updated cuda memory handling and related documentation #266
Merged
Conversation
* now all gunicorn workers are discarded after processing 1 request
* this will prevent VRAM leak caused by zombie workers holding VRAM doing nothing
* but in exchange of some loading time at worker initialization (e.g. model loading)
* can be overridden by setting `max_requests` passed to `serve_production()` in app.py
* number of gunicorn workers are set reasonably low when app declares GPU usage
* app metadata now has two new fields can be used to declare GPU usage
* for GPU apps, first-time VRAM usage for each parameter combination is now recorded in local cache directory see `$XDG_CACHE_HOME/clams`
Codecov Report❌ Patch coverage is
Additional details and impacted files@@ Coverage Diff @@
## develop #266 +/- ##
==========================================
Coverage ? 61.33%
==========================================
Files ? 6
Lines ? 812
Branches ? 0
==========================================
Hits ? 498
Misses ? 314
Partials ? 0
Flags with carried forward coverage won't be shown. Click here to find out more. ☔ View full report in Codecov by Sentry. 🚀 New features to boost your workflow:
|
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
1 participant
Add this suggestion to a batch that can be applied as a single commit.This suggestion is invalid because no changes were made to the code.Suggestions cannot be applied while the pull request is closed.Suggestions cannot be applied while viewing a subset of changes.Only one suggestion per line can be applied in a batch.Add this suggestion to a batch that can be applied as a single commit.Applying suggestions on deleted lines is not supported.You must change the existing code in this line in order to create a valid suggestion.Outdated suggestions cannot be applied.This suggestion has been applied or marked resolved.Suggestions cannot be applied from pending reviews.Suggestions cannot be applied on multi-line comments.Suggestions cannot be applied while the pull request is queued to merge.Suggestion cannot be applied right now. Please check back later.
fixes #243
also updates to the latest mmif-python