Neuronic architecture search with factored hierarchical search room

摘要

One or more non-volatile computer-readable media that stores commands that, when executed by one or more processors of a computer system, induce the computer system to perform operations, including:Define an initial network structure for an artificial neural network by one or more computing devices, the initial network structure comprising several blocks,assign multiple search spaces to the multiple blocks by one or more calculators, the search area for each block having one or more searchable parameters assigned to it, one or more searchable parameters contained in the Teisuchrum; which is assigned to at least one of the several blocks, includes a number of layers contained in the block; andfor each of several iterations:Modify at least one of the searchable parameters in the partial search area associated with at least one of the several blocks by one or more calculators to create a new network structure for the artificial neural network.