Re: Floating point usage inside kernel

[Nuno Santos]

Ok, understood!

Just one more question. To do this, do I need to change the data type 
from double to int?

Thanks,

Nuno

On 11/25/2011 06:10 PM, Paulo Marques wrote:
> Nuno Santos wrote:
> > > [...]
> > > Unless you have overflow or need more than 16 bits of fractional
> > > precision, you'll have no problem with this approach.
> > >
> > > I hope this helps,
> > Sorry, i'm not sure if I have completely understand your suggestion. Are
> > you telling me to apply this transform only to my input data, or to all
> > the operations that are applied in the function used in kernel?
> Imagine that your matrix coefficients are:
>
>   2.5,     1, 4.7
> 45.3, 0.765,  10
>     0,     0,   1
>
> and your input is:
>
> 3420.56, 5410.76, 1
>
> You start by converting the matrix coefficients:
>
> 2.5 * 65536.0 = 163840
> ....
>
> so the matrix becomes:
>
>   163840 65536 308019
> 2968781 50135 655360
>        0     0  65536
>
> This can be done in userspace and the coefficients can be sent to the
> kernel as fixed point numbers.
>
> You do the same (this time on the kernel) with your input, so it becomes:
>
> 224169820 354599567 65536
>
> Now you can do:
>
> q[0] = fixed_mul(p[0], a[0][0]) + fixed_mul(p[1], a[1][0]) +
> fixed_mul(p[2], a[2][0]);
> ....
>
> where "fixed_mul" is a function that does the multiplication as I
> explained earlier.
>
> To convert the result back to an integer, just shift down by 16.

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