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Change l2norm to use jnp.sqrt
Changing l2norm to use jnp.sqrt instead of **0.5. Seeing a speed up on small examples: https://screenshot.googleplex.com/A3GjjWQq5Dhes9b Colab notebook: http://shortn/_p369zYcGI2