Method create

fastai/basic_data.py:78–82

Create DeviceDataLoader from `dataset` with `bs` and `shuffle`: process using `num_workers`.

(cls, dataset:Dataset, bs:int=64, shuffle:bool=False, device:torch.device=defaults.device,
               tfms:Collection[Callable]=tfms, num_workers:int=defaults.cpus, collate_fn:Callable=data_collate, **kwargs:Any)

    @classmethod
    def create(cls, dataset:Dataset, bs:int=64, shuffle:bool=False, device:torch.device=defaults.device,
               tfms:Collection[Callable]=tfms, num_workers:int=defaults.cpus, collate_fn:Callable=data_collate, **kwargs:Any):
        "Create DeviceDataLoader from `dataset` with `bs` and `shuffle`: process using `num_workers`."
        return cls(DataLoader(dataset, batch_size=bs, shuffle=shuffle, num_workers=num_workers, **kwargs),
                   device=device, tfms=tfms, collate_fn=collate_fn)

class DataBunch():
    "Bind `train_dl`,`valid_dl` and `test_dl` in a data object."