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];
/
lsnm_in_python-master
visual_model
subject_netgettest
output.36trials
attsefd2.w
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ifd1efd1.w
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lgnsev1h.bak
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lgnsev1v.bak
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netgen1 *
weightslist.txt
                            
% Tue May 24 15:52:20 2016

% Input Layer: (9, 9)
% Output Layer: (9, 9)
% Fanout Size: (5, 5)

Connect(efd2, ev4h)  {
  From:  (1, 1)  {
    ([ 8, 8]  0.001403)     ([ 8, 9]  0.002021)     ([ 8, 1]  0.001145)     ([ 8, 2]  0.000747)     ([ 8, 3]  0.001740) 
    ([ 9, 8]  0.001197)     ([ 9, 9]  0.001466)     ([ 9, 1]  0.000816)     ([ 9, 2]  0.001685)     ([ 9, 3]  0.001893) 
    ([ 1, 8]  0.001748)     ([ 1, 9]  0.001841)     ([ 1, 1]  0.001401)     ([ 1, 2]  0.002033)     ([ 1, 3]  0.000903) 
    ([ 2, 8]  0.001426)     ([ 2, 9]  0.001499)     ([ 2, 1]  0.000945)     ([ 2, 2]  0.001623)     ([ 2, 3]  0.001430) 
    ([ 3, 8]  0.001672)     ([ 3, 9]  0.000742)     ([ 3, 1]  0.000817)     ([ 3, 2]  0.001452)     ([ 3, 3]  0.001504) 
  }
  From:  (1, 2)  {
    ([ 8, 9]  0.001587)     ([ 8, 1]  0.000956)     ([ 8, 2]  0.000822)     ([ 8, 3]  0.001111)     ([ 8, 4]  0.001483) 
    ([ 9, 9]  0.001422)     ([ 9, 1]  0.001148)     ([ 9, 2]  0.001490)     ([ 9, 3]  0.002066)     ([ 9, 4]  0.001595) 
    ([ 1, 9]  0.000794)     ([ 1, 1]  0.001345)     ([ 1, 2]  0.001601)     ([ 1, 3]  0.001713)     ([ 1, 4]  0.001685) 
    ([ 2, 9]  0.000755)     ([ 2, 1]  0.002059)     ([ 2, 2]  0.001320)     ([ 2, 3]  0.001245)     ([ 2, 4]  0.001375) 
    ([ 3, 9]  0.001814)     ([ 3, 1]  0.001058)     ([ 3, 2]  0.001313)     ([ 3, 3]  0.001828)     ([ 3, 4]  0.000709) 
  }
  From:  (1, 3)  {
    ([ 8, 1]  0.001707)     ([ 8, 2]  0.000757)     ([ 8, 3]  0.001310)     ([ 8, 4]  0.001208)     ([ 8, 5]  0.001030) 
    ([ 9, 1]  0.001198)     ([ 9, 2]  0.001707)     ([ 9, 3]  0.001513)     ([ 9, 4]  0.000737)     ([ 9, 5]  0.001933) 
    ([ 1, 1]  0.001821)     ([ 1, 2]  0.001496)     ([ 1, 3]  0.001279)     ([ 1, 4]  0.000888)     ([ 1, 5]  0.001618) 
    ([ 2, 1]  0.001555)     ([ 2, 2]  0.001780)     ([ 2, 3]  0.000880)     ([ 2, 4]  0.002046)     ([ 2, 5]  0.001606) 
    ([ 3, 1]  0.001998)     ([ 3, 2]  0.001697)     ([ 3, 3]  0.001342)     ([ 3, 4]  0.001553)     ([ 3, 5]  0.001188) 
  }
  From:  (1, 4)  {
    ([ 8, 2]  0.002065)     ([ 8, 3]  0.001115)     ([ 8, 4]  0.001902)     ([ 8, 5]  0.000977)     ([ 8, 6]  0.001894) 
    ([ 9, 2]  0.000861)     ([ 9, 3]  0.000949)     ([ 9, 4]  0.001762)     ([ 9, 5]  0.001491)     ([ 9, 6]  0.001547) 
    ([ 1, 2]  0.001693)     ([ 1, 3]  0.000956)     ([ 1, 4]  0.001165)     ([ 1, 5]  0.001033)     ([ 1, 6]  0.001888) 
    ([ 2, 2]  0.001832)     ([ 2, 3]  0.001181)     ([ 2, 4]  0.001528)     ([ 2, 5]  0.001499)     ([ 2, 6]  0.001238) 
    ([ 3, 2]  0.001563)     ([ 3, 3]  0.001137)     ([ 3, 4]  0.001890)     ([ 3, 5]  0.000889)     ([ 3, 6]  0.001707) 
  }
  From:  (1, 5)  {
    ([ 8, 3]  0.002085)     ([ 8, 4]  0.001408)     ([ 8, 5]  0.000849)     ([ 8, 6]  0.001448)     ([ 8, 7]  0.001970) 
    ([ 9, 3]  0.001363)     ([ 9, 4]  0.001738)     ([ 9, 5]  0.001459)     ([ 9, 6]  0.002046)     ([ 9, 7]  0.000918) 
    ([ 1, 3]  0.001294)     ([ 1, 4]  0.001303)     ([ 1, 5]  0.000757)     ([ 1, 6]  0.000715)     ([ 1, 7]  0.001664) 
    ([ 2, 3]  0.002037)     ([ 2, 4]  0.000947)     ([ 2, 5]  0.001213)     ([ 2, 6]  0.001853)     ([ 2, 7]  0.000972) 
    ([ 3, 3]  0.001417)     ([ 3, 4]  0.001580)     ([ 3, 5]  0.001704)     ([ 3, 6]  0.000963)     ([ 3, 7]  0.001991) 
  }
  From:  (1, 6)  {
    ([ 8, 4]  0.001705)     ([ 8, 5]  0.001736)     ([ 8, 6]  0.000857)     ([ 8, 7]  0.001087)     ([ 8, 8]  0.001234) 
    ([ 9, 4]  0.001318)     ([ 9, 5]  0.000725)     ([ 9, 6]  0.001853)     ([ 9, 7]  0.001719)     ([ 9, 8]  0.001144) 
    ([ 1, 4]  0.002063)     ([ 1, 5]  0.000964)     ([ 1, 6]  0.001985)     ([ 1, 7]  0.000781)     ([ 1, 8]  0.001277) 
    ([ 2, 4]  0.001155)     ([ 2, 5]  0.001382)     ([ 2, 6]  0.001050)     ([ 2, 7]  0.000901)     ([ 2, 8]  0.001275) 
    ([ 3, 4]  0.001533)     ([ 3, 5]  0.001924)     ([ 3, 6]  0.001454)     ([ 3, 7]  0.001643)     ([ 3, 8]  0.001299) 
  }
  From:  (1, 7)  {
    ([ 8, 5]  0.001636)     ([ 8, 6]  0.000911)     ([ 8, 7]  0.000953)     ([ 8, 8]  0.000961)     ([ 8, 9]  0.000774) 
    ([ 9, 5]  0.000989)     ([ 9, 6]  0.001364)     ([ 9, 7]  0.001400)     ([ 9, 8]  0.001218)     ([ 9, 9]  0.001122) 
    ([ 1, 5]  0.000863)     ([ 1, 6]  0.001984)     ([ 1, 7]  0.001997)     ([ 1, 8]  0.001287)     ([ 1, 9]  0.001298) 
    ([ 2, 5]  0.001449)     ([ 2, 6]  0.000840)     ([ 2, 7]  0.001118)     ([ 2, 8]  0.001097)     ([ 2, 9]  0.001413) 
    ([ 3, 5]  0.001694)     ([ 3, 6]  0.001845)     ([ 3, 7]  0.000703)     ([ 3, 8]  0.001022)     ([ 3, 9]  0.001527) 
  }
  From:  (1, 8)  {
    ([ 8, 6]  0.000703)     ([ 8, 7]  0.001328)     ([ 8, 8]  0.001515)     ([ 8, 9]  0.001634)     ([ 8, 1]  0.001384) 
    ([ 9, 6]  0.000768)     ([ 9, 7]  0.000801)     ([ 9, 8]  0.001712)     ([ 9, 9]  0.000959)     ([ 9, 1]  0.000869) 
    ([ 1, 6]  0.002079)     ([ 1, 7]  0.001425)     ([ 1, 8]  0.001006)     ([ 1, 9]  0.001741)     ([ 1, 1]  0.001725) 
    ([ 2, 6]  0.001751)     ([ 2, 7]  0.001388)     ([ 2, 8]  0.002054)     ([ 2, 9]  0.001439)     ([ 2, 1]  0.001787) 
    ([ 3, 6]  0.001780)     ([ 3, 7]  0.001396)     ([ 3, 8]  0.001717)     ([ 3, 9]  0.001669)     ([ 3, 1]  0.000839) 
  }
  From:  (1, 9)  {
    ([ 8, 7]  0.001294)     ([ 8, 8]  0.001498)     ([ 8, 9]  0.000765)     ([ 8, 1]  0.001876)     ([ 8, 2]  0.000955) 
    ([ 9, 7]  0.001221)     ([ 9, 8]  0.001219)     ([ 9, 9]  0.001320)     ([ 9, 1]  0.001587)     ([ 9, 2]  0.001247) 
    ([ 1, 7]  0.000774)     ([ 1, 8]  0.000774)     ([ 1, 9]  0.001231)     ([ 1, 1]  0.001925)     ([ 1, 2]  0.001896) 
    ([ 2, 7]  0.001656)     ([ 2, 8]  0.002086)     ([ 2, 9]  0.001762)     ([ 2, 1]  0.001295)     ([ 2, 2]  0.001807) 
    ([ 3, 7]  0.002024)     ([ 3, 8]  0.000802)     ([ 3, 9]  0.001829)     ([ 3, 1]  0.001351)     ([ 3, 2]  0.002058) 
  }
  From:  (2, 1)  {
    ([ 9, 8]  0.001084)     ([ 9, 9]  0.000866)     ([ 9, 1]  0.001453)     ([ 9, 2]  0.001044)     ([ 9, 3]  0.001872) 
    ([ 1, 8]  0.001551)     ([ 1, 9]  0.001853)     ([ 1, 1]  0.001410)     ([ 1, 2]  0.001117)     ([ 1, 3]  0.001622) 
    ([ 2, 8]  0.001276)     ([ 2, 9]  0.001403)     ([ 2, 1]  0.000794)     ([ 2, 2]  0.001910)     ([ 2, 3]  0.001700) 
    ([ 3, 8]  0.001940)     ([ 3, 9]  0.002081)     ([ 3, 1]  0.001671)     ([ 3, 2]  0.001085)     ([ 3, 3]  0.001248) 
    ([ 4, 8]  0.001112)     ([ 4, 9]  0.000935)     ([ 4, 1]  0.000992)     ([ 4, 2]  0.002039)     ([ 4, 3]  0.000768) 
  }
  From:  (2, 2)  {
    ([ 9, 9]  0.000841)     ([ 9, 1]  0.001530)     ([ 9, 2]  0.001084)     ([ 9, 3]  0.001804)     ([ 9, 4]  0.001302) 
    ([ 1, 9]  0.001551)     ([ 1, 1]  0.001979)     ([ 1, 2]  0.001756)     ([ 1, 3]  0.001552)     ([ 1, 4]  0.001000) 
    ([ 2, 9]  0.001717)     ([ 2, 1]  0.000821)     ([ 2, 2]  0.000813)     ([ 2, 3]  0.001703)     ([ 2, 4]  0.001210) 
    ([ 3, 9]  0.000873)     ([ 3, 1]  0.001347)     ([ 3, 2]  0.001931)     ([ 3, 3]  0.001261)     ([ 3, 4]  0.001516) 
    ([ 4, 9]  0.001673)     ([ 4, 1]  0.001843)     ([ 4, 2]  0.001055)     ([ 4, 3]  0.001586)     ([ 4, 4]  0.000994) 
  }
  From:  (2, 3)  {
    ([ 9, 1]  0.001991)     ([ 9, 2]  0.001780)     ([ 9, 3]  0.001699)     ([ 9, 4]  0.000949)     ([ 9, 5]  0.001543) 
    ([ 1, 1]  0.001426)     ([ 1, 2]  0.000861)     ([ 1, 3]  0.001677)     ([ 1, 4]  0.002001)     ([ 1, 5]  0.000903) 
    ([ 2, 1]  0.000964)     ([ 2, 2]  0.001039)     ([ 2, 3]  0.001284)     ([ 2, 4]  0.000717)     ([ 2, 5]  0.000909) 
    ([ 3, 1]  0.002006)     ([ 3, 2]  0.001991)     ([ 3, 3]  0.000873)     ([ 3, 4]  0.001729)     ([ 3, 5]  0.000803) 
    ([ 4, 1]  0.001855)     ([ 4, 2]  0.001524)     ([ 4, 3]  0.001483)     ([ 4, 4]  0.001108)     ([ 4, 5]  0.002078) 
  }
  From:  (2, 4)  {
    ([ 9, 2]  0.001504)     ([ 9, 3]  0.001181)     ([ 9, 4]  0.001245)     ([ 9, 5]  0.001237)     ([ 9, 6]  0.002096) 
    ([ 1, 2]  0.000786)     ([ 1, 3]  0.001645)     ([ 1, 4]  0.001266)     ([ 1, 5]  0.001718)     ([ 1, 6]  0.001483) 
    ([ 2, 2]  0.001442)     ([ 2, 3]  0.001931)     ([ 2, 4]  0.001665)     ([ 2, 5]  0.001246)     ([ 2, 6]  0.001078) 
    ([ 3, 2]  0.001111)     ([ 3, 3]  0.001319)     ([ 3, 4]  0.001893)     ([ 3, 5]  0.001915)     ([ 3, 6]  0.001106) 
    ([ 4, 2]  0.001848)     ([ 4, 3]  0.000752)     ([ 4, 4]  0.000745)     ([ 4, 5]  0.001169)     ([ 4, 6]  0.001989) 
  }
  From:  (2, 5)  {
    ([ 9, 3]  0.001224)     ([ 9, 4]  0.000877)     ([ 9, 5]  0.001678)     ([ 9, 6]  0.001053)     ([ 9, 7]  0.001142) 
    ([ 1, 3]  0.002032)     ([ 1, 4]  0.001815)     ([ 1, 5]  0.000714)     ([ 1, 6]  0.001373)     ([ 1, 7]  0.002054) 
    ([ 2, 3]  0.001637)     ([ 2, 4]  0.001287)     ([ 2, 5]  0.001334)     ([ 2, 6]  0.001392)     ([ 2, 7]  0.001222) 
    ([ 3, 3]  0.001431)     ([ 3, 4]  0.000852)     ([ 3, 5]  0.001422)     ([ 3, 6]  0.002031)     ([ 3, 7]  0.001179) 
    ([ 4, 3]  0.000864)     ([ 4, 4]  0.001840)     ([ 4, 5]  0.001140)     ([ 4, 6]  0.001999)     ([ 4, 7]  0.001251) 
  }
  From:  (2, 6)  {
    ([ 9, 4]  0.000781)     ([ 9, 5]  0.001966)     ([ 9, 6]  0.001679)     ([ 9, 7]  0.001759)     ([ 9, 8]  0.000858) 
    ([ 1, 4]  0.001921)     ([ 1, 5]  0.001024)     ([ 1, 6]  0.001794)     ([ 1, 7]  0.001949)     ([ 1, 8]  0.001970) 
    ([ 2, 4]  0.001736)     ([ 2, 5]  0.001541)     ([ 2, 6]  0.001640)     ([ 2, 7]  0.001734)     ([ 2, 8]  0.001240) 
    ([ 3, 4]  0.001422)     ([ 3, 5]  0.000980)     ([ 3, 6]  0.001055)     ([ 3, 7]  0.001497)     ([ 3, 8]  0.001994) 
    ([ 4, 4]  0.002091)     ([ 4, 5]  0.001563)     ([ 4, 6]  0.000925)     ([ 4, 7]  0.001680)     ([ 4, 8]  0.001812) 
  }
  From:  (2, 7)  {
    ([ 9, 5]  0.001535)     ([ 9, 6]  0.001456)     ([ 9, 7]  0.001946)     ([ 9, 8]  0.001390)     ([ 9, 9]  0.000783) 
    ([ 1, 5]  0.001061)     ([ 1, 6]  0.001979)     ([ 1, 7]  0.001511)     ([ 1, 8]  0.001288)     ([ 1, 9]  0.001199) 
    ([ 2, 5]  0.001817)     ([ 2, 6]  0.002022)     ([ 2, 7]  0.001686)     ([ 2, 8]  0.001133)     ([ 2, 9]  0.001125) 
    ([ 3, 5]  0.001103)     ([ 3, 6]  0.000748)     ([ 3, 7]  0.001354)     ([ 3, 8]  0.001970)     ([ 3, 9]  0.001791) 
    ([ 4, 5]  0.002059)     ([ 4, 6]  0.001884)     ([ 4, 7]  0.001066)     ([ 4, 8]  0.001281)     ([ 4, 9]  0.001364) 
  }
  From:  (2, 8)  {
    ([ 9, 6]  0.001620)     ([ 9, 7]  0.002076)     ([ 9, 8]  0.001221)     ([ 9, 9]  0.000761)     ([ 9, 1]  0.001024) 
    ([ 1, 6]  0.001133)     ([ 1, 7]  0.001465)     ([ 1, 8]  0.001384)     ([ 1, 9]  0.001955)     ([ 1, 1]  0.000873) 
    ([ 2, 6]  0.001338)     ([ 2, 7]  0.001996)     ([ 2, 8]  0.001205)     ([ 2, 9]  0.000703)     ([ 2, 1]  0.001358) 
    ([ 3, 6]  0.001373)     ([ 3, 7]  0.001490)     ([ 3, 8]  0.001027)     ([ 3, 9]  0.001566)     ([ 3, 1]  0.001104) 
    ([ 4, 6]  0.001708)     ([ 4, 7]  0.001249)     ([ 4, 8]  0.001125)     ([ 4, 9]  0.001485)     ([ 4, 1]  0.001819) 
  }
  From:  (2, 9)  {
    ([ 9, 7]  0.001697)     ([ 9, 8]  0.000760)     ([ 9, 9]  0.000865)     ([ 9, 1]  0.001914)     ([ 9, 2]  0.000752) 
    ([ 1, 7]  0.001268)     ([ 1, 8]  0.000757)     ([ 1, 9]  0.001761)     ([ 1, 1]  0.001878)     ([ 1, 2]  0.001148) 
    ([ 2, 7]  0.001660)     ([ 2, 8]  0.000899)     ([ 2, 9]  0.000776)     ([ 2, 1]  0.000915)     ([ 2, 2]  0.001067) 
    ([ 3, 7]  0.000916)     ([ 3, 8]  0.001048)     ([ 3, 9]  0.000894)     ([ 3, 1]  0.001974)     ([ 3, 2]  0.000823) 
    ([ 4, 7]  0.001792)     ([ 4, 8]  0.001862)     ([ 4, 9]  0.001252)     ([ 4, 1]  0.001681)     ([ 4, 2]  0.001007) 
  }
  From:  (3, 1)  {
    ([ 1, 8]  0.001825)     ([ 1, 9]  0.002005)     ([ 1, 1]  0.000951)     ([ 1, 2]  0.001843)     ([ 1, 3]  0.001820) 
    ([ 2, 8]  0.001487)     ([ 2, 9]  0.001697)     ([ 2, 1]  0.001067)     ([ 2, 2]  0.001524)     ([ 2, 3]  0.001615) 
    ([ 3, 8]  0.000858)     ([ 3, 9]  0.001844)     ([ 3, 1]  0.000867)     ([ 3, 2]  0.001359)     ([ 3, 3]  0.000787) 
    ([ 4, 8]  0.001830)     ([ 4, 9]  0.001897)     ([ 4, 1]  0.001742)     ([ 4, 2]  0.001772)     ([ 4, 3]  0.001037) 
    ([ 5, 8]  0.001217)     ([ 5, 9]  0.001225)     ([ 5, 1]  0.001042)     ([ 5, 2]  0.001305)     ([ 5, 3]  0.001394) 
  }
  From:  (3, 2)  {
    ([ 1, 9]  0.000731)     ([ 1, 1]  0.001281)     ([ 1, 2]  0.001449)     ([ 1, 3]  0.001717)     ([ 1, 4]  0.001375) 
    ([ 2, 9]  0.001789)     ([ 2, 1]  0.001607)     ([ 2, 2]  0.000725)     ([ 2, 3]  0.001925)     ([ 2, 4]  0.000747) 
    ([ 3, 9]  0.001847)     ([ 3, 1]  0.001412)     ([ 3, 2]  0.000871)     ([ 3, 3]  0.000849)     ([ 3, 4]  0.000781) 
    ([ 4, 9]  0.000950)     ([ 4, 1]  0.001943)     ([ 4, 2]  0.001251)     ([ 4, 3]  0.001384)     ([ 4, 4]  0.001248) 
    ([ 5, 9]  0.001935)     ([ 5, 1]  0.001562)     ([ 5, 2]  0.001872)     ([ 5, 3]  0.001336)     ([ 5, 4]  0.002033) 
  }
  From:  (3, 3)  {
    ([ 1, 1]  0.001034)     ([ 1, 2]  0.001641)     ([ 1, 3]  0.000926)     ([ 1, 4]  0.001182)     ([ 1, 5]  0.002077) 
    ([ 2, 1]  0.001795)     ([ 2, 2]  0.001011)     ([ 2, 3]  0.000899)     ([ 2, 4]  0.001235)     ([ 2, 5]  0.000837) 
    ([ 3, 1]  0.001777)     ([ 3, 2]  0.000726)     ([ 3, 3]  0.001829)     ([ 3, 4]  0.001613)     ([ 3, 5]  0.001307) 
    ([ 4, 1]  0.001988)     ([ 4, 2]  0.001081)     ([ 4, 3]  0.001505)     ([ 4, 4]  0.001253)     ([ 4, 5]  0.001854) 
    ([ 5, 1]  0.001483)     ([ 5, 2]  0.001327)     ([ 5, 3]  0.001618)     ([ 5, 4]  0.000887)     ([ 5, 5]  0.001049) 
  }
  From:  (3, 4)  {
    ([ 1, 2]  0.000955)     ([ 1, 3]  0.001357)     ([ 1, 4]  0.001829)     ([ 1, 5]  0.001738)     ([ 1, 6]  0.001820) 
    ([ 2, 2]  0.000969)     ([ 2, 3]  0.002064)     ([ 2, 4]  0.001328)     ([ 2, 5]  0.001946)     ([ 2, 6]  0.000786) 
    ([ 3, 2]  0.000991)     ([ 3, 3]  0.001967)     ([ 3, 4]  0.000729)     ([ 3, 5]  0.001521)     ([ 3, 6]  0.001204) 
    ([ 4, 2]  0.001236)     ([ 4, 3]  0.001161)     ([ 4, 4]  0.001271)     ([ 4, 5]  0.001018)     ([ 4, 6]  0.002060) 
    ([ 5, 2]  0.001421)     ([ 5, 3]  0.001355)     ([ 5, 4]  0.001160)     ([ 5, 5]  0.001817)     ([ 5, 6]  0.001177) 
  }
  From:  (3, 5)  {
    ([ 1, 3]  0.001398)     ([ 1, 4]  0.001417)     ([ 1, 5]  0.000890)     ([ 1, 6]  0.001762)     ([ 1, 7]  0.001635) 
    ([ 2, 3]  0.001614)     ([ 2, 4]  0.001649)     ([ 2, 5]  0.001264)     ([ 2, 6]  0.001340)     ([ 2, 7]  0.002000) 
    ([ 3, 3]  0.002034)     ([ 3, 4]  0.001181)     ([ 3, 5]  0.000753)     ([ 3, 6]  0.001043)     ([ 3, 7]  0.000907) 
    ([ 4, 3]  0.000918)     ([ 4, 4]  0.001262)     ([ 4, 5]  0.001660)     ([ 4, 6]  0.001614)     ([ 4, 7]  0.001246) 
    ([ 5, 3]  0.001940)     ([ 5, 4]  0.001027)     ([ 5, 5]  0.001256)     ([ 5, 6]  0.001649)     ([ 5, 7]  0.001822) 
  }
  From:  (3, 6)  {
    ([ 1, 4]  0.001769)     ([ 1, 5]  0.001023)     ([ 1, 6]  0.001794)     ([ 1, 7]  0.001945)     ([ 1, 8]  0.000995) 
    ([ 2, 4]  0.001718)     ([ 2, 5]  0.001966)     ([ 2, 6]  0.001007)     ([ 2, 7]  0.001703)     ([ 2, 8]  0.000748) 
    ([ 3, 4]  0.001621)     ([ 3, 5]  0.001422)     ([ 3, 6]  0.001552)     ([ 3, 7]  0.001589)     ([ 3, 8]  0.001358) 
    ([ 4, 4]  0.000906)     ([ 4, 5]  0.001770)     ([ 4, 6]  0.000990)     ([ 4, 7]  0.001472)     ([ 4, 8]  0.001416) 
    ([ 5, 4]  0.001678)     ([ 5, 5]  0.000746)     ([ 5, 6]  0.001852)     ([ 5, 7]  0.001112)     ([ 5, 8]  0.001737) 
  }
  From:  (3, 7)  {
    ([ 1, 5]  0.000914)     ([ 1, 6]  0.000986)     ([ 1, 7]  0.001107)     ([ 1, 8]  0.001224)     ([ 1, 9]  0.001603) 
    ([ 2, 5]  0.001931)     ([ 2, 6]  0.000811)     ([ 2, 7]  0.001126)     ([ 2, 8]  0.001284)     ([ 2, 9]  0.000759) 
    ([ 3, 5]  0.001366)     ([ 3, 6]  0.001925)     ([ 3, 7]  0.000922)     ([ 3, 8]  0.000895)     ([ 3, 9]  0.001006) 
    ([ 4, 5]  0.000718)     ([ 4, 6]  0.001600)     ([ 4, 7]  0.001519)     ([ 4, 8]  0.001106)     ([ 4, 9]  0.001360) 
    ([ 5, 5]  0.001189)     ([ 5, 6]  0.000995)     ([ 5, 7]  0.001686)     ([ 5, 8]  0.001006)     ([ 5, 9]  0.001367) 
  }
  From:  (3, 8)  {
    ([ 1, 6]  0.001092)     ([ 1, 7]  0.001274)     ([ 1, 8]  0.001766)     ([ 1, 9]  0.001047)     ([ 1, 1]  0.001832) 
    ([ 2, 6]  0.001773)     ([ 2, 7]  0.001980)     ([ 2, 8]  0.001926)     ([ 2, 9]  0.000889)     ([ 2, 1]  0.000938) 
    ([ 3, 6]  0.001907)     ([ 3, 7]  0.000809)     ([ 3, 8]  0.001618)     ([ 3, 9]  0.001155)     ([ 3, 1]  0.002005) 
    ([ 4, 6]  0.001697)     ([ 4, 7]  0.001141)     ([ 4, 8]  0.001357)     ([ 4, 9]  0.001408)     ([ 4, 1]  0.002027) 
    ([ 5, 6]  0.000867)     ([ 5, 7]  0.001329)     ([ 5, 8]  0.001007)     ([ 5, 9]  0.001153)     ([ 5, 1]  0.001307) 
  }
  From:  (3, 9)  {
    ([ 1, 7]  0.001944)     ([ 1, 8]  0.001701)     ([ 1, 9]  0.002077)     ([ 1, 1]  0.001225)     ([ 1, 2]  0.001714) 
    ([ 2, 7]  0.001945)     ([ 2, 8]  0.000951)     ([ 2, 9]  0.001797)     ([ 2, 1]  0.002019)     ([ 2, 2]  0.001001) 
    ([ 3, 7]  0.001101)     ([ 3, 8]  0.001525)     ([ 3, 9]  0.000870)     ([ 3, 1]  0.001941)     ([ 3, 2]  0.001121) 
    ([ 4, 7]  0.001582)     ([ 4, 8]  0.001190)     ([ 4, 9]  0.001488)     ([ 4, 1]  0.001419)     ([ 4, 2]  0.001353) 
    ([ 5, 7]  0.001880)     ([ 5, 8]  0.000995)     ([ 5, 9]  0.000977)     ([ 5, 1]  0.002055)     ([ 5, 2]  0.001925) 
  }
  From:  (4, 1)  {
    ([ 2, 8]  0.001830)     ([ 2, 9]  0.001854)     ([ 2, 1]  0.000880)     ([ 2, 2]  0.001125)     ([ 2, 3]  0.002032) 
    ([ 3, 8]  0.002095)     ([ 3, 9]  0.001678)     ([ 3, 1]  0.002002)     ([ 3, 2]  0.000903)     ([ 3, 3]  0.001909) 
    ([ 4, 8]  0.000993)     ([ 4, 9]  0.001706)     ([ 4, 1]  0.000817)     ([ 4, 2]  0.001279)     ([ 4, 3]  0.001433) 
    ([ 5, 8]  0.001104)     ([ 5, 9]  0.001968)     ([ 5, 1]  0.001894)     ([ 5, 2]  0.001601)     ([ 5, 3]  0.001240) 
    ([ 6, 8]  0.002022)     ([ 6, 9]  0.002089)     ([ 6, 1]  0.001996)     ([ 6, 2]  0.000838)     ([ 6, 3]  0.002038) 
  }
  From:  (4, 2)  {
    ([ 2, 9]  0.001564)     ([ 2, 1]  0.000725)     ([ 2, 2]  0.000795)     ([ 2, 3]  0.001026)     ([ 2, 4]  0.000861) 
    ([ 3, 9]  0.001816)     ([ 3, 1]  0.001664)     ([ 3, 2]  0.001426)     ([ 3, 3]  0.001412)     ([ 3, 4]  0.001451) 
    ([ 4, 9]  0.001945)     ([ 4, 1]  0.001304)     ([ 4, 2]  0.001324)     ([ 4, 3]  0.001277)     ([ 4, 4]  0.001481) 
    ([ 5, 9]  0.000829)     ([ 5, 1]  0.001170)     ([ 5, 2]  0.001788)     ([ 5, 3]  0.001888)     ([ 5, 4]  0.001169) 
    ([ 6, 9]  0.000986)     ([ 6, 1]  0.001957)     ([ 6, 2]  0.001491)     ([ 6, 3]  0.001546)     ([ 6, 4]  0.001893) 
  }
  From:  (4, 3)  {
    ([ 2, 1]  0.000820)     ([ 2, 2]  0.001378)     ([ 2, 3]  0.000794)     ([ 2, 4]  0.001232)     ([ 2, 5]  0.001065) 
    ([ 3, 1]  0.001812)     ([ 3, 2]  0.000791)     ([ 3, 3]  0.001048)     ([ 3, 4]  0.001689)     ([ 3, 5]  0.000715) 
    ([ 4, 1]  0.000951)     ([ 4, 2]  0.000917)     ([ 4, 3]  0.001967)     ([ 4, 4]  0.001490)     ([ 4, 5]  0.001514) 
    ([ 5, 1]  0.001449)     ([ 5, 2]  0.001460)     ([ 5, 3]  0.001824)     ([ 5, 4]  0.001694)     ([ 5, 5]  0.001902) 
    ([ 6, 1]  0.001739)     ([ 6, 2]  0.001745)     ([ 6, 3]  0.001416)     ([ 6, 4]  0.001308)     ([ 6, 5]  0.001796) 
  }
  From:  (4, 4)  {
    ([ 2, 2]  0.001643)     ([ 2, 3]  0.001363)     ([ 2, 4]  0.001432)     ([ 2, 5]  0.001391)     ([ 2, 6]  0.000876) 
    ([ 3, 2]  0.001663)     ([ 3, 3]  0.001550)     ([ 3, 4]  0.000827)     ([ 3, 5]  0.001467)     ([ 3, 6]  0.000706) 
    ([ 4, 2]  0.001143)     ([ 4, 3]  0.000905)     ([ 4, 4]  0.001115)     ([ 4, 5]  0.001712)     ([ 4, 6]  0.001676) 
    ([ 5, 2]  0.001425)     ([ 5, 3]  0.002085)     ([ 5, 4]  0.001364)     ([ 5, 5]  0.001230)     ([ 5, 6]  0.001265) 
    ([ 6, 2]  0.000850)     ([ 6, 3]  0.000825)     ([ 6, 4]  0.001532)     ([ 6, 5]  0.000997)     ([ 6, 6]  0.000931) 
  }
  From:  (4, 5)  {
    ([ 2, 3]  0.001476)     ([ 2, 4]  0.001969)     ([ 2, 5]  0.000714)     ([ 2, 6]  0.002047)     ([ 2, 7]  0.000927) 
    ([ 3, 3]  0.002078)     ([ 3, 4]  0.001579)     ([ 3, 5]  0.001704)     ([ 3, 6]  0.001614)     ([ 3, 7]  0.001982) 
    ([ 4, 3]  0.001466)     ([ 4, 4]  0.001469)     ([ 4, 5]  0.000955)     ([ 4, 6]  0.002062)     ([ 4, 7]  0.001429) 
    ([ 5, 3]  0.001450)     ([ 5, 4]  0.001951)     ([ 5, 5]  0.001410)     ([ 5, 6]  0.001780)     ([ 5, 7]  0.001161) 
    ([ 6, 3]  0.001906)     ([ 6, 4]  0.001236)     ([ 6, 5]  0.000955)     ([ 6, 6]  0.000942)     ([ 6, 7]  0.000882) 
  }
  From:  (4, 6)  {
    ([ 2, 4]  0.001936)     ([ 2, 5]  0.000789)     ([ 2, 6]  0.001501)     ([ 2, 7]  0.000756)     ([ 2, 8]  0.002039) 
    ([ 3, 4]  0.001373)     ([ 3, 5]  0.001377)     ([ 3, 6]  0.000929)     ([ 3, 7]  0.001070)     ([ 3, 8]  0.001158) 
    ([ 4, 4]  0.001084)     ([ 4, 5]  0.000909)     ([ 4, 6]  0.002070)     ([ 4, 7]  0.001743)     ([ 4, 8]  0.001277) 
    ([ 5, 4]  0.001495)     ([ 5, 5]  0.000896)     ([ 5, 6]  0.001050)     ([ 5, 7]  0.000885)     ([ 5, 8]  0.001952) 
    ([ 6, 4]  0.000883)     ([ 6, 5]  0.000740)     ([ 6, 6]  0.000786)     ([ 6, 7]  0.001087)     ([ 6, 8]  0.001950) 
  }
  From:  (4, 7)  {
    ([ 2, 5]  0.001984)     ([ 2, 6]  0.001884)     ([ 2, 7]  0.002070)     ([ 2, 8]  0.001249)     ([ 2, 9]  0.001893) 
    ([ 3, 5]  0.001425)     ([ 3, 6]  0.000966)     ([ 3, 7]  0.001518)     ([ 3, 8]  0.000921)     ([ 3, 9]  0.001654) 
    ([ 4, 5]  0.001613)     ([ 4, 6]  0.001058)     ([ 4, 7]  0.001711)     ([ 4, 8]  0.001920)     ([ 4, 9]  0.001636) 
    ([ 5, 5]  0.001268)     ([ 5, 6]  0.001158)     ([ 5, 7]  0.001869)     ([ 5, 8]  0.001260)     ([ 5, 9]  0.000719) 
    ([ 6, 5]  0.001949)     ([ 6, 6]  0.001042)     ([ 6, 7]  0.000964)     ([ 6, 8]  0.001016)     ([ 6, 9]  0.000990) 
  }
  From:  (4, 8)  {
    ([ 2, 6]  0.000869)     ([ 2, 7]  0.001820)     ([ 2, 8]  0.001896)     ([ 2, 9]  0.002060)     ([ 2, 1]  0.001090) 
    ([ 3, 6]  0.001308)     ([ 3, 7]  0.001687)     ([ 3, 8]  0.000993)     ([ 3, 9]  0.001112)     ([ 3, 1]  0.001939) 
    ([ 4, 6]  0.001850)     ([ 4, 7]  0.002079)     ([ 4, 8]  0.002017)     ([ 4, 9]  0.001041)     ([ 4, 1]  0.001322) 
    ([ 5, 6]  0.000708)     ([ 5, 7]  0.001765)     ([ 5, 8]  0.000890)     ([ 5, 9]  0.001531)     ([ 5, 1]  0.001542) 
    ([ 6, 6]  0.000788)     ([ 6, 7]  0.001200)     ([ 6, 8]  0.002072)     ([ 6, 9]  0.001843)     ([ 6, 1]  0.001983) 
  }
  From:  (4, 9)  {
    ([ 2, 7]  0.001430)     ([ 2, 8]  0.001073)     ([ 2, 9]  0.001343)     ([ 2, 1]  0.001439)     ([ 2, 2]  0.001486) 
    ([ 3, 7]  0.001437)     ([ 3, 8]  0.000964)     ([ 3, 9]  0.001842)     ([ 3, 1]  0.001979)     ([ 3, 2]  0.001867) 
    ([ 4, 7]  0.001385)     ([ 4, 8]  0.000848)     ([ 4, 9]  0.001737)     ([ 4, 1]  0.001864)     ([ 4, 2]  0.001933) 
    ([ 5, 7]  0.000712)     ([ 5, 8]  0.001687)     ([ 5, 9]  0.001188)     ([ 5, 1]  0.001129)     ([ 5, 2]  0.001013) 
    ([ 6, 7]  0.001244)     ([ 6, 8]  0.001075)     ([ 6, 9]  0.001308)     ([ 6, 1]  0.001301)     ([ 6, 2]  0.001547) 
  }
  From:  (5, 1)  {
    ([ 3, 8]  0.001076)     ([ 3, 9]  0.001079)     ([ 3, 1]  0.001173)     ([ 3, 2]  0.000980)     ([ 3, 3]  0.001193) 
    ([ 4, 8]  0.001033)     ([ 4, 9]  0.000946)     ([ 4, 1]  0.000839)     ([ 4, 2]  0.000915)     ([ 4, 3]  0.001680) 
    ([ 5, 8]  0.001011)     ([ 5, 9]  0.000879)     ([ 5, 1]  0.001517)     ([ 5, 2]  0.001511)     ([ 5, 3]  0.000819) 
    ([ 6, 8]  0.001573)     ([ 6, 9]  0.001407)     ([ 6, 1]  0.001915)     ([ 6, 2]  0.002019)     ([ 6, 3]  0.001040) 
    ([ 7, 8]  0.000864)     ([ 7, 9]  0.001649)     ([ 7, 1]  0.002014)     ([ 7, 2]  0.001080)     ([ 7, 3]  0.001743) 
  }
  From:  (5, 2)  {
    ([ 3, 9]  0.001815)     ([ 3, 1]  0.001444)     ([ 3, 2]  0.001883)     ([ 3, 3]  0.000875)     ([ 3, 4]  0.001030) 
    ([ 4, 9]  0.001428)     ([ 4, 1]  0.001560)     ([ 4, 2]  0.001722)     ([ 4, 3]  0.000809)     ([ 4, 4]  0.001498) 
    ([ 5, 9]  0.001509)     ([ 5, 1]  0.001623)     ([ 5, 2]  0.000704)     ([ 5, 3]  0.001691)     ([ 5, 4]  0.001618) 
    ([ 6, 9]  0.002094)     ([ 6, 1]  0.001600)     ([ 6, 2]  0.001617)     ([ 6, 3]  0.001756)     ([ 6, 4]  0.001058) 
    ([ 7, 9]  0.001950)     ([ 7, 1]  0.001715)     ([ 7, 2]  0.001362)     ([ 7, 3]  0.000756)     ([ 7, 4]  0.001944) 
  }
  From:  (5, 3)  {
    ([ 3, 1]  0.002033)     ([ 3, 2]  0.001646)     ([ 3, 3]  0.001169)     ([ 3, 4]  0.001221)     ([ 3, 5]  0.000883) 
    ([ 4, 1]  0.001765)     ([ 4, 2]  0.001616)     ([ 4, 3]  0.001837)     ([ 4, 4]  0.000930)     ([ 4, 5]  0.000738) 
    ([ 5, 1]  0.001224)     ([ 5, 2]  0.001782)     ([ 5, 3]  0.001454)     ([ 5, 4]  0.002049)     ([ 5, 5]  0.001609) 
    ([ 6, 1]  0.001322)     ([ 6, 2]  0.000985)     ([ 6, 3]  0.001691)     ([ 6, 4]  0.001596)     ([ 6, 5]  0.001748) 
    ([ 7, 1]  0.000805)     ([ 7, 2]  0.001628)     ([ 7, 3]  0.000843)     ([ 7, 4]  0.001718)     ([ 7, 5]  0.002025) 
  }
  From:  (5, 4)  {
    ([ 3, 2]  0.001415)     ([ 3, 3]  0.000830)     ([ 3, 4]  0.000894)     ([ 3, 5]  0.000778)     ([ 3, 6]  0.001745) 
    ([ 4, 2]  0.001885)     ([ 4, 3]  0.001387)     ([ 4, 4]  0.001110)     ([ 4, 5]  0.001866)     ([ 4, 6]  0.001470) 
    ([ 5, 2]  0.001986)     ([ 5, 3]  0.001157)     ([ 5, 4]  0.002072)     ([ 5, 5]  0.001807)     ([ 5, 6]  0.001764) 
    ([ 6, 2]  0.000986)     ([ 6, 3]  0.001604)     ([ 6, 4]  0.001423)     ([ 6, 5]  0.000775)     ([ 6, 6]  0.001296) 
    ([ 7, 2]  0.001766)     ([ 7, 3]  0.001132)     ([ 7, 4]  0.002028)     ([ 7, 5]  0.001205)     ([ 7, 6]  0.001647) 
  }
  From:  (5, 5)  {
    ([ 3, 3]  0.000827)     ([ 3, 4]  0.001035)     ([ 3, 5]  0.001022)     ([ 3, 6]  0.001317)     ([ 3, 7]  0.000710) 
    ([ 4, 3]  0.001185)     ([ 4, 4]  0.001697)     ([ 4, 5]  0.001237)     ([ 4, 6]  0.001960)     ([ 4, 7]  0.001735) 
    ([ 5, 3]  0.001902)     ([ 5, 4]  0.001425)     ([ 5, 5]  0.000760)     ([ 5, 6]  0.001551)     ([ 5, 7]  0.000866) 
    ([ 6, 3]  0.000822)     ([ 6, 4]  0.001710)     ([ 6, 5]  0.001534)     ([ 6, 6]  0.001489)     ([ 6, 7]  0.001976) 
    ([ 7, 3]  0.001339)     ([ 7, 4]  0.001318)     ([ 7, 5]  0.001585)     ([ 7, 6]  0.001720)     ([ 7, 7]  0.000963) 
  }
  From:  (5, 6)  {
    ([ 3, 4]  0.000766)     ([ 3, 5]  0.001090)     ([ 3, 6]  0.001685)     ([ 3, 7]  0.001680)     ([ 3, 8]  0.001251) 
    ([ 4, 4]  0.001995)     ([ 4, 5]  0.000914)     ([ 4, 6]  0.000962)     ([ 4, 7]  0.001105)     ([ 4, 8]  0.001918) 
    ([ 5, 4]  0.002011)     ([ 5, 5]  0.000954)     ([ 5, 6]  0.000981)     ([ 5, 7]  0.001102)     ([ 5, 8]  0.000931) 
    ([ 6, 4]  0.001239)     ([ 6, 5]  0.000848)     ([ 6, 6]  0.001638)     ([ 6, 7]  0.001751)     ([ 6, 8]  0.001269) 
    ([ 7, 4]  0.001430)     ([ 7, 5]  0.001852)     ([ 7, 6]  0.001779)     ([ 7, 7]  0.001228)     ([ 7, 8]  0.001809) 
  }
  From:  (5, 7)  {
    ([ 3, 5]  0.001987)     ([ 3, 6]  0.001069)     ([ 3, 7]  0.001355)     ([ 3, 8]  0.001005)     ([ 3, 9]  0.001413) 
    ([ 4, 5]  0.000994)     ([ 4, 6]  0.000903)     ([ 4, 7]  0.002007)     ([ 4, 8]  0.001020)     ([ 4, 9]  0.001800) 
    ([ 5, 5]  0.001872)     ([ 5, 6]  0.001448)     ([ 5, 7]  0.001751)     ([ 5, 8]  0.001328)     ([ 5, 9]  0.000975) 
    ([ 6, 5]  0.001766)     ([ 6, 6]  0.001896)     ([ 6, 7]  0.001171)     ([ 6, 8]  0.001523)     ([ 6, 9]  0.001305) 
    ([ 7, 5]  0.001833)     ([ 7, 6]  0.001787)     ([ 7, 7]  0.001946)     ([ 7, 8]  0.001993)     ([ 7, 9]  0.001679) 
  }
  From:  (5, 8)  {
    ([ 3, 6]  0.001967)     ([ 3, 7]  0.001326)     ([ 3, 8]  0.001869)     ([ 3, 9]  0.001159)     ([ 3, 1]  0.001159) 
    ([ 4, 6]  0.000848)     ([ 4, 7]  0.001744)     ([ 4, 8]  0.001624)     ([ 4, 9]  0.001879)     ([ 4, 1]  0.001397) 
    ([ 5, 6]  0.001513)     ([ 5, 7]  0.001836)     ([ 5, 8]  0.000952)     ([ 5, 9]  0.001428)     ([ 5, 1]  0.001571) 
    ([ 6, 6]  0.000840)     ([ 6, 7]  0.001980)     ([ 6, 8]  0.001214)     ([ 6, 9]  0.001392)     ([ 6, 1]  0.002082) 
    ([ 7, 6]  0.001546)     ([ 7, 7]  0.001173)     ([ 7, 8]  0.000873)     ([ 7, 9]  0.000985)     ([ 7, 1]  0.001801) 
  }
  From:  (5, 9)  {
    ([ 3, 7]  0.000782)     ([ 3, 8]  0.001549)     ([ 3, 9]  0.001442)     ([ 3, 1]  0.000814)     ([ 3, 2]  0.001278) 
    ([ 4, 7]  0.001456)     ([ 4, 8]  0.001670)     ([ 4, 9]  0.001864)     ([ 4, 1]  0.001329)     ([ 4, 2]  0.001034) 
    ([ 5, 7]  0.001339)     ([ 5, 8]  0.001882)     ([ 5, 9]  0.001196)     ([ 5, 1]  0.001182)     ([ 5, 2]  0.001218) 
    ([ 6, 7]  0.001192)     ([ 6, 8]  0.001182)     ([ 6, 9]  0.001681)     ([ 6, 1]  0.001508)     ([ 6, 2]  0.002051) 
    ([ 7, 7]  0.000737)     ([ 7, 8]  0.000863)     ([ 7, 9]  0.001336)     ([ 7, 1]  0.000737)     ([ 7, 2]  0.001439) 
  }
  From:  (6, 1)  {
    ([ 4, 8]  0.001503)     ([ 4, 9]  0.001525)     ([ 4, 1]  0.000787)     ([ 4, 2]  0.001275)     ([ 4, 3]  0.002100) 
    ([ 5, 8]  0.001484)     ([ 5, 9]  0.001540)     ([ 5, 1]  0.001479)     ([ 5, 2]  0.000897)     ([ 5, 3]  0.000744) 
    ([ 6, 8]  0.002086)     ([ 6, 9]  0.001914)     ([ 6, 1]  0.001691)     ([ 6, 2]  0.001654)     ([ 6, 3]  0.001794) 
    ([ 7, 8]  0.000791)     ([ 7, 9]  0.000929)     ([ 7, 1]  0.001679)     ([ 7, 2]  0.001528)     ([ 7, 3]  0.001591) 
    ([ 8, 8]  0.001053)     ([ 8, 9]  0.001736)     ([ 8, 1]  0.001294)     ([ 8, 2]  0.001695)     ([ 8, 3]  0.001313) 
  }
  From:  (6, 2)  {
    ([ 4, 9]  0.001545)     ([ 4, 1]  0.001711)     ([ 4, 2]  0.001275)     ([ 4, 3]  0.001548)     ([ 4, 4]  0.001180) 
    ([ 5, 9]  0.000991)     ([ 5, 1]  0.001730)     ([ 5, 2]  0.000774)     ([ 5, 3]  0.000823)     ([ 5, 4]  0.001502) 
    ([ 6, 9]  0.000798)     ([ 6, 1]  0.000818)     ([ 6, 2]  0.001427)     ([ 6, 3]  0.002002)     ([ 6, 4]  0.001051) 
    ([ 7, 9]  0.001823)     ([ 7, 1]  0.001484)     ([ 7, 2]  0.001988)     ([ 7, 3]  0.001804)     ([ 7, 4]  0.000968) 
    ([ 8, 9]  0.001822)     ([ 8, 1]  0.001517)     ([ 8, 2]  0.000882)     ([ 8, 3]  0.001192)     ([ 8, 4]  0.001504) 
  }
  From:  (6, 3)  {
    ([ 4, 1]  0.001055)     ([ 4, 2]  0.002008)     ([ 4, 3]  0.001765)     ([ 4, 4]  0.001038)     ([ 4, 5]  0.001444) 
    ([ 5, 1]  0.001654)     ([ 5, 2]  0.002030)     ([ 5, 3]  0.001792)     ([ 5, 4]  0.001333)     ([ 5, 5]  0.000706) 
    ([ 6, 1]  0.001070)     ([ 6, 2]  0.001891)     ([ 6, 3]  0.002083)     ([ 6, 4]  0.001857)     ([ 6, 5]  0.000730) 
    ([ 7, 1]  0.001960)     ([ 7, 2]  0.002076)     ([ 7, 3]  0.000889)     ([ 7, 4]  0.001280)     ([ 7, 5]  0.000935) 
    ([ 8, 1]  0.001347)     ([ 8, 2]  0.002075)     ([ 8, 3]  0.001745)     ([ 8, 4]  0.001759)     ([ 8, 5]  0.001617) 
  }
  From:  (6, 4)  {
    ([ 4, 2]  0.002032)     ([ 4, 3]  0.001512)     ([ 4, 4]  0.001943)     ([ 4, 5]  0.001014)     ([ 4, 6]  0.000979) 
    ([ 5, 2]  0.001662)     ([ 5, 3]  0.001692)     ([ 5, 4]  0.000742)     ([ 5, 5]  0.001513)     ([ 5, 6]  0.001316) 
    ([ 6, 2]  0.002037)     ([ 6, 3]  0.001692)     ([ 6, 4]  0.001523)     ([ 6, 5]  0.001667)     ([ 6, 6]  0.000750) 
    ([ 7, 2]  0.001748)     ([ 7, 3]  0.001140)     ([ 7, 4]  0.001402)     ([ 7, 5]  0.001583)     ([ 7, 6]  0.001591) 
    ([ 8, 2]  0.001028)     ([ 8, 3]  0.001274)     ([ 8, 4]  0.001275)     ([ 8, 5]  0.000870)     ([ 8, 6]  0.001592) 
  }
  From:  (6, 5)  {
    ([ 4, 3]  0.000939)     ([ 4, 4]  0.001868)     ([ 4, 5]  0.001085)     ([ 4, 6]  0.001516)     ([ 4, 7]  0.001692) 
    ([ 5, 3]  0.001590)     ([ 5, 4]  0.001851)     ([ 5, 5]  0.001124)     ([ 5, 6]  0.001652)     ([ 5, 7]  0.001197) 
    ([ 6, 3]  0.001119)     ([ 6, 4]  0.001802)     ([ 6, 5]  0.001372)     ([ 6, 6]  0.001528)     ([ 6, 7]  0.001899) 
    ([ 7, 3]  0.001297)     ([ 7, 4]  0.001325)     ([ 7, 5]  0.000724)     ([ 7, 6]  0.001264)     ([ 7, 7]  0.000839) 
    ([ 8, 3]  0.001042)     ([ 8, 4]  0.000985)     ([ 8, 5]  0.001359)     ([ 8, 6]  0.000952)     ([ 8, 7]  0.001596) 
  }
  From:  (6, 6)  {
    ([ 4, 4]  0.001415)     ([ 4, 5]  0.001739)     ([ 4, 6]  0.001434)     ([ 4, 7]  0.001324)     ([ 4, 8]  0.001875) 
    ([ 5, 4]  0.002003)     ([ 5, 5]  0.001723)     ([ 5, 6]  0.001529)     ([ 5, 7]  0.001601)     ([ 5, 8]  0.001680) 
    ([ 6, 4]  0.001998)     ([ 6, 5]  0.000740)     ([ 6, 6]  0.001998)     ([ 6, 7]  0.001818)     ([ 6, 8]  0.001059) 
    ([ 7, 4]  0.002091)     ([ 7, 5]  0.000978)     ([ 7, 6]  0.001254)     ([ 7, 7]  0.001453)     ([ 7, 8]  0.001886) 
    ([ 8, 4]  0.001049)     ([ 8, 5]  0.001882)     ([ 8, 6]  0.002074)     ([ 8, 7]  0.001590)     ([ 8, 8]  0.001245) 
  }
  From:  (6, 7)  {
    ([ 4, 5]  0.001213)     ([ 4, 6]  0.000790)     ([ 4, 7]  0.000801)     ([ 4, 8]  0.000828)     ([ 4, 9]  0.001735) 
    ([ 5, 5]  0.000919)     ([ 5, 6]  0.001387)     ([ 5, 7]  0.000939)     ([ 5, 8]  0.001663)     ([ 5, 9]  0.002091) 
    ([ 6, 5]  0.000893)     ([ 6, 6]  0.001312)     ([ 6, 7]  0.001955)     ([ 6, 8]  0.001984)     ([ 6, 9]  0.001482) 
    ([ 7, 5]  0.001492)     ([ 7, 6]  0.000993)     ([ 7, 7]  0.001398)     ([ 7, 8]  0.001438)     ([ 7, 9]  0.001698) 
    ([ 8, 5]  0.001640)     ([ 8, 6]  0.001737)     ([ 8, 7]  0.001228)     ([ 8, 8]  0.000736)     ([ 8, 9]  0.001288) 
  }
  From:  (6, 8)  {
    ([ 4, 6]  0.001105)     ([ 4, 7]  0.001292)     ([ 4, 8]  0.001012)     ([ 4, 9]  0.001074)     ([ 4, 1]  0.002046) 
    ([ 5, 6]  0.001184)     ([ 5, 7]  0.001570)     ([ 5, 8]  0.001630)     ([ 5, 9]  0.001391)     ([ 5, 1]  0.001228) 
    ([ 6, 6]  0.001617)     ([ 6, 7]  0.001046)     ([ 6, 8]  0.001878)     ([ 6, 9]  0.001104)     ([ 6, 1]  0.001443) 
    ([ 7, 6]  0.001967)     ([ 7, 7]  0.001014)     ([ 7, 8]  0.000782)     ([ 7, 9]  0.001875)     ([ 7, 1]  0.002009) 
    ([ 8, 6]  0.001940)     ([ 8, 7]  0.001874)     ([ 8, 8]  0.000939)     ([ 8, 9]  0.000907)     ([ 8, 1]  0.000789) 
  }
  From:  (6, 9)  {
    ([ 4, 7]  0.001808)     ([ 4, 8]  0.001185)     ([ 4, 9]  0.001026)     ([ 4, 1]  0.001131)     ([ 4, 2]  0.000817) 
    ([ 5, 7]  0.001942)     ([ 5, 8]  0.001303)     ([ 5, 9]  0.001194)     ([ 5, 1]  0.001632)     ([ 5, 2]  0.001351) 
    ([ 6, 7]  0.002015)     ([ 6, 8]  0.001898)     ([ 6, 9]  0.001545)     ([ 6, 1]  0.001097)     ([ 6, 2]  0.002062) 
    ([ 7, 7]  0.001689)     ([ 7, 8]  0.001176)     ([ 7, 9]  0.001732)     ([ 7, 1]  0.001718)     ([ 7, 2]  0.001135) 
    ([ 8, 7]  0.001141)     ([ 8, 8]  0.001590)     ([ 8, 9]  0.001303)     ([ 8, 1]  0.001384)     ([ 8, 2]  0.001188) 
  }
  From:  (7, 1)  {
    ([ 5, 8]  0.001040)     ([ 5, 9]  0.001489)     ([ 5, 1]  0.001272)     ([ 5, 2]  0.001298)     ([ 5, 3]  0.002030) 
    ([ 6, 8]  0.000990)     ([ 6, 9]  0.000804)     ([ 6, 1]  0.000825)     ([ 6, 2]  0.001382)     ([ 6, 3]  0.001973) 
    ([ 7, 8]  0.001596)     ([ 7, 9]  0.001179)     ([ 7, 1]  0.000966)     ([ 7, 2]  0.000903)     ([ 7, 3]  0.001278) 
    ([ 8, 8]  0.001314)     ([ 8, 9]  0.001026)     ([ 8, 1]  0.002066)     ([ 8, 2]  0.000733)     ([ 8, 3]  0.001942) 
    ([ 9, 8]  0.001204)     ([ 9, 9]  0.001313)     ([ 9, 1]  0.000993)     ([ 9, 2]  0.002042)     ([ 9, 3]  0.001274) 
  }
  From:  (7, 2)  {
    ([ 5, 9]  0.001191)     ([ 5, 1]  0.001844)     ([ 5, 2]  0.000916)     ([ 5, 3]  0.001246)     ([ 5, 4]  0.002011) 
    ([ 6, 9]  0.001055)     ([ 6, 1]  0.001681)     ([ 6, 2]  0.001395)     ([ 6, 3]  0.000781)     ([ 6, 4]  0.001668) 
    ([ 7, 9]  0.001547)     ([ 7, 1]  0.000981)     ([ 7, 2]  0.000800)     ([ 7, 3]  0.001098)     ([ 7, 4]  0.000832) 
    ([ 8, 9]  0.001212)     ([ 8, 1]  0.000991)     ([ 8, 2]  0.001024)     ([ 8, 3]  0.001443)     ([ 8, 4]  0.001927) 
    ([ 9, 9]  0.001912)     ([ 9, 1]  0.001334)     ([ 9, 2]  0.001776)     ([ 9, 3]  0.001162)     ([ 9, 4]  0.001702) 
  }
  From:  (7, 3)  {
    ([ 5, 1]  0.001008)     ([ 5, 2]  0.001201)     ([ 5, 3]  0.001368)     ([ 5, 4]  0.001106)     ([ 5, 5]  0.001320) 
    ([ 6, 1]  0.001332)     ([ 6, 2]  0.001650)     ([ 6, 3]  0.001919)     ([ 6, 4]  0.001475)     ([ 6, 5]  0.001850) 
    ([ 7, 1]  0.000998)     ([ 7, 2]  0.001629)     ([ 7, 3]  0.001187)     ([ 7, 4]  0.000935)     ([ 7, 5]  0.001502) 
    ([ 8, 1]  0.001165)     ([ 8, 2]  0.001038)     ([ 8, 3]  0.001693)     ([ 8, 4]  0.000924)     ([ 8, 5]  0.001644) 
    ([ 9, 1]  0.001033)     ([ 9, 2]  0.001427)     ([ 9, 3]  0.000974)     ([ 9, 4]  0.002080)     ([ 9, 5]  0.001397) 
  }
  From:  (7, 4)  {
    ([ 5, 2]  0.000915)     ([ 5, 3]  0.001487)     ([ 5, 4]  0.001973)     ([ 5, 5]  0.001540)     ([ 5, 6]  0.001116) 
    ([ 6, 2]  0.001937)     ([ 6, 3]  0.001604)     ([ 6, 4]  0.001025)     ([ 6, 5]  0.001146)     ([ 6, 6]  0.001794) 
    ([ 7, 2]  0.001515)     ([ 7, 3]  0.001497)     ([ 7, 4]  0.000844)     ([ 7, 5]  0.001460)     ([ 7, 6]  0.001924) 
    ([ 8, 2]  0.001296)     ([ 8, 3]  0.001556)     ([ 8, 4]  0.001548)     ([ 8, 5]  0.001966)     ([ 8, 6]  0.001156) 
    ([ 9, 2]  0.000728)     ([ 9, 3]  0.001692)     ([ 9, 4]  0.001688)     ([ 9, 5]  0.001363)     ([ 9, 6]  0.000911) 
  }
  From:  (7, 5)  {
    ([ 5, 3]  0.000787)     ([ 5, 4]  0.001512)     ([ 5, 5]  0.001621)     ([ 5, 6]  0.001719)     ([ 5, 7]  0.001918) 
    ([ 6, 3]  0.001444)     ([ 6, 4]  0.001238)     ([ 6, 5]  0.001869)     ([ 6, 6]  0.000761)     ([ 6, 7]  0.001675) 
    ([ 7, 3]  0.001630)     ([ 7, 4]  0.001533)     ([ 7, 5]  0.000744)     ([ 7, 6]  0.001760)     ([ 7, 7]  0.000815) 
    ([ 8, 3]  0.001015)     ([ 8, 4]  0.000978)     ([ 8, 5]  0.001867)     ([ 8, 6]  0.001631)     ([ 8, 7]  0.001727) 
    ([ 9, 3]  0.000903)     ([ 9, 4]  0.001887)     ([ 9, 5]  0.001706)     ([ 9, 6]  0.001900)     ([ 9, 7]  0.001329) 
  }
  From:  (7, 6)  {
    ([ 5, 4]  0.000777)     ([ 5, 5]  0.000810)     ([ 5, 6]  0.001615)     ([ 5, 7]  0.000734)     ([ 5, 8]  0.000755) 
    ([ 6, 4]  0.001577)     ([ 6, 5]  0.001644)     ([ 6, 6]  0.001587)     ([ 6, 7]  0.001358)     ([ 6, 8]  0.000946) 
    ([ 7, 4]  0.001569)     ([ 7, 5]  0.001765)     ([ 7, 6]  0.001354)     ([ 7, 7]  0.002059)     ([ 7, 8]  0.001892) 
    ([ 8, 4]  0.001061)     ([ 8, 5]  0.001550)     ([ 8, 6]  0.001148)     ([ 8, 7]  0.001649)     ([ 8, 8]  0.001924) 
    ([ 9, 4]  0.001913)     ([ 9, 5]  0.000940)     ([ 9, 6]  0.000829)     ([ 9, 7]  0.001083)     ([ 9, 8]  0.001625) 
  }
  From:  (7, 7)  {
    ([ 5, 5]  0.001616)     ([ 5, 6]  0.001822)     ([ 5, 7]  0.000972)     ([ 5, 8]  0.001866)     ([ 5, 9]  0.001679) 
    ([ 6, 5]  0.001993)     ([ 6, 6]  0.001761)     ([ 6, 7]  0.000986)     ([ 6, 8]  0.000984)     ([ 6, 9]  0.001732) 
    ([ 7, 5]  0.001496)     ([ 7, 6]  0.001776)     ([ 7, 7]  0.001839)     ([ 7, 8]  0.001483)     ([ 7, 9]  0.000898) 
    ([ 8, 5]  0.001580)     ([ 8, 6]  0.001157)     ([ 8, 7]  0.000917)     ([ 8, 8]  0.001774)     ([ 8, 9]  0.001345) 
    ([ 9, 5]  0.001665)     ([ 9, 6]  0.001265)     ([ 9, 7]  0.001261)     ([ 9, 8]  0.002028)     ([ 9, 9]  0.001999) 
  }
  From:  (7, 8)  {
    ([ 5, 6]  0.001130)     ([ 5, 7]  0.000816)     ([ 5, 8]  0.001516)     ([ 5, 9]  0.001598)     ([ 5, 1]  0.001372) 
    ([ 6, 6]  0.001419)     ([ 6, 7]  0.000712)     ([ 6, 8]  0.001324)     ([ 6, 9]  0.001294)     ([ 6, 1]  0.001321) 
    ([ 7, 6]  0.001315)     ([ 7, 7]  0.002063)     ([ 7, 8]  0.000866)     ([ 7, 9]  0.002023)     ([ 7, 1]  0.001844) 
    ([ 8, 6]  0.000890)     ([ 8, 7]  0.001273)     ([ 8, 8]  0.000983)     ([ 8, 9]  0.001116)     ([ 8, 1]  0.001963) 
    ([ 9, 6]  0.001228)     ([ 9, 7]  0.001136)     ([ 9, 8]  0.001657)     ([ 9, 9]  0.001128)     ([ 9, 1]  0.000909) 
  }
  From:  (7, 9)  {
    ([ 5, 7]  0.001795)     ([ 5, 8]  0.001395)     ([ 5, 9]  0.001349)     ([ 5, 1]  0.001492)     ([ 5, 2]  0.001299) 
    ([ 6, 7]  0.001825)     ([ 6, 8]  0.001066)     ([ 6, 9]  0.001601)     ([ 6, 1]  0.001137)     ([ 6, 2]  0.000936) 
    ([ 7, 7]  0.001754)     ([ 7, 8]  0.002047)     ([ 7, 9]  0.001917)     ([ 7, 1]  0.001670)     ([ 7, 2]  0.001922) 
    ([ 8, 7]  0.001533)     ([ 8, 8]  0.001640)     ([ 8, 9]  0.002076)     ([ 8, 1]  0.000785)     ([ 8, 2]  0.001471) 
    ([ 9, 7]  0.001402)     ([ 9, 8]  0.002057)     ([ 9, 9]  0.001658)     ([ 9, 1]  0.001114)     ([ 9, 2]  0.001474) 
  }
  From:  (8, 1)  {
    ([ 6, 8]  0.001589)     ([ 6, 9]  0.001149)     ([ 6, 1]  0.001465)     ([ 6, 2]  0.000861)     ([ 6, 3]  0.001313) 
    ([ 7, 8]  0.001378)     ([ 7, 9]  0.000762)     ([ 7, 1]  0.001095)     ([ 7, 2]  0.001607)     ([ 7, 3]  0.001197) 
    ([ 8, 8]  0.001763)     ([ 8, 9]  0.001906)     ([ 8, 1]  0.000901)     ([ 8, 2]  0.001335)     ([ 8, 3]  0.000964) 
    ([ 9, 8]  0.001904)     ([ 9, 9]  0.001469)     ([ 9, 1]  0.000969)     ([ 9, 2]  0.001521)     ([ 9, 3]  0.000854) 
    ([ 1, 8]  0.001844)     ([ 1, 9]  0.000864)     ([ 1, 1]  0.001282)     ([ 1, 2]  0.002097)     ([ 1, 3]  0.001562) 
  }
  From:  (8, 2)  {
    ([ 6, 9]  0.000714)     ([ 6, 1]  0.001325)     ([ 6, 2]  0.001568)     ([ 6, 3]  0.001071)     ([ 6, 4]  0.000763) 
    ([ 7, 9]  0.001818)     ([ 7, 1]  0.001056)     ([ 7, 2]  0.001414)     ([ 7, 3]  0.000906)     ([ 7, 4]  0.001513) 
    ([ 8, 9]  0.002093)     ([ 8, 1]  0.000891)     ([ 8, 2]  0.000880)     ([ 8, 3]  0.001007)     ([ 8, 4]  0.001632) 
    ([ 9, 9]  0.001327)     ([ 9, 1]  0.002035)     ([ 9, 2]  0.001944)     ([ 9, 3]  0.001915)     ([ 9, 4]  0.000747) 
    ([ 1, 9]  0.002075)     ([ 1, 1]  0.001490)     ([ 1, 2]  0.001175)     ([ 1, 3]  0.002048)     ([ 1, 4]  0.001540) 
  }
  From:  (8, 3)  {
    ([ 6, 1]  0.001412)     ([ 6, 2]  0.001837)     ([ 6, 3]  0.000886)     ([ 6, 4]  0.001344)     ([ 6, 5]  0.001460) 
    ([ 7, 1]  0.001032)     ([ 7, 2]  0.000925)     ([ 7, 3]  0.001384)     ([ 7, 4]  0.001729)     ([ 7, 5]  0.001121) 
    ([ 8, 1]  0.001319)     ([ 8, 2]  0.001532)     ([ 8, 3]  0.001069)     ([ 8, 4]  0.001229)     ([ 8, 5]  0.001841) 
    ([ 9, 1]  0.000813)     ([ 9, 2]  0.001434)     ([ 9, 3]  0.002016)     ([ 9, 4]  0.001533)     ([ 9, 5]  0.001167) 
    ([ 1, 1]  0.001393)     ([ 1, 2]  0.001529)     ([ 1, 3]  0.001054)     ([ 1, 4]  0.001860)     ([ 1, 5]  0.001635) 
  }
  From:  (8, 4)  {
    ([ 6, 2]  0.001581)     ([ 6, 3]  0.000732)     ([ 6, 4]  0.001688)     ([ 6, 5]  0.001035)     ([ 6, 6]  0.001182) 
    ([ 7, 2]  0.001046)     ([ 7, 3]  0.001129)     ([ 7, 4]  0.001862)     ([ 7, 5]  0.001578)     ([ 7, 6]  0.001688) 
    ([ 8, 2]  0.000911)     ([ 8, 3]  0.001435)     ([ 8, 4]  0.001569)     ([ 8, 5]  0.001871)     ([ 8, 6]  0.001949) 
    ([ 9, 2]  0.001984)     ([ 9, 3]  0.001307)     ([ 9, 4]  0.001553)     ([ 9, 5]  0.001539)     ([ 9, 6]  0.001589) 
    ([ 1, 2]  0.001486)     ([ 1, 3]  0.001057)     ([ 1, 4]  0.001442)     ([ 1, 5]  0.000848)     ([ 1, 6]  0.001790) 
  }
  From:  (8, 5)  {
    ([ 6, 3]  0.001314)     ([ 6, 4]  0.001011)     ([ 6, 5]  0.001163)     ([ 6, 6]  0.001769)     ([ 6, 7]  0.001932) 
    ([ 7, 3]  0.001865)     ([ 7, 4]  0.001404)     ([ 7, 5]  0.001595)     ([ 7, 6]  0.002043)     ([ 7, 7]  0.001164) 
    ([ 8, 3]  0.001153)     ([ 8, 4]  0.001724)     ([ 8, 5]  0.001143)     ([ 8, 6]  0.002030)     ([ 8, 7]  0.001914) 
    ([ 9, 3]  0.001535)     ([ 9, 4]  0.001101)     ([ 9, 5]  0.000919)     ([ 9, 6]  0.001386)     ([ 9, 7]  0.001992) 
    ([ 1, 3]  0.000795)     ([ 1, 4]  0.001324)     ([ 1, 5]  0.001020)     ([ 1, 6]  0.001213)     ([ 1, 7]  0.001568) 
  }
  From:  (8, 6)  {
    ([ 6, 4]  0.001367)     ([ 6, 5]  0.001272)     ([ 6, 6]  0.001710)     ([ 6, 7]  0.000769)     ([ 6, 8]  0.001768) 
    ([ 7, 4]  0.001599)     ([ 7, 5]  0.001080)     ([ 7, 6]  0.002007)     ([ 7, 7]  0.001814)     ([ 7, 8]  0.001548) 
    ([ 8, 4]  0.000738)     ([ 8, 5]  0.001733)     ([ 8, 6]  0.002086)     ([ 8, 7]  0.001987)     ([ 8, 8]  0.000880) 
    ([ 9, 4]  0.001093)     ([ 9, 5]  0.001448)     ([ 9, 6]  0.002070)     ([ 9, 7]  0.001625)     ([ 9, 8]  0.001977) 
    ([ 1, 4]  0.001773)     ([ 1, 5]  0.000921)     ([ 1, 6]  0.002049)     ([ 1, 7]  0.001831)     ([ 1, 8]  0.001140) 
  }
  From:  (8, 7)  {
    ([ 6, 5]  0.001166)     ([ 6, 6]  0.000732)     ([ 6, 7]  0.001138)     ([ 6, 8]  0.001225)     ([ 6, 9]  0.000911) 
    ([ 7, 5]  0.001948)     ([ 7, 6]  0.001524)     ([ 7, 7]  0.001278)     ([ 7, 8]  0.000858)     ([ 7, 9]  0.001133) 
    ([ 8, 5]  0.000881)     ([ 8, 6]  0.000921)     ([ 8, 7]  0.001578)     ([ 8, 8]  0.001192)     ([ 8, 9]  0.001196) 
    ([ 9, 5]  0.001550)     ([ 9, 6]  0.002083)     ([ 9, 7]  0.001357)     ([ 9, 8]  0.000939)     ([ 9, 9]  0.000775) 
    ([ 1, 5]  0.001449)     ([ 1, 6]  0.002005)     ([ 1, 7]  0.001996)     ([ 1, 8]  0.001026)     ([ 1, 9]  0.000900) 
  }
  From:  (8, 8)  {
    ([ 6, 6]  0.001284)     ([ 6, 7]  0.001288)     ([ 6, 8]  0.001671)     ([ 6, 9]  0.000854)     ([ 6, 1]  0.001215) 
    ([ 7, 6]  0.000973)     ([ 7, 7]  0.002047)     ([ 7, 8]  0.001089)     ([ 7, 9]  0.001415)     ([ 7, 1]  0.001381) 
    ([ 8, 6]  0.002044)     ([ 8, 7]  0.001927)     ([ 8, 8]  0.002061)     ([ 8, 9]  0.001984)     ([ 8, 1]  0.001755) 
    ([ 9, 6]  0.000823)     ([ 9, 7]  0.001684)     ([ 9, 8]  0.001480)     ([ 9, 9]  0.001398)     ([ 9, 1]  0.001259) 
    ([ 1, 6]  0.001990)     ([ 1, 7]  0.001179)     ([ 1, 8]  0.001445)     ([ 1, 9]  0.002006)     ([ 1, 1]  0.001045) 
  }
  From:  (8, 9)  {
    ([ 6, 7]  0.001024)     ([ 6, 8]  0.001106)     ([ 6, 9]  0.001525)     ([ 6, 1]  0.001309)     ([ 6, 2]  0.000857) 
    ([ 7, 7]  0.001464)     ([ 7, 8]  0.001539)     ([ 7, 9]  0.001976)     ([ 7, 1]  0.001407)     ([ 7, 2]  0.000871) 
    ([ 8, 7]  0.001907)     ([ 8, 8]  0.000914)     ([ 8, 9]  0.001849)     ([ 8, 1]  0.000780)     ([ 8, 2]  0.001607) 
    ([ 9, 7]  0.001555)     ([ 9, 8]  0.000796)     ([ 9, 9]  0.000970)     ([ 9, 1]  0.001302)     ([ 9, 2]  0.001500) 
    ([ 1, 7]  0.001321)     ([ 1, 8]  0.001156)     ([ 1, 9]  0.001402)     ([ 1, 1]  0.001001)     ([ 1, 2]  0.001557) 
  }
  From:  (9, 1)  {
    ([ 7, 8]  0.001751)     ([ 7, 9]  0.000886)     ([ 7, 1]  0.001033)     ([ 7, 2]  0.000784)     ([ 7, 3]  0.001136) 
    ([ 8, 8]  0.001211)     ([ 8, 9]  0.001870)     ([ 8, 1]  0.001308)     ([ 8, 2]  0.001585)     ([ 8, 3]  0.001669) 
    ([ 9, 8]  0.002021)     ([ 9, 9]  0.001851)     ([ 9, 1]  0.001884)     ([ 9, 2]  0.001686)     ([ 9, 3]  0.001505) 
    ([ 1, 8]  0.000898)     ([ 1, 9]  0.001710)     ([ 1, 1]  0.000816)     ([ 1, 2]  0.001494)     ([ 1, 3]  0.000731) 
    ([ 2, 8]  0.000735)     ([ 2, 9]  0.000947)     ([ 2, 1]  0.000799)     ([ 2, 2]  0.001283)     ([ 2, 3]  0.001859) 
  }
  From:  (9, 2)  {
    ([ 7, 9]  0.001350)     ([ 7, 1]  0.001982)     ([ 7, 2]  0.001580)     ([ 7, 3]  0.001485)     ([ 7, 4]  0.001979) 
    ([ 8, 9]  0.001792)     ([ 8, 1]  0.002045)     ([ 8, 2]  0.001092)     ([ 8, 3]  0.001555)     ([ 8, 4]  0.001998) 
    ([ 9, 9]  0.002026)     ([ 9, 1]  0.001715)     ([ 9, 2]  0.002028)     ([ 9, 3]  0.000884)     ([ 9, 4]  0.001409) 
    ([ 1, 9]  0.001582)     ([ 1, 1]  0.001935)     ([ 1, 2]  0.001241)     ([ 1, 3]  0.000976)     ([ 1, 4]  0.001861) 
    ([ 2, 9]  0.001123)     ([ 2, 1]  0.000808)     ([ 2, 2]  0.000870)     ([ 2, 3]  0.001936)     ([ 2, 4]  0.001914) 
  }
  From:  (9, 3)  {
    ([ 7, 1]  0.002093)     ([ 7, 2]  0.000921)     ([ 7, 3]  0.001872)     ([ 7, 4]  0.001620)     ([ 7, 5]  0.001283) 
    ([ 8, 1]  0.001081)     ([ 8, 2]  0.000953)     ([ 8, 3]  0.001832)     ([ 8, 4]  0.001952)     ([ 8, 5]  0.001477) 
    ([ 9, 1]  0.001688)     ([ 9, 2]  0.000835)     ([ 9, 3]  0.000855)     ([ 9, 4]  0.001902)     ([ 9, 5]  0.001141) 
    ([ 1, 1]  0.001690)     ([ 1, 2]  0.001463)     ([ 1, 3]  0.001096)     ([ 1, 4]  0.001670)     ([ 1, 5]  0.001631) 
    ([ 2, 1]  0.000726)     ([ 2, 2]  0.001154)     ([ 2, 3]  0.001153)     ([ 2, 4]  0.001043)     ([ 2, 5]  0.001134) 
  }
  From:  (9, 4)  {
    ([ 7, 2]  0.000980)     ([ 7, 3]  0.001035)     ([ 7, 4]  0.002008)     ([ 7, 5]  0.001898)     ([ 7, 6]  0.001829) 
    ([ 8, 2]  0.001019)     ([ 8, 3]  0.001726)     ([ 8, 4]  0.000990)     ([ 8, 5]  0.001048)     ([ 8, 6]  0.001696) 
    ([ 9, 2]  0.001801)     ([ 9, 3]  0.001487)     ([ 9, 4]  0.002083)     ([ 9, 5]  0.001864)     ([ 9, 6]  0.001810) 
    ([ 1, 2]  0.001055)     ([ 1, 3]  0.001481)     ([ 1, 4]  0.001457)     ([ 1, 5]  0.001349)     ([ 1, 6]  0.000926) 
    ([ 2, 2]  0.000904)     ([ 2, 3]  0.001353)     ([ 2, 4]  0.001515)     ([ 2, 5]  0.000895)     ([ 2, 6]  0.001503) 
  }
  From:  (9, 5)  {
    ([ 7, 3]  0.001651)     ([ 7, 4]  0.001639)     ([ 7, 5]  0.001782)     ([ 7, 6]  0.001175)     ([ 7, 7]  0.001475) 
    ([ 8, 3]  0.000840)     ([ 8, 4]  0.001596)     ([ 8, 5]  0.001702)     ([ 8, 6]  0.000873)     ([ 8, 7]  0.001495) 
    ([ 9, 3]  0.001770)     ([ 9, 4]  0.001722)     ([ 9, 5]  0.002069)     ([ 9, 6]  0.001725)     ([ 9, 7]  0.001351) 
    ([ 1, 3]  0.000956)     ([ 1, 4]  0.001303)     ([ 1, 5]  0.001228)     ([ 1, 6]  0.001087)     ([ 1, 7]  0.000976) 
    ([ 2, 3]  0.000766)     ([ 2, 4]  0.001885)     ([ 2, 5]  0.001486)     ([ 2, 6]  0.001394)     ([ 2, 7]  0.001397) 
  }
  From:  (9, 6)  {
    ([ 7, 4]  0.001492)     ([ 7, 5]  0.001883)     ([ 7, 6]  0.001375)     ([ 7, 7]  0.001901)     ([ 7, 8]  0.001395) 
    ([ 8, 4]  0.001932)     ([ 8, 5]  0.000893)     ([ 8, 6]  0.001974)     ([ 8, 7]  0.001514)     ([ 8, 8]  0.000814) 
    ([ 9, 4]  0.000764)     ([ 9, 5]  0.001922)     ([ 9, 6]  0.000909)     ([ 9, 7]  0.001720)     ([ 9, 8]  0.002018) 
    ([ 1, 4]  0.000833)     ([ 1, 5]  0.001767)     ([ 1, 6]  0.001805)     ([ 1, 7]  0.001867)     ([ 1, 8]  0.001797) 
    ([ 2, 4]  0.001231)     ([ 2, 5]  0.001743)     ([ 2, 6]  0.001622)     ([ 2, 7]  0.000797)     ([ 2, 8]  0.001159) 
  }
  From:  (9, 7)  {
    ([ 7, 5]  0.001382)     ([ 7, 6]  0.002078)     ([ 7, 7]  0.001616)     ([ 7, 8]  0.001397)     ([ 7, 9]  0.001845) 
    ([ 8, 5]  0.001790)     ([ 8, 6]  0.001753)     ([ 8, 7]  0.001021)     ([ 8, 8]  0.001109)     ([ 8, 9]  0.000847) 
    ([ 9, 5]  0.001880)     ([ 9, 6]  0.001912)     ([ 9, 7]  0.001214)     ([ 9, 8]  0.001114)     ([ 9, 9]  0.001785) 
    ([ 1, 5]  0.002053)     ([ 1, 6]  0.001831)     ([ 1, 7]  0.000989)     ([ 1, 8]  0.000793)     ([ 1, 9]  0.001074) 
    ([ 2, 5]  0.001866)     ([ 2, 6]  0.001324)     ([ 2, 7]  0.000736)     ([ 2, 8]  0.001155)     ([ 2, 9]  0.001477) 
  }
  From:  (9, 8)  {
    ([ 7, 6]  0.000790)     ([ 7, 7]  0.001666)     ([ 7, 8]  0.000906)     ([ 7, 9]  0.001277)     ([ 7, 1]  0.000922) 
    ([ 8, 6]  0.001988)     ([ 8, 7]  0.002011)     ([ 8, 8]  0.000801)     ([ 8, 9]  0.001485)     ([ 8, 1]  0.001214) 
    ([ 9, 6]  0.001799)     ([ 9, 7]  0.001264)     ([ 9, 8]  0.001219)     ([ 9, 9]  0.001156)     ([ 9, 1]  0.001443) 
    ([ 1, 6]  0.000865)     ([ 1, 7]  0.001934)     ([ 1, 8]  0.000875)     ([ 1, 9]  0.001010)     ([ 1, 1]  0.001013) 
    ([ 2, 6]  0.001923)     ([ 2, 7]  0.000914)     ([ 2, 8]  0.001163)     ([ 2, 9]  0.001764)     ([ 2, 1]  0.001333) 
  }
  From:  (9, 9)  {
    ([ 7, 7]  0.000999)     ([ 7, 8]  0.001868)     ([ 7, 9]  0.000736)     ([ 7, 1]  0.000905)     ([ 7, 2]  0.000760) 
    ([ 8, 7]  0.001759)     ([ 8, 8]  0.001516)     ([ 8, 9]  0.001055)     ([ 8, 1]  0.001577)     ([ 8, 2]  0.001158) 
    ([ 9, 7]  0.001080)     ([ 9, 8]  0.002092)     ([ 9, 9]  0.001796)     ([ 9, 1]  0.001165)     ([ 9, 2]  0.000896) 
    ([ 1, 7]  0.002064)     ([ 1, 8]  0.001580)     ([ 1, 9]  0.001059)     ([ 1, 1]  0.001986)     ([ 1, 2]  0.001009) 
    ([ 2, 7]  0.002033)     ([ 2, 8]  0.000890)     ([ 2, 9]  0.001301)     ([ 2, 1]  0.002009)     ([ 2, 2]  0.001365) 
  }
}

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