The AMD Instinct™ MI 300 Series accelerators were conceptualized to extract maximum HPC and AI capability from the latest silicon and advanced packaging technology, designed to operate as CPU hosted PCle® device, MI300X, as well as a self-hosted accelerated processing unit (APU), MI300A. AMD chiplet capabilities and advanced packaging allow AMD's first-ever integration of data center class CPU, GPU accelerated compute, AMD Infinity Cache, and 8-stack HBM3 memory system into a single package. Observing that many Al and HPC operators are memory bound, AMD targeted MI300 to deliver over 5TBps of HBM3 peak bandwidth.
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Smith et al. (2024) studied this question.
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