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AssigneeSamsung Electronics Co., Ltd.
InventorsMohamed Saied Abdelkader ABDELFATTAH, Abhinav MEHROTRA, Lukasz DUDZIAK
Estimating the term…
The disclosure relates to methods, apparatuses and systems for improving a neural architecture search (NAS). For example, A computer-implemented method using a searching algorithm to design a neural network architecture is provided, the method including: obtaining a plurality of neural network models; selecting a first subset of the plurality of neural network models; applying the searching algorithm to the selected subset of models; and identifying an optimal neural network architecture by repeating the selecting and applying for a fixed number of iterations; wherein at least one score indicative of validation loss for each model is used in or alongside at least one of the selecting and applying.
A computer-implemented method using a searching algorithm to design a neural network architecture, the method comprising
A server comprising:
A non-transitory computer-readable recording medium having recorded thereon a program which, when executed by a computer, causes the computer to perform operations comprising:
Dependencies are inferred from the claim text.