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Migrate the Adversarial training example to the latest flax.nnx module.#1710

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Migrate the Adversarial training example to the latest flax.nnx module.#1710
rajasekharporeddy wants to merge 1 commit into
google-deepmind:mainfrom
rajasekharporeddy:adversarial_training

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