Utilities for Trainer ----------------------------------------------------------------------------------------------------------------------- This page lists all the utility functions used by :class:`~transformers.Trainer`. Most of those are only useful if you are studying the code of the Trainer in the library. Utilities ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ .. autoclass:: transformers.EvalPrediction .. autofunction:: transformers.set_seed .. autofunction:: transformers.torch_distributed_zero_first Callbacks internals ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ .. autoclass:: transformers.trainer_callback.CallbackHandler Distributed Evaluation ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ .. autoclass:: transformers.trainer_pt_utils.DistributedTensorGatherer :members: