It doesn't matter if your GPU is better at training if no one can get hold of them
as fewer people are interested in snapping up PCs, phones, and the like lately, there is significant demand for server accelerators to train models and power machine learning applications.
That's not to say rival chip houses aren't trying to change this dynamic. Intel's OneAPI includes tools to help users tocode written for Nvidia's CUDA to SYCL, which can then run on Intel's suite of AI platforms. Similar efforts have been made to convert CUDA workloads to run on AMD's Instinct GPU family using the HIP API.
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