/// <summary>
/// Backuping network's memory to db OR/AND local folder
/// </summary>
/// <param name="memoryFolder"></param>
/// <param name="dbConfig"></param>
/// <param name="networkStructureInfo"></param>
/// <returns>State of operation success</returns>
public bool BackupMemory(string memoryFolder, DatabaseConfig dbConfig = null, string networkStructureInfo = "no information")
{
if (_networkTeacher == null)
{
Logger.LogError(ErrorType.OperationWithNonexistentNetwork, "Database memory backuping failed!");
return(false);
}
try
{
if (_networkTeacher.CheckMemory(memoryFolder))
{
_networkTeacher.BackupMemory(memoryFolder, ".memory_backups", dbConfig, networkStructureInfo);
}
else
{
return(false);
}
return(true);
}
catch
{
return(false);
}
}
public void Train(TrainConfiguration trainConfiguration, int iterationToPause = 100)
{
if (_networkTeacher.CheckMemory(trainConfiguration.MemoryFolder))
{
_networkTeacher.TrainNets(trainConfiguration, iterationToPause);
_networkTeacher.PrintLearnStatistic(trainConfiguration, true);
if (_networkTeacher.CheckMemory(trainConfiguration.MemoryFolder))
{
_networkTeacher.BackupMemory();
}
}
else
{
Console.WriteLine("Train failed! Invalid memory!");
}
}
