Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

显卡配置要求 #51

Open
jiandandan001 opened this issue May 4, 2024 · 4 comments
Open

显卡配置要求 #51

jiandandan001 opened this issue May 4, 2024 · 4 comments

Comments

@jiandandan001
Copy link

感谢分享这个优秀工作的代码。

请问要训练和测试这个模型,对于显卡最低要求要达到什么层次,在3090这种显卡上能运行吗?谢谢!

@Algolzw
Copy link
Owner

Algolzw commented May 4, 2024

你好,如果只测试的话一个3090应该可以(但输入尺寸不能太大)。训练则需要使用很小的patch size和batch size才行,我目前只在A100上试过(最小40GB显存)。你也可以尝试加一个downsample操作例如这里

@jiandandan001
Copy link
Author

你好,如果只测试的话一个3090应该可以(但输入尺寸不能太大)。训练则需要使用很小的patch size和batch size才行,我目前只在A100上试过(最小40GB显存)。你也可以尝试加一个downsample操作例如这里

谢谢您的回复和解答。请问您是说在40GB的A100上做过训练吗?

@Algolzw
Copy link
Owner

Algolzw commented May 5, 2024

是的,不过40GB也需要设置小一点的参数。最好也加上downsample操作。

@jiandandan001
Copy link
Author

是的,不过40GB也需要设置小一点的参数。最好也加上downsample操作。

明白,谢谢您,我去尝试下。

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Labels
None yet
Projects
None yet
Development

No branches or pull requests

2 participants