fix(contrib): improve adopt docstring example to show meaningful convergence and add doctest coverage - #1747

fix(contrib): improve adopt docstring example to show meaningful convergence and add doctest coverage#1747

wahid18-maqs wants to merge 2 commits into

google-deepmind:maingoogle-deepmind/optax:mainfrom

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