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_16
attsefd2.w
attvatts.w
efd1efd1.w
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weightslist.txt *
                            
% Sat Nov 21 22:27:43 2015

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

Connect(exss, ev4c)  {
  From:  (1, 1)  {
    ([ 8, 8]  0.001480)     ([ 8, 9]  0.001730)     ([ 8, 1]  0.000973)     ([ 8, 2]  0.001800) 
    ([ 9, 8]  0.000932)     ([ 9, 9]  0.001843)     ([ 9, 1]  0.001710)     ([ 9, 2]  0.001256) 
    ([ 1, 8]  0.001166)     ([ 1, 9]  0.001100)     ([ 1, 1]  0.001423)     ([ 1, 2]  0.001347) 
    ([ 2, 8]  0.000737)     ([ 2, 9]  0.001713)     ([ 2, 1]  0.000904)     ([ 2, 2]  0.001279) 
  }
  From:  (1, 2)  {
    ([ 8, 9]  0.001588)     ([ 8, 1]  0.000837)     ([ 8, 2]  0.001290)     ([ 8, 3]  0.000706) 
    ([ 9, 9]  0.001146)     ([ 9, 1]  0.001154)     ([ 9, 2]  0.000779)     ([ 9, 3]  0.001400) 
    ([ 1, 9]  0.001646)     ([ 1, 1]  0.001546)     ([ 1, 2]  0.000984)     ([ 1, 3]  0.001705) 
    ([ 2, 9]  0.001843)     ([ 2, 1]  0.001416)     ([ 2, 2]  0.001033)     ([ 2, 3]  0.001825) 
  }
  From:  (1, 3)  {
    ([ 8, 1]  0.000761)     ([ 8, 2]  0.001413)     ([ 8, 3]  0.000963)     ([ 8, 4]  0.001819) 
    ([ 9, 1]  0.001119)     ([ 9, 2]  0.001678)     ([ 9, 3]  0.001277)     ([ 9, 4]  0.001656) 
    ([ 1, 1]  0.001689)     ([ 1, 2]  0.000781)     ([ 1, 3]  0.000822)     ([ 1, 4]  0.001756) 
    ([ 2, 1]  0.000863)     ([ 2, 2]  0.001354)     ([ 2, 3]  0.000731)     ([ 2, 4]  0.001192) 
  }
  From:  (1, 4)  {
    ([ 8, 2]  0.001203)     ([ 8, 3]  0.001786)     ([ 8, 4]  0.000978)     ([ 8, 5]  0.001503) 
    ([ 9, 2]  0.001280)     ([ 9, 3]  0.001803)     ([ 9, 4]  0.001507)     ([ 9, 5]  0.001271) 
    ([ 1, 2]  0.001231)     ([ 1, 3]  0.001635)     ([ 1, 4]  0.001811)     ([ 1, 5]  0.001467) 
    ([ 2, 2]  0.001289)     ([ 2, 3]  0.001389)     ([ 2, 4]  0.000903)     ([ 2, 5]  0.000858) 
  }
  From:  (1, 5)  {
    ([ 8, 3]  0.001363)     ([ 8, 4]  0.001198)     ([ 8, 5]  0.001430)     ([ 8, 6]  0.001685) 
    ([ 9, 3]  0.001619)     ([ 9, 4]  0.000910)     ([ 9, 5]  0.001606)     ([ 9, 6]  0.001586) 
    ([ 1, 3]  0.001095)     ([ 1, 4]  0.001708)     ([ 1, 5]  0.000730)     ([ 1, 6]  0.000743) 
    ([ 2, 3]  0.000780)     ([ 2, 4]  0.000727)     ([ 2, 5]  0.001849)     ([ 2, 6]  0.001848) 
  }
  From:  (1, 6)  {
    ([ 8, 4]  0.000914)     ([ 8, 5]  0.001028)     ([ 8, 6]  0.000714)     ([ 8, 7]  0.001177) 
    ([ 9, 4]  0.000720)     ([ 9, 5]  0.001227)     ([ 9, 6]  0.001010)     ([ 9, 7]  0.001759) 
    ([ 1, 4]  0.001223)     ([ 1, 5]  0.001287)     ([ 1, 6]  0.001335)     ([ 1, 7]  0.000784) 
    ([ 2, 4]  0.000923)     ([ 2, 5]  0.001744)     ([ 2, 6]  0.001294)     ([ 2, 7]  0.000969) 
  }
  From:  (1, 7)  {
    ([ 8, 5]  0.000781)     ([ 8, 6]  0.001551)     ([ 8, 7]  0.001841)     ([ 8, 8]  0.001228) 
    ([ 9, 5]  0.000802)     ([ 9, 6]  0.001771)     ([ 9, 7]  0.000799)     ([ 9, 8]  0.001662) 
    ([ 1, 5]  0.001462)     ([ 1, 6]  0.001106)     ([ 1, 7]  0.001672)     ([ 1, 8]  0.000769) 
    ([ 2, 5]  0.001697)     ([ 2, 6]  0.001395)     ([ 2, 7]  0.001194)     ([ 2, 8]  0.001715) 
  }
  From:  (1, 8)  {
    ([ 8, 6]  0.001230)     ([ 8, 7]  0.000847)     ([ 8, 8]  0.001291)     ([ 8, 9]  0.000687) 
    ([ 9, 6]  0.001364)     ([ 9, 7]  0.001778)     ([ 9, 8]  0.000722)     ([ 9, 9]  0.001744) 
    ([ 1, 6]  0.000701)     ([ 1, 7]  0.001341)     ([ 1, 8]  0.001412)     ([ 1, 9]  0.001251) 
    ([ 2, 6]  0.001649)     ([ 2, 7]  0.000820)     ([ 2, 8]  0.001134)     ([ 2, 9]  0.000836) 
  }
  From:  (1, 9)  {
    ([ 8, 7]  0.001012)     ([ 8, 8]  0.001243)     ([ 8, 9]  0.001788)     ([ 8, 1]  0.001782) 
    ([ 9, 7]  0.001235)     ([ 9, 8]  0.001031)     ([ 9, 9]  0.001102)     ([ 9, 1]  0.001660) 
    ([ 1, 7]  0.000966)     ([ 1, 8]  0.001257)     ([ 1, 9]  0.001025)     ([ 1, 1]  0.001675) 
    ([ 2, 7]  0.000767)     ([ 2, 8]  0.001340)     ([ 2, 9]  0.001689)     ([ 2, 1]  0.001580) 
  }
  From:  (2, 1)  {
    ([ 9, 8]  0.001758)     ([ 9, 9]  0.001103)     ([ 9, 1]  0.001608)     ([ 9, 2]  0.000723) 
    ([ 1, 8]  0.001226)     ([ 1, 9]  0.001276)     ([ 1, 1]  0.001823)     ([ 1, 2]  0.000665) 
    ([ 2, 8]  0.001470)     ([ 2, 9]  0.001291)     ([ 2, 1]  0.001771)     ([ 2, 2]  0.001009) 
    ([ 3, 8]  0.000666)     ([ 3, 9]  0.001846)     ([ 3, 1]  0.001579)     ([ 3, 2]  0.001396) 
  }
  From:  (2, 2)  {
    ([ 9, 9]  0.001430)     ([ 9, 1]  0.001361)     ([ 9, 2]  0.001820)     ([ 9, 3]  0.000914) 
    ([ 1, 9]  0.000789)     ([ 1, 1]  0.000938)     ([ 1, 2]  0.001388)     ([ 1, 3]  0.001584) 
    ([ 2, 9]  0.001217)     ([ 2, 1]  0.000982)     ([ 2, 2]  0.001134)     ([ 2, 3]  0.000895) 
    ([ 3, 9]  0.001469)     ([ 3, 1]  0.001784)     ([ 3, 2]  0.001194)     ([ 3, 3]  0.001504) 
  }
  From:  (2, 3)  {
    ([ 9, 1]  0.001426)     ([ 9, 2]  0.000990)     ([ 9, 3]  0.000850)     ([ 9, 4]  0.001390) 
    ([ 1, 1]  0.001285)     ([ 1, 2]  0.001715)     ([ 1, 3]  0.001468)     ([ 1, 4]  0.000937) 
    ([ 2, 1]  0.001158)     ([ 2, 2]  0.001735)     ([ 2, 3]  0.001073)     ([ 2, 4]  0.001110) 
    ([ 3, 1]  0.000802)     ([ 3, 2]  0.000723)     ([ 3, 3]  0.001107)     ([ 3, 4]  0.001740) 
  }
  From:  (2, 4)  {
    ([ 9, 2]  0.001546)     ([ 9, 3]  0.001223)     ([ 9, 4]  0.000982)     ([ 9, 5]  0.000662) 
    ([ 1, 2]  0.000843)     ([ 1, 3]  0.001279)     ([ 1, 4]  0.000723)     ([ 1, 5]  0.001840) 
    ([ 2, 2]  0.001706)     ([ 2, 3]  0.001836)     ([ 2, 4]  0.000915)     ([ 2, 5]  0.001159) 
    ([ 3, 2]  0.001486)     ([ 3, 3]  0.001123)     ([ 3, 4]  0.000956)     ([ 3, 5]  0.001658) 
  }
  From:  (2, 5)  {
    ([ 9, 3]  0.001399)     ([ 9, 4]  0.001104)     ([ 9, 5]  0.000980)     ([ 9, 6]  0.000989) 
    ([ 1, 3]  0.001842)     ([ 1, 4]  0.001460)     ([ 1, 5]  0.001305)     ([ 1, 6]  0.001070) 
    ([ 2, 3]  0.001002)     ([ 2, 4]  0.001105)     ([ 2, 5]  0.000670)     ([ 2, 6]  0.001369) 
    ([ 3, 3]  0.000941)     ([ 3, 4]  0.001693)     ([ 3, 5]  0.001717)     ([ 3, 6]  0.001307) 
  }
  From:  (2, 6)  {
    ([ 9, 4]  0.001679)     ([ 9, 5]  0.001792)     ([ 9, 6]  0.001849)     ([ 9, 7]  0.001662) 
    ([ 1, 4]  0.001584)     ([ 1, 5]  0.001325)     ([ 1, 6]  0.001040)     ([ 1, 7]  0.001300) 
    ([ 2, 4]  0.001741)     ([ 2, 5]  0.001392)     ([ 2, 6]  0.000974)     ([ 2, 7]  0.001707) 
    ([ 3, 4]  0.001287)     ([ 3, 5]  0.001144)     ([ 3, 6]  0.001152)     ([ 3, 7]  0.001073) 
  }
  From:  (2, 7)  {
    ([ 9, 5]  0.001091)     ([ 9, 6]  0.001001)     ([ 9, 7]  0.001119)     ([ 9, 8]  0.001102) 
    ([ 1, 5]  0.001575)     ([ 1, 6]  0.000950)     ([ 1, 7]  0.000696)     ([ 1, 8]  0.001094) 
    ([ 2, 5]  0.000745)     ([ 2, 6]  0.001113)     ([ 2, 7]  0.001470)     ([ 2, 8]  0.001320) 
    ([ 3, 5]  0.001155)     ([ 3, 6]  0.000924)     ([ 3, 7]  0.001031)     ([ 3, 8]  0.001183) 
  }
  From:  (2, 8)  {
    ([ 9, 6]  0.001523)     ([ 9, 7]  0.000987)     ([ 9, 8]  0.001461)     ([ 9, 9]  0.001185) 
    ([ 1, 6]  0.001216)     ([ 1, 7]  0.000884)     ([ 1, 8]  0.001716)     ([ 1, 9]  0.001679) 
    ([ 2, 6]  0.001495)     ([ 2, 7]  0.001232)     ([ 2, 8]  0.001811)     ([ 2, 9]  0.001786) 
    ([ 3, 6]  0.001001)     ([ 3, 7]  0.001559)     ([ 3, 8]  0.001544)     ([ 3, 9]  0.001484) 
  }
  From:  (2, 9)  {
    ([ 9, 7]  0.001687)     ([ 9, 8]  0.000670)     ([ 9, 9]  0.001835)     ([ 9, 1]  0.001171) 
    ([ 1, 7]  0.001690)     ([ 1, 8]  0.001502)     ([ 1, 9]  0.001048)     ([ 1, 1]  0.001075) 
    ([ 2, 7]  0.001023)     ([ 2, 8]  0.001683)     ([ 2, 9]  0.001096)     ([ 2, 1]  0.001480) 
    ([ 3, 7]  0.000928)     ([ 3, 8]  0.001578)     ([ 3, 9]  0.001486)     ([ 3, 1]  0.000888) 
  }
  From:  (3, 1)  {
    ([ 1, 8]  0.001408)     ([ 1, 9]  0.001303)     ([ 1, 1]  0.001761)     ([ 1, 2]  0.001065) 
    ([ 2, 8]  0.001462)     ([ 2, 9]  0.001654)     ([ 2, 1]  0.001640)     ([ 2, 2]  0.001399) 
    ([ 3, 8]  0.000944)     ([ 3, 9]  0.000834)     ([ 3, 1]  0.001134)     ([ 3, 2]  0.000867) 
    ([ 4, 8]  0.001204)     ([ 4, 9]  0.000828)     ([ 4, 1]  0.001222)     ([ 4, 2]  0.000676) 
  }
  From:  (3, 2)  {
    ([ 1, 9]  0.001560)     ([ 1, 1]  0.001086)     ([ 1, 2]  0.001328)     ([ 1, 3]  0.001783) 
    ([ 2, 9]  0.000778)     ([ 2, 1]  0.000807)     ([ 2, 2]  0.000827)     ([ 2, 3]  0.001134) 
    ([ 3, 9]  0.001260)     ([ 3, 1]  0.000995)     ([ 3, 2]  0.000943)     ([ 3, 3]  0.001301) 
    ([ 4, 9]  0.001293)     ([ 4, 1]  0.001591)     ([ 4, 2]  0.001836)     ([ 4, 3]  0.001479) 
  }
  From:  (3, 3)  {
    ([ 1, 1]  0.001474)     ([ 1, 2]  0.000916)     ([ 1, 3]  0.001126)     ([ 1, 4]  0.001538) 
    ([ 2, 1]  0.001371)     ([ 2, 2]  0.001671)     ([ 2, 3]  0.001589)     ([ 2, 4]  0.001762) 
    ([ 3, 1]  0.001508)     ([ 3, 2]  0.001363)     ([ 3, 3]  0.001068)     ([ 3, 4]  0.001548) 
    ([ 4, 1]  0.001589)     ([ 4, 2]  0.000882)     ([ 4, 3]  0.001053)     ([ 4, 4]  0.001724) 
  }
  From:  (3, 4)  {
    ([ 1, 2]  0.001583)     ([ 1, 3]  0.001482)     ([ 1, 4]  0.001513)     ([ 1, 5]  0.001050) 
    ([ 2, 2]  0.000770)     ([ 2, 3]  0.000733)     ([ 2, 4]  0.001689)     ([ 2, 5]  0.001770) 
    ([ 3, 2]  0.001461)     ([ 3, 3]  0.001820)     ([ 3, 4]  0.001543)     ([ 3, 5]  0.001027) 
    ([ 4, 2]  0.001254)     ([ 4, 3]  0.000949)     ([ 4, 4]  0.000948)     ([ 4, 5]  0.001741) 
  }
  From:  (3, 5)  {
    ([ 1, 3]  0.001135)     ([ 1, 4]  0.000703)     ([ 1, 5]  0.001807)     ([ 1, 6]  0.001365) 
    ([ 2, 3]  0.001017)     ([ 2, 4]  0.000862)     ([ 2, 5]  0.000900)     ([ 2, 6]  0.001418) 
    ([ 3, 3]  0.000796)     ([ 3, 4]  0.001359)     ([ 3, 5]  0.001267)     ([ 3, 6]  0.000763) 
    ([ 4, 3]  0.001155)     ([ 4, 4]  0.001357)     ([ 4, 5]  0.001630)     ([ 4, 6]  0.000945) 
  }
  From:  (3, 6)  {
    ([ 1, 4]  0.001151)     ([ 1, 5]  0.001707)     ([ 1, 6]  0.001211)     ([ 1, 7]  0.000895) 
    ([ 2, 4]  0.001187)     ([ 2, 5]  0.001028)     ([ 2, 6]  0.001698)     ([ 2, 7]  0.000879) 
    ([ 3, 4]  0.000699)     ([ 3, 5]  0.001362)     ([ 3, 6]  0.001824)     ([ 3, 7]  0.001458) 
    ([ 4, 4]  0.001719)     ([ 4, 5]  0.000866)     ([ 4, 6]  0.000703)     ([ 4, 7]  0.000681) 
  }
  From:  (3, 7)  {
    ([ 1, 5]  0.001245)     ([ 1, 6]  0.000753)     ([ 1, 7]  0.000864)     ([ 1, 8]  0.000673) 
    ([ 2, 5]  0.000709)     ([ 2, 6]  0.000896)     ([ 2, 7]  0.001645)     ([ 2, 8]  0.000739) 
    ([ 3, 5]  0.000845)     ([ 3, 6]  0.001122)     ([ 3, 7]  0.000722)     ([ 3, 8]  0.001686) 
    ([ 4, 5]  0.001078)     ([ 4, 6]  0.001310)     ([ 4, 7]  0.001518)     ([ 4, 8]  0.001337) 
  }
  From:  (3, 8)  {
    ([ 1, 6]  0.001693)     ([ 1, 7]  0.001294)     ([ 1, 8]  0.001628)     ([ 1, 9]  0.001630) 
    ([ 2, 6]  0.000900)     ([ 2, 7]  0.001721)     ([ 2, 8]  0.000849)     ([ 2, 9]  0.000673) 
    ([ 3, 6]  0.000712)     ([ 3, 7]  0.001794)     ([ 3, 8]  0.001069)     ([ 3, 9]  0.001598) 
    ([ 4, 6]  0.001329)     ([ 4, 7]  0.000855)     ([ 4, 8]  0.000791)     ([ 4, 9]  0.001525) 
  }
  From:  (3, 9)  {
    ([ 1, 7]  0.001764)     ([ 1, 8]  0.000783)     ([ 1, 9]  0.001797)     ([ 1, 1]  0.001684) 
    ([ 2, 7]  0.001692)     ([ 2, 8]  0.001734)     ([ 2, 9]  0.001101)     ([ 2, 1]  0.001682) 
    ([ 3, 7]  0.001065)     ([ 3, 8]  0.001406)     ([ 3, 9]  0.001075)     ([ 3, 1]  0.000745) 
    ([ 4, 7]  0.000695)     ([ 4, 8]  0.001256)     ([ 4, 9]  0.001807)     ([ 4, 1]  0.001127) 
  }
  From:  (4, 1)  {
    ([ 2, 8]  0.000894)     ([ 2, 9]  0.001222)     ([ 2, 1]  0.001344)     ([ 2, 2]  0.001645) 
    ([ 3, 8]  0.001380)     ([ 3, 9]  0.001019)     ([ 3, 1]  0.000894)     ([ 3, 2]  0.001699) 
    ([ 4, 8]  0.001389)     ([ 4, 9]  0.000697)     ([ 4, 1]  0.001181)     ([ 4, 2]  0.001421) 
    ([ 5, 8]  0.000988)     ([ 5, 9]  0.000908)     ([ 5, 1]  0.001009)     ([ 5, 2]  0.001613) 
  }
  From:  (4, 2)  {
    ([ 2, 9]  0.000928)     ([ 2, 1]  0.000849)     ([ 2, 2]  0.001289)     ([ 2, 3]  0.001345) 
    ([ 3, 9]  0.001153)     ([ 3, 1]  0.000882)     ([ 3, 2]  0.001324)     ([ 3, 3]  0.000765) 
    ([ 4, 9]  0.001077)     ([ 4, 1]  0.001207)     ([ 4, 2]  0.001826)     ([ 4, 3]  0.001322) 
    ([ 5, 9]  0.000982)     ([ 5, 1]  0.000685)     ([ 5, 2]  0.001354)     ([ 5, 3]  0.001817) 
  }
  From:  (4, 3)  {
    ([ 2, 1]  0.001607)     ([ 2, 2]  0.001177)     ([ 2, 3]  0.001201)     ([ 2, 4]  0.000980) 
    ([ 3, 1]  0.000654)     ([ 3, 2]  0.000714)     ([ 3, 3]  0.000663)     ([ 3, 4]  0.000764) 
    ([ 4, 1]  0.001369)     ([ 4, 2]  0.001001)     ([ 4, 3]  0.000836)     ([ 4, 4]  0.001321) 
    ([ 5, 1]  0.001488)     ([ 5, 2]  0.001573)     ([ 5, 3]  0.001462)     ([ 5, 4]  0.001793) 
  }
  From:  (4, 4)  {
    ([ 2, 2]  0.000714)     ([ 2, 3]  0.001161)     ([ 2, 4]  0.001434)     ([ 2, 5]  0.001066) 
    ([ 3, 2]  0.000723)     ([ 3, 3]  0.001342)     ([ 3, 4]  0.001023)     ([ 3, 5]  0.001536) 
    ([ 4, 2]  0.001456)     ([ 4, 3]  0.001845)     ([ 4, 4]  0.001846)     ([ 4, 5]  0.001365) 
    ([ 5, 2]  0.001134)     ([ 5, 3]  0.000694)     ([ 5, 4]  0.000734)     ([ 5, 5]  0.000924) 
  }
  From:  (4, 5)  {
    ([ 2, 3]  0.000673)     ([ 2, 4]  0.000721)     ([ 2, 5]  0.001083)     ([ 2, 6]  0.001619) 
    ([ 3, 3]  0.000759)     ([ 3, 4]  0.001080)     ([ 3, 5]  0.001288)     ([ 3, 6]  0.001147) 
    ([ 4, 3]  0.001327)     ([ 4, 4]  0.000819)     ([ 4, 5]  0.000752)     ([ 4, 6]  0.000678) 
    ([ 5, 3]  0.001446)     ([ 5, 4]  0.000726)     ([ 5, 5]  0.000658)     ([ 5, 6]  0.001715) 
  }
  From:  (4, 6)  {
    ([ 2, 4]  0.001805)     ([ 2, 5]  0.000996)     ([ 2, 6]  0.000679)     ([ 2, 7]  0.001148) 
    ([ 3, 4]  0.000882)     ([ 3, 5]  0.000662)     ([ 3, 6]  0.000935)     ([ 3, 7]  0.000938) 
    ([ 4, 4]  0.001176)     ([ 4, 5]  0.001764)     ([ 4, 6]  0.001188)     ([ 4, 7]  0.001695) 
    ([ 5, 4]  0.001443)     ([ 5, 5]  0.000910)     ([ 5, 6]  0.001687)     ([ 5, 7]  0.001831) 
  }
  From:  (4, 7)  {
    ([ 2, 5]  0.000837)     ([ 2, 6]  0.000750)     ([ 2, 7]  0.001805)     ([ 2, 8]  0.000865) 
    ([ 3, 5]  0.001098)     ([ 3, 6]  0.000876)     ([ 3, 7]  0.000926)     ([ 3, 8]  0.001527) 
    ([ 4, 5]  0.001567)     ([ 4, 6]  0.001590)     ([ 4, 7]  0.000843)     ([ 4, 8]  0.001505) 
    ([ 5, 5]  0.001525)     ([ 5, 6]  0.001452)     ([ 5, 7]  0.001107)     ([ 5, 8]  0.001428) 
  }
  From:  (4, 8)  {
    ([ 2, 6]  0.001261)     ([ 2, 7]  0.001513)     ([ 2, 8]  0.000653)     ([ 2, 9]  0.001516) 
    ([ 3, 6]  0.001668)     ([ 3, 7]  0.000686)     ([ 3, 8]  0.001091)     ([ 3, 9]  0.001187) 
    ([ 4, 6]  0.001346)     ([ 4, 7]  0.001209)     ([ 4, 8]  0.000795)     ([ 4, 9]  0.001412) 
    ([ 5, 6]  0.001678)     ([ 5, 7]  0.001519)     ([ 5, 8]  0.000870)     ([ 5, 9]  0.001127) 
  }
  From:  (4, 9)  {
    ([ 2, 7]  0.001362)     ([ 2, 8]  0.001664)     ([ 2, 9]  0.001299)     ([ 2, 1]  0.001824) 
    ([ 3, 7]  0.001690)     ([ 3, 8]  0.001246)     ([ 3, 9]  0.001780)     ([ 3, 1]  0.000795) 
    ([ 4, 7]  0.001116)     ([ 4, 8]  0.000919)     ([ 4, 9]  0.001284)     ([ 4, 1]  0.001614) 
    ([ 5, 7]  0.001770)     ([ 5, 8]  0.001019)     ([ 5, 9]  0.000821)     ([ 5, 1]  0.000874) 
  }
  From:  (5, 1)  {
    ([ 3, 8]  0.001282)     ([ 3, 9]  0.001664)     ([ 3, 1]  0.001311)     ([ 3, 2]  0.001553) 
    ([ 4, 8]  0.001273)     ([ 4, 9]  0.000809)     ([ 4, 1]  0.000798)     ([ 4, 2]  0.001535) 
    ([ 5, 8]  0.000858)     ([ 5, 9]  0.001224)     ([ 5, 1]  0.001312)     ([ 5, 2]  0.000803) 
    ([ 6, 8]  0.000964)     ([ 6, 9]  0.000788)     ([ 6, 1]  0.000698)     ([ 6, 2]  0.001454) 
  }
  From:  (5, 2)  {
    ([ 3, 9]  0.000953)     ([ 3, 1]  0.001823)     ([ 3, 2]  0.000696)     ([ 3, 3]  0.001387) 
    ([ 4, 9]  0.000728)     ([ 4, 1]  0.001524)     ([ 4, 2]  0.001825)     ([ 4, 3]  0.000782) 
    ([ 5, 9]  0.000715)     ([ 5, 1]  0.001308)     ([ 5, 2]  0.001469)     ([ 5, 3]  0.001272) 
    ([ 6, 9]  0.001631)     ([ 6, 1]  0.001752)     ([ 6, 2]  0.000709)     ([ 6, 3]  0.000883) 
  }
  From:  (5, 3)  {
    ([ 3, 1]  0.001477)     ([ 3, 2]  0.001612)     ([ 3, 3]  0.001160)     ([ 3, 4]  0.001431) 
    ([ 4, 1]  0.000954)     ([ 4, 2]  0.001126)     ([ 4, 3]  0.001306)     ([ 4, 4]  0.001143) 
    ([ 5, 1]  0.000723)     ([ 5, 2]  0.001734)     ([ 5, 3]  0.000997)     ([ 5, 4]  0.000951) 
    ([ 6, 1]  0.001563)     ([ 6, 2]  0.001296)     ([ 6, 3]  0.001298)     ([ 6, 4]  0.000654) 
  }
  From:  (5, 4)  {
    ([ 3, 2]  0.000964)     ([ 3, 3]  0.001118)     ([ 3, 4]  0.001116)     ([ 3, 5]  0.001317) 
    ([ 4, 2]  0.000834)     ([ 4, 3]  0.001327)     ([ 4, 4]  0.001229)     ([ 4, 5]  0.000872) 
    ([ 5, 2]  0.001307)     ([ 5, 3]  0.001203)     ([ 5, 4]  0.001672)     ([ 5, 5]  0.001752) 
    ([ 6, 2]  0.001499)     ([ 6, 3]  0.001813)     ([ 6, 4]  0.001477)     ([ 6, 5]  0.000867) 
  }
  From:  (5, 5)  {
    ([ 3, 3]  0.001027)     ([ 3, 4]  0.001640)     ([ 3, 5]  0.001403)     ([ 3, 6]  0.001345) 
    ([ 4, 3]  0.001835)     ([ 4, 4]  0.001083)     ([ 4, 5]  0.001581)     ([ 4, 6]  0.001050) 
    ([ 5, 3]  0.001518)     ([ 5, 4]  0.001138)     ([ 5, 5]  0.001129)     ([ 5, 6]  0.001239) 
    ([ 6, 3]  0.000950)     ([ 6, 4]  0.000856)     ([ 6, 5]  0.001154)     ([ 6, 6]  0.001609) 
  }
  From:  (5, 6)  {
    ([ 3, 4]  0.001724)     ([ 3, 5]  0.001229)     ([ 3, 6]  0.000751)     ([ 3, 7]  0.001625) 
    ([ 4, 4]  0.001210)     ([ 4, 5]  0.001766)     ([ 4, 6]  0.000679)     ([ 4, 7]  0.001328) 
    ([ 5, 4]  0.001636)     ([ 5, 5]  0.000728)     ([ 5, 6]  0.001407)     ([ 5, 7]  0.001801) 
    ([ 6, 4]  0.000931)     ([ 6, 5]  0.000675)     ([ 6, 6]  0.000825)     ([ 6, 7]  0.001616) 
  }
  From:  (5, 7)  {
    ([ 3, 5]  0.001160)     ([ 3, 6]  0.001368)     ([ 3, 7]  0.000767)     ([ 3, 8]  0.001044) 
    ([ 4, 5]  0.000809)     ([ 4, 6]  0.000825)     ([ 4, 7]  0.001584)     ([ 4, 8]  0.001644) 
    ([ 5, 5]  0.001123)     ([ 5, 6]  0.000996)     ([ 5, 7]  0.000925)     ([ 5, 8]  0.000760) 
    ([ 6, 5]  0.000996)     ([ 6, 6]  0.001745)     ([ 6, 7]  0.001656)     ([ 6, 8]  0.000790) 
  }
  From:  (5, 8)  {
    ([ 3, 6]  0.001546)     ([ 3, 7]  0.001395)     ([ 3, 8]  0.000652)     ([ 3, 9]  0.001454) 
    ([ 4, 6]  0.000892)     ([ 4, 7]  0.000939)     ([ 4, 8]  0.001198)     ([ 4, 9]  0.000905) 
    ([ 5, 6]  0.000932)     ([ 5, 7]  0.001726)     ([ 5, 8]  0.001691)     ([ 5, 9]  0.001585) 
    ([ 6, 6]  0.000780)     ([ 6, 7]  0.001298)     ([ 6, 8]  0.001744)     ([ 6, 9]  0.001193) 
  }
  From:  (5, 9)  {
    ([ 3, 7]  0.000707)     ([ 3, 8]  0.001666)     ([ 3, 9]  0.001446)     ([ 3, 1]  0.000864) 
    ([ 4, 7]  0.001147)     ([ 4, 8]  0.001657)     ([ 4, 9]  0.001035)     ([ 4, 1]  0.001631) 
    ([ 5, 7]  0.001168)     ([ 5, 8]  0.001417)     ([ 5, 9]  0.001141)     ([ 5, 1]  0.001225) 
    ([ 6, 7]  0.001843)     ([ 6, 8]  0.001028)     ([ 6, 9]  0.001150)     ([ 6, 1]  0.001101) 
  }
  From:  (6, 1)  {
    ([ 4, 8]  0.000850)     ([ 4, 9]  0.001668)     ([ 4, 1]  0.001211)     ([ 4, 2]  0.001464) 
    ([ 5, 8]  0.001110)     ([ 5, 9]  0.001738)     ([ 5, 1]  0.000675)     ([ 5, 2]  0.000776) 
    ([ 6, 8]  0.000706)     ([ 6, 9]  0.000894)     ([ 6, 1]  0.001602)     ([ 6, 2]  0.000960) 
    ([ 7, 8]  0.000824)     ([ 7, 9]  0.001806)     ([ 7, 1]  0.000719)     ([ 7, 2]  0.000730) 
  }
  From:  (6, 2)  {
    ([ 4, 9]  0.001580)     ([ 4, 1]  0.000865)     ([ 4, 2]  0.000931)     ([ 4, 3]  0.000659) 
    ([ 5, 9]  0.001798)     ([ 5, 1]  0.000782)     ([ 5, 2]  0.000895)     ([ 5, 3]  0.000905) 
    ([ 6, 9]  0.001768)     ([ 6, 1]  0.001549)     ([ 6, 2]  0.000791)     ([ 6, 3]  0.001769) 
    ([ 7, 9]  0.000889)     ([ 7, 1]  0.001581)     ([ 7, 2]  0.001281)     ([ 7, 3]  0.001023) 
  }
  From:  (6, 3)  {
    ([ 4, 1]  0.001777)     ([ 4, 2]  0.001689)     ([ 4, 3]  0.001352)     ([ 4, 4]  0.001715) 
    ([ 5, 1]  0.000737)     ([ 5, 2]  0.000747)     ([ 5, 3]  0.001484)     ([ 5, 4]  0.001549) 
    ([ 6, 1]  0.000843)     ([ 6, 2]  0.001228)     ([ 6, 3]  0.001140)     ([ 6, 4]  0.001617) 
    ([ 7, 1]  0.001297)     ([ 7, 2]  0.000665)     ([ 7, 3]  0.001422)     ([ 7, 4]  0.000917) 
  }
  From:  (6, 4)  {
    ([ 4, 2]  0.001328)     ([ 4, 3]  0.000875)     ([ 4, 4]  0.000947)     ([ 4, 5]  0.001436) 
    ([ 5, 2]  0.001398)     ([ 5, 3]  0.000764)     ([ 5, 4]  0.001533)     ([ 5, 5]  0.001319) 
    ([ 6, 2]  0.001373)     ([ 6, 3]  0.001567)     ([ 6, 4]  0.001352)     ([ 6, 5]  0.001257) 
    ([ 7, 2]  0.001661)     ([ 7, 3]  0.001825)     ([ 7, 4]  0.001645)     ([ 7, 5]  0.000860) 
  }
  From:  (6, 5)  {
    ([ 4, 3]  0.000905)     ([ 4, 4]  0.000939)     ([ 4, 5]  0.001612)     ([ 4, 6]  0.001045) 
    ([ 5, 3]  0.001643)     ([ 5, 4]  0.001443)     ([ 5, 5]  0.001608)     ([ 5, 6]  0.001789) 
    ([ 6, 3]  0.000789)     ([ 6, 4]  0.000956)     ([ 6, 5]  0.000789)     ([ 6, 6]  0.001148) 
    ([ 7, 3]  0.001118)     ([ 7, 4]  0.000955)     ([ 7, 5]  0.001109)     ([ 7, 6]  0.001207) 
  }
  From:  (6, 6)  {
    ([ 4, 4]  0.001612)     ([ 4, 5]  0.001595)     ([ 4, 6]  0.001090)     ([ 4, 7]  0.001287) 
    ([ 5, 4]  0.001367)     ([ 5, 5]  0.001271)     ([ 5, 6]  0.001201)     ([ 5, 7]  0.001752) 
    ([ 6, 4]  0.001702)     ([ 6, 5]  0.001361)     ([ 6, 6]  0.001680)     ([ 6, 7]  0.000894) 
    ([ 7, 4]  0.001400)     ([ 7, 5]  0.001345)     ([ 7, 6]  0.000739)     ([ 7, 7]  0.000882) 
  }
  From:  (6, 7)  {
    ([ 4, 5]  0.001468)     ([ 4, 6]  0.001714)     ([ 4, 7]  0.001529)     ([ 4, 8]  0.001554) 
    ([ 5, 5]  0.001153)     ([ 5, 6]  0.001300)     ([ 5, 7]  0.001661)     ([ 5, 8]  0.001635) 
    ([ 6, 5]  0.001049)     ([ 6, 6]  0.000777)     ([ 6, 7]  0.001375)     ([ 6, 8]  0.001799) 
    ([ 7, 5]  0.001216)     ([ 7, 6]  0.001747)     ([ 7, 7]  0.001325)     ([ 7, 8]  0.001701) 
  }
  From:  (6, 8)  {
    ([ 4, 6]  0.001367)     ([ 4, 7]  0.001629)     ([ 4, 8]  0.001162)     ([ 4, 9]  0.001218) 
    ([ 5, 6]  0.000922)     ([ 5, 7]  0.000731)     ([ 5, 8]  0.000807)     ([ 5, 9]  0.000684) 
    ([ 6, 6]  0.000991)     ([ 6, 7]  0.000728)     ([ 6, 8]  0.001614)     ([ 6, 9]  0.001133) 
    ([ 7, 6]  0.001735)     ([ 7, 7]  0.000821)     ([ 7, 8]  0.000801)     ([ 7, 9]  0.000972) 
  }
  From:  (6, 9)  {
    ([ 4, 7]  0.000672)     ([ 4, 8]  0.001579)     ([ 4, 9]  0.000926)     ([ 4, 1]  0.001389) 
    ([ 5, 7]  0.001599)     ([ 5, 8]  0.000787)     ([ 5, 9]  0.001415)     ([ 5, 1]  0.000721) 
    ([ 6, 7]  0.001373)     ([ 6, 8]  0.001805)     ([ 6, 9]  0.001830)     ([ 6, 1]  0.001528) 
    ([ 7, 7]  0.000968)     ([ 7, 8]  0.001784)     ([ 7, 9]  0.000895)     ([ 7, 1]  0.001750) 
  }
  From:  (7, 1)  {
    ([ 5, 8]  0.001074)     ([ 5, 9]  0.001698)     ([ 5, 1]  0.001404)     ([ 5, 2]  0.001686) 
    ([ 6, 8]  0.000774)     ([ 6, 9]  0.000680)     ([ 6, 1]  0.001790)     ([ 6, 2]  0.001460) 
    ([ 7, 8]  0.000731)     ([ 7, 9]  0.001054)     ([ 7, 1]  0.001090)     ([ 7, 2]  0.001279) 
    ([ 8, 8]  0.001667)     ([ 8, 9]  0.001049)     ([ 8, 1]  0.000968)     ([ 8, 2]  0.001771) 
  }
  From:  (7, 2)  {
    ([ 5, 9]  0.001308)     ([ 5, 1]  0.001741)     ([ 5, 2]  0.001499)     ([ 5, 3]  0.001025) 
    ([ 6, 9]  0.000974)     ([ 6, 1]  0.000670)     ([ 6, 2]  0.001417)     ([ 6, 3]  0.001197) 
    ([ 7, 9]  0.001654)     ([ 7, 1]  0.001400)     ([ 7, 2]  0.000850)     ([ 7, 3]  0.000966) 
    ([ 8, 9]  0.000918)     ([ 8, 1]  0.001051)     ([ 8, 2]  0.001226)     ([ 8, 3]  0.001245) 
  }
  From:  (7, 3)  {
    ([ 5, 1]  0.001319)     ([ 5, 2]  0.001157)     ([ 5, 3]  0.001836)     ([ 5, 4]  0.001829) 
    ([ 6, 1]  0.001136)     ([ 6, 2]  0.000815)     ([ 6, 3]  0.000688)     ([ 6, 4]  0.001063) 
    ([ 7, 1]  0.000710)     ([ 7, 2]  0.001312)     ([ 7, 3]  0.000754)     ([ 7, 4]  0.001799) 
    ([ 8, 1]  0.001645)     ([ 8, 2]  0.001073)     ([ 8, 3]  0.001517)     ([ 8, 4]  0.001322) 
  }
  From:  (7, 4)  {
    ([ 5, 2]  0.000878)     ([ 5, 3]  0.001304)     ([ 5, 4]  0.001498)     ([ 5, 5]  0.001446) 
    ([ 6, 2]  0.000688)     ([ 6, 3]  0.000815)     ([ 6, 4]  0.001316)     ([ 6, 5]  0.001448) 
    ([ 7, 2]  0.000714)     ([ 7, 3]  0.001314)     ([ 7, 4]  0.001255)     ([ 7, 5]  0.001069) 
    ([ 8, 2]  0.001014)     ([ 8, 3]  0.001455)     ([ 8, 4]  0.001103)     ([ 8, 5]  0.001017) 
  }
  From:  (7, 5)  {
    ([ 5, 3]  0.001666)     ([ 5, 4]  0.000802)     ([ 5, 5]  0.000688)     ([ 5, 6]  0.001398) 
    ([ 6, 3]  0.001228)     ([ 6, 4]  0.001546)     ([ 6, 5]  0.000817)     ([ 6, 6]  0.000787) 
    ([ 7, 3]  0.001558)     ([ 7, 4]  0.001540)     ([ 7, 5]  0.001668)     ([ 7, 6]  0.000929) 
    ([ 8, 3]  0.000747)     ([ 8, 4]  0.001407)     ([ 8, 5]  0.001215)     ([ 8, 6]  0.001613) 
  }
  From:  (7, 6)  {
    ([ 5, 4]  0.001401)     ([ 5, 5]  0.001437)     ([ 5, 6]  0.001519)     ([ 5, 7]  0.001429) 
    ([ 6, 4]  0.001620)     ([ 6, 5]  0.001688)     ([ 6, 6]  0.000886)     ([ 6, 7]  0.000916) 
    ([ 7, 4]  0.001397)     ([ 7, 5]  0.001725)     ([ 7, 6]  0.001451)     ([ 7, 7]  0.001079) 
    ([ 8, 4]  0.001535)     ([ 8, 5]  0.001800)     ([ 8, 6]  0.001388)     ([ 8, 7]  0.001125) 
  }
  From:  (7, 7)  {
    ([ 5, 5]  0.001023)     ([ 5, 6]  0.001192)     ([ 5, 7]  0.001539)     ([ 5, 8]  0.001791) 
    ([ 6, 5]  0.001479)     ([ 6, 6]  0.000844)     ([ 6, 7]  0.001439)     ([ 6, 8]  0.001599) 
    ([ 7, 5]  0.001584)     ([ 7, 6]  0.001840)     ([ 7, 7]  0.001722)     ([ 7, 8]  0.001180) 
    ([ 8, 5]  0.001360)     ([ 8, 6]  0.001563)     ([ 8, 7]  0.000969)     ([ 8, 8]  0.001027) 
  }
  From:  (7, 8)  {
    ([ 5, 6]  0.001536)     ([ 5, 7]  0.001439)     ([ 5, 8]  0.000983)     ([ 5, 9]  0.001126) 
    ([ 6, 6]  0.001674)     ([ 6, 7]  0.001353)     ([ 6, 8]  0.001348)     ([ 6, 9]  0.001615) 
    ([ 7, 6]  0.001564)     ([ 7, 7]  0.001575)     ([ 7, 8]  0.001592)     ([ 7, 9]  0.001579) 
    ([ 8, 6]  0.000720)     ([ 8, 7]  0.001462)     ([ 8, 8]  0.001618)     ([ 8, 9]  0.000658) 
  }
  From:  (7, 9)  {
    ([ 5, 7]  0.000705)     ([ 5, 8]  0.001256)     ([ 5, 9]  0.001552)     ([ 5, 1]  0.001384) 
    ([ 6, 7]  0.001231)     ([ 6, 8]  0.000995)     ([ 6, 9]  0.001640)     ([ 6, 1]  0.001017) 
    ([ 7, 7]  0.001122)     ([ 7, 8]  0.001658)     ([ 7, 9]  0.000746)     ([ 7, 1]  0.001750) 
    ([ 8, 7]  0.000957)     ([ 8, 8]  0.001477)     ([ 8, 9]  0.001771)     ([ 8, 1]  0.001483) 
  }
  From:  (8, 1)  {
    ([ 6, 8]  0.001001)     ([ 6, 9]  0.001100)     ([ 6, 1]  0.000927)     ([ 6, 2]  0.001145) 
    ([ 7, 8]  0.000835)     ([ 7, 9]  0.001181)     ([ 7, 1]  0.000993)     ([ 7, 2]  0.001556) 
    ([ 8, 8]  0.000983)     ([ 8, 9]  0.001615)     ([ 8, 1]  0.001636)     ([ 8, 2]  0.000655) 
    ([ 9, 8]  0.001095)     ([ 9, 9]  0.000767)     ([ 9, 1]  0.001703)     ([ 9, 2]  0.001427) 
  }
  From:  (8, 2)  {
    ([ 6, 9]  0.001808)     ([ 6, 1]  0.000810)     ([ 6, 2]  0.001607)     ([ 6, 3]  0.000765) 
    ([ 7, 9]  0.001546)     ([ 7, 1]  0.001250)     ([ 7, 2]  0.000897)     ([ 7, 3]  0.001075) 
    ([ 8, 9]  0.001171)     ([ 8, 1]  0.001779)     ([ 8, 2]  0.001119)     ([ 8, 3]  0.000824) 
    ([ 9, 9]  0.000976)     ([ 9, 1]  0.000834)     ([ 9, 2]  0.001749)     ([ 9, 3]  0.001480) 
  }
  From:  (8, 3)  {
    ([ 6, 1]  0.001682)     ([ 6, 2]  0.000964)     ([ 6, 3]  0.001084)     ([ 6, 4]  0.000736) 
    ([ 7, 1]  0.001717)     ([ 7, 2]  0.001043)     ([ 7, 3]  0.000705)     ([ 7, 4]  0.001665) 
    ([ 8, 1]  0.001319)     ([ 8, 2]  0.001735)     ([ 8, 3]  0.000912)     ([ 8, 4]  0.001147) 
    ([ 9, 1]  0.001707)     ([ 9, 2]  0.001668)     ([ 9, 3]  0.001524)     ([ 9, 4]  0.001158) 
  }
  From:  (8, 4)  {
    ([ 6, 2]  0.001666)     ([ 6, 3]  0.000969)     ([ 6, 4]  0.001139)     ([ 6, 5]  0.001066) 
    ([ 7, 2]  0.001109)     ([ 7, 3]  0.001577)     ([ 7, 4]  0.001157)     ([ 7, 5]  0.000994) 
    ([ 8, 2]  0.001136)     ([ 8, 3]  0.001812)     ([ 8, 4]  0.001482)     ([ 8, 5]  0.001788) 
    ([ 9, 2]  0.001604)     ([ 9, 3]  0.001097)     ([ 9, 4]  0.000711)     ([ 9, 5]  0.001445) 
  }
  From:  (8, 5)  {
    ([ 6, 3]  0.000656)     ([ 6, 4]  0.001698)     ([ 6, 5]  0.000875)     ([ 6, 6]  0.001070) 
    ([ 7, 3]  0.000824)     ([ 7, 4]  0.000814)     ([ 7, 5]  0.001387)     ([ 7, 6]  0.001001) 
    ([ 8, 3]  0.001627)     ([ 8, 4]  0.001010)     ([ 8, 5]  0.001572)     ([ 8, 6]  0.001412) 
    ([ 9, 3]  0.001450)     ([ 9, 4]  0.001517)     ([ 9, 5]  0.000831)     ([ 9, 6]  0.001390) 
  }
  From:  (8, 6)  {
    ([ 6, 4]  0.001427)     ([ 6, 5]  0.001264)     ([ 6, 6]  0.001674)     ([ 6, 7]  0.001392) 
    ([ 7, 4]  0.000830)     ([ 7, 5]  0.000711)     ([ 7, 6]  0.000807)     ([ 7, 7]  0.000954) 
    ([ 8, 4]  0.001671)     ([ 8, 5]  0.001580)     ([ 8, 6]  0.001544)     ([ 8, 7]  0.001732) 
    ([ 9, 4]  0.001650)     ([ 9, 5]  0.001828)     ([ 9, 6]  0.001398)     ([ 9, 7]  0.000978) 
  }
  From:  (8, 7)  {
    ([ 6, 5]  0.001508)     ([ 6, 6]  0.001347)     ([ 6, 7]  0.000689)     ([ 6, 8]  0.001623) 
    ([ 7, 5]  0.001702)     ([ 7, 6]  0.000977)     ([ 7, 7]  0.001677)     ([ 7, 8]  0.000680) 
    ([ 8, 5]  0.001347)     ([ 8, 6]  0.001634)     ([ 8, 7]  0.001561)     ([ 8, 8]  0.000777) 
    ([ 9, 5]  0.001495)     ([ 9, 6]  0.001546)     ([ 9, 7]  0.001842)     ([ 9, 8]  0.001267) 
  }
  From:  (8, 8)  {
    ([ 6, 6]  0.000715)     ([ 6, 7]  0.001850)     ([ 6, 8]  0.001061)     ([ 6, 9]  0.001359) 
    ([ 7, 6]  0.001554)     ([ 7, 7]  0.001706)     ([ 7, 8]  0.000946)     ([ 7, 9]  0.001360) 
    ([ 8, 6]  0.001822)     ([ 8, 7]  0.001609)     ([ 8, 8]  0.001196)     ([ 8, 9]  0.000663) 
    ([ 9, 6]  0.001129)     ([ 9, 7]  0.000922)     ([ 9, 8]  0.001428)     ([ 9, 9]  0.001193) 
  }
  From:  (8, 9)  {
    ([ 6, 7]  0.000742)     ([ 6, 8]  0.001306)     ([ 6, 9]  0.001071)     ([ 6, 1]  0.001658) 
    ([ 7, 7]  0.000791)     ([ 7, 8]  0.001120)     ([ 7, 9]  0.000779)     ([ 7, 1]  0.000892) 
    ([ 8, 7]  0.001190)     ([ 8, 8]  0.001161)     ([ 8, 9]  0.001071)     ([ 8, 1]  0.001700) 
    ([ 9, 7]  0.000821)     ([ 9, 8]  0.001240)     ([ 9, 9]  0.001339)     ([ 9, 1]  0.001238) 
  }
  From:  (9, 1)  {
    ([ 7, 8]  0.000997)     ([ 7, 9]  0.001225)     ([ 7, 1]  0.001213)     ([ 7, 2]  0.001524) 
    ([ 8, 8]  0.000857)     ([ 8, 9]  0.000986)     ([ 8, 1]  0.001161)     ([ 8, 2]  0.001217) 
    ([ 9, 8]  0.001265)     ([ 9, 9]  0.001515)     ([ 9, 1]  0.001122)     ([ 9, 2]  0.001403) 
    ([ 1, 8]  0.001740)     ([ 1, 9]  0.001123)     ([ 1, 1]  0.001148)     ([ 1, 2]  0.001368) 
  }
  From:  (9, 2)  {
    ([ 7, 9]  0.000904)     ([ 7, 1]  0.001780)     ([ 7, 2]  0.001008)     ([ 7, 3]  0.000807) 
    ([ 8, 9]  0.001185)     ([ 8, 1]  0.001141)     ([ 8, 2]  0.001582)     ([ 8, 3]  0.001821) 
    ([ 9, 9]  0.000733)     ([ 9, 1]  0.001843)     ([ 9, 2]  0.000903)     ([ 9, 3]  0.001426) 
    ([ 1, 9]  0.001640)     ([ 1, 1]  0.001415)     ([ 1, 2]  0.001067)     ([ 1, 3]  0.001044) 
  }
  From:  (9, 3)  {
    ([ 7, 1]  0.000850)     ([ 7, 2]  0.001440)     ([ 7, 3]  0.001737)     ([ 7, 4]  0.001715) 
    ([ 8, 1]  0.000959)     ([ 8, 2]  0.001696)     ([ 8, 3]  0.001598)     ([ 8, 4]  0.001594) 
    ([ 9, 1]  0.001652)     ([ 9, 2]  0.001096)     ([ 9, 3]  0.001307)     ([ 9, 4]  0.001408) 
    ([ 1, 1]  0.001643)     ([ 1, 2]  0.001262)     ([ 1, 3]  0.000976)     ([ 1, 4]  0.000686) 
  }
  From:  (9, 4)  {
    ([ 7, 2]  0.001196)     ([ 7, 3]  0.001145)     ([ 7, 4]  0.001313)     ([ 7, 5]  0.001153) 
    ([ 8, 2]  0.001478)     ([ 8, 3]  0.001545)     ([ 8, 4]  0.000882)     ([ 8, 5]  0.001266) 
    ([ 9, 2]  0.001112)     ([ 9, 3]  0.001069)     ([ 9, 4]  0.001129)     ([ 9, 5]  0.000743) 
    ([ 1, 2]  0.000731)     ([ 1, 3]  0.001591)     ([ 1, 4]  0.001633)     ([ 1, 5]  0.001620) 
  }
  From:  (9, 5)  {
    ([ 7, 3]  0.001131)     ([ 7, 4]  0.001617)     ([ 7, 5]  0.001074)     ([ 7, 6]  0.000868) 
    ([ 8, 3]  0.001322)     ([ 8, 4]  0.000954)     ([ 8, 5]  0.001737)     ([ 8, 6]  0.001000) 
    ([ 9, 3]  0.001049)     ([ 9, 4]  0.001716)     ([ 9, 5]  0.001049)     ([ 9, 6]  0.001665) 
    ([ 1, 3]  0.001341)     ([ 1, 4]  0.000971)     ([ 1, 5]  0.001457)     ([ 1, 6]  0.001481) 
  }
  From:  (9, 6)  {
    ([ 7, 4]  0.001594)     ([ 7, 5]  0.001619)     ([ 7, 6]  0.001112)     ([ 7, 7]  0.001217) 
    ([ 8, 4]  0.001726)     ([ 8, 5]  0.001649)     ([ 8, 6]  0.001508)     ([ 8, 7]  0.000960) 
    ([ 9, 4]  0.000811)     ([ 9, 5]  0.001302)     ([ 9, 6]  0.001251)     ([ 9, 7]  0.001044) 
    ([ 1, 4]  0.001467)     ([ 1, 5]  0.001274)     ([ 1, 6]  0.001502)     ([ 1, 7]  0.001288) 
  }
  From:  (9, 7)  {
    ([ 7, 5]  0.000838)     ([ 7, 6]  0.001357)     ([ 7, 7]  0.001530)     ([ 7, 8]  0.000755) 
    ([ 8, 5]  0.001158)     ([ 8, 6]  0.001399)     ([ 8, 7]  0.000660)     ([ 8, 8]  0.001847) 
    ([ 9, 5]  0.000681)     ([ 9, 6]  0.000797)     ([ 9, 7]  0.001669)     ([ 9, 8]  0.001507) 
    ([ 1, 5]  0.001460)     ([ 1, 6]  0.000920)     ([ 1, 7]  0.001203)     ([ 1, 8]  0.000785) 
  }
  From:  (9, 8)  {
    ([ 7, 6]  0.001262)     ([ 7, 7]  0.000818)     ([ 7, 8]  0.001829)     ([ 7, 9]  0.001032) 
    ([ 8, 6]  0.001298)     ([ 8, 7]  0.001680)     ([ 8, 8]  0.000744)     ([ 8, 9]  0.001192) 
    ([ 9, 6]  0.001355)     ([ 9, 7]  0.001120)     ([ 9, 8]  0.000664)     ([ 9, 9]  0.001676) 
    ([ 1, 6]  0.000945)     ([ 1, 7]  0.001526)     ([ 1, 8]  0.001099)     ([ 1, 9]  0.001849) 
  }
  From:  (9, 9)  {
    ([ 7, 7]  0.001683)     ([ 7, 8]  0.000858)     ([ 7, 9]  0.001418)     ([ 7, 1]  0.001619) 
    ([ 8, 7]  0.001030)     ([ 8, 8]  0.001447)     ([ 8, 9]  0.001233)     ([ 8, 1]  0.001628) 
    ([ 9, 7]  0.001173)     ([ 9, 8]  0.001009)     ([ 9, 9]  0.001125)     ([ 9, 1]  0.000917) 
    ([ 1, 7]  0.000826)     ([ 1, 8]  0.000935)     ([ 1, 9]  0.001147)     ([ 1, 1]  0.001369) 
  }
}

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