public static DashboardTaskProperty CreateTaskProperty(MyTask task, string propertyName)
{
if (propertyName == null)
{
propertyName = "Enabled";
}
return(new DashboardTaskProperty(task, task.GetType().GetProperty(propertyName)));
}
/// <summary>
/// Return task of given type from given node
/// </summary>
/// <param name="node">Node</param>
/// <param name="type">Type of task</param>
/// <returns>Task</returns>
protected MyTask GetTaskByType(MyWorkingNode node, Type type)
{
foreach (PropertyInfo taskPropInfo in node.GetInfo().TaskOrder)
{
MyTask task = node.GetTaskByPropertyName(taskPropInfo.Name);
if (task.GetType().ToString() == type.ToString())
{
return(task);
}
}
return(null);
}
private string GenerateVariablesCode()
{
StringBuilder defs = new StringBuilder();
StringBuilder init = new StringBuilder();
init.AppendLine("public static void __InitGeneratedVariables(MyCSharpNodeGroup owner) { ");
if (GenerateVariables)
{
foreach (string nodeIdentifier in m_nodeVariables.Keys)
{
MyNode node = GetChildNodeById(m_nodeVariables[nodeIdentifier]);
string nodeTypeName = node.GetType().FullName.Replace('+', '.');
if (node != null)
{
defs.AppendLine("static " + nodeTypeName + " " + nodeIdentifier + ";");
init.AppendLine(nodeIdentifier + " = (" + nodeTypeName + ")owner.GetChildNodeById(" + node.Id + ");");
}
}
foreach (string taskIdentifier in m_taskVariables.Keys)
{
MyWorkingNode wNode = (MyWorkingNode)GetChildNodeById(m_taskVariables[taskIdentifier].Item1);
MyTask task = wNode.GetTaskByPropertyName(m_taskVariables[taskIdentifier].Item2);
if (task != null)
{
string taskTypeName = task.GetType().FullName.Replace('+', '.');
defs.AppendLine("static " + taskTypeName + " " + taskIdentifier + ";");
init.AppendLine(taskIdentifier + " = (" + taskTypeName + ")((MyWorkingNode)owner.GetChildNodeById(" + wNode.Id + ")).GetTaskByPropertyName(\"" + m_taskVariables[taskIdentifier].Item2 + "\");");
}
}
}
init.AppendLine("}");
return(defs.ToString() + init.ToString());
}
private void UpdateWebBrowser()
{
if (Target != null)
{
string author;
string status;
string summary;
string description;
string include;
m_mainForm.Documentation.HasAuthor(Target.GetType(), out author);
CheckText(ref author);
m_mainForm.Documentation.HasStatus(Target.GetType(), out status);
CheckText(ref status);
m_mainForm.Documentation.HasSummary(Target.GetType(), out summary);
CheckText(ref summary);
m_mainForm.Documentation.HasDescription(Target.GetType(), out description);
CheckText(ref description);
if (m_mainForm.Documentation.HasDocElement(Target.GetType(), "externdoc", out include))
{
webBrowser.Navigate(include);
}
else
{
string html = "<html><head><meta http-equiv=\"X-UA-Compatible\" content=\"IE=11\"/>";
html += "<style type=\"text/css\">" + m_style + "</style></head><body>";
html += "<h1>" + Target.GetType().Name + "</h1>";
html += "<em>Author: " + author + "<br/> Status: " + status + "</em>";
html += "<p>" + summary + "</p>";
html += "<h2>Node description</h2>";
html += "<p>" + description + "</p>";
MyNodeInfo nodeInfo = Target.GetInfo();
if (Target is MyWorkingNode)
{
foreach (string taskName in nodeInfo.KnownTasks.Keys)
{
MyTask task = (Target as MyWorkingNode).GetTaskByPropertyName(taskName);
Type taskType = task.GetType();
m_mainForm.Documentation.HasSummary(taskType, out summary);
CheckText(ref summary);
if (taskType.Name != task.Name)
{
html += "<h3>" + taskType.Name + " \u2014 " + task.Name + "</h3>";
}
else
{
html += "<h3>" + taskType.Name + "</h3>";
}
html += "<p>" + summary + "</p>";
}
html += "</body></html>";
webBrowser.DocumentText = html;
}
}
}
}
public void CreatesAndRunsMNIST()
{
using (var runner = new MyProjectRunner())
{
MyProject project = runner.CreateProject(typeof(MyMNISTWorld));
MyWorld world = project.World;
var neuralGroup = project.CreateNode <MyNeuralNetworkGroup>();
project.Network.AddChild(neuralGroup);
var hiddenLayer = project.CreateNode <MyHiddenLayer>();
neuralGroup.AddChild(hiddenLayer);
var outputLayer = project.CreateNode <MyOutputLayer>();
neuralGroup.AddChild(outputLayer);
var accumulator = project.CreateNode <MyAccumulator>();
neuralGroup.AddChild(accumulator);
// Connect the nodes.
project.Connect(project.Network.GroupInputNodes[0], neuralGroup, 0, 0);
project.Connect(project.Network.GroupInputNodes[1], neuralGroup, 0, 1);
project.Connect(neuralGroup.GroupInputNodes[0], hiddenLayer, 0, 0);
project.Connect(neuralGroup.GroupInputNodes[1], outputLayer, 0, 1);
project.Connect(hiddenLayer, outputLayer, 0, 0);
project.Connect(outputLayer, accumulator, 1, 0);
// Setup the nodes.
MyTask sendMnistData = world.GetTaskByPropertyName("SendTrainingMNISTData");
Assert.NotNull(sendMnistData);
sendMnistData.GetType().GetProperty("RandomEnumerate").SetValue(sendMnistData, true);
sendMnistData.GetType().GetProperty("ExpositionTime").SetValue(sendMnistData, 1);
world.GetType().GetProperty("Binary").SetValue(world, true);
hiddenLayer.Neurons = 40;
accumulator.ApproachValue.ApproachMethod = MyAccumulator.MyApproachValueTask.SequenceType.Momentum;
accumulator.ApproachValue.Delta = 0.1f;
accumulator.ApproachValue.Target = 0;
accumulator.ApproachValue.Factor = 0.9f;
// Enable tasks.
project.World.EnableDefaultTasks();
neuralGroup.EnableDefaultTasks();
neuralGroup.RMS.Enabled = true;
hiddenLayer.EnableDefaultTasks();
outputLayer.EnableDefaultTasks();
accumulator.EnableDefaultTasks();
accumulator.ApproachValue.Enabled = true;
// Run the simulation.
runner.RunAndPause(100);
float error = runner.GetValues(accumulator.Id)[0];
Assert.True(error < 0.5f);
//runner.SaveProject(@"c:\foobar.brain");
}
}
public MyDebugTaskNode(MyTask task, Action enabledCallback) : base(task)
{
Icon = Properties.Resources.gears;
OwnerName = task.GetType().Name;
m_enabledCallback = enabledCallback;
}
public MyDebugTaskNode(MyTask task) : base(task)
{
Icon = Properties.Resources.gears;
OwnerName = task.GetType().Name;
}