public void Run()
{
int counter = 0;
Parallel.ForEach(Items, file =>
{
for (int nn = 1; nn < NeuronNumber; nn++) //neuron number
{
for (int i = 0; i < RepeatForEachFile; i++) //learning tests for file with x neurons in network
{
try
{
NBN nbn = new NBN(nn, file);
var result = nbn.Run(1);
DateTime d = DateTime.Now;
History h = new History();
h.Name = String.Format("{0}_{1}_{2}_{3}_{4}_{5}_{6}_{7}", Path.GetFileNameWithoutExtension(result.Filename),
d.Year, d.Month, d.Day, d.Hour, d.Minute, d.Second, d.Millisecond);
h.Data = marekbar.Xml.Serialize <LearnResult>(result);
h.Insert();
if (PDF)
{
try
{
string filename = Common.Folder.Data + "\\" + h.Name + ".pdf";
PDFGenerate data = new PDFGenerate();
data.Filename = filename;
data.Result = result;
data.ChartFilename = GeneratePlot(result.RMSE[0], Path.GetFileNameWithoutExtension(result.Filename));
HistoryPDF pdf = new HistoryPDF(data.Result, data.ChartFilename, true);
pdf.Save(data.Filename);
}
catch
{ //don't care about it
}
}
}
catch (Exception ex)
{
ex.GetError();
}
finally
{
counter++;
if (OnUpdate != null)
{
OnUpdate(counter);
}
}
}
}
});
}
private void saveToPdfSimple(bool flag)
{
try
{
String filename = Common.Dialog.Save(LearnByError.Internazional.Resource.Inst.Get("r68"), "pdf");
if (filename != "" && result != null)
{
String chartFilename = Common.Folder.Data + "\\" +
DateTime.Now.ToString().Replace(':', '_').Replace(' ', '_').Replace('-', '_') + ".bmp";
chart.SaveImage(chartFilename, System.Drawing.Imaging.ImageFormat.Bmp);
PDFGenerate tmp = new PDFGenerate();
tmp.Filename = filename;
tmp.Result = result;
tmp.ChartFilename = chartFilename;
var bw = new System.ComponentModel.BackgroundWorker();
bw.DoWork += (a, b) =>
{
var data = (PDFGenerate)b.Argument;
HistoryPDF pdf = new HistoryPDF(data.Result, data.ChartFilename, flag);
if (pdf.Save(data.Filename))
{
pdf.Open();
b.Result = LearnByError.Internazional.Resource.Inst.Get("r69") + data.Filename;
}
else
{
b.Result = LearnByError.Internazional.Resource.Inst.Get("r70");
}
};
bw.RunWorkerCompleted += (a, b) =>
{
status.Text = (String)b.Result;
progress.Visible = false;
};
progress.Visible = true;
bw.RunWorkerAsync(tmp);
}
}
catch (Exception ex)
{
ex.ToLog();
status.Text = ex.Message;
}
}