orbit.utils.EpochHelper

A helper class handle bookkeeping of epochs in custom training loops.

orbit.utils.EpochHelper(
    epoch_steps: int, global_step: tf.Variable
)

Args
`epoch_steps`	An integer indicating how many steps are in an epoch.
`global_step`	A `tf.Variable` providing the current global step.

Attributes
`batch_index`	Index of the next batch within the current epoch.
`current_epoch`

Attributes

batch_index Index of the next batch within the current epoch.

current_epoch

epoch_begin()

Returns whether a new epoch should begin.

epoch_end()

Returns whether the current epoch should end.

Except as otherwise noted, the content of this page is licensed under the Creative Commons Attribution 4.0 License, and code samples are licensed under the Apache 2.0 License. For details, see the Google Developers Site Policies. Java is a registered trademark of Oracle and/or its affiliates. Some content is licensed under the numpy license.

Last updated 2024-11-01 UTC.