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For a similar "benchmark" (also Mandelbrot) but took place in Jax repo discussion: https://github.com/google/jax/discussions/11078#discussionco...
https://github.com/xaos-project/XaoS is still awesome but could really use a GPU backend :)
There is a package for Julia that does this, it's called InteractiveViz.jl [1]. It is rally neat and used GPU rendering underneath with (GL)Make.jl [2].
[1] https://github.com/org-arl/InteractiveViz.jl