It doesn't! As far as I know :)

It's "pure" in that it's for array computations, then they're run on a GPU 
(or CPU or whatever backend). I can't think of many languages that model IO 
with linear types; I think part of the "ATS advantage" is how it handles 
memory.

On Wednesday, February 26, 2020 at 8:15:40 PM UTC-6, Brandon Barker wrote:
>
> I'm curious, how does Futhark handle modeling IO? I mean, at a certain 
> level it is all about IO I assume, but it claims to be pure. And it is an 
> ML-based language as I recall, and I think ATS is the only ML language I'm 
> familiar with that can model IO effects (as linear types, iirc).
>
> On Tuesday, February 25, 2020 at 8:11:41 AM UTC-5, Vanessa McHale wrote:
>>
>> Hi all, 
>>
>> I have an example of calling Futhark from ATS: 
>> https://github.com/vmchale/ats-stats - it depends on OpenCL and it runs 
>> relevant computations on the GPU. 
>>
>> So far it's pretty spartan (dot products, matrix math and a few 
>> descriptive statistics), but I hope to expose a wider API once the 
>> upstream has statistical tests and such. 
>>
>> Cheers, 
>> Vanessa McHale 
>>
>>
>>

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