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MS-DARTS

paper : MS-DARTS: Mean-Shift Based Differentiable Architecture Search link
This code is based on the implementation of DARTS, NAS-Bench-1Shot1 and SmoothDARTS.

1. Download

  • nasbench tfrecord link
  • Imagenet weight link
  • Cifar10 weight link

2. training search

$ cd MS-DARTS/sota/cnn
$ python train_search_ms.py

3. evluation

  • Get the architecture with best validation accuracy in training search stage
  • Add the architecture in genotypes.py
  • train these Genotype with following

$ cd MS-DARTS/sota/cnn
$ python train.py

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