Problems of Neural Network Architecture Benchmarking and Search

Abstract

In this paper we made a survey of neural architecture search algorithms and their benchmarking. Based on our survey we highlight the current problems in the quality of neural network architecture benchmarking and in the comparison of neural architecture search algorithms.