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

Don't use Pyro jit by default #1474

Closed
wants to merge 1 commit into from

Conversation

esantorella
Copy link
Member

Summary: We have observed that using jit with Pyro can result in increased memory usage and even memory leaks, so we are disabling it for now. This will make model fitting with NUTS about ~2X slower.

Reviewed By: esantorella

Differential Revision: D40949763

Summary: We have observed that using jit with Pyro can result in increased memory usage and even memory leaks, so we are disabling it for now. This will make model fitting with NUTS about ~2X slower.

Reviewed By: esantorella

Differential Revision: D40949763

fbshipit-source-id: baeee02cd6358ffabb984920da865c780300cc1f
@facebook-github-bot facebook-github-bot added CLA Signed Do not delete this pull request or issue due to inactivity. fb-exported labels Nov 3, 2022
@facebook-github-bot
Copy link
Contributor

This pull request was exported from Phabricator. Differential Revision: D40949763

@codecov
Copy link

codecov bot commented Nov 3, 2022

Codecov Report

Merging #1474 (d692f1e) into main (208470e) will not change coverage.
The diff coverage is n/a.

@@            Coverage Diff            @@
##              main     #1474   +/-   ##
=========================================
  Coverage   100.00%   100.00%           
=========================================
  Files          134       134           
  Lines        12397     12397           
=========================================
  Hits         12397     12397           
Impacted Files Coverage Δ
botorch/fit.py 100.00% <ø> (ø)

📣 We’re building smart automated test selection to slash your CI/CD build times. Learn more

facebook-github-bot pushed a commit to facebook/Ax that referenced this pull request Nov 3, 2022
Summary:
X-link: pytorch/botorch#1474

Pull Request resolved: #1241

We have observed that using jit with Pyro can result in increased memory usage and even memory leaks, so we are disabling it for now. This will make model fitting with NUTS about ~2X slower.

Reviewed By: esantorella

Differential Revision: D40949763

fbshipit-source-id: a5c6dc772c3000d4ee788a541fe2f7009fe3aafa
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Labels
CLA Signed Do not delete this pull request or issue due to inactivity. fb-exported
Projects
None yet
Development

Successfully merging this pull request may close these issues.

2 participants