[ITK] [ITK-users] R-SimpleITK memory management

[Yaniv, Ziv Rafael (NIH/NLM/LHC) [C]]

Hi Mathew,

Can you provide a concise example so that we can recreate the problem? I
tried the trivial thing with the code we were previously discussing, just
repeatedly running it in a loop and the memory useage is as expected,
doesn¹t change after initial run, code below:

library(SimpleITK)
library(pryr)

for(i in 1:100)
{
  print(mem_used())
  image <- ReadImage("training_001_ct.mha")
  segmented_image <- image>700
  segmented_label <- 1
  lisf <- LabelIntensityStatisticsImageFilter()
  invisible(lisf$Execute(segmented_image, image))
  print(mem_used())
}

When I ran this in R studio the memory usage was higher, but still
consistent. Apparently R studio also keeps a reference to every object
created on the command line (Hadly Wickham¹s book on Advanced R, memory
management http://adv-r.had.co.nz/memory.html).


    Ziv




On 7/6/16, 9:55 AM, "Mathew Guilfoyle" <mrguilfoyle at gmail.com> wrote:

>I'm processing a large number of CT scans using R wrapped SimpleITK
>(some filtering and then registration before a segmentation).   I'm
>running R within RStudio on OS X 10.11
>
>I'm running into memory problems with long processing runs.  Though in
>the R loops I reassign new images to the same R variable the
>underlying C++ objects do not seem to get deleted but accumulate on
>each loop - I can see steadily rising memory usage in Activity Monitor
>until R/RStudio crashes.  I have tried explicitly deleting the
>temporary images during each loop and calling the R garbage collector
>(gc()), but it doesn't seem to have an effect.  If I restart the R
>session then the memory is cleared.
>
>My understanding was that the C++ objects would get garbage collected
>once all pointers are removed but this doesn't seem to happen.  Is
>there a method to explicitly delete the C++ image objects so I can
>manage the memory usage myself?
>
>Cheers
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