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];
/
lsnm_in_python-master
visual_model
subject_17
attsefd2.w *
attvatts.w *
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efd1ifd1.w *
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efd2exss.w *
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ifd1efd1.w *
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infrexfr.w *
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lgnsev1h.w *
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weightslist.txt *
                            
% Sun Sep 27 13:28:07 2015

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

Connect(exss, ev4v)  {
  From:  (1, 1)  {
    ([ 8, 8]  0.001201)     ([ 8, 9]  0.001211)     ([ 8, 1]  0.001043)     ([ 8, 2]  0.001135) 
    ([ 9, 8]  0.001004)     ([ 9, 9]  0.001299)     ([ 9, 1]  0.000692)     ([ 9, 2]  0.000710) 
    ([ 1, 8]  0.001604)     ([ 1, 9]  0.001213)     ([ 1, 1]  0.001606)     ([ 1, 2]  0.001358) 
    ([ 2, 8]  0.001777)     ([ 2, 9]  0.001624)     ([ 2, 1]  0.001460)     ([ 2, 2]  0.001184) 
  }
  From:  (1, 2)  {
    ([ 8, 9]  0.001492)     ([ 8, 1]  0.001559)     ([ 8, 2]  0.001140)     ([ 8, 3]  0.000913) 
    ([ 9, 9]  0.001129)     ([ 9, 1]  0.001104)     ([ 9, 2]  0.001384)     ([ 9, 3]  0.001289) 
    ([ 1, 9]  0.001132)     ([ 1, 1]  0.001010)     ([ 1, 2]  0.000663)     ([ 1, 3]  0.001649) 
    ([ 2, 9]  0.000843)     ([ 2, 1]  0.001528)     ([ 2, 2]  0.001202)     ([ 2, 3]  0.000937) 
  }
  From:  (1, 3)  {
    ([ 8, 1]  0.000976)     ([ 8, 2]  0.001271)     ([ 8, 3]  0.001504)     ([ 8, 4]  0.001026) 
    ([ 9, 1]  0.000971)     ([ 9, 2]  0.000776)     ([ 9, 3]  0.001827)     ([ 9, 4]  0.001297) 
    ([ 1, 1]  0.000873)     ([ 1, 2]  0.000769)     ([ 1, 3]  0.000791)     ([ 1, 4]  0.000902) 
    ([ 2, 1]  0.001227)     ([ 2, 2]  0.001125)     ([ 2, 3]  0.001644)     ([ 2, 4]  0.001097) 
  }
  From:  (1, 4)  {
    ([ 8, 2]  0.001552)     ([ 8, 3]  0.001484)     ([ 8, 4]  0.001539)     ([ 8, 5]  0.001174) 
    ([ 9, 2]  0.001705)     ([ 9, 3]  0.001359)     ([ 9, 4]  0.000994)     ([ 9, 5]  0.000766) 
    ([ 1, 2]  0.001359)     ([ 1, 3]  0.001029)     ([ 1, 4]  0.000987)     ([ 1, 5]  0.000920) 
    ([ 2, 2]  0.000869)     ([ 2, 3]  0.001433)     ([ 2, 4]  0.001663)     ([ 2, 5]  0.001224) 
  }
  From:  (1, 5)  {
    ([ 8, 3]  0.000765)     ([ 8, 4]  0.001246)     ([ 8, 5]  0.001563)     ([ 8, 6]  0.001213) 
    ([ 9, 3]  0.001064)     ([ 9, 4]  0.000694)     ([ 9, 5]  0.001492)     ([ 9, 6]  0.001219) 
    ([ 1, 3]  0.001009)     ([ 1, 4]  0.001298)     ([ 1, 5]  0.001548)     ([ 1, 6]  0.001638) 
    ([ 2, 3]  0.000873)     ([ 2, 4]  0.001018)     ([ 2, 5]  0.001328)     ([ 2, 6]  0.001025) 
  }
  From:  (1, 6)  {
    ([ 8, 4]  0.001583)     ([ 8, 5]  0.001145)     ([ 8, 6]  0.000790)     ([ 8, 7]  0.000890) 
    ([ 9, 4]  0.000780)     ([ 9, 5]  0.001266)     ([ 9, 6]  0.001027)     ([ 9, 7]  0.001397) 
    ([ 1, 4]  0.001559)     ([ 1, 5]  0.000772)     ([ 1, 6]  0.000752)     ([ 1, 7]  0.001290) 
    ([ 2, 4]  0.000870)     ([ 2, 5]  0.001012)     ([ 2, 6]  0.001134)     ([ 2, 7]  0.001390) 
  }
  From:  (1, 7)  {
    ([ 8, 5]  0.001626)     ([ 8, 6]  0.001264)     ([ 8, 7]  0.001252)     ([ 8, 8]  0.001787) 
    ([ 9, 5]  0.000816)     ([ 9, 6]  0.001750)     ([ 9, 7]  0.000749)     ([ 9, 8]  0.001355) 
    ([ 1, 5]  0.001652)     ([ 1, 6]  0.000890)     ([ 1, 7]  0.001364)     ([ 1, 8]  0.001488) 
    ([ 2, 5]  0.000685)     ([ 2, 6]  0.001329)     ([ 2, 7]  0.001609)     ([ 2, 8]  0.000896) 
  }
  From:  (1, 8)  {
    ([ 8, 6]  0.000856)     ([ 8, 7]  0.001290)     ([ 8, 8]  0.001449)     ([ 8, 9]  0.001284) 
    ([ 9, 6]  0.001417)     ([ 9, 7]  0.001638)     ([ 9, 8]  0.001079)     ([ 9, 9]  0.001124) 
    ([ 1, 6]  0.000772)     ([ 1, 7]  0.000737)     ([ 1, 8]  0.001178)     ([ 1, 9]  0.001017) 
    ([ 2, 6]  0.001710)     ([ 2, 7]  0.000666)     ([ 2, 8]  0.001506)     ([ 2, 9]  0.001577) 
  }
  From:  (1, 9)  {
    ([ 8, 7]  0.000718)     ([ 8, 8]  0.000958)     ([ 8, 9]  0.000724)     ([ 8, 1]  0.000744) 
    ([ 9, 7]  0.001557)     ([ 9, 8]  0.001573)     ([ 9, 9]  0.001211)     ([ 9, 1]  0.001742) 
    ([ 1, 7]  0.000941)     ([ 1, 8]  0.001487)     ([ 1, 9]  0.001780)     ([ 1, 1]  0.001756) 
    ([ 2, 7]  0.001379)     ([ 2, 8]  0.000903)     ([ 2, 9]  0.001172)     ([ 2, 1]  0.001763) 
  }
  From:  (2, 1)  {
    ([ 9, 8]  0.001340)     ([ 9, 9]  0.001440)     ([ 9, 1]  0.001775)     ([ 9, 2]  0.000908) 
    ([ 1, 8]  0.001592)     ([ 1, 9]  0.001159)     ([ 1, 1]  0.001696)     ([ 1, 2]  0.000849) 
    ([ 2, 8]  0.000767)     ([ 2, 9]  0.001284)     ([ 2, 1]  0.001353)     ([ 2, 2]  0.000905) 
    ([ 3, 8]  0.001751)     ([ 3, 9]  0.000888)     ([ 3, 1]  0.000897)     ([ 3, 2]  0.001784) 
  }
  From:  (2, 2)  {
    ([ 9, 9]  0.000978)     ([ 9, 1]  0.001078)     ([ 9, 2]  0.001090)     ([ 9, 3]  0.000714) 
    ([ 1, 9]  0.001120)     ([ 1, 1]  0.000877)     ([ 1, 2]  0.001109)     ([ 1, 3]  0.001449) 
    ([ 2, 9]  0.001648)     ([ 2, 1]  0.001574)     ([ 2, 2]  0.000900)     ([ 2, 3]  0.001338) 
    ([ 3, 9]  0.001596)     ([ 3, 1]  0.001824)     ([ 3, 2]  0.000842)     ([ 3, 3]  0.001546) 
  }
  From:  (2, 3)  {
    ([ 9, 1]  0.000727)     ([ 9, 2]  0.001653)     ([ 9, 3]  0.001517)     ([ 9, 4]  0.001328) 
    ([ 1, 1]  0.001046)     ([ 1, 2]  0.001485)     ([ 1, 3]  0.001792)     ([ 1, 4]  0.000848) 
    ([ 2, 1]  0.001532)     ([ 2, 2]  0.001470)     ([ 2, 3]  0.001703)     ([ 2, 4]  0.001068) 
    ([ 3, 1]  0.001385)     ([ 3, 2]  0.000839)     ([ 3, 3]  0.000748)     ([ 3, 4]  0.001365) 
  }
  From:  (2, 4)  {
    ([ 9, 2]  0.000680)     ([ 9, 3]  0.001804)     ([ 9, 4]  0.000759)     ([ 9, 5]  0.001597) 
    ([ 1, 2]  0.000846)     ([ 1, 3]  0.001510)     ([ 1, 4]  0.001274)     ([ 1, 5]  0.001143) 
    ([ 2, 2]  0.000827)     ([ 2, 3]  0.001167)     ([ 2, 4]  0.001807)     ([ 2, 5]  0.000829) 
    ([ 3, 2]  0.001384)     ([ 3, 3]  0.000951)     ([ 3, 4]  0.001225)     ([ 3, 5]  0.000680) 
  }
  From:  (2, 5)  {
    ([ 9, 3]  0.001342)     ([ 9, 4]  0.000985)     ([ 9, 5]  0.000801)     ([ 9, 6]  0.001111) 
    ([ 1, 3]  0.001244)     ([ 1, 4]  0.001842)     ([ 1, 5]  0.001178)     ([ 1, 6]  0.001095) 
    ([ 2, 3]  0.000670)     ([ 2, 4]  0.001793)     ([ 2, 5]  0.001742)     ([ 2, 6]  0.001582) 
    ([ 3, 3]  0.000657)     ([ 3, 4]  0.000827)     ([ 3, 5]  0.001221)     ([ 3, 6]  0.001222) 
  }
  From:  (2, 6)  {
    ([ 9, 4]  0.001304)     ([ 9, 5]  0.001362)     ([ 9, 6]  0.001667)     ([ 9, 7]  0.000692) 
    ([ 1, 4]  0.000885)     ([ 1, 5]  0.001206)     ([ 1, 6]  0.001802)     ([ 1, 7]  0.001159) 
    ([ 2, 4]  0.001349)     ([ 2, 5]  0.001104)     ([ 2, 6]  0.000866)     ([ 2, 7]  0.000928) 
    ([ 3, 4]  0.001170)     ([ 3, 5]  0.000934)     ([ 3, 6]  0.000664)     ([ 3, 7]  0.000859) 
  }
  From:  (2, 7)  {
    ([ 9, 5]  0.001364)     ([ 9, 6]  0.001057)     ([ 9, 7]  0.001709)     ([ 9, 8]  0.000898) 
    ([ 1, 5]  0.000824)     ([ 1, 6]  0.001135)     ([ 1, 7]  0.000980)     ([ 1, 8]  0.000682) 
    ([ 2, 5]  0.001483)     ([ 2, 6]  0.001224)     ([ 2, 7]  0.001741)     ([ 2, 8]  0.001046) 
    ([ 3, 5]  0.000801)     ([ 3, 6]  0.001479)     ([ 3, 7]  0.001698)     ([ 3, 8]  0.001502) 
  }
  From:  (2, 8)  {
    ([ 9, 6]  0.001306)     ([ 9, 7]  0.000934)     ([ 9, 8]  0.001418)     ([ 9, 9]  0.001533) 
    ([ 1, 6]  0.001804)     ([ 1, 7]  0.001836)     ([ 1, 8]  0.001430)     ([ 1, 9]  0.001074) 
    ([ 2, 6]  0.000948)     ([ 2, 7]  0.001426)     ([ 2, 8]  0.001541)     ([ 2, 9]  0.001146) 
    ([ 3, 6]  0.001051)     ([ 3, 7]  0.001146)     ([ 3, 8]  0.000683)     ([ 3, 9]  0.001680) 
  }
  From:  (2, 9)  {
    ([ 9, 7]  0.000739)     ([ 9, 8]  0.001519)     ([ 9, 9]  0.001773)     ([ 9, 1]  0.001594) 
    ([ 1, 7]  0.000956)     ([ 1, 8]  0.001540)     ([ 1, 9]  0.000767)     ([ 1, 1]  0.001138) 
    ([ 2, 7]  0.000971)     ([ 2, 8]  0.001752)     ([ 2, 9]  0.001085)     ([ 2, 1]  0.001438) 
    ([ 3, 7]  0.001266)     ([ 3, 8]  0.000821)     ([ 3, 9]  0.001582)     ([ 3, 1]  0.000788) 
  }
  From:  (3, 1)  {
    ([ 1, 8]  0.000981)     ([ 1, 9]  0.001476)     ([ 1, 1]  0.001315)     ([ 1, 2]  0.001417) 
    ([ 2, 8]  0.001688)     ([ 2, 9]  0.001158)     ([ 2, 1]  0.000811)     ([ 2, 2]  0.000773) 
    ([ 3, 8]  0.000764)     ([ 3, 9]  0.001277)     ([ 3, 1]  0.000902)     ([ 3, 2]  0.001218) 
    ([ 4, 8]  0.001560)     ([ 4, 9]  0.000910)     ([ 4, 1]  0.000932)     ([ 4, 2]  0.001190) 
  }
  From:  (3, 2)  {
    ([ 1, 9]  0.001403)     ([ 1, 1]  0.001810)     ([ 1, 2]  0.000954)     ([ 1, 3]  0.001650) 
    ([ 2, 9]  0.001393)     ([ 2, 1]  0.001612)     ([ 2, 2]  0.000767)     ([ 2, 3]  0.001645) 
    ([ 3, 9]  0.000922)     ([ 3, 1]  0.001219)     ([ 3, 2]  0.001731)     ([ 3, 3]  0.001273) 
    ([ 4, 9]  0.001844)     ([ 4, 1]  0.001252)     ([ 4, 2]  0.001387)     ([ 4, 3]  0.001600) 
  }
  From:  (3, 3)  {
    ([ 1, 1]  0.001631)     ([ 1, 2]  0.000827)     ([ 1, 3]  0.001500)     ([ 1, 4]  0.000840) 
    ([ 2, 1]  0.000748)     ([ 2, 2]  0.001673)     ([ 2, 3]  0.001285)     ([ 2, 4]  0.001820) 
    ([ 3, 1]  0.000978)     ([ 3, 2]  0.001483)     ([ 3, 3]  0.001637)     ([ 3, 4]  0.001603) 
    ([ 4, 1]  0.001157)     ([ 4, 2]  0.001821)     ([ 4, 3]  0.001642)     ([ 4, 4]  0.001527) 
  }
  From:  (3, 4)  {
    ([ 1, 2]  0.001792)     ([ 1, 3]  0.000824)     ([ 1, 4]  0.001732)     ([ 1, 5]  0.001840) 
    ([ 2, 2]  0.001629)     ([ 2, 3]  0.001682)     ([ 2, 4]  0.000799)     ([ 2, 5]  0.001767) 
    ([ 3, 2]  0.001301)     ([ 3, 3]  0.000858)     ([ 3, 4]  0.001174)     ([ 3, 5]  0.001058) 
    ([ 4, 2]  0.001505)     ([ 4, 3]  0.001221)     ([ 4, 4]  0.001744)     ([ 4, 5]  0.001785) 
  }
  From:  (3, 5)  {
    ([ 1, 3]  0.001430)     ([ 1, 4]  0.000728)     ([ 1, 5]  0.001186)     ([ 1, 6]  0.001228) 
    ([ 2, 3]  0.001422)     ([ 2, 4]  0.001769)     ([ 2, 5]  0.001551)     ([ 2, 6]  0.000729) 
    ([ 3, 3]  0.001563)     ([ 3, 4]  0.001445)     ([ 3, 5]  0.001562)     ([ 3, 6]  0.000696) 
    ([ 4, 3]  0.001201)     ([ 4, 4]  0.000775)     ([ 4, 5]  0.001569)     ([ 4, 6]  0.001671) 
  }
  From:  (3, 6)  {
    ([ 1, 4]  0.001262)     ([ 1, 5]  0.001674)     ([ 1, 6]  0.001087)     ([ 1, 7]  0.000748) 
    ([ 2, 4]  0.001147)     ([ 2, 5]  0.001160)     ([ 2, 6]  0.000688)     ([ 2, 7]  0.000860) 
    ([ 3, 4]  0.001146)     ([ 3, 5]  0.001136)     ([ 3, 6]  0.001305)     ([ 3, 7]  0.000654) 
    ([ 4, 4]  0.001117)     ([ 4, 5]  0.001603)     ([ 4, 6]  0.001495)     ([ 4, 7]  0.001812) 
  }
  From:  (3, 7)  {
    ([ 1, 5]  0.001197)     ([ 1, 6]  0.000929)     ([ 1, 7]  0.001595)     ([ 1, 8]  0.001769) 
    ([ 2, 5]  0.001580)     ([ 2, 6]  0.001578)     ([ 2, 7]  0.001843)     ([ 2, 8]  0.001732) 
    ([ 3, 5]  0.000918)     ([ 3, 6]  0.001128)     ([ 3, 7]  0.001431)     ([ 3, 8]  0.000737) 
    ([ 4, 5]  0.001631)     ([ 4, 6]  0.001294)     ([ 4, 7]  0.001041)     ([ 4, 8]  0.001281) 
  }
  From:  (3, 8)  {
    ([ 1, 6]  0.001206)     ([ 1, 7]  0.001154)     ([ 1, 8]  0.000790)     ([ 1, 9]  0.001352) 
    ([ 2, 6]  0.001181)     ([ 2, 7]  0.000937)     ([ 2, 8]  0.000993)     ([ 2, 9]  0.001400) 
    ([ 3, 6]  0.000954)     ([ 3, 7]  0.001488)     ([ 3, 8]  0.000769)     ([ 3, 9]  0.001729) 
    ([ 4, 6]  0.001685)     ([ 4, 7]  0.001573)     ([ 4, 8]  0.000893)     ([ 4, 9]  0.001572) 
  }
  From:  (3, 9)  {
    ([ 1, 7]  0.000853)     ([ 1, 8]  0.000810)     ([ 1, 9]  0.000790)     ([ 1, 1]  0.001347) 
    ([ 2, 7]  0.001231)     ([ 2, 8]  0.000725)     ([ 2, 9]  0.001201)     ([ 2, 1]  0.001050) 
    ([ 3, 7]  0.000815)     ([ 3, 8]  0.000948)     ([ 3, 9]  0.001048)     ([ 3, 1]  0.000813) 
    ([ 4, 7]  0.001747)     ([ 4, 8]  0.001153)     ([ 4, 9]  0.001709)     ([ 4, 1]  0.001249) 
  }
  From:  (4, 1)  {
    ([ 2, 8]  0.001671)     ([ 2, 9]  0.001106)     ([ 2, 1]  0.001184)     ([ 2, 2]  0.001100) 
    ([ 3, 8]  0.000765)     ([ 3, 9]  0.001283)     ([ 3, 1]  0.001629)     ([ 3, 2]  0.001797) 
    ([ 4, 8]  0.001780)     ([ 4, 9]  0.001558)     ([ 4, 1]  0.000831)     ([ 4, 2]  0.000918) 
    ([ 5, 8]  0.001674)     ([ 5, 9]  0.000787)     ([ 5, 1]  0.001499)     ([ 5, 2]  0.001064) 
  }
  From:  (4, 2)  {
    ([ 2, 9]  0.000999)     ([ 2, 1]  0.001289)     ([ 2, 2]  0.000815)     ([ 2, 3]  0.000775) 
    ([ 3, 9]  0.001122)     ([ 3, 1]  0.001176)     ([ 3, 2]  0.001043)     ([ 3, 3]  0.001464) 
    ([ 4, 9]  0.000837)     ([ 4, 1]  0.000762)     ([ 4, 2]  0.001676)     ([ 4, 3]  0.000971) 
    ([ 5, 9]  0.001287)     ([ 5, 1]  0.000707)     ([ 5, 2]  0.001792)     ([ 5, 3]  0.000936) 
  }
  From:  (4, 3)  {
    ([ 2, 1]  0.000672)     ([ 2, 2]  0.000879)     ([ 2, 3]  0.001272)     ([ 2, 4]  0.001498) 
    ([ 3, 1]  0.001487)     ([ 3, 2]  0.001252)     ([ 3, 3]  0.000787)     ([ 3, 4]  0.001518) 
    ([ 4, 1]  0.001023)     ([ 4, 2]  0.001537)     ([ 4, 3]  0.000730)     ([ 4, 4]  0.001280) 
    ([ 5, 1]  0.001841)     ([ 5, 2]  0.000655)     ([ 5, 3]  0.001578)     ([ 5, 4]  0.001401) 
  }
  From:  (4, 4)  {
    ([ 2, 2]  0.001171)     ([ 2, 3]  0.001039)     ([ 2, 4]  0.000728)     ([ 2, 5]  0.001721) 
    ([ 3, 2]  0.001648)     ([ 3, 3]  0.000797)     ([ 3, 4]  0.001842)     ([ 3, 5]  0.000783) 
    ([ 4, 2]  0.001524)     ([ 4, 3]  0.001555)     ([ 4, 4]  0.001549)     ([ 4, 5]  0.001821) 
    ([ 5, 2]  0.001809)     ([ 5, 3]  0.000714)     ([ 5, 4]  0.001229)     ([ 5, 5]  0.001725) 
  }
  From:  (4, 5)  {
    ([ 2, 3]  0.001014)     ([ 2, 4]  0.000897)     ([ 2, 5]  0.001500)     ([ 2, 6]  0.001192) 
    ([ 3, 3]  0.001748)     ([ 3, 4]  0.000782)     ([ 3, 5]  0.001363)     ([ 3, 6]  0.001707) 
    ([ 4, 3]  0.001722)     ([ 4, 4]  0.001602)     ([ 4, 5]  0.001747)     ([ 4, 6]  0.001254) 
    ([ 5, 3]  0.000763)     ([ 5, 4]  0.001117)     ([ 5, 5]  0.001403)     ([ 5, 6]  0.001294) 
  }
  From:  (4, 6)  {
    ([ 2, 4]  0.000817)     ([ 2, 5]  0.001399)     ([ 2, 6]  0.000738)     ([ 2, 7]  0.001151) 
    ([ 3, 4]  0.000853)     ([ 3, 5]  0.001598)     ([ 3, 6]  0.001296)     ([ 3, 7]  0.001014) 
    ([ 4, 4]  0.001809)     ([ 4, 5]  0.001430)     ([ 4, 6]  0.001281)     ([ 4, 7]  0.000845) 
    ([ 5, 4]  0.001166)     ([ 5, 5]  0.001663)     ([ 5, 6]  0.001124)     ([ 5, 7]  0.001259) 
  }
  From:  (4, 7)  {
    ([ 2, 5]  0.001802)     ([ 2, 6]  0.001719)     ([ 2, 7]  0.000847)     ([ 2, 8]  0.001345) 
    ([ 3, 5]  0.000912)     ([ 3, 6]  0.000693)     ([ 3, 7]  0.000875)     ([ 3, 8]  0.001304) 
    ([ 4, 5]  0.001744)     ([ 4, 6]  0.001656)     ([ 4, 7]  0.000758)     ([ 4, 8]  0.000718) 
    ([ 5, 5]  0.001466)     ([ 5, 6]  0.001318)     ([ 5, 7]  0.001645)     ([ 5, 8]  0.001056) 
  }
  From:  (4, 8)  {
    ([ 2, 6]  0.001759)     ([ 2, 7]  0.000791)     ([ 2, 8]  0.001837)     ([ 2, 9]  0.001652) 
    ([ 3, 6]  0.001134)     ([ 3, 7]  0.001486)     ([ 3, 8]  0.001199)     ([ 3, 9]  0.001035) 
    ([ 4, 6]  0.001567)     ([ 4, 7]  0.001498)     ([ 4, 8]  0.001178)     ([ 4, 9]  0.001008) 
    ([ 5, 6]  0.001492)     ([ 5, 7]  0.001004)     ([ 5, 8]  0.001092)     ([ 5, 9]  0.001191) 
  }
  From:  (4, 9)  {
    ([ 2, 7]  0.001065)     ([ 2, 8]  0.001006)     ([ 2, 9]  0.001406)     ([ 2, 1]  0.001728) 
    ([ 3, 7]  0.001361)     ([ 3, 8]  0.001792)     ([ 3, 9]  0.000889)     ([ 3, 1]  0.000664) 
    ([ 4, 7]  0.001277)     ([ 4, 8]  0.001363)     ([ 4, 9]  0.000900)     ([ 4, 1]  0.001347) 
    ([ 5, 7]  0.001558)     ([ 5, 8]  0.001789)     ([ 5, 9]  0.000879)     ([ 5, 1]  0.000891) 
  }
  From:  (5, 1)  {
    ([ 3, 8]  0.001359)     ([ 3, 9]  0.001430)     ([ 3, 1]  0.000942)     ([ 3, 2]  0.001669) 
    ([ 4, 8]  0.001849)     ([ 4, 9]  0.000719)     ([ 4, 1]  0.001420)     ([ 4, 2]  0.001560) 
    ([ 5, 8]  0.000850)     ([ 5, 9]  0.001263)     ([ 5, 1]  0.001248)     ([ 5, 2]  0.001658) 
    ([ 6, 8]  0.000673)     ([ 6, 9]  0.001466)     ([ 6, 1]  0.001714)     ([ 6, 2]  0.000825) 
  }
  From:  (5, 2)  {
    ([ 3, 9]  0.001067)     ([ 3, 1]  0.001582)     ([ 3, 2]  0.001272)     ([ 3, 3]  0.000694) 
    ([ 4, 9]  0.001252)     ([ 4, 1]  0.000674)     ([ 4, 2]  0.001143)     ([ 4, 3]  0.000679) 
    ([ 5, 9]  0.001024)     ([ 5, 1]  0.001690)     ([ 5, 2]  0.000931)     ([ 5, 3]  0.001268) 
    ([ 6, 9]  0.001652)     ([ 6, 1]  0.000918)     ([ 6, 2]  0.001776)     ([ 6, 3]  0.000690) 
  }
  From:  (5, 3)  {
    ([ 3, 1]  0.001587)     ([ 3, 2]  0.000740)     ([ 3, 3]  0.000723)     ([ 3, 4]  0.001638) 
    ([ 4, 1]  0.001816)     ([ 4, 2]  0.001453)     ([ 4, 3]  0.001372)     ([ 4, 4]  0.000812) 
    ([ 5, 1]  0.001833)     ([ 5, 2]  0.001514)     ([ 5, 3]  0.001510)     ([ 5, 4]  0.001739) 
    ([ 6, 1]  0.000933)     ([ 6, 2]  0.001689)     ([ 6, 3]  0.001279)     ([ 6, 4]  0.000665) 
  }
  From:  (5, 4)  {
    ([ 3, 2]  0.000726)     ([ 3, 3]  0.001800)     ([ 3, 4]  0.000927)     ([ 3, 5]  0.001468) 
    ([ 4, 2]  0.000768)     ([ 4, 3]  0.001422)     ([ 4, 4]  0.001167)     ([ 4, 5]  0.000996) 
    ([ 5, 2]  0.000694)     ([ 5, 3]  0.000744)     ([ 5, 4]  0.001685)     ([ 5, 5]  0.000819) 
    ([ 6, 2]  0.000901)     ([ 6, 3]  0.001330)     ([ 6, 4]  0.000805)     ([ 6, 5]  0.001329) 
  }
  From:  (5, 5)  {
    ([ 3, 3]  0.001590)     ([ 3, 4]  0.001068)     ([ 3, 5]  0.001744)     ([ 3, 6]  0.000816) 
    ([ 4, 3]  0.000920)     ([ 4, 4]  0.001596)     ([ 4, 5]  0.001784)     ([ 4, 6]  0.001294) 
    ([ 5, 3]  0.001454)     ([ 5, 4]  0.001512)     ([ 5, 5]  0.001409)     ([ 5, 6]  0.000900) 
    ([ 6, 3]  0.000911)     ([ 6, 4]  0.001552)     ([ 6, 5]  0.001232)     ([ 6, 6]  0.001456) 
  }
  From:  (5, 6)  {
    ([ 3, 4]  0.001533)     ([ 3, 5]  0.001803)     ([ 3, 6]  0.001525)     ([ 3, 7]  0.000723) 
    ([ 4, 4]  0.001472)     ([ 4, 5]  0.001206)     ([ 4, 6]  0.001010)     ([ 4, 7]  0.000940) 
    ([ 5, 4]  0.001389)     ([ 5, 5]  0.000713)     ([ 5, 6]  0.000841)     ([ 5, 7]  0.001407) 
    ([ 6, 4]  0.001223)     ([ 6, 5]  0.000960)     ([ 6, 6]  0.001027)     ([ 6, 7]  0.001461) 
  }
  From:  (5, 7)  {
    ([ 3, 5]  0.001356)     ([ 3, 6]  0.001696)     ([ 3, 7]  0.000897)     ([ 3, 8]  0.001613) 
    ([ 4, 5]  0.000820)     ([ 4, 6]  0.000958)     ([ 4, 7]  0.000778)     ([ 4, 8]  0.001256) 
    ([ 5, 5]  0.001157)     ([ 5, 6]  0.001279)     ([ 5, 7]  0.000720)     ([ 5, 8]  0.000894) 
    ([ 6, 5]  0.001238)     ([ 6, 6]  0.001791)     ([ 6, 7]  0.001128)     ([ 6, 8]  0.001132) 
  }
  From:  (5, 8)  {
    ([ 3, 6]  0.001765)     ([ 3, 7]  0.001691)     ([ 3, 8]  0.001080)     ([ 3, 9]  0.001466) 
    ([ 4, 6]  0.001167)     ([ 4, 7]  0.001388)     ([ 4, 8]  0.001060)     ([ 4, 9]  0.000730) 
    ([ 5, 6]  0.001105)     ([ 5, 7]  0.000701)     ([ 5, 8]  0.001177)     ([ 5, 9]  0.001063) 
    ([ 6, 6]  0.001036)     ([ 6, 7]  0.001231)     ([ 6, 8]  0.001199)     ([ 6, 9]  0.001811) 
  }
  From:  (5, 9)  {
    ([ 3, 7]  0.000881)     ([ 3, 8]  0.000756)     ([ 3, 9]  0.000936)     ([ 3, 1]  0.001028) 
    ([ 4, 7]  0.001146)     ([ 4, 8]  0.001704)     ([ 4, 9]  0.001039)     ([ 4, 1]  0.000866) 
    ([ 5, 7]  0.001333)     ([ 5, 8]  0.001788)     ([ 5, 9]  0.000765)     ([ 5, 1]  0.001295) 
    ([ 6, 7]  0.000822)     ([ 6, 8]  0.001534)     ([ 6, 9]  0.001073)     ([ 6, 1]  0.001658) 
  }
  From:  (6, 1)  {
    ([ 4, 8]  0.001803)     ([ 4, 9]  0.001182)     ([ 4, 1]  0.001746)     ([ 4, 2]  0.001020) 
    ([ 5, 8]  0.001041)     ([ 5, 9]  0.000923)     ([ 5, 1]  0.000965)     ([ 5, 2]  0.001800) 
    ([ 6, 8]  0.001313)     ([ 6, 9]  0.000670)     ([ 6, 1]  0.001134)     ([ 6, 2]  0.001104) 
    ([ 7, 8]  0.001279)     ([ 7, 9]  0.001129)     ([ 7, 1]  0.000765)     ([ 7, 2]  0.001371) 
  }
  From:  (6, 2)  {
    ([ 4, 9]  0.000835)     ([ 4, 1]  0.001041)     ([ 4, 2]  0.001116)     ([ 4, 3]  0.001579) 
    ([ 5, 9]  0.000813)     ([ 5, 1]  0.000702)     ([ 5, 2]  0.001688)     ([ 5, 3]  0.001481) 
    ([ 6, 9]  0.000861)     ([ 6, 1]  0.001847)     ([ 6, 2]  0.001119)     ([ 6, 3]  0.001501) 
    ([ 7, 9]  0.001821)     ([ 7, 1]  0.000922)     ([ 7, 2]  0.000875)     ([ 7, 3]  0.001779) 
  }
  From:  (6, 3)  {
    ([ 4, 1]  0.001352)     ([ 4, 2]  0.000775)     ([ 4, 3]  0.001811)     ([ 4, 4]  0.000905) 
    ([ 5, 1]  0.001131)     ([ 5, 2]  0.000857)     ([ 5, 3]  0.001264)     ([ 5, 4]  0.001422) 
    ([ 6, 1]  0.000661)     ([ 6, 2]  0.000875)     ([ 6, 3]  0.001274)     ([ 6, 4]  0.001084) 
    ([ 7, 1]  0.000950)     ([ 7, 2]  0.001182)     ([ 7, 3]  0.001561)     ([ 7, 4]  0.001098) 
  }
  From:  (6, 4)  {
    ([ 4, 2]  0.001134)     ([ 4, 3]  0.001725)     ([ 4, 4]  0.001324)     ([ 4, 5]  0.000934) 
    ([ 5, 2]  0.000815)     ([ 5, 3]  0.001377)     ([ 5, 4]  0.001257)     ([ 5, 5]  0.001616) 
    ([ 6, 2]  0.001752)     ([ 6, 3]  0.001296)     ([ 6, 4]  0.001423)     ([ 6, 5]  0.001838) 
    ([ 7, 2]  0.001725)     ([ 7, 3]  0.001635)     ([ 7, 4]  0.000695)     ([ 7, 5]  0.000861) 
  }
  From:  (6, 5)  {
    ([ 4, 3]  0.001750)     ([ 4, 4]  0.000816)     ([ 4, 5]  0.001172)     ([ 4, 6]  0.001422) 
    ([ 5, 3]  0.000871)     ([ 5, 4]  0.000729)     ([ 5, 5]  0.001702)     ([ 5, 6]  0.000822) 
    ([ 6, 3]  0.000960)     ([ 6, 4]  0.001608)     ([ 6, 5]  0.001445)     ([ 6, 6]  0.001257) 
    ([ 7, 3]  0.001328)     ([ 7, 4]  0.001733)     ([ 7, 5]  0.001406)     ([ 7, 6]  0.000704) 
  }
  From:  (6, 6)  {
    ([ 4, 4]  0.000999)     ([ 4, 5]  0.001169)     ([ 4, 6]  0.001719)     ([ 4, 7]  0.001048) 
    ([ 5, 4]  0.001339)     ([ 5, 5]  0.000659)     ([ 5, 6]  0.000961)     ([ 5, 7]  0.001614) 
    ([ 6, 4]  0.000890)     ([ 6, 5]  0.000886)     ([ 6, 6]  0.001093)     ([ 6, 7]  0.001376) 
    ([ 7, 4]  0.001337)     ([ 7, 5]  0.001724)     ([ 7, 6]  0.000789)     ([ 7, 7]  0.001836) 
  }
  From:  (6, 7)  {
    ([ 4, 5]  0.001396)     ([ 4, 6]  0.000863)     ([ 4, 7]  0.001132)     ([ 4, 8]  0.001336) 
    ([ 5, 5]  0.001147)     ([ 5, 6]  0.001276)     ([ 5, 7]  0.001055)     ([ 5, 8]  0.001601) 
    ([ 6, 5]  0.001474)     ([ 6, 6]  0.000832)     ([ 6, 7]  0.001835)     ([ 6, 8]  0.001732) 
    ([ 7, 5]  0.000907)     ([ 7, 6]  0.001516)     ([ 7, 7]  0.001206)     ([ 7, 8]  0.001755) 
  }
  From:  (6, 8)  {
    ([ 4, 6]  0.001729)     ([ 4, 7]  0.001239)     ([ 4, 8]  0.001465)     ([ 4, 9]  0.000790) 
    ([ 5, 6]  0.001561)     ([ 5, 7]  0.001439)     ([ 5, 8]  0.001071)     ([ 5, 9]  0.001415) 
    ([ 6, 6]  0.001271)     ([ 6, 7]  0.001277)     ([ 6, 8]  0.001731)     ([ 6, 9]  0.000829) 
    ([ 7, 6]  0.001050)     ([ 7, 7]  0.001528)     ([ 7, 8]  0.001560)     ([ 7, 9]  0.001250) 
  }
  From:  (6, 9)  {
    ([ 4, 7]  0.001056)     ([ 4, 8]  0.001745)     ([ 4, 9]  0.000875)     ([ 4, 1]  0.001454) 
    ([ 5, 7]  0.000653)     ([ 5, 8]  0.001429)     ([ 5, 9]  0.000857)     ([ 5, 1]  0.001258) 
    ([ 6, 7]  0.000719)     ([ 6, 8]  0.001721)     ([ 6, 9]  0.000737)     ([ 6, 1]  0.000730) 
    ([ 7, 7]  0.001424)     ([ 7, 8]  0.001336)     ([ 7, 9]  0.001549)     ([ 7, 1]  0.001462) 
  }
  From:  (7, 1)  {
    ([ 5, 8]  0.001366)     ([ 5, 9]  0.001120)     ([ 5, 1]  0.001366)     ([ 5, 2]  0.000879) 
    ([ 6, 8]  0.000957)     ([ 6, 9]  0.001316)     ([ 6, 1]  0.001187)     ([ 6, 2]  0.001028) 
    ([ 7, 8]  0.000748)     ([ 7, 9]  0.001119)     ([ 7, 1]  0.001438)     ([ 7, 2]  0.000964) 
    ([ 8, 8]  0.001026)     ([ 8, 9]  0.001509)     ([ 8, 1]  0.001506)     ([ 8, 2]  0.001207) 
  }
  From:  (7, 2)  {
    ([ 5, 9]  0.001087)     ([ 5, 1]  0.000729)     ([ 5, 2]  0.001459)     ([ 5, 3]  0.001314) 
    ([ 6, 9]  0.000946)     ([ 6, 1]  0.001618)     ([ 6, 2]  0.001018)     ([ 6, 3]  0.001004) 
    ([ 7, 9]  0.000947)     ([ 7, 1]  0.001300)     ([ 7, 2]  0.001010)     ([ 7, 3]  0.001543) 
    ([ 8, 9]  0.000988)     ([ 8, 1]  0.000840)     ([ 8, 2]  0.000805)     ([ 8, 3]  0.001180) 
  }
  From:  (7, 3)  {
    ([ 5, 1]  0.001659)     ([ 5, 2]  0.001027)     ([ 5, 3]  0.000803)     ([ 5, 4]  0.000715) 
    ([ 6, 1]  0.000902)     ([ 6, 2]  0.000850)     ([ 6, 3]  0.000812)     ([ 6, 4]  0.001299) 
    ([ 7, 1]  0.001475)     ([ 7, 2]  0.001444)     ([ 7, 3]  0.001419)     ([ 7, 4]  0.001311) 
    ([ 8, 1]  0.001678)     ([ 8, 2]  0.001570)     ([ 8, 3]  0.001467)     ([ 8, 4]  0.001211) 
  }
  From:  (7, 4)  {
    ([ 5, 2]  0.001350)     ([ 5, 3]  0.001382)     ([ 5, 4]  0.001699)     ([ 5, 5]  0.000963) 
    ([ 6, 2]  0.000997)     ([ 6, 3]  0.001370)     ([ 6, 4]  0.001750)     ([ 6, 5]  0.000686) 
    ([ 7, 2]  0.000943)     ([ 7, 3]  0.000982)     ([ 7, 4]  0.001238)     ([ 7, 5]  0.001791) 
    ([ 8, 2]  0.000709)     ([ 8, 3]  0.001599)     ([ 8, 4]  0.000722)     ([ 8, 5]  0.000801) 
  }
  From:  (7, 5)  {
    ([ 5, 3]  0.000935)     ([ 5, 4]  0.001421)     ([ 5, 5]  0.000970)     ([ 5, 6]  0.001512) 
    ([ 6, 3]  0.001777)     ([ 6, 4]  0.001311)     ([ 6, 5]  0.001422)     ([ 6, 6]  0.001383) 
    ([ 7, 3]  0.001641)     ([ 7, 4]  0.000755)     ([ 7, 5]  0.000901)     ([ 7, 6]  0.001569) 
    ([ 8, 3]  0.000846)     ([ 8, 4]  0.000691)     ([ 8, 5]  0.000773)     ([ 8, 6]  0.001115) 
  }
  From:  (7, 6)  {
    ([ 5, 4]  0.001428)     ([ 5, 5]  0.000937)     ([ 5, 6]  0.001551)     ([ 5, 7]  0.001840) 
    ([ 6, 4]  0.001649)     ([ 6, 5]  0.000813)     ([ 6, 6]  0.000990)     ([ 6, 7]  0.001209) 
    ([ 7, 4]  0.001117)     ([ 7, 5]  0.001807)     ([ 7, 6]  0.001588)     ([ 7, 7]  0.000978) 
    ([ 8, 4]  0.000827)     ([ 8, 5]  0.000877)     ([ 8, 6]  0.001523)     ([ 8, 7]  0.001849) 
  }
  From:  (7, 7)  {
    ([ 5, 5]  0.001664)     ([ 5, 6]  0.001322)     ([ 5, 7]  0.001209)     ([ 5, 8]  0.001330) 
    ([ 6, 5]  0.001575)     ([ 6, 6]  0.001535)     ([ 6, 7]  0.001643)     ([ 6, 8]  0.001311) 
    ([ 7, 5]  0.000719)     ([ 7, 6]  0.001216)     ([ 7, 7]  0.000736)     ([ 7, 8]  0.000912) 
    ([ 8, 5]  0.000878)     ([ 8, 6]  0.001644)     ([ 8, 7]  0.000892)     ([ 8, 8]  0.000762) 
  }
  From:  (7, 8)  {
    ([ 5, 6]  0.001144)     ([ 5, 7]  0.000755)     ([ 5, 8]  0.001000)     ([ 5, 9]  0.000760) 
    ([ 6, 6]  0.000769)     ([ 6, 7]  0.001276)     ([ 6, 8]  0.001720)     ([ 6, 9]  0.001250) 
    ([ 7, 6]  0.001689)     ([ 7, 7]  0.001181)     ([ 7, 8]  0.001577)     ([ 7, 9]  0.001149) 
    ([ 8, 6]  0.000744)     ([ 8, 7]  0.001315)     ([ 8, 8]  0.000909)     ([ 8, 9]  0.001275) 
  }
  From:  (7, 9)  {
    ([ 5, 7]  0.001525)     ([ 5, 8]  0.001722)     ([ 5, 9]  0.001644)     ([ 5, 1]  0.001209) 
    ([ 6, 7]  0.000800)     ([ 6, 8]  0.001070)     ([ 6, 9]  0.001121)     ([ 6, 1]  0.001262) 
    ([ 7, 7]  0.001406)     ([ 7, 8]  0.000736)     ([ 7, 9]  0.001316)     ([ 7, 1]  0.001198) 
    ([ 8, 7]  0.001611)     ([ 8, 8]  0.001628)     ([ 8, 9]  0.000981)     ([ 8, 1]  0.001134) 
  }
  From:  (8, 1)  {
    ([ 6, 8]  0.001375)     ([ 6, 9]  0.001487)     ([ 6, 1]  0.001643)     ([ 6, 2]  0.000993) 
    ([ 7, 8]  0.000701)     ([ 7, 9]  0.001390)     ([ 7, 1]  0.001594)     ([ 7, 2]  0.001482) 
    ([ 8, 8]  0.001190)     ([ 8, 9]  0.000716)     ([ 8, 1]  0.001726)     ([ 8, 2]  0.000653) 
    ([ 9, 8]  0.001749)     ([ 9, 9]  0.001701)     ([ 9, 1]  0.001751)     ([ 9, 2]  0.001150) 
  }
  From:  (8, 2)  {
    ([ 6, 9]  0.001573)     ([ 6, 1]  0.000898)     ([ 6, 2]  0.001318)     ([ 6, 3]  0.000799) 
    ([ 7, 9]  0.001677)     ([ 7, 1]  0.001229)     ([ 7, 2]  0.001100)     ([ 7, 3]  0.001134) 
    ([ 8, 9]  0.001062)     ([ 8, 1]  0.000961)     ([ 8, 2]  0.000783)     ([ 8, 3]  0.000877) 
    ([ 9, 9]  0.000846)     ([ 9, 1]  0.001192)     ([ 9, 2]  0.000927)     ([ 9, 3]  0.000994) 
  }
  From:  (8, 3)  {
    ([ 6, 1]  0.001572)     ([ 6, 2]  0.000941)     ([ 6, 3]  0.001379)     ([ 6, 4]  0.000852) 
    ([ 7, 1]  0.001624)     ([ 7, 2]  0.000688)     ([ 7, 3]  0.000860)     ([ 7, 4]  0.000693) 
    ([ 8, 1]  0.001249)     ([ 8, 2]  0.001166)     ([ 8, 3]  0.000725)     ([ 8, 4]  0.001392) 
    ([ 9, 1]  0.001652)     ([ 9, 2]  0.001250)     ([ 9, 3]  0.000894)     ([ 9, 4]  0.000665) 
  }
  From:  (8, 4)  {
    ([ 6, 2]  0.001509)     ([ 6, 3]  0.000831)     ([ 6, 4]  0.001429)     ([ 6, 5]  0.001492) 
    ([ 7, 2]  0.001652)     ([ 7, 3]  0.001643)     ([ 7, 4]  0.001686)     ([ 7, 5]  0.001610) 
    ([ 8, 2]  0.001456)     ([ 8, 3]  0.001164)     ([ 8, 4]  0.000740)     ([ 8, 5]  0.001196) 
    ([ 9, 2]  0.001130)     ([ 9, 3]  0.001459)     ([ 9, 4]  0.001104)     ([ 9, 5]  0.001030) 
  }
  From:  (8, 5)  {
    ([ 6, 3]  0.001175)     ([ 6, 4]  0.001846)     ([ 6, 5]  0.001390)     ([ 6, 6]  0.001770) 
    ([ 7, 3]  0.001205)     ([ 7, 4]  0.001111)     ([ 7, 5]  0.000980)     ([ 7, 6]  0.001806) 
    ([ 8, 3]  0.000883)     ([ 8, 4]  0.001267)     ([ 8, 5]  0.001291)     ([ 8, 6]  0.000786) 
    ([ 9, 3]  0.001709)     ([ 9, 4]  0.001776)     ([ 9, 5]  0.001050)     ([ 9, 6]  0.001620) 
  }
  From:  (8, 6)  {
    ([ 6, 4]  0.001240)     ([ 6, 5]  0.000710)     ([ 6, 6]  0.001664)     ([ 6, 7]  0.001459) 
    ([ 7, 4]  0.001599)     ([ 7, 5]  0.000709)     ([ 7, 6]  0.001828)     ([ 7, 7]  0.000732) 
    ([ 8, 4]  0.000804)     ([ 8, 5]  0.000830)     ([ 8, 6]  0.001459)     ([ 8, 7]  0.000709) 
    ([ 9, 4]  0.001237)     ([ 9, 5]  0.001656)     ([ 9, 6]  0.001214)     ([ 9, 7]  0.001105) 
  }
  From:  (8, 7)  {
    ([ 6, 5]  0.001329)     ([ 6, 6]  0.000710)     ([ 6, 7]  0.001426)     ([ 6, 8]  0.001086) 
    ([ 7, 5]  0.001752)     ([ 7, 6]  0.001602)     ([ 7, 7]  0.001158)     ([ 7, 8]  0.001398) 
    ([ 8, 5]  0.000693)     ([ 8, 6]  0.001676)     ([ 8, 7]  0.000729)     ([ 8, 8]  0.000825) 
    ([ 9, 5]  0.000653)     ([ 9, 6]  0.001774)     ([ 9, 7]  0.001399)     ([ 9, 8]  0.001024) 
  }
  From:  (8, 8)  {
    ([ 6, 6]  0.001554)     ([ 6, 7]  0.001556)     ([ 6, 8]  0.001637)     ([ 6, 9]  0.001778) 
    ([ 7, 6]  0.001125)     ([ 7, 7]  0.001143)     ([ 7, 8]  0.000791)     ([ 7, 9]  0.001568) 
    ([ 8, 6]  0.001713)     ([ 8, 7]  0.001348)     ([ 8, 8]  0.000993)     ([ 8, 9]  0.000884) 
    ([ 9, 6]  0.001144)     ([ 9, 7]  0.001738)     ([ 9, 8]  0.001838)     ([ 9, 9]  0.001395) 
  }
  From:  (8, 9)  {
    ([ 6, 7]  0.000902)     ([ 6, 8]  0.000990)     ([ 6, 9]  0.001397)     ([ 6, 1]  0.000725) 
    ([ 7, 7]  0.000868)     ([ 7, 8]  0.001412)     ([ 7, 9]  0.001160)     ([ 7, 1]  0.001122) 
    ([ 8, 7]  0.001354)     ([ 8, 8]  0.000810)     ([ 8, 9]  0.000994)     ([ 8, 1]  0.001828) 
    ([ 9, 7]  0.001025)     ([ 9, 8]  0.001592)     ([ 9, 9]  0.001685)     ([ 9, 1]  0.000784) 
  }
  From:  (9, 1)  {
    ([ 7, 8]  0.001479)     ([ 7, 9]  0.001528)     ([ 7, 1]  0.001422)     ([ 7, 2]  0.000866) 
    ([ 8, 8]  0.001369)     ([ 8, 9]  0.001433)     ([ 8, 1]  0.001121)     ([ 8, 2]  0.000985) 
    ([ 9, 8]  0.001424)     ([ 9, 9]  0.000796)     ([ 9, 1]  0.001789)     ([ 9, 2]  0.001207) 
    ([ 1, 8]  0.001312)     ([ 1, 9]  0.001714)     ([ 1, 1]  0.001484)     ([ 1, 2]  0.001442) 
  }
  From:  (9, 2)  {
    ([ 7, 9]  0.001203)     ([ 7, 1]  0.001353)     ([ 7, 2]  0.000851)     ([ 7, 3]  0.001782) 
    ([ 8, 9]  0.001607)     ([ 8, 1]  0.001301)     ([ 8, 2]  0.000835)     ([ 8, 3]  0.001425) 
    ([ 9, 9]  0.001205)     ([ 9, 1]  0.001784)     ([ 9, 2]  0.001051)     ([ 9, 3]  0.001304) 
    ([ 1, 9]  0.001402)     ([ 1, 1]  0.001707)     ([ 1, 2]  0.001817)     ([ 1, 3]  0.000908) 
  }
  From:  (9, 3)  {
    ([ 7, 1]  0.000758)     ([ 7, 2]  0.001141)     ([ 7, 3]  0.001188)     ([ 7, 4]  0.001215) 
    ([ 8, 1]  0.000912)     ([ 8, 2]  0.000785)     ([ 8, 3]  0.001129)     ([ 8, 4]  0.001516) 
    ([ 9, 1]  0.001550)     ([ 9, 2]  0.001033)     ([ 9, 3]  0.000794)     ([ 9, 4]  0.001794) 
    ([ 1, 1]  0.001063)     ([ 1, 2]  0.001275)     ([ 1, 3]  0.001135)     ([ 1, 4]  0.000689) 
  }
  From:  (9, 4)  {
    ([ 7, 2]  0.001397)     ([ 7, 3]  0.001040)     ([ 7, 4]  0.001164)     ([ 7, 5]  0.001803) 
    ([ 8, 2]  0.001328)     ([ 8, 3]  0.001437)     ([ 8, 4]  0.001144)     ([ 8, 5]  0.001568) 
    ([ 9, 2]  0.001345)     ([ 9, 3]  0.001647)     ([ 9, 4]  0.001533)     ([ 9, 5]  0.001504) 
    ([ 1, 2]  0.000923)     ([ 1, 3]  0.001303)     ([ 1, 4]  0.001764)     ([ 1, 5]  0.001392) 
  }
  From:  (9, 5)  {
    ([ 7, 3]  0.001406)     ([ 7, 4]  0.001578)     ([ 7, 5]  0.001139)     ([ 7, 6]  0.000824) 
    ([ 8, 3]  0.001581)     ([ 8, 4]  0.000780)     ([ 8, 5]  0.000855)     ([ 8, 6]  0.000729) 
    ([ 9, 3]  0.001320)     ([ 9, 4]  0.000688)     ([ 9, 5]  0.001468)     ([ 9, 6]  0.001498) 
    ([ 1, 3]  0.000864)     ([ 1, 4]  0.000918)     ([ 1, 5]  0.000696)     ([ 1, 6]  0.001735) 
  }
  From:  (9, 6)  {
    ([ 7, 4]  0.001420)     ([ 7, 5]  0.000728)     ([ 7, 6]  0.000825)     ([ 7, 7]  0.000769) 
    ([ 8, 4]  0.001249)     ([ 8, 5]  0.000799)     ([ 8, 6]  0.000678)     ([ 8, 7]  0.001147) 
    ([ 9, 4]  0.001419)     ([ 9, 5]  0.001328)     ([ 9, 6]  0.001305)     ([ 9, 7]  0.001680) 
    ([ 1, 4]  0.001725)     ([ 1, 5]  0.000748)     ([ 1, 6]  0.001754)     ([ 1, 7]  0.000819) 
  }
  From:  (9, 7)  {
    ([ 7, 5]  0.001187)     ([ 7, 6]  0.000902)     ([ 7, 7]  0.001745)     ([ 7, 8]  0.001726) 
    ([ 8, 5]  0.001347)     ([ 8, 6]  0.001320)     ([ 8, 7]  0.001147)     ([ 8, 8]  0.001303) 
    ([ 9, 5]  0.000722)     ([ 9, 6]  0.001645)     ([ 9, 7]  0.000897)     ([ 9, 8]  0.001112) 
    ([ 1, 5]  0.001303)     ([ 1, 6]  0.000974)     ([ 1, 7]  0.001742)     ([ 1, 8]  0.000672) 
  }
  From:  (9, 8)  {
    ([ 7, 6]  0.001601)     ([ 7, 7]  0.001297)     ([ 7, 8]  0.001819)     ([ 7, 9]  0.001379) 
    ([ 8, 6]  0.000701)     ([ 8, 7]  0.001678)     ([ 8, 8]  0.000882)     ([ 8, 9]  0.000712) 
    ([ 9, 6]  0.001717)     ([ 9, 7]  0.001465)     ([ 9, 8]  0.001524)     ([ 9, 9]  0.001446) 
    ([ 1, 6]  0.000866)     ([ 1, 7]  0.000767)     ([ 1, 8]  0.001573)     ([ 1, 9]  0.001255) 
  }
  From:  (9, 9)  {
    ([ 7, 7]  0.001774)     ([ 7, 8]  0.001375)     ([ 7, 9]  0.000679)     ([ 7, 1]  0.000829) 
    ([ 8, 7]  0.000740)     ([ 8, 8]  0.001683)     ([ 8, 9]  0.001829)     ([ 8, 1]  0.000990) 
    ([ 9, 7]  0.001542)     ([ 9, 8]  0.001435)     ([ 9, 9]  0.001198)     ([ 9, 1]  0.000882) 
    ([ 1, 7]  0.001167)     ([ 1, 8]  0.000931)     ([ 1, 9]  0.000970)     ([ 1, 1]  0.001737) 
  }
}

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