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Live.make_dvcyaml()
Writes DVC configuration for
metrics, plots, and parameters to
Live.dvc_file.
def make_dvcyaml()Usage
from dvclive import Live
live = Live()
live.log_param("lr", 0.01)
live.log_metric("acc", 0.9)
live.log_sklearn_plot("confusion_matrix", [0, 0, 1, 1], [1, 0, 0, 1])
live.make_dvcyaml()Description
Creates dvc.yaml, which describes and configures metrics, plots, and
parameters. DVC tools use this file to show reports and experiments tables.
Live.next_step() and Live.end() will call Live.make_dvcyaml() internally,
so you don't need to call both (unless dvcyaml=None).
params:
- dvclive/params.yaml
metrics:
- dvclive/metrics.json
plots:
- dvclive/plots/metrics
- dvclive/plots/sklearn/confusion_matrix.json:
template: confusion
x: actual
y: predicted
title: Confusion Matrix
x_label: True Label
y_label: Predicted Label