search

alibaba / lightweight-neural-architecture-search

This is a collection of our zero-cost NAS and efficient vision applications.
Apache License 2.0
383 stars 50 forks source link

How Is Data Loaded? #1

Closed impulsecorp closed 2 years ago

impulsecorp commented 2 years ago

I read your paper and understand how the entropy score is calculated without using any data, but does the EA part of the program use real data? I am trying to figure out how to use your program on my own dataset. I see at https://github.com/alibaba/lightweight-neural-architecture-search/blob/main/scripts/classification/README.md you describe how to use the searched model in my own pipeline, but do I use my own data at all to train your program?

xiuyu-sxy commented 2 years ago

I read your paper and understand how the entropy score is calculated without using any data, but does the EA part of the program use real data? I am trying to figure out how to use your program on my own dataset. I see at https://github.com/alibaba/lightweight-neural-architecture-search/blob/main/scripts/classification/README.md you describe how to use the searched model in my own pipeline, but do I use my own data at all to train your program?

hi @impulsecorp the EA part does not need real data. The search process only depends on the entropy score. And the output is a structure without training. After searching, you can train the model with your own data.