[mlpack-svn] [MLPACK] #209: Armadillo matrix transposition doubles memory usage for a matrix

MLPACK Trac trac at coffeetalk-1.cc.gatech.edu
Fri Mar 9 20:27:43 EST 2012


#209: Armadillo matrix transposition doubles memory usage for a matrix
------------------------------+---------------------------------------------
 Reporter:  jcline3           |        Owner:  rcurtin
     Type:  defect            |       Status:  new    
 Priority:  major             |    Milestone:         
Component:  armadillo sparse  |     Keywords:         
 Blocking:                    |   Blocked By:         
------------------------------+---------------------------------------------
 This was with a large CSV loaded via the kmeans executable, profiled using
 valgrind's massif tool.

 This isn't a big problem for small matrices, but when it uses several GB
 of memory...

 One possibility: https://en.wikipedia.org/wiki/In-
 place_matrix_transposition

 Another might be to modify the way Armadillo loads files?

-- 
Ticket URL: <https://trac.research.cc.gatech.edu/fastlab/ticket/209>
MLPACK <www.fast-lab.org>
MLPACK is an intuitive, fast, and scalable C++ machine learning library developed by the FASTLAB at Georgia Tech under Dr. Alex Gray.


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