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_1
attsefd2.w
attvatts.w
ectlectl.w *
ectlictl.w
efd1efd1.w
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ev4c.wt *
ev4cev4c.w
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exssexfs.w
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ictlectl.w
ictlictl.w *
ifd1efd1.w
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lgnsev1h.w
lgnsev1v.w
weightslist.txt *
                            
% Tue Apr 28 13:29:57 2015

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

Connect(exss, ev4h)  {
  From:  (1, 1)  {
    ([ 8, 8]  0.001028)     ([ 8, 9]  0.000736)     ([ 8, 1]  0.000750)     ([ 8, 2]  0.001576) 
    ([ 9, 8]  0.000768)     ([ 9, 9]  0.001678)     ([ 9, 1]  0.001221)     ([ 9, 2]  0.001152) 
    ([ 1, 8]  0.000772)     ([ 1, 9]  0.001175)     ([ 1, 1]  0.001562)     ([ 1, 2]  0.001229) 
    ([ 2, 8]  0.001183)     ([ 2, 9]  0.001752)     ([ 2, 1]  0.001334)     ([ 2, 2]  0.000664) 
  }
  From:  (1, 2)  {
    ([ 8, 9]  0.001412)     ([ 8, 1]  0.001330)     ([ 8, 2]  0.000781)     ([ 8, 3]  0.001191) 
    ([ 9, 9]  0.001592)     ([ 9, 1]  0.001011)     ([ 9, 2]  0.001795)     ([ 9, 3]  0.001199) 
    ([ 1, 9]  0.001459)     ([ 1, 1]  0.000769)     ([ 1, 2]  0.001135)     ([ 1, 3]  0.000893) 
    ([ 2, 9]  0.001419)     ([ 2, 1]  0.000960)     ([ 2, 2]  0.000774)     ([ 2, 3]  0.000883) 
  }
  From:  (1, 3)  {
    ([ 8, 1]  0.000652)     ([ 8, 2]  0.000873)     ([ 8, 3]  0.001757)     ([ 8, 4]  0.001292) 
    ([ 9, 1]  0.001499)     ([ 9, 2]  0.001362)     ([ 9, 3]  0.000808)     ([ 9, 4]  0.001114) 
    ([ 1, 1]  0.000968)     ([ 1, 2]  0.001606)     ([ 1, 3]  0.001469)     ([ 1, 4]  0.001059) 
    ([ 2, 1]  0.001267)     ([ 2, 2]  0.000739)     ([ 2, 3]  0.000695)     ([ 2, 4]  0.001065) 
  }
  From:  (1, 4)  {
    ([ 8, 2]  0.001502)     ([ 8, 3]  0.001754)     ([ 8, 4]  0.001069)     ([ 8, 5]  0.001617) 
    ([ 9, 2]  0.001279)     ([ 9, 3]  0.001090)     ([ 9, 4]  0.001781)     ([ 9, 5]  0.001227) 
    ([ 1, 2]  0.001809)     ([ 1, 3]  0.001203)     ([ 1, 4]  0.000669)     ([ 1, 5]  0.001690) 
    ([ 2, 2]  0.001805)     ([ 2, 3]  0.001148)     ([ 2, 4]  0.000845)     ([ 2, 5]  0.001595) 
  }
  From:  (1, 5)  {
    ([ 8, 3]  0.001008)     ([ 8, 4]  0.001730)     ([ 8, 5]  0.001664)     ([ 8, 6]  0.000709) 
    ([ 9, 3]  0.001731)     ([ 9, 4]  0.001205)     ([ 9, 5]  0.000915)     ([ 9, 6]  0.000809) 
    ([ 1, 3]  0.001827)     ([ 1, 4]  0.000701)     ([ 1, 5]  0.001591)     ([ 1, 6]  0.000734) 
    ([ 2, 3]  0.001126)     ([ 2, 4]  0.000846)     ([ 2, 5]  0.000814)     ([ 2, 6]  0.001652) 
  }
  From:  (1, 6)  {
    ([ 8, 4]  0.001489)     ([ 8, 5]  0.001142)     ([ 8, 6]  0.001642)     ([ 8, 7]  0.001650) 
    ([ 9, 4]  0.001499)     ([ 9, 5]  0.001210)     ([ 9, 6]  0.001363)     ([ 9, 7]  0.001001) 
    ([ 1, 4]  0.000836)     ([ 1, 5]  0.000774)     ([ 1, 6]  0.001319)     ([ 1, 7]  0.001484) 
    ([ 2, 4]  0.001702)     ([ 2, 5]  0.000909)     ([ 2, 6]  0.001666)     ([ 2, 7]  0.001451) 
  }
  From:  (1, 7)  {
    ([ 8, 5]  0.000967)     ([ 8, 6]  0.000879)     ([ 8, 7]  0.001767)     ([ 8, 8]  0.000808) 
    ([ 9, 5]  0.000913)     ([ 9, 6]  0.001445)     ([ 9, 7]  0.001171)     ([ 9, 8]  0.001707) 
    ([ 1, 5]  0.001405)     ([ 1, 6]  0.001792)     ([ 1, 7]  0.001279)     ([ 1, 8]  0.000865) 
    ([ 2, 5]  0.001246)     ([ 2, 6]  0.001041)     ([ 2, 7]  0.000751)     ([ 2, 8]  0.001143) 
  }
  From:  (1, 8)  {
    ([ 8, 6]  0.000858)     ([ 8, 7]  0.001283)     ([ 8, 8]  0.001522)     ([ 8, 9]  0.001000) 
    ([ 9, 6]  0.001630)     ([ 9, 7]  0.001723)     ([ 9, 8]  0.001104)     ([ 9, 9]  0.001456) 
    ([ 1, 6]  0.000795)     ([ 1, 7]  0.001620)     ([ 1, 8]  0.001370)     ([ 1, 9]  0.001223) 
    ([ 2, 6]  0.001291)     ([ 2, 7]  0.000784)     ([ 2, 8]  0.000693)     ([ 2, 9]  0.001785) 
  }
  From:  (1, 9)  {
    ([ 8, 7]  0.001507)     ([ 8, 8]  0.001392)     ([ 8, 9]  0.001085)     ([ 8, 1]  0.001676) 
    ([ 9, 7]  0.001490)     ([ 9, 8]  0.001653)     ([ 9, 9]  0.001752)     ([ 9, 1]  0.000834) 
    ([ 1, 7]  0.001055)     ([ 1, 8]  0.001262)     ([ 1, 9]  0.001540)     ([ 1, 1]  0.001849) 
    ([ 2, 7]  0.001659)     ([ 2, 8]  0.001508)     ([ 2, 9]  0.000759)     ([ 2, 1]  0.001780) 
  }
  From:  (2, 1)  {
    ([ 9, 8]  0.001795)     ([ 9, 9]  0.001537)     ([ 9, 1]  0.001435)     ([ 9, 2]  0.001512) 
    ([ 1, 8]  0.000763)     ([ 1, 9]  0.000856)     ([ 1, 1]  0.001313)     ([ 1, 2]  0.001681) 
    ([ 2, 8]  0.000671)     ([ 2, 9]  0.000942)     ([ 2, 1]  0.001778)     ([ 2, 2]  0.000803) 
    ([ 3, 8]  0.001850)     ([ 3, 9]  0.001407)     ([ 3, 1]  0.001210)     ([ 3, 2]  0.001385) 
  }
  From:  (2, 2)  {
    ([ 9, 9]  0.000979)     ([ 9, 1]  0.001461)     ([ 9, 2]  0.000795)     ([ 9, 3]  0.000834) 
    ([ 1, 9]  0.001212)     ([ 1, 1]  0.000881)     ([ 1, 2]  0.000657)     ([ 1, 3]  0.001451) 
    ([ 2, 9]  0.000768)     ([ 2, 1]  0.001636)     ([ 2, 2]  0.001145)     ([ 2, 3]  0.001671) 
    ([ 3, 9]  0.001521)     ([ 3, 1]  0.000874)     ([ 3, 2]  0.000827)     ([ 3, 3]  0.001476) 
  }
  From:  (2, 3)  {
    ([ 9, 1]  0.001006)     ([ 9, 2]  0.001802)     ([ 9, 3]  0.001195)     ([ 9, 4]  0.000844) 
    ([ 1, 1]  0.000956)     ([ 1, 2]  0.001003)     ([ 1, 3]  0.000672)     ([ 1, 4]  0.001346) 
    ([ 2, 1]  0.001269)     ([ 2, 2]  0.001837)     ([ 2, 3]  0.001231)     ([ 2, 4]  0.001827) 
    ([ 3, 1]  0.000684)     ([ 3, 2]  0.000880)     ([ 3, 3]  0.001423)     ([ 3, 4]  0.000796) 
  }
  From:  (2, 4)  {
    ([ 9, 2]  0.001471)     ([ 9, 3]  0.001105)     ([ 9, 4]  0.001771)     ([ 9, 5]  0.001473) 
    ([ 1, 2]  0.001335)     ([ 1, 3]  0.001719)     ([ 1, 4]  0.000882)     ([ 1, 5]  0.001214) 
    ([ 2, 2]  0.000810)     ([ 2, 3]  0.000971)     ([ 2, 4]  0.001441)     ([ 2, 5]  0.001218) 
    ([ 3, 2]  0.001395)     ([ 3, 3]  0.000935)     ([ 3, 4]  0.000728)     ([ 3, 5]  0.000656) 
  }
  From:  (2, 5)  {
    ([ 9, 3]  0.001033)     ([ 9, 4]  0.000977)     ([ 9, 5]  0.000992)     ([ 9, 6]  0.000849) 
    ([ 1, 3]  0.001187)     ([ 1, 4]  0.000934)     ([ 1, 5]  0.001156)     ([ 1, 6]  0.001014) 
    ([ 2, 3]  0.001005)     ([ 2, 4]  0.001644)     ([ 2, 5]  0.001113)     ([ 2, 6]  0.001063) 
    ([ 3, 3]  0.000757)     ([ 3, 4]  0.000851)     ([ 3, 5]  0.000660)     ([ 3, 6]  0.000912) 
  }
  From:  (2, 6)  {
    ([ 9, 4]  0.001082)     ([ 9, 5]  0.000791)     ([ 9, 6]  0.001216)     ([ 9, 7]  0.001782) 
    ([ 1, 4]  0.000724)     ([ 1, 5]  0.001442)     ([ 1, 6]  0.001088)     ([ 1, 7]  0.001050) 
    ([ 2, 4]  0.001269)     ([ 2, 5]  0.001744)     ([ 2, 6]  0.000661)     ([ 2, 7]  0.001477) 
    ([ 3, 4]  0.001026)     ([ 3, 5]  0.000885)     ([ 3, 6]  0.001570)     ([ 3, 7]  0.001004) 
  }
  From:  (2, 7)  {
    ([ 9, 5]  0.001469)     ([ 9, 6]  0.001723)     ([ 9, 7]  0.001776)     ([ 9, 8]  0.000663) 
    ([ 1, 5]  0.001213)     ([ 1, 6]  0.001492)     ([ 1, 7]  0.001258)     ([ 1, 8]  0.001568) 
    ([ 2, 5]  0.001598)     ([ 2, 6]  0.000975)     ([ 2, 7]  0.001157)     ([ 2, 8]  0.001000) 
    ([ 3, 5]  0.001418)     ([ 3, 6]  0.000888)     ([ 3, 7]  0.001070)     ([ 3, 8]  0.000668) 
  }
  From:  (2, 8)  {
    ([ 9, 6]  0.000881)     ([ 9, 7]  0.001542)     ([ 9, 8]  0.001598)     ([ 9, 9]  0.001385) 
    ([ 1, 6]  0.001062)     ([ 1, 7]  0.001460)     ([ 1, 8]  0.000978)     ([ 1, 9]  0.001127) 
    ([ 2, 6]  0.000696)     ([ 2, 7]  0.000840)     ([ 2, 8]  0.001732)     ([ 2, 9]  0.001053) 
    ([ 3, 6]  0.001023)     ([ 3, 7]  0.001436)     ([ 3, 8]  0.001641)     ([ 3, 9]  0.000908) 
  }
  From:  (2, 9)  {
    ([ 9, 7]  0.001278)     ([ 9, 8]  0.001130)     ([ 9, 9]  0.001143)     ([ 9, 1]  0.000880) 
    ([ 1, 7]  0.000917)     ([ 1, 8]  0.000796)     ([ 1, 9]  0.001511)     ([ 1, 1]  0.001527) 
    ([ 2, 7]  0.000865)     ([ 2, 8]  0.001060)     ([ 2, 9]  0.001414)     ([ 2, 1]  0.001507) 
    ([ 3, 7]  0.001429)     ([ 3, 8]  0.001558)     ([ 3, 9]  0.001219)     ([ 3, 1]  0.001041) 
  }
  From:  (3, 1)  {
    ([ 1, 8]  0.001380)     ([ 1, 9]  0.001754)     ([ 1, 1]  0.000687)     ([ 1, 2]  0.000870) 
    ([ 2, 8]  0.001551)     ([ 2, 9]  0.001475)     ([ 2, 1]  0.000972)     ([ 2, 2]  0.000719) 
    ([ 3, 8]  0.001044)     ([ 3, 9]  0.001440)     ([ 3, 1]  0.001192)     ([ 3, 2]  0.001169) 
    ([ 4, 8]  0.001239)     ([ 4, 9]  0.000852)     ([ 4, 1]  0.000960)     ([ 4, 2]  0.000805) 
  }
  From:  (3, 2)  {
    ([ 1, 9]  0.001410)     ([ 1, 1]  0.000877)     ([ 1, 2]  0.001521)     ([ 1, 3]  0.000841) 
    ([ 2, 9]  0.001169)     ([ 2, 1]  0.001738)     ([ 2, 2]  0.000711)     ([ 2, 3]  0.000666) 
    ([ 3, 9]  0.001408)     ([ 3, 1]  0.001379)     ([ 3, 2]  0.000909)     ([ 3, 3]  0.001388) 
    ([ 4, 9]  0.001101)     ([ 4, 1]  0.001800)     ([ 4, 2]  0.000789)     ([ 4, 3]  0.000939) 
  }
  From:  (3, 3)  {
    ([ 1, 1]  0.001695)     ([ 1, 2]  0.001508)     ([ 1, 3]  0.001089)     ([ 1, 4]  0.001625) 
    ([ 2, 1]  0.001115)     ([ 2, 2]  0.001125)     ([ 2, 3]  0.000973)     ([ 2, 4]  0.000782) 
    ([ 3, 1]  0.000913)     ([ 3, 2]  0.001213)     ([ 3, 3]  0.001192)     ([ 3, 4]  0.001376) 
    ([ 4, 1]  0.001846)     ([ 4, 2]  0.000869)     ([ 4, 3]  0.001322)     ([ 4, 4]  0.001625) 
  }
  From:  (3, 4)  {
    ([ 1, 2]  0.001717)     ([ 1, 3]  0.000900)     ([ 1, 4]  0.000653)     ([ 1, 5]  0.001011) 
    ([ 2, 2]  0.001377)     ([ 2, 3]  0.001793)     ([ 2, 4]  0.000840)     ([ 2, 5]  0.001536) 
    ([ 3, 2]  0.001607)     ([ 3, 3]  0.001209)     ([ 3, 4]  0.001401)     ([ 3, 5]  0.001443) 
    ([ 4, 2]  0.001117)     ([ 4, 3]  0.001404)     ([ 4, 4]  0.000775)     ([ 4, 5]  0.001800) 
  }
  From:  (3, 5)  {
    ([ 1, 3]  0.001419)     ([ 1, 4]  0.001184)     ([ 1, 5]  0.000884)     ([ 1, 6]  0.001164) 
    ([ 2, 3]  0.000909)     ([ 2, 4]  0.000740)     ([ 2, 5]  0.001848)     ([ 2, 6]  0.000820) 
    ([ 3, 3]  0.001088)     ([ 3, 4]  0.001200)     ([ 3, 5]  0.001415)     ([ 3, 6]  0.001560) 
    ([ 4, 3]  0.001119)     ([ 4, 4]  0.000922)     ([ 4, 5]  0.001847)     ([ 4, 6]  0.001137) 
  }
  From:  (3, 6)  {
    ([ 1, 4]  0.001770)     ([ 1, 5]  0.001751)     ([ 1, 6]  0.001588)     ([ 1, 7]  0.000866) 
    ([ 2, 4]  0.000943)     ([ 2, 5]  0.001110)     ([ 2, 6]  0.001490)     ([ 2, 7]  0.001687) 
    ([ 3, 4]  0.001316)     ([ 3, 5]  0.001456)     ([ 3, 6]  0.001846)     ([ 3, 7]  0.001823) 
    ([ 4, 4]  0.001663)     ([ 4, 5]  0.001385)     ([ 4, 6]  0.001585)     ([ 4, 7]  0.001686) 
  }
  From:  (3, 7)  {
    ([ 1, 5]  0.001582)     ([ 1, 6]  0.001574)     ([ 1, 7]  0.001359)     ([ 1, 8]  0.000769) 
    ([ 2, 5]  0.001119)     ([ 2, 6]  0.001193)     ([ 2, 7]  0.001195)     ([ 2, 8]  0.000855) 
    ([ 3, 5]  0.000786)     ([ 3, 6]  0.001806)     ([ 3, 7]  0.000881)     ([ 3, 8]  0.001850) 
    ([ 4, 5]  0.000715)     ([ 4, 6]  0.001076)     ([ 4, 7]  0.000830)     ([ 4, 8]  0.001392) 
  }
  From:  (3, 8)  {
    ([ 1, 6]  0.000779)     ([ 1, 7]  0.001267)     ([ 1, 8]  0.001361)     ([ 1, 9]  0.000673) 
    ([ 2, 6]  0.001013)     ([ 2, 7]  0.001320)     ([ 2, 8]  0.001786)     ([ 2, 9]  0.001783) 
    ([ 3, 6]  0.001849)     ([ 3, 7]  0.000796)     ([ 3, 8]  0.001557)     ([ 3, 9]  0.000885) 
    ([ 4, 6]  0.000657)     ([ 4, 7]  0.001060)     ([ 4, 8]  0.001439)     ([ 4, 9]  0.001674) 
  }
  From:  (3, 9)  {
    ([ 1, 7]  0.001125)     ([ 1, 8]  0.000698)     ([ 1, 9]  0.001843)     ([ 1, 1]  0.001413) 
    ([ 2, 7]  0.001668)     ([ 2, 8]  0.001648)     ([ 2, 9]  0.001420)     ([ 2, 1]  0.001301) 
    ([ 3, 7]  0.001394)     ([ 3, 8]  0.001489)     ([ 3, 9]  0.001259)     ([ 3, 1]  0.001624) 
    ([ 4, 7]  0.001647)     ([ 4, 8]  0.001645)     ([ 4, 9]  0.001488)     ([ 4, 1]  0.000871) 
  }
  From:  (4, 1)  {
    ([ 2, 8]  0.001405)     ([ 2, 9]  0.001129)     ([ 2, 1]  0.001580)     ([ 2, 2]  0.001171) 
    ([ 3, 8]  0.001737)     ([ 3, 9]  0.001036)     ([ 3, 1]  0.001408)     ([ 3, 2]  0.000825) 
    ([ 4, 8]  0.001476)     ([ 4, 9]  0.001713)     ([ 4, 1]  0.001261)     ([ 4, 2]  0.001556) 
    ([ 5, 8]  0.000682)     ([ 5, 9]  0.001425)     ([ 5, 1]  0.001061)     ([ 5, 2]  0.001759) 
  }
  From:  (4, 2)  {
    ([ 2, 9]  0.000861)     ([ 2, 1]  0.001714)     ([ 2, 2]  0.000845)     ([ 2, 3]  0.001197) 
    ([ 3, 9]  0.000821)     ([ 3, 1]  0.001215)     ([ 3, 2]  0.001308)     ([ 3, 3]  0.000727) 
    ([ 4, 9]  0.000910)     ([ 4, 1]  0.001745)     ([ 4, 2]  0.000878)     ([ 4, 3]  0.001221) 
    ([ 5, 9]  0.001771)     ([ 5, 1]  0.000724)     ([ 5, 2]  0.001207)     ([ 5, 3]  0.001329) 
  }
  From:  (4, 3)  {
    ([ 2, 1]  0.000681)     ([ 2, 2]  0.001727)     ([ 2, 3]  0.001313)     ([ 2, 4]  0.001157) 
    ([ 3, 1]  0.001021)     ([ 3, 2]  0.001251)     ([ 3, 3]  0.000713)     ([ 3, 4]  0.001273) 
    ([ 4, 1]  0.000811)     ([ 4, 2]  0.001239)     ([ 4, 3]  0.000866)     ([ 4, 4]  0.001186) 
    ([ 5, 1]  0.001809)     ([ 5, 2]  0.001630)     ([ 5, 3]  0.001485)     ([ 5, 4]  0.001840) 
  }
  From:  (4, 4)  {
    ([ 2, 2]  0.001745)     ([ 2, 3]  0.000736)     ([ 2, 4]  0.001090)     ([ 2, 5]  0.001485) 
    ([ 3, 2]  0.001288)     ([ 3, 3]  0.000898)     ([ 3, 4]  0.001097)     ([ 3, 5]  0.001134) 
    ([ 4, 2]  0.000691)     ([ 4, 3]  0.001600)     ([ 4, 4]  0.001038)     ([ 4, 5]  0.001540) 
    ([ 5, 2]  0.000758)     ([ 5, 3]  0.001614)     ([ 5, 4]  0.001488)     ([ 5, 5]  0.001735) 
  }
  From:  (4, 5)  {
    ([ 2, 3]  0.001624)     ([ 2, 4]  0.000924)     ([ 2, 5]  0.001075)     ([ 2, 6]  0.001366) 
    ([ 3, 3]  0.000780)     ([ 3, 4]  0.001443)     ([ 3, 5]  0.001161)     ([ 3, 6]  0.001259) 
    ([ 4, 3]  0.001309)     ([ 4, 4]  0.001193)     ([ 4, 5]  0.001117)     ([ 4, 6]  0.000903) 
    ([ 5, 3]  0.000731)     ([ 5, 4]  0.001755)     ([ 5, 5]  0.000946)     ([ 5, 6]  0.001822) 
  }
  From:  (4, 6)  {
    ([ 2, 4]  0.001038)     ([ 2, 5]  0.001344)     ([ 2, 6]  0.001651)     ([ 2, 7]  0.001329) 
    ([ 3, 4]  0.001027)     ([ 3, 5]  0.001048)     ([ 3, 6]  0.001848)     ([ 3, 7]  0.001519) 
    ([ 4, 4]  0.001685)     ([ 4, 5]  0.000799)     ([ 4, 6]  0.001817)     ([ 4, 7]  0.001555) 
    ([ 5, 4]  0.001779)     ([ 5, 5]  0.001344)     ([ 5, 6]  0.001402)     ([ 5, 7]  0.000926) 
  }
  From:  (4, 7)  {
    ([ 2, 5]  0.001158)     ([ 2, 6]  0.001523)     ([ 2, 7]  0.001107)     ([ 2, 8]  0.001455) 
    ([ 3, 5]  0.001494)     ([ 3, 6]  0.000774)     ([ 3, 7]  0.001238)     ([ 3, 8]  0.001515) 
    ([ 4, 5]  0.001652)     ([ 4, 6]  0.000716)     ([ 4, 7]  0.000755)     ([ 4, 8]  0.000878) 
    ([ 5, 5]  0.000990)     ([ 5, 6]  0.001088)     ([ 5, 7]  0.001683)     ([ 5, 8]  0.000807) 
  }
  From:  (4, 8)  {
    ([ 2, 6]  0.000778)     ([ 2, 7]  0.001801)     ([ 2, 8]  0.001187)     ([ 2, 9]  0.001808) 
    ([ 3, 6]  0.001153)     ([ 3, 7]  0.001512)     ([ 3, 8]  0.001524)     ([ 3, 9]  0.001351) 
    ([ 4, 6]  0.000981)     ([ 4, 7]  0.000892)     ([ 4, 8]  0.001789)     ([ 4, 9]  0.000920) 
    ([ 5, 6]  0.001482)     ([ 5, 7]  0.001102)     ([ 5, 8]  0.000932)     ([ 5, 9]  0.001744) 
  }
  From:  (4, 9)  {
    ([ 2, 7]  0.001126)     ([ 2, 8]  0.001023)     ([ 2, 9]  0.001170)     ([ 2, 1]  0.000882) 
    ([ 3, 7]  0.000661)     ([ 3, 8]  0.000792)     ([ 3, 9]  0.001074)     ([ 3, 1]  0.001785) 
    ([ 4, 7]  0.001645)     ([ 4, 8]  0.001114)     ([ 4, 9]  0.001185)     ([ 4, 1]  0.000674) 
    ([ 5, 7]  0.000709)     ([ 5, 8]  0.001498)     ([ 5, 9]  0.001436)     ([ 5, 1]  0.001389) 
  }
  From:  (5, 1)  {
    ([ 3, 8]  0.000943)     ([ 3, 9]  0.001761)     ([ 3, 1]  0.001479)     ([ 3, 2]  0.001059) 
    ([ 4, 8]  0.000938)     ([ 4, 9]  0.000890)     ([ 4, 1]  0.000959)     ([ 4, 2]  0.000734) 
    ([ 5, 8]  0.001849)     ([ 5, 9]  0.001825)     ([ 5, 1]  0.001625)     ([ 5, 2]  0.001675) 
    ([ 6, 8]  0.000670)     ([ 6, 9]  0.001361)     ([ 6, 1]  0.001022)     ([ 6, 2]  0.001084) 
  }
  From:  (5, 2)  {
    ([ 3, 9]  0.001608)     ([ 3, 1]  0.000890)     ([ 3, 2]  0.001823)     ([ 3, 3]  0.001294) 
    ([ 4, 9]  0.001153)     ([ 4, 1]  0.001231)     ([ 4, 2]  0.001374)     ([ 4, 3]  0.001154) 
    ([ 5, 9]  0.001607)     ([ 5, 1]  0.001394)     ([ 5, 2]  0.001828)     ([ 5, 3]  0.001111) 
    ([ 6, 9]  0.001018)     ([ 6, 1]  0.001516)     ([ 6, 2]  0.000841)     ([ 6, 3]  0.001051) 
  }
  From:  (5, 3)  {
    ([ 3, 1]  0.001320)     ([ 3, 2]  0.000891)     ([ 3, 3]  0.001664)     ([ 3, 4]  0.001608) 
    ([ 4, 1]  0.001515)     ([ 4, 2]  0.000878)     ([ 4, 3]  0.001730)     ([ 4, 4]  0.000884) 
    ([ 5, 1]  0.001278)     ([ 5, 2]  0.001226)     ([ 5, 3]  0.000812)     ([ 5, 4]  0.000655) 
    ([ 6, 1]  0.000881)     ([ 6, 2]  0.000900)     ([ 6, 3]  0.001527)     ([ 6, 4]  0.001841) 
  }
  From:  (5, 4)  {
    ([ 3, 2]  0.001738)     ([ 3, 3]  0.001716)     ([ 3, 4]  0.001215)     ([ 3, 5]  0.000804) 
    ([ 4, 2]  0.000668)     ([ 4, 3]  0.000915)     ([ 4, 4]  0.001433)     ([ 4, 5]  0.001059) 
    ([ 5, 2]  0.000859)     ([ 5, 3]  0.001306)     ([ 5, 4]  0.001785)     ([ 5, 5]  0.001616) 
    ([ 6, 2]  0.001584)     ([ 6, 3]  0.001507)     ([ 6, 4]  0.001534)     ([ 6, 5]  0.000660) 
  }
  From:  (5, 5)  {
    ([ 3, 3]  0.001270)     ([ 3, 4]  0.001377)     ([ 3, 5]  0.001171)     ([ 3, 6]  0.001200) 
    ([ 4, 3]  0.001487)     ([ 4, 4]  0.001325)     ([ 4, 5]  0.000733)     ([ 4, 6]  0.001291) 
    ([ 5, 3]  0.001823)     ([ 5, 4]  0.001198)     ([ 5, 5]  0.000659)     ([ 5, 6]  0.001398) 
    ([ 6, 3]  0.001271)     ([ 6, 4]  0.000938)     ([ 6, 5]  0.000659)     ([ 6, 6]  0.001151) 
  }
  From:  (5, 6)  {
    ([ 3, 4]  0.000822)     ([ 3, 5]  0.001087)     ([ 3, 6]  0.001766)     ([ 3, 7]  0.001776) 
    ([ 4, 4]  0.000686)     ([ 4, 5]  0.001355)     ([ 4, 6]  0.001064)     ([ 4, 7]  0.001414) 
    ([ 5, 4]  0.001323)     ([ 5, 5]  0.001076)     ([ 5, 6]  0.001801)     ([ 5, 7]  0.001487) 
    ([ 6, 4]  0.001242)     ([ 6, 5]  0.000745)     ([ 6, 6]  0.000941)     ([ 6, 7]  0.001257) 
  }
  From:  (5, 7)  {
    ([ 3, 5]  0.000997)     ([ 3, 6]  0.001142)     ([ 3, 7]  0.001758)     ([ 3, 8]  0.000740) 
    ([ 4, 5]  0.001226)     ([ 4, 6]  0.001581)     ([ 4, 7]  0.000655)     ([ 4, 8]  0.000798) 
    ([ 5, 5]  0.000943)     ([ 5, 6]  0.001002)     ([ 5, 7]  0.001608)     ([ 5, 8]  0.001149) 
    ([ 6, 5]  0.001787)     ([ 6, 6]  0.001154)     ([ 6, 7]  0.000737)     ([ 6, 8]  0.001738) 
  }
  From:  (5, 8)  {
    ([ 3, 6]  0.000953)     ([ 3, 7]  0.001341)     ([ 3, 8]  0.001553)     ([ 3, 9]  0.000909) 
    ([ 4, 6]  0.001325)     ([ 4, 7]  0.001055)     ([ 4, 8]  0.001623)     ([ 4, 9]  0.001830) 
    ([ 5, 6]  0.001808)     ([ 5, 7]  0.001449)     ([ 5, 8]  0.001718)     ([ 5, 9]  0.001447) 
    ([ 6, 6]  0.001324)     ([ 6, 7]  0.000794)     ([ 6, 8]  0.001783)     ([ 6, 9]  0.001160) 
  }
  From:  (5, 9)  {
    ([ 3, 7]  0.000712)     ([ 3, 8]  0.001757)     ([ 3, 9]  0.001445)     ([ 3, 1]  0.001715) 
    ([ 4, 7]  0.001480)     ([ 4, 8]  0.000952)     ([ 4, 9]  0.001547)     ([ 4, 1]  0.001363) 
    ([ 5, 7]  0.001044)     ([ 5, 8]  0.000853)     ([ 5, 9]  0.000845)     ([ 5, 1]  0.000972) 
    ([ 6, 7]  0.000650)     ([ 6, 8]  0.000814)     ([ 6, 9]  0.001033)     ([ 6, 1]  0.000758) 
  }
  From:  (6, 1)  {
    ([ 4, 8]  0.001527)     ([ 4, 9]  0.000838)     ([ 4, 1]  0.001598)     ([ 4, 2]  0.001215) 
    ([ 5, 8]  0.001289)     ([ 5, 9]  0.000908)     ([ 5, 1]  0.001323)     ([ 5, 2]  0.000732) 
    ([ 6, 8]  0.001002)     ([ 6, 9]  0.001627)     ([ 6, 1]  0.001845)     ([ 6, 2]  0.000701) 
    ([ 7, 8]  0.000887)     ([ 7, 9]  0.000783)     ([ 7, 1]  0.001473)     ([ 7, 2]  0.001752) 
  }
  From:  (6, 2)  {
    ([ 4, 9]  0.001302)     ([ 4, 1]  0.001060)     ([ 4, 2]  0.000751)     ([ 4, 3]  0.001533) 
    ([ 5, 9]  0.001077)     ([ 5, 1]  0.001847)     ([ 5, 2]  0.001095)     ([ 5, 3]  0.001334) 
    ([ 6, 9]  0.001822)     ([ 6, 1]  0.001201)     ([ 6, 2]  0.001012)     ([ 6, 3]  0.001755) 
    ([ 7, 9]  0.001736)     ([ 7, 1]  0.001400)     ([ 7, 2]  0.001722)     ([ 7, 3]  0.001746) 
  }
  From:  (6, 3)  {
    ([ 4, 1]  0.001265)     ([ 4, 2]  0.001118)     ([ 4, 3]  0.001453)     ([ 4, 4]  0.001506) 
    ([ 5, 1]  0.001730)     ([ 5, 2]  0.001502)     ([ 5, 3]  0.001668)     ([ 5, 4]  0.000781) 
    ([ 6, 1]  0.000768)     ([ 6, 2]  0.001109)     ([ 6, 3]  0.001008)     ([ 6, 4]  0.001495) 
    ([ 7, 1]  0.001842)     ([ 7, 2]  0.001379)     ([ 7, 3]  0.001009)     ([ 7, 4]  0.001579) 
  }
  From:  (6, 4)  {
    ([ 4, 2]  0.001697)     ([ 4, 3]  0.001661)     ([ 4, 4]  0.000831)     ([ 4, 5]  0.001155) 
    ([ 5, 2]  0.000930)     ([ 5, 3]  0.001230)     ([ 5, 4]  0.001198)     ([ 5, 5]  0.001015) 
    ([ 6, 2]  0.001303)     ([ 6, 3]  0.001123)     ([ 6, 4]  0.001215)     ([ 6, 5]  0.001717) 
    ([ 7, 2]  0.000651)     ([ 7, 3]  0.001135)     ([ 7, 4]  0.000929)     ([ 7, 5]  0.001658) 
  }
  From:  (6, 5)  {
    ([ 4, 3]  0.001721)     ([ 4, 4]  0.001168)     ([ 4, 5]  0.001083)     ([ 4, 6]  0.001773) 
    ([ 5, 3]  0.000797)     ([ 5, 4]  0.000716)     ([ 5, 5]  0.000968)     ([ 5, 6]  0.001395) 
    ([ 6, 3]  0.001331)     ([ 6, 4]  0.001824)     ([ 6, 5]  0.000920)     ([ 6, 6]  0.000774) 
    ([ 7, 3]  0.001185)     ([ 7, 4]  0.000664)     ([ 7, 5]  0.000978)     ([ 7, 6]  0.001544) 
  }
  From:  (6, 6)  {
    ([ 4, 4]  0.001336)     ([ 4, 5]  0.001764)     ([ 4, 6]  0.000707)     ([ 4, 7]  0.001025) 
    ([ 5, 4]  0.001138)     ([ 5, 5]  0.001574)     ([ 5, 6]  0.001636)     ([ 5, 7]  0.001342) 
    ([ 6, 4]  0.000785)     ([ 6, 5]  0.001815)     ([ 6, 6]  0.001535)     ([ 6, 7]  0.001416) 
    ([ 7, 4]  0.001112)     ([ 7, 5]  0.001808)     ([ 7, 6]  0.001675)     ([ 7, 7]  0.001018) 
  }
  From:  (6, 7)  {
    ([ 4, 5]  0.001509)     ([ 4, 6]  0.001585)     ([ 4, 7]  0.000654)     ([ 4, 8]  0.001670) 
    ([ 5, 5]  0.001693)     ([ 5, 6]  0.001229)     ([ 5, 7]  0.001367)     ([ 5, 8]  0.001165) 
    ([ 6, 5]  0.001574)     ([ 6, 6]  0.000977)     ([ 6, 7]  0.001236)     ([ 6, 8]  0.001338) 
    ([ 7, 5]  0.001525)     ([ 7, 6]  0.001116)     ([ 7, 7]  0.001452)     ([ 7, 8]  0.000803) 
  }
  From:  (6, 8)  {
    ([ 4, 6]  0.001731)     ([ 4, 7]  0.000675)     ([ 4, 8]  0.000810)     ([ 4, 9]  0.000902) 
    ([ 5, 6]  0.000795)     ([ 5, 7]  0.001709)     ([ 5, 8]  0.001245)     ([ 5, 9]  0.001644) 
    ([ 6, 6]  0.001682)     ([ 6, 7]  0.000773)     ([ 6, 8]  0.001841)     ([ 6, 9]  0.000657) 
    ([ 7, 6]  0.001628)     ([ 7, 7]  0.001500)     ([ 7, 8]  0.001131)     ([ 7, 9]  0.001163) 
  }
  From:  (6, 9)  {
    ([ 4, 7]  0.001612)     ([ 4, 8]  0.001839)     ([ 4, 9]  0.001817)     ([ 4, 1]  0.001698) 
    ([ 5, 7]  0.001828)     ([ 5, 8]  0.001511)     ([ 5, 9]  0.001763)     ([ 5, 1]  0.001781) 
    ([ 6, 7]  0.000825)     ([ 6, 8]  0.000983)     ([ 6, 9]  0.000915)     ([ 6, 1]  0.001697) 
    ([ 7, 7]  0.001516)     ([ 7, 8]  0.001278)     ([ 7, 9]  0.000983)     ([ 7, 1]  0.001360) 
  }
  From:  (7, 1)  {
    ([ 5, 8]  0.001141)     ([ 5, 9]  0.001020)     ([ 5, 1]  0.000810)     ([ 5, 2]  0.001197) 
    ([ 6, 8]  0.001692)     ([ 6, 9]  0.001175)     ([ 6, 1]  0.001791)     ([ 6, 2]  0.001321) 
    ([ 7, 8]  0.001462)     ([ 7, 9]  0.000690)     ([ 7, 1]  0.000899)     ([ 7, 2]  0.001698) 
    ([ 8, 8]  0.001677)     ([ 8, 9]  0.000812)     ([ 8, 1]  0.001760)     ([ 8, 2]  0.001786) 
  }
  From:  (7, 2)  {
    ([ 5, 9]  0.001400)     ([ 5, 1]  0.001438)     ([ 5, 2]  0.000896)     ([ 5, 3]  0.001084) 
    ([ 6, 9]  0.001473)     ([ 6, 1]  0.001534)     ([ 6, 2]  0.001831)     ([ 6, 3]  0.001444) 
    ([ 7, 9]  0.000955)     ([ 7, 1]  0.001707)     ([ 7, 2]  0.001080)     ([ 7, 3]  0.001836) 
    ([ 8, 9]  0.000981)     ([ 8, 1]  0.000939)     ([ 8, 2]  0.000708)     ([ 8, 3]  0.000959) 
  }
  From:  (7, 3)  {
    ([ 5, 1]  0.001531)     ([ 5, 2]  0.001654)     ([ 5, 3]  0.001354)     ([ 5, 4]  0.001000) 
    ([ 6, 1]  0.001519)     ([ 6, 2]  0.001272)     ([ 6, 3]  0.001342)     ([ 6, 4]  0.001811) 
    ([ 7, 1]  0.000693)     ([ 7, 2]  0.001840)     ([ 7, 3]  0.001780)     ([ 7, 4]  0.000761) 
    ([ 8, 1]  0.000987)     ([ 8, 2]  0.000991)     ([ 8, 3]  0.001166)     ([ 8, 4]  0.001183) 
  }
  From:  (7, 4)  {
    ([ 5, 2]  0.000952)     ([ 5, 3]  0.001390)     ([ 5, 4]  0.001570)     ([ 5, 5]  0.000765) 
    ([ 6, 2]  0.000716)     ([ 6, 3]  0.001564)     ([ 6, 4]  0.001551)     ([ 6, 5]  0.001793) 
    ([ 7, 2]  0.001564)     ([ 7, 3]  0.001402)     ([ 7, 4]  0.000981)     ([ 7, 5]  0.000862) 
    ([ 8, 2]  0.001547)     ([ 8, 3]  0.001809)     ([ 8, 4]  0.001538)     ([ 8, 5]  0.000682) 
  }
  From:  (7, 5)  {
    ([ 5, 3]  0.001443)     ([ 5, 4]  0.001679)     ([ 5, 5]  0.001300)     ([ 5, 6]  0.001217) 
    ([ 6, 3]  0.001775)     ([ 6, 4]  0.001612)     ([ 6, 5]  0.001141)     ([ 6, 6]  0.001657) 
    ([ 7, 3]  0.000782)     ([ 7, 4]  0.000765)     ([ 7, 5]  0.000776)     ([ 7, 6]  0.001434) 
    ([ 8, 3]  0.001515)     ([ 8, 4]  0.001153)     ([ 8, 5]  0.001446)     ([ 8, 6]  0.001596) 
  }
  From:  (7, 6)  {
    ([ 5, 4]  0.001266)     ([ 5, 5]  0.001168)     ([ 5, 6]  0.001462)     ([ 5, 7]  0.000671) 
    ([ 6, 4]  0.001515)     ([ 6, 5]  0.001272)     ([ 6, 6]  0.001022)     ([ 6, 7]  0.000722) 
    ([ 7, 4]  0.001474)     ([ 7, 5]  0.001550)     ([ 7, 6]  0.001452)     ([ 7, 7]  0.000973) 
    ([ 8, 4]  0.001568)     ([ 8, 5]  0.001296)     ([ 8, 6]  0.001664)     ([ 8, 7]  0.000845) 
  }
  From:  (7, 7)  {
    ([ 5, 5]  0.001162)     ([ 5, 6]  0.001155)     ([ 5, 7]  0.001257)     ([ 5, 8]  0.000797) 
    ([ 6, 5]  0.001565)     ([ 6, 6]  0.001771)     ([ 6, 7]  0.000779)     ([ 6, 8]  0.001483) 
    ([ 7, 5]  0.000817)     ([ 7, 6]  0.001269)     ([ 7, 7]  0.001804)     ([ 7, 8]  0.000782) 
    ([ 8, 5]  0.001324)     ([ 8, 6]  0.001815)     ([ 8, 7]  0.000834)     ([ 8, 8]  0.001661) 
  }
  From:  (7, 8)  {
    ([ 5, 6]  0.001180)     ([ 5, 7]  0.000774)     ([ 5, 8]  0.001822)     ([ 5, 9]  0.000908) 
    ([ 6, 6]  0.001652)     ([ 6, 7]  0.001525)     ([ 6, 8]  0.001795)     ([ 6, 9]  0.001100) 
    ([ 7, 6]  0.001726)     ([ 7, 7]  0.001198)     ([ 7, 8]  0.001474)     ([ 7, 9]  0.000904) 
    ([ 8, 6]  0.000963)     ([ 8, 7]  0.000978)     ([ 8, 8]  0.001553)     ([ 8, 9]  0.000788) 
  }
  From:  (7, 9)  {
    ([ 5, 7]  0.000983)     ([ 5, 8]  0.000916)     ([ 5, 9]  0.001413)     ([ 5, 1]  0.001671) 
    ([ 6, 7]  0.001311)     ([ 6, 8]  0.000837)     ([ 6, 9]  0.000868)     ([ 6, 1]  0.000858) 
    ([ 7, 7]  0.000709)     ([ 7, 8]  0.001702)     ([ 7, 9]  0.001123)     ([ 7, 1]  0.000955) 
    ([ 8, 7]  0.000765)     ([ 8, 8]  0.001514)     ([ 8, 9]  0.001251)     ([ 8, 1]  0.001149) 
  }
  From:  (8, 1)  {
    ([ 6, 8]  0.001788)     ([ 6, 9]  0.000700)     ([ 6, 1]  0.000714)     ([ 6, 2]  0.000836) 
    ([ 7, 8]  0.000988)     ([ 7, 9]  0.001696)     ([ 7, 1]  0.001289)     ([ 7, 2]  0.001789) 
    ([ 8, 8]  0.001663)     ([ 8, 9]  0.001196)     ([ 8, 1]  0.001034)     ([ 8, 2]  0.001693) 
    ([ 9, 8]  0.001537)     ([ 9, 9]  0.000985)     ([ 9, 1]  0.000841)     ([ 9, 2]  0.001375) 
  }
  From:  (8, 2)  {
    ([ 6, 9]  0.000978)     ([ 6, 1]  0.001479)     ([ 6, 2]  0.000878)     ([ 6, 3]  0.000779) 
    ([ 7, 9]  0.000753)     ([ 7, 1]  0.000865)     ([ 7, 2]  0.001215)     ([ 7, 3]  0.001469) 
    ([ 8, 9]  0.001035)     ([ 8, 1]  0.001752)     ([ 8, 2]  0.001141)     ([ 8, 3]  0.000691) 
    ([ 9, 9]  0.001757)     ([ 9, 1]  0.000940)     ([ 9, 2]  0.001751)     ([ 9, 3]  0.001213) 
  }
  From:  (8, 3)  {
    ([ 6, 1]  0.001556)     ([ 6, 2]  0.000994)     ([ 6, 3]  0.000900)     ([ 6, 4]  0.000860) 
    ([ 7, 1]  0.000817)     ([ 7, 2]  0.000860)     ([ 7, 3]  0.000715)     ([ 7, 4]  0.000969) 
    ([ 8, 1]  0.001330)     ([ 8, 2]  0.001541)     ([ 8, 3]  0.000688)     ([ 8, 4]  0.000734) 
    ([ 9, 1]  0.001614)     ([ 9, 2]  0.000672)     ([ 9, 3]  0.001537)     ([ 9, 4]  0.001786) 
  }
  From:  (8, 4)  {
    ([ 6, 2]  0.001061)     ([ 6, 3]  0.001065)     ([ 6, 4]  0.000916)     ([ 6, 5]  0.001605) 
    ([ 7, 2]  0.000853)     ([ 7, 3]  0.001025)     ([ 7, 4]  0.001695)     ([ 7, 5]  0.000991) 
    ([ 8, 2]  0.000780)     ([ 8, 3]  0.001131)     ([ 8, 4]  0.001724)     ([ 8, 5]  0.001529) 
    ([ 9, 2]  0.001362)     ([ 9, 3]  0.001357)     ([ 9, 4]  0.000673)     ([ 9, 5]  0.001333) 
  }
  From:  (8, 5)  {
    ([ 6, 3]  0.001338)     ([ 6, 4]  0.001825)     ([ 6, 5]  0.001230)     ([ 6, 6]  0.000902) 
    ([ 7, 3]  0.001121)     ([ 7, 4]  0.001695)     ([ 7, 5]  0.001304)     ([ 7, 6]  0.000954) 
    ([ 8, 3]  0.001761)     ([ 8, 4]  0.001410)     ([ 8, 5]  0.001419)     ([ 8, 6]  0.001737) 
    ([ 9, 3]  0.001767)     ([ 9, 4]  0.000795)     ([ 9, 5]  0.000721)     ([ 9, 6]  0.001411) 
  }
  From:  (8, 6)  {
    ([ 6, 4]  0.001357)     ([ 6, 5]  0.001104)     ([ 6, 6]  0.001279)     ([ 6, 7]  0.000810) 
    ([ 7, 4]  0.001201)     ([ 7, 5]  0.001656)     ([ 7, 6]  0.001023)     ([ 7, 7]  0.001657) 
    ([ 8, 4]  0.001374)     ([ 8, 5]  0.000965)     ([ 8, 6]  0.001412)     ([ 8, 7]  0.001115) 
    ([ 9, 4]  0.001269)     ([ 9, 5]  0.000933)     ([ 9, 6]  0.001685)     ([ 9, 7]  0.001362) 
  }
  From:  (8, 7)  {
    ([ 6, 5]  0.001296)     ([ 6, 6]  0.000743)     ([ 6, 7]  0.001519)     ([ 6, 8]  0.001592) 
    ([ 7, 5]  0.001724)     ([ 7, 6]  0.001488)     ([ 7, 7]  0.000824)     ([ 7, 8]  0.001310) 
    ([ 8, 5]  0.000772)     ([ 8, 6]  0.000699)     ([ 8, 7]  0.001197)     ([ 8, 8]  0.000983) 
    ([ 9, 5]  0.001244)     ([ 9, 6]  0.001189)     ([ 9, 7]  0.001537)     ([ 9, 8]  0.000851) 
  }
  From:  (8, 8)  {
    ([ 6, 6]  0.001669)     ([ 6, 7]  0.001258)     ([ 6, 8]  0.001645)     ([ 6, 9]  0.001561) 
    ([ 7, 6]  0.001318)     ([ 7, 7]  0.001414)     ([ 7, 8]  0.001825)     ([ 7, 9]  0.001125) 
    ([ 8, 6]  0.001443)     ([ 8, 7]  0.000684)     ([ 8, 8]  0.001324)     ([ 8, 9]  0.001204) 
    ([ 9, 6]  0.000770)     ([ 9, 7]  0.000963)     ([ 9, 8]  0.000933)     ([ 9, 9]  0.001468) 
  }
  From:  (8, 9)  {
    ([ 6, 7]  0.001715)     ([ 6, 8]  0.001045)     ([ 6, 9]  0.001741)     ([ 6, 1]  0.000946) 
    ([ 7, 7]  0.001345)     ([ 7, 8]  0.001429)     ([ 7, 9]  0.001206)     ([ 7, 1]  0.000682) 
    ([ 8, 7]  0.001053)     ([ 8, 8]  0.000666)     ([ 8, 9]  0.001443)     ([ 8, 1]  0.001482) 
    ([ 9, 7]  0.000702)     ([ 9, 8]  0.001142)     ([ 9, 9]  0.001696)     ([ 9, 1]  0.000803) 
  }
  From:  (9, 1)  {
    ([ 7, 8]  0.001241)     ([ 7, 9]  0.000727)     ([ 7, 1]  0.000956)     ([ 7, 2]  0.000769) 
    ([ 8, 8]  0.001059)     ([ 8, 9]  0.000727)     ([ 8, 1]  0.001618)     ([ 8, 2]  0.001653) 
    ([ 9, 8]  0.001439)     ([ 9, 9]  0.001207)     ([ 9, 1]  0.000970)     ([ 9, 2]  0.001576) 
    ([ 1, 8]  0.000843)     ([ 1, 9]  0.001597)     ([ 1, 1]  0.000891)     ([ 1, 2]  0.001181) 
  }
  From:  (9, 2)  {
    ([ 7, 9]  0.001717)     ([ 7, 1]  0.001239)     ([ 7, 2]  0.001512)     ([ 7, 3]  0.000949) 
    ([ 8, 9]  0.001754)     ([ 8, 1]  0.001819)     ([ 8, 2]  0.000867)     ([ 8, 3]  0.001306) 
    ([ 9, 9]  0.001759)     ([ 9, 1]  0.001266)     ([ 9, 2]  0.001787)     ([ 9, 3]  0.001033) 
    ([ 1, 9]  0.001632)     ([ 1, 1]  0.001273)     ([ 1, 2]  0.001471)     ([ 1, 3]  0.001266) 
  }
  From:  (9, 3)  {
    ([ 7, 1]  0.001229)     ([ 7, 2]  0.001065)     ([ 7, 3]  0.001846)     ([ 7, 4]  0.001815) 
    ([ 8, 1]  0.001323)     ([ 8, 2]  0.000743)     ([ 8, 3]  0.000876)     ([ 8, 4]  0.001564) 
    ([ 9, 1]  0.001393)     ([ 9, 2]  0.001233)     ([ 9, 3]  0.001565)     ([ 9, 4]  0.001437) 
    ([ 1, 1]  0.001325)     ([ 1, 2]  0.001467)     ([ 1, 3]  0.001708)     ([ 1, 4]  0.001137) 
  }
  From:  (9, 4)  {
    ([ 7, 2]  0.000684)     ([ 7, 3]  0.001606)     ([ 7, 4]  0.001073)     ([ 7, 5]  0.001239) 
    ([ 8, 2]  0.001425)     ([ 8, 3]  0.001167)     ([ 8, 4]  0.001731)     ([ 8, 5]  0.001835) 
    ([ 9, 2]  0.001205)     ([ 9, 3]  0.001191)     ([ 9, 4]  0.001128)     ([ 9, 5]  0.000977) 
    ([ 1, 2]  0.001290)     ([ 1, 3]  0.000906)     ([ 1, 4]  0.001198)     ([ 1, 5]  0.001026) 
  }
  From:  (9, 5)  {
    ([ 7, 3]  0.001468)     ([ 7, 4]  0.000896)     ([ 7, 5]  0.000985)     ([ 7, 6]  0.001187) 
    ([ 8, 3]  0.001449)     ([ 8, 4]  0.001382)     ([ 8, 5]  0.001804)     ([ 8, 6]  0.001417) 
    ([ 9, 3]  0.001351)     ([ 9, 4]  0.001031)     ([ 9, 5]  0.001235)     ([ 9, 6]  0.001129) 
    ([ 1, 3]  0.000799)     ([ 1, 4]  0.001209)     ([ 1, 5]  0.001254)     ([ 1, 6]  0.001524) 
  }
  From:  (9, 6)  {
    ([ 7, 4]  0.001168)     ([ 7, 5]  0.001464)     ([ 7, 6]  0.001377)     ([ 7, 7]  0.001487) 
    ([ 8, 4]  0.001491)     ([ 8, 5]  0.001592)     ([ 8, 6]  0.000956)     ([ 8, 7]  0.001256) 
    ([ 9, 4]  0.001052)     ([ 9, 5]  0.001807)     ([ 9, 6]  0.001397)     ([ 9, 7]  0.000858) 
    ([ 1, 4]  0.001130)     ([ 1, 5]  0.001748)     ([ 1, 6]  0.001470)     ([ 1, 7]  0.001057) 
  }
  From:  (9, 7)  {
    ([ 7, 5]  0.001134)     ([ 7, 6]  0.001726)     ([ 7, 7]  0.001307)     ([ 7, 8]  0.001811) 
    ([ 8, 5]  0.001728)     ([ 8, 6]  0.000889)     ([ 8, 7]  0.001417)     ([ 8, 8]  0.000882) 
    ([ 9, 5]  0.000914)     ([ 9, 6]  0.001727)     ([ 9, 7]  0.001329)     ([ 9, 8]  0.001737) 
    ([ 1, 5]  0.001568)     ([ 1, 6]  0.001296)     ([ 1, 7]  0.001471)     ([ 1, 8]  0.000826) 
  }
  From:  (9, 8)  {
    ([ 7, 6]  0.001312)     ([ 7, 7]  0.001533)     ([ 7, 8]  0.000877)     ([ 7, 9]  0.001681) 
    ([ 8, 6]  0.001200)     ([ 8, 7]  0.001326)     ([ 8, 8]  0.000952)     ([ 8, 9]  0.000709) 
    ([ 9, 6]  0.001204)     ([ 9, 7]  0.001796)     ([ 9, 8]  0.000817)     ([ 9, 9]  0.001780) 
    ([ 1, 6]  0.001123)     ([ 1, 7]  0.001067)     ([ 1, 8]  0.001238)     ([ 1, 9]  0.001016) 
  }
  From:  (9, 9)  {
    ([ 7, 7]  0.000917)     ([ 7, 8]  0.000854)     ([ 7, 9]  0.001753)     ([ 7, 1]  0.001484) 
    ([ 8, 7]  0.001401)     ([ 8, 8]  0.001681)     ([ 8, 9]  0.001704)     ([ 8, 1]  0.000702) 
    ([ 9, 7]  0.001485)     ([ 9, 8]  0.001293)     ([ 9, 9]  0.001031)     ([ 9, 1]  0.001397) 
    ([ 1, 7]  0.001736)     ([ 1, 8]  0.001356)     ([ 1, 9]  0.001819)     ([ 1, 1]  0.000869) 
  }
}

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