UserWarning: Sparse CSR tensor support is in beta state

[antoni4040]

After upgrading pytorch geometric, I started getting this:
/home/antoni4040/anaconda3/envs/condanew/lib/python3.10/site-packages/torch_sparse/matmul.py:97: UserWarning: Sparse CSR tensor support is in beta state. If you miss a functionality in the sparse tensor support, please submit a feature request to https://github.com/pytorch/pytorch/issues. (Triggered internally at ../aten/src/ATen/SparseCsrTensorImpl.cpp:54.)

I'm not sure how this is triggered, cause I don't use any sparse tensors from my side. Any ideas?

[EdisonLeeeee]

PyG 2.3 is attempting to replace torch_sparse with PyTorch native sparse tensors (e.g. CSR), and the warning is coming from PyTorch 2.0.

[rusty1s]

Yeah, this warning is a bit annoying, sorry about that. You can disable it via

import warnings
warnings.filterwarnings('ignore', '.*Sparse CSR tensor support is in beta state.*')

[antoni4040]

I figured out that it must come from some positional encodings I'm using.
Are there actual known problems with it or is it a warning-just-in-case?

[rusty1s]

There is no known problem, and everything works as expected.

[Phelixh]

Same happened. There is no known problem, and everything works as expected.