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_4
attsefd2.w
attvatts.w
efd1efd1.w
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weightslist.txt
                            
% Wed Aug 19 21:41:29 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]  0.001511)     ([ 8, 9]  0.001749)     ([ 8, 1]  0.001605)     ([ 8, 2]  0.000844) 
    ([ 9, 8]  0.000908)     ([ 9, 9]  0.001285)     ([ 9, 1]  0.000768)     ([ 9, 2]  0.001238) 
    ([ 1, 8]  0.001065)     ([ 1, 9]  0.000676)     ([ 1, 1]  0.001229)     ([ 1, 2]  0.001602) 
    ([ 2, 8]  0.000675)     ([ 2, 9]  0.001021)     ([ 2, 1]  0.001015)     ([ 2, 2]  0.001425) 
  }
  From:  (1, 2)  {
    ([ 8, 9]  0.001397)     ([ 8, 1]  0.001475)     ([ 8, 2]  0.001424)     ([ 8, 3]  0.001175) 
    ([ 9, 9]  0.001402)     ([ 9, 1]  0.001822)     ([ 9, 2]  0.000687)     ([ 9, 3]  0.001064) 
    ([ 1, 9]  0.000733)     ([ 1, 1]  0.001348)     ([ 1, 2]  0.001469)     ([ 1, 3]  0.001599) 
    ([ 2, 9]  0.001672)     ([ 2, 1]  0.001149)     ([ 2, 2]  0.000702)     ([ 2, 3]  0.001159) 
  }
  From:  (1, 3)  {
    ([ 8, 1]  0.001318)     ([ 8, 2]  0.001055)     ([ 8, 3]  0.001337)     ([ 8, 4]  0.001285) 
    ([ 9, 1]  0.001273)     ([ 9, 2]  0.000665)     ([ 9, 3]  0.001635)     ([ 9, 4]  0.001431) 
    ([ 1, 1]  0.000830)     ([ 1, 2]  0.001681)     ([ 1, 3]  0.001390)     ([ 1, 4]  0.000797) 
    ([ 2, 1]  0.000790)     ([ 2, 2]  0.000737)     ([ 2, 3]  0.001618)     ([ 2, 4]  0.000822) 
  }
  From:  (1, 4)  {
    ([ 8, 2]  0.001657)     ([ 8, 3]  0.001280)     ([ 8, 4]  0.001054)     ([ 8, 5]  0.000698) 
    ([ 9, 2]  0.001719)     ([ 9, 3]  0.001551)     ([ 9, 4]  0.001423)     ([ 9, 5]  0.001032) 
    ([ 1, 2]  0.001044)     ([ 1, 3]  0.000743)     ([ 1, 4]  0.000966)     ([ 1, 5]  0.000894) 
    ([ 2, 2]  0.001464)     ([ 2, 3]  0.001170)     ([ 2, 4]  0.000952)     ([ 2, 5]  0.001111) 
  }
  From:  (1, 5)  {
    ([ 8, 3]  0.000991)     ([ 8, 4]  0.001003)     ([ 8, 5]  0.001339)     ([ 8, 6]  0.001643) 
    ([ 9, 3]  0.001842)     ([ 9, 4]  0.001561)     ([ 9, 5]  0.001648)     ([ 9, 6]  0.001399) 
    ([ 1, 3]  0.001501)     ([ 1, 4]  0.001522)     ([ 1, 5]  0.001621)     ([ 1, 6]  0.000676) 
    ([ 2, 3]  0.000842)     ([ 2, 4]  0.001530)     ([ 2, 5]  0.000839)     ([ 2, 6]  0.001820) 
  }
  From:  (1, 6)  {
    ([ 8, 4]  0.001068)     ([ 8, 5]  0.000766)     ([ 8, 6]  0.000811)     ([ 8, 7]  0.001592) 
    ([ 9, 4]  0.001292)     ([ 9, 5]  0.001375)     ([ 9, 6]  0.001553)     ([ 9, 7]  0.001435) 
    ([ 1, 4]  0.000997)     ([ 1, 5]  0.000841)     ([ 1, 6]  0.001708)     ([ 1, 7]  0.000974) 
    ([ 2, 4]  0.000752)     ([ 2, 5]  0.001217)     ([ 2, 6]  0.001586)     ([ 2, 7]  0.001672) 
  }
  From:  (1, 7)  {
    ([ 8, 5]  0.000843)     ([ 8, 6]  0.000757)     ([ 8, 7]  0.001051)     ([ 8, 8]  0.001196) 
    ([ 9, 5]  0.001704)     ([ 9, 6]  0.001607)     ([ 9, 7]  0.001578)     ([ 9, 8]  0.001505) 
    ([ 1, 5]  0.001380)     ([ 1, 6]  0.001521)     ([ 1, 7]  0.001819)     ([ 1, 8]  0.001348) 
    ([ 2, 5]  0.000962)     ([ 2, 6]  0.000961)     ([ 2, 7]  0.001286)     ([ 2, 8]  0.000830) 
  }
  From:  (1, 8)  {
    ([ 8, 6]  0.001760)     ([ 8, 7]  0.000917)     ([ 8, 8]  0.001461)     ([ 8, 9]  0.000662) 
    ([ 9, 6]  0.001543)     ([ 9, 7]  0.001442)     ([ 9, 8]  0.001582)     ([ 9, 9]  0.000901) 
    ([ 1, 6]  0.000692)     ([ 1, 7]  0.001775)     ([ 1, 8]  0.001322)     ([ 1, 9]  0.001081) 
    ([ 2, 6]  0.001759)     ([ 2, 7]  0.001625)     ([ 2, 8]  0.001204)     ([ 2, 9]  0.000665) 
  }
  From:  (1, 9)  {
    ([ 8, 7]  0.000897)     ([ 8, 8]  0.001384)     ([ 8, 9]  0.001235)     ([ 8, 1]  0.000723) 
    ([ 9, 7]  0.001751)     ([ 9, 8]  0.001365)     ([ 9, 9]  0.001548)     ([ 9, 1]  0.001271) 
    ([ 1, 7]  0.000862)     ([ 1, 8]  0.000855)     ([ 1, 9]  0.001133)     ([ 1, 1]  0.001500) 
    ([ 2, 7]  0.000823)     ([ 2, 8]  0.001407)     ([ 2, 9]  0.000752)     ([ 2, 1]  0.001390) 
  }
  From:  (2, 1)  {
    ([ 9, 8]  0.001363)     ([ 9, 9]  0.001487)     ([ 9, 1]  0.000673)     ([ 9, 2]  0.001646) 
    ([ 1, 8]  0.001206)     ([ 1, 9]  0.000971)     ([ 1, 1]  0.001766)     ([ 1, 2]  0.001015) 
    ([ 2, 8]  0.001757)     ([ 2, 9]  0.001138)     ([ 2, 1]  0.001309)     ([ 2, 2]  0.001804) 
    ([ 3, 8]  0.001808)     ([ 3, 9]  0.001623)     ([ 3, 1]  0.001832)     ([ 3, 2]  0.001774) 
  }
  From:  (2, 2)  {
    ([ 9, 9]  0.000947)     ([ 9, 1]  0.001469)     ([ 9, 2]  0.001213)     ([ 9, 3]  0.000840) 
    ([ 1, 9]  0.001776)     ([ 1, 1]  0.000883)     ([ 1, 2]  0.000699)     ([ 1, 3]  0.001649) 
    ([ 2, 9]  0.001383)     ([ 2, 1]  0.001246)     ([ 2, 2]  0.001280)     ([ 2, 3]  0.001014) 
    ([ 3, 9]  0.001627)     ([ 3, 1]  0.001290)     ([ 3, 2]  0.001571)     ([ 3, 3]  0.001506) 
  }
  From:  (2, 3)  {
    ([ 9, 1]  0.001626)     ([ 9, 2]  0.001568)     ([ 9, 3]  0.001205)     ([ 9, 4]  0.001695) 
    ([ 1, 1]  0.000783)     ([ 1, 2]  0.000950)     ([ 1, 3]  0.000728)     ([ 1, 4]  0.001538) 
    ([ 2, 1]  0.001642)     ([ 2, 2]  0.001223)     ([ 2, 3]  0.000901)     ([ 2, 4]  0.001841) 
    ([ 3, 1]  0.001448)     ([ 3, 2]  0.001505)     ([ 3, 3]  0.001622)     ([ 3, 4]  0.000838) 
  }
  From:  (2, 4)  {
    ([ 9, 2]  0.000926)     ([ 9, 3]  0.001426)     ([ 9, 4]  0.001203)     ([ 9, 5]  0.001829) 
    ([ 1, 2]  0.001476)     ([ 1, 3]  0.001344)     ([ 1, 4]  0.000770)     ([ 1, 5]  0.001591) 
    ([ 2, 2]  0.001051)     ([ 2, 3]  0.001142)     ([ 2, 4]  0.001748)     ([ 2, 5]  0.001468) 
    ([ 3, 2]  0.001180)     ([ 3, 3]  0.001001)     ([ 3, 4]  0.001060)     ([ 3, 5]  0.001695) 
  }
  From:  (2, 5)  {
    ([ 9, 3]  0.001735)     ([ 9, 4]  0.001651)     ([ 9, 5]  0.001392)     ([ 9, 6]  0.000958) 
    ([ 1, 3]  0.001298)     ([ 1, 4]  0.001144)     ([ 1, 5]  0.001587)     ([ 1, 6]  0.000728) 
    ([ 2, 3]  0.001405)     ([ 2, 4]  0.000960)     ([ 2, 5]  0.000824)     ([ 2, 6]  0.001053) 
    ([ 3, 3]  0.000885)     ([ 3, 4]  0.001513)     ([ 3, 5]  0.001044)     ([ 3, 6]  0.001244) 
  }
  From:  (2, 6)  {
    ([ 9, 4]  0.001575)     ([ 9, 5]  0.000915)     ([ 9, 6]  0.001350)     ([ 9, 7]  0.001376) 
    ([ 1, 4]  0.001764)     ([ 1, 5]  0.001016)     ([ 1, 6]  0.001566)     ([ 1, 7]  0.000916) 
    ([ 2, 4]  0.001400)     ([ 2, 5]  0.001014)     ([ 2, 6]  0.001314)     ([ 2, 7]  0.000945) 
    ([ 3, 4]  0.001271)     ([ 3, 5]  0.000724)     ([ 3, 6]  0.001470)     ([ 3, 7]  0.001337) 
  }
  From:  (2, 7)  {
    ([ 9, 5]  0.001527)     ([ 9, 6]  0.001193)     ([ 9, 7]  0.001527)     ([ 9, 8]  0.001662) 
    ([ 1, 5]  0.000947)     ([ 1, 6]  0.000987)     ([ 1, 7]  0.001581)     ([ 1, 8]  0.000762) 
    ([ 2, 5]  0.001811)     ([ 2, 6]  0.001358)     ([ 2, 7]  0.001357)     ([ 2, 8]  0.001422) 
    ([ 3, 5]  0.001511)     ([ 3, 6]  0.001009)     ([ 3, 7]  0.000991)     ([ 3, 8]  0.000821) 
  }
  From:  (2, 8)  {
    ([ 9, 6]  0.001809)     ([ 9, 7]  0.001353)     ([ 9, 8]  0.001067)     ([ 9, 9]  0.000996) 
    ([ 1, 6]  0.001563)     ([ 1, 7]  0.001105)     ([ 1, 8]  0.001536)     ([ 1, 9]  0.001086) 
    ([ 2, 6]  0.001223)     ([ 2, 7]  0.001742)     ([ 2, 8]  0.001052)     ([ 2, 9]  0.001142) 
    ([ 3, 6]  0.000953)     ([ 3, 7]  0.000969)     ([ 3, 8]  0.001033)     ([ 3, 9]  0.001313) 
  }
  From:  (2, 9)  {
    ([ 9, 7]  0.001410)     ([ 9, 8]  0.001276)     ([ 9, 9]  0.000950)     ([ 9, 1]  0.001497) 
    ([ 1, 7]  0.001661)     ([ 1, 8]  0.000793)     ([ 1, 9]  0.001186)     ([ 1, 1]  0.001452) 
    ([ 2, 7]  0.000919)     ([ 2, 8]  0.001637)     ([ 2, 9]  0.000694)     ([ 2, 1]  0.001112) 
    ([ 3, 7]  0.001736)     ([ 3, 8]  0.001554)     ([ 3, 9]  0.001174)     ([ 3, 1]  0.001840) 
  }
  From:  (3, 1)  {
    ([ 1, 8]  0.001181)     ([ 1, 9]  0.001529)     ([ 1, 1]  0.001068)     ([ 1, 2]  0.000773) 
    ([ 2, 8]  0.000921)     ([ 2, 9]  0.001103)     ([ 2, 1]  0.001041)     ([ 2, 2]  0.001470) 
    ([ 3, 8]  0.001518)     ([ 3, 9]  0.000900)     ([ 3, 1]  0.001639)     ([ 3, 2]  0.001576) 
    ([ 4, 8]  0.000921)     ([ 4, 9]  0.000990)     ([ 4, 1]  0.000912)     ([ 4, 2]  0.000953) 
  }
  From:  (3, 2)  {
    ([ 1, 9]  0.001377)     ([ 1, 1]  0.001574)     ([ 1, 2]  0.001431)     ([ 1, 3]  0.001696) 
    ([ 2, 9]  0.001553)     ([ 2, 1]  0.000850)     ([ 2, 2]  0.001542)     ([ 2, 3]  0.001467) 
    ([ 3, 9]  0.001574)     ([ 3, 1]  0.001675)     ([ 3, 2]  0.000802)     ([ 3, 3]  0.000821) 
    ([ 4, 9]  0.001512)     ([ 4, 1]  0.000681)     ([ 4, 2]  0.001216)     ([ 4, 3]  0.000903) 
  }
  From:  (3, 3)  {
    ([ 1, 1]  0.001453)     ([ 1, 2]  0.000718)     ([ 1, 3]  0.000902)     ([ 1, 4]  0.001587) 
    ([ 2, 1]  0.000805)     ([ 2, 2]  0.001646)     ([ 2, 3]  0.001129)     ([ 2, 4]  0.000717) 
    ([ 3, 1]  0.001127)     ([ 3, 2]  0.001350)     ([ 3, 3]  0.000974)     ([ 3, 4]  0.001293) 
    ([ 4, 1]  0.000993)     ([ 4, 2]  0.001119)     ([ 4, 3]  0.001646)     ([ 4, 4]  0.001282) 
  }
  From:  (3, 4)  {
    ([ 1, 2]  0.001523)     ([ 1, 3]  0.001215)     ([ 1, 4]  0.001260)     ([ 1, 5]  0.001020) 
    ([ 2, 2]  0.000873)     ([ 2, 3]  0.000823)     ([ 2, 4]  0.000975)     ([ 2, 5]  0.001052) 
    ([ 3, 2]  0.001203)     ([ 3, 3]  0.001140)     ([ 3, 4]  0.001585)     ([ 3, 5]  0.000841) 
    ([ 4, 2]  0.001165)     ([ 4, 3]  0.001573)     ([ 4, 4]  0.000859)     ([ 4, 5]  0.000741) 
  }
  From:  (3, 5)  {
    ([ 1, 3]  0.001260)     ([ 1, 4]  0.000894)     ([ 1, 5]  0.001593)     ([ 1, 6]  0.001648) 
    ([ 2, 3]  0.000815)     ([ 2, 4]  0.001655)     ([ 2, 5]  0.001410)     ([ 2, 6]  0.000824) 
    ([ 3, 3]  0.001081)     ([ 3, 4]  0.000927)     ([ 3, 5]  0.001682)     ([ 3, 6]  0.000871) 
    ([ 4, 3]  0.001487)     ([ 4, 4]  0.001784)     ([ 4, 5]  0.001098)     ([ 4, 6]  0.001362) 
  }
  From:  (3, 6)  {
    ([ 1, 4]  0.001665)     ([ 1, 5]  0.001147)     ([ 1, 6]  0.001627)     ([ 1, 7]  0.000837) 
    ([ 2, 4]  0.001068)     ([ 2, 5]  0.000658)     ([ 2, 6]  0.001420)     ([ 2, 7]  0.001450) 
    ([ 3, 4]  0.001101)     ([ 3, 5]  0.001332)     ([ 3, 6]  0.001344)     ([ 3, 7]  0.000817) 
    ([ 4, 4]  0.001725)     ([ 4, 5]  0.001439)     ([ 4, 6]  0.001654)     ([ 4, 7]  0.000709) 
  }
  From:  (3, 7)  {
    ([ 1, 5]  0.000678)     ([ 1, 6]  0.000844)     ([ 1, 7]  0.001371)     ([ 1, 8]  0.001728) 
    ([ 2, 5]  0.000778)     ([ 2, 6]  0.001798)     ([ 2, 7]  0.001827)     ([ 2, 8]  0.000709) 
    ([ 3, 5]  0.000839)     ([ 3, 6]  0.001631)     ([ 3, 7]  0.000926)     ([ 3, 8]  0.001134) 
    ([ 4, 5]  0.001303)     ([ 4, 6]  0.001644)     ([ 4, 7]  0.001109)     ([ 4, 8]  0.000938) 
  }
  From:  (3, 8)  {
    ([ 1, 6]  0.001255)     ([ 1, 7]  0.000799)     ([ 1, 8]  0.001311)     ([ 1, 9]  0.000907) 
    ([ 2, 6]  0.001727)     ([ 2, 7]  0.001778)     ([ 2, 8]  0.000746)     ([ 2, 9]  0.001020) 
    ([ 3, 6]  0.001627)     ([ 3, 7]  0.001320)     ([ 3, 8]  0.001133)     ([ 3, 9]  0.001003) 
    ([ 4, 6]  0.000757)     ([ 4, 7]  0.001790)     ([ 4, 8]  0.001762)     ([ 4, 9]  0.000780) 
  }
  From:  (3, 9)  {
    ([ 1, 7]  0.001290)     ([ 1, 8]  0.001379)     ([ 1, 9]  0.001311)     ([ 1, 1]  0.001097) 
    ([ 2, 7]  0.001464)     ([ 2, 8]  0.001032)     ([ 2, 9]  0.001129)     ([ 2, 1]  0.000877) 
    ([ 3, 7]  0.000832)     ([ 3, 8]  0.001113)     ([ 3, 9]  0.000920)     ([ 3, 1]  0.000955) 
    ([ 4, 7]  0.001099)     ([ 4, 8]  0.000807)     ([ 4, 9]  0.001236)     ([ 4, 1]  0.000985) 
  }
  From:  (4, 1)  {
    ([ 2, 8]  0.000799)     ([ 2, 9]  0.001046)     ([ 2, 1]  0.001265)     ([ 2, 2]  0.001465) 
    ([ 3, 8]  0.001446)     ([ 3, 9]  0.001390)     ([ 3, 1]  0.000977)     ([ 3, 2]  0.001256) 
    ([ 4, 8]  0.001293)     ([ 4, 9]  0.001584)     ([ 4, 1]  0.001026)     ([ 4, 2]  0.001416) 
    ([ 5, 8]  0.001683)     ([ 5, 9]  0.001015)     ([ 5, 1]  0.000655)     ([ 5, 2]  0.001041) 
  }
  From:  (4, 2)  {
    ([ 2, 9]  0.001753)     ([ 2, 1]  0.001253)     ([ 2, 2]  0.001664)     ([ 2, 3]  0.000950) 
    ([ 3, 9]  0.000779)     ([ 3, 1]  0.000660)     ([ 3, 2]  0.001644)     ([ 3, 3]  0.001192) 
    ([ 4, 9]  0.001704)     ([ 4, 1]  0.001262)     ([ 4, 2]  0.001736)     ([ 4, 3]  0.001363) 
    ([ 5, 9]  0.000773)     ([ 5, 1]  0.000762)     ([ 5, 2]  0.001210)     ([ 5, 3]  0.000950) 
  }
  From:  (4, 3)  {
    ([ 2, 1]  0.001172)     ([ 2, 2]  0.001473)     ([ 2, 3]  0.001100)     ([ 2, 4]  0.000801) 
    ([ 3, 1]  0.001371)     ([ 3, 2]  0.001481)     ([ 3, 3]  0.001213)     ([ 3, 4]  0.001112) 
    ([ 4, 1]  0.000959)     ([ 4, 2]  0.000749)     ([ 4, 3]  0.001473)     ([ 4, 4]  0.001300) 
    ([ 5, 1]  0.001820)     ([ 5, 2]  0.001658)     ([ 5, 3]  0.001706)     ([ 5, 4]  0.001485) 
  }
  From:  (4, 4)  {
    ([ 2, 2]  0.000865)     ([ 2, 3]  0.001773)     ([ 2, 4]  0.000898)     ([ 2, 5]  0.000941) 
    ([ 3, 2]  0.001078)     ([ 3, 3]  0.001481)     ([ 3, 4]  0.001154)     ([ 3, 5]  0.001349) 
    ([ 4, 2]  0.001451)     ([ 4, 3]  0.001499)     ([ 4, 4]  0.001617)     ([ 4, 5]  0.001554) 
    ([ 5, 2]  0.000842)     ([ 5, 3]  0.001002)     ([ 5, 4]  0.001279)     ([ 5, 5]  0.001099) 
  }
  From:  (4, 5)  {
    ([ 2, 3]  0.000836)     ([ 2, 4]  0.001536)     ([ 2, 5]  0.000675)     ([ 2, 6]  0.001543) 
    ([ 3, 3]  0.000664)     ([ 3, 4]  0.001323)     ([ 3, 5]  0.001660)     ([ 3, 6]  0.001213) 
    ([ 4, 3]  0.001122)     ([ 4, 4]  0.001027)     ([ 4, 5]  0.001361)     ([ 4, 6]  0.001280) 
    ([ 5, 3]  0.001106)     ([ 5, 4]  0.001194)     ([ 5, 5]  0.000698)     ([ 5, 6]  0.000912) 
  }
  From:  (4, 6)  {
    ([ 2, 4]  0.000933)     ([ 2, 5]  0.000913)     ([ 2, 6]  0.001032)     ([ 2, 7]  0.000820) 
    ([ 3, 4]  0.001164)     ([ 3, 5]  0.001240)     ([ 3, 6]  0.000666)     ([ 3, 7]  0.001639) 
    ([ 4, 4]  0.001269)     ([ 4, 5]  0.000762)     ([ 4, 6]  0.001187)     ([ 4, 7]  0.001195) 
    ([ 5, 4]  0.001719)     ([ 5, 5]  0.000751)     ([ 5, 6]  0.001654)     ([ 5, 7]  0.001560) 
  }
  From:  (4, 7)  {
    ([ 2, 5]  0.001759)     ([ 2, 6]  0.000831)     ([ 2, 7]  0.000775)     ([ 2, 8]  0.001641) 
    ([ 3, 5]  0.001847)     ([ 3, 6]  0.001070)     ([ 3, 7]  0.000744)     ([ 3, 8]  0.001186) 
    ([ 4, 5]  0.000709)     ([ 4, 6]  0.000752)     ([ 4, 7]  0.001179)     ([ 4, 8]  0.001017) 
    ([ 5, 5]  0.001525)     ([ 5, 6]  0.001103)     ([ 5, 7]  0.001013)     ([ 5, 8]  0.000916) 
  }
  From:  (4, 8)  {
    ([ 2, 6]  0.001837)     ([ 2, 7]  0.000929)     ([ 2, 8]  0.001267)     ([ 2, 9]  0.001158) 
    ([ 3, 6]  0.001793)     ([ 3, 7]  0.000778)     ([ 3, 8]  0.001684)     ([ 3, 9]  0.001623) 
    ([ 4, 6]  0.000890)     ([ 4, 7]  0.000996)     ([ 4, 8]  0.000762)     ([ 4, 9]  0.001833) 
    ([ 5, 6]  0.000897)     ([ 5, 7]  0.000991)     ([ 5, 8]  0.001062)     ([ 5, 9]  0.001670) 
  }
  From:  (4, 9)  {
    ([ 2, 7]  0.001227)     ([ 2, 8]  0.000851)     ([ 2, 9]  0.001704)     ([ 2, 1]  0.001250) 
    ([ 3, 7]  0.000863)     ([ 3, 8]  0.000866)     ([ 3, 9]  0.000943)     ([ 3, 1]  0.000868) 
    ([ 4, 7]  0.000968)     ([ 4, 8]  0.001626)     ([ 4, 9]  0.001672)     ([ 4, 1]  0.000771) 
    ([ 5, 7]  0.000844)     ([ 5, 8]  0.000650)     ([ 5, 9]  0.001532)     ([ 5, 1]  0.001785) 
  }
  From:  (5, 1)  {
    ([ 3, 8]  0.001400)     ([ 3, 9]  0.000670)     ([ 3, 1]  0.001528)     ([ 3, 2]  0.000785) 
    ([ 4, 8]  0.000682)     ([ 4, 9]  0.000887)     ([ 4, 1]  0.001386)     ([ 4, 2]  0.001501) 
    ([ 5, 8]  0.001427)     ([ 5, 9]  0.001338)     ([ 5, 1]  0.001558)     ([ 5, 2]  0.001402) 
    ([ 6, 8]  0.001221)     ([ 6, 9]  0.000788)     ([ 6, 1]  0.001593)     ([ 6, 2]  0.000817) 
  }
  From:  (5, 2)  {
    ([ 3, 9]  0.000764)     ([ 3, 1]  0.001057)     ([ 3, 2]  0.000966)     ([ 3, 3]  0.001507) 
    ([ 4, 9]  0.001426)     ([ 4, 1]  0.001438)     ([ 4, 2]  0.001702)     ([ 4, 3]  0.001837) 
    ([ 5, 9]  0.001262)     ([ 5, 1]  0.001849)     ([ 5, 2]  0.001606)     ([ 5, 3]  0.000852) 
    ([ 6, 9]  0.001037)     ([ 6, 1]  0.001757)     ([ 6, 2]  0.001638)     ([ 6, 3]  0.001098) 
  }
  From:  (5, 3)  {
    ([ 3, 1]  0.000851)     ([ 3, 2]  0.001395)     ([ 3, 3]  0.001497)     ([ 3, 4]  0.001721) 
    ([ 4, 1]  0.001009)     ([ 4, 2]  0.000657)     ([ 4, 3]  0.001295)     ([ 4, 4]  0.001380) 
    ([ 5, 1]  0.001313)     ([ 5, 2]  0.001012)     ([ 5, 3]  0.001204)     ([ 5, 4]  0.001031) 
    ([ 6, 1]  0.001475)     ([ 6, 2]  0.001116)     ([ 6, 3]  0.001844)     ([ 6, 4]  0.000791) 
  }
  From:  (5, 4)  {
    ([ 3, 2]  0.000949)     ([ 3, 3]  0.001234)     ([ 3, 4]  0.000852)     ([ 3, 5]  0.001220) 
    ([ 4, 2]  0.000879)     ([ 4, 3]  0.001403)     ([ 4, 4]  0.001062)     ([ 4, 5]  0.000825) 
    ([ 5, 2]  0.001156)     ([ 5, 3]  0.001563)     ([ 5, 4]  0.001827)     ([ 5, 5]  0.001384) 
    ([ 6, 2]  0.001414)     ([ 6, 3]  0.000984)     ([ 6, 4]  0.001708)     ([ 6, 5]  0.001012) 
  }
  From:  (5, 5)  {
    ([ 3, 3]  0.000996)     ([ 3, 4]  0.000885)     ([ 3, 5]  0.001145)     ([ 3, 6]  0.001207) 
    ([ 4, 3]  0.001018)     ([ 4, 4]  0.000933)     ([ 4, 5]  0.001849)     ([ 4, 6]  0.000847) 
    ([ 5, 3]  0.000946)     ([ 5, 4]  0.001315)     ([ 5, 5]  0.001554)     ([ 5, 6]  0.001352) 
    ([ 6, 3]  0.001656)     ([ 6, 4]  0.001787)     ([ 6, 5]  0.001171)     ([ 6, 6]  0.001220) 
  }
  From:  (5, 6)  {
    ([ 3, 4]  0.001329)     ([ 3, 5]  0.001761)     ([ 3, 6]  0.000726)     ([ 3, 7]  0.001049) 
    ([ 4, 4]  0.001546)     ([ 4, 5]  0.000867)     ([ 4, 6]  0.001180)     ([ 4, 7]  0.001440) 
    ([ 5, 4]  0.001615)     ([ 5, 5]  0.001390)     ([ 5, 6]  0.001221)     ([ 5, 7]  0.001157) 
    ([ 6, 4]  0.001656)     ([ 6, 5]  0.000999)     ([ 6, 6]  0.001514)     ([ 6, 7]  0.001466) 
  }
  From:  (5, 7)  {
    ([ 3, 5]  0.001082)     ([ 3, 6]  0.001057)     ([ 3, 7]  0.001574)     ([ 3, 8]  0.000839) 
    ([ 4, 5]  0.000727)     ([ 4, 6]  0.000857)     ([ 4, 7]  0.000878)     ([ 4, 8]  0.001237) 
    ([ 5, 5]  0.001629)     ([ 5, 6]  0.000701)     ([ 5, 7]  0.001193)     ([ 5, 8]  0.001503) 
    ([ 6, 5]  0.001358)     ([ 6, 6]  0.001072)     ([ 6, 7]  0.001837)     ([ 6, 8]  0.001322) 
  }
  From:  (5, 8)  {
    ([ 3, 6]  0.001842)     ([ 3, 7]  0.001771)     ([ 3, 8]  0.001611)     ([ 3, 9]  0.000783) 
    ([ 4, 6]  0.000787)     ([ 4, 7]  0.001727)     ([ 4, 8]  0.000953)     ([ 4, 9]  0.000986) 
    ([ 5, 6]  0.001692)     ([ 5, 7]  0.001268)     ([ 5, 8]  0.001377)     ([ 5, 9]  0.001588) 
    ([ 6, 6]  0.001536)     ([ 6, 7]  0.000760)     ([ 6, 8]  0.001320)     ([ 6, 9]  0.000868) 
  }
  From:  (5, 9)  {
    ([ 3, 7]  0.001564)     ([ 3, 8]  0.001475)     ([ 3, 9]  0.001349)     ([ 3, 1]  0.001598) 
    ([ 4, 7]  0.001728)     ([ 4, 8]  0.000728)     ([ 4, 9]  0.000778)     ([ 4, 1]  0.001002) 
    ([ 5, 7]  0.001213)     ([ 5, 8]  0.000978)     ([ 5, 9]  0.001452)     ([ 5, 1]  0.000843) 
    ([ 6, 7]  0.000844)     ([ 6, 8]  0.001634)     ([ 6, 9]  0.000658)     ([ 6, 1]  0.000749) 
  }
  From:  (6, 1)  {
    ([ 4, 8]  0.000930)     ([ 4, 9]  0.001217)     ([ 4, 1]  0.001471)     ([ 4, 2]  0.001730) 
    ([ 5, 8]  0.001752)     ([ 5, 9]  0.001070)     ([ 5, 1]  0.000942)     ([ 5, 2]  0.001581) 
    ([ 6, 8]  0.001520)     ([ 6, 9]  0.000792)     ([ 6, 1]  0.000744)     ([ 6, 2]  0.001377) 
    ([ 7, 8]  0.000956)     ([ 7, 9]  0.001589)     ([ 7, 1]  0.000881)     ([ 7, 2]  0.000697) 
  }
  From:  (6, 2)  {
    ([ 4, 9]  0.001174)     ([ 4, 1]  0.001571)     ([ 4, 2]  0.001532)     ([ 4, 3]  0.001588) 
    ([ 5, 9]  0.001292)     ([ 5, 1]  0.001550)     ([ 5, 2]  0.001580)     ([ 5, 3]  0.000983) 
    ([ 6, 9]  0.000836)     ([ 6, 1]  0.001790)     ([ 6, 2]  0.000716)     ([ 6, 3]  0.000952) 
    ([ 7, 9]  0.001233)     ([ 7, 1]  0.001147)     ([ 7, 2]  0.001352)     ([ 7, 3]  0.000727) 
  }
  From:  (6, 3)  {
    ([ 4, 1]  0.001154)     ([ 4, 2]  0.000832)     ([ 4, 3]  0.001601)     ([ 4, 4]  0.000996) 
    ([ 5, 1]  0.001636)     ([ 5, 2]  0.001676)     ([ 5, 3]  0.001390)     ([ 5, 4]  0.001181) 
    ([ 6, 1]  0.000804)     ([ 6, 2]  0.001055)     ([ 6, 3]  0.001096)     ([ 6, 4]  0.001063) 
    ([ 7, 1]  0.001471)     ([ 7, 2]  0.001547)     ([ 7, 3]  0.001142)     ([ 7, 4]  0.000791) 
  }
  From:  (6, 4)  {
    ([ 4, 2]  0.001484)     ([ 4, 3]  0.000749)     ([ 4, 4]  0.001422)     ([ 4, 5]  0.001262) 
    ([ 5, 2]  0.001174)     ([ 5, 3]  0.001281)     ([ 5, 4]  0.001524)     ([ 5, 5]  0.001580) 
    ([ 6, 2]  0.001169)     ([ 6, 3]  0.001409)     ([ 6, 4]  0.001034)     ([ 6, 5]  0.000744) 
    ([ 7, 2]  0.001375)     ([ 7, 3]  0.001228)     ([ 7, 4]  0.000788)     ([ 7, 5]  0.000707) 
  }
  From:  (6, 5)  {
    ([ 4, 3]  0.000715)     ([ 4, 4]  0.001199)     ([ 4, 5]  0.001311)     ([ 4, 6]  0.001665) 
    ([ 5, 3]  0.001832)     ([ 5, 4]  0.001222)     ([ 5, 5]  0.001755)     ([ 5, 6]  0.001698) 
    ([ 6, 3]  0.001214)     ([ 6, 4]  0.000781)     ([ 6, 5]  0.001087)     ([ 6, 6]  0.000684) 
    ([ 7, 3]  0.000921)     ([ 7, 4]  0.000910)     ([ 7, 5]  0.001432)     ([ 7, 6]  0.000949) 
  }
  From:  (6, 6)  {
    ([ 4, 4]  0.000977)     ([ 4, 5]  0.001206)     ([ 4, 6]  0.001785)     ([ 4, 7]  0.001757) 
    ([ 5, 4]  0.001120)     ([ 5, 5]  0.000987)     ([ 5, 6]  0.001535)     ([ 5, 7]  0.001420) 
    ([ 6, 4]  0.001353)     ([ 6, 5]  0.001423)     ([ 6, 6]  0.001832)     ([ 6, 7]  0.001470) 
    ([ 7, 4]  0.001032)     ([ 7, 5]  0.001059)     ([ 7, 6]  0.000732)     ([ 7, 7]  0.001307) 
  }
  From:  (6, 7)  {
    ([ 4, 5]  0.000869)     ([ 4, 6]  0.000906)     ([ 4, 7]  0.001310)     ([ 4, 8]  0.001685) 
    ([ 5, 5]  0.001586)     ([ 5, 6]  0.000976)     ([ 5, 7]  0.001722)     ([ 5, 8]  0.001816) 
    ([ 6, 5]  0.000676)     ([ 6, 6]  0.001168)     ([ 6, 7]  0.000915)     ([ 6, 8]  0.001334) 
    ([ 7, 5]  0.001558)     ([ 7, 6]  0.000749)     ([ 7, 7]  0.001765)     ([ 7, 8]  0.001619) 
  }
  From:  (6, 8)  {
    ([ 4, 6]  0.001410)     ([ 4, 7]  0.001443)     ([ 4, 8]  0.001194)     ([ 4, 9]  0.001128) 
    ([ 5, 6]  0.001066)     ([ 5, 7]  0.001692)     ([ 5, 8]  0.001593)     ([ 5, 9]  0.001127) 
    ([ 6, 6]  0.001846)     ([ 6, 7]  0.000924)     ([ 6, 8]  0.001123)     ([ 6, 9]  0.001229) 
    ([ 7, 6]  0.000756)     ([ 7, 7]  0.000916)     ([ 7, 8]  0.000697)     ([ 7, 9]  0.001558) 
  }
  From:  (6, 9)  {
    ([ 4, 7]  0.001642)     ([ 4, 8]  0.001019)     ([ 4, 9]  0.001394)     ([ 4, 1]  0.001050) 
    ([ 5, 7]  0.001551)     ([ 5, 8]  0.001605)     ([ 5, 9]  0.001333)     ([ 5, 1]  0.000918) 
    ([ 6, 7]  0.001162)     ([ 6, 8]  0.001423)     ([ 6, 9]  0.001285)     ([ 6, 1]  0.001018) 
    ([ 7, 7]  0.001680)     ([ 7, 8]  0.001802)     ([ 7, 9]  0.001841)     ([ 7, 1]  0.001299) 
  }
  From:  (7, 1)  {
    ([ 5, 8]  0.001284)     ([ 5, 9]  0.000878)     ([ 5, 1]  0.001065)     ([ 5, 2]  0.001677) 
    ([ 6, 8]  0.001246)     ([ 6, 9]  0.001529)     ([ 6, 1]  0.001007)     ([ 6, 2]  0.001395) 
    ([ 7, 8]  0.001561)     ([ 7, 9]  0.001797)     ([ 7, 1]  0.001814)     ([ 7, 2]  0.001775) 
    ([ 8, 8]  0.000870)     ([ 8, 9]  0.001193)     ([ 8, 1]  0.000690)     ([ 8, 2]  0.001245) 
  }
  From:  (7, 2)  {
    ([ 5, 9]  0.001450)     ([ 5, 1]  0.001439)     ([ 5, 2]  0.000830)     ([ 5, 3]  0.000882) 
    ([ 6, 9]  0.001644)     ([ 6, 1]  0.001673)     ([ 6, 2]  0.001409)     ([ 6, 3]  0.000900) 
    ([ 7, 9]  0.001187)     ([ 7, 1]  0.001807)     ([ 7, 2]  0.001464)     ([ 7, 3]  0.001612) 
    ([ 8, 9]  0.000753)     ([ 8, 1]  0.001251)     ([ 8, 2]  0.001536)     ([ 8, 3]  0.001427) 
  }
  From:  (7, 3)  {
    ([ 5, 1]  0.001609)     ([ 5, 2]  0.001162)     ([ 5, 3]  0.001387)     ([ 5, 4]  0.000791) 
    ([ 6, 1]  0.001396)     ([ 6, 2]  0.001594)     ([ 6, 3]  0.001390)     ([ 6, 4]  0.001355) 
    ([ 7, 1]  0.001308)     ([ 7, 2]  0.001110)     ([ 7, 3]  0.001523)     ([ 7, 4]  0.001220) 
    ([ 8, 1]  0.000744)     ([ 8, 2]  0.001731)     ([ 8, 3]  0.000660)     ([ 8, 4]  0.001160) 
  }
  From:  (7, 4)  {
    ([ 5, 2]  0.001814)     ([ 5, 3]  0.001167)     ([ 5, 4]  0.001440)     ([ 5, 5]  0.001611) 
    ([ 6, 2]  0.001595)     ([ 6, 3]  0.001241)     ([ 6, 4]  0.000671)     ([ 6, 5]  0.001094) 
    ([ 7, 2]  0.001794)     ([ 7, 3]  0.000967)     ([ 7, 4]  0.001243)     ([ 7, 5]  0.001721) 
    ([ 8, 2]  0.001248)     ([ 8, 3]  0.001799)     ([ 8, 4]  0.001709)     ([ 8, 5]  0.000780) 
  }
  From:  (7, 5)  {
    ([ 5, 3]  0.001171)     ([ 5, 4]  0.001789)     ([ 5, 5]  0.001563)     ([ 5, 6]  0.001266) 
    ([ 6, 3]  0.001456)     ([ 6, 4]  0.001291)     ([ 6, 5]  0.001527)     ([ 6, 6]  0.000845) 
    ([ 7, 3]  0.001538)     ([ 7, 4]  0.001799)     ([ 7, 5]  0.000684)     ([ 7, 6]  0.001448) 
    ([ 8, 3]  0.000778)     ([ 8, 4]  0.001440)     ([ 8, 5]  0.001447)     ([ 8, 6]  0.001237) 
  }
  From:  (7, 6)  {
    ([ 5, 4]  0.001576)     ([ 5, 5]  0.001272)     ([ 5, 6]  0.001391)     ([ 5, 7]  0.001460) 
    ([ 6, 4]  0.001806)     ([ 6, 5]  0.000972)     ([ 6, 6]  0.001563)     ([ 6, 7]  0.000689) 
    ([ 7, 4]  0.000850)     ([ 7, 5]  0.000777)     ([ 7, 6]  0.000802)     ([ 7, 7]  0.001832) 
    ([ 8, 4]  0.001165)     ([ 8, 5]  0.001849)     ([ 8, 6]  0.001692)     ([ 8, 7]  0.000965) 
  }
  From:  (7, 7)  {
    ([ 5, 5]  0.001698)     ([ 5, 6]  0.000813)     ([ 5, 7]  0.001545)     ([ 5, 8]  0.001548) 
    ([ 6, 5]  0.001376)     ([ 6, 6]  0.001189)     ([ 6, 7]  0.000955)     ([ 6, 8]  0.001782) 
    ([ 7, 5]  0.001584)     ([ 7, 6]  0.000861)     ([ 7, 7]  0.001359)     ([ 7, 8]  0.001417) 
    ([ 8, 5]  0.001081)     ([ 8, 6]  0.001829)     ([ 8, 7]  0.001228)     ([ 8, 8]  0.001407) 
  }
  From:  (7, 8)  {
    ([ 5, 6]  0.001018)     ([ 5, 7]  0.000946)     ([ 5, 8]  0.001278)     ([ 5, 9]  0.001230) 
    ([ 6, 6]  0.000903)     ([ 6, 7]  0.001529)     ([ 6, 8]  0.000780)     ([ 6, 9]  0.001446) 
    ([ 7, 6]  0.000838)     ([ 7, 7]  0.000678)     ([ 7, 8]  0.000865)     ([ 7, 9]  0.001377) 
    ([ 8, 6]  0.001264)     ([ 8, 7]  0.001572)     ([ 8, 8]  0.000696)     ([ 8, 9]  0.001418) 
  }
  From:  (7, 9)  {
    ([ 5, 7]  0.001329)     ([ 5, 8]  0.000662)     ([ 5, 9]  0.000865)     ([ 5, 1]  0.000660) 
    ([ 6, 7]  0.001223)     ([ 6, 8]  0.001371)     ([ 6, 9]  0.001428)     ([ 6, 1]  0.001428) 
    ([ 7, 7]  0.001599)     ([ 7, 8]  0.001842)     ([ 7, 9]  0.001550)     ([ 7, 1]  0.001570) 
    ([ 8, 7]  0.001648)     ([ 8, 8]  0.001231)     ([ 8, 9]  0.000669)     ([ 8, 1]  0.001533) 
  }
  From:  (8, 1)  {
    ([ 6, 8]  0.001478)     ([ 6, 9]  0.001078)     ([ 6, 1]  0.000908)     ([ 6, 2]  0.000976) 
    ([ 7, 8]  0.000790)     ([ 7, 9]  0.000878)     ([ 7, 1]  0.001684)     ([ 7, 2]  0.001122) 
    ([ 8, 8]  0.001346)     ([ 8, 9]  0.000716)     ([ 8, 1]  0.000763)     ([ 8, 2]  0.000887) 
    ([ 9, 8]  0.001795)     ([ 9, 9]  0.000892)     ([ 9, 1]  0.000702)     ([ 9, 2]  0.000696) 
  }
  From:  (8, 2)  {
    ([ 6, 9]  0.001579)     ([ 6, 1]  0.001047)     ([ 6, 2]  0.001578)     ([ 6, 3]  0.001037) 
    ([ 7, 9]  0.001579)     ([ 7, 1]  0.001286)     ([ 7, 2]  0.001497)     ([ 7, 3]  0.001565) 
    ([ 8, 9]  0.001206)     ([ 8, 1]  0.001221)     ([ 8, 2]  0.001808)     ([ 8, 3]  0.001341) 
    ([ 9, 9]  0.001639)     ([ 9, 1]  0.001329)     ([ 9, 2]  0.001167)     ([ 9, 3]  0.001663) 
  }
  From:  (8, 3)  {
    ([ 6, 1]  0.001665)     ([ 6, 2]  0.000909)     ([ 6, 3]  0.001187)     ([ 6, 4]  0.001793) 
    ([ 7, 1]  0.001207)     ([ 7, 2]  0.001486)     ([ 7, 3]  0.001831)     ([ 7, 4]  0.001590) 
    ([ 8, 1]  0.001463)     ([ 8, 2]  0.001279)     ([ 8, 3]  0.001596)     ([ 8, 4]  0.000850) 
    ([ 9, 1]  0.000725)     ([ 9, 2]  0.001359)     ([ 9, 3]  0.001263)     ([ 9, 4]  0.001672) 
  }
  From:  (8, 4)  {
    ([ 6, 2]  0.001407)     ([ 6, 3]  0.001782)     ([ 6, 4]  0.000689)     ([ 6, 5]  0.000856) 
    ([ 7, 2]  0.000651)     ([ 7, 3]  0.001097)     ([ 7, 4]  0.000982)     ([ 7, 5]  0.001161) 
    ([ 8, 2]  0.000830)     ([ 8, 3]  0.001506)     ([ 8, 4]  0.001344)     ([ 8, 5]  0.001761) 
    ([ 9, 2]  0.001362)     ([ 9, 3]  0.000781)     ([ 9, 4]  0.001005)     ([ 9, 5]  0.001372) 
  }
  From:  (8, 5)  {
    ([ 6, 3]  0.001479)     ([ 6, 4]  0.001001)     ([ 6, 5]  0.001507)     ([ 6, 6]  0.000700) 
    ([ 7, 3]  0.001778)     ([ 7, 4]  0.001027)     ([ 7, 5]  0.001194)     ([ 7, 6]  0.001658) 
    ([ 8, 3]  0.001266)     ([ 8, 4]  0.000739)     ([ 8, 5]  0.001289)     ([ 8, 6]  0.000869) 
    ([ 9, 3]  0.000671)     ([ 9, 4]  0.001121)     ([ 9, 5]  0.001800)     ([ 9, 6]  0.001432) 
  }
  From:  (8, 6)  {
    ([ 6, 4]  0.001182)     ([ 6, 5]  0.001093)     ([ 6, 6]  0.000896)     ([ 6, 7]  0.001071) 
    ([ 7, 4]  0.001272)     ([ 7, 5]  0.000936)     ([ 7, 6]  0.000939)     ([ 7, 7]  0.001343) 
    ([ 8, 4]  0.000950)     ([ 8, 5]  0.001815)     ([ 8, 6]  0.001641)     ([ 8, 7]  0.001169) 
    ([ 9, 4]  0.000948)     ([ 9, 5]  0.001148)     ([ 9, 6]  0.001394)     ([ 9, 7]  0.001805) 
  }
  From:  (8, 7)  {
    ([ 6, 5]  0.001323)     ([ 6, 6]  0.001698)     ([ 6, 7]  0.001029)     ([ 6, 8]  0.001419) 
    ([ 7, 5]  0.000771)     ([ 7, 6]  0.001380)     ([ 7, 7]  0.001086)     ([ 7, 8]  0.000987) 
    ([ 8, 5]  0.001214)     ([ 8, 6]  0.001785)     ([ 8, 7]  0.000758)     ([ 8, 8]  0.001519) 
    ([ 9, 5]  0.001725)     ([ 9, 6]  0.001007)     ([ 9, 7]  0.001804)     ([ 9, 8]  0.000668) 
  }
  From:  (8, 8)  {
    ([ 6, 6]  0.000948)     ([ 6, 7]  0.001432)     ([ 6, 8]  0.001220)     ([ 6, 9]  0.000744) 
    ([ 7, 6]  0.001406)     ([ 7, 7]  0.001655)     ([ 7, 8]  0.001541)     ([ 7, 9]  0.001063) 
    ([ 8, 6]  0.001630)     ([ 8, 7]  0.000772)     ([ 8, 8]  0.000761)     ([ 8, 9]  0.000817) 
    ([ 9, 6]  0.001736)     ([ 9, 7]  0.001120)     ([ 9, 8]  0.000826)     ([ 9, 9]  0.000823) 
  }
  From:  (8, 9)  {
    ([ 6, 7]  0.001727)     ([ 6, 8]  0.000691)     ([ 6, 9]  0.001471)     ([ 6, 1]  0.001461) 
    ([ 7, 7]  0.001348)     ([ 7, 8]  0.001130)     ([ 7, 9]  0.000981)     ([ 7, 1]  0.000713) 
    ([ 8, 7]  0.001843)     ([ 8, 8]  0.001271)     ([ 8, 9]  0.000767)     ([ 8, 1]  0.001704) 
    ([ 9, 7]  0.001788)     ([ 9, 8]  0.001299)     ([ 9, 9]  0.001327)     ([ 9, 1]  0.001373) 
  }
  From:  (9, 1)  {
    ([ 7, 8]  0.001396)     ([ 7, 9]  0.001195)     ([ 7, 1]  0.001147)     ([ 7, 2]  0.001079) 
    ([ 8, 8]  0.001755)     ([ 8, 9]  0.001074)     ([ 8, 1]  0.001447)     ([ 8, 2]  0.001472) 
    ([ 9, 8]  0.001171)     ([ 9, 9]  0.000891)     ([ 9, 1]  0.001160)     ([ 9, 2]  0.001176) 
    ([ 1, 8]  0.000743)     ([ 1, 9]  0.001839)     ([ 1, 1]  0.001716)     ([ 1, 2]  0.001652) 
  }
  From:  (9, 2)  {
    ([ 7, 9]  0.000856)     ([ 7, 1]  0.001681)     ([ 7, 2]  0.001790)     ([ 7, 3]  0.001104) 
    ([ 8, 9]  0.001324)     ([ 8, 1]  0.001572)     ([ 8, 2]  0.001639)     ([ 8, 3]  0.000768) 
    ([ 9, 9]  0.001351)     ([ 9, 1]  0.000743)     ([ 9, 2]  0.001489)     ([ 9, 3]  0.001116) 
    ([ 1, 9]  0.000795)     ([ 1, 1]  0.001209)     ([ 1, 2]  0.001788)     ([ 1, 3]  0.001238) 
  }
  From:  (9, 3)  {
    ([ 7, 1]  0.001524)     ([ 7, 2]  0.001130)     ([ 7, 3]  0.001454)     ([ 7, 4]  0.001351) 
    ([ 8, 1]  0.001657)     ([ 8, 2]  0.001335)     ([ 8, 3]  0.001074)     ([ 8, 4]  0.000987) 
    ([ 9, 1]  0.001044)     ([ 9, 2]  0.001264)     ([ 9, 3]  0.000995)     ([ 9, 4]  0.000946) 
    ([ 1, 1]  0.001055)     ([ 1, 2]  0.001731)     ([ 1, 3]  0.001758)     ([ 1, 4]  0.001420) 
  }
  From:  (9, 4)  {
    ([ 7, 2]  0.000737)     ([ 7, 3]  0.001743)     ([ 7, 4]  0.001573)     ([ 7, 5]  0.000679) 
    ([ 8, 2]  0.001216)     ([ 8, 3]  0.001007)     ([ 8, 4]  0.001331)     ([ 8, 5]  0.001099) 
    ([ 9, 2]  0.000695)     ([ 9, 3]  0.001687)     ([ 9, 4]  0.001168)     ([ 9, 5]  0.001791) 
    ([ 1, 2]  0.001645)     ([ 1, 3]  0.001056)     ([ 1, 4]  0.001066)     ([ 1, 5]  0.001543) 
  }
  From:  (9, 5)  {
    ([ 7, 3]  0.001411)     ([ 7, 4]  0.001455)     ([ 7, 5]  0.001755)     ([ 7, 6]  0.001142) 
    ([ 8, 3]  0.001298)     ([ 8, 4]  0.000953)     ([ 8, 5]  0.001373)     ([ 8, 6]  0.001462) 
    ([ 9, 3]  0.001540)     ([ 9, 4]  0.001353)     ([ 9, 5]  0.001336)     ([ 9, 6]  0.001163) 
    ([ 1, 3]  0.000895)     ([ 1, 4]  0.001228)     ([ 1, 5]  0.001166)     ([ 1, 6]  0.001610) 
  }
  From:  (9, 6)  {
    ([ 7, 4]  0.001764)     ([ 7, 5]  0.001791)     ([ 7, 6]  0.001116)     ([ 7, 7]  0.001752) 
    ([ 8, 4]  0.001802)     ([ 8, 5]  0.001350)     ([ 8, 6]  0.000755)     ([ 8, 7]  0.000785) 
    ([ 9, 4]  0.001781)     ([ 9, 5]  0.001065)     ([ 9, 6]  0.001079)     ([ 9, 7]  0.001566) 
    ([ 1, 4]  0.001835)     ([ 1, 5]  0.001142)     ([ 1, 6]  0.000897)     ([ 1, 7]  0.000958) 
  }
  From:  (9, 7)  {
    ([ 7, 5]  0.001678)     ([ 7, 6]  0.001668)     ([ 7, 7]  0.000729)     ([ 7, 8]  0.001671) 
    ([ 8, 5]  0.001811)     ([ 8, 6]  0.001564)     ([ 8, 7]  0.001701)     ([ 8, 8]  0.001459) 
    ([ 9, 5]  0.001304)     ([ 9, 6]  0.001479)     ([ 9, 7]  0.001676)     ([ 9, 8]  0.001207) 
    ([ 1, 5]  0.001010)     ([ 1, 6]  0.001794)     ([ 1, 7]  0.001825)     ([ 1, 8]  0.000799) 
  }
  From:  (9, 8)  {
    ([ 7, 6]  0.001127)     ([ 7, 7]  0.001736)     ([ 7, 8]  0.001816)     ([ 7, 9]  0.001406) 
    ([ 8, 6]  0.000772)     ([ 8, 7]  0.001824)     ([ 8, 8]  0.001068)     ([ 8, 9]  0.001060) 
    ([ 9, 6]  0.001158)     ([ 9, 7]  0.001551)     ([ 9, 8]  0.001186)     ([ 9, 9]  0.001038) 
    ([ 1, 6]  0.000982)     ([ 1, 7]  0.000925)     ([ 1, 8]  0.001377)     ([ 1, 9]  0.001630) 
  }
  From:  (9, 9)  {
    ([ 7, 7]  0.000856)     ([ 7, 8]  0.000663)     ([ 7, 9]  0.001459)     ([ 7, 1]  0.001430) 
    ([ 8, 7]  0.000882)     ([ 8, 8]  0.001782)     ([ 8, 9]  0.001591)     ([ 8, 1]  0.001815) 
    ([ 9, 7]  0.000784)     ([ 9, 8]  0.001206)     ([ 9, 9]  0.001744)     ([ 9, 1]  0.001106) 
    ([ 1, 7]  0.001549)     ([ 1, 8]  0.001653)     ([ 1, 9]  0.000740)     ([ 1, 1]  0.000907) 
  }
}

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