[Numpy-discussion] Does float16 exist?
Tue Jan 8 13:03:13 CST 2008
On 08/01/2008, Charles R Harris <firstname.lastname@example.org> wrote:
> I'm starting to get interested in implementing float16 support ;) My
> tentative program goes something like this:
> 1) Add the operators to the scalar type. This will give sorting, basic
> printing, addition, etc.
> 2) Add conversions to other types. This will allow promotion of data to
> currently supported types.
> 3) Unoptimized BLAS or ATLAS additions for the type. This would give array
> 4) Figure out what the precedence relations are.
> Can you add some details to this roadmap? It also strikes me that this
> exercise can be repeated for quad precision floats, so might be a good
> preparation for future IEEE types like the proposed decimal floating types.
> Note that we are going to need some way to distinguish quads and extended
> precision types on 64bit platforms, as both will both register as float128
> in the current notation. Decimal floats can be added with the notation
> decimal64, etc.
How were you planning to implement the basic mathematics (addition,
multiplication, trig, what have you)? Were you planning to code all
that from scratch or is there a 16-bit float math library? Or were you
planning to make this work only on machines with 16-bit math hardware?
Or ship it out to a graphics card?
Without hardware support, people may be happier using 16-bit floats
only for on-disk storage...
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