public static void SaveData(string _filename, NetParameters _netParameters, float[] _performanceHistory)
{
NetParamData data = new NetParamData(_netParameters);
string dataAsJson = JsonUtility.ToJson(data, true);
string filePath = Path.Combine(Application.streamingAssetsPath, _filename);
File.WriteAllText(filePath, dataAsJson);
}
//build from data that was stored as the serializable format NetParamData
public NetParameters(NetParamData _netParamData)
{
float[][] w1 = new float[8][];; //weights
float[][] w2 = new float[8][];; //weights
float[] b1 = new float[8];; //bias to h layer 1
float[] b2 = new float[4];; //bias to output
w1[0] = _netParamData.w_ij_i0;
w1[1] = _netParamData.w_ij_i1;
w1[2] = _netParamData.w_ij_i2;
w1[3] = _netParamData.w_ij_i3;
w1[4] = _netParamData.w_ij_i4;
w1[5] = _netParamData.w_ij_i5;
w1[6] = _netParamData.w_ij_i6;
w1[7] = _netParamData.w_ij_i7;
w2[0] = _netParamData.w_out_j0;
w2[1] = _netParamData.w_out_j1;
w2[2] = _netParamData.w_out_j2;
w2[3] = _netParamData.w_out_j3;
w2[4] = _netParamData.w_out_j4;
w2[5] = _netParamData.w_out_j5;
w2[6] = _netParamData.w_out_j6;
w2[7] = _netParamData.w_out_j7;
b1 = _netParamData.b_j;
b2 = _netParamData.b_out;
this.weights1 = w1;
this.weights2 = w2;
this.biases1 = b1;
this.biases2 = b2;
this.note = _netParamData.note;
this.generation = _netParamData.generation;
}
