Hey there

I’ve run into some problems with the way my MITK plugin behaves. What the 
plugin does, is asking the user for some parameters, choosing data sets and 
pass all the input to an ITK filter. This works for smaller (i’ll get back to 
what this means in a moment) images, but fails on larger ones. The ITK filter 
is a 3d graph cut segmentation filter developed previously. Important to know 
about graph cut segmentation is, that it allocates a big graph (1 vertex for 
each voxel + neighborhood connections) and runs some calculations on it. To 
give you some feeling for how large these graphs are, the previously mentioned 
“smaller” image is be 122x255x299voxel which will result in 1813MB for the 
graph. 

The calculation via the plugin for the small image takes ~15 seconds. This is 
about the same as the standalone (wrapped with a CLI application) ITK filter. 
However, once the image size increases, the MITK plugin will slow down 
significantly compared to the standalone. At a graph size of 2048MB 
(174x279x199 vox), the MITK plugin takes up to 100 seconds while the standalone 
is at around 50seconds. This gap will increase exponentially. It somewhat 
resembles the time complexity of the ITK filter once the graph gets bigger than 
the available physical memory (thrashing).

The calculations run in a QThread worker that i schedule via 
QThreadPool::globalInstance()->start(worker, QThread::HighPriority). I already 
tried removing the QThread overhead and starting the worker manually in the 
main plugin thread, this didn’t change anything (besides the GUI not updating, 
obviously…).

Does anybody have any idea what could cause this? Does MITK limit the amount of 
available memory to a plugin? I’d love to provide a minimal working example, 
but because the whole thing is rather complex and i’m somewhat short on time, i 
currently cannot provide one.

Thank you,
Thomas
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