private static void Model_EpochEnd(object sender, EpochEndEventArgs e)
{
if (e.ValidationLoss > 0)
{
Console.WriteLine("Epoch: {0}, Samples/sec: {1}, Loss: {2}, Acc: {3}, Val_Loss: {4}, Val_Acc: {5}, Elapse: {6}", e.Epoch, e.SamplesSeen, e.Loss, e.Metric, e.ValidationLoss, e.ValidationMetric, e.Duration);
}
else
{
Console.WriteLine("Epoch: {0}, Samples/sec: {1}, Loss: {2}, Acc: {3}, Elapse: {4}", e.Epoch, e.SamplesSeen, e.Loss, e.Metric, e.Duration);
}
}
private void WorkerThread_ProgressChanged(object sender, ProgressChangedEventArgs e)
{
EpochEndEventArgs epochEndEventArgs = (EpochEndEventArgs)e.UserState;
txtConsole.AppendText(string.Format("Iteration: {0}, Loss: {1}, Metric: {2}"
, epochEndEventArgs.Epoch, epochEndEventArgs.Loss, epochEndEventArgs.Metric));
txtConsole.AppendText("\n");
DataRow dr = trainingData.NewRow();
dr["Iteration"] = epochEndEventArgs.Epoch;
dr["Loss"] = epochEndEventArgs.Loss;
dr["Metric"] = epochEndEventArgs.Metric;
trainingData.Rows.Add(dr);
chartTraining.DataBind();
chartTraining.Update();
}
private static void Model_EpochEnd(object sender, EpochEndEventArgs e)
{
Console.WriteLine("Epoch: {0}, Loss: {1}, Metric: {2}, Duration: {3}ms", e.Epoch, e.Loss, e.Metric, e.Duration);
}
private static void Model_EpochEnd(object sender, EpochEndEventArgs e)
{
Console.WriteLine(string.Format("Iteration: {0}, Loss: {1}, Metric: {2}, Duration: {3}"
, e.Epoch, e.Loss, e.Metric, e.Duration));
}
private static void Model_EpochEnd(object?sender, EpochEndEventArgs e)
{
ConsoleUI.WriteLine(e.ToString());
}
private static void Model_EpochEnd(object sender, EpochEndEventArgs e)
{
Console.WriteLine("Epoch: {0}, Loss: {1}, Acc: {2}", e.Epoch, e.Loss, e.Metric);
}
private void Model_BatchEnd(object sender, EpochEndEventArgs e)
{
WorkerThread.ReportProgress(10, e);
}
