ML-CGRA: An Integrated Compilation Framework to Enable Efficient Machine Learning Acceleration on CGRAs
Author:
Affiliation:
1. University of Rochester
2. Microsoft
3. Pacific Northwest National Laboratory
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/10247654/10247655/10247873.pdf?arnumber=10247873
Reference29 articles.
1. A CGRA based Neural Network Inference Engine for Deep Reinforcement Learning
2. NP-CGRA: Extending CGRAs for Efficient Processing of Light-weight Deep Neural Networks
3. Timeloop: A Systematic Approach to DNN Accelerator Evaluation
4. CamemBERT: a Tasty French Language Model;martin;CoRR,2019
5. MLIR: Scaling Compiler Infrastructure for Domain Specific Computation
Cited by 4 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. HLSFactory: A Framework Empowering High-Level Synthesis Datasets for Machine Learning and Beyond;Proceedings of the 2024 ACM/IEEE International Symposium on Machine Learning for CAD;2024-09-09
2. MLIR-to-CGRA: A Versatile MLIR-Based Compiler Framework for CGRAs;2024 IEEE 35th International Conference on Application-specific Systems, Architectures and Processors (ASAP);2024-07-24
3. Automating functional unit and register binding for synchoros CGRA platform;Design Automation for Embedded Systems;2024-06
4. An Agile Deploying Approach for Large-Scale Workloads on CGRA-CPU Architecture;2024 Design, Automation & Test in Europe Conference & Exhibition (DATE);2024-03-25
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3