DSNAS

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 SearchonNAS-Bench-201, ImageNet-16-120
Accuracy (Val)· 2020-02-21
41.07
best: 46.73 (AG-Net)
DSNAS: Direct Neural Architecture Search without Parameter Retraining arXiv:2002.09128
Neural Architecture SearchonNAS-Bench-201, CIFAR-100
Accuracy (Val)· 2020-02-21
31.01
best: 73.49 (DiNAS)
DSNAS: Direct Neural Architecture Search without Parameter Retraining arXiv:2002.09128
AutoMLonNAS-Bench-201, ImageNet-16-120
Accuracy (Val)· 2020-02-21
41.07
best: 46.73 (AG-Net)
DSNAS: Direct Neural Architecture Search without Parameter Retraining arXiv:2002.09128
AutoMLonNAS-Bench-201, CIFAR-100
Accuracy (Val)· 2020-02-21
31.01
best: 73.49 (DiNAS)
DSNAS: Direct Neural Architecture Search without Parameter Retraining arXiv:2002.09128