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

Benchmark: Add archive support (generation and training) #744

Open
wants to merge 3 commits into
base: main
Choose a base branch
from

Conversation

NicolasHug
Copy link
Member

This PR adds support for generating archive-based datasets (tar archives, pickles, torch.save) with different binary data storage (BytesIO, tensor). It also enables training on such archive-based datasets on the torchvision recipes.

I'm not sure if this is something in scope for merging or not. If anything, it's useful as a reference for our future discussions regarding these topics.

If this is in scope and you'd like to merge it, a few things can probably be simplified / cleaned up a bit. E.g. it also adds support for tinyimagenet and simplifies the logger output, but that's unrelated to the goal of this PR - I'm happy to clean that up if needed.

I'm currently running these benchmarks on the cluster, which we can discuss tomorrow in our meeting!

@facebook-github-bot facebook-github-bot added the CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed. label Aug 18, 2022
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Labels
CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed.
Projects
None yet
Development

Successfully merging this pull request may close these issues.

None yet

2 participants