Improve the Adam optimizer's quality #451
Open
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Outdated suggestions cannot be applied.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.
Source: https://github.com/jcjohnson/neural-style/wiki/Fine-Tuning-The-Adam-Optimizer
Examples:
#428 (comment)
https://i.imgur.com/iIRLvKZ.png
These parameters have also been tested with numerous other individuals and their own customized sets of normal Neural-Style parameter values. These individuals found that the new Adam parameters were a lot more like their L-BFGS results, than the old Adam parameters.