Enable state probing for OptimizationSolver on CPU and Loihi backend - Githubissues

lava-nc / lava-optimization

Neuromorphic mathematical optimization with Lava

https://lava-nc.org/optimization.html

BSD 3-Clause "New" or "Revised" License

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Enable state probing for OptimizationSolver on CPU and Loihi backend #217

Closed AlessandroPierro closed 1 year ago

AlessandroPierro commented 1 year ago

Issue Number:

Objective of pull request:

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 (pyb) passes locally
[x] Build tests (pyb -E unit) or (python -m unittest) passes locally

Pull request type

Please check your PR type: - [x] Feature ## What is the new behavior?

It is now possible to track the neuron state through time during the execution of OptimizationSolver and obtain the timeseries at the end of execution
The state probing can be requested setting SolverConfig.probe_state to True when calling the solve method of OptimizationSolver
The state timeseries is returned in SolverReport.state_timeseries

Does this introduce a breaking change?

[x] No

AlessandroPierro commented 1 year ago

Ready for review. Tests are passing locally, and will pass in the CI when https://github.com/lava-nc/lava/pull/675 is merged.