void Awake()
{
this.testbench = null;
this.inputSelector = null;
this.targetSelector = null;
this.closeView = false;
}
public void createTestbench()
{
Debug.Log("Creating Testbench");
dataset.setTargetAttribute(includeIndices[this.targetSelector.GetComponent <VariableSelector>().value - 1]);
dataset.buildMatrix();
int numberOfInputs = this.inputSelector.GetComponent <VariableSelector>().value;
if (numberOfInputs < dataset.includeIndices.Count)
{
dataset.reduceDimensions(numberOfInputs);
}
else
{
numberOfInputs = dataset.includeIndices.Count;
}
dataset.partitionDataset(this.partitionSlider.GetComponent <Slider>().value);
List <int> hiddenLayerSizes = new List <int>();
foreach (GameObject selector in hiddenLayerSelectors)
{
hiddenLayerSizes.Add(selector.GetComponent <VariableSelector>().value);
}
this.testbench = new Testbench(dataset, hiddenLayerSizes, 0.1f);
}
public void Initialize(Testbench testbench)
{
this.newTestbench = testbench;
this.view = Instantiate(neuralNetworkViewPrefab, Vector3.zero, Quaternion.identity, this.transform);
this.view.GetComponent <NeuralNetworkView>().setNeuralNetwork(testbench.network, "full");
List <string> inputNames = new List <string>();
List <string> activationFunctions = new List <string>();
if (testbench.dataset.singularValues != null)
{
inputNames = new List <string>(Functions.map((x => "Singular value: " + x.ToString()), testbench.dataset.singularValues.ToArray()));
}
else
{
inputNames = testbench.dataset.getInputNames();
}
this.view.GetComponent <NeuralNetworkView>().setNeuronNames(inputNames, new List <string>(testbench.dataset.getTargetStringClasses()));
this.view.GetComponent <NeuralNetworkView>().setNeuronActivationFunctions(testbench.network.getActivationFunctions());
this.trainingMenu = Instantiate(trainingMenuPrefab, Vector3.zero, Quaternion.identity, this.transform);
this.trainingMenu.GetComponent <Canvas>().worldCamera = view.GetComponent <NeuralNetworkView>().camera;
this.trainingMenu.GetComponent <Canvas>().renderMode = RenderMode.ScreenSpaceCamera;
this.trainingMenu.GetComponent <Canvas>().planeDistance = 1.0f;
}
public static void Run()
{
Testbench tb = new Testbench();
DesignContext.Instance.Elaborate();
///remember start time
Start = System.DateTime.Now.Ticks;
DesignContext.Instance.Simulate(Cycles * Testbench.ClockCycle);
#if RUNANALYSIS
// Now convert the design to VHDL and embed it into a Xilinx ISE project
XilinxProject project = new XilinxProject(@".\hdl_output", "Arbiter");
project.PutProperty(EXilinxProjectProperties.DeviceFamily, EDeviceFamily.Spartan3);
project.PutProperty(EXilinxProjectProperties.Device, EDevice.xc3s1500l);
project.PutProperty(EXilinxProjectProperties.Package, EPackage.fg676);
project.PutProperty(EXilinxProjectProperties.SpeedGrade, ESpeedGrade._4);
project.PutProperty(EXilinxProjectProperties.PreferredLanguage, EHDL.VHDL);
VHDLGenerator codeGen = new VHDLGenerator();
SynthesisEngine.Create(DesignContext.Instance, project).Synthesize(codeGen);
project.Save();
// Now convert the design to VHDL and embed it into a Xilinx ISE project
XilinxProject project_SC = new XilinxProject(@".\SystemC_output", "SimpleCounter");
project_SC.PutProperty(EXilinxProjectProperties.DeviceFamily, EDeviceFamily.Spartan3);
project_SC.PutProperty(EXilinxProjectProperties.Device, EDevice.xc3s1500l);
project_SC.PutProperty(EXilinxProjectProperties.Package, EPackage.fg676);
project_SC.PutProperty(EXilinxProjectProperties.SpeedGrade, ESpeedGrade._4);
project_SC.PutProperty(EXilinxProjectProperties.PreferredLanguage, EHDL.VHDL);
SystemCGenerator codeGen_SC = new SystemCGenerator();
SynthesisEngine.Create(DesignContext.Instance, project_SC).Synthesize(codeGen_SC);
project_SC.Save();
#endif
}
public static void Run()
{
Testbench tb = new Testbench();
DesignContext.Instance.Elaborate();
///remember start time
Start = System.DateTime.Now.Ticks;
DesignContext.Instance.Simulate(Cycles * Testbench.ClockCycle);
#if RUNANALYSIS
// Now convert the design to VHDL and embed it into a Xilinx ISE project
XilinxProject project = new XilinxProject(@".\hdl_output", "Arbiter");
project.PutProperty(EXilinxProjectProperties.DeviceFamily, EDeviceFamily.Spartan3);
project.PutProperty(EXilinxProjectProperties.Device, EDevice.xc3s1500l);
project.PutProperty(EXilinxProjectProperties.Package, EPackage.fg676);
project.PutProperty(EXilinxProjectProperties.SpeedGrade, ESpeedGrade._4);
project.PutProperty(EXilinxProjectProperties.PreferredLanguage, EHDL.VHDL);
VHDLGenerator codeGen = new VHDLGenerator();
SynthesisEngine.Create(DesignContext.Instance, project).Synthesize(codeGen);
project.Save();
// Now convert the design to VHDL and embed it into a Xilinx ISE project
XilinxProject project_SC = new XilinxProject(@".\SystemC_output", "SimpleCounter");
project_SC.PutProperty(EXilinxProjectProperties.DeviceFamily, EDeviceFamily.Spartan3);
project_SC.PutProperty(EXilinxProjectProperties.Device, EDevice.xc3s1500l);
project_SC.PutProperty(EXilinxProjectProperties.Package, EPackage.fg676);
project_SC.PutProperty(EXilinxProjectProperties.SpeedGrade, ESpeedGrade._4);
project_SC.PutProperty(EXilinxProjectProperties.PreferredLanguage, EHDL.VHDL);
SystemCGenerator codeGen_SC = new SystemCGenerator();
SynthesisEngine.Create(DesignContext.Instance, project_SC).Synthesize(codeGen_SC);
project_SC.Save();
#endif
}
