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The Optuna plug-in no longer reports metrics automatically. Please call report_metrics whenever the metrics are ready to be sent to the trial.
Bug Fixes
Fixes an issue where the plug-in would incorrectly attempt to report metrics when on_validation_end hadn't been called and therefore mistakenly reported the wrong metrics. This in turn resulted in the plug-in reporting metrics that were one validation cycle behind the current cycle.
Updated the docs to ensure they are consistent with the code.
Fixed an issue where online docs did not show source code.