public BatchItem(BackpropAlgorithm alg)
{
m_Algorithm = alg;
var net = alg.Net;
m_Values = new double[net.LayerCount][][, ];
m_Errors = new double[net.LayerCount][][, ];
m_GradientPortion = new double[net.LayerCount][];
for (int l = 0; l < net.LayerCount; l++)
{
var layer = net[l];
m_GradientPortion[l] = new double[layer.ParamCount];
m_Values[l] = new double[layer.OutputDepth][, ];
m_Errors[l] = new double[layer.OutputDepth][, ];
for (int p = 0; p < layer.OutputDepth; p++)
{
m_Values[l][p] = new double[layer.OutputHeight, layer.OutputWidth];
m_Errors[l][p] = new double[layer.OutputHeight, layer.OutputWidth];
}
}
}
public BatchContext(BackpropAlgorithm alg, int maxDegreesOfParallelism)
{
m_Algorithm = alg;
m_Threads = maxDegreesOfParallelism;
m_Items = new BatchItem[maxDegreesOfParallelism];
}