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AlbinSou / ocl_survey

Code for "A Comprehensive Empirical Evaluation on Online Continual Learning" ICCVW 2023 VCL Workshop
https://arxiv.org/abs/2308.10328
MIT License
37 stars 9 forks source link

Hydra config #1

Closed AntonioCarta closed 1 year ago

AntonioCarta commented 1 year ago

added deploy configuration to set the folders of each server in a single place.

It would also be nice to have a debug configuration that runs on a separate folder to avoid pulling the final experimental results with debug runs.

AlbinSou commented 1 year ago

added deploy configuration to set the folders of each server in a single place.

It would also be nice to have a debug configuration that runs on a separate folder to avoid pulling the final experimental results with debug runs.

Yes, right now I override the results so that could be the risk, but I hate to fill my directories with useless results folders. I can add an option to append a "debug" folder inside the results maybe ? Like experiment.debug and if it's set to true I log into this folder.

AntonioCarta commented 1 year ago

Usually I have a debug flag. If set to True, it switches to $RESULT_FOLDER/debug. You don't even need to divide it by data/method, you can just clean it each time before starting. Also, I often change other hyperparameters just to speed things up and help with debugging (num_epochs, subsampling data, ...).

Can you merge this change if it's ok for you?

AlbinSou commented 1 year ago

Usually I have a debug flag. If set to True, it switches to $RESULT_FOLDER/debug. You don't even need to divide it by data/method, you can just clean it each time before starting. Also, I often change other hyperparameters just to speed things up and help with debugging (num_epochs, subsampling data, ...).

Can you merge this change if it's ok for you?

It's fine but I just don't understand the datadir changes you made. Previously I was giving only the root of the datasets but now you changed it I think it's not going to work.