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[LSC] change uses of jax.random.KeyArray and jax.random.PRNGKeyArray …
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…to jax.Array

This change replaces uses of jax.random.KeyArray and jax.random.PRNGKeyArray in the context of type annotations with jax.Array, which is the correct annotation for JAX PRNG keys moving forward.

The purpose of this change is to remove references to KeyArray and PRNGKeyArray, which are deprecated (jax-ml/jax#17594) and will soon be removed from JAX. The design and thought process behind this is described in https://jax.readthedocs.io/en/latest/jep/9263-typed-keys.html.

Note that KeyArray and PRNGKeyArray have always been aliased to Any, so the new type annotation is far more specific than the old one.

PiperOrigin-RevId: 574251334
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Jake VanderPlas authored and copybara-github committed Oct 17, 2023
1 parent 633a341 commit d89c89d
Showing 1 changed file with 1 addition and 1 deletion.
2 changes: 1 addition & 1 deletion dataset_grouper/examples/training/jax_fed_algs.py
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Expand Up @@ -20,7 +20,7 @@
import jax.numpy as jnp
import optax

PRNGKey = jax.random.KeyArray
PRNGKey = jax.Array
Params = Any
Loss = jnp.float32
ClientOptState = optax.OptState
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