-
Notifications
You must be signed in to change notification settings - Fork 91
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
Dashboard for cuDF spilling #1226
Comments
Note, to get statistics for cuDF spilling the user needs to set an environment flag/config option: |
2 tasks
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
When cuDF spilling is enabled we may eventually get allocation errors when 100% of the memory is unspillable. The information about cuDF spilling memory usage is very useful, but failures are perhaps delayed to a point where that information doesn't help us understanding why we got there.
With the above said, a dashboard that allows us to look at both cuDF's device memory consumption and spilled (host) memory usage in real-time would help us in understanding where we have pressure, allowing to see the history of cuDF memory usage is definitely a bonus as it would permit us seeing what happened even if workers die abruptly.
The text was updated successfully, but these errors were encountered: