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Enabling Fast 2-bit LLM on GPUs: Memory Alignment, Sparse Outlier, and Asynchronous Dequantization.

J. Li, S. Li, J. Xu, S. Huang, Y. Lian, J. Liu, Y. Wang, and G. Dai. CoRR, (2023)

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Jing Dai

Huangdong Dai

Yangguang Dai

Min Dai

Qin Dai

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HyVE: Hybrid Vertex-Edge Memory Hierarchy for Energy-Efficient Graph Processing.G. Dai, T. Huang, Y. Wang, H. Yang, and J. Wawrzynek. IEEE Trans. Computers, 68 (8): 1131-1146 (2019)GraphSAR: a sparsity-aware processing-in-memory architecture for large-scale graph processing on ReRAMs.G. Dai, T. Huang, Y. Wang, H. Yang, and J. Wawrzynek. ASP-DAC, page 120-126. ACM, (2019)Sgap: Towards Efficient Sparse Tensor Algebra Compilation for GPU.G. Zhang, Y. Zhao, Y. Tao, Z. Yu, G. Dai, S. Huang, Y. Wen, P. Petoumenos, and Y. Wang. CoRR, (2022)Evaluating Quantized Large Language Models.S. Li, X. Ning, L. Wang, T. Liu, X. Shi, S. Yan, G. Dai, H. Yang, and Y. Wang. CoRR, (2024)CogDL: An Extensive Toolkit for Deep Learning on Graphs.Y. Cen, Z. Hou, Y. Wang, Q. Chen, Y. Luo, X. Yao, A. Zeng, S. Guo, P. Zhang, G. Dai and 4 other author(s). CoRR, (2021)Sgap: towards efficient sparse tensor algebra compilation for GPU.G. Zhang, Y. Zhao, Y. Tao, Z. Yu, G. Dai, S. Huang, Y. Wen, P. Petoumenos, and Y. Wang. CCF Trans. High Perform. Comput., 5 (2): 210-227 (June 2023)NTGAT: A Graph Attention Network Accelerator with Runtime Node Tailoring.W. Hou, K. Zhong, S. Zeng, G. Dai, H. Yang, and Y. Wang. ASP-DAC, page 645-650. ACM, (2023)TorchSparse++: Efficient Training and Inference Framework for Sparse Convolution on GPUs.H. Tang, S. Yang, Z. Liu, K. Hong, Z. Yu, X. Li, G. Dai, Y. Wang, and S. Han. MICRO, page 225-239. ACM, (2023)DF-GAS: a Distributed FPGA-as-a-Service Architecture towards Billion-Scale Graph-based Approximate Nearest Neighbor Search.S. Zeng, Z. Zhu, J. Liu, H. Zhang, G. Dai, Z. Zhou, S. Li, X. Ning, Y. Xie, H. Yang and 1 other author(s). MICRO, page 283-296. ACM, (2023)3M-AI: A Multi-task and Multi-core Virtualization Framework for Multi-FPGA AI Systems in the Cloud.S. Zeng, G. Dai, H. Sun, J. Liu, H. Zheng, Y. Wu, F. Zhang, X. Yang, Y. Cai, Y. Wang and 1 other author(s). FPGA, page 228. ACM, (2021)

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Disambiguation of "Dai, Guohao"

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Enabling Fast 2-bit LLM on GPUs: Memory Alignment, Sparse Outlier, and Asynchronous Dequantization.

Please choose a person to relate this publication to

Jing Dai

Huangdong Dai

Yangguang Dai

Min Dai

Qin Dai

Other publications of authors with the same name

Disambiguation

BibSonomy

Disambiguation of "Dai, Guohao"

copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML Enabling Fast 2-bit LLM on GPUs: Memory Alignment, Sparse Outlier, and Asynchronous Dequantization.

Please choose a person to relate this publication to

Jing Dai

Huangdong Dai

Yangguang Dai

Min Dai

Qin Dai

Other publications of authors with the same name

Disambiguation

copy delete add this publication to your clipboard
community post
history of this post
URL
DOI
BibTeX
EndNote
APA
Chicago
DIN 1505
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Enabling Fast 2-bit LLM on GPUs: Memory Alignment, Sparse Outlier, and Asynchronous Dequantization.