Skip to content

Feature suggestion: distributed learning on volunteer compute #122

@narekvslife

Description

@narekvslife

Another feature idea is for a case where we allow the user to upload their model, which we will train for them and evaluate on a chosen benchmark with a chose metric.

We can think of ways to use open-source distributed-learning libraries like this one for very distributed training (taking into account a possibility where compute is not guaranteed for the whole training process and coincidently) on volunteer computers.

And there are [known success stories] of volunteer compute being used for costly scientific computations (https://en.wikipedia.org/wiki/LHC@home#:~:text=The%20project's%20computing%20power%20isand%20other%20experimental%20particle%20accelerators.&text=The%20project%20is%20run%20withteraFLOPS%20as%20of%20March%202023.)

I understand that this is very far-fetched but hopefully Brain-Score team grows enourmously one day, and there will be enough people to handle this as well!

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

    Issue actions