public ModelTraining StartTraining()
{
startTime = DateTime.Now.Ticks / 10000;
// Clear GUI
labelStatus.Text = "-";
ff.Name = cboxModelName.Text;
ff.MaxEpochs = int.Parse(tboxEpochs.Text);
labelStatus.Text = "Fetch training data...";
initBodyList = app.Dataset.BodyListEnabled();
labelStatus.Text = "Start training...";
ff.JobArgument = jobArgument;
openJobs = parallelJobs;
ff.JobIndex = 0;
startStopButton1.IsRunning = true;
ff.StopTraining(paraJobs); // stop potential old jobs.
paraJobs.Clear();
Cursor.Current = Cursors.WaitCursor;
var t = new Thread(() =>
{
for (int jIdx = 0; jIdx < openJobs; jIdx++)
{
if (jIdx > 0)
{
System.Threading.Thread.Sleep(1000 * (jIdx + 2));
}
ff.JobIndex = jIdx;
paraJobs.Add(ff.StartTraining());
}
});
t.Start();
while (!t.Join(50))
{
Application.DoEvents();
}
Cursor.Current = Cursors.Default;
return(this);
}
