//запуск теста мниста
private void mnistTestButton_Click(object sender, EventArgs e)
{
if (Information.NN == null)
{
printErrorMessage("NN не создана");
return;
}
if (Information.isMnistLearn && Information.answNames.Count == 10)
{
ReadMnist readMnist = new ReadMnist(false, true);
string[] fileNames2 = Information.answNames.ToArray();
LoadFromFile lF2 = new LoadFromFile(fileNames2);
List <List <float> > answList = lF2.ConvertIntoList();
Information.NN.MnistTest(readMnist, answList);
}
else
{
MessageBox.Show("Error Mnist Learn Not Active");
}
}
//Начать учить НН
private async void startLearnNN(object sender, EventArgs e)
{
int MaxEp;
if (int.TryParse(textBoxLearnRate.Text, out MaxEp))
{
Information.NN.MaxEp = MaxEp;
}
int DistPrint;
if (int.TryParse(textBoxMoment.Text, out DistPrint))
{
Information.NN.DistPrint = DistPrint;
}
if (Information.pattNames.Count == Information.answNames.Count &&
Information.pattNames.Count != 0)
{
string[] fileNames1 = Information.pattNames.ToArray();
LoadFromFile lF1 = new LoadFromFile(fileNames1);
string[] fileNames2 = Information.answNames.ToArray();
LoadFromFile lF2 = new LoadFromFile(fileNames2);
List <List <float> > pattList = lF1.ConvertIntoList();
List <List <float> > answList = lF2.ConvertIntoList();
Information.NN.Learning(pattList.Count, pattList, answList);
}
else if (Information.isMnistLearn && Information.answNames.Count == 10)
{
ReadMnist readMnist = new ReadMnist(true, false);
//File.WriteAllLines("mnist_data.txt", Information.mnistStrs);
string[] fileNames2 = Information.answNames.ToArray();
LoadFromFile lF2 = new LoadFromFile(fileNames2);
List <List <float> > answList = lF2.ConvertIntoList();
Information.NN.LearningMnist(readMnist, answList);
}
else if (Information.isFormatLearn)
{
if (Information.NN != null)
{
openFileDialog1.FileName = "Выбор файла NN";
openFileDialog1.Filter = "*(*.txt)|*.txt";
openFileDialog1.InitialDirectory = Directory.GetCurrentDirectory() + @"\formatData";
if (openFileDialog1.ShowDialog() == DialogResult.OK)
{
string filePath = openFileDialog1.FileName;
Information.FormatFilePath = filePath;
Tuple <PatternsType, KeysType, AnswersType> data = FormatLoad(filePath);
PatternsType pattList = data.Item1;
KeysType keys = data.Item2;
AnswersType answList = data.Item3;
await Information.NN.LearningFormat(pattList, keys, answList);
}
else
{
FormConsole.PrintlnAndScroll("erroe open file dialog");
}
}
else
{
FormConsole.PrintlnAndScroll("erroe NN is not define");
}
}
else
{
printErrorMessage("Неверно заданы образцы и ответы");
}
}
