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Alexandre Vassalotti Alexandre Vassalotti Why you cannot pickle generators December 29, 2009 · Filed under Python Joseph Turian wrote a post about regarding pickling generator on his blog. In his post, he says: However, generators become problematic when you want to persist your experiment’s state in order to later restart training at the same place. Unfortunately, you can’t pickle generators in Python . And it can be a bit of a PITA to workaround this, in order to save the training state. This caught my attention, because I was involved in the decision, he cites, to not allow generators to be pickled in CPython. Although Joseph’s examples are a bit convoluted, it is pretty clear why his generators cannot be pickled automatically—i.e., Python cannot pickle the operating system’s state, like file descriptors. Let’s ignore that problem for a moment and look what we would need to do to pickle a generator. Since a generator is essentially a souped-up function, we woul...
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