test_test_model_multiple_t08_noBuf.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "curses is not supported on this machine (please install/reinstall curses for an optimal experience)\n",
      "---------0------------\n",
      "[{'id': '1', 'model': 'AR', 'num_r': 4, 'rate': 1.0, 'dis': 100, 'action_bound': 2, 'data_buf_size': 100, 't_factor': 0.8, 'penalty': 1000}, {'id': '2', 'model': 'AR', 'num_r': 4, 'rate': 2.0, 'dis': 100, 'action_bound': 2, 'data_buf_size': 100, 't_factor': 0.8, 'penalty': 1000}, {'id': '3', 'model': 'AR', 'num_r': 4, 'rate': 3.0, 'dis': 100, 'action_bound': 2, 'data_buf_size': 100, 't_factor': 0.8, 'penalty': 1000}]\n",
      "INFO:tensorflow:Restoring parameters from model_M_08_nB/my_train_model_0-2000\n",
      "Initialization OK!----> user 1\n",
      "INFO:tensorflow:Restoring parameters from model_M_08_nB/my_train_model_0-2000\n",
      "Initialization OK!----> user 2\n",
      "INFO:tensorflow:Restoring parameters from model_M_08_nB/my_train_model_0-2000\n",
      "Initialization OK!----> user 3\n",
      "0:r:[ -1.91380982  -7.28972201 -22.99348226],p:[0.15947552 0.65638751 2.26351101],op:[1.62011486e-03 6.03250310e-05 0.00000000e+00],tr:[0.         0.72315991 0.71511389],pr:[1.03109023 1.28054971 2.2821109 ],rev:[1.0038 2.0036 2.9996],dbuf:[ 3.12522375 10.19069676 24.4269708 ],ch:[3.89173207 4.04453066 3.92447253],ibuf:[0, 0, 0],rbuf:[ 3.23582093  1.66933123 23.75207272]\n",
      "1:r:[ -1.93695404  -7.03964215 -22.77228362],p:[0.16023846 0.63855459 2.24144119],op:[1.61823781e-03 5.15587865e-05 0.00000000e+00],tr:[0.         0.71888952 0.72748733],pr:[1.03268282 1.26325434 2.25310883],rev:[1.0056 1.9824 2.9806],dbuf:[ 3.21050216  9.65396462 24.20377042],ch:[4.00497433 4.10757264 3.9759698 ],ibuf:[0, 0, 0],rbuf:[ 2.73160688  6.39153442 23.79039656]\n",
      "2:r:[ -1.87417288  -7.11399531 -23.35679809],p:[0.15573893 0.64346299 2.30817323],op:[1.73642577e-03 4.85053462e-05 0.00000000e+00],tr:[0.         0.71829741 0.75034659],pr:[1.02059066 1.26509925 2.28297162],rev:[0.9915 1.9839 3.0331],dbuf:[ 3.07184997  9.82951677 24.45706125],ch:[3.92558464 4.10567701 3.90978922],ibuf:[0, 0, 0],rbuf:[ 3.82108782 13.15481402 21.60822358]\n",
      "3:r:[ -1.98109976  -7.20199097 -22.7340606 ],p:[0.16363366 0.65092796 2.23713384],op:[1.57236564e-03 1.61584344e-05 0.00000000e+00],tr:[0.         0.72524913 0.75000495],pr:[1.03888503 1.27548267 2.25249172],rev:[1.0122 1.9998 3.0027],dbuf:[ 3.29725776  9.97219024 24.18494931],ch:[3.9513615  4.05427266 4.11472361],ibuf:[0, 0, 0],rbuf:[ 7.96511004  4.43809301 23.64147069]\n",
      "4:r:[ -1.92804477  -7.1394356  -22.98522044],p:[0.16069412 0.64605855 2.26449651],op:[1.70920051e-03 3.73445738e-05 0.00000000e+00],tr:[0.         0.72106681 0.75451785],pr:[1.03271841 1.26786194 2.26542924],rev:[1.0028 1.9887 3.0197],dbuf:[ 3.14409085  9.85334206 24.34624177],ch:[3.9175379  4.11158515 3.99164942],ibuf:[0, 0, 0],rbuf:[ 2.94087165  3.6184242  21.17053077]\n",
      "5:r:[ -1.8656261   -7.38109925 -22.75970846],p:[0.1553883  0.65894621 2.23831527],op:[1.81430668e-03 3.54895761e-05 0.00000000e+00],tr:[0.         0.69537322 0.7220148 ],pr:[1.01909246 1.29961433 2.26949103],rev:[0.9883 1.9949 2.9916],dbuf:[ 3.0400262  10.54622813 24.26593166],ch:[3.9387737  3.84055968 4.018495  ],ibuf:[0, 0, 0],rbuf:[11.86642953  3.97054864 22.11224163]\n",
      "6:r:[ -2.00775917  -7.2244489  -22.66160767],p:[0.16619547 0.65412498 2.22734903],op:[1.34948499e-03 9.38274587e-06 0.00000000e+00],tr:[0.         0.71165244 0.74115969],pr:[1.04528049 1.28092191 2.24411403],rev:[1.0211 1.9943 2.9859],dbuf:[ 3.3369976   9.95686998 24.21407723],ch:[4.08376038 3.98635243 4.0149123 ],ibuf:[0, 0, 0],rbuf:[ 3.45829456 21.61458409 28.37504889]\n",
      "7:r:[ -1.88946652  -7.44250298 -23.15720133],p:[0.15769201 0.66595466 2.28440887],op:[1.78554581e-03 2.22611331e-05 0.00000000e+00],tr:[0.         0.70090571 0.72755201],pr:[1.02503493 1.29553674 2.28385   ],rev:[0.994  1.9954 3.0109],dbuf:[ 3.06823056 10.57343818 24.409652  ],ch:[3.82547104 3.96245949 3.91199575],ibuf:[0, 0, 0],rbuf:[ 0.11594268 12.30854274 23.35496789]\n",
      "8:r:[ -1.96123963  -7.31597296 -22.95201978],p:[0.16195314 0.65998231 2.26011877],op:[1.76612303e-03 5.24836688e-05 0.00000000e+00],tr:[0.         0.72840082 0.73017285],pr:[1.03621022 1.27762784 2.28026585],rev:[1.0066 2.0066 3.0109],dbuf:[ 3.25742763 10.17847316 24.3553479 ],ch:[4.01632449 4.10673532 3.98849676],ibuf:[0, 0, 0],rbuf:[ 6.13390962 20.08341814 27.9680101 ]\n",
      "9:r:[ -1.9720764   -7.20276066 -22.42636624],p:[0.16454938 0.64687925 2.20109503],op:[1.46516103e-03 3.00502433e-05 0.00000000e+00],tr:[0.         0.70408187 0.7303502 ],pr:[1.04334975 1.27863713 2.2447442 ],rev:[1.018  1.9809 2.9743],dbuf:[ 3.21980034 10.13743114 24.08802992],ch:[3.91353449 3.99087532 4.07956145],ibuf:[0, 0, 0],rbuf:[ 2.85519021  3.09246875 20.02408675]\n",
      "10:r:[ -1.93116397  -7.17816018 -22.87518981],p:[0.15988746 0.65085471 2.2540034 ],op:[1.69329506e-03 1.91656823e-05 0.00000000e+00],tr:[0.         0.6974608  0.74996794],pr:[1.02980219 1.28161508 2.25695503],rev:[1.0011 1.9806 3.0075],dbuf:[ 3.19258954  9.85584569 24.21581318],ch:[4.06699664 3.9294839  4.0171909 ],ibuf:[0, 0, 0],rbuf:[ 3.20471689 19.11639027 25.79437983]\n",
      "11:r:[ -1.91860611  -7.26565384 -22.7240948 ],p:[0.1591233  0.65130584 2.23547247],op:[1.63033442e-03 4.20166601e-05 0.00000000e+00],tr:[0.         0.71354766 0.734979  ],pr:[1.02831499 1.27957841 2.26714949],rev:[0.9999 1.9929 3.0018],dbuf:[ 3.16288518 10.27435488 24.20157534],ch:[3.98766957 3.99915335 4.02601518],ibuf:[0, 0, 0],rbuf:[ 3.83827381 18.45215224 22.50942576]\n",
      "12:r:[ -1.88349536  -7.46690639 -23.19078685],p:[0.15651715 0.67018179 2.28823643],op:[1.62232506e-03 1.68748368e-05 0.00000000e+00],tr:[0.         0.69729578 0.74498745],pr:[1.0242505  1.2990114  2.28100308],rev:[0.9967 1.9952 3.0262],dbuf:[ 3.09189764 10.52658558 24.42447708],ch:[3.93153544 3.99444182 3.94004151],ibuf:[0, 0, 0],rbuf:[ 3.52675634  8.08067632 24.60415441]\n",
      "13:r:[ -1.87549823  -7.47960883 -22.99050953],p:[0.15604361 0.66774636 2.26553903],op:[1.80375038e-03 2.57050996e-05 0.00000000e+00],tr:[0.         0.69624122 0.73281824],pr:[1.02024453 1.29659796 2.26721899],rev:[0.9891 1.992  3.    ],dbuf:[ 3.06359669 10.6871617  24.33098637],ch:[3.95635532 3.94274124 3.96054087],ibuf:[0, 0, 0],rbuf:[ 1.00963937  0.6622532  24.23187202]\n",
      "14:r:[ -1.95709297  -7.25981163 -23.14839282],p:[0.16207154 0.65454917 2.28293255],op:[1.58048108e-03 2.97515889e-05 0.00000000e+00],tr:[0.         0.71480152 0.72222462],pr:[1.03732649 1.27463142 2.28520504],rev:[1.0094 1.9909 3.0075],dbuf:[ 3.23938414 10.11590139 24.4246622 ],ch:[4.10431625 4.0965343  3.89123414],ibuf:[0, 0, 0],rbuf:[ 0.187027   16.78998044 24.93523137]\n",
      "15:r:[ -1.94753624  -7.41263838 -22.7834731 ],p:[0.16183522 0.66193759 2.24067609],op:[1.64613655e-03 3.29609781e-05 0.00000000e+00],tr:[0.         0.73155052 0.7259464 ],pr:[1.03400757 1.28896278 2.25812551],rev:[1.0064 2.0192 2.9836],dbuf:[ 3.19842698 10.58436982 24.29032173],ch:[3.99644675 4.00941822 3.98103262],ibuf:[0, 0, 0],rbuf:[ 2.27302851  4.76084892 20.21612023]\n",
      "16:r:[ -1.85311939  -7.43593974 -22.94728681],p:[0.1541611  0.66109223 2.26029034],op:[1.60415787e-03 1.12703692e-05 0.00000000e+00],tr:[0.         0.68706308 0.7332353 ],pr:[1.02026269 1.2984816  2.27105374],rev:[0.9933 1.9854 3.0043],dbuf:[ 3.03498679 10.73555861 24.32482032],ch:[3.96690527 3.85688533 4.02560128],ibuf:[0, 0, 0],rbuf:[ 3.08590706  3.70308201 20.32574909]\n",
      "17:r:[ -1.88916956  -7.38501232 -22.81616136],p:[0.15646442 0.66278662 2.24604144],op:[1.73539772e-03 4.80285878e-05 0.00000000e+00],tr:[0.         0.73090826 0.74929583],pr:[1.02363766 1.28451302 2.26494608],rev:[0.9935 2.015  3.014 ],dbuf:[ 3.11785525 10.41167582 24.23914923],ch:[4.07992409 4.09989224 4.06427749],ibuf:[0, 0, 0],rbuf:[ 4.18163654  1.48223666 17.90667988]\n",
      "18:r:[ -1.89222887  -7.59637745 -22.88119372],p:[0.15688485 0.67274987 2.25224528],op:[1.69249133e-03 4.09938350e-05 0.00000000e+00],tr:[0.         0.69787205 0.73718283],pr:[1.02155508 1.30599038 2.25834758],rev:[0.9924 2.005  2.9962],dbuf:[ 3.11805086 11.07025275 24.31615743],ch:[3.99719403 3.88309611 3.96025072],ibuf:[0, 0, 0],rbuf:[ 1.48410655 14.53599746 24.60257755]\n",
      "19:r:[ -1.8684333   -7.57935451 -22.97844873],p:[0.15420307 0.67436742 2.26327906],op:[1.63499748e-03 1.05545187e-05 0.00000000e+00],tr:[0.         0.69791889 0.75789953],pr:[1.01704076 1.30470701 2.26436397],rev:[0.9883 2.003  3.0225],dbuf:[ 3.10864387 10.92165372 24.36108115],ch:[4.19646673 3.89481491 4.07750897],ibuf:[0, 0, 0],rbuf:[ 1.         18.71077093 26.96756654]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "20:r:[ -1.87044296  -7.09925913 -22.77852404],p:[0.15482517 0.6425887  2.23903304],op:[1.89172193e-03 5.91652263e-05 0.00000000e+00],tr:[0.         0.7324747  0.72358715],pr:[1.01484197 1.25813972 2.2642832 ],rev:[0.9826 1.9902 2.988 ],dbuf:[ 3.08353928  9.79038125 24.33129864],ch:[4.02245705 4.19177877 3.97230014],ibuf:[0, 0, 0],rbuf:[ 1.32739537 16.83823245 28.26404364]\n",
      "21:r:[ -1.83958193  -7.20896031 -22.99812774],p:[0.15343215 0.65220284 2.26520828],op:[1.75310680e-03 3.57055455e-05 0.00000000e+00],tr:[0.         0.703984   0.71951843],pr:[1.01441833 1.28219266 2.26967641],rev:[0.9843 1.9848 2.9887],dbuf:[ 2.99049934  9.95525957 24.38230757],ch:[3.85933852 4.01434588 3.92140634],ibuf:[0, 0, 0],rbuf:[ 5.5055334   4.38057013 23.31564938]\n",
      "22:r:[ -1.85307157  -7.47702846 -22.72951316],p:[0.15432662 0.67048063 2.23549052],op:[1.68479607e-03 3.57256508e-05 0.00000000e+00],tr:[0.         0.71802021 0.74688715],pr:[1.01876101 1.2928732  2.25432045],rev:[0.9896 2.0107 3.0011],dbuf:[ 3.02490135 10.564488   24.22794505],ch:[4.04002316 4.07276704 4.15133867],ibuf:[0, 0, 0],rbuf:[ 0.22673014  3.8426973  22.23965094]\n",
      "23:r:[ -1.99865498  -7.28100681 -22.51679466],p:[0.16611929 0.65516634 2.20904543],op:[1.66157059e-03 4.19516089e-05 0.00000000e+00],tr:[0.         0.71577745 0.71129779],pr:[1.04501151 1.28548143 2.25316675],rev:[1.0174 2.0025 2.965 ],dbuf:[ 3.28204045 10.19670244 24.2221562 ],ch:[3.81914528 3.98662475 4.04633385],ibuf:[0, 0, 0],rbuf:[ 1.32094876 18.08642572 27.59419628]\n",
      "24:r:[ -1.92549326  -7.21746805 -23.00695181],p:[0.16053521 0.65188402 2.26762332],op:[1.63083926e-03 3.45926675e-05 0.00000000e+00],tr:[0.         0.71288812 0.71193486],pr:[1.03401121 1.2802452  2.28876315],rev:[1.0065 1.992  3.0005],dbuf:[ 3.14082419 10.0105959  24.32982635],ch:[3.90384787 4.03078768 3.83132236],ibuf:[0, 0, 0],rbuf:[ 2.99967511  8.18036467 25.61402862]\n",
      "25:r:[ -1.94922427  -7.34608175 -23.33384188],p:[0.1613436  0.65912258 2.30281987],op:[1.60296968e-03 5.47899987e-05 0.00000000e+00],tr:[0.         0.7102169  0.74035782],pr:[1.03507877 1.28608115 2.27951731],rev:[1.0076 1.9965 3.0194],dbuf:[ 3.22825859 10.36331392 24.55641467],ch:[4.06036768 3.98718739 4.0050433 ],ibuf:[0, 0, 0],rbuf:[ 1.43556099 12.40823192 20.86270015]\n",
      "26:r:[ -1.95725411  -7.41563087 -23.00667797],p:[0.16243762 0.67101944 2.26768697],op:[1.50553682e-03 2.10749725e-05 0.00000000e+00],tr:[0.         0.71347622 0.76184989],pr:[1.03703436 1.29515445 2.264775  ],rev:[1.0111 2.0078 3.0271],dbuf:[ 3.22854427 10.23653354 24.32591098],ch:[4.12518759 3.97554949 3.99100697],ibuf:[0, 0, 0],rbuf:[ 1.35595548  4.96476518 25.61378324]\n",
      "27:r:[ -1.93731524  -7.23747401 -22.66738582],p:[0.15932286 0.65264771 2.22772017],op:[1.63987956e-03 4.38347902e-05 0.00000000e+00],tr:[0.         0.72046012 0.7290572 ],pr:[1.0264587  1.27770235 2.26195946],rev:[0.9981 1.9988 2.9909],dbuf:[ 3.24806649 10.07970842 24.22812235],ch:[4.15188852 3.98584846 4.03064299],ibuf:[0, 0, 0],rbuf:[ 1.57835232 13.29968588 24.4471234 ]\n",
      "28:r:[ -1.93055945  -6.97538317 -22.38962464],p:[0.16021439 0.63118137 2.19458249],op:[1.70139035e-03 2.32268677e-05 0.00000000e+00],tr:[0.         0.71952392 0.69919145],pr:[1.03243684 1.2589137  2.26173105],rev:[1.0035 1.979  2.9607],dbuf:[ 3.1761659   9.62873183 24.16482365],ch:[3.91276966 4.03948995 3.96452072],ibuf:[0, 0, 0],rbuf:[ 0.         19.98054888 22.2221447 ]\n",
      "29:r:[ -1.89436661  -7.35460724 -22.80608404],p:[0.15588974 0.65972945 2.24420509],op:[1.63312196e-03 4.35345804e-05 0.00000000e+00],tr:[0.         0.73794546 0.73459752],pr:[1.02034658 1.28401388 2.2571257 ],rev:[0.9925 2.0214 2.9918],dbuf:[ 3.17091871 10.38211692 24.26221645],ch:[4.15949402 4.03283221 3.95641418],ibuf:[0, 0, 0],rbuf:[ 4.08679206 15.93959778 22.9898798 ]\n",
      "30:r:[ -1.99790813  -7.36045514 -22.80480754],p:[0.16526376 0.65191105 2.24215295],op:[1.62971293e-03 3.20596948e-05 0.00000000e+00],tr:[0.         0.70731341 0.73638526],pr:[1.04425445 1.28626242 2.26172677],rev:[1.0168 1.9926 2.9983],dbuf:[ 3.31380171 10.72455147 24.33791979],ch:[3.93175107 3.90337391 4.05424316],ibuf:[0, 0, 0],rbuf:[ 3.68733358  7.47288983 24.86962829]\n",
      "31:r:[ -1.89268754  -7.1511535  -23.02241288],p:[0.15652524 0.64744027 2.26800875],op:[1.79269568e-03 2.99007316e-05 0.00000000e+00],tr:[0.         0.70260128 0.76520324],pr:[1.02209204 1.27584209 2.25432545],rev:[0.9911 1.9788 3.0192],dbuf:[ 3.13072026  9.85696082 24.39171426],ch:[3.93786775 3.95970721 4.05372967],ibuf:[0, 0, 0],rbuf:[ 1.27278563 11.95235332 21.58280146]\n",
      "32:r:[ -1.9485906   -7.34809649 -22.67792433],p:[0.16177809 0.65872064 2.22831265],op:[1.77862438e-03 3.25141151e-05 0.00000000e+00],tr:[0.         0.74000428 0.74674494],pr:[1.03433832 1.2776236  2.25933185],rev:[1.004  2.0173 3.0063],dbuf:[ 3.20068422 10.3903564  24.25711572],ch:[3.91403002 4.03557882 4.11133474],ibuf:[0, 0, 0],rbuf:[ 1.72008676 10.1192141  23.81489119]\n",
      "33:r:[ -1.97775895  -7.25780032 -22.81054075],p:[0.1639155  0.65050317 2.24274613],op:[1.69922351e-03 2.45367124e-05 0.00000000e+00],tr:[0.         0.71340467 0.70939381],pr:[1.03978702 1.28108027 2.27133392],rev:[1.0112 1.9939 2.9813],dbuf:[ 3.26420573 10.26789331 24.34285852],ch:[3.93695309 4.00248035 3.96023302],ibuf:[0, 0, 0],rbuf:[ 4.63799233  5.27404584 29.53764546]\n",
      "34:r:[ -1.92327136  -7.52219274 -22.87724897],p:[0.1597884  0.67056928 2.251084  ],op:[1.55564737e-03 3.61522200e-05 0.00000000e+00],tr:[0.         0.70741165 0.7385909 ],pr:[1.03388003 1.29915363 2.27261106],rev:[1.0068 2.0063 3.0107],dbuf:[ 3.16259491 10.78674631 24.34288499],ch:[4.02458745 3.95253607 4.05529086],ibuf:[0, 0, 0],rbuf:[ 2.72207981  4.16878721 24.51799278]\n",
      "35:r:[ -1.87860721  -7.53451528 -22.78842475],p:[0.15663922 0.66954558 2.24251698],op:[1.68461601e-03 3.14185059e-05 0.00000000e+00],tr:[0.         0.69491622 0.74883639],pr:[1.02360921 1.30242275 2.25571757],rev:[0.9942 1.9976 3.0045],dbuf:[ 3.06008253 10.88949628 24.24144466],ch:[3.91896506 3.92821226 4.09167159],ibuf:[0, 0, 0],rbuf:[ 1.87432154  7.8927201  23.97841674]\n",
      "36:r:[ -1.93504892  -7.72487874 -23.16509437],p:[0.16004603 0.69045677 2.28449097],op:[1.76792877e-03 2.34607512e-05 0.00000000e+00],tr:[0.         0.73075951 0.71747642],pr:[1.0306112  1.30850275 2.29058447],rev:[1.0002 2.0397 3.008 ],dbuf:[ 3.20268619 11.00518448 24.4458331 ],ch:[4.02830997 4.08102096 3.9074855 ],ibuf:[0, 0, 0],rbuf:[ 1.90869708 13.1007819  23.36948515]\n",
      "37:r:[ -1.94584984  -7.45982637 -22.82913846],p:[0.16177909 0.67017581 2.24757555],op:[1.47815426e-03 2.25856387e-05 0.00000000e+00],tr:[0.         0.73108338 0.74212984],pr:[1.03515391 1.28553504 2.26912243],rev:[1.01   2.017  3.0112],dbuf:[ 3.19895945 10.49119585 24.2426705 ],ch:[4.03206898 4.11603325 4.05193202],ibuf:[0, 0, 0],rbuf:[ 5.37895948 17.88021532 22.84678634]\n",
      "38:r:[ -1.89368059  -7.16250112 -22.72789737],p:[0.15705169 0.6490102  2.23382095],op:[1.59246434e-03 4.28836234e-05 0.00000000e+00],tr:[0.         0.72987648 0.75219164],pr:[1.02379515 1.27126214 2.25483106],rev:[0.9958 1.9994 3.0075],dbuf:[ 3.1226367   9.85038208 24.28664867],ch:[4.08026114 4.05937669 4.06319056],ibuf:[0, 0, 0],rbuf:[ 2.10059532  2.19664869 27.61977716]\n",
      "39:r:[ -1.86922319  -7.11214957 -22.57831307],p:[0.15522365 0.64254554 2.21955596],op:[1.88498332e-03 1.86532520e-05 0.00000000e+00],tr:[0.         0.72079425 0.73632008],pr:[1.01788885 1.26444894 2.23680691],rev:[0.9855 1.9871 2.9729],dbuf:[ 3.06177078  9.85818022 24.10932686],ch:[3.96196062 4.16397498 4.02949882],ibuf:[0, 0, 0],rbuf:[ 3.08773426 21.52058677 25.34987571]\n",
      "40:r:[ -2.01378104  -7.10529627 -22.59258897],p:[0.16654965 0.64549765 2.21812308],op:[1.69952004e-03 4.10802761e-05 0.00000000e+00],tr:[0.         0.74236141 0.72504271],pr:[1.04670005 1.26439758 2.2585204 ],rev:[1.0172 2.0047 2.9836],dbuf:[ 3.33893837  9.7049322  24.23802183],ch:[3.96320021 4.08169189 3.9242755 ],ibuf:[0, 0, 0],rbuf:[ 4.43836683  2.62853692 25.7187386 ]\n",
      "41:r:[ -1.85420935  -7.14091829 -23.03561902],p:[0.15382496 0.64715446 2.2711633 ],op:[1.73158648e-03 5.51077437e-05 0.00000000e+00],tr:[0.         0.7332677  0.74740975],pr:[1.01637117 1.26486801 2.26616134],rev:[0.9866 1.9991 3.0138],dbuf:[ 3.048785    9.81620884 24.33156328],ch:[3.97736273 4.08717989 3.9058396 ],ibuf:[0, 0, 0],rbuf:[10.05358986 14.51439755 28.00784072]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "42:r:[ -1.9041329   -7.12592236 -22.82326418],p:[0.15842325 0.64701774 2.24536615],op:[1.63869300e-03 3.64881179e-05 0.00000000e+00],tr:[0.         0.73310535 0.69570311],pr:[1.02611308 1.2689628  2.28342987],rev:[0.9979 2.0009 2.9787],dbuf:[ 3.11818691  9.74744266 24.3016748 ],ch:[3.85874057 4.08004949 3.8755461 ],ibuf:[0, 0, 0],rbuf:[ 4.62398047  4.28161168 23.67801358]\n",
      "43:r:[ -1.88315903  -7.27298708 -22.99344059],p:[0.15574355 0.6568053  2.26598197],op:[1.76433734e-03 4.10466058e-05 0.00000000e+00],tr:[0.         0.70512003 0.7297242 ],pr:[1.02178557 1.28234764 2.27313979],rev:[0.992  1.9873 3.0026],dbuf:[ 3.11547967 10.0910817  24.32792397],ch:[4.02370981 4.08102935 3.92707315],ibuf:[0, 0, 0],rbuf:[ 3.35397333  4.17075863 21.03811499]\n",
      "44:r:[ -1.87609618  -7.00636441 -22.64330815],p:[0.15603177 0.6387775  2.22317691],op:[1.70317296e-03 3.74593695e-05 0.00000000e+00],tr:[0.         0.73199563 0.71754514],pr:[1.02145143 1.26272558 2.26447537],rev:[0.9915 1.9958 2.9822],dbuf:[ 3.07108333  9.47922354 24.28946443],ch:[4.03040688 4.04113022 4.01387263],ibuf:[0, 0, 0],rbuf:[ 2.52508887 16.52010776 22.83299846]\n",
      "45:r:[ -1.95434207  -7.41679639 -22.86013647],p:[0.16176475 0.66065687 2.24900752],op:[1.56198328e-03 2.90554119e-05 0.00000000e+00],tr:[0.         0.71123753 0.74164782],pr:[1.0367064  1.28808042 2.2643431 ],rev:[1.011  1.9991 3.006 ],dbuf:[ 3.23864084 10.65654476 24.34038152],ch:[4.05479789 4.0541558  4.06824884],ibuf:[0, 0, 0],rbuf:[ 6.78711929 15.49613654 22.9238105 ]\n",
      "46:r:[ -1.8735667   -7.31718815 -22.71063151],p:[0.1553316  0.65591642 2.23342436],op:[1.83841510e-03 1.97491047e-05 0.00000000e+00],tr:[0.         0.70216459 0.69183493],pr:[1.01879483 1.28618939 2.27515016],rev:[0.9865 1.9875 2.9664],dbuf:[ 3.08103308 10.34849391 24.21618301],ch:[4.00977472 4.02335707 3.82501163],ibuf:[0, 0, 0],rbuf:[ 3.660151    7.90604644 17.07294849]\n",
      "47:r:[ -1.79735581  -7.4881357  -23.11782981],p:[0.14949654 0.67172608 2.27785941],op:[1.84464871e-03 4.16586774e-05 0.00000000e+00],tr:[0.         0.72804783 0.74074335],pr:[1.00289998 1.2964144  2.27578759],rev:[0.9708 2.0241 3.0169],dbuf:[ 2.93313144 10.56996912 24.47477254],ch:[3.99947146 4.06706173 3.98845837],ibuf:[0, 0, 0],rbuf:[ 2.4928676   5.74171751 20.76354564]\n",
      "48:r:[ -1.94614271  -7.29733934 -22.54458366],p:[0.16038233 0.65555432 2.21574878],op:[1.61360436e-03 1.30761247e-05 0.00000000e+00],tr:[0.         0.72424463 0.75768646],pr:[1.03114879 1.27910523 2.23297845],rev:[1.0034 2.0038 2.9912],dbuf:[ 3.25087607 10.26400077 24.09296718],ch:[4.17221907 4.05083563 4.11061614],ibuf:[0, 0, 0],rbuf:[ 5.89597027 10.81369667 26.1144778 ]\n",
      "49:r:[ -1.92080573  -7.30920912 -22.75577849],p:[0.15892991 0.66431441 2.2377994 ],op:[1.72878613e-03 3.24203156e-05 0.00000000e+00],tr:[0.         0.72632691 0.74066723],pr:[1.0283713  1.28092008 2.25176537],rev:[0.9997 2.0065 2.9922],dbuf:[ 3.1776806   9.97217244 24.26691638],ch:[3.99497902 4.14936901 4.04506519],ibuf:[0, 0, 0],rbuf:[ 6.02388955  4.75971379 23.78844947]\n",
      "50:r:[ -1.96152954  -7.2924242  -22.79083269],p:[0.16188558 0.65503621 2.24268139],op:[1.61928764e-03 4.12250712e-05 0.00000000e+00],tr:[0.         0.70668565 0.71824973],pr:[1.03327747 1.28209966 2.26651859],rev:[1.0053 1.9885 2.9853],dbuf:[ 3.2674531  10.25902366 24.2469079 ],ch:[4.08124815 4.05615035 3.97245143],ibuf:[0, 0, 0],rbuf:[ 3.01952004  3.50318569 29.10519942]\n",
      "51:r:[ -1.91667504  -7.40102907 -22.83276097],p:[0.15803819 0.65863913 2.24798112],op:[1.79191415e-03 8.81230307e-06 0.00000000e+00],tr:[0.         0.69892838 0.74989149],pr:[1.02583979 1.29547186 2.25823609],rev:[0.995  1.9942 3.008 ],dbuf:[ 3.19017098 10.65922777 24.24456018],ch:[4.08252028 3.86509343 4.11359604],ibuf:[0, 0, 0],rbuf:[ 0.58411087  1.87974493 27.82939516]\n",
      "52:r:[ -1.93647375  -7.62414446 -23.02375135],p:[0.16137423 0.68285765 2.26903888],op:[1.56370513e-03 2.10283328e-05 0.00000000e+00],tr:[0.         0.72884154 0.73981108],pr:[1.03520155 1.30007727 2.27407366],rev:[1.0088 2.0294 3.0137],dbuf:[ 3.16485131 10.80557512 24.35720151],ch:[3.97832465 4.06591543 4.04639261],ibuf:[0, 0, 0],rbuf:[ 4.48385916  7.68217107 25.98197965]\n",
      "53:r:[ -1.92689647  -7.36408036 -22.75623982],p:[0.15976349 0.65953977 2.23757747],op:[1.56470547e-03 1.68415386e-05 0.00000000e+00],tr:[0.         0.6917133  0.72303498],pr:[1.02931716 1.29255939 2.26734887],rev:[1.0026 1.9835 2.9902],dbuf:[ 3.18135465 10.43813742 24.27810027],ch:[4.07072013 3.8808514  3.95106948],ibuf:[0, 0, 0],rbuf:[ 3.51528679  0.84505104 24.14346182]\n",
      "54:r:[ -1.93249784  -7.19375116 -22.72260027],p:[0.16082246 0.64989638 2.23394854],op:[1.62859088e-03 5.27466951e-05 0.00000000e+00],tr:[0.         0.7018853  0.74189564],pr:[1.03312848 1.27878763 2.24979232],rev:[1.0063 1.9806 2.9916],dbuf:[ 3.16444722  9.97079067 24.25505992],ch:[3.87832502 3.96154931 4.05216689],ibuf:[0, 0, 0],rbuf:[ 2.46262753  2.04929636 23.26386741]\n",
      "55:r:[ -1.94429417  -7.5049159  -23.04974893],p:[0.16134138 0.66536107 2.27298673],op:[1.61631156e-03 1.28434373e-06 0.00000000e+00],tr:[0.         0.69681395 0.73546308],pr:[1.03484424 1.29522482 2.2766629 ],rev:[1.008  1.9936 3.0126],dbuf:[ 3.20316324 10.91008546 24.32927555],ch:[3.9387717  3.99388924 3.93473899],ibuf:[0, 0, 0],rbuf:[ 4.46299702 17.71026757 28.00404519]\n",
      "56:r:[ -1.94564778  -7.17015556 -22.68318317],p:[0.16190843 0.64787783 2.23240134],op:[1.53476450e-03 4.67839474e-05 0.00000000e+00],tr:[0.         0.71465709 0.75518435],pr:[1.03667271 1.27685988 2.24560472],rev:[1.011  1.99   3.0009],dbuf:[ 3.19051128  9.9337931  24.11986218],ch:[3.92756272 4.00366071 4.00431136],ibuf:[0, 0, 0],rbuf:[ 1.75961978  4.45953789 29.11331411]\n",
      "57:r:[ -1.88402634  -7.51059829 -23.07876766],p:[0.15589484 0.67336632 2.2786199 ],op:[1.78279357e-03 3.13049800e-05 0.00000000e+00],tr:[0.         0.72103599 0.761024  ],pr:[1.01722954 1.29201413 2.25686193],rev:[0.9862 2.0133 3.0167],dbuf:[ 3.11302656 10.61708655 24.24904235],ch:[4.03622575 4.02881    3.98336722],ibuf:[0, 0, 0],rbuf:[ 2.52289266  8.20310881 17.25399867]\n",
      "58:r:[ -1.89465946  -7.59327669 -22.12057433],p:[0.15638256 0.67324323 2.1653686 ],op:[1.71559836e-03 1.60632843e-05 0.00000000e+00],tr:[0.         0.71321319 0.72900749],pr:[1.02190444 1.30756473 2.22344766],rev:[0.9928 2.0215 2.9534],dbuf:[ 3.14937088 11.0360116  23.98812743],ch:[4.07045023 3.79591545 4.11133129],ibuf:[0, 0, 0],rbuf:[1.08532727e-02 1.60253864e+01 2.67025358e+01]\n",
      "59:r:[ -1.98722415  -7.63088223 -23.14674766],p:[0.16476768 0.67709479 2.28332757],op:[1.65583301e-03 3.41894802e-05 0.00000000e+00],tr:[0.         0.70140663 0.78160377],pr:[1.04271318 1.30825278 2.26133879],rev:[1.0151 2.0081 3.0424],dbuf:[ 3.27918033 11.06925212 24.40063534],ch:[3.96575402 3.88583018 4.07808583],ibuf:[0, 0, 0],rbuf:[ 4.75166155  1.69105277 21.27690416]\n",
      "60:r:[ -1.96583841  -7.46157214 -22.87240951],p:[0.16219806 0.66737458 2.25138312],op:[1.72762819e-03 2.28629028e-05 0.00000000e+00],tr:[0.         0.70530561 0.72865853],pr:[1.03330492 1.29649953 2.26293676],rev:[1.0044 2.0025 2.9926],dbuf:[ 3.27216447 10.61196296 24.30672263],ch:[3.96868915 3.93760351 3.99171043],ibuf:[0, 0, 0],rbuf:[ 6.63953184  9.51052227 31.32402099]\n",
      "61:r:[ -1.94406088  -7.24165621 -22.6371758 ],p:[0.16120458 0.65125461 2.22264398],op:[1.61676971e-03 3.73924411e-05 0.00000000e+00],tr:[0.         0.71950941 0.73060499],pr:[1.03253693 1.27454183 2.25198137],rev:[1.0047 1.9934 2.9816],dbuf:[ 3.20745063 10.15660094 24.28011977],ch:[3.97037888 4.03509544 4.02383428],ibuf:[0, 0, 0],rbuf:[ 1.32480914  4.42448097 21.46040725]\n",
      "62:r:[ -1.84253125  -7.09852649 -22.87333402],p:[0.1532356  0.64442475 2.2508937 ],op:[1.84313005e-03 2.23767156e-05 0.00000000e+00],tr:[0.         0.70781095 0.74278659],pr:[1.01541065 1.27188392 2.27343987],rev:[0.9847 1.9794 3.0164],dbuf:[ 3.00950724  9.71474731 24.33092201],ch:[3.93285663 3.94313884 3.98810622],ibuf:[0, 0, 0],rbuf:[ 4.46321036  2.33153005 23.19574194]\n",
      "63:r:[ -1.92638386  -7.29830945 -23.17047387],p:[0.16074    0.66096506 2.28410794],op:[1.64795020e-03 3.99578294e-05 0.00000000e+00],tr:[0.         0.71665706 0.74784996],pr:[1.03484738 1.28047913 2.27210506],rev:[1.0069 1.997  3.0198],dbuf:[ 3.13640118 10.0513464  24.48805165],ch:[3.91044536 4.11785576 4.06588558],ibuf:[0, 0, 0],rbuf:[ 2.          2.51494689 21.64555644]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "64:r:[ -1.87917165  -7.36182317 -22.97731597],p:[0.15543277 0.65349187 2.26271422],op:[1.90973427e-03 2.09071148e-05 0.00000000e+00],tr:[0.         0.68630061 0.73036973],pr:[1.01871046 1.28737006 2.26981192],rev:[0.9861 1.974  3.0004],dbuf:[ 3.1021582  10.66860468 24.37801093],ch:[3.95513382 3.88225743 3.94938251],ibuf:[0, 0, 0],rbuf:[ 7.15916807  6.53972113 23.82905638]\n",
      "65:r:[ -1.92917487  -7.40752262 -22.68695159],p:[0.16002052 0.66220329 2.23272633],op:[1.67216681e-03 3.27765168e-05 0.00000000e+00],tr:[0.         0.71920908 0.7672536 ],pr:[1.03069423 1.28531282 2.23468166],rev:[1.0014 2.0053 3.0017],dbuf:[ 3.17816688 10.54817038 24.12570465],ch:[3.90446521 4.01968471 4.17851556],ibuf:[0, 0, 0],rbuf:[ 2.93204122 15.64279422 21.47637312]\n",
      "66:r:[ -1.90786088  -7.55920455 -22.84266082],p:[0.15952069 0.67651433 2.24655923],op:[1.59419820e-03 2.74934991e-05 0.00000000e+00],tr:[0.         0.72179411 0.7205574 ],pr:[1.03293307 1.2986799  2.273275  ],rev:[1.0061 2.0206 2.9941],dbuf:[ 3.09470877 10.73434969 24.35093471],ch:[3.90044252 4.04967025 4.01522149],ibuf:[0, 0, 0],rbuf:[ 3.99886771 17.8827657  24.15232166]\n",
      "67:r:[ -1.86210297  -7.24508696 -23.01302784],p:[0.15500393 0.64938012 2.26757088],op:[1.74123269e-03 2.35504090e-05 0.00000000e+00],tr:[0.         0.69607549 0.71165927],pr:[1.01888492 1.27974668 2.27839063],rev:[0.9884 1.9754 2.9899],dbuf:[ 3.0407083  10.24928814 24.3623038 ],ch:[4.01051635 4.01122071 3.90432784],ibuf:[0, 0, 0],rbuf:[ 3.61746417 14.74903495 22.65324368]\n",
      "68:r:[ -1.94209017  -7.75824247 -22.96015559],p:[0.16084183 0.6881559  2.26098851],op:[1.62127859e-03 4.76856654e-05 0.00000000e+00],tr:[0.         0.70069149 0.71333779],pr:[1.033593   1.3157173  2.27917941],rev:[1.0065 2.0154 2.9925],dbuf:[ 3.21192669 11.26306888 24.36123765],ch:[4.02659357 3.8795251  3.90388671],ibuf:[0, 0, 0],rbuf:[ 3.09636714  6.44383207 22.48122152]\n",
      "69:r:[ -1.97556268  -7.42400981 -23.01704238],p:[0.16408362 0.66286282 2.26822307],op:[1.56681659e-03 1.23742850e-05 0.00000000e+00],tr:[0.         0.67029371 0.72801612],pr:[1.04107383 1.30290923 2.27147309],rev:[1.0152 1.9732 2.9996],dbuf:[ 3.25179606 10.60504134 24.35628903],ch:[3.87375051 3.84689152 3.99735851],ibuf:[0, 0, 0],rbuf:[ 3.89277692  6.8019892  23.58910675]\n",
      "70:r:[ -1.84062905  -7.67407728 -23.3411435 ],p:[0.15251315 0.68288279 2.30563171],op:[1.80534607e-03 3.52236624e-05 0.00000000e+00],tr:[0.         0.7051004  0.73592215],pr:[1.01142276 1.31107528 2.30120232],rev:[0.9795 2.0172 3.037 ],dbuf:[ 3.03040544 11.05366572 24.48044894],ch:[4.02030167 3.93263042 3.8128994 ],ibuf:[0, 0, 0],rbuf:[ 2.55529244 18.59466127 22.3444064 ]\n",
      "71:r:[ -1.91909429  -7.39603934 -23.25748117],p:[0.16007181 0.66096833 2.29624682],op:[1.60875469e-03 2.07965086e-05 0.00000000e+00],tr:[0.         0.73124511 0.73160928],pr:[1.03288775 1.28295466 2.29041961],rev:[1.0055 2.0137 3.022 ],dbuf:[ 3.12824871 10.54063168 24.43753291],ch:[3.81094249 4.05241699 3.82780756],ibuf:[0, 0, 0],rbuf:[ 2.32207392 14.31235529 22.05546635]\n",
      "72:r:[ -1.9298929   -7.19456257 -22.78878147],p:[0.16003569 0.64729873 2.24413895],op:[1.70958478e-03 3.80519739e-05 0.00000000e+00],tr:[0.         0.70449719 0.75608935],pr:[1.03035006 1.28077234 2.25327847],rev:[1.0008 1.984  3.0096],dbuf:[ 3.17965337 10.07934156 24.17834917],ch:[3.98533609 3.92284629 4.02174238],ibuf:[0, 0, 0],rbuf:[ 2.65493709  3.12058981 24.37728145]\n",
      "73:r:[ -1.95091285  -7.79327955 -22.60267212],p:[0.16216796 0.6915872  2.22018467],op:[1.56618440e-03 2.36707894e-05 0.00000000e+00],tr:[0.         0.70656219 0.73678481],pr:[1.03649877 1.31818582 2.24819317],rev:[1.0109 2.0246 2.9848],dbuf:[ 3.20519846 11.30196292 24.20597379],ch:[4.03207535 3.94045828 4.13767165],ibuf:[0, 0, 0],rbuf:[ 7.14997476  2.61747513 22.59747537]\n",
      "74:r:[ -2.01922372  -7.36603731 -23.05907885],p:[0.16698739 0.6644234  2.27171645],op:[1.45944612e-03 1.74934987e-05 0.00000000e+00],tr:[0.         0.72467068 0.74069082],pr:[1.04707315 1.28604816 2.28632137],rev:[1.0221 2.0124 3.0268],dbuf:[ 3.35824534 10.252551   24.42673637],ch:[3.91859474 4.06923815 4.00068789],ibuf:[0, 0, 0],rbuf:[ 3.5474657  20.01245296 20.47559829]\n",
      "75:r:[ -1.92166642  -7.81005268 -22.67449147],p:[0.16065819 0.68364651 2.22816856],op:[1.64361745e-03 2.08233244e-05 0.00000000e+00],tr:[0.         0.69164604 0.74605158],pr:[1.03108863 1.32095883 2.25443118],rev:[1.003  2.0122 3.0008],dbuf:[ 3.11625983 11.70356997 24.24571506],ch:[3.86069169 3.80092517 4.08372011],ibuf:[0, 0, 0],rbuf:[ 2.50328939 16.73636082 23.64791238]\n",
      "76:r:[ -1.95745122  -7.16821707 -22.74669706],p:[0.16151611 0.65362461 2.23692201],op:[1.76670372e-03 2.52427784e-05 0.00000000e+00],tr:[0.         0.71676883 0.71996306],pr:[1.03119154 1.27690908 2.26248711],rev:[1.0009 1.9932 2.9824],dbuf:[ 3.25594348  9.69509104 24.25660497],ch:[4.09902737 4.0845468  3.97117296],ibuf:[0, 0, 0],rbuf:[ 4.49123931 12.89041945 23.14619827]\n",
      "77:r:[ -1.93142624  -7.64763054 -23.02510244],p:[0.16059907 0.67645384 2.26928501],op:[1.66484532e-03 9.84830593e-06 0.00000000e+00],tr:[0.         0.71444677 0.75006268],pr:[1.0313788  1.30220671 2.26733098],rev:[1.0026 2.0157 3.0174],dbuf:[ 3.16657455 11.17960536 24.3541117 ],ch:[3.96162221 3.93300745 3.97349732],ibuf:[0, 0, 0],rbuf:[ 3.21555159  3.77437169 23.20959164]\n",
      "78:r:[ -1.91640362  -7.16181863 -22.72284185],p:[0.15840296 0.64424416 2.23488224],op:[1.63983414e-03 2.94073019e-05 0.00000000e+00],tr:[0.         0.69961283 0.72977026],pr:[1.02664677 1.27667962 2.25654895],rev:[0.9985 1.977  2.9868],dbuf:[ 3.18030645 10.03815035 24.2189197 ],ch:[4.04168915 3.98080178 4.00427555],ibuf:[0, 0, 0],rbuf:[ 4.86099239 12.04379265 28.01746045]\n",
      "79:r:[ -1.92977266  -7.23990078 -22.99303286],p:[0.16010681 0.65696544 2.26558643],op:[1.66725141e-03 1.74498473e-05 0.00000000e+00],tr:[0.         0.72095404 0.72943168],pr:[1.03061867 1.27722165 2.27408723],rev:[1.0015 1.9987 3.0031],dbuf:[ 3.17790077  9.92018837 24.34170701],ch:[4.01683286 4.12856667 3.89007868],ibuf:[0, 0, 0],rbuf:[ 1.22699653 18.06395054 23.82843086]\n",
      "80:r:[ -2.00223322  -7.46244108 -22.34051457],p:[0.16559291 0.66846628 2.18843215],op:[1.57852267e-03 3.39983308e-05 0.00000000e+00],tr:[0.         0.73205393 0.69174112],pr:[1.04459657 1.29024331 2.2545959 ],rev:[1.0182 2.0222 2.9462],dbuf:[ 3.32430873 10.57219438 24.16528674],ch:[3.9036155  4.06627594 4.06887129],ibuf:[0, 0, 0],rbuf:[ 7.37974021 18.45885756 22.45822939]\n",
      "81:r:[ -1.97793636  -7.26494959 -22.93129117],p:[0.16438576 0.65567631 2.2566403 ],op:[1.78758815e-03 3.21159185e-05 0.00000000e+00],tr:[0.         0.7073395  0.73182917],pr:[1.04062727 1.28579345 2.27319963],rev:[1.0097 1.9937 3.0052],dbuf:[ 3.24274782 10.09641089 24.39084386],ch:[3.87838588 4.04161172 4.01614181],ibuf:[0, 0, 0],rbuf:[ 0.44307126 25.35778079 24.17027849]\n",
      "82:r:[ -1.94512693  -7.30419175 -22.9386637 ],p:[0.16185964 0.65840037 2.26060753],op:[1.48105712e-03 3.09032581e-05 0.00000000e+00],tr:[0.         0.71125536 0.75443317],pr:[1.03758534 1.28230145 2.25845395],rev:[1.0128 1.9924 3.0129],dbuf:[ 3.19200679 10.18370794 24.26901746],ch:[3.96747195 4.10138651 4.11397255],ibuf:[0, 0, 0],rbuf:[ 2.66348182 14.81540092 24.29906783]\n",
      "83:r:[ -1.90798556  -7.33105935 -22.6804079 ],p:[0.15828614 0.65562488 2.2290412 ],op:[1.66566194e-03 2.61436589e-05 0.00000000e+00],tr:[0.         0.68844975 0.73427691],pr:[1.02715291 1.29145357 2.2575447 ],rev:[0.9994 1.9797 2.992 ],dbuf:[ 3.14185557 10.42925569 24.24039166],ch:[4.03080441 3.9229284  4.05026031],ibuf:[0, 0, 0],rbuf:[ 1.82684474 13.77800221 26.08298212]\n",
      "84:r:[ -1.9041452   -7.10949461 -22.59236519],p:[0.15738722 0.63818357 2.22253635],op:[1.73082759e-03 3.59154783e-05 0.00000000e+00],tr:[0.         0.70771695 0.75189251],pr:[1.02460149 1.27104982 2.22636161],rev:[0.9954 1.9789 2.978 ],dbuf:[ 3.15600419 10.0186936  24.06037213],ch:[4.04295148 3.947677   4.038937  ],ibuf:[0, 0, 0],rbuf:[ 7.82878808 16.59204294 23.54172188]\n",
      "85:r:[ -1.90907343  -7.74052825 -23.10158257],p:[0.15871142 0.68204653 2.27703116],op:[1.60124279e-03 1.65708542e-05 0.00000000e+00],tr:[0.         0.69475139 0.74347575],pr:[1.02813168 1.31628585 2.27898725],rev:[0.9997 2.0108 3.0225],dbuf:[ 3.13286082 11.42011706 24.42666653],ch:[3.97999394 3.82731784 4.03079253],ibuf:[0, 0, 0],rbuf:[ 0.32874263 14.79881755 23.91171412]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "86:r:[ -1.91344835  -7.51249825 -22.70365899],p:[0.15781144 0.67013285 2.23316209],op:[1.79062576e-03 2.41047891e-05 0.00000000e+00],tr:[0.         0.70212081 0.72762098],pr:[1.02422687 1.29945612 2.25499945],rev:[0.994  2.0012 2.9825],dbuf:[ 3.18315903 10.75621287 24.19181148],ch:[4.0614365  3.95043666 4.03410287],ibuf:[0, 0, 0],rbuf:[ 1.36197227 11.8260999  22.70745954]\n",
      "87:r:[ -1.9347351   -7.310118   -22.89035834],p:[0.16157914 0.65725489 2.25247392],op:[1.68534895e-03 2.36497777e-05 0.00000000e+00],tr:[0.         0.70486834 0.73824809],pr:[1.03498398 1.28515593 2.26288975],rev:[1.0061 1.9906 3.0012],dbuf:[ 3.14309585 10.25944833 24.3528349 ],ch:[3.88243059 4.04682224 4.09588061],ibuf:[0, 0, 0],rbuf:[ 2.44330274 18.65107679 23.3290637 ]\n",
      "88:r:[ -1.91032317  -7.50172645 -22.95652738],p:[0.15934297 0.67076775 2.26247242],op:[1.59857115e-03 1.97515869e-05 0.00000000e+00],tr:[0.         0.71104533 0.72571408],pr:[1.02930928 1.29842803 2.27210433],rev:[1.0021 2.0078 2.9976],dbuf:[ 3.11395401 10.67713227 24.28374008],ch:[3.953766   3.99661721 3.85305847],ibuf:[0, 0, 0],rbuf:[ 6.17969378  2.62702352 21.14495009]\n",
      "89:r:[ -1.94218882  -7.176488   -22.46913413],p:[0.16150215 0.64484276 2.20895424],op:[1.64032787e-03 2.91827778e-05 0.00000000e+00],tr:[0.         0.7095543  0.77140296],pr:[1.03539736 1.27241489 2.21352148],rev:[1.0072 1.9831 2.9853],dbuf:[ 3.18524518 10.08756211 23.98750101],ch:[3.99849125 4.01002592 4.17242511],ibuf:[0, 0, 0],rbuf:[ 5.93184114 15.03069914 24.90061133]\n",
      "90:r:[ -1.94923509  -7.60172705 -22.86350071],p:[0.16195158 0.67076797 2.24861945],op:[1.57986437e-03 4.24385204e-05 0.00000000e+00],tr:[0.         0.71563666 0.73432351],pr:[1.03619116 1.30125957 2.26842976],rev:[1.0085 2.0161 3.0026],dbuf:[ 3.2049177  11.176219   24.37272557],ch:[3.96414632 3.96264476 4.03019552],ibuf:[0, 0, 0],rbuf:[ 0.54361211  8.80388348 23.36797407]\n",
      "91:r:[ -2.00020857  -7.21106822 -22.71100606],p:[0.16511424 0.65504247 2.23503923],op:[1.49938449e-03 3.63153916e-05 0.00000000e+00],tr:[0.         0.73898647 0.76396433],pr:[1.0436632  1.27004571 2.25371153],rev:[1.0189 2.0082 3.0175],dbuf:[ 3.33649794  9.85218976 24.15346119],ch:[4.03232699 4.17868027 4.11945729],ibuf:[0, 0, 0],rbuf:[10.54889771  2.11982503 21.60932612]\n",
      "92:r:[ -1.91051572  -7.51668195 -23.12206046],p:[0.15800122 0.66754335 2.28197477],op:[1.75410250e-03 1.55030422e-05 0.00000000e+00],tr:[0.         0.69850543 0.75720659],pr:[1.02461625 1.29875151 2.26527512],rev:[0.9931 1.998  3.0229],dbuf:[ 3.16236556 10.88105574 24.33131137],ch:[4.0016473  3.92002242 4.03558114],ibuf:[0, 0, 0],rbuf:[ 4.29936969 10.09046293 25.79226571]\n",
      "93:r:[ -1.83828606  -7.53561127 -23.32114435],p:[0.15244505 0.67332194 2.30096751],op:[1.90336872e-03 2.37996644e-05 0.00000000e+00],tr:[0.         0.71368306 0.74182148],pr:[1.01191013 1.29962249 2.29340012],rev:[0.9796 2.0138 3.0351],dbuf:[ 3.01749368 10.74422678 24.56702151],ch:[4.00859926 3.99986702 3.91571749],ibuf:[0, 0, 0],rbuf:[ 6.64759672 15.9207368  24.57623538]\n",
      "94:r:[ -1.94925174  -7.28659645 -23.10124844],p:[0.16200777 0.65421474 2.27716961],op:[1.75931896e-03 2.90225588e-05 0.00000000e+00],tr:[0.         0.70614571 0.72460523],pr:[1.03502421 1.28997672 2.28845209],rev:[1.0042 1.9963 3.013 ],dbuf:[ 3.19557527 10.26323178 24.41945765],ch:[3.89241442 3.88348618 3.82366449],ibuf:[0, 0, 0],rbuf:[ 2.33938829 18.70906402 24.00296845]\n",
      "95:r:[ -1.90960164  -7.63168316 -23.03781375],p:[0.15821834 0.67898476 2.27167337],op:[1.73531388e-03 2.66043242e-05 0.00000000e+00],tr:[0.         0.69700331 0.78493112],pr:[1.02672906 1.31022009 2.25876894],rev:[0.9965 2.0059 3.0435],dbuf:[ 3.14986197 10.99796141 24.32213403],ch:[4.02727987 3.85005874 4.10686017],ibuf:[0, 0, 0],rbuf:[ 1.16920084  6.51754591 22.00229494]\n",
      "96:r:[ -1.81803807  -7.60785627 -22.88752782],p:[0.15128011 0.674508   2.25494235],op:[1.86862077e-03 4.44345011e-05 0.00000000e+00],tr:[0.         0.72621313 0.76391013],pr:[1.01014697 1.30040646 2.24907134],rev:[0.9781 2.0263 3.0136],dbuf:[ 2.96424117 11.0571841  24.23994505],ch:[4.04734479 4.0033592  4.11951345],ibuf:[0, 0, 0],rbuf:[ 3.43703591  5.07157237 28.18759065]\n",
      "97:r:[ -1.90860948  -7.47077379 -22.92117749],p:[0.15943351 0.66648403 2.25584563],op:[1.72438786e-03 3.36121334e-05 0.00000000e+00],tr:[0.         0.72144589 0.74057277],pr:[1.03028959 1.29009403 2.26684062],rev:[1.0004 2.0116 3.0068],dbuf:[ 3.09673143 10.69316323 24.37206228],ch:[3.81517827 4.05577012 3.98708516],ibuf:[0, 0, 0],rbuf:[ 2.91765766  7.08385223 22.05371204]\n",
      "98:r:[ -1.89204194  -7.26308407 -22.70513752],p:[0.15634711 0.65152726 2.23227009],op:[1.75471266e-03 1.93893489e-05 0.00000000e+00],tr:[0.         0.72392981 0.72068577],pr:[1.02171514 1.27469098 2.26403265],rev:[0.9925 1.9999 2.9846],dbuf:[ 3.13613668 10.25355447 24.23488417],ch:[4.11435133 4.09650406 3.98169353],ibuf:[0, 0, 0],rbuf:[ 9.92247779 20.50606519 20.86944599]\n",
      "99:r:[ -1.9685552   -7.44558548 -22.88927854],p:[0.16293423 0.6674833  2.25528169],op:[1.50445643e-03 2.10505172e-05 0.00000000e+00],tr:[0.         0.70839051 0.75937483],pr:[1.04068079 1.29490954 2.25679582],rev:[1.0146 2.0025 3.0168],dbuf:[ 3.26522842 10.52775331 24.235125  ],ch:[4.06925822 3.9785444  3.958575  ],ibuf:[0, 0, 0],rbuf:[ 2.49412699 13.41725795 27.16286428]\n",
      "---------1------------\n",
      "[{'id': '1', 'model': 'AR', 'num_r': 4, 'rate': 1.0, 'dis': 100, 'action_bound': 2, 'data_buf_size': 100, 't_factor': 0.8, 'penalty': 1000}, {'id': '2', 'model': 'AR', 'num_r': 4, 'rate': 2.0, 'dis': 100, 'action_bound': 2, 'data_buf_size': 100, 't_factor': 0.8, 'penalty': 1000}, {'id': '3', 'model': 'AR', 'num_r': 4, 'rate': 3.0, 'dis': 100, 'action_bound': 2, 'data_buf_size': 100, 't_factor': 0.8, 'penalty': 1000}]\n",
      "INFO:tensorflow:Restoring parameters from model_M_08_nB/my_train_model_1-2000\n",
      "Initialization OK!----> user 1\n",
      "INFO:tensorflow:Restoring parameters from model_M_08_nB/my_train_model_1-2000\n",
      "Initialization OK!----> user 2\n",
      "INFO:tensorflow:Restoring parameters from model_M_08_nB/my_train_model_1-2000\n",
      "Initialization OK!----> user 3\n",
      "0:r:[  -2.19367038  -40.60008733 -524.09147967],p:[0.17714675 0.99104654 1.9997907 ],op:[4.80318467e-06 2.80305772e-08 2.09301180e-04],tr:[0.16813562 0.03063136 0.        ],pr:[0.8407556  1.96875248 2.5198421 ],rev:[1.0081 2.0159 3.0366],dbuf:[   3.88228991  163.35857375 2540.45739836],ch:[3.93912432 3.98687833 4.04539834],ibuf:[0, 0, 0],rbuf:[6.90548258e-01 1.65164364e+02 5.17013853e+03]\n",
      "1:r:[   -2.18674331   -40.43631012 -1537.80382168],p:[0.17604418 0.95598277 2.        ],op:[6.11172812e-06 0.00000000e+00 0.00000000e+00],tr:[0.16957708 0.00951529 0.        ],pr:[0.83530668 1.96571757 2.5198421 ],rev:[1.0041 1.9775 3.0061],dbuf:[3.89170484e+00 1.63942240e+02 7.60901911e+03],ch:[4.05301654 4.10914576 3.95535632],ibuf:[0, 0, 0],rbuf:[2.50546262e+00 1.87835735e+02 1.00327175e+04]\n",
      "2:r:[-2.23025041e+00 -4.17436525e+01 -2.49856888e+03],p:[0.18144926 1.00421448 2.        ],op:[5.4891594e-06 0.0000000e+00 0.0000000e+00],tr:[0.16462875 0.00722317 0.        ],pr:[0.85176084 1.99750601 2.5198421 ],rev:[1.0156 2.0017 2.992 ],dbuf:[3.89306221e+00 1.68549683e+02 1.24128444e+04],ch:[3.84724655 4.09444102 4.02514493],ibuf:[0, 0, 0],rbuf:[3.66987043e+00 1.57543952e+02 1.47542965e+04]\n",
      "3:r:[-2.14692597e+00 -4.16542369e+01 -3.45335888e+03],p:[0.17147945 1.0037287  2.        ],op:[4.99321707e-06 0.00000000e+00 0.00000000e+00],tr:[0.1633796  0.01085854 0.        ],pr:[0.83315403 1.99653551 2.5198421 ],rev:[0.9958 2.0072 3.    ],dbuf:[3.87525227e+00 1.68122037e+02 1.71867944e+04],ch:[4.04980786 3.94503525 3.99468963],ibuf:[0, 0, 0],rbuf:[3.81511217e+00 1.55603429e+02 1.95558755e+04]\n",
      "4:r:[-2.24374000e+00 -4.09460716e+01 -4.38562042e+03],p:[0.18167843 0.97377758 2.        ],op:[5.21455859e-06 0.00000000e+00 0.00000000e+00],tr:[0.16896542 0.00869324 0.        ],pr:[0.84901529 1.97715703 2.5198421 ],rev:[1.0171 1.987  2.9852],dbuf:[3.95135431e+00 1.65779255e+02 2.18481021e+04],ch:[3.935296   4.16313804 3.97525052],ibuf:[0, 0, 0],rbuf:[2.56496140e+00 1.67100681e+02 2.42094545e+04]\n",
      "5:r:[-2.19559908e+00 -4.11884352e+01 -5.35327892e+03],p:[0.17689203 0.98611753 2.        ],op:[6.1388984e-06 0.0000000e+00 0.0000000e+00],tr:[0.15970931 0.00848003 0.        ],pr:[0.84647255 1.98471448 2.5198421 ],rev:[1.0055 1.9931 3.0207],dbuf:[3.90206857e+00 1.66497475e+02 2.66863946e+04],ch:[3.94146169 3.95127287 4.15186992],ibuf:[0, 0, 0],rbuf:[4.64356968e+00 1.66155579e+02 2.92180335e+04]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "6:r:[-2.13235872e+00 -4.10961531e+01 -6.34797670e+03],p:[0.17080273 0.982007   2.        ],op:[3.80515125e-06 0.00000000e+00 0.00000000e+00],tr:[0.16017212 0.00790687 0.        ],pr:[0.83019661 1.98227934 2.5198421 ],rev:[0.9895 1.9912 3.004 ],dbuf:[3.82953206e+00 1.66200485e+02 3.16598835e+04],ch:[4.00873494 3.96591176 4.00629656],ibuf:[0, 0, 0],rbuf:[2.95481744e+00 1.76293433e+02 3.40596125e+04]\n",
      "7:r:[-2.18981975e+00 -4.21604322e+01 -7.30738510e+03],p:[0.17709755 1.02209989 2.        ],op:[3.99941629e-06 0.00000000e+00 0.00000000e+00],tr:[0.16185507 0.00663752 0.        ],pr:[0.84500446 2.01049136 2.5198421 ],rev:[1.0061 2.0159 2.9992],dbuf:[3.86503658e+00 1.69918166e+02 3.64569255e+04],ch:[3.91119869 3.99487733 3.98879442],ibuf:[0, 0, 0],rbuf:[2.24727777e+00 1.64004691e+02 3.88531915e+04]\n",
      "8:r:[-2.17272047e+00 -4.20391398e+01 -8.26033778e+03],p:[0.17393307 1.01516067 2.        ],op:[5.10987261e-06 0.00000000e+00 0.00000000e+00],tr:[0.16225595 0.00932706 0.        ],pr:[0.83201589 2.00498916 2.5198421 ],rev:[0.9938 2.014  2.9865],dbuf:[3.90607502e+00 1.69589272e+02 4.12216889e+04],ch:[4.12982707 4.09766454 3.90312631],ibuf:[0, 0, 0],rbuf:[5.78443110e+00 1.60842459e+02 4.35197705e+04]\n",
      "9:r:[-2.19888145e+00 -4.13738513e+01 -9.19816553e+03],p:[0.17710729 0.9923209  2.        ],op:[4.25798868e-06 0.00000000e+00 0.00000000e+00],tr:[0.15971299 0.00798776 0.        ],pr:[0.84111046 1.98971569 2.5198421 ],rev:[1.    2.001 2.992],dbuf:[3.90994540e+00 1.67176421e+02 4.59108276e+04],ch:[3.99907356 3.96037811 3.89786037],ibuf:[0, 0, 0],rbuf:[4.63074461e+00 1.93807960e+02 4.82413495e+04]\n",
      "10:r:[-2.16115397e+00 -4.15431952e+01 -1.01367175e+04],p:[0.17371058 1.00020349 2.        ],op:[7.02369941e-06 0.00000000e+00 0.00000000e+00],tr:[0.16311096 0.00738464 0.        ],pr:[0.8379633  1.99411616 2.5198421 ],rev:[1.     1.9987 2.9901],dbuf:[3.85706577e+00 1.67707837e+02 5.06035873e+04],ch:[3.94112702 3.88484883 3.92389192],ibuf:[0, 0, 0],rbuf:[4.67692335e+00 1.65799964e+02 5.29439285e+04]\n",
      "11:r:[-2.17649251e+00 -4.13217317e+01 -1.11008936e+04],p:[0.17463187 0.99051831 2.        ],op:[5.58062431e-06 0.00000000e+00 0.00000000e+00],tr:[0.16376259 0.00556727 0.        ],pr:[0.84020788 1.98956766 2.5198421 ],rev:[1.003  1.9971 3.0235],dbuf:[3.89696448e+00 1.66987926e+02 5.54244680e+04],ch:[3.95095443 4.01866812 3.92100728],ibuf:[0, 0, 0],rbuf:[2.84204367e+00 1.85450662e+02 5.79805076e+04]\n",
      "12:r:[-2.17536718e+00 -4.14219998e+01 -1.20714566e+04],p:[0.17506089 0.99397943 2.        ],op:[5.5872131e-06 0.0000000e+00 0.0000000e+00],tr:[0.16269123 0.00887485 0.        ],pr:[0.83841027 1.99156451 2.5198421 ],rev:[1.0004 1.9993 2.9863],dbuf:[3.87417670e+00 1.67350822e+02 6.02772828e+04],ch:[3.93711826 4.04544311 4.06020649],ibuf:[0, 0, 0],rbuf:[5.00413974e+00 1.74057069e+02 6.26450866e+04]\n",
      "13:r:[-2.18224534e+00 -4.22917636e+01 -1.29932666e+04],p:[0.17672418 1.0249338  2.        ],op:[4.05259427e-06 0.00000000e+00 0.00000000e+00],tr:[0.1534587  0.00776301 0.        ],pr:[0.84801394 2.01144439 2.5198421 ],rev:[1.0006 2.018  2.9672],dbuf:[3.84209744e+00 1.70461466e+02 6.48863331e+04],ch:[3.88011205 4.03682949 3.8411579 ],ibuf:[0, 0, 0],rbuf:[4.15920421e+00 1.61983107e+02 6.71186656e+04]\n",
      "14:r:[-2.10100670e+00 -4.25237763e+01 -1.39399664e+04],p:[0.16682581 1.03470456 2.        ],op:[5.10187575e-06 0.00000000e+00 0.00000000e+00],tr:[0.16018159 0.00702504 0.        ],pr:[0.81895096 2.01740057 2.5198421 ],rev:[0.9782 2.0226 3.0129],dbuf:[3.83179721e+00 1.71230699e+02 6.96198320e+04],ch:[4.10997865 4.02840235 3.89007185],ibuf:[0, 0, 0],rbuf:[3.12512124e+00 1.43727080e+02 7.20492446e+04]\n",
      "15:r:[-2.14968197e+00 -4.13484878e+01 -1.48931612e+04],p:[0.17299258 0.99273627 2.        ],op:[4.2737667e-06 0.0000000e+00 0.0000000e+00],tr:[0.15857274 0.00752764 0.        ],pr:[0.83768921 1.98985798 2.5198421 ],rev:[0.9956 1.9995 2.9911],dbuf:[3.82853552e+00 1.67032988e+02 7.43858061e+04],ch:[3.9871558  3.96966105 3.90061232],ibuf:[0, 0, 0],rbuf:[4.37222350e+00 1.64870887e+02 7.67618236e+04]\n",
      "16:r:[-2.13359292e+00 -4.18302222e+01 -1.58296278e+04],p:[0.17230348 1.00542932 2.        ],op:[5.84528011e-06 0.00000000e+00 0.00000000e+00],tr:[0.15932115 0.01076817 0.        ],pr:[0.83175938 1.99813776 2.5198421 ],rev:[0.99   2.0106 3.0138],dbuf:[3.77559166e+00 1.68933938e+02 7.90681392e+04],ch:[3.93668208 4.18724195 3.95208629],ibuf:[0, 0, 0],rbuf:[3.23089440e+00 1.81811573e+02 8.17014026e+04]\n",
      "17:r:[-2.11426296e+00 -4.10784106e+01 -1.68231448e+04],p:[0.16934969 0.98310108 2.        ],op:[4.97816222e-06 0.00000000e+00 0.00000000e+00],tr:[0.15499368 0.00594318 0.        ],pr:[0.83493009 1.98384534 2.5198421 ],rev:[0.989  1.9863 2.9709],dbuf:[3.79712802e+00 1.66068010e+02 8.40357238e+04],ch:[3.96296811 3.90813681 4.06953209],ibuf:[0, 0, 0],rbuf:[2.73131702e+00 1.46926376e+02 8.62119816e+04]\n",
      "18:r:[-2.14761956e+00 -4.18409815e+01 -1.77455041e+04],p:[0.17357418 1.00795675 2.        ],op:[6.70318276e-06 0.00000000e+00 0.00000000e+00],tr:[0.16325174 0.00700607 0.        ],pr:[0.83468806 2.00038209 2.5198421 ],rev:[0.9971 2.0087 2.9998],dbuf:[3.79486234e+00 1.68886638e+02 8.86475207e+04],ch:[3.93840949 4.12477713 3.8798074 ],ibuf:[0, 0, 0],rbuf:[4.25726170e+00 1.60044797e+02 9.10115606e+04]\n",
      "19:r:[-2.13905012e+00 -4.15883774e+01 -1.86995764e+04],p:[0.17106253 0.99873249 2.        ],op:[6.31968761e-06 0.00000000e+00 0.00000000e+00],tr:[0.16633583 0.00797894 0.        ],pr:[0.82385971 1.99432698 2.5198421 ],rev:[0.9895 2.0057 2.9956],dbuf:[3.85249681e+00 1.67992587e+02 9.34178818e+04],ch:[4.10476893 4.12142353 4.07278895],ibuf:[0, 0, 0],rbuf:[7.07001595e+00 1.93985636e+02 9.57691396e+04]\n",
      "20:r:[-2.20734259e+00 -4.16159978e+01 -1.96786487e+04],p:[0.17839298 1.00157872 2.        ],op:[5.10207193e-06 0.00000000e+00 0.00000000e+00],tr:[0.17462598 0.00812296 0.        ],pr:[0.83656958 1.99622331 2.5198421 ],rev:[1.01   2.0014 3.0272],dbuf:[3.90078975e+00 1.68016840e+02 9.83132434e+04],ch:[3.97697802 3.93839701 4.03864181],ibuf:[0, 0, 0],rbuf:[3.92188195e+00 1.64522873e+02 1.00842719e+05]\n",
      "21:r:[-2.18884405e+00 -4.19263197e+01 -2.06622172e+04],p:[0.17577092 1.01302382 2.        ],op:[4.67269146e-06 0.00000000e+00 0.00000000e+00],tr:[0.16406872 0.00746193 0.        ],pr:[0.83839193 2.00334816 2.5198421 ],rev:[1.0018 2.0135 2.9946],dbuf:[3.91319653e+00 1.69110645e+02 1.03231086e+05],ch:[4.00369942 3.9848658  3.85971691],ibuf:[0, 0, 0],rbuf:[5.09698540e+00 1.91421952e+02 1.05590298e+05]\n",
      "22:r:[-2.25368194e+00 -4.11660321e+01 -2.16430633e+04],p:[0.18289094 0.98180248 2.        ],op:[2.74676311e-06 0.00000000e+00 0.00000000e+00],tr:[0.16128105 0.00926563 0.        ],pr:[0.85908546 1.98254458 2.5198421 ],rev:[1.02   1.9916 3.0223],dbuf:[3.95266206e+00 1.66558061e+02 1.08135316e+05],ch:[3.91504312 4.12697108 4.11080468],ibuf:[0, 0, 0],rbuf:[6.23589553e+00 1.89319802e+02 1.10614877e+05]\n",
      "23:r:[-2.14264998e+00 -4.15798407e+01 -2.25996515e+04],p:[0.17195414 0.99898608 2.        ],op:[5.2474334e-06 0.0000000e+00 0.0000000e+00],tr:[0.16855126 0.00993094 0.        ],pr:[0.82983882 1.99253966 2.5198421 ],rev:[0.9973 1.9988 2.9755],dbuf:[3.83487439e+00 1.67939760e+02 1.12918257e+05],ch:[3.99478828 4.00507256 3.96222248],ibuf:[0, 0, 0],rbuf:[3.99103107e+00 1.52613827e+02 1.15171456e+05]\n",
      "24:r:[-2.20558934e+00 -4.11397927e+01 -2.35047722e+04],p:[0.17783887 0.98428698 2.        ],op:[4.23248621e-06 0.00000000e+00 0.00000000e+00],tr:[0.17276381 0.00815632 0.        ],pr:[0.83425155 1.98373194 2.5198421 ],rev:[1.0063 1.9915 2.9569],dbuf:[3.91422243e+00 1.66327484e+02 1.17443861e+05],ch:[4.06304661 3.89307009 3.9722128 ],ibuf:[0, 0, 0],rbuf:[4.51034283e+00 1.48731308e+02 1.19542035e+05]\n",
      "25:r:[-2.16418462e+00 -4.06259946e+01 -2.43830454e+04],p:[0.17495582 0.96384098 2.        ],op:[6.03711308e-06 0.00000000e+00 0.00000000e+00],tr:[0.15849473 0.0077471  0.        ],pr:[0.84512356 1.97046405 2.5198421 ],rev:[1.0028 1.9816 2.9864],dbuf:[3.82244866e+00 1.64576334e+02 1.21835227e+05],ch:[3.82544768 4.01702776 4.17847131],ibuf:[0, 0, 0],rbuf:[4.95713705e+00 1.82619841e+02 1.24207614e+05]\n",
      "26:r:[-2.25365941e+00 -4.21525202e+01 -2.53214350e+04],p:[0.18164101 1.02238    2.        ],op:[5.01898267e-06 0.00000000e+00 0.00000000e+00],tr:[0.18154193 0.00548463 0.        ],pr:[0.83870177 2.01074558 2.5198421 ],rev:[1.0192 2.014  3.0018],dbuf:[4.00245584e+00 1.69867401e+02 1.26527175e+05],ch:[4.0874464  3.95623453 4.04064551],ibuf:[0, 0, 0],rbuf:[2.59297957e+00 1.60317660e+02 1.29027193e+05]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "27:r:[-2.17158205e+00 -4.15500245e+01 -2.62901233e+04],p:[0.17619431 0.99968842 2.        ],op:[4.96798842e-06 0.00000000e+00 0.00000000e+00],tr:[0.1523489  0.00539064 0.        ],pr:[0.84883405 1.99554483 2.5198421 ],rev:[1.0003 2.0023 3.0079],dbuf:[3.80993900e+00 1.67762586e+02 1.31370616e+05],ch:[3.80441775 3.96435782 4.0987232 ],ibuf:[0, 0, 0],rbuf:[1.11242988e+00 1.73962911e+02 1.33907772e+05]\n",
      "28:r:[-2.12725569e+00 -4.06237370e+01 -2.72772598e+04],p:[0.17000233 0.96546788 2.        ],op:[5.95680759e-06 0.00000000e+00 0.00000000e+00],tr:[0.15387441 0.00747622 0.        ],pr:[0.82869584 1.97214418 2.5198421 ],rev:[0.9815 1.9807 2.9966],dbuf:[3.83594689e+00 1.64499970e+02 1.36306299e+05],ch:[4.04297104 3.91806071 4.02693867],ibuf:[0, 0, 0],rbuf:[3.36547343e-02 1.84758930e+02 1.38675351e+05]\n",
      "29:r:[-2.17426476e+00 -4.15451814e+01 -2.82105815e+04],p:[0.17332218 0.99849738 2.        ],op:[4.10001432e-06 0.00000000e+00 0.00000000e+00],tr:[0.1621024  0.00812723 0.        ],pr:[0.8343894  1.99270088 2.5198421 ],rev:[0.9959 1.9989 2.9832],dbuf:[3.93827273e+00 1.67786012e+02 1.40972907e+05],ch:[4.12749117 4.07461952 3.87583244],ibuf:[0, 0, 0],rbuf:[6.14622962e-01 1.65477819e+02 1.43308930e+05]\n",
      "30:r:[-2.13509456e+00 -4.18340611e+01 -2.91480405e+04],p:[0.17104382 1.00975828 2.        ],op:[5.2156332e-06 0.0000000e+00 0.0000000e+00],tr:[0.15485269 0.00624081 0.        ],pr:[0.83480111 2.00192731 2.5198421 ],rev:[0.9886 2.007  3.0083],dbuf:[3.83351125e+00 1.68779974e+02 1.45660203e+05],ch:[3.99659143 3.96886296 4.13964949],ibuf:[0, 0, 0],rbuf:[7.47465396e-01 1.53796594e+02 1.48193509e+05]\n",
      "31:r:[-2.20452615e+00 -4.22393458e+01 -3.00974020e+04],p:[0.17736837 1.02490099 2.        ],op:[4.24877524e-06 0.00000000e+00 0.00000000e+00],tr:[0.16710243 0.00693194 0.        ],pr:[0.84122712 2.01188486 2.5198421 ],rev:[1.0079 2.0193 2.9815],dbuf:[3.92772595e+00 1.70200689e+02 1.50407010e+05],ch:[4.03651262 3.92392642 4.00284956],ibuf:[0, 0, 0],rbuf:[2.86326209e+00 1.58628681e+02 1.52810088e+05]\n",
      "32:r:[-2.17533580e+00 -4.12768721e+01 -3.10433893e+04],p:[0.17486181 0.98760088 2.        ],op:[5.85183692e-06 0.00000000e+00 0.00000000e+00],tr:[0.16963614 0.00808529 0.        ],pr:[0.83245166 1.98738315 2.5198421 ],rev:[1.0009 1.9955 2.9854],dbuf:[3.88197239e+00 1.66880326e+02 1.55136947e+05],ch:[4.04366134 4.01450649 3.92057495],ibuf:[0, 0, 0],rbuf:[     0.            158.94423932 157465.66659604]\n",
      "33:r:[-2.17815323e+00 -4.04377451e+01 -3.19642173e+04],p:[0.17512008 0.95755747 2.        ],op:[3.87029532e-06 0.00000000e+00 0.00000000e+00],tr:[0.16261163 0.00902871 0.        ],pr:[0.84478263 1.96614288 2.5198421 ],rev:[1.0071 1.9751 2.9782],dbuf:[3.88580817e+00 1.63886426e+02 1.59741086e+05],ch:[3.91113262 3.98800319 3.96293449],ibuf:[0, 0, 0],rbuf:[3.97413085e+00 1.58228247e+02 1.62049246e+05]\n",
      "34:r:[-2.17405794e+00 -4.12772701e+01 -3.28761943e+04],p:[0.17558006 0.98720489 2.        ],op:[5.21982165e-06 0.00000000e+00 0.00000000e+00],tr:[0.16171999 0.01314987 0.        ],pr:[0.83981734 1.98519545 2.5198421 ],rev:[1.0005 1.9999 2.9651],dbuf:[3.84687851e+00 1.66898155e+02 1.64300971e+05],ch:[3.93825241 4.04640157 3.89910977],ibuf:[0, 0, 0],rbuf:[1.55536366e+00 1.73774968e+02 1.66501825e+05]\n",
      "35:r:[-2.14572605e+00 -4.18172287e+01 -3.38178352e+04],p:[0.17237475 1.00762428 2.        ],op:[6.1885357e-06 0.0000000e+00 0.0000000e+00],tr:[0.1605005  0.01037218 0.        ],pr:[0.83495703 1.99961084 2.5198421 ],rev:[0.9946 2.0092 3.0093],dbuf:[3.83339257e+00 1.68781172e+02 1.69009176e+05],ch:[3.90199632 4.04119413 3.88564083],ibuf:[0, 0, 0],rbuf:[3.53602476e+00 1.65944781e+02 1.71396404e+05]\n",
      "36:r:[-2.15215988e+00 -4.12533489e+01 -3.47582312e+04],p:[0.17379319 0.98634464 2.        ],op:[4.93525945e-06 0.00000000e+00 0.00000000e+00],tr:[0.15778993 0.00874182 0.        ],pr:[0.83768072 1.98607229 2.5198421 ],rev:[0.9943 1.9938 2.9874],dbuf:[3.80887443e+00 1.66812959e+02 1.73711156e+05],ch:[3.89984573 4.08227952 4.03598946],ibuf:[0, 0, 0],rbuf:[4.51003684e-01 1.55803738e+02 1.76071983e+05]\n",
      "37:r:[-2.22946129e+00 -4.14935740e+01 -3.57304637e+04],p:[0.18011978 0.99745794 2.        ],op:[4.00175404e-06 0.00000000e+00 0.00000000e+00],tr:[0.16821677 0.00806881 0.        ],pr:[0.84376105 1.99315481 2.5198421 ],rev:[1.0116 2.0009 3.0194],dbuf:[3.94235499e+00 1.67569552e+02 1.78572318e+05],ch:[4.00282215 3.90210648 3.77439697],ibuf:[0, 0, 0],rbuf:[2.42137693e+00 1.52567490e+02 1.81067562e+05]\n",
      "38:r:[-2.26665700e+00 -4.05122845e+01 -3.67189587e+04],p:[0.1831881  0.95818247 2.        ],op:[6.63884292e-06 0.00000000e+00 0.00000000e+00],tr:[0.18524944 0.00889681 0.        ],pr:[0.83231517 1.96568639 2.5198421 ],rev:[1.0168 1.9744 3.0028],dbuf:[4.00549526e+00 1.64234124e+02 1.83514794e+05],ch:[4.14718819 4.15335343 3.90753763],ibuf:[0, 0, 0],rbuf:[4.78167340e+00 1.50735421e+02 1.85897141e+05]\n",
      "39:r:[-2.22854729e+00 -4.14542491e+01 -3.76601516e+04],p:[0.18074448 0.99636186 2.        ],op:[3.64585456e-06 0.00000000e+00 0.00000000e+00],tr:[0.16888436 0.00628468 0.        ],pr:[0.84461219 1.99335067 2.5198421 ],rev:[1.0128 1.9991 2.9943],dbuf:[3.91281151e+00 1.67416771e+02 1.88220758e+05],ch:[3.95354915 3.96235631 4.04521157],ibuf:[0, 0, 0],rbuf:[4.66417823e+00 1.45381926e+02 1.90641720e+05]\n",
      "40:r:[-2.21890022e+00 -4.14571860e+01 -3.86426881e+04],p:[0.17971153 0.99594408 2.        ],op:[5.05085097e-06 0.00000000e+00 0.00000000e+00],tr:[0.16348248 0.00790438 0.        ],pr:[0.84510189 1.99236065 2.5198421 ],rev:[1.0081 2.0028 3.0117],dbuf:[3.90583803e+00 1.67448167e+02 1.93133440e+05],ch:[3.93375585 3.92821551 3.88598356],ibuf:[0, 0, 0],rbuf:[7.32202664e+00 1.70731631e+02 1.95560299e+05]\n",
      "41:r:[-2.13188409e+00 -4.11810160e+01 -3.96117325e+04],p:[0.17108372 0.98483808 2.        ],op:[6.95163255e-06 0.00000000e+00 0.00000000e+00],tr:[0.16007983 0.00953038 0.        ],pr:[0.82885849 1.98391658 2.5198421 ],rev:[0.9877 1.9918 2.9974],dbuf:[3.81579357e+00 1.66511557e+02 1.97978662e+05],ch:[3.99642783 3.98844874 3.96803264],ibuf:[0, 0, 0],rbuf:[6.05969720e+00 1.54262078e+02 2.00335878e+05]\n",
      "42:r:[-2.18778122e+00 -4.10680341e+01 -4.05890715e+04],p:[0.17768445 0.98113699 2.        ],op:[4.96386231e-06 0.00000000e+00 0.00000000e+00],tr:[0.16141628 0.00762978 0.        ],pr:[0.84395208 1.98250852 2.5198421 ],rev:[1.0041 1.9919 3.0183],dbuf:[3.83132954e+00 1.66094691e+02 2.02865357e+05],ch:[3.87382858 3.98800848 4.04732974],ibuf:[0, 0, 0],rbuf:[1.56108146e+00 1.71879126e+02 2.05320457e+05]\n",
      "43:r:[-2.12849197e+00 -4.21283090e+01 -4.15581505e+04],p:[0.1708347  1.01967594 2.        ],op:[6.33065903e-06 0.00000000e+00 0.00000000e+00],tr:[0.15611479 0.0083568  0.        ],pr:[0.83925199 2.00771289 2.5198421 ],rev:[0.9944 2.016  3.0036],dbuf:[3.80881857e+00 1.69854507e+02 2.07710753e+05],ch:[3.91842166 4.02336738 3.97384344],ibuf:[0, 0, 0],rbuf:[1.62418336e+00 1.71182255e+02 2.10158036e+05]\n",
      "44:r:[-2.22572779e+00 -4.14194118e+01 -4.25531306e+04],p:[0.1799817  0.99233803 2.        ],op:[3.57938529e-06 0.00000000e+00 0.00000000e+00],tr:[0.16955941 0.00925206 0.        ],pr:[0.84404889 1.98948734 2.5198421 ],rev:[1.0134 1.9977 3.005 ],dbuf:[3.92922796e+00 1.67403538e+02 2.12685653e+05],ch:[3.9460836  4.09817988 3.98005796],ibuf:[0, 0, 0],rbuf:[5.98660098e+00 1.60788284e+02 2.15009615e+05]\n",
      "45:r:[-2.10661908e+00 -4.16165708e+01 -4.34879871e+04],p:[0.16833757 1.00326807 2.        ],op:[5.05390137e-06 0.00000000e+00 0.00000000e+00],tr:[0.15551272 0.00888844 0.        ],pr:[0.83362485 1.99630794 2.5198421 ],rev:[0.9881 2.0062 2.9972],dbuf:[3.79939066e+00 1.67952131e+02 2.17359935e+05],ch:[3.92796576 3.83000596 3.90949216],ibuf:[0, 0, 0],rbuf:[4.31919550e+00 1.70824512e+02 2.19783194e+05]\n",
      "46:r:[-2.14467402e+00 -4.13435652e+01 -4.44601281e+04],p:[0.17053249 0.98883296 2.        ],op:[3.80116442e-06 0.00000000e+00 0.00000000e+00],tr:[0.16523988 0.00856467 0.        ],pr:[0.82664758 1.98799315 2.5198421 ],rev:[0.9913 1.9965 3.0046],dbuf:[3.90191865e+00 1.67164508e+02 2.22220641e+05],ch:[4.11614648 4.18233256 3.89578844],ibuf:[0, 0, 0],rbuf:[5.30591394e+00 1.70246326e+02 2.24630773e+05]\n",
      "47:r:[-2.22600137e+00 -4.13465265e+01 -4.54100045e+04],p:[0.17988914 0.99039763 2.        ],op:[4.13479887e-06 0.00000000e+00 0.00000000e+00],tr:[0.17397816 0.01320246 0.        ],pr:[0.83986066 1.98728039 2.5198421 ],rev:[1.0132 1.9989 2.9917],dbuf:[3.93427599e+00 1.67116727e+02 2.26970023e+05],ch:[4.03478854 4.06382311 4.07071368],ibuf:[0, 0, 0],rbuf:[5.85297649e+00 1.54417812e+02 2.29349352e+05]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "48:r:[-2.20235528e+00 -4.17023287e+01 -4.63526567e+04],p:[0.17794408 1.00479019 2.        ],op:[3.68604835e-06 0.00000000e+00 0.00000000e+00],tr:[0.16597127 0.01073879 0.        ],pr:[0.84394044 1.99682221 2.5198421 ],rev:[1.0093 2.0118 2.9862],dbuf:[3.89386578e+00 1.68320036e+02 2.31683284e+05],ch:[3.9434948  3.92397601 4.09218347],ibuf:[0, 0, 0],rbuf:[4.88322633e+00 1.96807776e+02 2.34012931e+05]\n",
      "49:r:[-2.14659105e+00 -4.10684114e+01 -4.72542777e+04],p:[0.17252168 0.98071859 2.        ],op:[5.34611736e-06 0.00000000e+00 0.00000000e+00],tr:[0.15978775 0.00737293 0.        ],pr:[0.83600608 1.98191888 2.5198421 ],rev:[0.9945 1.9872 2.969 ],dbuf:[3.83187402e+00 1.66113313e+02 2.36191388e+05],ch:[3.92477795 4.01102099 3.99204273],ibuf:[0, 0, 0],rbuf:[1.99094182e+00 1.75889670e+02 2.38504510e+05]\n",
      "50:r:[-2.15753362e+00 -4.06284395e+01 -4.81944298e+04],p:[0.17362658 0.96546827 2.        ],op:[4.3546715e-06 0.0000000e+00 0.0000000e+00],tr:[0.15939292 0.00853091 0.        ],pr:[0.83952176 1.97203303 2.5198421 ],rev:[0.9985 1.9792 3.0048],dbuf:[3.84243076e+00 1.64523466e+02 2.40892149e+05],ch:[3.91985    3.93527413 4.12895182],ibuf:[0, 0, 0],rbuf:[6.65531123e+00 1.62250336e+02 2.43354089e+05]\n",
      "51:r:[-2.12399143e+00 -4.10979931e+01 -4.91462896e+04],p:[0.16994944 0.9810461  2.        ],op:[4.63372874e-06 0.00000000e+00 0.00000000e+00],tr:[0.15308724 0.01192287 0.        ],pr:[0.83653102 1.98242607 2.5198421 ],rev:[0.9884 1.9954 2.9934],dbuf:[3.82179432e+00 1.66248122e+02 2.45651448e+05],ch:[3.96118544 4.04565475 4.09688341],ibuf:[0, 0, 0],rbuf:[3.78486742e+00 1.72760954e+02 2.48089668e+05]\n",
      "52:r:[-2.14692257e+00 -4.09653234e+01 -5.01346749e+04],p:[0.17201914 0.97742174 2.        ],op:[4.60883898e-06 0.00000000e+00 0.00000000e+00],tr:[0.15999826 0.0075686  0.        ],pr:[0.83611316 1.98015363 2.5198421 ],rev:[0.9955 1.9871 3.0217],dbuf:[3.85366304e+00 1.65729748e+02 2.50593375e+05],ch:[4.00751838 3.94340101 3.93920428],ibuf:[0, 0, 0],rbuf:[5.74029187e+00 1.66538625e+02 2.53108247e+05]\n",
      "53:r:[-2.13594357e+00 -4.13464335e+01 -5.11306432e+04],p:[0.17097312 0.99195299 2.        ],op:[4.55948831e-06 0.00000000e+00 0.00000000e+00],tr:[0.15983193 0.01713222 0.        ],pr:[0.83354021 1.98703622 2.5198421 ],rev:[0.9923 2.0059 3.0233],dbuf:[3.84061079e+00 1.67054048e+02 2.55573216e+05],ch:[4.00764145 4.04378057 3.93830646],ibuf:[0, 0, 0],rbuf:[2.24718095e+00 1.83854193e+02 2.58142826e+05]\n",
      "54:r:[-2.14430416e+00 -4.12381020e+01 -5.21075331e+04],p:[0.17168406 0.98970088 2.        ],op:[4.44445679e-06 0.00000000e+00 0.00000000e+00],tr:[0.16157518 0.00675906 0.        ],pr:[0.836016   1.98848366 2.5198421 ],rev:[0.9969 1.9924 2.9811],dbuf:[3.85398049e+00 1.66602475e+02 2.60457665e+05],ch:[3.98126871 3.82922188 4.02750218],ibuf:[0, 0, 0],rbuf:[3.01958395e+00 1.55427003e+02 2.62755405e+05]\n",
      "55:r:[-2.28093522e+00 -4.12508231e+01 -5.30569536e+04],p:[0.18545182 0.98858444 2.        ],op:[4.08587236e-06 0.00000000e+00 0.00000000e+00],tr:[0.17131146 0.00597507 0.        ],pr:[0.84695342 1.98808647 2.5198421 ],rev:[1.0178 1.9932 3.0141],dbuf:[3.98643988e+00 1.66710738e+02 2.65204768e+05],ch:[3.99705332 3.92187382 4.0450021 ],ibuf:[0, 0, 0],rbuf:[6.46800442e+00 1.46811524e+02 2.67697984e+05]\n",
      "56:r:[-2.14976660e+00 -4.08006766e+01 -5.40641638e+04],p:[0.17253482 0.97178367 2.        ],op:[5.84452255e-06 0.00000000e+00 0.00000000e+00],tr:[0.15664316 0.00687647 0.        ],pr:[0.8398468  1.97678108 2.5198421 ],rev:[0.9955 1.9861 3.0179],dbuf:[3.84720621e+00 1.65132036e+02 2.70240819e+05],ch:[3.92723252 3.9825188  4.04327848],ibuf:[0, 0, 0],rbuf:[4.57255303e+00 1.71236044e+02 2.72678563e+05]\n",
      "57:r:[-2.15257661e+00 -4.24142781e+01 -5.50583878e+04],p:[0.1721319  1.03046911 2.        ],op:[4.97425512e-06 0.00000000e+00 0.00000000e+00],tr:[0.15824099 0.00609494 0.        ],pr:[0.83313274 2.01633207 2.5198421 ],rev:[0.9906 2.0201 2.9971],dbuf:[3.87740789e+00 1.70852626e+02 2.75211939e+05],ch:[4.04198283 4.01606693 4.16347713],ibuf:[0, 0, 0],rbuf:[5.60546454e+00 1.47965960e+02 2.77451142e+05]\n",
      "58:r:[-2.09623697e+00 -4.19940157e+01 -5.59928759e+04],p:[0.16728889 1.01571172 2.        ],op:[5.75234623e-06 0.00000000e+00 0.00000000e+00],tr:[0.15050156 0.00791456 0.        ],pr:[0.83495223 2.00531906 2.5198421 ],rev:[0.9845 2.0133 2.9917],dbuf:[3.78939916e+00 1.69341610e+02 2.79884379e+05],ch:[3.87398925 3.98493999 4.1007185 ],ibuf:[0, 0, 0],rbuf:[3.83431940e+00 1.48629709e+02 2.82169721e+05]\n",
      "59:r:[-2.19238660e+00 -4.17672740e+01 -5.68913666e+04],p:[0.17740235 1.00670968 2.        ],op:[6.54633538e-06 0.00000000e+00 0.00000000e+00],tr:[0.16805564 0.00838509 0.        ],pr:[0.83351378 1.99934284 2.5198421 ],rev:[1.0009 2.0074 2.9689],dbuf:[3.86557726e+00 1.68567983e+02 2.84376833e+05],ch:[4.01357605 3.96462449 3.92714348],ibuf:[0, 0, 0],rbuf:[5.90114421e+00 1.45350383e+02 2.86660300e+05]\n",
      "60:r:[-2.22499301e+00 -4.11555177e+01 -5.78604139e+04],p:[0.18009513 0.98334399 2.        ],op:[4.59595864e-06 0.00000000e+00 0.00000000e+00],tr:[0.17239745 0.009057   0.        ],pr:[0.8382542  1.98307514 2.5198421 ],rev:[1.0098 1.9941 3.0279],dbuf:[3.92097585e+00 1.66443829e+02 2.89222070e+05],ch:[3.98851581 4.03551502 4.0002584 ],ibuf:[0, 0, 0],rbuf:[5.24532610e+00 1.65028931e+02 2.91740879e+05]\n",
      "61:r:[-2.21858036e+00 -4.20434321e+01 -5.88507009e+04],p:[0.17849495 1.01771377 2.        ],op:[2.67146922e-06 0.00000000e+00 0.00000000e+00],tr:[0.17694088 0.00639837 0.        ],pr:[0.8345796 2.0062033 2.5198421],rev:[1.011  2.0141 3.0176],dbuf:[3.95299707e+00 1.69508610e+02 2.94173505e+05],ch:[4.08269944 3.98598796 3.97332742],ibuf:[0, 0, 0],rbuf:[4.99148262e+00 1.80012284e+02 2.96718458e+05]\n",
      "62:r:[-2.14705040e+00 -4.16750077e+01 -5.98094418e+04],p:[0.1728457 1.0036287 2.       ],op:[5.81088516e-06 0.00000000e+00 0.00000000e+00],tr:[0.16114378 0.00664471 0.        ],pr:[0.83710681 1.99746891 2.5198421 ],rev:[0.997  2.0031 2.9831],dbuf:[3.82119140e+00 1.68229890e+02 2.98967209e+05],ch:[3.92290582 4.00566276 4.09770418],ibuf:[0, 0, 0],rbuf:[2.18020733e+00 1.69876055e+02 3.01351037e+05]\n",
      "63:r:[-2.21432771e+00 -4.12441369e+01 -6.07745164e+04],p:[0.17870378 0.9887709  2.        ],op:[6.51890551e-06 0.00000000e+00 0.00000000e+00],tr:[0.17088193 0.00874627 0.        ],pr:[0.83758417 1.98668691 2.5198421 ],rev:[1.0078 1.9964 3.    ],dbuf:[3.92322645e+00 1.66669849e+02 3.03792582e+05],ch:[4.04289379 3.88640295 3.9987518 ],ibuf:[0, 0, 0],rbuf:[4.84244797e+00 1.79544306e+02 3.06152616e+05]\n",
      "64:r:[-2.18133078e+00 -4.03200439e+01 -6.17133008e+04],p:[0.17474024 0.95423906 2.        ],op:[4.42706488e-06 0.00000000e+00 0.00000000e+00],tr:[0.1687881  0.00844985 0.        ],pr:[0.83451453 1.96344201 2.5198421 ],rev:[1.003  1.9706 2.9899],dbuf:[3.91686717e+00 1.63430657e+02 3.08486504e+05],ch:[4.1075576  3.93975506 4.11625878],ibuf:[0, 0, 0],rbuf:[7.42575797e+00 1.66625708e+02 3.10853195e+05]\n",
      "65:r:[-2.12564943e+00 -4.13940541e+01 -6.26404756e+04],p:[0.17048369 0.99528716 2.        ],op:[6.53844954e-06 0.00000000e+00 0.00000000e+00],tr:[0.15423116 0.00559924 0.        ],pr:[0.83367335 1.99270363 2.5198421 ],rev:[0.9867 1.9971 2.979 ],dbuf:[3.80863804e+00 1.67158784e+02 3.13122378e+05],ch:[3.98469235 3.8413594  3.95423687],ibuf:[0, 0, 0],rbuf:[5.69704205e+00 1.54596978e+02 3.15444774e+05]\n",
      "66:r:[-2.14602513e+00 -4.14228067e+01 -6.35790064e+04],p:[0.1715431  0.99461047 2.        ],op:[4.03657658e-06 0.00000000e+00 0.00000000e+00],tr:[0.1719572  0.00902226 0.        ],pr:[0.82039841 1.99106411 2.5198421 ],rev:[0.9914 1.9992 2.9958],dbuf:[3.86824010e+00 1.67329614e+02 3.17815032e+05],ch:[4.19299043 3.9349448  3.99161981],ibuf:[0, 0, 0],rbuf:[3.30894248e+00 1.45733268e+02 3.20204353e+05]\n",
      "67:r:[-2.17964771e+00 -4.11616545e+01 -6.45352276e+04],p:[0.17650514 0.984239   2.        ],op:[3.83955529e-06 0.00000000e+00 0.00000000e+00],tr:[0.16049096 0.00829407 0.        ],pr:[0.84612409 1.98436877 2.5198421 ],rev:[1.0059 1.9963 3.0059],dbuf:[3.83787931e+00 1.66438713e+02 3.22596138e+05],ch:[3.83167133 4.02758784 4.13361348],ibuf:[0, 0, 0],rbuf:[2.35346968e+00 1.82104883e+02 3.25064932e+05]\n",
      "68:r:[-2.21775628e+00 -4.03756173e+01 -6.55269180e+04],p:[0.17933873 0.955837   2.        ],op:[4.69391792e-06 0.00000000e+00 0.00000000e+00],tr:[0.1691143  0.01124436 0.        ],pr:[0.84166884 1.96501672 2.5198421 ],rev:[1.0103 1.9768 3.0167],dbuf:[3.91504434e+00 1.63644607e+02 3.27554590e+05],ch:[4.00873036 3.94164964 4.00919257],ibuf:[0, 0, 0],rbuf:[4.61833367e+00 1.87494089e+02 3.30033511e+05]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "69:r:[-2.21227265e+00 -4.21003052e+01 -6.65055022e+04],p:[0.17821542 1.01909009 2.        ],op:[4.39338878e-06 0.00000000e+00 0.00000000e+00],tr:[0.16449724 0.00811578 0.        ],pr:[0.84552149 2.00827692 2.5198421 ],rev:[1.0095 2.0155 3.0089],dbuf:[3.93257083e+00 1.69737923e+02 3.32447511e+05],ch:[3.96442689 4.01199415 3.96567227],ibuf:[0, 0, 0],rbuf:[4.82182453e+00 1.78567050e+02 3.34924090e+05]\n",
      "70:r:[-2.15512404e+00 -4.24414353e+01 -6.75026134e+04],p:[0.17111936 1.03159961 2.        ],op:[6.11016315e-06 0.00000000e+00 0.00000000e+00],tr:[0.17200378 0.00766016 0.        ],pr:[0.82133333 2.01529527 2.5198421 ],rev:[0.9923 2.0214 3.0025],dbuf:[3.93060142e+00 1.70943192e+02 3.37433067e+05],ch:[4.17362411 3.98237883 4.00785362],ibuf:[0, 0, 0],rbuf:[1.87572929e+00 1.63012812e+02 3.39750669e+05]\n",
      "71:r:[-2.09826716e+00 -4.06999445e+01 -6.84394758e+04],p:[0.16539103 0.96344181 2.        ],op:[5.38797555e-06 0.00000000e+00 0.00000000e+00],tr:[0.1610654  0.00996885 0.        ],pr:[0.8165433 1.9705448 2.5198421],rev:[0.9767 1.9798 2.9843],dbuf:[3.87547891e+00 1.64962050e+02 3.42117379e+05],ch:[4.20941602 4.27484224 4.00357025],ibuf:[0, 0, 0],rbuf:[2.34026147e+00 1.55876258e+02 3.44395248e+05]\n",
      "72:r:[-2.24484886e+00 -4.10955786e+01 -6.93604488e+04],p:[0.18308081 0.97932768 2.        ],op:[4.04942497e-06 0.00000000e+00 0.00000000e+00],tr:[0.17057105 0.00984062 0.        ],pr:[0.84734445 1.9798249  2.5198421 ],rev:[1.0172 1.9906 2.9987],dbuf:[3.90085010e+00 1.66304786e+02 3.46722244e+05],ch:[3.91076252 4.16921951 3.85999239],ibuf:[0, 0, 0],rbuf:[1.77336025e+00 1.65221125e+02 3.49183827e+05]\n",
      "73:r:[-2.23508008e+00 -4.11865065e+01 -7.03616698e+04],p:[0.18031038 0.98352136 2.        ],op:[4.07917342e-06 0.00000000e+00 0.00000000e+00],tr:[0.16383607 0.00961042 0.        ],pr:[0.8481192  1.98289044 2.5198421 ],rev:[1.0115 1.9925 3.012 ],dbuf:[3.96282191e+00 1.66591678e+02 3.51728349e+05],ch:[3.93582961 4.11964427 4.04490634],ibuf:[0, 0, 0],rbuf:[2.65427299e+00 1.65212532e+02 3.54105406e+05]\n",
      "74:r:[-2.15324005e+00 -4.11331762e+01 -7.13071943e+04],p:[0.17132302 0.9850394  2.        ],op:[4.52219529e-06 0.00000000e+00 0.00000000e+00],tr:[0.15847148 0.00809289 0.        ],pr:[0.8307218  1.98382752 2.5198421 ],rev:[0.9884 1.9918 2.9912],dbuf:[3.91309849e+00 1.66264305e+02 3.56455972e+05],ch:[4.11562481 3.87745849 3.95350932],ibuf:[0, 0, 0],rbuf:[4.42189672e+00 1.64008398e+02 3.58818985e+05]\n",
      "75:r:[-2.13983737e+00 -4.08627505e+01 -7.22449271e+04],p:[0.17257733 0.97313747 2.        ],op:[5.95519659e-06 0.00000000e+00 0.00000000e+00],tr:[0.1597114  0.00715891 0.        ],pr:[0.83279752 1.9773406  2.5198421 ],rev:[0.9915 1.9841 3.0074],dbuf:[3.79585538e+00 1.65388253e+02 3.61144636e+05],ch:[3.94285469 4.05138256 4.08347048],ibuf:[0, 0, 0],rbuf:[4.37039922e+00 1.60013361e+02 3.63694564e+05]\n",
      "76:r:[-2.21769516e+00 -4.04159277e+01 -7.32094464e+04],p:[0.17926342 0.95703313 2.        ],op:[4.0196595e-06 0.0000000e+00 0.0000000e+00],tr:[0.17389673 0.00914821 0.        ],pr:[0.83727442 1.96499112 2.5198421 ],rev:[1.0104 1.9773 2.9747],dbuf:[3.91777835e+00 1.63798313e+02 3.65967232e+05],ch:[4.01012031 3.96100689 3.91314829],ibuf:[0, 0, 0],rbuf:[3.44702645e+00 1.91620058e+02 3.68243143e+05]\n",
      "77:r:[-2.13828244e+00 -4.11628936e+01 -7.41744542e+04],p:[0.17205522 0.98531309 2.        ],op:[5.29469277e-06 0.00000000e+00 0.00000000e+00],tr:[0.15323815 0.00813277 0.        ],pr:[0.83963005 1.98577066 2.5198421 ],rev:[0.992  1.9915 3.0268],dbuf:[3.80899143e+00 1.66401944e+02 3.70792271e+05],ch:[3.92633532 3.95757236 4.09971808],ibuf:[0, 0, 0],rbuf:[2.26763492e+00 1.67585834e+02 3.73312722e+05]\n",
      "78:r:[-2.16237313e+00 -4.07770060e+01 -7.51822098e+04],p:[0.17432826 0.96989964 2.        ],op:[5.64159365e-06 0.00000000e+00 0.00000000e+00],tr:[0.15817685 0.00849444 0.        ],pr:[0.8406193  1.97569473 2.5198421 ],rev:[0.9978 1.9856 3.027 ],dbuf:[3.83850949e+00 1.65089044e+02 3.75831049e+05],ch:[3.88236951 3.99900083 4.06970548],ibuf:[0, 0, 0],rbuf:[2.50716626e+00 1.81694226e+02 3.78384301e+05]\n",
      "79:r:[-2.14791722e+00 -4.20960355e+01 -7.61454186e+04],p:[0.17306361 1.02024052 2.        ],op:[4.74601578e-06 0.00000000e+00 0.00000000e+00],tr:[0.15292843 0.0061988  0.        ],pr:[0.84396257 2.00887715 2.5198421 ],rev:[0.9961 2.0124 2.975 ],dbuf:[3.81685202e+00 1.69670557e+02 3.80647093e+05],ch:[3.82884334 3.91727243 4.09109888],ibuf:[0, 0, 0],rbuf:[3.21929337e+00 1.54934746e+02 3.82935880e+05]\n",
      "80:r:[-2.12847300e+00 -4.11853358e+01 -7.70690641e+04],p:[0.16964765 0.98172016 2.        ],op:[5.36267253e-06 0.00000000e+00 0.00000000e+00],tr:[0.16438797 0.00990085 0.        ],pr:[0.82882939 1.98163249 2.5198421 ],rev:[0.9924 1.9908 2.977 ],dbuf:[3.85624458e+00 1.66657873e+02 3.85265321e+05],ch:[4.051807   4.18135433 3.91988216],ibuf:[0, 0, 0],rbuf:[4.57499263e+00 1.47601402e+02 3.87507459e+05]\n",
      "81:r:[-2.16655765e+00 -3.96451465e+01 -7.80021903e+04],p:[0.17337895 0.93192219 2.        ],op:[3.09110564e-06 0.00000000e+00 0.00000000e+00],tr:[0.15582569 0.0196761  0.        ],pr:[0.83794602 1.94502316 2.5198421 ],rev:[0.9931 1.9649 2.9968],dbuf:[3.89750665e+00 1.60948845e+02 3.89930952e+05],ch:[4.04191724 3.98275806 4.06073711],ibuf:[0, 0, 0],rbuf:[2.89830370e+00 1.49608824e+02 3.92277038e+05]\n",
      "82:r:[-2.19364266e+00 -4.06722359e+01 -7.89461226e+04],p:[0.17632115 0.96747252 2.        ],op:[4.60686566e-06 0.00000000e+00 0.00000000e+00],tr:[0.16332477 0.00797405 0.        ],pr:[0.84110781 1.97323663 2.5198421 ],rev:[1.0036 1.9818 2.9943],dbuf:[3.91518318e+00 1.64662279e+02 3.94650613e+05],ch:[4.03720608 3.96254062 4.03427701],ibuf:[0, 0, 0],rbuf:[8.07256351e-01 1.55502061e+02 3.97021617e+05]\n",
      "83:r:[-2.17650381e+00 -4.07646701e+01 -7.98725690e+04],p:[0.17504904 0.97095826 2.        ],op:[5.3936737e-06 0.0000000e+00 0.0000000e+00],tr:[0.16681751 0.00788014 0.        ],pr:[0.82842468 1.9743165  2.5198421 ],rev:[0.9947 1.9831 2.966 ],dbuf:[3.88034177e+00 1.64985020e+02 3.99282845e+05],ch:[4.11331802 3.87945935 3.81943079],ibuf:[0, 0, 0],rbuf:[4.11437256e+00 1.64535643e+02 4.01483196e+05]\n",
      "84:r:[-2.15420015e+00 -4.20420016e+01 -8.07796046e+04],p:[0.17257488 1.01766713 2.        ],op:[3.98258848e-06 0.00000000e+00 0.00000000e+00],tr:[0.16713309 0.00832567 0.        ],pr:[0.83296494 2.00651496 2.5198421 ],rev:[0.9995 2.016  2.9716],dbuf:[3.86784640e+00 1.69503323e+02 4.03818023e+05],ch:[4.02530337 3.9549453  4.04960071],ibuf:[0, 0, 0],rbuf:[5.00799370e+00 1.76129337e+02 4.06000775e+05]\n",
      "85:r:[-2.24763398e+00 -4.14088190e+01 -8.16633215e+04],p:[0.18226744 0.99603228 2.        ],op:[4.06968419e-06 0.00000000e+00 0.00000000e+00],tr:[0.16663878 0.01239557 0.        ],pr:[0.85343116 1.99119928 2.5198421 ],rev:[1.0196 2.0035 2.9666],dbuf:[3.94730946e+00 1.67202804e+02 4.08236607e+05],ch:[3.89753154 3.83172901 3.98526916],ibuf:[0, 0, 0],rbuf:[6.36411975e+00 1.75180799e+02 4.10468354e+05]\n",
      "86:r:[-2.21435468e+00 -4.19750200e+01 -8.25944152e+04],p:[0.17991194 1.01777968 2.        ],op:[4.439911e-06 0.000000e+00 0.000000e+00],tr:[0.16648008 0.00847143 0.        ],pr:[0.8422226  2.00655823 2.5198421 ],rev:[1.0077 2.0147 2.9976],dbuf:[3.87511816e+00 1.69163912e+02 4.12892076e+05],ch:[3.95156611 3.81797684 4.09279925],ibuf:[0, 0, 0],rbuf:[4.97263593e+00 1.71884200e+02 4.15245933e+05]\n",
      "87:r:[-2.15876282e+00 -4.23502503e+01 -8.35344104e+04],p:[0.17195815 1.03113526 2.        ],op:[4.25961717e-06 0.00000000e+00 0.00000000e+00],tr:[0.16713329 0.0048378  0.        ],pr:[0.82359386 2.01668085 2.5198421 ],rev:[0.99   2.0215 2.991 ],dbuf:[3.91531752e+00 1.70505841e+02 4.17592052e+05],ch:[4.23417449 3.86015575 3.89633277],ibuf:[0, 0, 0],rbuf:[4.78428249e+00 1.71697704e+02 4.19957512e+05]\n",
      "88:r:[-2.11701997e+00 -4.09228475e+01 -8.44783182e+04],p:[0.16990433 0.97418283 2.        ],op:[4.8675931e-06 0.0000000e+00 0.0000000e+00],tr:[0.1508728  0.00798463 0.        ],pr:[0.83758859 1.97722467 2.5198421 ],rev:[0.9876 1.985  2.9738],dbuf:[3.78873181e+00 1.65646924e+02 4.22311591e+05],ch:[3.89551637 4.08382223 4.0417332 ],ibuf:[0, 0, 0],rbuf:[4.15641777e+00 1.69604659e+02 4.24497091e+05]\n",
      "89:r:[-2.16812565e+00 -4.12070773e+01 -8.53643195e+04],p:[0.17489302 0.98638086 2.        ],op:[5.19135822e-06 0.00000000e+00 0.00000000e+00],tr:[0.16107564 0.00692066 0.        ],pr:[0.84171781 1.98651115 2.5198421 ],rev:[1.0021 1.9935 2.9753],dbuf:[3.84469995e+00 1.66580152e+02 4.26741597e+05],ch:[3.95125896 3.98985574 4.04956462],ibuf:[0, 0, 0],rbuf:[5.94429255e+00 1.70286555e+02 4.29051670e+05]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "90:r:[-2.18859223e+00 -4.16089560e+01 -8.63245355e+04],p:[0.17564616 1.00160969 2.        ],op:[5.8876308e-06 0.0000000e+00 0.0000000e+00],tr:[0.164462   0.00673827 0.        ],pr:[0.83917558 1.99627785 2.5198421 ],rev:[1.0027 2.0034 3.0112],dbuf:[3.91687910e+00 1.67980392e+02 4.31542677e+05],ch:[4.01140738 3.99877391 3.88006237],ibuf:[0, 0, 0],rbuf:[5.45398030e+00 1.74125416e+02 4.33965249e+05]\n",
      "91:r:[-2.18804562e+00 -4.18225341e+01 -8.73140138e+04],p:[0.17556326 1.00890018 2.        ],op:[5.18828659e-06 0.00000000e+00 0.00000000e+00],tr:[0.16081129 0.00812316 0.        ],pr:[0.83765753 2.00090301 2.5198421 ],rev:[0.9978 2.0079 3.0078],dbuf:[3.91749001e+00 1.68756663e+02 4.36490069e+05],ch:[4.04196913 4.04416092 3.94429681],ibuf:[0, 0, 0],rbuf:[6.79780905e+00 1.62863662e+02 4.38844828e+05]\n",
      "92:r:[-2.22461177e+00 -4.11221926e+01 -8.82629685e+04],p:[0.17981705 0.98340022 2.        ],op:[4.60791747e-06 0.00000000e+00 0.00000000e+00],tr:[0.17218877 0.00674884 0.        ],pr:[0.84103877 1.9840801  2.5198421 ],rev:[1.0121 1.9919 2.9867],dbuf:[3.93019265e+00 1.66274954e+02 4.41234842e+05],ch:[4.02540265 3.95358291 3.89614769],ibuf:[0, 0, 0],rbuf:[3.85077568e+00 1.73574286e+02 4.43513407e+05]\n",
      "93:r:[-2.21845184e+00 -4.16188459e+01 -8.92200440e+04],p:[0.18052431 1.00212397 2.        ],op:[4.82410688e-06 0.00000000e+00 0.00000000e+00],tr:[0.16238858 0.00638566 0.        ],pr:[0.85240283 1.99663728 2.5198421 ],rev:[1.0141 2.0015 3.0198],dbuf:[3.87109365e+00 1.68009271e+02 4.46020220e+05],ch:[3.81022644 3.86291579 3.92728873],ibuf:[0, 0, 0],rbuf:[5.44111665e+00 1.58344871e+02 4.48512986e+05]\n",
      "94:r:[-2.13943555e+00 -4.10980925e+01 -9.02075673e+04],p:[0.17174042 0.98170331 2.        ],op:[5.3078027e-06 0.0000000e+00 0.0000000e+00],tr:[0.15153227 0.00949526 0.        ],pr:[0.8403     1.98199043 2.5198421 ],rev:[0.9908 1.9933 3.0227],dbuf:[3.82734859e+00 1.66222330e+02 4.50957836e+05],ch:[3.91712036 3.92299964 3.87784677],ibuf:[0, 0, 0],rbuf:[3.38259900e+00 1.76488029e+02 4.53541565e+05]\n",
      "95:r:[-2.13929254e+00 -4.22032889e+01 -9.11901935e+04],p:[0.17264954 1.02125295 2.        ],op:[6.91083199e-06 0.00000000e+00 0.00000000e+00],tr:[0.16284884 0.00921007 0.        ],pr:[0.83259064 2.00914981 2.5198421 ],rev:[0.9943 2.0177 2.9847],dbuf:[3.79020453e+00 1.70166327e+02 4.55870967e+05],ch:[3.91246939 4.14305758 3.9249143 ],ibuf:[0, 0, 0],rbuf:[2.82237039e+00 1.69889229e+02 4.58190144e+05]\n",
      "96:r:[-2.21945394e+00 -4.21986473e+01 -9.21014381e+04],p:[0.1782176  1.02385022 2.        ],op:[2.57066398e-06 0.00000000e+00 0.00000000e+00],tr:[0.17052183 0.007663   0.        ],pr:[0.83906006 2.01065616 2.5198421 ],rev:[1.009  2.0172 2.9673],dbuf:[3.96846272e+00 1.70039228e+02 4.60427190e+05],ch:[4.08213239 3.92567441 4.08405577],ibuf:[0, 0, 0],rbuf:[2.78576263e+00 1.58697660e+02 4.62664723e+05]\n",
      "97:r:[-2.18795549e+00 -4.10061650e+01 -9.30144109e+04],p:[0.17638178 0.97913087 2.        ],op:[3.85725817e-06 0.00000000e+00 0.00000000e+00],tr:[0.15776682 0.00794158 0.        ],pr:[0.85119074 1.98132283 2.5198421 ],rev:[1.0083 1.9874 2.9829],dbuf:[3.88435193e+00 1.65865590e+02 4.64992055e+05],ch:[3.8567658  3.96566159 4.03888753],ibuf:[0, 0, 0],rbuf:[2.15377355e+00 1.40053536e+02 4.67295302e+05]\n",
      "98:r:[-2.14968104e+00 -4.10770157e+01 -9.39582601e+04],p:[0.17364457 0.98274899 2.        ],op:[6.39829738e-06 0.00000000e+00 0.00000000e+00],tr:[0.1560202  0.00858569 0.        ],pr:[0.8427817  1.98374763 2.5198421 ],rev:[0.9978 1.9965 3.0054],dbuf:[3.80236643e+00 1.66075119e+02 4.69711300e+05],ch:[3.84809963 3.85486474 3.90771385],ibuf:[0, 0, 0],rbuf:[1.74424900e+00 1.81720356e+02 4.72150881e+05]\n",
      "99:r:[-2.16425604e+00 -4.07242485e+01 -9.49356714e+04],p:[0.17252419 0.96920572 2.        ],op:[3.91859366e-06 0.00000000e+00 0.00000000e+00],tr:[0.16340273 0.01232473 0.        ],pr:[0.82676144 1.97276253 2.5198421 ],rev:[0.9897 1.9832 3.0204],dbuf:[3.92015593e+00 1.64853014e+02 4.74598357e+05],ch:[4.17199007 3.92607506 4.05498288],ibuf:[0, 0, 0],rbuf:[4.19902075e+00 1.62847811e+02 4.77156460e+05]\n",
      "---------2------------\n",
      "[{'id': '1', 'model': 'AR', 'num_r': 4, 'rate': 1.0, 'dis': 100, 'action_bound': 2, 'data_buf_size': 100, 't_factor': 0.8, 'penalty': 1000}, {'id': '2', 'model': 'AR', 'num_r': 4, 'rate': 2.0, 'dis': 100, 'action_bound': 2, 'data_buf_size': 100, 't_factor': 0.8, 'penalty': 1000}, {'id': '3', 'model': 'AR', 'num_r': 4, 'rate': 3.0, 'dis': 100, 'action_bound': 2, 'data_buf_size': 100, 't_factor': 0.8, 'penalty': 1000}]\n",
      "INFO:tensorflow:Restoring parameters from model_M_08_nB/my_train_model_2-2000\n",
      "Initialization OK!----> user 1\n",
      "INFO:tensorflow:Restoring parameters from model_M_08_nB/my_train_model_2-2000\n",
      "Initialization OK!----> user 2\n",
      "INFO:tensorflow:Restoring parameters from model_M_08_nB/my_train_model_2-2000\n",
      "Initialization OK!----> user 3\n",
      "0:r:[-1.95403278e+00 -1.98090802e+03 -5.96968378e+01],p:[1.58802817e-01 7.45099359e-17 2.38849739e+00],op:[9.21656236e-07 1.81556116e-16 3.19488897e-04],tr:[1.91399996e-01 1.52162759e-17 4.76449241e-01],pr:[8.00862427e-01 2.44894589e-08 2.51197808e+00],rev:[0.9923 1.9815 3.0091],dbuf:[3.41801433e+00 9.90454010e+03 2.02931514e+02],ch:[3.93264763 4.02532996 4.21311477],ibuf:[0, 0, 0],rbuf:[1.10956720e+00 1.98150000e+04 2.10089497e+02]\n",
      "1:r:[-1.94270477e+00 -5.97362540e+03 -5.99342611e+01],p:[0.16009446 0.         2.40567675],op:[1.93892744e-06 0.00000000e+00 0.00000000e+00],tr:[0.20163139 0.         0.47314295],pr:[0.7847322  0.         2.51865263],rev:[0.9866 1.9943 2.991 ],dbuf:[3.30966792e+00 2.98681270e+04 2.03444235e+02],ch:[4.08502011 4.08254319 4.09571548],ibuf:[0, 0, 0],rbuf:[4.02019970e+00 3.97580000e+04 2.02133659e+02]\n",
      "2:r:[-1.98970215e+00 -9.95903086e+03 -5.99724351e+01],p:[0.16366312 0.         2.41029345],op:[1.07231172e-06 0.00000000e+00 0.00000000e+00],tr:[0.21081531 0.         0.48754531],pr:[0.7904612  0.         2.51880279],rev:[1.0011 2.0036 3.0072],dbuf:[3.40194309e+00 4.97951543e+04 2.03450437e+02],ch:[4.13999771 3.99223127 4.01590546],ibuf:[0, 0, 0],rbuf:[2.72487831e+00 5.97940000e+04 2.10652607e+02]\n",
      "3:r:[-1.91695149e+00 -1.39564481e+04 -6.00311654e+01],p:[0.15619554 0.         2.42093128],op:[2.66965423e-06 0.00000000e+00 0.00000000e+00],tr:[0.19259327 0.         0.48641128],pr:[0.78837792 0.         2.51940196],rev:[0.9807 1.9851 3.0051],dbuf:[3.33682908e+00 6.97822403e+04 2.03318576e+02],ch:[4.05815508 4.0804334  3.88175374],ibuf:[0, 0, 0],rbuf:[6.08760862e-01 7.96450000e+04 2.03520208e+02]\n",
      "4:r:[-2.01910584e+00 -1.79394301e+04 -6.02213223e+01],p:[0.16584086 0.         2.43129651],op:[4.34801967e-06 0.00000000e+00 0.00000000e+00],tr:[0.20418562 0.         0.50351129],pr:[0.80317771 0.         2.51844392],rev:[1.0074 2.0097 3.0229],dbuf:[3.46172091e+00 8.96971505e+04 2.03854751e+02],ch:[3.98785209 4.11124487 4.05842829],ibuf:[0, 0, 0],rbuf:[1.80031367e+00 9.97420000e+04 2.12968153e+02]\n",
      "5:r:[-1.97599067e+00 -2.19297747e+04 -6.02154532e+01],p:[0.16197728 0.         2.44476082],op:[7.4029416e-06 0.0000000e+00 0.0000000e+00],tr:[0.19671226 0.         0.49857263],pr:[0.79932784 0.         2.51872624],rev:[0.9961 1.9759 3.0159],dbuf:[3.40056607e+00 1.09648874e+05 2.03286833e+02],ch:[3.97676395 4.10080615 3.95417634],ibuf:[0, 0, 0],rbuf:[3.98082026e+00 1.19501000e+05 1.98979470e+02]\n",
      "6:r:[-1.98637047e+00 -2.58919865e+04 -5.97944916e+01],p:[0.16235076 0.         2.39611112],op:[0. 0. 0.],tr:[0.19885644 0.         0.47938258],pr:[0.8102142  0.         2.51868219],rev:[1.0089 1.9923 2.9972],dbuf:[3.43782209e+00 1.29459933e+05 2.03128013e+02],ch:[3.85244471 4.07463912 4.07221274],ibuf:[0, 0, 0],rbuf:[2.27446856e+00 1.39424000e+05 1.90331788e+02]\n",
      "7:r:[-1.96829279e+00 -2.98764120e+04 -6.00428058e+01],p:[0.1612386  0.         2.43595048],op:[5.13826913e-06 0.00000000e+00 0.00000000e+00],tr:[0.19809356 0.         0.48985116],pr:[0.79920956 0.         2.51912994],rev:[0.9972 1.9995 3.0104],dbuf:[3.39171461e+00 1.49382060e+05 2.02776010e+02],ch:[3.95334596 4.02702591 3.82955026],ibuf:[0, 0, 0],rbuf:[2.62810486e+00 1.59419000e+05 2.04520773e+02]\n",
      "8:r:[-2.02667715e+00 -3.38807238e+04 -5.99956003e+01],p:[0.16612903 0.         2.41171613],op:[1.33467604e-07 0.00000000e+00 0.00000000e+00],tr:[0.20408372 0.         0.48900047],pr:[0.80956317 0.         2.51877946],rev:[1.0136 1.9924 3.0079],dbuf:[3.48821907e+00 1.69403619e+05 2.03509356e+02],ch:[3.99884405 4.09427887 4.03804489],ibuf:[0, 0, 0],rbuf:[2.32184607e+00 1.79343000e+05 2.05721506e+02]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "9:r:[-2.01370734e+00 -3.78912172e+04 -5.99150863e+01],p:[0.16435356 0.         2.41101059],op:[4.86343172e-07 0.00000000e+00 0.00000000e+00],tr:[0.19349545 0.         0.4710796 ],pr:[0.81151276 0.         2.51908922],rev:[1.005  2.016  2.9899],dbuf:[3.49437468e+00 1.89456086e+05 2.03135008e+02],ch:[3.92231187 3.84829133 4.01445502],ibuf:[0, 0, 0],rbuf:[2.44677958e+00 1.99503000e+05 2.03033276e+02]\n",
      "10:r:[-1.99990771e+00 -4.18873256e+04 -5.99906014e+01],p:[0.16398445 0.         2.39686491],op:[2.1358608e-06 0.0000000e+00 0.0000000e+00],tr:[0.20829122 0.         0.47118332],pr:[0.79721004 0.         2.51929877],rev:[1.0055 1.9846 2.9895],dbuf:[3.44007504e+00 2.09436628e+05 2.04078410e+02],ch:[4.11349486 4.12505504 4.24518201],ibuf:[0, 0, 0],rbuf:[3.06639505e+00 2.19349000e+05 1.93212433e+02]\n",
      "11:r:[-1.97945942e+00 -4.58428952e+04 -6.02712344e+01],p:[0.16232601 0.         2.43454649],op:[3.86039198e-07 0.00000000e+00 0.00000000e+00],tr:[0.19425783 0.         0.51349934],pr:[0.80235949 0.         2.51937398],rev:[0.9965 1.9723 3.0346],dbuf:[3.40424126e+00 2.29214476e+05 2.03974312e+02],ch:[3.95587867 4.05955787 4.00781891],ibuf:[0, 0, 0],rbuf:[1.94313113e+00 2.39072000e+05 2.10479236e+02]\n",
      "12:r:[-1.95162763e+00 -4.98384124e+04 -5.97688881e+01],p:[0.15822873 0.         2.39756869],op:[3.41324956e-06 0.00000000e+00 0.00000000e+00],tr:[0.18196584 0.         0.46603411],pr:[0.80471663 0.         2.51928283],rev:[0.9868 2.0078 2.9853],dbuf:[3.42885260e+00 2.49192062e+05 2.02941693e+02],ch:[3.91651147 3.95654231 4.00740533],ibuf:[0, 0, 0],rbuf:[4.05232336e+00 2.59150000e+05 2.10309845e+02]\n",
      "13:r:[-2.01709560e+00 -5.38127342e+04 -5.99979129e+01],p:[0.16575741 0.         2.41493565],op:[3.00055009e-07 0.00000000e+00 0.00000000e+00],tr:[0.20427851 0.         0.48134077],pr:[0.80556738 0.         2.51879796],rev:[1.0095 1.9856 2.9991],dbuf:[3.45516973e+00 2.69063671e+05 2.03392138e+02],ch:[3.97722137 3.97288524 4.05235226],ibuf:[0, 0, 0],rbuf:[9.52325970e-01 2.79006000e+05 1.99922468e+02]\n",
      "14:r:[-2.04516701e+00 -5.77941490e+04 -5.96984163e+01],p:[0.16782613 0.         2.40111832],op:[1.73911546e-06 0.00000000e+00 0.00000000e+00],tr:[0.20366068 0.         0.45990788],pr:[0.81183055 0.         2.51936725],rev:[1.0156 1.9962 2.9798],dbuf:[3.51272047e+00 2.88970745e+05 2.02447349e+02],ch:[3.93400051 3.92998379 3.97474424],ibuf:[0, 0, 0],rbuf:[2.57090334e+00 2.98968000e+05 2.05171209e+02]\n",
      "15:r:[-1.95122068e+00 -6.18104058e+04 -6.02302335e+01],p:[0.16072163 0.         2.44114924],op:[3.60099863e-07 0.00000000e+00 0.00000000e+00],tr:[0.20158598 0.         0.50403217],pr:[0.794612   0.         2.51857879],rev:[0.9964 2.0077 3.0221],dbuf:[3.32722376e+00 3.09052029e+05 2.03505198e+02],ch:[4.03313562 3.82976309 3.93772501],ibuf:[0, 0, 0],rbuf:[4.90362140e+00 3.19045000e+05 2.00061607e+02]\n",
      "16:r:[-2.01981491e+00 -6.58288503e+04 -5.96559685e+01],p:[0.16603069 0.         2.37505314],op:[2.02164119e-06 0.00000000e+00 0.00000000e+00],tr:[0.20602347 0.         0.4535139 ],pr:[0.80154555 0.         2.51933683],rev:[1.0075 2.0247 2.9734],dbuf:[3.45776594e+00 3.29144252e+05 2.03277717e+02],ch:[4.04592423 4.13852432 4.16592542],ibuf:[0, 0, 0],rbuf:[5.02325135e+00 3.39292000e+05 2.05554291e+02]\n",
      "17:r:[-2.09509285e+00 -6.98888695e+04 -5.98836800e+01],p:[0.17369271 0.         2.41856842],op:[9.90785287e-07 0.00000000e+00 0.00000000e+00],tr:[0.21956612 0.         0.46864938],pr:[0.81308866 0.         2.51884932],rev:[1.0324 2.0136 2.9872],dbuf:[3.52771615e+00 3.49444347e+05 2.02675663e+02],ch:[4.03991293 4.00115802 3.99644138],ibuf:[0, 0, 0],rbuf:[2.59662142e+00 3.59428000e+05 2.02567301e+02]\n",
      "18:r:[-1.96895491e+00 -7.38633824e+04 -6.00270578e+01],p:[0.16138595 0.         2.42071107],op:[2.00986007e-06 0.00000000e+00 0.00000000e+00],tr:[0.2022936 0.        0.4804569],pr:[0.79895249 0.         2.51914078],rev:[1.0013 1.9854 2.9992],dbuf:[3.38925609e+00 3.69316912e+05 2.03306846e+02],ch:[3.96544348 4.29789893 3.96078834],ibuf:[0, 0, 0],rbuf:[3.77017296e+00 3.79282000e+05 1.98590458e+02]\n",
      "19:r:[-1.96816838e+00 -7.78654541e+04 -5.98273329e+01],p:[0.16055114 0.         2.42130562],op:[2.98793595e-06 0.00000000e+00 0.00000000e+00],tr:[0.19071879 0.         0.4593131 ],pr:[0.8000027  0.         2.51913338],rev:[0.9904 2.0096 2.9787],dbuf:[3.41867693e+00 3.89327270e+05 2.02284440e+02],ch:[4.02931691 4.13952747 3.86695562],ibuf:[0, 0, 0],rbuf:[1.14129303e+00 3.99378000e+05 2.01125738e+02]\n",
      "20:r:[-1.98567062e+00 -8.18969923e+04 -5.99166705e+01],p:[0.16302827 0.         2.4182486 ],op:[1.94037769e-06 0.00000000e+00 0.00000000e+00],tr:[0.1999363  0.         0.47835332],pr:[0.79137943 0.         2.51931201],rev:[0.9917 2.0178 2.9981],dbuf:[3.40714464e+00 4.09484961e+05 2.02853409e+02],ch:[4.11293518 3.95708967 3.9448289 ],ibuf:[0, 0, 0],rbuf:[5.15836773e+00 4.19556000e+05 2.05472524e+02]\n",
      "21:r:[-2.03785472e+00 -8.59129120e+04 -6.00407105e+01],p:[0.16678153 0.         2.42136055],op:[5.70566489e-09 0.00000000e+00 0.00000000e+00],tr:[0.20116334 0.         0.48680953],pr:[0.81122912 0.         2.51925993],rev:[1.0122 1.9965 3.0048],dbuf:[3.51801198e+00 4.29564560e+05 2.03349131e+02],ch:[3.99216379 4.14045297 4.00729087],ibuf:[0, 0, 0],rbuf:[3.27646308e+00 4.39521000e+05 1.92777866e+02]\n",
      "22:r:[-1.87367974e+00 -8.99186668e+04 -6.03024647e+01],p:[0.15424158 0.         2.44672362],op:[1.84031997e-06 0.00000000e+00 0.00000000e+00],tr:[0.2113126 0.        0.507512 ],pr:[0.77106495 0.         2.5187535 ],rev:[0.9821 2.0129 3.0273],dbuf:[3.19866192e+00 4.49593334e+05 2.03643379e+02],ch:[4.15563064 4.14088446 4.00118327],ibuf:[0, 0, 0],rbuf:[9.51908024e-01 4.59650000e+05 2.03122873e+02]\n",
      "23:r:[-2.00769614e+00 -9.39158421e+04 -5.99184272e+01],p:[0.16399755 0.         2.40409503],op:[4.19169452e-06 0.00000000e+00 0.00000000e+00],tr:[0.19276535 0.         0.49164072],pr:[0.80161029 0.         2.51870782],rev:[0.9943 1.9922 3.0107],dbuf:[3.47841103e+00 4.69579211e+05 2.03428335e+02],ch:[4.02897194 3.91074666 4.02317736],ibuf:[0, 0, 0],rbuf:[9.22223848e-01 4.79572000e+05 2.06637423e+02]\n",
      "24:r:[-1.95756843e+00 -9.79424708e+04 -6.05299901e+01],p:[0.15996685 0.         2.45270729],op:[9.34967126e-07 0.00000000e+00 0.00000000e+00],tr:[0.19398655 0.         0.5218849 ],pr:[0.79531084 0.         2.51943581],rev:[0.9894 2.0231 3.041 ],dbuf:[3.38913084e+00 4.89712354e+05 2.04541659e+02],ch:[4.0090843  3.88415487 4.05811479],ibuf:[0, 0, 0],rbuf:[2.32301823e+00 4.99803000e+05 2.03430338e+02]\n",
      "25:r:[-2.03511636e+00 -1.01986092e+05 -5.99495232e+01],p:[0.16770482 0.         2.40996609],op:[2.10857467e-07 0.00000000e+00 0.00000000e+00],tr:[0.20882519 0.         0.47511391],pr:[0.8010608  0.         2.51873371],rev:[1.0098 2.0333 2.9939],dbuf:[3.46738052e+00 5.09930462e+05 2.03348972e+02],ch:[4.13623974 3.9126953  3.9765471 ],ibuf:[0, 0, 0],rbuf:[1.47954281e+00 5.20136000e+05 2.03954123e+02]\n",
      "26:r:[-2.00398323e+00 -1.06034404e+05 -5.97985371e+01],p:[0.1638362  0.         2.41655965],op:[7.55816723e-06 0.00000000e+00 0.00000000e+00],tr:[0.19396913 0.         0.46017063],pr:[0.80304408 0.         2.51948087],rev:[0.9969 1.9954 2.9796],dbuf:[3.46616586e+00 5.30172021e+05 2.02330299e+02],ch:[3.95095626 4.11917594 3.88234006],ibuf:[0, 0, 0],rbuf:[1.72147101e+00 5.40090000e+05 2.03439087e+02]\n",
      "27:r:[-1.92577550e+00 -1.10003777e+05 -5.99383343e+01],p:[0.15768358 0.         2.41601707],op:[2.89197446e-06 0.00000000e+00 0.00000000e+00],tr:[0.1958326 0.        0.4817961],pr:[0.78653014 0.         2.51924416],rev:[0.9824 1.9923 3.0002],dbuf:[3.32141883e+00 5.50018885e+05 2.03050989e+02],ch:[4.06880983 4.02931081 3.98403996],ibuf:[0, 0, 0],rbuf:[2.54428902e+00 5.60013000e+05 1.95036442e+02]\n",
      "28:r:[-1.90337565e+00 -1.14004495e+05 -6.03208172e+01],p:[0.15716811 0.         2.44208395],op:[1.84990465e-06 0.00000000e+00 0.00000000e+00],tr:[0.21767572 0.         0.51062473],pr:[0.77150292 0.         2.51887135],rev:[0.989  2.0056 3.0305],dbuf:[3.23007983e+00 5.70022476e+05 2.03920728e+02],ch:[4.2846488  3.91272378 3.99555699],ibuf:[0, 0, 0],rbuf:[1.60493525e+00 5.80069000e+05 2.05075599e+02]\n",
      "29:r:[-1.96021519e+00 -1.18021858e+05 -6.03295859e+01],p:[0.15964447 0.         2.44457309],op:[8.29421473e-07 0.00000000e+00 0.00000000e+00],tr:[0.1906139  0.         0.50198382],pr:[0.80556619 0.         2.51945114],rev:[0.9963 2.0129 3.0203],dbuf:[3.41526407e+00 5.90109290e+05 2.03865006e+02],ch:[3.94155179 3.83877712 4.00049843],ibuf:[0, 0, 0],rbuf:[3.10263926e+00 6.00198000e+05 1.93726002e+02]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "30:r:[-2.00163612e+00 -1.22070607e+05 -5.99508091e+01],p:[0.16588912 0.         2.40405444],op:[5.45373652e-06 0.00000000e+00 0.00000000e+00],tr:[0.22250157 0.         0.48213686],pr:[0.78127331 0.         2.51932822],rev:[1.0041 2.0276 3.0028],dbuf:[3.37239774e+00 6.10353037e+05 2.03591868e+02],ch:[4.20558688 4.06385212 4.06266778],ibuf:[0, 0, 0],rbuf:[7.89025377e+00 6.20474000e+05 2.07075138e+02]\n",
      "31:r:[-1.94829269e+00 -1.26115828e+05 -5.98646641e+01],p:[0.15999413 0.         2.40784203],op:[9.0782474e-07 0.0000000e+00 0.0000000e+00],tr:[0.19450687 0.         0.47866159],pr:[0.79864393 0.         2.5184296 ],rev:[0.9927 2.0032 2.996 ],dbuf:[3.34166190e+00 6.30579142e+05 2.03009639e+02],ch:[3.94583502 4.06157971 3.97431935],ibuf:[0, 0, 0],rbuf:[3.60983731e+00 6.40506000e+05 1.96163219e+02]\n",
      "32:r:[-1.96605029e+00 -1.30112880e+05 -5.99501680e+01],p:[0.16021638 0.         2.42103794],op:[3.41540454e-06 0.00000000e+00 0.00000000e+00],tr:[0.19359695 0.         0.46807277],pr:[0.80412699 0.         2.51930732],rev:[0.9976 2.0103 2.9887],dbuf:[3.42145966e+00 6.50564402e+05 2.02909323e+02],ch:[3.95139406 4.02035801 3.91468822],ibuf:[0, 0, 0],rbuf:[3.28872137e+00 6.60609000e+05 2.09362330e+02]\n",
      "33:r:[-2.02776604e+00 -1.34128891e+05 -6.01093234e+01],p:[0.16450652 0.         2.41971586],op:[5.80798478e-06 0.00000000e+00 0.00000000e+00],tr:[0.18344554 0.         0.4822007 ],pr:[0.81461424 0.         2.51938737],rev:[0.9976 2.001  3.0008],dbuf:[3.55833714e+00 6.70644457e+05 2.03757982e+02],ch:[3.88693436 4.03225055 4.06211314],ibuf:[0, 0, 0],rbuf:[7.82349910e-01 6.80619000e+05 2.01481674e+02]\n",
      "34:r:[-1.96105069e+00 -1.38146409e+05 -5.98804701e+01],p:[0.1615456  0.         2.39240608],op:[1.83054227e-07 0.00000000e+00 0.00000000e+00],tr:[0.20635272 0.         0.48819879],pr:[0.79111923 0.         2.51787612],rev:[0.9977 2.0214 3.0063],dbuf:[3.34342218e+00 6.90732046e+05 2.03706107e+02],ch:[4.05512731 4.23577283 4.19481674],ibuf:[0, 0, 0],rbuf:[3.17740383e+00 7.00833000e+05 2.03732621e+02]\n",
      "35:r:[-1.99866053e+00 -1.42161538e+05 -5.99685129e+01],p:[0.16344573 0.         2.40612492],op:[7.32151356e-06 0.00000000e+00 0.00000000e+00],tr:[0.1930409  0.         0.48018114],pr:[0.81250852 0.         2.51909148],rev:[1.0055 2.0013 2.9996],dbuf:[3.45518057e+00 7.10807691e+05 2.03597568e+02],ch:[3.88985802 4.10424885 4.03545847],ibuf:[0, 0, 0],rbuf:[4.63690169e+00 7.20846000e+05 2.07006390e+02]\n",
      "36:r:[-1.88122604e+00 -1.46156954e+05 -6.01940893e+01],p:[0.15288844 0.         2.42129311],op:[4.9610279e-06 0.0000000e+00 0.0000000e+00],tr:[0.19241595 0.         0.50169944],pr:[0.78183522 0.         2.51937795],rev:[0.9741 1.9868 3.022 ],dbuf:[3.29039405e+00 7.30784771e+05 2.04118722e+02],ch:[4.05000262 4.08045695 4.08614121],ibuf:[0, 0, 0],rbuf:[4.09203386e+00 7.40714000e+05 2.16232479e+02]\n",
      "37:r:[-2.01763535e+00 -1.50151947e+05 -5.98021457e+01],p:[0.16503116 0.         2.41240814],op:[4.58835935e-06 0.00000000e+00 0.00000000e+00],tr:[0.20302367 0.         0.46556673],pr:[0.80490707 0.         2.51938624],rev:[1.0079 2.0053 2.9837],dbuf:[3.48674670e+00 7.50759733e+05 2.02514403e+02],ch:[4.08638456 4.06927405 3.86350489],ibuf:[0, 0, 0],rbuf:[5.20712256e+00 7.60767000e+05 2.03702794e+02]\n",
      "38:r:[-1.97431255e+00 -1.54156853e+05 -6.01658831e+01],p:[0.16266399 0.         2.42756234],op:[1.75296401e-06 0.00000000e+00 0.00000000e+00],tr:[0.21304819 0.         0.49311422],pr:[0.78755834 0.         2.51884533],rev:[1.0002 2.0141 3.0115],dbuf:[3.36493291e+00 7.70784267e+05 2.03726922e+02],ch:[4.07280554 3.96382953 3.99684899],ibuf:[0, 0, 0],rbuf:[1.54122364e+00 7.80908000e+05 1.99107220e+02]\n",
      "39:r:[-1.99034557e+00 -1.58182352e+05 -6.00880362e+01],p:[0.16460811 0.         2.42128369],op:[1.49671934e-07 0.00000000e+00 0.00000000e+00],tr:[0.2208722  0.         0.48734115],pr:[0.78285281 0.         2.51934135],rev:[1.0039 2.0035 3.0078],dbuf:[3.36739736e+00 7.90911760e+05 2.03588833e+02],ch:[4.16800921 3.9810005  4.03160027],ibuf:[0, 0, 0],rbuf:[3.33858770e+00 8.00943000e+05 2.10282252e+02]\n",
      "40:r:[-2.01450068e+00 -1.62168866e+05 -5.97505178e+01],p:[0.16755822 0.         2.39881574],op:[9.12980086e-06 0.00000000e+00 0.00000000e+00],tr:[0.22082049 0.         0.45807717],pr:[0.78921701 0.         2.5188858 ],rev:[1.0096 1.9899 2.9757],dbuf:[3.36980937e+00 8.10844329e+05 2.02799959e+02],ch:[4.1308704  3.99217503 4.02706906],ibuf:[0, 0, 0],rbuf:[1.1455706e+00 8.2084200e+05 1.9765248e+02]\n",
      "41:r:[-1.94776921e+00 -1.66165776e+05 -6.03518034e+01],p:[0.16000877 0.         2.44218774],op:[1.18895408e-06 0.00000000e+00 0.00000000e+00],tr:[0.20645539 0.         0.50837627],pr:[0.78647187 0.         2.51866974],rev:[0.9929 2.0058 3.0262],dbuf:[3.33844775e+00 8.30828879e+05 2.04071508e+02],ch:[4.0817128  4.0700712  4.03191877],ibuf:[0, 0, 0],rbuf:[1.28076438e+00 8.40900000e+05 1.89192456e+02]\n",
      "42:r:[-1.97658112e+00 -1.70166446e+05 -6.00267444e+01],p:[0.1612707  0.         2.41669502],op:[7.86401321e-07 0.00000000e+00 0.00000000e+00],tr:[0.19255866 0.         0.48223351],pr:[0.80702048 0.         2.51888141],rev:[0.9998 1.9883 3.0016],dbuf:[3.43204626e+00 8.50832231e+05 2.03465921e+02],ch:[3.94048216 3.84770571 4.00682626],ibuf:[0, 0, 0],rbuf:[3.72413943e+00 8.60783000e+05 1.94043322e+02]\n",
      "43:r:[-1.95693256e+00 -1.74149303e+05 -5.99024076e+01],p:[0.15935201 0.         2.39915887],op:[5.2789826e-08 0.0000000e+00 0.0000000e+00],tr:[0.1963252  0.         0.47445365],pr:[0.79489734 0.         2.51925031],rev:[0.9911 1.9946 2.9957],dbuf:[3.41058037e+00 8.70746513e+05 2.03545683e+02],ch:[4.00057625 4.03931009 4.07055444],ibuf:[0, 0, 0],rbuf:[2.50288089e+00 8.80729000e+05 2.14003670e+02]\n",
      "44:r:[-2.04392172e+00 -1.78148866e+05 -5.98030397e+01],p:[0.16750837 0.         2.39276687],op:[2.59373179e-06 0.00000000e+00 0.00000000e+00],tr:[0.20052139 0.         0.47653327],pr:[0.80847535 0.         2.51900433],rev:[1.009  1.9923 2.9942],dbuf:[3.51917026e+00 8.90744332e+05 2.03304524e+02],ch:[3.98953644 4.07350978 4.06111008],ibuf:[0, 0, 0],rbuf:[2.96904190e+00 9.00652000e+05 2.00627612e+02]\n",
      "45:r:[-1.95603076e+00 -1.82114527e+05 -6.01668065e+01],p:[0.16015612 0.         2.42237189],op:[8.97852355e-07 0.00000000e+00 0.00000000e+00],tr:[0.20525609 0.         0.50345649],pr:[0.79334707 0.         2.5188157 ],rev:[0.9985 1.9824 3.0224],dbuf:[3.37387318e+00 9.10572637e+05 2.03939157e+02],ch:[4.06460746 3.98934261 4.09000804],ibuf:[0, 0, 0],rbuf:[2.02159472e+00 9.20476000e+05 2.01905687e+02]\n",
      "46:r:[-1.92948199e+00 -1.86125840e+05 -6.00747147e+01],p:[0.15729452 0.         2.42293658],op:[1.09075211e-06 0.00000000e+00 0.00000000e+00],tr:[0.19239816 0.         0.48299953],pr:[0.79190122 0.         2.51945531],rev:[0.9844 2.0253 3.0036],dbuf:[3.35558572e+00 9.30629201e+05 2.03456110e+02],ch:[4.0071551  4.09202121 3.96414542],ibuf:[0, 0, 0],rbuf:[3.19432287e+00 9.40729000e+05 2.13357288e+02]\n",
      "47:r:[-2.03015747e+00 -1.90151859e+05 -5.97618559e+01],p:[0.16625506 0.         2.40297159],op:[9.97522286e-07 0.00000000e+00 0.00000000e+00],tr:[0.19729723 0.         0.47487454],pr:[0.80903678 0.         2.51853136],rev:[1.0062 2.0075 2.992 ],dbuf:[3.50054487e+00 9.50759297e+05 2.02690416e+02],ch:[3.96584264 4.00349676 3.930009  ],ibuf:[0, 0, 0],rbuf:[2.30699201e+00 9.60804000e+05 1.99298202e+02]\n",
      "48:r:[-2.07280137e+00 -1.94140634e+05 -6.02720971e+01],p:[0.17027605 0.         2.44459271],op:[1.28626036e-07 0.00000000e+00 0.00000000e+00],tr:[0.20275887 0.         0.50515377],pr:[0.81639254 0.         2.51885091],rev:[1.0191 1.9889 3.0246],dbuf:[3.55295962e+00 9.70703171e+05 2.03576777e+02],ch:[3.93024319 3.87447273 3.89567399],ibuf:[0, 0, 0],rbuf:[1.94556093e+00 9.80693000e+05 2.05251478e+02]\n",
      "49:r:[-1.95266394e+00 -1.98136860e+05 -5.99357770e+01],p:[0.16039284 0.         2.41728236],op:[1.12554298e-06 0.00000000e+00 0.00000000e+00],tr:[0.20122788 0.         0.47376791],pr:[0.79186711 0.         2.51930246],rev:[0.9933 2.0025 2.9925],dbuf:[3.34756106e+00 9.90684300e+05 2.02987590e+02],ch:[4.02078991 4.02396118 3.97771302],ibuf:[0, 0, 0],rbuf:[4.30592194e+00 1.00071800e+06 1.99547805e+02]\n",
      "50:r:[-1.98430252e+00 -2.02145977e+05 -5.98941586e+01],p:[0.1614817  0.         2.40404637],op:[2.07050368e-06 0.00000000e+00 0.00000000e+00],tr:[0.19227546 0.         0.4738168 ],pr:[0.80420049 0.         2.51938813],rev:[0.9966 1.9915 2.9932],dbuf:[3.46216157e+00 1.01072989e+06 2.03308938e+02],ch:[4.01378799 4.06610885 3.99852098],ibuf:[0, 0, 0],rbuf:[6.52676716e+00 1.02063300e+06 1.99498513e+02]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "51:r:[-2.02864038e+00 -2.06116818e+05 -6.00910911e+01],p:[0.16687236 0.         2.42707179],op:[8.66798042e-07 0.00000000e+00 0.00000000e+00],tr:[0.20171761 0.         0.48451907],pr:[0.80437711 0.         2.51858492],rev:[1.0057 1.9989 3.0034],dbuf:[3.46827265e+00 1.03058409e+06 2.03372584e+02],ch:[4.03978314 3.88965486 4.00505247],ibuf:[0, 0, 0],rbuf:[2.94994891e+00 1.04062200e+06 2.02458597e+02]\n",
      "52:r:[-1.91299239e+00 -2.10130249e+05 -5.96023202e+01],p:[0.15561651 0.         2.38074759],op:[7.88572136e-07 0.00000000e+00 0.00000000e+00],tr:[0.19178451 0.         0.45693599],pr:[0.79504214 0.         2.51854705],rev:[0.9867 2.0038 2.9752],dbuf:[3.34027004e+00 1.05065125e+06 2.02781697e+02],ch:[3.91213727 3.98608264 4.08370823],ibuf:[0, 0, 0],rbuf:[1.75774360e+00 1.06066000e+06 1.99628271e+02]\n",
      "53:r:[-1.98099220e+00 -2.14107524e+05 -5.99140662e+01],p:[0.16306107 0.         2.40791605],op:[2.30894058e-06 0.00000000e+00 0.00000000e+00],tr:[0.20072919 0.         0.47252943],pr:[0.79730164 0.         2.51916371],rev:[0.9981 1.9762 2.9926],dbuf:[3.38242580e+00 1.07053762e+06 2.03253689e+02],ch:[3.97413424 4.00098336 4.0699968 ],ibuf:[0, 0, 0],rbuf:[3.20471298e+00 1.08042200e+06 2.08696831e+02]\n",
      "54:r:[-1.96147235e+00 -2.18081462e+05 -5.94556016e+01],p:[0.15986025 0.         2.37348103],op:[3.99372269e-07 0.00000000e+00 0.00000000e+00],tr:[0.18755717 0.         0.43984848],pr:[0.80289059 0.         2.51837287],rev:[0.9907 2.0024 2.9578],dbuf:[3.41293579e+00 1.09040731e+06 2.02338767e+02],ch:[3.82240602 4.03610426 4.02621872],ibuf:[0, 0, 0],rbuf:[5.99458315e+00 1.10044600e+06 2.04483323e+02]\n",
      "55:r:[-1.99987632e+00 -2.22096955e+05 -5.97794702e+01],p:[0.16452408 0.         2.39219521],op:[6.36263729e-06 0.00000000e+00 0.00000000e+00],tr:[0.2037416  0.         0.47282877],pr:[0.79622331 0.         2.51927363],rev:[0.9994 2.0116 2.9931],dbuf:[3.41816376e+00 1.11048477e+06 2.03209543e+02],ch:[4.06115312 3.76047785 4.00847002],ibuf:[0, 0, 0],rbuf:[1.33930151e+00 1.12056200e+06 2.14459353e+02]\n",
      "56:r:[-1.98521384e+00 -2.26113225e+05 -6.02361572e+01],p:[0.16370071 0.         2.43205068],op:[7.04544825e-07 0.00000000e+00 0.00000000e+00],tr:[0.21409271 0.         0.50216654],pr:[0.79143053 0.         2.51889513],rev:[1.0057 1.9933 3.0184],dbuf:[3.37801242e+00 1.13056612e+06 2.03898759e+02],ch:[4.09847825 4.05175558 4.04343108],ibuf:[0, 0, 0],rbuf:[3.43650450e+00 1.14049500e+06 1.87842653e+02]\n",
      "57:r:[-1.97089459e+00 -2.30085670e+05 -6.01108236e+01],p:[0.1593028  0.         2.42152476],op:[3.10875213e-06 0.00000000e+00 0.00000000e+00],tr:[0.17589013 0.         0.48810598],pr:[0.81666434 0.         2.5191502 ],rev:[0.9924 1.9934 3.0078],dbuf:[3.48223642e+00 1.15042835e+06 2.03693127e+02],ch:[3.77940176 3.83148487 3.99499814],ibuf:[0, 0, 0],rbuf:[2.36511012e+00 1.16042900e+06 1.93280854e+02]\n",
      "58:r:[-1.97075150e+00 -2.34086117e+05 -6.01937256e+01],p:[0.16198516 0.         2.44136971],op:[9.11432862e-06 0.00000000e+00 0.00000000e+00],tr:[0.2047497  0.         0.48914772],pr:[0.793752   0.         2.51940241],rev:[0.9984 2.0065 3.0091],dbuf:[3.37398653e+00 1.17043058e+06 2.03313840e+02],ch:[4.07756291 3.96530313 3.92138831],ibuf:[0, 0, 0],rbuf:[3.34173767e+00 1.18049400e+06 1.98779586e+02]\n",
      "59:r:[-1.93361732e+00 -2.38102979e+05 -5.97371470e+01],p:[0.15818579 0.         2.38228059],op:[2.39775644e-06 0.00000000e+00 0.00000000e+00],tr:[0.19847218 0.         0.46168248],pr:[0.79333298 0.         2.51947627],rev:[0.9918 2.0001 2.9821],dbuf:[3.34055907e+00 1.19051490e+06 2.03394512e+02],ch:[4.064984   3.96984544 4.0940807 ],ibuf:[0, 0, 0],rbuf:[3.57656977e+00 1.20049500e+06 2.08192062e+02]\n",
      "60:r:[-1.99771638e+00 -2.42088166e+05 -6.00061327e+01],p:[0.16459855 0.         2.4059938 ],op:[3.58918528e-06 0.00000000e+00 0.00000000e+00],tr:[0.20637365 0.         0.49102119],pr:[0.79351888 0.         2.51956554],rev:[0.9998 1.9983 3.0105],dbuf:[3.40449632e+00 1.21044083e+06 2.03790911e+02],ch:[4.10263976 4.01885284 4.08318816],ibuf:[0, 0, 0],rbuf:[3.57938823e+00 1.22047800e+06 2.07324753e+02]\n",
      "61:r:[-1.94884285e+00 -2.46086058e+05 -6.00295005e+01],p:[0.15853428 0.         2.43575209],op:[2.47618086e-06 0.00000000e+00 0.00000000e+00],tr:[0.19427831 0.         0.48394404],pr:[0.80071357 0.         2.51942049],rev:[0.9949 1.9855 3.0029],dbuf:[3.40274408e+00 1.23043029e+06 2.02717419e+02],ch:[4.02090071 4.04608105 3.79587096],ibuf:[0, 0, 0],rbuf:[3.46436164e+00 1.24033300e+06 2.02679502e+02]\n",
      "62:r:[-2.00865369e+00 -2.50071145e+05 -6.03858614e+01],p:[0.16539281 0.         2.44459373],op:[4.23060421e-06 0.00000000e+00 0.00000000e+00],tr:[0.20668136 0.         0.51314133],pr:[0.79596166 0.         2.51908473],rev:[1.0025 1.9888 3.0311],dbuf:[3.42738674e+00 1.25035572e+06 2.04145557e+02],ch:[4.04547303 4.05011728 4.04305404],ibuf:[0, 0, 0],rbuf:[3.29053591e+00 1.26022100e+06 1.91418899e+02]\n",
      "63:r:[-1.92790436e+00 -2.54048522e+05 -6.00952968e+01],p:[0.15533287 0.         2.41896599],op:[2.77901893e-06 0.00000000e+00 0.00000000e+00],tr:[0.17040139 0.         0.49224836],pr:[0.81388943 0.         2.5191196 ],rev:[0.984  2.0008 3.0138],dbuf:[3.42609563e+00 1.27024261e+06 2.03717845e+02],ch:[3.78134398 3.99293066 4.02210134],ibuf:[0, 0, 0],rbuf:[1.33327328e+00 1.28022900e+06 2.15739249e+02]\n",
      "64:r:[-1.98212385e+00 -2.58037255e+05 -5.97282658e+01],p:[0.163035   0.         2.40098873],op:[1.92075758e-06 0.00000000e+00 0.00000000e+00],tr:[0.20408904 0.         0.46349281],pr:[0.79871577 0.         2.51883176],rev:[1.003  1.9977 2.9807],dbuf:[3.38914229e+00 1.29018628e+06 2.02601780e+02],ch:[4.0633142  4.16647946 3.93304751],ibuf:[0, 0, 0],rbuf:[3.94466180e+00 1.30020600e+06 1.99493574e+02]\n",
      "65:r:[-1.98162045e+00 -2.62033841e+05 -5.99715241e+01],p:[0.16254956 0.         2.41968263],op:[1.36935855e-06 0.00000000e+00 0.00000000e+00],tr:[0.20041243 0.         0.47996462],pr:[0.79531282 0.         2.51916577],rev:[0.9956 1.987  2.9994],dbuf:[3.40606497e+00 1.31016920e+06 2.03070316e+02],ch:[3.99191283 4.07369352 3.98294237],ibuf:[0, 0, 0],rbuf:[3.29561777e+00 1.32007600e+06 2.02189666e+02]\n",
      "66:r:[-2.05235626e+00 -2.65990883e+05 -6.00524916e+01],p:[0.16780596 0.         2.42254309],op:[2.30165081e-06 0.00000000e+00 0.00000000e+00],tr:[0.19131969 0.         0.48140686],pr:[0.81679049 0.         2.51928007],rev:[1.0079 1.9733 3.0017],dbuf:[3.54945103e+00 1.32995442e+06 2.03360735e+02],ch:[3.92677207 4.0596912  3.99021478],ibuf:[0, 0, 0],rbuf:[1.60556272e+00 1.33980900e+06 2.12320319e+02]\n",
      "67:r:[-1.93329795e+00 -2.69983938e+05 -6.02521175e+01],p:[0.15807214 0.         2.4209582 ],op:[5.9808171e-07 0.0000000e+00 0.0000000e+00],tr:[0.19542339 0.         0.50015991],pr:[0.79447955 0.         2.5187213 ],rev:[0.99   2.0234 3.0177],dbuf:[3.34358033e+00 1.34991969e+06 2.04422259e+02],ch:[4.0212868  3.9846174  4.20865466],ibuf:[0, 0, 0],rbuf:[2.82114913e+00 1.36004300e+06 2.00508261e+02]\n",
      "68:r:[-2.02349924e+00 -2.73992643e+05 -5.96894327e+01],p:[0.16663695 0.         2.38932502],op:[1.0347885e-06 0.0000000e+00 0.0000000e+00],tr:[0.21264719 0.         0.47238315],pr:[0.80036476 0.         2.51951677],rev:[1.013  1.9718 2.993 ],dbuf:[3.45197674e+00 1.36996321e+06 2.02874163e+02],ch:[4.03807737 4.03260725 3.97829244],ibuf:[0, 0, 0],rbuf:[3.35456781e+00 1.37976100e+06 2.11509074e+02]\n",
      "69:r:[-1.96345306e+00 -2.77949315e+05 -6.00282371e+01],p:[0.16094584 0.         2.40697894],op:[1.25472347e-06 0.00000000e+00 0.00000000e+00],tr:[0.20050166 0.         0.47394456],pr:[0.79641366 0.         2.51847835],rev:[0.9967 1.9985 2.9913],dbuf:[3.37938168e+00 1.38974658e+06 2.03862028e+02],ch:[3.98081619 3.94816234 4.15599505],ibuf:[0, 0, 0],rbuf:[1.46336842e+00 1.39974600e+06 2.00280028e+02]\n",
      "70:r:[-1.96754454e+00 -2.81953915e+05 -6.00447346e+01],p:[0.16016125 0.         2.42801472],op:[4.7649427e-06 0.0000000e+00 0.0000000e+00],tr:[0.19346191 0.         0.48905631],pr:[0.80480924 0.         2.51937216],rev:[0.9982 1.9928 3.0096],dbuf:[3.43108214e+00 1.40976957e+06 2.03103084e+02],ch:[3.97947807 3.98655504 3.84454042],ibuf:[0, 0, 0],rbuf:[1.40730296e+00 1.41967400e+06 2.11995265e+02]\n",
      "71:r:[-1.94682471e+00 -2.85912152e+05 -6.03162475e+01],p:[0.15943493 0.         2.4346634 ],op:[4.60998127e-06 0.00000000e+00 0.00000000e+00],tr:[0.20432009 0.         0.50932449],pr:[0.79178936 0.         2.51891779],rev:[0.9963 1.9811 3.0277],dbuf:[3.35654185e+00 1.42956076e+06 2.04194702e+02],ch:[4.08180792 3.92204572 4.03983679],ibuf:[0, 0, 0],rbuf:[4.19969499e+00 1.43948500e+06 2.06572423e+02]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "72:r:[-2.02211456e+00 -2.89897370e+05 -6.00627779e+01],p:[0.16537643 0.         2.41914061],op:[2.2334878e-06 0.0000000e+00 0.0000000e+00],tr:[0.20178834 0.         0.4835375 ],pr:[0.80980549 0.         2.51896888],rev:[1.0114 1.9979 3.002 ],dbuf:[3.49542616e+00 1.44948685e+06 2.03548265e+02],ch:[3.97206644 4.03342179 4.0426241 ],ibuf:[0, 0, 0],rbuf:[2.74210772e+00 1.45946400e+06 2.01508698e+02]\n",
      "73:r:[-2.01339632e+00 -2.93885365e+05 -6.00202899e+01],p:[0.16441551 0.         2.42827024],op:[0. 0. 0.],tr:[0.19409689 0.         0.49622476],pr:[0.81669793 0.         2.51878886],rev:[1.0108 1.9968 3.0146],dbuf:[3.49036114e+00 1.46942682e+06 2.02970640e+02],ch:[3.94805181 3.9453637  3.92848078],ibuf:[0, 0, 0],rbuf:[2.79389728e+00 1.47943200e+06 1.97372522e+02]\n",
      "74:r:[-1.96370407e+00 -2.97890167e+05 -6.02490634e+01],p:[0.15964045 0.         2.43143925],op:[4.49295459e-06 0.00000000e+00 0.00000000e+00],tr:[0.18990415 0.         0.50922006],pr:[0.80629438 0.         2.51930763],rev:[0.9961 2.0117 3.0291],dbuf:[3.43272251e+00 1.48945084e+06 2.03987747e+02],ch:[3.95277665 4.06920842 4.01721855],ibuf:[0, 0, 0],rbuf:[2.93961723e+00 1.49954900e+06 2.03095642e+02]\n",
      "75:r:[-2.01671313e+00 -3.01919509e+05 -6.00160163e+01],p:[0.1644033  0.         2.40609638],op:[6.16447644e-06 0.00000000e+00 0.00000000e+00],tr:[0.18776472 0.         0.47768648],pr:[0.81323031 0.         2.51901214],rev:[1.0008 2.0166 2.9958],dbuf:[3.50718695e+00 1.50959755e+06 2.03836227e+02],ch:[3.92709614 3.95093883 4.105859  ],ibuf:[0, 0, 0],rbuf:[2.60874770e+00 1.51971500e+06 1.94109397e+02]\n",
      "76:r:[-1.95317823e+00 -3.05957786e+05 -6.04814726e+01],p:[0.15736096 0.         2.45056209],op:[7.7164664e-07 0.0000000e+00 0.0000000e+00],tr:[0.17275964 0.         0.52624965],pr:[0.81242734 0.         2.51941827],rev:[0.9853 2.0016 3.0457],dbuf:[3.47142199e+00 1.52978893e+06 2.04384879e+02],ch:[3.86490011 4.04537514 3.98554563],ibuf:[0, 0, 0],rbuf:[4.13422060e+00 1.53973100e+06 1.94430174e+02]\n",
      "77:r:[-2.01821131e+00 -3.09971141e+05 -5.99566025e+01],p:[0.16579637 0.         2.41234678],op:[4.54293561e-07 0.00000000e+00 0.00000000e+00],tr:[0.20502388 0.         0.47633052],pr:[0.79762002 0.         2.51891028],rev:[1.0026 2.017  2.9967],dbuf:[3.45918341e+00 1.54985571e+06 2.03289141e+02],ch:[4.0582228  4.01984628 4.0288384 ],ibuf:[0, 0, 0],rbuf:[3.82734871e+00 1.55990100e+06 2.09022233e+02]\n",
      "78:r:[-1.97380697e+00 -3.13989129e+05 -5.99177442e+01],p:[0.16134253 0.         2.41688545],op:[3.71233538e-06 0.00000000e+00 0.00000000e+00],tr:[0.19439371 0.         0.47732581],pr:[0.79388024 0.         2.51891024],rev:[0.988  2.0056 2.9953],dbuf:[3.41518522e+00 1.56994565e+06 2.02913303e+02],ch:[4.07137486 4.10868626 3.94596523],ibuf:[0, 0, 0],rbuf:[1.68907832e+00 1.57995700e+06 1.99661682e+02]\n",
      "79:r:[-1.96631525e+00 -3.17983713e+05 -5.99130245e+01],p:[0.16071489 0.         2.41319047],op:[1.75257661e-06 0.00000000e+00 0.00000000e+00],tr:[0.19747802 0.         0.47539954],pr:[0.79688566 0.         2.51767614],rev:[0.995  1.9864 2.994 ],dbuf:[3.40291048e+00 1.58991857e+06 2.03037504e+02],ch:[3.99398427 4.1043625  3.97208855],ibuf:[0, 0, 0],rbuf:[8.52473465e+00 1.59982100e+06 2.08904930e+02]\n",
      "80:r:[-1.99698981e+00 -3.21975400e+05 -6.01798997e+01],p:[0.16360276 0.         2.41956443],op:[6.12652702e-06 0.00000000e+00 0.00000000e+00],tr:[0.19947164 0.         0.49688005],pr:[0.80024593 0.         2.51957809],rev:[0.9988 2.004  3.0163],dbuf:[3.44059338e+00 1.60987700e+06 2.04116921e+02],ch:[4.04673569 4.11929987 4.06669569],ibuf:[0, 0, 0],rbuf:[1.17686238e+00 1.61986100e+06 2.07323552e+02]\n",
      "81:r:[-2.02069745e+00 -3.25977527e+05 -5.97419158e+01],p:[0.16663465 0.         2.38331389],op:[2.62353284e-06 0.00000000e+00 0.00000000e+00],tr:[0.2169229  0.         0.45774563],pr:[0.79254514 0.         2.51946314],rev:[1.01   1.9982 2.9778],dbuf:[3.43799627e+00 1.62988764e+06 2.03377024e+02],ch:[4.15398677 4.00709734 4.0963088 ],ibuf:[0, 0, 0],rbuf:[7.26970149e+00 1.63984300e+06 2.13235931e+02]\n",
      "82:r:[-2.00636189e+00 -3.29957859e+05 -6.00269463e+01],p:[0.16379983 0.         2.41977994],op:[1.15820926e-05 0.00000000e+00 0.00000000e+00],tr:[0.20369766 0.         0.48639151],pr:[0.80511169 0.         2.51812292],rev:[1.0079 1.9975 3.002 ],dbuf:[3.47935300e+00 1.64978929e+06 2.03343534e+02],ch:[4.0441962  4.120033   3.96134564],ibuf:[0, 0, 0],rbuf:[5.44163258e-01 1.65981800e+06 1.88091676e+02]\n",
      "83:r:[-1.98203853e+00 -3.33962884e+05 -5.96476088e+01],p:[0.16223246 0.         2.38389922],op:[2.55841909e-06 0.00000000e+00 0.00000000e+00],tr:[0.19127788 0.         0.46237831],pr:[0.80377696 0.         2.51925498],rev:[0.9959 1.992  2.9835],dbuf:[3.42079199e+00 1.66981442e+06 2.02882075e+02],ch:[3.92319181 4.0129823  3.97853638],ibuf:[0, 0, 0],rbuf:[9.24830054e+00 1.67973800e+06 2.06758844e+02]\n",
      "84:r:[-2.02001364e+00 -3.37938640e+05 -5.97493055e+01],p:[0.16673306 0.         2.40209181],op:[2.94529879e-06 0.00000000e+00 0.00000000e+00],tr:[0.20340864 0.         0.46015324],pr:[0.80314033 0.         2.51856857],rev:[1.0057 1.9843 2.9776],dbuf:[3.43062794e+00 1.68969320e+06 2.02662855e+02],ch:[3.99200263 4.02626079 3.97627339],ibuf:[0, 0, 0],rbuf:[1.47426237e+00 1.69958100e+06 1.95540751e+02]\n",
      "85:r:[-1.93777131e+00 -3.41904789e+05 -6.01459328e+01],p:[0.15945128 0.         2.42068124],op:[3.14832518e-06 0.00000000e+00 0.00000000e+00],tr:[0.19827853 0.         0.48870716],pr:[0.78684301 0.         2.51842115],rev:[0.9855 1.9932 3.0079],dbuf:[3.31067962e+00 1.70952394e+06 2.03902414e+02],ch:[4.04737292 4.0193453  4.11395415],ibuf:[0, 0, 0],rbuf:[6.12321285e+00 1.71951300e+06 2.03257689e+02]\n",
      "86:r:[-1.96554294e+00 -3.45921107e+05 -5.99958554e+01],p:[0.16234248 0.         2.42788483],op:[2.657065e-06 0.000000e+00 0.000000e+00],tr:[0.20502707 0.         0.48365182],pr:[0.78896948 0.         2.51873977],rev:[0.9936 2.0155 3.0028],dbuf:[3.33390938e+00 1.72960554e+06 2.02863884e+02],ch:[3.99953109 3.96057521 3.87012391],ibuf:[0, 0, 0],rbuf:[2.79298425e+00 1.73966800e+06 2.07341764e+02]\n",
      "87:r:[-1.94740093e+00 -3.49947407e+05 -5.98989890e+01],p:[0.15992331 0.         2.41328811],op:[6.64573216e-06 0.00000000e+00 0.00000000e+00],tr:[0.20188506 0.         0.47475849],pr:[0.79246348 0.         2.51915175],rev:[0.9942 2.0086 2.9941],dbuf:[3.33980652e+00 1.74973703e+06 2.02963420e+02],ch:[4.06945791 4.07869439 3.94379975],ibuf:[0, 0, 0],rbuf:[2.68016945e+00 1.75975400e+06 2.09239436e+02]\n",
      "88:r:[-2.04386721e+00 -3.53969351e+05 -6.00547665e+01],p:[0.16741514 0.         2.41640829],op:[1.56536028e-06 0.00000000e+00 0.00000000e+00],tr:[0.19248991 0.         0.49121904],pr:[0.81458126 0.         2.51927145],rev:[1.0074 2.0018 3.0101],dbuf:[3.52266780e+00 1.76984676e+06 2.03617501e+02],ch:[3.85742095 3.90175892 3.98167398],ibuf:[0, 0, 0],rbuf:[6.32239721e+00 1.77977200e+06 2.05334550e+02]\n",
      "89:r:[-1.99703184e+00 -3.57964053e+05 -5.99674916e+01],p:[0.16406406 0.         2.40090121],op:[2.34641272e-07 0.00000000e+00 0.00000000e+00],tr:[0.19859761 0.         0.48011581],pr:[0.8044281  0.         2.51921319],rev:[1.0027 2.0032 2.9996],dbuf:[3.42258732e+00 1.78982027e+06 2.03801409e+02],ch:[3.97441833 3.88390818 4.19709027],ibuf:[0, 0, 0],rbuf:[3.09939551e+00 1.79980400e+06 2.08044566e+02]\n",
      "90:r:[-2.00079229e+00 -3.61962766e+05 -6.01407624e+01],p:[0.16436177 0.         2.42046409],op:[1.39125376e-06 0.00000000e+00 0.00000000e+00],tr:[0.20386683 0.         0.49361935],pr:[0.80156084 0.         2.51929638],rev:[1.0055 1.9898 3.0119],dbuf:[3.42943503e+00 1.80981383e+06 2.03885248e+02],ch:[4.06824105 3.8500739  4.08924664],ibuf:[0, 0, 0],rbuf:[4.18592780e+00 1.81970200e+06 1.97887332e+02]\n",
      "91:r:[-1.91236030e+00 -3.65963753e+05 -6.01820887e+01],p:[0.15716558 0.         2.4301338 ],op:[3.58016385e-06 0.00000000e+00 0.00000000e+00],tr:[0.19925906 0.         0.4992195 ],pr:[0.78427789 0.         2.5190825 ],rev:[0.9836 2.0175 3.0185],dbuf:[3.27503527e+00 1.82981876e+06 2.03705091e+02],ch:[4.06371009 4.02991003 4.05534626],ibuf:[0, 0, 0],rbuf:[5.72755339e+00 1.83987700e+06 1.99867296e+02]\n",
      "92:r:[-1.95516480e+00 -3.70007606e+05 -6.03394759e+01],p:[0.15934423 0.         2.45137856],op:[1.06902541e-05 0.00000000e+00 0.00000000e+00],tr:[0.19451839 0.         0.50165522],pr:[0.79985252 0.         2.51897064],rev:[0.994  2.0261 3.0219],dbuf:[3.40162736e+00 1.85003803e+06 2.03642237e+02],ch:[3.94192764 4.02401075 3.95311106],ibuf:[0, 0, 0],rbuf:[3.32515113e+00 1.86013800e+06 2.12608690e+02]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "93:r:[-1.93932029e+00 -3.74037593e+05 -5.97968347e+01],p:[0.15956734 0.         2.40112768],op:[2.56477387e-06 0.00000000e+00 0.00000000e+00],tr:[0.20506865 0.         0.46080894],pr:[0.78450323 0.         2.51848701],rev:[0.99   2.008  2.9796],dbuf:[3.31380535e+00 1.87018796e+06 2.02939066e+02],ch:[4.15659734 3.96773755 4.05609391],ibuf:[0, 0, 0],rbuf:[8.12213666e+00 1.88021800e+06 2.15649254e+02]\n",
      "94:r:[-2.06019287e+00 -3.78058419e+05 -5.94305351e+01],p:[0.16930529 0.         2.38306342],op:[4.76744921e-07 0.00000000e+00 0.00000000e+00],tr:[0.20046443 0.         0.44619025],pr:[0.81286443 0.         2.51924251],rev:[1.0128 2.0153 2.9649],dbuf:[3.52873380e+00 1.89029210e+06 2.01830139e+02],ch:[3.99497351 4.10547125 3.84829004],ibuf:[0, 0, 0],rbuf:[3.02956353e+00 1.90037100e+06 2.10321666e+02]\n",
      "95:r:[-1.97490363e+00 -3.82092126e+05 -6.00300837e+01],p:[0.16067932 0.         2.41588138],op:[3.84536789e-07 0.00000000e+00 0.00000000e+00],tr:[0.19841441 0.         0.48607908],pr:[0.80395676 0.         2.51939197],rev:[1.0024 2.0114 3.0045],dbuf:[3.44733001e+00 1.91046063e+06 2.03515164e+02],ch:[4.00506435 3.91870139 3.96389405],ibuf:[0, 0, 0],rbuf:[3.40382579e+00 1.92048500e+06 2.00611195e+02]\n",
      "96:r:[-1.98857472e+00 -3.86102762e+05 -6.02861250e+01],p:[0.1620085  0.         2.43436417],op:[1.34665728e-06 0.00000000e+00 0.00000000e+00],tr:[0.19370504 0.         0.51286211],pr:[0.80474954 0.         2.51919727],rev:[0.9986 1.9966 3.0327],dbuf:[3.46247969e+00 1.93051381e+06 2.04056059e+02],ch:[3.94114037 4.09753033 4.07087582],ibuf:[0, 0, 0],rbuf:[5.02113652e+00 1.94045100e+06 2.07017422e+02]\n",
      "97:r:[-1.97896373e+00 -3.90087809e+05 -6.01972869e+01],p:[0.16243787 0.         2.43335807],op:[2.41924102e-06 0.00000000e+00 0.00000000e+00],tr:[0.19561866 0.         0.50244115],pr:[0.79454263 0.         2.51917413],rev:[0.9897 2.0063 3.0212],dbuf:[3.39720724e+00 1.95043905e+06 2.03652112e+02],ch:[3.97348833 4.00014174 3.96315803],ibuf:[0, 0, 0],rbuf:[6.42613880e-01 1.96051400e+06 2.02864695e+02]\n",
      "98:r:[-1.97158704e+00 -3.94097184e+05 -5.94690297e+01],p:[0.1606443  0.         2.36540163],op:[7.39299061e-08 0.00000000e+00 0.00000000e+00],tr:[0.19173194 0.         0.44968566],pr:[0.80075803 0.         2.5184606 ],rev:[0.9928 2.0053 2.9673],dbuf:[3.43216020e+00 1.97048592e+06 2.02729083e+02],ch:[4.00167218 4.13279286 4.04402333],ibuf:[0, 0, 0],rbuf:[3.75037602e+00 1.98056700e+06 1.94402125e+02]\n",
      "99:r:[-1.89347892e+00 -3.98118581e+05 -6.03151776e+01],p:[0.15415377 0.         2.44125895],op:[3.96297957e-06 0.00000000e+00 0.00000000e+00],tr:[0.1886127  0.         0.50007807],pr:[0.78844285 0.         2.51897909],rev:[0.9768 2.0098 3.018 ],dbuf:[3.30108521e+00 1.99059290e+06 2.03925530e+02],ch:[3.93611883 4.06032868 4.07003775],ibuf:[0, 0, 0],rbuf:[2.00820304e+00 2.00066500e+06 1.83830506e+02]\n",
      "---------3------------\n",
      "[{'id': '1', 'model': 'AR', 'num_r': 4, 'rate': 1.0, 'dis': 100, 'action_bound': 2, 'data_buf_size': 100, 't_factor': 0.8, 'penalty': 1000}, {'id': '2', 'model': 'AR', 'num_r': 4, 'rate': 2.0, 'dis': 100, 'action_bound': 2, 'data_buf_size': 100, 't_factor': 0.8, 'penalty': 1000}, {'id': '3', 'model': 'AR', 'num_r': 4, 'rate': 3.0, 'dis': 100, 'action_bound': 2, 'data_buf_size': 100, 't_factor': 0.8, 'penalty': 1000}]\n",
      "INFO:tensorflow:Restoring parameters from model_M_08_nB/my_train_model_3-2000\n",
      "Initialization OK!----> user 1\n",
      "INFO:tensorflow:Restoring parameters from model_M_08_nB/my_train_model_3-2000\n",
      "Initialization OK!----> user 2\n",
      "INFO:tensorflow:Restoring parameters from model_M_08_nB/my_train_model_3-2000\n",
      "Initialization OK!----> user 3\n",
      "0:r:[-1016.6737        -8.69825316   -17.25901378],p:[5.05275796e-28 1.00514572e+00 2.03163802e+00],op:[6.01435609e-27 1.86421203e-02 2.78881598e-02],tr:[0.         0.92501616 1.41952569],pr:[9.44155019e-12 1.11318669e+00 1.66471912e+00],rev:[1.0097 1.9815 3.0031],dbuf:[5.08336850e+03 2.53975238e+00 3.91402178e+00],ch:[3.99671554 4.05834235 3.94219529],ibuf:[0, 0, 0],rbuf:[1.00970000e+04 3.00000000e+00 3.07056961e+00]\n",
      "1:r:[-3011.58174       -9.01676785   -17.57492014],p:[0.         1.04338284 2.0685873 ],op:[0.         0.01919181 0.02651509],tr:[0.         0.89143259 1.43379488],pr:[0.         1.15171143 1.68339579],rev:[1.0027 1.9862 3.0403],dbuf:[1.50579087e+04 2.58085332e+00 4.07050506e+00],ch:[3.94674525 3.90034274 4.01224055],ibuf:[0, 0, 0],rbuf:[2.01240000e+04 1.00000000e+00 5.48156943e+00]\n",
      "2:r:[-5032.17538       -9.16540055   -16.87187842],p:[0.         1.06137273 1.98582068],op:[0.         0.01884375 0.02697141],tr:[0.         0.9240059  1.43554887],pr:[0.         1.1532341  1.64564314],rev:[1.0076 2.0218 3.0024],dbuf:[2.51608769e+04 2.61834354e+00 3.84770864e+00],ch:[4.14238375 4.03095746 4.0659422 ],ibuf:[0, 0, 0],rbuf:[3.02000000e+04 2.82903522e+00 1.74787225e+00]\n",
      "3:r:[-7024.86146       -8.84381895   -17.40167007],p:[0.         1.02307948 2.04884857],op:[0.         0.01845616 0.02609879],tr:[0.         0.91324316 1.43538491],pr:[0.         1.13503553 1.67500723],rev:[0.9843 1.992  3.034 ],dbuf:[3.51243073e+04 2.55766907e+00 4.01045609e+00],ch:[4.09622168 3.90701389 4.01547005],ibuf:[0, 0, 0],rbuf:[4.00430000e+04 2.21916521e+00 9.01479399e+00]\n",
      "4:r:[-9016.24156       -9.02764669   -16.98852145],p:[0.         1.04315519 1.99691852],op:[0.         0.02029078 0.02828039],tr:[0.         0.93507609 1.42195859],pr:[0.         1.13912473 1.65195495],rev:[0.9992 2.0172 2.9896],dbuf:[4.50812078e+04 2.60039472e+00 3.93465087e+00],ch:[4.09385648 4.00192656 3.9856107 ],ibuf:[0, 0, 0],rbuf:[5.00350000e+04 2.01099343e-01 1.45847767e+00]\n",
      "5:r:[-1.10268043e+04 -8.98894517e+00 -1.72640370e+01],p:[0.         1.04118878 2.03088016],op:[0.         0.01811068 0.02649412],tr:[0.         0.89176355 1.42802587],pr:[0.         1.15296928 1.66677184],rev:[1.0109 1.9928 3.0165],dbuf:[5.51340213e+04 2.57274730e+00 4.02521391e+00],ch:[4.19843664 3.97457876 4.01830319],ibuf:[0, 0, 0],rbuf:[6.0144e+04 5.0000e+00 2.0000e+00]\n",
      "6:r:[-1.30139533e+04 -8.99896865e+00 -1.73094527e+01],p:[0.         1.04250216 2.03611474],op:[0.         0.01807475 0.02795587],tr:[0.         0.8863767  1.42843184],pr:[0.         1.1531441  1.66871391],rev:[0.9898 1.9853 3.0159],dbuf:[6.50697666e+04 2.57176649e+00 3.98443946e+00],ch:[4.08951433 3.8517835  4.01480918],ibuf:[0, 0, 0],rbuf:[7.00420000e+04 1.02281569e+00 4.26556921e+00]\n",
      "7:r:[-1.50133586e+04 -9.31584890e+00 -1.73266448e+01],p:[0.         1.07861429 2.03966912],op:[0.         0.02015641 0.02760492],tr:[0.         0.89635586 1.41273535],pr:[0.        1.174623  1.6687727],rev:[1.0024 2.0184 3.004 ],dbuf:[7.50667931e+04 2.62841630e+00 3.94226230e+00],ch:[4.07254668 3.96199199 3.89107399],ibuf:[0, 0, 0],rbuf:[8.00660000e+04 2.22686979e+00 3.00000000e+00]\n",
      "8:r:[-1.70073993e+04 -9.06862689e+00 -1.68639492e+01],p:[0.         1.04835229 1.98377074],op:[0.         0.02028728 0.02842014],tr:[0.         0.92946875 1.4097155 ],pr:[0.         1.14651268 1.64792497],rev:[0.9897 2.0206 2.9738],dbuf:[8.50369964e+04 2.59755167e+00 3.83211087e+00],ch:[3.83395234 3.95062557 3.96493796],ibuf:[0, 0, 0],rbuf:[8.99630000e+04 1.20878922e+00 5.00000000e+00]\n",
      "9:r:[-1.89997110e+04 -8.92255491e+00 -1.69546362e+01],p:[0.         1.03003994 1.99358979],op:[0.         0.0208374  0.02720261],tr:[0.         0.93856535 1.4235008 ],pr:[0.         1.1259464  1.65230037],rev:[1.008  2.0066 2.9952],dbuf:[9.49985548e+04 2.57768086e+00 3.94148490e+00],ch:[3.9377404  4.14803901 4.06663665],ibuf:[0, 0, 0],rbuf:[1.00043000e+05 1.00000000e+00 7.16648876e+00]\n",
      "10:r:[-2.09898019e+04 -9.07732225e+00 -1.68657005e+01],p:[0.         1.04960758 1.98313876],op:[0.         0.02001595 0.0277288 ],tr:[0.         0.92332652 1.42661279],pr:[0.         1.14712759 1.64666185],rev:[0.993  2.0164 2.9904],dbuf:[1.04949009e+05 2.60167007e+00 3.89380020e+00],ch:[4.05018006 4.03498942 4.09070921],ibuf:[0, 0, 0],rbuf:[1.09973000e+05 3.00000000e+00 1.40603886e+00]\n",
      "11:r:[-2.29865959e+04 -8.69951012e+00 -1.69053932e+01],p:[0.         1.00342213 1.9902605 ],op:[0.         0.02043397 0.02680884],tr:[0.         0.91017318 1.4261879 ],pr:[0.         1.12040287 1.64992791],rev:[0.9931 1.9738 2.9972],dbuf:[1.14932979e+05 2.54330662e+00 3.84419227e+00],ch:[3.93348356 4.00928084 3.99927305],ibuf:[0, 0, 0],rbuf:[1.19904000e+05 2.47523937e+00 2.00000000e+00]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "12:r:[-2.49634883e+04 -9.09112843e+00 -1.70655020e+01],p:[0.         1.05134289 2.00662763],op:[0.         0.01978575 0.02777235],tr:[0.         0.91647812 1.43654222],pr:[0.         1.15315469 1.65450231],rev:[0.9862 2.0145 3.0102],dbuf:[1.24817442e+05 2.61049651e+00 3.95151078e+00],ch:[4.02567284 3.93037732 4.05285802],ibuf:[0, 0, 0],rbuf:[1.29766e+05 0.00000e+00 2.00000e+00]\n",
      "13:r:[-2.69389259e+04 -8.75405859e+00 -1.71066074e+01],p:[0.         1.00985806 2.01331373],op:[0.         0.02094593 0.02723417],tr:[0.         0.91956843 1.40799282],pr:[0.         1.11844321 1.66061616],rev:[0.9887 1.982  2.9885],dbuf:[1.34694629e+05 2.53813324e+00 3.91112108e+00],ch:[4.13456961 4.16412352 3.99589308],ibuf:[0, 0, 0],rbuf:[1.39653000e+05 3.12122510e+00 2.11757015e+00]\n",
      "14:r:[-2.89452140e+04 -8.83672061e+00 -1.73571453e+01],p:[0.         1.02191905 2.04291517],op:[0.         0.01846944 0.02702792],tr:[0.         0.92539722 1.44233367],pr:[0.         1.12827425 1.66892375],rev:[1.02   1.9997 3.0328],dbuf:[1.44726070e+05 2.56806374e+00 3.98800290e+00],ch:[4.12774153 4.08163202 4.01230676],ibuf:[0, 0, 0],rbuf:[1.4985300e+05 1.0000000e+00 6.2789999e+00]\n",
      "15:r:[-3.09556733e+04 -9.21837813e+00 -1.74966278e+01],p:[0.         1.06669591 2.0607446 ],op:[0.         0.01958584 0.0274766 ],tr:[0.         0.92226592 1.40542457],pr:[0.         1.15949295 1.68011351],rev:[0.9922 2.029  3.0046],dbuf:[1.54778367e+05 2.64062054e+00 3.95429108e+00],ch:[4.1669067  3.92441675 3.86222639],ibuf:[0, 0, 0],rbuf:[1.59775000e+05 1.65539863e+00 3.00000000e+00]\n",
      "16:r:[-3.29540551e+04 -8.83101149e+00 -1.73631364e+01],p:[0.         1.02005887 2.04368124],op:[0.         0.01967674 0.026517  ],tr:[0.         0.93908349 1.42823979],pr:[0.         1.11988106 1.67158314],rev:[1.0014 2.0017 3.0196],dbuf:[1.64770276e+05 2.56563302e+00 4.00775230e+00],ch:[4.05907811 4.09769843 3.97839897],ibuf:[0, 0, 0],rbuf:[1.69789000e+05 2.54765894e+00 4.00000000e+00]\n",
      "17:r:[-3.49560795e+04 -8.81458072e+00 -1.74223767e+01],p:[0.         1.01730768 2.04990567],op:[0.         0.02039201 0.02603468],tr:[0.         0.92358835 1.42589781],pr:[0.         1.12455911 1.67673624],rev:[1.     1.9899 3.0261],dbuf:[1.74780398e+05 2.56491586e+00 4.07426940e+00],ch:[4.10730106 4.00243978 3.90652534],ibuf:[0, 0, 0],rbuf:[1.79789000e+05 2.60607792e+00 3.39829118e+00]\n",
      "18:r:[-3.69465406e+04 -8.83779816e+00 -1.73466032e+01],p:[0.         1.02062107 2.04367109],op:[0.         0.02014291 0.02722113],tr:[0.         0.92564072 1.42050174],pr:[0.         1.1268023  1.66929278],rev:[0.9863 1.9965 3.01  ],dbuf:[1.84732703e+05 2.55843161e+00 3.89732729e+00],ch:[4.03240565 4.06975482 3.89115773],ibuf:[0, 0, 0],rbuf:[1.89652000e+05 1.03287549e+00 3.12015320e+00]\n",
      "19:r:[-3.89200923e+04 -8.93297212e+00 -1.71548358e+01],p:[0.         1.03171333 2.01960692],op:[0.         0.02029268 0.0263659 ],tr:[0.         0.92367953 1.42455738],pr:[0.         1.13582326 1.66133851],rev:[0.991  2.0033 3.0082],dbuf:[1.94600462e+05 2.58462030e+00 3.93526647e+00],ch:[4.06811683 3.9442693  3.97366125],ibuf:[0, 0, 0],rbuf:[1.99562000e+05 4.49899113e+00 5.00064069e+00]\n",
      "20:r:[-4.09012905e+04 -8.77355894e+00 -1.69876768e+01],p:[0.         1.01387048 2.00034612],op:[0.         0.01916041 0.02600544],tr:[0.         0.92219344 1.41790973],pr:[0.         1.12008525 1.65164079],rev:[0.9846 1.9866 2.99  ],dbuf:[2.04506452e+05 2.54655901e+00 3.88432153e+00],ch:[4.09994804 4.06739812 4.02415568],ibuf:[0, 0, 0],rbuf:[2.09408000e+05 3.19309348e+00 1.00000000e+00]\n",
      "21:r:[-4.28841831e+04 -8.79109792e+00 -1.72492418e+01],p:[0.        1.0146532 2.0310389],op:[0.         0.02012412 0.02773358],tr:[0.         0.94692402 1.40573653],pr:[0.         1.11524676 1.67064681],rev:[1.0035 2.0047 2.9959],dbuf:[2.14420915e+05 2.56439703e+00 3.89530985e+00],ch:[4.10223834 4.1195307  3.8250259 ],ibuf:[0, 0, 0],rbuf:[2.19443000e+05 1.24710204e+00 5.53152665e+00]\n",
      "22:r:[-4.48887624e+04 -8.85677259e+00 -1.71743322e+01],p:[0.         1.02425362 2.02126016],op:[0.         0.01875448 0.02821872],tr:[0.         0.92969609 1.41130198],pr:[0.         1.12420953 1.66200806],rev:[0.9877 1.9966 2.9894],dbuf:[2.24443812e+05 2.56353881e+00 3.89250561e+00],ch:[4.11069114 4.06392291 3.94911239],ibuf:[0, 0, 0],rbuf:[2.29320000e+05 1.47588317e+00 2.00000000e+00]\n",
      "23:r:[-4.68569815e+04 -9.18665996e+00 -1.72982331e+01],p:[0.         1.06246448 2.03514936],op:[0.         0.02074293 0.02757161],tr:[0.         0.9052201  1.39260307],pr:[0.         1.16562974 1.67345373],rev:[0.9922 2.0161 2.9883],dbuf:[2.34284908e+05 2.60500359e+00 3.98232680e+00],ch:[3.99538267 3.90017635 3.83167482],ibuf:[0, 0, 0],rbuf:[2.39242000e+05 4.02808777e+00 2.00000000e+00]\n",
      "24:r:[-4.88264224e+04 -8.81781506e+00 -1.75099327e+01],p:[0.         1.01937375 2.06178994],op:[0.         0.01906343 0.02628036],tr:[0.         0.89538587 1.4215026 ],pr:[0.         1.13680289 1.6796218 ],rev:[0.9889 1.9781 3.0207],dbuf:[2.44132112e+05 2.55158816e+00 4.02685135e+00],ch:[4.11720786 3.99897768 3.95545144],ibuf:[0, 0, 0],rbuf:[2.49131000e+05 1.00000000e+00 3.55489243e+00]\n",
      "25:r:[-5.08239143e+04 -9.01296870e+00 -1.74835713e+01],p:[0.         1.04280191 2.05904677],op:[0.         0.01896311 0.02689338],tr:[0.         0.90942903 1.38578378],pr:[0.         1.14630234 1.68180186],rev:[0.9964 2.     2.9894],dbuf:[2.54119571e+05 2.59424285e+00 3.98025052e+00],ch:[4.12805098 3.97623936 3.87612192],ibuf:[0, 0, 0],rbuf:[2.59095000e+05 2.40402092e+00 3.00000000e+00]\n",
      "26:r:[-5.28050949e+04 -8.83455518e+00 -1.65271082e+01],p:[0.         1.01943719 1.94271623],op:[0.         0.02092767 0.02770744],tr:[0.         0.92688011 1.40687662],pr:[0.         1.12671052 1.63028786],rev:[0.9856 1.9977 2.9524],dbuf:[2.64025475e+05 2.55818146e+00 3.81859399e+00],ch:[3.91886298 4.10826961 4.10206092],ibuf:[0, 0, 0],rbuf:[2.68951000e+05 3.57298217e+00 2.05492663e+00]\n",
      "27:r:[-5.47963160e+04 -8.67489766e+00 -1.75177958e+01],p:[0.         1.00262032 2.06396105],op:[0.         0.01816474 0.02615546],tr:[0.         0.9331523  1.43083055],pr:[0.         1.10521412 1.67973125],rev:[0.9984 1.9808 3.0378],dbuf:[2.73981580e+05 2.54308595e+00 3.98431850e+00],ch:[4.00130341 4.23399036 3.89266329],ibuf:[0, 0, 0],rbuf:[2.78935000e+05 3.13744208e+00 8.58048430e+00]\n",
      "28:r:[-5.67774917e+04 -8.92411967e+00 -1.72724663e+01],p:[0.         1.03212282 2.03113022],op:[0.         0.01905127 0.02645269],tr:[0.         0.91069057 1.43925467],pr:[0.         1.14063337 1.66800747],rev:[0.9998 1.9956 3.0295],dbuf:[2.83887459e+05 2.57363484e+00 4.05901520e+00],ch:[4.07432639 3.90393319 4.08280268],ibuf:[0, 0, 0],rbuf:[2.8893300e+05 2.8158633e+00 4.0000000e+00]\n",
      "29:r:[-5.87751086e+04 -8.90363375e+00 -1.70112274e+01],p:[0.         1.02975931 2.00052609],op:[0.         0.01838498 0.02763094],tr:[0.         0.94090021 1.42568962],pr:[0.         1.12667404 1.65446499],rev:[0.985  2.0125 2.9992],dbuf:[2.93875543e+05 2.59239719e+00 3.92985583e+00],ch:[3.94098969 4.11810332 4.00563713],ibuf:[0, 0, 0],rbuf:[2.98783000e+05 3.41661807e+00 4.41712957e+00]\n",
      "30:r:[-6.07315338e+04 -8.98086800e+00 -1.68243633e+01],p:[0.         1.03827482 1.97746735],op:[0.         0.01978927 0.02691409],tr:[0.         0.92749125 1.42951878],pr:[0.         1.13907538 1.6445613 ],rev:[0.9804 2.0116 2.9937],dbuf:[3.03657669e+05 2.58177615e+00 3.94655873e+00],ch:[4.07341016 4.03973171 4.14090355],ibuf:[0, 0, 0],rbuf:[3.08587000e+05 3.95590711e+00 4.31801844e+00]\n",
      "31:r:[-6.27288050e+04 -9.34751929e+00 -1.71497307e+01],p:[0.         1.08387486 2.01897865],op:[0.         0.01838402 0.02667965],tr:[0.         0.88089806 1.42571152],pr:[0.         1.18188086 1.66154896],rev:[1.0082 2.0115 3.0085],dbuf:[3.13644025e+05 2.64724148e+00 3.92232145e+00],ch:[4.20576433 3.8893821  4.01869459],ibuf:[0, 0, 0],rbuf:[3.18669000e+05 3.24538307e+00 4.00829214e+00]\n",
      "32:r:[-6.47363230e+04 -8.94142095e+00 -1.71648595e+01],p:[0.         1.03334832 2.01999601],op:[0.         0.01997413 0.02738411],tr:[0.         0.90978945 1.41641028],pr:[0.         1.14224324 1.66066915],rev:[0.9991 1.9977 2.9972],dbuf:[3.23681615e+05 2.57420678e+00 3.92909237e+00],ch:[3.98043039 3.95669299 3.98497758],ibuf:[0, 0, 0],rbuf:[3.28660000e+05 4.77143488e+00 1.29024719e+00]\n",
      "33:r:[-6.67402031e+04 -8.86166013e+00 -1.71767300e+01],p:[0.         1.02355152 2.02172789],op:[0.         0.02033617 0.02740451],tr:[0.         0.92184422 1.41861154],pr:[0.         1.12973981 1.66380031],rev:[1.0018 1.9929 3.002 ],dbuf:[3.33701015e+05 2.55279308e+00 3.91835396e+00],ch:[3.96513677 3.95922411 3.91111064],ibuf:[0, 0, 0],rbuf:[3.38678000e+05 2.22387720e+00 8.58396445e+00]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "34:r:[-6.87283075e+04 -8.95605563e+00 -1.77309185e+01],p:[0.         1.03650533 2.08857572],op:[0.         0.01892753 0.02716318],tr:[0.         0.92776023 1.40883787],pr:[0.         1.13357784 1.69422824],rev:[0.9946 2.0054 3.0249],dbuf:[3.43641537e+05 2.56296392e+00 4.02503672e+00],ch:[4.165275   4.08041284 3.78348984],ibuf:[0, 0, 0],rbuf:[3.48624000e+05 1.97455598e+00 3.17777113e+00]\n",
      "35:r:[-7.07482631e+04 -8.65926283e+00 -1.73474005e+01],p:[0.         0.99895458 2.04282273],op:[0.         0.01991946 0.02692282],tr:[0.         0.94164779 1.43797012],pr:[0.         1.10634003 1.66826896],rev:[1.0145 1.9897 3.0293],dbuf:[3.53741315e+05 2.54135265e+00 3.94718078e+00],ch:[4.21262562 4.11837382 3.9370765 ],ibuf:[0, 0, 0],rbuf:[3.58769000e+05 2.08122938e+00 4.09624832e+00]\n",
      "36:r:[-7.27337764e+04 -9.05283168e+00 -1.72790824e+01],p:[0.         1.04704118 2.03483024],op:[0.         0.01963328 0.02766093],tr:[0.         0.90703252 1.40492887],pr:[0.         1.15721304 1.66930903],rev:[0.9784 2.0114 2.9979],dbuf:[3.63668882e+05 2.59717997e+00 3.89576500e+00],ch:[3.90036223 3.87787951 3.82692897],ibuf:[0, 0, 0],rbuf:[3.68553000e+05 5.84293766e+00 3.22330403e+00]\n",
      "37:r:[-7.47246199e+04 -9.09661673e+00 -1.68826152e+01],p:[0.         1.05121237 1.98523268],op:[0.         0.0205112  0.02752997],tr:[0.         0.93034183 1.44691879],pr:[0.         1.14813556 1.64368832],rev:[1.006  2.0234 3.0059],dbuf:[3.73623100e+05 2.61414086e+00 3.90257027e+00],ch:[3.99198447 3.99512277 4.053947  ],ibuf:[0, 0, 0],rbuf:[3.78613000e+05 1.79314355e+00 3.43163133e+00]\n",
      "38:r:[-7.67252481e+04 -8.98196702e+00 -1.66963552e+01],p:[0.         1.04036682 1.96259454],op:[0.         0.01744301 0.02722163],tr:[0.         0.94606702 1.44368548],pr:[0.         1.12803497 1.63700875],rev:[1.0013 2.0193 2.9961],dbuf:[3.83626240e+05 2.59744196e+00 3.88912943e+00],ch:[4.07213762 4.11769317 4.18550777],ibuf:[0, 0, 0],rbuf:[3.88626000e+05 2.76635392e+00 2.20899024e+00]\n",
      "39:r:[-7.87146931e+04 -8.78064351e+00 -1.69522831e+01],p:[0.         1.01301814 1.99487264],op:[0.         0.02057259 0.02751335],tr:[0.         0.9218957  1.42713144],pr:[0.         1.12345523 1.64971259],rev:[0.9821 1.9892 2.9967],dbuf:[3.93573466e+05 2.55958822e+00 3.86597567e+00],ch:[3.85633352 4.06456733 4.0301553 ],ibuf:[0, 0, 0],rbuf:[3.98447e+05 2.00000e+00 4.00000e+00]\n",
      "40:r:[-8.06815017e+04 -8.77345066e+00 -1.70038626e+01],p:[0.         1.01396399 2.00170378],op:[0.         0.01872195 0.02595826],tr:[0.         0.92905768 1.44121621],pr:[0.         1.11786134 1.65422239],rev:[0.994  1.9898 3.0195],dbuf:[4.03407509e+05 2.55981557e+00 3.91283130e+00],ch:[4.02383493 4.08770775 4.08775209],ibuf:[0, 0, 0],rbuf:[4.08387000e+05 3.40908929e+00 3.12614054e+00]\n",
      "41:r:[-8.26918497e+04 -9.00834884e+00 -1.68878316e+01],p:[0.         1.04259305 1.98743629],op:[0.         0.01906848 0.02739638],tr:[0.         0.91473103 1.42185718],pr:[0.         1.14325842 1.6485125 ],rev:[1.0089 2.0025 2.9913],dbuf:[4.13459248e+05 2.57528285e+00 3.84585133e+00],ch:[3.99198959 4.00379153 3.99513407],ibuf:[0, 0, 0],rbuf:[4.18476000e+05 2.50714173e+00 3.00000000e+00]\n",
      "42:r:[-8.46873682e+04 -8.83860969e+00 -1.69584579e+01],p:[0.         1.02140979 1.99384508],op:[0.         0.01937942 0.02805018],tr:[0.         0.94153989 1.41208178],pr:[0.         1.12002599 1.65524933],rev:[0.9946 2.0033 2.9874],dbuf:[4.23436841e+05 2.56147984e+00 3.91647940e+00],ch:[4.02605727 4.08538948 3.86294856],ibuf:[0, 0, 0],rbuf:[4.28422000e+05 1.91008537e-01 2.22117193e+00]\n",
      "43:r:[-8.66832517e+04 -8.88589147e+00 -1.73264609e+01],p:[0.         1.02640717 2.03659271],op:[0.         0.02033244 0.02718026],tr:[0.         0.91546673 1.41785853],pr:[0.         1.13399143 1.67322773],rev:[0.9908 1.9943 3.0092],dbuf:[4.33416259e+05 2.55987282e+00 4.08138559e+00],ch:[3.981535   4.0117405  3.97888259],ibuf:[0, 0, 0],rbuf:[4.38330000e+05 1.48201122e+00 6.11330598e+00]\n",
      "44:r:[-8.86790860e+04 -8.89015205e+00 -1.71146443e+01],p:[0.         1.02936427 2.01391732],op:[0.         0.01751909 0.02730082],tr:[0.         0.93203888 1.43147375],pr:[0.         1.13030994 1.65803911],rev:[1.0193 2.0077 3.0093],dbuf:[4.43395430e+05 2.57542580e+00 3.92449589e+00],ch:[4.02163998 4.02020748 4.00098536],ibuf:[0, 0, 0],rbuf:[4.48523000e+05 2.62605422e+00 4.44239231e+00]\n",
      "45:r:[-9.06930715e+04 -8.86877625e+00 -1.72633499e+01],p:[0.         1.02611573 2.03249459],op:[0.         0.01829018 0.02674201],tr:[0.         0.91913364 1.45001065],pr:[0.         1.13604525 1.66567969],rev:[0.9993 2.0015 3.037 ],dbuf:[4.53465357e+05 2.56764470e+00 3.94728576e+00],ch:[4.0111768  3.94616927 3.9702224 ],ibuf:[0, 0, 0],rbuf:[4.58516000e+05 8.25348298e+00 1.00000000e+00]\n",
      "46:r:[-9.27153377e+04 -9.04869946e+00 -1.65994036e+01],p:[0.         1.0461127  1.95055895],op:[0.         0.01995415 0.02789505],tr:[0.         0.93534389 1.42831166],pr:[0.         1.14028107 1.63476975],rev:[1.0148 2.0181 2.9807],dbuf:[4.63576688e+05 2.60082310e+00 3.85885818e+00],ch:[4.04876111 4.06516705 4.09584674],ibuf:[0, 0, 0],rbuf:[4.68664000e+05 2.35104112e+00 2.35644620e+00]\n",
      "47:r:[-9.47339260e+04 -9.09367925e+00 -1.74838979e+01],p:[0.         1.05238165 2.05879687],op:[0.         0.01932017 0.02811169],tr:[0.         0.93173786 1.42628689],pr:[0.         1.1408872  1.67543629],rev:[1.0038 2.0188 3.0203],dbuf:[4.73669630e+05 2.60032316e+00 3.94314735e+00],ch:[3.83297851 4.15512313 3.92920475],ibuf:[0, 0, 0],rbuf:[4.78702000e+05 4.26820210e+00 5.25321992e+00]\n",
      "48:r:[-9.67408921e+04 -9.00439997e+00 -1.72763457e+01],p:[0.         1.04236138 2.03292469],op:[0.         0.01881163 0.02672777],tr:[0.         0.87922661 1.40334444],pr:[0.         1.15928524 1.66941316],rev:[0.9979 1.9852 2.9927],dbuf:[4.83704460e+05 2.57507957e+00 3.99563010e+00],ch:[3.89837449 3.84437582 3.97882309],ibuf:[0, 0, 0],rbuf:[4.88681e+05 2.00000e+00 1.00000e+00]\n",
      "49:r:[-9.87236202e+04 -8.68764012e+00 -1.71485150e+01],p:[0.         1.00146602 2.01868155],op:[0.         0.02112608 0.02619989],tr:[0.         0.90938075 1.43993533],pr:[0.         1.12395533 1.66206616],rev:[0.9962 1.9769 3.0242],dbuf:[4.93618101e+05 2.53451639e+00 3.94731770e+00],ch:[4.1180555  3.95339749 3.98910254],ibuf:[0, 0, 0],rbuf:[4.98643000e+05 5.65195330e+00 3.92909785e+00]\n",
      "50:r:[-1.00720867e+05 -8.89629501e+00 -1.70454097e+01],p:[0.         1.02933391 2.00662167],op:[0.         0.01847589 0.02561244],tr:[0.         0.91227501 1.43416636],pr:[0.         1.13495579 1.65606073],rev:[0.9902 1.992  3.0143],dbuf:[5.03604336e+05 2.56908300e+00 3.93768410e+00],ch:[4.17981981 4.0110107  4.04950438],ibuf:[0, 0, 0],rbuf:[5.08545000e+05 1.00000000e+00 7.29000152e+00]\n",
      "51:r:[-1.02717626e+05 -8.76727993e+00 -1.68261213e+01],p:[0.         1.01147187 1.97849003],op:[0.         0.02054171 0.02836406],tr:[0.         0.94605069 1.43234243],pr:[0.         1.1098066  1.63923203],rev:[1.0065 1.9972 2.9856],dbuf:[5.13588128e+05 2.55585642e+00 3.85644307e+00],ch:[4.10579907 4.19356352 4.08902153],ibuf:[0, 0, 0],rbuf:[5.18610000e+05 2.33394516e+00 5.66422182e+00]\n",
      "52:r:[-1.04729631e+05 -8.94971915e+00 -1.70175938e+01],p:[0.         1.03559115 2.00151108],op:[0.         0.01884834 0.02774551],tr:[0.         0.89744951 1.42773406],pr:[0.         1.14650255 1.65300029],rev:[1.0004 1.9884 2.9966],dbuf:[5.23648153e+05 2.57101594e+00 3.91770563e+00],ch:[4.0106754  3.95429903 4.06483215],ibuf:[0, 0, 0],rbuf:[5.28614000e+05 2.02355010e+00 2.61732724e+00]\n",
      "53:r:[-1.06723198e+05 -8.83083147e+00 -1.68522439e+01],p:[0.         1.02153655 1.98049388],op:[0.         0.01838544 0.02754014],tr:[0.         0.91544494 1.4468505 ],pr:[0.         1.1248614  1.64444185],rev:[1.0023 1.9869 3.0083],dbuf:[5.33615991e+05 2.55727755e+00 3.93985883e+00],ch:[3.86111926 4.02811616 4.11416634],ibuf:[0, 0, 0],rbuf:[5.38637000e+05 3.25665977e+00 4.42794241e+00]\n",
      "54:r:[-1.08721014e+05 -9.27234264e+00 -1.69809908e+01],p:[0.         1.07203816 1.99667023],op:[0.         0.02142964 0.0276937 ],tr:[0.         0.91788693 1.46256859],pr:[0.         1.16697513 1.64776379],rev:[0.9985 2.0284 3.0284],dbuf:[5.43605071e+05 2.62300113e+00 3.93039644e+00],ch:[3.99540754 3.92225166 4.12238306],ibuf:[0, 0, 0],rbuf:[5.48622000e+05 1.22144570e+00 3.72752363e+00]\n",
      "55:r:[-1.10717305e+05 -9.10894460e+00 -1.67971800e+01],p:[0.         1.054361   1.97518465],op:[0.         0.01879083 0.02721318],tr:[0.         0.92682236 1.41421876],pr:[0.         1.14696291 1.64395089],rev:[0.9968 2.0182 2.9781],dbuf:[5.53586524e+05 2.61864995e+00 3.88998668e+00],ch:[3.945705   4.06862848 4.10596131],ibuf:[0, 0, 0],rbuf:[5.58590000e+05 4.06973773e+00 4.00000000e+00]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "56:r:[-1.12735781e+05 -9.05226013e+00 -1.72475821e+01],p:[0.         1.04705537 2.03010311],op:[0.         0.01963882 0.02718326],tr:[0.         0.91751337 1.41461418],pr:[0.         1.14624645 1.6667225 ],rev:[1.0112 2.0096 3.0013],dbuf:[5.63678905e+05 2.59353321e+00 3.94645571e+00],ch:[3.99241126 4.0136035  3.97994379],ibuf:[0, 0, 0],rbuf:[5.68702000e+05 1.84940503e+00 2.40546557e+00]\n",
      "57:r:[-1.14724265e+05 -9.10172634e+00 -1.70363684e+01],p:[0.         1.05126034 2.0039296 ],op:[0.         0.02153868 0.02599981],tr:[0.         0.9061628  1.43154983],pr:[0.         1.15626306 1.65423797],rev:[0.9879 2.0068 3.0056],dbuf:[5.73621326e+05 2.59667108e+00 3.98466586e+00],ch:[4.05114362 3.9267604  4.13282936],ibuf:[0, 0, 0],rbuf:[5.78581000e+05 2.50176308e+00 3.29013537e+00]\n",
      "58:r:[-1.16709727e+05 -8.80833343e+00 -1.72986007e+01],p:[0.         1.01765448 2.03518091],op:[0.         0.01995731 0.02654782],tr:[0.         0.90417356 1.44384954],pr:[0.         1.13073405 1.66822877],rev:[0.9932 1.9786 3.0334],dbuf:[5.83548637e+05 2.53719587e+00 4.02385440e+00],ch:[3.91629296 3.9411798  3.98861234],ibuf:[0, 0, 0],rbuf:[5.88513000e+05 4.01733203e+00 2.00000000e+00]\n",
      "59:r:[-1.18720837e+05 -9.02381208e+00 -1.68855769e+01],p:[0.         1.04508238 1.98692159],op:[0.         0.01789795 0.0270761 ],tr:[0.         0.89951257 1.41151782],pr:[0.         1.15276552 1.64961016],rev:[1.0273 2.0013 2.9816],dbuf:[5.93604186e+05 2.59984740e+00 3.86797715e+00],ch:[4.04932038 3.92719098 4.01487251],ibuf:[0, 0, 0],rbuf:[5.98786e+05 3.00000e+00 1.00000e+00]\n",
      "60:r:[-1.20742569e+05 -8.84226716e+00 -1.66900958e+01],p:[0.         1.02227632 1.96007785],op:[0.         0.01865415 0.02890736],tr:[0.         0.93772086 1.46175189],pr:[0.         1.1246747  1.63424621],rev:[0.9996 2.0064 3.0096],dbuf:[6.03712843e+05 2.57411692e+00 3.89107099e+00],ch:[4.04130114 4.01285855 4.19515755],ibuf:[0, 0, 0],rbuf:[6.0878200e+05 2.0000000e+00 3.0159862e+00]\n",
      "61:r:[-1.22747794e+05 -8.95438270e+00 -1.69264168e+01],p:[0.         1.03506748 1.99222772],op:[0.         0.0197568  0.02720556],tr:[0.         0.92590737 1.41219774],pr:[0.         1.135354   1.64960125],rev:[0.9883 2.0062 2.9826],dbuf:[6.13738969e+05 2.57894227e+00 3.85475278e+00],ch:[3.96827255 4.03567001 4.03621058],ibuf:[0, 0, 0],rbuf:[6.18665000e+05 2.00000000e+00 8.65775612e+00]\n",
      "62:r:[-1.24718100e+05 -8.82709055e+00 -1.69642459e+01],p:[0.         1.02031859 1.99500481],op:[0.         0.01877255 0.02796658],tr:[0.         0.92739181 1.426712  ],pr:[0.         1.12292191 1.65328686],rev:[0.9911 1.9953 2.9991],dbuf:[6.23590498e+05 2.57180692e+00 3.90237429e+00],ch:[3.89845355 4.04524049 3.95652435],ibuf:[0, 0, 0],rbuf:[6.28576000e+05 2.00000000e+00 8.50999906e+00]\n",
      "63:r:[-1.26715468e+05 -8.99625407e+00 -1.73687246e+01],p:[0.         1.04070638 2.04651383],op:[0.         0.0189678  0.02619007],tr:[0.         0.92182411 1.44930729],pr:[0.         1.14709662 1.66979912],rev:[0.9984 2.0154 3.0405],dbuf:[6.33577338e+05 2.59430308e+00 3.93546705e+00],ch:[3.91183281 3.86497872 3.99702736],ibuf:[0, 0, 0],rbuf:[6.38560000e+05 4.38501558e-01 1.52775181e+00]\n",
      "64:r:[-1.28707743e+05 -8.54896798e+00 -1.69028315e+01],p:[0.         0.98724691 1.98746138],op:[0.         0.01844249 0.02753398],tr:[0.         0.93827839 1.4231406 ],pr:[0.        1.0962999 1.6471235],rev:[0.9992 1.9755 2.9885],dbuf:[6.43538716e+05 2.51726391e+00 3.91434330e+00],ch:[4.00520334 4.10659583 3.99977522],ibuf:[0, 0, 0],rbuf:[6.48552000e+05 2.37485919e+00 4.78761332e+00]\n",
      "65:r:[-1.30712902e+05 -8.88044660e+00 -1.73788906e+01],p:[0.         1.02804034 2.04753969],op:[0.         0.01774797 0.02706508],tr:[0.         0.93890758 1.39067877],pr:[0.         1.12277869 1.67655809],rev:[0.995  2.0058 2.9898],dbuf:[6.53564512e+05 2.57070067e+00 3.91026243e+00],ch:[4.10608687 4.14311371 3.81697234],ibuf:[0, 0, 0],rbuf:[6.58502000e+05 1.67866394e-01 5.18036893e+00]\n",
      "66:r:[-1.32700471e+05 -8.85193296e+00 -1.71257901e+01],p:[0.         1.02371893 2.01488686],op:[0.         0.01851398 0.02781414],tr:[0.         0.92920941 1.44171342],pr:[0.         1.12709344 1.65863704],rev:[1.0086 2.002  3.0178],dbuf:[6.63502357e+05 2.57034860e+00 3.92091046e+00],ch:[4.0303798  3.99785247 3.97971331],ibuf:[0, 0, 0],rbuf:[6.68588000e+05 1.93995386e+00 2.31989931e+00]\n",
      "67:r:[-1.34707508e+05 -8.99997104e+00 -1.68857405e+01],p:[0.         1.04094744 1.98470875],op:[0.         0.01908152 0.02756805],tr:[0.         0.9137278  1.43116652],pr:[0.         1.14446383 1.64781422],rev:[0.997  2.0035 2.9942],dbuf:[6.73537539e+05 2.59869661e+00 3.93763050e+00],ch:[4.03846492 3.97838306 4.1196071 ],ibuf:[0, 0, 0],rbuf:[6.78558e+05 5.00000e+00 3.00000e+00]\n",
      "68:r:[-1.36703175e+05 -8.79909384e+00 -1.69070274e+01],p:[0.         1.01700365 1.98893487],op:[0.         0.01885662 0.0287676 ],tr:[0.         0.93292194 1.39509578],pr:[0.         1.11898876 1.65371768],rev:[0.9932 1.9952 2.9669],dbuf:[6.83515875e+05 2.56105837e+00 3.82703829e+00],ch:[3.99636728 4.03574687 3.85867162],ibuf:[0, 0, 0],rbuf:[6.88490000e+05 3.00000000e+00 6.25970784e+00]\n",
      "69:r:[-1.38708741e+05 -9.03320041e+00 -1.72353711e+01],p:[0.         1.04251308 2.02823654],op:[0.         0.02217215 0.02692855],tr:[0.         0.90437629 1.41319832],pr:[0.         1.15393862 1.67070698],rev:[1.0063 2.0013 3.0046],dbuf:[6.93543704e+05 2.57859254e+00 3.97025199e+00],ch:[4.07939645 3.90200993 3.97630165],ibuf:[0, 0, 0],rbuf:[6.98553000e+05 3.22606971e+00 3.45906404e+00]\n",
      "70:r:[-1.40713852e+05 -9.15289399e+00 -1.75550674e+01],p:[0.         1.05851536 2.06815097],op:[0.         0.01970533 0.02649554],tr:[0.         0.92996383 1.41951291],pr:[0.         1.14872496 1.68269175],rev:[1.    2.025 3.028],dbuf:[7.03569259e+05 2.63564212e+00 3.98947638e+00],ch:[3.95606413 4.05290018 3.88851769],ibuf:[0, 0, 0],rbuf:[7.08553000e+05 2.32698401e+00 5.29304899e+00]\n",
      "71:r:[-1.42718431e+05 -8.85754103e+00 -1.68776666e+01],p:[0.         1.02481441 1.98574359],op:[0.         0.01801976 0.02752633],tr:[0.         0.92525092 1.41138802],pr:[0.         1.13249139 1.64825357],rev:[1.013  2.0023 2.9767],dbuf:[7.13592157e+05 2.57433812e+00 3.85753614e+00],ch:[4.02364834 3.93966995 4.01436504],ibuf:[0, 0, 0],rbuf:[7.18683000e+05 5.44304489e-02 1.00000000e+00]\n",
      "72:r:[-1.44749460e+05 -9.07509959e+00 -1.74815341e+01],p:[0.         1.05081734 2.05833106],op:[0.         0.01923295 0.02658163],tr:[0.         0.90012844 1.42560262],pr:[0.         1.15575708 1.67617366],rev:[1.0132 2.0005 3.0244],dbuf:[7.23747300e+05 2.57348657e+00 4.01116301e+00],ch:[3.98038168 3.88838747 3.91566679],ibuf:[0, 0, 0],rbuf:[7.28815000e+05 1.64823684e+00 7.59556886e+00]\n",
      "73:r:[-1.46758368e+05 -9.13299261e+00 -1.71057060e+01],p:[0.         1.0588014  2.01195408],op:[0.         0.01758847 0.02852104],tr:[0.         0.90685582 1.43493634],pr:[0.         1.15766439 1.65689402],rev:[1.0009 2.0127 3.004 ],dbuf:[7.33791839e+05 2.60936816e+00 3.90952524e+00],ch:[4.08144477 3.89700929 3.99885055],ibuf:[0, 0, 0],rbuf:[7.38824000e+05 2.74140795e+00 3.00000000e+00]\n",
      "74:r:[-1.48762854e+05 -8.96156429e+00 -1.71689614e+01],p:[0.         1.03839809 2.02207454],op:[0.         0.0173441  0.02690453],tr:[0.         0.91443289 1.42686365],pr:[0.         1.14231475 1.66306018],rev:[0.996  2.0033 3.0083],dbuf:[7.43814271e+05 2.57813369e+00 3.88564397e+00],ch:[4.01517852 4.02901528 3.9863805 ],ibuf:[0, 0, 0],rbuf:[7.48784000e+05 8.90149467e-01 2.74220951e+00]\n",
      "75:r:[-1.50752437e+05 -9.04283578e+00 -1.70554486e+01],p:[0.         1.04538687 2.00718419],op:[0.         0.02066319 0.02727211],tr:[0.         0.90851506 1.41131378],pr:[0.         1.14719668 1.65611027],rev:[0.9962 1.9999 2.9892],dbuf:[7.53762184e+05 2.57217645e+00 3.89899065e+00],ch:[4.0465815  4.00651019 3.99111906],ibuf:[0, 0, 0],rbuf:[7.58746000e+05 2.52112074e+00 4.00000000e+00]\n",
      "76:r:[-1.52760413e+05 -8.98425338e+00 -1.72799258e+01],p:[0.         1.03898329 2.03418389],op:[0.         0.01935168 0.02768393],tr:[0.         0.90630183 1.42180076],pr:[0.         1.14772098 1.66791081],rev:[1.0039 2.001  3.0099],dbuf:[7.63802063e+05 2.58786791e+00 3.92491645e+00],ch:[4.01454624 3.9292741  3.93292252],ibuf:[0, 0, 0],rbuf:[7.68785000e+05 3.15448116e+00 2.00000000e+00]\n",
      "77:r:[-1.54748008e+05 -8.64933835e+00 -1.66917241e+01],p:[0.         0.99657707 1.96256859],op:[0.         0.02155423 0.02892653],tr:[0.         0.92692604 1.42048733],pr:[0.         1.11442942 1.64020952],rev:[0.9888 1.9809 2.9782],dbuf:[7.73740041e+05 2.52143967e+00 3.79881581e+00],ch:[4.04366644 3.96568905 3.90507585],ibuf:[0, 0, 0],rbuf:[7.78673000e+05 4.00000000e+00 2.04723686e+00]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "78:r:[-1.56745726e+05 -8.63345044e+00 -1.65172203e+01],p:[0.         0.99708898 1.94078061],op:[0.         0.01911935 0.02740205],tr:[0.         0.93918836 1.43732175],pr:[0.         1.10173465 1.62618879],rev:[0.9997 1.9804 2.977 ],dbuf:[7.83728629e+05 2.51891933e+00 3.85879501e+00],ch:[4.24111476 4.09095254 4.14729343],ibuf:[0, 0, 0],rbuf:[7.88670000e+05 2.57299796e+00 5.00000000e+00]\n",
      "79:r:[-1.58733520e+05 -8.98915996e+00 -1.74982273e+01],p:[0.         1.03952432 2.06045008],op:[0.         0.01908592 0.02731882],tr:[0.         0.94093666 1.41151648],pr:[0.         1.13398915 1.68071825],rev:[0.9972 2.0203 3.0127],dbuf:[7.93667600e+05 2.60139014e+00 3.98038084e+00],ch:[3.92370215 4.12440131 3.95264126],ibuf:[0, 0, 0],rbuf:[7.98642000e+05 2.34441987e+00 3.52592416e+00]\n",
      "80:r:[-1.60726012e+05 -9.02434205e+00 -1.71671292e+01],p:[0.         1.04264332 2.02095705],op:[0.         0.0202912  0.02731951],tr:[0.         0.93099047 1.43515058],pr:[0.         1.14088216 1.66048404],rev:[0.9921 2.0155 3.0171],dbuf:[8.03630062e+05 2.60432920e+00 3.90458401e+00],ch:[4.03028388 4.01810319 4.03140967],ibuf:[0, 0, 0],rbuf:[8.08563000e+05 1.07781445e-01 4.41838944e+00]\n",
      "81:r:[-1.62701701e+05 -9.03113770e+00 -1.73298445e+01],p:[0.         1.04439545 2.04090681],op:[0.         0.02011524 0.02667804],tr:[0.         0.88695332 1.40434771],pr:[0.         1.15936318 1.67250784],rev:[0.9918 1.9941 2.9967],dbuf:[8.13508506e+05 2.57526098e+00 3.94582872e+00],ch:[4.16330802 3.90001754 3.91326121],ibuf:[0, 0, 0],rbuf:[8.18481000e+05 1.96376164e+00 3.59535379e+00]\n",
      "82:r:[-1.64696513e+05 -9.04247715e+00 -1.63161783e+01],p:[0.         1.04669178 1.91544923],op:[0.         0.01870214 0.02773374],tr:[0.         0.91161767 1.44490546],pr:[0.         1.15110449 1.61507392],rev:[1.0013 2.0092 2.9731],dbuf:[8.23482563e+05 2.59662893e+00 3.85357243e+00],ch:[4.01862535 3.9286063  4.21128018],ibuf:[0, 0, 0],rbuf:[8.28494000e+05 1.00000000e+00 4.03534704e+00]\n",
      "83:r:[-1.66716536e+05 -8.93116036e+00 -1.70491579e+01],p:[0.         1.0327077  2.00529282],op:[0.         0.01963917 0.02712674],tr:[0.         0.93007268 1.40129073],pr:[0.         1.13321624 1.65927571],rev:[1.0124 2.0066 2.9788],dbuf:[8.33582679e+05 2.56192711e+00 3.94900697e+00],ch:[4.10811391 4.07902524 3.95348655],ibuf:[0, 0, 0],rbuf:[8.38618000e+05 2.00000000e+00 3.11606576e+00]\n",
      "84:r:[-1.68721416e+05 -9.02564262e+00 -1.71385898e+01],p:[0.         1.04357213 2.01818188],op:[0.         0.02007788 0.02753337],tr:[0.         0.90692606 1.41323224],pr:[0.         1.14943964 1.66182449],rev:[0.997  2.0008 2.997 ],dbuf:[8.43607082e+05 2.58221242e+00 3.86433903e+00],ch:[3.86428799 3.89016894 3.95152366],ibuf:[0, 0, 0],rbuf:[8.4858800e+05 2.0000000e+00 5.2035438e+00]\n",
      "85:r:[-1.70724436e+05 -8.66657634e+00 -1.68611625e+01],p:[0.         0.99984056 1.98159175],op:[0.         0.02002596 0.0289593 ],tr:[0.         0.94655524 1.43371845],pr:[0.         1.10396965 1.64386153],rev:[1.0079 1.9925 2.9895],dbuf:[8.53622181e+05 2.53822085e+00 3.88377046e+00],ch:[3.90374087 4.1832354  4.0263564 ],ibuf:[0, 0, 0],rbuf:[8.58667000e+05 1.24351162e+00 3.00000000e+00]\n",
      "86:r:[-1.72736461e+05 -9.18820574e+00 -1.71486186e+01],p:[0.         1.06339264 2.01723635],op:[0.         0.02026107 0.02773875],tr:[0.         0.89095683 1.43317274],pr:[0.         1.16777303 1.66180711],rev:[0.9991 2.0059 3.0165],dbuf:[8.63682303e+05 2.59488026e+00 3.94408913e+00],ch:[3.8780779  3.89806489 3.95848225],ibuf:[0, 0, 0],rbuf:[8.68658000e+05 1.06970391e+00 5.70185230e+00]\n",
      "87:r:[-1.74721628e+05 -8.86815035e+00 -1.69634245e+01],p:[0.         1.02582949 1.99522291],op:[0.         0.01819091 0.02819816],tr:[0.         0.9288203  1.41033664],pr:[0.         1.1260049  1.65561689],rev:[0.9966 2.0007 2.9832],dbuf:[8.73608138e+05 2.57993561e+00 3.88027992e+00],ch:[4.0336264  4.08084247 3.91570183],ibuf:[0, 0, 0],rbuf:[8.78624000e+05 3.00000000e+00 2.31445793e+00]\n",
      "88:r:[-1.76734404e+05 -8.96694135e+00 -1.68454525e+01],p:[0.         1.03579542 1.98086838],op:[0.         0.02043557 0.02805172],tr:[0.         0.93422481 1.41929974],pr:[0.         1.13378392 1.64797492],rev:[1.01   2.0127 2.9871],dbuf:[8.83672018e+05 2.58546725e+00 3.87045861e+00],ch:[3.93193465 4.08840744 3.97763401],ibuf:[0, 0, 0],rbuf:[8.88724000e+05 2.43366538e+00 3.13054047e+00]\n",
      "89:r:[-1.78748877e+05 -9.18987178e+00 -1.69560775e+01],p:[0.         1.0630994  1.99292215],op:[0.         0.02020834 0.02844941],tr:[0.         0.91532537 1.42586407],pr:[0.         1.16222272 1.65192608],rev:[0.9976 2.0241 2.9948],dbuf:[8.93744387e+05 2.61704958e+00 3.92552517e+00],ch:[3.9737305  3.91496603 3.96214837],ibuf:[0, 0, 0],rbuf:[8.98700000e+05 3.11182116e+00 3.00000000e+00]\n",
      "90:r:[-1.80733325e+05 -8.92704451e+00 -1.73089875e+01],p:[0.         1.03257753 2.03827465],op:[0.         0.01936079 0.02687885],tr:[0.         0.881625   1.39844826],pr:[0.         1.14754211 1.66895269],rev:[0.9901 1.9748 2.9879],dbuf:[9.03666625e+05 2.55768978e+00 3.93879773e+00],ch:[4.09474339 3.9368863  3.95543147],ibuf:[0, 0, 0],rbuf:[9.08601000e+05 6.46580261e+00 3.00000000e+00]\n",
      "91:r:[-1.82726320e+05 -9.04718792e+00 -1.74425497e+01],p:[0.         1.04529358 2.05110143],op:[0.         0.02086537 0.0280222 ],tr:[0.         0.91346396 1.4158942 ],pr:[0.         1.14837906 1.67631349],rev:[1.0038 2.0072 3.0117],dbuf:[9.13631597e+05 2.58958169e+00 4.04780365e+00],ch:[3.87202441 4.02301855 3.88806543],ibuf:[0, 0, 0],rbuf:[9.18639000e+05 5.44478586e+00 3.17837031e+00]\n",
      "92:r:[-1.84736276e+05 -9.00472587e+00 -1.67816367e+01],p:[0.         1.0414851  1.97297108],op:[0.         0.01948574 0.02970027],tr:[0.         0.93413775 1.41387153],pr:[0.         1.13846248 1.64479176],rev:[1.0136 2.0172 2.9711],dbuf:[9.23681380e+05 2.58479550e+00 3.80132965e+00],ch:[3.90735765 4.05078113 3.89987735],ibuf:[0, 0, 0],rbuf:[9.28775000e+05 2.49885851e+00 5.50496718e+00]\n",
      "93:r:[-1.86746937e+05 -9.06083490e+00 -1.69530892e+01],p:[0.         1.04840071 1.99468965],op:[0.         0.01958024 0.02688989],tr:[0.         0.90354497 1.43382229],pr:[0.         1.15467396 1.65030816],rev:[1.001  2.0028 3.0019],dbuf:[9.33734684e+05 2.58493675e+00 3.90226448e+00],ch:[3.98052312 3.92132873 4.0061177 ],ibuf:[0, 0, 0],rbuf:[9.38785000e+05 3.25691216e+00 2.22964403e+00]\n",
      "94:r:[-1.88759059e+05 -9.06567374e+00 -1.72014706e+01],p:[0.         1.04682261 2.02485229],op:[0.         0.02135118 0.02779228],tr:[0.         0.9350899  1.38538465],pr:[0.         1.1455639  1.66661599],rev:[0.9988 2.0251 2.9737],dbuf:[9.43795297e+05 2.60141712e+00 3.90156991e+00],ch:[4.07302483 3.99337708 3.77917982],ibuf:[0, 0, 0],rbuf:[9.48773000e+05 3.22670176e+00 5.05154583e+00]\n",
      "95:r:[-1.90749903e+05 -8.86717501e+00 -1.66998768e+01],p:[0.         1.02471754 1.96205586],op:[0.         0.01913107 0.02775618],tr:[0.         0.93465899 1.42680038],pr:[0.         1.12067791 1.63917346],rev:[0.9953 1.9973 2.9811],dbuf:[9.53749517e+05 2.58193077e+00 3.90690238e+00],ch:[3.96081544 4.14268041 4.1390487 ],ibuf:[0, 0, 0],rbuf:[9.58726000e+05 3.54834490e+00 4.72986799e+00]\n",
      "96:r:[-1.92751729e+05 -8.80977159e+00 -1.69650981e+01],p:[0.         1.01601648 1.99650287],op:[0.         0.02121884 0.02690556],tr:[0.         0.91387628 1.43729684],pr:[0.         1.12990133 1.64986067],rev:[1.0068 1.9877 3.0047],dbuf:[9.63758644e+05 2.55944516e+00 3.88915294e+00],ch:[3.88591703 3.98685338 4.05840818],ibuf:[0, 0, 0],rbuf:[9.68794000e+05 2.26194216e+00 2.16383950e+00]\n",
      "97:r:[-1.94765409e+05 -8.92138812e+00 -1.66908412e+01],p:[0.         1.03099698 1.96300749],op:[0.         0.01998811 0.02744807],tr:[0.         0.93675289 1.43507964],pr:[0.         1.1312284  1.63799978],rev:[0.9979 2.0111 2.99  ],dbuf:[9.73827045e+05 2.56753700e+00 3.83598336e+00],ch:[3.95847716 4.02737983 4.08322202],ibuf:[0, 0, 0],rbuf:[9.7877300e+05 3.0000000e+00 4.6397872e+00]\n",
      "98:r:[-1.96770521e+05 -8.76586735e+00 -1.72390513e+01],p:[0.         1.01213641 2.02825369],op:[0.         0.01949248 0.02722605],tr:[0.         0.94776379 1.43585611],pr:[0.         1.11259185 1.66553786],rev:[1.0123 2.005  3.0245],dbuf:[9.83852605e+05 2.56418078e+00 3.97606694e+00],ch:[4.07078879 4.2387245  4.02285557],ibuf:[0, 0, 0],rbuf:[9.88896000e+05 1.23554035e+00 3.65365202e+00]\n",
      "99:r:[-1.98772690e+05 -8.70137001e+00 -1.68959980e+01],p:[0.         1.00574862 1.98619611],op:[0.         0.01847013 0.02832794],tr:[0.         0.92260862 1.44138241],pr:[0.         1.11715548 1.64940889],rev:[0.9981 1.9817 3.0069],dbuf:[9.93863450e+05 2.53810017e+00 3.89902817e+00],ch:[3.96576735 4.01178542 4.02990203],ibuf:[0, 0, 0],rbuf:[9.98877000e+05 1.00000000e+00 5.67045576e+00]\n",
      "---------4------------\n",
      "[{'id': '1', 'model': 'AR', 'num_r': 4, 'rate': 1.0, 'dis': 100, 'action_bound': 2, 'data_buf_size': 100, 't_factor': 0.8, 'penalty': 1000}, {'id': '2', 'model': 'AR', 'num_r': 4, 'rate': 2.0, 'dis': 100, 'action_bound': 2, 'data_buf_size': 100, 't_factor': 0.8, 'penalty': 1000}, {'id': '3', 'model': 'AR', 'num_r': 4, 'rate': 3.0, 'dis': 100, 'action_bound': 2, 'data_buf_size': 100, 't_factor': 0.8, 'penalty': 1000}]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "INFO:tensorflow:Restoring parameters from model_M_08_nB/my_train_model_4-2000\n",
      "Initialization OK!----> user 1\n",
      "INFO:tensorflow:Restoring parameters from model_M_08_nB/my_train_model_4-2000\n",
      "Initialization OK!----> user 2\n",
      "INFO:tensorflow:Restoring parameters from model_M_08_nB/my_train_model_4-2000\n",
      "Initialization OK!----> user 3\n",
      "0:r:[  -1.94402861 -166.28044553  -18.32567028],p:[0.16840013 1.44550863 1.63649768],op:[4.03565910e-04 1.80168821e-18 1.33795962e-05],tr:[2.55867223e-01 7.18208222e-17 1.59934257e+00],pr:[0.74137093 1.92617003 1.37499551],rev:[0.9863 2.0053 2.9778],dbuf:[  2.96799528 773.58188264  26.16790883],ch:[4.12214378 3.89123025 4.00523028],ibuf:[0, 0, 0],rbuf:[  1.59615409 791.29971714  35.64240448]\n",
      "1:r:[  -1.9732207  -170.37760068  -19.19935672],p:[0.17102106 1.52777464 1.69438657],op:[0.0003113 0.        0.       ],tr:[0.25107787 0.         1.58348555],pr:[0.75158416 2.03378346 1.42022277],rev:[0.9949 2.0338 3.0025],dbuf:[  3.01280887 790.7770179   28.22132062],ch:[4.08010099 3.98792167 3.9148245 ],ibuf:[0, 0, 0],rbuf:[  2.38502863 791.46511964  23.55927976]\n",
      "2:r:[  -2.00336543 -170.15136002  -18.79634331],p:[0.17405368 1.50364598 1.66474081],op:[0.00041947 0.         0.        ],tr:[0.24587872 0.         1.59825623],pr:[0.76507504 2.01115355 1.39916289],rev:[0.9999 2.0097 2.999 ],dbuf:[  3.03790091 790.61096103  27.39208412],ch:[3.903008   4.01260742 3.95610818],ibuf:[0, 0, 0],rbuf:[  2.85785491 776.92961229  39.36799888]\n",
      "3:r:[  -2.0209593  -170.13721706  -18.97344894],p:[0.17580749 1.48822637 1.69435377],op:[0.00035014 0.         0.        ],tr:[0.26661974 0.         1.59312063],pr:[0.75608455 1.98223345 1.40251271],rev:[1.0132 1.9854 2.9953],dbuf:[  3.05849142 791.15703066  27.09309382],ch:[4.06235851 4.0811328  3.94614749],ibuf:[0, 0, 0],rbuf:[  3.56783391 808.5950946   36.03459891]\n",
      "4:r:[  -2.01896664 -170.03082857  -18.34763861],p:[0.17553961 1.50186039 1.64528372],op:[0.00037218 0.         0.        ],tr:[0.25924395 0.         1.62015262],pr:[0.75554633 2.00504059 1.3696177 ],rev:[1.0048 2.0024 2.9902],dbuf:[  3.05836169 790.07972719  25.92684405],ch:[4.10485249 3.99075995 4.04610591],ibuf:[0, 0, 0],rbuf:[  2.76113424 782.18919631  40.33139538]\n",
      "5:r:[  -1.8873995  -170.07837334  -18.3222701 ],p:[0.16279096 1.5206205  1.64826944],op:[0.00042472 0.         0.        ],tr:[0.24190411 0.         1.62105617],pr:[0.74421568 2.02701237 1.36691072],rev:[0.9747 2.0277 2.9872],dbuf:[  2.90837052 789.56704668  25.68057295],ch:[4.01964011 3.94749504 4.02683902],ibuf:[0, 0, 0],rbuf:[  1.87363655 789.06549813  32.66251843]\n",
      "6:r:[  -2.01880837 -169.87013214  -19.05913473],p:[0.1759854  1.50458013 1.69844236],op:[0.00044217 0.         0.        ],tr:[0.23989225 0.         1.6029127 ],pr:[0.77282152 2.00786642 1.40595921],rev:[1.0008 2.0076 3.0062],dbuf:[  3.03693893 789.16745545  27.35797913],ch:[3.76996648 3.97350506 3.94028747],ibuf:[0, 0, 0],rbuf:[  2.07089885 786.4012916    5.94349391]\n",
      "7:r:[  -1.9527364  -169.90143359  -18.23257459],p:[0.16932382 1.49163706 1.63975985],op:[0.0003878 0.        0.       ],tr:[0.24365514 0.         1.61935265],pr:[0.75594673 1.99495099 1.36235763],rev:[0.9894 1.9944 2.983 ],dbuf:[  2.97521701 789.84168574  25.57247913],ch:[3.97851892 4.04893945 4.09720617],ibuf:[0, 0, 0],rbuf:[  2.3124232  780.89134252  18.84067444]\n",
      "8:r:[  -2.05641639 -169.87630368  -19.00667303],p:[0.17877438 1.5046902  1.69485825],op:[0.00039242 0.         0.        ],tr:[0.25050687 0.         1.61749374],pr:[0.77172401 2.00605797 1.40064797],rev:[1.0113 2.006  3.0196],dbuf:[  3.1154098  789.1939102   27.23903536],ch:[3.93568969 3.97006386 4.02296181],ibuf:[0, 0, 0],rbuf:[  1.80891104 780.31167731  33.42357492]\n",
      "9:r:[  -1.99910772 -169.73352017  -18.61582763],p:[0.17347984 1.48955766 1.66758347],op:[0.00037905 0.         0.        ],tr:[0.2446061  0.         1.58787361],pr:[0.76349728 1.99478775 1.3896334 ],rev:[0.9981 1.9953 2.978 ],dbuf:[  3.04118307 789.08529441  26.3757993 ],ch:[3.98922506 3.93548439 3.95489416],ibuf:[0, 0, 0],rbuf:[  2.47870965 785.4341744   38.35345822]\n",
      "10:r:[  -1.96031262 -169.9862927   -18.6905852 ],p:[0.17020154 1.496039   1.65799473],op:[0.00034968 0.         0.        ],tr:[0.24076327 0.         1.61108894],pr:[0.76157601 1.99660671 1.39015351],rev:[0.9927 1.9972 3.0009],dbuf:[  2.97951454 790.08990355  27.13313678],ch:[3.88004685 4.06662197 4.02486145],ibuf:[0, 0, 0],rbuf:[4.38058965e-01 7.91367062e+02 3.49289482e+01]\n",
      "11:r:[  -2.01284612 -170.09202202  -19.30484213],p:[0.1746046  1.49367396 1.70150091],op:[0.00039751 0.         0.        ],tr:[0.24263324 0.         1.58952573],pr:[0.77040504 1.98992882 1.42393485],rev:[1.003  1.9938 3.0132],dbuf:[  3.06414628 790.71315172  28.46417405],ch:[3.9204242  4.04597489 3.88895703],ibuf:[0, 0, 0],rbuf:[  4.98704964 830.07889971  32.32313256]\n",
      "12:r:[  -1.97392235 -169.73310338  -18.40260508],p:[0.17076953 1.5003655  1.66014024],op:[0.00040498 0.         0.        ],tr:[0.23448652 0.         1.61233971],pr:[0.76811093 2.00547835 1.37230525],rev:[0.992  1.9999 2.9845],dbuf:[  3.02263129 788.65089693  25.60741573],ch:[3.88663004 3.92145397 4.02454858],ibuf:[0, 0, 0],rbuf:[  6.32820409 774.2953498   30.87361434]\n",
      "13:r:[  -1.93446399 -169.64195486  -19.14631621],p:[0.16771975 1.48456487 1.69515504],op:[0.00043094 0.         0.        ],tr:[0.24815815 0.         1.59483051],pr:[0.751442   1.98535438 1.41716418],rev:[0.9884 1.9858 3.0123],dbuf:[  2.94629257 788.82717965  27.92537956],ch:[3.94374021 3.93064552 3.88063184],ibuf:[0, 0, 0],rbuf:[  3.42823076 778.75156703  33.92670275]\n",
      "14:r:[  -1.97113218 -169.88995611  -18.66363958],p:[0.17142292 1.48009243 1.65124941],op:[0.000406 0.       0.      ],tr:[0.25758202 0.         1.60443947],pr:[0.75339805 1.97821126 1.39292109],rev:[0.9996 1.9796 2.9968],dbuf:[  2.98250383 790.24608347  27.26822148],ch:[3.9484142  4.10481781 4.00721396],ibuf:[0, 0, 0],rbuf:[  3.06244766 792.63901155  28.32105906]\n",
      "15:r:[  -2.03243112 -169.44791538  -19.12493198],p:[0.17652589 1.48405209 1.69349776],op:[0.00035085 0.         0.        ],tr:[0.25468717 0.         1.62725347],pr:[0.76604784 1.98745974 1.40554216],rev:[1.0111 1.9874 3.0342],dbuf:[  3.08708612 787.87749325  27.88474969],ch:[3.95031656 3.89448896 4.08942166],ibuf:[0, 0, 0],rbuf:[  3.44340809 792.0416223   42.36474873]\n",
      "16:r:[  -1.98766581 -170.06949561  -18.02966719],p:[0.17227076 1.51173746 1.62671752],op:[0.00036531 0.         0.        ],tr:[0.24606494 0.         1.61774585],pr:[0.75907665 2.01267398 1.35128776],rev:[0.995  2.0121 2.9682],dbuf:[  3.03288606 789.87797984  25.07963529],ch:[4.0052251  3.91989291 4.13786199],ibuf:[0, 0, 0],rbuf:[  2.43080863 786.30178843  34.02857172]\n",
      "17:r:[  -2.01886585 -169.9142531   -18.34793909],p:[0.17586932 1.475217   1.64567435],op:[0.00033047 0.         0.        ],tr:[0.2646437  0.         1.62428489],pr:[0.75510432 1.97781868 1.37067844],rev:[1.0115 1.9784 2.9951],dbuf:[  3.04633746 790.56258562  25.91272154],ch:[4.06815781 4.10054124 3.99863785],ibuf:[0, 0, 0],rbuf:[  7.37638045 792.11502562  35.39530265]\n",
      "18:r:[  -1.99376104 -169.89749225  -19.36277386],p:[0.17305924 1.49750878 1.72260214],op:[0.00037578 0.         0.        ],tr:[0.24789271 0.         1.59231041],pr:[0.76148165 1.9963429  1.42087609],rev:[0.9988 1.9951 3.0116],dbuf:[  3.03140428 789.58710993  27.90978352],ch:[3.97171556 3.96213786 3.92857758],ibuf:[0, 0, 0],rbuf:[  3.29640888 779.6859888   19.53028384]\n",
      "19:r:[  -2.01560794 -169.67379284  -18.08403378],p:[0.17479802 1.49398669 1.61987765],op:[0.00042056 0.         0.        ],tr:[0.25703994 0.         1.61683267],pr:[0.7607725  2.00353597 1.36171185],rev:[1.0068 2.0043 2.9786],dbuf:[  3.06929648 788.60949653  25.62506283],ch:[3.99733685 3.94593734 4.10638685],ibuf:[0, 0, 0],rbuf:[  3.71779728 787.32627053  20.08504717]\n",
      "20:r:[  -2.06872816 -170.20089783  -18.77501201],p:[0.1798607  1.49124692 1.67312083],op:[0.00025908 0.         0.        ],tr:[0.25465559 0.         1.58762452],pr:[0.77155794 1.98761199 1.39733056],rev:[1.0195 1.9896 2.9869],dbuf:[  3.1388496  791.35461251  26.95022702],ch:[3.98568454 4.11895187 3.91934301],ibuf:[0, 0, 0],rbuf:[  3.99124561 807.20636227  39.53427162]\n",
      "21:r:[  -1.94068941 -170.48094144  -18.58818785],p:[0.16796713 1.5160358  1.67124093],op:[0.00037814 0.         0.        ],tr:[0.24934048 0.         1.58943307],pr:[0.74978784 2.01865785 1.38940386],rev:[0.989  2.0177 2.979 ],dbuf:[  2.9696363  791.7632752   26.09130197],ch:[3.9993898  4.02748521 3.8767503 ],ibuf:[0, 0, 0],rbuf:[  5.44706447 797.62781607  41.16493851]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "22:r:[  -1.99653485 -169.73094861  -18.83108416],p:[0.17324102 1.49206279 1.68884232],op:[0.000389 0.       0.      ],tr:[0.2521978  0.         1.59150121],pr:[0.75536198 1.99185123 1.39557639],rev:[0.9969 1.9896 2.9866],dbuf:[  3.03747372 788.97223132  26.60172791],ch:[4.02708905 3.95401084 3.93242446],ibuf:[0, 0, 0],rbuf:[  4.50695668 775.11547279  36.3889435 ]\n",
      "23:r:[  -1.97126149 -169.73008124  -18.73510446],p:[0.17123114 1.49029711 1.66302947],op:[0.00038509 0.         0.        ],tr:[0.24647675 0.         1.60353582],pr:[0.75980757 1.99259672 1.39152271],rev:[0.9959 1.9952 2.9943],dbuf:[  2.99165807 789.03852183  27.15434354],ch:[3.88049756 4.00953782 4.06132021],ibuf:[0, 0, 0],rbuf:[  2.45428709 801.14827798  28.80371815]\n",
      "24:r:[  -1.96853082 -169.95906395  -18.9974468 ],p:[0.17052287 1.5057719  1.68992507],op:[0.00031919 0.         0.        ],tr:[0.25355684 0.         1.59344688],pr:[0.75152716 2.00824932 1.40387462],rev:[0.9963 2.0075 2.9957],dbuf:[  3.00897183 789.5644436   27.39023119],ch:[4.09424024 3.95610947 3.99364145],ibuf:[0, 0, 0],rbuf:[  3.31286798 793.65507496  12.58870786]\n",
      "25:r:[  -2.04161223 -170.05959851  -18.85739869],p:[0.17720637 1.51237678 1.69375418],op:[0.00032171 0.         0.        ],tr:[0.25594392 0.         1.60300336],pr:[0.76756522 2.01276331 1.393498  ],rev:[1.0146 2.0131 2.9971],dbuf:[  3.10693773 789.80292148  26.53682632],ch:[4.0085242  3.99040925 3.94106186],ibuf:[0, 0, 0],rbuf:[  1.21292462 797.02200271  18.5751102 ]\n",
      "26:r:[  -1.99719543 -170.42238921  -18.85008748],p:[0.17282668 1.50411715 1.68225854],op:[0.00030964 0.         0.        ],tr:[0.24373061 0.         1.6353061 ],pr:[0.76617305 2.00218239 1.38094013],rev:[1.0017 2.0002 3.0186],dbuf:[  3.06052424 791.94726003  26.96009587],ch:[3.88988071 4.17764053 4.2010961 ],ibuf:[0, 0, 0],rbuf:[  3.79148961 777.19810167  42.1128423 ]\n",
      "27:r:[  -1.97578299 -169.95312582  -18.59201419],p:[0.17184803 1.48371193 1.65429958],op:[0.00039841 0.         0.        ],tr:[0.25577688 0.         1.62503659],pr:[0.75330276 1.98225202 1.38489313],rev:[0.9984 1.982  3.0078],dbuf:[  2.98905704 790.41715186  26.78808757],ch:[3.92913323 4.07891378 3.9790056 ],ibuf:[0, 0, 0],rbuf:[  1.         774.67795084  20.81570074]\n",
      "28:r:[  -1.99097011 -170.17638535  -18.55685818],p:[0.17261084 1.50694858 1.66705613],op:[0.00036184 0.         0.        ],tr:[0.2473081  0.         1.60635878],pr:[0.76396463 2.01052278 1.38036085],rev:[1.0023 2.0119 2.9865],dbuf:[  3.03594358 790.60398342  26.10204556],ch:[3.9385816  4.0534689  3.99855354],ibuf:[0, 0, 0],rbuf:[  3.63491419 788.45014014  18.61933945]\n",
      "29:r:[  -1.98469103 -169.99777218  -19.45558518],p:[0.17239711 1.50038955 1.72529211],op:[0.00031333 0.         0.        ],tr:[0.24134524 0.         1.5988872 ],pr:[0.76268352 2.00274266 1.42424117],rev:[0.9962 2.0031 3.0255],dbuf:[  3.01503752 789.97327871  28.26624132],ch:[3.90364595 3.98473447 3.99622366],ibuf:[0, 0, 0],rbuf:[  8.35080939 792.02351495  42.33555832]\n",
      "30:r:[  -1.96464269 -170.05277391  -18.87714615],p:[0.17036399 1.49498509 1.68392303],op:[0.0003596 0.        0.       ],tr:[0.25158756 0.         1.62107863],pr:[0.7497606  1.99667782 1.39293822],rev:[0.991  1.997  3.0132],dbuf:[  2.99426997 790.46446576  27.02880964],ch:[4.04682693 4.06807854 4.00432727],ibuf:[0, 0, 0],rbuf:[  0.         795.24526922  34.16706991]\n",
      "31:r:[  -2.01208368 -169.96404337  -18.77279713],p:[0.17441103 1.48297597 1.69193989],op:[0.00034189 0.         0.        ],tr:[0.2526737  0.         1.60677416],pr:[0.75963707 1.98085297 1.39206936],rev:[1.0036 1.9796 2.9985],dbuf:[  3.07030171 790.50117785  26.18638987],ch:[4.06526713 4.11808606 3.89514251],ibuf:[0, 0, 0],rbuf:[  2.74397835 782.71558594  30.73187027]\n",
      "32:r:[  -1.95677676 -170.13355689  -18.00547857],p:[0.16969309 1.50952181 1.62909769],op:[0.0003533 0.        0.       ],tr:[0.25248522 0.         1.62231751],pr:[0.75089851 2.00915721 1.35283094],rev:[0.9937 2.0106 2.9748],dbuf:[  2.98202857 790.28691213  24.86348528],ch:[4.04975955 3.98950035 4.03693692],ibuf:[0, 0, 0],rbuf:[2.36963248e-01 7.97143479e+02 2.72473230e+01]\n",
      "33:r:[  -1.99755369 -169.90223983  -18.24721449],p:[0.17306094 1.49295864 1.63895293],op:[0.00042211 0.         0.        ],tr:[0.24965316 0.         1.5889924 ],pr:[0.75699984 1.99313408 1.3700034 ],rev:[0.9956 1.9909 2.9595],dbuf:[  3.0484464  789.79285353  25.67795514],ch:[4.06098864 3.99181391 4.01010082],ibuf:[0, 0, 0],rbuf:[  4.30566587 774.80263092  32.28929837]\n",
      "34:r:[  -1.95043761 -169.77063922  -18.37126379],p:[0.16911499 1.50046232 1.64312581],op:[0.00036468 0.         0.        ],tr:[0.24144328 0.         1.58203876],pr:[0.75860759 2.0022565  1.38528042],rev:[0.9903 2.0068 2.9674],dbuf:[  2.97300116 788.83470342  26.13128645],ch:[3.86484913 3.90359475 3.85714905],ibuf:[0, 0, 0],rbuf:[  3.48574212 820.23761965  33.09755128]\n",
      "35:r:[  -1.99798327 -169.85437601  -18.38088565],p:[0.17338768 1.48461259 1.64718844],op:[0.00037095 0.         0.        ],tr:[0.24686252 0.         1.58299719],pr:[0.76291879 1.98979586 1.37859312],rev:[0.9997 1.9841 2.9619],dbuf:[  3.03957114 789.8873766   26.01689056],ch:[4.00881308 4.00303995 3.98524742],ibuf:[0, 0, 0],rbuf:[  0.97751126 763.27904545  36.1944437 ]\n",
      "36:r:[  -1.94145171 -169.69110959  -18.29984556],p:[0.16799115 1.50197161 1.64529646],op:[0.0003426 0.        0.       ],tr:[0.24813267 0.         1.63524669],pr:[0.74835835 2.00310598 1.3619374 ],rev:[0.9873 2.0044 2.9971],dbuf:[  2.97390856 788.37668347  25.68736943],ch:[4.08046772 3.84939267 4.10680262],ibuf:[0, 0, 0],rbuf:[  1.63441261 776.2192375   35.3535098 ]\n",
      "37:r:[  -2.00676717 -170.55778477  -18.02433658],p:[0.17415917 1.52108186 1.63112392],op:[0.00033251 0.         0.        ],tr:[0.26104624 0.         1.66368581],pr:[0.75648432 2.01926331 1.34477746],rev:[1.0091 2.0218 3.0065],dbuf:[  3.05416863 791.9456496   24.87672594],ch:[4.05823825 4.11600735 4.15401076],ibuf:[0, 0, 0],rbuf:[  3.69823009 801.58609224  15.72078199]\n",
      "38:r:[  -1.99610546 -169.56579535  -18.7586697 ],p:[0.17377248 1.48874938 1.67156941],op:[0.00035192 0.         0.        ],tr:[0.26433263 0.         1.59855492],pr:[0.75103081 1.98832593 1.39694471],rev:[1.0062 1.9868 2.9974],dbuf:[  3.01555135 788.27900135  26.93057209],ch:[4.03707052 3.89238525 3.93064793],ibuf:[0, 0, 0],rbuf:[  2.34725369 786.32675921  34.72454653]\n",
      "39:r:[  -2.04013858 -169.90784763  -18.39748524],p:[0.17800921 1.50370744 1.64319601],op:[0.00038867 0.         0.        ],tr:[0.25767503 0.         1.58016896],pr:[0.76307554 2.00460553 1.3799458 ],rev:[1.0114 2.0054 2.9587],dbuf:[  3.06477749 789.39094063  26.25958589],ch:[3.9250619  3.93173974 4.05243385],ibuf:[0, 0, 0],rbuf:[  7.33829399 794.27150831  20.57689296]\n",
      "40:r:[  -1.98088642 -169.85756515  -19.08287909],p:[0.17223143 1.49272007 1.70064683],op:[0.00038061 0.         0.        ],tr:[0.25598197 0.         1.6169268 ],pr:[0.75191576 1.99598217 1.39997517],rev:[0.9977 1.9968 3.0167],dbuf:[  2.9999503  789.57902288  27.38852228],ch:[3.98576028 4.02214421 4.0779025 ],ibuf:[0, 0, 0],rbuf:[  4.10055449 802.44984623  18.55722692]\n",
      "41:r:[  -1.96800924 -169.74936731  -18.75768806],p:[0.16987402 1.49597806 1.67842666],op:[0.00037249 0.         0.        ],tr:[0.23606729 0.         1.59728292],pr:[0.76226394 1.99461214 1.39191454],rev:[0.9881 1.9947 2.9887],dbuf:[  3.03018596 788.90771413  26.65137388],ch:[3.94178532 3.90949826 3.96800383],ibuf:[0, 0, 0],rbuf:[  2.04068559 803.32845809  13.58260701]\n",
      "42:r:[  -2.04752302 -169.74306341  -18.28728569],p:[0.17870169 1.49125361 1.6473508 ],op:[0.00035536 0.         0.        ],tr:[0.26232367 0.         1.6186705 ],pr:[0.76137329 1.99328726 1.37020004],rev:[1.0146 1.991  2.9892],dbuf:[  3.07533319 789.06517256  25.54239664],ch:[3.94778125 3.9634851  3.95948192],ibuf:[0, 0, 0],rbuf:[  2.82922826 780.45584632  16.87712021]\n",
      "43:r:[  -2.01531049 -170.02506811  -18.30224633],p:[0.17496495 1.48398271 1.63924949],op:[0.00031904 0.         0.        ],tr:[0.272645   0.         1.61248651],pr:[0.74932146 1.98565524 1.37483845],rev:[1.0133 1.9862 2.9887],dbuf:[  3.06519286 790.76603202  25.94125207],ch:[4.1964546  4.09220157 3.96950511],ibuf:[0, 0, 0],rbuf:[  2.40186584 785.90347873  30.62759294]\n",
      "44:r:[  -1.94242634 -169.73456761  -18.61012833],p:[0.16798619 1.49005441 1.66302811],op:[0.00040899 0.         0.        ],tr:[0.24120645 0.         1.6244817 ],pr:[0.75518544 1.98740873 1.37558003],rev:[0.9863 1.9864 3.0001],dbuf:[  2.97632451 789.07066158  26.52951719],ch:[3.93193971 3.98288636 4.190302  ],ibuf:[0, 0, 0],rbuf:[  4.90510255 775.81621454  31.0102565 ]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "45:r:[  -1.99767108 -169.9990886   -18.34211144],p:[0.17308044 1.50761512 1.64770881],op:[0.00039763 0.         0.        ],tr:[0.24190892 0.         1.60150083],pr:[0.76288437 2.01070854 1.36898072],rev:[0.9941 2.0117 2.9709],dbuf:[  3.04923282 789.69083807  25.80220465],ch:[3.93826973 3.95590179 4.08889625],ibuf:[0, 0, 0],rbuf:[  1.20502947 785.73079999  35.1947573 ]\n",
      "46:r:[  -1.96471551 -170.18906278  -18.84742347],p:[0.17043179 1.51179889 1.6742976 ],op:[0.00037769 0.         0.        ],tr:[0.24066098 0.         1.61579043],pr:[0.75598783 2.01543961 1.39338391],rev:[0.9863 2.0128 3.0082],dbuf:[  2.99119845 790.47335831  27.26521326],ch:[3.97330066 4.02671281 4.06339922],ibuf:[0, 0, 0],rbuf:[  1.613081   759.33472194  25.45127873]\n",
      "47:r:[  -1.9282756  -169.93600821  -18.8437009 ],p:[0.16650766 1.49344052 1.67933553],op:[0.00042961 0.         0.        ],tr:[0.24650604 0.         1.60441924],pr:[0.74821302 1.99313754 1.39734308],rev:[0.9833 1.9966 3.0003],dbuf:[  2.96388725 789.94242017  27.04508338],ch:[4.03544449 4.01923849 3.96463101],ibuf:[0, 0, 0],rbuf:[5.52959285e-01 7.93959365e+02 1.08281267e+01]\n",
      "48:r:[  -1.98745387 -169.61218442  -18.80175894],p:[0.17226574 1.49472626 1.68046388],op:[0.00037885 0.         0.        ],tr:[0.24684661 0.         1.58484666],pr:[0.75391532 1.99519607 1.39727625],rev:[0.9904 1.9968 2.985 ],dbuf:[  3.03148562 788.27187155  26.7902396 ],ch:[4.08743174 3.82673082 3.98394615],ibuf:[0, 0, 0],rbuf:[  2.32568986 809.99865822  39.59900532]\n",
      "49:r:[  -1.98093915 -170.02035924  -18.51297435],p:[0.17208709 1.51501958 1.6577095 ],op:[0.00035641 0.         0.        ],tr:[0.24740791 0.         1.62446019],pr:[0.75786308 2.02060791 1.37641768],rev:[0.9962 2.018  3.0013],dbuf:[  3.00695564 789.50101291  26.25649159],ch:[3.95287763 3.94762049 4.01641684],ibuf:[0, 0, 0],rbuf:[  5.05488223 783.91959207  43.82030197]\n",
      "50:r:[  -2.05303632 -170.41460086  -19.00453297],p:[0.17802073 1.54858018 1.69763105],op:[0.00036906 0.         0.        ],tr:[0.25293213 0.         1.62654379],pr:[0.77173021 2.05467632 1.39695713],rev:[1.0146 2.0539 3.0205],dbuf:[  3.12959009 790.12979727  27.11742293],ch:[3.955091   3.91022716 4.06336251],ibuf:[0, 0, 0],rbuf:[  1.7556549  776.15642168  13.81101235]\n",
      "51:r:[  -1.96918864 -169.37994918  -19.19394876],p:[0.17065663 1.4691173  1.71352228],op:[0.00037181 0.         0.        ],tr:[0.2474253  0.         1.59477276],pr:[0.75155587 1.97121746 1.4144993 ],rev:[0.9898 1.974  3.0107],dbuf:[  3.00480525 788.13505374  27.42885265],ch:[4.05214435 3.95282315 3.84719177],ibuf:[0, 0, 0],rbuf:[  5.41946062 803.98181122  28.0904336 ]\n",
      "52:r:[  -1.96985986 -169.69442537  -18.39446456],p:[0.17085075 1.49093709 1.64650698],op:[0.00040231 0.         0.        ],tr:[0.2524859  0.         1.64011334],pr:[0.74994847 1.99438125 1.36638039],rev:[0.9912 1.9945 3.0052],dbuf:[  2.99917681 788.83464312  26.11204381],ch:[4.09986534 3.96131338 4.17017818],ibuf:[0, 0, 0],rbuf:[  2.80457824 805.16935172  15.15307058]\n",
      "53:r:[  -2.03246771 -170.2071496   -19.04798109],p:[0.17601406 1.4959062  1.67556576],op:[0.00036459 0.         0.        ],tr:[0.24860466 0.         1.59276826],pr:[0.76320802 1.99467618 1.41306511],rev:[1.0024 1.9965 3.0078],dbuf:[  3.1071922  791.19950005  28.21727511],ch:[3.98976466 4.10087982 4.00835155],ibuf:[0, 0, 0],rbuf:[  3.45239171 823.40756102  34.8194366 ]\n",
      "54:r:[  -1.93173856 -170.05159517  -18.23208506],p:[0.16741856 1.5066272  1.64911743],op:[0.00041548 0.         0.        ],tr:[0.23836702 0.         1.62901991],pr:[0.75014606 2.00457048 1.35636754],rev:[0.9781 2.0016 2.9855],dbuf:[  2.94533118 789.99288787  25.19572801],ch:[4.01062459 3.95753291 4.10760419],ibuf:[0, 0, 0],rbuf:[  3.86293357 793.70279087  35.94488071]\n",
      "55:r:[  -2.01234577 -169.74860736  -18.14157744],p:[0.17437261 1.49407002 1.63755176],op:[0.00035239 0.         0.        ],tr:[0.25611787 0.         1.61705575],pr:[0.76456361 1.99758185 1.36315396],rev:[1.0116 1.9968 2.9778],dbuf:[  3.07272886 788.98023593  25.20581694],ch:[3.94737114 3.9434303  3.93852785],ibuf:[0, 0, 0],rbuf:[  2.52403913 785.88429109  11.84778   ]\n",
      "56:r:[  -2.00056207 -170.08164183  -19.3413181 ],p:[0.17396999 1.49740945 1.69396083],op:[0.0003408 0.        0.       ],tr:[0.25334965 0.         1.55191016],pr:[0.75888488 1.99700835 1.44267123],rev:[1.0034 1.9998 2.9977],dbuf:[  3.03037853 790.51183112  28.94815722],ch:[3.95719716 4.10343262 3.74522168],ibuf:[0, 0, 0],rbuf:[  3.01136281 813.80083956  43.03391222]\n",
      "57:r:[  -1.92778751 -170.73547305  -18.29258844],p:[0.16658677 1.5273081  1.64377742],op:[0.00035587 0.         0.        ],tr:[0.24769154 0.         1.62015225],pr:[0.74848968 2.0277551  1.36494328],rev:[0.987  2.0254 2.9856],dbuf:[  2.96123196 792.58504126  25.71184528],ch:[4.0430877  4.15474109 4.10196419],ibuf:[0, 0, 0],rbuf:[  5.39780699 790.24980542  48.07863303]\n",
      "58:r:[  -2.0296347  -170.07047047  -18.66449546],p:[0.17599191 1.51428821 1.67174097],op:[0.00031637 0.         0.        ],tr:[0.25952521 0.         1.58762442],pr:[0.75845869 2.0166796  1.39569157],rev:[1.0091 2.0175 2.9818],dbuf:[  3.09584238 789.78082399  26.45283865],ch:[4.16078819 3.98375937 3.8327743 ],ibuf:[0, 0, 0],rbuf:[  1.4831722  798.45380711  32.91877213]\n",
      "59:r:[  -1.96360105 -170.09913516  -18.745929  ],p:[0.16977889 1.50823955 1.68353601],op:[0.00033764 0.         0.        ],tr:[0.23879422 0.         1.59215282],pr:[0.7584737  2.01033968 1.39367324],rev:[0.9881 2.0084 2.9855],dbuf:[  3.01334413 790.16609399  26.38820455],ch:[4.07170502 3.98184517 3.94566098],ibuf:[0, 0, 0],rbuf:[  2.59739272 779.0570137   29.65813967]\n",
      "60:r:[  -1.96369709 -170.19375657  -18.65044371],p:[0.16955576 1.52574217 1.67221934],op:[0.00041056 0.         0.        ],tr:[0.24190929 0.         1.61990703],pr:[0.75652671 2.02935579 1.38323764],rev:[0.9879 2.032  3.0022],dbuf:[  3.01983241 789.93909584  26.36344482],ch:[3.95338474 3.93135712 4.0394546 ],ibuf:[0, 0, 0],rbuf:[  4.63694583 805.49913038  20.21146144]\n",
      "61:r:[  -1.93517369 -169.8621715   -18.29489846],p:[0.1680896  1.49467767 1.65825547],op:[0.00041849 0.         0.        ],tr:[0.25420257 0.         1.64366427],pr:[0.74601415 1.99390238 1.36115943],rev:[0.9887 1.9926 3.0049],dbuf:[  2.93554486 789.52375088  25.1442737 ],ch:[3.95346686 3.96673988 4.00589648],ibuf:[0, 0, 0],rbuf:[  2.64984708 792.47531804  20.97452137]\n",
      "62:r:[  -2.02133523 -169.5541549   -19.37070921],p:[0.17549422 1.49291613 1.72537737],op:[0.00033281 0.         0.        ],tr:[0.25139089 0.         1.60394796],pr:[0.76715143 2.00192898 1.41881159],rev:[1.01   2.0016 3.0233],dbuf:[  3.07359496 788.05412915  27.83845117],ch:[3.97310174 3.82930378 3.85732957],ibuf:[0, 0, 0],rbuf:[  3.57016703 789.18556227  26.37902979]\n",
      "63:r:[  -1.97839163 -170.15067591  -19.14933304],p:[0.17194399 1.50962908 1.69674417],op:[0.00038529 0.         0.        ],tr:[0.25597835 0.         1.56474042],pr:[0.75116746 2.01007285 1.42206243],rev:[0.9965 2.0096 2.9874],dbuf:[  2.99878679 790.36821623  27.87689843],ch:[4.05164535 3.98655306 3.87250911],ibuf:[0, 0, 0],rbuf:[  3.1022544  784.45701504  32.35053139]\n",
      "64:r:[  -1.99231105 -170.30429837  -19.00577912],p:[0.17340939 1.51740727 1.68936889],op:[0.00032545 0.         0.        ],tr:[0.24893769 0.         1.58347022],pr:[0.75896722 2.01699716 1.40554817],rev:[0.9996 2.0155 2.9885],dbuf:[  3.01216156 790.82520109  27.45414006],ch:[3.96754253 4.06051552 3.94428916],ibuf:[0, 0, 0],rbuf:[  4.156732   769.48536524  27.16658992]\n",
      "65:r:[  -1.98824235 -170.3113752   -19.29516632],p:[0.17307152 1.50437565 1.71177115],op:[0.00041326 0.         0.        ],tr:[0.25685203 0.         1.59896182],pr:[0.75713681 2.00198227 1.42023199],rev:[1.0033 2.0036 3.0176],dbuf:[  3.00182066 791.38184986  28.00498574],ch:[3.92284191 4.06082497 3.89809615],ibuf:[0, 0, 0],rbuf:[  2.82913999 785.66264433  11.22843884]\n",
      "66:r:[  -1.93061378 -169.85684562  -19.16724189],p:[0.16690781 1.49250694 1.69808739],op:[0.00039632 0.         0.        ],tr:[0.2364104 0.        1.5953795],pr:[0.75337456 1.99263508 1.41203584],rev:[0.979  1.9919 3.0098],dbuf:[  2.96090389 789.58395039  27.91271389],ch:[4.00637383 3.95939344 3.96570925],ibuf:[0, 0, 0],rbuf:[  1.49546266 778.31179902  35.0750844 ]\n",
      "67:r:[  -1.9677627  -169.58109378  -19.32561931],p:[0.17044755 1.49137013 1.70653199],op:[0.00039167 0.         0.        ],tr:[0.25160019 0.         1.61854927],pr:[0.75208564 1.9986225  1.41758515],rev:[0.9934 2.0004 3.0344],dbuf:[  3.00524458 788.25066377  28.36681679],ch:[4.05238251 3.8517368  3.98435078],ibuf:[0, 0, 0],rbuf:[  1.77818575 796.08676206  17.7308646 ]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "68:r:[  -1.9776257  -169.94874242  -18.82893161],p:[0.17098021 1.49547976 1.68010369],op:[0.00039311 0.         0.        ],tr:[0.2400443  0.         1.58763812],pr:[0.76095712 2.00149905 1.40027674],rev:[0.9903 2.0008 2.9897],dbuf:[  3.03319543 789.92452173  26.94051055],ch:[4.01658975 3.99706038 3.9342819 ],ibuf:[0, 0, 0],rbuf:[  2.         789.09621574  35.58225925]\n",
      "69:r:[  -2.03090403 -170.00020676  -18.10564344],p:[0.17681732 1.50411077 1.63375484],op:[0.00030232 0.         0.        ],tr:[0.26176215 0.         1.63735947],pr:[0.7546964  2.0074534  1.35396714],rev:[1.0085 2.0117 2.9898],dbuf:[  3.06973481 789.83660293  25.17802376],ch:[4.07404888 3.98450684 4.11611155],ibuf:[0, 0, 0],rbuf:[  1.49124829 831.5622358   20.31621653]\n",
      "70:r:[  -2.00804848 -169.37984965  -18.77287755],p:[0.17439899 1.4879437  1.6687395 ],op:[0.00036995 0.         0.        ],tr:[0.23955379 0.         1.58795999],pr:[0.76892836 1.99423528 1.39689438],rev:[0.9987 1.9929 2.984 ],dbuf:[  3.0494847  787.38150035  27.11480785],ch:[3.87130287 3.85299956 4.02681926],ibuf:[0, 0, 0],rbuf:[  1.86147363 818.20945402  11.77248159]\n",
      "71:r:[  -1.95906103 -170.59842352  -18.17890622],p:[0.16953694 1.52376553 1.63689963],op:[0.00036652 0.         0.        ],tr:[0.24512745 0.         1.64174659],pr:[0.75518977 2.02346807 1.35366498],rev:[0.9906 2.0203 2.9957],dbuf:[  2.99916692 792.04149651  25.41854585],ch:[3.99102327 4.13880708 4.23809644],ibuf:[0, 0, 0],rbuf:[  1.         786.52872911  14.65677317]\n",
      "72:r:[  -2.07377106 -170.05361132  -18.80981396],p:[0.18061499 1.49670166 1.67833853],op:[0.00031715 0.         0.        ],tr:[0.25624963 0.         1.60311851],pr:[0.7654607  1.99585797 1.39279735],rev:[1.0128 1.9957 2.9985],dbuf:[  3.13157003 790.39999022  26.91552858],ch:[4.04894286 4.02962907 3.99721232],ibuf:[0, 0, 0],rbuf:[  1.06252648 784.94904212  40.49822384]\n",
      "73:r:[  -2.00176405 -169.78052149  -18.74785237],p:[0.1736397  1.48593337 1.67538862],op:[0.00034637 0.         0.        ],tr:[0.25135232 0.         1.61410124],pr:[0.75711584 1.98417033 1.3870799 ],rev:[0.9992 1.9855 3.0009],dbuf:[  3.04937743 789.46527276  26.72371688],ch:[4.07605149 4.02299279 4.05179409],ibuf:[0, 0, 0],rbuf:[  1.52695019 798.24572571  37.68689608]\n",
      "74:r:[  -2.00299349 -170.16449753  -18.8990014 ],p:[0.17319657 1.50198253 1.67474774],op:[0.00040394 0.         0.        ],tr:[0.24620142 0.         1.5826855 ],pr:[0.75978347 2.00375852 1.4036201 ],rev:[0.9956 2.0024 2.9854],dbuf:[  3.07094721 790.74318651  27.50509759],ch:[4.03174092 4.1018733  4.0148795 ],ibuf:[0, 0, 0],rbuf:[  5.01336589 784.66057385  28.63085903]\n",
      "75:r:[  -2.03136848 -170.05098586  -18.83028457],p:[0.17701394 1.50914807 1.67773001],op:[0.00035169 0.         0.        ],tr:[0.26068062 0.         1.61033639],pr:[0.75882439 2.00978381 1.39517102],rev:[1.0102 2.0082 3.0062],dbuf:[  3.06221701 789.88900646  27.04222255],ch:[4.00833592 3.99557557 3.99053051],ibuf:[0, 0, 0],rbuf:[  2.89801856 768.82248462  35.55681418]\n",
      "76:r:[  -2.02483207 -169.36471257  -18.50504874],p:[0.17592178 1.47952304 1.65723322],op:[0.00042453 0.         0.        ],tr:[0.25393354 0.         1.60069917],pr:[0.76445075 1.98199096 1.37688069],rev:[1.0075 1.9835 2.9757],dbuf:[  3.07030786 787.6426411   26.23591472],ch:[3.96875978 3.82196436 4.10118704],ibuf:[0, 0, 0],rbuf:[  2.58701582 783.91286022  16.75817717]\n",
      "77:r:[  -2.06822752 -169.86169936  -19.15911012],p:[0.17956632 1.48666846 1.70769298],op:[0.00036541 0.         0.        ],tr:[0.24543342 0.         1.60002993],pr:[0.77803526 1.98757011 1.4120067 ],rev:[1.0141 1.9891 3.0151],dbuf:[  3.14386823 789.84175853  27.48783135],ch:[3.88100106 4.00483438 3.91313667],ibuf:[0, 0, 0],rbuf:[  4.46194649 799.21171858  47.39189674]\n",
      "78:r:[  -1.9901835  -170.08106047  -19.29533337],p:[0.17305428 1.51649561 1.71952542],op:[0.00042615 0.         0.        ],tr:[0.25271411 0.         1.62792599],pr:[0.75752894 2.0215799  1.40769218],rev:[0.9986 2.0215 3.0344],dbuf:[  3.01170022 789.74547797  27.69564991],ch:[3.91033622 3.94530359 4.03256772],ibuf:[0, 0, 0],rbuf:[  3.18818931 798.41271866  35.21017899]\n",
      "79:r:[  -2.01727052 -169.86681767  -18.42340891],p:[0.17559813 1.50541383 1.63622795],op:[0.00039096 0.         0.        ],tr:[0.25372164 0.         1.6231005 ],pr:[0.76140979 2.00553177 1.3785015 ],rev:[1.0046 2.0048 2.9998],dbuf:[  3.04678893 789.11753512  26.66792643],ch:[3.98358607 3.91345439 4.10821237],ibuf:[0, 0, 0],rbuf:[  3.98661647 791.09504252  17.19022863]\n",
      "80:r:[  -1.96173444 -169.86237651  -18.96333069],p:[0.16950299 1.51256234 1.69247583],op:[0.00041624 0.         0.        ],tr:[0.24595447 0.         1.63108013],pr:[0.75327978 2.01528751 1.39565107],rev:[0.9878 2.0151 3.0291],dbuf:[  3.01190301 788.809389    27.11762009],ch:[4.09801402 3.87144369 4.04990954],ibuf:[0, 0, 0],rbuf:[  1.65496527 789.21993878  40.87822026]\n",
      "81:r:[  -1.91798661 -170.24971889  -18.68212393],p:[0.16577892 1.51544721 1.67137321],op:[0.00044186 0.         0.        ],tr:[0.22945099 0.         1.59780472],pr:[0.76266493 2.0161917  1.39108109],rev:[0.9807 2.0167 2.9857],dbuf:[  2.94110184 790.63070605  26.55569135],ch:[3.82200391 3.99769159 3.95894793],ibuf:[0, 0, 0],rbuf:[  2.39852621 794.30293342   9.02012732]\n",
      "82:r:[  -1.99384257 -170.14786841  -18.25789565],p:[0.17296959 1.50887573 1.64638597],op:[0.00034471 0.         0.        ],tr:[0.25046074 0.         1.59855124],pr:[0.75927275 2.0089121  1.36994053],rev:[1.001  2.0094 2.9712],dbuf:[  3.03664114 790.38431268  25.4340396 ],ch:[4.03671849 4.07859599 4.0155022 ],ibuf:[0, 0, 0],rbuf:[  5.74588245 799.18195027  36.10242252]\n",
      "83:r:[  -2.02887167 -170.11993191  -18.76281271],p:[0.17657152 1.48739572 1.67593741],op:[0.00041832 0.         0.        ],tr:[0.25153716 0.         1.61388974],pr:[0.76594543 1.98865803 1.39260082],rev:[1.0059 1.9886 3.0047],dbuf:[  3.06476482 791.1038306   26.77656714],ch:[3.88919725 4.09006737 3.96029078],ibuf:[0, 0, 0],rbuf:[  3.08729914 798.60161395  18.19688072]\n",
      "84:r:[  -2.00014567 -169.77271264  -19.30009098],p:[0.17304662 1.49818406 1.71442515],op:[0.00032271 0.         0.        ],tr:[0.2539597  0.         1.56996638],pr:[0.75293961 2.00076538 1.42718047],rev:[0.9985 1.9988 2.9968],dbuf:[  3.06595492 788.93620078  27.92344903],ch:[4.14835101 3.92966431 3.84144528],ibuf:[0, 0, 0],rbuf:[  2.8585278  778.94785422  14.72844548]\n",
      "85:r:[  -1.92041249 -169.61490721  -19.35366825],p:[0.16540596 1.47849978 1.7151323 ],op:[0.00034686 0.         0.        ],tr:[0.24612141 0.         1.59433255],pr:[0.7466782  1.97610119 1.42082678],rev:[0.9842 1.9771 3.0148],dbuf:[  2.97194962 788.934545    28.16304926],ch:[4.13408558 3.97595467 3.99851055],ibuf:[0, 0, 0],rbuf:[  6.77067995 788.93590486  11.1351757 ]\n",
      "86:r:[  -1.9645801  -169.69030916  -19.05487337],p:[0.17020574 1.50572671 1.69656247],op:[0.00045338 0.         0.        ],tr:[0.23415796 0.         1.61278129],pr:[0.76329036 2.00803235 1.40323213],rev:[0.9847 2.0086 3.0184],dbuf:[  2.99653569 788.22247738  27.41186786],ch:[3.86129474 3.83649709 3.995931  ],ibuf:[0, 0, 0],rbuf:[  2.34131276 794.61241489  35.00093833]\n",
      "87:r:[  -2.03835196 -170.37585128  -18.24148547],p:[0.17802379 1.50183943 1.64597721],op:[0.00036528 0.         0.        ],tr:[0.27475142 0.         1.64648762],pr:[0.75217555 1.99391791 1.35935574],rev:[1.0175 1.9947 3.0061],dbuf:[  3.05619695 791.8056791   25.3683388 ],ch:[4.08473791 4.15990933 4.02424489],ibuf:[0, 0, 0],rbuf:[  4.40474926 802.43328729  37.5673242 ]\n",
      "88:r:[  -2.01380844 -170.02188651  -18.67749184],p:[0.17469754 1.50738101 1.66016618],op:[0.00032987 0.         0.        ],tr:[0.25364769 0.         1.59346625],pr:[0.75850125 2.00572059 1.38987148],rev:[1.0028 2.0038 2.9823],dbuf:[  3.06794606 789.81419198  26.98081208],ch:[4.06269203 3.9705955  4.07412285],ibuf:[0, 0, 0],rbuf:[  1.67500648 783.22742929  27.19010582]\n",
      "89:r:[  -1.92309473 -169.53810782  -18.725527  ],p:[0.16588092 1.49354759 1.68245782],op:[0.00043853 0.         0.        ],tr:[0.23691607 0.         1.64242751],pr:[0.7544788  1.99597799 1.38248069],rev:[0.9796 1.9972 3.0232],dbuf:[  2.96269545 787.94863535  26.32932238],ch:[3.94448103 3.84054546 3.95666772],ibuf:[0, 0, 0],rbuf:[  0.         795.447565    10.10808122]\n",
      "90:r:[  -1.99709373 -170.17490756  -18.26570129],p:[0.17335431 1.50173008 1.63096364],op:[0.00039646 0.         0.        ],tr:[0.25815894 0.         1.62104199],pr:[0.75307825 2.00311944 1.37052674],rev:[1.0007 2.0024 2.9917],dbuf:[  3.0354381  790.80533467  26.08996092],ch:[4.11884573 4.02981922 4.11520872],ibuf:[0, 0, 0],rbuf:[  3.99035966 788.25321106  11.42071663]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "91:r:[  -1.99460679 -169.52397629  -18.6172866 ],p:[0.1732295  1.49076893 1.67138285],op:[0.00035853 0.         0.        ],tr:[0.25545567 0.         1.61458773],pr:[0.75341123 1.99459559 1.38291161],rev:[0.9991 1.9932 2.9975],dbuf:[  3.02951281 787.98912405  26.23111904],ch:[4.06319912 3.85900255 4.05301098],ibuf:[0, 0, 0],rbuf:[5.91293140e-01 7.74297328e+02 1.14273550e+01]\n",
      "92:r:[  -2.00894315 -170.17314741  -18.88748591],p:[0.17427377 1.4856207  1.69760298],op:[0.00034555 0.         0.        ],tr:[0.24865207 0.         1.61115258],pr:[0.76509695 1.98176444 1.39138773],rev:[1.0043 1.9828 3.0036],dbuf:[  3.05994301 791.44090915  26.53331056],ch:[3.9552813  4.19286721 3.95659924],ibuf:[0, 0, 0],rbuf:[  1.87613421 784.65291331  22.02423826]\n",
      "93:r:[  -1.98097605 -170.06003737  -18.75324413],p:[0.17119022 1.4999293  1.67396923],op:[0.00037865 0.         0.        ],tr:[0.25077892 0.         1.63717969],pr:[0.75474289 1.99977322 1.38202734],rev:[0.9955 1.9996 3.0201],dbuf:[  3.04212535 790.30301492  26.8074516 ],ch:[4.07767882 4.05377129 4.10556744],ibuf:[0, 0, 0],rbuf:[  6.56782466 782.9207435   30.95399874]\n",
      "94:r:[  -2.00440153 -169.62801739  -18.24911628],p:[0.17456045 1.49037872 1.63989454],op:[0.00035502 0.         0.        ],tr:[0.2536883 0.        1.6342977],pr:[0.75531691 1.99298968 1.35936494],rev:[0.9993 1.9931 2.9946],dbuf:[  3.02538881 788.52493802  25.64979969],ch:[4.02073051 3.94598491 4.18784393],ibuf:[0, 0, 0],rbuf:[  4.00580409 784.02397031  40.32760667]\n",
      "95:r:[  -1.9963213  -169.8654113   -18.45502694],p:[0.1741749  1.49372901 1.67765351],op:[0.00037625 0.         0.        ],tr:[0.25711726 0.         1.66440791],pr:[0.7547322  1.99383549 1.35690627],rev:[1.0021 1.9953 3.0195],dbuf:[  2.99956062 789.57789598  25.16899435],ch:[3.96901073 3.94539093 4.10441373],ibuf:[0, 0, 0],rbuf:[  2.57328797 798.66902901  22.18581652]\n",
      "96:r:[  -1.97291548 -170.05047658  -18.20507482],p:[0.1710007  1.51809606 1.6419984 ],op:[0.00040464 0.         0.        ],tr:[0.25404489 0.         1.64907773],pr:[0.75461999 2.01727976 1.35523873],rev:[0.9984 2.015  3.0069],dbuf:[  3.00836359 789.52854039  25.34543828],ch:[4.01878048 3.90524366 4.0826529 ],ibuf:[0, 0, 0],rbuf:[  3.66463546 775.87145342  48.02117266]\n",
      "97:r:[  -1.94648901 -169.56685448  -18.65838057],p:[0.16852401 1.49313009 1.66654925],op:[0.00039261 0.         0.        ],tr:[0.24698334 0.         1.61831259],pr:[0.74828488 1.99535281 1.38334553],rev:[0.9845 1.9952 2.9984],dbuf:[  2.97578052 788.10906865  26.62993283],ch:[4.05251115 3.84662237 4.04984785],ibuf:[0, 0, 0],rbuf:[  0.         774.34332944  15.44003547]\n",
      "98:r:[  -1.97627752 -169.05534692  -19.11360662],p:[0.17112849 1.46776545 1.70418474],op:[0.00039221 0.         0.        ],tr:[0.25349268 0.         1.57938553],pr:[0.75377251 1.97285458 1.41264671],rev:[0.9971 1.9737 2.9927],dbuf:[  3.02055945 786.56611677  27.40064342],ch:[4.05844341 3.84061286 3.90525326],ibuf:[0, 0, 0],rbuf:[  3.89087915 782.79754044  22.11766567]\n",
      "99:r:[  -1.9643683  -170.16732854  -18.93968063],p:[0.17065425 1.49907161 1.68398174],op:[0.00039236 0.         0.        ],tr:[0.25955589 0.         1.60216365],pr:[0.74799877 1.99644237 1.40400749],rev:[0.9973 1.9976 3.0079],dbuf:[  2.97997704 790.87377819  27.3391334 ],ch:[4.03092012 4.08520603 3.91820167],ibuf:[0, 0, 0],rbuf:[  6.71499924 794.37385791  39.40630489]\n",
      "---------5------------\n",
      "[{'id': '1', 'model': 'AR', 'num_r': 4, 'rate': 1.0, 'dis': 100, 'action_bound': 2, 'data_buf_size': 100, 't_factor': 0.8, 'penalty': 1000}, {'id': '2', 'model': 'AR', 'num_r': 4, 'rate': 2.0, 'dis': 100, 'action_bound': 2, 'data_buf_size': 100, 't_factor': 0.8, 'penalty': 1000}, {'id': '3', 'model': 'AR', 'num_r': 4, 'rate': 3.0, 'dis': 100, 'action_bound': 2, 'data_buf_size': 100, 't_factor': 0.8, 'penalty': 1000}]\n",
      "INFO:tensorflow:Restoring parameters from model_M_08_nB/my_train_model_5-2000\n",
      "Initialization OK!----> user 1\n",
      "INFO:tensorflow:Restoring parameters from model_M_08_nB/my_train_model_5-2000\n",
      "Initialization OK!----> user 2\n",
      "INFO:tensorflow:Restoring parameters from model_M_08_nB/my_train_model_5-2000\n",
      "Initialization OK!----> user 3\n",
      "0:r:[ -1.90367532  -8.37996075 -30.73718869],p:[0.18176868 0.66571483 1.47545824],op:[1.23482606e-03 2.36783303e-17 3.18836011e-05],tr:[0.24942699 0.81212421 1.21861617],pr:[0.77167107 1.21392294 1.79182713],rev:[0.9962 2.0279 3.0244],dbuf:[ 2.19823648 15.27121048 94.66633849],ch:[3.93635836 3.97247463 3.97048612],ibuf:[0, 0, 0],rbuf:[  3.6016489   18.52861974 140.69756118]\n",
      "1:r:[ -1.96981999  -8.24868953 -30.55544457],p:[0.1872474  0.65758296 1.48339907],op:[0.00107605 0.         0.        ],tr:[0.25373159 0.80334375 1.20753283],pr:[0.78000597 1.20717534 1.79111703],rev:[1.0109 2.0101 2.991 ],dbuf:[ 2.31616207 14.94012911 93.44125994],ch:[4.0209375  3.95820854 3.96487181],ibuf:[0, 0, 0],rbuf:[ 1.         14.337736   64.19898072]\n",
      "2:r:[ -1.90796437  -8.301857   -30.3971175 ],p:[0.18179369 0.66021378 1.47743894],op:[1.24686705e-03 0.00000000e+00 6.33492307e-05],tr:[0.25212238 0.80682856 1.22530909],pr:[0.76990013 1.20853226 1.78777086],rev:[0.9966 2.0145 3.0149],dbuf:[ 2.21819963 15.100734   92.88549603],ch:[3.93924079 3.90944043 3.97810346],ibuf:[0, 0, 0],rbuf:[ 4.03244387  5.7295243  85.85882934]\n",
      "3:r:[ -1.89449545  -8.21574257 -29.31713051],p:[0.18049208 0.65751503 1.43149773],op:[0.00102831 0.         0.        ],tr:[0.25619955 0.82447571 1.21220743],pr:[0.76289455 1.2003019  1.76896297],rev:[0.9982 2.0253 2.985 ],dbuf:[ 2.21166147 14.77811165 89.32574353],ch:[4.08932102 4.07328284 4.06217086],ibuf:[0, 0, 0],rbuf:[  6.4273366   10.95350839 124.15486361]\n",
      "4:r:[ -1.86495475  -8.42959587 -30.7764651 ],p:[0.17785571 0.67105263 1.4979126 ],op:[0.00109233 0.         0.        ],tr:[0.24866963 0.78195878 1.18611749],pr:[0.75915137 1.22625832 1.80431228],rev:[0.9838 2.0088 2.9858],dbuf:[ 2.16685217 15.30587416 93.96582151],ch:[3.98145717 3.87736641 3.84106199],ibuf:[0, 0, 0],rbuf:[ 3.34690534 16.78251132 77.85710152]\n",
      "5:r:[ -1.93189341  -8.25440928 -29.51363727],p:[0.18395887 0.65708227 1.44838557],op:[0.00101109 0.         0.        ],tr:[0.25551831 0.7900989  1.2118556 ],pr:[0.7716151  1.2113164  1.77888257],rev:[1.0054 2.0014 2.9929],dbuf:[ 2.2606685  14.98875554 89.63276334],ch:[4.02632457 4.0399188  4.17356116],ibuf:[0, 0, 0],rbuf:[ 0.267122   16.62950409 99.4753789 ]\n",
      "6:r:[ -1.94633131  -8.23896424 -30.27625412],p:[0.18519608 0.65613627 1.4815232 ],op:[0.0009334 0.        0.       ],tr:[0.25974717 0.80697325 1.20899817],pr:[0.77277379 1.2075212  1.79689261],rev:[1.0139 2.0144 3.0037],dbuf:[ 2.28647745 14.94937047 92.12034245],ch:[4.07829413 4.05232913 3.9866484 ],ibuf:[0, 0, 0],rbuf:[ 1.25950982 15.68508198 77.56765538]\n",
      "7:r:[ -1.95535004  -7.98781751 -31.07593492],p:[0.18491771 0.6377552  1.49584965],op:[0.00103845 0.         0.        ],tr:[0.25321205 0.81597517 1.20794492],pr:[0.77338389 1.1851345  1.80076354],rev:[1.0039 2.001  3.0119],dbuf:[ 2.33850386 14.42887975 95.54568855],ch:[3.9452379  4.10810363 3.8968822 ],ibuf:[0, 0, 0],rbuf:[  1.69547906  14.58841615 109.48301068]\n",
      "8:r:[ -1.8753342   -8.27505427 -29.98251858],p:[0.17876919 0.65930301 1.47304337],op:[0.00118162 0.         0.        ],tr:[0.24840657 0.80699086 1.23029164],pr:[0.76695743 1.21102855 1.78678788],rev:[0.9913 2.0176 3.0176],dbuf:[ 2.17863836 15.00315093 90.99085808],ch:[3.9405433  3.89273033 4.00270568],ibuf:[0, 0, 0],rbuf:[  1.22790487  10.39434455 114.68787726]\n",
      "9:r:[ -1.9935949   -8.46334501 -31.09198836],p:[0.18929286 0.66888112 1.48610161],op:[0.00108794 0.         0.        ],tr:[0.2586247  0.76636742 1.17104225],pr:[0.78372071 1.23522807 1.80202223],rev:[1.02   2.0021 2.9715],dbuf:[ 2.35274234 15.56148012 96.01587746],ch:[3.9857207  3.85346783 3.93418943],ibuf:[0, 0, 0],rbuf:[ 3.76872774 15.43948289 99.0430966 ]\n",
      "10:r:[ -1.8958074   -8.21461551 -30.39740485],p:[0.18034509 0.65114846 1.47511426],op:[0.00107357 0.         0.        ],tr:[0.25211951 0.77146289 1.22022253],pr:[0.76249102 1.21551487 1.79344229],rev:[0.9915 1.9876 3.0128],dbuf:[ 2.2222905  15.02713931 92.98245386],ch:[4.09777281 3.91503339 4.00366315],ibuf:[0, 0, 0],rbuf:[ 1.11923045 21.66191632 90.39485374]\n",
      "11:r:[ -1.96638764  -7.70370903 -29.65847555],p:[0.18706706 0.61856358 1.46773084],op:[0.00100592 0.         0.        ],tr:[0.26756697 0.79135968 1.22161413],pr:[0.76809867 1.1684187  1.78146947],rev:[1.0147 1.9594 3.0003],dbuf:[ 2.30901918 13.77600213 89.5831441 ],ch:[4.11653565 4.1107302  3.9981893 ],ibuf:[0, 0, 0],rbuf:[ 2.32242653 17.87815481 62.55889073]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "12:r:[ -1.89892593  -8.32357275 -30.1767228 ],p:[0.18146977 0.65869985 1.46609115],op:[0.00116164 0.         0.        ],tr:[0.24875606 0.77307502 1.20493547],pr:[0.76830445 1.22463056 1.79001109],rev:[0.9933 1.9978 2.9988],dbuf:[ 2.18937317 15.26986971 92.23996789],ch:[3.96100924 3.84952244 3.9669404 ],ibuf:[0, 0, 0],rbuf:[  3.42889191  18.82231799 101.09329155]\n",
      "13:r:[ -1.91969195  -8.41113128 -30.49430427],p:[0.18274521 0.66735763 1.46674108],op:[0.00107541 0.         0.        ],tr:[0.25306823 0.80181898 1.20796786],pr:[0.7668934  1.21511582 1.79115698],rev:[0.9976 2.0171 2.9974],dbuf:[ 2.24563474 15.36135102 93.80187836],ch:[4.07092889 3.95936659 4.00743228],ibuf:[0, 0, 0],rbuf:[ 3.92642724 20.4743767  83.84486077]\n",
      "14:r:[ -1.91061421  -8.21590275 -29.10321786],p:[0.18220156 0.65141973 1.4191566 ],op:[1.09451286e-03 0.00000000e+00 3.05518569e-05],tr:[0.2473876  0.78927371 1.22016508],pr:[0.77166806 1.21060679 1.76502438],rev:[0.9968 1.9986 2.9832],dbuf:[ 2.22122801 15.02272473 88.74860313],ch:[3.93783009 3.9374247  4.0306536 ],ibuf:[0, 0, 0],rbuf:[ 1.22623608  7.66935593 66.09046675]\n",
      "15:r:[ -1.89790958  -8.17443637 -30.03841668],p:[0.18105938 0.6503975  1.46535703],op:[0.0011448 0.        0.       ],tr:[0.23896762 0.79746385 1.20893308],pr:[0.76974152 1.20344635 1.78862744],rev:[0.9847 2.001  3.0014],dbuf:[ 2.2013809  14.85628184 91.5778024 ],ch:[3.889904   4.0822464  4.05597338],ibuf:[0, 0, 0],rbuf:[  2.           8.56738568 104.48531835]\n",
      "16:r:[ -1.98450157  -8.32260996 -30.94003442],p:[0.18903339 0.66266297 1.50080238],op:[0.0010248 0.        0.       ],tr:[0.25403431 0.79563703 1.1972797 ],pr:[0.77972639 1.21561732 1.80366075],rev:[1.0117 2.0133 3.0014],dbuf:[ 2.32018007 15.10653085 94.6680768 ],ch:[3.94072848 3.94949084 3.88467181],ibuf:[0, 0, 0],rbuf:[  3.15799002  29.02384692 109.08084708]\n",
      "17:r:[ -1.91668709  -8.21124463 -29.97491449],p:[0.18234902 0.64773073 1.44665546],op:[0.00108172 0.         0.        ],tr:[0.24956343 0.76380487 1.23391865],pr:[0.76728137 1.22258814 1.77818323],rev:[0.9938 1.9847 3.0102],dbuf:[ 2.24620611 15.14699385 92.00835412],ch:[3.92195635 3.82509304 4.05864035],ibuf:[0, 0, 0],rbuf:[ 1.69121966 12.09378934 90.0620682 ]\n",
      "18:r:[ -1.88807652  -7.96909643 -30.28538618],p:[0.1791802  0.63863337 1.48550879],op:[0.00104837 0.         0.        ],tr:[0.25082809 0.80937434 1.20698428],pr:[0.75996758 1.18381822 1.79671512],rev:[0.9882 1.9929 3.0032],dbuf:[ 2.23123984 14.30014717 92.00657921],ch:[4.06287597 4.07501772 3.90573299],ibuf:[0, 0, 0],rbuf:[ 3.33300569  9.16825922 85.06805995]\n",
      "19:r:[ -1.90225727  -8.23184142 -30.7072124 ],p:[0.18156665 0.65344881 1.49770736],op:[0.00114291 0.         0.        ],tr:[0.24877352 0.79964919 1.20438781],pr:[0.76866437 1.20664398 1.80237224],rev:[0.9936 2.0078 3.0079],dbuf:[ 2.20290373 15.02125467 93.62776773],ch:[4.01679783 4.01163968 4.01790633],ibuf:[0, 0, 0],rbuf:[ 0.         24.23659816 96.46760227]\n",
      "20:r:[ -1.92986878  -8.13134864 -29.35695453],p:[0.1841828  0.64318278 1.44421133],op:[0.00103253 0.         0.        ],tr:[0.25378662 0.78116615 1.21746461],pr:[0.7729965  1.20676961 1.77406016],rev:[1.0056 1.9886 2.9914],dbuf:[ 2.24073073 14.92943216 89.01631946],ch:[3.9878135  3.91234744 4.11821869],ibuf:[0, 0, 0],rbuf:[ 4.43596233 30.87898779 95.21990446]\n",
      "21:r:[ -1.96399681  -8.34766738 -31.21296443],p:[0.18700191 0.66639817 1.4865328 ],op:[0.00116285 0.         0.        ],tr:[0.25546654 0.81242988 1.20772512],pr:[0.77850005 1.21437056 1.80028834],rev:[1.0104 2.0257 3.0091],dbuf:[ 2.29339357 15.08241027 96.60351004],ch:[3.92641388 3.96521212 3.95630429],ibuf:[0, 0, 0],rbuf:[  5.7204552   19.87462206 106.08530298]\n",
      "22:r:[ -1.97005551  -8.01284987 -28.89483401],p:[0.18736932 0.63955532 1.4329864 ],op:[1.12160327e-03 0.00000000e+00 4.00984462e-05],tr:[0.24785339 0.80473517 1.20758048],pr:[0.77996056 1.18879446 1.76863814],rev:[1.0037 1.9923 2.9748],dbuf:[ 2.31064068 14.48203652 87.1531101 ],ch:[3.8076871  4.03642457 4.00732869],ibuf:[0, 0, 0],rbuf:[ 0.20400798  7.57828596 94.4363059 ]\n",
      "23:r:[ -1.92737202  -8.1768815  -31.01526508],p:[0.18349752 0.65198398 1.49314161],op:[0.00105625 0.         0.        ],tr:[0.25408785 0.81205872 1.20917539],pr:[0.7678158  1.20025506 1.80291841],rev:[0.9998 2.0135 3.0098],dbuf:[ 2.25470932 14.80504834 95.35066086],ch:[4.03543669 4.01162767 3.88155761],ibuf:[0, 0, 0],rbuf:[ 1.31588731 19.4405149  71.49834639]\n",
      "24:r:[ -1.91037323  -8.28956474 -30.7025611 ],p:[0.18196542 0.65643194 1.48334387],op:[0.00106007 0.         0.        ],tr:[0.24962883 0.78982718 1.23372846],pr:[0.76971966 1.21895295 1.79445084],rev:[0.9969 2.0091 3.0338],dbuf:[ 2.23084663 15.19054613 94.17905062],ch:[3.93081173 3.84058878 4.0365437 ],ibuf:[0, 0, 0],rbuf:[  0.          22.6392448  127.70538342]\n",
      "25:r:[ -1.95446089  -8.43503108 -32.50389927],p:[0.18542121 0.67338552 1.5293337 ],op:[0.00104723 0.         0.        ],tr:[0.25707063 0.80853123 1.20526993],pr:[0.76930161 1.21730901 1.82312309],rev:[1.005  2.0244 3.0237],dbuf:[  2.31356693  15.2397347  101.34614817],ch:[4.06970601 4.02519085 3.91632462],ibuf:[0, 0, 0],rbuf:[ 1.          8.23683159 80.77521689]\n",
      "26:r:[ -1.9775816   -8.14261647 -28.89224084],p:[0.18831008 0.64780313 1.40702092],op:[0.00101869 0.         0.        ],tr:[0.2619264  0.8127758  1.19263776],pr:[0.7756638  1.19479709 1.76513907],rev:[1.0161 2.0088 2.9575],dbuf:[ 2.31475695 14.80095724 88.18036736],ch:[3.98608772 3.9951909  3.99922489],ibuf:[0, 0, 0],rbuf:[ 2.45128693 20.50797193 78.00691029]\n",
      "27:r:[ -1.88822357  -7.91032674 -28.59089179],p:[0.17951316 0.62686649 1.41665856],op:[0.00121623 0.         0.        ],tr:[0.24714903 0.78431817 1.19970158],pr:[0.76333131 1.18899137 1.76353118],rev:[0.9848 1.9732 2.9651],dbuf:[ 2.2119425  14.4769742  86.28811672],ch:[3.96611122 3.93660929 4.0044487 ],ibuf:[0, 0, 0],rbuf:[ 1.83207743 19.41261752 96.6793055 ]\n",
      "28:r:[ -1.88105336  -7.99085612 -29.69102193],p:[0.17914575 0.63734779 1.45603945],op:[0.00098209 0.         0.        ],tr:[0.25629972 0.80393148 1.23087191],pr:[0.75698665 1.18810844 1.77900851],rev:[0.9922 1.9921 3.0055],dbuf:[ 2.20015299 14.4603691  90.21353146],ch:[4.17613492 4.04443791 4.13017346],ibuf:[0, 0, 0],rbuf:[ 4.9100305  20.01341095 52.87511045]\n",
      "29:r:[ -1.88636378  -8.37122275 -30.03880838],p:[0.17955802 0.66652056 1.46438494],op:[0.00118815 0.         0.        ],tr:[0.24287826 0.80717913 1.20754093],pr:[0.76708448 1.21369012 1.78813229],rev:[0.985  2.021  3.0018],dbuf:[ 2.20197232 15.19529129 91.61864444],ch:[4.0068081  3.9712195  3.98915305],ibuf:[0, 0, 0],rbuf:[  1.47335159  21.32091453 114.14298027]\n",
      "30:r:[ -1.97846422  -8.07511402 -32.0172751 ],p:[0.18760008 0.64429643 1.53958805],op:[0.00103444 0.         0.        ],tr:[0.25200596 0.80442022 1.18083743],pr:[0.77810029 1.18849527 1.82677256],rev:[1.0078 1.9927 3.0065],dbuf:[ 2.34694022 14.60371281 98.5028535 ],ch:[3.96552614 4.15417703 3.8015012 ],ibuf:[0, 0, 0],rbuf:[  1.28794843  19.16597108 103.04310049]\n",
      "31:r:[ -1.89524211  -8.33280064 -31.10677763],p:[0.17964989 0.6594435  1.49659967],op:[0.0011783 0.        0.       ],tr:[0.24524942 0.79291622 1.21013745],pr:[0.76474701 1.21723288 1.80380812],rev:[0.9854 2.009  3.0125],dbuf:[ 2.24308288 15.28626327 95.66990149],ch:[4.05740239 3.95377011 4.03152138],ibuf:[0, 0, 0],rbuf:[ 1.48576911  7.67492255 88.58745828]\n",
      "32:r:[ -1.91239351  -8.00521121 -29.20179465],p:[0.18170954 0.63889604 1.43997514],op:[0.00100524 0.         0.        ],tr:[0.25647206 0.81769029 1.19228312],pr:[0.76167653 1.18327524 1.77692831],rev:[0.9966 2.0009 2.9676],dbuf:[ 2.25337641 14.47021437 88.40996782],ch:[4.09292976 4.09330731 3.93744557],ibuf:[0, 0, 0],rbuf:[ 4.35416911  7.01969138 72.47315185]\n",
      "33:r:[ -1.96857712  -7.94842462 -30.1498486 ],p:[0.18756014 0.62905804 1.47017466],op:[0.00099505 0.         0.        ],tr:[0.25489537 0.78952981 1.21912142],pr:[0.77680845 1.19239012 1.78847285],rev:[1.0105 1.9837 3.0098],dbuf:[ 2.30067793 14.57980137 91.9422565 ],ch:[3.86207353 4.0052372  3.9294155 ],ibuf:[0, 0, 0],rbuf:[ 2.65401326 24.82038653 94.5304126 ]\n",
      "34:r:[ -1.93334038  -8.10202824 -29.08426513],p:[0.18395575 0.6441284  1.41481166],op:[0.00109177 0.         0.        ],tr:[0.25425306 0.7817082  1.2304077 ],pr:[0.7716709  1.20243221 1.76261292],rev:[1.0027 1.9839 2.9922],dbuf:[ 2.26480106 14.74500537 88.82885926],ch:[4.03014525 3.97511221 4.24533841],ibuf:[0, 0, 0],rbuf:[ 0.40076023 22.41633816 86.32419255]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "35:r:[ -1.93985638  -8.03834123 -29.4965136 ],p:[0.18539898 0.64146704 1.44625284],op:[0.0010837 0.        0.       ],tr:[0.25682867 0.80016528 1.20642685],pr:[0.77116125 1.19343978 1.77557461],rev:[1.0052 1.9937 2.9836],dbuf:[ 2.23997471 14.53302443 89.63245427],ch:[3.94887134 4.00873241 3.97132415],ibuf:[0, 0, 0],rbuf:[  2.44395677  23.36573463 102.30965334]\n",
      "36:r:[ -1.95659025  -8.28194553 -29.63835998],p:[0.18607722 0.65446056 1.45069825],op:[0.00104816 0.         0.        ],tr:[0.25893209 0.79113772 1.2271429 ],pr:[0.77316473 1.20948914 1.77064036],rev:[1.0096 1.9992 2.9955],dbuf:[ 2.29793603 15.23130532 90.16386997],ch:[4.02149698 3.96539453 4.16879108],ibuf:[0, 0, 0],rbuf:[ 2.47631966  9.09712003 79.4770173 ]\n",
      "37:r:[ -1.94986455  -8.11383355 -30.54325551],p:[0.1859402  0.64094115 1.48700978],op:[9.14606302e-04 0.00000000e+00 1.63075148e-05],tr:[0.26100215 0.77258355 1.21091337],pr:[0.76971681 1.20705538 1.7970861 ],rev:[1.0109 1.9801 3.002 ],dbuf:[ 2.2751307  14.9315216  93.23523385],ch:[4.03499286 3.96478403 3.98218804],ibuf:[0, 0, 0],rbuf:[ 0.3026478  13.70775744 19.94924706]\n",
      "38:r:[ -1.91292549  -8.13415511 -29.71647703],p:[0.18217701 0.6481553  1.45528503],op:[0.00122627 0.         0.        ],tr:[0.24863096 0.82034316 1.19679468],pr:[0.77249893 1.19168076 1.77836005],rev:[0.9958 2.0113 2.9821],dbuf:[ 2.22849631 14.74456343 90.37098394],ch:[3.91401948 4.07652066 3.97486479],ibuf:[0, 0, 0],rbuf:[ 0.46319016  6.46862287 89.40199717]\n",
      "39:r:[ -1.93913824  -8.1490158  -29.0603774 ],p:[0.18488496 0.64966375 1.43559044],op:[0.00120842 0.         0.00019519],tr:[0.24068221 0.79350754 1.2131608 ],pr:[0.77641295 1.20058648 1.76511783],rev:[0.9914 1.9945 2.9768],dbuf:[ 2.25195601 14.7585289  87.87046194],ch:[3.81862043 4.00204393 4.18690325],ibuf:[0, 0, 0],rbuf:[ 1.21847868 10.52835695 82.71226167]\n",
      "40:r:[ -1.93933569  -8.14170481 -30.39296469],p:[0.18418818 0.65229413 1.48640543],op:[0.00099917 0.         0.        ],tr:[0.26151305 0.82264597 1.22874281],pr:[0.76671625 1.19502737 1.7963245 ],rev:[1.0075 2.0179 3.0246],dbuf:[ 2.28918458 14.61675881 92.50860629],ch:[4.11189976 4.05499961 4.00702977],ibuf:[0, 0, 0],rbuf:[ 5.6709331  12.79497802 78.03922219]\n",
      "41:r:[ -2.01997811  -8.14973427 -29.86113715],p:[0.19206112 0.64757337 1.46185178],op:[0.00114199 0.         0.        ],tr:[0.24662848 0.77562247 1.20581865],pr:[0.79407161 1.20967437 1.7830898 ],rev:[1.017  1.9867 2.9918],dbuf:[ 2.37176644 14.84573641 90.83161451],ch:[3.74079475 3.88354683 3.9919278 ],ibuf:[0, 0, 0],rbuf:[  1.20870834  26.82655004 106.95474288]\n",
      "42:r:[ -1.97921081  -8.39558691 -29.83290023],p:[0.18730177 0.67223917 1.46648099],op:[0.0010768 0.        0.       ],tr:[0.24651664 0.83007759 1.23966073],pr:[0.78065541 1.20755705 1.78131108],rev:[1.0048 2.0359 3.0183],dbuf:[ 2.36091145 15.08836768 90.50526137],ch:[3.97677501 4.05812789 4.20426541],ibuf:[0, 0, 0],rbuf:[ 4.58276569  9.48012558 80.23662016]\n",
      "43:r:[ -2.00709953  -8.15409848 -29.58329274],p:[0.1897563  0.65244938 1.46149495],op:[0.00112303 0.         0.        ],tr:[0.25852169 0.82724148 1.22266433],pr:[0.77994007 1.1923674  1.78365493],rev:[1.0141 2.0209 3.0081],dbuf:[ 2.40032428 14.67251725 89.45666569],ch:[3.87576757 4.05801216 3.97382811],ibuf:[0, 0, 0],rbuf:[ 1.18944552 22.39136963 98.0440097 ]\n",
      "44:r:[ -1.87687851  -8.06231029 -28.51118199],p:[0.17937013 0.64823129 1.41627937],op:[0.001136 0.       0.      ],tr:[0.25416335 0.83092834 1.22964207],pr:[0.76395832 1.18538578 1.75471236],rev:[0.9937 2.0152 2.9849],dbuf:[ 2.16414725 14.38229997 85.90473504],ch:[4.01732046 4.01657309 4.08131254],ibuf:[0, 0, 0],rbuf:[  0.          11.25018384 103.49971508]\n",
      "45:r:[ -1.94348897  -8.11885165 -29.69275345],p:[0.18522599 0.64597168 1.44699282],op:[0.0010617 0.        0.       ],tr:[0.25545577 0.81225214 1.21896317],pr:[0.77272775 1.19286586 1.77826709],rev:[1.0057 2.0048 2.9971],dbuf:[ 2.2659373  14.75539111 90.58405451],ch:[3.97773233 4.0633432  4.01038059],ibuf:[0, 0, 0],rbuf:[  0.96112903   8.07022983 102.19715153]\n",
      "46:r:[ -1.9284203   -8.25528183 -31.52600943],p:[0.18373222 0.65610365 1.5082515 ],op:[0.00110357 0.         0.        ],tr:[0.25179322 0.80121336 1.19717209],pr:[0.77238858 1.20956738 1.80984584],rev:[1.0012 2.0116 3.0048],dbuf:[ 2.24867004 15.03226296 97.29998722],ch:[4.00854863 4.02039651 3.91683687],ibuf:[0, 0, 0],rbuf:[ 2.94361495 16.26284006 80.01788441]\n",
      "47:r:[ -1.89126858  -8.09882786 -30.06841082],p:[0.17983132 0.6486322  1.46009747],op:[0.00102082 0.         0.        ],tr:[0.26239885 0.83160287 1.21862084],pr:[0.75804561 1.18668415 1.78305975],rev:[0.9985 2.0187 3.0011],dbuf:[ 2.22225717 14.54885136 91.93815514],ch:[4.2514881  4.25697642 4.0454188 ],ibuf:[0, 0, 0],rbuf:[ 0.         20.39260648 74.21195797]\n",
      "48:r:[ -1.88770373  -8.09648543 -30.54658529],p:[0.18002829 0.64588593 1.47809707],op:[0.0010095 0.        0.       ],tr:[0.24572195 0.80321976 1.18848517],pr:[0.76759788 1.19527744 1.79770872],rev:[0.9931 1.9979 2.987 ],dbuf:[ 2.19700685 14.64699002 93.60904376],ch:[4.00619566 4.09349818 3.88769032],ibuf:[0, 0, 0],rbuf:[ 1.48710122 14.42061476 82.27314017]\n",
      "49:r:[ -2.0174048   -8.08787789 -31.65695417],p:[0.19139083 0.65119168 1.52371585],op:[0.00111217 0.         0.        ],tr:[0.25673479 0.82593623 1.21086352],pr:[0.78396792 1.18273945 1.81619012],rev:[1.018  2.0092 3.0287],dbuf:[ 2.38690408 14.39172219 97.33613684],ch:[3.93842536 4.16191252 3.89458844],ibuf:[0, 0, 0],rbuf:[ 5.21015553 19.66379545 98.73671699]\n",
      "50:r:[ -1.94327243  -8.25346035 -30.31626624],p:[0.18481452 0.65607231 1.48048171],op:[1.11145086e-03 0.00000000e+00 2.15092295e-05],tr:[0.24824086 0.78835421 1.20291643],pr:[0.77420168 1.21500313 1.79107008],rev:[0.9989 2.0031 2.9982],dbuf:[ 2.27932311 15.02440938 92.36120245],ch:[4.03587738 3.90212959 4.00278717],ibuf:[0, 0, 0],rbuf:[  1.          17.09030929 142.01497597]\n",
      "51:r:[ -1.92214267  -8.406219   -29.93367642],p:[0.18332298 0.66510305 1.45562448],op:[0.00105316 0.         0.        ],tr:[0.26096649 0.7907744  1.21199712],pr:[0.76881096 1.22316395 1.78506518],rev:[1.008  2.013  2.9958],dbuf:[ 2.23566778 15.42697297 91.44340297],ch:[4.10342791 3.89570202 3.94805895],ibuf:[0, 0, 0],rbuf:[  1.51158008   7.70687418 129.39202372]\n",
      "52:r:[ -1.86601119  -7.83706713 -30.27200794],p:[0.17816438 0.6238479  1.46951016],op:[0.00106762 0.         0.        ],tr:[0.24597709 0.77811818 1.20602878],pr:[0.75958509 1.18400444 1.79221307],rev:[0.9826 1.963  2.9962],dbuf:[ 2.16077591 14.23141959 92.57963341],ch:[3.95867739 3.98979225 3.9453921 ],ibuf:[0, 0, 0],rbuf:[  1.69771965  16.48064936 108.97351647]\n",
      "53:r:[ -1.96117959  -8.07252405 -30.06831984],p:[0.18641854 0.6436756  1.46427776],op:[0.0010323 0.        0.       ],tr:[0.25293122 0.79667545 1.22384581],pr:[0.77445044 1.19591099 1.78664691],rev:[1.0061 1.9917 3.0108],dbuf:[ 2.30786439 14.6155964  91.77048862],ch:[4.04371826 4.02297608 4.09238945],ibuf:[0, 0, 0],rbuf:[  3.53098346   7.61624587 112.04636145]\n",
      "54:r:[ -1.96431482  -8.31299846 -31.54883638],p:[0.18706987 0.66311379 1.51713868],op:[0.00096777 0.         0.        ],tr:[0.25754427 0.80960459 1.19732441],pr:[0.77186679 1.20970735 1.81623409],rev:[1.0087 2.0195 3.0082],dbuf:[ 2.30006861 15.04044081 97.05863468],ch:[4.05085106 4.02289356 3.93206853],ibuf:[0, 0, 0],rbuf:[ 2.03060025  9.49685783 58.46130541]\n",
      "55:r:[ -1.98767312  -8.22788626 -28.50961969],p:[0.1899135  0.64940775 1.41322058],op:[0.00100238 0.         0.        ],tr:[0.25637924 0.77785159 1.21420442],pr:[0.77891818 1.21231738 1.76100792],rev:[1.0136 1.9903 2.9781],dbuf:[ 2.30173051 15.16312129 86.01927532],ch:[3.94388776 3.92172884 4.12247007],ibuf:[0, 0, 0],rbuf:[ 1.32389326 10.80716451 87.33784467]\n",
      "56:r:[ -1.93270608  -8.20954871 -29.53500328],p:[0.18447311 0.65226653 1.44363641],op:[0.00105637 0.         0.        ],tr:[0.25260255 0.79936758 1.20930636],pr:[0.77130967 1.20190511 1.77705523],rev:[1.0018 2.0017 2.9886],dbuf:[ 2.24235148 14.95708229 89.9295601 ],ch:[3.98921225 3.88840846 4.04399279],ibuf:[0, 0, 0],rbuf:[  0.33962897  15.08030081 109.72200155]\n",
      "57:r:[ -1.97856336  -8.1138107  -32.06461383],p:[0.18786879 0.64023533 1.54778737],op:[0.00109783 0.         0.        ],tr:[0.25473506 0.78117455 1.20350419],pr:[0.77858217 1.20364006 1.82689278],rev:[1.0105 1.9855 3.0321],dbuf:[ 2.33415228 14.95964043 98.41157427],ch:[3.99869206 3.94312829 3.8863665 ],ibuf:[0, 0, 0],rbuf:[  1.2725379   21.93416627 126.75225856]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "58:r:[ -1.95583529  -8.37692915 -29.85572689],p:[0.18580657 0.66819196 1.45539827],op:[0.00098539 0.         0.        ],tr:[0.25895239 0.80252526 1.19805595],pr:[0.76906441 1.21477672 1.78575414],rev:[1.0077 2.0168 2.9816],dbuf:[ 2.30749784 15.15696746 91.06270379],ch:[4.11521414 4.03037999 4.05037534],ibuf:[0, 0, 0],rbuf:[  0.99868429  16.91439658 104.65143268]\n",
      "59:r:[ -1.97364601  -8.02395436 -28.65928288],p:[0.18716854 0.63751866 1.41721066],op:[1.03835850e-03 0.00000000e+00 6.83519677e-05],tr:[0.26797369 0.78720877 1.25048475],pr:[0.77085638 1.19547374 1.75415049],rev:[1.0167 1.9834 3.0008],dbuf:[ 2.33995429 14.6190252  86.60525408],ch:[4.04169961 3.96509747 4.1797406 ],ibuf:[0, 0, 0],rbuf:[ 0.7328252  24.08925849 69.28693132]\n",
      "60:r:[ -1.94784483  -8.24678658 -29.080417  ],p:[0.18502591 0.65951789 1.42927033],op:[0.00099026 0.         0.        ],tr:[0.25312206 0.80921848 1.22812712],pr:[0.77094238 1.20506578 1.76233048],rev:[1.0042 2.0131 2.9945],dbuf:[ 2.29857719 14.85321749 88.23127177],ch:[4.09301076 4.08062445 4.21515691],ibuf:[0, 0, 0],rbuf:[  2.          12.24670538 109.71096163]\n",
      "61:r:[ -1.93961071  -8.23262055 -31.56198927],p:[0.18461485 0.65192944 1.52703594],op:[0.00096061 0.         0.        ],tr:[0.25256974 0.78220603 1.19860464],pr:[0.76769461 1.21019264 1.81768669],rev:[1.     1.9923 3.0132],dbuf:[ 2.27503528 15.08592505 96.72850892],ch:[4.11811205 3.99172727 3.90538017],ibuf:[0, 0, 0],rbuf:[ 4.49252424 11.26002029 78.79775089]\n",
      "62:r:[ -1.96242253  -8.37928555 -30.99418934],p:[0.18774584 0.66392722 1.48349373],op:[0.0011046 0.        0.       ],tr:[0.2526924  0.7842885  1.18858656],pr:[0.78074309 1.22236756 1.80054855],rev:[1.0104 2.008  2.9901],dbuf:[ 2.25809511 15.33933908 95.63119744],ch:[3.93687543 3.8372099  3.91521421],ibuf:[0, 0, 0],rbuf:[ 1.         24.69945325 88.44666414]\n",
      "63:r:[ -1.95127953  -8.18808892 -29.78631677],p:[0.18613669 0.6482611  1.44926134],op:[1.01539500e-03 0.00000000e+00 1.16987363e-05],tr:[0.25641313 0.770534   1.20448588],pr:[0.77534056 1.21222069 1.78168269],rev:[1.0109 1.9824 2.9871],dbuf:[ 2.2703141  15.01000057 90.96066247],ch:[4.01425267 3.90812349 4.01253451],ibuf:[0, 0, 0],rbuf:[ 1.61610854 21.15249921 98.01706486]\n",
      "64:r:[ -1.88252564  -8.13931365 -29.44356713],p:[0.17956942 0.6481774  1.43651479],op:[0.00107871 0.         0.        ],tr:[0.2502954  0.80803219 1.20109113],pr:[0.76664843 1.19435841 1.77947773],rev:[0.995  2.0024 2.9791],dbuf:[ 2.18670307 14.76947228 89.75724414],ch:[4.04003616 4.01328444 4.03544881],ibuf:[0, 0, 0],rbuf:[ 1.28767006 21.24650741 83.32847428]\n",
      "65:r:[ -1.89223573  -7.84765039 -29.60201259],p:[0.18051865 0.62406797 1.44563328],op:[0.00100913 0.         0.        ],tr:[0.25775679 0.78968286 1.22468663],pr:[0.76550258 1.18032917 1.77728318],rev:[1.0016 1.9691 3.0032],dbuf:[ 2.20006722 14.27553322 90.18473192],ch:[4.04128791 3.93988026 4.09988259],ibuf:[0, 0, 0],rbuf:[ 2.13844722 12.12617442 95.63034433]\n",
      "66:r:[ -1.91620079  -8.1650271  -30.9037131 ],p:[0.18226309 0.64797522 1.48030302],op:[0.00113351 0.         0.        ],tr:[0.25333575 0.78773797 1.18769565],pr:[0.76427274 1.20446498 1.79843684],rev:[0.9942 1.9931 2.9852],dbuf:[ 2.24513989 14.90612673 95.30644477],ch:[4.0093681  3.99057152 3.90965117],ibuf:[0, 0, 0],rbuf:[ 0.27018318 21.09666266 86.30543492]\n",
      "67:r:[ -1.88976564  -8.16025347 -29.51439495],p:[0.18006572 0.65328128 1.44383031],op:[1.03953267e-03 0.00000000e+00 8.23644785e-05],tr:[0.25308515 0.81307721 1.18477793],pr:[0.75867261 1.1932136  1.77908064],rev:[0.9899 2.0056 2.9665],dbuf:[ 2.20461802 14.67001626 89.81546761],ch:[4.07539539 4.07539645 3.96531006],ibuf:[0, 0, 0],rbuf:[  1.15762773  14.18856428 117.47961336]\n",
      "68:r:[ -1.93331978  -8.33162172 -30.82457102],p:[0.18392214 0.6579659  1.50202743],op:[0.0010227 0.        0.       ],tr:[0.25566114 0.78080912 1.21752528],pr:[0.76465302 1.21984578 1.80451046],rev:[0.9978 2.0012 3.0213],dbuf:[ 2.2688052  15.33947263 94.04175802],ch:[4.03552772 3.86352824 3.96062221],ibuf:[0, 0, 0],rbuf:[  0.84646441  19.6395699  110.12215129]\n",
      "69:r:[ -1.9808706   -8.04598575 -32.35531529],p:[0.18839078 0.63933052 1.54224211],op:[0.00092487 0.         0.        ],tr:[0.26673775 0.78829583 1.20161017],pr:[0.77198778 1.19639599 1.82413358],rev:[1.0191 1.9841 3.0244],dbuf:[  2.3317268   14.65670791 100.08689186],ch:[4.08987059 4.00175048 3.84764051],ibuf:[0, 0, 0],rbuf:[ 0.36138537 13.721343   96.68459078]\n",
      "70:r:[ -1.89268962  -8.21643628 -32.59048039],p:[0.18013976 0.65535418 1.51295365],op:[0.00119165 0.         0.        ],tr:[0.24581954 0.79355944 1.20883446],pr:[0.76757001 1.20536265 1.81777417],rev:[0.9883 1.9988 3.0262],dbuf:[  2.21019185  14.86801414 102.43425608],ch:[4.03877138 3.99768087 4.02136464],ibuf:[0, 0, 0],rbuf:[ 2.59901854 12.50044788 92.59825111]\n",
      "71:r:[ -1.88793621  -8.08870456 -29.95114644],p:[0.17982506 0.64185941 1.46038603],op:[0.00111693 0.         0.0002265 ],tr:[0.24907423 0.80407176 1.21688485],pr:[0.7634316  1.19352735 1.78068924],rev:[0.9888 1.9982 2.9949],dbuf:[ 2.20200136 14.7691463  91.33123108],ch:[4.04739261 4.03896802 4.05066697],ibuf:[0, 0, 0],rbuf:[ 4.00620004 18.50940339 75.91561239]\n",
      "72:r:[ -1.93400658  -8.0810491  -29.9201427 ],p:[0.184058   0.64352021 1.45409343],op:[0.0009323 0.        0.       ],tr:[0.2585929  0.79716576 1.21288615],pr:[0.76435818 1.1971407  1.7857989 ],rev:[1.0024 1.994  3.001 ],dbuf:[ 2.27042081 14.66443699 91.4369763 ],ch:[4.07554217 3.97973179 3.91294246],ibuf:[0, 0, 0],rbuf:[ 2.30107162 15.44488715 99.0651452 ]\n",
      "73:r:[ -1.92315929  -8.35404511 -30.57525882],p:[0.18326858 0.66548029 1.4928028 ],op:[0.00106626 0.         0.        ],tr:[0.24167965 0.79306135 1.20556131],pr:[0.77104764 1.21799468 1.79862613],rev:[0.9898 2.0113 3.0041],dbuf:[ 2.24240283 15.15101376 93.16418199],ch:[3.89276045 3.97276634 3.95893156],ibuf:[0, 0, 0],rbuf:[ 2.         17.88461124 98.19075677]\n",
      "74:r:[ -1.88395474  -8.36811404 -33.12025308],p:[0.17973863 0.66252166 1.55665967],op:[0.00121888 0.         0.        ],tr:[0.241189   0.76889187 1.18512468],pr:[0.76711741 1.22680849 1.83708325],rev:[0.9828 1.9953 3.0232],dbuf:[  2.18147353  15.33970393 103.33487846],ch:[3.96487077 3.90600235 3.81535493],ibuf:[0, 0, 0],rbuf:[  1.66407122  13.88103781 108.11151711]\n",
      "75:r:[ -1.95908916  -8.14136741 -28.98717419],p:[0.1864446  0.64371568 1.41483853],op:[0.00107905 0.         0.        ],tr:[0.25306757 0.78475843 1.18649448],pr:[0.77660094 1.2036182  1.76823376],rev:[1.0076 1.9881 2.953 ],dbuf:[ 2.2944995  14.95820992 88.34232972],ch:[3.96759996 3.99441026 4.08288251],ibuf:[0, 0, 0],rbuf:[ 1.         11.11475745 90.82906651]\n",
      "76:r:[ -1.82551403  -8.02598473 -29.55614115],p:[0.17404179 0.64208384 1.44077561],op:[0.00112703 0.         0.        ],tr:[0.25085098 0.80920025 1.21866731],pr:[0.7479675  1.18770656 1.7775052 ],rev:[0.9752 1.9974 2.9962],dbuf:[ 2.12081737 14.44657003 90.14968123],ch:[4.11616765 4.01441315 4.05139856],ibuf:[0, 0, 0],rbuf:[ 1.45396604 16.0467157  91.10388799]\n",
      "77:r:[ -1.92967327  -8.10127885 -29.86844626],p:[0.18364764 0.64656586 1.46915295],op:[0.00105474 0.         0.        ],tr:[0.24347981 0.80404129 1.24332652],pr:[0.77054317 1.1932918  1.78252257],rev:[0.9919 1.9974 3.0263],dbuf:[ 2.26027125 14.64376004 90.57611335],ch:[3.95309157 3.97874981 4.17372298],ibuf:[0, 0, 0],rbuf:[ 1.37279929 16.71584463 95.61294353]\n",
      "78:r:[ -1.97959066  -8.25023116 -30.29402492],p:[0.18732515 0.65703479 1.47247714],op:[9.67838386e-04 0.00000000e+00 6.76781888e-05],tr:[0.26213454 0.79206319 1.1832091 ],pr:[0.77149359 1.20978704 1.79476763],rev:[1.0132 2.0018 2.9759],dbuf:[ 2.36623388 14.96976412 92.568332  ],ch:[4.07174342 3.91183733 3.92784544],ibuf:[0, 0, 0],rbuf:[ 0.18480918 16.21350096 77.83184284]\n",
      "79:r:[ -1.85922778  -8.29860087 -29.24660728],p:[0.17625447 0.65709321 1.43111767],op:[0.00114987 0.         0.        ],tr:[0.23969789 0.7795882  1.21999881],pr:[0.76232409 1.22071599 1.7730453 ],rev:[0.9788 1.9994 2.9947],dbuf:[ 2.19996507 15.20927576 88.98832954],ch:[4.01620376 3.95884122 4.09706738],ibuf:[0, 0, 0],rbuf:[ 3.20521545  7.17163516 94.39071961]\n",
      "80:r:[ -1.93441159  -8.08485237 -30.81784011],p:[0.18440129 0.63895112 1.47768289],op:[0.00104645 0.         0.00050462],tr:[0.25936762 0.76916098 1.21816543],pr:[0.77045414 1.2069473  1.79008665],rev:[1.008  1.9776 3.0048],dbuf:[ 2.25414833 14.86621686 94.96170032],ch:[3.99087837 3.88537034 3.99041463],ibuf:[0, 0, 0],rbuf:[ 2.22004285 22.08878006 82.25540355]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "81:r:[ -1.89309067  -7.90695461 -28.54187183],p:[0.18070896 0.62987837 1.41337182],op:[1.02493710e-03 0.00000000e+00 2.36990366e-05],tr:[0.25253407 0.79342635 1.24116994],pr:[0.7649392  1.18565505 1.7554257 ],rev:[0.9956 1.9784 2.9984],dbuf:[ 2.19609748 14.33963831 86.17353848],ch:[3.94747796 3.96378351 4.12518111],ibuf:[0, 0, 0],rbuf:[  1.42255677  15.27475663 100.71392099]\n",
      "82:r:[ -1.96452059  -8.23391575 -30.0645707 ],p:[0.18695397 0.65204171 1.47089864],op:[0.00108917 0.         0.        ],tr:[0.26169523 0.76962179 1.21501925],pr:[0.77163727 1.21978275 1.78482591],rev:[1.0106 1.9896 3.0026],dbuf:[ 2.30087762 15.08791018 91.48690801],ch:[4.07355779 3.9200524  4.0256719 ],ibuf:[0, 0, 0],rbuf:[  2.39557378  17.22933385 128.2622962 ]\n",
      "83:r:[ -1.94814455  -8.1941493  -30.06900353],p:[0.18559006 0.65076996 1.47017507],op:[0.00121212 0.         0.        ],tr:[0.24272502 0.77885301 1.21861861],pr:[0.781799   1.21389347 1.78961261],rev:[0.9995 1.993  3.0061],dbuf:[ 2.26863561 14.93994815 91.53801471],ch:[3.78453981 3.93592729 4.03419817],ibuf:[0, 0, 0],rbuf:[  1.39317564  19.76460006 106.95007807]\n",
      "84:r:[ -1.89031982  -8.32323445 -31.91188359],p:[0.17934263 0.66597451 1.51947416],op:[0.00119258 0.         0.        ],tr:[0.23926757 0.81717089 1.22487836],pr:[0.7680632  1.20789817 1.81267006],rev:[0.9822 2.0239 3.0345],dbuf:[ 2.23019073 14.97719165 98.7804517 ],ch:[3.85941579 3.97992998 3.93135741],ibuf:[0, 0, 0],rbuf:[ 3.49690247  8.07404619 76.46587038]\n",
      "85:r:[ -1.8977025   -8.362431   -31.04301011],p:[0.18002105 0.66337506 1.49213837],op:[0.00114644 0.         0.        ],tr:[0.24648242 0.79084268 1.20361084],pr:[0.7648724  1.22230208 1.80423101],rev:[0.9869 2.0142 3.0079],dbuf:[ 2.24181319 15.27715258 95.52951553],ch:[3.95888135 3.84873603 3.87405971],ibuf:[0, 0, 0],rbuf:[ 2.2840673  18.62638262 77.0473733 ]\n",
      "86:r:[ -1.90589984  -7.93804709 -29.22169808],p:[0.1802198  0.63247071 1.42352003],op:[0.00114051 0.         0.        ],tr:[0.24426598 0.81411405 1.20986109],pr:[0.76395931 1.17738467 1.76899202],rev:[0.9848 1.9915 2.9804],dbuf:[ 2.27508705 14.39140703 89.16768913],ch:[3.9940129  4.00376906 4.11954926],ibuf:[0, 0, 0],rbuf:[ 2.68525128 18.639172   92.5163047 ]\n",
      "87:r:[ -1.94554869  -8.07982344 -29.78018748],p:[0.18474649 0.64641053 1.43810067],op:[0.00113456 0.         0.        ],tr:[0.25688296 0.83480353 1.19961751],pr:[0.77338827 1.18438477 1.78133059],rev:[1.007  2.0194 2.9812],dbuf:[ 2.29250121 14.54269606 91.37691043],ch:[3.98788413 4.08765178 3.96292854],ibuf:[0, 0, 0],rbuf:[ 1.         20.75616335 95.03534407]\n",
      "88:r:[ -1.94473581  -8.30321148 -30.00841161],p:[0.18441264 0.65710826 1.46338472],op:[0.00119395 0.         0.        ],tr:[0.2539044  0.78097232 1.22400606],pr:[0.77174505 1.22186899 1.78666791],rev:[1.0016 2.0026 3.0096],dbuf:[ 2.29941554 15.23172683 91.50666907],ch:[3.9489664  3.84577013 4.0721011 ],ibuf:[0, 0, 0],rbuf:[ 2.48552648 18.34307018 84.29564555]\n",
      "89:r:[ -1.87290529  -8.31241111 -29.26659053],p:[0.17867109 0.66012495 1.44785366],op:[0.00116953 0.         0.        ],tr:[0.23781866 0.79408425 1.22845354],pr:[0.76773985 1.21496671 1.77562829],rev:[0.9798 2.008  3.0041],dbuf:[ 2.17090191 15.15705759 88.41880626],ch:[3.92570358 4.0716589  4.07924897],ibuf:[0, 0, 0],rbuf:[ 0.40360456  7.83346388 84.47735217]\n",
      "90:r:[ -1.94041502  -8.12267378 -29.57935423],p:[0.18461225 0.64689881 1.44227389],op:[0.0010304 0.        0.       ],tr:[0.25267742 0.80038168 1.22282455],pr:[0.77192434 1.19702546 1.77650643],rev:[1.0029 1.9975 3.006 ],dbuf:[ 2.276369   14.73741649 90.20581569],ch:[3.97352549 3.96633605 4.09350401],ibuf:[0, 0, 0],rbuf:[  1.13035483   8.76197854 151.16753202]\n",
      "91:r:[ -1.96305925  -8.03139544 -31.59334499],p:[0.18587866 0.63995884 1.51781617],op:[0.00103836 0.         0.        ],tr:[0.25534879 0.79867867 1.20351996],pr:[0.77087887 1.18878993 1.8145174 ],rev:[1.0039 1.9884 3.013 ],dbuf:[ 2.33861525 14.55862376 97.25407812],ch:[4.08139152 4.07777585 3.89471806],ibuf:[0, 0, 0],rbuf:[  2.42350781  18.07598637 100.7939364 ]\n",
      "92:r:[ -1.94042138  -8.32691631 -30.00340064],p:[0.18381407 0.66281458 1.47335173],op:[0.00116073 0.         0.        ],tr:[0.24930002 0.77614131 1.21862559],pr:[0.77385744 1.22650568 1.78593246],rev:[0.999  2.0021 3.0031],dbuf:[ 2.30311526 15.12199848 91.08293398],ch:[3.91370119 3.9059363  4.04511407],ibuf:[0, 0, 0],rbuf:[ 2.51704132 12.60612175 86.21343498]\n",
      "93:r:[ -1.919548    -8.21626129 -30.23427448],p:[0.18299271 0.65927794 1.47137329],op:[0.00106871 0.         0.        ],tr:[0.24824923 0.82403539 1.20569674],pr:[0.77167533 1.20006821 1.79281731],rev:[0.9974 2.025  2.9949],dbuf:[ 2.23528304 14.71018888 92.31644078],ch:[3.90296933 4.03390915 3.87813348],ibuf:[0, 0, 0],rbuf:[ 1.32399245 21.57013462 50.07295318]\n",
      "94:r:[ -1.91799341  -8.01429251 -29.54388495],p:[0.18337845 0.63950928 1.45460115],op:[0.00109784 0.         0.        ],tr:[0.25775955 0.81417162 1.19898727],pr:[0.76994909 1.18432925 1.78143101],rev:[1.0053 1.9978 2.9859],dbuf:[ 2.21091537 14.4910913  89.53537886],ch:[4.04545933 4.0407209  3.97688896],ibuf:[0, 0, 0],rbuf:[  0.          14.56142966 104.89022875]\n",
      "95:r:[ -1.92163668  -8.05583512 -30.06191369],p:[0.18284982 0.64356206 1.46214171],op:[0.00109682 0.         0.        ],tr:[0.25570926 0.80502576 1.21485712],pr:[0.76621233 1.18939609 1.7866324 ],rev:[0.9994 1.9936 3.0009],dbuf:[ 2.25031818 14.53669326 91.82389995],ch:[4.04402298 3.99900019 4.00957532],ibuf:[0, 0, 0],rbuf:[ 5.56445991  6.34297724 98.99507713]\n",
      "96:r:[ -1.97893268  -7.95768316 -29.98676238],p:[0.18787355 0.63455771 1.46751942],op:[0.00102972 0.         0.        ],tr:[0.25807356 0.80794741 1.20333442],pr:[0.7772896  1.18359714 1.78924691],rev:[1.013  1.9931 2.9922],dbuf:[ 2.33853268 14.40610733 91.233035  ],ch:[3.99692329 4.08586051 3.89455514],ibuf:[0, 0, 0],rbuf:[4.71184846e-02 2.18974797e+01 9.51818023e+01]\n",
      "97:r:[ -1.98899451  -7.98152901 -29.29882692],p:[0.18854184 0.64001824 1.44412921],op:[1.00198338e-03 0.00000000e+00 9.96806903e-05],tr:[0.25379221 0.81186199 1.20349864],pr:[0.77709922 1.18290569 1.77451418],rev:[1.0109 1.9931 2.9762],dbuf:[ 2.36321965 14.30691557 88.72497897],ch:[4.02905996 4.0974742  4.04617031],ibuf:[0, 0, 0],rbuf:[ 0.60904641  5.22064687 80.45668495]\n",
      "98:r:[ -1.9076398   -8.13079397 -30.37276741],p:[0.18166785 0.64494322 1.47000687],op:[0.00102697 0.         0.        ],tr:[0.25912613 0.77814556 1.22212867],pr:[0.76455856 1.20233595 1.79073596],rev:[1.002  1.9822 3.0125],dbuf:[ 2.23040618 14.85624091 93.06356226],ch:[4.16952995 3.90094969 3.98495413],ibuf:[0, 0, 0],rbuf:[ 3.65182978 22.40556692 76.8103882 ]\n",
      "99:r:[ -1.95452478  -8.311928   -30.54426692],p:[0.18571046 0.65919433 1.47575501],op:[0.0011574 0.        0.       ],tr:[0.24598546 0.79731116 1.22595247],pr:[0.78346531 1.21263299 1.79343806],rev:[1.0057 2.0085 3.0223],dbuf:[ 2.29790923 15.19186692 93.69113401],ch:[3.84270617 3.95448036 4.03615695],ibuf:[0, 0, 0],rbuf:[  1.1279308    7.96412328 105.90511558]\n",
      "---------6------------\n",
      "[{'id': '1', 'model': 'AR', 'num_r': 4, 'rate': 1.0, 'dis': 100, 'action_bound': 2, 'data_buf_size': 100, 't_factor': 0.8, 'penalty': 1000}, {'id': '2', 'model': 'AR', 'num_r': 4, 'rate': 2.0, 'dis': 100, 'action_bound': 2, 'data_buf_size': 100, 't_factor': 0.8, 'penalty': 1000}, {'id': '3', 'model': 'AR', 'num_r': 4, 'rate': 3.0, 'dis': 100, 'action_bound': 2, 'data_buf_size': 100, 't_factor': 0.8, 'penalty': 1000}]\n",
      "INFO:tensorflow:Restoring parameters from model_M_08_nB/my_train_model_6-2000\n",
      "Initialization OK!----> user 1\n",
      "INFO:tensorflow:Restoring parameters from model_M_08_nB/my_train_model_6-2000\n",
      "Initialization OK!----> user 2\n",
      "INFO:tensorflow:Restoring parameters from model_M_08_nB/my_train_model_6-2000\n",
      "Initialization OK!----> user 3\n",
      "0:r:[  -2.47424649   -6.93116962 -532.0113873 ],p:[0.15623987 0.64961179 1.9994    ],op:[4.04046681e-05 1.38101836e-10 6.00000000e-04],tr:[1.57984857e-09 6.09762036e-01 0.00000000e+00],pr:[0.99744506 1.37925028 2.5198421 ],rev:[0.9972 1.9906 3.0202],dbuf:[   6.12002162    8.67137631 2580.0569365 ],ch:[3.94845739 3.99128417 4.1233217 ],ibuf:[0, 0, 0],rbuf:[  10.15519474   15.89915516 5009.6583705 ]\n",
      "1:r:[   -2.46323046    -7.04088203 -1480.9290101 ],p:[0.15287634 0.65841045 2.        ],op:[5.08568671e-05 1.20796237e-07 0.00000000e+00],tr:[1.61917160e-09 6.13935761e-01 0.00000000e+00],pr:[0.99043899 1.38205779 2.5198421 ],rev:[0.9887 1.9965 2.9946],dbuf:[6.19906429e+00 8.86798718e+00 7.32464505e+03],ch:[3.99077494 3.93875046 3.82464642],ibuf:[0, 0, 0],rbuf:[4.78782273e+00 2.09865481e+01 9.75723737e+03]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2:r:[   -2.58826217    -7.32047359 -2441.53667052],p:[0.16497228 0.68304    2.        ],op:[4.93190363e-05 3.08970479e-06 0.00000000e+00],tr:[1.71118518e-09 6.21608669e-01 0.00000000e+00],pr:[1.01575782 1.39748796 2.5198421 ],rev:[1.015  2.0181 2.9954],dbuf:[6.34044700e+00 9.28064415e+00 1.21276834e+04],ch:[3.9930059  3.86176894 3.8778772 ],ibuf:[0, 0, 0],rbuf:[6.87076654e+00 1.11817190e+01 1.45128164e+04]\n",
      "3:r:[-2.49218009e+00 -7.08705250e+00 -3.40760067e+03],p:[0.15357985 0.66213959 2.        ],op:[4.56086449e-05 0.00000000e+00 0.00000000e+00],tr:[1.58313622e-09 6.12625980e-01 0.00000000e+00],pr:[0.99031758 1.38488393 2.5198421 ],rev:[0.9894 1.9969 2.9928],dbuf:[6.31588216e+00 8.94967890e+00 1.69580034e+04],ch:[4.15094287 3.8989259  3.96782194],ibuf:[0, 0, 0],rbuf:[1.19545126e+01 5.08262379e+00 1.92423954e+04]\n",
      "4:r:[-2.40508341e+00 -7.02720087e+00 -4.32501847e+03],p:[0.1536018  0.66344877 2.        ],op:[0.0001043 0.        0.       ],tr:[1.53949290e-09 6.41985636e-01 0.00000000e+00],pr:[0.98930316 1.37791008 2.5198421 ],rev:[0.9862 2.0197 2.978 ],dbuf:[5.87717278e+00 8.59805369e+00 2.15450924e+04],ch:[3.82011391 4.12216911 3.96495884],ibuf:[0, 0, 0],rbuf:[5.27294160e+00 3.12549879e+00 2.38239744e+04]\n",
      "5:r:[-2.43781490e+00 -6.81123932e+00 -5.28460637e+03],p:[0.15363302 0.63998775 2.        ],op:[6.47577279e-05 8.89253356e-07 0.00000000e+00],tr:[1.57947314e-09 6.02067679e-01 0.00000000e+00],pr:[0.99207166 1.37562441 2.5198421 ],rev:[0.9907 1.9784 3.0153],dbuf:[6.04116348e+00 8.45665093e+00 2.63430319e+04],ch:[3.89983242 3.95399473 4.01079697],ibuf:[0, 0, 0],rbuf:[9.04172798e+00 1.02744122e+01 2.87785534e+04]\n",
      "6:r:[-2.75039149e+00 -7.07570791e+00 -6.24478299e+03],p:[0.16500967 0.66368909 2.        ],op:[2.26121656e-05 2.08415385e-06 0.00000000e+00],tr:[1.75182728e-09 6.09495991e-01 0.00000000e+00],pr:[1.02330943 1.38573001 2.5198421 ],rev:[1.0223 1.9945 2.9802],dbuf:[7.15066600e+00 8.83089246e+00 3.11439150e+04],ch:[4.02402596 3.93390618 4.00535759],ibuf:[0, 0, 0],rbuf:[3.86431775e+00 3.05172204e+00 3.33821324e+04]\n",
      "7:r:[-2.71621115e+00 -6.84348065e+00 -7.18624637e+03],p:[0.16153558 0.64495264 2.        ],op:[5.18142775e-05 5.84197505e-06 0.00000000e+00],tr:[1.71762953e-09 6.15823137e-01 0.00000000e+00],pr:[1.01535473 1.37460448 2.5198421 ],rev:[1.014  1.9911 2.9988],dbuf:[7.11755990e+00 8.41906408e+00 3.58512319e+04],ch:[3.93711009 4.065597   3.99407564],ibuf:[0, 0, 0],rbuf:[3.12914776e+00 1.01858644e+01 3.81717114e+04]\n",
      "8:r:[-2.57173144e+00 -7.19351935e+00 -8.11690063e+03],p:[0.1552129  0.67158665 2.        ],op:[6.60070232e-05 7.57133944e-06 0.00000000e+00],tr:[1.59897805e-09 6.16291065e-01 0.00000000e+00],pr:[0.99855881 1.39112559 2.5198421 ],rev:[0.998  2.0067 2.9805],dbuf:[6.64750087e+00 9.10382779e+00 4.05045032e+04],ch:[4.08479007 3.90508048 4.02241616],ibuf:[0, 0, 0],rbuf:[1.26884320e+01 3.37883336e+00 4.27782904e+04]\n",
      "9:r:[-2.51518066e+00 -7.16826374e+00 -9.03435675e+03],p:[0.15751097 0.67330149 2.        ],op:[5.16108359e-05 0.00000000e+00 0.00000000e+00],tr:[1.60916424e-09 6.27701961e-01 0.00000000e+00],pr:[1.00294124 1.38807076 2.5198421 ],rev:[1.0007 2.0161 2.9919],dbuf:[6.27339999e+00 8.90925929e+00 4.50917838e+04],ch:[3.97193734 3.89622202 4.17715999],ibuf:[0, 0, 0],rbuf:[3.78413563e+00 6.65157983e+00 4.74988694e+04]\n",
      "10:r:[-2.60548719e+00 -7.13323239e+00 -9.98232955e+03],p:[0.16056706 0.66897977 2.        ],op:[6.44682331e-05 2.08475287e-06 0.00000000e+00],tr:[1.64714194e-09 6.23100401e-01 0.00000000e+00],pr:[1.01019875 1.38376191 2.5198421 ],rev:[1.0086 2.0065 2.9983],dbuf:[6.60217466e+00 8.90688776e+00 4.98316478e+04],ch:[3.96673229 4.09817439 3.97112452],ibuf:[0, 0, 0],rbuf:[4.41132256e+00 3.09386445e+00 5.22834484e+04]\n",
      "11:r:[-2.61456977e+00 -6.91807312e+00 -1.09817151e+04],p:[0.16637732 0.64777244 2.        ],op:[4.9435332e-05 0.0000000e+00 0.0000000e+00],tr:[1.73968565e-09 5.95659972e-01 0.00000000e+00],pr:[1.01818702 1.38361799 2.5198421 ],rev:[1.0172 1.9795 3.0297],dbuf:[6.41577878e+00 8.67946781e+00 5.48285756e+04],ch:[3.92303194 3.87376553 4.07184368],ibuf:[0, 0, 0],rbuf:[6.23443840e+00 5.31420651e+00 5.73820274e+04]\n",
      "12:r:[-2.51095366e+00 -6.89723532e+00 -1.19969377e+04],p:[0.15662326 0.65199574 2.        ],op:[3.70712247e-05 0.00000000e+00 0.00000000e+00],tr:[1.61861317e-09 6.37205963e-01 0.00000000e+00],pr:[1.00162066 1.37185924 2.5198421 ],rev:[1.0006 2.0101 3.0219],dbuf:[6.28835517e+00 8.40634681e+00 5.99046885e+04],ch:[3.84813108 4.18066074 4.1605828 ],ibuf:[0, 0, 0],rbuf:[6.07359400e+00 1.56621821e+01 6.24026064e+04]\n",
      "13:r:[-2.52212703e+00 -6.86407519e+00 -1.29838142e+04],p:[0.15571963 0.64809265 2.        ],op:[5.34290227e-05 8.84069015e-06 0.00000000e+00],tr:[1.60159891e-09 6.12538510e-01 0.00000000e+00],pr:[0.99521822 1.37618809 2.5198421 ],rev:[0.994  1.9885 3.0115],dbuf:[6.37971281e+00 8.39631621e+00 6.48390712e+04],ch:[3.94490904 4.05538835 3.97070341],ibuf:[0, 0, 0],rbuf:[6.89783815e+00 1.38305071e+01 6.73191854e+04]\n",
      "14:r:[-2.52504327e+00 -7.18373663e+00 -1.39511500e+04],p:[0.15728139 0.67541453 2.        ],op:[3.66711955e-05 0.00000000e+00 0.00000000e+00],tr:[1.62909797e-09 6.33914682e-01 0.00000000e+00],pr:[0.9992629  1.38723767 2.5198421 ],rev:[0.9979 2.0202 2.9885],dbuf:[6.33249396e+00 8.90210176e+00 6.96757498e+04],ch:[4.00237187 3.89906324 4.00145164],ibuf:[0, 0, 0],rbuf:[3.69317201e+00 4.30697218e+00 7.20057644e+04]\n",
      "15:r:[-2.44310508e+00 -7.26020090e+00 -1.48730213e+04],p:[0.15207714 0.67972196 2.        ],op:[9.93669678e-05 0.00000000e+00 0.00000000e+00],tr:[1.54154737e-09 6.34441674e-01 0.00000000e+00],pr:[0.9857015  1.38613288 2.5198421 ],rev:[0.9831 2.0209 2.9833],dbuf:[6.12846492e+00 9.11212599e+00 7.42851066e+04],ch:[3.99865235 3.92598916 3.95312821],ibuf:[0, 0, 0],rbuf:[6.03456408e+00 7.56146179e+00 7.66403434e+04]\n",
      "16:r:[-2.36996519e+00 -6.90825086e+00 -1.58232758e+04],p:[0.15268882 0.65230574 2.        ],op:[6.32325365e-05 2.53351859e-06 0.00000000e+00],tr:[1.55149555e-09 6.22613516e-01 0.00000000e+00],pr:[0.98639753 1.37739332 2.5198421 ],rev:[0.9847 2.0003 2.9876],dbuf:[5.73974394e+00 8.44892348e+00 7.90363790e+04],ch:[4.03800555 4.05317694 3.99129285],ibuf:[0, 0, 0],rbuf:[6.38415762e+00 1.07605963e+01 8.13179224e+04]\n",
      "17:r:[-2.38079292e+00 -7.10665713e+00 -1.67562244e+04],p:[0.15384806 0.66911186 2.        ],op:[3.29354794e-05 0.00000000e+00 0.00000000e+00],tr:[1.58993257e-09 6.25955257e-01 0.00000000e+00],pr:[0.988555   1.38663453 2.5198421 ],rev:[0.9878 2.0122 2.9909],dbuf:[5.74872497e+00 8.76881117e+00 8.37011218e+04],ch:[4.05746057 3.96871596 3.86642789],ibuf:[0, 0, 0],rbuf:[9.29072075e+00 6.86275698e+00 8.60285014e+04]\n",
      "18:r:[-2.53860056e+00 -6.94462138e+00 -1.76952699e+04],p:[0.15852489 0.6521032  2.        ],op:[6.49871051e-05 1.33172442e-06 0.00000000e+00],tr:[1.66817582e-09 6.17207126e-01 0.00000000e+00],pr:[1.00189824 1.37787209 2.5198421 ],rev:[1.0002 1.9956 2.973 ],dbuf:[6.34940761e+00 8.63892564e+00 8.83963497e+04],ch:[4.02592933 3.93239191 3.87459543],ibuf:[0, 0, 0],rbuf:[6.86008184e+00 1.21199642e+01 9.05600804e+04]\n",
      "19:r:[-2.66409506e+00 -7.16706435e+00 -1.86534565e+04],p:[0.16126546 0.67473479 2.        ],op:[2.96162573e-05 6.14038486e-07 0.00000000e+00],tr:[1.64405776e-09 6.42399333e-01 0.00000000e+00],pr:[1.01415524 1.38594528 2.5198421 ],rev:[1.0142 2.0279 3.0279],dbuf:[6.86867240e+00 8.84590572e+00 9.31872823e+04],ch:[3.91025869 4.02614985 4.01090628],ibuf:[0, 0, 0],rbuf:[1.43031243e+01 7.72747248e+00 9.56406594e+04]\n",
      "20:r:[-2.49366103e+00 -7.06499820e+00 -1.96296435e+04],p:[0.15777352 0.66569712 2.        ],op:[5.37777632e-05 3.02681123e-07 0.00000000e+00],tr:[1.66650485e-09 6.30271695e-01 0.00000000e+00],pr:[1.00034804 1.38300152 2.5198421 ],rev:[0.9982 2.0138 2.9905],dbuf:[6.15521344e+00 8.69709422e+00 9.80682173e+04],ch:[3.98692138 4.00538888 4.18347009],ibuf:[0, 0, 0],rbuf:[5.77375735e+00 1.32045495e+01 1.00347238e+05]\n",
      "21:r:[-2.55022490e+00 -6.75419983e+00 -2.05476990e+04],p:[0.16025456 0.63721301 2.        ],op:[4.71511908e-05 1.79887438e-07 0.00000000e+00],tr:[1.63959850e-09 6.09578889e-01 0.00000000e+00],pr:[1.00529049 1.36951852 2.5198421 ],rev:[1.0039 1.9781 2.9887],dbuf:[6.33905621e+00 8.28247164e+00 1.02658495e+05],ch:[4.04713463 4.11568065 4.07608266],ibuf:[0, 0, 0],rbuf:[4.09168714e+00 3.31968817e+00 1.05035817e+05]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "22:r:[-2.39483764e+00 -7.10214346e+00 -2.15107791e+04],p:[0.15365894 0.66858932 2.        ],op:[6.77729611e-05 0.00000000e+00 0.00000000e+00],tr:[1.56822239e-09 6.31457960e-01 0.00000000e+00],pr:[0.98967873 1.38604576 2.5198421 ],rev:[0.988  2.0181 2.997 ],dbuf:[5.82511975e+00 8.76714446e+00 1.07473895e+05],ch:[3.9160371  3.94075345 4.06898003],ibuf:[0, 0, 0],rbuf:[3.18214821e+00 9.28247941e+00 1.09807396e+05]\n",
      "23:r:[-2.66412535e+00 -6.89516247e+00 -2.24440777e+04],p:[0.16307842 0.64982267 2.        ],op:[1.94118617e-05 0.00000000e+00 0.00000000e+00],tr:[1.71446032e-09 6.33502143e-01 0.00000000e+00],pr:[1.01738391 1.37359287 2.5198421 ],rev:[1.0167 2.0075 2.977 ],dbuf:[6.79671340e+00 8.48290545e+00 1.12140388e+05],ch:[3.99918513 4.10342171 4.08192757],ibuf:[0, 0, 0],rbuf:[2.83966592e+00 1.33323848e+01 1.14378975e+05]\n",
      "24:r:[-2.51379351e+00 -7.00243860e+00 -2.33861699e+04],p:[0.16038109 0.65762045 2.        ],op:[2.74278253e-05 0.00000000e+00 0.00000000e+00],tr:[1.68051743e-09 6.16484889e-01 0.00000000e+00],pr:[1.00618165 1.38353621 2.5198421 ],rev:[1.0056 1.9992 3.0198],dbuf:[6.15262700e+00 8.70737494e+00 1.16850850e+05],ch:[3.97572564 3.84463754 3.98665897],ibuf:[0, 0, 0],rbuf:[5.41092857e+00 5.12142817e+00 1.19378554e+05]\n",
      "25:r:[-2.50545093e+00 -7.02927214e+00 -2.44076493e+04],p:[0.15803233 0.66067707 2.        ],op:[5.38487462e-05 7.55447930e-06 0.00000000e+00],tr:[1.61465779e-09 6.28123870e-01 0.00000000e+00],pr:[1.00088568 1.37972244 2.5198421 ],rev:[0.9993 2.0075 3.0211],dbuf:[6.20380759e+00 8.71897568e+00 1.21958246e+05],ch:[4.05549508 3.95529994 3.95080148],ibuf:[0, 0, 0],rbuf:[5.22237250e+00 2.07679777e+00 1.24391133e+05]\n",
      "26:r:[-2.56214496e+00 -6.90860335e+00 -2.53638439e+04],p:[0.16533565 0.65407418 2.        ],op:[6.64010878e-05 0.00000000e+00 0.00000000e+00],tr:[1.72653351e-09 6.38260821e-01 0.00000000e+00],pr:[1.01309276 1.37192406 2.5198421 ],rev:[1.0114 2.0104 2.9863],dbuf:[6.19464292e+00 8.38004938e+00 1.26739220e+05],ch:[4.04724499 4.19616625 4.07156126],ibuf:[0, 0, 0],rbuf:[5.54468368e+00 4.22795781e+00 1.29055712e+05]\n",
      "27:r:[-2.53090779e+00 -7.01972225e+00 -2.62750201e+04],p:[0.15621026 0.65920434 2.        ],op:[2.41985395e-05 1.50094018e-05 0.00000000e+00],tr:[1.61869832e-09 6.20887601e-01 0.00000000e+00],pr:[0.99905544 1.3830968  2.5198421 ],rev:[0.9985 2.004  2.9774],dbuf:[6.40516064e+00 8.72983718e+00 1.31295100e+05],ch:[4.07552556 3.89832398 3.89696623],ibuf:[0, 0, 0],rbuf:[6.48216744e+00 5.30071292e+00 1.33631291e+05]\n",
      "28:r:[-2.38828323e+00 -7.04434783e+00 -2.72359721e+04],p:[0.15035452 0.6631983  2.        ],op:[5.14481736e-05 2.42197495e-06 0.00000000e+00],tr:[1.51852862e-09 6.26279956e-01 0.00000000e+00],pr:[0.98035582 1.38319266 2.5198421 ],rev:[0.9789 2.0097 3.0214],dbuf:[5.92517756e+00 8.69371014e+00 1.36099861e+05],ch:[4.18159019 4.06800718 4.05815037],ibuf:[0, 0, 0],rbuf:[5.06808463e+00 7.68632885e+00 1.38646870e+05]\n",
      "29:r:[-2.44286448e+00 -6.68754593e+00 -2.81905506e+04],p:[0.15194635 0.63456519 2.        ],op:[6.50398577e-05 3.05257517e-07 0.00000000e+00],tr:[1.54445316e-09 6.22604966e-01 0.00000000e+00],pr:[0.98817158 1.36398152 2.5198421 ],rev:[0.9869 1.9867 2.9631],dbuf:[6.13386666e+00 8.05510967e+00 1.40872753e+05],ch:[3.92905908 4.16671019 3.9932586 ],ibuf:[0, 0, 0],rbuf:[6.11133099e+00 8.86972882e+00 1.43079449e+05]\n",
      "30:r:[-2.63223250e+00 -6.82555691e+00 -2.91200440e+04],p:[0.15882492 0.64316915 2.        ],op:[2.70704944e-05 6.37806824e-06 0.00000000e+00],tr:[1.64992663e-09 6.05630596e-01 0.00000000e+00],pr:[1.00612991 1.3761225  2.5198421 ],rev:[1.0052 1.9818 2.996 ],dbuf:[6.80708305e+00 8.40076363e+00 1.45520220e+05],ch:[3.94564591 4.07239171 3.94801743],ibuf:[0, 0, 0],rbuf:[4.18757375e+00 9.79268641e+00 1.47841028e+05]\n",
      "31:r:[-2.49509838e+00 -6.77616192e+00 -3.00684698e+04],p:[0.16111762 0.63919085 2.        ],op:[2.82985076e-05 0.00000000e+00 0.00000000e+00],tr:[1.68369451e-09 6.14446524e-01 0.00000000e+00],pr:[1.00763317 1.36907793 2.5198421 ],rev:[1.0067 1.9836 3.0125],dbuf:[6.02965527e+00 8.31317538e+00 1.50262349e+05],ch:[3.99611503 4.25025723 4.07352394],ibuf:[0, 0, 0],rbuf:[1.11543858e+00 1.05481174e+01 1.52767607e+05]\n",
      "32:r:[-2.53819658e+00 -7.10794540e+00 -3.10610939e+04],p:[0.15698605 0.66677627 2.        ],op:[5.05888464e-05 5.10279088e-06 0.00000000e+00],tr:[1.60171320e-09 6.28467829e-01 0.00000000e+00],pr:[1.00106182 1.38437584 2.5198421 ],rev:[0.9998 2.012  3.0063],dbuf:[6.40951733e+00 8.86847215e+00 1.55225469e+05],ch:[3.94162747 3.90280505 4.10244186],ibuf:[0, 0, 0],rbuf:[2.72349517e+00 2.45123789e+00 1.57632186e+05]\n",
      "33:r:[-2.44005434e+00 -6.80920364e+00 -3.20129210e+04],p:[0.1581793 0.6405828 2.       ],op:[4.03406369e-05 0.00000000e+00 0.00000000e+00],tr:[1.63090100e-09 5.95998455e-01 0.00000000e+00],pr:[0.99986968 1.37566887 2.5198421 ],rev:[0.9993 1.9715 2.9994],dbuf:[5.87148622e+00 8.42270626e+00 1.59984605e+05],ch:[3.89410438 3.90893008 4.14170801],ibuf:[0, 0, 0],rbuf:[5.24069776e+00 7.77989212e-01 1.62427765e+05]\n",
      "34:r:[-2.51794032e+00 -6.80344334e+00 -3.30060928e+04],p:[0.15488838 0.64222993 2.        ],op:[3.20959741e-05 1.30593866e-09 0.00000000e+00],tr:[1.67955666e-09 6.08493496e-01 0.00000000e+00],pr:[0.99764561 1.37129668 2.5198421 ],rev:[0.9966 1.981  3.0243],dbuf:[6.39288271e+00 8.32801965e+00 1.64950464e+05],ch:[4.06787216 4.0523595  3.9153193 ],ibuf:[0, 0, 0],rbuf:[3.16442956e+00 1.28800449e+01 1.67472344e+05]\n",
      "35:r:[-2.57628957e+00 -6.88224455e+00 -3.39863870e+04],p:[0.16012376 0.65068514 2.        ],op:[5.00917646e-05 3.58136514e-08 0.00000000e+00],tr:[1.68723507e-09 6.09634479e-01 0.00000000e+00],pr:[1.00713189 1.3772563  2.5198421 ],rev:[1.0061 1.9861 2.9881],dbuf:[6.47449395e+00 8.38381557e+00 1.69851935e+05],ch:[3.94116348 3.9605376  3.97307693],ibuf:[0, 0, 0],rbuf:[3.05829231e+00 5.08251778e+00 1.72154923e+05]\n",
      "36:r:[-2.46738909e+00 -7.00718158e+00 -3.48943344e+04],p:[0.1558661  0.65646866 2.        ],op:[6.30902565e-05 4.83432585e-06 0.00000000e+00],tr:[1.63795361e-09 6.07780242e-01 0.00000000e+00],pr:[0.99472896 1.38442415 2.5198421 ],rev:[0.9935 1.9925 2.9731],dbuf:[6.09977795e+00 8.77696822e+00 1.74391672e+05],ch:[4.03466128 3.87776806 3.9714377 ],ibuf:[0, 0, 0],rbuf:[5.73914227e+00 8.41077557e+00 1.76687502e+05]\n",
      "37:r:[-2.45645170e+00 -6.84168510e+00 -3.58253032e+04],p:[0.15350642 0.6441051  2.        ],op:[3.77527805e-05 0.00000000e+00 0.00000000e+00],tr:[1.59267536e-09 6.03944932e-01 0.00000000e+00],pr:[0.99114138 1.37447431 2.5198421 ],rev:[0.9899 1.9787 2.9887],dbuf:[6.14049174e+00 8.44422135e+00 1.79046516e+05],ch:[3.92387728 3.99546963 4.0525271 ],ibuf:[0, 0, 0],rbuf:[5.99974328e+00 1.12183400e+01 1.81376081e+05]\n",
      "38:r:[-2.53272790e+00 -6.99830055e+00 -3.67621616e+04],p:[0.16152303 0.65829622 2.        ],op:[3.01215252e-05 0.00000000e+00 0.00000000e+00],tr:[1.68322378e-09 6.27285660e-01 0.00000000e+00],pr:[1.01058935 1.37989116 2.5198421 ],rev:[1.0098 2.0064 2.9882],dbuf:[6.20151349e+00 8.65965398e+00 1.83730808e+05],ch:[4.04697222 4.08642749 3.88190591],ibuf:[0, 0, 0],rbuf:[4.05687236e+00 3.45017184e+00 1.86059660e+05]\n",
      "39:r:[-2.47267361e+00 -7.14293050e+00 -3.77130972e+04],p:[0.15652215 0.66986216 2.        ],op:[5.95294014e-05 0.00000000e+00 0.00000000e+00],tr:[1.61918273e-09 6.17976054e-01 0.00000000e+00],pr:[0.99602658 1.38586934 2.5198421 ],rev:[0.9944 2.0051 3.0045],dbuf:[6.10010074e+00 8.92016609e+00 1.88485486e+05],ch:[3.94467751 4.00622508 3.97717653],ibuf:[0, 0, 0],rbuf:[3.64798232e+00 1.59961875e+01 1.90906239e+05]\n",
      "40:r:[-2.42791773e+00 -6.70654714e+00 -3.86654344e+04],p:[0.15285872 0.63152731 2.        ],op:[6.19772717e-05 5.14813252e-07 0.00000000e+00],tr:[1.58084129e-09 6.04522631e-01 0.00000000e+00],pr:[0.99043177 1.37016501 2.5198421 ],rev:[0.989  1.9747 2.9855],dbuf:[6.02276086e+00 8.27162260e+00 1.93247172e+05],ch:[3.90445016 4.09517841 4.00494968],ibuf:[0, 0, 0],rbuf:[3.82703232e+00 1.61719483e+01 1.95562818e+05]\n",
      "41:r:[-2.65813427e+00 -6.92736065e+00 -3.96042904e+04],p:[0.15889929 0.65201715 2.        ],op:[2.77416707e-05 0.00000000e+00 0.00000000e+00],tr:[1.66665846e-09 6.20423583e-01 0.00000000e+00],pr:[1.01045833 1.37955522 2.5198421 ],rev:[1.0103 1.9989 3.0014],dbuf:[6.93359025e+00 8.55611715e+00 1.97941452e+05],ch:[3.96792595 4.00070244 3.93951055],ibuf:[0, 0, 0],rbuf:[7.91660409e+00 5.38394045e+00 2.00378397e+05]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "42:r:[-2.46352456e+00 -6.80766203e+00 -4.05914869e+04],p:[0.15535319 0.64215914 2.        ],op:[4.51769493e-05 0.00000000e+00 0.00000000e+00],tr:[1.62639523e-09 6.03072081e-01 0.00000000e+00],pr:[0.99684369 1.37637488 2.5198421 ],rev:[0.9965 1.9808 3.0201],dbuf:[6.10168808e+00 8.35194464e+00 2.02877435e+05],ch:[3.93072921 4.09560736 3.89854433],ibuf:[0, 0, 0],rbuf:[1.55442569e+01 1.89142858e+01 2.05380976e+05]\n",
      "43:r:[-2.62975804e+00 -6.97806146e+00 -4.16199174e+04],p:[0.16178929 0.65421612 2.        ],op:[5.01511612e-05 0.00000000e+00 0.00000000e+00],tr:[1.68383933e-09 6.07891950e-01 0.00000000e+00],pr:[1.01411316 1.38228578 2.5198421 ],rev:[1.0123 1.9886 3.039 ],dbuf:[6.67521255e+00 8.72166261e+00 2.08019587e+05],ch:[3.98822288 3.94922761 4.01578144],ibuf:[0, 0, 0],rbuf:[9.96667285e+00 3.13693974e+00 2.10572555e+05]\n",
      "44:r:[-2.41922580e+00 -6.97915314e+00 -4.26377351e+04],p:[0.15391661 0.65714944 2.        ],op:[5.52922659e-05 0.00000000e+00 0.00000000e+00],tr:[1.60865569e-09 6.19361798e-01 0.00000000e+00],pr:[0.99017834 1.37914834 2.5198421 ],rev:[0.9884 2.     3.0044],dbuf:[5.93725281e+00 8.60978806e+00 2.13108675e+05],ch:[4.11100638 4.0725055  4.07433807],ibuf:[0, 0, 0],rbuf:[4.22057170e+00 1.80356075e+01 2.15418134e+05]\n",
      "45:r:[-2.71034164e+00 -7.13974747e+00 -4.35733658e+04],p:[0.16391132 0.66839262 2.        ],op:[5.39475875e-05 8.23714514e-07 0.00000000e+00],tr:[1.83438929e-09 6.19412793e-01 0.00000000e+00],pr:[1.01827972 1.3889304  2.5198421 ],rev:[1.0169 2.0082 2.9965],dbuf:[6.99309765e+00 8.96299968e+00 2.17786829e+05],ch:[4.10086843 3.9106987  4.03651052],ibuf:[0, 0, 0],rbuf:[4.88826292e+00 1.67057075e+01 2.20184713e+05]\n",
      "46:r:[-2.33826297e+00 -6.97467307e+00 -4.45625564e+04],p:[0.14854356 0.65734476 2.        ],op:[7.14508826e-05 0.00000000e+00 0.00000000e+00],tr:[1.52984132e-09 6.21846768e-01 0.00000000e+00],pr:[0.98050941 1.38164636 2.5198421 ],rev:[0.9791 2.0023 3.0106],dbuf:[5.74671421e+00 8.57957504e+00 2.22732782e+05],ch:[3.83194327 4.03914692 3.91936628],ibuf:[0, 0, 0],rbuf:[8.01808544e+00 4.77439128e+00 2.25092292e+05]\n",
      "47:r:[-2.61320965e+00 -6.73810169e+00 -4.55193171e+04],p:[0.16349387 0.63718493 2.        ],op:[4.58591159e-05 4.13901721e-07 0.00000000e+00],tr:[1.68731651e-09 6.01795083e-01 0.00000000e+00],pr:[1.01523447 1.37275665 2.5198421 ],rev:[1.0137 1.9751 2.9868],dbuf:[6.52445902e+00 8.20309460e+00 2.27516586e+05],ch:[3.98202087 4.07151323 4.021374  ],ibuf:[0, 0, 0],rbuf:[4.09176772e+00 1.02858039e+01 2.29761871e+05]\n",
      "48:r:[-2.52225361e+00 -7.08048495e+00 -4.64883762e+04],p:[0.15674444 0.66600627 2.        ],op:[5.59727146e-05 0.00000000e+00 0.00000000e+00],tr:[1.61388117e-09 6.40539954e-01 0.00000000e+00],pr:[0.99833165 1.37841645 2.5198421 ],rev:[0.9986 2.0196 3.0269],dbuf:[6.33925145e+00 8.76217402e+00 2.32361881e+05],ch:[3.96617928 4.09026688 4.15981701],ibuf:[0, 0, 0],rbuf:[2.16491353e+01 1.67217835e+01 2.34832450e+05]\n",
      "49:r:[-2.58635076e+00 -6.77493144e+00 -4.74558252e+04],p:[0.1602508  0.64219673 2.        ],op:[4.36068858e-05 1.09039936e-06 0.00000000e+00],tr:[1.69904139e-09 6.14216668e-01 0.00000000e+00],pr:[1.00687588 1.37094021 2.5198421 ],rev:[1.0041 1.985  2.9963],dbuf:[6.51997766e+00 8.18674430e+00 2.37199126e+05],ch:[3.88825033 4.03110908 3.96050225],ibuf:[0, 0, 0],rbuf:[5.95703091e+00 1.52236377e+01 2.39597029e+05]\n",
      "50:r:[-2.51355734e+00 -6.78492497e+00 -4.84057507e+04],p:[0.15798412 0.6434816  2.        ],op:[5.82326949e-05 6.25640040e-07 0.00000000e+00],tr:[1.69978756e-09 6.33290540e-01 0.00000000e+00],pr:[1.00155796 1.36699264 2.5198421 ],rev:[1.0002 2.0004 2.9753],dbuf:[6.24609251e+00 8.18533575e+00 2.41948753e+05],ch:[3.94893991 4.17243338 4.00708566],ibuf:[0, 0, 0],rbuf:[6.70121194e+00 1.64059463e+01 2.44151608e+05]\n",
      "51:r:[-2.56144356e+00 -7.19269203e+00 -4.92951154e+04],p:[0.15908599 0.6755671  2.        ],op:[5.08465779e-05 6.51023960e-06 0.00000000e+00],tr:[1.60816657e-09 6.31052566e-01 0.00000000e+00],pr:[1.00430832 1.38618148 2.5198421 ],rev:[1.0028 2.017  2.9638],dbuf:[6.44174428e+00 8.94051566e+00 2.46395577e+05],ch:[4.01479338 4.04301284 3.94347335],ibuf:[0, 0, 0],rbuf:[2.95805938e+00 1.44147058e+01 2.48591187e+05]\n",
      "52:r:[-2.48469154e+00 -7.05673094e+00 -5.02146933e+04],p:[0.15497155 0.66472095 2.        ],op:[4.2742032e-05 7.3359718e-09 0.0000000e+00],tr:[1.60426315e-09 6.16248623e-01 0.00000000e+00],pr:[0.99729006 1.38583693 2.5198421 ],rev:[0.9964 2.0011 2.9958],dbuf:[6.22288614e+00 8.69481654e+00 2.50993467e+05],ch:[3.88676673 3.92548216 4.09283649],ibuf:[0, 0, 0],rbuf:[5.30219188e+00 4.55997025e+00 2.53350766e+05]\n",
      "53:r:[-2.49322825e+00 -7.14904683e+00 -5.12029433e+04],p:[0.15423679 0.67025014 2.        ],op:[3.93772983e-05 5.70780811e-06 0.00000000e+00],tr:[1.60433085e-09 6.23072269e-01 0.00000000e+00],pr:[0.99508842 1.39017602 2.5198421 ],rev:[0.994  2.0137 3.0246],dbuf:[6.29509455e+00 8.93500034e+00 2.55934716e+05],ch:[3.99370299 3.88233919 3.97824154],ibuf:[0, 0, 0],rbuf:[6.42307199e+00 9.37593606e+00 2.58398345e+05]\n",
      "54:r:[-2.56893713e+00 -7.16792883e+00 -5.21550183e+04],p:[0.15938256 0.67019772 2.        ],op:[3.55373110e-05 1.41132073e-05 0.00000000e+00],tr:[1.64811617e-09 6.08897322e-01 0.00000000e+00],pr:[1.00684563 1.38783407 2.5198421 ],rev:[1.006  1.9961 2.9915],dbuf:[6.46796187e+00 9.03117069e+00 2.60695092e+05],ch:[4.0134621  3.86626943 3.98034265],ibuf:[0, 0, 0],rbuf:[6.38793280e+00 3.43240985e+00 2.63114924e+05]\n",
      "55:r:[-2.47499182e+00 -7.06683164e+00 -5.31070863e+04],p:[0.1559856 0.660709  2.       ],op:[7.03771927e-05 1.83166703e-06 0.00000000e+00],tr:[1.62551042e-09 6.04791014e-01 0.00000000e+00],pr:[0.99576008 1.3846568  2.5198421 ],rev:[0.9942 1.9903 2.9919],dbuf:[6.13271985e+00 8.90572502e+00 2.65455432e+05],ch:[3.85409632 3.87436572 4.0823439 ],ibuf:[0, 0, 0],rbuf:[6.64247120e+00 1.20988460e+01 2.67835503e+05]\n",
      "56:r:[-2.61751305e+00 -6.78532477e+00 -5.40454895e+04],p:[0.16130686 0.64171484 2.        ],op:[2.73693601e-05 4.30307986e-06 0.00000000e+00],tr:[1.71099739e-09 6.19060347e-01 0.00000000e+00],pr:[1.01151891 1.37022723 2.5198421 ],rev:[1.0109 1.9882 2.9918],dbuf:[6.63419622e+00 8.25785817e+00 2.70147447e+05],ch:[4.0100833  4.10653427 4.17956745],ibuf:[0, 0, 0],rbuf:[6.81124073e+00 1.66936432e+00 2.72555082e+05]\n",
      "57:r:[-2.44032763e+00 -7.04898002e+00 -5.49973073e+04],p:[0.15440394 0.66429171 2.        ],op:[4.52616705e-05 0.00000000e+00 0.00000000e+00],tr:[1.61324919e-09 6.26238160e-01 0.00000000e+00],pr:[0.99315714 1.38360362 2.5198421 ],rev:[0.9915 2.0101 2.9874],dbuf:[6.02367011e+00 8.67323187e+00 2.74906537e+05],ch:[4.06134224 3.97744968 4.05921649],ibuf:[0, 0, 0],rbuf:[1.81224128e+00 4.25153757e+00 2.77230661e+05]\n",
      "58:r:[-2.56270077e+00 -6.93526523e+00 -5.59461134e+04],p:[0.15915352 0.64907513 2.        ],op:[5.03528501e-05 6.12959915e-07 0.00000000e+00],tr:[1.62831732e-09 6.07942964e-01 0.00000000e+00],pr:[1.00608931 1.37692398 2.5198421 ],rev:[1.0053 1.985  2.9906],dbuf:[6.44534875e+00 8.71329658e+00 2.79650567e+05],ch:[3.87251546 4.00623351 3.99569615],ibuf:[0, 0, 0],rbuf:[4.83760788e+00 5.62060046e+00 2.81938240e+05]\n",
      "59:r:[-2.58321850e+00 -6.64312748e+00 -5.69136968e+04],p:[0.15974857 0.62720408 2.        ],op:[3.82633868e-05 3.53634271e-06 0.00000000e+00],tr:[1.67880065e-09 6.03224403e-01 0.00000000e+00],pr:[1.00770471 1.3648756  2.5198421 ],rev:[1.0069 1.9686 3.0293],dbuf:[6.52461911e+00 8.12733284e+00 2.84488484e+05],ch:[4.00386814 4.13639863 3.92709486],ibuf:[0, 0, 0],rbuf:[6.71384460e+00 1.08731328e+01 2.87032819e+05]\n",
      "60:r:[-2.49490367e+00 -6.94166302e+00 -5.79091046e+04],p:[0.15418721 0.65155427 2.        ],op:[4.26793332e-05 0.00000000e+00 0.00000000e+00],tr:[1.58547375e-09 6.19574574e-01 0.00000000e+00],pr:[0.99315293 1.37674391 2.5198421 ],rev:[0.9917 1.9967 3.0121],dbuf:[6.30532294e+00 8.64614417e+00 2.89465523e+05],ch:[4.08449947 4.05673576 3.9977976 ],ibuf:[0, 0, 0],rbuf:[2.86645075e+00 1.46882514e+01 2.91955398e+05]\n",
      "61:r:[-2.44868252e+00 -7.12887992e+00 -5.88645092e+04],p:[0.15388299 0.66930464 2.        ],op:[6.66067056e-05 4.40846280e-07 0.00000000e+00],tr:[1.58874055e-09 6.26699340e-01 0.00000000e+00],pr:[0.99011657 1.38668934 2.5198421 ],rev:[0.9888 2.0124 2.9896],dbuf:[6.08542854e+00 8.87219621e+00 2.94242546e+05],ch:[4.10501079 3.97610287 3.85518047],ibuf:[0, 0, 0],rbuf:[6.03126940e+00 4.84871916e+00 2.96652978e+05]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "62:r:[-2.67276022e+00 -7.25720013e+00 -5.98058596e+04],p:[0.16280684 0.67635569 2.        ],op:[3.24952961e-05 3.61927978e-07 0.00000000e+00],tr:[1.71260708e-09 6.19309454e-01 0.00000000e+00],pr:[1.01567327 1.3941885  2.5198421 ],rev:[1.0146 2.0137 2.981 ],dbuf:[6.85022777e+00 9.23175845e+00 2.98949298e+05],ch:[4.00809928 3.8947629  3.94908391],ibuf:[0, 0, 0],rbuf:[3.99589194e+00 6.88206835e+00 3.01264557e+05]\n",
      "63:r:[-2.57463664e+00 -6.88987070e+00 -6.07484139e+04],p:[0.15554262 0.65016621 2.        ],op:[3.26477227e-05 0.00000000e+00 0.00000000e+00],tr:[1.61963273e-09 6.29264842e-01 0.00000000e+00],pr:[0.9989545  1.37499103 2.5198421 ],rev:[0.9981 2.0048 3.002 ],dbuf:[6.65017235e+00 8.44270490e+00 3.03662069e+05],ch:[4.03030086 4.07410696 3.94927473],ibuf:[0, 0, 0],rbuf:[4.36101160e+00 1.23233222e+01 3.06086136e+05]\n",
      "64:r:[-2.48311908e+00 -6.98040720e+00 -6.16908181e+04],p:[0.15147226 0.65517914 2.        ],op:[6.02757243e-05 0.00000000e+00 0.00000000e+00],tr:[1.53371972e-09 6.21490720e-01 0.00000000e+00],pr:[0.99298328 1.38071035 2.5198421 ],rev:[0.9914 2.0022 2.9797],dbuf:[6.35429417e+00 8.69487053e+00 3.08374091e+05],ch:[3.84475987 3.85771742 3.8958381 ],ibuf:[0, 0, 0],rbuf:[5.13713167e+00 1.23126114e+01 3.10684715e+05]\n",
      "65:r:[-2.42167246e+00 -6.97217195e+00 -6.26190464e+04],p:[0.15523721 0.65223913 2.        ],op:[3.2340076e-05 1.6175737e-07 0.0000000e+00],tr:[1.61111020e-09 5.96166594e-01 0.00000000e+00],pr:[0.9934569 1.3818961 2.5198421],rev:[0.9926 1.9773 2.9908],dbuf:[5.89758033e+00 8.77128787e+00 3.13015232e+05],ch:[4.00051237 3.93377874 3.88479697],ibuf:[0, 0, 0],rbuf:[5.24235091e+00 4.72740129e+00 3.15394294e+05]\n",
      "66:r:[-2.51238072e+00 -6.89007702e+00 -6.35639603e+04],p:[0.15540967 0.64908327 2.        ],op:[3.79820825e-05 4.59374075e-07 0.00000000e+00],tr:[1.55895163e-09 6.11881489e-01 0.00000000e+00],pr:[0.99836943 1.37398899 2.5198421 ],rev:[0.9973 1.986  2.9863],dbuf:[6.34399738e+00 8.48703591e+00 3.17739802e+05],ch:[3.98308954 4.1775376  4.17148281],ibuf:[0, 0, 0],rbuf:[3.06144245e+00 6.27354905e+00 3.20058873e+05]\n",
      "67:r:[-2.50206634e+00 -6.86391851e+00 -6.45146378e+04],p:[0.15696385 0.64461697 2.        ],op:[3.04456349e-05 0.00000000e+00 0.00000000e+00],tr:[1.65388614e-09 6.05815407e-01 0.00000000e+00],pr:[0.99739978 1.37522823 2.5198421 ],rev:[0.9966 1.9822 3.0023],dbuf:[6.23056005e+00 8.53491371e+00 3.22493189e+05],ch:[4.09445189 3.99633889 4.20450624],ibuf:[0, 0, 0],rbuf:[2.31548098e+00 1.78371844e+01 3.24883452e+05]\n",
      "68:r:[-2.47649856e+00 -6.85508096e+00 -6.54708347e+04],p:[0.15968229 0.64116248 2.        ],op:[3.51973478e-05 3.06645432e-06 0.00000000e+00],tr:[1.61961392e-09 6.04479894e-01 0.00000000e+00],pr:[1.00332193 1.37565688 2.5198421 ],rev:[1.0026 1.9789 2.9929],dbuf:[5.99379329e+00 8.62878310e+00 3.27274174e+05],ch:[3.98353866 3.95368099 4.10681868],ibuf:[0, 0, 0],rbuf:[5.60115636e+00 5.69915314e+00 3.29614031e+05]\n",
      "69:r:[-2.59727322e+00 -7.05394887e+00 -6.64323257e+04],p:[0.16145537 0.66201926 2.        ],op:[3.28738931e-05 0.00000000e+00 0.00000000e+00],tr:[1.71028140e-09 6.14170129e-01 0.00000000e+00],pr:[1.01170568 1.38689667 2.5198421 ],rev:[1.0114 2.0015 3.0003],dbuf:[6.52683630e+00 8.78897395e+00 3.32081629e+05],ch:[4.02344854 3.87276561 4.16126631],ibuf:[0, 0, 0],rbuf:[9.91409088e+00 1.00311453e+01 3.34418610e+05]\n",
      "70:r:[-2.50044874e+00 -6.68195524e+00 -6.73993415e+04],p:[0.15505748 0.63274952 2.        ],op:[3.09139756e-05 6.58023413e-09 0.00000000e+00],tr:[1.59284392e-09 6.22304972e-01 0.00000000e+00],pr:[0.99743725 1.36547092 2.5198421 ],rev:[0.9961 1.9882 3.0148],dbuf:[6.29870808e+00 8.09979499e+00 3.36916707e+05],ch:[3.97632445 4.12107043 3.95803319],ibuf:[0, 0, 0],rbuf:[4.74968167e+00 1.42772021e+01 3.39368189e+05]\n",
      "71:r:[-2.36617190e+00 -7.04219521e+00 -6.83764153e+04],p:[0.15286372 0.66292694 2.        ],op:[3.57194863e-05 0.00000000e+00 0.00000000e+00],tr:[1.55909034e-09 6.19851787e-01 0.00000000e+00],pr:[0.98832413 1.38368196 2.5198421 ],rev:[0.9877 2.0038 3.0137],dbuf:[5.71488187e+00 8.69389840e+00 3.41802077e+05],ch:[3.92845422 4.02488515 3.99659089],ibuf:[0, 0, 0],rbuf:[5.74912320e+00 1.69397081e+01 3.44306768e+05]\n",
      "72:r:[-2.55939936e+00 -6.74114204e+00 -6.93814567e+04],p:[0.16092071 0.63396267 2.        ],op:[4.29589436e-05 1.76204881e-06 0.00000000e+00],tr:[1.67649377e-09 5.97106680e-01 0.00000000e+00],pr:[1.00936669 1.37159805 2.5198421 ],rev:[1.0078 1.9679 3.0108],dbuf:[6.35845008e+00 8.34713294e+00 3.46827283e+05],ch:[3.87523038 4.07866984 3.82963248],ibuf:[0, 0, 0],rbuf:[1.82227496e+00 9.36574403e+00 3.49216347e+05]\n",
      "73:r:[-2.53703580e+00 -7.03787190e+00 -7.03316902e+04],p:[0.15851523 0.65766154 2.        ],op:[7.32055621e-05 1.27753543e-05 0.00000000e+00],tr:[1.66316359e-09 5.98274790e-01 0.00000000e+00],pr:[1.00341609 1.38451259 2.5198421 ],rev:[1.002  1.9823 2.9912],dbuf:[6.34164141e+00 8.88238707e+00 3.51578451e+05],ch:[3.94037488 3.8546308  3.96767062],ibuf:[0, 0, 0],rbuf:[7.33578481e+00 4.91074945e+00 3.53929926e+05]\n",
      "74:r:[-2.51520258e+00 -7.10236996e+00 -7.13041684e+04],p:[0.15504179 0.66533655 2.        ],op:[3.69759027e-05 0.00000000e+00 0.00000000e+00],tr:[1.61319363e-09 6.21253050e-01 0.00000000e+00],pr:[0.99648118 1.38779764 2.5198421 ],rev:[0.9954 2.0094 3.0112],dbuf:[6.37286227e+00 8.89838762e+00 3.56440842e+05],ch:[4.04541563 4.00079266 3.91452675],ibuf:[0, 0, 0],rbuf:[5.75885268e+00 8.40388146e+00 3.58843505e+05]\n",
      "75:r:[-2.49611282e+00 -6.99922490e+00 -7.22744494e+04],p:[0.15587809 0.65544445 2.        ],op:[2.75986414e-05 0.00000000e+00 0.00000000e+00],tr:[1.59551749e-09 6.07547218e-01 0.00000000e+00],pr:[1.00024517 1.38303124 2.5198421 ],rev:[0.9997 1.9919 2.9988],dbuf:[6.24433654e+00 8.77834635e+00 3.61292247e+05],ch:[3.83392526 3.90786063 4.16102647],ibuf:[0, 0, 0],rbuf:[6.60589592e+00 2.16192702e+01 3.63633084e+05]\n",
      "76:r:[-2.54320599e+00 -6.91754381e+00 -7.31997589e+04],p:[0.16118424 0.64916826 2.        ],op:[2.72504456e-05 0.00000000e+00 0.00000000e+00],tr:[1.67837388e-09 6.01095807e-01 0.00000000e+00],pr:[1.00951579 1.3801902  2.5198421 ],rev:[1.0085 1.9798 2.9824],dbuf:[6.26757025e+00 8.62098844e+00 3.65918794e+05],ch:[3.85428864 4.00404332 4.08523399],ibuf:[0, 0, 0],rbuf:[3.41018503e+00 6.75921278e+00 3.68258663e+05]\n",
      "77:r:[-2.56766703e+00 -7.07732450e+00 -7.41499536e+04],p:[0.15893988 0.66682599 2.        ],op:[2.86805052e-05 9.87976260e-07 0.00000000e+00],tr:[1.70379989e-09 6.44988431e-01 0.00000000e+00],pr:[1.00539878 1.37970016 2.5198421 ],rev:[1.0048 2.0256 2.9997],dbuf:[6.47959284e+00 8.71354342e+00 3.70669768e+05],ch:[4.02970333 4.10175472 4.20276313],ibuf:[0, 0, 0],rbuf:[4.75403945e+00 1.59158683e+01 3.73057242e+05]\n",
      "78:r:[-2.40270148e+00 -7.02695218e+00 -7.50322237e+04],p:[0.15066815 0.66293836 2.        ],op:[5.28246313e-05 6.07014172e-07 0.00000000e+00],tr:[1.52759101e-09 6.36204598e-01 0.00000000e+00],pr:[0.98393828 1.3804781  2.5198421 ],rev:[0.9825 2.0168 2.9264],dbuf:[5.98466856e+00 8.61720228e+00 3.75081119e+05],ch:[4.02324099 4.03832723 3.99286322],ibuf:[0, 0, 0],rbuf:[5.96329563e+00 1.71374054e+01 3.77122821e+05]\n",
      "79:r:[-2.58083294e+00 -7.20432961e+00 -7.59032933e+04],p:[0.15967138 0.67546418 2.        ],op:[6.33200865e-05 0.00000000e+00 0.00000000e+00],tr:[1.68992684e-09 6.32908988e-01 0.00000000e+00],pr:[1.00881033 1.38818042 2.5198421 ],rev:[1.0072 2.021  2.9969],dbuf:[6.51477676e+00 9.00308070e+00 3.79436467e+05],ch:[3.87944173 3.92376891 3.98169374],ibuf:[0, 0, 0],rbuf:[5.45405060e+00 1.62433508e+01 3.81893400e+05]\n",
      "80:r:[-2.37255373e+00 -7.01406087e+00 -7.68859051e+04],p:[0.15266313 0.66288629 2.        ],op:[7.82780959e-05 0.00000000e+00 0.00000000e+00],tr:[1.59515617e-09 6.40615752e-01 0.00000000e+00],pr:[0.98535984 1.38040825 2.5198421 ],rev:[0.9831 2.0207 3.005 ],dbuf:[5.75311232e+00 8.55485274e+00 3.84349525e+05],ch:[3.98999863 3.98287063 3.96586583],ibuf:[0, 0, 0],rbuf:[3.57306714e+00 1.30032843e+01 3.86744979e+05]\n",
      "81:r:[-2.42781671e+00 -7.07169478e+00 -7.78609213e+04],p:[0.15289996 0.66337609 2.        ],op:[5.04285558e-05 0.00000000e+00 0.00000000e+00],tr:[1.54707195e-09 6.24119620e-01 0.00000000e+00],pr:[0.98974953 1.38226045 2.5198421 ],rev:[0.9886 2.0056 3.0181],dbuf:[6.02106792e+00 8.82343011e+00 3.89224607e+05],ch:[3.94999387 3.98528721 3.91753832],ibuf:[0, 0, 0],rbuf:[3.84562302e+00 5.20254259e+00 3.91727558e+05]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "82:r:[-2.36326117e+00 -7.05342014e+00 -7.88601775e+04],p:[0.15375811 0.66221105 2.        ],op:[4.11708106e-05 3.17384553e-06 0.00000000e+00],tr:[1.55630315e-09 6.18607724e-01 0.00000000e+00],pr:[0.98806654 1.38623554 2.5198421 ],rev:[0.9869 2.0054 3.0318],dbuf:[5.66433453e+00 8.77853167e+00 3.94220888e+05],ch:[4.03238012 3.91788572 4.00152717],ibuf:[0, 0, 0],rbuf:[3.79795542e+00 1.10732482e+01 3.96847137e+05]\n",
      "83:r:[-2.58923767e+00 -7.08530398e+00 -7.98998428e+04],p:[0.16417602 0.66545505 2.        ],op:[3.3928335e-05 0.0000000e+00 0.0000000e+00],tr:[1.73130195e-09 6.28594859e-01 0.00000000e+00],pr:[1.01494181 1.38248633 2.5198421 ],rev:[1.0151 2.0107 3.0369],dbuf:[6.37779031e+00 8.80831799e+00 3.99419214e+05],ch:[4.05747588 3.95518835 3.93731788],ibuf:[0, 0, 0],rbuf:[1.41569201e+01 7.26139385e+00 4.02017716e+05]\n",
      "84:r:[-2.43947706e+00 -6.89038497e+00 -8.09381072e+04],p:[0.15309303 0.64713624 2.        ],op:[5.14090156e-05 0.00000000e+00 0.00000000e+00],tr:[1.57616707e-09 6.03945724e-01 0.00000000e+00],pr:[0.98792359 1.3800139  2.5198421 ],rev:[0.9856 1.9838 3.0127],dbuf:[6.07160771e+00 8.56647538e+00 4.04610536e+05],ch:[4.09035677 3.98445892 4.03246881],ibuf:[0, 0, 0],rbuf:[2.87507119e+00 5.66514804e+00 4.06946295e+05]\n",
      "85:r:[-2.46015069e+00 -6.89736259e+00 -8.18573828e+04],p:[0.15719795 0.64682743 2.        ],op:[5.78157560e-05 9.25495552e-08 0.00000000e+00],tr:[1.61752423e-09 6.02278908e-01 0.00000000e+00],pr:[0.99656629 1.38031075 2.5198421 ],rev:[0.9946 1.9824 2.9741],dbuf:[6.01052284e+00 8.61371209e+00 4.09206914e+05],ch:[4.07609661 3.99758782 4.01935695],ibuf:[0, 0, 0],rbuf:[1.87513430e+00 3.78975232e+00 4.11488874e+05]\n",
      "86:r:[-2.53827060e+00 -6.85220304e+00 -8.28219913e+04],p:[0.16025152 0.6452167  2.        ],op:[6.16227432e-05 4.32855880e-07 0.00000000e+00],tr:[1.67747383e-09 6.08395070e-01 0.00000000e+00],pr:[1.00533792 1.37742847 2.5198421 ],rev:[1.0053 1.9865 3.0118],dbuf:[6.27882726e+00 8.45232990e+00 4.14029957e+05],ch:[3.82898558 3.95601648 4.11300098],ibuf:[0, 0, 0],rbuf:[1.67681419e+01 1.06017516e+01 4.16408453e+05]\n",
      "87:r:[-2.43389566e+00 -6.90969407e+00 -8.37767846e+04],p:[0.15331103 0.65022218 2.        ],op:[2.84354687e-05 1.18512505e-06 0.00000000e+00],tr:[1.56492461e-09 6.23154584e-01 0.00000000e+00],pr:[0.99018503 1.37632719 2.5198421 ],rev:[0.988  1.9998 3.0034],dbuf:[6.03589952e+00 8.53953564e+00 4.18803923e+05],ch:[3.91966323 4.0163161  4.048258  ],ibuf:[0, 0, 0],rbuf:[4.76576061e+00 1.38771949e+01 4.21244032e+05]\n",
      "88:r:[-2.63201813e+00 -7.14634253e+00 -8.47479740e+04],p:[0.16036777 0.67169253 2.        ],op:[4.59730948e-05 0.00000000e+00 0.00000000e+00],tr:[1.67878399e-09 6.31046173e-01 0.00000000e+00],pr:[1.01127282 1.3858953  2.5198421 ],rev:[1.0115 2.0165 2.9825],dbuf:[6.74354087e+00 8.86401139e+00 4.23659870e+05],ch:[3.89012521 4.02660682 3.97032553],ibuf:[0, 0, 0],rbuf:[1.70509638e+01 9.46248600e+00 4.25870611e+05]\n",
      "89:r:[-2.50500411e+00 -7.01887475e+00 -8.56522545e+04],p:[0.15678806 0.65844362 2.        ],op:[4.18472901e-05 0.00000000e+00 0.00000000e+00],tr:[1.65574806e-09 6.30657839e-01 0.00000000e+00],pr:[0.99956202 1.38042735 2.5198421 ],rev:[0.9976 2.0115 2.9942],dbuf:[6.25182417e+00 8.75662878e+00 4.28181273e+05],ch:[3.94833906 4.03279541 3.88469683],ibuf:[0, 0, 0],rbuf:[6.79132536e+00 1.36106267e+01 4.30614190e+05]\n",
      "90:r:[-2.53408658e+00 -7.08582479e+00 -8.66031554e+04],p:[0.16019984 0.66588919 2.        ],op:[4.70920427e-05 6.68423272e-08 0.00000000e+00],tr:[1.67859254e-09 6.39055479e-01 0.00000000e+00],pr:[1.00405673 1.38338582 2.5198421 ],rev:[1.0029 2.0219 3.0103],dbuf:[6.26055565e+00 8.79355374e+00 4.32935777e+05],ch:[3.99301558 3.91207033 3.94347882],ibuf:[0, 0, 0],rbuf:[8.21453842e+00 8.20927812e+00 4.35518769e+05]\n",
      "91:r:[-2.46973020e+00 -7.07080463e+00 -8.76212993e+04],p:[0.15528546 0.66008654 2.        ],op:[5.22921313e-05 0.00000000e+00 0.00000000e+00],tr:[1.61776794e-09 6.07660608e-01 0.00000000e+00],pr:[0.99539398 1.38688132 2.5198421 ],rev:[0.9934 1.9942 3.0211],dbuf:[6.13514074e+00 8.95056136e+00 4.38026497e+05],ch:[3.89847603 3.83457604 3.89485893],ibuf:[0, 0, 0],rbuf:[1.15800239e+00 4.78996665e+00 4.40531348e+05]\n",
      "92:r:[-2.60502768e+00 -7.09452845e+00 -8.85861861e+04],p:[0.16015661 0.66691057 2.        ],op:[3.47912749e-05 3.29549961e-06 0.00000000e+00],tr:[1.66740543e-09 6.37986619e-01 0.00000000e+00],pr:[1.00867163 1.38223045 2.5198421 ],rev:[1.0087 2.0204 2.9864],dbuf:[6.61748229e+00 8.79608743e+00 4.42850930e+05],ch:[3.95678059 4.07444883 4.0835642 ],ibuf:[0, 0, 0],rbuf:[1.02106654e+01 6.94822728e+00 4.45196927e+05]\n",
      "93:r:[-2.56070512e+00 -6.93284642e+00 -8.95002641e+04],p:[0.15765819 0.65463646 2.        ],op:[3.81703171e-05 0.00000000e+00 0.00000000e+00],tr:[1.62264800e-09 6.30495905e-01 0.00000000e+00],pr:[1.00320917 1.37727867 2.5198421 ],rev:[1.0017 2.0079 2.9677],dbuf:[6.49567131e+00 8.47877360e+00 4.47421321e+05],ch:[3.97192942 4.0567813  3.95291728],ibuf:[0, 0, 0],rbuf:[5.16054934e+00 8.20250192e+00 4.49675506e+05]\n",
      "94:r:[-2.60698265e+00 -7.19830611e+00 -9.04079682e+04],p:[0.16353257 0.67505287 2.        ],op:[2.46387317e-05 2.31665757e-08 0.00000000e+00],tr:[1.68408003e-09 6.32813971e-01 0.00000000e+00],pr:[1.01674588 1.38662377 2.5198421 ],rev:[1.0161 2.0198 2.9671],dbuf:[6.49262477e+00 8.98941481e+00 4.51959841e+05],ch:[4.03971191 4.01675062 4.05712533],ibuf:[0, 0, 0],rbuf:[3.95103265e+00 1.18553283e+01 4.54148085e+05]\n",
      "95:r:[-2.42185344e+00 -6.74281800e+00 -9.12933688e+04],p:[0.15342282 0.63871526 2.        ],op:[6.76502304e-05 0.00000000e+00 0.00000000e+00],tr:[1.5609449e-09 6.2392107e-01 0.0000000e+00],pr:[0.98910565 1.370195   2.5198421 ],rev:[0.9869 1.9937 2.9835],dbuf:[5.96964834e+00 8.16547972e+00 4.56386844e+05],ch:[4.06660887 4.17334148 4.01850849],ibuf:[0, 0, 0],rbuf:[2.49018108e+00 7.69465773e+00 4.58784664e+05]\n",
      "96:r:[-2.52241635e+00 -6.95602784e+00 -9.22694375e+04],p:[0.1547843  0.65245695 2.        ],op:[4.67194957e-05 1.73374162e-06 0.00000000e+00],tr:[1.55996419e-09 6.06338267e-01 0.00000000e+00],pr:[0.99539615 1.37844001 2.5198421 ],rev:[0.9944 1.9845 3.002 ],dbuf:[6.41884105e+00 8.68179197e+00 4.61267187e+05],ch:[4.02067154 4.01281738 3.83757291],ibuf:[0, 0, 0],rbuf:[3.94126829e+00 5.40674732e+00 4.63606243e+05]\n",
      "97:r:[-2.44796046e+00 -6.97105849e+00 -9.32060896e+04],p:[0.15838399 0.65607696 2.        ],op:[4.20923617e-05 0.00000000e+00 0.00000000e+00],tr:[1.64968058e-09 6.24651577e-01 0.00000000e+00],pr:[0.99607313 1.37853993 2.5198421 ],rev:[0.9947 2.0032 2.988 ],dbuf:[5.90275911e+00 8.61221390e+00 4.65950448e+05],ch:[4.07553917 4.03793133 4.00596675],ibuf:[0, 0, 0],rbuf:[3.99704440e+00 5.49171414e+00 4.68287822e+05]\n",
      "98:r:[-2.46734921e+00 -6.97171128e+00 -9.40990784e+04],p:[0.15456989 0.65551315 2.        ],op:[6.62927627e-05 0.00000000e+00 0.00000000e+00],tr:[1.59752835e-09 6.11581248e-01 0.00000000e+00],pr:[0.99237774 1.37984689 2.5198421 ],rev:[0.991  1.9916 2.9603],dbuf:[6.15129887e+00 8.63803041e+00 4.70415392e+05],ch:[4.01656786 4.07023588 3.99890137],ibuf:[0, 0, 0],rbuf:[5.80655446e+00 7.21033220e+00 4.72692401e+05]\n",
      "99:r:[-2.50013777e+00 -6.78889146e+00 -9.50327874e+04],p:[0.15867379 0.64116122 2.        ],op:[2.07304215e-05 1.16942417e-06 0.00000000e+00],tr:[1.65769697e-09 6.23823926e-01 0.00000000e+00],pr:[1.00285105 1.37201918 2.5198421 ],rev:[1.002  1.9962 3.0167],dbuf:[6.15290791e+00 8.29796187e+00 4.75083937e+05],ch:[4.08330121 4.05949765 4.02567617],ibuf:[0, 0, 0],rbuf:[2.94408806e+00 1.08156978e+01 4.77660980e+05]\n",
      "---------7------------\n",
      "[{'id': '1', 'model': 'AR', 'num_r': 4, 'rate': 1.0, 'dis': 100, 'action_bound': 2, 'data_buf_size': 100, 't_factor': 0.8, 'penalty': 1000}, {'id': '2', 'model': 'AR', 'num_r': 4, 'rate': 2.0, 'dis': 100, 'action_bound': 2, 'data_buf_size': 100, 't_factor': 0.8, 'penalty': 1000}, {'id': '3', 'model': 'AR', 'num_r': 4, 'rate': 3.0, 'dis': 100, 'action_bound': 2, 'data_buf_size': 100, 't_factor': 0.8, 'penalty': 1000}]\n",
      "INFO:tensorflow:Restoring parameters from model_M_08_nB/my_train_model_7-2000\n",
      "Initialization OK!----> user 1\n",
      "INFO:tensorflow:Restoring parameters from model_M_08_nB/my_train_model_7-2000\n",
      "Initialization OK!----> user 2\n",
      "INFO:tensorflow:Restoring parameters from model_M_08_nB/my_train_model_7-2000\n",
      "Initialization OK!----> user 3\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0:r:[ -2.08557092  -9.08552726 -19.40306415],p:[0.14944765 0.68270567 1.62137495],op:[9.93018683e-04 5.81201384e-09 8.36788565e-06],tr:[0.06160738 0.9475736  1.15537586],pr:[0.93942664 1.04878541 1.82654497],rev:[0.9841 1.9979 2.9848],dbuf:[ 4.41022767 18.11940934 32.15998813],ch:[4.08221923 3.98131209 4.03780669],ibuf:[0, 0, 0],rbuf:[ 0.28838488 15.48731013 29.66652392]\n",
      "1:r:[ -2.20155728  -9.22458251 -19.73502719],p:[0.15800748 0.6935764  1.65252617],op:[0.00085606 0.         0.        ],tr:[0.07167596 0.95350656 1.14459637],pr:[0.94924049 1.04953684 1.84075949],rev:[1.0062 2.004  2.9851],dbuf:[ 4.65324498 18.37985646 32.57408922],ch:[4.00739624 4.02727231 3.86896732],ibuf:[0, 0, 0],rbuf:[ 2.18913063 25.05333058 27.10795283]\n",
      "2:r:[ -2.07424154  -8.99997632 -19.54537041],p:[0.14829594 0.68382824 1.63588459],op:[0.00104369 0.         0.        ],tr:[0.05874075 0.95239424 1.1882754 ],pr:[0.94158909 1.03960181 1.82597397],rev:[0.9834 1.9911 3.0144],dbuf:[ 4.39762263 17.64675215 32.29146848],ch:[3.99018444 4.08975571 4.04086296],ibuf:[0, 0, 0],rbuf:[ 4.56656245 16.09284569 28.61424452]\n",
      "3:r:[ -2.24717834  -9.17204973 -19.21470485],p:[0.16195942 0.68958817 1.6070765 ],op:[0.0008416 0.        0.       ],tr:[0.07658122 0.95869965 1.16121055],pr:[0.9523281  1.04726367 1.81762843],rev:[1.0153 2.0056 2.9787],dbuf:[ 4.72385105 18.27672166 31.79046446],ch:[3.95080253 3.98173006 4.08824755],ibuf:[0, 0, 0],rbuf:[ 5.7989324  12.45969109 27.22443388]\n",
      "4:r:[ -2.09992636  -9.54557728 -19.58461261],p:[0.14920173 0.70950776 1.64065685],op:[0.00095449 0.         0.        ],tr:[0.06005555 0.9357434  1.17854169],pr:[0.94738344 1.06478608 1.82707453],rev:[0.9917 2.0023 3.0054],dbuf:[ 4.49338318 19.34757585 32.29678897],ch:[3.92921099 3.82278166 4.02749685],ibuf:[0, 0, 0],rbuf:[ 4.77175115 30.16484424 25.06227305]\n",
      "5:r:[ -1.96737568  -9.04680708 -19.39075274],p:[0.13996715 0.68753181 1.61987814],op:[0.00125111 0.         0.        ],tr:[0.05271277 0.97537306 1.18654112],pr:[0.93178147 1.04219965 1.82404161],rev:[0.9642 2.0168 3.0123],dbuf:[ 4.18814799 17.73276297 32.15863826],ch:[3.89133297 3.99538679 4.05509361],ibuf:[0, 0, 0],rbuf:[ 6.99608265 22.43769336 42.23491165]\n",
      "6:r:[ -2.16797846  -8.89787135 -19.48115083],p:[0.15570056 0.67960414 1.63075467],op:[0.00085216 0.         0.        ],tr:[0.06830414 0.94694865 1.16724441],pr:[0.94890104 1.03877427 1.82497149],rev:[1.003  1.9868 2.9916],dbuf:[ 4.57778333 17.30519097 32.1755674 ],ch:[3.96918193 3.97102164 4.06987764],ibuf:[0, 0, 0],rbuf:[ 3.442159   33.20846424 36.07599395]\n",
      "7:r:[ -2.10551883  -8.90257428 -19.366531  ],p:[0.14909539 0.681682   1.6176253 ],op:[0.00084065 0.         0.        ],tr:[0.05737411 0.95280086 1.17040669],pr:[0.94921101 1.037768   1.81735593],rev:[0.9924 1.99   2.9884],dbuf:[ 4.53015243 17.24559154 32.12764303],ch:[4.13603556 4.07449925 4.19144494],ibuf:[0, 0, 0],rbuf:[ 3.52290809 27.51982668 42.44976877]\n",
      "8:r:[ -2.21306007  -9.66799012 -19.52345377],p:[0.15933532 0.71368073 1.63011854],op:[0.00073743 0.         0.        ],tr:[0.07343661 0.94403387 1.14437918],pr:[0.9513112  1.06547452 1.83184204],rev:[1.012  2.0084 2.9742],dbuf:[ 4.66239016 19.79272133 32.41252712],ch:[3.92552364 3.89800421 3.93908994],ibuf:[0, 0, 0],rbuf:[ 3.89601634 16.43601881 22.23761624]\n",
      "9:r:[ -2.15413256  -8.29638841 -19.50550228],p:[0.15371051 0.65406826 1.63678086],op:[0.00084129 0.         0.        ],tr:[0.06834279 0.97166708 1.18706282],pr:[0.95138437 1.01603636 1.82441844],rev:[1.0063 1.9871 3.0119],dbuf:[ 4.58859066 15.31921148 32.05627686],ch:[4.00802156 4.14159615 3.99699721],ibuf:[0, 0, 0],rbuf:[ 6.95796088 10.40166036 26.42493434]\n",
      "10:r:[ -2.17417669  -8.80206801 -19.61351235],p:[0.15408282 0.67350543 1.64361926],op:[0.00078159 0.         0.        ],tr:[0.06401496 0.95229957 1.12685378],pr:[0.95474128 1.02976192 1.84014823],rev:[1.0058 1.9816 2.97  ],dbuf:[ 4.67630733 17.07012276 32.32279124],ch:[4.08230486 4.19610803 3.83429335],ibuf:[0, 0, 0],rbuf:[ 4.15099231  5.78677942 56.40481568]\n",
      "11:r:[ -2.15687049  -8.56943541 -19.58362534],p:[0.15514855 0.66623984 1.6477208 ],op:[0.0010063 0.        0.       ],tr:[0.06833175 0.95551793 1.17545888],pr:[0.94017173 1.02365656 1.82930575],rev:[0.9917 1.9795 3.0016],dbuf:[ 4.53815823 16.1975835  32.00929463],ch:[4.05138485 4.17238636 3.95039319],ibuf:[0, 0, 0],rbuf:[ 8.4369721   9.04195408 24.75848256]\n",
      "12:r:[ -2.01972219  -8.70570685 -19.0681728 ],p:[0.14295463 0.67231669 1.59670967],op:[0.00108787 0.         0.        ],tr:[0.05520274 0.9625175  1.13367792],pr:[0.93813694 1.02727983 1.82117109],rev:[0.9741 1.9899 2.9562],dbuf:[ 4.33691086 16.63586657 31.47247721],ch:[4.09938246 4.13390568 3.9836746 ],ibuf:[0, 0, 0],rbuf:[ 4.77823541 10.06872426 38.26842521]\n",
      "13:r:[ -2.14631916  -9.32616011 -19.70779055],p:[0.15363987 0.69861285 1.64933898],op:[0.00081822 0.         0.        ],tr:[0.0673476  0.9759653  1.17360135],pr:[0.94772718 1.04882766 1.8333795 ],rev:[1.0014 2.0255 3.0064],dbuf:[ 4.55327227 18.68628665 32.56539347],ch:[4.0737754  4.02624009 3.97135818],ibuf:[0, 0, 0],rbuf:[ 7.13598784 17.13909408 32.45998172]\n",
      "14:r:[ -2.09236272  -8.61128943 -19.66274301],p:[0.14932402 0.66207244 1.64287405],op:[0.00100497 0.         0.        ],tr:[0.06463186 0.95647638 1.18021913],pr:[0.94143877 1.02708821 1.82871068],rev:[0.9881 1.985  3.01  ],dbuf:[ 4.448654   16.57354954 32.59875307],ch:[4.1272506  4.05728808 4.02302192],ibuf:[0, 0, 0],rbuf:[ 1.42107101 31.49317046 43.16190211]\n",
      "15:r:[ -2.20946066  -9.62726388 -19.82798739],p:[0.15967043 0.70683609 1.65665709],op:[0.00093712 0.         0.        ],tr:[0.07326719 0.94516369 1.16800697],pr:[0.9489424  1.06456449 1.83467715],rev:[1.007  2.0073 3.0013],dbuf:[ 4.62300111 19.86287567 32.87365343],ch:[3.81107951 3.92594148 4.02551015],ibuf:[0, 0, 0],rbuf:[ 4.59389749  7.2113804  29.32065642]\n",
      "16:r:[ -2.18411211  -9.0099343  -19.47678228],p:[0.15671606 0.6835974  1.62621765],op:[0.00098718 0.         0.        ],tr:[0.07190136 0.94034724 1.17253733],pr:[0.94821523 1.04805413 1.82636032],rev:[1.004  1.9892 2.9987],dbuf:[ 4.61243085 17.70577533 32.33520524],ch:[3.96191626 3.9240638  4.03405023],ibuf:[0, 0, 0],rbuf:[ 5.93187456 15.19771489 27.34411538]\n",
      "17:r:[ -2.1684691   -9.05605921 -19.61454652],p:[0.15463954 0.68400125 1.63704492],op:[0.00078174 0.         0.        ],tr:[0.06409379 0.92098184 1.16895256],pr:[0.95233062 1.05281072 1.82948995],rev:[1.0033 1.9734 2.9982],dbuf:[ 4.62549432 17.92024617 32.59093592],ch:[3.9113851  3.83224717 4.0111312 ],ibuf:[0, 0, 0],rbuf:[ 2.01079196 11.27210575 24.91911159]\n",
      "18:r:[ -2.13440257  -9.03687665 -19.68105646],p:[0.15161295 0.68013949 1.64825366],op:[0.00100318 0.         0.        ],tr:[0.06589941 0.95184243 1.16829151],pr:[0.9460574  1.04143541 1.83371869],rev:[0.9953 1.9924 3.0021],dbuf:[ 4.56736748 17.97880377 32.47513588],ch:[4.09804732 4.005234   3.92254333],ibuf:[0, 0, 0],rbuf:[ 1.38217647  2.49371644 25.81719019]\n",
      "19:r:[ -2.17673916  -9.36415518 -20.14182251],p:[0.15634604 0.70225314 1.67677275],op:[0.00096782 0.         0.        ],tr:[0.06908663 0.9507933  1.15731366],pr:[0.94549528 1.05508713 1.84458164],rev:[0.9989 2.0077 3.0025],dbuf:[ 4.59114131 18.73065028 33.63820258],ch:[3.98531242 3.95595173 3.96009664],ibuf:[0, 0, 0],rbuf:[ 7.82050673 20.68939404 31.86421911]\n",
      "20:r:[ -2.24565339  -9.40176428 -19.45270417],p:[0.1609566  0.70316998 1.6284372 ],op:[0.00078588 0.         0.        ],tr:[0.07203506 0.9397652  1.16056849],pr:[0.95145261 1.06318025 1.82825415],rev:[1.0101 2.0012 2.9888],dbuf:[ 4.75856774 18.88202236 32.12603276],ch:[4.08662574 3.83404138 3.98413532],ibuf:[0, 0, 0],rbuf:[ 4.68374221  3.23485796 31.63780212]\n",
      "21:r:[ -2.1155743   -8.84209579 -19.49080412],p:[0.15105988 0.68135095 1.63141053],op:[0.00107844 0.         0.        ],tr:[0.0628459  0.97174976 1.19089009],pr:[0.94322537 1.03161545 1.82185278],rev:[0.9877 2.0049 3.013 ],dbuf:[ 4.49233885 16.95644104 32.19759943],ch:[3.999132   4.12822965 4.11196173],ibuf:[0, 0, 0],rbuf:[ 4.91207526 18.58272204 34.20912247]\n",
      "22:r:[ -2.15299061  -9.06138441 -20.34930307],p:[0.15410189 0.69126548 1.71078257],op:[0.00097986 0.         0.        ],tr:[0.06727745 0.98392238 1.18676254],pr:[0.94437619 1.03535177 1.84963368],rev:[0.9954 2.02   3.0359],dbuf:[ 4.56168307 17.65630305 33.31521241],ch:[4.12278784 4.16298099 3.84193969],ibuf:[0, 0, 0],rbuf:[ 5.20792566 25.84119347 29.24686478]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "23:r:[ -2.15290937  -8.84964125 -19.60779563],p:[0.15361115 0.6766376  1.64544223],op:[0.00089831 0.         0.        ],tr:[0.06354133 0.96147203 1.15927127],pr:[0.9489812  1.03251161 1.83248333],rev:[0.9973 1.9923 2.9931],dbuf:[ 4.58416859 17.18270217 32.22128901],ch:[4.0473688  4.13820984 3.91110972],ibuf:[0, 0, 0],rbuf:[ 5.47463027  9.00481572 42.70086571]\n",
      "24:r:[ -2.1163757   -8.8952324  -19.79301584],p:[0.15057405 0.68218497 1.65624651],op:[0.00082802 0.         0.        ],tr:[0.06073902 0.95828958 1.19092066],pr:[0.94925005 1.03739994 1.83102851],rev:[0.996  1.9964 3.0213],dbuf:[ 4.52579538 17.18876331 32.71521896],ch:[3.97780801 4.0247316  4.05951001],ibuf:[0, 0, 0],rbuf:[ 0.         16.10968599 36.20918659]\n",
      "25:r:[ -2.11114243  -9.32332483 -19.25131967],p:[0.1488801  0.70189864 1.61484136],op:[0.00088946 0.         0.        ],tr:[0.05903711 0.96858272 1.14238783],pr:[0.94618544 1.0501635  1.82564339],rev:[0.9903 2.0186 2.9675],dbuf:[ 4.56492974 18.54067865 31.66294387],ch:[4.30763952 4.02612556 3.97195928],ibuf:[0, 0, 0],rbuf:[ 2.38267422 14.64744444 30.89703206]\n",
      "26:r:[ -2.15190816  -9.08606351 -19.40279991],p:[0.15474949 0.68428524 1.62854153],op:[0.00089933 0.         0.        ],tr:[0.07018411 0.93584028 1.16497398],pr:[0.94635483 1.05210331 1.82853243],rev:[1.0018 1.9884 2.9946],dbuf:[ 4.5335878  18.05890814 31.87233834],ch:[3.93955818 3.87636933 3.93927284],ibuf:[0, 0, 0],rbuf:[ 4.31702471 19.2115361  41.83294917]\n",
      "27:r:[ -2.230548    -8.98223956 -19.28113273],p:[0.16035611 0.6807111  1.61691353],op:[0.000848 0.       0.      ],tr:[0.07430581 0.95172666 1.18763851],pr:[0.95252159 1.04278045 1.81892293],rev:[1.0122 1.9937 3.0051],dbuf:[ 4.70457543 17.68275362 31.72912232],ch:[4.04151204 3.97095812 4.04617088],ibuf:[0, 0, 0],rbuf:[ 1.0696998  11.14046066 27.21862122]\n",
      "28:r:[ -2.10632246  -9.67418948 -19.60765794],p:[0.15074975 0.71771173 1.64752854],op:[0.00103898 0.         0.        ],tr:[0.06253947 0.95482073 1.18735595],pr:[0.94216848 1.06682598 1.82584212],rev:[0.9879 2.0234 3.0144],dbuf:[ 4.46006289 19.6624781  32.13714819],ch:[4.03471849 3.87045637 4.02444196],ibuf:[0, 0, 0],rbuf:[ 7.02306662 28.67338666 39.23786906]\n",
      "29:r:[ -2.0896978   -8.98739924 -19.2516798 ],p:[0.14980512 0.68337975 1.61802098],op:[0.00097376 0.         0.        ],tr:[0.06450654 0.92870688 1.16261029],pr:[0.94288932 1.04801292 1.82075923],rev:[0.9913 1.9762 2.9829],dbuf:[ 4.41733369 17.60180617 31.5375597 ],ch:[3.99157003 3.88788499 4.0141777 ],ibuf:[0, 0, 0],rbuf:[ 3.76780237 23.47539588 34.54266366]\n",
      "30:r:[ -2.19406754  -9.12713686 -19.71974658],p:[0.15769654 0.68947246 1.64540473],op:[0.00086804 0.         0.        ],tr:[0.06956049 0.95449988 1.15624531],pr:[0.94581665 1.04804548 1.83473558],rev:[1.0008 2.0026 2.9902],dbuf:[ 4.62775452 18.05678594 32.78254356],ch:[4.05868486 3.98058921 3.96500566],ibuf:[0, 0, 0],rbuf:[ 4.09821613 24.02181427 26.73381171]\n",
      "31:r:[ -2.21854808  -8.79119487 -19.51483728],p:[0.15922144 0.67302057 1.63485627],op:[0.00082315 0.         0.        ],tr:[0.06980854 0.94912316 1.16188432],pr:[0.95207032 1.033531   1.83270064],rev:[1.0086 1.9818 2.9953],dbuf:[ 4.69095693 17.03515173 32.17993557],ch:[3.91437748 4.02323824 3.8862906 ],ibuf:[0, 0, 0],rbuf:[ 7.1966798  15.4802594  33.88420465]\n",
      "32:r:[ -2.14949787  -8.93030464 -19.60182635],p:[0.15295384 0.68198557 1.64129784],op:[0.00094959 0.         0.        ],tr:[0.06561644 0.97941314 1.18370389],pr:[0.94965199 1.03575678 1.82418749],rev:[0.9989 2.0148 3.0077],dbuf:[ 4.59135216 17.3721006  32.35721824],ch:[4.02072096 4.1178969  4.07844717],ibuf:[0, 0, 0],rbuf:[ 5.21951099 11.7810379  31.97040496]\n",
      "33:r:[ -2.11961774  -9.12868803 -19.54889553],p:[0.15135964 0.69283966 1.64129341],op:[0.00090578 0.         0.        ],tr:[0.059443   0.95113714 1.15798401],pr:[0.94965171 1.04555592 1.83201737],rev:[0.9936 1.9974 2.9909],dbuf:[ 4.50747158 17.92985376 32.0927413 ],ch:[3.85785654 4.01500752 3.9217194 ],ibuf:[0, 0, 0],rbuf:[ 2.9023667  18.85047355 40.95656236]\n",
      "34:r:[ -2.17187407  -9.15020397 -19.47159797],p:[0.15613341 0.68820803 1.63236983],op:[0.00087955 0.         0.        ],tr:[0.06890064 0.95612678 1.18423234],pr:[0.94859495 1.04622329 1.82303493],rev:[1.0036 2.0051 3.0054],dbuf:[ 4.57885192 18.2226986  32.06319656],ch:[3.89595297 3.95252515 4.01648093],ibuf:[0, 0, 0],rbuf:[ 5.60809429 46.34977312 22.28382948]\n",
      "35:r:[ -2.25102343  -9.85894064 -19.7660204 ],p:[0.16179686 0.72472568 1.64833838],op:[0.00080217 0.         0.        ],tr:[0.07597902 0.95962866 1.1845787 ],pr:[0.95112088 1.073001   1.83041055],rev:[1.0126 2.0294 3.0161],dbuf:[ 4.7511557  20.30567595 32.8965667 ],ch:[4.12441757 3.79235624 4.05066549],ibuf:[0, 0, 0],rbuf:[ 0.31557553 14.05324364 33.39131028]\n",
      "36:r:[ -2.21056228  -9.15739545 -19.4706259 ],p:[0.15912852 0.68634825 1.62692599],op:[0.00083783 0.         0.        ],tr:[0.07425437 0.92874882 1.17036344],pr:[0.95268162 1.05542236 1.8242354 ],rev:[1.014  1.9856 2.9948],dbuf:[ 4.65415758 18.33304729 32.27608974],ch:[3.95671467 3.85216952 4.0762733 ],ibuf:[0, 0, 0],rbuf:[ 5.60977602 28.34143494 35.40289394]\n",
      "37:r:[ -2.15405524  -9.38788955 -19.57349729],p:[0.15330874 0.70484643 1.63551736],op:[0.00093107 0.         0.        ],tr:[0.0654593 0.9456509 1.1599882],pr:[0.94642427 1.05376242 1.82742496],rev:[0.9965 1.9984 2.9878],dbuf:[ 4.60068368 18.74559052 32.44679211],ch:[4.08508683 3.97503525 4.05177556],ibuf:[0, 0, 0],rbuf:[ 2.40685245 18.20820123 39.27132673]\n",
      "38:r:[ -2.10340567  -9.07311409 -19.80572845],p:[0.15116886 0.6863032  1.65823265],op:[0.0009328 0.        0.       ],tr:[0.0616933  0.97389247 1.20100889],pr:[0.94462705 1.03994242 1.83073491],rev:[0.9914 2.0151 3.0306],dbuf:[ 4.43296184 17.91344245 32.69933639],ch:[3.85952044 4.10157118 4.00443313],ibuf:[0, 0, 0],rbuf:[ 6.29753763 30.8593919  27.83326261]\n",
      "39:r:[ -2.18182701  -8.85141606 -19.64119078],p:[0.15675707 0.67390931 1.64133212],op:[0.00087018 0.         0.        ],tr:[0.07082604 0.95542639 1.16839903],pr:[0.94588629 1.03770893 1.83052093],rev:[1.0022 1.9914 2.9995],dbuf:[ 4.60404492 17.30070775 32.55266919],ch:[4.11791712 4.0521171  4.00778993],ibuf:[0, 0, 0],rbuf:[ 3.3291187  13.50626949 33.63364207]\n",
      "40:r:[ -2.18168271  -9.07015896 -19.52541429],p:[0.15590501 0.68643045 1.63383827],op:[0.00086179 0.         0.        ],tr:[0.06779396 0.94565165 1.18572312],pr:[0.94767613 1.0484785  1.82138544],rev:[1.0015 1.9938 3.0058],dbuf:[ 4.63774131 17.89357698 32.27354055],ch:[4.12592018 3.97549645 4.12250392],ibuf:[0, 0, 0],rbuf:[ 8.48725465 10.20474188 20.54802019]\n",
      "41:r:[ -2.13308586  -9.37949765 -19.7519156 ],p:[0.15244883 0.70201071 1.65570557],op:[0.00090373 0.         0.        ],tr:[0.0628758  0.9802573  1.18223909],pr:[0.94793458 1.04862042 1.82978135],rev:[0.996  2.0296 3.0127],dbuf:[ 4.53132684 18.81706    32.53135514],ch:[3.94499584 4.06144109 4.02434022],ibuf:[0, 0, 0],rbuf:[ 7.05085788 17.42757064 27.34357837]\n",
      "42:r:[ -2.17929091  -9.36309999 -19.5212041 ],p:[0.15578774 0.70214657 1.63367056],op:[0.00095458 0.         0.        ],tr:[0.06937242 0.96608832 1.15880304],pr:[0.94838881 1.05187297 1.82665618],rev:[1.0014 2.0193 2.9851],dbuf:[ 4.62676156 18.72963727 32.25919813],ch:[3.98734234 3.93264088 4.00194428],ibuf:[0, 0, 0],rbuf:[ 2.         30.81469422 23.75134166]\n",
      "43:r:[ -2.06594421  -8.93387475 -19.88512621],p:[0.14849279 0.67832859 1.66308082],op:[0.00116655 0.         0.        ],tr:[0.06226492 0.94532601 1.16513126],pr:[0.93693842 1.03957741 1.8403342 ],rev:[0.9804 1.9832 3.0062],dbuf:[ 4.34334762 17.53623022 32.90239822],ch:[3.86816494 4.02986973 3.92036583],ibuf:[0, 0, 0],rbuf:[ 9.25140491 13.78056555 31.09673134]\n",
      "44:r:[ -2.09558559  -9.09365044 -19.67678987],p:[0.14839644 0.68198182 1.64360549],op:[0.0009336 0.        0.       ],tr:[0.05718794 0.93115914 1.17484226],pr:[0.9470358  1.05155473 1.82975316],rev:[0.9876 1.9819 3.0045],dbuf:[ 4.50472662 18.18897946 32.63972977],ch:[3.98691889 3.92929086 4.04564694],ibuf:[0, 0, 0],rbuf:[ 1.1667845   5.64182024 30.14250858]\n",
      "45:r:[ -2.1610004   -8.73954737 -19.95184368],p:[0.15436937 0.6789504  1.66826505],op:[0.00096655 0.         0.        ],tr:[0.06711208 0.98993533 1.19859489],pr:[0.94726892 1.02797626 1.83704604],rev:[0.9982 2.0185 3.0355],dbuf:[ 4.59156517 16.53972065 33.02861656],ch:[3.92736506 4.14639993 3.98906063],ibuf:[0, 0, 0],rbuf:[ 0.78497623 11.52585604 28.73316175]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "46:r:[ -2.18855797  -8.92111648 -19.65805198],p:[0.15689189 0.6811986  1.64559083],op:[0.00098927 0.         0.        ],tr:[0.06834127 0.96233577 1.16985284],pr:[0.94600123 1.03804834 1.8323313 ],rev:[0.9979 2.0011 3.0031],dbuf:[ 4.62754353 17.35763828 32.46662677],ch:[4.04629354 4.05202909 3.93312887],ibuf:[0, 0, 0],rbuf:[ 0.79872856 18.68482904 37.89180994]\n",
      "47:r:[ -2.16225099  -9.16798876 -19.75219842],p:[0.15410116 0.69059938 1.64491311],op:[0.00079542 0.         0.        ],tr:[0.06430364 0.94579093 1.15861626],pr:[0.94872015 1.04632584 1.83494939],rev:[1.0006 1.9909 2.9923],dbuf:[ 4.61539168 18.21596858 32.96446787],ch:[4.18134507 4.01497848 3.99930793],ibuf:[0, 0, 0],rbuf:[ 4.97635381  6.51713189 25.23530999]\n",
      "48:r:[ -2.13463557  -9.6908389  -19.42515866],p:[0.15259719 0.7168579  1.62375601],op:[0.00098797 0.         0.        ],tr:[0.06446656 0.95287756 1.17771626],pr:[0.94542788 1.06337842 1.82319363],rev:[0.9931 2.0197 3.0011],dbuf:[ 4.52977136 19.77987828 32.17555302],ch:[4.07455314 3.95669179 4.08861763],ibuf:[0, 0, 0],rbuf:[ 2.84849458 40.95726489 27.13642526]\n",
      "49:r:[ -2.09322702  -8.74529572 -19.67463272],p:[0.1492822  0.67038753 1.64924555],op:[0.00104738 0.         0.        ],tr:[0.06005579 0.94021721 1.18219647],pr:[0.94347709 1.03702629 1.83076809],rev:[0.9857 1.9758 3.0134],dbuf:[ 4.45295186 16.9109774  32.40334147],ch:[4.03035634 3.95059328 4.0029507 ],ibuf:[0, 0, 0],rbuf:[ 2.17478155 26.52223586 31.49083608]\n",
      "50:r:[ -2.24988191  -9.04049947 -19.63351165],p:[0.16213919 0.68421145 1.63962688],op:[0.00075406 0.         0.        ],tr:[0.07585303 0.9469328  1.17533669],pr:[0.95183062 1.04465914 1.83131625],rev:[1.015  1.9904 3.0095],dbuf:[ 4.73367946 17.8340393  32.58248322],ch:[4.10075242 4.03748216 3.97909806],ibuf:[0, 0, 0],rbuf:[ 3.65866406 14.6027963  59.96139676]\n",
      "51:r:[ -2.18883472  -8.88088608 -19.53047148],p:[0.15649107 0.67793047 1.63198569],op:[0.00088095 0.         0.        ],tr:[0.07214513 0.94349352 1.17384919],pr:[0.94838122 1.03896694 1.82606226],rev:[1.0057 1.982  2.9967],dbuf:[ 4.64929245 17.28721167 32.3729298 ],ch:[4.02412391 4.00286403 4.03346539],ibuf:[0, 0, 0],rbuf:[ 2.41838086  9.99826852 27.84691994]\n",
      "52:r:[ -2.21829936  -8.79144365 -19.1417167 ],p:[0.15855994 0.66943952 1.60494421],op:[0.0008585 0.        0.       ],tr:[0.0709314  0.93905752 1.14198683],pr:[0.95141168 1.0389123  1.81611004],rev:[1.0081 1.9792 2.9583],dbuf:[ 4.71475903 17.17963737 31.51081497],ch:[4.02658229 4.01222794 4.12453213],ibuf:[0, 0, 0],rbuf:[ 2.68508981 22.30011674 29.8782362 ]\n",
      "53:r:[ -2.17517868  -8.86734492 -19.32967252],p:[0.15732795 0.67928305 1.61513828],op:[0.00099722 0.         0.        ],tr:[0.07243958 0.95204477 1.16844083],pr:[0.94393009 1.03947485 1.82173475],rev:[0.9998 1.9906 2.9904],dbuf:[ 4.54288674 17.16540278 32.04283137],ch:[3.97458491 3.99487578 4.06182   ],ibuf:[0, 0, 0],rbuf:[ 7.08954193 13.1038945  32.12240464]\n",
      "54:r:[ -2.19808701  -8.93880263 -19.96334203],p:[0.15656623 0.68105848 1.66383416],op:[0.00072611 0.         0.        ],tr:[0.06495097 0.9401804  1.16807636],pr:[0.95471196 1.041975   1.83843463],rev:[1.007  1.9816 3.0062],dbuf:[ 4.6987416  17.45167388 33.26334372],ch:[4.0399983  4.00641628 3.96954774],ibuf:[0, 0, 0],rbuf:[ 3.07326702  7.549975   29.01257727]\n",
      "55:r:[ -2.02020461  -9.34170593 -19.17197449],p:[0.14368391 0.69818893 1.60970902],op:[0.00105295 0.         0.        ],tr:[0.05341896 0.95220134 1.16218271],pr:[0.94020473 1.05272234 1.81923238],rev:[0.976  2.0056 2.9814],dbuf:[ 4.31154858 18.7809725  31.47151179],ch:[4.05352127 4.0174157  4.04137977],ibuf:[0, 0, 0],rbuf:[ 3.09383817 14.31319086 28.86161419]\n",
      "56:r:[ -2.15859203  -9.0206153  -19.79706134],p:[0.15444528 0.68486796 1.65568226],op:[0.00086305 0.         0.        ],tr:[0.06654956 0.96212041 1.17206712],pr:[0.9500811  1.04209509 1.83513344],rev:[1.0023 2.0046 3.0075],dbuf:[ 4.58062683 17.70835815 32.75801621],ch:[3.99025995 3.97517199 3.95127721],ibuf:[0, 0, 0],rbuf:[ 1.         18.15823439 31.85594232]\n",
      "57:r:[ -2.21391333  -8.79806838 -19.59049857],p:[0.15849052 0.67837285 1.63810663],op:[0.00064703 0.         0.        ],tr:[0.06697258 0.98146893 1.14960891],pr:[0.95437586 1.02699354 1.83064189],rev:[1.0115 2.0086 2.9809],dbuf:[ 4.70406437 16.85542786 32.4282277 ],ch:[4.02182686 4.21963417 3.99797854],ibuf:[0, 0, 0],rbuf:[ 4.94694279 19.53352985 38.34789305]\n",
      "58:r:[ -2.18810132  -9.17831685 -19.75956413],p:[0.1572891  0.6925739  1.65759606],op:[0.00088496 0.         0.        ],tr:[0.0668169  0.9516755  1.18242513],pr:[0.95092615 1.04709288 1.83349464],rev:[1.0029 1.9972 3.015 ],dbuf:[ 4.61354449 18.18862813 32.49397811],ch:[3.79488145 4.00775836 3.96343848],ibuf:[0, 0, 0],rbuf:[ 2.48381852  3.84975385 29.15018061]\n",
      "59:r:[ -2.2337711   -9.19059235 -19.72590883],p:[0.16092327 0.69341463 1.65292205],op:[0.00086196 0.         0.        ],tr:[0.07424739 0.95447536 1.18181886],pr:[0.95030954 1.05171533 1.83327159],rev:[1.0105 2.0065 3.0157],dbuf:[ 4.69744662 18.2163767  32.512662  ],ch:[3.98765352 3.95207736 3.94617372],ibuf:[0, 0, 0],rbuf:[ 4.17394867  6.94290088 35.24566368]\n",
      "60:r:[ -2.08962416  -8.78145019 -19.6929378 ],p:[0.14859505 0.66746019 1.64481858],op:[0.0010301 0.        0.       ],tr:[0.05940303 0.93298318 1.18524809],pr:[0.94304935 1.03647867 1.83157315],rev:[0.9857 1.9711 3.0173],dbuf:[ 4.46311504 17.20884339 32.67194594],ch:[4.07262955 3.99424548 3.99550725],ibuf:[0, 0, 0],rbuf:[ 4.5131165  23.32441465 40.03324759]\n",
      "61:r:[ -2.06588151  -9.0325989  -19.85658503],p:[0.14646452 0.68484397 1.66345342],op:[0.00109842 0.         0.        ],tr:[0.05604868 0.95912299 1.1182019 ],pr:[0.94348261 1.04228396 1.85018339],rev:[0.9807 2.002  2.967 ],dbuf:[ 4.42688983 17.76923553 32.74478843],ch:[3.9422732  4.03015202 3.71158525],ibuf:[0, 0, 0],rbuf:[ 4.57795397 29.25491998 26.18039229]\n",
      "62:r:[ -2.1466919   -8.83775811 -19.80776833],p:[0.15418693 0.68228954 1.65871823],op:[0.00087628 0.         0.        ],tr:[0.06358091 0.9798367  1.1673188 ],pr:[0.94574235 1.03060668 1.83968288],rev:[0.9951 2.0096 3.0073],dbuf:[ 4.53093124 16.89720902 32.69011251],ch:[3.97181633 4.12463732 3.88590652],ibuf:[0, 0, 0],rbuf:[ 4.10282615 20.82110053 29.16362304]\n",
      "63:r:[ -2.23085679  -8.93610958 -19.11922978],p:[0.16107783 0.68434327 1.59565509],op:[0.0008383 0.        0.       ],tr:[0.07366387 0.97096811 1.16402971],pr:[0.94959429 1.0342829  1.81268091],rev:[1.0091 2.0041 2.9778],dbuf:[ 4.67763853 17.30681717 31.76994527],ch:[4.04337558 4.12722213 4.14152491],ibuf:[0, 0, 0],rbuf:[ 4.74359335  9.31099888 40.0574346 ]\n",
      "64:r:[ -2.23157337  -8.73221681 -19.77040355],p:[0.16106264 0.66965126 1.65179656],op:[0.0009515 0.        0.       ],tr:[0.07626107 0.95765292 1.14555062],pr:[0.94865831 1.03028903 1.8415933 ],rev:[1.0096 1.9893 2.9865],dbuf:[ 4.67730143 16.87503349 32.78015547],ch:[3.94250437 4.12366823 3.85577163],ibuf:[0, 0, 0],rbuf:[ 5.62754044 22.89154741 33.61823596]\n",
      "65:r:[ -2.12016516  -8.96102109 -19.62044998],p:[0.15092671 0.68249811 1.64060793],op:[0.0008682 0.        0.       ],tr:[0.05854218 0.94594962 1.15990608],pr:[0.94762204 1.04565987 1.83038453],rev:[0.9923 1.9921 2.9898],dbuf:[ 4.52902964 17.50518106 32.47793289],ch:[4.08893666 3.94142516 3.99074453],ibuf:[0, 0, 0],rbuf:[ 2.52615645 27.79670661 28.71206442]\n",
      "66:r:[ -2.1698473   -8.85274241 -19.68666379],p:[0.15637706 0.6703876  1.64426149],op:[0.00083912 0.         0.        ],tr:[0.0710667  0.92482083 1.17122036],pr:[0.94764883 1.0443385  1.82905116],rev:[1.0054 1.967  2.9997],dbuf:[ 4.56058921 17.44820796 32.66285936],ch:[3.94549107 3.94463262 4.04377382],ibuf:[0, 0, 0],rbuf:[ 3.57782227  6.20340714 22.99689107]\n",
      "67:r:[ -2.15822282  -8.9627868  -19.59854394],p:[0.1535954  0.67811687 1.63884263],op:[0.00097375 0.         0.        ],tr:[0.06634473 0.96867204 1.18231962],pr:[0.948849   1.03904911 1.82537542],rev:[0.9992 2.0081 3.0084],dbuf:[ 4.60834824 17.68925917 32.43901432],ch:[4.07213938 4.05796445 4.07085156],ibuf:[0, 0, 0],rbuf:[ 6.32061868  9.9919736  30.04651053]\n",
      "68:r:[ -2.16713643  -9.02087223 -19.58635461],p:[0.15632836 0.68804445 1.64118984],op:[0.00099942 0.         0.        ],tr:[0.07064306 0.97296869 1.1736267 ],pr:[0.94557168 1.03838667 1.82407411],rev:[1.0005 2.0146 2.9976],dbuf:[ 4.54257093 17.58258326 32.2841795 ],ch:[3.95255232 4.07490917 4.07693015],ibuf:[0, 0, 0],rbuf:[ 8.49351229 42.4382912  29.03842685]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "69:r:[ -2.2763574   -9.00300798 -20.03026599],p:[0.16415805 0.68324997 1.6790142 ],op:[0.00076084 0.         0.        ],tr:[0.07629672 0.96057636 1.17546393],pr:[0.95309327 1.04007286 1.84549981],rev:[1.016  1.9976 3.0212],dbuf:[ 4.78503142 17.68504106 32.99076205],ch:[4.0605698  4.02051664 3.8107309 ],ibuf:[0, 0, 0],rbuf:[ 2.74013242 11.94600714 31.40107147]\n",
      "70:r:[ -2.16793076  -9.48164162 -19.66854304],p:[0.15612048 0.70943275 1.64416057],op:[0.00092063 0.         0.        ],tr:[0.06608975 0.97219682 1.15697019],pr:[0.9449301  1.05732766 1.83452841],rev:[0.9958 2.0299 2.9924],dbuf:[ 4.5580094  19.03089804 32.57629246],ch:[3.95384215 3.981139   3.97299101],ibuf:[0, 0, 0],rbuf:[ 7.06631345 15.70125596 40.41503365]\n",
      "71:r:[ -2.13762927  -9.05206596 -19.19539215],p:[0.1527391  0.69093604 1.60461856],op:[0.00093642 0.         0.        ],tr:[0.06279464 0.95604179 1.18225357],pr:[0.94730834 1.04550721 1.8140531 ],rev:[0.9952 2.0013 2.995 ],dbuf:[ 4.54112574 17.62288829 31.79221839],ch:[3.97526177 3.98155885 4.18131288],ibuf:[0, 0, 0],rbuf:[ 5.5151977  13.21126691 27.34836407]\n",
      "72:r:[ -2.19983409  -9.44882695 -19.59759409],p:[0.15861179 0.70258818 1.64095465],op:[0.00094722 0.         0.        ],tr:[0.07088006 0.93602803 1.15846499],pr:[0.94696564 1.06301945 1.83099191],rev:[1.0024 1.9985 2.9904],dbuf:[ 4.61681011 19.1406077  32.34978429],ch:[4.02019372 3.85849909 3.9529709 ],ibuf:[0, 0, 0],rbuf:[ 6.53310568  7.7364662  36.77933694]\n",
      "73:r:[ -2.11778589  -9.0884244  -19.55635793],p:[0.15104309 0.68651527 1.64460228],op:[0.00099704 0.         0.        ],tr:[0.0655087  0.96311635 1.20100374],pr:[0.94447238 1.04097793 1.82388252],rev:[0.9929 2.0053 3.0256],dbuf:[ 4.50732407 17.98151108 31.99769855],ch:[3.99748846 3.96251758 4.01906941],ibuf:[0, 0, 0],rbuf:[ 1.46224537 19.79368288 43.91673063]\n",
      "74:r:[ -2.13197884  -8.9741167  -19.7895907 ],p:[0.15166581 0.68223161 1.65433581],op:[0.00089352 0.         0.        ],tr:[0.06337281 0.93604433 1.19015198],pr:[0.94819859 1.04502183 1.82957781],rev:[0.9972 1.9825 3.0182],dbuf:[ 4.55752108 17.58131898 32.77452119],ch:[3.99440826 3.94194402 4.03996459],ibuf:[0, 0, 0],rbuf:[ 4.97961701 34.13206341 28.61878738]\n",
      "75:r:[ -2.16813481  -9.35236062 -19.58128415],p:[0.15538698 0.69626509 1.64062549],op:[0.00085156 0.         0.        ],tr:[0.06377102 0.93994307 1.16330141],pr:[0.94744332 1.06053198 1.82874089],rev:[0.9959 1.9977 2.992 ],dbuf:[ 4.59113233 18.91119946 32.28140102],ch:[3.99351463 3.865739   4.02967971],ibuf:[0, 0, 0],rbuf:[ 2.51723982  6.38154408 28.19580675]\n",
      "76:r:[ -2.19453604  -8.63676108 -19.6403883 ],p:[0.1571589  0.67094502 1.64774327],op:[0.00082779 0.         0.        ],tr:[0.06935765 0.97729512 1.16989342],pr:[0.95079558 1.02752996 1.83366621],rev:[1.0065 2.0051 3.0032],dbuf:[ 4.65321236 16.34600449 32.29221068],ch:[4.00379218 4.0815174  3.90449404],ibuf:[0, 0, 0],rbuf:[ 6.06075543  9.13079011 24.59947632]\n",
      "77:r:[ -2.17950805  -9.00659134 -19.60332687],p:[0.15731204 0.68345274 1.63987192],op:[0.00102753 0.         0.        ],tr:[0.07113463 0.95132715 1.16327894],pr:[0.9440954  1.04095062 1.82936401],rev:[0.9976 1.9944 2.9935],dbuf:[ 4.56395752 17.69484689 32.42175764],ch:[3.84398384 4.04908118 4.00115622],ibuf:[0, 0, 0],rbuf:[ 6.43048809 30.35307532 33.16999976]\n",
      "78:r:[ -2.18766638  -9.08396984 -19.82852154],p:[0.15606594 0.69391935 1.65772803],op:[0.00088022 0.         0.        ],tr:[0.06900494 0.97114047 1.16692942],pr:[0.94939753 1.04158914 1.83387058],rev:[1.0036 2.0109 3.0009],dbuf:[ 4.66048545 17.66307522 32.83348658],ch:[4.14036401 4.05950927 4.0130535 ],ibuf:[0, 0, 0],rbuf:[ 4.15139141 12.05690751 34.16999354]\n",
      "79:r:[ -2.21462084  -9.14908664 -19.95333549],p:[0.15953553 0.68578656 1.66293518],op:[0.00088778 0.         0.        ],tr:[0.07108844 0.95164168 1.20057721],pr:[0.95018981 1.04798762 1.83228104],rev:[1.0068 2.0004 3.0323],dbuf:[ 4.65617203 18.31397092 33.24927006],ch:[3.84604765 4.00014518 4.11196774],ibuf:[0, 0, 0],rbuf:[ 9.3213602  19.76397766 28.58755159]\n",
      "80:r:[ -2.17378264  -8.98350721 -19.49497798],p:[0.15650273 0.68312711 1.63546791],op:[0.00082648 0.         0.        ],tr:[0.07125537 0.95763396 1.16776092],pr:[0.94749475 1.03789557 1.82737945],rev:[1.0042 1.9968 2.9963],dbuf:[ 4.57574447 17.59245153 32.05617335],ch:[3.95569826 4.07513654 3.93670863],ibuf:[0, 0, 0],rbuf:[ 2.69407475 32.46863559 40.18386043]\n",
      "81:r:[ -2.13627834  -9.396138   -19.56513579],p:[0.15241922 0.70582732 1.63432837],op:[0.0008049 0.        0.       ],tr:[0.06388326 0.97730295 1.14667305],pr:[0.94735952 1.05031875 1.8333703 ],rev:[0.9982 2.0251 2.9788],dbuf:[ 4.55242688 18.7475973  32.452544  ],ch:[4.07055521 4.06353142 3.9668316 ],ibuf:[0, 0, 0],rbuf:[10.54009406  7.25163326 27.75029566]\n",
      "82:r:[ -2.09972057  -9.08551299 -19.60672843],p:[0.15106478 0.68492107 1.64453635],op:[0.0009707 0.        0.       ],tr:[0.06444406 0.97385661 1.14125009],pr:[0.94235028 1.03792368 1.83889856],rev:[0.9899 2.0143 2.9805],dbuf:[ 4.41718396 18.03072198 32.25218833],ch:[3.87062163 4.10455397 3.81886651],ibuf:[0, 0, 0],rbuf:[ 2.92417093 32.44874172 31.26383046]\n",
      "83:r:[ -2.35896653  -9.29464021 -19.71525551],p:[0.17145956 0.6996414  1.64761903],op:[0.00075661 0.         0.        ],tr:[0.0858254  0.93549377 1.13302158],pr:[0.95525846 1.06047326 1.83619512],rev:[1.0287 1.9936 2.9696],dbuf:[ 4.90618583 18.48754514 32.67151646],ch:[3.93167594 3.87062194 3.95255536],ibuf:[0, 0, 0],rbuf:[ 2.15323582  8.77841441 35.09685889]\n",
      "84:r:[ -2.19954411  -8.8958578  -19.4739396 ],p:[0.15766953 0.67928277 1.62756885],op:[0.00093596 0.         0.        ],tr:[0.07239179 0.96246138 1.15907902],pr:[0.94931516 1.03518741 1.82424272],rev:[1.0062 1.9995 2.9827],dbuf:[ 4.65350097 17.30797812 32.26694396],ch:[3.94176006 4.06825088 4.05732856],ibuf:[0, 0, 0],rbuf:[ 1.         27.2905273  28.87947415]\n",
      "85:r:[ -2.21777142  -9.37638309 -19.4732883 ],p:[0.15900668 0.7005249  1.62937921],op:[0.00077297 0.         0.        ],tr:[0.06887763 0.95850449 1.16973905],pr:[0.9543844  1.05709359 1.82368326],rev:[1.0107 2.0143 2.9926],dbuf:[ 4.69767087 18.86091942 32.19127306],ch:[3.85838862 3.91684406 4.07936643],ibuf:[0, 0, 0],rbuf:[ 4.76409175 14.30977394 20.65638905]\n",
      "86:r:[ -2.18204164  -8.91130431 -19.02927761],p:[0.15595298 0.68272081 1.59333014],op:[0.00083007 0.         0.        ],tr:[0.06633277 0.96593756 1.16899711],pr:[0.95183624 1.03739714 1.81156538],rev:[1.004  2.0027 2.9841],dbuf:[ 4.63888634 17.24768935 31.41318232],ch:[3.9947125  3.99237464 4.12555689],ibuf:[0, 0, 0],rbuf:[ 2.          7.96270232 56.03147328]\n",
      "87:r:[ -2.16745024  -9.28524776 -19.8487854 ],p:[0.15491605 0.69955072 1.65596302],op:[0.00076228 0.         0.        ],tr:[0.06946228 0.97956669 1.16718282],pr:[0.95156572 1.04816223 1.83543186],rev:[1.0089 2.0301 3.0001],dbuf:[ 4.61011794 18.44421014 33.00540637],ch:[4.09984612 4.0158338  4.00207015],ibuf:[0, 0, 0],rbuf:[ 4.97157087 31.67357793 30.88472375]\n",
      "88:r:[ -2.20594819  -9.28143457 -20.04989443],p:[0.1579862  0.69317037 1.67565228],op:[0.0008913 0.        0.       ],tr:[0.0683719  0.9585911  1.19269462],pr:[0.94873458 1.04825608 1.83420422],rev:[1.0022 2.0069 3.0279],dbuf:[ 4.67464079 18.68035799 33.22338107],ch:[4.01933044 4.10218498 4.06909267],ibuf:[0, 0, 0],rbuf:[ 7.34441742 32.20179863 40.89630623]\n",
      "89:r:[ -2.25556087  -9.05690387 -19.73594112],p:[0.16129115 0.68502953 1.64970784],op:[0.00075212 0.         0.        ],tr:[0.07413338 0.95349624 1.15864378],pr:[0.95468896 1.04303663 1.83526757],rev:[1.0167 1.9942 2.993 ],dbuf:[ 4.79607355 17.88333819 32.69139199],ch:[3.94834652 4.06734535 3.92377335],ibuf:[0, 0, 0],rbuf:[ 9.00189293  8.87308665 31.78282175]\n",
      "90:r:[ -2.18618407  -9.12468125 -19.57081825],p:[0.15498636 0.68563075 1.63809299],op:[0.00080955 0.         0.        ],tr:[0.06620542 0.93950002 1.1797854 ],pr:[0.9523943  1.05033393 1.82834682],rev:[1.0047 1.9896 3.0079],dbuf:[ 4.69908403 18.19817643 32.3303715 ],ch:[4.15101428 3.91139833 4.0074305 ],ibuf:[0, 0, 0],rbuf:[ 6.32264592  6.53355826 29.46063251]\n",
      "91:r:[ -2.16225706  -8.92323961 -19.85888073],p:[0.15470677 0.68274815 1.66138476],op:[0.00098503 0.         0.        ],tr:[0.06868914 0.9587193  1.19276017],pr:[0.94742906 1.03932773 1.8335088 ],rev:[0.9991 1.9978 3.0277],dbuf:[ 4.58361342 17.30627212 32.83901341],ch:[4.05123594 3.98693653 3.98818746],ibuf:[0, 0, 0],rbuf:[ 5.25977944  4.06333027 43.77097956]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "92:r:[ -2.10888963  -9.42654844 -19.91411301],p:[0.1522048  0.6968802  1.67542768],op:[0.00104633 0.         0.        ],tr:[0.06654684 0.93938781 1.18608608],pr:[0.9391457  1.06312842 1.84301601],rev:[0.9879 2.0048 3.0271],dbuf:[ 4.41440284 19.2575341  32.5534577 ],ch:[3.99575079 3.8397475  3.79943657],ibuf:[0, 0, 0],rbuf:[ 1.65978038 26.90101957 23.75004616]\n",
      "93:r:[ -2.1862246   -9.25078335 -19.66292707],p:[0.15582257 0.69594665 1.64947591],op:[0.00104191 0.         0.        ],tr:[0.07138788 0.9449394  1.1661945 ],pr:[0.94567479 1.05468958 1.83176526],rev:[0.9994 1.9985 2.9986],dbuf:[ 4.6565438  18.41605089 32.33559892],ch:[4.11145602 3.91277574 3.97814003],ibuf:[0, 0, 0],rbuf:[ 3.02384949 15.61115196 30.15245651]\n",
      "94:r:[ -2.19521033  -9.06131454 -19.46228711],p:[0.15803094 0.68732802 1.62643691],op:[0.00092206 0.         0.        ],tr:[0.07128636 0.95163162 1.16024589],pr:[0.9468837  1.04481272 1.82930292],rev:[1.0026 1.9976 2.9905],dbuf:[ 4.61793199 17.81345177 32.25395903],ch:[3.96854283 3.91210115 3.97322674],ibuf:[0, 0, 0],rbuf:[ 6.68767724 27.16775581 39.66434946]\n",
      "95:r:[ -2.21594157  -9.18755826 -19.61238589],p:[0.15861486 0.69484284 1.63716241],op:[0.000785 0.       0.      ],tr:[0.07151819 0.95510467 1.16427229],pr:[0.95416243 1.04734882 1.82807698],rev:[1.0121 2.0007 2.9909],dbuf:[ 4.70371343 18.14407752 32.57543292],ch:[4.0934281  3.9390467  4.08268255],ibuf:[0, 0, 0],rbuf:[ 3.57595369  9.63280721 25.17163906]\n",
      "96:r:[ -2.179863    -8.93726282 -19.65498748],p:[0.15602028 0.68145087 1.64424367],op:[0.00095418 0.         0.        ],tr:[0.06947666 0.95745132 1.18178897],pr:[0.94842805 1.04343845 1.82951685],rev:[1.0031 2.0008 3.011 ],dbuf:[ 4.62033651 17.42827947 32.50519058],ch:[4.05395988 3.9762252  4.03598869],ibuf:[0, 0, 0],rbuf:[ 4.2805309   8.73512782 22.11350627]\n",
      "97:r:[ -2.19198236  -9.47468659 -20.24469293],p:[0.15615385 0.70689607 1.68872657],op:[0.00080426 0.         0.        ],tr:[0.06797854 0.95634167 1.18784158],pr:[0.95357693 1.06024473 1.84130879],rev:[1.0078 2.0165 3.0299],dbuf:[ 4.68158738 19.09759021 33.67440181],ch:[4.0960892  3.94600973 4.00483205],ibuf:[0, 0, 0],rbuf:[ 4.71352091  7.87112177 29.60980331]\n",
      "98:r:[ -2.19245241  -9.15849988 -19.58683892],p:[0.15733956 0.69306577 1.63168186],op:[0.00093788 0.         0.        ],tr:[0.06893879 0.9489865  1.18485573],pr:[0.94697725 1.05060782 1.82298386],rev:[1.0007 2.0001 3.0089],dbuf:[ 4.6311644  18.06986877 32.66692036],ch:[3.95970678 3.9719502  4.187844  ],ibuf:[0, 0, 0],rbuf:[ 9.43348065 12.92792051 40.21395441]\n",
      "99:r:[ -2.15835461  -9.02315802 -19.48691433],p:[0.1539239  0.69048017 1.63578467],op:[0.00089762 0.         0.        ],tr:[0.06671889 0.95986024 1.19489619],pr:[0.95114284 1.04368185 1.82258503],rev:[1.003  2.0027 3.0159],dbuf:[ 4.5989121  17.49658315 32.00318477],ch:[4.00447623 3.9798339  4.08804868],ibuf:[0, 0, 0],rbuf:[ 6.81048192  4.50707792 24.40171236]\n",
      "---------8------------\n",
      "[{'id': '1', 'model': 'AR', 'num_r': 4, 'rate': 1.0, 'dis': 100, 'action_bound': 2, 'data_buf_size': 100, 't_factor': 0.8, 'penalty': 1000}, {'id': '2', 'model': 'AR', 'num_r': 4, 'rate': 2.0, 'dis': 100, 'action_bound': 2, 'data_buf_size': 100, 't_factor': 0.8, 'penalty': 1000}, {'id': '3', 'model': 'AR', 'num_r': 4, 'rate': 3.0, 'dis': 100, 'action_bound': 2, 'data_buf_size': 100, 't_factor': 0.8, 'penalty': 1000}]\n",
      "INFO:tensorflow:Restoring parameters from model_M_08_nB/my_train_model_8-2000\n",
      "Initialization OK!----> user 1\n",
      "INFO:tensorflow:Restoring parameters from model_M_08_nB/my_train_model_8-2000\n",
      "Initialization OK!----> user 2\n",
      "INFO:tensorflow:Restoring parameters from model_M_08_nB/my_train_model_8-2000\n",
      "Initialization OK!----> user 3\n",
      "0:r:[  -2.23524274   -6.84269314 -493.48188318],p:[0.17048476 0.66626513 1.99894729],op:[1.94536322e-05 2.71131257e-03 1.05271048e-03],tr:[0.13387454 0.7806731  0.        ],pr:[0.86066525 1.2310145  2.5198421 ],rev:[0.9939 1.9974 3.0155],dbuf:[   4.3560452     7.454408   2387.40941589],ch:[4.0277572  3.96816855 3.83868804],ibuf:[0, 0, 0],rbuf:[3.85826283e-01 4.53405873e+00 4.96489648e+03]\n",
      "1:r:[   -2.31497466    -6.69374266 -1488.72477114],p:[0.17799987 0.65869116 2.        ],op:[1.26189009e-05 2.61186722e-03 0.00000000e+00],tr:[0.14587463 0.77595525 0.        ],pr:[0.87471794 1.22406159 2.5198421 ],rev:[1.0202 1.9853 3.0003],dbuf:[4.45437375e+00 7.01659213e+00 7.36362386e+03],ch:[3.98689826 3.9961971  3.9377466 ],ibuf:[0, 0, 0],rbuf:[8.30787246e-01 3.53803048e+00 9.76947548e+03]\n",
      "2:r:[-2.17222143e+00 -6.82984532e+00 -2.43683903e+03],p:[0.16513195 0.66053423 2.        ],op:[1.81218884e-05 3.03367268e-03 0.00000000e+00],tr:[0.13420805 0.77179725 0.        ],pr:[0.86123427 1.23201422 2.5198421 ],rev:[0.9951 1.9886 2.9826],dbuf:[4.25510427e+00 7.60651052e+00 1.21041952e+04],ch:[3.99928265 3.98936545 4.01603391],ibuf:[0, 0, 0],rbuf:[4.22664343e+00 1.88363949e+01 1.43970545e+04]\n",
      "3:r:[-2.22122155e+00 -6.87696533e+00 -3.36794591e+03],p:[0.17034193 0.6666136  2.        ],op:[1.93709279e-05 2.13812954e-03 0.00000000e+00],tr:[0.1320443  0.77168294 0.        ],pr:[0.86699071 1.23639355 2.5198421 ],rev:[0.9982 1.997  2.9832],dbuf:[4.29165572e+00 7.63475749e+00 1.67597296e+04],ch:[3.89301393 4.08170939 4.15068437],ibuf:[0, 0, 0],rbuf:[2.94311009e+00 1.70526918e+01 1.90306335e+04]\n",
      "4:r:[-2.16956345e+00 -6.96309717e+00 -4.32487025e+03],p:[0.16398137 0.67563763 2.        ],op:[2.85171764e-05 2.37874336e-03 0.00000000e+00],tr:[0.12623518 0.7858061  0.        ],pr:[0.85986999 1.240277   2.5198421 ],rev:[0.9854 2.012  3.0252],dbuf:[4.28742174e+00 7.69483079e+00 2.15443513e+04],ch:[4.01662494 3.99312141 4.05426622],ibuf:[0, 0, 0],rbuf:[3.58451126e+00 5.12686990e+00 2.40842125e+04]\n",
      "5:r:[-2.29512419e+00 -6.82209491e+00 -5.30335791e+03],p:[0.1777475  0.66741734 2.        ],op:[1.55633656e-05 2.26227998e-03 0.00000000e+00],tr:[0.14955529 0.78597683 0.        ],pr:[0.86696791 1.22967363 2.5198421 ],rev:[1.0159 2.0031 2.9802],dbuf:[4.36509842e+00 7.32328987e+00 2.64367896e+04],ch:[3.92869879 4.04117728 3.88331149],ibuf:[0, 0, 0],rbuf:[3.39962099e+00 3.62036756e+00 2.86877915e+04]\n",
      "6:r:[-2.20443583e+00 -6.61526000e+00 -6.21060421e+03],p:[0.16915844 0.65053631 2.        ],op:[2.44740483e-05 2.52171973e-03 0.00000000e+00],tr:[0.13633558 0.74886571 0.        ],pr:[0.86083585 1.22421275 2.5198421 ],rev:[0.9964 1.9605 2.9844],dbuf:[4.25486279e+00 6.95397870e+00 3.09730211e+04],ch:[4.06941151 3.97287313 4.01378034],ibuf:[0, 0, 0],rbuf:[4.06627731e+00 9.88393559e+00 3.33333705e+04]\n",
      "7:r:[-2.25730946e+00 -7.09408831e+00 -7.17330153e+03],p:[0.17229073 0.68157107 2.        ],op:[2.26595927e-05 1.57461605e-03 0.00000000e+00],tr:[0.14278461 0.75948292 0.        ],pr:[0.86441882 1.25150461 2.5198421 ],rev:[1.0065 2.0021 3.0151],dbuf:[4.39401179e+00 8.14461398e+00 3.57865077e+04],ch:[4.08641028 4.00196945 4.01410629],ibuf:[0, 0, 0],rbuf:[5.08688856e+00 3.39389188e+00 3.82859495e+04]\n",
      "8:r:[-2.22189023e+00 -6.89896187e+00 -8.13791371e+03],p:[0.16937707 0.66985923 2.        ],op:[1.45218074e-05 2.67751454e-03 0.00000000e+00],tr:[0.13512917 0.80165718 0.        ],pr:[0.85923771 1.23073188 2.5198421 ],rev:[0.9934 2.0182 2.9869],dbuf:[4.33378745e+00 7.59333967e+00 4.06095686e+04],ch:[4.03261063 4.12725181 4.05627172],ibuf:[0, 0, 0],rbuf:[1.44763047e+00 4.01110874e+00 4.29565285e+04]\n",
      "9:r:[-2.16030587e+00 -7.01294208e+00 -9.08772691e+03],p:[0.16276997 0.67693107 2.        ],op:[2.70669272e-05 1.97563457e-03 0.00000000e+00],tr:[0.12948602 0.77559133 0.        ],pr:[0.86052561 1.24408221 2.5198421 ],rev:[0.9893 2.0095 2.9998],dbuf:[4.28964787e+00 7.90844211e+00 4.53586346e+04],ch:[4.06836579 3.89367444 4.02085708],ibuf:[0, 0, 0],rbuf:[3.09027814e+00 7.46706491e+00 4.77561075e+04]\n",
      "10:r:[-2.16742555e+00 -6.79602710e+00 -1.00624493e+04],p:[0.16423647 0.66697459 2.        ],op:[2.39458856e-05 2.79749274e-03 0.00000000e+00],tr:[0.13266441 0.8085633  0.        ],pr:[0.85950388 1.22409641 2.5198421 ],rev:[0.9913 2.016  3.0005],dbuf:[4.26671130e+00 7.18925215e+00 5.02322466e+04],ch:[3.99459624 4.10482594 3.93503744],ibuf:[0, 0, 0],rbuf:[2.63050677e+00 2.06307823e+00 5.25626865e+04]\n",
      "11:r:[-2.27272539e+00 -6.80203566e+00 -1.10621118e+04],p:[0.17428547 0.66252359 2.        ],op:[1.92310025e-05 2.05761483e-03 0.00000000e+00],tr:[0.14156843 0.78558386 0.        ],pr:[0.86822441 1.22863989 2.5198421 ],rev:[1.0095 2.0033 3.0373],dbuf:[4.39143888e+00 7.42693001e+00 5.52305590e+04],ch:[4.00262933 4.11436706 3.94536498],ibuf:[0, 0, 0],rbuf:[6.42510705e+00 2.81444289e+00 5.77372655e+04]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "12:r:[-2.24196917e+00 -6.92420299e+00 -1.20561019e+04],p:[0.1724953  0.66629439 2.        ],op:[1.90135893e-05 2.36823315e-03 0.00000000e+00],tr:[0.14125825 0.75321235 0.        ],pr:[0.86059749 1.23930463 2.5198421 ],rev:[1.0007 1.9802 3.0085],dbuf:[4.30927329e+00 7.87451008e+00 6.02005094e+04],ch:[3.97242246 3.98206719 4.0407642 ],ibuf:[0, 0, 0],rbuf:[3.50968917e+00 7.29792631e+00 6.26238445e+04]\n",
      "13:r:[-2.20560066e+00 -6.77493260e+00 -1.29785193e+04],p:[0.16770476 0.66195344 2.        ],op:[2.84397201e-05 2.83437375e-03 0.00000000e+00],tr:[0.12657106 0.77838379 0.        ],pr:[0.86830208 1.22889661 2.5198421 ],rev:[0.9941 1.9912 2.972 ],dbuf:[4.31867527e+00 7.28315031e+00 6.48125966e+04],ch:[3.9478628  3.97274015 3.95489146],ibuf:[0, 0, 0],rbuf:[5.02190325e+00 6.25235007e+00 6.71454235e+04]\n",
      "14:r:[-2.29995196e+00 -6.97713881e+00 -1.39218854e+04],p:[0.17715714 0.67543015 2.        ],op:[2.16083839e-05 2.37435520e-03 0.00000000e+00],tr:[0.14168793 0.76200353 0.        ],pr:[0.87037609 1.24490129 2.5198421 ],rev:[1.0111 1.994  2.9991],dbuf:[4.41261007e+00 7.77351376e+00 6.95294271e+04],ch:[3.90137111 3.89191161 4.11279093],ibuf:[0, 0, 0],rbuf:[1.56330466e+00 3.49574680e+00 7.19380025e+04]\n",
      "15:r:[-2.18076310e+00 -7.24372583e+00 -1.48906846e+04],p:[0.16483071 0.6924602  2.        ],op:[1.80749831e-05 2.13083823e-03 0.00000000e+00],tr:[0.1264332  0.77228139 0.        ],pr:[0.85678552 1.25801022 2.5198421 ],rev:[0.9831 2.0206 3.0025],dbuf:[4.30986419e+00 8.43498764e+00 7.43734228e+04],ch:[4.14823825 3.90943757 3.91825094],ibuf:[0, 0, 0],rbuf:[7.48834731e+00 1.22974249e+01 7.67645815e+04]\n",
      "16:r:[-2.21850730e+00 -7.02223353e+00 -1.58478399e+04],p:[0.16907793 0.67287761 2.        ],op:[2.22376662e-05 2.44434156e-03 0.00000000e+00],tr:[0.14173703 0.7645632  0.        ],pr:[0.8619539  1.24573703 2.5198421 ],rev:[1.0027 1.9969 2.9919],dbuf:[4.32852985e+00 8.09828948e+00 7.91591993e+04],ch:[4.0609983  4.02124419 3.98060072],ibuf:[0, 0, 0],rbuf:[7.06355677e+00 8.27315500e+00 8.14851605e+04]\n",
      "17:r:[-2.22820352e+00 -6.72964496e+00 -1.67925551e+04],p:[0.16988747 0.66111282 2.        ],op:[1.43237237e-05 2.20758435e-03 0.00000000e+00],tr:[0.13481089 0.7696442  0.        ],pr:[0.86880636 1.22816665 2.5198421 ],rev:[1.0028 1.9863 3.0021],dbuf:[4.34494581e+00 7.11540869e+00 8.38827757e+04],ch:[3.98155316 4.00420937 3.91867753],ibuf:[0, 0, 0],rbuf:[3.24078290e+00 3.21405895e+00 8.63077395e+04]\n",
      "18:r:[-2.15019184e+00 -6.79511663e+00 -1.77844822e+04],p:[0.16308611 0.65979792 2.        ],op:[3.26062566e-05 2.28153739e-03 0.00000000e+00],tr:[0.12284251 0.77830254 0.        ],pr:[0.85929516 1.22919844 2.5198421 ],rev:[0.9808 1.9953 3.0336],dbuf:[4.22621039e+00 7.49240488e+00 8.88424111e+04],ch:[3.89592122 4.21450696 3.90720571],ibuf:[0, 0, 0],rbuf:[2.77091874e+00 6.89748231e+00 9.14453185e+04]\n",
      "19:r:[-2.18705300e+00 -6.98037623e+00 -1.88038417e+04],p:[0.16688675 0.67618761 2.        ],op:[2.70831838e-05 1.94505159e-03 0.00000000e+00],tr:[0.1330509  0.76619724 0.        ],pr:[0.86215666 1.24237701 2.5198421 ],rev:[0.9944 1.998  3.0083],dbuf:[4.25871180e+00 7.77657488e+00 9.39392083e+04],ch:[3.99202838 3.95557648 3.88783307],ibuf:[0, 0, 0],rbuf:[3.21682089e+00 6.80015244e+00 9.63298975e+04]\n",
      "20:r:[-2.21786510e+00 -6.89488163e+00 -1.97438092e+04],p:[0.16929471 0.66961017 2.        ],op:[2.41750602e-05 2.52369368e-03 0.00000000e+00],tr:[0.13588078 0.77504775 0.        ],pr:[0.85804423 1.23657226 2.5198421 ],rev:[0.9929 1.9989 2.9857],dbuf:[4.31656991e+00 7.58905346e+00 9.86390460e+04],ch:[4.04855561 4.09089315 4.1168825 ],ibuf:[0, 0, 0],rbuf:[3.28193568e+00 1.56013573e+01 1.00988477e+05]\n",
      "21:r:[-2.15688159e+00 -6.81067031e+00 -2.06687332e+04],p:[0.1637492  0.66227157 2.        ],op:[2.88801718e-05 2.38639920e-03 0.00000000e+00],tr:[0.12556997 0.76101655 0.        ],pr:[0.85808114 1.23425707 2.5198421 ],rev:[0.9828 1.9818 2.9783],dbuf:[4.23328490e+00 7.46703262e+00 1.03263666e+05],ch:[3.94877993 3.99757576 4.09140882],ibuf:[0, 0, 0],rbuf:[5.99005897e+00 6.02256526e+00 1.05573056e+05]\n",
      "22:r:[-2.24828278e+00 -6.85792649e+00 -2.16360829e+04],p:[0.17185265 0.66927803 2.        ],op:[1.78780471e-05 2.48754988e-03 0.00000000e+00],tr:[0.1496066 0.7882718 0.       ],pr:[0.85731666 1.23211255 2.5198421 ],rev:[1.0061 2.008  3.0094],dbuf:[4.36659276e+00 7.41900932e+00 1.08100414e+05],ch:[4.20565419 4.08979688 3.86574396],ibuf:[0, 0, 0],rbuf:[4.22231571e+00 1.06210289e+01 1.10468635e+05]\n",
      "23:r:[-2.14406179e+00 -7.00567014e+00 -2.26043224e+04],p:[0.16277299 0.67566768 2.        ],op:[1.88880298e-05 2.31565343e-03 0.00000000e+00],tr:[0.12767068 0.77338232 0.        ],pr:[0.85701117 1.2425386  2.5198421 ],rev:[0.9838 2.0043 2.9949],dbuf:[4.20863371e+00 7.90901751e+00 1.12941612e+05],ch:[3.94406075 3.95460098 4.15869295],ibuf:[0, 0, 0],rbuf:[3.65936476e+00 1.70896053e+01 1.15219214e+05]\n",
      "24:r:[-2.26385680e+00 -6.87435390e+00 -2.35476426e+04],p:[0.17228337 0.66802601 2.        ],op:[2.27998369e-05 2.28188362e-03 0.00000000e+00],tr:[0.1382726 0.7593607 0.       ],pr:[0.8647645 1.2401877 2.5198421],rev:[1.0023 1.9864 3.0086],dbuf:[4.42703725e+00 7.55945389e+00 1.17658213e+05],ch:[4.1739946  3.92782419 4.15806422],ibuf:[0, 0, 0],rbuf:[3.08525839e+00 6.53153178e+00 1.20106793e+05]\n",
      "25:r:[-2.25875326e+00 -6.79473713e+00 -2.45218164e+04],p:[0.17158132 0.6603685  2.        ],op:[1.64995063e-05 2.60294710e-03 0.00000000e+00],tr:[0.14056829 0.77857124 0.        ],pr:[0.86578348 1.22888926 2.5198421 ],rev:[1.0059 1.9948 2.9999],dbuf:[4.42985356e+00 7.45482762e+00 1.22529082e+05],ch:[4.15096043 4.06500616 3.97668974],ibuf:[0, 0, 0],rbuf:[4.89370499e+00 2.22988647e+01 1.24907372e+05]\n",
      "26:r:[-2.32273870e+00 -6.92459181e+00 -2.54942289e+04],p:[0.17844037 0.67068116 2.        ],op:[1.51375978e-05 2.73733014e-03 0.00000000e+00],tr:[0.15132253 0.77664135 0.        ],pr:[0.86995308 1.23738768 2.5198421 ],rev:[1.0207 1.9974 3.0252],dbuf:[4.47547311e+00 7.68621937e+00 1.27391144e+05],ch:[4.11788869 3.9660174  4.09135724],ibuf:[0, 0, 0],rbuf:[6.24545508e+00 2.59612029e+00 1.29960951e+05]\n",
      "27:r:[-2.25987790e+00 -7.05388752e+00 -2.65076338e+04],p:[0.17410089 0.67877431 2.        ],op:[3.04462071e-05 2.26815773e-03 0.00000000e+00],tr:[0.1393846  0.76680567 0.        ],pr:[0.8647766  1.24907152 2.5198421 ],rev:[1.0029 2.0051 3.0087],dbuf:[4.33413606e+00 8.02773888e+00 1.32458169e+05],ch:[3.92211195 3.95815699 3.92835052],ibuf:[0, 0, 0],rbuf:[4.78960590e+00 1.20106724e+01 1.34849530e+05]\n",
      "28:r:[-2.33767923e+00 -7.13922057e+00 -2.74773040e+04],p:[0.18042614 0.68619713 2.        ],op:[2.08556137e-05 1.78344921e-03 0.00000000e+00],tr:[0.14914762 0.77333376 0.        ],pr:[0.87203127 1.25177317 2.5198421 ],rev:[1.0204 2.0157 3.0154],dbuf:[4.47051615e+00 8.17687981e+00 1.37306520e+05],ch:[4.12307537 3.99453718 3.87461657],ibuf:[0, 0, 0],rbuf:[3.04422850e+00 1.53186355e+01 1.39805109e+05]\n",
      "29:r:[-2.16876117e+00 -7.08241554e+00 -2.84299531e+04],p:[0.16493304 0.68084392 2.        ],op:[2.35173582e-05 2.24249279e-03 0.00000000e+00],tr:[0.13202907 0.779218   0.        ],pr:[0.85894426 1.24798637 2.5198421 ],rev:[0.99   2.0145 2.9769],dbuf:[4.24554337e+00 8.08862117e+00 1.42069766e+05],ch:[3.98549812 3.94266107 4.07721451],ibuf:[0, 0, 0],rbuf:[2.33650860e-01 4.60530990e+00 1.44375688e+05]\n",
      "30:r:[-2.21327256e+00 -7.01543065e+00 -2.94147745e+04],p:[0.1696711  0.67706082 2.        ],op:[1.72537632e-05 2.28423322e-03 0.00000000e+00],tr:[0.13819853 0.77431347 0.        ],pr:[0.85788258 1.24460385 2.5198421 ],rev:[0.996  2.0071 3.0213],dbuf:[4.27882868e+00 7.90335113e+00 1.46993873e+05],ch:[4.03067085 3.97645438 3.9127454 ],ibuf:[0, 0, 0],rbuf:[5.83105166e+00 1.33942151e+01 1.49390267e+05]\n",
      "31:r:[-2.22266820e+00 -7.27334267e+00 -3.03635192e+04],p:[0.1693195  0.68776436 2.        ],op:[2.03992747e-05 2.58897000e-03 0.00000000e+00],tr:[0.13873216 0.7764825  0.        ],pr:[0.86354186 1.25666339 2.5198421 ],rev:[1.0015 2.0185 3.0092],dbuf:[4.33974506e+00 8.75258008e+00 1.51737596e+05],ch:[3.98219801 3.90332878 3.69408577],ibuf:[0, 0, 0],rbuf:[5.58705152e+00 9.66803647e+00 1.54283846e+05]\n",
      "32:r:[-2.22459478e+00 -6.82917692e+00 -3.13465755e+04],p:[0.16865919 0.66279431 2.        ],op:[1.88301316e-05 2.52535979e-03 0.00000000e+00],tr:[0.1362844  0.78261941 0.        ],pr:[0.86267871 1.23142755 2.5198421 ],rev:[0.9985 1.9999 2.9948],dbuf:[4.37585315e+00 7.53309795e+00 1.56652878e+05],ch:[4.12015002 4.01576957 3.87852169],ibuf:[0, 0, 0],rbuf:[6.66883945e+00 5.00240254e+00 1.59033425e+05]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "33:r:[-2.26544450e+00 -6.96454939e+00 -3.23163507e+04],p:[0.17239544 0.67206876 2.        ],op:[1.22613627e-05 2.28423441e-03 0.00000000e+00],tr:[0.14114083 0.76483685 0.        ],pr:[0.86797822 1.24342398 2.5198421 ],rev:[1.0086 1.9963 3.0222],dbuf:[4.43091449e+00 7.84862729e+00 1.61501754e+05],ch:[4.08015877 3.97177033 3.91792344],ibuf:[0, 0, 0],rbuf:[6.18067288e+00 5.33506882e+00 1.64057004e+05]\n",
      "34:r:[-2.25735070e+00 -7.06846856e+00 -3.32948778e+04],p:[0.17262315 0.68406974 2.        ],op:[2.43969318e-05 2.02374909e-03 0.00000000e+00],tr:[0.14150836 0.78146949 0.        ],pr:[0.86590417 1.24560855 2.5198421 ],rev:[1.0065 2.018  2.9863],dbuf:[4.38085147e+00 7.89860309e+00 1.66394389e+05],ch:[4.10144547 3.93124225 4.03368707],ibuf:[0, 0, 0],rbuf:[4.13587180e+00 1.67338432e+01 1.68721583e+05]\n",
      "35:r:[-2.23008967e+00 -7.18327423e+00 -3.42461270e+04],p:[0.17024366 0.68680456 2.        ],op:[1.77841282e-05 1.97624606e-03 0.00000000e+00],tr:[0.13468475 0.7941028  0.        ],pr:[0.86193468 1.24782242 2.5198421 ],rev:[0.9962 2.0309 2.9997],dbuf:[4.33999072e+00 8.36513903e+00 1.71150635e+05],ch:[4.03791542 4.09339003 3.97440703],ibuf:[0, 0, 0],rbuf:[5.35407584e+00 1.04164562e+01 1.73520162e+05]\n",
      "36:r:[-2.23986232e+00 -6.79868026e+00 -3.51845263e+04],p:[0.17056995 0.66360228 2.        ],op:[2.73263940e-05 2.19800542e-03 0.00000000e+00],tr:[0.14302141 0.76746369 0.        ],pr:[0.86263943 1.23335817 2.5198421 ],rev:[1.0045 1.9881 2.9905],dbuf:[4.37542039e+00 7.36139002e+00 1.75842632e+05],ch:[4.05930309 4.02086022 3.99752921],ibuf:[0, 0, 0],rbuf:[3.23300767e+00 4.59234127e+00 1.78226741e+05]\n",
      "37:r:[-2.19004106e+00 -7.02148226e+00 -3.61145646e+04],p:[0.16765891 0.67470744 2.        ],op:[3.33899580e-05 2.42513842e-03 0.00000000e+00],tr:[0.13153054 0.77507894 0.        ],pr:[0.85822684 1.24354232 2.5198421 ],rev:[0.9886 2.0049 2.969 ],dbuf:[4.24251338e+00 8.02210803e+00 1.80492823e+05],ch:[3.93641002 4.05104976 4.02013565],ibuf:[0, 0, 0],rbuf:[4.08750614e+00 3.89221512e+00 1.82718320e+05]\n",
      "38:r:[-2.32034899e+00 -7.13237724e+00 -3.70387667e+04],p:[0.17864979 0.68558692 2.        ],op:[2.01319970e-05 2.05980094e-03 0.00000000e+00],tr:[0.13910366 0.76490905 0.        ],pr:[0.87407655 1.25271964 2.5198421 ],rev:[1.0129 2.0069 3.0001],dbuf:[4.45494799e+00 8.15601736e+00 1.85113834e+05],ch:[3.98289878 3.86661794 3.98261722],ibuf:[0, 0, 0],rbuf:[7.53371544e+00 6.66128426e+00 1.87520899e+05]\n",
      "39:r:[-2.24347299e+00 -6.88692207e+00 -3.80015364e+04],p:[0.17148711 0.66763886 2.        ],op:[2.22958267e-05 2.40449028e-03 0.00000000e+00],tr:[0.13377693 0.79043261 0.        ],pr:[0.86576329 1.23366926 2.5198421 ],rev:[0.9985 2.0118 2.9897],dbuf:[4.35698860e+00 7.63287640e+00 1.89927682e+05],ch:[3.96698171 4.10260301 3.86219921],ibuf:[0, 0, 0],rbuf:[4.95851896e+00 7.48438268e+00 1.92219478e+05]\n",
      "40:r:[-2.25375210e+00 -7.04677769e+00 -3.89353986e+04],p:[0.17294698 0.67732204 2.        ],op:[2.06247416e-05 2.58267782e-03 0.00000000e+00],tr:[0.1426264  0.75530543 0.        ],pr:[0.8640522  1.24895383 2.5198421 ],rev:[1.0056 1.9903 3.0063],dbuf:[4.35005641e+00 8.03769962e+00 1.94596993e+05],ch:[4.03145048 3.79691881 4.03435911],ibuf:[0, 0, 0],rbuf:[2.62019512e+00 6.40418065e+00 1.97084057e+05]\n",
      "41:r:[-2.21639125e+00 -7.15302915e+00 -3.99199179e+04],p:[0.16993888 0.68500847 2.        ],op:[3.37703683e-05 2.16901401e-03 0.00000000e+00],tr:[0.13798751 0.7637435  0.        ],pr:[0.86154821 1.25450718 2.5198421 ],rev:[0.999  2.0069 3.0149],dbuf:[4.28305027e+00 8.27804634e+00 1.99519589e+05],ch:[3.97822306 3.92414336 4.01625992],ibuf:[0, 0, 0],rbuf:[8.71272215e+00 6.90599555e+00 2.02034636e+05]\n",
      "42:r:[-2.24592778e+00 -6.92822218e+00 -4.08564062e+04],p:[0.17139089 0.67182118 2.        ],op:[3.13996185e-05 2.72562555e-03 0.00000000e+00],tr:[0.14557152 0.76393439 0.        ],pr:[0.85900243 1.24061702 2.5198421 ],rev:[1.0033 1.9901 2.9633],dbuf:[4.37274713e+00 7.65923863e+00 2.04202031e+05],ch:[4.16980647 3.8842538  4.09175034],ibuf:[0, 0, 0],rbuf:[6.90140595e+00 1.20386801e+01 2.06469215e+05]\n",
      "43:r:[-2.31298516e+00 -7.02004980e+00 -4.17598402e+04],p:[0.17899524 0.67494666 2.        ],op:[2.41735250e-05 2.20127768e-03 0.00000000e+00],tr:[0.1444843  0.77220935 0.        ],pr:[0.87367505 1.24435961 2.5198421 ],rev:[1.0169 2.0038 2.9863],dbuf:[4.40414910e+00 8.01433148e+00 2.08719201e+05],ch:[3.86009516 4.02781024 3.87727568],ibuf:[0, 0, 0],rbuf:[1.94649600e+00 1.41675966e+00 2.11133794e+05]\n",
      "44:r:[-2.25219749e+00 -6.77539905e+00 -4.26986821e+04],p:[0.17176544 0.66248827 2.        ],op:[2.30224512e-05 2.58855556e-03 0.00000000e+00],tr:[0.13894058 0.7688864  0.        ],pr:[0.86672406 1.23063532 2.5198421 ],rev:[1.0052 1.9852 2.9937],dbuf:[4.38944901e+00 7.27392234e+00 2.13413411e+05],ch:[4.0109812  3.88481312 4.00860722],ibuf:[0, 0, 0],rbuf:[5.09230103e+00 5.55479937e+00 2.15872373e+05]\n",
      "45:r:[-2.16658459e+00 -7.06738516e+00 -4.36885648e+04],p:[0.16446462 0.67557565 2.        ],op:[2.82644144e-05 2.43860386e-03 0.00000000e+00],tr:[0.1318969  0.75606014 0.        ],pr:[0.85715314 1.24960264 2.5198421 ],rev:[0.9876 1.9935 3.0188],dbuf:[4.25320766e+00 8.21635563e+00 2.18362824e+05],ch:[3.99388489 3.86531585 4.06069586],ibuf:[0, 0, 0],rbuf:[1.34747839e+00 1.00332926e+01 2.20861952e+05]\n",
      "46:r:[-2.17286032e+00 -6.96007436e+00 -4.46516625e+04],p:[0.16610906 0.67185602 2.        ],op:[2.22209673e-05 2.66803361e-03 0.00000000e+00],tr:[0.12812934 0.76932531 0.        ],pr:[0.86195316 1.24129282 2.5198421 ],rev:[0.9895 1.9975 2.982 ],dbuf:[4.21905031e+00 7.81940963e+00 2.23178313e+05],ch:[3.88272645 3.91725156 3.97307778],ibuf:[0, 0, 0],rbuf:[3.62772148e+00 2.03946025e+01 2.25483531e+05]\n",
      "47:r:[-2.26228031e+00 -6.97566519e+00 -4.55816836e+04],p:[0.17424177 0.6761169  2.        ],op:[2.3778612e-05 2.4268660e-03 0.0000000e+00],tr:[0.14166202 0.77908792 0.        ],pr:[0.86403695 1.24081978 2.5198421 ],rev:[1.0049 2.005  2.9852],dbuf:[4.34077962e+00 7.73657544e+00 2.27828418e+05],ch:[3.94065652 3.97365927 3.93588258],ibuf:[0, 0, 0],rbuf:[3.73244507e+00 3.49077288e+00 2.30137110e+05]\n",
      "48:r:[-2.23614786e+00 -7.18811107e+00 -4.65335379e+04],p:[0.17308304 0.68517195 2.        ],op:[1.74553710e-05 2.16464784e-03 0.00000000e+00],tr:[0.13414526 0.76587376 0.        ],pr:[0.86852492 1.25465754 2.5198421 ],rev:[1.002 2.008 3.01 ],dbuf:[4.25671959e+00 8.44709146e+00 2.32587689e+05],ch:[3.8298861  3.91131285 4.1396988 ],ibuf:[0, 0, 0],rbuf:[3.34712158e+00 1.42678716e+00 2.35038689e+05]\n",
      "49:r:[-2.16508417e+00 -6.88198428e+00 -4.75118990e+04],p:[0.16370711 0.67173034 2.        ],op:[3.14468633e-05 2.33437142e-03 0.00000000e+00],tr:[0.13080518 0.80733307 0.        ],pr:[0.8602863  1.22902525 2.5198421 ],rev:[0.9901 2.0254 3.0074],dbuf:[4.27587859e+00 7.44733302e+00 2.37479495e+05],ch:[3.97449618 4.17311524 3.91620812],ibuf:[0, 0, 0],rbuf:[3.95156488e+00 1.94174759e+01 2.39914268e+05]\n",
      "50:r:[-2.29216802e+00 -6.86701415e+00 -4.84749724e+04],p:[0.176166   0.66489039 2.        ],op:[1.15747718e-05 2.78697099e-03 0.00000000e+00],tr:[0.14059957 0.76691239 0.        ],pr:[0.87032923 1.23660201 2.5198421 ],rev:[1.01   1.9871 2.9879],dbuf:[4.41373702e+00 7.62797630e+00 2.42294862e+05],ch:[4.01218273 3.96625294 3.99131839],ibuf:[0, 0, 0],rbuf:[7.01141487e-01 6.00000000e+00 2.44594847e+05]\n",
      "51:r:[-2.12125261e+00 -6.85571414e+00 -4.94460869e+04],p:[0.16044685 0.66701779 2.        ],op:[2.93416924e-05 2.35798867e-03 0.00000000e+00],tr:[0.12636891 0.7636575  0.        ],pr:[0.85254934 1.23704804 2.5198421 ],rev:[0.9783 1.9876 3.0231],dbuf:[4.18721533e+00 7.50353973e+00 2.47150434e+05],ch:[4.04499563 3.94397343 3.92679567],ibuf:[0, 0, 0],rbuf:[4.88617257e+00 3.62151941e+00 2.49627426e+05]\n",
      "52:r:[-2.24451264e+00 -7.04675151e+00 -5.04129394e+04],p:[0.17135357 0.67888946 2.        ],op:[2.29088470e-05 2.30827173e-03 0.00000000e+00],tr:[0.13824584 0.771451   0.        ],pr:[0.86331672 1.24517518 2.5198421 ],rev:[1.0009 2.004  3.0023],dbuf:[4.36750423e+00 7.98584812e+00 2.51984697e+05],ch:[4.13470316 4.01345205 3.82832142],ibuf:[0, 0, 0],rbuf:[5.65573705e+00 5.03294211e+00 2.54452005e+05]\n",
      "53:r:[-2.20869632e+00 -7.02123049e+00 -5.13800463e+04],p:[0.16681656 0.67834123 2.        ],op:[2.30336993e-05 2.41771193e-03 0.00000000e+00],tr:[0.13749889 0.76249293 0.        ],pr:[0.85847755 1.24594028 2.5198421 ],rev:[0.9951 1.9954 3.0003],dbuf:[4.36989766e+00 7.87579458e+00 2.56820231e+05],ch:[4.18199826 3.91351045 4.05972647],ibuf:[0, 0, 0],rbuf:[4.24224905e+00 8.19935866e+00 2.59256584e+05]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "54:r:[-2.18290564e+00 -6.86417712e+00 -5.23430249e+04],p:[0.16358181 0.66401297 2.        ],op:[1.95371155e-05 2.41987313e-03 0.00000000e+00],tr:[0.14016434 0.76036514 0.        ],pr:[0.85804337 1.23683956 2.5198421 ],rev:[0.9972 1.9844 2.9947],dbuf:[4.37047433e+00 7.66357189e+00 2.61635125e+05],ch:[4.24443141 3.98050314 3.88614706],ibuf:[0, 0, 0],rbuf:[2.58362328e+00 8.45266217e+00 2.64005163e+05]\n",
      "55:r:[-2.28137434e+00 -7.04760279e+00 -5.32888009e+04],p:[0.1750816  0.67775585 2.        ],op:[1.22595777e-05 2.03746045e-03 0.00000000e+00],tr:[0.1389382  0.76355229 0.        ],pr:[0.86835615 1.24907693 2.5198421 ],rev:[1.0069 2.0015 2.9922],dbuf:[4.40311713e+00 8.04628157e+00 2.66364004e+05],ch:[4.02755321 3.90048239 3.98617899],ibuf:[0, 0, 0],rbuf:[3.27103918e+00 3.51501352e+00 2.68728742e+05]\n",
      "56:r:[-2.24833384e+00 -6.89846005e+00 -5.42547618e+04],p:[0.1724351  0.67074567 2.        ],op:[2.20522635e-05 2.41264719e-03 0.00000000e+00],tr:[0.14505986 0.7807198  0.        ],pr:[0.86235587 1.23626391 2.5198421 ],rev:[1.0068 2.0033 3.0072],dbuf:[4.34338329e+00 7.56596748e+00 2.71193809e+05],ch:[4.01368051 3.97685069 3.88079235],ibuf:[0, 0, 0],rbuf:[4.37968383e+00 3.63356717e+00 2.73602321e+05]\n",
      "57:r:[-2.34708009e+00 -7.06808037e+00 -5.52020052e+04],p:[0.18110973 0.67651409 2.        ],op:[1.78587804e-05 2.69999184e-03 0.00000000e+00],tr:[0.15321208 0.76354214 0.        ],pr:[0.87506388 1.24892252 2.5198421 ],rev:[1.0277 1.9975 2.9906],dbuf:[4.49029677e+00 8.17183849e+00 2.75930026e+05],ch:[4.03538892 3.86983059 4.06532713],ibuf:[0, 0, 0],rbuf:[4.73238131e+00 4.46095321e+00 2.78309900e+05]\n",
      "58:r:[-2.20842107e+00 -6.95362543e+00 -5.61957115e+04],p:[0.16818714 0.66953909 2.        ],op:[2.91322271e-05 2.60254645e-03 0.00000000e+00],tr:[0.13806402 0.7598758  0.        ],pr:[0.8607222  1.24258924 2.5198421 ],rev:[0.9978 1.9881 3.0281],dbuf:[4.31345427e+00 7.88246173e+00 2.80898557e+05],ch:[4.03369447 3.93011391 4.02467751],ibuf:[0, 0, 0],rbuf:[5.16661337e+00 4.35498777e+00 2.83392479e+05]\n",
      "59:r:[-2.28844785e+00 -7.00975609e+00 -5.71855353e+04],p:[0.17530525 0.67522246 2.        ],op:[2.00075968e-05 2.27071102e-03 0.00000000e+00],tr:[0.14772052 0.74408188 0.        ],pr:[0.86422019 1.25136337 2.5198421 ],rev:[1.0114 1.9848 3.011 ],dbuf:[4.42922894e+00 7.94905366e+00 2.85847677e+05],ch:[4.13040701 3.7775788  4.11571907],ibuf:[0, 0, 0],rbuf:[7.04804350e+00 8.88721676e+00 2.88304058e+05]\n",
      "60:r:[-2.18971632e+00 -7.07183591e+00 -5.81418670e+04],p:[0.16732304 0.68605209 2.        ],op:[1.88922058e-05 2.23507533e-03 0.00000000e+00],tr:[0.13151452 0.78874695 0.        ],pr:[0.86364142 1.24472286 2.5198421 ],rev:[0.9945 2.0212 2.9813],dbuf:[4.25490452e+00 7.82769282e+00 2.90629335e+05],ch:[3.93227772 4.05129698 3.87317994],ibuf:[0, 0, 0],rbuf:[7.08550670e+00 8.59331414e+00 2.92918637e+05]\n",
      "61:r:[-2.33077969e+00 -6.98758831e+00 -5.90820045e+04],p:[0.17944094 0.67132564 2.        ],op:[1.78031314e-05 2.57264832e-03 0.00000000e+00],tr:[0.15672296 0.75053401 0.        ],pr:[0.86106083 1.24642198 2.5198421 ],rev:[1.017  1.9821 3.0037],dbuf:[4.47554858e+00 7.98200999e+00 2.95330023e+05],ch:[4.19865023 3.90997315 4.13805793],ibuf:[0, 0, 0],rbuf:[4.76541365e+00 7.97811990e+00 2.97757216e+05]\n",
      "62:r:[-2.28730642e+00 -6.99674431e+00 -6.00785909e+04],p:[0.17692154 0.67679772 2.        ],op:[1.32104955e-05 2.51872714e-03 0.00000000e+00],tr:[0.14420337 0.78708394 0.        ],pr:[0.86756202 1.24097145 2.5198421 ],rev:[1.011  2.013  3.0183],dbuf:[4.35914221e+00 7.81106374e+00 3.00312954e+05],ch:[3.95737632 3.97630068 4.06754253],ibuf:[0, 0, 0],rbuf:[3.23205156e+00 1.78798084e+00 3.02741795e+05]\n",
      "63:r:[-2.25692053e+00 -6.94046504e+00 -6.10195280e+04],p:[0.17171007 0.67166137 2.        ],op:[1.43939696e-05 2.53113486e-03 0.00000000e+00],tr:[0.14071034 0.7676027  0.        ],pr:[0.86451002 1.24101678 2.5198421 ],rev:[1.0046 1.995  2.9967],dbuf:[4.41562418e+00 7.73462510e+00 3.05017640e+05],ch:[4.13338111 3.97671062 4.05926606],ibuf:[0, 0, 0],rbuf:[2.58870033e+00 7.87574439e+00 3.07510374e+05]\n",
      "64:r:[-2.23992631e+00 -7.00928497e+00 -6.19841713e+04],p:[0.17124141 0.67587842 2.        ],op:[1.64937961e-05 2.13274440e-03 0.00000000e+00],tr:[0.13226316 0.74687707 0.        ],pr:[0.86744814 1.24977718 2.5198421 ],rev:[0.9994 1.9849 2.9948],dbuf:[4.34931549e+00 7.92597820e+00 3.09840857e+05],ch:[4.00464754 3.87128564 4.09951705],ibuf:[0, 0, 0],rbuf:[4.09108480e+00 1.85365198e+00 3.12259953e+05]\n",
      "65:r:[-2.16263018e+00 -6.95791993e+00 -6.29164138e+04],p:[0.16341105 0.67126647 2.        ],op:[2.88085154e-05 2.49488387e-03 0.00000000e+00],tr:[0.12726057 0.77123957 0.        ],pr:[0.86511596 1.24088376 2.5198421 ],rev:[0.9915 1.9994 2.987 ],dbuf:[4.27555666e+00 7.83914537e+00 3.14502069e+05],ch:[3.95352849 4.01863882 4.173083  ],ibuf:[0, 0, 0],rbuf:[5.04742931e+00 8.35321989e+00 3.16931532e+05]\n",
      "66:r:[-2.20162814e+00 -7.04949763e+00 -6.38509663e+04],p:[0.16712953 0.67869492 2.        ],op:[1.66826703e-05 2.19139464e-03 0.00000000e+00],tr:[0.13139618 0.76888962 0.        ],pr:[0.86531513 1.24704018 2.5198421 ],rev:[0.9957 2.0045 2.9645],dbuf:[4.32229204e+00 8.01203543e+00 3.19174832e+05],ch:[4.03925122 3.93886869 4.05570833],ibuf:[0, 0, 0],rbuf:[5.05656117e-01 9.39150224e+00 3.21378111e+05]\n",
      "67:r:[-2.18157144e+00 -6.91103263e+00 -6.47410751e+04],p:[0.16456164 0.66814792 2.        ],op:[3.04172057e-05 2.40390388e-03 0.00000000e+00],tr:[0.13467035 0.78384595 0.        ],pr:[0.85661808 1.23519286 2.5198421 ],rev:[0.9908 2.0063 2.9656],dbuf:[4.32417476e+00 7.73309029e+00 3.23625375e+05],ch:[4.16439106 4.09761149 4.08280128],ibuf:[0, 0, 0],rbuf:[5.30073527e+00 5.15625234e+00 3.25835690e+05]\n",
      "68:r:[-2.30232559e+00 -6.81601611e+00 -6.56808240e+04],p:[0.17733493 0.66159126 2.        ],op:[1.76096058e-05 2.50982703e-03 0.00000000e+00],tr:[0.14731738 0.7707715  0.        ],pr:[0.86701002 1.23143784 2.5198421 ],rev:[1.0136 1.9884 3.0134],dbuf:[4.41752634e+00 7.51603695e+00 3.28324120e+05],ch:[4.0294966  4.0980483  3.90650716],ibuf:[0, 0, 0],rbuf:[3.89298904e+00 6.27507560e+00 3.30771269e+05]\n",
      "69:r:[-2.20780464e+00 -6.99393288e+00 -6.66246726e+04],p:[0.16827062 0.67401448 2.        ],op:[1.69335307e-05 2.34645689e-03 0.00000000e+00],tr:[0.13668083 0.77391114 0.        ],pr:[0.85740777 1.24193762 2.5198421 ],rev:[0.9935 2.0035 2.9863],dbuf:[4.30752095e+00 7.91522707e+00 3.33043363e+05],ch:[4.09531147 3.9941748  4.07233803],ibuf:[0, 0, 0],rbuf:[3.47127951e+00 1.27713845e+01 3.35435848e+05]\n",
      "70:r:[-2.24494255e+00 -6.93600272e+00 -6.75760296e+04],p:[0.17273405 0.66984057 2.        ],op:[2.48540951e-05 2.44323881e-03 0.00000000e+00],tr:[0.14018173 0.77221155 0.        ],pr:[0.86189978 1.23912703 2.5198421 ],rev:[1.0014 1.9977 2.9948],dbuf:[4.31435669e+00 7.78866135e+00 3.37800148e+05],ch:[3.95039013 4.07287272 3.82789787],ibuf:[0, 0, 0],rbuf:[5.46303084e+00 4.97935945e+00 3.40185427e+05]\n",
      "71:r:[-2.14994895e+00 -6.68504907e+00 -6.85241624e+04],p:[0.1624963  0.65448254 2.        ],op:[2.84053622e-05 2.94807437e-03 0.00000000e+00],tr:[0.13347965 0.75880178 0.        ],pr:[0.85269623 1.22725926 2.5198421 ],rev:[0.9853 1.9697 2.9886],dbuf:[4.24875673e+00 7.12802086e+00 3.42540812e+05],ch:[4.130219   3.99070499 3.9497833 ],ibuf:[0, 0, 0],rbuf:[6.31765454e+00 3.14959364e+00 3.44873006e+05]\n",
      "72:r:[-2.19065992e+00 -6.89911983e+00 -6.94477474e+04],p:[0.16679411 0.66794742 2.        ],op:[2.36279416e-05 2.44039578e-03 0.00000000e+00],tr:[0.1309742 0.7586747 0.       ],pr:[0.85965141 1.23957833 2.5198421 ],rev:[0.9894 1.9858 2.9883],dbuf:[4.28058993e+00 7.68008641e+00 3.47158737e+05],ch:[3.97468793 3.99211629 3.87228413],ibuf:[0, 0, 0],rbuf:[2.11706616e+00 2.02132666e+00 3.49557585e+05]\n",
      "73:r:[-2.17972564e+00 -7.19757942e+00 -7.03903035e+04],p:[0.16596392 0.69056927 2.        ],op:[2.24362233e-05 2.11697417e-03 0.00000000e+00],tr:[0.13235642 0.78787208 0.        ],pr:[0.85352905 1.25238187 2.5198421 ],rev:[0.9853 2.0301 2.9749],dbuf:[4.25917413e+00 8.28044730e+00 3.51871517e+05],ch:[4.0601374  3.95917969 4.05625944],ibuf:[0, 0, 0],rbuf:[5.61065238e+00 1.18188947e+01 3.54108164e+05]\n",
      "74:r:[-2.26557357e+00 -6.82591039e+00 -7.12995792e+04],p:[0.17485226 0.66818275 2.        ],op:[2.39757136e-05 2.17002184e-03 0.00000000e+00],tr:[0.13856231 0.77627311 0.        ],pr:[0.87011708 1.23308191 2.5198421 ],rev:[1.0077 1.9981 2.99  ],dbuf:[4.33281857e+00 7.31544113e+00 3.56417896e+05],ch:[3.85465863 4.06201612 3.85340342],ibuf:[0, 0, 0],rbuf:[4.59326794e+00 9.44047578e+00 3.58809743e+05]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "75:r:[-2.22963089e+00 -6.78023052e+00 -7.22560999e+04],p:[0.17041142 0.66010828 2.        ],op:[1.22322957e-05 2.80018721e-03 0.00000000e+00],tr:[0.1384172  0.78205005 0.        ],pr:[0.8629955  1.22964235 2.5198421 ],rev:[1.0007 1.9958 2.9914],dbuf:[4.33120835e+00 7.38481404e+00 3.61200500e+05],ch:[4.00447725 4.03982332 4.27313326],ibuf:[0, 0, 0],rbuf:[2.64318617e+00 4.44872326e+00 3.63525322e+05]\n",
      "76:r:[-2.26680046e+00 -6.94399232e+00 -7.32234225e+04],p:[0.17198517 0.67049217 2.        ],op:[1.20304870e-05 1.95653661e-03 0.00000000e+00],tr:[0.14480902 0.76227526 0.        ],pr:[0.86307844 1.24104816 2.5198421 ],rev:[1.0074 1.9924 3.0345],dbuf:[4.45411423e+00 7.82201315e+00 3.66037113e+05],ch:[4.30875124 3.9744335  3.95881994],ibuf:[0, 0, 0],rbuf:[2.17772402e+00 3.70129297e+00 3.68671901e+05]\n",
      "77:r:[-2.13231613e+00 -6.90547591e+00 -7.42195954e+04],p:[0.16104499 0.67228747 2.        ],op:[2.01932003e-05 2.22018046e-03 0.00000000e+00],tr:[0.11806251 0.78098506 0.        ],pr:[0.85992814 1.23632554 2.5198421 ],rev:[0.9774 2.0051 2.9937],dbuf:[4.21897330e+00 7.54707365e+00 3.71017977e+05],ch:[3.94244202 3.9837837  4.07448787],ibuf:[0, 0, 0],rbuf:[4.87206506e+00 7.32768840e+00 3.73410480e+05]\n",
      "78:r:[-2.25430451e+00 -6.94848597e+00 -7.51649649e+04],p:[0.17351569 0.67107598 2.        ],op:[2.21504779e-05 2.14404425e-03 0.00000000e+00],tr:[0.13710129 0.77750503 0.        ],pr:[0.86953428 1.2378934  2.5198421 ],rev:[1.0058 2.0035 2.9784],dbuf:[4.33000886e+00 7.81362886e+00 3.75744824e+05],ch:[3.81838197 4.12696762 3.92293003],ibuf:[0, 0, 0],rbuf:[3.34041262e+00 1.19694854e+01 3.77996059e+05]\n",
      "79:r:[-2.35407631e+00 -6.78774689e+00 -7.60596853e+04],p:[0.18240453 0.66205768 2.        ],op:[1.65100961e-05 2.84519085e-03 0.00000000e+00],tr:[0.15466693 0.78032161 0.        ],pr:[0.86892074 1.23049408 2.5198421 ],rev:[1.023  1.9951 2.9712],dbuf:[4.47353999e+00 7.34261952e+00 3.80218426e+05],ch:[4.05309373 3.96079942 3.93982774],ibuf:[0, 0, 0],rbuf:[3.45163401e+00 9.55367060e+00 3.82509638e+05]\n",
      "80:r:[-2.15075775e+00 -6.64084286e+00 -7.70088299e+04],p:[0.16336165 0.64891482 2.        ],op:[3.81908697e-05 3.12923831e-03 0.00000000e+00],tr:[0.12834896 0.77546935 0.        ],pr:[0.86051064 1.22055657 2.5198421 ],rev:[0.9877 1.9779 3.0142],dbuf:[4.21779505e+00 7.12245205e+00 3.84964149e+05],ch:[3.90013073 4.13491519 3.77330507],ibuf:[0, 0, 0],rbuf:[3.65741226e+00 2.59772881e+00 3.87453217e+05]\n",
      "81:r:[-2.29890165e+00 -7.16946446e+00 -7.79821085e+04],p:[0.17600967 0.68863715 2.        ],op:[1.66360199e-05 2.32046361e-03 0.00000000e+00],tr:[0.13871571 0.78999241 0.        ],pr:[0.87294586 1.25019279 2.5198421 ],rev:[1.0107 2.0275 2.9796],dbuf:[4.45345586e+00 8.20901780e+00 3.89830543e+05],ch:[4.03162438 3.92221798 4.04395957],ibuf:[0, 0, 0],rbuf:[1.47829462e-01 4.89905501e+00 3.92050796e+05]\n",
      "82:r:[-2.29426825e+00 -6.85834038e+00 -7.89109977e+04],p:[0.1762931  0.66984408 2.        ],op:[2.93587671e-05 2.49962204e-03 0.00000000e+00],tr:[0.14986047 0.7963913  0.        ],pr:[0.86388552 1.22993571 2.5198421 ],rev:[1.0132 2.0116 2.9979],dbuf:[4.41844296e+00 7.39795387e+00 3.94474989e+05],ch:[4.07485097 4.0598873  3.90634092],ibuf:[0, 0, 0],rbuf:[4.03839964e+00 2.17062173e+00 3.96831375e+05]\n",
      "83:r:[-2.19053503e+00 -7.11492565e+00 -7.98298113e+04],p:[0.16661399 0.67762548 2.        ],op:[3.18059572e-05 2.57950968e-03 0.00000000e+00],tr:[0.12974845 0.76859128 0.        ],pr:[0.86119773 1.24941697 2.5198421 ],rev:[0.99   2.0036 2.9781],dbuf:[4.28684314e+00 8.36642875e+00 3.99069056e+05],ch:[3.94617764 4.03236693 3.96669398],ibuf:[0, 0, 0],rbuf:[5.68088618e+00 5.94913559e+00 4.01413954e+05]\n",
      "84:r:[-2.22867898e+00 -6.88684787e+00 -8.07872673e+04],p:[0.17083125 0.66491067 2.        ],op:[2.74048435e-05 2.54649024e-03 0.00000000e+00],tr:[0.13869557 0.75967335 0.        ],pr:[0.86323557 1.23894231 2.5198421 ],rev:[1.0009 1.9859 3.0096],dbuf:[4.30904867e+00 7.73595312e+00 4.03856336e+05],ch:[3.98833065 3.90981428 3.95227052],ibuf:[0, 0, 0],rbuf:[5.04497863e+00 1.54552379e+01 4.06311533e+05]\n",
      "85:r:[-2.30442618e+00 -7.00868196e+00 -8.17877120e+04],p:[0.17876722 0.67449633 2.        ],op:[2.38980769e-05 2.50902878e-03 0.00000000e+00],tr:[0.14304416 0.75550361 0.        ],pr:[0.86887756 1.24642776 2.5198421 ],rev:[1.0106 1.9874 3.0079],dbuf:[4.37048626e+00 7.96319547e+00 4.08858560e+05],ch:[3.93091728 3.85481411 4.11455285],ibuf:[0, 0, 0],rbuf:[1.82251722e+00 2.00000000e+00 4.11192112e+05]\n",
      "86:r:[-2.25206543e+00 -6.74622601e+00 -8.27052897e+04],p:[0.17342129 0.66054408 2.        ],op:[2.59524888e-05 2.41901330e-03 0.00000000e+00],tr:[0.13979835 0.77715217 0.        ],pr:[0.86725048 1.22679338 2.5198421 ],rev:[1.0061 1.9903 2.9903],dbuf:[4.32243747e+00 7.21260617e+00 4.13446448e+05],ch:[3.8871692  4.0548992  4.07314243],ibuf:[0, 0, 0],rbuf:[1.39709233e+00 4.72861127e+00 4.15896691e+05]\n",
      "87:r:[-2.22952495e+00 -6.99360479e+00 -8.36463960e+04],p:[0.17118233 0.67823691 2.        ],op:[3.29743133e-05 2.32006588e-03 0.00000000e+00],tr:[0.13835246 0.79138995 0.        ],pr:[0.86429706 1.23820456 2.5198421 ],rev:[1.0019 2.0172 2.9796],dbuf:[4.29901242e+00 7.74574470e+00 4.18151980e+05],ch:[3.90155606 4.08099726 3.9446469 ],ibuf:[0, 0, 0],rbuf:[4.06317005e+00 3.49198862e+00 4.20494270e+05]\n",
      "88:r:[-2.33375719e+00 -6.97122747e+00 -8.45824266e+04],p:[0.18024751 0.67748159 2.        ],op:[1.73732582e-05 2.45150822e-03 0.00000000e+00],tr:[0.14978245 0.79252675 0.        ],pr:[0.87071374 1.23845332 2.5198421 ],rev:[1.02   2.0179 2.9813],dbuf:[4.45819076e+00 7.65881349e+00 4.22832133e+05],ch:[4.00749313 3.94410453 4.07977881],ibuf:[0, 0, 0],rbuf:[7.14203811e+00 8.93047203e+00 4.25108849e+05]\n",
      "89:r:[-2.31742714e+00 -6.63166320e+00 -8.54787881e+04],p:[0.17745757 0.65064918 2.        ],op:[2.50873979e-05 2.37881897e-03 0.00000000e+00],tr:[0.15086611 0.77637707 0.        ],pr:[0.8652048  1.21934959 2.5198421 ],rev:[1.0151 1.9831 2.9695],dbuf:[4.48782948e+00 7.03719612e+00 4.27313941e+05],ch:[4.14346234 4.24903136 4.16883883],ibuf:[0, 0, 0],rbuf:[5.41121938e+00 1.08925763e+01 4.29605428e+05]\n",
      "90:r:[-2.22304617e+00 -6.88147021e+00 -8.63885752e+04],p:[0.17035703 0.66904716 2.        ],op:[2.65085942e-05 2.08958269e-03 0.00000000e+00],tr:[0.13758433 0.78175643 0.        ],pr:[0.86235877 1.23427802 2.5198421 ],rev:[0.9988 2.0041 2.9662],dbuf:[4.29988945e+00 7.56188126e+00 4.31862876e+05],ch:[3.94814458 4.11646198 3.94135829],ibuf:[0, 0, 0],rbuf:[4.76729911e+00 6.63865501e+00 4.34069007e+05]\n",
      "91:r:[-2.22802568e+00 -6.94182054e+00 -8.72804542e+04],p:[0.17065191 0.6746049  2.        ],op:[1.44235468e-05 2.14733785e-03 0.00000000e+00],tr:[0.13510207 0.78855375 0.        ],pr:[0.86498767 1.23601581 2.5198421 ],rev:[0.9994 2.0129 2.97  ],dbuf:[4.31347496e+00 7.63901314e+00 4.36322271e+05],ch:[3.96742915 4.11699324 3.86423447],ibuf:[0, 0, 0],rbuf:[3.14510419e+00 1.03018412e+01 4.38570586e+05]\n",
      "92:r:[-2.18889538e+00 -7.03890476e+00 -8.82272024e+04],p:[0.16819472 0.68111349 2.        ],op:[2.86187501e-05 2.48500321e-03 0.00000000e+00],tr:[0.13094021 0.78023141 0.        ],pr:[0.86199424 1.24384132 2.5198421 ],rev:[0.9923 2.01   3.0306],dbuf:[4.21554333e+00 7.85058394e+00 4.41056012e+05],ch:[3.86994388 3.97122796 4.03289158],ibuf:[0, 0, 0],rbuf:[5.86677062e+00 3.99095066e+00 4.43678165e+05]\n",
      "93:r:[-2.19706085e+00 -7.00466843e+00 -8.92504615e+04],p:[0.16472614 0.67428325 2.        ],op:[1.60283780e-05 2.51598317e-03 0.00000000e+00],tr:[0.13582624 0.77069166 0.        ],pr:[0.85916339 1.24451074 2.5198421 ],rev:[0.9944 2.0014 3.0168],dbuf:[4.39561768e+00 7.95137291e+00 4.46172307e+05],ch:[4.20334414 3.8851118  3.93908866],ibuf:[0, 0, 0],rbuf:[5.77145664e+00 8.19112832e+00 4.48647744e+05]\n",
      "94:r:[-2.24829680e+00 -6.92140289e+00 -9.02202315e+04],p:[0.1722406  0.67093637 2.        ],op:[3.24677409e-05 2.50844422e-03 0.00000000e+00],tr:[0.14227584 0.77918243 0.        ],pr:[0.86111526 1.23706063 2.5198421 ],rev:[1.0022 2.0021 2.9894],dbuf:[4.35056143e+00 7.66922185e+00 4.51021158e+05],ch:[4.00053332 4.02300395 3.98781861],ibuf:[0, 0, 0],rbuf:[4.04753672e+00 8.29559177e+00 4.53343323e+05]\n",
      "95:r:[-2.23210775e+00 -7.10660656e+00 -9.11575188e+04],p:[0.17079217 0.68183139 2.        ],op:[2.20020301e-05 2.14970054e-03 0.00000000e+00],tr:[0.13550382 0.78806953 0.        ],pr:[0.86632597 1.24685714 2.5198421 ],rev:[1.0009 2.0235 3.0071],dbuf:[4.32797193e+00 8.17378911e+00 4.55707594e+05],ch:[3.98058269 4.05986115 3.85516773],ibuf:[0, 0, 0],rbuf:[3.30661469e+00 6.76015508e+00 4.58215902e+05]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "96:r:[-2.25543041e+00 -6.90329395e+00 -9.21311258e+04],p:[0.17316437 0.67437584 2.        ],op:[1.38820844e-05 2.11231513e-03 0.00000000e+00],tr:[0.13882597 0.78360652 0.        ],pr:[0.8670567  1.23465533 2.5198421 ],rev:[1.0052 2.0073 2.9774],dbuf:[4.35002179e+00 7.45694350e+00 4.60575629e+05],ch:[4.01545685 4.05300121 4.0189757 ],ibuf:[0, 0, 0],rbuf:[1.59541703e+00 4.07787858e+00 4.62791481e+05]\n",
      "97:r:[-2.23570307e+00 -6.80945348e+00 -9.30588864e+04],p:[0.17183246 0.66329717 2.        ],op:[2.20634647e-05 2.67334378e-03 0.00000000e+00],tr:[0.13540169 0.77585946 0.        ],pr:[0.86591511 1.23145603 2.5198421 ],rev:[1.0005 1.9931 3.0232],dbuf:[4.30433433e+00 7.40844680e+00 4.65214432e+05],ch:[3.95886133 4.01169056 3.8609621 ],ibuf:[0, 0, 0],rbuf:[5.51479886e-02 3.79538451e+00 4.67825060e+05]\n",
      "98:r:[-2.15027914e+00 -6.96216843e+00 -9.40761962e+04],p:[0.1615024  0.67470774 2.        ],op:[2.01504678e-05 2.41158074e-03 0.00000000e+00],tr:[0.12072073 0.7886398  0.        ],pr:[0.85965463 1.23863908 2.5198421 ],rev:[0.9802 2.0151 3.0076],dbuf:[4.29049386e+00 7.72606938e+00 4.70300981e+05],ch:[4.06891519 4.104014   4.08057772],ibuf:[0, 0, 0],rbuf:[4.09497670e+00 8.01268303e+00 4.72702639e+05]\n",
      "99:r:[-2.21025844e+00 -7.50174570e+00 -9.50454179e+04],p:[0.16793819 0.70837431 2.        ],op:[1.75113177e-05 1.83657762e-03 0.00000000e+00],tr:[0.13423127 0.77662643 0.        ],pr:[0.86100721 1.27104734 2.5198421 ],rev:[0.9951 2.0384 3.0084],dbuf:[4.33306425e+00 9.10029287e+00 4.75147089e+05],ch:[4.12135487 3.8511061  4.07246307],ibuf:[0, 0, 0],rbuf:[7.63780295e+00 8.73676638e+00 4.77588218e+05]\n",
      "---------9------------\n",
      "[{'id': '1', 'model': 'AR', 'num_r': 4, 'rate': 1.0, 'dis': 100, 'action_bound': 2, 'data_buf_size': 100, 't_factor': 0.8, 'penalty': 1000}, {'id': '2', 'model': 'AR', 'num_r': 4, 'rate': 2.0, 'dis': 100, 'action_bound': 2, 'data_buf_size': 100, 't_factor': 0.8, 'penalty': 1000}, {'id': '3', 'model': 'AR', 'num_r': 4, 'rate': 3.0, 'dis': 100, 'action_bound': 2, 'data_buf_size': 100, 't_factor': 0.8, 'penalty': 1000}]\n",
      "INFO:tensorflow:Restoring parameters from model_M_08_nB/my_train_model_9-2000\n",
      "Initialization OK!----> user 1\n",
      "INFO:tensorflow:Restoring parameters from model_M_08_nB/my_train_model_9-2000\n",
      "Initialization OK!----> user 2\n",
      "INFO:tensorflow:Restoring parameters from model_M_08_nB/my_train_model_9-2000\n",
      "Initialization OK!----> user 3\n",
      "0:r:[-2.28268334e+00 -7.14069926e+00 -3.00870388e+03],p:[1.85324640e-01 6.76452803e-01 1.78338543e-21],op:[1.65228265e-06 9.87341974e-05 1.23333058e-19],tr:[0.36156942 0.71816255 0.        ],pr:[6.49636355e-01 1.26877831e+00 2.60735805e-09],rev:[1.0114 1.9867 3.0139],dbuf:[4.00036503e+00 8.64143480e+00 1.50435194e+04],ch:[4.07557618 4.02941169 4.07260105],ibuf:[0, 0, 0],rbuf:[2.83020200e+00 5.94021903e+00 3.01390000e+04]\n",
      "1:r:[-2.20364304e+00 -7.37066793e+00 -9.02471940e+03],p:[0.17911648 0.68960563 0.        ],op:[3.23512153e-07 8.34070924e-05 0.00000000e+00],tr:[0.35392794 0.7389199  0.        ],pr:[0.63540542 1.2712779  0.        ],rev:[0.9894 2.0111 2.9978],dbuf:[3.85354300e+00 9.26577826e+00 4.51235970e+04],ch:[4.07237214 3.97386936 3.96203344],ibuf:[0, 0, 0],rbuf:[3.61812308e+00 1.99932075e+01 6.01170000e+04]\n",
      "2:r:[-2.24788440e+00 -7.45933157e+00 -1.49992473e+04],p:[0.18006524 0.69984411 0.        ],op:[8.19476552e-07 1.12122174e-04 0.00000000e+00],tr:[0.33662457 0.75292864 0.        ],pr:[0.65535199 1.2712812  0.        ],rev:[0.9919 2.0227 2.9874],dbuf:[4.03677967e+00 9.29840853e+00 7.49962367e+04],ch:[3.88231727 4.0290993  3.91577866],ibuf:[0, 0, 0],rbuf:[3.26357549e+00 1.22053398e+01 8.99910000e+04]\n",
      "3:r:[-2.26647773e+00 -7.34155640e+00 -2.09844321e+04],p:[0.18138935 0.69325759 0.        ],op:[0.         0.00010725 0.        ],tr:[0.34324417 0.72831535 0.        ],pr:[0.65731686 1.27272854 0.        ],rev:[1.0006 1.9998 3.0081],dbuf:[4.07681482e+00 8.97318868e+00 1.04922160e+05],ch:[3.8491863  3.95306128 3.86376792],ibuf:[0, 0, 0],rbuf:[3.65331373e+00 6.53414321e+00 1.20072000e+05]\n",
      "4:r:[-2.28603960e+00 -7.38086947e+00 -2.70409206e+04],p:[0.18354102 0.69709899 0.        ],op:[1.59157178e-07 8.57250657e-05 0.00000000e+00],tr:[0.34752999 0.73156643 0.        ],pr:[0.65204738 1.27468616 0.        ],rev:[0.9997 2.0071 3.0352],dbuf:[4.08855105e+00 9.01695860e+00 1.35204603e+05],ch:[3.98536143 3.99889527 3.96820834],ibuf:[0, 0, 0],rbuf:[4.96596822e+00 1.94547021e+01 1.50424000e+05]\n",
      "5:r:[-2.24629512e+00 -7.11705585e+00 -3.31160653e+04],p:[0.18168063 0.67388617 0.        ],op:[1.39805818e-06 1.26533945e-04 0.00000000e+00],tr:[0.34741137 0.7237353  0.        ],pr:[0.6508942  1.26723473 0.        ],rev:[0.998  1.99   3.0251],dbuf:[3.96419433e+00 8.62477108e+00 1.65580327e+05],ch:[3.92584071 4.07043875 4.07832079],ibuf:[0, 0, 0],rbuf:[2.62917064e+00 1.78007706e+01 1.80675000e+05]\n",
      "6:r:[-2.30366973e+00 -7.42907395e+00 -3.91538870e+04],p:[0.1849663 0.6952157 0.       ],op:[8.43310798e-07 7.64817656e-05 0.00000000e+00],tr:[0.3534462  0.73913097 0.        ],pr:[0.64892803 1.27198135 0.        ],rev:[1.0022 2.0094 3.0207],dbuf:[4.11966298e+00 9.33368243e+00 1.95769435e+05],ch:[3.96810513 3.95993927 4.08126093],ibuf:[0, 0, 0],rbuf:[1.14650294e+00 6.91201882e+00 2.10882000e+05]\n",
      "7:r:[-2.21028725e+00 -7.28022519e+00 -4.51838526e+04],p:[0.17859924 0.68517465 0.        ],op:[4.19689655e-07 1.35693453e-04 0.00000000e+00],tr:[0.34716749 0.72059226 0.        ],pr:[0.63595314 1.27209915 0.        ],rev:[0.9832 1.992  3.    ],dbuf:[3.90744989e+00 8.98871223e+00 2.25919263e+05],ch:[4.10336901 3.96144757 4.00710061],ibuf:[0, 0, 0],rbuf:[2.10744352e+00 7.85372922e+00 2.40882000e+05]\n",
      "8:r:[-2.29119632e+00 -7.16186214e+00 -5.11728068e+04],p:[0.18587009 0.67714821 0.        ],op:[1.07874963e-07 8.76055746e-05 0.00000000e+00],tr:[0.36577612 0.74557193 0.        ],pr:[0.64552798 1.26464577 0.        ],rev:[1.0115 2.0093 3.0028],dbuf:[4.02117388e+00 8.71987810e+00 2.55864034e+05],ch:[4.06477171 4.11543566 3.96943261],ibuf:[0, 0, 0],rbuf:[4.12681016e+00 4.48892125e+00 2.70910000e+05]\n",
      "9:r:[-2.27114368e+00 -7.24291216e+00 -5.71963343e+04],p:[0.1860674  0.68411076 0.        ],op:[3.97972403e-08 6.04867602e-05 0.00000000e+00],tr:[0.36957462 0.75159445 0.        ],pr:[0.64234906 1.26518917 0.        ],rev:[1.0118 2.0172 3.0148],dbuf:[3.91302090e+00 8.84771081e+00 2.85981672e+05],ch:[4.15124272 4.14417674 4.10221851],ibuf:[0, 0, 0],rbuf:[2.90185945e+00 1.13399950e+01 3.01058000e+05]\n",
      "10:r:[-2.28711259e+00 -7.07291654e+00 -6.32045701e+04],p:[0.18424029 0.6672524  0.        ],op:[5.80335353e-09 1.00329328e-04 0.00000000e+00],tr:[0.35286285 0.72066437 0.        ],pr:[0.65324405 1.26021842 0.        ],rev:[1.0062 1.9796 2.9821],dbuf:[4.06595122e+00 8.67047343e+00 3.16022851e+05],ch:[3.94142656 4.08382209 3.87977671],ibuf:[0, 0, 0],rbuf:[3.89621216e+00 6.61012963e+00 3.30879000e+05]\n",
      "11:r:[-2.27159798e+00 -7.11777340e+00 -6.91597380e+04],p:[0.18104889 0.67694673 0.        ],op:[7.52086222e-07 1.52104587e-04 0.00000000e+00],tr:[0.34450069 0.72906019 0.        ],pr:[0.65465857 1.26801046 0.        ],rev:[0.9993 1.9959 2.9967],dbuf:[4.11600402e+00 8.50491358e+00 3.45798690e+05],ch:[3.91579254 4.02596594 4.23002618],ibuf:[0, 0, 0],rbuf:[5.65079861e+00 4.70430713e+00 3.60846000e+05]\n",
      "12:r:[-2.20973883e+00 -7.16525432e+00 -7.51866819e+04],p:[0.18026629 0.67333384 0.        ],op:[1.75018363e-06 1.00602547e-04 0.00000000e+00],tr:[0.35213048 0.72821005 0.        ],pr:[0.64371222 1.26567975 0.        ],rev:[0.9953 1.9932 3.0121],dbuf:[3.83797259e+00 8.88889375e+00 3.75933409e+05],ch:[4.02535008 4.06374066 4.23458359],ibuf:[0, 0, 0],rbuf:[6.44329434e-01 5.06708001e+00 3.90967000e+05]\n",
      "13:r:[-2.23262678e+00 -7.52680453e+00 -8.12428779e+04],p:[0.18310376 0.70415885 0.        ],op:[3.75193105e-07 1.29787159e-04 0.00000000e+00],tr:[0.36564106 0.74536458 0.        ],pr:[0.63675062 1.27381191 0.        ],rev:[1.0031 2.0185 3.0421],dbuf:[3.83896853e+00 9.46247731e+00 4.06214390e+05],ch:[4.12822129 4.03499615 4.0924666 ],ibuf:[0, 0, 0],rbuf:[8.08716522e+00 6.79207612e+00 4.21388000e+05]\n",
      "14:r:[-2.25122445e+00 -6.88553198e+00 -8.72624651e+04],p:[0.18225614 0.65527468 0.        ],op:[2.89343170e-09 1.42751063e-04 0.00000000e+00],tr:[0.35160569 0.70100644 0.        ],pr:[0.65107164 1.26210335 0.        ],rev:[1.0023 1.9624 2.9943],dbuf:[3.96587649e+00 8.21096275e+00 4.36312325e+05],ch:[3.93096738 4.0884028  4.06652101],ibuf:[0, 0, 0],rbuf:[4.34277707e+00 9.83227211e+00 4.51331000e+05]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "15:r:[-2.17400820e+00 -7.27495958e+00 -9.32622101e+04],p:[0.17841718 0.68999262 0.        ],op:[1.58470154e-07 5.52968927e-05 0.00000000e+00],tr:[0.35255483 0.7313939  0.        ],pr:[0.63699778 1.27199241 0.        ],rev:[0.9896 2.0029 2.988 ],dbuf:[3.73334733e+00 8.77288126e+00 4.66311051e+05],ch:[4.08824575 3.96772023 3.94833851],ibuf:[0, 0, 0],rbuf:[4.90048796e+00 8.93283431e+00 4.81211000e+05]\n",
      "16:r:[-2.25689873e+00 -7.15412187e+00 -9.92238378e+04],p:[0.18390958 0.6792612  0.        ],op:[1.63346128e-06 9.51508809e-05 0.00000000e+00],tr:[0.36137005 0.72457565 0.        ],pr:[0.64101995 1.2708308  0.        ],rev:[1.0022 1.9955 2.9967],dbuf:[3.92804529e+00 8.59635515e+00 4.96119189e+05],ch:[4.08541645 3.99188397 4.11284575],ibuf:[0, 0, 0],rbuf:[3.92401979e+00 1.57307519e+01 5.11178000e+05]\n",
      "17:r:[-2.32017351e+00 -7.46673843e+00 -1.05223434e+05],p:[0.18701249 0.70055126 0.        ],op:[0.00000000e+00 7.60272562e-05 0.00000000e+00],tr:[0.35906337 0.73541319 0.        ],pr:[0.6593538  1.27452327 0.        ],rev:[1.0185 2.0082 3.005 ],dbuf:[4.12036782e+00 9.30860060e+00 5.26117168e+05],ch:[3.9489904  3.97052321 4.08610389],ibuf:[0, 0, 0],rbuf:[4.75233844e+00 3.25272878e+00 5.41228000e+05]\n",
      "18:r:[-2.27111495e+00 -6.95868941e+00 -1.11213539e+05],p:[0.18514825 0.6611835  0.        ],op:[4.29774163e-08 1.11924381e-04 0.00000000e+00],tr:[0.3561014  0.70033171 0.        ],pr:[0.65178934 1.26382602 0.        ],rev:[1.0076 1.9643 2.9688],dbuf:[3.94964317e+00 8.34163018e+00 5.56067696e+05],ch:[3.96632631 4.0672947  3.86882267],ibuf:[0, 0, 0],rbuf:[2.01461641e+00 1.29614696e+01 5.70916000e+05]\n",
      "19:r:[-2.18916764e+00 -7.18657530e+00 -1.17194778e+05],p:[0.17765134 0.68147771 0.        ],op:[6.42733509e-08 1.27705037e-04 0.00000000e+00],tr:[0.3422976 0.7076698 0.       ],pr:[0.64314283 1.27249054 0.        ],rev:[0.9857 1.979  3.0091],dbuf:[3.83978196e+00 8.66865988e+00 5.85973889e+05],ch:[3.92724921 3.9144183  3.84372846],ibuf:[0, 0, 0],rbuf:[4.65720453e+00 8.89246855e+00 6.01007000e+05]\n",
      "20:r:[-2.21077982e+00 -7.14471794e+00 -1.23209008e+05],p:[0.1795863  0.67542662 0.        ],op:[2.33191910e-07 1.53211582e-04 0.00000000e+00],tr:[0.3489536 0.7019271 0.       ],pr:[0.64088938 1.27093979 0.        ],rev:[0.9898 1.9715 3.0054],dbuf:[3.87043795e+00 8.70039630e+00 6.16045042e+05],ch:[4.05919778 3.89204221 4.06428447],ibuf:[0, 0, 0],rbuf:[4.34120755e+00 4.29278984e+00 6.31061000e+05]\n",
      "21:r:[-2.27543433e+00 -7.62860908e+00 -1.29192859e+05],p:[0.18409907 0.71297102 0.        ],op:[8.11203531e-07 7.53504405e-05 0.00000000e+00],tr:[0.3514023  0.73597875 0.        ],pr:[0.64957922 1.27466548 0.        ],rev:[1.0006 2.0113 2.9761],dbuf:[4.01317660e+00 9.62119049e+00 6.45964294e+05],ch:[4.070453   3.96794773 3.98626762],ibuf:[0, 0, 0],rbuf:[7.09842609e-01 1.72471373e+01 6.60822000e+05]\n",
      "22:r:[-2.24018004e+00 -7.13930286e+00 -1.35179513e+05],p:[0.18257545 0.67855218 0.        ],op:[2.00757701e-06 1.43468085e-04 0.00000000e+00],tr:[0.35742752 0.71860723 0.        ],pr:[0.64314707 1.26816664 0.        ],rev:[1.0008 1.9843 3.0137],dbuf:[3.89780173e+00 8.54868856e+00 6.75897564e+05],ch:[4.01087164 3.95627645 4.14635316],ibuf:[0, 0, 0],rbuf:[3.67748426e+00 3.10045602e+00 6.90959000e+05]\n",
      "23:r:[-2.26397197e+00 -7.53975398e+00 -1.41207876e+05],p:[0.18403648 0.70399481 0.        ],op:[1.44497562e-06 9.86677039e-05 0.00000000e+00],tr:[0.36289399 0.73189047 0.        ],pr:[0.64720552 1.27462362 0.        ],rev:[1.01   2.0074 3.0208],dbuf:[3.95834282e+00 9.53503089e+00 7.06039378e+05],ch:[4.00592146 3.93680054 4.12058238],ibuf:[0, 0, 0],rbuf:[3.59656323e+00 1.97548575e+01 7.21167000e+05]\n",
      "24:r:[-2.27101696e+00 -7.34616185e+00 -1.47221388e+05],p:[0.18439977 0.69154393 0.        ],op:[4.04813169e-08 7.16028912e-05 0.00000000e+00],tr:[0.36098239 0.71218943 0.        ],pr:[0.64340443 1.27471251 0.        ],rev:[1.0041 1.9848 3.0013],dbuf:[3.97909222e+00 9.06618781e+00 7.36106941e+05],ch:[4.11343205 3.88297767 4.09962342],ibuf:[0, 0, 0],rbuf:[8.76601898e-01 2.13298034e+00 7.51180000e+05]\n",
      "25:r:[-2.17907049e+00 -7.46629658e+00 -1.53237484e+05],p:[0.17653797 0.69821986 0.        ],op:[3.50970359e-07 8.27475726e-05 0.00000000e+00],tr:[0.33891026 0.74982924 0.        ],pr:[0.64227197 1.2705234  0.        ],rev:[0.9813 2.0211 2.9979],dbuf:[3.83381962e+00 9.39937850e+00 7.66187422e+05],ch:[4.10715195 4.12975679 3.9982834 ],ibuf:[0, 0, 0],rbuf:[2.15659765e+00 1.43114018e+01 7.81159000e+05]\n",
      "26:r:[-2.25127457e+00 -7.18988880e+00 -1.59203617e+05],p:[0.18163112 0.68065511 0.        ],op:[1.42786371e-07 1.12740677e-04 0.00000000e+00],tr:[0.3456974  0.72247518 0.        ],pr:[0.65061328 1.26717258 0.        ],rev:[0.9963 1.9883 2.9678],dbuf:[3.99112237e+00 8.71872977e+00 7.96018087e+05],ch:[3.91600319 4.06268603 3.84386922],ibuf:[0, 0, 0],rbuf:[2.08140213e+00 8.38839595e+00 8.10837000e+05]\n",
      "27:r:[-2.30046899e+00 -7.36792415e+00 -1.65130827e+05],p:[0.18681872 0.68743698 0.        ],op:[0.         0.00011558 0.        ],tr:[0.36086051 0.73002445 0.        ],pr:[0.64624638 1.26918269 0.        ],rev:[1.0073 1.9985 2.9716],dbuf:[4.02959629e+00 9.33751823e+00 8.25654133e+05],ch:[4.0764009  4.06437887 3.98174108],ibuf:[0, 0, 0],rbuf:[4.01253974e+00 7.49281822e+00 8.40553000e+05]\n",
      "28:r:[-2.30745681e+00 -7.49342512e+00 -1.71118652e+05],p:[0.18395928 0.70056148 0.        ],op:[0.000000e+00 8.330457e-05 0.000000e+00],tr:[0.34266446 0.73265836 0.        ],pr:[0.65796009 1.27522848 0.        ],rev:[1.0004 2.0085 3.0172],dbuf:[4.17891306e+00 9.44133423e+00 8.55593260e+05],ch:[3.95320573 3.96939492 4.11741771],ibuf:[0, 0, 0],rbuf:[1.76711940e+00 2.06823166e+01 8.70725000e+05]\n",
      "29:r:[-2.28387052e+00 -7.24957828e+00 -1.77164464e+05],p:[0.18180991 0.68299479 0.        ],op:[4.69200381e-07 9.91747185e-05 0.00000000e+00],tr:[0.3414332  0.73449671 0.        ],pr:[0.65377709 1.26810089 0.        ],rev:[0.9956 2.0007 3.0075],dbuf:[4.14693757e+00 8.92413270e+00 8.85822319e+05],ch:[3.89499358 3.99377936 4.07913519],ibuf:[0, 0, 0],rbuf:[5.80056401e+00 8.91277884e+00 9.00800000e+05]\n",
      "30:r:[-2.21139812e+00 -7.35296879e+00 -1.83200109e+05],p:[0.17681769 0.69101088 0.        ],op:[3.51895376e-07 8.72957950e-05 0.00000000e+00],tr:[0.3323775  0.72798925 0.        ],pr:[0.65043328 1.27286668 0.        ],rev:[0.9826 1.9997 3.0284],dbuf:[3.98426875e+00 9.12091685e+00 9.16000546e+05],ch:[3.88861568 3.98365834 4.10552237],ibuf:[0, 0, 0],rbuf:[3.82828326e+00 3.82217705e+00 9.31084000e+05]\n",
      "31:r:[-2.24196364e+00 -7.24042753e+00 -1.89221503e+05],p:[0.18264951 0.68021122 0.        ],op:[9.23199981e-07 1.92404733e-04 0.00000000e+00],tr:[0.36141146 0.72236907 0.        ],pr:[0.64132866 1.27018289 0.        ],rev:[1.0029 1.9913 3.0153],dbuf:[3.90380096e+00 8.98599256e+00 9.46107516e+05],ch:[4.09232509 3.96472365 3.94938873],ibuf:[0, 0, 0],rbuf:[5.87319326e+00 5.11337886e+00 9.61237000e+05]\n",
      "32:r:[-2.26279527e+00 -7.07063612e+00 -1.95228212e+05],p:[0.18198538 0.67072614 0.        ],op:[6.41546397e-08 1.67493893e-04 0.00000000e+00],tr:[0.34717108 0.69451366 0.        ],pr:[0.65167474 1.26885045 0.        ],rev:[0.9983 1.9625 2.9835],dbuf:[4.03455859e+00 8.51743543e+00 9.76141058e+05],ch:[3.93122965 3.95106768 4.10156343],ibuf:[0, 0, 0],rbuf:[4.43642994e-01 8.68351231e+00 9.91072000e+05]\n",
      "33:r:[-2.22919706e+00 -6.92896484e+00 -2.01212349e+05],p:[0.18026056 0.66292984 0.        ],op:[5.38395936e-08 1.47470708e-04 0.00000000e+00],tr:[0.35246125 0.73533679 0.        ],pr:[0.64163727 1.26048568 0.        ],rev:[0.9944 1.9945 2.9997],dbuf:[3.93556093e+00 8.12173195e+00 1.00606174e+06],ch:[3.99773763 4.12676892 4.00180942],ibuf:[0, 0, 0],rbuf:[3.49853571e+00 4.84541773e+00 1.02106900e+06]\n",
      "34:r:[-2.32092768e+00 -7.26230536e+00 -2.07200316e+05],p:[0.18585037 0.68642676 0.        ],op:[0.00000000e+00 9.68828399e-05 0.00000000e+00],tr:[0.34981848 0.73918521 0.        ],pr:[0.65846791 1.26824431 0.        ],rev:[1.0087 2.0072 2.9786],dbuf:[4.17062369e+00 8.85058106e+00 1.03600158e+06],ch:[3.98663177 4.0445425  4.05750028],ibuf:[0, 0, 0],rbuf:[7.63461177e+00 7.90134243e+00 1.05085500e+06]\n",
      "35:r:[-2.23730085e+00 -7.15061446e+00 -2.13150492e+05],p:[0.18100403 0.67405958 0.        ],op:[2.35015808e-08 9.26009922e-05 0.00000000e+00],tr:[0.34909434 0.7347196  0.        ],pr:[0.64810285 1.26470913 0.        ],rev:[0.9971 1.9987 2.9859],dbuf:[3.94634196e+00 8.78698523e+00 1.06575246e+06],ch:[3.92664245 4.0864007  4.03170582],ibuf:[0, 0, 0],rbuf:[6.67051449e+00 8.57095094e+00 1.08071400e+06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "36:r:[-2.29564814e+00 -7.34819534e+00 -2.19143666e+05],p:[0.18704247 0.69674701 0.        ],op:[3.30561315e-07 1.71958270e-04 0.00000000e+00],tr:[0.3691627  0.74427032 0.        ],pr:[0.64373114 1.27311002 0.        ],rev:[1.0126 2.0173 3.0005],dbuf:[3.99652859e+00 8.86421800e+00 1.09571833e+06],ch:[4.0229888  3.95096216 3.92574152],ibuf:[0, 0, 0],rbuf:[3.93746978e+00 1.62686162e+01 1.11071900e+06]\n",
      "37:r:[-2.33813596e+00 -7.37626083e+00 -2.25086792e+05],p:[0.18699074 0.69375554 0.        ],op:[1.11741808e-07 1.32722978e-04 0.00000000e+00],tr:[0.35577327 0.74117075 0.        ],pr:[0.65666438 1.27117768 0.        ],rev:[1.0127 2.0113 2.9522],dbuf:[4.21104591e+00 9.12577363e+00 1.12543396e+06],ch:[4.02322375 4.0040374  4.00343163],ibuf:[0, 0, 0],rbuf:[6.59196237e+00 1.37215702e+01 1.14024100e+06]\n",
      "38:r:[-2.30909515e+00 -7.15336223e+00 -2.31033934e+05],p:[0.18540467 0.67803913 0.        ],op:[1.32423451e-06 1.27319667e-04 0.00000000e+00],tr:[0.3478518  0.71969031 0.        ],pr:[0.65953463 1.2693348  0.        ],rev:[1.0068 1.9873 2.988 ],dbuf:[4.12923598e+00 8.64015308e+00 1.15516967e+06],ch:[3.9093323  3.96045561 3.945474  ],ibuf:[0, 0, 0],rbuf:[1.33899959e+00 2.95519412e+00 1.17012100e+06]\n",
      "39:r:[-2.24463713e+00 -7.31648498e+00 -2.37009460e+05],p:[0.18066819 0.69027958 0.        ],op:[2.64915316e-07 1.30928437e-04 0.00000000e+00],tr:[0.34778811 0.72723184 0.        ],pr:[0.6473152  1.27221351 0.        ],rev:[0.9953 1.9989 2.9852],dbuf:[3.99644745e+00 8.96600458e+00 1.18504730e+06],ch:[3.95772084 3.94194275 4.00443514],ibuf:[0, 0, 0],rbuf:[3.44673321e+00 3.73774096e+00 1.19997300e+06]\n",
      "40:r:[-2.27802655e+00 -7.24293415e+00 -2.42993118e+05],p:[0.18251339 0.68660318 0.        ],op:[1.62585231e-08 1.57566566e-04 0.00000000e+00],tr:[0.3457626  0.70905322 0.        ],pr:[0.65601163 1.27237086 0.        ],rev:[1.0021 1.9806 2.9911],dbuf:[4.08959641e+00 8.74424073e+00 1.21496559e+06],ch:[3.91457189 3.94721933 4.01186303],ibuf:[0, 0, 0],rbuf:[6.73335833e+00 8.03723489e+00 1.22988400e+06]\n",
      "41:r:[-2.19478217e+00 -7.68281743e+00 -2.48966433e+05],p:[0.17820112 0.71475693 0.        ],op:[2.18612902e-09 5.40558084e-05 0.00000000e+00],tr:[0.34464047 0.73398409 0.        ],pr:[0.64126303 1.27932136 0.        ],rev:[0.9855 2.0136 3.0045],dbuf:[3.84586593e+00 9.82164780e+00 1.24483217e+06],ch:[4.04010627 3.82854268 3.98428442],ibuf:[0, 0, 0],rbuf:[2.69956076e+00 1.47719493e+01 1.25992900e+06]\n",
      "42:r:[-2.30076451e+00 -7.23581857e+00 -2.54979912e+05],p:[0.18530975 0.68088782 0.        ],op:[0.00000000e+00 9.05264932e-05 0.00000000e+00],tr:[0.35735835 0.72034164 0.        ],pr:[0.65415855 1.26824224 0.        ],rev:[1.0115 1.9873 2.9896],dbuf:[4.09143256e+00 8.93995897e+00 1.27489956e+06],ch:[3.99082931 4.05826352 3.95226026],ibuf:[0, 0, 0],rbuf:[2.53061110e+00 7.01848556e+00 1.28982500e+06]\n",
      "43:r:[-2.26180067e+00 -7.60465435e+00 -2.60967353e+05],p:[0.18336166 0.70894264 0.        ],op:[0.00000000e+00 6.27910791e-05 0.00000000e+00],tr:[0.34948514 0.74636288 0.        ],pr:[0.65096405 1.27681786 0.        ],rev:[1.0004 2.0225 3.0024],dbuf:[3.97453693e+00 9.66305457e+00 1.30483676e+06],ch:[4.03177943 3.93922215 4.08035197],ibuf:[0, 0, 0],rbuf:[2.03873951e+00 5.29117549e+00 1.31984900e+06]\n",
      "44:r:[-2.24574978e+00 -7.41936196e+00 -2.66978460e+05],p:[0.18424647 0.69564433 0.        ],op:[4.79742058e-10 8.07359686e-05 0.00000000e+00],tr:[0.37020946 0.72876815 0.        ],pr:[0.63654973 1.2741115  0.        ],rev:[1.0069 2.0026 3.0065],dbuf:[3.85889014e+00 9.26780722e+00 1.33489230e+06],ch:[4.19385068 3.96136306 3.94585085],ibuf:[0, 0, 0],rbuf:[3.47572911e+00 8.71680202e+00 1.34991400e+06]\n",
      "45:r:[-2.30995493e+00 -7.32454194e+00 -2.72994561e+05],p:[0.18759819 0.68507627 0.        ],op:[1.32729038e-07 1.23406448e-04 0.00000000e+00],tr:[0.36132195 0.7341648  0.        ],pr:[0.65123155 1.26774309 0.        ],rev:[1.0125 2.0006 3.0102],dbuf:[4.04584170e+00 9.21472263e+00 1.36497281e+06],ch:[4.05264071 3.98387331 4.14564009],ibuf:[0, 0, 0],rbuf:[2.99207559e+00 5.70276891e+00 1.38001600e+06]\n",
      "46:r:[-2.19464434e+00 -7.31673671e+00 -2.79009712e+05],p:[0.17846754 0.69238682 0.        ],op:[4.34450913e-07 8.15701478e-05 0.00000000e+00],tr:[0.34731192 0.73092714 0.        ],pr:[0.63810454 1.27015276 0.        ],rev:[0.9853 2.0005 3.006 ],dbuf:[3.83450288e+00 8.88494797e+00 1.39504856e+06],ch:[4.04782338 4.03389919 4.1039443 ],ibuf:[0, 0, 0],rbuf:[1.96600584e+00 4.97101471e+00 1.41007600e+06]\n",
      "47:r:[-2.30233669e+00 -7.57988517e+00 -2.85023618e+05],p:[0.18522432 0.70760903 0.        ],op:[7.05576491e-07 1.40708253e-04 0.00000000e+00],tr:[0.34887336 0.74804449 0.        ],pr:[0.66478761 1.27363525 0.        ],rev:[1.0142 2.0225 3.0012],dbuf:[4.10268223e+00 9.58943642e+00 1.42511809e+06],ch:[3.9228202  4.02781074 3.93495313],ibuf:[0, 0, 0],rbuf:[7.48790251e+00 2.12674110e+01 1.44008800e+06]\n",
      "48:r:[-2.27981665e+00 -7.53718806e+00 -2.91010842e+05],p:[0.18471173 0.70593944 0.        ],op:[1.50443024e-10 5.79824752e-05 0.00000000e+00],tr:[0.35632057 0.73816799 0.        ],pr:[0.64966003 1.27574834 0.        ],rev:[1.0061 2.0123 2.9924],dbuf:[4.01061391e+00 9.44604325e+00 1.45505421e+06],ch:[4.04806576 3.93142418 4.02096409],ibuf:[0, 0, 0],rbuf:[8.71075949e+00 7.47046413e+00 1.47001200e+06]\n",
      "49:r:[-2.26187643e+00 -7.53119428e+00 -2.96989252e+05],p:[0.18264992 0.70552846 0.        ],op:[1.91970153e-07 7.26862056e-05 0.00000000e+00],tr:[0.35223061 0.73720585 0.        ],pr:[0.64929664 1.27608675 0.        ],rev:[1.0009 2.0124 2.9806],dbuf:[4.00337759e+00 9.43192565e+00 1.48494626e+06],ch:[3.97760853 4.01609504 3.94127007],ibuf:[0, 0, 0],rbuf:[2.61765707e+00 3.57125779e+00 1.49981800e+06]\n",
      "50:r:[-2.34185401e+00 -7.45726700e+00 -3.02963833e+05],p:[0.18711047 0.69812314 0.        ],op:[3.15328186e-07 9.80733856e-05 0.00000000e+00],tr:[0.34677426 0.74672018 0.        ],pr:[0.66584236 1.27114192 0.        ],rev:[1.0125 2.0174 3.    ],dbuf:[4.22483884e+00 9.35748657e+00 1.51481917e+06],ch:[3.91001974 4.09049574 3.97024362],ibuf:[0, 0, 0],rbuf:[1.64298506e+00 5.35847910e+00 1.52981800e+06]\n",
      "51:r:[-2.24221325e+00 -7.36606200e+00 -3.08963694e+05],p:[0.17973083 0.69406148 0.        ],op:[5.09910404e-07 1.42204766e-04 0.00000000e+00],tr:[0.3358107 0.7351922 0.       ],pr:[0.65525291 1.27405778 0.        ],rev:[0.9909 2.0087 3.0117],dbuf:[4.02181253e+00 9.06216259e+00 1.54481847e+06],ch:[3.88539434 3.9108165  3.82403114],ibuf:[0, 0, 0],rbuf:[5.01103808e-01 8.00335425e+00 1.55993500e+06]\n",
      "52:r:[-2.29917436e+00 -7.25178330e+00 -3.15002307e+05],p:[0.1856433 0.6871936 0.       ],op:[8.66820748e-08 7.50353433e-05 0.00000000e+00],tr:[0.36523352 0.74801599 0.        ],pr:[0.64783581 1.2681005  0.        ],rev:[1.0137 2.0158 2.9982],dbuf:[4.07013613e+00 8.76817095e+00 1.57501153e+06],ch:[4.00644019 4.07607483 3.96190767],ibuf:[0, 0, 0],rbuf:[6.97531288e+00 1.03501738e+01 1.58991700e+06]\n",
      "53:r:[-2.19354267e+00 -7.21822202e+00 -3.20970395e+05],p:[0.17880447 0.6849331  0.        ],op:[1.59938688e-06 9.87679402e-05 0.00000000e+00],tr:[0.35787295 0.71456074 0.        ],pr:[0.63208315 1.27262464 0.        ],rev:[0.9894 1.9889 2.9935],dbuf:[3.81547067e+00 8.68983534e+00 1.60485197e+06],ch:[4.13400624 3.95692821 4.09079711],ibuf:[0, 0, 0],rbuf:[1.63179925e+00 3.25141397e+01 1.61985200e+06]\n",
      "54:r:[-2.18477347e+00 -7.62649895e+00 -3.26958795e+05],p:[0.17715307 0.71422032 0.        ],op:[5.98554294e-07 9.86510299e-05 0.00000000e+00],tr:[0.33971541 0.72961257 0.        ],pr:[0.64950678 1.28122978 0.        ],rev:[0.9893 2.0077 2.9904],dbuf:[3.83772039e+00 9.55973576e+00 1.63479398e+06],ch:[3.88253918 3.74709475 3.99670371],ibuf:[0, 0, 0],rbuf:[2.86089643e+00 7.58433961e+00 1.64975600e+06]\n",
      "55:r:[-2.29614964e+00 -7.43183938e+00 -3.32972030e+05],p:[0.18518416 0.70246934 0.        ],op:[0.         0.00010943 0.        ],tr:[0.35151741 0.71145556 0.        ],pr:[0.65951479 1.27960662 0.        ],rev:[1.0108 1.9899 3.0208],dbuf:[4.07338184e+00 9.05604629e+00 1.66486015e+06],ch:[3.95546855 3.8000156  3.98077872],ibuf:[0, 0, 0],rbuf:[5.38947493e-01 2.04594977e+00 1.67996400e+06]\n",
      "56:r:[-2.26390304e+00 -7.32259376e+00 -3.39006691e+05],p:[0.18384098 0.68893786 0.        ],op:[1.17296870e-06 7.05769241e-05 0.00000000e+00],tr:[0.35821121 0.73626415 0.        ],pr:[0.64720284 1.26982436 0.        ],rev:[1.0064 2.0062 2.9971],dbuf:[3.96582907e+00 9.05263134e+00 1.69503345e+06],ch:[4.04980273 4.15299417 3.95504817],ibuf:[0, 0, 0],rbuf:[1.07727323e+01 6.61921275e+00 1.70993500e+06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "57:r:[-2.26976919e+00 -7.31480890e+00 -3.44964475e+05],p:[0.18215048 0.68469914 0.        ],op:[2.14104056e-06 1.11322459e-04 0.00000000e+00],tr:[0.34234075 0.72037849 0.        ],pr:[0.65729019 1.2683323  0.        ],rev:[0.9989 1.9884 2.9833],dbuf:[4.06274118e+00 9.18162608e+00 1.72482237e+06],ch:[3.92129686 3.99436062 3.94657135],ibuf:[0, 0, 0],rbuf:[4.32717978e+00 1.09626860e+01 1.73976800e+06]\n",
      "58:r:[-2.28798212e+00 -7.41902207e+00 -3.50955783e+05],p:[0.18421606 0.69805727 0.        ],op:[4.74247803e-08 1.08007488e-04 0.00000000e+00],tr:[0.34200702 0.74217175 0.        ],pr:[0.66194522 1.2722493  0.        ],rev:[1.0036 2.0133 3.004 ],dbuf:[4.07126647e+00 9.16849939e+00 1.75477892e+06],ch:[3.89091707 4.06673911 4.08674729],ibuf:[0, 0, 0],rbuf:[8.28556309e-01 5.99866354e+00 1.76980800e+06]\n",
      "59:r:[-2.10991822e+00 -7.40829534e+00 -3.56980404e+05],p:[0.17130474 0.69492576 0.        ],op:[1.20473615e-06 7.04357999e-05 0.00000000e+00],tr:[0.32855155 0.74893402 0.        ],pr:[0.64120892 1.2693874  0.        ],rev:[0.9709 2.0178 3.0251],dbuf:[3.69735315e+00 9.24162875e+00 1.78490202e+06],ch:[3.91398025 4.04097237 3.8807505 ],ibuf:[0, 0, 0],rbuf:[1.25874236e+01 6.70376631e+00 1.80005900e+06]\n",
      "60:r:[-2.28313155e+00 -7.23360829e+00 -3.63025230e+05],p:[0.18071102 0.68268969 0.        ],op:[3.28292790e-09 1.25632368e-04 0.00000000e+00],tr:[0.32878669 0.72597127 0.        ],pr:[0.6609679  1.26895192 0.        ],rev:[0.9887 1.9938 3.0045],dbuf:[4.18721693e+00 8.85542863e+00 1.81512615e+06],ch:[3.87020049 4.06611879 4.01322081],ibuf:[0, 0, 0],rbuf:[2.06883207e+00 2.43176527e+00 1.83010400e+06]\n",
      "61:r:[-2.25550005e+00 -7.38587028e+00 -3.69020787e+05],p:[0.18366228 0.69604024 0.        ],op:[6.66138528e-09 1.25609271e-04 0.00000000e+00],tr:[0.36088829 0.73751017 0.        ],pr:[0.64509516 1.27687447 0.        ],rev:[1.0061 2.0138 2.9975],dbuf:[3.93100885e+00 9.08271759e+00 1.84510393e+06],ch:[4.050079   3.87176624 3.93476013],ibuf:[0, 0, 0],rbuf:[3.25854786e+00 3.66108536e+00 1.86007900e+06]\n",
      "62:r:[-2.18661242e+00 -7.55342476e+00 -3.75006746e+05],p:[0.17781366 0.70437768 0.        ],op:[1.19691616e-06 1.61420785e-04 0.00000000e+00],tr:[0.34177687 0.7138417  0.        ],pr:[0.64153597 1.27618084 0.        ],rev:[0.9831 1.9889 2.9887],dbuf:[3.82046774e+00 9.58555968e+00 1.87503373e+06],ch:[4.02291813 3.85870304 4.00972883],ibuf:[0, 0, 0],rbuf:[1.74955989e+00 2.77535835e+00 1.88996600e+06]\n",
      "63:r:[-2.38039845e+00 -7.38419514e+00 -3.81003366e+05],p:[0.19030922 0.69363507 0.        ],op:[7.81070880e-12 1.23365029e-04 0.00000000e+00],tr:[0.35331207 0.71466041 0.        ],pr:[0.67028628 1.27577286 0.        ],rev:[1.0235 1.99   3.0163],dbuf:[4.28962332e+00 9.17063841e+00 1.90501683e+06],ch:[3.82628476 3.87563799 3.99841989],ibuf:[0, 0, 0],rbuf:[7.76134674e-01 4.58302768e+00 1.92012900e+06]\n",
      "64:r:[-2.16025410e+00 -7.26805394e+00 -3.86988845e+05],p:[0.17693932 0.68308624 0.        ],op:[4.78625817e-08 1.06197890e-04 0.00000000e+00],tr:[0.35084821 0.73435724 0.        ],pr:[0.63029474 1.26879887 0.        ],rev:[0.9812 2.0037 2.9644],dbuf:[3.72369565e+00 9.01257208e+00 1.93494422e+06],ch:[4.18617342 4.01094799 4.00842441],ibuf:[0, 0, 0],rbuf:[1.52184887e+00 1.74128565e+01 1.94977300e+06]\n",
      "65:r:[-2.23633430e+00 -7.51250085e+00 -3.92913170e+05],p:[0.18136051 0.70738317 0.        ],op:[4.53314483e-09 8.66578805e-05 0.00000000e+00],tr:[0.34443894 0.7287491  0.        ],pr:[0.64766639 1.27411027 0.        ],rev:[0.9922 2.0023 2.9782],dbuf:[3.92725083e+00 9.26371105e+00 1.96456585e+06],ch:[4.00482649 4.06632246 4.12349677],ibuf:[0, 0, 0],rbuf:[2.46998754e+00 1.53794463e+01 1.97955500e+06]\n",
      "66:r:[-2.14469764e+00 -7.36647170e+00 -3.98885767e+05],p:[0.17389486 0.69343595 0.        ],op:[4.98770675e-07 1.05710363e-04 0.00000000e+00],tr:[0.34340363 0.73406971 0.        ],pr:[0.63587399 1.27238413 0.        ],rev:[0.9798 2.0054 2.973 ],dbuf:[3.76767393e+00 9.09069197e+00 1.99442884e+06],ch:[4.05126582 3.92660105 3.9605174 ],ibuf:[0, 0, 0],rbuf:[7.97697508e+00 1.18459878e+01 2.00928500e+06]\n",
      "67:r:[-2.21218533e+00 -7.21748396e+00 -4.04877620e+05],p:[0.18122711 0.67735709 0.        ],op:[6.89388468e-07 1.41357174e-04 0.00000000e+00],tr:[0.35424189 0.742088   0.        ],pr:[0.64461668 1.26552072 0.        ],rev:[0.9983 2.0066 3.0154],dbuf:[3.81181483e+00 8.98748197e+00 2.02438810e+06],ch:[4.08444814 4.1215109  4.06055494],ibuf:[0, 0, 0],rbuf:[2.76888968e+00 8.69233094e+00 2.03943900e+06]\n",
      "68:r:[-2.23929009e+00 -7.13143176e+00 -4.10894174e+05],p:[0.17992455 0.67461674 0.        ],op:[3.52213084e-07 1.47087747e-04 0.00000000e+00],tr:[0.33748744 0.71264791 0.        ],pr:[0.65152762 1.26679139 0.        ],rev:[0.9889 1.9788 3.0016],dbuf:[3.99945424e+00 8.66660584e+00 2.05447087e+06],ch:[3.95834546 4.03845073 3.97469198],ibuf:[0, 0, 0],rbuf:[1.71631377e+00 9.57859165e+00 2.06945500e+06]\n",
      "69:r:[-2.29360020e+00 -7.35241916e+00 -4.16926592e+05],p:[0.18519782 0.69213823 0.        ],op:[3.52416365e-09 9.94198402e-05 0.00000000e+00],tr:[0.35392801 0.73010726 0.        ],pr:[0.65330383 1.26944274 0.        ],rev:[1.0072 1.9983 3.0159],dbuf:[4.06008814e+00 9.07258969e+00 2.08463296e+06],ch:[4.04728094 4.05722043 3.99807537],ibuf:[0, 0, 0],rbuf:[1.41795982e+00 3.31259124e+00 2.09961400e+06]\n",
      "70:r:[-2.34444560e+00 -7.24701375e+00 -4.22959165e+05],p:[0.18683608 0.68638291 0.        ],op:[3.83391182e-07 8.27134861e-05 0.00000000e+00],tr:[0.34788464 0.7394473  0.        ],pr:[0.66116    1.27051621 0.        ],rev:[1.0092 2.0098 3.0323],dbuf:[4.24876965e+00 8.77644395e+00 2.11479583e+06],ch:[3.91880463 4.08433962 4.00480031],ibuf:[0, 0, 0],rbuf:[3.09506675e+00 6.82089985e+00 2.12993700e+06]\n",
      "71:r:[-2.16159419e+00 -7.35803779e+00 -4.29010017e+05],p:[0.17668382 0.69122186 0.        ],op:[9.73506508e-08 1.13882451e-04 0.00000000e+00],tr:[0.34824572 0.73237383 0.        ],pr:[0.63285579 1.27259613 0.        ],rev:[0.9811 2.0049 3.0211],dbuf:[3.74061411e+00 9.13675910e+00 2.14505008e+06],ch:[4.08054114 4.00577523 3.94089756],ibuf:[0, 0, 0],rbuf:[3.10179862e+00 1.19882870e+01 2.16014800e+06]\n",
      "72:r:[-2.33646267e+00 -7.35863399e+00 -4.35028458e+05],p:[0.18612613 0.69215969 0.        ],op:[1.21496920e-06 1.09400855e-04 0.00000000e+00],tr:[0.35134102 0.74639644 0.        ],pr:[0.66027517 1.27386306 0.        ],rev:[1.0118 2.0189 2.9919],dbuf:[4.23721942e+00 9.10240646e+00 2.17514229e+06],ch:[3.86742189 3.95489859 3.89678989],ibuf:[0, 0, 0],rbuf:[5.32826172e+00 6.20967572e+00 2.19006700e+06]\n",
      "73:r:[-2.34069885e+00 -7.19014532e+00 -4.41023966e+05],p:[0.1859612  0.67945388 0.        ],op:[1.44602471e-08 5.98746000e-05 0.00000000e+00],tr:[0.34046282 0.73125377 0.        ],pr:[0.67112442 1.26743225 0.        ],rev:[1.0113 1.9984 2.9986],dbuf:[4.26504585e+00 8.77017624e+00 2.20511983e+06],ch:[3.82788038 4.13283296 4.02194371],ibuf:[0, 0, 0],rbuf:[2.49962953e+00 8.63421669e+00 2.22005300e+06]\n",
      "74:r:[-2.29806277e+00 -7.26074751e+00 -4.47007202e+05],p:[0.18312495 0.68831631 0.        ],op:[1.68307525e-07 1.09258954e-04 0.00000000e+00],tr:[0.34541223 0.72057752 0.        ],pr:[0.6593145  1.27149056 0.        ],rev:[1.0047 1.991  2.9817],dbuf:[4.16530905e+00 8.76671489e+00 2.23503601e+06],ch:[3.94271854 3.94680472 4.02178187],ibuf:[0, 0, 0],rbuf:[2.32609738e+00 5.97320152e+00 2.24987000e+06]\n",
      "75:r:[-2.26259120e+00 -7.69255530e+00 -4.52966684e+05],p:[0.18440636 0.71543883 0.        ],op:[3.63786645e-08 6.38865915e-05 0.00000000e+00],tr:[0.35789063 0.74147552 0.        ],pr:[0.64654501 1.27503796 0.        ],rev:[1.0048 2.016  2.9824],dbuf:[3.93670028e+00 9.84266792e+00 2.26483342e+06],ch:[4.03504702 3.906115   4.00165743],ibuf:[0, 0, 0],rbuf:[5.97893199e+00 5.15261622e+00 2.27969400e+06]\n",
      "76:r:[-2.25020537e+00 -7.20331283e+00 -4.58961077e+05],p:[0.18311309 0.6760791  0.        ],op:[0.         0.00013141 0.        ],tr:[0.35195014 0.71941304 0.        ],pr:[0.65118111 1.26793869 0.        ],rev:[1.0027 1.9865 3.018 ],dbuf:[3.92650332e+00 8.96814370e+00 2.29480538e+06],ch:[4.02236186 3.91101356 3.92301755],ibuf:[0, 0, 0],rbuf:[1.66643501e+00 4.98913696e+00 2.30987400e+06]\n",
      "77:r:[-2.26913068e+00 -7.37260432e+00 -4.64981606e+05],p:[0.18283591 0.69784927 0.        ],op:[3.32456890e-10 9.69990816e-05 0.00000000e+00],tr:[0.34997602 0.74663068 0.        ],pr:[0.64967546 1.27279046 0.        ],rev:[0.9998 2.0184 2.9896],dbuf:[4.03221687e+00 8.94517064e+00 2.32490803e+06],ch:[3.9850663  3.91331565 4.07316209],ibuf:[0, 0, 0],rbuf:[3.17993861e+00 1.10983629e+00 2.33977000e+06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "78:r:[-2.19653870e+00 -7.14336381e+00 -4.70945068e+05],p:[0.17748057 0.67442766 0.        ],op:[0.         0.00012855 0.        ],tr:[0.34509451 0.7130316  0.        ],pr:[0.63916406 1.268852   0.        ],rev:[0.9845 1.9816 2.9822],dbuf:[3.88347059e+00 8.73457067e+00 2.35472534e+06],ch:[4.01444981 3.94453856 4.02708356],ibuf:[0, 0, 0],rbuf:[5.59420394e+00 5.45040627e+00 2.36959200e+06]\n",
      "79:r:[-2.30829212e+00 -7.36196247e+00 -4.76896106e+05],p:[0.18488066 0.69445125 0.        ],op:[7.95435173e-08 1.07591416e-04 0.00000000e+00],tr:[0.34658453 0.73354104 0.        ],pr:[0.65880367 1.27102736 0.        ],rev:[1.005  2.0037 2.9676],dbuf:[4.14623114e+00 9.02745871e+00 2.38448053e+06],ch:[3.96471819 4.01174711 3.96785172],ibuf:[0, 0, 0],rbuf:[1.79913037e+00 3.69197728e+00 2.39926800e+06]\n",
      "80:r:[-2.23820509e+00 -7.41887965e+00 -4.82812907e+05],p:[0.18508897 0.69534496 0.        ],op:[1.04439930e-07 9.55920786e-05 0.00000000e+00],tr:[0.3712704  0.72186455 0.        ],pr:[0.63519893 1.27329513 0.        ],rev:[1.0066 1.995  2.9612],dbuf:[3.78746233e+00 9.27677632e+00 2.41406454e+06],ch:[4.21065945 3.98638131 4.00852783],ibuf:[0, 0, 0],rbuf:[3.14173817e+00 8.07529816e+00 2.42888000e+06]\n",
      "81:r:[-2.21110626e+00 -7.08597691e+00 -4.88766475e+05],p:[0.18002748 0.67470378 0.        ],op:[2.80239425e-06 1.00624056e-04 0.00000000e+00],tr:[0.34720354 0.73280248 0.        ],pr:[0.65150123 1.26808894 0.        ],rev:[0.9984 2.0001 2.9936],dbuf:[3.85431993e+00 8.43770853e+00 2.44383238e+06],ch:[3.91303753 4.03107658 4.10467132],ibuf:[0, 0, 0],rbuf:[6.22217458e-01 5.24319726e+00 2.45881600e+06]\n",
      "82:r:[-2.27733601e+00 -7.22953350e+00 -4.94776011e+05],p:[0.18306656 0.68314513 0.        ],op:[0.00000000e+00 7.96284717e-05 0.00000000e+00],tr:[0.34473528 0.74462158 0.        ],pr:[0.66034095 1.26627485 0.        ],rev:[1.0053 2.0116 3.0134],dbuf:[4.06401777e+00 8.81867709e+00 2.47388005e+06],ch:[3.90079537 4.13654182 4.04672055],ibuf:[0, 0, 0],rbuf:[2.85988159e+00 1.84136636e+01 2.48895000e+06]\n",
      "83:r:[-2.35641778e+00 -7.29595287e+00 -5.00800310e+05],p:[0.18614798 0.68784355 0.        ],op:[2.82139725e-06 1.34810288e-04 0.00000000e+00],tr:[0.34395809 0.7357121  0.        ],pr:[0.67094441 1.2716356  0.        ],rev:[1.0147 2.0056 3.0074],dbuf:[4.33605669e+00 8.96062974e+00 2.50400155e+06],ch:[3.84268733 3.96748466 3.89878637],ibuf:[0, 0, 0],rbuf:[1.92289519e+00 1.10949847e+01 2.51902400e+06]\n",
      "84:r:[-2.34088351e+00 -7.48888731e+00 -5.06802443e+05],p:[0.1886884  0.70247121 0.        ],op:[9.97382721e-08 7.83478656e-05 0.00000000e+00],tr:[0.35768188 0.70527709 0.        ],pr:[0.66154113 1.27727233 0.        ],rev:[1.0193 1.9816 2.9974],dbuf:[4.15687760e+00 9.34245436e+00 2.53401222e+06],ch:[4.07611922 3.85236654 4.0830555 ],ibuf:[0, 0, 0],rbuf:[2.84337793e+00 7.25051927e+00 2.54899800e+06]\n",
      "85:r:[-2.31575555e+00 -7.24701015e+00 -5.12787387e+05],p:[0.18656225 0.68241953 0.        ],op:[1.26889853e-07 1.01533027e-04 0.00000000e+00],tr:[0.35627665 0.74507866 0.        ],pr:[0.65136535 1.26810219 0.        ],rev:[1.0077 2.0123 2.9918],dbuf:[4.11628280e+00 8.93420821e+00 2.56393693e+06],ch:[3.9339725  4.10610978 3.93820935],ibuf:[0, 0, 0],rbuf:[3.45142045e+00 5.24884142e+00 2.57891600e+06]\n",
      "86:r:[-2.28672343e+00 -7.31363576e+00 -5.18765754e+05],p:[0.1844888  0.69061907 0.        ],op:[1.68025128e-07 1.31437275e-04 0.00000000e+00],tr:[0.35243521 0.74896793 0.        ],pr:[0.65569202 1.26725798 0.        ],rev:[1.0081 2.015  2.9924],dbuf:[4.05405846e+00 8.93815857e+00 2.59382877e+06],ch:[3.9269984  4.08208249 3.85192916],ibuf:[0, 0, 0],rbuf:[3.37837351e+00 2.85903329e+00 2.60884000e+06]\n",
      "87:r:[-2.27452844e+00 -7.34971385e+00 -5.24776478e+05],p:[0.18405906 0.69316347 0.        ],op:[1.39995170e-07 1.15213951e-04 0.00000000e+00],tr:[0.35823699 0.72349916 0.        ],pr:[0.64291317 1.27310465 0.        ],rev:[1.0011 1.996  3.0149],dbuf:[4.01027437e+00 9.01742186e+00 2.62388239e+06],ch:[4.11273783 3.94071991 4.07701791],ibuf:[0, 0, 0],rbuf:[2.94431882e+00 5.75923270e+00 2.63898900e+06]\n",
      "88:r:[-2.36196315e+00 -7.40562258e+00 -5.30784845e+05],p:[0.18684008 0.69495897 0.        ],op:[3.69022678e-08 1.03112248e-04 0.00000000e+00],tr:[0.33951985 0.73082185 0.        ],pr:[0.67245255 1.27300238 0.        ],rev:[1.012  2.0029 2.9702],dbuf:[4.33621087e+00 9.22562940e+00 2.65392422e+06],ch:[3.76649974 3.93085305 4.00144911],ibuf:[0, 0, 0],rbuf:[3.27978417e+00 3.11140351e+00 2.66869100e+06]\n",
      "89:r:[-2.28879173e+00 -7.62518329e+00 -5.36743266e+05],p:[0.18373451 0.71172225 0.        ],op:[4.34425900e-07 8.53557586e-05 0.00000000e+00],tr:[0.35063629 0.74376211 0.        ],pr:[0.65221406 1.27720332 0.        ],rev:[1.0031 2.0207 3.0127],dbuf:[4.09456071e+00 9.65361230e+00 2.68371633e+06],ch:[3.97261313 3.93848369 3.96763701],ibuf:[0, 0, 0],rbuf:[6.10136893e+00 4.57872801e+00 2.69881800e+06]\n",
      "90:r:[-2.32472642e+00 -7.31866976e+00 -5.42782700e+05],p:[0.18402348 0.68993914 0.        ],op:[1.16315546e-06 9.42213455e-05 0.00000000e+00],tr:[0.33981153 0.72189381 0.        ],pr:[0.6604335  1.26945292 0.        ],rev:[0.9999 1.9908 3.0172],dbuf:[4.26264644e+00 8.99201440e+00 2.71391350e+06],ch:[3.83498505 3.98837529 3.86489473],ibuf:[0, 0, 0],rbuf:[3.03172827e+00 4.06853787e+00 2.72899000e+06]\n",
      "91:r:[-2.24820641e+00 -7.42214186e+00 -5.48805063e+05],p:[0.18322217 0.69773662 0.        ],op:[5.75436947e-07 1.13951650e-04 0.00000000e+00],tr:[0.36048884 0.71960873 0.        ],pr:[0.6402682  1.27637374 0.        ],rev:[1.0007 1.9955 3.0011],dbuf:[3.91212225e+00 9.19668636e+00 2.74402531e+06],ch:[4.1233302  3.91721001 4.11360335],ibuf:[0, 0, 0],rbuf:[2.65055058e+00 4.94422439e+00 2.75900100e+06]\n",
      "92:r:[-2.22856961e+00 -7.40803368e+00 -5.54760106e+05],p:[0.17984582 0.69608321 0.        ],op:[1.57678331e-07 7.36946786e-05 0.00000000e+00],tr:[0.34417424 0.74455104 0.        ],pr:[0.64711408 1.27100632 0.        ],rev:[0.9911 2.0152 2.9727],dbuf:[3.94900896e+00 9.19389222e+00 2.77380053e+06],ch:[3.91829124 4.03271584 3.90893995],ibuf:[0, 0, 0],rbuf:[9.83042533e-01 7.81218785e+00 2.78872800e+06]\n",
      "93:r:[-2.31010958e+00 -7.04251971e+00 -5.60759016e+05],p:[0.18587733 0.67495583 0.        ],op:[1.04289447e-08 1.07863740e-04 0.00000000e+00],tr:[0.35476281 0.71372463 0.        ],pr:[0.65440247 1.27002287 0.        ],rev:[1.0093 1.9828 3.0175],dbuf:[4.11545434e+00 8.21005097e+00 2.80379508e+06],ch:[3.95161256 4.02422363 3.88769917],ibuf:[0, 0, 0],rbuf:[2.36646962e+00 3.71939113e+00 2.81890300e+06]\n",
      "94:r:[-2.33136675e+00 -7.52202507e+00 -5.66775189e+05],p:[0.18748216 0.70428373 0.        ],op:[3.89537132e-08 1.49569220e-04 0.00000000e+00],tr:[0.35556078 0.7400836  0.        ],pr:[0.65524732 1.27550156 0.        ],rev:[1.0107 2.0146 3.    ],dbuf:[4.15754581e+00 9.43279340e+00 2.83387595e+06],ch:[4.04936392 3.85199551 3.93145009],ibuf:[0, 0, 0],rbuf:[1.32218979e+00 4.83045147e+00 2.84890300e+06]\n",
      "95:r:[-2.23974244e+00 -7.37575153e+00 -5.72804201e+05],p:[0.18047675 0.69322762 0.        ],op:[2.30113632e-07 5.45407237e-05 0.00000000e+00],tr:[0.33961323 0.73491198 0.        ],pr:[0.65104628 1.27154523 0.        ],rev:[0.9908 2.0067 3.0166],dbuf:[3.97963308e+00 9.14747136e+00 2.86402101e+06],ch:[3.95521523 4.10980413 4.01535273],ibuf:[0, 0, 0],rbuf:[2.77155934e+00 1.09005597e+01 2.87906900e+06]\n",
      "96:r:[-2.31205795e+00 -7.48904366e+00 -5.78807533e+05],p:[0.18529227 0.7054302  0.        ],op:[1.81507434e-07 8.82756638e-05 0.00000000e+00],tr:[0.34547972 0.73688193 0.        ],pr:[0.65881033 1.28003635 0.        ],rev:[1.0049 2.0173 2.9864],dbuf:[4.14859166e+00 9.22447937e+00 2.89403767e+06],ch:[3.96622335 3.91413217 3.89343088],ibuf:[0, 0, 0],rbuf:[9.02787562e+00 1.87064181e+01 2.90893300e+06]\n",
      "97:r:[-2.23791879e+00 -7.34820052e+00 -5.84785722e+05],p:[0.17974555 0.68972002 0.        ],op:[1.01542895e-06 1.25112626e-04 0.00000000e+00],tr:[0.34865398 0.72031526 0.        ],pr:[0.64484703 1.27129775 0.        ],rev:[0.9929 1.9893 2.9962],dbuf:[3.99973152e+00 9.14719725e+00 2.92392861e+06],ch:[3.95944524 3.91617208 4.03320423],ibuf:[0, 0, 0],rbuf:[3.26454749e+00 4.48913682e+00 2.93889500e+06]\n",
      "98:r:[-2.24141567e+00 -7.29888534e+00 -5.90748168e+05],p:[0.18244227 0.68653103 0.        ],op:[5.85369376e-08 5.44835898e-05 0.00000000e+00],tr:[0.35563196 0.72438784 0.        ],pr:[0.64061503 1.26817128 0.        ],rev:[0.996  1.992  2.9729],dbuf:[3.90938518e+00 9.03100621e+00 2.95374084e+06],ch:[4.17810311 4.05610546 3.86227037],ibuf:[0, 0, 0],rbuf:[8.58963138e-01 2.13103016e+00 2.96862400e+06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "99:r:[-2.23990058e+00 -7.02450720e+00 -5.96738513e+05],p:[0.18210685 0.6683836  0.        ],op:[3.81744735e-07 1.15978550e-04 0.00000000e+00],tr:[0.35412509 0.72623981 0.        ],pr:[0.64200908 1.26513252 0.        ],rev:[0.9969 1.991  3.0056],dbuf:[3.91521360e+00 8.38255304e+00 2.98369256e+06],ch:[4.0004812  4.09169251 4.00218109],ibuf:[0, 0, 0],rbuf:[8.67172663e+00 4.66470859e+00 2.99868000e+06]\n"
     ]
    }
   ],
   "source": [
    "from mec_env_var import *\n",
    "from helper import *\n",
    "import tensorflow as tf\n",
    "import ipdb as pdb\n",
    "import time\n",
    "\n",
    "for k in range(10):\n",
    "    \n",
    "    tf.reset_default_graph()\n",
    "    \n",
    "    print('---------' + str(k) + '------------')\n",
    "    \n",
    "    MAX_EPISODE = 100\n",
    "    MAX_EPISODE_LEN = 10000\n",
    "\n",
    "    NUM_T = 1\n",
    "    NUM_R = 4\n",
    "    SIGMA2 = 1e-9\n",
    "\n",
    "    t_factor = 0.8\n",
    "    noise_sigma = 0.12\n",
    "\n",
    "    config = {'state_dim':3, 'action_dim':2};\n",
    "    train_config = {'minibatch_size':64, 'actor_lr':0.0001, 'tau':0.001, \n",
    "                    'critic_lr':0.001, 'gamma':0.99, 'buffer_size':250000, \n",
    "                    'random_seed':int(time.clock()*1000%1000), 'noise_sigma':noise_sigma, 'sigma2':SIGMA2}\n",
    "    \n",
    "#     rate = 3.0\n",
    "    res_path = 't_M_08_nB/'\n",
    "    model_path = 'model_M_08_nB/my_train_model_'+str(k)+'-2000'\n",
    "    meta_path = model_path+'.meta'    \n",
    "    user_config = [{'id':'1', 'model':'AR', 'num_r':NUM_R, 'rate':1.0, 'dis':100, 'action_bound':2, \n",
    "                    'data_buf_size':100, 't_factor':t_factor, 'penalty':1000},\n",
    "                   {'id':'2', 'model':'AR', 'num_r':NUM_R, 'rate':2.0, 'dis':100, 'action_bound':2, \n",
    "                    'data_buf_size':100, 't_factor':t_factor, 'penalty':1000},\n",
    "                   {'id':'3', 'model':'AR', 'num_r':NUM_R, 'rate':3.0, 'dis':100, 'action_bound':2, \n",
    "                    'data_buf_size':100, 't_factor':t_factor, 'penalty':1000}]\n",
    "    \n",
    "    print(user_config)\n",
    "    # 0. initialize the session object\n",
    "    sess = tf.Session() \n",
    "\n",
    "    # gpu_options = tf.GPUOptions(per_process_gpu_memory_fraction=0.2)\n",
    "    # sess = tf.Session(config=tf.ConfigProto(gpu_options=gpu_options)) \n",
    "\n",
    "    # 1. include all user in the system according to the user_config\n",
    "    user_list = [];\n",
    "    for info in user_config:\n",
    "        info.update(config)\n",
    "        info['model_path'] = model_path\n",
    "        info['meta_path'] = info['model_path']+'.meta'\n",
    "        user_list.append(MecTermLD(sess, info, train_config))\n",
    "        print('Initialization OK!----> user ' + info['id'])\n",
    "\n",
    "    # 2. create the simulation env\n",
    "    env = MecSvrEnv(user_list, NUM_R, SIGMA2, MAX_EPISODE_LEN)\n",
    "\n",
    "#     sess.run(tf.global_variables_initializer())\n",
    "\n",
    "#     env.init_target_network()\n",
    "\n",
    "    # #Create a saver object which will save all the variables\n",
    "    # saver = tf.train.Saver() \n",
    "\n",
    "    res_r = []\n",
    "    res_p = []\n",
    "    res_b = []\n",
    "    res_o = []\n",
    "    res_d = []\n",
    "    # 3. start to explore for each episode\n",
    "    for i in range(MAX_EPISODE):\n",
    "\n",
    "        cur_init_ds_ep = env.reset(isTrain=False)\n",
    "        \n",
    "        cur_r_ep = np.zeros(len(user_list))\n",
    "        cur_p_ep = np.zeros(len(user_list))\n",
    "        cur_op_ep = np.zeros(len(user_list))\n",
    "        cur_ts_ep = np.zeros(len(user_list))\n",
    "        cur_ps_ep = np.zeros(len(user_list))\n",
    "        cur_rs_ep = np.zeros(len(user_list))\n",
    "        cur_ds_ep = np.zeros(len(user_list))\n",
    "        cur_ch_ep = np.zeros(len(user_list))\n",
    "        cur_of_ep = np.zeros(len(user_list))\n",
    "\n",
    "        for j in range(MAX_EPISODE_LEN):\n",
    "\n",
    "            # first try to transmit from current state\n",
    "            [cur_r, done, cur_p, cur_op, temp, cur_ts, cur_ps, cur_rs, cur_ds, cur_ch, cur_of] = env.step_transmit()\n",
    "\n",
    "            cur_r_ep += cur_r\n",
    "            cur_p_ep += cur_p\n",
    "            cur_op_ep += cur_op\n",
    "            cur_ts_ep += cur_ts\n",
    "            cur_ps_ep += cur_ps\n",
    "            cur_rs_ep += cur_rs\n",
    "            cur_ds_ep += cur_ds\n",
    "            cur_ch_ep += cur_ch\n",
    "            cur_of_ep += cur_of\n",
    "\n",
    "            if done:\n",
    "                res_r.append(cur_r_ep/MAX_EPISODE_LEN)\n",
    "                res_p.append(cur_p_ep/MAX_EPISODE_LEN)\n",
    "                res_b.append(cur_ds_ep/MAX_EPISODE_LEN)\n",
    "                res_o.append(cur_of_ep/MAX_EPISODE_LEN)\n",
    "                res_d.append(cur_ds)\n",
    "                print('%d:r:%s,p:%s,op:%s,tr:%s,pr:%s,rev:%s,dbuf:%s,ch:%s,ibuf:%s,rbuf:%s' % (i, cur_r_ep/MAX_EPISODE_LEN, cur_p_ep/MAX_EPISODE_LEN, cur_op_ep/MAX_EPISODE_LEN, cur_ts_ep/MAX_EPISODE_LEN, cur_ps_ep/MAX_EPISODE_LEN, cur_rs_ep/MAX_EPISODE_LEN, cur_ds_ep/MAX_EPISODE_LEN, cur_ch_ep/MAX_EPISODE_LEN, cur_init_ds_ep, cur_ds))\n",
    "\n",
    "    name = res_path+'test_1000_' + time.strftime(\"%b_%d_%Y_%H_%M_%S\", time.localtime(time.time()))\n",
    "    np.savez(name, res_r, res_p, res_b, res_o, res_d)\n",
    "    \n",
    "    sess.close()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "name = res_path+'/test_1000_' + time.strftime(\"%b_%d_%Y_%H_%M_%S\", time.localtime(time.time()))\n",
    "# print(name)\n",
    "np.savez(name, res_r, res_p, res_b, res_o, res_d)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "graph = tf.get_default_graph()\n",
    "# variable_names = [v.name for v in tf.trainable_variables()]\n",
    "# values = sess.run(variable_names)\n",
    "# tf.trainable_variables()\n",
    "\n",
    "inputs = graph.get_tensor_by_name(\"input_1/X\"+\":0\")\n",
    "scaled_out = graph.get_tensor_by_name(\"output_1\"+\":0\")\n",
    "print sess.run(scaled_out, feed_dict={inputs: [[7.22254768,3.9729721,0.7729721]]})\n",
    "#Create a saver object which will save all the variables\n",
    "saver = tf.train.Saver()\n",
    " \n",
    "#Now, save the graph\n",
    "saver.save(sess, 'model/my_train_model',global_step=2000)\n",
    "\n",
    "# user_list[0].agent.actor.predict([[7.22254768,3.9729721,0.7729721]]) # [[0.63916105, 0.20230901]]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.6.6"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}