DLUX: A LUT-Based Near-Bank Accelerator for Data Center Deep Learning Training Workloads

Author:

Gu PengORCID,Xie XinfengORCID,Li Shuangchen,Niu Dimin,Zheng Hongzhong,Malladi Krishna T.,Xie YuanORCID

Funder

NSF

Samsung Semiconductor, Inc

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Electrical and Electronic Engineering,Computer Graphics and Computer-Aided Design,Software

Cited by 10 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. ReApprox-PIM: Reconfigurable Approximate Lookup-Table (LUT)-Based Processing-in-Memory (PIM) Machine Learning Accelerator;IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems;2024-08

2. Reconfigurable Processing-in-Memory Architecture for Data Intensive Applications;2024 37th International Conference on VLSI Design and 2024 23rd International Conference on Embedded Systems (VLSID);2024-01-06

3. SAVector: Vectored Systolic Arrays;IEEE Access;2024

4. Design principles for lifelong learning AI accelerators;Nature Electronics;2023-11-16

5. PIMFlow: Compiler and Runtime Support for CNN Models on Processing-in-Memory DRAM;Proceedings of the 21st ACM/IEEE International Symposium on Code Generation and Optimization;2023-02-17

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