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Investigate multiprocessing memory usage further #69

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@bengioe

It's not clear that we are doing multiprocessing in the best way possible.

  • we have been seeing problems with too many shared tensors being created, the current patch to that is Reduce load on shared memory #59 (which naively pickles everything!)
  • we obviously waste time copying tensors and objects from/to workers

A great enhancement for this project would be to dig deeper into those problems.

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