Optimising neural network training efficiency through spectral parameter-based multiple adaptive learning rates
The process of training deep neural networks involves heavily solving optimization problems. Finding optimal values for different hyperparameters makes training neural networks challenging. A hyperparameter called learning rate or step size is one of the most crucial factors in optimization using gr...
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| Format: | Final Year Project / Dissertation / Thesis |
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2023
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| Online Access: | http://eprints.utar.edu.my/6338/ http://eprints.utar.edu.my/6338/1/4._Revised_Dissertation_Koay_Yeong_Lin.pdf |