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pro vyhledávání: '"Offergeld, Joshua"'
Efficiency of neural network inference is undeniably important in a time where commercial use of AI models increases daily. Node pruning is the art of removing computational units such as neurons, filters, attention heads, or even entire layers to si
Externí odkaz:
http://arxiv.org/abs/2405.17506
The backpropagation algorithm remains the dominant and most successful method for training deep neural networks (DNNs). At the same time, training DNNs at scale comes at a significant computational cost and therefore a high carbon footprint. Convergi
Externí odkaz:
http://arxiv.org/abs/2405.02385