//Constructor
/// <summary>
/// Creates an uninitialized instance
/// </summary>
/// <param name="taskType">Type of the task</param>
/// <param name="settings">Readout layer configuration</param>
/// <param name="rand">Random object to be used</param>
public ReadoutLayer(CommonEnums.TaskType taskType,
ReadoutLayerSettings settings,
System.Random rand
)
{
_taskType = taskType;
_settings = settings.DeepClone();
_rand = rand;
_clusterCollection = new ReadoutUnit[_settings.OutputFieldNameCollection.Count][];
_clusterErrStatisticsCollection = new List <ClusterErrStatistics>();
return;
}
//Constructors
/// <summary>
/// Creates an initialized instance
/// </summary>
/// <param name="neuralPreprocessorCfg">Configuration of the neural preprocessor</param>
/// <param name="readoutLayerCfg">Configuration of the readout layer</param>
/// <param name="mapperCfg">Configuration of mapper of predictors to readout units</param>
/// <param name="randomizerSeek">Specifies random number generator's initial seek</param>
public StateMachineSettings(NeuralPreprocessorSettings neuralPreprocessorCfg,
ReadoutLayerSettings readoutLayerCfg,
MapperSettings mapperCfg = null,
int randomizerSeek = DefaultRandomizerSeek)
{
NeuralPreprocessorCfg = neuralPreprocessorCfg == null ? null : (NeuralPreprocessorSettings)neuralPreprocessorCfg.DeepClone();
ReadoutLayerCfg = (ReadoutLayerSettings)readoutLayerCfg.DeepClone();
MapperCfg = mapperCfg == null ? null : (MapperSettings)mapperCfg.DeepClone();
RandomizerSeek = randomizerSeek;
Check();
return;
}
//Constructor
/// <summary>
/// Creates an uninitialized instance.
/// </summary>
/// <param name="readoutLayerConfig">The configuration of the readout layer.</param>
public VerificationResults(ReadoutLayerSettings readoutLayerConfig)
{
ReadoutLayerConfig = (ReadoutLayerSettings)readoutLayerConfig.DeepClone();
ComputationResultBundle = new ResultBundle();
ReadoutUnitStatCollection = new List <ReadoutUnitErrorStat>(ReadoutLayerConfig.ReadoutUnitsCfg.ReadoutUnitCfgCollection.Count);
for (int i = 0; i < ReadoutLayerConfig.ReadoutUnitsCfg.ReadoutUnitCfgCollection.Count; i++)
{
ReadoutUnitStatCollection.Add(new ReadoutUnitErrorStat(i, ReadoutLayerConfig.ReadoutUnitsCfg.ReadoutUnitCfgCollection[i]));
}
OneTakesAllGroupStatCollection = new List <OneTakesAllGroupErrorStat>();
if (ReadoutLayerConfig.OneTakesAllGroupsCfg != null)
{
foreach (OneTakesAllGroupSettings groupCfg in ReadoutLayerConfig.OneTakesAllGroupsCfg.OneTakesAllGroupCfgCollection)
{
int[] unitIndexes = ReadoutLayerConfig.GetOneTakesAllGroupMemberRUnitIndexes(groupCfg.Name).ToArray();
OneTakesAllGroupStatCollection.Add(new OneTakesAllGroupErrorStat(groupCfg.Name, unitIndexes, ReadoutLayerConfig.ReadoutUnitsCfg.ReadoutUnitCfgCollection));
}
}
return;
}
//Constructor
/// <summary>
/// Creates initialized instance
/// </summary>
/// <param name="readoutLayerConfig">Configuration of the Readout Layer</param>
public VerificationResults(ReadoutLayerSettings readoutLayerConfig)
{
ReadoutLayerConfig = (ReadoutLayerSettings)readoutLayerConfig.DeepClone();
ComputationResultBundle = new ResultBundle();
ReadoutUnitStatCollection = new List <ReadoutUnitStat>(ReadoutLayerConfig.ReadoutUnitsCfg.ReadoutUnitCfgCollection.Count);
for (int i = 0; i < ReadoutLayerConfig.ReadoutUnitsCfg.ReadoutUnitCfgCollection.Count; i++)
{
ReadoutUnitStatCollection.Add(new ReadoutUnitStat(i, ReadoutLayerConfig.ReadoutUnitsCfg.ReadoutUnitCfgCollection[i]));
}
OneWinnerGroupStatCollection = new List <OneWinnerGroupStat>(ReadoutLayerConfig.ReadoutUnitsCfg.OneWinnerGroupCollection.Keys.Count);
foreach (string groupName in ReadoutLayerConfig.ReadoutUnitsCfg.OneWinnerGroupCollection.Keys)
{
ReadoutUnitsSettings.OneWinnerGroup owg = ReadoutLayerConfig.ReadoutUnitsCfg.OneWinnerGroupCollection[groupName];
int[] unitIndexes = new int[owg.Members.Count];
for (int i = 0; i < owg.Members.Count; i++)
{
unitIndexes[i] = ReadoutLayerConfig.ReadoutUnitsCfg.GetReadoutUnitID(owg.Members[i].Name);
}
OneWinnerGroupStatCollection.Add(new OneWinnerGroupStat(groupName, unitIndexes, ReadoutLayerConfig.ReadoutUnitsCfg.OneWinnerGroupCollection[groupName].Members));
}
return;
}
