private void SharedTestTimerOnElapsed(object sender, ElapsedEventArgs e)
{
if (IsTestRunning)
{
if (IsTestCanceled)
{
IsTestRunning = false;
IsTestCanceled = true;
TestComplete.Invoke(TestSysResult.Canceled);
}
else if (e.SignalTime - BeginTime > _testTimeout)
{
// timeout
IsTestRunning = false;
ProgressChanged.Invoke(100, TestSysStepResult.Bad, "МУК не включает Emerson");
TestComplete.Invoke(TestSysResult.Fail);
}
else
{
if (LastReceivedData.Diagnostic3Parsed.MukIsSwitchingEmersionOn)
{
IsTestRunning = false;
LastReceivedData = null;
ProgressChanged.Invoke(100, TestSysStepResult.Good, "Включение Emerson осуществлено");
TestComplete.Invoke(TestSysResult.Success);
}
}
}
}
/// <summary>
/// Starts the stopwatch and execute the function.
/// </summary>
private void RunTest()
{
_executionTimer = Stopwatch.StartNew();
_testFunction.Invoke();
_executionTimer.Stop();
TestComplete?.Invoke(_executionTimer.Elapsed);
}
public void Test(byte[,] input, byte[] input_tests)
{
List <double[]> features = new List <double[]>();
for (int i = 0; i < input.GetLength(0); i++)
{
double[] f = new double[input.GetLength(1)];
for (int j = 0; j < input.GetLength(1); j++)
{
f[j] = NormalizePixelValues(input[i, j]);
}
features.Add(f);
}
int count = 0, correct = 0;
for (int i = 0; i < input.GetLength(0); i++)
{
var res = nnet.FeedForward(features[i]);
count++;
double maxConfidence = 0;
int digit = 0;
for (int j = 0; j < res.Length; j++)
{
if (res[j] > maxConfidence)
{
maxConfidence = res[j];
digit = j;
}
}
if (digit == input_tests[i])
{
correct++;
}
TestProgressChanged?.Invoke(this, new TestProgressChangedEventArgs(count, correct));
//Debug.WriteLine("Predicted: " + digit + " Real: " + input_tests[i] + " Acc.: " + ((double)correct / count * 100).ToString("#.##") + "% Total: " + count + " Correct: " + correct);
}
TestComplete?.Invoke(this, new TestProgressChangedEventArgs(count, correct));
}
protected void OnTestComplete()
{
TestComplete?.Invoke(this);
}