Search Results for author: Yongkee Kwon

Found 2 papers, 1 papers with code

Darwin: A DRAM-based Multi-level Processing-in-Memory Architecture for Data Analytics

no code implementations23 May 2023 Donghyuk Kim, Jae-Young Kim, Wontak Han, Jongsoon Won, Haerang Choi, Yongkee Kwon, Joo-Young Kim

In this paper, we propose Darwin, a practical LRDIMM-based multi-level PIM architecture for data analytics, which fully exploits the internal bandwidth of DRAM using the bank-, bank group-, chip-, and rank-level parallelisms.

Mini-batch Serialization: CNN Training with Inter-layer Data Reuse

1 code implementation30 Sep 2018 Sangkug Lym, Armand Behroozi, Wei Wen, Ge Li, Yongkee Kwon, Mattan Erez

Training convolutional neural networks (CNNs) requires intense computations and high memory bandwidth.

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