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SyncedReview

Google & DeepMind Propose Geometric Complexity for DNN Analysis and Evaluation

Bigger is not always better. While large language models and complex deep neural networks (DNNs) have resulted in huge performance gains across a variety of AI-related tasks, lighter and simpler models are often preferable in industrial applications. It is thus crucial for continued efficient DNN development and deployment that the machine learning research…

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