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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
38 KiB
38 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 | 1.0 | 13.0 | 13.0 | 1.0 | 0.0 | |||||||||||||||||||||
| 3 | 2 | 0.0 | 1.0 | 29.0 | 2.0 | 16.0 | 29.0 | 1.0 | 0.0 | |||||||||||||||||||||
| 4 | 3 | 0.0 | 1.0 | 56.0 | 3.0 | 27.0 | 56.0 | 1.0 | 0.0 | |||||||||||||||||||||
| 5 | 4 | 0.0 | 1.0 | 67.0 | 4.0 | 11.0 | 67.0 | 1.0 | 0.0 | |||||||||||||||||||||
| 6 | 5 | 0.0 | 1.0 | 77.0 | 5.0 | 10.0 | 77.0 | 1.0 | 0.0 | |||||||||||||||||||||
| 7 | 6 | 0.0 | 1.0 | 94.0 | 6.0 | 17.0 | 94.0 | 1.0 | 0.0 | |||||||||||||||||||||
| 8 | 7 | 0.0 | 1.0 | 106.0 | 7.0 | 12.0 | 106.0 | 1.0 | 0.0 | |||||||||||||||||||||
| 9 | 8 | 0.0 | 1.0 | 121.0 | 8.0 | 15.0 | 121.0 | 1.0 | 0.0 | |||||||||||||||||||||
| 10 | 9 | 0.0 | 1.0 | 138.0 | 9.0 | 17.0 | 138.0 | 1.0 | 0.0 | |||||||||||||||||||||
| 11 | 10 | 0.0 | 1.0 | 172.0 | 10.0 | 34.0 | 172.0 | 1.0 | 0.0 | |||||||||||||||||||||
| 12 | 11 | 0.0 | 1.0 | 187.0 | 11.0 | 15.0 | 187.0 | 1.0 | 0.0 | |||||||||||||||||||||
| 13 | 12 | 0.0 | 1.0 | 201.0 | 12.0 | 14.0 | 201.0 | 1.0 | 0.0 | |||||||||||||||||||||
| 14 | 13 | 0.0 | 1.0 | 218.0 | 13.0 | 17.0 | 218.0 | 1.0 | 0.0 | |||||||||||||||||||||
| 15 | 14 | 0.0 | 1.0 | 235.0 | 14.0 | 17.0 | 235.0 | 1.0 | 0.0 | |||||||||||||||||||||
| 16 | 15 | 0.0 | 1.0 | 262.0 | 15.0 | 27.0 | 262.0 | 1.0 | 0.0 | |||||||||||||||||||||
| 17 | 16 | 0.0 | 1.0 | 279.0 | 16.0 | 17.0 | 279.0 | 1.0 | 0.0 | |||||||||||||||||||||
| 18 | 17 | 0.0 | 1.0 | 330.0 | 17.0 | 51.0 | 330.0 | 1.0 | 0.0 | |||||||||||||||||||||
| 19 | 18 | 0.0 | 1.0 | 350.0 | 18.0 | 20.0 | 350.0 | 1.0 | 0.0 | |||||||||||||||||||||
| 20 | 19 | 0.0 | 1.0 | 402.0 | 19.0 | 52.0 | 402.0 | 1.0 | 0.0 | |||||||||||||||||||||
| 21 | 20 | 0.0 | 1.0 | 411.0 | 20.0 | 9.0 | 411.0 | 1.0 | 0.0 | |||||||||||||||||||||
| 22 | 21 | 0.0 | 1.0 | 448.0 | 21.0 | 37.0 | 448.0 | 1.0 | 0.0 | |||||||||||||||||||||
| 23 | 22 | 0.0 | 1.0 | 462.0 | 22.0 | 14.0 | 462.0 | 1.0 | 0.0 | |||||||||||||||||||||
| 24 | 23 | 0.0 | 1.0 | 498.0 | 23.0 | 36.0 | 498.0 | 1.0 | 0.0 | |||||||||||||||||||||
| 25 | 24 | 0.0 | 1.0 | 510.0 | 24.0 | 12.0 | 510.0 | 1.0 | 0.0 | |||||||||||||||||||||
| 26 | 25 | 0.0 | 1.0 | 529.0 | 25.0 | 19.0 | 529.0 | 1.0 | 0.0 | |||||||||||||||||||||
| 27 | 26 | 0.0 | 1.0 | 554.0 | 26.0 | 25.0 | 554.0 | 1.0 | 0.0 | |||||||||||||||||||||
| 28 | 27 | 0.0 | 1.0 | 566.0 | 27.0 | 12.0 | 566.0 | 1.0 | 0.0 | |||||||||||||||||||||
| 29 | 28 | 0.0 | 1.0 | 618.0 | 28.0 | 52.0 | 618.0 | 1.0 | 0.0 | |||||||||||||||||||||
| 30 | 29 | 0.0 | 1.0 | 644.0 | 29.0 | 26.0 | 644.0 | 1.0 | 0.0 | |||||||||||||||||||||
| 31 | 30 | 0.0 | 1.0 | 660.0 | 30.0 | 16.0 | 660.0 | 1.0 | 0.0 | |||||||||||||||||||||
| 32 | 31 | 0.0 | 1.0 | 693.0 | 31.0 | 33.0 | 693.0 | 1.0 | 0.0 | |||||||||||||||||||||
| 33 | 32 | 0.0 | 1.0 | 707.0 | 32.0 | 14.0 | 707.0 | 1.0 | 0.0 | |||||||||||||||||||||
| 34 | 33 | 0.0 | 1.0 | 723.0 | 33.0 | 16.0 | 723.0 | 1.0 | 0.0 | |||||||||||||||||||||
| 35 | 34 | 0.0 | 1.0 | 736.0 | 34.0 | 13.0 | 736.0 | 1.0 | 0.0 | |||||||||||||||||||||
| 36 | 35 | 0.0 | 1.0 | 767.0 | 35.0 | 31.0 | 767.0 | 1.0 | 0.0 | |||||||||||||||||||||
| 37 | 36 | 0.0 | 1.0 | 778.0 | 36.0 | 11.0 | 778.0 | 1.0 | 0.0 | |||||||||||||||||||||
| 38 | 37 | 0.0 | 1.0 | 800.0 | 37.0 | 22.0 | 800.0 | 1.0 | 0.0 | |||||||||||||||||||||
| 39 | 38 | 0.0 | 1.0 | 825.0 | 38.0 | 25.0 | 825.0 | 1.0 | 0.0 | |||||||||||||||||||||
| 40 | 39 | 0.0 | 1.0 | 845.0 | 39.0 | 20.0 | 845.0 | 1.0 | 0.0 | |||||||||||||||||||||
| 41 | 40 | 0.0 | 1.0 | 867.0 | 40.0 | 22.0 | 867.0 | 1.0 | 0.0 | |||||||||||||||||||||
| 42 | 41 | 0.0 | 1.0 | 916.0 | 41.0 | 49.0 | 916.0 | 1.0 | 0.0 | |||||||||||||||||||||
| 43 | 42 | 0.0 | 1.0 | 930.0 | 42.0 | 14.0 | 930.0 | 1.0 | 0.0 | |||||||||||||||||||||
| 44 | 43 | 0.0 | 1.0 | 952.0 | 43.0 | 22.0 | 952.0 | 1.0 | 0.0 | |||||||||||||||||||||
| 45 | 44 | 0.0 | 1.0 | 964.0 | 44.0 | 12.0 | 964.0 | 1.0 | 0.0 | |||||||||||||||||||||
| 46 | 45 | 0.0 | 1.0 | 984.0 | 45.0 | 20.0 | 984.0 | 1.0 | 0.0 | |||||||||||||||||||||
| 47 | 46 | 0.0 | 1.0 | 994.0 | 46.0 | 10.0 | 994.0 | 1.0 | 0.0 | |||||||||||||||||||||
| 48 | 47 | 0.0 | 1.0 | 1011.0 | 47.0 | 17.0 | 1011.0 | 1.0 | 0.0 | |||||||||||||||||||||
| 49 | 48 | 0.0 | 1.0 | 1043.0 | 48.0 | 32.0 | 1043.0 | 1.0 | 1.0 | |||||||||||||||||||||
| 50 | 49 | 30.0 | 0.0 | 1074.0 | 49.0 | 31.0 | 1074.0 | 0.9969310000000012 | 31.0 | 31.0 | 0.0 | 4.558580096562704 | 1.1779197040672125 | 7.536866664886475 | 3.0005850791931152 | 0.0002500000000000001 | 5.421010862427521e-20 | 0.00025 | 0.00025 | 4.340838400000001 | 0.5333153 | 5.374141000000001 | 3.5375642999999997 | |||||||
| 51 | 50 | 65.0 | 0.0 | 1109.0 | 50.0 | 35.0 | 1109.0 | 0.9934660000000026 | 35.0 | 35.0 | 0.0 | 3.1198013810550465 | 0.6725952113720611 | 4.810975074768066 | 1.6062219142913818 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 3.851235 | 0.81953084 | 5.6625190000000005 | 2.0639122 | |||||||
| 52 | 51 | 111.0 | 0.0 | 1155.0 | 51.0 | 46.0 | 1155.0 | 0.9889120000000045 | 46.0 | 46.0 | 0.0 | 2.997772770457797 | 1.4902323458934057 | 7.715498924255371 | 1.668221950531006 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 5.217268 | 3.2268174 | 12.466887 | 2.3982666 | |||||||
| 53 | 52 | 139.0 | 0.0 | 1183.0 | 52.0 | 28.0 | 1183.0 | 0.9861400000000056 | 28.0 | 28.0 | 0.0 | 2.6536390251583524 | 0.7740053156160552 | 4.2375030517578125 | 1.4940860271453855 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 6.2678650000000005 | 2.2085334999999997 | 11.421799 | 3.3615863 | |||||||
| 54 | 53 | 163.0 | 0.0 | 1207.0 | 53.0 | 24.0 | 1207.0 | 0.9837640000000064 | 24.0 | 24.0 | 0.0 | 1.5968718736068062 | 0.5931343593879508 | 3.535294771194458 | 0.8579803705215454 | 0.0002500000000000001 | 5.421010862427521e-20 | 0.00025 | 0.00025 | 4.395025 | 1.3357881 | 8.572782 | 2.3810067000000004 | |||||||
| 55 | 54 | 198.0 | 0.0 | 1242.0 | 54.0 | 35.0 | 1242.0 | 0.980299000000008 | 35.0 | 35.0 | 1.0 | 1.1251185343546026 | 0.4232942966742158 | 2.1454567909240723 | 0.3906181454658508 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 4.0820739999999995 | 1.6678159 | 8.665919 | 1.0951031 | |||||||
| 56 | 55 | 215.0 | 0.0 | 1259.0 | 55.0 | 17.0 | 1259.0 | 0.9786160000000086 | 17.0 | 17.0 | 0.0 | 3.026039093732834 | 1.276580662160194 | 5.346525192260742 | 0.5662615895271301 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 13.32027 | 5.8304195 | 21.927706 | 2.4220168999999996 | |||||||
| 57 | 56 | 226.0 | 0.0 | 1270.0 | 56.0 | 11.0 | 1270.0 | 0.9775270000000091 | 11.0 | 11.0 | 0.0 | 1.8496214687824248 | 0.6595529648521772 | 3.0800108909606934 | 0.5748341679573059 | 0.0002500000000000001 | 5.421010862427521e-20 | 0.00025 | 0.00025 | 6.234369999999999 | 2.7280008999999996 | 10.942092 | 2.5194862000000002 | |||||||
| 58 | 57 | 279.0 | 0.0 | 1323.0 | 57.0 | 53.0 | 1323.0 | 0.9722800000000112 | 53.0 | 53.0 | 0.0 | 1.5172323469932265 | 0.8109331675617051 | 4.0050950050353995 | 0.2655012905597687 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 5.8876805 | 3.8974621 | 22.836868 | 1.0600193000000002 | 5.544272 | 0.29677057 | 5.8410425 | 5.2475014 | |||
| 59 | 58 | 290.0 | 0.0 | 1334.0 | 58.0 | 11.0 | 1334.0 | 0.9711910000000116 | 11.0 | 11.0 | 1.0 | 1.0242859661579131 | 0.4652071675870209 | 2.1171922683715816 | 0.3332874774932861 | 0.0002500000000000001 | 5.421010862427521e-20 | 0.00025 | 0.00025 | 4.3403974000000005 | 1.6170065 | 6.721338 | 1.6162243 | |||||||
| 60 | 59 | 303.0 | 0.0 | 1347.0 | 59.0 | 13.0 | 1347.0 | 0.969904000000012 | 13.0 | 13.0 | 0.0 | 1.9701731453339262 | 1.230734189468059 | 4.772084712982178 | 0.5365940332412721 | 0.0002500000000000001 | 5.421010862427521e-20 | 0.00025 | 0.00025 | 8.633636 | 6.3216410000000005 | 22.800985 | 1.9085181 | |||||||
| 61 | 60 | 319.0 | 0.0 | 1363.0 | 60.0 | 16.0 | 1363.0 | 0.9683200000000128 | 16.0 | 16.0 | 0.0 | 2.643708189328512 | 1.088362712188114 | 4.249257564544679 | 0.8469609022140503 | 0.0002500000000000001 | 1.0842021724855042e-19 | 0.00025 | 0.00025 | 14.261454 | 7.186982 | 28.91285 | 3.3130370000000005 | 6.419484 | 0.40008259999999995 | 6.8195667 | 6.019401599999999 | |||
| 62 | 61 | 331.0 | 0.0 | 1375.0 | 61.0 | 12.0 | 1375.0 | 0.9671320000000132 | 12.0 | 12.0 | 0.0 | 1.9208860993385315 | 1.5082574075355923 | 5.717465400695801 | 0.5876430869102478 | 0.0002500000000000001 | 5.421010862427521e-20 | 0.00025 | 0.00025 | 10.076081 | 6.8279266000000005 | 24.732277 | 1.8617407 | |||||||
| 63 | 62 | 345.0 | 0.0 | 1389.0 | 62.0 | 14.0 | 1389.0 | 0.9657460000000138 | 14.0 | 14.0 | 1.0 | 1.4360501055534072 | 0.9579053417750154 | 4.178377151489259 | 0.4577761590480805 | 0.0002500000000000001 | 1.0842021724855042e-19 | 0.00025 | 0.00025 | 6.9224806 | 2.6750342999999996 | 13.814095499999999 | 3.3904068 | |||||||
| 64 | 63 | 401.0 | 0.0 | 1445.0 | 63.0 | 56.0 | 1445.0 | 0.960202000000016 | 56.0 | 56.0 | 0.0 | 1.4254034150730481 | 0.7636281930323415 | 4.042070388793944 | 0.4363375902175903 | 0.0002500000000000001 | 5.421010862427521e-20 | 0.00025 | 0.00025 | 7.108123299999999 | 3.2781097999999997 | 17.372273999999997 | 2.053477 | 7.359275299999999 | 0.25675879999999995 | 7.620138000000001 | 6.960291000000001 | |||
| 65 | 64 | 415.0 | 0.0 | 1459.0 | 64.0 | 14.0 | 1459.0 | 0.9588160000000164 | 14.0 | 14.0 | 0.0 | 2.116180915098924 | 0.6916988060374153 | 3.02929162979126 | 0.6525306701660156 | 0.0002500000000000001 | 1.0842021724855042e-19 | 0.00025 | 0.00025 | 14.497112 | 4.7351108 | 20.66532 | 6.819742 | |||||||
| 66 | 65 | 431.0 | 0.0 | 1475.0 | 65.0 | 16.0 | 1475.0 | 0.9572320000000172 | 16.0 | 16.0 | 0.0 | 2.3674578110377 | 1.116166030284378 | 4.229462146759033 | 0.5636830329895021 | 0.0002500000000000001 | 1.0842021724855042e-19 | 0.00025 | 0.00025 | 10.398767 | 4.6410089999999995 | 18.694956 | 2.2775052000000002 | 7.1866875 | 0.70387834 | 8.14808 | 6.246128 | |||
| 67 | 66 | 461.0 | 0.0 | 1505.0 | 66.0 | 30.0 | 1505.0 | 0.9542620000000184 | 30.0 | 30.0 | 0.0 | 1.6054761348099544 | 0.6895154917687759 | 3.156092643737793 | 0.5524293780326843 | 0.0002500000000000001 | 5.421010862427521e-20 | 0.00025 | 0.00025 | 9.13435 | 3.9120178 | 18.60075 | 2.9787166000000003 | 8.720707 | 0.39621782 | 9.116925 | 8.324489999999999 | |||
| 68 | 67 | 475.0 | 0.0 | 1519.0 | 67.0 | 14.0 | 1519.0 | 0.9528760000000188 | 14.0 | 14.0 | 0.0 | 1.3889630070099463 | 0.6138333267594194 | 2.532562017440796 | 0.5209368467330933 | 0.0002500000000000001 | 1.0842021724855042e-19 | 0.00025 | 0.00025 | 7.826914299999999 | 2.9841409 | 14.212610999999999 | 2.1566527 | 4.389748 | 1.6927563 | 6.0825043 | 2.6969917000000003 | |||
| 69 | 68 | 494.0 | 0.0 | 1538.0 | 68.0 | 19.0 | 1538.0 | 0.9509950000000196 | 19.0 | 19.0 | 1.0 | 1.5390962560971575 | 0.962362421803521 | 4.359027862548828 | 0.5037827491760254 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 9.1324215 | 5.4383610000000004 | 25.720934 | 3.3489077000000003 | 9.50804 | 0.40348387 | 9.882017 | 8.779524 | |||
| 70 | 69 | 530.0 | 0.0 | 1574.0 | 69.0 | 36.0 | 1574.0 | 0.9474310000000212 | 36.0 | 36.0 | 0.0 | 2.271180210794721 | 1.0574565287993365 | 4.9239230155944815 | 0.35600483417510986 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 11.196639999999999 | 6.237796 | 26.173842999999998 | 2.0148203000000002 | 9.152187 | 0.5401498 | 9.520227 | 7.9673667 | |||
| 71 | 70 | 568.0 | 0.0 | 1612.0 | 70.0 | 38.0 | 1612.0 | 0.9436690000000226 | 38.0 | 38.0 | 0.0 | 2.0675783294278216 | 1.4089373113540826 | 5.485610008239746 | 0.3892887532711029 | 0.0002500000000000001 | 5.421010862427521e-20 | 0.00025 | 0.00025 | 10.639171000000001 | 5.664822 | 34.844505 | 2.3688622 | 10.132010000000001 | 0.46206516 | 10.652087 | 9.466295 | |||
| 72 | 71 | 587.0 | 0.0 | 1631.0 | 71.0 | 19.0 | 1631.0 | 0.9417880000000234 | 19.0 | 19.0 | 1.0 | 1.9095178378952875 | 1.18337362811768 | 4.863351821899414 | 0.5243364572525024 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 7.686457000000001 | 3.7025517999999997 | 15.947069 | 3.0189917 | |||||||
| 73 | 72 | 604.0 | 0.0 | 1648.0 | 72.0 | 17.0 | 1648.0 | 0.940105000000024 | 17.0 | 17.0 | 0.0 | 2.531390212476253 | 1.2912761683324785 | 5.921399593353272 | 0.4219838380813599 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 14.927079999999998 | 10.124939 | 40.521282 | 3.8361943 | 8.41971 | 0.8840642 | 9.303775 | 7.535646400000001 | |||
| 74 | 73 | 616.0 | 0.0 | 1660.0 | 73.0 | 12.0 | 1660.0 | 0.9389170000000244 | 12.0 | 12.0 | 0.0 | 2.9085970412601125 | 1.6542166216029317 | 7.529324054718018 | 0.7465546727180481 | 0.0002500000000000001 | 5.421010862427521e-20 | 0.00025 | 0.00025 | 17.923515 | 5.77427 | 27.579483000000003 | 4.739408999999999 | 5.9583473 | 2.2267363 | 8.185083 | 3.7316108 | |||
| 75 | 74 | 636.0 | 0.0 | 1680.0 | 74.0 | 20.0 | 1680.0 | 0.9369370000000252 | 20.0 | 20.0 | 0.0 | 2.957599479901164 | 1.7988556251315435 | 7.056245803833008 | 0.7238609790802002 | 0.0002500000000000001 | 5.421010862427521e-20 | 0.00025 | 0.00025 | 13.403598 | 4.248039 | 21.9414 | 6.032935 | |||||||
| 76 | 75 | 700.0 | 0.0 | 1744.0 | 75.0 | 64.0 | 1744.0 | 0.930601000000028 | 64.0 | 64.0 | 0.0 | 2.1753613759600925 | 1.4953046749458765 | 6.6210975646972665 | 0.5806028842926025 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 12.063308000000001 | 6.3139105 | 35.775333 | 4.217274 | 8.976558 | 3.200822 | 12.339714 | 3.998014 | |||
| 77 | 76 | 716.0 | 0.0 | 1760.0 | 76.0 | 16.0 | 1760.0 | 0.9290170000000284 | 16.0 | 16.0 | 0.0 | 3.63146059513092 | 1.5466710228509546 | 6.43723726272583 | 1.2519502639770508 | 0.0002500000000000001 | 1.0842021724855042e-19 | 0.00025 | 0.00025 | 17.881527 | 9.92797 | 46.32737 | 8.634991000000001 | 10.369133999999999 | 2.0628045 | 12.5531025 | 6.977914299999999 | |||
| 78 | 77 | 740.0 | 0.0 | 1784.0 | 77.0 | 24.0 | 1784.0 | 0.9266410000000296 | 24.0 | 24.0 | 0.0 | 2.698240197223165 | 1.8109594623822287 | 5.978752136230469 | 0.8177420496940613 | 0.0002500000000000001 | 5.421010862427521e-20 | 0.00025 | 0.00025 | 14.490810999999999 | 5.7427998 | 25.812107 | 4.8646335999999994 | |||||||
| 79 | 78 | 752.0 | 0.0 | 1796.0 | 78.0 | 12.0 | 1796.0 | 0.9254530000000301 | 12.0 | 12.0 | 0.0 | 2.696845401417125 | 1.3782498926652151 | 5.126880168914795 | 1.0359733104705808 | 0.0002500000000000001 | 5.421010862427521e-20 | 0.00025 | 0.00025 | 16.328003 | 8.447607000000001 | 35.413047999999996 | 6.051513 | 7.510038400000001 | 3.2807047 | 11.631022999999999 | 2.5177028 | |||
| 80 | 79 | 763.0 | 0.0 | 1807.0 | 79.0 | 11.0 | 1807.0 | 0.9243640000000304 | 11.0 | 11.0 | 0.0 | 1.7751785933971405 | 0.9584031274310648 | 3.0666661262512207 | 0.6469142436981201 | 0.0002500000000000001 | 5.421010862427521e-20 | 0.00025 | 0.00025 | 10.729408 | 5.8506055 | 24.206245000000003 | 3.6009898000000002 | 1.6696959999999998 | 4.224465 | 5.8941607000000005 | -2.5547687999999997 | |||
| 81 | 80 | 787.0 | 0.0 | 1831.0 | 80.0 | 24.0 | 1831.0 | 0.9219880000000312 | 24.0 | 24.0 | 0.0 | 2.364239176978236 | 1.4417194453769793 | 6.0146002769470215 | 0.9025506377220154 | 0.0002500000000000001 | 5.421010862427521e-20 | 0.00025 | 0.00025 | 14.888445 | 5.484408999999999 | 30.569271 | 6.159493 | 11.448692 | 1.7928715 | 13.241564000000002 | 9.655821000000001 | |||
| 82 | 81 | 842.0 | 0.0 | 1886.0 | 81.0 | 55.0 | 1886.0 | 0.9165430000000336 | 55.0 | 55.0 | 0.0 | 3.4706432929745428 | 2.0283973466618233 | 9.696256637573242 | 0.5941363573074341 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 18.538038 | 9.187762 | 53.567280000000004 | 5.297977400000001 | 10.916663 | 4.320935700000001 | 15.001605 | -0.35941482 | |||
| 83 | 82 | 880.0 | 0.0 | 1924.0 | 82.0 | 38.0 | 1924.0 | 0.912781000000035 | 38.0 | 38.0 | 1.0 | 2.731979885616818 | 1.8244375472110903 | 7.8403987884521475 | 0.5321758985519409 | 0.0002500000000000001 | 5.421010862427521e-20 | 0.00025 | 0.00025 | 18.042948000000003 | 10.09428 | 43.029736 | 2.8949307999999996 | 14.2309885 | 1.1169633999999997 | 15.457148000000002 | 13.062797999999999 | |||
| 84 | 83 | 914.0 | 0.0 | 1958.0 | 83.0 | 34.0 | 1958.0 | 0.9094150000000364 | 34.0 | 34.0 | 0.0 | 3.6668087207909785 | 1.8976833928182368 | 9.20506763458252 | 0.8238208293914795 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 17.230696 | 8.849651 | 48.930717 | 5.2394419999999995 | 13.664285999999999 | 1.9951743000000002 | 15.425779 | 9.570045 | |||
| 85 | 84 | 964.0 | 0.0 | 2008.0 | 84.0 | 50.0 | 2008.0 | 0.9044650000000384 | 50.0 | 50.0 | 0.0 | 2.7799887693658167 | 1.8670870615508408 | 9.842592239379883 | 0.5097610354423523 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 18.591225 | 8.883313000000001 | 51.669540000000005 | 7.03034 | 14.126506 | 1.9743876 | 16.412924 | 11.671787 | |||
| 86 | 85 | 973.0 | 0.0 | 2017.0 | 85.0 | 9.0 | 2017.0 | 0.9035740000000388 | 9.0 | 9.0 | 0.0 | 1.2785072699189186 | 0.8588742232147103 | 3.4818739891052246 | 0.7289912700653076 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 10.611564999999999 | 4.4325023 | 19.348492 | 4.30852 | |||||||
| 87 | 86 | 986.0 | 0.0 | 2030.0 | 86.0 | 13.0 | 2030.0 | 0.9022870000000393 | 13.0 | 13.0 | 1.0 | 2.070213933785757 | 2.0427564230007973 | 6.6913394927978525 | 0.38222968578338623 | 0.0002500000000000001 | 5.421010862427521e-20 | 0.00025 | 0.00025 | 11.393599499999999 | 8.842574 | 30.14325 | 2.8372595 | 12.538592999999999 | 3.1458764 | 15.684469 | 9.392716 | |||
| 88 | 87 | 1004.0 | 0.0 | 2048.0 | 87.0 | 18.0 | 2048.0 | 0.9005050000000401 | 18.0 | 18.0 | 0.0 | 2.49991713551914 | 1.9164782646947311 | 7.470410823822021 | 0.5732691287994385 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 19.404419 | 7.575694599999999 | 33.175377000000005 | 7.184045299999999 | 9.410084 | 3.8242652 | 13.234349 | 5.585819 | |||
| 89 | 88 | 1019.0 | 0.0 | 2063.0 | 88.0 | 15.0 | 2063.0 | 0.8990200000000406 | 15.0 | 15.0 | 0.0 | 3.6696453349930898 | 2.6089115778560688 | 9.593399047851562 | 0.7374999523162842 | 0.0002500000000000001 | 1.0842021724855042e-19 | 0.00025 | 0.00025 | 21.22663 | 10.724869 | 52.132393 | 10.079635000000001 | 16.520996 | 1.4569707 | 17.977966000000002 | 15.064025 | |||
| 90 | 89 | 1028.0 | 0.0 | 2072.0 | 89.0 | 9.0 | 2072.0 | 0.8981290000000409 | 9.0 | 9.0 | 0.0 | 3.198281466960907 | 2.1297975478469198 | 7.189274787902832 | 1.1490182876586914 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 21.42786 | 6.5667279999999995 | 32.881972999999995 | 12.528658 | 0.9915955 | 5.710229 | 6.7018247 | -4.7186337 | |||
| 91 | 90 | 1045.0 | 0.0 | 2089.0 | 90.0 | 17.0 | 2089.0 | 0.8964460000000416 | 17.0 | 17.0 | 0.0 | 2.913020744919777 | 1.9529003712281299 | 7.830641269683838 | 0.8757661581039429 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 19.214264 | 6.9435425 | 33.853203 | 7.921240299999999 | 15.650602 | 2.089458 | 17.74006 | 13.561145000000002 | |||
| 92 | 91 | 1055.0 | 0.0 | 2099.0 | 91.0 | 10.0 | 2099.0 | 0.895456000000042 | 10.0 | 10.0 | 1.0 | 4.3976967334747314 | 3.1288892244391624 | 10.470282554626463 | 0.7885457277297974 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 20.393245999999998 | 10.557015 | 36.866609999999994 | 9.690766 | 7.444844 | 5.177755 | 12.622599000000001 | 2.2670887000000004 | |||
| 93 | 92 | 1104.0 | 0.0 | 2148.0 | 92.0 | 49.0 | 2148.0 | 0.8906050000000441 | 49.0 | 49.0 | 0.0 | 3.1137878733376656 | 2.3714826142701613 | 12.172921180725098 | 0.7717519402503967 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 20.141787 | 11.142534 | 63.711819999999996 | 6.9008965 | 13.282135999999998 | 4.161026000000001 | 17.874866 | 5.662478 | |||
| 94 | 93 | 1141.0 | 0.0 | 2185.0 | 93.0 | 37.0 | 2185.0 | 0.8869420000000454 | 37.0 | 37.0 | 0.0 | 3.9811783002482524 | 3.2399702710603653 | 12.966317176818848 | 0.698832631111145 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 24.931601999999998 | 14.242847 | 58.146103000000004 | 6.9577729999999995 | 11.511221 | 4.440523000000001 | 16.612753 | 5.4292083 | |||
| 95 | 94 | 1200.0 | 0.0 | 2244.0 | 94.0 | 59.0 | 2244.0 | 0.8811010000000478 | 59.0 | 59.0 | 1.0 | 3.7291209615510086 | 2.583316506916894 | 12.455947875976562 | 0.6517910957336426 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 19.49772 | 8.643942 | 47.413383 | 4.1377573 | 13.445696 | 4.9772573 | 19.134048 | 5.874541000000001 | |||
| 96 | 95 | 1240.0 | 0.0 | 2284.0 | 95.0 | 40.0 | 2284.0 | 0.8771410000000494 | 40.0 | 40.0 | 0.0 | 3.385835980757689 | 2.3425913075244824 | 10.188565254211426 | 0.9268242120742798 | 0.0002500000000000001 | 5.421010862427521e-20 | 0.00025 | 0.00025 | 22.571997 | 10.600676 | 53.54865600000001 | 8.672338499999999 | 14.486297 | 5.667633 | 20.081572 | 4.9802313 | |||
| 97 | 96 | 1321.0 | 0.0 | 2365.0 | 96.0 | 81.0 | 2365.0 | 0.8691220000000526 | 81.0 | 81.0 | 0.0 | 4.22267991527915 | 3.1253783159462314 | 13.94369125366211 | 0.5831151604652405 | 0.0002500000000000001 | 5.421010862427521e-20 | 0.00025 | 0.00025 | 24.182236 | 13.749037 | 77.62527 | 4.930983 | 14.951622 | 4.3761196 | 20.205036 | 5.5862403 | |||
| 98 | 97 | 1342.0 | 0.0 | 2386.0 | 97.0 | 21.0 | 2386.0 | 0.8670430000000534 | 21.0 | 21.0 | 0.0 | 4.140773630142212 | 3.425325445198325 | 12.723981857299805 | 0.7895423173904419 | 0.0002500000000000001 | 5.421010862427521e-20 | 0.00025 | 0.00025 | 27.205941999999997 | 14.504047 | 63.264038 | 9.625656 | 12.965839 | 6.7327832999999995 | 20.895329999999998 | 1.7387449000000001 | |||
| 99 | 98 | 1366.0 | 0.0 | 2410.0 | 98.0 | 24.0 | 2410.0 | 0.8646670000000544 | 24.0 | 24.0 | 0.0 | 3.652252617089645 | 3.04772336353657 | 10.343921661376953 | 0.6166377663612366 | 0.0002500000000000001 | 5.421010862427521e-20 | 0.00025 | 0.00025 | 22.501414999999998 | 8.45006 | 40.262454999999996 | 4.7079260000000005 | 14.9496155 | 6.455118700000001 | 20.983717000000002 | 4.276014 | |||
| 100 | 99 | 1389.0 | 0.0 | 2433.0 | 99.0 | 23.0 | 2433.0 | 0.8623900000000553 | 23.0 | 23.0 | 1.0 | 3.3767460042780097 | 2.9940262663030737 | 11.723487854003904 | 0.6953270435333252 | 0.0002500000000000001 | 5.421010862427521e-20 | 0.00025 | 0.00025 | 23.447607 | 14.679326999999999 | 74.11146 | 7.7669883 | 18.780424 | 2.2126122 | 20.993036 | 16.567812 | |||
| 101 | 100 | 1405.0 | 0.0 | 2449.0 | 100.0 | 16.0 | 2449.0 | 0.8608060000000559 | 16.0 | 16.0 | 0.0 | 2.0783872167269393 | 0.9409855481596574 | 4.430644989013672 | 0.8708001971244812 | 0.0002500000000000001 | 1.0842021724855042e-19 | 0.00025 | 0.00025 | 23.683556 | 8.658887 | 43.598843 | 12.176813000000001 | 10.290646 | 6.660591999999999 | 19.332964 | 0.48916170000000003 | |||
| 102 | 101 | 1445.0 | 0.0 | 2489.0 | 101.0 | 40.0 | 2489.0 | 0.8568460000000575 | 40.0 | 40.0 | 0.0 | 4.370089416320507 | 4.19992153905174 | 19.015605926513672 | 0.5932383537292479 | 0.0002500000000000001 | 5.421010862427521e-20 | 0.00025 | 0.00025 | 27.299204 | 14.363338 | 66.32791 | 8.353086 | 15.418664000000001 | 5.875358599999999 | 21.631134 | 6.548156 | |||
| 103 | 102 | 1469.0 | 0.0 | 2513.0 | 102.0 | 24.0 | 2513.0 | 0.8544700000000585 | 24.0 | 24.0 | 0.0 | 2.7348444150841758 | 1.6941121305958793 | 5.624957084655762 | 0.7191752195358276 | 0.0002500000000000001 | 5.421010862427521e-20 | 0.00025 | 0.00025 | 20.186848 | 10.9228735 | 50.68693 | 6.0856012999999995 | 15.566997 | 8.959421 | 22.716248 | -3.9501337999999997 | |||
| 104 | 103 | 1487.0 | 0.0 | 2531.0 | 103.0 | 18.0 | 2531.0 | 0.8526880000000592 | 18.0 | 18.0 | 1.0 | 5.6264267248265885 | 5.3304742527565585 | 19.695571899414066 | 0.823415994644165 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 27.748703000000003 | 17.523020000000002 | 82.092865 | 10.234346 | 7.8355007 | 7.669254 | 17.255508 | -1.2047251 | |||
| 105 | 104 | 1517.0 | 0.0 | 2561.0 | 104.0 | 30.0 | 2561.0 | 0.8497180000000604 | 30.0 | 30.0 | 0.0 | 3.9731694850428347 | 2.5685441409695167 | 10.702923774719238 | 0.7428375482559204 | 0.0002500000000000001 | 5.421010862427521e-20 | 0.00025 | 0.00025 | 23.327494 | 11.457765 | 46.10895 | 5.2694893 | 17.260451999999997 | 5.91828 | 22.694176000000002 | 4.1470294 | |||
| 106 | 105 | 1540.0 | 0.0 | 2584.0 | 105.0 | 23.0 | 2584.0 | 0.8474410000000613 | 23.0 | 23.0 | 0.0 | 4.295364509929311 | 3.4836954582167454 | 13.951913833618164 | 0.9031088352203368 | 0.0002500000000000001 | 5.421010862427521e-20 | 0.00025 | 0.00025 | 24.582567 | 13.9584 | 66.35139000000001 | 10.112081 | 8.133348 | 8.685552000000001 | 20.238016000000002 | -4.2417903 | |||
| 107 | 106 | 1556.0 | 0.0 | 2600.0 | 106.0 | 16.0 | 2600.0 | 0.8458570000000619 | 16.0 | 16.0 | 0.0 | 4.1327285448710125 | 2.838275090461852 | 12.317989349365234 | 1.3882899284362793 | 0.0002500000000000001 | 1.0842021724855042e-19 | 0.00025 | 0.00025 | 28.398134000000002 | 8.616999 | 43.57781 | 13.005499 | 16.599646 | 6.005405400000001 | 22.88715 | 8.101851 | |||
| 108 | 107 | 1579.0 | 0.0 | 2623.0 | 107.0 | 23.0 | 2623.0 | 0.8435800000000628 | 23.0 | 23.0 | 1.0 | 3.774840831756592 | 3.58468554393899 | 12.765085220336914 | 0.9857560396194458 | 0.0002500000000000001 | 5.421010862427521e-20 | 0.00025 | 0.00025 | 23.823061 | 13.602356 | 63.19604 | 7.2614220000000005 | 15.481695000000002 | 9.853606 | 23.499128 | -6.7563825 | |||
| 109 | 108 | 1634.0 | 0.0 | 2678.0 | 108.0 | 55.0 | 2678.0 | 0.838135000000065 | 55.0 | 55.0 | 0.0 | 4.2752596669726906 | 3.6279731239682014 | 16.083377838134766 | 0.7873909473419191 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 28.97311 | 16.122263 | 70.69534 | 7.480581 | 16.359789000000003 | 6.632481599999999 | 23.241224 | 2.5610852000000004 | |||
| 110 | 109 | 1670.0 | 0.0 | 2714.0 | 109.0 | 36.0 | 2714.0 | 0.8345710000000665 | 36.0 | 36.0 | 0.0 | 5.337433751991816 | 4.149050866815605 | 18.013080596923828 | 0.815227210521698 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 30.519779999999997 | 14.297277 | 55.684425 | 8.463074 | 11.104858 | 11.353513000000001 | 24.098225 | -9.727591 | |||
| 111 | 110 | 1682.0 | 0.0 | 2726.0 | 110.0 | 12.0 | 2726.0 | 0.8333830000000669 | 12.0 | 12.0 | 0.0 | 2.598342006856745 | 2.7921834116049764 | 11.132060050964355 | 0.6233975887298584 | 0.0002500000000000001 | 5.421010862427521e-20 | 0.00025 | 0.00025 | 18.444477 | 11.996189999999999 | 53.10615 | 5.824107 | 2.6343505 | 8.709114999999999 | 11.343466000000001 | -6.0747647 | |||
| 112 | 111 | 1693.0 | 0.0 | 2737.0 | 111.0 | 11.0 | 2737.0 | 0.8322940000000674 | 11.0 | 11.0 | 1.0 | 2.7678332924842834 | 2.4016495045586304 | 7.672440528869629 | 0.8652018308639526 | 0.0002500000000000001 | 5.421010862427521e-20 | 0.00025 | 0.00025 | 24.330904 | 11.358863000000001 | 45.03884 | 12.267783 | |||||||
| 113 | 112 | 1713.0 | 0.0 | 2757.0 | 112.0 | 20.0 | 2757.0 | 0.8303140000000682 | 20.0 | 20.0 | 0.0 | 3.282518904460104 | 2.9278753110165048 | 12.232131958007812 | 0.6296385526657104 | 0.0002500000000000001 | 5.421010862427521e-20 | 0.00025 | 0.00025 | 29.519640000000003 | 14.574929999999998 | 66.66821999999999 | 11.646335 | 20.192276 | 4.7785974 | 24.200623 | 9.172439 | |||
| 114 | 113 | 1736.0 | 0.0 | 2780.0 | 113.0 | 23.0 | 2780.0 | 0.8280370000000691 | 23.0 | 23.0 | 0.0 | 4.49647931619124 | 3.0522592403661064 | 13.359614372253418 | 1.3940138816833496 | 0.0002500000000000001 | 5.421010862427521e-20 | 0.00025 | 0.00025 | 29.760792 | 13.252873000000001 | 70.49951999999999 | 9.023679 | 22.066635 | 2.191262 | 24.267132 | 19.298475 | |||
| 115 | 114 | 1750.0 | 0.0 | 2794.0 | 114.0 | 14.0 | 2794.0 | 0.8266510000000696 | 14.0 | 14.0 | 0.0 | 4.015855238987848 | 2.885012782793684 | 10.292264938354492 | 1.4111987352371216 | 0.0002500000000000001 | 1.0842021724855042e-19 | 0.00025 | 0.00025 | 22.251848000000003 | 10.437869000000001 | 49.128914 | 7.399913000000001 | 0.13533592 | 10.8322115 | 14.366382999999999 | -13.06536 | |||
| 116 | 115 | 1760.0 | 0.0 | 2804.0 | 115.0 | 10.0 | 2804.0 | 0.8256610000000699 | 10.0 | 10.0 | 0.0 | 4.5084017117818185 | 3.5339777714326623 | 12.959941864013672 | 1.468336820602417 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 22.458460000000002 | 5.13778 | 30.065102000000003 | 13.443657 | -5.414576 | 10.050474000000001 | 4.6358986 | -15.465051 | |||
| 117 | 116 | 1784.0 | 0.0 | 2828.0 | 116.0 | 24.0 | 2828.0 | 0.8232850000000709 | 24.0 | 24.0 | 1.0 | 2.3503823306249534 | 1.69312255834028 | 6.147225856781006 | 0.5347118377685547 | 0.0002500000000000001 | 5.421010862427521e-20 | 0.00025 | 0.00025 | 22.776623 | 10.7034 | 47.121532 | 7.422874 | 18.27828 | 6.7954845 | 23.503332 | 8.087992999999999 | |||
| 118 | 117 | 1828.0 | 0.0 | 2872.0 | 117.0 | 44.0 | 2872.0 | 0.8189290000000727 | 44.0 | 44.0 | 0.0 | 5.115868424260339 | 4.3558919591750715 | 21.283300399780273 | 0.8560817241668701 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 32.80171 | 16.09759 | 75.110405 | 9.711362 | 21.187936999999998 | 5.205572599999999 | 25.10949 | 5.965346 | |||
| 119 | 118 | 1852.0 | 0.0 | 2896.0 | 118.0 | 24.0 | 2896.0 | 0.8165530000000737 | 24.0 | 24.0 | 0.0 | 4.407955102298572 | 3.210325190600104 | 12.22042179107666 | 1.1451772451400757 | 0.0002500000000000001 | 5.421010862427521e-20 | 0.00025 | 0.00025 | 31.013844 | 20.145493 | 107.32757600000001 | 8.241263 | 20.704897 | 4.946747 | 25.179401000000002 | 12.585923 | |||
| 120 | 119 | 1883.0 | 0.0 | 2927.0 | 119.0 | 31.0 | 2927.0 | 0.8134840000000749 | 31.0 | 31.0 | 0.0 | 4.622432414690653 | 3.205045899106556 | 11.64850902557373 | 0.8246203660964966 | 0.0002500000000000001 | 5.421010862427521e-20 | 0.00025 | 0.00025 | 28.737143 | 12.941919 | 66.5387 | 8.136417999999999 | 19.190327 | 5.944503 | 25.337124 | 10.027613 | |||
| 121 | 120 | 1898.0 | 0.0 | 2942.0 | 120.0 | 15.0 | 2942.0 | 0.8119990000000755 | 15.0 | 15.0 | 0.0 | 2.672248337950025 | 1.7652211109435652 | 5.5345001220703125 | 0.7325470447540283 | 0.0002500000000000001 | 1.0842021724855042e-19 | 0.00025 | 0.00025 | 25.044361 | 11.022219 | 56.47224 | 14.628520000000002 | 21.396555 | 5.6327376 | 24.895153 | 11.647999 | |||
| 122 | 121 | 1944.0 | 0.0 | 2988.0 | 121.0 | 46.0 | 2988.0 | 0.8074450000000774 | 46.0 | 46.0 | 0.0 | 3.99742925034629 | 3.1075238211965197 | 11.302993774414062 | 0.818313717842102 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 27.089594 | 11.686909 | 71.56763000000001 | 6.9888897 | 15.986768 | 9.542716 | 25.041275 | -11.086022999999999 | |||
| 123 | 122 | 1966.0 | 0.0 | 3010.0 | 122.0 | 22.0 | 3010.0 | 0.8052670000000782 | 22.0 | 22.0 | 0.0 | 4.109681680088952 | 2.9262619352032164 | 12.202540397644045 | 0.9271044731140136 | 0.0002500000000000001 | 5.421010862427521e-20 | 0.00025 | 0.00025 | 30.970409999999998 | 15.14925 | 62.844677000000004 | 8.15188 | 15.599038 | 10.448663 | 26.094416 | -5.131158999999999 | |||
| 124 | 123 | 1982.0 | 0.0 | 3026.0 | 123.0 | 16.0 | 3026.0 | 0.8036830000000789 | 16.0 | 16.0 | 1.0 | 2.5974349141120907 | 1.5221906043381719 | 5.837510108947754 | 0.7932286858558655 | 0.0002500000000000001 | 1.0842021724855042e-19 | 0.00025 | 0.00025 | 28.71906 | 15.573336 | 61.737095 | 11.025015 | 16.70261 | 9.564445 | 25.482533 | -0.9944306999999999 | |||
| 125 | 124 | 2070.0 | 0.0 | 3114.0 | 124.0 | 88.0 | 3114.0 | 0.7949710000000824 | 88.0 | 88.0 | 1.0 | 3.9421203465297294 | 3.8453188534721887 | 28.089092254638672 | 0.6829942464828491 | 0.0002500000000000001 | 5.421010862427521e-20 | 0.00025 | 0.00025 | 32.9681 | 18.858701999999997 | 136.57497 | 6.1861334 | 20.33589 | 5.597119999999999 | 25.938597 | 5.070317 | |||
| 126 | 125 | 2116.0 | 0.0 | 3160.0 | 125.0 | 46.0 | 3160.0 | 0.7904170000000842 | 46.0 | 46.0 | 0.0 | 3.5790070692698164 | 3.5257223616425195 | 21.45513153076172 | 0.664549708366394 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 29.517547999999998 | 15.757875 | 84.14822 | 9.053022 | 15.967160999999999 | 9.946438 | 26.610221999999997 | -5.514641 | |||
| 127 | 126 | 2149.0 | 0.0 | 3193.0 | 126.0 | 33.0 | 3193.0 | 0.7871500000000855 | 33.0 | 33.0 | 1.0 | 4.745609402656554 | 4.337114526301275 | 17.057010650634766 | 0.8575807809829712 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 37.140266 | 15.600221 | 69.54153000000001 | 11.517685 | 14.486598 | 10.900332 | 27.356028000000002 | -5.35841 | |||
| 128 | 127 | 2235.0 | 0.0 | 3279.0 | 127.0 | 86.0 | 3279.0 | 0.7786360000000889 | 86.0 | 86.0 | 1.0 | 3.8455181949278887 | 3.484415626168748 | 15.32618808746338 | 0.7279055118560791 | 0.0002500000000000001 | 5.421010862427521e-20 | 0.00025 | 0.00025 | 32.089222 | 17.58247 | 87.26778399999999 | 7.044624300000001 | 19.744644 | 6.835493 | 26.26404 | -7.586067999999999 | |||
| 129 | 128 | 2308.0 | 0.0 | 3352.0 | 128.0 | 73.0 | 3352.0 | 0.7714090000000918 | 73.0 | 73.0 | 0.0 | 3.837421671383911 | 3.0498519847705508 | 16.165752410888672 | 0.7209955453872681 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 30.223978000000002 | 12.375554 | 67.15743 | 9.830417 | 17.284979999999997 | 7.496642 | 26.847408 | -3.7377973 | |||
| 130 | 129 | 2332.0 | 0.0 | 3376.0 | 129.0 | 24.0 | 3376.0 | 0.7690330000000928 | 24.0 | 24.0 | 0.0 | 3.645373183747997 | 2.4723968381631116 | 10.993535995483398 | 1.5784684419631958 | 0.0002500000000000001 | 5.421010862427521e-20 | 0.00025 | 0.00025 | 30.95177 | 15.523817999999999 | 67.893364 | 8.687062 | 15.157945999999999 | 12.929838 | 27.430832000000002 | -14.039976000000001 | |||
| 131 | 130 | 2350.0 | 0.0 | 3394.0 | 130.0 | 18.0 | 3394.0 | 0.7672510000000935 | 18.0 | 18.0 | 0.0 | 3.413266336216646 | 3.03556882356807 | 12.890473365783693 | 0.837180495262146 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 27.658289 | 16.811410000000002 | 77.63448000000001 | 11.15603 | 15.174128 | 14.080641 | 28.226260999999997 | -16.415382 | |||
| 132 | 131 | 2395.0 | 0.0 | 3439.0 | 131.0 | 45.0 | 3439.0 | 0.7627960000000953 | 45.0 | 45.0 | 1.0 | 3.78759704394774 | 4.108292005126868 | 26.90342712402344 | 1.2114953994750977 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 34.383194 | 21.147429000000002 | 136.42503 | 11.306491000000001 | 20.986351000000003 | 8.372422 | 27.989944 | -5.755309 | |||
| 133 | 132 | 2482.0 | 0.0 | 3526.0 | 132.0 | 87.0 | 3526.0 | 0.7541830000000987 | 87.0 | 87.0 | 1.0 | 4.0408484561498765 | 3.216085311206429 | 16.020368576049805 | 0.8693261146545409 | 0.0002500000000000001 | 5.421010862427521e-20 | 0.00025 | 0.00025 | 31.932216999999998 | 13.968334 | 84.77842 | 10.000166 | 19.038647 | 10.949358 | 28.99646 | -19.084969 | |||
| 134 | 133 | 2568.0 | 0.0 | 3612.0 | 133.0 | 86.0 | 3612.0 | 0.7456690000001022 | 86.0 | 86.0 | 1.0 | 3.518625121958116 | 2.7347804524684363 | 14.20395278930664 | 0.7594895362854004 | 0.0002500000000000001 | 5.421010862427521e-20 | 0.00025 | 0.00025 | 28.590694 | 11.762632 | 53.21548000000001 | 8.336033 | 22.835522 | 8.451007 | 30.425032 | -7.482696499999999 | |||
| 135 | 134 | 2609.0 | 0.0 | 3653.0 | 134.0 | 41.0 | 3653.0 | 0.7416100000001038 | 41.0 | 41.0 | 1.0 | 3.369677737355232 | 2.5394354517791458 | 12.219171524047852 | 1.1377403736114502 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 30.685358 | 15.863685 | 69.20781 | 7.998848 | 23.575827 | 8.652344 | 29.892017 | -10.691101 | |||
| 136 | 135 | 2727.0 | 0.0 | 3771.0 | 135.0 | 118.0 | 3771.0 | 0.7299280000001085 | 118.0 | 118.0 | 0.0 | 3.8482507752557087 | 3.192603858295919 | 15.280770301818848 | 0.8578287363052368 | 0.0002500000000000001 | 1.0842021724855042e-19 | 0.00025 | 0.00025 | 34.268159999999995 | 15.356432 | 82.19961500000001 | 11.386789 | 17.69898 | 10.862544 | 30.149359000000004 | -12.621769 | |||
| 137 | 136 | 2795.0 | 0.0 | 3839.0 | 136.0 | 68.0 | 3839.0 | 0.7231960000001112 | 68.0 | 68.0 | 1.0 | 4.1707739847809515 | 3.13038003872585 | 16.507621765136722 | 1.1558140516281128 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 36.22872 | 16.406204000000002 | 84.37439 | 11.3857355 | 22.84652 | 8.024415 | 30.680092 | 1.1041063 | |||
| 138 | 137 | 2884.0 | 0.0 | 3928.0 | 137.0 | 89.0 | 3928.0 | 0.7143850000001147 | 89.0 | 89.0 | 1.0 | 3.2400771542028948 | 2.2195450417669598 | 14.717337608337402 | 1.0778424739837646 | 0.0002500000000000001 | 5.421010862427521e-20 | 0.00025 | 0.00025 | 33.762417 | 17.853351999999997 | 117.29445 | 6.857467 | 18.858156 | 12.047903999999999 | 30.943754 | -9.877382 | |||
| 139 | 138 | 2918.0 | 0.0 | 3962.0 | 138.0 | 34.0 | 3962.0 | 0.7110190000001161 | 34.0 | 34.0 | 0.0 | 4.381886034300833 | 3.7459000536949074 | 18.220237731933594 | 1.5222961902618408 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 36.539745 | 16.179008 | 84.15634 | 14.808585999999998 | 17.014908 | 13.684880999999999 | 30.509043 | -12.900732000000001 | |||
| 140 | 139 | 2931.0 | 0.0 | 3975.0 | 139.0 | 13.0 | 3975.0 | 0.7097320000001166 | 13.0 | 13.0 | 0.0 | 7.014131059249243 | 3.149590530209942 | 11.903657913208008 | 1.331922173500061 | 0.0002500000000000001 | 5.421010862427521e-20 | 0.00025 | 0.00025 | 45.68231 | 21.300013 | 90.854965 | 18.183464 | 5.604853599999999 | 14.654248 | 22.165879999999998 | -13.252888 | |||
| 141 | 140 | 2947.0 | 0.0 | 3991.0 | 140.0 | 16.0 | 3991.0 | 0.7081480000001172 | 16.0 | 16.0 | 0.0 | 4.241999157269796 | 2.94705159694387 | 10.487885475158693 | 1.4156675338745115 | 0.0002500000000000001 | 1.0842021724855042e-19 | 0.00025 | 0.00025 | 39.05519 | 24.250942000000002 | 93.89659 | 17.12923 | 15.36894 | 14.744857000000001 | 30.73355 | -8.078726 | |||
| 142 | 141 | 2971.0 | 0.0 | 4015.0 | 141.0 | 24.0 | 4015.0 | 0.7057720000001182 | 24.0 | 24.0 | 1.0 | 5.041207919950072 | 3.4317946887992865 | 12.573071479797365 | 1.718658208847046 | 0.0002500000000000001 | 5.421010862427521e-20 | 0.00025 | 0.00025 | 40.46026 | 22.453997 | 108.57205 | 14.274473 | 17.373104 | 14.786266 | 30.785614000000002 | -20.688759 | |||
| 143 | 142 | 3032.0 | 0.0 | 4076.0 | 142.0 | 61.0 | 4076.0 | 0.6997330000001206 | 61.0 | 61.0 | 0.0 | 4.7684384326140075 | 4.232955194666589 | 22.205257415771484 | 1.2580970525741575 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 41.96287 | 24.466654000000002 | 151.8029 | 9.758830999999999 | 23.145819 | 8.296483 | 30.114092 | -10.195952 | |||
| 144 | 143 | 3051.0 | 0.0 | 4095.0 | 143.0 | 19.0 | 4095.0 | 0.6978520000001214 | 19.0 | 19.0 | 1.0 | 4.404624309804705 | 3.5026739688502184 | 15.455763816833494 | 1.6430697441101074 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 35.345985 | 11.711694999999999 | 57.959681999999994 | 14.847615 | 24.944788 | 11.410160000000001 | 32.171673 | -7.7785287 | |||
| 145 | 144 | 3129.0 | 0.0 | 4173.0 | 144.0 | 78.0 | 4173.0 | 0.6901300000001245 | 78.0 | 78.0 | 0.0 | 4.122674878541527 | 3.0323039967683982 | 16.202091217041016 | 1.1881451606750488 | 0.0002500000000000001 | 5.421010862427521e-20 | 0.00025 | 0.00025 | 36.92592 | 19.857668 | 99.26841 | 9.130818 | 19.729429999999997 | 14.805341 | 32.681903999999996 | -21.903154 | |||
| 146 | 145 | 3145.0 | 0.0 | 4189.0 | 145.0 | 16.0 | 4189.0 | 0.6885460000001251 | 16.0 | 16.0 | 0.0 | 3.6672812143961586 | 2.652447855214556 | 12.826013565063475 | 1.6769514083862305 | 0.0002500000000000001 | 1.0842021724855042e-19 | 0.00025 | 0.00025 | 38.198184999999995 | 14.034579999999998 | 66.10022 | 16.216553 | -0.64605147 | 16.59233 | 22.791985 | -23.691145000000002 | |||
| 147 | 146 | 3182.0 | 0.0 | 4226.0 | 146.0 | 37.0 | 4226.0 | 0.6848830000001266 | 37.0 | 37.0 | 1.0 | 3.910559412505892 | 3.2818189268943216 | 14.097553253173828 | 1.5584455728530884 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 33.587006 | 17.590252 | 92.08839 | 15.176153 | 14.475992000000002 | 13.954334 | 31.450356 | -8.867206 | |||
| 148 | 147 | 3228.0 | 0.0 | 4272.0 | 147.0 | 46.0 | 4272.0 | 0.6803290000001284 | 46.0 | 46.0 | 0.0 | 4.512958338525559 | 3.8668622182101435 | 17.192718505859375 | 1.1989927291870115 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 39.217075 | 15.060659 | 77.653625 | 14.346551000000002 | 25.714548 | 10.105694999999999 | 32.72493 | -13.984132999999998 | |||
| 149 | 148 | 3251.0 | 0.0 | 4295.0 | 148.0 | 23.0 | 4295.0 | 0.6780520000001293 | 23.0 | 23.0 | 0.0 | 3.163106858730316 | 1.1197243782087711 | 6.548196792602539 | 1.463123798370361 | 0.0002500000000000001 | 5.421010862427521e-20 | 0.00025 | 0.00025 | 42.27211 | 17.392118 | 75.10616 | 11.780389 | 18.021587 | 17.263310999999998 | 33.191853 | -16.029238 | |||
| 150 | 149 | 3293.0 | 0.0 | 4337.0 | 149.0 | 42.0 | 4337.0 | 0.673894000000131 | 42.0 | 42.0 | 1.0 | 4.376583006323838 | 3.160444515416475 | 15.064682960510256 | 1.1613783836364746 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 46.744858 | 23.522812 | 122.26402 | 9.715616 | 21.72191 | 13.413499 | 32.617084999999996 | -12.215791000000001 | |||
| 151 | 150 | 3319.0 | 0.0 | 4363.0 | 150.0 | 26.0 | 4363.0 | 0.671320000000132 | 26.0 | 26.0 | 0.0 | 4.440747537612915 | 4.400950865929007 | 23.31277275085449 | 1.772646188735962 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 39.291344 | 20.309586 | 107.97731 | 19.802201999999998 | 22.094179999999998 | 13.215171 | 33.91487 | -9.017428 | |||
| 152 | 151 | 3338.0 | 0.0 | 4382.0 | 151.0 | 19.0 | 4382.0 | 0.6694390000001328 | 19.0 | 19.0 | 0.0 | 4.365557299719916 | 2.6065421117487673 | 9.601117134094238 | 1.2469885349273682 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 36.654922 | 18.250120000000003 | 77.69082 | 13.183807 | 11.468761 | 15.404276999999999 | 30.839895000000002 | -15.391063 | |||
| 153 | 152 | 3379.0 | 0.0 | 4423.0 | 152.0 | 41.0 | 4423.0 | 0.6653800000001344 | 41.0 | 41.0 | 0.0 | 3.8479962289333343 | 2.72989060587598 | 14.25924301147461 | 1.1118229627609253 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 39.405373 | 14.98112 | 76.174995 | 17.643572 | 24.654377 | 12.930862 | 32.99476 | -16.095589999999998 | |||
| 154 | 153 | 3398.0 | 0.0 | 4442.0 | 153.0 | 19.0 | 4442.0 | 0.6634990000001352 | 19.0 | 19.0 | 1.0 | 3.634367432859209 | 2.1484469250319944 | 11.210412979125977 | 1.834982991218567 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 37.978962 | 14.013986 | 79.912834 | 20.324978 | 26.32868 | 8.041604 | 32.98879 | 14.828773499999999 | |||
| 155 | 154 | 3538.0 | 0.0 | 4582.0 | 154.0 | 140.0 | 4582.0 | 0.6496390000001407 | 140.0 | 140.0 | 0.0 | 4.126998335337468 | 2.953136007061431 | 16.75442123413086 | 1.1716341972351074 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 36.479984 | 18.647070000000003 | 92.828926 | 9.740938 | 23.096207 | 11.342307 | 34.10757 | -8.357857000000001 | |||
| 156 | 155 | 3564.0 | 0.0 | 4608.0 | 155.0 | 26.0 | 4608.0 | 0.6470650000001418 | 26.0 | 26.0 | 0.0 | 4.656521406173706 | 2.7674912561499774 | 15.6143798828125 | 1.9668948650360107 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 48.338646000000004 | 17.088556 | 86.24361400000001 | 22.71595 | 24.020933 | 13.083108 | 34.43394 | -14.930727 | |||
| 157 | 156 | 3578.0 | 0.0 | 4622.0 | 156.0 | 14.0 | 4622.0 | 0.6456790000001423 | 14.0 | 14.0 | 1.0 | 3.2970481193982635 | 0.9324032378489576 | 4.66148567199707 | 1.901103377342224 | 0.0002500000000000001 | 1.0842021724855042e-19 | 0.00025 | 0.00025 | 39.991596 | 12.871856 | 69.92156999999999 | 25.064144 | 12.659929 | 21.546947 | 34.49103 | -21.326548000000003 | |||
| 158 | 157 | 3661.0 | 0.0 | 4705.0 | 157.0 | 83.0 | 4705.0 | 0.6374620000001456 | 83.0 | 83.0 | 1.0 | 4.629041260335503 | 4.236768549480919 | 27.233383178710934 | 1.2707116603851318 | 0.0002500000000000001 | 5.421010862427521e-20 | 0.00025 | 0.00025 | 40.89891 | 21.927984 | 133.96323 | 13.109988000000001 | 26.390738 | 8.992379 | 35.160779999999995 | -3.3892434000000002 | |||
| 159 | 158 | 3732.0 | 0.0 | 4776.0 | 158.0 | 71.0 | 4776.0 | 0.6304330000001485 | 71.0 | 71.0 | 0.0 | 4.098537080628532 | 2.430499992451854 | 13.747297286987305 | 1.161091685295105 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 38.79827 | 17.686243 | 95.43016 | 12.430278 | 26.772090000000002 | 10.490665 | 33.62673 | -16.80971 | |||
| 160 | 159 | 3789.0 | 0.0 | 4833.0 | 159.0 | 57.0 | 4833.0 | 0.6247900000001507 | 57.0 | 57.0 | 1.0 | 4.565870802317347 | 2.898424934793093 | 13.945039749145508 | 1.6251688003540041 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 43.932567999999996 | 21.01696 | 123.96283000000001 | 16.63438 | 25.933384 | 12.149511 | 34.919724 | -24.533178 | |||
| 161 | 160 | 3870.0 | 0.0 | 4914.0 | 160.0 | 81.0 | 4914.0 | 0.616771000000154 | 81.0 | 81.0 | 0.0 | 4.618899330496788 | 3.146148321638925 | 17.83893585205078 | 1.2948954105377195 | 0.0002500000000000001 | 5.421010862427521e-20 | 0.00025 | 0.00025 | 41.397102000000004 | 20.204998 | 123.93153000000001 | 11.61556 | 26.209023000000002 | 12.368421000000001 | 35.609444 | -19.158188 | |||
| 162 | 161 | 3910.0 | 0.0 | 4954.0 | 161.0 | 40.0 | 4954.0 | 0.6128110000001555 | 40.0 | 40.0 | 1.0 | 4.4738121430079145 | 2.8918457453210085 | 12.606972694396973 | 1.08107590675354 | 0.0002500000000000001 | 5.421010862427521e-20 | 0.00025 | 0.00025 | 42.00282 | 19.568548 | 99.798965 | 15.329388 | 25.816307000000002 | 9.223801 | 34.266678000000006 | 1.9056581000000001 | |||
| 163 | 162 | 4003.0 | 0.0 | 5047.0 | 162.0 | 93.0 | 5047.0 | 0.6036040000001592 | 93.0 | 93.0 | 0.0 | 4.411525484012522 | 3.2597178068782964 | 20.790376663208008 | 1.6830110549926758 | 0.0002500000000000001 | 5.421010862427521e-20 | 0.00025 | 0.00025 | 43.434723 | 22.30772 | 115.13972 | 13.526937 | 23.073252 | 12.801942 | 35.434470000000005 | -11.255891 | |||
| 164 | 163 | 4090.0 | 0.0 | 5134.0 | 163.0 | 87.0 | 5134.0 | 0.5949910000001627 | 87.0 | 87.0 | 1.0 | 4.06177528653034 | 2.7882873105098893 | 16.371116638183597 | 1.288341045379639 | 0.0002500000000000001 | 5.421010862427521e-20 | 0.00025 | 0.00025 | 38.458816999999996 | 19.706129999999998 | 101.98957 | 14.919084 | 25.136217000000002 | 11.76089 | 34.99897 | -20.904722 | |||
| 165 | 164 | 4125.0 | 0.0 | 5169.0 | 164.0 | 35.0 | 5169.0 | 0.5915260000001641 | 35.0 | 35.0 | 0.0 | 4.328248265911551 | 3.343056708843497 | 16.537519454956055 | 1.1762056350708008 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 38.19058 | 17.154535 | 99.42741 | 13.787222 | 17.615208 | 19.288729 | 36.150009999999995 | -20.456331 | |||
| 166 | 165 | 4197.0 | 0.0 | 5241.0 | 165.0 | 72.0 | 5241.0 | 0.584398000000167 | 72.0 | 72.0 | 0.0 | 5.5009473142489576 | 4.845795806298844 | 23.752986907958984 | 1.2534589767456057 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 44.288548 | 22.345598000000003 | 123.76718999999999 | 13.867984 | 23.794588 | 14.635573999999998 | 35.860493 | -28.2702 | |||
| 167 | 166 | 4267.0 | 0.0 | 5311.0 | 166.0 | 70.0 | 5311.0 | 0.5774680000001697 | 70.0 | 70.0 | 1.0 | 4.129456964091978 | 3.2258631867447733 | 19.16922950744629 | 1.1623655557632446 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 39.410667 | 21.06409 | 119.70103999999999 | 12.915041 | 21.825682 | 15.327088 | 36.093579999999996 | -30.105652000000003 | |||
| 168 | 167 | 4348.0 | 0.0 | 5392.0 | 167.0 | 81.0 | 5392.0 | 0.569449000000173 | 81.0 | 81.0 | 1.0 | 5.058144587278366 | 3.7754755603163286 | 20.666452407836914 | 1.5273675918579102 | 0.0002500000000000001 | 5.421010862427521e-20 | 0.00025 | 0.00025 | 47.087284000000004 | 23.594582 | 132.62463 | 18.237328 | 26.596241 | 13.771189000000001 | 37.209540000000004 | -29.157127000000003 | |||
| 169 | 168 | 4548.0 | 0.0 | 5592.0 | 168.0 | 200.0 | 5592.0 | 0.5496490000001809 | 200.0 | 200.0 | 1.0 | 4.92224600746404 | 4.2701707901092325 | 25.04295921325684 | 1.0348923206329346 | 0.0002500000000000001 | 5.421010862427521e-20 | 0.00025 | 0.00025 | 46.28848 | 22.294365 | 150.58844 | 15.155432999999999 | 26.231878000000002 | 12.078147999999999 | 37.78829 | -12.683461 | |||
| 170 | 169 | 4715.0 | 0.0 | 5759.0 | 169.0 | 167.0 | 5759.0 | 0.5331160000001876 | 167.0 | 167.0 | 1.0 | 6.244593837893152 | 5.5052277897372175 | 35.14956283569336 | 1.319740891456604 | 0.0002500000000000001 | 5.421010862427521e-20 | 0.00025 | 0.00025 | 54.396866 | 27.326008 | 173.55203 | 11.64493 | 24.968334 | 10.121993 | 38.247355999999996 | -18.252883999999998 | |||
| 171 | 170 | 4915.0 | 0.0 | 5959.0 | 170.0 | 200.0 | 5959.0 | 0.5133160000001955 | 200.0 | 200.0 | 0.0 | 5.9079746726769296 | 4.469429032505452 | 28.78939247131348 | 1.6416412591934204 | 0.0002500000000000001 | 5.421010862427521e-20 | 0.00025 | 0.00025 | 51.865970000000004 | 26.096844 | 156.5236 | 15.845332 | 31.891563 | 7.9875026 | 41.22012 | -1.3504287 |