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Set lower validation batch size for yolov8 #1629

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merged 8 commits into from
Jun 20, 2023
Merged

Set lower validation batch size for yolov8 #1629

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53b3703
Reducing validation batch size
abhinavnmagic Apr 21, 2023
31445ac
updating validator
abhinavnmagic Apr 21, 2023
d404a19
Merge branch 'main' into abhinav/fix/lower-val-batch-size
abhinavnmagic Jun 15, 2023
1a59320
set minimum to 1
abhinavnmagic Jun 15, 2023
3652a29
style changes
abhinavnmagic Jun 16, 2023
0e5e7ad
Merge branch 'main' into abhinav/fix/lower-val-batch-size
anmarques Jun 16, 2023
f447d77
Merge branch 'main' into abhinav/fix/lower-val-batch-size
abhinavnmagic Jun 16, 2023
6f63af7
Merge branch 'main' into abhinav/fix/lower-val-batch-size
abhinavnmagic Jun 20, 2023
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4 changes: 4 additions & 0 deletions src/sparseml/yolov8/trainers.py
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Expand Up @@ -279,6 +279,10 @@ def _setup_train(self, rank, world_size):
super()._setup_train(rank, world_size)
# NOTE: self.resume_training() was called in ^

if rank in {0, -1}:
self.test_loader = self.get_dataloader(self.testset, batch_size=max(1, self.train_loader.batch_size // 4), rank=-1, mode='val')
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self.validator = self.get_validator()

if rank in {0, -1}:
config = dict(self.args)
if self.manager is not None:
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