/// <summary>
/// Compile the kernel.
/// </summary>
///
/// <param name="options">The options.</param>
/// <param name="network">The network to compile for.</param>
/// <param name="profile">The OpenCL training profile to use.</param>
public void Compile(IDictionary <String, String> options,
OpenCLTrainingProfile profile, FlatNetwork network)
{
IActivationFunction activation = network.ActivationFunctions[0];
StringBuilder source = new StringBuilder();
source.Append("#define ACTIVATION(x,slope)");
source.Append(activation.GetOpenCLExpression(false));
source.Append("\r\n");
source.Append("#define DERIVATIVE(x,slope)");
source.Append(activation.GetOpenCLExpression(true));
source.Append("\r\n");
source.Append(ResourceLoader.LoadString(SourceName));
CLSource = source.ToString();
Compile(options);
profile.CalculateKernelParams(this, training);
// setup
Init(profile);
}