> Still not sure why competitors don't have their GPU's offered in cloud services.
AMD has many GPGPUs, but while they have kind of ok-ish raw numbers, their software stack makes quite poor use of them.
Users care about perf/$, and nvidia is king there. For deep-learning and other apps, hardware without software is useless.