internal static void MaxPoolingTest()
{
InputLayer inputLayer = new InputLayer(20, 20, 2);
MaxPoolingLayer mPLayer = new MaxPoolingLayer(2, 2, inputLayer);
Debug.WriteLine(mPLayer.Width + " " + mPLayer.Height + " " + mPLayer.Depth);
float[,,] inputValues = new float[20, 20, 2];
int i = 0;
for (int z = 0; z < 2; z++)
{
Debug.WriteLine($"{z} --------------------");
for (int y = 0; y < 20; y++)
{
StringBuilder sb = new StringBuilder();
for (int x = 0; x < 20; x++, i++)
{
if (x != 0)
{
sb.Append(", ");
}
inputValues[x, y, z] = i;
sb.Append(i);
}
Debug.WriteLine(sb.ToString());
}
}
NNFeedData inputData = new NNFeedData(inputValues);
NNDetailedFeedData outputData = inputLayer.FeedForward(inputData);
outputData = mPLayer.FeedForward(outputData.OutputData);
for (int z = 0; z < mPLayer.Depth; z++)
{
Debug.WriteLine($"{z} --------------------");
for (int y = 0; y < mPLayer.Height; y++)
{
StringBuilder sb = new StringBuilder();
for (int x = 0; x < mPLayer.Width; x++)
{
if (x != 0)
{
sb.Append(", ");
}
sb.Append($"{outputData.OutputData[outputData.OutputData.ToNeuronIndex(x, y, z)]}");
}
Debug.WriteLine(sb.ToString());
}
}
}
