基本信息
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个人简介
Bard/Magi/Palm2: serving infrastructure and efficiency optimization
GLaM: Efficient Scaling of Language Models with Mixture-of-Experts
GSPMD: General and Scalable Parallelization for ML Computation Graphs
GShard: Scaling Giant Models with Conditional Computation and Automatic Sharding
GPipe: Efficient training of giant neural networks; Automatically discovery of deep learning architectures using meta learning.
AmoebaNet: Regularized Evolution for Image Classifier Architecture Search
Alpa: Automated Model-Parallel Deep Learning
Deeprank: The Algorithm That Made Search Natural. https://youtu.be/tFq6Q_muwG0?t=2631
M4: Massively multilingual massive neural machine translation
I'm heavily involved in these projects above
GLaM: Efficient Scaling of Language Models with Mixture-of-Experts
GSPMD: General and Scalable Parallelization for ML Computation Graphs
GShard: Scaling Giant Models with Conditional Computation and Automatic Sharding
GPipe: Efficient training of giant neural networks; Automatically discovery of deep learning architectures using meta learning.
AmoebaNet: Regularized Evolution for Image Classifier Architecture Search
Alpa: Automated Model-Parallel Deep Learning
Deeprank: The Algorithm That Made Search Natural. https://youtu.be/tFq6Q_muwG0?t=2631
M4: Massively multilingual massive neural machine translation
I'm heavily involved in these projects above
研究兴趣
论文共 34 篇作者统计合作学者相似作者
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Sidharth Mudgal, Jong Lee, Harish Ganapathy,YaGuang Li,Tao Wang,Yanping Huang,Zhifeng Chen,Heng-Tze Cheng,Michael Collins,Trevor Strohman,Jilin Chen,Alex Beutel,
CoRR (2023)
引用0浏览0EI引用
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Ke Hu,Tara N. Sainath,Bo Li,Nan Du,Yanping Huang,Andrew M. Dai,Yu Zhang, Rodrigo Cabrera,Zhifeng Chen,Trevor Strohman
arxiv(2023)
引用9浏览0EIWOS引用
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