Source code for sparseml.tensorflow_v1.utils.summary

# Copyright (c) 2021 - present / Neuralmagic, Inc. All Rights Reserved.
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#    http://www.apache.org/licenses/LICENSE-2.0
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"""
Convenience functions for tensorboard and writing summaries to it
"""

from typing import Any

from sparseml.tensorflow_v1.utils.helpers import tf_compat


__all__ = ["write_simple_summary"]


[docs]def write_simple_summary( writer: tf_compat.summary.FileWriter, tag: str, val: Any, step: int ): """ Write a simple value summary to a writer :param writer: the writer to write the summary to :param tag: the tag to write the value under :param val: the value to write :param step: the current global step to write the value at """ value = tf_compat.Summary.Value(tag=tag, simple_value=val) summary = tf_compat.Summary(value=[value]) writer.add_summary(summary, step)