To add to Keno's comment, a bunch of this stuff actually can work with OpenCL and OpenGL, and you can see it in action in GPUArrays.jl [1]. In general, there's a bunch of work to make Julia as hardware-agnostic as possible, but you gotta start somewhere.
[1]: https://github.com/JuliaGPU/GPUArrays.jl