public void GeneticSaveLoad2()
{
// ARRANGE
string path = Application.dataPath + "/Test/testWeights4.text";
List <double[][]> weights = new List <double[][]>();
double[][] w1 = new double[][] {
new double[] { 1.0, 3.0, 5.0, 7.0, 9.67 },
new double[] { 0.0, 2.0, 4.0, 6.0, 11.0 },
new double[] { 0.0, 2.89, 4.0, 6.0, 11.0 },
new double[] { 0.45, 2.0, 4.3, 6.0, 11.65 },
new double[] { 0.0, 2.0, 4.0, 6.67, 11.0 },
new double[] { 0.34, 2.0, 4.0, 6.0, 11.65 }
};
weights.Add(w1);
// ACT
SaveWeights.WriteToFile(path, weights);
GeneticWeights prop = new GeneticWeights();
prop.layers = new int[] { 6, 5 };
prop.lengthLayers = 2;
List <double[][]> weightsSaved = prop.LoadWeights(path);
// ASSERT
Assert.That(weightsSaved, Is.EqualTo(weights));
}
public void GeneticSaveLoad1()
{
// ARRANGE
string path = Application.dataPath + "/Test/testWeights3.text";
List <double[][]> weights = new List <double[][]>();
double[][] w1 = new double[][] {
new double[] { 1.0, 3.5 },
new double[] { 0.1, 2.0 },
new double[] { 0.4, 2.3 },
new double[] { 0.6, 2.0 }
};
weights.Add(w1);
// ACT
SaveWeights.WriteToFile(path, weights);
GeneticWeights prop = new GeneticWeights();
prop.layers = new int[] { 4, 2 };
prop.lengthLayers = 2;
List <double[][]> weightsSaved = prop.LoadWeights(path);
// ASSERT
Assert.That(weightsSaved, Is.EqualTo(weights));
}
public void BackPropSaveLoad1()
{
// ARRANGE
string path = Application.dataPath + "/Test/testWeights1.text";
List <double[][]> weights = new List <double[][]>();
double[][] w1 = new double[][] {
new double[] { 1.0, 3.450, 5.34, 7.0, 9.4 },
new double[] { 0.2, 2.0, 4.0, 6.0, 11.12 }
};
weights.Add(w1);
// ACT
SaveWeights.WriteToFile(path, weights);
BackPropWeights prop = new BackPropWeights();
prop.layers = new int[] { 5, 2 };
prop.lengthLayers = 2;
List <double[][]> weightsSaved = prop.LoadWeights(path);
// ASSERT
Assert.That(weightsSaved, Is.EqualTo(weights));
}
//save weights
public void SaveChild()
{
//get weights of current child and add them to a list
List <double[][]> weights = Cars[currentChild].GetWeights();
string path = Application.dataPath + "/geneticWeights.text";
//write the list to a text file
SaveWeights.WriteToFile(path, weights);
}
