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>The tracking URI is valid up to an hour or less. If you restart your script after some idle time, use the get_mlflow_tracking_uri API to get a new URI.
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Set the MLflow experiment name with `set_experiment()` and start your training run with `start_run()`. Then use `log_metric()` to activate the MLflow logging API and begin logging your training run metrics.
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