kgadek · June 23, 2015 21:51
diff --git a/gistfile1.txt b/gistfile1.txt
 2015-06-23 23:47:42582 50672 algorithms.HGS.HGS DEBUG Created HGS <algorithms.HGS.HGS.HGS object at 0x10ebab5c0>
 2015-06-23 23:47:42582 50672 algorithms.HGS.HGS DEBUG Creating root node with 50 indivs
 2015-06-23 23:47:42583 50672 algorithms.HGS.HGS DEBUG Creating Node 0
 2015-06-23 23:47:42583 50672 algorithms.HGS.HGS DEBUG Node #0 creating driver with 50 indivs
 2015-06-23 23:47:42583 50672 evotools.run_parallel DEBUG Dropping this dummy obj, returning partial instead: <class 'algorithms.HGS.HGS.HGS'>
 2015-06-23 23:47:42583 50672 algorithms.HGS.HGS DEBUG Created HGS <algorithms.HGS.HGS.HGS object at 0x10ebab518>
 2015-06-23 23:47:42583 50672 algorithms.HGS.HGS DEBUG Creating root node with 50 indivs
 2015-06-23 23:47:42584 50672 algorithms.HGS.HGS DEBUG Creating Node 0
 2015-06-23 23:47:42584 50672 algorithms.HGS.HGS DEBUG Node #0 creating driver with 50 indivs
 2015-06-23 23:47:42584 50672 evotools.run_parallel DEBUG Beginning processing of <algorithms.HGS.HGS.HGS object at 0x10ebab518>, args: (('ZDT4', 'HGS+NSGAII'), [4000], 0, None)
 2015-06-23 23:47:42584 50672 evotools.run_parallel DEBUG The driver <class 'algorithms.HGS.HGS.HGS'> is DriverGen-based
 2015-06-23 23:47:42584 50672 algorithms.HGS.HGS DEBUG HGS.population_generator()
 2015-06-23 23:47:42584 50672 algorithms.HGS.HGS DEBUG HGS.population_generator :: loop
 2015-06-23 23:47:42584 50672 algorithms.HGS.HGS DEBUG HGS.get_nodes(include_finished=False)
 2015-06-23 23:47:42584 50672 algorithms.HGS.HGS DEBUG HGS.get_nodes :: yielding #0
 2015-06-23 23:47:42584 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter()
 2015-06-23 23:47:42584 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop
 2015-06-23 23:47:42598 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 50 while having 75 indivs
 2015-06-23 23:47:42626 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 25 while having 75 indivs
 2015-06-23 23:47:42652 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 25 while having 75 indivs
 2015-06-23 23:47:42652 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout()
 2015-06-23 23:47:42652 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout :: not sprouting (D)
 2015-06-23 23:47:42652 50672 algorithms.HGS.HGS DEBUG Node #0 . branch_reduction
 2015-06-23 23:47:42652 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter yielding cost 100
 2015-06-23 23:47:42652 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop
 2015-06-23 23:47:42676 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 25 while having 75 indivs
 2015-06-23 23:47:42699 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 25 while having 75 indivs
 2015-06-23 23:47:42723 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 25 while having 75 indivs
 2015-06-23 23:47:42724 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout()
 2015-06-23 23:47:42751 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout :: candidate [0.05931200856420483, 0.49413412489645314, 0.5016698323606325, 0.41167498319310447, 0.5264060610267687, 0.5135683834467188, 0.5339442941347061, 0.3663582426484424, 0.5969136392290573, 0.5312932000543807]
 2015-06-23 23:47:42751 50672 algorithms.HGS.HGS DEBUG Creating Node 1
 2015-06-23 23:47:42751 50672 algorithms.HGS.HGS DEBUG Node #1 creating driver with 12 indivs
 2015-06-23 23:47:42751 50672 algorithms.HGS.HGS DEBUG Node #0 . sprouting: 0:1 -> 1
 2015-06-23 23:47:42755 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout :: candidate [0.054812984328170125, 0.4659238162457785, 0.49446778557651494, 0.4358028890018938, 0.2095502123842583, 0.49297033117995126, 0.5096000945889541, 0.5178953055158634, 0.5796036290070439, 0.5529457446723964]
 2015-06-23 23:47:42755 50672 algorithms.HGS.HGS DEBUG Node #1 :: Wow, last_proxy=None and someone wanted the population. self=<algorithms.HGS.HGS.HGS.Node object at 0x10ebbbcf8>
 2015-06-23 23:47:42757 50672 algorithms.HGS.HGS DEBUG Node #1 :: average = []
 2015-06-23 23:47:42757 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout :: next candidate
 2015-06-23 23:47:42757 50672 algorithms.HGS.HGS DEBUG Node #0 . branch_reduction
 2015-06-23 23:47:42757 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter yielding cost 75
 2015-06-23 23:47:42757 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop
 2015-06-23 23:47:42767 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 0 while having 75 indivs
 2015-06-23 23:47:42788 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 25 while having 75 indivs
 2015-06-23 23:47:42812 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 25 while having 75 indivs
 2015-06-23 23:47:42812 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout()
 2015-06-23 23:47:42837 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout :: candidate [0.06070209950174228, 0.45464355625247677, 0.49792006226663116, 0.42061621417265305, 0.44349022597046095, 0.4855069577589048, 0.46471487186854576, 0.5213111024159104, 0.5275312447848599, 0.5553584348735258]
 2015-06-23 23:47:42837 50672 algorithms.HGS.HGS DEBUG Node #1 :: Wow, last_proxy=None and someone wanted the population. self=<algorithms.HGS.HGS.HGS.Node object at 0x10ebbbcf8>
 2015-06-23 23:47:42837 50672 algorithms.HGS.HGS DEBUG Node #1 :: average = []
 2015-06-23 23:47:42837 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout :: next candidate
 2015-06-23 23:47:42840 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout :: candidate [0.06533648539836377, 0.5322102576754864, 0.4742040073672201, 0.4253883287345618, 0.5885135757874433, 0.5227313307796996, 0.4524876316072553, 0.4810223461238904, 0.477867187243684, 0.5599327275589514]
 2015-06-23 23:47:42840 50672 algorithms.HGS.HGS DEBUG Node #1 :: Wow, last_proxy=None and someone wanted the population. self=<algorithms.HGS.HGS.HGS.Node object at 0x10ebbbcf8>
 2015-06-23 23:47:42840 50672 algorithms.HGS.HGS DEBUG Node #1 :: average = []
 2015-06-23 23:47:42840 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout :: next candidate
 2015-06-23 23:47:42840 50672 algorithms.HGS.HGS DEBUG Node #0 . branch_reduction
 2015-06-23 23:47:42840 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter yielding cost 50
 2015-06-23 23:47:42840 50672 algorithms.HGS.HGS DEBUG HGS.opulation_generator :: yield cost 225
 2015-06-23 23:47:42840 50672 algorithms.HGS.HGS DEBUG Create HGSProxy <algorithms.HGS.HGS.HGS.HGSProxy object at 0x10ebabc88>
 2015-06-23 23:47:42841 50672 algorithms.HGS.HGS DEBUG HGS.population_generator :: loop
 2015-06-23 23:47:42841 50672 algorithms.HGS.HGS DEBUG HGS.get_nodes(include_finished=False)
 2015-06-23 23:47:42841 50672 algorithms.HGS.HGS DEBUG HGS.get_nodes :: yielding #0
 2015-06-23 23:47:42841 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter()
 2015-06-23 23:47:42841 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop
 2015-06-23 23:47:42851 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 0 while having 75 indivs
 2015-06-23 23:47:42873 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 25 while having 75 indivs
 2015-06-23 23:47:42895 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 25 while having 75 indivs
 2015-06-23 23:47:42895 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout()
 2015-06-23 23:47:42923 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout :: candidate [0.062001859127447066, 0.5143137141251523, 0.5134315740061026, 0.45535938442134805, 0.5114386586113059, 0.5695572167493151, 0.5198182836633594, 0.49663352231385605, 0.5225586007605274, 0.5365859064130634]
 2015-06-23 23:47:42923 50672 algorithms.HGS.HGS DEBUG Node #1 :: Wow, last_proxy=None and someone wanted the population. self=<algorithms.HGS.HGS.HGS.Node object at 0x10ebbbcf8>
 2015-06-23 23:47:42924 50672 algorithms.HGS.HGS DEBUG Node #1 :: average = []
 2015-06-23 23:47:42924 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout :: next candidate
 2015-06-23 23:47:42926 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout :: candidate [0.06191604377189163, 0.5202172268215616, 0.5192990641863813, 0.485136059505766, 0.5635343159001476, 0.5141237129896948, 0.5323179235249623, 0.4439828784962034, 0.5011797576826967, 0.5191499485871237]
 2015-06-23 23:47:42926 50672 algorithms.HGS.HGS DEBUG Node #1 :: Wow, last_proxy=None and someone wanted the population. self=<algorithms.HGS.HGS.HGS.Node object at 0x10ebbbcf8>
 2015-06-23 23:47:42926 50672 algorithms.HGS.HGS DEBUG Node #1 :: average = []
 2015-06-23 23:47:42927 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout :: next candidate
 2015-06-23 23:47:42927 50672 algorithms.HGS.HGS DEBUG Node #0 . branch_reduction
 2015-06-23 23:47:42927 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter yielding cost 50
 2015-06-23 23:47:42927 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop
 2015-06-23 23:47:42937 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 0 while having 75 indivs
 2015-06-23 23:47:42959 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 25 while having 75 indivs
 2015-06-23 23:47:42980 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 25 while having 75 indivs
 2015-06-23 23:47:42980 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout()
 2015-06-23 23:47:435 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout :: candidate [0.06023598422075706, 0.5058613565872667, 0.5206298900769711, 0.46785599889156093, 0.5259623969949705, 0.5217718007677288, 0.5219169321497901, 0.48640658107043827, 0.5091021802981587, 0.5315287679599415]
 2015-06-23 23:47:435 50672 algorithms.HGS.HGS DEBUG Node #1 :: Wow, last_proxy=None and someone wanted the population. self=<algorithms.HGS.HGS.HGS.Node object at 0x10ebbbcf8>
 2015-06-23 23:47:435 50672 algorithms.HGS.HGS DEBUG Node #1 :: average = []
 2015-06-23 23:47:435 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout :: next candidate
 2015-06-23 23:47:438 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout :: candidate [0.058512776628557917, 0.5051331901016635, 0.5237303554316531, 0.45722522447822006, 0.5165267813435197, 0.5137378322520622, 0.5209022147780742, 0.4906621210538011, 0.5011844345752259, 0.5366881596691133]
 2015-06-23 23:47:438 50672 algorithms.HGS.HGS DEBUG Node #1 :: Wow, last_proxy=None and someone wanted the population. self=<algorithms.HGS.HGS.HGS.Node object at 0x10ebbbcf8>
 2015-06-23 23:47:438 50672 algorithms.HGS.HGS DEBUG Node #1 :: average = []
 2015-06-23 23:47:438 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout :: next candidate
 2015-06-23 23:47:438 50672 algorithms.HGS.HGS DEBUG Node #0 . branch_reduction
 2015-06-23 23:47:438 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter yielding cost 50
 2015-06-23 23:47:438 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop
 2015-06-23 23:47:4317 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 0 while having 75 indivs
 2015-06-23 23:47:4338 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 25 while having 75 indivs
 2015-06-23 23:47:4362 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 25 while having 75 indivs
 2015-06-23 23:47:4362 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout()
 2015-06-23 23:47:4389 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout :: candidate [0.061041915689070796, 0.4852402047836657, 0.5151678457732338, 0.5209252910945728, 0.5154402579126472, 0.5126934482568191, 0.5308330222823695, 0.4905395354828425, 0.5031304675903709, 0.5219678755026788]
 2015-06-23 23:47:4389 50672 algorithms.HGS.HGS DEBUG Node #1 :: Wow, last_proxy=None and someone wanted the population. self=<algorithms.HGS.HGS.HGS.Node object at 0x10ebbbcf8>
 2015-06-23 23:47:4389 50672 algorithms.HGS.HGS DEBUG Node #1 :: average = []
 2015-06-23 23:47:4389 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout :: next candidate
 2015-06-23 23:47:4392 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout :: candidate [0.06055099168522742, 0.4996849377075016, 0.5208300659838582, 0.46875925265229823, 0.4988184465251888, 0.5174641847590307, 0.5169396577044758, 0.5075467236492688, 0.5040021484263674, 0.5336311024797019]
 2015-06-23 23:47:4392 50672 algorithms.HGS.HGS DEBUG Node #1 :: Wow, last_proxy=None and someone wanted the population. self=<algorithms.HGS.HGS.HGS.Node object at 0x10ebbbcf8>
 2015-06-23 23:47:4392 50672 algorithms.HGS.HGS DEBUG Node #1 :: average = []
 2015-06-23 23:47:4392 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout :: next candidate
 2015-06-23 23:47:4392 50672 algorithms.HGS.HGS DEBUG Node #0 . branch_reduction
 2015-06-23 23:47:4392 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter yielding cost 50
 2015-06-23 23:47:4392 50672 algorithms.HGS.HGS DEBUG HGS.get_nodes :: yielding #1
 2015-06-23 23:47:4392 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter()
 2015-06-23 23:47:4392 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop
 2015-06-23 23:47:4393 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 12 while having 18 indivs
 2015-06-23 23:47:4395 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 6 while having 18 indivs
 2015-06-23 23:47:4397 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 6 while having 18 indivs
 2015-06-23 23:47:4397 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout()
 2015-06-23 23:47:4397 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout :: not sprouting (D)
 2015-06-23 23:47:4397 50672 algorithms.HGS.HGS DEBUG Node #1 . branch_reduction
 2015-06-23 23:47:4397 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter yielding cost 24
 2015-06-23 23:47:4397 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop
 2015-06-23 23:47:4399 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 6 while having 18 indivs
 2015-06-23 23:47:43100 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 6 while having 18 indivs
 2015-06-23 23:47:43102 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 6 while having 18 indivs
 2015-06-23 23:47:43102 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout()
 2015-06-23 23:47:43104 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout :: candidate [0.23960430883433564, 2.026499964366907, 1.922941009780742, 1.5480862315580066, 1.98009680260082, 2.126027803448997, 1.9080828042516085, 1.531719537314204, 2.486897520995417, 1.9693586446269464]
 2015-06-23 23:47:43104 50672 algorithms.HGS.HGS DEBUG Creating Node 2
 2015-06-23 23:47:43104 50672 algorithms.HGS.HGS DEBUG Node #2 creating driver with 4 indivs
 2015-06-23 23:47:43104 50672 algorithms.HGS.HGS DEBUG Node #1 . sprouting: 1:1 -> 2
 2015-06-23 23:47:43104 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout :: candidate [0.2380761827894842, 1.9865041206566079, 1.8888831169842595, 1.5625695447221435, 2.071639584417814, 2.0639130296919643, 2.073599355434323, 1.4927784683283163, 2.470784246488727, 1.9408169833783218]
 2015-06-23 23:47:43104 50672 algorithms.HGS.HGS DEBUG Node #2 :: Wow, last_proxy=None and someone wanted the population. self=<algorithms.HGS.HGS.HGS.Node object at 0x10e197c88>
 2015-06-23 23:47:43104 50672 algorithms.HGS.HGS DEBUG Node #2 :: average = []
 2015-06-23 23:47:43104 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout :: next candidate
 2015-06-23 23:47:43105 50672 algorithms.HGS.HGS DEBUG Node #1 . branch_reduction
 2015-06-23 23:47:43105 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter yielding cost 18
 2015-06-23 23:47:43105 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop
 2015-06-23 23:47:43105 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 0 while having 18 indivs
 2015-06-23 23:47:43107 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 6 while having 18 indivs
 2015-06-23 23:47:43109 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 6 while having 18 indivs
 2015-06-23 23:47:43109 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout()
 2015-06-23 23:47:43111 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout :: candidate [0.23641339459058186, 2.0256935999880348, 1.95676419192401, 1.5438482158449016, 2.004247259432734, 2.0785164592520857, 1.994735213374808, 1.473553305923227, 2.479231648540232, 1.9390786487974478]
 2015-06-23 23:47:43111 50672 algorithms.HGS.HGS DEBUG Node #2 :: Wow, last_proxy=None and someone wanted the population. self=<algorithms.HGS.HGS.HGS.Node object at 0x10e197c88>
 2015-06-23 23:47:43111 50672 algorithms.HGS.HGS DEBUG Node #2 :: average = []
 2015-06-23 23:47:43111 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout :: next candidate
 2015-06-23 23:47:43111 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout :: candidate [0.23749643240281365, 2.0277471078274263, 1.9920524901125738, 1.539373800755758, 1.9710144547097252, 2.0841203317890615, 2.0159400572675747, 1.4423593102332688, 2.48163524506593, 1.95008324873525]
 2015-06-23 23:47:43111 50672 algorithms.HGS.HGS DEBUG Node #2 :: Wow, last_proxy=None and someone wanted the population. self=<algorithms.HGS.HGS.HGS.Node object at 0x10e197c88>
 2015-06-23 23:47:43111 50672 algorithms.HGS.HGS DEBUG Node #2 :: average = []
 2015-06-23 23:47:43111 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout :: next candidate
 2015-06-23 23:47:43111 50672 algorithms.HGS.HGS DEBUG Node #1 . branch_reduction
 2015-06-23 23:47:43111 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter yielding cost 12
 2015-06-23 23:47:43111 50672 algorithms.HGS.HGS DEBUG HGS.opulation_generator :: yield cost 204
 2015-06-23 23:47:43111 50672 algorithms.HGS.HGS DEBUG Create HGSProxy <algorithms.HGS.HGS.HGS.HGSProxy object at 0x10ebd66d8>
 2015-06-23 23:47:43112 50672 algorithms.HGS.HGS DEBUG HGS.population_generator :: loop
 2015-06-23 23:47:43112 50672 algorithms.HGS.HGS DEBUG HGS.get_nodes(include_finished=False)
 2015-06-23 23:47:43112 50672 algorithms.HGS.HGS DEBUG HGS.get_nodes :: yielding #0
 2015-06-23 23:47:43112 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter()
 2015-06-23 23:47:43112 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop
 2015-06-23 23:47:43123 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 0 while having 75 indivs
 2015-06-23 23:47:43145 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 25 while having 75 indivs
 2015-06-23 23:47:43169 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 25 while having 75 indivs
 2015-06-23 23:47:43170 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout()
 2015-06-23 23:47:43195 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout :: candidate [0.06857734355066211, 0.4879487774083597, 0.5121011336675807, 0.49463479323449794, 0.5202364576692244, 0.5229926572965808, 0.5218421133173375, 0.49483830029971193, 0.5051367296797264, 0.5283484298203714]
 2015-06-23 23:47:43196 50672 algorithms.HGS.HGS DEBUG Node #1 :: average = [0.23788691174457535, 2.0103909817380141, 1.9519798165661146, 1.5445801973545805, 1.9948280731683088, 2.0966925307157407, 1.9845345052812184, 1.4798602325203685, 2.4731228514088293, 1.9491926030795128]
 2015-06-23 23:47:43196 50672 algorithms.HGS.HGS DEBUG Creating Node 3
 2015-06-23 23:47:43196 50672 algorithms.HGS.HGS DEBUG Node #3 creating driver with 12 indivs
 2015-06-23 23:47:43196 50672 algorithms.HGS.HGS DEBUG Node #0 . sprouting: 0:6 -> 3
 2015-06-23 23:47:43199 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout :: candidate [0.061041915689070796, 0.4852402047836657, 0.5151678457732338, 0.5209252910945728, 0.5154402579126472, 0.5126934482568191, 0.5308330222823695, 0.4905395354828425, 0.5031304675903709, 0.5219678755026788]
 2015-06-23 23:47:43200 50672 algorithms.HGS.HGS DEBUG Node #1 :: average = [0.23788691174457535, 2.0103909817380141, 1.9519798165661146, 1.5445801973545805, 1.9948280731683088, 2.0966925307157407, 1.9845345052812184, 1.4798602325203685, 2.4731228514088293, 1.9491926030795128]
 2015-06-23 23:47:43200 50672 algorithms.HGS.HGS DEBUG Node #3 :: Wow, last_proxy=None and someone wanted the population. self=<algorithms.HGS.HGS.HGS.Node object at 0x10ebc3e48>
 2015-06-23 23:47:43200 50672 algorithms.HGS.HGS DEBUG Node #3 :: average = []
 2015-06-23 23:47:43200 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout :: next candidate
 2015-06-23 23:47:43200 50672 algorithms.HGS.HGS DEBUG Node #0 . branch_reduction
 2015-06-23 23:47:43201 50672 algorithms.HGS.HGS DEBUG Node #1 :: average = [0.23788691174457535, 2.0103909817380141, 1.9519798165661146, 1.5445801973545805, 1.9948280731683088, 2.0966925307157407, 1.9845345052812184, 1.4798602325203685, 2.4731228514088293, 1.9491926030795128]
 2015-06-23 23:47:43201 50672 algorithms.HGS.HGS DEBUG Node #3 :: Wow, last_proxy=None and someone wanted the population. self=<algorithms.HGS.HGS.HGS.Node object at 0x10ebc3e48>
 2015-06-23 23:47:43201 50672 algorithms.HGS.HGS DEBUG Node #3 :: average = []
 2015-06-23 23:47:43201 50672 algorithms.HGS.HGS DEBUG Node #0 . reducing #3
 2015-06-23 23:47:43201 50672 algorithms.HGS.HGS DEBUG Node #3 is finished
 2015-06-23 23:47:43201 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter yielding cost 50
 2015-06-23 23:47:43201 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop
 2015-06-23 23:47:43211 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 0 while having 75 indivs
 2015-06-23 23:47:43235 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 25 while having 75 indivs
 2015-06-23 23:47:43256 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 25 while having 75 indivs
 2015-06-23 23:47:43256 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout()
 2015-06-23 23:47:43284 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout :: candidate [0.060527884721028484, 0.5033028958144888, 0.5180900920829342, 0.49400272939721684, 0.5117939405894666, 0.5170872758181831, 0.5145015241628327, 0.5032487400658613, 0.5090284604200267, 0.5230183622935562]
 2015-06-23 23:47:43284 50672 algorithms.HGS.HGS DEBUG Node #1 :: average = [0.23788691174457535, 2.0103909817380141, 1.9519798165661146, 1.5445801973545805, 1.9948280731683088, 2.0966925307157407, 1.9845345052812184, 1.4798602325203685, 2.4731228514088293, 1.9491926030795128]
 2015-06-23 23:47:43284 50672 algorithms.HGS.HGS DEBUG Node #3 :: Wow, last_proxy=None and someone wanted the population. self=<algorithms.HGS.HGS.HGS.Node object at 0x10ebc3e48>
 2015-06-23 23:47:43285 50672 algorithms.HGS.HGS DEBUG Node #3 :: average = []
 2015-06-23 23:47:43285 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout :: next candidate
 2015-06-23 23:47:43285 50672 algorithms.HGS.HGS DEBUG Node #0 . branch_reduction
 2015-06-23 23:47:43285 50672 algorithms.HGS.HGS DEBUG Node #3 is finished
 2015-06-23 23:47:43285 50672 algorithms.HGS.HGS DEBUG Node #3 is finished
 2015-06-23 23:47:43285 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter yielding cost 50
 2015-06-23 23:47:43285 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop
 2015-06-23 23:47:43295 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 0 while having 75 indivs
 2015-06-23 23:47:43317 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 25 while having 75 indivs
 2015-06-23 23:47:43339 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 25 while having 75 indivs
 2015-06-23 23:47:43339 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout()
 2015-06-23 23:47:43364 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout :: candidate [0.060527884721028484, 0.5033028958144888, 0.5180900920829342, 0.49400272939721684, 0.5117939405894666, 0.5170872758181831, 0.5145015241628327, 0.5032487400658613, 0.5090284604200267, 0.5230183622935562]
 2015-06-23 23:47:43365 50672 algorithms.HGS.HGS DEBUG Node #1 :: average = [0.23788691174457535, 2.0103909817380141, 1.9519798165661146, 1.5445801973545805, 1.9948280731683088, 2.0966925307157407, 1.9845345052812184, 1.4798602325203685, 2.4731228514088293, 1.9491926030795128]
 2015-06-23 23:47:43365 50672 algorithms.HGS.HGS DEBUG Node #3 :: Wow, last_proxy=None and someone wanted the population. self=<algorithms.HGS.HGS.HGS.Node object at 0x10ebc3e48>
 2015-06-23 23:47:43366 50672 algorithms.HGS.HGS DEBUG Node #3 :: average = []
 2015-06-23 23:47:43366 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout :: next candidate
 2015-06-23 23:47:43366 50672 algorithms.HGS.HGS DEBUG Node #0 . branch_reduction
 2015-06-23 23:47:43366 50672 algorithms.HGS.HGS DEBUG Node #3 is finished
 2015-06-23 23:47:43366 50672 algorithms.HGS.HGS DEBUG Node #3 is finished
 2015-06-23 23:47:43366 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter yielding cost 50
 2015-06-23 23:47:43366 50672 algorithms.HGS.HGS DEBUG HGS.get_nodes :: yielding #1
 2015-06-23 23:47:43366 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter()
 2015-06-23 23:47:43366 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop
 2015-06-23 23:47:43367 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 0 while having 18 indivs
 2015-06-23 23:47:43368 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 6 while having 18 indivs
 2015-06-23 23:47:43370 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 6 while having 18 indivs
 2015-06-23 23:47:43370 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout()
 2015-06-23 23:47:43372 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout :: candidate [0.23641339459058186, 2.0256935999880348, 1.95676419192401, 1.5438482158449016, 2.004247259432734, 2.0785164592520857, 1.994735213374808, 1.473553305923227, 2.479231648540232, 1.9390786487974478]
 2015-06-23 23:47:43372 50672 algorithms.HGS.HGS DEBUG Node #2 :: Wow, last_proxy=None and someone wanted the population. self=<algorithms.HGS.HGS.HGS.Node object at 0x10e197c88>
 2015-06-23 23:47:43372 50672 algorithms.HGS.HGS DEBUG Node #2 :: average = []
 2015-06-23 23:47:43372 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout :: next candidate
 2015-06-23 23:47:43372 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout :: candidate [0.23749643240281365, 2.0006621025166873, 1.9920524901125738, 1.539373800755758, 1.9710144547097252, 2.0841203317890615, 2.0159400572675747, 1.4423593102332688, 2.48163524506593, 1.95008324873525]
 2015-06-23 23:47:43372 50672 algorithms.HGS.HGS DEBUG Node #2 :: Wow, last_proxy=None and someone wanted the population. self=<algorithms.HGS.HGS.HGS.Node object at 0x10e197c88>
 2015-06-23 23:47:43372 50672 algorithms.HGS.HGS DEBUG Node #2 :: average = []
 2015-06-23 23:47:43373 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout :: next candidate
 2015-06-23 23:47:43373 50672 algorithms.HGS.HGS DEBUG Node #1 . branch_reduction
 2015-06-23 23:47:43373 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter yielding cost 12
 2015-06-23 23:47:43373 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop
 2015-06-23 23:47:43374 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 0 while having 18 indivs
 2015-06-23 23:47:43375 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 6 while having 18 indivs
 2015-06-23 23:47:43377 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 6 while having 18 indivs
 2015-06-23 23:47:43377 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout()
 2015-06-23 23:47:43379 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout :: candidate [0.245674476046666, 2.0229396459293505, 1.9875467397114301, 1.5436772238158463, 1.9940451707089322, 1.9917312370279394, 2.013332959689898, 1.4674860787654787, 2.4815907385479905, 1.9442720459815679]
 2015-06-23 23:47:43379 50672 algorithms.HGS.HGS DEBUG Node #2 :: Wow, last_proxy=None and someone wanted the population. self=<algorithms.HGS.HGS.HGS.Node object at 0x10e197c88>
 2015-06-23 23:47:43379 50672 algorithms.HGS.HGS DEBUG Node #2 :: average = []
 2015-06-23 23:47:43379 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout :: next candidate
 2015-06-23 23:47:43379 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout :: candidate [0.2370321311607717, 2.014251147059123, 1.9852218176553162, 1.5427008978569807, 1.9828844911605485, 2.0838617281949996, 2.010834016638543, 1.4698330926587895, 2.4805136941117225, 1.9497434339068438]
 2015-06-23 23:47:43380 50672 algorithms.HGS.HGS DEBUG Node #2 :: Wow, last_proxy=None and someone wanted the population. self=<algorithms.HGS.HGS.HGS.Node object at 0x10e197c88>
 2015-06-23 23:47:43380 50672 algorithms.HGS.HGS DEBUG Node #2 :: average = []
 2015-06-23 23:47:43380 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout :: next candidate
 2015-06-23 23:47:43380 50672 algorithms.HGS.HGS DEBUG Node #1 . branch_reduction
 2015-06-23 23:47:43380 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter yielding cost 12
 2015-06-23 23:47:43380 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop
 2015-06-23 23:47:43381 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 0 while having 18 indivs
 2015-06-23 23:47:43382 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 6 while having 18 indivs
 2015-06-23 23:47:43384 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 6 while having 18 indivs
 2015-06-23 23:47:43384 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout()
 2015-06-23 23:47:43386 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout :: candidate [0.2456013472049663, 2.0187138654428645, 1.9870355109914621, 1.543615259769199, 1.9926541211546698, 2.0034243720696607, 2.0132027931893646, 1.468593382012305, 2.4814213463403636, 1.9462520469225748]
 2015-06-23 23:47:43386 50672 algorithms.HGS.HGS DEBUG Node #2 :: Wow, last_proxy=None and someone wanted the population. self=<algorithms.HGS.HGS.HGS.Node object at 0x10e197c88>
 2015-06-23 23:47:43386 50672 algorithms.HGS.HGS DEBUG Node #2 :: average = []
 2015-06-23 23:47:43386 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout :: next candidate
 2015-06-23 23:47:43386 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout :: candidate [0.245674476046666, 2.0229396459293505, 1.9875467397114301, 1.5436772238158463, 1.9940451707089322, 1.9917312370279394, 2.013332959689898, 1.4674860787654787, 2.4815907385479905, 1.9442720459815679]
 2015-06-23 23:47:43386 50672 algorithms.HGS.HGS DEBUG Node #2 :: Wow, last_proxy=None and someone wanted the population. self=<algorithms.HGS.HGS.HGS.Node object at 0x10e197c88>
 2015-06-23 23:47:43386 50672 algorithms.HGS.HGS DEBUG Node #2 :: average = []
 2015-06-23 23:47:43386 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout :: next candidate
 2015-06-23 23:47:43386 50672 algorithms.HGS.HGS DEBUG Node #1 . branch_reduction
 2015-06-23 23:47:43386 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter yielding cost 12
 2015-06-23 23:47:43386 50672 algorithms.HGS.HGS DEBUG HGS.get_nodes :: yielding #2
 2015-06-23 23:47:43386 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter()
 2015-06-23 23:47:43387 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop
 2015-06-23 23:47:43387 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 4 while having 6 indivs
 2015-06-23 23:47:43387 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:43388 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:43388 50672 algorithms.HGS.HGS DEBUG Node #2 . sprout()
 2015-06-23 23:47:43388 50672 algorithms.HGS.HGS DEBUG Node #2 . sprout :: not sprouting (C)
 2015-06-23 23:47:43388 50672 algorithms.HGS.HGS DEBUG Node #2 . branch_reduction
 2015-06-23 23:47:43388 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter yielding cost 8
 2015-06-23 23:47:43388 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop
 2015-06-23 23:47:43388 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:43388 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:43389 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:43389 50672 algorithms.HGS.HGS DEBUG Node #2 . sprout()
 2015-06-23 23:47:43389 50672 algorithms.HGS.HGS DEBUG Node #2 . sprout :: not sprouting (C)
 2015-06-23 23:47:43389 50672 algorithms.HGS.HGS DEBUG Node #2 . branch_reduction
 2015-06-23 23:47:43389 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter yielding cost 6
 2015-06-23 23:47:43389 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop
 2015-06-23 23:47:43389 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:43390 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:43390 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:43390 50672 algorithms.HGS.HGS DEBUG Node #2 . sprout()
 2015-06-23 23:47:43390 50672 algorithms.HGS.HGS DEBUG Node #2 . sprout :: not sprouting (C)
 2015-06-23 23:47:43390 50672 algorithms.HGS.HGS DEBUG Node #2 . branch_reduction
 2015-06-23 23:47:43390 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter yielding cost 6
 2015-06-23 23:47:43390 50672 algorithms.HGS.HGS DEBUG HGS.opulation_generator :: yield cost 206
 2015-06-23 23:47:43390 50672 algorithms.HGS.HGS DEBUG Create HGSProxy <algorithms.HGS.HGS.HGS.HGSProxy object at 0x10ebde080>
 2015-06-23 23:47:43391 50672 algorithms.HGS.HGS DEBUG HGS.population_generator :: loop
 2015-06-23 23:47:43391 50672 algorithms.HGS.HGS DEBUG HGS.get_nodes(include_finished=False)
 2015-06-23 23:47:43391 50672 algorithms.HGS.HGS DEBUG HGS.get_nodes :: yielding #0
 2015-06-23 23:47:43391 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter()
 2015-06-23 23:47:43391 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop
 2015-06-23 23:47:43400 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 0 while having 75 indivs
 2015-06-23 23:47:43424 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 25 while having 75 indivs
 2015-06-23 23:47:43446 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 25 while having 75 indivs
 2015-06-23 23:47:43446 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout()
 2015-06-23 23:47:43473 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout :: candidate [0.06022368783095657, 0.5031502551341125, 0.5182630985690746, 0.4937278019116029, 0.5010120108563788, 0.5131884491723894, 0.5110142599967226, 0.5031280476498472, 0.5037772677606162, 0.5222613197831805]
 2015-06-23 23:47:43474 50672 algorithms.HGS.HGS DEBUG Node #1 :: average = [0.23997543663518153, 2.01553132449054, 1.9872135872192214, 1.5424489419022194, 1.9874394910965938, 2.0412751039006931, 2.0156927058722283, 1.4654769088095321, 2.481359899876765, 1.9473769186845296]
 2015-06-23 23:47:43474 50672 algorithms.HGS.HGS DEBUG Node #3 :: Wow, last_proxy=None and someone wanted the population. self=<algorithms.HGS.HGS.HGS.Node object at 0x10ebc3e48>
 2015-06-23 23:47:43474 50672 algorithms.HGS.HGS DEBUG Node #3 :: average = []
 2015-06-23 23:47:43474 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout :: next candidate
 2015-06-23 23:47:43474 50672 algorithms.HGS.HGS DEBUG Node #0 . branch_reduction
 2015-06-23 23:47:43474 50672 algorithms.HGS.HGS DEBUG Node #3 is finished
 2015-06-23 23:47:43474 50672 algorithms.HGS.HGS DEBUG Node #3 is finished
 2015-06-23 23:47:43474 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter yielding cost 50
 2015-06-23 23:47:43474 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop
 2015-06-23 23:47:43484 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 0 while having 75 indivs
 2015-06-23 23:47:43509 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 25 while having 75 indivs
 2015-06-23 23:47:43534 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 25 while having 75 indivs
 2015-06-23 23:47:43534 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout()
 2015-06-23 23:47:43559 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout :: candidate [0.05952909540940074, 0.4935926971908787, 0.5175829004648225, 0.5090238064501902, 0.5037023746583804, 0.5114611737561283, 0.5102630334231725, 0.505939683909056, 0.5035451980581839, 0.5118080172722231]
 2015-06-23 23:47:43560 50672 algorithms.HGS.HGS DEBUG Node #1 :: average = [0.23997543663518153, 2.01553132449054, 1.9872135872192214, 1.5424489419022194, 1.9874394910965938, 2.0412751039006931, 2.0156927058722283, 1.4654769088095321, 2.481359899876765, 1.9473769186845296]
 2015-06-23 23:47:43560 50672 algorithms.HGS.HGS DEBUG Node #3 :: Wow, last_proxy=None and someone wanted the population. self=<algorithms.HGS.HGS.HGS.Node object at 0x10ebc3e48>
 2015-06-23 23:47:43560 50672 algorithms.HGS.HGS DEBUG Node #3 :: average = []
 2015-06-23 23:47:43560 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout :: next candidate
 2015-06-23 23:47:43560 50672 algorithms.HGS.HGS DEBUG Node #0 . branch_reduction
 2015-06-23 23:47:43560 50672 algorithms.HGS.HGS DEBUG Node #3 is finished
 2015-06-23 23:47:43561 50672 algorithms.HGS.HGS DEBUG Node #3 is finished
 2015-06-23 23:47:43561 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter yielding cost 50
 2015-06-23 23:47:43561 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop
 2015-06-23 23:47:43570 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 0 while having 75 indivs
 2015-06-23 23:47:43591 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 25 while having 75 indivs
 2015-06-23 23:47:43613 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 25 while having 75 indivs
 2015-06-23 23:47:43613 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout()
 2015-06-23 23:47:43640 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout :: candidate [0.062449732273190894, 0.4999959065482642, 0.5057258147367227, 0.49222572267544157, 0.5040388392168978, 0.5123294826360056, 0.5070139200657497, 0.5043665475505908, 0.5049788335762971, 0.49827836382960344]
 2015-06-23 23:47:43641 50672 algorithms.HGS.HGS DEBUG Node #1 :: average = [0.23997543663518153, 2.01553132449054, 1.9872135872192214, 1.5424489419022194, 1.9874394910965938, 2.0412751039006931, 2.0156927058722283, 1.4654769088095321, 2.481359899876765, 1.9473769186845296]
 2015-06-23 23:47:43641 50672 algorithms.HGS.HGS DEBUG Node #3 :: Wow, last_proxy=None and someone wanted the population. self=<algorithms.HGS.HGS.HGS.Node object at 0x10ebc3e48>
 2015-06-23 23:47:43641 50672 algorithms.HGS.HGS DEBUG Node #3 :: average = []
 2015-06-23 23:47:43641 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout :: next candidate
 2015-06-23 23:47:43641 50672 algorithms.HGS.HGS DEBUG Node #0 . branch_reduction
 2015-06-23 23:47:43641 50672 algorithms.HGS.HGS DEBUG Node #3 is finished
 2015-06-23 23:47:43641 50672 algorithms.HGS.HGS DEBUG Node #3 is finished
 2015-06-23 23:47:43641 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter yielding cost 50
 2015-06-23 23:47:43641 50672 algorithms.HGS.HGS DEBUG HGS.get_nodes :: yielding #1
 2015-06-23 23:47:43641 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter()
 2015-06-23 23:47:43641 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop
 2015-06-23 23:47:43642 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 0 while having 18 indivs
 2015-06-23 23:47:43644 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 6 while having 18 indivs
 2015-06-23 23:47:43645 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 6 while having 18 indivs
 2015-06-23 23:47:43645 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout()
 2015-06-23 23:47:43647 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout :: candidate [0.23927703518252885, 2.0208325001629373, 1.9872590721310495, 1.5436272876714539, 1.992081326065436, 1.9988464866576194, 2.0115448127426507, 1.4686353874396734, 2.4815089704788607, 1.9484816358135904]
 2015-06-23 23:47:43648 50672 algorithms.HGS.HGS DEBUG Node #2 :: average = [0.60233303324568155, 4.8034695366739024, 4.8446738482225937, 3.9418833396093964, 4.9637080375039302, 5.5267959134078541, 4.823073559937022, 3.9439761560102546, 6.3807641598840368, 4.8939552298265925]
 2015-06-23 23:47:43648 50672 algorithms.HGS.HGS DEBUG Creating Node 4
 2015-06-23 23:47:43648 50672 algorithms.HGS.HGS DEBUG Node #4 creating driver with 4 indivs
 2015-06-23 23:47:43648 50672 algorithms.HGS.HGS DEBUG Node #1 . sprouting: 1:6 -> 4
 2015-06-23 23:47:43648 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout :: candidate [0.24695502473399836, 2.0168732509783025, 1.9862488550978594, 1.541289648201456, 1.991254645820426, 1.9980555646094789, 2.014610626792395, 1.4674537855637058, 2.4814973230893265, 1.9460971537117648]
 2015-06-23 23:47:43648 50672 algorithms.HGS.HGS DEBUG Node #2 :: average = [0.60233303324568155, 4.8034695366739024, 4.8446738482225937, 3.9418833396093964, 4.9637080375039302, 5.5267959134078541, 4.823073559937022, 3.9439761560102546, 6.3807641598840368, 4.8939552298265925]
 2015-06-23 23:47:43648 50672 algorithms.HGS.HGS DEBUG Node #4 :: Wow, last_proxy=None and someone wanted the population. self=<algorithms.HGS.HGS.HGS.Node object at 0x10ebd6c50>
 2015-06-23 23:47:43648 50672 algorithms.HGS.HGS DEBUG Node #4 :: average = []
 2015-06-23 23:47:43648 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout :: next candidate
 2015-06-23 23:47:43649 50672 algorithms.HGS.HGS DEBUG Node #1 . branch_reduction
 2015-06-23 23:47:43649 50672 algorithms.HGS.HGS DEBUG Node #2 :: average = [0.60233303324568155, 4.8034695366739024, 4.8446738482225937, 3.9418833396093964, 4.9637080375039302, 5.5267959134078541, 4.823073559937022, 3.9439761560102546, 6.3807641598840368, 4.8939552298265925]
 2015-06-23 23:47:43649 50672 algorithms.HGS.HGS DEBUG Node #4 :: Wow, last_proxy=None and someone wanted the population. self=<algorithms.HGS.HGS.HGS.Node object at 0x10ebd6c50>
 2015-06-23 23:47:43649 50672 algorithms.HGS.HGS DEBUG Node #4 :: average = []
 2015-06-23 23:47:43649 50672 algorithms.HGS.HGS DEBUG Node #1 . reducing #4
 2015-06-23 23:47:43649 50672 algorithms.HGS.HGS DEBUG Node #4 is finished
 2015-06-23 23:47:43649 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter yielding cost 12
 2015-06-23 23:47:43649 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop
 2015-06-23 23:47:43650 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 0 while having 18 indivs
 2015-06-23 23:47:43651 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 6 while having 18 indivs
 2015-06-23 23:47:43653 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 6 while having 18 indivs
 2015-06-23 23:47:43653 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout()
 2015-06-23 23:47:43655 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout :: candidate [0.2455527533304256, 2.018097416205447, 1.9876853361434437, 1.5424320818517399, 1.9913093821570194, 1.9992838222374074, 2.014921235279032, 1.4685878603329752, 2.4815029609818273, 1.9478322177825742]
 2015-06-23 23:47:43655 50672 algorithms.HGS.HGS DEBUG Node #2 :: average = [0.60233303324568155, 4.8034695366739024, 4.8446738482225937, 3.9418833396093964, 4.9637080375039302, 5.5267959134078541, 4.823073559937022, 3.9439761560102546, 6.3807641598840368, 4.8939552298265925]
 2015-06-23 23:47:43655 50672 algorithms.HGS.HGS DEBUG Node #4 :: Wow, last_proxy=None and someone wanted the population. self=<algorithms.HGS.HGS.HGS.Node object at 0x10ebd6c50>
 2015-06-23 23:47:43655 50672 algorithms.HGS.HGS DEBUG Node #4 :: average = []
 2015-06-23 23:47:43655 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout :: next candidate
 2015-06-23 23:47:43655 50672 algorithms.HGS.HGS DEBUG Node #1 . branch_reduction
 2015-06-23 23:47:43655 50672 algorithms.HGS.HGS DEBUG Node #4 is finished
 2015-06-23 23:47:43656 50672 algorithms.HGS.HGS DEBUG Node #4 is finished
 2015-06-23 23:47:43656 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter yielding cost 12
 2015-06-23 23:47:43656 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop
 2015-06-23 23:47:43656 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 0 while having 18 indivs
 2015-06-23 23:47:43658 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 6 while having 18 indivs
 2015-06-23 23:47:43660 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 6 while having 18 indivs
 2015-06-23 23:47:43660 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout()
 2015-06-23 23:47:43661 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout :: candidate [0.24470835229275564, 2.020022365500529, 1.9872588260456878, 1.542569086833021, 1.9925430167853244, 1.9987930295160765, 2.014489005056908, 1.468305860227345, 2.4976647501743177, 1.9481697923533865]
 2015-06-23 23:47:43662 50672 algorithms.HGS.HGS DEBUG Node #2 :: average = [0.60233303324568155, 4.8034695366739024, 4.8446738482225937, 3.9418833396093964, 4.9637080375039302, 5.5267959134078541, 4.823073559937022, 3.9439761560102546, 6.3807641598840368, 4.8939552298265925]
 2015-06-23 23:47:43662 50672 algorithms.HGS.HGS DEBUG Node #4 :: Wow, last_proxy=None and someone wanted the population. self=<algorithms.HGS.HGS.HGS.Node object at 0x10ebd6c50>
 2015-06-23 23:47:43662 50672 algorithms.HGS.HGS DEBUG Node #4 :: average = []
 2015-06-23 23:47:43662 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout :: next candidate
 2015-06-23 23:47:43662 50672 algorithms.HGS.HGS DEBUG Node #1 . branch_reduction
 2015-06-23 23:47:43662 50672 algorithms.HGS.HGS DEBUG Node #4 is finished
 2015-06-23 23:47:43662 50672 algorithms.HGS.HGS DEBUG Node #4 is finished
 2015-06-23 23:47:43662 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter yielding cost 12
 2015-06-23 23:47:43662 50672 algorithms.HGS.HGS DEBUG Node #3 is finished
 2015-06-23 23:47:43662 50672 algorithms.HGS.HGS DEBUG HGS.get_nodes :: not yielding #3
 2015-06-23 23:47:43662 50672 algorithms.HGS.HGS DEBUG HGS.get_nodes :: yielding #2
 2015-06-23 23:47:43662 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter()
 2015-06-23 23:47:43662 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop
 2015-06-23 23:47:43663 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 0 while having 6 indivs
 2015-06-23 23:47:43663 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:43663 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:43663 50672 algorithms.HGS.HGS DEBUG Node #2 . sprout()
 2015-06-23 23:47:43663 50672 algorithms.HGS.HGS DEBUG Node #2 . sprout :: not sprouting (C)
 2015-06-23 23:47:43663 50672 algorithms.HGS.HGS DEBUG Node #2 . branch_reduction
 2015-06-23 23:47:43663 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter yielding cost 4
 2015-06-23 23:47:43663 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop
 2015-06-23 23:47:43664 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:43664 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:43664 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:43665 50672 algorithms.HGS.HGS DEBUG Node #2 . sprout()
 2015-06-23 23:47:43665 50672 algorithms.HGS.HGS DEBUG Node #2 . sprout :: not sprouting (C)
 2015-06-23 23:47:43665 50672 algorithms.HGS.HGS DEBUG Node #2 . branch_reduction
 2015-06-23 23:47:43665 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter yielding cost 6
 2015-06-23 23:47:43665 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop
 2015-06-23 23:47:43665 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:43665 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:43666 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:43666 50672 algorithms.HGS.HGS DEBUG Node #2 . sprout()
 2015-06-23 23:47:43666 50672 algorithms.HGS.HGS DEBUG Node #2 . sprout :: not sprouting (C)
 2015-06-23 23:47:43666 50672 algorithms.HGS.HGS DEBUG Node #2 . branch_reduction
 2015-06-23 23:47:43666 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter yielding cost 6
 2015-06-23 23:47:43666 50672 algorithms.HGS.HGS DEBUG HGS.opulation_generator :: yield cost 202
 2015-06-23 23:47:43666 50672 algorithms.HGS.HGS DEBUG Create HGSProxy <algorithms.HGS.HGS.HGS.HGSProxy object at 0x10ebde518>
 2015-06-23 23:47:43666 50672 algorithms.HGS.HGS DEBUG HGS.population_generator :: loop
 2015-06-23 23:47:43666 50672 algorithms.HGS.HGS DEBUG HGS.get_nodes(include_finished=False)
 2015-06-23 23:47:43666 50672 algorithms.HGS.HGS DEBUG HGS.get_nodes :: yielding #0
 2015-06-23 23:47:43666 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter()
 2015-06-23 23:47:43666 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop
 2015-06-23 23:47:43678 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 0 while having 75 indivs
 2015-06-23 23:47:43703 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 25 while having 75 indivs
 2015-06-23 23:47:43729 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 25 while having 75 indivs
 2015-06-23 23:47:43729 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout()
 2015-06-23 23:47:43757 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout :: candidate [0.06225550574883711, 0.5008257908336737, 0.5058424909351557, 0.4964827963011959, 0.5047644708187539, 0.5137135450963186, 0.5095365439150266, 0.5036889331989555, 0.5046459853419276, 0.5044047643026955]
 2015-06-23 23:47:43758 50672 algorithms.HGS.HGS DEBUG Node #1 :: average = [0.24354283486993736, 2.0190092699124254, 1.9907896484829131, 1.5426194682456826, 1.9918328405697034, 2.0000191765512598, 2.0138509402343465, 1.4684730322042803, 2.4872746493804905, 1.9479913356254548]
 2015-06-23 23:47:43758 50672 algorithms.HGS.HGS DEBUG Node #3 :: Wow, last_proxy=None and someone wanted the population. self=<algorithms.HGS.HGS.HGS.Node object at 0x10ebc3e48>
 2015-06-23 23:47:43758 50672 algorithms.HGS.HGS DEBUG Node #3 :: average = []
 2015-06-23 23:47:43758 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout :: next candidate
 2015-06-23 23:47:43758 50672 algorithms.HGS.HGS DEBUG Node #0 . branch_reduction
 2015-06-23 23:47:43758 50672 algorithms.HGS.HGS DEBUG Node #3 is finished
 2015-06-23 23:47:43758 50672 algorithms.HGS.HGS DEBUG Node #3 is finished
 2015-06-23 23:47:43758 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter yielding cost 50
 2015-06-23 23:47:43758 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop
 2015-06-23 23:47:43768 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 0 while having 75 indivs
 2015-06-23 23:47:43789 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 25 while having 75 indivs
 2015-06-23 23:47:43812 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 25 while having 75 indivs
 2015-06-23 23:47:43813 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout()
 2015-06-23 23:47:43836 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout :: candidate [0.06225550574883711, 0.5008257908336737, 0.5058424909351557, 0.4964827963011959, 0.5047644708187539, 0.5137135450963186, 0.5095365439150266, 0.5036889331989555, 0.5046459853419276, 0.5044047643026955]
 2015-06-23 23:47:43837 50672 algorithms.HGS.HGS DEBUG Node #1 :: average = [0.24354283486993736, 2.0190092699124254, 1.9907896484829131, 1.5426194682456826, 1.9918328405697034, 2.0000191765512598, 2.0138509402343465, 1.4684730322042803, 2.4872746493804905, 1.9479913356254548]
 2015-06-23 23:47:43837 50672 algorithms.HGS.HGS DEBUG Node #3 :: Wow, last_proxy=None and someone wanted the population. self=<algorithms.HGS.HGS.HGS.Node object at 0x10ebc3e48>
 2015-06-23 23:47:43837 50672 algorithms.HGS.HGS DEBUG Node #3 :: average = []
 2015-06-23 23:47:43837 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout :: next candidate
 2015-06-23 23:47:43837 50672 algorithms.HGS.HGS DEBUG Node #0 . branch_reduction
 2015-06-23 23:47:43837 50672 algorithms.HGS.HGS DEBUG Node #3 is finished
 2015-06-23 23:47:43837 50672 algorithms.HGS.HGS DEBUG Node #3 is finished
 2015-06-23 23:47:43837 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter yielding cost 50
 2015-06-23 23:47:43837 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop
 2015-06-23 23:47:43847 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 0 while having 75 indivs
 2015-06-23 23:47:43869 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 25 while having 75 indivs
 2015-06-23 23:47:43891 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 25 while having 75 indivs
 2015-06-23 23:47:43891 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout()
 2015-06-23 23:47:43915 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout :: candidate [0.06764360184113008, 0.49999891266879687, 0.5088115300515215, 0.49622606073743036, 0.5039955321485631, 0.5125068194805797, 0.5083643678255405, 0.5043777317794818, 0.5049746963271133, 0.5001142976440134]
 2015-06-23 23:47:43916 50672 algorithms.HGS.HGS DEBUG Node #1 :: average = [0.24354283486993736, 2.0190092699124254, 1.9907896484829131, 1.5426194682456826, 1.9918328405697034, 2.0000191765512598, 2.0138509402343465, 1.4684730322042803, 2.4872746493804905, 1.9479913356254548]
 2015-06-23 23:47:43916 50672 algorithms.HGS.HGS DEBUG Node #3 :: Wow, last_proxy=None and someone wanted the population. self=<algorithms.HGS.HGS.HGS.Node object at 0x10ebc3e48>
 2015-06-23 23:47:43916 50672 algorithms.HGS.HGS DEBUG Node #3 :: average = []
 2015-06-23 23:47:43917 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout :: next candidate
 2015-06-23 23:47:43917 50672 algorithms.HGS.HGS DEBUG Node #0 . branch_reduction
 2015-06-23 23:47:43917 50672 algorithms.HGS.HGS DEBUG Node #3 is finished
 2015-06-23 23:47:43917 50672 algorithms.HGS.HGS DEBUG Node #3 is finished
 2015-06-23 23:47:43917 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter yielding cost 50
 2015-06-23 23:47:43917 50672 algorithms.HGS.HGS DEBUG HGS.get_nodes :: yielding #1
 2015-06-23 23:47:43917 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter()
 2015-06-23 23:47:43917 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop
 2015-06-23 23:47:43918 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 0 while having 18 indivs
 2015-06-23 23:47:43919 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 6 while having 18 indivs
 2015-06-23 23:47:43921 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 6 while having 18 indivs
 2015-06-23 23:47:43921 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout()
 2015-06-23 23:47:43923 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout :: candidate [0.24555717421686707, 2.018094198401966, 2.0222620915844574, 1.542113116710356, 1.9914360154863808, 2.0004364260752707, 2.0149062014960317, 1.493772503187643, 2.498046311414286, 1.9868855004534234]
 2015-06-23 23:47:43923 50672 algorithms.HGS.HGS DEBUG Node #2 :: average = [0.60233480837842657, 4.8026613985764657, 4.9238117295315371, 3.9418935606320535, 4.9637047848213207, 5.5032457672811592, 4.8223788750028964, 3.9437479185093416, 6.3898073794732584, 4.8970231700635996]
 2015-06-23 23:47:43923 50672 algorithms.HGS.HGS DEBUG Node #4 :: Wow, last_proxy=None and someone wanted the population. self=<algorithms.HGS.HGS.HGS.Node object at 0x10ebd6c50>
 2015-06-23 23:47:43923 50672 algorithms.HGS.HGS DEBUG Node #4 :: average = []
 2015-06-23 23:47:43923 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout :: next candidate
 2015-06-23 23:47:43923 50672 algorithms.HGS.HGS DEBUG Node #1 . branch_reduction
 2015-06-23 23:47:43924 50672 algorithms.HGS.HGS DEBUG Node #4 is finished
 2015-06-23 23:47:43924 50672 algorithms.HGS.HGS DEBUG Node #4 is finished
 2015-06-23 23:47:43924 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter yielding cost 12
 2015-06-23 23:47:43924 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop
 2015-06-23 23:47:43924 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 0 while having 18 indivs
 2015-06-23 23:47:43926 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 6 while having 18 indivs
 2015-06-23 23:47:43928 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 6 while having 18 indivs
 2015-06-23 23:47:43928 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout()
 2015-06-23 23:47:43930 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout :: candidate [0.2453946775441875, 2.015754411023593, 2.0166831529933478, 1.5383477786559088, 1.9919938344561416, 1.9998493028303088, 2.0148248889521896, 1.4812315785145567, 2.4960548799913123, 1.9938850558149275]
 2015-06-23 23:47:43930 50672 algorithms.HGS.HGS DEBUG Node #2 :: average = [0.60233480837842657, 4.8026613985764657, 4.9238117295315371, 3.9418935606320535, 4.9637047848213207, 5.5032457672811592, 4.8223788750028964, 3.9437479185093416, 6.3898073794732584, 4.8970231700635996]
 2015-06-23 23:47:43930 50672 algorithms.HGS.HGS DEBUG Node #4 :: Wow, last_proxy=None and someone wanted the population. self=<algorithms.HGS.HGS.HGS.Node object at 0x10ebd6c50>
 2015-06-23 23:47:43930 50672 algorithms.HGS.HGS DEBUG Node #4 :: average = []
 2015-06-23 23:47:43930 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout :: next candidate
 2015-06-23 23:47:43930 50672 algorithms.HGS.HGS DEBUG Node #1 . branch_reduction
 2015-06-23 23:47:43930 50672 algorithms.HGS.HGS DEBUG Node #4 is finished
 2015-06-23 23:47:43930 50672 algorithms.HGS.HGS DEBUG Node #4 is finished
 2015-06-23 23:47:43930 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter yielding cost 12
 2015-06-23 23:47:43930 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop
 2015-06-23 23:47:43931 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 0 while having 18 indivs
 2015-06-23 23:47:43933 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 6 while having 18 indivs
 2015-06-23 23:47:43934 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 6 while having 18 indivs
 2015-06-23 23:47:43934 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout()
 2015-06-23 23:47:43936 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout :: candidate [0.24555665409899485, 2.015995799199349, 1.999378869172777, 1.5234420063580814, 1.9916670818854403, 2.000113701617615, 2.0148736430593663, 1.4781712511605054, 2.4964090260098657, 1.9853666397162921]
 2015-06-23 23:47:43936 50672 algorithms.HGS.HGS DEBUG Node #2 :: average = [0.60233480837842657, 4.8026613985764657, 4.9238117295315371, 3.9418935606320535, 4.9637047848213207, 5.5032457672811592, 4.8223788750028964, 3.9437479185093416, 6.3898073794732584, 4.8970231700635996]
 2015-06-23 23:47:43937 50672 algorithms.HGS.HGS DEBUG Node #4 :: Wow, last_proxy=None and someone wanted the population. self=<algorithms.HGS.HGS.HGS.Node object at 0x10ebd6c50>
 2015-06-23 23:47:43937 50672 algorithms.HGS.HGS DEBUG Node #4 :: average = []
 2015-06-23 23:47:43937 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout :: next candidate
 2015-06-23 23:47:43937 50672 algorithms.HGS.HGS DEBUG Node #1 . branch_reduction
 2015-06-23 23:47:43937 50672 algorithms.HGS.HGS DEBUG Node #4 is finished
 2015-06-23 23:47:43937 50672 algorithms.HGS.HGS DEBUG Node #4 is finished
 2015-06-23 23:47:43937 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter yielding cost 12
 2015-06-23 23:47:43937 50672 algorithms.HGS.HGS DEBUG Node #3 is finished
 2015-06-23 23:47:43937 50672 algorithms.HGS.HGS DEBUG HGS.get_nodes :: not yielding #3
 2015-06-23 23:47:43937 50672 algorithms.HGS.HGS DEBUG HGS.get_nodes :: yielding #2
 2015-06-23 23:47:43937 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter()
 2015-06-23 23:47:43937 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop
 2015-06-23 23:47:43937 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 0 while having 6 indivs
 2015-06-23 23:47:43938 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:43938 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:43938 50672 algorithms.HGS.HGS DEBUG Node #2 . sprout()
 2015-06-23 23:47:43938 50672 algorithms.HGS.HGS DEBUG Node #2 . sprout :: not sprouting (C)
 2015-06-23 23:47:43938 50672 algorithms.HGS.HGS DEBUG Node #2 . branch_reduction
 2015-06-23 23:47:43938 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter yielding cost 4
 2015-06-23 23:47:43938 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop
 2015-06-23 23:47:43939 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:43939 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:43939 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:43940 50672 algorithms.HGS.HGS DEBUG Node #2 . sprout()
 2015-06-23 23:47:43940 50672 algorithms.HGS.HGS DEBUG Node #2 . sprout :: not sprouting (C)
 2015-06-23 23:47:43940 50672 algorithms.HGS.HGS DEBUG Node #2 . branch_reduction
 2015-06-23 23:47:43940 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter yielding cost 6
 2015-06-23 23:47:43940 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop
 2015-06-23 23:47:43940 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:43940 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:43941 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:43941 50672 algorithms.HGS.HGS DEBUG Node #2 . sprout()
 2015-06-23 23:47:43941 50672 algorithms.HGS.HGS DEBUG Node #2 . sprout :: not sprouting (C)
 2015-06-23 23:47:43941 50672 algorithms.HGS.HGS DEBUG Node #2 . branch_reduction
 2015-06-23 23:47:43941 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter yielding cost 6
 2015-06-23 23:47:43941 50672 algorithms.HGS.HGS DEBUG Node #4 is finished
 2015-06-23 23:47:43941 50672 algorithms.HGS.HGS DEBUG HGS.get_nodes :: not yielding #4
 2015-06-23 23:47:43941 50672 algorithms.HGS.HGS DEBUG HGS.opulation_generator :: yield cost 202
 2015-06-23 23:47:43941 50672 algorithms.HGS.HGS DEBUG Create HGSProxy <algorithms.HGS.HGS.HGS.HGSProxy object at 0x10ebdeba8>
 2015-06-23 23:47:43941 50672 algorithms.HGS.HGS DEBUG HGS.population_generator :: loop
 2015-06-23 23:47:43941 50672 algorithms.HGS.HGS DEBUG HGS.get_nodes(include_finished=False)
 2015-06-23 23:47:43941 50672 algorithms.HGS.HGS DEBUG HGS.get_nodes :: yielding #0
 2015-06-23 23:47:43941 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter()
 2015-06-23 23:47:43942 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop
 2015-06-23 23:47:43952 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 0 while having 75 indivs
 2015-06-23 23:47:43978 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 25 while having 75 indivs
 2015-06-23 23:47:442 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 25 while having 75 indivs
 2015-06-23 23:47:442 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout()
 2015-06-23 23:47:4432 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout :: candidate [0.0650369676192033, 0.5001435035988059, 0.5082694692897463, 0.5021970360318827, 0.507639789050963, 0.512515713558046, 0.5084998021305537, 0.5040720980747508, 0.5048418624993526, 0.5064186282459882]
 2015-06-23 23:47:4432 50672 algorithms.HGS.HGS DEBUG Node #1 :: average = [0.24539563387664765, 2.016221250172233, 2.0068212975285298, 1.531621362168474, 1.9917991328036528, 1.9999505933671271, 2.0148455219082808, 1.4815158515808815, 2.4961135166646877, 1.9857488902798368]
 2015-06-23 23:47:4433 50672 algorithms.HGS.HGS DEBUG Node #3 :: Wow, last_proxy=None and someone wanted the population. self=<algorithms.HGS.HGS.HGS.Node object at 0x10ebc3e48>
 2015-06-23 23:47:4433 50672 algorithms.HGS.HGS DEBUG Node #3 :: average = []
 2015-06-23 23:47:4433 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout :: next candidate
 2015-06-23 23:47:4433 50672 algorithms.HGS.HGS DEBUG Node #0 . branch_reduction
 2015-06-23 23:47:4433 50672 algorithms.HGS.HGS DEBUG Node #3 is finished
 2015-06-23 23:47:4433 50672 algorithms.HGS.HGS DEBUG Node #3 is finished
 2015-06-23 23:47:4433 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter yielding cost 50
 2015-06-23 23:47:4433 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop
 2015-06-23 23:47:4444 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 0 while having 75 indivs
 2015-06-23 23:47:4468 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 25 while having 75 indivs
 2015-06-23 23:47:4491 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 25 while having 75 indivs
 2015-06-23 23:47:4492 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout()
 2015-06-23 23:47:44119 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout :: candidate [0.06751754457928932, 0.5004364184510293, 0.5090322508686483, 0.49803029279445254, 0.5041127728606104, 0.5125755035369566, 0.5087211889585946, 0.5042664688523191, 0.5049434162956251, 0.5027709329971244]
 2015-06-23 23:47:44120 50672 algorithms.HGS.HGS DEBUG Node #1 :: average = [0.24539563387664765, 2.016221250172233, 2.0068212975285298, 1.531621362168474, 1.9917991328036528, 1.9999505933671271, 2.0148455219082808, 1.4815158515808815, 2.4961135166646877, 1.9857488902798368]
 2015-06-23 23:47:44120 50672 algorithms.HGS.HGS DEBUG Node #3 :: Wow, last_proxy=None and someone wanted the population. self=<algorithms.HGS.HGS.HGS.Node object at 0x10ebc3e48>
 2015-06-23 23:47:44120 50672 algorithms.HGS.HGS DEBUG Node #3 :: average = []
 2015-06-23 23:47:44120 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout :: next candidate
 2015-06-23 23:47:44120 50672 algorithms.HGS.HGS DEBUG Node #0 . branch_reduction
 2015-06-23 23:47:44120 50672 algorithms.HGS.HGS DEBUG Node #3 is finished
 2015-06-23 23:47:44120 50672 algorithms.HGS.HGS DEBUG Node #3 is finished
 2015-06-23 23:47:44121 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter yielding cost 50
 2015-06-23 23:47:44121 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop
 2015-06-23 23:47:44131 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 0 while having 75 indivs
 2015-06-23 23:47:44155 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 25 while having 75 indivs
 2015-06-23 23:47:44177 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 25 while having 75 indivs
 2015-06-23 23:47:44177 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout()
 2015-06-23 23:47:44205 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout :: candidate [0.07326655332994794, 0.5001499469460138, 0.5086857694442732, 0.5034773315135603, 0.5041394147453858, 0.5129079481602477, 0.5093649688709274, 0.5041635394098578, 0.5047132848542805, 0.507164539163778]
 2015-06-23 23:47:44206 50672 algorithms.HGS.HGS DEBUG Node #1 :: average = [0.24539563387664765, 2.016221250172233, 2.0068212975285298, 1.531621362168474, 1.9917991328036528, 1.9999505933671271, 2.0148455219082808, 1.4815158515808815, 2.4961135166646877, 1.9857488902798368]
 2015-06-23 23:47:44206 50672 algorithms.HGS.HGS DEBUG Node #3 :: Wow, last_proxy=None and someone wanted the population. self=<algorithms.HGS.HGS.HGS.Node object at 0x10ebc3e48>
 2015-06-23 23:47:44206 50672 algorithms.HGS.HGS DEBUG Node #3 :: average = []
 2015-06-23 23:47:44206 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout :: next candidate
 2015-06-23 23:47:44206 50672 algorithms.HGS.HGS DEBUG Node #0 . branch_reduction
 2015-06-23 23:47:44206 50672 algorithms.HGS.HGS DEBUG Node #3 is finished
 2015-06-23 23:47:44206 50672 algorithms.HGS.HGS DEBUG Node #3 is finished
 2015-06-23 23:47:44206 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter yielding cost 50
 2015-06-23 23:47:44207 50672 algorithms.HGS.HGS DEBUG HGS.get_nodes :: yielding #1
 2015-06-23 23:47:44207 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter()
 2015-06-23 23:47:44207 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop
 2015-06-23 23:47:44207 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 0 while having 18 indivs
 2015-06-23 23:47:44209 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 6 while having 18 indivs
 2015-06-23 23:47:44211 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 6 while having 18 indivs
 2015-06-23 23:47:44211 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout()
 2015-06-23 23:47:44213 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout :: candidate [0.24534402368807004, 2.0157712475543392, 2.0151297366101466, 1.506435488102851, 1.9919197310834231, 1.9998642675477922, 2.0148366164225973, 1.4989696126194823, 2.4956291557163874, 1.9868643717948031]
 2015-06-23 23:47:44213 50672 algorithms.HGS.HGS DEBUG Node #2 :: average = [0.60233480837842657, 4.8026613985764657, 4.9238117295315371, 3.9418935606320535, 4.9637047848213207, 5.5059730696179612, 4.8715557157384488, 3.9437479185093416, 6.3898073794732584, 4.9657909648088623]
 2015-06-23 23:47:44213 50672 algorithms.HGS.HGS DEBUG Node #4 :: Wow, last_proxy=None and someone wanted the population. self=<algorithms.HGS.HGS.HGS.Node object at 0x10ebd6c50>
 2015-06-23 23:47:44213 50672 algorithms.HGS.HGS DEBUG Node #4 :: average = []
 2015-06-23 23:47:44213 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout :: next candidate
 2015-06-23 23:47:44214 50672 algorithms.HGS.HGS DEBUG Node #1 . branch_reduction
 2015-06-23 23:47:44214 50672 algorithms.HGS.HGS DEBUG Node #4 is finished
 2015-06-23 23:47:44214 50672 algorithms.HGS.HGS DEBUG Node #4 is finished
 2015-06-23 23:47:44214 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter yielding cost 12
 2015-06-23 23:47:44214 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop
 2015-06-23 23:47:44214 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 0 while having 18 indivs
 2015-06-23 23:47:44216 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 6 while having 18 indivs
 2015-06-23 23:47:44218 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 6 while having 18 indivs
 2015-06-23 23:47:44218 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout()
 2015-06-23 23:47:44220 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout :: candidate [0.24534402368807004, 2.0157712475543392, 2.0151297366101466, 1.506435488102851, 1.9919197310834231, 1.9998642675477922, 2.0148366164225973, 1.4989696126194823, 2.4956291557163874, 1.9868643717948031]
 2015-06-23 23:47:44220 50672 algorithms.HGS.HGS DEBUG Node #2 :: average = [0.60233480837842657, 4.8026613985764657, 4.9238117295315371, 3.9418935606320535, 4.9637047848213207, 5.5059730696179612, 4.8715557157384488, 3.9437479185093416, 6.3898073794732584, 4.9657909648088623]
 2015-06-23 23:47:44220 50672 algorithms.HGS.HGS DEBUG Node #4 :: Wow, last_proxy=None and someone wanted the population. self=<algorithms.HGS.HGS.HGS.Node object at 0x10ebd6c50>
 2015-06-23 23:47:44220 50672 algorithms.HGS.HGS DEBUG Node #4 :: average = []
 2015-06-23 23:47:44220 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout :: next candidate
 2015-06-23 23:47:44220 50672 algorithms.HGS.HGS DEBUG Node #1 . branch_reduction
 2015-06-23 23:47:44220 50672 algorithms.HGS.HGS DEBUG Node #4 is finished
 2015-06-23 23:47:44220 50672 algorithms.HGS.HGS DEBUG Node #4 is finished
 2015-06-23 23:47:44220 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter yielding cost 12
 2015-06-23 23:47:44220 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop
 2015-06-23 23:47:44221 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 0 while having 18 indivs
 2015-06-23 23:47:44222 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 6 while having 18 indivs
 2015-06-23 23:47:44224 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 6 while having 18 indivs
 2015-06-23 23:47:44224 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout()
 2015-06-23 23:47:44226 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout :: candidate [0.2454442761516213, 2.015887989884745, 2.013605461355895, 1.5111782465617392, 1.9919131356265076, 1.999868906051312, 2.0148358508791904, 1.4937409969127893, 2.496148325815048, 1.9959472525891486]
 2015-06-23 23:47:44226 50672 algorithms.HGS.HGS DEBUG Node #2 :: average = [0.60233480837842657, 4.8026613985764657, 4.9238117295315371, 3.9418935606320535, 4.9637047848213207, 5.5059730696179612, 4.8715557157384488, 3.9437479185093416, 6.3898073794732584, 4.9657909648088623]
 2015-06-23 23:47:44226 50672 algorithms.HGS.HGS DEBUG Node #4 :: Wow, last_proxy=None and someone wanted the population. self=<algorithms.HGS.HGS.HGS.Node object at 0x10ebd6c50>
 2015-06-23 23:47:44226 50672 algorithms.HGS.HGS DEBUG Node #4 :: average = []
 2015-06-23 23:47:44227 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout :: next candidate
 2015-06-23 23:47:44227 50672 algorithms.HGS.HGS DEBUG Node #1 . branch_reduction
 2015-06-23 23:47:44227 50672 algorithms.HGS.HGS DEBUG Node #4 is finished
 2015-06-23 23:47:44227 50672 algorithms.HGS.HGS DEBUG Node #4 is finished
 2015-06-23 23:47:44227 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter yielding cost 12
 2015-06-23 23:47:44227 50672 algorithms.HGS.HGS DEBUG Node #3 is finished
 2015-06-23 23:47:44227 50672 algorithms.HGS.HGS DEBUG HGS.get_nodes :: not yielding #3
 2015-06-23 23:47:44227 50672 algorithms.HGS.HGS DEBUG HGS.get_nodes :: yielding #2
 2015-06-23 23:47:44227 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter()
 2015-06-23 23:47:44227 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop
 2015-06-23 23:47:44227 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 0 while having 6 indivs
 2015-06-23 23:47:44228 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:44228 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:44228 50672 algorithms.HGS.HGS DEBUG Node #2 . sprout()
 2015-06-23 23:47:44228 50672 algorithms.HGS.HGS DEBUG Node #2 . sprout :: not sprouting (C)
 2015-06-23 23:47:44228 50672 algorithms.HGS.HGS DEBUG Node #2 . branch_reduction
 2015-06-23 23:47:44228 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter yielding cost 4
 2015-06-23 23:47:44228 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop
 2015-06-23 23:47:44229 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:44229 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:44229 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:44229 50672 algorithms.HGS.HGS DEBUG Node #2 . sprout()
 2015-06-23 23:47:44229 50672 algorithms.HGS.HGS DEBUG Node #2 . sprout :: not sprouting (C)
 2015-06-23 23:47:44229 50672 algorithms.HGS.HGS DEBUG Node #2 . branch_reduction
 2015-06-23 23:47:44229 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter yielding cost 6
 2015-06-23 23:47:44230 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop
 2015-06-23 23:47:44230 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:44230 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:44231 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:44231 50672 algorithms.HGS.HGS DEBUG Node #2 . sprout()
 2015-06-23 23:47:44231 50672 algorithms.HGS.HGS DEBUG Node #2 . sprout :: not sprouting (C)
 2015-06-23 23:47:44231 50672 algorithms.HGS.HGS DEBUG Node #2 . branch_reduction
 2015-06-23 23:47:44231 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter yielding cost 6
 2015-06-23 23:47:44231 50672 algorithms.HGS.HGS DEBUG Node #4 is finished
 2015-06-23 23:47:44231 50672 algorithms.HGS.HGS DEBUG HGS.get_nodes :: not yielding #4
 2015-06-23 23:47:44231 50672 algorithms.HGS.HGS DEBUG HGS.opulation_generator :: yield cost 202
 2015-06-23 23:47:44231 50672 algorithms.HGS.HGS DEBUG Create HGSProxy <algorithms.HGS.HGS.HGS.HGSProxy object at 0x10ebde390>
 2015-06-23 23:47:44231 50672 algorithms.HGS.HGS DEBUG HGS.population_generator :: loop
 2015-06-23 23:47:44231 50672 algorithms.HGS.HGS DEBUG HGS.get_nodes(include_finished=False)
 2015-06-23 23:47:44231 50672 algorithms.HGS.HGS DEBUG HGS.get_nodes :: yielding #0
 2015-06-23 23:47:44231 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter()
 2015-06-23 23:47:44231 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop
 2015-06-23 23:47:44241 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 0 while having 75 indivs
 2015-06-23 23:47:44264 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 25 while having 75 indivs
 2015-06-23 23:47:44287 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 25 while having 75 indivs
 2015-06-23 23:47:44287 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout()
 2015-06-23 23:47:44313 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout :: candidate [0.07326655332994794, 0.5001499469460138, 0.5086857694442732, 0.5034773315135603, 0.5041394147453858, 0.5129079481602477, 0.5093649688709274, 0.5041635394098578, 0.5047132848542805, 0.507164539163778]
 2015-06-23 23:47:44314 50672 algorithms.HGS.HGS DEBUG Node #1 :: average = [0.2453934383957459, 2.015891960530285, 2.0050887673133366, 1.5134563244417538, 1.9918944898154507, 1.9999063446980829, 2.0148372105990675, 1.4952287117894627, 2.4952933155724342, 1.9913969297765062]
 2015-06-23 23:47:44314 50672 algorithms.HGS.HGS DEBUG Node #3 :: Wow, last_proxy=None and someone wanted the population. self=<algorithms.HGS.HGS.HGS.Node object at 0x10ebc3e48>
 2015-06-23 23:47:44314 50672 algorithms.HGS.HGS DEBUG Node #3 :: average = []
 2015-06-23 23:47:44314 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout :: next candidate
 2015-06-23 23:47:44314 50672 algorithms.HGS.HGS DEBUG Node #0 . branch_reduction
 2015-06-23 23:47:44314 50672 algorithms.HGS.HGS DEBUG Node #3 is finished
 2015-06-23 23:47:44314 50672 algorithms.HGS.HGS DEBUG Node #3 is finished
 2015-06-23 23:47:44315 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter yielding cost 50
 2015-06-23 23:47:44315 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop
 2015-06-23 23:47:44324 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 0 while having 75 indivs
 2015-06-23 23:47:44348 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 25 while having 75 indivs
 2015-06-23 23:47:44374 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 25 while having 75 indivs
 2015-06-23 23:47:44374 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout()
 2015-06-23 23:47:44400 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout :: candidate [0.07326655332994794, 0.5001499469460138, 0.5086857694442732, 0.5034773315135603, 0.5041394147453858, 0.5129079481602477, 0.5093649688709274, 0.5041635394098578, 0.5047132848542805, 0.507164539163778]
 2015-06-23 23:47:44401 50672 algorithms.HGS.HGS DEBUG Node #1 :: average = [0.2453934383957459, 2.015891960530285, 2.0050887673133366, 1.5134563244417538, 1.9918944898154507, 1.9999063446980829, 2.0148372105990675, 1.4952287117894627, 2.4952933155724342, 1.9913969297765062]
 2015-06-23 23:47:44401 50672 algorithms.HGS.HGS DEBUG Node #3 :: Wow, last_proxy=None and someone wanted the population. self=<algorithms.HGS.HGS.HGS.Node object at 0x10ebc3e48>
 2015-06-23 23:47:44401 50672 algorithms.HGS.HGS DEBUG Node #3 :: average = []
 2015-06-23 23:47:44401 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout :: next candidate
 2015-06-23 23:47:44401 50672 algorithms.HGS.HGS DEBUG Node #0 . branch_reduction
 2015-06-23 23:47:44401 50672 algorithms.HGS.HGS DEBUG Node #3 is finished
 2015-06-23 23:47:44401 50672 algorithms.HGS.HGS DEBUG Node #3 is finished
 2015-06-23 23:47:44401 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter yielding cost 50
 2015-06-23 23:47:44402 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop
 2015-06-23 23:47:44414 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 0 while having 75 indivs
 2015-06-23 23:47:44437 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 25 while having 75 indivs
 2015-06-23 23:47:44458 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 25 while having 75 indivs
 2015-06-23 23:47:44458 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout()
 2015-06-23 23:47:44483 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout :: candidate [0.07360125536755915, 0.5001989456608119, 0.5084002228640443, 0.5025382867719811, 0.5044497587883379, 0.5111274355676795, 0.5092279719144888, 0.5041899065338868, 0.504819162838674, 0.5059643060877744]
 2015-06-23 23:47:44484 50672 algorithms.HGS.HGS DEBUG Node #1 :: average = [0.2453934383957459, 2.015891960530285, 2.0050887673133366, 1.5134563244417538, 1.9918944898154507, 1.9999063446980829, 2.0148372105990675, 1.4952287117894627, 2.4952933155724342, 1.9913969297765062]
 2015-06-23 23:47:44484 50672 algorithms.HGS.HGS DEBUG Node #3 :: Wow, last_proxy=None and someone wanted the population. self=<algorithms.HGS.HGS.HGS.Node object at 0x10ebc3e48>
 2015-06-23 23:47:44484 50672 algorithms.HGS.HGS DEBUG Node #3 :: average = []
 2015-06-23 23:47:44484 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout :: next candidate
 2015-06-23 23:47:44484 50672 algorithms.HGS.HGS DEBUG Node #0 . branch_reduction
 2015-06-23 23:47:44484 50672 algorithms.HGS.HGS DEBUG Node #3 is finished
 2015-06-23 23:47:44484 50672 algorithms.HGS.HGS DEBUG Node #3 is finished
 2015-06-23 23:47:44484 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter yielding cost 50
 2015-06-23 23:47:44484 50672 algorithms.HGS.HGS DEBUG HGS.get_nodes :: yielding #1
 2015-06-23 23:47:44484 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter()
 2015-06-23 23:47:44484 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop
 2015-06-23 23:47:44485 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 0 while having 18 indivs
 2015-06-23 23:47:44487 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 6 while having 18 indivs
 2015-06-23 23:47:44488 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 6 while having 18 indivs
 2015-06-23 23:47:44488 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout()
 2015-06-23 23:47:44490 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout :: candidate [0.24544479643342867, 2.01589572289015, 2.0084223365320883, 1.5141444495011795, 1.9919129114349816, 1.99991831515181, 2.014835471767226, 1.4930819026952296, 2.496188796542271, 1.998530945503628]
 2015-06-23 23:47:44490 50672 algorithms.HGS.HGS DEBUG Node #2 :: average = [0.60233480837842657, 4.8026613985764657, 4.9297893103989221, 3.9428680832166108, 4.9639719326266345, 5.5059730696179612, 4.8715557157384488, 3.9437479185093416, 6.3898073794732584, 4.9657909648088623]
 2015-06-23 23:47:44491 50672 algorithms.HGS.HGS DEBUG Node #4 :: Wow, last_proxy=None and someone wanted the population. self=<algorithms.HGS.HGS.HGS.Node object at 0x10ebd6c50>
 2015-06-23 23:47:44491 50672 algorithms.HGS.HGS DEBUG Node #4 :: average = []
 2015-06-23 23:47:44491 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout :: next candidate
 2015-06-23 23:47:44491 50672 algorithms.HGS.HGS DEBUG Node #1 . branch_reduction
 2015-06-23 23:47:44491 50672 algorithms.HGS.HGS DEBUG Node #4 is finished
 2015-06-23 23:47:44491 50672 algorithms.HGS.HGS DEBUG Node #4 is finished
 2015-06-23 23:47:44491 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter yielding cost 12
 2015-06-23 23:47:44491 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop
 2015-06-23 23:47:44492 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 0 while having 18 indivs
 2015-06-23 23:47:44493 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 6 while having 18 indivs
 2015-06-23 23:47:44495 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 6 while having 18 indivs
 2015-06-23 23:47:44495 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout()
 2015-06-23 23:47:44497 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout :: candidate [0.24544479643342867, 2.01589572289015, 2.0084223365320883, 1.5141444495011795, 1.9919129114349816, 1.99991831515181, 2.014835471767226, 1.4930819026952296, 2.496188796542271, 1.998530945503628]
 2015-06-23 23:47:44497 50672 algorithms.HGS.HGS DEBUG Node #2 :: average = [0.60233480837842657, 4.8026613985764657, 4.9297893103989221, 3.9428680832166108, 4.9639719326266345, 5.5059730696179612, 4.8715557157384488, 3.9437479185093416, 6.3898073794732584, 4.9657909648088623]
 2015-06-23 23:47:44497 50672 algorithms.HGS.HGS DEBUG Node #4 :: Wow, last_proxy=None and someone wanted the population. self=<algorithms.HGS.HGS.HGS.Node object at 0x10ebd6c50>
 2015-06-23 23:47:44497 50672 algorithms.HGS.HGS DEBUG Node #4 :: average = []
 2015-06-23 23:47:44497 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout :: next candidate
 2015-06-23 23:47:44497 50672 algorithms.HGS.HGS DEBUG Node #1 . branch_reduction
 2015-06-23 23:47:44498 50672 algorithms.HGS.HGS DEBUG Node #4 is finished
 2015-06-23 23:47:44498 50672 algorithms.HGS.HGS DEBUG Node #4 is finished
 2015-06-23 23:47:44498 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter yielding cost 12
 2015-06-23 23:47:44498 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop
 2015-06-23 23:47:44498 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 0 while having 18 indivs
 2015-06-23 23:47:44500 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 6 while having 18 indivs
 2015-06-23 23:47:44502 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 6 while having 18 indivs
 2015-06-23 23:47:44502 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout()
 2015-06-23 23:47:44504 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout :: candidate [0.24541113078716573, 2.0158969450073077, 2.010445907690185, 1.5119174796188115, 1.991912629636707, 1.9998767948218223, 2.014835933650482, 1.4953727083659702, 2.496062553328331, 1.9987766018141802]
 2015-06-23 23:47:44504 50672 algorithms.HGS.HGS DEBUG Node #2 :: average = [0.60233480837842657, 4.8026613985764657, 4.9297893103989221, 3.9428680832166108, 4.9639719326266345, 5.5059730696179612, 4.8715557157384488, 3.9437479185093416, 6.3898073794732584, 4.9657909648088623]
 2015-06-23 23:47:44504 50672 algorithms.HGS.HGS DEBUG Node #4 :: Wow, last_proxy=None and someone wanted the population. self=<algorithms.HGS.HGS.HGS.Node object at 0x10ebd6c50>
 2015-06-23 23:47:44504 50672 algorithms.HGS.HGS DEBUG Node #4 :: average = []
 2015-06-23 23:47:44504 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout :: next candidate
 2015-06-23 23:47:44504 50672 algorithms.HGS.HGS DEBUG Node #1 . branch_reduction
 2015-06-23 23:47:44504 50672 algorithms.HGS.HGS DEBUG Node #4 is finished
 2015-06-23 23:47:44504 50672 algorithms.HGS.HGS DEBUG Node #4 is finished
 2015-06-23 23:47:44504 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter yielding cost 12
 2015-06-23 23:47:44504 50672 algorithms.HGS.HGS DEBUG Node #3 is finished
 2015-06-23 23:47:44504 50672 algorithms.HGS.HGS DEBUG HGS.get_nodes :: not yielding #3
 2015-06-23 23:47:44504 50672 algorithms.HGS.HGS DEBUG HGS.get_nodes :: yielding #2
 2015-06-23 23:47:44504 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter()
 2015-06-23 23:47:44504 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop
 2015-06-23 23:47:44505 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 0 while having 6 indivs
 2015-06-23 23:47:44505 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:44505 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:44505 50672 algorithms.HGS.HGS DEBUG Node #2 . sprout()
 2015-06-23 23:47:44506 50672 algorithms.HGS.HGS DEBUG Node #2 . sprout :: not sprouting (C)
 2015-06-23 23:47:44506 50672 algorithms.HGS.HGS DEBUG Node #2 . branch_reduction
 2015-06-23 23:47:44506 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter yielding cost 4
 2015-06-23 23:47:44506 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop
 2015-06-23 23:47:44506 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:44506 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:44507 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:44507 50672 algorithms.HGS.HGS DEBUG Node #2 . sprout()
 2015-06-23 23:47:44507 50672 algorithms.HGS.HGS DEBUG Node #2 . sprout :: not sprouting (C)
 2015-06-23 23:47:44507 50672 algorithms.HGS.HGS DEBUG Node #2 . branch_reduction
 2015-06-23 23:47:44507 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter yielding cost 6
 2015-06-23 23:47:44507 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop
 2015-06-23 23:47:44507 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:44508 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:44508 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:44508 50672 algorithms.HGS.HGS DEBUG Node #2 . sprout()
 2015-06-23 23:47:44508 50672 algorithms.HGS.HGS DEBUG Node #2 . sprout :: not sprouting (C)
 2015-06-23 23:47:44508 50672 algorithms.HGS.HGS DEBUG Node #2 . branch_reduction
 2015-06-23 23:47:44508 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter yielding cost 6
 2015-06-23 23:47:44508 50672 algorithms.HGS.HGS DEBUG Node #4 is finished
 2015-06-23 23:47:44508 50672 algorithms.HGS.HGS DEBUG HGS.get_nodes :: not yielding #4
 2015-06-23 23:47:44508 50672 algorithms.HGS.HGS DEBUG HGS.opulation_generator :: yield cost 202
 2015-06-23 23:47:44508 50672 algorithms.HGS.HGS DEBUG Create HGSProxy <algorithms.HGS.HGS.HGS.HGSProxy object at 0x10ebdecf8>
 2015-06-23 23:47:44509 50672 algorithms.HGS.HGS DEBUG HGS.population_generator :: loop
 2015-06-23 23:47:44509 50672 algorithms.HGS.HGS DEBUG HGS.get_nodes(include_finished=False)
 2015-06-23 23:47:44509 50672 algorithms.HGS.HGS DEBUG HGS.get_nodes :: yielding #0
 2015-06-23 23:47:44509 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter()
 2015-06-23 23:47:44509 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop
 2015-06-23 23:47:44518 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 0 while having 75 indivs
 2015-06-23 23:47:44541 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 25 while having 75 indivs
 2015-06-23 23:47:44565 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 25 while having 75 indivs
 2015-06-23 23:47:44565 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout()
 2015-06-23 23:47:44590 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout :: candidate [0.07360125536755915, 0.5001989456608119, 0.5084002228640443, 0.5025382867719811, 0.5044497587883379, 0.5111274355676795, 0.5092279719144888, 0.5041899065338868, 0.504819162838674, 0.5059643060877744]
 2015-06-23 23:47:44591 50672 algorithms.HGS.HGS DEBUG Node #1 :: average = [0.24542172037267451, 2.0159039057206485, 2.0081483156508484, 1.5146807081278588, 1.9919121027568707, 1.9998924059036167, 2.0148360235741922, 1.494440218704941, 2.4960876728589088, 1.9989205942168944]
 2015-06-23 23:47:44591 50672 algorithms.HGS.HGS DEBUG Node #3 :: Wow, last_proxy=None and someone wanted the population. self=<algorithms.HGS.HGS.HGS.Node object at 0x10ebc3e48>
 2015-06-23 23:47:44591 50672 algorithms.HGS.HGS DEBUG Node #3 :: average = []
 2015-06-23 23:47:44591 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout :: next candidate
 2015-06-23 23:47:44591 50672 algorithms.HGS.HGS DEBUG Node #0 . branch_reduction
 2015-06-23 23:47:44591 50672 algorithms.HGS.HGS DEBUG Node #3 is finished
 2015-06-23 23:47:44591 50672 algorithms.HGS.HGS DEBUG Node #3 is finished
 2015-06-23 23:47:44591 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter yielding cost 50
 2015-06-23 23:47:44591 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop
 2015-06-23 23:47:44600 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 0 while having 75 indivs
 2015-06-23 23:47:44623 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 25 while having 75 indivs
 2015-06-23 23:47:44645 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 25 while having 75 indivs
 2015-06-23 23:47:44645 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout()
 2015-06-23 23:47:44670 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout :: candidate [0.07671835772924918, 0.502992179901012, 0.5082855281565803, 0.5022419314424185, 0.5043882519573976, 0.5121578296887409, 0.509128853122963, 0.504184672545866, 0.5048275432053427, 0.5062872791885151]
 2015-06-23 23:47:44671 50672 algorithms.HGS.HGS DEBUG Node #1 :: average = [0.24542172037267451, 2.0159039057206485, 2.0081483156508484, 1.5146807081278588, 1.9919121027568707, 1.9998924059036167, 2.0148360235741922, 1.494440218704941, 2.4960876728589088, 1.9989205942168944]
 2015-06-23 23:47:44671 50672 algorithms.HGS.HGS DEBUG Node #3 :: Wow, last_proxy=None and someone wanted the population. self=<algorithms.HGS.HGS.HGS.Node object at 0x10ebc3e48>
 2015-06-23 23:47:44671 50672 algorithms.HGS.HGS DEBUG Node #3 :: average = []
 2015-06-23 23:47:44671 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout :: next candidate
 2015-06-23 23:47:44671 50672 algorithms.HGS.HGS DEBUG Node #0 . branch_reduction
 2015-06-23 23:47:44671 50672 algorithms.HGS.HGS DEBUG Node #3 is finished
 2015-06-23 23:47:44671 50672 algorithms.HGS.HGS DEBUG Node #3 is finished
 2015-06-23 23:47:44671 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter yielding cost 50
 2015-06-23 23:47:44671 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop
 2015-06-23 23:47:44681 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 0 while having 75 indivs
 2015-06-23 23:47:44702 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 25 while having 75 indivs
 2015-06-23 23:47:44724 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 25 while having 75 indivs
 2015-06-23 23:47:44724 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout()
 2015-06-23 23:47:44748 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout :: candidate [0.07671835772924918, 0.502992179901012, 0.5082855281565803, 0.5022419314424185, 0.5043882519573976, 0.5121578296887409, 0.509128853122963, 0.504184672545866, 0.5048275432053427, 0.5062872791885151]
 2015-06-23 23:47:44749 50672 algorithms.HGS.HGS DEBUG Node #1 :: average = [0.24542172037267451, 2.0159039057206485, 2.0081483156508484, 1.5146807081278588, 1.9919121027568707, 1.9998924059036167, 2.0148360235741922, 1.494440218704941, 2.4960876728589088, 1.9989205942168944]
 2015-06-23 23:47:44749 50672 algorithms.HGS.HGS DEBUG Node #3 :: Wow, last_proxy=None and someone wanted the population. self=<algorithms.HGS.HGS.HGS.Node object at 0x10ebc3e48>
 2015-06-23 23:47:44749 50672 algorithms.HGS.HGS DEBUG Node #3 :: average = []
 2015-06-23 23:47:44749 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout :: next candidate
 2015-06-23 23:47:44749 50672 algorithms.HGS.HGS DEBUG Node #0 . branch_reduction
 2015-06-23 23:47:44749 50672 algorithms.HGS.HGS DEBUG Node #3 is finished
 2015-06-23 23:47:44750 50672 algorithms.HGS.HGS DEBUG Node #3 is finished
 2015-06-23 23:47:44750 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter yielding cost 50
 2015-06-23 23:47:44750 50672 algorithms.HGS.HGS DEBUG HGS.get_nodes :: yielding #1
 2015-06-23 23:47:44750 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter()
 2015-06-23 23:47:44750 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop
 2015-06-23 23:47:44751 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 0 while having 18 indivs
 2015-06-23 23:47:44752 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 6 while having 18 indivs
 2015-06-23 23:47:44754 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 6 while having 18 indivs
 2015-06-23 23:47:44754 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout()
 2015-06-23 23:47:44756 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout :: candidate [0.24774826118689297, 2.0159056814450316, 2.008220289865742, 1.5134526903924763, 1.9919125743902664, 1.9998803064384147, 1.9941582147509407, 1.494762716214538, 2.496016714807101, 1.9991316186066588]
 2015-06-23 23:47:44756 50672 algorithms.HGS.HGS DEBUG Node #2 :: average = [0.60233480837842657, 4.8026613985764657, 4.9477220530010797, 3.9422578839867253, 4.9640413757947286, 5.5059730696179612, 4.8715557157384488, 3.9434303468790137, 6.3898073794732584, 4.9657909648088623]
 2015-06-23 23:47:44756 50672 algorithms.HGS.HGS DEBUG Node #4 :: Wow, last_proxy=None and someone wanted the population. self=<algorithms.HGS.HGS.HGS.Node object at 0x10ebd6c50>
 2015-06-23 23:47:44756 50672 algorithms.HGS.HGS DEBUG Node #4 :: average = []
 2015-06-23 23:47:44756 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout :: next candidate
 2015-06-23 23:47:44756 50672 algorithms.HGS.HGS DEBUG Node #1 . branch_reduction
 2015-06-23 23:47:44756 50672 algorithms.HGS.HGS DEBUG Node #4 is finished
 2015-06-23 23:47:44756 50672 algorithms.HGS.HGS DEBUG Node #4 is finished
 2015-06-23 23:47:44756 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter yielding cost 12
 2015-06-23 23:47:44757 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop
 2015-06-23 23:47:44757 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 0 while having 18 indivs
 2015-06-23 23:47:44759 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 6 while having 18 indivs
 2015-06-23 23:47:44761 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 6 while having 18 indivs
 2015-06-23 23:47:44761 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout()
 2015-06-23 23:47:44763 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout :: candidate [0.24857699564391933, 2.0159075722732998, 2.0029758831509086, 1.5139064624426024, 1.992050450646544, 1.999893089962303, 2.0028968529406392, 1.4948421450859866, 2.4960526425402576, 1.9988955531957973]
 2015-06-23 23:47:44763 50672 algorithms.HGS.HGS DEBUG Node #2 :: average = [0.60233480837842657, 4.8026613985764657, 4.9477220530010797, 3.9422578839867253, 4.9640413757947286, 5.5059730696179612, 4.8715557157384488, 3.9434303468790137, 6.3898073794732584, 4.9657909648088623]
 2015-06-23 23:47:44763 50672 algorithms.HGS.HGS DEBUG Node #4 :: Wow, last_proxy=None and someone wanted the population. self=<algorithms.HGS.HGS.HGS.Node object at 0x10ebd6c50>
 2015-06-23 23:47:44763 50672 algorithms.HGS.HGS DEBUG Node #4 :: average = []
 2015-06-23 23:47:44763 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout :: next candidate
 2015-06-23 23:47:44763 50672 algorithms.HGS.HGS DEBUG Node #1 . branch_reduction
 2015-06-23 23:47:44763 50672 algorithms.HGS.HGS DEBUG Node #4 is finished
 2015-06-23 23:47:44764 50672 algorithms.HGS.HGS DEBUG Node #4 is finished
 2015-06-23 23:47:44764 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter yielding cost 12
 2015-06-23 23:47:44764 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop
 2015-06-23 23:47:44764 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 0 while having 18 indivs
 2015-06-23 23:47:44766 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 6 while having 18 indivs
 2015-06-23 23:47:44768 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 6 while having 18 indivs
 2015-06-23 23:47:44768 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout()
 2015-06-23 23:47:44770 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout :: candidate [0.2484534726572817, 2.0159060526387726, 2.0046551598499285, 1.5129076518211775, 1.9919574478054123, 1.999879832394466, 2.0049698851398836, 1.4948103165070643, 2.496012963178959, 1.9991105499988922]
 2015-06-23 23:47:44770 50672 algorithms.HGS.HGS DEBUG Node #2 :: average = [0.60233480837842657, 4.8026613985764657, 4.9477220530010797, 3.9422578839867253, 4.9640413757947286, 5.5059730696179612, 4.8715557157384488, 3.9434303468790137, 6.3898073794732584, 4.9657909648088623]
 2015-06-23 23:47:44770 50672 algorithms.HGS.HGS DEBUG Node #4 :: Wow, last_proxy=None and someone wanted the population. self=<algorithms.HGS.HGS.HGS.Node object at 0x10ebd6c50>
 2015-06-23 23:47:44770 50672 algorithms.HGS.HGS DEBUG Node #4 :: average = []
 2015-06-23 23:47:44770 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout :: next candidate
 2015-06-23 23:47:44770 50672 algorithms.HGS.HGS DEBUG Node #1 . branch_reduction
 2015-06-23 23:47:44770 50672 algorithms.HGS.HGS DEBUG Node #4 is finished
 2015-06-23 23:47:44770 50672 algorithms.HGS.HGS DEBUG Node #4 is finished
 2015-06-23 23:47:44770 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter yielding cost 12
 2015-06-23 23:47:44770 50672 algorithms.HGS.HGS DEBUG Node #3 is finished
 2015-06-23 23:47:44770 50672 algorithms.HGS.HGS DEBUG HGS.get_nodes :: not yielding #3
 2015-06-23 23:47:44770 50672 algorithms.HGS.HGS DEBUG HGS.get_nodes :: yielding #2
 2015-06-23 23:47:44770 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter()
 2015-06-23 23:47:44770 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop
 2015-06-23 23:47:44771 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 0 while having 6 indivs
 2015-06-23 23:47:44771 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:44771 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:44771 50672 algorithms.HGS.HGS DEBUG Node #2 . sprout()
 2015-06-23 23:47:44771 50672 algorithms.HGS.HGS DEBUG Node #2 . sprout :: not sprouting (C)
 2015-06-23 23:47:44772 50672 algorithms.HGS.HGS DEBUG Node #2 . branch_reduction
 2015-06-23 23:47:44772 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter yielding cost 4
 2015-06-23 23:47:44772 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop
 2015-06-23 23:47:44772 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:44772 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:44773 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:44773 50672 algorithms.HGS.HGS DEBUG Node #2 . sprout()
 2015-06-23 23:47:44773 50672 algorithms.HGS.HGS DEBUG Node #2 . sprout :: not sprouting (C)
 2015-06-23 23:47:44773 50672 algorithms.HGS.HGS DEBUG Node #2 . branch_reduction
 2015-06-23 23:47:44773 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter yielding cost 6
 2015-06-23 23:47:44773 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop
 2015-06-23 23:47:44773 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:44774 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:44774 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:44774 50672 algorithms.HGS.HGS DEBUG Node #2 . sprout()
 2015-06-23 23:47:44774 50672 algorithms.HGS.HGS DEBUG Node #2 . sprout :: not sprouting (C)
 2015-06-23 23:47:44774 50672 algorithms.HGS.HGS DEBUG Node #2 . branch_reduction
 2015-06-23 23:47:44774 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter yielding cost 6
 2015-06-23 23:47:44774 50672 algorithms.HGS.HGS DEBUG Node #4 is finished
 2015-06-23 23:47:44774 50672 algorithms.HGS.HGS DEBUG HGS.get_nodes :: not yielding #4
 2015-06-23 23:47:44774 50672 algorithms.HGS.HGS DEBUG HGS.opulation_generator :: yield cost 202
 2015-06-23 23:47:44774 50672 algorithms.HGS.HGS DEBUG Create HGSProxy <algorithms.HGS.HGS.HGS.HGSProxy object at 0x10ebde208>
 2015-06-23 23:47:44774 50672 algorithms.HGS.HGS DEBUG HGS.population_generator :: loop
 2015-06-23 23:47:44775 50672 algorithms.HGS.HGS DEBUG HGS.get_nodes(include_finished=False)
 2015-06-23 23:47:44775 50672 algorithms.HGS.HGS DEBUG HGS.get_nodes :: yielding #0
 2015-06-23 23:47:44775 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter()
 2015-06-23 23:47:44775 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop
 2015-06-23 23:47:44785 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 0 while having 75 indivs
 2015-06-23 23:47:44807 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 25 while having 75 indivs
 2015-06-23 23:47:44831 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 25 while having 75 indivs
 2015-06-23 23:47:44831 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout()
 2015-06-23 23:47:44857 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout :: candidate [0.07567159398460568, 0.5029121160119996, 0.5082906791551843, 0.5021219736201761, 0.5043790727032327, 0.506578830135537, 0.5091590831539519, 0.5041822721761516, 0.5048287384795855, 0.5061707586209232]
 2015-06-23 23:47:44858 50672 algorithms.HGS.HGS DEBUG Node #1 :: average = [0.24830838200904048, 2.0159066637518497, 2.0061773667234597, 1.5134738107684156, 1.9919450826755032, 1.9998825614680733, 2.002290038430234, 1.4947871060726461, 2.4960336047546998, 1.9989956798151169]
 2015-06-23 23:47:44858 50672 algorithms.HGS.HGS DEBUG Node #3 :: Wow, last_proxy=None and someone wanted the population. self=<algorithms.HGS.HGS.HGS.Node object at 0x10ebc3e48>
 2015-06-23 23:47:44858 50672 algorithms.HGS.HGS DEBUG Node #3 :: average = []
 2015-06-23 23:47:44858 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout :: next candidate
 2015-06-23 23:47:44859 50672 algorithms.HGS.HGS DEBUG Node #0 . branch_reduction
 2015-06-23 23:47:44859 50672 algorithms.HGS.HGS DEBUG Node #3 is finished
 2015-06-23 23:47:44859 50672 algorithms.HGS.HGS DEBUG Node #3 is finished
 2015-06-23 23:47:44859 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter yielding cost 50
 2015-06-23 23:47:44859 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop
 2015-06-23 23:47:44868 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 0 while having 75 indivs
 2015-06-23 23:47:44892 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 25 while having 75 indivs
 2015-06-23 23:47:44916 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 25 while having 75 indivs
 2015-06-23 23:47:44916 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout()
 2015-06-23 23:47:44941 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout :: candidate [0.07567159398460568, 0.5029121160119996, 0.5082906791551843, 0.5021219736201761, 0.5043790727032327, 0.506578830135537, 0.5091590831539519, 0.5041822721761516, 0.5048287384795855, 0.5061707586209232]
 2015-06-23 23:47:44942 50672 algorithms.HGS.HGS DEBUG Node #1 :: average = [0.24830838200904048, 2.0159066637518497, 2.0061773667234597, 1.5134738107684156, 1.9919450826755032, 1.9998825614680733, 2.002290038430234, 1.4947871060726461, 2.4960336047546998, 1.9989956798151169]
 2015-06-23 23:47:44942 50672 algorithms.HGS.HGS DEBUG Node #3 :: Wow, last_proxy=None and someone wanted the population. self=<algorithms.HGS.HGS.HGS.Node object at 0x10ebc3e48>
 2015-06-23 23:47:44942 50672 algorithms.HGS.HGS DEBUG Node #3 :: average = []
 2015-06-23 23:47:44942 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout :: next candidate
 2015-06-23 23:47:44942 50672 algorithms.HGS.HGS DEBUG Node #0 . branch_reduction
 2015-06-23 23:47:44942 50672 algorithms.HGS.HGS DEBUG Node #3 is finished
 2015-06-23 23:47:44942 50672 algorithms.HGS.HGS DEBUG Node #3 is finished
 2015-06-23 23:47:44942 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter yielding cost 50
 2015-06-23 23:47:44942 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop
 2015-06-23 23:47:44952 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 0 while having 75 indivs
 2015-06-23 23:47:44975 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 25 while having 75 indivs
 2015-06-23 23:47:44998 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 25 while having 75 indivs
 2015-06-23 23:47:44998 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout()
 2015-06-23 23:47:4527 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout :: candidate [0.07657426905568814, 0.5020760808153315, 0.5083570740631052, 0.5022784357420536, 0.5043715503107853, 0.506935451557066, 0.5088278970758766, 0.5041825502382348, 0.5050288343957673, 0.5062507086116829]
 2015-06-23 23:47:4528 50672 algorithms.HGS.HGS DEBUG Node #1 :: average = [0.24830838200904048, 2.0159066637518497, 2.0061773667234597, 1.5134738107684156, 1.9919450826755032, 1.9998825614680733, 2.002290038430234, 1.4947871060726461, 2.4960336047546998, 1.9989956798151169]
 2015-06-23 23:47:4529 50672 algorithms.HGS.HGS DEBUG Node #3 :: Wow, last_proxy=None and someone wanted the population. self=<algorithms.HGS.HGS.HGS.Node object at 0x10ebc3e48>
 2015-06-23 23:47:4529 50672 algorithms.HGS.HGS DEBUG Node #3 :: average = []
 2015-06-23 23:47:4529 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout :: next candidate
 2015-06-23 23:47:4529 50672 algorithms.HGS.HGS DEBUG Node #0 . branch_reduction
 2015-06-23 23:47:4529 50672 algorithms.HGS.HGS DEBUG Node #3 is finished
 2015-06-23 23:47:4529 50672 algorithms.HGS.HGS DEBUG Node #3 is finished
 2015-06-23 23:47:4529 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter yielding cost 50
 2015-06-23 23:47:4529 50672 algorithms.HGS.HGS DEBUG HGS.get_nodes :: yielding #1
 2015-06-23 23:47:4529 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter()
 2015-06-23 23:47:4529 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop
 2015-06-23 23:47:4530 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 0 while having 18 indivs
 2015-06-23 23:47:4532 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 6 while having 18 indivs
 2015-06-23 23:47:4534 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 6 while having 18 indivs
 2015-06-23 23:47:4534 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout()
 2015-06-23 23:47:4536 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout :: candidate [0.2501586928586077, 2.015906487315999, 2.0056070110909827, 1.5133182980574196, 1.9919444988819552, 1.9998802156940634, 2.004721514959483, 1.4948046945685305, 2.4960337281539244, 1.998959936922742]
 2015-06-23 23:47:4536 50672 algorithms.HGS.HGS DEBUG Node #2 :: average = [0.60233480837842657, 4.801800079081092, 4.9477220530010797, 3.9422578839867253, 4.9640413757947286, 5.4938067878470012, 4.8872637270147434, 3.943595804690208, 6.441893746993145, 4.9907892209488462]
 2015-06-23 23:47:4536 50672 algorithms.HGS.HGS DEBUG Node #4 :: Wow, last_proxy=None and someone wanted the population. self=<algorithms.HGS.HGS.HGS.Node object at 0x10ebd6c50>
 2015-06-23 23:47:4536 50672 algorithms.HGS.HGS DEBUG Node #4 :: average = []
 2015-06-23 23:47:4536 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout :: next candidate
 2015-06-23 23:47:4536 50672 algorithms.HGS.HGS DEBUG Node #1 . branch_reduction
 2015-06-23 23:47:4536 50672 algorithms.HGS.HGS DEBUG Node #4 is finished
 2015-06-23 23:47:4536 50672 algorithms.HGS.HGS DEBUG Node #4 is finished
 2015-06-23 23:47:4536 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter yielding cost 12
 2015-06-23 23:47:4536 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop
 2015-06-23 23:47:4537 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 0 while having 18 indivs
 2015-06-23 23:47:4539 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 6 while having 18 indivs
 2015-06-23 23:47:4540 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 6 while having 18 indivs
 2015-06-23 23:47:4540 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout()
 2015-06-23 23:47:4542 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout :: candidate [0.2484534726572817, 2.0159060526387726, 2.0046551598499285, 1.5129076518211775, 1.9919574478054123, 1.999879832394466, 2.0049698851398836, 1.4971801890561227, 2.496012963178959, 1.9991105499988922]
 2015-06-23 23:47:4543 50672 algorithms.HGS.HGS DEBUG Node #2 :: average = [0.60233480837842657, 4.801800079081092, 4.9477220530010797, 3.9422578839867253, 4.9640413757947286, 5.4938067878470012, 4.8872637270147434, 3.943595804690208, 6.441893746993145, 4.9907892209488462]
 2015-06-23 23:47:4543 50672 algorithms.HGS.HGS DEBUG Node #4 :: Wow, last_proxy=None and someone wanted the population. self=<algorithms.HGS.HGS.HGS.Node object at 0x10ebd6c50>
 2015-06-23 23:47:4543 50672 algorithms.HGS.HGS DEBUG Node #4 :: average = []
 2015-06-23 23:47:4543 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout :: next candidate
 2015-06-23 23:47:4543 50672 algorithms.HGS.HGS DEBUG Node #1 . branch_reduction
 2015-06-23 23:47:4543 50672 algorithms.HGS.HGS DEBUG Node #4 is finished
 2015-06-23 23:47:4543 50672 algorithms.HGS.HGS DEBUG Node #4 is finished
 2015-06-23 23:47:4543 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter yielding cost 12
 2015-06-23 23:47:4543 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop
 2015-06-23 23:47:4544 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 0 while having 18 indivs
 2015-06-23 23:47:4545 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 6 while having 18 indivs
 2015-06-23 23:47:4547 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 6 while having 18 indivs
 2015-06-23 23:47:4547 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout()
 2015-06-23 23:47:4549 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout :: candidate [0.24950729754571693, 2.00452702965847, 2.00467695792624, 1.5129239661201488, 1.9919527051259263, 1.9998801906007522, 2.0048988799555905, 1.4948290921499034, 2.498631385620234, 1.9989851614274634]
 2015-06-23 23:47:4550 50672 algorithms.HGS.HGS DEBUG Node #2 :: average = [0.60233480837842657, 4.801800079081092, 4.9477220530010797, 3.9422578839867253, 4.9640413757947286, 5.4938067878470012, 4.8872637270147434, 3.943595804690208, 6.441893746993145, 4.9907892209488462]
 2015-06-23 23:47:4550 50672 algorithms.HGS.HGS DEBUG Node #4 :: Wow, last_proxy=None and someone wanted the population. self=<algorithms.HGS.HGS.HGS.Node object at 0x10ebd6c50>
 2015-06-23 23:47:4550 50672 algorithms.HGS.HGS DEBUG Node #4 :: average = []
 2015-06-23 23:47:4550 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout :: next candidate
 2015-06-23 23:47:4550 50672 algorithms.HGS.HGS DEBUG Node #1 . branch_reduction
 2015-06-23 23:47:4550 50672 algorithms.HGS.HGS DEBUG Node #4 is finished
 2015-06-23 23:47:4550 50672 algorithms.HGS.HGS DEBUG Node #4 is finished
 2015-06-23 23:47:4550 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter yielding cost 12
 2015-06-23 23:47:4550 50672 algorithms.HGS.HGS DEBUG Node #3 is finished
 2015-06-23 23:47:4550 50672 algorithms.HGS.HGS DEBUG HGS.get_nodes :: not yielding #3
 2015-06-23 23:47:4550 50672 algorithms.HGS.HGS DEBUG HGS.get_nodes :: yielding #2
 2015-06-23 23:47:4550 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter()
 2015-06-23 23:47:4550 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop
 2015-06-23 23:47:4551 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 0 while having 6 indivs
 2015-06-23 23:47:4551 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:4551 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:4551 50672 algorithms.HGS.HGS DEBUG Node #2 . sprout()
 2015-06-23 23:47:4551 50672 algorithms.HGS.HGS DEBUG Node #2 . sprout :: not sprouting (C)
 2015-06-23 23:47:4551 50672 algorithms.HGS.HGS DEBUG Node #2 . branch_reduction
 2015-06-23 23:47:4551 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter yielding cost 4
 2015-06-23 23:47:4551 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop
 2015-06-23 23:47:4552 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:4552 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:4553 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:4553 50672 algorithms.HGS.HGS DEBUG Node #2 . sprout()
 2015-06-23 23:47:4553 50672 algorithms.HGS.HGS DEBUG Node #2 . sprout :: not sprouting (C)
 2015-06-23 23:47:4553 50672 algorithms.HGS.HGS DEBUG Node #2 . branch_reduction
 2015-06-23 23:47:4553 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter yielding cost 6
 2015-06-23 23:47:4553 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop
 2015-06-23 23:47:4553 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:4554 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:4554 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:4554 50672 algorithms.HGS.HGS DEBUG Node #2 . sprout()
 2015-06-23 23:47:4554 50672 algorithms.HGS.HGS DEBUG Node #2 . sprout :: not sprouting (C)
 2015-06-23 23:47:4554 50672 algorithms.HGS.HGS DEBUG Node #2 . branch_reduction
 2015-06-23 23:47:4554 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter yielding cost 6
 2015-06-23 23:47:4554 50672 algorithms.HGS.HGS DEBUG Node #4 is finished
 2015-06-23 23:47:4554 50672 algorithms.HGS.HGS DEBUG HGS.get_nodes :: not yielding #4
 2015-06-23 23:47:4554 50672 algorithms.HGS.HGS DEBUG HGS.opulation_generator :: yield cost 202
 2015-06-23 23:47:4554 50672 algorithms.HGS.HGS DEBUG Create HGSProxy <algorithms.HGS.HGS.HGS.HGSProxy object at 0x10ebde860>
 2015-06-23 23:47:4555 50672 algorithms.HGS.HGS DEBUG HGS.population_generator :: loop
 2015-06-23 23:47:4555 50672 algorithms.HGS.HGS DEBUG HGS.get_nodes(include_finished=False)
 2015-06-23 23:47:4555 50672 algorithms.HGS.HGS DEBUG HGS.get_nodes :: yielding #0
 2015-06-23 23:47:4555 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter()
 2015-06-23 23:47:4555 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop
 2015-06-23 23:47:4567 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 0 while having 75 indivs
 2015-06-23 23:47:4595 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 25 while having 75 indivs
 2015-06-23 23:47:45119 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 25 while having 75 indivs
 2015-06-23 23:47:45119 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout()
 2015-06-23 23:47:45147 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout :: candidate [0.07654352147656698, 0.5028781701307549, 0.5083644203992144, 0.5022761376741808, 0.5043819625630178, 0.5070158498971596, 0.5090275742727896, 0.5041825417018321, 0.5049989289133353, 0.5062054395080368]
 2015-06-23 23:47:45148 50672 algorithms.HGS.HGS DEBUG Node #1 :: average = [0.24935896992597598, 2.0149580290702183, 2.0051574721794529, 1.5131131926334778, 1.9919498848333272, 1.9998800409083295, 2.0047147176746436, 1.4962921036504058, 2.4986985638911516, 1.9990117307238071]
 2015-06-23 23:47:45148 50672 algorithms.HGS.HGS DEBUG Node #3 :: Wow, last_proxy=None and someone wanted the population. self=<algorithms.HGS.HGS.HGS.Node object at 0x10ebc3e48>
 2015-06-23 23:47:45148 50672 algorithms.HGS.HGS DEBUG Node #3 :: average = []
 2015-06-23 23:47:45148 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout :: next candidate
 2015-06-23 23:47:45148 50672 algorithms.HGS.HGS DEBUG Node #0 . branch_reduction
 2015-06-23 23:47:45148 50672 algorithms.HGS.HGS DEBUG Node #3 is finished
 2015-06-23 23:47:45148 50672 algorithms.HGS.HGS DEBUG Node #3 is finished
 2015-06-23 23:47:45148 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter yielding cost 50
 2015-06-23 23:47:45148 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop
 2015-06-23 23:47:45157 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 0 while having 75 indivs
 2015-06-23 23:47:45179 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 25 while having 75 indivs
 2015-06-23 23:47:45200 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 25 while having 75 indivs
 2015-06-23 23:47:45200 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout()
 2015-06-23 23:47:45229 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout :: candidate [0.09124642800719779, 0.5058768257533481, 0.5083196064507747, 0.5022624264620642, 0.5044666048560394, 0.5074394673749336, 0.5090142589090267, 0.5041797207193247, 0.5049534788940286, 0.5062333811138935]
 2015-06-23 23:47:45230 50672 algorithms.HGS.HGS DEBUG Node #1 :: average = [0.24935896992597598, 2.0149580290702183, 2.0051574721794529, 1.5131131926334778, 1.9919498848333272, 1.9998800409083295, 2.0047147176746436, 1.4962921036504058, 2.4986985638911516, 1.9990117307238071]
 2015-06-23 23:47:45230 50672 algorithms.HGS.HGS DEBUG Node #3 :: Wow, last_proxy=None and someone wanted the population. self=<algorithms.HGS.HGS.HGS.Node object at 0x10ebc3e48>
 2015-06-23 23:47:45230 50672 algorithms.HGS.HGS DEBUG Node #3 :: average = []
 2015-06-23 23:47:45230 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout :: next candidate
 2015-06-23 23:47:45230 50672 algorithms.HGS.HGS DEBUG Node #0 . branch_reduction
 2015-06-23 23:47:45230 50672 algorithms.HGS.HGS DEBUG Node #3 is finished
 2015-06-23 23:47:45230 50672 algorithms.HGS.HGS DEBUG Node #3 is finished
 2015-06-23 23:47:45230 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter yielding cost 50
 2015-06-23 23:47:45230 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop
 2015-06-23 23:47:45241 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 0 while having 75 indivs
 2015-06-23 23:47:45263 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 25 while having 75 indivs
 2015-06-23 23:47:45284 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 25 while having 75 indivs
 2015-06-23 23:47:45284 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout()
 2015-06-23 23:47:45308 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout :: candidate [0.09124642800719779, 0.5058768257533481, 0.5083196064507747, 0.5022624264620642, 0.5044666048560394, 0.5074394673749336, 0.5090142589090267, 0.5041797207193247, 0.5049534788940286, 0.5062333811138935]
 2015-06-23 23:47:45309 50672 algorithms.HGS.HGS DEBUG Node #1 :: average = [0.24935896992597598, 2.0149580290702183, 2.0051574721794529, 1.5131131926334778, 1.9919498848333272, 1.9998800409083295, 2.0047147176746436, 1.4962921036504058, 2.4986985638911516, 1.9990117307238071]
 2015-06-23 23:47:45310 50672 algorithms.HGS.HGS DEBUG Node #3 :: Wow, last_proxy=None and someone wanted the population. self=<algorithms.HGS.HGS.HGS.Node object at 0x10ebc3e48>
 2015-06-23 23:47:45310 50672 algorithms.HGS.HGS DEBUG Node #3 :: average = []
 2015-06-23 23:47:45310 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout :: next candidate
 2015-06-23 23:47:45310 50672 algorithms.HGS.HGS DEBUG Node #0 . branch_reduction
 2015-06-23 23:47:45310 50672 algorithms.HGS.HGS DEBUG Node #3 is finished
 2015-06-23 23:47:45310 50672 algorithms.HGS.HGS DEBUG Node #3 is finished
 2015-06-23 23:47:45310 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter yielding cost 50
 2015-06-23 23:47:45310 50672 algorithms.HGS.HGS DEBUG HGS.get_nodes :: yielding #1
 2015-06-23 23:47:45310 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter()
 2015-06-23 23:47:45310 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop
 2015-06-23 23:47:45311 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 0 while having 18 indivs
 2015-06-23 23:47:45313 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 6 while having 18 indivs
 2015-06-23 23:47:45314 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 6 while having 18 indivs
 2015-06-23 23:47:45314 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout()
 2015-06-23 23:47:45316 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout :: candidate [0.24950729754571693, 2.00452702965847, 2.00467695792624, 1.5129239661201488, 1.9919527051259263, 1.9998801906007522, 2.0048988799555905, 1.4948290921499034, 2.498631385620234, 1.9989851614274634]
 2015-06-23 23:47:45316 50672 algorithms.HGS.HGS DEBUG Node #2 :: average = [0.60272536779156727, 4.801800079081092, 4.9477220530010797, 3.9422578839867253, 4.9717682627375819, 5.5059730696179612, 4.8872637270147434, 3.943595804690208, 6.441893746993145, 4.9840207803792991]
 2015-06-23 23:47:45317 50672 algorithms.HGS.HGS DEBUG Node #4 :: Wow, last_proxy=None and someone wanted the population. self=<algorithms.HGS.HGS.HGS.Node object at 0x10ebd6c50>
 2015-06-23 23:47:45317 50672 algorithms.HGS.HGS DEBUG Node #4 :: average = []
 2015-06-23 23:47:45317 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout :: next candidate
 2015-06-23 23:47:45317 50672 algorithms.HGS.HGS DEBUG Node #1 . branch_reduction
 2015-06-23 23:47:45317 50672 algorithms.HGS.HGS DEBUG Node #4 is finished
 2015-06-23 23:47:45317 50672 algorithms.HGS.HGS DEBUG Node #4 is finished
 2015-06-23 23:47:45317 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter yielding cost 12
 2015-06-23 23:47:45317 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop
 2015-06-23 23:47:45318 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 0 while having 18 indivs
 2015-06-23 23:47:45319 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 6 while having 18 indivs
 2015-06-23 23:47:45321 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 6 while having 18 indivs
 2015-06-23 23:47:45321 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout()
 2015-06-23 23:47:45323 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout :: candidate [0.2524201492067216, 2.006608881933009, 2.0048684376358423, 1.5129970919861004, 1.991955546580525, 1.999880118780147, 2.0048822878757653, 1.5014367273700786, 2.4973469817167, 1.9989900373814993]
 2015-06-23 23:47:45323 50672 algorithms.HGS.HGS DEBUG Node #2 :: average = [0.60272536779156727, 4.801800079081092, 4.9477220530010797, 3.9422578839867253, 4.9717682627375819, 5.5059730696179612, 4.8872637270147434, 3.943595804690208, 6.441893746993145, 4.9840207803792991]
 2015-06-23 23:47:45323 50672 algorithms.HGS.HGS DEBUG Node #4 :: Wow, last_proxy=None and someone wanted the population. self=<algorithms.HGS.HGS.HGS.Node object at 0x10ebd6c50>
 2015-06-23 23:47:45323 50672 algorithms.HGS.HGS DEBUG Node #4 :: average = []
 2015-06-23 23:47:45323 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout :: next candidate
 2015-06-23 23:47:45323 50672 algorithms.HGS.HGS DEBUG Node #1 . branch_reduction
 2015-06-23 23:47:45323 50672 algorithms.HGS.HGS DEBUG Node #4 is finished
 2015-06-23 23:47:45323 50672 algorithms.HGS.HGS DEBUG Node #4 is finished
 2015-06-23 23:47:45323 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter yielding cost 12
 2015-06-23 23:47:45323 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop
 2015-06-23 23:47:45324 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 0 while having 18 indivs
 2015-06-23 23:47:45326 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 6 while having 18 indivs
 2015-06-23 23:47:45327 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 6 while having 18 indivs
 2015-06-23 23:47:45327 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout()
 2015-06-23 23:47:45329 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout :: candidate [0.25849157769348197, 2.009380568676424, 2.004879299703637, 1.512999119474134, 1.9919555729451435, 1.9998800476651502, 2.0048648505500504, 1.5030280963996296, 2.4972541901428964, 1.9989916424538376]
 2015-06-23 23:47:45330 50672 algorithms.HGS.HGS DEBUG Node #2 :: average = [0.60272536779156727, 4.801800079081092, 4.9477220530010797, 3.9422578839867253, 4.9717682627375819, 5.5059730696179612, 4.8872637270147434, 3.943595804690208, 6.441893746993145, 4.9840207803792991]
 2015-06-23 23:47:45330 50672 algorithms.HGS.HGS DEBUG Node #4 :: Wow, last_proxy=None and someone wanted the population. self=<algorithms.HGS.HGS.HGS.Node object at 0x10ebd6c50>
 2015-06-23 23:47:45330 50672 algorithms.HGS.HGS DEBUG Node #4 :: average = []
 2015-06-23 23:47:45330 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout :: next candidate
 2015-06-23 23:47:45330 50672 algorithms.HGS.HGS DEBUG Node #1 . branch_reduction
 2015-06-23 23:47:45330 50672 algorithms.HGS.HGS DEBUG Node #4 is finished
 2015-06-23 23:47:45330 50672 algorithms.HGS.HGS DEBUG Node #4 is finished
 2015-06-23 23:47:45330 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter yielding cost 12
 2015-06-23 23:47:45330 50672 algorithms.HGS.HGS DEBUG Node #3 is finished
 2015-06-23 23:47:45330 50672 algorithms.HGS.HGS DEBUG HGS.get_nodes :: not yielding #3
 2015-06-23 23:47:45330 50672 algorithms.HGS.HGS DEBUG HGS.get_nodes :: yielding #2
 2015-06-23 23:47:45330 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter()
 2015-06-23 23:47:45330 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop
 2015-06-23 23:47:45331 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 0 while having 6 indivs
 2015-06-23 23:47:45332 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:45332 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:45332 50672 algorithms.HGS.HGS DEBUG Node #2 . sprout()
 2015-06-23 23:47:45332 50672 algorithms.HGS.HGS DEBUG Node #2 . sprout :: not sprouting (C)
 2015-06-23 23:47:45332 50672 algorithms.HGS.HGS DEBUG Node #2 . branch_reduction
 2015-06-23 23:47:45332 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter yielding cost 4
 2015-06-23 23:47:45332 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop
 2015-06-23 23:47:45333 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:45333 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:45333 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:45333 50672 algorithms.HGS.HGS DEBUG Node #2 . sprout()
 2015-06-23 23:47:45333 50672 algorithms.HGS.HGS DEBUG Node #2 . sprout :: not sprouting (C)
 2015-06-23 23:47:45333 50672 algorithms.HGS.HGS DEBUG Node #2 . branch_reduction
 2015-06-23 23:47:45333 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter yielding cost 6
 2015-06-23 23:47:45334 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop
 2015-06-23 23:47:45334 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:45334 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:45335 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:45335 50672 algorithms.HGS.HGS DEBUG Node #2 . sprout()
 2015-06-23 23:47:45335 50672 algorithms.HGS.HGS DEBUG Node #2 . sprout :: not sprouting (C)
 2015-06-23 23:47:45335 50672 algorithms.HGS.HGS DEBUG Node #2 . branch_reduction
 2015-06-23 23:47:45335 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter yielding cost 6
 2015-06-23 23:47:45335 50672 algorithms.HGS.HGS DEBUG Node #4 is finished
 2015-06-23 23:47:45335 50672 algorithms.HGS.HGS DEBUG HGS.get_nodes :: not yielding #4
 2015-06-23 23:47:45335 50672 algorithms.HGS.HGS DEBUG HGS.opulation_generator :: yield cost 202
 2015-06-23 23:47:45335 50672 algorithms.HGS.HGS DEBUG Create HGSProxy <algorithms.HGS.HGS.HGS.HGSProxy object at 0x10ebde2e8>
 2015-06-23 23:47:45335 50672 algorithms.HGS.HGS DEBUG HGS.population_generator :: loop
 2015-06-23 23:47:45335 50672 algorithms.HGS.HGS DEBUG HGS.get_nodes(include_finished=False)
 2015-06-23 23:47:45335 50672 algorithms.HGS.HGS DEBUG HGS.get_nodes :: yielding #0
 2015-06-23 23:47:45335 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter()
 2015-06-23 23:47:45335 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop
 2015-06-23 23:47:45345 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 0 while having 75 indivs
 2015-06-23 23:47:45368 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 25 while having 75 indivs
 2015-06-23 23:47:45394 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 25 while having 75 indivs
 2015-06-23 23:47:45394 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout()
 2015-06-23 23:47:45423 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout :: candidate [0.09290417428355703, 0.5058216274485875, 0.5083200296372327, 0.5022397777777622, 0.5044400045698417, 0.5074474567921536, 0.5090211038944696, 0.5041986141230937, 0.5049541446299117, 0.5062152409446349]
 2015-06-23 23:47:45424 50672 algorithms.HGS.HGS DEBUG Node #1 :: average = [0.25307758312761736, 2.0092126014122305, 2.004865852181569, 1.5129983197367938, 1.9919557362462255, 1.999880029056553, 2.0048611078156302, 1.5032796004697178, 2.4979643247259635, 1.9989917142394724]
 2015-06-23 23:47:45424 50672 algorithms.HGS.HGS DEBUG Node #3 :: Wow, last_proxy=None and someone wanted the population. self=<algorithms.HGS.HGS.HGS.Node object at 0x10ebc3e48>
 2015-06-23 23:47:45424 50672 algorithms.HGS.HGS DEBUG Node #3 :: average = []
 2015-06-23 23:47:45424 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout :: next candidate
 2015-06-23 23:47:45424 50672 algorithms.HGS.HGS DEBUG Node #0 . branch_reduction
 2015-06-23 23:47:45424 50672 algorithms.HGS.HGS DEBUG Node #3 is finished
 2015-06-23 23:47:45424 50672 algorithms.HGS.HGS DEBUG Node #3 is finished
 2015-06-23 23:47:45424 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter yielding cost 50
 2015-06-23 23:47:45424 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop
 2015-06-23 23:47:45434 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 0 while having 75 indivs
 2015-06-23 23:47:45455 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 25 while having 75 indivs
 2015-06-23 23:47:45477 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 25 while having 75 indivs
 2015-06-23 23:47:45477 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout()
 2015-06-23 23:47:45501 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout :: candidate [0.09503497974376063, 0.5047571266109113, 0.5083185264409316, 0.5022239951878551, 0.5044488793580227, 0.5078855917450004, 0.5090181369368347, 0.5041968964082055, 0.5049319152411571, 0.5062003304025919]
 2015-06-23 23:47:45502 50672 algorithms.HGS.HGS DEBUG Node #1 :: average = [0.25307758312761736, 2.0092126014122305, 2.004865852181569, 1.5129983197367938, 1.9919557362462255, 1.999880029056553, 2.0048611078156302, 1.5032796004697178, 2.4979643247259635, 1.9989917142394724]
 2015-06-23 23:47:45502 50672 algorithms.HGS.HGS DEBUG Node #3 :: Wow, last_proxy=None and someone wanted the population. self=<algorithms.HGS.HGS.HGS.Node object at 0x10ebc3e48>
 2015-06-23 23:47:45502 50672 algorithms.HGS.HGS DEBUG Node #3 :: average = []
 2015-06-23 23:47:45503 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout :: next candidate
 2015-06-23 23:47:45503 50672 algorithms.HGS.HGS DEBUG Node #0 . branch_reduction
 2015-06-23 23:47:45503 50672 algorithms.HGS.HGS DEBUG Node #3 is finished
 2015-06-23 23:47:45503 50672 algorithms.HGS.HGS DEBUG Node #3 is finished
 2015-06-23 23:47:45503 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter yielding cost 50
 2015-06-23 23:47:45503 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop
 2015-06-23 23:47:45513 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 0 while having 75 indivs
 2015-06-23 23:47:45541 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 25 while having 75 indivs
 2015-06-23 23:47:45564 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 25 while having 75 indivs
 2015-06-23 23:47:45564 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout()
 2015-06-23 23:47:45591 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout :: candidate [0.09503497974376063, 0.5047571266109113, 0.5083185264409316, 0.5022239951878551, 0.5044488793580227, 0.5078855917450004, 0.5090181369368347, 0.5041968964082055, 0.5049319152411571, 0.5062003304025919]
 2015-06-23 23:47:45592 50672 algorithms.HGS.HGS DEBUG Node #1 :: average = [0.25307758312761736, 2.0092126014122305, 2.004865852181569, 1.5129983197367938, 1.9919557362462255, 1.999880029056553, 2.0048611078156302, 1.5032796004697178, 2.4979643247259635, 1.9989917142394724]
 2015-06-23 23:47:45592 50672 algorithms.HGS.HGS DEBUG Node #3 :: Wow, last_proxy=None and someone wanted the population. self=<algorithms.HGS.HGS.HGS.Node object at 0x10ebc3e48>
 2015-06-23 23:47:45592 50672 algorithms.HGS.HGS DEBUG Node #3 :: average = []
 2015-06-23 23:47:45592 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout :: next candidate
 2015-06-23 23:47:45592 50672 algorithms.HGS.HGS DEBUG Node #0 . branch_reduction
 2015-06-23 23:47:45592 50672 algorithms.HGS.HGS DEBUG Node #3 is finished
 2015-06-23 23:47:45592 50672 algorithms.HGS.HGS DEBUG Node #3 is finished
 2015-06-23 23:47:45592 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter yielding cost 50
 2015-06-23 23:47:45592 50672 algorithms.HGS.HGS DEBUG HGS.get_nodes :: yielding #1
 2015-06-23 23:47:45592 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter()
 2015-06-23 23:47:45592 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop
 2015-06-23 23:47:45593 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 0 while having 18 indivs
 2015-06-23 23:47:45595 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 6 while having 18 indivs
 2015-06-23 23:47:45596 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 6 while having 18 indivs
 2015-06-23 23:47:45596 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout()
 2015-06-23 23:47:45598 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout :: candidate [0.25794287868644167, 2.007769350397546, 2.0048746629471608, 1.5129986733866359, 1.9919555924932622, 1.9998800506344827, 2.0048721576572675, 1.5023090042332954, 2.497531535990489, 1.9989914664247925]
 2015-06-23 23:47:45599 50672 algorithms.HGS.HGS DEBUG Node #2 :: average = [0.60233480837842657, 4.801800079081092, 4.9477220530010797, 3.9422578839867253, 4.9731637872714014, 5.5059730696179612, 4.8872637270147434, 3.943595804690208, 6.441893746993145, 4.9851554822483983]
 2015-06-23 23:47:45599 50672 algorithms.HGS.HGS DEBUG Node #4 :: Wow, last_proxy=None and someone wanted the population. self=<algorithms.HGS.HGS.HGS.Node object at 0x10ebd6c50>
 2015-06-23 23:47:45599 50672 algorithms.HGS.HGS DEBUG Node #4 :: average = []
 2015-06-23 23:47:45599 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout :: next candidate
 2015-06-23 23:47:45599 50672 algorithms.HGS.HGS DEBUG Node #1 . branch_reduction
 2015-06-23 23:47:45599 50672 algorithms.HGS.HGS DEBUG Node #4 is finished
 2015-06-23 23:47:45599 50672 algorithms.HGS.HGS DEBUG Node #4 is finished
 2015-06-23 23:47:45599 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter yielding cost 12
 2015-06-23 23:47:45599 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop
 2015-06-23 23:47:45600 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 0 while having 18 indivs
 2015-06-23 23:47:45601 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 6 while having 18 indivs
 2015-06-23 23:47:45603 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 6 while having 18 indivs
 2015-06-23 23:47:45603 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout()
 2015-06-23 23:47:45605 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout :: candidate [0.26839887419301367, 2.0077356363602443, 2.004869402592733, 1.5129987365112827, 1.9919557205209497, 2.001176326612892, 2.0048717873810142, 1.5023116625157136, 2.498049391296543, 1.9989915918448293]
 2015-06-23 23:47:45605 50672 algorithms.HGS.HGS DEBUG Node #2 :: average = [0.60233480837842657, 4.801800079081092, 4.9477220530010797, 3.9422578839867253, 4.9731637872714014, 5.5059730696179612, 4.8872637270147434, 3.943595804690208, 6.441893746993145, 4.9851554822483983]
 2015-06-23 23:47:45605 50672 algorithms.HGS.HGS DEBUG Node #4 :: Wow, last_proxy=None and someone wanted the population. self=<algorithms.HGS.HGS.HGS.Node object at 0x10ebd6c50>
 2015-06-23 23:47:45605 50672 algorithms.HGS.HGS DEBUG Node #4 :: average = []
 2015-06-23 23:47:45605 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout :: next candidate
 2015-06-23 23:47:45605 50672 algorithms.HGS.HGS DEBUG Node #1 . branch_reduction
 2015-06-23 23:47:45605 50672 algorithms.HGS.HGS DEBUG Node #4 is finished
 2015-06-23 23:47:45606 50672 algorithms.HGS.HGS DEBUG Node #4 is finished
 2015-06-23 23:47:45606 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter yielding cost 12
 2015-06-23 23:47:45606 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop
 2015-06-23 23:47:45607 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 0 while having 18 indivs
 2015-06-23 23:47:45608 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 6 while having 18 indivs
 2015-06-23 23:47:45610 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 6 while having 18 indivs
 2015-06-23 23:47:45610 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout()
 2015-06-23 23:47:45612 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout :: candidate [0.26839887419301367, 2.0077356363602443, 2.004869402592733, 1.5129987365112827, 1.9919557205209497, 2.001176326612892, 2.0048717873810142, 1.5023116625157136, 2.498049391296543, 1.9989915918448293]
 2015-06-23 23:47:45612 50672 algorithms.HGS.HGS DEBUG Node #2 :: average = [0.60233480837842657, 4.801800079081092, 4.9477220530010797, 3.9422578839867253, 4.9731637872714014, 5.5059730696179612, 4.8872637270147434, 3.943595804690208, 6.441893746993145, 4.9851554822483983]
 2015-06-23 23:47:45612 50672 algorithms.HGS.HGS DEBUG Node #4 :: Wow, last_proxy=None and someone wanted the population. self=<algorithms.HGS.HGS.HGS.Node object at 0x10ebd6c50>
 2015-06-23 23:47:45612 50672 algorithms.HGS.HGS DEBUG Node #4 :: average = []
 2015-06-23 23:47:45612 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout :: next candidate
 2015-06-23 23:47:45612 50672 algorithms.HGS.HGS DEBUG Node #1 . branch_reduction
 2015-06-23 23:47:45612 50672 algorithms.HGS.HGS DEBUG Node #4 is finished
 2015-06-23 23:47:45612 50672 algorithms.HGS.HGS DEBUG Node #4 is finished
 2015-06-23 23:47:45612 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter yielding cost 12
 2015-06-23 23:47:45612 50672 algorithms.HGS.HGS DEBUG Node #3 is finished
 2015-06-23 23:47:45613 50672 algorithms.HGS.HGS DEBUG HGS.get_nodes :: not yielding #3
 2015-06-23 23:47:45613 50672 algorithms.HGS.HGS DEBUG HGS.get_nodes :: yielding #2
 2015-06-23 23:47:45613 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter()
 2015-06-23 23:47:45613 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop
 2015-06-23 23:47:45613 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 0 while having 6 indivs
 2015-06-23 23:47:45613 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:45614 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:45614 50672 algorithms.HGS.HGS DEBUG Node #2 . sprout()
 2015-06-23 23:47:45614 50672 algorithms.HGS.HGS DEBUG Node #2 . sprout :: not sprouting (C)
 2015-06-23 23:47:45614 50672 algorithms.HGS.HGS DEBUG Node #2 . branch_reduction
 2015-06-23 23:47:45614 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter yielding cost 4
 2015-06-23 23:47:45614 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop
 2015-06-23 23:47:45614 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:45615 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:45615 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:45615 50672 algorithms.HGS.HGS DEBUG Node #2 . sprout()
 2015-06-23 23:47:45615 50672 algorithms.HGS.HGS DEBUG Node #2 . sprout :: not sprouting (C)
 2015-06-23 23:47:45615 50672 algorithms.HGS.HGS DEBUG Node #2 . branch_reduction
 2015-06-23 23:47:45615 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter yielding cost 6
 2015-06-23 23:47:45615 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop
 2015-06-23 23:47:45615 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:45616 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:45616 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:45616 50672 algorithms.HGS.HGS DEBUG Node #2 . sprout()
 2015-06-23 23:47:45616 50672 algorithms.HGS.HGS DEBUG Node #2 . sprout :: not sprouting (C)
 2015-06-23 23:47:45616 50672 algorithms.HGS.HGS DEBUG Node #2 . branch_reduction
 2015-06-23 23:47:45616 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter yielding cost 6
 2015-06-23 23:47:45616 50672 algorithms.HGS.HGS DEBUG Node #4 is finished
 2015-06-23 23:47:45616 50672 algorithms.HGS.HGS DEBUG HGS.get_nodes :: not yielding #4
 2015-06-23 23:47:45616 50672 algorithms.HGS.HGS DEBUG HGS.opulation_generator :: yield cost 202
 2015-06-23 23:47:45616 50672 algorithms.HGS.HGS DEBUG Create HGSProxy <algorithms.HGS.HGS.HGS.HGSProxy object at 0x10ebde550>
 2015-06-23 23:47:45617 50672 algorithms.HGS.HGS DEBUG HGS.population_generator :: loop
 2015-06-23 23:47:45617 50672 algorithms.HGS.HGS DEBUG HGS.get_nodes(include_finished=False)
 2015-06-23 23:47:45617 50672 algorithms.HGS.HGS DEBUG HGS.get_nodes :: yielding #0
 2015-06-23 23:47:45617 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter()
 2015-06-23 23:47:45617 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop
 2015-06-23 23:47:45626 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 0 while having 75 indivs
 2015-06-23 23:47:45648 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 25 while having 75 indivs
 2015-06-23 23:47:45670 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 25 while having 75 indivs
 2015-06-23 23:47:45670 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout()
 2015-06-23 23:47:45701 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout :: candidate [0.09491749750818153, 0.504871604338534, 0.504950797602945, 0.502226227554746, 0.5044130788446993, 0.5078508065716293, 0.5089461261816293, 0.5045145427515138, 0.5049328868784744, 0.5062039873676324]
 2015-06-23 23:47:45702 50672 algorithms.HGS.HGS DEBUG Node #1 :: average = [0.26016298034576629, 2.0079721580926511, 2.0048747186844258, 1.5129983773014368, 1.9919556268995768, 2.0010715917216211, 2.0048703163087702, 1.5026162799976939, 2.5000941353378145, 1.9989915408704764]
 2015-06-23 23:47:45702 50672 algorithms.HGS.HGS DEBUG Node #3 :: Wow, last_proxy=None and someone wanted the population. self=<algorithms.HGS.HGS.HGS.Node object at 0x10ebc3e48>
 2015-06-23 23:47:45702 50672 algorithms.HGS.HGS DEBUG Node #3 :: average = []
 2015-06-23 23:47:45702 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout :: next candidate
 2015-06-23 23:47:45702 50672 algorithms.HGS.HGS DEBUG Node #0 . branch_reduction
 2015-06-23 23:47:45702 50672 algorithms.HGS.HGS DEBUG Node #3 is finished
 2015-06-23 23:47:45702 50672 algorithms.HGS.HGS DEBUG Node #3 is finished
 2015-06-23 23:47:45702 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter yielding cost 50
 2015-06-23 23:47:45702 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop
 2015-06-23 23:47:45715 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 0 while having 75 indivs
 2015-06-23 23:47:45737 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 25 while having 75 indivs
 2015-06-23 23:47:45760 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 25 while having 75 indivs
 2015-06-23 23:47:45760 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout()
 2015-06-23 23:47:45785 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout :: candidate [0.09495685062103404, 0.5048629260207492, 0.5062221016184394, 0.502225819043507, 0.5049929353616235, 0.5078520632798632, 0.5089808579492995, 0.5042206169293946, 0.5049325416869525, 0.5062038111092659]
 2015-06-23 23:47:45786 50672 algorithms.HGS.HGS DEBUG Node #1 :: average = [0.26016298034576629, 2.0079721580926511, 2.0048747186844258, 1.5129983773014368, 1.9919556268995768, 2.0010715917216211, 2.0048703163087702, 1.5026162799976939, 2.5000941353378145, 1.9989915408704764]
 2015-06-23 23:47:45786 50672 algorithms.HGS.HGS DEBUG Node #3 :: Wow, last_proxy=None and someone wanted the population. self=<algorithms.HGS.HGS.HGS.Node object at 0x10ebc3e48>
 2015-06-23 23:47:45786 50672 algorithms.HGS.HGS DEBUG Node #3 :: average = []
 2015-06-23 23:47:45786 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout :: next candidate
 2015-06-23 23:47:45786 50672 algorithms.HGS.HGS DEBUG Node #0 . branch_reduction
 2015-06-23 23:47:45786 50672 algorithms.HGS.HGS DEBUG Node #3 is finished
 2015-06-23 23:47:45786 50672 algorithms.HGS.HGS DEBUG Node #3 is finished
 2015-06-23 23:47:45786 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter yielding cost 50
 2015-06-23 23:47:45786 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop
 2015-06-23 23:47:45796 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 0 while having 75 indivs
 2015-06-23 23:47:45820 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 25 while having 75 indivs
 2015-06-23 23:47:45840 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 25 while having 75 indivs
 2015-06-23 23:47:45840 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout()
 2015-06-23 23:47:45869 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout :: candidate [0.09479243589004072, 0.5047940747968096, 0.5065434134718096, 0.5022256904099727, 0.5071948131361583, 0.507872249092293, 0.5062931261608499, 0.5043252936927388, 0.5049322908158398, 0.5062003488606958]
 2015-06-23 23:47:45870 50672 algorithms.HGS.HGS DEBUG Node #1 :: average = [0.26016298034576629, 2.0079721580926511, 2.0048747186844258, 1.5129983773014368, 1.9919556268995768, 2.0010715917216211, 2.0048703163087702, 1.5026162799976939, 2.5000941353378145, 1.9989915408704764]
 2015-06-23 23:47:45870 50672 algorithms.HGS.HGS DEBUG Node #3 :: Wow, last_proxy=None and someone wanted the population. self=<algorithms.HGS.HGS.HGS.Node object at 0x10ebc3e48>
 2015-06-23 23:47:45870 50672 algorithms.HGS.HGS DEBUG Node #3 :: average = []
 2015-06-23 23:47:45870 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout :: next candidate
 2015-06-23 23:47:45870 50672 algorithms.HGS.HGS DEBUG Node #0 . branch_reduction
 2015-06-23 23:47:45870 50672 algorithms.HGS.HGS DEBUG Node #3 is finished
 2015-06-23 23:47:45870 50672 algorithms.HGS.HGS DEBUG Node #3 is finished
 2015-06-23 23:47:45870 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter yielding cost 50
 2015-06-23 23:47:45870 50672 algorithms.HGS.HGS DEBUG HGS.get_nodes :: yielding #1
 2015-06-23 23:47:45870 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter()
 2015-06-23 23:47:45870 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop
 2015-06-23 23:47:45871 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 0 while having 18 indivs
 2015-06-23 23:47:45872 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 6 while having 18 indivs
 2015-06-23 23:47:45874 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 6 while having 18 indivs
 2015-06-23 23:47:45874 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout()
 2015-06-23 23:47:45876 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout :: candidate [0.26680415323908485, 2.007856214774113, 2.00487321576842, 1.5129985639185846, 1.991955648443989, 2.001753624609053, 2.004870428550807, 1.5024602384325778, 2.5009686987259063, 1.9989915479896128]
 2015-06-23 23:47:45876 50672 algorithms.HGS.HGS DEBUG Node #2 :: average = [0.60233480837842657, 4.8829809957636821, 4.9477220530010797, 3.9621559770363834, 4.974905823901425, 5.5059730696179612, 4.8872637270147434, 3.943595804690208, 6.441893746993145, 5.0467509945104023]
 2015-06-23 23:47:45876 50672 algorithms.HGS.HGS DEBUG Node #4 :: Wow, last_proxy=None and someone wanted the population. self=<algorithms.HGS.HGS.HGS.Node object at 0x10ebd6c50>
 2015-06-23 23:47:45876 50672 algorithms.HGS.HGS DEBUG Node #4 :: average = []
 2015-06-23 23:47:45876 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout :: next candidate
 2015-06-23 23:47:45876 50672 algorithms.HGS.HGS DEBUG Node #1 . branch_reduction
 2015-06-23 23:47:45876 50672 algorithms.HGS.HGS DEBUG Node #4 is finished
 2015-06-23 23:47:45877 50672 algorithms.HGS.HGS DEBUG Node #4 is finished
 2015-06-23 23:47:45877 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter yielding cost 12
 2015-06-23 23:47:45877 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop
 2015-06-23 23:47:45877 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 0 while having 18 indivs
 2015-06-23 23:47:45879 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 6 while having 18 indivs
 2015-06-23 23:47:45880 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 6 while having 18 indivs
 2015-06-23 23:47:45880 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout()
 2015-06-23 23:47:45882 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout :: candidate [0.2702669684206377, 2.0078412043487166, 2.0048705385639005, 1.5129987262663103, 1.9919557050563812, 2.0011901147482787, 2.0048711986669505, 1.5023570956245775, 2.498548494086095, 1.9989915873772302]
 2015-06-23 23:47:45882 50672 algorithms.HGS.HGS DEBUG Node #2 :: average = [0.60233480837842657, 4.8829809957636821, 4.9477220530010797, 3.9621559770363834, 4.974905823901425, 5.5059730696179612, 4.8872637270147434, 3.943595804690208, 6.441893746993145, 5.0467509945104023]
 2015-06-23 23:47:45883 50672 algorithms.HGS.HGS DEBUG Node #4 :: Wow, last_proxy=None and someone wanted the population. self=<algorithms.HGS.HGS.HGS.Node object at 0x10ebd6c50>
 2015-06-23 23:47:45883 50672 algorithms.HGS.HGS DEBUG Node #4 :: average = []
 2015-06-23 23:47:45883 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout :: next candidate
 2015-06-23 23:47:45883 50672 algorithms.HGS.HGS DEBUG Node #1 . branch_reduction
 2015-06-23 23:47:45883 50672 algorithms.HGS.HGS DEBUG Node #4 is finished
 2015-06-23 23:47:45883 50672 algorithms.HGS.HGS DEBUG Node #4 is finished
 2015-06-23 23:47:45883 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter yielding cost 12
 2015-06-23 23:47:45883 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop
 2015-06-23 23:47:45884 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 0 while having 18 indivs
 2015-06-23 23:47:45885 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 6 while having 18 indivs
 2015-06-23 23:47:45887 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 6 while having 18 indivs
 2015-06-23 23:47:45887 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout()
 2015-06-23 23:47:45889 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout :: candidate [0.2702669684206377, 2.0078412043487166, 2.0048705385639005, 1.5129987262663103, 1.9919557050563812, 2.0011901147482787, 2.0048711986669505, 1.5023570956245775, 2.498548494086095, 1.9989915873772302]
 2015-06-23 23:47:45889 50672 algorithms.HGS.HGS DEBUG Node #2 :: average = [0.60233480837842657, 4.8829809957636821, 4.9477220530010797, 3.9621559770363834, 4.974905823901425, 5.5059730696179612, 4.8872637270147434, 3.943595804690208, 6.441893746993145, 5.0467509945104023]
 2015-06-23 23:47:45889 50672 algorithms.HGS.HGS DEBUG Node #4 :: Wow, last_proxy=None and someone wanted the population. self=<algorithms.HGS.HGS.HGS.Node object at 0x10ebd6c50>
 2015-06-23 23:47:45889 50672 algorithms.HGS.HGS DEBUG Node #4 :: average = []
 2015-06-23 23:47:45889 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout :: next candidate
 2015-06-23 23:47:45889 50672 algorithms.HGS.HGS DEBUG Node #1 . branch_reduction
 2015-06-23 23:47:45889 50672 algorithms.HGS.HGS DEBUG Node #4 is finished
 2015-06-23 23:47:45889 50672 algorithms.HGS.HGS DEBUG Node #4 is finished
 2015-06-23 23:47:45889 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter yielding cost 12
 2015-06-23 23:47:45889 50672 algorithms.HGS.HGS DEBUG Node #3 is finished
 2015-06-23 23:47:45889 50672 algorithms.HGS.HGS DEBUG HGS.get_nodes :: not yielding #3
 2015-06-23 23:47:45890 50672 algorithms.HGS.HGS DEBUG HGS.get_nodes :: yielding #2
 2015-06-23 23:47:45890 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter()
 2015-06-23 23:47:45890 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop
 2015-06-23 23:47:45890 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 0 while having 6 indivs
 2015-06-23 23:47:45890 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:45890 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:45891 50672 algorithms.HGS.HGS DEBUG Node #2 . sprout()
 2015-06-23 23:47:45891 50672 algorithms.HGS.HGS DEBUG Node #2 . sprout :: not sprouting (C)
 2015-06-23 23:47:45891 50672 algorithms.HGS.HGS DEBUG Node #2 . branch_reduction
 2015-06-23 23:47:45891 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter yielding cost 4
 2015-06-23 23:47:45891 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop
 2015-06-23 23:47:45891 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:45891 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:45892 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:45892 50672 algorithms.HGS.HGS DEBUG Node #2 . sprout()
 2015-06-23 23:47:45892 50672 algorithms.HGS.HGS DEBUG Node #2 . sprout :: not sprouting (C)
 2015-06-23 23:47:45892 50672 algorithms.HGS.HGS DEBUG Node #2 . branch_reduction
 2015-06-23 23:47:45892 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter yielding cost 6
 2015-06-23 23:47:45892 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop
 2015-06-23 23:47:45892 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:45893 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:45893 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:45893 50672 algorithms.HGS.HGS DEBUG Node #2 . sprout()
 2015-06-23 23:47:45893 50672 algorithms.HGS.HGS DEBUG Node #2 . sprout :: not sprouting (C)
 2015-06-23 23:47:45893 50672 algorithms.HGS.HGS DEBUG Node #2 . branch_reduction
 2015-06-23 23:47:45893 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter yielding cost 6
 2015-06-23 23:47:45893 50672 algorithms.HGS.HGS DEBUG Node #4 is finished
 2015-06-23 23:47:45893 50672 algorithms.HGS.HGS DEBUG HGS.get_nodes :: not yielding #4
 2015-06-23 23:47:45893 50672 algorithms.HGS.HGS DEBUG HGS.opulation_generator :: yield cost 202
 2015-06-23 23:47:45893 50672 algorithms.HGS.HGS DEBUG Create HGSProxy <algorithms.HGS.HGS.HGS.HGSProxy object at 0x10ebded68>
 2015-06-23 23:47:45894 50672 algorithms.HGS.HGS DEBUG HGS.population_generator :: loop
 2015-06-23 23:47:45894 50672 algorithms.HGS.HGS DEBUG HGS.get_nodes(include_finished=False)
 2015-06-23 23:47:45894 50672 algorithms.HGS.HGS DEBUG HGS.get_nodes :: yielding #0
 2015-06-23 23:47:45894 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter()
 2015-06-23 23:47:45894 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop
 2015-06-23 23:47:45903 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 0 while having 75 indivs
 2015-06-23 23:47:45927 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 25 while having 75 indivs
 2015-06-23 23:47:45952 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 25 while having 75 indivs
 2015-06-23 23:47:45952 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout()
 2015-06-23 23:47:45979 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout :: candidate [0.09833623993038214, 0.504853434641414, 0.5052205542359678, 0.5022261671262037, 0.504416552568558, 0.5078617053168328, 0.5089794232754515, 0.5043817436898936, 0.5049326605291607, 0.5062037088213016]
 2015-06-23 23:47:45980 50672 algorithms.HGS.HGS DEBUG Node #1 :: average = [0.26833718477697183, 2.007825043510969, 2.0048708655122476, 1.5129987017202273, 1.9919556969986898, 2.0013687361096744, 2.004871142935873, 1.5023979923796509, 2.4997091037512593, 1.9989915861631558]
 2015-06-23 23:47:45980 50672 algorithms.HGS.HGS DEBUG Node #3 :: Wow, last_proxy=None and someone wanted the population. self=<algorithms.HGS.HGS.HGS.Node object at 0x10ebc3e48>
 2015-06-23 23:47:45980 50672 algorithms.HGS.HGS DEBUG Node #3 :: average = []
 2015-06-23 23:47:45980 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout :: next candidate
 2015-06-23 23:47:45980 50672 algorithms.HGS.HGS DEBUG Node #0 . branch_reduction
 2015-06-23 23:47:45980 50672 algorithms.HGS.HGS DEBUG Node #3 is finished
 2015-06-23 23:47:45980 50672 algorithms.HGS.HGS DEBUG Node #3 is finished
 2015-06-23 23:47:45980 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter yielding cost 50
 2015-06-23 23:47:45980 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop
 2015-06-23 23:47:45990 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 0 while having 75 indivs
 2015-06-23 23:47:4612 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 25 while having 75 indivs
 2015-06-23 23:47:4635 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 25 while having 75 indivs
 2015-06-23 23:47:4635 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout()
 2015-06-23 23:47:4660 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout :: candidate [0.1, 0.5047941726722758, 0.5067874411412491, 0.5022248446894206, 0.5064864967486192, 0.5078569327571061, 0.5070787228578566, 0.5042738626697952, 0.5049331327349437, 0.5062007812315822]
 2015-06-23 23:47:4661 50672 algorithms.HGS.HGS DEBUG Node #1 :: average = [0.26833718477697183, 2.007825043510969, 2.0048708655122476, 1.5129987017202273, 1.9919556969986898, 2.0013687361096744, 2.004871142935873, 1.5023979923796509, 2.4997091037512593, 1.9989915861631558]
 2015-06-23 23:47:4661 50672 algorithms.HGS.HGS DEBUG Node #3 :: Wow, last_proxy=None and someone wanted the population. self=<algorithms.HGS.HGS.HGS.Node object at 0x10ebc3e48>
 2015-06-23 23:47:4661 50672 algorithms.HGS.HGS DEBUG Node #3 :: average = []
 2015-06-23 23:47:4661 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout :: next candidate
 2015-06-23 23:47:4661 50672 algorithms.HGS.HGS DEBUG Node #0 . branch_reduction
 2015-06-23 23:47:4661 50672 algorithms.HGS.HGS DEBUG Node #3 is finished
 2015-06-23 23:47:4661 50672 algorithms.HGS.HGS DEBUG Node #3 is finished
 2015-06-23 23:47:4661 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter yielding cost 50
 2015-06-23 23:47:4661 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop
 2015-06-23 23:47:4674 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 0 while having 75 indivs
 2015-06-23 23:47:4696 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 25 while having 75 indivs
 2015-06-23 23:47:46119 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 25 while having 75 indivs
 2015-06-23 23:47:46119 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout()
 2015-06-23 23:47:46143 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout :: candidate [0.1, 0.5047941726722758, 0.5067874411412491, 0.5022248446894206, 0.5064864967486192, 0.5078569327571061, 0.5070787228578566, 0.5042738626697952, 0.5049331327349437, 0.5062007812315822]
 2015-06-23 23:47:46144 50672 algorithms.HGS.HGS DEBUG Node #1 :: average = [0.26833718477697183, 2.007825043510969, 2.0048708655122476, 1.5129987017202273, 1.9919556969986898, 2.0013687361096744, 2.004871142935873, 1.5023979923796509, 2.4997091037512593, 1.9989915861631558]
 2015-06-23 23:47:46144 50672 algorithms.HGS.HGS DEBUG Node #3 :: Wow, last_proxy=None and someone wanted the population. self=<algorithms.HGS.HGS.HGS.Node object at 0x10ebc3e48>
 2015-06-23 23:47:46144 50672 algorithms.HGS.HGS DEBUG Node #3 :: average = []
 2015-06-23 23:47:46145 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout :: next candidate
 2015-06-23 23:47:46145 50672 algorithms.HGS.HGS DEBUG Node #0 . branch_reduction
 2015-06-23 23:47:46145 50672 algorithms.HGS.HGS DEBUG Node #3 is finished
 2015-06-23 23:47:46145 50672 algorithms.HGS.HGS DEBUG Node #3 is finished
 2015-06-23 23:47:46145 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter yielding cost 50
 2015-06-23 23:47:46145 50672 algorithms.HGS.HGS DEBUG HGS.get_nodes :: yielding #1
 2015-06-23 23:47:46145 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter()
 2015-06-23 23:47:46145 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop
 2015-06-23 23:47:46146 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 0 while having 18 indivs
 2015-06-23 23:47:46147 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 6 while having 18 indivs
 2015-06-23 23:47:46149 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 6 while having 18 indivs
 2015-06-23 23:47:46149 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout()
 2015-06-23 23:47:46151 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout :: candidate [0.2702669684206377, 2.0078412043487166, 2.0048705385639005, 1.5129987262663103, 1.9919557050563812, 2.0011901147482787, 2.0048711986669505, 1.5023570956245775, 2.498548494086095, 1.9989915873772302]
 2015-06-23 23:47:46151 50672 algorithms.HGS.HGS DEBUG Node #2 :: average = [0.60233480837842657, 4.943122197061367, 4.9477220530010797, 3.9611303598416869, 4.9749165667923698, 5.5175544564256898, 4.8872637270147434, 3.943595804690208, 6.4765200295507608, 5.0658503348033506]
 2015-06-23 23:47:46151 50672 algorithms.HGS.HGS DEBUG Node #4 :: Wow, last_proxy=None and someone wanted the population. self=<algorithms.HGS.HGS.HGS.Node object at 0x10ebd6c50>
 2015-06-23 23:47:46152 50672 algorithms.HGS.HGS DEBUG Node #4 :: average = []
 2015-06-23 23:47:46152 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout :: next candidate
 2015-06-23 23:47:46152 50672 algorithms.HGS.HGS DEBUG Node #1 . branch_reduction
 2015-06-23 23:47:46152 50672 algorithms.HGS.HGS DEBUG Node #4 is finished
 2015-06-23 23:47:46152 50672 algorithms.HGS.HGS DEBUG Node #4 is finished
 2015-06-23 23:47:46152 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter yielding cost 12
 2015-06-23 23:47:46152 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop
 2015-06-23 23:47:46153 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 0 while having 18 indivs
 2015-06-23 23:47:46154 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 6 while having 18 indivs
 2015-06-23 23:47:46156 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 6 while having 18 indivs
 2015-06-23 23:47:46156 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout()
 2015-06-23 23:47:46158 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout :: candidate [0.2702669684206377, 2.0078412043487166, 2.0048705385639005, 1.5129987262663103, 1.9919557050563812, 2.0011901147482787, 2.0048711986669505, 1.5023570956245775, 2.498548494086095, 1.9989915873772302]
 2015-06-23 23:47:46158 50672 algorithms.HGS.HGS DEBUG Node #2 :: average = [0.60233480837842657, 4.943122197061367, 4.9477220530010797, 3.9611303598416869, 4.9749165667923698, 5.5175544564256898, 4.8872637270147434, 3.943595804690208, 6.4765200295507608, 5.0658503348033506]
 2015-06-23 23:47:46158 50672 algorithms.HGS.HGS DEBUG Node #4 :: Wow, last_proxy=None and someone wanted the population. self=<algorithms.HGS.HGS.HGS.Node object at 0x10ebd6c50>
 2015-06-23 23:47:46158 50672 algorithms.HGS.HGS DEBUG Node #4 :: average = []
 2015-06-23 23:47:46158 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout :: next candidate
 2015-06-23 23:47:46158 50672 algorithms.HGS.HGS DEBUG Node #1 . branch_reduction
 2015-06-23 23:47:46158 50672 algorithms.HGS.HGS DEBUG Node #4 is finished
 2015-06-23 23:47:46158 50672 algorithms.HGS.HGS DEBUG Node #4 is finished
 2015-06-23 23:47:46158 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter yielding cost 12
 2015-06-23 23:47:46159 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop
 2015-06-23 23:47:46159 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 0 while having 18 indivs
 2015-06-23 23:47:46161 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 6 while having 18 indivs
 2015-06-23 23:47:46163 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 6 while having 18 indivs
 2015-06-23 23:47:46163 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout()
 2015-06-23 23:47:46165 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout :: candidate [0.2698116507693806, 2.0078272509160238, 2.0048705487418608, 1.5129987149824702, 1.9919557050890173, 2.001252793086565, 2.004871271588783, 1.5023590055980944, 2.499475123862049, 1.998991587564]
 2015-06-23 23:47:46165 50672 algorithms.HGS.HGS DEBUG Node #2 :: average = [0.60233480837842657, 4.943122197061367, 4.9477220530010797, 3.9611303598416869, 4.9749165667923698, 5.5175544564256898, 4.8872637270147434, 3.943595804690208, 6.4765200295507608, 5.0658503348033506]
 2015-06-23 23:47:46165 50672 algorithms.HGS.HGS DEBUG Node #4 :: Wow, last_proxy=None and someone wanted the population. self=<algorithms.HGS.HGS.HGS.Node object at 0x10ebd6c50>
 2015-06-23 23:47:46165 50672 algorithms.HGS.HGS DEBUG Node #4 :: average = []
 2015-06-23 23:47:46166 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout :: next candidate
 2015-06-23 23:47:46166 50672 algorithms.HGS.HGS DEBUG Node #1 . branch_reduction
 2015-06-23 23:47:46166 50672 algorithms.HGS.HGS DEBUG Node #4 is finished
 2015-06-23 23:47:46166 50672 algorithms.HGS.HGS DEBUG Node #4 is finished
 2015-06-23 23:47:46166 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter yielding cost 12
 2015-06-23 23:47:46166 50672 algorithms.HGS.HGS DEBUG Node #3 is finished
 2015-06-23 23:47:46166 50672 algorithms.HGS.HGS DEBUG HGS.get_nodes :: not yielding #3
 2015-06-23 23:47:46166 50672 algorithms.HGS.HGS DEBUG HGS.get_nodes :: yielding #2
 2015-06-23 23:47:46166 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter()
 2015-06-23 23:47:46166 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop
 2015-06-23 23:47:46166 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 0 while having 6 indivs
 2015-06-23 23:47:46167 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:46167 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:46167 50672 algorithms.HGS.HGS DEBUG Node #2 . sprout()
 2015-06-23 23:47:46167 50672 algorithms.HGS.HGS DEBUG Node #2 . sprout :: not sprouting (C)
 2015-06-23 23:47:46167 50672 algorithms.HGS.HGS DEBUG Node #2 . branch_reduction
 2015-06-23 23:47:46167 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter yielding cost 4
 2015-06-23 23:47:46167 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop
 2015-06-23 23:47:46168 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:46168 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:46168 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:46168 50672 algorithms.HGS.HGS DEBUG Node #2 . sprout()
 2015-06-23 23:47:46168 50672 algorithms.HGS.HGS DEBUG Node #2 . sprout :: not sprouting (C)
 2015-06-23 23:47:46168 50672 algorithms.HGS.HGS DEBUG Node #2 . branch_reduction
 2015-06-23 23:47:46168 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter yielding cost 6
 2015-06-23 23:47:46168 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop
 2015-06-23 23:47:46169 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:46169 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:46169 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:46170 50672 algorithms.HGS.HGS DEBUG Node #2 . sprout()
 2015-06-23 23:47:46170 50672 algorithms.HGS.HGS DEBUG Node #2 . sprout :: not sprouting (C)
 2015-06-23 23:47:46170 50672 algorithms.HGS.HGS DEBUG Node #2 . branch_reduction
 2015-06-23 23:47:46170 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter yielding cost 6
 2015-06-23 23:47:46170 50672 algorithms.HGS.HGS DEBUG Node #4 is finished
 2015-06-23 23:47:46170 50672 algorithms.HGS.HGS DEBUG HGS.get_nodes :: not yielding #4
 2015-06-23 23:47:46170 50672 algorithms.HGS.HGS DEBUG HGS.opulation_generator :: yield cost 202
 2015-06-23 23:47:46170 50672 algorithms.HGS.HGS DEBUG Create HGSProxy <algorithms.HGS.HGS.HGS.HGSProxy object at 0x10ebde470>
 2015-06-23 23:47:46170 50672 algorithms.HGS.HGS DEBUG HGS.population_generator :: loop
 2015-06-23 23:47:46170 50672 algorithms.HGS.HGS DEBUG HGS.get_nodes(include_finished=False)
 2015-06-23 23:47:46170 50672 algorithms.HGS.HGS DEBUG HGS.get_nodes :: yielding #0
 2015-06-23 23:47:46170 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter()
 2015-06-23 23:47:46170 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop
 2015-06-23 23:47:46179 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 0 while having 75 indivs
 2015-06-23 23:47:46203 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 25 while having 75 indivs
 2015-06-23 23:47:46230 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 25 while having 75 indivs
 2015-06-23 23:47:46231 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout()
 2015-06-23 23:47:46260 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout :: candidate [0.1, 0.5047941726722758, 0.5067874411412491, 0.5022248446894206, 0.5064864967486192, 0.5078569327571061, 0.5070787228578566, 0.5042738626697952, 0.5049331327349437, 0.5062007812315822]
 2015-06-23 23:47:46262 50672 algorithms.HGS.HGS DEBUG Node #1 :: average = [0.26908327298976059, 2.0078266518708867, 2.0048708986697039, 1.5129987115196746, 1.9919556995757766, 2.0012997296852881, 2.0048712006518508, 1.5023903273329324, 2.4997274140307644, 1.9989915875868254]
 2015-06-23 23:47:46262 50672 algorithms.HGS.HGS DEBUG Node #3 :: Wow, last_proxy=None and someone wanted the population. self=<algorithms.HGS.HGS.HGS.Node object at 0x10ebc3e48>
 2015-06-23 23:47:46262 50672 algorithms.HGS.HGS DEBUG Node #3 :: average = []
 2015-06-23 23:47:46262 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout :: next candidate
 2015-06-23 23:47:46262 50672 algorithms.HGS.HGS DEBUG Node #0 . branch_reduction
 2015-06-23 23:47:46262 50672 algorithms.HGS.HGS DEBUG Node #3 is finished
 2015-06-23 23:47:46262 50672 algorithms.HGS.HGS DEBUG Node #3 is finished
 2015-06-23 23:47:46262 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter yielding cost 50
 2015-06-23 23:47:46262 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop
 2015-06-23 23:47:46275 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 0 while having 75 indivs
 2015-06-23 23:47:46298 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 25 while having 75 indivs
 2015-06-23 23:47:46318 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 25 while having 75 indivs
 2015-06-23 23:47:46318 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout()
 2015-06-23 23:47:46346 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout :: candidate [0.1, 0.5047946492065869, 0.5067797393438158, 0.5022248608608859, 0.505200060417232, 0.5078622292014467, 0.5070823237498614, 0.5042945539761133, 0.5049331953314902, 0.5062011656800384]
 2015-06-23 23:47:46347 50672 algorithms.HGS.HGS DEBUG Node #1 :: average = [0.26908327298976059, 2.0078266518708867, 2.0048708986697039, 1.5129987115196746, 1.9919556995757766, 2.0012997296852881, 2.0048712006518508, 1.5023903273329324, 2.4997274140307644, 1.9989915875868254]
 2015-06-23 23:47:46347 50672 algorithms.HGS.HGS DEBUG Node #3 :: Wow, last_proxy=None and someone wanted the population. self=<algorithms.HGS.HGS.HGS.Node object at 0x10ebc3e48>
 2015-06-23 23:47:46347 50672 algorithms.HGS.HGS DEBUG Node #3 :: average = []
 2015-06-23 23:47:46347 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout :: next candidate
 2015-06-23 23:47:46347 50672 algorithms.HGS.HGS DEBUG Node #0 . branch_reduction
 2015-06-23 23:47:46347 50672 algorithms.HGS.HGS DEBUG Node #3 is finished
 2015-06-23 23:47:46348 50672 algorithms.HGS.HGS DEBUG Node #3 is finished
 2015-06-23 23:47:46348 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter yielding cost 50
 2015-06-23 23:47:46348 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop
 2015-06-23 23:47:46358 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 0 while having 75 indivs
 2015-06-23 23:47:46382 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 25 while having 75 indivs
 2015-06-23 23:47:46406 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 25 while having 75 indivs
 2015-06-23 23:47:46406 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout()
 2015-06-23 23:47:46435 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout :: candidate [0.1, 0.5047944116102125, 0.5067842127256936, 0.5022248463708664, 0.5053547743881749, 0.5078578454055481, 0.5070788872796388, 0.5042767375589677, 0.5049331464450002, 0.5062010859842808]
 2015-06-23 23:47:46436 50672 algorithms.HGS.HGS DEBUG Node #1 :: average = [0.26908327298976059, 2.0078266518708867, 2.0048708986697039, 1.5129987115196746, 1.9919556995757766, 2.0012997296852881, 2.0048712006518508, 1.5023903273329324, 2.4997274140307644, 1.9989915875868254]
 2015-06-23 23:47:46436 50672 algorithms.HGS.HGS DEBUG Node #3 :: Wow, last_proxy=None and someone wanted the population. self=<algorithms.HGS.HGS.HGS.Node object at 0x10ebc3e48>
 2015-06-23 23:47:46436 50672 algorithms.HGS.HGS DEBUG Node #3 :: average = []
 2015-06-23 23:47:46436 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout :: next candidate
 2015-06-23 23:47:46436 50672 algorithms.HGS.HGS DEBUG Node #0 . branch_reduction
 2015-06-23 23:47:46436 50672 algorithms.HGS.HGS DEBUG Node #3 is finished
 2015-06-23 23:47:46436 50672 algorithms.HGS.HGS DEBUG Node #3 is finished
 2015-06-23 23:47:46436 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter yielding cost 50
 2015-06-23 23:47:46436 50672 algorithms.HGS.HGS DEBUG HGS.get_nodes :: yielding #1
 2015-06-23 23:47:46436 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter()
 2015-06-23 23:47:46436 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop
 2015-06-23 23:47:46438 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 0 while having 18 indivs
 2015-06-23 23:47:46440 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 6 while having 18 indivs
 2015-06-23 23:47:46443 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 6 while having 18 indivs
 2015-06-23 23:47:46443 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout()
 2015-06-23 23:47:46446 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout :: candidate [0.2688461515034193, 2.0078288399108137, 2.004870684619273, 1.5062644762149844, 1.9919557036706592, 2.0013656380490255, 2.004871304314322, 1.5023644998708503, 2.4989477615910944, 1.9989915874585051]
 2015-06-23 23:47:46447 50672 algorithms.HGS.HGS DEBUG Node #2 :: average = [0.60233480837842657, 4.9646280168275663, 4.9665222139447156, 3.9606561422630264, 4.9749165667923698, 5.5059730696179612, 4.8872537956431756, 3.943595804690208, 6.4884198051175819, 5.0658503348033506]
 2015-06-23 23:47:46447 50672 algorithms.HGS.HGS DEBUG Node #4 :: Wow, last_proxy=None and someone wanted the population. self=<algorithms.HGS.HGS.HGS.Node object at 0x10ebd6c50>
 2015-06-23 23:47:46447 50672 algorithms.HGS.HGS DEBUG Node #4 :: average = []
 2015-06-23 23:47:46447 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout :: next candidate
 2015-06-23 23:47:46447 50672 algorithms.HGS.HGS DEBUG Node #1 . branch_reduction
 2015-06-23 23:47:46447 50672 algorithms.HGS.HGS DEBUG Node #4 is finished
 2015-06-23 23:47:46447 50672 algorithms.HGS.HGS DEBUG Node #4 is finished
 2015-06-23 23:47:46447 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter yielding cost 12
 2015-06-23 23:47:46447 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop
 2015-06-23 23:47:46448 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 0 while having 18 indivs
 2015-06-23 23:47:46450 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 6 while having 18 indivs
 2015-06-23 23:47:46451 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 6 while having 18 indivs
 2015-06-23 23:47:46451 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout()
 2015-06-23 23:47:46453 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout :: candidate [0.26884581345736175, 2.0078285066220323, 2.0048707131565857, 1.5066091619966888, 1.9919557026216503, 2.0013886784134782, 2.0048712409620113, 1.5023673266287019, 2.4996006588821134, 1.9989915874586148]
 2015-06-23 23:47:46453 50672 algorithms.HGS.HGS DEBUG Node #2 :: average = [0.60233480837842657, 4.9646280168275663, 4.9665222139447156, 3.9606561422630264, 4.9749165667923698, 5.5059730696179612, 4.8872537956431756, 3.943595804690208, 6.4884198051175819, 5.0658503348033506]
 2015-06-23 23:47:46453 50672 algorithms.HGS.HGS DEBUG Node #4 :: Wow, last_proxy=None and someone wanted the population. self=<algorithms.HGS.HGS.HGS.Node object at 0x10ebd6c50>
 2015-06-23 23:47:46454 50672 algorithms.HGS.HGS DEBUG Node #4 :: average = []
 2015-06-23 23:47:46454 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout :: next candidate
 2015-06-23 23:47:46454 50672 algorithms.HGS.HGS DEBUG Node #1 . branch_reduction
 2015-06-23 23:47:46454 50672 algorithms.HGS.HGS DEBUG Node #4 is finished
 2015-06-23 23:47:46454 50672 algorithms.HGS.HGS DEBUG Node #4 is finished
 2015-06-23 23:47:46454 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter yielding cost 12
 2015-06-23 23:47:46454 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop
 2015-06-23 23:47:46455 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 0 while having 18 indivs
 2015-06-23 23:47:46456 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 6 while having 18 indivs
 2015-06-23 23:47:46458 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 6 while having 18 indivs
 2015-06-23 23:47:46458 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout()
 2015-06-23 23:47:46460 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout :: candidate [0.27303579487250595, 2.0078288399108137, 2.004870684619273, 1.5062644762149844, 1.9919557036706592, 2.0013656380490255, 2.004871304314322, 1.5023644998708503, 2.4989477615910944, 1.9989915874585051]
 2015-06-23 23:47:46460 50672 algorithms.HGS.HGS DEBUG Node #2 :: average = [0.60233480837842657, 4.9646280168275663, 4.9665222139447156, 3.9606561422630264, 4.9749165667923698, 5.5059730696179612, 4.8872537956431756, 3.943595804690208, 6.4884198051175819, 5.0658503348033506]
 2015-06-23 23:47:46460 50672 algorithms.HGS.HGS DEBUG Node #4 :: Wow, last_proxy=None and someone wanted the population. self=<algorithms.HGS.HGS.HGS.Node object at 0x10ebd6c50>
 2015-06-23 23:47:46460 50672 algorithms.HGS.HGS DEBUG Node #4 :: average = []
 2015-06-23 23:47:46460 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout :: next candidate
 2015-06-23 23:47:46460 50672 algorithms.HGS.HGS DEBUG Node #1 . branch_reduction
 2015-06-23 23:47:46460 50672 algorithms.HGS.HGS DEBUG Node #4 is finished
 2015-06-23 23:47:46460 50672 algorithms.HGS.HGS DEBUG Node #4 is finished
 2015-06-23 23:47:46460 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter yielding cost 12
 2015-06-23 23:47:46460 50672 algorithms.HGS.HGS DEBUG Node #3 is finished
 2015-06-23 23:47:46461 50672 algorithms.HGS.HGS DEBUG HGS.get_nodes :: not yielding #3
 2015-06-23 23:47:46461 50672 algorithms.HGS.HGS DEBUG HGS.get_nodes :: yielding #2
 2015-06-23 23:47:46461 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter()
 2015-06-23 23:47:46461 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop
 2015-06-23 23:47:46461 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 0 while having 6 indivs
 2015-06-23 23:47:46461 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:46462 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:46462 50672 algorithms.HGS.HGS DEBUG Node #2 . sprout()
 2015-06-23 23:47:46462 50672 algorithms.HGS.HGS DEBUG Node #2 . sprout :: not sprouting (C)
 2015-06-23 23:47:46462 50672 algorithms.HGS.HGS DEBUG Node #2 . branch_reduction
 2015-06-23 23:47:46462 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter yielding cost 4
 2015-06-23 23:47:46462 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop
 2015-06-23 23:47:46462 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:46463 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:46463 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:46463 50672 algorithms.HGS.HGS DEBUG Node #2 . sprout()
 2015-06-23 23:47:46463 50672 algorithms.HGS.HGS DEBUG Node #2 . sprout :: not sprouting (C)
 2015-06-23 23:47:46463 50672 algorithms.HGS.HGS DEBUG Node #2 . branch_reduction
 2015-06-23 23:47:46463 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter yielding cost 6
 2015-06-23 23:47:46463 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop
 2015-06-23 23:47:46464 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:46464 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:46464 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:46464 50672 algorithms.HGS.HGS DEBUG Node #2 . sprout()
 2015-06-23 23:47:46464 50672 algorithms.HGS.HGS DEBUG Node #2 . sprout :: not sprouting (C)
 2015-06-23 23:47:46464 50672 algorithms.HGS.HGS DEBUG Node #2 . branch_reduction
 2015-06-23 23:47:46464 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter yielding cost 6
 2015-06-23 23:47:46465 50672 algorithms.HGS.HGS DEBUG Node #4 is finished
 2015-06-23 23:47:46465 50672 algorithms.HGS.HGS DEBUG HGS.get_nodes :: not yielding #4
 2015-06-23 23:47:46465 50672 algorithms.HGS.HGS DEBUG HGS.opulation_generator :: yield cost 202
 2015-06-23 23:47:46465 50672 algorithms.HGS.HGS DEBUG Create HGSProxy <algorithms.HGS.HGS.HGS.HGSProxy object at 0x10ebdea20>
 2015-06-23 23:47:46465 50672 algorithms.HGS.HGS DEBUG HGS.population_generator :: loop
 2015-06-23 23:47:46465 50672 algorithms.HGS.HGS DEBUG HGS.get_nodes(include_finished=False)
 2015-06-23 23:47:46465 50672 algorithms.HGS.HGS DEBUG HGS.get_nodes :: yielding #0
 2015-06-23 23:47:46465 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter()
 2015-06-23 23:47:46465 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop
 2015-06-23 23:47:46474 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 0 while having 75 indivs
 2015-06-23 23:47:46499 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 25 while having 75 indivs
 2015-06-23 23:47:46521 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 25 while having 75 indivs
 2015-06-23 23:47:46522 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout()
 2015-06-23 23:47:46548 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout :: candidate [0.1, 0.5048346853754673, 0.5065224277490424, 0.5022251160128748, 0.5053216468505455, 0.5078645387503856, 0.5071103978477846, 0.5043491285027015, 0.504931972120542, 0.5062022475461189]
 2015-06-23 23:47:46549 50672 algorithms.HGS.HGS DEBUG Node #1 :: average = [0.26952401489653949, 2.0078283741972718, 2.0048707693793908, 1.506679040914876, 1.9919557017358338, 2.0014152241849259, 2.0048712189928657, 1.5023674970926146, 2.4993909929289577, 1.9989915875470954]
 2015-06-23 23:47:46549 50672 algorithms.HGS.HGS DEBUG Node #3 :: Wow, last_proxy=None and someone wanted the population. self=<algorithms.HGS.HGS.HGS.Node object at 0x10ebc3e48>
 2015-06-23 23:47:46549 50672 algorithms.HGS.HGS DEBUG Node #3 :: average = []
 2015-06-23 23:47:46550 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout :: next candidate
 2015-06-23 23:47:46550 50672 algorithms.HGS.HGS DEBUG Node #0 . branch_reduction
 2015-06-23 23:47:46550 50672 algorithms.HGS.HGS DEBUG Node #3 is finished
 2015-06-23 23:47:46550 50672 algorithms.HGS.HGS DEBUG Node #3 is finished
 2015-06-23 23:47:46550 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter yielding cost 50
 2015-06-23 23:47:46550 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop
 2015-06-23 23:47:46559 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 0 while having 75 indivs
 2015-06-23 23:47:46585 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 25 while having 75 indivs
 2015-06-23 23:47:46607 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 25 while having 75 indivs
 2015-06-23 23:47:46607 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout()
 2015-06-23 23:47:46633 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout :: candidate [0.09999726839876216, 0.5048068281333011, 0.5061688943217556, 0.5022249925781069, 0.5052045262630646, 0.5078608552234785, 0.507086908119973, 0.5043461219038633, 0.504933186588884, 0.5062011625783946]
 2015-06-23 23:47:46634 50672 algorithms.HGS.HGS DEBUG Node #1 :: average = [0.26952401489653949, 2.0078283741972718, 2.0048707693793908, 1.506679040914876, 1.9919557017358338, 2.0014152241849259, 2.0048712189928657, 1.5023674970926146, 2.4993909929289577, 1.9989915875470954]
 2015-06-23 23:47:46634 50672 algorithms.HGS.HGS DEBUG Node #3 :: Wow, last_proxy=None and someone wanted the population. self=<algorithms.HGS.HGS.HGS.Node object at 0x10ebc3e48>
 2015-06-23 23:47:46634 50672 algorithms.HGS.HGS DEBUG Node #3 :: average = []
 2015-06-23 23:47:46634 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout :: next candidate
 2015-06-23 23:47:46634 50672 algorithms.HGS.HGS DEBUG Node #0 . branch_reduction
 2015-06-23 23:47:46634 50672 algorithms.HGS.HGS DEBUG Node #3 is finished
 2015-06-23 23:47:46634 50672 algorithms.HGS.HGS DEBUG Node #3 is finished
 2015-06-23 23:47:46634 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter yielding cost 50
 2015-06-23 23:47:46634 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop
 2015-06-23 23:47:46644 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 0 while having 75 indivs
 2015-06-23 23:47:46667 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 25 while having 75 indivs
 2015-06-23 23:47:46690 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 25 while having 75 indivs
 2015-06-23 23:47:46690 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout()
 2015-06-23 23:47:46716 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout :: candidate [0.09999726839876216, 0.5048068281333011, 0.5061688943217556, 0.5022249925781069, 0.5052045262630646, 0.5078608552234785, 0.507086908119973, 0.5043461219038633, 0.504933186588884, 0.5062011625783946]
 2015-06-23 23:47:46716 50672 algorithms.HGS.HGS DEBUG Node #1 :: average = [0.26952401489653949, 2.0078283741972718, 2.0048707693793908, 1.506679040914876, 1.9919557017358338, 2.0014152241849259, 2.0048712189928657, 1.5023674970926146, 2.4993909929289577, 1.9989915875470954]
 2015-06-23 23:47:46717 50672 algorithms.HGS.HGS DEBUG Node #3 :: Wow, last_proxy=None and someone wanted the population. self=<algorithms.HGS.HGS.HGS.Node object at 0x10ebc3e48>
 2015-06-23 23:47:46717 50672 algorithms.HGS.HGS DEBUG Node #3 :: average = []
 2015-06-23 23:47:46717 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout :: next candidate
 2015-06-23 23:47:46717 50672 algorithms.HGS.HGS DEBUG Node #0 . branch_reduction
 2015-06-23 23:47:46717 50672 algorithms.HGS.HGS DEBUG Node #3 is finished
 2015-06-23 23:47:46717 50672 algorithms.HGS.HGS DEBUG Node #3 is finished
 2015-06-23 23:47:46717 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter yielding cost 50
 2015-06-23 23:47:46717 50672 algorithms.HGS.HGS DEBUG HGS.get_nodes :: yielding #1
 2015-06-23 23:47:46717 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter()
 2015-06-23 23:47:46717 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop
 2015-06-23 23:47:46718 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 0 while having 18 indivs
 2015-06-23 23:47:46719 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 6 while having 18 indivs
 2015-06-23 23:47:46721 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 6 while having 18 indivs
 2015-06-23 23:47:46721 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout()
 2015-06-23 23:47:46723 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout :: candidate [0.27303579487250595, 2.0078288399108137, 2.004870684619273, 1.5062644762149844, 1.9919557036706592, 2.0013656380490255, 2.004871304314322, 1.5023644998708503, 2.4989477615910944, 1.9989915874585051]
 2015-06-23 23:47:46723 50672 algorithms.HGS.HGS DEBUG Node #2 :: average = [0.60233480837842657, 4.9673597559122102, 4.9666286269227342, 3.9611303598416869, 4.9749165667923698, 5.501118633881565, 4.9135516224275495, 3.9565267661555268, 6.4883506989919235, 5.036277939766701]
 2015-06-23 23:47:46723 50672 algorithms.HGS.HGS DEBUG Node #4 :: Wow, last_proxy=None and someone wanted the population. self=<algorithms.HGS.HGS.HGS.Node object at 0x10ebd6c50>
 2015-06-23 23:47:46724 50672 algorithms.HGS.HGS DEBUG Node #4 :: average = []
 2015-06-23 23:47:46724 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout :: next candidate
 2015-06-23 23:47:46724 50672 algorithms.HGS.HGS DEBUG Node #1 . branch_reduction
 2015-06-23 23:47:46724 50672 algorithms.HGS.HGS DEBUG Node #4 is finished
 2015-06-23 23:47:46724 50672 algorithms.HGS.HGS DEBUG Node #4 is finished
 2015-06-23 23:47:46724 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter yielding cost 12
 2015-06-23 23:47:46724 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop
 2015-06-23 23:47:46725 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 0 while having 18 indivs
 2015-06-23 23:47:46726 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 6 while having 18 indivs
 2015-06-23 23:47:46728 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 6 while having 18 indivs
 2015-06-23 23:47:46728 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout()
 2015-06-23 23:47:46730 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout :: candidate [0.27291343622484043, 2.0078288377053752, 2.0048708199049976, 1.5063363039214466, 1.9919557019959218, 2.0014229211467995, 2.004871276118781, 1.5023652742653666, 2.499091130920936, 2.007394359741389]
 2015-06-23 23:47:46730 50672 algorithms.HGS.HGS DEBUG Node #2 :: average = [0.60233480837842657, 4.9673597559122102, 4.9666286269227342, 3.9611303598416869, 4.9749165667923698, 5.501118633881565, 4.9135516224275495, 3.9565267661555268, 6.4883506989919235, 5.036277939766701]
 2015-06-23 23:47:46730 50672 algorithms.HGS.HGS DEBUG Node #4 :: Wow, last_proxy=None and someone wanted the population. self=<algorithms.HGS.HGS.HGS.Node object at 0x10ebd6c50>
 2015-06-23 23:47:46730 50672 algorithms.HGS.HGS DEBUG Node #4 :: average = []
 2015-06-23 23:47:46730 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout :: next candidate
 2015-06-23 23:47:46730 50672 algorithms.HGS.HGS DEBUG Node #1 . branch_reduction
 2015-06-23 23:47:46730 50672 algorithms.HGS.HGS DEBUG Node #4 is finished
 2015-06-23 23:47:46730 50672 algorithms.HGS.HGS DEBUG Node #4 is finished
 2015-06-23 23:47:46730 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter yielding cost 12
 2015-06-23 23:47:46730 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop
 2015-06-23 23:47:46731 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 0 while having 18 indivs
 2015-06-23 23:47:46732 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 6 while having 18 indivs
 2015-06-23 23:47:46734 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 6 while having 18 indivs
 2015-06-23 23:47:46734 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout()
 2015-06-23 23:47:46736 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout :: candidate [0.2801396196483947, 2.0078288358782426, 2.004870777759474, 1.5064263888655536, 1.9919557020485383, 2.0014189700788956, 2.0048712619966307, 1.5023651792026924, 2.4990869303793923, 1.998991587466097]
 2015-06-23 23:47:46736 50672 algorithms.HGS.HGS DEBUG Node #2 :: average = [0.60233480837842657, 4.9673597559122102, 4.9666286269227342, 3.9611303598416869, 4.9749165667923698, 5.501118633881565, 4.9135516224275495, 3.9565267661555268, 6.4883506989919235, 5.036277939766701]
 2015-06-23 23:47:46736 50672 algorithms.HGS.HGS DEBUG Node #4 :: Wow, last_proxy=None and someone wanted the population. self=<algorithms.HGS.HGS.HGS.Node object at 0x10ebd6c50>
 2015-06-23 23:47:46736 50672 algorithms.HGS.HGS DEBUG Node #4 :: average = []
 2015-06-23 23:47:46736 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout :: next candidate
 2015-06-23 23:47:46736 50672 algorithms.HGS.HGS DEBUG Node #1 . branch_reduction
 2015-06-23 23:47:46736 50672 algorithms.HGS.HGS DEBUG Node #4 is finished
 2015-06-23 23:47:46736 50672 algorithms.HGS.HGS DEBUG Node #4 is finished
 2015-06-23 23:47:46737 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter yielding cost 12
 2015-06-23 23:47:46737 50672 algorithms.HGS.HGS DEBUG Node #3 is finished
 2015-06-23 23:47:46737 50672 algorithms.HGS.HGS DEBUG HGS.get_nodes :: not yielding #3
 2015-06-23 23:47:46737 50672 algorithms.HGS.HGS DEBUG HGS.get_nodes :: yielding #2
 2015-06-23 23:47:46737 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter()
 2015-06-23 23:47:46737 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop
 2015-06-23 23:47:46737 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 0 while having 6 indivs
 2015-06-23 23:47:46737 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:46738 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:46738 50672 algorithms.HGS.HGS DEBUG Node #2 . sprout()
 2015-06-23 23:47:46738 50672 algorithms.HGS.HGS DEBUG Node #2 . sprout :: not sprouting (C)
 2015-06-23 23:47:46738 50672 algorithms.HGS.HGS DEBUG Node #2 . branch_reduction
 2015-06-23 23:47:46738 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter yielding cost 4
 2015-06-23 23:47:46738 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop
 2015-06-23 23:47:46738 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:46739 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:46739 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:46739 50672 algorithms.HGS.HGS DEBUG Node #2 . sprout()
 2015-06-23 23:47:46739 50672 algorithms.HGS.HGS DEBUG Node #2 . sprout :: not sprouting (C)
 2015-06-23 23:47:46739 50672 algorithms.HGS.HGS DEBUG Node #2 . branch_reduction
 2015-06-23 23:47:46740 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter yielding cost 6
 2015-06-23 23:47:46740 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop
 2015-06-23 23:47:46740 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:46740 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:46741 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:46741 50672 algorithms.HGS.HGS DEBUG Node #2 . sprout()
 2015-06-23 23:47:46741 50672 algorithms.HGS.HGS DEBUG Node #2 . sprout :: not sprouting (C)
 2015-06-23 23:47:46741 50672 algorithms.HGS.HGS DEBUG Node #2 . branch_reduction
 2015-06-23 23:47:46741 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter yielding cost 6
 2015-06-23 23:47:46741 50672 algorithms.HGS.HGS DEBUG Node #4 is finished
 2015-06-23 23:47:46741 50672 algorithms.HGS.HGS DEBUG HGS.get_nodes :: not yielding #4
 2015-06-23 23:47:46741 50672 algorithms.HGS.HGS DEBUG HGS.opulation_generator :: yield cost 202
 2015-06-23 23:47:46741 50672 algorithms.HGS.HGS DEBUG Create HGSProxy <algorithms.HGS.HGS.HGS.HGSProxy object at 0x10ebde400>
 2015-06-23 23:47:46741 50672 algorithms.HGS.HGS DEBUG HGS.population_generator :: loop
 2015-06-23 23:47:46741 50672 algorithms.HGS.HGS DEBUG HGS.get_nodes(include_finished=False)
 2015-06-23 23:47:46741 50672 algorithms.HGS.HGS DEBUG HGS.get_nodes :: yielding #0
 2015-06-23 23:47:46741 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter()
 2015-06-23 23:47:46742 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop
 2015-06-23 23:47:46751 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 0 while having 75 indivs
 2015-06-23 23:47:46775 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 25 while having 75 indivs
 2015-06-23 23:47:46796 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 25 while having 75 indivs
 2015-06-23 23:47:46796 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout()
 2015-06-23 23:47:46821 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout :: candidate [0.09999726839876216, 0.5048068281333011, 0.5061688943217556, 0.5022249925781069, 0.5052045262630646, 0.5078608552234785, 0.507086908119973, 0.5043461219038633, 0.504933186588884, 0.5062011625783946]
 2015-06-23 23:47:46822 50672 algorithms.HGS.HGS DEBUG Node #1 :: average = [0.2738097745599915, 2.0078288373279682, 2.0048707748940089, 1.5063617300337608, 1.9919557021779444, 2.0014130889088739, 2.0048712729835816, 1.5023651976070391, 2.4990756070248721, 2.0014869977764227]
 2015-06-23 23:47:46822 50672 algorithms.HGS.HGS DEBUG Node #3 :: Wow, last_proxy=None and someone wanted the population. self=<algorithms.HGS.HGS.HGS.Node object at 0x10ebc3e48>
 2015-06-23 23:47:46823 50672 algorithms.HGS.HGS DEBUG Node #3 :: average = []
 2015-06-23 23:47:46823 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout :: next candidate
 2015-06-23 23:47:46823 50672 algorithms.HGS.HGS DEBUG Node #0 . branch_reduction
 2015-06-23 23:47:46823 50672 algorithms.HGS.HGS DEBUG Node #3 is finished
 2015-06-23 23:47:46823 50672 algorithms.HGS.HGS DEBUG Node #3 is finished
 2015-06-23 23:47:46823 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter yielding cost 50
 2015-06-23 23:47:46823 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop
 2015-06-23 23:47:46832 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 0 while having 75 indivs
 2015-06-23 23:47:46852 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 25 while having 75 indivs
 2015-06-23 23:47:46882 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 25 while having 75 indivs
 2015-06-23 23:47:46882 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout()
 2015-06-23 23:47:46905 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout :: candidate [0.09999957450559484, 0.5048000758204741, 0.5060578170500967, 0.5022253710057395, 0.5055823523223036, 0.5078588860338349, 0.507120934787044, 0.5042959728248991, 0.5049224990358516, 0.5062009724294455]
 2015-06-23 23:47:46906 50672 algorithms.HGS.HGS DEBUG Node #1 :: average = [0.2738097745599915, 2.0078288373279682, 2.0048707748940089, 1.5063617300337608, 1.9919557021779444, 2.0014130889088739, 2.0048712729835816, 1.5023651976070391, 2.4990756070248721, 2.0014869977764227]
 2015-06-23 23:47:46906 50672 algorithms.HGS.HGS DEBUG Node #3 :: Wow, last_proxy=None and someone wanted the population. self=<algorithms.HGS.HGS.HGS.Node object at 0x10ebc3e48>
 2015-06-23 23:47:46906 50672 algorithms.HGS.HGS DEBUG Node #3 :: average = []
 2015-06-23 23:47:46906 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout :: next candidate
 2015-06-23 23:47:46906 50672 algorithms.HGS.HGS DEBUG Node #0 . branch_reduction
 2015-06-23 23:47:46906 50672 algorithms.HGS.HGS DEBUG Node #3 is finished
 2015-06-23 23:47:46906 50672 algorithms.HGS.HGS DEBUG Node #3 is finished
 2015-06-23 23:47:46907 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter yielding cost 50
 2015-06-23 23:47:46907 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop
 2015-06-23 23:47:46916 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 0 while having 75 indivs
 2015-06-23 23:47:46937 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 25 while having 75 indivs
 2015-06-23 23:47:46960 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 25 while having 75 indivs
 2015-06-23 23:47:46961 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout()
 2015-06-23 23:47:46985 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout :: candidate [0.09999957450559484, 0.5048000758204741, 0.5060578170500967, 0.5022253710057395, 0.5055823523223036, 0.5078588860338349, 0.507120934787044, 0.5042959728248991, 0.5049224990358516, 0.5062009724294455]
 2015-06-23 23:47:46986 50672 algorithms.HGS.HGS DEBUG Node #1 :: average = [0.2738097745599915, 2.0078288373279682, 2.0048707748940089, 1.5063617300337608, 1.9919557021779444, 2.0014130889088739, 2.0048712729835816, 1.5023651976070391, 2.4990756070248721, 2.0014869977764227]
 2015-06-23 23:47:46986 50672 algorithms.HGS.HGS DEBUG Node #3 :: Wow, last_proxy=None and someone wanted the population. self=<algorithms.HGS.HGS.HGS.Node object at 0x10ebc3e48>
 2015-06-23 23:47:46986 50672 algorithms.HGS.HGS DEBUG Node #3 :: average = []
 2015-06-23 23:47:46986 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout :: next candidate
 2015-06-23 23:47:46986 50672 algorithms.HGS.HGS DEBUG Node #0 . branch_reduction
 2015-06-23 23:47:46986 50672 algorithms.HGS.HGS DEBUG Node #3 is finished
 2015-06-23 23:47:46986 50672 algorithms.HGS.HGS DEBUG Node #3 is finished
 2015-06-23 23:47:46986 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter yielding cost 50
 2015-06-23 23:47:46987 50672 algorithms.HGS.HGS DEBUG HGS.get_nodes :: yielding #1
 2015-06-23 23:47:46987 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter()
 2015-06-23 23:47:46987 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop
 2015-06-23 23:47:46988 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 0 while having 18 indivs
 2015-06-23 23:47:46989 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 6 while having 18 indivs
 2015-06-23 23:47:46991 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 6 while having 18 indivs
 2015-06-23 23:47:46991 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout()
 2015-06-23 23:47:46993 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout :: candidate [0.2848761181697987, 2.0078288358782426, 2.004870777759474, 1.5064263888655536, 1.9919557020485383, 2.0014189700788956, 2.0048712619966307, 1.5023651792026924, 2.4990869303793923, 1.998991587466097]
 2015-06-23 23:47:46994 50672 algorithms.HGS.HGS DEBUG Node #2 :: average = [0.60233480837842657, 5.0023152769987487, 4.9666286269227342, 3.9648583245477167, 4.9901237014569597, 5.4946988038954769, 4.929309716306653, 3.9626856538291269, 6.4883506989919235, 5.0399481080908402]
 2015-06-23 23:47:46994 50672 algorithms.HGS.HGS DEBUG Node #4 :: Wow, last_proxy=None and someone wanted the population. self=<algorithms.HGS.HGS.HGS.Node object at 0x10ebd6c50>
 2015-06-23 23:47:46994 50672 algorithms.HGS.HGS DEBUG Node #4 :: average = []
 2015-06-23 23:47:46994 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout :: next candidate
 2015-06-23 23:47:46994 50672 algorithms.HGS.HGS DEBUG Node #1 . branch_reduction
 2015-06-23 23:47:46994 50672 algorithms.HGS.HGS DEBUG Node #4 is finished
 2015-06-23 23:47:46994 50672 algorithms.HGS.HGS DEBUG Node #4 is finished
 2015-06-23 23:47:46994 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter yielding cost 12
 2015-06-23 23:47:46994 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop
 2015-06-23 23:47:46995 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 0 while having 18 indivs
 2015-06-23 23:47:46996 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 6 while having 18 indivs
 2015-06-23 23:47:46998 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 6 while having 18 indivs
 2015-06-23 23:47:46998 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout()
 2015-06-23 23:47:470 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout :: candidate [0.2848761181697987, 2.0078288358782426, 2.004870777759474, 1.5064263888655536, 1.9919557020485383, 2.0014189700788956, 2.0048712619966307, 1.5023651792026924, 2.4990869303793923, 1.998991587466097]
 2015-06-23 23:47:470 50672 algorithms.HGS.HGS DEBUG Node #2 :: average = [0.60233480837842657, 5.0023152769987487, 4.9666286269227342, 3.9648583245477167, 4.9901237014569597, 5.4946988038954769, 4.929309716306653, 3.9626856538291269, 6.4883506989919235, 5.0399481080908402]
 2015-06-23 23:47:470 50672 algorithms.HGS.HGS DEBUG Node #4 :: Wow, last_proxy=None and someone wanted the population. self=<algorithms.HGS.HGS.HGS.Node object at 0x10ebd6c50>
 2015-06-23 23:47:470 50672 algorithms.HGS.HGS DEBUG Node #4 :: average = []
 2015-06-23 23:47:470 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout :: next candidate
 2015-06-23 23:47:471 50672 algorithms.HGS.HGS DEBUG Node #1 . branch_reduction
 2015-06-23 23:47:471 50672 algorithms.HGS.HGS DEBUG Node #4 is finished
 2015-06-23 23:47:471 50672 algorithms.HGS.HGS DEBUG Node #4 is finished
 2015-06-23 23:47:471 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter yielding cost 12
 2015-06-23 23:47:471 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop
 2015-06-23 23:47:471 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 0 while having 18 indivs
 2015-06-23 23:47:473 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 6 while having 18 indivs
 2015-06-23 23:47:475 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 6 while having 18 indivs
 2015-06-23 23:47:475 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout()
 2015-06-23 23:47:476 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout :: candidate [0.2848756571263457, 2.007828836010779, 2.0048707845066915, 1.5064188631348239, 1.9919557020481395, 2.001419056328948, 2.0048712622305223, 1.5023651836287317, 2.4990869316928865, 1.999556064652189]
 2015-06-23 23:47:477 50672 algorithms.HGS.HGS DEBUG Node #2 :: average = [0.60233480837842657, 5.0023152769987487, 4.9666286269227342, 3.9648583245477167, 4.9901237014569597, 5.4946988038954769, 4.929309716306653, 3.9626856538291269, 6.4883506989919235, 5.0399481080908402]
 2015-06-23 23:47:477 50672 algorithms.HGS.HGS DEBUG Node #4 :: Wow, last_proxy=None and someone wanted the population. self=<algorithms.HGS.HGS.HGS.Node object at 0x10ebd6c50>
 2015-06-23 23:47:477 50672 algorithms.HGS.HGS DEBUG Node #4 :: average = []
 2015-06-23 23:47:477 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout :: next candidate
 2015-06-23 23:47:477 50672 algorithms.HGS.HGS DEBUG Node #1 . branch_reduction
 2015-06-23 23:47:477 50672 algorithms.HGS.HGS DEBUG Node #4 is finished
 2015-06-23 23:47:477 50672 algorithms.HGS.HGS DEBUG Node #4 is finished
 2015-06-23 23:47:477 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter yielding cost 12
 2015-06-23 23:47:477 50672 algorithms.HGS.HGS DEBUG Node #3 is finished
 2015-06-23 23:47:477 50672 algorithms.HGS.HGS DEBUG HGS.get_nodes :: not yielding #3
 2015-06-23 23:47:477 50672 algorithms.HGS.HGS DEBUG HGS.get_nodes :: yielding #2
 2015-06-23 23:47:477 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter()
 2015-06-23 23:47:477 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop
 2015-06-23 23:47:477 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 0 while having 6 indivs
 2015-06-23 23:47:478 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:478 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:478 50672 algorithms.HGS.HGS DEBUG Node #2 . sprout()
 2015-06-23 23:47:478 50672 algorithms.HGS.HGS DEBUG Node #2 . sprout :: not sprouting (C)
 2015-06-23 23:47:478 50672 algorithms.HGS.HGS DEBUG Node #2 . branch_reduction
 2015-06-23 23:47:478 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter yielding cost 4
 2015-06-23 23:47:478 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop
 2015-06-23 23:47:479 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:479 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:4710 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:4710 50672 algorithms.HGS.HGS DEBUG Node #2 . sprout()
 2015-06-23 23:47:4710 50672 algorithms.HGS.HGS DEBUG Node #2 . sprout :: not sprouting (C)
 2015-06-23 23:47:4710 50672 algorithms.HGS.HGS DEBUG Node #2 . branch_reduction
 2015-06-23 23:47:4710 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter yielding cost 6
 2015-06-23 23:47:4710 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop
 2015-06-23 23:47:4710 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:4711 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:4711 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:4711 50672 algorithms.HGS.HGS DEBUG Node #2 . sprout()
 2015-06-23 23:47:4711 50672 algorithms.HGS.HGS DEBUG Node #2 . sprout :: not sprouting (C)
 2015-06-23 23:47:4711 50672 algorithms.HGS.HGS DEBUG Node #2 . branch_reduction
 2015-06-23 23:47:4711 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter yielding cost 6
 2015-06-23 23:47:4711 50672 algorithms.HGS.HGS DEBUG Node #4 is finished
 2015-06-23 23:47:4711 50672 algorithms.HGS.HGS DEBUG HGS.get_nodes :: not yielding #4
 2015-06-23 23:47:4711 50672 algorithms.HGS.HGS DEBUG HGS.opulation_generator :: yield cost 202
 2015-06-23 23:47:4711 50672 algorithms.HGS.HGS DEBUG Create HGSProxy <algorithms.HGS.HGS.HGS.HGSProxy object at 0x10ebde518>
 2015-06-23 23:47:4711 50672 algorithms.HGS.HGS DEBUG HGS.population_generator :: loop
 2015-06-23 23:47:4712 50672 algorithms.HGS.HGS DEBUG HGS.get_nodes(include_finished=False)
 2015-06-23 23:47:4712 50672 algorithms.HGS.HGS DEBUG HGS.get_nodes :: yielding #0
 2015-06-23 23:47:4712 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter()
 2015-06-23 23:47:4712 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop
 2015-06-23 23:47:4721 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 0 while having 75 indivs
 2015-06-23 23:47:4743 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 25 while having 75 indivs
 2015-06-23 23:47:4768 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 25 while having 75 indivs
 2015-06-23 23:47:4768 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout()
 2015-06-23 23:47:4796 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout :: candidate [0.09999843052658496, 0.5048045525895946, 0.5060672394327645, 0.5041074607992656, 0.5054173793499919, 0.5078590217680221, 0.5071166240615399, 0.5043227289160238, 0.5049285417821953, 0.5062010395081497]
 2015-06-23 23:47:4797 50672 algorithms.HGS.HGS DEBUG Node #1 :: average = [0.2834698517479412, 2.0078288359653524, 2.004870781879458, 1.5064200632761413, 1.9919557020480709, 2.0014191200969376, 2.0048712621779976, 1.5023651854543669, 2.4990871261412591, 2.0005967043416386]
 2015-06-23 23:47:4797 50672 algorithms.HGS.HGS DEBUG Node #3 :: Wow, last_proxy=None and someone wanted the population. self=<algorithms.HGS.HGS.HGS.Node object at 0x10ebc3e48>
 2015-06-23 23:47:4797 50672 algorithms.HGS.HGS DEBUG Node #3 :: average = []
 2015-06-23 23:47:4797 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout :: next candidate
 2015-06-23 23:47:4797 50672 algorithms.HGS.HGS DEBUG Node #0 . branch_reduction
 2015-06-23 23:47:4797 50672 algorithms.HGS.HGS DEBUG Node #3 is finished
 2015-06-23 23:47:4797 50672 algorithms.HGS.HGS DEBUG Node #3 is finished
 2015-06-23 23:47:4797 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter yielding cost 50
 2015-06-23 23:47:4797 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop
 2015-06-23 23:47:47107 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 0 while having 75 indivs
 2015-06-23 23:47:47128 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 25 while having 75 indivs
 2015-06-23 23:47:47148 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 25 while having 75 indivs
 2015-06-23 23:47:47149 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout()
 2015-06-23 23:47:47173 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout :: candidate [0.09999843052658496, 0.5048045525895946, 0.5060672394327645, 0.5041074607992656, 0.5054173793499919, 0.5078590217680221, 0.5071166240615399, 0.5043227289160238, 0.5049285417821953, 0.5062010395081497]
 2015-06-23 23:47:47173 50672 algorithms.HGS.HGS DEBUG Node #1 :: average = [0.2834698517479412, 2.0078288359653524, 2.004870781879458, 1.5064200632761413, 1.9919557020480709, 2.0014191200969376, 2.0048712621779976, 1.5023651854543669, 2.4990871261412591, 2.0005967043416386]
 2015-06-23 23:47:47174 50672 algorithms.HGS.HGS DEBUG Node #3 :: Wow, last_proxy=None and someone wanted the population. self=<algorithms.HGS.HGS.HGS.Node object at 0x10ebc3e48>
 2015-06-23 23:47:47174 50672 algorithms.HGS.HGS DEBUG Node #3 :: average = []
 2015-06-23 23:47:47174 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout :: next candidate
 2015-06-23 23:47:47174 50672 algorithms.HGS.HGS DEBUG Node #0 . branch_reduction
 2015-06-23 23:47:47174 50672 algorithms.HGS.HGS DEBUG Node #3 is finished
 2015-06-23 23:47:47174 50672 algorithms.HGS.HGS DEBUG Node #3 is finished
 2015-06-23 23:47:47174 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter yielding cost 50
 2015-06-23 23:47:47174 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop
 2015-06-23 23:47:47184 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 0 while having 75 indivs
 2015-06-23 23:47:47205 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 25 while having 75 indivs
 2015-06-23 23:47:47225 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 25 while having 75 indivs
 2015-06-23 23:47:47225 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout()
 2015-06-23 23:47:47250 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout :: candidate [0.09999922579371785, 0.504803446462468, 0.5061161635559911, 0.5053867933339713, 0.505512400951335, 0.5078590563202601, 0.5071031808609342, 0.5043245600065713, 0.5049294261836603, 0.5062010407892341]
 2015-06-23 23:47:47251 50672 algorithms.HGS.HGS DEBUG Node #1 :: average = [0.2834698517479412, 2.0078288359653524, 2.004870781879458, 1.5064200632761413, 1.9919557020480709, 2.0014191200969376, 2.0048712621779976, 1.5023651854543669, 2.4990871261412591, 2.0005967043416386]
 2015-06-23 23:47:47251 50672 algorithms.HGS.HGS DEBUG Node #3 :: Wow, last_proxy=None and someone wanted the population. self=<algorithms.HGS.HGS.HGS.Node object at 0x10ebc3e48>
 2015-06-23 23:47:47251 50672 algorithms.HGS.HGS DEBUG Node #3 :: average = []
 2015-06-23 23:47:47251 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout :: next candidate
 2015-06-23 23:47:47251 50672 algorithms.HGS.HGS DEBUG Node #0 . branch_reduction
 2015-06-23 23:47:47251 50672 algorithms.HGS.HGS DEBUG Node #3 is finished
 2015-06-23 23:47:47252 50672 algorithms.HGS.HGS DEBUG Node #3 is finished
 2015-06-23 23:47:47252 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter yielding cost 50
 2015-06-23 23:47:47252 50672 algorithms.HGS.HGS DEBUG HGS.get_nodes :: yielding #1
 2015-06-23 23:47:47252 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter()
 2015-06-23 23:47:47252 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop
 2015-06-23 23:47:47252 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 0 while having 18 indivs
 2015-06-23 23:47:47254 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 6 while having 18 indivs
 2015-06-23 23:47:47256 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 6 while having 18 indivs
 2015-06-23 23:47:47256 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout()
 2015-06-23 23:47:47258 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout :: candidate [0.28478069592543703, 2.0078288359152086, 2.0048707831612687, 1.5064221521644052, 1.9919557020473417, 2.001419050526694, 2.0048712621902927, 1.5023651832225555, 2.499086952787447, 2.0019903966895467]
 2015-06-23 23:47:47258 50672 algorithms.HGS.HGS DEBUG Node #2 :: average = [0.60233480837842657, 5.0023152769987487, 4.9666286269227342, 3.9648583245477167, 4.9901237014569597, 5.4951775173992141, 4.929309716306653, 3.9626856538291269, 6.4883506989919235, 5.0399481080908402]
 2015-06-23 23:47:47258 50672 algorithms.HGS.HGS DEBUG Node #4 :: Wow, last_proxy=None and someone wanted the population. self=<algorithms.HGS.HGS.HGS.Node object at 0x10ebd6c50>
 2015-06-23 23:47:47258 50672 algorithms.HGS.HGS DEBUG Node #4 :: average = []
 2015-06-23 23:47:47258 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout :: next candidate
 2015-06-23 23:47:47259 50672 algorithms.HGS.HGS DEBUG Node #1 . branch_reduction
 2015-06-23 23:47:47259 50672 algorithms.HGS.HGS DEBUG Node #4 is finished
 2015-06-23 23:47:47259 50672 algorithms.HGS.HGS DEBUG Node #4 is finished
 2015-06-23 23:47:47259 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter yielding cost 12
 2015-06-23 23:47:47259 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop
 2015-06-23 23:47:47259 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 0 while having 18 indivs
 2015-06-23 23:47:47261 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 6 while having 18 indivs
 2015-06-23 23:47:47263 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 6 while having 18 indivs
 2015-06-23 23:47:47263 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout()
 2015-06-23 23:47:47265 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout :: candidate [0.28478069592543703, 2.0078288359152086, 2.0048707831612687, 1.5064221521644052, 1.9919557020473417, 2.001419050526694, 2.0048712621902927, 1.5023651832225555, 2.499086952787447, 2.0019903966895467]
 2015-06-23 23:47:47265 50672 algorithms.HGS.HGS DEBUG Node #2 :: average = [0.60233480837842657, 5.0023152769987487, 4.9666286269227342, 3.9648583245477167, 4.9901237014569597, 5.4951775173992141, 4.929309716306653, 3.9626856538291269, 6.4883506989919235, 5.0399481080908402]
 2015-06-23 23:47:47265 50672 algorithms.HGS.HGS DEBUG Node #4 :: Wow, last_proxy=None and someone wanted the population. self=<algorithms.HGS.HGS.HGS.Node object at 0x10ebd6c50>
 2015-06-23 23:47:47265 50672 algorithms.HGS.HGS DEBUG Node #4 :: average = []
 2015-06-23 23:47:47265 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout :: next candidate
 2015-06-23 23:47:47265 50672 algorithms.HGS.HGS DEBUG Node #1 . branch_reduction
 2015-06-23 23:47:47265 50672 algorithms.HGS.HGS DEBUG Node #4 is finished
 2015-06-23 23:47:47265 50672 algorithms.HGS.HGS DEBUG Node #4 is finished
 2015-06-23 23:47:47265 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter yielding cost 12
 2015-06-23 23:47:47265 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop
 2015-06-23 23:47:47266 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 0 while having 18 indivs
 2015-06-23 23:47:47268 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 6 while having 18 indivs
 2015-06-23 23:47:47269 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 6 while having 18 indivs
 2015-06-23 23:47:47270 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout()
 2015-06-23 23:47:47271 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout :: candidate [0.28718652569027053, 2.0078288358889442, 2.0048707822973366, 1.5064236278135132, 1.991955702047223, 2.0014191008177673, 2.004871262026561, 1.5023651831898344, 2.49908697789783, 2.0020339676958008]
 2015-06-23 23:47:47272 50672 algorithms.HGS.HGS DEBUG Node #2 :: average = [0.60233480837842657, 5.0023152769987487, 4.9666286269227342, 3.9648583245477167, 4.9901237014569597, 5.4951775173992141, 4.929309716306653, 3.9626856538291269, 6.4883506989919235, 5.0399481080908402]
 2015-06-23 23:47:47272 50672 algorithms.HGS.HGS DEBUG Node #4 :: Wow, last_proxy=None and someone wanted the population. self=<algorithms.HGS.HGS.HGS.Node object at 0x10ebd6c50>
 2015-06-23 23:47:47272 50672 algorithms.HGS.HGS DEBUG Node #4 :: average = []
 2015-06-23 23:47:47272 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout :: next candidate
 2015-06-23 23:47:47272 50672 algorithms.HGS.HGS DEBUG Node #1 . branch_reduction
 2015-06-23 23:47:47272 50672 algorithms.HGS.HGS DEBUG Node #4 is finished
 2015-06-23 23:47:47272 50672 algorithms.HGS.HGS DEBUG Node #4 is finished
 2015-06-23 23:47:47272 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter yielding cost 12
 2015-06-23 23:47:47272 50672 algorithms.HGS.HGS DEBUG Node #3 is finished
 2015-06-23 23:47:47272 50672 algorithms.HGS.HGS DEBUG HGS.get_nodes :: not yielding #3
 2015-06-23 23:47:47272 50672 algorithms.HGS.HGS DEBUG HGS.get_nodes :: yielding #2
 2015-06-23 23:47:47272 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter()
 2015-06-23 23:47:47272 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop
 2015-06-23 23:47:47272 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 0 while having 6 indivs
 2015-06-23 23:47:47273 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:47273 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:47273 50672 algorithms.HGS.HGS DEBUG Node #2 . sprout()
 2015-06-23 23:47:47273 50672 algorithms.HGS.HGS DEBUG Node #2 . sprout :: not sprouting (C)
 2015-06-23 23:47:47273 50672 algorithms.HGS.HGS DEBUG Node #2 . branch_reduction
 2015-06-23 23:47:47273 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter yielding cost 4
 2015-06-23 23:47:47273 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop
 2015-06-23 23:47:47274 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:47274 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:47274 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:47274 50672 algorithms.HGS.HGS DEBUG Node #2 . sprout()
 2015-06-23 23:47:47274 50672 algorithms.HGS.HGS DEBUG Node #2 . sprout :: not sprouting (C)
 2015-06-23 23:47:47275 50672 algorithms.HGS.HGS DEBUG Node #2 . branch_reduction
 2015-06-23 23:47:47275 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter yielding cost 6
 2015-06-23 23:47:47275 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop
 2015-06-23 23:47:47275 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:47275 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:47276 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:47276 50672 algorithms.HGS.HGS DEBUG Node #2 . sprout()
 2015-06-23 23:47:47276 50672 algorithms.HGS.HGS DEBUG Node #2 . sprout :: not sprouting (C)
 2015-06-23 23:47:47276 50672 algorithms.HGS.HGS DEBUG Node #2 . branch_reduction
 2015-06-23 23:47:47276 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter yielding cost 6
 2015-06-23 23:47:47276 50672 algorithms.HGS.HGS DEBUG Node #4 is finished
 2015-06-23 23:47:47276 50672 algorithms.HGS.HGS DEBUG HGS.get_nodes :: not yielding #4
 2015-06-23 23:47:47276 50672 algorithms.HGS.HGS DEBUG HGS.opulation_generator :: yield cost 202
 2015-06-23 23:47:47276 50672 algorithms.HGS.HGS DEBUG Create HGSProxy <algorithms.HGS.HGS.HGS.HGSProxy object at 0x10ebdec18>
 2015-06-23 23:47:47276 50672 algorithms.HGS.HGS DEBUG HGS.population_generator :: loop
 2015-06-23 23:47:47276 50672 algorithms.HGS.HGS DEBUG HGS.get_nodes(include_finished=False)
 2015-06-23 23:47:47276 50672 algorithms.HGS.HGS DEBUG HGS.get_nodes :: yielding #0
 2015-06-23 23:47:47276 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter()
 2015-06-23 23:47:47276 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop
 2015-06-23 23:47:47286 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 0 while having 75 indivs
 2015-06-23 23:47:47308 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 25 while having 75 indivs
 2015-06-23 23:47:47329 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 25 while having 75 indivs
 2015-06-23 23:47:47329 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout()
 2015-06-23 23:47:47354 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout :: candidate [0.09999922658560727, 0.5048029452887778, 0.5061061155192967, 0.5057203133023802, 0.5055019142546371, 0.5078587924865494, 0.5071084215347341, 0.5043187503253221, 0.5049293751173834, 0.5062010287307961]
 2015-06-23 23:47:47355 50672 algorithms.HGS.HGS DEBUG Node #1 :: average = [0.28513275949670264, 2.0078288359074983, 2.004870781844851, 1.5064227807313906, 1.9919557020473164, 2.0014190720506391, 2.0048712620750169, 1.502365183047992, 2.4990869765316854, 2.0018617224191195]
 2015-06-23 23:47:47355 50672 algorithms.HGS.HGS DEBUG Node #3 :: Wow, last_proxy=None and someone wanted the population. self=<algorithms.HGS.HGS.HGS.Node object at 0x10ebc3e48>
 2015-06-23 23:47:47355 50672 algorithms.HGS.HGS DEBUG Node #3 :: average = []
 2015-06-23 23:47:47355 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout :: next candidate
 2015-06-23 23:47:47355 50672 algorithms.HGS.HGS DEBUG Node #0 . branch_reduction
 2015-06-23 23:47:47355 50672 algorithms.HGS.HGS DEBUG Node #3 is finished
 2015-06-23 23:47:47355 50672 algorithms.HGS.HGS DEBUG Node #3 is finished
 2015-06-23 23:47:47356 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter yielding cost 50
 2015-06-23 23:47:47356 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop
 2015-06-23 23:47:47366 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 0 while having 75 indivs
 2015-06-23 23:47:47387 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 25 while having 75 indivs
 2015-06-23 23:47:47411 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 25 while having 75 indivs
 2015-06-23 23:47:47411 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout()
 2015-06-23 23:47:47436 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout :: candidate [0.09999919604750604, 0.5048030414680531, 0.5061201050506221, 0.504309934714973, 0.505510982648118, 0.5052813135171391, 0.5071201802969763, 0.5043212706970167, 0.5049292713332008, 0.5062010342772201]
 2015-06-23 23:47:47437 50672 algorithms.HGS.HGS DEBUG Node #1 :: average = [0.28513275949670264, 2.0078288359074983, 2.004870781844851, 1.5064227807313906, 1.9919557020473164, 2.0014190720506391, 2.0048712620750169, 1.502365183047992, 2.4990869765316854, 2.0018617224191195]
 2015-06-23 23:47:47437 50672 algorithms.HGS.HGS DEBUG Node #3 :: Wow, last_proxy=None and someone wanted the population. self=<algorithms.HGS.HGS.HGS.Node object at 0x10ebc3e48>
 2015-06-23 23:47:47437 50672 algorithms.HGS.HGS DEBUG Node #3 :: average = []
 2015-06-23 23:47:47437 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout :: next candidate
 2015-06-23 23:47:47437 50672 algorithms.HGS.HGS DEBUG Node #0 . branch_reduction
 2015-06-23 23:47:47437 50672 algorithms.HGS.HGS DEBUG Node #3 is finished
 2015-06-23 23:47:47437 50672 algorithms.HGS.HGS DEBUG Node #3 is finished
 2015-06-23 23:47:47437 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter yielding cost 50
 2015-06-23 23:47:47437 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop
 2015-06-23 23:47:47447 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 0 while having 75 indivs
 2015-06-23 23:47:47470 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 25 while having 75 indivs
 2015-06-23 23:47:47490 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 25 while having 75 indivs
 2015-06-23 23:47:47490 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout()
 2015-06-23 23:47:47520 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout :: candidate [0.09999995131525412, 0.5048044615346845, 0.5060568070165092, 0.5056022038435977, 0.5055101521793998, 0.5059446639086997, 0.5071231801151601, 0.5043274233046392, 0.5049290126258889, 0.5062010334960676]
 2015-06-23 23:47:47520 50672 algorithms.HGS.HGS DEBUG Node #1 :: average = [0.28513275949670264, 2.0078288359074983, 2.004870781844851, 1.5064227807313906, 1.9919557020473164, 2.0014190720506391, 2.0048712620750169, 1.502365183047992, 2.4990869765316854, 2.0018617224191195]
 2015-06-23 23:47:47521 50672 algorithms.HGS.HGS DEBUG Node #3 :: Wow, last_proxy=None and someone wanted the population. self=<algorithms.HGS.HGS.HGS.Node object at 0x10ebc3e48>
 2015-06-23 23:47:47521 50672 algorithms.HGS.HGS DEBUG Node #3 :: average = []
 2015-06-23 23:47:47521 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout :: next candidate
 2015-06-23 23:47:47521 50672 algorithms.HGS.HGS DEBUG Node #0 . branch_reduction
 2015-06-23 23:47:47521 50672 algorithms.HGS.HGS DEBUG Node #3 is finished
 2015-06-23 23:47:47521 50672 algorithms.HGS.HGS DEBUG Node #3 is finished
 2015-06-23 23:47:47521 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter yielding cost 50
 2015-06-23 23:47:47521 50672 algorithms.HGS.HGS DEBUG HGS.get_nodes :: yielding #1
 2015-06-23 23:47:47521 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter()
 2015-06-23 23:47:47521 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop
 2015-06-23 23:47:47522 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 0 while having 18 indivs
 2015-06-23 23:47:47523 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 6 while having 18 indivs
 2015-06-23 23:47:47525 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 6 while having 18 indivs
 2015-06-23 23:47:47525 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout()
 2015-06-23 23:47:47527 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout :: candidate [0.2870860141799471, 2.005098268421187, 2.004870782021931, 1.5064234095254971, 1.9919557020472598, 2.0014190745371767, 2.0048712620333435, 1.5023651830847051, 2.4990869745455515, 2.0019846367641607]
 2015-06-23 23:47:47527 50672 algorithms.HGS.HGS DEBUG Node #2 :: average = [0.60902194955887001, 5.0023152769987487, 4.9666286269227342, 3.9664113803088443, 4.9901237014569597, 5.4946988038954769, 4.9731852201499862, 3.9626856538291269, 6.4883506989919235, 5.0399481080908402]
 2015-06-23 23:47:47527 50672 algorithms.HGS.HGS DEBUG Node #4 :: Wow, last_proxy=None and someone wanted the population. self=<algorithms.HGS.HGS.HGS.Node object at 0x10ebd6c50>
 2015-06-23 23:47:47527 50672 algorithms.HGS.HGS DEBUG Node #4 :: average = []
 2015-06-23 23:47:47527 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout :: next candidate
 2015-06-23 23:47:47527 50672 algorithms.HGS.HGS DEBUG Node #1 . branch_reduction
 2015-06-23 23:47:47527 50672 algorithms.HGS.HGS DEBUG Node #4 is finished
 2015-06-23 23:47:47528 50672 algorithms.HGS.HGS DEBUG Node #4 is finished
 2015-06-23 23:47:47528 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter yielding cost 12
 2015-06-23 23:47:47528 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop
 2015-06-23 23:47:47528 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 0 while having 18 indivs
 2015-06-23 23:47:47530 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 6 while having 18 indivs
 2015-06-23 23:47:47531 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 6 while having 18 indivs
 2015-06-23 23:47:47531 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout()
 2015-06-23 23:47:47533 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout :: candidate [0.2870860141799471, 2.005098268421187, 2.004870782021931, 1.5064234095254971, 1.9919557020472598, 2.0014190745371767, 2.0048712620333435, 1.5023651830847051, 2.4990869745455515, 2.0019846367641607]
 2015-06-23 23:47:47534 50672 algorithms.HGS.HGS DEBUG Node #2 :: average = [0.60902194955887001, 5.0023152769987487, 4.9666286269227342, 3.9664113803088443, 4.9901237014569597, 5.4946988038954769, 4.9731852201499862, 3.9626856538291269, 6.4883506989919235, 5.0399481080908402]
 2015-06-23 23:47:47534 50672 algorithms.HGS.HGS DEBUG Node #4 :: Wow, last_proxy=None and someone wanted the population. self=<algorithms.HGS.HGS.HGS.Node object at 0x10ebd6c50>
 2015-06-23 23:47:47534 50672 algorithms.HGS.HGS DEBUG Node #4 :: average = []
 2015-06-23 23:47:47534 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout :: next candidate
 2015-06-23 23:47:47534 50672 algorithms.HGS.HGS DEBUG Node #1 . branch_reduction
 2015-06-23 23:47:47534 50672 algorithms.HGS.HGS DEBUG Node #4 is finished
 2015-06-23 23:47:47534 50672 algorithms.HGS.HGS DEBUG Node #4 is finished
 2015-06-23 23:47:47534 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter yielding cost 12
 2015-06-23 23:47:47534 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop
 2015-06-23 23:47:47535 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 0 while having 18 indivs
 2015-06-23 23:47:47536 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 6 while having 18 indivs
 2015-06-23 23:47:47538 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 6 while having 18 indivs
 2015-06-23 23:47:47538 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout()
 2015-06-23 23:47:47540 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout :: candidate [0.290454419665067, 2.0055286576291116, 2.004870781878287, 1.5064235882097496, 1.9919557020472574, 2.0014190807368437, 2.0048712620301172, 1.5023651830979965, 2.499086996371317, 2.0020153515722487]
 2015-06-23 23:47:47540 50672 algorithms.HGS.HGS DEBUG Node #2 :: average = [0.60902194955887001, 5.0023152769987487, 4.9666286269227342, 3.9664113803088443, 4.9901237014569597, 5.4946988038954769, 4.9731852201499862, 3.9626856538291269, 6.4883506989919235, 5.0399481080908402]
 2015-06-23 23:47:47540 50672 algorithms.HGS.HGS DEBUG Node #4 :: Wow, last_proxy=None and someone wanted the population. self=<algorithms.HGS.HGS.HGS.Node object at 0x10ebd6c50>
 2015-06-23 23:47:47540 50672 algorithms.HGS.HGS DEBUG Node #4 :: average = []
 2015-06-23 23:47:47540 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout :: next candidate
 2015-06-23 23:47:47541 50672 algorithms.HGS.HGS DEBUG Node #1 . branch_reduction
 2015-06-23 23:47:47541 50672 algorithms.HGS.HGS DEBUG Node #4 is finished
 2015-06-23 23:47:47541 50672 algorithms.HGS.HGS DEBUG Node #4 is finished
 2015-06-23 23:47:47541 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter yielding cost 12
 2015-06-23 23:47:47541 50672 algorithms.HGS.HGS DEBUG Node #3 is finished
 2015-06-23 23:47:47541 50672 algorithms.HGS.HGS DEBUG HGS.get_nodes :: not yielding #3
 2015-06-23 23:47:47541 50672 algorithms.HGS.HGS DEBUG HGS.get_nodes :: yielding #2
 2015-06-23 23:47:47541 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter()
 2015-06-23 23:47:47541 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop
 2015-06-23 23:47:47541 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 0 while having 6 indivs
 2015-06-23 23:47:47542 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:47542 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:47542 50672 algorithms.HGS.HGS DEBUG Node #2 . sprout()
 2015-06-23 23:47:47542 50672 algorithms.HGS.HGS DEBUG Node #2 . sprout :: not sprouting (C)
 2015-06-23 23:47:47542 50672 algorithms.HGS.HGS DEBUG Node #2 . branch_reduction
 2015-06-23 23:47:47542 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter yielding cost 4
 2015-06-23 23:47:47542 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop
 2015-06-23 23:47:47543 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:47543 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:47543 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:47543 50672 algorithms.HGS.HGS DEBUG Node #2 . sprout()
 2015-06-23 23:47:47543 50672 algorithms.HGS.HGS DEBUG Node #2 . sprout :: not sprouting (C)
 2015-06-23 23:47:47543 50672 algorithms.HGS.HGS DEBUG Node #2 . branch_reduction
 2015-06-23 23:47:47543 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter yielding cost 6
 2015-06-23 23:47:47543 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop
 2015-06-23 23:47:47544 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:47544 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:47544 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:47545 50672 algorithms.HGS.HGS DEBUG Node #2 . sprout()
 2015-06-23 23:47:47545 50672 algorithms.HGS.HGS DEBUG Node #2 . sprout :: not sprouting (C)
 2015-06-23 23:47:47545 50672 algorithms.HGS.HGS DEBUG Node #2 . branch_reduction
 2015-06-23 23:47:47545 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter yielding cost 6
 2015-06-23 23:47:47545 50672 algorithms.HGS.HGS DEBUG Node #4 is finished
 2015-06-23 23:47:47545 50672 algorithms.HGS.HGS DEBUG HGS.get_nodes :: not yielding #4
 2015-06-23 23:47:47545 50672 algorithms.HGS.HGS DEBUG HGS.opulation_generator :: yield cost 202
 2015-06-23 23:47:47545 50672 algorithms.HGS.HGS DEBUG Create HGSProxy <algorithms.HGS.HGS.HGS.HGSProxy object at 0x10ebde7b8>
 2015-06-23 23:47:47545 50672 algorithms.HGS.HGS DEBUG HGS.population_generator :: loop
 2015-06-23 23:47:47545 50672 algorithms.HGS.HGS DEBUG HGS.get_nodes(include_finished=False)
 2015-06-23 23:47:47545 50672 algorithms.HGS.HGS DEBUG HGS.get_nodes :: yielding #0
 2015-06-23 23:47:47545 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter()
 2015-06-23 23:47:47545 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop
 2015-06-23 23:47:47555 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 0 while having 75 indivs
 2015-06-23 23:47:47577 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 25 while having 75 indivs
 2015-06-23 23:47:47602 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 25 while having 75 indivs
 2015-06-23 23:47:47602 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout()
 2015-06-23 23:47:47632 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout :: candidate [0.09999939012818139, 0.5048031996835931, 0.506077960021279, 0.5056463080861884, 0.5054821777243215, 0.5056634160645238, 0.507120494610947, 0.5043207417922392, 0.5049291657435442, 0.5062010332418816]
 2015-06-23 23:47:47633 50672 algorithms.HGS.HGS DEBUG Node #1 :: average = [0.28733717370897077, 2.0052387478039528, 2.0048707820123037, 1.5064234321881174, 1.9919557020472596, 2.0014190760001296, 2.004871262033066, 1.502365183087323, 2.4990869775105176, 2.0019876645082122]
 2015-06-23 23:47:47633 50672 algorithms.HGS.HGS DEBUG Node #3 :: Wow, last_proxy=None and someone wanted the population. self=<algorithms.HGS.HGS.HGS.Node object at 0x10ebc3e48>
 2015-06-23 23:47:47634 50672 algorithms.HGS.HGS DEBUG Node #3 :: average = []
 2015-06-23 23:47:47634 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout :: next candidate
 2015-06-23 23:47:47634 50672 algorithms.HGS.HGS DEBUG Node #0 . branch_reduction
 2015-06-23 23:47:47634 50672 algorithms.HGS.HGS DEBUG Node #3 is finished
 2015-06-23 23:47:47634 50672 algorithms.HGS.HGS DEBUG Node #3 is finished
 2015-06-23 23:47:47634 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter yielding cost 50
 2015-06-23 23:47:47634 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop
 2015-06-23 23:47:47643 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 0 while having 75 indivs
 2015-06-23 23:47:47666 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 25 while having 75 indivs
 2015-06-23 23:47:47687 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 25 while having 75 indivs
 2015-06-23 23:47:47687 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout()
 2015-06-23 23:47:47715 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout :: candidate [0.09999970246928591, 0.504803104665248, 0.5060882872769538, 0.5057232491398598, 0.5054817920977484, 0.5057752073470978, 0.5071193922065879, 0.5043207480267021, 0.5049291865618183, 0.5062010337036371]
 2015-06-23 23:47:47716 50672 algorithms.HGS.HGS DEBUG Node #1 :: average = [0.28733717370897077, 2.0052387478039528, 2.0048707820123037, 1.5064234321881174, 1.9919557020472596, 2.0014190760001296, 2.004871262033066, 1.502365183087323, 2.4990869775105176, 2.0019876645082122]
 2015-06-23 23:47:47716 50672 algorithms.HGS.HGS DEBUG Node #3 :: Wow, last_proxy=None and someone wanted the population. self=<algorithms.HGS.HGS.HGS.Node object at 0x10ebc3e48>
 2015-06-23 23:47:47716 50672 algorithms.HGS.HGS DEBUG Node #3 :: average = []
 2015-06-23 23:47:47716 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout :: next candidate
 2015-06-23 23:47:47716 50672 algorithms.HGS.HGS DEBUG Node #0 . branch_reduction
 2015-06-23 23:47:47716 50672 algorithms.HGS.HGS DEBUG Node #3 is finished
 2015-06-23 23:47:47716 50672 algorithms.HGS.HGS DEBUG Node #3 is finished
 2015-06-23 23:47:47716 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter yielding cost 50
 2015-06-23 23:47:47716 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop
 2015-06-23 23:47:47725 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 0 while having 75 indivs
 2015-06-23 23:47:47747 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 25 while having 75 indivs
 2015-06-23 23:47:47768 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 25 while having 75 indivs
 2015-06-23 23:47:47768 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout()
 2015-06-23 23:47:47793 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout :: candidate [0.09999957299664207, 0.5048032725312199, 0.5060819891820957, 0.5056623239164023, 0.5054864386988137, 0.505917848050652, 0.5071207674231725, 0.5043218394349793, 0.5062395862179722, 0.5062010334466559]
 2015-06-23 23:47:47795 50672 algorithms.HGS.HGS DEBUG Node #1 :: average = [0.28733717370897077, 2.0052387478039528, 2.0048707820123037, 1.5064234321881174, 1.9919557020472596, 2.0014190760001296, 2.004871262033066, 1.502365183087323, 2.4990869775105176, 2.0019876645082122]
 2015-06-23 23:47:47795 50672 algorithms.HGS.HGS DEBUG Node #3 :: Wow, last_proxy=None and someone wanted the population. self=<algorithms.HGS.HGS.HGS.Node object at 0x10ebc3e48>
 2015-06-23 23:47:47795 50672 algorithms.HGS.HGS DEBUG Node #3 :: average = []
 2015-06-23 23:47:47795 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout :: next candidate
 2015-06-23 23:47:47795 50672 algorithms.HGS.HGS DEBUG Node #0 . branch_reduction
 2015-06-23 23:47:47795 50672 algorithms.HGS.HGS DEBUG Node #3 is finished
 2015-06-23 23:47:47795 50672 algorithms.HGS.HGS DEBUG Node #3 is finished
 2015-06-23 23:47:47795 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter yielding cost 50
 2015-06-23 23:47:47796 50672 algorithms.HGS.HGS DEBUG HGS.get_nodes :: yielding #1
 2015-06-23 23:47:47796 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter()
 2015-06-23 23:47:47796 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop
 2015-06-23 23:47:47797 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 0 while having 18 indivs
 2015-06-23 23:47:47799 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 6 while having 18 indivs
 2015-06-23 23:47:47801 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 6 while having 18 indivs
 2015-06-23 23:47:47801 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout()
 2015-06-23 23:47:47803 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout :: candidate [0.29400073328612236, 2.005467310904655, 2.004870781911886, 1.506423432875978, 1.991955702047258, 2.0014190765074247, 2.0048712620318616, 1.502365183090502, 2.4990869758949774, 2.0019975408245645]
 2015-06-23 23:47:47803 50672 algorithms.HGS.HGS DEBUG Node #2 :: average = [0.60902194955887001, 5.0023152769987487, 4.9666286269227342, 3.9710705475922277, 4.9920154287699265, 5.4946988038954769, 4.9750774051606861, 3.9626721968291481, 6.4883506989919235, 5.0399481080908402]
 2015-06-23 23:47:47803 50672 algorithms.HGS.HGS DEBUG Node #4 :: Wow, last_proxy=None and someone wanted the population. self=<algorithms.HGS.HGS.HGS.Node object at 0x10ebd6c50>
 2015-06-23 23:47:47804 50672 algorithms.HGS.HGS DEBUG Node #4 :: average = []
 2015-06-23 23:47:47804 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout :: next candidate
 2015-06-23 23:47:47804 50672 algorithms.HGS.HGS DEBUG Node #1 . branch_reduction
 2015-06-23 23:47:47804 50672 algorithms.HGS.HGS DEBUG Node #4 is finished
 2015-06-23 23:47:47804 50672 algorithms.HGS.HGS DEBUG Node #4 is finished
 2015-06-23 23:47:47804 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter yielding cost 12
 2015-06-23 23:47:47804 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop
 2015-06-23 23:47:47805 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 0 while having 18 indivs
 2015-06-23 23:47:47806 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 6 while having 18 indivs
 2015-06-23 23:47:47808 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 6 while having 18 indivs
 2015-06-23 23:47:47808 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout()
 2015-06-23 23:47:47810 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout :: candidate [0.29400073328612236, 2.005467310904655, 2.004870781911886, 1.506423432875978, 1.991955702047258, 2.0014190765074247, 2.0048712620318616, 1.502365183090502, 2.4990869758949774, 2.0019975408245645]
 2015-06-23 23:47:47810 50672 algorithms.HGS.HGS DEBUG Node #2 :: average = [0.60902194955887001, 5.0023152769987487, 4.9666286269227342, 3.9710705475922277, 4.9920154287699265, 5.4946988038954769, 4.9750774051606861, 3.9626721968291481, 6.4883506989919235, 5.0399481080908402]
 2015-06-23 23:47:47810 50672 algorithms.HGS.HGS DEBUG Node #4 :: Wow, last_proxy=None and someone wanted the population. self=<algorithms.HGS.HGS.HGS.Node object at 0x10ebd6c50>
 2015-06-23 23:47:47811 50672 algorithms.HGS.HGS DEBUG Node #4 :: average = []
 2015-06-23 23:47:47811 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout :: next candidate
 2015-06-23 23:47:47811 50672 algorithms.HGS.HGS DEBUG Node #1 . branch_reduction
 2015-06-23 23:47:47811 50672 algorithms.HGS.HGS DEBUG Node #4 is finished
 2015-06-23 23:47:47811 50672 algorithms.HGS.HGS DEBUG Node #4 is finished
 2015-06-23 23:47:47811 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter yielding cost 12
 2015-06-23 23:47:47811 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop
 2015-06-23 23:47:47812 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 0 while having 18 indivs
 2015-06-23 23:47:47813 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 6 while having 18 indivs
 2015-06-23 23:47:47815 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 6 while having 18 indivs
 2015-06-23 23:47:47815 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout()
 2015-06-23 23:47:47816 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout :: candidate [0.29400073328612236, 2.005467310904655, 2.004870781911886, 1.506423432875978, 1.991955702047258, 2.0014190765074247, 2.0048712620318616, 1.502365183090502, 2.4990869758949774, 2.0019975408245645]
 2015-06-23 23:47:47817 50672 algorithms.HGS.HGS DEBUG Node #2 :: average = [0.60902194955887001, 5.0023152769987487, 4.9666286269227342, 3.9710705475922277, 4.9920154287699265, 5.4946988038954769, 4.9750774051606861, 3.9626721968291481, 6.4883506989919235, 5.0399481080908402]
 2015-06-23 23:47:47817 50672 algorithms.HGS.HGS DEBUG Node #4 :: Wow, last_proxy=None and someone wanted the population. self=<algorithms.HGS.HGS.HGS.Node object at 0x10ebd6c50>
 2015-06-23 23:47:47817 50672 algorithms.HGS.HGS DEBUG Node #4 :: average = []
 2015-06-23 23:47:47817 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout :: next candidate
 2015-06-23 23:47:47817 50672 algorithms.HGS.HGS DEBUG Node #1 . branch_reduction
 2015-06-23 23:47:47817 50672 algorithms.HGS.HGS DEBUG Node #4 is finished
 2015-06-23 23:47:47817 50672 algorithms.HGS.HGS DEBUG Node #4 is finished
 2015-06-23 23:47:47817 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter yielding cost 12
 2015-06-23 23:47:47817 50672 algorithms.HGS.HGS DEBUG Node #3 is finished
 2015-06-23 23:47:47817 50672 algorithms.HGS.HGS DEBUG HGS.get_nodes :: not yielding #3
 2015-06-23 23:47:47817 50672 algorithms.HGS.HGS DEBUG HGS.get_nodes :: yielding #2
 2015-06-23 23:47:47817 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter()
 2015-06-23 23:47:47817 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop
 2015-06-23 23:47:47818 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 0 while having 6 indivs
 2015-06-23 23:47:47818 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:47818 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:47818 50672 algorithms.HGS.HGS DEBUG Node #2 . sprout()
 2015-06-23 23:47:47819 50672 algorithms.HGS.HGS DEBUG Node #2 . sprout :: not sprouting (C)
 2015-06-23 23:47:47819 50672 algorithms.HGS.HGS DEBUG Node #2 . branch_reduction
 2015-06-23 23:47:47819 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter yielding cost 4
 2015-06-23 23:47:47819 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop
 2015-06-23 23:47:47819 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:47819 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:47820 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:47820 50672 algorithms.HGS.HGS DEBUG Node #2 . sprout()
 2015-06-23 23:47:47820 50672 algorithms.HGS.HGS DEBUG Node #2 . sprout :: not sprouting (C)
 2015-06-23 23:47:47820 50672 algorithms.HGS.HGS DEBUG Node #2 . branch_reduction
 2015-06-23 23:47:47820 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter yielding cost 6
 2015-06-23 23:47:47820 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop
 2015-06-23 23:47:47820 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:47821 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:47821 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:47821 50672 algorithms.HGS.HGS DEBUG Node #2 . sprout()
 2015-06-23 23:47:47821 50672 algorithms.HGS.HGS DEBUG Node #2 . sprout :: not sprouting (C)
 2015-06-23 23:47:47821 50672 algorithms.HGS.HGS DEBUG Node #2 . branch_reduction
 2015-06-23 23:47:47821 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter yielding cost 6
 2015-06-23 23:47:47821 50672 algorithms.HGS.HGS DEBUG Node #4 is finished
 2015-06-23 23:47:47821 50672 algorithms.HGS.HGS DEBUG HGS.get_nodes :: not yielding #4
 2015-06-23 23:47:47821 50672 algorithms.HGS.HGS DEBUG HGS.opulation_generator :: yield cost 202
 2015-06-23 23:47:47821 50672 algorithms.HGS.HGS DEBUG Create HGSProxy <algorithms.HGS.HGS.HGS.HGSProxy object at 0x10ebdea90>
 2015-06-23 23:47:47821 50672 algorithms.HGS.HGS DEBUG HGS.population_generator :: loop
 2015-06-23 23:47:47822 50672 algorithms.HGS.HGS DEBUG HGS.get_nodes(include_finished=False)
 2015-06-23 23:47:47822 50672 algorithms.HGS.HGS DEBUG HGS.get_nodes :: yielding #0
 2015-06-23 23:47:47822 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter()
 2015-06-23 23:47:47822 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop
 2015-06-23 23:47:47831 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 0 while having 75 indivs
 2015-06-23 23:47:47852 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 25 while having 75 indivs
 2015-06-23 23:47:47874 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 25 while having 75 indivs
 2015-06-23 23:47:47874 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout()
 2015-06-23 23:47:47901 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout :: candidate [0.09999948796510853, 0.5048032603138375, 0.5060801225948313, 0.505675578192059, 0.5054837847070728, 0.5058587979143883, 0.5071206652209224, 0.5043218888330141, 0.5060414216574011, 0.5062010335956121]
 2015-06-23 23:47:47902 50672 algorithms.HGS.HGS DEBUG Node #1 :: average = [0.29289176671054146, 2.0054507989355539, 2.0048707819170883, 1.5064234499551483, 1.9919557020472578, 2.0014190771603713, 2.0048712620317946, 1.5023651830915898, 2.4990869815035892, 2.0020001961029861]
 2015-06-23 23:47:47902 50672 algorithms.HGS.HGS DEBUG Node #3 :: Wow, last_proxy=None and someone wanted the population. self=<algorithms.HGS.HGS.HGS.Node object at 0x10ebc3e48>
 2015-06-23 23:47:47902 50672 algorithms.HGS.HGS DEBUG Node #3 :: average = []
 2015-06-23 23:47:47902 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout :: next candidate
 2015-06-23 23:47:47902 50672 algorithms.HGS.HGS DEBUG Node #0 . branch_reduction
 2015-06-23 23:47:47902 50672 algorithms.HGS.HGS DEBUG Node #3 is finished
 2015-06-23 23:47:47902 50672 algorithms.HGS.HGS DEBUG Node #3 is finished
 2015-06-23 23:47:47902 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter yielding cost 50
 2015-06-23 23:47:47902 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop
 2015-06-23 23:47:47912 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 0 while having 75 indivs
 2015-06-23 23:47:47934 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 25 while having 75 indivs
 2015-06-23 23:47:47955 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 25 while having 75 indivs
 2015-06-23 23:47:47955 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout()
 2015-06-23 23:47:47982 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout :: candidate [0.09999975213188683, 0.5048035971091807, 0.5060799444672659, 0.5056177232438044, 0.5054916440268595, 0.505763976350363, 0.5071198069292298, 0.5043257576582639, 0.5056190221618949, 0.5062010335686977]
 2015-06-23 23:47:47983 50672 algorithms.HGS.HGS DEBUG Node #1 :: average = [0.29289176671054146, 2.0054507989355539, 2.0048707819170883, 1.5064234499551483, 1.9919557020472578, 2.0014190771603713, 2.0048712620317946, 1.5023651830915898, 2.4990869815035892, 2.0020001961029861]
 2015-06-23 23:47:47983 50672 algorithms.HGS.HGS DEBUG Node #3 :: Wow, last_proxy=None and someone wanted the population. self=<algorithms.HGS.HGS.HGS.Node object at 0x10ebc3e48>
 2015-06-23 23:47:47983 50672 algorithms.HGS.HGS DEBUG Node #3 :: average = []
 2015-06-23 23:47:47983 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout :: next candidate
 2015-06-23 23:47:47983 50672 algorithms.HGS.HGS DEBUG Node #0 . branch_reduction
 2015-06-23 23:47:47983 50672 algorithms.HGS.HGS DEBUG Node #3 is finished
 2015-06-23 23:47:47983 50672 algorithms.HGS.HGS DEBUG Node #3 is finished
 2015-06-23 23:47:47983 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter yielding cost 50
 2015-06-23 23:47:47983 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop
 2015-06-23 23:47:47993 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 0 while having 75 indivs
 2015-06-23 23:47:4815 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 25 while having 75 indivs
 2015-06-23 23:47:4838 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter loop : driver epoch yielded 25 while having 75 indivs
 2015-06-23 23:47:4838 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout()
 2015-06-23 23:47:4864 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout :: candidate [0.09999975213188683, 0.5048035971091807, 0.5060799444672659, 0.5056177232438044, 0.5054916440268595, 0.505763976350363, 0.5071198069292298, 0.5043257576582639, 0.5056190221618949, 0.5062010335686977]
 2015-06-23 23:47:4865 50672 algorithms.HGS.HGS DEBUG Node #1 :: average = [0.29289176671054146, 2.0054507989355539, 2.0048707819170883, 1.5064234499551483, 1.9919557020472578, 2.0014190771603713, 2.0048712620317946, 1.5023651830915898, 2.4990869815035892, 2.0020001961029861]
 2015-06-23 23:47:4865 50672 algorithms.HGS.HGS DEBUG Node #3 :: Wow, last_proxy=None and someone wanted the population. self=<algorithms.HGS.HGS.HGS.Node object at 0x10ebc3e48>
 2015-06-23 23:47:4865 50672 algorithms.HGS.HGS DEBUG Node #3 :: average = []
 2015-06-23 23:47:4865 50672 algorithms.HGS.HGS DEBUG Node #0 . sprout :: next candidate
 2015-06-23 23:47:4866 50672 algorithms.HGS.HGS DEBUG Node #0 . branch_reduction
 2015-06-23 23:47:4866 50672 algorithms.HGS.HGS DEBUG Node #3 is finished
 2015-06-23 23:47:4866 50672 algorithms.HGS.HGS DEBUG Node #3 is finished
 2015-06-23 23:47:4866 50672 algorithms.HGS.HGS DEBUG Node #0 :: step_iter yielding cost 50
 2015-06-23 23:47:4866 50672 algorithms.HGS.HGS DEBUG HGS.get_nodes :: yielding #1
 2015-06-23 23:47:4866 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter()
 2015-06-23 23:47:4866 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop
 2015-06-23 23:47:4867 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 0 while having 18 indivs
 2015-06-23 23:47:4868 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 6 while having 18 indivs
 2015-06-23 23:47:4870 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 6 while having 18 indivs
 2015-06-23 23:47:4870 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout()
 2015-06-23 23:47:4872 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout :: candidate [0.29400073328612236, 2.005467310904655, 2.004870781911886, 1.506423432875978, 1.991955702047258, 2.0014190765074247, 2.0048712620318616, 1.502365183090502, 2.4990869758949774, 2.0019975408245645]
 2015-06-23 23:47:4872 50672 algorithms.HGS.HGS DEBUG Node #2 :: average = [0.60902194955887001, 5.0023152769987487, 5.0112590603087428, 3.9710705475922277, 4.9920252605151108, 5.4946988038954769, 4.9751052557702238, 3.9626856538291269, 6.4883506989919235, 5.0399481080908402]
 2015-06-23 23:47:4872 50672 algorithms.HGS.HGS DEBUG Node #4 :: Wow, last_proxy=None and someone wanted the population. self=<algorithms.HGS.HGS.HGS.Node object at 0x10ebd6c50>
 2015-06-23 23:47:4872 50672 algorithms.HGS.HGS DEBUG Node #4 :: average = []
 2015-06-23 23:47:4872 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout :: next candidate
 2015-06-23 23:47:4872 50672 algorithms.HGS.HGS DEBUG Node #1 . branch_reduction
 2015-06-23 23:47:4872 50672 algorithms.HGS.HGS DEBUG Node #4 is finished
 2015-06-23 23:47:4873 50672 algorithms.HGS.HGS DEBUG Node #4 is finished
 2015-06-23 23:47:4873 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter yielding cost 12
 2015-06-23 23:47:4873 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop
 2015-06-23 23:47:4873 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 0 while having 18 indivs
 2015-06-23 23:47:4875 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 6 while having 18 indivs
 2015-06-23 23:47:4877 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 6 while having 18 indivs
 2015-06-23 23:47:4877 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout()
 2015-06-23 23:47:4879 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout :: candidate [0.29400073328612236, 2.005467310904655, 2.004870781911886, 1.506423432875978, 1.991955702047258, 2.0014190765074247, 2.0048712620318616, 1.502365183090502, 2.4990869758949774, 2.0019975408245645]
 2015-06-23 23:47:4879 50672 algorithms.HGS.HGS DEBUG Node #2 :: average = [0.60902194955887001, 5.0023152769987487, 5.0112590603087428, 3.9710705475922277, 4.9920252605151108, 5.4946988038954769, 4.9751052557702238, 3.9626856538291269, 6.4883506989919235, 5.0399481080908402]
 2015-06-23 23:47:4879 50672 algorithms.HGS.HGS DEBUG Node #4 :: Wow, last_proxy=None and someone wanted the population. self=<algorithms.HGS.HGS.HGS.Node object at 0x10ebd6c50>
 2015-06-23 23:47:4880 50672 algorithms.HGS.HGS DEBUG Node #4 :: average = []
 2015-06-23 23:47:4880 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout :: next candidate
 2015-06-23 23:47:4880 50672 algorithms.HGS.HGS DEBUG Node #1 . branch_reduction
 2015-06-23 23:47:4880 50672 algorithms.HGS.HGS DEBUG Node #4 is finished
 2015-06-23 23:47:4880 50672 algorithms.HGS.HGS DEBUG Node #4 is finished
 2015-06-23 23:47:4880 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter yielding cost 12
 2015-06-23 23:47:4880 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop
 2015-06-23 23:47:4881 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 0 while having 18 indivs
 2015-06-23 23:47:4882 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 6 while having 18 indivs
 2015-06-23 23:47:4884 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter loop : driver epoch yielded 6 while having 18 indivs
 2015-06-23 23:47:4884 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout()
 2015-06-23 23:47:4886 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout :: candidate [0.2988115115622372, 2.005467310904655, 2.004870781911886, 1.506423432875978, 1.991955702047258, 2.0014190765074247, 2.0048712620318616, 1.502365183090502, 2.4990869758949774, 2.0019975408245645]
 2015-06-23 23:47:4887 50672 algorithms.HGS.HGS DEBUG Node #2 :: average = [0.60902194955887001, 5.0023152769987487, 5.0112590603087428, 3.9710705475922277, 4.9920252605151108, 5.4946988038954769, 4.9751052557702238, 3.9626856538291269, 6.4883506989919235, 5.0399481080908402]
 2015-06-23 23:47:4887 50672 algorithms.HGS.HGS DEBUG Node #4 :: Wow, last_proxy=None and someone wanted the population. self=<algorithms.HGS.HGS.HGS.Node object at 0x10ebd6c50>
 2015-06-23 23:47:4887 50672 algorithms.HGS.HGS DEBUG Node #4 :: average = []
 2015-06-23 23:47:4887 50672 algorithms.HGS.HGS DEBUG Node #1 . sprout :: next candidate
 2015-06-23 23:47:4887 50672 algorithms.HGS.HGS DEBUG Node #1 . branch_reduction
 2015-06-23 23:47:4887 50672 algorithms.HGS.HGS DEBUG Node #4 is finished
 2015-06-23 23:47:4887 50672 algorithms.HGS.HGS DEBUG Node #4 is finished
 2015-06-23 23:47:4887 50672 algorithms.HGS.HGS DEBUG Node #1 :: step_iter yielding cost 12
 2015-06-23 23:47:4887 50672 algorithms.HGS.HGS DEBUG Node #3 is finished
 2015-06-23 23:47:4887 50672 algorithms.HGS.HGS DEBUG HGS.get_nodes :: not yielding #3
 2015-06-23 23:47:4887 50672 algorithms.HGS.HGS DEBUG HGS.get_nodes :: yielding #2
 2015-06-23 23:47:4887 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter()
 2015-06-23 23:47:4887 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop
 2015-06-23 23:47:4888 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 0 while having 6 indivs
 2015-06-23 23:47:4888 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:4888 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:4888 50672 algorithms.HGS.HGS DEBUG Node #2 . sprout()
 2015-06-23 23:47:4888 50672 algorithms.HGS.HGS DEBUG Node #2 . sprout :: not sprouting (C)
 2015-06-23 23:47:4888 50672 algorithms.HGS.HGS DEBUG Node #2 . branch_reduction
 2015-06-23 23:47:4888 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter yielding cost 4
 2015-06-23 23:47:4889 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop
 2015-06-23 23:47:4889 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:4889 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:4890 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:4890 50672 algorithms.HGS.HGS DEBUG Node #2 . sprout()
 2015-06-23 23:47:4890 50672 algorithms.HGS.HGS DEBUG Node #2 . sprout :: not sprouting (C)
 2015-06-23 23:47:4890 50672 algorithms.HGS.HGS DEBUG Node #2 . branch_reduction
 2015-06-23 23:47:4890 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter yielding cost 6
 2015-06-23 23:47:4890 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop
 2015-06-23 23:47:4890 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:4890 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:4891 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter loop : driver epoch yielded 2 while having 6 indivs
 2015-06-23 23:47:4891 50672 algorithms.HGS.HGS DEBUG Node #2 . sprout()
 2015-06-23 23:47:4891 50672 algorithms.HGS.HGS DEBUG Node #2 . sprout :: not sprouting (C)
 2015-06-23 23:47:4891 50672 algorithms.HGS.HGS DEBUG Node #2 . branch_reduction
 2015-06-23 23:47:4891 50672 algorithms.HGS.HGS DEBUG Node #2 :: step_iter yielding cost 6
 2015-06-23 23:47:4891 50672 algorithms.HGS.HGS DEBUG Node #4 is finished
 2015-06-23 23:47:4891 50672 algorithms.HGS.HGS DEBUG HGS.get_nodes :: not yielding #4
 2015-06-23 23:47:4891 50672 algorithms.HGS.HGS DEBUG HGS.opulation_generator :: yield cost 202
 2015-06-23 23:47:4891 50672 algorithms.HGS.HGS DEBUG Create HGSProxy <algorithms.HGS.HGS.HGS.HGSProxy object at 0x10ebde710>
 2015-06-23 23:47:4891 50672 algorithms.HGS.HGS DEBUG HGSProxy.finalized_population
 2015-06-23 23:47:4891 50672 algorithms.HGS.HGS DEBUG HGS.get_nodes(include_finished=True)
 2015-06-23 23:47:4891 50672 algorithms.HGS.HGS DEBUG HGS.get_nodes :: yielding #0
 2015-06-23 23:47:48100 50672 algorithms.HGS.HGS DEBUG HGS.get_nodes :: yielding #1
 2015-06-23 23:47:48101 50672 algorithms.HGS.HGS DEBUG Node #3 is finished
 2015-06-23 23:47:48101 50672 algorithms.HGS.HGS DEBUG HGS.get_nodes :: yielding #3
 2015-06-23 23:47:48101 50672 algorithms.HGS.HGS DEBUG Node #3 :: Wow, last_proxy=None and someone wanted the population. self=<algorithms.HGS.HGS.HGS.Node object at 0x10ebc3e48>
 2015-06-23 23:47:48101 50672 algorithms.HGS.HGS DEBUG HGS.get_nodes :: yielding #2
 2015-06-23 23:47:48102 50672 algorithms.HGS.HGS DEBUG Node #4 is finished
 2015-06-23 23:47:48102 50672 algorithms.HGS.HGS DEBUG HGS.get_nodes :: yielding #4
 2015-06-23 23:47:48102 50672 algorithms.HGS.HGS DEBUG Node #4 :: Wow, last_proxy=None and someone wanted the population. self=<algorithms.HGS.HGS.HGS.Node object at 0x10ebd6c50>
 2015-06-23 23:47:48108 50672 algorithms.HGS.HGS DEBUG HGSProxy.finalized_population
 ^[