Aug 24, 2020 · We present a vision for the Erudite architecture that redefines the compute and memory abstractions such that memory bandwidth and capacity become first-class ...
Aug 22, 2022 · The gap between processor and memory performance and density continued to increase - this is often referred to as the "Memory Wall".
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Aug 24, 2020 · This paper presents the Erudite system architecture that enables compute engines to perform massively parallel, fine- grained accesses to the ...
The proposed weight manipulation algorithms saves at least 20% of memory on state-of-the-art image classification models with very minor accuracy loss. This ...
Aug 24, 2020 · A vision for the Erudite architecture that redefines the compute and memory abstractions such that memory bandwidth and capacity become ...
Jul 15, 2020 · He showed how to increase bandwidth and power efficiency of interfaces between processors and memory – to tear down the dreaded Memory Wall.
Feb 17, 2020 · The memory wall results from two issues: outdated computing architecture, with a physical separation between computer processors and memory; and ...
Jun 25, 2018 · In this blog entry we will see how to implement such a computational kernel on top of data structures that are cache- and compression-friendly.
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This distributed, near-memory computing architecture allows us to tear down the performance-limiting memory wall with an abundance of data bandwidth. We ...
UVA Engineering was tapped in 2018 to spearhead the $29.7 million Center for Research in Intelligent Storage and Processing in Memory to remove a roadblock.