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Add WandB group name to training runs #136

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Tracked by #54
bfhealy opened this issue Oct 25, 2022 · 3 comments · Fixed by #163
Closed
Tracked by #54

Add WandB group name to training runs #136

bfhealy opened this issue Oct 25, 2022 · 3 comments · Fixed by #163
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enhancement New feature or request

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@bfhealy
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bfhealy commented Oct 25, 2022

As we run multiple iterations of training for each binary classifier, we will want to compare the different runs while maintaining organization between them. I think we should associate each run with a group that shares a common DNN architecture, hyperparameters and training set using e.g. wandb.init(group="experiment_1", job_type="eval") (https://docs.wandb.ai/guides/track/advanced/grouping).

@bfhealy bfhealy added the enhancement New feature or request label Oct 25, 2022
@bfhealy bfhealy mentioned this issue Oct 25, 2022
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@AshishMahabal
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Good idea

@guiga004
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@bfhealy - is there a default group and job_type we want to use when not specified?

@bfhealy
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bfhealy commented Nov 11, 2022

@guiga004 Perhaps the default group could be 'experiment' and job_type 'train'?

@bfhealy bfhealy linked a pull request Nov 11, 2022 that will close this issue
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