//Constructor
/// <summary>
/// Creates an uninitialized instance
/// </summary>
/// <param name="settings">Readout layer configuration</param>
/// <param name="dataRange">Range of input/output data</param>
public ReadoutLayer(ReadoutLayerSettings settings, Interval dataRange)
{
_settings = settings.DeepClone();
_dataRange = dataRange.DeepClone();
foreach (ReadoutLayerSettings.ReadoutUnitSettings rus in _settings.ReadoutUnitCfgCollection)
{
if (!rus.OutputRange.BelongsTo(_dataRange.Min) || !rus.OutputRange.BelongsTo(_dataRange.Max))
{
throw new Exception($"Readout unit {rus.Name} does not support data range <{_dataRange.Min}; {_dataRange.Max}>.");
}
}
//Clusters
_clusterCollection = new ReadoutUnit[_settings.ReadoutUnitCfgCollection.Count][];
_clusterErrStatisticsCollection = new List <ClusterErrStatistics>();
return;
}
//Constructor
/// <summary>
/// Creates an uninitialized instance
/// </summary>
/// <param name="settings">Readout layer configuration</param>
public ReadoutLayer(ReadoutLayerSettings settings)
{
_settings = settings.DeepClone();
_predictorNormalizerCollection = null;
_outputNormalizerCollection = null;
_predictorsMapper = null;
foreach (ReadoutLayerSettings.ReadoutUnitSettings rus in _settings.ReadoutUnitCfgCollection)
{
if (!rus.OutputRange.BelongsTo(DataRange.Min) || !rus.OutputRange.BelongsTo(DataRange.Max))
{
throw new Exception($"Readout unit {rus.Name} does not support data range <{DataRange.Min}; {DataRange.Max}>.");
}
}
//Clusters
_clusterCollection = new ReadoutUnit[_settings.ReadoutUnitCfgCollection.Count][];
_clusterErrStatisticsCollection = new List <ClusterErrStatistics>();
return;
}
//Constructor
/// <summary>
/// Creates an uninitialized instance
/// </summary>
/// <param name="settings">Readout layer configuration</param>
public ReadoutLayer(ReadoutLayerSettings settings)
{
Settings = (ReadoutLayerSettings)settings.DeepClone();
Reset();
return;
}
//Constructor
/// <summary>
/// Creates an uninitialized instance.
/// </summary>
/// <param name="readoutLayerCfg">The readout layer configuration.</param>
public ReadoutLayer(ReadoutLayerSettings readoutLayerCfg)
{
ReadoutLayerCfg = (ReadoutLayerSettings)readoutLayerCfg.DeepClone();
Reset();
return;
}