/// <summary>
/// Print out epoch sessions
/// </summary>
/// <param name="nn">neural network</param>
/// <param name="data">whole input data</param>
/// <param name="labels">whole labels</param>
/// <param name="epochs">number of epochs</param>
/// <param name="curEpoch">current epoch</param>
/// <param name="index">current data index</param>
public static void trainResult(NeuralNetwork <T> nn,
double[][] data, T[] labels, int curEpoch, int batchSize, NeuralNetwork.CustomTextBox aiTextBox)
{
int success = 0;
for (int batchIndex = 0; batchIndex < batchSize; batchIndex++)
{
if (labels[batchIndex].Equals(nn.determine(data[batchIndex])))
{
success++;
}
}
// edge case to be implemented
Console.WriteLine("Epoch " + curEpoch + ": " + success + " / " + batchSize);
if (aiTextBox.Lines.Length == 6)
{
NeuralNetwork.CustomTextBox temp = new NeuralNetwork.CustomTextBox();
for (int i = 1; i < aiTextBox.Lines.Length; i++)
{
temp.Text += aiTextBox.Lines[i] + "\n";
}
temp.Text += "Epoch " + curEpoch + ": " + success + " / " + batchSize;
aiTextBox.Invoke(new Action(() =>
{
aiTextBox.Text = temp.Text;
}));
}
else
{
aiTextBox.Invoke(new Action(() =>
{
aiTextBox.Text += "\nEpoch " + curEpoch + ": " + success + " / " + batchSize;
}));
}
}
/// <summary>
/// Write message to AI Text Box
/// </summary>
/// <param name="message">Message</param>
/// <param name="aiTextBox">AI text box</param>
public static void WriteToAITextBox(String message, NeuralNetwork.CustomTextBox aiTextBox)
{
if (aiTextBox.Lines.Length == 6)
{
NeuralNetwork.CustomTextBox temp = new NeuralNetwork.CustomTextBox();
for (int i = 1; i < aiTextBox.Lines.Length; i++)
{
temp.Text += aiTextBox.Lines[i] + "\n";
}
temp.Text += message;
aiTextBox.Invoke(new Action(() =>
{
aiTextBox.Text = temp.Text;
}));
}
else
{
aiTextBox.Invoke(new Action(() =>
{
aiTextBox.Text += message;
}));
}
}