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tf.keras.utils.Progbar

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Displays a progress bar.

View aliases

Compat aliases for migration

See Migration guide for more details.

tf.compat.v1.keras.utils.Progbar

tf.keras.utils.Progbar(
    target, width=30, verbose=1, interval=0.05, stateful_metrics=None,
    unit_name='step'
)
Arguments
target Total number of steps expected, None if unknown.
width Progress bar width on screen.
verbose Verbosity mode, 0 (silent), 1 (verbose), 2 (semi-verbose)
stateful_metrics Iterable of string names of metrics that should not be averaged over time. Metrics in this list will be displayed as-is. All others will be averaged by the progbar before display.
interval Minimum visual progress update interval (in seconds).
unit_name Display name for step counts (usually "step" or "sample").

Methods

add

View source

add(
    n, values=None
)

update

View source

update(
    current, values=None, finalize=None
)

Updates the progress bar.

Arguments
current Index of current step.
values List of tuples: (name, value_for_last_step). If name is in stateful_metrics, value_for_last_step will be displayed as-is. Else, an average of the metric over time will be displayed.
finalize Whether this is the last update for the progress bar. If None, defaults to current >= self.target.

© 2020 The TensorFlow Authors. All rights reserved.
Licensed under the Creative Commons Attribution License 3.0.
Code samples licensed under the Apache 2.0 License.
https://www.tensorflow.org/versions/r2.4/api_docs/python/tf/keras/utils/Progbar

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