While AMD has been making efforts to run Nvidia CUDA apps on its hardware via HIP, Radeon GPUs can now run such apps with no change to source code thanks to the latest update to project ZLUDA.
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Sadly for AMD users, the company has dropped support for Vega with the latest ROCm update as it continues working on Windows support. Meanwhile, rival Nvidia still supports GPUs from way back in 2015.