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ZeroQuant-HERO: Hardware-Enhanced Robust Optimized Post-Training Quantization Framework for W8A8 Transformers.

Z. Yao, R. Aminabadi, S. Youn, X. Wu, E. Zheng, and Y. He. CoRR, (2023)

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Enayatollah Yazdani

Ibrahim Yazdani

Shams Yazdani

Fahema Yazdani

Sima Yazdani

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Understanding INT4 Quantization for Transformer Models: Latency Speedup, Composability, and Failure Cases.X. Wu, C. Li, R. Aminabadi, Z. Yao, and Y. He. CoRR, (2023)ZeroQuant: Efficient and Affordable Post-Training Quantization for Large-Scale Transformers.Z. Yao, R. Aminabadi, M. Zhang, X. Wu, C. Li, and Y. He. NeurIPS, (2022)Understanding Int4 Quantization for Language Models: Latency Speedup, Composability, and Failure Cases.X. Wu, C. Li, R. Aminabadi, Z. Yao, and Y. He. ICML, volume 202 of Proceedings of Machine Learning Research, page 37524-37539. PMLR, (2023)ZeRO-Offload: Democratizing Billion-Scale Model Training.J. Ren, S. Rajbhandari, R. Aminabadi, O. Ruwase, S. Yang, M. Zhang, D. Li, and Y. He. USENIX ATC, page 551-564. USENIX Association, (2021)ZeroQuant-HERO: Hardware-Enhanced Robust Optimized Post-Training Quantization Framework for W8A8 Transformers.Z. Yao, R. Aminabadi, S. Youn, X. Wu, E. Zheng, and Y. He. CoRR, (2023)DeepSpeed- Inference: Enabling Efficient Inference of Transformer Models at Unprecedented Scale.R. Aminabadi, S. Rajbhandari, A. Awan, C. Li, D. Li, E. Zheng, O. Ruwase, S. Smith, M. Zhang, J. Rasley and 1 other author(s). SC, page 46:1-46:15. IEEE, (2022)DeepSpeed-MoE: Advancing Mixture-of-Experts Inference and Training to Power Next-Generation AI Scale.S. Rajbhandari, C. Li, Z. Yao, M. Zhang, R. Aminabadi, A. Awan, J. Rasley, and Y. He. ICML, volume 162 of Proceedings of Machine Learning Research, page 18332-18346. PMLR, (2022)Fault-tolerant 3-D network-on-chip design using dynamic link sharing.S. Rezaei, M. Modarressi, R. Aminabadi, and M. Daneshtalab. DATE, page 1195-1200. IEEE, (2016)

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Disambiguation of "Aminabadi, Reza Yazdani"

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ZeroQuant-HERO: Hardware-Enhanced Robust Optimized Post-Training Quantization Framework for W8A8 Transformers.

Please choose a person to relate this publication to

Enayatollah Yazdani

Ibrahim Yazdani

Shams Yazdani

Fahema Yazdani

Sima Yazdani

Other publications of authors with the same name

Disambiguation

BibSonomy

Disambiguation of "Aminabadi, Reza Yazdani"

copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML ZeroQuant-HERO: Hardware-Enhanced Robust Optimized Post-Training Quantization Framework for W8A8 Transformers.

Please choose a person to relate this publication to

Enayatollah Yazdani

Ibrahim Yazdani

Shams Yazdani

Fahema Yazdani

Sima Yazdani

Other publications of authors with the same name

Disambiguation

copy delete add this publication to your clipboard
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URL
DOI
BibTeX
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Chicago
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ZeroQuant-HERO: Hardware-Enhanced Robust Optimized Post-Training Quantization Framework for W8A8 Transformers.