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Sustainable Processing-in-DRAM Integration and Replacement for Transformer Inference Servers

Magar, Bipin Thapa et al.
arXiv (All) · Papers
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emerging-technologieshardware-architecture
Processing-in-DRAM (PID) accelerators are emerging as a sustainable alternative to GPUs for transformer model inference. They bring compute to data, mitigate the memory bandwidth limitation, and reduce the overall energy footprint. Yet, carbon analysis of PID accelerators is covered for only a limit
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