--index-url to install pytorch

torch.package / torch::deploy
1

Hi everyone,
I was wondering why pytorch is installed relying on custom repositories with pip.
Pytorch must be installed as:

pip install torch --index-url https://download.pytorch.org/whl/cu121

There different repositories for different cuda versions or cpu.
This is a nightmare when specifiying pytorch as a requirement in python packages. Pretty much impossible to define dynamically (i.e. let the user choose a cuda version or cpu).

Jax on contrary nicely solves this enabling cuda as an extra: pip install jax[cuda_12]

1 Like
2

That’s not true as pip install torch will install the latest stable PyTorch wheel with CUDA 12.1 dependencies.
Nightly binaries, wheels with older (or newer) CUDA runtimes, non-Linux, etc. are hosted on custom S3 buckets.

3

Indeed, but that’s the case only for linux.

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For windows it’s the other way around and default is cpu.
And still offering the possibility of using cpu or gpu+cuda is really hard using index-url when making packages.

2 Likes
4

Encountered the same issue, when we have to build for both cpu & gpu+cuda.
I like the old way of using different package names…