deepr.prepros.Prefetch

class deepr.prepros.Prefetch(buffer_size)[source]

Creates a dataset that prefetch element on CPU / GPU.

buffer_size

Number of element to prefetch. High values may lead to high memory consumption, it is recommended to use a buffer_size of 1.

Type:

int

__init__(buffer_size)[source]

Methods

__init__(buffer_size)

apply(dataset[, mode])

Pre-process a dataset