public void LoadNetworkWeights(string BaseDirectory, string BaseFileName, int sizex, int sizey)
{
var filename = string.Format("{0}/{1}.txt", BaseDirectory, BaseFileName);
ManagedOps.Free(Weights);
Weights = new ManagedArray(sizex, sizey);
ManagedFile.Load2D(filename, Weights);
}
public void LoadHiddenLayerWeights(string BaseDirectory, string BaseFileName, int sizex, int sizey)
{
var filename = string.Format("{0}/{1}.txt", BaseDirectory, BaseFileName);
ManagedOps.Free(Wkj);
Wkj = new ManagedArray(sizex, sizey);
ManagedFile.Load2DV2(filename, Wkj);
}
public ManagedArray LoadClassification(string BaseDirectory, string BaseFileName, int sizex, int sizey)
{
var classification = new ManagedArray(sizex, sizey);
var filename = string.Format("{0}/{1}.txt", BaseDirectory, BaseFileName);
ManagedFile.Load2DV2(filename, classification);
return(classification);
}
public ManagedArray LoadData(string BaseDirectory, string BaseFileName, int sizex, int sizey, int sizez)
{
var data = new ManagedArray(sizex, sizey, sizez);
var filename = string.Format("{0}/{1}.txt", BaseDirectory, BaseFileName);
ManagedFile.Load3DV2(filename, data);
return(data);
}
public void LoadNetworkBias(string BaseDirectory, string BaseFileName, int sizeb)
{
var filename = string.Format("{0}/{1}.txt", BaseDirectory, BaseFileName);
ManagedOps.Free(Bias);
Bias = new ManagedArray(1, sizeb);
ManagedFile.Load1DY(filename, Bias);
}
public void LoadFeatureMapBias(string BaseDirectory, string BaseFileName, int layer, int sizei)
{
var filename = string.Format("{0}/{1}.txt", BaseDirectory, BaseFileName);
ManagedOps.Free(Layers[layer].Bias);
Layers[layer].Bias = new ManagedArray(sizei);
ManagedFile.Load1D(filename, Layers[layer].Bias);
}
public void SaveFeatureMap(string BaseDirectory, string BaseFileName, int layer)
{
for (var i = 0; i < Layers[layer].FeatureMap.i; i++)
{
for (var j = 0; j < Layers[layer].FeatureMap.j; j++)
{
var filename = string.Format("{0}/{1}{2,0:D2}{3,0:D2}.txt", BaseDirectory, BaseFileName, i + 1, j + 1);
ManagedFile.Save2D4D(filename, Layers[layer].FeatureMap, i, j);
}
}
}
public void LoadFeatureMap(string BaseDirectory, string BaseFileName, int layer, int sizex, int sizey, int sizei, int sizej)
{
ManagedOps.Free(Layers[layer].FeatureMap);
Layers[layer].FeatureMap = new ManagedArray(sizex, sizey, 1, sizei, sizej);
for (var i = 0; i < sizei; i++)
{
for (var j = 0; j < sizej; j++)
{
var filename = string.Format("{0}/{1}{2,0:D2}{3,0:D2}.txt", BaseDirectory, BaseFileName, i + 1, j + 1);
ManagedFile.Load2D4D(filename, Layers[layer].FeatureMap, i, j);
}
}
}
public void SaveHiddenLayerWeights(string BaseDirectory, string BaseFileName)
{
var filename = string.Format("{0}/{1}.txt", BaseDirectory, BaseFileName);
ManagedFile.Save2D(filename, Wkj);
}
public void SaveClassification(string BaseDirectory, string BaseFileName, ManagedArray classification)
{
var filename = string.Format("{0}/{1}.txt", BaseDirectory, BaseFileName);
ManagedFile.Save2D(filename, classification);
}
public void SaveData(string BaseDirectory, string BaseFileName, ManagedArray data)
{
var filename = string.Format("{0}/{1}.txt", BaseDirectory, BaseFileName);
ManagedFile.Save3D(filename, data);
}
public void SaveNetworkBias(string BaseDirectory, string BaseFileName)
{
var filename = string.Format("{0}/{1}.txt", BaseDirectory, BaseFileName);
ManagedFile.Save1DY(filename, Bias);
}
public void SaveNetworkWeights(string BaseDirectory, string BaseFileName)
{
var filename = string.Format("{0}/{1}.txt", BaseDirectory, BaseFileName);
ManagedFile.Save2D(filename, Weights);
}
public void SaveFeatureMapBias(string BaseDirectory, string BaseFileName, int layer)
{
var filename = string.Format("{0}/{1}.txt", BaseDirectory, BaseFileName);
ManagedFile.Save1D(filename, Layers[layer].Bias);
}