This AMD card can compete with NVIDIA's high end Tesla V100 accelerator. At 7.4 TFlops of double-precision, it is smack in the middle between the PCIe version

This AMD card can compete with NVIDIA's high end Tesla V100 accelerator. At 7.4 TFlops of double-precision, it is smack in the middle between the PCIe version of the V100 at 7.0 and the NVLink version at 7.8. Memory bandwidth for the MI60 is a bit better at 1000GB/s, compared to the Tesla V100's 900GB/s. However, AMD's problems are usually not the actual hardware, but the software around it. NVIDIA has done amazing work with CUDA and the surrounding frameworks, while AMD has not really. They really need to catch up on software that makes writing code for their GPUs more trivial.