/// <summary>
/// Deserializes the specified <see cref="NnSerializationContext"/> to a <see cref="NnLayer"/> object.
/// </summary>
/// <param name="serializationContext">The serialization context.</param>
/// <returns>The deserialized neural network layer.</returns>
public NnLayer DeserializeContext(NnSerializationContext serializationContext)
{
NnSerializationContextInfo contextInfo = serializationContext.SerializationContextInfo;
double[] data = serializationContext.FileData;
var activationFunction = (IActivationFunction)FunctionFactory.Instance.GetInstance(contextInfo.ActivationFunctionName);
var layer = new NnLayer(contextInfo.WeightMatrixRowCount, contextInfo.WeightMatrixColCount, contextInfo.BiasLength, data, activationFunction);
return(layer);
}
/// <summary>
/// Initializes a new instance of the <see cref="NnSerializationContext"/> class with the specified parameters.
/// </summary>
/// <param name="fileData">The file info to associate with the file.</param>
/// <param name="serializationContextInfo">The data for the file.</param>
public NnSerializationContext(double[] fileData, NnSerializationContextInfo serializationContextInfo)
{
_serializationContextInfo = serializationContextInfo;
_data = fileData;
}
