public LearningTestResult(NeuralNetworkTest test, NeuralNetworkTestResult result)
{
Contract.Requires(test != null);
Contract.Requires(result != null);
Contract.Requires(test.TestValueUnits.Length == result.Count);
Test = test;
Result = result;
}
protected override double ComputeMSE()
{
Debug.Assert(strategy.CurrentTest != null);
lock (strategy.Network.SyncRoot)
{
items.Apply();
LastResult = strategy.CurrentTest.Test(strategy.Network);
return LastResult.MSE;
}
}
NeuralNetworkTestResult IParallelLearningStrategy.DoIteration(NeuralNetworkTest test)
{
CurrentTest = test;
bool improved = process.Step();
if (last == null || improved)
{
last = process.LastResult;
}
return last;
}
protected internal override void InitializeNewRun()
{
if (process == null) process = new Process(this); else process.Reset();
CurrentTest = null;
last = null;
}
protected override double ComputeMSE()
{
LastResult = strategy.CurrentTest.Test(strategy.Network);
return LastResult.MSE;
}
protected override double ComputeMSE()
{
LastResult = owner.CurrentTest.Test(owner.Network);
return LastResult.MSE;
}
