test-checkpoint



In [1]:
import pandas as pd
import seaborn as sns
from Agent_adjust import Agent
sns.set_style('whitegrid')
%matplotlib inline



GAME = 'CartPole-v0'
MAX_EPISODES = 1000

class NewAgent(Agent):
    def __init__(self, env_name):
        super().__init__(env_name)
    
    def run_plot(self, MAX_EPISODES):
        while self.episode < MAX_EPISODES:
            self.run_adjust(MAX_EPISODES, 50)
            self.episode += 1
            self.accumulate_reward_list.append(self.accumulate_reward)
            print (self.episode, self.accumulate_reward)
        print('done')       


def main():
    A = NewAgent(GAME)
    A.run_plot(MAX_EPISODES)
    pd.Series(A.accumulate_reward_list).plot(figsize=(16,6))

if __name__ == '__main__':
    main()


9 1.40149e-05 4500.65 8.583e-05
19 1.6855e-05 4690.18 9.53598e-05
29 1.23705e-05 3706.23 9.53673e-05
38 1.21002e-05 3094.02 8.583e-05
46 1.20842e-05 2501.54 7.62842e-05
55 9.3329e-06 2189.66 8.58303e-05
64 7.52624e-06 1787.78 8.58297e-05
73 9.50352e-06 1809.35 8.57493e-05
82 5.65222e-06 1250.12 8.58306e-05
91 1.01352e-05 1429.99 8.57535e-05
101 5.10827e-06 998.156 9.5367e-05
110 3.74895e-06 712.838 8.58299e-05
119 5.01763e-06 624.841 8.58257e-05
127 6.26673e-06 473.531 7.62133e-05
136 1.73728e-06 305.149 8.58284e-05
146 3.21715e-06 320.989 9.53641e-05
156 -1.14323e-08 193.896 9.53623e-05
165 9.57207e-07 114.33 8.58226e-05
174 -3.87083e-06 71.5972 8.58299e-05
183 -2.82501e-06 48.3229 8.58304e-05
192 -6.09405e-07 30.4862 8.57526e-05
202 -1.32696e-06 26.8921 9.52622e-05
212 -1.6241e-06 24.1164 9.53294e-05
222 -3.83041e-06 44.6534 9.51164e-05
232 -5.60153e-06 82.7803 9.53522e-05
240 -5.54655e-06 159.937 7.62897e-05
249 -6.72577e-06 165.713 8.58204e-05
259 -8.93977e-06 212.331 9.53667e-05
267 -2.51501e-06 109.601 7.2914e-05
276 -3.84124e-06 109.186 7.85921e-05
284 -3.91956e-06 126.471 4.05571e-05
293 -3.04752e-06 93.759 6.37859e-05
302 -6.30402e-06 155.485 8.1161e-05
312 -2.85104e-06 65.6191 2.03622e-05
322 -7.64574e-06 163.601 9.18296e-05
332 -5.10361e-06 104.761 2.55155e-05
341 0.00017339 90.9819 -0.0228563
350 0.00172372 45.7035 -0.138379
358 0.00308674 30.8697 -0.222874
367 9.20791e-05 70.5122 -0.0228931
377 6.11531e-06 25.0412 -0.00623017
386 0.000310999 13.7521 -0.0530009
395 0.000923061 14.0768 -0.15383
404 0.728595 9.05292 -6.92341
414 0.021726 5.37854 -1.81174
424 0.184793 11.5003 -6.31106
434 0.407068 7.72291 -6.80462
450 -3.171 1929.59 -48.3467
464 -24.52 1481.81 -30.9022
483 -38.026 1930.94 -41.5202
501 -18.226 2047.29 -54.2625
516 -23.1767 1659.16 -33.0006
527 -58.3439 1199.11 -9.8544
538 1.31523 1400.86 -14.3892
548 4.55836 964.996 -19.774
557 -28.1702 576.836 -16.9418
569 6.07229 680.767 -33.072
580 4.67092 901.315 -27.9241
591 5.09132 416.686 -33.0928
600 -3.58677 255.006 -19.7154
609 1.77111 184.854 -25.4447
619 2.09053 110.12 -28.1687
629 1.47841 93.0039 -31.9359
639 2.82925 88.2655 -24.9317
650 1.60844 72.7855 -24.1627
663 0.615866 102.483 -33.8704
676 -0.803396 139.67 -32.7726
689 -2.42202 149.702 -29.8513
702 -2.53083 144.123 -34.2682
714 -0.89307 172.116 -22.9593
731 -1.91422 267.879 -32.6791
745 -4.45746 308.436 -39.6581
758 -0.508607 306.361 -22.9173
770 -14.9206 228.283 -23.7778
786 -8.33157 291.299 -29.1571
803 -0.698893 325.026 -34.3002
817 -1.35031 347.128 -30.3936
832 0.919421 416.052 -41.8089
844 -9.07103 287.7 -37.2648
857 1.07696 249.007 -36.1649
869 1.16746 244.866 -34.5918
881 0.748769 159.226 -40.9579
892 1.31139 165.684 -37.1079
907 -4.90829 214.52 -55.7022
916 0.739398 86.0139 -34.1612
924 0.104809 282.551 -3.35682
933 0.00430402 176.917 -0.449032
944 0.0518248 212.396 -1.82014
956 -0.193926 65.7149 -45.2917
967 1.87035 72.5161 -45.8137
978 0.0947789 232.749 -2.77045
988 0.122073 187.583 -3.81549
997 0.123589 180.529 -3.87443
1007 0.00167648 133.153 -0.148031
1016 0.580434 145.001 -6.91005
1026 0.423328 125.411 -6.36504
1036 0.0202025 52.118 -1.50606
1046 0.0146934 60.3295 -1.14399
1056 0.000360791 22.6629 -0.145726
1065 0.0342901 30.6454 -2.7871
1075 0.0917585 12.7735 -4.18007
1085 0.00296819 6.34207 -1.0465
1095 0.0436838 4.049 -3.54474
1103 0.213645 17.86 -6.7899
1112 0.322451 1.6447 -5.5001
1123 -3.56733 48.8437 -43.2329
1133 0.160797 24.8847 -6.65605
1142 -0.00500104 17.9082 -5.70753
1152 -0.0261343 26.5658 -6.67141
1162 0.620419 57.7004 -41.0039
1172 -1.68936 105.752 -39.8671
1180 -0.224886 30.0049 -6.06298
1189 -0.0806589 47.1598 -3.98302
1198 -0.146034 23.8382 -6.87448
1207 -0.0141606 39.641 -5.65453
1217 -0.0476009 29.5416 -6.79215
1226 0.142141 18.207 -5.2844
1244 -6.11885 96.6163 -54.8699
1260 -3.28398 173.311 -52.1396
1276 -1.27801 134.694 -62.5252
1285 -0.0791954 36.2807 -4.01289
1296 -0.0205014 84.3272 -3.57234
1305 -0.0002409 10.7373 -4.00744
1323 -3.4284 194.139 -77.36
1345 -2.42524 105.886 -90.9115
1355 -0.00101802 42.776 -0.12556
1379 -5.71111 186.592 -96.947
1389 -0.00067508 31.8803 -0.155553
1399 0.0160657 5.816 -2.26138
1410 -0.726843 9.88846 -9.13415
1419 -0.000192771 17.5941 -0.0219799
1428 -0.000104525 16.2909 -0.0120297
1437 -4.7432e-05 5.49599 -0.00721715
1445 -0.00240365 19.0123 -0.585344
1455 -4.8591e-06 1.91698 -0.00196097
1465 -3.01486e-06 4.96636 -0.00062308
1474 -0.000164474 3.40951 -0.0509898
1484 2.69208e-05 9.89318 -0.0148673
1493 0.000862226 20.0073 -0.28882
1503 0.000250064 14.9393 -0.053582
1511 -0.000250369 6.86782 -0.03976
1520 -3.87241e-05 3.21864 -0.00801795
1528 -0.000224022 6.25159 -0.0299895
1537 0.000534674 27.333 -0.0884056
1547 -6.0947e-06 5.50568 -0.00106983
1557 0.000441041 21.1863 -0.15578
1566 -0.00014267 13.1795 -0.0958417
1574 -5.21301e-06 9.02642 -0.000589402
1583 -0.000111528 2.15904 -0.043982
1592 7.74927e-07 8.54991 -0.00913922
1601 -1.38152e-05 4.85717 -0.00269488
1609 -2.50139e-05 8.14275 -0.00330215
1619 6.94619e-05 5.46877 -0.02111
1629 7.17345e-05 0.843336 -0.042883
1639 -5.61675e-06 1.48775 -0.00408287
1649 -1.05346e-05 4.67218 -0.00621338
1659 1.10581e-06 2.01228 -0.00239243
1669 -4.32102e-06 1.6976 -0.00331437
1678 -3.24907e-05 2.49662 -0.0691831
1688 -1.80341e-06 1.69286 -0.00977395
1698 1.22585e-05 5.573 -0.0106293
1706 -2.88224e-05 7.90872 -0.00408682
1715 0.000831138 4.79041 -0.404967
1724 -2.1154e-05 4.14158 -0.00625704
1733 -8.86901e-05 2.11541 -0.0269879
1742 -5.37061e-06 1.25931 -0.00251435
1752 -2.32056e-05 15.919 -0.00599933
1761 -3.43435e-05 2.88225 -0.00776016
1770 -5.30925e-05 0.99725 -0.0180515
1778 2.73317e-05 19.7217 -0.0538981
1787 1.06607e-05 6.38302 -0.00580159
1797 1.37677e-05 1.48941 -0.00773161
1806 -8.00508e-05 1.91865 -0.0299317
1814 -6.37663e-05 14.4464 -0.324989
1823 -2.31299e-05 5.69734 -0.00557643
1833 0.000846609 9.26601 -0.150005
1843 0.000130695 3.33415 -0.0270766
1853 2.37336e-05 1.36351 -0.00945725
1862 4.82656e-05 1.09545 -0.0390157
1870 -7.06944e-05 2.85365 -0.0191514
1880 6.55157e-05 7.28496 -0.0348082
1890 -5.16368e-06 1.90308 -0.0418935
1900 -1.29737e-05 16.6122 -0.00568049
1908 -2.13486e-05 15.2938 -0.00285412
1918 2.8149e-05 3.26073 -0.0504963
1926 0.00731193 13.8819 -1.00877
1935 -6.42637e-05 10.8055 -0.0136918
1945 0.00234286 5.12401 -0.363922
1955 -6.28522e-06 26.3427 -0.000814339
1965 0.000157023 2.2509 -0.050109
1975 9.17951e-07 2.46497 -0.0152223
1984 -0.000110459 2.97944 -0.032299
1994 3.31825e-05 2.38465 -0.0214601
2003 -9.75062e-05 1.36093 -0.101853
2013 -4.45743e-06 3.41973 -0.00326353
2021 -0.000105689 4.18056 -0.0291772
2029 -0.000193213 3.85546 -0.0486516
2038 -5.11435e-05 2.34677 -0.0473447
2047 0.00155401 10.9177 -1.03662
2055 -5.52019e-05 7.80426 -0.0547452
2063 -0.000932947 7.86219 -0.291681
2071 -0.000224179 7.39953 -0.0350231
2080 0.00188145 12.6787 -0.250661
2089 -0.000247889 2.38453 -0.136229
2099 0.000431808 1.33704 -0.112298
2108 0.00150693 1.14793 -0.527537
2117 0.000133923 1.20845 -0.350321
2126 -9.26229e-06 0.46278 -0.012789
2135 -8.71798e-06 10.4884 -0.00153955
2145 0.000581235 0.947033 -0.127371
2154 0.0224007 6.04009 -2.53383
2162 -0.000208819 10.3978 -0.35049
2171 -9.93184e-05 0.84594 -0.0469487
2180 -2.03702e-05 6.64081 -0.00482127
2189 0.00176197 10.3816 -0.529949
2198 -0.00053892 6.54639 -0.094262
2206 -0.00702115 8.4268 -1.41921
2216 0.0323405 7.47982 -2.05316
2226 -4.74074e-06 3.39628 -0.0213926
2235 -0.000161912 1.91079 -0.475087
2245 0.00839428 1.69211 -1.107
2253 0.0246022 17.8877 -3.93302
2263 -3.72313e-05 1.9778 -0.223389
2273 0.0016703 0.337074 -0.53335
2281 -0.0742403 2.95589 -6.47598
2291 0.00508993 1.32605 -1.56496
2304 0.190363 17.4451 -30.3902
2314 0.0212448 0.548401 -4.49195
2324 0.0638136 0.708848 -10.9416
2334 -0.24367 28.3236 -24.8546
2351 2.10999 28.3858 -62.276
2383 7.29642 371.44 -82.4325
2412 6.07642 245.738 -73.2568
2460 -6.1383 208.507 -118.947
2488 1.7686 190.203 -84.7924
2528 -0.74889 293.758 -137.539
2561 -8.14547 480.475 -134.117
2580 -11.7427 249.413 -74.3069
2607 -0.376574 269.662 -124.382
2628 -5.32777 308.931 -111.027
2643 2.45106 72.0876 -79.8682
2661 2.54696 258.162 -92.6106
2676 0.720161 124.927 -88.1962
2686 -0.287705 1.64383 -13.6514
2694 0.00573538 19.0155 -2.39742
2711 1.20976 92.4148 -99.171
2721 -0.00570575 1.59191 -3.61962
2731 -0.0043893 6.90622 -8.62228
2740 -0.126932 7.55443 -21.9265
2750 -1.77828 5.44027 -38.7983
2764 -2.74029 56.1188 -62.4699
2785 0.147819 190.482 -59.5217
2805 -4.12496 78.3885 -66.2838
2831 0.808904 172.184 -60.0003
2854 -1.16698 61.1562 -63.2775
2880 -1.22282 125.764 -64.4957
2930 1.32216 251.212 -264.505
2944 -5.63847 99.9852 -18.8425
2974 3.51413 979.194 -166.325
2998 -19.2072 301.821 -120.906
3048 -14.5022 143.147 -265.754
3098 -9.29876 209.6 -190.875
3140 47.3618 6388.57 -109.143
3156 -1.87432 355.88 -68.1151
3176 -15.0363 274.023 -115.205
3206 -13.1031 243.869 -189.806
3219 -7.45834 175.75 -54.9134
3241 -20.5462 337.854 -111.64
3263 -2.44432 511.325 -57.9163
3294 -8.2665 856.409 -153.699
3326 -0.459917 402.97 -101.437
3373 -16.3065 572.192 -175.073
3397 -4.82697 571.551 -82.277
3421 2.10982 361.674 -88.3436
3467 -29.2942 1217.48 -242.627
3487 -8.40246 312.223 -72.1755
3504 -1.70749 259.875 -64.282
3518 -1.20281 319.782 -50.216
3531 -1.53455 326.441 -36.4233
3545 -8.11252 225.897 -47.0283
3556 -7.45645 262.572 -26.1848
3565 -3.66203 408.881 -19.6384
3574 -10.8622 347.99 -21.6709
3583 -8.78144 239.115 -20.5476
3593 -4.57704 108.422 -25.158
3602 2.22309 178.064 -17.1539
3612 0.793298 66.9134 -23.7476
3623 0.994513 38.7285 -26.983
3632 -0.183417 48.9174 -20.8446
3645 5.87625 66.8982 -32.0595
3654 0.398928 22.3352 -16.1737
3664 0.495225 11.036 -18.528
3674 0.75614 31.0776 -17.5903
3684 3.13037 50.1433 -21.8731
3693 0.837776 58.1673 -20.1186
3704 0.880577 69.8034 -22.2069
3714 0.475843 35.5975 -20.0438
3725 0.968876 50.2181 -24.6109
3735 -0.0642892 10.8029 -21.8542
3745 0.865898 58.4415 -30.6153
3755 0.482404 27.7584 -26.9262
3764 0.535384 20.0714 -24.4251
3776 0.398712 29.8719 -36.5657
3785 0.723716 29.204 -30.8663
3796 0.891958 49.923 -33.282
3807 1.67813 63.2289 -31.2911
3838 -1.32417 114.457 -126.242
3847 1.23518 22.2145 -24.2709
3856 1.85 44.2669 -31.23
3868 0.468054 38.4141 -39.9619
3878 0.126003 29.5597 -26.1789
3889 -0.215386 17.5117 -45.7842
3898 0.366412 29.8899 -30.8808
3911 1.23646 33.7166 -50.4339
3925 -0.669732 103.569 -72.2356
3934 0.592227 31.4119 -24.3965
3946 1.95334 16.3928 -50.4477
3957 0.989379 64.6201 -63.3047
3969 1.90408 24.2741 -40.098
3978 -0.397814 20.0989 -37.0433
3989 -1.19397 15.074 -44.3098
4001 -2.24526 16.0715 -42.0795
4011 -3.52701 14.8988 -50.2131
4022 -0.676174 29.9028 -48.4034
4031 -0.767678 16.9806 -48.4743
4042 -1.10803 17.2187 -61.9445
4060 -3.42734 168.948 -102.194
4073 0.999389 78.6057 -58.9456
4107 2.12769 113.978 -200.34
4124 -2.76623 93.8119 -81.7988
4146 0.811688 72.0735 -133.969
4162 -4.54561 71.0907 -81.6778
4180 -1.54456 43.4127 -105.663
4195 0.934629 69.6631 -71.9523
4216 -4.92735 48.217 -106.519
4229 -3.53278 20.4453 -70.059
4264 10.9267 150.302 -153.447
4289 1.88152 221.819 -112.779
4326 -5.14037 232.344 -187.264
4355 -5.58936 387.801 -130.99
4389 -2.38293 91.6644 -177.58
4410 -4.09782 177.893 -117.42
4443 -4.8136 214.168 -199.94
4468 -16.7029 160.928 -130.832
4477 -11.476 154.722 -22.1275
4501 3.0316 196.261 -97.9398
4512 2.37227 62.0491 -52.5996
4521 0.226195 70.4806 -24.7106
4537 6.36495 65.0905 -96.0773
4566 17.684 282.77 -94.8138
4589 4.16306 96.763 -108.935
4633 -9.9036 678.684 -250.272
4657 -1.55452 180.531 -142.908
4684 -9.73282 300.321 -146.42
4711 2.91632 122.711 -138.623
4724 -2.5266 74.0305 -69.4976
4741 1.83376 23.8326 -70.7713
4756 0.310007 40.4003 -59.105
4772 -2.16965 118.154 -56.0218
4782 -0.578604 256.645 -23.9826
4807 -5.80203 130.422 -113.832
4817 -0.761068 80.106 -42.3568
4829 -0.0454465 30.4764 -65.2012
4843 0.710296 15.245 -53.5235
4857 0.47446 25.3651 -64.7426
4870 -0.864742 46.2995 -66.1802
4886 -1.96861 33.9074 -80.8526
4905 1.75084 136.387 -93.9631
4923 -3.54031 65.9427 -98.7051
4948 6.30485 140.883 -127.975
4972 0.680674 39.937 -144.282
4998 -6.91126 148.203 -151.225
5014 -6.26772 155.735 -76.3382
5057 15.7939 319.014 -214.696
5071 0.649513 55.7118 -82.5373
5104 1.82762 128.503 -170.845
5140 -9.82502 275.64 -155.523
5167 -13.7538 224.498 -158.024
5178 -3.06073 13.2889 -52.5105
5188 -0.347711 8.25641 -43.9586
5205 -3.35268 35.693 -104.246
5232 -0.345786 56.9422 -158.699
5263 -3.05481 85.8548 -164.859
5280 -4.97229 50.6498 -85.0287
5321 2.30541 759.31 -222.44
5336 0.446036 252.254 -78.5742
5353 5.03977 68.7665 -75.3026
5364 -1.11082 75.7722 -56.6626
5375 0.670257 71.8012 -55.0954
5388 3.82445 55.4097 -74.0417
5399 -0.189142 63.6741 -63.6099
5411 -6.18936 93.3438 -51.2812
5444 -0.579154 414.432 -159.611
5470 -0.10683 210.139 -137.823
5487 -3.62988 120.878 -79.8401
5516 -0.684403 361.889 -162.843
5537 -0.126034 71.7309 -118.702
5583 -9.26987 480.902 -260.944
5605 -3.55248 297.313 -126.878
5627 -5.20556 54.4711 -136.924
5677 -4.51764 100.889 -263.983
5703 -3.05145 163.552 -140.407
5719 -0.0052352 110.677 -86.7996
5734 -0.679263 37.8192 -63.4503
5748 2.59892 44.3206 -52.6544
5760 1.32776 22.3979 -41.3588
5769 -0.249573 24.1886 -27.2578
5778 0.371692 19.3469 -20.7266
5786 -0.261781 27.4926 -21.8368
5797 0.0363955 8.94635 -33.7386
5806 -0.356509 21.5491 -30.895
5816 0.16468 17.1141 -30.6746
5826 -0.346526 11.5685 -28.8548
5837 0.278287 37.8331 -24.865
5848 0.527256 27.6269 -31.6971
5861 0.966716 41.938 -54.6313
5877 1.78112 94.1821 -71.4717
5891 -0.238734 48.5204 -42.3589
5901 -1.50454 32.554 -49.397
5913 0.0387808 41.0707 -49.7321
5928 1.33902 58.7506 -70.7662
5938 -0.585832 25.2532 -42.3849
5949 -0.0654591 9.04876 -38.1691
5961 2.33053 31.3103 -42.7475
5972 -0.609069 10.9526 -45.9911
5981 -0.182812 36.9013 -42.9541
5993 0.237049 61.5443 -62.4909
6003 0.064696 16.1167 -41.864
6013 -0.712991 7.79467 -51.1122
6024 -0.939641 7.74344 -56.6751
6038 -0.60869 166.401 -86.4893
6048 0.032312 531.012 -2.19979
6058 0.225841 430.511 -13.627
6067 0.863251 252.111 -16.0856
6085 4.24924 262.674 -86.0488
6098 5.3082 130.688 -69.6381
6148 26.6502 248.146 -276.077
6198 8.27455 665.374 -214.926
6248 32.7902 2139.08 -84.2235
6265 -28.4155 3951.87 -29.2718
6302 -12.5654 117.725 -222.816
6325 -6.16882 134.013 -131.687
6361 -26.1742 782.372 -197.318
6411 -14.192 405.052 -298.086
6422 -2.40358 231.436 -69.7399
6450 -25.0212 587.866 -161.161
6470 -5.30383 137.463 -112.669
6520 -29.6231 849.562 -270.613
6570 0.111392 674.015 -153.14
6575 4.81337 1703.47 -14.441
6597 -9.84129 170.504 -141.366
6647 -34.8251 898.212 -268.437
6697 6.04763 454.105 -162.837
6705 6.11835 427.991 -19.7538
6733 -29.7091 578.08 -125.691
6745 -4.05632 185.19 -42.3494
6757 -5.23972 293.334 -67.1527
6767 -0.108221 213.756 -53.0284
6791 -3.78118 332.169 -121.226
6841 -5.981 193.99 -279.578
6868 -0.171426 186.593 -157.216
6886 -1.83006 636.414 -98.1028
6905 -7.49103 460.019 -74.2493
6917 -5.32273 220.44 -66.5734
6928 3.70287 94.7419 -42.988
6942 9.38554 231.89 -58.5322
6952 -1.37019 115.863 -37.6014
6967 5.0274 174.082 -73.7539
6979 -3.96757 264.593 -45.0387
6999 -1.28903 334.748 -93.3824
7024 10.9211 505.065 -149.752
7062 -5.1891 871.825 -180.507
7102 -19.7661 793.693 -186.835
7152 -26.4131 615.994 -248.389
7202 16.3476 923.417 -214.9
7231 5.12263 1035.8 -128.42
7251 11.7303 245.379 -105.192
7271 2.3243 225.797 -109.639
7303 1.04844 341.527 -177.307
7335 -3.28387 463.817 -161.316
7379 -10.428 640.613 -212.253
7429 -9.53776 238.07 -255.007
7453 -5.80201 173.682 -108.34
7485 2.54996 242.503 -174.747
7512 7.25999 512.555 -143.375
7533 3.39176 182.836 -112.072
7552 -2.36277 153.028 -101.019
7562 -1.13732 86.0988 -54.627
7578 -3.05372 118.1 -78.1431
7598 -2.04171 70.6096 -103.742
7619 -4.40347 176.183 -115.945
7638 -5.23029 65.7414 -103.591
7668 -2.80909 87.2269 -155.217
7697 -16.0042 286.361 -156.314
7739 -4.03852 328.454 -209.515
7777 -11.1401 156.452 -206.702
7827 1.1999 109.682 -274.748
7854 -1.44925 194.773 -104.018
7878 -0.930967 441.285 -133.045
7891 0.242734 53.1359 -69.5786
7901 2.52011 91.1037 -43.0868
7912 2.207 74.9801 -46.4692
7924 3.76036 27.2265 -33.1203
7933 -0.171356 14.9887 -30.0068
7943 0.0962747 7.83535 -31.0355
7955 3.75786 36.0414 -49.9413
7965 -1.18454 41.7951 -45.2596
7976 -1.65782 128.436 -59.0163
7992 1.65822 187.102 -60.1566
8018 -6.08324 198.488 -116.814
8068 -0.611409 680.656 -248.142
8074 -0.681907 108.297 -26.2924
8105 3.09519 118.024 -199.077
8155 -2.09468 107.305 -218.05
8164 -3.78916 96.6437 -52.4706
8174 -2.2432 53.6458 -41.1522
8185 4.68948 43.3545 -33.9104
8196 0.919817 54.4584 -53.0686
8207 0.928765 52.7481 -46.9802
8218 1.41758 54.0287 -52.9105
8231 3.75539 60.2983 -62.412
8246 0.153967 115.746 -67.6758
8257 -2.9971 85.06 -51.2243
8276 3.06723 124.606 -96.5742
8313 -6.74925 474.219 -176.915
8341 -10.9708 202.948 -135.578
8365 -3.56884 196.475 -122.501
8383 -9.50899 140.472 -68.3471
8406 -5.63181 75.2547 -139.073
8456 -11.964 228.881 -273.687
8474 -0.340697 211.872 -54.7437
8518 -2.51943 240.984 -226.431
8568 -4.04022 127.829 -257.892
8576 -3.05547 115.061 -43.1989
8608 3.44637 959.949 -157.477
8620 -0.775701 102.409 -63.6596
8633 -0.00302398 96.3468 -62.3564
8648 -0.0442455 54.4206 -77.2086
8668 2.71162 54.3801 -93.0069
8690 1.37376 146.883 -126.844
8718 -1.4177 48.1737 -135.516
8730 -2.30372 32.5287 -54.2974
8741 -12.1109 194.433 -59.2728
8753 1.3996 158.663 -54.4501
8767 -0.807218 156.113 -63.5418
8780 1.5861 113.395 -59.5142
8796 3.25559 133.174 -85.2107
8839 4.83458 203.355 -185.121
8849 -2.23307 88.9045 -47.9862
8882 2.92566 252.8 -146.328
8919 1.54169 197.47 -178.747
8969 -1.63151 177.159 -247.417
8976 -2.59053 137.494 -36.6253
9016 5.92184 103.254 -214.854
9066 -6.23123 179.465 -271.03
9086 -3.14129 179.61 -84.5953
9124 -9.03996 295.735 -194.875
9174 -3.77154 149.225 -274.668
9207 -2.95727 283.995 -199.238
9257 -5.62001 189.628 -242.509
9267 -2.69769 75.6383 -38.5266
9282 -5.3857 200.513 -89.2324
9294 -6.32527 112.865 -69.0401
9305 -3.6161 67.8648 -61.1198
9316 1.35791 54.5541 -50.8309
9349 -2.63658 172.267 -177.164
9360 -3.6172 43.4885 -54.5006
9369 0.72721 22.9662 -48.0773
9389 1.069 175.246 -130.368
9416 2.44703 277.272 -157.32
9441 -2.95409 150.651 -165.096
9462 -0.613744 141.118 -129.372
9498 -1.19196 167.485 -182.534
9527 -10.056 228.001 -156.632
9538 -4.61727 114.287 -56.2678
9555 -9.68749 233.708 -106.067
9571 -2.88567 103.366 -80.9623
9587 -3.15273 194.402 -86.4989
9602 2.68414 78.6286 -67.4179
9625 -1.69139 93.0021 -106.22
9640 1.33047 31.2406 -78.0557
9651 -3.99326 67.0546 -66.6779
9663 -0.0389478 47.3321 -67.4408
9696 -4.74751 238.411 -201.779
9725 1.78052 69.1541 -182.785
9775 1.71302 177.517 -263.878
9815 -2.97374 330.359 -229.861
9847 0.133376 323.875 -168.121
9882 -1.56083 200.62 -193.173
9926 -0.399718 181.854 -201.584
9938 -8.75968 124.151 -57.2243
9952 -3.92624 94.0139 -67.8931
9962 -1.38379 88.3087 -51.3529
9980 -6.46185 75.7249 -96.4075
9993 -5.0395 70.3421 -51.5641
10006 -3.61701 85.8759 -76.1948
10021 -15.302 281.87 -85.5485
10038 -5.3041 162.471 -83.942
10064 -2.36859 85.478 -153.178
10100 -2.75166 262.289 -187.243
10126 0.282871 46.6199 -161.0
10151 -3.36619 226.371 -130.595
10178 1.45196 192.679 -165.298
10211 1.28704 110.518 -177.491
10248 6.55323 178.042 -226.01
10271 6.68697 187.756 -144.505
10282 -4.3951 45.3767 -51.0816
10308 1.88877 54.8435 -152.513
10320 0.718388 39.3581 -79.3011
10331 -0.845447 72.694 -75.1403
10350 -0.740138 126.535 -121.88
10364 -4.9967 76.7397 -85.1714
10398 -7.00141 306.575 -213.748
10415 0.71895 19.0415 -103.265
10429 3.25964 98.7254 -84.5708
10471 3.2178 142.089 -260.068
10488 -3.42836 54.0534 -96.2668
10506 1.29056 42.842 -117.288
10553 -7.39022 344.376 -257.52
10565 -6.56947 43.4473 -61.5578
10586 -4.97952 72.2485 -123.884
10614 -0.126185 154.023 -183.949
10637 2.07475 296.248 -144.033
10653 -1.27636 100.549 -108.527
10679 0.0809252 89.4498 -159.071
10729 -2.92117 104.238 -305.966
10760 -5.87104 60.6375 -169.445
10796 -0.610586 80.272 -206.502
10839 -3.54292 180.792 -236.633
10850 -5.56252 63.471 -68.6737
10866 2.41952 87.2935 -75.2152
10880 -4.67214 105.402 -81.2409
10893 -1.13086 57.0639 -74.9888
10907 -4.69331 90.1469 -88.4289
10922 -5.95647 76.8629 -75.139
10942 -1.80595 97.7546 -120.949
10976 0.559042 409.933 -105.542
10990 -1.34696 96.4005 -75.4393
11008 -2.76041 91.5967 -104.346
11021 0.905359 12.0248 -47.2042
11032 1.62973 23.8254 -32.3711
11042 0.09045 13.6945 -17.5141
11054 0.718733 17.9229 -34.1577
11068 5.02856 42.1691 -56.7123
11076 0.566566 17.7619 -26.1638
11095 1.85789 53.1549 -88.0817
11111 3.00391 82.0923 -96.2878
11161 1.78895 145.139 -304.859
11211 -8.85966 328.192 -256.746
11232 0.466132 90.8691 -101.059
11243 -1.43635 39.8036 -62.6484
11258 -0.78558 50.5409 -81.8433
11273 -1.12079 52.2121 -77.5171
11323 -6.4662 194.113 -242.732
11334 -8.66799 304.569 -45.396
11384 -16.8486 414.358 -244.229
11434 -2.96471 120.926 -273.519
11484 -17.816 465.619 -257.359
11491 6.62893 443.907 -31.4227
11541 -15.1241 92.7405 -284.466
11553 -6.24328 147.595 -72.1198
11564 -13.9957 150.092 -63.9391
11581 -4.37104 165.73 -111.494
11594 -0.323248 139.149 -73.1346
11613 1.08013 85.443 -111.75
11663 0.0211826 135.642 -278.612
11670 0.0433483 323.542 -24.1265
11720 -3.88971 132.122 -312.918
11721 -1.15914 24.2382 -6.76605
11739 -0.115013 128.718 -115.335
11750 -0.268236 33.5044 -64.3404
11761 -0.471125 34.2288 -66.4792
11774 0.494702 165.105 -87.8928
11788 -1.99783 199.89 -91.5459
11815 2.04009 157.237 -164.985
11835 -2.13754 137.136 -124.607
11875 0.657024 140.695 -237.655
11907 2.55326 451.24 -165.106
11921 -0.952122 151.971 -84.0303
11950 1.41706 392.064 -161.22
12000 -3.9871 219.395 -315.223
12007 -2.37744 51.7528 -39.063
12022 1.65469 113.112 -100.112
12038 -6.3641 294.341 -100.536
12068 -3.44036 104.551 -167.421
12098 -5.21534 144.025 -161.535
12117 -5.57536 146.859 -114.406
12164 -11.8479 338.479 -262.096
12187 -6.56454 90.4978 -152.096
12216 -1.59853 77.5947 -185.215
12236 -9.78075 125.807 -118.909
12286 -6.61482 203.974 -286.353
12305 3.82028 211.997 -84.7984
12340 -9.58244 365.066 -178.904
12390 -0.12421 399.64 -283.884
12391 0.494001 11.3511 -5.92517
12441 2.74777 67.9765 -316.018
12458 -0.307808 88.9613 -92.4223
12498 5.74887 391.807 -252.412
12548 5.28926 125.939 -313.175
12560 -4.53715 71.8126 -55.4642
12610 -0.449486 201.007 -265.798
12619 2.50323 166.202 -52.1713
12630 -0.185256 68.4087 -43.0334
12642 -1.55215 78.232 -66.8562
12659 -0.00857377 127.565 -95.6599
12670 -1.939 68.8418 -61.1159
12682 -1.51084 60.2985 -58.395
12725 5.68568 273.914 -246.79
12749 -2.342 273.377 -132.531
12791 -0.266634 155.704 -259.535
12841 -3.21726 164.871 -286.506
12849 0.0931413 128.64 -43.7605
12885 1.57262 346.396 -210.146
12925 2.055 135.757 -254.031
12954 -4.54193 417.032 -189.808
12976 -7.38863 406.039 -127.549
12993 -3.73173 114.37 -96.8592
13006 -5.4355 183.101 -77.2231
13019 -3.60776 149.584 -83.0819
13037 -3.53782 151.559 -117.01
13063 2.28025 337.091 -154.552
13109 -5.73113 197.776 -284.984
13126 -3.7416 165.928 -109.94
13151 -4.33148 117.603 -153.96
13163 1.18052 90.4435 -75.0039
13177 0.112603 126.004 -87.8889
13190 1.12912 118.771 -81.6446
13232 -1.59124 204.522 -244.269
13246 -1.05352 55.5297 -82.7453
13285 3.85348 195.762 -245.835
13308 -4.55862 156.983 -143.556
13328 -8.88421 168.854 -110.933
13346 -0.450462 54.0186 -105.844
13357 -1.55348 22.6521 -69.5783
13374 -4.16706 155.785 -103.727
13406 -0.0719521 91.5734 -194.763
13445 -5.32321 236.646 -221.32
13495 8.60921 84.5553 -269.172
13503 -0.539037 27.3085 -45.3192
13542 0.39862 100.246 -226.576
13592 -4.39358 32.8976 -312.906
13642 -2.87571 75.2488 -280.054
13659 -5.73586 75.8086 -83.2045
13678 2.06335 146.977 -107.655
13692 -1.1795 175.795 -84.4559
13706 0.525487 136.596 -81.8399
13720 -3.58342 98.3822 -86.9013
13734 -5.00536 110.758 -81.6678
13748 -1.89189 126.525 -89.5736
13760 0.325273 93.878 -72.2517
13777 -3.66628 140.842 -110.623
13798 -5.65503 193.367 -130.311
13834 2.57152 140.151 -202.546
13860 3.69822 126.54 -157.14
13873 3.79383 62.7651 -62.6896
13886 -0.00787998 75.676 -78.0028
13936 0.702611 201.896 -292.74
13963 -10.2152 264.459 -174.097
14012 -0.78631 187.142 -284.656
14041 -0.665622 144.79 -181.136
14076 4.93072 88.2926 -236.878
14101 -0.791392 80.5943 -164.527
14115 -1.21429 177.357 -95.3199
14161 -0.746008 114.757 -281.002
14201 0.100636 181.697 -248.338
14251 -1.33964 111.476 -310.253
14259 -3.79672 64.7449 -31.8934
14274 -7.02381 131.501 -98.36
14324 -16.3919 204.622 -264.514
14328 -6.47471 207.367 -25.4672
14353 -6.55209 126.289 -136.158
14370 -3.44091 265.555 -99.4792
14383 -1.80159 45.1375 -83.7358
14397 -2.03913 94.8174 -89.6288
14408 -0.21703 33.6898 -72.7891
14428 -1.75137 180.787 -119.424
14460 2.44275 189.273 -204.081
14490 -7.69943 218.598 -184.689
14506 0.360256 83.9047 -104.017
14530 0.511315 151.966 -157.196
14548 1.35989 87.3877 -118.052
14569 -1.36753 172.793 -132.12
14619 0.670081 236.441 -295.905
14635 -2.64197 146.98 -103.768
14650 0.612816 257.143 -97.5061
14699 -11.1505 448.483 -314.095
14728 -8.6342 133.457 -186.293
14746 -2.92104 121.634 -121.68
14781 -1.11001 169.078 -238.86
14822 -14.1328 396.494 -244.658
14840 0.589924 69.7202 -117.393
14858 -3.44997 110.707 -122.834
14894 -3.68194 74.412 -238.42
14914 -3.95462 109.462 -133.213
14938 -4.04891 210.98 -154.694
14959 -4.64516 72.6463 -133.806
14971 -3.78849 45.173 -76.4198
15007 0.064147 99.4935 -237.075
15021 -0.36354 38.6164 -78.8403
15071 -0.884679 244.391 -320.273
15084 1.44943 808.945 -66.4169
15097 -1.45965 29.7037 -81.9375
15126 4.51271 208.94 -187.228
15141 -0.0956995 222.56 -94.0943
15178 2.74085 61.4237 -245.643
15198 -0.283308 72.8918 -131.84
15233 -5.0847 161.254 -221.344
15283 2.01866 56.1376 -327.405
15305 -0.338913 38.5703 -142.814
15318 -3.16328 42.6514 -85.2224
15350 11.5223 339.617 -194.188
15364 -3.4118 76.8618 -94.9189
15386 -0.80369 222.208 -140.507
15410 -8.82649 114.502 -145.057
15459 -5.21465 142.284 -318.544
15509 2.12531 8.14199 -335.058
15549 -7.08323 195.049 -252.099
15599 -3.6233 53.3172 -304.455
15644 -2.87115 236.03 -200.334
15694 -8.02949 80.6278 -319.486
15723 -2.52797 152.96 -151.575
15737 -0.372596 96.8649 -67.547
15746 -6.67724 63.852 -47.3453
15758 0.60547 55.565 -74.5142
15781 0.739583 73.8243 -148.96
15811 -6.76981 428.575 -174.899
15840 -4.16797 177.39 -178.029
15864 -1.91364 92.9752 -150.81
15886 5.38856 135.064 -136.19
15924 -5.42283 138.194 -228.129
15941 -0.385555 91.8536 -113.495
15953 -2.38728 81.3306 -82.4123
15972 0.310702 126.776 -129.628
15998 -1.68559 162.63 -172.124
16043 0.150576 398.887 -300.797
16083 1.90212 81.0511 -247.093
16098 -0.831885 74.0558 -84.0785
16119 3.34211 255.368 -121.084
16132 -0.0795619 76.2807 -66.4256
16146 -1.33775 79.2434 -86.8822
16162 -1.03109 123.719 -90.9479
16173 -1.81463 26.7803 -58.9587
16189 -1.54475 90.944 -89.8018
16207 -9.9195 237.535 -104.41
16225 -3.42578 46.8637 -114.628
16243 -7.01192 105.101 -102.409
16286 0.109894 272.874 -267.437
16321 -6.31943 132.069 -204.438
16352 0.176083 43.376 -209.426
16366 1.96888 64.4337 -92.3119
16379 1.68662 142.751 -86.3664
16414 -0.375288 111.748 -233.817
16433 -1.95231 128.167 -127.263
16457 -4.642 270.837 -154.183
16507 -1.70078 85.6007 -310.805
16531 -0.285911 120.681 -150.366
16546 0.947468 118.921 -84.9333
16559 1.61263 53.8766 -65.3269
16576 3.09435 130.785 -100.348
16593 0.262256 56.2704 -103.192
16627 5.44334 47.4036 -223.818
16648 1.70682 116.403 -119.195
16698 2.71594 102.113 -301.317
16709 0.240892 113.16 -58.5423
16753 5.25982 83.6034 -255.084
16803 -5.531 290.302 -295.954
16828 2.28296 987.62 -120.559
16871 -7.1041 142.735 -268.645
16921 -2.72845 435.791 -327.389
16922 -2.52995 30.9875 -6.54528
16958 -2.70181 149.136 -238.054
16987 -0.37197 74.4072 -195.637
17007 -1.53877 138.605 -133.03
17029 0.973311 385.875 -146.539
17047 1.31332 48.5962 -110.203
17064 -2.07171 47.6675 -106.95
17081 -5.04965 93.1862 -105.068
17105 -12.9825 251.708 -153.876
17115 -0.461382 26.5977 -47.3349
17141 0.86792 69.6471 -152.01
17172 1.00347 51.2464 -208.468
17215 -2.91835 79.7765 -243.431
17265 -2.75551 189.099 -313.839
17290 -2.26782 76.7482 -115.129
17340 -8.61559 79.4183 -272.727
17379 -3.20908 236.663 -239.88
17428 1.91955 335.577 -304.858
17443 -6.89084 102.794 -92.4102
17454 -7.16342 107.222 -70.2844
17471 0.214535 197.611 -112.076
17495 -1.39192 112.352 -155.062
17532 2.44659 149.256 -238.823
17551 -1.28154 143.415 -125.022
17567 2.47524 36.9345 -102.014
17584 3.26442 21.5196 -109.392
17593 1.37488 29.7783 -57.5238
17609 -0.155446 93.7787 -104.661
17648 4.51785 158.655 -261.947
17686 -0.229735 308.492 -234.752
17721 2.35549 134.371 -196.42
17736 -4.22372 117.743 -85.2574
17769 -0.209749 323.708 -189.264
17795 1.7736 117.864 -158.831
17812 -3.82555 91.1913 -114.099
17826 -4.17003 65.2087 -93.8514
17841 -6.71257 176.388 -95.447
17870 -7.09633 280.863 -186.391
17887 -3.20083 141.764 -105.948
17904 -1.92288 48.1183 -114.302
17940 -2.41794 136.938 -226.743
17976 -3.45899 81.9544 -232.055
17989 -3.50506 41.3053 -79.7842
18033 3.49183 102.999 -278.659
18051 -6.89578 201.462 -115.452
18077 -0.118169 45.2596 -163.329
18089 -2.29366 113.469 -71.2939
18118 -0.698139 104.632 -167.533
18136 5.19886 90.1616 -89.2421
18155 3.17469 78.3467 -104.47
18175 3.96914 124.402 -112.295
18184 -0.142739 36.7274 -56.2256
18197 -4.70216 120.209 -78.0934
18239 0.0616703 119.685 -264.562
18250 3.2233 26.3755 -30.32
18265 1.28718 18.8417 -74.0415
18274 1.04595 15.6038 -49.246
18286 1.25782 36.4516 -70.0192
18300 0.0154072 25.4375 -82.2058
18318 -2.99331 121.59 -104.576
18335 -8.72404 151.852 -91.0583
18371 -5.73455 92.2896 -206.035
18404 -9.44084 450.909 -185.937
18454 1.57443 69.1146 -306.609
18504 -7.46532 53.3389 -297.59
18554 -13.7429 197.64 -299.667
18583 -1.45981 110.74 -125.946
18617 -4.55401 216.328 -205.174
18649 -2.72012 148.084 -202.329
18679 -1.41176 170.845 -184.49
18700 -3.18011 145.546 -138.056
18717 -6.12398 188.662 -109.878
18739 -2.40423 129.096 -142.543
18751 2.91271 272.578 -61.9273
18761 -0.234948 76.212 -53.7983
18770 -0.167947 73.0447 -47.5234
18783 0.107201 100.727 -78.8907
18795 0.831191 54.9616 -66.77
18804 -0.376096 43.6171 -48.882
18821 -2.50573 275.218 -98.8898
18851 1.50315 196.592 -156.485
18862 -6.19991 69.255 -47.0553
18881 -0.272433 107.694 -124.46
18931 2.47343 151.074 -329.575
18953 -3.00539 218.157 -130.347
18991 -13.7829 307.211 -223.981
19023 2.51855 216.449 -197.485
19046 -2.44056 249.573 -137.856
19069 -0.735394 128.669 -151.789
19091 -7.10171 121.669 -135.072
19105 -4.27698 80.6644 -84.998
19131 -2.79114 151.166 -148.671
19166 0.735424 63.3467 -223.578
19180 -5.03191 125.638 -86.198
19206 3.23416 151.863 -166.099
19225 -0.454377 223.697 -119.832
19241 0.710813 148.063 -95.1755
19254 -0.286514 186.042 -79.259
19273 3.54459 153.482 -113.444
19290 -1.59349 137.83 -101.435
19303 -7.01463 145.594 -76.6142
19326 -2.84503 106.665 -145.202
19339 -1.32841 51.3446 -86.5066
19382 0.135716 94.6797 -281.74
19432 3.55402 126.088 -299.088
19435 1.1117 17.1099 -18.9069
19452 1.66895 56.8858 -105.844
19465 0.663454 38.0258 -86.0148
19488 1.19202 42.5246 -155.501
19505 -3.53466 84.5037 -107.946
19555 -6.42161 148.356 -304.583
19557 -7.83009 83.1079 -8.35544
19590 -0.636642 67.7721 -188.414
19625 -3.32763 46.0245 -219.401
19643 -4.50284 230.366 -118.633
19685 -0.471195 167.793 -280.18
19709 0.461379 82.8213 -154.407
19729 -3.89993 87.4184 -132.652
19751 -1.92756 103.474 -150.291
19778 -3.0614 166.131 -177.767
19791 0.851945 154.712 -85.5169
19811 -0.220493 49.927 -129.31
19825 -6.93102 69.5663 -84.681
19859 -1.90327 129.489 -221.266
19871 -1.82558 37.6981 -78.1193
19891 -2.53168 354.576 -129.498
19905 -4.09972 59.1784 -91.471
19920 -1.19873 79.1068 -99.2287
19930 -3.9089 86.6558 -64.9356
19958 5.37195 227.18 -177.739
19984 2.23185 93.0332 -170.277
20003 -2.32607 51.2655 -120.43
20034 2.77017 153.787 -198.381
20051 0.0849049 57.43 -114.39
20071 2.44803 148.25 -123.726
20106 5.70146 75.0188 -213.346
20119 -2.9805 78.475 -81.2906
20169 1.55676 118.536 -289.145
20219 2.44209 19.8894 -328.434
20245 -4.38371 78.2338 -167.895
20274 -3.23123 24.8178 -190.279
20313 -6.34966 169.744 -258.75
20329 -4.83009 56.8916 -98.1352
20341 -0.156117 32.8659 -66.6143
20353 -1.50611 22.149 -65.4229
20373 4.6328 34.9458 -106.388
20389 1.5591 63.5234 -105.948
20403 1.1224 36.4369 -87.0085
20412 -0.521637 15.8168 -58.3827
20450 -2.82128 206.698 -206.314
20468 -0.81383 48.7425 -116.758
20486 -1.26036 68.5159 -120.919
20503 -6.15667 253.746 -86.656
20536 -2.10948 59.3057 -213.879
20586 2.30409 309.862 -306.349
20617 -4.12891 98.8122 -185.814
20665 -10.2516 146.648 -310.746
20695 -0.190022 390.75 -187.617
20731 -5.55889 135.216 -229.457
20781 -6.3813 99.1346 -324.402
20831 -2.35267 189.897 -313.664
20845 -4.24913 74.707 -86.0857
20865 -2.93401 156.451 -135.328
20874 -0.149903 91.4871 -31.548
20886 2.68298 64.0133 -39.9196
20897 0.00263608 214.66 -68.4694
20909 -3.3576 51.7227 -69.1747
20917 -0.325379 13.5464 -29.6059
20927 0.697846 16.8502 -50.9222
20937 1.60169 36.0249 -57.4466
20947 0.98105 81.1982 -60.0565
20959 3.52434 74.0238 -69.3423
20970 -3.91971 78.6373 -67.9643
20986 -0.925015 79.6269 -101.52
21009 -1.44677 118.062 -148.072
21029 -6.55417 305.229 -113.041
21078 -1.62105 303.647 -283.78
21105 -4.83436 199.102 -165.708
21135 -9.69658 195.14 -166.603
21158 -14.3983 176.93 -123.092
21184 -7.40633 254.502 -152.355
21234 -8.7814 221.935 -299.181
21276 10.5505 2453.3 -213.829
21326 -3.98498 17.662 -289.249
21376 -12.7556 691.026 -222.593
21402 -13.8927 621.785 -129.378
21427 6.11626 204.901 -161.408
21451 2.40871 511.601 -149.532
21461 -1.07507 183.858 -64.8585
21481 4.33143 172.73 -132.412
21495 0.429591 113.216 -93.0364
21505 -2.65763 65.1502 -64.1812
21536 -1.0662 340.738 -179.65
21568 -0.232568 745.585 -192.127
21582 -0.238442 180.462 -73.1307
21594 0.857876 160.744 -59.3825
21604 -5.80096 127.323 -50.7321
done
1001 223.3944905849538
done

In [ ]: