GPUs Power Ahead

GPUs, long a sideshow for CPUs, are suddenly the rising stars of the processor world. They are a first choice in everything from artificial intelligence systems to automotive ADAS applications and deep learning systems powered by convolutional neural networks. And they are still the mainstays of high-performance computing, gaming and scientific computation, to name a few. Even well-known challenges in programming GPUs have not stopping their trajectory, thanks to better programming languages. The increase in GPU computing is very much tied to the explosion in parallel programming, said Roy Kim, Accelerated Computing Product Lead at Nvidia. “Going forward, and it has been true for a while now, the way you get performance out of processors is to go parallel for many, many reasons. It just happened to be that when…

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