public static ConvolutionalNeuralNetworkConfiguration AppendFullyConnectedLinearLayer
(this ConvolutionalNeuralNetworkConfiguration config, DeviceDescriptor device)
{
return(config.AppendUsingPreviousStep(prevStep =>
FullyConnectedLinearLayer(prevStep, config.NumberOfOutputClasses, device, config.OutputName), "Fully Connected Layer"));
}
public static ConvolutionalNeuralNetworkConfiguration AppendPoolingLayer
(this ConvolutionalNeuralNetworkConfiguration config, PoolingParams parameters)
{
return(config.AppendUsingPreviousStep(prevStep => PoolingLayer(parameters, prevStep), "Pooling Layer"));
}
public static ConvolutionalNeuralNetworkConfiguration AppendReluActivation(this ConvolutionalNeuralNetworkConfiguration config)
{
return(config.AppendUsingPreviousStep(prevStep => CNTKLib.ReLU(prevStep), "ReLU Layer"));
}
public static ConvolutionalNeuralNetworkConfiguration AppendTanHActivation(this ConvolutionalNeuralNetworkConfiguration config)
{
return(config.AppendUsingPreviousStep(prevStep => CNTKLib.Tanh(prevStep), "TanH Layer"));
}
public static ConvolutionalNeuralNetworkConfiguration AppendConvolutionLayer(this ConvolutionalNeuralNetworkConfiguration config,
ConvolutionParams parameters, DeviceDescriptor device)
{
return(config.AppendUsingPreviousStep(prevStep => ConvolutionLayer(parameters, prevStep, device), "Convolution Layer"));
}