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); } }