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Models/sharpDARTS

sharpDARTS

Reported on 6 benchmarks across 2 tasks · 1 paper · 4 SOTA

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

Methodology6 results

  • Neural Architecture SearchonImageNet
    Accuracy· 2019-03-23
    76
    best: 83.9 (DeepMAD-50M)
    SOTA
    sharpDARTS: Faster and More Accurate Differentiable Architecture SearcharXiv:1903.09900
  • Neural Architecture SearchonImageNet
    Top-1 Error Rate· 2019-03-23
    24
    best: 16.1 (DeepMAD-50M)
    SOTA
    sharpDARTS: Faster and More Accurate Differentiable Architecture SearcharXiv:1903.09900
  • AutoMLonImageNet
    Accuracy· 2019-03-23
    76
    best: 83.9 (DeepMAD-50M)
    SOTA
    sharpDARTS: Faster and More Accurate Differentiable Architecture SearcharXiv:1903.09900
  • AutoMLonImageNet
    Top-1 Error Rate· 2019-03-23
    24
    best: 16.1 (DeepMAD-50M)
    SOTA
    sharpDARTS: Faster and More Accurate Differentiable Architecture SearcharXiv:1903.09900
  • Neural Architecture SearchonCIFAR-10
    Search Time (GPU days)· 2019-03-23
    1.8
    best: 224 (AlphaX-1 (cutout NASNet))
    sharpDARTS: Faster and More Accurate Differentiable Architecture SearcharXiv:1903.09900
  • AutoMLonCIFAR-10
    Search Time (GPU days)· 2019-03-23
    1.8
    best: 224 (AlphaX-1 (cutout NASNet))
    sharpDARTS: Faster and More Accurate Differentiable Architecture SearcharXiv:1903.09900