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_7
attsefd2.w
attvatts.w
efd1efd1.w
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weightslist.txt
                            
% Fri Aug 21 17:13:46 2015

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

Connect(exss, ev4v)  {
  From:  (1, 1)  {
    ([ 8, 8]  0.000786)     ([ 8, 9]  0.000950)     ([ 8, 1]  0.001752)     ([ 8, 2]  0.001261) 
    ([ 9, 8]  0.001701)     ([ 9, 9]  0.001399)     ([ 9, 1]  0.001782)     ([ 9, 2]  0.001026) 
    ([ 1, 8]  0.001133)     ([ 1, 9]  0.001248)     ([ 1, 1]  0.001190)     ([ 1, 2]  0.001675) 
    ([ 2, 8]  0.001349)     ([ 2, 9]  0.000983)     ([ 2, 1]  0.001031)     ([ 2, 2]  0.001778) 
  }
  From:  (1, 2)  {
    ([ 8, 9]  0.001359)     ([ 8, 1]  0.001744)     ([ 8, 2]  0.001179)     ([ 8, 3]  0.001839) 
    ([ 9, 9]  0.000669)     ([ 9, 1]  0.001089)     ([ 9, 2]  0.000743)     ([ 9, 3]  0.001202) 
    ([ 1, 9]  0.000760)     ([ 1, 1]  0.000948)     ([ 1, 2]  0.001829)     ([ 1, 3]  0.001827) 
    ([ 2, 9]  0.000651)     ([ 2, 1]  0.001313)     ([ 2, 2]  0.000736)     ([ 2, 3]  0.001005) 
  }
  From:  (1, 3)  {
    ([ 8, 1]  0.001799)     ([ 8, 2]  0.000854)     ([ 8, 3]  0.001363)     ([ 8, 4]  0.001686) 
    ([ 9, 1]  0.001584)     ([ 9, 2]  0.000730)     ([ 9, 3]  0.001656)     ([ 9, 4]  0.001761) 
    ([ 1, 1]  0.001812)     ([ 1, 2]  0.001614)     ([ 1, 3]  0.000904)     ([ 1, 4]  0.001528) 
    ([ 2, 1]  0.001741)     ([ 2, 2]  0.001100)     ([ 2, 3]  0.000771)     ([ 2, 4]  0.001323) 
  }
  From:  (1, 4)  {
    ([ 8, 2]  0.001385)     ([ 8, 3]  0.000875)     ([ 8, 4]  0.001064)     ([ 8, 5]  0.000864) 
    ([ 9, 2]  0.001404)     ([ 9, 3]  0.001081)     ([ 9, 4]  0.000957)     ([ 9, 5]  0.001054) 
    ([ 1, 2]  0.000808)     ([ 1, 3]  0.001156)     ([ 1, 4]  0.000779)     ([ 1, 5]  0.000656) 
    ([ 2, 2]  0.001753)     ([ 2, 3]  0.001788)     ([ 2, 4]  0.001486)     ([ 2, 5]  0.000725) 
  }
  From:  (1, 5)  {
    ([ 8, 3]  0.000663)     ([ 8, 4]  0.001341)     ([ 8, 5]  0.000778)     ([ 8, 6]  0.001019) 
    ([ 9, 3]  0.001671)     ([ 9, 4]  0.001122)     ([ 9, 5]  0.000737)     ([ 9, 6]  0.001548) 
    ([ 1, 3]  0.001382)     ([ 1, 4]  0.001479)     ([ 1, 5]  0.001143)     ([ 1, 6]  0.001047) 
    ([ 2, 3]  0.001811)     ([ 2, 4]  0.001397)     ([ 2, 5]  0.001648)     ([ 2, 6]  0.001174) 
  }
  From:  (1, 6)  {
    ([ 8, 4]  0.001627)     ([ 8, 5]  0.001149)     ([ 8, 6]  0.000726)     ([ 8, 7]  0.001508) 
    ([ 9, 4]  0.001549)     ([ 9, 5]  0.001106)     ([ 9, 6]  0.001415)     ([ 9, 7]  0.000751) 
    ([ 1, 4]  0.001712)     ([ 1, 5]  0.000801)     ([ 1, 6]  0.001692)     ([ 1, 7]  0.000660) 
    ([ 2, 4]  0.001192)     ([ 2, 5]  0.000739)     ([ 2, 6]  0.001276)     ([ 2, 7]  0.001242) 
  }
  From:  (1, 7)  {
    ([ 8, 5]  0.001748)     ([ 8, 6]  0.001317)     ([ 8, 7]  0.001168)     ([ 8, 8]  0.001352) 
    ([ 9, 5]  0.001659)     ([ 9, 6]  0.001298)     ([ 9, 7]  0.001677)     ([ 9, 8]  0.001315) 
    ([ 1, 5]  0.001302)     ([ 1, 6]  0.001008)     ([ 1, 7]  0.001434)     ([ 1, 8]  0.001057) 
    ([ 2, 5]  0.001392)     ([ 2, 6]  0.000829)     ([ 2, 7]  0.001247)     ([ 2, 8]  0.001011) 
  }
  From:  (1, 8)  {
    ([ 8, 6]  0.001666)     ([ 8, 7]  0.001492)     ([ 8, 8]  0.000860)     ([ 8, 9]  0.001594) 
    ([ 9, 6]  0.001330)     ([ 9, 7]  0.001806)     ([ 9, 8]  0.001503)     ([ 9, 9]  0.001288) 
    ([ 1, 6]  0.001327)     ([ 1, 7]  0.000659)     ([ 1, 8]  0.001228)     ([ 1, 9]  0.001198) 
    ([ 2, 6]  0.001498)     ([ 2, 7]  0.001693)     ([ 2, 8]  0.001488)     ([ 2, 9]  0.001847) 
  }
  From:  (1, 9)  {
    ([ 8, 7]  0.000729)     ([ 8, 8]  0.001592)     ([ 8, 9]  0.001425)     ([ 8, 1]  0.001484) 
    ([ 9, 7]  0.001843)     ([ 9, 8]  0.001713)     ([ 9, 9]  0.001674)     ([ 9, 1]  0.001152) 
    ([ 1, 7]  0.001522)     ([ 1, 8]  0.001822)     ([ 1, 9]  0.001756)     ([ 1, 1]  0.000963) 
    ([ 2, 7]  0.001065)     ([ 2, 8]  0.000764)     ([ 2, 9]  0.000743)     ([ 2, 1]  0.001637) 
  }
  From:  (2, 1)  {
    ([ 9, 8]  0.001388)     ([ 9, 9]  0.000800)     ([ 9, 1]  0.001465)     ([ 9, 2]  0.001076) 
    ([ 1, 8]  0.000687)     ([ 1, 9]  0.001690)     ([ 1, 1]  0.001554)     ([ 1, 2]  0.001816) 
    ([ 2, 8]  0.001435)     ([ 2, 9]  0.001366)     ([ 2, 1]  0.001115)     ([ 2, 2]  0.001777) 
    ([ 3, 8]  0.001498)     ([ 3, 9]  0.001069)     ([ 3, 1]  0.000927)     ([ 3, 2]  0.001693) 
  }
  From:  (2, 2)  {
    ([ 9, 9]  0.001454)     ([ 9, 1]  0.001691)     ([ 9, 2]  0.001400)     ([ 9, 3]  0.001246) 
    ([ 1, 9]  0.001420)     ([ 1, 1]  0.001109)     ([ 1, 2]  0.001753)     ([ 1, 3]  0.001380) 
    ([ 2, 9]  0.001830)     ([ 2, 1]  0.000882)     ([ 2, 2]  0.001053)     ([ 2, 3]  0.001364) 
    ([ 3, 9]  0.001736)     ([ 3, 1]  0.001015)     ([ 3, 2]  0.001049)     ([ 3, 3]  0.000726) 
  }
  From:  (2, 3)  {
    ([ 9, 1]  0.001198)     ([ 9, 2]  0.000908)     ([ 9, 3]  0.001630)     ([ 9, 4]  0.001723) 
    ([ 1, 1]  0.001326)     ([ 1, 2]  0.001042)     ([ 1, 3]  0.001474)     ([ 1, 4]  0.000865) 
    ([ 2, 1]  0.000841)     ([ 2, 2]  0.001056)     ([ 2, 3]  0.000817)     ([ 2, 4]  0.001211) 
    ([ 3, 1]  0.000845)     ([ 3, 2]  0.001157)     ([ 3, 3]  0.001724)     ([ 3, 4]  0.001684) 
  }
  From:  (2, 4)  {
    ([ 9, 2]  0.000714)     ([ 9, 3]  0.001773)     ([ 9, 4]  0.001839)     ([ 9, 5]  0.001340) 
    ([ 1, 2]  0.000693)     ([ 1, 3]  0.001759)     ([ 1, 4]  0.000731)     ([ 1, 5]  0.001515) 
    ([ 2, 2]  0.001092)     ([ 2, 3]  0.001480)     ([ 2, 4]  0.000846)     ([ 2, 5]  0.000955) 
    ([ 3, 2]  0.000914)     ([ 3, 3]  0.000966)     ([ 3, 4]  0.001662)     ([ 3, 5]  0.000862) 
  }
  From:  (2, 5)  {
    ([ 9, 3]  0.001335)     ([ 9, 4]  0.001449)     ([ 9, 5]  0.000818)     ([ 9, 6]  0.001100) 
    ([ 1, 3]  0.000675)     ([ 1, 4]  0.001314)     ([ 1, 5]  0.000860)     ([ 1, 6]  0.001460) 
    ([ 2, 3]  0.000758)     ([ 2, 4]  0.001703)     ([ 2, 5]  0.001287)     ([ 2, 6]  0.000679) 
    ([ 3, 3]  0.001252)     ([ 3, 4]  0.001789)     ([ 3, 5]  0.001131)     ([ 3, 6]  0.000674) 
  }
  From:  (2, 6)  {
    ([ 9, 4]  0.000902)     ([ 9, 5]  0.001237)     ([ 9, 6]  0.001020)     ([ 9, 7]  0.001066) 
    ([ 1, 4]  0.001178)     ([ 1, 5]  0.001824)     ([ 1, 6]  0.001494)     ([ 1, 7]  0.000747) 
    ([ 2, 4]  0.001594)     ([ 2, 5]  0.001729)     ([ 2, 6]  0.000740)     ([ 2, 7]  0.000936) 
    ([ 3, 4]  0.001294)     ([ 3, 5]  0.000995)     ([ 3, 6]  0.001012)     ([ 3, 7]  0.001093) 
  }
  From:  (2, 7)  {
    ([ 9, 5]  0.001491)     ([ 9, 6]  0.001021)     ([ 9, 7]  0.001651)     ([ 9, 8]  0.001253) 
    ([ 1, 5]  0.001737)     ([ 1, 6]  0.001237)     ([ 1, 7]  0.001829)     ([ 1, 8]  0.000944) 
    ([ 2, 5]  0.000905)     ([ 2, 6]  0.001355)     ([ 2, 7]  0.001835)     ([ 2, 8]  0.001080) 
    ([ 3, 5]  0.000814)     ([ 3, 6]  0.000720)     ([ 3, 7]  0.001619)     ([ 3, 8]  0.001561) 
  }
  From:  (2, 8)  {
    ([ 9, 6]  0.001389)     ([ 9, 7]  0.001245)     ([ 9, 8]  0.001284)     ([ 9, 9]  0.001159) 
    ([ 1, 6]  0.001205)     ([ 1, 7]  0.001201)     ([ 1, 8]  0.000768)     ([ 1, 9]  0.001103) 
    ([ 2, 6]  0.001685)     ([ 2, 7]  0.001350)     ([ 2, 8]  0.001438)     ([ 2, 9]  0.001322) 
    ([ 3, 6]  0.001633)     ([ 3, 7]  0.001801)     ([ 3, 8]  0.000712)     ([ 3, 9]  0.000766) 
  }
  From:  (2, 9)  {
    ([ 9, 7]  0.000729)     ([ 9, 8]  0.001049)     ([ 9, 9]  0.001001)     ([ 9, 1]  0.000889) 
    ([ 1, 7]  0.001645)     ([ 1, 8]  0.001615)     ([ 1, 9]  0.001338)     ([ 1, 1]  0.001496) 
    ([ 2, 7]  0.000696)     ([ 2, 8]  0.001078)     ([ 2, 9]  0.000885)     ([ 2, 1]  0.000695) 
    ([ 3, 7]  0.001844)     ([ 3, 8]  0.001502)     ([ 3, 9]  0.000878)     ([ 3, 1]  0.000881) 
  }
  From:  (3, 1)  {
    ([ 1, 8]  0.000982)     ([ 1, 9]  0.001528)     ([ 1, 1]  0.001474)     ([ 1, 2]  0.000918) 
    ([ 2, 8]  0.001424)     ([ 2, 9]  0.001677)     ([ 2, 1]  0.000796)     ([ 2, 2]  0.001319) 
    ([ 3, 8]  0.000716)     ([ 3, 9]  0.001561)     ([ 3, 1]  0.000849)     ([ 3, 2]  0.001146) 
    ([ 4, 8]  0.001132)     ([ 4, 9]  0.001633)     ([ 4, 1]  0.001702)     ([ 4, 2]  0.001279) 
  }
  From:  (3, 2)  {
    ([ 1, 9]  0.001296)     ([ 1, 1]  0.001549)     ([ 1, 2]  0.001767)     ([ 1, 3]  0.001057) 
    ([ 2, 9]  0.000917)     ([ 2, 1]  0.000828)     ([ 2, 2]  0.001806)     ([ 2, 3]  0.001753) 
    ([ 3, 9]  0.000731)     ([ 3, 1]  0.001389)     ([ 3, 2]  0.001834)     ([ 3, 3]  0.001539) 
    ([ 4, 9]  0.001001)     ([ 4, 1]  0.001261)     ([ 4, 2]  0.001313)     ([ 4, 3]  0.001504) 
  }
  From:  (3, 3)  {
    ([ 1, 1]  0.000698)     ([ 1, 2]  0.001102)     ([ 1, 3]  0.001670)     ([ 1, 4]  0.001641) 
    ([ 2, 1]  0.001010)     ([ 2, 2]  0.001377)     ([ 2, 3]  0.000905)     ([ 2, 4]  0.001811) 
    ([ 3, 1]  0.000686)     ([ 3, 2]  0.001666)     ([ 3, 3]  0.001300)     ([ 3, 4]  0.001372) 
    ([ 4, 1]  0.001712)     ([ 4, 2]  0.001013)     ([ 4, 3]  0.000703)     ([ 4, 4]  0.000923) 
  }
  From:  (3, 4)  {
    ([ 1, 2]  0.000743)     ([ 1, 3]  0.000792)     ([ 1, 4]  0.000967)     ([ 1, 5]  0.001534) 
    ([ 2, 2]  0.001010)     ([ 2, 3]  0.001434)     ([ 2, 4]  0.001639)     ([ 2, 5]  0.000729) 
    ([ 3, 2]  0.000991)     ([ 3, 3]  0.001400)     ([ 3, 4]  0.001216)     ([ 3, 5]  0.001622) 
    ([ 4, 2]  0.001316)     ([ 4, 3]  0.001572)     ([ 4, 4]  0.001843)     ([ 4, 5]  0.001630) 
  }
  From:  (3, 5)  {
    ([ 1, 3]  0.000826)     ([ 1, 4]  0.001683)     ([ 1, 5]  0.001025)     ([ 1, 6]  0.000755) 
    ([ 2, 3]  0.001364)     ([ 2, 4]  0.001517)     ([ 2, 5]  0.001385)     ([ 2, 6]  0.001544) 
    ([ 3, 3]  0.000980)     ([ 3, 4]  0.000741)     ([ 3, 5]  0.001446)     ([ 3, 6]  0.000896) 
    ([ 4, 3]  0.000997)     ([ 4, 4]  0.001764)     ([ 4, 5]  0.001358)     ([ 4, 6]  0.000829) 
  }
  From:  (3, 6)  {
    ([ 1, 4]  0.001141)     ([ 1, 5]  0.001268)     ([ 1, 6]  0.000922)     ([ 1, 7]  0.001108) 
    ([ 2, 4]  0.000973)     ([ 2, 5]  0.001470)     ([ 2, 6]  0.001651)     ([ 2, 7]  0.000831) 
    ([ 3, 4]  0.001727)     ([ 3, 5]  0.000653)     ([ 3, 6]  0.001160)     ([ 3, 7]  0.000706) 
    ([ 4, 4]  0.001723)     ([ 4, 5]  0.001637)     ([ 4, 6]  0.000800)     ([ 4, 7]  0.000879) 
  }
  From:  (3, 7)  {
    ([ 1, 5]  0.000698)     ([ 1, 6]  0.001800)     ([ 1, 7]  0.000699)     ([ 1, 8]  0.000650) 
    ([ 2, 5]  0.001721)     ([ 2, 6]  0.001455)     ([ 2, 7]  0.001658)     ([ 2, 8]  0.001203) 
    ([ 3, 5]  0.001812)     ([ 3, 6]  0.000829)     ([ 3, 7]  0.001679)     ([ 3, 8]  0.001258) 
    ([ 4, 5]  0.001191)     ([ 4, 6]  0.001534)     ([ 4, 7]  0.001686)     ([ 4, 8]  0.001608) 
  }
  From:  (3, 8)  {
    ([ 1, 6]  0.001797)     ([ 1, 7]  0.001548)     ([ 1, 8]  0.001542)     ([ 1, 9]  0.001756) 
    ([ 2, 6]  0.001602)     ([ 2, 7]  0.001653)     ([ 2, 8]  0.000992)     ([ 2, 9]  0.001587) 
    ([ 3, 6]  0.001050)     ([ 3, 7]  0.001259)     ([ 3, 8]  0.001750)     ([ 3, 9]  0.001560) 
    ([ 4, 6]  0.001290)     ([ 4, 7]  0.001358)     ([ 4, 8]  0.001526)     ([ 4, 9]  0.000692) 
  }
  From:  (3, 9)  {
    ([ 1, 7]  0.001151)     ([ 1, 8]  0.000808)     ([ 1, 9]  0.001096)     ([ 1, 1]  0.001013) 
    ([ 2, 7]  0.001053)     ([ 2, 8]  0.001242)     ([ 2, 9]  0.001153)     ([ 2, 1]  0.000660) 
    ([ 3, 7]  0.000767)     ([ 3, 8]  0.000822)     ([ 3, 9]  0.001444)     ([ 3, 1]  0.000847) 
    ([ 4, 7]  0.001457)     ([ 4, 8]  0.001825)     ([ 4, 9]  0.001025)     ([ 4, 1]  0.001502) 
  }
  From:  (4, 1)  {
    ([ 2, 8]  0.000670)     ([ 2, 9]  0.001648)     ([ 2, 1]  0.001307)     ([ 2, 2]  0.001128) 
    ([ 3, 8]  0.001495)     ([ 3, 9]  0.000880)     ([ 3, 1]  0.001764)     ([ 3, 2]  0.000858) 
    ([ 4, 8]  0.001230)     ([ 4, 9]  0.000739)     ([ 4, 1]  0.000891)     ([ 4, 2]  0.000722) 
    ([ 5, 8]  0.001346)     ([ 5, 9]  0.001117)     ([ 5, 1]  0.001469)     ([ 5, 2]  0.001422) 
  }
  From:  (4, 2)  {
    ([ 2, 9]  0.001296)     ([ 2, 1]  0.000802)     ([ 2, 2]  0.001797)     ([ 2, 3]  0.001055) 
    ([ 3, 9]  0.001473)     ([ 3, 1]  0.000872)     ([ 3, 2]  0.001678)     ([ 3, 3]  0.001547) 
    ([ 4, 9]  0.001643)     ([ 4, 1]  0.001454)     ([ 4, 2]  0.001642)     ([ 4, 3]  0.001412) 
    ([ 5, 9]  0.001398)     ([ 5, 1]  0.000718)     ([ 5, 2]  0.001286)     ([ 5, 3]  0.000826) 
  }
  From:  (4, 3)  {
    ([ 2, 1]  0.000892)     ([ 2, 2]  0.001496)     ([ 2, 3]  0.000961)     ([ 2, 4]  0.000932) 
    ([ 3, 1]  0.001806)     ([ 3, 2]  0.001632)     ([ 3, 3]  0.000749)     ([ 3, 4]  0.001164) 
    ([ 4, 1]  0.000881)     ([ 4, 2]  0.000762)     ([ 4, 3]  0.001661)     ([ 4, 4]  0.001150) 
    ([ 5, 1]  0.000713)     ([ 5, 2]  0.001850)     ([ 5, 3]  0.000787)     ([ 5, 4]  0.000932) 
  }
  From:  (4, 4)  {
    ([ 2, 2]  0.001587)     ([ 2, 3]  0.001631)     ([ 2, 4]  0.001801)     ([ 2, 5]  0.000849) 
    ([ 3, 2]  0.001139)     ([ 3, 3]  0.001036)     ([ 3, 4]  0.001694)     ([ 3, 5]  0.001725) 
    ([ 4, 2]  0.000793)     ([ 4, 3]  0.000985)     ([ 4, 4]  0.001346)     ([ 4, 5]  0.001664) 
    ([ 5, 2]  0.001234)     ([ 5, 3]  0.001497)     ([ 5, 4]  0.001294)     ([ 5, 5]  0.000713) 
  }
  From:  (4, 5)  {
    ([ 2, 3]  0.000779)     ([ 2, 4]  0.000891)     ([ 2, 5]  0.001489)     ([ 2, 6]  0.001215) 
    ([ 3, 3]  0.001698)     ([ 3, 4]  0.001271)     ([ 3, 5]  0.001830)     ([ 3, 6]  0.000699) 
    ([ 4, 3]  0.000652)     ([ 4, 4]  0.001780)     ([ 4, 5]  0.000780)     ([ 4, 6]  0.001188) 
    ([ 5, 3]  0.000831)     ([ 5, 4]  0.001823)     ([ 5, 5]  0.001638)     ([ 5, 6]  0.000686) 
  }
  From:  (4, 6)  {
    ([ 2, 4]  0.001185)     ([ 2, 5]  0.001011)     ([ 2, 6]  0.001254)     ([ 2, 7]  0.001760) 
    ([ 3, 4]  0.000658)     ([ 3, 5]  0.001771)     ([ 3, 6]  0.001688)     ([ 3, 7]  0.000853) 
    ([ 4, 4]  0.001365)     ([ 4, 5]  0.000797)     ([ 4, 6]  0.000810)     ([ 4, 7]  0.000789) 
    ([ 5, 4]  0.001085)     ([ 5, 5]  0.001180)     ([ 5, 6]  0.001042)     ([ 5, 7]  0.000958) 
  }
  From:  (4, 7)  {
    ([ 2, 5]  0.000953)     ([ 2, 6]  0.000971)     ([ 2, 7]  0.001208)     ([ 2, 8]  0.000942) 
    ([ 3, 5]  0.001301)     ([ 3, 6]  0.001647)     ([ 3, 7]  0.001115)     ([ 3, 8]  0.001455) 
    ([ 4, 5]  0.000828)     ([ 4, 6]  0.001573)     ([ 4, 7]  0.001362)     ([ 4, 8]  0.001813) 
    ([ 5, 5]  0.001591)     ([ 5, 6]  0.000911)     ([ 5, 7]  0.001784)     ([ 5, 8]  0.001347) 
  }
  From:  (4, 8)  {
    ([ 2, 6]  0.001625)     ([ 2, 7]  0.000941)     ([ 2, 8]  0.001089)     ([ 2, 9]  0.001178) 
    ([ 3, 6]  0.001394)     ([ 3, 7]  0.001412)     ([ 3, 8]  0.001445)     ([ 3, 9]  0.001459) 
    ([ 4, 6]  0.001447)     ([ 4, 7]  0.001675)     ([ 4, 8]  0.001178)     ([ 4, 9]  0.001049) 
    ([ 5, 6]  0.001747)     ([ 5, 7]  0.000941)     ([ 5, 8]  0.001437)     ([ 5, 9]  0.001764) 
  }
  From:  (4, 9)  {
    ([ 2, 7]  0.000955)     ([ 2, 8]  0.001170)     ([ 2, 9]  0.001550)     ([ 2, 1]  0.001285) 
    ([ 3, 7]  0.001360)     ([ 3, 8]  0.000993)     ([ 3, 9]  0.001160)     ([ 3, 1]  0.000839) 
    ([ 4, 7]  0.001610)     ([ 4, 8]  0.001281)     ([ 4, 9]  0.000785)     ([ 4, 1]  0.001003) 
    ([ 5, 7]  0.001064)     ([ 5, 8]  0.001568)     ([ 5, 9]  0.001690)     ([ 5, 1]  0.001070) 
  }
  From:  (5, 1)  {
    ([ 3, 8]  0.001183)     ([ 3, 9]  0.001212)     ([ 3, 1]  0.001761)     ([ 3, 2]  0.000750) 
    ([ 4, 8]  0.001665)     ([ 4, 9]  0.001841)     ([ 4, 1]  0.001222)     ([ 4, 2]  0.000710) 
    ([ 5, 8]  0.001706)     ([ 5, 9]  0.001602)     ([ 5, 1]  0.000897)     ([ 5, 2]  0.001097) 
    ([ 6, 8]  0.000970)     ([ 6, 9]  0.001236)     ([ 6, 1]  0.000747)     ([ 6, 2]  0.000990) 
  }
  From:  (5, 2)  {
    ([ 3, 9]  0.000963)     ([ 3, 1]  0.001292)     ([ 3, 2]  0.001151)     ([ 3, 3]  0.000801) 
    ([ 4, 9]  0.000796)     ([ 4, 1]  0.001729)     ([ 4, 2]  0.001491)     ([ 4, 3]  0.001595) 
    ([ 5, 9]  0.001315)     ([ 5, 1]  0.000949)     ([ 5, 2]  0.001643)     ([ 5, 3]  0.001585) 
    ([ 6, 9]  0.001528)     ([ 6, 1]  0.001710)     ([ 6, 2]  0.001114)     ([ 6, 3]  0.001301) 
  }
  From:  (5, 3)  {
    ([ 3, 1]  0.001545)     ([ 3, 2]  0.001625)     ([ 3, 3]  0.001079)     ([ 3, 4]  0.001712) 
    ([ 4, 1]  0.001656)     ([ 4, 2]  0.000842)     ([ 4, 3]  0.000819)     ([ 4, 4]  0.001680) 
    ([ 5, 1]  0.001331)     ([ 5, 2]  0.001042)     ([ 5, 3]  0.000826)     ([ 5, 4]  0.001579) 
    ([ 6, 1]  0.000844)     ([ 6, 2]  0.000834)     ([ 6, 3]  0.000950)     ([ 6, 4]  0.001288) 
  }
  From:  (5, 4)  {
    ([ 3, 2]  0.001412)     ([ 3, 3]  0.001465)     ([ 3, 4]  0.001030)     ([ 3, 5]  0.001713) 
    ([ 4, 2]  0.001756)     ([ 4, 3]  0.001764)     ([ 4, 4]  0.001427)     ([ 4, 5]  0.001621) 
    ([ 5, 2]  0.000864)     ([ 5, 3]  0.001360)     ([ 5, 4]  0.001413)     ([ 5, 5]  0.001400) 
    ([ 6, 2]  0.001399)     ([ 6, 3]  0.001088)     ([ 6, 4]  0.000815)     ([ 6, 5]  0.000864) 
  }
  From:  (5, 5)  {
    ([ 3, 3]  0.001571)     ([ 3, 4]  0.000903)     ([ 3, 5]  0.000746)     ([ 3, 6]  0.001723) 
    ([ 4, 3]  0.001416)     ([ 4, 4]  0.001550)     ([ 4, 5]  0.001357)     ([ 4, 6]  0.000924) 
    ([ 5, 3]  0.001474)     ([ 5, 4]  0.001333)     ([ 5, 5]  0.001249)     ([ 5, 6]  0.001443) 
    ([ 6, 3]  0.001070)     ([ 6, 4]  0.000937)     ([ 6, 5]  0.001182)     ([ 6, 6]  0.000757) 
  }
  From:  (5, 6)  {
    ([ 3, 4]  0.001704)     ([ 3, 5]  0.001209)     ([ 3, 6]  0.001682)     ([ 3, 7]  0.000898) 
    ([ 4, 4]  0.001768)     ([ 4, 5]  0.001697)     ([ 4, 6]  0.000807)     ([ 4, 7]  0.000893) 
    ([ 5, 4]  0.001377)     ([ 5, 5]  0.001377)     ([ 5, 6]  0.001610)     ([ 5, 7]  0.001756) 
    ([ 6, 4]  0.000661)     ([ 6, 5]  0.000765)     ([ 6, 6]  0.000944)     ([ 6, 7]  0.001165) 
  }
  From:  (5, 7)  {
    ([ 3, 5]  0.000962)     ([ 3, 6]  0.000705)     ([ 3, 7]  0.001193)     ([ 3, 8]  0.001596) 
    ([ 4, 5]  0.001566)     ([ 4, 6]  0.001802)     ([ 4, 7]  0.001345)     ([ 4, 8]  0.001543) 
    ([ 5, 5]  0.001793)     ([ 5, 6]  0.000973)     ([ 5, 7]  0.001579)     ([ 5, 8]  0.001746) 
    ([ 6, 5]  0.000944)     ([ 6, 6]  0.001210)     ([ 6, 7]  0.001085)     ([ 6, 8]  0.000681) 
  }
  From:  (5, 8)  {
    ([ 3, 6]  0.001630)     ([ 3, 7]  0.001199)     ([ 3, 8]  0.001657)     ([ 3, 9]  0.001563) 
    ([ 4, 6]  0.001797)     ([ 4, 7]  0.001516)     ([ 4, 8]  0.001006)     ([ 4, 9]  0.001482) 
    ([ 5, 6]  0.000860)     ([ 5, 7]  0.001583)     ([ 5, 8]  0.001652)     ([ 5, 9]  0.001787) 
    ([ 6, 6]  0.001794)     ([ 6, 7]  0.001688)     ([ 6, 8]  0.000945)     ([ 6, 9]  0.000880) 
  }
  From:  (5, 9)  {
    ([ 3, 7]  0.001829)     ([ 3, 8]  0.001540)     ([ 3, 9]  0.001515)     ([ 3, 1]  0.001530) 
    ([ 4, 7]  0.000702)     ([ 4, 8]  0.001788)     ([ 4, 9]  0.001458)     ([ 4, 1]  0.001357) 
    ([ 5, 7]  0.000893)     ([ 5, 8]  0.001812)     ([ 5, 9]  0.001578)     ([ 5, 1]  0.001362) 
    ([ 6, 7]  0.001638)     ([ 6, 8]  0.000906)     ([ 6, 9]  0.000854)     ([ 6, 1]  0.001578) 
  }
  From:  (6, 1)  {
    ([ 4, 8]  0.000687)     ([ 4, 9]  0.001730)     ([ 4, 1]  0.001252)     ([ 4, 2]  0.001233) 
    ([ 5, 8]  0.001398)     ([ 5, 9]  0.001201)     ([ 5, 1]  0.001463)     ([ 5, 2]  0.000674) 
    ([ 6, 8]  0.000802)     ([ 6, 9]  0.001014)     ([ 6, 1]  0.001420)     ([ 6, 2]  0.001508) 
    ([ 7, 8]  0.001403)     ([ 7, 9]  0.001172)     ([ 7, 1]  0.000953)     ([ 7, 2]  0.001754) 
  }
  From:  (6, 2)  {
    ([ 4, 9]  0.000957)     ([ 4, 1]  0.001377)     ([ 4, 2]  0.000903)     ([ 4, 3]  0.001245) 
    ([ 5, 9]  0.001502)     ([ 5, 1]  0.001203)     ([ 5, 2]  0.001206)     ([ 5, 3]  0.001775) 
    ([ 6, 9]  0.000667)     ([ 6, 1]  0.001135)     ([ 6, 2]  0.001659)     ([ 6, 3]  0.001389) 
    ([ 7, 9]  0.001574)     ([ 7, 1]  0.001494)     ([ 7, 2]  0.001588)     ([ 7, 3]  0.000744) 
  }
  From:  (6, 3)  {
    ([ 4, 1]  0.001292)     ([ 4, 2]  0.001479)     ([ 4, 3]  0.001690)     ([ 4, 4]  0.001630) 
    ([ 5, 1]  0.001370)     ([ 5, 2]  0.001625)     ([ 5, 3]  0.001306)     ([ 5, 4]  0.001192) 
    ([ 6, 1]  0.001063)     ([ 6, 2]  0.001404)     ([ 6, 3]  0.001715)     ([ 6, 4]  0.001578) 
    ([ 7, 1]  0.001348)     ([ 7, 2]  0.001671)     ([ 7, 3]  0.001091)     ([ 7, 4]  0.001494) 
  }
  From:  (6, 4)  {
    ([ 4, 2]  0.001574)     ([ 4, 3]  0.001766)     ([ 4, 4]  0.001585)     ([ 4, 5]  0.001612) 
    ([ 5, 2]  0.001526)     ([ 5, 3]  0.001498)     ([ 5, 4]  0.000711)     ([ 5, 5]  0.001362) 
    ([ 6, 2]  0.001341)     ([ 6, 3]  0.000858)     ([ 6, 4]  0.001103)     ([ 6, 5]  0.001459) 
    ([ 7, 2]  0.001706)     ([ 7, 3]  0.001180)     ([ 7, 4]  0.001135)     ([ 7, 5]  0.000895) 
  }
  From:  (6, 5)  {
    ([ 4, 3]  0.001500)     ([ 4, 4]  0.001369)     ([ 4, 5]  0.001010)     ([ 4, 6]  0.000857) 
    ([ 5, 3]  0.000710)     ([ 5, 4]  0.000955)     ([ 5, 5]  0.001268)     ([ 5, 6]  0.001313) 
    ([ 6, 3]  0.001066)     ([ 6, 4]  0.000920)     ([ 6, 5]  0.001422)     ([ 6, 6]  0.000951) 
    ([ 7, 3]  0.000973)     ([ 7, 4]  0.000653)     ([ 7, 5]  0.001069)     ([ 7, 6]  0.001365) 
  }
  From:  (6, 6)  {
    ([ 4, 4]  0.001417)     ([ 4, 5]  0.001045)     ([ 4, 6]  0.001259)     ([ 4, 7]  0.001784) 
    ([ 5, 4]  0.001122)     ([ 5, 5]  0.001232)     ([ 5, 6]  0.001575)     ([ 5, 7]  0.001714) 
    ([ 6, 4]  0.001610)     ([ 6, 5]  0.001410)     ([ 6, 6]  0.001365)     ([ 6, 7]  0.001140) 
    ([ 7, 4]  0.001501)     ([ 7, 5]  0.001741)     ([ 7, 6]  0.001040)     ([ 7, 7]  0.001117) 
  }
  From:  (6, 7)  {
    ([ 4, 5]  0.001221)     ([ 4, 6]  0.001533)     ([ 4, 7]  0.001053)     ([ 4, 8]  0.001479) 
    ([ 5, 5]  0.001071)     ([ 5, 6]  0.000953)     ([ 5, 7]  0.001115)     ([ 5, 8]  0.000892) 
    ([ 6, 5]  0.001293)     ([ 6, 6]  0.001402)     ([ 6, 7]  0.000969)     ([ 6, 8]  0.000838) 
    ([ 7, 5]  0.001637)     ([ 7, 6]  0.001181)     ([ 7, 7]  0.001282)     ([ 7, 8]  0.000882) 
  }
  From:  (6, 8)  {
    ([ 4, 6]  0.001499)     ([ 4, 7]  0.001058)     ([ 4, 8]  0.001427)     ([ 4, 9]  0.001435) 
    ([ 5, 6]  0.000833)     ([ 5, 7]  0.001320)     ([ 5, 8]  0.000860)     ([ 5, 9]  0.001621) 
    ([ 6, 6]  0.001488)     ([ 6, 7]  0.000725)     ([ 6, 8]  0.001286)     ([ 6, 9]  0.001648) 
    ([ 7, 6]  0.001216)     ([ 7, 7]  0.001244)     ([ 7, 8]  0.001797)     ([ 7, 9]  0.001306) 
  }
  From:  (6, 9)  {
    ([ 4, 7]  0.001536)     ([ 4, 8]  0.000976)     ([ 4, 9]  0.001542)     ([ 4, 1]  0.000907) 
    ([ 5, 7]  0.000710)     ([ 5, 8]  0.001578)     ([ 5, 9]  0.000969)     ([ 5, 1]  0.001676) 
    ([ 6, 7]  0.001472)     ([ 6, 8]  0.001501)     ([ 6, 9]  0.001290)     ([ 6, 1]  0.001761) 
    ([ 7, 7]  0.000740)     ([ 7, 8]  0.001184)     ([ 7, 9]  0.001807)     ([ 7, 1]  0.001210) 
  }
  From:  (7, 1)  {
    ([ 5, 8]  0.000774)     ([ 5, 9]  0.000964)     ([ 5, 1]  0.001633)     ([ 5, 2]  0.000884) 
    ([ 6, 8]  0.001496)     ([ 6, 9]  0.000988)     ([ 6, 1]  0.000954)     ([ 6, 2]  0.001146) 
    ([ 7, 8]  0.001840)     ([ 7, 9]  0.000731)     ([ 7, 1]  0.001006)     ([ 7, 2]  0.000653) 
    ([ 8, 8]  0.000877)     ([ 8, 9]  0.001475)     ([ 8, 1]  0.000792)     ([ 8, 2]  0.000918) 
  }
  From:  (7, 2)  {
    ([ 5, 9]  0.000717)     ([ 5, 1]  0.001143)     ([ 5, 2]  0.001675)     ([ 5, 3]  0.001278) 
    ([ 6, 9]  0.000747)     ([ 6, 1]  0.000684)     ([ 6, 2]  0.001731)     ([ 6, 3]  0.000730) 
    ([ 7, 9]  0.001469)     ([ 7, 1]  0.000918)     ([ 7, 2]  0.000681)     ([ 7, 3]  0.000915) 
    ([ 8, 9]  0.001655)     ([ 8, 1]  0.001038)     ([ 8, 2]  0.001702)     ([ 8, 3]  0.001655) 
  }
  From:  (7, 3)  {
    ([ 5, 1]  0.000706)     ([ 5, 2]  0.000956)     ([ 5, 3]  0.001197)     ([ 5, 4]  0.001533) 
    ([ 6, 1]  0.001053)     ([ 6, 2]  0.001223)     ([ 6, 3]  0.001749)     ([ 6, 4]  0.001185) 
    ([ 7, 1]  0.001834)     ([ 7, 2]  0.000937)     ([ 7, 3]  0.001370)     ([ 7, 4]  0.001787) 
    ([ 8, 1]  0.000761)     ([ 8, 2]  0.001267)     ([ 8, 3]  0.001354)     ([ 8, 4]  0.001609) 
  }
  From:  (7, 4)  {
    ([ 5, 2]  0.001338)     ([ 5, 3]  0.001377)     ([ 5, 4]  0.000805)     ([ 5, 5]  0.001642) 
    ([ 6, 2]  0.000918)     ([ 6, 3]  0.001228)     ([ 6, 4]  0.001000)     ([ 6, 5]  0.000953) 
    ([ 7, 2]  0.001285)     ([ 7, 3]  0.001342)     ([ 7, 4]  0.001564)     ([ 7, 5]  0.001819) 
    ([ 8, 2]  0.001155)     ([ 8, 3]  0.001839)     ([ 8, 4]  0.001003)     ([ 8, 5]  0.001261) 
  }
  From:  (7, 5)  {
    ([ 5, 3]  0.001738)     ([ 5, 4]  0.001471)     ([ 5, 5]  0.001252)     ([ 5, 6]  0.001797) 
    ([ 6, 3]  0.001248)     ([ 6, 4]  0.001323)     ([ 6, 5]  0.001510)     ([ 6, 6]  0.000944) 
    ([ 7, 3]  0.001474)     ([ 7, 4]  0.000722)     ([ 7, 5]  0.001242)     ([ 7, 6]  0.001648) 
    ([ 8, 3]  0.000973)     ([ 8, 4]  0.000923)     ([ 8, 5]  0.001702)     ([ 8, 6]  0.001783) 
  }
  From:  (7, 6)  {
    ([ 5, 4]  0.000897)     ([ 5, 5]  0.000688)     ([ 5, 6]  0.001827)     ([ 5, 7]  0.001240) 
    ([ 6, 4]  0.001630)     ([ 6, 5]  0.000762)     ([ 6, 6]  0.001303)     ([ 6, 7]  0.001499) 
    ([ 7, 4]  0.001340)     ([ 7, 5]  0.001691)     ([ 7, 6]  0.000749)     ([ 7, 7]  0.001481) 
    ([ 8, 4]  0.001147)     ([ 8, 5]  0.001578)     ([ 8, 6]  0.001826)     ([ 8, 7]  0.000702) 
  }
  From:  (7, 7)  {
    ([ 5, 5]  0.001252)     ([ 5, 6]  0.001506)     ([ 5, 7]  0.001078)     ([ 5, 8]  0.001739) 
    ([ 6, 5]  0.001436)     ([ 6, 6]  0.001748)     ([ 6, 7]  0.001653)     ([ 6, 8]  0.001707) 
    ([ 7, 5]  0.000846)     ([ 7, 6]  0.000726)     ([ 7, 7]  0.001114)     ([ 7, 8]  0.001113) 
    ([ 8, 5]  0.001325)     ([ 8, 6]  0.000944)     ([ 8, 7]  0.000993)     ([ 8, 8]  0.001035) 
  }
  From:  (7, 8)  {
    ([ 5, 6]  0.000730)     ([ 5, 7]  0.001013)     ([ 5, 8]  0.001665)     ([ 5, 9]  0.000686) 
    ([ 6, 6]  0.001513)     ([ 6, 7]  0.001643)     ([ 6, 8]  0.001811)     ([ 6, 9]  0.001699) 
    ([ 7, 6]  0.000672)     ([ 7, 7]  0.000847)     ([ 7, 8]  0.001588)     ([ 7, 9]  0.001847) 
    ([ 8, 6]  0.001495)     ([ 8, 7]  0.001223)     ([ 8, 8]  0.001357)     ([ 8, 9]  0.000882) 
  }
  From:  (7, 9)  {
    ([ 5, 7]  0.001441)     ([ 5, 8]  0.000830)     ([ 5, 9]  0.000740)     ([ 5, 1]  0.000799) 
    ([ 6, 7]  0.001089)     ([ 6, 8]  0.001274)     ([ 6, 9]  0.001013)     ([ 6, 1]  0.001304) 
    ([ 7, 7]  0.000862)     ([ 7, 8]  0.000935)     ([ 7, 9]  0.001018)     ([ 7, 1]  0.001341) 
    ([ 8, 7]  0.001516)     ([ 8, 8]  0.001055)     ([ 8, 9]  0.000873)     ([ 8, 1]  0.001298) 
  }
  From:  (8, 1)  {
    ([ 6, 8]  0.000829)     ([ 6, 9]  0.001180)     ([ 6, 1]  0.001257)     ([ 6, 2]  0.001055) 
    ([ 7, 8]  0.001277)     ([ 7, 9]  0.001127)     ([ 7, 1]  0.001168)     ([ 7, 2]  0.001677) 
    ([ 8, 8]  0.001425)     ([ 8, 9]  0.000698)     ([ 8, 1]  0.001244)     ([ 8, 2]  0.001167) 
    ([ 9, 8]  0.001553)     ([ 9, 9]  0.001488)     ([ 9, 1]  0.000759)     ([ 9, 2]  0.001823) 
  }
  From:  (8, 2)  {
    ([ 6, 9]  0.000675)     ([ 6, 1]  0.001297)     ([ 6, 2]  0.001618)     ([ 6, 3]  0.001829) 
    ([ 7, 9]  0.001393)     ([ 7, 1]  0.001640)     ([ 7, 2]  0.001221)     ([ 7, 3]  0.000884) 
    ([ 8, 9]  0.000696)     ([ 8, 1]  0.001473)     ([ 8, 2]  0.001134)     ([ 8, 3]  0.001285) 
    ([ 9, 9]  0.001613)     ([ 9, 1]  0.000731)     ([ 9, 2]  0.001320)     ([ 9, 3]  0.001086) 
  }
  From:  (8, 3)  {
    ([ 6, 1]  0.000958)     ([ 6, 2]  0.000774)     ([ 6, 3]  0.001439)     ([ 6, 4]  0.000860) 
    ([ 7, 1]  0.000665)     ([ 7, 2]  0.000976)     ([ 7, 3]  0.001808)     ([ 7, 4]  0.000871) 
    ([ 8, 1]  0.001641)     ([ 8, 2]  0.001075)     ([ 8, 3]  0.001044)     ([ 8, 4]  0.001245) 
    ([ 9, 1]  0.000794)     ([ 9, 2]  0.001113)     ([ 9, 3]  0.001164)     ([ 9, 4]  0.000668) 
  }
  From:  (8, 4)  {
    ([ 6, 2]  0.000768)     ([ 6, 3]  0.001262)     ([ 6, 4]  0.001251)     ([ 6, 5]  0.001024) 
    ([ 7, 2]  0.001159)     ([ 7, 3]  0.001704)     ([ 7, 4]  0.001575)     ([ 7, 5]  0.001183) 
    ([ 8, 2]  0.001530)     ([ 8, 3]  0.001288)     ([ 8, 4]  0.001504)     ([ 8, 5]  0.001492) 
    ([ 9, 2]  0.001628)     ([ 9, 3]  0.001222)     ([ 9, 4]  0.001594)     ([ 9, 5]  0.000840) 
  }
  From:  (8, 5)  {
    ([ 6, 3]  0.000872)     ([ 6, 4]  0.000699)     ([ 6, 5]  0.001531)     ([ 6, 6]  0.001735) 
    ([ 7, 3]  0.001706)     ([ 7, 4]  0.001755)     ([ 7, 5]  0.001386)     ([ 7, 6]  0.001658) 
    ([ 8, 3]  0.001552)     ([ 8, 4]  0.000991)     ([ 8, 5]  0.001544)     ([ 8, 6]  0.001802) 
    ([ 9, 3]  0.000938)     ([ 9, 4]  0.001442)     ([ 9, 5]  0.001175)     ([ 9, 6]  0.000768) 
  }
  From:  (8, 6)  {
    ([ 6, 4]  0.001342)     ([ 6, 5]  0.001093)     ([ 6, 6]  0.001664)     ([ 6, 7]  0.000954) 
    ([ 7, 4]  0.001426)     ([ 7, 5]  0.001489)     ([ 7, 6]  0.001412)     ([ 7, 7]  0.001492) 
    ([ 8, 4]  0.000995)     ([ 8, 5]  0.000741)     ([ 8, 6]  0.000839)     ([ 8, 7]  0.001019) 
    ([ 9, 4]  0.001397)     ([ 9, 5]  0.000682)     ([ 9, 6]  0.001487)     ([ 9, 7]  0.001374) 
  }
  From:  (8, 7)  {
    ([ 6, 5]  0.000830)     ([ 6, 6]  0.001640)     ([ 6, 7]  0.001826)     ([ 6, 8]  0.001220) 
    ([ 7, 5]  0.001472)     ([ 7, 6]  0.001035)     ([ 7, 7]  0.001292)     ([ 7, 8]  0.001265) 
    ([ 8, 5]  0.001772)     ([ 8, 6]  0.001380)     ([ 8, 7]  0.001490)     ([ 8, 8]  0.001129) 
    ([ 9, 5]  0.001184)     ([ 9, 6]  0.001695)     ([ 9, 7]  0.000658)     ([ 9, 8]  0.000683) 
  }
  From:  (8, 8)  {
    ([ 6, 6]  0.001699)     ([ 6, 7]  0.001787)     ([ 6, 8]  0.001210)     ([ 6, 9]  0.001099) 
    ([ 7, 6]  0.000763)     ([ 7, 7]  0.001739)     ([ 7, 8]  0.001584)     ([ 7, 9]  0.001334) 
    ([ 8, 6]  0.001112)     ([ 8, 7]  0.000898)     ([ 8, 8]  0.001633)     ([ 8, 9]  0.001833) 
    ([ 9, 6]  0.000761)     ([ 9, 7]  0.001592)     ([ 9, 8]  0.001670)     ([ 9, 9]  0.001417) 
  }
  From:  (8, 9)  {
    ([ 6, 7]  0.001214)     ([ 6, 8]  0.001632)     ([ 6, 9]  0.001570)     ([ 6, 1]  0.001444) 
    ([ 7, 7]  0.000732)     ([ 7, 8]  0.001494)     ([ 7, 9]  0.001082)     ([ 7, 1]  0.000797) 
    ([ 8, 7]  0.001791)     ([ 8, 8]  0.000934)     ([ 8, 9]  0.000676)     ([ 8, 1]  0.001849) 
    ([ 9, 7]  0.000936)     ([ 9, 8]  0.001745)     ([ 9, 9]  0.001250)     ([ 9, 1]  0.001473) 
  }
  From:  (9, 1)  {
    ([ 7, 8]  0.001782)     ([ 7, 9]  0.001479)     ([ 7, 1]  0.001101)     ([ 7, 2]  0.000679) 
    ([ 8, 8]  0.001675)     ([ 8, 9]  0.001366)     ([ 8, 1]  0.001429)     ([ 8, 2]  0.001224) 
    ([ 9, 8]  0.000935)     ([ 9, 9]  0.000715)     ([ 9, 1]  0.001169)     ([ 9, 2]  0.001525) 
    ([ 1, 8]  0.001245)     ([ 1, 9]  0.001688)     ([ 1, 1]  0.000740)     ([ 1, 2]  0.001459) 
  }
  From:  (9, 2)  {
    ([ 7, 9]  0.001247)     ([ 7, 1]  0.001117)     ([ 7, 2]  0.000850)     ([ 7, 3]  0.001301) 
    ([ 8, 9]  0.000904)     ([ 8, 1]  0.001317)     ([ 8, 2]  0.001596)     ([ 8, 3]  0.001352) 
    ([ 9, 9]  0.001163)     ([ 9, 1]  0.001844)     ([ 9, 2]  0.000703)     ([ 9, 3]  0.001371) 
    ([ 1, 9]  0.001633)     ([ 1, 1]  0.001598)     ([ 1, 2]  0.001146)     ([ 1, 3]  0.001096) 
  }
  From:  (9, 3)  {
    ([ 7, 1]  0.001045)     ([ 7, 2]  0.000660)     ([ 7, 3]  0.001448)     ([ 7, 4]  0.001788) 
    ([ 8, 1]  0.001707)     ([ 8, 2]  0.001205)     ([ 8, 3]  0.000846)     ([ 8, 4]  0.001349) 
    ([ 9, 1]  0.001493)     ([ 9, 2]  0.001726)     ([ 9, 3]  0.000835)     ([ 9, 4]  0.000711) 
    ([ 1, 1]  0.000837)     ([ 1, 2]  0.000786)     ([ 1, 3]  0.000968)     ([ 1, 4]  0.000697) 
  }
  From:  (9, 4)  {
    ([ 7, 2]  0.001607)     ([ 7, 3]  0.001113)     ([ 7, 4]  0.001583)     ([ 7, 5]  0.000940) 
    ([ 8, 2]  0.001310)     ([ 8, 3]  0.001699)     ([ 8, 4]  0.001181)     ([ 8, 5]  0.001644) 
    ([ 9, 2]  0.000999)     ([ 9, 3]  0.001438)     ([ 9, 4]  0.001247)     ([ 9, 5]  0.001846) 
    ([ 1, 2]  0.001681)     ([ 1, 3]  0.001164)     ([ 1, 4]  0.001005)     ([ 1, 5]  0.001101) 
  }
  From:  (9, 5)  {
    ([ 7, 3]  0.001221)     ([ 7, 4]  0.001691)     ([ 7, 5]  0.001192)     ([ 7, 6]  0.000824) 
    ([ 8, 3]  0.001648)     ([ 8, 4]  0.000863)     ([ 8, 5]  0.001463)     ([ 8, 6]  0.001728) 
    ([ 9, 3]  0.001427)     ([ 9, 4]  0.001038)     ([ 9, 5]  0.001331)     ([ 9, 6]  0.001144) 
    ([ 1, 3]  0.001067)     ([ 1, 4]  0.000712)     ([ 1, 5]  0.001148)     ([ 1, 6]  0.001482) 
  }
  From:  (9, 6)  {
    ([ 7, 4]  0.001346)     ([ 7, 5]  0.001675)     ([ 7, 6]  0.001595)     ([ 7, 7]  0.001744) 
    ([ 8, 4]  0.001533)     ([ 8, 5]  0.001447)     ([ 8, 6]  0.001819)     ([ 8, 7]  0.000718) 
    ([ 9, 4]  0.000960)     ([ 9, 5]  0.000919)     ([ 9, 6]  0.001410)     ([ 9, 7]  0.001231) 
    ([ 1, 4]  0.001279)     ([ 1, 5]  0.001536)     ([ 1, 6]  0.001745)     ([ 1, 7]  0.001623) 
  }
  From:  (9, 7)  {
    ([ 7, 5]  0.000985)     ([ 7, 6]  0.001412)     ([ 7, 7]  0.000743)     ([ 7, 8]  0.001825) 
    ([ 8, 5]  0.000836)     ([ 8, 6]  0.000667)     ([ 8, 7]  0.000918)     ([ 8, 8]  0.001491) 
    ([ 9, 5]  0.001341)     ([ 9, 6]  0.001410)     ([ 9, 7]  0.001780)     ([ 9, 8]  0.001720) 
    ([ 1, 5]  0.001186)     ([ 1, 6]  0.000721)     ([ 1, 7]  0.001747)     ([ 1, 8]  0.000857) 
  }
  From:  (9, 8)  {
    ([ 7, 6]  0.001106)     ([ 7, 7]  0.000657)     ([ 7, 8]  0.001011)     ([ 7, 9]  0.001813) 
    ([ 8, 6]  0.001667)     ([ 8, 7]  0.001476)     ([ 8, 8]  0.001143)     ([ 8, 9]  0.000979) 
    ([ 9, 6]  0.001349)     ([ 9, 7]  0.001205)     ([ 9, 8]  0.001388)     ([ 9, 9]  0.001439) 
    ([ 1, 6]  0.001551)     ([ 1, 7]  0.001767)     ([ 1, 8]  0.001439)     ([ 1, 9]  0.001477) 
  }
  From:  (9, 9)  {
    ([ 7, 7]  0.001724)     ([ 7, 8]  0.000859)     ([ 7, 9]  0.001312)     ([ 7, 1]  0.001297) 
    ([ 8, 7]  0.001161)     ([ 8, 8]  0.001525)     ([ 8, 9]  0.001825)     ([ 8, 1]  0.000842) 
    ([ 9, 7]  0.001234)     ([ 9, 8]  0.001250)     ([ 9, 9]  0.001538)     ([ 9, 1]  0.000787) 
    ([ 1, 7]  0.001047)     ([ 1, 8]  0.001630)     ([ 1, 9]  0.000747)     ([ 1, 1]  0.001609) 
  }
}

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