Could you please tell me the gpu edition used in your CAA search?

[yyl-github-1896]

Hi, I found there is no NAGA-II search code relased, so I reimplemented by myself. I followed the direction in your paper, used pymoo, set the search paramater as in your paper, and used 3 2080Ti GPU. But I found that my search time consumption on CIFAR-10 (more than 10 days on 3GPU) is much more than that the search time reported in your paper (3GPU/d). Did you mean by 3GPU/d that you searched on 3GPU and finished in 1 day? Is that because your gpu is much faster than mine? Could you please tell me the gpu edition you used in your CAA search?

[vtddggg]

The speed is determined by many factors.

1. 2080Ti has only 11G memory but P100/V100 has 16G. It means the batch-size can be smaller if you use 2080Ti. I use V100 in the experiments.
2. If the installed torch is accelerated by cudnn.
3. the hyper-params used in NAGA-II implementation.

Also there will be other factors which is not mentioned above.

[zzx528]

We had a lot of problems reproducing the paper, can you provide NAGA-II search code?

[vtddggg]

Sorry, there is no plan to open the search code till now.

You can refer to pymoo and MixPath to implement the NAGA-II search. If you have any other problems during reimplementing the CAA, feel free to put questions here.

[yyl-github-1896]

We had a lot of problems reproducing the paper, can you provide NAGA-II search code?

My reimplementation is very far from perfect, but if you like, I can share my code through e-mail (please tell me your e-mail address), and I will be happy to talk about these problems.

[Rainwind1995]

We had a lot of problems reproducing the paper, can you provide NAGA-II search code?

My reimplementation is very far from perfect, but if you like, I can share my code through e-mail (please tell me your e-mail address), and I will be happy to talk about these problems.

Can you send me a code for reference?

[zzx528]

We had a lot of problems reproducing the paper, can you provide NAGA-II search code?

My reimplementation is very far from perfect, but if you like, I can share my code through e-mail (please tell me your e-mail address), and I will be happy to talk about these problems.

OK，thank you ! my e-mail [email protected]

[yyl-github-1896]

We had a lot of problems reproducing the paper, can you provide NAGA-II search code?

My reimplementation is very far from perfect, but if you like, I can share my code through e-mail (please tell me your e-mail address), and I will be happy to talk about these problems.

Can you send me a code for reference?

Please tell me your e-mail, I will send to you soon

[Rainwind1995]

We had a lot of problems reproducing the paper, can you provide NAGA-II search code?

My reimplementation is very far from perfect, but if you like, I can share my code through e-mail (please tell me your e-mail address), and I will be happy to talk about these problems.

Can you provide your email address? I'd like to ask you some questions about the NSGA2 code you provided

[yyl-github-1896]

We had a lot of problems reproducing the paper, can you provide NAGA-II search code?

My reimplementation is very far from perfect, but if you like, I can share my code through e-mail (please tell me your e-mail address), and I will be happy to talk about these problems.

Can you provide your email address? I'd like to ask you some questions about the NSGA2 code you provided

[email protected]

[zzx528]

Sorry, there is no plan to open the search code till now.

You can refer to pymoo and MixPath to implement the NAGA-II search. If you have any other problems during reimplementing the CAA, feel free to put questions here.

Now, I'm having some problems with my experiment, why is res.F and res.X always None, no search results. Can you tell me what caused this?

[shudong-zhang]

We had a lot of problems reproducing the paper, can you provide NAGA-II search code?

My reimplementation is very far from perfect, but if you like, I can share my code through e-mail (please tell me your e-mail address), and I will be happy to talk about these problems.

Can you provide your email address? I'd like to ask you some questions about the NSGA2 code you provided

[email protected]

你好，可以提供下复现代码吗？[email protected]

[Asber777]

Hi, I found there is no NAGA-II search code relased, so I reimplemented by myself. I followed the direction in your paper, used pymoo, set the search paramater as in your paper, and used 3 2080Ti GPU. But I found that my search time consumption on CIFAR-10 (more than 10 days on 3GPU) is much more than that the search time reported in your paper (3GPU/d). Did you mean by 3GPU/d that you searched on 3GPU and finished in 1 day? Is that because your gpu is much faster than mine? Could you please tell me the gpu edition you used in your CAA search?

请问可以要一份复现代码吗? 我的邮箱是[email protected] 十分感谢

[magic-liu2021]

Hi, I found there is no NAGA-II search code relased, so I reimplemented by myself. I followed the direction in your paper, used pymoo, set the search paramater as in your paper, and used 3 2080Ti GPU. But I found that my search time consumption on CIFAR-10 (more than 10 days on 3GPU) is much more than that the search time reported in your paper (3GPU/d). Did you mean by 3GPU/d that you searched on 3GPU and finished in 1 day? Is that because your gpu is much faster than mine? Could you please tell me the gpu edition you used in your CAA search?

Hello, I would also like to learn your reproduction code? Could you send me a copy,
[email protected]. Thank you very much!

[MyGoddess1]

Hi, I found there is no NAGA-II search code relased, so I reimplemented by myself. I followed the direction in your paper, used pymoo, set the search paramater as in your paper, and used 3 2080Ti GPU. But I found that my search time consumption on CIFAR-10 (more than 10 days on 3GPU) is much more than that the search time reported in your paper (3GPU/d). Did you mean by 3GPU/d that you searched on 3GPU and finished in 1 day? Is that because your gpu is much faster than mine? Could you please tell me the gpu edition you used in your CAA search?

Hello,i would also like to learn your reproceduction code about CCA,i am also a adversarial menthod learner.Could you send me a copy?[email protected] you very much.