farhadi
/
motif-aware-network-inference


			
				
					
						
						
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							Occurrence Matrix:
 [[  0.  12.   0. ...   3.  16.   3.]
 [ 18.   0.   0. ... 132. 143. 160.]
 [ 38.   0.   0. ...   0.   0.   0.]
 ...
 [ 40.  91.   0. ...   0. 191. 117.]
 [ 51. 109.   0. ... 230.   0. 292.]
 [ 59. 105.   0. ... 396. 378.   0.]]
Num of Nodes: 32
Finish Time: 99.996452
Window Width: 5
Mean: 86.0498046875 Standard Deviation: 121.66889006050644
Significant Pairwise Influences:
 [[0.         0.         0.         ... 0.         0.         0.        ]
 [0.         0.         0.         ... 0.37766594 0.46807524 0.60779872]
 [0.         0.         0.         ... 0.         0.         0.        ]
 ...
 [0.         0.04068579 0.         ... 0.         0.86258858 0.25438052]
 [0.         0.1886283  0.         ... 1.18313067 0.         1.6927104 ]
 [0.         0.15575218 0.         ... 2.5474893  2.3995468  0.        ]]
motif frequency matrix:
 [[ 0.  0.  0. ...  0.  0.  0.]
 [ 0.  0.  0. ... 12. 12. 12.]
 [ 0.  0.  0. ...  0.  0.  0.]
 ...
 [ 0. 14.  0. ...  0. 14. 14.]
 [ 0. 16.  0. ... 17.  0. 17.]
 [ 0. 14.  0. ... 14. 14.  0.]]
Num of Motifs Seen: 1458
gradient descent errors: [0.04767782263755877, 0.017800032595037464, 0.014596002366169317, 0.012805448137382752, 0.012493143374048894, 0.012657084576850107, 0.012554591309064009, 0.012275157439164183, 0.012556457765771, 0.012521616221483891, 0.012412839385215733, 0.01261817801140112, 0.012711671834481476, 0.01248081157117108, 0.012717825118031207, 0.012695424301762136, 0.01257480155574613, 0.01270814962526421, 0.012732808192494416, 0.012562603606637662, 0.012814655261370766, 0.012736631123082626, 0.012596000156026107, 0.012792858590538695, 0.012835115499184554, 0.012593141817738882, 0.012820629507423617, 0.012808266121728477, 0.012686824980867983, 0.012813157355257246, 0.012831670107157902, 0.012656039102237008, 0.012903287449291069, 0.012820982091306889, 0.012676532887519697, 0.012869864105178468, 0.012908726724503987, 0.012663688203496594, 0.012888417444714374, 0.012872780684855369, 0.012740540164090736, 0.01286486999367524, 0.012881605451592998, 0.01270440442595543, 0.012950294993588397, 0.012866836087253131, 0.012721454787044985, 0.012914083257419964, 0.012952499570349201, 0.012707300218456907]
in run 0 result adjacency matrix was:
 [[0.         0.         0.         ... 0.         0.         0.        ]
 [0.         0.         0.         ... 1.02622497 2.4566718  1.43923281]
 [0.         0.         0.         ... 0.         0.         0.        ]
 ...
 [0.         0.         0.         ... 0.         0.88627968 0.4084779 ]
 [0.         0.         0.         ... 2.30690842 0.         2.51650695]
 [0.         0.         0.         ... 2.81425411 4.20703739 0.        ]] 
 result motif frequency matrix was:
 [[ 0.  0.  0. ...  0.  0.  0.]
 [ 0.  0.  0. ...  0.  0.  0.]
 [ 0.  0.  0. ...  0.  0.  0.]
 ...
 [ 0.  0.  0. ...  0.  5.  5.]
 [ 0.  0.  0. ... 11.  0. 11.]
 [ 0.  0.  0. ... 11. 11.  0.]]
gradient descent errors: [0.013449076426007303, 0.013434533367235327, 0.013311567091732628, 0.013437124839532995, 0.013455832361986818, 0.013281720022021506, 0.01353255512777995, 0.01345751943586089, 0.01332304184152848, 0.013505719035725974, 0.01356824414109158, 0.013244089813857237, 0.013466445764415018, 0.013449263045875508, 0.013323313821364702, 0.01344538438015155, 0.013459886498815996, 0.013280439637622928, 0.013524075557826216, 0.013438311154516717, 0.013290567063591668, 0.013480722220653295, 0.01351653930235749, 0.013268543828060236, 0.013490416301433697, 0.013472766246212376, 0.013346365423530957, 0.013467998817747486, 0.013482078035946494, 0.013302221222044455, 0.013545460161800608, 0.013459310428886779, 0.013311192845477406, 0.013500985026065181, 0.013536449968263014, 0.013288111875130489, 0.013509651683120929, 0.013491677608220901, 0.013364961936828422, 0.013486288357171888, 0.013500069077670313, 0.013319920960226814, 0.013562876454053484, 0.013476449866936637, 0.01332806273474051, 0.01351759142380127, 0.01355279968553064, 0.013304210493817716, 0.013525505570386297, 0.013507291922008734]
in run 1 result adjacency matrix was:
 [[0.         0.         0.         ... 0.         0.         0.        ]
 [0.         0.         0.         ... 2.17486632 4.91485652 2.75151723]
 [0.         0.         0.         ... 0.         0.         0.        ]
 ...
 [0.         0.         0.         ... 0.         0.96544032 0.63188716]
 [0.         0.         0.         ... 3.4593438  0.         3.37348268]
 [0.         0.         0.         ... 3.10412098 6.02833087 0.        ]] 
 result motif frequency matrix was:
 [[ 0.  0.  0. ...  0.  0.  0.]
 [ 0.  0.  0. ...  0.  0.  0.]
 [ 0.  0.  0. ...  0.  0.  0.]
 ...
 [ 0.  0.  0. ...  0.  5.  5.]
 [ 0.  0.  0. ... 11.  0. 11.]
 [ 0.  0.  0. ... 11. 11.  0.]]
gradient descent errors: [0.013380342644459621, 0.01350144023744173, 0.01351499773657892, 0.01333463083647382, 0.013577372826026713, 0.013490736867323438, 0.013342145343856597, 0.013531473498104131, 0.013566485933192828, 0.013317704521128845, 0.013538811836177998, 0.013520413805248781, 0.013393284374736225, 0.013514204986468117, 0.013527589522459183, 0.013347052641334498, 0.013589628472226835, 0.013502829162999674, 0.01335407792961707, 0.013543249021905146, 0.013578107866378582, 0.013329175363742146, 0.013550134901484226, 0.013531591456312, 0.013404319776802096, 0.013525100375405497, 0.013538347924578694, 0.01335767617409717, 0.013600120031247505, 0.013513190755255665, 0.013364312327532085, 0.013553358129146768, 0.013588094339043684, 0.013339041008709295, 0.013559882264827686, 0.013541222254071434, 0.01341383645084162, 0.013534504556375742, 0.013547641955512571, 0.013366861605265776, 0.013609199111847534, 0.013522164959798902, 0.013373183816032225, 0.01356212830463114, 0.013596765276690122, 0.013347614044027425, 0.01356835939223169, 0.013549604745243709, 0.013422126223256165, 0.013542702821329574]
in run 2 result adjacency matrix was:
 [[0.         0.         0.         ... 0.         0.         0.        ]
 [0.         0.         0.         ... 3.33250207 7.37584892 4.06962474]
 [0.         0.         0.         ... 0.         0.         0.        ]
 ...
 [0.         0.         0.         ... 0.         1.04843942 0.8611195 ]
 [0.         0.         0.         ... 4.62016385 0.         4.24192455]
 [0.         0.         0.         ... 3.40237253 7.85346281 0.        ]] 
 result motif frequency matrix was:
 [[ 0.  0.  0. ...  0.  0.  0.]
 [ 0.  0.  0. ...  0.  0.  0.]
 [ 0.  0.  0. ...  0.  0.  0.]
 ...
 [ 0.  0.  0. ...  0.  5.  5.]
 [ 0.  0.  0. ... 11.  0. 11.]
 [ 0.  0.  0. ... 11. 11.  0.]]
gradient descent errors: [0.013555750557136863, 0.013374881697689097, 0.013617132469249081, 0.013530012682151354, 0.01338094761076405, 0.01356980922038496, 0.013604364957170498, 0.013355133489201724, 0.013575800184945471, 0.013556967839286478, 0.01342941314332933, 0.013549914477396846, 0.013562888418330274, 0.013381946632363919, 0.013624125893411854, 0.013536935424641232, 0.013387801036783173, 0.01357659412123218, 0.013611082649449435, 0.013361784728537775, 0.013582386241441126, 0.013563489434658784, 0.013435871503174577, 0.013556310291193408, 0.013569222869066587, 0.013388220378859773, 0.013630340077854844, 0.013543093478058552, 0.013393905113663654, 0.013582644816432067, 0.013617081021588772, 0.013367731346086806, 0.013588282127157384, 0.013569335131898317, 0.013441668000319847, 0.013562058107691633, 0.013574922960342671, 0.013393873241594868, 0.013635946635867402, 0.013548651404977038, 0.013399414251606812, 0.013588105626798113, 0.013622494375833702, 0.013373097685910527, 0.013593602296079156, 0.01357460955284438, 0.013446897489990166, 0.01356724307111618, 0.013580064188468048, 0.013398971122387582]
in run 3 result adjacency matrix was:
 [[0.         0.         0.         ... 0.         0.         0.        ]
 [0.         0.         0.         ... 4.49414828 9.83821976 5.39049164]
 [0.         0.         0.         ... 0.         0.         0.        ]
 ...
 [0.         0.         0.         ... 0.         1.134131   1.09311124]
 [0.         0.         0.         ... 5.78608134 0.         5.11738781]
 [0.         0.         0.         ... 3.70572153 9.68128721 0.        ]] 
 result motif frequency matrix was:
 [[ 0.  0.  0. ...  0.  0.  0.]
 [ 0.  0.  0. ...  0.  0.  0.]
 [ 0.  0.  0. ...  0.  0.  0.]
 ...
 [ 0.  0.  0. ...  0.  5.  5.]
 [ 0.  0.  0. ... 11.  0. 11.]
 [ 0.  0.  0. ... 11. 11.  0.]]
gradient descent errors: [0.013641001935538067, 0.013553664495219065, 0.013404385874865615, 0.01359303613924465, 0.013627384497074832, 0.013377947757307418, 0.013598413015285079, 0.013579381247087591, 0.013451630835815267, 0.013571938382261395, 0.013584722121176502, 0.013403591977518366, 0.013645586349803769, 0.013558212757180162, 0.01340889860244098, 0.013597513609247828, 0.013631827309335254, 0.013382356177416021, 0.013602787625655003, 0.013583722302585859, 0.013455938902082373, 0.013576213703914678, 0.013588965247699453, 0.01340780314372959, 0.013649766089618556, 0.013562361296047569, 0.0134130164592716, 0.01360160100052939, 0.013635884739512836, 0.013386383854404686, 0.013606786039950568, 0.013587691653900568, 0.013459879667457039, 0.013580126075210964, 0.013592849688976472, 0.013411659839333841, 0.013653595491081093, 0.013566163580519115, 0.01341679206618952, 0.013605350100153122, 0.013639607759602617, 0.013390080958618706, 0.013610457644771102, 0.01359133791666104, 0.013463500993744647, 0.013583722616297905, 0.013596421839922105, 0.013415207745600531, 0.013657119537552552, 0.013569663907087595]
in run 4 result adjacency matrix was:
 [[ 0.          0.          0.         ...  0.          0.
   0.        ]
 [ 0.          0.          0.         ...  5.6580721  12.30140991
   6.71297286]
 [ 0.          0.          0.         ...  0.          0.
   0.        ]
 ...
 [ 0.          0.          0.         ...  0.          1.22181382
   1.32671729]
 [ 0.          0.          0.         ...  6.95541973  0.
   5.99758505]
 [ 0.          0.          0.         ...  4.01249141 11.51110287
   0.        ]] 
 result motif frequency matrix was:
 [[ 0.  0.  0. ...  0.  0.  0.]
 [ 0.  0.  0. ...  0.  0.  0.]
 [ 0.  0.  0. ...  0.  0.  0.]
 ...
 [ 0.  0.  0. ...  0.  5.  5.]
 [ 0.  0.  0. ... 11.  0. 11.]
 [ 0.  0.  0. ... 11. 11.  0.]]
gradient descent errors: [0.013420269047901253, 0.013608803871558916, 0.013643038686235637, 0.013393489169906616, 0.013613843497045593, 0.013594701534434752, 0.013466842724447054, 0.013587042579725619, 0.013599720374889719, 0.013418484967378307, 0.013660375776616461, 0.013572899274362891, 0.013423483865790663, 0.013611998246815905, 0.013646212933444882, 0.013396643391815177, 0.013616978000665365, 0.013597816418664725, 0.013469938288962278, 0.01359011891972806, 0.013602779313649943, 0.013421526695622651, 0.013663400577378375, 0.013575907233242313, 0.013426475259150255, 0.013614973156983855, 0.013649171630315426, 0.013399585954571247, 0.013619904692927716, 0.013600727316592006, 0.013472833650089468, 0.013592998817305286, 0.013605642468601922, 0.013424373079325194, 0.013666230438371212, 0.013578720641922061, 0.013429272458483616, 0.01361775421476745, 0.013651936784104887, 0.013402335269660691, 0.013622638401617891, 0.013603445481767869, 0.013475536498947597, 0.01359568641041102, 0.013608315028193065, 0.01342703066373314, 0.013668873265015313, 0.01358134876698204, 0.013431886094695767, 0.013620353416238719]
in run 5 result adjacency matrix was:
 [[ 0.          0.          0.         ...  0.          0.
   0.        ]
 [ 0.          0.          0.         ...  6.82346538 14.76514278
   8.03651436]
 [ 0.          0.          0.         ...  0.          0.
   0.        ]
 ...
 [ 0.          0.          0.         ...  0.          1.31102808
   1.56138362]
 [ 0.          0.          0.         ...  8.12721037  0.
   6.88118684]
 [ 0.          0.          0.         ...  4.32171356 13.34244996
   0.        ]] 
 result motif frequency matrix was:
 [[ 0.  0.  0. ...  0.  0.  0.]
 [ 0.  0.  0. ...  0.  0.  0.]
 [ 0.  0.  0. ...  0.  0.  0.]
 ...
 [ 0.  0.  0. ...  0.  5.  5.]
 [ 0.  0.  0. ... 11.  0. 11.]
 [ 0.  0.  0. ... 11. 11.  0.]]
gradient descent errors: [0.013654521759019248, 0.013404906070128026, 0.013625195231396022, 0.013605988391042177, 0.013478065687171813, 0.013598201925915597, 0.013610817066245407, 0.013429519270875693, 0.013671348632442903, 0.01358381093951341, 0.013434335259563236, 0.01362278961659879, 0.013656945178248102, 0.013407316749779082, 0.013627593351092381, 0.013608373990790994, 0.013480438942942295, 0.013600562876223425, 0.013613165883502214, 0.013431855992158069, 0.01367367342669808, 0.013586123842429156, 0.013436636436712512, 0.013625079102329234, 0.013659223134845494, 0.013409583210297584, 0.01362984847461494, 0.013610617809123107, 0.013482671612046063, 0.01360278442669862, 0.013615376468269234, 0.013434055640652594, 0.013675862288875462, 0.013588301946601, 0.013438803929943373, 0.013627236011844927, 0.013661369604892035, 0.013411719267051946, 0.013631974259574296, 0.013612733347451247, 0.013484777042559055, 0.01360487977358145, 0.013617461867722407, 0.013436131115915217, 0.013677927973596335, 0.013590357863105104, 0.013440850209389473, 0.013629272675674617, 0.013663396781833943, 0.01341373697769379]
in run 6 result adjacency matrix was:
 [[ 0.          0.          0.         ...  0.          0.
   0.        ]
 [ 0.          0.          0.         ...  7.9898855  17.22926152
   9.36080572]
 [ 0.          0.          0.         ...  0.          0.
   0.        ]
 ...
 [ 0.          0.          0.         ...  0.          1.40145614
   1.79679982]
 [ 0.          0.          0.         ...  9.30084388  0.
   7.76735324]
 [ 0.          0.          0.         ...  4.63277857 15.17501086
   0.        ]] 
 result motif frequency matrix was:
 [[ 0.  0.  0. ...  0.  0.  0.]
 [ 0.  0.  0. ...  0.  0.  0.]
 [ 0.  0.  0. ...  0.  0.  0.]
 ...
 [ 0.  0.  0. ...  0.  5.  5.]
 [ 0.  0.  0. ... 11.  0. 11.]
 [ 0.  0.  0. ... 11. 11.  0.]]
gradient descent errors: [0.01363398263027275, 0.01361473239796875, 0.013486766896936613, 0.013606860450783577, 0.013619433489529407, 0.013438093700520085, 0.013679881640571788, 0.013592302629898202, 0.013442786193417069, 0.013631199893662455, 0.013665315349093082, 0.013415646910252417, 0.013635884041385002, 0.013616625302987996, 0.013488651407107463, 0.013608736580806805, 0.013621301348685928, 0.013439953302879613, 0.013681733093496325, 0.013594145946846754, 0.01344462147987627, 0.013633027162500654, 0.013667134703963768, 0.013417458363452362, 0.013637687694775656, 0.013618421168313273, 0.013490439584476765, 0.013610517081428995, 0.013623074270957339, 0.013441718657491317, 0.013683490977169383, 0.01359589636977128, 0.013446364537134811, 0.013634762863798562, 0.013668863142780928, 0.013419179549024976, 0.013639401719015887, 0.013620128040003204, 0.013492139393994778, 0.01361220983711781, 0.01362476006169452, 0.013443397491194272, 0.013685162941247123, 0.013597561471729696, 0.01344802286294574, 0.013636414420569364, 0.013670508015076873, 0.013420817743567789, 0.013641033318993974, 0.013621753051765153]
in run 7 result adjacency matrix was:
 [[ 0.          0.          0.         ...  0.          0.
   0.        ]
 [ 0.          0.          0.         ...  9.15706371 19.69366861
  10.68565548]
 [ 0.          0.          0.         ...  0.          0.
   0.        ]
 ...
 [ 0.          0.          0.         ...  0.          1.49286953
   2.03277441]
 [ 0.          0.          0.         ... 10.47591229  0.
   8.6555202 ]
 [ 0.          0.          0.         ...  4.94527848 17.00855708
   0.        ]] 
 result motif frequency matrix was:
 [[ 0.  0.  0. ...  0.  0.  0.]
 [ 0.  0.  0. ...  0.  0.  0.]
 [ 0.  0.  0. ...  0.  0.  0.]
 ...
 [ 0.  0.  0. ...  0.  5.  5.]
 [ 0.  0.  0. ... 11.  0. 11.]
 [ 0.  0.  0. ... 11. 11.  0.]]
gradient descent errors: [0.013493757899381021, 0.013613821842115636, 0.013626365646824871, 0.01344499666209477, 0.01368675577714661, 0.013599147977927419, 0.013449603117405208, 0.013637988428262367, 0.01367207585272788, 0.013422379415831603, 0.013642588901381446, 0.013623302548624313, 0.013495301385034075, 0.013615359320613765, 0.013627897191325782, 0.013446522276362376, 0.013688275533197843, 0.013600661879248096, 0.013451111234894772, 0.01363949076513754, 0.013673572478792894, 0.01342387033404289, 0.013644074180470152, 0.013624782191294902, 0.013496775458966107, 0.013616827828267883, 0.013629360199350876, 0.013447979786983392, 0.013689727612053355, 0.01360210852833491, 0.013452552518861089, 0.013640926685759605, 0.013675003099748156, 0.013425295656894157, 0.013645494267943061, 0.013626197044745911, 0.013498185140187531, 0.013618232338416756, 0.013630759599304418, 0.013449374077705576, 0.013691116853524192, 0.013603492721331852, 0.013453931722484012, 0.013642300900605697, 0.013676372384054246, 0.01342666001108304, 0.013646853749405035, 0.013627551653735366, 0.013499534933264386, 0.013619577315672649]
in run 8 result adjacency matrix was:
 [[ 0.          0.          0.         ...  0.          0.
   0.        ]
 [ 0.          0.          0.         ... 10.32482455 22.15829933
  12.01093721]
 [ 0.          0.          0.         ...  0.          0.
   0.        ]
 ...
 [ 0.          0.          0.         ...  0.          1.58509847
   2.26918097]
 [ 0.          0.          0.         ... 11.65212927  0.
   9.54529081]
 [ 0.          0.          0.         ...  5.25892695 18.84291886
   0.        ]] 
 result motif frequency matrix was:
 [[ 0.  0.  0. ...  0.  0.  0.]
 [ 0.  0.  0. ...  0.  0.  0.]
 [ 0.  0.  0. ...  0.  0.  0.]
 ...
 [ 0.  0.  0. ...  0.  5.  5.]
 [ 0.  0.  0. ... 11.  0. 11.]
 [ 0.  0.  0. ... 11. 11.  0.]]
gradient descent errors: [0.013632099816484642, 0.01345070953474453, 0.01369244760536795, 0.013604818767762969, 0.013455253117664542, 0.01364361764417147, 0.013677684529397938, 0.01342796755769891, 0.013648156749930796, 0.013628850107528578, 0.013500828892222013, 0.01362086677902018, 0.013633384835392011, 0.01345199010830992, 0.013693723784047769, 0.013606090550532607, 0.013456520554279944, 0.013644880733489483, 0.013678943320487077, 0.01342922204930187, 0.0136494069904412, 0.013630096095578869, 0.013502070675543359, 0.01362210435613891, 0.013634618253388922, 0.013453219365608981, 0.013694948927091118, 0.013607311577645642, 0.013457737511277898, 0.013646093618602934, 0.013680152178915399, 0.013430426879184365, 0.013650607836372609, 0.01363129295561068, 0.013503263593676422, 0.01362329333034014, 0.01363580332707602, 0.013454400536667691, 0.013696126238366222, 0.013608485026944872, 0.013458907140883323, 0.013647259426247227, 0.01368131420632796, 0.013431585124025848, 0.01365176233982944, 0.013632443715274334, 0.013504410650199871, 0.013624436681248717, 0.013636943012498426, 0.0134555365540657]
in run 9 result adjacency matrix was:
 [[ 0.          0.          0.         ...  0.          0.
   0.        ]
 [ 0.          0.          0.         ... 11.49304716 24.62310855
  13.33656303]
 [ 0.          0.          0.         ...  0.          0.
   0.        ]
 ...
 [ 0.          0.          0.         ...  0.          1.67801342
   2.50593163]
 [ 0.          0.          0.         ... 12.82928619  0.
  10.43637534]
 [ 0.          0.          0.         ...  5.57351537 20.67796663
   0.        ]] 
 result motif frequency matrix was:
 [[ 0.  0.  0. ...  0.  0.  0.]
 [ 0.  0.  0. ...  0.  0.  0.]
 [ 0.  0.  0. ...  0.  0.  0.]
 ...
 [ 0.  0.  0. ...  0.  5.  5.]
 [ 0.  0.  0. ... 11.  0. 11.]
 [ 0.  0.  0. ... 11. 11.  0.]]
gradient descent errors: [0.013697258627353683, 0.01360961378492254, 0.01346003230695909, 0.013648380997763521, 0.013682432221895392, 0.013432699580931028, 0.013652873276194348, 0.013633551128332231, 0.01350551457759246, 0.013625537120158213, 0.013638040000094552, 0.013456630087481943, 0.013698348743295837, 0.013610700480477647, 0.01346111561837686, 0.013649460922086683, 0.013683508794925374, 0.013433772799668314, 0.013653943175999755, 0.01363461770616604, 0.01350657786838215, 0.01362659712082584, 0.013639096745141755, 0.013457683573794461, 0.013699399004956377, 0.013611747514337583, 0.013462159458107067, 0.01365050156450595, 0.013684546273299628, 0.013434807110785488, 0.01365497435272741, 0.013635645745262971, 0.013507602802324308, 0.01362761894634454, 0.013640115494327691, 0.013458699243353058, 0.013700411626599414, 0.013612757084746126, 0.013463166008620258, 0.013651505091781983, 0.01368554680831104, 0.013435804650169025, 0.013655968927094982, 0.013636637351231424, 0.013508591470150717, 0.013628604672627154, 0.013641098308974479, 0.013459679142944957, 0.013701388640700918, 0.013613731209922274]
in run 10 result adjacency matrix was:
 [[ 0.          0.          0.         ...  0.          0.
   0.        ]
 [ 0.          0.          0.         ... 12.66164474 27.08806352
  14.66246943]
 [ 0.          0.          0.         ...  0.          0.
   0.        ]
 ...
 [ 0.          0.          0.         ...  0.          1.77151328
   2.74296286]
 [ 0.          0.          0.         ... 14.00722641  0.
  11.3285559 ]
 [ 0.          0.          0.         ...  5.88888709 22.51359933
   0.        ]] 
 result motif frequency matrix was:
 [[ 0.  0.  0. ...  0.  0.  0.]
 [ 0.  0.  0. ...  0.  0.  0.]
 [ 0.  0.  0. ...  0.  0.  0.]
 ...
 [ 0.  0.  0. ...  0.  5.  5.]
 [ 0.  0.  0. ... 11.  0. 11.]
 [ 0.  0.  0. ... 11. 11.  0.]]
gradient descent errors: [0.013464137274097586, 0.013652473494110709, 0.01368651237638507, 0.01343676738052529, 0.013656928848299972, 0.013637594459809665, 0.013509545794346666, 0.013629556208954122, 0.013642047085359824, 0.013460625155891987, 0.013702331917824965, 0.01361467174771757, 0.013465075099872227, 0.013653408604351077, 0.013687444798096806, 0.013437697110187628, 0.013657855912621157, 0.013638518855262832, 0.013510467547346854, 0.013630475315969469, 0.013642963572516854, 0.013461539019654568, 0.0137032431840356, 0.01361558041283681, 0.013465981189462739, 0.013654312114870837, 0.013688345754833211, 0.01343859550959698, 0.013658751779719418, 0.013639412186505398, 0.013511358367482577, 0.01363136362145367, 0.013643849387835229, 0.013462422341262926, 0.013704124036160444, 0.013616458791935307, 0.013466857119505977, 0.013655185592318108, 0.013689216803404113, 0.013439464125753168, 0.013659617986932833, 0.013640275981241137, 0.013512219772968365, 0.013632222634158335, 0.013644706030746006, 0.013463276610853229, 0.013704975955180533, 0.013617308356863374, 0.013467704352859027, 0.013656030490579838]
in run 11 result adjacency matrix was:
 [[ 0.          0.          0.         ...  0.          0.
   0.        ]
 [ 0.          0.          0.         ... 13.83055286 29.55313975
  15.98860898]
 [ 0.          0.          0.         ...  0.          0.
   0.        ]
 ...
 [ 0.          0.          0.         ...  0.          1.8655177
   2.98022724]
 [ 0.          0.          0.         ... 15.18582934  0.
  12.22166451]
 [ 0.          0.          0.         ...  6.20492152 24.34973658
   0.        ]] 
 result motif frequency matrix was:
 [[ 0.  0.  0. ...  0.  0.  0.]
 [ 0.  0.  0. ...  0.  0.  0.]
 [ 0.  0.  0. ...  0.  0.  0.]
 ...
 [ 0.  0.  0. ...  0.  5.  5.]
 [ 0.  0.  0. ... 11.  0. 11.]
 [ 0.  0.  0. ... 11. 11.  0.]]
gradient descent errors: [0.013690059388861225, 0.0134403043948956, 0.013660455961820424, 0.013641111658370387, 0.013513053174175655, 0.013633053755947238, 0.013645534894732556, 0.013464103213548455, 0.013705800317983336, 0.013618130476292841, 0.013468524250099926, 0.013656848162159545, 0.013690874855753613, 0.013441117653636894, 0.013661267033176371, 0.01364192053888634, 0.013513859884412394, 0.013633858292459519, 0.013646337277878957, 0.013464903439893731, 0.01370659840768653, 0.013618926425929035, 0.013469318079631542, 0.013657639868172177, 0.013691664458015774, 0.013441905148745152, 0.01366205244070796, 0.01364270385544891, 0.013514641129394501, 0.013634637462480476, 0.013647114392141241, 0.013465678495028258, 0.013707371422712446, 0.013619697397489057, 0.013470087026563798, 0.01365840678713189, 0.013692429367662174, 0.013442668045745874, 0.013662813343546215, 0.01364346276080505, 0.013515398055577877, 0.0136353924061842, 0.013647867371503137, 0.013466429506754671, 0.013708120484771845, 0.01362044450660109, 0.013470832200529918, 0.013659150022685095, 0.013693170682439203, 0.013443407436493311]
in run 12 result adjacency matrix was:
 [[ 0.          0.          0.         ...  0.          0.
   0.        ]
 [ 0.          0.          0.         ... 14.99972238 32.01831844
  17.31494532]
 [ 0.          0.          0.         ...  0.          0.
   0.        ]
 ...
 [ 0.          0.          0.         ...  0.          1.95996173
   3.21768842]
 [ 0.          0.          0.         ... 16.36500019  0.
  13.11556899]
 [ 0.          0.          0.         ...  6.52152387 26.18631344
   0.        ]] 
 result motif frequency matrix was:
 [[ 0.  0.  0. ...  0.  0.  0.]
 [ 0.  0.  0. ...  0.  0.  0.]
 [ 0.  0.  0. ...  0.  0.  0.]
 ...
 [ 0.  0.  0. ...  0.  5.  5.]
 [ 0.  0.  0. ... 11.  0. 11.]
 [ 0.  0.  0. ... 11. 11.  0.]]
gradient descent errors: [0.013663550827738052, 0.013644198335201644, 0.013516131737492696, 0.013636124192391493, 0.013648597279157869, 0.013467157532645168, 0.013708846645896557, 0.013621168799762594, 0.013471554642572136, 0.013659870610424906, 0.013693889432568145, 0.013444124345842624, 0.013664265912848732, 0.013644911592919407, 0.013516843184209917, 0.013636833824968525, 0.013649305113840386, 0.013467863566308016, 0.01370955089464063, 0.013621871260477487, 0.013472255331215634, 0.013660569523901388, 0.01369458658669414, 0.013444819737537458, 0.013664959557789198, 0.013645603488039839, 0.013517533345049255, 0.013637522248476091, 0.013649991815419043, 0.013468548542922095, 0.013710234161558482, 0.013622552814678522, 0.01347293518783527, 0.013661247679934171, 0.013695263057144292, 0.013445494519414567, 0.013665632665967875, 0.01364627491954487, 0.013518203114627203, 0.013638190353166822, 0.01365065826984246, 0.013469213344133271, 0.013710897324052318, 0.013623214335525238, 0.0134735950814062, 0.01366190594331465, 0.013695919704583615, 0.013446149548013205, 0.013666286089854457, 0.013646926735834942]
in run 13 result adjacency matrix was:
 [[ 0.          0.          0.         ...  0.          0.
   0.        ]
 [ 0.          0.          0.         ... 16.16911495 34.48358483
  18.64145   ]
 [ 0.          0.          0.         ...  0.          0.
   0.        ]
 ...
 [ 0.          0.          0.         ...  0.          2.05479216
   3.45531793]
 [ 0.          0.          0.         ... 17.54466311  0.
  14.01016347]
 [ 0.          0.          0.         ...  6.8386183  28.0232767
   0.        ]] 
 result motif frequency matrix was:
 [[ 0.  0.  0. ...  0.  0.  0.]
 [ 0.  0.  0. ...  0.  0.  0.]
 [ 0.  0.  0. ...  0.  0.  0.]
 ...
 [ 0.  0.  0. ...  0.  5.  5.]
 [ 0.  0.  0. ... 11.  0. 11.]
 [ 0.  0.  0. ... 11. 11.  0.]]
gradient descent errors: [0.01351885333733013, 0.013638838979413316, 0.013651305313524062, 0.013469858802395887, 0.013711541210670742, 0.013623856647660557, 0.01347423583271823, 0.013662545130979425, 0.013696557342146917, 0.01344678563266641, 0.0136669206350307, 0.013647559738740538, 0.013519484811287064, 0.013639468921642906, 0.013651933737238164, 0.013470485704830722, 0.013712166604929611, 0.01362448053099461, 0.013474858218123074, 0.013663166015721134, 0.013697176739114936, 0.013447403539141301, 0.013667537063796972, 0.01364817468709361, 0.013520098291907319, 0.013640080931840477, 0.013652544289590646, 0.01347109479666301, 0.013712774248717599, 0.013625086724077666, 0.013475462972876547, 0.013663769329499075, 0.013697778624193042, 0.013448003992888263, 0.013668136098390089, 0.01364877229991591, 0.013520694495038961, 0.01364067572267873, 0.013653137680119436, 0.013471686784293928, 0.013713364845339145, 0.013625675927115853, 0.013476050794125763, 0.013664355766399261, 0.0136983636884455, 0.013448587681947123, 0.013668718423864325, 0.013649353259273671, 0.013521274099797902, 0.01364125397032111]
in run 14 result adjacency matrix was:
 [[ 0.          0.          0.         ...  0.          0.
   0.        ]
 [ 0.          0.          0.         ... 17.33870011 36.94892715
  19.96810032]
 [ 0.          0.          0.         ...  0.          0.
   0.        ]
 ...
 [ 0.          0.          0.         ...  0.          2.14996483
   3.69309308]
 [ 0.          0.          0.         ... 18.72475647  0.
  14.90536182]
 [ 0.          0.          0.         ...  7.15614315 29.86058221
   0.        ]] 
 result motif frequency matrix was:
 [[ 0.  0.  0. ...  0.  0.  0.]
 [ 0.  0.  0. ...  0.  0.  0.]
 [ 0.  0.  0. ...  0.  0.  0.]
 ...
 [ 0.  0.  0. ...  0.  5.  5.]
 [ 0.  0.  0. ... 11.  0. 11.]
 [ 0.  0.  0. ... 11. 11.  0.]]
gradient descent errors: [0.013653714582072596, 0.013472262338053962, 0.013713939062244215, 0.013626248804675752, 0.013476622343590088, 0.013664925985291721, 0.013698932587928328, 0.01344915525955756, 0.013669284690677973, 0.013649918212841495, 0.013521837751109711, 0.013641816316941356, 0.013654275634906505, 0.01347282209467916, 0.013714497533482107, 0.013626805988117347, 0.013477178249973795, 0.013665480612221743, 0.013699485946060807, 0.013449707346509833, 0.01366983551702491, 0.01365046777621352, 0.013522386062001238, 0.013642363372995805, 0.013654821446538273, 0.013473366659544909, 0.013715040861917289, 0.013627348077791347, 0.013477719111143921, 0.01366602024257028, 0.013700024355767526, 0.013450244533269786, 0.013670371490941378, 0.013651002534993994, 0.013522919615673139, 0.0136428957192793, 0.013655352595385773, 0.013473896608688715, 0.013715569621235633, 0.013627875645028917, 0.013478245496105264, 0.013666545443012318, 0.01370054838142204, 0.013450767381905749, 0.01367089317221841, 0.013651523046693263, 0.013523438967382704, 0.01364341390879233, 0.013655869632219424, 0.01347441249064827]
in run 15 result adjacency matrix was:
 [[ 0.          0.          0.         ...  0.          0.
   0.        ]
 [ 0.          0.          0.         ... 18.5084532  39.41433584
  21.29487786]
 [ 0.          0.          0.         ...  0.          0.
   0.        ]
 ...
 [ 0.          0.          0.         ...  0.          2.24544273
   3.93099546]
 [ 0.          0.          0.         ... 19.9052295   0.
  15.80109309]
 [ 0.          0.          0.         ...  7.47404769 31.69819295
   0.        ]] 
 result motif frequency matrix was:
 [[ 0.  0.  0. ...  0.  0.  0.]
 [ 0.  0.  0. ...  0.  0.  0.]
 [ 0.  0.  0. ...  0.  0.  0.]
 ...
 [ 0.  0.  0. ...  0.  5.  5.]
 [ 0.  0.  0. ... 11.  0. 11.]
 [ 0.  0.  0. ... 11. 11.  0.]]
gradient descent errors: [0.013716084357768084, 0.013628389233951292, 0.013478757946795391, 0.013667056753298785, 0.013701058560613814, 0.013451276427843287, 0.013671401094142423, 0.013652029842455912, 0.01352394464615726, 0.01364391846844214, 0.01365637308185138, 0.013474914828137046, 0.01371658559215417, 0.013628889363120882, 0.013479256979723258, 0.01366755468788251, 0.013701555405763215, 0.013451772181466964, 0.013671895765086178, 0.013652523428639271, 0.01352443715636218, 0.013644409900599327, 0.013656863444679508, 0.013475404119577847, 0.013717073820863786, 0.013629376527051823, 0.013479743087469763, 0.01366803973740771, 0.013702039405600115, 0.013452255129589578, 0.013672377669966268, 0.013653004288261456, 0.013524916979138213, 0.013644888684524353, 0.01365734119810556, 0.013475880840510303, 0.013717549517595644, 0.013629851197598795, 0.01348021674006624, 0.013668512370079804, 0.013702511026524011, 0.013452725736801521, 0.01367284727158507, 0.013653472882333373, 0.013525384573724951, 0.013645355277682299, 0.013657806797839837, 0.013476345444887367, 0.013718013134564652, 0.013630313825236027]
in run 16 result adjacency matrix was:
 [[ 0.          0.          0.         ...  0.          0.
   0.        ]
 [ 0.          0.          0.         ... 19.67835404 41.87980304
  22.62176751]
 [ 0.          0.          0.         ...  0.          0.
   0.        ]
 ...
 [ 0.          0.          0.         ...  0.          2.34119451
   4.16900994]
 [ 0.          0.          0.         ... 21.08603991  0.
  16.69729811]
 [ 0.          0.          0.         ...  7.79228959 33.53607756
   0.        ]] 
 result motif frequency matrix was:
 [[ 0.  0.  0. ...  0.  0.  0.]
 [ 0.  0.  0. ...  0.  0.  0.]
 [ 0.  0.  0. ...  0.  0.  0.]
 ...
 [ 0.  0.  0. ...  0.  5.  5.]
 [ 0.  0.  0. ... 11.  0. 11.]
 [ 0.  0.  0. ... 11. 11.  0.]]
gradient descent errors: [0.013480678386265262, 0.013668973032926817, 0.01370297071385761, 0.013453184446717413, 0.013673305011867271, 0.013653929651087793, 0.013525840378681476, 0.01364581011695605, 0.013658260679107121, 0.013476798366273102, 0.013718465103692108, 0.013630764840239404, 0.01348112845471526, 0.013669422152966973, 0.0137034188930065, 0.01345363168312804, 0.013673751313006582, 0.013654375015117693, 0.013526284813017615, 0.013646253619769762, 0.013658703257763406, 0.01347724001895221, 0.01371890583770851, 0.013631204653782678, 0.013481567355049993, 0.013669860138291499, 0.013703855970536, 0.013454067851069687, 0.01367418657852652, 0.013654809376432077, 0.013526718277243943, 0.013646686185132872, 0.013659134931332698, 0.0134776707989611, 0.013719335731178652, 0.013631633658955958, 0.013481995478900805, 0.013670287379070532, 0.013704282335170468, 0.013454493337818833, 0.013674611194270967, 0.013655233119439322, 0.013527141154348691, 0.01364710819461098, 0.013659556079973071, 0.01347809108504783, 0.013719755161455271, 0.013632052231714957, 0.013482413200840536, 0.013670704248491712]
in run 17 result adjacency matrix was:
 [[ 0.          0.          0.         ...  0.          0.
   0.        ]
 [ 0.          0.          0.         ... 20.84838587 44.3453222
  23.94875669]
 [ 0.          0.          0.         ...  0.          0.
   0.        ]
 ...
 [ 0.          0.          0.         ...  0.          2.43719339
   4.40712395]
 [ 0.          0.          0.         ... 22.26715208  0.
  17.59392701]
 [ 0.          0.          0.         ...  8.11083327 35.37420927
   0.        ]] 
 result motif frequency matrix was:
 [[ 0.  0.  0. ...  0.  0.  0.]
 [ 0.  0.  0. ...  0.  0.  0.]
 [ 0.  0.  0. ...  0.  0.  0.]
 ...
 [ 0.  0.  0. ...  0.  5.  5.]
 [ 0.  0.  0. ... 11.  0. 11.]
 [ 0.  0.  0. ... 11. 11.  0.]]
gradient descent errors: [0.013704698358726928, 0.013454908513819197, 0.013675025529325145, 0.013655646611863824, 0.013527553810709515, 0.01364752001323275, 0.013659967067378102, 0.013478501239568926, 0.013720164489571572, 0.013632460731766985, 0.013482820879264744, 0.013671111103636403, 0.013705104396986181, 0.01345531373354937, 0.013675429936877913, 0.013656050205603284, 0.01352795659694575, 0.01364792199033732, 0.01366036824161996, 0.013478901609327068, 0.013720564061073966, 0.013632859503400306, 0.013483218857216272, 0.013671508286300135, 0.013705500790509152, 0.013455709336332953, 0.013675824755029112, 0.013656444237530995, 0.013528349848717201, 0.013648314460368793, 0.013660759935939161, 0.013479292526357633, 0.013720954206804852, 0.013633248876262018, 0.013483607463159053, 0.013671896123761818, 0.013705887865401549, 0.013456095647100902, 0.013676210307546583, 0.013656829030249762, 0.013528733887473398, 0.013648697743621188, 0.013661142469486739, 0.013479674308665921, 0.013721335243635176, 0.013633629166087475, 0.013483987011704213, 0.013672274929506229, 0.013706265934033294, 0.013456472977106393]
in run 18 result adjacency matrix was:
 [[ 0.          0.          0.         ...  0.          0.
   0.        ]
 [ 0.          0.          0.         ... 22.01853463 46.81088782
  25.27583482]
 [ 0.          0.          0.         ...  0.          0.
   0.        ]
 ...
 [ 0.          0.          0.         ...  0.          2.53341631
   4.64532691]
 [ 0.          0.          0.         ... 23.44853575  0.
  18.4909374 ]
 [ 0.          0.          0.         ...  8.42964843 37.21256502
   0.        ]] 
 result motif frequency matrix was:
 [[ 0.  0.  0. ...  0.  0.  0.]
 [ 0.  0.  0. ...  0.  0.  0.]
 [ 0.  0.  0. ...  0.  0.  0.]
 ...
 [ 0.  0.  0. ...  0.  5.  5.]
 [ 0.  0.  0. ... 11.  0. 11.]
 [ 0.  0.  0. ... 11. 11.  0.]]
gradient descent errors: [0.013676586904577612, 0.01365720489279945, 0.013529109021157748, 0.013649072146940075, 0.013661516148020308, 0.013480047260920653, 0.01372170747515606, 0.01363400067538757, 0.0134843578042932, 0.013672645003903802, 0.013706635295714462, 0.013456841624597374, 0.013676954843318746, 0.013657572121323484, 0.013529475544870821, 0.013649437964381193, 0.013661881264561549, 0.013480411675107737, 0.013722071192327346, 0.013634363694094815, 0.013484720129841473, 0.013673006634851189, 0.0137069962373328, 0.013457201875450993, 0.01367731440864656, 0.013657930999696087, 0.013529833741494334, 0.01364979547783259, 0.013662238100014507, 0.01348076783114526, 0.013722426674090845, 0.013634718500173492, 0.013485074265344888, 0.013673360098374611, 0.013707349033954286, 0.013457554003771424, 0.013677665873712733, 0.013658281800115064, 0.013530183882281697, 0.013650144957601099, 0.013662586923748969, 0.01348111599746429, 0.013722774187948757, 0.013635065360194477, 0.013485420476453019, 0.013673705659200022, 0.013707693949390408, 0.013457898272454484, 0.013678009500506086, 0.01365862478366072]
in run 19 result adjacency matrix was:
 [[ 0.          0.          0.         ...  0.          0.
   0.        ]
 [ 0.          0.          0.         ... 23.1887884  49.27649523
  26.60299292]
 [ 0.          0.          0.         ...  0.          0.
   0.        ]
 ...
 [ 0.          0.          0.         ...  0.          2.62984329
   4.88360985]
 [ 0.          0.          0.         ... 24.63016498  0.
  19.38829296]
 [ 0.          0.          0.         ...  8.74870916 39.05112484
   0.        ]] 
 result motif frequency matrix was:
 [[ 0.  0.  0. ...  0.  0.  0.]
 [ 0.  0.  0. ...  0.  0.  0.]
 [ 0.  0.  0. ...  0.  0.  0.]
 ...
 [ 0.  0.  0. ...  0.  5.  5.]
 [ 0.  0.  0. ... 11.  0. 11.]
 [ 0.  0.  0. ... 11. 11.  0.]]
gradient descent errors: [0.013530526227413409, 0.01365048666296643, 0.013662927994152078, 0.013481456431558545, 0.013723113990509047, 0.013635404529879883, 0.013485759018009195, 0.013674043571291525, 0.01370803123673438, 0.013458234933720921, 0.013678345540383736, 0.013658960200824652, 0.013530861026523868, 0.013650820842704596, 0.013663261559149853, 0.013481789380502382, 0.013723446328002953, 0.013635736254615623, 0.013486090134563119, 0.013674374078360868, 0.013708361138867965, 0.013458564229621288, 0.013678674234572266, 0.013659288292009275, 0.013531188519199119, 0.013651147735583258, 0.013663587856699794, 0.013482115081441714, 0.013723771436772525, 0.013636060769938946, 0.013486414060854645, 0.013674697414349221, 0.013708683888941184, 0.013458886392513265, 0.013678995814644884, 0.013659609288001657, 0.013531508935447127, 0.013651467570831166, 0.013663907115257726, 0.013482433762058847, 0.013724089543733735, 0.01363637830199852, 0.013486731022271827, 0.013675013803883288, 0.01370899971082642, 0.013459201645513825, 0.013679310502970363, 0.013659923410420919, 0.013531822496144864, 0.013651780568581304]
in run 20 result adjacency matrix was:
 [[ 0.          0.          0.         ...  0.          0.
   0.        ]
 [ 0.          0.          0.         ... 24.359137   51.74214042
  27.93022331]
 [ 0.          0.          0.         ...  0.          0.
   0.        ]
 ...
 [ 0.          0.          0.         ...  0.          2.7264569
   5.12196508]
 [ 0.          0.          0.         ... 25.81201737  0.
  20.28596227]
 [ 0.          0.          0.         ...  9.06799305 40.88987128
   0.        ]] 
 result motif frequency matrix was:
 [[ 0.  0.  0. ...  0.  0.  0.]
 [ 0.  0.  0. ...  0.  0.  0.]
 [ 0.  0.  0. ...  0.  0.  0.]
 ...
 [ 0.  0.  0. ...  0.  5.  5.]
 [ 0.  0.  0. ... 11.  0. 11.]
 [ 0.  0.  0. ... 11. 11.  0.]]
gradient descent errors: [0.013664219554220444, 0.01348274564101282, 0.013724400866814946, 0.013636689067990286, 0.01348704123528586, 0.013675323462707945, 0.013709308819549458, 0.013459510202928217, 0.013679618513139768, 0.013660230872143403, 0.013532129413460475, 0.013652086940292619, 0.01366452538434407, 0.013483050928356152, 0.01372470561537124, 0.013636993276571415, 0.013487344907862206, 0.013675626598096012, 0.013709611421696305, 0.013459812270655201, 0.013679920050371228, 0.01366053187770513, 0.013532429891254324, 0.013652386889148896, 0.01366482480814195, 0.013483349825930684, 0.013725003990579238, 0.01363729112825255, 0.013487642239851083, 0.013675923409236608, 0.013709907715801346, 0.013460108046573167, 0.013680215311893056, 0.013660826623683881, 0.013532724125458999, 0.013652680610436875, 0.013665118020261102, 0.013483642527742588, 0.01372529618581027, 0.013637582815768767, 0.013487933423357811, 0.013676214087604123, 0.013710197892713875, 0.013460397720905255, 0.013680504487308311, 0.013661115299060814, 0.013533012304440518, 0.01365296829190597, 0.013665405207839949, 0.013483929220318512]
in run 21 result adjacency matrix was:
 [[ 0.          0.          0.         ...  0.          0.
   0.        ]
 [ 0.          0.          0.         ... 25.52957166 54.20781993
  29.25751937]
 [ 0.          0.          0.         ...  0.          0.
   0.        ]
 ...
 [ 0.          0.          0.         ...  0.          2.82324183
   5.36038597]
 [ 0.          0.          0.         ... 26.99407345  0.
  21.18391803]
 [ 0.          0.          0.         ...  9.38748063 42.72878904
   0.        ]] 
 result motif frequency matrix was:
 [[ 0.  0.  0. ...  0.  0.  0.]
 [ 0.  0.  0. ...  0.  0.  0.]
 [ 0.  0.  0. ...  0.  0.  0.]
 ...
 [ 0.  0.  0. ...  0.  5.  5.]
 [ 0.  0.  0. ... 11.  0. 11.]
 [ 0.  0.  0. ... 11. 11.  0.]]
gradient descent errors: [0.013725582386984935, 0.013637868524433699, 0.013488218643094388, 0.013676498817307942, 0.013710482135946458, 0.01346068147656635, 0.013680787758939054, 0.013661398085565357, 0.013533294609340284, 0.013653250114109037, 0.013665686550847942, 0.01348421008304377, 0.0137258627729096, 0.013638148432474009, 0.013488498076712915, 0.013676777775425314, 0.013710760622005796, 0.01346095948949231, 0.013681065302155664, 0.013661675158001176, 0.013533571214400226, 0.013653526250725929, 0.013665962222407813, 0.013484485288483092, 0.013726137515595838, 0.013638422711347672, 0.013488771895122733, 0.013677051132315774, 0.013711033520707112, 0.013461231928952773, 0.013681337285687203, 0.013661946684556087, 0.013533842287272321, 0.01365379686887103, 0.013666232389101687, 0.01348475500268551, 0.013726406780564457, 0.013638691526046258, 0.013489040262791192, 0.01367731905192149, 0.013711300995472396, 0.013461498957848674, 0.013681603871918383, 0.013662212827097453, 0.013534107989310777, 0.01365406212938559, 0.013666497211262034, 0.013485019385474237, 0.013726670727133903, 0.013638955035382589]
in run 22 result adjacency matrix was:
 [[ 0.          0.          0.         ...  0.          0.
   0.        ]
 [ 0.          0.          0.         ... 26.70008478 56.67353077
  30.58487534]
 [ 0.          0.          0.         ...  0.          0.
   0.        ]
 ...
 [ 0.          0.          0.         ...  0.          2.92018458
   5.59886677]
 [ 0.          0.          0.         ... 28.17631619  0.
  22.08213635]
 [ 0.          0.          0.         ...  9.70715487 44.56786463
   0.        ]] 
 result motif frequency matrix was:
 [[ 0.  0.  0. ...  0.  0.  0.]
 [ 0.  0.  0. ...  0.  0.  0.]
 [ 0.  0.  0. ...  0.  0.  0.]
 ...
 [ 0.  0.  0. ...  0.  5.  5.]
 [ 0.  0.  0. ... 11.  0. 11.]
 [ 0.  0.  0. ... 11. 11.  0.]]
gradient descent errors: [0.013489303338029723, 0.013677581692052248, 0.013711563203613603, 0.013461760732994028, 0.01368186521716933, 0.013662473741451141, 0.01353436847585204, 0.013654322187115321, 0.013666756843248152, 0.013485278590721305, 0.01372692950869333, 0.013639213392262596, 0.013489561273265668, 0.013677839204655406, 0.013711820296602936, 0.013462017405384729, 0.013682121471964112, 0.013662729577668776, 0.01353462389647908, 0.013654577191173963, 0.013667011433708964, 0.013485532766610114, 0.013727183272965097, 0.013639466743946393, 0.013489814215300303, 0.013678091736074005, 0.013712072420328649, 0.01346226912045387, 0.013682372781284384, 0.013662980480279772, 0.01353487439527337, 0.013654827285194534, 0.013667261125832894, 0.013485782055883907, 0.013727432162250542, 0.013639715232293447, 0.013490062305555552, 0.013678339427290733, 0.013712319715338647, 0.013462516018313565, 0.013682619284810765, 0.013663226588532805, 0.013535120111054906, 0.013655072607567783, 0.01366750605758539, 0.013486026596082038, 0.013727676313667038, 0.013639958993998008, 0.01349030568030661, 0.013678582414161191]
in run 23 result adjacency matrix was:
 [[ 0.          0.          0.         ...  0.          0.
   0.        ]
 [ 0.          0.          0.         ... 27.87066971 59.13927031
  31.91228619]
 [ 0.          0.          0.         ...  0.          0.
   0.        ]
 ...
 [ 0.          0.          0.         ...  0.          3.01727317
   5.83740246]
 [ 0.          0.          0.         ... 29.3587306   0.
  22.98059621]
 [ 0.          0.          0.         ... 10.02700078 46.40708606
   0.        ]] 
 result motif frequency matrix was:
 [[ 0.  0.  0. ...  0.  0.  0.]
 [ 0.  0.  0. ...  0.  0.  0.]
 [ 0.  0.  0. ...  0.  0.  0.]
 ...
 [ 0.  0.  0. ...  0.  5.  5.]
 [ 0.  0.  0. ... 11.  0. 11.]
 [ 0.  0.  0. ... 11. 11.  0.]]
gradient descent errors: [0.01371256231707212, 0.013462758233986915, 0.01368286111715301, 0.013663468036623794, 0.013535361177609678, 0.013655313291669413, 0.013667746361934793, 0.013486266519765323, 0.013727915859371156, 0.013640198160812526, 0.01349054447090444, 0.013678820827634842, 0.013712800356080853, 0.013462995897626315, 0.013683098408068507, 0.013663704953914191, 0.013535597723907014, 0.013655549466075459, 0.013667982167067801, 0.013486501954730423, 0.013728150926773021, 0.0136404328597595, 0.013490778803987588, 0.013679054793965766, 0.013713033958237598, 0.013463229134722941, 0.013683331282670248, 0.01366393746513834, 0.013535829874305206, 0.013655781254768306, 0.013668213596593735, 0.013486733024213179, 0.01372838163873838, 0.013640663213333766, 0.013491008801683853, 0.013679284434913442, 0.013713263244936718, 0.013463458066306187, 0.013683559861624875, 0.013664165690599995, 0.013536057748748576, 0.013656008777331826, 0.013668440769739724, 0.013486959847083108, 0.01372860811378178, 0.013640889339695286, 0.013491234581800779, 0.013679509867933067, 0.013713488333284228, 0.013463682809131843]
in run 24 result adjacency matrix was:
 [[ 0.          0.          0.         ...  0.          0.
   0.        ]
 [ 0.          0.          0.         ... 29.04132062 61.60503624
  33.2397475 ]
 [ 0.          0.          0.         ...  0.          0.
   0.        ]
 ...
 [ 0.          0.          0.         ...  0.          3.11449695
   6.0759886 ]
 [ 0.          0.          0.         ... 30.54130344  0.
  23.879279  ]
 [ 0.          0.          0.         ... 10.34700512 48.24644266
   0.        ]] 
 result motif frequency matrix was:
 [[ 0.  0.  0. ...  0.  0.  0.]
 [ 0.  0.  0. ...  0.  0.  0.]
 [ 0.  0.  0. ...  0.  0.  0.]
 ...
 [ 0.  0.  0. ...  0.  5.  5.]
 [ 0.  0.  0. ... 11.  0. 11.]
 [ 0.  0.  0. ... 11. 11.  0.]]
gradient descent errors: [0.013683784261341439, 0.013664389746360691, 0.013536281462953976, 0.013656232149138097, 0.013668663801535617, 0.013487182538027467, 0.01372883046625137, 0.013641111352851827, 0.01349145625800902, 0.013679731206357718, 0.013713709336278202, 0.013463903475862692, 0.013684004594150354, 0.013664609744417947, 0.013536501128589081, 0.013656451481524374, 0.0136688828029909, 0.013487401207727548, 0.013729048806502876, 0.013641329362833405, 0.013491673940015604, 0.013679948559570831, 0.013713926362981441, 0.013464120175240351, 0.013684220968474804, 0.013664825792875967, 0.01353671685344207, 0.013656666881961751, 0.013669097881262726, 0.013487615963026296, 0.013729263241067389, 0.013641543475858645, 0.013491887733729854, 0.013680162033171584, 0.01371413951868578, 0.013464333012248702, 0.013684433488993189, 0.013665037996107743, 0.013536928741582367, 0.013656878454216372, 0.013669309139816399, 0.013487826907087374, 0.013729473872809681, 0.013641753794493509, 0.013492097741420246, 0.013680371729131583, 0.013714348905067881, 0.01346454208826947, 0.013684642256794726, 0.013665246454909089]
in run 25 result adjacency matrix was:
 [[ 0.          0.          0.         ...  0.          0.
   0.        ]
 [ 0.          0.          0.         ... 30.21203236 64.07082652
  34.56725535]
 [ 0.          0.          0.         ...  0.          0.
   0.        ]
 ...
 [ 0.          0.          0.         ...  0.          3.21184635
   6.31462128]
 [ 0.          0.          0.         ... 31.72402292  0.
  24.77816818]
 [ 0.          0.          0.         ... 10.6671561  50.0859249
   0.        ]] 
 result motif frequency matrix was:
 [[ 0.  0.  0. ...  0.  0.  0.]
 [ 0.  0.  0. ...  0.  0.  0.]
 [ 0.  0.  0. ...  0.  0.  0.]
 ...
 [ 0.  0.  0. ...  0.  5.  5.]
 [ 0.  0.  0. ... 11.  0. 11.]
 [ 0.  0.  0. ... 11. 11.  0.]]
gradient descent errors: [0.013537136893515435, 0.013657086298502845, 0.013669516678577437, 0.013488034139547543, 0.013729680801080103, 0.013641960417800872, 0.013492304061865626, 0.013680577745944337, 0.013714554620338907, 0.01346474750123062, 0.01368484736952684, 0.013665451266646542, 0.013537341406328986, 0.013657290511629498, 0.013669720594078043, 0.013488237756661508, 0.01372988412185849, 0.013642163441485545, 0.013492506790497781, 0.013680780178768337, 0.013714756759386122, 0.013464949345748035, 0.013685048921536056, 0.013665652525397165, 0.013537542373832817, 0.01365749118713859, 0.013669920979594635, 0.013488437851440086, 0.013730083927891712, 0.013642362958030538, 0.013492706019537629, 0.013680979119562462, 0.013714955413908547, 0.013465147713260286, 0.013685247004002761, 0.01366585032208253, 0.013537739886692131, 0.013657688415438147, 0.013670117925280887, 0.013488634513781688, 0.013730280308825588, 0.013642559056827921, 0.013492901838126311, 0.013681174657216202, 0.013715150672545829, 0.01346534269215718, 0.013685441705069109, 0.013666044744596392, 0.013537934032554457, 0.013657882283929735]
in run 26 result adjacency matrix was:
 [[ 0.          0.          0.         ...  0.          0.
   0.        ]
 [ 0.          0.          0.         ... 31.38280035 66.53663934
  35.89480628]
 [ 0.          0.          0.         ...  0.          0.
   0.        ]
 ...
 [ 0.          0.          0.         ...  0.          3.30931281
   6.55329704]
 [ 0.          0.          0.         ... 32.90687854  0.
  25.67724899]
 [ 0.          0.          0.         ... 10.98744322 51.92552419
   0.        ]] 
 result motif frequency matrix was:
 [[ 0.  0.  0. ...  0.  0.  0.]
 [ 0.  0.  0. ...  0.  0.  0.]
 [ 0.  0.  0. ...  0.  0.  0.]
 ...
 [ 0.  0.  0. ...  0.  5.  5.]
 [ 0.  0.  0. ... 11.  0. 11.]
 [ 0.  0.  0. ... 11. 11.  0.]]
gradient descent errors: [0.013670311518293274, 0.013488827830598118, 0.013730473351328872, 0.013642751824303656, 0.013493094332448398, 0.01368136687767236, 0.013715342621001476, 0.013465534367902536, 0.013685633109960708, 0.013666235877926628, 0.013538124896171238, 0.013658072877127763, 0.013670501842912004, 0.01348901788593425, 0.013730663139213516, 0.01364294134403577, 0.013493283585850849, 0.013681555864046253, 0.013715531342160917, 0.01346572282315101, 0.013685821301103863, 0.013666423804270529, 0.013538312559513172, 0.013658260276775566, 0.013670688980654938, 0.01348920476108267, 0.013730849753548097, 0.013643127696869302, 0.013493469678955643, 0.013681741696737127, 0.013715716916202452, 0.013465908137860026, 0.013686006358236783, 0.013666608603146469, 0.013538497101880409, 0.013658444561955621, 0.013670873010387862, 0.013489388534692177, 0.013731033272766757, 0.013643310961022307, 0.013493652689767736, 0.01368192445353604, 0.013715899420704902, 0.013466090389395892, 0.013686188358515141, 0.01366679035149917, 0.013538678600008538, 0.013658625809193454, 0.013671054008428957, 0.013489569282872375]
in run 27 result adjacency matrix was:
 [[ 0.          0.          0.         ...  0.          0.
   0.        ]
 [ 0.          0.          0.         ... 32.55362054 69.00247308
  37.22239718]
 [ 0.          0.          0.         ...  0.          0.
   0.        ]
 ...
 [ 0.          0.          0.         ...  0.          3.40688861
   6.79201278]
 [ 0.          0.          0.         ... 34.08986086  0.
  26.5765082 ]
 [ 0.          0.          0.         ... 11.30785705 53.76523283
   0.        ]] 
 result motif frequency matrix was:
 [[ 0.  0.  0. ...  0.  0.  0.]
 [ 0.  0.  0. ...  0.  0.  0.]
 [ 0.  0.  0. ...  0.  0.  0.]
 ...
 [ 0.  0.  0. ...  0.  5.  5.]
 [ 0.  0.  0. ... 11.  0. 11.]
 [ 0.  0.  0. ... 11. 11.  0.]]
gradient descent errors: [0.013731213772772106, 0.013643491212191121, 0.013493832693778218, 0.013682104209728619, 0.013716078930750069, 0.013466269652636458, 0.013686367376613783, 0.013666969123800648, 0.013538857128168555, 0.013658804092558641, 0.013671232048647411, 0.013489747079292909, 0.013731391327035306, 0.013643668523648038, 0.013494009764061994, 0.013682281038192357, 0.013716255519019758, 0.01346644600006672, 0.013686543484823743, 0.01366714499214715, 0.013539032758263085, 0.013658979483760186, 0.01367140720256027, 0.013489921995278362, 0.013731566006690413, 0.013643842966335612, 0.013494183971372416, 0.013682455009490403, 0.013716429255888497, 0.013466619501873459, 0.013686716753144236, 0.013667318026350366, 0.013539205559918072, 0.013659152052238019, 0.013671579539423008, 0.013490094099898839, 0.01373173788062389, 0.013644014608957037, 0.013494355384230062, 0.013682626191961063, 0.01371660020951385, 0.013466790226032052, 0.013686887249370974, 0.013667488294025941, 0.013539375600570702, 0.01365932186525, 0.01367174912631586, 0.013490263460056988, 0.01373190701556195, 0.013644183518061577]
in run 28 result adjacency matrix was:
 [[ 0.          0.          0.         ...  0.          0.
   0.        ]
 [ 0.          0.          0.         ... 33.72448926 71.46832628
  38.55002529]
 [ 0.          0.          0.         ...  0.          0.
   0.        ]
 ...
 [ 0.          0.          0.         ...  0.          3.50456676
   7.03076572]
 [ 0.          0.          0.         ... 35.27296142  0.
  27.47593389]
 [ 0.          0.          0.         ... 11.6283891  55.6050438
   0.        ]] 
 result motif frequency matrix was:
 [[ 0.  0.  0. ...  0.  0.  0.]
 [ 0.  0.  0. ...  0.  0.  0.]
 [ 0.  0.  0. ...  0.  0.  0.]
 ...
 [ 0.  0.  0. ...  0.  5.  5.]
 [ 0.  0.  0. ... 11.  0. 11.]
 [ 0.  0.  0. ... 11. 11.  0.]]
gradient descent errors: [0.013494524069009077, 0.013682794651802919, 0.013716768445920041, 0.013466958238392723, 0.013687055039181151, 0.013667655860677684, 0.01353954294555232, 0.013659488987955565, 0.013671916028227345, 0.013490430140570274, 0.013732073476152615, 0.013644349758127033, 0.013494690090018753, 0.013682960453156253, 0.013716934029079706, 0.013467123602760431, 0.013687220186213055, 0.013667820789777114, 0.013539707658169513, 0.013659653483495404, 0.013672080308133825, 0.013490594204250403, 0.013732237325043976, 0.013644513391638545, 0.01349485350958165, 0.013683123658181215, 0.013717097020992105, 0.01346728638097239, 0.013687382752143993, 0.013667983142841143, 0.013539869799779693, 0.013659815413067947, 0.013672242027075602, 0.013490755711979177, 0.013732398622960804, 0.013644674479162957, 0.013495014388108604, 0.013683284327132235, 0.01371725748175616, 0.013467446632972674, 0.013687542796763538, 0.013668142979505108, 0.013540029429865165, 0.013659974836001502, 0.01367240124422866, 0.013490914722780198, 0.013732557428775308, 0.013644833079421164, 0.013495172784170407, 0.013683442518429283]
in run 29 result adjacency matrix was:
 [[ 0.          0.          0.         ...  0.          0.
   0.        ]
 [ 0.          0.          0.         ... 34.89540324 73.93419765
  39.8776881 ]
 [ 0.          0.          0.         ...  0.          0.
   0.        ]
 ...
 [ 0.          0.          0.         ...  0.          3.6023409
   7.26955336]
 [ 0.          0.          0.         ... 36.45617255  0.
  28.37551529]
 [ 0.          0.          0.         ... 11.94903174 57.44495078
   0.        ]] 
 result motif frequency matrix was:
 [[ 0.  0.  0. ...  0.  0.  0.]
 [ 0.  0.  0. ...  0.  0.  0.]
 [ 0.  0.  0. ...  0.  0.  0.]
 ...
 [ 0.  0.  0. ...  0.  5.  5.]
 [ 0.  0.  0. ... 11.  0. 11.]
 [ 0.  0.  0. ... 11. 11.  0.]]
gradient descent errors: [0.013717415469642861, 0.013467604416882332, 0.013687700378044553, 0.013668300357592736, 0.013540186606102057, 0.013660131809824805, 0.013672558016975226, 0.013491071293888799, 0.0137327137995773, 0.013644989249356951, 0.013495328754565794, 0.013683598288726504, 0.013717571041161851, 0.013467759789067005, 0.01368785555220983, 0.013668455333183697, 0.013540341384428072, 0.013660286390333027, 0.013672712400969421, 0.013491225480817687, 0.013732867790739137, 0.013645143044202328, 0.013495482354387469, 0.013683751692976505, 0.01371772425112763, 0.013467912804202547, 0.013688008373797042, 0.01366860796067822, 0.013540493819106545, 0.013660438631652448, 0.0136728644502014, 0.013491377337420778, 0.013733019455979552, 0.013645294517540393, 0.013495633637084165, 0.01368390278449383, 0.013717875152721205, 0.013468063515336175, 0.013688158895720942, 0.013668758292857594, 0.013540643962786869, 0.013660588586300626, 0.013673014217057518, 0.01349152691595334, 0.013733168847423597, 0.013645443721365877, 0.013495782654521223, 0.013684051615014082, 0.013718023797549597, 0.013468211973945661]
in run 30 result adjacency matrix was:
 [[ 0.          0.          0.         ...  0.          0.
   0.        ]
 [ 0.          0.          0.         ... 36.06635952 76.400086
  41.20538336]
 [ 0.          0.          0.         ...  0.          0.
   0.        ]
 ...
 [ 0.          0.          0.         ...  0.          3.70020527
   7.50837346]
 [ 0.          0.          0.         ... 37.63948733  0.
  29.27524267]
 [ 0.          0.          0.         ... 12.26977801 59.28494799
   0.        ]] 
 result motif frequency matrix was:
 [[ 0.  0.  0. ...  0.  0.  0.]
 [ 0.  0.  0. ...  0.  0.  0.]
 [ 0.  0.  0. ...  0.  0.  0.]
 ...
 [ 0.  0.  0. ...  0.  5.  5.]
 [ 0.  0.  0. ... 11.  0. 11.]
 [ 0.  0.  0. ... 11. 11.  0.]]
gradient descent errors: [0.013688307169331634, 0.01366890638094438, 0.01354079186656463, 0.013660736305245391, 0.013673161752379606, 0.01349167426713039, 0.013733316015661013, 0.013645590706142827, 0.013495929457037778, 0.013684198234751222, 0.01371817023570275, 0.01346835822999704, 0.013688453244472156, 0.013669052274657565, 0.01354093758003619, 0.013660881837960971, 0.01367330710552001, 0.013491819440182592, 0.013733461009800878, 0.01364573552085902, 0.013496074093501698, 0.01368434269245284, 0.013718314515808598, 0.013468502331998759, 0.013688597169531398, 0.013669196022267334, 0.013541081151353999, 0.01366102523248122, 0.013673450324395096, 0.0134919624829085, 0.013733603877525787, 0.01364587821308023, 0.013496216611362515, 0.013684485035452155, 0.013718456685085182, 0.013468644327053024, 0.013688738991497479, 0.013669337670647414, 0.013541222627277309, 0.013661166535451238, 0.013673591455536893, 0.013492103441727054, 0.013733744665141408, 0.01364601882899949, 0.013496357056701465, 0.013684625309718451, 0.013718596789390677, 0.013468784260906889, 0.013688878756006825, 0.013669477265322715]
in run 31 result adjacency matrix was:
 [[ 0.          0.          0.         ...  0.          0.
   0.        ]
 [ 0.          0.          0.         ... 37.23735544 78.86599027
  42.53310904]
 [ 0.          0.          0.         ...  0.          0.
   0.        ]
 ...
 [ 0.          0.          0.         ...  0.          3.7981546
   7.74722397]
 [ 0.          0.          0.         ... 38.82289944  0.
  30.17510716]
 [ 0.          0.          0.         ... 12.59062163 61.12503015
   0.        ]] 
 result motif frequency matrix was:
 [[ 0.  0.  0. ...  0.  0.  0.]
 [ 0.  0.  0. ...  0.  0.  0.]
 [ 0.  0.  0. ...  0.  0.  0.]
 ...
 [ 0.  0.  0. ...  0.  5.  5.]
 [ 0.  0.  0. ... 11.  0. 11.]
 [ 0.  0.  0. ... 11. 11.  0.]]
gradient descent errors: [0.013541362053221647, 0.013661305792176667, 0.0136737305441419, 0.013492242361725018, 0.013733883417626677, 0.013646157413486704, 0.013496495474280463, 0.013684763559905683, 0.013718734873271443, 0.013468922177998997, 0.013689016507391549, 0.013669614850519221, 0.013541499473306802, 0.013661443046670904, 0.01367386763411805, 0.013492379286704928, 0.013734020178679009, 0.013646294010134603, 0.013496631907588354, 0.013684899829398085, 0.013718870980008444, 0.013469058121506705, 0.01368915228872611, 0.013669750469207799, 0.01354163493040174, 0.013661578341700495, 0.013674002768130206, 0.013492514259229867, 0.013734154990760096, 0.013646428661303625, 0.013496766398884717, 0.013685034160354709, 0.0137190051516612, 0.013469192133389395, 0.013689286141870309, 0.013669884163149279, 0.013541768466167628, 0.01366171171882804, 0.013674135987642708, 0.013492647320665555, 0.013734287895138874, 0.013646561408164545, 0.013496898989243805, 0.013685166593752579, 0.013719137429109572, 0.013469324254430641, 0.013689418107512159, 0.013670015972935051, 0.013541900121101276, 0.013661843218454301]
in run 32 result adjacency matrix was:
 [[ 0.          0.          0.         ...  0.          0.
   0.        ]
 [ 0.          0.          0.         ... 38.40838855 81.33190949
  43.86086327]
 [ 0.          0.          0.         ...  0.          0.
   0.        ]
 ...
 [ 0.          0.          0.         ...  0.          3.89618406
   7.98610304]
 [ 0.          0.          0.         ... 40.00640314  0.
  31.07510068]
 [ 0.          0.          0.         ... 12.91155683 62.96519244
   0.        ]] 
 result motif frequency matrix was:
 [[ 0.  0.  0. ...  0.  0.  0.]
 [ 0.  0.  0. ...  0.  0.  0.]
 [ 0.  0.  0. ...  0.  0.  0.]
 ...
 [ 0.  0.  0. ...  0.  5.  5.]
 [ 0.  0.  0. ... 11.  0. 11.]
 [ 0.  0.  0. ... 11. 11.  0.]]
gradient descent errors: [0.01367426733296189, 0.01349277851122356, 0.013734418931931967, 0.01364669229074014, 0.01349702971859417, 0.013685297169426612, 0.013719267852095793, 0.013469454524278647, 0.013689548225207088, 0.013670145938028176, 0.013542029934573518, 0.013661972879858429, 0.013674396843274969, 0.01349290786999937, 0.013734548140144017, 0.013646821347943504, 0.013497158625758926, 0.013685425926109027, 0.013719396459261742, 0.01346958298148599, 0.013689676533418295, 0.013670274096801955, 0.013542157944868889, 0.013662100741235155, 0.013674524556688489, 0.013493035435011156, 0.01373467555770532, 0.013646948617617208, 0.01349728574849285, 0.013685552901466773, 0.013719523288188247, 0.01346970966354593, 0.013689803069552451, 0.013670400486576558, 0.013542284189221519, 0.013662226839733062, 0.01367465051026562, 0.013493161243235987, 0.013734801221508452, 0.013647074136568292, 0.013497411123518741, 0.01368567813213849, 0.013719648375428939, 0.013469834606928233, 0.013689927869996135, 0.013670525143655255, 0.013542408703851382, 0.013662351211488935, 0.013674774740060501, 0.013493285330645631]
in run 33 result adjacency matrix was:
 [[ 0.          0.          0.         ...  0.          0.
   0.        ]
 [ 0.          0.          0.         ... 39.57945665 83.79784278
  45.18864438]
 [ 0.          0.          0.         ...  0.          0.
   0.        ]
 ...
 [ 0.          0.          0.         ...  0.          3.99428923
   8.22500897]
 [ 0.          0.          0.         ... 41.18999318  0.
  31.97521584]
 [ 0.          0.          0.         ... 13.23257837 64.80543045
   0.        ]] 
 result motif frequency matrix was:
 [[ 0.  0.  0. ...  0.  0.  0.]
 [ 0.  0.  0. ...  0.  0.  0.]
 [ 0.  0.  0. ...  0.  0.  0.]
 ...
 [ 0.  0.  0. ...  0.  5.  5.]
 [ 0.  0.  0. ... 11.  0. 11.]
 [ 0.  0.  0. ... 11. 11.  0.]]
gradient descent errors: [0.01373492516744248, 0.01364719794060391, 0.013497534786562052, 0.013685801653767864, 0.013719771756547004, 0.01346995784711462, 0.013690050970150204, 0.013670648103357575, 0.013542531523998036, 0.01366247389166187, 0.01367489728115231, 0.013493407732239417, 0.013735047430427754, 0.013647320064564792, 0.013497656772384535, 0.013685923501037383, 0.013719893466146542, 0.013470079418630513, 0.013690172404462044, 0.013670769400053103, 0.01354265268395357, 0.013662594914466279, 0.013675018167678308, 0.013493528482077442, 0.013735168044447334, 0.013647440542357203, 0.013497777114816284, 0.013686043707700908, 0.013720013537905126, 0.013470199355077659, 0.013690292206457984, 0.013670889067192464, 0.013542772217093473, 0.01366271431320211, 0.013675137432864599, 0.01349364761331055, 0.013735287042578113, 0.013647559406983591, 0.013497895846786194, 0.01368616230661324, 0.01372013200460457, 0.013470317689164237, 0.013690410408773388, 0.013671007137337848, 0.013542890155907284, 0.01366283212028682, 0.013675255109055663, 0.013493765158211051, 0.01373540445702111, 0.013647676690573122]
in run 34 result adjacency matrix was:
 [[ 0.          0.          0.         ...  0.          0.
   0.        ]
 [ 0.          0.          0.         ... 40.75055771 86.26378933
  46.5164508 ]
 [ 0.          0.          0.         ...  0.          0.
   0.        ]
 ...
 [ 0.          0.          0.         ...  0.          4.09246604
   8.46394023]
 [ 0.          0.          0.         ... 42.37366474  0.
  32.87544586]
 [ 0.          0.          0.         ... 13.55368143 66.64574009
   0.        ]] 
 result motif frequency matrix was:
 [[ 0.  0.  0. ...  0.  0.  0.]
 [ 0.  0.  0. ...  0.  0.  0.]
 [ 0.  0.  0. ...  0.  0.  0.]
 ...
 [ 0.  0.  0. ...  0.  5.  5.]
 [ 0.  0.  0. ... 11.  0. 11.]
 [ 0.  0.  0. ... 11. 11.  0.]]
gradient descent errors: [0.01349801300035194, 0.013686279329760399, 0.013720248898160025, 0.013470434452734208, 0.013690527043181642, 0.013671123642191942, 0.013543006532027809, 0.013662948367282593, 0.01367537122774396, 0.013493881148202106, 0.013735520319129144, 0.013647792424409323, 0.013498128606727722, 0.013686394808287877, 0.013720364249647853, 0.01347054967679577, 0.013690642140622506, 0.01367123861262624, 0.013543121376258302, 0.013663063084924557, 0.013675485819597495, 0.013493995613883399, 0.013735634659435485, 0.013647906638957822, 0.01349824269631275, 0.013686508772527951, 0.01372047808933431, 0.01347066339154782, 0.013690755731228892, 0.01367135207870719, 0.013543234718600092, 0.013663176303148322, 0.013675598914486357, 0.013494108585059679, 0.013735747507679618, 0.01364801936389307, 0.01349835529871689, 0.013686621252025237, 0.013720590446699552, 0.013470775626406558, 0.013690867844353118, 0.013671464069723593, 0.013543346588277643, 0.013663288051114586, 0.01367571054150813, 0.013494220090765341, 0.013735858892832799, 0.013648130628123492, 0.013498466442785866, 0.013686732275563081]
in run 35 result adjacency matrix was:
 [[ 0.          0.          0.         ...  0.          0.
   0.        ]
 [ 0.          0.          0.         ... 41.92168988 88.72974839
  47.84428114]
 [ 0.          0.          0.         ...  0.          0.
   0.        ]
 ...
 [ 0.          0.          0.         ...  0.          4.19071073
   8.7028954 ]
 [ 0.          0.          0.         ... 43.5574134   0.
  33.77578454]
 [ 0.          0.          0.         ... 13.87486159 68.48611761
   0.        ]] 
 result motif frequency matrix was:
 [[ 0.  0.  0. ...  0.  0.  0.]
 [ 0.  0.  0. ...  0.  0.  0.]
 [ 0.  0.  0. ...  0.  0.  0.]
 ...
 [ 0.  0.  0. ...  0.  5.  5.]
 [ 0.  0.  0. ... 11.  0. 11.]
 [ 0.  0.  0. ... 11. 11.  0.]]
gradient descent errors: [0.013720701350464659, 0.013470886410030632, 0.013690978508591885, 0.01367157461420949, 0.013543457013763957, 0.013663398357234818, 0.013675820729012468, 0.013494330159288841, 0.013735968843123017, 0.013648240459815877, 0.01349857615662558, 0.013686841871186736, 0.013720810828614894, 0.01347099577034479, 0.01369108775180985, 0.013671683739969985, 0.013543566022804288, 0.013663507249194436, 0.013675929504626252, 0.013494438818196852, 0.01373607738605775, 0.013648348886418808, 0.013498684467626185, 0.013686950066227437, 0.013720918908422908, 0.013471103734563238, 0.013691195601163716, 0.01367179147410314, 0.013543673642439032, 0.013663614753975815, 0.013676036895274026, 0.013494546094356994, 0.013736184548447569, 0.013648455934685307, 0.013498791402484053, 0.01368705688732463, 0.013721025616471691, 0.013471210329212526, 0.01369130208312312, 0.013671897843022623, 0.013543779899025719, 0.013663720897880914, 0.013676142927202024, 0.013494652013959843, 0.013736290356427606, 0.013648561630695076, 0.01349889698722367, 0.013687162360447737, 0.013721130978675618, 0.013471315580152217]
in run 36 result adjacency matrix was:
 [[ 0.          0.          0.         ...  0.          0.
   0.        ]
 [ 0.          0.          0.         ... 43.09285147 91.1957193
  49.17213409]
 [ 0.          0.          0.         ...  0.          0.
   0.        ]
 ...
 [ 0.          0.          0.         ...  0.          4.28901985
   8.94187318]
 [ 0.          0.          0.         ... 44.74123509  0.
  34.67622613]
 [ 0.          0.          0.         ... 14.19611477 70.32655956
   0.        ]] 
 result motif frequency matrix was:
 [[ 0.  0.  0. ...  0.  0.  0.]
 [ 0.  0.  0. ...  0.  0.  0.]
 [ 0.  0.  0. ...  0.  0.  0.]
 ...
 [ 0.  0.  0. ...  0.  5.  5.]
 [ 0.  0.  0. ... 11.  0. 11.]
 [ 0.  0.  0. ... 11. 11.  0.]]
gradient descent errors: [0.013691407223493487, 0.01367200287247927, 0.013543884818261296, 0.013663825706551646, 0.013676247625998533, 0.013494756602539336, 0.013736394835478305, 0.013648665999874911, 0.013499001247218555, 0.01368726651091657, 0.01372123502030201, 0.013471419512595862, 0.013691511047435703, 0.01367210658758057, 0.013543988425200926, 0.013663929204991074, 0.013676351016614382, 0.013494859884993939, 0.013736498010445864, 0.013648769067019277, 0.013499104207211336, 0.013687369363422205, 0.01372133776599006, 0.013471522151131718, 0.01369161357948657, 0.01367220901281275, 0.013544090744279235, 0.013664031417582817, 0.013676453123382205, 0.013494961885605972, 0.013736599905562507, 0.01364887085630947, 0.013499205891333185, 0.013687470942045619, 0.01372143923977101, 0.013471623519740593, 0.013691714843577622, 0.013672310172057275, 0.01354419179932905, 0.013664132368109849, 0.013676553970036223, 0.013495062628060153, 0.01373670054446405, 0.013648971391332233, 0.013499306323122634, 0.013687571270276422, 0.013721539465086391, 0.01347172364181615, 0.013691814863054123, 0.013672410088611177]
in run 37 result adjacency matrix was:
 [[ 0.          0.          0.         ...  0.          0.
   0.        ]
 [ 0.          0.          0.         ... 44.2640409  93.66170142
  50.50000845]
 [ 0.          0.          0.         ...  0.          0.
   0.        ]
 ...
 [ 0.          0.          0.         ...  0.          4.38739017
   9.18087238]
 [ 0.          0.          0.         ... 45.92512605  0.
  35.57676535]
 [ 0.          0.          0.         ... 14.51743723 72.16706272
   0.        ]] 
 result motif frequency matrix was:
 [[ 0.  0.  0. ...  0.  0.  0.]
 [ 0.  0.  0. ...  0.  0.  0.]
 [ 0.  0.  0. ...  0.  0.  0.]
 ...
 [ 0.  0.  0. ...  0.  5.  5.]
 [ 0.  0.  0. ... 11.  0. 11.]
 [ 0.  0.  0. ... 11. 11.  0.]]
gradient descent errors: [0.013544291613598946, 0.013664232079773572, 0.01367665357973002, 0.013495162135462107, 0.013736799950209037, 0.013649070695098912, 0.013499405525543674, 0.013687670371031514, 0.013721638464805865, 0.013471822540180554, 0.013691913660691687, 0.013672508785203529, 0.013544390209772392, 0.01366433057520992, 0.01367675197505371, 0.013495260430356093, 0.01373689814529543, 0.013649168790061651, 0.013499503521002706, 0.013687768266671355, 0.013721736261244634, 0.013471920237103844, 0.0136920112587153, 0.013672606284013787, 0.013544487609983197, 0.013664427876508345, 0.013676849178051835, 0.013495357534741704, 0.013736995151678118, 0.01364926569813048, 0.01349960033136531, 0.013687864979017774, 0.013721832876180194, 0.013472016754318998, 0.013692107678813995, 0.013672702606687206, 0.013544583835833077, 0.013664524005226709, 0.013676945210238505, 0.01349545347008954, 0.013737090990785118, 0.013649361440690065, 0.013499695977973574, 0.01368796052936865, 0.013721928330868077, 0.013472112113038979, 0.01369220294215812, 0.013672797774351281, 0.01354467890840726, 0.013664618982407865]
in run 38 result adjacency matrix was:
 [[ 0.          0.          0.         ...  0.          0.
   0.        ]
 [ 0.          0.          0.         ... 45.43525674 96.12769417
  51.82790312]
 [ 0.          0.          0.         ...  0.          0.
   0.        ]
 ...
 [ 0.          0.          0.         ...  0.          4.48581873
   9.41989188]
 [ 0.          0.          0.         ... 47.1090828   0.
  36.4773973 ]
 [ 0.          0.          0.         ... 14.83882548 74.00762411
   0.        ]] 
 result motif frequency matrix was:
 [[ 0.  0.  0. ...  0.  0.  0.]
 [ 0.  0.  0. ...  0.  0.  0.]
 [ 0.  0.  0. ...  0.  0.  0.]
 ...
 [ 0.  0.  0. ...  0.  5.  5.]
 [ 0.  0.  0. ... 11.  0. 11.]
 [ 0.  0.  0. ... 11. 11.  0.]]
gradient descent errors: [0.013677040092614503, 0.013495548257358268, 0.01373718568353269, 0.013649456038614808, 0.013499790481659566, 0.013688054938515173, 0.013722022646057725, 0.01347220633397134, 0.013692297069413766, 0.01367289180763098, 0.013544772848289763, 0.013664712828594366, 0.013677133845681979, 0.013495641917008541, 0.013737279250340937, 0.013649549512283794, 0.013499883862762508, 0.013688148226755577, 0.013722115842006917, 0.013472299437333806, 0.013692390080758832, 0.013672984726663626, 0.013544865675577857, 0.013664805563843599, 0.013677226489458147, 0.01349573446901828, 0.013737371711148126, 0.01364964188159588, 0.013499976141142022, 0.01368824041391003, 0.013722207938496859, 0.013472391442868112, 0.013692481995895962, 0.013673076551113376, 0.013544957409896767, 0.013664897207741954, 0.013677318043491177, 0.013495825932896907, 0.013737463085425632, 0.01364973316598372, 0.013500067336191763, 0.013688331519334487, 0.01372229895484565, 0.01347248236985424, 0.013692572834067582, 0.013673167300184181, 0.013545048070413198, 0.013664987779418493, 0.013677408526872523, 0.01349591632769826]
in run 39 result adjacency matrix was:
 [[ 0.          0.          0.         ...  0.          0.
   0.        ]
 [ 0.          0.          0.         ... 46.60649765 98.59369702
  53.15581708]
 [ 0.          0.          0.         ...  0.          0.
   0.        ]
 ...
 [ 0.          0.          0.         ...  0.          4.58430276
   9.65893068]
 [ 0.          0.          0.         ... 48.29310212  0.
  37.37811746]
 [ 0.          0.          0.         ... 15.1602763  75.84824098
   0.        ]] 
 result motif frequency matrix was:
 [[ 0.  0.  0. ...  0.  0.  0.]
 [ 0.  0.  0. ...  0.  0.  0.]
 [ 0.  0.  0. ...  0.  0.  0.]
 ...
 [ 0.  0.  0. ...  0.  5.  5.]
 [ 0.  0.  0. ... 11.  0. 11.]
 [ 0.  0.  0. ... 11. 11.  0.]]
gradient descent errors: [0.013737553392189945, 0.013649823384427127, 0.013500157466855008, 0.013688421561934413, 0.013722388909921442, 0.013472572237123618, 0.01369266261406832, 0.013673256992634289, 0.013545137675848683, 0.013665077297558392, 0.013677497958250654, 0.013496005672034503, 0.013737642650016984, 0.01364991255546498, 0.01350024655163494, 0.013688510560177296, 0.013722477822156588, 0.01347266106307233, 0.01369275135425858, 0.01367334564678821, 0.013545226244492382, 0.013665165780414735, 0.01367758635584416, 0.013496093984088936, 0.013737730877054733, 0.013650000697210429, 0.013500334608609447, 0.013688598532105531, 0.013722565709558552, 0.01347274886567333, 0.0136928390725766, 0.013673433280549784, 0.013545313794213434, 0.013665253245822632, 0.013677673737453292, 0.013496181281626983, 0.013737818091034857, 0.013650087827361315, 0.013500421655442059, 0.013688685495349531, 0.013722652589723012, 0.013472835662488618, 0.013692925786550689, 0.013673519911413244, 0.013545400342472761, 0.013665339711209082, 0.01367776012047217, 0.01349626758201006, 0.013737904309285237, 0.013650173963211614]
in run 40 result adjacency matrix was:
 [[  0.           0.           0.         ...   0.           0.
    0.        ]
 [  0.           0.           0.         ...  47.7777624  101.05970948
   54.48374939]
 [  0.           0.           0.         ...   0.           0.
    0.        ]
 ...
 [  0.           0.           0.         ...   0.           4.68283969
    9.89798782]
 [  0.           0.           0.         ...  49.47718102   0.
   38.27892162]
 [  0.           0.           0.         ...  15.48178671  77.68891074
    0.        ]] 
 result motif frequency matrix was:
 [[ 0.  0.  0. ...  0.  0.  0.]
 [ 0.  0.  0. ...  0.  0.  0.]
 [ 0.  0.  0. ...  0.  0.  0.]
 ...
 [ 0.  0.  0. ...  0.  5.  5.]
 [ 0.  0.  0. ... 11.  0. 11.]
 [ 0.  0.  0. ... 11. 11.  0.]]
gradient descent errors: [0.0135005077093944, 0.01368877146713688, 0.01372273847984598, 0.01347292147068073, 0.013693011513310873, 0.01367360555647603, 0.01354548590633547, 0.013665425193606666, 0.013677845521900552, 0.013496352902204613, 0.013737989548740892, 0.013650259121664432, 0.013500592787336986, 0.013688856464306379, 0.013722823396733686, 0.013473006307024417, 0.013693096269600075, 0.013673690232448956, 0.013545570502480788, 0.013665509709663038, 0.013677929958354705, 0.013496437258796252, 0.013738073825955013, 0.013650343319241478, 0.013500676905760827, 0.013688940503317655, 0.013722907356814846, 0.01347309018791687, 0.013693180071784742, 0.013673773955667844, 0.013545654147213338, 0.013665593275652005, 0.013678013446078106, 0.013496520667997284, 0.013738157157110232, 0.01365042657209472, 0.013500760080787102, 0.013689023600261863, 0.013722990376150388, 0.013473173129388902, 0.013693262935865619, 0.013673856742103307, 0.013545736856474094, 0.013665675907484562, 0.013678096000951533, 0.013496603145658943, 0.013738239558027969, 0.013650508896016277, 0.013500842328178874, 0.013689105770872166]
in run 41 result adjacency matrix was:
 [[  0.           0.           0.         ...   0.           0.
    0.        ]
 [  0.           0.           0.         ...  48.94904985 103.52573109
   55.81169916]
 [  0.           0.           0.         ...   0.           0.
    0.        ]
 ...
 [  0.           0.           0.         ...   0.           4.78142712
   10.13706242]
 [  0.           0.           0.         ...  50.66131673   0.
   39.17980585]
 [  0.           0.           0.         ...  15.80335391  79.529631
    0.        ]] 
 result motif frequency matrix was:
 [[ 0.  0.  0. ...  0.  0.  0.]
 [ 0.  0.  0. ...  0.  0.  0.]
 [ 0.  0.  0. ...  0.  0.  0.]
 ...
 [ 0.  0.  0. ...  0.  5.  5.]
 [ 0.  0.  0. ... 11.  0. 11.]
 [ 0.  0.  0. ... 11. 11.  0.]]
gradient descent errors: [0.013723072470444119, 0.013473255147115348, 0.013693344877488123, 0.013673938607371415, 0.013545818645849974, 0.013665757620718548, 0.013678177638504489, 0.01349668470728129, 0.01373832104417962, 0.013650590306448315, 0.013500923663349545, 0.013689187030532967, 0.01372315365505243, 0.01347333625642313, 0.013693425911950998, 0.013674019566742763, 0.01354589953058353, 0.013665838430567982, 0.013678258373922454, 0.013496765368022355, 0.013738401630694832, 0.013650670818492677, 0.013501004101372676, 0.013689267394290997, 0.013723233944993573, 0.013473416472303403, 0.013693506054217852, 0.01367409963515265, 0.01354597952558255, 0.013665918351913296, 0.01367833822205878, 0.013496845142707537, 0.013738481332372128, 0.01365075044692029, 0.013501083656993061, 0.013689346876862523, 0.013723313354957046, 0.013473495809419105, 0.013693585318924386, 0.013674178827210203, 0.013546058645429354, 0.013665997399309985, 0.013678417197442396, 0.01349692404583895, 0.013738560163686941, 0.01365082920618064, 0.013501162344632464, 0.01368942549264405, 0.013723391899313535, 0.013473574282113055]
in run 42 result adjacency matrix was:
 [[  0.           0.           0.         ...   0.           0.
    0.        ]
 [  0.           0.           0.         ...  50.12035891 105.99176142
   57.13966558]
 [  0.           0.           0.         ...   0.           0.
    0.        ]
 ...
 [  0.           0.           0.         ...   0.           4.88006281
   10.37615368]
 [  0.           0.           0.         ...  51.84550664   0.
   40.08076651]
 [  0.           0.           0.         ...  16.12497532  81.37039953
    0.        ]] 
 result motif frequency matrix was:
 [[ 0.  0.  0. ...  0.  0.  0.]
 [ 0.  0.  0. ...  0.  0.  0.]
 [ 0.  0.  0. ...  0.  0.  0.]
 ...
 [ 0.  0.  0. ...  0.  5.  5.]
 [ 0.  0.  0. ... 11.  0. 11.]
 [ 0.  0.  0. ... 11. 11.  0.]]
gradient descent errors: [0.013693663720387947, 0.013674257157206828, 0.013546136904389364, 0.013666075586997405, 0.013678495314286245, 0.013497002091604192, 0.013738638138801072, 0.013650907110409036, 0.01350124017840194, 0.01368950325572017, 0.013723469592121496, 0.01347365190441938, 0.013693741272616562, 0.013674334639124715, 0.013546214316419534, 0.013666152928907297, 0.013678572586497387, 0.0134970792938844, 0.013738715271570954, 0.013650984173436903, 0.013501317172107286, 0.013689580179871763, 0.013723546447137356, 0.013473728690069353, 0.013693817989317117, 0.013674411286646244, 0.013546290895177292, 0.013666229438671861, 0.013678649027683228, 0.01349715566626293, 0.01373879157555515, 0.01365106040879869, 0.013501393339258387, 0.013689656278584686, 0.013723622477822743, 0.013473804652499869, 0.01369389388390267, 0.013674487113159686, 0.013546366654027434, 0.013666305129632416, 0.013678724651161484, 0.013497231222033241, 0.013738867064023585, 0.013651135829740138, 0.013501468693077726, 0.013689731565057308, 0.013723697697352344, 0.01347387980486249, 0.013693968969500933, 0.013674562131769983]
in run 43 result adjacency matrix was:
 [[  0.           0.           0.         ...   0.           0.
    0.        ]
 [  0.           0.           0.         ...  51.29168862 108.45780007
   58.46764789]
 [  0.           0.           0.         ...   0.           0.
    0.        ]
 ...
 [  0.           0.           0.         ...   0.           4.97874467
   10.61526082]
 [  0.           0.           0.         ...  53.02974834   0.
   40.9818002 ]
 [  0.           0.           0.         ...  16.44664853  83.21121422
    0.        ]] 
 result motif frequency matrix was:
 [[ 0.  0.  0. ...  0.  0.  0.]
 [ 0.  0.  0. ...  0.  0.  0.]
 [ 0.  0.  0. ...  0.  0.  0.]
 ...
 [ 0.  0.  0. ...  0.  5.  5.]
 [ 0.  0.  0. ... 11.  0. 11.]
 [ 0.  0.  0. ... 11. 11.  0.]]
gradient descent errors: [0.013546441606050978, 0.013666380014846597, 0.013678799469966403, 0.013497305974206364, 0.013738941749963878, 0.01365121044922582, 0.013501543246506641, 0.013689806052208315, 0.013723772118621974, 0.013473954160029913, 0.013694043258961432, 0.013674636355303877, 0.013546515764052325, 0.013666454107095657, 0.013678873496856514, 0.013497379935518257, 0.013739015646089882, 0.013651284279946996, 0.013501617012214038, 0.013689879752683614, 0.01372384575425524, 0.013474027730603346, 0.0136941167648641, 0.013674709796317994, 0.013546589140566416, 0.013666527418892249, 0.013678946744322547, 0.01349745311843737, 0.01373908876484788, 0.013651357334327931, 0.013501690002602533, 0.013689952678864033, 0.01372391861661137, 0.013474100528920271, 0.013694189499523994, 0.013674782467106811, 0.013546661747864936, 0.013666599962487308, 0.013679019224593962, 0.013497525535171915, 0.013739161118424431, 0.013651429624533749, 0.013501762229815839, 0.013690024842872319, 0.013723990717791573, 0.013474172567060431, 0.0136942614750004, 0.013674854379707854, 0.013546733597965575, 0.013666671749876562]
in run 44 result adjacency matrix was:
 [[  0.           0.           0.         ...   0.           0.
    0.        ]
 [  0.           0.           0.         ...  52.46303803 110.92384667
   59.79564538]
 [  0.           0.           0.         ...   0.           0.
    0.        ]
 ...
 [  0.           0.           0.         ...   0.           5.07747073
   10.85438314]
 [  0.           0.           0.         ...  54.21403958   0.
   41.88290374]
 [  0.           0.           0.         ...  16.76837127  85.05207311
    0.        ]] 
 result motif frequency matrix was:
 [[ 0.  0.  0. ...  0.  0.  0.]
 [ 0.  0.  0. ...  0.  0.  0.]
 [ 0.  0.  0. ...  0.  0.  0.]
 ...
 [ 0.  0.  0. ...  0.  5.  5.]
 [ 0.  0.  0. ... 11.  0. 11.]
 [ 0.  0.  0. ... 11. 11.  0.]]
gradient descent errors: [0.013679090949645539, 0.013497597197675229, 0.013739232718752768, 0.013651501162476765, 0.013501833705745214, 0.013690096256578922, 0.013724062069646083, 0.013474243856853595, 0.013694332703101948, 0.013674925545909142, 0.01354680470263569, 0.013666742792806956, 0.013679161931204066, 0.013497668117654309, 0.013739303577518867, 0.013651571959822986, 0.013501904442036946, 0.013690166931609571, 0.013724132683780066, 0.013474314409884966, 0.013694403195394103, 0.01367499597725663, 0.013546875073400345, 0.01366681310278408, 0.01367923218075519, 0.013497738306574874, 0.013739373706168815, 0.013651642027998236, 0.013501974450097216, 0.01369023687935077, 0.013724202571560781, 0.013474384237501824, 0.013694472963204753, 0.013675065685058028, 0.0135469447215489, 0.013666882691077825, 0.013679301709549141, 0.013497807775667022, 0.013739443115914135, 0.013651711378195113, 0.013502043741098892, 0.013690306110956573, 0.01372427174412312, 0.013474453350820209, 0.013694542017630415, 0.013675134680391126, 0.013547013658140424, 0.013666951568727192, 0.013679370528606615, 0.013497876535933545]
in run 45 result adjacency matrix was:
 [[  0.           0.           0.         ...   0.           0.
    0.        ]
 [  0.           0.           0.         ...  53.63440629 113.38990087
   61.12365739]
 [  0.           0.           0.         ...   0.           0.
    0.        ]
 ...
 [  0.           0.           0.         ...   0.           5.17623916
   11.09351999]
 [  0.           0.           0.         ...  55.39837823   0.
   42.78407414]
 [  0.           0.           0.         ...  17.09014142  86.89297437
    0.        ]] 
 result motif frequency matrix was:
 [[ 0.  0.  0. ...  0.  0.  0.]
 [ 0.  0.  0. ...  0.  0.  0.]
 [ 0.  0.  0. ...  0.  0.  0.]
 ...
 [ 0.  0.  0. ...  0.  5.  5.]
 [ 0.  0.  0. ... 11.  0. 11.]
 [ 0.  0.  0. ... 11. 11.  0.]]
gradient descent errors: [0.01373951181773794, 0.013651780021377567, 0.013502112325988065, 0.013690374637353717, 0.013724340212375199, 0.013474521760729144, 0.013694610369542665, 0.013675202974108652, 0.013547081894008117, 0.013667019746548586, 0.013679438648725378, 0.01349794459815267, 0.013739579822401099, 0.013651847968288396, 0.013502180215488421, 0.013690442469248207, 0.013724407987005017, 0.013474589477899179, 0.013694678029592485, 0.013675270576844055, 0.013547149439768333, 0.013667087235138866, 0.013679506080484467, 0.013498011972886702, 0.013739647140447108, 0.013651915229453157, 0.013502247420108533, 0.01369050961713036, 0.013724475078485026, 0.013474656512784268, 0.013694745008217506, 0.013675337499016815, 0.013547216305822497, 0.01366715404488285, 0.01367957283425078, 0.013498078670484548, 0.0137397137822082, 0.013651981815186653, 0.013502313950145457, 0.013690576091280436, 0.01372454149707818, 0.013474722875630405, 0.013694811315646172, 0.013675403750838243, 0.013547282502364937, 0.013667220185957512, 0.0136796389201851, 0.013498144701089256, 0.013739779757810615, 0.013652047735597809]
in run 46 result adjacency matrix was:
 [[  0.           0.           0.         ...   0.           0.
    0.        ]
 [  0.           0.           0.         ...  54.80579258 115.85596236
   62.45168329]
 [  0.           0.           0.         ...   0.           0.
    0.        ]
 ...
 [  0.           0.           0.         ...   0.           5.27504822
   11.33267072]
 [  0.           0.           0.         ...  56.58276232   0.
   43.68530862]
 [  0.           0.           0.         ...  17.41195701  88.73391627
    0.        ]] 
 result motif frequency matrix was:
 [[ 0.  0.  0. ...  0.  0.  0.]
 [ 0.  0.  0. ...  0.  0.  0.]
 [ 0.  0.  0. ...  0.  0.  0.]
 ...
 [ 0.  0.  0. ...  0.  5.  5.]
 [ 0.  0.  0. ... 11.  0. 11.]
 [ 0.  0.  0. ... 11. 11.  0.]]
gradient descent errors: [0.013502379815691525, 0.013690641901773269, 0.013724607252842708, 0.013474788576479055, 0.013694876961903302, 0.013675469342316058, 0.013547348039387204, 0.013667285668337128, 0.01367970434824459, 0.01349821007464242, 0.0137398450771785, 0.013652113000594799, 0.013502445026638261, 0.013690707058484146, 0.013724672355637556, 0.013474853625172688, 0.013694941956814642, 0.013675534283260439, 0.013547412926682835, 0.013667350501799364, 0.013679769128190758, 0.013498274800888773, 0.013739909750041173, 0.01365217761989069, 0.013502509592682366, 0.013690771571093729, 0.01372473681512692, 0.013474918031359655, 0.013695006310012817, 0.013675598583287672, 0.013547477173851968, 0.013667414695928703, 0.013679833269592517, 0.013498338889380951, 0.013739973785935925, 0.013652241603006205, 0.013502573523329786, 0.013690835449091847, 0.013724800640785973, 0.013474981804499103, 0.013695070030941314, 0.01367566225182568, 0.013547540790307339, 0.013667478260122056, 0.013679896781831088, 0.013498402349485829, 0.013740037194213135, 0.013652304959277264, 0.013502636827900226, 0.013690898701783506]
in run 47 result adjacency matrix was:
 [[  0.           0.           0.         ...   0.           0.
    0.        ]
 [  0.           0.           0.         ...  55.97719616 118.32203081
   63.77972251]
 [  0.           0.           0.         ...   0.           0.
    0.        ]
 ...
 [  0.           0.           0.         ...   0.           5.3738963
   11.57183478]
 [  0.           0.           0.         ...  57.76718999   0.
   44.58660454]
 [  0.           0.           0.         ...  17.73381617  90.57489718
    0.        ]] 
 result motif frequency matrix was:
 [[ 0.  0.  0. ...  0.  0.  0.]
 [ 0.  0.  0. ...  0.  0.  0.]
 [ 0.  0.  0. ...  0.  0.  0.]
 ...
 [ 0.  0.  0. ...  0.  5.  5.]
 [ 0.  0.  0. ... 11.  0. 11.]
 [ 0.  0.  0. ... 11. 11.  0.]]
gradient descent errors: [0.01372486384190384, 0.013475044953864784, 0.013695133128859269, 0.013675725298118216, 0.013547603785277766, 0.013667541203593113, 0.01367995967410522, 0.01349846519038626, 0.013740099984041586, 0.013652367697857545, 0.013502699515532833, 0.013690961338292472, 0.013724926427589167, 0.013475107488551234, 0.01369519561284582, 0.013675787731229712, 0.01354766616781268, 0.013667603535376813, 0.013680021955435098, 0.013498527421087947, 0.013740162164412055, 0.013652429827722709, 0.013502761595189176, 0.013691023367566004, 0.013724988406775246, 0.013475169417476408, 0.013695257491804818, 0.013675849560049547, 0.013547727946787368, 0.013667665264333464, 0.013680083634667101, 0.013498589050422909, 0.013740223744142344, 0.013652491357676506, 0.013502823075657915, 0.013691084798378253, 0.013725049788222053, 0.013475230749386545, 0.013695318774468368, 0.013675910793295786, 0.013547789130905532, 0.013667726399153219, 0.013680144720476881, 0.013498650087053128, 0.013740284731880726, 0.013652552296353024, 0.013502883965559978, 0.013691145639336435, 0.013725110580522658, 0.01347529149286096]
in run 48 result adjacency matrix was:
 [[  0.           0.           0.         ...   0.           0.
    0.        ]
 [  0.           0.           0.         ...  57.1486163  120.78810596
   65.1077745 ]
 [  0.           0.           0.         ...   0.           0.
    0.        ]
 ...
 [  0.           0.           0.         ...   0.           5.47278187
   11.8110116 ]
 [  0.           0.           0.         ...  58.95165947   0.
   45.48795946]
 [  0.           0.           0.         ...  18.05571716  92.41591558
    0.        ]] 
 result motif frequency matrix was:
 [[ 0.  0.  0. ...  0.  0.  0.]
 [ 0.  0.  0. ...  0.  0.  0.]
 [ 0.  0.  0. ...  0.  0.  0.]
 ...
 [ 0.  0.  0. ...  0.  5.  5.]
 [ 0.  0.  0. ... 11.  0. 11.]
 [ 0.  0.  0. ... 11. 11.  0.]]
gradient descent errors: [0.013695379469401942, 0.013675971439519931, 0.013547849728705038, 0.013667786948359828, 0.01368020522137529, 0.013498710539474988, 0.013740345136109744, 0.013652612652221617, 0.013502944273350716, 0.01369120589888244, 0.01372517079210587, 0.01347535165631423, 0.013695439585006911, 0.01367603150711011, 0.013547909748561146, 0.013667846920315798, 0.013680265145710654, 0.013498770416023917, 0.013740404965151309, 0.013652672433590814, 0.01350300400732585, 0.013691265585298576, 0.013725230431240335, 0.013475411248002715, 0.013695499129526292, 0.013676091004296117, 0.013547969198689789, 0.013667906323223364, 0.013680324501672649, 0.01349882972487692, 0.013740464227170143, 0.013652731648612014, 0.013503063175623567, 0.013691324706709982, 0.013725289506038966, 0.013475470276025999, 0.013695558111046804, 0.013676149939151828, 0.013548028087152959, 0.013667965165131718, 0.013680383297297715, 0.013498888474057134, 0.013740522930176267, 0.013652790305282918, 0.013503121786229358, 0.013691383271089682, 0.013725348024461887, 0.013475528748331505, 0.013695616537503862, 0.0136762083195998]
in run 49 result adjacency matrix was:
 [[  0.           0.           0.         ...   0.           0.
    0.        ]
 [  0.           0.           0.         ...  58.32005234 123.25418752
   66.43583875]
 [  0.           0.           0.         ...   0.           0.
    0.        ]
 ...
 [  0.           0.           0.         ...   0.           5.57170347
   12.05020068]
 [  0.           0.           0.         ...  60.13616914   0.
   46.38937105]
 [  0.           0.           0.         ...  18.37765832  94.25697002
    0.        ]] 
 result motif frequency matrix was:
 [[ 0.  0.  0. ...  0.  0.  0.]
 [ 0.  0.  0. ...  0.  0.  0.]
 [ 0.  0.  0. ...  0.  0.  0.]
 ...
 [ 0.  0.  0. ...  0.  5.  5.]
 [ 0.  0.  0. ... 11.  0. 11.]
 [ 0.  0.  0. ... 11. 11.  0.]]
A:
 [[  0.           0.           0.         ...   0.           0.
    0.        ]
 [  0.           0.           0.         ...  58.32005234 123.25418752
   66.43583875]
 [  0.           0.           0.         ...   0.           0.
    0.        ]
 ...
 [  0.           0.           0.         ...   0.           5.57170347
   12.05020068]
 [  0.           0.           0.         ...  60.13616914   0.
   46.38937105]
 [  0.           0.           0.         ...  18.37765832  94.25697002
    0.        ]]
errors: [0.640258864396798, 0.63224794583427, 0.6351106457869893, 0.6367755350331756, 0.6376111959760952, 0.6384974015200238, 0.6390404134152233, 0.6392587912316334, 0.639767700306332, 0.640057855885564, 0.640097939167621, 0.6404748500921723, 0.6406633416921161, 0.6406226348080821, 0.6409337962940216, 0.6410678318319977, 0.6409814398361153, 0.6412539035160852, 0.6413549089290462, 0.6412401422388996, 0.6414880898633286, 0.641567799744512, 0.6414344411697933, 0.6416660786039569, 0.6417314134963638, 0.6415853291967157, 0.6418056531287881, 0.6418608893662799, 0.6417057561875462, 0.6419179423535688, 0.6419658349460465, 0.64180405310366, 0.6420102012132877, 0.6420525942449682, 0.6418857894513967, 0.6420873378959764, 0.6421255084245533, 0.6419548182432905, 0.6421527835202552, 0.6421876425888906, 0.6420138858863306, 0.6422090060204837, 0.6422412205251322, 0.6420650014206662, 0.6422578249620907, 0.6422878941234821, 0.6421096679283903, 0.6423006110011598, 0.6423289158828509, 0.6421490322168373]