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Improve wandb logging

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Sina Hajimiri 2024-11-20 20:04:34 -05:00 committed by Ross Wightman
parent 620cb4f3cb
commit 3a6cc4fb17
1 changed files with 8 additions and 1 deletions
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9
train.py
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@ -386,6 +386,10 @@ group.add_argument('--use-multi-epochs-loader', action='store_true', default=Fal
help='use the multi-epochs-loader to save time at the beginning of every epoch')
group.add_argument('--log-wandb', action='store_true', default=False,
help='log training and validation metrics to wandb')
group.add_argument('--wandb-tags', default=[], type=str, nargs='+',
help='wandb tags')
group.add_argument('--wandb-resume-id', default='', type=str, metavar='ID',
help='If resuming a run, the id of the run in wandb')
def _parse_args():
@ -814,7 +818,10 @@ def main():
if utils.is_primary(args) and args.log_wandb:
if has_wandb:
wandb.init(project=args.experiment, config=args)
assert not args.wandb_resume_id or args.resume
wandb.init(project=args.experiment, config=args, tags=args.wandb_tags,
resume='must' if args.wandb_resume_id else None,
id=args.wandb_resume_id if args.wandb_resume_id else None)
else:
_logger.warning(
"You've requested to log metrics to wandb but package not found. "