add build for Python 3.12

[Mon-ius]

updated the CI for conda and wheel build for Python 3.12, as requested in #1016 (comment). 🤗

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Codecov Report

All modified and coverable lines are covered by tests ✅

Project coverage is 60.73%. Comparing base (3fea61a) to head (7a01a24).

Additional details and impacted files

@@            Coverage Diff             @@
##             main    #1017      +/-   ##
==========================================
+ Coverage   60.72%   60.73%   +0.01%     
==========================================
  Files         113      113              
  Lines        9786     9786              
==========================================
+ Hits         5943     5944       +1     
+ Misses       3843     3842       -1     

Flag	Coverage Δ
Python	60.73% <ø> (+0.01%)	⬆️

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[danthe3rd]

Thanks! Unfortunately the main issue here is that we are running out of storage on anaconda, and won't have space to store extra versions :/
Hopefully we can manage to significatively reduce binary size soon and support all recent python versions

[Mon-ius]

Never thought it would be an issue, if that's possible to publish to pypi only?

I have revoke the python bump of 3.11 and 3.12 in .github/workflows/conda.yml, and keep only .github/workflows/wheels.yml for PyPI for Py312 for your concern 🤗

[danthe3rd]

How do you install xFormers? Do you install it with the --index-url https://download.pytorch.org/whl/cuXXX part in the pip install command?
If so, we don't have any space problem. We might want to store all Python versions there, and only a limited subset in pypi

[Mon-ius]

we have two env setup solutions for xformer installation from conda and pip, but the conda one started not work due to the version issue, that's why I am here for subimit the PR 🤗

[danthe3rd]

conda is usually the better solution, but they also have the lowest storage (~10GB). We were able to negociate 20GB for pypi - trying to push it further now.
The only real solution we have is to host on the Meta servers for PyTorch for pip - which are used when you specify --index-url https://download.pytorch.org/whl/cu121 in pip

[Mon-ius]

If it is possible to increase the storage on Conda, that would be ideal. Otherwise, there will always be a compromising solution.

[danthe3rd]

I'm working on getting py3.12 support for pip wheels (at least on the PyTorch s3) - hopefully we can enable that soon :)

[Remember2015]

any updates?
when I use pip install xformers --index-url=https://download.pytorch.org/whl/cu121
it seems not work:

Looking in indexes: https://download.pytorch.org/whl/cu121
ERROR: Could not find a version that satisfies the requirement xformers (from versions: none)
ERROR: No matching distribution found for xformers

• python=3.12.3
• pytorch=2.3.0 (py3.12_cuda12.1_cudnn8.9.2_0)

[danthe3rd]

I didn't get a reply, opened a new issue
pypi/support#4168