Large-scale neural model of visual short-term memory (Ulloa, Horwitz 2016; Horwitz, et al. 2005,...)

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Accession:206337
Large-scale neural model of visual short term memory embedded into a 998-node connectome. The model simulates electrical activity across neuronal populations of a number of brain regions and converts that activity into fMRI and MEG time-series. The model uses a neural simulator developed at the Brain Imaging and Modeling Section of the National Institutes of Health.
References:
1 . Tagamets MA, Horwitz B (1998) Integrating electrophysiological and anatomical experimental data to create a large-scale model that simulates a delayed match-to-sample human brain imaging study. Cereb Cortex 8:310-20 [PubMed]
2 . Ulloa A, Horwitz B (2016) Embedding Task-Based Neural Models into a Connectome-Based Model of the Cerebral Cortex. Front Neuroinform 10:32 [PubMed]
3 . Horwitz B, Warner B, Fitzer J, Tagamets MA, Husain FT, Long TW (2005) Investigating the neural basis for functional and effective connectivity. Application to fMRI. Philos Trans R Soc Lond B Biol Sci 360:1093-108 [PubMed]
Model Information (Click on a link to find other models with that property)
Model Type: Realistic Network;
Brain Region(s)/Organism: Prefrontal cortex (PFC);
Cell Type(s):
Channel(s):
Gap Junctions:
Receptor(s):
Gene(s):
Transmitter(s):
Simulation Environment: Python;
Model Concept(s): Working memory;
Implementer(s): Ulloa, Antonio [antonio.ulloa at alum.bu.edu];
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lsnm_in_python-master
visual_model
subject_8
attsefd2.w
attvatts.w
efd1efd1.w
efd1efd2.w
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ev4c.wt *
ev4cev4c.w
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ev4h.wt *
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lgnsev1h.w
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weightslist.txt
                            
% Fri Aug 21 22:55:20 2015

% Input layer: (9, 9)
% Output layer: (9, 9)
% Fanout size: (5, 5)
% Fanout spacing: (1, 1)
% Specified fanout weights

Connect(efd2, ev4v)  {
  From:  (1, 1)  {
    ([ 8, 8]  0.002086)     ([ 8, 9]  0.001587)     ([ 8, 1]  0.002043)     ([ 8, 2]  0.002057)     ([ 8, 3]  0.001132) 
    ([ 9, 8]  0.001334)     ([ 9, 9]  0.002074)     ([ 9, 1]  0.001878)     ([ 9, 2]  0.002039)     ([ 9, 3]  0.001068) 
    ([ 1, 8]  0.001031)     ([ 1, 9]  0.001127)     ([ 1, 1]  0.000877)     ([ 1, 2]  0.001674)     ([ 1, 3]  0.000992) 
    ([ 2, 8]  0.000875)     ([ 2, 9]  0.001033)     ([ 2, 1]  0.000795)     ([ 2, 2]  0.001330)     ([ 2, 3]  0.000864) 
    ([ 3, 8]  0.000935)     ([ 3, 9]  0.001161)     ([ 3, 1]  0.001806)     ([ 3, 2]  0.001828)     ([ 3, 3]  0.000833) 
  }
  From:  (1, 2)  {
    ([ 8, 9]  0.001650)     ([ 8, 1]  0.001862)     ([ 8, 2]  0.001126)     ([ 8, 3]  0.001976)     ([ 8, 4]  0.001805) 
    ([ 9, 9]  0.001347)     ([ 9, 1]  0.001375)     ([ 9, 2]  0.001981)     ([ 9, 3]  0.001129)     ([ 9, 4]  0.001264) 
    ([ 1, 9]  0.001120)     ([ 1, 1]  0.001388)     ([ 1, 2]  0.001412)     ([ 1, 3]  0.001769)     ([ 1, 4]  0.000863) 
    ([ 2, 9]  0.001830)     ([ 2, 1]  0.001833)     ([ 2, 2]  0.001371)     ([ 2, 3]  0.001600)     ([ 2, 4]  0.000852) 
    ([ 3, 9]  0.000820)     ([ 3, 1]  0.000754)     ([ 3, 2]  0.000986)     ([ 3, 3]  0.000816)     ([ 3, 4]  0.001591) 
  }
  From:  (1, 3)  {
    ([ 8, 1]  0.001133)     ([ 8, 2]  0.001999)     ([ 8, 3]  0.001928)     ([ 8, 4]  0.002053)     ([ 8, 5]  0.001290) 
    ([ 9, 1]  0.001366)     ([ 9, 2]  0.001813)     ([ 9, 3]  0.001366)     ([ 9, 4]  0.001560)     ([ 9, 5]  0.000718) 
    ([ 1, 1]  0.001262)     ([ 1, 2]  0.001499)     ([ 1, 3]  0.001623)     ([ 1, 4]  0.000888)     ([ 1, 5]  0.001729) 
    ([ 2, 1]  0.001636)     ([ 2, 2]  0.002070)     ([ 2, 3]  0.001548)     ([ 2, 4]  0.001562)     ([ 2, 5]  0.000800) 
    ([ 3, 1]  0.001923)     ([ 3, 2]  0.001948)     ([ 3, 3]  0.001484)     ([ 3, 4]  0.001683)     ([ 3, 5]  0.001137) 
  }
  From:  (1, 4)  {
    ([ 8, 2]  0.001564)     ([ 8, 3]  0.001638)     ([ 8, 4]  0.001048)     ([ 8, 5]  0.001541)     ([ 8, 6]  0.001116) 
    ([ 9, 2]  0.002024)     ([ 9, 3]  0.001199)     ([ 9, 4]  0.001914)     ([ 9, 5]  0.001970)     ([ 9, 6]  0.001950) 
    ([ 1, 2]  0.000877)     ([ 1, 3]  0.001694)     ([ 1, 4]  0.000863)     ([ 1, 5]  0.002009)     ([ 1, 6]  0.001139) 
    ([ 2, 2]  0.001439)     ([ 2, 3]  0.001119)     ([ 2, 4]  0.000883)     ([ 2, 5]  0.001155)     ([ 2, 6]  0.000779) 
    ([ 3, 2]  0.001773)     ([ 3, 3]  0.001955)     ([ 3, 4]  0.001118)     ([ 3, 5]  0.001178)     ([ 3, 6]  0.002097) 
  }
  From:  (1, 5)  {
    ([ 8, 3]  0.002076)     ([ 8, 4]  0.001147)     ([ 8, 5]  0.002032)     ([ 8, 6]  0.000783)     ([ 8, 7]  0.001727) 
    ([ 9, 3]  0.000798)     ([ 9, 4]  0.001428)     ([ 9, 5]  0.001795)     ([ 9, 6]  0.001716)     ([ 9, 7]  0.000773) 
    ([ 1, 3]  0.001836)     ([ 1, 4]  0.001753)     ([ 1, 5]  0.001096)     ([ 1, 6]  0.001854)     ([ 1, 7]  0.001237) 
    ([ 2, 3]  0.001550)     ([ 2, 4]  0.002042)     ([ 2, 5]  0.001519)     ([ 2, 6]  0.001503)     ([ 2, 7]  0.001642) 
    ([ 3, 3]  0.000747)     ([ 3, 4]  0.001862)     ([ 3, 5]  0.002051)     ([ 3, 6]  0.001394)     ([ 3, 7]  0.001067) 
  }
  From:  (1, 6)  {
    ([ 8, 4]  0.001726)     ([ 8, 5]  0.001726)     ([ 8, 6]  0.001268)     ([ 8, 7]  0.001539)     ([ 8, 8]  0.001210) 
    ([ 9, 4]  0.001045)     ([ 9, 5]  0.001879)     ([ 9, 6]  0.001251)     ([ 9, 7]  0.001925)     ([ 9, 8]  0.000830) 
    ([ 1, 4]  0.001834)     ([ 1, 5]  0.001527)     ([ 1, 6]  0.001058)     ([ 1, 7]  0.001071)     ([ 1, 8]  0.001414) 
    ([ 2, 4]  0.001840)     ([ 2, 5]  0.001234)     ([ 2, 6]  0.001512)     ([ 2, 7]  0.001900)     ([ 2, 8]  0.001824) 
    ([ 3, 4]  0.001557)     ([ 3, 5]  0.001452)     ([ 3, 6]  0.001200)     ([ 3, 7]  0.001510)     ([ 3, 8]  0.001179) 
  }
  From:  (1, 7)  {
    ([ 8, 5]  0.001709)     ([ 8, 6]  0.001478)     ([ 8, 7]  0.001931)     ([ 8, 8]  0.001466)     ([ 8, 9]  0.001465) 
    ([ 9, 5]  0.000782)     ([ 9, 6]  0.001920)     ([ 9, 7]  0.001474)     ([ 9, 8]  0.001575)     ([ 9, 9]  0.002048) 
    ([ 1, 5]  0.001899)     ([ 1, 6]  0.002048)     ([ 1, 7]  0.001052)     ([ 1, 8]  0.001211)     ([ 1, 9]  0.001726) 
    ([ 2, 5]  0.002003)     ([ 2, 6]  0.001513)     ([ 2, 7]  0.001440)     ([ 2, 8]  0.001064)     ([ 2, 9]  0.001706) 
    ([ 3, 5]  0.001887)     ([ 3, 6]  0.000933)     ([ 3, 7]  0.001743)     ([ 3, 8]  0.001851)     ([ 3, 9]  0.001535) 
  }
  From:  (1, 8)  {
    ([ 8, 6]  0.001105)     ([ 8, 7]  0.001608)     ([ 8, 8]  0.001739)     ([ 8, 9]  0.001046)     ([ 8, 1]  0.002098) 
    ([ 9, 6]  0.001720)     ([ 9, 7]  0.001927)     ([ 9, 8]  0.001400)     ([ 9, 9]  0.001619)     ([ 9, 1]  0.001792) 
    ([ 1, 6]  0.001964)     ([ 1, 7]  0.000705)     ([ 1, 8]  0.001915)     ([ 1, 9]  0.001716)     ([ 1, 1]  0.001308) 
    ([ 2, 6]  0.001311)     ([ 2, 7]  0.001831)     ([ 2, 8]  0.001816)     ([ 2, 9]  0.001705)     ([ 2, 1]  0.001620) 
    ([ 3, 6]  0.001426)     ([ 3, 7]  0.001833)     ([ 3, 8]  0.001573)     ([ 3, 9]  0.001902)     ([ 3, 1]  0.002001) 
  }
  From:  (1, 9)  {
    ([ 8, 7]  0.000841)     ([ 8, 8]  0.000974)     ([ 8, 9]  0.001701)     ([ 8, 1]  0.001443)     ([ 8, 2]  0.001398) 
    ([ 9, 7]  0.001544)     ([ 9, 8]  0.001220)     ([ 9, 9]  0.001850)     ([ 9, 1]  0.001854)     ([ 9, 2]  0.001260) 
    ([ 1, 7]  0.001745)     ([ 1, 8]  0.001919)     ([ 1, 9]  0.001849)     ([ 1, 1]  0.001599)     ([ 1, 2]  0.000713) 
    ([ 2, 7]  0.001560)     ([ 2, 8]  0.000775)     ([ 2, 9]  0.001447)     ([ 2, 1]  0.001138)     ([ 2, 2]  0.001781) 
    ([ 3, 7]  0.001128)     ([ 3, 8]  0.002073)     ([ 3, 9]  0.001829)     ([ 3, 1]  0.001546)     ([ 3, 2]  0.001009) 
  }
  From:  (2, 1)  {
    ([ 9, 8]  0.001571)     ([ 9, 9]  0.001690)     ([ 9, 1]  0.000822)     ([ 9, 2]  0.001316)     ([ 9, 3]  0.001628) 
    ([ 1, 8]  0.001767)     ([ 1, 9]  0.001336)     ([ 1, 1]  0.001153)     ([ 1, 2]  0.000848)     ([ 1, 3]  0.001704) 
    ([ 2, 8]  0.001361)     ([ 2, 9]  0.001223)     ([ 2, 1]  0.001793)     ([ 2, 2]  0.001438)     ([ 2, 3]  0.001085) 
    ([ 3, 8]  0.001929)     ([ 3, 9]  0.001974)     ([ 3, 1]  0.001960)     ([ 3, 2]  0.000761)     ([ 3, 3]  0.001977) 
    ([ 4, 8]  0.001849)     ([ 4, 9]  0.001315)     ([ 4, 1]  0.001164)     ([ 4, 2]  0.001776)     ([ 4, 3]  0.001827) 
  }
  From:  (2, 2)  {
    ([ 9, 9]  0.000810)     ([ 9, 1]  0.001244)     ([ 9, 2]  0.000813)     ([ 9, 3]  0.000788)     ([ 9, 4]  0.001716) 
    ([ 1, 9]  0.001237)     ([ 1, 1]  0.001270)     ([ 1, 2]  0.000888)     ([ 1, 3]  0.000746)     ([ 1, 4]  0.000771) 
    ([ 2, 9]  0.001804)     ([ 2, 1]  0.000988)     ([ 2, 2]  0.002089)     ([ 2, 3]  0.001973)     ([ 2, 4]  0.001899) 
    ([ 3, 9]  0.000992)     ([ 3, 1]  0.001567)     ([ 3, 2]  0.001915)     ([ 3, 3]  0.001246)     ([ 3, 4]  0.001653) 
    ([ 4, 9]  0.001171)     ([ 4, 1]  0.001715)     ([ 4, 2]  0.001866)     ([ 4, 3]  0.002032)     ([ 4, 4]  0.001792) 
  }
  From:  (2, 3)  {
    ([ 9, 1]  0.001830)     ([ 9, 2]  0.000937)     ([ 9, 3]  0.001157)     ([ 9, 4]  0.001658)     ([ 9, 5]  0.001738) 
    ([ 1, 1]  0.001739)     ([ 1, 2]  0.001537)     ([ 1, 3]  0.000931)     ([ 1, 4]  0.000912)     ([ 1, 5]  0.000744) 
    ([ 2, 1]  0.001237)     ([ 2, 2]  0.000976)     ([ 2, 3]  0.001927)     ([ 2, 4]  0.000935)     ([ 2, 5]  0.001433) 
    ([ 3, 1]  0.001189)     ([ 3, 2]  0.000968)     ([ 3, 3]  0.002031)     ([ 3, 4]  0.002076)     ([ 3, 5]  0.001886) 
    ([ 4, 1]  0.001203)     ([ 4, 2]  0.001350)     ([ 4, 3]  0.001416)     ([ 4, 4]  0.001904)     ([ 4, 5]  0.001794) 
  }
  From:  (2, 4)  {
    ([ 9, 2]  0.002011)     ([ 9, 3]  0.001520)     ([ 9, 4]  0.001419)     ([ 9, 5]  0.002034)     ([ 9, 6]  0.001213) 
    ([ 1, 2]  0.000742)     ([ 1, 3]  0.001376)     ([ 1, 4]  0.001265)     ([ 1, 5]  0.001508)     ([ 1, 6]  0.000771) 
    ([ 2, 2]  0.000967)     ([ 2, 3]  0.001856)     ([ 2, 4]  0.001791)     ([ 2, 5]  0.001169)     ([ 2, 6]  0.001518) 
    ([ 3, 2]  0.001550)     ([ 3, 3]  0.001300)     ([ 3, 4]  0.001105)     ([ 3, 5]  0.000917)     ([ 3, 6]  0.000828) 
    ([ 4, 2]  0.000916)     ([ 4, 3]  0.001346)     ([ 4, 4]  0.001265)     ([ 4, 5]  0.002041)     ([ 4, 6]  0.001810) 
  }
  From:  (2, 5)  {
    ([ 9, 3]  0.001644)     ([ 9, 4]  0.000975)     ([ 9, 5]  0.001074)     ([ 9, 6]  0.000863)     ([ 9, 7]  0.001295) 
    ([ 1, 3]  0.001479)     ([ 1, 4]  0.001934)     ([ 1, 5]  0.001636)     ([ 1, 6]  0.001641)     ([ 1, 7]  0.001056) 
    ([ 2, 3]  0.000913)     ([ 2, 4]  0.001039)     ([ 2, 5]  0.000976)     ([ 2, 6]  0.000985)     ([ 2, 7]  0.000722) 
    ([ 3, 3]  0.001966)     ([ 3, 4]  0.001216)     ([ 3, 5]  0.000784)     ([ 3, 6]  0.001929)     ([ 3, 7]  0.000935) 
    ([ 4, 3]  0.001076)     ([ 4, 4]  0.001578)     ([ 4, 5]  0.002050)     ([ 4, 6]  0.001893)     ([ 4, 7]  0.001868) 
  }
  From:  (2, 6)  {
    ([ 9, 4]  0.001582)     ([ 9, 5]  0.000903)     ([ 9, 6]  0.001278)     ([ 9, 7]  0.001919)     ([ 9, 8]  0.000937) 
    ([ 1, 4]  0.001504)     ([ 1, 5]  0.000755)     ([ 1, 6]  0.001449)     ([ 1, 7]  0.001696)     ([ 1, 8]  0.001944) 
    ([ 2, 4]  0.001546)     ([ 2, 5]  0.000944)     ([ 2, 6]  0.001775)     ([ 2, 7]  0.000862)     ([ 2, 8]  0.001625) 
    ([ 3, 4]  0.000983)     ([ 3, 5]  0.001434)     ([ 3, 6]  0.001933)     ([ 3, 7]  0.002088)     ([ 3, 8]  0.000727) 
    ([ 4, 4]  0.001477)     ([ 4, 5]  0.002097)     ([ 4, 6]  0.001980)     ([ 4, 7]  0.001938)     ([ 4, 8]  0.001260) 
  }
  From:  (2, 7)  {
    ([ 9, 5]  0.000732)     ([ 9, 6]  0.001290)     ([ 9, 7]  0.000712)     ([ 9, 8]  0.001046)     ([ 9, 9]  0.001949) 
    ([ 1, 5]  0.001357)     ([ 1, 6]  0.000835)     ([ 1, 7]  0.000923)     ([ 1, 8]  0.001175)     ([ 1, 9]  0.000967) 
    ([ 2, 5]  0.000725)     ([ 2, 6]  0.001109)     ([ 2, 7]  0.001258)     ([ 2, 8]  0.001548)     ([ 2, 9]  0.001081) 
    ([ 3, 5]  0.001176)     ([ 3, 6]  0.001975)     ([ 3, 7]  0.001278)     ([ 3, 8]  0.001333)     ([ 3, 9]  0.000703) 
    ([ 4, 5]  0.001589)     ([ 4, 6]  0.001826)     ([ 4, 7]  0.002042)     ([ 4, 8]  0.001544)     ([ 4, 9]  0.001074) 
  }
  From:  (2, 8)  {
    ([ 9, 6]  0.001876)     ([ 9, 7]  0.001818)     ([ 9, 8]  0.000898)     ([ 9, 9]  0.001212)     ([ 9, 1]  0.001853) 
    ([ 1, 6]  0.001315)     ([ 1, 7]  0.002003)     ([ 1, 8]  0.002078)     ([ 1, 9]  0.001083)     ([ 1, 1]  0.001130) 
    ([ 2, 6]  0.001674)     ([ 2, 7]  0.001491)     ([ 2, 8]  0.001481)     ([ 2, 9]  0.001731)     ([ 2, 1]  0.001342) 
    ([ 3, 6]  0.001388)     ([ 3, 7]  0.002085)     ([ 3, 8]  0.001900)     ([ 3, 9]  0.001804)     ([ 3, 1]  0.001452) 
    ([ 4, 6]  0.000967)     ([ 4, 7]  0.000939)     ([ 4, 8]  0.000751)     ([ 4, 9]  0.001182)     ([ 4, 1]  0.001867) 
  }
  From:  (2, 9)  {
    ([ 9, 7]  0.001159)     ([ 9, 8]  0.002064)     ([ 9, 9]  0.002051)     ([ 9, 1]  0.001339)     ([ 9, 2]  0.002008) 
    ([ 1, 7]  0.001916)     ([ 1, 8]  0.001348)     ([ 1, 9]  0.001951)     ([ 1, 1]  0.000758)     ([ 1, 2]  0.001229) 
    ([ 2, 7]  0.001440)     ([ 2, 8]  0.000729)     ([ 2, 9]  0.001199)     ([ 2, 1]  0.001869)     ([ 2, 2]  0.000836) 
    ([ 3, 7]  0.001984)     ([ 3, 8]  0.000828)     ([ 3, 9]  0.001267)     ([ 3, 1]  0.002052)     ([ 3, 2]  0.001092) 
    ([ 4, 7]  0.001841)     ([ 4, 8]  0.001165)     ([ 4, 9]  0.001419)     ([ 4, 1]  0.001925)     ([ 4, 2]  0.001578) 
  }
  From:  (3, 1)  {
    ([ 1, 8]  0.002087)     ([ 1, 9]  0.001680)     ([ 1, 1]  0.000852)     ([ 1, 2]  0.001356)     ([ 1, 3]  0.001731) 
    ([ 2, 8]  0.001633)     ([ 2, 9]  0.001170)     ([ 2, 1]  0.001266)     ([ 2, 2]  0.001562)     ([ 2, 3]  0.001300) 
    ([ 3, 8]  0.001177)     ([ 3, 9]  0.001080)     ([ 3, 1]  0.001879)     ([ 3, 2]  0.001185)     ([ 3, 3]  0.001492) 
    ([ 4, 8]  0.000949)     ([ 4, 9]  0.001487)     ([ 4, 1]  0.001088)     ([ 4, 2]  0.000728)     ([ 4, 3]  0.002022) 
    ([ 5, 8]  0.001904)     ([ 5, 9]  0.001508)     ([ 5, 1]  0.001404)     ([ 5, 2]  0.001739)     ([ 5, 3]  0.000868) 
  }
  From:  (3, 2)  {
    ([ 1, 9]  0.001297)     ([ 1, 1]  0.001692)     ([ 1, 2]  0.001895)     ([ 1, 3]  0.001874)     ([ 1, 4]  0.001037) 
    ([ 2, 9]  0.000740)     ([ 2, 1]  0.001670)     ([ 2, 2]  0.001738)     ([ 2, 3]  0.001142)     ([ 2, 4]  0.001233) 
    ([ 3, 9]  0.002076)     ([ 3, 1]  0.001523)     ([ 3, 2]  0.000996)     ([ 3, 3]  0.000959)     ([ 3, 4]  0.001016) 
    ([ 4, 9]  0.001168)     ([ 4, 1]  0.001847)     ([ 4, 2]  0.001675)     ([ 4, 3]  0.001332)     ([ 4, 4]  0.001365) 
    ([ 5, 9]  0.001373)     ([ 5, 1]  0.001061)     ([ 5, 2]  0.001449)     ([ 5, 3]  0.000973)     ([ 5, 4]  0.000723) 
  }
  From:  (3, 3)  {
    ([ 1, 1]  0.001652)     ([ 1, 2]  0.001048)     ([ 1, 3]  0.001641)     ([ 1, 4]  0.000753)     ([ 1, 5]  0.001929) 
    ([ 2, 1]  0.001583)     ([ 2, 2]  0.001102)     ([ 2, 3]  0.001306)     ([ 2, 4]  0.000837)     ([ 2, 5]  0.000910) 
    ([ 3, 1]  0.001691)     ([ 3, 2]  0.001415)     ([ 3, 3]  0.001479)     ([ 3, 4]  0.001604)     ([ 3, 5]  0.001882) 
    ([ 4, 1]  0.001943)     ([ 4, 2]  0.000795)     ([ 4, 3]  0.002082)     ([ 4, 4]  0.001295)     ([ 4, 5]  0.001839) 
    ([ 5, 1]  0.001135)     ([ 5, 2]  0.002008)     ([ 5, 3]  0.001429)     ([ 5, 4]  0.001157)     ([ 5, 5]  0.001648) 
  }
  From:  (3, 4)  {
    ([ 1, 2]  0.001722)     ([ 1, 3]  0.001669)     ([ 1, 4]  0.001135)     ([ 1, 5]  0.001110)     ([ 1, 6]  0.001470) 
    ([ 2, 2]  0.001476)     ([ 2, 3]  0.001055)     ([ 2, 4]  0.001627)     ([ 2, 5]  0.000772)     ([ 2, 6]  0.001341) 
    ([ 3, 2]  0.001059)     ([ 3, 3]  0.001514)     ([ 3, 4]  0.001956)     ([ 3, 5]  0.001655)     ([ 3, 6]  0.001635) 
    ([ 4, 2]  0.001279)     ([ 4, 3]  0.001177)     ([ 4, 4]  0.000707)     ([ 4, 5]  0.001391)     ([ 4, 6]  0.001458) 
    ([ 5, 2]  0.001597)     ([ 5, 3]  0.001758)     ([ 5, 4]  0.001553)     ([ 5, 5]  0.001902)     ([ 5, 6]  0.001170) 
  }
  From:  (3, 5)  {
    ([ 1, 3]  0.001399)     ([ 1, 4]  0.001673)     ([ 1, 5]  0.001291)     ([ 1, 6]  0.000949)     ([ 1, 7]  0.001131) 
    ([ 2, 3]  0.001683)     ([ 2, 4]  0.000701)     ([ 2, 5]  0.001857)     ([ 2, 6]  0.000948)     ([ 2, 7]  0.001575) 
    ([ 3, 3]  0.000831)     ([ 3, 4]  0.001046)     ([ 3, 5]  0.001419)     ([ 3, 6]  0.001162)     ([ 3, 7]  0.000901) 
    ([ 4, 3]  0.000872)     ([ 4, 4]  0.001786)     ([ 4, 5]  0.000963)     ([ 4, 6]  0.000823)     ([ 4, 7]  0.001379) 
    ([ 5, 3]  0.001117)     ([ 5, 4]  0.001138)     ([ 5, 5]  0.000841)     ([ 5, 6]  0.001001)     ([ 5, 7]  0.000763) 
  }
  From:  (3, 6)  {
    ([ 1, 4]  0.001077)     ([ 1, 5]  0.001195)     ([ 1, 6]  0.002096)     ([ 1, 7]  0.001448)     ([ 1, 8]  0.001007) 
    ([ 2, 4]  0.001973)     ([ 2, 5]  0.001875)     ([ 2, 6]  0.001336)     ([ 2, 7]  0.001559)     ([ 2, 8]  0.001234) 
    ([ 3, 4]  0.001072)     ([ 3, 5]  0.001514)     ([ 3, 6]  0.001667)     ([ 3, 7]  0.001887)     ([ 3, 8]  0.001912) 
    ([ 4, 4]  0.001284)     ([ 4, 5]  0.001055)     ([ 4, 6]  0.001558)     ([ 4, 7]  0.002034)     ([ 4, 8]  0.001560) 
    ([ 5, 4]  0.001275)     ([ 5, 5]  0.001790)     ([ 5, 6]  0.001711)     ([ 5, 7]  0.001625)     ([ 5, 8]  0.001032) 
  }
  From:  (3, 7)  {
    ([ 1, 5]  0.001119)     ([ 1, 6]  0.001293)     ([ 1, 7]  0.001368)     ([ 1, 8]  0.001529)     ([ 1, 9]  0.000858) 
    ([ 2, 5]  0.001789)     ([ 2, 6]  0.001482)     ([ 2, 7]  0.001622)     ([ 2, 8]  0.000982)     ([ 2, 9]  0.000759) 
    ([ 3, 5]  0.000748)     ([ 3, 6]  0.000862)     ([ 3, 7]  0.001998)     ([ 3, 8]  0.001951)     ([ 3, 9]  0.001475) 
    ([ 4, 5]  0.001048)     ([ 4, 6]  0.001842)     ([ 4, 7]  0.001509)     ([ 4, 8]  0.001033)     ([ 4, 9]  0.001678) 
    ([ 5, 5]  0.000720)     ([ 5, 6]  0.001486)     ([ 5, 7]  0.002087)     ([ 5, 8]  0.000737)     ([ 5, 9]  0.000724) 
  }
  From:  (3, 8)  {
    ([ 1, 6]  0.001073)     ([ 1, 7]  0.001241)     ([ 1, 8]  0.001704)     ([ 1, 9]  0.001977)     ([ 1, 1]  0.001188) 
    ([ 2, 6]  0.002066)     ([ 2, 7]  0.001778)     ([ 2, 8]  0.001103)     ([ 2, 9]  0.001200)     ([ 2, 1]  0.001114) 
    ([ 3, 6]  0.001501)     ([ 3, 7]  0.000961)     ([ 3, 8]  0.001489)     ([ 3, 9]  0.000849)     ([ 3, 1]  0.001120) 
    ([ 4, 6]  0.002015)     ([ 4, 7]  0.000984)     ([ 4, 8]  0.001196)     ([ 4, 9]  0.001700)     ([ 4, 1]  0.001410) 
    ([ 5, 6]  0.001193)     ([ 5, 7]  0.000925)     ([ 5, 8]  0.001882)     ([ 5, 9]  0.002088)     ([ 5, 1]  0.001010) 
  }
  From:  (3, 9)  {
    ([ 1, 7]  0.001668)     ([ 1, 8]  0.001700)     ([ 1, 9]  0.001127)     ([ 1, 1]  0.001623)     ([ 1, 2]  0.000848) 
    ([ 2, 7]  0.002065)     ([ 2, 8]  0.001559)     ([ 2, 9]  0.001093)     ([ 2, 1]  0.001990)     ([ 2, 2]  0.000717) 
    ([ 3, 7]  0.000753)     ([ 3, 8]  0.001742)     ([ 3, 9]  0.000721)     ([ 3, 1]  0.001937)     ([ 3, 2]  0.001106) 
    ([ 4, 7]  0.001164)     ([ 4, 8]  0.000976)     ([ 4, 9]  0.000996)     ([ 4, 1]  0.001205)     ([ 4, 2]  0.000979) 
    ([ 5, 7]  0.001742)     ([ 5, 8]  0.002075)     ([ 5, 9]  0.000872)     ([ 5, 1]  0.001196)     ([ 5, 2]  0.001447) 
  }
  From:  (4, 1)  {
    ([ 2, 8]  0.000783)     ([ 2, 9]  0.001711)     ([ 2, 1]  0.001618)     ([ 2, 2]  0.001348)     ([ 2, 3]  0.000844) 
    ([ 3, 8]  0.001998)     ([ 3, 9]  0.002013)     ([ 3, 1]  0.001588)     ([ 3, 2]  0.001383)     ([ 3, 3]  0.000965) 
    ([ 4, 8]  0.001570)     ([ 4, 9]  0.001254)     ([ 4, 1]  0.001802)     ([ 4, 2]  0.000746)     ([ 4, 3]  0.000771) 
    ([ 5, 8]  0.001669)     ([ 5, 9]  0.001171)     ([ 5, 1]  0.001422)     ([ 5, 2]  0.000896)     ([ 5, 3]  0.001198) 
    ([ 6, 8]  0.001287)     ([ 6, 9]  0.002031)     ([ 6, 1]  0.001851)     ([ 6, 2]  0.001927)     ([ 6, 3]  0.001615) 
  }
  From:  (4, 2)  {
    ([ 2, 9]  0.001760)     ([ 2, 1]  0.001006)     ([ 2, 2]  0.002014)     ([ 2, 3]  0.001005)     ([ 2, 4]  0.001143) 
    ([ 3, 9]  0.001276)     ([ 3, 1]  0.001395)     ([ 3, 2]  0.001660)     ([ 3, 3]  0.002041)     ([ 3, 4]  0.000987) 
    ([ 4, 9]  0.001333)     ([ 4, 1]  0.001156)     ([ 4, 2]  0.001771)     ([ 4, 3]  0.001063)     ([ 4, 4]  0.000767) 
    ([ 5, 9]  0.002026)     ([ 5, 1]  0.001676)     ([ 5, 2]  0.001496)     ([ 5, 3]  0.002032)     ([ 5, 4]  0.001416) 
    ([ 6, 9]  0.001623)     ([ 6, 1]  0.001139)     ([ 6, 2]  0.001573)     ([ 6, 3]  0.002092)     ([ 6, 4]  0.001440) 
  }
  From:  (4, 3)  {
    ([ 2, 1]  0.001768)     ([ 2, 2]  0.002044)     ([ 2, 3]  0.001029)     ([ 2, 4]  0.001840)     ([ 2, 5]  0.000730) 
    ([ 3, 1]  0.001277)     ([ 3, 2]  0.001792)     ([ 3, 3]  0.001543)     ([ 3, 4]  0.000874)     ([ 3, 5]  0.001723) 
    ([ 4, 1]  0.000812)     ([ 4, 2]  0.001603)     ([ 4, 3]  0.000947)     ([ 4, 4]  0.001050)     ([ 4, 5]  0.001715) 
    ([ 5, 1]  0.002099)     ([ 5, 2]  0.002082)     ([ 5, 3]  0.000910)     ([ 5, 4]  0.001824)     ([ 5, 5]  0.001244) 
    ([ 6, 1]  0.001984)     ([ 6, 2]  0.001337)     ([ 6, 3]  0.001926)     ([ 6, 4]  0.001496)     ([ 6, 5]  0.001351) 
  }
  From:  (4, 4)  {
    ([ 2, 2]  0.001567)     ([ 2, 3]  0.001415)     ([ 2, 4]  0.001138)     ([ 2, 5]  0.001342)     ([ 2, 6]  0.001283) 
    ([ 3, 2]  0.001804)     ([ 3, 3]  0.001116)     ([ 3, 4]  0.001514)     ([ 3, 5]  0.001441)     ([ 3, 6]  0.001702) 
    ([ 4, 2]  0.000796)     ([ 4, 3]  0.001210)     ([ 4, 4]  0.001614)     ([ 4, 5]  0.000709)     ([ 4, 6]  0.001399) 
    ([ 5, 2]  0.001685)     ([ 5, 3]  0.000917)     ([ 5, 4]  0.001084)     ([ 5, 5]  0.001545)     ([ 5, 6]  0.001304) 
    ([ 6, 2]  0.001162)     ([ 6, 3]  0.001079)     ([ 6, 4]  0.001214)     ([ 6, 5]  0.001337)     ([ 6, 6]  0.000822) 
  }
  From:  (4, 5)  {
    ([ 2, 3]  0.001340)     ([ 2, 4]  0.001105)     ([ 2, 5]  0.001398)     ([ 2, 6]  0.001312)     ([ 2, 7]  0.001865) 
    ([ 3, 3]  0.001616)     ([ 3, 4]  0.001484)     ([ 3, 5]  0.001449)     ([ 3, 6]  0.001634)     ([ 3, 7]  0.000948) 
    ([ 4, 3]  0.001747)     ([ 4, 4]  0.000861)     ([ 4, 5]  0.001406)     ([ 4, 6]  0.001458)     ([ 4, 7]  0.001136) 
    ([ 5, 3]  0.000846)     ([ 5, 4]  0.001461)     ([ 5, 5]  0.001455)     ([ 5, 6]  0.001143)     ([ 5, 7]  0.001889) 
    ([ 6, 3]  0.001161)     ([ 6, 4]  0.002042)     ([ 6, 5]  0.001526)     ([ 6, 6]  0.001956)     ([ 6, 7]  0.001359) 
  }
  From:  (4, 6)  {
    ([ 2, 4]  0.000856)     ([ 2, 5]  0.001099)     ([ 2, 6]  0.001396)     ([ 2, 7]  0.002081)     ([ 2, 8]  0.001972) 
    ([ 3, 4]  0.001607)     ([ 3, 5]  0.000741)     ([ 3, 6]  0.001728)     ([ 3, 7]  0.001661)     ([ 3, 8]  0.001196) 
    ([ 4, 4]  0.001240)     ([ 4, 5]  0.001154)     ([ 4, 6]  0.001490)     ([ 4, 7]  0.000806)     ([ 4, 8]  0.001983) 
    ([ 5, 4]  0.001869)     ([ 5, 5]  0.002074)     ([ 5, 6]  0.001797)     ([ 5, 7]  0.002007)     ([ 5, 8]  0.001606) 
    ([ 6, 4]  0.000968)     ([ 6, 5]  0.001627)     ([ 6, 6]  0.001990)     ([ 6, 7]  0.001699)     ([ 6, 8]  0.002003) 
  }
  From:  (4, 7)  {
    ([ 2, 5]  0.001263)     ([ 2, 6]  0.001452)     ([ 2, 7]  0.001573)     ([ 2, 8]  0.000931)     ([ 2, 9]  0.000808) 
    ([ 3, 5]  0.001004)     ([ 3, 6]  0.001939)     ([ 3, 7]  0.001842)     ([ 3, 8]  0.001769)     ([ 3, 9]  0.001657) 
    ([ 4, 5]  0.002050)     ([ 4, 6]  0.001579)     ([ 4, 7]  0.001501)     ([ 4, 8]  0.002040)     ([ 4, 9]  0.001743) 
    ([ 5, 5]  0.001950)     ([ 5, 6]  0.001756)     ([ 5, 7]  0.001422)     ([ 5, 8]  0.001027)     ([ 5, 9]  0.001494) 
    ([ 6, 5]  0.000900)     ([ 6, 6]  0.000846)     ([ 6, 7]  0.001465)     ([ 6, 8]  0.001305)     ([ 6, 9]  0.001022) 
  }
  From:  (4, 8)  {
    ([ 2, 6]  0.001150)     ([ 2, 7]  0.001296)     ([ 2, 8]  0.001192)     ([ 2, 9]  0.001879)     ([ 2, 1]  0.001415) 
    ([ 3, 6]  0.001820)     ([ 3, 7]  0.001150)     ([ 3, 8]  0.001387)     ([ 3, 9]  0.001644)     ([ 3, 1]  0.000969) 
    ([ 4, 6]  0.000712)     ([ 4, 7]  0.000955)     ([ 4, 8]  0.000852)     ([ 4, 9]  0.000844)     ([ 4, 1]  0.001612) 
    ([ 5, 6]  0.001626)     ([ 5, 7]  0.000964)     ([ 5, 8]  0.001875)     ([ 5, 9]  0.001792)     ([ 5, 1]  0.001854) 
    ([ 6, 6]  0.001107)     ([ 6, 7]  0.001619)     ([ 6, 8]  0.002013)     ([ 6, 9]  0.001117)     ([ 6, 1]  0.000870) 
  }
  From:  (4, 9)  {
    ([ 2, 7]  0.001378)     ([ 2, 8]  0.001735)     ([ 2, 9]  0.002091)     ([ 2, 1]  0.001890)     ([ 2, 2]  0.002050) 
    ([ 3, 7]  0.001950)     ([ 3, 8]  0.001796)     ([ 3, 9]  0.001105)     ([ 3, 1]  0.002087)     ([ 3, 2]  0.001411) 
    ([ 4, 7]  0.001129)     ([ 4, 8]  0.000773)     ([ 4, 9]  0.001363)     ([ 4, 1]  0.001968)     ([ 4, 2]  0.001154) 
    ([ 5, 7]  0.000730)     ([ 5, 8]  0.001490)     ([ 5, 9]  0.001194)     ([ 5, 1]  0.002043)     ([ 5, 2]  0.001702) 
    ([ 6, 7]  0.000931)     ([ 6, 8]  0.001601)     ([ 6, 9]  0.001581)     ([ 6, 1]  0.000876)     ([ 6, 2]  0.000906) 
  }
  From:  (5, 1)  {
    ([ 3, 8]  0.000983)     ([ 3, 9]  0.001357)     ([ 3, 1]  0.001217)     ([ 3, 2]  0.001169)     ([ 3, 3]  0.001302) 
    ([ 4, 8]  0.001495)     ([ 4, 9]  0.000824)     ([ 4, 1]  0.002059)     ([ 4, 2]  0.001213)     ([ 4, 3]  0.001255) 
    ([ 5, 8]  0.001900)     ([ 5, 9]  0.000819)     ([ 5, 1]  0.001139)     ([ 5, 2]  0.001242)     ([ 5, 3]  0.002069) 
    ([ 6, 8]  0.001980)     ([ 6, 9]  0.002096)     ([ 6, 1]  0.001762)     ([ 6, 2]  0.002067)     ([ 6, 3]  0.001075) 
    ([ 7, 8]  0.002082)     ([ 7, 9]  0.001125)     ([ 7, 1]  0.001787)     ([ 7, 2]  0.001457)     ([ 7, 3]  0.001492) 
  }
  From:  (5, 2)  {
    ([ 3, 9]  0.000791)     ([ 3, 1]  0.002100)     ([ 3, 2]  0.001946)     ([ 3, 3]  0.002049)     ([ 3, 4]  0.001436) 
    ([ 4, 9]  0.000866)     ([ 4, 1]  0.002007)     ([ 4, 2]  0.001965)     ([ 4, 3]  0.000929)     ([ 4, 4]  0.000948) 
    ([ 5, 9]  0.001028)     ([ 5, 1]  0.001650)     ([ 5, 2]  0.000755)     ([ 5, 3]  0.001610)     ([ 5, 4]  0.001715) 
    ([ 6, 9]  0.001527)     ([ 6, 1]  0.001184)     ([ 6, 2]  0.001501)     ([ 6, 3]  0.000975)     ([ 6, 4]  0.001281) 
    ([ 7, 9]  0.001694)     ([ 7, 1]  0.001371)     ([ 7, 2]  0.002006)     ([ 7, 3]  0.001696)     ([ 7, 4]  0.001265) 
  }
  From:  (5, 3)  {
    ([ 3, 1]  0.001844)     ([ 3, 2]  0.001533)     ([ 3, 3]  0.001010)     ([ 3, 4]  0.001424)     ([ 3, 5]  0.001342) 
    ([ 4, 1]  0.001391)     ([ 4, 2]  0.001104)     ([ 4, 3]  0.001495)     ([ 4, 4]  0.001612)     ([ 4, 5]  0.001342) 
    ([ 5, 1]  0.001031)     ([ 5, 2]  0.000706)     ([ 5, 3]  0.001046)     ([ 5, 4]  0.001566)     ([ 5, 5]  0.001964) 
    ([ 6, 1]  0.001447)     ([ 6, 2]  0.001154)     ([ 6, 3]  0.001459)     ([ 6, 4]  0.000785)     ([ 6, 5]  0.001033) 
    ([ 7, 1]  0.001252)     ([ 7, 2]  0.001184)     ([ 7, 3]  0.001133)     ([ 7, 4]  0.000704)     ([ 7, 5]  0.001012) 
  }
  From:  (5, 4)  {
    ([ 3, 2]  0.001510)     ([ 3, 3]  0.000859)     ([ 3, 4]  0.001899)     ([ 3, 5]  0.001975)     ([ 3, 6]  0.001996) 
    ([ 4, 2]  0.000791)     ([ 4, 3]  0.001325)     ([ 4, 4]  0.001141)     ([ 4, 5]  0.000719)     ([ 4, 6]  0.000857) 
    ([ 5, 2]  0.000739)     ([ 5, 3]  0.000761)     ([ 5, 4]  0.001979)     ([ 5, 5]  0.001349)     ([ 5, 6]  0.000722) 
    ([ 6, 2]  0.001060)     ([ 6, 3]  0.001035)     ([ 6, 4]  0.000831)     ([ 6, 5]  0.001213)     ([ 6, 6]  0.001041) 
    ([ 7, 2]  0.000843)     ([ 7, 3]  0.001136)     ([ 7, 4]  0.001821)     ([ 7, 5]  0.001076)     ([ 7, 6]  0.001496) 
  }
  From:  (5, 5)  {
    ([ 3, 3]  0.001594)     ([ 3, 4]  0.000900)     ([ 3, 5]  0.001440)     ([ 3, 6]  0.001633)     ([ 3, 7]  0.001159) 
    ([ 4, 3]  0.001931)     ([ 4, 4]  0.000851)     ([ 4, 5]  0.001343)     ([ 4, 6]  0.000992)     ([ 4, 7]  0.001182) 
    ([ 5, 3]  0.001725)     ([ 5, 4]  0.000916)     ([ 5, 5]  0.000984)     ([ 5, 6]  0.001881)     ([ 5, 7]  0.001774) 
    ([ 6, 3]  0.001743)     ([ 6, 4]  0.001749)     ([ 6, 5]  0.001260)     ([ 6, 6]  0.001183)     ([ 6, 7]  0.000991) 
    ([ 7, 3]  0.001551)     ([ 7, 4]  0.001744)     ([ 7, 5]  0.001702)     ([ 7, 6]  0.001918)     ([ 7, 7]  0.002074) 
  }
  From:  (5, 6)  {
    ([ 3, 4]  0.001609)     ([ 3, 5]  0.002016)     ([ 3, 6]  0.000880)     ([ 3, 7]  0.001645)     ([ 3, 8]  0.001620) 
    ([ 4, 4]  0.001819)     ([ 4, 5]  0.001241)     ([ 4, 6]  0.000743)     ([ 4, 7]  0.001891)     ([ 4, 8]  0.001237) 
    ([ 5, 4]  0.001651)     ([ 5, 5]  0.001757)     ([ 5, 6]  0.001092)     ([ 5, 7]  0.000896)     ([ 5, 8]  0.001004) 
    ([ 6, 4]  0.001131)     ([ 6, 5]  0.001145)     ([ 6, 6]  0.001148)     ([ 6, 7]  0.001747)     ([ 6, 8]  0.001353) 
    ([ 7, 4]  0.001126)     ([ 7, 5]  0.001589)     ([ 7, 6]  0.001314)     ([ 7, 7]  0.001829)     ([ 7, 8]  0.001379) 
  }
  From:  (5, 7)  {
    ([ 3, 5]  0.001610)     ([ 3, 6]  0.001748)     ([ 3, 7]  0.001170)     ([ 3, 8]  0.001332)     ([ 3, 9]  0.001960) 
    ([ 4, 5]  0.001518)     ([ 4, 6]  0.001003)     ([ 4, 7]  0.002063)     ([ 4, 8]  0.002049)     ([ 4, 9]  0.001951) 
    ([ 5, 5]  0.001479)     ([ 5, 6]  0.001249)     ([ 5, 7]  0.001766)     ([ 5, 8]  0.001716)     ([ 5, 9]  0.001437) 
    ([ 6, 5]  0.001367)     ([ 6, 6]  0.000941)     ([ 6, 7]  0.001694)     ([ 6, 8]  0.001618)     ([ 6, 9]  0.002084) 
    ([ 7, 5]  0.001587)     ([ 7, 6]  0.001873)     ([ 7, 7]  0.000716)     ([ 7, 8]  0.000733)     ([ 7, 9]  0.001805) 
  }
  From:  (5, 8)  {
    ([ 3, 6]  0.001309)     ([ 3, 7]  0.000842)     ([ 3, 8]  0.001459)     ([ 3, 9]  0.001247)     ([ 3, 1]  0.000968) 
    ([ 4, 6]  0.001795)     ([ 4, 7]  0.001334)     ([ 4, 8]  0.001541)     ([ 4, 9]  0.000937)     ([ 4, 1]  0.000892) 
    ([ 5, 6]  0.002090)     ([ 5, 7]  0.001504)     ([ 5, 8]  0.001812)     ([ 5, 9]  0.001105)     ([ 5, 1]  0.000895) 
    ([ 6, 6]  0.001655)     ([ 6, 7]  0.001970)     ([ 6, 8]  0.001227)     ([ 6, 9]  0.001077)     ([ 6, 1]  0.000744) 
    ([ 7, 6]  0.000863)     ([ 7, 7]  0.001338)     ([ 7, 8]  0.001139)     ([ 7, 9]  0.000701)     ([ 7, 1]  0.001873) 
  }
  From:  (5, 9)  {
    ([ 3, 7]  0.002029)     ([ 3, 8]  0.000994)     ([ 3, 9]  0.001181)     ([ 3, 1]  0.001561)     ([ 3, 2]  0.001176) 
    ([ 4, 7]  0.001435)     ([ 4, 8]  0.000787)     ([ 4, 9]  0.001447)     ([ 4, 1]  0.001012)     ([ 4, 2]  0.001785) 
    ([ 5, 7]  0.001575)     ([ 5, 8]  0.001835)     ([ 5, 9]  0.001390)     ([ 5, 1]  0.000803)     ([ 5, 2]  0.001165) 
    ([ 6, 7]  0.001980)     ([ 6, 8]  0.001255)     ([ 6, 9]  0.001349)     ([ 6, 1]  0.001482)     ([ 6, 2]  0.001982) 
    ([ 7, 7]  0.001289)     ([ 7, 8]  0.001356)     ([ 7, 9]  0.001264)     ([ 7, 1]  0.000844)     ([ 7, 2]  0.001396) 
  }
  From:  (6, 1)  {
    ([ 4, 8]  0.000908)     ([ 4, 9]  0.001751)     ([ 4, 1]  0.001084)     ([ 4, 2]  0.001831)     ([ 4, 3]  0.001040) 
    ([ 5, 8]  0.000877)     ([ 5, 9]  0.001499)     ([ 5, 1]  0.001480)     ([ 5, 2]  0.001754)     ([ 5, 3]  0.001762) 
    ([ 6, 8]  0.000850)     ([ 6, 9]  0.001283)     ([ 6, 1]  0.001647)     ([ 6, 2]  0.000965)     ([ 6, 3]  0.000957) 
    ([ 7, 8]  0.000735)     ([ 7, 9]  0.001367)     ([ 7, 1]  0.001254)     ([ 7, 2]  0.001167)     ([ 7, 3]  0.001844) 
    ([ 8, 8]  0.001049)     ([ 8, 9]  0.001891)     ([ 8, 1]  0.000749)     ([ 8, 2]  0.001644)     ([ 8, 3]  0.001401) 
  }
  From:  (6, 2)  {
    ([ 4, 9]  0.000903)     ([ 4, 1]  0.001331)     ([ 4, 2]  0.001217)     ([ 4, 3]  0.001959)     ([ 4, 4]  0.001842) 
    ([ 5, 9]  0.000976)     ([ 5, 1]  0.001484)     ([ 5, 2]  0.001213)     ([ 5, 3]  0.001814)     ([ 5, 4]  0.001747) 
    ([ 6, 9]  0.000839)     ([ 6, 1]  0.001240)     ([ 6, 2]  0.001352)     ([ 6, 3]  0.001774)     ([ 6, 4]  0.001827) 
    ([ 7, 9]  0.001362)     ([ 7, 1]  0.001596)     ([ 7, 2]  0.001178)     ([ 7, 3]  0.001257)     ([ 7, 4]  0.001173) 
    ([ 8, 9]  0.001995)     ([ 8, 1]  0.001864)     ([ 8, 2]  0.001042)     ([ 8, 3]  0.001228)     ([ 8, 4]  0.001866) 
  }
  From:  (6, 3)  {
    ([ 4, 1]  0.001810)     ([ 4, 2]  0.001664)     ([ 4, 3]  0.001819)     ([ 4, 4]  0.001643)     ([ 4, 5]  0.001035) 
    ([ 5, 1]  0.001012)     ([ 5, 2]  0.001889)     ([ 5, 3]  0.001764)     ([ 5, 4]  0.001139)     ([ 5, 5]  0.001380) 
    ([ 6, 1]  0.001167)     ([ 6, 2]  0.001669)     ([ 6, 3]  0.001124)     ([ 6, 4]  0.000805)     ([ 6, 5]  0.001905) 
    ([ 7, 1]  0.001416)     ([ 7, 2]  0.001833)     ([ 7, 3]  0.001388)     ([ 7, 4]  0.000719)     ([ 7, 5]  0.001197) 
    ([ 8, 1]  0.001832)     ([ 8, 2]  0.000799)     ([ 8, 3]  0.002044)     ([ 8, 4]  0.001833)     ([ 8, 5]  0.001072) 
  }
  From:  (6, 4)  {
    ([ 4, 2]  0.001616)     ([ 4, 3]  0.001890)     ([ 4, 4]  0.001462)     ([ 4, 5]  0.002056)     ([ 4, 6]  0.001921) 
    ([ 5, 2]  0.001701)     ([ 5, 3]  0.002086)     ([ 5, 4]  0.001026)     ([ 5, 5]  0.001173)     ([ 5, 6]  0.001383) 
    ([ 6, 2]  0.001689)     ([ 6, 3]  0.000964)     ([ 6, 4]  0.001778)     ([ 6, 5]  0.000949)     ([ 6, 6]  0.001935) 
    ([ 7, 2]  0.001276)     ([ 7, 3]  0.000723)     ([ 7, 4]  0.001022)     ([ 7, 5]  0.001861)     ([ 7, 6]  0.001799) 
    ([ 8, 2]  0.001055)     ([ 8, 3]  0.001464)     ([ 8, 4]  0.001661)     ([ 8, 5]  0.001529)     ([ 8, 6]  0.000921) 
  }
  From:  (6, 5)  {
    ([ 4, 3]  0.001689)     ([ 4, 4]  0.001480)     ([ 4, 5]  0.000732)     ([ 4, 6]  0.001657)     ([ 4, 7]  0.001366) 
    ([ 5, 3]  0.000969)     ([ 5, 4]  0.001335)     ([ 5, 5]  0.000981)     ([ 5, 6]  0.001750)     ([ 5, 7]  0.001984) 
    ([ 6, 3]  0.000859)     ([ 6, 4]  0.000858)     ([ 6, 5]  0.001732)     ([ 6, 6]  0.002025)     ([ 6, 7]  0.002069) 
    ([ 7, 3]  0.001802)     ([ 7, 4]  0.001134)     ([ 7, 5]  0.001238)     ([ 7, 6]  0.000765)     ([ 7, 7]  0.001449) 
    ([ 8, 3]  0.000896)     ([ 8, 4]  0.000988)     ([ 8, 5]  0.001366)     ([ 8, 6]  0.001629)     ([ 8, 7]  0.001328) 
  }
  From:  (6, 6)  {
    ([ 4, 4]  0.001049)     ([ 4, 5]  0.001226)     ([ 4, 6]  0.000839)     ([ 4, 7]  0.002013)     ([ 4, 8]  0.001792) 
    ([ 5, 4]  0.001383)     ([ 5, 5]  0.001966)     ([ 5, 6]  0.001759)     ([ 5, 7]  0.001428)     ([ 5, 8]  0.001200) 
    ([ 6, 4]  0.000805)     ([ 6, 5]  0.000902)     ([ 6, 6]  0.000848)     ([ 6, 7]  0.000785)     ([ 6, 8]  0.001226) 
    ([ 7, 4]  0.001742)     ([ 7, 5]  0.001857)     ([ 7, 6]  0.000772)     ([ 7, 7]  0.001543)     ([ 7, 8]  0.001330) 
    ([ 8, 4]  0.000926)     ([ 8, 5]  0.000904)     ([ 8, 6]  0.001531)     ([ 8, 7]  0.000731)     ([ 8, 8]  0.000767) 
  }
  From:  (6, 7)  {
    ([ 4, 5]  0.001084)     ([ 4, 6]  0.001414)     ([ 4, 7]  0.001662)     ([ 4, 8]  0.000779)     ([ 4, 9]  0.000889) 
    ([ 5, 5]  0.001243)     ([ 5, 6]  0.001182)     ([ 5, 7]  0.001597)     ([ 5, 8]  0.001444)     ([ 5, 9]  0.001739) 
    ([ 6, 5]  0.000746)     ([ 6, 6]  0.001261)     ([ 6, 7]  0.001800)     ([ 6, 8]  0.000752)     ([ 6, 9]  0.001862) 
    ([ 7, 5]  0.001944)     ([ 7, 6]  0.001122)     ([ 7, 7]  0.000947)     ([ 7, 8]  0.001241)     ([ 7, 9]  0.001820) 
    ([ 8, 5]  0.000737)     ([ 8, 6]  0.001786)     ([ 8, 7]  0.001996)     ([ 8, 8]  0.001460)     ([ 8, 9]  0.001138) 
  }
  From:  (6, 8)  {
    ([ 4, 6]  0.001908)     ([ 4, 7]  0.001567)     ([ 4, 8]  0.000806)     ([ 4, 9]  0.001285)     ([ 4, 1]  0.001876) 
    ([ 5, 6]  0.001994)     ([ 5, 7]  0.001516)     ([ 5, 8]  0.001655)     ([ 5, 9]  0.002070)     ([ 5, 1]  0.001589) 
    ([ 6, 6]  0.000778)     ([ 6, 7]  0.001053)     ([ 6, 8]  0.001350)     ([ 6, 9]  0.000861)     ([ 6, 1]  0.000784) 
    ([ 7, 6]  0.000762)     ([ 7, 7]  0.000738)     ([ 7, 8]  0.001305)     ([ 7, 9]  0.000748)     ([ 7, 1]  0.001486) 
    ([ 8, 6]  0.001370)     ([ 8, 7]  0.001918)     ([ 8, 8]  0.001064)     ([ 8, 9]  0.000782)     ([ 8, 1]  0.000797) 
  }
  From:  (6, 9)  {
    ([ 4, 7]  0.001559)     ([ 4, 8]  0.001045)     ([ 4, 9]  0.001438)     ([ 4, 1]  0.001303)     ([ 4, 2]  0.001041) 
    ([ 5, 7]  0.001602)     ([ 5, 8]  0.001983)     ([ 5, 9]  0.000727)     ([ 5, 1]  0.000734)     ([ 5, 2]  0.002047) 
    ([ 6, 7]  0.000773)     ([ 6, 8]  0.001234)     ([ 6, 9]  0.001951)     ([ 6, 1]  0.001122)     ([ 6, 2]  0.001714) 
    ([ 7, 7]  0.001112)     ([ 7, 8]  0.001362)     ([ 7, 9]  0.000750)     ([ 7, 1]  0.001394)     ([ 7, 2]  0.001803) 
    ([ 8, 7]  0.001251)     ([ 8, 8]  0.001924)     ([ 8, 9]  0.001964)     ([ 8, 1]  0.001189)     ([ 8, 2]  0.001704) 
  }
  From:  (7, 1)  {
    ([ 5, 8]  0.000726)     ([ 5, 9]  0.001853)     ([ 5, 1]  0.000893)     ([ 5, 2]  0.001059)     ([ 5, 3]  0.000972) 
    ([ 6, 8]  0.002061)     ([ 6, 9]  0.001938)     ([ 6, 1]  0.000927)     ([ 6, 2]  0.000953)     ([ 6, 3]  0.001657) 
    ([ 7, 8]  0.001037)     ([ 7, 9]  0.001016)     ([ 7, 1]  0.000822)     ([ 7, 2]  0.001188)     ([ 7, 3]  0.001764) 
    ([ 8, 8]  0.002039)     ([ 8, 9]  0.000747)     ([ 8, 1]  0.000917)     ([ 8, 2]  0.001170)     ([ 8, 3]  0.001630) 
    ([ 9, 8]  0.000808)     ([ 9, 9]  0.000767)     ([ 9, 1]  0.001965)     ([ 9, 2]  0.001304)     ([ 9, 3]  0.000989) 
  }
  From:  (7, 2)  {
    ([ 5, 9]  0.000945)     ([ 5, 1]  0.001303)     ([ 5, 2]  0.000831)     ([ 5, 3]  0.002044)     ([ 5, 4]  0.001264) 
    ([ 6, 9]  0.001740)     ([ 6, 1]  0.000806)     ([ 6, 2]  0.001786)     ([ 6, 3]  0.001962)     ([ 6, 4]  0.001440) 
    ([ 7, 9]  0.000996)     ([ 7, 1]  0.001364)     ([ 7, 2]  0.000971)     ([ 7, 3]  0.002033)     ([ 7, 4]  0.001377) 
    ([ 8, 9]  0.001246)     ([ 8, 1]  0.001417)     ([ 8, 2]  0.001612)     ([ 8, 3]  0.002023)     ([ 8, 4]  0.001440) 
    ([ 9, 9]  0.001824)     ([ 9, 1]  0.001469)     ([ 9, 2]  0.002058)     ([ 9, 3]  0.001803)     ([ 9, 4]  0.000967) 
  }
  From:  (7, 3)  {
    ([ 5, 1]  0.001860)     ([ 5, 2]  0.001206)     ([ 5, 3]  0.001717)     ([ 5, 4]  0.001108)     ([ 5, 5]  0.001569) 
    ([ 6, 1]  0.001811)     ([ 6, 2]  0.001494)     ([ 6, 3]  0.001142)     ([ 6, 4]  0.001325)     ([ 6, 5]  0.001405) 
    ([ 7, 1]  0.000906)     ([ 7, 2]  0.001407)     ([ 7, 3]  0.001003)     ([ 7, 4]  0.000951)     ([ 7, 5]  0.001099) 
    ([ 8, 1]  0.000826)     ([ 8, 2]  0.001589)     ([ 8, 3]  0.001344)     ([ 8, 4]  0.001554)     ([ 8, 5]  0.001551) 
    ([ 9, 1]  0.000981)     ([ 9, 2]  0.001515)     ([ 9, 3]  0.001054)     ([ 9, 4]  0.000882)     ([ 9, 5]  0.001522) 
  }
  From:  (7, 4)  {
    ([ 5, 2]  0.001038)     ([ 5, 3]  0.001953)     ([ 5, 4]  0.001627)     ([ 5, 5]  0.000823)     ([ 5, 6]  0.001937) 
    ([ 6, 2]  0.001565)     ([ 6, 3]  0.001756)     ([ 6, 4]  0.002078)     ([ 6, 5]  0.001098)     ([ 6, 6]  0.001604) 
    ([ 7, 2]  0.000884)     ([ 7, 3]  0.000910)     ([ 7, 4]  0.001340)     ([ 7, 5]  0.001505)     ([ 7, 6]  0.002086) 
    ([ 8, 2]  0.001997)     ([ 8, 3]  0.001585)     ([ 8, 4]  0.001984)     ([ 8, 5]  0.001328)     ([ 8, 6]  0.001178) 
    ([ 9, 2]  0.001130)     ([ 9, 3]  0.001836)     ([ 9, 4]  0.001453)     ([ 9, 5]  0.000747)     ([ 9, 6]  0.000884) 
  }
  From:  (7, 5)  {
    ([ 5, 3]  0.001544)     ([ 5, 4]  0.000713)     ([ 5, 5]  0.001830)     ([ 5, 6]  0.001688)     ([ 5, 7]  0.001445) 
    ([ 6, 3]  0.000993)     ([ 6, 4]  0.001585)     ([ 6, 5]  0.000968)     ([ 6, 6]  0.000992)     ([ 6, 7]  0.001029) 
    ([ 7, 3]  0.000735)     ([ 7, 4]  0.000745)     ([ 7, 5]  0.001622)     ([ 7, 6]  0.001519)     ([ 7, 7]  0.000941) 
    ([ 8, 3]  0.002010)     ([ 8, 4]  0.001669)     ([ 8, 5]  0.001514)     ([ 8, 6]  0.001910)     ([ 8, 7]  0.001753) 
    ([ 9, 3]  0.000782)     ([ 9, 4]  0.001954)     ([ 9, 5]  0.001124)     ([ 9, 6]  0.001824)     ([ 9, 7]  0.001186) 
  }
  From:  (7, 6)  {
    ([ 5, 4]  0.001553)     ([ 5, 5]  0.000823)     ([ 5, 6]  0.001714)     ([ 5, 7]  0.001943)     ([ 5, 8]  0.001247) 
    ([ 6, 4]  0.001062)     ([ 6, 5]  0.001993)     ([ 6, 6]  0.002032)     ([ 6, 7]  0.001424)     ([ 6, 8]  0.000831) 
    ([ 7, 4]  0.001091)     ([ 7, 5]  0.001278)     ([ 7, 6]  0.001655)     ([ 7, 7]  0.001342)     ([ 7, 8]  0.001857) 
    ([ 8, 4]  0.001615)     ([ 8, 5]  0.001741)     ([ 8, 6]  0.001992)     ([ 8, 7]  0.001773)     ([ 8, 8]  0.001950) 
    ([ 9, 4]  0.001867)     ([ 9, 5]  0.001394)     ([ 9, 6]  0.001128)     ([ 9, 7]  0.001148)     ([ 9, 8]  0.001455) 
  }
  From:  (7, 7)  {
    ([ 5, 5]  0.001855)     ([ 5, 6]  0.001401)     ([ 5, 7]  0.001233)     ([ 5, 8]  0.000961)     ([ 5, 9]  0.001975) 
    ([ 6, 5]  0.001397)     ([ 6, 6]  0.001132)     ([ 6, 7]  0.001557)     ([ 6, 8]  0.001975)     ([ 6, 9]  0.001128) 
    ([ 7, 5]  0.001448)     ([ 7, 6]  0.000957)     ([ 7, 7]  0.001290)     ([ 7, 8]  0.001404)     ([ 7, 9]  0.001973) 
    ([ 8, 5]  0.001058)     ([ 8, 6]  0.001653)     ([ 8, 7]  0.000840)     ([ 8, 8]  0.001809)     ([ 8, 9]  0.001669) 
    ([ 9, 5]  0.001416)     ([ 9, 6]  0.000846)     ([ 9, 7]  0.001959)     ([ 9, 8]  0.001477)     ([ 9, 9]  0.001351) 
  }
  From:  (7, 8)  {
    ([ 5, 6]  0.000988)     ([ 5, 7]  0.001402)     ([ 5, 8]  0.001511)     ([ 5, 9]  0.001456)     ([ 5, 1]  0.001267) 
    ([ 6, 6]  0.002045)     ([ 6, 7]  0.001517)     ([ 6, 8]  0.000784)     ([ 6, 9]  0.001163)     ([ 6, 1]  0.001901) 
    ([ 7, 6]  0.001468)     ([ 7, 7]  0.001799)     ([ 7, 8]  0.001335)     ([ 7, 9]  0.001979)     ([ 7, 1]  0.001665) 
    ([ 8, 6]  0.000823)     ([ 8, 7]  0.001279)     ([ 8, 8]  0.001741)     ([ 8, 9]  0.001374)     ([ 8, 1]  0.000808) 
    ([ 9, 6]  0.000935)     ([ 9, 7]  0.002096)     ([ 9, 8]  0.001082)     ([ 9, 9]  0.001937)     ([ 9, 1]  0.001778) 
  }
  From:  (7, 9)  {
    ([ 5, 7]  0.001848)     ([ 5, 8]  0.001820)     ([ 5, 9]  0.002008)     ([ 5, 1]  0.000877)     ([ 5, 2]  0.001642) 
    ([ 6, 7]  0.001637)     ([ 6, 8]  0.001990)     ([ 6, 9]  0.001030)     ([ 6, 1]  0.001355)     ([ 6, 2]  0.001534) 
    ([ 7, 7]  0.001207)     ([ 7, 8]  0.000763)     ([ 7, 9]  0.001628)     ([ 7, 1]  0.000735)     ([ 7, 2]  0.000820) 
    ([ 8, 7]  0.001038)     ([ 8, 8]  0.001290)     ([ 8, 9]  0.001444)     ([ 8, 1]  0.001714)     ([ 8, 2]  0.000710) 
    ([ 9, 7]  0.000991)     ([ 9, 8]  0.001108)     ([ 9, 9]  0.001131)     ([ 9, 1]  0.000731)     ([ 9, 2]  0.000984) 
  }
  From:  (8, 1)  {
    ([ 6, 8]  0.001780)     ([ 6, 9]  0.001183)     ([ 6, 1]  0.001754)     ([ 6, 2]  0.001763)     ([ 6, 3]  0.001700) 
    ([ 7, 8]  0.001209)     ([ 7, 9]  0.001244)     ([ 7, 1]  0.001666)     ([ 7, 2]  0.001316)     ([ 7, 3]  0.001754) 
    ([ 8, 8]  0.001555)     ([ 8, 9]  0.001508)     ([ 8, 1]  0.001333)     ([ 8, 2]  0.001899)     ([ 8, 3]  0.001768) 
    ([ 9, 8]  0.001301)     ([ 9, 9]  0.001215)     ([ 9, 1]  0.001729)     ([ 9, 2]  0.001921)     ([ 9, 3]  0.002056) 
    ([ 1, 8]  0.000981)     ([ 1, 9]  0.001656)     ([ 1, 1]  0.001282)     ([ 1, 2]  0.001451)     ([ 1, 3]  0.000878) 
  }
  From:  (8, 2)  {
    ([ 6, 9]  0.001528)     ([ 6, 1]  0.001661)     ([ 6, 2]  0.000870)     ([ 6, 3]  0.002027)     ([ 6, 4]  0.001407) 
    ([ 7, 9]  0.000832)     ([ 7, 1]  0.001086)     ([ 7, 2]  0.001543)     ([ 7, 3]  0.001085)     ([ 7, 4]  0.001799) 
    ([ 8, 9]  0.001780)     ([ 8, 1]  0.001045)     ([ 8, 2]  0.000739)     ([ 8, 3]  0.001382)     ([ 8, 4]  0.001648) 
    ([ 9, 9]  0.001566)     ([ 9, 1]  0.001130)     ([ 9, 2]  0.001553)     ([ 9, 3]  0.000933)     ([ 9, 4]  0.001575) 
    ([ 1, 9]  0.000834)     ([ 1, 1]  0.001000)     ([ 1, 2]  0.001794)     ([ 1, 3]  0.001203)     ([ 1, 4]  0.001596) 
  }
  From:  (8, 3)  {
    ([ 6, 1]  0.001606)     ([ 6, 2]  0.000775)     ([ 6, 3]  0.000734)     ([ 6, 4]  0.001988)     ([ 6, 5]  0.001097) 
    ([ 7, 1]  0.001208)     ([ 7, 2]  0.001537)     ([ 7, 3]  0.001918)     ([ 7, 4]  0.000782)     ([ 7, 5]  0.001626) 
    ([ 8, 1]  0.001230)     ([ 8, 2]  0.002026)     ([ 8, 3]  0.000992)     ([ 8, 4]  0.001017)     ([ 8, 5]  0.002073) 
    ([ 9, 1]  0.001353)     ([ 9, 2]  0.001952)     ([ 9, 3]  0.001965)     ([ 9, 4]  0.001721)     ([ 9, 5]  0.000946) 
    ([ 1, 1]  0.001011)     ([ 1, 2]  0.001303)     ([ 1, 3]  0.001923)     ([ 1, 4]  0.001999)     ([ 1, 5]  0.001370) 
  }
  From:  (8, 4)  {
    ([ 6, 2]  0.001070)     ([ 6, 3]  0.001394)     ([ 6, 4]  0.002009)     ([ 6, 5]  0.001102)     ([ 6, 6]  0.000738) 
    ([ 7, 2]  0.001437)     ([ 7, 3]  0.000716)     ([ 7, 4]  0.001794)     ([ 7, 5]  0.000849)     ([ 7, 6]  0.001796) 
    ([ 8, 2]  0.001301)     ([ 8, 3]  0.001869)     ([ 8, 4]  0.000940)     ([ 8, 5]  0.001480)     ([ 8, 6]  0.001360) 
    ([ 9, 2]  0.001856)     ([ 9, 3]  0.001205)     ([ 9, 4]  0.001892)     ([ 9, 5]  0.001501)     ([ 9, 6]  0.001305) 
    ([ 1, 2]  0.001677)     ([ 1, 3]  0.000710)     ([ 1, 4]  0.002013)     ([ 1, 5]  0.001353)     ([ 1, 6]  0.001853) 
  }
  From:  (8, 5)  {
    ([ 6, 3]  0.000894)     ([ 6, 4]  0.001962)     ([ 6, 5]  0.001833)     ([ 6, 6]  0.001415)     ([ 6, 7]  0.001366) 
    ([ 7, 3]  0.001918)     ([ 7, 4]  0.000840)     ([ 7, 5]  0.001449)     ([ 7, 6]  0.001324)     ([ 7, 7]  0.001541) 
    ([ 8, 3]  0.002033)     ([ 8, 4]  0.001234)     ([ 8, 5]  0.000824)     ([ 8, 6]  0.001722)     ([ 8, 7]  0.000862) 
    ([ 9, 3]  0.002052)     ([ 9, 4]  0.000958)     ([ 9, 5]  0.002000)     ([ 9, 6]  0.000960)     ([ 9, 7]  0.000715) 
    ([ 1, 3]  0.001116)     ([ 1, 4]  0.001807)     ([ 1, 5]  0.000931)     ([ 1, 6]  0.002062)     ([ 1, 7]  0.001814) 
  }
  From:  (8, 6)  {
    ([ 6, 4]  0.001506)     ([ 6, 5]  0.001331)     ([ 6, 6]  0.001319)     ([ 6, 7]  0.001781)     ([ 6, 8]  0.001037) 
    ([ 7, 4]  0.001478)     ([ 7, 5]  0.001764)     ([ 7, 6]  0.001735)     ([ 7, 7]  0.001738)     ([ 7, 8]  0.001002) 
    ([ 8, 4]  0.000956)     ([ 8, 5]  0.001938)     ([ 8, 6]  0.001391)     ([ 8, 7]  0.001187)     ([ 8, 8]  0.001132) 
    ([ 9, 4]  0.001632)     ([ 9, 5]  0.002052)     ([ 9, 6]  0.001684)     ([ 9, 7]  0.001577)     ([ 9, 8]  0.001459) 
    ([ 1, 4]  0.001907)     ([ 1, 5]  0.002036)     ([ 1, 6]  0.000703)     ([ 1, 7]  0.001618)     ([ 1, 8]  0.002099) 
  }
  From:  (8, 7)  {
    ([ 6, 5]  0.001241)     ([ 6, 6]  0.001570)     ([ 6, 7]  0.001217)     ([ 6, 8]  0.000713)     ([ 6, 9]  0.001159) 
    ([ 7, 5]  0.001285)     ([ 7, 6]  0.001623)     ([ 7, 7]  0.001046)     ([ 7, 8]  0.002019)     ([ 7, 9]  0.001111) 
    ([ 8, 5]  0.001393)     ([ 8, 6]  0.001864)     ([ 8, 7]  0.000752)     ([ 8, 8]  0.001412)     ([ 8, 9]  0.001413) 
    ([ 9, 5]  0.001507)     ([ 9, 6]  0.000833)     ([ 9, 7]  0.001335)     ([ 9, 8]  0.001330)     ([ 9, 9]  0.001669) 
    ([ 1, 5]  0.001833)     ([ 1, 6]  0.001604)     ([ 1, 7]  0.000897)     ([ 1, 8]  0.001413)     ([ 1, 9]  0.000780) 
  }
  From:  (8, 8)  {
    ([ 6, 6]  0.000990)     ([ 6, 7]  0.002000)     ([ 6, 8]  0.000922)     ([ 6, 9]  0.001183)     ([ 6, 1]  0.001052) 
    ([ 7, 6]  0.001950)     ([ 7, 7]  0.000849)     ([ 7, 8]  0.001388)     ([ 7, 9]  0.001540)     ([ 7, 1]  0.001276) 
    ([ 8, 6]  0.001616)     ([ 8, 7]  0.001374)     ([ 8, 8]  0.002073)     ([ 8, 9]  0.000731)     ([ 8, 1]  0.000781) 
    ([ 9, 6]  0.000981)     ([ 9, 7]  0.001259)     ([ 9, 8]  0.001983)     ([ 9, 9]  0.001666)     ([ 9, 1]  0.000723) 
    ([ 1, 6]  0.001669)     ([ 1, 7]  0.001832)     ([ 1, 8]  0.001787)     ([ 1, 9]  0.002069)     ([ 1, 1]  0.001207) 
  }
  From:  (8, 9)  {
    ([ 6, 7]  0.001215)     ([ 6, 8]  0.001508)     ([ 6, 9]  0.001760)     ([ 6, 1]  0.001633)     ([ 6, 2]  0.001938) 
    ([ 7, 7]  0.001439)     ([ 7, 8]  0.001130)     ([ 7, 9]  0.001529)     ([ 7, 1]  0.001187)     ([ 7, 2]  0.001812) 
    ([ 8, 7]  0.001561)     ([ 8, 8]  0.001821)     ([ 8, 9]  0.001616)     ([ 8, 1]  0.001928)     ([ 8, 2]  0.001915) 
    ([ 9, 7]  0.001841)     ([ 9, 8]  0.001020)     ([ 9, 9]  0.001264)     ([ 9, 1]  0.001829)     ([ 9, 2]  0.001759) 
    ([ 1, 7]  0.002036)     ([ 1, 8]  0.002094)     ([ 1, 9]  0.000726)     ([ 1, 1]  0.001675)     ([ 1, 2]  0.002018) 
  }
  From:  (9, 1)  {
    ([ 7, 8]  0.000958)     ([ 7, 9]  0.001380)     ([ 7, 1]  0.001078)     ([ 7, 2]  0.001132)     ([ 7, 3]  0.001547) 
    ([ 8, 8]  0.001694)     ([ 8, 9]  0.001433)     ([ 8, 1]  0.001939)     ([ 8, 2]  0.001266)     ([ 8, 3]  0.001212) 
    ([ 9, 8]  0.000859)     ([ 9, 9]  0.001297)     ([ 9, 1]  0.001538)     ([ 9, 2]  0.001432)     ([ 9, 3]  0.001916) 
    ([ 1, 8]  0.001723)     ([ 1, 9]  0.001205)     ([ 1, 1]  0.000909)     ([ 1, 2]  0.001288)     ([ 1, 3]  0.001839) 
    ([ 2, 8]  0.001571)     ([ 2, 9]  0.001768)     ([ 2, 1]  0.000801)     ([ 2, 2]  0.000871)     ([ 2, 3]  0.000889) 
  }
  From:  (9, 2)  {
    ([ 7, 9]  0.001874)     ([ 7, 1]  0.001183)     ([ 7, 2]  0.001581)     ([ 7, 3]  0.000917)     ([ 7, 4]  0.001827) 
    ([ 8, 9]  0.001595)     ([ 8, 1]  0.001439)     ([ 8, 2]  0.000968)     ([ 8, 3]  0.001025)     ([ 8, 4]  0.001112) 
    ([ 9, 9]  0.000922)     ([ 9, 1]  0.001912)     ([ 9, 2]  0.000897)     ([ 9, 3]  0.001977)     ([ 9, 4]  0.001752) 
    ([ 1, 9]  0.001759)     ([ 1, 1]  0.000954)     ([ 1, 2]  0.000954)     ([ 1, 3]  0.001464)     ([ 1, 4]  0.001107) 
    ([ 2, 9]  0.001821)     ([ 2, 1]  0.001542)     ([ 2, 2]  0.001891)     ([ 2, 3]  0.000859)     ([ 2, 4]  0.001297) 
  }
  From:  (9, 3)  {
    ([ 7, 1]  0.001325)     ([ 7, 2]  0.001615)     ([ 7, 3]  0.000857)     ([ 7, 4]  0.000857)     ([ 7, 5]  0.000738) 
    ([ 8, 1]  0.001354)     ([ 8, 2]  0.001042)     ([ 8, 3]  0.000794)     ([ 8, 4]  0.001820)     ([ 8, 5]  0.000950) 
    ([ 9, 1]  0.001499)     ([ 9, 2]  0.002056)     ([ 9, 3]  0.000946)     ([ 9, 4]  0.001863)     ([ 9, 5]  0.001353) 
    ([ 1, 1]  0.002092)     ([ 1, 2]  0.001989)     ([ 1, 3]  0.001276)     ([ 1, 4]  0.001821)     ([ 1, 5]  0.000786) 
    ([ 2, 1]  0.001972)     ([ 2, 2]  0.001996)     ([ 2, 3]  0.002066)     ([ 2, 4]  0.001883)     ([ 2, 5]  0.001515) 
  }
  From:  (9, 4)  {
    ([ 7, 2]  0.001062)     ([ 7, 3]  0.000879)     ([ 7, 4]  0.001771)     ([ 7, 5]  0.002002)     ([ 7, 6]  0.001527) 
    ([ 8, 2]  0.001343)     ([ 8, 3]  0.001116)     ([ 8, 4]  0.001988)     ([ 8, 5]  0.001282)     ([ 8, 6]  0.001542) 
    ([ 9, 2]  0.001553)     ([ 9, 3]  0.001197)     ([ 9, 4]  0.001462)     ([ 9, 5]  0.000967)     ([ 9, 6]  0.001785) 
    ([ 1, 2]  0.001852)     ([ 1, 3]  0.001833)     ([ 1, 4]  0.001130)     ([ 1, 5]  0.001453)     ([ 1, 6]  0.002067) 
    ([ 2, 2]  0.001530)     ([ 2, 3]  0.001060)     ([ 2, 4]  0.001918)     ([ 2, 5]  0.001635)     ([ 2, 6]  0.001676) 
  }
  From:  (9, 5)  {
    ([ 7, 3]  0.001042)     ([ 7, 4]  0.001252)     ([ 7, 5]  0.001517)     ([ 7, 6]  0.001439)     ([ 7, 7]  0.001876) 
    ([ 8, 3]  0.000781)     ([ 8, 4]  0.001917)     ([ 8, 5]  0.000771)     ([ 8, 6]  0.001820)     ([ 8, 7]  0.001148) 
    ([ 9, 3]  0.001995)     ([ 9, 4]  0.001348)     ([ 9, 5]  0.001686)     ([ 9, 6]  0.001428)     ([ 9, 7]  0.002050) 
    ([ 1, 3]  0.000838)     ([ 1, 4]  0.000842)     ([ 1, 5]  0.000720)     ([ 1, 6]  0.000925)     ([ 1, 7]  0.001561) 
    ([ 2, 3]  0.001127)     ([ 2, 4]  0.000893)     ([ 2, 5]  0.000996)     ([ 2, 6]  0.000922)     ([ 2, 7]  0.001812) 
  }
  From:  (9, 6)  {
    ([ 7, 4]  0.000758)     ([ 7, 5]  0.001977)     ([ 7, 6]  0.001801)     ([ 7, 7]  0.000944)     ([ 7, 8]  0.002062) 
    ([ 8, 4]  0.001994)     ([ 8, 5]  0.000902)     ([ 8, 6]  0.000726)     ([ 8, 7]  0.001581)     ([ 8, 8]  0.001042) 
    ([ 9, 4]  0.000765)     ([ 9, 5]  0.001399)     ([ 9, 6]  0.001826)     ([ 9, 7]  0.000711)     ([ 9, 8]  0.001210) 
    ([ 1, 4]  0.001572)     ([ 1, 5]  0.001608)     ([ 1, 6]  0.000964)     ([ 1, 7]  0.001223)     ([ 1, 8]  0.000764) 
    ([ 2, 4]  0.001457)     ([ 2, 5]  0.001290)     ([ 2, 6]  0.001405)     ([ 2, 7]  0.001969)     ([ 2, 8]  0.001709) 
  }
  From:  (9, 7)  {
    ([ 7, 5]  0.001607)     ([ 7, 6]  0.001058)     ([ 7, 7]  0.001887)     ([ 7, 8]  0.001493)     ([ 7, 9]  0.001475) 
    ([ 8, 5]  0.001970)     ([ 8, 6]  0.001281)     ([ 8, 7]  0.001585)     ([ 8, 8]  0.001793)     ([ 8, 9]  0.001405) 
    ([ 9, 5]  0.001136)     ([ 9, 6]  0.001175)     ([ 9, 7]  0.001692)     ([ 9, 8]  0.001474)     ([ 9, 9]  0.001516) 
    ([ 1, 5]  0.001421)     ([ 1, 6]  0.001006)     ([ 1, 7]  0.001802)     ([ 1, 8]  0.001610)     ([ 1, 9]  0.001848) 
    ([ 2, 5]  0.000973)     ([ 2, 6]  0.001167)     ([ 2, 7]  0.001056)     ([ 2, 8]  0.001354)     ([ 2, 9]  0.001692) 
  }
  From:  (9, 8)  {
    ([ 7, 6]  0.001593)     ([ 7, 7]  0.001838)     ([ 7, 8]  0.001437)     ([ 7, 9]  0.001734)     ([ 7, 1]  0.001450) 
    ([ 8, 6]  0.001215)     ([ 8, 7]  0.001492)     ([ 8, 8]  0.000743)     ([ 8, 9]  0.002004)     ([ 8, 1]  0.001138) 
    ([ 9, 6]  0.001120)     ([ 9, 7]  0.000947)     ([ 9, 8]  0.001596)     ([ 9, 9]  0.001177)     ([ 9, 1]  0.001347) 
    ([ 1, 6]  0.001097)     ([ 1, 7]  0.000842)     ([ 1, 8]  0.001553)     ([ 1, 9]  0.000823)     ([ 1, 1]  0.001646) 
    ([ 2, 6]  0.001847)     ([ 2, 7]  0.002011)     ([ 2, 8]  0.002093)     ([ 2, 9]  0.001957)     ([ 2, 1]  0.001517) 
  }
  From:  (9, 9)  {
    ([ 7, 7]  0.002059)     ([ 7, 8]  0.001137)     ([ 7, 9]  0.002010)     ([ 7, 1]  0.001778)     ([ 7, 2]  0.001614) 
    ([ 8, 7]  0.001430)     ([ 8, 8]  0.002043)     ([ 8, 9]  0.001048)     ([ 8, 1]  0.002050)     ([ 8, 2]  0.001606) 
    ([ 9, 7]  0.000835)     ([ 9, 8]  0.001749)     ([ 9, 9]  0.001986)     ([ 9, 1]  0.001956)     ([ 9, 2]  0.001681) 
    ([ 1, 7]  0.001860)     ([ 1, 8]  0.002075)     ([ 1, 9]  0.001059)     ([ 1, 1]  0.001175)     ([ 1, 2]  0.002035) 
    ([ 2, 7]  0.001568)     ([ 2, 8]  0.001135)     ([ 2, 9]  0.001060)     ([ 2, 1]  0.001524)     ([ 2, 2]  0.001367) 
  }
}

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