DARTS-PRIME

Reported on 4 benchmarks across 2 tasks · 1 paper

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Methodology4 results

Neural Architecture SearchonCIFAR-100
Percentage Error· 2021-06-22
17.44
best: 11.7 (DNA-c)
DARTS-PRIME: Regularization and Scheduling Improve Constrained Optimization in Differentiable NAS arXiv:2106.11655
Neural Architecture SearchonCIFAR-10
Search Time (GPU days)· 2021-06-22
0.5
best: 224 (AlphaX-1 (cutout NASNet))
DARTS-PRIME: Regularization and Scheduling Improve Constrained Optimization in Differentiable NAS arXiv:2106.11655
AutoMLonCIFAR-100
Percentage Error· 2021-06-22
17.44
best: 11.7 (DNA-c)
DARTS-PRIME: Regularization and Scheduling Improve Constrained Optimization in Differentiable NAS arXiv:2106.11655
AutoMLonCIFAR-10
Search Time (GPU days)· 2021-06-22
0.5
best: 224 (AlphaX-1 (cutout NASNet))
DARTS-PRIME: Regularization and Scheduling Improve Constrained Optimization in Differentiable NAS arXiv:2106.11655