提交 12499f1c authored 作者: Glenn Jocher's avatar Glenn Jocher

--image_weights bug fix (#1524)

上级 9728e2b8
......@@ -72,12 +72,14 @@ def create_dataloader(path, imgsz, batch_size, stride, opt, hyp=None, augment=Fa
batch_size = min(batch_size, len(dataset))
nw = min([os.cpu_count() // world_size, batch_size if batch_size > 1 else 0, workers]) # number of workers
sampler = torch.utils.data.distributed.DistributedSampler(dataset) if rank != -1 else None
dataloader = InfiniteDataLoader(dataset,
batch_size=batch_size,
num_workers=nw,
sampler=sampler,
pin_memory=True,
collate_fn=LoadImagesAndLabels.collate_fn) # torch.utils.data.DataLoader()
loader = torch.utils.data.DataLoader if image_weights else InfiniteDataLoader
# Use torch.utils.data.DataLoader() if dataset.properties will update during training else InfiniteDataLoader()
dataloader = loader(dataset,
batch_size=batch_size,
num_workers=nw,
sampler=sampler,
pin_memory=True,
collate_fn=LoadImagesAndLabels.collate_fn)
return dataloader, dataset
......
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