Large-scale neural model of visual short-term memory (Ulloa, Horwitz 2016; Horwitz, et al. 2005,...)

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Accession:206337
Large-scale neural model of visual short term memory embedded into a 998-node connectome. The model simulates electrical activity across neuronal populations of a number of brain regions and converts that activity into fMRI and MEG time-series. The model uses a neural simulator developed at the Brain Imaging and Modeling Section of the National Institutes of Health.
References:
1 . Tagamets MA, Horwitz B (1998) Integrating electrophysiological and anatomical experimental data to create a large-scale model that simulates a delayed match-to-sample human brain imaging study. Cereb Cortex 8:310-20 [PubMed]
2 . Ulloa A, Horwitz B (2016) Embedding Task-Based Neural Models into a Connectome-Based Model of the Cerebral Cortex. Front Neuroinform 10:32 [PubMed]
3 . Horwitz B, Warner B, Fitzer J, Tagamets MA, Husain FT, Long TW (2005) Investigating the neural basis for functional and effective connectivity. Application to fMRI. Philos Trans R Soc Lond B Biol Sci 360:1093-108 [PubMed]
Model Information (Click on a link to find other models with that property)
Model Type: Realistic Network;
Brain Region(s)/Organism: Prefrontal cortex (PFC);
Cell Type(s):
Channel(s):
Gap Junctions:
Receptor(s):
Gene(s):
Transmitter(s):
Simulation Environment: Python;
Model Concept(s): Working memory;
Implementer(s): Ulloa, Antonio [antonio.ulloa at alum.bu.edu];
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lsnm_in_python-master
visual_model
subject_14
attsefd2.w
attvatts.w
efd1efd1.w
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weightslist.txt *
                            
% Thu Nov 19 06:28:29 2015

% Input layer: (9, 9)
% Output layer: (9, 9)
% Fanout size: (4, 4)
% Fanout spacing: (1, 1)
% Specified fanout weights

Connect(exss, ev4h)  {
  From:  (1, 1)  {
    ([ 8, 8]  0.001202)     ([ 8, 9]  0.001035)     ([ 8, 1]  0.000958)     ([ 8, 2]  0.001000) 
    ([ 9, 8]  0.000978)     ([ 9, 9]  0.001084)     ([ 9, 1]  0.000719)     ([ 9, 2]  0.001841) 
    ([ 1, 8]  0.001376)     ([ 1, 9]  0.000917)     ([ 1, 1]  0.001055)     ([ 1, 2]  0.000854) 
    ([ 2, 8]  0.000994)     ([ 2, 9]  0.001039)     ([ 2, 1]  0.001514)     ([ 2, 2]  0.001254) 
  }
  From:  (1, 2)  {
    ([ 8, 9]  0.000928)     ([ 8, 1]  0.001422)     ([ 8, 2]  0.001388)     ([ 8, 3]  0.000938) 
    ([ 9, 9]  0.000896)     ([ 9, 1]  0.000968)     ([ 9, 2]  0.001361)     ([ 9, 3]  0.000747) 
    ([ 1, 9]  0.001196)     ([ 1, 1]  0.001669)     ([ 1, 2]  0.000997)     ([ 1, 3]  0.001293) 
    ([ 2, 9]  0.000852)     ([ 2, 1]  0.001798)     ([ 2, 2]  0.001363)     ([ 2, 3]  0.001626) 
  }
  From:  (1, 3)  {
    ([ 8, 1]  0.001185)     ([ 8, 2]  0.001727)     ([ 8, 3]  0.000763)     ([ 8, 4]  0.000821) 
    ([ 9, 1]  0.001282)     ([ 9, 2]  0.001846)     ([ 9, 3]  0.001622)     ([ 9, 4]  0.001004) 
    ([ 1, 1]  0.000973)     ([ 1, 2]  0.001786)     ([ 1, 3]  0.000696)     ([ 1, 4]  0.000678) 
    ([ 2, 1]  0.001240)     ([ 2, 2]  0.000931)     ([ 2, 3]  0.001543)     ([ 2, 4]  0.000708) 
  }
  From:  (1, 4)  {
    ([ 8, 2]  0.001393)     ([ 8, 3]  0.001196)     ([ 8, 4]  0.001016)     ([ 8, 5]  0.000912) 
    ([ 9, 2]  0.000942)     ([ 9, 3]  0.001484)     ([ 9, 4]  0.001314)     ([ 9, 5]  0.001221) 
    ([ 1, 2]  0.001380)     ([ 1, 3]  0.000741)     ([ 1, 4]  0.000698)     ([ 1, 5]  0.001006) 
    ([ 2, 2]  0.001553)     ([ 2, 3]  0.001806)     ([ 2, 4]  0.000794)     ([ 2, 5]  0.001065) 
  }
  From:  (1, 5)  {
    ([ 8, 3]  0.000666)     ([ 8, 4]  0.001039)     ([ 8, 5]  0.001836)     ([ 8, 6]  0.000887) 
    ([ 9, 3]  0.001693)     ([ 9, 4]  0.000895)     ([ 9, 5]  0.000730)     ([ 9, 6]  0.000749) 
    ([ 1, 3]  0.001431)     ([ 1, 4]  0.001028)     ([ 1, 5]  0.000902)     ([ 1, 6]  0.001651) 
    ([ 2, 3]  0.001202)     ([ 2, 4]  0.000983)     ([ 2, 5]  0.000699)     ([ 2, 6]  0.001058) 
  }
  From:  (1, 6)  {
    ([ 8, 4]  0.001589)     ([ 8, 5]  0.000851)     ([ 8, 6]  0.001065)     ([ 8, 7]  0.000756) 
    ([ 9, 4]  0.001397)     ([ 9, 5]  0.001388)     ([ 9, 6]  0.001716)     ([ 9, 7]  0.001409) 
    ([ 1, 4]  0.001508)     ([ 1, 5]  0.001677)     ([ 1, 6]  0.000836)     ([ 1, 7]  0.000740) 
    ([ 2, 4]  0.000976)     ([ 2, 5]  0.001644)     ([ 2, 6]  0.001313)     ([ 2, 7]  0.000678) 
  }
  From:  (1, 7)  {
    ([ 8, 5]  0.000652)     ([ 8, 6]  0.001378)     ([ 8, 7]  0.001009)     ([ 8, 8]  0.001618) 
    ([ 9, 5]  0.001400)     ([ 9, 6]  0.000908)     ([ 9, 7]  0.001608)     ([ 9, 8]  0.000784) 
    ([ 1, 5]  0.001746)     ([ 1, 6]  0.000812)     ([ 1, 7]  0.001365)     ([ 1, 8]  0.001423) 
    ([ 2, 5]  0.001105)     ([ 2, 6]  0.001398)     ([ 2, 7]  0.000780)     ([ 2, 8]  0.001657) 
  }
  From:  (1, 8)  {
    ([ 8, 6]  0.000737)     ([ 8, 7]  0.001014)     ([ 8, 8]  0.000894)     ([ 8, 9]  0.000820) 
    ([ 9, 6]  0.001377)     ([ 9, 7]  0.001071)     ([ 9, 8]  0.001067)     ([ 9, 9]  0.001684) 
    ([ 1, 6]  0.001173)     ([ 1, 7]  0.000653)     ([ 1, 8]  0.001232)     ([ 1, 9]  0.000879) 
    ([ 2, 6]  0.001438)     ([ 2, 7]  0.000690)     ([ 2, 8]  0.000714)     ([ 2, 9]  0.001233) 
  }
  From:  (1, 9)  {
    ([ 8, 7]  0.000659)     ([ 8, 8]  0.001055)     ([ 8, 9]  0.001240)     ([ 8, 1]  0.001339) 
    ([ 9, 7]  0.001384)     ([ 9, 8]  0.001491)     ([ 9, 9]  0.001172)     ([ 9, 1]  0.001174) 
    ([ 1, 7]  0.001807)     ([ 1, 8]  0.001158)     ([ 1, 9]  0.001027)     ([ 1, 1]  0.001026) 
    ([ 2, 7]  0.000716)     ([ 2, 8]  0.001197)     ([ 2, 9]  0.001175)     ([ 2, 1]  0.001788) 
  }
  From:  (2, 1)  {
    ([ 9, 8]  0.000763)     ([ 9, 9]  0.001083)     ([ 9, 1]  0.001568)     ([ 9, 2]  0.001183) 
    ([ 1, 8]  0.000909)     ([ 1, 9]  0.001196)     ([ 1, 1]  0.001214)     ([ 1, 2]  0.001773) 
    ([ 2, 8]  0.001499)     ([ 2, 9]  0.000906)     ([ 2, 1]  0.000781)     ([ 2, 2]  0.000757) 
    ([ 3, 8]  0.001555)     ([ 3, 9]  0.000817)     ([ 3, 1]  0.001417)     ([ 3, 2]  0.000957) 
  }
  From:  (2, 2)  {
    ([ 9, 9]  0.001175)     ([ 9, 1]  0.000699)     ([ 9, 2]  0.001643)     ([ 9, 3]  0.001807) 
    ([ 1, 9]  0.001532)     ([ 1, 1]  0.001737)     ([ 1, 2]  0.001357)     ([ 1, 3]  0.001015) 
    ([ 2, 9]  0.001342)     ([ 2, 1]  0.001028)     ([ 2, 2]  0.001398)     ([ 2, 3]  0.001485) 
    ([ 3, 9]  0.001331)     ([ 3, 1]  0.001447)     ([ 3, 2]  0.001012)     ([ 3, 3]  0.001198) 
  }
  From:  (2, 3)  {
    ([ 9, 1]  0.001709)     ([ 9, 2]  0.000994)     ([ 9, 3]  0.000837)     ([ 9, 4]  0.001342) 
    ([ 1, 1]  0.001789)     ([ 1, 2]  0.001795)     ([ 1, 3]  0.001178)     ([ 1, 4]  0.000782) 
    ([ 2, 1]  0.001828)     ([ 2, 2]  0.000773)     ([ 2, 3]  0.000908)     ([ 2, 4]  0.001415) 
    ([ 3, 1]  0.000771)     ([ 3, 2]  0.001362)     ([ 3, 3]  0.000766)     ([ 3, 4]  0.001033) 
  }
  From:  (2, 4)  {
    ([ 9, 2]  0.001627)     ([ 9, 3]  0.001567)     ([ 9, 4]  0.001029)     ([ 9, 5]  0.000851) 
    ([ 1, 2]  0.001638)     ([ 1, 3]  0.000671)     ([ 1, 4]  0.000695)     ([ 1, 5]  0.001002) 
    ([ 2, 2]  0.001557)     ([ 2, 3]  0.000919)     ([ 2, 4]  0.001761)     ([ 2, 5]  0.000722) 
    ([ 3, 2]  0.000849)     ([ 3, 3]  0.001579)     ([ 3, 4]  0.001601)     ([ 3, 5]  0.000952) 
  }
  From:  (2, 5)  {
    ([ 9, 3]  0.001054)     ([ 9, 4]  0.000882)     ([ 9, 5]  0.001629)     ([ 9, 6]  0.001390) 
    ([ 1, 3]  0.001535)     ([ 1, 4]  0.001676)     ([ 1, 5]  0.000870)     ([ 1, 6]  0.001114) 
    ([ 2, 3]  0.001512)     ([ 2, 4]  0.001228)     ([ 2, 5]  0.000934)     ([ 2, 6]  0.001458) 
    ([ 3, 3]  0.001786)     ([ 3, 4]  0.001613)     ([ 3, 5]  0.000827)     ([ 3, 6]  0.001791) 
  }
  From:  (2, 6)  {
    ([ 9, 4]  0.001050)     ([ 9, 5]  0.001764)     ([ 9, 6]  0.001738)     ([ 9, 7]  0.000898) 
    ([ 1, 4]  0.001506)     ([ 1, 5]  0.001606)     ([ 1, 6]  0.001787)     ([ 1, 7]  0.001500) 
    ([ 2, 4]  0.001075)     ([ 2, 5]  0.000943)     ([ 2, 6]  0.000686)     ([ 2, 7]  0.001565) 
    ([ 3, 4]  0.001154)     ([ 3, 5]  0.000826)     ([ 3, 6]  0.000787)     ([ 3, 7]  0.000970) 
  }
  From:  (2, 7)  {
    ([ 9, 5]  0.001730)     ([ 9, 6]  0.001047)     ([ 9, 7]  0.001632)     ([ 9, 8]  0.001096) 
    ([ 1, 5]  0.000837)     ([ 1, 6]  0.001718)     ([ 1, 7]  0.001520)     ([ 1, 8]  0.000688) 
    ([ 2, 5]  0.000809)     ([ 2, 6]  0.001723)     ([ 2, 7]  0.000931)     ([ 2, 8]  0.001613) 
    ([ 3, 5]  0.001286)     ([ 3, 6]  0.001174)     ([ 3, 7]  0.001686)     ([ 3, 8]  0.001605) 
  }
  From:  (2, 8)  {
    ([ 9, 6]  0.001451)     ([ 9, 7]  0.001151)     ([ 9, 8]  0.001777)     ([ 9, 9]  0.001008) 
    ([ 1, 6]  0.001354)     ([ 1, 7]  0.001190)     ([ 1, 8]  0.001073)     ([ 1, 9]  0.000913) 
    ([ 2, 6]  0.001786)     ([ 2, 7]  0.001623)     ([ 2, 8]  0.001441)     ([ 2, 9]  0.000853) 
    ([ 3, 6]  0.001391)     ([ 3, 7]  0.001137)     ([ 3, 8]  0.000797)     ([ 3, 9]  0.001479) 
  }
  From:  (2, 9)  {
    ([ 9, 7]  0.001238)     ([ 9, 8]  0.001015)     ([ 9, 9]  0.001179)     ([ 9, 1]  0.001695) 
    ([ 1, 7]  0.001719)     ([ 1, 8]  0.001278)     ([ 1, 9]  0.001600)     ([ 1, 1]  0.001059) 
    ([ 2, 7]  0.000873)     ([ 2, 8]  0.001122)     ([ 2, 9]  0.001286)     ([ 2, 1]  0.001186) 
    ([ 3, 7]  0.001372)     ([ 3, 8]  0.001849)     ([ 3, 9]  0.001046)     ([ 3, 1]  0.000889) 
  }
  From:  (3, 1)  {
    ([ 1, 8]  0.000679)     ([ 1, 9]  0.001760)     ([ 1, 1]  0.001653)     ([ 1, 2]  0.001209) 
    ([ 2, 8]  0.001323)     ([ 2, 9]  0.001561)     ([ 2, 1]  0.001709)     ([ 2, 2]  0.001554) 
    ([ 3, 8]  0.001779)     ([ 3, 9]  0.001379)     ([ 3, 1]  0.000897)     ([ 3, 2]  0.001649) 
    ([ 4, 8]  0.001150)     ([ 4, 9]  0.000814)     ([ 4, 1]  0.000785)     ([ 4, 2]  0.001152) 
  }
  From:  (3, 2)  {
    ([ 1, 9]  0.001465)     ([ 1, 1]  0.001303)     ([ 1, 2]  0.001834)     ([ 1, 3]  0.000764) 
    ([ 2, 9]  0.001188)     ([ 2, 1]  0.000887)     ([ 2, 2]  0.001442)     ([ 2, 3]  0.001441) 
    ([ 3, 9]  0.001643)     ([ 3, 1]  0.001347)     ([ 3, 2]  0.001361)     ([ 3, 3]  0.000819) 
    ([ 4, 9]  0.000892)     ([ 4, 1]  0.001417)     ([ 4, 2]  0.001328)     ([ 4, 3]  0.001588) 
  }
  From:  (3, 3)  {
    ([ 1, 1]  0.001189)     ([ 1, 2]  0.001309)     ([ 1, 3]  0.000710)     ([ 1, 4]  0.001124) 
    ([ 2, 1]  0.001274)     ([ 2, 2]  0.001197)     ([ 2, 3]  0.001537)     ([ 2, 4]  0.001415) 
    ([ 3, 1]  0.001792)     ([ 3, 2]  0.001516)     ([ 3, 3]  0.001546)     ([ 3, 4]  0.001739) 
    ([ 4, 1]  0.001543)     ([ 4, 2]  0.001629)     ([ 4, 3]  0.001685)     ([ 4, 4]  0.001558) 
  }
  From:  (3, 4)  {
    ([ 1, 2]  0.000800)     ([ 1, 3]  0.000685)     ([ 1, 4]  0.001682)     ([ 1, 5]  0.001806) 
    ([ 2, 2]  0.000789)     ([ 2, 3]  0.001655)     ([ 2, 4]  0.000967)     ([ 2, 5]  0.001424) 
    ([ 3, 2]  0.001239)     ([ 3, 3]  0.001709)     ([ 3, 4]  0.000855)     ([ 3, 5]  0.000749) 
    ([ 4, 2]  0.001465)     ([ 4, 3]  0.000902)     ([ 4, 4]  0.001463)     ([ 4, 5]  0.000978) 
  }
  From:  (3, 5)  {
    ([ 1, 3]  0.001109)     ([ 1, 4]  0.001417)     ([ 1, 5]  0.000964)     ([ 1, 6]  0.001306) 
    ([ 2, 3]  0.000900)     ([ 2, 4]  0.001664)     ([ 2, 5]  0.001761)     ([ 2, 6]  0.001839) 
    ([ 3, 3]  0.001149)     ([ 3, 4]  0.000712)     ([ 3, 5]  0.001008)     ([ 3, 6]  0.001649) 
    ([ 4, 3]  0.001781)     ([ 4, 4]  0.000656)     ([ 4, 5]  0.001755)     ([ 4, 6]  0.001101) 
  }
  From:  (3, 6)  {
    ([ 1, 4]  0.000953)     ([ 1, 5]  0.000951)     ([ 1, 6]  0.001705)     ([ 1, 7]  0.001335) 
    ([ 2, 4]  0.000860)     ([ 2, 5]  0.001371)     ([ 2, 6]  0.001304)     ([ 2, 7]  0.001593) 
    ([ 3, 4]  0.001649)     ([ 3, 5]  0.000752)     ([ 3, 6]  0.001459)     ([ 3, 7]  0.001764) 
    ([ 4, 4]  0.001817)     ([ 4, 5]  0.001359)     ([ 4, 6]  0.000998)     ([ 4, 7]  0.001358) 
  }
  From:  (3, 7)  {
    ([ 1, 5]  0.001210)     ([ 1, 6]  0.001713)     ([ 1, 7]  0.001640)     ([ 1, 8]  0.001274) 
    ([ 2, 5]  0.001324)     ([ 2, 6]  0.001472)     ([ 2, 7]  0.001517)     ([ 2, 8]  0.001085) 
    ([ 3, 5]  0.001203)     ([ 3, 6]  0.001811)     ([ 3, 7]  0.001038)     ([ 3, 8]  0.000944) 
    ([ 4, 5]  0.000857)     ([ 4, 6]  0.001597)     ([ 4, 7]  0.000827)     ([ 4, 8]  0.001273) 
  }
  From:  (3, 8)  {
    ([ 1, 6]  0.000871)     ([ 1, 7]  0.001174)     ([ 1, 8]  0.001676)     ([ 1, 9]  0.001453) 
    ([ 2, 6]  0.001087)     ([ 2, 7]  0.001703)     ([ 2, 8]  0.000715)     ([ 2, 9]  0.000851) 
    ([ 3, 6]  0.001527)     ([ 3, 7]  0.000790)     ([ 3, 8]  0.001624)     ([ 3, 9]  0.001661) 
    ([ 4, 6]  0.000802)     ([ 4, 7]  0.000942)     ([ 4, 8]  0.000889)     ([ 4, 9]  0.000844) 
  }
  From:  (3, 9)  {
    ([ 1, 7]  0.001367)     ([ 1, 8]  0.001454)     ([ 1, 9]  0.001205)     ([ 1, 1]  0.001438) 
    ([ 2, 7]  0.001008)     ([ 2, 8]  0.001024)     ([ 2, 9]  0.001148)     ([ 2, 1]  0.001403) 
    ([ 3, 7]  0.000678)     ([ 3, 8]  0.000907)     ([ 3, 9]  0.001245)     ([ 3, 1]  0.000840) 
    ([ 4, 7]  0.000725)     ([ 4, 8]  0.001204)     ([ 4, 9]  0.001255)     ([ 4, 1]  0.001190) 
  }
  From:  (4, 1)  {
    ([ 2, 8]  0.001751)     ([ 2, 9]  0.000672)     ([ 2, 1]  0.001143)     ([ 2, 2]  0.001140) 
    ([ 3, 8]  0.001356)     ([ 3, 9]  0.001300)     ([ 3, 1]  0.001617)     ([ 3, 2]  0.001236) 
    ([ 4, 8]  0.001279)     ([ 4, 9]  0.000745)     ([ 4, 1]  0.001216)     ([ 4, 2]  0.001601) 
    ([ 5, 8]  0.000741)     ([ 5, 9]  0.000684)     ([ 5, 1]  0.000999)     ([ 5, 2]  0.001266) 
  }
  From:  (4, 2)  {
    ([ 2, 9]  0.000932)     ([ 2, 1]  0.001437)     ([ 2, 2]  0.000906)     ([ 2, 3]  0.001739) 
    ([ 3, 9]  0.001552)     ([ 3, 1]  0.000666)     ([ 3, 2]  0.000976)     ([ 3, 3]  0.000801) 
    ([ 4, 9]  0.000912)     ([ 4, 1]  0.000735)     ([ 4, 2]  0.001495)     ([ 4, 3]  0.001113) 
    ([ 5, 9]  0.001375)     ([ 5, 1]  0.001209)     ([ 5, 2]  0.000762)     ([ 5, 3]  0.000844) 
  }
  From:  (4, 3)  {
    ([ 2, 1]  0.001565)     ([ 2, 2]  0.001075)     ([ 2, 3]  0.000710)     ([ 2, 4]  0.001028) 
    ([ 3, 1]  0.001711)     ([ 3, 2]  0.001193)     ([ 3, 3]  0.001106)     ([ 3, 4]  0.001045) 
    ([ 4, 1]  0.001258)     ([ 4, 2]  0.001287)     ([ 4, 3]  0.001679)     ([ 4, 4]  0.000774) 
    ([ 5, 1]  0.001441)     ([ 5, 2]  0.000972)     ([ 5, 3]  0.001497)     ([ 5, 4]  0.000763) 
  }
  From:  (4, 4)  {
    ([ 2, 2]  0.001798)     ([ 2, 3]  0.001412)     ([ 2, 4]  0.001404)     ([ 2, 5]  0.001774) 
    ([ 3, 2]  0.001804)     ([ 3, 3]  0.001440)     ([ 3, 4]  0.001576)     ([ 3, 5]  0.000718) 
    ([ 4, 2]  0.001796)     ([ 4, 3]  0.001558)     ([ 4, 4]  0.001024)     ([ 4, 5]  0.000901) 
    ([ 5, 2]  0.001018)     ([ 5, 3]  0.001350)     ([ 5, 4]  0.001189)     ([ 5, 5]  0.001044) 
  }
  From:  (4, 5)  {
    ([ 2, 3]  0.000669)     ([ 2, 4]  0.001483)     ([ 2, 5]  0.001229)     ([ 2, 6]  0.001291) 
    ([ 3, 3]  0.001405)     ([ 3, 4]  0.000899)     ([ 3, 5]  0.000979)     ([ 3, 6]  0.001449) 
    ([ 4, 3]  0.001455)     ([ 4, 4]  0.000670)     ([ 4, 5]  0.001696)     ([ 4, 6]  0.000945) 
    ([ 5, 3]  0.001735)     ([ 5, 4]  0.000725)     ([ 5, 5]  0.000958)     ([ 5, 6]  0.001076) 
  }
  From:  (4, 6)  {
    ([ 2, 4]  0.000963)     ([ 2, 5]  0.001397)     ([ 2, 6]  0.000911)     ([ 2, 7]  0.001237) 
    ([ 3, 4]  0.000661)     ([ 3, 5]  0.001335)     ([ 3, 6]  0.000749)     ([ 3, 7]  0.000788) 
    ([ 4, 4]  0.001619)     ([ 4, 5]  0.000759)     ([ 4, 6]  0.001450)     ([ 4, 7]  0.001014) 
    ([ 5, 4]  0.001362)     ([ 5, 5]  0.001094)     ([ 5, 6]  0.000742)     ([ 5, 7]  0.001263) 
  }
  From:  (4, 7)  {
    ([ 2, 5]  0.001721)     ([ 2, 6]  0.001134)     ([ 2, 7]  0.000880)     ([ 2, 8]  0.001022) 
    ([ 3, 5]  0.000654)     ([ 3, 6]  0.000816)     ([ 3, 7]  0.001259)     ([ 3, 8]  0.001415) 
    ([ 4, 5]  0.001490)     ([ 4, 6]  0.001675)     ([ 4, 7]  0.001546)     ([ 4, 8]  0.001721) 
    ([ 5, 5]  0.001302)     ([ 5, 6]  0.001668)     ([ 5, 7]  0.000758)     ([ 5, 8]  0.000744) 
  }
  From:  (4, 8)  {
    ([ 2, 6]  0.001402)     ([ 2, 7]  0.000892)     ([ 2, 8]  0.000823)     ([ 2, 9]  0.001842) 
    ([ 3, 6]  0.001374)     ([ 3, 7]  0.001436)     ([ 3, 8]  0.001594)     ([ 3, 9]  0.001116) 
    ([ 4, 6]  0.000806)     ([ 4, 7]  0.001124)     ([ 4, 8]  0.001682)     ([ 4, 9]  0.001744) 
    ([ 5, 6]  0.001191)     ([ 5, 7]  0.001667)     ([ 5, 8]  0.000943)     ([ 5, 9]  0.001380) 
  }
  From:  (4, 9)  {
    ([ 2, 7]  0.001504)     ([ 2, 8]  0.001167)     ([ 2, 9]  0.000960)     ([ 2, 1]  0.001518) 
    ([ 3, 7]  0.001495)     ([ 3, 8]  0.001329)     ([ 3, 9]  0.001214)     ([ 3, 1]  0.001327) 
    ([ 4, 7]  0.000906)     ([ 4, 8]  0.000845)     ([ 4, 9]  0.001770)     ([ 4, 1]  0.000905) 
    ([ 5, 7]  0.001601)     ([ 5, 8]  0.000908)     ([ 5, 9]  0.001374)     ([ 5, 1]  0.001800) 
  }
  From:  (5, 1)  {
    ([ 3, 8]  0.001632)     ([ 3, 9]  0.000790)     ([ 3, 1]  0.000857)     ([ 3, 2]  0.001164) 
    ([ 4, 8]  0.001754)     ([ 4, 9]  0.001578)     ([ 4, 1]  0.001682)     ([ 4, 2]  0.001246) 
    ([ 5, 8]  0.001163)     ([ 5, 9]  0.001437)     ([ 5, 1]  0.001531)     ([ 5, 2]  0.000968) 
    ([ 6, 8]  0.001047)     ([ 6, 9]  0.001179)     ([ 6, 1]  0.000672)     ([ 6, 2]  0.001329) 
  }
  From:  (5, 2)  {
    ([ 3, 9]  0.001034)     ([ 3, 1]  0.000685)     ([ 3, 2]  0.001166)     ([ 3, 3]  0.001463) 
    ([ 4, 9]  0.001737)     ([ 4, 1]  0.001012)     ([ 4, 2]  0.000686)     ([ 4, 3]  0.000906) 
    ([ 5, 9]  0.000958)     ([ 5, 1]  0.000824)     ([ 5, 2]  0.000928)     ([ 5, 3]  0.001152) 
    ([ 6, 9]  0.001100)     ([ 6, 1]  0.001812)     ([ 6, 2]  0.001380)     ([ 6, 3]  0.001165) 
  }
  From:  (5, 3)  {
    ([ 3, 1]  0.001176)     ([ 3, 2]  0.000793)     ([ 3, 3]  0.001690)     ([ 3, 4]  0.001166) 
    ([ 4, 1]  0.001470)     ([ 4, 2]  0.001097)     ([ 4, 3]  0.001728)     ([ 4, 4]  0.001829) 
    ([ 5, 1]  0.001819)     ([ 5, 2]  0.001764)     ([ 5, 3]  0.000820)     ([ 5, 4]  0.000960) 
    ([ 6, 1]  0.001005)     ([ 6, 2]  0.000847)     ([ 6, 3]  0.001323)     ([ 6, 4]  0.001041) 
  }
  From:  (5, 4)  {
    ([ 3, 2]  0.001584)     ([ 3, 3]  0.001518)     ([ 3, 4]  0.001185)     ([ 3, 5]  0.000806) 
    ([ 4, 2]  0.001215)     ([ 4, 3]  0.001124)     ([ 4, 4]  0.001707)     ([ 4, 5]  0.001027) 
    ([ 5, 2]  0.000707)     ([ 5, 3]  0.001399)     ([ 5, 4]  0.000858)     ([ 5, 5]  0.001328) 
    ([ 6, 2]  0.001604)     ([ 6, 3]  0.001182)     ([ 6, 4]  0.001548)     ([ 6, 5]  0.001541) 
  }
  From:  (5, 5)  {
    ([ 3, 3]  0.001533)     ([ 3, 4]  0.000727)     ([ 3, 5]  0.000687)     ([ 3, 6]  0.001432) 
    ([ 4, 3]  0.001264)     ([ 4, 4]  0.001079)     ([ 4, 5]  0.001366)     ([ 4, 6]  0.001794) 
    ([ 5, 3]  0.001465)     ([ 5, 4]  0.001845)     ([ 5, 5]  0.001195)     ([ 5, 6]  0.001093) 
    ([ 6, 3]  0.001158)     ([ 6, 4]  0.000726)     ([ 6, 5]  0.001445)     ([ 6, 6]  0.000690) 
  }
  From:  (5, 6)  {
    ([ 3, 4]  0.000996)     ([ 3, 5]  0.001287)     ([ 3, 6]  0.001373)     ([ 3, 7]  0.001351) 
    ([ 4, 4]  0.001147)     ([ 4, 5]  0.000815)     ([ 4, 6]  0.000830)     ([ 4, 7]  0.001043) 
    ([ 5, 4]  0.001811)     ([ 5, 5]  0.001634)     ([ 5, 6]  0.001442)     ([ 5, 7]  0.001369) 
    ([ 6, 4]  0.001686)     ([ 6, 5]  0.000732)     ([ 6, 6]  0.000844)     ([ 6, 7]  0.001009) 
  }
  From:  (5, 7)  {
    ([ 3, 5]  0.001444)     ([ 3, 6]  0.000950)     ([ 3, 7]  0.001144)     ([ 3, 8]  0.001102) 
    ([ 4, 5]  0.001244)     ([ 4, 6]  0.000911)     ([ 4, 7]  0.001220)     ([ 4, 8]  0.001822) 
    ([ 5, 5]  0.000897)     ([ 5, 6]  0.000981)     ([ 5, 7]  0.001037)     ([ 5, 8]  0.001652) 
    ([ 6, 5]  0.001192)     ([ 6, 6]  0.001733)     ([ 6, 7]  0.001294)     ([ 6, 8]  0.001237) 
  }
  From:  (5, 8)  {
    ([ 3, 6]  0.001101)     ([ 3, 7]  0.001171)     ([ 3, 8]  0.001347)     ([ 3, 9]  0.001633) 
    ([ 4, 6]  0.001388)     ([ 4, 7]  0.001025)     ([ 4, 8]  0.000945)     ([ 4, 9]  0.001199) 
    ([ 5, 6]  0.001615)     ([ 5, 7]  0.001112)     ([ 5, 8]  0.001661)     ([ 5, 9]  0.001434) 
    ([ 6, 6]  0.001214)     ([ 6, 7]  0.000863)     ([ 6, 8]  0.001125)     ([ 6, 9]  0.000923) 
  }
  From:  (5, 9)  {
    ([ 3, 7]  0.000858)     ([ 3, 8]  0.000675)     ([ 3, 9]  0.001418)     ([ 3, 1]  0.001103) 
    ([ 4, 7]  0.000696)     ([ 4, 8]  0.001136)     ([ 4, 9]  0.001678)     ([ 4, 1]  0.000907) 
    ([ 5, 7]  0.001060)     ([ 5, 8]  0.001820)     ([ 5, 9]  0.001469)     ([ 5, 1]  0.000737) 
    ([ 6, 7]  0.001465)     ([ 6, 8]  0.000773)     ([ 6, 9]  0.001680)     ([ 6, 1]  0.001677) 
  }
  From:  (6, 1)  {
    ([ 4, 8]  0.001034)     ([ 4, 9]  0.000764)     ([ 4, 1]  0.001265)     ([ 4, 2]  0.001702) 
    ([ 5, 8]  0.001581)     ([ 5, 9]  0.001486)     ([ 5, 1]  0.001806)     ([ 5, 2]  0.001760) 
    ([ 6, 8]  0.000948)     ([ 6, 9]  0.001473)     ([ 6, 1]  0.000959)     ([ 6, 2]  0.001366) 
    ([ 7, 8]  0.001383)     ([ 7, 9]  0.000740)     ([ 7, 1]  0.001340)     ([ 7, 2]  0.000903) 
  }
  From:  (6, 2)  {
    ([ 4, 9]  0.001600)     ([ 4, 1]  0.001372)     ([ 4, 2]  0.001167)     ([ 4, 3]  0.000681) 
    ([ 5, 9]  0.001786)     ([ 5, 1]  0.001801)     ([ 5, 2]  0.000765)     ([ 5, 3]  0.001636) 
    ([ 6, 9]  0.001387)     ([ 6, 1]  0.001253)     ([ 6, 2]  0.000669)     ([ 6, 3]  0.001074) 
    ([ 7, 9]  0.000789)     ([ 7, 1]  0.001765)     ([ 7, 2]  0.000716)     ([ 7, 3]  0.001382) 
  }
  From:  (6, 3)  {
    ([ 4, 1]  0.001651)     ([ 4, 2]  0.001646)     ([ 4, 3]  0.001016)     ([ 4, 4]  0.001007) 
    ([ 5, 1]  0.001414)     ([ 5, 2]  0.001622)     ([ 5, 3]  0.001652)     ([ 5, 4]  0.001225) 
    ([ 6, 1]  0.001407)     ([ 6, 2]  0.001051)     ([ 6, 3]  0.000902)     ([ 6, 4]  0.001650) 
    ([ 7, 1]  0.001442)     ([ 7, 2]  0.001068)     ([ 7, 3]  0.001628)     ([ 7, 4]  0.001334) 
  }
  From:  (6, 4)  {
    ([ 4, 2]  0.001137)     ([ 4, 3]  0.000892)     ([ 4, 4]  0.000681)     ([ 4, 5]  0.001432) 
    ([ 5, 2]  0.001564)     ([ 5, 3]  0.001109)     ([ 5, 4]  0.000716)     ([ 5, 5]  0.001350) 
    ([ 6, 2]  0.000841)     ([ 6, 3]  0.000793)     ([ 6, 4]  0.001682)     ([ 6, 5]  0.001519) 
    ([ 7, 2]  0.001708)     ([ 7, 3]  0.001769)     ([ 7, 4]  0.001663)     ([ 7, 5]  0.001544) 
  }
  From:  (6, 5)  {
    ([ 4, 3]  0.001846)     ([ 4, 4]  0.001641)     ([ 4, 5]  0.000903)     ([ 4, 6]  0.001377) 
    ([ 5, 3]  0.001174)     ([ 5, 4]  0.001752)     ([ 5, 5]  0.001531)     ([ 5, 6]  0.000848) 
    ([ 6, 3]  0.001758)     ([ 6, 4]  0.001815)     ([ 6, 5]  0.001139)     ([ 6, 6]  0.001066) 
    ([ 7, 3]  0.001725)     ([ 7, 4]  0.001168)     ([ 7, 5]  0.001711)     ([ 7, 6]  0.001356) 
  }
  From:  (6, 6)  {
    ([ 4, 4]  0.001045)     ([ 4, 5]  0.001075)     ([ 4, 6]  0.001721)     ([ 4, 7]  0.000837) 
    ([ 5, 4]  0.001067)     ([ 5, 5]  0.001568)     ([ 5, 6]  0.001648)     ([ 5, 7]  0.001621) 
    ([ 6, 4]  0.001658)     ([ 6, 5]  0.001673)     ([ 6, 6]  0.001326)     ([ 6, 7]  0.000868) 
    ([ 7, 4]  0.001678)     ([ 7, 5]  0.001411)     ([ 7, 6]  0.000682)     ([ 7, 7]  0.000927) 
  }
  From:  (6, 7)  {
    ([ 4, 5]  0.001169)     ([ 4, 6]  0.001382)     ([ 4, 7]  0.001429)     ([ 4, 8]  0.000703) 
    ([ 5, 5]  0.001402)     ([ 5, 6]  0.000990)     ([ 5, 7]  0.001525)     ([ 5, 8]  0.001058) 
    ([ 6, 5]  0.001818)     ([ 6, 6]  0.001006)     ([ 6, 7]  0.001663)     ([ 6, 8]  0.000652) 
    ([ 7, 5]  0.000978)     ([ 7, 6]  0.001153)     ([ 7, 7]  0.000799)     ([ 7, 8]  0.000762) 
  }
  From:  (6, 8)  {
    ([ 4, 6]  0.001375)     ([ 4, 7]  0.001265)     ([ 4, 8]  0.001456)     ([ 4, 9]  0.001696) 
    ([ 5, 6]  0.001527)     ([ 5, 7]  0.000847)     ([ 5, 8]  0.001537)     ([ 5, 9]  0.001218) 
    ([ 6, 6]  0.001389)     ([ 6, 7]  0.001429)     ([ 6, 8]  0.001009)     ([ 6, 9]  0.000764) 
    ([ 7, 6]  0.001344)     ([ 7, 7]  0.001210)     ([ 7, 8]  0.001278)     ([ 7, 9]  0.001503) 
  }
  From:  (6, 9)  {
    ([ 4, 7]  0.001540)     ([ 4, 8]  0.001579)     ([ 4, 9]  0.000984)     ([ 4, 1]  0.001325) 
    ([ 5, 7]  0.001644)     ([ 5, 8]  0.001444)     ([ 5, 9]  0.000869)     ([ 5, 1]  0.001782) 
    ([ 6, 7]  0.000656)     ([ 6, 8]  0.001077)     ([ 6, 9]  0.001770)     ([ 6, 1]  0.000758) 
    ([ 7, 7]  0.001191)     ([ 7, 8]  0.000805)     ([ 7, 9]  0.001382)     ([ 7, 1]  0.000994) 
  }
  From:  (7, 1)  {
    ([ 5, 8]  0.001321)     ([ 5, 9]  0.001725)     ([ 5, 1]  0.001092)     ([ 5, 2]  0.001455) 
    ([ 6, 8]  0.000870)     ([ 6, 9]  0.000923)     ([ 6, 1]  0.001284)     ([ 6, 2]  0.001377) 
    ([ 7, 8]  0.000841)     ([ 7, 9]  0.001589)     ([ 7, 1]  0.001032)     ([ 7, 2]  0.001703) 
    ([ 8, 8]  0.001123)     ([ 8, 9]  0.001805)     ([ 8, 1]  0.001454)     ([ 8, 2]  0.001205) 
  }
  From:  (7, 2)  {
    ([ 5, 9]  0.000868)     ([ 5, 1]  0.001776)     ([ 5, 2]  0.001028)     ([ 5, 3]  0.000705) 
    ([ 6, 9]  0.000710)     ([ 6, 1]  0.000724)     ([ 6, 2]  0.000776)     ([ 6, 3]  0.000659) 
    ([ 7, 9]  0.001077)     ([ 7, 1]  0.000731)     ([ 7, 2]  0.001722)     ([ 7, 3]  0.000803) 
    ([ 8, 9]  0.000727)     ([ 8, 1]  0.001151)     ([ 8, 2]  0.001333)     ([ 8, 3]  0.001633) 
  }
  From:  (7, 3)  {
    ([ 5, 1]  0.001388)     ([ 5, 2]  0.001349)     ([ 5, 3]  0.001615)     ([ 5, 4]  0.001043) 
    ([ 6, 1]  0.001326)     ([ 6, 2]  0.000735)     ([ 6, 3]  0.001696)     ([ 6, 4]  0.001773) 
    ([ 7, 1]  0.001518)     ([ 7, 2]  0.001265)     ([ 7, 3]  0.001205)     ([ 7, 4]  0.001742) 
    ([ 8, 1]  0.001679)     ([ 8, 2]  0.000879)     ([ 8, 3]  0.001551)     ([ 8, 4]  0.001364) 
  }
  From:  (7, 4)  {
    ([ 5, 2]  0.001368)     ([ 5, 3]  0.001819)     ([ 5, 4]  0.000779)     ([ 5, 5]  0.001619) 
    ([ 6, 2]  0.000824)     ([ 6, 3]  0.001535)     ([ 6, 4]  0.001563)     ([ 6, 5]  0.001167) 
    ([ 7, 2]  0.001220)     ([ 7, 3]  0.000659)     ([ 7, 4]  0.001105)     ([ 7, 5]  0.001735) 
    ([ 8, 2]  0.000948)     ([ 8, 3]  0.001537)     ([ 8, 4]  0.000703)     ([ 8, 5]  0.000800) 
  }
  From:  (7, 5)  {
    ([ 5, 3]  0.001054)     ([ 5, 4]  0.001675)     ([ 5, 5]  0.001020)     ([ 5, 6]  0.000801) 
    ([ 6, 3]  0.001730)     ([ 6, 4]  0.001130)     ([ 6, 5]  0.000753)     ([ 6, 6]  0.001588) 
    ([ 7, 3]  0.000964)     ([ 7, 4]  0.001837)     ([ 7, 5]  0.001757)     ([ 7, 6]  0.001508) 
    ([ 8, 3]  0.001107)     ([ 8, 4]  0.001188)     ([ 8, 5]  0.001603)     ([ 8, 6]  0.001261) 
  }
  From:  (7, 6)  {
    ([ 5, 4]  0.001377)     ([ 5, 5]  0.001218)     ([ 5, 6]  0.001796)     ([ 5, 7]  0.001034) 
    ([ 6, 4]  0.001283)     ([ 6, 5]  0.001182)     ([ 6, 6]  0.001267)     ([ 6, 7]  0.001834) 
    ([ 7, 4]  0.000846)     ([ 7, 5]  0.001178)     ([ 7, 6]  0.001091)     ([ 7, 7]  0.001586) 
    ([ 8, 4]  0.001148)     ([ 8, 5]  0.001809)     ([ 8, 6]  0.001619)     ([ 8, 7]  0.001847) 
  }
  From:  (7, 7)  {
    ([ 5, 5]  0.001542)     ([ 5, 6]  0.001601)     ([ 5, 7]  0.001452)     ([ 5, 8]  0.001518) 
    ([ 6, 5]  0.000926)     ([ 6, 6]  0.001723)     ([ 6, 7]  0.000783)     ([ 6, 8]  0.000882) 
    ([ 7, 5]  0.001606)     ([ 7, 6]  0.001147)     ([ 7, 7]  0.000943)     ([ 7, 8]  0.001104) 
    ([ 8, 5]  0.000807)     ([ 8, 6]  0.000884)     ([ 8, 7]  0.001383)     ([ 8, 8]  0.001369) 
  }
  From:  (7, 8)  {
    ([ 5, 6]  0.000669)     ([ 5, 7]  0.001212)     ([ 5, 8]  0.000867)     ([ 5, 9]  0.000894) 
    ([ 6, 6]  0.000806)     ([ 6, 7]  0.001772)     ([ 6, 8]  0.001776)     ([ 6, 9]  0.001369) 
    ([ 7, 6]  0.000730)     ([ 7, 7]  0.001375)     ([ 7, 8]  0.000998)     ([ 7, 9]  0.000931) 
    ([ 8, 6]  0.000982)     ([ 8, 7]  0.001184)     ([ 8, 8]  0.001285)     ([ 8, 9]  0.001151) 
  }
  From:  (7, 9)  {
    ([ 5, 7]  0.001685)     ([ 5, 8]  0.000798)     ([ 5, 9]  0.001039)     ([ 5, 1]  0.000961) 
    ([ 6, 7]  0.001473)     ([ 6, 8]  0.001639)     ([ 6, 9]  0.001536)     ([ 6, 1]  0.001062) 
    ([ 7, 7]  0.000692)     ([ 7, 8]  0.001182)     ([ 7, 9]  0.001360)     ([ 7, 1]  0.000915) 
    ([ 8, 7]  0.000869)     ([ 8, 8]  0.000943)     ([ 8, 9]  0.000747)     ([ 8, 1]  0.000896) 
  }
  From:  (8, 1)  {
    ([ 6, 8]  0.001276)     ([ 6, 9]  0.001132)     ([ 6, 1]  0.001194)     ([ 6, 2]  0.001198) 
    ([ 7, 8]  0.001391)     ([ 7, 9]  0.001516)     ([ 7, 1]  0.000847)     ([ 7, 2]  0.001672) 
    ([ 8, 8]  0.001157)     ([ 8, 9]  0.000937)     ([ 8, 1]  0.001152)     ([ 8, 2]  0.001444) 
    ([ 9, 8]  0.000793)     ([ 9, 9]  0.001027)     ([ 9, 1]  0.000875)     ([ 9, 2]  0.001415) 
  }
  From:  (8, 2)  {
    ([ 6, 9]  0.001292)     ([ 6, 1]  0.001022)     ([ 6, 2]  0.001627)     ([ 6, 3]  0.001508) 
    ([ 7, 9]  0.001648)     ([ 7, 1]  0.001770)     ([ 7, 2]  0.000758)     ([ 7, 3]  0.000854) 
    ([ 8, 9]  0.000937)     ([ 8, 1]  0.001666)     ([ 8, 2]  0.000951)     ([ 8, 3]  0.001521) 
    ([ 9, 9]  0.001748)     ([ 9, 1]  0.000892)     ([ 9, 2]  0.001489)     ([ 9, 3]  0.001634) 
  }
  From:  (8, 3)  {
    ([ 6, 1]  0.001402)     ([ 6, 2]  0.001063)     ([ 6, 3]  0.001076)     ([ 6, 4]  0.001784) 
    ([ 7, 1]  0.001671)     ([ 7, 2]  0.000724)     ([ 7, 3]  0.001229)     ([ 7, 4]  0.001559) 
    ([ 8, 1]  0.000706)     ([ 8, 2]  0.001098)     ([ 8, 3]  0.001245)     ([ 8, 4]  0.001158) 
    ([ 9, 1]  0.001042)     ([ 9, 2]  0.000733)     ([ 9, 3]  0.001537)     ([ 9, 4]  0.001256) 
  }
  From:  (8, 4)  {
    ([ 6, 2]  0.001214)     ([ 6, 3]  0.001729)     ([ 6, 4]  0.001218)     ([ 6, 5]  0.001282) 
    ([ 7, 2]  0.000950)     ([ 7, 3]  0.001325)     ([ 7, 4]  0.001059)     ([ 7, 5]  0.000969) 
    ([ 8, 2]  0.001061)     ([ 8, 3]  0.001151)     ([ 8, 4]  0.001123)     ([ 8, 5]  0.001495) 
    ([ 9, 2]  0.001444)     ([ 9, 3]  0.000833)     ([ 9, 4]  0.001084)     ([ 9, 5]  0.001300) 
  }
  From:  (8, 5)  {
    ([ 6, 3]  0.001639)     ([ 6, 4]  0.001211)     ([ 6, 5]  0.000900)     ([ 6, 6]  0.000816) 
    ([ 7, 3]  0.001364)     ([ 7, 4]  0.000914)     ([ 7, 5]  0.000889)     ([ 7, 6]  0.001581) 
    ([ 8, 3]  0.001349)     ([ 8, 4]  0.001071)     ([ 8, 5]  0.001397)     ([ 8, 6]  0.000820) 
    ([ 9, 3]  0.000839)     ([ 9, 4]  0.001094)     ([ 9, 5]  0.000686)     ([ 9, 6]  0.000702) 
  }
  From:  (8, 6)  {
    ([ 6, 4]  0.001315)     ([ 6, 5]  0.000790)     ([ 6, 6]  0.001101)     ([ 6, 7]  0.001178) 
    ([ 7, 4]  0.001107)     ([ 7, 5]  0.000679)     ([ 7, 6]  0.001492)     ([ 7, 7]  0.000677) 
    ([ 8, 4]  0.001036)     ([ 8, 5]  0.000800)     ([ 8, 6]  0.000751)     ([ 8, 7]  0.001521) 
    ([ 9, 4]  0.001384)     ([ 9, 5]  0.001370)     ([ 9, 6]  0.001138)     ([ 9, 7]  0.001583) 
  }
  From:  (8, 7)  {
    ([ 6, 5]  0.000685)     ([ 6, 6]  0.001563)     ([ 6, 7]  0.000819)     ([ 6, 8]  0.000760) 
    ([ 7, 5]  0.001231)     ([ 7, 6]  0.001808)     ([ 7, 7]  0.001534)     ([ 7, 8]  0.000744) 
    ([ 8, 5]  0.001840)     ([ 8, 6]  0.000793)     ([ 8, 7]  0.001118)     ([ 8, 8]  0.000947) 
    ([ 9, 5]  0.001571)     ([ 9, 6]  0.000782)     ([ 9, 7]  0.001805)     ([ 9, 8]  0.000989) 
  }
  From:  (8, 8)  {
    ([ 6, 6]  0.001133)     ([ 6, 7]  0.001501)     ([ 6, 8]  0.001293)     ([ 6, 9]  0.001404) 
    ([ 7, 6]  0.001378)     ([ 7, 7]  0.000927)     ([ 7, 8]  0.001422)     ([ 7, 9]  0.000675) 
    ([ 8, 6]  0.001620)     ([ 8, 7]  0.001278)     ([ 8, 8]  0.001291)     ([ 8, 9]  0.001592) 
    ([ 9, 6]  0.001797)     ([ 9, 7]  0.001437)     ([ 9, 8]  0.001734)     ([ 9, 9]  0.000890) 
  }
  From:  (8, 9)  {
    ([ 6, 7]  0.000963)     ([ 6, 8]  0.000655)     ([ 6, 9]  0.001146)     ([ 6, 1]  0.001469) 
    ([ 7, 7]  0.000930)     ([ 7, 8]  0.001036)     ([ 7, 9]  0.001831)     ([ 7, 1]  0.000728) 
    ([ 8, 7]  0.001007)     ([ 8, 8]  0.001557)     ([ 8, 9]  0.000964)     ([ 8, 1]  0.001589) 
    ([ 9, 7]  0.001232)     ([ 9, 8]  0.001524)     ([ 9, 9]  0.001742)     ([ 9, 1]  0.001055) 
  }
  From:  (9, 1)  {
    ([ 7, 8]  0.000851)     ([ 7, 9]  0.000701)     ([ 7, 1]  0.001071)     ([ 7, 2]  0.000707) 
    ([ 8, 8]  0.001356)     ([ 8, 9]  0.001333)     ([ 8, 1]  0.001102)     ([ 8, 2]  0.001457) 
    ([ 9, 8]  0.001807)     ([ 9, 9]  0.001144)     ([ 9, 1]  0.001393)     ([ 9, 2]  0.000926) 
    ([ 1, 8]  0.000998)     ([ 1, 9]  0.001221)     ([ 1, 1]  0.000885)     ([ 1, 2]  0.001788) 
  }
  From:  (9, 2)  {
    ([ 7, 9]  0.001334)     ([ 7, 1]  0.001831)     ([ 7, 2]  0.001832)     ([ 7, 3]  0.000766) 
    ([ 8, 9]  0.000768)     ([ 8, 1]  0.001335)     ([ 8, 2]  0.001734)     ([ 8, 3]  0.000809) 
    ([ 9, 9]  0.001343)     ([ 9, 1]  0.000956)     ([ 9, 2]  0.000903)     ([ 9, 3]  0.001180) 
    ([ 1, 9]  0.001050)     ([ 1, 1]  0.001575)     ([ 1, 2]  0.001108)     ([ 1, 3]  0.001534) 
  }
  From:  (9, 3)  {
    ([ 7, 1]  0.001364)     ([ 7, 2]  0.001182)     ([ 7, 3]  0.001009)     ([ 7, 4]  0.000705) 
    ([ 8, 1]  0.001676)     ([ 8, 2]  0.000684)     ([ 8, 3]  0.001344)     ([ 8, 4]  0.000785) 
    ([ 9, 1]  0.001364)     ([ 9, 2]  0.001534)     ([ 9, 3]  0.001408)     ([ 9, 4]  0.001766) 
    ([ 1, 1]  0.000963)     ([ 1, 2]  0.001791)     ([ 1, 3]  0.001475)     ([ 1, 4]  0.000751) 
  }
  From:  (9, 4)  {
    ([ 7, 2]  0.000915)     ([ 7, 3]  0.001810)     ([ 7, 4]  0.001057)     ([ 7, 5]  0.001325) 
    ([ 8, 2]  0.001356)     ([ 8, 3]  0.001252)     ([ 8, 4]  0.001108)     ([ 8, 5]  0.001475) 
    ([ 9, 2]  0.000899)     ([ 9, 3]  0.001319)     ([ 9, 4]  0.001373)     ([ 9, 5]  0.001701) 
    ([ 1, 2]  0.001620)     ([ 1, 3]  0.001498)     ([ 1, 4]  0.001775)     ([ 1, 5]  0.000651) 
  }
  From:  (9, 5)  {
    ([ 7, 3]  0.001042)     ([ 7, 4]  0.001605)     ([ 7, 5]  0.001712)     ([ 7, 6]  0.000924) 
    ([ 8, 3]  0.001416)     ([ 8, 4]  0.001336)     ([ 8, 5]  0.001091)     ([ 8, 6]  0.001055) 
    ([ 9, 3]  0.001273)     ([ 9, 4]  0.001555)     ([ 9, 5]  0.000999)     ([ 9, 6]  0.001491) 
    ([ 1, 3]  0.001211)     ([ 1, 4]  0.001422)     ([ 1, 5]  0.001713)     ([ 1, 6]  0.001004) 
  }
  From:  (9, 6)  {
    ([ 7, 4]  0.000797)     ([ 7, 5]  0.001149)     ([ 7, 6]  0.001311)     ([ 7, 7]  0.001057) 
    ([ 8, 4]  0.001166)     ([ 8, 5]  0.001743)     ([ 8, 6]  0.001045)     ([ 8, 7]  0.001151) 
    ([ 9, 4]  0.001074)     ([ 9, 5]  0.001651)     ([ 9, 6]  0.001042)     ([ 9, 7]  0.000932) 
    ([ 1, 4]  0.001731)     ([ 1, 5]  0.001837)     ([ 1, 6]  0.001076)     ([ 1, 7]  0.001217) 
  }
  From:  (9, 7)  {
    ([ 7, 5]  0.001200)     ([ 7, 6]  0.001113)     ([ 7, 7]  0.001653)     ([ 7, 8]  0.001328) 
    ([ 8, 5]  0.001802)     ([ 8, 6]  0.001572)     ([ 8, 7]  0.001294)     ([ 8, 8]  0.001373) 
    ([ 9, 5]  0.000875)     ([ 9, 6]  0.001170)     ([ 9, 7]  0.000654)     ([ 9, 8]  0.001825) 
    ([ 1, 5]  0.001383)     ([ 1, 6]  0.001822)     ([ 1, 7]  0.001479)     ([ 1, 8]  0.001669) 
  }
  From:  (9, 8)  {
    ([ 7, 6]  0.001261)     ([ 7, 7]  0.001804)     ([ 7, 8]  0.001384)     ([ 7, 9]  0.001787) 
    ([ 8, 6]  0.001582)     ([ 8, 7]  0.001078)     ([ 8, 8]  0.000695)     ([ 8, 9]  0.001615) 
    ([ 9, 6]  0.001511)     ([ 9, 7]  0.000670)     ([ 9, 8]  0.000868)     ([ 9, 9]  0.001814) 
    ([ 1, 6]  0.001093)     ([ 1, 7]  0.001097)     ([ 1, 8]  0.000698)     ([ 1, 9]  0.001125) 
  }
  From:  (9, 9)  {
    ([ 7, 7]  0.001064)     ([ 7, 8]  0.001844)     ([ 7, 9]  0.001311)     ([ 7, 1]  0.001551) 
    ([ 8, 7]  0.001815)     ([ 8, 8]  0.001446)     ([ 8, 9]  0.000681)     ([ 8, 1]  0.000722) 
    ([ 9, 7]  0.001310)     ([ 9, 8]  0.000786)     ([ 9, 9]  0.001094)     ([ 9, 1]  0.001539) 
    ([ 1, 7]  0.001720)     ([ 1, 8]  0.001460)     ([ 1, 9]  0.001770)     ([ 1, 1]  0.001609) 
  }
}

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