我試圖以可讀格式(XML)保存類。 問題是,生成的文件只能輸出爲:XML序列化結果空的XML
<?xml version="1.0" encoding="Windows-1252"?>
<ExtremeLearningMachine xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xmlns:xsd="http://www.w3.org/2001/XMLSchema" /><?xml version="1.0" encoding="Windows-1252"?>
<ExtremeLearningMachine xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xmlns:xsd="http://www.w3.org/2001/XMLSchema" /><?xml version="1.0" encoding="Windows-1252"?>
<ExtremeLearningMachine xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xmlns:xsd="http://www.w3.org/2001/XMLSchema" /><?xml version="1.0" encoding="Windows-1252"?>
<ExtremeLearningMachine xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xmlns:xsd="http://www.w3.org/2001/XMLSchema" />
這裏是我的類:
public class ExtremeLearningMachine {
public ExtremeLearningMachine()
{
}
int input, hidden; //only have 1 output neuron
double[,] W1, W2;
public ExtremeLearningMachine(int inputNeuron, int hiddenNeuron) { input = inputNeuron; hidden = hiddenNeuron; }
public void train(int dataCount, double[,] trainingSet) {
//set matrix
double[,] trainInput = new double[input, dataCount], desireOutput = new double[1, dataCount];
for (int i = 0; i < dataCount; i++) {
for (int j = 0; j < input; j++) trainInput[j, i] = trainingSet[i, j];
desireOutput[0, i] = trainingSet[i, input];
}
//W1
W1 = new double[hidden, input];
for (int i = 0; i < hidden; i++) { for (int j = 0; j < input; j++)W1[i, j] = Random.value; }
//hidden
//double[,] H = new double[hidden, dataCount];
double[,] H = Matrix.Multiply(W1, trainInput);
//activation function(binary sigmoid)
for (int i = 0; i < hidden; i++) {
for (int j = 0; j < dataCount; j++) H[i, j] = 1f/(1f + Mathf.Exp((float)-H[i, j]));
}
//W2
W2 = Matrix.Multiply(desireOutput, H.PseudoInverse());
}
public double test(double[,] set) {//only [~,1] allowed
double[,] H = Matrix.Multiply(W1, set.Transpose());
//activation function(binary sigmoid)
for (int i = 0; i < hidden; i++) H[i, 0] = 1f/(1f + Mathf.Exp((float)-H[i, 0]));
H = Matrix.Multiply(W2, H);
return H[0, 0];
}
}
這裏是我的節省代碼:
void save()
{
System.Xml.Serialization.XmlSerializer writer =
new System.Xml.Serialization.XmlSerializer(typeof(ExtremeLearningMachine));
string path = Directory.GetCurrentDirectory() + "\\ElmTrain.xml";
System.IO.FileStream file = System.IO.File.Create(path);
for(int i=0;i<elm.Length;i++)
writer.Serialize(file, elm[i]);
file.Close();
}
而且我的加載代碼,在遇到任何問題(我還沒有測試過,因爲我無法保存):
void load()
{
System.Xml.Serialization.XmlSerializer reader =
new System.Xml.Serialization.XmlSerializer(typeof(ExtremeLearningMachine));
System.IO.StreamReader file = new System.IO.StreamReader("//ElmTrain.xml");
elm = (ExtremeLearningMachine[])reader.Deserialize(file);
file.Close();
}
我也開到任何其他的想法來保存這個類在其他可讀的格式,如果它的建議
非常感謝您
我用你試過代碼(我也已經公開了這些變量),但現在它導致空文件和異常:Array不是一維數組。 – christantoan
@christantoan right;所以這個異常告訴你,如果XmlSerializer是一維的,那麼它只是快樂的序列化數組。你有一個二維數組。所以......它告訴你問題是什麼。選項:1:壓平數據(只要存儲尺寸,所有數組都可以進行矢量化); 2:使用不同的序列化程序 –
注意:我強烈建議爲序列化創建單獨的DTO模型;你的域模型可能有一個二維數組,而DTO模型可以有一維數組,一個高度和一個寬度(儘管技術上至少有一個是多餘的,因爲1D數組包含一個長度) –