Feat/consolidate optimizers#11
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* Created Lion Optimizer Created a private version of Lion Optimizer * Updated trainer.py Added DP-Lion to the choose_optimizer along with GradSampleModule which is required for per sample grad calculations
…60-Privacy-Preserving-Data-Analysis/final-project into feat/consolidate-optimizers
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Adding functionality to run all 3 types of optimizer that are currently implemented from the same repository. Added in the necessary arguments for each optimizer and a new argument to specify the desired optimizer to be used.