Efficient Novelty-Driven Neural Architecture Search

no code implementations • 22 Jul 2019 • Miao Zhang, Huiqi Li, Shirui Pan, Taoping Liu, Steven Su

The best architecture obtained by our algorithm with the same search space achieves the state-of-the-art test error rate of 2. 51\% on CIFAR-10 with only 7. 5 hours search time in a single GPU, and a validation perplexity of 60. 02 and a test perplexity of 57. 36 on PTB.

Neural Architecture Search