# This may be aliased as `python3` on your system.
python -m venv .venv
# .venv\Scripts\activate on Windows.
activate
# Common pre-install requirements. `python -m` here avoids permissions errors.
python -m pip install --upgrade -r requirements/pre.txt
# `gpu.txt` should be used instead when a suitable CUDA and cuDNN install is available.
pip install --upgrade -r requirements/cpu.txtutulek support is always pinned to a single version of all major dependencies. The table below describes the current pinned versions. These versions are guaranteed to be available on up-to-date Manjaro/ Arch.
Query the current CUDA version with nvcc -V or pacman -Q cuda. Query the current cuDNN version with pacman -Q cudnn. Query the current python version with python -V. Older python versions are usually available via the AUR on Arch and can be automatically built via pamac. It is recommended to not upgrade the full system via pacman -Syu while versions are correctly pinned.
| Dependency | Version |
|---|---|
python |
3.11.9 |
CUDA |
12.4.1 |
cuDNN |
8.9.7 |
tensorflow |
2.16.1 |
torch |
2.3.0 |
jax |
0.4.28 |
When version pinning is updated, corresponding pins in requirements/* should also be updated. Upgrade packages on Arch with something like sudo pacman -Syu --ignore cuda --ignore cudnn to avoid losing the pin.
Python should be formatted using black.