[Numpy-discussion] Does float16 exist?
Tue Jan 8 14:09:53 CST 2008
On 08/01/2008, Charles R Harris <email@example.com> wrote:
> Well, at a minimum people will want to read, write, print, and promote them.
> That would at least let people work with the numbers, and since my
> understanding is that the main virtue of the format is compactness for
> storage and communication, a basic need will be filled right there. One
> potential problem I see is handling +/-inf and nans, tests for these should
> probably be built into the type.
The el-cheapo solution to this simply provides two functions: take an
int16 array (which actually contains float16) and produce a float32
array, and vice versa. Then people do all their work in float32 (or
float64 is float32 doesn't have inf/nan, I don't remember) but can
read and write float16.
Of course it would be nicer to use flaot16 natively, more or less, but
without all the math that's going to be a frustrating experience.
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