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MasonProtter avatar MasonProtter commented on May 29, 2024

Maybe @maleadt has some thoughts on how we can set up CI to track this.

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mcabbott avatar mcabbott commented on May 29, 2024

BTW, the sliced object here is an ordinary array of CuArrays. Which I think means that the iteration over slices happens on the CPU. I'm not sure precisely how that all works, but it sounds like it would work best for lots of work on few, large, slices.

julia> TensorCast.sliceview(cu(rand(2,3)), (:,*))
3-element Array{CuArray{Float32,1,CuArray{Float32,2,Nothing}},1}:
 Float32[0.61146635, 0.5048153]
 Float32[0.7750392, 0.87952733]
 Float32[0.7177145, 0.9034438] 

julia> TensorCast.red_glue(ans, (:,*)) # is just reduce(hcat, ans)
2×3 CuArray{Float32,2,Nothing}:
 0.611466  0.775039  0.717714
 0.504815  0.879527  0.903444

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maleadt avatar maleadt commented on May 29, 2024

GPU CI resources are documented here: https://github.com/JuliaGPU/gitlab-ci

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mcabbott avatar mcabbott commented on May 29, 2024

Thanks, that doesn't sound too difficult.

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mcabbott avatar mcabbott commented on May 29, 2024

This package still lacks its own GPU tests, sadly.

It could at least easily get fake GPU tests via JLArrays.

Besides slices above, it would be worth testing examples from #28 and #25.

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