//--------------------------------------------------
private void BenchMarker_BenchmarkComplete(object sender, BenchmarkCompleteArgs e)
//--------------------------------------------------
{
_benchmarkRunning = false;
switch ((ExitCodes)e.ExitCode)
{
case ExitCodes.Normal:
OutputLog += "Benchmark finished.\n";
if (_benchmarkData.Count != 0)
{
var byAccuracy = _benchmarkData.Select(x => x).OrderByDescending(x => x.Error).First();
OutputLog += $"Most accurate:\n Neurons - {string.Join(", ", byAccuracy.HiddenNeurons.LayerDefinitions.Select(x => x.Neurons).ToArray())}\n Average error - {byAccuracy.Error}\n";
var byNeurons = _benchmarkData.Select(x => x).OrderBy(x => x.HiddenNeurons.NeuronCount).First();
OutputLog += $"Least neurons:\n Neurons - {string.Join(", ", byNeurons.HiddenNeurons.LayerDefinitions.Select(x => x.Neurons).ToArray())}\n Average error - {byNeurons.Error}";
}
else
{
OutputLog += "No stable networks generated.";
}
break;
case ExitCodes.Cancelled:
OutputLog += "Benchmark cancelled.\n";
break;
}
_benchmarkData.Clear();
}
private void OnBenchmarkComplete(BenchmarkCompleteArgs e) => BenchmarkComplete?.Invoke(this, e);