glenn-jocher commited on
Commit
1ff4370
1 Parent(s): 6769021

Validate with 2x `--workers` single-GPU/CPU fix (#6659)

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Files changed (1) hide show
  1. utils/datasets.py +1 -1
utils/datasets.py CHANGED
@@ -110,7 +110,7 @@ def create_dataloader(path, imgsz, batch_size, stride, single_cls=False, hyp=Non
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  batch_size = min(batch_size, len(dataset))
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  nd = torch.cuda.device_count() # number of CUDA devices
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- nw = min([2 * os.cpu_count() // max(nd, 1), batch_size if batch_size > 1 else 0, workers]) # number of workers
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  sampler = None if rank == -1 else distributed.DistributedSampler(dataset, shuffle=shuffle)
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  loader = DataLoader if image_weights else InfiniteDataLoader # only DataLoader allows for attribute updates
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  return loader(dataset,
 
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  batch_size = min(batch_size, len(dataset))
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  nd = torch.cuda.device_count() # number of CUDA devices
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+ nw = min([os.cpu_count() // max(nd / 2, 1), batch_size if batch_size > 1 else 0, workers]) # number of workers
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  sampler = None if rank == -1 else distributed.DistributedSampler(dataset, shuffle=shuffle)
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  loader = DataLoader if image_weights else InfiniteDataLoader # only DataLoader allows for attribute updates
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  return loader(dataset,