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NoOneUST avatar NoOneUST commented on July 18, 2024

@yuhuixu1993

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yuhuixu1993 avatar yuhuixu1993 commented on July 18, 2024

@NoOneUST , the reported accuracy 97.43+-0.07 is the best searched model (not the average accuracy of search four times) which trained four times (we follow the original DARTS paper). As the CIFAR dataset is small and the training period involved many argumentation strategies, the result can not be that stable. The search on ImageNet(We also offer the implementations) is much more stable.

from pc-darts.

NoOneUST avatar NoOneUST commented on July 18, 2024

@NoOneUST , the reported accuracy 97.43+-0.07 is the best searched model (not the average accuracy of search four times) which trained four times (we follow the original DARTS paper). As the CIFAR dataset is small and the training period involved many argumentation strategies, the result can not be that stable. The search on ImageNet(We also offer the implementations) is much more stable.

Thanks, when testing, simply use command 'python test.py' right? And can you provide your search results' distribution on both datasets? We hope to compare our improved method with yours.

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