Optimizer exit criteria#405
Open
mohit-surana wants to merge 2 commits intoHIPS:masterfrom
Open
Conversation
Author
|
👍 This would be pretty helpful! |
|
I was going to make a PR with exactly this functionality (well, with |
agriyakhetarpal
force-pushed
the
master
branch
from
86820fd to
2f6cc22
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
3 participants
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Outdated suggestions cannot be applied.This suggestion has been applied or marked resolved.Suggestions cannot be applied from pending reviews.Suggestions cannot be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.
Original issue at: #390
Optimizers in the autograd package do not have well defined exit criteria and thus users are forced to set a given number of iterations upfront.
The changes in the PR improve upon this by allowing the user to return a (has)
convergedvalue from the optional callback function sent to the optimizer.