AMD GPUs have yet to penetrate the HPC and Deep Learning markets, in part due to the lack of needed software. AMD has begun to address this with a completely revamped set of drivers and tools, including the capability to compile existing NVIDIA CUDA code for execution on AMD GPUs.
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