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An Energy-Efficient Transformer Processor Exploiting Dynamic Weak Relevances in Global Attention.

Y. Wang, Y. Qin, D. Deng, J. Wei, Y. Zhou, Y. Fan, T. Chen, H. Sun, L. Liu, S. Wei, and S. Yin. IEEE J. Solid State Circuits, 58 (1): 227-242 (2023)

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Yubin Kuang

Yubin Zhao

Yubin Hu

Qi Qin

Qin Li

Other publications of authors with the same name

A 28nm 27.5TOPS/W Approximate-Computing-Based Transformer Processor with Asymptotic Sparsity Speculating and Out-of-Order Computing.Y. Wang, Y. Qin, D. Deng, J. Wei, Y. Zhou, Y. Fan, T. Chen, H. Sun, L. Liu, S. Wei and 1 other author(s). ISSCC, page 1-3. IEEE, (2022)Trainer: An Energy-Efficient Edge-Device Training Processor Supporting Dynamic Weight Pruning.Y. Wang, Y. Qin, D. Deng, J. Wei, T. Chen, X. Lin, L. Liu, S. Wei, and S. Yin. IEEE J. Solid State Circuits, 57 (10): 3164-3178 (2022)SWPU: A 126.04 TFLOPS/W Edge-Device Sparse DNN Training Processor With Dynamic Sub-Structured Weight Pruning.Y. Wang, Y. Qin, L. Liu, S. Wei, and S. Yin. IEEE Trans. Circuits Syst. I Regul. Pap., 69 (10): 4014-4027 (2022)A 28nm 276.55TFLOPS/W Sparse Deep-Neural-Network Training Processor with Implicit Redundancy Speculation and Batch Normalization Reformulation.Y. Wang, Y. Qin, D. Deng, J. Wei, T. Chen, X. Lin, L. Liu, S. Wei, and S. Yin. VLSI Circuits, page 1-2. IEEE, (2021)BR-CIM: An Efficient Binary Representation Computation-In-Memory Design.Z. Yue, Y. Wang, Y. Qin, L. Liu, S. Wei, and S. Yin. IEEE Trans. Circuits Syst. I Regul. Pap., 69 (10): 3940-3953 (2022)HPPU: An Energy-Efficient Sparse DNN Training Processor with Hybrid Weight Pruning.Y. Wang, Y. Qin, L. Liu, S. Wei, and S. Yin. AICAS, page 1-4. IEEE, (2021)A 28nm 49.7TOPS/W Sparse Transformer Processor with Random-Projection-Based Speculation, Multi-Stationary Dataflow, and Redundant Partial Product Elimination.Y. Qin, Y. Wang, D. Deng, X. Yang, Z. Zhao, Y. Zhou, Y. Fan, J. Wei, T. Chen, L. Liu and 3 other author(s). A-SSCC, page 1-3. IEEE, (2023)A 28nm 77.35TOPS/W Similar Vectors Traceable Transformer Processor with Principal-Component-Prior Speculating and Dynamic Bit-wise Stationary Computing.Y. Wang, Y. Qin, D. Deng, X. Yang, Z. Zhao, R. Guo, Z. Yue, L. Liu, S. Wei, Y. Hu and 1 other author(s). VLSI Technology and Circuits, page 1-2. IEEE, (2023)34.1 A 28nm 83.23TFLOPS/W POSIT-Based Compute-in-Memory Macro for High-Accuracy AI Applications.Y. Wang, X. Yang, Y. Qin, Z. Zhao, R. Guo, Z. Yue, H. Han, S. Wei, Y. Hu, and S. Yin. ISSCC, page 566-568. IEEE, (2024)20.2 A 28nm 74.34TFLOPS/W BF16 Heterogenous CIM-Based Accelerator Exploiting Denoising-Similarity for Diffusion Models.R. Guo, L. Wang, X. Chen, H. Sun, Z. Yue, Y. Qin, H. Han, Y. Wang, F. Tu, S. Wei and 2 other author(s). ISSCC, page 362-364. IEEE, (2024)

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Disambiguation of "Qin, Yubin"

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An Energy-Efficient Transformer Processor Exploiting Dynamic Weak Relevances in Global Attention.

Please choose a person to relate this publication to

Yubin Kuang

Yubin Zhao

Yubin Hu

Qi Qin

Qin Li

Other publications of authors with the same name

Disambiguation

BibSonomy

Disambiguation of "Qin, Yubin"

copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML An Energy-Efficient Transformer Processor Exploiting Dynamic Weak Relevances in Global Attention.

Please choose a person to relate this publication to

Yubin Kuang

Yubin Zhao

Yubin Hu

Qi Qin

Qin Li

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
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APA
Chicago
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An Energy-Efficient Transformer Processor Exploiting Dynamic Weak Relevances in Global Attention.