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Ok there are some major issues with your command

  • -precalcValBufSize 10 -precalcIdxBufSize 200 you do know that this will slow down the training incredibly? You are limiting the memory to a single 10 bites ... which seems plain wrong. Try setting it at default values which are 1024 at least! 1GB of memory is available on most systems these days.
  • You POS:NEG rate seems wrong to me. Normally the background has more variance then the object class. So you should use a ration of 1:2 at least.
  • The fact that it is halting is that it cannot read new negative samples it seems. Can you ensure that all paths of the file are actually readable?