private void TrainStatsButton_Click(object sender, RoutedEventArgs e) //show the evaluation window upon button click
{
Process process = Process.Start("explorer.exe", CurrentProject.ConfigPath.Substring(0, CurrentProject.ConfigPath.LastIndexOf("\\")) + "\\evaluation-results");
GetAllEvalResults(ref CurrentProject);
EvalWindow evalWindow = new EvalWindow(CurrentProject.TrainTime, CurrentProject.TrainError, CurrentProject.TestError, CurrentProject.PCutoff);
evalWindow.Show();
}
private void button1_Click(object sender, EventArgs e)
{
EvalWindow.Show();
EvalWindow.Focus();
}
//MARK: Evaluation Methods
private void EvalNetwork(string elapsedTime) //evaluate the newly trained network using DeepLabCut's evaluate_network function
{
BarInteraction();
string filePath = EnvDirectory + "\\vdlc_eval_network.py";
FileSystemUtils.MurderPython();
FileSystemUtils.RenewScript(filePath, AllScripts.EvalNetwork);
FileSystemUtils.ReplaceStringInFile(filePath, "config_path_identifier", CurrentProject.ConfigPath);
Process p = new Process();
ProcessStartInfo info = new ProcessStartInfo();
info.FileName = "cmd.exe";
info.RedirectStandardInput = true;
info.UseShellExecute = false;
info.Verb = "runas";
info.CreateNoWindow = !ReadShowDebugConsole(); //if show debug console = true, then create no window has to be false
this.Dispatcher.Invoke(() => {
LoadingWindow = new LoadingWindow();
LoadingWindow.Title = "Evaluating";
LoadingWindow.Show();
LoadingWindow.Closed += LoadingClosed;
LoadingWindow.ProgressBar.Maximum = 100;
LoadingWindow.ProgressBar.Value = 100;
LoadingWindow.ProgressLabel.Content = "Just a sec...";
});
p.EnableRaisingEvents = true;
p.Exited += (sender1, e1) => {
CurrentProject.TrainTime = elapsedTime;
GetEvalResultsSaveTime(ref CurrentProject);
this.Dispatcher.Invoke(() => {
LoadingWindow.Close();
EvalWindow evalWindow = new EvalWindow(CurrentProject.TrainTime, CurrentProject.TrainError, CurrentProject.TestError, CurrentProject.PCutoff); //once done evaluating, show a window with evaluation stats
evalWindow.Show();
});
SyncUI();
EnableInteraction();
};
p.StartInfo = info;
p.Start();
globalStopWatch = new Stopwatch();
globalStopWatch.Start();
using (
StreamWriter sw = p.StandardInput) { //run the evaluation script
if (sw.BaseStream.CanWrite)
{
sw.WriteLine(Drive);
sw.WriteLine("cd " + EnvDirectory);
sw.WriteLine(FileSystemUtils.CONDA_ACTIVATE_PATH);
sw.WriteLine("conda activate " + EnvName);
sw.WriteLine("ipython vdlc_eval_network.py");
if (info.CreateNoWindow == false) //for debug purposes
{
sw.WriteLine("ECHO WHEN YOU'RE DONE, CLOSE THIS WINDOW");
p.WaitForExit();
sw.WriteLine("Done, exiting.");
}
}
}
}
