CHORE: Add tests for Leaky MetaOperator

Context

The goal of this PR is to add tests for the Leaky SNN Metaoperator. As a metaoperator, it was dependent on the implementations of the operators it is made of. With the merge of Heaviside in dev, we can now add tests.

Modified files

• unit_tests/operator/Test_MetaOperator.cpp : add tests for Leaky operator.

Detailed major modifications

Add two tests sections to Test_MetaOperator :

• Leaky(forward)(fixed) : Test the leaky operator by comparing it to values previously computed using snntorch.
• Leaky(forward) : Test the leaky operator with random values (note that hyperparameters like beta are still fixed), comparing it to an ad-hoc implementation of the leaky operation.

added Unit-test 🧪 label

added 1 commit

• dacd8ee3 - Rearrange includes

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added 1 commit

• 2189f66d - randomize beta in leaky unit test

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@jeromeh Is it still a draft or is it ready to merge?

It is ready to merge, but I heard that the CI runners are not ready yet.

CI is up and running, there will be no interruption finally

added 42 commits

• 2189f66d...71080feb - 30 commits from branch eclipse/aidge:dev
• 71080feb...134704ed - 2 earlier commits
• 6bdcbbed - save changes - wip tests for leaky
• e16e9868 - [WIP] chore: Improve leaky tests
• 57b7de20 - chore: Improve Leaky Tests
• 5282cb87 - Reset node as output
• 4b89662a - chore: format files and reflect changes to Leaky constructor
• 8f01fb74 - Add a new test for a full nn using leaky neuron
• 623c55c6 - chore: Remove debug prints
• 948d024b - Format files
• 4ca093a2 - Rearrange includes
• b36e1bcd - randomize beta in leaky unit test

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marked this merge request as ready

approved this merge request

enabled an automatic merge when all merge checks for b36e1bcd pass

mentioned in commit 62a468d3

merged

assigned to @pineapple

changed milestone to %aidge v0.6.0

mentioned in commit 742b763f