sampling

Generator scheduling policies, independent of training frameworks.

Machine-readable model

• StreamModeclassSelect how sample identifiers are scheduled across generator partitions.

class

StreamMode

Python

Select how sample identifiers are scheduled across generator partitions.

helia_edge/utils/sampling.py:6

StreamMode()

Select how sample identifiers are scheduled across generator partitions.

constant

GLOBAL

Python

helia_edge/utils/sampling.py:16

GLOBAL = 'global'

Use a caller-owned schedule, including repeated or weighted identifiers, without partitioning by worker count.

constant

FINITE

Python

helia_edge/utils/sampling.py:17

FINITE = 'finite'

Partition a finite identifier sequence into contiguous shards for terminating generators.