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8 Results
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Poster
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Tue 14:00 |
FlexRound: Learnable Rounding based on Element-wise Division for Post-Training Quantization Jung Hyun Lee · Jeonghoon Kim · Se Jung Kwon · Dongsoo Lee |
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Workshop
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Benchmarking the Reliability of Post-training Quantization: a Particular Focus on Worst-case Performance |
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Poster
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Wed 17:00 |
SmoothQuant: Accurate and Efficient Post-Training Quantization for Large Language Models Guangxuan Xiao · Ji Lin · Mickael Seznec · Hao Wu · Julien Demouth · Song Han |
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Workshop
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Benchmarking the Reliability of Post-training Quantization: a Particular Focus on Worst-case Performance Zhihang Yuan · Jiawei Liu · Jiaxiang Wu · Dawei Yang · Qiang Wu · Guangyu Sun · Wenyu Liu · Xinggang Wang · Bingzhe Wu |
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Poster
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Thu 13:30 |
Quantized Distributed Training of Large Models with Convergence Guarantees Ilia Markov · Adrian Vladu · Qi Guo · Dan Alistarh |
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Poster
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Tue 17:00 |
Scaling of Class-wise Training Losses for Post-hoc Calibration Seungjin Jung · Seungmo Seo · Yonghyun Jeong · Jongwon Choi |
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Poster
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Tue 14:00 |
SLAMB: Accelerated Large Batch Training with Sparse Communication Hang Xu · Wenxuan Zhang · Jiawei Fei · Yuzhe Wu · TingWen Xie · Jun Huang · Yuchen Xie · Mohamed Elhoseiny · Panos Kalnis |
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Workshop
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PIAT: Parameter Interpolation based Adversarial Training for Image Classification Kun He · Xin Liu · Yichen Yang · Zhou Qin · Weigao Wen · Hui Xue' · John Hopcroft |