Fix consistency, testing for forward_head w/ pre_logits, reset_classifier, models with pre_logits size != unpooled feature size #2195
Conversation
This file contains 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
|
The docs for this PR live here. All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update. |
…fier, models with pre_logits size != unpooled feature size * add test that model supports forward_head(x, pre_logits=True) * add head_hidden_size attr to all models and set differently from num_features attr when head has hidden layers * test forward_features() feat dim == model.num_features and pre_logits feat dim == self.head_hidden_size * more consistency in reset_classifier signature, add typing * asserts in some heads where pooling cannot be disabled Fix #2194
rwightman
force-pushed
the
refactor_pre_logits
branch
from
bbb13de to
5ee0676
Compare
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
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Outdated suggestions cannot be applied.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.
Fix [BUG] TypeError: forward_head() got an unexpected keyword argument 'pre_logits' #2194