2 papers
cs.AR2024
SAL-PIM: A Subarray-level Processing-in-Memory Architecture with LUT-based Linear Interpolation for Transformer-based Text Generation
Wontak Han, Hyunjun Cho, Donghyuk Kim +1
Text generation is a compelling sub-field of natural language processing, aiming to generate human-readable text from input words. In particular, the decoder-only generative models…
eess.SY2023
Darwin: A DRAM-based Multi-level Processing-in-Memory Architecture for Data Analytics
Donghyuk Kim, Jae-Young Kim, Wontak Han +4
Processing-in-memory (PIM) architecture is an inherent match for data analytics application, but we observe major challenges to address when accelerating it using PIM. In this pape…