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Comments (4)

romanngg avatar romanngg commented on May 6, 2024 2

Looks like JAX hasn't updated their pypi package in a while - suggest restarting the runtime and using something like

pip install --upgrade jaxlib
pip install --force-reinstall git+https://www.github.com/google/jax

to use latest github jax source.

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sschoenholz avatar sschoenholz commented on May 6, 2024

Hey! Thanks for the message. That looks like a JAX version error, can you try pip install --upgrade jax and then re-run the code? Let us know if that doesn't work and we can iterate.

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celidos avatar celidos commented on May 6, 2024

Thanks for your response.

I've tried pip install --upgrade jax, but nothing changed.

I've also tried with upgrading pip, but got still same error:

!pip install --upgrade pip
!pip install --upgrade jax jaxlib
!pip install -q git+https://www.github.com/google/neural-tangents

Also I've tried same code on my laptop (Ubuntu 18.04) - same error.

>>> !pip show jax
Name: jax
Version: 0.1.75
Summary: Differentiate, compile, and transform Numpy code.
Home-page: https://github.com/google/jax
Author: JAX team
Author-email: [email protected]
License: Apache-2.0
Location: /usr/local/lib/python3.6/dist-packages
Requires: absl-py, opt-einsum, numpy
Required-by: neural-tangents

>>> !pip show neural-tangents

Name: neural-tangents
Version: 0.3.3
Summary: Fast and Easy Infinite Neural Networks in Python
Home-page: https://github.com/google/neural-tangents
Author: Google
Author-email: [email protected]
License: Apache 2.0
Location: /usr/local/lib/python3.6/dist-packages
Requires: frozendict, jax, dataclasses
Required-by: 

>>> !pip show jaxlib
Name: jaxlib
Version: 0.1.52
Summary: XLA library for JAX
Home-page: https://github.com/google/jax
Author: JAX team
Author-email: [email protected]
License: Apache-2.0
Location: /usr/local/lib/python3.6/dist-packages
Requires: scipy, absl-py, numpy
Required-by:

I also made a colab notebook for you to reproduce the error: link

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celidos avatar celidos commented on May 6, 2024

Thank you very much.

Doing

!pip install --upgrade pip
!pip install --upgrade jaxlib
!pip install --force-reinstall git+https://www.github.com/google/jax --use-feature=2020-resolver
!pip install -q git+https://www.github.com/google/neural-tangents --use-feature=2020-resolver

and restarting the kernel did the right thing

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