change defaults for Dropout and BatchNorm#5299
Open
copybara-service[bot] wants to merge 1 commit intomainfrom
Open
change defaults for Dropout and BatchNorm#5299copybara-service[bot] wants to merge 1 commit intomainfrom
copybara-service[bot] wants to merge 1 commit intomainfrom
Conversation
copybara-service bot force-pushed the test_877557940 branch from 7d934b1 to 2215186 Compare Changes `Dropout.deterministic` and `BatchNorm.use_running_average` to be None by default, use now has to explicitely provide them by either: 1. Passing them to the constructor e.g: self.bn = nnx.BatchNorm(..., use_running_average=False) 2. Passing them to __call__: self.dropout(x, deterministic=False) 3. Using `nnx.view` to create a view of the model with specific values: train_model = nnx.view(model, detereministic=False, use_running_average=False) PiperOrigin-RevId: 877557940
copybara-service bot force-pushed the test_877557940 branch from 2215186 to 6265b48 Compare 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
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Outdated suggestions cannot be applied.This suggestion has been applied or marked resolved.Suggestions cannot be applied from pending reviews.Suggestions cannot be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.
change defaults for Dropout and BatchNorm
Changes
Dropout.deterministicandBatchNorm.use_running_averageto be None by default, use now has to explicitely provide them by either:self.bn = nnx.BatchNorm(..., use_running_average=False)
self.dropout(x, deterministic=False)
nnx.viewto create a view of the model with specific values:train_model = nnx.view(model, detereministic=False, use_running_average=False)