scvi.external.gimvi._task.CyclicMultiDataLoader

Contents

scvi.external.gimvi._task.CyclicMultiDataLoader#

class scvi.external.gimvi._task.CyclicMultiDataLoader(data_loaders, **data_loader_kwargs)[source]#

Bases: DataLoader

Combine multiple data loaders by cycling shorter loaders to match the longest one.

Attributes table#

`dataset`
`batch_size`
`num_workers`
`pin_memory`
`drop_last`
`timeout`
`sampler`
`pin_memory_device`
`prefetch_factor`

Methods table#

Attributes#

CyclicMultiDataLoader.dataset: Dataset[_T_co]#

CyclicMultiDataLoader.batch_size: int | None#

CyclicMultiDataLoader.num_workers: int#

CyclicMultiDataLoader.pin_memory: bool#

CyclicMultiDataLoader.drop_last: bool#

CyclicMultiDataLoader.timeout: float#

CyclicMultiDataLoader.sampler: Sampler | Iterable#

CyclicMultiDataLoader.pin_memory_device: str#

CyclicMultiDataLoader.prefetch_factor: int | None#

Methods#