Optional power-law drift during training #158
Merged
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
maljoras
changed the title
maljoras
changed the title
diego-plan9
approved these changes
Mar 10, 2021
|
Merging as the pylint failure will be solved in an upcoming PR. |
Closed
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Outdated suggestions cannot be applied.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.
Related issues
#155
Description
Enables (optional) power-law drift during analog training, which can be conductance dependent and have device-to-device variability. If present, the drift will be applied once per minibatch only, just like the optional device-to-device variable diffusion or decay.
Details
The drift model is based on Oh et al (2019), see https://ieeexplore.ieee.org/document/8753712