block4.csharp.cs

using System;
using System.IO;
using System.IO.Compression;
using System.Linq;
using CNTKUtil;

namespace GanDemo
{
    /// <summary>
    /// The application class.
    /// </summary>
    class Program
    {
        // the number of latent dimensions to use in the generator
        static readonly int latentDimensions = 32;

        // the image dimensions and number of color channels
        static readonly int imageHeight = 32;
        static readonly int imageWidth = 32;
        static readonly int channels = 3;

        /// <summary>
        /// The main program entry point.
        /// </summary>
        /// <param name="args"></param>
        static void Main(string[] args)
        {
            // unpack archive
            if (!File.Exists("x_channels_first_8_5.bin"))
            {
                Console.WriteLine("Unpacking archive...");
                ZipFile.ExtractToDirectory("frog_pictures.zip", ".");
            }

            // load training and test data
            Console.WriteLine("Loading data files...");
            var trainingData = DataUtil.LoadBinary<float>("x_channels_first_8_5.bin", 5000, channels * imageWidth * imageHeight);

            // the rest of the code goes here...
        }
    }
}