// Constructor
public NeuralNet(int width, int height, string log_dir, string log_ext, string model_dir, string model_ext, string config_ext)
{
this.width = width;
this.height = height;
this.log_dir = log_dir;
this.log_ext = log_ext;
this.model_dir = model_dir;
this.model_ext = model_ext;
this.config_ext = config_ext;
// Attempt to reset the invoked library
//np.arange(1);
//PythonEngine.BeginAllowThreads();
K.DisableEager();
K.ClearSession();
K.ResetUids();
}
// Neural model loading and saving routines
public void LoadModel(string stime)
{
K.DisableEager();
K.ClearSession();
K.ResetUids();
string filename = Utils.GetFileWithoutExtension(model_dir, stime);
config = (Config)FileIO.DeSerializeXml(typeof(Config), filename + config_ext);
if (config == null || string.IsNullOrEmpty(config.Model))
{
throw new Exception("Invalid config file");
}
model_loaded = BaseModel.ModelFromJson(config.Model);
model_loaded.LoadWeight(filename + model_ext);
model_loaded.Summary();
starttime = config.StartTime;
}
