The Ledger
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Huang: NVIDIA has 250M to 300M active compatible CUDA GPUs globally
“There are literally a couple of hundred million, right? 250,000,300 million installed base of active CUDA GPUs being used in the world today, and they're all architecturally compatible.”
Nvidia has an installed base of 500 million CUDA-capable GPUs globally
“Today there are five hundred million CUDA capable GPUs for developers to target.”
AlexNet Was Trained on Two Off-the-Shelf Nvidia GTX 580 GPUs
“They buy two NVIDIA GeForce GTX five eighties, which were NVIDIA's top of the line gaming cards at the time. The Toronto team rewrites their neural network algorithms in CUDA, NVIDIA's programming language. They train it on these two off the shelf GTX five eig…”
Huang: CUDA is used across almost all fields of scientific research
“CUDA is used for almost all fields of science. Everything from molecular dynamics to imaging, CT reconstruction to seismic processing to, you know, weather simulations, quantum chemistry, the list goes on, right?”
AlexNet was trained on two consumer Nvidia GeForce GTX 580 GPUs
“And what these guys from Toronto did is they went out probably to their local Best Buy or equivalent in Canada. They bought two GeForce GTX-Five-Eighty's, which were the top-of-the-line cards at the time, and they wrote their algorithm, their convolutional neu…”