public void StartCIFARNetworkFromFile(string filename) { Service.CIFALoader loader; LoadCIFARDataSet(out loader); network = Service.XMLBridge.Load(filename); network.SGD(loader.Data, 1, 10, 3.0, loader.TestData); }
public void StartMNISTNetworkFromFile(string filename) { Service.MNISTLoader loader; Service.MNISTLoader testLoader; LoadMNISTDataset(out loader, out testLoader); network = Service.XMLBridge.Load(filename); network.SGD(loader.Data, 2, 10, 0.5, testLoader.Data); }
private void loadNetMenuItem_Click(object sender, EventArgs e) { OpenFileDialog dialog = new OpenFileDialog(); dialog.Filter = "XML Files (*.xml) | *.xml"; if (dialog.ShowDialog() == DialogResult.OK) { network = Service.XMLBridge.Load(dialog.FileName); } }
public void StartNewCIFARNetwork() { Service.CIFALoader loader; LoadCIFARDataSet(out loader); List <int> size = new List <int> { 3072, 20, 7, 5, 10 }; network = new Core.NeuralNet(size); network.SGD(loader.Data, 2, 10, 3.0, loader.TestData); }
public void StartNewMNISTNetwork() { Service.MNISTLoader loader; Service.MNISTLoader testLoader; LoadMNISTDataset(out loader, out testLoader); List <int> size = new List <int> { 784, 30, 10 }; network = new Core.NeuralNet(size); network.SGD(loader.Data, 2, 10, 3.0, testLoader.Data); }