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.

Sign up for GitHub

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

Fix memory leak when using scan #1469

Merged
merged 1 commit into from
Aug 14, 2022
Merged

Fix memory leak when using scan #1469

Changes from all commits
Commits
Show all changes
1 commit
Select commit
File filter

Filter by extension

Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
6 changes: 6 additions & 0 deletions numpyro/ops/pytree.py
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -32,6 +32,12 @@ def tree_flatten(self):
# set to None to avoid leaks during tracing by JAX
kwargs["rng_key"] = None
aux_trace[name][key] = kwargs
elif key == "infer":
kwargs = site["infer"].copy()
if "_scan_current_index" in kwargs:
# set to None to avoid leaks during tracing by JAX
kwargs["_scan_current_index"] = None
aux_trace[name][key] = kwargs
else:
aux_trace[name][key] = site[key]
# keep the site order information because in JAX, flatten and unflatten do not preserve
Expand Down