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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
36 KiB
36 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 | 24.0 | 24.0 | 24.0 | 24.0 | 1.0 | 0.0 | |||||||||||||||||||||
| 3 | 2 | 0.0 | 1.0 | 43.0 | 43.0 | 19.0 | 43.0 | 1.0 | 0.0 | |||||||||||||||||||||
| 4 | 3 | 0.0 | 1.0 | 67.0 | 67.0 | 24.0 | 67.0 | 1.0 | 0.0 | |||||||||||||||||||||
| 5 | 4 | 0.0 | 1.0 | 119.0 | 119.0 | 52.0 | 119.0 | 1.0 | 0.0 | |||||||||||||||||||||
| 6 | 5 | 0.0 | 1.0 | 143.0 | 143.0 | 24.0 | 143.0 | 1.0 | 0.0 | |||||||||||||||||||||
| 7 | 6 | 0.0 | 1.0 | 167.0 | 167.0 | 24.0 | 167.0 | 1.0 | 0.0 | |||||||||||||||||||||
| 8 | 7 | 0.0 | 1.0 | 191.0 | 191.0 | 24.0 | 191.0 | 1.0 | 0.0 | |||||||||||||||||||||
| 9 | 8 | 0.0 | 1.0 | 215.0 | 215.0 | 24.0 | 215.0 | 1.0 | 0.0 | |||||||||||||||||||||
| 10 | 9 | 0.0 | 1.0 | 239.0 | 239.0 | 24.0 | 239.0 | 1.0 | 0.0 | |||||||||||||||||||||
| 11 | 10 | 0.0 | 1.0 | 258.0 | 258.0 | 19.0 | 258.0 | 1.0 | 0.0 | |||||||||||||||||||||
| 12 | 11 | 0.0 | 1.0 | 282.0 | 282.0 | 24.0 | 282.0 | 1.0 | 0.0 | |||||||||||||||||||||
| 13 | 12 | 0.0 | 1.0 | 306.0 | 306.0 | 24.0 | 306.0 | 1.0 | 0.0 | |||||||||||||||||||||
| 14 | 13 | 0.0 | 1.0 | 330.0 | 330.0 | 24.0 | 330.0 | 1.0 | 0.0 | |||||||||||||||||||||
| 15 | 14 | 0.0 | 1.0 | 354.0 | 354.0 | 24.0 | 354.0 | 1.0 | 0.0 | |||||||||||||||||||||
| 16 | 15 | 0.0 | 1.0 | 378.0 | 378.0 | 24.0 | 378.0 | 1.0 | 0.0 | |||||||||||||||||||||
| 17 | 16 | 0.0 | 1.0 | 402.0 | 402.0 | 24.0 | 402.0 | 1.0 | 0.0 | |||||||||||||||||||||
| 18 | 17 | 0.0 | 1.0 | 454.0 | 454.0 | 52.0 | 454.0 | 1.0 | 0.0 | |||||||||||||||||||||
| 19 | 18 | 0.0 | 1.0 | 478.0 | 478.0 | 24.0 | 478.0 | 1.0 | 0.0 | |||||||||||||||||||||
| 20 | 19 | 0.0 | 1.0 | 532.0 | 532.0 | 54.0 | 532.0 | 1.0 | 0.0 | |||||||||||||||||||||
| 21 | 20 | 0.0 | 1.0 | 556.0 | 556.0 | 24.0 | 556.0 | 1.0 | 0.0 | |||||||||||||||||||||
| 22 | 21 | 0.0 | 1.0 | 572.0 | 572.0 | 16.0 | 572.0 | 1.0 | 0.0 | |||||||||||||||||||||
| 23 | 22 | 0.0 | 1.0 | 587.0 | 587.0 | 15.0 | 587.0 | 1.0 | 0.0 | |||||||||||||||||||||
| 24 | 23 | 0.0 | 1.0 | 639.0 | 639.0 | 52.0 | 639.0 | 1.0 | 0.0 | |||||||||||||||||||||
| 25 | 24 | 0.0 | 1.0 | 720.0 | 720.0 | 81.0 | 720.0 | 1.0 | 0.0 | |||||||||||||||||||||
| 26 | 25 | 0.0 | 1.0 | 744.0 | 744.0 | 24.0 | 744.0 | 1.0 | 0.0 | |||||||||||||||||||||
| 27 | 26 | 0.0 | 1.0 | 749.0 | 749.0 | 5.0 | 749.0 | 1.0 | 0.0 | |||||||||||||||||||||
| 28 | 27 | 0.0 | 1.0 | 773.0 | 773.0 | 24.0 | 773.0 | 1.0 | 0.0 | |||||||||||||||||||||
| 29 | 28 | 0.0 | 1.0 | 775.0 | 775.0 | 2.0 | 775.0 | 1.0 | 0.0 | |||||||||||||||||||||
| 30 | 29 | 0.0 | 1.0 | 799.0 | 799.0 | 24.0 | 799.0 | 1.0 | 0.0 | |||||||||||||||||||||
| 31 | 30 | 0.0 | 1.0 | 823.0 | 823.0 | 24.0 | 823.0 | 1.0 | 0.0 | |||||||||||||||||||||
| 32 | 31 | 0.0 | 1.0 | 875.0 | 875.0 | 52.0 | 875.0 | 1.0 | 0.0 | |||||||||||||||||||||
| 33 | 32 | 0.0 | 1.0 | 890.0 | 890.0 | 15.0 | 890.0 | 1.0 | 0.0 | |||||||||||||||||||||
| 34 | 33 | 0.0 | 1.0 | 914.0 | 914.0 | 24.0 | 914.0 | 1.0 | 0.0 | |||||||||||||||||||||
| 35 | 34 | 0.0 | 1.0 | 938.0 | 938.0 | 24.0 | 938.0 | 1.0 | 0.0 | |||||||||||||||||||||
| 36 | 35 | 0.0 | 1.0 | 952.0 | 952.0 | 14.0 | 952.0 | 1.0 | 0.0 | |||||||||||||||||||||
| 37 | 36 | 0.0 | 1.0 | 976.0 | 976.0 | 24.0 | 976.0 | 1.0 | 0.0 | |||||||||||||||||||||
| 38 | 37 | 0.0 | 1.0 | 1028.0 | 1028.0 | 52.0 | 1028.0 | 1.0 | 0.0 | |||||||||||||||||||||
| 39 | 38 | 6.0 | 0.0 | 1052.0 | 1052.0 | 24.0 | 1052.0 | 0.9999762400000004 | 0.0 | 0.0 | 0.0 | 3.931221723556519 | 0.0001869595941817377 | 3.931451797485352 | 3.930908679962158 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 0.024636402999999998 | 0.010201001 | 0.03665264 | 0.005232731 | |||||||
| 40 | 39 | 19.0 | 0.0 | 1104.0 | 1104.0 | 52.0 | 1104.0 | 0.9999247600000016 | 1.0 | 1.0 | 0.0 | 3.930199843186599 | 0.0009168658147847392 | 3.931383609771729 | 3.9289746284484863 | 0.0002500000000000001 | 1.0842021724855042e-19 | 0.00025 | 0.00025 | 0.027375148999999998 | 0.017305773 | 0.053645335 | 0.0046353065 | |||||||
| 41 | 40 | 32.0 | 0.0 | 1157.0 | 1157.0 | 53.0 | 1157.0 | 0.9998722900000028 | 1.0 | 1.0 | 0.0 | 3.927852043738732 | 0.0021632702372237785 | 3.9307613372802734 | 3.9224469661712646 | 0.0002500000000000001 | 1.0842021724855042e-19 | 0.00025 | 0.00025 | 0.03029519 | 0.012462573000000001 | 0.05198965 | 0.006787108000000001 | |||||||
| 42 | 41 | 38.0 | 0.0 | 1181.0 | 1181.0 | 24.0 | 1181.0 | 0.9998485300000032 | 0.0 | 0.0 | 0.0 | 3.9195197105407713 | 0.003458697643936128 | 3.9239797592163086 | 3.915398836135864 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 0.050883245 | 0.015535021000000001 | 0.074372254 | 0.032536387 | |||||||
| 43 | 42 | 44.0 | 0.0 | 1205.0 | 1205.0 | 24.0 | 1205.0 | 0.9998247700000038 | 0.0 | 0.0 | 0.0 | 3.9208398818969727 | 0.002526262071008664 | 3.923142433166504 | 3.9159357547760014 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 0.04823835 | 0.009737117 | 0.05789976 | 0.02957153 | |||||||
| 44 | 43 | 65.0 | 0.0 | 1289.0 | 1289.0 | 84.0 | 1289.0 | 0.9997416100000056 | 2.0 | 2.0 | 0.0 | 3.9246623277664185 | 0.0035223119953576632 | 3.9288525581359854 | 3.914816856384277 | 0.0002500000000000001 | 5.421010862427521e-20 | 0.00025 | 0.00025 | 0.034144707 | 0.015087045 | 0.06694924 | 0.012811388 | |||||||
| 45 | 44 | 71.0 | 0.0 | 1313.0 | 1313.0 | 24.0 | 1313.0 | 0.999717850000006 | 0.0 | 0.0 | 0.0 | 3.923461961746216 | 0.0032569964971006947 | 3.928899526596069 | 3.919642210006714 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 0.050062586 | 0.023262493 | 0.076820485 | 0.013894211000000002 | |||||||
| 46 | 45 | 77.0 | 0.0 | 1337.0 | 1337.0 | 24.0 | 1337.0 | 0.9996940900000066 | 0.0 | 0.0 | 0.0 | 3.9235483169555674 | 0.002781000145815756 | 3.927020072937012 | 3.9200420379638667 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 0.028888572 | 0.0052102907 | 0.035091516 | 0.021872407000000003 | |||||||
| 47 | 46 | 90.0 | 0.0 | 1389.0 | 1389.0 | 52.0 | 1389.0 | 0.9996426100000078 | 1.0 | 1.0 | 0.0 | 3.9116975267728167 | 0.008187638682222156 | 3.9239428043365483 | 3.891520977020264 | 0.0002500000000000001 | 5.421010862427521e-20 | 0.00025 | 0.00025 | 0.055864874 | 0.022876885 | 0.12141885599999999 | 0.03347692 | |||||||
| 48 | 47 | 96.0 | 0.0 | 1413.0 | 1413.0 | 24.0 | 1413.0 | 0.9996188500000084 | 0.0 | 0.0 | 0.0 | 3.908496475219727 | 0.006585844620650958 | 3.9151806831359854 | 3.898083925247192 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 0.07182529 | 0.020314291 | 0.10198222 | 0.044576887 | |||||||
| 49 | 48 | 102.0 | 0.0 | 1437.0 | 1437.0 | 24.0 | 1437.0 | 0.9995950900000088 | 0.0 | 0.0 | 0.0 | 3.911427450180054 | 0.004720749850781333 | 3.917818546295166 | 3.9059534072875977 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 0.04068216 | 0.008724220999999999 | 0.052044775 | 0.02600878 | |||||||
| 50 | 49 | 133.0 | 0.0 | 1559.0 | 1559.0 | 122.0 | 1559.0 | 0.9994743100000114 | 2.0 | 2.0 | 0.0 | 3.9116645097732543 | 0.008212209986776905 | 3.923392772674561 | 3.893138885498047 | 0.0002500000000000001 | 5.421010862427521e-20 | 0.00025 | 0.00025 | 0.057129793 | 0.024590025 | 0.14957984 | 0.022074927 | |||||||
| 51 | 50 | 139.0 | 0.0 | 1583.0 | 1583.0 | 24.0 | 1583.0 | 0.999450550000012 | 0.0 | 0.0 | 0.0 | 3.9202719132105512 | 0.004833009349884986 | 3.9244785308837886 | 3.91111421585083 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 0.042274535 | 0.008735406999999999 | 0.06115426 | 0.035954453 | |||||||
| 52 | 51 | 144.0 | 0.0 | 1602.0 | 1602.0 | 19.0 | 1602.0 | 0.9994317400000124 | 0.0 | 0.0 | 0.0 | 3.921470832824707 | 0.00476144420586029 | 3.92614221572876 | 3.915390968322754 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 0.04207947 | 0.01601966 | 0.06367975 | 0.026875777000000003 | |||||||
| 53 | 52 | 157.0 | 0.0 | 1654.0 | 1654.0 | 52.0 | 1654.0 | 0.9993802600000136 | 1.0 | 1.0 | 0.0 | 3.911713141661424 | 0.005771386710127535 | 3.925222158432007 | 3.9013674259185787 | 0.0002500000000000001 | 1.0842021724855042e-19 | 0.00025 | 0.00025 | 0.062386095999999995 | 0.020226583 | 0.104151145 | 0.027108701000000002 | |||||||
| 54 | 53 | 163.0 | 0.0 | 1678.0 | 1678.0 | 24.0 | 1678.0 | 0.999356500000014 | 0.0 | 0.0 | 0.0 | 3.9117291371027623 | 0.0066689832679940105 | 3.9203505516052246 | 3.901379585266113 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 0.05630688 | 0.012037659 | 0.07040049 | 0.034606706 | |||||||
| 55 | 54 | 169.0 | 0.0 | 1702.0 | 1702.0 | 24.0 | 1702.0 | 0.9993327400000144 | 0.0 | 0.0 | 0.0 | 3.9194070895512905 | 0.0035246215349119922 | 3.92409086227417 | 3.915106296539306 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 0.032539528 | 0.0038118690000000003 | 0.036232464 | 0.024550297999999998 | |||||||
| 56 | 55 | 175.0 | 0.0 | 1726.0 | 1726.0 | 24.0 | 1726.0 | 0.999308980000015 | 0.0 | 0.0 | 0.0 | 3.9194735685984288 | 0.0042013866720017005 | 3.925476551055908 | 3.9114837646484375 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 0.044017408 | 0.025064694 | 0.09924943 | 0.024483632 | |||||||
| 57 | 56 | 181.0 | 0.0 | 1750.0 | 1750.0 | 24.0 | 1750.0 | 0.9992852200000156 | 0.0 | 0.0 | 0.0 | 3.9229532082875567 | 0.0047150717722185854 | 3.9258666038513184 | 3.912473201751709 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 0.039739486 | 0.019273119 | 0.082423985 | 0.026975336000000003 | |||||||
| 58 | 57 | 187.0 | 0.0 | 1774.0 | 1774.0 | 24.0 | 1774.0 | 0.9992614600000159 | 0.0 | 0.0 | 0.0 | 3.917657891909281 | 0.007991384330989712 | 3.923840999603272 | 3.906161785125733 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 0.05919824 | 0.03566478 | 0.116413414 | 0.030492092000000002 | |||||||
| 59 | 58 | 193.0 | 0.0 | 1798.0 | 1798.0 | 24.0 | 1798.0 | 0.9992377000000164 | 0.0 | 0.0 | 0.0 | 3.9170728524525966 | 0.004003744192301737 | 3.9226815700531006 | 3.90941333770752 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 0.040361468 | 0.01585028 | 0.07572205 | 0.0322183 | |||||||
| 60 | 59 | 220.0 | 0.0 | 1908.0 | 1908.0 | 110.0 | 1908.0 | 0.9991288000000188 | 2.0 | 2.0 | 0.0 | 3.9092675403312405 | 0.007240421387456694 | 3.921100616455078 | 3.8942036628723145 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 0.054216314 | 0.026537126 | 0.1382415 | 0.032443658 | |||||||
| 61 | 60 | 238.0 | 0.0 | 1978.0 | 1978.0 | 70.0 | 1978.0 | 0.9990595000000204 | 1.0 | 1.0 | 0.0 | 3.9095789061652284 | 0.009335145690782778 | 3.9196851253509517 | 3.877565860748291 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 0.06285704 | 0.039437227000000005 | 0.21063226 | 0.027021378 | |||||||
| 62 | 61 | 244.0 | 0.0 | 2002.0 | 2002.0 | 24.0 | 2002.0 | 0.9990357400000208 | 0.0 | 0.0 | 0.0 | 3.9234656890233364 | 0.004963029550714253 | 3.9265444278717037 | 3.912503719329834 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 0.03451577 | 0.020586407 | 0.08014955 | 0.021209395 | |||||||
| 63 | 62 | 250.0 | 0.0 | 2026.0 | 2026.0 | 24.0 | 2026.0 | 0.9990119800000214 | 0.0 | 0.0 | 0.0 | 3.923621535301209 | 0.003351060171561991 | 3.927440643310547 | 3.917670488357544 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 0.03137474 | 0.017449882 | 0.06696568 | 0.012469228999999998 | |||||||
| 64 | 63 | 256.0 | 0.0 | 2050.0 | 2050.0 | 24.0 | 2050.0 | 0.9989882200000219 | 0.0 | 0.0 | 0.0 | 3.9239328304926553 | 0.004303587358077178 | 3.928022146224976 | 3.916937828063965 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 0.036339886 | 0.024876607999999998 | 0.08432637 | 0.016238352 | |||||||
| 65 | 64 | 262.0 | 0.0 | 2074.0 | 2074.0 | 24.0 | 2074.0 | 0.9989644600000224 | 0.0 | 0.0 | 0.0 | 3.922675569852193 | 0.003945203974885769 | 3.926812171936035 | 3.916001796722412 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 0.03397216 | 0.015986292 | 0.06819728 | 0.021722147 | |||||||
| 66 | 65 | 268.0 | 0.0 | 2098.0 | 2098.0 | 24.0 | 2098.0 | 0.998940700000023 | 0.0 | 0.0 | 0.0 | 3.9233856598536168 | 0.0025418268998109988 | 3.9255661964416495 | 3.9190070629119873 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 0.027544653 | 0.0030020403 | 0.03098054 | 0.023629117999999998 | |||||||
| 67 | 66 | 274.0 | 0.0 | 2122.0 | 2122.0 | 24.0 | 2122.0 | 0.9989169400000236 | 0.0 | 0.0 | 0.0 | 3.9184800386428833 | 0.006126075387770387 | 3.925452470779419 | 3.9083778858184814 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 0.04692222 | 0.025018802000000003 | 0.09491508 | 0.027865942999999997 | |||||||
| 68 | 67 | 300.0 | 0.0 | 2226.0 | 2226.0 | 104.0 | 2226.0 | 0.9988139800000256 | 2.0 | 2.0 | 0.0 | 3.917559577868535 | 0.005360782785403112 | 3.9242238998413086 | 3.907365322113037 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 0.041328712999999996 | 0.013695423500000001 | 0.08924542 | 0.026938034 | |||||||
| 69 | 68 | 306.0 | 0.0 | 2250.0 | 2250.0 | 24.0 | 2250.0 | 0.9987902200000264 | 0.0 | 0.0 | 0.0 | 3.9195762475331626 | 0.005477586097500176 | 3.925743579864502 | 3.910479068756104 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 0.04433396 | 0.02477532 | 0.09257056 | 0.025777865 | |||||||
| 70 | 69 | 319.0 | 0.0 | 2304.0 | 2304.0 | 54.0 | 2304.0 | 0.9987367600000274 | 1.0 | 1.0 | 0.0 | 3.911903124589186 | 0.012669416789346187 | 3.925137996673584 | 3.883302927017212 | 0.0002500000000000001 | 1.0842021724855042e-19 | 0.00025 | 0.00025 | 0.06774586 | 0.05211675 | 0.19558774 | 0.024129536 | |||||||
| 71 | 70 | 333.0 | 0.0 | 2359.0 | 2359.0 | 55.0 | 2359.0 | 0.9986823100000286 | 1.0 | 1.0 | 0.0 | 3.9136668273380826 | 0.004703153555387972 | 3.9223999977111816 | 3.903387308120728 | 0.0002500000000000001 | 1.0842021724855042e-19 | 0.00025 | 0.00025 | 0.054232277 | 0.021540705 | 0.08497343 | 0.026842522999999997 | |||||||
| 72 | 71 | 339.0 | 0.0 | 2383.0 | 2383.0 | 24.0 | 2383.0 | 0.9986585500000292 | 0.0 | 0.0 | 0.0 | 3.919779459635417 | 0.005024234762296529 | 3.924915790557861 | 3.913316011428833 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 0.04258514 | 0.01664229 | 0.07179942 | 0.029295942000000002 | |||||||
| 73 | 72 | 345.0 | 0.0 | 2407.0 | 2407.0 | 24.0 | 2407.0 | 0.9986347900000296 | 0.0 | 0.0 | 0.0 | 3.916400829950968 | 0.0037087443724350406 | 3.922591209411621 | 3.910990238189697 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 0.04164288 | 0.013494465 | 0.0606514 | 0.028523112000000003 | |||||||
| 74 | 73 | 351.0 | 0.0 | 2431.0 | 2431.0 | 24.0 | 2431.0 | 0.9986110300000302 | 0.0 | 0.0 | 0.0 | 3.9100563923517857 | 0.00997217178932747 | 3.921787738800049 | 3.8964726924896236 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 0.07148257 | 0.036750328 | 0.1316841 | 0.029105565 | 0.08476112848147811 | 0.010302674861150477 | 0.09618881531059796 | 0.07362114340066975 | |||
| 75 | 74 | 357.0 | 0.0 | 2455.0 | 2455.0 | 24.0 | 2455.0 | 0.9985872700000308 | 0.0 | 0.0 | 0.0 | 3.9050901333491006 | 0.011260458891407692 | 3.917460203170776 | 3.886053562164306 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 0.06699019 | 0.033011075 | 0.13050018 | 0.023535503 | |||||||
| 76 | 75 | 363.0 | 0.0 | 2479.0 | 2479.0 | 24.0 | 2479.0 | 0.9985635100000312 | 0.0 | 0.0 | 0.0 | 3.902606129646301 | 0.008859863475206243 | 3.9116301536560063 | 3.8883891105651855 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 0.087462075 | 0.01343957 | 0.10717838 | 0.065659955 | |||||||
| 77 | 76 | 366.0 | 0.0 | 2490.0 | 2490.0 | 11.0 | 2490.0 | 0.9985526200000314 | 0.0 | 0.0 | 0.0 | 3.9155500729878745 | 0.0018176602717315427 | 3.916898250579834 | 3.912980556488037 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 0.05424859 | 0.016205095 | 0.07480604 | 0.03519769 | |||||||
| 78 | 77 | 372.0 | 0.0 | 2514.0 | 2514.0 | 24.0 | 2514.0 | 0.998528860000032 | 0.0 | 0.0 | 0.0 | 3.913112123807272 | 0.008634982019425629 | 3.924261569976807 | 3.897240400314331 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 0.07271529 | 0.045303952 | 0.16942109 | 0.032734662000000005 | |||||||
| 79 | 78 | 385.0 | 0.0 | 2566.0 | 2566.0 | 52.0 | 2566.0 | 0.9984773800000329 | 1.0 | 1.0 | 0.0 | 3.9163635143866906 | 0.008402620778335278 | 3.924272537231445 | 3.89665412902832 | 0.0002500000000000001 | 1.0842021724855042e-19 | 0.00025 | 0.00025 | 0.055364605 | 0.03820964 | 0.1473404 | 0.0231255 | |||||||
| 80 | 79 | 391.0 | 0.0 | 2590.0 | 2590.0 | 24.0 | 2590.0 | 0.9984536200000336 | 0.0 | 0.0 | 0.0 | 3.9137684504191075 | 0.0072265819198150455 | 3.9209821224212646 | 3.899287462234497 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 0.04803099 | 0.024139998 | 0.09744034 | 0.02894604 | |||||||
| 81 | 80 | 397.0 | 0.0 | 2614.0 | 2614.0 | 24.0 | 2614.0 | 0.998429860000034 | 0.0 | 0.0 | 0.0 | 3.9168293078740444 | 0.006003024888928708 | 3.922558307647705 | 3.908766984939575 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 0.045994043 | 0.011773996 | 0.062946476 | 0.031108396 | |||||||
| 82 | 81 | 403.0 | 0.0 | 2638.0 | 2638.0 | 24.0 | 2638.0 | 0.9984061000000346 | 0.0 | 0.0 | 0.0 | 3.916066884994507 | 0.006186006283226114 | 3.9224953651428223 | 3.903759002685547 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 0.043480277000000005 | 0.024671106 | 0.09772151 | 0.025931357999999998 | |||||||
| 83 | 82 | 409.0 | 0.0 | 2662.0 | 2662.0 | 24.0 | 2662.0 | 0.9983823400000352 | 0.0 | 0.0 | 0.0 | 3.916084011395773 | 0.004613187612996604 | 3.92165207862854 | 3.908083438873291 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 0.037429407000000005 | 0.012449372 | 0.06288264 | 0.02597355 | |||||||
| 84 | 83 | 427.0 | 0.0 | 2735.0 | 2735.0 | 73.0 | 2735.0 | 0.9983100700000368 | 2.0 | 2.0 | 0.0 | 3.9208069774839616 | 0.004117341834542028 | 3.9270694255828857 | 3.913329124450684 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 0.035283703 | 0.016989514 | 0.094444364 | 0.022399304 | 0.06518436856567916 | 0.007824789763257008 | 0.07343369647860579 | 0.05451569035649359 | |||
| 85 | 84 | 433.0 | 0.0 | 2759.0 | 2759.0 | 24.0 | 2759.0 | 0.9982863100000372 | 0.0 | 0.0 | 0.0 | 3.9209779500961295 | 0.005507315274268738 | 3.926806926727295 | 3.910200834274292 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 0.03683711 | 0.027313525 | 0.09770038 | 0.020772181 | |||||||
| 86 | 85 | 439.0 | 0.0 | 2783.0 | 2783.0 | 24.0 | 2783.0 | 0.9982625500000376 | 0.0 | 0.0 | 0.0 | 3.922569274902344 | 0.0025260958892192077 | 3.9246745109558105 | 3.918498277664185 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 0.030211547000000002 | 0.0026579774 | 0.03448953 | 0.027547607 | |||||||
| 87 | 86 | 445.0 | 0.0 | 2807.0 | 2807.0 | 24.0 | 2807.0 | 0.9982387900000382 | 0.0 | 0.0 | 0.0 | 3.918254733085632 | 0.007103240605972088 | 3.9245026111602783 | 3.9033164978027344 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 0.046279787999999995 | 0.039431535 | 0.13437147 | 0.027575018 | |||||||
| 88 | 87 | 451.0 | 0.0 | 2831.0 | 2831.0 | 24.0 | 2831.0 | 0.9982150300000387 | 0.0 | 0.0 | 0.0 | 3.9129236141840615 | 0.0052595039126077025 | 3.919306993484497 | 3.905198574066162 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 0.05645022 | 0.028249081000000002 | 0.10810237 | 0.025189718 | |||||||
| 89 | 88 | 457.0 | 0.0 | 2855.0 | 2855.0 | 24.0 | 2855.0 | 0.9981912700000392 | 0.0 | 0.0 | 0.0 | 3.9068985780080165 | 0.009396844757470137 | 3.9179880619049072 | 3.893443107604981 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 0.058815985999999994 | 0.020622537 | 0.09929817 | 0.036466278 | |||||||
| 90 | 89 | 463.0 | 0.0 | 2879.0 | 2879.0 | 24.0 | 2879.0 | 0.9981675100000398 | 0.0 | 0.0 | 0.0 | 3.9025650024414062 | 0.007012971449426645 | 3.9111347198486333 | 3.892833709716797 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 0.056319642999999996 | 0.020603087 | 0.08862509 | 0.034218702000000004 | |||||||
| 91 | 90 | 476.0 | 0.0 | 2931.0 | 2931.0 | 52.0 | 2931.0 | 0.9981160300000408 | 1.0 | 1.0 | 0.0 | 3.9140769151540895 | 0.009024169067599008 | 3.9249675273895264 | 3.896440982818604 | 0.0002500000000000001 | 1.0842021724855042e-19 | 0.00025 | 0.00025 | 0.051226035 | 0.032695282 | 0.15438132 | 0.027635505 | 0.0936851561069494 | 0.012604273517062052 | 0.11053429581224976 | 0.07528237439692065 | |||
| 92 | 91 | 489.0 | 0.0 | 2985.0 | 2985.0 | 54.0 | 2985.0 | 0.998062570000042 | 1.0 | 1.0 | 0.0 | 3.915743772800152 | 0.007192079894537922 | 3.92524003982544 | 3.9029860496521 | 0.0002500000000000001 | 1.0842021724855042e-19 | 0.00025 | 0.00025 | 0.05103354 | 0.035138838 | 0.13290058 | 0.02600321 | |||||||
| 93 | 92 | 495.0 | 0.0 | 3009.0 | 3009.0 | 24.0 | 3009.0 | 0.9980388100000426 | 0.0 | 0.0 | 0.0 | 3.905655527114868 | 0.007160981176258628 | 3.911682605743408 | 3.8922731876373287 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 0.075185 | 0.023720368999999998 | 0.100431845 | 0.03333227 | |||||||
| 94 | 93 | 513.0 | 0.0 | 3081.0 | 3081.0 | 72.0 | 3081.0 | 0.997967530000044 | 1.0 | 1.0 | 0.0 | 3.9139904134413777 | 0.0086975207069538 | 3.925023078918457 | 3.89181399345398 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 0.04482082 | 0.021076564 | 0.099374495 | 0.024501602999999997 | |||||||
| 95 | 94 | 526.0 | 0.0 | 3133.0 | 3133.0 | 52.0 | 3133.0 | 0.9979160500000452 | 1.0 | 1.0 | 0.0 | 3.9159895579020176 | 0.00523427199221536 | 3.924862384796143 | 3.908602237701416 | 0.0002500000000000001 | 5.421010862427521e-20 | 0.00025 | 0.00025 | 0.04776742 | 0.021948164 | 0.092593655 | 0.023053447 | |||||||
| 96 | 95 | 532.0 | 0.0 | 3157.0 | 3157.0 | 24.0 | 3157.0 | 0.9978922900000458 | 0.0 | 0.0 | 0.0 | 3.9092134475708007 | 0.008149856535380534 | 3.9185829162597656 | 3.897855281829834 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 0.062389858 | 0.026056597 | 0.10220042 | 0.024471639 | |||||||
| 97 | 96 | 535.0 | 0.0 | 3168.0 | 3168.0 | 11.0 | 3168.0 | 0.9978814000000459 | 0.0 | 0.0 | 0.0 | 3.916452527046204 | 0.0008543729782104492 | 3.9173069000244136 | 3.915598154067993 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 0.063554764 | 0.0019908305 | 0.065545596 | 0.061563935 | |||||||
| 98 | 97 | 541.0 | 0.0 | 3192.0 | 3192.0 | 24.0 | 3192.0 | 0.9978576400000464 | 0.0 | 0.0 | 0.0 | 3.909935712814331 | 0.009116530731455148 | 3.919701814651489 | 3.896805286407471 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 0.059497137 | 0.018856974 | 0.10141122 | 0.04773607 | |||||||
| 99 | 98 | 547.0 | 0.0 | 3216.0 | 3216.0 | 24.0 | 3216.0 | 0.9978338800000469 | 0.0 | 0.0 | 0.0 | 3.9149986108144126 | 0.0027575270011946595 | 3.9209814071655273 | 3.9130215644836426 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 0.030355075 | 0.006294075400000001 | 0.04412072 | 0.026117932000000003 | |||||||
| 100 | 99 | 553.0 | 0.0 | 3240.0 | 3240.0 | 24.0 | 3240.0 | 0.9978101200000477 | 0.0 | 0.0 | 0.0 | 3.917744477589925 | 0.005195170518982814 | 3.922660112380981 | 3.907017230987549 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 0.045432035 | 0.032666054 | 0.1175383 | 0.025086987999999998 | |||||||
| 101 | 100 | 557.0 | 0.0 | 3254.0 | 3254.0 | 14.0 | 3254.0 | 0.9977962600000478 | 0.0 | 0.0 | 0.0 | 3.920853197574616 | 0.0032335072829633733 | 3.924139499664306 | 3.917365074157715 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 0.030746818 | 0.0021103802 | 0.03299701 | 0.027722057 | |||||||
| 102 | 101 | 563.0 | 0.0 | 3278.0 | 3278.0 | 24.0 | 3278.0 | 0.9977725000000484 | 0.0 | 0.0 | 0.0 | 3.919173240661621 | 0.005245355548032364 | 3.924139499664306 | 3.9121251106262207 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 0.04046173 | 0.014030717 | 0.06180547 | 0.026807047 | |||||||
| 103 | 102 | 569.0 | 0.0 | 3302.0 | 3302.0 | 24.0 | 3302.0 | 0.9977487400000488 | 0.0 | 0.0 | 0.0 | 3.9149168729782096 | 0.0061396117532687726 | 3.9230012893676762 | 3.903376579284668 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 0.046323236 | 0.028988915 | 0.106054954 | 0.022678047000000003 | |||||||
| 104 | 103 | 586.0 | 0.0 | 3372.0 | 3372.0 | 70.0 | 3372.0 | 0.9976794400000504 | 1.0 | 1.0 | 0.0 | 3.913790001588709 | 0.007607273391496842 | 3.9222259521484375 | 3.8915696144104 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 0.048422455999999996 | 0.027336113 | 0.14846925 | 0.024543261 | 0.08890687171369849 | 0.0057769732922772635 | 0.09813238270580824 | 0.08220024779439031 | |||
| 105 | 104 | 592.0 | 0.0 | 3396.0 | 3396.0 | 24.0 | 3396.0 | 0.9976556800000508 | 0.0 | 0.0 | 0.0 | 3.9051036437352504 | 0.010066815309635413 | 3.9189527034759517 | 3.891021728515625 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 0.07512694 | 0.038009237 | 0.14281742 | 0.029755544 | |||||||
| 106 | 105 | 605.0 | 0.0 | 3448.0 | 3448.0 | 52.0 | 3448.0 | 0.997604200000052 | 1.0 | 1.0 | 0.0 | 3.918142575484056 | 0.004807752853212899 | 3.9268784523010254 | 3.9082822799682617 | 0.0002500000000000001 | 1.0842021724855042e-19 | 0.00025 | 0.00025 | 0.047655147 | 0.015859362 | 0.069891356 | 0.02621034 | |||||||
| 107 | 106 | 611.0 | 0.0 | 3472.0 | 3472.0 | 24.0 | 3472.0 | 0.9975804400000524 | 0.0 | 0.0 | 0.0 | 3.922736167907715 | 0.004756774725984181 | 3.927563190460205 | 3.915974378585816 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 0.035386693 | 0.020567527 | 0.065062605 | 0.016547779 | |||||||
| 108 | 107 | 617.0 | 0.0 | 3496.0 | 3496.0 | 24.0 | 3496.0 | 0.997556680000053 | 0.0 | 0.0 | 0.0 | 3.9203327099482217 | 0.004061983058799976 | 3.925859928131104 | 3.915069103240967 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 0.04631984 | 0.026807077000000002 | 0.09610328 | 0.019933652 | |||||||
| 109 | 108 | 649.0 | 0.0 | 3625.0 | 3625.0 | 129.0 | 3625.0 | 0.9974289700000558 | 3.0 | 3.0 | 0.0 | 3.923788636922836 | 0.004537128590388258 | 3.927222728729248 | 3.9080944061279297 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 0.030336653999999998 | 0.02382997 | 0.13023514 | 0.017189205 | |||||||
| 110 | 109 | 655.0 | 0.0 | 3649.0 | 3649.0 | 24.0 | 3649.0 | 0.9974052100000564 | 0.0 | 0.0 | 0.0 | 3.9207735538482655 | 0.0035924389765510157 | 3.9250328540802 | 3.915910482406616 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 0.032113407000000004 | 0.011513927 | 0.054861814 | 0.024240493999999998 | |||||||
| 111 | 110 | 659.0 | 0.0 | 3664.0 | 3664.0 | 15.0 | 3664.0 | 0.9973903600000568 | 0.0 | 0.0 | 0.0 | 3.9228345553080235 | 0.0003317393460244041 | 3.923073053359986 | 3.922365427017212 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 0.03727657 | 0.0020841311 | 0.03966171 | 0.03458442 | |||||||
| 112 | 111 | 665.0 | 0.0 | 3688.0 | 3688.0 | 24.0 | 3688.0 | 0.9973666000000572 | 0.0 | 0.0 | 0.0 | 3.9084523916244502 | 0.009292891847852236 | 3.922221183776856 | 3.894871711730957 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 0.07930285 | 0.036750987 | 0.14641604 | 0.04038639 | 0.0916911038570112 | 0.009647038774873912 | 0.10525367259979317 | 0.08191287331283162 | |||
| 113 | 112 | 671.0 | 0.0 | 3712.0 | 3712.0 | 24.0 | 3712.0 | 0.9973428400000576 | 0.0 | 0.0 | 0.0 | 3.8974783023198447 | 0.0069921682108377995 | 3.904455423355103 | 3.883086681365967 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 0.07495888 | 0.03793664 | 0.13841867 | 0.040677045 | |||||||
| 114 | 113 | 677.0 | 0.0 | 3736.0 | 3736.0 | 24.0 | 3736.0 | 0.9973190800000582 | 0.0 | 0.0 | 0.0 | 3.8999780019124355 | 0.00718585597301854 | 3.912724256515503 | 3.892054796218872 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 0.057599317000000004 | 0.024273789 | 0.10768027599999999 | 0.040277123 | |||||||
| 115 | 114 | 683.0 | 0.0 | 3760.0 | 3760.0 | 24.0 | 3760.0 | 0.9972953200000588 | 0.0 | 0.0 | 0.0 | 3.9139475027720128 | 0.006154488318593091 | 3.919713735580444 | 3.90060043334961 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 0.05482946 | 0.024598442 | 0.09933748 | 0.02494547 | |||||||
| 116 | 115 | 689.0 | 0.0 | 3784.0 | 3784.0 | 24.0 | 3784.0 | 0.9972715600000592 | 0.0 | 0.0 | 0.0 | 3.920869668324789 | 0.0044228172247363865 | 3.924695491790772 | 3.9118261337280273 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 0.037495647 | 0.019610023 | 0.08059879 | 0.024835832000000002 | |||||||
| 117 | 116 | 695.0 | 0.0 | 3808.0 | 3808.0 | 24.0 | 3808.0 | 0.9972478000000596 | 0.0 | 0.0 | 0.0 | 3.9191441535949703 | 0.00451113975330716 | 3.926470279693604 | 3.911728858947754 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 0.041447747 | 0.02103844 | 0.084396675 | 0.026409343 | |||||||
| 118 | 117 | 738.0 | 0.0 | 3978.0 | 3978.0 | 170.0 | 3978.0 | 0.9970795000000634 | 3.0 | 3.0 | 0.0 | 3.9165122453556505 | 0.006977571502184013 | 3.926590442657471 | 3.8990087509155273 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 0.04330304 | 0.023496552999999996 | 0.16307001 | 0.021030486 | 0.08719090074300824 | 0.004384964510266157 | 0.0933257479220635 | 0.08139844983816205 | |||
| 119 | 118 | 751.0 | 0.0 | 4030.0 | 4030.0 | 52.0 | 4030.0 | 0.9970280200000644 | 1.0 | 1.0 | 0.0 | 3.916848549476037 | 0.005712134417999468 | 3.92422866821289 | 3.907773494720459 | 0.0002500000000000001 | 1.0842021724855042e-19 | 0.00025 | 0.00025 | 0.041761603 | 0.014570508000000001 | 0.0679164 | 0.022544682000000003 | |||||||
| 120 | 119 | 757.0 | 0.0 | 4054.0 | 4054.0 | 24.0 | 4054.0 | 0.9970042600000649 | 0.0 | 0.0 | 0.0 | 3.9193346103032436 | 0.004432542033561474 | 3.924940586090088 | 3.913836479187012 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 0.035656117 | 0.013340753 | 0.054977793 | 0.024477727999999997 | |||||||
| 121 | 120 | 770.0 | 0.0 | 4108.0 | 4108.0 | 54.0 | 4108.0 | 0.9969508000000662 | 1.0 | 1.0 | 0.0 | 3.9218933215508094 | 0.0032774388367835684 | 3.925375699996948 | 3.915863752365112 | 0.0002500000000000001 | 1.0842021724855042e-19 | 0.00025 | 0.00025 | 0.028891372000000002 | 0.005980155 | 0.04542286 | 0.021098942000000002 | |||||||
| 122 | 121 | 776.0 | 0.0 | 4132.0 | 4132.0 | 24.0 | 4132.0 | 0.9969270400000668 | 0.0 | 0.0 | 0.0 | 3.9176737864812217 | 0.005714669586627697 | 3.925563335418701 | 3.908238410949707 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 0.045285995999999995 | 0.030636344 | 0.10180283 | 0.023205636 | |||||||
| 123 | 122 | 782.0 | 0.0 | 4156.0 | 4156.0 | 24.0 | 4156.0 | 0.9969032800000672 | 0.0 | 0.0 | 0.0 | 3.920436024665833 | 0.003356617447765131 | 3.92402458190918 | 3.91544246673584 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 0.029000862999999998 | 0.0032949434000000004 | 0.03488167 | 0.026335606 | |||||||
| 124 | 123 | 788.0 | 0.0 | 4180.0 | 4180.0 | 24.0 | 4180.0 | 0.9968795200000676 | 0.0 | 0.0 | 0.0 | 3.91536025206248 | 0.00655017888814275 | 3.922631740570069 | 3.90470290184021 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 0.045356717000000005 | 0.021703152000000003 | 0.08728815599999999 | 0.024654264 | 0.07905382886529026 | 0.007113611916625477 | 0.08736122809350541 | 0.06781231760978754 | |||
| 125 | 124 | 794.0 | 0.0 | 4204.0 | 4204.0 | 24.0 | 4204.0 | 0.9968557600000684 | 0.0 | 0.0 | 0.0 | 3.910376071929932 | 0.010767410017040078 | 3.921042919158936 | 3.8927056789398193 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 0.06534929 | 0.041808754 | 0.13357772 | 0.026349599999999997 | |||||||
| 126 | 125 | 800.0 | 0.0 | 4228.0 | 4228.0 | 24.0 | 4228.0 | 0.9968320000000688 | 0.0 | 0.0 | 0.0 | 3.9098921219507847 | 0.005350928079116934 | 3.9183537960052486 | 3.90225601196289 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 0.042213876 | 0.019440081 | 0.06717642 | 0.017936898 | |||||||
| 127 | 126 | 806.0 | 0.0 | 4252.0 | 4252.0 | 24.0 | 4252.0 | 0.9968082400000692 | 0.0 | 0.0 | 0.0 | 3.9071143468221035 | 0.0076881000817021015 | 3.914450883865357 | 3.896384239196777 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 0.054666165 | 0.008074944 | 0.064143874 | 0.03893538 | |||||||
| 128 | 127 | 812.0 | 0.0 | 4276.0 | 4276.0 | 24.0 | 4276.0 | 0.9967844800000698 | 0.0 | 0.0 | 0.0 | 3.9096048275629682 | 0.009986388736643693 | 3.919159412384033 | 3.8883824348449703 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 0.05768748 | 0.03974828 | 0.14293772 | 0.029775062999999997 | |||||||
| 129 | 128 | 817.0 | 0.0 | 4297.0 | 4297.0 | 21.0 | 4297.0 | 0.9967636900000704 | 0.0 | 0.0 | 0.0 | 3.920097494125366 | 0.002192433160506277 | 3.9227235317230233 | 3.916088104248047 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 0.040013142 | 0.008046434 | 0.049552247 | 0.027085222000000003 | |||||||
| 130 | 129 | 835.0 | 0.0 | 4369.0 | 4369.0 | 72.0 | 4369.0 | 0.9966924100000718 | 1.0 | 1.0 | 0.0 | 3.923645496368408 | 0.003971335380362553 | 3.927788734436035 | 3.91408634185791 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 0.02671613 | 0.013141682 | 0.06390603 | 0.015892757 | |||||||
| 131 | 130 | 838.0 | 0.0 | 4381.0 | 4381.0 | 12.0 | 4381.0 | 0.996680530000072 | 0.0 | 0.0 | 0.0 | 3.918880701065064 | 0.004343271255493164 | 3.9232239723205566 | 3.9145374298095694 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 0.054025255 | 0.029123755 | 0.08314901 | 0.024901497999999998 | |||||||
| 132 | 131 | 844.0 | 0.0 | 4405.0 | 4405.0 | 24.0 | 4405.0 | 0.9966567700000726 | 0.0 | 0.0 | 0.0 | 3.921871614456177 | 0.0006926298367169169 | 3.922554016113281 | 3.9206774234771733 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 0.02450889 | 0.001098688 | 0.026240927999999997 | 0.02316709 | |||||||
| 133 | 132 | 850.0 | 0.0 | 4429.0 | 4429.0 | 24.0 | 4429.0 | 0.9966330100000732 | 0.0 | 0.0 | 0.0 | 3.9163283824920656 | 0.0070965356102644685 | 3.924538135528565 | 3.904819250106812 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 0.05165432 | 0.0297382 | 0.10442179 | 0.026382232000000002 | |||||||
| 134 | 133 | 856.0 | 0.0 | 4453.0 | 4453.0 | 24.0 | 4453.0 | 0.9966092500000736 | 0.0 | 0.0 | 0.0 | 3.908688926696777 | 0.004631911091536898 | 3.912821292877197 | 3.8997592926025386 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 0.031659696 | 0.0112523055 | 0.05369441 | 0.02220408 | 0.09663434764370377 | 0.011439530911160192 | 0.1133204903453594 | 0.08493784591555648 | |||
| 135 | 134 | 862.0 | 0.0 | 4477.0 | 4477.0 | 24.0 | 4477.0 | 0.996585490000074 | 0.0 | 0.0 | 0.0 | 3.9066635608673095 | 0.0069134837458520275 | 3.912567138671875 | 3.894236087799072 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 0.062734045 | 0.018426888 | 0.07988395 | 0.035628762 | |||||||
| 136 | 135 | 868.0 | 0.0 | 4501.0 | 4501.0 | 24.0 | 4501.0 | 0.9965617300000746 | 0.0 | 0.0 | 0.0 | 3.9068355560302734 | 0.006565847033646798 | 3.9155406951904297 | 3.895641326904297 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 0.043998305 | 0.01723355 | 0.06086314 | 0.020920068 | |||||||
| 137 | 136 | 874.0 | 0.0 | 4525.0 | 4525.0 | 24.0 | 4525.0 | 0.9965379700000752 | 0.0 | 0.0 | 0.0 | 3.915957403182984 | 0.005385616967520379 | 3.9220795631408687 | 3.907727241516113 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 0.036902033 | 0.010507123 | 0.054999902999999996 | 0.024909774 | 0.0808407656848436 | 0.00788653443199917 | 0.0930124886333948 | 0.07094345130026397 | |||
| 138 | 137 | 880.0 | 0.0 | 4549.0 | 4549.0 | 24.0 | 4549.0 | 0.9965142100000756 | 0.0 | 0.0 | 0.0 | 3.9223629474639887 | 0.0028969288880883147 | 3.925331115722656 | 3.918512105941773 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 0.028961518999999998 | 0.0066501414 | 0.039322792999999995 | 0.02149471 | |||||||
| 139 | 138 | 886.0 | 0.0 | 4573.0 | 4573.0 | 24.0 | 4573.0 | 0.9964904500000762 | 0.0 | 0.0 | 0.0 | 3.923176670074463 | 0.00371299680276705 | 3.92737889289856 | 3.917078971862793 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 0.029266099 | 0.015158733999999998 | 0.05913827 | 0.018256912 | |||||||
| 140 | 139 | 892.0 | 0.0 | 4597.0 | 4597.0 | 24.0 | 4597.0 | 0.9964666900000768 | 0.0 | 0.0 | 0.0 | 3.923238229751587 | 0.004645784680438121 | 3.9274325370788574 | 3.9147255420684814 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 0.033091302999999996 | 0.026435135 | 0.085256815 | 0.014830602 | |||||||
| 141 | 140 | 905.0 | 0.0 | 4649.0 | 4649.0 | 52.0 | 4649.0 | 0.9964152100000778 | 1.0 | 1.0 | 0.0 | 3.9196341435114537 | 0.0064047827852984785 | 3.927191019058228 | 3.907767772674561 | 0.0002500000000000001 | 5.421010862427521e-20 | 0.00025 | 0.00025 | 0.042559817 | 0.032465305 | 0.12077976 | 0.016249582 | 0.07142111137509405 | 0.005482124557026715 | 0.0755121868103748 | 0.06198522001504955 | |||
| 142 | 141 | 911.0 | 0.0 | 4673.0 | 4673.0 | 24.0 | 4673.0 | 0.9963914500000784 | 0.0 | 0.0 | 0.0 | 3.9114178657531737 | 0.0037289761096691845 | 3.9183673858642583 | 3.9080231189727774 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 0.03725032 | 0.012984292 | 0.053290925999999995 | 0.022740925 | |||||||
| 143 | 142 | 917.0 | 0.0 | 4697.0 | 4697.0 | 24.0 | 4697.0 | 0.9963676900000789 | 0.0 | 0.0 | 0.0 | 3.900641059875488 | 0.008202593172901158 | 3.915553331375122 | 3.89070725440979 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 0.07194456 | 0.016872436 | 0.10402675 | 0.055527583 | |||||||
| 144 | 143 | 959.0 | 0.0 | 4862.0 | 4862.0 | 165.0 | 4862.0 | 0.9962043400000824 | 3.0 | 3.0 | 0.0 | 3.916484565269657 | 0.009195321558197614 | 3.927514791488648 | 3.875643968582153 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 0.050039914000000005 | 0.03235555 | 0.19805412 | 0.016311679 | |||||||
| 145 | 144 | 961.0 | 0.0 | 4872.0 | 4872.0 | 10.0 | 4872.0 | 0.9961944400000826 | 0.0 | 0.0 | 0.0 | 3.9109601974487305 | 0.0003795623779296875 | 3.91133975982666 | 3.9105806350708012 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 0.08231486 | 0.0035963655 | 0.08591122 | 0.07871849 | |||||||
| 146 | 145 | 967.0 | 0.0 | 4896.0 | 4896.0 | 24.0 | 4896.0 | 0.9961706800000832 | 0.0 | 0.0 | 0.0 | 3.911652525266012 | 0.003730142971322064 | 3.916987419128418 | 3.9054656028747563 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 0.04770064 | 0.019455014 | 0.07120952 | 0.023291172000000002 | |||||||
| 147 | 146 | 973.0 | 0.0 | 4920.0 | 4920.0 | 24.0 | 4920.0 | 0.9961469200000836 | 0.0 | 0.0 | 0.0 | 3.9183041254679356 | 0.0061686838834256645 | 3.924216270446777 | 3.906993865966797 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 0.034143942999999996 | 0.009410023 | 0.052049465 | 0.022796946000000002 | |||||||
| 148 | 147 | 991.0 | 0.0 | 4990.0 | 4990.0 | 70.0 | 4990.0 | 0.9960776200000852 | 1.0 | 1.0 | 0.0 | 3.9259561035368176 | 0.003052624772546175 | 3.929214000701904 | 3.915111303329468 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 0.02118983 | 0.01058622 | 0.05881162400000001 | 0.009377036 | |||||||
| 149 | 148 | 997.0 | 0.0 | 5014.0 | 5014.0 | 24.0 | 5014.0 | 0.9960538600000856 | 0.0 | 0.0 | 0.0 | 3.921829501787821 | 0.005638987783575127 | 3.9289433956146236 | 3.911579132080078 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 0.053220287000000005 | 0.03926933 | 0.12531494 | 0.009659326999999999 | |||||||
| 150 | 149 | 1003.0 | 0.0 | 5038.0 | 5038.0 | 24.0 | 5038.0 | 0.9960301000000862 | 0.0 | 0.0 | 0.0 | 3.9192206859588623 | 0.010266103604497508 | 3.927973747253418 | 3.901885509490967 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 0.056758717 | 0.06047596 | 0.17380179999999998 | 0.011879246000000001 | |||||||
| 151 | 150 | 1009.0 | 0.0 | 5062.0 | 5062.0 | 24.0 | 5062.0 | 0.9960063400000868 | 0.0 | 0.0 | 0.0 | 3.9172442754109706 | 0.005568418965983125 | 3.9248442649841313 | 3.9093506336212163 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 0.031238327000000003 | 0.010524305500000001 | 0.053442303 | 0.02037601 | 0.08149474635720308 | 0.007770249236423858 | 0.08990583717823072 | 0.06942367441952285 | |||
| 152 | 151 | 1013.0 | 0.0 | 5080.0 | 5080.0 | 18.0 | 5080.0 | 0.9959885200000872 | 0.0 | 0.0 | 0.0 | 3.9071742296218868 | 0.005733222074133758 | 3.912926197052002 | 3.8976659774780273 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 0.046887867 | 0.027757969 | 0.09489569 | 0.028950742 | |||||||
| 153 | 152 | 1019.0 | 0.0 | 5104.0 | 5104.0 | 24.0 | 5104.0 | 0.9959647600000876 | 0.0 | 0.0 | 0.0 | 3.9058968623479213 | 0.006484745421506769 | 3.914803504943848 | 3.8977479934692383 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 0.05202657 | 0.016237387 | 0.069320746 | 0.028483914 | 0.10123160099610748 | 0.00924367090966277 | 0.11429844424128592 | 0.09057608395814956 | |||
| 154 | 153 | 1025.0 | 0.0 | 5128.0 | 5128.0 | 24.0 | 5128.0 | 0.995941000000088 | 0.0 | 0.0 | 0.0 | 3.9155711332956944 | 0.0034363328327467408 | 3.920102596282959 | 3.909119129180908 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 0.053072046 | 0.012842815 | 0.06840856 | 0.029084457 | |||||||
| 155 | 154 | 1043.0 | 0.0 | 5200.0 | 5200.0 | 72.0 | 5200.0 | 0.9958697200000896 | 1.0 | 1.0 | 0.0 | 3.919898920589023 | 0.0051437612299664644 | 3.926342010498047 | 3.9083333015441895 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 0.04138583 | 0.021527388999999997 | 0.10207602 | 0.02045828 | 0.06269030738622006 | 0.01062076292266587 | 0.07537700794637263 | 0.05176509544253402 | |||
| 156 | 155 | 1049.0 | 0.0 | 5224.0 | 5224.0 | 24.0 | 5224.0 | 0.9958459600000902 | 0.0 | 0.0 | 0.0 | 3.9176971515019736 | 0.004607417842329036 | 3.9241092205047607 | 3.911344051361084 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 0.035501002999999996 | 0.01075465 | 0.050750613 | 0.024178062 | |||||||
| 157 | 156 | 1055.0 | 0.0 | 5248.0 | 5248.0 | 24.0 | 5248.0 | 0.9958222000000908 | 0.0 | 0.0 | 0.0 | 3.9164028167724614 | 0.0059626211762711 | 3.9209251403808594 | 3.9075305461883545 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 0.048876654000000005 | 0.006729476 | 0.059075355999999996 | 0.041907415 | |||||||
| 158 | 157 | 1073.0 | 0.0 | 5321.0 | 5321.0 | 73.0 | 5321.0 | 0.9957499300000924 | 1.0 | 1.0 | 0.0 | 3.905633038944668 | 0.009148174520803428 | 3.91835355758667 | 3.886698722839356 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 0.05822681 | 0.027207013 | 0.10399015 | 0.021749282 | |||||||
| 159 | 158 | 1081.0 | 0.0 | 5353.0 | 5353.0 | 32.0 | 5353.0 | 0.995718250000093 | 1.0 | 1.0 | 0.0 | 3.913202864783151 | 0.005236289078716726 | 3.9200148582458496 | 3.9020719528198238 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 0.0547998 | 0.013358063 | 0.06949056 | 0.027396418 | |||||||
| 160 | 159 | 1094.0 | 0.0 | 5405.0 | 5405.0 | 52.0 | 5405.0 | 0.995666770000094 | 1.0 | 1.0 | 0.0 | 3.9192105531692505 | 0.004669106205029015 | 3.926281929016113 | 3.909046649932861 | 0.0002500000000000001 | 5.421010862427521e-20 | 0.00025 | 0.00025 | 0.036138903 | 0.020488637 | 0.09338717 | 0.022378178 | |||||||
| 161 | 160 | 1100.0 | 0.0 | 5429.0 | 5429.0 | 24.0 | 5429.0 | 0.9956430100000946 | 0.0 | 0.0 | 0.0 | 3.9190433025360103 | 0.008085068281393173 | 3.925692081451416 | 3.9033432006835938 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 0.043787934 | 0.038508907 | 0.120709114 | 0.022125468 | |||||||
| 162 | 161 | 1101.0 | 0.0 | 5433.0 | 5433.0 | 4.0 | 5433.0 | 0.9956390500000948 | 0.0 | 0.0 | 0.0 | |||||||||||||||||||
| 163 | 162 | 1107.0 | 0.0 | 5457.0 | 5457.0 | 24.0 | 5457.0 | 0.9956152900000952 | 0.0 | 0.0 | 0.0 | 3.916163682937622 | 0.0044148482015168855 | 3.923450946807861 | 3.909670352935791 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 0.032714188 | 0.014613005 | 0.061352215999999994 | 0.022624891 | |||||||
| 164 | 163 | 1113.0 | 0.0 | 5481.0 | 5481.0 | 24.0 | 5481.0 | 0.9955915300000956 | 0.0 | 0.0 | 0.0 | 3.9131315231323236 | 0.005102815700138454 | 3.919836044311523 | 3.9040644168853764 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 0.035691007999999996 | 0.017045308000000002 | 0.06272441 | 0.019958612 | |||||||
| 165 | 164 | 1119.0 | 0.0 | 5505.0 | 5505.0 | 24.0 | 5505.0 | 0.9955677700000962 | 0.0 | 0.0 | 0.0 | 3.9153110504150392 | 0.004432079895266936 | 3.9200963973999023 | 3.909667491912842 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 0.038842898 | 0.014238488999999998 | 0.053485795999999995 | 0.018271173999999998 | 0.08357564113102907 | 0.003596546303727882 | 0.08858791217207967 | 0.07728954404592572 | |||
| 166 | 165 | 1132.0 | 0.0 | 5557.0 | 5557.0 | 52.0 | 5557.0 | 0.9955162900000972 | 1.0 | 1.0 | 0.0 | 3.9181122779846187 | 0.006767361062050372 | 3.924193859100342 | 3.905217170715332 | 0.0002500000000000001 | 5.421010862427521e-20 | 0.00025 | 0.00025 | 0.040395636 | 0.02126028 | 0.09509674 | 0.020652201000000002 | |||||||
| 167 | 166 | 1146.0 | 0.0 | 5611.0 | 5611.0 | 54.0 | 5611.0 | 0.9954628300000984 | 1.0 | 1.0 | 0.0 | 3.9217998064481296 | 0.004527842732396484 | 3.926323652267456 | 3.911604166030884 | 0.0002500000000000001 | 1.0842021724855042e-19 | 0.00025 | 0.00025 | 0.030633083999999998 | 0.01886538 | 0.08565833 | 0.019237602 | |||||||
| 168 | 167 | 1152.0 | 0.0 | 5635.0 | 5635.0 | 24.0 | 5635.0 | 0.9954390700000991 | 0.0 | 0.0 | 0.0 | 3.924309531847636 | 0.002489999989859179 | 3.926170110702514 | 3.92032241821289 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 0.022820115 | 0.0013746045000000001 | 0.025504932 | 0.021013452000000002 | |||||||
| 169 | 168 | 1158.0 | 0.0 | 5659.0 | 5659.0 | 24.0 | 5659.0 | 0.9954153100000996 | 0.0 | 0.0 | 0.0 | 3.9214909076690674 | 0.004836989768199153 | 3.926125049591065 | 3.9147348403930655 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 0.033087898 | 0.01716026 | 0.059941699999999994 | 0.019464081 | |||||||
| 170 | 169 | 1200.0 | 0.0 | 5829.0 | 5829.0 | 170.0 | 5829.0 | 0.9952470100001032 | 4.0 | 4.0 | 0.0 | 3.9123557011286416 | 0.00992056194615703 | 3.9257907867431636 | 3.88425874710083 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 0.047889408 | 0.025188443999999997 | 0.1270231 | 0.021248847 | |||||||
| 171 | 170 | 1206.0 | 0.0 | 5853.0 | 5853.0 | 24.0 | 5853.0 | 0.9952232500001036 | 0.0 | 0.0 | 0.0 | 3.925180721282959 | 0.0022685341370699045 | 3.927363395690918 | 3.9223520755767822 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 0.02065606 | 0.0026595895 | 0.024172977999999998 | 0.017193984 | |||||||
| 172 | 171 | 1212.0 | 0.0 | 5877.0 | 5877.0 | 24.0 | 5877.0 | 0.9951994900001042 | 0.0 | 0.0 | 0.0 | 3.9218585968017576 | 0.004588721403256332 | 3.9275248050689697 | 3.9177017211914062 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 0.03905834 | 0.01911859 | 0.060949482 | 0.01580555 | |||||||
| 173 | 172 | 1218.0 | 0.0 | 5901.0 | 5901.0 | 24.0 | 5901.0 | 0.9951757300001048 | 0.0 | 0.0 | 0.0 | 3.9258478641510015 | 0.0020144772754086006 | 3.927055835723877 | 3.9218244552612314 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 0.019175762 | 0.0023999272 | 0.023936186 | 0.01748287 | |||||||
| 174 | 173 | 1224.0 | 0.0 | 5925.0 | 5925.0 | 24.0 | 5925.0 | 0.9951519700001052 | 0.0 | 0.0 | 0.0 | 3.9267649173736574 | 0.00012098331322099605 | 3.9269504547119136 | 3.9266090393066406 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 0.018493645 | 0.00037008902 | 0.019062815 | 0.017955285 | |||||||
| 175 | 174 | 1230.0 | 0.0 | 5949.0 | 5949.0 | 24.0 | 5949.0 | 0.9951282100001058 | 0.0 | 0.0 | 0.0 | 3.92430682182312 | 0.002279374240445695 | 3.9271163940429688 | 3.922307014465332 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 0.020227063 | 0.002944093 | 0.023198321 | 0.016268 | |||||||
| 176 | 175 | 1236.0 | 0.0 | 5973.0 | 5973.0 | 24.0 | 5973.0 | 0.9951044500001064 | 0.0 | 0.0 | 0.0 | 3.9204555511474615 | 0.0036825511377112283 | 3.9265935420989986 | 3.916257381439209 | 0.00025 | 0.0 | 0.00025 | 0.00025 | 0.034467284 | 0.014903253 | 0.05299108 | 0.018289736 |