public void mNistDecoderInit()
{
ifsLabels = new FileStream(@"D:\Selman\Temp\gzip\gzip\emnist-digits-train-labels-idx1-ubyte\emnist-digits-train-labels-idx1-ubyte", FileMode.Open); // test labels
ifsImages = new FileStream(@"D:\Selman\Temp\gzip\gzip\emnist-digits-train-images-idx3-ubyte\emnist-digits-train-images-idx3-ubyte", FileMode.Open); // test images
brLabels = new BinaryReader(ifsLabels);
brImages = new BinaryReader(ifsImages);
magic1 = BinaryReaderExtension.ReadInt32Endian(brImages); // brImages.ReadInt32(); // discard
numImages = BinaryReaderExtension.ReadInt32Endian(brImages); //brImages.ReadInt32();
numRows = BinaryReaderExtension.ReadInt32Endian(brImages); // brImages.ReadInt32();
numCols = BinaryReaderExtension.ReadInt32Endian(brImages); //brImages.ReadInt32();
magic2 = BinaryReaderExtension.ReadInt32Endian(brLabels); //brLabels.ReadInt32();
numLabels = BinaryReaderExtension.ReadInt32Endian(brLabels); // brLabels.ReadInt32();
pixels = new byte[784];
}