Comments (10)
Not presently, but contributions welcome!
from enzyme.jl.
Do you know which graph I'm talking about? Is it in some publication online?
from enzyme.jl.
I don't think it's in a publication, but around 10mins in @tgymnich has some in his talk at EnzymeCon https://youtu.be/nPN_Z5j6JDM?feature=shared
from enzyme.jl.
![image](https://private-user-images.githubusercontent.com/7985149/340661607-40a2dd2e-c22d-468d-85ec-db180e903f99.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.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._-VltTW8EDSt5X_81c-WUuWu-GZ0uTkSb0TQCRS36MA)
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@tgymnich do you remember what machine you used for these measurements?
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This will also now depend a lot more on the program in Julia.
for example, batching something with a linear solve will almost always be faster since we now do one linear solve to be reused for all chunks
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@vchuravy this must have been a bare metal AWS machine provided by @wsmoses. I believe it was with AVX512.
from enzyme.jl.
I'm asking because I'm including vector mode in DI, so it would be nice to have a function in Enzyme I can call to pick a decent chunk size if the user doesn't provide it. Even if the function is dumb at the moment, I feel like that's definitely something I don't want to decide myself
from enzyme.jl.
8/16 should be a safe bet.
from enzyme.jl.
I'm asking because I'm including vector mode in DI, so it would be nice to have a function in Enzyme I can call to pick a decent chunk size if the user doesn't provide it. Even if the function is dumb at the moment, I feel like that's definitely something I don't want to decide myself
Sure, open a PR to enzyme to add a function which returns 16 for now and we can add more complex analysis later.
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from enzyme.jl.