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Mar 19, 2024

DRAM Cache For GPUs Improves Performance By Up To 12.5x While Significantly Reducing Power Versus HBM

Posted by in categories: robotics/AI, sustainability

A new research paper has discovered the usefulness of DRAM cache for GPUs which can help enable higher performance at low power.

Researchers Propose The Use Of Dedicated DRAM Caches Onto Newly-Built SCMs For GPUs, Replacing Conventional HBM Configuration

The GPU industry, which involves consumer, workstation, and AI GPUs, is proceeding in a way that we are seeing advancements in memory capacities and bandwidth, but it isn’t sustainable, and ultimately, we could hit the limits if an innovative approach isn’t taken.

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