dvclive
is an open-source Python library for monitoring the
progress of metrics during training of machine learning models.
Dvclive integrates seamlessly with DVC and the logs it
produces can be fed as dvc plots
. However, dvc
is not needed to work with
dvclive
logs, and since they're saved as easily parsable TSV files, you can
use your preferred visualization method.
We have created Dvclive with two principles in mind:
dvclive
installation doesn't have requirements besides
Python.dvc
recognizes when its being used along with
dvclive
. This enables useful features automatically, like producing model
training summaries, among others.