private void btThreadWrite_Click(object sender, EventArgs e)
{
WorkerThread.RunWorkerAsync();
for (int x = 0; x < 100; x++)
{
//Debug.WriteLine("Main: Debug Message " + x.ToString());
Trace.WriteLine("Main: Trace Message " + x.ToString());
System.Threading.Thread.Sleep(20);
Application.DoEvents();
}
}
private void BtnTrain_Click(object sender, EventArgs e)
{
LoadTrain();
LoadTest();
iterations = 200;
batchSize = 32;
model = new NeuralNet(new Adam(), new BinaryCrossEntropy(), new BinaryAccuacy());
model.Add(new FullyConnected(7, 32, "relu"));
model.Add(new FullyConnected(32, 32, "relu"));
model.Add(new FullyConnected(32, 1, "sigmoid"));
model.BatchEnd += Model_BatchEnd;
WorkerThread.RunWorkerAsync();
}
private void BtnTrain_Click(object sender, EventArgs e)
{
LoadTrain();
LoadTest();
iterations = 100;
batchSize = 32;
model = new NeuralNet(new Adam(), new MeanSquaredError(), new MeanAbsoluteError());
model.Add(new FullyConnected(13, 26, "relu"));
model.Add(new FullyConnected(26, 13, "relu"));
model.Add(new FullyConnected(13, 1));
model.BatchEnd += Model_BatchEnd;
WorkerThread.RunWorkerAsync();
}
private void BtnXORTest_Click(object sender, EventArgs e)
{
x = new NDArray(4, 2);
x.Load(0, 0, 0, 1, 1, 0, 1, 1);
y = new NDArray(4, 1);
y.Load(0, 1, 1, 0);
iterations = 750;
batchSize = 2;
model = new NeuralNet(new Adam(), new BinaryCrossEntropy(), new BinaryAccuacy());
model.Add(new FullyConnected(2, 8, "relu"));
model.Add(new FullyConnected(8, 4, "relu"));
model.Add(new FullyConnected(4, 1, "sigmoid"));
model.BatchEnd += Model_BatchEnd;
WorkerThread.RunWorkerAsync();
}
void StartEndlessThread()
{
if (ComponentManager.PowerDown || m_Destroyed)
{
return;
}
buttonEndlessStart.Sensitive = false;
buttonEndlessStop.Sensitive = true;
lock (mEndlessThreadSemaphore)
{
myThreadId++;
String name = String.Format("Endless {0}:{1}", myThreadHeader, myThreadId);
String description = "Endless WorkerThread";
Message(String.Format("Thread {0} started", name));
mEndlessThread = new WorkerThread(name, description);
mEndlessThread.WorkerSupportsCancellation = true;
mEndlessThread.WorkerReportsProgress = false;
mEndlessThread.DoWork += new DoWorkEventHandler(mThreadEndless_DoWork);
mEndlessThread.RunWorkerCompleted += new RunWorkerCompletedEventHandler(mThreadEndless_RunWorkerCompleted);
mEndlessThread.RunWorkerAsync(ThreadPriority.BelowNormal);
}
}
void StartNewThread()
{
if (ComponentManager.PowerDown || m_Destroyed)
{
return;
}
buttonStartThread.Sensitive = false;
lock (mWorkerThreadSemaphore)
{
myThreadId++;
String name = String.Format("{0}:{1}", myThreadHeader, myThreadId);
String description = "Example how to use WorkerThread";
Message(String.Format("Thread {0} started", name));
mWorkerThread = new WorkerThread(name, description);
mWorkerThread.WorkerSupportsCancellation = true;
mWorkerThread.WorkerReportsProgress = true;
mWorkerThread.DoWork += new DoWorkEventHandler(mWorkerThread_DoWork);
mWorkerThread.ProgressChanged += new ProgressChangedEventHandler(mWorkerThread_ProgressChanged);
mWorkerThread.RunWorkerCompleted += new RunWorkerCompletedEventHandler(mWorkerThread_RunWorkerCompleted);
mWorkerThread.RunWorkerAsync(ThreadPriority.BelowNormal);
}
}