public void execute()
{
multiCon.inputMaps = inputMap;
multiCon.caculate();
List <float[]> fulInput = AgentClass.MapsToList(multiCon.poolingMaps);
fullyNet.InputArray = fulInput;
fullyNet.caculate();
OutDataArray = fullyNet.outData;
}
public void update()
{
//计算ADAM
Adam.B1_pow *= AgentClass.B1;
Adam.B2_pow *= AgentClass.B2;
//
List <float[]> lossValue = loss(standardOutData, OutDataArray);
List <float[]> outDataArrayTemp = new List <float[]>(numberOfFullyNetworkArray[numberOfFullyNetworkArray.Length - 1]);
for (int i = 0; i < numberOfFullyNetworkArray[numberOfFullyNetworkArray.Length - 1]; i++)
{
float[] arrayTemp = new float[AgentClass.Mini_batchsize];
for (int j = 0; j < AgentClass.Mini_batchsize; j++)
{
arrayTemp[j] = lossValue[j][i];
}
outDataArrayTemp.Add(arrayTemp);
}
//ReduceMemory.SetProcessWorkingSetSize(System.Diagnostics.Process.GetCurrentProcess().Handle.ToInt32(), -1, -1);
fullyNet.lossValue = outDataArrayTemp;
fullyNet.updateWi();
multiCon.poolingSensitives = AgentClass.ListToMaps(fullyNet.OutSensitive);
multiCon.update();
}
