/// <summary>
/// The deep copy constructor
/// </summary>
/// <param name="source">Source instance</param>
public ReadoutLayerSettings(ReadoutLayerSettings source)
{
//Copy
TestDataRatio = source.TestDataRatio;
NumOfFolds = source.NumOfFolds;
ReadoutUnitCfgCollection = new List <ReadoutUnitSettings>();
foreach (ReadoutUnitSettings rus in source.ReadoutUnitCfgCollection)
{
ReadoutUnitCfgCollection.Add(rus.DeepClone());
}
return;
}
//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;
}
//Methods
/// <summary>
/// See the base.
/// </summary>
public override bool Equals(object obj)
{
if (obj == null)
{
return(false);
}
ReadoutLayerSettings cmpSettings = obj as ReadoutLayerSettings;
if (TestDataRatio != cmpSettings.TestDataRatio ||
NumOfFolds != cmpSettings.NumOfFolds ||
ReadoutUnitCfgCollection.Count != cmpSettings.ReadoutUnitCfgCollection.Count
)
{
return(false);
}
for (int i = 0; i < ReadoutUnitCfgCollection.Count; i++)
{
if (!ReadoutUnitCfgCollection[i].Equals(cmpSettings.ReadoutUnitCfgCollection[i]))
{
return(false);
}
}
return(true);
}
/// <summary>
/// The deep copy constructor.
/// </summary>
/// <param name="source">The source instance.</param>
public ReadoutLayerSettings(ReadoutLayerSettings source)
: this(source.TaskDefaultsCfg, source.ReadoutUnitsCfg, source.OneTakesAllGroupsCfg)
{
return;
}
/// <summary>
/// Creates the deep copy instance of this instance
/// </summary>
public ReadoutLayerSettings DeepClone()
{
ReadoutLayerSettings clone = new ReadoutLayerSettings(this);
return(clone);
}
//Constructor
/// <summary>
/// Creates an uninitialized instance
/// </summary>
/// <param name="settings">Readout layer configuration</param>
public ReadoutLayer(ReadoutLayerSettings settings)
{
Settings = (ReadoutLayerSettings)settings.DeepClone();
Reset();
return;
}
/// <summary>
/// The deep copy constructor
/// </summary>
/// <param name="source">Source instance</param>
public ReadoutLayerSettings(ReadoutLayerSettings source)
: this(source.ReadoutUnitsCfg, source.TestDataRatio, source.Folds, source.Repetitions, source.DefaultNetworksCfg)
{
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;
}