internal virtual void UninitializeInternal()
{
lock (SyncRoot)
{
if (initialized)
{
UninitializeData();
sw.Reset();
currentIteration = 0;
initialized = false;
bestResult = currentResult = null;
}
}
}
public void Step()
{
lock (SyncRoot)
{
if (this.currentTest == null) throw new InvalidOperationException("Cannot start epoch. Test is null.");
if (!initialized)
{
sw.Start();
try
{
InitializeInternal();
}
finally
{
sw.Stop();
}
}
sw.Start();
try
{
var testResult = Step(this.currentTest);
currentResult = new LearningTestResult(this.currentTest, testResult);
if (bestResult == null || testResult.MSE < bestResult.MSE)
{
bestResult = new LearningTestResult(this.currentTest, testResult);
}
}
finally
{
sw.Stop();
}
currentIteration++;
}
}
internal virtual void InitializeInternal()
{
lock (SyncRoot)
{
if (!initialized)
{
InitializeNewRun();
sw.Reset();
currentIteration = 0;
initialized = true;
bestResult = currentResult = null;
}
}
}