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_4
attsefd2.w
attvatts.w
efd1efd1.w
efd1efd2.w
efd1exfr.w
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ev4c.wt *
ev4cev4c.w
ev4civ4c.w
ev4h.wt *
ev4hev1h.w
ev4hev4h.w
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ev4v.wt *
ev4vev1v.w
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ev4viv4v.w
exfrexfr.w
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lgnsev1h.w
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weightslist.txt
                            
% Wed Aug 19 21:41:29 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]  0.001704)     ([ 8, 9]  0.001982)     ([ 8, 1]  0.001815)     ([ 8, 2]  0.000927)     ([ 8, 3]  0.001001) 
    ([ 9, 8]  0.001441)     ([ 9, 9]  0.000838)     ([ 9, 1]  0.001386)     ([ 9, 2]  0.001184)     ([ 9, 3]  0.000731) 
    ([ 1, 8]  0.001376)     ([ 1, 9]  0.001811)     ([ 1, 1]  0.000729)     ([ 1, 2]  0.001133)     ([ 1, 3]  0.001126) 
    ([ 2, 8]  0.001604)     ([ 2, 9]  0.001572)     ([ 2, 1]  0.001662)     ([ 2, 2]  0.001603)     ([ 2, 3]  0.001312) 
    ([ 3, 8]  0.001577)     ([ 3, 9]  0.002067)     ([ 3, 1]  0.000743)     ([ 3, 2]  0.001183)     ([ 3, 3]  0.000797) 
  }
  From:  (1, 2)  {
    ([ 8, 9]  0.001515)     ([ 8, 1]  0.001655)     ([ 8, 2]  0.001808)     ([ 8, 3]  0.001892)     ([ 8, 4]  0.001282) 
    ([ 9, 9]  0.000760)     ([ 9, 1]  0.001293)     ([ 9, 2]  0.001480)     ([ 9, 3]  0.001172)     ([ 9, 4]  0.001502) 
    ([ 1, 9]  0.001441)     ([ 1, 1]  0.001427)     ([ 1, 2]  0.000717)     ([ 1, 3]  0.001849)     ([ 1, 4]  0.001611) 
    ([ 2, 9]  0.000910)     ([ 2, 1]  0.001903)     ([ 2, 2]  0.001563)     ([ 2, 3]  0.000871)     ([ 2, 4]  0.000863) 
    ([ 3, 9]  0.000801)     ([ 3, 1]  0.001829)     ([ 3, 2]  0.000901)     ([ 3, 3]  0.001875)     ([ 3, 4]  0.001435) 
  }
  From:  (1, 3)  {
    ([ 8, 1]  0.001171)     ([ 8, 2]  0.000755)     ([ 8, 3]  0.001947)     ([ 8, 4]  0.001751)     ([ 8, 5]  0.001602) 
    ([ 9, 1]  0.001146)     ([ 9, 2]  0.001159)     ([ 9, 3]  0.000809)     ([ 9, 4]  0.001069)     ([ 9, 5]  0.000985) 
    ([ 1, 1]  0.001649)     ([ 1, 2]  0.001306)     ([ 1, 3]  0.001053)     ([ 1, 4]  0.001238)     ([ 1, 5]  0.001097) 
    ([ 2, 1]  0.001112)     ([ 2, 2]  0.001504)     ([ 2, 3]  0.001859)     ([ 2, 4]  0.002090)     ([ 2, 5]  0.001763) 
    ([ 3, 1]  0.001864)     ([ 3, 2]  0.001574)     ([ 3, 3]  0.001693)     ([ 3, 4]  0.001717)     ([ 3, 5]  0.001833) 
  }
  From:  (1, 4)  {
    ([ 8, 2]  0.000731)     ([ 8, 3]  0.000925)     ([ 8, 4]  0.001726)     ([ 8, 5]  0.000921)     ([ 8, 6]  0.002064) 
    ([ 9, 2]  0.001188)     ([ 9, 3]  0.000836)     ([ 9, 4]  0.000887)     ([ 9, 5]  0.001798)     ([ 9, 6]  0.001449) 
    ([ 1, 2]  0.001546)     ([ 1, 3]  0.001753)     ([ 1, 4]  0.001616)     ([ 1, 5]  0.001104)     ([ 1, 6]  0.000923) 
    ([ 2, 2]  0.001934)     ([ 2, 3]  0.001079)     ([ 2, 4]  0.000819)     ([ 2, 5]  0.001361)     ([ 2, 6]  0.001792) 
    ([ 3, 2]  0.001892)     ([ 3, 3]  0.000925)     ([ 3, 4]  0.000825)     ([ 3, 5]  0.001168)     ([ 3, 6]  0.001337) 
  }
  From:  (1, 5)  {
    ([ 8, 3]  0.001930)     ([ 8, 4]  0.001816)     ([ 8, 5]  0.001783)     ([ 8, 6]  0.001698)     ([ 8, 7]  0.001551) 
    ([ 9, 3]  0.001716)     ([ 9, 4]  0.002063)     ([ 9, 5]  0.001514)     ([ 9, 6]  0.001064)     ([ 9, 7]  0.001062) 
    ([ 1, 3]  0.001442)     ([ 1, 4]  0.000910)     ([ 1, 5]  0.001995)     ([ 1, 6]  0.001011)     ([ 1, 7]  0.001646) 
    ([ 2, 3]  0.000714)     ([ 2, 4]  0.001742)     ([ 2, 5]  0.001624)     ([ 2, 6]  0.001788)     ([ 2, 7]  0.000993) 
    ([ 3, 3]  0.000749)     ([ 3, 4]  0.002012)     ([ 3, 5]  0.001484)     ([ 3, 6]  0.001203)     ([ 3, 7]  0.001994) 
  }
  From:  (1, 6)  {
    ([ 8, 4]  0.001838)     ([ 8, 5]  0.001346)     ([ 8, 6]  0.000717)     ([ 8, 7]  0.000988)     ([ 8, 8]  0.001557) 
    ([ 9, 4]  0.001382)     ([ 9, 5]  0.000785)     ([ 9, 6]  0.001985)     ([ 9, 7]  0.001534)     ([ 9, 8]  0.001748) 
    ([ 1, 4]  0.001425)     ([ 1, 5]  0.000948)     ([ 1, 6]  0.000940)     ([ 1, 7]  0.001264)     ([ 1, 8]  0.001692) 
    ([ 2, 4]  0.000902)     ([ 2, 5]  0.001583)     ([ 2, 6]  0.000819)     ([ 2, 7]  0.001564)     ([ 2, 8]  0.001532) 
    ([ 3, 4]  0.001676)     ([ 3, 5]  0.000726)     ([ 3, 6]  0.001862)     ([ 3, 7]  0.001349)     ([ 3, 8]  0.001074) 
  }
  From:  (1, 7)  {
    ([ 8, 5]  0.002002)     ([ 8, 6]  0.001126)     ([ 8, 7]  0.001992)     ([ 8, 8]  0.001269)     ([ 8, 9]  0.001469) 
    ([ 9, 5]  0.002047)     ([ 9, 6]  0.002051)     ([ 9, 7]  0.001835)     ([ 9, 8]  0.002080)     ([ 9, 9]  0.002011) 
    ([ 1, 5]  0.001046)     ([ 1, 6]  0.001656)     ([ 1, 7]  0.001357)     ([ 1, 8]  0.000921)     ([ 1, 9]  0.002013) 
    ([ 2, 5]  0.000972)     ([ 2, 6]  0.000757)     ([ 2, 7]  0.001866)     ([ 2, 8]  0.001555)     ([ 2, 9]  0.001395) 
    ([ 3, 5]  0.001435)     ([ 3, 6]  0.001125)     ([ 3, 7]  0.001840)     ([ 3, 8]  0.001447)     ([ 3, 9]  0.001774) 
  }
  From:  (1, 8)  {
    ([ 8, 6]  0.001698)     ([ 8, 7]  0.001839)     ([ 8, 8]  0.001771)     ([ 8, 9]  0.001348)     ([ 8, 1]  0.001919) 
    ([ 9, 6]  0.000856)     ([ 9, 7]  0.001051)     ([ 9, 8]  0.000790)     ([ 9, 9]  0.001736)     ([ 9, 1]  0.001857) 
    ([ 1, 6]  0.001368)     ([ 1, 7]  0.000993)     ([ 1, 8]  0.002089)     ([ 1, 9]  0.001630)     ([ 1, 1]  0.001697) 
    ([ 2, 6]  0.001834)     ([ 2, 7]  0.000919)     ([ 2, 8]  0.001022)     ([ 2, 9]  0.001605)     ([ 2, 1]  0.001345) 
    ([ 3, 6]  0.002076)     ([ 3, 7]  0.001664)     ([ 3, 8]  0.001510)     ([ 3, 9]  0.000840)     ([ 3, 1]  0.001797) 
  }
  From:  (1, 9)  {
    ([ 8, 7]  0.001168)     ([ 8, 8]  0.001274)     ([ 8, 9]  0.001981)     ([ 8, 1]  0.001654)     ([ 8, 2]  0.001319) 
    ([ 9, 7]  0.001109)     ([ 9, 8]  0.001178)     ([ 9, 9]  0.001919)     ([ 9, 1]  0.001966)     ([ 9, 2]  0.001868) 
    ([ 1, 7]  0.001566)     ([ 1, 8]  0.001059)     ([ 1, 9]  0.001455)     ([ 1, 1]  0.001276)     ([ 1, 2]  0.001794) 
    ([ 2, 7]  0.000791)     ([ 2, 8]  0.001581)     ([ 2, 9]  0.001062)     ([ 2, 1]  0.000903)     ([ 2, 2]  0.001170) 
    ([ 3, 7]  0.000974)     ([ 3, 8]  0.001707)     ([ 3, 9]  0.001160)     ([ 3, 1]  0.001393)     ([ 3, 2]  0.001779) 
  }
  From:  (2, 1)  {
    ([ 9, 8]  0.001009)     ([ 9, 9]  0.001517)     ([ 9, 1]  0.001547)     ([ 9, 2]  0.001999)     ([ 9, 3]  0.001127) 
    ([ 1, 8]  0.001769)     ([ 1, 9]  0.001010)     ([ 1, 1]  0.001575)     ([ 1, 2]  0.001125)     ([ 1, 3]  0.001475) 
    ([ 2, 8]  0.001044)     ([ 2, 9]  0.001425)     ([ 2, 1]  0.000786)     ([ 2, 2]  0.001656)     ([ 2, 3]  0.001501) 
    ([ 3, 8]  0.001723)     ([ 3, 9]  0.001334)     ([ 3, 1]  0.001723)     ([ 3, 2]  0.001881)     ([ 3, 3]  0.001047) 
    ([ 4, 8]  0.001094)     ([ 4, 9]  0.001787)     ([ 4, 1]  0.000831)     ([ 4, 2]  0.002055)     ([ 4, 3]  0.001526) 
  }
  From:  (2, 2)  {
    ([ 9, 9]  0.001525)     ([ 9, 1]  0.001601)     ([ 9, 2]  0.001705)     ([ 9, 3]  0.001119)     ([ 9, 4]  0.001098) 
    ([ 1, 9]  0.000900)     ([ 1, 1]  0.002052)     ([ 1, 2]  0.001520)     ([ 1, 3]  0.001187)     ([ 1, 4]  0.001104) 
    ([ 2, 9]  0.001766)     ([ 2, 1]  0.001230)     ([ 2, 2]  0.001734)     ([ 2, 3]  0.001209)     ([ 2, 4]  0.001369) 
    ([ 3, 9]  0.001974)     ([ 3, 1]  0.001169)     ([ 3, 2]  0.001274)     ([ 3, 3]  0.001053)     ([ 3, 4]  0.001072) 
    ([ 4, 9]  0.001147)     ([ 4, 1]  0.001473)     ([ 4, 2]  0.001587)     ([ 4, 3]  0.001430)     ([ 4, 4]  0.001050) 
  }
  From:  (2, 3)  {
    ([ 9, 1]  0.001688)     ([ 9, 2]  0.001880)     ([ 9, 3]  0.000867)     ([ 9, 4]  0.001326)     ([ 9, 5]  0.001636) 
    ([ 1, 1]  0.001014)     ([ 1, 2]  0.001852)     ([ 1, 3]  0.000751)     ([ 1, 4]  0.001239)     ([ 1, 5]  0.001967) 
    ([ 2, 1]  0.001755)     ([ 2, 2]  0.001311)     ([ 2, 3]  0.002088)     ([ 2, 4]  0.001320)     ([ 2, 5]  0.001726) 
    ([ 3, 1]  0.001187)     ([ 3, 2]  0.000844)     ([ 3, 3]  0.001016)     ([ 3, 4]  0.001229)     ([ 3, 5]  0.001156) 
    ([ 4, 1]  0.001657)     ([ 4, 2]  0.001713)     ([ 4, 3]  0.000991)     ([ 4, 4]  0.001854)     ([ 4, 5]  0.001781) 
  }
  From:  (2, 4)  {
    ([ 9, 2]  0.001016)     ([ 9, 3]  0.001097)     ([ 9, 4]  0.001006)     ([ 9, 5]  0.001054)     ([ 9, 6]  0.001548) 
    ([ 1, 2]  0.001778)     ([ 1, 3]  0.001611)     ([ 1, 4]  0.001921)     ([ 1, 5]  0.001753)     ([ 1, 6]  0.000933) 
    ([ 2, 2]  0.001741)     ([ 2, 3]  0.001653)     ([ 2, 4]  0.001779)     ([ 2, 5]  0.001896)     ([ 2, 6]  0.000877) 
    ([ 3, 2]  0.000899)     ([ 3, 3]  0.001705)     ([ 3, 4]  0.000737)     ([ 3, 5]  0.001361)     ([ 3, 6]  0.000995) 
    ([ 4, 2]  0.001637)     ([ 4, 3]  0.000780)     ([ 4, 4]  0.000994)     ([ 4, 5]  0.001793)     ([ 4, 6]  0.000881) 
  }
  From:  (2, 5)  {
    ([ 9, 3]  0.001861)     ([ 9, 4]  0.001259)     ([ 9, 5]  0.000778)     ([ 9, 6]  0.001256)     ([ 9, 7]  0.001516) 
    ([ 1, 3]  0.001078)     ([ 1, 4]  0.001450)     ([ 1, 5]  0.001100)     ([ 1, 6]  0.001247)     ([ 1, 7]  0.001862) 
    ([ 2, 3]  0.001438)     ([ 2, 4]  0.001718)     ([ 2, 5]  0.001359)     ([ 2, 6]  0.001411)     ([ 2, 7]  0.001132) 
    ([ 3, 3]  0.000961)     ([ 3, 4]  0.000902)     ([ 3, 5]  0.001079)     ([ 3, 6]  0.001169)     ([ 3, 7]  0.001345) 
    ([ 4, 3]  0.001272)     ([ 4, 4]  0.001791)     ([ 4, 5]  0.000923)     ([ 4, 6]  0.001301)     ([ 4, 7]  0.001777) 
  }
  From:  (2, 6)  {
    ([ 9, 4]  0.000944)     ([ 9, 5]  0.000806)     ([ 9, 6]  0.001412)     ([ 9, 7]  0.000985)     ([ 9, 8]  0.001800) 
    ([ 1, 4]  0.001864)     ([ 1, 5]  0.000892)     ([ 1, 6]  0.001873)     ([ 1, 7]  0.001587)     ([ 1, 8]  0.000903) 
    ([ 2, 4]  0.001202)     ([ 2, 5]  0.001023)     ([ 2, 6]  0.001904)     ([ 2, 7]  0.000958)     ([ 2, 8]  0.001677) 
    ([ 3, 4]  0.002023)     ([ 3, 5]  0.001223)     ([ 3, 6]  0.001531)     ([ 3, 7]  0.001884)     ([ 3, 8]  0.001280) 
    ([ 4, 4]  0.001839)     ([ 4, 5]  0.000918)     ([ 4, 6]  0.001187)     ([ 4, 7]  0.000709)     ([ 4, 8]  0.001599) 
  }
  From:  (2, 7)  {
    ([ 9, 5]  0.001633)     ([ 9, 6]  0.001226)     ([ 9, 7]  0.001495)     ([ 9, 8]  0.001510)     ([ 9, 9]  0.000895) 
    ([ 1, 5]  0.001955)     ([ 1, 6]  0.001620)     ([ 1, 7]  0.001871)     ([ 1, 8]  0.000769)     ([ 1, 9]  0.000733) 
    ([ 2, 5]  0.000926)     ([ 2, 6]  0.001542)     ([ 2, 7]  0.001958)     ([ 2, 8]  0.000850)     ([ 2, 9]  0.002039) 
    ([ 3, 5]  0.002073)     ([ 3, 6]  0.000769)     ([ 3, 7]  0.000920)     ([ 3, 8]  0.001845)     ([ 3, 9]  0.001022) 
    ([ 4, 5]  0.001265)     ([ 4, 6]  0.001462)     ([ 4, 7]  0.001860)     ([ 4, 8]  0.001235)     ([ 4, 9]  0.001036) 
  }
  From:  (2, 8)  {
    ([ 9, 6]  0.001406)     ([ 9, 7]  0.000874)     ([ 9, 8]  0.001471)     ([ 9, 9]  0.001000)     ([ 9, 1]  0.001957) 
    ([ 1, 6]  0.002017)     ([ 1, 7]  0.000812)     ([ 1, 8]  0.001131)     ([ 1, 9]  0.001839)     ([ 1, 1]  0.001482) 
    ([ 2, 6]  0.001264)     ([ 2, 7]  0.001111)     ([ 2, 8]  0.000824)     ([ 2, 9]  0.002030)     ([ 2, 1]  0.001998) 
    ([ 3, 6]  0.000852)     ([ 3, 7]  0.001447)     ([ 3, 8]  0.001550)     ([ 3, 9]  0.001471)     ([ 3, 1]  0.001222) 
    ([ 4, 6]  0.001650)     ([ 4, 7]  0.001145)     ([ 4, 8]  0.001258)     ([ 4, 9]  0.000964)     ([ 4, 1]  0.000912) 
  }
  From:  (2, 9)  {
    ([ 9, 7]  0.001240)     ([ 9, 8]  0.001015)     ([ 9, 9]  0.001056)     ([ 9, 1]  0.001224)     ([ 9, 2]  0.000883) 
    ([ 1, 7]  0.001384)     ([ 1, 8]  0.001091)     ([ 1, 9]  0.000873)     ([ 1, 1]  0.001162)     ([ 1, 2]  0.001417) 
    ([ 2, 7]  0.001651)     ([ 2, 8]  0.001628)     ([ 2, 9]  0.001564)     ([ 2, 1]  0.001081)     ([ 2, 2]  0.001408) 
    ([ 3, 7]  0.001450)     ([ 3, 8]  0.001790)     ([ 3, 9]  0.001139)     ([ 3, 1]  0.001594)     ([ 3, 2]  0.001905) 
    ([ 4, 7]  0.001126)     ([ 4, 8]  0.000705)     ([ 4, 9]  0.001156)     ([ 4, 1]  0.001987)     ([ 4, 2]  0.001404) 
  }
  From:  (3, 1)  {
    ([ 1, 8]  0.001883)     ([ 1, 9]  0.001050)     ([ 1, 1]  0.000851)     ([ 1, 2]  0.000712)     ([ 1, 3]  0.001860) 
    ([ 2, 8]  0.001332)     ([ 2, 9]  0.001929)     ([ 2, 1]  0.001414)     ([ 2, 2]  0.001967)     ([ 2, 3]  0.001532) 
    ([ 3, 8]  0.000844)     ([ 3, 9]  0.000831)     ([ 3, 1]  0.001354)     ([ 3, 2]  0.001051)     ([ 3, 3]  0.001308) 
    ([ 4, 8]  0.001660)     ([ 4, 9]  0.001226)     ([ 4, 1]  0.000876)     ([ 4, 2]  0.001542)     ([ 4, 3]  0.001670) 
    ([ 5, 8]  0.001357)     ([ 5, 9]  0.001239)     ([ 5, 1]  0.001060)     ([ 5, 2]  0.000816)     ([ 5, 3]  0.001660) 
  }
  From:  (3, 2)  {
    ([ 1, 9]  0.001459)     ([ 1, 1]  0.002065)     ([ 1, 2]  0.001876)     ([ 1, 3]  0.001933)     ([ 1, 4]  0.001675) 
    ([ 2, 9]  0.000951)     ([ 2, 1]  0.002010)     ([ 2, 2]  0.000990)     ([ 2, 3]  0.001040)     ([ 2, 4]  0.001200) 
    ([ 3, 9]  0.001670)     ([ 3, 1]  0.001288)     ([ 3, 2]  0.001515)     ([ 3, 3]  0.001635)     ([ 3, 4]  0.001691) 
    ([ 4, 9]  0.001828)     ([ 4, 1]  0.001755)     ([ 4, 2]  0.000924)     ([ 4, 3]  0.001110)     ([ 4, 4]  0.001433) 
    ([ 5, 9]  0.001224)     ([ 5, 1]  0.000917)     ([ 5, 2]  0.001734)     ([ 5, 3]  0.000729)     ([ 5, 4]  0.001742) 
  }
  From:  (3, 3)  {
    ([ 1, 1]  0.000717)     ([ 1, 2]  0.001485)     ([ 1, 3]  0.001878)     ([ 1, 4]  0.001357)     ([ 1, 5]  0.001251) 
    ([ 2, 1]  0.001139)     ([ 2, 2]  0.001530)     ([ 2, 3]  0.001435)     ([ 2, 4]  0.001232)     ([ 2, 5]  0.001335) 
    ([ 3, 1]  0.000756)     ([ 3, 2]  0.001005)     ([ 3, 3]  0.001030)     ([ 3, 4]  0.001007)     ([ 3, 5]  0.001145) 
    ([ 4, 1]  0.000898)     ([ 4, 2]  0.001299)     ([ 4, 3]  0.001388)     ([ 4, 4]  0.000718)     ([ 4, 5]  0.001853) 
    ([ 5, 1]  0.001423)     ([ 5, 2]  0.000831)     ([ 5, 3]  0.001327)     ([ 5, 4]  0.001336)     ([ 5, 5]  0.001948) 
  }
  From:  (3, 4)  {
    ([ 1, 2]  0.000818)     ([ 1, 3]  0.001871)     ([ 1, 4]  0.001762)     ([ 1, 5]  0.001994)     ([ 1, 6]  0.000911) 
    ([ 2, 2]  0.000846)     ([ 2, 3]  0.001857)     ([ 2, 4]  0.002097)     ([ 2, 5]  0.001191)     ([ 2, 6]  0.000810) 
    ([ 3, 2]  0.001325)     ([ 3, 3]  0.000769)     ([ 3, 4]  0.000819)     ([ 3, 5]  0.001317)     ([ 3, 6]  0.001128) 
    ([ 4, 2]  0.001721)     ([ 4, 3]  0.001229)     ([ 4, 4]  0.001123)     ([ 4, 5]  0.001010)     ([ 4, 6]  0.002085) 
    ([ 5, 2]  0.001025)     ([ 5, 3]  0.001420)     ([ 5, 4]  0.001293)     ([ 5, 5]  0.002033)     ([ 5, 6]  0.000849) 
  }
  From:  (3, 5)  {
    ([ 1, 3]  0.001906)     ([ 1, 4]  0.001835)     ([ 1, 5]  0.000981)     ([ 1, 6]  0.001103)     ([ 1, 7]  0.000830) 
    ([ 2, 3]  0.002080)     ([ 2, 4]  0.000988)     ([ 2, 5]  0.001098)     ([ 2, 6]  0.001181)     ([ 2, 7]  0.001890) 
    ([ 3, 3]  0.001374)     ([ 3, 4]  0.000935)     ([ 3, 5]  0.001930)     ([ 3, 6]  0.001399)     ([ 3, 7]  0.000948) 
    ([ 4, 3]  0.000952)     ([ 4, 4]  0.001042)     ([ 4, 5]  0.000954)     ([ 4, 6]  0.001071)     ([ 4, 7]  0.001839) 
    ([ 5, 3]  0.001892)     ([ 5, 4]  0.000841)     ([ 5, 5]  0.000926)     ([ 5, 6]  0.000700)     ([ 5, 7]  0.001729) 
  }
  From:  (3, 6)  {
    ([ 1, 4]  0.002025)     ([ 1, 5]  0.001575)     ([ 1, 6]  0.000723)     ([ 1, 7]  0.001725)     ([ 1, 8]  0.000858) 
    ([ 2, 4]  0.000737)     ([ 2, 5]  0.000976)     ([ 2, 6]  0.001559)     ([ 2, 7]  0.001692)     ([ 2, 8]  0.001606) 
    ([ 3, 4]  0.001502)     ([ 3, 5]  0.001759)     ([ 3, 6]  0.001577)     ([ 3, 7]  0.001366)     ([ 3, 8]  0.000861) 
    ([ 4, 4]  0.001800)     ([ 4, 5]  0.000895)     ([ 4, 6]  0.000833)     ([ 4, 7]  0.001175)     ([ 4, 8]  0.001069) 
    ([ 5, 4]  0.001699)     ([ 5, 5]  0.001605)     ([ 5, 6]  0.001620)     ([ 5, 7]  0.001927)     ([ 5, 8]  0.002085) 
  }
  From:  (3, 7)  {
    ([ 1, 5]  0.001413)     ([ 1, 6]  0.002099)     ([ 1, 7]  0.001815)     ([ 1, 8]  0.000936)     ([ 1, 9]  0.001151) 
    ([ 2, 5]  0.001992)     ([ 2, 6]  0.001853)     ([ 2, 7]  0.001223)     ([ 2, 8]  0.000934)     ([ 2, 9]  0.001569) 
    ([ 3, 5]  0.001688)     ([ 3, 6]  0.001950)     ([ 3, 7]  0.001118)     ([ 3, 8]  0.000709)     ([ 3, 9]  0.001452) 
    ([ 4, 5]  0.001552)     ([ 4, 6]  0.001473)     ([ 4, 7]  0.001123)     ([ 4, 8]  0.001346)     ([ 4, 9]  0.001145) 
    ([ 5, 5]  0.001662)     ([ 5, 6]  0.001244)     ([ 5, 7]  0.002092)     ([ 5, 8]  0.000864)     ([ 5, 9]  0.001048) 
  }
  From:  (3, 8)  {
    ([ 1, 6]  0.001381)     ([ 1, 7]  0.000936)     ([ 1, 8]  0.001365)     ([ 1, 9]  0.000967)     ([ 1, 1]  0.001579) 
    ([ 2, 6]  0.001181)     ([ 2, 7]  0.000905)     ([ 2, 8]  0.001290)     ([ 2, 9]  0.001766)     ([ 2, 1]  0.002073) 
    ([ 3, 6]  0.001556)     ([ 3, 7]  0.001592)     ([ 3, 8]  0.001089)     ([ 3, 9]  0.001934)     ([ 3, 1]  0.001123) 
    ([ 4, 6]  0.001104)     ([ 4, 7]  0.000974)     ([ 4, 8]  0.001277)     ([ 4, 9]  0.001350)     ([ 4, 1]  0.001130) 
    ([ 5, 6]  0.001030)     ([ 5, 7]  0.002098)     ([ 5, 8]  0.000930)     ([ 5, 9]  0.001045)     ([ 5, 1]  0.001475) 
  }
  From:  (3, 9)  {
    ([ 1, 7]  0.001755)     ([ 1, 8]  0.001519)     ([ 1, 9]  0.001874)     ([ 1, 1]  0.002026)     ([ 1, 2]  0.001308) 
    ([ 2, 7]  0.001365)     ([ 2, 8]  0.001492)     ([ 2, 9]  0.001996)     ([ 2, 1]  0.000789)     ([ 2, 2]  0.001165) 
    ([ 3, 7]  0.001745)     ([ 3, 8]  0.000954)     ([ 3, 9]  0.001319)     ([ 3, 1]  0.001622)     ([ 3, 2]  0.001826) 
    ([ 4, 7]  0.001563)     ([ 4, 8]  0.001366)     ([ 4, 9]  0.001292)     ([ 4, 1]  0.001874)     ([ 4, 2]  0.001107) 
    ([ 5, 7]  0.001708)     ([ 5, 8]  0.001652)     ([ 5, 9]  0.001204)     ([ 5, 1]  0.001174)     ([ 5, 2]  0.001778) 
  }
  From:  (4, 1)  {
    ([ 2, 8]  0.000920)     ([ 2, 9]  0.000790)     ([ 2, 1]  0.000941)     ([ 2, 2]  0.000966)     ([ 2, 3]  0.001385) 
    ([ 3, 8]  0.001842)     ([ 3, 9]  0.000759)     ([ 3, 1]  0.001334)     ([ 3, 2]  0.001695)     ([ 3, 3]  0.001525) 
    ([ 4, 8]  0.001193)     ([ 4, 9]  0.002085)     ([ 4, 1]  0.001484)     ([ 4, 2]  0.002091)     ([ 4, 3]  0.002008) 
    ([ 5, 8]  0.001821)     ([ 5, 9]  0.000855)     ([ 5, 1]  0.000860)     ([ 5, 2]  0.001956)     ([ 5, 3]  0.001054) 
    ([ 6, 8]  0.001092)     ([ 6, 9]  0.001916)     ([ 6, 1]  0.001420)     ([ 6, 2]  0.001548)     ([ 6, 3]  0.001795) 
  }
  From:  (4, 2)  {
    ([ 2, 9]  0.001734)     ([ 2, 1]  0.000829)     ([ 2, 2]  0.001481)     ([ 2, 3]  0.000955)     ([ 2, 4]  0.001766) 
    ([ 3, 9]  0.001663)     ([ 3, 1]  0.001516)     ([ 3, 2]  0.001806)     ([ 3, 3]  0.001958)     ([ 3, 4]  0.000791) 
    ([ 4, 9]  0.000850)     ([ 4, 1]  0.001110)     ([ 4, 2]  0.001356)     ([ 4, 3]  0.001082)     ([ 4, 4]  0.001636) 
    ([ 5, 9]  0.000925)     ([ 5, 1]  0.000926)     ([ 5, 2]  0.001848)     ([ 5, 3]  0.000709)     ([ 5, 4]  0.000815) 
    ([ 6, 9]  0.001027)     ([ 6, 1]  0.001361)     ([ 6, 2]  0.001658)     ([ 6, 3]  0.001960)     ([ 6, 4]  0.001986) 
  }
  From:  (4, 3)  {
    ([ 2, 1]  0.001190)     ([ 2, 2]  0.001040)     ([ 2, 3]  0.001786)     ([ 2, 4]  0.001715)     ([ 2, 5]  0.000866) 
    ([ 3, 1]  0.000810)     ([ 3, 2]  0.001548)     ([ 3, 3]  0.001057)     ([ 3, 4]  0.001796)     ([ 3, 5]  0.000970) 
    ([ 4, 1]  0.000755)     ([ 4, 2]  0.001311)     ([ 4, 3]  0.001774)     ([ 4, 4]  0.001729)     ([ 4, 5]  0.001795) 
    ([ 5, 1]  0.001449)     ([ 5, 2]  0.001750)     ([ 5, 3]  0.001785)     ([ 5, 4]  0.001089)     ([ 5, 5]  0.000917) 
    ([ 6, 1]  0.002030)     ([ 6, 2]  0.000777)     ([ 6, 3]  0.001052)     ([ 6, 4]  0.001380)     ([ 6, 5]  0.001280) 
  }
  From:  (4, 4)  {
    ([ 2, 2]  0.001519)     ([ 2, 3]  0.000790)     ([ 2, 4]  0.001288)     ([ 2, 5]  0.000913)     ([ 2, 6]  0.001810) 
    ([ 3, 2]  0.001103)     ([ 3, 3]  0.001851)     ([ 3, 4]  0.001898)     ([ 3, 5]  0.001564)     ([ 3, 6]  0.001320) 
    ([ 4, 2]  0.000879)     ([ 4, 3]  0.001173)     ([ 4, 4]  0.001220)     ([ 4, 5]  0.001182)     ([ 4, 6]  0.001658) 
    ([ 5, 2]  0.001746)     ([ 5, 3]  0.001274)     ([ 5, 4]  0.000865)     ([ 5, 5]  0.001673)     ([ 5, 6]  0.000816) 
    ([ 6, 2]  0.001600)     ([ 6, 3]  0.001414)     ([ 6, 4]  0.001312)     ([ 6, 5]  0.001436)     ([ 6, 6]  0.001720) 
  }
  From:  (4, 5)  {
    ([ 2, 3]  0.001785)     ([ 2, 4]  0.001305)     ([ 2, 5]  0.001586)     ([ 2, 6]  0.001148)     ([ 2, 7]  0.000809) 
    ([ 3, 3]  0.001546)     ([ 3, 4]  0.001374)     ([ 3, 5]  0.000861)     ([ 3, 6]  0.000767)     ([ 3, 7]  0.000776) 
    ([ 4, 3]  0.001340)     ([ 4, 4]  0.001471)     ([ 4, 5]  0.001884)     ([ 4, 6]  0.002079)     ([ 4, 7]  0.001367) 
    ([ 5, 3]  0.001989)     ([ 5, 4]  0.001922)     ([ 5, 5]  0.001358)     ([ 5, 6]  0.000853)     ([ 5, 7]  0.001209) 
    ([ 6, 3]  0.000740)     ([ 6, 4]  0.001016)     ([ 6, 5]  0.001003)     ([ 6, 6]  0.001612)     ([ 6, 7]  0.001049) 
  }
  From:  (4, 6)  {
    ([ 2, 4]  0.001081)     ([ 2, 5]  0.001349)     ([ 2, 6]  0.002024)     ([ 2, 7]  0.001991)     ([ 2, 8]  0.001248) 
    ([ 3, 4]  0.001093)     ([ 3, 5]  0.001732)     ([ 3, 6]  0.001598)     ([ 3, 7]  0.001520)     ([ 3, 8]  0.001602) 
    ([ 4, 4]  0.002079)     ([ 4, 5]  0.001657)     ([ 4, 6]  0.001146)     ([ 4, 7]  0.001177)     ([ 4, 8]  0.000796) 
    ([ 5, 4]  0.001467)     ([ 5, 5]  0.000955)     ([ 5, 6]  0.000999)     ([ 5, 7]  0.001470)     ([ 5, 8]  0.001907) 
    ([ 6, 4]  0.001791)     ([ 6, 5]  0.001081)     ([ 6, 6]  0.001951)     ([ 6, 7]  0.002060)     ([ 6, 8]  0.000730) 
  }
  From:  (4, 7)  {
    ([ 2, 5]  0.001304)     ([ 2, 6]  0.001010)     ([ 2, 7]  0.001498)     ([ 2, 8]  0.001760)     ([ 2, 9]  0.000816) 
    ([ 3, 5]  0.002001)     ([ 3, 6]  0.001830)     ([ 3, 7]  0.001587)     ([ 3, 8]  0.001625)     ([ 3, 9]  0.001335) 
    ([ 4, 5]  0.001257)     ([ 4, 6]  0.001185)     ([ 4, 7]  0.001915)     ([ 4, 8]  0.001800)     ([ 4, 9]  0.001257) 
    ([ 5, 5]  0.002096)     ([ 5, 6]  0.001020)     ([ 5, 7]  0.001251)     ([ 5, 8]  0.001376)     ([ 5, 9]  0.000824) 
    ([ 6, 5]  0.001010)     ([ 6, 6]  0.000755)     ([ 6, 7]  0.001759)     ([ 6, 8]  0.001857)     ([ 6, 9]  0.001131) 
  }
  From:  (4, 8)  {
    ([ 2, 6]  0.001568)     ([ 2, 7]  0.001167)     ([ 2, 8]  0.001751)     ([ 2, 9]  0.001815)     ([ 2, 1]  0.001497) 
    ([ 3, 6]  0.001012)     ([ 3, 7]  0.001298)     ([ 3, 8]  0.001602)     ([ 3, 9]  0.001441)     ([ 3, 1]  0.001129) 
    ([ 4, 6]  0.001901)     ([ 4, 7]  0.002044)     ([ 4, 8]  0.002089)     ([ 4, 9]  0.001457)     ([ 4, 1]  0.001440) 
    ([ 5, 6]  0.000966)     ([ 5, 7]  0.001184)     ([ 5, 8]  0.001899)     ([ 5, 9]  0.001396)     ([ 5, 1]  0.001726) 
    ([ 6, 6]  0.001117)     ([ 6, 7]  0.001570)     ([ 6, 8]  0.001763)     ([ 6, 9]  0.002039)     ([ 6, 1]  0.002058) 
  }
  From:  (4, 9)  {
    ([ 2, 7]  0.002012)     ([ 2, 8]  0.000956)     ([ 2, 9]  0.001334)     ([ 2, 1]  0.000747)     ([ 2, 2]  0.001395) 
    ([ 3, 7]  0.001633)     ([ 3, 8]  0.001620)     ([ 3, 9]  0.000909)     ([ 3, 1]  0.000970)     ([ 3, 2]  0.001859) 
    ([ 4, 7]  0.001893)     ([ 4, 8]  0.001586)     ([ 4, 9]  0.000991)     ([ 4, 1]  0.001326)     ([ 4, 2]  0.002050) 
    ([ 5, 7]  0.001649)     ([ 5, 8]  0.001823)     ([ 5, 9]  0.000820)     ([ 5, 1]  0.001401)     ([ 5, 2]  0.001734) 
    ([ 6, 7]  0.001606)     ([ 6, 8]  0.001819)     ([ 6, 9]  0.001297)     ([ 6, 1]  0.001559)     ([ 6, 2]  0.000864) 
  }
  From:  (5, 1)  {
    ([ 3, 8]  0.001570)     ([ 3, 9]  0.001801)     ([ 3, 1]  0.001563)     ([ 3, 2]  0.001523)     ([ 3, 3]  0.001468) 
    ([ 4, 8]  0.001236)     ([ 4, 9]  0.001719)     ([ 4, 1]  0.001365)     ([ 4, 2]  0.000809)     ([ 4, 3]  0.001961) 
    ([ 5, 8]  0.000712)     ([ 5, 9]  0.001295)     ([ 5, 1]  0.002058)     ([ 5, 2]  0.001304)     ([ 5, 3]  0.001622) 
    ([ 6, 8]  0.001821)     ([ 6, 9]  0.001802)     ([ 6, 1]  0.001390)     ([ 6, 2]  0.000724)     ([ 6, 3]  0.001219) 
    ([ 7, 8]  0.002034)     ([ 7, 9]  0.001070)     ([ 7, 1]  0.001392)     ([ 7, 2]  0.001949)     ([ 7, 3]  0.001398) 
  }
  From:  (5, 2)  {
    ([ 3, 9]  0.002041)     ([ 3, 1]  0.001935)     ([ 3, 2]  0.000851)     ([ 3, 3]  0.001307)     ([ 3, 4]  0.002029) 
    ([ 4, 9]  0.001765)     ([ 4, 1]  0.001419)     ([ 4, 2]  0.001640)     ([ 4, 3]  0.001448)     ([ 4, 4]  0.001724) 
    ([ 5, 9]  0.000928)     ([ 5, 1]  0.001737)     ([ 5, 2]  0.002040)     ([ 5, 3]  0.000740)     ([ 5, 4]  0.001631) 
    ([ 6, 9]  0.000850)     ([ 6, 1]  0.001621)     ([ 6, 2]  0.001630)     ([ 6, 3]  0.001385)     ([ 6, 4]  0.001780) 
    ([ 7, 9]  0.001425)     ([ 7, 1]  0.001565)     ([ 7, 2]  0.001645)     ([ 7, 3]  0.002048)     ([ 7, 4]  0.001076) 
  }
  From:  (5, 3)  {
    ([ 3, 1]  0.001766)     ([ 3, 2]  0.000745)     ([ 3, 3]  0.000933)     ([ 3, 4]  0.000848)     ([ 3, 5]  0.000877) 
    ([ 4, 1]  0.002079)     ([ 4, 2]  0.001301)     ([ 4, 3]  0.002098)     ([ 4, 4]  0.001916)     ([ 4, 5]  0.001067) 
    ([ 5, 1]  0.001922)     ([ 5, 2]  0.000890)     ([ 5, 3]  0.001744)     ([ 5, 4]  0.001748)     ([ 5, 5]  0.001548) 
    ([ 6, 1]  0.001329)     ([ 6, 2]  0.001055)     ([ 6, 3]  0.002020)     ([ 6, 4]  0.001789)     ([ 6, 5]  0.000947) 
    ([ 7, 1]  0.001527)     ([ 7, 2]  0.001594)     ([ 7, 3]  0.001203)     ([ 7, 4]  0.002076)     ([ 7, 5]  0.001375) 
  }
  From:  (5, 4)  {
    ([ 3, 2]  0.001583)     ([ 3, 3]  0.001130)     ([ 3, 4]  0.001045)     ([ 3, 5]  0.001433)     ([ 3, 6]  0.001377) 
    ([ 4, 2]  0.000995)     ([ 4, 3]  0.001726)     ([ 4, 4]  0.000852)     ([ 4, 5]  0.001628)     ([ 4, 6]  0.000919) 
    ([ 5, 2]  0.000733)     ([ 5, 3]  0.000951)     ([ 5, 4]  0.001549)     ([ 5, 5]  0.001417)     ([ 5, 6]  0.001776) 
    ([ 6, 2]  0.000754)     ([ 6, 3]  0.001596)     ([ 6, 4]  0.001492)     ([ 6, 5]  0.000714)     ([ 6, 6]  0.000951) 
    ([ 7, 2]  0.000712)     ([ 7, 3]  0.001369)     ([ 7, 4]  0.001541)     ([ 7, 5]  0.001607)     ([ 7, 6]  0.001607) 
  }
  From:  (5, 5)  {
    ([ 3, 3]  0.001807)     ([ 3, 4]  0.002090)     ([ 3, 5]  0.001750)     ([ 3, 6]  0.001773)     ([ 3, 7]  0.001864) 
    ([ 4, 3]  0.001378)     ([ 4, 4]  0.000722)     ([ 4, 5]  0.001730)     ([ 4, 6]  0.001666)     ([ 4, 7]  0.001199) 
    ([ 5, 3]  0.001001)     ([ 5, 4]  0.001080)     ([ 5, 5]  0.000864)     ([ 5, 6]  0.000966)     ([ 5, 7]  0.001906) 
    ([ 6, 3]  0.001251)     ([ 6, 4]  0.001512)     ([ 6, 5]  0.000777)     ([ 6, 6]  0.000832)     ([ 6, 7]  0.000977) 
    ([ 7, 3]  0.002036)     ([ 7, 4]  0.000983)     ([ 7, 5]  0.000761)     ([ 7, 6]  0.000753)     ([ 7, 7]  0.001784) 
  }
  From:  (5, 6)  {
    ([ 3, 4]  0.001163)     ([ 3, 5]  0.001782)     ([ 3, 6]  0.001152)     ([ 3, 7]  0.001784)     ([ 3, 8]  0.001442) 
    ([ 4, 4]  0.001689)     ([ 4, 5]  0.001767)     ([ 4, 6]  0.001348)     ([ 4, 7]  0.001366)     ([ 4, 8]  0.002051) 
    ([ 5, 4]  0.001506)     ([ 5, 5]  0.001854)     ([ 5, 6]  0.001493)     ([ 5, 7]  0.001303)     ([ 5, 8]  0.001882) 
    ([ 6, 4]  0.001885)     ([ 6, 5]  0.001002)     ([ 6, 6]  0.001326)     ([ 6, 7]  0.002033)     ([ 6, 8]  0.001350) 
    ([ 7, 4]  0.001675)     ([ 7, 5]  0.002077)     ([ 7, 6]  0.001797)     ([ 7, 7]  0.001649)     ([ 7, 8]  0.001434) 
  }
  From:  (5, 7)  {
    ([ 3, 5]  0.001804)     ([ 3, 6]  0.000934)     ([ 3, 7]  0.000788)     ([ 3, 8]  0.001527)     ([ 3, 9]  0.001415) 
    ([ 4, 5]  0.001892)     ([ 4, 6]  0.001583)     ([ 4, 7]  0.002021)     ([ 4, 8]  0.000745)     ([ 4, 9]  0.000940) 
    ([ 5, 5]  0.000702)     ([ 5, 6]  0.001221)     ([ 5, 7]  0.001087)     ([ 5, 8]  0.001296)     ([ 5, 9]  0.000910) 
    ([ 6, 5]  0.001698)     ([ 6, 6]  0.001510)     ([ 6, 7]  0.001996)     ([ 6, 8]  0.001530)     ([ 6, 9]  0.000853) 
    ([ 7, 5]  0.001114)     ([ 7, 6]  0.001543)     ([ 7, 7]  0.001667)     ([ 7, 8]  0.001109)     ([ 7, 9]  0.001700) 
  }
  From:  (5, 8)  {
    ([ 3, 6]  0.000758)     ([ 3, 7]  0.002016)     ([ 3, 8]  0.001140)     ([ 3, 9]  0.001334)     ([ 3, 1]  0.001876) 
    ([ 4, 6]  0.001418)     ([ 4, 7]  0.000803)     ([ 4, 8]  0.001446)     ([ 4, 9]  0.000956)     ([ 4, 1]  0.000724) 
    ([ 5, 6]  0.001249)     ([ 5, 7]  0.002042)     ([ 5, 8]  0.001612)     ([ 5, 9]  0.001320)     ([ 5, 1]  0.001216) 
    ([ 6, 6]  0.000986)     ([ 6, 7]  0.001191)     ([ 6, 8]  0.001426)     ([ 6, 9]  0.001034)     ([ 6, 1]  0.001037) 
    ([ 7, 6]  0.001508)     ([ 7, 7]  0.001050)     ([ 7, 8]  0.002059)     ([ 7, 9]  0.001856)     ([ 7, 1]  0.001306) 
  }
  From:  (5, 9)  {
    ([ 3, 7]  0.001048)     ([ 3, 8]  0.001281)     ([ 3, 9]  0.001569)     ([ 3, 1]  0.002047)     ([ 3, 2]  0.001485) 
    ([ 4, 7]  0.001922)     ([ 4, 8]  0.001142)     ([ 4, 9]  0.001597)     ([ 4, 1]  0.000841)     ([ 4, 2]  0.001552) 
    ([ 5, 7]  0.001208)     ([ 5, 8]  0.001093)     ([ 5, 9]  0.001359)     ([ 5, 1]  0.002025)     ([ 5, 2]  0.000826) 
    ([ 6, 7]  0.001714)     ([ 6, 8]  0.001955)     ([ 6, 9]  0.001116)     ([ 6, 1]  0.002046)     ([ 6, 2]  0.000721) 
    ([ 7, 7]  0.001048)     ([ 7, 8]  0.001612)     ([ 7, 9]  0.001365)     ([ 7, 1]  0.000810)     ([ 7, 2]  0.001582) 
  }
  From:  (6, 1)  {
    ([ 4, 8]  0.001873)     ([ 4, 9]  0.001740)     ([ 4, 1]  0.001182)     ([ 4, 2]  0.001843)     ([ 4, 3]  0.000843) 
    ([ 5, 8]  0.000830)     ([ 5, 9]  0.000895)     ([ 5, 1]  0.001967)     ([ 5, 2]  0.001248)     ([ 5, 3]  0.000905) 
    ([ 6, 8]  0.000902)     ([ 6, 9]  0.001956)     ([ 6, 1]  0.000748)     ([ 6, 2]  0.001657)     ([ 6, 3]  0.001646) 
    ([ 7, 8]  0.001515)     ([ 7, 9]  0.001260)     ([ 7, 1]  0.001086)     ([ 7, 2]  0.000773)     ([ 7, 3]  0.002092) 
    ([ 8, 8]  0.001424)     ([ 8, 9]  0.000837)     ([ 8, 1]  0.001929)     ([ 8, 2]  0.002028)     ([ 8, 3]  0.001457) 
  }
  From:  (6, 2)  {
    ([ 4, 9]  0.001490)     ([ 4, 1]  0.001543)     ([ 4, 2]  0.001570)     ([ 4, 3]  0.001336)     ([ 4, 4]  0.001279) 
    ([ 5, 9]  0.001200)     ([ 5, 1]  0.001989)     ([ 5, 2]  0.001195)     ([ 5, 3]  0.001630)     ([ 5, 4]  0.001659) 
    ([ 6, 9]  0.001307)     ([ 6, 1]  0.000981)     ([ 6, 2]  0.001295)     ([ 6, 3]  0.001313)     ([ 6, 4]  0.000809) 
    ([ 7, 9]  0.002087)     ([ 7, 1]  0.001944)     ([ 7, 2]  0.001869)     ([ 7, 3]  0.000941)     ([ 7, 4]  0.001903) 
    ([ 8, 9]  0.002030)     ([ 8, 1]  0.001229)     ([ 8, 2]  0.001487)     ([ 8, 3]  0.001775)     ([ 8, 4]  0.001854) 
  }
  From:  (6, 3)  {
    ([ 4, 1]  0.000838)     ([ 4, 2]  0.001517)     ([ 4, 3]  0.000808)     ([ 4, 4]  0.001679)     ([ 4, 5]  0.001243) 
    ([ 5, 1]  0.000869)     ([ 5, 2]  0.001352)     ([ 5, 3]  0.002028)     ([ 5, 4]  0.001385)     ([ 5, 5]  0.001720) 
    ([ 6, 1]  0.001260)     ([ 6, 2]  0.001638)     ([ 6, 3]  0.001517)     ([ 6, 4]  0.001875)     ([ 6, 5]  0.001500) 
    ([ 7, 1]  0.001195)     ([ 7, 2]  0.001093)     ([ 7, 3]  0.001160)     ([ 7, 4]  0.001416)     ([ 7, 5]  0.001103) 
    ([ 8, 1]  0.001045)     ([ 8, 2]  0.001172)     ([ 8, 3]  0.001961)     ([ 8, 4]  0.001993)     ([ 8, 5]  0.001599) 
  }
  From:  (6, 4)  {
    ([ 4, 2]  0.000801)     ([ 4, 3]  0.001976)     ([ 4, 4]  0.001777)     ([ 4, 5]  0.000734)     ([ 4, 6]  0.001361) 
    ([ 5, 2]  0.001117)     ([ 5, 3]  0.001494)     ([ 5, 4]  0.001224)     ([ 5, 5]  0.000752)     ([ 5, 6]  0.001910) 
    ([ 6, 2]  0.001305)     ([ 6, 3]  0.002031)     ([ 6, 4]  0.001861)     ([ 6, 5]  0.001174)     ([ 6, 6]  0.001185) 
    ([ 7, 2]  0.001742)     ([ 7, 3]  0.001588)     ([ 7, 4]  0.001639)     ([ 7, 5]  0.001990)     ([ 7, 6]  0.001273) 
    ([ 8, 2]  0.001456)     ([ 8, 3]  0.001053)     ([ 8, 4]  0.001544)     ([ 8, 5]  0.001647)     ([ 8, 6]  0.001738) 
  }
  From:  (6, 5)  {
    ([ 4, 3]  0.001521)     ([ 4, 4]  0.001500)     ([ 4, 5]  0.001299)     ([ 4, 6]  0.000985)     ([ 4, 7]  0.001374) 
    ([ 5, 3]  0.001302)     ([ 5, 4]  0.001820)     ([ 5, 5]  0.002000)     ([ 5, 6]  0.002031)     ([ 5, 7]  0.001244) 
    ([ 6, 3]  0.001986)     ([ 6, 4]  0.002044)     ([ 6, 5]  0.001516)     ([ 6, 6]  0.000823)     ([ 6, 7]  0.000857) 
    ([ 7, 3]  0.002020)     ([ 7, 4]  0.001184)     ([ 7, 5]  0.001200)     ([ 7, 6]  0.001768)     ([ 7, 7]  0.002083) 
    ([ 8, 3]  0.001274)     ([ 8, 4]  0.000988)     ([ 8, 5]  0.001059)     ([ 8, 6]  0.001899)     ([ 8, 7]  0.001887) 
  }
  From:  (6, 6)  {
    ([ 4, 4]  0.000793)     ([ 4, 5]  0.001891)     ([ 4, 6]  0.002055)     ([ 4, 7]  0.001767)     ([ 4, 8]  0.001926) 
    ([ 5, 4]  0.001643)     ([ 5, 5]  0.001463)     ([ 5, 6]  0.001668)     ([ 5, 7]  0.001898)     ([ 5, 8]  0.001350) 
    ([ 6, 4]  0.001120)     ([ 6, 5]  0.002035)     ([ 6, 6]  0.002071)     ([ 6, 7]  0.000874)     ([ 6, 8]  0.001256) 
    ([ 7, 4]  0.001967)     ([ 7, 5]  0.002060)     ([ 7, 6]  0.001582)     ([ 7, 7]  0.000842)     ([ 7, 8]  0.002070) 
    ([ 8, 4]  0.001188)     ([ 8, 5]  0.001178)     ([ 8, 6]  0.001292)     ([ 8, 7]  0.001751)     ([ 8, 8]  0.001325) 
  }
  From:  (6, 7)  {
    ([ 4, 5]  0.001153)     ([ 4, 6]  0.001088)     ([ 4, 7]  0.001021)     ([ 4, 8]  0.001548)     ([ 4, 9]  0.001844) 
    ([ 5, 5]  0.000940)     ([ 5, 6]  0.000715)     ([ 5, 7]  0.001644)     ([ 5, 8]  0.001610)     ([ 5, 9]  0.000971) 
    ([ 6, 5]  0.002021)     ([ 6, 6]  0.001798)     ([ 6, 7]  0.002059)     ([ 6, 8]  0.000856)     ([ 6, 9]  0.001349) 
    ([ 7, 5]  0.001976)     ([ 7, 6]  0.001232)     ([ 7, 7]  0.001748)     ([ 7, 8]  0.001870)     ([ 7, 9]  0.000805) 
    ([ 8, 5]  0.001000)     ([ 8, 6]  0.001245)     ([ 8, 7]  0.000827)     ([ 8, 8]  0.000934)     ([ 8, 9]  0.001366) 
  }
  From:  (6, 8)  {
    ([ 4, 6]  0.001906)     ([ 4, 7]  0.001538)     ([ 4, 8]  0.001111)     ([ 4, 9]  0.001615)     ([ 4, 1]  0.000880) 
    ([ 5, 6]  0.001892)     ([ 5, 7]  0.000999)     ([ 5, 8]  0.001367)     ([ 5, 9]  0.001643)     ([ 5, 1]  0.000993) 
    ([ 6, 6]  0.001991)     ([ 6, 7]  0.001325)     ([ 6, 8]  0.001640)     ([ 6, 9]  0.000811)     ([ 6, 1]  0.001652) 
    ([ 7, 6]  0.001937)     ([ 7, 7]  0.000705)     ([ 7, 8]  0.001042)     ([ 7, 9]  0.001846)     ([ 7, 1]  0.000777) 
    ([ 8, 6]  0.001301)     ([ 8, 7]  0.001848)     ([ 8, 8]  0.001353)     ([ 8, 9]  0.001981)     ([ 8, 1]  0.001852) 
  }
  From:  (6, 9)  {
    ([ 4, 7]  0.001593)     ([ 4, 8]  0.002021)     ([ 4, 9]  0.001969)     ([ 4, 1]  0.001055)     ([ 4, 2]  0.001652) 
    ([ 5, 7]  0.002006)     ([ 5, 8]  0.001061)     ([ 5, 9]  0.001827)     ([ 5, 1]  0.001497)     ([ 5, 2]  0.001683) 
    ([ 6, 7]  0.001005)     ([ 6, 8]  0.001373)     ([ 6, 9]  0.002098)     ([ 6, 1]  0.001540)     ([ 6, 2]  0.001696) 
    ([ 7, 7]  0.001012)     ([ 7, 8]  0.001313)     ([ 7, 9]  0.001738)     ([ 7, 1]  0.002066)     ([ 7, 2]  0.000795) 
    ([ 8, 7]  0.001273)     ([ 8, 8]  0.001163)     ([ 8, 9]  0.001857)     ([ 8, 1]  0.001730)     ([ 8, 2]  0.000833) 
  }
  From:  (7, 1)  {
    ([ 5, 8]  0.001149)     ([ 5, 9]  0.001182)     ([ 5, 1]  0.001365)     ([ 5, 2]  0.000858)     ([ 5, 3]  0.000994) 
    ([ 6, 8]  0.002023)     ([ 6, 9]  0.001884)     ([ 6, 1]  0.001810)     ([ 6, 2]  0.001503)     ([ 6, 3]  0.002075) 
    ([ 7, 8]  0.000986)     ([ 7, 9]  0.001292)     ([ 7, 1]  0.001544)     ([ 7, 2]  0.001050)     ([ 7, 3]  0.000788) 
    ([ 8, 8]  0.001442)     ([ 8, 9]  0.001102)     ([ 8, 1]  0.000767)     ([ 8, 2]  0.000929)     ([ 8, 3]  0.001257) 
    ([ 9, 8]  0.000850)     ([ 9, 9]  0.001695)     ([ 9, 1]  0.000786)     ([ 9, 2]  0.001741)     ([ 9, 3]  0.000738) 
  }
  From:  (7, 2)  {
    ([ 5, 9]  0.001922)     ([ 5, 1]  0.001049)     ([ 5, 2]  0.001590)     ([ 5, 3]  0.001231)     ([ 5, 4]  0.000781) 
    ([ 6, 9]  0.001209)     ([ 6, 1]  0.001444)     ([ 6, 2]  0.001702)     ([ 6, 3]  0.001510)     ([ 6, 4]  0.001858) 
    ([ 7, 9]  0.001453)     ([ 7, 1]  0.000772)     ([ 7, 2]  0.000923)     ([ 7, 3]  0.001173)     ([ 7, 4]  0.001890) 
    ([ 8, 9]  0.000708)     ([ 8, 1]  0.000864)     ([ 8, 2]  0.000706)     ([ 8, 3]  0.001562)     ([ 8, 4]  0.000998) 
    ([ 9, 9]  0.001301)     ([ 9, 1]  0.001456)     ([ 9, 2]  0.001234)     ([ 9, 3]  0.000776)     ([ 9, 4]  0.001428) 
  }
  From:  (7, 3)  {
    ([ 5, 1]  0.001915)     ([ 5, 2]  0.001608)     ([ 5, 3]  0.000954)     ([ 5, 4]  0.000907)     ([ 5, 5]  0.001673) 
    ([ 6, 1]  0.000707)     ([ 6, 2]  0.001446)     ([ 6, 3]  0.001154)     ([ 6, 4]  0.000819)     ([ 6, 5]  0.001779) 
    ([ 7, 1]  0.001451)     ([ 7, 2]  0.001855)     ([ 7, 3]  0.001875)     ([ 7, 4]  0.000800)     ([ 7, 5]  0.002081) 
    ([ 8, 1]  0.001346)     ([ 8, 2]  0.001453)     ([ 8, 3]  0.001807)     ([ 8, 4]  0.001586)     ([ 8, 5]  0.002069) 
    ([ 9, 1]  0.001287)     ([ 9, 2]  0.001977)     ([ 9, 3]  0.001923)     ([ 9, 4]  0.000826)     ([ 9, 5]  0.001953) 
  }
  From:  (7, 4)  {
    ([ 5, 2]  0.001148)     ([ 5, 3]  0.000798)     ([ 5, 4]  0.002050)     ([ 5, 5]  0.001230)     ([ 5, 6]  0.001109) 
    ([ 6, 2]  0.001956)     ([ 6, 3]  0.000895)     ([ 6, 4]  0.001101)     ([ 6, 5]  0.001430)     ([ 6, 6]  0.001887) 
    ([ 7, 2]  0.001729)     ([ 7, 3]  0.001429)     ([ 7, 4]  0.001709)     ([ 7, 5]  0.001357)     ([ 7, 6]  0.001488) 
    ([ 8, 2]  0.001376)     ([ 8, 3]  0.001464)     ([ 8, 4]  0.000927)     ([ 8, 5]  0.001612)     ([ 8, 6]  0.001644) 
    ([ 9, 2]  0.001879)     ([ 9, 3]  0.001266)     ([ 9, 4]  0.001475)     ([ 9, 5]  0.001048)     ([ 9, 6]  0.002066) 
  }
  From:  (7, 5)  {
    ([ 5, 3]  0.000815)     ([ 5, 4]  0.001719)     ([ 5, 5]  0.001340)     ([ 5, 6]  0.001153)     ([ 5, 7]  0.000971) 
    ([ 6, 3]  0.001026)     ([ 6, 4]  0.001786)     ([ 6, 5]  0.001870)     ([ 6, 6]  0.001504)     ([ 6, 7]  0.002029) 
    ([ 7, 3]  0.001639)     ([ 7, 4]  0.002020)     ([ 7, 5]  0.001340)     ([ 7, 6]  0.001478)     ([ 7, 7]  0.001194) 
    ([ 8, 3]  0.002088)     ([ 8, 4]  0.001530)     ([ 8, 5]  0.001429)     ([ 8, 6]  0.001542)     ([ 8, 7]  0.001842) 
    ([ 9, 3]  0.001286)     ([ 9, 4]  0.001324)     ([ 9, 5]  0.001670)     ([ 9, 6]  0.000709)     ([ 9, 7]  0.000997) 
  }
  From:  (7, 6)  {
    ([ 5, 4]  0.000978)     ([ 5, 5]  0.001791)     ([ 5, 6]  0.002040)     ([ 5, 7]  0.001404)     ([ 5, 8]  0.001274) 
    ([ 6, 4]  0.001486)     ([ 6, 5]  0.001766)     ([ 6, 6]  0.000738)     ([ 6, 7]  0.000793)     ([ 6, 8]  0.002054) 
    ([ 7, 4]  0.001552)     ([ 7, 5]  0.001265)     ([ 7, 6]  0.000891)     ([ 7, 7]  0.001591)     ([ 7, 8]  0.001283) 
    ([ 8, 4]  0.001105)     ([ 8, 5]  0.001246)     ([ 8, 6]  0.001285)     ([ 8, 7]  0.000745)     ([ 8, 8]  0.001006) 
    ([ 9, 4]  0.001860)     ([ 9, 5]  0.001735)     ([ 9, 6]  0.001432)     ([ 9, 7]  0.001398)     ([ 9, 8]  0.001312) 
  }
  From:  (7, 7)  {
    ([ 5, 5]  0.001666)     ([ 5, 6]  0.001694)     ([ 5, 7]  0.001397)     ([ 5, 8]  0.001101)     ([ 5, 9]  0.001910) 
    ([ 6, 5]  0.001201)     ([ 6, 6]  0.001313)     ([ 6, 7]  0.001227)     ([ 6, 8]  0.001473)     ([ 6, 9]  0.000894) 
    ([ 7, 5]  0.001132)     ([ 7, 6]  0.002067)     ([ 7, 7]  0.001614)     ([ 7, 8]  0.001803)     ([ 7, 9]  0.001893) 
    ([ 8, 5]  0.001612)     ([ 8, 6]  0.001764)     ([ 8, 7]  0.001625)     ([ 8, 8]  0.001619)     ([ 8, 9]  0.001548) 
    ([ 9, 5]  0.001032)     ([ 9, 6]  0.001039)     ([ 9, 7]  0.001067)     ([ 9, 8]  0.001316)     ([ 9, 9]  0.001745) 
  }
  From:  (7, 8)  {
    ([ 5, 6]  0.000739)     ([ 5, 7]  0.001915)     ([ 5, 8]  0.002029)     ([ 5, 9]  0.001535)     ([ 5, 1]  0.001538) 
    ([ 6, 6]  0.001578)     ([ 6, 7]  0.000839)     ([ 6, 8]  0.001409)     ([ 6, 9]  0.001583)     ([ 6, 1]  0.001789) 
    ([ 7, 6]  0.002005)     ([ 7, 7]  0.001891)     ([ 7, 8]  0.000784)     ([ 7, 9]  0.001860)     ([ 7, 1]  0.001684) 
    ([ 8, 6]  0.000997)     ([ 8, 7]  0.001535)     ([ 8, 8]  0.001843)     ([ 8, 9]  0.001018)     ([ 8, 1]  0.000904) 
    ([ 9, 6]  0.001157)     ([ 9, 7]  0.000987)     ([ 9, 8]  0.000793)     ([ 9, 9]  0.001180)     ([ 9, 1]  0.000952) 
  }
  From:  (7, 9)  {
    ([ 5, 7]  0.001197)     ([ 5, 8]  0.001906)     ([ 5, 9]  0.000754)     ([ 5, 1]  0.001593)     ([ 5, 2]  0.001540) 
    ([ 6, 7]  0.001938)     ([ 6, 8]  0.001213)     ([ 6, 9]  0.000928)     ([ 6, 1]  0.001949)     ([ 6, 2]  0.001539) 
    ([ 7, 7]  0.001465)     ([ 7, 8]  0.001403)     ([ 7, 9]  0.001615)     ([ 7, 1]  0.001893)     ([ 7, 2]  0.001062) 
    ([ 8, 7]  0.000944)     ([ 8, 8]  0.002021)     ([ 8, 9]  0.000829)     ([ 8, 1]  0.001071)     ([ 8, 2]  0.000939) 
    ([ 9, 7]  0.001135)     ([ 9, 8]  0.001977)     ([ 9, 9]  0.001244)     ([ 9, 1]  0.000912)     ([ 9, 2]  0.001706) 
  }
  From:  (8, 1)  {
    ([ 6, 8]  0.000783)     ([ 6, 9]  0.001015)     ([ 6, 1]  0.000956)     ([ 6, 2]  0.001763)     ([ 6, 3]  0.002089) 
    ([ 7, 8]  0.001496)     ([ 7, 9]  0.001208)     ([ 7, 1]  0.002025)     ([ 7, 2]  0.002097)     ([ 7, 3]  0.001238) 
    ([ 8, 8]  0.001462)     ([ 8, 9]  0.001098)     ([ 8, 1]  0.001924)     ([ 8, 2]  0.001100)     ([ 8, 3]  0.001668) 
    ([ 9, 8]  0.001306)     ([ 9, 9]  0.000946)     ([ 9, 1]  0.002002)     ([ 9, 2]  0.001193)     ([ 9, 3]  0.001752) 
    ([ 1, 8]  0.000796)     ([ 1, 9]  0.001285)     ([ 1, 1]  0.000868)     ([ 1, 2]  0.000999)     ([ 1, 3]  0.001986) 
  }
  From:  (8, 2)  {
    ([ 6, 9]  0.001803)     ([ 6, 1]  0.002018)     ([ 6, 2]  0.001668)     ([ 6, 3]  0.001849)     ([ 6, 4]  0.002040) 
    ([ 7, 9]  0.001563)     ([ 7, 1]  0.001235)     ([ 7, 2]  0.001307)     ([ 7, 3]  0.000709)     ([ 7, 4]  0.001902) 
    ([ 8, 9]  0.001008)     ([ 8, 1]  0.001582)     ([ 8, 2]  0.001449)     ([ 8, 3]  0.001876)     ([ 8, 4]  0.002044) 
    ([ 9, 9]  0.001654)     ([ 9, 1]  0.001999)     ([ 9, 2]  0.001030)     ([ 9, 3]  0.001048)     ([ 9, 4]  0.001982) 
    ([ 1, 9]  0.001777)     ([ 1, 1]  0.001242)     ([ 1, 2]  0.001244)     ([ 1, 3]  0.000771)     ([ 1, 4]  0.001113) 
  }
  From:  (8, 3)  {
    ([ 6, 1]  0.001237)     ([ 6, 2]  0.001712)     ([ 6, 3]  0.001676)     ([ 6, 4]  0.001743)     ([ 6, 5]  0.001396) 
    ([ 7, 1]  0.001402)     ([ 7, 2]  0.001868)     ([ 7, 3]  0.001706)     ([ 7, 4]  0.001629)     ([ 7, 5]  0.001902) 
    ([ 8, 1]  0.001305)     ([ 8, 2]  0.000879)     ([ 8, 3]  0.001281)     ([ 8, 4]  0.000805)     ([ 8, 5]  0.001770) 
    ([ 9, 1]  0.000921)     ([ 9, 2]  0.002036)     ([ 9, 3]  0.001519)     ([ 9, 4]  0.001226)     ([ 9, 5]  0.001726) 
    ([ 1, 1]  0.001910)     ([ 1, 2]  0.001119)     ([ 1, 3]  0.000855)     ([ 1, 4]  0.001145)     ([ 1, 5]  0.001108) 
  }
  From:  (8, 4)  {
    ([ 6, 2]  0.001672)     ([ 6, 3]  0.000842)     ([ 6, 4]  0.001477)     ([ 6, 5]  0.001116)     ([ 6, 6]  0.001772) 
    ([ 7, 2]  0.000829)     ([ 7, 3]  0.000898)     ([ 7, 4]  0.001371)     ([ 7, 5]  0.001243)     ([ 7, 6]  0.000784) 
    ([ 8, 2]  0.001487)     ([ 8, 3]  0.001949)     ([ 8, 4]  0.001866)     ([ 8, 5]  0.001557)     ([ 8, 6]  0.001801) 
    ([ 9, 2]  0.001763)     ([ 9, 3]  0.001011)     ([ 9, 4]  0.001121)     ([ 9, 5]  0.001790)     ([ 9, 6]  0.001350) 
    ([ 1, 2]  0.001323)     ([ 1, 3]  0.001490)     ([ 1, 4]  0.001765)     ([ 1, 5]  0.001863)     ([ 1, 6]  0.001613) 
  }
  From:  (8, 5)  {
    ([ 6, 3]  0.001735)     ([ 6, 4]  0.001327)     ([ 6, 5]  0.001749)     ([ 6, 6]  0.001789)     ([ 6, 7]  0.001003) 
    ([ 7, 3]  0.000876)     ([ 7, 4]  0.001841)     ([ 7, 5]  0.001632)     ([ 7, 6]  0.001537)     ([ 7, 7]  0.001136) 
    ([ 8, 3]  0.001734)     ([ 8, 4]  0.001100)     ([ 8, 5]  0.001301)     ([ 8, 6]  0.001983)     ([ 8, 7]  0.002035) 
    ([ 9, 3]  0.000997)     ([ 9, 4]  0.001959)     ([ 9, 5]  0.001094)     ([ 9, 6]  0.000726)     ([ 9, 7]  0.000714) 
    ([ 1, 3]  0.001688)     ([ 1, 4]  0.000980)     ([ 1, 5]  0.000882)     ([ 1, 6]  0.001281)     ([ 1, 7]  0.000895) 
  }
  From:  (8, 6)  {
    ([ 6, 4]  0.000767)     ([ 6, 5]  0.001115)     ([ 6, 6]  0.001045)     ([ 6, 7]  0.001166)     ([ 6, 8]  0.001310) 
    ([ 7, 4]  0.001419)     ([ 7, 5]  0.001790)     ([ 7, 6]  0.001430)     ([ 7, 7]  0.001273)     ([ 7, 8]  0.001483) 
    ([ 8, 4]  0.001982)     ([ 8, 5]  0.000865)     ([ 8, 6]  0.000739)     ([ 8, 7]  0.001964)     ([ 8, 8]  0.001920) 
    ([ 9, 4]  0.001235)     ([ 9, 5]  0.001194)     ([ 9, 6]  0.001472)     ([ 9, 7]  0.001024)     ([ 9, 8]  0.001356) 
    ([ 1, 4]  0.001054)     ([ 1, 5]  0.001514)     ([ 1, 6]  0.000975)     ([ 1, 7]  0.001651)     ([ 1, 8]  0.000941) 
  }
  From:  (8, 7)  {
    ([ 6, 5]  0.001436)     ([ 6, 6]  0.001438)     ([ 6, 7]  0.001855)     ([ 6, 8]  0.002044)     ([ 6, 9]  0.001748) 
    ([ 7, 5]  0.001033)     ([ 7, 6]  0.001655)     ([ 7, 7]  0.000932)     ([ 7, 8]  0.001311)     ([ 7, 9]  0.001147) 
    ([ 8, 5]  0.001680)     ([ 8, 6]  0.001688)     ([ 8, 7]  0.001890)     ([ 8, 8]  0.001945)     ([ 8, 9]  0.001029) 
    ([ 9, 5]  0.001662)     ([ 9, 6]  0.000764)     ([ 9, 7]  0.002061)     ([ 9, 8]  0.001856)     ([ 9, 9]  0.001029) 
    ([ 1, 5]  0.001214)     ([ 1, 6]  0.001751)     ([ 1, 7]  0.001012)     ([ 1, 8]  0.001538)     ([ 1, 9]  0.001544) 
  }
  From:  (8, 8)  {
    ([ 6, 6]  0.001477)     ([ 6, 7]  0.000924)     ([ 6, 8]  0.001356)     ([ 6, 9]  0.001940)     ([ 6, 1]  0.000706) 
    ([ 7, 6]  0.000881)     ([ 7, 7]  0.001250)     ([ 7, 8]  0.000790)     ([ 7, 9]  0.001729)     ([ 7, 1]  0.001776) 
    ([ 8, 6]  0.001273)     ([ 8, 7]  0.001409)     ([ 8, 8]  0.001894)     ([ 8, 9]  0.001813)     ([ 8, 1]  0.001462) 
    ([ 9, 6]  0.000739)     ([ 9, 7]  0.001839)     ([ 9, 8]  0.001844)     ([ 9, 9]  0.001561)     ([ 9, 1]  0.001986) 
    ([ 1, 6]  0.001730)     ([ 1, 7]  0.001786)     ([ 1, 8]  0.001882)     ([ 1, 9]  0.001873)     ([ 1, 1]  0.001039) 
  }
  From:  (8, 9)  {
    ([ 6, 7]  0.000973)     ([ 6, 8]  0.000942)     ([ 6, 9]  0.001682)     ([ 6, 1]  0.001823)     ([ 6, 2]  0.001989) 
    ([ 7, 7]  0.001802)     ([ 7, 8]  0.001446)     ([ 7, 9]  0.001016)     ([ 7, 1]  0.001424)     ([ 7, 2]  0.001126) 
    ([ 8, 7]  0.001631)     ([ 8, 8]  0.001193)     ([ 8, 9]  0.000762)     ([ 8, 1]  0.001067)     ([ 8, 2]  0.001540) 
    ([ 9, 7]  0.001058)     ([ 9, 8]  0.001404)     ([ 9, 9]  0.000755)     ([ 9, 1]  0.001128)     ([ 9, 2]  0.001027) 
    ([ 1, 7]  0.001865)     ([ 1, 8]  0.000860)     ([ 1, 9]  0.001693)     ([ 1, 1]  0.001639)     ([ 1, 2]  0.002097) 
  }
  From:  (9, 1)  {
    ([ 7, 8]  0.001540)     ([ 7, 9]  0.001659)     ([ 7, 1]  0.001268)     ([ 7, 2]  0.001189)     ([ 7, 3]  0.001170) 
    ([ 8, 8]  0.001930)     ([ 8, 9]  0.001529)     ([ 8, 1]  0.000887)     ([ 8, 2]  0.001281)     ([ 8, 3]  0.001124) 
    ([ 9, 8]  0.000909)     ([ 9, 9]  0.001804)     ([ 9, 1]  0.002012)     ([ 9, 2]  0.001761)     ([ 9, 3]  0.001871) 
    ([ 1, 8]  0.001229)     ([ 1, 9]  0.001986)     ([ 1, 1]  0.001788)     ([ 1, 2]  0.001595)     ([ 1, 3]  0.001164) 
    ([ 2, 8]  0.001794)     ([ 2, 9]  0.002067)     ([ 2, 1]  0.001608)     ([ 2, 2]  0.001382)     ([ 2, 3]  0.001469) 
  }
  From:  (9, 2)  {
    ([ 7, 9]  0.001268)     ([ 7, 1]  0.001904)     ([ 7, 2]  0.001051)     ([ 7, 3]  0.001974)     ([ 7, 4]  0.001733) 
    ([ 8, 9]  0.001187)     ([ 8, 1]  0.001556)     ([ 8, 2]  0.001545)     ([ 8, 3]  0.001972)     ([ 8, 4]  0.000813) 
    ([ 9, 9]  0.001596)     ([ 9, 1]  0.000916)     ([ 9, 2]  0.000860)     ([ 9, 3]  0.001053)     ([ 9, 4]  0.000772) 
    ([ 1, 9]  0.001905)     ([ 1, 1]  0.002017)     ([ 1, 2]  0.001209)     ([ 1, 3]  0.001250)     ([ 1, 4]  0.000783) 
    ([ 2, 9]  0.001712)     ([ 2, 1]  0.001338)     ([ 2, 2]  0.001297)     ([ 2, 3]  0.000885)     ([ 2, 4]  0.000943) 
  }
  From:  (9, 3)  {
    ([ 7, 1]  0.001864)     ([ 7, 2]  0.001134)     ([ 7, 3]  0.001278)     ([ 7, 4]  0.001720)     ([ 7, 5]  0.001154) 
    ([ 8, 1]  0.001062)     ([ 8, 2]  0.000906)     ([ 8, 3]  0.000724)     ([ 8, 4]  0.001630)     ([ 8, 5]  0.001358) 
    ([ 9, 1]  0.001973)     ([ 9, 2]  0.001218)     ([ 9, 3]  0.001818)     ([ 9, 4]  0.001012)     ([ 9, 5]  0.001325) 
    ([ 1, 1]  0.001120)     ([ 1, 2]  0.000764)     ([ 1, 3]  0.001032)     ([ 1, 4]  0.001732)     ([ 1, 5]  0.001309) 
    ([ 2, 1]  0.001899)     ([ 2, 2]  0.001493)     ([ 2, 3]  0.000936)     ([ 2, 4]  0.001370)     ([ 2, 5]  0.001451) 
  }
  From:  (9, 4)  {
    ([ 7, 2]  0.001445)     ([ 7, 3]  0.000867)     ([ 7, 4]  0.001259)     ([ 7, 5]  0.001718)     ([ 7, 6]  0.001340) 
    ([ 8, 2]  0.001986)     ([ 8, 3]  0.000949)     ([ 8, 4]  0.001537)     ([ 8, 5]  0.001058)     ([ 8, 6]  0.000843) 
    ([ 9, 2]  0.000906)     ([ 9, 3]  0.001695)     ([ 9, 4]  0.001060)     ([ 9, 5]  0.000855)     ([ 9, 6]  0.000905) 
    ([ 1, 2]  0.001018)     ([ 1, 3]  0.002074)     ([ 1, 4]  0.000864)     ([ 1, 5]  0.001375)     ([ 1, 6]  0.001675) 
    ([ 2, 2]  0.002079)     ([ 2, 3]  0.001320)     ([ 2, 4]  0.002003)     ([ 2, 5]  0.002026)     ([ 2, 6]  0.001127) 
  }
  From:  (9, 5)  {
    ([ 7, 3]  0.000850)     ([ 7, 4]  0.001903)     ([ 7, 5]  0.001722)     ([ 7, 6]  0.001345)     ([ 7, 7]  0.001306) 
    ([ 8, 3]  0.001877)     ([ 8, 4]  0.001541)     ([ 8, 5]  0.001371)     ([ 8, 6]  0.001045)     ([ 8, 7]  0.000754) 
    ([ 9, 3]  0.001014)     ([ 9, 4]  0.001948)     ([ 9, 5]  0.000913)     ([ 9, 6]  0.000729)     ([ 9, 7]  0.001666) 
    ([ 1, 3]  0.000984)     ([ 1, 4]  0.001473)     ([ 1, 5]  0.001525)     ([ 1, 6]  0.001634)     ([ 1, 7]  0.001967) 
    ([ 2, 3]  0.001521)     ([ 2, 4]  0.001668)     ([ 2, 5]  0.001015)     ([ 2, 6]  0.001689)     ([ 2, 7]  0.001967) 
  }
  From:  (9, 6)  {
    ([ 7, 4]  0.001330)     ([ 7, 5]  0.001983)     ([ 7, 6]  0.001092)     ([ 7, 7]  0.001080)     ([ 7, 8]  0.001941) 
    ([ 8, 4]  0.001125)     ([ 8, 5]  0.001411)     ([ 8, 6]  0.001089)     ([ 8, 7]  0.002067)     ([ 8, 8]  0.001305) 
    ([ 9, 4]  0.001933)     ([ 9, 5]  0.000866)     ([ 9, 6]  0.001027)     ([ 9, 7]  0.001959)     ([ 9, 8]  0.001345) 
    ([ 1, 4]  0.000980)     ([ 1, 5]  0.000942)     ([ 1, 6]  0.000777)     ([ 1, 7]  0.001463)     ([ 1, 8]  0.001531) 
    ([ 2, 4]  0.001568)     ([ 2, 5]  0.001513)     ([ 2, 6]  0.002083)     ([ 2, 7]  0.001749)     ([ 2, 8]  0.000764) 
  }
  From:  (9, 7)  {
    ([ 7, 5]  0.000912)     ([ 7, 6]  0.002012)     ([ 7, 7]  0.001612)     ([ 7, 8]  0.001800)     ([ 7, 9]  0.000874) 
    ([ 8, 5]  0.001557)     ([ 8, 6]  0.001536)     ([ 8, 7]  0.001083)     ([ 8, 8]  0.001063)     ([ 8, 9]  0.001555) 
    ([ 9, 5]  0.000826)     ([ 9, 6]  0.000947)     ([ 9, 7]  0.001065)     ([ 9, 8]  0.000952)     ([ 9, 9]  0.001963) 
    ([ 1, 5]  0.001584)     ([ 1, 6]  0.001466)     ([ 1, 7]  0.001812)     ([ 1, 8]  0.001037)     ([ 1, 9]  0.001563) 
    ([ 2, 5]  0.000715)     ([ 2, 6]  0.001256)     ([ 2, 7]  0.000810)     ([ 2, 8]  0.001910)     ([ 2, 9]  0.001692) 
  }
  From:  (9, 8)  {
    ([ 7, 6]  0.001603)     ([ 7, 7]  0.000898)     ([ 7, 8]  0.001564)     ([ 7, 9]  0.001182)     ([ 7, 1]  0.001472) 
    ([ 8, 6]  0.001730)     ([ 8, 7]  0.002035)     ([ 8, 8]  0.000884)     ([ 8, 9]  0.002073)     ([ 8, 1]  0.001561) 
    ([ 9, 6]  0.001249)     ([ 9, 7]  0.000884)     ([ 9, 8]  0.001494)     ([ 9, 9]  0.001129)     ([ 9, 1]  0.002036) 
    ([ 1, 6]  0.001305)     ([ 1, 7]  0.001741)     ([ 1, 8]  0.001970)     ([ 1, 9]  0.001948)     ([ 1, 1]  0.001547) 
    ([ 2, 6]  0.001755)     ([ 2, 7]  0.000935)     ([ 2, 8]  0.001912)     ([ 2, 9]  0.001706)     ([ 2, 1]  0.001671) 
  }
  From:  (9, 9)  {
    ([ 7, 7]  0.001810)     ([ 7, 8]  0.001284)     ([ 7, 9]  0.001842)     ([ 7, 1]  0.001936)     ([ 7, 2]  0.001096) 
    ([ 8, 7]  0.000991)     ([ 8, 8]  0.000931)     ([ 8, 9]  0.000831)     ([ 8, 1]  0.001145)     ([ 8, 2]  0.001614) 
    ([ 9, 7]  0.001808)     ([ 9, 8]  0.001375)     ([ 9, 9]  0.001590)     ([ 9, 1]  0.001058)     ([ 9, 2]  0.001753) 
    ([ 1, 7]  0.001235)     ([ 1, 8]  0.001508)     ([ 1, 9]  0.000910)     ([ 1, 1]  0.001238)     ([ 1, 2]  0.001336) 
    ([ 2, 7]  0.000731)     ([ 2, 8]  0.000865)     ([ 2, 9]  0.001083)     ([ 2, 1]  0.000838)     ([ 2, 2]  0.000978) 
  }
}

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