Quark: An Integer RISC-V Vector Processor for Sub-Byte Quantized DNN Inference

Author:

AskariHemmat MohammadHossein1,Dupuis Théo1,Fournier Yoan1,El Zarif Nizar1,Cavalcante Matheus2,Perotti Matteo2,Gürkaynak Frank2,Benini Luca2,Leduc-Primeau François1,Savaria Yvon1,David Jean-Pierre1

Affiliation:

1. École Polytechnique de Montréal,Electrical Engineering Department,Québec,Canada

2. ETH Zürich,Integrated Systems Laboratory,Switzerland

Funder

CMC Microsystems

Mitacs

Publisher

IEEE

Cited by 6 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. Optimization of block-scaled integer GeMMs for efficient DNN deployment on scalable in-order vector processors;Journal of Systems Architecture;2024-09

2. Exploring RISC-V Based DNN Accelerators;2024 IEEE International Conference on Omni-layer Intelligent Systems (COINS);2024-07-29

3. A Scalable RISC-V Vector Processor Enabling Efficient Multi-Precision DNN Inference;2024 IEEE International Symposium on Circuits and Systems (ISCAS);2024-05-19

4. HIPU: A Hybrid Intelligent Processing Unit With Fine-Grained ISA for Real-Time Deep Neural Network Inference Applications;IEEE Transactions on Very Large Scale Integration (VLSI) Systems;2023-12

5. Sustainable Computing Through Open Standard ISAs: Leveraging Tailor-Fit Hardware Designs for Circular Economies;Lecture Notes in Production Engineering;2023-11-18

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