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Update JAX dependency constraint, and bump minor version number #18

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Apr 26, 2024
Merged

Update JAX dependency constraint, and bump minor version number #18

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817aeee
Update JAX dependency constraint, and bump minor version number
zombie-einstein Apr 25, 2024
e00d7b3
Update link in README to callback docs
zombie-einstein Apr 25, 2024
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3 changes: 2 additions & 1 deletion README.md
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Expand Up @@ -89,7 +89,8 @@ last_number, all_numbers = lax.scan(step, 0, jnp.arange(n))

JAX functions are [pure](https://jax.readthedocs.io/en/latest/notebooks/Common_Gotchas_in_JAX.html#pure-functions),
so side effects such as printing progress when running scans and loops are not allowed.
However, the [host_callback module](https://jax.readthedocs.io/en/latest/jax.experimental.host_callback.html)
However, the
[debug module](https://jax.readthedocs.io/en/latest/notebooks/external_callbacks.html#exploring-debug-callback)
has primitives for calling Python functions on the host from JAX code. This can be used
to update a Python tqdm progress bar regularly during the computation. JAX-tqdm
implements this for JAX scans and loops and is used by simply adding a decorator to the
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