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AI and Unified Memory Architecture: Where is it? Is it Long on Promise, Short on Delivery?

AI and Unified Memory Architecture: Where is it? Is it Long on Promise, Short on Delivery?

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This whole year sometimes feels like deja vu from 2012/2014. Back then there was a very (hand-wavy) similar approach from both AMD and Nvidia. AMD introduced hUMA with their Kaveri APU, where they did a lot of work throughout the stack to build a unified memory arch APU. Whereas Nvidia made CUDA that included a software abstraction to present a unified memory arch completely in software.

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