Add weight averaging and storing methods in references utils #3352
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Summary: * Adding the average_checkpoints() method. * Adding the store_model_weights() method. Reviewed By: mthrok Differential Revision: D26422441 fbshipit-source-id: 7737ffb4a10611039e65d1963f83f17fa88339e8
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During the training and release of pre-trained models, there were a few methods that I found very useful and I thought to add them in the repo for future reference:
average_checkpoints(): Useful for averaging checkpoints. Taken from FairSeq.store_model_weights(): Useful for producing files with pre-trained weights from the checkpoints of training scripts. Adapted from @fmassa's reference script.