[fitsbits] 16-bit floats {External}
Mohammad Akhlaghi
mohammad at akhlaghi.org
Wed Jul 23 09:31:20 EDT 2025
Thanks for the good suggestion!
In many cases (both in images/cubes and catalogs), the 32-bit float
precision is indeed too much; I agree.
I guess the only issue is its portability. For example in the GNU C
Library section on "Floating point representations" [1], regarding the
16-bit float it says: "GNU C supports the 16-bit floating point type
_Float16 on some platforms". I haven't had a chance to check other C
libraries or compilers, or the details of the supported platforms here.
But if the non-supported platforms are not common in astronomy, it
should be no problem.
Cheers,
Mohammad
[1]
https://www.gnu.org/software/c-intro-and-ref/manual/html_node/Floating-Representations.html
On 7/23/25 3:24 PM, peter teuben via fitsbits wrote:
> We also need them for BINTABLE, where D and E are for 64 and 32 bit
> floats. Sadly can't expand the alphabet here. F is available, but C is
> not.
>
> I guess L is available for 128-bit integer.
>
>
> FITS format code Description 8-bit bytes
>
> L logical (Boolean) 1
> X bit *
> B Unsigned byte 1
> I 16-bit integer 2
> J 32-bit integer 4
> K 64-bit integer 8
> A character 1
> E single precision float (32-bit) 4
> D double precision float (64-bit) 8
> C single precision complex 8
> M double precision complex 16
> P array descriptor 8
> Q array descriptor 16
>
> On 7/23/25 08:34, Thomas Robitaille via fitsbits wrote:
>> Hi everyone,
>>
>> As far as I understand, IEEE 754-2008 standardized the representation
>> of 16-bit floats (as well as 128-bit floats). I was curious whether
>> there is any interest in extending the FITS format to allow BITPIX=-16
>> and BITPIX=-128?
>>
>> I am aware of some modern projects that would benefit from having 16-
>> bit floats, since they consider it to be sufficient in precision to
>> store very large datasets, and using 16-bit floats would perform a lot
>> better than using compression on 32-bit floats for example, and 16-bit
>> floats would allow a larger dynamic range than using 16-bit ints with
>> BSCALE/BZERO.
>>
>> I'm curious to hear if this has been discussed before!
>>
>> Thanks,
>> Tom
>>
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