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Fix an error when applying regularizers to RNN parameters #4

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Fix an error when applying regularizers to RNN parameters #4

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Commits on Dec 6, 2019

  1. Update parameter values in-place. 

    Avoids the following error when applying regularizers to RNN parameters:

/pytorch/aten/src/ATen/native/cudnn/RNN.cpp:1268: UserWarning: RNN module weights are not part of single contiguous chunk of memory. This means they need to be compacted at every call, possibly greatly increasing memory usage. To compact weights again call flatten_parameters().
    @bdusell
    bdusell committed Dec 6, 2019
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  2. Update gitignore.

    @bdusell
    bdusell committed Dec 6, 2019
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