Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Adaptive batch sizes. #66

Open
KaspervanM opened this issue May 3, 2021 · 0 comments
Open

Adaptive batch sizes. #66

KaspervanM opened this issue May 3, 2021 · 0 comments
Labels
could have This feature is not part of the requirements enhancement New feature or request

Comments

@KaspervanM
Copy link
Owner

KaspervanM commented May 3, 2021

Description

Now, the user has to input a batch size themselves, but often this is not the optimal batch size for the task.

Solution

Some processes take longer the higher the starting and ending values are. This is why there should be an algorithm that calculates the potential slope or curve that describes the duration of a subtask the further the task progresses. With this slope or curve, the best batch size can be assigned to the subtask.

The slope or curve could either be calculated before dividing the task into subtasks or during the process. The former would make the preprocessing take much longer, the latter would require a restructuring of the subtask system.

@KaspervanM KaspervanM added enhancement New feature or request could have This feature is not part of the requirements labels May 3, 2021
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Labels
could have This feature is not part of the requirements enhancement New feature or request
Projects
None yet
Development

No branches or pull requests

1 participant