public void Load(CMNN nn, int index)
{
if (H1Dim > 0)
{
W0 = nn.CreateMatrix(H1Dim, XDim, "encoder" + index + "_w0", nn.Folder + "/encoder" + index + "_w0" + ".bin");
b0 = nn.CreateMatrix(H1Dim, 1, "encoder" + index + "_b0", nn.Folder + "/encoder" + index + "_b0" + ".bin");
W1 = nn.CreateMatrix(H2Dim, H1Dim, "encoder" + index + "_w1", nn.Folder + "/encoder" + index + "_w1" + ".bin");
b1 = nn.CreateMatrix(H2Dim, 1, "encoder" + index + "_b1", nn.Folder + "/encoder" + index + "_b1" + ".bin");
}
X = nn.CreateMatrix(XDim, 1, "encoder" + index + "X");
Y = nn.CreateMatrix(H2Dim, 1, "encoder" + index + "Y");
}
public void Load(CMNN nn, int index)
{
Experts = new List <Matrix[]>();
for (int i = 0; i < 6; i++)
{
Experts.Add(new Matrix[GetExperts(nn, index)]);
}
for (int i = 0; i < GetExperts(nn, index); i++)
{
Experts[0][i] = nn.CreateMatrix(H1Dim, XDim, "wc" + index + "0" + i.ToString("D1") + "_w", nn.Folder + "/wc" + index + "0" + i.ToString("D1") + "_w.bin");
Experts[1][i] = nn.CreateMatrix(H1Dim, 1, "wc" + index + "0" + i.ToString("D1") + "_b", nn.Folder + "/wc" + index + "0" + i.ToString("D1") + "_b.bin");
Experts[2][i] = nn.CreateMatrix(H2Dim, H1Dim, "wc" + index + "1" + i.ToString("D1") + "_w", nn.Folder + "/wc" + index + "1" + i.ToString("D1") + "_w.bin");
Experts[3][i] = nn.CreateMatrix(H2Dim, 1, "wc" + index + "1" + i.ToString("D1") + "_b", nn.Folder + "/wc" + index + "1" + i.ToString("D1") + "_b.bin");
Experts[4][i] = nn.CreateMatrix(YDim, H2Dim, "wc" + index + "2" + i.ToString("D1") + "_w", nn.Folder + "/wc" + index + "2" + i.ToString("D1") + "_w.bin");
Experts[5][i] = nn.CreateMatrix(YDim, 1, "wc" + index + "2" + i.ToString("D1") + "_b", nn.Folder + "/wc" + index + "2" + i.ToString("D1") + "_b.bin");
}
W0 = nn.CreateMatrix(H1Dim, XDim, "C" + index + "W0");
b0 = nn.CreateMatrix(H1Dim, 1, "C" + index + "b0");
W1 = nn.CreateMatrix(H2Dim, H1Dim, "C" + index + "W1");
b1 = nn.CreateMatrix(H2Dim, 1, "C" + index + "b1");
W2 = nn.CreateMatrix(YDim, H2Dim, "C" + index + "W2");
b2 = nn.CreateMatrix(YDim, 1, "C" + index + "b2");
X = nn.CreateMatrix(XDim, 1, "C" + index + "X");
Y = nn.CreateMatrix(YDim, 1, "C" + index + "Y");
}