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_1
attsefd2.w
attvatts.w
ectlectl.w *
ectlictl.w
efd1efd1.w
efd1efd2.w
efd1exfr.w
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ev1hev1h.w
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ev4c.wt *
ev4cev4c.w
ev4cexss.w
ev4civ4c.w
ev4h.wt
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ictlectl.w
ictlictl.w *
ifd1efd1.w
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lgnsev1h.w
lgnsev1v.w
weightslist.txt *
                            
% Tue Apr 28 13:29:57 2015

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

Connect(efd2, ev4c)  {
  From:  (1, 1)  {
    ([ 8, 8]  0.001141)     ([ 8, 9]  0.000800)     ([ 8, 1]  0.000816)     ([ 8, 2]  0.001781)     ([ 8, 3]  0.000838) 
    ([ 9, 8]  0.001899)     ([ 9, 9]  0.001367)     ([ 9, 1]  0.001286)     ([ 9, 2]  0.000842)     ([ 9, 3]  0.001313) 
    ([ 1, 8]  0.001764)     ([ 1, 9]  0.001375)     ([ 1, 1]  0.001321)     ([ 1, 2]  0.001986)     ([ 1, 3]  0.001498) 
    ([ 2, 8]  0.000716)     ([ 2, 9]  0.001589)     ([ 2, 1]  0.001493)     ([ 2, 2]  0.000852)     ([ 2, 3]  0.001331) 
    ([ 3, 8]  0.001799)     ([ 3, 9]  0.001122)     ([ 3, 1]  0.002035)     ([ 3, 2]  0.001341)     ([ 3, 3]  0.001643) 
  }
  From:  (1, 2)  {
    ([ 8, 9]  0.000839)     ([ 8, 1]  0.001266)     ([ 8, 2]  0.000984)     ([ 8, 3]  0.001597)     ([ 8, 4]  0.001062) 
    ([ 9, 9]  0.000845)     ([ 9, 1]  0.000972)     ([ 9, 2]  0.000702)     ([ 9, 3]  0.000960)     ([ 9, 4]  0.001992) 
    ([ 1, 9]  0.001450)     ([ 1, 1]  0.001690)     ([ 1, 2]  0.001530)     ([ 1, 3]  0.000884)     ([ 1, 4]  0.001242) 
    ([ 2, 9]  0.001071)     ([ 2, 1]  0.001815)     ([ 2, 2]  0.001656)     ([ 2, 3]  0.001177)     ([ 2, 4]  0.001420) 
    ([ 3, 9]  0.000804)     ([ 3, 1]  0.000753)     ([ 3, 2]  0.001185)     ([ 3, 3]  0.001694)     ([ 3, 4]  0.001988) 
  }
  From:  (1, 3)  {
    ([ 8, 1]  0.001188)     ([ 8, 2]  0.001828)     ([ 8, 3]  0.001434)     ([ 8, 4]  0.001214)     ([ 8, 5]  0.002019) 
    ([ 9, 1]  0.001373)     ([ 9, 2]  0.002052)     ([ 9, 3]  0.001346)     ([ 9, 4]  0.000722)     ([ 9, 5]  0.001913) 
    ([ 1, 1]  0.002047)     ([ 1, 2]  0.001281)     ([ 1, 3]  0.000928)     ([ 1, 4]  0.001802)     ([ 1, 5]  0.001118) 
    ([ 2, 1]  0.001961)     ([ 2, 2]  0.001883)     ([ 2, 3]  0.000768)     ([ 2, 4]  0.001961)     ([ 2, 5]  0.001347) 
    ([ 3, 1]  0.001009)     ([ 3, 2]  0.000886)     ([ 3, 3]  0.002073)     ([ 3, 4]  0.000760)     ([ 3, 5]  0.001797) 
  }
  From:  (1, 4)  {
    ([ 8, 2]  0.000798)     ([ 8, 3]  0.001255)     ([ 8, 4]  0.000929)     ([ 8, 5]  0.000891)     ([ 8, 6]  0.001869) 
    ([ 9, 2]  0.001679)     ([ 9, 3]  0.001274)     ([ 9, 4]  0.001857)     ([ 9, 5]  0.001866)     ([ 9, 6]  0.001691) 
    ([ 1, 2]  0.001353)     ([ 1, 3]  0.001532)     ([ 1, 4]  0.001110)     ([ 1, 5]  0.000917)     ([ 1, 6]  0.000845) 
    ([ 2, 2]  0.001481)     ([ 2, 3]  0.001674)     ([ 2, 4]  0.001927)     ([ 2, 5]  0.001002)     ([ 2, 6]  0.001885) 
    ([ 3, 2]  0.001635)     ([ 3, 3]  0.001070)     ([ 3, 4]  0.000967)     ([ 3, 5]  0.002003)     ([ 3, 6]  0.000884) 
  }
  From:  (1, 5)  {
    ([ 8, 3]  0.001006)     ([ 8, 4]  0.001628)     ([ 8, 5]  0.001308)     ([ 8, 6]  0.001933)     ([ 8, 7]  0.001581) 
    ([ 9, 3]  0.002032)     ([ 9, 4]  0.001433)     ([ 9, 5]  0.000951)     ([ 9, 6]  0.001396)     ([ 9, 7]  0.001156) 
    ([ 1, 3]  0.000818)     ([ 1, 4]  0.001275)     ([ 1, 5]  0.000942)     ([ 1, 6]  0.001438)     ([ 1, 7]  0.001718) 
    ([ 2, 3]  0.001109)     ([ 2, 4]  0.001844)     ([ 2, 5]  0.001952)     ([ 2, 6]  0.001229)     ([ 2, 7]  0.001640) 
    ([ 3, 3]  0.000869)     ([ 3, 4]  0.001832)     ([ 3, 5]  0.001540)     ([ 3, 6]  0.001369)     ([ 3, 7]  0.001448) 
  }
  From:  (1, 6)  {
    ([ 8, 4]  0.000856)     ([ 8, 5]  0.000750)     ([ 8, 6]  0.002024)     ([ 8, 7]  0.001700)     ([ 8, 8]  0.001566) 
    ([ 9, 4]  0.001207)     ([ 9, 5]  0.001897)     ([ 9, 6]  0.001680)     ([ 9, 7]  0.001870)     ([ 9, 8]  0.001985) 
    ([ 1, 4]  0.000915)     ([ 1, 5]  0.001173)     ([ 1, 6]  0.001414)     ([ 1, 7]  0.001738)     ([ 1, 8]  0.002099) 
    ([ 2, 4]  0.001877)     ([ 2, 5]  0.001701)     ([ 2, 6]  0.000827)     ([ 2, 7]  0.002019)     ([ 2, 8]  0.002035) 
    ([ 3, 4]  0.001734)     ([ 3, 5]  0.001616)     ([ 3, 6]  0.001706)     ([ 3, 7]  0.000832)     ([ 3, 8]  0.000940) 
  }
  From:  (1, 7)  {
    ([ 8, 5]  0.001473)     ([ 8, 6]  0.001903)     ([ 8, 7]  0.000725)     ([ 8, 8]  0.001040)     ([ 8, 9]  0.002016) 
    ([ 9, 5]  0.000879)     ([ 9, 6]  0.002100)     ([ 9, 7]  0.001583)     ([ 9, 8]  0.001353)     ([ 9, 9]  0.001557) 
    ([ 1, 5]  0.001083)     ([ 1, 6]  0.001646)     ([ 1, 7]  0.000869)     ([ 1, 8]  0.000915)     ([ 1, 9]  0.001356) 
    ([ 2, 5]  0.000970)     ([ 2, 6]  0.000709)     ([ 2, 7]  0.001634)     ([ 2, 8]  0.000838)     ([ 2, 9]  0.001850) 
    ([ 3, 5]  0.001278)     ([ 3, 6]  0.001892)     ([ 3, 7]  0.001717)     ([ 3, 8]  0.000961)     ([ 3, 9]  0.000907) 
  }
  From:  (1, 8)  {
    ([ 8, 6]  0.001664)     ([ 8, 7]  0.001115)     ([ 8, 8]  0.002044)     ([ 8, 9]  0.001336)     ([ 8, 1]  0.000926) 
    ([ 9, 6]  0.001057)     ([ 9, 7]  0.001112)     ([ 9, 8]  0.000725)     ([ 9, 9]  0.001511)     ([ 9, 1]  0.001422) 
    ([ 1, 6]  0.002085)     ([ 1, 7]  0.001378)     ([ 1, 8]  0.002074)     ([ 1, 9]  0.000740)     ([ 1, 1]  0.000968) 
    ([ 2, 6]  0.001602)     ([ 2, 7]  0.000871)     ([ 2, 8]  0.001658)     ([ 2, 9]  0.001231)     ([ 2, 1]  0.002008) 
    ([ 3, 6]  0.001660)     ([ 3, 7]  0.001499)     ([ 3, 8]  0.001947)     ([ 3, 9]  0.000971)     ([ 3, 1]  0.001358) 
  }
  From:  (1, 9)  {
    ([ 8, 7]  0.000887)     ([ 8, 8]  0.001074)     ([ 8, 9]  0.001623)     ([ 8, 1]  0.001362)     ([ 8, 2]  0.001569) 
    ([ 9, 7]  0.001033)     ([ 9, 8]  0.000791)     ([ 9, 9]  0.000707)     ([ 9, 1]  0.001146)     ([ 9, 2]  0.001082) 
    ([ 1, 7]  0.001099)     ([ 1, 8]  0.000932)     ([ 1, 9]  0.001327)     ([ 1, 1]  0.001032)     ([ 1, 2]  0.001290) 
    ([ 2, 7]  0.001125)     ([ 2, 8]  0.001114)     ([ 2, 9]  0.001860)     ([ 2, 1]  0.001240)     ([ 2, 2]  0.001182) 
    ([ 3, 7]  0.000825)     ([ 3, 8]  0.000934)     ([ 3, 9]  0.000712)     ([ 3, 1]  0.001005)     ([ 3, 2]  0.001204) 
  }
  From:  (2, 1)  {
    ([ 9, 8]  0.000864)     ([ 9, 9]  0.001360)     ([ 9, 1]  0.002020)     ([ 9, 2]  0.000787)     ([ 9, 3]  0.001624) 
    ([ 1, 8]  0.001211)     ([ 1, 9]  0.001167)     ([ 1, 1]  0.001423)     ([ 1, 2]  0.001976)     ([ 1, 3]  0.000713) 
    ([ 2, 8]  0.001665)     ([ 2, 9]  0.001139)     ([ 2, 1]  0.000974)     ([ 2, 2]  0.001774)     ([ 2, 3]  0.001113) 
    ([ 3, 8]  0.001655)     ([ 3, 9]  0.001952)     ([ 3, 1]  0.002014)     ([ 3, 2]  0.000715)     ([ 3, 3]  0.001356) 
    ([ 4, 8]  0.001683)     ([ 4, 9]  0.001409)     ([ 4, 1]  0.001772)     ([ 4, 2]  0.001806)     ([ 4, 3]  0.001080) 
  }
  From:  (2, 2)  {
    ([ 9, 9]  0.001291)     ([ 9, 1]  0.001109)     ([ 9, 2]  0.001596)     ([ 9, 3]  0.000978)     ([ 9, 4]  0.001190) 
    ([ 1, 9]  0.000721)     ([ 1, 1]  0.000970)     ([ 1, 2]  0.001741)     ([ 1, 3]  0.001806)     ([ 1, 4]  0.001557) 
    ([ 2, 9]  0.001181)     ([ 2, 1]  0.001645)     ([ 2, 2]  0.001083)     ([ 2, 3]  0.001256)     ([ 2, 4]  0.000754) 
    ([ 3, 9]  0.000922)     ([ 3, 1]  0.001963)     ([ 3, 2]  0.001171)     ([ 3, 3]  0.001136)     ([ 3, 4]  0.001617) 
    ([ 4, 9]  0.001857)     ([ 4, 1]  0.001001)     ([ 4, 2]  0.001433)     ([ 4, 3]  0.001260)     ([ 4, 4]  0.001275) 
  }
  From:  (2, 3)  {
    ([ 9, 1]  0.000968)     ([ 9, 2]  0.001011)     ([ 9, 3]  0.000870)     ([ 9, 4]  0.001704)     ([ 9, 5]  0.001723) 
    ([ 1, 1]  0.000951)     ([ 1, 2]  0.001178)     ([ 1, 3]  0.001592)     ([ 1, 4]  0.001700)     ([ 1, 5]  0.001609) 
    ([ 2, 1]  0.001759)     ([ 2, 2]  0.001364)     ([ 2, 3]  0.001156)     ([ 2, 4]  0.001552)     ([ 2, 5]  0.001988) 
    ([ 3, 1]  0.000743)     ([ 3, 2]  0.000957)     ([ 3, 3]  0.001751)     ([ 3, 4]  0.001662)     ([ 3, 5]  0.001075) 
    ([ 4, 1]  0.000780)     ([ 4, 2]  0.001160)     ([ 4, 3]  0.001622)     ([ 4, 4]  0.001332)     ([ 4, 5]  0.001306) 
  }
  From:  (2, 4)  {
    ([ 9, 2]  0.001387)     ([ 9, 3]  0.000936)     ([ 9, 4]  0.001062)     ([ 9, 5]  0.000881)     ([ 9, 6]  0.001587) 
    ([ 1, 2]  0.000965)     ([ 1, 3]  0.001716)     ([ 1, 4]  0.000922)     ([ 1, 5]  0.001306)     ([ 1, 6]  0.001970) 
    ([ 2, 2]  0.000771)     ([ 2, 3]  0.000718)     ([ 2, 4]  0.001584)     ([ 2, 5]  0.001551)     ([ 2, 6]  0.001002) 
    ([ 3, 2]  0.001561)     ([ 3, 3]  0.001227)     ([ 3, 4]  0.002042)     ([ 3, 5]  0.000862)     ([ 3, 6]  0.001037) 
    ([ 4, 2]  0.001920)     ([ 4, 3]  0.001701)     ([ 4, 4]  0.001213)     ([ 4, 5]  0.001837)     ([ 4, 6]  0.001242) 
  }
  From:  (2, 5)  {
    ([ 9, 3]  0.001254)     ([ 9, 4]  0.001077)     ([ 9, 5]  0.000854)     ([ 9, 6]  0.001006)     ([ 9, 7]  0.001357) 
    ([ 1, 3]  0.001332)     ([ 1, 4]  0.001547)     ([ 1, 5]  0.002095)     ([ 1, 6]  0.000955)     ([ 1, 7]  0.001484) 
    ([ 2, 3]  0.001837)     ([ 2, 4]  0.001945)     ([ 2, 5]  0.000992)     ([ 2, 6]  0.000704)     ([ 2, 7]  0.001121) 
    ([ 3, 3]  0.001549)     ([ 3, 4]  0.002033)     ([ 3, 5]  0.000921)     ([ 3, 6]  0.001734)     ([ 3, 7]  0.001817) 
    ([ 4, 3]  0.001353)     ([ 4, 4]  0.001576)     ([ 4, 5]  0.001626)     ([ 4, 6]  0.001245)     ([ 4, 7]  0.001580) 
  }
  From:  (2, 6)  {
    ([ 9, 4]  0.000846)     ([ 9, 5]  0.002042)     ([ 9, 6]  0.001597)     ([ 9, 7]  0.001323)     ([ 9, 8]  0.000974) 
    ([ 1, 4]  0.001300)     ([ 1, 5]  0.001002)     ([ 1, 6]  0.000805)     ([ 1, 7]  0.002098)     ([ 1, 8]  0.000898) 
    ([ 2, 4]  0.001211)     ([ 2, 5]  0.001342)     ([ 2, 6]  0.001593)     ([ 2, 7]  0.001761)     ([ 2, 8]  0.001248) 
    ([ 3, 4]  0.001017)     ([ 3, 5]  0.002096)     ([ 3, 6]  0.001268)     ([ 3, 7]  0.002007)     ([ 3, 8]  0.001985) 
    ([ 4, 4]  0.001795)     ([ 4, 5]  0.000952)     ([ 4, 6]  0.001041)     ([ 4, 7]  0.001236)     ([ 4, 8]  0.001680) 
  }
  From:  (2, 7)  {
    ([ 9, 5]  0.001909)     ([ 9, 6]  0.001477)     ([ 9, 7]  0.001641)     ([ 9, 8]  0.002096)     ([ 9, 9]  0.002068) 
    ([ 1, 5]  0.001882)     ([ 1, 6]  0.001557)     ([ 1, 7]  0.001791)     ([ 1, 8]  0.001908)     ([ 1, 9]  0.001788) 
    ([ 2, 5]  0.001778)     ([ 2, 6]  0.001527)     ([ 2, 7]  0.000839)     ([ 2, 8]  0.001247)     ([ 2, 9]  0.001333) 
    ([ 3, 5]  0.001336)     ([ 3, 6]  0.000940)     ([ 3, 7]  0.000859)     ([ 3, 8]  0.002049)     ([ 3, 9]  0.000970) 
    ([ 4, 5]  0.002099)     ([ 4, 6]  0.000776)     ([ 4, 7]  0.001196)     ([ 4, 8]  0.000911)     ([ 4, 9]  0.001566) 
  }
  From:  (2, 8)  {
    ([ 9, 6]  0.000851)     ([ 9, 7]  0.001420)     ([ 9, 8]  0.001529)     ([ 9, 9]  0.000726)     ([ 9, 1]  0.001123) 
    ([ 1, 6]  0.001482)     ([ 1, 7]  0.002026)     ([ 1, 8]  0.002021)     ([ 1, 9]  0.002099)     ([ 1, 1]  0.000870) 
    ([ 2, 6]  0.001758)     ([ 2, 7]  0.000974)     ([ 2, 8]  0.000709)     ([ 2, 9]  0.001178)     ([ 2, 1]  0.001620) 
    ([ 3, 6]  0.001895)     ([ 3, 7]  0.001254)     ([ 3, 8]  0.000755)     ([ 3, 9]  0.002092)     ([ 3, 1]  0.001590) 
    ([ 4, 6]  0.001888)     ([ 4, 7]  0.001865)     ([ 4, 8]  0.001599)     ([ 4, 9]  0.001459)     ([ 4, 1]  0.001567) 
  }
  From:  (2, 9)  {
    ([ 9, 7]  0.001679)     ([ 9, 8]  0.001411)     ([ 9, 9]  0.001837)     ([ 9, 1]  0.001863)     ([ 9, 2]  0.001861) 
    ([ 1, 7]  0.001678)     ([ 1, 8]  0.000958)     ([ 1, 9]  0.001581)     ([ 1, 1]  0.001259)     ([ 1, 2]  0.001785) 
    ([ 2, 7]  0.001307)     ([ 2, 8]  0.001968)     ([ 2, 9]  0.001151)     ([ 2, 1]  0.001584)     ([ 2, 2]  0.000905) 
    ([ 3, 7]  0.001663)     ([ 3, 8]  0.001940)     ([ 3, 9]  0.001413)     ([ 3, 1]  0.001757)     ([ 3, 2]  0.000737) 
    ([ 4, 7]  0.001604)     ([ 4, 8]  0.001180)     ([ 4, 9]  0.001994)     ([ 4, 1]  0.000946)     ([ 4, 2]  0.001941) 
  }
  From:  (3, 1)  {
    ([ 1, 8]  0.000928)     ([ 1, 9]  0.001339)     ([ 1, 1]  0.000900)     ([ 1, 2]  0.001359)     ([ 1, 3]  0.001468) 
    ([ 2, 8]  0.000790)     ([ 2, 9]  0.001004)     ([ 2, 1]  0.001977)     ([ 2, 2]  0.000966)     ([ 2, 3]  0.001366) 
    ([ 3, 8]  0.002007)     ([ 3, 9]  0.000787)     ([ 3, 1]  0.001349)     ([ 3, 2]  0.001492)     ([ 3, 3]  0.000736) 
    ([ 4, 8]  0.001956)     ([ 4, 9]  0.001474)     ([ 4, 1]  0.001291)     ([ 4, 2]  0.001133)     ([ 4, 3]  0.001402) 
    ([ 5, 8]  0.000773)     ([ 5, 9]  0.001427)     ([ 5, 1]  0.000888)     ([ 5, 2]  0.001387)     ([ 5, 3]  0.000952) 
  }
  From:  (3, 2)  {
    ([ 1, 9]  0.001325)     ([ 1, 1]  0.002052)     ([ 1, 2]  0.001843)     ([ 1, 3]  0.001674)     ([ 1, 4]  0.002088) 
    ([ 2, 9]  0.001977)     ([ 2, 1]  0.000800)     ([ 2, 2]  0.001213)     ([ 2, 3]  0.001674)     ([ 2, 4]  0.001444) 
    ([ 3, 9]  0.000989)     ([ 3, 1]  0.001221)     ([ 3, 2]  0.001264)     ([ 3, 3]  0.000747)     ([ 3, 4]  0.001808) 
    ([ 4, 9]  0.001152)     ([ 4, 1]  0.001738)     ([ 4, 2]  0.000826)     ([ 4, 3]  0.001825)     ([ 4, 4]  0.001678) 
    ([ 5, 9]  0.001966)     ([ 5, 1]  0.001837)     ([ 5, 2]  0.001020)     ([ 5, 3]  0.001196)     ([ 5, 4]  0.001536) 
  }
  From:  (3, 3)  {
    ([ 1, 1]  0.000852)     ([ 1, 2]  0.001626)     ([ 1, 3]  0.001296)     ([ 1, 4]  0.001411)     ([ 1, 5]  0.001469) 
    ([ 2, 1]  0.001333)     ([ 2, 2]  0.001244)     ([ 2, 3]  0.000995)     ([ 2, 4]  0.000794)     ([ 2, 5]  0.001989) 
    ([ 3, 1]  0.001045)     ([ 3, 2]  0.002067)     ([ 3, 3]  0.001153)     ([ 3, 4]  0.001510)     ([ 3, 5]  0.001868) 
    ([ 4, 1]  0.001492)     ([ 4, 2]  0.001140)     ([ 4, 3]  0.001164)     ([ 4, 4]  0.002098)     ([ 4, 5]  0.001714) 
    ([ 5, 1]  0.001907)     ([ 5, 2]  0.000874)     ([ 5, 3]  0.002062)     ([ 5, 4]  0.001756)     ([ 5, 5]  0.002018) 
  }
  From:  (3, 4)  {
    ([ 1, 2]  0.001509)     ([ 1, 3]  0.001578)     ([ 1, 4]  0.001022)     ([ 1, 5]  0.001293)     ([ 1, 6]  0.001718) 
    ([ 2, 2]  0.001233)     ([ 2, 3]  0.001639)     ([ 2, 4]  0.001685)     ([ 2, 5]  0.000845)     ([ 2, 6]  0.001385) 
    ([ 3, 2]  0.001709)     ([ 3, 3]  0.001869)     ([ 3, 4]  0.000777)     ([ 3, 5]  0.000823)     ([ 3, 6]  0.000966) 
    ([ 4, 2]  0.001097)     ([ 4, 3]  0.001211)     ([ 4, 4]  0.001905)     ([ 4, 5]  0.000883)     ([ 4, 6]  0.000849) 
    ([ 5, 2]  0.002043)     ([ 5, 3]  0.001327)     ([ 5, 4]  0.002051)     ([ 5, 5]  0.001287)     ([ 5, 6]  0.001706) 
  }
  From:  (3, 5)  {
    ([ 1, 3]  0.001720)     ([ 1, 4]  0.001518)     ([ 1, 5]  0.001086)     ([ 1, 6]  0.000982)     ([ 1, 7]  0.002028) 
    ([ 2, 3]  0.001015)     ([ 2, 4]  0.001671)     ([ 2, 5]  0.001227)     ([ 2, 6]  0.001029)     ([ 2, 7]  0.001976) 
    ([ 3, 3]  0.001256)     ([ 3, 4]  0.001135)     ([ 3, 5]  0.001306)     ([ 3, 6]  0.000971)     ([ 3, 7]  0.000713) 
    ([ 4, 3]  0.000866)     ([ 4, 4]  0.001195)     ([ 4, 5]  0.002025)     ([ 4, 6]  0.001861)     ([ 4, 7]  0.001241) 
    ([ 5, 3]  0.001324)     ([ 5, 4]  0.000728)     ([ 5, 5]  0.000769)     ([ 5, 6]  0.001690)     ([ 5, 7]  0.001617) 
  }
  From:  (3, 6)  {
    ([ 1, 4]  0.001562)     ([ 1, 5]  0.001042)     ([ 1, 6]  0.001997)     ([ 1, 7]  0.001667)     ([ 1, 8]  0.001178) 
    ([ 2, 4]  0.001036)     ([ 2, 5]  0.000980)     ([ 2, 6]  0.001060)     ([ 2, 7]  0.000799)     ([ 2, 8]  0.002099) 
    ([ 3, 4]  0.002070)     ([ 3, 5]  0.001837)     ([ 3, 6]  0.001896)     ([ 3, 7]  0.000723)     ([ 3, 8]  0.001529) 
    ([ 4, 4]  0.001134)     ([ 4, 5]  0.001207)     ([ 4, 6]  0.001818)     ([ 4, 7]  0.000979)     ([ 4, 8]  0.002069) 
    ([ 5, 4]  0.001451)     ([ 5, 5]  0.001287)     ([ 5, 6]  0.001378)     ([ 5, 7]  0.001544)     ([ 5, 8]  0.001288) 
  }
  From:  (3, 7)  {
    ([ 1, 5]  0.001816)     ([ 1, 6]  0.001568)     ([ 1, 7]  0.002074)     ([ 1, 8]  0.001238)     ([ 1, 9]  0.001129) 
    ([ 2, 5]  0.001711)     ([ 2, 6]  0.000923)     ([ 2, 7]  0.001168)     ([ 2, 8]  0.001482)     ([ 2, 9]  0.000981) 
    ([ 3, 5]  0.001883)     ([ 3, 6]  0.001817)     ([ 3, 7]  0.001709)     ([ 3, 8]  0.000966)     ([ 3, 9]  0.001960) 
    ([ 4, 5]  0.000972)     ([ 4, 6]  0.001433)     ([ 4, 7]  0.001372)     ([ 4, 8]  0.000889)     ([ 4, 9]  0.000706) 
    ([ 5, 5]  0.000970)     ([ 5, 6]  0.000992)     ([ 5, 7]  0.001723)     ([ 5, 8]  0.002090)     ([ 5, 9]  0.001970) 
  }
  From:  (3, 8)  {
    ([ 1, 6]  0.001944)     ([ 1, 7]  0.001359)     ([ 1, 8]  0.000880)     ([ 1, 9]  0.000721)     ([ 1, 1]  0.001009) 
    ([ 2, 6]  0.001613)     ([ 2, 7]  0.001177)     ([ 2, 8]  0.000944)     ([ 2, 9]  0.001465)     ([ 2, 1]  0.002024) 
    ([ 3, 6]  0.001827)     ([ 3, 7]  0.001789)     ([ 3, 8]  0.001699)     ([ 3, 9]  0.001731)     ([ 3, 1]  0.000711) 
    ([ 4, 6]  0.001424)     ([ 4, 7]  0.001548)     ([ 4, 8]  0.001308)     ([ 4, 9]  0.001342)     ([ 4, 1]  0.001677) 
    ([ 5, 6]  0.001487)     ([ 5, 7]  0.000797)     ([ 5, 8]  0.001448)     ([ 5, 9]  0.002069)     ([ 5, 1]  0.001339) 
  }
  From:  (3, 9)  {
    ([ 1, 7]  0.000711)     ([ 1, 8]  0.001573)     ([ 1, 9]  0.001424)     ([ 1, 1]  0.001036)     ([ 1, 2]  0.000710) 
    ([ 2, 7]  0.001285)     ([ 2, 8]  0.000901)     ([ 2, 9]  0.001210)     ([ 2, 1]  0.002002)     ([ 2, 2]  0.002014) 
    ([ 3, 7]  0.000742)     ([ 3, 8]  0.001523)     ([ 3, 9]  0.001184)     ([ 3, 1]  0.001591)     ([ 3, 2]  0.001485) 
    ([ 4, 7]  0.001196)     ([ 4, 8]  0.002042)     ([ 4, 9]  0.001677)     ([ 4, 1]  0.001391)     ([ 4, 2]  0.000810) 
    ([ 5, 7]  0.001039)     ([ 5, 8]  0.001409)     ([ 5, 9]  0.001105)     ([ 5, 1]  0.001274)     ([ 5, 2]  0.001993) 
  }
  From:  (4, 1)  {
    ([ 2, 8]  0.000805)     ([ 2, 9]  0.001372)     ([ 2, 1]  0.001786)     ([ 2, 2]  0.000706)     ([ 2, 3]  0.000872) 
    ([ 3, 8]  0.001042)     ([ 3, 9]  0.001111)     ([ 3, 1]  0.001818)     ([ 3, 2]  0.001282)     ([ 3, 3]  0.002026) 
    ([ 4, 8]  0.001287)     ([ 4, 9]  0.000801)     ([ 4, 1]  0.001969)     ([ 4, 2]  0.001053)     ([ 4, 3]  0.001507) 
    ([ 5, 8]  0.001753)     ([ 5, 9]  0.001002)     ([ 5, 1]  0.001487)     ([ 5, 2]  0.001172)     ([ 5, 3]  0.001835) 
    ([ 6, 8]  0.002076)     ([ 6, 9]  0.002051)     ([ 6, 1]  0.001632)     ([ 6, 2]  0.001946)     ([ 6, 3]  0.001629) 
  }
  From:  (4, 2)  {
    ([ 2, 9]  0.001487)     ([ 2, 1]  0.000868)     ([ 2, 2]  0.002022)     ([ 2, 3]  0.001295)     ([ 2, 4]  0.000772) 
    ([ 3, 9]  0.001992)     ([ 3, 1]  0.001627)     ([ 3, 2]  0.001942)     ([ 3, 3]  0.001668)     ([ 3, 4]  0.001052) 
    ([ 4, 9]  0.001746)     ([ 4, 1]  0.001532)     ([ 4, 2]  0.001160)     ([ 4, 3]  0.000937)     ([ 4, 4]  0.000928) 
    ([ 5, 9]  0.001076)     ([ 5, 1]  0.000700)     ([ 5, 2]  0.000891)     ([ 5, 3]  0.001147)     ([ 5, 4]  0.000826) 
    ([ 6, 9]  0.001723)     ([ 6, 1]  0.000920)     ([ 6, 2]  0.001806)     ([ 6, 3]  0.001359)     ([ 6, 4]  0.001445) 
  }
  From:  (4, 3)  {
    ([ 2, 1]  0.001001)     ([ 2, 2]  0.001485)     ([ 2, 3]  0.000795)     ([ 2, 4]  0.001110)     ([ 2, 5]  0.001840) 
    ([ 3, 1]  0.002094)     ([ 3, 2]  0.000759)     ([ 3, 3]  0.000976)     ([ 3, 4]  0.000855)     ([ 3, 5]  0.001660) 
    ([ 4, 1]  0.001986)     ([ 4, 2]  0.001461)     ([ 4, 3]  0.001178)     ([ 4, 4]  0.000818)     ([ 4, 5]  0.001730) 
    ([ 5, 1]  0.001198)     ([ 5, 2]  0.002096)     ([ 5, 3]  0.001219)     ([ 5, 4]  0.001498)     ([ 5, 5]  0.002067) 
    ([ 6, 1]  0.001343)     ([ 6, 2]  0.001122)     ([ 6, 3]  0.001989)     ([ 6, 4]  0.001967)     ([ 6, 5]  0.001575) 
  }
  From:  (4, 4)  {
    ([ 2, 2]  0.001951)     ([ 2, 3]  0.001978)     ([ 2, 4]  0.001417)     ([ 2, 5]  0.001246)     ([ 2, 6]  0.001637) 
    ([ 3, 2]  0.001698)     ([ 3, 3]  0.001960)     ([ 3, 4]  0.001693)     ([ 3, 5]  0.001888)     ([ 3, 6]  0.000853) 
    ([ 4, 2]  0.000837)     ([ 4, 3]  0.001235)     ([ 4, 4]  0.001118)     ([ 4, 5]  0.001686)     ([ 4, 6]  0.002090) 
    ([ 5, 2]  0.001550)     ([ 5, 3]  0.001119)     ([ 5, 4]  0.001784)     ([ 5, 5]  0.001922)     ([ 5, 6]  0.001880) 
    ([ 6, 2]  0.000911)     ([ 6, 3]  0.001289)     ([ 6, 4]  0.001026)     ([ 6, 5]  0.001376)     ([ 6, 6]  0.001340) 
  }
  From:  (4, 5)  {
    ([ 2, 3]  0.001126)     ([ 2, 4]  0.001461)     ([ 2, 5]  0.001252)     ([ 2, 6]  0.001359)     ([ 2, 7]  0.001945) 
    ([ 3, 3]  0.000701)     ([ 3, 4]  0.001266)     ([ 3, 5]  0.001025)     ([ 3, 6]  0.001876)     ([ 3, 7]  0.001950) 
    ([ 4, 3]  0.001304)     ([ 4, 4]  0.001205)     ([ 4, 5]  0.002010)     ([ 4, 6]  0.000872)     ([ 4, 7]  0.000777) 
    ([ 5, 3]  0.001071)     ([ 5, 4]  0.001569)     ([ 5, 5]  0.001494)     ([ 5, 6]  0.002070)     ([ 5, 7]  0.001015) 
    ([ 6, 3]  0.000845)     ([ 6, 4]  0.001324)     ([ 6, 5]  0.000717)     ([ 6, 6]  0.001083)     ([ 6, 7]  0.001743) 
  }
  From:  (4, 6)  {
    ([ 2, 4]  0.001500)     ([ 2, 5]  0.002000)     ([ 2, 6]  0.000767)     ([ 2, 7]  0.001137)     ([ 2, 8]  0.001269) 
    ([ 3, 4]  0.001777)     ([ 3, 5]  0.001850)     ([ 3, 6]  0.001507)     ([ 3, 7]  0.000857)     ([ 3, 8]  0.002059) 
    ([ 4, 4]  0.001732)     ([ 4, 5]  0.001593)     ([ 4, 6]  0.001239)     ([ 4, 7]  0.002051)     ([ 4, 8]  0.001896) 
    ([ 5, 4]  0.001129)     ([ 5, 5]  0.001703)     ([ 5, 6]  0.001790)     ([ 5, 7]  0.000704)     ([ 5, 8]  0.001890) 
    ([ 6, 4]  0.001917)     ([ 6, 5]  0.001375)     ([ 6, 6]  0.001537)     ([ 6, 7]  0.001301)     ([ 6, 8]  0.001777) 
  }
  From:  (4, 7)  {
    ([ 2, 5]  0.001082)     ([ 2, 6]  0.001384)     ([ 2, 7]  0.001502)     ([ 2, 8]  0.001721)     ([ 2, 9]  0.001244) 
    ([ 3, 5]  0.001635)     ([ 3, 6]  0.000879)     ([ 3, 7]  0.001962)     ([ 3, 8]  0.000730)     ([ 3, 9]  0.000887) 
    ([ 4, 5]  0.000994)     ([ 4, 6]  0.000869)     ([ 4, 7]  0.001935)     ([ 4, 8]  0.001394)     ([ 4, 9]  0.001860) 
    ([ 5, 5]  0.001904)     ([ 5, 6]  0.000844)     ([ 5, 7]  0.002090)     ([ 5, 8]  0.000708)     ([ 5, 9]  0.001841) 
    ([ 6, 5]  0.001692)     ([ 6, 6]  0.001261)     ([ 6, 7]  0.001298)     ([ 6, 8]  0.001822)     ([ 6, 9]  0.002087) 
  }
  From:  (4, 8)  {
    ([ 2, 6]  0.002062)     ([ 2, 7]  0.001923)     ([ 2, 8]  0.002074)     ([ 2, 9]  0.001705)     ([ 2, 1]  0.001998) 
    ([ 3, 6]  0.002019)     ([ 3, 7]  0.000904)     ([ 3, 8]  0.001089)     ([ 3, 9]  0.001009)     ([ 3, 1]  0.001922) 
    ([ 4, 6]  0.001711)     ([ 4, 7]  0.001433)     ([ 4, 8]  0.001089)     ([ 4, 9]  0.001528)     ([ 4, 1]  0.001273) 
    ([ 5, 6]  0.001132)     ([ 5, 7]  0.000887)     ([ 5, 8]  0.001338)     ([ 5, 9]  0.001916)     ([ 5, 1]  0.001312) 
    ([ 6, 6]  0.002031)     ([ 6, 7]  0.001483)     ([ 6, 8]  0.001647)     ([ 6, 9]  0.000747)     ([ 6, 1]  0.000990) 
  }
  From:  (4, 9)  {
    ([ 2, 7]  0.001923)     ([ 2, 8]  0.001898)     ([ 2, 9]  0.000889)     ([ 2, 1]  0.001994)     ([ 2, 2]  0.002025) 
    ([ 3, 7]  0.001576)     ([ 3, 8]  0.001619)     ([ 3, 9]  0.000987)     ([ 3, 1]  0.001206)     ([ 3, 2]  0.001661) 
    ([ 4, 7]  0.001731)     ([ 4, 8]  0.002078)     ([ 4, 9]  0.001626)     ([ 4, 1]  0.001056)     ([ 4, 2]  0.001933) 
    ([ 5, 7]  0.001202)     ([ 5, 8]  0.002083)     ([ 5, 9]  0.001087)     ([ 5, 1]  0.001037)     ([ 5, 2]  0.000767) 
    ([ 6, 7]  0.001060)     ([ 6, 8]  0.001727)     ([ 6, 9]  0.001871)     ([ 6, 1]  0.001521)     ([ 6, 2]  0.001109) 
  }
  From:  (5, 1)  {
    ([ 3, 8]  0.001714)     ([ 3, 9]  0.001425)     ([ 3, 1]  0.001508)     ([ 3, 2]  0.002054)     ([ 3, 3]  0.000750) 
    ([ 4, 8]  0.002088)     ([ 4, 9]  0.002019)     ([ 4, 1]  0.000830)     ([ 4, 2]  0.001094)     ([ 4, 3]  0.001098) 
    ([ 5, 8]  0.001302)     ([ 5, 9]  0.001322)     ([ 5, 1]  0.001053)     ([ 5, 2]  0.001563)     ([ 5, 3]  0.001773) 
    ([ 6, 8]  0.000834)     ([ 6, 9]  0.000778)     ([ 6, 1]  0.001767)     ([ 6, 2]  0.001751)     ([ 6, 3]  0.002034) 
    ([ 7, 8]  0.001766)     ([ 7, 9]  0.001577)     ([ 7, 1]  0.001086)     ([ 7, 2]  0.000948)     ([ 7, 3]  0.001746) 
  }
  From:  (5, 2)  {
    ([ 3, 9]  0.002053)     ([ 3, 1]  0.001736)     ([ 3, 2]  0.000738)     ([ 3, 3]  0.001625)     ([ 3, 4]  0.001901) 
    ([ 4, 9]  0.001459)     ([ 4, 1]  0.001361)     ([ 4, 2]  0.002012)     ([ 4, 3]  0.001823)     ([ 4, 4]  0.001273) 
    ([ 5, 9]  0.001875)     ([ 5, 1]  0.000854)     ([ 5, 2]  0.000834)     ([ 5, 3]  0.000846)     ([ 5, 4]  0.001615) 
    ([ 6, 9]  0.001709)     ([ 6, 1]  0.001287)     ([ 6, 2]  0.001628)     ([ 6, 3]  0.001804)     ([ 6, 4]  0.001419) 
    ([ 7, 9]  0.001304)     ([ 7, 1]  0.001647)     ([ 7, 2]  0.000725)     ([ 7, 3]  0.001709)     ([ 7, 4]  0.001425) 
  }
  From:  (5, 3)  {
    ([ 3, 1]  0.001134)     ([ 3, 2]  0.000784)     ([ 3, 3]  0.001662)     ([ 3, 4]  0.001750)     ([ 3, 5]  0.001636) 
    ([ 4, 1]  0.001076)     ([ 4, 2]  0.001772)     ([ 4, 3]  0.001453)     ([ 4, 4]  0.001884)     ([ 4, 5]  0.000928) 
    ([ 5, 1]  0.001297)     ([ 5, 2]  0.001290)     ([ 5, 3]  0.001408)     ([ 5, 4]  0.000871)     ([ 5, 5]  0.001767) 
    ([ 6, 1]  0.002008)     ([ 6, 2]  0.000850)     ([ 6, 3]  0.001672)     ([ 6, 4]  0.000894)     ([ 6, 5]  0.001422) 
    ([ 7, 1]  0.002046)     ([ 7, 2]  0.000854)     ([ 7, 3]  0.001486)     ([ 7, 4]  0.002059)     ([ 7, 5]  0.000914) 
  }
  From:  (5, 4)  {
    ([ 3, 2]  0.001880)     ([ 3, 3]  0.001319)     ([ 3, 4]  0.000844)     ([ 3, 5]  0.002067)     ([ 3, 6]  0.001000) 
    ([ 4, 2]  0.001869)     ([ 4, 3]  0.001721)     ([ 4, 4]  0.002036)     ([ 4, 5]  0.001225)     ([ 4, 6]  0.001955) 
    ([ 5, 2]  0.001339)     ([ 5, 3]  0.001661)     ([ 5, 4]  0.000996)     ([ 5, 5]  0.001066)     ([ 5, 6]  0.001082) 
    ([ 6, 2]  0.001753)     ([ 6, 3]  0.000861)     ([ 6, 4]  0.001088)     ([ 6, 5]  0.001010)     ([ 6, 6]  0.001590) 
    ([ 7, 2]  0.001891)     ([ 7, 3]  0.001471)     ([ 7, 4]  0.000918)     ([ 7, 5]  0.000954)     ([ 7, 6]  0.000942) 
  }
  From:  (5, 5)  {
    ([ 3, 3]  0.000768)     ([ 3, 4]  0.001927)     ([ 3, 5]  0.001252)     ([ 3, 6]  0.001055)     ([ 3, 7]  0.000834) 
    ([ 4, 3]  0.001708)     ([ 4, 4]  0.001401)     ([ 4, 5]  0.001282)     ([ 4, 6]  0.002028)     ([ 4, 7]  0.000758) 
    ([ 5, 3]  0.000774)     ([ 5, 4]  0.000917)     ([ 5, 5]  0.001094)     ([ 5, 6]  0.001921)     ([ 5, 7]  0.001445) 
    ([ 6, 3]  0.002029)     ([ 6, 4]  0.001882)     ([ 6, 5]  0.001337)     ([ 6, 6]  0.001148)     ([ 6, 7]  0.001916) 
    ([ 7, 3]  0.001735)     ([ 7, 4]  0.001091)     ([ 7, 5]  0.000922)     ([ 7, 6]  0.001546)     ([ 7, 7]  0.001082) 
  }
  From:  (5, 6)  {
    ([ 3, 4]  0.001667)     ([ 3, 5]  0.000966)     ([ 3, 6]  0.000850)     ([ 3, 7]  0.000820)     ([ 3, 8]  0.000951) 
    ([ 4, 4]  0.001359)     ([ 4, 5]  0.001655)     ([ 4, 6]  0.001149)     ([ 4, 7]  0.001985)     ([ 4, 8]  0.001273) 
    ([ 5, 4]  0.000748)     ([ 5, 5]  0.001991)     ([ 5, 6]  0.001038)     ([ 5, 7]  0.001985)     ([ 5, 8]  0.001356) 
    ([ 6, 4]  0.001757)     ([ 6, 5]  0.001102)     ([ 6, 6]  0.000992)     ([ 6, 7]  0.000945)     ([ 6, 8]  0.000895) 
    ([ 7, 4]  0.000945)     ([ 7, 5]  0.000776)     ([ 7, 6]  0.001073)     ([ 7, 7]  0.001494)     ([ 7, 8]  0.001740) 
  }
  From:  (5, 7)  {
    ([ 3, 5]  0.000745)     ([ 3, 6]  0.000798)     ([ 3, 7]  0.001825)     ([ 3, 8]  0.000725)     ([ 3, 9]  0.001735) 
    ([ 4, 5]  0.002025)     ([ 4, 6]  0.001179)     ([ 4, 7]  0.001184)     ([ 4, 8]  0.001010)     ([ 4, 9]  0.001814) 
    ([ 5, 5]  0.000937)     ([ 5, 6]  0.001137)     ([ 5, 7]  0.001919)     ([ 5, 8]  0.001098)     ([ 5, 9]  0.000851) 
    ([ 6, 5]  0.001261)     ([ 6, 6]  0.001954)     ([ 6, 7]  0.001726)     ([ 6, 8]  0.001530)     ([ 6, 9]  0.001525) 
    ([ 7, 5]  0.000727)     ([ 7, 6]  0.001497)     ([ 7, 7]  0.001502)     ([ 7, 8]  0.002071)     ([ 7, 9]  0.001376) 
  }
  From:  (5, 8)  {
    ([ 3, 6]  0.000994)     ([ 3, 7]  0.001250)     ([ 3, 8]  0.001920)     ([ 3, 9]  0.001464)     ([ 3, 1]  0.001054) 
    ([ 4, 6]  0.001996)     ([ 4, 7]  0.001586)     ([ 4, 8]  0.001597)     ([ 4, 9]  0.001968)     ([ 4, 1]  0.002003) 
    ([ 5, 6]  0.000869)     ([ 5, 7]  0.000783)     ([ 5, 8]  0.001588)     ([ 5, 9]  0.001525)     ([ 5, 1]  0.001230) 
    ([ 6, 6]  0.001433)     ([ 6, 7]  0.000886)     ([ 6, 8]  0.001343)     ([ 6, 9]  0.001873)     ([ 6, 1]  0.001135) 
    ([ 7, 6]  0.001875)     ([ 7, 7]  0.001545)     ([ 7, 8]  0.001068)     ([ 7, 9]  0.001589)     ([ 7, 1]  0.001242) 
  }
  From:  (5, 9)  {
    ([ 3, 7]  0.001422)     ([ 3, 8]  0.001030)     ([ 3, 9]  0.001907)     ([ 3, 1]  0.001531)     ([ 3, 2]  0.001454) 
    ([ 4, 7]  0.000809)     ([ 4, 8]  0.001714)     ([ 4, 9]  0.001799)     ([ 4, 1]  0.001953)     ([ 4, 2]  0.001677) 
    ([ 5, 7]  0.000904)     ([ 5, 8]  0.001470)     ([ 5, 9]  0.000842)     ([ 5, 1]  0.000757)     ([ 5, 2]  0.001338) 
    ([ 6, 7]  0.001088)     ([ 6, 8]  0.001393)     ([ 6, 9]  0.001329)     ([ 6, 1]  0.001735)     ([ 6, 2]  0.000934) 
    ([ 7, 7]  0.001889)     ([ 7, 8]  0.001410)     ([ 7, 9]  0.001861)     ([ 7, 1]  0.001763)     ([ 7, 2]  0.001479) 
  }
  From:  (6, 1)  {
    ([ 4, 8]  0.001591)     ([ 4, 9]  0.002071)     ([ 4, 1]  0.001255)     ([ 4, 2]  0.001625)     ([ 4, 3]  0.000740) 
    ([ 5, 8]  0.001486)     ([ 5, 9]  0.001346)     ([ 5, 1]  0.000840)     ([ 5, 2]  0.001065)     ([ 5, 3]  0.001030) 
    ([ 6, 8]  0.001654)     ([ 6, 9]  0.001942)     ([ 6, 1]  0.001161)     ([ 6, 2]  0.001973)     ([ 6, 3]  0.001045) 
    ([ 7, 8]  0.001511)     ([ 7, 9]  0.001609)     ([ 7, 1]  0.001349)     ([ 7, 2]  0.000737)     ([ 7, 3]  0.001170) 
    ([ 8, 8]  0.000719)     ([ 8, 9]  0.001625)     ([ 8, 1]  0.001671)     ([ 8, 2]  0.000760)     ([ 8, 3]  0.001274) 
  }
  From:  (6, 2)  {
    ([ 4, 9]  0.001921)     ([ 4, 1]  0.000879)     ([ 4, 2]  0.001389)     ([ 4, 3]  0.000790)     ([ 4, 4]  0.001057) 
    ([ 5, 9]  0.000839)     ([ 5, 1]  0.001178)     ([ 5, 2]  0.000790)     ([ 5, 3]  0.001830)     ([ 5, 4]  0.001870) 
    ([ 6, 9]  0.001621)     ([ 6, 1]  0.001349)     ([ 6, 2]  0.001074)     ([ 6, 3]  0.001780)     ([ 6, 4]  0.000925) 
    ([ 7, 9]  0.001805)     ([ 7, 1]  0.000981)     ([ 7, 2]  0.001319)     ([ 7, 3]  0.001945)     ([ 7, 4]  0.001387) 
    ([ 8, 9]  0.001706)     ([ 8, 1]  0.001049)     ([ 8, 2]  0.001988)     ([ 8, 3]  0.002064)     ([ 8, 4]  0.000953) 
  }
  From:  (6, 3)  {
    ([ 4, 1]  0.001466)     ([ 4, 2]  0.001994)     ([ 4, 3]  0.001419)     ([ 4, 4]  0.002026)     ([ 4, 5]  0.001147) 
    ([ 5, 1]  0.001845)     ([ 5, 2]  0.001426)     ([ 5, 3]  0.001658)     ([ 5, 4]  0.001418)     ([ 5, 5]  0.001376) 
    ([ 6, 1]  0.001184)     ([ 6, 2]  0.002096)     ([ 6, 3]  0.002059)     ([ 6, 4]  0.001485)     ([ 6, 5]  0.000809) 
    ([ 7, 1]  0.000963)     ([ 7, 2]  0.001766)     ([ 7, 3]  0.001567)     ([ 7, 4]  0.001380)     ([ 7, 5]  0.001768) 
    ([ 8, 1]  0.001618)     ([ 8, 2]  0.001488)     ([ 8, 3]  0.001653)     ([ 8, 4]  0.001934)     ([ 8, 5]  0.001268) 
  }
  From:  (6, 4)  {
    ([ 4, 2]  0.000739)     ([ 4, 3]  0.001815)     ([ 4, 4]  0.001194)     ([ 4, 5]  0.001387)     ([ 4, 6]  0.001604) 
    ([ 5, 2]  0.001303)     ([ 5, 3]  0.001961)     ([ 5, 4]  0.002083)     ([ 5, 5]  0.001347)     ([ 5, 6]  0.001331) 
    ([ 6, 2]  0.001258)     ([ 6, 3]  0.001081)     ([ 6, 4]  0.001447)     ([ 6, 5]  0.000998)     ([ 6, 6]  0.001339) 
    ([ 7, 2]  0.001138)     ([ 7, 3]  0.001654)     ([ 7, 4]  0.000987)     ([ 7, 5]  0.001091)     ([ 7, 6]  0.001326) 
    ([ 8, 2]  0.001633)     ([ 8, 3]  0.001554)     ([ 8, 4]  0.002047)     ([ 8, 5]  0.001595)     ([ 8, 6]  0.001517) 
  }
  From:  (6, 5)  {
    ([ 4, 3]  0.001145)     ([ 4, 4]  0.001382)     ([ 4, 5]  0.001259)     ([ 4, 6]  0.000874)     ([ 4, 7]  0.001352) 
    ([ 5, 3]  0.001404)     ([ 5, 4]  0.001720)     ([ 5, 5]  0.001304)     ([ 5, 6]  0.001649)     ([ 5, 7]  0.001549) 
    ([ 6, 3]  0.001676)     ([ 6, 4]  0.001682)     ([ 6, 5]  0.001799)     ([ 6, 6]  0.001057)     ([ 6, 7]  0.001407) 
    ([ 7, 3]  0.001169)     ([ 7, 4]  0.002050)     ([ 7, 5]  0.001572)     ([ 7, 6]  0.000943)     ([ 7, 7]  0.001259) 
    ([ 8, 3]  0.001981)     ([ 8, 4]  0.001656)     ([ 8, 5]  0.001175)     ([ 8, 6]  0.001265)     ([ 8, 7]  0.001955) 
  }
  From:  (6, 6)  {
    ([ 4, 4]  0.001467)     ([ 4, 5]  0.002055)     ([ 4, 6]  0.001957)     ([ 4, 7]  0.000978)     ([ 4, 8]  0.001594) 
    ([ 5, 4]  0.000971)     ([ 5, 5]  0.001008)     ([ 5, 6]  0.001957)     ([ 5, 7]  0.001492)     ([ 5, 8]  0.001969) 
    ([ 6, 4]  0.001771)     ([ 6, 5]  0.001453)     ([ 6, 6]  0.001657)     ([ 6, 7]  0.000906)     ([ 6, 8]  0.001473) 
    ([ 7, 4]  0.001731)     ([ 7, 5]  0.000965)     ([ 7, 6]  0.001903)     ([ 7, 7]  0.001342)     ([ 7, 8]  0.001488) 
    ([ 8, 4]  0.001053)     ([ 8, 5]  0.000769)     ([ 8, 6]  0.001347)     ([ 8, 7]  0.002037)     ([ 8, 8]  0.000894) 
  }
  From:  (6, 7)  {
    ([ 4, 5]  0.002019)     ([ 4, 6]  0.001252)     ([ 4, 7]  0.001186)     ([ 4, 8]  0.001386)     ([ 4, 9]  0.001126) 
    ([ 5, 5]  0.001011)     ([ 5, 6]  0.000938)     ([ 5, 7]  0.001986)     ([ 5, 8]  0.001673)     ([ 5, 9]  0.001576) 
    ([ 6, 5]  0.001902)     ([ 6, 6]  0.001930)     ([ 6, 7]  0.000760)     ([ 6, 8]  0.001674)     ([ 6, 9]  0.001450) 
    ([ 7, 5]  0.001144)     ([ 7, 6]  0.001572)     ([ 7, 7]  0.001967)     ([ 7, 8]  0.001524)     ([ 7, 9]  0.002064) 
    ([ 8, 5]  0.000955)     ([ 8, 6]  0.000838)     ([ 8, 7]  0.002041)     ([ 8, 8]  0.001117)     ([ 8, 9]  0.001704) 
  }
  From:  (6, 8)  {
    ([ 4, 6]  0.000950)     ([ 4, 7]  0.000771)     ([ 4, 8]  0.001937)     ([ 4, 9]  0.000886)     ([ 4, 1]  0.001107) 
    ([ 5, 6]  0.001916)     ([ 5, 7]  0.000710)     ([ 5, 8]  0.001882)     ([ 5, 9]  0.001808)     ([ 5, 1]  0.000831) 
    ([ 6, 6]  0.001121)     ([ 6, 7]  0.000913)     ([ 6, 8]  0.000736)     ([ 6, 9]  0.001565)     ([ 6, 1]  0.001924) 
    ([ 7, 6]  0.000881)     ([ 7, 7]  0.002003)     ([ 7, 8]  0.000995)     ([ 7, 9]  0.001003)     ([ 7, 1]  0.001538) 
    ([ 8, 6]  0.001818)     ([ 8, 7]  0.001846)     ([ 8, 8]  0.000723)     ([ 8, 9]  0.001695)     ([ 8, 1]  0.000858) 
  }
  From:  (6, 9)  {
    ([ 4, 7]  0.001117)     ([ 4, 8]  0.001607)     ([ 4, 9]  0.001532)     ([ 4, 1]  0.001001)     ([ 4, 2]  0.000964) 
    ([ 5, 7]  0.001310)     ([ 5, 8]  0.001391)     ([ 5, 9]  0.001717)     ([ 5, 1]  0.001466)     ([ 5, 2]  0.002065) 
    ([ 6, 7]  0.001887)     ([ 6, 8]  0.000754)     ([ 6, 9]  0.001714)     ([ 6, 1]  0.001703)     ([ 6, 2]  0.001807) 
    ([ 7, 7]  0.002004)     ([ 7, 8]  0.001280)     ([ 7, 9]  0.001746)     ([ 7, 1]  0.001586)     ([ 7, 2]  0.001153) 
    ([ 8, 7]  0.001075)     ([ 8, 8]  0.000989)     ([ 8, 9]  0.002052)     ([ 8, 1]  0.001327)     ([ 8, 2]  0.001896) 
  }
  From:  (7, 1)  {
    ([ 5, 8]  0.000760)     ([ 5, 9]  0.000978)     ([ 5, 1]  0.001121)     ([ 5, 2]  0.001781)     ([ 5, 3]  0.001957) 
    ([ 6, 8]  0.001355)     ([ 6, 9]  0.000712)     ([ 6, 1]  0.001080)     ([ 6, 2]  0.001734)     ([ 6, 3]  0.000819) 
    ([ 7, 8]  0.001981)     ([ 7, 9]  0.001888)     ([ 7, 1]  0.001378)     ([ 7, 2]  0.001939)     ([ 7, 3]  0.001437) 
    ([ 8, 8]  0.001907)     ([ 8, 9]  0.001102)     ([ 8, 1]  0.000881)     ([ 8, 2]  0.000962)     ([ 8, 3]  0.001265) 
    ([ 9, 8]  0.001141)     ([ 9, 9]  0.001943)     ([ 9, 1]  0.001051)     ([ 9, 2]  0.001132)     ([ 9, 3]  0.001877) 
  }
  From:  (7, 2)  {
    ([ 5, 9]  0.000895)     ([ 5, 1]  0.001820)     ([ 5, 2]  0.001298)     ([ 5, 3]  0.001005)     ([ 5, 4]  0.000989) 
    ([ 6, 9]  0.001330)     ([ 6, 1]  0.002099)     ([ 6, 2]  0.001860)     ([ 6, 3]  0.001408)     ([ 6, 4]  0.001508) 
    ([ 7, 9]  0.001068)     ([ 7, 1]  0.001288)     ([ 7, 2]  0.000707)     ([ 7, 3]  0.001276)     ([ 7, 4]  0.001023) 
    ([ 8, 9]  0.001171)     ([ 8, 1]  0.001054)     ([ 8, 2]  0.001759)     ([ 8, 3]  0.001970)     ([ 8, 4]  0.000738) 
    ([ 9, 9]  0.001105)     ([ 9, 1]  0.001795)     ([ 9, 2]  0.000798)     ([ 9, 3]  0.001920)     ([ 9, 4]  0.001087) 
  }
  From:  (7, 3)  {
    ([ 5, 1]  0.001014)     ([ 5, 2]  0.000944)     ([ 5, 3]  0.001814)     ([ 5, 4]  0.001021)     ([ 5, 5]  0.001469) 
    ([ 6, 1]  0.001860)     ([ 6, 2]  0.001233)     ([ 6, 3]  0.001788)     ([ 6, 4]  0.000872)     ([ 6, 5]  0.001791) 
    ([ 7, 1]  0.000930)     ([ 7, 2]  0.001428)     ([ 7, 3]  0.000957)     ([ 7, 4]  0.001169)     ([ 7, 5]  0.001547) 
    ([ 8, 1]  0.000904)     ([ 8, 2]  0.001370)     ([ 8, 3]  0.001622)     ([ 8, 4]  0.001778)     ([ 8, 5]  0.000930) 
    ([ 9, 1]  0.001732)     ([ 9, 2]  0.001330)     ([ 9, 3]  0.000868)     ([ 9, 4]  0.001817)     ([ 9, 5]  0.001789) 
  }
  From:  (7, 4)  {
    ([ 5, 2]  0.000837)     ([ 5, 3]  0.001984)     ([ 5, 4]  0.001116)     ([ 5, 5]  0.002005)     ([ 5, 6]  0.001412) 
    ([ 6, 2]  0.001637)     ([ 6, 3]  0.001701)     ([ 6, 4]  0.001595)     ([ 6, 5]  0.001373)     ([ 6, 6]  0.001722) 
    ([ 7, 2]  0.002029)     ([ 7, 3]  0.001431)     ([ 7, 4]  0.001599)     ([ 7, 5]  0.001577)     ([ 7, 6]  0.001683) 
    ([ 8, 2]  0.002093)     ([ 8, 3]  0.001719)     ([ 8, 4]  0.002033)     ([ 8, 5]  0.001894)     ([ 8, 6]  0.001340) 
    ([ 9, 2]  0.000926)     ([ 9, 3]  0.001664)     ([ 9, 4]  0.001540)     ([ 9, 5]  0.001319)     ([ 9, 6]  0.001730) 
  }
  From:  (7, 5)  {
    ([ 5, 3]  0.001573)     ([ 5, 4]  0.001672)     ([ 5, 5]  0.001610)     ([ 5, 6]  0.001324)     ([ 5, 7]  0.000915) 
    ([ 6, 3]  0.002062)     ([ 6, 4]  0.001646)     ([ 6, 5]  0.001248)     ([ 6, 6]  0.000842)     ([ 6, 7]  0.001296) 
    ([ 7, 3]  0.001212)     ([ 7, 4]  0.000747)     ([ 7, 5]  0.001215)     ([ 7, 6]  0.000724)     ([ 7, 7]  0.000929) 
    ([ 8, 3]  0.002058)     ([ 8, 4]  0.000913)     ([ 8, 5]  0.001425)     ([ 8, 6]  0.001441)     ([ 8, 7]  0.001889) 
    ([ 9, 3]  0.000987)     ([ 9, 4]  0.001672)     ([ 9, 5]  0.001350)     ([ 9, 6]  0.002085)     ([ 9, 7]  0.000821) 
  }
  From:  (7, 6)  {
    ([ 5, 4]  0.001102)     ([ 5, 5]  0.001372)     ([ 5, 6]  0.001767)     ([ 5, 7]  0.001625)     ([ 5, 8]  0.001185) 
    ([ 6, 4]  0.001912)     ([ 6, 5]  0.001868)     ([ 6, 6]  0.000918)     ([ 6, 7]  0.001644)     ([ 6, 8]  0.002047) 
    ([ 7, 4]  0.001979)     ([ 7, 5]  0.001990)     ([ 7, 6]  0.001109)     ([ 7, 7]  0.001032)     ([ 7, 8]  0.001700) 
    ([ 8, 4]  0.001665)     ([ 8, 5]  0.000844)     ([ 8, 6]  0.001233)     ([ 8, 7]  0.001419)     ([ 8, 8]  0.001400) 
    ([ 9, 4]  0.000931)     ([ 9, 5]  0.001070)     ([ 9, 6]  0.001788)     ([ 9, 7]  0.001666)     ([ 9, 8]  0.001106) 
  }
  From:  (7, 7)  {
    ([ 5, 5]  0.001568)     ([ 5, 6]  0.000757)     ([ 5, 7]  0.001095)     ([ 5, 8]  0.002084)     ([ 5, 9]  0.001368) 
    ([ 6, 5]  0.001319)     ([ 6, 6]  0.001908)     ([ 6, 7]  0.000917)     ([ 6, 8]  0.002024)     ([ 6, 9]  0.000744) 
    ([ 7, 5]  0.001532)     ([ 7, 6]  0.001053)     ([ 7, 7]  0.001715)     ([ 7, 8]  0.001074)     ([ 7, 9]  0.001114) 
    ([ 8, 5]  0.000959)     ([ 8, 6]  0.001793)     ([ 8, 7]  0.001986)     ([ 8, 8]  0.001573)     ([ 8, 9]  0.001375) 
    ([ 9, 5]  0.000727)     ([ 9, 6]  0.001985)     ([ 9, 7]  0.001088)     ([ 9, 8]  0.001963)     ([ 9, 9]  0.001261) 
  }
  From:  (7, 8)  {
    ([ 5, 6]  0.001524)     ([ 5, 7]  0.001816)     ([ 5, 8]  0.000798)     ([ 5, 9]  0.001946)     ([ 5, 1]  0.000780) 
    ([ 6, 6]  0.002036)     ([ 6, 7]  0.001123)     ([ 6, 8]  0.001836)     ([ 6, 9]  0.001560)     ([ 6, 1]  0.002064) 
    ([ 7, 6]  0.001194)     ([ 7, 7]  0.001656)     ([ 7, 8]  0.001005)     ([ 7, 9]  0.001846)     ([ 7, 1]  0.001253) 
    ([ 8, 6]  0.001218)     ([ 8, 7]  0.001193)     ([ 8, 8]  0.001445)     ([ 8, 9]  0.000999)     ([ 8, 1]  0.001313) 
    ([ 9, 6]  0.002068)     ([ 9, 7]  0.001037)     ([ 9, 8]  0.001022)     ([ 9, 9]  0.001976)     ([ 9, 1]  0.001168) 
  }
  From:  (7, 9)  {
    ([ 5, 7]  0.001693)     ([ 5, 8]  0.001660)     ([ 5, 9]  0.001090)     ([ 5, 1]  0.000700)     ([ 5, 2]  0.001424) 
    ([ 6, 7]  0.000744)     ([ 6, 8]  0.001306)     ([ 6, 9]  0.001628)     ([ 6, 1]  0.001812)     ([ 6, 2]  0.001172) 
    ([ 7, 7]  0.001345)     ([ 7, 8]  0.001773)     ([ 7, 9]  0.000932)     ([ 7, 1]  0.001150)     ([ 7, 2]  0.001551) 
    ([ 8, 7]  0.001175)     ([ 8, 8]  0.000720)     ([ 8, 9]  0.001287)     ([ 8, 1]  0.001390)     ([ 8, 2]  0.000763) 
    ([ 9, 7]  0.001298)     ([ 9, 8]  0.000932)     ([ 9, 9]  0.001652)     ([ 9, 1]  0.001704)     ([ 9, 2]  0.000998) 
  }
  From:  (8, 1)  {
    ([ 6, 8]  0.000769)     ([ 6, 9]  0.002081)     ([ 6, 1]  0.001318)     ([ 6, 2]  0.000993)     ([ 6, 3]  0.001979) 
    ([ 7, 8]  0.001404)     ([ 7, 9]  0.001439)     ([ 7, 1]  0.001643)     ([ 7, 2]  0.001985)     ([ 7, 3]  0.000918) 
    ([ 8, 8]  0.001501)     ([ 8, 9]  0.002015)     ([ 8, 1]  0.000790)     ([ 8, 2]  0.001793)     ([ 8, 3]  0.000929) 
    ([ 9, 8]  0.001652)     ([ 9, 9]  0.001098)     ([ 9, 1]  0.000858)     ([ 9, 2]  0.001673)     ([ 9, 3]  0.000762) 
    ([ 1, 8]  0.000899)     ([ 1, 9]  0.001789)     ([ 1, 1]  0.000935)     ([ 1, 2]  0.001634)     ([ 1, 3]  0.001067) 
  }
  From:  (8, 2)  {
    ([ 6, 9]  0.001236)     ([ 6, 1]  0.001888)     ([ 6, 2]  0.000760)     ([ 6, 3]  0.001686)     ([ 6, 4]  0.000767) 
    ([ 7, 9]  0.000853)     ([ 7, 1]  0.000769)     ([ 7, 2]  0.001599)     ([ 7, 3]  0.001099)     ([ 7, 4]  0.001866) 
    ([ 8, 9]  0.001337)     ([ 8, 1]  0.001901)     ([ 8, 2]  0.002030)     ([ 8, 3]  0.001122)     ([ 8, 4]  0.000828) 
    ([ 9, 9]  0.001775)     ([ 9, 1]  0.000842)     ([ 9, 2]  0.001513)     ([ 9, 3]  0.000731)     ([ 9, 4]  0.001998) 
    ([ 1, 9]  0.000711)     ([ 1, 1]  0.000751)     ([ 1, 2]  0.001258)     ([ 1, 3]  0.000989)     ([ 1, 4]  0.000968) 
  }
  From:  (8, 3)  {
    ([ 6, 1]  0.001748)     ([ 6, 2]  0.002017)     ([ 6, 3]  0.000889)     ([ 6, 4]  0.001231)     ([ 6, 5]  0.001118) 
    ([ 7, 1]  0.001950)     ([ 7, 2]  0.001015)     ([ 7, 3]  0.001331)     ([ 7, 4]  0.001527)     ([ 7, 5]  0.000838) 
    ([ 8, 1]  0.001310)     ([ 8, 2]  0.002071)     ([ 8, 3]  0.000877)     ([ 8, 4]  0.001201)     ([ 8, 5]  0.001161) 
    ([ 9, 1]  0.001814)     ([ 9, 2]  0.001297)     ([ 9, 3]  0.001430)     ([ 9, 4]  0.001933)     ([ 9, 5]  0.000756) 
    ([ 1, 1]  0.000812)     ([ 1, 2]  0.001979)     ([ 1, 3]  0.001199)     ([ 1, 4]  0.001487)     ([ 1, 5]  0.001088) 
  }
  From:  (8, 4)  {
    ([ 6, 2]  0.001421)     ([ 6, 3]  0.000892)     ([ 6, 4]  0.000907)     ([ 6, 5]  0.001399)     ([ 6, 6]  0.000708) 
    ([ 7, 2]  0.001950)     ([ 7, 3]  0.002091)     ([ 7, 4]  0.001377)     ([ 7, 5]  0.001009)     ([ 7, 6]  0.000761) 
    ([ 8, 2]  0.000745)     ([ 8, 3]  0.001390)     ([ 8, 4]  0.001770)     ([ 8, 5]  0.000706)     ([ 8, 6]  0.001009) 
    ([ 9, 2]  0.001212)     ([ 9, 3]  0.001476)     ([ 9, 4]  0.001171)     ([ 9, 5]  0.001612)     ([ 9, 6]  0.001898) 
    ([ 1, 2]  0.001865)     ([ 1, 3]  0.001461)     ([ 1, 4]  0.001259)     ([ 1, 5]  0.001053)     ([ 1, 6]  0.001755) 
  }
  From:  (8, 5)  {
    ([ 6, 3]  0.001981)     ([ 6, 4]  0.001199)     ([ 6, 5]  0.001190)     ([ 6, 6]  0.000702)     ([ 6, 7]  0.001450) 
    ([ 7, 3]  0.001967)     ([ 7, 4]  0.001312)     ([ 7, 5]  0.000713)     ([ 7, 6]  0.001093)     ([ 7, 7]  0.000933) 
    ([ 8, 3]  0.000757)     ([ 8, 4]  0.001073)     ([ 8, 5]  0.001252)     ([ 8, 6]  0.001767)     ([ 8, 7]  0.001939) 
    ([ 9, 3]  0.001955)     ([ 9, 4]  0.000746)     ([ 9, 5]  0.001319)     ([ 9, 6]  0.001587)     ([ 9, 7]  0.000883) 
    ([ 1, 3]  0.002063)     ([ 1, 4]  0.001681)     ([ 1, 5]  0.001746)     ([ 1, 6]  0.001522)     ([ 1, 7]  0.001459) 
  }
  From:  (8, 6)  {
    ([ 6, 4]  0.001397)     ([ 6, 5]  0.000703)     ([ 6, 6]  0.001083)     ([ 6, 7]  0.001690)     ([ 6, 8]  0.001416) 
    ([ 7, 4]  0.000711)     ([ 7, 5]  0.000777)     ([ 7, 6]  0.000955)     ([ 7, 7]  0.001994)     ([ 7, 8]  0.001186) 
    ([ 8, 4]  0.001988)     ([ 8, 5]  0.001185)     ([ 8, 6]  0.001544)     ([ 8, 7]  0.001860)     ([ 8, 8]  0.001762) 
    ([ 9, 4]  0.001759)     ([ 9, 5]  0.001644)     ([ 9, 6]  0.001644)     ([ 9, 7]  0.001418)     ([ 9, 8]  0.000755) 
    ([ 1, 4]  0.002001)     ([ 1, 5]  0.001261)     ([ 1, 6]  0.001422)     ([ 1, 7]  0.002084)     ([ 1, 8]  0.000951) 
  }
  From:  (8, 7)  {
    ([ 6, 5]  0.001460)     ([ 6, 6]  0.001447)     ([ 6, 7]  0.001772)     ([ 6, 8]  0.001661)     ([ 6, 9]  0.001231) 
    ([ 7, 5]  0.001463)     ([ 7, 6]  0.000991)     ([ 7, 7]  0.000765)     ([ 7, 8]  0.001067)     ([ 7, 9]  0.001496) 
    ([ 8, 5]  0.001220)     ([ 8, 6]  0.001334)     ([ 8, 7]  0.000999)     ([ 8, 8]  0.001957)     ([ 8, 9]  0.001563) 
    ([ 9, 5]  0.000856)     ([ 9, 6]  0.002093)     ([ 9, 7]  0.002069)     ([ 9, 8]  0.001709)     ([ 9, 9]  0.001630) 
    ([ 1, 5]  0.002009)     ([ 1, 6]  0.001753)     ([ 1, 7]  0.001759)     ([ 1, 8]  0.001944)     ([ 1, 9]  0.001314) 
  }
  From:  (8, 8)  {
    ([ 6, 6]  0.001740)     ([ 6, 7]  0.001681)     ([ 6, 8]  0.001550)     ([ 6, 9]  0.001014)     ([ 6, 1]  0.001106) 
    ([ 7, 6]  0.000786)     ([ 7, 7]  0.001676)     ([ 7, 8]  0.000761)     ([ 7, 9]  0.001217)     ([ 7, 1]  0.000842) 
    ([ 8, 6]  0.001145)     ([ 8, 7]  0.001856)     ([ 8, 8]  0.000894)     ([ 8, 9]  0.001569)     ([ 8, 1]  0.000708) 
    ([ 9, 6]  0.002032)     ([ 9, 7]  0.001982)     ([ 9, 8]  0.001555)     ([ 9, 9]  0.000790)     ([ 9, 1]  0.001568) 
    ([ 1, 6]  0.001514)     ([ 1, 7]  0.001452)     ([ 1, 8]  0.001788)     ([ 1, 9]  0.000831)     ([ 1, 1]  0.001420) 
  }
  From:  (8, 9)  {
    ([ 6, 7]  0.001313)     ([ 6, 8]  0.001137)     ([ 6, 9]  0.001991)     ([ 6, 1]  0.000746)     ([ 6, 2]  0.001402) 
    ([ 7, 7]  0.001882)     ([ 7, 8]  0.000902)     ([ 7, 9]  0.002063)     ([ 7, 1]  0.001138)     ([ 7, 2]  0.001168) 
    ([ 8, 7]  0.001857)     ([ 8, 8]  0.001375)     ([ 8, 9]  0.001355)     ([ 8, 1]  0.001554)     ([ 8, 2]  0.001082) 
    ([ 9, 7]  0.001131)     ([ 9, 8]  0.001915)     ([ 9, 9]  0.001938)     ([ 9, 1]  0.001625)     ([ 9, 2]  0.001942) 
    ([ 1, 7]  0.001482)     ([ 1, 8]  0.001545)     ([ 1, 9]  0.001932)     ([ 1, 1]  0.001122)     ([ 1, 2]  0.001624) 
  }
  From:  (9, 1)  {
    ([ 7, 8]  0.001511)     ([ 7, 9]  0.001909)     ([ 7, 1]  0.001735)     ([ 7, 2]  0.001499)     ([ 7, 3]  0.001642) 
    ([ 8, 8]  0.001761)     ([ 8, 9]  0.001323)     ([ 8, 1]  0.001155)     ([ 8, 2]  0.001982)     ([ 8, 3]  0.001903) 
    ([ 9, 8]  0.001081)     ([ 9, 9]  0.001720)     ([ 9, 1]  0.001899)     ([ 9, 2]  0.001233)     ([ 9, 3]  0.001882) 
    ([ 1, 8]  0.001590)     ([ 1, 9]  0.000793)     ([ 1, 1]  0.001734)     ([ 1, 2]  0.000753)     ([ 1, 3]  0.001454) 
    ([ 2, 8]  0.001006)     ([ 2, 9]  0.001046)     ([ 2, 1]  0.002037)     ([ 2, 2]  0.001328)     ([ 2, 3]  0.001933) 
  }
  From:  (9, 2)  {
    ([ 7, 9]  0.001841)     ([ 7, 1]  0.001844)     ([ 7, 2]  0.001959)     ([ 7, 3]  0.000940)     ([ 7, 4]  0.001368) 
    ([ 8, 9]  0.001024)     ([ 8, 1]  0.001834)     ([ 8, 2]  0.001733)     ([ 8, 3]  0.001226)     ([ 8, 4]  0.000839) 
    ([ 9, 9]  0.001854)     ([ 9, 1]  0.000825)     ([ 9, 2]  0.000850)     ([ 9, 3]  0.000764)     ([ 9, 4]  0.001702) 
    ([ 1, 9]  0.000941)     ([ 1, 1]  0.000964)     ([ 1, 2]  0.001524)     ([ 1, 3]  0.001293)     ([ 1, 4]  0.001028) 
    ([ 2, 9]  0.001770)     ([ 2, 1]  0.001358)     ([ 2, 2]  0.001085)     ([ 2, 3]  0.001289)     ([ 2, 4]  0.001514) 
  }
  From:  (9, 3)  {
    ([ 7, 1]  0.001358)     ([ 7, 2]  0.000719)     ([ 7, 3]  0.001093)     ([ 7, 4]  0.001641)     ([ 7, 5]  0.001776) 
    ([ 8, 1]  0.001120)     ([ 8, 2]  0.001138)     ([ 8, 3]  0.000940)     ([ 8, 4]  0.001272)     ([ 8, 5]  0.001378) 
    ([ 9, 1]  0.002076)     ([ 9, 2]  0.000940)     ([ 9, 3]  0.001686)     ([ 9, 4]  0.001467)     ([ 9, 5]  0.000920) 
    ([ 1, 1]  0.001457)     ([ 1, 2]  0.001393)     ([ 1, 3]  0.001130)     ([ 1, 4]  0.001763)     ([ 1, 5]  0.000984) 
    ([ 2, 1]  0.002096)     ([ 2, 2]  0.000908)     ([ 2, 3]  0.001450)     ([ 2, 4]  0.001321)     ([ 2, 5]  0.001568) 
  }
  From:  (9, 4)  {
    ([ 7, 2]  0.001832)     ([ 7, 3]  0.001032)     ([ 7, 4]  0.001315)     ([ 7, 5]  0.001457)     ([ 7, 6]  0.002028) 
    ([ 8, 2]  0.000936)     ([ 8, 3]  0.001193)     ([ 8, 4]  0.002091)     ([ 8, 5]  0.001527)     ([ 8, 6]  0.000754) 
    ([ 9, 2]  0.000714)     ([ 9, 3]  0.001012)     ([ 9, 4]  0.001799)     ([ 9, 5]  0.001055)     ([ 9, 6]  0.001272) 
    ([ 1, 2]  0.001803)     ([ 1, 3]  0.001017)     ([ 1, 4]  0.001176)     ([ 1, 5]  0.000715)     ([ 1, 6]  0.001318) 
    ([ 2, 2]  0.002028)     ([ 2, 3]  0.002028)     ([ 2, 4]  0.000839)     ([ 2, 5]  0.000866)     ([ 2, 6]  0.001550) 
  }
  From:  (9, 5)  {
    ([ 7, 3]  0.000705)     ([ 7, 4]  0.001029)     ([ 7, 5]  0.001640)     ([ 7, 6]  0.001160)     ([ 7, 7]  0.001959) 
    ([ 8, 3]  0.001010)     ([ 8, 4]  0.001884)     ([ 8, 5]  0.001508)     ([ 8, 6]  0.001113)     ([ 8, 7]  0.001859) 
    ([ 9, 3]  0.001651)     ([ 9, 4]  0.002097)     ([ 9, 5]  0.002072)     ([ 9, 6]  0.002033)     ([ 9, 7]  0.001973) 
    ([ 1, 3]  0.001716)     ([ 1, 4]  0.001390)     ([ 1, 5]  0.001808)     ([ 1, 6]  0.001016)     ([ 1, 7]  0.001046) 
    ([ 2, 3]  0.001608)     ([ 2, 4]  0.000834)     ([ 2, 5]  0.000951)     ([ 2, 6]  0.001358)     ([ 2, 7]  0.001977) 
  }
  From:  (9, 6)  {
    ([ 7, 4]  0.001460)     ([ 7, 5]  0.001210)     ([ 7, 6]  0.001142)     ([ 7, 7]  0.001522)     ([ 7, 8]  0.001834) 
    ([ 8, 4]  0.000750)     ([ 8, 5]  0.001833)     ([ 8, 6]  0.000886)     ([ 8, 7]  0.002051)     ([ 8, 8]  0.001646) 
    ([ 9, 4]  0.001152)     ([ 9, 5]  0.001433)     ([ 9, 6]  0.001260)     ([ 9, 7]  0.000919)     ([ 9, 8]  0.001231) 
    ([ 1, 4]  0.001346)     ([ 1, 5]  0.001589)     ([ 1, 6]  0.000752)     ([ 1, 7]  0.000926)     ([ 1, 8]  0.001279) 
    ([ 2, 4]  0.002062)     ([ 2, 5]  0.001029)     ([ 2, 6]  0.001649)     ([ 2, 7]  0.001996)     ([ 2, 8]  0.000950) 
  }
  From:  (9, 7)  {
    ([ 7, 5]  0.001791)     ([ 7, 6]  0.001183)     ([ 7, 7]  0.001219)     ([ 7, 8]  0.000753)     ([ 7, 9]  0.001535) 
    ([ 8, 5]  0.001544)     ([ 8, 6]  0.001148)     ([ 8, 7]  0.002016)     ([ 8, 8]  0.001151)     ([ 8, 9]  0.000804) 
    ([ 9, 5]  0.000740)     ([ 9, 6]  0.001197)     ([ 9, 7]  0.002015)     ([ 9, 8]  0.001640)     ([ 9, 9]  0.000833) 
    ([ 1, 5]  0.001274)     ([ 1, 6]  0.001595)     ([ 1, 7]  0.000731)     ([ 1, 8]  0.001009)     ([ 1, 9]  0.001555) 
    ([ 2, 5]  0.001648)     ([ 2, 6]  0.001478)     ([ 2, 7]  0.000886)     ([ 2, 8]  0.000831)     ([ 2, 9]  0.000915) 
  }
  From:  (9, 8)  {
    ([ 7, 6]  0.001522)     ([ 7, 7]  0.000928)     ([ 7, 8]  0.001716)     ([ 7, 9]  0.001530)     ([ 7, 1]  0.001832) 
    ([ 8, 6]  0.001649)     ([ 8, 7]  0.001790)     ([ 8, 8]  0.001960)     ([ 8, 9]  0.001575)     ([ 8, 1]  0.001438) 
    ([ 9, 6]  0.001919)     ([ 9, 7]  0.001807)     ([ 9, 8]  0.001983)     ([ 9, 9]  0.002062)     ([ 9, 1]  0.001225) 
    ([ 1, 6]  0.000793)     ([ 1, 7]  0.001977)     ([ 1, 8]  0.000808)     ([ 1, 9]  0.001393)     ([ 1, 1]  0.000927) 
    ([ 2, 6]  0.000764)     ([ 2, 7]  0.001228)     ([ 2, 8]  0.001797)     ([ 2, 9]  0.001057)     ([ 2, 1]  0.001877) 
  }
  From:  (9, 9)  {
    ([ 7, 7]  0.001794)     ([ 7, 8]  0.002036)     ([ 7, 9]  0.001870)     ([ 7, 1]  0.000874)     ([ 7, 2]  0.000708) 
    ([ 8, 7]  0.001360)     ([ 8, 8]  0.000774)     ([ 8, 9]  0.000841)     ([ 8, 1]  0.001470)     ([ 8, 2]  0.001435) 
    ([ 9, 7]  0.001176)     ([ 9, 8]  0.000881)     ([ 9, 9]  0.000936)     ([ 9, 1]  0.001691)     ([ 9, 2]  0.001791) 
    ([ 1, 7]  0.001200)     ([ 1, 8]  0.000718)     ([ 1, 9]  0.001965)     ([ 1, 1]  0.001329)     ([ 1, 2]  0.001701) 
    ([ 2, 7]  0.000921)     ([ 2, 8]  0.001604)     ([ 2, 9]  0.001378)     ([ 2, 1]  0.000940)     ([ 2, 2]  0.000708) 
  }
}

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