Skip to content

Enhancement evaluating sustainability and runtime #208

Open
@headscott

Description

@headscott

Hello,

I have written a bachelor's thesis on the sustainability of (adversarial) training and inference. As part of my research, I trained two models multiple times with various modifications. Additionally, I measured the inference time of many of the models listed on your page using CIFAR-100. If you're interested, I can share my thesis and/or the results with you - though most of the data is currently in German.

I also believe it would be valuable to add a column to your page indicating resource efficiency. This could include training and/or inference metrics, such as runtime, power consumption, or a general sustainability label for the models.

Thanks in advance :D

Activity

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment

Metadata

Metadata

Assignees

No one assigned

    Labels

    No labels
    No labels

    Type

    No type

    Projects

    No projects

    Milestone

    No milestone

    Relationships

    None yet

      Development

      No branches or pull requests

        Participants

        @headscott

        Issue actions

          Enhancement evaluating sustainability and runtime · Issue #208 · RobustBench/robustbench