CUDAnative 3.0 and CuArrays 2.0

By: Blog on JuliaGPU

Re-posted from: https://juliagpu.org/cudanative_3.0-cuarrays_2.0/

This release of the Julia CUDA stack contains some exciting new features: automatic installation of CUDA using artifacts, full support for GPU method redefinitions, and experimental support for multitasking and multithreading. The release is technically breaking, but most end-users should not be affected.
API changes Changes to certain APIs require these releases to be breaking, however, most users should not be affected and chances are you can just bump your Compat entries without any additional changes.