public static void SubtractFloat32(Tensor res, Tensor a, Tensor b)
{
if (a.Shape.TotalSize > b.Shape.TotalSize)
{
long go = res.Shape.TotalSize / b.Shape.TotalSize * b.Shape.TotalSize;
for (long i = 0; i < go; i += b.Shape.TotalSize)
{
VectorizationFloat.ElementWiseSubtractAVX((float *)a.Base.Array + i, (float *)b.Base.Array, (float *)res.Base.Array + i, b.Shape.TotalSize);
}
if (go < res.Shape.TotalSize)
{
VectorizationFloat.ElementWiseSubtractAVX((float *)a.Base.Array + go, (float *)b.Base.Array, (float *)res.Base.Array + go, res.Shape.TotalSize - go);
}
}
else
{
long go = res.Shape.TotalSize / a.Shape.TotalSize * a.Shape.TotalSize;
for (long i = 0; i < go; i += a.Shape.TotalSize)
{
VectorizationFloat.ElementWiseSubtractAVX((float *)a.Base.Array, (float *)b.Base.Array + i, (float *)res.Base.Array + i, a.Shape.TotalSize);
}
if (go < res.Shape.TotalSize)
{
VectorizationFloat.ElementWiseSubtractAVX((float *)a.Base.Array, (float *)b.Base.Array + go, (float *)res.Base.Array + go, res.Shape.TotalSize - go);
}
}
}
public static void SubtractFloat32_GetGradientB(Tensor gradienta, Tensor s, Tensor a)
{
long go = s.Shape.TotalSize / gradienta.Shape.TotalSize * gradienta.Shape.TotalSize;
for (long i = 0; i < go; i += gradienta.Shape.TotalSize)
{
if (i == 0)
{
VectorizationFloat.MakeNegativeAVX((float *)s.Base.Array + i, (float *)gradienta.Base.Array, gradienta.Shape.TotalSize);
}
else
{
VectorizationFloat.ElementWiseSubtractAVX((float *)gradienta.Base.Array, (float *)s.Base.Array + i, (float *)gradienta.Base.Array, gradienta.Shape.TotalSize);
}
}
if (go < s.Shape.TotalSize)
{
VectorizationFloat.ElementWiseSubtractAVX((float *)gradienta.Base.Array, (float *)s.Base.Array + go, (float *)gradienta.Base.Array, s.Shape.TotalSize - go);
}
}