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

Integrate osu!Data on Docker #28

Merged
merged 149 commits into from
Aug 23, 2023
Merged

Integrate osu!Data on Docker #28

merged 149 commits into from
Aug 23, 2023

Conversation

Eve-ning
Copy link
Owner

@Eve-ning Eve-ning commented Aug 17, 2023

Motivation

The key problem we face when training opal is the manual work preparing data to train our model.
This heavily slows down experimentation, updating, and thus, increases workload.

One of our key recent advances is the development of osu! Data on Docker.
This wraps the data we retrieve from data.ppy.sh in Docker, which abstracts away the technical details and provides us with a simple docker compose up to boot a MySQL instance of the data.

Given Docker, we can further wrap the training, evaluation, monitoring script in it.

Major Changes

  • Integrates osu-data-docker submodule into the pipeline
  • Wraps training into Docker
  • Restructure and refactor project to be neater

@Eve-ning Eve-ning merged commit 98bfd94 into master Aug 23, 2023
3 checks passed
@Eve-ning Eve-ning deleted the integrate-osu-data branch August 23, 2023 07:10
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Labels
None yet
Projects
None yet
Development

Successfully merging this pull request may close these issues.

None yet

1 participant