Neural Architecture Search (NAS) algorithms automate the task of finding optimal deep learning architectures given an initial search space of possible operations . In this paper we present a new framework called Neural ArchitectureType System (NeuralArTS) that categorizes the infinite set of network operations in a structured type system . We further demonstrate how NeuralArTScan can be applied to convolutional layers and propose several future directions .

Author(s) : Robert Wu, Nayan Saxena, Rohan Jain

Links : PDF - Abstract

Code :
Coursera

Keywords : search - neural - system - type - architecture -

Leave a Reply

Your email address will not be published. Required fields are marked *