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.
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!
@narekvslife This is also a great suggestion! We would love to have this a feature, as I think it would save compute and time down the road, especially as Brain-Score scales. Thanks again for adding this
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!