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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
34 KiB
34 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 | 13.0 | 1.0 | 13.0 | 13.0 | 0.5 | 0.0 | |||||||||||||||||||||||||||||||||
| 3 | 2 | 0.0 | 1.0 | 16.0 | 1.0 | 16.0 | 29.0 | 0.5 | 0.0 | |||||||||||||||||||||||||||||||||
| 4 | 3 | 0.0 | 1.0 | 27.0 | 1.0 | 27.0 | 56.0 | 0.5 | 0.0 | |||||||||||||||||||||||||||||||||
| 5 | 4 | 0.0 | 1.0 | 11.0 | 1.0 | 11.0 | 67.0 | 0.5 | 0.0 | |||||||||||||||||||||||||||||||||
| 6 | 5 | 0.0 | 1.0 | 10.0 | 1.0 | 10.0 | 77.0 | 0.5 | 0.0 | |||||||||||||||||||||||||||||||||
| 7 | 6 | 0.0 | 1.0 | 17.0 | 1.0 | 17.0 | 94.0 | 0.5 | 0.0 | |||||||||||||||||||||||||||||||||
| 8 | 7 | 0.0 | 1.0 | 12.0 | 1.0 | 12.0 | 106.0 | 0.5 | 0.0 | |||||||||||||||||||||||||||||||||
| 9 | 8 | 0.0 | 1.0 | 15.0 | 1.0 | 15.0 | 121.0 | 0.5 | 0.0 | |||||||||||||||||||||||||||||||||
| 10 | 9 | 0.0 | 1.0 | 17.0 | 1.0 | 17.0 | 138.0 | 0.5 | 0.0 | |||||||||||||||||||||||||||||||||
| 11 | 10 | 0.0 | 1.0 | 34.0 | 1.0 | 34.0 | 172.0 | 0.5 | 0.0 | |||||||||||||||||||||||||||||||||
| 12 | 11 | 0.0 | 1.0 | 15.0 | 1.0 | 15.0 | 187.0 | 0.5 | 0.0 | |||||||||||||||||||||||||||||||||
| 13 | 12 | 0.0 | 1.0 | 14.0 | 1.0 | 14.0 | 201.0 | 0.5 | 0.0 | |||||||||||||||||||||||||||||||||
| 14 | 13 | 0.0 | 1.0 | 17.0 | 1.0 | 17.0 | 218.0 | 0.5 | 0.0 | |||||||||||||||||||||||||||||||||
| 15 | 14 | 0.0 | 1.0 | 17.0 | 1.0 | 17.0 | 235.0 | 0.5 | 0.0 | |||||||||||||||||||||||||||||||||
| 16 | 15 | 0.0 | 1.0 | 27.0 | 1.0 | 27.0 | 262.0 | 0.5 | 0.0 | |||||||||||||||||||||||||||||||||
| 17 | 16 | 0.0 | 1.0 | 17.0 | 1.0 | 17.0 | 279.0 | 0.5 | 0.0 | |||||||||||||||||||||||||||||||||
| 18 | 17 | 0.0 | 1.0 | 51.0 | 1.0 | 51.0 | 330.0 | 0.5 | 0.0 | |||||||||||||||||||||||||||||||||
| 19 | 18 | 0.0 | 1.0 | 20.0 | 1.0 | 20.0 | 350.0 | 0.5 | 0.0 | |||||||||||||||||||||||||||||||||
| 20 | 19 | 0.0 | 1.0 | 52.0 | 1.0 | 52.0 | 402.0 | 0.5 | 0.0 | |||||||||||||||||||||||||||||||||
| 21 | 20 | 0.0 | 1.0 | 9.0 | 1.0 | 9.0 | 411.0 | 0.5 | 0.0 | |||||||||||||||||||||||||||||||||
| 22 | 21 | 0.0 | 1.0 | 37.0 | 1.0 | 37.0 | 448.0 | 0.5 | 0.0 | |||||||||||||||||||||||||||||||||
| 23 | 22 | 0.0 | 1.0 | 14.0 | 1.0 | 14.0 | 462.0 | 0.5 | 0.0 | |||||||||||||||||||||||||||||||||
| 24 | 23 | 0.0 | 1.0 | 36.0 | 1.0 | 36.0 | 498.0 | 0.5 | 0.0 | |||||||||||||||||||||||||||||||||
| 25 | 24 | 0.0 | 1.0 | 12.0 | 1.0 | 12.0 | 510.0 | 0.5 | 0.0 | |||||||||||||||||||||||||||||||||
| 26 | 25 | 0.0 | 1.0 | 19.0 | 1.0 | 19.0 | 529.0 | 0.5 | 0.0 | |||||||||||||||||||||||||||||||||
| 27 | 26 | 0.0 | 1.0 | 25.0 | 1.0 | 25.0 | 554.0 | 0.5 | 0.0 | |||||||||||||||||||||||||||||||||
| 28 | 27 | 0.0 | 1.0 | 12.0 | 1.0 | 12.0 | 566.0 | 0.5 | 0.0 | |||||||||||||||||||||||||||||||||
| 29 | 28 | 0.0 | 1.0 | 52.0 | 1.0 | 52.0 | 618.0 | 0.5 | 0.0 | |||||||||||||||||||||||||||||||||
| 30 | 29 | 0.0 | 1.0 | 26.0 | 1.0 | 26.0 | 644.0 | 0.5 | 0.0 | |||||||||||||||||||||||||||||||||
| 31 | 30 | 0.0 | 1.0 | 16.0 | 1.0 | 16.0 | 660.0 | 0.5 | 0.0 | |||||||||||||||||||||||||||||||||
| 32 | 31 | 0.0 | 1.0 | 33.0 | 1.0 | 33.0 | 693.0 | 0.5 | 0.0 | |||||||||||||||||||||||||||||||||
| 33 | 32 | 0.0 | 1.0 | 14.0 | 1.0 | 14.0 | 707.0 | 0.5 | 0.0 | |||||||||||||||||||||||||||||||||
| 34 | 33 | 0.0 | 1.0 | 16.0 | 1.0 | 16.0 | 723.0 | 0.5 | 0.0 | |||||||||||||||||||||||||||||||||
| 35 | 34 | 0.0 | 1.0 | 13.0 | 1.0 | 13.0 | 736.0 | 0.5 | 0.0 | |||||||||||||||||||||||||||||||||
| 36 | 35 | 0.0 | 1.0 | 31.0 | 1.0 | 31.0 | 767.0 | 0.5 | 0.0 | |||||||||||||||||||||||||||||||||
| 37 | 36 | 0.0 | 1.0 | 11.0 | 1.0 | 11.0 | 778.0 | 0.5 | 0.0 | |||||||||||||||||||||||||||||||||
| 38 | 37 | 0.0 | 1.0 | 22.0 | 1.0 | 22.0 | 800.0 | 0.5 | 0.0 | |||||||||||||||||||||||||||||||||
| 39 | 38 | 0.0 | 1.0 | 25.0 | 1.0 | 25.0 | 825.0 | 0.5 | 0.0 | |||||||||||||||||||||||||||||||||
| 40 | 39 | 0.0 | 1.0 | 20.0 | 1.0 | 20.0 | 845.0 | 0.5 | 0.0 | |||||||||||||||||||||||||||||||||
| 41 | 40 | 0.0 | 1.0 | 22.0 | 1.0 | 22.0 | 867.0 | 0.5 | 0.0 | |||||||||||||||||||||||||||||||||
| 42 | 41 | 0.0 | 1.0 | 49.0 | 1.0 | 49.0 | 916.0 | 0.5 | 0.0 | |||||||||||||||||||||||||||||||||
| 43 | 42 | 0.0 | 1.0 | 14.0 | 1.0 | 14.0 | 930.0 | 0.5 | 0.0 | |||||||||||||||||||||||||||||||||
| 44 | 43 | 0.0 | 1.0 | 22.0 | 1.0 | 22.0 | 952.0 | 0.5 | 0.0 | |||||||||||||||||||||||||||||||||
| 45 | 44 | 0.0 | 1.0 | 12.0 | 1.0 | 12.0 | 964.0 | 0.5 | 0.0 | |||||||||||||||||||||||||||||||||
| 46 | 45 | 0.0 | 1.0 | 20.0 | 1.0 | 20.0 | 984.0 | 0.5 | 0.0 | |||||||||||||||||||||||||||||||||
| 47 | 46 | 0.0 | 1.0 | 10.0 | 1.0 | 10.0 | 994.0 | 0.5 | 0.0 | |||||||||||||||||||||||||||||||||
| 48 | 47 | 0.0 | 1.0 | 17.0 | 1.0 | 17.0 | 1011.0 | 0.5 | 0.0 | |||||||||||||||||||||||||||||||||
| 49 | 48 | 0.0 | 1.0 | 32.0 | 1.0 | 32.0 | 1043.0 | 0.5 | 1.0 | |||||||||||||||||||||||||||||||||
| 50 | 49 | 1.0 | 0.0 | 11.0 | 1.0 | 11.0 | 1054.0 | 0.4998922 | 0.054999999999999986 | 11.0 | 0.0 | 0.062274653 | 0.09902415 | 0.24901018 | -0.03924178 | 0.011032726000000001 | 0.0 | 0.011032726000000001 | 0.011032726000000001 | |||||||||||||||||||||||
| 51 | 50 | 4.0 | 0.0 | 12.0 | 1.0 | 12.0 | 1066.0 | 0.4997745999999999 | 0.05999999999999999 | 12.0 | 0.0 | 0.034897763 | 0.05581134 | 0.13209449 | -0.012878051000000001 | 0.008997308 | 0.00321943 | 0.012216738000000001 | 0.005777878 | |||||||||||||||||||||||
| 52 | 51 | 6.0 | 0.0 | 10.0 | 1.0 | 10.0 | 1076.0 | 0.4996765999999999 | 0.05 | 10.0 | 0.0 | 0.040531524 | 0.05508575 | 0.16003178 | -0.0027102828000000003 | 0.012405331 | 0.0 | 0.012405331 | 0.012405331 | |||||||||||||||||||||||
| 53 | 52 | 9.0 | 0.0 | 12.0 | 1.0 | 12.0 | 1088.0 | 0.4995589999999998 | 0.05999999999999999 | 12.0 | 0.0 | 0.02785878 | 0.03333844 | 0.101503074 | -0.0005389545 | 0.0093114935 | 0.0015098623000000002 | 0.010821355500000001 | 0.007801631 | |||||||||||||||||||||||
| 54 | 53 | 12.0 | 0.0 | 12.0 | 1.0 | 12.0 | 1100.0 | 0.4994413999999998 | 0.05999999999999999 | 12.0 | 0.0 | 0.0397745 | 0.02938591 | 0.09237525 | 0.0012409724 | 0.009237599 | 0.00338991 | 0.0126275085 | 0.0058476883 | |||||||||||||||||||||||
| 55 | 54 | 20.0 | 0.0 | 40.0 | 1.0 | 40.0 | 1140.0 | 0.4990493999999996 | 0.2000000000000001 | 40.0 | 1.0 | 0.01363806 | 0.021115377999999997 | 0.09475700000000001 | -0.008147326 | 0.0015375314 | 0.0018017242 | 0.0047622079999999995 | 0.00018150135 | |||||||||||||||||||||||
| 56 | 55 | 29.0 | 0.0 | 44.0 | 1.0 | 44.0 | 1184.0 | 0.4986181999999994 | 0.2200000000000001 | 44.0 | 0.0 | 0.020040998 | 0.014759702 | 0.07561827 | 0.0059327655 | 0.0013208368 | 0.0018823973000000002 | 0.0058901124 | 8.486983000000001e-05 | |||||||||||||||||||||||
| 57 | 56 | 36.0 | 0.0 | 32.0 | 1.0 | 32.0 | 1216.0 | 0.4983045999999993 | 0.16000000000000006 | 32.0 | 0.0 | 0.022666422999999998 | 0.012702171000000002 | 0.05597745 | 0.008265599 | 0.0007879108 | 0.0012768777 | 0.0036184436 | 4.5144031999999994e-05 | |||||||||||||||||||||||
| 58 | 57 | 39.0 | 0.0 | 16.0 | 1.0 | 16.0 | 1232.0 | 0.4981477999999992 | 0.08 | 16.0 | 0.0 | 0.055025175 | 0.032043096 | 0.11809969 | 0.008031162 | 0.00062942586 | 0.00050951715 | 0.0011389430000000001 | 0.000119908684 | |||||||||||||||||||||||
| 59 | 58 | 41.0 | 0.0 | 11.0 | 1.0 | 11.0 | 1243.0 | 0.4980399999999992 | 0.054999999999999986 | 11.0 | 1.0 | 0.050483625 | 0.027273996000000002 | 0.098777555 | 0.007167255500000001 | 0.0027504724 | 0.0 | 0.0027504724 | 0.0027504724 | |||||||||||||||||||||||
| 60 | 59 | 43.0 | 0.0 | 10.0 | 1.0 | 10.0 | 1253.0 | 0.4979419999999991 | 0.05 | 10.0 | 0.0 | 0.058610998 | 0.024177268 | 0.08679677 | 0.007449061 | 0.0025191645 | 0.0 | 0.0025191645 | 0.0025191645 | |||||||||||||||||||||||
| 61 | 60 | 46.0 | 0.0 | 15.0 | 1.0 | 15.0 | 1268.0 | 0.497794999999999 | 0.075 | 15.0 | 0.0 | 0.026476635 | 0.011203835 | 0.03924945 | 0.007197060600000001 | 0.0017454545000000002 | 0.00077876163 | 0.0025242161999999998 | 0.00096669287 | |||||||||||||||||||||||
| 62 | 61 | 50.0 | 0.0 | 21.0 | 1.0 | 21.0 | 1289.0 | 0.497589199999999 | 0.10500000000000002 | 21.0 | 0.0 | 0.014372843 | 0.014572076000000002 | 0.05468229 | -0.00036371623999999995 | 0.0021688666 | 0.0009672392 | 0.0031917738 | 0.0008709186 | |||||||||||||||||||||||
| 63 | 62 | 54.0 | 0.0 | 21.0 | 1.0 | 21.0 | 1310.0 | 0.4973833999999989 | 0.10500000000000002 | 21.0 | 0.0 | 0.01618369 | 0.007666341 | 0.033274956 | 0.005355700400000001 | 0.0010122875 | 0.0005544410700000001 | 0.0017878598000000002 | 0.00052463653 | |||||||||||||||||||||||
| 64 | 63 | 57.0 | 0.0 | 15.0 | 1.0 | 15.0 | 1325.0 | 0.4972363999999988 | 0.075 | 15.0 | 1.0 | 0.009577285500000001 | 0.00603857 | 0.023745492000000003 | -0.0006971827 | 0.004549493 | 0.00044600665999999995 | 0.004995499699999999 | 0.0041034864 | |||||||||||||||||||||||
| 65 | 64 | 62.0 | 0.0 | 22.0 | 1.0 | 22.0 | 1347.0 | 0.4970207999999987 | 0.11000000000000004 | 22.0 | 0.0 | 0.02473601 | 0.006952064 | 0.044306062 | 0.012256876000000002 | 0.00045251765 | 0.00024291495999999998 | 0.0007282300500000001 | 0.0001456284 | |||||||||||||||||||||||
| 66 | 65 | 65.0 | 0.0 | 16.0 | 1.0 | 16.0 | 1363.0 | 0.4968639999999986 | 0.08 | 16.0 | 0.0 | 0.032271177000000005 | 0.005459129 | 0.039493900000000005 | 0.021291532999999998 | 0.00016195053 | 1.2880577e-05 | 0.00017483112 | 0.00014906997 | |||||||||||||||||||||||
| 67 | 66 | 69.0 | 0.0 | 18.0 | 1.0 | 18.0 | 1381.0 | 0.4966875999999986 | 0.09000000000000001 | 18.0 | 0.0 | 0.028619891 | 0.0076148696 | 0.04188062 | 0.008996081 | 0.00012932181999999998 | 2.2940245e-05 | 0.00016159126 | 0.000110289744 | |||||||||||||||||||||||
| 68 | 67 | 72.0 | 0.0 | 12.0 | 1.0 | 12.0 | 1393.0 | 0.4965699999999985 | 0.05999999999999999 | 12.0 | 0.0 | 0.036749955 | 0.011530132 | 0.04908541 | 0.010189549000000001 | 0.00011169798000000001 | 6.973063e-05 | 0.00018142861 | 4.196734e-05 | |||||||||||||||||||||||
| 69 | 68 | 75.0 | 0.0 | 14.0 | 1.0 | 14.0 | 1407.0 | 0.4964327999999985 | 0.06999999999999999 | 14.0 | 0.0 | 0.033716592999999996 | 0.015572841 | 0.05713401 | 0.009961922 | 0.0003863856 | 8.5178544e-05 | 0.00047156415999999996 | 0.00030120707 | |||||||||||||||||||||||
| 70 | 69 | 80.0 | 0.0 | 26.0 | 1.0 | 26.0 | 1433.0 | 0.4961779999999984 | 0.13000000000000006 | 26.0 | 1.0 | 0.027472242999999997 | 0.01708793 | 0.07287283 | 0.007864968 | 0.0007851862 | 0.00059963233 | 0.0016803873 | 0.00010696701000000001 | |||||||||||||||||||||||
| 71 | 70 | 83.0 | 0.0 | 12.0 | 1.0 | 12.0 | 1445.0 | 0.4960603999999983 | 0.05999999999999999 | 12.0 | 0.0 | 0.019421795 | 0.005951661600000001 | 0.03297189 | 0.011707946 | 0.00057773234 | 8.377494e-05 | 0.0006615072500000001 | 0.00049395737 | |||||||||||||||||||||||
| 72 | 71 | 86.0 | 0.0 | 13.0 | 1.0 | 13.0 | 1458.0 | 0.4959329999999982 | 0.06499999999999999 | 13.0 | 0.0 | 0.014248953 | 0.010207254 | 0.034114227000000004 | -0.0023027926 | 0.00016202293 | 2.2825653999999998e-05 | 0.00018484858 | 0.00013919728000000002 | |||||||||||||||||||||||
| 73 | 72 | 88.0 | 0.0 | 11.0 | 1.0 | 11.0 | 1469.0 | 0.4958251999999982 | 0.054999999999999986 | 11.0 | 0.0 | 0.018187629 | 0.012204963000000001 | 0.036795992 | -0.0038596485 | 2.0884340999999998e-05 | 0.0 | 2.0884340999999998e-05 | 2.0884340999999998e-05 | |||||||||||||||||||||||
| 74 | 73 | 92.0 | 0.0 | 19.0 | 1.0 | 19.0 | 1488.0 | 0.4956389999999981 | 0.095 | 19.0 | 0.0 | 0.014289401 | 0.007216395 | 0.034914758 | 0.0033800683 | 0.00023279396 | 7.812706e-05 | 0.00028844667 | 0.00012230662 | |||||||||||||||||||||||
| 75 | 74 | 96.0 | 0.0 | 20.0 | 1.0 | 20.0 | 1508.0 | 0.49544299999999797 | 0.10000000000000002 | 20.0 | 0.0 | 0.021997571 | 0.0050014006 | 0.035635963 | 0.01110219 | 0.00015075648999999998 | 8.532056e-05 | 0.00026261622999999997 | 5.5648256e-05 | |||||||||||||||||||||||
| 76 | 75 | 101.0 | 0.0 | 25.0 | 1.0 | 25.0 | 1533.0 | 0.4951979999999979 | 0.12500000000000006 | 25.0 | 0.0 | 0.026235263999999998 | 0.009120366999999999 | 0.05070948 | 0.012855866 | 0.00023464048 | 0.0001126818 | 0.00036690633999999996 | 6.202230999999999e-05 | |||||||||||||||||||||||
| 77 | 76 | 108.0 | 0.0 | 32.0 | 1.0 | 32.0 | 1565.0 | 0.4948843999999978 | 0.16000000000000006 | 32.0 | 0.0 | 0.03379905 | 0.013426914 | 0.08862794 | 0.01237555 | 0.00060538197 | 0.0005709418 | 0.0016956496 | 0.00010383911 | |||||||||||||||||||||||
| 78 | 77 | 111.0 | 0.0 | 14.0 | 1.0 | 14.0 | 1579.0 | 0.4947471999999977 | 0.06999999999999999 | 14.0 | 0.0 | 0.029564597 | 0.009450827 | 0.03754313 | 0.013608134 | 0.00042712432 | 0.00020748751 | 0.0006346118 | 0.0002196368 | |||||||||||||||||||||||
| 79 | 78 | 115.0 | 0.0 | 20.0 | 1.0 | 20.0 | 1599.0 | 0.4945511999999976 | 0.10000000000000002 | 20.0 | 0.0 | 0.034250997000000005 | 0.0074428557 | 0.043000955 | 0.015200511000000002 | 0.00023787747000000002 | 0.00014916582000000002 | 0.00044641263 | 0.00010603316 | |||||||||||||||||||||||
| 80 | 79 | 119.0 | 0.0 | 20.0 | 1.0 | 20.0 | 1619.0 | 0.4943551999999976 | 0.10000000000000002 | 20.0 | 0.0 | 0.037968606 | 0.0105805835 | 0.05477163 | 0.017084163 | 0.0005965905 | 0.00063346303 | 0.0014866703 | 6.362089e-05 | |||||||||||||||||||||||
| 81 | 80 | 122.0 | 0.0 | 13.0 | 1.0 | 13.0 | 1632.0 | 0.4942277999999975 | 0.06499999999999999 | 13.0 | 0.0 | 0.034611836 | 0.008449742 | 0.047300138 | 0.014525633999999999 | 0.00031445306 | 0.00011410883599999999 | 0.00042856190000000003 | 0.00020034424 | |||||||||||||||||||||||
| 82 | 81 | 124.0 | 0.0 | 9.0 | 1.0 | 9.0 | 1641.0 | 0.4941395999999975 | 0.045 | 9.0 | 1.0 | 0.03471546 | 0.0039649843 | 0.04077712 | 0.030311827000000003 | 0.00036460029999999997 | 0.0 | 0.00036460029999999997 | 0.00036460029999999997 | |||||||||||||||||||||||
| 83 | 82 | 126.0 | 0.0 | 9.0 | 1.0 | 9.0 | 1650.0 | 0.4940513999999974 | 0.045 | 9.0 | 0.0 | 0.035729606000000004 | 0.010836812 | 0.051989045 | 0.021136573 | 0.0001210111 | 0.0 | 0.0001210111 | 0.0001210111 | |||||||||||||||||||||||
| 84 | 83 | 130.0 | 0.0 | 17.0 | 1.0 | 17.0 | 1667.0 | 0.4938847999999974 | 0.085 | 17.0 | 0.0 | 0.020726803999999998 | 0.012147652 | 0.044912897 | 0.0016988898000000001 | 0.0006530908999999999 | 0.00039034489999999997 | 0.0011489585 | 0.00019506133999999998 | |||||||||||||||||||||||
| 85 | 84 | 133.0 | 0.0 | 12.0 | 1.0 | 12.0 | 1679.0 | 0.4937671999999973 | 0.05999999999999999 | 12.0 | 0.0 | 0.023734143 | 0.0062035415000000005 | 0.040554423 | 0.01586273 | 0.0006718815 | 0.00028149560000000003 | 0.0009533771000000001 | 0.00039038592000000005 | |||||||||||||||||||||||
| 86 | 85 | 137.0 | 0.0 | 19.0 | 1.0 | 19.0 | 1698.0 | 0.4935809999999972 | 0.095 | 19.0 | 0.0 | 0.028037045 | 0.006975019399999999 | 0.042223126 | 0.019934177 | 0.00050998403 | 0.000111021276 | 0.0006665008 | 0.00042098097 | |||||||||||||||||||||||
| 87 | 86 | 140.0 | 0.0 | 16.0 | 1.0 | 16.0 | 1714.0 | 0.4934241999999972 | 0.08 | 16.0 | 1.0 | 0.030831844 | 0.010596574 | 0.048945323 | 0.0074705477 | 0.00035424397000000004 | 1.187461e-05 | 0.0003661186 | 0.00034236937000000007 | |||||||||||||||||||||||
| 88 | 87 | 146.0 | 0.0 | 31.0 | 1.0 | 31.0 | 1745.0 | 0.493120399999997 | 0.15500000000000005 | 31.0 | 0.0 | 0.036553547 | 0.012951748 | 0.07469493 | 0.015122538999999999 | 0.0004475746 | 0.000332618 | 0.0011017153 | 0.00019484265 | |||||||||||||||||||||||
| 89 | 88 | 152.0 | 0.0 | 27.0 | 1.0 | 27.0 | 1772.0 | 0.4928557999999969 | 0.13500000000000004 | 27.0 | 0.0 | 0.03878607 | 0.013627638999999999 | 0.06721571 | 0.016022462 | 0.000551591 | 0.00034830605999999997 | 0.0011975224 | 0.00013904004 | |||||||||||||||||||||||
| 90 | 89 | 156.0 | 0.0 | 18.0 | 1.0 | 18.0 | 1790.0 | 0.4926793999999968 | 0.09000000000000001 | 18.0 | 0.0 | 0.04485029 | 0.0075223072999999994 | 0.059429865 | 0.03261546 | 0.00025722108 | 0.0002076458 | 0.0005362731 | 3.8495058e-05 | |||||||||||||||||||||||
| 91 | 90 | 158.0 | 0.0 | 11.0 | 1.0 | 11.0 | 1801.0 | 0.4925715999999968 | 0.054999999999999986 | 11.0 | 0.0 | 0.04484375 | 0.009403785 | 0.06294595 | 0.026498534 | 6.840006e-05 | 0.0 | 6.840006e-05 | 6.840006e-05 | |||||||||||||||||||||||
| 92 | 91 | 160.0 | 0.0 | 9.0 | 1.0 | 9.0 | 1810.0 | 0.4924833999999968 | 0.045 | 9.0 | 0.0 | 0.043950588 | 0.009944328 | 0.061400252999999995 | 0.02960994 | 0.0004917777 | 0.0 | 0.0004917777 | 0.0004917777 | |||||||||||||||||||||||
| 93 | 92 | 163.0 | 0.0 | 14.0 | 1.0 | 14.0 | 1824.0 | 0.4923461999999967 | 0.06999999999999999 | 14.0 | 0.0 | 0.031559672000000004 | 0.017039383 | 0.06028141 | 0.0036818609 | 0.00044631894 | 0.00016360213 | 0.00060992106 | 0.0002827168 | |||||||||||||||||||||||
| 94 | 93 | 166.0 | 0.0 | 13.0 | 1.0 | 13.0 | 1837.0 | 0.4922187999999966 | 0.06499999999999999 | 13.0 | 1.0 | 0.028978572999999997 | 0.01928819 | 0.059249736 | -0.01305076 | 0.00084745674 | 0.0003051701 | 0.0011526268 | 0.0005422866 | |||||||||||||||||||||||
| 95 | 94 | 169.0 | 0.0 | 12.0 | 1.0 | 12.0 | 1849.0 | 0.4921011999999966 | 0.05999999999999999 | 12.0 | 0.0 | 0.020316655 | 0.022350013 | 0.059896264000000005 | -0.016872058 | 0.00025267355 | 0.00013417048 | 0.00038684404 | 0.00011850308 | |||||||||||||||||||||||
| 96 | 95 | 171.0 | 0.0 | 10.0 | 1.0 | 10.0 | 1859.0 | 0.4920031999999965 | 0.05 | 10.0 | 0.0 | 0.028714571 | 0.020813433 | 0.05635605 | -0.0090506235 | 1.937177e-05 | 0.0 | 1.937177e-05 | 1.937177e-05 | |||||||||||||||||||||||
| 97 | 96 | 174.0 | 0.0 | 14.0 | 1.0 | 14.0 | 1873.0 | 0.4918659999999965 | 0.06999999999999999 | 14.0 | 0.0 | 0.034024663 | 0.018282866000000002 | 0.06406672 | 0.003319032 | 0.0005817088 | 0.00038175765 | 0.0009634664999999999 | 0.00019995113999999998 | |||||||||||||||||||||||
| 98 | 97 | 177.0 | 0.0 | 16.0 | 1.0 | 16.0 | 1889.0 | 0.4917091999999964 | 0.08 | 16.0 | 0.0 | 0.029175233 | 0.01732281 | 0.059409335 | 0.0032497034 | 0.00039632160000000003 | 9.007272000000001e-06 | 0.00040532887000000004 | 0.00038731432999999997 | |||||||||||||||||||||||
| 99 | 98 | 181.0 | 0.0 | 18.0 | 1.0 | 18.0 | 1907.0 | 0.4915327999999963 | 0.09000000000000001 | 18.0 | 0.0 | 0.04023723 | 0.013363513999999998 | 0.06023162 | 0.023030426 | 0.00053108094 | 0.00030047816000000003 | 0.00090763974 | 0.00017226323 | |||||||||||||||||||||||
| 100 | 99 | 184.0 | 0.0 | 14.0 | 1.0 | 14.0 | 1921.0 | 0.4913955999999962 | 0.06999999999999999 | 14.0 | 0.0 | 0.036902353 | 0.00759855 | 0.05584512 | 0.024058796 | 0.00014830334 | 1.022459e-05 | 0.00015852792 | 0.00013807874 | |||||||||||||||||||||||
| 101 | 100 | 188.0 | 0.0 | 20.0 | 1.0 | 20.0 | 1941.0 | 0.4911995999999962 | 0.10000000000000002 | 20.0 | 0.0 | 0.04258063 | 0.012270989 | 0.070786 | 0.02179568 | 0.00042747449999999996 | 0.0002957668 | 0.0008388811999999999 | 0.00015638456 | |||||||||||||||||||||||
| 102 | 101 | 195.0 | 0.0 | 34.0 | 1.0 | 34.0 | 1975.0 | 0.490866399999996 | 0.17000000000000007 | 34.0 | 1.0 | 0.050654903 | 0.010542886000000001 | 0.08544571 | 0.030306273999999998 | 0.00041807446000000005 | 0.0002843964 | 0.0009340899400000001 | 0.00012322987 | |||||||||||||||||||||||
| 103 | 102 | 210.0 | 0.0 | 72.0 | 1.0 | 72.0 | 2047.0 | 0.4901607999999957 | 0.3600000000000002 | 72.0 | 0.0 | 0.061797664 | 0.013618158 | 0.09576105 | 0.03442739 | 0.0005868251000000001 | 0.0007219988 | 0.0026753268 | 3.4546407e-05 | |||||||||||||||||||||||
| 104 | 103 | 215.0 | 0.0 | 26.0 | 1.0 | 26.0 | 2073.0 | 0.4899059999999956 | 0.13000000000000006 | 26.0 | 0.0 | 0.049711 | 0.010002933 | 0.070586555 | 0.028895417000000003 | 0.00026828132 | 0.00017450532 | 0.00056831335 | 0.00014217694 | |||||||||||||||||||||||
| 105 | 104 | 220.0 | 0.0 | 26.0 | 1.0 | 26.0 | 2099.0 | 0.4896511999999955 | 0.13000000000000006 | 26.0 | 0.0 | 0.059337173 | 0.01573726 | 0.093184404 | 0.032918904 | 0.00052722695 | 0.0003163441 | 0.0010563628 | 0.00024879674 | |||||||||||||||||||||||
| 106 | 105 | 224.0 | 0.0 | 20.0 | 1.0 | 20.0 | 2119.0 | 0.4894551999999954 | 0.10000000000000002 | 20.0 | 0.0 | 0.057208247000000004 | 0.007061043299999999 | 0.06909062 | 0.044186227 | 0.00011526438 | 4.2692875000000004e-05 | 0.00015815668 | 5.7018640000000006e-05 | |||||||||||||||||||||||
| 107 | 106 | 230.0 | 0.0 | 30.0 | 1.0 | 30.0 | 2149.0 | 0.4891611999999953 | 0.15000000000000005 | 30.0 | 0.0 | 0.05491659 | 0.010366664 | 0.07296484 | 0.03379207 | 0.00023937004 | 0.00017783871999999998 | 0.00049187837 | 4.4122407e-05 | |||||||||||||||||||||||
| 108 | 107 | 237.0 | 0.0 | 33.0 | 1.0 | 33.0 | 2182.0 | 0.4888377999999952 | 0.16500000000000006 | 33.0 | 0.0 | 0.058666006 | 0.009967794 | 0.07730768 | 0.039543483 | 0.00038435115 | 0.00043028482000000005 | 0.0011657347 | 2.270754e-05 | |||||||||||||||||||||||
| 109 | 108 | 240.0 | 0.0 | 16.0 | 1.0 | 16.0 | 2198.0 | 0.4886809999999951 | 0.08 | 16.0 | 0.0 | 0.05942389 | 0.009574023000000001 | 0.07189306 | 0.042786807 | 6.7978435e-05 | 4.109169e-05 | 0.000109070126 | 2.6886743999999998e-05 | |||||||||||||||||||||||
| 110 | 109 | 243.0 | 0.0 | 13.0 | 1.0 | 13.0 | 2211.0 | 0.488553599999995 | 0.06499999999999999 | 13.0 | 0.0 | 0.05857734 | 0.0064396784 | 0.072576374 | 0.05165286400000001 | 9.7275406e-05 | 4.8539790000000005e-05 | 0.0001458152 | 4.8735616e-05 | |||||||||||||||||||||||
| 111 | 110 | 246.0 | 0.0 | 16.0 | 1.0 | 16.0 | 2227.0 | 0.488396799999995 | 0.08 | 16.0 | 0.0 | 0.05877322 | 0.008764894 | 0.07402004 | 0.046983454 | 0.0001615918 | 1.837669e-05 | 0.00017996848000000003 | 0.0001432151 | |||||||||||||||||||||||
| 112 | 111 | 250.0 | 0.0 | 21.0 | 1.0 | 21.0 | 2248.0 | 0.4881909999999949 | 0.10500000000000002 | 21.0 | 0.0 | 0.046592347 | 0.013540146999999999 | 0.072764724 | 0.026698178 | 0.00030579822 | 7.735553e-05 | 0.0003927246 | 0.00020481400000000002 | |||||||||||||||||||||||
| 113 | 112 | 254.0 | 0.0 | 17.0 | 1.0 | 17.0 | 2265.0 | 0.4880243999999948 | 0.085 | 17.0 | 0.0 | 0.047707345 | 0.017602706 | 0.07550243 | 0.022666647999999998 | 0.00021016689999999997 | 0.00017749528000000003 | 0.0004599635400000001 | 6.386574400000001e-05 | |||||||||||||||||||||||
| 114 | 113 | 257.0 | 0.0 | 15.0 | 1.0 | 15.0 | 2280.0 | 0.4878773999999947 | 0.075 | 15.0 | 0.0 | 0.044273507000000004 | 0.019374046000000002 | 0.07948855 | 0.018910475 | 0.00010345156 | 1.8617862e-05 | 0.000122069425 | 8.483370000000001e-05 | |||||||||||||||||||||||
| 115 | 114 | 260.0 | 0.0 | 12.0 | 1.0 | 12.0 | 2292.0 | 0.4877597999999947 | 0.05999999999999999 | 12.0 | 0.0 | 0.037239116 | 0.016105518 | 0.069842815 | 0.011691382 | 0.000120568606 | 6.764963999999999e-05 | 0.00018821826 | 5.2918959999999997e-05 | |||||||||||||||||||||||
| 116 | 115 | 265.0 | 0.0 | 23.0 | 1.0 | 23.0 | 2315.0 | 0.4875343999999946 | 0.11500000000000005 | 23.0 | 0.0 | 0.046821427 | 0.017390525 | 0.07869904 | 0.0038081587 | 0.00016514904999999998 | 9.874123499999999e-05 | 0.00031111902000000003 | 3.8645856e-05 | |||||||||||||||||||||||
| 117 | 116 | 268.0 | 0.0 | 14.0 | 1.0 | 14.0 | 2329.0 | 0.4873971999999945 | 0.06999999999999999 | 14.0 | 1.0 | 0.042368736 | 0.013523823 | 0.06995319 | 0.019495273 | 6.6977744e-05 | 4.8545459999999995e-05 | 0.0001155232 | 1.8432285e-05 | |||||||||||||||||||||||
| 118 | 117 | 273.0 | 0.0 | 22.0 | 1.0 | 22.0 | 2351.0 | 0.4871815999999944 | 0.11000000000000004 | 22.0 | 0.0 | 0.05281142 | 0.014408503000000001 | 0.07543151 | 0.012015969 | 0.000107274485 | 6.256034000000001e-05 | 0.0001997222 | 2.7553495e-05 | |||||||||||||||||||||||
| 119 | 118 | 285.0 | 0.0 | 57.0 | 1.0 | 57.0 | 2408.0 | 0.4866229999999942 | 0.2850000000000001 | 57.0 | 0.0 | 0.053070523 | 0.017847246 | 0.08636184 | 0.009732008 | 0.00017110116999999997 | 0.00020837974 | 0.0006597388 | 1.6494324999999997e-05 | |||||||||||||||||||||||
| 120 | 119 | 290.0 | 0.0 | 26.0 | 1.0 | 26.0 | 2434.0 | 0.4863681999999941 | 0.13000000000000006 | 26.0 | 1.0 | 0.057094302 | 0.015595083000000001 | 0.08312531599999999 | 0.027594734 | 0.00010381322 | 0.000110191235 | 0.00028971734 | 2.0641684e-05 | |||||||||||||||||||||||
| 121 | 120 | 293.0 | 0.0 | 15.0 | 1.0 | 15.0 | 2449.0 | 0.48622119999999397 | 0.075 | 15.0 | 0.0 | 0.0499119 | 0.017795316999999998 | 0.07518704 | 0.017622753999999997 | 2.488569e-05 | 9.836114e-06 | 3.4721805e-05 | 1.5049575e-05 | |||||||||||||||||||||||
| 122 | 121 | 298.0 | 0.0 | 23.0 | 1.0 | 23.0 | 2472.0 | 0.4859957999999939 | 0.11500000000000005 | 23.0 | 0.0 | 0.058697585 | 0.017457135 | 0.08451969 | 0.02841742 | 0.00012782167 | 0.00010414324 | 0.00030531950000000003 | 3.8387934e-05 | |||||||||||||||||||||||
| 123 | 122 | 301.0 | 0.0 | 15.0 | 1.0 | 15.0 | 2487.0 | 0.4858487999999938 | 0.075 | 15.0 | 0.0 | 0.0552615 | 0.019154256 | 0.08169011 | 0.018608367 | 0.00022156691000000002 | 2.0531523e-05 | 0.00024209842 | 0.00020103538000000002 | |||||||||||||||||||||||
| 124 | 123 | 304.0 | 0.0 | 16.0 | 1.0 | 16.0 | 2503.0 | 0.4856919999999938 | 0.08 | 16.0 | 0.0 | 0.054181885 | 0.016867822 | 0.08050032 | 0.022884147 | 6.851595e-05 | 1.7136699e-07 | 6.868732e-05 | 6.834458000000001e-05 | |||||||||||||||||||||||
| 125 | 124 | 309.0 | 0.0 | 22.0 | 1.0 | 22.0 | 2525.0 | 0.4854763999999937 | 0.11000000000000004 | 22.0 | 0.0 | 0.05893303 | 0.018508013 | 0.08677821 | 0.016544772 | 0.0003516929 | 0.0002379405 | 0.0007581198 | 0.00018284476 | |||||||||||||||||||||||
| 126 | 125 | 312.0 | 0.0 | 13.0 | 1.0 | 13.0 | 2538.0 | 0.4853489999999937 | 0.06499999999999999 | 13.0 | 0.0 | 0.05404391 | 0.01851268 | 0.083713405 | 0.023450593999999998 | 0.00010490361000000001 | 2.9302577e-05 | 0.00013420619 | 7.5601034e-05 | |||||||||||||||||||||||
| 127 | 126 | 315.0 | 0.0 | 15.0 | 1.0 | 15.0 | 2553.0 | 0.4852019999999936 | 0.075 | 15.0 | 0.0 | 0.05097695 | 0.022761406 | 0.0853803 | 0.015047939 | 0.00013773428999999999 | 8.094499e-05 | 0.00021867927000000003 | 5.6789292999999996e-05 | |||||||||||||||||||||||
| 128 | 127 | 317.0 | 0.0 | 11.0 | 1.0 | 11.0 | 2564.0 | 0.4850941999999936 | 0.054999999999999986 | 11.0 | 0.0 | 0.04778477 | 0.022113342 | 0.08347946 | 0.016834266 | 6.184006e-05 | 0.0 | 6.184006e-05 | 6.184006e-05 | |||||||||||||||||||||||
| 129 | 128 | 320.0 | 0.0 | 13.0 | 1.0 | 13.0 | 2577.0 | 0.4849667999999935 | 0.06499999999999999 | 13.0 | 0.0 | 0.034391653 | 0.023233293 | 0.08398256 | 0.0076751737 | 0.00017113096 | 4.4157749999999996e-05 | 0.0002152887 | 0.0001269732 | |||||||||||||||||||||||
| 130 | 129 | 323.0 | 0.0 | 12.0 | 1.0 | 12.0 | 2589.0 | 0.4848491999999934 | 0.05999999999999999 | 12.0 | 0.0 | 0.04501728 | 0.024090527999999996 | 0.080311276 | 0.008408124 | 0.00027364113999999996 | 7.805340000000001e-05 | 0.00035169453 | 0.00019558772000000002 | |||||||||||||||||||||||
| 131 | 130 | 326.0 | 0.0 | 14.0 | 1.0 | 14.0 | 2603.0 | 0.4847119999999934 | 0.06999999999999999 | 14.0 | 0.0 | 0.040385436000000004 | 0.02453733 | 0.08298689 | 0.0044263294 | 0.00018383387999999998 | 3.848406e-05 | 0.00022231794999999998 | 0.00014534983 | |||||||||||||||||||||||
| 132 | 131 | 330.0 | 0.0 | 20.0 | 1.0 | 20.0 | 2623.0 | 0.4845159999999933 | 0.10000000000000002 | 20.0 | 0.0 | 0.05127176 | 0.02683791 | 0.08676888 | 0.0036088034999999996 | 0.000339702 | 0.00014971258999999998 | 0.00052941655 | 0.00016343784 | |||||||||||||||||||||||
| 133 | 132 | 334.0 | 0.0 | 18.0 | 1.0 | 18.0 | 2641.0 | 0.4843395999999932 | 0.09000000000000001 | 18.0 | 1.0 | 0.047121345999999995 | 0.015869537 | 0.07840227 | 0.020837616 | 9.614050999999999e-05 | 2.6810419999999998e-05 | 0.00011539883 | 5.8226450000000006e-05 | |||||||||||||||||||||||
| 134 | 133 | 339.0 | 0.0 | 22.0 | 1.0 | 22.0 | 2663.0 | 0.4841239999999931 | 0.11000000000000004 | 22.0 | 0.0 | 0.049673934 | 0.018596755 | 0.08345562 | 0.011310138999999999 | 4.5117740000000006e-05 | 3.1285166e-05 | 9.055742e-05 | 1.0535924e-05 | |||||||||||||||||||||||
| 135 | 134 | 343.0 | 0.0 | 19.0 | 1.0 | 19.0 | 2682.0 | 0.483937799999993 | 0.095 | 19.0 | 0.0 | 0.050729413 | 0.019625634 | 0.08110624599999999 | 0.0023736982 | 9.0105255e-05 | 9.246079e-05 | 0.00022085701000000002 | 2.3512260000000002e-05 | |||||||||||||||||||||||
| 136 | 135 | 347.0 | 0.0 | 20.0 | 1.0 | 20.0 | 2702.0 | 0.483741799999993 | 0.10000000000000002 | 20.0 | 0.0 | 0.05056224 | 0.018800614 | 0.082556054 | 0.022650477000000002 | 9.192014000000001e-05 | 6.9933114e-05 | 0.00017971519 | 8.589341e-06 | |||||||||||||||||||||||
| 137 | 136 | 354.0 | 0.0 | 33.0 | 1.0 | 33.0 | 2735.0 | 0.4834183999999928 | 0.16500000000000006 | 33.0 | 1.0 | 0.06126548 | 0.019758493000000002 | 0.09819555 | 0.012504294499999999 | 0.00089500676 | 0.0014383983 | 0.0040583033 | 1.2226765e-05 | |||||||||||||||||||||||
| 138 | 137 | 363.0 | 0.0 | 45.0 | 1.0 | 45.0 | 2780.0 | 0.4829773999999926 | 0.2250000000000001 | 45.0 | 0.0 | 0.058760777 | 0.017377721000000002 | 0.08989162 | 0.026967033999999997 | 0.00018491951000000002 | 0.00012990911000000001 | 0.00036147307 | 2.8908184999999998e-05 | |||||||||||||||||||||||
| 139 | 138 | 366.0 | 0.0 | 15.0 | 1.0 | 15.0 | 2795.0 | 0.4828303999999926 | 0.075 | 15.0 | 0.0 | 0.098113395 | 0.018473007 | 0.13569354 | 0.07307999 | 0.0012770436 | 0.001166718 | 0.0024437616000000002 | 0.00011032559 | |||||||||||||||||||||||
| 140 | 139 | 371.0 | 0.0 | 26.0 | 1.0 | 26.0 | 2821.0 | 0.4825755999999925 | 0.13000000000000006 | 26.0 | 1.0 | 0.05088113 | 0.013483196499999999 | 0.07874907 | 0.019971712 | 0.00019776549 | 0.0001771027 | 0.0004974148 | 3.705326e-05 | |||||||||||||||||||||||
| 141 | 140 | 384.0 | 0.0 | 62.0 | 1.0 | 62.0 | 2883.0 | 0.4819679999999922 | 0.31000000000000016 | 62.0 | 0.0 | 0.05729677 | 0.017892601 | 0.10956501 | 0.020480921000000003 | 0.00035458998 | 0.00037863053 | 0.0012010853999999999 | 2.9524373999999997e-05 | |||||||||||||||||||||||
| 142 | 141 | 412.0 | 0.0 | 137.0 | 1.0 | 137.0 | 3020.0 | 0.4806253999999916 | 0.6850000000000005 | 137.0 | 1.0 | 0.08412659 | 0.019599987 | 0.11152123 | 0.026663017999999997 | 0.00028264886 | 0.000298862 | 0.0012582904 | 3.423791e-05 | |||||||||||||||||||||||
| 143 | 142 | 421.0 | 0.0 | 42.0 | 1.0 | 42.0 | 3062.0 | 0.4802137999999914 | 0.2100000000000001 | 42.0 | 0.0 | 0.076440915 | 0.024967967 | 0.11363439 | 0.025983813999999997 | 0.00016414883000000002 | 0.00016965547999999998 | 0.00055248686 | 1.7945282e-06 | |||||||||||||||||||||||
| 144 | 143 | 427.0 | 0.0 | 30.0 | 1.0 | 30.0 | 3092.0 | 0.4799197999999913 | 0.15000000000000005 | 30.0 | 0.0 | 0.069931544 | 0.020163272 | 0.10290085 | 0.032777123 | 8.672161500000001e-05 | 4.0307090000000005e-05 | 0.00013322735000000001 | 2.6073092e-05 | |||||||||||||||||||||||
| 145 | 144 | 435.0 | 0.0 | 41.0 | 1.0 | 41.0 | 3133.0 | 0.4795179999999911 | 0.2050000000000001 | 41.0 | 1.0 | 0.07052806 | 0.022068900000000002 | 0.12045513 | 0.031001069 | 0.0006598565400000001 | 0.00089636457 | 0.0026549309999999997 | 7.3109654e-06 | |||||||||||||||||||||||
| 146 | 145 | 454.0 | 0.0 | 96.0 | 1.0 | 96.0 | 3229.0 | 0.4785771999999907 | 0.4800000000000003 | 96.0 | 0.0 | 0.091084845 | 0.022628743 | 0.19507556 | 0.059708804000000004 | 0.0007366556 | 0.0011895037 | 0.0053422553 | 1.6394886e-05 | |||||||||||||||||||||||
| 147 | 146 | 460.0 | 0.0 | 29.0 | 1.0 | 29.0 | 3258.0 | 0.4782929999999906 | 0.14500000000000005 | 29.0 | 0.0 | 0.10373229 | 0.006661595 | 0.12473232 | 0.08997922400000001 | 0.00031863842999999996 | 0.00034480335 | 0.0010016443 | 8.8017594e-05 | |||||||||||||||||||||||
| 148 | 147 | 462.0 | 0.0 | 9.0 | 1.0 | 9.0 | 3267.0 | 0.4782047999999906 | 0.045 | 9.0 | 0.0 | 0.08727342 | 0.015154856000000001 | 0.102997966 | 0.056964185 | 0.0006735644400000001 | 0.0 | 0.0006735644400000001 | 0.0006735644400000001 | |||||||||||||||||||||||
| 149 | 148 | 477.0 | 0.0 | 72.0 | 1.0 | 72.0 | 3339.0 | 0.4774991999999902 | 0.3600000000000002 | 72.0 | 1.0 | 0.11438548 | 0.026855586 | 0.16421483 | 0.04900232 | 0.00095523853 | 0.0014493307 | 0.0045953547 | 6.705490999999999e-06 | |||||||||||||||||||||||
| 150 | 149 | 480.0 | 0.0 | 12.0 | 1.0 | 12.0 | 3351.0 | 0.4773815999999902 | 0.05999999999999999 | 12.0 | 0.0 | 0.12258901400000001 | 0.021373088 | 0.14838421 | 0.07569738 | 0.00030986517 | 0.00017440790000000002 | 0.00048427307 | 0.00013545726 | |||||||||||||||||||||||
| 151 | 150 | 483.0 | 0.0 | 12.0 | 1.0 | 12.0 | 3363.0 | 0.4772639999999901 | 0.05999999999999999 | 12.0 | 0.0 | 0.08798806 | 0.028111933 | 0.12336559999999999 | 0.025338512 | 0.0006279482 | 0.00037549699999999997 | 0.0010034452 | 0.0002524512 | |||||||||||||||||||||||
| 152 | 151 | 494.0 | 0.0 | 55.0 | 1.0 | 55.0 | 3418.0 | 0.4767249999999899 | 0.2750000000000001 | 55.0 | 1.0 | 0.079344876 | 0.0198504 | 0.125574 | 0.036707323 | 0.00047431085999999996 | 0.00042353204000000007 | 0.0014024642 | 7.111524e-05 | |||||||||||||||||||||||
| 153 | 152 | 504.0 | 0.0 | 51.0 | 1.0 | 51.0 | 3469.0 | 0.4762251999999897 | 0.2550000000000001 | 51.0 | 1.0 | 0.09674306 | 0.03767942 | 0.12775916 | -0.038622137 | 0.0013770023 | 0.0015286376 | 0.0052293525 | 0.000112514965 | |||||||||||||||||||||||
| 154 | 153 | 530.0 | 0.0 | 130.0 | 1.0 | 130.0 | 3599.0 | 0.4749511999999891 | 0.6500000000000005 | 130.0 | 1.0 | 0.09873441 | 0.024637252000000002 | 0.15497020000000003 | 0.025600228 | 0.00025189284 | 0.00027523669999999996 | 0.0013090825 | 2.8239247e-05 | |||||||||||||||||||||||
| 155 | 154 | 547.0 | 0.0 | 82.0 | 1.0 | 82.0 | 3681.0 | 0.4741475999999888 | 0.41000000000000025 | 82.0 | 1.0 | 0.10688832 | 0.026388277999999998 | 0.14729568 | 0.006453336 | 0.00036866323 | 0.00050192093 | 0.0021669483 | 8.2771905e-05 | |||||||||||||||||||||||
| 156 | 155 | 564.0 | 0.0 | 86.0 | 1.0 | 86.0 | 3767.0 | 0.4733047999999884 | 0.43000000000000027 | 86.0 | 0.0 | 0.11620530000000001 | 0.034855984 | 0.16211295 | 0.0035928348 | 0.00046341510000000004 | 0.0007394086999999999 | 0.0031009484 | 6.654568e-05 | |||||||||||||||||||||||
| 157 | 156 | 572.0 | 0.0 | 38.0 | 1.0 | 38.0 | 3805.0 | 0.4729323999999882 | 0.19000000000000009 | 38.0 | 1.0 | 0.10400392 | 0.03731232 | 0.14340952 | 0.002980393 | 0.00042369 | 0.0002492503 | 0.0007190835300000001 | 2.9131563e-05 | |||||||||||||||||||||||
| 158 | 157 | 583.0 | 0.0 | 55.0 | 1.0 | 55.0 | 3860.0 | 0.472393399999988 | 0.2750000000000001 | 55.0 | 0.0 | 0.12654574 | 0.028150762000000003 | 0.16057411 | 0.06119505 | 0.0005011983400000001 | 0.00059273577 | 0.0019558475 | 5.1916790000000003e-05 | |||||||||||||||||||||||
| 159 | 158 | 594.0 | 0.0 | 52.0 | 1.0 | 52.0 | 3912.0 | 0.4718837999999878 | 0.2600000000000001 | 52.0 | 0.0 | 0.11453839 | 0.025783116000000002 | 0.14820668 | 0.02872295 | 0.00046588322999999995 | 0.00050668337 | 0.0016446644 | 2.4622697e-05 | |||||||||||||||||||||||
| 160 | 159 | 600.0 | 0.0 | 28.0 | 1.0 | 28.0 | 3940.0 | 0.4716093999999877 | 0.14000000000000004 | 28.0 | 1.0 | 0.10356771 | 0.025387332000000002 | 0.15480413 | 0.054046847 | 0.00039820660000000006 | 0.00027549759999999997 | 0.00071256637 | 5.4365242e-05 | |||||||||||||||||||||||
| 161 | 160 | 602.0 | 0.0 | 11.0 | 1.0 | 11.0 | 3951.0 | 0.4715015999999877 | 0.054999999999999986 | 11.0 | 0.0 | 0.09178739999999999 | 0.049140517 | 0.15996155 | 0.0021049283 | 0.00071691483 | 0.0 | 0.00071691483 | 0.00071691483 | |||||||||||||||||||||||
| 162 | 161 | 604.0 | 0.0 | 10.0 | 1.0 | 10.0 | 3961.0 | 0.4714035999999876 | 0.05 | 10.0 | 1.0 | 0.095546745 | 0.052826297 | 0.16513088 | -0.005992015 | 0.0017487495000000001 | 0.0 | 0.0017487495000000001 | 0.0017487495000000001 | |||||||||||||||||||||||
| 163 | 162 | 627.0 | 0.0 | 114.0 | 1.0 | 114.0 | 4075.0 | 0.4702863999999871 | 0.5700000000000004 | 114.0 | 0.0 | 0.12507029 | 0.036338307 | 0.20105723 | -0.02222111 | 0.0007370571000000001 | 0.0006997392599999999 | 0.0022601965 | 1.1176383e-05 | |||||||||||||||||||||||
| 164 | 163 | 640.0 | 0.0 | 66.0 | 1.0 | 66.0 | 4141.0 | 0.4696395999999868 | 0.3300000000000002 | 66.0 | 1.0 | 0.119342394 | 0.020672917 | 0.1604892 | 0.062471062 | 0.00029469348 | 0.00029755145 | 0.0010684015 | 2.7497424999999997e-05 | |||||||||||||||||||||||
| 165 | 164 | 645.0 | 0.0 | 25.0 | 1.0 | 25.0 | 4166.0 | 0.4693945999999867 | 0.12500000000000006 | 25.0 | 0.0 | 0.10629422 | 0.023442585 | 0.17118803 | 0.061965317 | 0.0015735804000000001 | 0.0010943633 | 0.0029782695 | 0.00047524556 | |||||||||||||||||||||||
| 166 | 165 | 647.0 | 0.0 | 10.0 | 1.0 | 10.0 | 4176.0 | 0.4692965999999867 | 0.05 | 10.0 | 0.0 | 0.09724002 | 0.040673636 | 0.16054246 | 0.03043182 | 0.00190395 | 0.0 | 0.00190395 | 0.00190395 | |||||||||||||||||||||||
| 167 | 166 | 655.0 | 0.0 | 38.0 | 1.0 | 38.0 | 4214.0 | 0.4689241999999865 | 0.19000000000000009 | 38.0 | 1.0 | 0.10298601 | 0.030060276 | 0.15559208 | 0.037651274 | 0.0007150689 | 0.0006322098000000001 | 0.0021128643 | 7.833069e-05 | |||||||||||||||||||||||
| 168 | 167 | 663.0 | 0.0 | 41.0 | 1.0 | 41.0 | 4255.0 | 0.4685223999999864 | 0.2050000000000001 | 41.0 | 0.0 | 0.0939215 | 0.02883902 | 0.14840102 | 0.033700548 | 0.0014809512 | 0.0022697261999999998 | 0.0065040803 | 6.454417e-05 | |||||||||||||||||||||||
| 169 | 168 | 673.0 | 0.0 | 50.0 | 1.0 | 50.0 | 4305.0 | 0.4680323999999861 | 0.2500000000000001 | 50.0 | 1.0 | 0.09889642 | 0.034079835 | 0.1546009 | 0.03442259 | 0.00017723083 | 0.00020088856 | 0.0006625053999999999 | 2.3127966e-05 | |||||||||||||||||||||||
| 170 | 169 | 695.0 | 0.0 | 107.0 | 1.0 | 107.0 | 4412.0 | 0.4669837999999857 | 0.5350000000000004 | 107.0 | 1.0 | 0.13138324 | 0.024609016 | 0.15775874 | 0.02327998 | 0.00028377897 | 0.00037809848 | 0.0018026866 | 3.977767e-05 | |||||||||||||||||||||||
| 171 | 170 | 702.0 | 0.0 | 34.0 | 1.0 | 34.0 | 4446.0 | 0.4666505999999856 | 0.17000000000000007 | 34.0 | 0.0 | 0.10823939 | 0.023803900000000003 | 0.16318567 | 0.06329979 | 0.0004224071 | 0.0006042228 | 0.0017051841 | 1.1812618e-05 | |||||||||||||||||||||||
| 172 | 171 | 717.0 | 0.0 | 76.0 | 1.0 | 76.0 | 4522.0 | 0.4659057999999852 | 0.3800000000000002 | 76.0 | 1.0 | 0.07107921 | 0.046866976 | 0.16915518 | -0.13470836 | 0.0006009734999999999 | 0.0005214436699999999 | 0.0016664998000000002 | 1.9408115e-05 | |||||||||||||||||||||||
| 173 | 172 | 735.0 | 0.0 | 88.0 | 1.0 | 88.0 | 4610.0 | 0.4650433999999848 | 0.4400000000000003 | 88.0 | 0.0 | 0.15819779 | 0.02867606 | 0.18667879999999998 | 0.06700237 | 0.0008751062599999999 | 0.0010747292999999998 | 0.0038800389 | 7.69138e-05 | |||||||||||||||||||||||
| 174 | 173 | 738.0 | 0.0 | 14.0 | 1.0 | 14.0 | 4624.0 | 0.4649061999999848 | 0.06999999999999999 | 14.0 | 0.0 | 0.17029484 | 0.0082555385 | 0.18107772 | 0.1553546 | 7.3949916e-05 | 2.1126876000000004e-05 | 9.507679e-05 | 5.282304e-05 | |||||||||||||||||||||||
| 175 | 174 | 742.0 | 0.0 | 18.0 | 1.0 | 18.0 | 4642.0 | 0.4647297999999847 | 0.09000000000000001 | 18.0 | 1.0 | 0.14981879999999997 | 0.04156628 | 0.20943177 | 0.04937819 | 0.0004095064 | 0.00013674934 | 0.0005937207599999999 | 0.00026641513 | |||||||||||||||||||||||
| 176 | 175 | 744.0 | 0.0 | 9.0 | 1.0 | 9.0 | 4651.0 | 0.4646415999999847 | 0.045 | 9.0 | 0.0 | 0.123854004 | 0.04517542 | 0.18590271 | 0.040289797 | 0.0005309245 | 0.0 | 0.0005309245 | 0.0005309245 | |||||||||||||||||||||||
| 177 | 176 | 746.0 | 0.0 | 11.0 | 1.0 | 11.0 | 4662.0 | 0.4645337999999846 | 0.054999999999999986 | 11.0 | 0.0 | 0.09597280000000001 | 0.05715364 | 0.19755346 | 0.012196186000000001 | 0.00034585822 | 0.0 | 0.00034585822 | 0.00034585822 | |||||||||||||||||||||||
| 178 | 177 | 748.0 | 0.0 | 11.0 | 1.0 | 11.0 | 4673.0 | 0.4644259999999846 | 0.054999999999999986 | 11.0 | 0.0 | 0.05066413 | 0.03873644 | 0.12852283 | 0.0037151752000000003 | 0.001438552 | 0.0 | 0.001438552 | 0.001438552 | |||||||||||||||||||||||
| 179 | 178 | 751.0 | 0.0 | 15.0 | 1.0 | 15.0 | 4688.0 | 0.4642789999999845 | 0.075 | 15.0 | 0.0 | 0.10707922 | 0.04735277 | 0.17921725 | 0.011867508999999998 | 0.0068526993999999996 | 0.0036742485 | 0.010526948000000001 | 0.0031784509999999997 | |||||||||||||||||||||||
| 180 | 179 | 758.0 | 0.0 | 35.0 | 1.0 | 35.0 | 4723.0 | 0.4639359999999844 | 0.17500000000000007 | 35.0 | 1.0 | 0.13788074 | 0.035246797 | 0.20635805 | 0.05481131 | 0.0027996953999999998 | 0.0018227169 | 0.006188604 | 0.001269795 | |||||||||||||||||||||||
| 181 | 180 | 793.0 | 0.0 | 176.0 | 1.0 | 176.0 | 4899.0 | 0.4622111999999836 | 0.8800000000000007 | 176.0 | 0.0 | 0.11762210000000001 | 0.05816799 | 0.1956876 | -0.02917048 | 0.0008939304400000001 | 0.0009450229 | 0.0036122009999999998 | 4.3850969999999995e-05 | |||||||||||||||||||||||
| 182 | 181 | 805.0 | 0.0 | 59.0 | 1.0 | 59.0 | 4958.0 | 0.4616329999999834 | 0.2950000000000001 | 59.0 | 1.0 | 0.15708667 | 0.033954597999999996 | 0.21578532 | 0.031373322 | 0.0005996942 | 0.00055782124 | 0.0019912513 | 0.00012107388499999999 | |||||||||||||||||||||||
| 183 | 182 | 828.0 | 0.0 | 113.0 | 1.0 | 113.0 | 5071.0 | 0.4605255999999829 | 0.5650000000000004 | 113.0 | 0.0 | 0.14364384 | 0.023276607 | 0.19967422 | 0.061357435 | 0.00036256667 | 0.0003820879 | 0.0012344266 | 2.0754254e-05 | |||||||||||||||||||||||
| 184 | 183 | 840.0 | 0.0 | 58.0 | 1.0 | 58.0 | 5129.0 | 0.4599571999999826 | 0.2900000000000001 | 58.0 | 1.0 | 0.16280207 | 0.027047856000000002 | 0.2021838 | 0.068849854 | 0.0005369330000000001 | 0.00043698040000000004 | 0.0015255752 | 0.00010536697000000001 | |||||||||||||||||||||||
| 185 | 184 | 854.0 | 0.0 | 71.0 | 1.0 | 71.0 | 5200.0 | 0.4592613999999823 | 0.3550000000000002 | 71.0 | 0.0 | 0.16552697 | 0.034161616 | 0.20016646 | 0.0025243460000000002 | 0.0011675175 | 0.0019537124 | 0.0071182917 | 5.1855690000000005e-05 | |||||||||||||||||||||||
| 186 | 185 | 859.0 | 0.0 | 24.0 | 1.0 | 24.0 | 5224.0 | 0.4590261999999822 | 0.12000000000000005 | 24.0 | 0.0 | 0.15589193 | 0.06435241 | 0.19640954 | -0.046842285 | 0.0017630176000000002 | 0.0021057370000000003 | 0.005215699999999999 | 2.2174798e-05 | |||||||||||||||||||||||
| 187 | 186 | 887.0 | 0.0 | 139.0 | 1.0 | 139.0 | 5363.0 | 0.4576639999999816 | 0.6950000000000005 | 139.0 | 0.0 | 0.1763978 | 0.016290268 | 0.20840879 | 0.103376046 | 0.00019506669999999997 | 0.00020236775000000002 | 0.0009802017999999998 | 2.169887e-05 | |||||||||||||||||||||||
| 188 | 187 | 899.0 | 0.0 | 58.0 | 1.0 | 58.0 | 5421.0 | 0.4570955999999814 | 0.2900000000000001 | 58.0 | 1.0 | 0.16250898 | 0.03790496 | 0.20423894 | 0.051062897 | 0.0006203897599999999 | 0.0008710422 | 0.0031950169 | 2.666049e-07 | |||||||||||||||||||||||
| 189 | 188 | 914.0 | 0.0 | 76.0 | 1.0 | 76.0 | 5497.0 | 0.456350799999981 | 0.3800000000000002 | 76.0 | 1.0 | 0.18701969 | 0.022099864 | 0.20639093 | 0.09445197 | 0.00030358747000000004 | 0.00030647632 | 0.0010156488000000001 | 3.590209e-05 | |||||||||||||||||||||||
| 190 | 189 | 935.0 | 0.0 | 104.0 | 1.0 | 104.0 | 5601.0 | 0.4553315999999806 | 0.5200000000000004 | 104.0 | 1.0 | 0.17764379 | 0.026451573 | 0.23358648 | 0.09491157 | 0.0004559812 | 0.00044966373 | 0.0017918889999999999 | 1.9035126e-05 | |||||||||||||||||||||||
| 191 | 190 | 956.0 | 0.0 | 103.0 | 1.0 | 103.0 | 5704.0 | 0.4543221999999802 | 0.5150000000000003 | 103.0 | 0.0 | 0.14392646 | 0.03388752 | 0.21413649999999998 | 0.050257012000000004 | 0.0008018378 | 0.0009400089 | 0.0035188594 | 4.3063729999999994e-05 |