dataset_prefetch_to_device {tfdatasets} | R Documentation |
A transformation that prefetches dataset values to the given device
Description
A transformation that prefetches dataset values to the given device
Usage
dataset_prefetch_to_device(dataset, device, buffer_size = NULL)
Arguments
dataset |
A dataset |
device |
A string. The name of a device to which elements will be prefetched (e.g. "/gpu:0"). |
buffer_size |
(Optional.) The number of elements to buffer on device. Defaults to an automatically chosen value. |
Value
A dataset
Note
Although the transformation creates a dataset, the transformation must be the final dataset in the input pipeline.
See Also
Other dataset methods:
dataset_batch()
,
dataset_cache()
,
dataset_collect()
,
dataset_concatenate()
,
dataset_decode_delim()
,
dataset_filter()
,
dataset_interleave()
,
dataset_map()
,
dataset_map_and_batch()
,
dataset_padded_batch()
,
dataset_prefetch()
,
dataset_reduce()
,
dataset_repeat()
,
dataset_shuffle()
,
dataset_shuffle_and_repeat()
,
dataset_skip()
,
dataset_take()
,
dataset_take_while()
,
dataset_window()