private void MaxExperimentTimeExpiredEvent(object state)
{
// If at least one model was run, end experiment immediately.
// Else, wait for first model to run before experiment is concluded.
_experimentTimerExpired = true;
if (_history.Any(r => r.RunSucceeded))
{
_logger.Warning("Allocated time for Experiment of {0} seconds has elapsed with {1} models run. Ending experiment...",
_experimentSettings.MaxExperimentTimeInSeconds, _history.Count());
_currentModelMLContext.CancelExecution();
}
}
/// <summary> /// Stop the execution of pipeline in <see cref="MLContext"/> /// </summary> /// <param name="ctx"><see cref="MLContext"/> reference.</param> public static void CancelExecution(this MLContext ctx) => ctx.CancelExecution();
