Update profile() to use deepcopy of model #121
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Reloading the state_dict of a profiled model fails when the new model instance was not profiled as well. Profiling alters the model state_dict by adding buffers. Profiling a model should not change the model in any way. Maybe there is a more elegant way to to this without deepcopying (remove hooks etc.)