Enable get/set on learning rule parameters #622
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joyeshmishra
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ysingh7
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* pre-traces and string for floating * y params and tests * tests for fixed pt * minor cleanup * lint * adde lr to initial parameters of LearningDense * rm unused imports * avoid using learning lif * temp: just one stdp test * enable 2f learning rules * revert neuron.py * minor change * lint * clean up str representation of learning rule * cleanup * lint
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Issue Number:
#582 #542
Objective of pull request:
This PR enables to use get/set on parameters of the learning rule.
For that to work, we create Vars in the LearningDense Process and ProcessModel and initialize them with the values given by the learning rule object.
Furthermore, we add a function 'on_var_update' to the
AbstractProcessModelwhich is called when a Var is being updated. This allows us to do further checks and computation if the updated Var leads to changes in the functionality.In order to enable the get/set function for 'dw', 'dt' and 'dd', we had to implement a String LavaType. Strings can be communicated through ports by encoding/decoding them into ASCII.
Pull request checklist
Your PR fulfills the following requirements:
flakeheaven lint src/lava tests/) and (bandit -r src/lava/.) pass locallypytest) passes locallyPull request type
Please check your PR type:
What is the current behavior?
What is the new behavior?
Does this introduce a breaking change?
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