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_16
attsefd2.w
attvatts.w
efd1efd1.w
efd1efd2.w
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weightslist.txt *
                            
% Sat Nov 21 22:27:43 2015

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

Connect(efd2, ev4h)  {
  From:  (1, 1)  {
    ([ 8, 8]  0.001668)     ([ 8, 9]  0.001960)     ([ 8, 1]  0.001077)     ([ 8, 2]  0.002042)     ([ 8, 3]  0.001029) 
    ([ 9, 8]  0.002091)     ([ 9, 9]  0.001936)     ([ 9, 1]  0.001407)     ([ 9, 2]  0.001302)     ([ 9, 3]  0.001225) 
    ([ 1, 8]  0.001602)     ([ 1, 9]  0.001513)     ([ 1, 1]  0.000801)     ([ 1, 2]  0.001940)     ([ 1, 3]  0.000996) 
    ([ 2, 8]  0.001434)     ([ 2, 9]  0.001795)     ([ 2, 1]  0.000918)     ([ 2, 2]  0.001447)     ([ 2, 3]  0.000766) 
    ([ 3, 8]  0.001279)     ([ 3, 9]  0.001288)     ([ 3, 1]  0.000850)     ([ 3, 2]  0.001575)     ([ 3, 3]  0.001862) 
  }
  From:  (1, 2)  {
    ([ 8, 9]  0.001746)     ([ 8, 1]  0.001090)     ([ 8, 2]  0.001931)     ([ 8, 3]  0.002092)     ([ 8, 4]  0.001593) 
    ([ 9, 9]  0.001146)     ([ 9, 1]  0.002071)     ([ 9, 2]  0.000829)     ([ 9, 3]  0.001591)     ([ 9, 4]  0.001065) 
    ([ 1, 9]  0.002063)     ([ 1, 1]  0.001247)     ([ 1, 2]  0.001900)     ([ 1, 3]  0.001431)     ([ 1, 4]  0.001873) 
    ([ 2, 9]  0.001912)     ([ 2, 1]  0.000853)     ([ 2, 2]  0.000900)     ([ 2, 3]  0.001990)     ([ 2, 4]  0.000948) 
    ([ 3, 9]  0.001522)     ([ 3, 1]  0.000794)     ([ 3, 2]  0.001332)     ([ 3, 3]  0.001345)     ([ 3, 4]  0.002025) 
  }
  From:  (1, 3)  {
    ([ 8, 1]  0.001082)     ([ 8, 2]  0.001695)     ([ 8, 3]  0.001436)     ([ 8, 4]  0.002045)     ([ 8, 5]  0.001700) 
    ([ 9, 1]  0.001425)     ([ 9, 2]  0.001378)     ([ 9, 3]  0.001849)     ([ 9, 4]  0.002055)     ([ 9, 5]  0.001654) 
    ([ 1, 1]  0.001445)     ([ 1, 2]  0.001562)     ([ 1, 3]  0.000995)     ([ 1, 4]  0.000943)     ([ 1, 5]  0.001532) 
    ([ 2, 1]  0.001339)     ([ 2, 2]  0.001610)     ([ 2, 3]  0.001907)     ([ 2, 4]  0.001831)     ([ 2, 5]  0.001003) 
    ([ 3, 1]  0.001816)     ([ 3, 2]  0.001792)     ([ 3, 3]  0.001219)     ([ 3, 4]  0.001934)     ([ 3, 5]  0.000793) 
  }
  From:  (1, 4)  {
    ([ 8, 2]  0.000809)     ([ 8, 3]  0.000852)     ([ 8, 4]  0.000790)     ([ 8, 5]  0.002099)     ([ 8, 6]  0.002098) 
    ([ 9, 2]  0.001008)     ([ 9, 3]  0.001141)     ([ 9, 4]  0.000774)     ([ 9, 5]  0.001315)     ([ 9, 6]  0.000781) 
    ([ 1, 2]  0.001374)     ([ 1, 3]  0.001120)     ([ 1, 4]  0.001994)     ([ 1, 5]  0.001369)     ([ 1, 6]  0.001444) 
    ([ 2, 2]  0.001499)     ([ 2, 3]  0.000857)     ([ 2, 4]  0.001019)     ([ 2, 5]  0.001977)     ([ 2, 6]  0.001451) 
    ([ 3, 2]  0.001073)     ([ 3, 3]  0.000852)     ([ 3, 4]  0.001751)     ([ 3, 5]  0.002090)     ([ 3, 6]  0.001375) 
  }
  From:  (1, 5)  {
    ([ 8, 3]  0.000877)     ([ 8, 4]  0.002008)     ([ 8, 5]  0.000874)     ([ 8, 6]  0.001881)     ([ 8, 7]  0.001647) 
    ([ 9, 3]  0.001232)     ([ 9, 4]  0.001892)     ([ 9, 5]  0.000839)     ([ 9, 6]  0.001922)     ([ 9, 7]  0.001570) 
    ([ 1, 3]  0.001335)     ([ 1, 4]  0.001942)     ([ 1, 5]  0.001376)     ([ 1, 6]  0.000930)     ([ 1, 7]  0.001448) 
    ([ 2, 3]  0.000743)     ([ 2, 4]  0.001533)     ([ 2, 5]  0.002016)     ([ 2, 6]  0.000783)     ([ 2, 7]  0.001977) 
    ([ 3, 3]  0.000759)     ([ 3, 4]  0.001506)     ([ 3, 5]  0.001590)     ([ 3, 6]  0.001401)     ([ 3, 7]  0.001866) 
  }
  From:  (1, 6)  {
    ([ 8, 4]  0.000898)     ([ 8, 5]  0.001265)     ([ 8, 6]  0.000917)     ([ 8, 7]  0.001122)     ([ 8, 8]  0.001392) 
    ([ 9, 4]  0.002027)     ([ 9, 5]  0.002021)     ([ 9, 6]  0.001382)     ([ 9, 7]  0.001144)     ([ 9, 8]  0.001228) 
    ([ 1, 4]  0.001878)     ([ 1, 5]  0.001068)     ([ 1, 6]  0.001408)     ([ 1, 7]  0.001138)     ([ 1, 8]  0.001896) 
    ([ 2, 4]  0.000837)     ([ 2, 5]  0.001505)     ([ 2, 6]  0.001913)     ([ 2, 7]  0.001786)     ([ 2, 8]  0.001992) 
    ([ 3, 4]  0.001229)     ([ 3, 5]  0.001817)     ([ 3, 6]  0.000785)     ([ 3, 7]  0.001372)     ([ 3, 8]  0.001431) 
  }
  From:  (1, 7)  {
    ([ 8, 5]  0.002069)     ([ 8, 6]  0.000718)     ([ 8, 7]  0.001657)     ([ 8, 8]  0.001448)     ([ 8, 9]  0.002008) 
    ([ 9, 5]  0.001119)     ([ 9, 6]  0.000719)     ([ 9, 7]  0.002096)     ([ 9, 8]  0.001784)     ([ 9, 9]  0.001570) 
    ([ 1, 5]  0.001610)     ([ 1, 6]  0.001529)     ([ 1, 7]  0.002065)     ([ 1, 8]  0.001008)     ([ 1, 9]  0.000863) 
    ([ 2, 5]  0.001036)     ([ 2, 6]  0.001562)     ([ 2, 7]  0.001790)     ([ 2, 8]  0.001362)     ([ 2, 9]  0.001087) 
    ([ 3, 5]  0.001264)     ([ 3, 6]  0.000985)     ([ 3, 7]  0.001656)     ([ 3, 8]  0.002023)     ([ 3, 9]  0.001335) 
  }
  From:  (1, 8)  {
    ([ 8, 6]  0.001696)     ([ 8, 7]  0.001606)     ([ 8, 8]  0.001097)     ([ 8, 9]  0.000933)     ([ 8, 1]  0.001563) 
    ([ 9, 6]  0.001440)     ([ 9, 7]  0.001942)     ([ 9, 8]  0.001655)     ([ 9, 9]  0.001035)     ([ 9, 1]  0.001293) 
    ([ 1, 6]  0.001966)     ([ 1, 7]  0.001193)     ([ 1, 8]  0.001237)     ([ 1, 9]  0.000877)     ([ 1, 1]  0.000785) 
    ([ 2, 6]  0.001233)     ([ 2, 7]  0.001971)     ([ 2, 8]  0.001745)     ([ 2, 9]  0.001368)     ([ 2, 1]  0.001087) 
    ([ 3, 6]  0.000714)     ([ 3, 7]  0.000925)     ([ 3, 8]  0.001434)     ([ 3, 9]  0.000785)     ([ 3, 1]  0.002088) 
  }
  From:  (1, 9)  {
    ([ 8, 7]  0.001932)     ([ 8, 8]  0.002084)     ([ 8, 9]  0.001009)     ([ 8, 1]  0.001294)     ([ 8, 2]  0.001676) 
    ([ 9, 7]  0.001251)     ([ 9, 8]  0.001057)     ([ 9, 9]  0.001876)     ([ 9, 1]  0.001574)     ([ 9, 2]  0.001229) 
    ([ 1, 7]  0.001085)     ([ 1, 8]  0.001096)     ([ 1, 9]  0.002091)     ([ 1, 1]  0.001644)     ([ 1, 2]  0.001464) 
    ([ 2, 7]  0.001190)     ([ 2, 8]  0.001111)     ([ 2, 9]  0.001231)     ([ 2, 1]  0.000723)     ([ 2, 2]  0.001538) 
    ([ 3, 7]  0.001040)     ([ 3, 8]  0.001917)     ([ 3, 9]  0.001945)     ([ 3, 1]  0.001467)     ([ 3, 2]  0.001901) 
  }
  From:  (2, 1)  {
    ([ 9, 8]  0.002032)     ([ 9, 9]  0.002099)     ([ 9, 1]  0.001881)     ([ 9, 2]  0.001789)     ([ 9, 3]  0.001487) 
    ([ 1, 8]  0.001155)     ([ 1, 9]  0.001458)     ([ 1, 1]  0.001973)     ([ 1, 2]  0.001566)     ([ 1, 3]  0.001078) 
    ([ 2, 8]  0.001933)     ([ 2, 9]  0.001443)     ([ 2, 1]  0.001276)     ([ 2, 2]  0.001286)     ([ 2, 3]  0.001193) 
    ([ 3, 8]  0.001214)     ([ 3, 9]  0.001110)     ([ 3, 1]  0.001247)     ([ 3, 2]  0.001228)     ([ 3, 3]  0.001779) 
    ([ 4, 8]  0.001050)     ([ 4, 9]  0.000754)     ([ 4, 1]  0.001218)     ([ 4, 2]  0.000810)     ([ 4, 3]  0.001240) 
  }
  From:  (2, 2)  {
    ([ 9, 9]  0.001657)     ([ 9, 1]  0.001482)     ([ 9, 2]  0.001289)     ([ 9, 3]  0.001020)     ([ 9, 4]  0.001145) 
    ([ 1, 9]  0.001322)     ([ 1, 1]  0.001718)     ([ 1, 2]  0.001094)     ([ 1, 3]  0.001647)     ([ 1, 4]  0.001324) 
    ([ 2, 9]  0.001360)     ([ 2, 1]  0.000973)     ([ 2, 2]  0.001944)     ([ 2, 3]  0.001900)     ([ 2, 4]  0.001686) 
    ([ 3, 9]  0.001379)     ([ 3, 1]  0.002055)     ([ 3, 2]  0.002025)     ([ 3, 3]  0.001110)     ([ 3, 4]  0.001761) 
    ([ 4, 9]  0.001743)     ([ 4, 1]  0.001674)     ([ 4, 2]  0.001910)     ([ 4, 3]  0.000723)     ([ 4, 4]  0.002082) 
  }
  From:  (2, 3)  {
    ([ 9, 1]  0.001308)     ([ 9, 2]  0.001913)     ([ 9, 3]  0.001694)     ([ 9, 4]  0.001164)     ([ 9, 5]  0.001195) 
    ([ 1, 1]  0.001135)     ([ 1, 2]  0.001905)     ([ 1, 3]  0.001220)     ([ 1, 4]  0.001668)     ([ 1, 5]  0.001025) 
    ([ 2, 1]  0.001782)     ([ 2, 2]  0.001675)     ([ 2, 3]  0.000978)     ([ 2, 4]  0.001584)     ([ 2, 5]  0.001462) 
    ([ 3, 1]  0.001996)     ([ 3, 2]  0.001185)     ([ 3, 3]  0.001648)     ([ 3, 4]  0.001872)     ([ 3, 5]  0.001855) 
    ([ 4, 1]  0.001574)     ([ 4, 2]  0.001043)     ([ 4, 3]  0.000915)     ([ 4, 4]  0.001265)     ([ 4, 5]  0.000953) 
  }
  From:  (2, 4)  {
    ([ 9, 2]  0.001346)     ([ 9, 3]  0.000907)     ([ 9, 4]  0.001367)     ([ 9, 5]  0.000730)     ([ 9, 6]  0.001762) 
    ([ 1, 2]  0.001209)     ([ 1, 3]  0.001491)     ([ 1, 4]  0.002021)     ([ 1, 5]  0.000850)     ([ 1, 6]  0.000883) 
    ([ 2, 2]  0.000907)     ([ 2, 3]  0.001264)     ([ 2, 4]  0.001412)     ([ 2, 5]  0.001102)     ([ 2, 6]  0.001041) 
    ([ 3, 2]  0.001459)     ([ 3, 3]  0.001450)     ([ 3, 4]  0.001797)     ([ 3, 5]  0.002083)     ([ 3, 6]  0.001668) 
    ([ 4, 2]  0.001661)     ([ 4, 3]  0.001010)     ([ 4, 4]  0.001255)     ([ 4, 5]  0.001736)     ([ 4, 6]  0.001541) 
  }
  From:  (2, 5)  {
    ([ 9, 3]  0.001892)     ([ 9, 4]  0.001795)     ([ 9, 5]  0.001997)     ([ 9, 6]  0.001701)     ([ 9, 7]  0.001532) 
    ([ 1, 3]  0.001188)     ([ 1, 4]  0.001748)     ([ 1, 5]  0.001796)     ([ 1, 6]  0.000971)     ([ 1, 7]  0.001170) 
    ([ 2, 3]  0.001953)     ([ 2, 4]  0.001789)     ([ 2, 5]  0.001670)     ([ 2, 6]  0.001707)     ([ 2, 7]  0.001166) 
    ([ 3, 3]  0.000840)     ([ 3, 4]  0.000796)     ([ 3, 5]  0.001913)     ([ 3, 6]  0.002006)     ([ 3, 7]  0.001646) 
    ([ 4, 3]  0.002065)     ([ 4, 4]  0.001742)     ([ 4, 5]  0.001140)     ([ 4, 6]  0.001404)     ([ 4, 7]  0.001049) 
  }
  From:  (2, 6)  {
    ([ 9, 4]  0.001048)     ([ 9, 5]  0.001973)     ([ 9, 6]  0.001266)     ([ 9, 7]  0.000761)     ([ 9, 8]  0.002050) 
    ([ 1, 4]  0.001534)     ([ 1, 5]  0.001128)     ([ 1, 6]  0.000948)     ([ 1, 7]  0.000992)     ([ 1, 8]  0.001596) 
    ([ 2, 4]  0.000870)     ([ 2, 5]  0.001527)     ([ 2, 6]  0.001420)     ([ 2, 7]  0.000832)     ([ 2, 8]  0.001289) 
    ([ 3, 4]  0.001524)     ([ 3, 5]  0.001843)     ([ 3, 6]  0.001044)     ([ 3, 7]  0.001284)     ([ 3, 8]  0.001933) 
    ([ 4, 4]  0.001354)     ([ 4, 5]  0.000985)     ([ 4, 6]  0.001326)     ([ 4, 7]  0.001141)     ([ 4, 8]  0.001923) 
  }
  From:  (2, 7)  {
    ([ 9, 5]  0.000967)     ([ 9, 6]  0.000758)     ([ 9, 7]  0.001531)     ([ 9, 8]  0.002069)     ([ 9, 9]  0.001643) 
    ([ 1, 5]  0.001947)     ([ 1, 6]  0.000952)     ([ 1, 7]  0.000762)     ([ 1, 8]  0.000736)     ([ 1, 9]  0.001394) 
    ([ 2, 5]  0.000820)     ([ 2, 6]  0.000949)     ([ 2, 7]  0.000727)     ([ 2, 8]  0.000769)     ([ 2, 9]  0.000987) 
    ([ 3, 5]  0.001861)     ([ 3, 6]  0.000803)     ([ 3, 7]  0.000928)     ([ 3, 8]  0.001250)     ([ 3, 9]  0.000784) 
    ([ 4, 5]  0.001909)     ([ 4, 6]  0.001199)     ([ 4, 7]  0.001470)     ([ 4, 8]  0.001713)     ([ 4, 9]  0.001501) 
  }
  From:  (2, 8)  {
    ([ 9, 6]  0.001917)     ([ 9, 7]  0.001452)     ([ 9, 8]  0.001841)     ([ 9, 9]  0.001844)     ([ 9, 1]  0.000991) 
    ([ 1, 6]  0.001949)     ([ 1, 7]  0.000932)     ([ 1, 8]  0.000726)     ([ 1, 9]  0.000772)     ([ 1, 1]  0.002035) 
    ([ 2, 6]  0.001189)     ([ 2, 7]  0.001806)     ([ 2, 8]  0.001492)     ([ 2, 9]  0.000939)     ([ 2, 1]  0.000864) 
    ([ 3, 6]  0.001721)     ([ 3, 7]  0.001999)     ([ 3, 8]  0.000856)     ([ 3, 9]  0.002039)     ([ 3, 1]  0.001906) 
    ([ 4, 6]  0.001916)     ([ 4, 7]  0.001964)     ([ 4, 8]  0.001226)     ([ 4, 9]  0.001904)     ([ 4, 1]  0.001184) 
  }
  From:  (2, 9)  {
    ([ 9, 7]  0.001582)     ([ 9, 8]  0.001195)     ([ 9, 9]  0.000811)     ([ 9, 1]  0.000752)     ([ 9, 2]  0.001407) 
    ([ 1, 7]  0.002050)     ([ 1, 8]  0.001257)     ([ 1, 9]  0.000985)     ([ 1, 1]  0.001367)     ([ 1, 2]  0.001510) 
    ([ 2, 7]  0.001860)     ([ 2, 8]  0.001551)     ([ 2, 9]  0.001130)     ([ 2, 1]  0.000985)     ([ 2, 2]  0.001924) 
    ([ 3, 7]  0.001562)     ([ 3, 8]  0.000755)     ([ 3, 9]  0.001319)     ([ 3, 1]  0.001599)     ([ 3, 2]  0.001094) 
    ([ 4, 7]  0.001001)     ([ 4, 8]  0.001119)     ([ 4, 9]  0.001823)     ([ 4, 1]  0.001024)     ([ 4, 2]  0.000933) 
  }
  From:  (3, 1)  {
    ([ 1, 8]  0.001445)     ([ 1, 9]  0.001511)     ([ 1, 1]  0.001287)     ([ 1, 2]  0.000971)     ([ 1, 3]  0.001486) 
    ([ 2, 8]  0.000834)     ([ 2, 9]  0.001198)     ([ 2, 1]  0.001349)     ([ 2, 2]  0.002072)     ([ 2, 3]  0.001484) 
    ([ 3, 8]  0.001087)     ([ 3, 9]  0.000741)     ([ 3, 1]  0.001521)     ([ 3, 2]  0.002062)     ([ 3, 3]  0.001816) 
    ([ 4, 8]  0.001315)     ([ 4, 9]  0.001343)     ([ 4, 1]  0.001085)     ([ 4, 2]  0.000704)     ([ 4, 3]  0.000774) 
    ([ 5, 8]  0.000715)     ([ 5, 9]  0.000833)     ([ 5, 1]  0.001539)     ([ 5, 2]  0.001109)     ([ 5, 3]  0.000917) 
  }
  From:  (3, 2)  {
    ([ 1, 9]  0.001483)     ([ 1, 1]  0.001678)     ([ 1, 2]  0.001776)     ([ 1, 3]  0.001647)     ([ 1, 4]  0.002033) 
    ([ 2, 9]  0.000774)     ([ 2, 1]  0.001297)     ([ 2, 2]  0.001615)     ([ 2, 3]  0.001186)     ([ 2, 4]  0.000785) 
    ([ 3, 9]  0.001507)     ([ 3, 1]  0.001135)     ([ 3, 2]  0.001733)     ([ 3, 3]  0.001640)     ([ 3, 4]  0.002095) 
    ([ 4, 9]  0.002096)     ([ 4, 1]  0.001534)     ([ 4, 2]  0.001265)     ([ 4, 3]  0.000751)     ([ 4, 4]  0.000798) 
    ([ 5, 9]  0.001020)     ([ 5, 1]  0.000727)     ([ 5, 2]  0.000783)     ([ 5, 3]  0.001205)     ([ 5, 4]  0.001831) 
  }
  From:  (3, 3)  {
    ([ 1, 1]  0.000827)     ([ 1, 2]  0.001201)     ([ 1, 3]  0.001445)     ([ 1, 4]  0.001280)     ([ 1, 5]  0.001489) 
    ([ 2, 1]  0.000897)     ([ 2, 2]  0.000819)     ([ 2, 3]  0.000732)     ([ 2, 4]  0.001629)     ([ 2, 5]  0.000789) 
    ([ 3, 1]  0.000709)     ([ 3, 2]  0.001942)     ([ 3, 3]  0.002048)     ([ 3, 4]  0.001104)     ([ 3, 5]  0.000733) 
    ([ 4, 1]  0.001281)     ([ 4, 2]  0.000971)     ([ 4, 3]  0.000713)     ([ 4, 4]  0.001032)     ([ 4, 5]  0.001036) 
    ([ 5, 1]  0.001313)     ([ 5, 2]  0.002000)     ([ 5, 3]  0.001328)     ([ 5, 4]  0.001919)     ([ 5, 5]  0.001625) 
  }
  From:  (3, 4)  {
    ([ 1, 2]  0.001003)     ([ 1, 3]  0.001910)     ([ 1, 4]  0.002078)     ([ 1, 5]  0.000918)     ([ 1, 6]  0.000817) 
    ([ 2, 2]  0.002048)     ([ 2, 3]  0.000951)     ([ 2, 4]  0.001222)     ([ 2, 5]  0.000963)     ([ 2, 6]  0.001022) 
    ([ 3, 2]  0.001723)     ([ 3, 3]  0.001769)     ([ 3, 4]  0.001797)     ([ 3, 5]  0.000926)     ([ 3, 6]  0.001697) 
    ([ 4, 2]  0.001721)     ([ 4, 3]  0.001636)     ([ 4, 4]  0.001233)     ([ 4, 5]  0.001607)     ([ 4, 6]  0.001413) 
    ([ 5, 2]  0.001707)     ([ 5, 3]  0.000704)     ([ 5, 4]  0.001710)     ([ 5, 5]  0.001888)     ([ 5, 6]  0.000742) 
  }
  From:  (3, 5)  {
    ([ 1, 3]  0.001215)     ([ 1, 4]  0.001327)     ([ 1, 5]  0.001512)     ([ 1, 6]  0.001353)     ([ 1, 7]  0.000869) 
    ([ 2, 3]  0.001589)     ([ 2, 4]  0.001899)     ([ 2, 5]  0.001713)     ([ 2, 6]  0.000957)     ([ 2, 7]  0.001256) 
    ([ 3, 3]  0.001531)     ([ 3, 4]  0.001883)     ([ 3, 5]  0.001457)     ([ 3, 6]  0.002069)     ([ 3, 7]  0.001913) 
    ([ 4, 3]  0.001396)     ([ 4, 4]  0.002018)     ([ 4, 5]  0.000869)     ([ 4, 6]  0.001244)     ([ 4, 7]  0.001013) 
    ([ 5, 3]  0.001440)     ([ 5, 4]  0.001825)     ([ 5, 5]  0.002006)     ([ 5, 6]  0.001130)     ([ 5, 7]  0.000900) 
  }
  From:  (3, 6)  {
    ([ 1, 4]  0.000961)     ([ 1, 5]  0.001438)     ([ 1, 6]  0.001883)     ([ 1, 7]  0.001471)     ([ 1, 8]  0.001753) 
    ([ 2, 4]  0.001427)     ([ 2, 5]  0.000886)     ([ 2, 6]  0.000873)     ([ 2, 7]  0.001733)     ([ 2, 8]  0.000943) 
    ([ 3, 4]  0.001370)     ([ 3, 5]  0.001472)     ([ 3, 6]  0.000878)     ([ 3, 7]  0.001066)     ([ 3, 8]  0.000861) 
    ([ 4, 4]  0.000756)     ([ 4, 5]  0.001638)     ([ 4, 6]  0.001053)     ([ 4, 7]  0.002068)     ([ 4, 8]  0.000753) 
    ([ 5, 4]  0.001560)     ([ 5, 5]  0.000791)     ([ 5, 6]  0.001719)     ([ 5, 7]  0.002071)     ([ 5, 8]  0.000854) 
  }
  From:  (3, 7)  {
    ([ 1, 5]  0.000775)     ([ 1, 6]  0.001467)     ([ 1, 7]  0.001656)     ([ 1, 8]  0.001425)     ([ 1, 9]  0.001844) 
    ([ 2, 5]  0.001986)     ([ 2, 6]  0.000769)     ([ 2, 7]  0.000971)     ([ 2, 8]  0.001664)     ([ 2, 9]  0.001822) 
    ([ 3, 5]  0.001295)     ([ 3, 6]  0.001611)     ([ 3, 7]  0.001055)     ([ 3, 8]  0.001256)     ([ 3, 9]  0.001465) 
    ([ 4, 5]  0.001275)     ([ 4, 6]  0.000786)     ([ 4, 7]  0.001965)     ([ 4, 8]  0.001104)     ([ 4, 9]  0.001051) 
    ([ 5, 5]  0.001765)     ([ 5, 6]  0.001453)     ([ 5, 7]  0.001456)     ([ 5, 8]  0.000705)     ([ 5, 9]  0.001067) 
  }
  From:  (3, 8)  {
    ([ 1, 6]  0.001246)     ([ 1, 7]  0.001243)     ([ 1, 8]  0.001479)     ([ 1, 9]  0.000915)     ([ 1, 1]  0.001490) 
    ([ 2, 6]  0.001376)     ([ 2, 7]  0.000959)     ([ 2, 8]  0.001467)     ([ 2, 9]  0.001345)     ([ 2, 1]  0.001892) 
    ([ 3, 6]  0.001986)     ([ 3, 7]  0.001691)     ([ 3, 8]  0.002057)     ([ 3, 9]  0.001665)     ([ 3, 1]  0.000953) 
    ([ 4, 6]  0.001140)     ([ 4, 7]  0.001855)     ([ 4, 8]  0.001578)     ([ 4, 9]  0.001511)     ([ 4, 1]  0.002082) 
    ([ 5, 6]  0.001205)     ([ 5, 7]  0.001787)     ([ 5, 8]  0.001167)     ([ 5, 9]  0.001713)     ([ 5, 1]  0.001270) 
  }
  From:  (3, 9)  {
    ([ 1, 7]  0.001259)     ([ 1, 8]  0.001387)     ([ 1, 9]  0.001050)     ([ 1, 1]  0.000941)     ([ 1, 2]  0.001288) 
    ([ 2, 7]  0.001819)     ([ 2, 8]  0.001952)     ([ 2, 9]  0.001376)     ([ 2, 1]  0.000818)     ([ 2, 2]  0.001837) 
    ([ 3, 7]  0.001353)     ([ 3, 8]  0.002002)     ([ 3, 9]  0.000733)     ([ 3, 1]  0.001491)     ([ 3, 2]  0.001851) 
    ([ 4, 7]  0.000791)     ([ 4, 8]  0.001583)     ([ 4, 9]  0.002042)     ([ 4, 1]  0.001028)     ([ 4, 2]  0.000729) 
    ([ 5, 7]  0.000904)     ([ 5, 8]  0.001827)     ([ 5, 9]  0.001294)     ([ 5, 1]  0.001538)     ([ 5, 2]  0.000837) 
  }
  From:  (4, 1)  {
    ([ 2, 8]  0.001160)     ([ 2, 9]  0.000885)     ([ 2, 1]  0.000905)     ([ 2, 2]  0.001789)     ([ 2, 3]  0.001860) 
    ([ 3, 8]  0.001252)     ([ 3, 9]  0.001104)     ([ 3, 1]  0.001020)     ([ 3, 2]  0.000828)     ([ 3, 3]  0.001104) 
    ([ 4, 8]  0.001978)     ([ 4, 9]  0.001874)     ([ 4, 1]  0.000864)     ([ 4, 2]  0.001745)     ([ 4, 3]  0.001569) 
    ([ 5, 8]  0.000702)     ([ 5, 9]  0.001637)     ([ 5, 1]  0.000983)     ([ 5, 2]  0.001037)     ([ 5, 3]  0.001339) 
    ([ 6, 8]  0.000997)     ([ 6, 9]  0.001029)     ([ 6, 1]  0.001955)     ([ 6, 2]  0.001914)     ([ 6, 3]  0.001791) 
  }
  From:  (4, 2)  {
    ([ 2, 9]  0.000851)     ([ 2, 1]  0.001456)     ([ 2, 2]  0.001977)     ([ 2, 3]  0.001334)     ([ 2, 4]  0.000767) 
    ([ 3, 9]  0.001885)     ([ 3, 1]  0.001629)     ([ 3, 2]  0.000949)     ([ 3, 3]  0.001280)     ([ 3, 4]  0.001874) 
    ([ 4, 9]  0.001149)     ([ 4, 1]  0.001844)     ([ 4, 2]  0.001304)     ([ 4, 3]  0.001595)     ([ 4, 4]  0.001272) 
    ([ 5, 9]  0.001371)     ([ 5, 1]  0.002092)     ([ 5, 2]  0.001140)     ([ 5, 3]  0.001283)     ([ 5, 4]  0.001227) 
    ([ 6, 9]  0.000933)     ([ 6, 1]  0.001888)     ([ 6, 2]  0.001354)     ([ 6, 3]  0.001650)     ([ 6, 4]  0.001237) 
  }
  From:  (4, 3)  {
    ([ 2, 1]  0.001969)     ([ 2, 2]  0.000729)     ([ 2, 3]  0.000847)     ([ 2, 4]  0.000766)     ([ 2, 5]  0.000985) 
    ([ 3, 1]  0.001810)     ([ 3, 2]  0.001062)     ([ 3, 3]  0.000903)     ([ 3, 4]  0.002049)     ([ 3, 5]  0.000781) 
    ([ 4, 1]  0.000793)     ([ 4, 2]  0.001784)     ([ 4, 3]  0.000951)     ([ 4, 4]  0.001028)     ([ 4, 5]  0.000710) 
    ([ 5, 1]  0.002040)     ([ 5, 2]  0.000854)     ([ 5, 3]  0.000986)     ([ 5, 4]  0.000998)     ([ 5, 5]  0.002004) 
    ([ 6, 1]  0.001749)     ([ 6, 2]  0.000864)     ([ 6, 3]  0.002005)     ([ 6, 4]  0.000979)     ([ 6, 5]  0.001786) 
  }
  From:  (4, 4)  {
    ([ 2, 2]  0.001436)     ([ 2, 3]  0.001136)     ([ 2, 4]  0.002015)     ([ 2, 5]  0.001912)     ([ 2, 6]  0.001519) 
    ([ 3, 2]  0.001943)     ([ 3, 3]  0.000801)     ([ 3, 4]  0.000813)     ([ 3, 5]  0.001673)     ([ 3, 6]  0.001749) 
    ([ 4, 2]  0.000925)     ([ 4, 3]  0.001375)     ([ 4, 4]  0.001271)     ([ 4, 5]  0.001828)     ([ 4, 6]  0.001455) 
    ([ 5, 2]  0.000718)     ([ 5, 3]  0.001600)     ([ 5, 4]  0.001012)     ([ 5, 5]  0.001490)     ([ 5, 6]  0.000962) 
    ([ 6, 2]  0.001046)     ([ 6, 3]  0.001617)     ([ 6, 4]  0.001572)     ([ 6, 5]  0.000833)     ([ 6, 6]  0.001730) 
  }
  From:  (4, 5)  {
    ([ 2, 3]  0.001480)     ([ 2, 4]  0.001543)     ([ 2, 5]  0.001769)     ([ 2, 6]  0.001519)     ([ 2, 7]  0.001408) 
    ([ 3, 3]  0.001880)     ([ 3, 4]  0.002071)     ([ 3, 5]  0.001861)     ([ 3, 6]  0.000945)     ([ 3, 7]  0.000998) 
    ([ 4, 3]  0.001037)     ([ 4, 4]  0.001822)     ([ 4, 5]  0.001160)     ([ 4, 6]  0.001858)     ([ 4, 7]  0.001625) 
    ([ 5, 3]  0.001817)     ([ 5, 4]  0.002029)     ([ 5, 5]  0.000862)     ([ 5, 6]  0.001057)     ([ 5, 7]  0.000862) 
    ([ 6, 3]  0.001281)     ([ 6, 4]  0.001246)     ([ 6, 5]  0.001055)     ([ 6, 6]  0.001236)     ([ 6, 7]  0.001350) 
  }
  From:  (4, 6)  {
    ([ 2, 4]  0.001822)     ([ 2, 5]  0.001802)     ([ 2, 6]  0.001214)     ([ 2, 7]  0.001443)     ([ 2, 8]  0.001537) 
    ([ 3, 4]  0.001425)     ([ 3, 5]  0.001343)     ([ 3, 6]  0.001986)     ([ 3, 7]  0.001927)     ([ 3, 8]  0.001530) 
    ([ 4, 4]  0.001902)     ([ 4, 5]  0.000985)     ([ 4, 6]  0.001575)     ([ 4, 7]  0.001511)     ([ 4, 8]  0.000803) 
    ([ 5, 4]  0.000970)     ([ 5, 5]  0.001655)     ([ 5, 6]  0.001941)     ([ 5, 7]  0.001725)     ([ 5, 8]  0.001754) 
    ([ 6, 4]  0.001287)     ([ 6, 5]  0.001458)     ([ 6, 6]  0.001880)     ([ 6, 7]  0.001849)     ([ 6, 8]  0.001165) 
  }
  From:  (4, 7)  {
    ([ 2, 5]  0.000849)     ([ 2, 6]  0.001546)     ([ 2, 7]  0.002040)     ([ 2, 8]  0.001361)     ([ 2, 9]  0.001980) 
    ([ 3, 5]  0.001488)     ([ 3, 6]  0.001926)     ([ 3, 7]  0.001537)     ([ 3, 8]  0.001842)     ([ 3, 9]  0.001297) 
    ([ 4, 5]  0.001363)     ([ 4, 6]  0.001017)     ([ 4, 7]  0.000794)     ([ 4, 8]  0.000884)     ([ 4, 9]  0.000740) 
    ([ 5, 5]  0.001098)     ([ 5, 6]  0.000791)     ([ 5, 7]  0.001824)     ([ 5, 8]  0.001264)     ([ 5, 9]  0.001966) 
    ([ 6, 5]  0.000899)     ([ 6, 6]  0.000876)     ([ 6, 7]  0.001075)     ([ 6, 8]  0.000725)     ([ 6, 9]  0.001784) 
  }
  From:  (4, 8)  {
    ([ 2, 6]  0.001022)     ([ 2, 7]  0.001563)     ([ 2, 8]  0.001807)     ([ 2, 9]  0.000859)     ([ 2, 1]  0.001592) 
    ([ 3, 6]  0.000782)     ([ 3, 7]  0.001544)     ([ 3, 8]  0.002047)     ([ 3, 9]  0.002077)     ([ 3, 1]  0.001725) 
    ([ 4, 6]  0.001071)     ([ 4, 7]  0.002023)     ([ 4, 8]  0.000986)     ([ 4, 9]  0.001983)     ([ 4, 1]  0.001194) 
    ([ 5, 6]  0.001923)     ([ 5, 7]  0.001580)     ([ 5, 8]  0.001909)     ([ 5, 9]  0.000844)     ([ 5, 1]  0.000735) 
    ([ 6, 6]  0.002030)     ([ 6, 7]  0.001645)     ([ 6, 8]  0.000794)     ([ 6, 9]  0.001172)     ([ 6, 1]  0.001214) 
  }
  From:  (4, 9)  {
    ([ 2, 7]  0.001434)     ([ 2, 8]  0.001886)     ([ 2, 9]  0.001165)     ([ 2, 1]  0.001071)     ([ 2, 2]  0.002008) 
    ([ 3, 7]  0.001468)     ([ 3, 8]  0.001973)     ([ 3, 9]  0.001690)     ([ 3, 1]  0.001138)     ([ 3, 2]  0.001078) 
    ([ 4, 7]  0.000723)     ([ 4, 8]  0.001594)     ([ 4, 9]  0.001338)     ([ 4, 1]  0.001872)     ([ 4, 2]  0.001575) 
    ([ 5, 7]  0.000934)     ([ 5, 8]  0.001069)     ([ 5, 9]  0.001012)     ([ 5, 1]  0.001168)     ([ 5, 2]  0.001372) 
    ([ 6, 7]  0.001395)     ([ 6, 8]  0.001480)     ([ 6, 9]  0.001291)     ([ 6, 1]  0.002083)     ([ 6, 2]  0.002075) 
  }
  From:  (5, 1)  {
    ([ 3, 8]  0.001267)     ([ 3, 9]  0.000893)     ([ 3, 1]  0.000744)     ([ 3, 2]  0.001182)     ([ 3, 3]  0.000770) 
    ([ 4, 8]  0.001472)     ([ 4, 9]  0.000821)     ([ 4, 1]  0.002040)     ([ 4, 2]  0.001861)     ([ 4, 3]  0.001193) 
    ([ 5, 8]  0.001711)     ([ 5, 9]  0.001483)     ([ 5, 1]  0.000966)     ([ 5, 2]  0.001462)     ([ 5, 3]  0.001690) 
    ([ 6, 8]  0.001629)     ([ 6, 9]  0.000744)     ([ 6, 1]  0.000893)     ([ 6, 2]  0.001477)     ([ 6, 3]  0.001631) 
    ([ 7, 8]  0.000774)     ([ 7, 9]  0.001475)     ([ 7, 1]  0.001406)     ([ 7, 2]  0.001189)     ([ 7, 3]  0.001125) 
  }
  From:  (5, 2)  {
    ([ 3, 9]  0.001639)     ([ 3, 1]  0.001228)     ([ 3, 2]  0.001128)     ([ 3, 3]  0.001885)     ([ 3, 4]  0.000878) 
    ([ 4, 9]  0.000744)     ([ 4, 1]  0.001572)     ([ 4, 2]  0.001375)     ([ 4, 3]  0.001745)     ([ 4, 4]  0.000895) 
    ([ 5, 9]  0.000860)     ([ 5, 1]  0.001759)     ([ 5, 2]  0.001739)     ([ 5, 3]  0.001887)     ([ 5, 4]  0.001025) 
    ([ 6, 9]  0.000814)     ([ 6, 1]  0.001583)     ([ 6, 2]  0.001359)     ([ 6, 3]  0.001824)     ([ 6, 4]  0.001576) 
    ([ 7, 9]  0.001618)     ([ 7, 1]  0.001714)     ([ 7, 2]  0.001609)     ([ 7, 3]  0.001831)     ([ 7, 4]  0.001910) 
  }
  From:  (5, 3)  {
    ([ 3, 1]  0.000975)     ([ 3, 2]  0.001010)     ([ 3, 3]  0.001571)     ([ 3, 4]  0.001954)     ([ 3, 5]  0.001635) 
    ([ 4, 1]  0.001200)     ([ 4, 2]  0.001733)     ([ 4, 3]  0.002041)     ([ 4, 4]  0.001561)     ([ 4, 5]  0.001254) 
    ([ 5, 1]  0.001135)     ([ 5, 2]  0.001333)     ([ 5, 3]  0.001738)     ([ 5, 4]  0.002031)     ([ 5, 5]  0.001667) 
    ([ 6, 1]  0.000926)     ([ 6, 2]  0.001621)     ([ 6, 3]  0.001807)     ([ 6, 4]  0.001789)     ([ 6, 5]  0.002088) 
    ([ 7, 1]  0.001950)     ([ 7, 2]  0.001319)     ([ 7, 3]  0.001529)     ([ 7, 4]  0.001765)     ([ 7, 5]  0.001072) 
  }
  From:  (5, 4)  {
    ([ 3, 2]  0.001140)     ([ 3, 3]  0.001734)     ([ 3, 4]  0.001620)     ([ 3, 5]  0.001089)     ([ 3, 6]  0.001255) 
    ([ 4, 2]  0.001895)     ([ 4, 3]  0.001521)     ([ 4, 4]  0.001514)     ([ 4, 5]  0.001826)     ([ 4, 6]  0.001766) 
    ([ 5, 2]  0.001780)     ([ 5, 3]  0.001799)     ([ 5, 4]  0.001784)     ([ 5, 5]  0.000781)     ([ 5, 6]  0.001647) 
    ([ 6, 2]  0.001829)     ([ 6, 3]  0.000710)     ([ 6, 4]  0.000765)     ([ 6, 5]  0.001407)     ([ 6, 6]  0.001753) 
    ([ 7, 2]  0.001556)     ([ 7, 3]  0.001378)     ([ 7, 4]  0.001102)     ([ 7, 5]  0.001855)     ([ 7, 6]  0.001128) 
  }
  From:  (5, 5)  {
    ([ 3, 3]  0.001251)     ([ 3, 4]  0.001876)     ([ 3, 5]  0.000812)     ([ 3, 6]  0.001983)     ([ 3, 7]  0.001058) 
    ([ 4, 3]  0.001664)     ([ 4, 4]  0.002008)     ([ 4, 5]  0.001672)     ([ 4, 6]  0.001109)     ([ 4, 7]  0.001225) 
    ([ 5, 3]  0.001023)     ([ 5, 4]  0.001278)     ([ 5, 5]  0.000915)     ([ 5, 6]  0.001320)     ([ 5, 7]  0.001100) 
    ([ 6, 3]  0.001757)     ([ 6, 4]  0.001088)     ([ 6, 5]  0.001826)     ([ 6, 6]  0.001851)     ([ 6, 7]  0.000706) 
    ([ 7, 3]  0.001219)     ([ 7, 4]  0.000837)     ([ 7, 5]  0.001928)     ([ 7, 6]  0.001607)     ([ 7, 7]  0.002051) 
  }
  From:  (5, 6)  {
    ([ 3, 4]  0.000887)     ([ 3, 5]  0.001817)     ([ 3, 6]  0.000834)     ([ 3, 7]  0.001746)     ([ 3, 8]  0.001400) 
    ([ 4, 4]  0.000988)     ([ 4, 5]  0.001195)     ([ 4, 6]  0.001308)     ([ 4, 7]  0.002017)     ([ 4, 8]  0.001248) 
    ([ 5, 4]  0.000903)     ([ 5, 5]  0.001081)     ([ 5, 6]  0.000915)     ([ 5, 7]  0.001982)     ([ 5, 8]  0.001668) 
    ([ 6, 4]  0.001904)     ([ 6, 5]  0.001067)     ([ 6, 6]  0.001206)     ([ 6, 7]  0.000801)     ([ 6, 8]  0.001944) 
    ([ 7, 4]  0.001158)     ([ 7, 5]  0.000765)     ([ 7, 6]  0.001884)     ([ 7, 7]  0.001480)     ([ 7, 8]  0.001966) 
  }
  From:  (5, 7)  {
    ([ 3, 5]  0.001005)     ([ 3, 6]  0.001280)     ([ 3, 7]  0.001933)     ([ 3, 8]  0.001888)     ([ 3, 9]  0.001720) 
    ([ 4, 5]  0.001293)     ([ 4, 6]  0.001885)     ([ 4, 7]  0.001073)     ([ 4, 8]  0.001271)     ([ 4, 9]  0.001185) 
    ([ 5, 5]  0.001235)     ([ 5, 6]  0.001782)     ([ 5, 7]  0.001292)     ([ 5, 8]  0.001101)     ([ 5, 9]  0.001267) 
    ([ 6, 5]  0.002056)     ([ 6, 6]  0.001671)     ([ 6, 7]  0.002027)     ([ 6, 8]  0.001813)     ([ 6, 9]  0.001221) 
    ([ 7, 5]  0.000771)     ([ 7, 6]  0.001628)     ([ 7, 7]  0.000708)     ([ 7, 8]  0.001922)     ([ 7, 9]  0.000962) 
  }
  From:  (5, 8)  {
    ([ 3, 6]  0.001191)     ([ 3, 7]  0.000903)     ([ 3, 8]  0.000891)     ([ 3, 9]  0.001559)     ([ 3, 1]  0.001109) 
    ([ 4, 6]  0.001840)     ([ 4, 7]  0.001120)     ([ 4, 8]  0.001776)     ([ 4, 9]  0.001589)     ([ 4, 1]  0.001633) 
    ([ 5, 6]  0.001712)     ([ 5, 7]  0.000912)     ([ 5, 8]  0.001563)     ([ 5, 9]  0.001607)     ([ 5, 1]  0.001416) 
    ([ 6, 6]  0.001894)     ([ 6, 7]  0.001565)     ([ 6, 8]  0.000911)     ([ 6, 9]  0.000771)     ([ 6, 1]  0.000883) 
    ([ 7, 6]  0.001055)     ([ 7, 7]  0.001891)     ([ 7, 8]  0.001785)     ([ 7, 9]  0.001743)     ([ 7, 1]  0.001963) 
  }
  From:  (5, 9)  {
    ([ 3, 7]  0.001867)     ([ 3, 8]  0.002075)     ([ 3, 9]  0.001572)     ([ 3, 1]  0.001083)     ([ 3, 2]  0.001701) 
    ([ 4, 7]  0.001513)     ([ 4, 8]  0.000745)     ([ 4, 9]  0.001836)     ([ 4, 1]  0.001927)     ([ 4, 2]  0.001081) 
    ([ 5, 7]  0.001898)     ([ 5, 8]  0.000735)     ([ 5, 9]  0.001513)     ([ 5, 1]  0.001848)     ([ 5, 2]  0.001763) 
    ([ 6, 7]  0.000848)     ([ 6, 8]  0.001686)     ([ 6, 9]  0.001746)     ([ 6, 1]  0.002091)     ([ 6, 2]  0.001420) 
    ([ 7, 7]  0.000776)     ([ 7, 8]  0.002100)     ([ 7, 9]  0.001180)     ([ 7, 1]  0.001527)     ([ 7, 2]  0.001754) 
  }
  From:  (6, 1)  {
    ([ 4, 8]  0.001932)     ([ 4, 9]  0.001045)     ([ 4, 1]  0.001529)     ([ 4, 2]  0.002067)     ([ 4, 3]  0.001819) 
    ([ 5, 8]  0.001337)     ([ 5, 9]  0.000715)     ([ 5, 1]  0.001259)     ([ 5, 2]  0.001017)     ([ 5, 3]  0.001608) 
    ([ 6, 8]  0.001334)     ([ 6, 9]  0.000807)     ([ 6, 1]  0.001465)     ([ 6, 2]  0.001191)     ([ 6, 3]  0.001876) 
    ([ 7, 8]  0.000865)     ([ 7, 9]  0.001248)     ([ 7, 1]  0.000851)     ([ 7, 2]  0.000982)     ([ 7, 3]  0.001330) 
    ([ 8, 8]  0.001297)     ([ 8, 9]  0.001191)     ([ 8, 1]  0.001925)     ([ 8, 2]  0.000899)     ([ 8, 3]  0.001389) 
  }
  From:  (6, 2)  {
    ([ 4, 9]  0.001504)     ([ 4, 1]  0.001386)     ([ 4, 2]  0.001104)     ([ 4, 3]  0.001370)     ([ 4, 4]  0.001357) 
    ([ 5, 9]  0.001720)     ([ 5, 1]  0.000942)     ([ 5, 2]  0.001093)     ([ 5, 3]  0.001296)     ([ 5, 4]  0.001362) 
    ([ 6, 9]  0.001417)     ([ 6, 1]  0.001709)     ([ 6, 2]  0.001251)     ([ 6, 3]  0.001579)     ([ 6, 4]  0.001971) 
    ([ 7, 9]  0.001252)     ([ 7, 1]  0.001281)     ([ 7, 2]  0.001538)     ([ 7, 3]  0.000996)     ([ 7, 4]  0.002018) 
    ([ 8, 9]  0.001117)     ([ 8, 1]  0.000883)     ([ 8, 2]  0.001324)     ([ 8, 3]  0.001273)     ([ 8, 4]  0.001787) 
  }
  From:  (6, 3)  {
    ([ 4, 1]  0.002066)     ([ 4, 2]  0.000797)     ([ 4, 3]  0.002092)     ([ 4, 4]  0.000995)     ([ 4, 5]  0.001605) 
    ([ 5, 1]  0.001855)     ([ 5, 2]  0.001592)     ([ 5, 3]  0.001186)     ([ 5, 4]  0.001159)     ([ 5, 5]  0.000934) 
    ([ 6, 1]  0.001622)     ([ 6, 2]  0.001968)     ([ 6, 3]  0.001943)     ([ 6, 4]  0.001061)     ([ 6, 5]  0.001921) 
    ([ 7, 1]  0.001807)     ([ 7, 2]  0.001802)     ([ 7, 3]  0.001868)     ([ 7, 4]  0.001220)     ([ 7, 5]  0.001466) 
    ([ 8, 1]  0.001584)     ([ 8, 2]  0.001858)     ([ 8, 3]  0.001414)     ([ 8, 4]  0.001081)     ([ 8, 5]  0.000742) 
  }
  From:  (6, 4)  {
    ([ 4, 2]  0.001337)     ([ 4, 3]  0.001278)     ([ 4, 4]  0.001473)     ([ 4, 5]  0.001287)     ([ 4, 6]  0.001666) 
    ([ 5, 2]  0.001744)     ([ 5, 3]  0.000970)     ([ 5, 4]  0.001419)     ([ 5, 5]  0.001239)     ([ 5, 6]  0.001189) 
    ([ 6, 2]  0.001258)     ([ 6, 3]  0.000809)     ([ 6, 4]  0.000794)     ([ 6, 5]  0.001798)     ([ 6, 6]  0.001846) 
    ([ 7, 2]  0.001832)     ([ 7, 3]  0.001261)     ([ 7, 4]  0.001828)     ([ 7, 5]  0.001194)     ([ 7, 6]  0.000954) 
    ([ 8, 2]  0.001484)     ([ 8, 3]  0.001054)     ([ 8, 4]  0.001968)     ([ 8, 5]  0.001108)     ([ 8, 6]  0.001165) 
  }
  From:  (6, 5)  {
    ([ 4, 3]  0.001943)     ([ 4, 4]  0.001165)     ([ 4, 5]  0.001884)     ([ 4, 6]  0.001506)     ([ 4, 7]  0.001075) 
    ([ 5, 3]  0.001641)     ([ 5, 4]  0.001670)     ([ 5, 5]  0.001801)     ([ 5, 6]  0.001831)     ([ 5, 7]  0.001239) 
    ([ 6, 3]  0.001361)     ([ 6, 4]  0.001956)     ([ 6, 5]  0.001865)     ([ 6, 6]  0.001701)     ([ 6, 7]  0.001062) 
    ([ 7, 3]  0.000887)     ([ 7, 4]  0.001460)     ([ 7, 5]  0.001401)     ([ 7, 6]  0.001159)     ([ 7, 7]  0.001653) 
    ([ 8, 3]  0.001428)     ([ 8, 4]  0.001694)     ([ 8, 5]  0.001444)     ([ 8, 6]  0.000920)     ([ 8, 7]  0.001525) 
  }
  From:  (6, 6)  {
    ([ 4, 4]  0.001727)     ([ 4, 5]  0.000822)     ([ 4, 6]  0.001293)     ([ 4, 7]  0.001573)     ([ 4, 8]  0.000712) 
    ([ 5, 4]  0.002097)     ([ 5, 5]  0.000736)     ([ 5, 6]  0.000872)     ([ 5, 7]  0.001889)     ([ 5, 8]  0.001700) 
    ([ 6, 4]  0.001645)     ([ 6, 5]  0.001015)     ([ 6, 6]  0.001345)     ([ 6, 7]  0.000857)     ([ 6, 8]  0.001414) 
    ([ 7, 4]  0.000896)     ([ 7, 5]  0.002075)     ([ 7, 6]  0.001146)     ([ 7, 7]  0.001456)     ([ 7, 8]  0.001902) 
    ([ 8, 4]  0.000809)     ([ 8, 5]  0.001332)     ([ 8, 6]  0.001523)     ([ 8, 7]  0.001248)     ([ 8, 8]  0.000716) 
  }
  From:  (6, 7)  {
    ([ 4, 5]  0.001898)     ([ 4, 6]  0.001044)     ([ 4, 7]  0.001722)     ([ 4, 8]  0.001224)     ([ 4, 9]  0.002099) 
    ([ 5, 5]  0.001905)     ([ 5, 6]  0.000943)     ([ 5, 7]  0.001597)     ([ 5, 8]  0.001830)     ([ 5, 9]  0.001144) 
    ([ 6, 5]  0.001630)     ([ 6, 6]  0.001380)     ([ 6, 7]  0.001841)     ([ 6, 8]  0.001310)     ([ 6, 9]  0.001119) 
    ([ 7, 5]  0.001254)     ([ 7, 6]  0.001011)     ([ 7, 7]  0.000905)     ([ 7, 8]  0.001032)     ([ 7, 9]  0.001280) 
    ([ 8, 5]  0.001538)     ([ 8, 6]  0.000961)     ([ 8, 7]  0.001836)     ([ 8, 8]  0.000723)     ([ 8, 9]  0.001732) 
  }
  From:  (6, 8)  {
    ([ 4, 6]  0.002076)     ([ 4, 7]  0.001785)     ([ 4, 8]  0.000700)     ([ 4, 9]  0.001952)     ([ 4, 1]  0.001463) 
    ([ 5, 6]  0.001054)     ([ 5, 7]  0.002055)     ([ 5, 8]  0.001352)     ([ 5, 9]  0.001591)     ([ 5, 1]  0.000928) 
    ([ 6, 6]  0.001344)     ([ 6, 7]  0.002021)     ([ 6, 8]  0.001052)     ([ 6, 9]  0.001489)     ([ 6, 1]  0.000744) 
    ([ 7, 6]  0.001933)     ([ 7, 7]  0.001296)     ([ 7, 8]  0.001621)     ([ 7, 9]  0.001538)     ([ 7, 1]  0.001319) 
    ([ 8, 6]  0.001680)     ([ 8, 7]  0.001987)     ([ 8, 8]  0.001008)     ([ 8, 9]  0.000798)     ([ 8, 1]  0.000926) 
  }
  From:  (6, 9)  {
    ([ 4, 7]  0.000908)     ([ 4, 8]  0.000745)     ([ 4, 9]  0.001682)     ([ 4, 1]  0.001835)     ([ 4, 2]  0.000813) 
    ([ 5, 7]  0.001356)     ([ 5, 8]  0.002087)     ([ 5, 9]  0.000966)     ([ 5, 1]  0.001461)     ([ 5, 2]  0.000746) 
    ([ 6, 7]  0.002053)     ([ 6, 8]  0.001505)     ([ 6, 9]  0.000789)     ([ 6, 1]  0.001868)     ([ 6, 2]  0.001552) 
    ([ 7, 7]  0.001815)     ([ 7, 8]  0.001039)     ([ 7, 9]  0.001859)     ([ 7, 1]  0.001968)     ([ 7, 2]  0.001667) 
    ([ 8, 7]  0.000983)     ([ 8, 8]  0.000946)     ([ 8, 9]  0.000758)     ([ 8, 1]  0.001379)     ([ 8, 2]  0.001919) 
  }
  From:  (7, 1)  {
    ([ 5, 8]  0.001350)     ([ 5, 9]  0.001412)     ([ 5, 1]  0.002020)     ([ 5, 2]  0.001991)     ([ 5, 3]  0.001450) 
    ([ 6, 8]  0.000833)     ([ 6, 9]  0.002016)     ([ 6, 1]  0.001721)     ([ 6, 2]  0.001508)     ([ 6, 3]  0.001975) 
    ([ 7, 8]  0.001047)     ([ 7, 9]  0.001797)     ([ 7, 1]  0.001676)     ([ 7, 2]  0.001839)     ([ 7, 3]  0.001666) 
    ([ 8, 8]  0.001595)     ([ 8, 9]  0.001629)     ([ 8, 1]  0.001952)     ([ 8, 2]  0.001416)     ([ 8, 3]  0.001562) 
    ([ 9, 8]  0.001592)     ([ 9, 9]  0.002001)     ([ 9, 1]  0.001766)     ([ 9, 2]  0.000885)     ([ 9, 3]  0.001699) 
  }
  From:  (7, 2)  {
    ([ 5, 9]  0.000791)     ([ 5, 1]  0.001699)     ([ 5, 2]  0.001835)     ([ 5, 3]  0.001894)     ([ 5, 4]  0.001164) 
    ([ 6, 9]  0.001916)     ([ 6, 1]  0.000944)     ([ 6, 2]  0.001092)     ([ 6, 3]  0.002049)     ([ 6, 4]  0.001948) 
    ([ 7, 9]  0.000824)     ([ 7, 1]  0.001787)     ([ 7, 2]  0.002025)     ([ 7, 3]  0.001965)     ([ 7, 4]  0.001911) 
    ([ 8, 9]  0.001207)     ([ 8, 1]  0.001560)     ([ 8, 2]  0.001972)     ([ 8, 3]  0.001122)     ([ 8, 4]  0.001764) 
    ([ 9, 9]  0.001602)     ([ 9, 1]  0.001799)     ([ 9, 2]  0.001820)     ([ 9, 3]  0.001639)     ([ 9, 4]  0.001070) 
  }
  From:  (7, 3)  {
    ([ 5, 1]  0.000970)     ([ 5, 2]  0.000831)     ([ 5, 3]  0.001183)     ([ 5, 4]  0.000785)     ([ 5, 5]  0.002010) 
    ([ 6, 1]  0.000768)     ([ 6, 2]  0.000902)     ([ 6, 3]  0.001146)     ([ 6, 4]  0.001876)     ([ 6, 5]  0.001381) 
    ([ 7, 1]  0.001812)     ([ 7, 2]  0.001341)     ([ 7, 3]  0.001995)     ([ 7, 4]  0.001993)     ([ 7, 5]  0.001826) 
    ([ 8, 1]  0.001713)     ([ 8, 2]  0.001745)     ([ 8, 3]  0.001681)     ([ 8, 4]  0.000849)     ([ 8, 5]  0.000708) 
    ([ 9, 1]  0.000797)     ([ 9, 2]  0.002090)     ([ 9, 3]  0.001115)     ([ 9, 4]  0.001121)     ([ 9, 5]  0.001654) 
  }
  From:  (7, 4)  {
    ([ 5, 2]  0.001796)     ([ 5, 3]  0.002085)     ([ 5, 4]  0.000856)     ([ 5, 5]  0.000725)     ([ 5, 6]  0.000740) 
    ([ 6, 2]  0.001712)     ([ 6, 3]  0.001809)     ([ 6, 4]  0.001343)     ([ 6, 5]  0.001895)     ([ 6, 6]  0.001410) 
    ([ 7, 2]  0.001646)     ([ 7, 3]  0.001560)     ([ 7, 4]  0.001855)     ([ 7, 5]  0.001548)     ([ 7, 6]  0.001554) 
    ([ 8, 2]  0.001574)     ([ 8, 3]  0.000765)     ([ 8, 4]  0.001237)     ([ 8, 5]  0.001267)     ([ 8, 6]  0.001492) 
    ([ 9, 2]  0.000813)     ([ 9, 3]  0.000811)     ([ 9, 4]  0.001482)     ([ 9, 5]  0.001117)     ([ 9, 6]  0.001328) 
  }
  From:  (7, 5)  {
    ([ 5, 3]  0.000950)     ([ 5, 4]  0.001486)     ([ 5, 5]  0.001685)     ([ 5, 6]  0.001811)     ([ 5, 7]  0.001634) 
    ([ 6, 3]  0.000720)     ([ 6, 4]  0.000861)     ([ 6, 5]  0.001558)     ([ 6, 6]  0.001829)     ([ 6, 7]  0.001780) 
    ([ 7, 3]  0.001927)     ([ 7, 4]  0.001880)     ([ 7, 5]  0.001025)     ([ 7, 6]  0.001173)     ([ 7, 7]  0.001253) 
    ([ 8, 3]  0.001342)     ([ 8, 4]  0.000885)     ([ 8, 5]  0.001798)     ([ 8, 6]  0.001762)     ([ 8, 7]  0.001711) 
    ([ 9, 3]  0.002032)     ([ 9, 4]  0.001412)     ([ 9, 5]  0.002052)     ([ 9, 6]  0.001572)     ([ 9, 7]  0.001543) 
  }
  From:  (7, 6)  {
    ([ 5, 4]  0.001115)     ([ 5, 5]  0.000839)     ([ 5, 6]  0.001534)     ([ 5, 7]  0.001279)     ([ 5, 8]  0.001029) 
    ([ 6, 4]  0.001114)     ([ 6, 5]  0.001521)     ([ 6, 6]  0.000900)     ([ 6, 7]  0.001023)     ([ 6, 8]  0.001007) 
    ([ 7, 4]  0.000879)     ([ 7, 5]  0.000964)     ([ 7, 6]  0.000778)     ([ 7, 7]  0.001887)     ([ 7, 8]  0.000885) 
    ([ 8, 4]  0.001819)     ([ 8, 5]  0.000827)     ([ 8, 6]  0.001769)     ([ 8, 7]  0.001788)     ([ 8, 8]  0.001343) 
    ([ 9, 4]  0.000944)     ([ 9, 5]  0.001847)     ([ 9, 6]  0.002040)     ([ 9, 7]  0.001857)     ([ 9, 8]  0.001091) 
  }
  From:  (7, 7)  {
    ([ 5, 5]  0.000728)     ([ 5, 6]  0.001395)     ([ 5, 7]  0.001503)     ([ 5, 8]  0.000753)     ([ 5, 9]  0.001627) 
    ([ 6, 5]  0.001410)     ([ 6, 6]  0.001011)     ([ 6, 7]  0.001403)     ([ 6, 8]  0.001151)     ([ 6, 9]  0.000736) 
    ([ 7, 5]  0.001550)     ([ 7, 6]  0.001973)     ([ 7, 7]  0.000791)     ([ 7, 8]  0.001178)     ([ 7, 9]  0.001970) 
    ([ 8, 5]  0.001586)     ([ 8, 6]  0.001157)     ([ 8, 7]  0.001014)     ([ 8, 8]  0.001098)     ([ 8, 9]  0.002018) 
    ([ 9, 5]  0.001104)     ([ 9, 6]  0.001548)     ([ 9, 7]  0.000755)     ([ 9, 8]  0.001656)     ([ 9, 9]  0.000983) 
  }
  From:  (7, 8)  {
    ([ 5, 6]  0.000888)     ([ 5, 7]  0.001907)     ([ 5, 8]  0.001401)     ([ 5, 9]  0.000744)     ([ 5, 1]  0.001286) 
    ([ 6, 6]  0.000946)     ([ 6, 7]  0.001733)     ([ 6, 8]  0.000724)     ([ 6, 9]  0.001695)     ([ 6, 1]  0.001841) 
    ([ 7, 6]  0.001758)     ([ 7, 7]  0.001002)     ([ 7, 8]  0.001042)     ([ 7, 9]  0.001061)     ([ 7, 1]  0.002100) 
    ([ 8, 6]  0.001893)     ([ 8, 7]  0.001284)     ([ 8, 8]  0.001298)     ([ 8, 9]  0.001775)     ([ 8, 1]  0.001227) 
    ([ 9, 6]  0.001498)     ([ 9, 7]  0.001600)     ([ 9, 8]  0.001137)     ([ 9, 9]  0.001303)     ([ 9, 1]  0.000868) 
  }
  From:  (7, 9)  {
    ([ 5, 7]  0.001585)     ([ 5, 8]  0.001544)     ([ 5, 9]  0.001465)     ([ 5, 1]  0.001324)     ([ 5, 2]  0.001618) 
    ([ 6, 7]  0.001811)     ([ 6, 8]  0.001122)     ([ 6, 9]  0.002078)     ([ 6, 1]  0.001682)     ([ 6, 2]  0.000997) 
    ([ 7, 7]  0.001823)     ([ 7, 8]  0.001697)     ([ 7, 9]  0.001230)     ([ 7, 1]  0.001350)     ([ 7, 2]  0.001898) 
    ([ 8, 7]  0.001117)     ([ 8, 8]  0.001590)     ([ 8, 9]  0.000816)     ([ 8, 1]  0.001942)     ([ 8, 2]  0.002069) 
    ([ 9, 7]  0.001622)     ([ 9, 8]  0.002082)     ([ 9, 9]  0.001703)     ([ 9, 1]  0.001299)     ([ 9, 2]  0.001178) 
  }
  From:  (8, 1)  {
    ([ 6, 8]  0.001984)     ([ 6, 9]  0.001491)     ([ 6, 1]  0.001629)     ([ 6, 2]  0.001466)     ([ 6, 3]  0.001975) 
    ([ 7, 8]  0.001096)     ([ 7, 9]  0.001186)     ([ 7, 1]  0.002033)     ([ 7, 2]  0.001883)     ([ 7, 3]  0.001557) 
    ([ 8, 8]  0.001647)     ([ 8, 9]  0.001617)     ([ 8, 1]  0.000752)     ([ 8, 2]  0.001353)     ([ 8, 3]  0.001284) 
    ([ 9, 8]  0.001950)     ([ 9, 9]  0.001981)     ([ 9, 1]  0.001569)     ([ 9, 2]  0.001460)     ([ 9, 3]  0.000884) 
    ([ 1, 8]  0.001811)     ([ 1, 9]  0.001968)     ([ 1, 1]  0.001222)     ([ 1, 2]  0.001437)     ([ 1, 3]  0.001935) 
  }
  From:  (8, 2)  {
    ([ 6, 9]  0.000708)     ([ 6, 1]  0.000766)     ([ 6, 2]  0.001058)     ([ 6, 3]  0.001736)     ([ 6, 4]  0.000965) 
    ([ 7, 9]  0.001686)     ([ 7, 1]  0.001383)     ([ 7, 2]  0.001442)     ([ 7, 3]  0.001952)     ([ 7, 4]  0.001693) 
    ([ 8, 9]  0.001889)     ([ 8, 1]  0.001528)     ([ 8, 2]  0.001931)     ([ 8, 3]  0.001921)     ([ 8, 4]  0.000767) 
    ([ 9, 9]  0.000764)     ([ 9, 1]  0.001805)     ([ 9, 2]  0.001625)     ([ 9, 3]  0.002089)     ([ 9, 4]  0.001230) 
    ([ 1, 9]  0.001208)     ([ 1, 1]  0.000759)     ([ 1, 2]  0.000851)     ([ 1, 3]  0.000970)     ([ 1, 4]  0.000955) 
  }
  From:  (8, 3)  {
    ([ 6, 1]  0.001724)     ([ 6, 2]  0.001765)     ([ 6, 3]  0.001587)     ([ 6, 4]  0.001858)     ([ 6, 5]  0.001119) 
    ([ 7, 1]  0.001645)     ([ 7, 2]  0.001102)     ([ 7, 3]  0.001428)     ([ 7, 4]  0.001858)     ([ 7, 5]  0.002042) 
    ([ 8, 1]  0.001712)     ([ 8, 2]  0.001931)     ([ 8, 3]  0.001412)     ([ 8, 4]  0.001974)     ([ 8, 5]  0.001024) 
    ([ 9, 1]  0.000951)     ([ 9, 2]  0.001954)     ([ 9, 3]  0.000797)     ([ 9, 4]  0.001692)     ([ 9, 5]  0.001554) 
    ([ 1, 1]  0.001096)     ([ 1, 2]  0.000832)     ([ 1, 3]  0.000860)     ([ 1, 4]  0.001224)     ([ 1, 5]  0.000787) 
  }
  From:  (8, 4)  {
    ([ 6, 2]  0.001951)     ([ 6, 3]  0.001221)     ([ 6, 4]  0.000875)     ([ 6, 5]  0.001739)     ([ 6, 6]  0.000878) 
    ([ 7, 2]  0.000875)     ([ 7, 3]  0.000893)     ([ 7, 4]  0.001745)     ([ 7, 5]  0.001552)     ([ 7, 6]  0.001077) 
    ([ 8, 2]  0.001877)     ([ 8, 3]  0.000704)     ([ 8, 4]  0.001232)     ([ 8, 5]  0.001795)     ([ 8, 6]  0.001828) 
    ([ 9, 2]  0.001859)     ([ 9, 3]  0.000985)     ([ 9, 4]  0.002032)     ([ 9, 5]  0.000789)     ([ 9, 6]  0.001528) 
    ([ 1, 2]  0.000738)     ([ 1, 3]  0.001742)     ([ 1, 4]  0.001613)     ([ 1, 5]  0.000934)     ([ 1, 6]  0.001440) 
  }
  From:  (8, 5)  {
    ([ 6, 3]  0.001730)     ([ 6, 4]  0.001622)     ([ 6, 5]  0.001023)     ([ 6, 6]  0.000953)     ([ 6, 7]  0.001670) 
    ([ 7, 3]  0.001521)     ([ 7, 4]  0.000798)     ([ 7, 5]  0.001298)     ([ 7, 6]  0.001605)     ([ 7, 7]  0.001849) 
    ([ 8, 3]  0.001638)     ([ 8, 4]  0.001321)     ([ 8, 5]  0.000771)     ([ 8, 6]  0.000812)     ([ 8, 7]  0.001383) 
    ([ 9, 3]  0.001632)     ([ 9, 4]  0.001264)     ([ 9, 5]  0.001056)     ([ 9, 6]  0.001442)     ([ 9, 7]  0.001704) 
    ([ 1, 3]  0.001443)     ([ 1, 4]  0.001712)     ([ 1, 5]  0.000749)     ([ 1, 6]  0.001603)     ([ 1, 7]  0.001539) 
  }
  From:  (8, 6)  {
    ([ 6, 4]  0.001089)     ([ 6, 5]  0.001152)     ([ 6, 6]  0.001216)     ([ 6, 7]  0.001791)     ([ 6, 8]  0.000813) 
    ([ 7, 4]  0.000890)     ([ 7, 5]  0.000852)     ([ 7, 6]  0.001308)     ([ 7, 7]  0.001612)     ([ 7, 8]  0.000860) 
    ([ 8, 4]  0.000838)     ([ 8, 5]  0.001555)     ([ 8, 6]  0.001752)     ([ 8, 7]  0.001916)     ([ 8, 8]  0.001152) 
    ([ 9, 4]  0.001592)     ([ 9, 5]  0.000927)     ([ 9, 6]  0.001405)     ([ 9, 7]  0.000862)     ([ 9, 8]  0.001523) 
    ([ 1, 4]  0.001810)     ([ 1, 5]  0.001145)     ([ 1, 6]  0.001336)     ([ 1, 7]  0.001344)     ([ 1, 8]  0.001035) 
  }
  From:  (8, 7)  {
    ([ 6, 5]  0.001914)     ([ 6, 6]  0.001336)     ([ 6, 7]  0.002037)     ([ 6, 8]  0.001985)     ([ 6, 9]  0.001412) 
    ([ 7, 5]  0.000849)     ([ 7, 6]  0.001906)     ([ 7, 7]  0.000911)     ([ 7, 8]  0.000787)     ([ 7, 9]  0.001466) 
    ([ 8, 5]  0.000950)     ([ 8, 6]  0.000890)     ([ 8, 7]  0.001031)     ([ 8, 8]  0.001059)     ([ 8, 9]  0.001086) 
    ([ 9, 5]  0.001483)     ([ 9, 6]  0.000731)     ([ 9, 7]  0.001236)     ([ 9, 8]  0.001526)     ([ 9, 9]  0.001719) 
    ([ 1, 5]  0.001196)     ([ 1, 6]  0.000765)     ([ 1, 7]  0.001506)     ([ 1, 8]  0.001355)     ([ 1, 9]  0.002020) 
  }
  From:  (8, 8)  {
    ([ 6, 6]  0.001914)     ([ 6, 7]  0.001957)     ([ 6, 8]  0.001736)     ([ 6, 9]  0.001181)     ([ 6, 1]  0.000928) 
    ([ 7, 6]  0.000882)     ([ 7, 7]  0.001891)     ([ 7, 8]  0.000702)     ([ 7, 9]  0.001002)     ([ 7, 1]  0.001491) 
    ([ 8, 6]  0.001236)     ([ 8, 7]  0.001016)     ([ 8, 8]  0.001785)     ([ 8, 9]  0.000791)     ([ 8, 1]  0.001392) 
    ([ 9, 6]  0.001806)     ([ 9, 7]  0.001381)     ([ 9, 8]  0.001124)     ([ 9, 9]  0.000715)     ([ 9, 1]  0.000884) 
    ([ 1, 6]  0.001047)     ([ 1, 7]  0.000867)     ([ 1, 8]  0.001879)     ([ 1, 9]  0.001985)     ([ 1, 1]  0.001540) 
  }
  From:  (8, 9)  {
    ([ 6, 7]  0.000976)     ([ 6, 8]  0.001527)     ([ 6, 9]  0.000849)     ([ 6, 1]  0.000864)     ([ 6, 2]  0.001711) 
    ([ 7, 7]  0.001925)     ([ 7, 8]  0.001352)     ([ 7, 9]  0.001320)     ([ 7, 1]  0.000985)     ([ 7, 2]  0.001837) 
    ([ 8, 7]  0.002031)     ([ 8, 8]  0.000744)     ([ 8, 9]  0.000938)     ([ 8, 1]  0.001127)     ([ 8, 2]  0.001028) 
    ([ 9, 7]  0.001955)     ([ 9, 8]  0.000750)     ([ 9, 9]  0.001062)     ([ 9, 1]  0.000943)     ([ 9, 2]  0.001606) 
    ([ 1, 7]  0.000735)     ([ 1, 8]  0.001590)     ([ 1, 9]  0.002072)     ([ 1, 1]  0.001961)     ([ 1, 2]  0.001649) 
  }
  From:  (9, 1)  {
    ([ 7, 8]  0.001106)     ([ 7, 9]  0.001223)     ([ 7, 1]  0.001672)     ([ 7, 2]  0.000882)     ([ 7, 3]  0.001894) 
    ([ 8, 8]  0.000815)     ([ 8, 9]  0.001948)     ([ 8, 1]  0.000769)     ([ 8, 2]  0.001485)     ([ 8, 3]  0.001553) 
    ([ 9, 8]  0.001657)     ([ 9, 9]  0.001893)     ([ 9, 1]  0.001819)     ([ 9, 2]  0.001155)     ([ 9, 3]  0.000991) 
    ([ 1, 8]  0.001478)     ([ 1, 9]  0.001143)     ([ 1, 1]  0.001517)     ([ 1, 2]  0.002075)     ([ 1, 3]  0.001326) 
    ([ 2, 8]  0.001405)     ([ 2, 9]  0.001742)     ([ 2, 1]  0.001161)     ([ 2, 2]  0.001455)     ([ 2, 3]  0.001948) 
  }
  From:  (9, 2)  {
    ([ 7, 9]  0.001678)     ([ 7, 1]  0.001017)     ([ 7, 2]  0.001623)     ([ 7, 3]  0.000712)     ([ 7, 4]  0.001717) 
    ([ 8, 9]  0.000731)     ([ 8, 1]  0.001936)     ([ 8, 2]  0.000792)     ([ 8, 3]  0.001130)     ([ 8, 4]  0.001120) 
    ([ 9, 9]  0.002035)     ([ 9, 1]  0.001379)     ([ 9, 2]  0.001815)     ([ 9, 3]  0.001763)     ([ 9, 4]  0.001077) 
    ([ 1, 9]  0.000962)     ([ 1, 1]  0.001705)     ([ 1, 2]  0.001176)     ([ 1, 3]  0.002088)     ([ 1, 4]  0.001612) 
    ([ 2, 9]  0.001820)     ([ 2, 1]  0.000705)     ([ 2, 2]  0.001889)     ([ 2, 3]  0.001009)     ([ 2, 4]  0.001788) 
  }
  From:  (9, 3)  {
    ([ 7, 1]  0.001406)     ([ 7, 2]  0.001038)     ([ 7, 3]  0.001829)     ([ 7, 4]  0.001265)     ([ 7, 5]  0.000978) 
    ([ 8, 1]  0.001153)     ([ 8, 2]  0.000895)     ([ 8, 3]  0.000836)     ([ 8, 4]  0.001356)     ([ 8, 5]  0.001889) 
    ([ 9, 1]  0.002085)     ([ 9, 2]  0.000868)     ([ 9, 3]  0.001506)     ([ 9, 4]  0.001672)     ([ 9, 5]  0.001129) 
    ([ 1, 1]  0.001023)     ([ 1, 2]  0.001924)     ([ 1, 3]  0.000897)     ([ 1, 4]  0.000800)     ([ 1, 5]  0.001101) 
    ([ 2, 1]  0.000856)     ([ 2, 2]  0.000960)     ([ 2, 3]  0.001785)     ([ 2, 4]  0.001233)     ([ 2, 5]  0.000982) 
  }
  From:  (9, 4)  {
    ([ 7, 2]  0.001261)     ([ 7, 3]  0.001812)     ([ 7, 4]  0.001679)     ([ 7, 5]  0.001047)     ([ 7, 6]  0.000823) 
    ([ 8, 2]  0.001609)     ([ 8, 3]  0.001321)     ([ 8, 4]  0.001805)     ([ 8, 5]  0.001808)     ([ 8, 6]  0.000780) 
    ([ 9, 2]  0.001873)     ([ 9, 3]  0.000989)     ([ 9, 4]  0.001454)     ([ 9, 5]  0.001996)     ([ 9, 6]  0.001346) 
    ([ 1, 2]  0.002068)     ([ 1, 3]  0.001462)     ([ 1, 4]  0.002074)     ([ 1, 5]  0.001925)     ([ 1, 6]  0.000714) 
    ([ 2, 2]  0.001367)     ([ 2, 3]  0.001365)     ([ 2, 4]  0.001819)     ([ 2, 5]  0.001521)     ([ 2, 6]  0.001842) 
  }
  From:  (9, 5)  {
    ([ 7, 3]  0.001449)     ([ 7, 4]  0.001970)     ([ 7, 5]  0.001466)     ([ 7, 6]  0.001106)     ([ 7, 7]  0.000796) 
    ([ 8, 3]  0.001552)     ([ 8, 4]  0.001014)     ([ 8, 5]  0.001838)     ([ 8, 6]  0.001758)     ([ 8, 7]  0.000854) 
    ([ 9, 3]  0.001103)     ([ 9, 4]  0.001968)     ([ 9, 5]  0.001571)     ([ 9, 6]  0.001256)     ([ 9, 7]  0.000860) 
    ([ 1, 3]  0.000825)     ([ 1, 4]  0.001901)     ([ 1, 5]  0.001737)     ([ 1, 6]  0.001379)     ([ 1, 7]  0.001146) 
    ([ 2, 3]  0.000768)     ([ 2, 4]  0.001785)     ([ 2, 5]  0.001332)     ([ 2, 6]  0.000883)     ([ 2, 7]  0.001756) 
  }
  From:  (9, 6)  {
    ([ 7, 4]  0.000982)     ([ 7, 5]  0.002061)     ([ 7, 6]  0.001849)     ([ 7, 7]  0.001257)     ([ 7, 8]  0.001661) 
    ([ 8, 4]  0.001369)     ([ 8, 5]  0.001546)     ([ 8, 6]  0.001804)     ([ 8, 7]  0.001517)     ([ 8, 8]  0.001959) 
    ([ 9, 4]  0.001318)     ([ 9, 5]  0.000954)     ([ 9, 6]  0.001672)     ([ 9, 7]  0.001784)     ([ 9, 8]  0.001983) 
    ([ 1, 4]  0.001673)     ([ 1, 5]  0.001260)     ([ 1, 6]  0.000706)     ([ 1, 7]  0.001161)     ([ 1, 8]  0.000772) 
    ([ 2, 4]  0.000902)     ([ 2, 5]  0.001364)     ([ 2, 6]  0.002010)     ([ 2, 7]  0.000830)     ([ 2, 8]  0.001315) 
  }
  From:  (9, 7)  {
    ([ 7, 5]  0.001070)     ([ 7, 6]  0.000852)     ([ 7, 7]  0.001025)     ([ 7, 8]  0.001061)     ([ 7, 9]  0.001237) 
    ([ 8, 5]  0.000747)     ([ 8, 6]  0.000743)     ([ 8, 7]  0.002011)     ([ 8, 8]  0.000752)     ([ 8, 9]  0.001320) 
    ([ 9, 5]  0.001236)     ([ 9, 6]  0.001381)     ([ 9, 7]  0.001007)     ([ 9, 8]  0.001824)     ([ 9, 9]  0.001233) 
    ([ 1, 5]  0.001395)     ([ 1, 6]  0.000733)     ([ 1, 7]  0.001144)     ([ 1, 8]  0.001787)     ([ 1, 9]  0.001655) 
    ([ 2, 5]  0.001336)     ([ 2, 6]  0.000827)     ([ 2, 7]  0.000850)     ([ 2, 8]  0.001354)     ([ 2, 9]  0.001624) 
  }
  From:  (9, 8)  {
    ([ 7, 6]  0.001812)     ([ 7, 7]  0.002073)     ([ 7, 8]  0.001974)     ([ 7, 9]  0.001354)     ([ 7, 1]  0.001021) 
    ([ 8, 6]  0.001684)     ([ 8, 7]  0.001687)     ([ 8, 8]  0.001802)     ([ 8, 9]  0.001046)     ([ 8, 1]  0.001309) 
    ([ 9, 6]  0.002041)     ([ 9, 7]  0.000701)     ([ 9, 8]  0.001518)     ([ 9, 9]  0.001151)     ([ 9, 1]  0.001983) 
    ([ 1, 6]  0.001660)     ([ 1, 7]  0.001147)     ([ 1, 8]  0.001520)     ([ 1, 9]  0.001925)     ([ 1, 1]  0.000868) 
    ([ 2, 6]  0.001823)     ([ 2, 7]  0.001261)     ([ 2, 8]  0.000733)     ([ 2, 9]  0.001876)     ([ 2, 1]  0.000870) 
  }
  From:  (9, 9)  {
    ([ 7, 7]  0.001394)     ([ 7, 8]  0.000822)     ([ 7, 9]  0.000935)     ([ 7, 1]  0.001252)     ([ 7, 2]  0.001808) 
    ([ 8, 7]  0.001040)     ([ 8, 8]  0.000712)     ([ 8, 9]  0.001283)     ([ 8, 1]  0.000817)     ([ 8, 2]  0.001991) 
    ([ 9, 7]  0.001299)     ([ 9, 8]  0.001431)     ([ 9, 9]  0.001695)     ([ 9, 1]  0.001846)     ([ 9, 2]  0.001360) 
    ([ 1, 7]  0.001807)     ([ 1, 8]  0.001266)     ([ 1, 9]  0.001541)     ([ 1, 1]  0.001352)     ([ 1, 2]  0.000875) 
    ([ 2, 7]  0.000724)     ([ 2, 8]  0.001545)     ([ 2, 9]  0.001441)     ([ 2, 1]  0.000812)     ([ 2, 2]  0.001582) 
  }
}

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