Source code for orbax.checkpoint.experimental.v1._src.training.errors
# Copyright 2026 The Orbax Authors.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
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# http://www.apache.org/licenses/LICENSE-2.0
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"""Errors encountered during training."""
[docs]
class StepAlreadyExistsError(FileExistsError):
"""Raised when a step intended for saving already exists.
This error is raised when a training step attempts to save at a step number
that already contains a checkpoint. This is intended to prevent accidental
overwriting of existing checkpoints without explicit intention.
Example Usage:
This error is typically handled during the saving process::
try:
checkpoint_manager.save(step=100)
except StepAlreadyExistsError:
print("Checkpoint already exists at step 100.")
Attributes:
step (int): The step number that already exists.
path (str): The path to the directory where the step already exists.
"""
[docs]
class StepNotFoundError(FileNotFoundError):
"""Raised when a requested step is not found.
This error is raised when a restoration operation requests a specific
training step that does not exist in the checkpoint directory. This serves
as a signal that the requested history is missing or has been deleted.
Example Usage:
This error is typically handled during the restoration process::
try:
checkpoint_manager.restore(step=200)
except StepNotFoundError:
print("Step 200 not found. Restoring latest available step.")
checkpoint_manager.restore(step=checkpoint_manager.latest_step())
Attributes:
step (int): The step number that was requested but not found.
path (str): The path where the step was expected to be found.
"""