void InitFunc(StreamingContext sc)
{
this.Predict = x => x; //Predict時は何もしない
switch (this)
{
case Dropout <float> dropOutF:
dropOutF.SingleInputForward = x => DropOutF.SingleInputForward(x, dropOutF.DropoutRatio, dropOutF.maskStack, dropOutF);
dropOutF.SingleOutputBackward = (y, x) => DropOutF.SingleOutputBackward(y, x, dropOutF.maskStack);
break;
case Dropout <double> dropOutD:
dropOutD.SingleInputForward = x => DropOutD.SingleInputForward(x, dropOutD.DropoutRatio, dropOutD.maskStack, dropOutD);
dropOutD.SingleOutputBackward = (y, x) => DropOutD.SingleOutputBackward(y, x, dropOutD.maskStack);
break;
}
}
void InitFunc(StreamingContext sc)
{
if (IsParallel)
{
switch (this)
{
case Dropout <float> dropOutF:
dropOutF.SingleInputForward = x => DropOutF.SingleInputForward(x, CPU.DropOutF.MakeMask, dropOutF.DropoutRatio, dropOutF.maskStack, dropOutF.ForwardKernel, dropOutF);
dropOutF.SingleOutputBackward = (y, x) => DropOutF.SingleOutputBackward(y, x, dropOutF.maskStack, dropOutF.BackwardKernel);
break;
case Dropout <double> dropOutD:
dropOutD.SingleInputForward = x => DropOutD.SingleInputForward(x, CPU.DropOutD.MakeMask, dropOutD.DropoutRatio, dropOutD.maskStack, dropOutD.ForwardKernel, dropOutD);
dropOutD.SingleOutputBackward = (y, x) => DropOutD.SingleOutputBackward(y, x, dropOutD.maskStack, dropOutD.BackwardKernel);
break;
}
}
}