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_3
attsefd2.w
attvatts.w
efd1efd1.w
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weightslist.txt
                            
% Wed Aug 19 14:47:03 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]  0.001095)     ([ 8, 9]  0.000981)     ([ 8, 1]  0.001303)     ([ 8, 2]  0.001574) 
    ([ 9, 8]  0.001837)     ([ 9, 9]  0.001293)     ([ 9, 1]  0.000908)     ([ 9, 2]  0.001518) 
    ([ 1, 8]  0.000908)     ([ 1, 9]  0.000655)     ([ 1, 1]  0.001083)     ([ 1, 2]  0.001805) 
    ([ 2, 8]  0.001379)     ([ 2, 9]  0.001783)     ([ 2, 1]  0.001695)     ([ 2, 2]  0.001687) 
  }
  From:  (1, 2)  {
    ([ 8, 9]  0.000911)     ([ 8, 1]  0.001548)     ([ 8, 2]  0.001625)     ([ 8, 3]  0.001230) 
    ([ 9, 9]  0.001780)     ([ 9, 1]  0.000878)     ([ 9, 2]  0.001405)     ([ 9, 3]  0.001124) 
    ([ 1, 9]  0.000921)     ([ 1, 1]  0.000769)     ([ 1, 2]  0.001100)     ([ 1, 3]  0.001248) 
    ([ 2, 9]  0.000773)     ([ 2, 1]  0.001116)     ([ 2, 2]  0.001527)     ([ 2, 3]  0.001690) 
  }
  From:  (1, 3)  {
    ([ 8, 1]  0.000941)     ([ 8, 2]  0.000776)     ([ 8, 3]  0.001585)     ([ 8, 4]  0.001268) 
    ([ 9, 1]  0.001561)     ([ 9, 2]  0.001128)     ([ 9, 3]  0.001324)     ([ 9, 4]  0.001706) 
    ([ 1, 1]  0.001570)     ([ 1, 2]  0.000743)     ([ 1, 3]  0.000960)     ([ 1, 4]  0.001499) 
    ([ 2, 1]  0.001008)     ([ 2, 2]  0.001539)     ([ 2, 3]  0.001132)     ([ 2, 4]  0.001848) 
  }
  From:  (1, 4)  {
    ([ 8, 2]  0.000686)     ([ 8, 3]  0.001001)     ([ 8, 4]  0.001789)     ([ 8, 5]  0.001387) 
    ([ 9, 2]  0.001156)     ([ 9, 3]  0.000686)     ([ 9, 4]  0.000840)     ([ 9, 5]  0.000896) 
    ([ 1, 2]  0.000986)     ([ 1, 3]  0.001114)     ([ 1, 4]  0.000860)     ([ 1, 5]  0.000762) 
    ([ 2, 2]  0.001222)     ([ 2, 3]  0.001670)     ([ 2, 4]  0.001785)     ([ 2, 5]  0.001719) 
  }
  From:  (1, 5)  {
    ([ 8, 3]  0.001290)     ([ 8, 4]  0.001273)     ([ 8, 5]  0.001352)     ([ 8, 6]  0.001445) 
    ([ 9, 3]  0.000699)     ([ 9, 4]  0.000992)     ([ 9, 5]  0.001358)     ([ 9, 6]  0.001416) 
    ([ 1, 3]  0.001186)     ([ 1, 4]  0.001391)     ([ 1, 5]  0.001097)     ([ 1, 6]  0.001372) 
    ([ 2, 3]  0.001320)     ([ 2, 4]  0.001275)     ([ 2, 5]  0.001156)     ([ 2, 6]  0.001011) 
  }
  From:  (1, 6)  {
    ([ 8, 4]  0.000919)     ([ 8, 5]  0.000978)     ([ 8, 6]  0.000691)     ([ 8, 7]  0.001188) 
    ([ 9, 4]  0.000719)     ([ 9, 5]  0.000932)     ([ 9, 6]  0.001785)     ([ 9, 7]  0.000809) 
    ([ 1, 4]  0.001510)     ([ 1, 5]  0.000770)     ([ 1, 6]  0.001148)     ([ 1, 7]  0.001563) 
    ([ 2, 4]  0.000933)     ([ 2, 5]  0.001486)     ([ 2, 6]  0.000940)     ([ 2, 7]  0.001815) 
  }
  From:  (1, 7)  {
    ([ 8, 5]  0.000796)     ([ 8, 6]  0.001401)     ([ 8, 7]  0.001837)     ([ 8, 8]  0.000997) 
    ([ 9, 5]  0.001182)     ([ 9, 6]  0.001581)     ([ 9, 7]  0.000872)     ([ 9, 8]  0.001528) 
    ([ 1, 5]  0.001797)     ([ 1, 6]  0.000690)     ([ 1, 7]  0.001380)     ([ 1, 8]  0.001746) 
    ([ 2, 5]  0.001086)     ([ 2, 6]  0.001016)     ([ 2, 7]  0.001665)     ([ 2, 8]  0.001506) 
  }
  From:  (1, 8)  {
    ([ 8, 6]  0.000882)     ([ 8, 7]  0.001027)     ([ 8, 8]  0.000888)     ([ 8, 9]  0.000653) 
    ([ 9, 6]  0.001132)     ([ 9, 7]  0.001231)     ([ 9, 8]  0.001438)     ([ 9, 9]  0.001206) 
    ([ 1, 6]  0.001534)     ([ 1, 7]  0.001435)     ([ 1, 8]  0.000784)     ([ 1, 9]  0.000708) 
    ([ 2, 6]  0.000770)     ([ 2, 7]  0.000964)     ([ 2, 8]  0.000884)     ([ 2, 9]  0.000918) 
  }
  From:  (1, 9)  {
    ([ 8, 7]  0.001422)     ([ 8, 8]  0.000792)     ([ 8, 9]  0.000791)     ([ 8, 1]  0.001519) 
    ([ 9, 7]  0.000743)     ([ 9, 8]  0.001725)     ([ 9, 9]  0.001477)     ([ 9, 1]  0.000879) 
    ([ 1, 7]  0.001542)     ([ 1, 8]  0.001780)     ([ 1, 9]  0.000950)     ([ 1, 1]  0.001526) 
    ([ 2, 7]  0.001021)     ([ 2, 8]  0.000807)     ([ 2, 9]  0.001344)     ([ 2, 1]  0.000783) 
  }
  From:  (2, 1)  {
    ([ 9, 8]  0.001343)     ([ 9, 9]  0.000668)     ([ 9, 1]  0.001841)     ([ 9, 2]  0.000736) 
    ([ 1, 8]  0.001570)     ([ 1, 9]  0.001466)     ([ 1, 1]  0.001542)     ([ 1, 2]  0.001788) 
    ([ 2, 8]  0.001628)     ([ 2, 9]  0.001070)     ([ 2, 1]  0.001258)     ([ 2, 2]  0.001402) 
    ([ 3, 8]  0.001497)     ([ 3, 9]  0.001797)     ([ 3, 1]  0.000935)     ([ 3, 2]  0.001430) 
  }
  From:  (2, 2)  {
    ([ 9, 9]  0.001303)     ([ 9, 1]  0.001396)     ([ 9, 2]  0.001727)     ([ 9, 3]  0.000842) 
    ([ 1, 9]  0.000813)     ([ 1, 1]  0.000937)     ([ 1, 2]  0.001407)     ([ 1, 3]  0.000937) 
    ([ 2, 9]  0.000792)     ([ 2, 1]  0.000749)     ([ 2, 2]  0.001513)     ([ 2, 3]  0.000808) 
    ([ 3, 9]  0.000967)     ([ 3, 1]  0.001534)     ([ 3, 2]  0.001017)     ([ 3, 3]  0.001564) 
  }
  From:  (2, 3)  {
    ([ 9, 1]  0.001195)     ([ 9, 2]  0.001159)     ([ 9, 3]  0.000897)     ([ 9, 4]  0.001803) 
    ([ 1, 1]  0.001775)     ([ 1, 2]  0.000894)     ([ 1, 3]  0.001013)     ([ 1, 4]  0.001632) 
    ([ 2, 1]  0.001780)     ([ 2, 2]  0.001132)     ([ 2, 3]  0.001794)     ([ 2, 4]  0.001358) 
    ([ 3, 1]  0.001103)     ([ 3, 2]  0.000747)     ([ 3, 3]  0.001332)     ([ 3, 4]  0.001502) 
  }
  From:  (2, 4)  {
    ([ 9, 2]  0.001113)     ([ 9, 3]  0.000995)     ([ 9, 4]  0.000654)     ([ 9, 5]  0.001265) 
    ([ 1, 2]  0.001534)     ([ 1, 3]  0.001066)     ([ 1, 4]  0.001490)     ([ 1, 5]  0.001169) 
    ([ 2, 2]  0.001401)     ([ 2, 3]  0.001212)     ([ 2, 4]  0.001349)     ([ 2, 5]  0.001386) 
    ([ 3, 2]  0.000971)     ([ 3, 3]  0.001253)     ([ 3, 4]  0.001291)     ([ 3, 5]  0.000683) 
  }
  From:  (2, 5)  {
    ([ 9, 3]  0.001562)     ([ 9, 4]  0.001557)     ([ 9, 5]  0.001782)     ([ 9, 6]  0.001219) 
    ([ 1, 3]  0.000811)     ([ 1, 4]  0.001141)     ([ 1, 5]  0.000861)     ([ 1, 6]  0.000711) 
    ([ 2, 3]  0.000792)     ([ 2, 4]  0.000917)     ([ 2, 5]  0.000707)     ([ 2, 6]  0.000653) 
    ([ 3, 3]  0.000835)     ([ 3, 4]  0.001721)     ([ 3, 5]  0.001039)     ([ 3, 6]  0.000839) 
  }
  From:  (2, 6)  {
    ([ 9, 4]  0.001133)     ([ 9, 5]  0.001412)     ([ 9, 6]  0.000707)     ([ 9, 7]  0.001288) 
    ([ 1, 4]  0.000655)     ([ 1, 5]  0.001044)     ([ 1, 6]  0.001824)     ([ 1, 7]  0.000712) 
    ([ 2, 4]  0.001441)     ([ 2, 5]  0.001605)     ([ 2, 6]  0.001625)     ([ 2, 7]  0.001560) 
    ([ 3, 4]  0.001461)     ([ 3, 5]  0.001416)     ([ 3, 6]  0.001708)     ([ 3, 7]  0.001035) 
  }
  From:  (2, 7)  {
    ([ 9, 5]  0.001824)     ([ 9, 6]  0.001083)     ([ 9, 7]  0.001780)     ([ 9, 8]  0.000827) 
    ([ 1, 5]  0.000917)     ([ 1, 6]  0.001110)     ([ 1, 7]  0.001014)     ([ 1, 8]  0.001719) 
    ([ 2, 5]  0.000766)     ([ 2, 6]  0.001799)     ([ 2, 7]  0.000667)     ([ 2, 8]  0.001486) 
    ([ 3, 5]  0.000727)     ([ 3, 6]  0.001747)     ([ 3, 7]  0.001839)     ([ 3, 8]  0.000785) 
  }
  From:  (2, 8)  {
    ([ 9, 6]  0.001019)     ([ 9, 7]  0.001432)     ([ 9, 8]  0.000691)     ([ 9, 9]  0.000844) 
    ([ 1, 6]  0.001143)     ([ 1, 7]  0.001545)     ([ 1, 8]  0.001146)     ([ 1, 9]  0.001541) 
    ([ 2, 6]  0.001046)     ([ 2, 7]  0.000771)     ([ 2, 8]  0.001005)     ([ 2, 9]  0.000840) 
    ([ 3, 6]  0.001333)     ([ 3, 7]  0.001396)     ([ 3, 8]  0.001392)     ([ 3, 9]  0.001017) 
  }
  From:  (2, 9)  {
    ([ 9, 7]  0.000727)     ([ 9, 8]  0.001786)     ([ 9, 9]  0.000820)     ([ 9, 1]  0.001533) 
    ([ 1, 7]  0.000862)     ([ 1, 8]  0.001780)     ([ 1, 9]  0.001037)     ([ 1, 1]  0.001381) 
    ([ 2, 7]  0.001104)     ([ 2, 8]  0.000965)     ([ 2, 9]  0.001058)     ([ 2, 1]  0.001034) 
    ([ 3, 7]  0.001427)     ([ 3, 8]  0.001250)     ([ 3, 9]  0.000732)     ([ 3, 1]  0.001125) 
  }
  From:  (3, 1)  {
    ([ 1, 8]  0.001065)     ([ 1, 9]  0.000808)     ([ 1, 1]  0.000709)     ([ 1, 2]  0.000831) 
    ([ 2, 8]  0.001084)     ([ 2, 9]  0.001525)     ([ 2, 1]  0.001308)     ([ 2, 2]  0.001141) 
    ([ 3, 8]  0.001354)     ([ 3, 9]  0.001454)     ([ 3, 1]  0.001358)     ([ 3, 2]  0.001361) 
    ([ 4, 8]  0.001122)     ([ 4, 9]  0.001715)     ([ 4, 1]  0.001194)     ([ 4, 2]  0.001075) 
  }
  From:  (3, 2)  {
    ([ 1, 9]  0.001406)     ([ 1, 1]  0.000705)     ([ 1, 2]  0.001265)     ([ 1, 3]  0.001785) 
    ([ 2, 9]  0.001600)     ([ 2, 1]  0.001704)     ([ 2, 2]  0.001163)     ([ 2, 3]  0.001284) 
    ([ 3, 9]  0.001192)     ([ 3, 1]  0.001056)     ([ 3, 2]  0.001440)     ([ 3, 3]  0.001411) 
    ([ 4, 9]  0.001528)     ([ 4, 1]  0.001430)     ([ 4, 2]  0.001834)     ([ 4, 3]  0.000779) 
  }
  From:  (3, 3)  {
    ([ 1, 1]  0.001373)     ([ 1, 2]  0.000982)     ([ 1, 3]  0.000901)     ([ 1, 4]  0.001744) 
    ([ 2, 1]  0.000689)     ([ 2, 2]  0.001086)     ([ 2, 3]  0.001251)     ([ 2, 4]  0.001076) 
    ([ 3, 1]  0.001349)     ([ 3, 2]  0.000879)     ([ 3, 3]  0.001773)     ([ 3, 4]  0.001183) 
    ([ 4, 1]  0.001685)     ([ 4, 2]  0.001569)     ([ 4, 3]  0.001345)     ([ 4, 4]  0.000948) 
  }
  From:  (3, 4)  {
    ([ 1, 2]  0.001097)     ([ 1, 3]  0.001535)     ([ 1, 4]  0.000794)     ([ 1, 5]  0.001159) 
    ([ 2, 2]  0.001424)     ([ 2, 3]  0.001213)     ([ 2, 4]  0.001207)     ([ 2, 5]  0.000988) 
    ([ 3, 2]  0.000995)     ([ 3, 3]  0.000909)     ([ 3, 4]  0.001707)     ([ 3, 5]  0.000727) 
    ([ 4, 2]  0.001198)     ([ 4, 3]  0.000735)     ([ 4, 4]  0.000975)     ([ 4, 5]  0.001193) 
  }
  From:  (3, 5)  {
    ([ 1, 3]  0.001319)     ([ 1, 4]  0.001292)     ([ 1, 5]  0.001683)     ([ 1, 6]  0.001409) 
    ([ 2, 3]  0.001194)     ([ 2, 4]  0.001015)     ([ 2, 5]  0.000873)     ([ 2, 6]  0.001461) 
    ([ 3, 3]  0.001001)     ([ 3, 4]  0.000848)     ([ 3, 5]  0.001265)     ([ 3, 6]  0.001101) 
    ([ 4, 3]  0.000782)     ([ 4, 4]  0.001452)     ([ 4, 5]  0.001800)     ([ 4, 6]  0.000814) 
  }
  From:  (3, 6)  {
    ([ 1, 4]  0.001557)     ([ 1, 5]  0.001388)     ([ 1, 6]  0.001189)     ([ 1, 7]  0.001839) 
    ([ 2, 4]  0.001019)     ([ 2, 5]  0.000918)     ([ 2, 6]  0.000996)     ([ 2, 7]  0.001051) 
    ([ 3, 4]  0.000751)     ([ 3, 5]  0.000987)     ([ 3, 6]  0.001349)     ([ 3, 7]  0.001242) 
    ([ 4, 4]  0.001308)     ([ 4, 5]  0.001240)     ([ 4, 6]  0.001798)     ([ 4, 7]  0.001637) 
  }
  From:  (3, 7)  {
    ([ 1, 5]  0.001719)     ([ 1, 6]  0.001491)     ([ 1, 7]  0.000674)     ([ 1, 8]  0.001415) 
    ([ 2, 5]  0.001672)     ([ 2, 6]  0.001445)     ([ 2, 7]  0.001609)     ([ 2, 8]  0.001728) 
    ([ 3, 5]  0.001112)     ([ 3, 6]  0.001325)     ([ 3, 7]  0.001788)     ([ 3, 8]  0.000954) 
    ([ 4, 5]  0.000754)     ([ 4, 6]  0.001289)     ([ 4, 7]  0.001688)     ([ 4, 8]  0.001535) 
  }
  From:  (3, 8)  {
    ([ 1, 6]  0.001778)     ([ 1, 7]  0.000660)     ([ 1, 8]  0.001819)     ([ 1, 9]  0.000801) 
    ([ 2, 6]  0.001616)     ([ 2, 7]  0.001709)     ([ 2, 8]  0.001089)     ([ 2, 9]  0.001548) 
    ([ 3, 6]  0.000958)     ([ 3, 7]  0.000727)     ([ 3, 8]  0.001412)     ([ 3, 9]  0.001022) 
    ([ 4, 6]  0.001661)     ([ 4, 7]  0.000922)     ([ 4, 8]  0.000956)     ([ 4, 9]  0.000801) 
  }
  From:  (3, 9)  {
    ([ 1, 7]  0.001297)     ([ 1, 8]  0.000957)     ([ 1, 9]  0.000739)     ([ 1, 1]  0.001847) 
    ([ 2, 7]  0.000929)     ([ 2, 8]  0.000799)     ([ 2, 9]  0.001298)     ([ 2, 1]  0.001697) 
    ([ 3, 7]  0.001052)     ([ 3, 8]  0.001527)     ([ 3, 9]  0.000747)     ([ 3, 1]  0.001030) 
    ([ 4, 7]  0.000899)     ([ 4, 8]  0.001253)     ([ 4, 9]  0.001459)     ([ 4, 1]  0.001601) 
  }
  From:  (4, 1)  {
    ([ 2, 8]  0.001807)     ([ 2, 9]  0.001190)     ([ 2, 1]  0.001827)     ([ 2, 2]  0.001496) 
    ([ 3, 8]  0.001050)     ([ 3, 9]  0.001457)     ([ 3, 1]  0.001399)     ([ 3, 2]  0.000890) 
    ([ 4, 8]  0.001471)     ([ 4, 9]  0.000972)     ([ 4, 1]  0.000759)     ([ 4, 2]  0.001505) 
    ([ 5, 8]  0.000723)     ([ 5, 9]  0.001835)     ([ 5, 1]  0.001208)     ([ 5, 2]  0.001085) 
  }
  From:  (4, 2)  {
    ([ 2, 9]  0.000650)     ([ 2, 1]  0.001808)     ([ 2, 2]  0.001522)     ([ 2, 3]  0.001114) 
    ([ 3, 9]  0.000915)     ([ 3, 1]  0.001047)     ([ 3, 2]  0.001359)     ([ 3, 3]  0.001750) 
    ([ 4, 9]  0.001604)     ([ 4, 1]  0.001309)     ([ 4, 2]  0.001805)     ([ 4, 3]  0.001375) 
    ([ 5, 9]  0.000955)     ([ 5, 1]  0.001699)     ([ 5, 2]  0.001733)     ([ 5, 3]  0.001574) 
  }
  From:  (4, 3)  {
    ([ 2, 1]  0.000861)     ([ 2, 2]  0.001129)     ([ 2, 3]  0.001415)     ([ 2, 4]  0.001828) 
    ([ 3, 1]  0.000910)     ([ 3, 2]  0.001616)     ([ 3, 3]  0.001320)     ([ 3, 4]  0.000944) 
    ([ 4, 1]  0.000889)     ([ 4, 2]  0.000714)     ([ 4, 3]  0.001032)     ([ 4, 4]  0.000947) 
    ([ 5, 1]  0.001650)     ([ 5, 2]  0.001789)     ([ 5, 3]  0.000822)     ([ 5, 4]  0.001201) 
  }
  From:  (4, 4)  {
    ([ 2, 2]  0.001719)     ([ 2, 3]  0.001517)     ([ 2, 4]  0.000880)     ([ 2, 5]  0.000888) 
    ([ 3, 2]  0.000823)     ([ 3, 3]  0.001251)     ([ 3, 4]  0.001064)     ([ 3, 5]  0.000895) 
    ([ 4, 2]  0.000909)     ([ 4, 3]  0.001659)     ([ 4, 4]  0.000795)     ([ 4, 5]  0.001399) 
    ([ 5, 2]  0.001281)     ([ 5, 3]  0.000986)     ([ 5, 4]  0.001248)     ([ 5, 5]  0.001635) 
  }
  From:  (4, 5)  {
    ([ 2, 3]  0.001742)     ([ 2, 4]  0.000900)     ([ 2, 5]  0.001033)     ([ 2, 6]  0.001643) 
    ([ 3, 3]  0.000797)     ([ 3, 4]  0.000922)     ([ 3, 5]  0.001346)     ([ 3, 6]  0.001653) 
    ([ 4, 3]  0.001049)     ([ 4, 4]  0.001330)     ([ 4, 5]  0.001109)     ([ 4, 6]  0.001389) 
    ([ 5, 3]  0.001819)     ([ 5, 4]  0.000724)     ([ 5, 5]  0.001268)     ([ 5, 6]  0.001061) 
  }
  From:  (4, 6)  {
    ([ 2, 4]  0.001549)     ([ 2, 5]  0.001425)     ([ 2, 6]  0.001423)     ([ 2, 7]  0.001733) 
    ([ 3, 4]  0.001097)     ([ 3, 5]  0.001022)     ([ 3, 6]  0.001711)     ([ 3, 7]  0.001140) 
    ([ 4, 4]  0.001500)     ([ 4, 5]  0.000678)     ([ 4, 6]  0.000732)     ([ 4, 7]  0.000986) 
    ([ 5, 4]  0.000930)     ([ 5, 5]  0.000803)     ([ 5, 6]  0.001108)     ([ 5, 7]  0.001830) 
  }
  From:  (4, 7)  {
    ([ 2, 5]  0.001158)     ([ 2, 6]  0.001063)     ([ 2, 7]  0.000856)     ([ 2, 8]  0.000905) 
    ([ 3, 5]  0.001274)     ([ 3, 6]  0.001397)     ([ 3, 7]  0.001395)     ([ 3, 8]  0.000757) 
    ([ 4, 5]  0.001020)     ([ 4, 6]  0.001521)     ([ 4, 7]  0.001469)     ([ 4, 8]  0.001510) 
    ([ 5, 5]  0.000658)     ([ 5, 6]  0.001387)     ([ 5, 7]  0.000820)     ([ 5, 8]  0.000977) 
  }
  From:  (4, 8)  {
    ([ 2, 6]  0.000761)     ([ 2, 7]  0.001151)     ([ 2, 8]  0.001743)     ([ 2, 9]  0.001437) 
    ([ 3, 6]  0.001736)     ([ 3, 7]  0.000669)     ([ 3, 8]  0.001496)     ([ 3, 9]  0.001361) 
    ([ 4, 6]  0.000851)     ([ 4, 7]  0.000678)     ([ 4, 8]  0.000721)     ([ 4, 9]  0.000698) 
    ([ 5, 6]  0.000834)     ([ 5, 7]  0.000999)     ([ 5, 8]  0.000929)     ([ 5, 9]  0.001409) 
  }
  From:  (4, 9)  {
    ([ 2, 7]  0.000736)     ([ 2, 8]  0.001678)     ([ 2, 9]  0.001779)     ([ 2, 1]  0.001784) 
    ([ 3, 7]  0.001124)     ([ 3, 8]  0.001449)     ([ 3, 9]  0.001834)     ([ 3, 1]  0.001011) 
    ([ 4, 7]  0.000990)     ([ 4, 8]  0.000953)     ([ 4, 9]  0.001647)     ([ 4, 1]  0.001782) 
    ([ 5, 7]  0.001772)     ([ 5, 8]  0.000707)     ([ 5, 9]  0.001651)     ([ 5, 1]  0.001154) 
  }
  From:  (5, 1)  {
    ([ 3, 8]  0.001519)     ([ 3, 9]  0.001712)     ([ 3, 1]  0.001155)     ([ 3, 2]  0.000844) 
    ([ 4, 8]  0.000895)     ([ 4, 9]  0.001647)     ([ 4, 1]  0.001486)     ([ 4, 2]  0.001075) 
    ([ 5, 8]  0.001414)     ([ 5, 9]  0.001162)     ([ 5, 1]  0.000770)     ([ 5, 2]  0.001085) 
    ([ 6, 8]  0.001281)     ([ 6, 9]  0.000703)     ([ 6, 1]  0.001292)     ([ 6, 2]  0.000879) 
  }
  From:  (5, 2)  {
    ([ 3, 9]  0.001540)     ([ 3, 1]  0.000771)     ([ 3, 2]  0.000696)     ([ 3, 3]  0.001435) 
    ([ 4, 9]  0.000904)     ([ 4, 1]  0.001271)     ([ 4, 2]  0.001200)     ([ 4, 3]  0.000909) 
    ([ 5, 9]  0.001662)     ([ 5, 1]  0.001793)     ([ 5, 2]  0.001601)     ([ 5, 3]  0.001534) 
    ([ 6, 9]  0.000976)     ([ 6, 1]  0.000673)     ([ 6, 2]  0.001632)     ([ 6, 3]  0.001482) 
  }
  From:  (5, 3)  {
    ([ 3, 1]  0.000994)     ([ 3, 2]  0.001732)     ([ 3, 3]  0.001131)     ([ 3, 4]  0.001591) 
    ([ 4, 1]  0.000994)     ([ 4, 2]  0.001314)     ([ 4, 3]  0.001094)     ([ 4, 4]  0.000903) 
    ([ 5, 1]  0.001765)     ([ 5, 2]  0.001720)     ([ 5, 3]  0.000900)     ([ 5, 4]  0.001091) 
    ([ 6, 1]  0.000895)     ([ 6, 2]  0.000957)     ([ 6, 3]  0.001684)     ([ 6, 4]  0.000742) 
  }
  From:  (5, 4)  {
    ([ 3, 2]  0.001289)     ([ 3, 3]  0.001492)     ([ 3, 4]  0.001690)     ([ 3, 5]  0.000680) 
    ([ 4, 2]  0.000795)     ([ 4, 3]  0.001345)     ([ 4, 4]  0.001425)     ([ 4, 5]  0.001296) 
    ([ 5, 2]  0.001543)     ([ 5, 3]  0.000948)     ([ 5, 4]  0.000966)     ([ 5, 5]  0.001103) 
    ([ 6, 2]  0.001023)     ([ 6, 3]  0.001508)     ([ 6, 4]  0.000833)     ([ 6, 5]  0.001638) 
  }
  From:  (5, 5)  {
    ([ 3, 3]  0.000731)     ([ 3, 4]  0.001157)     ([ 3, 5]  0.001035)     ([ 3, 6]  0.001734) 
    ([ 4, 3]  0.000718)     ([ 4, 4]  0.001178)     ([ 4, 5]  0.001050)     ([ 4, 6]  0.000949) 
    ([ 5, 3]  0.001241)     ([ 5, 4]  0.001612)     ([ 5, 5]  0.001753)     ([ 5, 6]  0.001563) 
    ([ 6, 3]  0.000714)     ([ 6, 4]  0.001637)     ([ 6, 5]  0.001153)     ([ 6, 6]  0.001743) 
  }
  From:  (5, 6)  {
    ([ 3, 4]  0.001473)     ([ 3, 5]  0.001587)     ([ 3, 6]  0.001115)     ([ 3, 7]  0.000994) 
    ([ 4, 4]  0.001163)     ([ 4, 5]  0.001243)     ([ 4, 6]  0.001356)     ([ 4, 7]  0.001497) 
    ([ 5, 4]  0.001737)     ([ 5, 5]  0.001805)     ([ 5, 6]  0.001020)     ([ 5, 7]  0.000697) 
    ([ 6, 4]  0.001431)     ([ 6, 5]  0.001149)     ([ 6, 6]  0.001114)     ([ 6, 7]  0.001474) 
  }
  From:  (5, 7)  {
    ([ 3, 5]  0.000718)     ([ 3, 6]  0.001670)     ([ 3, 7]  0.001358)     ([ 3, 8]  0.001283) 
    ([ 4, 5]  0.001724)     ([ 4, 6]  0.001048)     ([ 4, 7]  0.000675)     ([ 4, 8]  0.000662) 
    ([ 5, 5]  0.001287)     ([ 5, 6]  0.000860)     ([ 5, 7]  0.000707)     ([ 5, 8]  0.000657) 
    ([ 6, 5]  0.001371)     ([ 6, 6]  0.001081)     ([ 6, 7]  0.001652)     ([ 6, 8]  0.001817) 
  }
  From:  (5, 8)  {
    ([ 3, 6]  0.001570)     ([ 3, 7]  0.001153)     ([ 3, 8]  0.001784)     ([ 3, 9]  0.001784) 
    ([ 4, 6]  0.001008)     ([ 4, 7]  0.001128)     ([ 4, 8]  0.001380)     ([ 4, 9]  0.001732) 
    ([ 5, 6]  0.001439)     ([ 5, 7]  0.001068)     ([ 5, 8]  0.000942)     ([ 5, 9]  0.000746) 
    ([ 6, 6]  0.001816)     ([ 6, 7]  0.001019)     ([ 6, 8]  0.001233)     ([ 6, 9]  0.001716) 
  }
  From:  (5, 9)  {
    ([ 3, 7]  0.000951)     ([ 3, 8]  0.001402)     ([ 3, 9]  0.001255)     ([ 3, 1]  0.000839) 
    ([ 4, 7]  0.001245)     ([ 4, 8]  0.000690)     ([ 4, 9]  0.001454)     ([ 4, 1]  0.001411) 
    ([ 5, 7]  0.001094)     ([ 5, 8]  0.001638)     ([ 5, 9]  0.001481)     ([ 5, 1]  0.001546) 
    ([ 6, 7]  0.001771)     ([ 6, 8]  0.000817)     ([ 6, 9]  0.000888)     ([ 6, 1]  0.001729) 
  }
  From:  (6, 1)  {
    ([ 4, 8]  0.000761)     ([ 4, 9]  0.001109)     ([ 4, 1]  0.001052)     ([ 4, 2]  0.001571) 
    ([ 5, 8]  0.001521)     ([ 5, 9]  0.001152)     ([ 5, 1]  0.001148)     ([ 5, 2]  0.001034) 
    ([ 6, 8]  0.000922)     ([ 6, 9]  0.001100)     ([ 6, 1]  0.001572)     ([ 6, 2]  0.001368) 
    ([ 7, 8]  0.000719)     ([ 7, 9]  0.001304)     ([ 7, 1]  0.001833)     ([ 7, 2]  0.001356) 
  }
  From:  (6, 2)  {
    ([ 4, 9]  0.000901)     ([ 4, 1]  0.000747)     ([ 4, 2]  0.001180)     ([ 4, 3]  0.001717) 
    ([ 5, 9]  0.001794)     ([ 5, 1]  0.001771)     ([ 5, 2]  0.001309)     ([ 5, 3]  0.000952) 
    ([ 6, 9]  0.000740)     ([ 6, 1]  0.001554)     ([ 6, 2]  0.001252)     ([ 6, 3]  0.001225) 
    ([ 7, 9]  0.001674)     ([ 7, 1]  0.000984)     ([ 7, 2]  0.001068)     ([ 7, 3]  0.001423) 
  }
  From:  (6, 3)  {
    ([ 4, 1]  0.001148)     ([ 4, 2]  0.000756)     ([ 4, 3]  0.000806)     ([ 4, 4]  0.000678) 
    ([ 5, 1]  0.001536)     ([ 5, 2]  0.001163)     ([ 5, 3]  0.001197)     ([ 5, 4]  0.001476) 
    ([ 6, 1]  0.001232)     ([ 6, 2]  0.000955)     ([ 6, 3]  0.001074)     ([ 6, 4]  0.000916) 
    ([ 7, 1]  0.000737)     ([ 7, 2]  0.001330)     ([ 7, 3]  0.001151)     ([ 7, 4]  0.001349) 
  }
  From:  (6, 4)  {
    ([ 4, 2]  0.001683)     ([ 4, 3]  0.001278)     ([ 4, 4]  0.001021)     ([ 4, 5]  0.001588) 
    ([ 5, 2]  0.000766)     ([ 5, 3]  0.001716)     ([ 5, 4]  0.001172)     ([ 5, 5]  0.001401) 
    ([ 6, 2]  0.001036)     ([ 6, 3]  0.001646)     ([ 6, 4]  0.000861)     ([ 6, 5]  0.001225) 
    ([ 7, 2]  0.000969)     ([ 7, 3]  0.000866)     ([ 7, 4]  0.001154)     ([ 7, 5]  0.001465) 
  }
  From:  (6, 5)  {
    ([ 4, 3]  0.001675)     ([ 4, 4]  0.001638)     ([ 4, 5]  0.000944)     ([ 4, 6]  0.001804) 
    ([ 5, 3]  0.001689)     ([ 5, 4]  0.000699)     ([ 5, 5]  0.001271)     ([ 5, 6]  0.000684) 
    ([ 6, 3]  0.001779)     ([ 6, 4]  0.000926)     ([ 6, 5]  0.001693)     ([ 6, 6]  0.000845) 
    ([ 7, 3]  0.000750)     ([ 7, 4]  0.001442)     ([ 7, 5]  0.001805)     ([ 7, 6]  0.001410) 
  }
  From:  (6, 6)  {
    ([ 4, 4]  0.001319)     ([ 4, 5]  0.001357)     ([ 4, 6]  0.000937)     ([ 4, 7]  0.001205) 
    ([ 5, 4]  0.000747)     ([ 5, 5]  0.001057)     ([ 5, 6]  0.001057)     ([ 5, 7]  0.000699) 
    ([ 6, 4]  0.001267)     ([ 6, 5]  0.001469)     ([ 6, 6]  0.000923)     ([ 6, 7]  0.001813) 
    ([ 7, 4]  0.001660)     ([ 7, 5]  0.000909)     ([ 7, 6]  0.001400)     ([ 7, 7]  0.001188) 
  }
  From:  (6, 7)  {
    ([ 4, 5]  0.000735)     ([ 4, 6]  0.000914)     ([ 4, 7]  0.001567)     ([ 4, 8]  0.001314) 
    ([ 5, 5]  0.001665)     ([ 5, 6]  0.001698)     ([ 5, 7]  0.001350)     ([ 5, 8]  0.001458) 
    ([ 6, 5]  0.001830)     ([ 6, 6]  0.001376)     ([ 6, 7]  0.001218)     ([ 6, 8]  0.001263) 
    ([ 7, 5]  0.001652)     ([ 7, 6]  0.001574)     ([ 7, 7]  0.001102)     ([ 7, 8]  0.000702) 
  }
  From:  (6, 8)  {
    ([ 4, 6]  0.001108)     ([ 4, 7]  0.001650)     ([ 4, 8]  0.001290)     ([ 4, 9]  0.001837) 
    ([ 5, 6]  0.000913)     ([ 5, 7]  0.001482)     ([ 5, 8]  0.001236)     ([ 5, 9]  0.001189) 
    ([ 6, 6]  0.000828)     ([ 6, 7]  0.001678)     ([ 6, 8]  0.001841)     ([ 6, 9]  0.001302) 
    ([ 7, 6]  0.001739)     ([ 7, 7]  0.001456)     ([ 7, 8]  0.001012)     ([ 7, 9]  0.000738) 
  }
  From:  (6, 9)  {
    ([ 4, 7]  0.001498)     ([ 4, 8]  0.001812)     ([ 4, 9]  0.000662)     ([ 4, 1]  0.001216) 
    ([ 5, 7]  0.001360)     ([ 5, 8]  0.000691)     ([ 5, 9]  0.001764)     ([ 5, 1]  0.001297) 
    ([ 6, 7]  0.001099)     ([ 6, 8]  0.000677)     ([ 6, 9]  0.001544)     ([ 6, 1]  0.001592) 
    ([ 7, 7]  0.001580)     ([ 7, 8]  0.001330)     ([ 7, 9]  0.000830)     ([ 7, 1]  0.001238) 
  }
  From:  (7, 1)  {
    ([ 5, 8]  0.001491)     ([ 5, 9]  0.001340)     ([ 5, 1]  0.001686)     ([ 5, 2]  0.001803) 
    ([ 6, 8]  0.000741)     ([ 6, 9]  0.001793)     ([ 6, 1]  0.001309)     ([ 6, 2]  0.001678) 
    ([ 7, 8]  0.001174)     ([ 7, 9]  0.000926)     ([ 7, 1]  0.001714)     ([ 7, 2]  0.001662) 
    ([ 8, 8]  0.001369)     ([ 8, 9]  0.001766)     ([ 8, 1]  0.000886)     ([ 8, 2]  0.001018) 
  }
  From:  (7, 2)  {
    ([ 5, 9]  0.000718)     ([ 5, 1]  0.001599)     ([ 5, 2]  0.001685)     ([ 5, 3]  0.001048) 
    ([ 6, 9]  0.001129)     ([ 6, 1]  0.001706)     ([ 6, 2]  0.001225)     ([ 6, 3]  0.001412) 
    ([ 7, 9]  0.001839)     ([ 7, 1]  0.000657)     ([ 7, 2]  0.000729)     ([ 7, 3]  0.001524) 
    ([ 8, 9]  0.001041)     ([ 8, 1]  0.001558)     ([ 8, 2]  0.001758)     ([ 8, 3]  0.000773) 
  }
  From:  (7, 3)  {
    ([ 5, 1]  0.001818)     ([ 5, 2]  0.001844)     ([ 5, 3]  0.001506)     ([ 5, 4]  0.001704) 
    ([ 6, 1]  0.001605)     ([ 6, 2]  0.001347)     ([ 6, 3]  0.000777)     ([ 6, 4]  0.001813) 
    ([ 7, 1]  0.000856)     ([ 7, 2]  0.001446)     ([ 7, 3]  0.001751)     ([ 7, 4]  0.001221) 
    ([ 8, 1]  0.000963)     ([ 8, 2]  0.001746)     ([ 8, 3]  0.000662)     ([ 8, 4]  0.001533) 
  }
  From:  (7, 4)  {
    ([ 5, 2]  0.000658)     ([ 5, 3]  0.001443)     ([ 5, 4]  0.001052)     ([ 5, 5]  0.000855) 
    ([ 6, 2]  0.001143)     ([ 6, 3]  0.000672)     ([ 6, 4]  0.001145)     ([ 6, 5]  0.001652) 
    ([ 7, 2]  0.001635)     ([ 7, 3]  0.001526)     ([ 7, 4]  0.000954)     ([ 7, 5]  0.001078) 
    ([ 8, 2]  0.001147)     ([ 8, 3]  0.001428)     ([ 8, 4]  0.000833)     ([ 8, 5]  0.001598) 
  }
  From:  (7, 5)  {
    ([ 5, 3]  0.001615)     ([ 5, 4]  0.001223)     ([ 5, 5]  0.000744)     ([ 5, 6]  0.001554) 
    ([ 6, 3]  0.001488)     ([ 6, 4]  0.001417)     ([ 6, 5]  0.001118)     ([ 6, 6]  0.000748) 
    ([ 7, 3]  0.001665)     ([ 7, 4]  0.001739)     ([ 7, 5]  0.001175)     ([ 7, 6]  0.000878) 
    ([ 8, 3]  0.000759)     ([ 8, 4]  0.001571)     ([ 8, 5]  0.000872)     ([ 8, 6]  0.000935) 
  }
  From:  (7, 6)  {
    ([ 5, 4]  0.000901)     ([ 5, 5]  0.000976)     ([ 5, 6]  0.001117)     ([ 5, 7]  0.000879) 
    ([ 6, 4]  0.001046)     ([ 6, 5]  0.001317)     ([ 6, 6]  0.000659)     ([ 6, 7]  0.001720) 
    ([ 7, 4]  0.000895)     ([ 7, 5]  0.000726)     ([ 7, 6]  0.001191)     ([ 7, 7]  0.000957) 
    ([ 8, 4]  0.000938)     ([ 8, 5]  0.001805)     ([ 8, 6]  0.000681)     ([ 8, 7]  0.001638) 
  }
  From:  (7, 7)  {
    ([ 5, 5]  0.000952)     ([ 5, 6]  0.000896)     ([ 5, 7]  0.001141)     ([ 5, 8]  0.001813) 
    ([ 6, 5]  0.000780)     ([ 6, 6]  0.000836)     ([ 6, 7]  0.000958)     ([ 6, 8]  0.000915) 
    ([ 7, 5]  0.000673)     ([ 7, 6]  0.001569)     ([ 7, 7]  0.000839)     ([ 7, 8]  0.001008) 
    ([ 8, 5]  0.000708)     ([ 8, 6]  0.001617)     ([ 8, 7]  0.001782)     ([ 8, 8]  0.001468) 
  }
  From:  (7, 8)  {
    ([ 5, 6]  0.001269)     ([ 5, 7]  0.001560)     ([ 5, 8]  0.000668)     ([ 5, 9]  0.001532) 
    ([ 6, 6]  0.001104)     ([ 6, 7]  0.001370)     ([ 6, 8]  0.001552)     ([ 6, 9]  0.001493) 
    ([ 7, 6]  0.001041)     ([ 7, 7]  0.001663)     ([ 7, 8]  0.000953)     ([ 7, 9]  0.000810) 
    ([ 8, 6]  0.001014)     ([ 8, 7]  0.001730)     ([ 8, 8]  0.001401)     ([ 8, 9]  0.001443) 
  }
  From:  (7, 9)  {
    ([ 5, 7]  0.001109)     ([ 5, 8]  0.000655)     ([ 5, 9]  0.001621)     ([ 5, 1]  0.001119) 
    ([ 6, 7]  0.001187)     ([ 6, 8]  0.001554)     ([ 6, 9]  0.001143)     ([ 6, 1]  0.001292) 
    ([ 7, 7]  0.001778)     ([ 7, 8]  0.001245)     ([ 7, 9]  0.001136)     ([ 7, 1]  0.001069) 
    ([ 8, 7]  0.001845)     ([ 8, 8]  0.001481)     ([ 8, 9]  0.001348)     ([ 8, 1]  0.001713) 
  }
  From:  (8, 1)  {
    ([ 6, 8]  0.001440)     ([ 6, 9]  0.001446)     ([ 6, 1]  0.001300)     ([ 6, 2]  0.001287) 
    ([ 7, 8]  0.001261)     ([ 7, 9]  0.000661)     ([ 7, 1]  0.001476)     ([ 7, 2]  0.001645) 
    ([ 8, 8]  0.001804)     ([ 8, 9]  0.001149)     ([ 8, 1]  0.000763)     ([ 8, 2]  0.001382) 
    ([ 9, 8]  0.001468)     ([ 9, 9]  0.001190)     ([ 9, 1]  0.001066)     ([ 9, 2]  0.000685) 
  }
  From:  (8, 2)  {
    ([ 6, 9]  0.000741)     ([ 6, 1]  0.001179)     ([ 6, 2]  0.001227)     ([ 6, 3]  0.001524) 
    ([ 7, 9]  0.001333)     ([ 7, 1]  0.001284)     ([ 7, 2]  0.001714)     ([ 7, 3]  0.001778) 
    ([ 8, 9]  0.001140)     ([ 8, 1]  0.001215)     ([ 8, 2]  0.001408)     ([ 8, 3]  0.000710) 
    ([ 9, 9]  0.000771)     ([ 9, 1]  0.001712)     ([ 9, 2]  0.000661)     ([ 9, 3]  0.001632) 
  }
  From:  (8, 3)  {
    ([ 6, 1]  0.000865)     ([ 6, 2]  0.000841)     ([ 6, 3]  0.000913)     ([ 6, 4]  0.000855) 
    ([ 7, 1]  0.001698)     ([ 7, 2]  0.001124)     ([ 7, 3]  0.000679)     ([ 7, 4]  0.000964) 
    ([ 8, 1]  0.001212)     ([ 8, 2]  0.001136)     ([ 8, 3]  0.001710)     ([ 8, 4]  0.000977) 
    ([ 9, 1]  0.001305)     ([ 9, 2]  0.001799)     ([ 9, 3]  0.001318)     ([ 9, 4]  0.000954) 
  }
  From:  (8, 4)  {
    ([ 6, 2]  0.000748)     ([ 6, 3]  0.000846)     ([ 6, 4]  0.001159)     ([ 6, 5]  0.000820) 
    ([ 7, 2]  0.001065)     ([ 7, 3]  0.000856)     ([ 7, 4]  0.001582)     ([ 7, 5]  0.000655) 
    ([ 8, 2]  0.001726)     ([ 8, 3]  0.000749)     ([ 8, 4]  0.000857)     ([ 8, 5]  0.001179) 
    ([ 9, 2]  0.001234)     ([ 9, 3]  0.001034)     ([ 9, 4]  0.001291)     ([ 9, 5]  0.000717) 
  }
  From:  (8, 5)  {
    ([ 6, 3]  0.001382)     ([ 6, 4]  0.001274)     ([ 6, 5]  0.000687)     ([ 6, 6]  0.001670) 
    ([ 7, 3]  0.001280)     ([ 7, 4]  0.001098)     ([ 7, 5]  0.001825)     ([ 7, 6]  0.001171) 
    ([ 8, 3]  0.000683)     ([ 8, 4]  0.001563)     ([ 8, 5]  0.001712)     ([ 8, 6]  0.001814) 
    ([ 9, 3]  0.001785)     ([ 9, 4]  0.001774)     ([ 9, 5]  0.001271)     ([ 9, 6]  0.001651) 
  }
  From:  (8, 6)  {
    ([ 6, 4]  0.001038)     ([ 6, 5]  0.001248)     ([ 6, 6]  0.001102)     ([ 6, 7]  0.000778) 
    ([ 7, 4]  0.001257)     ([ 7, 5]  0.001067)     ([ 7, 6]  0.000893)     ([ 7, 7]  0.000765) 
    ([ 8, 4]  0.001755)     ([ 8, 5]  0.001734)     ([ 8, 6]  0.000956)     ([ 8, 7]  0.001029) 
    ([ 9, 4]  0.000808)     ([ 9, 5]  0.001074)     ([ 9, 6]  0.001741)     ([ 9, 7]  0.001227) 
  }
  From:  (8, 7)  {
    ([ 6, 5]  0.001738)     ([ 6, 6]  0.001654)     ([ 6, 7]  0.001575)     ([ 6, 8]  0.001070) 
    ([ 7, 5]  0.001115)     ([ 7, 6]  0.000728)     ([ 7, 7]  0.001715)     ([ 7, 8]  0.001246) 
    ([ 8, 5]  0.000817)     ([ 8, 6]  0.000685)     ([ 8, 7]  0.001673)     ([ 8, 8]  0.001084) 
    ([ 9, 5]  0.001639)     ([ 9, 6]  0.000809)     ([ 9, 7]  0.001304)     ([ 9, 8]  0.000984) 
  }
  From:  (8, 8)  {
    ([ 6, 6]  0.001197)     ([ 6, 7]  0.001004)     ([ 6, 8]  0.000670)     ([ 6, 9]  0.001274) 
    ([ 7, 6]  0.001515)     ([ 7, 7]  0.001035)     ([ 7, 8]  0.001312)     ([ 7, 9]  0.001578) 
    ([ 8, 6]  0.001432)     ([ 8, 7]  0.000758)     ([ 8, 8]  0.000957)     ([ 8, 9]  0.001728) 
    ([ 9, 6]  0.000668)     ([ 9, 7]  0.001786)     ([ 9, 8]  0.001393)     ([ 9, 9]  0.000941) 
  }
  From:  (8, 9)  {
    ([ 6, 7]  0.000802)     ([ 6, 8]  0.001838)     ([ 6, 9]  0.001085)     ([ 6, 1]  0.000980) 
    ([ 7, 7]  0.001206)     ([ 7, 8]  0.001665)     ([ 7, 9]  0.001317)     ([ 7, 1]  0.001640) 
    ([ 8, 7]  0.001089)     ([ 8, 8]  0.001720)     ([ 8, 9]  0.001149)     ([ 8, 1]  0.001506) 
    ([ 9, 7]  0.001009)     ([ 9, 8]  0.001650)     ([ 9, 9]  0.001162)     ([ 9, 1]  0.000861) 
  }
  From:  (9, 1)  {
    ([ 7, 8]  0.001456)     ([ 7, 9]  0.000673)     ([ 7, 1]  0.001137)     ([ 7, 2]  0.000727) 
    ([ 8, 8]  0.001778)     ([ 8, 9]  0.001645)     ([ 8, 1]  0.001786)     ([ 8, 2]  0.001158) 
    ([ 9, 8]  0.001598)     ([ 9, 9]  0.000700)     ([ 9, 1]  0.000907)     ([ 9, 2]  0.001563) 
    ([ 1, 8]  0.001277)     ([ 1, 9]  0.000780)     ([ 1, 1]  0.001155)     ([ 1, 2]  0.001797) 
  }
  From:  (9, 2)  {
    ([ 7, 9]  0.001080)     ([ 7, 1]  0.001692)     ([ 7, 2]  0.001166)     ([ 7, 3]  0.001296) 
    ([ 8, 9]  0.001009)     ([ 8, 1]  0.001069)     ([ 8, 2]  0.001679)     ([ 8, 3]  0.001600) 
    ([ 9, 9]  0.001040)     ([ 9, 1]  0.001781)     ([ 9, 2]  0.001504)     ([ 9, 3]  0.001787) 
    ([ 1, 9]  0.000871)     ([ 1, 1]  0.001176)     ([ 1, 2]  0.000753)     ([ 1, 3]  0.001289) 
  }
  From:  (9, 3)  {
    ([ 7, 1]  0.001556)     ([ 7, 2]  0.000771)     ([ 7, 3]  0.001474)     ([ 7, 4]  0.001629) 
    ([ 8, 1]  0.001829)     ([ 8, 2]  0.000906)     ([ 8, 3]  0.001825)     ([ 8, 4]  0.000840) 
    ([ 9, 1]  0.001467)     ([ 9, 2]  0.001019)     ([ 9, 3]  0.001354)     ([ 9, 4]  0.000651) 
    ([ 1, 1]  0.000757)     ([ 1, 2]  0.001346)     ([ 1, 3]  0.000809)     ([ 1, 4]  0.000843) 
  }
  From:  (9, 4)  {
    ([ 7, 2]  0.001738)     ([ 7, 3]  0.001657)     ([ 7, 4]  0.000793)     ([ 7, 5]  0.000763) 
    ([ 8, 2]  0.001481)     ([ 8, 3]  0.001507)     ([ 8, 4]  0.001363)     ([ 8, 5]  0.001588) 
    ([ 9, 2]  0.001766)     ([ 9, 3]  0.001520)     ([ 9, 4]  0.000972)     ([ 9, 5]  0.001780) 
    ([ 1, 2]  0.001564)     ([ 1, 3]  0.000972)     ([ 1, 4]  0.001247)     ([ 1, 5]  0.001065) 
  }
  From:  (9, 5)  {
    ([ 7, 3]  0.001113)     ([ 7, 4]  0.001279)     ([ 7, 5]  0.000682)     ([ 7, 6]  0.000777) 
    ([ 8, 3]  0.001091)     ([ 8, 4]  0.001596)     ([ 8, 5]  0.001470)     ([ 8, 6]  0.001792) 
    ([ 9, 3]  0.001467)     ([ 9, 4]  0.001543)     ([ 9, 5]  0.000959)     ([ 9, 6]  0.001441) 
    ([ 1, 3]  0.000775)     ([ 1, 4]  0.001581)     ([ 1, 5]  0.001460)     ([ 1, 6]  0.000674) 
  }
  From:  (9, 6)  {
    ([ 7, 4]  0.001514)     ([ 7, 5]  0.001211)     ([ 7, 6]  0.000855)     ([ 7, 7]  0.001763) 
    ([ 8, 4]  0.001440)     ([ 8, 5]  0.000758)     ([ 8, 6]  0.001359)     ([ 8, 7]  0.001199) 
    ([ 9, 4]  0.001715)     ([ 9, 5]  0.000663)     ([ 9, 6]  0.000818)     ([ 9, 7]  0.000737) 
    ([ 1, 4]  0.001626)     ([ 1, 5]  0.001403)     ([ 1, 6]  0.001671)     ([ 1, 7]  0.001172) 
  }
  From:  (9, 7)  {
    ([ 7, 5]  0.001490)     ([ 7, 6]  0.001464)     ([ 7, 7]  0.001633)     ([ 7, 8]  0.001408) 
    ([ 8, 5]  0.001140)     ([ 8, 6]  0.001219)     ([ 8, 7]  0.001568)     ([ 8, 8]  0.000692) 
    ([ 9, 5]  0.001587)     ([ 9, 6]  0.001757)     ([ 9, 7]  0.001604)     ([ 9, 8]  0.001130) 
    ([ 1, 5]  0.000717)     ([ 1, 6]  0.001817)     ([ 1, 7]  0.001085)     ([ 1, 8]  0.000985) 
  }
  From:  (9, 8)  {
    ([ 7, 6]  0.000735)     ([ 7, 7]  0.001234)     ([ 7, 8]  0.000938)     ([ 7, 9]  0.000995) 
    ([ 8, 6]  0.001418)     ([ 8, 7]  0.001114)     ([ 8, 8]  0.000714)     ([ 8, 9]  0.000984) 
    ([ 9, 6]  0.001175)     ([ 9, 7]  0.001050)     ([ 9, 8]  0.000998)     ([ 9, 9]  0.000672) 
    ([ 1, 6]  0.001715)     ([ 1, 7]  0.000796)     ([ 1, 8]  0.001812)     ([ 1, 9]  0.001274) 
  }
  From:  (9, 9)  {
    ([ 7, 7]  0.000760)     ([ 7, 8]  0.001183)     ([ 7, 9]  0.000800)     ([ 7, 1]  0.001625) 
    ([ 8, 7]  0.001302)     ([ 8, 8]  0.001453)     ([ 8, 9]  0.000744)     ([ 8, 1]  0.001293) 
    ([ 9, 7]  0.001213)     ([ 9, 8]  0.001591)     ([ 9, 9]  0.001810)     ([ 9, 1]  0.001161) 
    ([ 1, 7]  0.001772)     ([ 1, 8]  0.001542)     ([ 1, 9]  0.001178)     ([ 1, 1]  0.001209) 
  }
}

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