public float GetError(Norm norm)
{
float error = 0;
switch (norm)
{
case Norm.L1:
_groundTrouthData.Sub(_res, _temp);
_temp.Abs();
_temp.Sum(_summedError, _buffer);
error = _summedError;
error = error / _batch / _inChannels / _inWidth / _inHeight;
return(error);
case Norm.L2:
_groundTrouthData.Sub(_res, _temp);
_temp.Sqr();
_temp.Sum(_summedError, _buffer);
error = _summedError;
error = error / _batch / _inChannels / _inWidth / _inHeight;
return(error);
case Norm.MSSSIM:
return(error);
case Norm.Mix:
if (_msssiml1 == null)
{
_msssiml1 = new CudaDeviceVariable <float>(_inChannels * _batch);
}
if (_kernelMSSSIML1 == null)
{
}
_kernelMSSSIML1.RunSafe(_res, _groundTrouthData, _msssiml1, _dx, _inChannels, _batch, 0.84f);
_msssiml1.Sum(_summedError, _buffer);
error = _summedError;
return(error);
default:
return(0);
}
}
