Will you are paying a premium to Nvidia not only for the hardware, but more for their CUDA libraries, or in fancier term, ecosystem.
Most DL frameworks are banking on cudnn, which I didn't see AMD or FPGA's equivalent come anytime soon.
Most DL frameworks are banking on cudnn, which I didn't see AMD or FPGA's equivalent come anytime soon.