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I am trying to apply SparseConvNet to ModelNet40 dataset (http://modelnet.cs.princeton.edu/ModelNet40.zip).
It seems that there is some memory leakage. After about 60 epochs the memory consumptino grows up from ~5Gb to ~15Gb,
My code can be found here https://github.com/yeahrmek/3DRetrieval (it is a fork of this project).
There modelNet.cpp is a copy of shrec2015.cpp modified to be used with ModelNet dataset.
I also modified OffSurfaceModelPicture class constructor to correctly load ModelNet OFF files (in some off files in ModelNet the first line is concatenated with the second)
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