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Improve hyperparmeter logging #318

@cpnota

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@cpnota

Pytorch's implementation of add_hparams isn't really quite correctly. In particular, it creates a new events file for every write, which is not quite what we want. We should write our own implementation that writes everything to the same events file. Related to #157 .

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