ARM's New Processors Are Designed To Power the Machine-Learning Machines (theverge.com)

An anonymous reader shares an article: Official today, the ARM Cortex-A75 is the new flagship-tier mobile processor design, with a claimed 22 percent improvement in performance over the incumbent A73. It's joined by the new Cortex-A55, which has the highest power efficiency of any mid-range CPU ARM's ever designed, and the Mali-G72 graphics processor, which also comes with a 25 percent improvement in efficiency relative to its predecessor G71. The efficiency improvements are evolutionary and predictable, but the revolutionary aspects of this new lineup relate to artificial intelligence: this is the first set of processing components designed specifically to tackle the challenges of onboard AI and machine learning. Plus, last year's updates to improve performance in the power-hugry tasks of augmented and virtual reality are being extended and elaborated. [...] ARM won't just be powering machine learning with its new chips, it'll benefit from ML too. The new designs benefit from an improved branch predictor that uses neural network algorithms to improve data prefetching and overall performance.

Comments

Need Memory Improvements Too

[lobiusmoop]

IMHO what is mostly needed is faster memory. Modern ML often involves working with multi-Gigabyte domain models, stored in DRAM, where the access latency hasn't changed particularly in the last 10 years.