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National Repository of Grey Literature 2 records found  Search took 0.00 seconds. 
Neural Language Model Acceleration
 Labaš, Dominik ; Černocký, Jan (referee) ; Beneš, Karel (advisor)
This work adresses the topic of neural language model acceleration. The aim of this work is to optimize model of a feed-forward neural network. In accelerating of the neural network we used a change of activation function, pre-calculation of matrices for calculationg the hidden layer, implementation of the model's history cache and unnormalized model. The best-performing model was accelerated by 75.3\%.
Detailed record
Neural Language Model Acceleration
 Labaš, Dominik ; Černocký, Jan (referee) ; Beneš, Karel (advisor)
This work adresses the topic of neural language model acceleration. The aim of this work is to optimize model of a feed-forward neural network. In accelerating of the neural network we used a change of activation function, pre-calculation of matrices for calculationg the hidden layer, implementation of the model's history cache and unnormalized model. The best-performing model was accelerated by 75.3\%.
Detailed record

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