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_netgettest
output.36trials
attsefd2.w
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ifd1efd1.w
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iv1hev1h.w
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lgnsev1h.bak
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lgnsev1v.bak
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netgen1 *
weightslist.txt
                            
% Tue May 24 15:52:20 2016

% Input Layer: (9, 9)
% Output Layer: (9, 9)
% Fanout Size: (5, 5)

Connect(efd2, ev4c)  {
  From:  (1, 1)  {
    ([ 8, 8]  0.002055)     ([ 8, 9]  0.001805)     ([ 8, 1]  0.000857)     ([ 8, 2]  0.001300)     ([ 8, 3]  0.000709) 
    ([ 9, 8]  0.001604)     ([ 9, 9]  0.001750)     ([ 9, 1]  0.001455)     ([ 9, 2]  0.001706)     ([ 9, 3]  0.000956) 
    ([ 1, 8]  0.000916)     ([ 1, 9]  0.000750)     ([ 1, 1]  0.001951)     ([ 1, 2]  0.000763)     ([ 1, 3]  0.001588) 
    ([ 2, 8]  0.001820)     ([ 2, 9]  0.000831)     ([ 2, 1]  0.001155)     ([ 2, 2]  0.001337)     ([ 2, 3]  0.000999) 
    ([ 3, 8]  0.002094)     ([ 3, 9]  0.000804)     ([ 3, 1]  0.000981)     ([ 3, 2]  0.001446)     ([ 3, 3]  0.000723) 
  }
  From:  (1, 2)  {
    ([ 8, 9]  0.001591)     ([ 8, 1]  0.001684)     ([ 8, 2]  0.000951)     ([ 8, 3]  0.001752)     ([ 8, 4]  0.002093) 
    ([ 9, 9]  0.000838)     ([ 9, 1]  0.001556)     ([ 9, 2]  0.002003)     ([ 9, 3]  0.001555)     ([ 9, 4]  0.000796) 
    ([ 1, 9]  0.001286)     ([ 1, 1]  0.001953)     ([ 1, 2]  0.002048)     ([ 1, 3]  0.001909)     ([ 1, 4]  0.000803) 
    ([ 2, 9]  0.001687)     ([ 2, 1]  0.001141)     ([ 2, 2]  0.001226)     ([ 2, 3]  0.001478)     ([ 2, 4]  0.002010) 
    ([ 3, 9]  0.001973)     ([ 3, 1]  0.000892)     ([ 3, 2]  0.000929)     ([ 3, 3]  0.001711)     ([ 3, 4]  0.001260) 
  }
  From:  (1, 3)  {
    ([ 8, 1]  0.000937)     ([ 8, 2]  0.001146)     ([ 8, 3]  0.001078)     ([ 8, 4]  0.002014)     ([ 8, 5]  0.000750) 
    ([ 9, 1]  0.001008)     ([ 9, 2]  0.001241)     ([ 9, 3]  0.000735)     ([ 9, 4]  0.000809)     ([ 9, 5]  0.001882) 
    ([ 1, 1]  0.001661)     ([ 1, 2]  0.001571)     ([ 1, 3]  0.001936)     ([ 1, 4]  0.000772)     ([ 1, 5]  0.001699) 
    ([ 2, 1]  0.000788)     ([ 2, 2]  0.001556)     ([ 2, 3]  0.001229)     ([ 2, 4]  0.001016)     ([ 2, 5]  0.001597) 
    ([ 3, 1]  0.001883)     ([ 3, 2]  0.000954)     ([ 3, 3]  0.001865)     ([ 3, 4]  0.001164)     ([ 3, 5]  0.001801) 
  }
  From:  (1, 4)  {
    ([ 8, 2]  0.000988)     ([ 8, 3]  0.001774)     ([ 8, 4]  0.001008)     ([ 8, 5]  0.001368)     ([ 8, 6]  0.000832) 
    ([ 9, 2]  0.001597)     ([ 9, 3]  0.001820)     ([ 9, 4]  0.000922)     ([ 9, 5]  0.000803)     ([ 9, 6]  0.000932) 
    ([ 1, 2]  0.001015)     ([ 1, 3]  0.001080)     ([ 1, 4]  0.001277)     ([ 1, 5]  0.000757)     ([ 1, 6]  0.001678) 
    ([ 2, 2]  0.001484)     ([ 2, 3]  0.000796)     ([ 2, 4]  0.001075)     ([ 2, 5]  0.001494)     ([ 2, 6]  0.001466) 
    ([ 3, 2]  0.001747)     ([ 3, 3]  0.001446)     ([ 3, 4]  0.000931)     ([ 3, 5]  0.001801)     ([ 3, 6]  0.001825) 
  }
  From:  (1, 5)  {
    ([ 8, 3]  0.001949)     ([ 8, 4]  0.001248)     ([ 8, 5]  0.001009)     ([ 8, 6]  0.001307)     ([ 8, 7]  0.001309) 
    ([ 9, 3]  0.001401)     ([ 9, 4]  0.001482)     ([ 9, 5]  0.001633)     ([ 9, 6]  0.001185)     ([ 9, 7]  0.000815) 
    ([ 1, 3]  0.001224)     ([ 1, 4]  0.001707)     ([ 1, 5]  0.001420)     ([ 1, 6]  0.001093)     ([ 1, 7]  0.000750) 
    ([ 2, 3]  0.001485)     ([ 2, 4]  0.001537)     ([ 2, 5]  0.001979)     ([ 2, 6]  0.001406)     ([ 2, 7]  0.001367) 
    ([ 3, 3]  0.001055)     ([ 3, 4]  0.001810)     ([ 3, 5]  0.001983)     ([ 3, 6]  0.001631)     ([ 3, 7]  0.001625) 
  }
  From:  (1, 6)  {
    ([ 8, 4]  0.001878)     ([ 8, 5]  0.002052)     ([ 8, 6]  0.001434)     ([ 8, 7]  0.000975)     ([ 8, 8]  0.001889) 
    ([ 9, 4]  0.001386)     ([ 9, 5]  0.000729)     ([ 9, 6]  0.000964)     ([ 9, 7]  0.001737)     ([ 9, 8]  0.001173) 
    ([ 1, 4]  0.001427)     ([ 1, 5]  0.001037)     ([ 1, 6]  0.001202)     ([ 1, 7]  0.001176)     ([ 1, 8]  0.000736) 
    ([ 2, 4]  0.001296)     ([ 2, 5]  0.000850)     ([ 2, 6]  0.002048)     ([ 2, 7]  0.001485)     ([ 2, 8]  0.001677) 
    ([ 3, 4]  0.001344)     ([ 3, 5]  0.001928)     ([ 3, 6]  0.000810)     ([ 3, 7]  0.000991)     ([ 3, 8]  0.001643) 
  }
  From:  (1, 7)  {
    ([ 8, 5]  0.001952)     ([ 8, 6]  0.001427)     ([ 8, 7]  0.001988)     ([ 8, 8]  0.001128)     ([ 8, 9]  0.001303) 
    ([ 9, 5]  0.001987)     ([ 9, 6]  0.001598)     ([ 9, 7]  0.002069)     ([ 9, 8]  0.000711)     ([ 9, 9]  0.001849) 
    ([ 1, 5]  0.000826)     ([ 1, 6]  0.001164)     ([ 1, 7]  0.001201)     ([ 1, 8]  0.001499)     ([ 1, 9]  0.000859) 
    ([ 2, 5]  0.001042)     ([ 2, 6]  0.001154)     ([ 2, 7]  0.000803)     ([ 2, 8]  0.000984)     ([ 2, 9]  0.001462) 
    ([ 3, 5]  0.000819)     ([ 3, 6]  0.001542)     ([ 3, 7]  0.001567)     ([ 3, 8]  0.001813)     ([ 3, 9]  0.000817) 
  }
  From:  (1, 8)  {
    ([ 8, 6]  0.001490)     ([ 8, 7]  0.001467)     ([ 8, 8]  0.001052)     ([ 8, 9]  0.001198)     ([ 8, 1]  0.001406) 
    ([ 9, 6]  0.000827)     ([ 9, 7]  0.001496)     ([ 9, 8]  0.001267)     ([ 9, 9]  0.001944)     ([ 9, 1]  0.000886) 
    ([ 1, 6]  0.001245)     ([ 1, 7]  0.000701)     ([ 1, 8]  0.001694)     ([ 1, 9]  0.001654)     ([ 1, 1]  0.001771) 
    ([ 2, 6]  0.001002)     ([ 2, 7]  0.001215)     ([ 2, 8]  0.000916)     ([ 2, 9]  0.001121)     ([ 2, 1]  0.001352) 
    ([ 3, 6]  0.001832)     ([ 3, 7]  0.001133)     ([ 3, 8]  0.000903)     ([ 3, 9]  0.000773)     ([ 3, 1]  0.001817) 
  }
  From:  (1, 9)  {
    ([ 8, 7]  0.001176)     ([ 8, 8]  0.001865)     ([ 8, 9]  0.001843)     ([ 8, 1]  0.000859)     ([ 8, 2]  0.001341) 
    ([ 9, 7]  0.001544)     ([ 9, 8]  0.001198)     ([ 9, 9]  0.000753)     ([ 9, 1]  0.000707)     ([ 9, 2]  0.001067) 
    ([ 1, 7]  0.001416)     ([ 1, 8]  0.001934)     ([ 1, 9]  0.001021)     ([ 1, 1]  0.001859)     ([ 1, 2]  0.001584) 
    ([ 2, 7]  0.001457)     ([ 2, 8]  0.001241)     ([ 2, 9]  0.000717)     ([ 2, 1]  0.001355)     ([ 2, 2]  0.001153) 
    ([ 3, 7]  0.001893)     ([ 3, 8]  0.001870)     ([ 3, 9]  0.001936)     ([ 3, 1]  0.001327)     ([ 3, 2]  0.002091) 
  }
  From:  (2, 1)  {
    ([ 9, 8]  0.001417)     ([ 9, 9]  0.000713)     ([ 9, 1]  0.000813)     ([ 9, 2]  0.001530)     ([ 9, 3]  0.001915) 
    ([ 1, 8]  0.000839)     ([ 1, 9]  0.001288)     ([ 1, 1]  0.001836)     ([ 1, 2]  0.001697)     ([ 1, 3]  0.001675) 
    ([ 2, 8]  0.001725)     ([ 2, 9]  0.001317)     ([ 2, 1]  0.001236)     ([ 2, 2]  0.001749)     ([ 2, 3]  0.001690) 
    ([ 3, 8]  0.001781)     ([ 3, 9]  0.001125)     ([ 3, 1]  0.001291)     ([ 3, 2]  0.001792)     ([ 3, 3]  0.001922) 
    ([ 4, 8]  0.000887)     ([ 4, 9]  0.001223)     ([ 4, 1]  0.001379)     ([ 4, 2]  0.000874)     ([ 4, 3]  0.001886) 
  }
  From:  (2, 2)  {
    ([ 9, 9]  0.000845)     ([ 9, 1]  0.001528)     ([ 9, 2]  0.001692)     ([ 9, 3]  0.001485)     ([ 9, 4]  0.001899) 
    ([ 1, 9]  0.001410)     ([ 1, 1]  0.001402)     ([ 1, 2]  0.001750)     ([ 1, 3]  0.001719)     ([ 1, 4]  0.000715) 
    ([ 2, 9]  0.002013)     ([ 2, 1]  0.001411)     ([ 2, 2]  0.001978)     ([ 2, 3]  0.001829)     ([ 2, 4]  0.001369) 
    ([ 3, 9]  0.001204)     ([ 3, 1]  0.001612)     ([ 3, 2]  0.000769)     ([ 3, 3]  0.001789)     ([ 3, 4]  0.001993) 
    ([ 4, 9]  0.001978)     ([ 4, 1]  0.001500)     ([ 4, 2]  0.001732)     ([ 4, 3]  0.001164)     ([ 4, 4]  0.001925) 
  }
  From:  (2, 3)  {
    ([ 9, 1]  0.001848)     ([ 9, 2]  0.001688)     ([ 9, 3]  0.001450)     ([ 9, 4]  0.002071)     ([ 9, 5]  0.000856) 
    ([ 1, 1]  0.001310)     ([ 1, 2]  0.001583)     ([ 1, 3]  0.001671)     ([ 1, 4]  0.001306)     ([ 1, 5]  0.001754) 
    ([ 2, 1]  0.001543)     ([ 2, 2]  0.001016)     ([ 2, 3]  0.001727)     ([ 2, 4]  0.000905)     ([ 2, 5]  0.001396) 
    ([ 3, 1]  0.000801)     ([ 3, 2]  0.001857)     ([ 3, 3]  0.001608)     ([ 3, 4]  0.000928)     ([ 3, 5]  0.001081) 
    ([ 4, 1]  0.000878)     ([ 4, 2]  0.001250)     ([ 4, 3]  0.000875)     ([ 4, 4]  0.002090)     ([ 4, 5]  0.001931) 
  }
  From:  (2, 4)  {
    ([ 9, 2]  0.000941)     ([ 9, 3]  0.001016)     ([ 9, 4]  0.001183)     ([ 9, 5]  0.001096)     ([ 9, 6]  0.001024) 
    ([ 1, 2]  0.001943)     ([ 1, 3]  0.001957)     ([ 1, 4]  0.001137)     ([ 1, 5]  0.000713)     ([ 1, 6]  0.001404) 
    ([ 2, 2]  0.001684)     ([ 2, 3]  0.001370)     ([ 2, 4]  0.001866)     ([ 2, 5]  0.002095)     ([ 2, 6]  0.001215) 
    ([ 3, 2]  0.001530)     ([ 3, 3]  0.001674)     ([ 3, 4]  0.001005)     ([ 3, 5]  0.000847)     ([ 3, 6]  0.002062) 
    ([ 4, 2]  0.000716)     ([ 4, 3]  0.000885)     ([ 4, 4]  0.001132)     ([ 4, 5]  0.001317)     ([ 4, 6]  0.001029) 
  }
  From:  (2, 5)  {
    ([ 9, 3]  0.002025)     ([ 9, 4]  0.001179)     ([ 9, 5]  0.002049)     ([ 9, 6]  0.001760)     ([ 9, 7]  0.001185) 
    ([ 1, 3]  0.001341)     ([ 1, 4]  0.001305)     ([ 1, 5]  0.002088)     ([ 1, 6]  0.000712)     ([ 1, 7]  0.001342) 
    ([ 2, 3]  0.001154)     ([ 2, 4]  0.001934)     ([ 2, 5]  0.001513)     ([ 2, 6]  0.001046)     ([ 2, 7]  0.001262) 
    ([ 3, 3]  0.001605)     ([ 3, 4]  0.000802)     ([ 3, 5]  0.000715)     ([ 3, 6]  0.000842)     ([ 3, 7]  0.001373) 
    ([ 4, 3]  0.001989)     ([ 4, 4]  0.001398)     ([ 4, 5]  0.001422)     ([ 4, 6]  0.001945)     ([ 4, 7]  0.001446) 
  }
  From:  (2, 6)  {
    ([ 9, 4]  0.001829)     ([ 9, 5]  0.002089)     ([ 9, 6]  0.001371)     ([ 9, 7]  0.001003)     ([ 9, 8]  0.001225) 
    ([ 1, 4]  0.001404)     ([ 1, 5]  0.000945)     ([ 1, 6]  0.001358)     ([ 1, 7]  0.002070)     ([ 1, 8]  0.001499) 
    ([ 2, 4]  0.001003)     ([ 2, 5]  0.001714)     ([ 2, 6]  0.001302)     ([ 2, 7]  0.001399)     ([ 2, 8]  0.001535) 
    ([ 3, 4]  0.001419)     ([ 3, 5]  0.000836)     ([ 3, 6]  0.001900)     ([ 3, 7]  0.001590)     ([ 3, 8]  0.000828) 
    ([ 4, 4]  0.001012)     ([ 4, 5]  0.000902)     ([ 4, 6]  0.000828)     ([ 4, 7]  0.000968)     ([ 4, 8]  0.001960) 
  }
  From:  (2, 7)  {
    ([ 9, 5]  0.001527)     ([ 9, 6]  0.001237)     ([ 9, 7]  0.001723)     ([ 9, 8]  0.001325)     ([ 9, 9]  0.001150) 
    ([ 1, 5]  0.001193)     ([ 1, 6]  0.001461)     ([ 1, 7]  0.000892)     ([ 1, 8]  0.001365)     ([ 1, 9]  0.001441) 
    ([ 2, 5]  0.001562)     ([ 2, 6]  0.001737)     ([ 2, 7]  0.001796)     ([ 2, 8]  0.001197)     ([ 2, 9]  0.001574) 
    ([ 3, 5]  0.001307)     ([ 3, 6]  0.002000)     ([ 3, 7]  0.000880)     ([ 3, 8]  0.001135)     ([ 3, 9]  0.001718) 
    ([ 4, 5]  0.001190)     ([ 4, 6]  0.002090)     ([ 4, 7]  0.001382)     ([ 4, 8]  0.000823)     ([ 4, 9]  0.000895) 
  }
  From:  (2, 8)  {
    ([ 9, 6]  0.001357)     ([ 9, 7]  0.002082)     ([ 9, 8]  0.001035)     ([ 9, 9]  0.001874)     ([ 9, 1]  0.001076) 
    ([ 1, 6]  0.001199)     ([ 1, 7]  0.001533)     ([ 1, 8]  0.002016)     ([ 1, 9]  0.001340)     ([ 1, 1]  0.000988) 
    ([ 2, 6]  0.001232)     ([ 2, 7]  0.000908)     ([ 2, 8]  0.001184)     ([ 2, 9]  0.000860)     ([ 2, 1]  0.001584) 
    ([ 3, 6]  0.001100)     ([ 3, 7]  0.000998)     ([ 3, 8]  0.000737)     ([ 3, 9]  0.001343)     ([ 3, 1]  0.001361) 
    ([ 4, 6]  0.001442)     ([ 4, 7]  0.001298)     ([ 4, 8]  0.001286)     ([ 4, 9]  0.001245)     ([ 4, 1]  0.001819) 
  }
  From:  (2, 9)  {
    ([ 9, 7]  0.001405)     ([ 9, 8]  0.002090)     ([ 9, 9]  0.000994)     ([ 9, 1]  0.001859)     ([ 9, 2]  0.001979) 
    ([ 1, 7]  0.001746)     ([ 1, 8]  0.000752)     ([ 1, 9]  0.001297)     ([ 1, 1]  0.001605)     ([ 1, 2]  0.001294) 
    ([ 2, 7]  0.002048)     ([ 2, 8]  0.001630)     ([ 2, 9]  0.001070)     ([ 2, 1]  0.001859)     ([ 2, 2]  0.001372) 
    ([ 3, 7]  0.001003)     ([ 3, 8]  0.001063)     ([ 3, 9]  0.001173)     ([ 3, 1]  0.001060)     ([ 3, 2]  0.000917) 
    ([ 4, 7]  0.001596)     ([ 4, 8]  0.000936)     ([ 4, 9]  0.001390)     ([ 4, 1]  0.001469)     ([ 4, 2]  0.001821) 
  }
  From:  (3, 1)  {
    ([ 1, 8]  0.001372)     ([ 1, 9]  0.000877)     ([ 1, 1]  0.001991)     ([ 1, 2]  0.001258)     ([ 1, 3]  0.000929) 
    ([ 2, 8]  0.002096)     ([ 2, 9]  0.001651)     ([ 2, 1]  0.001143)     ([ 2, 2]  0.000739)     ([ 2, 3]  0.001271) 
    ([ 3, 8]  0.001402)     ([ 3, 9]  0.001248)     ([ 3, 1]  0.001390)     ([ 3, 2]  0.001960)     ([ 3, 3]  0.000858) 
    ([ 4, 8]  0.000728)     ([ 4, 9]  0.001305)     ([ 4, 1]  0.001158)     ([ 4, 2]  0.001736)     ([ 4, 3]  0.001642) 
    ([ 5, 8]  0.001549)     ([ 5, 9]  0.000941)     ([ 5, 1]  0.001441)     ([ 5, 2]  0.002022)     ([ 5, 3]  0.000779) 
  }
  From:  (3, 2)  {
    ([ 1, 9]  0.001107)     ([ 1, 1]  0.000773)     ([ 1, 2]  0.000949)     ([ 1, 3]  0.001238)     ([ 1, 4]  0.001599) 
    ([ 2, 9]  0.001769)     ([ 2, 1]  0.002077)     ([ 2, 2]  0.001538)     ([ 2, 3]  0.001532)     ([ 2, 4]  0.001931) 
    ([ 3, 9]  0.000977)     ([ 3, 1]  0.001840)     ([ 3, 2]  0.001419)     ([ 3, 3]  0.001680)     ([ 3, 4]  0.001501) 
    ([ 4, 9]  0.001717)     ([ 4, 1]  0.000936)     ([ 4, 2]  0.000891)     ([ 4, 3]  0.001674)     ([ 4, 4]  0.001678) 
    ([ 5, 9]  0.001206)     ([ 5, 1]  0.001998)     ([ 5, 2]  0.001417)     ([ 5, 3]  0.001151)     ([ 5, 4]  0.001496) 
  }
  From:  (3, 3)  {
    ([ 1, 1]  0.001196)     ([ 1, 2]  0.001219)     ([ 1, 3]  0.001742)     ([ 1, 4]  0.001881)     ([ 1, 5]  0.001034) 
    ([ 2, 1]  0.001708)     ([ 2, 2]  0.000835)     ([ 2, 3]  0.001251)     ([ 2, 4]  0.001976)     ([ 2, 5]  0.000965) 
    ([ 3, 1]  0.001143)     ([ 3, 2]  0.001623)     ([ 3, 3]  0.001338)     ([ 3, 4]  0.000730)     ([ 3, 5]  0.001417) 
    ([ 4, 1]  0.001657)     ([ 4, 2]  0.000889)     ([ 4, 3]  0.001934)     ([ 4, 4]  0.000893)     ([ 4, 5]  0.001772) 
    ([ 5, 1]  0.001337)     ([ 5, 2]  0.001909)     ([ 5, 3]  0.001031)     ([ 5, 4]  0.001928)     ([ 5, 5]  0.000734) 
  }
  From:  (3, 4)  {
    ([ 1, 2]  0.001531)     ([ 1, 3]  0.001604)     ([ 1, 4]  0.001730)     ([ 1, 5]  0.000824)     ([ 1, 6]  0.002031) 
    ([ 2, 2]  0.001932)     ([ 2, 3]  0.001544)     ([ 2, 4]  0.001864)     ([ 2, 5]  0.000750)     ([ 2, 6]  0.001019) 
    ([ 3, 2]  0.001455)     ([ 3, 3]  0.001143)     ([ 3, 4]  0.001802)     ([ 3, 5]  0.001546)     ([ 3, 6]  0.001014) 
    ([ 4, 2]  0.001664)     ([ 4, 3]  0.001298)     ([ 4, 4]  0.000715)     ([ 4, 5]  0.001298)     ([ 4, 6]  0.000791) 
    ([ 5, 2]  0.001372)     ([ 5, 3]  0.002081)     ([ 5, 4]  0.000891)     ([ 5, 5]  0.001918)     ([ 5, 6]  0.001003) 
  }
  From:  (3, 5)  {
    ([ 1, 3]  0.001997)     ([ 1, 4]  0.001378)     ([ 1, 5]  0.000723)     ([ 1, 6]  0.002042)     ([ 1, 7]  0.001200) 
    ([ 2, 3]  0.001982)     ([ 2, 4]  0.002018)     ([ 2, 5]  0.001907)     ([ 2, 6]  0.001416)     ([ 2, 7]  0.001796) 
    ([ 3, 3]  0.001828)     ([ 3, 4]  0.001901)     ([ 3, 5]  0.000854)     ([ 3, 6]  0.001069)     ([ 3, 7]  0.001435) 
    ([ 4, 3]  0.001351)     ([ 4, 4]  0.001233)     ([ 4, 5]  0.001058)     ([ 4, 6]  0.001207)     ([ 4, 7]  0.001896) 
    ([ 5, 3]  0.001458)     ([ 5, 4]  0.000896)     ([ 5, 5]  0.000774)     ([ 5, 6]  0.001218)     ([ 5, 7]  0.001917) 
  }
  From:  (3, 6)  {
    ([ 1, 4]  0.001067)     ([ 1, 5]  0.001308)     ([ 1, 6]  0.000836)     ([ 1, 7]  0.001612)     ([ 1, 8]  0.001790) 
    ([ 2, 4]  0.002037)     ([ 2, 5]  0.001996)     ([ 2, 6]  0.001816)     ([ 2, 7]  0.001261)     ([ 2, 8]  0.001868) 
    ([ 3, 4]  0.001607)     ([ 3, 5]  0.001769)     ([ 3, 6]  0.001295)     ([ 3, 7]  0.001445)     ([ 3, 8]  0.001436) 
    ([ 4, 4]  0.001105)     ([ 4, 5]  0.000874)     ([ 4, 6]  0.001053)     ([ 4, 7]  0.001585)     ([ 4, 8]  0.000886) 
    ([ 5, 4]  0.001688)     ([ 5, 5]  0.000809)     ([ 5, 6]  0.000979)     ([ 5, 7]  0.002085)     ([ 5, 8]  0.001079) 
  }
  From:  (3, 7)  {
    ([ 1, 5]  0.001835)     ([ 1, 6]  0.001416)     ([ 1, 7]  0.001003)     ([ 1, 8]  0.001365)     ([ 1, 9]  0.000960) 
    ([ 2, 5]  0.000922)     ([ 2, 6]  0.002030)     ([ 2, 7]  0.002003)     ([ 2, 8]  0.001598)     ([ 2, 9]  0.001185) 
    ([ 3, 5]  0.000955)     ([ 3, 6]  0.000756)     ([ 3, 7]  0.002043)     ([ 3, 8]  0.001723)     ([ 3, 9]  0.001754) 
    ([ 4, 5]  0.001399)     ([ 4, 6]  0.001422)     ([ 4, 7]  0.001759)     ([ 4, 8]  0.001872)     ([ 4, 9]  0.001320) 
    ([ 5, 5]  0.000988)     ([ 5, 6]  0.001814)     ([ 5, 7]  0.001824)     ([ 5, 8]  0.001038)     ([ 5, 9]  0.000921) 
  }
  From:  (3, 8)  {
    ([ 1, 6]  0.001144)     ([ 1, 7]  0.001914)     ([ 1, 8]  0.001822)     ([ 1, 9]  0.001613)     ([ 1, 1]  0.000895) 
    ([ 2, 6]  0.001443)     ([ 2, 7]  0.000764)     ([ 2, 8]  0.001065)     ([ 2, 9]  0.001471)     ([ 2, 1]  0.001198) 
    ([ 3, 6]  0.001149)     ([ 3, 7]  0.000885)     ([ 3, 8]  0.001387)     ([ 3, 9]  0.001153)     ([ 3, 1]  0.001472) 
    ([ 4, 6]  0.001256)     ([ 4, 7]  0.002041)     ([ 4, 8]  0.000832)     ([ 4, 9]  0.001812)     ([ 4, 1]  0.001130) 
    ([ 5, 6]  0.001576)     ([ 5, 7]  0.001493)     ([ 5, 8]  0.000953)     ([ 5, 9]  0.001496)     ([ 5, 1]  0.001525) 
  }
  From:  (3, 9)  {
    ([ 1, 7]  0.001267)     ([ 1, 8]  0.001681)     ([ 1, 9]  0.001006)     ([ 1, 1]  0.001361)     ([ 1, 2]  0.001078) 
    ([ 2, 7]  0.001996)     ([ 2, 8]  0.001868)     ([ 2, 9]  0.000728)     ([ 2, 1]  0.001109)     ([ 2, 2]  0.001503) 
    ([ 3, 7]  0.001706)     ([ 3, 8]  0.001455)     ([ 3, 9]  0.001880)     ([ 3, 1]  0.001978)     ([ 3, 2]  0.001411) 
    ([ 4, 7]  0.001018)     ([ 4, 8]  0.001813)     ([ 4, 9]  0.001650)     ([ 4, 1]  0.001456)     ([ 4, 2]  0.000748) 
    ([ 5, 7]  0.001356)     ([ 5, 8]  0.001804)     ([ 5, 9]  0.002099)     ([ 5, 1]  0.001528)     ([ 5, 2]  0.001593) 
  }
  From:  (4, 1)  {
    ([ 2, 8]  0.001773)     ([ 2, 9]  0.001077)     ([ 2, 1]  0.001377)     ([ 2, 2]  0.001446)     ([ 2, 3]  0.000913) 
    ([ 3, 8]  0.001180)     ([ 3, 9]  0.001085)     ([ 3, 1]  0.002050)     ([ 3, 2]  0.001393)     ([ 3, 3]  0.001570) 
    ([ 4, 8]  0.001047)     ([ 4, 9]  0.001509)     ([ 4, 1]  0.001090)     ([ 4, 2]  0.001643)     ([ 4, 3]  0.001932) 
    ([ 5, 8]  0.001368)     ([ 5, 9]  0.001616)     ([ 5, 1]  0.001047)     ([ 5, 2]  0.002090)     ([ 5, 3]  0.000859) 
    ([ 6, 8]  0.001771)     ([ 6, 9]  0.001427)     ([ 6, 1]  0.001801)     ([ 6, 2]  0.001071)     ([ 6, 3]  0.000757) 
  }
  From:  (4, 2)  {
    ([ 2, 9]  0.001099)     ([ 2, 1]  0.001270)     ([ 2, 2]  0.001219)     ([ 2, 3]  0.001301)     ([ 2, 4]  0.001257) 
    ([ 3, 9]  0.001021)     ([ 3, 1]  0.001569)     ([ 3, 2]  0.000854)     ([ 3, 3]  0.000731)     ([ 3, 4]  0.001013) 
    ([ 4, 9]  0.001443)     ([ 4, 1]  0.000918)     ([ 4, 2]  0.001127)     ([ 4, 3]  0.001695)     ([ 4, 4]  0.001651) 
    ([ 5, 9]  0.001901)     ([ 5, 1]  0.001559)     ([ 5, 2]  0.001076)     ([ 5, 3]  0.001869)     ([ 5, 4]  0.000720) 
    ([ 6, 9]  0.001326)     ([ 6, 1]  0.000831)     ([ 6, 2]  0.001743)     ([ 6, 3]  0.000837)     ([ 6, 4]  0.001585) 
  }
  From:  (4, 3)  {
    ([ 2, 1]  0.001530)     ([ 2, 2]  0.001213)     ([ 2, 3]  0.001315)     ([ 2, 4]  0.001905)     ([ 2, 5]  0.001336) 
    ([ 3, 1]  0.001673)     ([ 3, 2]  0.001141)     ([ 3, 3]  0.001620)     ([ 3, 4]  0.000963)     ([ 3, 5]  0.001130) 
    ([ 4, 1]  0.000898)     ([ 4, 2]  0.001134)     ([ 4, 3]  0.000859)     ([ 4, 4]  0.001574)     ([ 4, 5]  0.001583) 
    ([ 5, 1]  0.001960)     ([ 5, 2]  0.001749)     ([ 5, 3]  0.001397)     ([ 5, 4]  0.001999)     ([ 5, 5]  0.001095) 
    ([ 6, 1]  0.001962)     ([ 6, 2]  0.001642)     ([ 6, 3]  0.001554)     ([ 6, 4]  0.001656)     ([ 6, 5]  0.001335) 
  }
  From:  (4, 4)  {
    ([ 2, 2]  0.001960)     ([ 2, 3]  0.000769)     ([ 2, 4]  0.001248)     ([ 2, 5]  0.001701)     ([ 2, 6]  0.001880) 
    ([ 3, 2]  0.001332)     ([ 3, 3]  0.001462)     ([ 3, 4]  0.001915)     ([ 3, 5]  0.000957)     ([ 3, 6]  0.001493) 
    ([ 4, 2]  0.002014)     ([ 4, 3]  0.001980)     ([ 4, 4]  0.001309)     ([ 4, 5]  0.001883)     ([ 4, 6]  0.000866) 
    ([ 5, 2]  0.001082)     ([ 5, 3]  0.001885)     ([ 5, 4]  0.001198)     ([ 5, 5]  0.001778)     ([ 5, 6]  0.001604) 
    ([ 6, 2]  0.001778)     ([ 6, 3]  0.001964)     ([ 6, 4]  0.001651)     ([ 6, 5]  0.000754)     ([ 6, 6]  0.000729) 
  }
  From:  (4, 5)  {
    ([ 2, 3]  0.001600)     ([ 2, 4]  0.000986)     ([ 2, 5]  0.000756)     ([ 2, 6]  0.001250)     ([ 2, 7]  0.000985) 
    ([ 3, 3]  0.000713)     ([ 3, 4]  0.001868)     ([ 3, 5]  0.001778)     ([ 3, 6]  0.001322)     ([ 3, 7]  0.001152) 
    ([ 4, 3]  0.001143)     ([ 4, 4]  0.001137)     ([ 4, 5]  0.000768)     ([ 4, 6]  0.002009)     ([ 4, 7]  0.001144) 
    ([ 5, 3]  0.001084)     ([ 5, 4]  0.001056)     ([ 5, 5]  0.000883)     ([ 5, 6]  0.001186)     ([ 5, 7]  0.002024) 
    ([ 6, 3]  0.001562)     ([ 6, 4]  0.001913)     ([ 6, 5]  0.002010)     ([ 6, 6]  0.000969)     ([ 6, 7]  0.001060) 
  }
  From:  (4, 6)  {
    ([ 2, 4]  0.001124)     ([ 2, 5]  0.001185)     ([ 2, 6]  0.001871)     ([ 2, 7]  0.001666)     ([ 2, 8]  0.000953) 
    ([ 3, 4]  0.001677)     ([ 3, 5]  0.001525)     ([ 3, 6]  0.001810)     ([ 3, 7]  0.001392)     ([ 3, 8]  0.001355) 
    ([ 4, 4]  0.001487)     ([ 4, 5]  0.001278)     ([ 4, 6]  0.001565)     ([ 4, 7]  0.001400)     ([ 4, 8]  0.001474) 
    ([ 5, 4]  0.001982)     ([ 5, 5]  0.000757)     ([ 5, 6]  0.001807)     ([ 5, 7]  0.000906)     ([ 5, 8]  0.001403) 
    ([ 6, 4]  0.001803)     ([ 6, 5]  0.002009)     ([ 6, 6]  0.001845)     ([ 6, 7]  0.001856)     ([ 6, 8]  0.001833) 
  }
  From:  (4, 7)  {
    ([ 2, 5]  0.001440)     ([ 2, 6]  0.000757)     ([ 2, 7]  0.001515)     ([ 2, 8]  0.001007)     ([ 2, 9]  0.001350) 
    ([ 3, 5]  0.000958)     ([ 3, 6]  0.001486)     ([ 3, 7]  0.001384)     ([ 3, 8]  0.001453)     ([ 3, 9]  0.001967) 
    ([ 4, 5]  0.000798)     ([ 4, 6]  0.002088)     ([ 4, 7]  0.001105)     ([ 4, 8]  0.001499)     ([ 4, 9]  0.000755) 
    ([ 5, 5]  0.001440)     ([ 5, 6]  0.001213)     ([ 5, 7]  0.001841)     ([ 5, 8]  0.001676)     ([ 5, 9]  0.001440) 
    ([ 6, 5]  0.001976)     ([ 6, 6]  0.000788)     ([ 6, 7]  0.001620)     ([ 6, 8]  0.001056)     ([ 6, 9]  0.001556) 
  }
  From:  (4, 8)  {
    ([ 2, 6]  0.001958)     ([ 2, 7]  0.001508)     ([ 2, 8]  0.001395)     ([ 2, 9]  0.001967)     ([ 2, 1]  0.001354) 
    ([ 3, 6]  0.000719)     ([ 3, 7]  0.001735)     ([ 3, 8]  0.001027)     ([ 3, 9]  0.002092)     ([ 3, 1]  0.000713) 
    ([ 4, 6]  0.001522)     ([ 4, 7]  0.001102)     ([ 4, 8]  0.001025)     ([ 4, 9]  0.000951)     ([ 4, 1]  0.001627) 
    ([ 5, 6]  0.000826)     ([ 5, 7]  0.001987)     ([ 5, 8]  0.001342)     ([ 5, 9]  0.001763)     ([ 5, 1]  0.000829) 
    ([ 6, 6]  0.001298)     ([ 6, 7]  0.001730)     ([ 6, 8]  0.000913)     ([ 6, 9]  0.001926)     ([ 6, 1]  0.001882) 
  }
  From:  (4, 9)  {
    ([ 2, 7]  0.001204)     ([ 2, 8]  0.000966)     ([ 2, 9]  0.001876)     ([ 2, 1]  0.000797)     ([ 2, 2]  0.001430) 
    ([ 3, 7]  0.001048)     ([ 3, 8]  0.001413)     ([ 3, 9]  0.001378)     ([ 3, 1]  0.001276)     ([ 3, 2]  0.002046) 
    ([ 4, 7]  0.001243)     ([ 4, 8]  0.001999)     ([ 4, 9]  0.001050)     ([ 4, 1]  0.000951)     ([ 4, 2]  0.002031) 
    ([ 5, 7]  0.001265)     ([ 5, 8]  0.001632)     ([ 5, 9]  0.001786)     ([ 5, 1]  0.001035)     ([ 5, 2]  0.001899) 
    ([ 6, 7]  0.001612)     ([ 6, 8]  0.001338)     ([ 6, 9]  0.001255)     ([ 6, 1]  0.001018)     ([ 6, 2]  0.001123) 
  }
  From:  (5, 1)  {
    ([ 3, 8]  0.001895)     ([ 3, 9]  0.001505)     ([ 3, 1]  0.001292)     ([ 3, 2]  0.001500)     ([ 3, 3]  0.001938) 
    ([ 4, 8]  0.000730)     ([ 4, 9]  0.001021)     ([ 4, 1]  0.001322)     ([ 4, 2]  0.001813)     ([ 4, 3]  0.001129) 
    ([ 5, 8]  0.000777)     ([ 5, 9]  0.001960)     ([ 5, 1]  0.002052)     ([ 5, 2]  0.001989)     ([ 5, 3]  0.000979) 
    ([ 6, 8]  0.002065)     ([ 6, 9]  0.001797)     ([ 6, 1]  0.001901)     ([ 6, 2]  0.001784)     ([ 6, 3]  0.001129) 
    ([ 7, 8]  0.001193)     ([ 7, 9]  0.002016)     ([ 7, 1]  0.001446)     ([ 7, 2]  0.001496)     ([ 7, 3]  0.001152) 
  }
  From:  (5, 2)  {
    ([ 3, 9]  0.001108)     ([ 3, 1]  0.001200)     ([ 3, 2]  0.000814)     ([ 3, 3]  0.001425)     ([ 3, 4]  0.001082) 
    ([ 4, 9]  0.000992)     ([ 4, 1]  0.001178)     ([ 4, 2]  0.001487)     ([ 4, 3]  0.001962)     ([ 4, 4]  0.001756) 
    ([ 5, 9]  0.000782)     ([ 5, 1]  0.001324)     ([ 5, 2]  0.002054)     ([ 5, 3]  0.001271)     ([ 5, 4]  0.001091) 
    ([ 6, 9]  0.002033)     ([ 6, 1]  0.000894)     ([ 6, 2]  0.001649)     ([ 6, 3]  0.001803)     ([ 6, 4]  0.000809) 
    ([ 7, 9]  0.002015)     ([ 7, 1]  0.001199)     ([ 7, 2]  0.002096)     ([ 7, 3]  0.001602)     ([ 7, 4]  0.001437) 
  }
  From:  (5, 3)  {
    ([ 3, 1]  0.001742)     ([ 3, 2]  0.001662)     ([ 3, 3]  0.001934)     ([ 3, 4]  0.000812)     ([ 3, 5]  0.001471) 
    ([ 4, 1]  0.001022)     ([ 4, 2]  0.002088)     ([ 4, 3]  0.001916)     ([ 4, 4]  0.001137)     ([ 4, 5]  0.001066) 
    ([ 5, 1]  0.001161)     ([ 5, 2]  0.001023)     ([ 5, 3]  0.000855)     ([ 5, 4]  0.001835)     ([ 5, 5]  0.001187) 
    ([ 6, 1]  0.001123)     ([ 6, 2]  0.000714)     ([ 6, 3]  0.001839)     ([ 6, 4]  0.001833)     ([ 6, 5]  0.001855) 
    ([ 7, 1]  0.001925)     ([ 7, 2]  0.001800)     ([ 7, 3]  0.001416)     ([ 7, 4]  0.001322)     ([ 7, 5]  0.001572) 
  }
  From:  (5, 4)  {
    ([ 3, 2]  0.001962)     ([ 3, 3]  0.001465)     ([ 3, 4]  0.001177)     ([ 3, 5]  0.000895)     ([ 3, 6]  0.001655) 
    ([ 4, 2]  0.001376)     ([ 4, 3]  0.001893)     ([ 4, 4]  0.001923)     ([ 4, 5]  0.002100)     ([ 4, 6]  0.001681) 
    ([ 5, 2]  0.000848)     ([ 5, 3]  0.000935)     ([ 5, 4]  0.000997)     ([ 5, 5]  0.000983)     ([ 5, 6]  0.001494) 
    ([ 6, 2]  0.002024)     ([ 6, 3]  0.001057)     ([ 6, 4]  0.001435)     ([ 6, 5]  0.001141)     ([ 6, 6]  0.001183) 
    ([ 7, 2]  0.001416)     ([ 7, 3]  0.000833)     ([ 7, 4]  0.001469)     ([ 7, 5]  0.000851)     ([ 7, 6]  0.001695) 
  }
  From:  (5, 5)  {
    ([ 3, 3]  0.001714)     ([ 3, 4]  0.001772)     ([ 3, 5]  0.001622)     ([ 3, 6]  0.000872)     ([ 3, 7]  0.001853) 
    ([ 4, 3]  0.000795)     ([ 4, 4]  0.001067)     ([ 4, 5]  0.001524)     ([ 4, 6]  0.001171)     ([ 4, 7]  0.001178) 
    ([ 5, 3]  0.001865)     ([ 5, 4]  0.000876)     ([ 5, 5]  0.001810)     ([ 5, 6]  0.001738)     ([ 5, 7]  0.001672) 
    ([ 6, 3]  0.001289)     ([ 6, 4]  0.000738)     ([ 6, 5]  0.001528)     ([ 6, 6]  0.000956)     ([ 6, 7]  0.001867) 
    ([ 7, 3]  0.001581)     ([ 7, 4]  0.000902)     ([ 7, 5]  0.001915)     ([ 7, 6]  0.002009)     ([ 7, 7]  0.001270) 
  }
  From:  (5, 6)  {
    ([ 3, 4]  0.001147)     ([ 3, 5]  0.001605)     ([ 3, 6]  0.001312)     ([ 3, 7]  0.001714)     ([ 3, 8]  0.001889) 
    ([ 4, 4]  0.000837)     ([ 4, 5]  0.001461)     ([ 4, 6]  0.000877)     ([ 4, 7]  0.000954)     ([ 4, 8]  0.001823) 
    ([ 5, 4]  0.001826)     ([ 5, 5]  0.001782)     ([ 5, 6]  0.001408)     ([ 5, 7]  0.001734)     ([ 5, 8]  0.000831) 
    ([ 6, 4]  0.000799)     ([ 6, 5]  0.000849)     ([ 6, 6]  0.001467)     ([ 6, 7]  0.001850)     ([ 6, 8]  0.001536) 
    ([ 7, 4]  0.001582)     ([ 7, 5]  0.001236)     ([ 7, 6]  0.000711)     ([ 7, 7]  0.001948)     ([ 7, 8]  0.000971) 
  }
  From:  (5, 7)  {
    ([ 3, 5]  0.001589)     ([ 3, 6]  0.001569)     ([ 3, 7]  0.001627)     ([ 3, 8]  0.001805)     ([ 3, 9]  0.000978) 
    ([ 4, 5]  0.001956)     ([ 4, 6]  0.001180)     ([ 4, 7]  0.001718)     ([ 4, 8]  0.001716)     ([ 4, 9]  0.001760) 
    ([ 5, 5]  0.001907)     ([ 5, 6]  0.001560)     ([ 5, 7]  0.000813)     ([ 5, 8]  0.001893)     ([ 5, 9]  0.001566) 
    ([ 6, 5]  0.001808)     ([ 6, 6]  0.001273)     ([ 6, 7]  0.001888)     ([ 6, 8]  0.001184)     ([ 6, 9]  0.001221) 
    ([ 7, 5]  0.000838)     ([ 7, 6]  0.001413)     ([ 7, 7]  0.001419)     ([ 7, 8]  0.000907)     ([ 7, 9]  0.001661) 
  }
  From:  (5, 8)  {
    ([ 3, 6]  0.000944)     ([ 3, 7]  0.001512)     ([ 3, 8]  0.001818)     ([ 3, 9]  0.001200)     ([ 3, 1]  0.001074) 
    ([ 4, 6]  0.001095)     ([ 4, 7]  0.001224)     ([ 4, 8]  0.001971)     ([ 4, 9]  0.001031)     ([ 4, 1]  0.001997) 
    ([ 5, 6]  0.000913)     ([ 5, 7]  0.001796)     ([ 5, 8]  0.002074)     ([ 5, 9]  0.001551)     ([ 5, 1]  0.000744) 
    ([ 6, 6]  0.001383)     ([ 6, 7]  0.001731)     ([ 6, 8]  0.001838)     ([ 6, 9]  0.001646)     ([ 6, 1]  0.001040) 
    ([ 7, 6]  0.000918)     ([ 7, 7]  0.000960)     ([ 7, 8]  0.001136)     ([ 7, 9]  0.001582)     ([ 7, 1]  0.002020) 
  }
  From:  (5, 9)  {
    ([ 3, 7]  0.001324)     ([ 3, 8]  0.001111)     ([ 3, 9]  0.001953)     ([ 3, 1]  0.001649)     ([ 3, 2]  0.001719) 
    ([ 4, 7]  0.000778)     ([ 4, 8]  0.001030)     ([ 4, 9]  0.001615)     ([ 4, 1]  0.001230)     ([ 4, 2]  0.000901) 
    ([ 5, 7]  0.000995)     ([ 5, 8]  0.001824)     ([ 5, 9]  0.001914)     ([ 5, 1]  0.000811)     ([ 5, 2]  0.000852) 
    ([ 6, 7]  0.001865)     ([ 6, 8]  0.001025)     ([ 6, 9]  0.001662)     ([ 6, 1]  0.001072)     ([ 6, 2]  0.000758) 
    ([ 7, 7]  0.001295)     ([ 7, 8]  0.001142)     ([ 7, 9]  0.001457)     ([ 7, 1]  0.001767)     ([ 7, 2]  0.001254) 
  }
  From:  (6, 1)  {
    ([ 4, 8]  0.001728)     ([ 4, 9]  0.000865)     ([ 4, 1]  0.001125)     ([ 4, 2]  0.001694)     ([ 4, 3]  0.000919) 
    ([ 5, 8]  0.001277)     ([ 5, 9]  0.000963)     ([ 5, 1]  0.001944)     ([ 5, 2]  0.001457)     ([ 5, 3]  0.000820) 
    ([ 6, 8]  0.001111)     ([ 6, 9]  0.001062)     ([ 6, 1]  0.002070)     ([ 6, 2]  0.002091)     ([ 6, 3]  0.001826) 
    ([ 7, 8]  0.001795)     ([ 7, 9]  0.001090)     ([ 7, 1]  0.001824)     ([ 7, 2]  0.001605)     ([ 7, 3]  0.001891) 
    ([ 8, 8]  0.001550)     ([ 8, 9]  0.000972)     ([ 8, 1]  0.001275)     ([ 8, 2]  0.000984)     ([ 8, 3]  0.001669) 
  }
  From:  (6, 2)  {
    ([ 4, 9]  0.000917)     ([ 4, 1]  0.001139)     ([ 4, 2]  0.001919)     ([ 4, 3]  0.001929)     ([ 4, 4]  0.001053) 
    ([ 5, 9]  0.000782)     ([ 5, 1]  0.002062)     ([ 5, 2]  0.000947)     ([ 5, 3]  0.000832)     ([ 5, 4]  0.000775) 
    ([ 6, 9]  0.000764)     ([ 6, 1]  0.001598)     ([ 6, 2]  0.001965)     ([ 6, 3]  0.001618)     ([ 6, 4]  0.001337) 
    ([ 7, 9]  0.000998)     ([ 7, 1]  0.001266)     ([ 7, 2]  0.002012)     ([ 7, 3]  0.000851)     ([ 7, 4]  0.001837) 
    ([ 8, 9]  0.001974)     ([ 8, 1]  0.001548)     ([ 8, 2]  0.001131)     ([ 8, 3]  0.001287)     ([ 8, 4]  0.000702) 
  }
  From:  (6, 3)  {
    ([ 4, 1]  0.001884)     ([ 4, 2]  0.001331)     ([ 4, 3]  0.000725)     ([ 4, 4]  0.001891)     ([ 4, 5]  0.001666) 
    ([ 5, 1]  0.001322)     ([ 5, 2]  0.001033)     ([ 5, 3]  0.002074)     ([ 5, 4]  0.000813)     ([ 5, 5]  0.000847) 
    ([ 6, 1]  0.001881)     ([ 6, 2]  0.001564)     ([ 6, 3]  0.000858)     ([ 6, 4]  0.001857)     ([ 6, 5]  0.001622) 
    ([ 7, 1]  0.001692)     ([ 7, 2]  0.000912)     ([ 7, 3]  0.000880)     ([ 7, 4]  0.001078)     ([ 7, 5]  0.001006) 
    ([ 8, 1]  0.001426)     ([ 8, 2]  0.000728)     ([ 8, 3]  0.001466)     ([ 8, 4]  0.001547)     ([ 8, 5]  0.000727) 
  }
  From:  (6, 4)  {
    ([ 4, 2]  0.001396)     ([ 4, 3]  0.000846)     ([ 4, 4]  0.001172)     ([ 4, 5]  0.001099)     ([ 4, 6]  0.001885) 
    ([ 5, 2]  0.000825)     ([ 5, 3]  0.000952)     ([ 5, 4]  0.001185)     ([ 5, 5]  0.000999)     ([ 5, 6]  0.001100) 
    ([ 6, 2]  0.001817)     ([ 6, 3]  0.001698)     ([ 6, 4]  0.001093)     ([ 6, 5]  0.001337)     ([ 6, 6]  0.001736) 
    ([ 7, 2]  0.001631)     ([ 7, 3]  0.001685)     ([ 7, 4]  0.001467)     ([ 7, 5]  0.001394)     ([ 7, 6]  0.000824) 
    ([ 8, 2]  0.001058)     ([ 8, 3]  0.001358)     ([ 8, 4]  0.001909)     ([ 8, 5]  0.001978)     ([ 8, 6]  0.001194) 
  }
  From:  (6, 5)  {
    ([ 4, 3]  0.001985)     ([ 4, 4]  0.001873)     ([ 4, 5]  0.001203)     ([ 4, 6]  0.001721)     ([ 4, 7]  0.001735) 
    ([ 5, 3]  0.000756)     ([ 5, 4]  0.001856)     ([ 5, 5]  0.000866)     ([ 5, 6]  0.002059)     ([ 5, 7]  0.001531) 
    ([ 6, 3]  0.001322)     ([ 6, 4]  0.000857)     ([ 6, 5]  0.001516)     ([ 6, 6]  0.001053)     ([ 6, 7]  0.001632) 
    ([ 7, 3]  0.001450)     ([ 7, 4]  0.000835)     ([ 7, 5]  0.001667)     ([ 7, 6]  0.001434)     ([ 7, 7]  0.001785) 
    ([ 8, 3]  0.001848)     ([ 8, 4]  0.001963)     ([ 8, 5]  0.001370)     ([ 8, 6]  0.000750)     ([ 8, 7]  0.001401) 
  }
  From:  (6, 6)  {
    ([ 4, 4]  0.001261)     ([ 4, 5]  0.001561)     ([ 4, 6]  0.000999)     ([ 4, 7]  0.001716)     ([ 4, 8]  0.001503) 
    ([ 5, 4]  0.001046)     ([ 5, 5]  0.001671)     ([ 5, 6]  0.000988)     ([ 5, 7]  0.001947)     ([ 5, 8]  0.001176) 
    ([ 6, 4]  0.001624)     ([ 6, 5]  0.001594)     ([ 6, 6]  0.001320)     ([ 6, 7]  0.000942)     ([ 6, 8]  0.001559) 
    ([ 7, 4]  0.001527)     ([ 7, 5]  0.000964)     ([ 7, 6]  0.002055)     ([ 7, 7]  0.000841)     ([ 7, 8]  0.000750) 
    ([ 8, 4]  0.001466)     ([ 8, 5]  0.001583)     ([ 8, 6]  0.001779)     ([ 8, 7]  0.001451)     ([ 8, 8]  0.001415) 
  }
  From:  (6, 7)  {
    ([ 4, 5]  0.001480)     ([ 4, 6]  0.001885)     ([ 4, 7]  0.001553)     ([ 4, 8]  0.002096)     ([ 4, 9]  0.001085) 
    ([ 5, 5]  0.001482)     ([ 5, 6]  0.001273)     ([ 5, 7]  0.001152)     ([ 5, 8]  0.000750)     ([ 5, 9]  0.000761) 
    ([ 6, 5]  0.002094)     ([ 6, 6]  0.001298)     ([ 6, 7]  0.000763)     ([ 6, 8]  0.001065)     ([ 6, 9]  0.002026) 
    ([ 7, 5]  0.001713)     ([ 7, 6]  0.001633)     ([ 7, 7]  0.001680)     ([ 7, 8]  0.000914)     ([ 7, 9]  0.000972) 
    ([ 8, 5]  0.000928)     ([ 8, 6]  0.002008)     ([ 8, 7]  0.001736)     ([ 8, 8]  0.001073)     ([ 8, 9]  0.001866) 
  }
  From:  (6, 8)  {
    ([ 4, 6]  0.002098)     ([ 4, 7]  0.001962)     ([ 4, 8]  0.001470)     ([ 4, 9]  0.001750)     ([ 4, 1]  0.000820) 
    ([ 5, 6]  0.001673)     ([ 5, 7]  0.000818)     ([ 5, 8]  0.001825)     ([ 5, 9]  0.001733)     ([ 5, 1]  0.001273) 
    ([ 6, 6]  0.000949)     ([ 6, 7]  0.001831)     ([ 6, 8]  0.001530)     ([ 6, 9]  0.002024)     ([ 6, 1]  0.001167) 
    ([ 7, 6]  0.001590)     ([ 7, 7]  0.000809)     ([ 7, 8]  0.001625)     ([ 7, 9]  0.001149)     ([ 7, 1]  0.001969) 
    ([ 8, 6]  0.001587)     ([ 8, 7]  0.000993)     ([ 8, 8]  0.000760)     ([ 8, 9]  0.001391)     ([ 8, 1]  0.001874) 
  }
  From:  (6, 9)  {
    ([ 4, 7]  0.001885)     ([ 4, 8]  0.002096)     ([ 4, 9]  0.001604)     ([ 4, 1]  0.001662)     ([ 4, 2]  0.001012) 
    ([ 5, 7]  0.001070)     ([ 5, 8]  0.000761)     ([ 5, 9]  0.000821)     ([ 5, 1]  0.000841)     ([ 5, 2]  0.000900) 
    ([ 6, 7]  0.000982)     ([ 6, 8]  0.001178)     ([ 6, 9]  0.001230)     ([ 6, 1]  0.001560)     ([ 6, 2]  0.001745) 
    ([ 7, 7]  0.001366)     ([ 7, 8]  0.001847)     ([ 7, 9]  0.001296)     ([ 7, 1]  0.001478)     ([ 7, 2]  0.001361) 
    ([ 8, 7]  0.001360)     ([ 8, 8]  0.000758)     ([ 8, 9]  0.001236)     ([ 8, 1]  0.001355)     ([ 8, 2]  0.001090) 
  }
  From:  (7, 1)  {
    ([ 5, 8]  0.001603)     ([ 5, 9]  0.001063)     ([ 5, 1]  0.001078)     ([ 5, 2]  0.001227)     ([ 5, 3]  0.000959) 
    ([ 6, 8]  0.001627)     ([ 6, 9]  0.001004)     ([ 6, 1]  0.000913)     ([ 6, 2]  0.002048)     ([ 6, 3]  0.001657) 
    ([ 7, 8]  0.001738)     ([ 7, 9]  0.001768)     ([ 7, 1]  0.001401)     ([ 7, 2]  0.001284)     ([ 7, 3]  0.001568) 
    ([ 8, 8]  0.000938)     ([ 8, 9]  0.001893)     ([ 8, 1]  0.000794)     ([ 8, 2]  0.000920)     ([ 8, 3]  0.001368) 
    ([ 9, 8]  0.001285)     ([ 9, 9]  0.001401)     ([ 9, 1]  0.001496)     ([ 9, 2]  0.001021)     ([ 9, 3]  0.001117) 
  }
  From:  (7, 2)  {
    ([ 5, 9]  0.002058)     ([ 5, 1]  0.000864)     ([ 5, 2]  0.000982)     ([ 5, 3]  0.001981)     ([ 5, 4]  0.002022) 
    ([ 6, 9]  0.001463)     ([ 6, 1]  0.001192)     ([ 6, 2]  0.001058)     ([ 6, 3]  0.001736)     ([ 6, 4]  0.001724) 
    ([ 7, 9]  0.001970)     ([ 7, 1]  0.001858)     ([ 7, 2]  0.002096)     ([ 7, 3]  0.001444)     ([ 7, 4]  0.001990) 
    ([ 8, 9]  0.001045)     ([ 8, 1]  0.001928)     ([ 8, 2]  0.001260)     ([ 8, 3]  0.001621)     ([ 8, 4]  0.000831) 
    ([ 9, 9]  0.001896)     ([ 9, 1]  0.000914)     ([ 9, 2]  0.000942)     ([ 9, 3]  0.001358)     ([ 9, 4]  0.001860) 
  }
  From:  (7, 3)  {
    ([ 5, 1]  0.001162)     ([ 5, 2]  0.001864)     ([ 5, 3]  0.001287)     ([ 5, 4]  0.001986)     ([ 5, 5]  0.001758) 
    ([ 6, 1]  0.001352)     ([ 6, 2]  0.001439)     ([ 6, 3]  0.001400)     ([ 6, 4]  0.001303)     ([ 6, 5]  0.001026) 
    ([ 7, 1]  0.000925)     ([ 7, 2]  0.001972)     ([ 7, 3]  0.001887)     ([ 7, 4]  0.000713)     ([ 7, 5]  0.000937) 
    ([ 8, 1]  0.001908)     ([ 8, 2]  0.001930)     ([ 8, 3]  0.001083)     ([ 8, 4]  0.001911)     ([ 8, 5]  0.001819) 
    ([ 9, 1]  0.001239)     ([ 9, 2]  0.001220)     ([ 9, 3]  0.001274)     ([ 9, 4]  0.000711)     ([ 9, 5]  0.001088) 
  }
  From:  (7, 4)  {
    ([ 5, 2]  0.000977)     ([ 5, 3]  0.001925)     ([ 5, 4]  0.000867)     ([ 5, 5]  0.001452)     ([ 5, 6]  0.000876) 
    ([ 6, 2]  0.001553)     ([ 6, 3]  0.001853)     ([ 6, 4]  0.001547)     ([ 6, 5]  0.002005)     ([ 6, 6]  0.001336) 
    ([ 7, 2]  0.001577)     ([ 7, 3]  0.000910)     ([ 7, 4]  0.001608)     ([ 7, 5]  0.001335)     ([ 7, 6]  0.000999) 
    ([ 8, 2]  0.001219)     ([ 8, 3]  0.001079)     ([ 8, 4]  0.000952)     ([ 8, 5]  0.000878)     ([ 8, 6]  0.000713) 
    ([ 9, 2]  0.001030)     ([ 9, 3]  0.000745)     ([ 9, 4]  0.001276)     ([ 9, 5]  0.001128)     ([ 9, 6]  0.001227) 
  }
  From:  (7, 5)  {
    ([ 5, 3]  0.000982)     ([ 5, 4]  0.000848)     ([ 5, 5]  0.001395)     ([ 5, 6]  0.001319)     ([ 5, 7]  0.001796) 
    ([ 6, 3]  0.001004)     ([ 6, 4]  0.001616)     ([ 6, 5]  0.001237)     ([ 6, 6]  0.000863)     ([ 6, 7]  0.001897) 
    ([ 7, 3]  0.001712)     ([ 7, 4]  0.000832)     ([ 7, 5]  0.002029)     ([ 7, 6]  0.001292)     ([ 7, 7]  0.001649) 
    ([ 8, 3]  0.001068)     ([ 8, 4]  0.000910)     ([ 8, 5]  0.001712)     ([ 8, 6]  0.001047)     ([ 8, 7]  0.001974) 
    ([ 9, 3]  0.000849)     ([ 9, 4]  0.001044)     ([ 9, 5]  0.001357)     ([ 9, 6]  0.001507)     ([ 9, 7]  0.001554) 
  }
  From:  (7, 6)  {
    ([ 5, 4]  0.001222)     ([ 5, 5]  0.000772)     ([ 5, 6]  0.001019)     ([ 5, 7]  0.000964)     ([ 5, 8]  0.001582) 
    ([ 6, 4]  0.000773)     ([ 6, 5]  0.000720)     ([ 6, 6]  0.001057)     ([ 6, 7]  0.000905)     ([ 6, 8]  0.001772) 
    ([ 7, 4]  0.001150)     ([ 7, 5]  0.001389)     ([ 7, 6]  0.001217)     ([ 7, 7]  0.000765)     ([ 7, 8]  0.001843) 
    ([ 8, 4]  0.001873)     ([ 8, 5]  0.001807)     ([ 8, 6]  0.000752)     ([ 8, 7]  0.002020)     ([ 8, 8]  0.001747) 
    ([ 9, 4]  0.001598)     ([ 9, 5]  0.001230)     ([ 9, 6]  0.001705)     ([ 9, 7]  0.001816)     ([ 9, 8]  0.000822) 
  }
  From:  (7, 7)  {
    ([ 5, 5]  0.000763)     ([ 5, 6]  0.001697)     ([ 5, 7]  0.000985)     ([ 5, 8]  0.001008)     ([ 5, 9]  0.000906) 
    ([ 6, 5]  0.001024)     ([ 6, 6]  0.002097)     ([ 6, 7]  0.001861)     ([ 6, 8]  0.000916)     ([ 6, 9]  0.001758) 
    ([ 7, 5]  0.001634)     ([ 7, 6]  0.001083)     ([ 7, 7]  0.001849)     ([ 7, 8]  0.001682)     ([ 7, 9]  0.000942) 
    ([ 8, 5]  0.001362)     ([ 8, 6]  0.000836)     ([ 8, 7]  0.001297)     ([ 8, 8]  0.001506)     ([ 8, 9]  0.001675) 
    ([ 9, 5]  0.001451)     ([ 9, 6]  0.001089)     ([ 9, 7]  0.000871)     ([ 9, 8]  0.001706)     ([ 9, 9]  0.001691) 
  }
  From:  (7, 8)  {
    ([ 5, 6]  0.001602)     ([ 5, 7]  0.002088)     ([ 5, 8]  0.001674)     ([ 5, 9]  0.001437)     ([ 5, 1]  0.001099) 
    ([ 6, 6]  0.001465)     ([ 6, 7]  0.002060)     ([ 6, 8]  0.001118)     ([ 6, 9]  0.001114)     ([ 6, 1]  0.001651) 
    ([ 7, 6]  0.000795)     ([ 7, 7]  0.000909)     ([ 7, 8]  0.000904)     ([ 7, 9]  0.001368)     ([ 7, 1]  0.001272) 
    ([ 8, 6]  0.001489)     ([ 8, 7]  0.001544)     ([ 8, 8]  0.001835)     ([ 8, 9]  0.002092)     ([ 8, 1]  0.001852) 
    ([ 9, 6]  0.001429)     ([ 9, 7]  0.001741)     ([ 9, 8]  0.001243)     ([ 9, 9]  0.001418)     ([ 9, 1]  0.002039) 
  }
  From:  (7, 9)  {
    ([ 5, 7]  0.001458)     ([ 5, 8]  0.001198)     ([ 5, 9]  0.001483)     ([ 5, 1]  0.001802)     ([ 5, 2]  0.001979) 
    ([ 6, 7]  0.001367)     ([ 6, 8]  0.002046)     ([ 6, 9]  0.001399)     ([ 6, 1]  0.001922)     ([ 6, 2]  0.001987) 
    ([ 7, 7]  0.001599)     ([ 7, 8]  0.001280)     ([ 7, 9]  0.001573)     ([ 7, 1]  0.000881)     ([ 7, 2]  0.000835) 
    ([ 8, 7]  0.000991)     ([ 8, 8]  0.000768)     ([ 8, 9]  0.001818)     ([ 8, 1]  0.001205)     ([ 8, 2]  0.000725) 
    ([ 9, 7]  0.001297)     ([ 9, 8]  0.001069)     ([ 9, 9]  0.001547)     ([ 9, 1]  0.001131)     ([ 9, 2]  0.001982) 
  }
  From:  (8, 1)  {
    ([ 6, 8]  0.000871)     ([ 6, 9]  0.001576)     ([ 6, 1]  0.000867)     ([ 6, 2]  0.001680)     ([ 6, 3]  0.001589) 
    ([ 7, 8]  0.001625)     ([ 7, 9]  0.001725)     ([ 7, 1]  0.001434)     ([ 7, 2]  0.001449)     ([ 7, 3]  0.001685) 
    ([ 8, 8]  0.001839)     ([ 8, 9]  0.001544)     ([ 8, 1]  0.001737)     ([ 8, 2]  0.001697)     ([ 8, 3]  0.000765) 
    ([ 9, 8]  0.001592)     ([ 9, 9]  0.001032)     ([ 9, 1]  0.001590)     ([ 9, 2]  0.001302)     ([ 9, 3]  0.000912) 
    ([ 1, 8]  0.001098)     ([ 1, 9]  0.001430)     ([ 1, 1]  0.001494)     ([ 1, 2]  0.000797)     ([ 1, 3]  0.001941) 
  }
  From:  (8, 2)  {
    ([ 6, 9]  0.001433)     ([ 6, 1]  0.001691)     ([ 6, 2]  0.001396)     ([ 6, 3]  0.001550)     ([ 6, 4]  0.000795) 
    ([ 7, 9]  0.001908)     ([ 7, 1]  0.001703)     ([ 7, 2]  0.001954)     ([ 7, 3]  0.000775)     ([ 7, 4]  0.001385) 
    ([ 8, 9]  0.000953)     ([ 8, 1]  0.001009)     ([ 8, 2]  0.000920)     ([ 8, 3]  0.001069)     ([ 8, 4]  0.002051) 
    ([ 9, 9]  0.001861)     ([ 9, 1]  0.001711)     ([ 9, 2]  0.001999)     ([ 9, 3]  0.002098)     ([ 9, 4]  0.001794) 
    ([ 1, 9]  0.001731)     ([ 1, 1]  0.000980)     ([ 1, 2]  0.001638)     ([ 1, 3]  0.000709)     ([ 1, 4]  0.001784) 
  }
  From:  (8, 3)  {
    ([ 6, 1]  0.001124)     ([ 6, 2]  0.001504)     ([ 6, 3]  0.001320)     ([ 6, 4]  0.001615)     ([ 6, 5]  0.000924) 
    ([ 7, 1]  0.001036)     ([ 7, 2]  0.002092)     ([ 7, 3]  0.002025)     ([ 7, 4]  0.001971)     ([ 7, 5]  0.001624) 
    ([ 8, 1]  0.001627)     ([ 8, 2]  0.000718)     ([ 8, 3]  0.001871)     ([ 8, 4]  0.001465)     ([ 8, 5]  0.001247) 
    ([ 9, 1]  0.000776)     ([ 9, 2]  0.001878)     ([ 9, 3]  0.000716)     ([ 9, 4]  0.001023)     ([ 9, 5]  0.001390) 
    ([ 1, 1]  0.000760)     ([ 1, 2]  0.001789)     ([ 1, 3]  0.001144)     ([ 1, 4]  0.000803)     ([ 1, 5]  0.001488) 
  }
  From:  (8, 4)  {
    ([ 6, 2]  0.001049)     ([ 6, 3]  0.002009)     ([ 6, 4]  0.001594)     ([ 6, 5]  0.001942)     ([ 6, 6]  0.000870) 
    ([ 7, 2]  0.001991)     ([ 7, 3]  0.001280)     ([ 7, 4]  0.001445)     ([ 7, 5]  0.002040)     ([ 7, 6]  0.001642) 
    ([ 8, 2]  0.000959)     ([ 8, 3]  0.000997)     ([ 8, 4]  0.001841)     ([ 8, 5]  0.001436)     ([ 8, 6]  0.000898) 
    ([ 9, 2]  0.001023)     ([ 9, 3]  0.000717)     ([ 9, 4]  0.001870)     ([ 9, 5]  0.001600)     ([ 9, 6]  0.001067) 
    ([ 1, 2]  0.001721)     ([ 1, 3]  0.001772)     ([ 1, 4]  0.001443)     ([ 1, 5]  0.001670)     ([ 1, 6]  0.001573) 
  }
  From:  (8, 5)  {
    ([ 6, 3]  0.001219)     ([ 6, 4]  0.001193)     ([ 6, 5]  0.000742)     ([ 6, 6]  0.000898)     ([ 6, 7]  0.001095) 
    ([ 7, 3]  0.000879)     ([ 7, 4]  0.001636)     ([ 7, 5]  0.000851)     ([ 7, 6]  0.000817)     ([ 7, 7]  0.001489) 
    ([ 8, 3]  0.001550)     ([ 8, 4]  0.001202)     ([ 8, 5]  0.001832)     ([ 8, 6]  0.001179)     ([ 8, 7]  0.001010) 
    ([ 9, 3]  0.001942)     ([ 9, 4]  0.001307)     ([ 9, 5]  0.001466)     ([ 9, 6]  0.001373)     ([ 9, 7]  0.000992) 
    ([ 1, 3]  0.002025)     ([ 1, 4]  0.000962)     ([ 1, 5]  0.001356)     ([ 1, 6]  0.000795)     ([ 1, 7]  0.001497) 
  }
  From:  (8, 6)  {
    ([ 6, 4]  0.001163)     ([ 6, 5]  0.001689)     ([ 6, 6]  0.000798)     ([ 6, 7]  0.000928)     ([ 6, 8]  0.001959) 
    ([ 7, 4]  0.001537)     ([ 7, 5]  0.001395)     ([ 7, 6]  0.001055)     ([ 7, 7]  0.001482)     ([ 7, 8]  0.001128) 
    ([ 8, 4]  0.001158)     ([ 8, 5]  0.001427)     ([ 8, 6]  0.001113)     ([ 8, 7]  0.001833)     ([ 8, 8]  0.001183) 
    ([ 9, 4]  0.001957)     ([ 9, 5]  0.001468)     ([ 9, 6]  0.001541)     ([ 9, 7]  0.001142)     ([ 9, 8]  0.002008) 
    ([ 1, 4]  0.000807)     ([ 1, 5]  0.001280)     ([ 1, 6]  0.001783)     ([ 1, 7]  0.001777)     ([ 1, 8]  0.000876) 
  }
  From:  (8, 7)  {
    ([ 6, 5]  0.001984)     ([ 6, 6]  0.001821)     ([ 6, 7]  0.002081)     ([ 6, 8]  0.001290)     ([ 6, 9]  0.001754) 
    ([ 7, 5]  0.001566)     ([ 7, 6]  0.000765)     ([ 7, 7]  0.001115)     ([ 7, 8]  0.001195)     ([ 7, 9]  0.001633) 
    ([ 8, 5]  0.001868)     ([ 8, 6]  0.001372)     ([ 8, 7]  0.000910)     ([ 8, 8]  0.001377)     ([ 8, 9]  0.000788) 
    ([ 9, 5]  0.001810)     ([ 9, 6]  0.001841)     ([ 9, 7]  0.001284)     ([ 9, 8]  0.000916)     ([ 9, 9]  0.001769) 
    ([ 1, 5]  0.001458)     ([ 1, 6]  0.001636)     ([ 1, 7]  0.000988)     ([ 1, 8]  0.000995)     ([ 1, 9]  0.000741) 
  }
  From:  (8, 8)  {
    ([ 6, 6]  0.000902)     ([ 6, 7]  0.001756)     ([ 6, 8]  0.001226)     ([ 6, 9]  0.001202)     ([ 6, 1]  0.002020) 
    ([ 7, 6]  0.001956)     ([ 7, 7]  0.001484)     ([ 7, 8]  0.001388)     ([ 7, 9]  0.000951)     ([ 7, 1]  0.001832) 
    ([ 8, 6]  0.001178)     ([ 8, 7]  0.001444)     ([ 8, 8]  0.001763)     ([ 8, 9]  0.001644)     ([ 8, 1]  0.001892) 
    ([ 9, 6]  0.001805)     ([ 9, 7]  0.001126)     ([ 9, 8]  0.001907)     ([ 9, 9]  0.001734)     ([ 9, 1]  0.000794) 
    ([ 1, 6]  0.001494)     ([ 1, 7]  0.001743)     ([ 1, 8]  0.001336)     ([ 1, 9]  0.002061)     ([ 1, 1]  0.001493) 
  }
  From:  (8, 9)  {
    ([ 6, 7]  0.001306)     ([ 6, 8]  0.001597)     ([ 6, 9]  0.000864)     ([ 6, 1]  0.001203)     ([ 6, 2]  0.001781) 
    ([ 7, 7]  0.001265)     ([ 7, 8]  0.001738)     ([ 7, 9]  0.001874)     ([ 7, 1]  0.001878)     ([ 7, 2]  0.001469) 
    ([ 8, 7]  0.001008)     ([ 8, 8]  0.002040)     ([ 8, 9]  0.001231)     ([ 8, 1]  0.001196)     ([ 8, 2]  0.001009) 
    ([ 9, 7]  0.000892)     ([ 9, 8]  0.000924)     ([ 9, 9]  0.001260)     ([ 9, 1]  0.002003)     ([ 9, 2]  0.001925) 
    ([ 1, 7]  0.001439)     ([ 1, 8]  0.001554)     ([ 1, 9]  0.000805)     ([ 1, 1]  0.001517)     ([ 1, 2]  0.001162) 
  }
  From:  (9, 1)  {
    ([ 7, 8]  0.001672)     ([ 7, 9]  0.001259)     ([ 7, 1]  0.002036)     ([ 7, 2]  0.000778)     ([ 7, 3]  0.001128) 
    ([ 8, 8]  0.001594)     ([ 8, 9]  0.001825)     ([ 8, 1]  0.000866)     ([ 8, 2]  0.000878)     ([ 8, 3]  0.001429) 
    ([ 9, 8]  0.001471)     ([ 9, 9]  0.000866)     ([ 9, 1]  0.001038)     ([ 9, 2]  0.001114)     ([ 9, 3]  0.001521) 
    ([ 1, 8]  0.001370)     ([ 1, 9]  0.001868)     ([ 1, 1]  0.001208)     ([ 1, 2]  0.000811)     ([ 1, 3]  0.000848) 
    ([ 2, 8]  0.001515)     ([ 2, 9]  0.001735)     ([ 2, 1]  0.001265)     ([ 2, 2]  0.002001)     ([ 2, 3]  0.000966) 
  }
  From:  (9, 2)  {
    ([ 7, 9]  0.000902)     ([ 7, 1]  0.000821)     ([ 7, 2]  0.001148)     ([ 7, 3]  0.001409)     ([ 7, 4]  0.001861) 
    ([ 8, 9]  0.001133)     ([ 8, 1]  0.001608)     ([ 8, 2]  0.001516)     ([ 8, 3]  0.001877)     ([ 8, 4]  0.001203) 
    ([ 9, 9]  0.001426)     ([ 9, 1]  0.000976)     ([ 9, 2]  0.000722)     ([ 9, 3]  0.001994)     ([ 9, 4]  0.001682) 
    ([ 1, 9]  0.001311)     ([ 1, 1]  0.001370)     ([ 1, 2]  0.002074)     ([ 1, 3]  0.001114)     ([ 1, 4]  0.001655) 
    ([ 2, 9]  0.001887)     ([ 2, 1]  0.001915)     ([ 2, 2]  0.002072)     ([ 2, 3]  0.001464)     ([ 2, 4]  0.000843) 
  }
  From:  (9, 3)  {
    ([ 7, 1]  0.001865)     ([ 7, 2]  0.001581)     ([ 7, 3]  0.001933)     ([ 7, 4]  0.001565)     ([ 7, 5]  0.001879) 
    ([ 8, 1]  0.001280)     ([ 8, 2]  0.001883)     ([ 8, 3]  0.001387)     ([ 8, 4]  0.001043)     ([ 8, 5]  0.001432) 
    ([ 9, 1]  0.001981)     ([ 9, 2]  0.001263)     ([ 9, 3]  0.001250)     ([ 9, 4]  0.000846)     ([ 9, 5]  0.001401) 
    ([ 1, 1]  0.002089)     ([ 1, 2]  0.001698)     ([ 1, 3]  0.001381)     ([ 1, 4]  0.001897)     ([ 1, 5]  0.001536) 
    ([ 2, 1]  0.001088)     ([ 2, 2]  0.001115)     ([ 2, 3]  0.001015)     ([ 2, 4]  0.000963)     ([ 2, 5]  0.001388) 
  }
  From:  (9, 4)  {
    ([ 7, 2]  0.001500)     ([ 7, 3]  0.001555)     ([ 7, 4]  0.001262)     ([ 7, 5]  0.001305)     ([ 7, 6]  0.000945) 
    ([ 8, 2]  0.001744)     ([ 8, 3]  0.001334)     ([ 8, 4]  0.001786)     ([ 8, 5]  0.001024)     ([ 8, 6]  0.001773) 
    ([ 9, 2]  0.001554)     ([ 9, 3]  0.001372)     ([ 9, 4]  0.000739)     ([ 9, 5]  0.000734)     ([ 9, 6]  0.001836) 
    ([ 1, 2]  0.000831)     ([ 1, 3]  0.001244)     ([ 1, 4]  0.000839)     ([ 1, 5]  0.000967)     ([ 1, 6]  0.000810) 
    ([ 2, 2]  0.001146)     ([ 2, 3]  0.001901)     ([ 2, 4]  0.001562)     ([ 2, 5]  0.001083)     ([ 2, 6]  0.001430) 
  }
  From:  (9, 5)  {
    ([ 7, 3]  0.001748)     ([ 7, 4]  0.001900)     ([ 7, 5]  0.001308)     ([ 7, 6]  0.001283)     ([ 7, 7]  0.001930) 
    ([ 8, 3]  0.000957)     ([ 8, 4]  0.001751)     ([ 8, 5]  0.000777)     ([ 8, 6]  0.001411)     ([ 8, 7]  0.000885) 
    ([ 9, 3]  0.001569)     ([ 9, 4]  0.002051)     ([ 9, 5]  0.001515)     ([ 9, 6]  0.001343)     ([ 9, 7]  0.002001) 
    ([ 1, 3]  0.001775)     ([ 1, 4]  0.001962)     ([ 1, 5]  0.001281)     ([ 1, 6]  0.001488)     ([ 1, 7]  0.002088) 
    ([ 2, 3]  0.001562)     ([ 2, 4]  0.001991)     ([ 2, 5]  0.001130)     ([ 2, 6]  0.001621)     ([ 2, 7]  0.002070) 
  }
  From:  (9, 6)  {
    ([ 7, 4]  0.001928)     ([ 7, 5]  0.000882)     ([ 7, 6]  0.001852)     ([ 7, 7]  0.001576)     ([ 7, 8]  0.000944) 
    ([ 8, 4]  0.001606)     ([ 8, 5]  0.001784)     ([ 8, 6]  0.001420)     ([ 8, 7]  0.001282)     ([ 8, 8]  0.001367) 
    ([ 9, 4]  0.000733)     ([ 9, 5]  0.000757)     ([ 9, 6]  0.000788)     ([ 9, 7]  0.001750)     ([ 9, 8]  0.001936) 
    ([ 1, 4]  0.001682)     ([ 1, 5]  0.000830)     ([ 1, 6]  0.001165)     ([ 1, 7]  0.001569)     ([ 1, 8]  0.000864) 
    ([ 2, 4]  0.001997)     ([ 2, 5]  0.001445)     ([ 2, 6]  0.001232)     ([ 2, 7]  0.001670)     ([ 2, 8]  0.000967) 
  }
  From:  (9, 7)  {
    ([ 7, 5]  0.000773)     ([ 7, 6]  0.001421)     ([ 7, 7]  0.001379)     ([ 7, 8]  0.001750)     ([ 7, 9]  0.001451) 
    ([ 8, 5]  0.001131)     ([ 8, 6]  0.001810)     ([ 8, 7]  0.000735)     ([ 8, 8]  0.000821)     ([ 8, 9]  0.001953) 
    ([ 9, 5]  0.001441)     ([ 9, 6]  0.001264)     ([ 9, 7]  0.001755)     ([ 9, 8]  0.001004)     ([ 9, 9]  0.000890) 
    ([ 1, 5]  0.001360)     ([ 1, 6]  0.000871)     ([ 1, 7]  0.001966)     ([ 1, 8]  0.002054)     ([ 1, 9]  0.001837) 
    ([ 2, 5]  0.002074)     ([ 2, 6]  0.001687)     ([ 2, 7]  0.001144)     ([ 2, 8]  0.001495)     ([ 2, 9]  0.001027) 
  }
  From:  (9, 8)  {
    ([ 7, 6]  0.001553)     ([ 7, 7]  0.001626)     ([ 7, 8]  0.001521)     ([ 7, 9]  0.001691)     ([ 7, 1]  0.001179) 
    ([ 8, 6]  0.001820)     ([ 8, 7]  0.001009)     ([ 8, 8]  0.001226)     ([ 8, 9]  0.001207)     ([ 8, 1]  0.001388) 
    ([ 9, 6]  0.001231)     ([ 9, 7]  0.001108)     ([ 9, 8]  0.002015)     ([ 9, 9]  0.000728)     ([ 9, 1]  0.001265) 
    ([ 1, 6]  0.001789)     ([ 1, 7]  0.000942)     ([ 1, 8]  0.000855)     ([ 1, 9]  0.001091)     ([ 1, 1]  0.001599) 
    ([ 2, 6]  0.001127)     ([ 2, 7]  0.001375)     ([ 2, 8]  0.001015)     ([ 2, 9]  0.001059)     ([ 2, 1]  0.001578) 
  }
  From:  (9, 9)  {
    ([ 7, 7]  0.001072)     ([ 7, 8]  0.001223)     ([ 7, 9]  0.000721)     ([ 7, 1]  0.001497)     ([ 7, 2]  0.001960) 
    ([ 8, 7]  0.001484)     ([ 8, 8]  0.001675)     ([ 8, 9]  0.001052)     ([ 8, 1]  0.001035)     ([ 8, 2]  0.001918) 
    ([ 9, 7]  0.000730)     ([ 9, 8]  0.001226)     ([ 9, 9]  0.001362)     ([ 9, 1]  0.001484)     ([ 9, 2]  0.001533) 
    ([ 1, 7]  0.000721)     ([ 1, 8]  0.000857)     ([ 1, 9]  0.001082)     ([ 1, 1]  0.001492)     ([ 1, 2]  0.001190) 
    ([ 2, 7]  0.001492)     ([ 2, 8]  0.001263)     ([ 2, 9]  0.001539)     ([ 2, 1]  0.001988)     ([ 2, 2]  0.001154) 
  }
}

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