search

gmh14 / RobNets

[CVPR 2020] When NAS Meets Robustness: In Search of Robust Architectures against Adversarial Attacks
http://www.mit.edu/~yuzhe/robnets.html
MIT License
123 stars 15 forks source link

How to do archchtecture search on supernet? #12

Open TheSunWillRise opened 4 years ago

TheSunWillRise commented 4 years ago

Hi, in your paper, you say "After training the supernet, we randomly sample 1,000 architectures from the supernet and finetune each of them for 3 epochs", how to do this? Constructing a network according to a randomly generated genotype_list and evaluate this network?

gmh14 commented 4 years ago

I believe you have got the correct understanding of it.

TheSunWillRise commented 4 years ago

The released train codes are not for training super-net, right? I find it is hard to train super-net without detail setting. Could you please release the codes or configs for training super-net?

d12306 commented 3 years ago

right, btw, how you split the validation and training set during architecture search? @gmh14

abhishektyaagi commented 3 years ago

@815961618 @gmh14 Is there a way to obtain the trained super-net on any dataset?