Beispiel #1
0
        /// <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);
        }