/// <summary>
/// Load network's memory from database
/// </summary>
/// <param name="dbConfig"></param>
/// <param name="networkID"></param>
/// <param name="destinationMemoryFilePath"></param>
public void DBMemoryLoad(DatabaseConfig dbConfig, Guid networkID, string destinationMemoryFilePath)
{
try
{
DBSelector dbSelector = new DBSelector(dbConfig);
// Creating the general string list of memory:
List <string> memoryInTextList = new List <string>();
// Getting all layers ids' ordered by own number in network:
List <Guid> layersIDList = dbSelector.GetLayerIDList(networkID);
// As parallel fill the metadata of network:
NetworkStructure networkStructure = new NetworkStructure();
networkStructure.NeuronsByLayers = new int[layersIDList.Count];
for (int i = 0; i < layersIDList.Count; i++)
{
List <Guid> neuronsIDList = dbSelector.GetNeuronsIDList(layersIDList[i]);
// Fillin the metadata of count of neurons on current layer:
networkStructure.NeuronsByLayers[i] = neuronsIDList.Count;
for (int k = 0; k < neuronsIDList.Count; k++)
{
List <double> weightList = dbSelector.GetWeightsList(neuronsIDList[k]);
// Adding memory neuron data to text list:
string neuronDataText = $"layer_{i} neuron_{k} ";
for (int j = 0; j < weightList.Count; j++)
{
neuronDataText += weightList[j];
}
memoryInTextList.Add(neuronDataText);
// Fillin metadata of inputVectorLength of network:
if (i == 0 && k == 0)
{
networkStructure.InputVectorLength = weightList.Count;
}
}
}
// Saving memory from textList:
FileManager.SaveMemoryFromModel(networkStructure, memoryInTextList, destinationMemoryFilePath);
}
catch (Exception ex)
{
Logger.LogError(ErrorType.DBMemoryLoadError, "DB Memory loading error!\n" + ex);
Console.WriteLine($" {DateTime.Now } DB Memory loading error!\n {ex}");
}
}
