Implement one-padding and reduce number of SE blocks for QuickNet#136
Merged
Conversation
lgeiger
reviewed
Mar 20, 2020
Member
lgeiger
left a comment
There was a problem hiding this comment.
I have a few minor comments for improved readability
Co-Authored-By: Lukas Geiger <lgeiger@users.noreply.github.com>
lgeiger
approved these changes
Mar 20, 2020
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Outdated suggestions cannot be applied.This suggestion has been applied or marked resolved.Suggestions cannot be applied from pending reviews.Suggestions cannot be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.
This PR introduces one-padding for QuickNet and QuickNet large, and reduces the number of squeeze & excite blocks on QuickNet Large. This leads to faster inference times at no cost in accuracy.
The new benchmark results are described in larq/compute-engine#294.
The new model files are released in: