////////////////////////////////////////////////////////////////////////////////////////////////////
/// <summary> For later adding Activation </summary>
///
/// <param name="activation"> The activation. </param>
////////////////////////////////////////////////////////////////////////////////////////////////////
public void SetActivation([CanBeNull] CompressibleActivationLayer activation)
{
Activator = activation;
if (Activator != null)
{
foreach (var activationParameter in _activationParameters)
{
KernelString = KernelString?.Replace(activationParameter.Key, activationParameter.Value);
}
}
CreateKernel();
}
////////////////////////////////////////////////////////////////////////////////////////////////////
/// <summary>
/// Initializes a new instance of the KelpNet.Common.Functions.CompressibleFunction class.
/// </summary>
///
/// <param name="functionName"> Name of the function. </param>
/// <param name="activation"> (Optional) The activation. </param>
/// <param name="activationParameters"> (Optional) Options for controlling the activation. </param>
/// <param name="name"> (Optional) The name. </param>
/// <param name="inputNames"> (Optional) List of names of the inputs. </param>
/// <param name="outputNames"> (Optional) List of names of the outputs. </param>
/// <param name="gpuEnable"> (Optional) True if GPU enable. </param>
////////////////////////////////////////////////////////////////////////////////////////////////////
protected CompressibleLayer(bool verbose, [NotNull] string functionName, [CanBeNull] CompressibleActivationLayer activation = null, [CanBeNull] KeyValuePair <string, string>[] activationParameters = null, [CanBeNull] string name = FUNCTION_NAME, [CanBeNull] string[] inputNames = null, [CanBeNull] string[] outputNames = null, bool gpuEnable = false) : base(name, inputNames, outputNames)
{
Verbose = verbose;
string kernelNameBase = functionName.Replace(" ", string.Empty);
ForwardKernelName = kernelNameBase + string.Intern("Forward");
BackwardgWKernelName = kernelNameBase + string.Intern("gWBackward");
BackwardgXKernelName = kernelNameBase + string.Intern("gXBackward");
KernelString = Weaver.GetKernelSource(functionName);
_activationParameters = activationParameters;
SetActivation(activation);
SetGpuEnable(gpuEnable);
}
