Efficient Neural Architecture Search via Parameter Sharing

Hieu Pham, Melody Y. Guan, Barret Zoph, Quoc V. Le, Jeff Dean

Abstract: We propose Efficient Neural Architecture Search (ENAS), a fast and inexpensive approach for automatic model design. ENAS constructs a large computational graph, where each subgraph represents a neu...