public void TestRPROPCont() { IMLDataSet trainingSet = XOR.CreateXORDataSet(); BasicNetwork net1 = XOR.CreateUnTrainedXOR(); BasicNetwork net2 = XOR.CreateUnTrainedXOR(); ResilientPropagation rprop1 = new ResilientPropagation(net1, trainingSet); ResilientPropagation rprop2 = new ResilientPropagation(net2, trainingSet); rprop1.Iteration(); rprop1.Iteration(); rprop2.Iteration(); rprop2.Iteration(); TrainingContinuation cont = rprop2.Pause(); ResilientPropagation rprop3 = new ResilientPropagation(net2, trainingSet); rprop3.Resume(cont); rprop1.Iteration(); rprop3.Iteration(); for (int i = 0; i < net1.Flat.Weights.Length; i++) { Assert.AreEqual(net1.Flat.Weights[i], net2.Flat.Weights[i], 0.0001); } }
public void TestRPROPContPersistEG() { IMLDataSet trainingSet = XOR.CreateXORDataSet(); BasicNetwork net1 = XOR.CreateUnTrainedXOR(); BasicNetwork net2 = XOR.CreateUnTrainedXOR(); ResilientPropagation rprop1 = new ResilientPropagation(net1, trainingSet); ResilientPropagation rprop2 = new ResilientPropagation(net2, trainingSet); rprop1.Iteration(); rprop1.Iteration(); rprop2.Iteration(); rprop2.Iteration(); TrainingContinuation cont = rprop2.Pause(); EncogDirectoryPersistence.SaveObject(EG_FILENAME, cont); TrainingContinuation cont2 = (TrainingContinuation)EncogDirectoryPersistence.LoadObject(EG_FILENAME); ResilientPropagation rprop3 = new ResilientPropagation(net2, trainingSet); rprop3.Resume(cont2); rprop1.Iteration(); rprop3.Iteration(); for (int i = 0; i < net1.Flat.Weights.Length; i++) { Assert.AreEqual(net1.Flat.Weights[i], net2.Flat.Weights[i], 0.0001); } }
public void TestPersistEG() { IMLDataSet trainingSet = XOR.CreateXORDataSet(); RBFNetwork network = new RBFNetwork(2, 4, 1, RBFEnum.Gaussian); SVDTraining training = new SVDTraining(network, trainingSet); training.Iteration(); XOR.VerifyXOR(network, 0.1); EncogDirectoryPersistence.SaveObject(EG_FILENAME, network); RBFNetwork network2 = (RBFNetwork)EncogDirectoryPersistence.LoadObject(EG_FILENAME); XOR.VerifyXOR(network2, 0.1); }