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Currently, the Julia CUDA stack is the most mature, easiest to install, and full-featured. The CUDA.jl repository is a central place for the documentation of all relevant packages. Start with the instructions on how to install the stack, and follow with this introductory tutorial.

If you prefer videos, the presentations below highlight different aspects of the toolchain.

Effective CUDA GPU computing in Julia


How Julia is compiled to CUDA GPUs