Skip to content

Duplicate data returned when use num_workers param (multi-processing) in Dataloader  #150

@Albert-Ma

Description

@Albert-Ma

`trainloader = mz.dataloader.DataLoader(
dataset=trainset,
stage='train',
num_workers=30,
callback=padding_callback
)``

Result:

image

It shows that model will train num_worker time, 30 in this experiment, in one epoch!

A Possible Solution: splitting workload across all workers in Dataset/ __iter__ function!

Metadata

Metadata

Assignees

No one assigned

    Labels

    bugSomething isn't working

    Type

    No type

    Projects

    No projects

    Milestone

    No milestone

    Relationships

    None yet

    Development

    No branches or pull requests

    Issue actions