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Machine Learning Model Sizes and the Parameter Gap


Jul 05, 2022
Pablo Villalobos, Jaime Sevilla, Tamay Besiroglu, Lennart Heim, Anson Ho, Marius Hobbhahn


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Compute Trends Across Three Eras of Machine Learning


Mar 09, 2022
Jaime Sevilla, Lennart Heim, Anson Ho, Tamay Besiroglu, Marius Hobbhahn, Pablo Villalobos


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Measuring what Really Matters: Optimizing Neural Networks for TinyML


Apr 21, 2021
Lennart Heim, Andreas Biri, Zhongnan Qu, Lothar Thiele


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