LearningDense bit-accurate - Githubissues

lava-nc / lava

A Software Framework for Neuromorphic Computing

https://lava-nc.org

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LearningDense bit-accurate #812

Closed gkarray closed 5 months ago

gkarray commented 7 months ago

Issue Number:

Objective of pull request: Make LearningDense's traces evolution (x and y) as well as learning of weights and tags bit-accurate.

Pull request checklist

Your PR fulfills the following requirements:

[x] Issue created that explains the change and why it's needed
[x] Tests are part of the PR (for bug fixes / features)
[x] Docs reviewed and added / updated if needed (for bug fixes / features)
[x] PR conforms to Coding Conventions
[x] PR applys BSD 3-clause or LGPL2.1+ Licenses to all code files
[x] Lint (flakeheaven lint src/lava tests/) and (bandit -r src/lava/.) pass locally
[x] Build tests (pytest) passes locally

Pull request type

Please check your PR type:

[x] Bugfix
[ ] Feature
[ ] Code style update (formatting, renaming)
[ ] Refactoring (no functional changes, no api changes)
[ ] Build related changes
[ ] Documentation changes
[ ] Other (please describe):

What is the current behavior?

LearningDense's y traces evolution as well as learning of weights and tags is not bit-accurate.

What is the new behavior?

LearningDense's y traces evolution as well as learning of weights and tags is bit-accurate.

Does this introduce a breaking change?

[ ] Yes
[x] No