Neural Architecture Search on ImageNet (train val)
0.6Search Cost (GPU-days)DW-NAS
Evaluation results
| Method | Links | |
|---|---|---|
| DW-NASDifferentiable Search=true, Proxyless Search=true, Latency Optimization=true, Specified Latency=true, Transformable Search=true, Transformable Training=true, Elastic Training=true2025.12 | 0.6 | |
| Method [11]Differentiable Search=true, Proxyless Search=false, Latency Optimization=false, Specified Latency=false, Transformable Search=false, Transformable Training=false, Elastic Training=false2025.12 | 1 | |
| Method [19]Differentiable Search=true, Proxyless Search=true, Latency Optimization=true, Specified Latency=false, Transformable Search=false, Transformable Training=false, Elastic Training=false2025.12 | 8 | |
| Method [20]Differentiable Search=true, Proxyless Search=true, Latency Optimization=true, Specified Latency=false, Transformable Search=false, Transformable Training=false, Elastic Training=false2025.12 | 9 | |
| Method [15]Differentiable Search=false, Proxyless Search=true, Latency Optimization=true, Specified Latency=true, Transformable Search=false, Transformable Training=false, Elastic Training=false2025.12 | 53 | |
| Method [12]Differentiable Search=false, Proxyless Search=true, Latency Optimization=true, Specified Latency=true, Transformable Search=false, Transformable Training=false, Elastic Training=false2025.12 | 1,667 |