On Wed, Mar 11, 2026 at 1:03 PM Ralf Gommers via NumPy-Discussion
<[email protected]> wrote:
>
>
>
> On Wed, Mar 11, 2026 at 10:58 AM matti picus via NumPy-Discussion 
> <[email protected]> wrote:
>>
>> I do like the idea of having a precise/fast toggle. Until we can
>> develop one, I think we should prefer precise. So we should revert and
>> document somewhere that float16 (and the soon-to-be-incoming bfloat16)
>> are, in NumPy, container types, and that all the math for them is done
>> as float16.
>
>
> You meant `float32` here. And yes, I agree. Having a few code paths use 
> platform/CPU-dependent instructions like AVX512-xxx ones, and as a result 
> having a small subset of the NumPy API have different accuracy/speed 
> trade-offs seems not all that useful to almost all users. And makes it harder 
> to build up a mental model of what NumPy is actually doing.
>
> Cheers,
> Ralf

Ahh, yes sorry. The last word should have been "float32".
Matti
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