public void CrossEntropyTest()
{
var crossEntropyOH = new CrossEntropyOneHot();
var crossEntropy = new CrossEntropy();
int nb = 10;
double[] input = new double[nb];
double[] output = new double[nb];
for (int i = 0; i < nb; i++)
{
input[i] = Math.PI * rnd.NextDouble();
}
var softmax = new Softmax();
softmax.Activate(input, output);
double[] expectedOutput = new double[nb];
expectedOutput[output.ArgMax()] = 1;
double[] errors = new double[nb];
double entropyOH = crossEntropyOH.Evaluate(output, expectedOutput, errors);
double entropy = crossEntropy.Evaluate(output, expectedOutput, errors);
Assert.AreEqual(entropyOH, entropy);
}
