RNN Architecture Search on PTB (test)
55.7PerplexityDARTS 2nd
Evaluation results
| Method | Links | |
|---|---|---|
| DARTS 2ndEvaluation Epochs=8000, Parameters (M)=23, Search Time (GPU Days)=12021.06 | 55.7 | |
| GDASEvaluation Epochs=2000, Parameters (M)=23, Search Time (GPU Days)=0.42021.06 | 57.5 | |
| DARTS 1stEvaluation Epochs=8000, Parameters (M)=23, Search Time (GPU Days)=0.52021.06 | 57.6 | |
| ENAS++Evaluation Epochs=8000, Parameters (M)=24, Search Time (GPU Days)=0.5, Note=Reevaluated by Liu et al. 20192021.06 | 58.6 | |
| Random searchEvaluation Epochs=8000, Parameters (M)=23, Search Time (GPU Days)=22021.06 | 59.4 | |
| NASParameters (M)=25, Search Time (GPU Days)=10000, Search Space=Slightly different operator types and network meta-structure2021.06 | 64 |