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MIGPerf: A Comprehensive Benchmark for Deep Learning Training and Inference Workloads on Multi-Instance GPUs


Jan 01, 2023
Huaizheng Zhang, Yuanming Li, Wencong Xiao, Yizheng Huang, Xing Di, Jianxiong Yin, Simon See, Yong Luo, Chiew Tong Lau, Yang You

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* 10 pages, 11 figures 

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On the Inconsistencies of Conditionals Learned by Masked Language Models


Dec 30, 2022
Tom Young, Yang You

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* 4 pages 

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GPTR: Gestalt-Perception Transformer for Diagram Object Detection


Dec 29, 2022
Xin Hu, Lingling Zhang, Jun Liu, Jinfu Fan, Yang You, Yaqiang Wu

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Elixir: Train a Large Language Model on a Small GPU Cluster


Dec 10, 2022
Haichen Huang, Jiarui Fang, Hongxin Liu, Shenggui Li, Yang You

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Go Beyond Point Pairs: A General and Accurate Sim2Real Object Pose Voting Method with Efficient Online Synthetic Training


Nov 24, 2022
Yang You, Wenhao He, Michael Xu Liu, Weiming Wang, Cewu Lu

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One-Shot General Object Localization


Nov 24, 2022
Yang You, Zhuochen Miao, Kai Xiong, Weiming Wang, Cewu Lu

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SentBS: Sentence-level Beam Search for Controllable Summarization


Oct 26, 2022
Chenhui Shen, Liying Cheng, Lidong Bing, Yang You, Luo Si

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* 10 pages, 1 figure, accepted by EMNLP 2022 

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EnergonAI: An Inference System for 10-100 Billion Parameter Transformer Models


Sep 06, 2022
Jiangsu Du, Ziming Liu, Jiarui Fang, Shenggui Li, Yongbin Li, Yutong Lu, Yang You

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Prompt Vision Transformer for Domain Generalization


Aug 18, 2022
Zangwei Zheng, Xiangyu Yue, Kai Wang, Yang You

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A Frequency-aware Software Cache for Large Recommendation System Embeddings


Aug 08, 2022
Jiarui Fang, Geng Zhang, Jiatong Han, Shenggui Li, Zhengda Bian, Yongbin Li, Jin Liu, Yang You

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