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_15
attsefd2.w
attvatts.w
efd1efd1.w
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weightslist.txt *
                            
% Thu Nov 19 22:10:16 2015

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

Connect(exss, ev4c)  {
  From:  (1, 1)  {
    ([ 8, 8]  0.001554)     ([ 8, 9]  0.001256)     ([ 8, 1]  0.001779)     ([ 8, 2]  0.001699) 
    ([ 9, 8]  0.000901)     ([ 9, 9]  0.000955)     ([ 9, 1]  0.001308)     ([ 9, 2]  0.000822) 
    ([ 1, 8]  0.000993)     ([ 1, 9]  0.001380)     ([ 1, 1]  0.001239)     ([ 1, 2]  0.000684) 
    ([ 2, 8]  0.000831)     ([ 2, 9]  0.001767)     ([ 2, 1]  0.001316)     ([ 2, 2]  0.001220) 
  }
  From:  (1, 2)  {
    ([ 8, 9]  0.000771)     ([ 8, 1]  0.001160)     ([ 8, 2]  0.000651)     ([ 8, 3]  0.000821) 
    ([ 9, 9]  0.001611)     ([ 9, 1]  0.000753)     ([ 9, 2]  0.001577)     ([ 9, 3]  0.000712) 
    ([ 1, 9]  0.000796)     ([ 1, 1]  0.001024)     ([ 1, 2]  0.001838)     ([ 1, 3]  0.001213) 
    ([ 2, 9]  0.001314)     ([ 2, 1]  0.000810)     ([ 2, 2]  0.001218)     ([ 2, 3]  0.000738) 
  }
  From:  (1, 3)  {
    ([ 8, 1]  0.001730)     ([ 8, 2]  0.001499)     ([ 8, 3]  0.000977)     ([ 8, 4]  0.001000) 
    ([ 9, 1]  0.001799)     ([ 9, 2]  0.001827)     ([ 9, 3]  0.000935)     ([ 9, 4]  0.001376) 
    ([ 1, 1]  0.000901)     ([ 1, 2]  0.000883)     ([ 1, 3]  0.001189)     ([ 1, 4]  0.001252) 
    ([ 2, 1]  0.000801)     ([ 2, 2]  0.000896)     ([ 2, 3]  0.001787)     ([ 2, 4]  0.001541) 
  }
  From:  (1, 4)  {
    ([ 8, 2]  0.001279)     ([ 8, 3]  0.001189)     ([ 8, 4]  0.001320)     ([ 8, 5]  0.001304) 
    ([ 9, 2]  0.001355)     ([ 9, 3]  0.001522)     ([ 9, 4]  0.001582)     ([ 9, 5]  0.001032) 
    ([ 1, 2]  0.001325)     ([ 1, 3]  0.001715)     ([ 1, 4]  0.001384)     ([ 1, 5]  0.001407) 
    ([ 2, 2]  0.001684)     ([ 2, 3]  0.001783)     ([ 2, 4]  0.000663)     ([ 2, 5]  0.000815) 
  }
  From:  (1, 5)  {
    ([ 8, 3]  0.000986)     ([ 8, 4]  0.000741)     ([ 8, 5]  0.001827)     ([ 8, 6]  0.001033) 
    ([ 9, 3]  0.001006)     ([ 9, 4]  0.001256)     ([ 9, 5]  0.001624)     ([ 9, 6]  0.000666) 
    ([ 1, 3]  0.001847)     ([ 1, 4]  0.000925)     ([ 1, 5]  0.001690)     ([ 1, 6]  0.001696) 
    ([ 2, 3]  0.001797)     ([ 2, 4]  0.000851)     ([ 2, 5]  0.000954)     ([ 2, 6]  0.000765) 
  }
  From:  (1, 6)  {
    ([ 8, 4]  0.001314)     ([ 8, 5]  0.001074)     ([ 8, 6]  0.001021)     ([ 8, 7]  0.000651) 
    ([ 9, 4]  0.001348)     ([ 9, 5]  0.001167)     ([ 9, 6]  0.000944)     ([ 9, 7]  0.000954) 
    ([ 1, 4]  0.001438)     ([ 1, 5]  0.001678)     ([ 1, 6]  0.001228)     ([ 1, 7]  0.001707) 
    ([ 2, 4]  0.001772)     ([ 2, 5]  0.001722)     ([ 2, 6]  0.000866)     ([ 2, 7]  0.001255) 
  }
  From:  (1, 7)  {
    ([ 8, 5]  0.001656)     ([ 8, 6]  0.001480)     ([ 8, 7]  0.000914)     ([ 8, 8]  0.001332) 
    ([ 9, 5]  0.000686)     ([ 9, 6]  0.001257)     ([ 9, 7]  0.001142)     ([ 9, 8]  0.001563) 
    ([ 1, 5]  0.001452)     ([ 1, 6]  0.001062)     ([ 1, 7]  0.000683)     ([ 1, 8]  0.000881) 
    ([ 2, 5]  0.000716)     ([ 2, 6]  0.000874)     ([ 2, 7]  0.001717)     ([ 2, 8]  0.001110) 
  }
  From:  (1, 8)  {
    ([ 8, 6]  0.000823)     ([ 8, 7]  0.000930)     ([ 8, 8]  0.000664)     ([ 8, 9]  0.001324) 
    ([ 9, 6]  0.000681)     ([ 9, 7]  0.001220)     ([ 9, 8]  0.001364)     ([ 9, 9]  0.001011) 
    ([ 1, 6]  0.001156)     ([ 1, 7]  0.001080)     ([ 1, 8]  0.001243)     ([ 1, 9]  0.000710) 
    ([ 2, 6]  0.001173)     ([ 2, 7]  0.000845)     ([ 2, 8]  0.001323)     ([ 2, 9]  0.001490) 
  }
  From:  (1, 9)  {
    ([ 8, 7]  0.000983)     ([ 8, 8]  0.000916)     ([ 8, 9]  0.000946)     ([ 8, 1]  0.001734) 
    ([ 9, 7]  0.001198)     ([ 9, 8]  0.000776)     ([ 9, 9]  0.001405)     ([ 9, 1]  0.001297) 
    ([ 1, 7]  0.001833)     ([ 1, 8]  0.001104)     ([ 1, 9]  0.001364)     ([ 1, 1]  0.001053) 
    ([ 2, 7]  0.001206)     ([ 2, 8]  0.001428)     ([ 2, 9]  0.000968)     ([ 2, 1]  0.001122) 
  }
  From:  (2, 1)  {
    ([ 9, 8]  0.001259)     ([ 9, 9]  0.000845)     ([ 9, 1]  0.001665)     ([ 9, 2]  0.000720) 
    ([ 1, 8]  0.001759)     ([ 1, 9]  0.001081)     ([ 1, 1]  0.000692)     ([ 1, 2]  0.001097) 
    ([ 2, 8]  0.000827)     ([ 2, 9]  0.001147)     ([ 2, 1]  0.001574)     ([ 2, 2]  0.000766) 
    ([ 3, 8]  0.001778)     ([ 3, 9]  0.000662)     ([ 3, 1]  0.001356)     ([ 3, 2]  0.000812) 
  }
  From:  (2, 2)  {
    ([ 9, 9]  0.000780)     ([ 9, 1]  0.000966)     ([ 9, 2]  0.000790)     ([ 9, 3]  0.000713) 
    ([ 1, 9]  0.001805)     ([ 1, 1]  0.001844)     ([ 1, 2]  0.000951)     ([ 1, 3]  0.000929) 
    ([ 2, 9]  0.001345)     ([ 2, 1]  0.001003)     ([ 2, 2]  0.001094)     ([ 2, 3]  0.000851) 
    ([ 3, 9]  0.001237)     ([ 3, 1]  0.001414)     ([ 3, 2]  0.001335)     ([ 3, 3]  0.001013) 
  }
  From:  (2, 3)  {
    ([ 9, 1]  0.000989)     ([ 9, 2]  0.001444)     ([ 9, 3]  0.000927)     ([ 9, 4]  0.001647) 
    ([ 1, 1]  0.001555)     ([ 1, 2]  0.000724)     ([ 1, 3]  0.001148)     ([ 1, 4]  0.001682) 
    ([ 2, 1]  0.001419)     ([ 2, 2]  0.001805)     ([ 2, 3]  0.001300)     ([ 2, 4]  0.001128) 
    ([ 3, 1]  0.001507)     ([ 3, 2]  0.001352)     ([ 3, 3]  0.001210)     ([ 3, 4]  0.001468) 
  }
  From:  (2, 4)  {
    ([ 9, 2]  0.001802)     ([ 9, 3]  0.001777)     ([ 9, 4]  0.001408)     ([ 9, 5]  0.001210) 
    ([ 1, 2]  0.001677)     ([ 1, 3]  0.001626)     ([ 1, 4]  0.000913)     ([ 1, 5]  0.000717) 
    ([ 2, 2]  0.001018)     ([ 2, 3]  0.001043)     ([ 2, 4]  0.001008)     ([ 2, 5]  0.001811) 
    ([ 3, 2]  0.001385)     ([ 3, 3]  0.001708)     ([ 3, 4]  0.001629)     ([ 3, 5]  0.001111) 
  }
  From:  (2, 5)  {
    ([ 9, 3]  0.001821)     ([ 9, 4]  0.001151)     ([ 9, 5]  0.001728)     ([ 9, 6]  0.001512) 
    ([ 1, 3]  0.001161)     ([ 1, 4]  0.001292)     ([ 1, 5]  0.001046)     ([ 1, 6]  0.001731) 
    ([ 2, 3]  0.001513)     ([ 2, 4]  0.000816)     ([ 2, 5]  0.000991)     ([ 2, 6]  0.001016) 
    ([ 3, 3]  0.001538)     ([ 3, 4]  0.001839)     ([ 3, 5]  0.001053)     ([ 3, 6]  0.001251) 
  }
  From:  (2, 6)  {
    ([ 9, 4]  0.000810)     ([ 9, 5]  0.001542)     ([ 9, 6]  0.001292)     ([ 9, 7]  0.001167) 
    ([ 1, 4]  0.001195)     ([ 1, 5]  0.001574)     ([ 1, 6]  0.001693)     ([ 1, 7]  0.001790) 
    ([ 2, 4]  0.001704)     ([ 2, 5]  0.001127)     ([ 2, 6]  0.001526)     ([ 2, 7]  0.000774) 
    ([ 3, 4]  0.001410)     ([ 3, 5]  0.001777)     ([ 3, 6]  0.000798)     ([ 3, 7]  0.001802) 
  }
  From:  (2, 7)  {
    ([ 9, 5]  0.001413)     ([ 9, 6]  0.000955)     ([ 9, 7]  0.000908)     ([ 9, 8]  0.000999) 
    ([ 1, 5]  0.001247)     ([ 1, 6]  0.001207)     ([ 1, 7]  0.001218)     ([ 1, 8]  0.001728) 
    ([ 2, 5]  0.001793)     ([ 2, 6]  0.001622)     ([ 2, 7]  0.000772)     ([ 2, 8]  0.001770) 
    ([ 3, 5]  0.001832)     ([ 3, 6]  0.001369)     ([ 3, 7]  0.001472)     ([ 3, 8]  0.000800) 
  }
  From:  (2, 8)  {
    ([ 9, 6]  0.001138)     ([ 9, 7]  0.001411)     ([ 9, 8]  0.001800)     ([ 9, 9]  0.001159) 
    ([ 1, 6]  0.001154)     ([ 1, 7]  0.001274)     ([ 1, 8]  0.001134)     ([ 1, 9]  0.000916) 
    ([ 2, 6]  0.001519)     ([ 2, 7]  0.001567)     ([ 2, 8]  0.001768)     ([ 2, 9]  0.001795) 
    ([ 3, 6]  0.000735)     ([ 3, 7]  0.001412)     ([ 3, 8]  0.000970)     ([ 3, 9]  0.001375) 
  }
  From:  (2, 9)  {
    ([ 9, 7]  0.001591)     ([ 9, 8]  0.001071)     ([ 9, 9]  0.001553)     ([ 9, 1]  0.001058) 
    ([ 1, 7]  0.001411)     ([ 1, 8]  0.000962)     ([ 1, 9]  0.000936)     ([ 1, 1]  0.000993) 
    ([ 2, 7]  0.001439)     ([ 2, 8]  0.001076)     ([ 2, 9]  0.001081)     ([ 2, 1]  0.000912) 
    ([ 3, 7]  0.001769)     ([ 3, 8]  0.001383)     ([ 3, 9]  0.000672)     ([ 3, 1]  0.001593) 
  }
  From:  (3, 1)  {
    ([ 1, 8]  0.000761)     ([ 1, 9]  0.001105)     ([ 1, 1]  0.000790)     ([ 1, 2]  0.001526) 
    ([ 2, 8]  0.001070)     ([ 2, 9]  0.001005)     ([ 2, 1]  0.001393)     ([ 2, 2]  0.001172) 
    ([ 3, 8]  0.000778)     ([ 3, 9]  0.001770)     ([ 3, 1]  0.001659)     ([ 3, 2]  0.000748) 
    ([ 4, 8]  0.001626)     ([ 4, 9]  0.001552)     ([ 4, 1]  0.001201)     ([ 4, 2]  0.001368) 
  }
  From:  (3, 2)  {
    ([ 1, 9]  0.001369)     ([ 1, 1]  0.001505)     ([ 1, 2]  0.000778)     ([ 1, 3]  0.001378) 
    ([ 2, 9]  0.001038)     ([ 2, 1]  0.001029)     ([ 2, 2]  0.001335)     ([ 2, 3]  0.001304) 
    ([ 3, 9]  0.000817)     ([ 3, 1]  0.001488)     ([ 3, 2]  0.001333)     ([ 3, 3]  0.000896) 
    ([ 4, 9]  0.001071)     ([ 4, 1]  0.001699)     ([ 4, 2]  0.001574)     ([ 4, 3]  0.001839) 
  }
  From:  (3, 3)  {
    ([ 1, 1]  0.001061)     ([ 1, 2]  0.000834)     ([ 1, 3]  0.000958)     ([ 1, 4]  0.001005) 
    ([ 2, 1]  0.001383)     ([ 2, 2]  0.000982)     ([ 2, 3]  0.001713)     ([ 2, 4]  0.001316) 
    ([ 3, 1]  0.001246)     ([ 3, 2]  0.001632)     ([ 3, 3]  0.000739)     ([ 3, 4]  0.001437) 
    ([ 4, 1]  0.000670)     ([ 4, 2]  0.001810)     ([ 4, 3]  0.001126)     ([ 4, 4]  0.001413) 
  }
  From:  (3, 4)  {
    ([ 1, 2]  0.001063)     ([ 1, 3]  0.001721)     ([ 1, 4]  0.001817)     ([ 1, 5]  0.001578) 
    ([ 2, 2]  0.001648)     ([ 2, 3]  0.001257)     ([ 2, 4]  0.000737)     ([ 2, 5]  0.001213) 
    ([ 3, 2]  0.000872)     ([ 3, 3]  0.001360)     ([ 3, 4]  0.001275)     ([ 3, 5]  0.001375) 
    ([ 4, 2]  0.001035)     ([ 4, 3]  0.001782)     ([ 4, 4]  0.001214)     ([ 4, 5]  0.001078) 
  }
  From:  (3, 5)  {
    ([ 1, 3]  0.001492)     ([ 1, 4]  0.001102)     ([ 1, 5]  0.001673)     ([ 1, 6]  0.001666) 
    ([ 2, 3]  0.001161)     ([ 2, 4]  0.000912)     ([ 2, 5]  0.001099)     ([ 2, 6]  0.001051) 
    ([ 3, 3]  0.000873)     ([ 3, 4]  0.000820)     ([ 3, 5]  0.000881)     ([ 3, 6]  0.000799) 
    ([ 4, 3]  0.000958)     ([ 4, 4]  0.000699)     ([ 4, 5]  0.001304)     ([ 4, 6]  0.001581) 
  }
  From:  (3, 6)  {
    ([ 1, 4]  0.000711)     ([ 1, 5]  0.001796)     ([ 1, 6]  0.001206)     ([ 1, 7]  0.001484) 
    ([ 2, 4]  0.001158)     ([ 2, 5]  0.001773)     ([ 2, 6]  0.001073)     ([ 2, 7]  0.001471) 
    ([ 3, 4]  0.001620)     ([ 3, 5]  0.000824)     ([ 3, 6]  0.001454)     ([ 3, 7]  0.001350) 
    ([ 4, 4]  0.001262)     ([ 4, 5]  0.001123)     ([ 4, 6]  0.000838)     ([ 4, 7]  0.001473) 
  }
  From:  (3, 7)  {
    ([ 1, 5]  0.001751)     ([ 1, 6]  0.001629)     ([ 1, 7]  0.000709)     ([ 1, 8]  0.000939) 
    ([ 2, 5]  0.000904)     ([ 2, 6]  0.001042)     ([ 2, 7]  0.001290)     ([ 2, 8]  0.001804) 
    ([ 3, 5]  0.000840)     ([ 3, 6]  0.000766)     ([ 3, 7]  0.000893)     ([ 3, 8]  0.000814) 
    ([ 4, 5]  0.001757)     ([ 4, 6]  0.000959)     ([ 4, 7]  0.001471)     ([ 4, 8]  0.001424) 
  }
  From:  (3, 8)  {
    ([ 1, 6]  0.001184)     ([ 1, 7]  0.001494)     ([ 1, 8]  0.001471)     ([ 1, 9]  0.001714) 
    ([ 2, 6]  0.001628)     ([ 2, 7]  0.001785)     ([ 2, 8]  0.001405)     ([ 2, 9]  0.001145) 
    ([ 3, 6]  0.000942)     ([ 3, 7]  0.001383)     ([ 3, 8]  0.001570)     ([ 3, 9]  0.001631) 
    ([ 4, 6]  0.001486)     ([ 4, 7]  0.001118)     ([ 4, 8]  0.000703)     ([ 4, 9]  0.001003) 
  }
  From:  (3, 9)  {
    ([ 1, 7]  0.001842)     ([ 1, 8]  0.001761)     ([ 1, 9]  0.001087)     ([ 1, 1]  0.000750) 
    ([ 2, 7]  0.000850)     ([ 2, 8]  0.001116)     ([ 2, 9]  0.001630)     ([ 2, 1]  0.001788) 
    ([ 3, 7]  0.000896)     ([ 3, 8]  0.000954)     ([ 3, 9]  0.001034)     ([ 3, 1]  0.001514) 
    ([ 4, 7]  0.001697)     ([ 4, 8]  0.000781)     ([ 4, 9]  0.001480)     ([ 4, 1]  0.001725) 
  }
  From:  (4, 1)  {
    ([ 2, 8]  0.000808)     ([ 2, 9]  0.000822)     ([ 2, 1]  0.001308)     ([ 2, 2]  0.000961) 
    ([ 3, 8]  0.001723)     ([ 3, 9]  0.001080)     ([ 3, 1]  0.001354)     ([ 3, 2]  0.001237) 
    ([ 4, 8]  0.000869)     ([ 4, 9]  0.001148)     ([ 4, 1]  0.001541)     ([ 4, 2]  0.001596) 
    ([ 5, 8]  0.001300)     ([ 5, 9]  0.001238)     ([ 5, 1]  0.001175)     ([ 5, 2]  0.001365) 
  }
  From:  (4, 2)  {
    ([ 2, 9]  0.001242)     ([ 2, 1]  0.001184)     ([ 2, 2]  0.001404)     ([ 2, 3]  0.001352) 
    ([ 3, 9]  0.000776)     ([ 3, 1]  0.000818)     ([ 3, 2]  0.001443)     ([ 3, 3]  0.000975) 
    ([ 4, 9]  0.001007)     ([ 4, 1]  0.001508)     ([ 4, 2]  0.001821)     ([ 4, 3]  0.001486) 
    ([ 5, 9]  0.001046)     ([ 5, 1]  0.000936)     ([ 5, 2]  0.001356)     ([ 5, 3]  0.001740) 
  }
  From:  (4, 3)  {
    ([ 2, 1]  0.000679)     ([ 2, 2]  0.000898)     ([ 2, 3]  0.001675)     ([ 2, 4]  0.000771) 
    ([ 3, 1]  0.001461)     ([ 3, 2]  0.001830)     ([ 3, 3]  0.001216)     ([ 3, 4]  0.001407) 
    ([ 4, 1]  0.000982)     ([ 4, 2]  0.001178)     ([ 4, 3]  0.001663)     ([ 4, 4]  0.001046) 
    ([ 5, 1]  0.001393)     ([ 5, 2]  0.001509)     ([ 5, 3]  0.001725)     ([ 5, 4]  0.001759) 
  }
  From:  (4, 4)  {
    ([ 2, 2]  0.000769)     ([ 2, 3]  0.000937)     ([ 2, 4]  0.000874)     ([ 2, 5]  0.001459) 
    ([ 3, 2]  0.001307)     ([ 3, 3]  0.001729)     ([ 3, 4]  0.001505)     ([ 3, 5]  0.001566) 
    ([ 4, 2]  0.000889)     ([ 4, 3]  0.001279)     ([ 4, 4]  0.000743)     ([ 4, 5]  0.001083) 
    ([ 5, 2]  0.000691)     ([ 5, 3]  0.001402)     ([ 5, 4]  0.001642)     ([ 5, 5]  0.001540) 
  }
  From:  (4, 5)  {
    ([ 2, 3]  0.000681)     ([ 2, 4]  0.001511)     ([ 2, 5]  0.001374)     ([ 2, 6]  0.001033) 
    ([ 3, 3]  0.001273)     ([ 3, 4]  0.001088)     ([ 3, 5]  0.001190)     ([ 3, 6]  0.001790) 
    ([ 4, 3]  0.001698)     ([ 4, 4]  0.001317)     ([ 4, 5]  0.000670)     ([ 4, 6]  0.001162) 
    ([ 5, 3]  0.001469)     ([ 5, 4]  0.001689)     ([ 5, 5]  0.001428)     ([ 5, 6]  0.001391) 
  }
  From:  (4, 6)  {
    ([ 2, 4]  0.001151)     ([ 2, 5]  0.001127)     ([ 2, 6]  0.001058)     ([ 2, 7]  0.001076) 
    ([ 3, 4]  0.000716)     ([ 3, 5]  0.001177)     ([ 3, 6]  0.001018)     ([ 3, 7]  0.001562) 
    ([ 4, 4]  0.001058)     ([ 4, 5]  0.001040)     ([ 4, 6]  0.001269)     ([ 4, 7]  0.001130) 
    ([ 5, 4]  0.001417)     ([ 5, 5]  0.000685)     ([ 5, 6]  0.001647)     ([ 5, 7]  0.001063) 
  }
  From:  (4, 7)  {
    ([ 2, 5]  0.001799)     ([ 2, 6]  0.001389)     ([ 2, 7]  0.001338)     ([ 2, 8]  0.001753) 
    ([ 3, 5]  0.001352)     ([ 3, 6]  0.001594)     ([ 3, 7]  0.000899)     ([ 3, 8]  0.001519) 
    ([ 4, 5]  0.000663)     ([ 4, 6]  0.001134)     ([ 4, 7]  0.001293)     ([ 4, 8]  0.000964) 
    ([ 5, 5]  0.000886)     ([ 5, 6]  0.000742)     ([ 5, 7]  0.000963)     ([ 5, 8]  0.001066) 
  }
  From:  (4, 8)  {
    ([ 2, 6]  0.000687)     ([ 2, 7]  0.001343)     ([ 2, 8]  0.000705)     ([ 2, 9]  0.001034) 
    ([ 3, 6]  0.001631)     ([ 3, 7]  0.000787)     ([ 3, 8]  0.000884)     ([ 3, 9]  0.001831) 
    ([ 4, 6]  0.001766)     ([ 4, 7]  0.000966)     ([ 4, 8]  0.001759)     ([ 4, 9]  0.000732) 
    ([ 5, 6]  0.001085)     ([ 5, 7]  0.001449)     ([ 5, 8]  0.001591)     ([ 5, 9]  0.000653) 
  }
  From:  (4, 9)  {
    ([ 2, 7]  0.001541)     ([ 2, 8]  0.001160)     ([ 2, 9]  0.000814)     ([ 2, 1]  0.001543) 
    ([ 3, 7]  0.001310)     ([ 3, 8]  0.001271)     ([ 3, 9]  0.001616)     ([ 3, 1]  0.001141) 
    ([ 4, 7]  0.001448)     ([ 4, 8]  0.001161)     ([ 4, 9]  0.001724)     ([ 4, 1]  0.001270) 
    ([ 5, 7]  0.000780)     ([ 5, 8]  0.001414)     ([ 5, 9]  0.001308)     ([ 5, 1]  0.001478) 
  }
  From:  (5, 1)  {
    ([ 3, 8]  0.001621)     ([ 3, 9]  0.001367)     ([ 3, 1]  0.001686)     ([ 3, 2]  0.001619) 
    ([ 4, 8]  0.001238)     ([ 4, 9]  0.000933)     ([ 4, 1]  0.001274)     ([ 4, 2]  0.001480) 
    ([ 5, 8]  0.001046)     ([ 5, 9]  0.000830)     ([ 5, 1]  0.001477)     ([ 5, 2]  0.001382) 
    ([ 6, 8]  0.001711)     ([ 6, 9]  0.000843)     ([ 6, 1]  0.001459)     ([ 6, 2]  0.000708) 
  }
  From:  (5, 2)  {
    ([ 3, 9]  0.001652)     ([ 3, 1]  0.001815)     ([ 3, 2]  0.001053)     ([ 3, 3]  0.001199) 
    ([ 4, 9]  0.001334)     ([ 4, 1]  0.001031)     ([ 4, 2]  0.001581)     ([ 4, 3]  0.001741) 
    ([ 5, 9]  0.000934)     ([ 5, 1]  0.000832)     ([ 5, 2]  0.001774)     ([ 5, 3]  0.001749) 
    ([ 6, 9]  0.001696)     ([ 6, 1]  0.000712)     ([ 6, 2]  0.001538)     ([ 6, 3]  0.001814) 
  }
  From:  (5, 3)  {
    ([ 3, 1]  0.001203)     ([ 3, 2]  0.000991)     ([ 3, 3]  0.000825)     ([ 3, 4]  0.001510) 
    ([ 4, 1]  0.000985)     ([ 4, 2]  0.001488)     ([ 4, 3]  0.000706)     ([ 4, 4]  0.000725) 
    ([ 5, 1]  0.001453)     ([ 5, 2]  0.001687)     ([ 5, 3]  0.000896)     ([ 5, 4]  0.001765) 
    ([ 6, 1]  0.001251)     ([ 6, 2]  0.001525)     ([ 6, 3]  0.001345)     ([ 6, 4]  0.001622) 
  }
  From:  (5, 4)  {
    ([ 3, 2]  0.001729)     ([ 3, 3]  0.001074)     ([ 3, 4]  0.000891)     ([ 3, 5]  0.001587) 
    ([ 4, 2]  0.001235)     ([ 4, 3]  0.000873)     ([ 4, 4]  0.001231)     ([ 4, 5]  0.000757) 
    ([ 5, 2]  0.001007)     ([ 5, 3]  0.001522)     ([ 5, 4]  0.000935)     ([ 5, 5]  0.000680) 
    ([ 6, 2]  0.001514)     ([ 6, 3]  0.001076)     ([ 6, 4]  0.001727)     ([ 6, 5]  0.001039) 
  }
  From:  (5, 5)  {
    ([ 3, 3]  0.001059)     ([ 3, 4]  0.001329)     ([ 3, 5]  0.001242)     ([ 3, 6]  0.001805) 
    ([ 4, 3]  0.000988)     ([ 4, 4]  0.001679)     ([ 4, 5]  0.001414)     ([ 4, 6]  0.001661) 
    ([ 5, 3]  0.001504)     ([ 5, 4]  0.000667)     ([ 5, 5]  0.001115)     ([ 5, 6]  0.001270) 
    ([ 6, 3]  0.001270)     ([ 6, 4]  0.001388)     ([ 6, 5]  0.000899)     ([ 6, 6]  0.001634) 
  }
  From:  (5, 6)  {
    ([ 3, 4]  0.001542)     ([ 3, 5]  0.000848)     ([ 3, 6]  0.001037)     ([ 3, 7]  0.001824) 
    ([ 4, 4]  0.001009)     ([ 4, 5]  0.001087)     ([ 4, 6]  0.001518)     ([ 4, 7]  0.001307) 
    ([ 5, 4]  0.001353)     ([ 5, 5]  0.001485)     ([ 5, 6]  0.001538)     ([ 5, 7]  0.001014) 
    ([ 6, 4]  0.000884)     ([ 6, 5]  0.001459)     ([ 6, 6]  0.001342)     ([ 6, 7]  0.000699) 
  }
  From:  (5, 7)  {
    ([ 3, 5]  0.001255)     ([ 3, 6]  0.001629)     ([ 3, 7]  0.001183)     ([ 3, 8]  0.000758) 
    ([ 4, 5]  0.000734)     ([ 4, 6]  0.001432)     ([ 4, 7]  0.001825)     ([ 4, 8]  0.000929) 
    ([ 5, 5]  0.001823)     ([ 5, 6]  0.001657)     ([ 5, 7]  0.001165)     ([ 5, 8]  0.001396) 
    ([ 6, 5]  0.001733)     ([ 6, 6]  0.001588)     ([ 6, 7]  0.001481)     ([ 6, 8]  0.000968) 
  }
  From:  (5, 8)  {
    ([ 3, 6]  0.001249)     ([ 3, 7]  0.001802)     ([ 3, 8]  0.001459)     ([ 3, 9]  0.001358) 
    ([ 4, 6]  0.001684)     ([ 4, 7]  0.001351)     ([ 4, 8]  0.001334)     ([ 4, 9]  0.001401) 
    ([ 5, 6]  0.000945)     ([ 5, 7]  0.000693)     ([ 5, 8]  0.001417)     ([ 5, 9]  0.001123) 
    ([ 6, 6]  0.001751)     ([ 6, 7]  0.000701)     ([ 6, 8]  0.001543)     ([ 6, 9]  0.000811) 
  }
  From:  (5, 9)  {
    ([ 3, 7]  0.000668)     ([ 3, 8]  0.001191)     ([ 3, 9]  0.001157)     ([ 3, 1]  0.000810) 
    ([ 4, 7]  0.001284)     ([ 4, 8]  0.001829)     ([ 4, 9]  0.001328)     ([ 4, 1]  0.000690) 
    ([ 5, 7]  0.000780)     ([ 5, 8]  0.001098)     ([ 5, 9]  0.001621)     ([ 5, 1]  0.001457) 
    ([ 6, 7]  0.000874)     ([ 6, 8]  0.001668)     ([ 6, 9]  0.001400)     ([ 6, 1]  0.001484) 
  }
  From:  (6, 1)  {
    ([ 4, 8]  0.000710)     ([ 4, 9]  0.001822)     ([ 4, 1]  0.001467)     ([ 4, 2]  0.001154) 
    ([ 5, 8]  0.001683)     ([ 5, 9]  0.001336)     ([ 5, 1]  0.001234)     ([ 5, 2]  0.001467) 
    ([ 6, 8]  0.001035)     ([ 6, 9]  0.001174)     ([ 6, 1]  0.001267)     ([ 6, 2]  0.001466) 
    ([ 7, 8]  0.001387)     ([ 7, 9]  0.001207)     ([ 7, 1]  0.001781)     ([ 7, 2]  0.000861) 
  }
  From:  (6, 2)  {
    ([ 4, 9]  0.001249)     ([ 4, 1]  0.001576)     ([ 4, 2]  0.001773)     ([ 4, 3]  0.001519) 
    ([ 5, 9]  0.001782)     ([ 5, 1]  0.001055)     ([ 5, 2]  0.001750)     ([ 5, 3]  0.000694) 
    ([ 6, 9]  0.001235)     ([ 6, 1]  0.001667)     ([ 6, 2]  0.001314)     ([ 6, 3]  0.001792) 
    ([ 7, 9]  0.001382)     ([ 7, 1]  0.000988)     ([ 7, 2]  0.001071)     ([ 7, 3]  0.001817) 
  }
  From:  (6, 3)  {
    ([ 4, 1]  0.001509)     ([ 4, 2]  0.000776)     ([ 4, 3]  0.001301)     ([ 4, 4]  0.001574) 
    ([ 5, 1]  0.000669)     ([ 5, 2]  0.001606)     ([ 5, 3]  0.001460)     ([ 5, 4]  0.001368) 
    ([ 6, 1]  0.001250)     ([ 6, 2]  0.001653)     ([ 6, 3]  0.001506)     ([ 6, 4]  0.000740) 
    ([ 7, 1]  0.001117)     ([ 7, 2]  0.000921)     ([ 7, 3]  0.001493)     ([ 7, 4]  0.001095) 
  }
  From:  (6, 4)  {
    ([ 4, 2]  0.001792)     ([ 4, 3]  0.000724)     ([ 4, 4]  0.000674)     ([ 4, 5]  0.001198) 
    ([ 5, 2]  0.001053)     ([ 5, 3]  0.001453)     ([ 5, 4]  0.000726)     ([ 5, 5]  0.001446) 
    ([ 6, 2]  0.000778)     ([ 6, 3]  0.001068)     ([ 6, 4]  0.001539)     ([ 6, 5]  0.001273) 
    ([ 7, 2]  0.001278)     ([ 7, 3]  0.001645)     ([ 7, 4]  0.001258)     ([ 7, 5]  0.001225) 
  }
  From:  (6, 5)  {
    ([ 4, 3]  0.000865)     ([ 4, 4]  0.000777)     ([ 4, 5]  0.001616)     ([ 4, 6]  0.001763) 
    ([ 5, 3]  0.001306)     ([ 5, 4]  0.001217)     ([ 5, 5]  0.001461)     ([ 5, 6]  0.001322) 
    ([ 6, 3]  0.000780)     ([ 6, 4]  0.000886)     ([ 6, 5]  0.001835)     ([ 6, 6]  0.000740) 
    ([ 7, 3]  0.000950)     ([ 7, 4]  0.001202)     ([ 7, 5]  0.000906)     ([ 7, 6]  0.001720) 
  }
  From:  (6, 6)  {
    ([ 4, 4]  0.001599)     ([ 4, 5]  0.001763)     ([ 4, 6]  0.001772)     ([ 4, 7]  0.001242) 
    ([ 5, 4]  0.000711)     ([ 5, 5]  0.001270)     ([ 5, 6]  0.000978)     ([ 5, 7]  0.001683) 
    ([ 6, 4]  0.001471)     ([ 6, 5]  0.001523)     ([ 6, 6]  0.000966)     ([ 6, 7]  0.001109) 
    ([ 7, 4]  0.000693)     ([ 7, 5]  0.000905)     ([ 7, 6]  0.001621)     ([ 7, 7]  0.001334) 
  }
  From:  (6, 7)  {
    ([ 4, 5]  0.001456)     ([ 4, 6]  0.000747)     ([ 4, 7]  0.000867)     ([ 4, 8]  0.001726) 
    ([ 5, 5]  0.001711)     ([ 5, 6]  0.001624)     ([ 5, 7]  0.000921)     ([ 5, 8]  0.000724) 
    ([ 6, 5]  0.001070)     ([ 6, 6]  0.001304)     ([ 6, 7]  0.001097)     ([ 6, 8]  0.000719) 
    ([ 7, 5]  0.001712)     ([ 7, 6]  0.001802)     ([ 7, 7]  0.000929)     ([ 7, 8]  0.001192) 
  }
  From:  (6, 8)  {
    ([ 4, 6]  0.000847)     ([ 4, 7]  0.001728)     ([ 4, 8]  0.000786)     ([ 4, 9]  0.001163) 
    ([ 5, 6]  0.001364)     ([ 5, 7]  0.001114)     ([ 5, 8]  0.000679)     ([ 5, 9]  0.000937) 
    ([ 6, 6]  0.000693)     ([ 6, 7]  0.001556)     ([ 6, 8]  0.001655)     ([ 6, 9]  0.001756) 
    ([ 7, 6]  0.001749)     ([ 7, 7]  0.000727)     ([ 7, 8]  0.000770)     ([ 7, 9]  0.000982) 
  }
  From:  (6, 9)  {
    ([ 4, 7]  0.001128)     ([ 4, 8]  0.000885)     ([ 4, 9]  0.001395)     ([ 4, 1]  0.001114) 
    ([ 5, 7]  0.001407)     ([ 5, 8]  0.001275)     ([ 5, 9]  0.001075)     ([ 5, 1]  0.000862) 
    ([ 6, 7]  0.001615)     ([ 6, 8]  0.000949)     ([ 6, 9]  0.001040)     ([ 6, 1]  0.001639) 
    ([ 7, 7]  0.001467)     ([ 7, 8]  0.000944)     ([ 7, 9]  0.000957)     ([ 7, 1]  0.000816) 
  }
  From:  (7, 1)  {
    ([ 5, 8]  0.001259)     ([ 5, 9]  0.000969)     ([ 5, 1]  0.001076)     ([ 5, 2]  0.001122) 
    ([ 6, 8]  0.001516)     ([ 6, 9]  0.001102)     ([ 6, 1]  0.000935)     ([ 6, 2]  0.001208) 
    ([ 7, 8]  0.001476)     ([ 7, 9]  0.001284)     ([ 7, 1]  0.000957)     ([ 7, 2]  0.001325) 
    ([ 8, 8]  0.001540)     ([ 8, 9]  0.000788)     ([ 8, 1]  0.001407)     ([ 8, 2]  0.000963) 
  }
  From:  (7, 2)  {
    ([ 5, 9]  0.000917)     ([ 5, 1]  0.001425)     ([ 5, 2]  0.001411)     ([ 5, 3]  0.000706) 
    ([ 6, 9]  0.001581)     ([ 6, 1]  0.001315)     ([ 6, 2]  0.001540)     ([ 6, 3]  0.000741) 
    ([ 7, 9]  0.000847)     ([ 7, 1]  0.001313)     ([ 7, 2]  0.000778)     ([ 7, 3]  0.001134) 
    ([ 8, 9]  0.000655)     ([ 8, 1]  0.001692)     ([ 8, 2]  0.001761)     ([ 8, 3]  0.001240) 
  }
  From:  (7, 3)  {
    ([ 5, 1]  0.001063)     ([ 5, 2]  0.000869)     ([ 5, 3]  0.000977)     ([ 5, 4]  0.001162) 
    ([ 6, 1]  0.001574)     ([ 6, 2]  0.000709)     ([ 6, 3]  0.001553)     ([ 6, 4]  0.001736) 
    ([ 7, 1]  0.001550)     ([ 7, 2]  0.000809)     ([ 7, 3]  0.001736)     ([ 7, 4]  0.001488) 
    ([ 8, 1]  0.001008)     ([ 8, 2]  0.001411)     ([ 8, 3]  0.001376)     ([ 8, 4]  0.000676) 
  }
  From:  (7, 4)  {
    ([ 5, 2]  0.001364)     ([ 5, 3]  0.001701)     ([ 5, 4]  0.001685)     ([ 5, 5]  0.001791) 
    ([ 6, 2]  0.000834)     ([ 6, 3]  0.000792)     ([ 6, 4]  0.001032)     ([ 6, 5]  0.001602) 
    ([ 7, 2]  0.000931)     ([ 7, 3]  0.001075)     ([ 7, 4]  0.001149)     ([ 7, 5]  0.000767) 
    ([ 8, 2]  0.001515)     ([ 8, 3]  0.001833)     ([ 8, 4]  0.001496)     ([ 8, 5]  0.001645) 
  }
  From:  (7, 5)  {
    ([ 5, 3]  0.001067)     ([ 5, 4]  0.000657)     ([ 5, 5]  0.001838)     ([ 5, 6]  0.000738) 
    ([ 6, 3]  0.000947)     ([ 6, 4]  0.001325)     ([ 6, 5]  0.000715)     ([ 6, 6]  0.001267) 
    ([ 7, 3]  0.000688)     ([ 7, 4]  0.001300)     ([ 7, 5]  0.001271)     ([ 7, 6]  0.001685) 
    ([ 8, 3]  0.000921)     ([ 8, 4]  0.000789)     ([ 8, 5]  0.001812)     ([ 8, 6]  0.001063) 
  }
  From:  (7, 6)  {
    ([ 5, 4]  0.001532)     ([ 5, 5]  0.000712)     ([ 5, 6]  0.001728)     ([ 5, 7]  0.001051) 
    ([ 6, 4]  0.000837)     ([ 6, 5]  0.001748)     ([ 6, 6]  0.000792)     ([ 6, 7]  0.000939) 
    ([ 7, 4]  0.000855)     ([ 7, 5]  0.000944)     ([ 7, 6]  0.000976)     ([ 7, 7]  0.001583) 
    ([ 8, 4]  0.001817)     ([ 8, 5]  0.000850)     ([ 8, 6]  0.001590)     ([ 8, 7]  0.001650) 
  }
  From:  (7, 7)  {
    ([ 5, 5]  0.001419)     ([ 5, 6]  0.001719)     ([ 5, 7]  0.000754)     ([ 5, 8]  0.000954) 
    ([ 6, 5]  0.001457)     ([ 6, 6]  0.000701)     ([ 6, 7]  0.000951)     ([ 6, 8]  0.001824) 
    ([ 7, 5]  0.001141)     ([ 7, 6]  0.001586)     ([ 7, 7]  0.000869)     ([ 7, 8]  0.000833) 
    ([ 8, 5]  0.001759)     ([ 8, 6]  0.000915)     ([ 8, 7]  0.001188)     ([ 8, 8]  0.000663) 
  }
  From:  (7, 8)  {
    ([ 5, 6]  0.000724)     ([ 5, 7]  0.001587)     ([ 5, 8]  0.001079)     ([ 5, 9]  0.001343) 
    ([ 6, 6]  0.001488)     ([ 6, 7]  0.001431)     ([ 6, 8]  0.001108)     ([ 6, 9]  0.001222) 
    ([ 7, 6]  0.001822)     ([ 7, 7]  0.001593)     ([ 7, 8]  0.000829)     ([ 7, 9]  0.001171) 
    ([ 8, 6]  0.000893)     ([ 8, 7]  0.001200)     ([ 8, 8]  0.000947)     ([ 8, 9]  0.001096) 
  }
  From:  (7, 9)  {
    ([ 5, 7]  0.001078)     ([ 5, 8]  0.001414)     ([ 5, 9]  0.001605)     ([ 5, 1]  0.001091) 
    ([ 6, 7]  0.001440)     ([ 6, 8]  0.000902)     ([ 6, 9]  0.001012)     ([ 6, 1]  0.000780) 
    ([ 7, 7]  0.001186)     ([ 7, 8]  0.001046)     ([ 7, 9]  0.001378)     ([ 7, 1]  0.001733) 
    ([ 8, 7]  0.001487)     ([ 8, 8]  0.001804)     ([ 8, 9]  0.001664)     ([ 8, 1]  0.001547) 
  }
  From:  (8, 1)  {
    ([ 6, 8]  0.001696)     ([ 6, 9]  0.000745)     ([ 6, 1]  0.000892)     ([ 6, 2]  0.001179) 
    ([ 7, 8]  0.001161)     ([ 7, 9]  0.001588)     ([ 7, 1]  0.001738)     ([ 7, 2]  0.000918) 
    ([ 8, 8]  0.000940)     ([ 8, 9]  0.000700)     ([ 8, 1]  0.001084)     ([ 8, 2]  0.001820) 
    ([ 9, 8]  0.001162)     ([ 9, 9]  0.001488)     ([ 9, 1]  0.001244)     ([ 9, 2]  0.001348) 
  }
  From:  (8, 2)  {
    ([ 6, 9]  0.001180)     ([ 6, 1]  0.001588)     ([ 6, 2]  0.001190)     ([ 6, 3]  0.001439) 
    ([ 7, 9]  0.000948)     ([ 7, 1]  0.000960)     ([ 7, 2]  0.001245)     ([ 7, 3]  0.001222) 
    ([ 8, 9]  0.000962)     ([ 8, 1]  0.001592)     ([ 8, 2]  0.001394)     ([ 8, 3]  0.001375) 
    ([ 9, 9]  0.000836)     ([ 9, 1]  0.000822)     ([ 9, 2]  0.001334)     ([ 9, 3]  0.001170) 
  }
  From:  (8, 3)  {
    ([ 6, 1]  0.000979)     ([ 6, 2]  0.001361)     ([ 6, 3]  0.001017)     ([ 6, 4]  0.001314) 
    ([ 7, 1]  0.000865)     ([ 7, 2]  0.001271)     ([ 7, 3]  0.001434)     ([ 7, 4]  0.001405) 
    ([ 8, 1]  0.000817)     ([ 8, 2]  0.001087)     ([ 8, 3]  0.001487)     ([ 8, 4]  0.000976) 
    ([ 9, 1]  0.001563)     ([ 9, 2]  0.000745)     ([ 9, 3]  0.001731)     ([ 9, 4]  0.000888) 
  }
  From:  (8, 4)  {
    ([ 6, 2]  0.001503)     ([ 6, 3]  0.001787)     ([ 6, 4]  0.000859)     ([ 6, 5]  0.001637) 
    ([ 7, 2]  0.001259)     ([ 7, 3]  0.001823)     ([ 7, 4]  0.000863)     ([ 7, 5]  0.001028) 
    ([ 8, 2]  0.001418)     ([ 8, 3]  0.001565)     ([ 8, 4]  0.001773)     ([ 8, 5]  0.000750) 
    ([ 9, 2]  0.001684)     ([ 9, 3]  0.000708)     ([ 9, 4]  0.001176)     ([ 9, 5]  0.001316) 
  }
  From:  (8, 5)  {
    ([ 6, 3]  0.001092)     ([ 6, 4]  0.000729)     ([ 6, 5]  0.000993)     ([ 6, 6]  0.000825) 
    ([ 7, 3]  0.001495)     ([ 7, 4]  0.000735)     ([ 7, 5]  0.001364)     ([ 7, 6]  0.000999) 
    ([ 8, 3]  0.001452)     ([ 8, 4]  0.001157)     ([ 8, 5]  0.001008)     ([ 8, 6]  0.001200) 
    ([ 9, 3]  0.000881)     ([ 9, 4]  0.001806)     ([ 9, 5]  0.001524)     ([ 9, 6]  0.000809) 
  }
  From:  (8, 6)  {
    ([ 6, 4]  0.000837)     ([ 6, 5]  0.001170)     ([ 6, 6]  0.001656)     ([ 6, 7]  0.001694) 
    ([ 7, 4]  0.001077)     ([ 7, 5]  0.000803)     ([ 7, 6]  0.001520)     ([ 7, 7]  0.001431) 
    ([ 8, 4]  0.001151)     ([ 8, 5]  0.000716)     ([ 8, 6]  0.000844)     ([ 8, 7]  0.001754) 
    ([ 9, 4]  0.000933)     ([ 9, 5]  0.001108)     ([ 9, 6]  0.001495)     ([ 9, 7]  0.001736) 
  }
  From:  (8, 7)  {
    ([ 6, 5]  0.001460)     ([ 6, 6]  0.000727)     ([ 6, 7]  0.001326)     ([ 6, 8]  0.000690) 
    ([ 7, 5]  0.001389)     ([ 7, 6]  0.000843)     ([ 7, 7]  0.001636)     ([ 7, 8]  0.001270) 
    ([ 8, 5]  0.000824)     ([ 8, 6]  0.001234)     ([ 8, 7]  0.001608)     ([ 8, 8]  0.001225) 
    ([ 9, 5]  0.001381)     ([ 9, 6]  0.001780)     ([ 9, 7]  0.001007)     ([ 9, 8]  0.001011) 
  }
  From:  (8, 8)  {
    ([ 6, 6]  0.001247)     ([ 6, 7]  0.000722)     ([ 6, 8]  0.000948)     ([ 6, 9]  0.000931) 
    ([ 7, 6]  0.001435)     ([ 7, 7]  0.000737)     ([ 7, 8]  0.001582)     ([ 7, 9]  0.001492) 
    ([ 8, 6]  0.000746)     ([ 8, 7]  0.000701)     ([ 8, 8]  0.000714)     ([ 8, 9]  0.000795) 
    ([ 9, 6]  0.001491)     ([ 9, 7]  0.001194)     ([ 9, 8]  0.001079)     ([ 9, 9]  0.001301) 
  }
  From:  (8, 9)  {
    ([ 6, 7]  0.001632)     ([ 6, 8]  0.001778)     ([ 6, 9]  0.001477)     ([ 6, 1]  0.001678) 
    ([ 7, 7]  0.001381)     ([ 7, 8]  0.001563)     ([ 7, 9]  0.001719)     ([ 7, 1]  0.001663) 
    ([ 8, 7]  0.001789)     ([ 8, 8]  0.001803)     ([ 8, 9]  0.001496)     ([ 8, 1]  0.001713) 
    ([ 9, 7]  0.000731)     ([ 9, 8]  0.000833)     ([ 9, 9]  0.001130)     ([ 9, 1]  0.001496) 
  }
  From:  (9, 1)  {
    ([ 7, 8]  0.001843)     ([ 7, 9]  0.000971)     ([ 7, 1]  0.001363)     ([ 7, 2]  0.000809) 
    ([ 8, 8]  0.001305)     ([ 8, 9]  0.001426)     ([ 8, 1]  0.001504)     ([ 8, 2]  0.001269) 
    ([ 9, 8]  0.001424)     ([ 9, 9]  0.001067)     ([ 9, 1]  0.000684)     ([ 9, 2]  0.000705) 
    ([ 1, 8]  0.000746)     ([ 1, 9]  0.001391)     ([ 1, 1]  0.001440)     ([ 1, 2]  0.001843) 
  }
  From:  (9, 2)  {
    ([ 7, 9]  0.001196)     ([ 7, 1]  0.000716)     ([ 7, 2]  0.001752)     ([ 7, 3]  0.001325) 
    ([ 8, 9]  0.001754)     ([ 8, 1]  0.000771)     ([ 8, 2]  0.001171)     ([ 8, 3]  0.001615) 
    ([ 9, 9]  0.001265)     ([ 9, 1]  0.000844)     ([ 9, 2]  0.000692)     ([ 9, 3]  0.001712) 
    ([ 1, 9]  0.001039)     ([ 1, 1]  0.001659)     ([ 1, 2]  0.001805)     ([ 1, 3]  0.001560) 
  }
  From:  (9, 3)  {
    ([ 7, 1]  0.001245)     ([ 7, 2]  0.001199)     ([ 7, 3]  0.000828)     ([ 7, 4]  0.000862) 
    ([ 8, 1]  0.000698)     ([ 8, 2]  0.000995)     ([ 8, 3]  0.001099)     ([ 8, 4]  0.001687) 
    ([ 9, 1]  0.001577)     ([ 9, 2]  0.001539)     ([ 9, 3]  0.001756)     ([ 9, 4]  0.001339) 
    ([ 1, 1]  0.000954)     ([ 1, 2]  0.001808)     ([ 1, 3]  0.001765)     ([ 1, 4]  0.001500) 
  }
  From:  (9, 4)  {
    ([ 7, 2]  0.001194)     ([ 7, 3]  0.000949)     ([ 7, 4]  0.000680)     ([ 7, 5]  0.000822) 
    ([ 8, 2]  0.000697)     ([ 8, 3]  0.001752)     ([ 8, 4]  0.000654)     ([ 8, 5]  0.001782) 
    ([ 9, 2]  0.001330)     ([ 9, 3]  0.001076)     ([ 9, 4]  0.000884)     ([ 9, 5]  0.001418) 
    ([ 1, 2]  0.001374)     ([ 1, 3]  0.000861)     ([ 1, 4]  0.001807)     ([ 1, 5]  0.001694) 
  }
  From:  (9, 5)  {
    ([ 7, 3]  0.001551)     ([ 7, 4]  0.001355)     ([ 7, 5]  0.000899)     ([ 7, 6]  0.000928) 
    ([ 8, 3]  0.001668)     ([ 8, 4]  0.001143)     ([ 8, 5]  0.000712)     ([ 8, 6]  0.001108) 
    ([ 9, 3]  0.000816)     ([ 9, 4]  0.001013)     ([ 9, 5]  0.001846)     ([ 9, 6]  0.001294) 
    ([ 1, 3]  0.000709)     ([ 1, 4]  0.000959)     ([ 1, 5]  0.001363)     ([ 1, 6]  0.001560) 
  }
  From:  (9, 6)  {
    ([ 7, 4]  0.001046)     ([ 7, 5]  0.001322)     ([ 7, 6]  0.001105)     ([ 7, 7]  0.001390) 
    ([ 8, 4]  0.001457)     ([ 8, 5]  0.001804)     ([ 8, 6]  0.000864)     ([ 8, 7]  0.000750) 
    ([ 9, 4]  0.001411)     ([ 9, 5]  0.000693)     ([ 9, 6]  0.000791)     ([ 9, 7]  0.001625) 
    ([ 1, 4]  0.001402)     ([ 1, 5]  0.001022)     ([ 1, 6]  0.001369)     ([ 1, 7]  0.000974) 
  }
  From:  (9, 7)  {
    ([ 7, 5]  0.001802)     ([ 7, 6]  0.000671)     ([ 7, 7]  0.001002)     ([ 7, 8]  0.001287) 
    ([ 8, 5]  0.001218)     ([ 8, 6]  0.000688)     ([ 8, 7]  0.001496)     ([ 8, 8]  0.001801) 
    ([ 9, 5]  0.000706)     ([ 9, 6]  0.001640)     ([ 9, 7]  0.000893)     ([ 9, 8]  0.001104) 
    ([ 1, 5]  0.001128)     ([ 1, 6]  0.000792)     ([ 1, 7]  0.001217)     ([ 1, 8]  0.001610) 
  }
  From:  (9, 8)  {
    ([ 7, 6]  0.001758)     ([ 7, 7]  0.000882)     ([ 7, 8]  0.000967)     ([ 7, 9]  0.000970) 
    ([ 8, 6]  0.001795)     ([ 8, 7]  0.001534)     ([ 8, 8]  0.001753)     ([ 8, 9]  0.001663) 
    ([ 9, 6]  0.001576)     ([ 9, 7]  0.001201)     ([ 9, 8]  0.001425)     ([ 9, 9]  0.001088) 
    ([ 1, 6]  0.001711)     ([ 1, 7]  0.001484)     ([ 1, 8]  0.001481)     ([ 1, 9]  0.000755) 
  }
  From:  (9, 9)  {
    ([ 7, 7]  0.001351)     ([ 7, 8]  0.001375)     ([ 7, 9]  0.001364)     ([ 7, 1]  0.000685) 
    ([ 8, 7]  0.001306)     ([ 8, 8]  0.001427)     ([ 8, 9]  0.001181)     ([ 8, 1]  0.001113) 
    ([ 9, 7]  0.001015)     ([ 9, 8]  0.001220)     ([ 9, 9]  0.001469)     ([ 9, 1]  0.000757) 
    ([ 1, 7]  0.001530)     ([ 1, 8]  0.001213)     ([ 1, 9]  0.001026)     ([ 1, 1]  0.000976) 
  }
}

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