nohup.out

2018-04-15 13:46:17.012535: W tensorflow/core/platform/cpu_feature_guard.cc:45] The TensorFlow library wasn't compiled to use SSE4.1 instructions, but these are available on your machine and could speed up CPU computations.
2018-04-15 13:46:17.012594: W tensorflow/core/platform/cpu_feature_guard.cc:45] The TensorFlow library wasn't compiled to use SSE4.2 instructions, but these are available on your machine and could speed up CPU computations.
2018-04-15 13:46:17.012614: W tensorflow/core/platform/cpu_feature_guard.cc:45] The TensorFlow library wasn't compiled to use AVX instructions, but these are available on your machine and could speed up CPU computations.
[[0.39650172 0.38445205 0.40034681 0.36197932 0.35428894 0.33694149
  0.29570552 0.27781813 0.55058428 0.27828561 0.32576182 0.28272613
  0.28575879 0.2921238  0.3017004  0.4187367  0.37480631 0.23610242
  0.24793891 0.26541247 0.40274956 0.45561994 0.33872192 0.43281298
  0.45215642 0.42109012 0.31339371 0.26216693 0.27023901 0.36473853
  0.33993003 0.36010188 0.        ]
 [0.55598907 0.26021088 0.20670497 0.46747613 0.27929191 0.1788004
  0.21516142 0.45347049 0.42166303 0.1779069  0.17464274 0.28987003
  0.2605385  0.27352301 0.45502627 0.57120646 0.39290892 0.27104378
  0.28598231 0.40669798 0.31221305 0.31833593 0.4121974  0.39527924
  0.34655817 0.21585364 0.30359331 0.5992325  0.35357221 0.28721208
  0.25086479 0.33409136 0.        ]
 [0.45206109 0.44436269 0.31258711 0.37395564 0.35047642 0.22556598
  0.2456123  0.35579267 0.4477927  0.2534324  0.27404207 0.30557358
  0.32255916 0.31591578 0.36215427 0.48143036 0.38119135 0.25737886
  0.24387517 0.20805389 0.42268755 0.36850189 0.39941869 0.46010055
  0.460571   0.30963877 0.28916561 0.34653197 0.32255916 0.23992721
  0.30790985 0.48153649 0.        ]]
here network object created
After population initialisation 0.056511878967285156
<class 'list'>
After feedforward 24.650088787078857
gen	evals	std	min	avg	max
0  	100  	   	160	   	160

here in gen no. 1
1st gen after newpool 1.1686909198760986
1  	100  	   	160	   	162
generation done

here in gen no. 2
2  	100  	   	160	   	164
generation done

here in gen no. 3
3  	100  	   	160	   	164
generation done

here in gen no. 4
4  	100  	   	160	   	164
generation done

here in gen no. 5
5  	100  	   	160	   	165
generation done

here in gen no. 6
6  	100  	   	160	   	167
generation done

here in gen no. 7
7  	100  	   	160	   	167
generation done

here in gen no. 8
8  	100  	   	160	   	166
generation done

here in gen no. 9
9  	100  	   	160	   	166
generation done

here in gen no. 10
gen: 10 doing clustering
doing bp
validation 0.8785714285714287
78.59651
validation 0.8833333333333334
78.846115
time  4.70168399810791
now ending
validation 0.7333333333333333
78.15109
validation 0.7357142857142858
78.4029
time  5.8025431632995605
now ending
validation 0.7404761904761904
77.305664
validation 0.7452380952380951
77.58865
time  7.249316215515137
now ending
10 	100  	   	160	   	166
generation done

here in gen no. 11
11 	100  	   	160	   	166
generation done

here in gen no. 12
12 	100  	   	160	   	166
generation done

here in gen no. 13
13 	100  	   	160	   	166
generation done

here in gen no. 14
14 	100  	   	160	   	168
generation done

here in gen no. 15
15 	100  	   	160	   	168
generation done

here in gen no. 16
16 	100  	   	160	   	168
generation done

here in gen no. 17
17 	100  	   	160	   	168
generation done

here in gen no. 18
18 	100  	   	160	   	165
generation done

here in gen no. 19
19 	100  	   	160	   	166
generation done

here in gen no. 20
20 	100  	   	160	   	166
generation done

here in gen no. 21
21 	100  	   	160	   	166
generation done

here in gen no. 22
22 	100  	   	160	   	167
generation done

here in gen no. 23
23 	100  	   	160	   	167
generation done

here in gen no. 24
24 	100  	   	160	   	167
generation done

here in gen no. 25
25 	100  	   	160	   	167
generation done

here in gen no. 26
26 	100  	   	160	   	166
generation done

here in gen no. 27
27 	100  	   	160	   	167
generation done

here in gen no. 28
28 	100  	   	160	   	167
generation done

here in gen no. 29
29 	100  	   	160	   	167
generation done

here in gen no. 30
30 	100  	   	160	   	167
generation done

here in gen no. 31
31 	100  	   	160	   	168
generation done

here in gen no. 32
32 	100  	   	160	   	168
generation done

here in gen no. 33
33 	100  	   	160	   	168
generation done

here in gen no. 34
34 	100  	   	160	   	168
generation done

here in gen no. 35
35 	100  	   	160	   	169
generation done

here in gen no. 36
36 	100  	   	160	   	171
generation done

here in gen no. 37
37 	100  	   	160	   	172
generation done

here in gen no. 38
38 	100  	   	160	   	172
generation done

here in gen no. 39
39 	100  	   	160	   	172
generation done

here in gen no. 40
40 	100  	   	160	   	173
generation done

here in gen no. 41
41 	100  	   	160	   	175
generation done

here in gen no. 42
42 	100  	   	160	   	177
generation done

here in gen no. 43
43 	100  	   	160	   	179
generation done

here in gen no. 44
44 	100  	   	160	   	180
generation done

here in gen no. 45
45 	100  	   	160	   	180
generation done

here in gen no. 46
46 	100  	   	160	   	180
generation done

here in gen no. 47
47 	100  	   	160	   	180
generation done

here in gen no. 48
48 	100  	   	160	   	182
generation done

here in gen no. 49
49 	100  	   	160	   	182
generation done

here in gen no. 50
50 	100  	   	160	   	181
generation done

here in gen no. 51
51 	100  	   	160	   	181
generation done

here in gen no. 52
52 	100  	   	160	   	183
generation done

here in gen no. 53
53 	100  	   	160	   	183
generation done

here in gen no. 54
54 	100  	   	160	   	184
generation done

here in gen no. 55
55 	100  	   	160	   	184
generation done

here in gen no. 56
56 	100  	   	160	   	184
generation done

here in gen no. 57
57 	100  	   	160	   	184
generation done

here in gen no. 58
58 	100  	   	160	   	184
generation done

here in gen no. 59
59 	100  	   	160	   	184
generation done

here in gen no. 60
60 	100  	   	160	   	185
generation done

here in gen no. 61
61 	100  	   	160	   	185
generation done

here in gen no. 62
62 	100  	   	160	   	185
generation done

here in gen no. 63
63 	100  	   	160	   	185
generation done

here in gen no. 64
64 	100  	   	160	   	185
generation done

here in gen no. 65
65 	100  	   	160	   	185
generation done

here in gen no. 66
66 	100  	   	160	   	185
generation done

here in gen no. 67
67 	100  	   	160	   	185
generation done

here in gen no. 68
68 	100  	   	160	   	185
generation done

here in gen no. 69
69 	100  	   	160	   	186
generation done

here in gen no. 70
70 	100  	   	160	   	186
generation done

here in gen no. 71
71 	100  	   	160	   	185
generation done

here in gen no. 72
72 	100  	   	160	   	185
generation done

here in gen no. 73
73 	100  	   	160	   	183
generation done

here in gen no. 74
74 	100  	   	160	   	181
generation done

here in gen no. 75
75 	100  	   	160	   	183
generation done

here in gen no. 76
76 	100  	   	160	   	182
generation done

here in gen no. 77
77 	100  	   	160	   	182
generation done

here in gen no. 78
78 	100  	   	160	   	182
generation done

here in gen no. 79
79 	100  	   	160	   	182
generation done

here in gen no. 80
80 	100  	   	160	   	182
generation done

here in gen no. 81
81 	100  	   	160	   	182
generation done

here in gen no. 82
82 	100  	   	160	   	182
generation done

here in gen no. 83
83 	100  	   	160	   	182
generation done

here in gen no. 84
84 	100  	   	160	   	174
generation done

here in gen no. 85
85 	100  	   	160	   	174
generation done

here in gen no. 86
86 	100  	   	160	   	175
generation done

here in gen no. 87
87 	100  	   	160	   	175
generation done

here in gen no. 88
88 	100  	   	160	   	175
generation done

here in gen no. 89
89 	100  	   	160	   	176
generation done

here in gen no. 90
90 	100  	   	160	   	176
generation done

here in gen no. 91
91 	100  	   	160	   	176
generation done

here in gen no. 92
92 	100  	   	160	   	176
generation done

here in gen no. 93
93 	100  	   	160	   	176
generation done

here in gen no. 94
94 	100  	   	160	   	176
generation done

here in gen no. 95
95 	100  	   	160	   	177
generation done

here in gen no. 96
96 	100  	   	160	   	177
generation done

here in gen no. 97
97 	100  	   	160	   	177
generation done

here in gen no. 98
98 	100  	   	160	   	177
generation done

here in gen no. 99
last gen after newpool 0.9996743202209473
99 	100  	   	160	   	176
generation done
Overall time 2782.9969680309296
 ------------------------------------src done------------------------------------------- 
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Pareto Front: 
(7.664997730082072, 170.0, 1725.0244816309314, 474.8784710521059)
(2.9905531892237947, 162.0, 1736.047482001674, 478.03914931719396)
(1.6040161780008118, 165.0, 1747.6398298737115, 482.4960158519952)
(1.8082932161656002, 162.0, 1744.0041991954108, 481.1374861064019)
(1.5751048895516016, 164.0, 1770.3736116166633, 492.91726033948134)
(1.6667834266750239, 160.0, 1750.8673367798795, 483.3786149665058)
(2.5724281821122617, 165.0, 1736.8835228687092, 478.1291379637295)
(4.013117833099698, 163.0, 1731.5979293260225, 476.65979518429026)
(1.6637920614065067, 162.0, 1749.5246581011331, 483.1979900725747)
(1.575394493467566, 163.0, 1751.4520874713735, 483.3658014407124)
(1.5807271730979773, 160.0, 1755.628234805562, 485.88894372723945)
(3.385014835151701, 163.0, 1732.743939007054, 476.81709139687064)
(1.750082465062324, 163.0, 1744.4405526017645, 481.7004218275937)
(2.691511014382941, 165.0, 1736.9130443051379, 477.9274534181416)
(1.5671719810224658, 162.0, 1771.783804673844, 493.0100693470771)
(2.928760544945113, 169.0, 1727.7573722656546, 475.6231129942319)
(2.4895764267483065, 165.0, 1739.0918542733705, 479.1272203399368)
(3.877662371345227, 176.0, 1725.9240056308856, 475.0802720289203)
(1.7747224391774237, 167.0, 1744.8330776625899, 480.8884786962429)
(2.607553852230568, 160.0, 1737.566679490469, 478.27963044674914)
(1.5810594455601548, 162.0, 1756.2117992359936, 485.8839056232295)
(4.492104427233167, 163.0, 1731.1693485197281, 476.2579827927722)
(1.66575069110814, 160.0, 1754.9672033799702, 485.75127201610127)
(2.3752149077346267, 160.0, 1741.540056757731, 479.2455667132156)
(3.8145686430889123, 173.0, 1725.5131930743075, 475.09717877136626)
(1.9334654101823496, 163.0, 1743.657477787998, 480.6216040216388)
(2.4941981224772927, 162.0, 1738.8919882176235, 478.80138067791626)
(4.952027548632878, 164.0, 1728.9345371820345, 475.6841655812679)
(3.1635650804265087, 166.0, 1728.4598613646833, 475.78547288418144)
(2.012869485058264, 163.0, 1741.4522129973288, 480.0210417513324)
(2.1167006165077074, 162.0, 1742.419049950126, 480.579030894469)
(2.023643434393076, 171.0, 1734.536665568449, 477.19975817027057)
(2.2742985441599632, 169.0, 1734.9870778483155, 477.28539164763924)
(3.7292468814826076, 165.0, 1730.4845426114823, 476.1792063865515)
(1.9187839295068239, 164.0, 1739.9945858318483, 479.1561799047883)
(4.1050202300431815, 171.0, 1725.0244816309314, 474.8784710521059)
(2.234831364016702, 160.0, 1741.4977261026072, 479.25419855438383)
(1.5665786372757498, 162.0, 1772.406772729935, 493.19322902469094)
(1.640197414639485, 162.0, 1749.6695779569845, 482.96211694290173)
(2.0081931597583322, 162.0, 1746.56889688558, 481.10932965489604)
(2.4963890824438466, 164.0, 1738.537372963787, 478.4866466021648)
(5.4090744705908, 163.0, 1730.0320432019935, 476.06121033140096)
(2.7701802658318795, 163.0, 1738.1451566359622, 477.9526239970048)
(4.698826015673701, 164.0, 1728.4558374262062, 475.7961819610274)
(1.6399307905601221, 164.0, 1746.6587718212197, 482.0319577822776)
(1.5659884298510658, 166.0, 1771.6663581339758, 493.10251830305435)
(2.3913365924778893, 160.0, 1741.1469246790332, 479.66555745124276)
(2.833649732500154, 170.0, 1725.7190909838887, 475.18212998155866)
(3.879172410783091, 176.0, 1725.6064068364572, 474.9943680784404)
(2.125483590154983, 160.0, 1741.7915956006875, 480.6231472807535)
(4.108714185596103, 162.0, 1731.1468062608506, 476.56019847297546)
(4.522051921263605, 169.0, 1724.816527797324, 474.92043153287)
(1.5690259171432874, 166.0, 1769.953452639117, 492.81236590097063)
(3.469185494926947, 160.0, 1736.2220315353397, 477.6601489978974)
(2.506858250299042, 168.0, 1729.9521148333122, 476.12248173568435)
(2.119370257985066, 160.0, 1741.8843848224117, 480.4220553957674)
(2.4026026029281953, 166.0, 1736.657932002385, 478.0946840470449)
(1.5705720633515592, 164.0, 1771.2091166560083, 493.02707151959953)
(2.9985065826110366, 162.0, 1737.9367399965822, 477.99143782153135)
(3.280732927319266, 162.0, 1734.6264239034813, 477.5610016285242)
(3.114574800211852, 160.0, 1737.395451552464, 478.0224089086936)
(1.7254153656489664, 160.0, 1749.9704845789936, 483.12111409667966)
(4.362861256856462, 163.0, 1730.733041830773, 476.2903928475971)
(1.7245334868405828, 160.0, 1750.5098238268042, 483.24263624449117)
(4.688165777310539, 164.0, 1728.4598613646833, 475.78547288418144)
(2.6976473594335784, 165.0, 1736.657932002385, 478.0946840470449)
(2.2796206603009024, 171.0, 1733.8014643904833, 476.97836990252137)
(2.826597746318217, 163.0, 1737.514526538638, 478.4596297270664)
(3.0121093909710184, 164.0, 1730.8288339020414, 476.53996372471283)
(3.0362101112826614, 163.0, 1737.7505151297737, 477.86659073053755)
(3.2473448712456037, 162.0, 1734.8929746308083, 477.63454474665184)
(1.5627699745248749, 164.0, 1771.3537554700877, 493.2228998256771)
(2.1664967679391536, 163.0, 1740.204185509393, 479.3278827132093)
(1.9918239463059941, 163.0, 1743.855798552786, 480.5119749444237)
(4.273348525719819, 164.0, 1729.0910507117703, 475.9551215046697)
(2.7048695681178483, 164.0, 1731.7098897429596, 476.5671844256768)
(1.9304949826136584, 163.0, 1744.9678203518426, 480.91787160510853)
(1.5627583772463332, 164.0, 1771.9129677676756, 493.37548245058844)
(2.5601897980979853, 163.0, 1738.7677679096887, 478.4134486915844)
(1.6043741241400664, 165.0, 1747.2838552336887, 482.37109599773856)
(3.483404750211099, 163.0, 1731.7098897429596, 476.5671844256768)
(2.9007333072938173, 163.0, 1737.1351011211066, 478.2201468170402)
(5.351218805397396, 164.0, 1727.560452514579, 475.42207971617916)
(3.1630387348888447, 164.0, 1731.1591641622185, 476.4376370047099)
(1.9316814156711808, 163.0, 1743.1901207689125, 480.73439540685933)
(3.8847203688594054, 162.0, 1734.9752565882593, 477.21051222400024)
(1.607040685011009, 160.0, 1754.5070955449278, 485.7641599556229)
(1.5916275554236765, 163.0, 1751.0924590853335, 483.56294669301826)
(2.1711435251818645, 162.0, 1742.5587673988057, 480.0635918068457)
(2.4967090852690763, 164.0, 1738.0956852383417, 478.598849515819)
(1.5684267564038585, 168.0, 1770.012491846858, 492.81459411996855)
(2.1676278607251698, 162.0, 1742.6009848927458, 480.02848861296184)
(4.005378670801404, 166.0, 1727.6945608844067, 475.6680014972983)
(2.957883540574079, 168.0, 1729.8865184915921, 476.10549526005343)
(1.8092848700306428, 160.0, 1744.1029910183402, 481.14034988743447)
(5.085096878964317, 164.0, 1727.6203436652538, 475.62541408716106)
(2.6654949155383005, 163.0, 1738.1122899836892, 478.1995619251827)
(2.4652286320235812, 169.0, 1730.8241421119171, 476.3573819482298)
(3.7959408451461134, 164.0, 1731.1427467233405, 476.45247576440266)
(3.194592210620904, 176.0, 1725.9790006715073, 475.1032441604178)
Pareto Front: 
(7.664997730082072, 170.0, 1725.0244816309314, 474.8784710521059)
(2.9905531892237947, 162.0, 1736.047482001674, 478.03914931719396)
(2.4967090852690763, 164.0, 1738.0956852383417, 478.598849515819)
(1.8082932161656002, 162.0, 1744.0041991954108, 481.1374861064019)
(1.5751048895516016, 164.0, 1770.3736116166633, 492.91726033948134)
(2.012869485058264, 163.0, 1741.4522129973288, 480.0210417513324)
(2.5724281821122617, 165.0, 1736.8835228687092, 478.1291379637295)
(4.013117833099698, 163.0, 1731.5979293260225, 476.65979518429026)
(1.6637920614065067, 162.0, 1749.5246581011331, 483.1979900725747)
(1.5807271730979773, 160.0, 1755.628234805562, 485.88894372723945)
(3.385014835151701, 163.0, 1732.743939007054, 476.81709139687064)
(1.750082465062324, 163.0, 1744.4405526017645, 481.7004218275937)
(2.691511014382941, 165.0, 1736.9130443051379, 477.9274534181416)
(1.5671719810224658, 162.0, 1771.783804673844, 493.0100693470771)
(2.928760544945113, 169.0, 1727.7573722656546, 475.6231129942319)
(2.4895764267483065, 165.0, 1739.0918542733705, 479.1272203399368)
(3.877662371345227, 176.0, 1725.9240056308856, 475.0802720289203)
(1.7747224391774237, 167.0, 1744.8330776625899, 480.8884786962429)
(2.607553852230568, 160.0, 1737.566679490469, 478.27963044674914)
(1.5810594455601548, 162.0, 1756.2117992359936, 485.8839056232295)
(4.492104427233167, 163.0, 1731.1693485197281, 476.2579827927722)
(2.2742985441599632, 169.0, 1734.9870778483155, 477.28539164763924)
(2.3913365924778893, 160.0, 1741.1469246790332, 479.66555745124276)
(3.8145686430889123, 173.0, 1725.5131930743075, 475.09717877136626)
(2.4941981224772927, 162.0, 1738.8919882176235, 478.80138067791626)
(4.952027548632878, 164.0, 1728.9345371820345, 475.6841655812679)
(3.194592210620904, 176.0, 1725.9790006715073, 475.1032441604178)
(3.1635650804265087, 166.0, 1728.4598613646833, 475.78547288418144)
(1.5690259171432874, 166.0, 1769.953452639117, 492.81236590097063)
(2.1167006165077074, 162.0, 1742.419049950126, 480.579030894469)
(2.023643434393076, 171.0, 1734.536665568449, 477.19975817027057)
(3.7292468814826076, 165.0, 1730.4845426114823, 476.1792063865515)
(1.9187839295068239, 164.0, 1739.9945858318483, 479.1561799047883)
(4.1050202300431815, 171.0, 1725.0244816309314, 474.8784710521059)
(2.234831364016702, 160.0, 1741.4977261026072, 479.25419855438383)
(1.5665786372757498, 162.0, 1772.406772729935, 493.19322902469094)
(1.640197414639485, 162.0, 1749.6695779569845, 482.96211694290173)
(2.0081931597583322, 162.0, 1746.56889688558, 481.10932965489604)
(2.1664967679391536, 163.0, 1740.204185509393, 479.3278827132093)
(3.114574800211852, 160.0, 1737.395451552464, 478.0224089086936)
(2.6976473594335784, 165.0, 1736.657932002385, 478.0946840470449)
(4.273348525719819, 164.0, 1729.0910507117703, 475.9551215046697)
(4.698826015673701, 164.0, 1728.4558374262062, 475.7961819610274)
(1.6399307905601221, 164.0, 1746.6587718212197, 482.0319577822776)
(2.3752149077346267, 160.0, 1741.540056757731, 479.2455667132156)
(2.5601897980979853, 163.0, 1738.7677679096887, 478.4134486915844)
(2.833649732500154, 170.0, 1725.7190909838887, 475.18212998155866)
(3.879172410783091, 176.0, 1725.6064068364572, 474.9943680784404)
(2.119370257985066, 160.0, 1741.8843848224117, 480.4220553957674)
(4.108714185596103, 162.0, 1731.1468062608506, 476.56019847297546)
(4.522051921263605, 169.0, 1724.816527797324, 474.92043153287)
(4.688165777310539, 164.0, 1728.4598613646833, 475.78547288418144)
(1.9304949826136584, 163.0, 1744.9678203518426, 480.91787160510853)
(2.957883540574079, 168.0, 1729.8865184915921, 476.10549526005343)
(2.125483590154983, 160.0, 1741.7915956006875, 480.6231472807535)
(2.4026026029281953, 166.0, 1736.657932002385, 478.0946840470449)
(3.280732927319266, 162.0, 1734.6264239034813, 477.5610016285242)
(2.1711435251818645, 162.0, 1742.5587673988057, 480.0635918068457)
(2.7701802658318795, 163.0, 1738.1451566359622, 477.9526239970048)
(2.4963890824438466, 164.0, 1738.537372963787, 478.4866466021648)
(1.7254153656489664, 160.0, 1749.9704845789936, 483.12111409667966)
(4.362861256856462, 163.0, 1730.733041830773, 476.2903928475971)
(1.6667834266750239, 160.0, 1750.8673367798795, 483.3786149665058)
(2.2796206603009024, 171.0, 1733.8014643904833, 476.97836990252137)
(1.607040685011009, 160.0, 1754.5070955449278, 485.7641599556229)
(3.0121093909710184, 164.0, 1730.8288339020414, 476.53996372471283)
(3.0362101112826614, 163.0, 1737.7505151297737, 477.86659073053755)
(1.5916275554236765, 163.0, 1751.0924590853335, 483.56294669301826)
(3.2473448712456037, 162.0, 1734.8929746308083, 477.63454474665184)
(1.5627699745248749, 164.0, 1771.3537554700877, 493.2228998256771)
(1.6043741241400664, 165.0, 1747.2838552336887, 482.37109599773856)
(1.9918239463059941, 163.0, 1743.855798552786, 480.5119749444237)
(1.9334654101823496, 163.0, 1743.657477787998, 480.6216040216388)
(2.7048695681178483, 164.0, 1731.7098897429596, 476.5671844256768)
(3.469185494926947, 160.0, 1736.2220315353397, 477.6601489978974)
(1.5705720633515592, 164.0, 1771.2091166560083, 493.02707151959953)
(3.483404750211099, 163.0, 1731.7098897429596, 476.5671844256768)
(1.6040161780008118, 165.0, 1747.6398298737115, 482.4960158519952)
(1.5627583772463332, 164.0, 1771.9129677676756, 493.37548245058844)
(2.826597746318217, 163.0, 1737.514526538638, 478.4596297270664)
(5.351218805397396, 164.0, 1727.560452514579, 475.42207971617916)
(3.7959408451461134, 164.0, 1731.1427467233405, 476.45247576440266)
(1.9316814156711808, 163.0, 1743.1901207689125, 480.73439540685933)
(3.8847203688594054, 162.0, 1734.9752565882593, 477.21051222400024)
(1.66575069110814, 160.0, 1754.9672033799702, 485.75127201610127)
(1.575394493467566, 163.0, 1751.4520874713735, 483.3658014407124)
(5.4090744705908, 163.0, 1730.0320432019935, 476.06121033140096)
(2.9007333072938173, 163.0, 1737.1351011211066, 478.2201468170402)
(1.5684267564038585, 168.0, 1770.012491846858, 492.81459411996855)
(2.1676278607251698, 162.0, 1742.6009848927458, 480.02848861296184)
(1.5659884298510658, 166.0, 1771.6663581339758, 493.10251830305435)
(2.506858250299042, 168.0, 1729.9521148333122, 476.12248173568435)
(2.9985065826110366, 162.0, 1737.9367399965822, 477.99143782153135)
(5.085096878964317, 164.0, 1727.6203436652538, 475.62541408716106)
(1.7245334868405828, 160.0, 1750.5098238268042, 483.24263624449117)
(2.6654949155383005, 163.0, 1738.1122899836892, 478.1995619251827)
(2.4652286320235812, 169.0, 1730.8241421119171, 476.3573819482298)
(3.1630387348888447, 164.0, 1731.1591641622185, 476.4376370047099)
(4.005378670801404, 166.0, 1727.6945608844067, 475.6680014972983)
(1.8092848700306428, 160.0, 1744.1029910183402, 481.14034988743447)

test: test on one with min validation error 0.9545454545454546

 test: avg on sampled pareto set 0.9090909090909091
0
63
gen	evals	std	min                          	avg	max                          
1  	200  	   	[1757.00989364  488.23870788]	   	[1853.94740049  515.59803201]
2  	200  	   	[1743.62647785  488.23870788]	   	[1827.16092072  509.43385076]
3  	200  	   	[1734.14763463  485.51243024]	   	[1799.34138641  505.11805639]
4  	200  	   	[1719.8474686   484.36280612]	   	[1788.72971252  503.72610949]
5  	200  	   	[1711.72175911  477.26628554]	   	[1782.44138196  500.9701514 ]
6  	200  	   	[1687.89350902  469.65952056]	   	[1771.59444785  495.56056088]
7  	200  	   	[1675.5565297  467.4153518]  	   	[1758.59662452  492.38140636]
8  	200  	   	[1670.01838564  467.4153518 ]	   	[1743.1040979   491.77535236]
9  	200  	   	[1647.62128732  465.63196749]	   	[1743.1040979   488.71410456]
10 	200  	   	[1647.62128732  465.63196749]	   	[1716.173359    485.94292352]
11 	200  	   	[1630.31498465  464.5556956 ]	   	[1694.73459295  483.69236834]
12 	200  	   	[1626.89422632  464.40218579]	   	[1689.46828137  483.69236834]
13 	200  	   	[1625.05407025  462.47568736]	   	[1677.65151952  478.98530696]
14 	200  	   	[1603.3726017   457.55269855]	   	[1669.34634159  476.42207618]
15 	200  	   	[1592.20702807  457.55269855]	   	[1667.59885137  472.73624807]
16 	200  	   	[1592.20702807  456.6542744 ]	   	[1662.62107389  472.23305795]
17 	200  	   	[1590.53490795  454.98737036]	   	[1651.2885791   469.81488666]
18 	200  	   	[1582.99310213  453.36847313]	   	[1636.93235436  466.09737943]
19 	200  	   	[1580.95481208  451.45197948]	   	[1617.52847816  463.62012677]
20 	200  	   	[1562.63369864  449.29579534]	   	[1615.64098652  464.0743453 ]
21 	200  	   	[1560.64020839  446.98304429]	   	[1610.54933205  459.24343787]
22 	200  	   	[1548.87741357  446.08628923]	   	[1594.36242267  457.40175562]
23 	200  	   	[1546.1022534   443.42618017]	   	[1593.96398408  455.61858754]
24 	200  	   	[1541.0834137   442.27060568]	   	[1585.06848342  453.11129107]
25 	200  	   	[1530.46744148  441.77664773]	   	[1580.83108113  451.76775655]
26 	200  	   	[1515.55283301  437.50386503]	   	[1577.92880545  451.76775655]
27 	200  	   	[1504.26813619  436.22793686]	   	[1565.44267707  449.45131821]
28 	200  	   	[1504.26813619  434.29260213]	   	[1547.95544822  448.48587049]
29 	200  	   	[1500.71213715  434.29260213]	   	[1547.95544822  447.49881083]
30 	200  	   	[1498.53281001  430.7007184 ]	   	[1537.11011986  443.2027662 ]
31 	200  	   	[1487.59502369  429.49738011]	   	[1531.87971106  440.80852785]
32 	200  	   	[1481.02049193  427.38525621]	   	[1529.49623594  438.04211894]
33 	200  	   	[1474.62612834  425.88507112]	   	[1519.90856214  437.80868945]
34 	200  	   	[1458.00082118  425.23424152]	   	[1513.37982615  435.80669858]
35 	200  	   	[1458.00082118  423.58952772]	   	[1504.15727232  433.08526205]
36 	200  	   	[1450.52271341  421.63419722]	   	[1494.7949971   432.33993207]
37 	200  	   	[1439.15996125  417.40232355]	   	[1486.59430161  430.00246222]
38 	200  	   	[1438.16726759  416.57607936]	   	[1479.98576178  430.00246222]
39 	200  	   	[1425.7304807   413.97693449]	   	[1480.96652378  427.15984832]
40 	200  	   	[1421.34898536  412.96311256]	   	[1469.83559765  425.72418094]
41 	200  	   	[1405.7848347   410.68508904]	   	[1471.03853168  425.72418094]
42 	200  	   	[1396.31122525  409.14884378]	   	[1451.48895314  422.95170624]
43 	200  	   	[1381.24959454  406.87474532]	   	[1446.38703053  419.6726329 ]
44 	200  	   	[1379.20690268  404.62361212]	   	[1434.32708647  420.70263188]
45 	200  	   	[1377.876964    403.30209313]	   	[1422.04785836  414.61327667]
46 	200  	   	[1369.54952424  403.14165335]	   	[1412.26180993  413.93716593]
47 	200  	   	[1365.61423524  401.28639913]	   	[1412.63251756  413.76563292]
48 	200  	   	[1359.79804526  399.77438149]	   	[1402.59821689  413.76563292]
49 	200  	   	[1341.61978608  397.48540937]	   	[1402.39034169  408.98494575]
50 	200  	   	[1341.61978608  396.49003071]	   	[1391.10418472  408.87306082]
51 	200  	   	[1332.9480723   394.45355309]	   	[1389.76633627  404.38518245]
52 	200  	   	[1332.9480723  391.2139525]  	   	[1375.9446932   404.20119243]
53 	200  	   	[1325.2575324  391.2139525]  	   	[1367.4947184   402.68695031]
54 	200  	   	[1313.27136202  389.63224859]	   	[1356.19647151  402.68695031]
55 	200  	   	[1308.96179719  387.02626538]	   	[1353.50876425  401.81080246]
56 	200  	   	[1296.34866713  385.06146553]	   	[1344.3634648   397.74972835]
57 	200  	   	[1296.34866713  383.24740079]	   	[1344.17101744  395.93561345]
58 	200  	   	[1286.38724639  381.99984656]	   	[1340.15568894  393.97043361]
59 	200  	   	[1282.18772817  379.94777612]	   	[1326.97995107  394.86145143]
60 	200  	   	[1271.84426284  378.10359462]	   	[1326.97995107  393.97043361]
61 	200  	   	[1258.42138262  376.43735957]	   	[1322.15416845  393.81003999]
62 	200  	   	[1251.33047511  374.48544386]	   	[1308.43334191  389.73117779]
63 	200  	   	[1250.75147586  372.06510439]	   	[1305.46179824  386.53952136]
64 	200  	   	[1242.0690036   371.13583563]	   	[1299.38971374  384.78448751]
65 	200  	   	[1233.24463923  370.29907137]	   	[1285.4386315   383.43698005]
66 	200  	   	[1229.59656189  368.02690164]	   	[1280.38754203  381.66394681]
67 	200  	   	[1220.3045801   366.54573073]	   	[1272.05772785  381.66394681]
68 	200  	   	[1211.09665738  365.39482458]	   	[1266.16085826  380.792952  ]
69 	200  	   	[1205.29388069  364.09100718]	   	[1260.32269906  379.43903765]
70 	200  	   	[1202.02013991  362.39992055]	   	[1252.71435863  378.33467982]
71 	200  	   	[1192.97419104  361.48188308]	   	[1241.22923476  373.92038085]
72 	200  	   	[1188.03807154  360.89395653]	   	[1239.56257573  373.08905499]
73 	200  	   	[1178.27393108  357.76510888]	   	[1230.06352762  371.40740948]
74 	200  	   	[1167.67481192  356.03412816]	   	[1224.55306169  368.72802834]
75 	200  	   	[1164.2579457   353.26085538]	   	[1222.57726852  367.0684977 ]
76 	200  	   	[1160.8164874   351.77471516]	   	[1214.45777543  364.28401422]
77 	200  	   	[1145.04155115  350.4403468 ]	   	[1206.48269782  361.74298584]
78 	200  	   	[1145.04155115  349.98443784]	   	[1197.58298399  361.74298584]
79 	200  	   	[1134.99314184  346.75499619]	   	[1197.58298399  358.67489872]
80 	200  	   	[1129.76952039  345.61302292]	   	[1192.2334145   358.08962016]
81 	200  	   	[1122.65042359  341.84976176]	   	[1182.21924249  354.74419969]
82 	200  	   	[1111.8843736   339.94490419]	   	[1162.78749237  353.14122157]
83 	200  	   	[1111.61730438  339.74149498]	   	[1158.33049303  353.02666862]
84 	200  	   	[1108.6382102   338.20011795]	   	[1164.28454115  352.67899331]
85 	200  	   	[1100.64264279  337.32036825]	   	[1149.23515509  352.70933857]
86 	200  	   	[1097.15605472  334.70001735]	   	[1144.07625019  350.68494567]
87 	200  	   	[1090.8282475   333.15130022]	   	[1137.8051432  347.7942091]  
88 	200  	   	[1081.94942551  330.53416554]	   	[1134.77233709  347.7942091 ]
89 	200  	   	[1059.471791    330.53416554]	   	[1128.45532516  343.5165291 ]
90 	200  	   	[1059.471791    330.09686062]	   	[1128.45532516  341.87568694]
91 	200  	   	[1059.471791   327.3220073]  	   	[1120.98109706  339.56075389]
92 	200  	   	[1054.46349529  325.14422601]	   	[1109.49782912  341.35825118]
93 	200  	   	[1051.622722    323.89607027]	   	[1100.52797272  341.35825118]
94 	200  	   	[1050.60132644  322.96850643]	   	[1089.90541023  337.77000467]
95 	200  	   	[1037.25999019  322.25457968]	   	[1089.2711352   336.76226749]
96 	200  	   	[1030.12544573  321.64850027]	   	[1082.07341351  334.33890144]
97 	200  	   	[1023.28079323  319.03142653]	   	[1075.43742335  335.53824976]
98 	200  	   	[1018.38124116  316.59392646]	   	[1073.71282413  332.5378753 ]
99 	200  	   	[1014.28129178  316.59392646]	   	[1060.669221    331.83899211]
100	200  	   	[1003.5746951  316.4886739]  	   	[1058.98728518  331.83899211]
101	200  	   	[999.07765652 314.40122336]  	   	[1061.55581475  327.24028509]
102	200  	   	[994.2863165  312.57770824]  	   	[1053.81429929  326.47073167]
103	200  	   	[983.08863827 312.57770824]  	   	[1048.28302174  326.13954882]
104	200  	   	[979.48101472 311.22072368]  	   	[1035.5321016   325.81193671]
105	200  	   	[967.10956448 310.30581163]  	   	[1036.8738687   325.35060198]
106	200  	   	[965.70237756 308.61479329]  	   	[1034.89046983  325.35060198]
107	200  	   	[961.06986419 305.75892311]  	   	[1029.70393303  325.35060198]
108	200  	   	[959.14494513 304.85452417]  	   	[1020.27280299  323.90659634]
109	200  	   	[947.17471861 304.02508006]  	   	[1007.81540631  323.90659634]
110	200  	   	[945.45421482 301.72561627]  	   	[1007.81540631  323.90659634]
111	200  	   	[939.87684031 300.12247717]  	   	[992.67608477 322.87203298]  
112	200  	   	[926.26574567 300.12247717]  	   	[986.05221414 319.04836002]  
113	200  	   	[924.97239852 299.44541342]  	   	[985.68231681 316.57071959]  
114	200  	   	[911.30921493 298.43366165]  	   	[985.68231681 316.10054741]  
115	200  	   	[907.99358571 295.3889762 ]  	   	[974.21848169 316.10054741]  
116	200  	   	[898.50104428 294.62118397]  	   	[965.49560006 310.14565446]  
117	200  	   	[898.50104428 293.18679927]  	   	[964.4287114  308.77967258]  
118	200  	   	[891.85730146 291.44351569]  	   	[964.4287114  308.77967258]  
119	200  	   	[883.5806787  290.60898091]  	   	[948.2207333  308.77967258]  
120	200  	   	[879.13742324 288.22155427]  	   	[935.95618693 308.77967258]  
121	200  	   	[852.90190651 285.65780479]  	   	[927.10527666 306.85340094]  
122	200  	   	[852.90190651 285.3815414 ]  	   	[926.35435983 306.85340094]  
123	200  	   	[851.22364339 284.22627829]  	   	[919.15309708 304.56484046]  
124	200  	   	[851.22364339 282.29342632]  	   	[911.7359028  302.55506322]  
125	200  	   	[846.23573352 281.34718671]  	   	[909.2333019  303.03329715]  
126	200  	   	[836.94189684 281.34718671]  	   	[909.2333019  302.55506322]  
127	200  	   	[831.50033867 280.07946239]  	   	[900.5435217  299.99380731]  
128	200  	   	[823.50701912 277.72781268]  	   	[884.24033889 299.99380731]  
129	200  	   	[822.83860332 276.69083375]  	   	[881.49571014 299.99380731]  
130	200  	   	[816.44364772 275.9343033 ]  	   	[876.84187691 294.5914771 ]  
131	200  	   	[808.83692293 274.35702001]  	   	[868.26864976 291.44808525]  
132	200  	   	[806.8298155  273.05437057]  	   	[865.53112011 287.88184436]  
133	200  	   	[795.93267592 272.32225701]  	   	[864.46345846 286.613238  ]  
134	200  	   	[786.80224069 270.9510822 ]  	   	[846.62491114 286.613238  ]  
135	200  	   	[783.99057625 269.39616314]  	   	[841.94943142 286.613238  ]  
136	200  	   	[783.99057625 268.00417926]  	   	[841.94943142 283.43581754]  
137	200  	   	[778.31184041 266.31979713]  	   	[832.90186021 282.98441372]  
138	200  	   	[772.31909145 265.85655389]  	   	[828.58497707 279.33163182]  
139	200  	   	[763.88734291 263.7716482 ]  	   	[821.64697988 279.1052277 ]  
140	200  	   	[759.83228808 263.7716482 ]  	   	[821.64697988 276.3490386 ]  
141	200  	   	[750.33744293 262.56233217]  	   	[808.7556649 276.3490386]    
142	200  	   	[747.58866038 260.78301724]  	   	[805.76026634 277.83517592]  
143	200  	   	[740.87602986 258.00300832]  	   	[802.0048682  277.83517592]  
144	200  	   	[734.94339701 258.00300832]  	   	[791.67252125 277.83517592]  
145	200  	   	[726.999395   257.43954283]  	   	[791.67252125 272.57877203]  
146	200  	   	[720.68303942 255.38877053]  	   	[782.03420845 270.50063165]  
147	200  	   	[707.84031179 255.38877053]  	   	[781.25537476 269.42752455]  
148	200  	   	[701.95967059 254.0448845 ]  	   	[765.37848831 269.59618983]  
149	200  	   	[701.95967059 252.43575776]  	   	[762.37218665 266.44866229]  
150	200  	   	[694.47418293 252.10597573]  	   	[749.33822301 266.86863546]  
151	200  	   	[687.73566929 249.59767296]  	   	[747.87552116 266.44866229]  
152	200  	   	[687.56083667 249.12919206]  	   	[744.02759823 263.69207702]  
153	200  	   	[681.81956258 248.72117865]  	   	[744.02759823 263.41409403]  
154	200  	   	[678.75480361 246.43314047]  	   	[739.39690803 260.29635481]  
155	200  	   	[671.89776453 245.49980931]  	   	[728.41106736 260.29635481]  
156	200  	   	[669.72638217 244.74258244]  	   	[724.03874962 259.66059516]  
157	200  	   	[655.61886771 244.23715175]  	   	[722.87131552 257.12789058]  
158	200  	   	[649.02000279 243.08486199]  	   	[710.96822959 254.8388238 ]  
159	200  	   	[631.84637471 241.1511931 ]  	   	[709.7376596 254.8388238]    
160	200  	   	[631.84637471 239.76205437]  	   	[709.7376596  254.09490559]  
161	200  	   	[631.84637471 239.43778613]  	   	[699.25352756 254.09490559]  
162	200  	   	[628.60764619 237.60831718]  	   	[688.88891184 252.93958776]  
163	200  	   	[623.29729562 235.93920454]  	   	[681.86994853 252.91680718]  
164	200  	   	[611.69506344 235.07173479]  	   	[671.44712454 252.91680718]  
165	200  	   	[596.64062163 234.35195305]  	   	[663.5432331  252.91680718]  
166	200  	   	[596.64062163 232.38308889]  	   	[663.5432331  250.05469788]  
167	200  	   	[596.64062163 232.25635695]  	   	[661.00388142 247.22309657]  
168	200  	   	[588.73133372 230.64225031]  	   	[650.21605245 243.93055258]  
169	200  	   	[583.9313508  229.74559685]  	   	[640.21729833 243.79094961]  
170	200  	   	[582.17818778 229.38096176]  	   	[640.21729833 243.58260895]  
171	200  	   	[577.47745624 229.00349767]  	   	[640.21729833 246.09284643]  
172	200  	   	[570.99039689 227.54227643]  	   	[629.87678728 241.66568995]  
173	200  	   	[561.33892494 226.77410017]  	   	[626.25495032 241.66568995]  
174	200  	   	[551.1880412  224.74847538]  	   	[622.39193008 242.61130435]  
175	200  	   	[548.98305016 223.82421307]  	   	[618.55131929 243.11230297]  
176	200  	   	[544.62545033 223.82421307]  	   	[614.63231154 243.11230297]  
177	200  	   	[544.26819816 223.33195987]  	   	[614.63231154 243.11230297]  
178	200  	   	[530.57751162 221.23502294]  	   	[604.65712224 243.11230297]  
179	200  	   	[524.30525497 218.96687794]  	   	[593.27274086 242.1079499 ]  
180	200  	   	[515.24127771 217.48048174]  	   	[592.30750705 236.25302762]  
181	200  	   	[504.90538299 215.97091552]  	   	[586.48472766 235.16551361]  
182	200  	   	[504.90538299 215.97091552]  	   	[581.6450075  235.16551361]  
183	200  	   	[498.78930492 215.12996857]  	   	[578.29452637 232.99273243]  
184	200  	   	[493.33395999 215.12996857]  	   	[578.29452637 232.58927755]  
185	200  	   	[489.05379453 213.09808633]  	   	[560.54261593 232.58927755]  
186	200  	   	[484.8504818  210.09636166]  	   	[556.82181823 232.58927755]  
187	200  	   	[480.0525532  210.09636166]  	   	[554.97404604 230.19864726]  
188	200  	   	[476.06338658 210.09636166]  	   	[545.54819731 226.77174418]  
189	200  	   	[471.5483231 209.2519479]    	   	[545.54819731 226.89169847]  
190	200  	   	[467.06649406 209.2519479 ]  	   	[538.12338916 226.77174418]  
191	200  	   	[463.2106108  208.27744331]  	   	[538.12338916 226.77174418]  
192	200  	   	[455.72729017 208.14515718]  	   	[530.10053311 225.78831512]  
193	200  	   	[442.36869263 207.65693514]  	   	[529.20861035 225.78831512]  
194	200  	   	[440.63207645 206.92128309]  	   	[529.20861035 225.78831512]  
195	200  	   	[438.72210329 205.47489878]  	   	[527.16091855 226.58716551]  
196	200  	   	[436.23474312 204.96053384]  	   	[527.16091855 226.58716551]  
197	200  	   	[431.33840112 203.45480014]  	   	[511.52473074 225.94242696]  
198	200  	   	[426.41239609 203.26356311]  	   	[498.2164328  224.23615183]  
199	200  	   	[422.44960337 201.53892193]  	   	[498.98634846 221.49522929]  
200	200  	   	[418.8279588  201.53892193]  	   	[498.2164328  220.67526895]  
[[ 0.68814362  0.12339953  0.12725046 ...  0.0451274   0.04650171
   0.22230822]
 [ 0.04743993  0.40219606  0.23493969 ...  0.28394057 -0.04613025
  -0.09449621]
 [ 0.33927734  0.54308418  0.41450831 ...  0.39462482  0.07423465
   0.03651304]
 ...
 [ 0.15732163  0.32352588  0.07536255 ...  0.52302674  0.11831152
   0.150452  ]
 [ 0.14889865  0.03456906  0.1854119  ...  0.26521004  0.5916068
   0.1938022 ]
 [-0.01342277  0.06969625  0.17702375 ...  0.28194012 -0.02388701
   0.48775622]]
-- End of (successful) evolution --
Best individual is [[ 0.67456353  0.34911215  0.15264711 ...  0.05156     0.02661716
   0.22829625]
 [ 0.03745379  0.40015412  0.22942889 ...  0.27794233 -0.03331059
  -0.24556874]
 [ 0.34330474  0.54056329  0.42753974 ...  0.37561309 -0.21001336
   0.22599282]
 ...
 [ 0.16014125  0.26075386  0.12112378 ...  0.51587327  0.12781298
   0.16958614]
 [ 0.13625     0.02329073  0.4869796  ...  0.32562358  0.58600665
  -0.31465205]
 [ 0.03508456  0.17698885  0.21511021 ...  0.24033635 -0.0212877
   0.52203488]], (418.82795880081187, 214.32300958949608)
63
gen	evals	std	min                          	avg	max                          
1  	200  	   	[1734.43123386  486.2687755 ]	   	[1845.87182449  513.36269872]
2  	200  	   	[1728.42708898  481.32058275]	   	[1813.56040645  509.73203427]
3  	200  	   	[1697.62018088  481.32058275]	   	[1799.86472729  507.845268  ]
4  	200  	   	[1684.12078375  478.11306782]	   	[1774.45382641  498.94334461]
5  	200  	   	[1677.53150937  476.77137328]	   	[1763.59957737  496.64705398]
6  	200  	   	[1671.46577454  472.80873872]	   	[1747.29949621  489.25588803]
7  	200  	   	[1664.93615045  471.18913487]	   	[1730.97834679  487.97794764]
8  	200  	   	[1654.76298928  468.56115155]	   	[1721.07943785  488.06064102]
9  	200  	   	[1641.67950127  466.32309272]	   	[1708.29891666  482.18723764]
10 	200  	   	[1632.50652336  464.77512216]	   	[1698.82710694  478.4738715 ]
11 	200  	   	[1617.74788513  460.47423187]	   	[1679.5363669  478.4738715]  
12 	200  	   	[1609.87102508  458.06908846]	   	[1667.38999618  478.4738715 ]
13 	200  	   	[1600.59962545  458.06908846]	   	[1654.79646858  474.4322086 ]
14 	200  	   	[1595.98769135  454.69739982]	   	[1650.18976309  470.03713585]
15 	200  	   	[1584.90666225  454.69739982]	   	[1633.79569551  469.3721189 ]
16 	200  	   	[1578.16077384  452.76760276]	   	[1629.3536857   464.26772508]
17 	200  	   	[1571.11016841  450.21913201]	   	[1625.1847727   462.90853964]
18 	200  	   	[1558.25054465  447.39206703]	   	[1610.54352772  462.78083365]
19 	200  	   	[1558.25054465  444.13575376]	   	[1602.00542834  458.41084147]
20 	200  	   	[1540.04894728  444.13575376]	   	[1589.69211656  456.7472412 ]
21 	200  	   	[1539.44032314  442.14055794]	   	[1581.48558225  454.77561211]
22 	200  	   	[1534.1726034   441.16375191]	   	[1579.2256289   454.77561211]
23 	200  	   	[1520.59373658  438.26307772]	   	[1566.78657562  450.80337676]
24 	200  	   	[1518.22037407  436.39600721]	   	[1560.3800879   449.47339558]
25 	200  	   	[1503.01884766  435.30227901]	   	[1553.74928891  448.6873547 ]
26 	200  	   	[1496.82360579  432.07822198]	   	[1545.45166374  446.50424975]
27 	200  	   	[1491.12337674  430.79477969]	   	[1538.26329062  442.69451204]
28 	200  	   	[1488.12633002  430.03952519]	   	[1529.96330669  442.43783102]
29 	200  	   	[1471.69996573  427.59476856]	   	[1529.04387072  440.86748933]
30 	200  	   	[1460.17476774  424.49924438]	   	[1522.35331803  436.98485613]
31 	200  	   	[1451.08669605  422.22624717]	   	[1505.52292735  434.48837222]
32 	200  	   	[1451.08669605  422.06519453]	   	[1494.20793324  435.29183659]
33 	200  	   	[1447.37763238  416.91305047]	   	[1490.55509723  431.714675  ]
34 	200  	   	[1443.12755563  415.16618438]	   	[1483.20774578  429.83424734]
35 	200  	   	[1418.18854585  414.44524156]	   	[1478.70701707  427.02001965]
36 	200  	   	[1418.18854585  413.08362342]	   	[1469.0888406   425.56371866]
37 	200  	   	[1418.18854585  412.04650253]	   	[1461.80989061  422.66385932]
38 	200  	   	[1405.29555938  410.75599138]	   	[1457.57512657  422.66385932]
39 	200  	   	[1399.342795    409.04280948]	   	[1443.5435946   422.79600155]
40 	200  	   	[1382.64732888  406.8836225 ]	   	[1435.83891731  419.06407168]
41 	200  	   	[1378.04577751  404.86984997]	   	[1426.81725682  417.55835143]
42 	200  	   	[1365.93253573  400.98905624]	   	[1427.14969004  418.34002071]
43 	200  	   	[1365.93253573  400.98905624]	   	[1418.87773385  411.78727672]
44 	200  	   	[1362.57780264  400.48921461]	   	[1405.73494766  410.08313634]
45 	200  	   	[1353.25847569  398.82906118]	   	[1405.70373564  409.01477192]
46 	200  	   	[1346.36358608  394.87870682]	   	[1405.70373564  408.97996108]
47 	200  	   	[1346.36358608  394.73600025]	   	[1399.01246251  408.97996108]
48 	200  	   	[1327.3864023   392.98854038]	   	[1380.06220188  404.42135329]
49 	200  	   	[1327.3864023   392.04566637]	   	[1376.14121604  404.37043907]
50 	200  	   	[1320.19089536  390.03862973]	   	[1368.27601844  402.77044539]
51 	200  	   	[1301.51651578  388.06755511]	   	[1360.28303312  402.38161329]
52 	200  	   	[1297.540291    386.31020992]	   	[1360.28303312  397.81989664]
53 	200  	   	[1297.540291    384.16614411]	   	[1342.33921069  397.57919751]
54 	200  	   	[1287.85026929  382.67845775]	   	[1333.62667382  395.13464404]
55 	200  	   	[1286.74842496  381.60366085]	   	[1329.05995291  391.56087293]
56 	200  	   	[1275.2874016   379.91416661]	   	[1322.91646443  390.22038798]
57 	200  	   	[1273.68443068  376.98563724]	   	[1322.91646443  390.27848054]
58 	200  	   	[1262.74743114  374.99125205]	   	[1308.59342371  390.27848054]
59 	200  	   	[1256.33259799  374.99125205]	   	[1308.54241813  388.38154118]
60 	200  	   	[1251.92522422  373.1988457 ]	   	[1300.17959075  386.98839725]
61 	200  	   	[1243.91887342  370.63198532]	   	[1289.26541578  383.6163905 ]
62 	200  	   	[1234.75812539  368.76995871]	   	[1280.74447084  382.62084859]
63 	200  	   	[1223.3609242   368.03834366]	   	[1283.53383749  380.18962143]
64 	200  	   	[1217.91849465  365.03826563]	   	[1274.16094683  379.82215039]
65 	200  	   	[1204.49561218  364.69481453]	   	[1262.49546547  376.35259305]
66 	200  	   	[1200.10112808  361.14018782]	   	[1254.70504872  373.88196425]
67 	200  	   	[1187.80307472  359.31619122]	   	[1250.23190691  372.31995447]
68 	200  	   	[1180.33173706  359.31619122]	   	[1236.22078753  371.73962735]
69 	200  	   	[1177.98908205  356.48430912]	   	[1235.76853038  369.58746149]
70 	200  	   	[1172.72388316  353.66782088]	   	[1233.00972322  369.58746149]
71 	200  	   	[1164.22888166  352.81957521]	   	[1219.89045623  367.86121567]
72 	200  	   	[1160.76722385  351.12729735]	   	[1207.57251664  365.33286249]
73 	200  	   	[1148.58021587  349.29016466]	   	[1202.10380959  364.8315491 ]
74 	200  	   	[1140.24329304  348.22196913]	   	[1201.27285069  362.84080186]
75 	200  	   	[1130.88228782  346.89712729]	   	[1195.42703847  358.9377323 ]
76 	200  	   	[1127.70625233  346.22509725]	   	[1179.03935675  358.9377323 ]
77 	200  	   	[1125.24400285  345.24081549]	   	[1173.36922423  357.86440006]
78 	200  	   	[1119.11286555  342.29726453]	   	[1172.83255726  357.13618416]
79 	200  	   	[1109.50959668  342.02831773]	   	[1165.70446084  354.68598487]
80 	200  	   	[1105.30568382  340.47335161]	   	[1158.41166133  351.82581216]
81 	200  	   	[1098.92876717  339.25461613]	   	[1154.9186437   351.82581216]
82 	200  	   	[1093.48661442  337.12742401]	   	[1150.04201448  350.7378789 ]
83 	200  	   	[1082.19758787  335.9529698 ]	   	[1141.47683892  348.59704986]
84 	200  	   	[1072.41181625  332.75373112]	   	[1130.75499592  347.10204984]
85 	200  	   	[1067.36053915  332.59947662]	   	[1130.75499592  344.75876332]
86 	200  	   	[1063.14319423  331.82407792]	   	[1112.38375833  343.09065871]
87 	200  	   	[1056.90756638  328.47864604]	   	[1112.56015013  342.47150291]
88 	200  	   	[1053.9683972   327.54912564]	   	[1101.43893604  343.28985334]
89 	200  	   	[1044.34060349  326.5027258 ]	   	[1101.64196732  340.06818784]
90 	200  	   	[1029.79214394  325.31934757]	   	[1095.81945582  339.02213023]
91 	200  	   	[1029.79214394  322.95675639]	   	[1085.93345365  336.37293177]
92 	200  	   	[1021.79608538  321.08732119]	   	[1085.93345365  336.20408851]
93 	200  	   	[1016.98410944  320.35667516]	   	[1072.8332829  332.6055996]  
94 	200  	   	[1013.28025867  317.87830669]	   	[1072.8332829   332.27655845]
95 	200  	   	[1008.4284927   317.73331946]	   	[1059.65174917  329.82044775]
96 	200  	   	[998.63320627 316.00131552]  	   	[1049.64245942  329.82044775]
97 	200  	   	[993.9722291  314.12939753]  	   	[1043.24605367  326.12211832]
98 	200  	   	[985.18585564 311.49350256]  	   	[1031.04196358  326.12211832]
99 	200  	   	[984.8209345  310.22991295]  	   	[1030.98573908  322.84538919]
100	200  	   	[973.90158354 309.69272427]  	   	[1022.28162273  321.11980007]
101	200  	   	[966.19970935 306.95779313]  	   	[1017.88982825  320.39600327]
102	200  	   	[960.52350609 306.95779313]  	   	[1012.9489356   318.74964452]
103	200  	   	[947.52180725 303.42678289]  	   	[1002.60106921  315.62244802]
104	200  	   	[947.52180725 300.89487588]  	   	[995.29602174 315.51529063]  
105	200  	   	[936.54415825 299.67941801]  	   	[984.4261689  313.71526539]  
106	200  	   	[918.94475564 298.61121009]  	   	[984.03977224 310.73948869]  
107	200  	   	[917.20500175 297.39156205]  	   	[983.58870905 309.31539607]  
108	200  	   	[904.94092802 296.08909466]  	   	[964.26834438 310.68662603]  
109	200  	   	[895.94229478 295.83514471]  	   	[963.51122948 306.89180534]  
110	200  	   	[895.94229478 292.50020869]  	   	[953.28038988 305.55432599]  
111	200  	   	[893.19055393 292.50020869]  	   	[942.55933803 306.48132413]  
112	200  	   	[879.29990474 290.17663502]  	   	[940.63659258 306.48132413]  
113	200  	   	[877.17259647 290.17663502]  	   	[936.90331896 306.48132413]  
114	200  	   	[868.50351224 286.50176475]  	   	[936.90331896 308.27835652]  
115	200  	   	[859.82730666 285.36344485]  	   	[933.68560279 304.81714269]  
116	200  	   	[859.82730666 284.73862508]  	   	[918.84442029 301.27340151]  
117	200  	   	[851.94735344 283.75689666]  	   	[909.98301358 300.54317357]  
118	200  	   	[845.97654425 282.5567962 ]  	   	[916.01184482 298.96029704]  
119	200  	   	[838.70614378 279.95845666]  	   	[909.98301358 297.86992321]  
120	200  	   	[838.70614378 278.69067203]  	   	[908.90447898 296.58774533]  
121	200  	   	[830.31234917 278.69067203]  	   	[893.76342527 295.68758734]  
122	200  	   	[814.17807946 277.73770618]  	   	[889.74141422 295.68758734]  
123	200  	   	[814.17807946 276.40682683]  	   	[887.98955043 295.68758734]  
124	200  	   	[807.71113902 275.25435059]  	   	[883.77299588 294.32877566]  
125	200  	   	[805.51915583 273.36489895]  	   	[883.77299588 287.32627049]  
126	200  	   	[799.84097997 272.31901794]  	   	[873.52560708 286.59674433]  
127	200  	   	[795.16615991 272.23052774]  	   	[867.35489755 286.38238108]  
128	200  	   	[787.29545515 270.3118545 ]  	   	[865.66591816 286.18265083]  
129	200  	   	[777.70286259 269.24601437]  	   	[855.46034532 286.18265083]  
130	200  	   	[774.97963455 268.19187988]  	   	[848.23057517 286.19514527]  
131	200  	   	[774.58229888 267.03193788]  	   	[834.66633045 286.19514527]  
132	200  	   	[769.45180453 265.79244687]  	   	[827.1230381 282.132382 ]    
133	200  	   	[764.0894535  262.41823225]  	   	[810.57739249 280.51866216]  
134	200  	   	[751.78673582 262.41823225]  	   	[810.25892264 280.51866216]  
135	200  	   	[748.51891056 262.41823225]  	   	[810.14100261 280.51866216]  
136	200  	   	[741.28155269 259.41787999]  	   	[803.68700031 279.53866098]  
137	200  	   	[734.19679785 258.01557189]  	   	[798.68024544 278.37585272]  
138	200  	   	[722.30136968 258.01557189]  	   	[796.552448   278.37585272]  
139	200  	   	[719.46410578 257.57248009]  	   	[795.44086027 275.8773566 ]  
140	200  	   	[719.46410578 256.51894712]  	   	[784.44173588 275.8773566 ]  
141	200  	   	[708.16739146 255.22549827]  	   	[783.23188069 275.8773566 ]  
142	200  	   	[702.18508599 253.07159423]  	   	[775.65279911 271.77759641]  
143	200  	   	[695.14785493 253.05526945]  	   	[769.65353453 271.77759641]  
144	200  	   	[687.07345729 250.50304382]  	   	[753.04111866 265.08835429]  
145	200  	   	[683.15692852 250.50304382]  	   	[752.81624916 263.28410182]  
146	200  	   	[678.1525118  250.07504294]  	   	[752.33030933 263.28410182]  
147	200  	   	[676.82890088 247.49242393]  	   	[741.49247582 263.11298519]  
148	200  	   	[668.24790709 246.01986678]  	   	[736.14416556 262.12192251]  
149	200  	   	[658.66187909 246.01986678]  	   	[728.67993309 260.21916692]  
150	200  	   	[653.75219981 245.03443397]  	   	[725.75425498 258.7422298 ]  
151	200  	   	[651.73747562 243.02259316]  	   	[720.66656636 257.72960518]  
152	200  	   	[647.72638161 242.00567947]  	   	[712.76858301 257.16753692]  
153	200  	   	[639.28474151 241.56355907]  	   	[707.25810425 257.16753692]  
154	200  	   	[638.17785184 238.54003097]  	   	[703.86969835 256.66161112]  
155	200  	   	[625.85986988 238.09225188]  	   	[703.86969835 256.66161112]  
156	200  	   	[625.85986988 236.88726054]  	   	[698.95765013 255.22762071]  
157	200  	   	[622.1179409  236.88726054]  	   	[693.47806936 254.12004432]  
158	200  	   	[613.29430989 235.89934724]  	   	[683.53655814 253.15426022]  
159	200  	   	[609.1265044  235.89934724]  	   	[683.53655814 249.43826654]  
160	200  	   	[604.31559216 234.7471612 ]  	   	[675.04595996 251.13809233]  
161	200  	   	[600.20214516 233.69179909]  	   	[667.31347364 252.18782098]  
162	200  	   	[589.28937215 233.25572659]  	   	[663.07269399 252.18782098]  
163	200  	   	[587.31887052 232.16608488]  	   	[655.35989293 245.63223861]  
164	200  	   	[586.1362623  231.41467534]  	   	[653.13989474 245.63223861]  
165	200  	   	[577.08093554 229.99128069]  	   	[647.61483305 245.63223861]  
166	200  	   	[572.88709291 229.43682776]  	   	[636.40857669 244.56959261]  
167	200  	   	[570.65048976 226.85875374]  	   	[636.40857669 244.56959261]  
168	200  	   	[560.37630515 226.81337977]  	   	[629.00413827 243.24550913]  
169	200  	   	[553.08310355 224.93535331]  	   	[629.00413827 240.80134766]  
170	200  	   	[549.64484994 224.16668835]  	   	[613.8723691  239.17195467]  
171	200  	   	[542.80824398 223.348291  ]  	   	[612.78229783 239.16108638]  
172	200  	   	[541.40107319 221.28476971]  	   	[606.07513708 240.02481031]  
173	200  	   	[533.02934952 221.28476971]  	   	[602.09389189 240.02481031]  
174	200  	   	[522.52657997 220.2483729 ]  	   	[591.78582794 240.02481031]  
175	200  	   	[519.94264841 218.67332244]  	   	[590.00740321 237.87924186]  
176	200  	   	[517.71150156 217.44335543]  	   	[578.22374823 236.67160815]  
177	200  	   	[505.21038463 216.73251688]  	   	[566.46702985 233.92700398]  
178	200  	   	[505.21038463 216.73251688]  	   	[567.17529837 229.84131218]  
179	200  	   	[492.33524688 215.42521949]  	   	[561.78590739 229.40009578]  
180	200  	   	[489.16678972 212.01868686]  	   	[553.16946377 229.40009578]  
181	200  	   	[483.31471225 212.01868686]  	   	[552.58845103 227.31103649]  
182	200  	   	[481.24978184 212.01868686]  	   	[548.9938801  228.47024462]  
183	200  	   	[471.86901787 211.31640011]  	   	[552.0961654  228.47024462]  
184	200  	   	[457.9091246  209.23913765]  	   	[544.05588583 228.47024462]  
185	200  	   	[457.9091246  207.43844812]  	   	[539.245386   228.63645398]  
186	200  	   	[457.9091246  207.43844812]  	   	[531.90789276 220.73144528]  
187	200  	   	[448.07636077 205.38222779]  	   	[524.30759235 220.73144528]  
188	200  	   	[448.07636077 202.69816489]  	   	[523.03015887 220.73144528]  
189	200  	   	[443.96962235 202.69816489]  	   	[523.03015887 220.73144528]  
190	200  	   	[437.95969527 202.69816489]  	   	[509.21159522 219.50230626]  
191	200  	   	[431.66585412 202.69816489]  	   	[505.50721832 219.50230626]  
192	200  	   	[430.58832138 200.64471152]  	   	[505.50721832 217.63333912]  
193	200  	   	[402.42122796 200.64471152]  	   	[510.50480298 217.63333912]  
194	200  	   	[402.42122796 200.64471152]  	   	[502.76871306 215.96888975]  
195	200  	   	[402.42122796 198.74495034]  	   	[499.74668895 217.30934235]  
196	200  	   	[402.42122796 198.74495034]  	   	[499.74668895 215.87219408]  
197	200  	   	[395.22727523 198.74495034]  	   	[485.32266931 216.28742126]  
198	200  	   	[387.19982724 198.00713904]  	   	[485.32266931 219.25591807]  
199	200  	   	[378.03051695 197.23324515]  	   	[485.32266931 219.25591807]  
200	200  	   	[375.00513947 196.32739915]  	   	[479.92883329 219.25591807]  
201	200  	   	[369.74974326 194.57968902]  	   	[472.20993539 216.44628641]  
202	200  	   	[369.74974326 194.0524882 ]  	   	[457.02916964 216.94324675]  
203	200  	   	[367.19945311 194.0524882 ]  	   	[457.02916964 214.40373796]  
204	200  	   	[361.21285715 191.91067944]  	   	[442.8761541  215.37266341]  
205	200  	   	[352.91626969 191.20944722]  	   	[442.8761541  215.37266341]  
206	200  	   	[346.88893236 190.56625863]  	   	[437.39993012 211.49296273]  
207	200  	   	[341.22067433 190.56625863]  	   	[431.62432123 210.13813496]  
208	200  	   	[341.22067433 189.24084428]  	   	[431.62432123 210.13813496]  
209	200  	   	[335.84630302 187.01169787]  	   	[431.62432123 208.75324171]  
210	200  	   	[328.95984908 187.01169787]  	   	[418.19709109 207.95385874]  
211	200  	   	[322.83388803 187.01169787]  	   	[418.19709109 207.95385874]  
212	200  	   	[312.91418105 186.40610029]  	   	[418.19709109 206.97698669]  
213	200  	   	[305.50057823 184.64578223]  	   	[401.8499517  207.00089107]  
214	200  	   	[305.50057823 184.58233882]  	   	[401.8499517  207.00089107]  
215	200  	   	[302.84586038 183.90211383]  	   	[400.37077038 207.00089107]  
216	200  	   	[302.24131351 183.56496734]  	   	[397.85592619 207.00089107]  
217	200  	   	[294.17142568 183.11795519]  	   	[386.34838281 206.00053957]  
218	200  	   	[291.29495959 183.11795519]  	   	[386.34838281 206.00053957]  
219	200  	   	[280.87270471 182.17301721]  	   	[382.77341895 204.64654753]  
220	200  	   	[280.87270471 181.93283417]  	   	[382.77341895 198.53363175]  
221	200  	   	[277.22878835 181.42215111]  	   	[382.77341895 198.85277801]  
222	200  	   	[270.69026517 179.79782635]  	   	[382.77341895 198.85277801]  
223	200  	   	[268.15478916 179.69851995]  	   	[359.11381069 198.85277801]  
224	200  	   	[265.35080732 177.9938523 ]  	   	[355.84481297 199.98127761]  
225	200  	   	[256.56668421 177.9938523 ]  	   	[350.45009278 200.83421599]  
226	200  	   	[253.45616789 177.62370024]  	   	[350.45009278 200.83421599]  
227	200  	   	[251.28664157 175.96681901]  	   	[350.45009278 200.83421599]  
228	200  	   	[248.92623459 175.02184354]  	   	[350.45009278 195.51771584]  
229	200  	   	[242.32139344 175.02184354]  	   	[337.48512853 194.99883635]  
230	200  	   	[237.88008025 173.61323799]  	   	[340.97067998 194.3501329 ]  
231	200  	   	[237.51656699 173.61323799]  	   	[335.40667459 194.3501329 ]  
232	200  	   	[231.37987972 173.61323799]  	   	[328.36329781 194.3501329 ]  
233	200  	   	[225.63445287 171.50344068]  	   	[326.50036218 192.48345672]  
234	200  	   	[222.07407753 171.50344068]  	   	[314.9612386  190.56589305]  
235	200  	   	[222.07407753 170.29204186]  	   	[314.9612386  190.56589305]  
236	200  	   	[215.44568791 169.74231277]  	   	[303.65349206 189.58654604]  
237	200  	   	[209.60879847 169.18195695]  	   	[303.65349206 189.58654604]  
238	200  	   	[206.27584257 169.12403639]  	   	[299.05777281 189.3551849 ]  
239	200  	   	[206.27584257 169.12403639]  	   	[296.31594324 192.84436146]  
240	200  	   	[187.32447751 167.36679749]  	   	[296.31594324 192.84436146]  
241	200  	   	[187.32447751 167.36679749]  	   	[296.31594324 188.47244009]  
242	200  	   	[187.32447751 167.36679749]  	   	[296.31594324 188.47244009]  
243	200  	   	[187.32447751 167.36679749]  	   	[284.73884801 188.47244009]  
244	200  	   	[186.75925397 167.36679749]  	   	[284.30566706 187.81884083]  
245	200  	   	[182.20313062 167.36679749]  	   	[284.30566706 185.82738631]  
246	200  	   	[176.46826141 167.06094705]  	   	[284.30566706 186.35524552]  
247	200  	   	[176.10086204 166.07045575]  	   	[284.30566706 186.35524552]  
248	200  	   	[170.75180768 165.74011207]  	   	[269.44934021 186.35524552]  
249	200  	   	[170.75180768 165.66113963]  	   	[250.05569338 186.35524552]  
250	200  	   	[169.73346012 165.37509404]  	   	[250.05569338 185.92672468]  
251	200  	   	[158.2924446  163.66805587]  	   	[250.05569338 185.92672468]  
252	200  	   	[153.98580969 163.66805587]  	   	[247.0906233 186.8890134]    
253	200  	   	[153.98580969 163.39383285]  	   	[245.76098568 186.8890134 ]  
254	200  	   	[153.98580969 163.29810805]  	   	[245.76098568 186.8890134 ]  
255	200  	   	[153.98580969 161.96720575]  	   	[245.76098568 186.8890134 ]  
256	200  	   	[148.41635104 161.33771573]  	   	[242.3709347  180.43458553]  
257	200  	   	[148.41635104 160.47440587]  	   	[236.46339078 180.43458553]  
258	200  	   	[136.25382315 160.47440587]  	   	[236.46339078 180.43458553]  
259	200  	   	[136.25382315 160.47440587]  	   	[232.11852186 180.15830551]  
260	200  	   	[136.25382315 159.98186854]  	   	[226.25199889 180.15830551]  
261	200  	   	[136.25382315 158.79594227]  	   	[222.7862954  177.67545621]  
262	200  	   	[129.82422176 158.79594227]  	   	[222.7862954  177.67545621]  
263	200  	   	[129.82422176 158.79594227]  	   	[222.7862954  179.02739952]  
264	200  	   	[118.70832244 158.03168795]  	   	[222.7862954  179.02739952]  
265	200  	   	[118.70832244 157.71888752]  	   	[199.96666509 179.02739952]  
266	200  	   	[114.64419674 156.62269417]  	   	[199.96666509 178.23834973]  
267	200  	   	[114.64419674 156.37682832]  	   	[197.41315812 177.63500685]  
268	200  	   	[106.44100468 156.37682832]  	   	[195.03760494 176.66003137]  
269	200  	   	[106.44100468 155.37315124]  	   	[209.07777259 175.69747681]  
270	200  	   	[ 95.35936433 155.37315124]  	   	[192.24421283 177.08741257]  
271	200  	   	[ 93.97305146 153.82958087]  	   	[192.24421283 176.85075136]  
272	200  	   	[ 93.97305146 153.82958087]  	   	[188.13028288 176.85075136]  
273	200  	   	[ 93.97305146 153.82958087]  	   	[188.13028288 176.85075136]  
274	200  	   	[ 87.03163708 153.77222376]  	   	[175.96280444 174.54129187]  
275	200  	   	[ 87.03163708 152.80866838]  	   	[171.39082783 174.96247566]  
276	200  	   	[ 87.03163708 152.80866838]  	   	[171.39082783 174.96247566]  
277	200  	   	[ 87.03163708 150.42550328]  	   	[171.39082783 174.96247566]  
278	200  	   	[ 82.8063839  150.42550328]  	   	[171.39082783 172.48627485]  
279	200  	   	[ 82.47543885 150.42550328]  	   	[166.20168081 172.48627485]  
280	200  	   	[ 81.08786648 150.42550328]  	   	[166.20168081 172.48627485]  
281	200  	   	[ 78.19363978 149.47141384]  	   	[158.27771573 172.32738601]  
282	200  	   	[ 77.76592228 149.47141384]  	   	[158.27771573 172.55764667]  
283	200  	   	[ 77.76592228 149.47141384]  	   	[143.62139225 171.30836503]  
284	200  	   	[ 70.33887379 148.1279852 ]  	   	[140.60707668 171.30836503]  
285	200  	   	[ 70.33887379 148.1279852 ]  	   	[140.60707668 171.30836503]  
286	200  	   	[ 67.96196054 148.1279852 ]  	   	[140.60707668 171.08408846]  
287	200  	   	[ 67.96196054 148.1279852 ]  	   	[137.35214165 173.50285226]  
288	200  	   	[ 67.09631495 147.7003562 ]  	   	[137.35214165 173.50285226]  
289	200  	   	[ 61.97868039 146.56947863]  	   	[137.35214165 171.08408846]  
290	200  	   	[ 58.43425813 146.56947863]  	   	[135.8114796  171.08408846]  
291	200  	   	[ 58.43425813 146.56947863]  	   	[133.44930101 167.03656095]  
292	200  	   	[ 56.41031047 146.56947863]  	   	[133.44930101 167.03656095]  
293	200  	   	[ 56.41031047 146.56947863]  	   	[128.69625459 166.31281646]  
294	200  	   	[ 56.41031047 145.24157738]  	   	[124.76375924 166.31281646]  
295	200  	   	[ 56.41031047 145.24157738]  	   	[124.76375924 165.13982179]  
296	200  	   	[ 56.41031047 145.18942682]  	   	[124.76375924 165.13982179]  
297	200  	   	[ 56.41031047 145.08496515]  	   	[124.76375924 165.13982179]  
298	200  	   	[ 55.10063985 144.42595892]  	   	[124.76375924 165.55778415]  
299	200  	   	[ 55.10063985 144.42595892]  	   	[122.06193715 164.18169948]  
300	200  	   	[ 52.3811294  143.47926478]  	   	[123.74845146 163.61977396]  
[[ 0.51946559 -0.02538925  0.24963563 ...  0.15551825 -0.02508303
  -0.20710461]
 [-0.02481663  0.55139219  0.08184416 ...  0.10347698 -0.0530619
  -0.14944714]
 [ 0.13055363  0.08810952  0.62887015 ... -0.0504722   0.10636646
  -0.12110659]
 ...
 [ 0.15943307  0.08787144 -0.234229   ...  0.48909191  0.01630126
   0.24118111]
 [-0.30871152 -0.08060629 -0.06937239 ... -0.05901567  0.5663043
  -0.12511877]
 [-0.0507988  -0.00502123  0.13543633 ...  0.05480446 -0.07027824
   0.28167957]]
-- End of (successful) evolution --
Best individual is [[ 0.53212018 -0.02261925  0.35661055 ...  0.18787702 -0.04380278
  -0.21230091]
 [-0.04709669  0.4613937   0.09031969 ...  0.11743351 -0.05828616
  -0.17481481]
 [ 0.13976355 -0.01353149  0.56754181 ... -0.05774093  0.11896889
  -0.1383409 ]
 ...
 [ 0.16187677  0.08413746 -0.23097966 ...  0.45990856  0.00719917
   0.24105038]
 [-0.30904405 -0.08174455 -0.07503135 ... -0.05975688  0.5483373
  -0.08808379]
 [-0.07845594  0.03156913  0.16551041 ...  0.0580444  -0.08899689
   0.29013401]], (52.381129400664165, 158.1862283320999)
2018-04-15 22:10:38.843612: W tensorflow/core/platform/cpu_feature_guard.cc:45] The TensorFlow library wasn't compiled to use SSE4.1 instructions, but these are available on your machine and could speed up CPU computations.
2018-04-15 22:10:38.843654: W tensorflow/core/platform/cpu_feature_guard.cc:45] The TensorFlow library wasn't compiled to use SSE4.2 instructions, but these are available on your machine and could speed up CPU computations.
2018-04-15 22:10:38.843664: W tensorflow/core/platform/cpu_feature_guard.cc:45] The TensorFlow library wasn't compiled to use AVX instructions, but these are available on your machine and could speed up CPU computations.
[[0.39650172 0.38445205 0.40034681 0.36197932 0.35428894 0.33694149
  0.29570552 0.27781813 0.55058428 0.27828561 0.32576182 0.28272613
  0.28575879 0.2921238  0.3017004  0.4187367  0.37480631 0.23610242
  0.24793891 0.26541247 0.40274956 0.45561994 0.33872192 0.43281298
  0.45215642 0.42109012 0.31339371 0.26216693 0.27023901 0.36473853
  0.33993003 0.36010188 0.        ]
 [0.55598907 0.26021088 0.20670497 0.46747613 0.27929191 0.1788004
  0.21516142 0.45347049 0.42166303 0.1779069  0.17464274 0.28987003
  0.2605385  0.27352301 0.45502627 0.57120646 0.39290892 0.27104378
  0.28598231 0.40669798 0.31221305 0.31833593 0.4121974  0.39527924
  0.34655817 0.21585364 0.30359331 0.5992325  0.35357221 0.28721208
  0.25086479 0.33409136 0.        ]
 [0.45206109 0.44436269 0.31258711 0.37395564 0.35047642 0.22556598
  0.2456123  0.35579267 0.4477927  0.2534324  0.27404207 0.30557358
  0.32255916 0.31591578 0.36215427 0.48143036 0.38119135 0.25737886
  0.24387517 0.20805389 0.42268755 0.36850189 0.39941869 0.46010055
  0.460571   0.30963877 0.28916561 0.34653197 0.32255916 0.23992721
  0.30790985 0.48153649 0.        ]]
[[0.39650172 0.38445205 0.40034681 0.36197932 0.35428894 0.33694149
  0.29570552 0.27781813 0.55058428 0.27828561 0.32576182 0.28272613
  0.28575879 0.2921238  0.3017004  0.4187367  0.37480631 0.23610242
  0.24793891 0.26541247 0.40274956 0.45561994 0.33872192 0.43281298
  0.45215642 0.42109012 0.31339371 0.26216693 0.27023901 0.36473853
  0.33993003 0.36010188 0.        ]
 [0.55598907 0.26021088 0.20670497 0.46747613 0.27929191 0.1788004
  0.21516142 0.45347049 0.42166303 0.1779069  0.17464274 0.28987003
  0.2605385  0.27352301 0.45502627 0.57120646 0.39290892 0.27104378
  0.28598231 0.40669798 0.31221305 0.31833593 0.4121974  0.39527924
  0.34655817 0.21585364 0.30359331 0.5992325  0.35357221 0.28721208
  0.25086479 0.33409136 0.        ]
 [0.45206109 0.44436269 0.31258711 0.37395564 0.35047642 0.22556598
  0.2456123  0.35579267 0.4477927  0.2534324  0.27404207 0.30557358
  0.32255916 0.31591578 0.36215427 0.48143036 0.38119135 0.25737886
  0.24387517 0.20805389 0.42268755 0.36850189 0.39941869 0.46010055
  0.460571   0.30963877 0.28916561 0.34653197 0.32255916 0.23992721
  0.30790985 0.48153649 0.        ]]
here network object created
After population initialisation 0.05587315559387207
<class 'list'>
After feedforward 11.16318964958191
gen	evals	std	min                                     	avg	max                                     
0  	100  	   	[  1.58506972 336.59869316 160.        ]	   	[  2.60091514 468.99757362 160.        ]

here in gen no. 1
1st gen after newpool 0.15743565559387207
1  	100  	   	[  1.52559051 325.67695685 160.        ]	   	[  2.0843103  392.83731749 162.        ]
generation done

here in gen no. 2
2  	100  	   	[  1.52559051 325.67695685 160.        ]	   	[  1.86472697 373.46025626 164.        ]
generation done

here in gen no. 3
3  	100  	   	[  1.52559051 325.67695685 160.        ]	   	[  1.79908883 361.38307538 164.        ]
generation done

here in gen no. 4
4  	100  	   	[  1.52559051 325.67695685 160.        ]	   	[  1.74661456 351.52483116 165.        ]
generation done

here in gen no. 5
5  	100  	   	[  1.52559051 325.67695685 160.        ]	   	[  1.78824289 347.93217422 166.        ]
generation done

here in gen no. 6
6  	100  	   	[  1.51767278 321.45291587 160.        ]	   	[  1.70968428 342.60147201 168.        ]
generation done

here in gen no. 7
7  	100  	   	[  1.51767278 321.45291587 160.        ]	   	[  1.69840614 340.43063204 166.        ]
generation done

here in gen no. 8
8  	100  	   	[  1.51767278 321.45291587 160.        ]	   	[  1.69434724 338.37213174 166.        ]
generation done

here in gen no. 9
9  	100  	   	[  1.5050299  318.83932883 160.        ]	   	[  1.61962738 334.72103532 166.        ]
generation done

here in gen no. 10
10 	100  	   	[  1.5050299  318.83932883 160.        ]	   	[  1.61962738 333.97321407 166.        ]
generation done

here in gen no. 11
11 	100  	   	[  1.48965969 318.83932883 160.        ]	   	[  1.6218701  330.86051506 166.        ]
generation done

here in gen no. 12
12 	100  	   	[  1.48965969 318.15451201 160.        ]	   	[  1.6218701  328.47777519 167.        ]
generation done

here in gen no. 13
13 	100  	   	[  1.48965969 318.15451201 160.        ]	   	[  1.6218701  328.47777519 167.        ]
generation done

here in gen no. 14
14 	100  	   	[  1.47696125 316.73898831 160.        ]	   	[  1.6218701  325.80794555 168.        ]
generation done

here in gen no. 15
15 	100  	   	[  1.44562449 311.4376089  160.        ]	   	[  1.60918365 324.91142799 170.        ]
generation done

here in gen no. 16
16 	100  	   	[  1.44562449 311.4376089  160.        ]	   	[  1.60918365 323.73254603 170.        ]
generation done

here in gen no. 17
17 	100  	   	[  1.44562449 311.4376089  160.        ]	   	[  1.60918365 322.97679492 171.        ]
generation done

here in gen no. 18
18 	100  	   	[  1.44562449 311.4376089  160.        ]	   	[  1.60918365 322.13611126 171.        ]
generation done

here in gen no. 19
19 	100  	   	[  1.44562449 309.61543861 160.        ]	   	[  1.58297092 321.12945319 173.        ]
generation done

here in gen no. 20
gen: 20 doing clustering
doing bp
validation 0.49523809523809514
78.57714
validation 0.4904761904761904
78.78029
validation 0.488095238095238
78.98046
validation 0.48571428571428565
79.17774
time  13.977143049240112
now ending
validation 0.37857142857142856
77.15236
validation 0.3714285714285714
77.394745
validation 0.369047619047619
77.63292
validation 0.36666666666666664
77.86704
time  18.099435329437256
now ending
validation 0.48571428571428565
78.82661
validation 0.4904761904761904
79.03449
time  9.674941301345825
now ending
validation 0.5619047619047619
80.130486
validation 0.5619047619047619
80.314674
validation 0.5642857142857143
80.49643
time  17.950408458709717
now ending
20 	100  	   	[  1.42544159 307.96025536 160.        ]	   	[  1.58297092 320.84200967 173.        ]
generation done

here in gen no. 21
21 	100  	   	[  1.42544159 304.18659325 160.        ]	   	[  1.58297092 320.33230574 172.        ]
generation done

here in gen no. 22
22 	100  	   	[  1.42544159 304.18659325 160.        ]	   	[  1.57285558 320.17748356 174.        ]
generation done

here in gen no. 23
23 	100  	   	[  1.42544159 302.3744064  160.        ]	   	[  1.57285558 318.2607732  174.        ]
generation done

here in gen no. 24
24 	100  	   	[  1.42544159 302.3744064  160.        ]	   	[  1.57285558 318.2607732  174.        ]
generation done

here in gen no. 25
25 	100  	   	[  1.42544159 302.3744064  160.        ]	   	[  1.61102006 318.14964735 172.        ]
generation done

here in gen no. 26
26 	100  	   	[  1.42353746 302.3744064  160.        ]	   	[  1.7592988  316.94464348 172.        ]
generation done

here in gen no. 27
27 	100  	   	[  1.42353746 300.76825622 160.        ]	   	[  1.7592988  316.94464348 172.        ]
generation done

here in gen no. 28
28 	100  	   	[  1.42292136 300.76825622 160.        ]	   	[  1.57024303 316.94464348 174.        ]
generation done

here in gen no. 29
29 	100  	   	[  1.41744686 299.51620168 160.        ]	   	[  1.62267896 314.91485284 174.        ]
generation done

here in gen no. 30
30 	100  	   	[  1.41744686 299.51620168 160.        ]	   	[  1.62881043 311.52997562 175.        ]
generation done

here in gen no. 31
31 	100  	   	[  1.41744686 296.6592114  160.        ]	   	[  1.62881043 309.83598625 177.        ]
generation done

here in gen no. 32
32 	100  	   	[  1.41499294 295.36132057 160.        ]	   	[  1.67052621 309.83598625 177.        ]
generation done

here in gen no. 33
33 	100  	   	[  1.40905762 295.36132057 160.        ]	   	[  1.60393611 309.0820812  179.        ]
generation done

here in gen no. 34
34 	100  	   	[  1.40727112 295.34312106 160.        ]	   	[  1.60393611 308.78607095 181.        ]
generation done

here in gen no. 35
35 	100  	   	[  1.39723004 292.5390922  160.        ]	   	[  1.60393611 307.90724042 181.        ]
generation done

here in gen no. 36
36 	100  	   	[  1.39723004 292.5390922  160.        ]	   	[  1.60393611 307.08933023 181.        ]
generation done

here in gen no. 37
37 	100  	   	[  1.37399442 291.49085431 160.        ]	   	[  1.60393611 307.67056659 181.        ]
generation done

here in gen no. 38
38 	100  	   	[  1.37399442 291.49085431 160.        ]	   	[  1.60393611 306.356217   181.        ]
generation done

here in gen no. 39
39 	100  	   	[  1.37399442 291.49085431 160.        ]	   	[  1.60393611 306.356217   183.        ]
generation done

here in gen no. 40
40 	100  	   	[  1.37399442 291.49085431 160.        ]	   	[  1.60393611 304.83525337 181.        ]
generation done

here in gen no. 41
41 	100  	   	[  1.37399442 290.26983958 160.        ]	   	[  1.60393611 303.91795393 182.        ]
generation done

here in gen no. 42
42 	100  	   	[  1.37399442 286.35672747 160.        ]	   	[  1.68308832 302.93724671 183.        ]
generation done

here in gen no. 43
43 	100  	   	[  1.34394851 286.35672747 160.        ]	   	[  1.60427714 316.25055881 183.        ]
generation done

here in gen no. 44
44 	100  	   	[  1.34394851 286.35672747 160.        ]	   	[  1.60427714 306.13664788 183.        ]
generation done

here in gen no. 45
45 	100  	   	[  1.34394851 282.89678628 160.        ]	   	[  1.60393611 302.93724671 183.        ]
generation done

here in gen no. 46
46 	100  	   	[  1.34394851 282.89678628 160.        ]	   	[  1.56811963 303.33637607 183.        ]
generation done

here in gen no. 47
47 	100  	   	[  1.31707846 282.89678628 160.        ]	   	[  1.53429611 301.08179876 184.        ]
generation done

here in gen no. 48
48 	100  	   	[  1.31707846 282.89678628 160.        ]	   	[  1.53429611 301.08179876 184.        ]
generation done

here in gen no. 49
49 	100  	   	[  1.31707846 282.89678628 160.        ]	   	[  1.70623154 301.81987639 184.        ]
generation done

here in gen no. 50
50 	100  	   	[  1.31707846 282.89678628 160.        ]	   	[  1.54093252 300.30967759 184.        ]
generation done

here in gen no. 51
51 	100  	   	[  1.31707846 282.89678628 160.        ]	   	[  1.53527772 300.30967759 185.        ]
generation done

here in gen no. 52
52 	100  	   	[  1.31707846 281.05112784 160.        ]	   	[  1.61230548 298.81813113 186.        ]
generation done

here in gen no. 53
53 	100  	   	[  1.31707846 280.83522067 160.        ]	   	[  1.61230548 297.28042108 187.        ]
generation done

here in gen no. 54
54 	100  	   	[  1.31707846 279.5139041  160.        ]	   	[  1.61230548 297.2623566  189.        ]
generation done

here in gen no. 55
55 	100  	   	[  1.31707846 278.46451644 160.        ]	   	[  1.61230548 296.27719176 188.        ]
generation done

here in gen no. 56
56 	100  	   	[  1.31707846 276.2995156  160.        ]	   	[  1.53527772 295.83784966 188.        ]
generation done

here in gen no. 57
57 	100  	   	[  1.31707846 276.2995156  160.        ]	   	[  1.53527772 294.75486006 188.        ]
generation done

here in gen no. 58
58 	100  	   	[  1.30456454 274.84669164 160.        ]	   	[  1.53527772 294.75486006 188.        ]
generation done

here in gen no. 59
59 	100  	   	[  1.30456454 272.24343994 160.        ]	   	[  1.70967804 294.31418134 188.        ]
generation done

here in gen no. 60
60 	100  	   	[  1.30456454 272.24343994 160.        ]	   	[  1.70967804 294.31418134 188.        ]
generation done

here in gen no. 61
61 	100  	   	[  1.30456454 271.58555169 160.        ]	   	[  1.70967804 294.31418134 188.        ]
generation done

here in gen no. 62
62 	100  	   	[  1.30456454 268.33987086 160.        ]	   	[  1.70967804 294.31418134 189.        ]
generation done

here in gen no. 63
63 	100  	   	[  1.30456454 265.91559125 160.        ]	   	[  1.70967804 293.04524645 190.        ]
generation done

here in gen no. 64
64 	100  	   	[  1.30456454 265.91559125 160.        ]	   	[  1.70967804 293.04524645 190.        ]
generation done

here in gen no. 65
65 	100  	   	[  1.30456454 265.91559125 160.        ]	   	[  1.70967804 291.35712236 191.        ]
generation done

here in gen no. 66
66 	100  	   	[  1.30456454 265.91559125 160.        ]	   	[  1.70967804 291.35712236 191.        ]
generation done

here in gen no. 67
67 	100  	   	[  1.30456454 265.91559125 160.        ]	   	[  1.70967804 292.44735374 192.        ]
generation done

here in gen no. 68
68 	100  	   	[  1.30456454 265.88631298 160.        ]	   	[  1.53965807 292.44735374 193.        ]
generation done

here in gen no. 69
69 	100  	   	[  1.30456454 254.40941958 160.        ]	   	[  1.53965807 292.44735374 193.        ]
generation done

here in gen no. 70
70 	100  	   	[  1.30456454 254.40941958 160.        ]	   	[  1.53170081 292.44735374 194.        ]
generation done

here in gen no. 71
71 	100  	   	[  1.30456454 254.40941958 160.        ]	   	[  1.65042482 290.32025531 194.        ]
generation done

here in gen no. 72
72 	100  	   	[  1.30456454 254.40941958 160.        ]	   	[  1.4935516 290.8146308 196.       ]   
generation done

here in gen no. 73
73 	100  	   	[  1.30456454 254.40941958 160.        ]	   	[  1.56094357 291.64295017 196.        ]
generation done

here in gen no. 74
74 	100  	   	[  1.30456454 254.40941958 160.        ]	   	[  1.56094357 291.64295017 197.        ]
generation done

here in gen no. 75
75 	100  	   	[  1.30032546 254.40941958 160.        ]	   	[  1.56094357 291.64295017 197.        ]
generation done

here in gen no. 76
76 	100  	   	[  1.29444617 254.40941958 160.        ]	   	[  1.51028122 291.64295017 197.        ]
generation done

here in gen no. 77
77 	100  	   	[  1.29444617 254.40941958 160.        ]	   	[  1.51028122 289.79553621 197.        ]
generation done

here in gen no. 78
78 	100  	   	[  1.24939336 254.40941958 160.        ]	   	[  1.51028122 288.29103828 198.        ]
generation done

here in gen no. 79
79 	100  	   	[  1.24939336 252.57844312 160.        ]	   	[  1.61784313 288.29103828 198.        ]
generation done

here in gen no. 80
80 	100  	   	[  1.24939336 252.57844312 160.        ]	   	[  1.61784313 285.77973506 198.        ]
generation done

here in gen no. 81
81 	100  	   	[  1.24939336 252.57844312 160.        ]	   	[  1.61784313 284.22743488 199.        ]
generation done

here in gen no. 82
82 	100  	   	[  1.24251971 252.57844312 160.        ]	   	[  1.61784313 284.22743488 199.        ]
generation done

here in gen no. 83
83 	100  	   	[  1.24251971 252.57844312 160.        ]	   	[  1.62726205 284.22743488 199.        ]
generation done

here in gen no. 84
84 	100  	   	[  1.24251971 252.57844312 160.        ]	   	[  1.62726205 284.22743488 199.        ]
generation done

here in gen no. 85
85 	100  	   	[  1.24251971 252.57844312 160.        ]	   	[  1.68330107 283.61558951 199.        ]
generation done

here in gen no. 86
86 	100  	   	[  1.24251971 252.57844312 160.        ]	   	[  1.68330107 280.67447206 199.        ]
generation done

here in gen no. 87
87 	100  	   	[  1.24251971 252.57844312 160.        ]	   	[  1.68330107 280.67447206 199.        ]
generation done

here in gen no. 88
88 	100  	   	[  1.24251971 252.02090311 160.        ]	   	[  1.68330107 280.67447206 199.        ]
generation done

here in gen no. 89
89 	100  	   	[  1.24251971 252.02090311 160.        ]	   	[  1.68330107 280.67447206 200.        ]
generation done

here in gen no. 90
90 	100  	   	[  1.24251971 251.47409502 160.        ]	   	[  1.68330107 280.67447206 200.        ]
generation done

here in gen no. 91
91 	100  	   	[  1.24251971 251.47409502 160.        ]	   	[  1.68330107 279.32979285 200.        ]
generation done

here in gen no. 92
92 	100  	   	[  1.23907175 251.47409502 160.        ]	   	[  1.64689788 277.86333303 200.        ]
generation done

here in gen no. 93
93 	100  	   	[  1.23907175 251.47409502 160.        ]	   	[  1.64689788 277.10238873 200.        ]
generation done

here in gen no. 94
94 	100  	   	[  1.23199104 251.47409502 160.        ]	   	[  1.69163319 277.10238873 200.        ]
generation done

here in gen no. 95
95 	100  	   	[  1.21317938 251.47409502 160.        ]	   	[  1.69163319 276.64799687 201.        ]
generation done

here in gen no. 96
96 	100  	   	[  1.21317938 251.47409502 160.        ]	   	[  1.69163319 276.64799687 201.        ]
generation done

here in gen no. 97
97 	100  	   	[  1.21317938 251.47409502 160.        ]	   	[  1.69163319 276.64799687 201.        ]
generation done

here in gen no. 98
98 	100  	   	[  1.21317938 251.47409502 160.        ]	   	[  1.65885813 275.6597187  201.        ]
generation done

here in gen no. 99
99 	100  	   	[  1.21317938 251.47409502 160.        ]	   	[  1.65885813 275.6597187  201.        ]
generation done

here in gen no. 100
100	100  	   	[  1.21317938 251.47409502 160.        ]	   	[  1.65885813 275.6597187  201.        ]
generation done

here in gen no. 101
101	100  	   	[  1.21317938 251.47409502 160.        ]	   	[  1.65885813 275.14819072 201.        ]
generation done

here in gen no. 102
102	100  	   	[  1.21317938 251.47409502 160.        ]	   	[  1.65885813 272.64505949 201.        ]
generation done

here in gen no. 103
103	100  	   	[  1.21317938 251.11783559 160.        ]	   	[  1.65885813 271.32410299 201.        ]
generation done

here in gen no. 104
104	100  	   	[  1.21317938 250.29589279 160.        ]	   	[  1.65885813 271.32410299 201.        ]
generation done

here in gen no. 105
105	100  	   	[  1.21317938 249.34321425 160.        ]	   	[  1.53309048 271.32410299 202.        ]
generation done

here in gen no. 106
106	100  	   	[  1.20820675 249.34321425 160.        ]	   	[  1.82779967 330.96082045 202.        ]
generation done

here in gen no. 107
107	100  	   	[  1.20252911 249.34321425 160.        ]	   	[  1.53309048 271.88513773 202.        ]
generation done

here in gen no. 108
108	100  	   	[  1.20252911 249.34321425 160.        ]	   	[  1.53309048 271.88513773 202.        ]
generation done

here in gen no. 109
109	100  	   	[  1.20252911 248.74161334 160.        ]	   	[  1.53309048 271.32410299 204.        ]
generation done

here in gen no. 110
110	100  	   	[  1.20252911 248.74161334 160.        ]	   	[  1.53309048 270.8627616  204.        ]
generation done

here in gen no. 111
111	100  	   	[  1.20252911 248.74161334 160.        ]	   	[  1.53309048 269.46999421 204.        ]
generation done

here in gen no. 112
112	100  	   	[  1.20252911 248.74161334 160.        ]	   	[  1.40296131 267.57900992 204.        ]
generation done

here in gen no. 113
113	100  	   	[  1.20252911 248.74161334 160.        ]	   	[  1.40296131 267.57900992 204.        ]
generation done

here in gen no. 114
114	100  	   	[  1.20252911 248.74161334 160.        ]	   	[  1.43712226 267.57900992 204.        ]
generation done

here in gen no. 115
115	100  	   	[  1.20252911 248.74161334 160.        ]	   	[  1.43712226 267.57900992 204.        ]
generation done

here in gen no. 116
116	100  	   	[  1.20252911 248.74161334 160.        ]	   	[  1.43712226 267.57900992 204.        ]
generation done

here in gen no. 117
117	100  	   	[  1.20252911 248.74161334 160.        ]	   	[  1.43712226 267.49932024 204.        ]
generation done

here in gen no. 118
118	100  	   	[  1.20252911 248.74161334 160.        ]	   	[  1.43712226 267.49932024 204.        ]
generation done

here in gen no. 119
119	100  	   	[  1.20218114 248.74161334 160.        ]	   	[  1.43712226 268.23498609 204.        ]
generation done

here in gen no. 120
120	100  	   	[  1.20218114 248.32470065 160.        ]	   	[  1.43712226 268.23498609 204.        ]
generation done

here in gen no. 121
121	100  	   	[  1.20218114 248.32470065 160.        ]	   	[  1.43712226 268.23498609 206.        ]
generation done

here in gen no. 122
122	100  	   	[  1.20218114 248.32470065 160.        ]	   	[  1.43712226 268.23498609 205.        ]
generation done

here in gen no. 123
123	100  	   	[  1.20218114 248.32470065 160.        ]	   	[  1.43712226 269.08944664 205.        ]
generation done

here in gen no. 124
124	100  	   	[  1.20218114 248.32470065 160.        ]	   	[  1.56401701 269.08944664 205.        ]
generation done

here in gen no. 125
125	100  	   	[  1.20218114 248.32470065 160.        ]	   	[  1.43712226 269.08944664 205.        ]
generation done

here in gen no. 126
126	100  	   	[  1.20218114 248.32470065 160.        ]	   	[  1.43712226 269.08944664 206.        ]
generation done

here in gen no. 127
127	100  	   	[  1.20211183 248.32470065 160.        ]	   	[  1.43712226 267.386088   206.        ]
generation done

here in gen no. 128
128	100  	   	[  1.20211183 248.32470065 160.        ]	   	[  1.43712226 267.386088   206.        ]
generation done

here in gen no. 129
129	100  	   	[  1.20211183 248.32470065 160.        ]	   	[  1.43712226 267.386088   206.        ]
generation done

here in gen no. 130
130	100  	   	[  1.20211183 248.28980824 160.        ]	   	[  1.43712226 267.37704889 206.        ]
generation done

here in gen no. 131
131	100  	   	[  1.20211183 248.28980824 160.        ]	   	[  1.43712226 267.37704889 206.        ]
generation done

here in gen no. 132
132	100  	   	[  1.20211183 248.28980824 160.        ]	   	[  1.43712226 267.37704889 206.        ]
generation done

here in gen no. 133
133	100  	   	[  1.20211183 248.28980824 160.        ]	   	[  1.43712226 267.37704889 206.        ]
generation done

here in gen no. 134
134	100  	   	[  1.20211183 241.44615741 160.        ]	   	[  1.50134558 266.37796822 206.        ]
generation done

here in gen no. 135
135	100  	   	[  1.20211183 241.44615741 160.        ]	   	[  1.50134558 266.37796822 206.        ]
generation done

here in gen no. 136
136	100  	   	[  1.20211183 241.44615741 160.        ]	   	[  1.50134558 266.37796822 206.        ]
generation done

here in gen no. 137
137	100  	   	[  1.20211183 241.44615741 160.        ]	   	[  1.50134558 266.37796822 206.        ]
generation done

here in gen no. 138
138	100  	   	[  1.20211183 235.0576059  160.        ]	   	[  1.50134558 266.37796822 206.        ]
generation done

here in gen no. 139
139	100  	   	[  1.20211183 235.0576059  160.        ]	   	[  1.52985339 266.37796822 207.        ]
generation done

here in gen no. 140
140	100  	   	[  1.20211183 235.0576059  160.        ]	   	[  1.50134558 263.83882715 209.        ]
generation done

here in gen no. 141
141	100  	   	[  1.20198158 235.0576059  160.        ]	   	[  1.50134558 263.83882715 209.        ]
generation done

here in gen no. 142
142	100  	   	[  1.20198158 235.0576059  160.        ]	   	[  1.50134558 263.83882715 209.        ]
generation done

here in gen no. 143
143	100  	   	[  1.20198158 235.0576059  160.        ]	   	[  1.50134558 264.82407521 209.        ]
generation done

here in gen no. 144
144	100  	   	[  1.20198158 235.0576059  160.        ]	   	[  1.50134558 264.82407521 209.        ]
generation done

here in gen no. 145
145	100  	   	[  1.20198158 235.0576059  160.        ]	   	[  1.50134558 264.82407521 209.        ]
generation done

here in gen no. 146
146	100  	   	[  1.20198158 235.0576059  160.        ]	   	[  1.50134558 264.82407521 209.        ]
generation done

here in gen no. 147
147	100  	   	[  1.20198158 235.0576059  160.        ]	   	[  1.50134558 264.82407521 209.        ]
generation done

here in gen no. 148
148	100  	   	[  1.20198158 234.91763874 160.        ]	   	[  1.4434727  264.82407521 210.        ]
generation done

here in gen no. 149
149	100  	   	[  1.20198158 234.91763874 160.        ]	   	[  1.4434727  264.82407521 210.        ]
generation done

here in gen no. 150
150	100  	   	[  1.20077007 234.91763874 160.        ]	   	[  1.4434727  264.82407521 210.        ]
generation done

here in gen no. 151
151	100  	   	[  1.20077007 234.91763874 160.        ]	   	[  1.4434727  264.82407521 210.        ]
generation done

here in gen no. 152
152	100  	   	[  1.20077007 234.91763874 160.        ]	   	[  1.4434727  264.82407521 210.        ]
generation done

here in gen no. 153
153	100  	   	[  1.20077007 234.91763874 160.        ]	   	[  1.4434727  263.83882715 210.        ]
generation done

here in gen no. 154
154	100  	   	[  1.20077007 234.91763874 160.        ]	   	[  1.4434727  263.83882715 210.        ]
generation done

here in gen no. 155
155	100  	   	[  1.17536464 234.91763874 160.        ]	   	[  1.47072015 272.06678894 206.        ]
generation done

here in gen no. 156
156	100  	   	[  1.17536464 234.91763874 160.        ]	   	[  1.47470539 265.74010053 205.        ]
generation done

here in gen no. 157
157	100  	   	[  1.17536464 233.92862441 160.        ]	   	[  1.47438668 263.83882715 207.        ]
generation done

here in gen no. 158
158	100  	   	[  1.17536464 233.92862441 160.        ]	   	[  1.47438668 265.54085485 207.        ]
generation done

here in gen no. 159
159	100  	   	[  1.17536464 233.92862441 160.        ]	   	[  1.47438668 263.83882715 207.        ]
generation done

here in gen no. 160
160	100  	   	[  1.16706459 233.92862441 160.        ]	   	[  1.75986042 267.00216927 207.        ]
generation done

here in gen no. 161
161	100  	   	[  1.16706459 233.92862441 160.        ]	   	[  1.47438668 263.83882715 207.        ]
generation done

here in gen no. 162
162	100  	   	[  1.16706459 233.92862441 160.        ]	   	[  1.47438668 264.43378675 207.        ]
generation done

here in gen no. 163
163	100  	   	[  1.16706459 233.92862441 160.        ]	   	[  1.47438668 262.51943781 207.        ]
generation done

here in gen no. 164
164	100  	   	[  1.16706459 233.92862441 160.        ]	   	[  1.47438668 261.97862147 207.        ]
generation done

here in gen no. 165
165	100  	   	[  1.16706459 232.56840309 160.        ]	   	[  1.47438668 261.97862147 195.        ]
generation done

here in gen no. 166
166	100  	   	[  1.16706459 232.56840309 160.        ]	   	[  1.58639592 293.76134447 196.        ]
generation done

here in gen no. 167
167	100  	   	[  1.16587619 232.56840309 160.        ]	   	[  1.47438668 275.53875348 195.        ]
generation done

here in gen no. 168
168	100  	   	[  1.16587619 232.56840309 160.        ]	   	[  1.47438668 275.53875348 195.        ]
generation done

here in gen no. 169
169	100  	   	[  1.16587619 231.25867164 160.        ]	   	[  1.4434727  262.29763905 196.        ]
generation done

here in gen no. 170
170	100  	   	[  1.16587619 231.25867164 160.        ]	   	[  1.4434727  262.29763905 196.        ]
generation done

here in gen no. 171
171	100  	   	[  1.16587619 231.02072515 160.        ]	   	[  1.44746044 262.29763905 196.        ]
generation done

here in gen no. 172
172	100  	   	[  1.16587619 231.02072515 160.        ]	   	[  1.49981375 262.29763905 196.        ]
generation done

here in gen no. 173
173	100  	   	[  1.16448788 231.02072515 160.        ]	   	[  1.49981375 262.29763905 196.        ]
generation done

here in gen no. 174
174	100  	   	[  1.16448788 231.02072515 160.        ]	   	[  1.49981375 262.29763905 196.        ]
generation done

here in gen no. 175
175	100  	   	[  1.16448788 231.02072515 160.        ]	   	[  1.49981375 262.29763905 197.        ]
generation done

here in gen no. 176
176	100  	   	[  1.16448788 231.02072515 160.        ]	   	[  1.4480895  261.30614016 197.        ]
generation done

here in gen no. 177
177	100  	   	[  1.16448788 231.02072515 160.        ]	   	[  1.4480895  260.65670399 197.        ]
generation done

here in gen no. 178
178	100  	   	[  1.16448788 231.02072515 160.        ]	   	[  1.4480895  260.65670399 197.        ]
generation done

here in gen no. 179
179	100  	   	[  1.16448788 229.37313586 160.        ]	   	[  1.4480895  260.65670399 197.        ]
generation done

here in gen no. 180
180	100  	   	[  1.16448788 229.37313586 160.        ]	   	[  1.44877497 260.65670399 199.        ]
generation done

here in gen no. 181
181	100  	   	[  1.16448788 227.91449474 160.        ]	   	[  1.44877497 260.65670399 199.        ]
generation done

here in gen no. 182
182	100  	   	[  1.16448788 227.91449474 160.        ]	   	[  1.44877497 260.65670399 201.        ]
generation done

here in gen no. 183
183	100  	   	[  1.16448788 227.91449474 160.        ]	   	[  1.44746044 260.96225459 199.        ]
generation done

here in gen no. 184
184	100  	   	[  1.16448788 227.91449474 160.        ]	   	[  1.44746044 260.96225459 199.        ]
generation done

here in gen no. 185
185	100  	   	[  1.16448788 227.91449474 160.        ]	   	[  1.44746044 260.96225459 199.        ]
generation done

here in gen no. 186
186	100  	   	[  1.16448788 227.91449474 160.        ]	   	[  1.44746044 260.96225459 199.        ]
generation done

here in gen no. 187
187	100  	   	[  1.16448788 227.91449474 160.        ]	   	[  1.44746044 257.5035443  199.        ]
generation done

here in gen no. 188
188	100  	   	[  1.16448788 227.91449474 160.        ]	   	[  1.44746044 257.5035443  199.        ]
generation done

here in gen no. 189
189	100  	   	[  1.16448788 226.54923686 160.        ]	   	[  1.44746044 257.5035443  199.        ]
generation done

here in gen no. 190
190	100  	   	[  1.14974802 226.54923686 160.        ]	   	[  1.44746044 257.5035443  199.        ]
generation done

here in gen no. 191
191	100  	   	[  1.14974802 226.10996223 160.        ]	   	[  1.44746044 257.5035443  199.        ]
generation done

here in gen no. 192
192	100  	   	[  1.14974802 226.10996223 160.        ]	   	[  1.44746044 257.5035443  199.        ]
generation done

here in gen no. 193
193	100  	   	[  1.14974802 226.10996223 160.        ]	   	[  1.44746044 257.5035443  199.        ]
generation done

here in gen no. 194
194	100  	   	[  1.14974802 225.25297529 160.        ]	   	[  1.44746044 257.5035443  201.        ]
generation done

here in gen no. 195
195	100  	   	[  1.14974802 225.25297529 160.        ]	   	[  1.44746044 257.5035443  201.        ]
generation done

here in gen no. 196
196	100  	   	[  1.14974802 225.25297529 160.        ]	   	[  1.39843135 257.5035443  201.        ]
generation done

here in gen no. 197
197	100  	   	[  1.14974802 225.25297529 160.        ]	   	[  1.39843135 257.5035443  201.        ]
generation done

here in gen no. 198
198	100  	   	[  1.14974802 225.25297529 160.        ]	   	[  1.39843135 257.5035443  201.        ]
generation done

here in gen no. 199
last gen after newpool 0.1407012939453125
199	100  	   	[  1.14974802 225.25297529 160.        ]	   	[  1.39843135 257.5035443  201.        ]
generation done
Overall time 2923.4247376918793
 ------------------------------------src done------------------------------------------- 
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Pareto Front: 
(1.2031007559574172, 253.49194393804396, 166.0)
(1.2014165518896027, 233.28446952860412, 181.0)
(1.2177405704891806, 243.84918717249906, 175.0)
(1.3585617855739711, 226.54923685641114, 180.0)
(1.2846433451826742, 226.89966330727106, 180.0)
(1.3744450636870944, 226.12879260626053, 179.0)
(1.3399101187893017, 232.30166452486537, 177.0)
(1.2144293543644729, 233.63592086573837, 179.0)
(1.234766285281493, 242.11227857131104, 174.0)
(1.2082510540649805, 254.61578589914458, 160.0)
(1.206624564911265, 252.20179323832355, 168.0)
(1.199884777517791, 234.68138777325254, 181.0)
(1.199884777517791, 234.68138777325254, 181.0)
(1.2637197372135032, 233.07233873513505, 178.0)
(1.2218756666448862, 243.68757145478557, 175.0)
(1.2364085619267997, 234.17789849590946, 178.0)
(1.2580583876157359, 238.37575738587134, 175.0)
(1.2385876740126516, 240.25222706967213, 173.0)
(1.3506732081653063, 228.30362864858756, 179.0)
(1.2202039222253136, 229.58102508788318, 180.0)
(1.2202039222253136, 229.58102508788318, 180.0)
(1.1999803123819872, 252.78884158185815, 169.0)
(1.1988437214987862, 244.69580359636578, 176.0)
(1.2452686916795663, 227.8687874127248, 182.0)
(1.214051470920717, 244.09628944547413, 175.0)
(1.3269835429598837, 232.4682777014097, 177.0)
(1.1907609620783204, 254.5570787956679, 169.0)
(1.3573502996804914, 228.05509832646408, 177.0)
(1.2724175568936085, 229.16946196536907, 181.0)
(1.2153249438368368, 244.92856179916942, 173.0)
(1.193104741565934, 254.19394505170857, 169.0)
(1.2942931330728313, 236.90629351697555, 177.0)
(1.1973292826490676, 253.20545137986772, 167.0)
(1.177138250714969, 238.9232788323168, 178.0)
(1.1745056323773497, 241.3882118284466, 186.0)
(1.2327979616515266, 251.34953857643444, 167.0)
(1.242619871398019, 253.22386705056647, 166.0)
(1.163374753236767, 242.2744171898352, 185.0)
(1.256523692947956, 253.1989262240974, 166.0)
(1.256523692947956, 253.1989262240974, 166.0)
(1.1814747336196563, 246.08370243982512, 173.0)
(1.1814747336196563, 246.08370243982512, 173.0)
(1.1670645878241974, 240.32391443231882, 192.0)
(1.1658761889572347, 240.11455347730217, 193.0)
(1.1989476985289995, 255.12308055445158, 166.0)
(1.195328379942592, 255.7875235704475, 167.0)
(1.1945564643358566, 238.3354419581062, 183.0)
(1.1997413771018148, 252.88670160886585, 168.0)
(1.250672781775795, 239.10076713919636, 177.0)
(1.174540218101804, 247.39065578528601, 170.0)
(1.3873667965529979, 226.10996223173788, 180.0)
(1.1996330033905358, 255.48653497804193, 160.0)
(1.1880057908443182, 256.4417643449403, 162.0)
(1.1880057908443182, 256.4417643449403, 162.0)
(1.1880057908443182, 256.4417643449403, 162.0)
(1.1497480186394868, 245.16853921756513, 187.0)
(1.217059769985273, 249.34738536872945, 169.0)
(1.162446011409229, 239.54810326501374, 194.0)
(1.2442335841748964, 239.21295971186098, 173.0)
(1.3903342410131303, 225.2529752926744, 178.0)
(1.1624460114092288, 239.54810326501374, 196.0)
(1.2286101066117265, 243.23089579413397, 177.0)
Pareto Front: 
(1.2637197372135032, 233.07233873513505, 178.0)
(1.242619871398019, 253.22386705056647, 166.0)
(1.2144293543644729, 233.63592086573837, 179.0)
(1.2014165518896027, 233.28446952860412, 181.0)
(1.2177405704891806, 243.84918717249906, 175.0)
(1.2942931330728313, 236.90629351697555, 177.0)
(1.3585617855739711, 226.54923685641114, 180.0)
(1.2202039222253136, 229.58102508788318, 180.0)
(1.2202039222253136, 229.58102508788318, 180.0)
(1.3744450636870944, 226.12879260626053, 179.0)
(1.1973292826490676, 253.20545137986772, 167.0)
(1.234766285281493, 242.11227857131104, 174.0)
(1.1745056323773497, 241.3882118284466, 186.0)
(1.2082510540649805, 254.61578589914458, 160.0)
(1.206624564911265, 252.20179323832355, 168.0)
(1.199884777517791, 234.68138777325254, 181.0)
(1.199884777517791, 234.68138777325254, 181.0)
(1.2327979616515266, 251.34953857643444, 167.0)
(1.2286101066117265, 243.23089579413397, 177.0)
(1.2031007559574172, 253.49194393804396, 166.0)
(1.2218756666448862, 243.68757145478557, 175.0)
(1.163374753236767, 242.2744171898352, 185.0)
(1.174540218101804, 247.39065578528601, 170.0)
(1.3903342410131303, 225.2529752926744, 178.0)
(1.256523692947956, 253.1989262240974, 166.0)
(1.256523692947956, 253.1989262240974, 166.0)
(1.2364085619267997, 234.17789849590946, 178.0)
(1.3399101187893017, 232.30166452486537, 177.0)
(1.2580583876157359, 238.37575738587134, 175.0)
(1.1814747336196563, 246.08370243982512, 173.0)
(1.1814747336196563, 246.08370243982512, 173.0)
(1.1670645878241974, 240.32391443231882, 192.0)
(1.1658761889572347, 240.11455347730217, 193.0)
(1.1989476985289995, 255.12308055445158, 166.0)
(1.2385876740126516, 240.25222706967213, 173.0)
(1.3506732081653063, 228.30362864858756, 179.0)
(1.195328379942592, 255.7875235704475, 167.0)
(1.2846433451826742, 226.89966330727106, 180.0)
(1.1945564643358566, 238.3354419581062, 183.0)
(1.1997413771018148, 252.88670160886585, 168.0)
(1.1999803123819872, 252.78884158185815, 169.0)
(1.250672781775795, 239.10076713919636, 177.0)
(1.1988437214987862, 244.69580359636578, 176.0)
(1.2452686916795663, 227.8687874127248, 182.0)
(1.3873667965529979, 226.10996223173788, 180.0)
(1.214051470920717, 244.09628944547413, 175.0)
(1.3269835429598837, 232.4682777014097, 177.0)
(1.1996330033905358, 255.48653497804193, 160.0)
(1.1880057908443182, 256.4417643449403, 162.0)
(1.1880057908443182, 256.4417643449403, 162.0)
(1.1880057908443182, 256.4417643449403, 162.0)
(1.193104741565934, 254.19394505170857, 169.0)
(1.1497480186394868, 245.16853921756513, 187.0)
(1.2724175568936085, 229.16946196536907, 181.0)
(1.162446011409229, 239.54810326501374, 194.0)
(1.2153249438368368, 244.92856179916942, 173.0)
(1.2442335841748964, 239.21295971186098, 173.0)
(1.3573502996804914, 228.05509832646408, 177.0)
(1.217059769985273, 249.34738536872945, 169.0)
(1.1907609620783204, 254.5570787956679, 169.0)
(1.1624460114092288, 239.54810326501374, 196.0)
(1.177138250714969, 238.9232788323168, 178.0)

test: test on one with min validation error 0.5909090909090909

 test: avg on sampled pareto set 0.5909090909090909
0
2018-04-15 22:59:56.277641: W tensorflow/core/platform/cpu_feature_guard.cc:45] The TensorFlow library wasn't compiled to use SSE4.1 instructions, but these are available on your machine and could speed up CPU computations.
2018-04-15 22:59:56.277686: W tensorflow/core/platform/cpu_feature_guard.cc:45] The TensorFlow library wasn't compiled to use SSE4.2 instructions, but these are available on your machine and could speed up CPU computations.
2018-04-15 22:59:56.277696: W tensorflow/core/platform/cpu_feature_guard.cc:45] The TensorFlow library wasn't compiled to use AVX instructions, but these are available on your machine and could speed up CPU computations.
2018-04-15 23:04:29.622176: W tensorflow/core/platform/cpu_feature_guard.cc:45] The TensorFlow library wasn't compiled to use SSE4.1 instructions, but these are available on your machine and could speed up CPU computations.
2018-04-15 23:04:29.622221: W tensorflow/core/platform/cpu_feature_guard.cc:45] The TensorFlow library wasn't compiled to use SSE4.2 instructions, but these are available on your machine and could speed up CPU computations.
2018-04-15 23:04:29.622231: W tensorflow/core/platform/cpu_feature_guard.cc:45] The TensorFlow library wasn't compiled to use AVX instructions, but these are available on your machine and could speed up CPU computations.
[[0.39650172 0.38445205 0.40034681 0.36197932 0.35428894 0.33694149
  0.29570552 0.27781813 0.55058428 0.27828561 0.32576182 0.28272613
  0.28575879 0.2921238  0.3017004  0.4187367  0.37480631 0.23610242
  0.24793891 0.26541247 0.40274956 0.45561994 0.33872192 0.43281298
  0.45215642 0.42109012 0.31339371 0.26216693 0.27023901 0.36473853
  0.33993003 0.36010188 0.        ]
 [0.55598907 0.26021088 0.20670497 0.46747613 0.27929191 0.1788004
  0.21516142 0.45347049 0.42166303 0.1779069  0.17464274 0.28987003
  0.2605385  0.27352301 0.45502627 0.57120646 0.39290892 0.27104378
  0.28598231 0.40669798 0.31221305 0.31833593 0.4121974  0.39527924
  0.34655817 0.21585364 0.30359331 0.5992325  0.35357221 0.28721208
  0.25086479 0.33409136 0.        ]
 [0.45206109 0.44436269 0.31258711 0.37395564 0.35047642 0.22556598
  0.2456123  0.35579267 0.4477927  0.2534324  0.27404207 0.30557358
  0.32255916 0.31591578 0.36215427 0.48143036 0.38119135 0.25737886
  0.24387517 0.20805389 0.42268755 0.36850189 0.39941869 0.46010055
  0.460571   0.30963877 0.28916561 0.34653197 0.32255916 0.23992721
  0.30790985 0.48153649 0.        ]]
[[0.39650172 0.38445205 0.40034681 0.36197932 0.35428894 0.33694149
  0.29570552 0.27781813 0.55058428 0.27828561 0.32576182 0.28272613
  0.28575879 0.2921238  0.3017004  0.4187367  0.37480631 0.23610242
  0.24793891 0.26541247 0.40274956 0.45561994 0.33872192 0.43281298
  0.45215642 0.42109012 0.31339371 0.26216693 0.27023901 0.36473853
  0.33993003 0.36010188 0.        ]
 [0.55598907 0.26021088 0.20670497 0.46747613 0.27929191 0.1788004
  0.21516142 0.45347049 0.42166303 0.1779069  0.17464274 0.28987003
  0.2605385  0.27352301 0.45502627 0.57120646 0.39290892 0.27104378
  0.28598231 0.40669798 0.31221305 0.31833593 0.4121974  0.39527924
  0.34655817 0.21585364 0.30359331 0.5992325  0.35357221 0.28721208
  0.25086479 0.33409136 0.        ]
 [0.45206109 0.44436269 0.31258711 0.37395564 0.35047642 0.22556598
  0.2456123  0.35579267 0.4477927  0.2534324  0.27404207 0.30557358
  0.32255916 0.31591578 0.36215427 0.48143036 0.38119135 0.25737886
  0.24387517 0.20805389 0.42268755 0.36850189 0.39941869 0.46010055
  0.460571   0.30963877 0.28916561 0.34653197 0.32255916 0.23992721
  0.30790985 0.48153649 0.        ]]
here network object created
After population initialisation 0.0560307502746582
<class 'list'>
After feedforward 11.882126808166504
gen	evals	std	min                                     	avg	max                                     
0  	100  	   	[  1.5387068  326.32631091 160.        ]	   	[  2.36517891 507.98327217 160.        ]

here in gen no. 1
1st gen after newpool 0.15676641464233398
1  	100  	   	[  1.51256102 322.78694664 160.        ]	   	[  1.80801039 366.11269799 162.        ]
generation done

here in gen no. 2
2  	100  	   	[  1.49292573 319.85798189 160.        ]	   	[  1.7274537  360.87179283 164.        ]
generation done

here in gen no. 3
3  	100  	   	[  1.49292573 317.87985154 160.        ]	   	[  1.7274537  342.05386726 165.        ]
generation done

here in gen no. 4
4  	100  	   	[  1.49292573 317.87985154 160.        ]	   	[  1.74027366 340.51579395 166.        ]
generation done

here in gen no. 5
5  	100  	   	[  1.49238416 317.87985154 160.        ]	   	[  1.7274537  336.64295119 166.        ]
generation done

here in gen no. 6
6  	100  	   	[  1.47507582 316.06858356 160.        ]	   	[  1.71432605 334.16290047 166.        ]
generation done

here in gen no. 7
7  	100  	   	[  1.46639005 313.70871278 160.        ]	   	[  1.71432605 334.35899906 166.        ]
generation done

here in gen no. 8
8  	100  	   	[  1.44692039 309.72973132 160.        ]	   	[  1.62349723 332.27773809 167.        ]
generation done

here in gen no. 9
9  	100  	   	[  1.41660145 305.6739466  160.        ]	   	[  1.62349723 330.27681196 168.        ]
generation done

here in gen no. 10
10 	100  	   	[  1.40685338 301.16477008 160.        ]	   	[  1.6465295  330.27681196 170.        ]
generation done

here in gen no. 11
11 	100  	   	[  1.39982734 301.06023659 160.        ]	   	[  1.6465295  319.36983027 171.        ]
generation done

here in gen no. 12
12 	100  	   	[  1.38560108 295.51095397 160.        ]	   	[  1.6465295  317.02278595 172.        ]
generation done

here in gen no. 13
13 	100  	   	[  1.38180644 295.23109948 160.        ]	   	[  1.6465295  314.34579459 169.        ]
generation done

here in gen no. 14
14 	100  	   	[  1.37491453 291.18166017 160.        ]	   	[  1.6465295  314.48860863 171.        ]
generation done

here in gen no. 15
15 	100  	   	[  1.36178623 290.50880698 160.        ]	   	[  1.6465295  314.48860863 171.        ]
generation done

here in gen no. 16
16 	100  	   	[  1.33703665 285.77832951 160.        ]	   	[  1.47160764 306.44468632 172.        ]
generation done

here in gen no. 17
17 	100  	   	[  1.33703665 285.77832951 160.        ]	   	[  1.4529268  305.46987482 172.        ]
generation done

here in gen no. 18
18 	100  	   	[  1.33703665 285.56139181 160.        ]	   	[  1.44422889 300.46013725 172.        ]
generation done

here in gen no. 19
19 	100  	   	[  1.33369688 279.46039169 160.        ]	   	[  1.43298319 300.46013725 172.        ]
generation done

here in gen no. 20
gen: 20 doing clustering
doing bp
validation 0.4714285714285714
70.645935
validation 0.4666666666666667
70.96094
validation 0.4642857142857143
71.26718
validation 0.4642857142857143
71.565216
time  14.450613737106323
now ending
20 	100  	   	[  1.33088747 279.46039169 160.        ]	   	[  1.41012005 295.68966887 172.        ]
generation done

here in gen no. 21
21 	100  	   	[  1.32002934 279.46039169 160.        ]	   	[  1.41012005 296.15501884 174.        ]
generation done

here in gen no. 22
22 	100  	   	[  1.32002934 279.42909578 160.        ]	   	[  1.41012005 295.96025051 174.        ]
generation done

here in gen no. 23
23 	100  	   	[  1.29340005 268.94593135 160.        ]	   	[  1.41529454 291.23882425 173.        ]
generation done

here in gen no. 24
24 	100  	   	[  1.29340005 268.94593135 160.        ]	   	[  1.51481895 290.23581524 173.        ]
generation done

here in gen no. 25
25 	100  	   	[  1.28301226 268.94593135 160.        ]	   	[  1.52268498 286.45965376 171.        ]
generation done

here in gen no. 26
26 	100  	   	[  1.28301226 268.94593135 160.        ]	   	[  1.52268498 286.13625545 171.        ]
generation done

here in gen no. 27
27 	100  	   	[  1.28301226 267.20210359 160.        ]	   	[  1.52268498 284.6928859  172.        ]
generation done

here in gen no. 28
28 	100  	   	[  1.27038282 267.20210359 160.        ]	   	[  1.3677136  282.29716362 170.        ]
generation done

here in gen no. 29
29 	100  	   	[  1.2425294  264.66403745 160.        ]	   	[  1.3677136  278.97566825 167.        ]
generation done

here in gen no. 30
30 	100  	   	[  1.2425294  264.19199261 160.        ]	   	[  1.3677136  278.97566825 168.        ]
generation done

here in gen no. 31
31 	100  	   	[  1.22638948 260.42693469 160.        ]	   	[  1.3677136  276.44360261 169.        ]
generation done

here in gen no. 32
32 	100  	   	[  1.22638948 260.17194803 160.        ]	   	[  1.38515177 275.37163946 169.        ]
generation done

here in gen no. 33
33 	100  	   	[  1.22638948 255.41343274 160.        ]	   	[  1.38515177 273.78028487 169.        ]
generation done

here in gen no. 34
34 	100  	   	[  1.22293994 248.46923882 160.        ]	   	[  1.38515177 271.18242485 171.        ]
generation done

here in gen no. 35
35 	100  	   	[  1.22293994 248.46923882 160.        ]	   	[  1.36778906 271.18242485 171.        ]
generation done

here in gen no. 36
36 	100  	   	[  1.19000109 248.46923882 160.        ]	   	[  1.36778906 271.18242485 171.        ]
generation done

here in gen no. 37
37 	100  	   	[  1.19000109 248.46923882 160.        ]	   	[  1.36778906 269.00388849 172.        ]
generation done

here in gen no. 38
38 	100  	   	[  1.18843104 248.46923882 160.        ]	   	[  1.4179521  269.00388849 172.        ]
generation done

here in gen no. 39
39 	100  	   	[  1.17801568 248.46923882 160.        ]	   	[  1.36778906 269.00388849 173.        ]
generation done

here in gen no. 40
40 	100  	   	[  1.16786528 245.20005412 160.        ]	   	[  1.36778906 269.00388849 173.        ][[0.39650172 0.38445205 0.40034681 0.36197932 0.35428894 0.33694149
  0.29570552 0.27781813 0.55058428 0.27828561 0.32576182 0.28272613
  0.28575879 0.2921238  0.3017004  0.4187367  0.37480631 0.23610242
  0.24793891 0.26541247 0.40274956 0.45561994 0.33872192 0.43281298
  0.45215642 0.42109012 0.31339371 0.26216693 0.27023901 0.36473853
  0.33993003 0.36010188 0.        ]
 [0.55598907 0.26021088 0.20670497 0.46747613 0.27929191 0.1788004
  0.21516142 0.45347049 0.42166303 0.1779069  0.17464274 0.28987003
  0.2605385  0.27352301 0.45502627 0.57120646 0.39290892 0.27104378
  0.28598231 0.40669798 0.31221305 0.31833593 0.4121974  0.39527924
  0.34655817 0.21585364 0.30359331 0.5992325  0.35357221 0.28721208
  0.25086479 0.33409136 0.        ]
 [0.45206109 0.44436269 0.31258711 0.37395564 0.35047642 0.22556598
  0.2456123  0.35579267 0.4477927  0.2534324  0.27404207 0.30557358
  0.32255916 0.31591578 0.36215427 0.48143036 0.38119135 0.25737886
  0.24387517 0.20805389 0.42268755 0.36850189 0.39941869 0.46010055
  0.460571   0.30963877 0.28916561 0.34653197 0.32255916 0.23992721
  0.30790985 0.48153649 0.        ]]
[[0.39650172 0.38445205 0.40034681 0.36197932 0.35428894 0.33694149
  0.29570552 0.27781813 0.55058428 0.27828561 0.32576182 0.28272613
  0.28575879 0.2921238  0.3017004  0.4187367  0.37480631 0.23610242
  0.24793891 0.26541247 0.40274956 0.45561994 0.33872192 0.43281298
  0.45215642 0.42109012 0.31339371 0.26216693 0.27023901 0.36473853
  0.33993003 0.36010188 0.        ]
 [0.55598907 0.26021088 0.20670497 0.46747613 0.27929191 0.1788004
  0.21516142 0.45347049 0.42166303 0.1779069  0.17464274 0.28987003
  0.2605385  0.27352301 0.45502627 0.57120646 0.39290892 0.27104378
  0.28598231 0.40669798 0.31221305 0.31833593 0.4121974  0.39527924
  0.34655817 0.21585364 0.30359331 0.5992325  0.35357221 0.28721208
  0.25086479 0.33409136 0.        ]
 [0.45206109 0.44436269 0.31258711 0.37395564 0.35047642 0.22556598
  0.2456123  0.35579267 0.4477927  0.2534324  0.27404207 0.30557358
  0.32255916 0.31591578 0.36215427 0.48143036 0.38119135 0.25737886
  0.24387517 0.20805389 0.42268755 0.36850189 0.39941869 0.46010055
  0.460571   0.30963877 0.28916561 0.34653197 0.32255916 0.23992721
  0.30790985 0.48153649 0.        ]]
here network object created
After population initialisation 0.07054734230041504
<class 'list'>
After feedforward 12.719691276550293
gen	evals	std	min                                     	avg	max                                     
0  	100  	   	[  1.54003822 326.08342394 160.        ]	   	[  2.05776926 432.32183906 160.        ]

here in gen no. 1
1st gen after newpool 0.15798687934875488
1  	100  	   	[  1.54003822 326.08342394 160.        ]	   	[  1.71243726 355.41687721 162.        ]
generation done

here in gen no. 2
2  	100  	   	[  1.54003822 326.08342394 160.        ]	   	[  1.70875537 352.37945412 164.        ]
generation done

here in gen no. 3
3  	100  	   	[  1.51333076 322.49998187 160.        ]	   	[  1.65511583 347.27926005 166.        ]
generation done

here in gen no. 4
4  	100  	   	[  1.50394128 322.49998187 160.        ]	   	[  1.61804841 339.93587903 166.        ]
generation done

here in gen no. 5
5  	100  	   	[  1.47299605 316.1789068  160.        ]	   	[  1.58367979 337.13683778 168.        ]
generation done

here in gen no. 6
6  	100  	   	[  1.44753559 311.94365657 160.        ]	   	[  1.85659471 333.22639317 166.        ]
generation done

here in gen no. 7
7  	100  	   	[  1.44753559 311.94365657 160.        ]	   	[  1.57590336 330.20358568 168.        ]
generation done

here in gen no. 8
8  	100  	   	[  1.44463092 311.14209557 160.        ]	   	[  1.57590336 326.50855997 170.        ]
generation done

here in gen no. 9
9  	100  	   	[  1.42891133 298.3084747  160.        ]	   	[  1.57590336 323.92179739 172.        ]
generation done

here in gen no. 10
10 	100  	   	[  1.40028048 298.3084747  160.        ]	   	[  1.54974688 323.92179739 172.        ]
generation done

here in gen no. 11
11 	100  	   	[  1.36476616 293.3533629  160.        ]	   	[  1.57133357 323.92179739 172.        ]
generation done

here in gen no. 12
12 	100  	   	[  1.35580418 287.76543966 160.        ]	   	[  1.57133357 316.40257431 171.        ]
generation done

here in gen no. 13
13 	100  	   	[  1.35385112 287.76543966 160.        ]	   	[  1.49870118 311.72251853 172.        ]
generation done

here in gen no. 14
14 	100  	   	[  1.32305383 285.78871669 160.        ]	   	[  1.49014903 309.29672207 172.        ]
generation done

here in gen no. 15
15 	100  	   	[  1.32305383 285.78871669 160.        ]	   	[  1.47977441 309.29672207 174.        ]
generation done

here in gen no. 16
16 	100  	   	[  1.31642861 281.88877365 160.        ]	   	[  1.48562664 305.37808932 173.        ]
generation done

here in gen no. 17
17 	100  	   	[  1.31642861 281.88877365 160.        ]	   	[  1.47175607 303.52238943 173.        ]
generation done

here in gen no. 18
18 	100  	   	[  1.31642861 281.88877365 160.        ]	   	[  1.46802155 299.16032891 173.        ]
generation done

here in gen no. 19
19 	100  	   	[  1.31642861 280.4267197  160.        ]	   	[  1.43489119 297.35822055 175.        ]
generation done

here in gen no. 20
gen: 20 doing clustering
doing bp
validation 0.45476190476190476
74.69255
validation 0.45476190476190476
74.9621
validation 0.45
75.22635
validation 0.4404761904761904
75.485535
time  15.624383449554443
now ending
validation 0.4619047619047619
76.2059
validation 0.4666666666666667
76.44902
time  7.579813718795776
now ending
validation 0.511904761904762
80.3855
validation 0.5071428571428571
80.56205
validation 0.49523809523809526
80.73631
validation 0.4928571428571429
80.90837
time  22.82785940170288
now ending
validation 0.38809523809523816
75.440704
validation 0.38809523809523816
75.70099
validation 0.3857142857142858
75.95642
validation 0.3833333333333334
76.20721
time  28.155831813812256
now ending
validation 0.41190476190476194
80.19823
validation 0.41190476190476194
80.37581
validation 0.41190476190476194
80.55072
validation 0.41190476190476194
80.72307
time  34.27572703361511
now ending
20 	100  	   	[  1.27774487 273.74673229 160.        ]	   	[  1.43489119 291.16475768 176.        ]
generation done

here in gen no. 21
21 	100  	   	[  1.27007772 273.45428483 160.        ]	   	[  1.46949947 290.70077289 176.        ]
generation done

here in gen no. 22
22 	100  	   	[  1.27007772 273.45428483 160.        ]	   	[  1.42954483 288.73031255 177.        ]
generation done

here in gen no. 23
23 	100  	   	[  1.27007772 271.31537152 160.        ]	   	[  1.43840476 288.73031255 178.        ]
generation done

here in gen no. 24
24 	100  	   	[  1.25560365 270.3091601  160.        ]	   	[  1.43840476 287.24430944 178.        ]
generation done

here in gen no. 25
25 	100  	   	[  1.25560365 269.66338391 160.        ]	   	[  1.51695508 283.96887426 180.        ]
generation done

here in gen no. 26
26 	100  	   	[  1.25560365 266.96895214 160.        ]	   	[  1.51695508 281.94398527 180.        ]
generation done

here in gen no. 27
27 	100  	   	[  1.24763932 266.10616369 160.        ]	   	[  1.51695508 281.65507891 180.        ]
generation done

here in gen no. 28
28 	100  	   	[  1.24763932 263.20391367 160.        ]	   	[  1.51695508 280.60079644 181.        ]
generation done

here in gen no. 29
29 	100  	   	[  1.2359484  261.81793826 160.        ]	   	[  1.43896279 279.01553243 181.        ]
generation done

here in gen no. 30
30 	100  	   	[  1.23320603 260.94632938 160.        ]	   	[  1.40805179 279.01553243 182.        ]
generation done

here in gen no. 31
31 	100  	   	[  1.23320603 260.94632938 160.        ]	   	[  1.40805179 279.01553243 184.        ]
generation done

here in gen no. 32
32 	100  	   	[  1.2268407  260.94632938 160.        ]	   	[  1.46259612 276.18956536 185.        ]
generation done

here in gen no. 33
33 	100  	   	[  1.22664917 260.45912739 160.        ]	   	[  1.46259612 274.51066832 185.        ]
generation done

here in gen no. 34
34 	100  	   	[  1.22664917 260.45912739 160.        ]	   	[  1.46259612 274.86718452 184.        ]
generation done

here in gen no. 35
35 	100  	   	[  1.19565238 255.98944586 160.        ]	   	[  1.46259612 274.2296106  184.        ]
generation done

here in gen no. 41
41 	100  	   	[  1.1630998  245.20005412 160.        ]	   	[  1.36778906 266.31594846 173.        ]
generation done

here in gen no. 42
42 	100  	   	[  1.16186058 244.82470797 160.        ]	   	[  1.35257553 266.31594846 175.        ]
generation done

here in gen no. 43
43 	100  	   	[  1.15962328 238.24732839 160.        ]	   	[  1.2669316  266.31594846 175.        ]
generation done

here in gen no. 44
44 	100  	   	[  1.15372677 238.24732839 160.        ]	   	[  1.2669316  266.31594846 173.        ]
generation done

here in gen no. 45
45 	100  	   	[  1.14828748 238.24732839 160.        ]	   	[  1.26662604 256.70448242 173.        ]
generation done

here in gen no. 46
46 	100  	   	[  1.14828748 238.24732839 160.        ]	   	[  1.26662604 256.4935341  173.        ]
generation done

here in gen no. 47
47 	100  	   	[  1.12847407 238.24732839 160.        ]	   	[  1.25561653 254.26824645 175.        ]
generation done

here in gen no. 48
48 	100  	   	[  1.12847407 238.24732839 160.        ]	   	[  1.24120989 254.26824645 173.        ]
generation done

here in gen no. 49
49 	100  	   	[  1.12847407 235.54988581 160.        ]	   	[  1.24120989 250.30626353 173.        ]
generation done

here in gen no. 50
50 	100  	   	[  1.11428918 235.54988581 160.        ]	   	[  1.24120989 250.28362851 173.        ]
generation done

here in gen no. 51
51 	100  	   	[  1.11428918 232.32698964 160.        ]	   	[  1.19730229 250.28362851 173.        ]
generation done

here in gen no. 52
52 	100  	   	[  1.11428918 232.32698964 160.        ]	   	[  1.19730229 250.28362851 174.        ]
generation done

here in gen no. 53
53 	100  	   	[  1.11428918 232.32698964 160.        ]	   	[  1.1978081  250.28362851 174.        ]
generation done

here in gen no. 54
54 	100  	   	[  1.11428918 232.19623857 160.        ]	   	[  1.1978081  245.68865026 176.        ]
generation done

here in gen no. 55
55 	100  	   	[  1.11428918 231.54088944 160.        ]	   	[  1.18627821 245.68865026 176.        ]
generation done

here in gen no. 56
56 	100  	   	[  1.11428918 231.54088944 160.        ]	   	[  1.21996976 244.85076179 175.        ]
generation done

here in gen no. 57
57 	100  	   	[  1.11359212 229.94056214 160.        ]	   	[  1.21996976 244.66727459 175.        ]
generation done

here in gen no. 58
58 	100  	   	[  1.11138702 229.93457926 160.        ]	   	[  1.21996976 244.66727459 177.        ]
generation done

here in gen no. 59
59 	100  	   	[  1.11138702 228.19011408 160.        ]	   	[  1.21922127 242.34021491 177.        ]
generation done

here in gen no. 60
60 	100  	   	[  1.09659993 228.19011408 160.        ]	   	[  1.19409368 242.34021491 177.        ]
generation done

here in gen no. 61
61 	100  	   	[  1.09659993 223.0443021  160.        ]	   	[  1.19409368 242.34021491 177.        ]
generation done

here in gen no. 62
62 	100  	   	[  1.09659993 223.0443021  160.        ]	   	[  1.19409368 242.55245438 177.        ]
generation done

here in gen no. 63
63 	100  	   	[  1.09043571 222.99051053 160.        ]	   	[  1.19409368 242.55245438 177.        ]
generation done

here in gen no. 64
64 	100  	   	[  1.09043571 222.99051053 160.        ]	   	[  1.19409368 240.90101649 177.        ]
generation done

here in gen no. 65
65 	100  	   	[  1.08911158 222.99051053 160.        ]	   	[  1.19301743 240.2572245  179.        ]
generation done

here in gen no. 66
66 	100  	   	[  1.08911158 222.99051053 160.        ]	   	[  1.19301743 240.2572245  179.        ]
generation done

here in gen no. 67
67 	100  	   	[  1.07902829 221.16507621 160.        ]	   	[  1.19301743 234.63249577 180.        ]
generation done

here in gen no. 68
68 	100  	   	[  1.07902829 221.16507621 160.        ]	   	[  1.16896898 234.63249577 180.        ]
generation done

here in gen no. 69
69 	100  	   	[  1.07168028 221.16507621 160.        ]	   	[  1.22000579 233.14608427 180.        ]
generation done

here in gen no. 70
70 	100  	   	[  1.07168028 221.16507621 160.        ]	   	[  1.22566061 233.14608427 179.        ]
generation done

here in gen no. 71
71 	100  	   	[  1.07168028 221.16507621 160.        ]	   	[  1.22566061 233.14608427 179.        ]
generation done

here in gen no. 72
72 	100  	   	[  1.07168028 221.16507621 160.        ]	   	[  1.22591717 233.14608427 180.        ]
generation done

here in gen no. 73
73 	100  	   	[  1.05395513 219.49962015 160.        ]	   	[  1.14692649 230.7076708  180.        ]
generation done

here in gen no. 74
74 	100  	   	[  1.05395513 219.49962015 160.        ]	   	[  1.14244537 231.92813143 180.        ]
generation done

here in gen no. 75
75 	100  	   	[  1.05395513 219.49962015 160.        ]	   	[  1.14244537 231.92813143 180.        ]
generation done

here in gen no. 76
76 	100  	   	[  1.05395513 219.49962015 160.        ]	   	[  1.13778967 231.92813143 180.        ]
generation done

here in gen no. 77
77 	100  	   	[  1.05395513 219.49962015 160.        ]	   	[  1.13778967 230.32328676 181.        ]
generation done

here in gen no. 78
78 	100  	   	[  1.05395513 219.49962015 160.        ]	   	[  1.13778967 230.32328676 182.        ]
generation done

here in gen no. 79
79 	100  	   	[  1.05395513 216.44061645 160.        ]	   	[  1.12096685 227.79113333 181.        ]
generation done

here in gen no. 80
80 	100  	   	[  1.05368749 216.44061645 160.        ]	   	[  1.12096685 227.79113333 181.        ]
generation done

here in gen no. 81
81 	100  	   	[  1.05265944 216.44061645 160.        ]	   	[  1.11248615 227.79113333 181.        ]
generation done

here in gen no. 82
82 	100  	   	[  1.04150221 214.99626325 160.        ]	   	[  1.15603946 227.79113333 183.        ]
generation done

here in gen no. 83
83 	100  	   	[  1.04150221 214.0062698  160.        ]	   	[  1.15603946 227.79113333 183.        ]
generation done

here in gen no. 84
84 	100  	   	[  1.03281531 214.0062698  160.        ]	   	[  1.15603946 225.97437852 183.        ]
generation done

here in gen no. 85
85 	100  	   	[  1.03281531 212.9415554  160.        ]	   	[  1.15603946 225.97437852 183.        ]
generation done

here in gen no. 86
86 	100  	   	[  1.03281531 212.9415554  160.        ]	   	[  1.15603946 223.90269662 183.        ]
generation done

here in gen no. 87
87 	100  	   	[  1.03281531 212.9415554  160.        ]	   	[  1.15603946 223.90269662 183.        ]
generation done

here in gen no. 88
88 	100  	   	[  1.03281531 212.9415554  160.        ]	   	[  1.15603946 222.16260434 183.        ]
generation done

here in gen no. 89
89 	100  	   	[  1.03281531 210.86958479 160.        ]	   	[  1.15603946 226.28091228 183.        ]
generation done

here in gen no. 90
90 	100  	   	[  1.03281531 210.86958479 160.        ]	   	[  1.13570963 222.30143885 184.        ]
generation done

here in gen no. 91
91 	100  	   	[  1.03025754 210.86958479 160.        ]	   	[  1.13570963 222.16260434 184.        ]
generation done

here in gen no. 92
92 	100  	   	[  1.03025754 210.52495092 160.        ]	   	[  1.13570963 222.16260434 184.        ]
generation done

here in gen no. 93
93 	100  	   	[  1.03025754 209.68236198 160.        ]	   	[  1.11850832 221.02367745 185.        ]
generation done

here in gen no. 94
94 	100  	   	[  1.02694863 209.68236198 160.        ]	   	[  1.11850832 220.60706875 185.        ]
generation done

here in gen no. 95
95 	100  	   	[  1.02694863 209.68236198 160.        ]	   	[  1.11850832 220.60706875 185.        ]
generation done

here in gen no. 96
96 	100  	   	[  1.02170057 209.68236198 160.        ]	   	[  1.10105712 219.39306782 184.        ]
generation done

here in gen no. 97
97 	100  	   	[  1.02170057 208.88561552 160.        ]	   	[  1.10320295 219.39306782 186.        ]
generation done

here in gen no. 98
98 	100  	   	[  1.02170057 208.71117395 160.        ]	   	[  1.10126207 219.39306782 186.        ]
generation done

here in gen no. 99
99 	100  	   	[  1.0216287  208.71117395 160.        ]	   	[  1.08433019 217.79657437 186.        ]
generation done

here in gen no. 100
100	100  	   	[  1.0216287  208.71117395 160.        ]	   	[  1.09281028 218.03682907 186.        ]
generation done

here in gen no.
generation done

here in gen no. 36
36 	100  	   	[  1.1432111  239.86961078 160.        ]	   	[  1.46259612 271.16395494 186.        ]
generation done

here in gen no. 37
37 	100  	   	[  1.1432111  239.86961078 160.        ]	   	[  1.46259612 271.16395494 186.        ]
generation done

here in gen no. 38
38 	100  	   	[  1.1432111  239.86961078 160.        ]	   	[  1.46259612 271.92752733 186.        ]
generation done

here in gen no. 39
39 	100  	   	[  1.1432111  239.86961078 160.        ]	   	[  1.46259612 271.92752733 186.        ]
generation done

here in gen no. 40
40 	100  	   	[  1.1432111  239.86961078 160.        ]	   	[  1.41616446 269.31564954 186.        ]
generation done

here in gen no. 41
41 	100  	   	[  1.1432111  239.86961078 160.        ]	   	[  1.37685726 269.31564954 184.        ]
generation done

here in gen no. 42
42 	100  	   	[  1.12454044 239.86961078 160.        ]	   	[  1.30870159 265.80582901 183.        ]
generation done

here in gen no. 43
43 	100  	   	[  1.12454044 239.86961078 160.        ]	   	[  1.30870159 263.52889741 185.        ]
generation done

here in gen no. 44
44 	100  	   	[  1.12454044 239.86961078 160.        ]	   	[  1.30870159 263.52889741 186.        ]
generation done

here in gen no. 45
45 	100  	   	[  1.12454044 239.86961078 160.        ]	   	[  1.38300163 263.52889741 186.        ]
generation done

here in gen no. 46
46 	100  	   	[  1.12454044 238.88629735 160.        ]	   	[  1.30870159 258.6929629  187.        ]
generation done

here in gen no. 47
47 	100  	   	[  1.12454044 236.03653105 160.        ]	   	[  1.27849978 258.6929629  187.        ]
generation done

here in gen no. 48
48 	100  	   	[  1.12454044 236.03653105 160.        ]	   	[  1.34435624 258.6929629  187.        ]
generation done

here in gen no. 49
49 	100  	   	[  1.12454044 236.03653105 160.        ]	   	[  1.34435624 255.67110296 189.        ]
generation done

here in gen no. 50
50 	100  	   	[  1.12152314 233.64068337 160.        ]	   	[  1.34435624 256.64075858 187.        ]
generation done

here in gen no. 51
51 	100  	   	[  1.12152314 233.64068337 160.        ]	   	[  1.34435624 256.64075858 184.        ]
generation done

here in gen no. 52
52 	100  	   	[  1.12152314 231.81134149 160.        ]	   	[  1.34435624 256.64075858 185.        ]
generation done

here in gen no. 53
53 	100  	   	[  1.12152314 231.81134149 160.        ]	   	[  1.26504241 254.15090932 187.        ]
generation done

here in gen no. 54
54 	100  	   	[  1.12152314 231.81134149 160.        ]	   	[  1.26504241 251.16703872 187.        ]
generation done

here in gen no. 55
55 	100  	   	[  1.12152314 231.81134149 160.        ]	   	[  1.314205   251.16703872 186.        ]
generation done

here in gen no. 56
56 	100  	   	[  1.11784736 231.81134149 160.        ]	   	[  1.34576543 250.3797711  186.        ]
generation done

here in gen no. 57
57 	100  	   	[  1.10547787 231.81134149 160.        ]	   	[  1.34576543 250.3797711  186.        ]
generation done

here in gen no. 58
58 	100  	   	[  1.10547787 231.81134149 160.        ]	   	[  1.34576543 248.74799281 186.        ]
generation done

here in gen no. 59
59 	100  	   	[  1.08710272 229.91643919 160.        ]	   	[  1.25135892 247.86186021 186.        ]
generation done

here in gen no. 60
60 	100  	   	[  1.08710272 229.46706105 160.        ]	   	[  1.23559635 250.18986114 188.        ]
generation done

here in gen no. 61
61 	100  	   	[  1.08710272 226.54494989 160.        ]	   	[  1.24020009 250.18986114 189.        ]
generation done

here in gen no. 62
62 	100  	   	[  1.08710272 226.54494989 160.        ]	   	[  1.21873461 244.88712947 189.        ]
generation done

here in gen no. 63
63 	100  	   	[  1.08710272 226.54494989 160.        ]	   	[  1.24019008 244.80707818 190.        ]
generation done

here in gen no. 64
64 	100  	   	[  1.08710272 222.94838059 160.        ]	   	[  1.24019008 244.80707818 189.        ]
generation done

here in gen no. 65
65 	100  	   	[  1.07404548 222.94315043 160.        ]	   	[  1.24019008 242.80731291 190.        ]
generation done

here in gen no. 66
66 	100  	   	[  1.07404548 221.1704371  160.        ]	   	[  1.24019008 242.58189539 190.        ]
generation done

here in gen no. 67
67 	100  	   	[  1.07404548 221.1704371  160.        ]	   	[  1.24148333 240.37214947 190.        ]
generation done

here in gen no. 68
68 	100  	   	[  1.07172848 221.1704371  160.        ]	   	[  1.24019008 239.58999677 190.        ]
generation done

here in gen no. 69
69 	100  	   	[  1.06202992 221.1704371  160.        ]	   	[  1.24019008 240.16102999 190.        ]
generation done

here in gen no. 70
70 	100  	   	[  1.06202992 221.1704371  160.        ]	   	[  1.21620024 240.16102999 192.        ]
generation done

here in gen no. 71
71 	100  	   	[  1.06202992 221.03705893 160.        ]	   	[  1.21620024 239.33807601 194.        ]
generation done

here in gen no. 72
72 	100  	   	[  1.06202992 220.52161372 160.        ]	   	[  1.21099015 239.33807601 194.        ]
generation done

here in gen no. 73
73 	100  	   	[  1.06202992 220.52161372 160.        ]	   	[  1.23537458 239.33807601 194.        ]
generation done

here in gen no. 74
74 	100  	   	[  1.06202992 219.1835183  160.        ]	   	[  1.23537458 235.48000533 194.        ]
generation done

here in gen no. 75
75 	100  	   	[  1.06202992 218.44086138 160.        ]	   	[  1.21180902 235.48000533 194.        ]
generation done

here in gen no. 76
76 	100  	   	[  1.06202992 218.44086138 160.        ]	   	[  1.24063553 234.49316423 194.        ]
generation done

here in gen no. 77
77 	100  	   	[  1.06202992 215.29634949 160.        ]	   	[  1.24063553 234.07761481 194.        ]
generation done

here in gen no. 78
78 	100  	   	[  1.05278896 215.29634949 160.        ]	   	[  1.21099015 232.95456369 194.        ]
generation done

here in gen no. 79
79 	100  	   	[  1.05278896 215.29634949 160.        ]	   	[  1.21099015 237.15373559 196.        ]
generation done

here in gen no. 80
80 	100  	   	[  1.03397726 214.61291072 160.        ]	   	[  1.21099015 232.95456369 196.        ]
generation done

here in gen no. 81
81 	100  	   	[  1.03397726 214.61291072 160.        ]	   	[  1.21099015 232.95456369 196.        ]
generation done

here in gen no. 82
82 	100  	   	[  1.02182967 206.16728569 160.        ]	   	[  1.13143059 230.87205324 198.        ]
generation done

here in gen no. 83
83 	100  	   	[  1.02182967 206.16728569 160.        ]	   	[  1.13143059 230.87205324 198.        ]
generation done

here in gen no. 84
84 	100  	   	[  1.02182967 206.16728569 160.        ]	   	[  1.11463404 230.87205324 197.        ]
generation done

here in gen no. 85
85 	100  	   	[  1.02182967 206.16728569 160.        ]	   	[  1.11263218 230.79839437 198.        ]
generation done

here in gen no. 86
86 	100  	   	[  1.02182967 206.16728569 160.        ]	   	[  1.10853801 230.79839437 198.        ]
generation done

here in gen no. 87
87 	100  	   	[  1.02182967 206.16728569 160.        ]	   	[  1.10853801 228.30154358 198.        ]
generation done

here in gen no. 88
88 	100  	   	[  1.02182967 206.16728569 160.        ]	   	[  1.11059462 228.30154358 198.        ]
generation done

here in gen no. 89
89 	100  	   	[  1.02182967 206.16728569 160.        ]	   	[  1.10853801 226.614208   198.        ]
generation done

here in gen no. 90
90 	100  	   	[  1.02182967 206.16728569 160.        ]	   	[  1.10670633 226.614208   198.        ]
generation done

here in gen no. 91
91 	100  	   	[  1.01071905 206.16728569 160.        ]	   	[  1.09341092 227.56362518 198.        ]
generation done

here in gen no. 92
92 	100  	   	[  1.01071905 206.16728569 160.        ]	   	[  1.09341092 227.56362518 198.        ]
generation done

here in gen no. 93
93 	100  	   	[  1.01071905 206.16728569 160.        ]	   	[  1.09341092 227.67270971 200.        ]
generation done

here in gen no. 94
94 	100  	   	[  0.99970582 206.16728569 160.        ]	   	[  1.09341092 228.70053384 199.        ]
generation done

here in gen no. 95
95 	100  	   	[  0.99970582 206.16728569 160.        ]	   	[  1.09341092 228.70053384 199.        ]
generation done

here in gen no. 101
101	100  	   	[  1.0216287 207.915537  160.       ]   	   	[  1.09281028 218.03682907 188.        ]
generation done

here in gen no. 102
102	100  	   	[  1.01936131 207.915537   160.        ]	   	[  1.09281028 218.03682907 190.        ]
generation done

here in gen no. 103
103	100  	   	[  1.01936131 207.69513243 160.        ]	   	[  1.0892496  216.69740022 190.        ]
generation done

here in gen no. 104
104	100  	   	[  1.01936131 207.67689163 160.        ]	   	[  1.0892496  218.05879299 190.        ]
generation done

here in gen no. 105
105	100  	   	[  1.00434999 207.67689163 160.        ]	   	[  1.07164243 216.37564609 190.        ]
generation done

here in gen no. 106
106	100  	   	[  1.00434999 207.34649082 160.        ]	   	[  1.07164243 216.37564609 190.        ]
generation done

here in gen no. 107
107	100  	   	[  1.00434999 206.21466889 160.        ]	   	[  1.12263265 214.08211818 190.        ]
generation done

here in gen no. 108
108	100  	   	[  1.00434999 206.16962415 160.        ]	   	[  1.12263265 213.64640539 191.        ]
generation done

here in gen no. 109
109	100  	   	[  1.00434999 206.16395727 160.        ]	   	[  1.06843074 214.18693213 191.        ]
generation done

here in gen no. 110
110	100  	   	[  0.99557067 206.16395727 160.        ]	   	[  1.06843074 214.18693213 191.        ]
generation done

here in gen no. 111
111	100  	   	[  0.99557067 203.90438583 160.        ]	   	[  1.06734693 216.21802992 192.        ]
generation done

here in gen no. 112
112	100  	   	[  0.99557067 203.90438583 160.        ]	   	[  1.0679012  216.21802992 194.        ]
generation done

here in gen no. 113
113	100  	   	[  0.99557067 203.90438583 160.        ]	   	[  1.0679012  216.21802992 194.        ]
generation done

here in gen no. 114
114	100  	   	[  0.98610285 203.90438583 160.        ]	   	[  1.0679012  216.21802992 186.        ]
generation done

here in gen no. 115
115	100  	   	[  0.98055928 202.2731277  160.        ]	   	[  1.05005404 216.21802992 185.        ]
generation done

here in gen no. 116
116	100  	   	[  0.96962904 197.91174891 160.        ]	   	[  1.05005404 214.9453611  185.        ]
generation done

here in gen no. 117
117	100  	   	[  0.96962904 197.91174891 160.        ]	   	[  1.04010773 214.9453611  181.        ]
generation done

here in gen no. 118
118	100  	   	[  0.96962904 197.91174891 160.        ]	   	[  1.04010773 214.9453611  181.        ]
generation done

here in gen no. 119
119	100  	   	[  0.95929475 197.91174891 160.        ]	   	[  1.05358467 212.40466663 181.        ]
generation done

here in gen no. 120
120	100  	   	[  0.95929475 197.91174891 160.        ]	   	[  1.05358467 214.19099676 181.        ]
generation done

here in gen no. 121
121	100  	   	[  0.95929475 197.91174891 160.        ]	   	[  1.05358467 211.16240117 181.        ]
generation done

here in gen no. 122
122	100  	   	[  0.95929475 197.91174891 160.        ]	   	[  1.05358467 211.16240117 181.        ]
generation done

here in gen no. 123
123	100  	   	[  0.9589004  197.91174891 160.        ]	   	[  1.05358467 211.16240117 182.        ]
generation done

here in gen no. 124
124	100  	   	[  0.9589004  197.91174891 160.        ]	   	[  1.02750074 211.16240117 182.        ]
generation done

here in gen no. 125
125	100  	   	[  0.9589004  197.91174891 160.        ]	   	[  1.01323901 208.67065078 182.        ]
generation done

here in gen no. 126
126	100  	   	[  0.95688963 197.91174891 160.        ]	   	[  1.02588851 208.67065078 183.        ]
generation done

here in gen no. 127
127	100  	   	[  0.94959088 195.6900733  160.        ]	   	[  1.02588851 207.10457366 182.        ]
generation done

here in gen no. 128
128	100  	   	[  0.94959088 195.6900733  160.        ]	   	[  1.04309017 205.57329656 183.        ]
generation done

here in gen no. 129
129	100  	   	[  0.94959088 195.6900733  160.        ]	   	[  1.04309017 205.58982816 183.        ]
generation done

here in gen no. 130
130	100  	   	[  0.94959088 195.6900733  160.        ]	   	[  1.04309017 204.8238785  184.        ]
generation done

here in gen no. 131
131	100  	   	[  0.94648255 193.93041877 160.        ]	   	[  1.04309017 204.8238785  184.        ]
generation done

here in gen no. 132
132	100  	   	[  0.94648255 193.93041877 160.        ]	   	[  1.02595186 204.45879439 184.        ]
generation done

here in gen no. 133
133	100  	   	[  0.94648255 193.93041877 160.        ]	   	[  1.02595186 204.05021647 184.        ]
generation done

here in gen no. 134
134	100  	   	[  0.94648255 193.93041877 160.        ]	   	[  1.02595186 202.75362106 184.        ]
generation done

here in gen no. 135
135	100  	   	[  0.94390104 193.93041877 160.        ]	   	[  1.02595186 201.79939235 184.        ]
generation done

here in gen no. 136
136	100  	   	[  0.93323268 192.04027181 160.        ]	   	[  1.02595186 201.4174271  186.        ]
generation done

here in gen no. 137
137	100  	   	[  0.93323268 192.03034579 160.        ]	   	[  1.02595186 201.4174271  186.        ]
generation done

here in gen no. 138
138	100  	   	[  0.93323268 192.03034579 160.        ]	   	[  1.04245332 200.67994224 186.        ]
generation done

here in gen no. 139
139	100  	   	[  0.93323268 192.03034579 160.        ]	   	[  1.03816226 200.67994224 186.        ]
generation done

here in gen no. 140
140	100  	   	[  0.93058451 192.03034579 160.        ]	   	[  1.03816226 200.31025294 186.        ]
generation done

here in gen no. 141
141	100  	   	[  0.9266515  190.75271368 160.        ]	   	[  1.01820306 201.35205089 184.        ]
generation done

here in gen no. 142
142	100  	   	[  0.9266515  190.75271368 160.        ]	   	[  1.01820306 201.35205089 184.        ]
generation done

here in gen no. 143
143	100  	   	[  0.9266515  190.75271368 160.        ]	   	[  1.01820306 199.58283944 184.        ]
generation done

here in gen no. 144
144	100  	   	[  0.9266515  190.75271368 160.        ]	   	[  1.01820306 199.58283944 184.        ]
generation done

here in gen no. 145
145	100  	   	[  0.9266515  190.75271368 160.        ]	   	[  1.01820306 198.90321111 186.        ]
generation done

here in gen no. 146
146	100  	   	[  0.9266515  189.66068481 160.        ]	   	[  1.01820306 198.90321111 186.        ]
generation done

here in gen no. 147
147	100  	   	[  0.91804836 188.33261858 160.        ]	   	[  1.01820306 198.10157269 178.        ]
generation done

here in gen no. 148
148	100  	   	[  0.91373364 188.33261858 160.        ]	   	[  1.00201645 196.87734583 178.        ]
generation done

here in gen no. 149
149	100  	   	[  0.90655423 188.17934661 160.        ]	   	[  0.97552276 196.06390572 180.        ]
generation done

here in gen no. 150
150	100  	   	[  0.90655423 188.17934661 160.        ]	   	[  0.95627879 196.06390572 180.        ]
generation done

here in gen no. 151
151	100  	   	[  0.90649363 188.17934661 160.        ]	   	[  0.95627879 195.81532795 180.        ]
generation done

here in gen no. 152
152	100  	   	[  0.90649363 184.73865265 160.        ]	   	[  0.94332951 194.71051504 181.        ]
generation done

here in gen no. 153
153	100  	   	[  0.89779455 184.73865265 160.        ]	   	[  0.94332951 194.71051504 181.        ]
generation done

here in gen no. 154
154	100  	   	[  0.89779455 184.73865265 160.        ]	   	[  0.94297578 193.73685395 182.        ]
generation done

here in gen no. 155
155	100  	   	[  0.89779455 184.73865265 160.        ]	   	[  0.94297578 193.73685395 182.        ]
generation done

here in gen no. 156
156	100  	   	[  0.89779455 184.73865265 160.        ]	   	[  0.93607287 193.0830574  181.        ]
generation done

here in gen no. 157
157	100  	   	[  0.89779455 183.97673917 160.        ]	   	[  0.93607287 192.39065867 183.        ]
generation done

here in gen no. 158
158	100  	   	[  0.89395502 183.97673917 160.        ]	   	[  0.93351749 191.11554887 183.        ]
generation done

here in gen no. 159
159	100  	   	[  0.86749881 178.39311349 160.        ]	   	[  0.93430151 190.99946968 183.        ]
generation done

here in gen no. 160
160	100  	   	[  0.86749881 178.39311349 160.        ]	   	[  0.94465133 190.47739337 183.        ]
generation done 96
96 	100  	   	[  0.99970582 206.16728569 160.        ]	   	[  1.0854895  228.70053384 199.        ]
generation done

here in gen no. 97
97 	100  	   	[  0.99200558 204.8654317  160.        ]	   	[  1.10530767 228.70053384 199.        ]
generation done

here in gen no. 98
98 	100  	   	[  0.99200558 202.11697543 160.        ]	   	[  1.10530767 228.70053384 200.        ]
generation done

here in gen no. 99
99 	100  	   	[  0.99002521 201.63852708 160.        ]	   	[  1.11123349 228.70053384 200.        ]
generation done

here in gen no. 100
100	100  	   	[  0.99002521 201.63852708 160.        ]	   	[  1.11123349 223.63498979 202.        ]
generation done

here in gen no. 101
101	100  	   	[  0.98387894 201.63852708 160.        ]	   	[  1.1289967  222.31108578 202.        ]
generation done

here in gen no. 102
102	100  	   	[  0.98387894 201.63852708 160.        ]	   	[  1.0863541  222.31108578 202.        ]
generation done

here in gen no. 103
103	100  	   	[  0.98387894 201.63852708 160.        ]	   	[  1.09269128 222.31108578 202.        ]
generation done

here in gen no. 104
104	100  	   	[  0.98387894 201.63852708 160.        ]	   	[  1.09269128 222.31108578 202.        ]
generation done

here in gen no. 105
105	100  	   	[  0.98387894 199.46780635 160.        ]	   	[  1.06602367 222.31108578 204.        ]
generation done

here in gen no. 106
106	100  	   	[  0.97674595 199.46780635 160.        ]	   	[  1.08012675 219.87587022 202.        ]
generation done

here in gen no. 107
107	100  	   	[  0.97674595 199.46780635 160.        ]	   	[  1.08012675 219.87587022 200.        ]
generation done

here in gen no. 108
108	100  	   	[  0.97674595 199.46780635 160.        ]	   	[  1.08012675 219.87587022 200.        ]
generation done

here in gen no. 109
109	100  	   	[  0.97383862 199.46780635 160.        ]	   	[  1.08012675 218.69509689 202.        ]
generation done

here in gen no. 110
110	100  	   	[  0.97383862 199.46780635 160.        ]	   	[  1.06635795 218.69509689 202.        ]
generation done

here in gen no. 111
111	100  	   	[  0.97383862 199.46780635 160.        ]	   	[  1.06635795 218.66540808 202.        ]
generation done

here in gen no. 112
112	100  	   	[  0.97383862 198.78298569 160.        ]	   	[  1.06635795 218.66540808 203.        ]
generation done

here in gen no. 113
113	100  	   	[  0.97383862 198.78298569 160.        ]	   	[  1.06635795 218.66540808 203.        ]
generation done

here in gen no. 114
114	100  	   	[  0.97383862 198.78298569 160.        ]	   	[  1.06635795 218.66540808 203.        ]
generation done

here in gen no. 115
115	100  	   	[  0.96278994 198.78298569 160.        ]	   	[  1.06635795 218.66540808 203.        ]
generation done

here in gen no. 116
116	100  	   	[  0.95052635 192.01518838 160.        ]	   	[  1.049078   217.83020296 203.        ]
generation done

here in gen no. 117
117	100  	   	[  0.95052635 192.01518838 160.        ]	   	[  1.0997212  217.83020296 203.        ]
generation done

here in gen no. 118
118	100  	   	[  0.95052635 192.01518838 160.        ]	   	[  1.0997212  217.32646671 204.        ]
generation done

here in gen no. 119
119	100  	   	[  0.94664575 192.01518838 160.        ]	   	[  1.05225182 215.25983773 204.        ]
generation done

here in gen no. 120
120	100  	   	[  0.94664575 192.01518838 160.        ]	   	[  1.05225182 215.25983773 204.        ]
generation done

here in gen no. 121
121	100  	   	[  0.93820938 192.01518838 160.        ]	   	[  1.06375902 213.19739702 204.        ]
generation done

here in gen no. 122
122	100  	   	[  0.93820938 192.01518838 160.        ]	   	[  1.06375902 213.4513943  204.        ]
generation done

here in gen no. 123
123	100  	   	[  0.93820938 192.01518838 160.        ]	   	[  1.06375902 212.57918161 202.        ]
generation done

here in gen no. 124
124	100  	   	[  0.93820938 192.01518838 160.        ]	   	[  1.0518278  212.55523779 202.        ]
generation done

here in gen no. 125
125	100  	   	[  0.93820938 192.01518838 160.        ]	   	[  1.0518278  211.63293864 202.        ]
generation done

here in gen no. 126
126	100  	   	[  0.9341729  192.01518838 160.        ]	   	[  1.07661433 211.28526153 202.        ]
generation done

here in gen no. 127
127	100  	   	[  0.9341729  191.63212682 160.        ]	   	[  1.12921696 211.28526153 202.        ]
generation done

here in gen no. 128
128	100  	   	[  0.9341729  191.63212682 160.        ]	   	[  1.12921696 210.32390919 202.        ]
generation done

here in gen no. 129
129	100  	   	[  0.9341729  191.63212682 160.        ]	   	[  1.12921696 210.32390919 202.        ]
generation done

here in gen no. 130
130	100  	   	[  0.9341729 191.5935301 160.       ]   	   	[  1.12921696 212.32948672 202.        ]
generation done

here in gen no. 131
131	100  	   	[  0.9341729 191.5935301 160.       ]   	   	[  1.04451884 214.78582004 202.        ]
generation done

here in gen no. 132
132	100  	   	[  0.9341729 191.5935301 160.       ]   	   	[  1.03136923 214.78582004 202.        ]
generation done

here in gen no. 133
133	100  	   	[  0.92300677 188.90736411 160.        ]	   	[  1.02562155 214.78582004 203.        ]
generation done

here in gen no. 134
134	100  	   	[  0.92300677 188.90736411 160.        ]	   	[  1.02562155 214.43518862 203.        ]
generation done

here in gen no. 135
135	100  	   	[  0.92300677 188.90736411 160.        ]	   	[  1.0405329  214.43518862 203.        ]
generation done

here in gen no. 136
136	100  	   	[  0.92248016 188.90736411 160.        ]	   	[  1.02562155 211.86619461 203.        ]
generation done

here in gen no. 137
137	100  	   	[  0.91670334 187.87132201 160.        ]	   	[  1.18730222 210.36026722 203.        ]
generation done

here in gen no. 138
138	100  	   	[  0.91670334 187.87132201 160.        ]	   	[  1.18730222 210.36026722 203.        ]
generation done

here in gen no. 139
139	100  	   	[  0.91670334 187.87132201 160.        ]	   	[  1.18804487 210.41179231 203.        ]
generation done

here in gen no. 140
140	100  	   	[  0.91670334 187.87132201 160.        ]	   	[  1.18730222 205.1118225  203.        ]
generation done

here in gen no. 141
141	100  	   	[  0.91276346 187.87132201 160.        ]	   	[  1.18730222 205.1118225  204.        ]
generation done

here in gen no. 142
142	100  	   	[  0.91276346 187.87132201 160.        ]	   	[  1.18730222 204.7668002  204.        ]
generation done

here in gen no. 143
143	100  	   	[  0.91276346 187.87132201 160.        ]	   	[  1.18730222 203.4229308  206.        ]
generation done

here in gen no. 144
144	100  	   	[  0.90755588 186.25322987 160.        ]	   	[  1.18730222 202.65261271 206.        ]
generation done

here in gen no. 145
145	100  	   	[  0.90755588 186.25322987 160.        ]	   	[  1.18730222 202.65261271 206.        ]
generation done

here in gen no. 146
146	100  	   	[  0.90755588 186.25322987 160.        ]	   	[  1.18730222 202.65261271 207.        ]
generation done

here in gen no. 147
147	100  	   	[  0.90755588 186.09386613 160.        ]	   	[  1.03599316 204.95370225 207.        ]
generation done

here in gen no. 148
148	100  	   	[  0.90663304 186.09386613 160.        ]	   	[  1.03599316 203.84534648 207.        ]
generation done

here in gen no. 149
149	100  	   	[  0.89428533 186.09386613 160.        ]	   	[  1.07150449 200.29884533 207.        ]
generation done

here in gen no. 150
150	100  	   	[  0.89428533 186.09386613 160.        ]	   	[  1.03599316 200.29884533 204.        ]
generation done

here in gen no. 151
151	100  	   	[  0.89428533 186.09386613 160.        ]	   	[  1.03599316 199.29761653 204.        ]
generation done

here in gen no. 152
152	100  	   	[  0.89428533 186.09386613 160.        ]	   	[  1.03599316 200.18403341 204.        ]
generation done

here in gen no. 153
153	100  	   	[  0.89428533 186.09386613 160.        ]	   	[  1.00802619 200.18403341 204.        ]
generation done

here in gen no. 154
154	100  	   	[  0.88993712 183.69907361 160.        ]	   	[  1.0519941  200.18403341 204.        ]
generation done

here in gen no. 155
155	100  	   	[  0.88993712 183.69907361 160.        ]	   	[  1.06147534 198.84705785 206.        ]
generation done

here in gen no. 161
161	100  	   	[  0.86749881 178.39311349 160.        ]	   	[  0.94465133 190.03275897 183.        ]
generation done

here in gen no. 162
162	100  	   	[  0.86749881 178.39311349 160.        ]	   	[  0.94465133 189.7373827  184.        ]
generation done

here in gen no. 163
163	100  	   	[  0.86749881 178.39311349 160.        ]	   	[  0.9162861 190.0606067 184.       ]   
generation done

here in gen no. 164
164	100  	   	[  0.86749881 178.39311349 160.        ]	   	[  0.91517763 188.92788711 184.        ]
generation done

here in gen no. 165
165	100  	   	[  0.86749881 178.39311349 160.        ]	   	[  0.91672066 188.92788711 184.        ]
generation done

here in gen no. 166
166	100  	   	[  0.86749881 178.39311349 160.        ]	   	[  0.93896164 187.64177755 184.        ]
generation done

here in gen no. 167
167	100  	   	[  0.86749881 178.39311349 160.        ]	   	[  0.91678324 187.25713608 186.        ]
generation done

here in gen no. 168
168	100  	   	[  0.86749881 178.39311349 160.        ]	   	[  0.91538881 187.25713608 186.        ]
generation done

here in gen no. 169
169	100  	   	[  0.86749881 178.39311349 160.        ]	   	[  0.91418724 187.25713608 183.        ]
generation done

here in gen no. 170
170	100  	   	[  0.86749881 178.39311349 160.        ]	   	[  0.91418724 187.49758522 185.        ]
generation done

here in gen no. 171
171	100  	   	[  0.86206277 177.19740846 160.        ]	   	[  0.91118311 187.49758522 185.        ]
generation done

here in gen no. 172
172	100  	   	[  0.86206277 177.19740846 160.        ]	   	[  0.91118311 187.49758522 185.        ]
generation done

here in gen no. 173
173	100  	   	[  0.86206277 177.19740846 160.        ]	   	[  0.91109562 187.49758522 187.        ]
generation done

here in gen no. 174
174	100  	   	[  0.86206277 177.19740846 160.        ]	   	[  0.91109562 185.59245567 187.        ]
generation done

here in gen no. 175
175	100  	   	[  0.86206277 177.19740846 160.        ]	   	[  0.91109562 185.34013126 187.        ]
generation done

here in gen no. 176
176	100  	   	[  0.86206277 177.19740846 160.        ]	   	[  0.90156587 185.34013126 189.        ]
generation done

here in gen no. 177
177	100  	   	[  0.85340536 176.42310009 160.        ]	   	[  0.91038017 185.34013126 189.        ]
generation done

here in gen no. 178
178	100  	   	[  0.85340536 176.42310009 160.        ]	   	[  0.91038017 185.34013126 187.        ]
generation done

here in gen no. 179
179	100  	   	[  0.85340536 176.27621106 160.        ]	   	[  0.89879934 185.87752122 187.        ]
generation done

here in gen no. 180
180	100  	   	[  0.85340536 176.27621106 160.        ]	   	[  0.89879934 185.35490602 187.        ]
generation done

here in gen no. 181
181	100  	   	[  0.85340536 176.27621106 160.        ]	   	[  0.89616249 185.85884722 187.        ]
generation done

here in gen no. 182
182	100  	   	[  0.85340536 175.9747889  160.        ]	   	[  0.89616249 185.34013126 187.        ]
generation done

here in gen no. 183
183	100  	   	[  0.85340536 175.9747889  160.        ]	   	[  0.8952935  185.34013126 187.        ]
generation done

here in gen no. 184
184	100  	   	[  0.85340536 175.9747889  160.        ]	   	[  0.8952935  183.75922257 187.        ]
generation done

here in gen no. 185
185	100  	   	[  0.8492319  175.32517201 160.        ]	   	[  0.89089587 183.75922257 187.        ]
generation done

here in gen no. 186
186	100  	   	[  0.8492319  175.32517201 160.        ]	   	[  0.89513786 183.20860627 187.        ]
generation done

here in gen no. 187
187	100  	   	[  0.8492319  175.32517201 160.        ]	   	[  0.88396747 183.20860627 187.        ]
generation done

here in gen no. 188
188	100  	   	[  0.8492319  175.32517201 160.        ]	   	[  0.8840746 181.966686  184.       ]   
generation done

here in gen no. 189
189	100  	   	[  0.8492319  175.32517201 160.        ]	   	[  0.88342666 181.966686   184.        ]
generation done

here in gen no. 190
190	100  	   	[  0.8492319  175.32517201 160.        ]	   	[  0.88342666 181.966686   182.        ]
generation done

here in gen no. 191
191	100  	   	[  0.8492319  175.32517201 160.        ]	   	[  0.88342666 181.966686   182.        ]
generation done

here in gen no. 192
192	100  	   	[  0.8492319  175.32517201 160.        ]	   	[  0.87963812 180.51508372 182.        ]
generation done

here in gen no. 193
193	100  	   	[  0.8492319  175.32517201 160.        ]	   	[  0.87963812 180.51508372 181.        ]
generation done

here in gen no. 194
194	100  	   	[  0.84681697 175.32517201 160.        ]	   	[  0.87963812 180.424231   181.        ]
generation done

here in gen no. 195
195	100  	   	[  0.84681697 174.54253478 160.        ]	   	[  0.87963812 180.6242542  181.        ]
generation done

here in gen no. 196
196	100  	   	[  0.84681697 174.54253478 160.        ]	   	[  0.87963812 180.6242542  183.        ]
generation done

here in gen no. 197
197	100  	   	[  0.84681697 174.4895922  160.        ]	   	[  0.87793522 181.41969105 184.        ]
generation done

here in gen no. 198
198	100  	   	[  0.84358413 172.30344189 160.        ]	   	[  0.87918748 180.34811049 184.        ]
generation done

here in gen no. 199
last gen after newpool 0.1261756420135498
199	100  	   	[  0.84358413 172.30344189 160.        ]	   	[  0.87793522 180.93111964 184.        ]
generation done
Overall time 2819.2616159915924
 ------------------------------------src done------------------------------------------- 
[<deap.creator.Individual object at 0x7f18c6f181d0>, <deap.creator.Individual object at 0x7f18c7098a90>, <deap.creator.Individual object at 0x7f18e7e64fd0>, <deap.creator.Individual object at 0x7f18e7f44a20>, <deap.creator.Individual object at 0x7f18c6f1af60>, <deap.creator.Individual object at 0x7f18c709af60>, <deap.creator.Individual object at 0x7f18e7989e80>, <deap.creator.Individual object at 0x7f18e7a06ba8>, <deap.creator.Individual object at 0x7f18e8076898>, <deap.creator.Individual object at 0x7f18e7a66860>, <deap.creator.Individual object at 0x7f18e7ba6c88>]
Pareto Front: 
(0.8626760856929487, 177.34774269121965, 160.0)
(0.8538328831617437, 175.88063642203463, 162.0)
(0.8538328831617437, 175.88063642203463, 162.0)
(0.8435841332635786, 172.30344188560196, 176.0)
(0.8512204864139352, 174.5425347833657, 163.0)
(0.8512204864139352, 174.5425347833657, 163.0)
(0.8573286034360329, 177.54974905124027, 160.0)
(0.8638786182918426, 177.28612632695672, 160.0)
(0.8481840003226766, 174.68754342665844, 165.0)
(0.8619465081717016, 174.489592202596, 174.0)
(0.8647391684174242, 177.0668576948627, 160.0)
Pareto Front: 
(0.8481840003226766, 174.68754342665844, 165.0)
(0.8626760856929487, 177.34774269121965, 160.0)
(0.8647391684174242, 177.0668576948627, 160.0)
(0.8573286034360329, 177.54974905124027, 160.0)
(0.8638786182918426, 177.28612632695672, 160.0)
(0.8619465081717016, 174.489592202596, 174.0)
(0.8538328831617437, 175.88063642203463, 162.0)
(0.8538328831617437, 175.88063642203463, 162.0)
(0.8512204864139352, 174.5425347833657, 163.0)
(0.8512204864139352, 174.5425347833657, 163.0)
(0.8435841332635786, 172.30344188560196, 176.0)

test: test on one with min validation error 0.5454545454545454

 test: avg on sampled pareto set 0.7727272727272727
0


here in gen no. 156
156	100  	   	[  0.88993712 183.69907361 160.        ]	   	[  1.00840466 197.54261585 206.        ]
generation done

here in gen no. 157
157	100  	   	[  0.88993712 183.69907361 160.        ]	   	[  0.98606232 198.23063991 206.        ]
generation done

here in gen no. 158
158	100  	   	[  0.88993712 183.69907361 160.        ]	   	[  0.97279338 198.23063991 206.        ]
generation done

here in gen no. 159
159	100  	   	[  0.88934366 183.69907361 160.        ]	   	[  0.97279338 198.23063991 206.        ]
generation done

here in gen no. 160
160	100  	   	[  0.88934366 183.69907361 160.        ]	   	[  0.97279338 198.23063991 206.        ]
generation done

here in gen no. 161
161	100  	   	[  0.88934366 183.69907361 160.        ]	   	[  0.97279338 198.23063991 206.        ]
generation done

here in gen no. 162
162	100  	   	[  0.88934366 183.69907361 160.        ]	   	[  0.9634007  199.12221363 206.        ]
generation done

here in gen no. 163
163	100  	   	[  0.88934366 183.54522172 160.        ]	   	[  0.95267963 199.12221363 204.        ]
generation done

here in gen no. 164
164	100  	   	[  0.88847073 183.54522172 160.        ]	   	[  0.95246676 198.23063991 204.        ]
generation done

here in gen no. 165
165	100  	   	[  0.88847073 182.72628021 160.        ]	   	[  0.95246676 198.23063991 204.        ]
generation done

here in gen no. 166
166	100  	   	[  0.88847073 182.72628021 160.        ]	   	[  0.95334998 198.23063991 187.        ]
generation done

here in gen no. 167
167	100  	   	[  0.88847073 182.72628021 160.        ]	   	[  0.95593558 198.23063991 187.        ]
generation done

here in gen no. 168
168	100  	   	[  0.88847073 182.72628021 160.        ]	   	[  0.99832297 198.23063991 188.        ]
generation done

here in gen no. 169
169	100  	   	[  0.88407174 182.48049728 160.        ]	   	[  1.09570313 198.23063991 188.        ]
generation done

here in gen no. 170
170	100  	   	[  0.88407174 182.48049728 160.        ]	   	[  1.01877685 193.92102065 188.        ]
generation done

here in gen no. 171
171	100  	   	[  0.88407174 182.48049728 160.        ]	   	[  1.01877685 200.69091105 188.        ]
generation done

here in gen no. 172
172	100  	   	[  0.88407174 182.48049728 160.        ]	   	[  1.01877685 196.88037265 188.        ]
generation done

here in gen no. 173
173	100  	   	[  0.88221719 182.48049728 160.        ]	   	[  1.01877685 196.88037265 188.        ]
generation done

here in gen no. 174
174	100  	   	[  0.88221719 182.48049728 160.        ]	   	[  1.01877685 192.85092311 189.        ]
generation done

here in gen no. 175
175	100  	   	[  0.88221719 182.48049728 160.        ]	   	[  0.95460922 191.52092932 189.        ]
generation done

here in gen no. 176
176	100  	   	[  0.88221719 182.48049728 160.        ]	   	[  0.95460922 191.40573174 189.        ]
generation done

here in gen no. 177
177	100  	   	[  0.88221719 182.48049728 160.        ]	   	[  0.95460922 191.40573174 189.        ]
generation done

here in gen no. 178
178	100  	   	[  0.88221719 182.48049728 160.        ]	   	[  0.95460922 191.31543908 189.        ]
generation done

here in gen no. 179
179	100  	   	[  0.88221719 182.48049728 160.        ]	   	[  0.95460922 191.31543908 189.        ]
generation done

here in gen no. 180
180	100  	   	[  0.88221719 182.48049728 160.        ]	   	[  0.93995102 190.65363331 187.        ]
generation done

here in gen no. 181
181	100  	   	[  0.88182057 182.48049728 160.        ]	   	[  0.93308536 190.65363331 188.        ]
generation done

here in gen no. 182
182	100  	   	[  0.88182057 182.12251816 160.        ]	   	[  0.93016553 190.65363331 188.        ]
generation done

here in gen no. 183
183	100  	   	[  0.88182057 182.12251816 160.        ]	   	[  0.93016553 190.63354145 188.        ]
generation done

here in gen no. 184
184	100  	   	[  0.87668387 179.48315108 160.        ]	   	[  0.92203613 190.63354145 188.        ]
generation done

here in gen no. 185
185	100  	   	[  0.87590307 179.48315108 160.        ]	   	[  0.92203613 190.63354145 183.        ]
generation done

here in gen no. 186
186	100  	   	[  0.87590307 179.48315108 160.        ]	   	[  0.92203613 188.79961537 185.        ]
generation done

here in gen no. 187
187	100  	   	[  0.87590307 179.48315108 160.        ]	   	[  0.95843593 188.3576464  185.        ]
generation done

here in gen no. 188
188	100  	   	[  0.87590307 179.48315108 160.        ]	   	[  0.95843593 188.3576464  185.        ]
generation done

here in gen no. 189
189	100  	   	[  0.87590307 179.48315108 160.        ]	   	[  0.95843593 188.3576464  185.        ]
generation done

here in gen no. 190
190	100  	   	[  0.87590307 179.18378763 160.        ]	   	[  0.95843593 188.08367947 185.        ]
generation done

here in gen no. 191
191	100  	   	[  0.86783266 179.18378763 160.        ]	   	[  0.92385433 188.08367947 187.        ]
generation done

here in gen no. 192
192	100  	   	[  0.85214153 177.10046556 160.        ]	   	[  0.95094662 186.75974334 187.        ]
generation done

here in gen no. 193
193	100  	   	[  0.85214153 177.10046556 160.        ]	   	[  0.95094662 186.75974334 187.        ]
generation done

here in gen no. 194
194	100  	   	[  0.85214153 177.10046556 160.        ]	   	[  0.95094662 186.75974334 187.        ]
generation done

here in gen no. 195
195	100  	   	[  0.85214153 177.10046556 160.        ]	   	[  0.95094662 186.75974334 187.        ]
generation done

here in gen no. 196
196	100  	   	[  0.85214153 177.10046556 160.        ]	   	[  0.95094662 187.75967033 188.        ]
generation done

here in gen no. 197
197	100  	   	[  0.85214153 177.10046556 160.        ]	   	[  0.95094662 187.63422557 187.        ]
generation done

here in gen no. 198
198	100  	   	[  0.85214153 177.04187917 160.        ]	   	[  0.95094662 186.09403431 187.        ]
generation done

here in gen no. 199
last gen after newpool 0.14324212074279785
199	100  	   	[  0.85214153 177.04187917 160.        ]	   	[  0.95094662 184.70259186 188.        ]
generation done
Overall time 2830.2039415836334
 ------------------------------------src done------------------------------------------- 
[<deap.creator.Individual object at 0x7f1ee9e12710>, <deap.creator.Individual object at 0x7f1ee9f2de80>, <deap.creator.Individual object at 0x7f1ee9eb3fd0>, <deap.creator.Individual object at 0x7f1ebf97cf28>, <deap.creator.Individual object at 0x7f1ee9940320>, <deap.creator.Individual object at 0x7f1ee98f1b00>, <deap.creator.Individual object at 0x7f1ee9b74f98>, <deap.creator.Individual object at 0x7f1ee9b18128>, <deap.creator.Individual object at 0x7f1eea27d668>, <deap.creator.Individual object at 0x7f1ebf5a3cc0>]
Pareto Front: 
(0.8587147588837338, 179.88477225876585, 179.0)
(0.8840187722435611, 180.6722938816255, 160.0)
(0.8543331314140898, 177.75516123727516, 181.0)
(0.8802790982832114, 182.66755708632724, 160.0)
(0.9078027295703706, 180.30279288603205, 160.0)
(0.8897134138258012, 177.0418791679198, 186.0)
(0.9011921950742595, 180.42197466795236, 162.0)
(0.8605371256158205, 178.60157694305224, 164.0)
(0.8791593457554974, 180.04469873629307, 163.0)
(0.8521415299772773, 177.10046555725222, 184.0)
Pareto Front: 
(0.8605371256158205, 178.60157694305224, 164.0)
(0.8587147588837338, 179.88477225876585, 179.0)
(0.8897134138258012, 177.0418791679198, 186.0)
(0.8791593457554974, 180.04469873629307, 163.0)
(0.8521415299772773, 177.10046555725222, 184.0)
(0.9078027295703706, 180.30279288603205, 160.0)
(0.8802790982832114, 182.66755708632724, 160.0)
(0.8840187722435611, 180.6722938816255, 160.0)
(0.8543331314140898, 177.75516123727516, 181.0)
(0.9011921950742595, 180.42197466795236, 162.0)

test: test on one with min validation error 0.5454545454545454

 test: avg on sampled pareto set 0.5454545454545454
0
63
Traceback (most recent call last):
  File "learn_transformation_nsga2.py", line 299, in <module>
    main()
  File "learn_transformation_nsga2.py", line 244, in main
    offspring = tools.selTournamentDCD(pop, len(pop))
  File "/home/placements2018/.local/lib/python3.5/site-packages/deap/tools/emo.py", line 180, in selTournamentDCD
    chosen.append(tourn(individuals_1[i+2], individuals_1[i+3]))
IndexError: list index out of range
63
gen 	evals	std	min                          	avg	max                          
1   	300  	   	[1733.7258135  486.2687755]  	   	[1845.87182449  514.20202505]
2   	300  	   	[1721.27615687  485.4042642 ]	   	[1813.20330089  508.11369333]
3   	300  	   	[1717.25147033  482.37542232]	   	[1799.86472729  502.66856232]
4   	300  	   	[1675.50268555  473.47658928]	   	[1780.25614642  498.80164189]
5   	300  	   	[1675.50268555  473.47658928]	   	[1766.88847504  496.20872239]
6   	300  	   	[1655.44698437  471.03854839]	   	[1750.90040129  491.89379635]
7   	300  	   	[1655.44698437  471.03854839]	   	[1739.28064948  491.68862805]
8   	300  	   	[1639.29894909  468.86768195]	   	[1721.6487946   487.59386595]
9   	300  	   	[1635.6949973   467.78738121]	   	[1705.9926402   483.80246331]
10  	300  	   	[1632.68992828  465.47439255]	   	[1701.20777713  482.93026487]
11  	300  	   	[1616.8379624   463.75595254]	   	[1686.127235    478.57731929]
12  	300  	   	[1608.57924093  461.37416461]	   	[1665.67785187  476.42050624]
13  	300  	   	[1602.95744364  459.89336547]	   	[1658.04290144  475.82288577]
14  	300  	   	[1595.98942514  457.02086414]	   	[1653.02794013  474.72277075]
15  	300  	   	[1587.12202541  455.05454131]	   	[1640.75268497  472.36385576]
16  	300  	   	[1573.83378901  452.60600863]	   	[1627.8669802   469.87217244]
17  	300  	   	[1569.05091327  450.47105862]	   	[1622.05122208  464.58914937]
18  	300  	   	[1558.17685216  449.12375602]	   	[1610.66050444  462.75817927]
19  	300  	   	[1550.57259417  448.41643172]	   	[1606.63740278  461.79822678]
20  	300  	   	[1535.3563337   445.68434265]	   	[1593.41846393  461.04644253]
21  	300  	   	[1527.70569726  442.75198176]	   	[1581.63784658  457.22531012]
22  	300  	   	[1521.63337445  441.53688957]	   	[1577.26886643  457.22531012]
23  	300  	   	[1509.60273863  439.41478078]	   	[1567.37273014  453.06914586]
24  	300  	   	[1499.38463972  437.08777117]	   	[1563.089265    452.18742829]
25  	300  	   	[1498.5074978   435.67213202]	   	[1555.81637338  450.57118469]
26  	300  	   	[1498.23768195  433.18079462]	   	[1550.1051725   449.46980778]
27  	300  	   	[1486.00569191  430.4141023 ]	   	[1541.48544311  448.58211371]
28  	300  	   	[1474.69011     428.34871056]	   	[1533.86049977  447.56036861]
29  	300  	   	[1465.00354663  427.54846709]	   	[1518.62405522  444.85498808]
30  	300  	   	[1462.31832424  426.17813215]	   	[1511.42002198  440.12213206]
31  	300  	   	[1448.98145114  423.75188127]	   	[1508.53737885  437.87660627]
32  	300  	   	[1446.99305052  422.61117016]	   	[1508.53737885  434.83678595]
33  	300  	   	[1442.06067809  420.35691622]	   	[1499.00977108  434.83678595]
34  	300  	   	[1432.11332229  417.30998971]	   	[1499.00977108  434.22521774]
35  	300  	   	[1428.90962861  416.43096394]	   	[1481.80007749  428.99315406]
36  	300  	   	[1416.3927042   415.61887091]	   	[1472.61186589  427.43160176]
37  	300  	   	[1404.78431215  413.44445677]	   	[1464.6234146   426.80891782]
38  	300  	   	[1398.13322919  411.52785154]	   	[1453.46605748  424.37048145]
39  	300  	   	[1395.55605893  408.91171697]	   	[1444.33652691  422.19105144]
40  	300  	   	[1389.76826417  407.6803995 ]	   	[1435.3441193   422.19105144]
41  	300  	   	[1379.32323602  405.5137311 ]	   	[1433.02581415  419.32911645]
42  	300  	   	[1368.01847115  402.91366982]	   	[1423.47550655  419.2819637 ]
43  	300  	   	[1362.062498    401.98843857]	   	[1415.70256635  415.33397446]
44  	300  	   	[1359.26568802  400.3908674 ]	   	[1409.08977349  413.83288177]
45  	300  	   	[1352.74348271  398.31072093]	   	[1399.31145749  413.37711527]
46  	300  	   	[1334.9140688   395.98645007]	   	[1398.03051211  410.79476036]
47  	300  	   	[1334.9140688   394.86898426]	   	[1389.83493553  408.63365306]
48  	300  	   	[1329.12179569  392.70669679]	   	[1386.2845806   405.86408883]
49  	300  	   	[1318.84854047  387.65356354]	   	[1376.45736061  404.4780846 ]
50  	300  	   	[1315.19116321  387.65356354]	   	[1374.65557138  403.4582029 ]
51  	300  	   	[1308.76954933  387.01357851]	   	[1363.31331542  403.12194817]
52  	300  	   	[1301.24207042  383.84902932]	   	[1351.32420677  399.99658165]
53  	300  	   	[1294.81414334  382.85963616]	   	[1341.38735068  397.46622958]
54  	300  	   	[1286.25620006  379.89237485]	   	[1341.67431941  396.66438283]
55  	300  	   	[1282.47395371  379.89237485]	   	[1335.72153767  396.15898979]
56  	300  	   	[1278.4173352   378.99456973]	   	[1321.75426489  395.197431  ]
57  	300  	   	[1269.83982275  376.92683985]	   	[1316.27216067  390.82699555]
58  	300  	   	[1263.47890794  374.42220138]	   	[1313.23427401  387.98493038]
59  	300  	   	[1252.20474736  372.75851776]	   	[1306.97963781  385.91695005]
60  	300  	   	[1243.85846008  372.1408217 ]	   	[1305.92559666  384.41558009]
61  	300  	   	[1237.50571544  369.75918512]	   	[1290.21301661  383.03450232]
62  	300  	   	[1230.91803512  367.64266493]	   	[1283.99652448  383.03450232]
63  	300  	   	[1225.96802461  366.953778  ]	   	[1280.29653444  383.03450232]
64  	300  	   	[1218.39474053  365.6015482 ]	   	[1272.20403267  378.8243065 ]
65  	300  	   	[1214.38308707  363.6131962 ]	   	[1265.08580348  376.63572712]
66  	300  	   	[1197.20084855  361.12518601]	   	[1257.46255622  375.26342051]
67  	300  	   	[1188.37918965  357.33347332]	   	[1250.07715215  374.95102906]
68  	300  	   	[1177.12533421  355.08065289]	   	[1244.81611007  372.3088747 ]
69  	300  	   	[1177.12533421  355.08065289]	   	[1236.77976996  372.3088747 ]
70  	300  	   	[1170.66807641  353.11506329]	   	[1229.9058816  372.3088747]  
71  	300  	   	[1164.9793978   350.93039371]	   	[1214.634436    368.01215243]
72  	300  	   	[1148.27926567  349.55231726]	   	[1207.5788158   364.95615908]
73  	300  	   	[1148.27926567  348.74737562]	   	[1200.18987501  361.4891315 ]
74  	300  	   	[1135.89516485  347.22827196]	   	[1197.1393714   359.66114358]
75  	300  	   	[1132.11423074  346.10426593]	   	[1187.57803189  358.33453306]
76  	300  	   	[1129.65175546  344.0437375 ]	   	[1184.68514673  355.92533106]
77  	300  	   	[1121.76386385  342.12533965]	   	[1180.19503088  354.53226968]
78  	300  	   	[1119.1524112   340.10749458]	   	[1169.56592375  353.95927215]
79  	300  	   	[1107.07838245  338.95710831]	   	[1157.17168734  353.95927215]
80  	300  	   	[1107.05902654  336.40591701]	   	[1149.1074198   351.61058538]
81  	300  	   	[1098.09164999  333.43593138]	   	[1151.6680894   348.45557775]
82  	300  	   	[1088.73801367  333.43593138]	   	[1151.6680894   348.45557775]
83  	300  	   	[1079.71326949  331.38247666]	   	[1133.3904131   347.44975959]
84  	300  	   	[1071.69328977  329.31929222]	   	[1128.2075762   344.73126453]
85  	300  	   	[1065.75714819  328.49121553]	   	[1125.79224702  343.15320439]
86  	300  	   	[1056.87193065  325.66735013]	   	[1110.73916902  341.98036659]
87  	300  	   	[1052.70379849  324.05163069]	   	[1110.73916902  341.10925064]
88  	300  	   	[1042.47090581  323.37007139]	   	[1101.85375396  338.28034073]
89  	300  	   	[1041.85047797  321.76506009]	   	[1090.68219512  336.17672161]
90  	300  	   	[1027.58229965  319.71722486]	   	[1087.5978495   333.38590869]
91  	300  	   	[1024.48015668  319.70874375]	   	[1081.53027396  331.58739616]
92  	300  	   	[1020.25895945  315.95280487]	   	[1077.26487939  331.58739616]
93  	300  	   	[1009.85631872  314.92885092]	   	[1063.68080022  326.31591767]
94  	300  	   	[998.12909828 313.57226162]  	   	[1059.48130355  326.31591767]
95  	300  	   	[989.40979577 312.442726  ]  	   	[1057.11114751  326.31591767]
96  	300  	   	[989.26559782 308.68335946]  	   	[1055.52273747  322.1104133 ]
97  	300  	   	[976.26717597 308.0787797 ]  	   	[1049.70772744  322.1104133 ]
98  	300  	   	[969.03800136 305.83200506]  	   	[1035.6008567   319.28222668]
99  	300  	   	[967.39818439 304.03506489]  	   	[1026.77593446  318.96729541]
100 	300  	   	[963.48439417 301.75276598]  	   	[1015.70589945  316.97931273]
101 	300  	   	[948.35804661 299.50662378]  	   	[1012.75397628  316.00657771]
102 	300  	   	[944.2308579  299.23511173]  	   	[1000.39846254  312.31630666]
103 	300  	   	[938.08379033 297.2237934 ]  	   	[1000.39846254  311.84126516]
104 	300  	   	[937.40622669 296.40832269]  	   	[1000.39846254  311.34090824]
105 	300  	   	[935.75345787 295.19345794]  	   	[988.79423632 309.93479552]  
106 	300  	   	[918.47350873 293.24245468]  	   	[988.79423632 308.23686301]  
107 	300  	   	[914.39037227 292.32896354]  	   	[974.92422475 308.23686301]  
108 	300  	   	[909.69062492 291.4511085 ]  	   	[979.83803053 305.50994851]  
109 	300  	   	[907.26853035 290.2211017 ]  	   	[963.41884382 305.03094583]  
110 	300  	   	[897.99762583 288.98964616]  	   	[960.35667334 305.03094583]  
111 	300  	   	[894.22118228 286.41001733]  	   	[954.93642664 302.49302139]  
112 	300  	   	[882.20988917 286.16127647]  	   	[946.99875675 302.44332661]  
113 	300  	   	[882.20988917 283.6615932 ]  	   	[939.21177496 299.04323672]  
114 	300  	   	[877.31608997 283.6615932 ]  	   	[943.82044871 298.55037752]  
115 	300  	   	[867.48507894 281.49472189]  	   	[927.00418065 296.06580306]  
116 	300  	   	[853.14786667 281.20052742]  	   	[927.00418065 296.06580306]  
117 	300  	   	[853.14786667 279.13999062]  	   	[925.42318505 294.52987141]  
118 	300  	   	[852.75170955 278.56165882]  	   	[912.94830902 293.22521534]  
119 	300  	   	[842.36545603 276.27201292]  	   	[905.89436128 293.22521534]  
120 	300  	   	[829.28072956 273.03976654]  	   	[905.89436128 291.35921618]  
121 	300  	   	[823.11120706 273.03976654]  	   	[897.11970581 288.23868061]  
122 	300  	   	[814.816961   272.85365921]  	   	[887.54580468 287.18085275]  
123 	300  	   	[814.816961   269.69204989]  	   	[878.24986913 285.89508548]  
124 	300  	   	[812.9540673 269.2814507]    	   	[870.40915099 284.55666059]  
125 	300  	   	[805.86500349 268.01191181]  	   	[867.13881308 284.55666059]  
126 	300  	   	[788.99141525 268.01191181]  	   	[865.4328975 283.9710209]    
127 	300  	   	[788.99141525 264.84459213]  	   	[859.0825306  280.39371697]  
128 	300  	   	[778.41224883 264.04454331]  	   	[853.18762224 280.39371697]  
129 	300  	   	[774.18207419 262.7493455 ]  	   	[840.5839575  281.96567027]  
130 	300  	   	[774.18207419 259.69676705]  	   	[838.23376751 279.10511557]  
131 	300  	   	[765.96271942 258.9397082 ]  	   	[829.66690609 276.87599959]  
132 	300  	   	[756.35488155 256.48510194]  	   	[826.21521775 272.37564915]  
133 	300  	   	[749.25286035 256.48510194]  	   	[815.13749788 271.28639363]  
134 	300  	   	[745.64598904 255.02964227]  	   	[812.9999453  271.28639363]  
135 	300  	   	[743.23507767 254.04637902]  	   	[811.81515263 269.65313095]  
136 	300  	   	[722.58883208 253.98337932]  	   	[803.62323813 267.00273999]  
137 	300  	   	[722.58883208 252.05728115]  	   	[803.62323813 267.20840495]  
138 	300  	   	[722.58883208 250.97204149]  	   	[789.49404813 267.20840495]  
139 	300  	   	[719.85383645 249.53017498]  	   	[789.49404813 263.7981214 ]  
140 	300  	   	[708.88511793 249.03565944]  	   	[778.08160735 263.7981214 ]  
141 	300  	   	[708.88511793 246.76815819]  	   	[766.98129791 263.7981214 ]  
142 	300  	   	[704.39526014 246.08372672]  	   	[766.92511182 259.63782079]  
143 	300  	   	[698.30613564 244.62142474]  	   	[767.81336037 259.48981166]  
144 	300  	   	[691.02102031 242.12578006]  	   	[754.25302298 259.48981166]  
145 	300  	   	[686.43750684 241.50073606]  	   	[752.84502825 256.69633116]  
146 	300  	   	[680.74554971 241.1662622 ]  	   	[748.69657298 256.69633116]  
147 	300  	   	[665.89696775 239.3561792 ]  	   	[741.87786293 253.6294668 ]  
148 	300  	   	[665.89696775 238.26766255]  	   	[735.31719718 252.91837243]  
149 	300  	   	[656.00175952 235.50956377]  	   	[732.94202732 250.69600514]  
150 	300  	   	[656.00175952 235.50956377]  	   	[719.98471464 250.15117942]  
151 	300  	   	[645.02301144 233.97843291]  	   	[719.98471464 248.02139724]  
152 	300  	   	[639.16365591 232.44526186]  	   	[713.47694663 248.02139724]  
153 	300  	   	[639.16365591 231.91717124]  	   	[706.53614885 248.02139724]  
154 	300  	   	[636.78462418 229.35107006]  	   	[705.67092591 245.92162702]  
155 	300  	   	[620.28112022 228.23554248]  	   	[697.64206286 244.56223147]  
156 	300  	   	[619.83936606 227.53224195]  	   	[687.29501532 243.52478452]  
157 	300  	   	[613.08270108 227.53224195]  	   	[682.68044656 243.52478452]  
158 	300  	   	[610.1603854  225.72958751]  	   	[674.25918265 242.05504036]  
159 	300  	   	[606.31528712 224.99941679]  	   	[670.86278597 240.04869048]  
160 	300  	   	[600.82609829 223.76816819]  	   	[666.48262382 240.04869048]  
161 	300  	   	[593.55857485 222.29632752]  	   	[666.48262382 235.77469664]  
162 	300  	   	[587.61862171 220.74584985]  	   	[647.51023988 235.48329146]  
163 	300  	   	[572.79980742 219.81692101]  	   	[643.37699733 235.09175337]  
164 	300  	   	[572.79980742 218.92326416]  	   	[643.37699733 234.14124194]  
165 	300  	   	[560.63934558 218.17628373]  	   	[634.60399096 231.20597457]  
166 	300  	   	[555.63783806 217.8186395 ]  	   	[634.15429233 233.09763425]  
167 	300  	   	[554.489909   215.66014561]  	   	[630.21700521 232.61560315]  
168 	300  	   	[548.7490258  215.48127763]  	   	[619.11507333 229.44059618]  
169 	300  	   	[545.09596764 214.74897164]  	   	[618.33067862 229.12260638]  
170 	300  	   	[538.9772108  214.41945296]  	   	[617.9997646  228.52997644]  
171 	300  	   	[534.09644888 212.84623749]  	   	[610.86637836 228.52997644]  
172 	300  	   	[527.80819655 211.14062153]  	   	[608.26103203 227.25030054]  
173 	300  	   	[524.80606122 210.71255064]  	   	[608.26103203 227.25030054]  
174 	300  	   	[516.26518774 209.36103679]  	   	[608.26103203 227.25030054]  
175 	300  	   	[510.34731957 208.45715296]  	   	[592.76413522 223.83872398]  
176 	300  	   	[504.73111128 206.06281556]  	   	[589.88502462 224.17312853]  
177 	300  	   	[501.72076665 206.06281556]  	   	[581.3945697  225.23143621]  
178 	300  	   	[492.82486441 205.54637357]  	   	[578.69555534 225.23143621]  
179 	300  	   	[487.6018446 201.6050313]    	   	[568.02009196 225.23143621]  
180 	300  	   	[477.01856651 201.6050313 ]  	   	[569.48716334 223.47406683]  
181 	300  	   	[475.25747138 201.6050313 ]  	   	[554.94883505 222.8715122 ]  
182 	300  	   	[464.14059645 201.04587482]  	   	[554.94883505 220.60961958]  
183 	300  	   	[460.26846504 201.04587482]  	   	[550.0812303  220.24940192]  
184 	300  	   	[452.1985381  199.56254371]  	   	[534.89537525 218.65821072]  
185 	300  	   	[452.1985381  198.81095885]  	   	[534.89537525 218.45839764]  
186 	300  	   	[437.50459294 198.14412747]  	   	[538.09016966 216.86396596]  
187 	300  	   	[435.24893496 195.62915104]  	   	[526.5876635  216.90513928]  
188 	300  	   	[429.09369733 195.62915104]  	   	[526.5876635  216.32526195]  
189 	300  	   	[423.54633684 195.02392753]  	   	[522.16337529 214.29067381]  
190 	300  	   	[421.56273607 194.99472806]  	   	[509.15897921 214.29067381]  
191 	300  	   	[413.32792872 193.25627713]  	   	[502.42548602 214.21967459]  
192 	300  	   	[405.00399535 192.89491364]  	   	[502.42548602 213.2464787 ]  
193 	300  	   	[403.01839652 191.16862382]  	   	[480.45514777 210.69768854]  
194 	300  	   	[397.82541051 191.16862382]  	   	[480.45514777 209.30657408]  
195 	300  	   	[394.27898838 190.39050443]  	   	[476.64459727 209.30657408]  
196 	300  	   	[381.54458846 189.406805  ]  	   	[476.11599623 206.41074311]  
197 	300  	   	[381.54458846 187.72502837]  	   	[470.12892875 206.41074311]  
198 	300  	   	[373.56710026 186.43383315]  	   	[460.81364733 205.35833851]  
199 	300  	   	[368.87917521 186.43383315]  	   	[448.12245593 205.35833851]  
200 	300  	   	[367.63948627 185.43559166]  	   	[442.6548945  205.35833851]  
201 	300  	   	[364.44010138 184.17835682]  	   	[440.20600459 203.03829953]  
202 	300  	   	[346.5318996  182.09716459]  	   	[430.30789271 203.03829953]  
203 	300  	   	[329.48704311 182.09716459]  	   	[433.04478416 201.04978194]  
204 	300  	   	[329.48704311 180.53312907]  	   	[433.04478416 198.88058202]  
205 	300  	   	[329.48704311 179.32984955]  	   	[433.04478416 198.88058202]  
206 	300  	   	[329.48704311 178.65683971]  	   	[430.27373399 196.7638029 ]  
207 	300  	   	[329.48704311 177.17988183]  	   	[430.27373399 196.14798614]  
208 	300  	   	[316.12917542 176.74499698]  	   	[424.21319747 197.09798175]  
209 	300  	   	[311.08969051 175.932592  ]  	   	[412.09812863 197.09798175]  
210 	300  	   	[311.0423951  175.50664759]  	   	[412.09812863 197.62135143]  
211 	300  	   	[311.0423951  175.37898538]  	   	[406.1250382  199.68339975]  
212 	300  	   	[309.51729155 174.95685781]  	   	[389.77363565 195.60363952]  
213 	300  	   	[304.93720581 173.85442703]  	   	[393.45560135 195.60363952]  
214 	300  	   	[296.93739955 173.85442703]  	   	[385.9237589 196.0463406]    
215 	300  	   	[289.15210129 173.63797208]  	   	[385.9237589 196.0463406]    
216 	300  	   	[289.15210129 173.33559226]  	   	[375.21222514 197.11953996]  
217 	300  	   	[284.47635607 172.25138236]  	   	[375.21222514 197.11953996]  
218 	300  	   	[272.58570361 170.73479959]  	   	[375.21222514 195.62540968]  
219 	300  	   	[272.58570361 169.96088548]  	   	[375.21222514 198.6478122 ]  
220 	300  	   	[272.58570361 169.96088548]  	   	[363.5562269  194.57585134]  
221 	300  	   	[266.39555081 168.95470647]  	   	[359.58685225 194.00209226]  
222 	300  	   	[258.39559254 167.90600263]  	   	[359.58685225 196.19671851]  
223 	300  	   	[246.10231428 167.90600263]  	   	[359.58685225 196.19671851]  
224 	300  	   	[246.10231428 166.99222166]  	   	[336.06761041 196.19671851]  
225 	300  	   	[242.6119503  166.77450653]  	   	[338.40614535 187.62387296]  
226 	300  	   	[242.6119503  165.89535409]  	   	[336.06761041 186.33839117]  
227 	300  	   	[242.38676533 165.34645989]  	   	[328.38160161 186.33839117]  
228 	300  	   	[237.25905624 164.75211567]  	   	[324.80676756 184.11445439]  
229 	300  	   	[231.42293945 163.95868086]  	   	[324.80676756 186.07397857]  
230 	300  	   	[229.00186987 163.94712473]  	   	[324.56999966 186.07397857]  
231 	300  	   	[226.11569566 162.81631001]  	   	[324.56999966 184.21700422]  
232 	300  	   	[220.86782957 160.56107836]  	   	[318.64357008 184.21700422]  
233 	300  	   	[216.61296735 160.56107836]  	   	[318.64357008 184.73999431]  
234 	300  	   	[207.9768432  160.56107836]  	   	[307.22922963 184.21700422]  
235 	300  	   	[207.9768432  160.56107836]  	   	[297.33869954 180.12445187]  
236 	300  	   	[199.80497901 160.19599837]  	   	[294.33745907 179.74285339]  
237 	300  	   	[199.80497901 160.05622208]  	   	[294.33745907 179.76932801]  
238 	300  	   	[194.08452754 157.93851535]  	   	[294.33745907 181.24694661]  
239 	300  	   	[178.01069082 157.67115246]  	   	[285.97811456 179.76932801]  
240 	300  	   	[172.04596724 156.08606211]  	   	[282.36938914 178.97561778]  
241 	300  	   	[171.48718378 156.08606211]  	   	[268.46354545 178.97561778]  
242 	300  	   	[171.48718378 155.79971101]  	   	[266.42926845 178.64263171]  
243 	300  	   	[169.9256005  155.79971101]  	   	[263.53171516 178.64263171]  
244 	300  	   	[163.78147212 154.61400636]  	   	[263.53171516 179.52340786]  
245 	300  	   	[158.81131635 154.37078687]  	   	[263.53171516 179.52340786]  
246 	300  	   	[156.42782413 154.37078687]  	   	[263.53171516 179.52340786]  
247 	300  	   	[156.02798666 153.36832121]  	   	[263.53171516 179.52340786]  
248 	300  	   	[154.01008489 153.25658708]  	   	[247.03046388 174.34226703]  
249 	300  	   	[141.59596969 152.79494106]  	   	[238.23578592 174.34226703]  
250 	300  	   	[139.11584089 151.90921733]  	   	[237.86702047 174.09562519]  
251 	300  	   	[139.11584089 151.70415232]  	   	[233.74145478 174.69662701]  
252 	300  	   	[133.68778825 151.45630098]  	   	[225.19960612 174.69662701]  
253 	300  	   	[132.24426665 150.74905165]  	   	[224.65675364 174.8132709 ]  
254 	300  	   	[127.0273656  149.21157414]  	   	[224.65675364 178.22314844]  
255 	300  	   	[121.14778592 148.63967368]  	   	[223.76814029 171.27349005]  
256 	300  	   	[121.14778592 148.63967368]  	   	[228.56215499 172.1264063 ]  
257 	300  	   	[121.12145966 147.83042316]  	   	[228.56215499 172.1264063 ]  
258 	300  	   	[115.77568157 145.9757955 ]  	   	[215.71136817 170.9961645 ]  
259 	300  	   	[113.21038445 144.88451813]  	   	[207.41104891 170.9961645 ]  
260 	300  	   	[110.58956182 144.88451813]  	   	[207.41104891 170.36227889]  
261 	300  	   	[108.32296831 144.4130797 ]  	   	[207.41104891 170.36227889]  
262 	300  	   	[100.99970718 144.4130797 ]  	   	[206.32660782 170.36227889]  
263 	300  	   	[ 98.98303451 144.4130797 ]  	   	[206.32660782 170.10618139]  
264 	300  	   	[ 98.98303451 144.37188429]  	   	[206.32660782 169.0523709 ]  
265 	300  	   	[ 98.98303451 143.59617022]  	   	[206.32660782 165.6835909 ]  
266 	300  	   	[ 95.05852237 143.11184232]  	   	[196.53594943 164.8674293 ]  
267 	300  	   	[ 95.05852237 142.04481865]  	   	[196.49938835 164.72155784]  
268 	300  	   	[ 93.1328296  142.04481865]  	   	[196.49938835 164.72155784]  
269 	300  	   	[ 90.8612273  141.86019012]  	   	[181.59899468 161.63882655]  
270 	300  	   	[ 88.34595001 141.86019012]  	   	[181.59899468 161.63882655]  
271 	300  	   	[ 86.82632756 140.69988333]  	   	[181.59899468 159.21528852]  
272 	300  	   	[ 86.11912968 140.69988333]  	   	[181.59899468 159.21528852]  
273 	300  	   	[ 77.92389595 139.75922939]  	   	[169.52258429 159.21528852]  
274 	300  	   	[ 77.92389595 139.75922939]  	   	[158.73885769 159.51821259]  
275 	300  	   	[ 75.46675873 138.3266158 ]  	   	[148.5712529  159.21528852]  
276 	300  	   	[ 75.46675873 138.3266158 ]  	   	[144.09074966 158.00674986]  
277 	300  	   	[ 75.46675873 137.67889128]  	   	[142.63373605 158.00674986]  
278 	300  	   	[ 72.88712577 137.67889128]  	   	[134.06067981 157.38532882]  
279 	300  	   	[ 70.98627933 137.67889128]  	   	[136.80929218 156.20228308]  
280 	300  	   	[ 67.60310847 136.7013226 ]  	   	[136.80929218 154.75172218]  
281 	300  	   	[ 63.19781116 136.7013226 ]  	   	[136.80929218 154.29745501]  
282 	300  	   	[ 60.57862271 136.58869541]  	   	[130.70039518 154.29745501]  
283 	300  	   	[ 60.53969579 136.30011732]  	   	[130.18741284 154.29745501]  
284 	300  	   	[ 60.53969579 136.30011732]  	   	[128.39705999 151.73757216]  
285 	300  	   	[ 60.53969579 134.19078627]  	   	[126.03355944 151.73757216]  
286 	300  	   	[ 55.16707666 134.19078627]  	   	[123.18672319 151.73757216]  
287 	300  	   	[ 55.16707666 134.19078627]  	   	[119.46510322 153.15116686]  
288 	300  	   	[ 55.16707666 132.92005402]  	   	[119.46510322 151.19107422]  
289 	300  	   	[ 55.16707666 132.92005402]  	   	[119.46510322 151.19107422]  
290 	300  	   	[ 55.16707666 132.92005402]  	   	[119.46510322 151.19107422]  
291 	300  	   	[ 52.8383911  132.92005402]  	   	[108.47221986 150.93596854]  
292 	300  	   	[ 52.26644887 132.92005402]  	   	[107.52157519 150.93596854]  
293 	300  	   	[ 52.26644887 132.92005402]  	   	[105.14695048 150.93596854]  
294 	300  	   	[ 52.26644887 132.92005402]  	   	[113.8259752  150.93596854]  
295 	300  	   	[ 52.18101566 132.92005402]  	   	[109.02365704 150.93596854]  
296 	300  	   	[ 50.2483423  131.90797023]  	   	[109.67814317 150.93596854]  
297 	300  	   	[ 48.38622101 131.90797023]  	   	[109.67814317 150.93596854]  
298 	300  	   	[ 48.38622101 130.94228729]  	   	[107.94151901 150.93596854]  
299 	300  	   	[ 46.51369824 130.94228729]  	   	[112.83202046 150.93596854]  
300 	300  	   	[ 46.51369824 130.94228729]  	   	[107.94151901 150.50944487]  
301 	300  	   	[ 46.51369824 130.94228729]  	   	[101.57369089 150.50944487]  
302 	300  	   	[ 46.51369824 130.24065797]  	   	[101.57369089 150.50944487]  
303 	300  	   	[ 46.51369824 130.24065797]  	   	[ 97.39475628 150.50944487]  
304 	300  	   	[ 46.51369824 129.88506747]  	   	[ 97.39475628 150.50944487]  
305 	300  	   	[ 42.70643104 128.99928287]  	   	[ 97.39475628 150.50944487]  
306 	300  	   	[ 42.70643104 128.99928287]  	   	[ 96.33078216 149.44638637]  
307 	300  	   	[ 42.70643104 127.88029772]  	   	[ 96.33078216 149.44638637]  
308 	300  	   	[ 42.70643104 127.88029772]  	   	[ 96.33078216 149.44638637]  
309 	300  	   	[ 42.70643104 127.6962874 ]  	   	[ 89.82374099 149.44638637]  
310 	300  	   	[ 42.70643104 127.6962874 ]  	   	[ 99.46911    149.44638637]  
311 	300  	   	[ 42.70643104 127.42352909]  	   	[109.14996743 143.48583441]  
312 	300  	   	[ 42.70643104 127.42352909]  	   	[ 99.46911    143.48583441]  
313 	300  	   	[ 42.70643104 126.65760202]  	   	[ 99.46911    142.99399633]  
314 	300  	   	[ 42.70643104 126.65760202]  	   	[ 99.46911    142.99399633]  
315 	300  	   	[ 42.70643104 126.65760202]  	   	[ 89.82374099 142.99399633]  
316 	300  	   	[ 42.70643104 125.80879628]  	   	[ 89.82374099 142.99399633]  
317 	300  	   	[ 42.16875192 125.80879628]  	   	[ 89.82374099 142.1299513 ]  
318 	300  	   	[ 42.16875192 125.80879628]  	   	[ 85.12243731 142.1299513 ]  
319 	300  	   	[ 42.16875192 125.80879628]  	   	[ 80.01434031 142.1299513 ]  
320 	300  	   	[ 42.16875192 125.80879628]  	   	[ 80.01434031 140.96922012]  
321 	300  	   	[ 41.67812141 125.3078168 ]  	   	[ 76.68905758 140.96922012]  
322 	300  	   	[ 40.72290796 125.3078168 ]  	   	[ 75.17660058 140.96922012]  
323 	300  	   	[ 40.72290796 125.30087175]  	   	[ 75.17660058 140.96922012]  
324 	300  	   	[ 40.72290796 124.61469951]  	   	[ 75.17660058 140.73517286]  
325 	300  	   	[ 40.54038151 124.1812821 ]  	   	[ 74.40508951 140.73517286]  
326 	300  	   	[ 40.54038151 123.99653782]  	   	[ 74.40508951 140.73517286]  
327 	300  	   	[ 40.54038151 123.8575306 ]  	   	[ 74.40508951 140.73517286]  
328 	300  	   	[ 40.54038151 123.8575306 ]  	   	[ 74.40508951 140.73517286]  
329 	300  	   	[ 40.54038151 123.8575306 ]  	   	[ 74.40508951 140.73517286]  
330 	300  	   	[ 40.54038151 122.79841212]  	   	[ 71.14031061 140.73517286]  
331 	300  	   	[ 40.54038151 122.79841212]  	   	[ 70.74856923 140.73517286]  
332 	300  	   	[ 40.54038151 122.68090097]  	   	[ 70.74856923 140.73517286]  
333 	300  	   	[ 37.69858144 122.68090097]  	   	[ 70.74856923 138.79836987]  
334 	300  	   	[ 37.69858144 122.68090097]  	   	[ 72.36051648 138.79836987]  
335 	300  	   	[ 37.69858144 121.93191455]  	   	[ 68.49706572 138.79836987]  
336 	300  	   	[ 37.69858144 121.93191455]  	   	[ 68.49706572 138.79836987]  
337 	300  	   	[ 37.69858144 121.16810929]  	   	[ 67.9483889 138.755661 ]    
338 	300  	   	[ 37.69858144 121.16810929]  	   	[ 69.07480214 138.755661  ]  
339 	300  	   	[ 37.69858144 121.16810929]  	   	[ 69.53777148 138.755661  ]  
340 	300  	   	[ 37.69858144 121.16810929]  	   	[ 69.07480214 138.755661  ]  
341 	300  	   	[ 37.69858144 121.16810929]  	   	[ 72.76978201 138.755661  ]  
342 	300  	   	[ 37.69858144 121.16810929]  	   	[ 72.76978201 138.755661  ]  
343 	300  	   	[ 37.69858144 120.9247273 ]  	   	[ 69.07480214 138.755661  ]  
344 	300  	   	[ 37.69858144 120.9247273 ]  	   	[ 71.71353526 136.89476214]  
345 	300  	   	[ 37.69858144 120.71829067]  	   	[ 71.71353526 136.89476214]  
346 	300  	   	[ 37.69858144 120.71829067]  	   	[ 71.71353526 136.89476214]  
347 	300  	   	[ 37.69858144 120.33959851]  	   	[ 66.15131412 136.89476214]  
348 	300  	   	[ 37.69858144 120.30786895]  	   	[ 66.15131412 136.89476214]  
349 	300  	   	[ 37.69858144 119.89543246]  	   	[ 70.30523686 136.89476214]  
350 	300  	   	[ 36.5354904  119.75160506]  	   	[ 71.84959729 136.89476214]  
351 	300  	   	[ 36.5354904  119.67806032]  	   	[ 71.84959729 136.89476214]  
352 	300  	   	[ 36.5354904  119.14802551]  	   	[ 73.52877625 136.89476214]  
353 	300  	   	[ 36.5354904  119.14802551]  	   	[ 66.04477121 136.89476214]  
354 	300  	   	[ 36.5354904  119.14802551]  	   	[ 67.96410392 136.89476214]  
355 	300  	   	[ 36.5354904  119.14802551]  	   	[ 75.11167407 136.89476214]  
356 	300  	   	[ 36.5354904  119.14802551]  	   	[ 75.11167407 136.44817299]  
357 	300  	   	[ 36.5354904  119.08103725]  	   	[ 75.11167407 135.33412091]  
358 	300  	   	[ 36.5354904  118.82468233]  	   	[ 75.11167407 134.05812498]  
359 	300  	   	[ 35.21686431 118.54182278]  	   	[ 75.11167407 134.05812498]  
360 	300  	   	[ 35.21686431 117.92885605]  	   	[ 69.93288487 134.05812498]  
361 	300  	   	[ 35.21686431 117.92885605]  	   	[ 69.73437667 134.05812498]  
362 	300  	   	[ 35.21686431 117.92885605]  	   	[ 69.42141482 134.05812498]  
363 	300  	   	[ 35.21686431 117.92885605]  	   	[ 69.42141482 134.05812498]  
364 	300  	   	[ 35.21686431 117.46871791]  	   	[ 69.42141482 134.05812498]  
365 	300  	   	[ 35.21686431 117.46871791]  	   	[ 69.42141482 134.05812498]  
366 	300  	   	[ 35.21686431 117.46871791]  	   	[ 69.42141482 134.05812498]  
367 	300  	   	[ 35.21686431 117.46871791]  	   	[ 69.42141482 134.05812498]  
368 	300  	   	[ 35.21686431 117.43716756]  	   	[ 69.42141482 134.05812498]  
369 	300  	   	[ 35.21686431 117.43716756]  	   	[ 71.16761993 134.05812498]  
370 	300  	   	[ 35.21686431 117.43716756]  	   	[ 71.16761993 134.05812498]  
371 	300  	   	[ 35.21686431 117.40049953]  	   	[ 72.60281191 134.05812498]  
372 	300  	   	[ 35.21686431 116.21792488]  	   	[ 72.60281191 134.05812498]  
373 	300  	   	[ 35.21686431 116.21792488]  	   	[ 72.60281191 134.05812498]  
374 	300  	   	[ 35.21686431 116.21792488]  	   	[ 72.60281191 134.05812498]  
375 	300  	   	[ 35.21686431 116.07837529]  	   	[ 72.60281191 134.05812498]  
376 	300  	   	[ 35.21686431 116.07837529]  	   	[ 72.42108907 134.05812498]  
377 	300  	   	[ 35.21686431 116.07837529]  	   	[ 72.42108907 134.05812498]  
378 	300  	   	[ 35.21686431 115.74743058]  	   	[ 72.42108907 134.05812498]  
379 	300  	   	[ 35.21686431 115.74743058]  	   	[ 72.42108907 134.05812498]  
380 	300  	   	[ 35.21686431 115.19952185]  	   	[ 72.42108907 134.05812498]  
381 	300  	   	[ 35.21686431 115.19952185]  	   	[ 72.42108907 134.05812498]  
382 	300  	   	[ 35.21686431 115.19952185]  	   	[ 71.54341091 134.05812498]  
383 	300  	   	[ 35.21686431 115.19952185]  	   	[ 71.54341091 134.05812498]  
384 	300  	   	[ 35.21686431 115.19952185]  	   	[ 71.54341091 134.05812498]  
385 	300  	   	[ 35.21686431 115.19952185]  	   	[ 71.54341091 134.05812498]  
386 	300  	   	[ 35.21686431 114.20482757]  	   	[ 70.24978768 134.05812498]  
387 	300  	   	[ 35.21686431 114.20482757]  	   	[ 67.72870946 134.05812498]  
388 	300  	   	[ 35.21686431 114.20482757]  	   	[ 67.72870946 134.05812498]  
389 	300  	   	[ 35.21686431 114.20482757]  	   	[ 67.72870946 134.05812498]  
390 	300  	   	[ 35.21686431 114.20482757]  	   	[ 62.94699869 134.05812498]  
391 	300  	   	[ 35.21686431 114.06677107]  	   	[ 59.88802402 134.05812498]  
392 	300  	   	[ 35.21686431 114.06677107]  	   	[ 59.88802402 134.05812498]  
393 	300  	   	[ 35.21686431 114.06677107]  	   	[ 64.52512384 134.05812498]  
394 	300  	   	[ 35.21686431 114.06677107]  	   	[ 64.52512384 134.05812498]  
395 	300  	   	[ 35.21686431 112.61045209]  	   	[ 65.89194276 134.05812498]  
396 	300  	   	[ 35.21686431 112.61045209]  	   	[ 65.89194276 134.05812498]  
397 	300  	   	[ 33.38936257 112.61045209]  	   	[ 65.89194276 134.05812498]  
398 	300  	   	[ 33.38936257 112.61045209]  	   	[ 65.89194276 134.05812498]  
399 	300  	   	[ 33.38936257 112.61045209]  	   	[ 65.89194276 134.05812498]  
400 	300  	   	[ 33.38936257 112.61045209]  	   	[ 65.89194276 134.05812498]  
401 	300  	   	[ 33.38936257 112.61045209]  	   	[ 65.89194276 134.05812498]  
402 	300  	   	[ 33.37271976 112.61045209]  	   	[ 65.89194276 131.78089697]  
403 	300  	   	[ 33.37271976 112.61045209]  	   	[ 65.89194276 131.78089697]  
404 	300  	   	[ 33.37271976 112.61045209]  	   	[ 65.43161155 131.78089697]  
405 	300  	   	[ 33.37271976 112.61045209]  	   	[ 65.43161155 131.78089697]  
406 	300  	   	[ 33.37271976 112.61045209]  	   	[ 65.72317416 131.78089697]  
407 	300  	   	[ 33.37271976 112.61045209]  	   	[ 65.72317416 131.78089697]  
408 	300  	   	[ 33.37271976 112.61045209]  	   	[ 71.10794536 131.78089697]  
409 	300  	   	[ 33.37271976 112.61045209]  	   	[ 65.43161155 131.78089697]  
410 	300  	   	[ 33.37271976 112.37323979]  	   	[ 66.83981513 131.78089697]  
411 	300  	   	[ 33.37271976 111.78623299]  	   	[ 66.83981513 131.78089697]  
412 	300  	   	[ 33.37271976 111.78623299]  	   	[ 68.31235632 131.78089697]  
413 	300  	   	[ 33.37271976 111.78623299]  	   	[ 68.31235632 131.78089697]  
414 	300  	   	[ 33.37271976 111.78623299]  	   	[ 68.31235632 131.78089697]  
415 	300  	   	[ 33.37271976 111.78623299]  	   	[ 68.31235632 131.78089697]  
416 	300  	   	[ 33.37271976 111.05756746]  	   	[ 68.31235632 131.78089697]  
417 	300  	   	[ 33.37271976 111.05756746]  	   	[ 68.31235632 131.78089697]  
418 	300  	   	[ 33.37271976 111.05756746]  	   	[ 68.31235632 131.78089697]  
419 	300  	   	[ 33.37271976 111.05756746]  	   	[ 68.31235632 131.78089697]  
420 	300  	   	[ 33.37271976 111.05756746]  	   	[ 68.31235632 131.78089697]  
421 	300  	   	[ 33.37271976 111.05756746]  	   	[ 66.46480374 131.78089697]  
422 	300  	   	[ 33.37271976 111.05756746]  	   	[ 66.46480374 131.78089697]  
423 	300  	   	[ 33.11881338 111.05756746]  	   	[ 66.46480374 131.78089697]  
424 	300  	   	[ 33.11881338 110.60506902]  	   	[ 70.21048269 129.73497668]  
425 	300  	   	[ 33.11881338 110.60506902]  	   	[ 66.46480374 127.93115124]  
426 	300  	   	[ 33.11881338 110.60506902]  	   	[ 66.46480374 127.93115124]  
427 	300  	   	[ 33.11881338 110.60506902]  	   	[ 66.46480374 127.93115124]  
428 	300  	   	[ 32.82346119 109.59489879]  	   	[ 66.46480374 127.93115124]  
429 	300  	   	[ 32.82346119 109.59489879]  	   	[ 71.31206157 127.93115124]  
430 	300  	   	[ 32.82346119 109.59489879]  	   	[ 71.31206157 127.93115124]  
431 	300  	   	[ 32.82346119 109.59489879]  	   	[ 71.31206157 127.93115124]  
432 	300  	   	[ 32.82346119 109.59489879]  	   	[ 71.31206157 127.93115124]  
433 	300  	   	[ 32.82346119 109.59489879]  	   	[ 71.31206157 127.93115124]  
434 	300  	   	[ 32.82346119 109.59489879]  	   	[ 71.31206157 127.93115124]  
435 	300  	   	[ 32.82346119 109.59489879]  	   	[ 71.31206157 127.93115124]  
436 	300  	   	[ 32.82346119 108.22633032]  	   	[ 71.31206157 127.93115124]  
437 	300  	   	[ 32.82346119 108.22633032]  	   	[ 71.31206157 127.93115124]  
438 	300  	   	[ 32.82346119 107.89479783]  	   	[ 63.86575749 127.93115124]  
439 	300  	   	[ 32.82346119 107.89479783]  	   	[ 63.86575749 127.50998862]  
440 	300  	   	[ 32.82346119 107.89479783]  	   	[ 63.86575749 127.50998862]  
441 	300  	   	[ 32.82346119 107.89479783]  	   	[ 63.86575749 127.50998862]  
442 	300  	   	[ 32.82346119 107.89479783]  	   	[ 63.86575749 127.50998862]  
443 	300  	   	[ 32.82346119 107.89479783]  	   	[ 63.86575749 125.04148318]  
444 	300  	   	[ 32.82346119 107.89479783]  	   	[ 63.86575749 125.04148318]  
445 	300  	   	[ 32.82346119 107.89479783]  	   	[ 63.86575749 125.04148318]  
446 	300  	   	[ 32.82346119 107.89479783]  	   	[ 63.86575749 125.04148318]  
447 	300  	   	[ 32.82346119 107.89479783]  	   	[ 63.86575749 125.04148318]  
448 	300  	   	[ 32.82346119 107.89479783]  	   	[ 63.86575749 125.04148318]  
449 	300  	   	[ 32.82346119 107.89479783]  	   	[ 63.86575749 125.04148318]  
450 	300  	   	[ 32.82346119 107.67777031]  	   	[ 70.90357717 125.04148318]  
451 	300  	   	[ 32.82346119 107.67777031]  	   	[ 58.88103863 125.04148318]  
452 	300  	   	[ 32.82346119 107.67777031]  	   	[ 58.88103863 125.04148318]  
453 	300  	   	[ 32.82346119 107.67777031]  	   	[ 68.74671726 125.04148318]  
454 	300  	   	[ 32.82346119 107.67777031]  	   	[ 68.74671726 125.04148318]  
455 	300  	   	[ 32.82346119 107.67777031]  	   	[ 68.74671726 121.67314351]  
456 	300  	   	[ 32.82346119 107.46230371]  	   	[ 60.87014703 121.67314351]  
457 	300  	   	[ 32.37881849 107.46230371]  	   	[ 60.87014703 121.67314351]  
458 	300  	   	[ 32.37881849 107.46230371]  	   	[ 60.87014703 121.67314351]  
459 	300  	   	[ 32.37881849 107.46230371]  	   	[ 61.56911822 121.67314351]  
460 	300  	   	[ 32.37881849 107.02388458]  	   	[ 61.56911822 121.67314351]  
461 	300  	   	[ 32.37881849 107.02388458]  	   	[ 61.56911822 121.67314351]  
462 	300  	   	[ 32.37881849 107.02388458]  	   	[ 61.56911822 121.67314351]  
463 	300  	   	[ 32.37881849 107.02388458]  	   	[ 63.4044415  121.67314351]  
464 	300  	   	[ 32.37881849 107.02388458]  	   	[ 63.4044415  121.67314351]  
465 	300  	   	[ 32.37881849 107.02388458]  	   	[ 63.4044415  121.67314351]  
466 	300  	   	[ 32.37881849 107.02388458]  	   	[ 61.56911822 121.67314351]  
467 	300  	   	[ 32.37881849 107.02388458]  	   	[ 62.96800458 121.67314351]  
468 	300  	   	[ 32.13316699 105.84519357]  	   	[ 62.96800458 121.67314351]  
469 	300  	   	[ 32.13316699 105.84519357]  	   	[ 62.96800458 121.67314351]  
470 	300  	   	[ 32.13316699 105.84519357]  	   	[ 58.62769173 121.67314351]  
471 	300  	   	[ 32.13316699 105.84519357]  	   	[ 67.62881762 121.67314351]  
472 	300  	   	[ 32.13316699 105.84519357]  	   	[ 60.17656396 121.67314351]  
473 	300  	   	[ 32.13316699 105.84519357]  	   	[ 60.17656396 121.67314351]  
474 	300  	   	[ 32.13316699 105.84519357]  	   	[ 60.17656396 121.67314351]  
475 	300  	   	[ 32.13316699 105.84519357]  	   	[ 60.17656396 121.67314351]  
476 	300  	   	[ 32.13316699 105.84519357]  	   	[ 60.17656396 121.67314351]  
477 	300  	   	[ 32.13316699 105.84519357]  	   	[ 60.17656396 121.67314351]  
478 	300  	   	[ 32.13316699 105.84519357]  	   	[ 72.80916831 121.67314351]  
479 	300  	   	[ 32.13316699 105.84519357]  	   	[ 72.80916831 121.67314351]  
480 	300  	   	[ 32.13316699 105.84519357]  	   	[ 72.80916831 121.67314351]  
481 	300  	   	[ 32.13316699 105.84519357]  	   	[ 72.80916831 121.67314351]  
482 	300  	   	[ 32.13316699 105.84519357]  	   	[ 72.80916831 121.67314351]  
483 	300  	   	[ 32.13316699 105.84519357]  	   	[ 72.80916831 121.67314351]  
484 	300  	   	[ 32.13316699 105.84519357]  	   	[ 72.80916831 121.67314351]  
485 	300  	   	[ 32.13316699 105.81488866]  	   	[ 72.80916831 121.67314351]  
486 	300  	   	[ 32.13316699 105.81488866]  	   	[ 72.80916831 121.67314351]  
487 	300  	   	[ 32.13316699 105.81488866]  	   	[ 72.80916831 121.67314351]  
488 	300  	   	[ 32.13316699 105.81488866]  	   	[ 72.80916831 121.67314351]  
489 	300  	   	[ 32.13316699 105.53118559]  	   	[ 72.80916831 121.67314351]  
490 	300  	   	[ 32.13316699 105.34004991]  	   	[ 60.17656396 121.67314351]  
491 	300  	   	[ 32.13316699 105.34004991]  	   	[ 60.17656396 121.67314351]  
492 	300  	   	[ 32.13316699 105.34004991]  	   	[ 63.6105665  121.67314351]  
493 	300  	   	[ 32.13316699 105.20392771]  	   	[ 63.6105665  121.67314351]  
494 	300  	   	[ 32.13316699 105.20392771]  	   	[ 63.6105665  121.67314351]  
495 	300  	   	[ 32.13316699 104.75085984]  	   	[ 63.6105665  121.67314351]  
496 	300  	   	[ 32.13316699 104.75085984]  	   	[ 63.6105665  119.58224262]  
497 	300  	   	[ 32.13316699 104.75085984]  	   	[ 58.56794509 119.58224262]  
498 	300  	   	[ 32.13316699 104.75085984]  	   	[ 58.56794509 119.58224262]  
499 	300  	   	[ 32.13316699 104.53907004]  	   	[ 59.46028633 119.58224262]  
500 	300  	   	[ 32.13316699 104.53907004]  	   	[ 58.56794509 119.58224262]  
501 	300  	   	[ 32.13316699 104.53907004]  	   	[ 58.96256025 119.58224262]  
502 	300  	   	[ 32.13316699 104.53907004]  	   	[ 58.96256025 119.58224262]  
503 	300  	   	[ 32.13316699 104.53907004]  	   	[ 58.96256025 119.58224262]  
504 	300  	   	[ 32.13316699 104.53907004]  	   	[ 60.08505269 119.58224262]  
505 	300  	   	[ 32.13316699 104.53907004]  	   	[ 60.08505269 119.58224262]  
506 	300  	   	[ 32.13316699 104.53907004]  	   	[ 60.08505269 119.58224262]  
507 	300  	   	[ 32.13316699 104.05888977]  	   	[ 60.08505269 119.58224262]  
508 	300  	   	[ 32.13316699 104.05888977]  	   	[ 66.63657635 119.58224262]  
509 	300  	   	[ 32.13316699 104.05888977]  	   	[ 66.63657635 119.58224262]  
510 	300  	   	[ 32.13316699 103.8210037 ]  	   	[ 66.63657635 119.58224262]  
511 	300  	   	[ 32.13316699 103.8210037 ]  	   	[ 66.63657635 119.58224262]  
512 	300  	   	[ 32.13316699 103.8210037 ]  	   	[ 66.63657635 119.58224262]  
513 	300  	   	[ 32.13316699 103.8210037 ]  	   	[ 66.63657635 119.58224262]  
514 	300  	   	[ 32.13316699 103.8210037 ]  	   	[ 66.63657635 119.58224262]  
515 	300  	   	[ 31.33924115 103.8210037 ]  	   	[ 66.63657635 119.58224262]  
516 	300  	   	[ 31.33924115 103.8210037 ]  	   	[ 66.63657635 119.58224262]  
517 	300  	   	[ 31.33924115 103.8210037 ]  	   	[ 60.08505269 119.58224262]  
518 	300  	   	[ 31.17681673 103.8210037 ]  	   	[ 59.97424946 119.58224262]  
519 	300  	   	[ 31.17681673 103.82012812]  	   	[ 59.97424946 119.58224262]  
520 	300  	   	[ 31.17681673 102.94933488]  	   	[ 59.97424946 119.58224262]  
521 	300  	   	[ 31.17681673 102.94933488]  	   	[ 59.97424946 119.58224262]  
522 	300  	   	[ 31.17681673 102.94933488]  	   	[ 59.97424946 119.58224262]  
523 	300  	   	[ 31.17681673 102.94933488]  	   	[ 59.97424946 119.58224262]  
524 	300  	   	[ 31.17681673 102.94933488]  	   	[ 57.86880283 119.58224262]  
525 	300  	   	[ 30.70912993 102.94933488]  	   	[ 59.96827679 119.58224262]  
526 	300  	   	[ 30.70912993 102.94933488]  	   	[ 59.96827679 119.58224262]  
527 	300  	   	[ 30.70912993 102.94933488]  	   	[ 59.96827679 119.58224262]  
528 	300  	   	[ 30.70912993 102.74433085]  	   	[ 59.96827679 119.58224262]  
529 	300  	   	[ 30.70912993 102.74433085]  	   	[ 59.96827679 119.58224262]  
530 	300  	   	[ 30.70912993 102.74433085]  	   	[ 59.96827679 119.58224262]  
531 	300  	   	[ 30.70912993 102.74433085]  	   	[ 59.96827679 119.58224262]  
532 	300  	   	[ 30.70912993 102.74433085]  	   	[ 59.96827679 119.58224262]  
533 	300  	   	[ 30.70912993 102.74433085]  	   	[ 59.96827679 119.58224262]  
534 	300  	   	[ 30.70912993 102.74433085]  	   	[ 59.96827679 119.58224262]  
535 	300  	   	[ 30.11237846 102.74433085]  	   	[ 60.21151413 119.58224262]  
536 	300  	   	[ 30.11237846 102.74433085]  	   	[ 60.21151413 119.58224262]  
537 	300  	   	[ 30.11237846 102.74433085]  	   	[ 60.21151413 119.58224262]  
538 	300  	   	[ 30.11237846 102.74433085]  	   	[ 53.63275984 119.58224262]  
539 	300  	   	[ 30.11237846 102.74433085]  	   	[ 53.63275984 119.58224262]  
540 	300  	   	[ 30.11237846 102.74433085]  	   	[ 53.63275984 119.58224262]  
541 	300  	   	[ 30.11237846 102.74433085]  	   	[ 53.63275984 119.58224262]  
542 	300  	   	[ 30.11237846 102.19392908]  	   	[ 53.63275984 119.58224262]  
543 	300  	   	[ 30.11237846 101.88980715]  	   	[ 53.86298329 119.58224262]  
544 	300  	   	[ 30.11237846 101.88980715]  	   	[ 53.86298329 117.59590723]  
545 	300  	   	[ 30.11237846 101.88980715]  	   	[ 55.33658068 117.59590723]  
546 	300  	   	[ 30.11237846 101.88980715]  	   	[ 55.33658068 117.59590723]  
547 	300  	   	[ 30.11237846 101.88980715]  	   	[ 55.33658068 117.59590723]  
548 	300  	   	[ 30.11237846 101.88980715]  	   	[ 55.33658068 117.59590723]  
549 	300  	   	[ 30.11237846 101.88980715]  	   	[ 55.33658068 117.59590723]  
550 	300  	   	[ 30.11237846 101.88980715]  	   	[ 55.33658068 117.59590723]  
551 	300  	   	[ 30.11237846 101.88980715]  	   	[ 55.33658068 117.59590723]  
552 	300  	   	[ 30.11237846 101.88980715]  	   	[ 55.33658068 117.59590723]  
553 	300  	   	[ 30.11237846 101.88980715]  	   	[ 55.33658068 117.59590723]  
554 	300  	   	[ 30.11237846 101.88980715]  	   	[ 55.33658068 117.59590723]  
555 	300  	   	[ 30.11237846 101.88980715]  	   	[ 54.07927679 117.59590723]  
556 	300  	   	[ 30.11237846 101.88980715]  	   	[ 56.96000971 117.59590723]  
557 	300  	   	[ 30.11237846 101.88980715]  	   	[ 56.96000971 117.59590723]  
558 	300  	   	[ 30.11237846 101.88980715]  	   	[ 56.96000971 117.59590723]  
559 	300  	   	[ 30.11237846 101.88980715]  	   	[ 56.96000971 117.59590723]  
560 	300  	   	[ 30.11237846 101.88980715]  	   	[ 52.96137152 117.59590723]  
561 	300  	   	[ 30.11237846 101.46976901]  	   	[ 52.96137152 117.59590723]  
562 	300  	   	[ 30.11237846 101.46976901]  	   	[ 52.96137152 117.59590723]  
563 	300  	   	[ 30.11237846 101.46976901]  	   	[ 52.96137152 117.59590723]  
564 	300  	   	[ 30.11237846 100.99584224]  	   	[ 52.96137152 117.59590723]  
565 	300  	   	[ 30.11237846 100.99584224]  	   	[ 52.96137152 117.59590723]  
566 	300  	   	[ 30.11237846 100.99584224]  	   	[ 53.53419327 117.59590723]  
567 	300  	   	[ 30.11237846 100.99584224]  	   	[ 53.53419327 117.59590723]  
568 	300  	   	[ 30.11237846 100.99584224]  	   	[ 53.53419327 117.59590723]  
569 	300  	   	[ 30.11237846 100.99584224]  	   	[ 52.96137152 117.59590723]  
570 	300  	   	[ 30.11237846 100.99584224]  	   	[ 51.5473182  117.59590723]  
571 	300  	   	[ 30.11237846 100.99584224]  	   	[ 51.5473182  117.59590723]  
572 	300  	   	[ 30.11237846 100.99584224]  	   	[ 51.5473182  117.59590723]  
573 	300  	   	[ 30.11237846 100.99584224]  	   	[ 57.66007058 117.59590723]  
574 	300  	   	[ 30.11237846 100.99584224]  	   	[ 57.66007058 117.59590723]  
575 	300  	   	[ 30.11237846 100.99584224]  	   	[ 57.66007058 117.59590723]  
576 	300  	   	[ 30.11237846 100.99584224]  	   	[ 57.66007058 117.59590723]  
577 	300  	   	[ 30.11237846 100.99584224]  	   	[ 57.66007058 117.59590723]  
578 	300  	   	[ 30.11237846 100.99584224]  	   	[ 49.92892969 117.59590723]  
579 	300  	   	[ 30.11237846 100.99584224]  	   	[ 49.92892969 117.59590723]  
580 	300  	   	[ 30.11237846 100.76362298]  	   	[ 49.26878749 117.59590723]  
581 	300  	   	[ 30.11237846 100.76362298]  	   	[ 51.08507349 117.59590723]  
582 	300  	   	[ 30.11237846 100.76362298]  	   	[ 51.08507349 117.59590723]  
583 	300  	   	[ 30.11237846 100.76362298]  	   	[ 49.26878749 117.59590723]  
584 	300  	   	[ 30.11237846 100.76362298]  	   	[ 49.26878749 117.59590723]  
585 	300  	   	[ 30.11237846 100.76362298]  	   	[ 49.26878749 117.59590723]  
586 	300  	   	[ 30.11237846 100.76362298]  	   	[ 49.26878749 117.59590723]  
587 	300  	   	[ 30.11237846 100.76362298]  	   	[ 49.26878749 117.59590723]  
588 	300  	   	[ 30.11237846 100.76362298]  	   	[ 49.26878749 117.59590723]  
589 	300  	   	[ 30.11237846 100.76362298]  	   	[ 48.98467959 117.59590723]  
590 	300  	   	[ 30.11237846 100.76362298]  	   	[ 48.98467959 117.59590723]  
591 	300  	   	[ 30.11237846 100.76362298]  	   	[ 48.98467959 117.59590723]  
592 	300  	   	[ 30.11237846 100.76362298]  	   	[ 48.98467959 117.59590723]  
593 	300  	   	[ 30.11237846 100.76362298]  	   	[ 48.98467959 117.59590723]  
594 	300  	   	[ 30.11237846 100.76362298]  	   	[ 48.98467959 117.59590723]  
595 	300  	   	[ 30.11237846 100.73668815]  	   	[ 48.98467959 117.59590723]  
596 	300  	   	[ 30.11237846 100.73668815]  	   	[ 48.98467959 117.59590723]  
597 	300  	   	[ 30.11237846 100.73668815]  	   	[ 48.98467959 117.59590723]  
598 	300  	   	[ 30.11237846 100.73668815]  	   	[ 48.98467959 117.59590723]  
599 	300  	   	[ 30.11237846 100.73668815]  	   	[ 48.98467959 117.59590723]  
600 	300  	   	[ 30.11237846 100.55804648]  	   	[ 51.39236635 117.59590723]  
601 	300  	   	[ 30.11237846 100.35893101]  	   	[ 51.39236635 117.59590723]  
602 	300  	   	[ 30.11237846 100.06767317]  	   	[ 51.39236635 117.59590723]  
603 	300  	   	[ 30.11237846 100.06767317]  	   	[ 51.39236635 117.59590723]  
604 	300  	   	[ 30.11237846 100.06767317]  	   	[ 51.39236635 117.59590723]  
605 	300  	   	[ 30.11237846 100.06767317]  	   	[ 51.39236635 112.95152692]  
606 	300  	   	[ 30.11237846 100.06767317]  	   	[ 51.39236635 112.95152692]  
607 	300  	   	[ 30.11237846 100.06767317]  	   	[ 51.39236635 112.95152692]  
608 	300  	   	[ 30.11237846 100.06767317]  	   	[ 51.39236635 112.95152692]  
609 	300  	   	[ 30.11237846 100.06767317]  	   	[ 49.36013406 112.95152692]  
610 	300  	   	[30.11237846 99.95269751]    	   	[ 49.36013406 112.95152692]  
611 	300  	   	[30.11237846 99.95269751]    	   	[ 49.36013406 112.95152692]  
612 	300  	   	[30.11237846 99.95269751]    	   	[ 49.36013406 112.95152692]  
613 	300  	   	[30.11237846 99.95269751]    	   	[ 49.36013406 112.95152692]  
614 	300  	   	[30.11237846 99.95269751]    	   	[ 51.0625107  112.95152692]  
615 	300  	   	[30.11237846 99.95269751]    	   	[ 51.0625107  112.95152692]  
616 	300  	   	[30.11237846 99.95269751]    	   	[ 53.58328023 112.95152692]  
617 	300  	   	[30.11237846 99.95269751]    	   	[ 53.58328023 112.95152692]  
618 	300  	   	[30.11237846 99.54348409]    	   	[ 53.58328023 112.95152692]  
619 	300  	   	[30.11237846 99.54348409]    	   	[ 53.58328023 112.95152692]  
620 	300  	   	[30.11237846 99.54348409]    	   	[ 53.58328023 112.95152692]  
621 	300  	   	[30.11237846 99.54348409]    	   	[ 53.58328023 112.95152692]  
622 	300  	   	[30.11237846 99.54348409]    	   	[ 54.18054476 112.95152692]  
623 	300  	   	[30.11237846 99.54348409]    	   	[ 54.18054476 112.95152692]  
624 	300  	   	[30.11237846 99.54348409]    	   	[ 54.18054476 112.95152692]  
625 	300  	   	[30.11237846 99.54348409]    	   	[ 54.18054476 112.95152692]  
626 	300  	   	[30.11237846 99.54348409]    	   	[ 54.18054476 112.95152692]  
627 	300  	   	[30.11237846 99.54348409]    	   	[ 54.18054476 112.95152692]  
628 	300  	   	[30.11237846 98.75803261]    	   	[ 54.18054476 112.95152692]  
629 	300  	   	[29.71064765 98.75803261]    	   	[ 54.18054476 112.95152692]  
630 	300  	   	[29.71064765 98.75803261]    	   	[ 54.18054476 112.95152692]  
631 	300  	   	[29.71064765 98.75803261]    	   	[ 54.18054476 112.95152692]  
632 	300  	   	[29.71064765 98.75803261]    	   	[ 54.18054476 112.95152692]  
633 	300  	   	[29.71064765 98.75803261]    	   	[ 54.18054476 112.95152692]  
634 	300  	   	[29.71064765 98.75803261]    	   	[ 54.18054476 112.95152692]  
635 	300  	   	[29.71064765 98.75803261]    	   	[ 54.18054476 112.95152692]  
636 	300  	   	[29.71064765 98.75803261]    	   	[ 54.18054476 112.95152692]  
637 	300  	   	[29.71064765 98.75803261]    	   	[ 54.18054476 112.95152692]  
638 	300  	   	[29.71064765 98.75803261]    	   	[ 51.59110977 112.95152692]  
639 	300  	   	[29.04499254 98.75803261]    	   	[ 51.59110977 112.95152692]  
640 	300  	   	[29.04499254 98.75803261]    	   	[ 51.59110977 112.95152692]  
641 	300  	   	[29.04499254 98.75803261]    	   	[ 51.59110977 112.95152692]  
642 	300  	   	[29.04499254 98.75803261]    	   	[ 51.59110977 112.95152692]  
643 	300  	   	[29.04499254 98.75803261]    	   	[ 51.59110977 112.95152692]  
644 	300  	   	[29.04499254 98.75803261]    	   	[ 51.59110977 112.95152692]  
645 	300  	   	[29.04499254 98.75803261]    	   	[ 51.59110977 112.95152692]  
646 	300  	   	[29.04499254 98.75803261]    	   	[ 51.59110977 112.95152692]  
647 	300  	   	[29.04499254 98.75803261]    	   	[ 49.88819049 112.95152692]  
648 	300  	   	[29.04499254 98.52596182]    	   	[ 49.88819049 112.95152692]  
649 	300  	   	[29.04499254 98.52596182]    	   	[ 49.88819049 112.95152692]  
650 	300  	   	[29.04499254 98.52596182]    	   	[ 49.88819049 112.95152692]  
651 	300  	   	[29.04499254 98.52596182]    	   	[ 49.88819049 112.95152692]  
652 	300  	   	[29.04499254 97.87990911]    	   	[ 51.40562564 112.95152692]  
653 	300  	   	[29.04499254 97.87990911]    	   	[ 51.40562564 112.95152692]  
654 	300  	   	[29.04499254 97.87990911]    	   	[ 51.40562564 112.95152692]  
655 	300  	   	[29.04499254 97.87990911]    	   	[ 51.40562564 112.95152692]  
656 	300  	   	[29.04499254 97.87990911]    	   	[ 51.40562564 112.05130754]  
657 	300  	   	[29.04499254 97.87990911]    	   	[ 51.40562564 112.05130754]  
658 	300  	   	[29.04499254 97.87990911]    	   	[ 51.40562564 112.05130754]  
659 	300  	   	[29.04499254 97.87990911]    	   	[ 51.40562564 112.05130754]  
660 	300  	   	[29.04499254 97.87990911]    	   	[ 51.40562564 112.05130754]  
661 	300  	   	[29.04499254 97.87990911]    	   	[ 51.40562564 112.05130754]  
662 	300  	   	[29.04499254 97.87990911]    	   	[ 51.40562564 112.05130754]  
663 	300  	   	[29.04499254 97.87990911]    	   	[ 51.40562564 112.05130754]  
664 	300  	   	[29.04499254 97.87990911]    	   	[ 51.40562564 112.05130754]  
665 	300  	   	[29.04499254 97.87990911]    	   	[ 50.8819905  112.05130754]  
666 	300  	   	[29.04499254 97.87990911]    	   	[ 50.8819905  112.05130754]  
667 	300  	   	[29.04499254 97.25409881]    	   	[ 50.8819905  112.05130754]  
668 	300  	   	[29.04499254 97.25409881]    	   	[ 50.8819905  112.05130754]  
669 	300  	   	[29.04499254 97.25409881]    	   	[ 50.8819905  112.05130754]  
670 	300  	   	[29.04499254 97.25409881]    	   	[ 50.8819905  112.05130754]  
671 	300  	   	[29.04499254 97.25409881]    	   	[ 51.8630987  112.05130754]  
672 	300  	   	[29.04499254 97.25409881]    	   	[ 51.8630987  112.05130754]  
673 	300  	   	[29.04499254 97.25409881]    	   	[ 51.8630987  112.05130754]  
674 	300  	   	[29.04499254 97.25409881]    	   	[ 49.93269451 112.05130754]  
675 	300  	   	[29.04499254 97.25409881]    	   	[ 49.93269451 112.05130754]  
676 	300  	   	[29.04499254 97.25409881]    	   	[ 49.93269451 112.05130754]  
677 	300  	   	[29.04499254 97.25409881]    	   	[ 49.93269451 112.05130754]  
678 	300  	   	[29.04499254 97.25409881]    	   	[ 55.17787299 112.05130754]  
679 	300  	   	[29.04499254 97.25409881]    	   	[ 55.17787299 112.05130754]  
680 	300  	   	[29.04499254 97.25409881]    	   	[ 52.9302199  112.05130754]  
681 	300  	   	[29.04499254 97.25409881]    	   	[ 52.9302199  112.05130754]  
682 	300  	   	[29.04499254 97.25409881]    	   	[ 52.9302199  112.05130754]  
683 	300  	   	[29.04499254 97.25409881]    	   	[ 55.29458199 112.05130754]  
684 	300  	   	[29.04499254 97.25409881]    	   	[ 56.05833502 112.05130754]  
685 	300  	   	[29.04499254 97.25409881]    	   	[ 56.05833502 112.05130754]  
686 	300  	   	[29.04499254 97.25409881]    	   	[ 56.05833502 112.05130754]  
687 	300  	   	[29.04499254 97.25409881]    	   	[ 56.05833502 112.05130754]  
688 	300  	   	[29.04499254 97.25409881]    	   	[ 56.05833502 112.05130754]  
689 	300  	   	[29.04499254 96.77253857]    	   	[ 56.05833502 112.05130754]  
690 	300  	   	[29.04499254 96.77253857]    	   	[ 56.05833502 112.05130754]  
691 	300  	   	[29.04499254 96.77253857]    	   	[ 56.05833502 112.05130754]  
692 	300  	   	[29.04499254 96.77253857]    	   	[ 56.05833502 112.05130754]  
693 	300  	   	[29.04499254 96.77253857]    	   	[ 56.05833502 112.05130754]  
694 	300  	   	[29.04499254 96.77253857]    	   	[ 56.05833502 112.05130754]  
695 	300  	   	[29.04499254 96.77253857]    	   	[ 56.05833502 112.05130754]  
696 	300  	   	[29.04499254 96.70510726]    	   	[ 57.84885361 112.05130754]  
697 	300  	   	[29.04499254 96.70510726]    	   	[ 57.84885361 112.05130754]  
698 	300  	   	[29.04499254 96.70510726]    	   	[ 57.84885361 112.05130754]  
699 	300  	   	[29.04499254 96.70510726]    	   	[ 57.84885361 112.05130754]  
700 	300  	   	[29.04499254 96.4354859 ]    	   	[ 57.84885361 112.05130754]  
701 	300  	   	[29.04499254 96.4354859 ]    	   	[ 57.84885361 112.05130754]  
702 	300  	   	[29.04499254 96.4354859 ]    	   	[ 57.84885361 112.05130754]  
703 	300  	   	[29.04499254 96.4354859 ]    	   	[ 57.84885361 112.05130754]  
704 	300  	   	[29.04499254 96.4354859 ]    	   	[ 57.84885361 112.05130754]  
705 	300  	   	[29.04499254 96.4354859 ]    	   	[ 57.84885361 112.05130754]  
706 	300  	   	[29.04499254 96.00174306]    	   	[ 57.84885361 112.05130754]  
707 	300  	   	[29.04499254 96.00174306]    	   	[ 57.84885361 112.05130754]  
708 	300  	   	[29.04499254 96.00174306]    	   	[ 57.84885361 112.05130754]  
709 	300  	   	[29.04499254 96.00174306]    	   	[ 52.22728009 112.05130754]  
710 	300  	   	[29.04499254 96.00174306]    	   	[ 52.22728009 112.05130754]  
711 	300  	   	[29.04499254 96.00174306]    	   	[ 52.22728009 112.05130754]  
712 	300  	   	[29.04499254 96.00174306]    	   	[ 52.22728009 112.05130754]  
713 	300  	   	[29.04499254 96.00174306]    	   	[ 52.22728009 112.05130754]  
714 	300  	   	[29.04499254 96.00174306]    	   	[ 52.22728009 112.05130754]  
715 	300  	   	[29.04499254 96.00174306]    	   	[ 52.22728009 112.05130754]  
716 	300  	   	[29.04499254 96.00174306]    	   	[ 52.22728009 112.05130754]  
717 	300  	   	[29.04499254 96.00174306]    	   	[ 52.22728009 112.05130754]  
718 	300  	   	[29.04499254 96.00174306]    	   	[ 52.22728009 112.05130754]  
719 	300  	   	[29.04499254 96.00174306]    	   	[ 50.35175788 112.05130754]  
720 	300  	   	[29.04499254 96.00174306]    	   	[ 50.35175788 112.05130754]  
721 	300  	   	[29.04499254 95.07096494]    	   	[ 50.35175788 112.05130754]  
722 	300  	   	[29.04499254 95.07096494]    	   	[ 50.35175788 112.05130754]  
723 	300  	   	[29.04499254 95.07096494]    	   	[ 47.59078627 112.05130754]  
724 	300  	   	[29.04499254 95.07096494]    	   	[ 47.59078627 112.05130754]  
725 	300  	   	[29.04499254 95.07096494]    	   	[ 47.59078627 112.05130754]  
726 	300  	   	[29.04499254 95.07096494]    	   	[ 47.59078627 112.05130754]  
727 	300  	   	[29.04499254 95.07096494]    	   	[ 47.59078627 112.05130754]  
728 	300  	   	[29.04499254 95.07096494]    	   	[ 47.59078627 112.05130754]  
729 	300  	   	[29.04499254 95.07096494]    	   	[ 47.59078627 112.05130754]  
730 	300  	   	[29.04499254 95.07096494]    	   	[ 47.59078627 112.05130754]  
731 	300  	   	[29.04499254 95.07096494]    	   	[ 47.5577383  112.05130754]  
732 	300  	   	[29.04499254 95.07096494]    	   	[ 47.5577383  112.05130754]  
733 	300  	   	[29.04499254 95.07096494]    	   	[ 47.5577383  112.05130754]  
734 	300  	   	[29.04499254 95.07096494]    	   	[ 47.5577383  112.05130754]  
735 	300  	   	[29.04499254 95.07096494]    	   	[ 47.5577383  112.05130754]  
736 	300  	   	[29.04499254 95.07096494]    	   	[ 47.5577383  112.05130754]  
737 	300  	   	[29.04499254 94.96385948]    	   	[ 47.5577383  112.05130754]  
738 	300  	   	[29.04499254 94.90155014]    	   	[ 49.30195067 112.05130754]  
739 	300  	   	[29.04499254 94.90155014]    	   	[ 49.30195067 112.05130754]  
740 	300  	   	[29.04499254 94.90155014]    	   	[ 49.89759302 112.05130754]  
741 	300  	   	[29.04499254 94.90155014]    	   	[ 49.89759302 112.05130754]  
742 	300  	   	[29.04499254 94.90155014]    	   	[ 49.89759302 112.05130754]  
743 	300  	   	[29.04499254 94.90155014]    	   	[ 49.89759302 110.56783211]  
744 	300  	   	[29.04499254 94.90155014]    	   	[ 53.89783333 110.56783211]  
745 	300  	   	[29.04499254 94.90155014]    	   	[ 53.89783333 110.56783211]  
746 	300  	   	[29.04499254 94.90155014]    	   	[ 53.89783333 110.56783211]  
747 	300  	   	[29.04499254 94.90155014]    	   	[ 49.83613256 110.56783211]  
748 	300  	   	[29.04499254 94.90155014]    	   	[ 49.83613256 110.56783211]  
749 	300  	   	[29.04499254 94.90155014]    	   	[ 49.83613256 110.56783211]  
750 	300  	   	[29.04499254 94.90155014]    	   	[ 49.83613256 110.56783211]  
751 	300  	   	[29.04499254 94.38707687]    	   	[ 49.83613256 110.56783211]  
752 	300  	   	[29.04499254 94.38707687]    	   	[ 49.83613256 110.56783211]  
753 	300  	   	[29.04499254 94.38707687]    	   	[ 49.83613256 110.56783211]  
754 	300  	   	[29.04499254 94.38707687]    	   	[ 53.26028922 110.56783211]  
755 	300  	   	[29.04499254 94.38707687]    	   	[ 53.26028922 110.56783211]  
756 	300  	   	[29.04499254 94.38707687]    	   	[ 51.74110979 110.56783211]  
757 	300  	   	[29.04499254 94.38707687]    	   	[ 51.74110979 110.56783211]  
758 	300  	   	[29.04499254 94.38707687]    	   	[ 51.74110979 110.56783211]  
759 	300  	   	[29.04499254 94.38707687]    	   	[ 51.74110979 109.45932256]  
760 	300  	   	[29.04499254 94.38707687]    	   	[ 51.74110979 109.45932256]  
761 	300  	   	[29.04499254 94.38707687]    	   	[ 51.74110979 109.45932256]  
762 	300  	   	[29.04499254 94.38707687]    	   	[ 51.74110979 109.45932256]  
763 	300  	   	[29.04499254 94.38707687]    	   	[ 51.74110979 109.45932256]  
764 	300  	   	[29.04499254 94.2669535 ]    	   	[ 51.74110979 109.45932256]  
765 	300  	   	[29.04499254 94.2669535 ]    	   	[ 52.29446697 109.45932256]  
766 	300  	   	[29.04499254 94.2669535 ]    	   	[ 57.57231155 109.45932256]  
767 	300  	   	[29.04499254 94.2669535 ]    	   	[ 57.57231155 109.45932256]  
768 	300  	   	[29.04499254 94.2669535 ]    	   	[ 57.57231155 109.45932256]  
769 	300  	   	[29.04499254 94.2669535 ]    	   	[ 57.57231155 109.45932256]  
770 	300  	   	[29.04499254 94.2669535 ]    	   	[ 57.57231155 109.45932256]  
771 	300  	   	[29.04499254 94.2669535 ]    	   	[ 57.57231155 109.45932256]  
772 	300  	   	[29.04499254 94.2669535 ]    	   	[ 57.57231155 109.45932256]  
773 	300  	   	[29.04499254 94.2669535 ]    	   	[ 52.34310295 109.45932256]  
774 	300  	   	[29.04499254 94.2669535 ]    	   	[ 52.34310295 109.45932256]  
775 	300  	   	[29.04499254 94.2669535 ]    	   	[ 52.34310295 109.45932256]  
776 	300  	   	[29.04499254 94.2669535 ]    	   	[ 52.34310295 109.45932256]  
777 	300  	   	[29.04499254 93.92285045]    	   	[ 52.34310295 109.45932256]  
778 	300  	   	[29.04499254 93.92285045]    	   	[ 52.34310295 109.45932256]  
779 	300  	   	[29.04499254 93.92285045]    	   	[ 52.34310295 109.45932256]  
780 	300  	   	[29.04499254 93.92285045]    	   	[ 52.34310295 109.45932256]  
781 	300  	   	[29.04499254 93.92285045]    	   	[ 52.34310295 109.45932256]  
782 	300  	   	[29.04499254 93.92285045]    	   	[ 52.34310295 109.45932256]  
783 	300  	   	[29.04499254 93.92285045]    	   	[ 52.34310295 109.45932256]  
784 	300  	   	[29.04499254 93.92285045]    	   	[ 52.34310295 109.45932256]  
785 	300  	   	[29.04499254 93.92285045]    	   	[ 47.50915065 109.45932256]  
786 	300  	   	[29.04499254 93.80643475]    	   	[ 46.07884519 109.45932256]  
787 	300  	   	[29.04499254 93.80643475]    	   	[ 48.38813737 109.45932256]  
788 	300  	   	[29.04499254 93.80643475]    	   	[ 48.38813737 109.45932256]  
789 	300  	   	[29.04499254 93.78664136]    	   	[ 48.38813737 109.45932256]  
790 	300  	   	[29.04499254 93.78664136]    	   	[ 48.38813737 109.45932256]  
791 	300  	   	[29.04499254 93.78664136]    	   	[ 48.38813737 109.45932256]  
792 	300  	   	[28.88087145 93.78664136]    	   	[ 48.38813737 109.45932256]  
793 	300  	   	[28.88087145 93.78664136]    	   	[ 48.38813737 109.45932256]  
794 	300  	   	[28.88087145 93.71228411]    	   	[ 48.38813737 109.45932256]  
795 	300  	   	[28.88087145 93.71228411]    	   	[ 48.38813737 109.45932256]  
796 	300  	   	[28.88087145 93.71228411]    	   	[ 48.38813737 109.45932256]  
797 	300  	   	[28.88087145 93.71228411]    	   	[ 48.38813737 109.45932256]  
798 	300  	   	[28.88087145 93.71228411]    	   	[ 48.38813737 109.45932256]  
799 	300  	   	[28.88087145 93.71228411]    	   	[ 48.38813737 109.45932256]  
800 	300  	   	[28.88087145 93.71228411]    	   	[ 48.38813737 109.45932256]  
801 	300  	   	[28.88087145 93.43038466]    	   	[ 48.38813737 109.45932256]  
802 	300  	   	[28.88087145 93.43038466]    	   	[ 48.38813737 109.45932256]  
803 	300  	   	[28.88087145 93.43038466]    	   	[ 48.02549994 109.45932256]  
804 	300  	   	[28.88087145 93.43038466]    	   	[ 48.02549994 109.45932256]  
805 	300  	   	[28.88087145 93.43038466]    	   	[ 48.02549994 109.45932256]  
806 	300  	   	[28.88087145 93.43038466]    	   	[ 48.02549994 109.45932256]  
807 	300  	   	[28.88087145 93.38583123]    	   	[ 48.02549994 109.45932256]  
808 	300  	   	[28.88087145 93.38583123]    	   	[ 48.02549994 109.45932256]  
809 	300  	   	[28.88087145 93.38583123]    	   	[ 48.02549994 109.45932256]  
810 	300  	   	[28.88087145 93.38583123]    	   	[ 49.3418636  109.45932256]  
811 	300  	   	[28.88087145 93.38583123]    	   	[ 49.3418636  109.45932256]  
812 	300  	   	[28.88087145 93.38583123]    	   	[ 49.3418636  109.45932256]  
813 	300  	   	[28.88087145 93.11929517]    	   	[ 49.69388281 109.45932256]  
814 	300  	   	[28.88087145 93.11929517]    	   	[ 49.3418636  109.45932256]  
815 	300  	   	[28.88087145 93.11929517]    	   	[ 49.3418636  109.45932256]  
816 	300  	   	[28.88087145 93.11929517]    	   	[ 49.40899384 109.45932256]  
817 	300  	   	[28.88087145 93.11929517]    	   	[ 49.40899384 109.45932256]  
818 	300  	   	[28.88087145 93.11929517]    	   	[ 49.3418636  109.45932256]  
819 	300  	   	[28.88087145 93.11929517]    	   	[ 49.3418636  109.45932256]  
820 	300  	   	[28.88087145 92.46845759]    	   	[ 49.3418636  109.45932256]  
821 	300  	   	[28.88087145 92.46845759]    	   	[ 49.3418636  109.45932256]  
822 	300  	   	[28.88087145 92.46845759]    	   	[ 49.3418636  109.45932256]  
823 	300  	   	[28.88087145 92.46845759]    	   	[ 54.312377   109.45932256]  
824 	300  	   	[28.88087145 92.46845759]    	   	[ 54.312377   109.45932256]  
825 	300  	   	[28.88087145 92.46845759]    	   	[ 54.312377   109.45932256]  
826 	300  	   	[28.66175566 92.4559342 ]    	   	[ 54.312377   109.45932256]  
827 	300  	   	[28.66175566 92.4559342 ]    	   	[ 54.312377   109.45932256]  
828 	300  	   	[28.66175566 92.4559342 ]    	   	[ 54.312377   109.45932256]  
829 	300  	   	[28.66175566 92.4559342 ]    	   	[ 54.312377   109.45932256]  
830 	300  	   	[28.66175566 92.4559342 ]    	   	[ 54.312377   109.45932256]  
831 	300  	   	[28.66175566 92.4559342 ]    	   	[ 54.312377   109.45932256]  
832 	300  	   	[28.66175566 92.4559342 ]    	   	[ 54.312377   109.45932256]  
833 	300  	   	[28.66175566 92.4559342 ]    	   	[ 54.312377   109.45932256]  
834 	300  	   	[28.66175566 92.4559342 ]    	   	[ 54.312377   109.45932256]  
835 	300  	   	[28.66175566 92.4559342 ]    	   	[ 54.312377   109.45932256]  
836 	300  	   	[28.66175566 92.4559342 ]    	   	[ 54.312377   109.45932256]  
837 	300  	   	[28.66175566 92.4559342 ]    	   	[ 54.312377   109.45932256]  
838 	300  	   	[28.66175566 92.4559342 ]    	   	[ 54.312377   109.45932256]  
839 	300  	   	[28.66175566 92.4559342 ]    	   	[ 54.312377   109.45932256]  
840 	300  	   	[28.66175566 92.4559342 ]    	   	[ 54.312377   109.45932256]  
841 	300  	   	[28.66175566 92.4559342 ]    	   	[ 54.312377   109.45932256]  
842 	300  	   	[28.66175566 92.4559342 ]    	   	[ 54.312377   109.45932256]  
843 	300  	   	[28.66175566 92.4559342 ]    	   	[ 54.312377   109.45932256]  
844 	300  	   	[28.66175566 92.4559342 ]    	   	[ 53.80909084 108.82841762]  
845 	300  	   	[28.66175566 92.4559342 ]    	   	[ 53.80909084 108.82841762]  
846 	300  	   	[28.66175566 92.4559342 ]    	   	[ 53.80909084 108.82841762]  
847 	300  	   	[28.66175566 92.4559342 ]    	   	[ 53.80909084 108.82841762]  
848 	300  	   	[28.66175566 92.4559342 ]    	   	[ 49.3418636  108.82841762]  
849 	300  	   	[28.66175566 92.4559342 ]    	   	[ 49.3418636  108.82841762]  
850 	300  	   	[28.66175566 92.4559342 ]    	   	[ 49.3418636  108.82841762]  
851 	300  	   	[28.66175566 92.4559342 ]    	   	[ 49.3418636  108.82841762]  
852 	300  	   	[28.66175566 92.4559342 ]    	   	[ 49.3418636  108.82841762]  
853 	300  	   	[28.66175566 92.4559342 ]    	   	[ 49.3418636  108.82841762]  
854 	300  	   	[28.66175566 92.4559342 ]    	   	[ 49.3418636  108.82841762]  
855 	300  	   	[28.66175566 92.4559342 ]    	   	[ 49.3418636  108.82841762]  
856 	300  	   	[28.66175566 92.4559342 ]    	   	[ 49.3418636  108.82841762]  
857 	300  	   	[28.66175566 92.4559342 ]    	   	[ 49.3418636  108.82841762]  
858 	300  	   	[28.66175566 92.4559342 ]    	   	[ 49.3418636  108.82841762]  
859 	300  	   	[28.66175566 92.4559342 ]    	   	[ 49.3418636  108.82841762]  
860 	300  	   	[28.66175566 91.82629031]    	   	[ 49.3418636  108.82841762]  
861 	300  	   	[28.66175566 91.82629031]    	   	[ 49.3418636  108.82841762]  
862 	300  	   	[28.66175566 91.82629031]    	   	[ 46.0160901  108.82841762]  
863 	300  	   	[28.66175566 91.82629031]    	   	[ 50.75674867 108.82841762]  
864 	300  	   	[28.66175566 91.82629031]    	   	[ 51.40532873 108.82841762]  
865 	300  	   	[28.66175566 91.82629031]    	   	[ 51.40532873 108.82841762]  
866 	300  	   	[28.66175566 91.82629031]    	   	[ 51.40532873 108.82841762]  
867 	300  	   	[28.66175566 91.82629031]    	   	[ 51.40532873 108.82841762]  
868 	300  	   	[28.66175566 91.82629031]    	   	[ 51.40532873 108.82841762]  
869 	300  	   	[28.66175566 91.82629031]    	   	[ 51.40532873 108.82841762]  
870 	300  	   	[28.66175566 91.82629031]    	   	[ 51.40532873 108.82841762]  
871 	300  	   	[28.66175566 91.82629031]    	   	[ 51.40532873 108.82841762]  
872 	300  	   	[28.66175566 91.82629031]    	   	[ 51.40532873 108.82841762]  
873 	300  	   	[28.66175566 91.82629031]    	   	[ 51.40532873 108.82841762]  
874 	300  	   	[28.66175566 91.82629031]    	   	[ 50.84089569 108.82841762]  
875 	300  	   	[28.66175566 91.82629031]    	   	[ 50.84089569 108.82841762]  
876 	300  	   	[28.66175566 91.82629031]    	   	[ 50.84089569 108.82841762]  
877 	300  	   	[28.66175566 91.82629031]    	   	[ 50.84089569 108.82841762]  
878 	300  	   	[28.66175566 91.82629031]    	   	[ 50.84089569 108.82841762]  
879 	300  	   	[28.66175566 91.82629031]    	   	[ 50.84089569 108.82841762]  
880 	300  	   	[28.66175566 91.82629031]    	   	[ 50.84089569 108.82841762]  
881 	300  	   	[28.66175566 91.82629031]    	   	[ 50.84089569 108.82841762]  
882 	300  	   	[28.66175566 91.82629031]    	   	[ 50.84089569 108.82841762]  
883 	300  	   	[28.66175566 91.82629031]    	   	[ 50.84089569 108.82841762]  
884 	300  	   	[28.66175566 91.82629031]    	   	[ 50.84089569 108.82841762]  
885 	300  	   	[28.35779704 91.82629031]    	   	[ 50.84089569 108.82841762]  
886 	300  	   	[28.35779704 91.7433288 ]    	   	[ 50.84089569 108.82841762]  
887 	300  	   	[28.35779704 91.7433288 ]    	   	[ 50.86855732 108.82841762]  
888 	300  	   	[28.35779704 91.7433288 ]    	   	[ 52.4327424  108.82841762]  
889 	300  	   	[28.35779704 91.7433288 ]    	   	[ 56.03078523 108.82841762]  
890 	300  	   	[28.35779704 91.7433288 ]    	   	[ 56.03078523 108.82841762]  
891 	300  	   	[28.35779704 91.7433288 ]    	   	[ 56.03078523 108.82841762]  
892 	300  	   	[28.35779704 91.7433288 ]    	   	[ 56.03078523 108.82841762]  
893 	300  	   	[28.35779704 91.7433288 ]    	   	[ 56.03078523 108.82841762]  
894 	300  	   	[28.35779704 91.7433288 ]    	   	[ 52.4327424  108.82841762]  
895 	300  	   	[28.35779704 91.24307279]    	   	[ 52.4327424  108.82841762]  
896 	300  	   	[28.35779704 91.24307279]    	   	[ 52.4327424  108.82841762]  
897 	300  	   	[28.35779704 91.17434822]    	   	[ 55.15028447 108.82841762]  
898 	300  	   	[28.35779704 91.17434822]    	   	[ 55.15028447 108.82841762]  
899 	300  	   	[28.35779704 91.08488703]    	   	[ 55.15028447 108.82841762]  
900 	300  	   	[28.35779704 91.08488703]    	   	[ 55.15028447 108.82841762]  
901 	300  	   	[28.35779704 91.08488703]    	   	[ 55.15028447 108.82841762]  
902 	300  	   	[28.35779704 91.08488703]    	   	[ 55.15028447 108.82841762]  
903 	300  	   	[28.35779704 91.08488703]    	   	[ 55.15028447 108.82841762]  
904 	300  	   	[28.35779704 91.08488703]    	   	[ 55.15028447 108.82841762]  
905 	300  	   	[28.35779704 91.08488703]    	   	[ 55.15028447 108.82841762]  
906 	300  	   	[28.35779704 91.08488703]    	   	[ 55.15028447 108.82841762]  
907 	300  	   	[28.35779704 91.08488703]    	   	[ 55.15028447 108.82841762]  
908 	300  	   	[28.35779704 91.08488703]    	   	[ 55.15028447 108.82841762]  
909 	300  	   	[28.35779704 91.08488703]    	   	[ 52.5287172  108.82841762]  
910 	300  	   	[28.35779704 91.08488703]    	   	[ 52.5287172  108.82841762]  
911 	300  	   	[28.35779704 90.86786935]    	   	[ 52.5287172  108.82841762]  
912 	300  	   	[28.35779704 90.86786935]    	   	[ 52.5287172  108.82841762]  
913 	300  	   	[28.35779704 90.86786935]    	   	[ 50.60615464 108.82841762]  
914 	300  	   	[28.35779704 90.83930217]    	   	[ 50.60615464 108.82841762]  
915 	300  	   	[28.35779704 90.83930217]    	   	[ 50.60615464 108.82841762]  
916 	300  	   	[28.35779704 90.63073119]    	   	[ 50.60615464 108.82841762]  
917 	300  	   	[28.35779704 90.63073119]    	   	[ 47.21378056 108.82841762]  
918 	300  	   	[28.35779704 90.63073119]    	   	[ 47.21378056 108.82841762]  
919 	300  	   	[28.35779704 90.63073119]    	   	[ 47.21378056 108.82841762]  
920 	300  	   	[28.35779704 90.63073119]    	   	[ 47.21378056 108.82841762]  
921 	300  	   	[28.3049236  90.63073119]    	   	[ 47.21378056 108.82841762]  
922 	300  	   	[28.3049236  90.63073119]    	   	[ 47.21378056 108.82841762]  
923 	300  	   	[28.3049236  90.63073119]    	   	[ 47.21378056 108.82841762]  
924 	300  	   	[28.3049236  90.63073119]    	   	[ 47.21378056 108.82841762]  
925 	300  	   	[28.3049236  90.63073119]    	   	[ 47.21378056 108.82841762]  
926 	300  	   	[28.3049236  90.63073119]    	   	[ 47.21378056 108.82841762]  
927 	300  	   	[28.3049236  90.63073119]    	   	[ 45.21344992 108.82841762]  
928 	300  	   	[28.3049236  90.42755695]    	   	[ 45.21344992 108.82841762]  
929 	300  	   	[28.3049236  90.42755695]    	   	[ 45.21344992 108.82841762]  
930 	300  	   	[28.3049236  90.42755695]    	   	[ 45.21344992 108.82841762]  
931 	300  	   	[28.3049236  90.42755695]    	   	[ 45.21344992 108.82841762]  
932 	300  	   	[28.3049236  90.42755695]    	   	[ 44.84092911 108.82841762]  
933 	300  	   	[28.3049236  90.42755695]    	   	[ 44.84092911 108.82841762]  
934 	300  	   	[28.3049236  90.42755695]    	   	[ 44.84092911 108.82841762]  
935 	300  	   	[28.3049236  90.42755695]    	   	[ 42.81564841 108.82841762]  
936 	300  	   	[28.3049236  90.01856384]    	   	[ 42.81564841 108.82841762]  
937 	300  	   	[28.3049236  90.01856384]    	   	[ 42.81564841 108.82841762]  
938 	300  	   	[28.3049236  90.01856384]    	   	[ 42.81564841 108.82841762]  
939 	300  	   	[28.3049236  90.01856384]    	   	[ 42.81564841 108.82841762]  
940 	300  	   	[28.3049236  90.01856384]    	   	[ 42.81564841 108.82841762]  
941 	300  	   	[28.3049236  90.01856384]    	   	[ 42.81564841 108.82841762]  
942 	300  	   	[28.3049236  90.01856384]    	   	[ 42.81564841 108.82841762]  
943 	300  	   	[28.3049236  90.01856384]    	   	[ 42.81564841 108.82841762]  
944 	300  	   	[28.3049236  90.01856384]    	   	[ 44.32139697 108.82841762]  
945 	300  	   	[28.3049236  90.01856384]    	   	[ 44.32139697 108.82841762]  
946 	300  	   	[28.3049236 89.5808897]      	   	[ 43.05904039 108.82841762]  
947 	300  	   	[28.3049236 89.5808897]      	   	[ 48.66962602 108.82841762]  
948 	300  	   	[28.3049236 89.5808897]      	   	[ 48.66962602 108.82841762]  
949 	300  	   	[28.3049236 89.5808897]      	   	[ 48.66962602 108.82841762]  
950 	300  	   	[28.3049236 89.5808897]      	   	[ 48.66962602 108.82841762]  
951 	300  	   	[28.3049236 89.5808897]      	   	[ 48.66962602 108.82841762]  
952 	300  	   	[28.3049236  89.28866221]    	   	[ 48.66962602 108.82841762]  
953 	300  	   	[28.3049236  89.28866221]    	   	[ 48.66962602 108.82841762]  
954 	300  	   	[28.3049236  89.28866221]    	   	[ 48.66962602 108.82841762]  
955 	300  	   	[28.3049236  89.28866221]    	   	[ 48.66962602 108.82841762]  
956 	300  	   	[28.3049236  89.21660709]    	   	[ 48.66962602 108.82841762]  
957 	300  	   	[28.3049236  89.21660709]    	   	[ 42.14100188 108.82841762]  
958 	300  	   	[28.3049236  89.21660709]    	   	[ 42.14100188 108.82841762]  
959 	300  	   	[28.3049236  89.21660709]    	   	[ 42.14100188 108.82841762]  
960 	300  	   	[28.3049236  89.21660709]    	   	[ 42.14100188 108.82841762]  
961 	300  	   	[28.3049236  89.21660709]    	   	[ 46.07169949 108.82841762]  
962 	300  	   	[28.3049236  89.21660709]    	   	[ 46.07169949 108.82841762]  
963 	300  	   	[28.3049236  89.21660709]    	   	[ 46.07169949 108.82841762]  
964 	300  	   	[28.3049236  89.21660709]    	   	[ 46.07169949 108.82841762]  
965 	300  	   	[28.3049236  89.21660709]    	   	[ 43.60251065 108.82841762]  
966 	300  	   	[28.3049236  89.21660709]    	   	[ 43.60251065 108.82841762]  
967 	300  	   	[28.3049236  89.21660709]    	   	[ 43.60251065 108.82841762]  
968 	300  	   	[28.3049236  89.21660709]    	   	[ 43.60251065 108.82841762]  
969 	300  	   	[28.3049236  89.21660709]    	   	[ 43.60251065 108.82841762]  
970 	300  	   	[28.3049236  89.21660709]    	   	[ 43.60251065 108.82841762]  
971 	300  	   	[28.3049236  89.21660709]    	   	[ 42.14100188 108.82841762]  
972 	300  	   	[28.3049236  89.21660709]    	   	[ 42.14100188 108.82841762]  
973 	300  	   	[28.3049236  89.21660709]    	   	[ 42.14100188 108.82841762]  
974 	300  	   	[28.3049236  89.21660709]    	   	[ 43.96225777 108.82841762]  
975 	300  	   	[28.3049236  89.21660709]    	   	[ 43.96225777 108.82841762]  
976 	300  	   	[28.3049236  89.21660709]    	   	[ 43.96225777 108.82841762]  
977 	300  	   	[28.3049236  89.21660709]    	   	[ 43.96225777 108.82841762]  
978 	300  	   	[28.3049236  89.21660709]    	   	[ 43.96225777 108.82841762]  
979 	300  	   	[28.3049236  89.21660709]    	   	[ 43.96225777 108.82841762]  
980 	300  	   	[28.3049236  89.21660709]    	   	[ 43.96225777 108.82841762]  
981 	300  	   	[28.3049236  89.21660709]    	   	[ 43.96225777 108.82841762]  
982 	300  	   	[28.3049236  89.01231789]    	   	[ 43.96225777 108.82841762]  
983 	300  	   	[28.3049236  89.01231789]    	   	[ 43.96225777 108.82841762]  
984 	300  	   	[28.3049236  89.01231789]    	   	[ 43.96225777 108.82841762]  
985 	300  	   	[28.3049236  89.01231789]    	   	[ 43.96225777 108.82841762]  
986 	300  	   	[28.3049236  89.01231789]    	   	[ 43.96225777 108.82841762]  
987 	300  	   	[28.3049236  89.01231789]    	   	[ 43.96225777 108.82841762]  
988 	300  	   	[28.3049236  89.01231789]    	   	[ 43.96225777 108.82841762]  
989 	300  	   	[28.3049236  89.01231789]    	   	[ 43.96225777 108.82841762]  
990 	300  	   	[28.3049236  89.01231789]    	   	[ 43.96225777 108.82841762]  
991 	300  	   	[28.3049236  89.01231789]    	   	[ 43.96225777 108.82841762]  
992 	300  	   	[28.20963913 89.01231789]    	   	[ 43.96225777 108.82841762]  
993 	300  	   	[28.20963913 89.01231789]    	   	[ 43.96225777 108.82841762]  
994 	300  	   	[28.20963913 89.01231789]    	   	[ 43.96225777 108.82841762]  
995 	300  	   	[28.20963913 89.01231789]    	   	[ 43.97956409 108.82841762]  
996 	300  	   	[28.20963913 89.01231789]    	   	[ 43.97956409 108.82841762]  
997 	300  	   	[28.20963913 89.01231789]    	   	[ 43.97956409 108.82841762]  
998 	300  	   	[28.20963913 89.01231789]    	   	[ 43.97956409 108.82841762]  
999 	300  	   	[28.20963913 89.01231789]    	   	[ 43.97956409 108.82841762]  
1000	300  	   	[28.20963913 89.01231789]    	   	[ 43.97956409 108.82841762]  
[[ 7.05309359e-01  1.05369058e-01  1.03730114e-01 ...  8.74054290e-02
   2.85244637e-03  2.09470736e-02]
 [-1.28284955e-02  4.81433558e-01  5.98435659e-02 ... -2.84625236e-02
   1.28416067e-01  1.27035034e-02]
 [-1.04888821e-01  1.51806912e-01  7.20514267e-01 ...  1.20983460e-02
   1.84780544e-02 -1.75522148e-01]
 ...
 [ 4.67360691e-02  4.19272006e-05 -3.52696992e-02 ...  5.96019553e-01
   8.88852722e-02  3.89881749e-02]
 [-8.22690500e-02  4.35274586e-04  1.54961328e-01 ...  8.59449928e-02
   4.99237462e-01 -4.64199504e-02]
 [ 3.76432911e-02  1.80695755e-01  4.50684271e-02 ...  1.31635874e-01
   1.31903140e-02  6.33668152e-01]]
-- End of (successful) evolution --
Best individual is [[ 0.70830353  0.13097177  0.09688331 ...  0.06996336  0.00571167
   0.02112892]
 [-0.01033044  0.45576857  0.06305191 ... -0.03040883  0.13320458
   0.01784375]
 [-0.10338662  0.14888049  0.70997933 ... -0.00756984  0.02222642
  -0.17884324]
 ...
 [ 0.05225985 -0.0028861  -0.03762837 ...  0.53252857  0.09582221
   0.03358432]
 [-0.0672245   0.00563492  0.16455162 ...  0.09967152  0.49135803
  -0.03501755]
 [ 0.03517969  0.18181725  0.04479937 ...  0.13453795  0.05509474
   0.62898129]], (28.20963913347942, 95.18865106062374)
2018-04-16 18:48:07.880998: W tensorflow/core/platform/cpu_feature_guard.cc:45] The TensorFlow library wasn't compiled to use SSE4.1 instructions, but these are available on your machine and could speed up CPU computations.
2018-04-16 18:48:07.881044: W tensorflow/core/platform/cpu_feature_guard.cc:45] The TensorFlow library wasn't compiled to use SSE4.2 instructions, but these are available on your machine and could speed up CPU computations.
2018-04-16 18:48:07.881057: W tensorflow/core/platform/cpu_feature_guard.cc:45] The TensorFlow library wasn't compiled to use AVX instructions, but these are available on your machine and could speed up CPU computations.
[[0.39650172 0.38445205 0.40034681 0.36197932 0.35428894 0.33694149
  0.29570552 0.27781813 0.55058428 0.27828561 0.32576182 0.28272613
  0.28575879 0.2921238  0.3017004  0.4187367  0.37480631 0.23610242
  0.24793891 0.26541247 0.40274956 0.45561994 0.33872192 0.43281298
  0.45215642 0.42109012 0.31339371 0.26216693 0.27023901 0.36473853
  0.33993003 0.36010188 0.        ]
 [0.55598907 0.26021088 0.20670497 0.46747613 0.27929191 0.1788004
  0.21516142 0.45347049 0.42166303 0.1779069  0.17464274 0.28987003
  0.2605385  0.27352301 0.45502627 0.57120646 0.39290892 0.27104378
  0.28598231 0.40669798 0.31221305 0.31833593 0.4121974  0.39527924
  0.34655817 0.21585364 0.30359331 0.5992325  0.35357221 0.28721208
  0.25086479 0.33409136 0.        ]
 [0.45206109 0.44436269 0.31258711 0.37395564 0.35047642 0.22556598
  0.2456123  0.35579267 0.4477927  0.2534324  0.27404207 0.30557358
  0.32255916 0.31591578 0.36215427 0.48143036 0.38119135 0.25737886
  0.24387517 0.20805389 0.42268755 0.36850189 0.39941869 0.46010055
  0.460571   0.30963877 0.28916561 0.34653197 0.32255916 0.23992721
  0.30790985 0.48153649 0.        ]]
[[0.39650172 0.38445205 0.40034681 0.36197932 0.35428894 0.33694149
  0.29570552 0.27781813 0.55058428 0.27828561 0.32576182 0.28272613
  0.28575879 0.2921238  0.3017004  0.4187367  0.37480631 0.23610242
  0.24793891 0.26541247 0.40274956 0.45561994 0.33872192 0.43281298
  0.45215642 0.42109012 0.31339371 0.26216693 0.27023901 0.36473853
  0.33993003 0.36010188 0.        ]
 [0.55598907 0.26021088 0.20670497 0.46747613 0.27929191 0.1788004
  0.21516142 0.45347049 0.42166303 0.1779069  0.17464274 0.28987003
  0.2605385  0.27352301 0.45502627 0.57120646 0.39290892 0.27104378
  0.28598231 0.40669798 0.31221305 0.31833593 0.4121974  0.39527924
  0.34655817 0.21585364 0.30359331 0.5992325  0.35357221 0.28721208
  0.25086479 0.33409136 0.        ]
 [0.45206109 0.44436269 0.31258711 0.37395564 0.35047642 0.22556598
  0.2456123  0.35579267 0.4477927  0.2534324  0.27404207 0.30557358
  0.32255916 0.31591578 0.36215427 0.48143036 0.38119135 0.25737886
  0.24387517 0.20805389 0.42268755 0.36850189 0.39941869 0.46010055
  0.460571   0.30963877 0.28916561 0.34653197 0.32255916 0.23992721
  0.30790985 0.48153649 0.        ]]
here network object created
After population initialisation 0.05462026596069336
<class 'list'>
After feedforward 12.35220193862915
gen	evals	std	min                                     	avg	max                                     
0  	100  	   	[  1.56231243 333.35806757 160.        ]	   	[  2.14208185 463.00271377 160.        ]

here in gen no. 1
1st gen after newpool 0.15757393836975098
1  	100  	   	[  1.53827275 328.52007652 160.        ]	   	[  1.72779741 358.81592598 162.        ]
generation done

here in gen no. 2
2  	100  	   	[  1.51436847 325.31750341 160.        ]	   	[  1.69950925 352.60606134 164.        ]
generation done

here in gen no. 3
3  	100  	   	[  1.49195242 320.51626462 160.        ]	   	[  1.63366426 347.6489724  164.        ]
generation done

here in gen no. 4
4  	100  	   	[  1.49195242 316.81331696 160.        ]	   	[  1.60987789 337.74960319 164.        ]
generation done

here in gen no. 5
5  	100  	   	[  1.49033241 316.81331696 160.        ]	   	[  1.60987789 337.45430541 166.        ]
generation done

here in gen no. 6
6  	100  	   	[  1.49033241 314.79090697 160.        ]	   	[  1.60987789 332.80308633 166.        ]
generation done

here in gen no. 7
7  	100  	   	[  1.48030755 314.79090697 160.        ]	   	[  1.60633749 330.73781593 167.        ]
generation done

here in gen no. 8
8  	100  	   	[  1.48030755 314.19705523 160.        ]	   	[  1.58977107 329.28996369 167.        ]
generation done

here in gen no. 9
9  	100  	   	[  1.47969317 314.19705523 160.        ]	   	[  1.56612379 325.31750341 167.        ]
generation done

here in gen no. 10
10 	100  	   	[  1.45348472 310.79812445 160.        ]	   	[  1.55918341 323.64689778 168.        ]
generation done

here in gen no. 11
11 	100  	   	[  1.44984806 310.79812445 160.        ]	   	[  1.68321604 322.51484284 166.        ]
generation done

here in gen no. 12
12 	100  	   	[  1.40920583 296.89510005 160.        ]	   	[  1.68321604 322.51484284 168.        ]
generation done

here in gen no. 13
13 	100  	   	[  1.40920583 296.89510005 160.        ]	   	[  1.53531941 322.51484284 168.        ]
generation done

here in gen no. 14
14 	100  	   	[  1.40674134 296.89510005 160.        ]	   	[  1.52325518 320.67677786 170.        ]
generation done

here in gen no. 15
15 	100  	   	[  1.40283004 294.16050132 160.        ]	   	[  1.49973911 314.55165276 172.        ]
generation done

here in gen no. 16
16 	100  	   	[  1.39289286 294.16050132 160.        ]	   	[  1.4866445  313.76658757 172.        ]
generation done

here in gen no. 17
17 	100  	   	[  1.39289286 294.16050132 160.        ]	   	[  1.48342758 311.47131553 171.        ]
generation done

here in gen no. 18
18 	100  	   	[  1.37826322 294.16050132 160.        ]	   	[  1.48840428 308.20517783 171.        ]
generation done

here in gen no. 19
19 	100  	   	[  1.37826322 292.01676984 160.        ]	   	[  1.50397491 307.41740127 170.        ]
generation done

here in gen no. 20
gen: 20 doing clustering
doing bp
validation 0.40714285714285714
83.42952
validation 0.40714285714285714
83.59244
validation 0.40714285714285714
83.7532
validation 0.40714285714285714
83.91188
time  14.051057577133179
now ending
validation 0.4976190476190475
86.23132
validation 0.49523809523809514
86.35092
validation 0.4904761904761904
86.46947
validation 0.4904761904761904
86.58698
time  18.215256452560425
now ending
validation 0.5833333333333333
86.03496
validation 0.5833333333333333
86.191666
validation 0.5809523809523809
86.34653
validation 0.5785714285714285
86.499596
time  23.380857467651367
now ending
validation 0.5928571428571429
83.343094
validation 0.5928571428571429
83.53334
validation 0.5928571428571429
83.72017
validation 0.5928571428571429
83.903725
time  28.978257417678833
now ending
validation 0.5928571428571429
83.343094
validation 0.5928571428571429
83.53334
validation 0.5928571428571429
83.72017
validation 0.5928571428571429
83.903725
time  34.75423836708069
now ending
20 	100  	   	[  1.3777069  292.01676984 160.        ]	   	[  1.50397491 307.41740127 170.        ]
generation done

here in gen no. 21
21 	100  	   	[  1.36043788 291.38628396 160.        ]	   	[  1.50397491 307.90815073 171.        ]
generation done

here in gen no. 22
22 	100  	   	[  1.35906781 287.21634274 160.        ]	   	[  1.44344272 307.90815073 171.        ]
generation done

here in gen no. 23
23 	100  	   	[  1.35529964 287.21634274 160.        ]	   	[  1.4401369  301.68938943 172.        ]
generation done

here in gen no. 24
24 	100  	   	[  1.3491259  287.21634274 160.        ]	   	[  1.4263016  301.11926005 172.        ]
generation done

here in gen no. 25
25 	100  	   	[  1.34080408 287.05832333 160.        ]	   	[  1.43310233 299.89635414 173.        ]
generation done

here in gen no. 26
26 	100  	   	[  1.32840008 285.31385876 160.        ]	   	[  1.43310233 299.89312487 174.        ]
generation done

here in gen no. 27
27 	100  	   	[  1.32496064 280.85242428 160.        ]	   	[  1.49362691 293.83699967 174.        ]
generation done

here in gen no. 28
28 	100  	   	[  1.31340021 280.85242428 160.        ]	   	[  1.49362691 293.83699967 176.        ]
generation done

here in gen no. 29
29 	100  	   	[  1.31340021 280.85242428 160.        ]	   	[  1.49362691 294.78032284 176.        ]
generation done

here in gen no. 30
30 	100  	   	[  1.29809958 272.76275008 160.        ]	   	[  1.49362691 294.78032284 176.        ]
generation done

here in gen no. 31
31 	100  	   	[  1.29590121 272.76275008 160.        ]	   	[  1.47344005 294.78032284 177.        ]
generation done

here in gen no. 32
32 	100  	   	[  1.2908521  272.76275008 160.        ]	   	[  1.42672682 289.64057012 178.        ]
generation done

here in gen no. 33
33 	100  	   	[  1.26749043 269.21950254 160.        ]	   	[  1.4204304  287.03701721 178.        ]
generation done

here in gen no. 34
34 	100  	   	[  1.25399527 268.98121547 160.        ]	   	[  1.40583758 286.5357844  176.        ]
generation done

here in gen no. 35
35 	100  	   	[  1.25016957 265.64327229 160.        ]	   	[  1.40306269 286.5357844  176.        ]
generation done

here in gen no. 36
36 	100  	   	[  1.25016957 265.64327229 160.        ]	   	[  1.40306269 284.08547262 176.        ]
generation done

here in gen no. 37
37 	100  	   	[  1.25016957 260.84556058 160.        ]	   	[  1.37484825 281.60025604 177.        ]
generation done

here in gen no. 38
38 	100  	   	[  1.25005005 259.9313377  160.        ]	   	[  1.37484825 280.9814792  178.        ]
generation done

here in gen no. 39
39 	100  	   	[  1.25005005 259.9313377  160.        ]	   	[  1.37484825 280.79342701 178.        ]
generation done

here in gen no. 40
40 	100  	   	[  1.23701415 259.9313377  160.        ]	   	[  1.36285387 277.0250493  178.        ]
generation done

here in gen no. 41
41 	100  	   	[  1.23130102 259.82767661 160.        ]	   	[  1.36285387 277.0250493  179.        ]
generation done

here in gen no. 42
42 	100  	   	[  1.22456151 259.82767661 160.        ]	   	[  1.3170861  277.98234525 176.        ]
generation done

here in gen no. 43
43 	100  	   	[  1.2135508  256.58700555 160.        ]	   	[  1.30595966 277.98234525 176.        ]
generation done

here in gen no. 44
44 	100  	   	[  1.20557631 253.6350877  160.        ]	   	[  1.35900357 277.98234525 177.        ]
generation done

here in gen no. 45
45 	100  	   	[  1.2014754 252.4470499 160.       ]   	   	[  1.35900357 273.70635011 177.        ]
generation done

here in gen no. 46
46 	100  	   	[  1.20005263 252.19907842 160.        ]	   	[  1.42711763 272.72798196 179.        ]
generation done

here in gen no. 47
47 	100  	   	[  1.20005263 252.19907842 160.        ]	   	[  1.28395187 272.51368822 180.        ]
generation done

here in gen no. 48
48 	100  	   	[  1.19422709 251.66573693 160.        ]	   	[  1.28395187 266.4420136  180.        ]
generation done

here in gen no. 49
49 	100  	   	[  1.19422709 247.6279374  160.        ]	   	[  1.26610388 265.01556536 180.        ]
generation done

here in gen no. 50
50 	100  	   	[  1.14364999 242.72871408 160.        ]	   	[  1.24595187 264.72569523 179.        ]
generation done

here in gen no. 51
51 	100  	   	[  1.14364999 242.72871408 160.        ]	   	[  1.23962699 262.39689868 181.        ]
generation done

here in gen no. 52
52 	100  	   	[  1.14364999 242.72871408 160.        ]	   	[  1.23962699 261.55843257 181.        ]
generation done

here in gen no. 53
53 	100  	   	[  1.14364999 242.72871408 160.        ]	   	[  1.23567148 259.35538974 181.        ]
generation done

here in gen no. 54
54 	100  	   	[  1.14364999 242.72871408 160.        ]	   	[  1.23189226 260.05284521 183.        ]
generation done

here in gen no. 55
55 	100  	   	[  1.14364999 242.72871408 160.        ]	   	[  1.23024829 260.05284521 183.        ]
generation done

here in gen no. 56
56 	100  	   	[  1.14227867 242.72871408 160.        ]	   	[  1.23646379 260.05284521 183.        ]
generation done

here in gen no. 57
57 	100  	   	[  1.13215937 239.51808447 160.        ]	   	[  1.30009834 260.09977074 183.        ]
generation done

here in gen no. 58
58 	100  	   	[  1.13215937 239.51808447 160.        ]	   	[  1.30009834 259.00244989 185.        ]
generation done

here in gen no. 59
59 	100  	   	[  1.13215937 234.43471394 160.        ]	   	[  1.24622203 257.56481784 185.        ]
generation done

here in gen no. 60
60 	100  	   	[  1.13215937 234.43471394 160.        ]	   	[  1.24581368 253.99540165 185.        ]
generation done

here in gen no. 61
61 	100  	   	[  1.12800358 234.43471394 160.        ]	   	[  1.21006846 253.85719315 187.        ]
generation done

here in gen no. 62
62 	100  	   	[  1.12093988 233.02490203 160.        ]	   	[  1.2065848  254.66647164 187.        ]
generation done

here in gen no. 63
63 	100  	   	[  1.11791628 232.60449967 160.        ]	   	[  1.2048652  253.85719315 187.        ]
generation done

here in gen no. 64
64 	100  	   	[  1.11791628 231.27739917 160.        ]	   	[  1.2048652  252.60999024 187.        ]
generation done

here in gen no. 65
65 	100  	   	[  1.11791628 230.13557257 160.        ]	   	[  1.19730561 249.21126069 189.        ]
generation done

here in gen no. 66
66 	100  	   	[  1.10017997 227.48550153 160.        ]	   	[  1.19730561 247.34073242 190.        ]
generation done

here in gen no. 67
67 	100  	   	[  1.10017997 227.48550153 160.        ]	   	[  1.19730561 246.39015771 190.        ]
generation done

here in gen no. 68
68 	100  	   	[  1.09309222 224.98684027 160.        ]	   	[  1.23260802 245.36299972 190.        ]
generation done

here in gen no. 69
69 	100  	   	[  1.09309222 224.98684027 160.        ]	   	[  1.23260802 247.1871063  190.        ]
generation done

here in gen no. 70
70 	100  	   	[  1.09181035 224.98684027 160.        ]	   	[  1.23299126 247.1871063  190.        ]
generation done

here in gen no. 71
71 	100  	   	[  1.09181035 224.47038693 160.        ]	   	[  1.23299126 247.1871063  190.        ]
generation done

here in gen no. 72
72 	100  	   	[  1.09181035 223.69628219 160.        ]	   	[  1.23260802 247.1871063  178.        ]
generation done

here in gen no. 73
73 	100  	   	[  1.09181035 223.69628219 160.        ]	   	[  1.23260802 244.24155469 178.        ]
generation done

here in gen no. 74
74 	100  	   	[  1.09181035 222.16721675 160.        ]	   	[  1.23260802 244.06095715 178.        ]
generation done

here in gen no. 75
75 	100  	   	[  1.09181035 219.95092279 160.        ]	   	[  1.23260802 243.88667923 179.        ]
generation done

here in gen no. 76
76 	100  	   	[  1.04230932 219.95092279 160.        ]	   	[  1.23260802 243.88667923 180.        ]
generation done

here in gen no. 77
77 	100  	   	[  1.04230932 218.43409467 160.        ]	   	[  1.23260802 243.69844405 181.        ]
generation done

here in gen no. 78
78 	100  	   	[  1.04230932 218.43409467 160.        ]	   	[  1.23260802 239.33763619 182.        ]
generation done

here in gen no. 79
79 	100  	   	[  1.04230932 218.43409467 160.        ]	   	[  1.23260802 239.33763619 184.        ]
generation done

here in gen no. 80
80 	100  	   	[  1.0320308  218.43409467 160.        ]	   	[  1.15663723 239.33763619 183.        ]
generation done

here in gen no. 81
81 	100  	   	[  1.0320308  218.41280956 160.        ]	   	[  1.19828484 239.33763619 182.        ]
generation done

here in gen no. 82
82 	100  	   	[  1.0320308  217.63161616 160.        ]	   	[  1.15715982 238.20976629 184.        ]
generation done

here in gen no. 83
83 	100  	   	[  1.0320308  217.63161616 160.        ]	   	[  1.15715982 238.20976629 184.        ]
generation done

here in gen no. 84
84 	100  	   	[  1.02595891 214.75149523 160.        ]	   	[  1.20682169 238.20976629 183.        ]
generation done

here in gen no. 85
85 	100  	   	[  1.02595891 214.75149523 160.        ]	   	[  1.22800107 236.3294374  183.        ]
generation done

here in gen no. 86
86 	100  	   	[  1.02565279 214.18619713 160.        ]	   	[  1.22800107 236.3294374  185.        ]
generation done

here in gen no. 87
87 	100  	   	[  1.00816691 210.58893518 160.        ]	   	[  1.22800107 236.3294374  185.        ]
generation done

here in gen no. 88
88 	100  	   	[  0.9957916  210.58893518 160.        ]	   	[  1.22800107 235.41166883 185.        ]
generation done

here in gen no. 89
89 	100  	   	[  0.9957916  206.97158524 160.        ]	   	[  1.22800107 235.10166163 185.        ]
generation done

here in gen no. 90
90 	100  	   	[  0.9957916  206.97158524 160.        ]	   	[  1.20682169 235.10166163 185.        ]
generation done

here in gen no. 91
91 	100  	   	[  0.99330979 206.97158524 160.        ]	   	[  1.20682169 237.24536523 185.        ]
generation done

here in gen no. 92
92 	100  	   	[  0.99330979 206.95809384 160.        ]	   	[  1.20682169 233.42644831 187.        ]
generation done

here in gen no. 93
93 	100  	   	[  0.99330979 206.95809384 160.        ]	   	[  1.20682169 232.34222252 189.        ]
generation done

here in gen no. 94
94 	100  	   	[  0.98520558 206.95809384 160.        ]	   	[  1.18125954 232.34222252 189.        ]
generation done

here in gen no. 95
95 	100  	   	[  0.98038226 203.61558342 160.        ]	   	[  1.18125954 229.98989724 189.        ]
generation done

here in gen no. 96
96 	100  	   	[  0.98038226 203.61558342 160.        ]	   	[  1.18125954 232.51234367 189.        ]
generation done

here in gen no. 97
97 	100  	   	[  0.96805679 202.40687725 160.        ]	   	[  1.18125954 232.51234367 184.        ]
generation done

here in gen no. 98
98 	100  	   	[  0.96805679 202.40687725 160.        ]	   	[  1.16609799 230.49218957 184.        ]
generation done

here in gen no. 99
99 	100  	   	[  0.96805679 198.35169645 160.        ]	   	[  1.1580738  228.61298307 184.        ]
generation done

here in gen no. 100
100	100  	   	[  0.96805679 198.35169645 160.        ]	   	[  1.1580738  228.61298307 184.        ]
generation done

here in gen no. 101
101	100  	   	[  0.95930454 198.35169645 160.        ]	   	[  1.1580738  227.92833548 184.        ]
generation done

here in gen no. 102
102	100  	   	[  0.95930454 198.35169645 160.        ]	   	[  1.1580738  227.92833548 184.        ]
generation done

here in gen no. 103
103	100  	   	[  0.95930454 198.35169645 160.        ]	   	[  1.1580738  225.53908353 184.        ]
generation done

here in gen no. 104
104	100  	   	[  0.95930454 198.35169645 160.        ]	   	[  1.11617643 225.53908353 185.        ]
generation done

here in gen no. 105
105	100  	   	[  0.94698509 198.35169645 160.        ]	   	[  1.11617643 225.53908353 184.        ]
generation done

here in gen no. 106
106	100  	   	[  0.94698509 198.35169645 160.        ]	   	[  1.09680576 225.53908353 186.        ]
generation done

here in gen no. 107
107	100  	   	[  0.94698509 197.65091057 160.        ]	   	[  1.09680576 221.35336535 186.        ]
generation done

here in gen no. 108
108	100  	   	[  0.94212912 196.27768833 160.        ]	   	[  1.08676101 221.35336535 186.        ]
generation done

here in gen no. 109
109	100  	   	[  0.93606945 196.19463011 160.        ]	   	[  1.08676101 221.5033656  186.        ]
generation done

here in gen no. 110
110	100  	   	[  0.93606945 196.19463011 160.        ]	   	[  1.0807933 221.5033656 186.       ]   
generation done

here in gen no. 111
111	100  	   	[  0.93606945 196.19463011 160.        ]	   	[  1.0807933 221.5033656 184.       ]   
generation done

here in gen no. 112
112	100  	   	[  0.93606945 196.19463011 160.        ]	   	[  1.07551727 220.54815808 186.        ]
generation done

here in gen no. 113
113	100  	   	[  0.93606945 196.19463011 160.        ]	   	[  1.07551727 220.73599391 186.        ]
generation done

here in gen no. 114
114	100  	   	[  0.93606945 196.19463011 160.        ]	   	[  1.07551727 220.14185222 186.        ]
generation done

here in gen no. 115
115	100  	   	[  0.93606945 196.19463011 160.        ]	   	[  1.07551727 219.13787324 186.        ]
generation done

here in gen no. 116
116	100  	   	[  0.93315066 196.17209828 160.        ]	   	[  1.07551727 223.70767393 186.        ]
generation done

here in gen no. 117
117	100  	   	[  0.93315066 196.17209828 160.        ]	   	[  1.09171322 223.2215317  186.        ]
generation done

here in gen no. 118
118	100  	   	[  0.93315066 196.17209828 160.        ]	   	[  1.09171322 223.2215317  186.        ]
generation done

here in gen no. 119
119	100  	   	[  0.93315066 195.26583172 160.        ]	   	[  1.09171322 218.93070856 187.        ]
generation done

here in gen no. 120
120	100  	   	[  0.93315066 195.26583172 160.        ]	   	[  1.09171322 218.93070856 187.        ]
generation done

here in gen no. 121
121	100  	   	[  0.93315066 193.86962872 160.        ]	   	[  1.07473225 218.66865666 187.        ]
generation done

here in gen no. 122
122	100  	   	[  0.93315066 193.86962872 160.        ]	   	[  1.07473225 217.11101715 187.        ]
generation done

here in gen no. 123
123	100  	   	[  0.93315066 193.86962872 160.        ]	   	[  1.07473225 216.86182343 187.        ]
generation done

here in gen no. 124
124	100  	   	[  0.93315066 193.86962872 160.        ]	   	[  1.07473225 213.5908205  187.        ]
generation done

here in gen no. 125
125	100  	   	[  0.93315066 193.86962872 160.        ]	   	[  1.07473225 212.77112721 188.        ]
generation done

here in gen no. 126
126	100  	   	[  0.93315066 193.86962872 160.        ]	   	[  1.07473225 215.34067408 188.        ]
generation done

here in gen no. 127
127	100  	   	[  0.92860799 193.86962872 160.        ]	   	[  1.08367005 215.34067408 187.        ]
generation done

here in gen no. 128
128	100  	   	[  0.9261937  193.86962872 160.        ]	   	[  1.08367005 212.20534557 188.        ]
generation done

here in gen no. 129
129	100  	   	[  0.9261937  193.86962872 160.        ]	   	[  1.04108202 212.20534557 190.        ]
generation done

here in gen no. 130
130	100  	   	[  0.9261937  192.55247728 160.        ]	   	[  1.05570082 211.78404737 190.        ]
generation done

here in gen no. 131
131	100  	   	[  0.92495895 192.55247728 160.        ]	   	[  1.05570082 211.78404737 190.        ]
generation done

here in gen no. 132
132	100  	   	[  0.92495895 192.24597734 160.        ]	   	[  1.05570082 213.92063701 190.        ]
generation done

here in gen no. 133
133	100  	   	[  0.91968714 192.24597734 160.        ]	   	[  1.05570082 212.61995592 189.        ]
generation done

here in gen no. 134
134	100  	   	[  0.91968714 192.24597734 160.        ]	   	[  1.05570082 212.61995592 189.        ]
generation done

here in gen no. 135
135	100  	   	[  0.91968714 192.24597734 160.        ]	   	[  1.03740123 212.65435509 189.        ]
generation done

here in gen no. 136
136	100  	   	[  0.91968714 192.24597734 160.        ]	   	[  1.02736237 212.61995592 189.        ]
generation done

here in gen no. 137
137	100  	   	[  0.91968714 189.9216476  160.        ]	   	[  1.02736237 212.61995592 191.        ]
generation done

here in gen no. 138
138	100  	   	[  0.91968714 189.9216476  160.        ]	   	[  1.03196395 212.61995592 191.        ]
generation done

here in gen no. 139
139	100  	   	[  0.91968714 189.9216476  160.        ]	   	[  1.03196395 213.22372907 191.        ]
generation done

here in gen no. 140
140	100  	   	[  0.90964601 189.9216476  160.        ]	   	[  1.07957271 213.22372907 191.        ]
generation done

here in gen no. 141
141	100  	   	[  0.88528351 185.46413302 160.        ]	   	[  1.03196395 210.71014972 191.        ]
generation done

here in gen no. 142
142	100  	   	[  0.88528351 185.46413302 160.        ]	   	[  1.03196395 213.10554642 191.        ]
generation done

here in gen no. 143
143	100  	   	[  0.88528351 185.46413302 160.        ]	   	[  1.04644119 210.71014972 188.        ]
generation done

here in gen no. 144
144	100  	   	[  0.88528351 185.46413302 160.        ]	   	[  1.04644119 210.71014972 187.        ]
generation done

here in gen no. 145
145	100  	   	[  0.88528351 185.46413302 160.        ]	   	[  1.04644119 210.71014972 185.        ]
generation done

here in gen no. 146
146	100  	   	[  0.88528351 185.46413302 160.        ]	   	[  1.04644119 208.52727839 185.        ]
generation done

here in gen no. 147
147	100  	   	[  0.88528351 185.46413302 160.        ]	   	[  1.04644119 207.94613221 185.        ]
generation done

here in gen no. 148
148	100  	   	[  0.88528351 185.46413302 160.        ]	   	[  1.04644119 211.75121673 185.        ]
generation done

here in gen no. 149
149	100  	   	[  0.88528351 185.46413302 160.        ]	   	[  1.03323381 207.50802777 186.        ]
generation done

here in gen no. 150
150	100  	   	[  0.88402238 185.43119172 160.        ]	   	[  1.03323381 207.50802777 186.        ]
generation done

here in gen no. 151
151	100  	   	[  0.88402238 185.43119172 160.        ]	   	[  1.03323381 207.50802777 188.        ]
generation done

here in gen no. 152
152	100  	   	[  0.88402238 183.70303613 160.        ]	   	[  1.02828963 209.54232201 188.        ]
generation done

here in gen no. 153
153	100  	   	[  0.88402238 183.70303613 160.        ]	   	[  1.00689904 206.08068917 188.        ]
generation done

here in gen no. 154
154	100  	   	[  0.88402238 183.70303613 160.        ]	   	[  1.00689904 204.9374869  189.        ]
generation done

here in gen no. 155
155	100  	   	[  0.88402238 183.70303613 160.        ]	   	[  1.01842186 204.9374869  189.        ]
generation done

here in gen no. 156
156	100  	   	[  0.88251629 183.70303613 160.        ]	   	[  1.00496533 204.9374869  189.        ]
generation done

here in gen no. 157
157	100  	   	[  0.88251629 183.70303613 160.        ]	   	[  1.00496533 204.9374869  189.        ]
generation done

here in gen no. 158
158	100  	   	[  0.87847993 183.70303613 160.        ]	   	[  1.00496533 201.78982421 189.        ]
generation done

here in gen no. 159
159	100  	   	[  0.86536392 183.70303613 160.        ]	   	[  1.00496533 201.48836227 190.        ]
generation done

here in gen no. 160
160	100  	   	[  0.86536392 183.11189943 160.        ]	   	[  1.00496533 201.48836227 190.        ]
generation done

here in gen no. 161
161	100  	   	[  0.86536392 183.11189943 160.        ]	   	[  1.00023473 200.48212364 190.        ]
generation done

here in gen no. 162
162	100  	   	[  0.86536392 179.69550697 160.        ]	   	[  1.00023473 199.666914   191.        ]
generation done

here in gen no. 163
163	100  	   	[  0.86536392 179.69550697 160.        ]	   	[  1.00023473 204.25087236 191.        ]
generation done

here in gen no. 164
164	100  	   	[  0.86536392 179.69550697 160.        ]	   	[  0.96023632 199.666914   191.        ]
generation done

here in gen no. 165
165	100  	   	[  0.86536392 179.69550697 160.        ]	   	[  0.96023632 199.666914   191.        ]
generation done

here in gen no. 166
166	100  	   	[  0.86536392 179.69550697 160.        ]	   	[  0.96023632 198.7967572  191.        ]
generation done

here in gen no. 167
167	100  	   	[  0.86536392 179.69550697 160.        ]	   	[  0.96023632 198.7967572  191.        ]
generation done

here in gen no. 168
168	100  	   	[  0.86536392 179.69550697 160.        ]	   	[  0.96023632 198.7967572  191.        ]
generation done

here in gen no. 169
169	100  	   	[  0.86536392 179.69550697 160.        ]	   	[  0.96023632 198.7967572  193.        ]
generation done

here in gen no. 170
170	100  	   	[  0.86536392 179.69550697 160.        ]	   	[  0.96023632 198.7967572  193.        ]
generation done

here in gen no. 171
171	100  	   	[  0.84666318 178.91929728 160.        ]	   	[  0.96023632 198.7967572  193.        ]
generation done

here in gen no. 172
172	100  	   	[  0.84666318 178.91929728 160.        ]	   	[  0.96023632 197.73878075 195.        ]
generation done

here in gen no. 173
173	100  	   	[  0.84646837 178.61944687 160.        ]	   	[  0.95403655 197.73878075 195.        ]
generation done

here in gen no. 174
174	100  	   	[  0.84646837 177.66130961 160.        ]	   	[  0.95403655 197.73878075 195.        ]
generation done

here in gen no. 175
175	100  	   	[  0.84646837 177.66130961 160.        ]	   	[  0.95403655 197.73878075 193.        ]
generation done

here in gen no. 176
176	100  	   	[  0.84646837 177.66130961 160.        ]	   	[  0.9822493  211.38498143 193.        ]
generation done

here in gen no. 177
177	100  	   	[  0.84646837 177.66130961 160.        ]	   	[  0.95403655 197.73878075 193.        ]
generation done

here in gen no. 178
178	100  	   	[  0.84646837 177.09842831 160.        ]	   	[  0.95403655 197.7801238  193.        ]
generation done

here in gen no. 179
179	100  	   	[  0.84646837 176.56129014 160.        ]	   	[  0.94288688 197.71156314 194.        ]
generation done

here in gen no. 180
180	100  	   	[  0.84646837 176.56129014 160.        ]	   	[  0.95691923 203.51412279 195.        ]
generation done

here in gen no. 181
181	100  	   	[  0.84514446 175.70531418 160.        ]	   	[  0.9601694  200.27270904 195.        ]
generation done

here in gen no. 182
182	100  	   	[  0.84514446 175.70531418 160.        ]	   	[  0.93202476 196.64911612 195.        ]
generation done

here in gen no. 183
183	100  	   	[  0.84514446 175.70531418 160.        ]	   	[  0.93290935 196.64911612 195.        ]
generation done

here in gen no. 184
184	100  	   	[  0.84274106 175.70531418 160.        ]	   	[  0.93493674 196.64911612 196.        ]
generation done

here in gen no. 185
185	100  	   	[  0.84274106 175.65989718 160.        ]	   	[  0.93202476 196.05572474 196.        ]
generation done

here in gen no. 186
186	100  	   	[  0.84274106 175.65989718 160.        ]	   	[  0.93202476 196.05572474 196.        ]
generation done

here in gen no. 187
187	100  	   	[  0.84274106 175.65989718 160.        ]	   	[  0.93202476 195.40395368 196.        ]
generation done

here in gen no. 188
188	100  	   	[  0.83974621 174.43555924 160.        ]	   	[  0.94078108 199.60419496 195.        ]
generation done

here in gen no. 189
189	100  	   	[  0.83613808 174.43555924 160.        ]	   	[  0.93658644 197.89316405 195.        ]
generation done

here in gen no. 190
190	100  	   	[  0.83613808 174.43555924 160.        ]	   	[  0.93202476 195.94117757 196.        ]
generation done

here in gen no. 191
191	100  	   	[  0.82750741 172.5752227  160.        ]	   	[  0.94301661 195.20815017 196.        ]
generation done

here in gen no. 192
192	100  	   	[  0.82750741 172.5752227  160.        ]	   	[  0.94301661 195.20815017 196.        ]
generation done

here in gen no. 193
193	100  	   	[  0.82750741 172.5752227  160.        ]	   	[  0.97744425 195.20815017 196.        ]
generation done

here in gen no. 194
194	100  	   	[  0.82750741 172.5752227  160.        ]	   	[  0.97744425 195.20815017 197.        ]
generation done

here in gen no. 195
195	100  	   	[  0.82419858 172.5752227  160.        ]	   	[  0.97744425 195.20815017 197.        ]
generation done

here in gen no. 196
196	100  	   	[  0.82419858 172.5752227  160.        ]	   	[  0.97744425 195.20815017 195.        ]
generation done

here in gen no. 197
197	100  	   	[  0.82419858 172.5752227  160.        ]	   	[  0.97744425 195.20815017 196.        ]
generation done

here in gen no. 198
198	100  	   	[  0.82419858 172.5752227  160.        ]	   	[  0.97744425 194.37737083 197.        ]
generation done

here in gen no. 199
last gen after newpool 0.14242815971374512
199	100  	   	[  0.82419858 172.5752227  160.        ]	   	[  0.97744425 194.37737083 197.        ]
generation done
Overall time 2833.7756164073944
 ------------------------------------src done------------------------------------------- 
[<deap.creator.Individual object at 0x7f7fe4ff4a90>, <deap.creator.Individual object at 0x7f7fe4f78c18>, <deap.creator.Individual object at 0x7f7fbe38f4e0>, <deap.creator.Individual object at 0x7f7fe53d1f98>, <deap.creator.Individual object at 0x7f7fe50cf908>, <deap.creator.Individual object at 0x7f7fe52625f8>, <deap.creator.Individual object at 0x7f7fe54838d0>, <deap.creator.Individual object at 0x7f7fe54e2cf8>, <deap.creator.Individual object at 0x7f7fe5031710>, <deap.creator.Individual object at 0x7f7fbe14b128>, <deap.creator.Individual object at 0x7f7fe4f9e908>, <deap.creator.Individual object at 0x7f7fe535e1d0>, <deap.creator.Individual object at 0x7f7fe5a38da0>, <deap.creator.Individual object at 0x7f7fe57f3978>, <deap.creator.Individual object at 0x7f7fe57870b8>, <deap.creator.Individual object at 0x7f7fe52772b0>, <deap.creator.Individual object at 0x7f7fbe4d8710>, <deap.creator.Individual object at 0x7f7fbe5d2ac8>, <deap.creator.Individual object at 0x7f7fbe4e0828>, <deap.creator.Individual object at 0x7f7fbe4e70f0>, <deap.creator.Individual object at 0x7f7fe5a3dba8>, <deap.creator.Individual object at 0x7f7fbe145710>, <deap.creator.Individual object at 0x7f7fbe334860>, <deap.creator.Individual object at 0x7f7fe52598d0>, <deap.creator.Individual object at 0x7f7fbe287400>, <deap.creator.Individual object at 0x7f7fbe1d7da0>, <deap.creator.Individual object at 0x7f7fe5130ac8>, <deap.creator.Individual object at 0x7f7fe50ae048>, <deap.creator.Individual object at 0x7f7fe55f4668>, <deap.creator.Individual object at 0x7f7fbe5db320>, <deap.creator.Individual object at 0x7f7fe50a9128>]
Pareto Front: 
(0.8426394414583438, 177.80559297073066, 172.0)
(0.9163047537420176, 190.17676229590438, 162.0)
(0.8360947877491678, 174.56083592445037, 191.0)
(0.8838214427536679, 186.55914955648905, 166.0)
(0.8374018267704643, 177.53390498271546, 173.0)
(0.9072642194511388, 191.72169502922554, 160.0)
(0.8479558927044427, 176.6696165593283, 171.0)
(0.8479558927044427, 176.6696165593283, 171.0)
(0.8398472618658749, 174.54193141216456, 186.0)
(0.8460160089767891, 178.55757169652986, 171.0)
(0.9195043022629154, 191.12622712354118, 160.0)
(0.8241985818039362, 173.09250324161644, 192.0)
(0.8241985818039362, 173.09250324161644, 192.0)
(0.8361380812732079, 176.65295096717188, 183.0)
(0.8847853515383937, 184.06698062391675, 168.0)
(0.8942956837155837, 186.66763963426865, 165.0)
(0.9032966844468618, 189.71250663271024, 164.0)
(0.9032966844468618, 189.71250663271024, 164.0)
(0.8941630731645448, 186.34524608137866, 167.0)
(0.8275074144391803, 172.5752227018267, 194.0)
(0.8551078760159352, 180.2689847976397, 170.0)
(0.8435074788561039, 176.92800042263227, 172.0)
(0.8838214427536678, 186.55914955648907, 168.0)
(0.9282628592739637, 190.42816404458787, 160.0)
(0.838309202553021, 174.08080437601672, 191.0)
(0.9104674894916771, 189.3410666699134, 163.0)
(0.8959239916457172, 184.77885503562462, 165.0)
(0.8422832418546445, 176.47077433068637, 173.0)
(0.8330222444282106, 175.19667380900268, 191.0)
(0.8560628139268239, 176.9925534535782, 170.0)
(0.8607789890115279, 182.93364346608263, 169.0)
Pareto Front: 
(0.8426394414583438, 177.80559297073066, 172.0)
(0.9282628592739637, 190.42816404458787, 160.0)
(0.9163047537420176, 190.17676229590438, 162.0)
(0.8360947877491678, 174.56083592445037, 191.0)
(0.8460160089767891, 178.55757169652986, 171.0)
(0.8838214427536679, 186.55914955648905, 166.0)
(0.8374018267704643, 177.53390498271546, 173.0)
(0.9072642194511388, 191.72169502922554, 160.0)
(0.9032966844468618, 189.71250663271024, 164.0)
(0.9032966844468618, 189.71250663271024, 164.0)
(0.9195043022629154, 191.12622712354118, 160.0)
(0.8959239916457172, 184.77885503562462, 165.0)
(0.9104674894916771, 189.3410666699134, 163.0)
(0.8275074144391803, 172.5752227018267, 194.0)
(0.8607789890115279, 182.93364346608263, 169.0)
(0.8560628139268239, 176.9925534535782, 170.0)
(0.8941630731645448, 186.34524608137866, 167.0)
(0.8479558927044427, 176.6696165593283, 171.0)
(0.8479558927044427, 176.6696165593283, 171.0)
(0.8330222444282106, 175.19667380900268, 191.0)
(0.8847853515383937, 184.06698062391675, 168.0)
(0.8361380812732079, 176.65295096717188, 183.0)
(0.8551078760159352, 180.2689847976397, 170.0)
(0.8435074788561039, 176.92800042263227, 172.0)
(0.8241985818039362, 173.09250324161644, 192.0)
(0.8241985818039362, 173.09250324161644, 192.0)
(0.8398472618658749, 174.54193141216456, 186.0)
(0.8942956837155837, 186.66763963426865, 165.0)
(0.838309202553021, 174.08080437601672, 191.0)
(0.8422832418546445, 176.47077433068637, 173.0)
(0.8838214427536678, 186.55914955648907, 168.0)

test: test on one with min validation error 0.4090909090909091

 test: avg on sampled pareto set 0.4090909090909091
0
2018-04-16 19:41:13.653177: W tensorflow/core/platform/cpu_feature_guard.cc:45] The TensorFlow library wasn't compiled to use SSE4.1 instructions, but these are available on your machine and could speed up CPU computations.
2018-04-16 19:41:13.653218: W tensorflow/core/platform/cpu_feature_guard.cc:45] The TensorFlow library wasn't compiled to use SSE4.2 instructions, but these are available on your machine and could speed up CPU computations.
2018-04-16 19:41:13.653228: W tensorflow/core/platform/cpu_feature_guard.cc:45] The TensorFlow library wasn't compiled to use AVX instructions, but these are available on your machine and could speed up CPU computations.
[[0.39650172 0.38445205 0.40034681 0.36197932 0.35428894 0.33694149
  0.29570552 0.27781813 0.55058428 0.27828561 0.32576182 0.28272613
  0.28575879 0.2921238  0.3017004  0.4187367  0.37480631 0.23610242
  0.24793891 0.26541247 0.40274956 0.45561994 0.33872192 0.43281298
  0.45215642 0.42109012 0.31339371 0.26216693 0.27023901 0.36473853
  0.33993003 0.36010188 0.        ]
 [0.55598907 0.26021088 0.20670497 0.46747613 0.27929191 0.1788004
  0.21516142 0.45347049 0.42166303 0.1779069  0.17464274 0.28987003
  0.2605385  0.27352301 0.45502627 0.57120646 0.39290892 0.27104378
  0.28598231 0.40669798 0.31221305 0.31833593 0.4121974  0.39527924
  0.34655817 0.21585364 0.30359331 0.5992325  0.35357221 0.28721208
  0.25086479 0.33409136 0.        ]
 [0.45206109 0.44436269 0.31258711 0.37395564 0.35047642 0.22556598
  0.2456123  0.35579267 0.4477927  0.2534324  0.27404207 0.30557358
  0.32255916 0.31591578 0.36215427 0.48143036 0.38119135 0.25737886
  0.24387517 0.20805389 0.42268755 0.36850189 0.39941869 0.46010055
  0.460571   0.30963877 0.28916561 0.34653197 0.32255916 0.23992721
  0.30790985 0.48153649 0.        ]]
[[0.39650172 0.38445205 0.40034681 0.36197932 0.35428894 0.33694149
  0.29570552 0.27781813 0.55058428 0.27828561 0.32576182 0.28272613
  0.28575879 0.2921238  0.3017004  0.4187367  0.37480631 0.23610242
  0.24793891 0.26541247 0.40274956 0.45561994 0.33872192 0.43281298
  0.45215642 0.42109012 0.31339371 0.26216693 0.27023901 0.36473853
  0.33993003 0.36010188 0.        ]
 [0.55598907 0.26021088 0.20670497 0.46747613 0.27929191 0.1788004
  0.21516142 0.45347049 0.42166303 0.1779069  0.17464274 0.28987003
  0.2605385  0.27352301 0.45502627 0.57120646 0.39290892 0.27104378
  0.28598231 0.40669798 0.31221305 0.31833593 0.4121974  0.39527924
  0.34655817 0.21585364 0.30359331 0.5992325  0.35357221 0.28721208
  0.25086479 0.33409136 0.        ]
 [0.45206109 0.44436269 0.31258711 0.37395564 0.35047642 0.22556598
  0.2456123  0.35579267 0.4477927  0.2534324  0.27404207 0.30557358
  0.32255916 0.31591578 0.36215427 0.48143036 0.38119135 0.25737886
  0.24387517 0.20805389 0.42268755 0.36850189 0.39941869 0.46010055
  0.460571   0.30963877 0.28916561 0.34653197 0.32255916 0.23992721
  0.30790985 0.48153649 0.        ]]
here network object created
After population initialisation 0.054915666580200195
<class 'list'>
After feedforward 10.610244274139404
gen	evals	std	min                                     	avg	max                                     
0  	100  	   	[  1.55372935 328.71391311 160.        ]	   	[  2.00439517 420.04812678 160.        ]

here in gen no. 1
1st gen after newpool 0.16387510299682617
1  	100  	   	[  1.51136962 323.42006467 160.        ]	   	[  1.72997346 359.16453353 162.        ]
generation done

here in gen no. 2
2  	100  	   	[  1.51136962 323.42006467 160.        ]	   	[  1.67151915 353.85650329 164.        ]
generation done

here in gen no. 3
3  	100  	   	[  1.50609403 323.11375178 160.        ]	   	[  1.66103752 338.55420807 166.        ]
generation done

here in gen no. 4
4  	100  	   	[  1.49398981 320.2203916  160.        ]	   	[  1.66103752 335.99734292 164.        ]
generation done

here in gen no. 5
5  	100  	   	[  1.49117389 316.18845542 160.        ]	   	[  1.66103752 332.70278961 166.        ]
generation done

here in gen no. 6
6  	100  	   	[  1.47493089 316.18845542 160.        ]	   	[  1.5623537 328.8997916 166.       ]   
generation done

here in gen no. 7
7  	100  	   	[  1.47493089 316.18845542 160.        ]	   	[  1.5623537  325.68185686 167.        ]
generation done

here in gen no. 8
8  	100  	   	[  1.46890177 313.50147887 160.        ]	   	[  1.5623537  326.26254121 166.        ]
generation done

here in gen no. 9
9  	100  	   	[  1.45696376 311.97795857 160.        ]	   	[  1.5495662  326.11392768 166.        ]
generation done

here in gen no. 10
10 	100  	   	[  1.42523037 309.61400355 160.        ]	   	[  1.52966502 322.13529333 167.        ]
generation done

here in gen no. 11
11 	100  	   	[  1.41743511 306.47317918 160.        ]	   	[  1.56104288 319.9485665  165.        ]
generation done

here in gen no. 12
12 	100  	   	[  1.41743511 306.47317918 160.        ]	   	[  1.56104288 319.6180976  167.        ]
generation done

here in gen no. 13
13 	100  	   	[  1.40028544 299.86200842 160.        ]	   	[  1.56104288 318.55298591 168.        ]
generation done

here in gen no. 14
14 	100  	   	[  1.40028544 298.40677945 160.        ]	   	[  1.58232401 316.87922461 168.        ]
generation done

here in gen no. 15
15 	100  	   	[  1.38877587 293.02652478 160.        ]	   	[  1.56104288 312.25229921 168.        ]
generation done

here in gen no. 16
16 	100  	   	[  1.38877587 293.02652478 160.        ]	   	[  1.54751608 313.75000964 170.        ]
generation done

here in gen no. 17
17 	100  	   	[  1.36834238 292.33366699 160.        ]	   	[  1.51635136 313.75000964 170.        ]
generation done

here in gen no. 18
18 	100  	   	[  1.36834238 292.33366699 160.        ]	   	[  1.51635136 312.70278654 170.        ]
generation done

here in gen no. 19
19 	100  	   	[  1.36834238 289.35742485 160.        ]	   	[  1.43471773 305.9115553  171.        ]
generation done

here in gen no. 20
gen: 20 doing clustering
doing bp
validation 0.4238095238095238
78.846756
validation 0.41666666666666663
79.076706
validation 0.41666666666666663
79.3028
validation 0.4119047619047619
79.525185
time  13.964329719543457
now ending
validation 0.6166666666666666
81.33149
validation 0.6071428571428571
81.52945
validation 0.5976190476190476
81.72437
validation 0.5857142857142856
81.91638
time  18.192535638809204
now ending
validation 0.5
80.38493
validation 0.48809523809523814
80.5903
validation 0.4833333333333334
80.79242
validation 0.4714285714285714
80.99143
time  23.232774019241333
now ending
validation 0.47619047619047616
82.117455
validation 0.46904761904761905
82.30528
validation 0.4619047619047619
82.49054
validation 0.4595238095238095
82.673294
time  28.849918127059937
now ending
validation 0.46904761904761905
77.83377
validation 0.46904761904761905
78.08332
validation 0.4666666666666667
78.32831
validation 0.4642857142857143
78.568855
time  34.72527813911438
now ending
20 	100  	   	[  1.35217087 289.35742485 160.        ]	   	[  1.43083967 303.60361555 172.        ]
generation done

here in gen no. 21
21 	100  	   	[  1.35217087 289.35742485 160.        ]	   	[  1.46957144 300.7140764  172.        ]
generation done

here in gen no. 22
22 	100  	   	[  1.33613584 280.07237861 160.        ]	   	[  1.46957144 299.38962935 172.        ]
generation done

here in gen no. 23
23 	100  	   	[  1.33613584 280.07237861 160.        ]	   	[  1.46957144 299.38962935 172.        ]
generation done

here in gen no. 24
24 	100  	   	[  1.32460663 280.07237861 160.        ]	   	[  1.46957144 299.81645856 171.        ]
generation done

here in gen no. 25
25 	100  	   	[  1.32460663 277.68843042 160.        ]	   	[  1.40416373 299.38962935 172.        ]
generation done

here in gen no. 26
26 	100  	   	[  1.32460663 277.68843042 160.        ]	   	[  1.40416373 296.29918842 172.        ]
generation done

here in gen no. 27
27 	100  	   	[  1.31255353 274.44956848 160.        ]	   	[  1.40622004 295.40667324 172.        ]
generation done

here in gen no. 28
28 	100  	   	[  1.31145919 274.44956848 160.        ]	   	[  1.40622004 294.99436861 171.        ]
generation done

here in gen no. 29
29 	100  	   	[  1.27968482 274.44956848 160.        ]	   	[  1.40622004 294.28570163 172.        ]
generation done

here in gen no. 30
30 	100  	   	[  1.27968482 274.44956848 160.        ]	   	[  1.40622004 292.89026591 173.        ]
generation done

here in gen no. 31
31 	100  	   	[  1.27968482 272.1220993  160.        ]	   	[  1.40622004 292.89026591 173.        ]
generation done

here in gen no. 32
32 	100  	   	[  1.27968482 270.36589955 160.        ]	   	[  1.40622004 289.30035968 174.        ]
generation done

here in gen no. 33
33 	100  	   	[  1.27968482 270.36589955 160.        ]	   	[  1.40622004 287.1851988  175.        ]
generation done

here in gen no. 34
34 	100  	   	[  1.25897104 266.29852899 160.        ]	   	[  1.40622004 288.2823585  176.        ]
generation done

here in gen no. 35
35 	100  	   	[  1.25897104 266.29852899 160.        ]	   	[  1.34836389 288.2823585  176.        ]
generation done

here in gen no. 36
36 	100  	   	[  1.25153566 264.78967614 160.        ]	   	[  1.34836389 283.75644721 178.        ]
generation done

here in gen no. 37
37 	100  	   	[  1.23089122 259.9140806  160.        ]	   	[  1.34161981 281.34718459 177.        ]
generation done

here in gen no. 38
38 	100  	   	[  1.23089122 259.9140806  160.        ]	   	[  1.35120515 277.01978334 177.        ]
generation done

here in gen no. 39
39 	100  	   	[  1.23089122 259.9140806  160.        ]	   	[  1.38500019 277.56189816 177.        ]
generation done

here in gen no. 40
40 	100  	   	[  1.23009713 257.64195042 160.        ]	   	[  1.38500019 277.56189816 177.        ]
generation done

here in gen no. 41
41 	100  	   	[  1.22624437 257.64195042 160.        ]	   	[  1.41350854 277.23383888 177.        ]
generation done

here in gen no. 42
42 	100  	   	[  1.22624437 254.64571899 160.        ]	   	[  1.41350854 277.23383888 179.        ]
generation done

here in gen no. 43
43 	100  	   	[  1.20774925 249.68887686 160.        ]	   	[  1.38446711 272.59434744 179.        ]
generation done

here in gen no. 44
44 	100  	   	[  1.20774925 249.68887686 160.        ]	   	[  1.38446711 272.59434744 179.        ]
generation done

here in gen no. 45
45 	100  	   	[  1.19905956 249.68887686 160.        ]	   	[  1.38446711 272.59434744 179.        ]
generation done

here in gen no. 46
46 	100  	   	[  1.1773206  243.15443035 160.        ]	   	[  1.38446711 272.59434744 181.        ]
generation done

here in gen no. 47
47 	100  	   	[  1.1773206  243.15443035 160.        ]	   	[  1.38446711 271.59700136 181.        ]
generation done

here in gen no. 48
48 	100  	   	[  1.15294007 241.0438729  160.        ]	   	[  1.38446711 271.59700136 182.        ]
generation done

here in gen no. 49
49 	100  	   	[  1.1506043  240.70671539 160.        ]	   	[  1.29383054 271.59700136 182.        ]
generation done

here in gen no. 50
50 	100  	   	[  1.1506043  240.70671539 160.        ]	   	[  1.29383054 260.59095558 183.        ]
generation done

here in gen no. 51
51 	100  	   	[  1.1506043  240.70671539 160.        ]	   	[  1.27652007 260.88880156 183.        ]
generation done

here in gen no. 52
52 	100  	   	[  1.1506043  238.11548749 160.        ]	   	[  1.27652007 260.39963785 183.        ]
generation done

here in gen no. 53
53 	100  	   	[  1.14759632 238.11548749 160.        ]	   	[  1.25190831 260.39963785 182.        ]
generation done

here in gen no. 54
54 	100  	   	[  1.14154156 235.85509853 160.        ]	   	[  1.23751644 257.63088907 182.        ]
generation done

here in gen no. 55
55 	100  	   	[  1.12072462 231.37409742 160.        ]	   	[  1.23282569 256.5443786  182.        ]
generation done

here in gen no. 56
56 	100  	   	[  1.12072462 231.3310936  160.        ]	   	[  1.23684928 255.52797515 182.        ]
generation done

here in gen no. 57
57 	100  	   	[  1.12072462 230.87272229 160.        ]	   	[  1.23684928 255.52797515 182.        ]
generation done

here in gen no. 58
58 	100  	   	[  1.12072462 230.87272229 160.        ]	   	[  1.20662605 252.61898175 182.        ]
generation done

here in gen no. 59
59 	100  	   	[  1.11084278 230.87272229 160.        ]	   	[  1.20662605 252.61898175 182.        ]
generation done

here in gen no. 60
60 	100  	   	[  1.11084278 230.87272229 160.        ]	   	[  1.20662605 248.85180303 182.        ]
generation done

here in gen no. 61
61 	100  	   	[  1.10558387 230.87272229 160.        ]	   	[  1.20117448 248.88357525 182.        ]
generation done

here in gen no. 62
62 	100  	   	[  1.09230294 227.35757246 160.        ]	   	[  1.20117448 248.88357525 182.        ]
generation done

here in gen no. 63
63 	100  	   	[  1.09230294 226.34100429 160.        ]	   	[  1.20117448 248.88357525 181.        ]
generation done

here in gen no. 64
64 	100  	   	[  1.08347424 225.60292844 160.        ]	   	[  1.1979772  248.88357525 181.        ]
generation done

here in gen no. 65
65 	100  	   	[  1.08347424 225.60292844 160.        ]	   	[  1.1979772  248.88357525 181.        ]
generation done

here in gen no. 66
66 	100  	   	[  1.08347424 222.1131052  160.        ]	   	[  1.20600203 248.85180303 178.        ]
generation done

here in gen no. 67
67 	100  	   	[  1.08347424 222.1131052  160.        ]	   	[  1.16619435 248.85180303 172.        ]
generation done

here in gen no. 68
68 	100  	   	[  1.05939647 222.1131052  160.        ]	   	[  1.17593849 239.09505188 172.        ]
generation done

here in gen no. 69
69 	100  	   	[  1.05939647 220.92959391 160.        ]	   	[  1.17593849 239.03246288 172.        ]
generation done

here in gen no. 70
70 	100  	   	[  1.05939647 220.92959391 160.        ]	   	[  1.17593849 239.03246288 174.        ]
generation done

here in gen no. 71
71 	100  	   	[  1.05297908 218.99855877 160.        ]	   	[  1.15305707 239.03246288 174.        ]
generation done

here in gen no. 72
72 	100  	   	[  1.05297908 218.99855877 160.        ]	   	[  1.15305707 239.03246288 173.        ]
generation done

here in gen no. 73
73 	100  	   	[  1.05297908 218.58109807 160.        ]	   	[  1.1465668  239.03246288 173.        ]
generation done

here in gen no. 74
74 	100  	   	[  1.05297908 218.58109807 160.        ]	   	[  1.1465668  232.64957731 173.        ]
generation done

here in gen no. 75
75 	100  	   	[  1.05297908 215.93461388 160.        ]	   	[  1.1465668 230.9474859 173.       ]   
generation done

here in gen no. 76
76 	100  	   	[  1.05297908 215.93461388 160.        ]	   	[  1.12989472 229.92127881 175.        ]
generation done

here in gen no. 77
77 	100  	   	[  1.05297908 213.92157119 160.        ]	   	[  1.12848991 229.24476198 175.        ]
generation done

here in gen no. 78
78 	100  	   	[  1.05297908 213.92157119 160.        ]	   	[  1.12848991 229.24476198 177.        ]
generation done

here in gen no. 79
79 	100  	   	[  1.0506794  213.92157119 160.        ]	   	[  1.15623133 229.24476198 177.        ]
generation done

here in gen no. 80
80 	100  	   	[  1.04623988 213.92157119 160.        ]	   	[  1.15623133 227.65917699 179.        ]
generation done

here in gen no. 81
81 	100  	   	[  1.04623988 213.92157119 160.        ]	   	[  1.15623133 227.65917699 179.        ]
generation done

here in gen no. 82
82 	100  	   	[  1.04341227 213.92157119 160.        ]	   	[  1.15623133 227.65917699 179.        ]
generation done

here in gen no. 83
83 	100  	   	[  1.02952539 213.92157119 160.        ]	   	[  1.15623133 227.65917699 181.        ]
generation done

here in gen no. 84
84 	100  	   	[  1.02952539 213.92157119 160.        ]	   	[  1.12314273 227.65917699 181.        ]
generation done

here in gen no. 85
85 	100  	   	[  1.02952539 213.89569737 160.        ]	   	[  1.12314273 227.65917699 174.        ]
generation done

here in gen no. 86
86 	100  	   	[  1.02952539 213.37271128 160.        ]	   	[  1.12634657 227.65917699 175.        ]
generation done

here in gen no. 87
87 	100  	   	[  1.02952539 213.37271128 160.        ]	   	[  1.12634657 227.65917699 175.        ]
generation done

here in gen no. 88
88 	100  	   	[  1.02952539 211.95761481 160.        ]	   	[  1.10766687 224.5698046  175.        ]
generation done

here in gen no. 89
89 	100  	   	[  1.02952539 210.59549169 160.        ]	   	[  1.10766687 224.5698046  175.        ]
generation done

here in gen no. 90
90 	100  	   	[  1.02952539 210.59549169 160.        ]	   	[  1.10766687 224.5698046  175.        ]
generation done

here in gen no. 91
91 	100  	   	[  1.02952539 210.59549169 160.        ]	   	[  1.11857001 224.5698046  175.        ]
generation done

here in gen no. 92
92 	100  	   	[  1.0249489 210.4092195 160.       ]   	   	[  1.16285368 224.5698046  177.        ]
generation done

here in gen no. 93
93 	100  	   	[  1.02366237 210.4092195  160.        ]	   	[  1.16285368 224.71617644 177.        ]
generation done

here in gen no. 94
94 	100  	   	[  1.02056414 209.93484984 160.        ]	   	[  1.16981912 223.78574223 178.        ]
generation done

here in gen no. 95
95 	100  	   	[  1.01965943 202.82278188 160.        ]	   	[  1.10459998 221.39625748 179.        ]
generation done

here in gen no. 96
96 	100  	   	[  1.01867831 202.82278188 160.        ]	   	[  1.11462345 221.39625748 181.        ]
generation done

here in gen no. 97
97 	100  	   	[  1.00068652 202.82278188 160.        ]	   	[  1.11462345 221.39625748 181.        ]
generation done

here in gen no. 98
98 	100  	   	[  0.9848408  202.82278188 160.        ]	   	[  1.11462345 220.33304193 181.        ]
generation done

here in gen no. 99
99 	100  	   	[  0.9848408  202.82278188 160.        ]	   	[  1.1069077  219.41983152 181.        ]
generation done

here in gen no. 100
100	100  	   	[  0.9848408  202.82278188 160.        ]	   	[  1.11938048 219.41983152 181.        ]
generation done

here in gen no. 101
101	100  	   	[  0.9848408  202.82278188 160.        ]	   	[  1.11938048 218.02197026 181.        ]
generation done

here in gen no. 102
102	100  	   	[  0.9848408  201.60294179 160.        ]	   	[  1.11938048 216.74027067 181.        ]
generation done

here in gen no. 103
103	100  	   	[  0.9848408  201.60294179 160.        ]	   	[  1.11247376 218.08546539 181.        ]
generation done

here in gen no. 104
104	100  	   	[  0.9848408  201.60294179 160.        ]	   	[  1.10852586 218.57574705 181.        ]
generation done

here in gen no. 105
105	100  	   	[  0.9848408  201.60294179 160.        ]	   	[  1.10852586 218.57574705 182.        ]
generation done

here in gen no. 106
106	100  	   	[  0.9848408  200.81112896 160.        ]	   	[  1.10852586 214.28180841 182.        ]
generation done

here in gen no. 107
107	100  	   	[  0.98328804 200.81112896 160.        ]	   	[  1.07080491 213.84787047 182.        ]
generation done

here in gen no. 108
108	100  	   	[  0.98328804 200.81112896 160.        ]	   	[  1.07074847 213.84787047 182.        ]
generation done

here in gen no. 109
109	100  	   	[  0.98328804 200.81112896 160.        ]	   	[  1.08794256 212.89197717 182.        ]
generation done

here in gen no. 110
110	100  	   	[  0.98328804 200.81112896 160.        ]	   	[  1.09131679 212.33589133 182.        ]
generation done

here in gen no. 111
111	100  	   	[  0.96275529 200.81112896 160.        ]	   	[  1.09131679 211.93447525 182.        ]
generation done

here in gen no. 112
112	100  	   	[  0.96275529 197.28680122 160.        ]	   	[  1.09131679 211.93447525 181.        ]
generation done

here in gen no. 113
113	100  	   	[  0.96275529 197.28680122 160.        ]	   	[  1.09131679 212.77690627 181.        ]
generation done

here in gen no. 114
114	100  	   	[  0.95546051 197.28680122 160.        ]	   	[  1.09131679 212.77690627 179.        ]
generation done

here in gen no. 115
115	100  	   	[  0.95546051 197.28680122 160.        ]	   	[  1.09131679 213.98502072 181.        ]
generation done

here in gen no. 116
116	100  	   	[  0.95546051 197.28680122 160.        ]	   	[  1.09131679 213.98502072 181.        ]
generation done

here in gen no. 117
117	100  	   	[  0.95546051 197.28680122 160.        ]	   	[  1.09131679 213.98502072 181.        ]
generation done

here in gen no. 118
118	100  	   	[  0.95546051 197.28680122 160.        ]	   	[  1.09131679 213.98502072 181.        ]
generation done

here in gen no. 119
119	100  	   	[  0.95108766 195.54254822 160.        ]	   	[  1.07367366 213.98502072 181.        ]
generation done

here in gen no. 120
120	100  	   	[  0.94692836 195.54254822 160.        ]	   	[  1.0548139  208.61770124 181.        ]
generation done

here in gen no. 121
121	100  	   	[  0.94572317 195.03397938 160.        ]	   	[  1.0548139  208.61770124 181.        ]
generation done

here in gen no. 122
122	100  	   	[  0.94072297 195.03397938 160.        ]	   	[  1.0548139  206.87986661 182.        ]
generation done

here in gen no. 123
123	100  	   	[  0.94072297 193.21731845 160.        ]	   	[  1.05473879 206.87986661 184.        ]
generation done

here in gen no. 124
124	100  	   	[  0.94072297 193.21731845 160.        ]	   	[  1.05473879 206.87986661 182.        ]
generation done

here in gen no. 125
125	100  	   	[  0.93833182 193.21731845 160.        ]	   	[  1.05473879 207.99403417 181.        ]
generation done

here in gen no. 126
126	100  	   	[  0.9375284  193.21731845 160.        ]	   	[  1.05473879 207.99403417 182.        ]
generation done

here in gen no. 127
127	100  	   	[  0.9375284  192.95866261 160.        ]	   	[  1.05473879 207.99403417 180.        ]
generation done

here in gen no. 128
128	100  	   	[  0.9375284  190.86203889 160.        ]	   	[  1.05473879 206.89070596 178.        ]
generation done

here in gen no. 129
129	100  	   	[  0.92660877 190.86203889 160.        ]	   	[  1.05473879 206.89070596 178.        ]
generation done

here in gen no. 130
130	100  	   	[  0.9251445  190.86203889 160.        ]	   	[  1.05473879 206.89070596 177.        ]
generation done

here in gen no. 131
131	100  	   	[  0.92507356 190.33323167 160.        ]	   	[  1.05473879 206.89070596 177.        ]
generation done

here in gen no. 132
132	100  	   	[  0.92507356 190.0304017  160.        ]	   	[  1.0622042  206.89070596 177.        ]
generation done

here in gen no. 133
133	100  	   	[  0.92272298 190.0304017  160.        ]	   	[  1.0622042  207.76989781 177.        ]
generation done

here in gen no. 134
134	100  	   	[  0.92272298 190.0304017  160.        ]	   	[  1.05614432 206.89070596 175.        ]
generation done

here in gen no. 135
135	100  	   	[  0.92272298 189.33390399 160.        ]	   	[  1.05614432 203.50376604 175.        ]
generation done

here in gen no. 136
136	100  	   	[  0.92272298 188.90538368 160.        ]	   	[  1.05614432 203.50376604 175.        ]
generation done

here in gen no. 137
137	100  	   	[  0.92272298 188.90538368 160.        ]	   	[  1.05614432 203.50376604 175.        ]
generation done

here in gen no. 138
138	100  	   	[  0.91316115 188.90538368 160.        ]	   	[  1.05614432 203.50376604 175.        ]
generation done

here in gen no. 139
139	100  	   	[  0.91316115 187.85125434 160.        ]	   	[  1.05614432 201.78942656 175.        ]
generation done

here in gen no. 140
140	100  	   	[  0.91316115 187.85125434 160.        ]	   	[  1.04622172 201.45698183 175.        ]
generation done

here in gen no. 141
141	100  	   	[  0.91316115 187.76838892 160.        ]	   	[  1.04622172 201.45698183 175.        ]
generation done

here in gen no. 142
142	100  	   	[  0.91316115 187.76838892 160.        ]	   	[  1.04622172 202.0940111  175.        ]
generation done

here in gen no. 143
143	100  	   	[  0.91316115 187.76838892 160.        ]	   	[  1.04977118 201.45698183 175.        ]
generation done

here in gen no. 144
144	100  	   	[  0.91316115 187.76838892 160.        ]	   	[  1.04977118 201.45698183 175.        ]
generation done

here in gen no. 145
145	100  	   	[  0.91316115 187.76838892 160.        ]	   	[  1.04977118 201.04685868 175.        ]
generation done

here in gen no. 146
146	100  	   	[  0.91316115 187.02496175 160.        ]	   	[  1.04622172 201.04685868 175.        ]
generation done

here in gen no. 147
147	100  	   	[  0.91316115 187.02496175 160.        ]	   	[  1.04622172 202.09128278 175.        ]
generation done

here in gen no. 148
148	100  	   	[  0.91316115 186.18178464 160.        ]	   	[  1.04226671 200.5296248  175.        ]
generation done

here in gen no. 149
149	100  	   	[  0.91316115 185.83629611 160.        ]	   	[  1.04226671 199.80603689 175.        ]
generation done

here in gen no. 150
150	100  	   	[  0.91102571 181.88505797 160.        ]	   	[  1.03237723 199.80603689 175.        ]
generation done

here in gen no. 151
151	100  	   	[  0.91102571 181.88505797 160.        ]	   	[  1.03237723 199.80603689 175.        ]
generation done

here in gen no. 152
152	100  	   	[  0.9086805  181.88505797 160.        ]	   	[  1.03237723 199.80603689 175.        ]
generation done

here in gen no. 153
153	100  	   	[  0.9086805  181.88505797 160.        ]	   	[  1.03237723 199.80603689 175.        ]
generation done

here in gen no. 154
154	100  	   	[  0.9086805  181.88505797 160.        ]	   	[  1.03237723 200.20111147 175.        ]
generation done

here in gen no. 155
155	100  	   	[  0.9086805  181.88505797 160.        ]	   	[  1.03237723 202.4366232  175.        ]
generation done

here in gen no. 156
156	100  	   	[  0.90352051 181.88505797 160.        ]	   	[  1.03237723 200.20111147 175.        ]
generation done

here in gen no. 157
157	100  	   	[  0.90053758 181.88505797 160.        ]	   	[  1.03237723 200.20111147 175.        ]
generation done

here in gen no. 158
158	100  	   	[  0.90053758 181.88505797 160.        ]	   	[  1.03237723 200.20111147 175.        ]
generation done

here in gen no. 159
159	100  	   	[  0.88476563 181.88505797 160.        ]	   	[  1.03237723 200.20111147 175.        ]
generation done

here in gen no. 160
160	100  	   	[  0.88476563 181.88505797 160.        ]	   	[  1.03237723 200.20111147 176.        ]
generation done

here in gen no. 161
161	100  	   	[  0.88476563 181.88505797 160.        ]	   	[  1.03237723 198.08640074 178.        ]
generation done

here in gen no. 162
162	100  	   	[  0.88476563 181.88505797 160.        ]	   	[  1.07838674 198.08640074 177.        ]
generation done

here in gen no. 163
163	100  	   	[  0.88476563 181.88505797 160.        ]	   	[  1.07838674 199.27925786 177.        ]
generation done

here in gen no. 164
164	100  	   	[  0.88242763 181.88505797 160.        ]	   	[  1.03237723 199.27925786 177.        ]
generation done

here in gen no. 165
165	100  	   	[  0.88217415 181.48387212 160.        ]	   	[  1.03237723 199.27925786 177.        ]
generation done

here in gen no. 166
166	100  	   	[  0.88217415 180.90212758 160.        ]	   	[  1.03237723 199.27925786 177.        ]
generation done

here in gen no. 167
167	100  	   	[  0.88217415 180.47671786 160.        ]	   	[  1.03237723 195.97108855 177.        ]
generation done

here in gen no. 168
168	100  	   	[  0.87563615 180.1764157  160.        ]	   	[  1.03237723 195.14519308 178.        ]
generation done

here in gen no. 169
169	100  	   	[  0.87563615 180.1764157  160.        ]	   	[  1.03237723 205.70364513 178.        ]
generation done

here in gen no. 170
170	100  	   	[  0.87563615 180.1764157  160.        ]	   	[  1.00348981 197.12192184 180.        ]
generation done

here in gen no. 171
171	100  	   	[  0.87563615 180.1764157  160.        ]	   	[  0.99366357 191.93773321 180.        ]
generation done

here in gen no. 172
172	100  	   	[  0.87563615 180.1764157  160.        ]	   	[  0.99366357 191.93773321 180.        ]
generation done

here in gen no. 173
173	100  	   	[  0.87563615 180.1764157  160.        ]	   	[  0.99366357 194.71364017 182.        ]
generation done

here in gen no. 174
174	100  	   	[  0.87563615 180.1764157  160.        ]	   	[  0.99366357 194.71364017 182.        ]
generation done

here in gen no. 175
175	100  	   	[  0.87563615 180.1764157  160.        ]	   	[  0.99366357 192.0768572  182.        ]
generation done

here in gen no. 176
176	100  	   	[  0.8695546  179.67724494 160.        ]	   	[  0.95737925 202.81296827 182.        ]
generation done

here in gen no. 177
177	100  	   	[  0.8695546  179.67724494 160.        ]	   	[  0.95737925 199.44335518 182.        ]
generation done

here in gen no. 178
178	100  	   	[  0.8695546  179.67724494 160.        ]	   	[  0.95737925 192.80318911 182.        ]
generation done

here in gen no. 179
179	100  	   	[  0.8695546  179.67724494 160.        ]	   	[  0.94853008 196.50699504 183.        ]
generation done

here in gen no. 180
180	100  	   	[  0.8695546  179.67724494 160.        ]	   	[  0.94853008 192.56928497 183.        ]
generation done

here in gen no. 181
181	100  	   	[  0.8695546  179.67724494 160.        ]	   	[  0.94943603 192.56928497 183.        ]
generation done

here in gen no. 182
182	100  	   	[  0.8695546  179.52418833 160.        ]	   	[  0.94943603 192.56928497 183.        ]
generation done

here in gen no. 183
183	100  	   	[  0.8695546  179.52418833 160.        ]	   	[  0.93908665 192.21889866 183.        ]
generation done

here in gen no. 184
184	100  	   	[  0.86625642 178.76003074 160.        ]	   	[  0.92616774 192.05378139 180.        ]
generation done

here in gen no. 185
185	100  	   	[  0.86625642 178.05814717 160.        ]	   	[  0.92616774 190.26123781 180.        ]
generation done

here in gen no. 186
186	100  	   	[  0.86625642 178.05814717 160.        ]	   	[  0.92616774 190.26123781 180.        ]
generation done

here in gen no. 187
187	100  	   	[  0.86625642 178.01964786 160.        ]	   	[  0.93313352 190.26123781 180.        ]
generation done

here in gen no. 188
188	100  	   	[  0.86625642 178.01964786 160.        ]	   	[  0.93492828 190.26123781 182.        ]
generation done

here in gen no. 189
189	100  	   	[  0.86625642 177.31148792 160.        ]	   	[  0.93492828 190.22275903 182.        ]
generation done

here in gen no. 190
190	100  	   	[  0.86126606 177.26076507 160.        ]	   	[  0.94472527 189.65233395 182.        ]
generation done

here in gen no. 191
191	100  	   	[  0.86069367 176.40317707 160.        ]	   	[  0.94472527 189.65233395 182.        ]
generation done

here in gen no. 192
192	100  	   	[  0.8556473  175.11052567 160.        ]	   	[  0.94472527 189.65233395 182.        ]
generation done

here in gen no. 193
193	100  	   	[  0.8556473  175.11052567 160.        ]	   	[  0.94472527 188.27518188 184.        ]
generation done

here in gen no. 194
194	100  	   	[  0.8556473  175.11052567 160.        ]	   	[  0.94472527 188.27518188 182.        ]
generation done

here in gen no. 195
195	100  	   	[  0.85535268 175.11052567 160.        ]	   	[  0.93313352 188.27518188 182.        ]
generation done

here in gen no. 196
196	100  	   	[  0.85336099 175.11052567 160.        ]	   	[  0.93313352 186.91460411 182.        ]
generation done

here in gen no. 197
197	100  	   	[  0.85126033 175.11052567 160.        ]	   	[  0.93313352 186.91460411 182.        ]
generation done

here in gen no. 198
198	100  	   	[  0.85126033 175.11052567 160.        ]	   	[  0.93313352 190.90841292 182.        ]
generation done

here in gen no. 199
last gen after newpool 0.14194059371948242
199	100  	   	[  0.84936938 175.11052567 160.        ]	   	[  0.93313352 190.90841292 182.        ]
generation done
Overall time 2579.17817735672
 ------------------------------------src done------------------------------------------- 
[<deap.creator.Individual object at 0x7f3942a4d0b8>, <deap.creator.Individual object at 0x7f3942ad3208>, <deap.creator.Individual object at 0x7f39426cbc18>, <deap.creator.Individual object at 0x7f3942618be0>, <deap.creator.Individual object at 0x7f3942525128>, <deap.creator.Individual object at 0x7f3942b96dd8>, <deap.creator.Individual object at 0x7f3942c0cd68>, <deap.creator.Individual object at 0x7f3942bec908>, <deap.creator.Individual object at 0x7f3942c006d8>, <deap.creator.Individual object at 0x7f3942899f60>, <deap.creator.Individual object at 0x7f3942781f98>]
Pareto Front: 
(0.8987871962924955, 177.80138394034276, 162.0)
(0.854513718006551, 175.57134970754663, 163.0)
(0.8827321203615279, 183.16571465231135, 160.0)
(0.8571584525672206, 175.11052566936695, 174.0)
(0.8835739362915398, 182.3276835460706, 160.0)
(0.8799738464284702, 180.30639838653948, 162.0)
(0.8533609856321014, 176.5706607647188, 170.0)
(0.8533609856321014, 176.5706607647188, 170.0)
(0.8493693822563643, 177.88241301809364, 177.0)
(0.8787028051601027, 183.50765100808934, 160.0)
(0.8522904577115075, 175.49728594276002, 177.0)
Pareto Front: 
(0.8493693822563643, 177.88241301809364, 177.0)
(0.8827321203615279, 183.16571465231135, 160.0)
(0.8787028051601027, 183.50765100808934, 160.0)
(0.854513718006551, 175.57134970754663, 163.0)
(0.8533609856321014, 176.5706607647188, 170.0)
(0.8533609856321014, 176.5706607647188, 170.0)
(0.8571584525672206, 175.11052566936695, 174.0)
(0.8835739362915398, 182.3276835460706, 160.0)
(0.8987871962924955, 177.80138394034276, 162.0)
(0.8799738464284702, 180.30639838653948, 162.0)
(0.8522904577115075, 175.49728594276002, 177.0)

test: test on one with min validation error 0.36363636363636365

 test: avg on sampled pareto set 0.36363636363636365
1
2018-04-16 21:49:19.691880: W tensorflow/core/platform/cpu_feature_guard.cc:45] The TensorFlow library wasn't compiled to use SSE4.1 instructions, but these are available on your machine and could speed up CPU computations.
2018-04-16 21:49:19.691927: W tensorflow/core/platform/cpu_feature_guard.cc:45] The TensorFlow library wasn't compiled to use SSE4.2 instructions, but these are available on your machine and could speed up CPU computations.
2018-04-16 21:49:19.691940: W tensorflow/core/platform/cpu_feature_guard.cc:45] The TensorFlow library wasn't compiled to use AVX instructions, but these are available on your machine and could speed up CPU computations.
[[0.39650172 0.38445205 0.40034681 0.36197932 0.35428894 0.33694149
  0.29570552 0.27781813 0.55058428 0.27828561 0.32576182 0.28272613
  0.28575879 0.2921238  0.3017004  0.4187367  0.37480631 0.23610242
  0.24793891 0.26541247 0.40274956 0.45561994 0.33872192 0.43281298
  0.45215642 0.42109012 0.31339371 0.26216693 0.27023901 0.36473853
  0.33993003 0.36010188 0.        ]
 [0.55598907 0.26021088 0.20670497 0.46747613 0.27929191 0.1788004
  0.21516142 0.45347049 0.42166303 0.1779069  0.17464274 0.28987003
  0.2605385  0.27352301 0.45502627 0.57120646 0.39290892 0.27104378
  0.28598231 0.40669798 0.31221305 0.31833593 0.4121974  0.39527924
  0.34655817 0.21585364 0.30359331 0.5992325  0.35357221 0.28721208
  0.25086479 0.33409136 0.        ]
 [0.45206109 0.44436269 0.31258711 0.37395564 0.35047642 0.22556598
  0.2456123  0.35579267 0.4477927  0.2534324  0.27404207 0.30557358
  0.32255916 0.31591578 0.36215427 0.48143036 0.38119135 0.25737886
  0.24387517 0.20805389 0.42268755 0.36850189 0.39941869 0.46010055
  0.460571   0.30963877 0.28916561 0.34653197 0.32255916 0.23992721
  0.30790985 0.48153649 0.        ]]
[[0.39650172 0.38445205 0.40034681 0.36197932 0.35428894 0.33694149
  0.29570552 0.27781813 0.55058428 0.27828561 0.32576182 0.28272613
  0.28575879 0.2921238  0.3017004  0.4187367  0.37480631 0.23610242
  0.24793891 0.26541247 0.40274956 0.45561994 0.33872192 0.43281298
  0.45215642 0.42109012 0.31339371 0.26216693 0.27023901 0.36473853
  0.33993003 0.36010188 0.        ]
 [0.55598907 0.26021088 0.20670497 0.46747613 0.27929191 0.1788004
  0.21516142 0.45347049 0.42166303 0.1779069  0.17464274 0.28987003
  0.2605385  0.27352301 0.45502627 0.57120646 0.39290892 0.27104378
  0.28598231 0.40669798 0.31221305 0.31833593 0.4121974  0.39527924
  0.34655817 0.21585364 0.30359331 0.5992325  0.35357221 0.28721208
  0.25086479 0.33409136 0.        ]
 [0.45206109 0.44436269 0.31258711 0.37395564 0.35047642 0.22556598
  0.2456123  0.35579267 0.4477927  0.2534324  0.27404207 0.30557358
  0.32255916 0.31591578 0.36215427 0.48143036 0.38119135 0.25737886
  0.24387517 0.20805389 0.42268755 0.36850189 0.39941869 0.46010055
  0.460571   0.30963877 0.28916561 0.34653197 0.32255916 0.23992721
  0.30790985 0.48153649 0.        ]]
here network object created
After population initialisation 0.05637407302856445
<class 'list'>
After feedforward 11.973686933517456
gen	evals	std	min                                     	avg	max                                     
0  	100  	   	[  1.53508448 327.542705   160.        ]	   	[  2.0936017  426.54750901 160.        ]

here in gen no. 1
1st gen after newpool 0.16033101081848145
1  	100  	   	[  1.52889546 327.542705   160.        ]	   	[  1.7106583  360.72758113 162.        ]
generation done

here in gen no. 2
2  	100  	   	[  1.52889546 327.542705   160.        ]	   	[  1.67331213 351.86221159 164.        ]
generation done

here in gen no. 3
3  	100  	   	[  1.50208043 321.48532458 160.        ]	   	[  1.62414609 342.72435539 164.        ]
generation done

here in gen no. 4
4  	100  	   	[  1.50208043 321.48532458 160.        ]	   	[  1.60214989 338.71336048 166.        ]
generation done

here in gen no. 5
5  	100  	   	[  1.49282793 321.13221711 160.        ]	   	[  1.59164614 335.54777534 164.        ]
generation done

here in gen no. 6
6  	100  	   	[  1.48494454 318.99819276 160.        ]	   	[  1.59164614 329.92875983 166.        ]
generation done

here in gen no. 7
7  	100  	   	[  1.46861573 314.52489629 160.        ]	   	[  1.56526281 328.3881645  168.        ]
generation done

here in gen no. 8
8  	100  	   	[  1.45751891 313.33108877 160.        ]	   	[  1.54622579 327.64546981 168.        ]
generation done

here in gen no. 9
9  	100  	   	[  1.44337381 305.89608565 160.        ]	   	[  1.54622579 323.11606734 168.        ]
generation done

here in gen no. 10
10 	100  	   	[  1.43394633 305.89608565 160.        ]	   	[  1.53489355 322.94460881 168.        ]
generation done

here in gen no. 11
11 	100  	   	[  1.41943583 305.89608565 160.        ]	   	[  1.53489355 320.10757549 168.        ]
generation done

here in gen no. 12
12 	100  	   	[  1.41943583 305.89608565 160.        ]	   	[  1.53489355 318.12097691 168.        ]
generation done

here in gen no. 13
13 	100  	   	[  1.40812366 302.37406757 160.        ]	   	[  1.53489355 316.69853602 168.        ]
generation done

here in gen no. 14
14 	100  	   	[  1.37921643 295.68396094 160.        ]	   	[  1.48256829 315.04116257 170.        ]
generation done

here in gen no. 15
15 	100  	   	[  1.34454706 288.09870266 160.        ]	   	[  1.48256829 314.07548718 170.        ]
generation done

here in gen no. 16
16 	100  	   	[  1.34454706 288.09870266 160.        ]	   	[  1.45722674 312.58753263 170.        ]
generation done

here in gen no. 17
17 	100  	   	[  1.34454706 288.09870266 160.        ]	   	[  1.46574373 309.63614058 171.        ]
generation done

here in gen no. 18
18 	100  	   	[  1.33676463 285.72282867 160.        ]	   	[  1.44380963 303.70762958 171.        ]
generation done

here in gen no. 19
19 	100  	   	[  1.32685046 285.72282867 160.        ]	   	[  1.41944239 301.77094184 171.        ]
generation done

here in gen no. 20
gen: 20 doing clustering
doing bp
validation 0.5571428571428572
90.44205
validation 0.5547619047619048
90.56278
validation 0.55
90.682465
validation 0.55
90.8011
time  14.010888576507568
now ending
validation 0.43809523809523804
82.84787
validation 0.43809523809523804
83.012856
validation 0.42857142857142855
83.17594
validation 0.4261904761904762
83.33718
time  18.074433088302612
now ending
validation 0.4261904761904762
81.43766
validation 0.4261904761904762
81.61488
validation 0.4238095238095238
81.7898
validation 0.42142857142857143
81.96249
time  23.27005672454834
now ending
validation 0.6261904761904763
84.13343
validation 0.6261904761904763
84.285934
validation 0.6285714285714287
84.43674
time  19.54295825958252
now ending
20 	100  	   	[  1.31177301 280.9255594  160.        ]	   	[  1.41386492 298.75659117 173.        ]
generation done

here in gen no. 21
21 	100  	   	[  1.29350384 278.84725801 160.        ]	   	[  1.41386492 295.16867894 173.        ]
generation done

here in gen no. 22
22 	100  	   	[  1.29350384 278.12107844 160.        ]	   	[  1.41386492 294.83460553 172.        ]
generation done

here in gen no. 23
23 	100  	   	[  1.28282721 275.39418203 160.        ]	   	[  1.37704637 294.83460553 172.        ]
generation done

here in gen no. 24
24 	100  	   	[  1.26390681 271.45223057 160.        ]	   	[  1.43256043 287.78310964 172.        ]
generation done

here in gen no. 25
25 	100  	   	[  1.24673147 269.80289913 160.        ]	   	[  1.43256043 287.24083876 174.        ]
generation done

here in gen no. 26
26 	100  	   	[  1.24673147 269.80289913 160.        ]	   	[  1.43256043 284.12922988 171.        ]
generation done

here in gen no. 27
27 	100  	   	[  1.24673147 268.54080628 160.        ]	   	[  1.38478669 283.48031027 172.        ]
generation done

here in gen no. 28
28 	100  	   	[  1.24673147 268.54080628 160.        ]	   	[  1.37408447 279.92684096 173.        ]
generation done

here in gen no. 29
29 	100  	   	[  1.24188215 265.77375307 160.        ]	   	[  1.37408447 278.50572507 172.        ]
generation done

here in gen no. 30
30 	100  	   	[  1.24188215 265.12326608 160.        ]	   	[  1.38751059 278.0400552  172.        ]
generation done

here in gen no. 31
31 	100  	   	[  1.24188215 262.17120077 160.        ]	   	[  1.43152509 278.0400552  172.        ]
generation done

here in gen no. 32
32 	100  	   	[  1.23630982 262.17120077 160.        ]	   	[  1.43152509 276.49000061 173.        ]
generation done

here in gen no. 33
33 	100  	   	[  1.22692419 259.90558225 160.        ]	   	[  1.43152509 274.3048711  173.        ]
generation done

here in gen no. 34
34 	100  	   	[  1.22692419 259.90558225 160.        ]	   	[  1.34973479 274.3048711  173.        ]
generation done

here in gen no. 35
35 	100  	   	[  1.21666272 255.2214469  160.        ]	   	[  1.34973479 273.50220253 173.        ]
generation done

here in gen no. 36
36 	100  	   	[  1.21666272 255.2214469  160.        ]	   	[  1.34973479 273.06162169 175.        ]2018-04-16 22:03:19.141211: W tensorflow/core/platform/cpu_feature_guard.cc:45] The TensorFlow library wasn't compiled to use SSE4.1 instructions, but these are available on your machine and could speed up CPU computations.
2018-04-16 22:03:19.141256: W tensorflow/core/platform/cpu_feature_guard.cc:45] The TensorFlow library wasn't compiled to use SSE4.2 instructions, but these are available on your machine and could speed up CPU computations.
2018-04-16 22:03:19.141267: W tensorflow/core/platform/cpu_feature_guard.cc:45] The TensorFlow library wasn't compiled to use AVX instructions, but these are available on your machine and could speed up CPU computations.
[[0.39650172 0.38445205 0.40034681 0.36197932 0.35428894 0.33694149
  0.29570552 0.27781813 0.55058428 0.27828561 0.32576182 0.28272613
  0.28575879 0.2921238  0.3017004  0.4187367  0.37480631 0.23610242
  0.24793891 0.26541247 0.40274956 0.45561994 0.33872192 0.43281298
  0.45215642 0.42109012 0.31339371 0.26216693 0.27023901 0.36473853
  0.33993003 0.36010188 0.        ]
 [0.55598907 0.26021088 0.20670497 0.46747613 0.27929191 0.1788004
  0.21516142 0.45347049 0.42166303 0.1779069  0.17464274 0.28987003
  0.2605385  0.27352301 0.45502627 0.57120646 0.39290892 0.27104378
  0.28598231 0.40669798 0.31221305 0.31833593 0.4121974  0.39527924
  0.34655817 0.21585364 0.30359331 0.5992325  0.35357221 0.28721208
  0.25086479 0.33409136 0.        ]
 [0.45206109 0.44436269 0.31258711 0.37395564 0.35047642 0.22556598
  0.2456123  0.35579267 0.4477927  0.2534324  0.27404207 0.30557358
  0.32255916 0.31591578 0.36215427 0.48143036 0.38119135 0.25737886
  0.24387517 0.20805389 0.42268755 0.36850189 0.39941869 0.46010055
  0.460571   0.30963877 0.28916561 0.34653197 0.32255916 0.23992721
  0.30790985 0.48153649 0.        ]]
[[0.39650172 0.38445205 0.40034681 0.36197932 0.35428894 0.33694149
  0.29570552 0.27781813 0.55058428 0.27828561 0.32576182 0.28272613
  0.28575879 0.2921238  0.3017004  0.4187367  0.37480631 0.23610242
  0.24793891 0.26541247 0.40274956 0.45561994 0.33872192 0.43281298
  0.45215642 0.42109012 0.31339371 0.26216693 0.27023901 0.36473853
  0.33993003 0.36010188 0.        ]
 [0.55598907 0.26021088 0.20670497 0.46747613 0.27929191 0.1788004
  0.21516142 0.45347049 0.42166303 0.1779069  0.17464274 0.28987003
  0.2605385  0.27352301 0.45502627 0.57120646 0.39290892 0.27104378
  0.28598231 0.40669798 0.31221305 0.31833593 0.4121974  0.39527924
  0.34655817 0.21585364 0.30359331 0.5992325  0.35357221 0.28721208
  0.25086479 0.33409136 0.        ]
 [0.45206109 0.44436269 0.31258711 0.37395564 0.35047642 0.22556598
  0.2456123  0.35579267 0.4477927  0.2534324  0.27404207 0.30557358
  0.32255916 0.31591578 0.36215427 0.48143036 0.38119135 0.25737886
  0.24387517 0.20805389 0.42268755 0.36850189 0.39941869 0.46010055
  0.460571   0.30963877 0.28916561 0.34653197 0.32255916 0.23992721
  0.30790985 0.48153649 0.        ]]
here network object created
After population initialisation 0.05504345893859863
<class 'list'>
After feedforward 1.904681921005249
gen	evals	std	min                                     	avg	max                                     
0  	100  	   	[  1.57444022  49.53304833 160.        ]	   	[  2.28849751  72.2148779  160.        ]

here in gen no. 1
1st gen after newpool 0.16700053215026855
1  	100  	   	[  1.54427374  48.55951239 160.        ]	   	[  1.84769338  53.71777921 162.        ]
generation done

here in gen no. 2
2  	100  	   	[  1.45818071  46.52177087 160.        ]	   	[  1.66221477  52.72262951 164.        ]
generation done

here in gen no. 3
3  	100  	   	[  1.45818071  46.52177087 160.        ]	   	[  1.6197524   51.00036553 164.        ]
generation done

here in gen no. 4
4  	100  	   	[  1.45818071  46.52177087 160.        ]	   	[  1.61754483  50.86442202 164.        ]
generation done

here in gen no. 5
5  	100  	   	[  1.45818071  46.52177087 160.        ]	   	[  1.58102483  49.61775434 166.        ]
generation done

here in gen no. 6
6  	100  	   	[  1.45818071  46.52177087 160.        ]	   	[  1.56942392  49.53864947 167.        ]
generation done

here in gen no. 7
7  	100  	   	[  1.45818071  46.52177087 160.        ]	   	[  1.61100463  49.25023563 168.        ]
generation done

here in gen no. 8
8  	100  	   	[  1.45818071  46.2142467  160.        ]	   	[  1.61100463  48.61944143 168.        ]
generation done

here in gen no. 9
9  	100  	   	[  1.45818071  46.2142467  160.        ]	   	[  1.61100463  48.16450842 169.        ]
generation done

here in gen no. 10
10 	100  	   	[  1.44882043  45.99471005 160.        ]	   	[  1.5823398   47.62021774 167.        ]
generation done

here in gen no. 11
11 	100  	   	[  1.43775653  45.04928541 160.        ]	   	[  1.5823398   47.34096995 167.        ]
generation done

here in gen no. 12
12 	100  	   	[  1.42866651  45.04928541 160.        ]	   	[  1.66534905  47.34096995 169.        ]
generation done

here in gen no. 13
13 	100  	   	[  1.41198707  44.86881507 160.        ]	   	[  1.49897944  47.34096995 169.        ]
generation done

here in gen no. 14
14 	100  	   	[  1.41198707  44.86881507 160.        ]	   	[  1.55700458  47.34096995 168.        ]
generation done

here in gen no. 15
15 	100  	   	[  1.41198707  44.86881507 160.        ]	   	[  1.58323346  46.31866671 169.        ]
generation done

here in gen no. 16
16 	100  	   	[  1.40853553  44.03735975 160.        ]	   	[  1.58323346  46.1225782  169.        ]
generation done

here in gen no. 17
17 	100  	   	[  1.40238367  44.03735975 160.        ]	   	[  1.58323346  46.1125679  169.        ]
generation done

here in gen no. 18
18 	100  	   	[  1.40238367  43.56374148 160.        ]	   	[  1.55700458  46.1125679  171.        ]
generation done

here in gen no. 19
19 	100  	   	[  1.36337755  42.88842327 160.        ]	   	[  1.68766601  45.49904259 171.        ]
generation done

here in gen no. 20
gen: 20 doing clustering
doing bp
validation 0.4666666666666666
76.38363
validation 0.4666666666666666
76.63964
validation 0.4666666666666666
76.890884
validation 0.4666666666666666
77.13755
time  6.970036745071411
now ending
20 	100  	   	[  1.36337755  42.88842327 160.        ]	   	[  1.488392    45.44581748 172.        ]
generation done

here in gen no. 21
21 	100  	   	[  1.36337755  42.88842327 160.        ]	   	[  1.488392    45.26515623 173.        ]
generation done

here in gen no. 22
22 	100  	   	[  1.36337755  42.88842327 160.        ]	   	[  1.488392    45.23213909 174.        ]
generation done

here in gen no. 23
23 	100  	   	[  1.36337755  42.72834143 160.        ]	   	[  1.53762262  45.23213909 174.        ]
generation done

here in gen no. 24
24 	100  	   	[  1.36337755  42.72834143 160.        ]	   	[  1.53762262  44.90519298 174.        ]
generation done

here in gen no. 25
25 	100  	   	[  1.35994334  42.72834143 160.        ]	   	[  1.53762262  44.85747051 175.        ]
generation done

here in gen no. 26
26 	100  	   	[  1.34673958  42.52976794 160.        ]	   	[  1.53762262  44.59784333 176.        ]
generation done

here in gen no. 27
27 	100  	   	[  1.33311736  41.70317747 160.        ]	   	[  1.52639741  44.2754933  176.        ]
generation done

here in gen no. 28
28 	100  	   	[  1.30791746  40.7717324  160.        ]	   	[  1.45991055  44.25831077 178.        ]
generation done

here in gen no. 29
29 	100  	   	[  1.30791746  40.7717324  160.        ]	   	[  1.45991055  43.98959384 178.        ]
generation done

here in gen no. 30
30 	100  	   	[  1.30791746  40.7717324  160.        ]	   	[  1.45991055  43.84248823 179.        ]
generation done

here in gen no. 31
31 	100  	   	[  1.30791746  40.7717324  160.        ]	   	[  1.41797594  43.43686519 179.        ]
generation done

here in gen no. 32
32 	100  	   	[  1.30601734  40.7717324  160.        ]	   	[  1.41797594  43.39926562 181.        ]
generation done

here in gen no. 33
33 	100  	   	[  1.29389273  40.7717324  160.        ]	   	[  1.53895548  43.00372738 180.        ]
generation done

here in gen no. 34
34 	100  	   	[  1.29389273  40.7717324  160.        ]	   	[  1.39966814  42.93305194 180.        ]
generation done

here in gen no. 35
35 	100  	   	[  1.28027554  40.7717324  160.        ]	   	[  1.39966814  42.82589418 180.        ]
generation done

here in gen no. 36
36 	100  	   	[  1.28027554  40.7717324  160.        ]	   	[  1.39966814  42.64387604 179.        ]
generation done

here in gen no. 37
37 	100  	   	[  1.28027554  40.7717324  160.        ]	   	[  1.39966814  42.70438976 181.        ]
generation done

here in gen no. 38
38 	100  	   	[  1.27540882  40.18308285 160.        ]	   	[  1.39262552  42.70438976 181.        ]
generation done

here in gen no. 39
39 	100  	   	[  1.27540882  40.04497031 160.        ]	   	[  1.39262552  42.70438976 183.        ]
generation done

here in gen no. 40
40 	100  	   	[  1.27540882  40.04497031 160.        ]	   	[  1.39262552  42.2989827  183.        ]
generation done

here in gen no. 41
41 	100  	   	[  1.27540882  40.04497031 160.        ]	   	[  1.39262552  42.66388913 183.        ]
generation done

here in gen no. 42
42 	100  	   	[  1.27540882  40.04497031 160.        ]	   	[  1.39262552  42.66388913 183.        ]
generation done

here in gen no. 43
43 	100  	   	[  1.27253107  40.04497031 160.        ]	   	[  1.39578889  42.18830597 183.        ]
generation done

here in gen no. 44
44 	100  	   	[  1.22840164  38.62642188 160.        ]	   	[  1.39578889  42.05496706 183.        ]
generation done

here in gen no. 45
45 	100  	   	[  1.22840164  38.62642188 160.        ]	   	[  1.39578889  42.05496706 183.        ]
generation done

here in gen no. 46
46 	100  	   	[  1.22840164  38.62642188 160.        ]	   	[  1.45078112  42.05496706 183.        ]
generation done

here in gen no. 47
47 	100  	   	[  1.22840164  38.62642188 160.        ]	   	[  1.45078112  41.58066863 183.        ]
generation done

here in gen no. 48
48 	100  	   	[  1.22840164  38.62642188 160.        ]	   	[  1.45078112  41.23092421 183.        ]
generation done

here in gen no. 49
49 	100  	   	[  1.22840164  38.62642188 160.        ]	   	[  1.44722507  40.97113134 183.        ]
generation done

here in gen no. 50
50 	100  	   	[  1.22840164  38.62642188 160.        ]	   	[  1.44722507  40.8935008  183.        ]
generation done

here in gen no. 51
51 	100  	   	[  1.17749077  37.84008954 160.        ]	   	[  1.44722507  40.43732261 179.        ]
generation done

here in gen no. 52
52 	100  	   	[  1.17749077  37.84008954 160.        ]	   	[  1.31981606  40.55035792 179.        ]
generation done

here in gen no. 53
53 	100  	   	[  1.17749077  37.84008954 160.        ]	   	[  1.31981606  40.36310017 179.        ]
generation done

here in gen no. 54
54 	100  	   	[  1.16588981  37.54738803 160.        ]	   	[  1.32701717  40.33717542 179.        ]
generation done

here in gen no. 55
55 	100  	   	[  1.16588981  36.94682547 160.        ]	   	[  1.31981606  40.17571995 181.        ]
generation done

here in gen no. 56
56 	100  	   	[  1.16214557  36.94682547 160.        ]	   	[  1.31981606  40.10566609 181.        ]
generation done

here in gen no. 57
57 	100  	   	[  1.14560409  35.65484807 160.        ]	   	[  1.31560295  40.10566609 179.        ]
generation done

here in gen no. 58
58 	100  	   	[  1.14560409  35.65484807 160.        ]	   	[  1.30758026  39.67113571 180.        ]
generation done

here in gen no. 59
59 	100  	   	[  1.14560409  35.65484807 160.        ]	   	[  1.31627968  39.45056157 179.        ]
generation done

here in gen no. 60
60 	100  	   	[  1.14560409  35.65484807 160.        ]	   	[  1.39820043  38.91159277 180.        ]
generation done

here in gen no. 61
61 	100  	   	[  1.14560409  35.65484807 160.        ]	   	[  1.29839167  38.91159277 180.        ]
generation done

here in gen no. 62
62 	100  	   	[  1.14560409  35.45183195 160.        ]	   	[  1.29839167  38.46486898 180.        ]
generation done

here in gen no. 63
63 	100  	   	[  1.10360729  34.5860962  160.        ]	   	[  1.28972065  38.97866894 181.        ]
generation done

here in gen no. 64
64 	100  	   	[  1.10344024  33.96776085 160.        ]	   	[  1.28972065  38.42009768 182.        ]
generation done

here in gen no. 65
65 	100  	   	[  1.10344024  33.96776085 160.        ]	   	[  1.28972065  38.29449477 181.        ]
generation done

here in gen no. 66
66 	100  	   	[  1.10344024  33.96776085 160.        ]	   	[  1.29402675  38.25018998 182.        ]
generation done

here in gen no. 67
67 	100  	   	[  1.10344024  33.96776085 160.        ]	   	[  1.29402675  38.22417995 184.        ]
generation done

here in gen no. 68
68 	100  	   	[  1.08547239  33.96776085 160.        ]	   	[  1.29402675  38.22417995 185.        ]
generation done

here in gen no. 69
69 	100  	   	[  1.05844438  33.40540251 160.        ]	   	[  1.32258846  38.22417995 184.        ]
generation done

here in gen no. 70
70 	100  	   	[  1.05844438  33.40540251 160.        ]	   	[  1.5248673   37.47468263 184.        ]
generation done

here in gen no. 71
71 	100  	   	[  1.05844438  33.40540251 160.        ]	   	[  1.5248673  38.2266636 186.       ]   
generation done

here in gen no. 72
72 	100  	   	[  1.05844438  33.38376304 160.        ]	   	[  1.5248673   37.21995516 186.        ]
generation done

here in gen no. 73
73 	100  	   	[  1.05844438  33.24067935 160.        ]	   	[  1.5248673   36.86782777 186.        ]
generation done

here in gen no. 74
74 	100  	   	[  1.05844438  33.24067935 160.        ]	   	[  1.5248673   36.55618594 188.        ]
generation done

here in gen no. 75
75 	100  	   	[  1.05844438  33.03404792 160.        ]	   	[  1.25405837  35.88961876 188.        ]
generation done

here in gen no. 76
76 	100  	   	[  1.05844438  32.85496769 160.        ]	   	[  1.25405837  35.88961876 187.        ]
generation done

here in gen no. 77
77 	100  	   	[  1.05798097  32.24154628 160.        ]	   	[  1.27504839  35.66063321 188.        ]
generation done

here in gen no. 78
78 	100  	   	[  1.04765771  31.91210638 160.        ]	   	[  1.27504839  35.66063321 189.        ]
generation done

here in gen no. 79
79 	100  	   	[  1.04765771  31.91210638 160.        ]	   	[  1.27504839  35.40885016 189.        ]
generation done

here in gen no. 80
80 	100  	   	[  1.04765771  31.91210638 160.        ]	   	[  1.27504839  35.43106768 189.        ]
generation done

here in gen no. 81
81 	100  	   	[  1.02270829  31.28180647 160.        ]	   	[  1.28491919  35.43106768 190.        ]
generation done

here in gen no. 82
82 	100  	   	[  1.01618216  30.91544687 160.        ]	   	[  1.27504839  35.51423873 190.        ]
generation done

here in gen no. 83
83 	100  	   	[  1.01618216  30.91544687 160.        ]	   	[  1.27504839  35.16667495 190.        ]
generation done

here in gen no. 84
84 	100  	   	[  1.01618216  30.91544687 160.        ]	   	[  1.27504839  35.16667495 190.        ]
generation done

here in gen no. 85
85 	100  	   	[  1.01618216  30.91544687 160.        ]	   	[  1.2505394   34.95398744 190.        ]
generation done

here in gen no. 86
86 	100  	   	[  1.01618216  30.91544687 160.        ]	   	[  1.2505394   34.95398744 190.        ]
generation done

here in gen no. 87
87 	100  	   	[  1.00886431  30.22958083 160.        ]	   	[  1.2505394   34.69710976 191.        ]
generation done

here in gen no. 88
88 	100  	   	[  1.00886431  30.22958083 160.        ]	   	[  1.2505394   34.48633469 191.        ]
generation done

here in gen no. 89
89 	100  	   	[  1.00082711  30.22958083 160.        ]	   	[  1.28006656  34.48633469 191.        ]
generation done

here in gen no. 90
90 	100  	   	[  1.00082711  30.22958083 160.        ]	   	[  1.28006656  34.37455712 191.        ]
generation done

here in gen no. 91
91 	100  	   	[  1.00082711  30.22958083 160.        ]	   	[  1.2505394   34.37455712 191.        ]
generation done

here in gen no. 92
92 	100  	   	[  1.00082711  29.98256346 160.        ]	   	[  1.25717207  34.37455712 191.        ]
generation done

here in gen no. 93
93 	100  	   	[  1.00082711  29.98256346 160.        ]	   	[  1.25717207  34.37455712 191.        ]
generation done

here in gen no. 94
94 	100  	   	[  1.00082711  29.98256346 160.        ]	   	[  1.25168894  34.07811893 191.        ]
generation done

here in gen no. 95
95 	100  	   	[  0.99862962  29.98256346 160.        ]	   	[  1.22550807  34.07811893 191.        ]
generation done

here in gen no. 96
96 	100  	   	[  0.94667784  29.90864306 160.        ]	   	[  1.22550807  33.68535599 191.        ]
generation done

here in gen no. 97
97 	100  	   	[  0.94667784  29.3612226  160.        ]	   	[  1.22550807  33.68535599 192.        ]
generation done

here in gen no. 98
98 	100  	   	[  0.94667784  29.3612226  160.        ]	   	[  1.22550807  33.68535599 192.        ]
generation done

here in gen no. 99
99 	100  	   	[  0.94667784  29.3612226  160.        ]	   	[  1.22550807  33.14661311 192.        ]
generation done

here in gen no. 100
100	100  	   	[  0.94667784  29.090435   160.        ]	   	[  1.15302043  33.10769182 192.        ]
generation done

here in gen no.
generation done

here in gen no. 37
37 	100  	   	[  1.21108943 255.2214469  160.        ]	   	[  1.34973479 273.06162169 175.        ]
generation done

here in gen no. 38
38 	100  	   	[  1.21108943 255.2214469  160.        ]	   	[  1.33597836 272.23684977 175.        ]
generation done

here in gen no. 39
39 	100  	   	[  1.21108943 255.2214469  160.        ]	   	[  1.33597836 269.54946905 177.        ]
generation done

here in gen no. 40
40 	100  	   	[  1.21108943 252.16662317 160.        ]	   	[  1.33597836 269.54946905 177.        ]
generation done

here in gen no. 41
41 	100  	   	[  1.20514764 252.16662317 160.        ]	   	[  1.33597836 269.54946905 177.        ]
generation done

here in gen no. 42
42 	100  	   	[  1.17972843 249.82909768 160.        ]	   	[  1.32901931 269.54946905 179.        ]
generation done

here in gen no. 43
43 	100  	   	[  1.17972843 243.58616766 160.        ]	   	[  1.33888989 269.54946905 179.        ]
generation done

here in gen no. 44
44 	100  	   	[  1.17099798 243.58616766 160.        ]	   	[  1.34563687 263.55729946 179.        ]
generation done

here in gen no. 45
45 	100  	   	[  1.17099798 243.58616766 160.        ]	   	[  1.34563687 263.55729946 181.        ]
generation done

here in gen no. 46
46 	100  	   	[  1.16538038 243.58616766 160.        ]	   	[  1.3767414  263.23357848 183.        ]
generation done

here in gen no. 47
47 	100  	   	[  1.16538038 243.34083093 160.        ]	   	[  1.3767414  263.23357848 183.        ]
generation done

here in gen no. 48
48 	100  	   	[  1.16538038 243.34083093 160.        ]	   	[  1.3767414  263.23357848 183.        ]
generation done

here in gen no. 49
49 	100  	   	[  1.14514869 238.04166252 160.        ]	   	[  1.3767414  263.23357848 183.        ]
generation done

here in gen no. 50
50 	100  	   	[  1.14514869 238.04166252 160.        ]	   	[  1.3767414  263.23357848 182.        ]
generation done

here in gen no. 51
51 	100  	   	[  1.14514869 238.04166252 160.        ]	   	[  1.3767414  259.34544086 181.        ]
generation done

here in gen no. 52
52 	100  	   	[  1.12794404 237.47344565 160.        ]	   	[  1.28393792 259.34544086 181.        ]
generation done

here in gen no. 53
53 	100  	   	[  1.12794404 237.47344565 160.        ]	   	[  1.28393792 257.36690124 181.        ]
generation done

here in gen no. 54
54 	100  	   	[  1.12315852 234.42746278 160.        ]	   	[  1.28393792 256.43555373 181.        ]
generation done

here in gen no. 55
55 	100  	   	[  1.12108467 234.42746278 160.        ]	   	[  1.2702781  256.43555373 181.        ]
generation done

here in gen no. 56
56 	100  	   	[  1.11900588 234.42746278 160.        ]	   	[  1.21263793 254.10724049 181.        ]
generation done

here in gen no. 57
57 	100  	   	[  1.10893858 232.71341027 160.        ]	   	[  1.22109358 254.10724049 182.        ]
generation done

here in gen no. 58
58 	100  	   	[  1.09990649 232.71341027 160.        ]	   	[  1.22109358 252.91301024 182.        ]
generation done

here in gen no. 59
59 	100  	   	[  1.09990649 232.71341027 160.        ]	   	[  1.22109358 247.51621423 182.        ]
generation done

here in gen no. 60
60 	100  	   	[  1.09990649 230.98027286 160.        ]	   	[  1.260129   247.48285615 182.        ]
generation done

here in gen no. 61
61 	100  	   	[  1.09990649 218.56234602 160.        ]	   	[  1.2033412  247.48285615 179.        ]
generation done

here in gen no. 62
62 	100  	   	[  1.07855825 218.56234602 160.        ]	   	[  1.19724252 246.29026625 177.        ]
generation done

here in gen no. 63
63 	100  	   	[  1.07855825 218.56234602 160.        ]	   	[  1.19444806 246.29026625 176.        ]
generation done

here in gen no. 64
64 	100  	   	[  1.07855825 218.56234602 160.        ]	   	[  1.2013637  243.36212975 176.        ]
generation done

here in gen no. 65
65 	100  	   	[  1.07855825 218.56234602 160.        ]	   	[  1.20682101 243.07311348 176.        ]
generation done

here in gen no. 66
66 	100  	   	[  1.07855825 218.56234602 160.        ]	   	[  1.20682101 240.4841061  177.        ]
generation done

here in gen no. 67
67 	100  	   	[  1.07418226 218.56234602 160.        ]	   	[  1.20682101 240.4841061  177.        ]
generation done

here in gen no. 68
68 	100  	   	[  1.07418226 218.56234602 160.        ]	   	[  1.21360731 240.4841061  177.        ]
generation done

here in gen no. 69
69 	100  	   	[  1.07418226 218.56234602 160.        ]	   	[  1.21360731 240.4841061  178.        ]
generation done

here in gen no. 70
70 	100  	   	[  1.07418226 218.56234602 160.        ]	   	[  1.21360731 239.17376578 177.        ]
generation done

here in gen no. 71
71 	100  	   	[  1.07418226 218.56234602 160.        ]	   	[  1.21360731 237.24179369 178.        ]
generation done

here in gen no. 72
72 	100  	   	[  1.06121264 218.56234602 160.        ]	   	[  1.21360731 235.53534013 180.        ]
generation done

here in gen no. 73
73 	100  	   	[  1.06121264 217.90626928 160.        ]	   	[  1.21360731 237.56480795 181.        ]
generation done

here in gen no. 74
74 	100  	   	[  1.06121264 217.90626928 160.        ]	   	[  1.21360731 235.11477394 181.        ]
generation done

here in gen no. 75
75 	100  	   	[  1.05965943 217.33203593 160.        ]	   	[  1.18821852 231.31959265 183.        ]
generation done

here in gen no. 76
76 	100  	   	[  1.04879898 216.9318728  160.        ]	   	[  1.18821852 231.31959265 185.        ]
generation done

here in gen no. 77
77 	100  	   	[  1.04404658 216.9318728  160.        ]	   	[  1.18821852 231.22973005 185.        ]
generation done

here in gen no. 78
78 	100  	   	[  1.03720553 206.63578913 160.        ]	   	[  1.20126944 233.33701242 185.        ]
generation done

here in gen no. 79
79 	100  	   	[  1.03720553 206.63578913 160.        ]	   	[  1.17022052 231.16434819 185.        ]
generation done

here in gen no. 80
80 	100  	   	[  1.01423416 206.16524258 160.        ]	   	[  1.17022052 230.08911994 185.        ]
generation done

here in gen no. 81
81 	100  	   	[  1.01032092 206.16524258 160.        ]	   	[  1.12735841 226.23893332 185.        ]
generation done

here in gen no. 82
82 	100  	   	[  1.01032092 206.16524258 160.        ]	   	[  1.13865614 226.23893332 186.        ]
generation done

here in gen no. 83
83 	100  	   	[  0.99798211 201.45254972 160.        ]	   	[  1.13865614 226.23893332 185.        ]
generation done

here in gen no. 84
84 	100  	   	[  0.99798211 201.45254972 160.        ]	   	[  1.13865614 223.58650942 184.        ]
generation done

here in gen no. 85
85 	100  	   	[  0.99798211 201.45254972 160.        ]	   	[  1.13865614 221.58474897 184.        ]
generation done

here in gen no. 86
86 	100  	   	[  0.97302885 201.45254972 160.        ]	   	[  1.13865614 219.35703636 185.        ]
generation done

here in gen no. 87
87 	100  	   	[  0.97302885 201.2928794  160.        ]	   	[  1.0926024  218.91265416 185.        ]
generation done

here in gen no. 88
88 	100  	   	[  0.97302885 199.86011069 160.        ]	   	[  1.08130097 218.17479655 185.        ]
generation done

here in gen no. 89
89 	100  	   	[  0.97302885 198.19278065 160.        ]	   	[  1.08130097 218.17479655 187.        ]
generation done

here in gen no. 90
90 	100  	   	[  0.9711765  197.01813277 160.        ]	   	[  1.08130097 218.17479655 187.        ]
generation done

here in gen no. 91
91 	100  	   	[  0.9711765  197.01813277 160.        ]	   	[  1.0586893  214.63761269 187.        ]
generation done

here in gen no. 92
92 	100  	   	[  0.95894318 197.01813277 160.        ]	   	[  1.03194501 214.63761269 189.        ]
generation done

here in gen no. 93
93 	100  	   	[  0.95894318 197.01813277 160.        ]	   	[  1.02297763 207.88781482 189.        ]
generation done

here in gen no. 94
94 	100  	   	[  0.95894318 197.01813277 160.        ]	   	[  1.02297763 207.88781482 189.        ]
generation done

here in gen no. 95
95 	100  	   	[  0.95894318 195.8639481  160.        ]	   	[  1.02297763 206.32936705 188.        ]
generation done

here in gen no. 96
96 	100  	   	[  0.95894318 195.8639481  160.        ]	   	[  1.02885246 206.40569974 187.        ]
generation done

here in gen no. 101
101	100  	   	[  0.94426582  29.090435   160.        ]	   	[  1.17033204  33.10769182 192.        ]
generation done

here in gen no. 102
102	100  	   	[  0.94426582  29.090435   160.        ]	   	[  1.17033204  33.02726086 193.        ]
generation done

here in gen no. 103
103	100  	   	[  0.92757372  28.45744256 160.        ]	   	[  1.17033204  32.69155239 193.        ]
generation done

here in gen no. 104
104	100  	   	[  0.92757372  28.45744256 160.        ]	   	[  1.20138351  32.69155239 193.        ]
generation done

here in gen no. 105
105	100  	   	[  0.92757372  28.45744256 160.        ]	   	[  1.20138351  32.34639382 193.        ]
generation done

here in gen no. 106
106	100  	   	[  0.92757372  28.40266458 160.        ]	   	[  1.20138351  32.34639382 191.        ]
generation done

here in gen no. 107
107	100  	   	[  0.92757372  28.40266458 160.        ]	   	[  1.20138351  32.44231454 191.        ]
generation done

here in gen no. 108
108	100  	   	[  0.92757372  28.40266458 160.        ]	   	[  1.20138351  32.1847771  191.        ]
generation done

here in gen no. 109
109	100  	   	[  0.92457675  28.05004589 160.        ]	   	[  1.20138351  32.03020941 191.        ]
generation done

here in gen no. 110
110	100  	   	[  0.92457675  28.05004589 160.        ]	   	[  1.17033204  32.06483957 191.        ]
generation done

here in gen no. 111
111	100  	   	[  0.92457675  28.05004589 160.        ]	   	[  1.10855446  31.53144156 191.        ]
generation done

here in gen no. 112
112	100  	   	[  0.92457675  28.05004589 160.        ]	   	[  1.07886255  31.39990478 191.        ]
generation done

here in gen no. 113
113	100  	   	[  0.92457675  27.77143138 160.        ]	   	[  1.07886255  31.18637738 191.        ]
generation done

here in gen no. 114
114	100  	   	[  0.91797493  27.27259059 160.        ]	   	[  1.07886255  31.18637738 190.        ]
generation done

here in gen no. 115
115	100  	   	[  0.91485229  27.23132437 160.        ]	   	[  1.07886255  31.18637738 190.        ]
generation done

here in gen no. 116
116	100  	   	[  0.91485229  27.21023452 160.        ]	   	[  1.07886255  31.07890977 190.        ]
generation done

here in gen no. 117
117	100  	   	[  0.90964882  27.21023452 160.        ]	   	[  1.06764182  30.97197693 190.        ]
generation done

here in gen no. 118
118	100  	   	[  0.90964882  27.21023452 160.        ]	   	[  1.06764182  30.97197693 191.        ]
generation done

here in gen no. 119
119	100  	   	[  0.90964882  27.21023452 160.        ]	   	[  1.08490921  30.97197693 190.        ]
generation done

here in gen no. 120
120	100  	   	[  0.90964882  27.08169375 160.        ]	   	[  1.05315275  30.80023548 190.        ]
generation done

here in gen no. 121
121	100  	   	[  0.90828037  27.08169375 160.        ]	   	[  1.05315275  30.60669675 190.        ]
generation done

here in gen no. 122
122	100  	   	[  0.90828037  27.08169375 160.        ]	   	[  1.06879986  30.60669675 190.        ]
generation done

here in gen no. 123
123	100  	   	[  0.90710143  27.08169375 160.        ]	   	[  1.07826288  30.60669675 191.        ]
generation done

here in gen no. 124
124	100  	   	[  0.89972922  26.41820284 160.        ]	   	[  1.07826288  30.51418976 191.        ]
generation done

here in gen no. 125
125	100  	   	[  0.89931272  26.41820284 160.        ]	   	[  1.07826288  30.51418976 191.        ]
generation done

here in gen no. 126
126	100  	   	[  0.89931272  26.41820284 160.        ]	   	[  1.07826288  30.51418976 191.        ]
generation done

here in gen no. 127
127	100  	   	[  0.89931272  26.41820284 160.        ]	   	[  1.02887101  30.48167785 192.        ]
generation done

here in gen no. 128
128	100  	   	[  0.89469555  26.41820284 160.        ]	   	[  1.02887101  30.48167785 190.        ]
generation done

here in gen no. 129
129	100  	   	[  0.89469555  26.41820284 160.        ]	   	[  1.02887101  30.27035333 190.        ]
generation done

here in gen no. 130
130	100  	   	[  0.89469555  25.99046558 160.        ]	   	[  1.02887101  30.27035333 192.        ]
generation done

here in gen no. 131
131	100  	   	[  0.89469555  25.99046558 160.        ]	   	[  1.03044322  30.27035333 192.        ]
generation done

here in gen no. 132
132	100  	   	[  0.89469555  25.99046558 160.        ]	   	[  1.03044322  30.27035333 192.        ]
generation done

here in gen no. 133
133	100  	   	[  0.89469555  25.99046558 160.        ]	   	[  1.03166124  30.27035333 192.        ]
generation done

here in gen no. 134
134	100  	   	[  0.89135586  25.98922433 160.        ]	   	[  1.03166124  29.78642247 192.        ]
generation done

here in gen no. 135
135	100  	   	[  0.89135586  25.98922433 160.        ]	   	[  1.03166124  29.75607707 192.        ]
generation done

here in gen no. 136
136	100  	   	[  0.88736377  25.98922433 160.        ]	   	[  1.03166124  29.75607707 192.        ]
generation done

here in gen no. 137
137	100  	   	[  0.88736377  25.98922433 160.        ]	   	[  1.03166124  29.75607707 192.        ]
generation done

here in gen no. 138
138	100  	   	[  0.88588827  25.98922433 160.        ]	   	[  1.00234146  29.80935784 192.        ]
generation done

here in gen no. 139
139	100  	   	[  0.88588827  25.98922433 160.        ]	   	[  1.00234146  29.80935784 192.        ]
generation done

here in gen no. 140
140	100  	   	[  0.86731037  25.98922433 160.        ]	   	[  1.00234146  29.80935784 192.        ]
generation done

here in gen no. 141
141	100  	   	[  0.86731037  25.98922433 160.        ]	   	[  1.00234146  29.80935784 192.        ]
generation done

here in gen no. 142
142	100  	   	[  0.86731037  25.98922433 160.        ]	   	[  1.00234146  30.00978018 192.        ]
generation done

here in gen no. 143
143	100  	   	[  0.86731037  25.98922433 160.        ]	   	[  0.99585901  29.7483435  192.        ]
generation done

here in gen no. 144
144	100  	   	[  0.86731037  25.98922433 160.        ]	   	[  1.00486838  29.62602949 192.        ]
generation done

here in gen no. 145
145	100  	   	[  0.86731037  25.98922433 160.        ]	   	[  0.98730509  29.42892644 192.        ]
generation done

here in gen no. 146
146	100  	   	[  0.86731037  25.98922433 160.        ]	   	[  0.96948374  29.42892644 192.        ]
generation done

here in gen no. 147
147	100  	   	[  0.85481044  25.65508084 160.        ]	   	[  0.97053828  29.26129751 194.        ]
generation done

here in gen no. 148
148	100  	   	[  0.85481044  25.21856248 160.        ]	   	[  0.96948374  29.26129751 192.        ]
generation done

here in gen no. 149
149	100  	   	[  0.85481044  25.21856248 160.        ]	   	[  0.99954139  28.62225212 190.        ]
generation done

here in gen no. 150
150	100  	   	[  0.85481044  25.21856248 160.        ]	   	[  0.99954139  28.62225212 191.        ]
generation done

here in gen no. 151
151	100  	   	[  0.84068516  25.21856248 160.        ]	   	[  0.99954139  28.62225212 191.        ]
generation done

here in gen no. 152
152	100  	   	[  0.84068516  24.94200233 160.        ]	   	[  0.99954139  28.53979376 193.        ]
generation done

here in gen no. 153
153	100  	   	[  0.84068516  24.94200233 160.        ]	   	[  0.96948374  28.48268088 193.        ]
generation done

here in gen no. 154
154	100  	   	[  0.83570599  24.88769184 160.        ]	   	[  0.95958425  28.48268088 193.        ]
generation done

here in gen no. 155
155	100  	   	[  0.83570599  24.88769184 160.        ]	   	[  0.95958425  28.48268088 193.        ]
generation done

here in gen no. 156
156	100  	   	[  0.83570599  24.55139146 160.        ]	   	[  0.95958425  28.48268088 193.        ]
generation done

here in gen no. 157
157	100  	   	[  0.83570599  24.55139146 160.        ]	   	[  0.95958425  27.79415282 194.        ]
generation done

here in gen no. 158
158	100  	   	[  0.83570599  24.55139146 160.        ]	   	[  0.94169771  27.79415282 194.        ]
generation done

here in gen no. 159
159	100  	   	[  0.83570599  24.55139146 160.        ]	   	[  0.94169771  27.48543799 194.        ]
generation done

here in gen no. 160
160	100  	   	[  0.83570599  24.55139146 160.        ]	   	[  0.94169771  27.77397542 194.        ]
generation done

here in gen no. 161
161	100  	   	[  0.83315354  24.49083405 160.        ]	   	[  0.94169771  27.77397542 194.        ]
generation done

here in gen no. 162
162	100  	   	[  0.83315354  24.49083405 160.        ]	   	[  0.94169771  27.90904306 195.        ]
generation done

here in gen no. 163
163	100  	   	[  0.83315354  24.47554916 160.        ]	   	[  0.94169771  27.90904306 195.        ]
generation done

here in gen no. 164
164	100  	   	[  0.83315354  24.47554916 160.        ]	   	[  1.04216258  27.90904306 197.        ]
generation done

here in gen no. 165
165	100  	   	[  0.83315354  24.47554916 160.        ]	   	[  1.04216258  27.90904306 197.        ]
generation done

here in gen no. 166
166	100  	   	[  0.83305034  24.47554916 160.        ]	   	[  1.04216258  27.90904306 197.        ]
generation done

here in gen no. 167
167	100  	   	[  0.81224951  24.04263433 160.        ]	   	[  1.04216258  27.47928327 197.        ]
generation done

here in gen no. 168
168	100  	   	[  0.81224951  24.04263433 160.        ]	   	[  1.04216258  27.47928327 194.        ]
generation done

here in gen no. 169
169	100  	   	[  0.81224951  24.04263433 160.        ]	   	[  1.04216258  27.47928327 194.        ]
generation done

here in gen no. 170
170	100  	   	[  0.81224951  24.04263433 160.        ]	   	[  1.04216258  26.96986113 194.        ]
generation done

here in gen no. 171
171	100  	   	[  0.81224951  23.92921241 160.        ]	   	[  0.92999016  26.96986113 194.        ]
generation done

here in gen no. 172
172	100  	   	[  0.81224951  23.92921241 160.        ]	   	[  0.92999016  26.96986113 194.        ]
generation done

here in gen no. 173
173	100  	   	[  0.81224951  23.92921241 160.        ]	   	[  0.92999016  26.48847951 196.        ]
generation done

here in gen no. 174
174	100  	   	[  0.81224951  23.92921241 160.        ]	   	[  0.92999016  26.62972642 196.        ]
generation done

here in gen no. 175
175	100  	   	[  0.81224951  23.92921241 160.        ]	   	[  0.92999016  26.53256343 196.        ]
generation done

here in gen no. 176
176	100  	   	[  0.81224951  23.79084089 160.        ]	   	[  0.92999016  26.20224336 196.        ]
generation done

here in gen no. 177
177	100  	   	[  0.81224951  23.7247885  160.        ]	   	[  0.93282196  26.20224336 196.        ]
generation done

here in gen no. 178
178	100  	   	[  0.81224951  23.7247885  160.        ]	   	[  0.93282196  26.20224336 196.        ]
generation done

here in gen no. 179
179	100  	   	[  0.81224951  23.7247885  160.        ]	   	[  0.94044895  26.20224336 196.        ]
generation done

here in gen no. 180
180	100  	   	[  0.81224951  23.7247885  160.        ]	   	[  0.94044895  26.100841   189.        ]
generation done

here in gen no. 181
181	100  	   	[  0.81224951  23.7247885  160.        ]	   	[  0.94044895  26.100841   189.        ]
generation done

here in gen no. 182
182	100  	   	[  0.81224951  23.68053714 160.        ]	   	[  0.94044895  25.63887753 190.        ]
generation done

here in gen no. 183
183	100  	   	[  0.80247968  23.68053714 160.        ]	   	[  0.94044895  25.63887753 190.        ]
generation done

here in gen no. 184
184	100  	   	[  0.80247968  23.68053714 160.        ]	   	[  0.94044895  25.63887753 190.        ]
generation done

here in gen no. 185
185	100  	   	[  0.79818901  23.49084296 160.        ]	   	[  0.93566437  25.63887753 188.        ]
generation done

here in gen no. 186
186	100  	   	[  0.79818901  23.49084296 160.        ]	   	[  0.93566437  25.62107818 188.        ]
generation done

here in gen no. 187
187	100  	   	[  0.79818901  23.49084296 160.        ]	   	[  0.93566437  25.62107818 188.        ]
generation done

here in gen no. 188
188	100  	   	[  0.7950003   23.32510364 160.        ]	   	[  0.93566437  25.62107818 188.        ]
generation done

here in gen no. 189
189	100  	   	[  0.78883273  23.15478469 160.        ]	   	[  0.93566437  25.05790521 188.        ]
generation done

here in gen no. 190
190	100  	   	[  0.78883273  23.03260651 160.        ]	   	[  0.93566437  25.05790521 189.        ]
generation done

here in gen no. 191
191	100  	   	[  0.78883273  23.03260651 160.        ]	   	[  0.88295676  27.10678467 189.        ]
generation done

here in gen no. 192
192	100  	   	[  0.78883273  22.9892566  160.        ]	   	[  0.87923009  24.76908961 189.        ]
generation done

here in gen no. 193
193	100  	   	[  0.78883273  22.95124645 160.        ]	   	[  0.87923009  24.76908961 190.        ]
generation done

here in gen no. 194
194	100  	   	[  0.78883273  22.95124645 160.        ]	   	[  0.87923009  24.62019354 190.        ]
generation done

here in gen no. 195
195	100  	   	[  0.78883273  22.69756909 160.        ]	   	[  0.87923009  24.56401621 190.        ]
generation done

here in gen no. 196
196	100  	   	[  0.78196534  22.69756909 160.        ]	   	[  0.8715999   25.11571638 191.        ]
generation done

here in gen no. 197
197	100  	   	[  0.78196534  22.69756909 160.        ]	   	[  0.8715999   24.76651326 191.        ]
generation done

here in gen no. 198
198	100  	   	[  0.78001134  22.69756909 160.        ]	   	[  0.8715999   24.62176411 191.        ]
generation done

here in gen no. 199
last gen after newpool 0.2353839874267578
199	100  	   	[  0.78001134  22.69756909 160.        ]	   	[  0.84875849  24.62176411 191.        ]
generation done
Overall time 582.7879776954651
 ------------------------------------src done------------------------------------------- 
[<deap.creator.Individual object at 0x7fa99ccc5a58>, <deap.creator.Individual object at 0x7fa99ca8ebe0>, <deap.creator.Individual object at 0x7fa987d37da0>, <deap.creator.Individual object at 0x7fa9879c9860>, <deap.creator.Individual object at 0x7fa99c82a588>, <deap.creator.Individual object at 0x7fa99c4f0128>, <deap.creator.Individual object at 0x7fa99c5cabe0>, <deap.creator.Individual object at 0x7fa99c67ac18>, <deap.creator.Individual object at 0x7fa99c474278>, <deap.creator.Individual object at 0x7fa99c79a828>, <deap.creator.Individual object at 0x7fa99c6a4d30>, <deap.creator.Individual object at 0x7fa987c21c18>, <deap.creator.Individual object at 0x7fa987941b70>]
Pareto Front: 
(0.7910449591803755, 22.69756909001181, 185.0)
(0.7800113411619864, 22.797549641045535, 185.0)
(0.8030570239698205, 23.861405682564783, 162.0)
(0.7892635876153163, 22.975581001586512, 179.0)
(0.7998441268642023, 23.67330516104966, 172.0)
(0.7953241595127706, 22.80023719855886, 180.0)
(0.7809360628262743, 23.070596834424073, 177.0)
(0.7935399570296592, 23.437316468121892, 173.0)
(0.8039804736502137, 23.513581146445397, 160.0)
(0.8137558051570515, 23.50689359402833, 166.0)
(0.8026600264464663, 23.601813006128104, 171.0)
(0.7922512195762604, 23.048342390817567, 176.0)
(0.7994710911616626, 23.71335804695963, 172.0)
Pareto Front: 
(0.8039804736502137, 23.513581146445397, 160.0)
(0.7935399570296592, 23.437316468121892, 173.0)
(0.7800113411619864, 22.797549641045535, 185.0)
(0.7809360628262743, 23.070596834424073, 177.0)
(0.7910449591803755, 22.69756909001181, 185.0)
(0.7998441268642023, 23.67330516104966, 172.0)
(0.7922512195762604, 23.048342390817567, 176.0)
(0.8030570239698205, 23.861405682564783, 162.0)
(0.8026600264464663, 23.601813006128104, 171.0)
(0.7892635876153163, 22.975581001586512, 179.0)
(0.8137558051570515, 23.50689359402833, 166.0)
(0.7994710911616626, 23.71335804695963, 172.0)
(0.7953241595127706, 22.80023719855886, 180.0)

test: test on one with min validation error 0.2727272727272727

 test: avg on sampled pareto set 0.2727272727272727
0
2018-04-16 22:13:48.904726: W tensorflow/core/platform/cpu_feature_guard.cc:45] The TensorFlow library wasn't compiled to use SSE4.1 instructions, but these are available on your machine and could speed up CPU computations.
2018-04-16 22:13:48.904771: W tensorflow/core/platform/cpu_feature_guard.cc:45] The TensorFlow library wasn't compiled to use SSE4.2 instructions, but these are available on your machine and could speed up CPU computations.
2018-04-16 22:13:48.904784: W tensorflow/core/platform/cpu_feature_guard.cc:45] The TensorFlow library wasn't compiled to use AVX instructions, but these are available on your machine and could speed up CPU computations.
[[0.39650172 0.38445205 0.40034681 0.36197932 0.35428894 0.33694149
  0.29570552 0.27781813 0.55058428 0.27828561 0.32576182 0.28272613
  0.28575879 0.2921238  0.3017004  0.4187367  0.37480631 0.23610242
  0.24793891 0.26541247 0.40274956 0.45561994 0.33872192 0.43281298
  0.45215642 0.42109012 0.31339371 0.26216693 0.27023901 0.36473853
  0.33993003 0.36010188 0.        ]
 [0.55598907 0.26021088 0.20670497 0.46747613 0.27929191 0.1788004
  0.21516142 0.45347049 0.42166303 0.1779069  0.17464274 0.28987003
  0.2605385  0.27352301 0.45502627 0.57120646 0.39290892 0.27104378
  0.28598231 0.40669798 0.31221305 0.31833593 0.4121974  0.39527924
  0.34655817 0.21585364 0.30359331 0.5992325  0.35357221 0.28721208
  0.25086479 0.33409136 0.        ]
 [0.45206109 0.44436269 0.31258711 0.37395564 0.35047642 0.22556598
  0.2456123  0.35579267 0.4477927  0.2534324  0.27404207 0.30557358
  0.32255916 0.31591578 0.36215427 0.48143036 0.38119135 0.25737886
  0.24387517 0.20805389 0.42268755 0.36850189 0.39941869 0.46010055
  0.460571   0.30963877 0.28916561 0.34653197 0.32255916 0.23992721
  0.30790985 0.48153649 0.        ]]
[[0.39650172 0.38445205 0.40034681 0.36197932 0.35428894 0.33694149
  0.29570552 0.27781813 0.55058428 0.27828561 0.32576182 0.28272613
  0.28575879 0.2921238  0.3017004  0.4187367  0.37480631 0.23610242
  0.24793891 0.26541247 0.40274956 0.45561994 0.33872192 0.43281298
  0.45215642 0.42109012 0.31339371 0.26216693 0.27023901 0.36473853
  0.33993003 0.36010188 0.        ]
 [0.55598907 0.26021088 0.20670497 0.46747613 0.27929191 0.1788004
  0.21516142 0.45347049 0.42166303 0.1779069  0.17464274 0.28987003
  0.2605385  0.27352301 0.45502627 0.57120646 0.39290892 0.27104378
  0.28598231 0.40669798 0.31221305 0.31833593 0.4121974  0.39527924
  0.34655817 0.21585364 0.30359331 0.5992325  0.35357221 0.28721208
  0.25086479 0.33409136 0.        ]
 [0.45206109 0.44436269 0.31258711 0.37395564 0.35047642 0.22556598
  0.2456123  0.35579267 0.4477927  0.2534324  0.27404207 0.30557358
  0.32255916 0.31591578 0.36215427 0.48143036 0.38119135 0.25737886
  0.24387517 0.20805389 0.42268755 0.36850189 0.39941869 0.46010055
  0.460571   0.30963877 0.28916561 0.34653197 0.32255916 0.23992721
  0.30790985 0.48153649 0.        ]]
here network object created
After population initialisation 0.055203914642333984
<class 'list'>
After feedforward 1.722278356552124
gen	evals	std	min                                     	avg	max                                     
0  	100  	   	[  1.56334224  49.20048054 160.        ]	   	[  2.0992273   67.81775048 160.        ]

here in gen no. 1
1st gen after newpool 0.1598210334777832
1  	100  	   	[  1.51505854  48.48264075 160.        ]	   	[  1.77961273  53.25082951 162.        ]
generation done

here in gen no. 2
2  	100  	   	[  1.51505854  48.27727301 160.        ]	   	[  1.65558326  51.56615298 164.        ]
generation done

here in gen no. 3
3  	100  	   	[  1.51505854  48.27727301 160.        ]	   	[  1.61075964  50.67932951 164.        ]
generation done

here in gen no. 4
4  	100  	   	[  1.51505854  47.96018511 160.        ]	   	[  1.60078737  49.70518223 164.        ]
generation done

here in gen no. 5
5  	100  	   	[  1.48565757  46.82106424 160.        ]	   	[  1.56301681  49.29215685 165.        ]
generation done

here in gen no. 6
6  	100  	   	[  1.48565757  46.82106424 160.        ]	   	[  1.55738648  49.29215685 166.        ]
generation done

here in gen no. 7
7  	100  	   	[  1.47976064  46.82106424 160.        ]	   	[  1.56399799  48.63214065 166.        ]
generation done

here in gen no. 8
8  	100  	   	[  1.47860215  46.82106424 160.        ]	   	[  1.54416027  48.63214065 168.        ]
generation done

here in gen no. 9
9  	100  	   	[  1.46158305  45.94182183 160.        ]	   	[  1.54416027  48.2225461  168.        ]
generation done

here in gen no. 10
10 	100  	   	[  1.46158305  45.94182183 160.        ]	   	[  1.54416027  47.9857338  168.        ]
generation done

here in gen no. 11
11 	100  	   	[  1.45816612  45.94182183 160.        ]	   	[  1.54416027  47.75084484 168.        ]
generation done

here in gen no. 12
12 	100  	   	[  1.45816612  45.72102588 160.        ]	   	[  1.50937512  47.56518135 169.        ]
generation done

here in gen no. 13
13 	100  	   	[  1.45816612  45.72102588 160.        ]	   	[  1.53855566  47.56518135 170.        ]
generation done

here in gen no. 14
14 	100  	   	[  1.44311236  44.93583615 160.        ]	   	[  1.53855566  47.24551479 170.        ]
generation done

here in gen no. 15
15 	100  	   	[  1.44299412  44.93583615 160.        ]	   	[  1.54106971  47.24551479 169.        ]
generation done

here in gen no. 16
16 	100  	   	[  1.41657606  44.84912259 160.        ]	   	[  1.54106971  47.11067216 170.        ]
generation done

here in gen no. 17
17 	100  	   	[  1.41657606  44.84912259 160.        ]	   	[  1.54244744  46.88649462 168.        ]
generation done

here in gen no. 18
18 	100  	   	[  1.40067372  44.55196866 160.        ]	   	[  1.506801    46.76181426 169.        ]
generation done

here in gen no. 19
19 	100  	   	[  1.38350387  43.78733349 160.        ]	   	[  1.49402421  46.5984844  171.        ]
generation done

here in gen no. 20
gen: 20 doing clustering
doing bp
validation 0.5333333333333333
78.31566
validation 0.5166666666666666
78.52728
validation 0.5166666666666666
78.73567
validation 0.5166666666666666
78.94095
time  6.700284957885742
now ending
validation 0.5833333333333334
81.98221
validation 0.5833333333333334
82.12634
validation 0.5833333333333334
82.268906
validation 0.5666666666666667
82.40996
time  11.031479835510254
now ending
20 	100  	   	[  1.38350387  43.78733349 160.        ]	   	[  1.46840008  45.78314507 172.        ]
generation done

here in gen no. 21
21 	100  	   	[  1.38350387  43.50888351 160.        ]	   	[  1.58168425  45.69009118 174.        ]
generation done

here in gen no. 22
22 	100  	   	[  1.36339298  42.60807598 160.        ]	   	[  1.58168425  45.38576633 174.        ]
generation done

here in gen no. 23
23 	100  	   	[  1.36339298  42.60807598 160.        ]	   	[  1.54584278  45.16169686 174.        ]
generation done

here in gen no. 24
24 	100  	   	[  1.36339298  42.60807598 160.        ]	   	[  1.54584278  45.0637603  176.        ]
generation done

here in gen no. 25
25 	100  	   	[  1.33538664  42.37422215 160.        ]	   	[  1.54584278  44.79193982 177.        ]
generation done

here in gen no. 26
26 	100  	   	[  1.33455939  41.78252369 160.        ]	   	[  1.4492641   44.24539852 177.        ]
generation done

here in gen no. 27
27 	100  	   	[  1.33455939  41.50597842 160.        ]	   	[  1.41828014  44.44724794 177.        ]
generation done

here in gen no. 28
28 	100  	   	[  1.30941979  41.50597842 160.        ]	   	[  1.45160814  44.01768101 177.        ]
generation done

here in gen no. 29
29 	100  	   	[  1.28821822  41.14724751 160.        ]	   	[  1.45160814  43.9563475  177.        ]
generation done

here in gen no. 30
30 	100  	   	[  1.28821822  41.14724751 160.        ]	   	[  1.39701131  43.88343362 177.        ]
generation done

here in gen no. 31
31 	100  	   	[  1.28821822  40.55234255 160.        ]	   	[  1.37944452  43.5565274  179.        ]
generation done

here in gen no. 32
32 	100  	   	[  1.28662459  40.31518661 160.        ]	   	[  1.37111946  42.90674534 179.        ]
generation done

here in gen no. 33
33 	100  	   	[  1.2680768   38.84691371 160.        ]	   	[  1.41641693  42.72986349 179.        ]
generation done

here in gen no. 34
34 	100  	   	[  1.25938763  38.84691371 160.        ]	   	[  1.41641693  42.62979914 179.        ]
generation done

here in gen no. 35
35 	100  	   	[  1.24119527  38.17070967 160.        ]	   	[  1.41641693  42.62979914 178.        ]
generation done

here in gen no. 36
36 	100  	   	[  1.24119527  37.77909305 160.        ]	   	[  1.41641693  41.79803897 179.        ]
generation done

here in gen no. 37
37 	100  	   	[  1.23400948  37.76511557 160.        ]	   	[  1.41641693  41.57250807 180.        ]
generation done

here in gen no. 38
38 	100  	   	[  1.23400948  37.76511557 160.        ]	   	[  1.42218967  41.57250807 180.        ]
generation done

here in gen no. 39
39 	100  	   	[  1.21361406  37.73687405 160.        ]	   	[  1.41641693  41.57250807 181.        ]
generation done

here in gen no. 40
40 	100  	   	[  1.19636051  37.73687405 160.        ]	   	[  1.44733129  41.57250807 181.        ]
generation done

here in gen no. 41
41 	100  	   	[  1.19636051  37.43916605 160.        ]	   	[  1.41641693  41.57250807 181.        ]
generation done

here in gen no. 42
42 	100  	   	[  1.1914095   37.31355374 160.        ]	   	[  1.41641693  39.99251163 181.        ]
generation done

here in gen no. 43
43 	100  	   	[  1.18769325  37.24306869 160.        ]	   	[  1.36625681  39.99251163 181.        ]
generation done

here in gen no. 44
44 	100  	   	[  1.15941449  36.57272756 160.        ]	   	[  1.36625681  39.89375572 178.        ]
generation done

here in gen no. 45
45 	100  	   	[  1.15941449  36.57272756 160.        ]	   	[  1.31507095  40.30965052 178.        ]
generation done

here in gen no. 46
46 	100  	   	[  1.15941449  36.57272756 160.        ]	   	[  1.31383978  39.63130162 180.        ]
generation done

here in gen no. 47
47 	100  	   	[  1.15941449  36.40058022 160.        ]	   	[  1.28314876  39.44508734 180.        ]
generation done

here in gen no. 48
48 	100  	   	[  1.15264542  35.88071632 160.        ]	   	[  1.28314876  39.36847287 180.        ]
generation done

here in gen no. 49
49 	100  	   	[  1.15264542  35.88071632 160.        ]	   	[  1.28314876  39.36847287 180.        ]
generation done

here in gen no. 50
50 	100  	   	[  1.14674244  35.88071632 160.        ]	   	[  1.32699309  38.68775577 180.        ]
generation done

here in gen no. 51
51 	100  	   	[  1.14281396  35.85156666 160.        ]	   	[  1.32699309  38.68775577 179.        ]
generation done

here in gen no. 52
52 	100  	   	[  1.09946143  34.65702143 160.        ]	   	[  1.32699309  38.51756006 179.        ]
generation done

here in gen no. 53
53 	100  	   	[  1.09752328  34.65702143 160.        ]	   	[  1.32699309  38.51756006 178.        ]
generation done

here in gen no. 54
54 	100  	   	[  1.09702719  34.65702143 160.        ]	   	[  1.32699309  38.68286001 178.        ]
generation done

here in gen no. 55
55 	100  	   	[  1.09702719  34.30786481 160.        ]	   	[  1.32699309  39.4499816  177.        ]
generation done

here in gen no. 56
56 	100  	   	[  1.09702719  34.30786481 160.        ]	   	[  1.2574389  38.518057  176.       ]   
generation done

here in gen no. 57
57 	100  	   	[  1.09702719  34.1929693  160.        ]	   	[  1.30883897  39.07799856 176.        ]
generation done

here in gen no. 58
58 	100  	   	[  1.09702719  34.1929693  160.        ]	   	[  1.30883897  38.43437353 176.        ]
generation done

here in gen no. 59
59 	100  	   	[  1.09702719  34.1929693  160.        ]	   	[  1.30883897  38.0174731  176.        ]
generation done

here in gen no. 60
60 	100  	   	[  1.09702719  34.1929693  160.        ]	   	[  1.24773863  38.00461166 176.        ]
generation done

here in gen no. 61
61 	100  	   	[  1.08479564  34.1929693  160.        ]	   	[  1.27369237  38.01518718 178.        ]
generation done

here in gen no. 62
62 	100  	   	[  1.08479564  33.78270371 160.        ]	   	[  1.27369237  38.01518718 178.        ]
generation done

here in gen no. 63
63 	100  	   	[  1.08076806  33.24119753 160.        ]	   	[  1.27369237  38.30159073 178.        ]
generation done

here in gen no. 64
64 	100  	   	[  1.07309005  33.24119753 160.        ]	   	[  1.27369237  37.44576789 178.        ]
generation done

here in gen no. 65
65 	100  	   	[  1.0587869   33.24119753 160.        ]	   	[  1.27369237  37.42842108 179.        ]
generation done

here in gen no. 66
66 	100  	   	[  1.0587869   33.13597455 160.        ]	   	[  1.24393749  37.11225606 179.        ]
generation done

here in gen no. 67
67 	100  	   	[  1.0587869   33.13597455 160.        ]	   	[  1.24393749  36.76540123 179.        ]
generation done

here in gen no. 68
68 	100  	   	[  1.0587869   33.13597455 160.        ]	   	[  1.24393749  36.26899808 180.        ]
generation done

here in gen no. 69
69 	100  	   	[  1.0587869   33.13597455 160.        ]	   	[  1.31222241  36.26899808 180.        ]
generation done

here in gen no. 70
70 	100  	   	[  1.0587869   33.13597455 160.        ]	   	[  1.41459049  36.26899808 181.        ]
generation done

here in gen no. 71
71 	100  	   	[  1.05814502  33.10983587 160.        ]	   	[  1.18641631  36.26899808 182.        ]
generation done

here in gen no. 72
72 	100  	   	[  1.05814502  32.73371953 160.        ]	   	[  1.18641631  35.41431862 182.        ]
generation done

here in gen no. 73
73 	100  	   	[  1.04775419  32.54184941 160.        ]	   	[  1.18641631  34.73373138 182.        ]
generation done

here in gen no. 74
74 	100  	   	[  1.04775419  32.47538544 160.        ]	   	[  1.18268642  35.49221488 182.        ]
generation done

here in gen no. 75
75 	100  	   	[  1.04775419  32.47538544 160.        ]	   	[  1.18268642  35.39137423 182.        ]
generation done

here in gen no. 76
76 	100  	   	[  1.04238075  31.86971116 160.        ]	   	[  1.18268642  35.4185083  183.        ]
generation done

here in gen no. 77
77 	100  	   	[  1.03631415  31.86971116 160.        ]	   	[  1.13570339  34.92948352 183.        ]
generation done

here in gen no. 78
78 	100  	   	[  1.00928052  31.43448064 160.        ]	   	[  1.13570339  34.7646165  184.        ]
generation done

here in gen no. 79
79 	100  	   	[  1.00928052  31.43448064 160.        ]	   	[  1.13620849  34.63835781 184.        ]
generation done

here in gen no. 80
80 	100  	   	[  1.00928052  31.14302366 160.        ]	   	[  1.13620849  34.63835781 184.        ]
generation done

here in gen no. 81
81 	100  	   	[  1.00928052  31.14302366 160.        ]	   	[  1.13620849  34.15799489 186.        ]
generation done

here in gen no. 82
82 	100  	   	[  0.99878435  30.85929605 160.        ]	   	[  1.13620849  34.75312226 186.        ]
generation done

here in gen no. 83
83 	100  	   	[  0.99878435  30.85929605 160.        ]	   	[  1.13620849  34.13577808 187.        ]
generation done

here in gen no. 84
84 	100  	   	[  0.99878435  30.85929605 160.        ]	   	[  1.12062818  33.88450308 188.        ]
generation done

here in gen no. 85
85 	100  	   	[  0.99878435  30.85929605 160.        ]	   	[  1.12062818  33.88450308 189.        ]
generation done

here in gen no. 86
86 	100  	   	[  0.99878435  30.82019421 160.        ]	   	[  1.12062818  33.95900512 189.        ]
generation done

here in gen no. 87
87 	100  	   	[  0.99878435  30.82019421 160.        ]	   	[  1.12062818  33.95900512 189.        ]
generation done

here in gen no. 88
88 	100  	   	[  0.99878435  30.42326252 160.        ]	   	[  1.12062818  33.6677619  189.        ]
generation done

here in gen no. 89
89 	100  	   	[  0.99878435  30.42326252 160.        ]	   	[  1.12062818  33.34811122 190.        ]
generation done

here in gen no. 90
90 	100  	   	[  0.99478609  30.25959861 160.        ]	   	[  1.12062818  33.34811122 190.        ]
generation done

here in gen no. 91
91 	100  	   	[  0.97466341  29.75464003 160.        ]	   	[  1.12062818  33.2002526  190.        ]
generation done

here in gen no. 92
92 	100  	   	[  0.97466341  29.75464003 160.        ]	   	[  1.12062818  33.52020107 190.        ]
generation done

here in gen no. 93
93 	100  	   	[  0.97466341  29.75464003 160.        ]	   	[  1.094746    33.52020107 190.        ]
generation done

here in gen no. 94
94 	100  	   	[  0.97466341  29.75464003 160.        ]	   	[  1.094746    33.52020107 191.        ]
generation done

here in gen no. 95
95 	100  	   	[  0.97466341  29.75464003 160.        ]	   	[  1.094746    33.52020107 192.        ]
generation done

here in gen no. 96
96 	100  	   	[  0.97466341  29.75464003 160.        ]	   	[  1.07547572  32.60013327 192.        ]
generation done

here in gen no. 97
97 	100  	   	[  0.97100397  29.75464003 160.        ]	   	[  1.07547572  32.49667808 192.        ]
generation done

here in gen no. 98
98 	100  	   	[  0.97100397  29.73564277 160.        ]	   	[  1.07547572  32.49667808 191.        ]
generation done

here in gen no. 99
99 	100  	   	[  0.97100397  29.73564277 160.        ]	   	[  1.07547572  32.35242459 191.        ]
generation done

here in gen no. 100
100	100  	   	[  0.97100397  29.73564277 160.        ]	   	[  1.05189103  31.88308827 191.        ]
generation done

here in gen no. 101
101	100  	   	[  0.97100397  29.73564277 160.        ]	   	[  1.05567565  31.90848848 191.        ]
generation done

here in gen no. 102
102	100  	   	[  0.97100397  29.73564277 160.        ]	   	[  1.05567565  31.88308827 191.        ]
generation done

here in gen no. 103
103	100  	   	[  0.97066535  29.71316324 160.        ]	   	[  1.05567565  31.88308827 191.        ]
generation done

here in gen no. 104
104	100  	   	[  0.97066535  29.57795959 160.        ]	   	[  1.02942291  32.11442361 191.        ]
generation done

here in gen no. 105
105	100  	   	[  0.96891936  29.41046969 160.        ]	   	[  1.03285087  31.63528152 192.        ]
generation done

here in gen no. 106
106	100  	   	[  0.94327291  27.98681223 160.        ]	   	[  1.02745179  31.77179912 194.        ]
generation done

here in gen no. 107
107	100  	   	[  0.94327291  27.98681223 160.        ]	   	[  1.04967855  31.77179912 194.        ]
generation done

here in gen no. 108
108	100  	   	[  0.94327291  27.98681223 160.        ]	   	[  1.04967855  31.77179912 194.        ]
generation done

here in gen no. 109
109	100  	   	[  0.94327291  27.98681223 160.        ]	   	[  1.04967855  31.77179912 194.        ]
generation done

here in gen no. 110
110	100  	   	[  0.94327291  27.98681223 160.        ]	   	[  1.04967855  31.57971089 196.        ]
generation done

here in gen no. 111
111	100  	   	[  0.94327291  27.98681223 160.        ]	   	[  1.04967855  31.57971089 196.        ]
generation done

here in gen no. 112
112	100  	   	[  0.91353684  27.98681223 160.        ]	   	[  1.0521775   31.57971089 197.        ]
generation done

here in gen no. 113
113	100  	   	[  0.91353684  27.98681223 160.        ]	   	[  1.0521775   32.39379002 196.        ]
generation done

here in gen no. 114
114	100  	   	[  0.91353684  27.98681223 160.        ]	   	[  1.06309673  32.39379002 196.        ]
generation done

here in gen no. 115
115	100  	   	[  0.91353684  27.86445025 160.        ]	   	[  1.06309673  31.2468398  196.        ]
generation done

here in gen no. 116
116	100  	   	[  0.91353684  27.54574839 160.        ]	   	[  1.06309673  31.52837518 197.        ]
generation done

here in gen no. 117
117	100  	   	[  0.91353684  27.54574839 160.        ]	   	[  1.06309673  30.8924616  197.        ]
generation done

here in gen no. 118
118	100  	   	[  0.91353684  27.54574839 160.        ]	   	[  1.10123219  30.79782578 197.        ]
generation done

here in gen no. 119
119	100  	   	[  0.90670676  27.54574839 160.        ]	   	[  1.10123219  30.8789456  198.        ]
generation done

here in gen no. 120
120	100  	   	[  0.90670676  27.54574839 160.        ]	   	[  1.10123219  30.77092028 198.        ]
generation done

here in gen no. 121
121	100  	   	[  0.90670676  27.54574839 160.        ]	   	[  1.10123219  30.76788923 198.        ]
generation done

here in gen no. 122
122	100  	   	[  0.90670676  27.54574839 160.        ]	   	[  1.10123219  30.76788923 200.        ]
generation done

here in gen no. 123
123	100  	   	[  0.90185315  26.97042591 160.        ]	   	[  1.10123219  30.76788923 202.        ]
generation done

here in gen no. 124
124	100  	   	[  0.90185315  26.97042591 160.        ]	   	[  1.10123219  30.76788923 202.        ]
generation done

here in gen no. 125
125	100  	   	[  0.90185315  26.97042591 160.        ]	   	[  1.1016572   30.07436086 202.        ]
generation done

here in gen no. 126
126	100  	   	[  0.90185315  26.97042591 160.        ]	   	[  1.10123219  30.07436086 202.        ]
generation done

here in gen no. 127
127	100  	   	[  0.89347033  26.97042591 160.        ]	   	[  1.10123219  30.07436086 202.        ]
generation done

here in gen no. 128
128	100  	   	[  0.87844266  26.35324505 160.        ]	   	[  1.10123219  29.80812744 204.        ]
generation done

here in gen no. 129
129	100  	   	[  0.87844266  26.35324505 160.        ]	   	[  1.10123219  29.80812744 204.        ]
generation done

here in gen no. 130
130	100  	   	[  0.86491592  26.35324505 160.        ]	   	[  1.03848865  29.80812744 204.        ]
generation done

here in gen no. 131
131	100  	   	[  0.85360925  26.35324505 160.        ]	   	[  1.03211835  29.80812744 204.        ]
generation done

here in gen no. 132
132	100  	   	[  0.85360925  26.31760334 160.        ]	   	[  1.03211835  29.80812744 204.        ]
generation done

here in gen no. 133
133	100  	   	[  0.85360925  26.31760334 160.        ]	   	[  1.03211835  29.80812744 204.        ]
generation done

here in gen no. 134
134	100  	   	[  0.85360925  26.20828812 160.        ]	   	[  0.98155079  29.24469261 204.        ]
generation done

here in gen no. 135
135	100  	   	[  0.85360925  25.99067823 160.        ]	   	[  0.98155079  29.24469261 203.        ]
generation done

here in gen no. 136
136	100  	   	[  0.85360925  25.99067823 160.        ]	   	[  0.98155079  29.24469261 203.        ]
generation done

here in gen no. 137
137	100  	   	[  0.84894086  25.99067823 160.        ]	   	[  0.98155079  29.18688316 203.        ]
generation done

here in gen no. 138
138	100  	   	[  0.83222831  25.03128672 160.        ]	   	[  0.98155079  29.18688316 205.        ]
generation done

here in gen no. 139
139	100  	   	[  0.83222831  25.03128672 160.        ]	   	[  0.98155079  29.18688316 205.        ]
generation done

here in gen no. 140
140	100  	   	[  0.83222831  25.03128672 160.        ]	   	[  0.97441171  29.18688316 205.        ]
generation done

here in gen no. 141
141	100  	   	[  0.83222831  25.03128672 160.        ]	   	[  0.96622148  29.18688316 205.        ]
generation done

here in gen no. 142
142	100  	   	[  0.83222831  25.03128672 160.        ]	   	[  0.96622148  29.18688316 205.        ]
generation done

here in gen no. 143
143	100  	   	[  0.83222831  25.03128672 160.        ]	   	[  0.96622148  28.82354064 205.        ]
generation done

here in gen no. 144
144	100  	   	[  0.81695083  25.03128672 160.        ]	   	[  0.96622148  28.49993852 205.        ]
generation done

here in gen no. 145
145	100  	   	[  0.81695083  25.03128672 160.        ]	   	[  0.96622148  28.49993852 205.        ]
generation done

here in gen no. 146
146	100  	   	[  0.81695083  25.03128672 160.        ]	   	[  0.9725991   28.93476862 205.        ]
generation done

here in gen no. 147
147	100  	   	[  0.81695083  25.03128672 160.        ]	   	[  0.9725991   28.93476862 205.        ]
generation done

here in gen no. 148
148	100  	   	[  0.81695083  25.03128672 160.        ]	   	[  0.9725991   28.93476862 205.        ]
generation done

here in gen no. 149
149	100  	   	[  0.81695083  25.03128672 160.        ]	   	[  0.9725991   28.62513844 205.        ]
generation done

here in gen no. 150
150	100  	   	[  0.81695083  25.03128672 160.        ]	   	[  0.9725991   28.62513844 207.        ]
generation done

here in gen no. 151
151	100  	   	[  0.81695083  25.03128672 160.        ]	   	[  0.9725991  28.6707863 207.       ]   
generation done

here in gen no. 152
152	100  	   	[  0.81695083  25.03128672 160.        ]	   	[  0.9725991   28.92378247 207.        ]
generation done

here in gen no. 153
153	100  	   	[  0.81695083  25.03128672 160.        ]	   	[  0.9725991   28.68834604 207.        ]
generation done

here in gen no. 154
154	100  	   	[  0.81695083  25.03128672 160.        ]	   	[  0.95595833  28.94344364 207.        ]
generation done

here in gen no. 155
155	100  	   	[  0.81695083  25.03128672 160.        ]	   	[  0.95595833  28.49399245 207.        ]
generation done

here in gen no. 156
156	100  	   	[  0.81695083  25.03128672 160.        ]	   	[  0.92790524  28.49399245 207.        ]
generation done

here in gen no. 157
157	100  	   	[  0.81695083  25.03128672 160.        ]	   	[  0.94230977  28.49399245 207.        ]
generation done

here in gen no. 158
158	100  	   	[  0.8025496   24.27284652 160.        ]	   	[  0.94651798  28.49399245 207.        ]
generation done

here in gen no. 159
159	100  	   	[  0.8025496   24.27284652 160.        ]	   	[  0.94651798  28.48613649 207.        ] 97
97 	100  	   	[  0.95894318 195.8639481  160.        ]	   	[  1.02885246 207.22374806 187.        ]
generation done

here in gen no. 98
98 	100  	   	[  0.95894318 195.8639481  160.        ]	   	[  1.02297763 206.40707164 187.        ]
generation done

here in gen no. 99
99 	100  	   	[  0.95894318 195.3345149  160.        ]	   	[  1.02297763 206.40707164 187.        ]
generation done

here in gen no. 100
100	100  	   	[  0.95894318 193.37661093 160.        ]	   	[  1.01443585 206.32936705 188.        ]
generation done

here in gen no. 101
101	100  	   	[  0.95487186 193.37661093 160.        ]	   	[  1.01641456 206.32936705 187.        ]
generation done

here in gen no. 102
102	100  	   	[  0.95487186 193.37661093 160.        ]	   	[  1.01641456 205.506991   188.        ]
generation done

here in gen no. 103
103	100  	   	[  0.95487186 193.37661093 160.        ]	   	[  1.01641456 205.506991   190.        ]
generation done

here in gen no. 104
104	100  	   	[  0.95140719 193.37661093 160.        ]	   	[  1.01641456 205.506991   190.        ]
generation done

here in gen no. 105
105	100  	   	[  0.95140719 193.37661093 160.        ]	   	[  1.00496878 205.506991   190.        ]
generation done

here in gen no. 106
106	100  	   	[  0.95140719 193.37661093 160.        ]	   	[  1.00496878 205.2531132  190.        ]
generation done

here in gen no. 107
107	100  	   	[  0.94770911 193.37661093 160.        ]	   	[  1.00134372 203.6336959  188.        ]
generation done

here in gen no. 108
108	100  	   	[  0.94770911 193.37661093 160.        ]	   	[  1.00134372 203.6336959  188.        ]
generation done

here in gen no. 109
109	100  	   	[  0.93694659 193.37661093 160.        ]	   	[  1.00226218 203.931807   187.        ]
generation done

here in gen no. 110
110	100  	   	[  0.93694659 193.37661093 160.        ]	   	[  1.00226218 202.92609666 187.        ]
generation done

here in gen no. 111
111	100  	   	[  0.93694659 192.11792868 160.        ]	   	[  1.00226218 202.92609666 187.        ]
generation done

here in gen no. 112
112	100  	   	[  0.93694659 192.11792868 160.        ]	   	[  1.00226218 202.92609666 187.        ]
generation done

here in gen no. 113
113	100  	   	[  0.93694659 190.47308158 160.        ]	   	[  0.98640065 202.2068197  187.        ]
generation done

here in gen no. 114
114	100  	   	[  0.93694659 190.47308158 160.        ]	   	[  0.98640065 202.2068197  187.        ]
generation done

here in gen no. 115
115	100  	   	[  0.93660095 190.47308158 160.        ]	   	[  0.98640065 202.2068197  187.        ]
generation done

here in gen no. 116
116	100  	   	[  0.93495169 190.47308158 160.        ]	   	[  0.98640065 201.76071561 187.        ]
generation done

here in gen no. 117
117	100  	   	[  0.93230296 190.47308158 160.        ]	   	[  1.0128618  201.76071561 188.        ]
generation done

here in gen no. 118
118	100  	   	[  0.93230296 190.47308158 160.        ]	   	[  1.0128618  201.76071561 188.        ]
generation done

here in gen no. 119
119	100  	   	[  0.92212034 184.65176462 160.        ]	   	[  1.0128618  201.76071561 190.        ]
generation done

here in gen no. 120
120	100  	   	[  0.92212034 184.65176462 160.        ]	   	[  1.0128618  199.39325732 190.        ]
generation done

here in gen no. 121
121	100  	   	[  0.92212034 184.65176462 160.        ]	   	[  1.0128618  199.13342144 188.        ]
generation done

here in gen no. 122
122	100  	   	[  0.92212034 184.65176462 160.        ]	   	[  1.0128618 199.1100127 188.       ]   
generation done

here in gen no. 123
123	100  	   	[  0.92212034 184.65176462 160.        ]	   	[  1.0128618 199.1100127 188.       ]   
generation done

here in gen no. 124
124	100  	   	[  0.92212034 184.65176462 160.        ]	   	[  1.0128618 199.1100127 188.       ]   
generation done

here in gen no. 125
125	100  	   	[  0.92212034 184.65176462 160.        ]	   	[  1.0128618  199.16572238 189.        ]
generation done

here in gen no. 126
126	100  	   	[  0.92212034 184.65176462 160.        ]	   	[  1.0128618  199.34905363 190.        ]
generation done

here in gen no. 127
127	100  	   	[  0.92212034 184.65176462 160.        ]	   	[  1.0128618  199.34905363 192.        ]
generation done

here in gen no. 128
128	100  	   	[  0.92160169 184.65176462 160.        ]	   	[  1.0128618  199.34905363 190.        ]
generation done

here in gen no. 129
129	100  	   	[  0.91290551 184.65176462 160.        ]	   	[  1.0128618  199.34905363 191.        ]
generation done

here in gen no. 130
130	100  	   	[  0.91290551 184.65176462 160.        ]	   	[  1.0128618  200.73402591 191.        ]
generation done

here in gen no. 131
131	100  	   	[  0.90260353 184.65176462 160.        ]	   	[  1.0128618  200.73402591 191.        ]
generation done

here in gen no. 132
132	100  	   	[  0.89391758 184.65176462 160.        ]	   	[  1.0128618  200.73402591 193.        ]
generation done

here in gen no. 133
133	100  	   	[  0.89391758 184.49041662 160.        ]	   	[  1.0128618  198.27099936 195.        ]
generation done

here in gen no. 134
134	100  	   	[  0.89391758 184.49041662 160.        ]	   	[  0.95794111 198.27099936 195.        ]
generation done

here in gen no. 135
135	100  	   	[  0.89391758 184.49041662 160.        ]	   	[  0.95794111 196.67622737 195.        ]
generation done

here in gen no. 136
136	100  	   	[  0.89391758 184.49041662 160.        ]	   	[  0.95258562 196.24749636 196.        ]
generation done

here in gen no. 137
137	100  	   	[  0.89391758 184.49041662 160.        ]	   	[  0.95093798 195.05268    195.        ]
generation done

here in gen no. 138
138	100  	   	[  0.89391758 184.17236624 160.        ]	   	[  0.95093798 195.05268    196.        ]
generation done

here in gen no. 139
139	100  	   	[  0.89391758 183.92545604 160.        ]	   	[  0.95844834 195.05268    196.        ]
generation done

here in gen no. 140
140	100  	   	[  0.87860803 179.50368526 160.        ]	   	[  0.95844834 195.05268    195.        ]
generation done

here in gen no. 141
141	100  	   	[  0.87860803 179.50368526 160.        ]	   	[  0.95844834 195.05268    197.        ]
generation done

here in gen no. 142
142	100  	   	[  0.87860803 179.50368526 160.        ]	   	[  0.93348124 195.05268    197.        ]
generation done

here in gen no. 143
143	100  	   	[  0.87860803 179.50368526 160.        ]	   	[  0.93080648 195.05268    197.        ]
generation done

here in gen no. 144
144	100  	   	[  0.87860803 179.50368526 160.        ]	   	[  0.93080648 195.05268    197.        ]
generation done

here in gen no. 145
145	100  	   	[  0.87860803 179.50368526 160.        ]	   	[  0.93136246 195.05268    197.        ]
generation done

here in gen no. 146
146	100  	   	[  0.87860803 179.50368526 160.        ]	   	[  0.93080648 193.14738498 197.        ]
generation done

here in gen no. 147
147	100  	   	[  0.87860803 179.50368526 160.        ]	   	[  0.92779023 193.14738498 197.        ]
generation done

here in gen no. 148
148	100  	   	[  0.87860803 179.50368526 160.        ]	   	[  0.92821756 196.76273998 197.        ]
generation done

here in gen no. 149
149	100  	   	[  0.87604875 179.50368526 160.        ]	   	[  0.92821756 193.63166265 199.        ]
generation done

here in gen no. 150
150	100  	   	[  0.87604875 179.50368526 160.        ]	   	[  0.92821756 193.63166265 199.        ]
generation done

here in gen no. 151
151	100  	   	[  0.87604875 179.50368526 160.        ]	   	[  0.92821756 193.63166265 199.        ]
generation done

here in gen no. 152
152	100  	   	[  0.87604875 179.50368526 160.        ]	   	[  0.92821756 193.63166265 199.        ]
generation done

here in gen no. 153
153	100  	   	[  0.87604875 179.50368526 160.        ]	   	[  0.92821756 193.14738498 199.        ]
generation done

here in gen no. 154
154	100  	   	[  0.87604875 179.50368526 160.        ]	   	[  0.92821756 193.14738498 200.        ]
generation done

here in gen no. 155
155	100  	   	[  0.87604875 179.50368526 160.        ]	   	[  0.92821756 193.14738498 202.        ]
generation done

here in gen no. 156
156	100  	   	[  0.87604875 179.50368526 160.        ]	   	[  0.92821756 193.14738498 202.        ]
generation done
generation done

here in gen no. 160
160	100  	   	[  0.8025496   24.27284652 160.        ]	   	[  0.94986203  28.48613649 207.        ]
generation done

here in gen no. 161
161	100  	   	[  0.8025496   24.27284652 160.        ]	   	[  0.94986203  28.28395909 207.        ]
generation done

here in gen no. 162
162	100  	   	[  0.8025496   24.27284652 160.        ]	   	[  0.94986203  28.01956185 207.        ]
generation done

here in gen no. 163
163	100  	   	[  0.8025496   24.27284652 160.        ]	   	[  0.94986203  28.01956185 207.        ]
generation done

here in gen no. 164
164	100  	   	[  0.8025496   24.27284652 160.        ]	   	[  0.94923993  28.01956185 207.        ]
generation done

here in gen no. 165
165	100  	   	[  0.8025496   24.27284652 160.        ]	   	[  0.94651798  28.01956185 207.        ]
generation done

here in gen no. 166
166	100  	   	[  0.8025496   24.27284652 160.        ]	   	[  0.94764929  28.01956185 207.        ]
generation done

here in gen no. 167
167	100  	   	[  0.8025496   24.27284652 160.        ]	   	[  0.94764929  27.87674182 207.        ]
generation done

here in gen no. 168
168	100  	   	[  0.8025496   24.27284652 160.        ]	   	[  0.94764929  27.87674182 207.        ]
generation done

here in gen no. 169
169	100  	   	[  0.8025496   24.27284652 160.        ]	   	[  0.94764929  27.87674182 207.        ]
generation done

here in gen no. 170
170	100  	   	[  0.8025496   24.27284652 160.        ]	   	[  0.94764929  27.87674182 207.        ]
generation done

here in gen no. 171
171	100  	   	[  0.79575594  24.07328394 160.        ]	   	[  0.94764929  27.83870755 208.        ]
generation done

here in gen no. 172
172	100  	   	[  0.78252035  22.65451318 160.        ]	   	[  0.94764929  28.20119835 208.        ]
generation done

here in gen no. 173
173	100  	   	[  0.78252035  22.65451318 160.        ]	   	[  0.94764929  28.01035534 208.        ]
generation done

here in gen no. 174
174	100  	   	[  0.78252035  22.65451318 160.        ]	   	[  0.94230977  28.01035534 209.        ]
generation done

here in gen no. 175
175	100  	   	[  0.78252035  22.65451318 160.        ]	   	[  0.94230977  28.01035534 209.        ]
generation done

here in gen no. 176
176	100  	   	[  0.78252035  22.65451318 160.        ]	   	[  0.94230977  28.01035534 210.        ]
generation done

here in gen no. 177
177	100  	   	[  0.78252035  22.65451318 160.        ]	   	[  0.93348973  27.74064402 210.        ]
generation done

here in gen no. 178
178	100  	   	[  0.78252035  22.65451318 160.        ]	   	[  0.89023906  27.54866158 210.        ]
generation done

here in gen no. 179
179	100  	   	[  0.78252035  22.65451318 160.        ]	   	[  0.89023906  27.54866158 210.        ]
generation done

here in gen no. 180
180	100  	   	[  0.78252035  22.65451318 160.        ]	   	[  0.89023906  27.54866158 210.        ]
generation done

here in gen no. 181
181	100  	   	[  0.78252035  22.65451318 160.        ]	   	[  0.89023906  27.54866158 210.        ]
generation done

here in gen no. 182
182	100  	   	[  0.78252035  22.65451318 160.        ]	   	[  0.89023906  27.4291948  210.        ]
generation done

here in gen no. 183
183	100  	   	[  0.78252035  22.65451318 160.        ]	   	[  0.89023906  27.4291948  210.        ]
generation done

here in gen no. 184
184	100  	   	[  0.78121019  22.65451318 160.        ]	   	[  0.89023906  27.4291948  210.        ]
generation done

here in gen no. 185
185	100  	   	[  0.78121019  22.65451318 160.        ]	   	[  0.89023906  27.4291948  209.        ]
generation done

here in gen no. 186
186	100  	   	[  0.78121019  22.65451318 160.        ]	   	[  0.92136593  28.42135224 209.        ]
generation done

here in gen no. 187
187	100  	   	[  0.78121019  22.65451318 160.        ]	   	[  0.89023906  26.66429173 209.        ]
generation done

here in gen no. 188
188	100  	   	[  0.78121019  22.65451318 160.        ]	   	[  0.89023906  26.66429173 209.        ]
generation done

here in gen no. 189
189	100  	   	[  0.78121019  22.65451318 160.        ]	   	[  0.87902537  26.66429173 210.        ]
generation done

here in gen no. 190
190	100  	   	[  0.78121019  22.65451318 160.        ]	   	[  0.87902537  26.73862033 210.        ]
generation done

here in gen no. 191
191	100  	   	[  0.7753558   22.65451318 160.        ]	   	[  0.87902537  26.73862033 210.        ]
generation done

here in gen no. 192
192	100  	   	[  0.7753558   22.65451318 160.        ]	   	[  0.8761637   26.55650336 210.        ]
generation done

here in gen no. 193
193	100  	   	[  0.7753558   22.65451318 160.        ]	   	[  0.8761637   26.55650336 210.        ]
generation done

here in gen no. 194
194	100  	   	[  0.7753558   22.61889176 160.        ]	   	[  0.86765137  26.41735013 210.        ]
generation done

here in gen no. 195
195	100  	   	[  0.7753558   22.61889176 160.        ]	   	[  0.92261582  28.47546654 210.        ]
generation done

here in gen no. 196
196	100  	   	[  0.77287678  22.35160486 160.        ]	   	[  0.85967047  26.41735013 210.        ]
generation done

here in gen no. 197
197	100  	   	[  0.77287678  22.35160486 160.        ]	   	[  0.85967047  26.41735013 210.        ]
generation done

here in gen no. 198
198	100  	   	[  0.77287678  22.35160486 160.        ]	   	[  0.9520129   26.41735013 210.        ]
generation done

here in gen no. 199
last gen after newpool 0.13655471801757812
199	100  	   	[  0.77287678  22.35160486 160.        ]	   	[  0.85756803  26.15127069 210.        ]
generation done
Overall time 559.707921743393
 ------------------------------------src done------------------------------------------- 
[<deap.creator.Individual object at 0x7f6452007dd8>, <deap.creator.Individual object at 0x7f645231b588>, <deap.creator.Individual object at 0x7f645226c828>, <deap.creator.Individual object at 0x7f643bcbe470>, <deap.creator.Individual object at 0x7f643bb0e198>, <deap.creator.Individual object at 0x7f6452431470>, <deap.creator.Individual object at 0x7f643bae2860>, <deap.creator.Individual object at 0x7f645244cc88>, <deap.creator.Individual object at 0x7f6451ed87f0>, <deap.creator.Individual object at 0x7f6452708b00>, <deap.creator.Individual object at 0x7f6452569630>, <deap.creator.Individual object at 0x7f64520b6c50>, <deap.creator.Individual object at 0x7f643ba63978>, <deap.creator.Individual object at 0x7f643bbd6cf8>, <deap.creator.Individual object at 0x7f64521e6048>, <deap.creator.Individual object at 0x7f64522ca080>, <deap.creator.Individual object at 0x7f643bc1f160>, <deap.creator.Individual object at 0x7f645261d860>, <deap.creator.Individual object at 0x7f6452577048>, <deap.creator.Individual object at 0x7f6452a23828>, <deap.creator.Individual object at 0x7f6451f75ba8>, <deap.creator.Individual object at 0x7f6452a59ba8>, <deap.creator.Individual object at 0x7f643babf6a0>, <deap.creator.Individual object at 0x7f6452109438>]
Pareto Front: 
(0.8297986112744913, 24.305537345388945, 175.0)
(0.7972147264483438, 24.18803284837115, 202.0)
(0.7753557954866285, 23.045169619140964, 206.0)
(0.7753557954866285, 23.045169619140964, 206.0)
(0.8398357819186282, 25.693700635246454, 162.0)
(0.8575680257624945, 25.62719467000933, 164.0)
(0.8398357819186282, 25.693700635246458, 160.0)
(0.7803728517293552, 22.821984975213084, 206.0)
(0.8431748203215733, 24.843588566425254, 174.0)
(0.8055805465857507, 23.215283059577594, 205.0)
(0.8089800500727247, 24.39691545811026, 175.0)
(0.8085538667806146, 24.70139726076509, 175.0)
(0.7728767761386734, 22.351604859479764, 207.0)
(0.7988486829750212, 24.592454349204264, 181.0)
(0.82343132047429, 24.974235363254536, 174.0)
(0.7825203492208039, 22.654513183354975, 206.0)
(0.7753090665845158, 23.444651420839286, 206.0)
(0.8007666914258108, 24.430310511981343, 184.0)
(0.8139983601298271, 24.36137773890009, 175.0)
(0.7766812693046964, 23.508497661017906, 203.0)
(0.8061928347475692, 24.236639500606287, 177.0)
(0.8061928347475692, 24.236639500606287, 177.0)
(0.8025955953827235, 24.302101332228744, 176.0)
(0.7940151059418619, 23.489647450225533, 205.0)
Pareto Front: 
(0.7753557954866285, 23.045169619140964, 206.0)
(0.7753557954866285, 23.045169619140964, 206.0)
(0.7972147264483438, 24.18803284837115, 202.0)
(0.8007666914258108, 24.430310511981343, 184.0)
(0.8297986112744913, 24.305537345388945, 175.0)
(0.8055805465857507, 23.215283059577594, 205.0)
(0.8025955953827235, 24.302101332228744, 176.0)
(0.8061928347475692, 24.236639500606287, 177.0)
(0.8061928347475692, 24.236639500606287, 177.0)
(0.7728767761386734, 22.351604859479764, 207.0)
(0.7766812693046964, 23.508497661017906, 203.0)
(0.8139983601298271, 24.36137773890009, 175.0)
(0.8089800500727247, 24.39691545811026, 175.0)
(0.8575680257624945, 25.62719467000933, 164.0)
(0.8398357819186282, 25.693700635246458, 160.0)
(0.7803728517293552, 22.821984975213084, 206.0)
(0.8085538667806146, 24.70139726076509, 175.0)
(0.7825203492208039, 22.654513183354975, 206.0)
(0.8398357819186282, 25.693700635246454, 162.0)
(0.7988486829750212, 24.592454349204264, 181.0)
(0.8431748203215733, 24.843588566425254, 174.0)
(0.7753090665845158, 23.444651420839286, 206.0)
(0.82343132047429, 24.974235363254536, 174.0)
(0.7940151059418619, 23.489647450225533, 205.0)

test: test on one with min validation error 0.2727272727272727

 test: avg on sampled pareto set 0.3181818181818182
0


here in gen no. 157
157	100  	   	[  0.87604875 179.50368526 160.        ]	   	[  0.92821756 193.14738498 202.        ]
generation done

here in gen no. 158
158	100  	   	[  0.87604875 179.50368526 160.        ]	   	[  0.92821756 193.14738498 202.        ]
generation done

here in gen no. 159
159	100  	   	[  0.87413844 179.47090291 160.        ]	   	[  0.92821756 191.58795402 199.        ]
generation done

here in gen no. 160
160	100  	   	[  0.87413844 179.47090291 160.        ]	   	[  0.92003915 191.0883367  199.        ]
generation done

here in gen no. 161
161	100  	   	[  0.87413844 179.47090291 160.        ]	   	[  0.91884976 191.0883367  199.        ]
generation done

here in gen no. 162
162	100  	   	[  0.87413844 179.47090291 160.        ]	   	[  0.91884976 191.0883367  199.        ]
generation done

here in gen no. 163
163	100  	   	[  0.87413844 179.47090291 160.        ]	   	[  0.92011689 191.0883367  199.        ]
generation done

here in gen no. 164
164	100  	   	[  0.87413844 179.47090291 160.        ]	   	[  0.92011689 189.75298762 199.        ]
generation done

here in gen no. 165
165	100  	   	[  0.86852728 179.12778394 160.        ]	   	[  0.92011689 189.75298762 200.        ]
generation done

here in gen no. 166
166	100  	   	[  0.86852728 179.08502194 160.        ]	   	[  0.92011689 189.75298762 200.        ]
generation done

here in gen no. 167
167	100  	   	[  0.86852728 179.08502194 160.        ]	   	[  0.92011689 189.75298762 200.        ]
generation done

here in gen no. 168
168	100  	   	[  0.86852728 178.7062314  160.        ]	   	[  0.92011689 187.72757773 200.        ]
generation done

here in gen no. 169
169	100  	   	[  0.86852728 178.7062314  160.        ]	   	[  0.92011689 188.41526758 200.        ]
generation done

here in gen no. 170
170	100  	   	[  0.86852728 178.34638334 160.        ]	   	[  0.92011689 188.93072477 200.        ]
generation done

here in gen no. 171
171	100  	   	[  0.8662946  178.34638334 160.        ]	   	[  0.92011689 188.93072477 200.        ]
generation done

here in gen no. 172
172	100  	   	[  0.8662946  178.34638334 160.        ]	   	[  0.92011689 189.34934882 201.        ]
generation done

here in gen no. 173
173	100  	   	[  0.8662946  177.54152614 160.        ]	   	[  0.92011689 189.34934882 200.        ]
generation done

here in gen no. 174
174	100  	   	[  0.8662946  177.54152614 160.        ]	   	[  0.92011689 189.34934882 200.        ]
generation done

here in gen no. 175
175	100  	   	[  0.86195692 176.99311821 160.        ]	   	[  0.92011689 188.63894285 201.        ]
generation done

here in gen no. 176
176	100  	   	[  0.85630141 176.99311821 160.        ]	   	[  0.9185195  188.63894285 201.        ]
generation done

here in gen no. 177
177	100  	   	[  0.85630141 176.79374282 160.        ]	   	[  0.9185195  187.35520129 202.        ]
generation done

here in gen no. 178
178	100  	   	[  0.85041675 173.55074582 160.        ]	   	[  0.9185195  187.35520129 203.        ]
generation done

here in gen no. 179
179	100  	   	[  0.85041675 173.55074582 160.        ]	   	[  0.9185195  186.71181394 203.        ]
generation done

here in gen no. 180
180	100  	   	[  0.85041675 173.55074582 160.        ]	   	[  0.91315003 186.71181394 204.        ]
generation done

here in gen no. 181
181	100  	   	[  0.85041675 173.55074582 160.        ]	   	[  0.91315003 186.71181394 204.        ]
generation done

here in gen no. 182
182	100  	   	[  0.85041675 173.55074582 160.        ]	   	[  0.91315003 185.50866498 204.        ]
generation done

here in gen no. 183
183	100  	   	[  0.85041675 173.55074582 160.        ]	   	[  0.91315003 185.50866498 204.        ]
generation done

here in gen no. 184
184	100  	   	[  0.85041675 173.55074582 160.        ]	   	[  0.9079127  184.51980011 204.        ]
generation done

here in gen no. 185
185	100  	   	[  0.85041675 173.55074582 160.        ]	   	[  0.89701459 183.87433186 205.        ]
generation done

here in gen no. 186
186	100  	   	[  0.85041675 173.55074582 160.        ]	   	[  0.89701459 184.32902623 205.        ]
generation done

here in gen no. 187
187	100  	   	[  0.84455947 172.78314406 160.        ]	   	[  0.89430412 183.87433186 206.        ]
generation done

here in gen no. 188
188	100  	   	[  0.84455947 172.78314406 160.        ]	   	[  0.89430412 183.87433186 208.        ]
generation done

here in gen no. 189
189	100  	   	[  0.84455947 172.78314406 160.        ]	   	[  0.89153963 184.57734781 208.        ]
generation done

here in gen no. 190
190	100  	   	[  0.84455947 172.78314406 160.        ]	   	[  0.89034381 184.57734781 207.        ]
generation done

here in gen no. 191
191	100  	   	[  0.8325472  171.88824465 160.        ]	   	[  0.89034381 181.75849709 207.        ]
generation done

here in gen no. 192
192	100  	   	[  0.8325472  171.88824465 160.        ]	   	[  0.9151704  183.71600302 207.        ]
generation done

here in gen no. 193
193	100  	   	[  0.8325472  171.88824465 160.        ]	   	[  0.9151704 181.1495102 207.       ]   
generation done

here in gen no. 194
194	100  	   	[  0.8325472  171.88824465 160.        ]	   	[  0.90841433 181.1495102  199.        ]
generation done

here in gen no. 195
195	100  	   	[  0.8325472  171.88824465 160.        ]	   	[  0.90841433 180.94997657 199.        ]
generation done

here in gen no. 196
196	100  	   	[  0.8325472  171.88824465 160.        ]	   	[  0.90841433 180.90481351 199.        ]
generation done

here in gen no. 197
197	100  	   	[  0.8325472  171.88824465 160.        ]	   	[  0.88688134 180.90481351 199.        ]
generation done

here in gen no. 198
198	100  	   	[  0.8325472  171.88824465 160.        ]	   	[  0.89327491 180.90481351 200.        ]
generation done

here in gen no. 199
last gen after newpool 0.14488530158996582
199	100  	   	[  0.8325472  171.40558541 160.        ]	   	[  0.90065143 180.58387597 201.        ]
generation done
Overall time 2812.790765285492
 ------------------------------------src done------------------------------------------- 
[<deap.creator.Individual object at 0x7f4ef96d30b8>, <deap.creator.Individual object at 0x7f4ef940ea20>, <deap.creator.Individual object at 0x7f4ee020b5c0>, <deap.creator.Individual object at 0x7f4ee05b66a0>, <deap.creator.Individual object at 0x7f4ee059f9e8>, <deap.creator.Individual object at 0x7f4ef9482cc0>, <deap.creator.Individual object at 0x7f4ee01b0a20>, <deap.creator.Individual object at 0x7f4ef990cac8>, <deap.creator.Individual object at 0x7f4ef91a1c18>, <deap.creator.Individual object at 0x7f4ee01af780>, <deap.creator.Individual object at 0x7f4ef940ffd0>, <deap.creator.Individual object at 0x7f4ee03b2550>, <deap.creator.Individual object at 0x7f4ef910bcc0>, <deap.creator.Individual object at 0x7f4ee02b73c8>, <deap.creator.Individual object at 0x7f4ee02aa240>, <deap.creator.Individual object at 0x7f4ef97b75c0>, <deap.creator.Individual object at 0x7f4ef99492b0>, <deap.creator.Individual object at 0x7f4ef973ae10>, <deap.creator.Individual object at 0x7f4ee0607dd8>, <deap.creator.Individual object at 0x7f4ef921d668>, <deap.creator.Individual object at 0x7f4ef9182ef0>, <deap.creator.Individual object at 0x7f4ef9c18630>, <deap.creator.Individual object at 0x7f4ef9374278>]
Pareto Front: 
(0.864861916049038, 175.8971706142539, 165.0)
(0.8690967427586176, 178.492504515642, 160.0)
(0.86855679267929, 177.80983698458488, 162.0)
(0.8368264136476538, 171.4055854076496, 201.0)
(0.8649616793380835, 177.76273051466575, 164.0)
(0.8614320557278249, 177.35926881558606, 165.0)
(0.8600756033885149, 175.5674776912099, 166.0)
(0.8658328520536659, 176.2450108662307, 163.0)
(0.8554398813513917, 174.64325409049886, 167.0)
(0.8734340390150283, 178.4078133856766, 160.0)
(0.8737073456865131, 178.25068866052533, 160.0)
(0.867246001943294, 178.97992156024716, 162.0)
(0.867246001943294, 178.97992156024716, 162.0)
(0.8642849351378383, 176.66526673785893, 165.0)
(0.8325471951248695, 171.88824465381808, 184.0)
(0.8325471951248695, 171.88824465381808, 184.0)
(0.8325471951248695, 171.88824465381808, 184.0)
(0.8742602580022936, 178.03831795036328, 160.0)
(0.8592822512459974, 176.43082703162565, 166.0)
(0.8500129409813668, 174.217883108218, 180.0)
(0.8500129409813668, 174.217883108218, 180.0)
(0.8500129409813668, 174.217883108218, 180.0)
(0.8500129409813668, 174.217883108218, 180.0)
Pareto Front: 
(0.8554398813513917, 174.64325409049886, 167.0)
(0.8734340390150283, 178.4078133856766, 160.0)
(0.8500129409813668, 174.217883108218, 180.0)
(0.8500129409813668, 174.217883108218, 180.0)
(0.8500129409813668, 174.217883108218, 180.0)
(0.8500129409813668, 174.217883108218, 180.0)
(0.8658328520536659, 176.2450108662307, 163.0)
(0.86855679267929, 177.80983698458488, 162.0)
(0.8592822512459974, 176.43082703162565, 166.0)
(0.8614320557278249, 177.35926881558606, 165.0)
(0.8325471951248695, 171.88824465381808, 184.0)
(0.8325471951248695, 171.88824465381808, 184.0)
(0.8325471951248695, 171.88824465381808, 184.0)
(0.8368264136476538, 171.4055854076496, 201.0)
(0.8600756033885149, 175.5674776912099, 166.0)
(0.8737073456865131, 178.25068866052533, 160.0)
(0.8642849351378383, 176.66526673785893, 165.0)
(0.864861916049038, 175.8971706142539, 165.0)
(0.8649616793380835, 177.76273051466575, 164.0)
(0.867246001943294, 178.97992156024716, 162.0)
(0.867246001943294, 178.97992156024716, 162.0)
(0.8742602580022936, 178.03831795036328, 160.0)
(0.8690967427586176, 178.492504515642, 160.0)

test: test on one with min validation error 0.45454545454545453

 test: avg on sampled pareto set 0.4090909090909091
0