Module: orbit.utils
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Defines exported symbols for the orbit.utils package.
Classes
class EpochHelper: A helper class handle bookkeeping of epochs in custom training loops.
class LoopFnWithSummaries: Implements a two-program approach for optimizing summaries on TPU.
class OptionalSummariesFunction: Wrapper that provides versions of a function with and without summaries.
class SummaryManager: A utility class for managing summary writing.
class SummaryManagerInterface: A utility interface for managing summary writing.
Functions
create_global_step(...): Creates a tf.Variable suitable for use as a global step counter.
create_loop_fn(...): Creates a loop function driven by a Python while loop.
create_tf_while_loop_fn(...): Creates a loop function compatible with TF's AutoGraph loop conversion.
get_value(...): Returns input values, converting any TensorFlow values to NumPy values.
make_distributed_dataset(...): A utility function to help create a tf.distribute.DistributedDataset.