DigitDetection.MnistFullLayerNeuralNetwork.MnistFullLayerNeuralNetwork C# (CSharp) Method

		public MnistFullLayerNeuralNetwork (IMTLCommandQueue commandQueueIn)
		{
			// CommandQueue to be kept around
			commandQueue = commandQueueIn;
			device = commandQueueIn.Device;

			// Initialize MPSImage from descriptors
			SrcImage = new MPSImage (device, SID);
			dstImage = new MPSImage (device, DID);

			// setup convolution layer (which is a fully-connected layer)
			// cliprect, offset is automatically set
			layer = SlimMPSCnnFullyConnected.Create (kernelWidth: 28, kernelHeight: 28,
													 inputFeatureChannels: 1, outputFeatureChannels: 10,
													 neuronFilter: null, device: device,
													 kernelParamsBinaryName: "NN");

			// prepare softmax layer to be applied at the end to get a clear label
			softmax = new MPSCnnSoftMax (device);
		}