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_8
attsefd2.w
attvatts.w
efd1efd1.w
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weightslist.txt
                            
% Fri Aug 21 22:55:21 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]  0.001484)     ([ 8, 9]  0.000769)     ([ 8, 1]  0.000861)     ([ 8, 2]  0.001359) 
    ([ 9, 8]  0.001766)     ([ 9, 9]  0.001457)     ([ 9, 1]  0.001592)     ([ 9, 2]  0.000912) 
    ([ 1, 8]  0.001367)     ([ 1, 9]  0.001034)     ([ 1, 1]  0.001055)     ([ 1, 2]  0.001235) 
    ([ 2, 8]  0.001259)     ([ 2, 9]  0.000801)     ([ 2, 1]  0.001667)     ([ 2, 2]  0.001751) 
  }
  From:  (1, 2)  {
    ([ 8, 9]  0.000797)     ([ 8, 1]  0.000663)     ([ 8, 2]  0.000706)     ([ 8, 3]  0.001381) 
    ([ 9, 9]  0.001600)     ([ 9, 1]  0.001253)     ([ 9, 2]  0.001517)     ([ 9, 3]  0.001668) 
    ([ 1, 9]  0.001680)     ([ 1, 1]  0.001151)     ([ 1, 2]  0.001366)     ([ 1, 3]  0.000868) 
    ([ 2, 9]  0.001341)     ([ 2, 1]  0.001149)     ([ 2, 2]  0.001223)     ([ 2, 3]  0.000687) 
  }
  From:  (1, 3)  {
    ([ 8, 1]  0.001319)     ([ 8, 2]  0.000721)     ([ 8, 3]  0.001460)     ([ 8, 4]  0.001515) 
    ([ 9, 1]  0.001212)     ([ 9, 2]  0.001006)     ([ 9, 3]  0.001497)     ([ 9, 4]  0.001527) 
    ([ 1, 1]  0.001820)     ([ 1, 2]  0.000698)     ([ 1, 3]  0.000772)     ([ 1, 4]  0.001669) 
    ([ 2, 1]  0.001315)     ([ 2, 2]  0.001618)     ([ 2, 3]  0.001582)     ([ 2, 4]  0.001701) 
  }
  From:  (1, 4)  {
    ([ 8, 2]  0.001379)     ([ 8, 3]  0.000951)     ([ 8, 4]  0.001529)     ([ 8, 5]  0.001255) 
    ([ 9, 2]  0.001241)     ([ 9, 3]  0.001574)     ([ 9, 4]  0.000739)     ([ 9, 5]  0.000655) 
    ([ 1, 2]  0.001221)     ([ 1, 3]  0.000964)     ([ 1, 4]  0.000942)     ([ 1, 5]  0.001111) 
    ([ 2, 2]  0.001063)     ([ 2, 3]  0.001315)     ([ 2, 4]  0.000732)     ([ 2, 5]  0.001561) 
  }
  From:  (1, 5)  {
    ([ 8, 3]  0.001102)     ([ 8, 4]  0.001832)     ([ 8, 5]  0.001575)     ([ 8, 6]  0.001603) 
    ([ 9, 3]  0.001440)     ([ 9, 4]  0.000761)     ([ 9, 5]  0.001038)     ([ 9, 6]  0.000856) 
    ([ 1, 3]  0.000957)     ([ 1, 4]  0.001158)     ([ 1, 5]  0.001398)     ([ 1, 6]  0.000948) 
    ([ 2, 3]  0.001381)     ([ 2, 4]  0.001844)     ([ 2, 5]  0.001602)     ([ 2, 6]  0.000933) 
  }
  From:  (1, 6)  {
    ([ 8, 4]  0.001384)     ([ 8, 5]  0.000725)     ([ 8, 6]  0.001311)     ([ 8, 7]  0.001202) 
    ([ 9, 4]  0.000906)     ([ 9, 5]  0.001167)     ([ 9, 6]  0.001834)     ([ 9, 7]  0.001303) 
    ([ 1, 4]  0.000769)     ([ 1, 5]  0.001527)     ([ 1, 6]  0.000989)     ([ 1, 7]  0.001385) 
    ([ 2, 4]  0.001743)     ([ 2, 5]  0.001528)     ([ 2, 6]  0.001697)     ([ 2, 7]  0.001812) 
  }
  From:  (1, 7)  {
    ([ 8, 5]  0.001524)     ([ 8, 6]  0.001841)     ([ 8, 7]  0.001018)     ([ 8, 8]  0.000677) 
    ([ 9, 5]  0.000719)     ([ 9, 6]  0.001729)     ([ 9, 7]  0.001364)     ([ 9, 8]  0.001434) 
    ([ 1, 5]  0.001053)     ([ 1, 6]  0.001113)     ([ 1, 7]  0.000804)     ([ 1, 8]  0.001353) 
    ([ 2, 5]  0.000764)     ([ 2, 6]  0.001216)     ([ 2, 7]  0.001106)     ([ 2, 8]  0.001634) 
  }
  From:  (1, 8)  {
    ([ 8, 6]  0.000915)     ([ 8, 7]  0.000743)     ([ 8, 8]  0.001193)     ([ 8, 9]  0.001404) 
    ([ 9, 6]  0.001191)     ([ 9, 7]  0.001155)     ([ 9, 8]  0.000883)     ([ 9, 9]  0.000813) 
    ([ 1, 6]  0.000799)     ([ 1, 7]  0.001550)     ([ 1, 8]  0.000708)     ([ 1, 9]  0.000708) 
    ([ 2, 6]  0.001179)     ([ 2, 7]  0.000697)     ([ 2, 8]  0.000693)     ([ 2, 9]  0.001439) 
  }
  From:  (1, 9)  {
    ([ 8, 7]  0.001782)     ([ 8, 8]  0.001591)     ([ 8, 9]  0.000929)     ([ 8, 1]  0.001690) 
    ([ 9, 7]  0.001512)     ([ 9, 8]  0.001849)     ([ 9, 9]  0.001770)     ([ 9, 1]  0.001360) 
    ([ 1, 7]  0.001681)     ([ 1, 8]  0.000714)     ([ 1, 9]  0.000914)     ([ 1, 1]  0.001348) 
    ([ 2, 7]  0.000713)     ([ 2, 8]  0.000687)     ([ 2, 9]  0.000665)     ([ 2, 1]  0.001115) 
  }
  From:  (2, 1)  {
    ([ 9, 8]  0.001579)     ([ 9, 9]  0.001734)     ([ 9, 1]  0.001620)     ([ 9, 2]  0.001772) 
    ([ 1, 8]  0.001206)     ([ 1, 9]  0.001730)     ([ 1, 1]  0.000914)     ([ 1, 2]  0.001746) 
    ([ 2, 8]  0.000914)     ([ 2, 9]  0.000800)     ([ 2, 1]  0.000776)     ([ 2, 2]  0.001843) 
    ([ 3, 8]  0.000667)     ([ 3, 9]  0.001425)     ([ 3, 1]  0.001322)     ([ 3, 2]  0.001501) 
  }
  From:  (2, 2)  {
    ([ 9, 9]  0.000843)     ([ 9, 1]  0.001840)     ([ 9, 2]  0.001003)     ([ 9, 3]  0.001433) 
    ([ 1, 9]  0.001588)     ([ 1, 1]  0.000943)     ([ 1, 2]  0.001774)     ([ 1, 3]  0.001360) 
    ([ 2, 9]  0.001049)     ([ 2, 1]  0.001456)     ([ 2, 2]  0.001420)     ([ 2, 3]  0.001788) 
    ([ 3, 9]  0.001604)     ([ 3, 1]  0.000851)     ([ 3, 2]  0.001786)     ([ 3, 3]  0.000758) 
  }
  From:  (2, 3)  {
    ([ 9, 1]  0.000698)     ([ 9, 2]  0.001366)     ([ 9, 3]  0.000924)     ([ 9, 4]  0.001634) 
    ([ 1, 1]  0.001828)     ([ 1, 2]  0.001258)     ([ 1, 3]  0.000927)     ([ 1, 4]  0.001238) 
    ([ 2, 1]  0.001337)     ([ 2, 2]  0.001346)     ([ 2, 3]  0.000800)     ([ 2, 4]  0.000865) 
    ([ 3, 1]  0.001134)     ([ 3, 2]  0.001383)     ([ 3, 3]  0.000910)     ([ 3, 4]  0.001212) 
  }
  From:  (2, 4)  {
    ([ 9, 2]  0.001417)     ([ 9, 3]  0.001578)     ([ 9, 4]  0.001833)     ([ 9, 5]  0.001165) 
    ([ 1, 2]  0.001021)     ([ 1, 3]  0.001169)     ([ 1, 4]  0.001089)     ([ 1, 5]  0.001361) 
    ([ 2, 2]  0.001242)     ([ 2, 3]  0.001566)     ([ 2, 4]  0.000986)     ([ 2, 5]  0.001628) 
    ([ 3, 2]  0.001617)     ([ 3, 3]  0.000676)     ([ 3, 4]  0.000963)     ([ 3, 5]  0.000857) 
  }
  From:  (2, 5)  {
    ([ 9, 3]  0.001435)     ([ 9, 4]  0.001105)     ([ 9, 5]  0.001414)     ([ 9, 6]  0.000913) 
    ([ 1, 3]  0.000855)     ([ 1, 4]  0.001676)     ([ 1, 5]  0.000817)     ([ 1, 6]  0.000922) 
    ([ 2, 3]  0.001105)     ([ 2, 4]  0.000693)     ([ 2, 5]  0.000680)     ([ 2, 6]  0.001007) 
    ([ 3, 3]  0.000759)     ([ 3, 4]  0.001787)     ([ 3, 5]  0.001503)     ([ 3, 6]  0.001332) 
  }
  From:  (2, 6)  {
    ([ 9, 4]  0.001020)     ([ 9, 5]  0.001440)     ([ 9, 6]  0.001539)     ([ 9, 7]  0.000744) 
    ([ 1, 4]  0.001095)     ([ 1, 5]  0.001770)     ([ 1, 6]  0.001096)     ([ 1, 7]  0.000958) 
    ([ 2, 4]  0.001768)     ([ 2, 5]  0.001287)     ([ 2, 6]  0.001163)     ([ 2, 7]  0.001125) 
    ([ 3, 4]  0.001718)     ([ 3, 5]  0.001321)     ([ 3, 6]  0.000821)     ([ 3, 7]  0.001763) 
  }
  From:  (2, 7)  {
    ([ 9, 5]  0.001601)     ([ 9, 6]  0.001382)     ([ 9, 7]  0.001358)     ([ 9, 8]  0.001611) 
    ([ 1, 5]  0.001661)     ([ 1, 6]  0.000996)     ([ 1, 7]  0.001795)     ([ 1, 8]  0.001550) 
    ([ 2, 5]  0.001354)     ([ 2, 6]  0.000823)     ([ 2, 7]  0.001070)     ([ 2, 8]  0.001630) 
    ([ 3, 5]  0.001311)     ([ 3, 6]  0.001775)     ([ 3, 7]  0.000769)     ([ 3, 8]  0.000668) 
  }
  From:  (2, 8)  {
    ([ 9, 6]  0.001341)     ([ 9, 7]  0.001419)     ([ 9, 8]  0.001110)     ([ 9, 9]  0.001463) 
    ([ 1, 6]  0.001113)     ([ 1, 7]  0.001326)     ([ 1, 8]  0.001817)     ([ 1, 9]  0.001388) 
    ([ 2, 6]  0.001795)     ([ 2, 7]  0.001274)     ([ 2, 8]  0.000999)     ([ 2, 9]  0.001752) 
    ([ 3, 6]  0.001334)     ([ 3, 7]  0.000671)     ([ 3, 8]  0.001168)     ([ 3, 9]  0.001735) 
  }
  From:  (2, 9)  {
    ([ 9, 7]  0.000778)     ([ 9, 8]  0.000655)     ([ 9, 9]  0.001673)     ([ 9, 1]  0.001192) 
    ([ 1, 7]  0.001748)     ([ 1, 8]  0.001705)     ([ 1, 9]  0.001113)     ([ 1, 1]  0.001508) 
    ([ 2, 7]  0.001720)     ([ 2, 8]  0.000733)     ([ 2, 9]  0.001740)     ([ 2, 1]  0.000670) 
    ([ 3, 7]  0.001573)     ([ 3, 8]  0.001482)     ([ 3, 9]  0.001193)     ([ 3, 1]  0.001265) 
  }
  From:  (3, 1)  {
    ([ 1, 8]  0.001109)     ([ 1, 9]  0.001278)     ([ 1, 1]  0.001635)     ([ 1, 2]  0.000779) 
    ([ 2, 8]  0.001493)     ([ 2, 9]  0.001506)     ([ 2, 1]  0.001589)     ([ 2, 2]  0.001794) 
    ([ 3, 8]  0.001496)     ([ 3, 9]  0.001278)     ([ 3, 1]  0.001548)     ([ 3, 2]  0.001600) 
    ([ 4, 8]  0.001535)     ([ 4, 9]  0.001355)     ([ 4, 1]  0.001140)     ([ 4, 2]  0.001078) 
  }
  From:  (3, 2)  {
    ([ 1, 9]  0.001735)     ([ 1, 1]  0.000772)     ([ 1, 2]  0.000903)     ([ 1, 3]  0.000667) 
    ([ 2, 9]  0.000806)     ([ 2, 1]  0.001466)     ([ 2, 2]  0.001486)     ([ 2, 3]  0.001642) 
    ([ 3, 9]  0.001824)     ([ 3, 1]  0.001275)     ([ 3, 2]  0.001432)     ([ 3, 3]  0.001000) 
    ([ 4, 9]  0.000671)     ([ 4, 1]  0.001816)     ([ 4, 2]  0.001574)     ([ 4, 3]  0.000698) 
  }
  From:  (3, 3)  {
    ([ 1, 1]  0.001260)     ([ 1, 2]  0.001267)     ([ 1, 3]  0.001837)     ([ 1, 4]  0.001747) 
    ([ 2, 1]  0.001181)     ([ 2, 2]  0.001519)     ([ 2, 3]  0.001837)     ([ 2, 4]  0.001800) 
    ([ 3, 1]  0.001289)     ([ 3, 2]  0.001534)     ([ 3, 3]  0.001083)     ([ 3, 4]  0.000689) 
    ([ 4, 1]  0.001314)     ([ 4, 2]  0.001078)     ([ 4, 3]  0.001652)     ([ 4, 4]  0.001791) 
  }
  From:  (3, 4)  {
    ([ 1, 2]  0.001343)     ([ 1, 3]  0.001837)     ([ 1, 4]  0.001312)     ([ 1, 5]  0.000968) 
    ([ 2, 2]  0.000661)     ([ 2, 3]  0.000920)     ([ 2, 4]  0.001614)     ([ 2, 5]  0.000770) 
    ([ 3, 2]  0.000666)     ([ 3, 3]  0.000693)     ([ 3, 4]  0.001626)     ([ 3, 5]  0.001489) 
    ([ 4, 2]  0.001709)     ([ 4, 3]  0.000935)     ([ 4, 4]  0.000828)     ([ 4, 5]  0.001476) 
  }
  From:  (3, 5)  {
    ([ 1, 3]  0.000805)     ([ 1, 4]  0.000735)     ([ 1, 5]  0.000716)     ([ 1, 6]  0.001153) 
    ([ 2, 3]  0.001349)     ([ 2, 4]  0.001263)     ([ 2, 5]  0.001343)     ([ 2, 6]  0.000779) 
    ([ 3, 3]  0.001378)     ([ 3, 4]  0.000854)     ([ 3, 5]  0.001404)     ([ 3, 6]  0.001775) 
    ([ 4, 3]  0.001364)     ([ 4, 4]  0.001247)     ([ 4, 5]  0.000943)     ([ 4, 6]  0.001510) 
  }
  From:  (3, 6)  {
    ([ 1, 4]  0.000993)     ([ 1, 5]  0.000973)     ([ 1, 6]  0.000867)     ([ 1, 7]  0.000841) 
    ([ 2, 4]  0.000732)     ([ 2, 5]  0.000987)     ([ 2, 6]  0.001409)     ([ 2, 7]  0.001112) 
    ([ 3, 4]  0.001116)     ([ 3, 5]  0.001260)     ([ 3, 6]  0.000995)     ([ 3, 7]  0.001555) 
    ([ 4, 4]  0.001291)     ([ 4, 5]  0.001823)     ([ 4, 6]  0.000882)     ([ 4, 7]  0.001527) 
  }
  From:  (3, 7)  {
    ([ 1, 5]  0.001394)     ([ 1, 6]  0.001843)     ([ 1, 7]  0.001676)     ([ 1, 8]  0.000744) 
    ([ 2, 5]  0.001003)     ([ 2, 6]  0.001179)     ([ 2, 7]  0.001627)     ([ 2, 8]  0.001022) 
    ([ 3, 5]  0.001600)     ([ 3, 6]  0.001011)     ([ 3, 7]  0.001250)     ([ 3, 8]  0.000655) 
    ([ 4, 5]  0.000960)     ([ 4, 6]  0.001492)     ([ 4, 7]  0.001226)     ([ 4, 8]  0.000957) 
  }
  From:  (3, 8)  {
    ([ 1, 6]  0.001711)     ([ 1, 7]  0.000983)     ([ 1, 8]  0.001121)     ([ 1, 9]  0.001020) 
    ([ 2, 6]  0.000987)     ([ 2, 7]  0.001666)     ([ 2, 8]  0.001513)     ([ 2, 9]  0.000800) 
    ([ 3, 6]  0.001509)     ([ 3, 7]  0.001823)     ([ 3, 8]  0.000970)     ([ 3, 9]  0.001227) 
    ([ 4, 6]  0.000956)     ([ 4, 7]  0.000966)     ([ 4, 8]  0.001472)     ([ 4, 9]  0.001800) 
  }
  From:  (3, 9)  {
    ([ 1, 7]  0.001386)     ([ 1, 8]  0.001580)     ([ 1, 9]  0.001366)     ([ 1, 1]  0.000764) 
    ([ 2, 7]  0.001283)     ([ 2, 8]  0.001200)     ([ 2, 9]  0.001812)     ([ 2, 1]  0.001612) 
    ([ 3, 7]  0.001558)     ([ 3, 8]  0.001832)     ([ 3, 9]  0.000809)     ([ 3, 1]  0.000776) 
    ([ 4, 7]  0.001136)     ([ 4, 8]  0.001698)     ([ 4, 9]  0.001237)     ([ 4, 1]  0.000881) 
  }
  From:  (4, 1)  {
    ([ 2, 8]  0.000779)     ([ 2, 9]  0.001318)     ([ 2, 1]  0.001001)     ([ 2, 2]  0.001515) 
    ([ 3, 8]  0.001593)     ([ 3, 9]  0.001137)     ([ 3, 1]  0.000725)     ([ 3, 2]  0.001105) 
    ([ 4, 8]  0.000732)     ([ 4, 9]  0.001435)     ([ 4, 1]  0.000800)     ([ 4, 2]  0.001499) 
    ([ 5, 8]  0.000902)     ([ 5, 9]  0.001329)     ([ 5, 1]  0.001243)     ([ 5, 2]  0.000957) 
  }
  From:  (4, 2)  {
    ([ 2, 9]  0.001012)     ([ 2, 1]  0.000872)     ([ 2, 2]  0.001615)     ([ 2, 3]  0.000983) 
    ([ 3, 9]  0.001673)     ([ 3, 1]  0.001205)     ([ 3, 2]  0.001002)     ([ 3, 3]  0.000986) 
    ([ 4, 9]  0.001072)     ([ 4, 1]  0.001381)     ([ 4, 2]  0.001727)     ([ 4, 3]  0.001745) 
    ([ 5, 9]  0.000964)     ([ 5, 1]  0.000729)     ([ 5, 2]  0.001080)     ([ 5, 3]  0.001704) 
  }
  From:  (4, 3)  {
    ([ 2, 1]  0.001848)     ([ 2, 2]  0.001337)     ([ 2, 3]  0.001696)     ([ 2, 4]  0.001590) 
    ([ 3, 1]  0.001675)     ([ 3, 2]  0.001165)     ([ 3, 3]  0.000922)     ([ 3, 4]  0.000754) 
    ([ 4, 1]  0.001220)     ([ 4, 2]  0.000895)     ([ 4, 3]  0.001309)     ([ 4, 4]  0.001389) 
    ([ 5, 1]  0.001220)     ([ 5, 2]  0.001630)     ([ 5, 3]  0.001546)     ([ 5, 4]  0.001166) 
  }
  From:  (4, 4)  {
    ([ 2, 2]  0.001846)     ([ 2, 3]  0.000803)     ([ 2, 4]  0.001264)     ([ 2, 5]  0.000831) 
    ([ 3, 2]  0.001302)     ([ 3, 3]  0.001767)     ([ 3, 4]  0.000953)     ([ 3, 5]  0.001014) 
    ([ 4, 2]  0.000915)     ([ 4, 3]  0.001254)     ([ 4, 4]  0.001425)     ([ 4, 5]  0.001330) 
    ([ 5, 2]  0.001335)     ([ 5, 3]  0.001452)     ([ 5, 4]  0.001376)     ([ 5, 5]  0.001067) 
  }
  From:  (4, 5)  {
    ([ 2, 3]  0.001354)     ([ 2, 4]  0.001472)     ([ 2, 5]  0.001036)     ([ 2, 6]  0.001250) 
    ([ 3, 3]  0.000766)     ([ 3, 4]  0.000794)     ([ 3, 5]  0.001483)     ([ 3, 6]  0.001348) 
    ([ 4, 3]  0.001445)     ([ 4, 4]  0.000992)     ([ 4, 5]  0.001761)     ([ 4, 6]  0.001296) 
    ([ 5, 3]  0.001024)     ([ 5, 4]  0.001519)     ([ 5, 5]  0.000937)     ([ 5, 6]  0.001000) 
  }
  From:  (4, 6)  {
    ([ 2, 4]  0.001769)     ([ 2, 5]  0.001520)     ([ 2, 6]  0.001507)     ([ 2, 7]  0.001032) 
    ([ 3, 4]  0.001748)     ([ 3, 5]  0.001604)     ([ 3, 6]  0.001846)     ([ 3, 7]  0.001762) 
    ([ 4, 4]  0.001455)     ([ 4, 5]  0.001363)     ([ 4, 6]  0.000899)     ([ 4, 7]  0.001375) 
    ([ 5, 4]  0.001840)     ([ 5, 5]  0.001668)     ([ 5, 6]  0.001515)     ([ 5, 7]  0.001273) 
  }
  From:  (4, 7)  {
    ([ 2, 5]  0.001640)     ([ 2, 6]  0.001093)     ([ 2, 7]  0.001383)     ([ 2, 8]  0.001819) 
    ([ 3, 5]  0.001766)     ([ 3, 6]  0.001156)     ([ 3, 7]  0.001211)     ([ 3, 8]  0.001089) 
    ([ 4, 5]  0.000708)     ([ 4, 6]  0.001035)     ([ 4, 7]  0.001818)     ([ 4, 8]  0.000657) 
    ([ 5, 5]  0.001473)     ([ 5, 6]  0.001052)     ([ 5, 7]  0.000773)     ([ 5, 8]  0.001830) 
  }
  From:  (4, 8)  {
    ([ 2, 6]  0.001036)     ([ 2, 7]  0.001455)     ([ 2, 8]  0.000722)     ([ 2, 9]  0.000734) 
    ([ 3, 6]  0.001744)     ([ 3, 7]  0.001336)     ([ 3, 8]  0.000763)     ([ 3, 9]  0.001368) 
    ([ 4, 6]  0.001601)     ([ 4, 7]  0.001029)     ([ 4, 8]  0.000841)     ([ 4, 9]  0.000801) 
    ([ 5, 6]  0.001543)     ([ 5, 7]  0.000933)     ([ 5, 8]  0.001797)     ([ 5, 9]  0.001434) 
  }
  From:  (4, 9)  {
    ([ 2, 7]  0.001566)     ([ 2, 8]  0.001470)     ([ 2, 9]  0.001016)     ([ 2, 1]  0.000826) 
    ([ 3, 7]  0.000991)     ([ 3, 8]  0.000968)     ([ 3, 9]  0.001757)     ([ 3, 1]  0.000789) 
    ([ 4, 7]  0.001834)     ([ 4, 8]  0.001300)     ([ 4, 9]  0.001401)     ([ 4, 1]  0.000707) 
    ([ 5, 7]  0.000708)     ([ 5, 8]  0.001667)     ([ 5, 9]  0.001512)     ([ 5, 1]  0.001320) 
  }
  From:  (5, 1)  {
    ([ 3, 8]  0.001446)     ([ 3, 9]  0.001633)     ([ 3, 1]  0.001606)     ([ 3, 2]  0.000940) 
    ([ 4, 8]  0.001779)     ([ 4, 9]  0.001527)     ([ 4, 1]  0.001255)     ([ 4, 2]  0.001004) 
    ([ 5, 8]  0.001639)     ([ 5, 9]  0.001564)     ([ 5, 1]  0.001642)     ([ 5, 2]  0.000917) 
    ([ 6, 8]  0.001267)     ([ 6, 9]  0.001686)     ([ 6, 1]  0.001086)     ([ 6, 2]  0.000715) 
  }
  From:  (5, 2)  {
    ([ 3, 9]  0.001833)     ([ 3, 1]  0.001837)     ([ 3, 2]  0.001414)     ([ 3, 3]  0.001586) 
    ([ 4, 9]  0.001331)     ([ 4, 1]  0.000732)     ([ 4, 2]  0.001742)     ([ 4, 3]  0.001801) 
    ([ 5, 9]  0.000958)     ([ 5, 1]  0.000962)     ([ 5, 2]  0.000850)     ([ 5, 3]  0.001530) 
    ([ 6, 9]  0.001078)     ([ 6, 1]  0.001463)     ([ 6, 2]  0.001710)     ([ 6, 3]  0.001622) 
  }
  From:  (5, 3)  {
    ([ 3, 1]  0.001003)     ([ 3, 2]  0.000687)     ([ 3, 3]  0.001817)     ([ 3, 4]  0.001045) 
    ([ 4, 1]  0.001808)     ([ 4, 2]  0.001044)     ([ 4, 3]  0.001620)     ([ 4, 4]  0.001754) 
    ([ 5, 1]  0.001579)     ([ 5, 2]  0.000768)     ([ 5, 3]  0.001308)     ([ 5, 4]  0.001428) 
    ([ 6, 1]  0.001371)     ([ 6, 2]  0.001079)     ([ 6, 3]  0.000756)     ([ 6, 4]  0.000677) 
  }
  From:  (5, 4)  {
    ([ 3, 2]  0.000992)     ([ 3, 3]  0.001754)     ([ 3, 4]  0.001644)     ([ 3, 5]  0.001479) 
    ([ 4, 2]  0.001704)     ([ 4, 3]  0.001241)     ([ 4, 4]  0.000782)     ([ 4, 5]  0.001832) 
    ([ 5, 2]  0.001623)     ([ 5, 3]  0.001139)     ([ 5, 4]  0.001387)     ([ 5, 5]  0.001827) 
    ([ 6, 2]  0.001070)     ([ 6, 3]  0.001574)     ([ 6, 4]  0.000919)     ([ 6, 5]  0.001069) 
  }
  From:  (5, 5)  {
    ([ 3, 3]  0.000887)     ([ 3, 4]  0.000972)     ([ 3, 5]  0.001703)     ([ 3, 6]  0.001665) 
    ([ 4, 3]  0.001649)     ([ 4, 4]  0.001704)     ([ 4, 5]  0.001471)     ([ 4, 6]  0.001779) 
    ([ 5, 3]  0.000993)     ([ 5, 4]  0.000910)     ([ 5, 5]  0.000864)     ([ 5, 6]  0.001540) 
    ([ 6, 3]  0.001026)     ([ 6, 4]  0.001097)     ([ 6, 5]  0.001737)     ([ 6, 6]  0.000726) 
  }
  From:  (5, 6)  {
    ([ 3, 4]  0.001369)     ([ 3, 5]  0.001376)     ([ 3, 6]  0.001443)     ([ 3, 7]  0.000941) 
    ([ 4, 4]  0.001209)     ([ 4, 5]  0.001176)     ([ 4, 6]  0.001409)     ([ 4, 7]  0.000664) 
    ([ 5, 4]  0.001568)     ([ 5, 5]  0.001026)     ([ 5, 6]  0.001073)     ([ 5, 7]  0.001361) 
    ([ 6, 4]  0.000738)     ([ 6, 5]  0.000843)     ([ 6, 6]  0.001687)     ([ 6, 7]  0.001773) 
  }
  From:  (5, 7)  {
    ([ 3, 5]  0.000720)     ([ 3, 6]  0.001782)     ([ 3, 7]  0.001539)     ([ 3, 8]  0.001772) 
    ([ 4, 5]  0.001696)     ([ 4, 6]  0.001227)     ([ 4, 7]  0.001414)     ([ 4, 8]  0.000990) 
    ([ 5, 5]  0.001559)     ([ 5, 6]  0.001422)     ([ 5, 7]  0.001674)     ([ 5, 8]  0.001366) 
    ([ 6, 5]  0.001399)     ([ 6, 6]  0.000987)     ([ 6, 7]  0.000666)     ([ 6, 8]  0.001055) 
  }
  From:  (5, 8)  {
    ([ 3, 6]  0.000875)     ([ 3, 7]  0.000811)     ([ 3, 8]  0.001010)     ([ 3, 9]  0.000736) 
    ([ 4, 6]  0.001182)     ([ 4, 7]  0.001007)     ([ 4, 8]  0.001694)     ([ 4, 9]  0.001377) 
    ([ 5, 6]  0.001420)     ([ 5, 7]  0.001538)     ([ 5, 8]  0.000671)     ([ 5, 9]  0.001325) 
    ([ 6, 6]  0.001431)     ([ 6, 7]  0.001604)     ([ 6, 8]  0.001052)     ([ 6, 9]  0.000721) 
  }
  From:  (5, 9)  {
    ([ 3, 7]  0.001334)     ([ 3, 8]  0.001255)     ([ 3, 9]  0.001465)     ([ 3, 1]  0.000922) 
    ([ 4, 7]  0.001515)     ([ 4, 8]  0.000887)     ([ 4, 9]  0.001819)     ([ 4, 1]  0.001213) 
    ([ 5, 7]  0.001503)     ([ 5, 8]  0.001485)     ([ 5, 9]  0.001841)     ([ 5, 1]  0.001240) 
    ([ 6, 7]  0.000732)     ([ 6, 8]  0.000787)     ([ 6, 9]  0.000736)     ([ 6, 1]  0.001088) 
  }
  From:  (6, 1)  {
    ([ 4, 8]  0.000726)     ([ 4, 9]  0.000985)     ([ 4, 1]  0.001084)     ([ 4, 2]  0.000748) 
    ([ 5, 8]  0.001545)     ([ 5, 9]  0.001198)     ([ 5, 1]  0.001374)     ([ 5, 2]  0.001065) 
    ([ 6, 8]  0.001687)     ([ 6, 9]  0.000846)     ([ 6, 1]  0.001407)     ([ 6, 2]  0.001394) 
    ([ 7, 8]  0.001025)     ([ 7, 9]  0.001353)     ([ 7, 1]  0.001546)     ([ 7, 2]  0.001563) 
  }
  From:  (6, 2)  {
    ([ 4, 9]  0.001833)     ([ 4, 1]  0.000998)     ([ 4, 2]  0.001719)     ([ 4, 3]  0.001793) 
    ([ 5, 9]  0.001152)     ([ 5, 1]  0.001461)     ([ 5, 2]  0.000692)     ([ 5, 3]  0.000665) 
    ([ 6, 9]  0.001140)     ([ 6, 1]  0.001720)     ([ 6, 2]  0.001326)     ([ 6, 3]  0.001318) 
    ([ 7, 9]  0.001717)     ([ 7, 1]  0.001545)     ([ 7, 2]  0.001240)     ([ 7, 3]  0.001830) 
  }
  From:  (6, 3)  {
    ([ 4, 1]  0.001460)     ([ 4, 2]  0.001210)     ([ 4, 3]  0.000935)     ([ 4, 4]  0.001455) 
    ([ 5, 1]  0.001071)     ([ 5, 2]  0.000704)     ([ 5, 3]  0.001068)     ([ 5, 4]  0.001058) 
    ([ 6, 1]  0.001251)     ([ 6, 2]  0.001014)     ([ 6, 3]  0.001827)     ([ 6, 4]  0.000681) 
    ([ 7, 1]  0.001451)     ([ 7, 2]  0.001525)     ([ 7, 3]  0.000886)     ([ 7, 4]  0.001514) 
  }
  From:  (6, 4)  {
    ([ 4, 2]  0.001766)     ([ 4, 3]  0.001390)     ([ 4, 4]  0.000773)     ([ 4, 5]  0.001014) 
    ([ 5, 2]  0.001538)     ([ 5, 3]  0.000682)     ([ 5, 4]  0.001448)     ([ 5, 5]  0.000719) 
    ([ 6, 2]  0.001512)     ([ 6, 3]  0.001372)     ([ 6, 4]  0.001354)     ([ 6, 5]  0.001488) 
    ([ 7, 2]  0.001179)     ([ 7, 3]  0.001054)     ([ 7, 4]  0.001819)     ([ 7, 5]  0.001305) 
  }
  From:  (6, 5)  {
    ([ 4, 3]  0.001651)     ([ 4, 4]  0.001839)     ([ 4, 5]  0.001448)     ([ 4, 6]  0.000919) 
    ([ 5, 3]  0.001526)     ([ 5, 4]  0.001776)     ([ 5, 5]  0.001806)     ([ 5, 6]  0.001841) 
    ([ 6, 3]  0.000955)     ([ 6, 4]  0.001745)     ([ 6, 5]  0.000962)     ([ 6, 6]  0.001401) 
    ([ 7, 3]  0.000923)     ([ 7, 4]  0.000973)     ([ 7, 5]  0.001178)     ([ 7, 6]  0.001347) 
  }
  From:  (6, 6)  {
    ([ 4, 4]  0.001191)     ([ 4, 5]  0.000804)     ([ 4, 6]  0.000971)     ([ 4, 7]  0.000696) 
    ([ 5, 4]  0.001593)     ([ 5, 5]  0.001793)     ([ 5, 6]  0.001788)     ([ 5, 7]  0.000979) 
    ([ 6, 4]  0.000939)     ([ 6, 5]  0.001805)     ([ 6, 6]  0.001725)     ([ 6, 7]  0.001576) 
    ([ 7, 4]  0.001655)     ([ 7, 5]  0.000671)     ([ 7, 6]  0.001018)     ([ 7, 7]  0.001106) 
  }
  From:  (6, 7)  {
    ([ 4, 5]  0.001731)     ([ 4, 6]  0.001239)     ([ 4, 7]  0.001307)     ([ 4, 8]  0.001663) 
    ([ 5, 5]  0.001332)     ([ 5, 6]  0.000658)     ([ 5, 7]  0.001251)     ([ 5, 8]  0.000676) 
    ([ 6, 5]  0.001501)     ([ 6, 6]  0.001609)     ([ 6, 7]  0.001786)     ([ 6, 8]  0.000820) 
    ([ 7, 5]  0.000870)     ([ 7, 6]  0.001743)     ([ 7, 7]  0.001611)     ([ 7, 8]  0.001287) 
  }
  From:  (6, 8)  {
    ([ 4, 6]  0.001039)     ([ 4, 7]  0.001114)     ([ 4, 8]  0.001259)     ([ 4, 9]  0.001069) 
    ([ 5, 6]  0.001628)     ([ 5, 7]  0.000792)     ([ 5, 8]  0.000867)     ([ 5, 9]  0.001845) 
    ([ 6, 6]  0.001452)     ([ 6, 7]  0.000686)     ([ 6, 8]  0.000827)     ([ 6, 9]  0.000657) 
    ([ 7, 6]  0.001672)     ([ 7, 7]  0.001646)     ([ 7, 8]  0.001122)     ([ 7, 9]  0.001238) 
  }
  From:  (6, 9)  {
    ([ 4, 7]  0.000902)     ([ 4, 8]  0.001450)     ([ 4, 9]  0.000682)     ([ 4, 1]  0.001054) 
    ([ 5, 7]  0.001518)     ([ 5, 8]  0.001391)     ([ 5, 9]  0.001018)     ([ 5, 1]  0.001520) 
    ([ 6, 7]  0.001636)     ([ 6, 8]  0.000790)     ([ 6, 9]  0.001777)     ([ 6, 1]  0.001521) 
    ([ 7, 7]  0.001162)     ([ 7, 8]  0.000746)     ([ 7, 9]  0.001059)     ([ 7, 1]  0.000805) 
  }
  From:  (7, 1)  {
    ([ 5, 8]  0.001387)     ([ 5, 9]  0.001514)     ([ 5, 1]  0.001028)     ([ 5, 2]  0.001813) 
    ([ 6, 8]  0.001053)     ([ 6, 9]  0.001588)     ([ 6, 1]  0.000768)     ([ 6, 2]  0.001383) 
    ([ 7, 8]  0.001139)     ([ 7, 9]  0.000875)     ([ 7, 1]  0.000743)     ([ 7, 2]  0.001459) 
    ([ 8, 8]  0.000728)     ([ 8, 9]  0.001750)     ([ 8, 1]  0.001314)     ([ 8, 2]  0.001264) 
  }
  From:  (7, 2)  {
    ([ 5, 9]  0.001554)     ([ 5, 1]  0.000947)     ([ 5, 2]  0.001616)     ([ 5, 3]  0.001190) 
    ([ 6, 9]  0.001173)     ([ 6, 1]  0.001114)     ([ 6, 2]  0.001105)     ([ 6, 3]  0.001244) 
    ([ 7, 9]  0.001450)     ([ 7, 1]  0.001724)     ([ 7, 2]  0.001776)     ([ 7, 3]  0.001554) 
    ([ 8, 9]  0.001643)     ([ 8, 1]  0.000941)     ([ 8, 2]  0.000974)     ([ 8, 3]  0.001115) 
  }
  From:  (7, 3)  {
    ([ 5, 1]  0.001219)     ([ 5, 2]  0.001030)     ([ 5, 3]  0.001843)     ([ 5, 4]  0.001285) 
    ([ 6, 1]  0.001178)     ([ 6, 2]  0.001449)     ([ 6, 3]  0.001078)     ([ 6, 4]  0.000900) 
    ([ 7, 1]  0.001185)     ([ 7, 2]  0.001614)     ([ 7, 3]  0.000664)     ([ 7, 4]  0.000669) 
    ([ 8, 1]  0.000968)     ([ 8, 2]  0.001796)     ([ 8, 3]  0.000718)     ([ 8, 4]  0.001747) 
  }
  From:  (7, 4)  {
    ([ 5, 2]  0.000782)     ([ 5, 3]  0.000907)     ([ 5, 4]  0.001507)     ([ 5, 5]  0.001076) 
    ([ 6, 2]  0.001605)     ([ 6, 3]  0.000864)     ([ 6, 4]  0.001805)     ([ 6, 5]  0.001356) 
    ([ 7, 2]  0.001160)     ([ 7, 3]  0.001631)     ([ 7, 4]  0.000753)     ([ 7, 5]  0.001698) 
    ([ 8, 2]  0.001557)     ([ 8, 3]  0.001205)     ([ 8, 4]  0.001389)     ([ 8, 5]  0.000768) 
  }
  From:  (7, 5)  {
    ([ 5, 3]  0.000896)     ([ 5, 4]  0.001332)     ([ 5, 5]  0.001081)     ([ 5, 6]  0.000860) 
    ([ 6, 3]  0.001118)     ([ 6, 4]  0.000757)     ([ 6, 5]  0.000960)     ([ 6, 6]  0.001210) 
    ([ 7, 3]  0.001216)     ([ 7, 4]  0.000816)     ([ 7, 5]  0.001401)     ([ 7, 6]  0.001146) 
    ([ 8, 3]  0.000768)     ([ 8, 4]  0.001672)     ([ 8, 5]  0.001749)     ([ 8, 6]  0.001200) 
  }
  From:  (7, 6)  {
    ([ 5, 4]  0.001405)     ([ 5, 5]  0.000972)     ([ 5, 6]  0.001296)     ([ 5, 7]  0.001111) 
    ([ 6, 4]  0.001190)     ([ 6, 5]  0.001079)     ([ 6, 6]  0.001141)     ([ 6, 7]  0.000817) 
    ([ 7, 4]  0.001409)     ([ 7, 5]  0.000962)     ([ 7, 6]  0.001660)     ([ 7, 7]  0.001017) 
    ([ 8, 4]  0.001680)     ([ 8, 5]  0.000916)     ([ 8, 6]  0.000812)     ([ 8, 7]  0.001147) 
  }
  From:  (7, 7)  {
    ([ 5, 5]  0.001322)     ([ 5, 6]  0.001448)     ([ 5, 7]  0.001469)     ([ 5, 8]  0.001157) 
    ([ 6, 5]  0.001200)     ([ 6, 6]  0.001055)     ([ 6, 7]  0.001522)     ([ 6, 8]  0.001604) 
    ([ 7, 5]  0.000940)     ([ 7, 6]  0.001251)     ([ 7, 7]  0.001789)     ([ 7, 8]  0.001624) 
    ([ 8, 5]  0.001811)     ([ 8, 6]  0.001461)     ([ 8, 7]  0.001760)     ([ 8, 8]  0.001726) 
  }
  From:  (7, 8)  {
    ([ 5, 6]  0.001679)     ([ 5, 7]  0.001313)     ([ 5, 8]  0.000753)     ([ 5, 9]  0.000669) 
    ([ 6, 6]  0.001329)     ([ 6, 7]  0.000996)     ([ 6, 8]  0.000979)     ([ 6, 9]  0.001165) 
    ([ 7, 6]  0.001455)     ([ 7, 7]  0.001332)     ([ 7, 8]  0.000796)     ([ 7, 9]  0.001116) 
    ([ 8, 6]  0.000746)     ([ 8, 7]  0.001220)     ([ 8, 8]  0.001229)     ([ 8, 9]  0.001463) 
  }
  From:  (7, 9)  {
    ([ 5, 7]  0.001011)     ([ 5, 8]  0.001180)     ([ 5, 9]  0.001716)     ([ 5, 1]  0.000974) 
    ([ 6, 7]  0.000663)     ([ 6, 8]  0.001001)     ([ 6, 9]  0.001297)     ([ 6, 1]  0.001519) 
    ([ 7, 7]  0.000886)     ([ 7, 8]  0.001441)     ([ 7, 9]  0.001407)     ([ 7, 1]  0.001120) 
    ([ 8, 7]  0.000866)     ([ 8, 8]  0.001670)     ([ 8, 9]  0.001789)     ([ 8, 1]  0.001765) 
  }
  From:  (8, 1)  {
    ([ 6, 8]  0.000916)     ([ 6, 9]  0.001390)     ([ 6, 1]  0.001259)     ([ 6, 2]  0.000781) 
    ([ 7, 8]  0.000701)     ([ 7, 9]  0.000756)     ([ 7, 1]  0.001458)     ([ 7, 2]  0.001133) 
    ([ 8, 8]  0.001261)     ([ 8, 9]  0.001363)     ([ 8, 1]  0.001469)     ([ 8, 2]  0.001101) 
    ([ 9, 8]  0.001781)     ([ 9, 9]  0.001818)     ([ 9, 1]  0.001395)     ([ 9, 2]  0.001247) 
  }
  From:  (8, 2)  {
    ([ 6, 9]  0.000652)     ([ 6, 1]  0.001216)     ([ 6, 2]  0.001849)     ([ 6, 3]  0.001322) 
    ([ 7, 9]  0.001666)     ([ 7, 1]  0.001018)     ([ 7, 2]  0.001610)     ([ 7, 3]  0.001314) 
    ([ 8, 9]  0.001051)     ([ 8, 1]  0.001240)     ([ 8, 2]  0.001180)     ([ 8, 3]  0.001243) 
    ([ 9, 9]  0.001070)     ([ 9, 1]  0.001358)     ([ 9, 2]  0.001212)     ([ 9, 3]  0.001139) 
  }
  From:  (8, 3)  {
    ([ 6, 1]  0.001802)     ([ 6, 2]  0.001421)     ([ 6, 3]  0.001696)     ([ 6, 4]  0.001117) 
    ([ 7, 1]  0.001820)     ([ 7, 2]  0.001402)     ([ 7, 3]  0.001709)     ([ 7, 4]  0.001168) 
    ([ 8, 1]  0.001490)     ([ 8, 2]  0.001217)     ([ 8, 3]  0.001551)     ([ 8, 4]  0.001237) 
    ([ 9, 1]  0.000726)     ([ 9, 2]  0.001631)     ([ 9, 3]  0.001238)     ([ 9, 4]  0.000748) 
  }
  From:  (8, 4)  {
    ([ 6, 2]  0.000780)     ([ 6, 3]  0.001144)     ([ 6, 4]  0.001650)     ([ 6, 5]  0.001352) 
    ([ 7, 2]  0.001590)     ([ 7, 3]  0.001046)     ([ 7, 4]  0.001453)     ([ 7, 5]  0.000930) 
    ([ 8, 2]  0.001036)     ([ 8, 3]  0.001730)     ([ 8, 4]  0.000695)     ([ 8, 5]  0.001600) 
    ([ 9, 2]  0.000705)     ([ 9, 3]  0.001358)     ([ 9, 4]  0.001085)     ([ 9, 5]  0.001598) 
  }
  From:  (8, 5)  {
    ([ 6, 3]  0.001009)     ([ 6, 4]  0.001742)     ([ 6, 5]  0.001831)     ([ 6, 6]  0.000872) 
    ([ 7, 3]  0.001087)     ([ 7, 4]  0.001582)     ([ 7, 5]  0.000881)     ([ 7, 6]  0.001052) 
    ([ 8, 3]  0.001395)     ([ 8, 4]  0.001441)     ([ 8, 5]  0.001745)     ([ 8, 6]  0.000900) 
    ([ 9, 3]  0.001774)     ([ 9, 4]  0.000985)     ([ 9, 5]  0.001756)     ([ 9, 6]  0.001627) 
  }
  From:  (8, 6)  {
    ([ 6, 4]  0.000938)     ([ 6, 5]  0.001364)     ([ 6, 6]  0.001791)     ([ 6, 7]  0.001794) 
    ([ 7, 4]  0.001243)     ([ 7, 5]  0.000991)     ([ 7, 6]  0.001061)     ([ 7, 7]  0.001268) 
    ([ 8, 4]  0.001693)     ([ 8, 5]  0.001807)     ([ 8, 6]  0.001808)     ([ 8, 7]  0.001504) 
    ([ 9, 4]  0.001478)     ([ 9, 5]  0.001805)     ([ 9, 6]  0.001794)     ([ 9, 7]  0.001661) 
  }
  From:  (8, 7)  {
    ([ 6, 5]  0.001719)     ([ 6, 6]  0.001273)     ([ 6, 7]  0.001201)     ([ 6, 8]  0.001141) 
    ([ 7, 5]  0.000743)     ([ 7, 6]  0.001751)     ([ 7, 7]  0.000659)     ([ 7, 8]  0.001422) 
    ([ 8, 5]  0.001810)     ([ 8, 6]  0.000900)     ([ 8, 7]  0.000941)     ([ 8, 8]  0.001640) 
    ([ 9, 5]  0.001793)     ([ 9, 6]  0.001683)     ([ 9, 7]  0.001612)     ([ 9, 8]  0.000750) 
  }
  From:  (8, 8)  {
    ([ 6, 6]  0.001546)     ([ 6, 7]  0.001706)     ([ 6, 8]  0.001670)     ([ 6, 9]  0.001485) 
    ([ 7, 6]  0.001365)     ([ 7, 7]  0.001480)     ([ 7, 8]  0.000980)     ([ 7, 9]  0.001058) 
    ([ 8, 6]  0.001063)     ([ 8, 7]  0.001066)     ([ 8, 8]  0.001758)     ([ 8, 9]  0.000781) 
    ([ 9, 6]  0.001500)     ([ 9, 7]  0.001164)     ([ 9, 8]  0.001005)     ([ 9, 9]  0.001367) 
  }
  From:  (8, 9)  {
    ([ 6, 7]  0.001234)     ([ 6, 8]  0.001080)     ([ 6, 9]  0.000696)     ([ 6, 1]  0.001611) 
    ([ 7, 7]  0.000726)     ([ 7, 8]  0.001469)     ([ 7, 9]  0.000895)     ([ 7, 1]  0.000789) 
    ([ 8, 7]  0.001245)     ([ 8, 8]  0.001021)     ([ 8, 9]  0.001476)     ([ 8, 1]  0.000938) 
    ([ 9, 7]  0.001456)     ([ 9, 8]  0.001382)     ([ 9, 9]  0.001236)     ([ 9, 1]  0.001086) 
  }
  From:  (9, 1)  {
    ([ 7, 8]  0.001268)     ([ 7, 9]  0.001538)     ([ 7, 1]  0.001144)     ([ 7, 2]  0.001403) 
    ([ 8, 8]  0.001831)     ([ 8, 9]  0.001308)     ([ 8, 1]  0.001444)     ([ 8, 2]  0.001223) 
    ([ 9, 8]  0.001421)     ([ 9, 9]  0.001798)     ([ 9, 1]  0.000975)     ([ 9, 2]  0.000879) 
    ([ 1, 8]  0.001767)     ([ 1, 9]  0.001554)     ([ 1, 1]  0.001510)     ([ 1, 2]  0.001314) 
  }
  From:  (9, 2)  {
    ([ 7, 9]  0.001696)     ([ 7, 1]  0.001039)     ([ 7, 2]  0.000852)     ([ 7, 3]  0.001136) 
    ([ 8, 9]  0.001626)     ([ 8, 1]  0.001804)     ([ 8, 2]  0.001523)     ([ 8, 3]  0.001261) 
    ([ 9, 9]  0.000674)     ([ 9, 1]  0.000728)     ([ 9, 2]  0.001501)     ([ 9, 3]  0.000660) 
    ([ 1, 9]  0.001074)     ([ 1, 1]  0.001470)     ([ 1, 2]  0.001220)     ([ 1, 3]  0.001300) 
  }
  From:  (9, 3)  {
    ([ 7, 1]  0.000681)     ([ 7, 2]  0.001385)     ([ 7, 3]  0.001369)     ([ 7, 4]  0.001798) 
    ([ 8, 1]  0.001157)     ([ 8, 2]  0.001192)     ([ 8, 3]  0.000846)     ([ 8, 4]  0.001157) 
    ([ 9, 1]  0.001013)     ([ 9, 2]  0.001670)     ([ 9, 3]  0.001591)     ([ 9, 4]  0.001473) 
    ([ 1, 1]  0.000937)     ([ 1, 2]  0.001175)     ([ 1, 3]  0.001376)     ([ 1, 4]  0.000807) 
  }
  From:  (9, 4)  {
    ([ 7, 2]  0.000705)     ([ 7, 3]  0.001599)     ([ 7, 4]  0.001627)     ([ 7, 5]  0.001021) 
    ([ 8, 2]  0.000735)     ([ 8, 3]  0.000834)     ([ 8, 4]  0.001188)     ([ 8, 5]  0.001357) 
    ([ 9, 2]  0.001429)     ([ 9, 3]  0.001280)     ([ 9, 4]  0.000834)     ([ 9, 5]  0.001416) 
    ([ 1, 2]  0.001524)     ([ 1, 3]  0.000841)     ([ 1, 4]  0.001017)     ([ 1, 5]  0.001249) 
  }
  From:  (9, 5)  {
    ([ 7, 3]  0.001435)     ([ 7, 4]  0.001238)     ([ 7, 5]  0.001133)     ([ 7, 6]  0.000828) 
    ([ 8, 3]  0.001102)     ([ 8, 4]  0.001821)     ([ 8, 5]  0.001711)     ([ 8, 6]  0.001289) 
    ([ 9, 3]  0.001706)     ([ 9, 4]  0.001120)     ([ 9, 5]  0.001452)     ([ 9, 6]  0.000973) 
    ([ 1, 3]  0.001209)     ([ 1, 4]  0.001433)     ([ 1, 5]  0.001194)     ([ 1, 6]  0.001103) 
  }
  From:  (9, 6)  {
    ([ 7, 4]  0.001432)     ([ 7, 5]  0.001049)     ([ 7, 6]  0.001296)     ([ 7, 7]  0.001407) 
    ([ 8, 4]  0.001606)     ([ 8, 5]  0.001449)     ([ 8, 6]  0.000965)     ([ 8, 7]  0.001133) 
    ([ 9, 4]  0.000991)     ([ 9, 5]  0.001813)     ([ 9, 6]  0.001123)     ([ 9, 7]  0.000819) 
    ([ 1, 4]  0.000674)     ([ 1, 5]  0.000769)     ([ 1, 6]  0.001541)     ([ 1, 7]  0.001776) 
  }
  From:  (9, 7)  {
    ([ 7, 5]  0.000927)     ([ 7, 6]  0.001571)     ([ 7, 7]  0.000688)     ([ 7, 8]  0.000688) 
    ([ 8, 5]  0.000775)     ([ 8, 6]  0.001007)     ([ 8, 7]  0.001371)     ([ 8, 8]  0.001155) 
    ([ 9, 5]  0.001319)     ([ 9, 6]  0.001441)     ([ 9, 7]  0.001624)     ([ 9, 8]  0.000934) 
    ([ 1, 5]  0.001306)     ([ 1, 6]  0.001168)     ([ 1, 7]  0.000823)     ([ 1, 8]  0.001754) 
  }
  From:  (9, 8)  {
    ([ 7, 6]  0.001440)     ([ 7, 7]  0.001476)     ([ 7, 8]  0.001627)     ([ 7, 9]  0.001551) 
    ([ 8, 6]  0.001103)     ([ 8, 7]  0.001446)     ([ 8, 8]  0.001184)     ([ 8, 9]  0.001600) 
    ([ 9, 6]  0.001083)     ([ 9, 7]  0.001179)     ([ 9, 8]  0.001509)     ([ 9, 9]  0.001641) 
    ([ 1, 6]  0.000918)     ([ 1, 7]  0.001691)     ([ 1, 8]  0.000862)     ([ 1, 9]  0.001204) 
  }
  From:  (9, 9)  {
    ([ 7, 7]  0.001664)     ([ 7, 8]  0.001054)     ([ 7, 9]  0.001094)     ([ 7, 1]  0.000841) 
    ([ 8, 7]  0.001835)     ([ 8, 8]  0.000739)     ([ 8, 9]  0.000935)     ([ 8, 1]  0.001367) 
    ([ 9, 7]  0.000674)     ([ 9, 8]  0.000775)     ([ 9, 9]  0.001012)     ([ 9, 1]  0.001160) 
    ([ 1, 7]  0.001751)     ([ 1, 8]  0.000778)     ([ 1, 9]  0.001243)     ([ 1, 1]  0.000854) 
  }
}

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