Resolve "[Add][Feature][Learning] Learning Rate Scheduler"

Closes #80 (closed)

Tasks

• Flexible creation of update function
• Common LRScheduler class
  • ConstantLR
  • StepLR
• implement LR
  • LRScheduler::update() for each learning step
  • LRScheduler::lr_profiling() to predict lr evolution through epochs
• implement warmup
• unit-tests

changed milestone to %aidge_core - v0.2.0

added Feature LanguageC++ PriorityHigh StatusWork in Progress labels

requested review from @thibaultallenet

assigned to @pineapple

changed the description

added 3 commits

• a3a531c4 - [Add] learning rate scheduler class LRScheduler
• 2690099f - [Add] ConstantLR and StepLR
• d1e2af34 - [Add][Test] Unit-test for LRScheduler

Compare with previous version

mentioned in merge request !88 (merged)

marked the checklist item Flexible creation function as completed

marked the checklist item Common LRScheduler class as completed

marked the checklist item ConstantLR as completed

changed target branch from dev to learning

added 9 commits

• d1e2af34...03ce8a78 - 6 commits from branch learning
• 72f6de4d - [Add] learning rate scheduler class LRScheduler
• d157f7b4 - [Add] ConstantLR and StepLR
• 4b2b7c9a - [Add][Test] Unit-test for LRScheduler

Compare with previous version

Interface and functions names should changed in the future.

added StatusReview Ready label and removed StatusWork in Progress label

changed the description

marked this merge request as ready

enabled an automatic merge when the pipeline for 4b2b7c9a succeeds

marked the checklist item LRScheduler::update() for each learning step as completed

marked the checklist item LRScheduler::lr_profiling() to predict lr evolution through epochs as completed