public static void LanderTrain()
{
const int MOMENTUM_ADJUSTMENT = 21;
const int CACHE_MARGIN = 0;
const bool USE_MOM_AVG = false;
// setting
Console.WriteLine("\n\nRLM network settings:");
int sessions = Util.GetInput("Enter Number of Sessions [default 100]: ", 100);
int startRand = Util.GetInput("Enter start randomness [default 30]: ", 30);
int endRand = Util.GetInput("Enter end randomness [default 0]: ", 0);
int maxLinearBracket = Util.GetInput("Max linear bracket value [default 15]: ", 15);
int minLinearBracket = Util.GetInput("Min linear bracket value [default 3]: ", 3);
Console.WriteLine();
try
{
var pilot = new RLMPilot(true, sessions, startRand, endRand, maxLinearBracket, minLinearBracket);
Stopwatch watch = new Stopwatch();
watch.Start();
Console.WriteLine();
for (int i = 0; i < sessions; i++)
{
pilot.StartSimulation(i, true);
}
watch.Stop();
Console.WriteLine($"\nElapsed: {watch.Elapsed}\n");
int showPredictedOutput = Util.GetInput("Show landing simulation for AI prediction? [No - 0, Yes - 1 default]: ", 1);
if (showPredictedOutput == 1)
{
pilot.Learn = false;
pilot.StartSimulation(sessions, true);
}
Console.WriteLine("hit enter to continue...");
pilot.TrainingDone();
Console.ReadLine();
}
catch (Exception e)
{
if (e.InnerException != null && e.InnerException is RlmDefaultConnectionStringException)
{
Console.WriteLine($"Error: {e.InnerException.Message}");
}
else
{
Console.WriteLine($"ERROR: {e.Message}");
}
}
}
public void LanderTrain()
{
const int MOMENTUM_ADJUSTMENT = 21;
const int CACHE_MARGIN = 0;
const bool USE_MOM_AVG = false;
// settings
Console.WriteLine("\nRLM network settings:");
if (!inputsHasValue)
{
sessions = Util.GetInput("Enter Number of Sessions [default 100]: ", 100);
startRand = Util.GetInput("Enter start randomness [default 30]: ", 30);
endRand = Util.GetInput("Enter end randomness [default 0]: ", 0);
maxLinearBracket = Util.GetInput("Max linear bracket value [default 15]: ", 15);
minLinearBracket = Util.GetInput("Min linear bracket value [default 3]: ", 3);
}
Console.WriteLine();
try
{
pilot = new RLMPilot(true, sessions, startRand, endRand, maxLinearBracket, minLinearBracket);
// execute it on another thread as not to block the RLM training
Console.WriteLine("\nPress 'd' to show Data persistence progress\n");
Task.Run(() =>
{
while (!Console.KeyAvailable && Console.ReadKey(true).Key == ConsoleKey.D)
{
pilot.ShowDataPersistenceProgress = true;
}
});
Stopwatch watch = new Stopwatch();
watch.Start();
Console.WriteLine();
pilot.ResetRLMRandomization();
for (int i = 0; i < sessions; i++)
{
pilot.StartSimulation(i, true);
}
watch.Stop();
Console.WriteLine($"\nTotal Elapsed Time: {watch.ElapsedMilliseconds}\n");
int showPredictedOutput = 0;//Util.GetInput("Show landing simulation for AI prediction? [No - 0, Yes - 1 default]: ", 1);
if (showPredictedOutput == 1)
{
pilot.Learn = false;
pilot.StartSimulation(sessions, true);
}
pilot.TrainingDone(watch.Elapsed, sessions);
}
catch (Exception e)
{
if (e.InnerException != null && e.InnerException is RlmDefaultConnectionStringException)
{
Console.WriteLine($"Error: {e.InnerException.Message}");
}
else
{
Console.WriteLine($"ERROR: {e.Message}");
}
}
}