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8 changes: 8 additions & 0 deletions monai/data/dataset.py
Original file line number Diff line number Diff line change
Expand Up @@ -503,6 +503,14 @@ class CacheDataset(Dataset):
can be cached. During training, the dataset will load the cached results and run
``RandCropByPosNegLabeld`` and ``ToTensord``, as ``RandCropByPosNegLabeld`` is a randomized transform
and the outcome not cached.

Note:
`CacheDataset` executes non-random transforms and prepares cache content in the main process before
the first epoch, then all the subprocesses of DataLoader will read the same cache content in the main process
during training. it may take a long time to prepare cache content according to the size of expected cache data.
So to debug or verify the program before real training, users can set `cache_rate=0.0` or `cache_num=0` to
temporarily skip caching.

"""

def __init__(
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