public void Test(FCM fcm, int generations, string[] args)
{
var startTime = DateTime.Now;
for (int generation = 0; generation < generations; generation++)
{
Console.WriteLine("\nTest generation: {0} of {1}", generation, generations);
LoggerFactory.SetLogLevel(LogLevel.Warning);
LoggerFactory.DeactivateConsoleLogging();
SimulationStarter task = SimulationStarter.Start(this.modelDescription, args);
Stopwatch stopWatch = new Stopwatch();
stopWatch.Start();
SimulationWorkflowState loopResults = task.Run();
if (loopResults.IsFinished)
{
stopWatch.Stop();
// Console.WriteLine($"Simulation execution finished in {stopWatch.ElapsedMilliseconds / 1000:N2} seconds");
stopWatch.Restart();
fcm.Run(false);
stopWatch.Stop();
// Console.WriteLine($"FCM finished in {stopWatch.ElapsedMilliseconds / 100:N2} seconds");
GC.Collect();
}
}
}
public void Train(FCM fcm, int generations, float targetFitness, Boolean saveGenomes, string[] args)
{
var startTime = DateTime.Now;
for (int generation = 0; generation < generations; generation++)
{
Console.WriteLine("\nGeneration: {0} of {1}", generation, generations);
LoggerFactory.SetLogLevel(LogLevel.Warning);
LoggerFactory.DeactivateConsoleLogging();
SimulationStarter task = SimulationStarter.Start(this.modelDescription, args);
Stopwatch stopWatch = new Stopwatch();
stopWatch.Start();
SimulationWorkflowState loopResults = task.Run();
if (loopResults.IsFinished)
{
stopWatch.Stop();
Console.WriteLine($"Simulation execution finished in {stopWatch.ElapsedMilliseconds / 1000:N2} seconds");
stopWatch.Restart();
fcm.Run(true, targetFitness, saveGenomes);
stopWatch.Stop();
Console.WriteLine($"FCM finished in {stopWatch.ElapsedMilliseconds / 100:N2} seconds");
GC.Collect();
}
}
string filename = FileUtils.CreateTimestampedFilename("Genomes", DateTime.Now, ".csv");
fcm.WriteGenomes(filename);
fcm.WriteGenomes("genomes.csv");
}