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Add optimizer code for Mechanic learning rate tuner (https://arxiv.org/pdf/2306.00144.pdf) to Optax. #1958

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Add optimizer code for Mechanic learning rate tuner (https://arxiv.org/pdf/2306.00144.pdf) to Optax.

Add optimizer code for Mechanic learning rate tuner (https://arxiv.org/pdf/2306.00144.pdf) to Optax. #1958

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