[cdsousa]

""" [...] it is possible to perform kernel-like operations without actually writing your own GPU kernels: a = CUDA.zeros(1024) b = CUDA.ones(1024) a.^2 .+ sin.(b) """ [https://juliagpu.gitlab.io/CUDA.jl/usage/overview/#The-CuArr...]

As far as I know, that example code creates an ad-hoc kernel that performs the computation in a single pass.

I honestly don't know if that is possible in other frameworks.

[ummonk]

Yeah, that's definitely available in Python frameworks. (I was wrong to mention Numba - I think CuPy would be a better example: https://docs.cupy.dev/en/stable/overview.html)

[cdsousa]

That's right, I found it: https://docs.cupy.dev/en/stable/tutorial/kernel.html#kernel-...