Fix error in Binomial to retain lazy logit initialization #46055
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Outdated suggestions cannot be applied.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.
Some internal tests were sporadically failing for #45648. The cause of this is a bug in
Binomial.__init__
that references the lazylogits
attribute and sets it when not needed. This cleans up theis_scalar
logic too which isn't needed given thatbroadcast_all
will convertNumber
to atensor
.The reason for the flakiness is the mutation of the params dict by the first test, which is fixed by doing a shallow copy. It will be better to convert this into a pytest parameterized test once #45648 is merged.
cc. @fritzo, @ezyang