0.0 | 24.0 | 1.0 | 24.0 | 3856.0 | 0.472285599999988 | 0.0 | 0.0 | 0.0 | 0.11822992 | 0.013633291 | 0.1358129 | 0.092634775 | 0.0007712595 | 5.4886445e-05 | 0.0008234402 | 0.00068120897 | |||||||||||||||||||||||
| 119 | 118 | 594.0 | 0.0 | 52.0 | 1.0 | 52.0 | 3908.0 | 0.4717759999999878 | 1.0 | 1.0 | 0.0 | 0.119709335 | 0.012039065 | 0.14269781 | 0.09605235599999999 | 0.020499032 | 0.060374234000000006 | 0.20162049999999998 | 1.7829649e-05 | |||||||||||||||||||||||
| 120 | 119 | 597.0 | 0.0 | 15.0 | 1.0 | 15.0 | 3923.0 | 0.4716289999999877 | 0.0 | 0.0 | 0.0 | 0.12531243 | 0.013167278999999999 | 0.14553232 | 0.10608052 | 9.865084999999999e-05 | 7.2366565e-05 | 0.00017101741000000002 | 2.6284288000000002e-05 | |||||||||||||||||||||||
| 121 | 120 | 608.0 | 0.0 | 54.0 | 1.0 | 54.0 | 3977.0 | 0.4710997999999874 | 1.0 | 1.0 | 0.0 | 0.12277151 | 0.009114103 | 0.14273345 | 0.107969925 | 0.04129278 | 0.12317698 | 0.41082337 | 1.2265547e-05 | |||||||||||||||||||||||
| 122 | 121 | 613.0 | 0.0 | 24.0 | 1.0 | 24.0 | 4001.0 | 0.4708645999999874 | 0.0 | 0.0 | 0.0 | 0.12766299 | 0.009738948 | 0.149345 | 0.11170484 | 0.0002595397 | 0.00017244433999999997 | 0.0005439982 | 9.2998554e-05 | |||||||||||||||||||||||
| 123 | 122 | 618.0 | 0.0 | 24.0 | 1.0 | 24.0 | 4025.0 | 0.4706293999999873 | 0.0 | 0.0 | 0.0 | 0.13518813 | 0.0105321435 | 0.1553072 | 0.11934577 | 0.00023753717999999997 | 0.00012391437 | 0.00043323162000000003 | 0.00010451234 | |||||||||||||||||||||||
| 124 | 123 | 627.0 | 0.0 | 44.0 | 1.0 | 44.0 | 4069.0 | 0.4701981999999871 | 1.0 | 1.0 | 0.0 | 0.13889104 | 0.0117830215 | 0.16273786 | 0.11818285 | 0.07542173 | 0.19903158 | 0.6020098 | 9.771427e-05 | |||||||||||||||||||||||
| 125 | 124 | 632.0 | 0.0 | 24.0 | 1.0 | 24.0 | 4093.0 | 0.46996299999998703 | 0.0 | 0.0 | 0.0 | 0.14967702 | 0.011989292 | 0.16812429 | 0.13193959 | 0.00032303244 | 0.00015617584 | 0.0005065509999999999 | 0.00012767182 | |||||||||||||||||||||||
| 126 | 125 | 637.0 | 0.0 | 24.0 | 1.0 | 24.0 | 4117.0 | 0.4697277999999869 | 0.0 | 0.0 | 0.0 | 0.14517184 | 0.010316819 | 0.16426559999999998 | 0.13073336 | 0.00029161404 | 0.00016902651999999997 | 0.0005793628 | 0.00015367693000000002 | |||||||||||||||||||||||
| 127 | 126 | 642.0 | 0.0 | 24.0 | 1.0 | 24.0 | 4141.0 | 0.4694925999999868 | 0.0 | 0.0 | 0.0 | 0.13430846 | 0.007582524 | 0.14599809 | 0.120344624 | 7.422041999999999e-05 | 3.6584977e-05 | 0.00012584597 | 2.2530645e-05 | |||||||||||||||||||||||
| 128 | 127 | 647.0 | 0.0 | 24.0 | 1.0 | 24.0 | 4165.0 | 0.4692573999999866 | 0.0 | 0.0 | 0.0 | 0.12441199 | 0.0042165252000000005 | 0.13642648 | 0.11506612599999999 | 0.0005136468700000001 | 0.00011599093999999999 | 0.0006731466 | 0.00037820492 | |||||||||||||||||||||||
| 129 | 128 | 652.0 | 0.0 | 24.0 | 1.0 | 24.0 | 4189.0 | 0.4690221999999866 | 0.0 | 0.0 | 0.0 | 0.11703958 | 0.0037335916 | 0.12587266 | 0.106892586 | 0.0008389748399999999 | 0.00012603558000000002 | 0.0010086133 | 0.0006702364999999999 | |||||||||||||||||||||||
| 130 | 129 | 657.0 | 0.0 | 24.0 | 1.0 | 24.0 | 4213.0 | 0.4687869999999865 | 0.0 | 0.0 | 0.0 | 0.11241161 | 0.0048462343 | 0.12605634 | 0.10357543 | 0.0016036438000000001 | 0.00036465693999999997 | 0.00218902 | 0.0012113695 | |||||||||||||||||||||||
| 131 | 130 | 662.0 | 0.0 | 24.0 | 1.0 | 24.0 | 4237.0 | 0.4685517999999864 | 0.0 | 0.0 | 0.0 | 0.11255008 | 0.009451174 | 0.13003199 | 0.09711216 | 0.0016033652 | 0.000338784 | 0.0018876227999999999 | 0.0010279019 | |||||||||||||||||||||||
| 132 | 131 | 667.0 | 0.0 | 24.0 | 1.0 | 24.0 | 4261.0 | 0.4683165999999863 | 0.0 | 0.0 | 0.0 | 0.11270639999999998 | 0.009879856999999999 | 0.13445713 | 0.09336645 | 0.0013903792999999998 | 0.00016632567999999998 | 0.0015531663 | 0.001113867 | |||||||||||||||||||||||
| 133 | 132 | 687.0 | 0.0 | 101.0 | 1.0 | 101.0 | 4362.0 | 0.4673267999999858 | 2.0 | 2.0 | 0.0 | 0.12976664 | 0.026280496 | 0.23639223 | 0.10493989999999999 | 0.061677712999999995 | 0.21542408 | 0.95588654 | 0.00023809135 | |||||||||||||||||||||||
| 134 | 133 | 698.0 | 0.0 | 54.0 | 1.0 | 54.0 | 4416.0 | 0.4667975999999856 | 1.0 | 1.0 | 0.0 | 0.17283638 | 0.03430677 | 0.23981228 | 0.1403031 | 0.03861051 | 0.10121483 | 0.34222603 | 0.0016437687 | |||||||||||||||||||||||
| 135 | 134 | 709.0 | 0.0 | 53.0 | 1.0 | 53.0 | 4469.0 | 0.4662781999999854 | 1.0 | 1.0 | 0.0 | 0.16038841 | 0.021553371 | 0.21902068 | 0.12692267 | 0.040070735 | 0.11592526 | 0.38782096 | 0.00021260299 | |||||||||||||||||||||||
| 136 | 135 | 714.0 | 0.0 | 24.0 | 1.0 | 24.0 | 4493.0 | 0.4660429999999853 | 0.0 | 0.0 | 0.0 | 0.14782842 | 0.004730834000000001 | 0.15554644 | 0.13958603 | 5.1121322e-05 | 2.2554244e-05 | 8.121060999999999e-05 | 1.7655197000000002e-05 | |||||||||||||||||||||||
| 137 | 136 | 719.0 | 0.0 | 24.0 | 1.0 | 24.0 | 4517.0 | 0.4658077999999852 | 0.0 | 0.0 | 0.0 | 0.15219575 | 0.0045813974 | 0.16462322 | 0.14354335 | 3.6682093e-05 | 3.9154856e-05 | 0.00010363438 | 4.187522e-06 | |||||||||||||||||||||||
| 138 | 137 | 735.0 | 0.0 | 79.0 | 1.0 | 79.0 | 4596.0 | 0.4650335999999848 | 2.0 | 2.0 | 0.0 | 0.14927807 | 0.02445258 | 0.21949688 | 0.116397515 | 0.09203096 | 0.23247552 | 0.7739242 | 8.25909e-06 | |||||||||||||||||||||||
| 139 | 138 | 740.0 | 0.0 | 24.0 | 1.0 | 24.0 | 4620.0 | 0.4647983999999847 | 0.0 | 0.0 | 0.0 | 0.16510426 | 0.03335811 | 0.20976198 | 0.1099463 | 0.00247259 | 0.0009678101600000001 | 0.0034944774 | 0.0010334637 | |||||||||||||||||||||||
| 140 | 139 | 745.0 | 0.0 | 24.0 | 1.0 | 24.0 | 4644.0 | 0.4645631999999846 | 0.0 | 0.0 | 0.0 | 0.15071858 | 0.028405872999999998 | 0.18778744 | 0.100189805 | 0.0009824486 | 0.0002127709 | 0.0013414405 | 0.0008015005000000001 | |||||||||||||||||||||||
| 141 | 140 | 750.0 | 0.0 | 24.0 | 1.0 | 24.0 | 4668.0 | 0.4643279999999845 | 0.0 | 0.0 | 0.0 | 0.13998653 | 0.024388257000000003 | 0.17621326 | 0.10564081 | 0.0005464454 | 0.00025059999999999997 | 0.0008220394 | 0.00016789009999999997 | |||||||||||||||||||||||
| 142 | 141 | 787.0 | 0.0 | 185.0 | 1.0 | 185.0 | 4853.0 | 0.4625149999999837 | 4.0 | 4.0 | 0.0 | 0.14335863 | 0.035385564 | 0.2699377 | 0.095115155 | 0.07332901 | 0.2077105 | 0.81454057 | 2.5846208000000002e-05 | |||||||||||||||||||||||
| 143 | 142 | 798.0 | 0.0 | 52.0 | 1.0 | 52.0 | 4905.0 | 0.4620053999999835 | 1.0 | 1.0 | 0.0 | 0.18069276 | 0.033956897 | 0.26724359999999997 | 0.15036213 | 0.02253583 | 0.04838466599999999 | 0.16743654 | 0.00262629 | |||||||||||||||||||||||
| 144 | 143 | 809.0 | 0.0 | 54.0 | 1.0 | 54.0 | 4959.0 | 0.4614761999999833 | 1.0 | 1.0 | 0.0 | 0.15307872 | 0.014833701000000001 | 0.19672088 | 0.12596223 | 0.03994921 | 0.11748963 | 0.39241263 | 3.6323578000000006e-05 | |||||||||||||||||||||||
| 145 | 144 | 814.0 | 0.0 | 24.0 | 1.0 | 24.0 | 4983.0 | 0.4612409999999832 | 0.0 | 0.0 | 0.0 | 0.14062423 | 0.013190547 | 0.15487877 | 0.11479163 | 0.00025558134 | 0.00014884171999999998 | 0.0004887198400000001 | 7.4275245e-05 | |||||||||||||||||||||||
| 146 | 145 | 819.0 | 0.0 | 24.0 | 1.0 | 24.0 | 5007.0 | 0.4610057999999831 | 0.0 | 0.0 | 0.0 | 0.14494963 | 0.011490471 | 0.15995255 | 0.12011648 | 0.00014714585 | 9.047994000000001e-05 | 0.00029176872 | 6.2081235e-05 | |||||||||||||||||||||||
| 147 | 146 | 830.0 | 0.0 | 52.0 | 1.0 | 52.0 | 5059.0 | 0.4604961999999829 | 1.0 | 1.0 | 0.0 | 0.13679075 | 0.012300746000000001 | 0.15838829 | 0.112608925 | 0.019659923 | 0.058483962 | 0.19511145 | 4.720927e-06 | |||||||||||||||||||||||
| 148 | 147 | 831.0 | 0.0 | 2.0 | 1.0 | 2.0 | 5061.0 | 0.4604765999999829 | 0.0 | 0.0 | 0.0 | |||||||||||||||||||||||||||||||
| 149 | 148 | 836.0 | 0.0 | 24.0 | 1.0 | 24.0 | 5085.0 | 0.4602413999999828 | 0.0 | 0.0 | 0.0 | 0.13276483 | 0.01899585 | 0.16289914 | 0.10159221 | 0.00046911344000000004 | 0.00011695996999999999 | 0.00059117115 | 0.0003365264 | |||||||||||||||||||||||
| 150 | 149 | 841.0 | 0.0 | 24.0 | 1.0 | 24.0 | 5109.0 | 0.4600061999999826 | 0.0 | 0.0 | 0.0 | 0.11900536 | 0.017314076 | 0.14810766 | 0.08748884 | 0.0002714075 | 0.00029301593999999997 | 0.0007770185 | 6.420755999999999e-05 | |||||||||||||||||||||||
| 151 | 150 | 846.0 | 0.0 | 24.0 | 1.0 | 24.0 | 5133.0 | 0.4597709999999826 | 0.0 | 0.0 | 0.0 | 0.11262725 | 0.013697484499999999 | 0.1282893 | 0.08710891 | 0.00094097765 | 0.00022069717 | 0.0013072229 | 0.0007392394000000001 | |||||||||||||||||||||||
| 152 | 151 | 850.0 | 0.0 | 18.0 | 1.0 | 18.0 | 5151.0 | 0.4595945999999825 | 0.0 | 0.0 | 0.0 | 0.107294805 | 0.011326194 | 0.12054111 | 0.08467492 | 0.0010227173 | 0.0002994995 | 0.0014382435 | 0.0007438673599999999 | |||||||||||||||||||||||
| 153 | 152 | 855.0 | 0.0 | 24.0 | 1.0 | 24.0 | 5175.0 | 0.4593593999999824 | 0.0 | 0.0 | 0.0 | 0.10360303 | 0.012907699 | 0.11896962 | 0.07709195 | 0.0015324937 | 0.00028596772000000003 | 0.0019801364 | 0.0012224992 | |||||||||||||||||||||||
| 154 | 153 | 860.0 | 0.0 | 24.0 | 1.0 | 24.0 | 5199.0 | 0.4591241999999823 | 0.0 | 0.0 | 0.0 | 0.10436385 | 0.013215329 | 0.11958277 | 0.08073024 | 0.0011726351 | 0.00022281947999999997 | 0.0014616349 | 0.0008782896000000001 | |||||||||||||||||||||||
| 155 | 154 | 865.0 | 0.0 | 24.0 | 1.0 | 24.0 | 5223.0 | 0.4588889999999822 | 0.0 | 0.0 | 0.0 | 0.10370237 | 0.011034828 | 0.117495686 | 0.081327975 | 0.0019504072 | 0.00033863324999999994 | 0.0023433554000000002 | 0.0014090568 | |||||||||||||||||||||||
| 156 | 155 | 870.0 | 0.0 | 24.0 | 1.0 | 24.0 | 5247.0 | 0.4586537999999821 | 0.0 | 0.0 | 0.0 | 0.1071472 | 0.014526441999999999 | 0.12706271 | 0.08139216 | 0.0013260813 | 0.00034142094 | 0.0017038131 | 0.0008064181 | |||||||||||||||||||||||
| 157 | 156 | 873.0 | 0.0 | 14.0 | 1.0 | 14.0 | 5261.0 | 0.45851659999998207 | 0.0 | 0.0 | 0.0 | 0.10734959 | 0.014710395 | 0.12522231 | 0.08465682 | 0.0015697895000000002 | 0.00035586138 | 0.0019256509 | 0.0012139281 | |||||||||||||||||||||||
| 158 | 157 | 878.0 | 0.0 | 24.0 | 1.0 | 24.0 | 5285.0 | 0.4582813999999819 | 0.0 | 0.0 | 0.0 | 0.10895019 | 0.014535122 | 0.12413476 | 0.08180543 | 0.0013827297 | 0.0002729706 | 0.0016734779000000001 | 0.0010050092 | |||||||||||||||||||||||
| 159 | 158 | 883.0 | 0.0 | 24.0 | 1.0 | 24.0 | 5309.0 | 0.4580461999999818 | 0.0 | 0.0 | 0.0 | 0.10796832 | 0.014337505 | 0.12455883599999999 | 0.07926455 | 0.0014147348999999998 | 0.0004294976 | 0.00192655 | 0.0008834217 | |||||||||||||||||||||||
| 160 | 159 | 888.0 | 0.0 | 24.0 | 1.0 | 24.0 | 5333.0 | 0.4578109999999817 | 0.0 | 0.0 | 0.0 | 0.10801206 | 0.00953539 | 0.12176802 | 0.09115314 | 0.0017978395999999998 | 0.00039005443 | 0.002391469 | 0.0013005999999999998 | |||||||||||||||||||||||
| 161 | 160 | 893.0 | 0.0 | 24.0 | 1.0 | 24.0 | 5357.0 | 0.4575757999999816 | 0.0 | 0.0 | 0.0 | 0.11153528 | 0.011672364 | 0.12790745 | 0.08654026 | 0.0011660854 | 0.00041703233999999996 | 0.0017167032 | 0.0006996465400000001 | |||||||||||||||||||||||
| 162 | 161 | 898.0 | 0.0 | 24.0 | 1.0 | 24.0 | 5381.0 | 0.4573405999999815 | 0.0 | 0.0 | 0.0 | 0.112158105 | 0.009146493 | 0.122860804 | 0.09450192 | 0.0009177982000000001 | 0.0002018486 | 0.0011716585 | 0.00063285226 | |||||||||||||||||||||||
| 163 | 162 | 903.0 | 0.0 | 24.0 | 1.0 | 24.0 | 5405.0 | 0.4571053999999814 | 0.0 | 0.0 | 0.0 | 0.11256131 | 0.0081875045 | 0.12155639 | 0.09498049 | 0.0012709271 | 0.00016790976000000002 | 0.001486785 | 0.0010691121000000001 | |||||||||||||||||||||||
| 164 | 163 | 925.0 | 0.0 | 107.0 | 1.0 | 107.0 | 5512.0 | 0.456056799999981 | 2.0 | 2.0 | 0.0 | 0.13265494 | 0.022235807000000003 | 0.20342045 | 0.10337451 | 0.047393415 | 0.16917023 | 0.77786344 | 5.891577e-06 | |||||||||||||||||||||||
| 165 | 164 | 936.0 | 0.0 | 52.0 | 1.0 | 52.0 | 5564.0 | 0.4555471999999807 | 1.0 | 1.0 | 0.0 | 0.16775152 | 0.034592744 | 0.21690075 | 0.12469836 | 0.019585716 | 0.053722862 | 0.18075037 | 0.0012703257000000001 | |||||||||||||||||||||||
| 166 | 165 | 941.0 | 0.0 | 24.0 | 1.0 | 24.0 | 5588.0 | 0.4553119999999806 | 0.0 | 0.0 | 0.0 | 0.16440016 | 0.030154271 | 0.21072444 | 0.118458614 | 0.0017104656 | 0.0005326561 | 0.002520473 | 0.001076328 | |||||||||||||||||||||||
| 167 | 166 | 946.0 | 0.0 | 24.0 | 1.0 | 24.0 | 5612.0 | 0.4550767999999805 | 0.0 | 0.0 | 0.0 | 0.14498839 | 0.021894254 | 0.17866746 | 0.11195495 | 0.0005141074 | 0.00021872125 | 0.00083028735 | 0.00023929587000000004 | |||||||||||||||||||||||
| 168 | 167 | 951.0 | 0.0 | 24.0 | 1.0 | 24.0 | 5636.0 | 0.4548415999999804 | 0.0 | 0.0 | 0.0 | 0.12669672 | 0.014539792 | 0.15282796 | 0.102609225 | 0.0004388286 | 0.00015830748 | 0.0006999367999999999 | 0.0002763644 | |||||||||||||||||||||||
| 169 | 168 | 956.0 | 0.0 | 24.0 | 1.0 | 24.0 | 5660.0 | 0.4546063999999803 | 0.0 | 0.0 | 0.0 | 0.11536579 | 0.010503262 | 0.13021372 | 0.095301025 | 0.001149778 | 0.00035682824 | 0.0016598359 | 0.0006639573 | |||||||||||||||||||||||
| 170 | 169 | 961.0 | 0.0 | 24.0 | 1.0 | 24.0 | 5684.0 | 0.4543711999999802 | 0.0 | 0.0 | 0.0 | 0.10488323 | 0.005277899999999999 | 0.11544744 | 0.09693652400000001 | 0.0017318070000000001 | 0.00013360755 | 0.0018398091 | 0.0015056461999999999 | |||||||||||||||||||||||
| 171 | 170 | 966.0 | 0.0 | 24.0 | 1.0 | 24.0 | 5708.0 | 0.4541359999999801 | 0.0 | 0.0 | 0.0 | 0.105216764 | 0.0075725390000000005 | 0.118058234 | 0.09235613 | 0.0019692238000000003 | 0.00010344101999999999 | 0.0020803378 | 0.0018038084 | |||||||||||||||||||||||
| 172 | 171 | 974.0 | 0.0 | 41.0 | 1.0 | 41.0 | 5749.0 | 0.45373419999998 | 1.0 | 1.0 | 0.0 | 0.12052059 | 0.0163179 | 0.15967733 | 0.09158137 | 0.1477886 | 0.36075962 | 1.0314649999999999 | 8.4346495e-05 | |||||||||||||||||||||||
| 173 | 172 | 985.0 | 0.0 | 52.0 | 1.0 | 52.0 | 5801.0 | 0.4532245999999797 | 1.0 | 1.0 | 0.0 | 0.14404112 | 0.016613776 | 0.17051353 | 0.11443004 | 0.019605 | 0.057585500000000005 | 0.19236107 | 0.00020093292 | |||||||||||||||||||||||
| 174 | 173 | 989.0 | 0.0 | 18.0 | 1.0 | 18.0 | 5819.0 | 0.4530481999999797 | 0.0 | 0.0 | 0.0 | 0.14779656 | 0.017011693 | 0.17241506 | 0.11987831 | 0.00058232836 | 7.8220146e-05 | 0.0006573502000000001 | 0.0004744159 | |||||||||||||||||||||||
| 175 | 174 | 1000.0 | 0.0 | 54.0 | 1.0 | 54.0 | 5873.0 | 0.4525189999999794 | 1.0 | 1.0 | 0.0 | 0.13871170000000002 | 0.01599524 | 0.16851415 | 0.11912651 | 0.039656658 | 0.11832682 | 0.39463702 | 0.0001072101 | |||||||||||||||||||||||
| 176 | 175 | 1011.0 | 0.0 | 52.0 | 1.0 | 52.0 | 5925.0 | 0.4520093999999792 | 1.0 | 1.0 | 0.0 | 0.14527567 | 0.009964919000000001 | 0.16790026 | 0.13074793 | 0.019625053 | 0.058338307 | 0.19463970000000003 | 3.7354217e-05 |