Can't install torch-(scatter|sparse|cluster|spline-conv)

📚 Installation

Running python -c "import torch; print(torch.__version__)" gives 1.6.0 Running python -c "import torch; print(torch.version.cuda)" gives 10.2.

Yet, with the following:

pip install torch-scatter==latest+${CUDA} -f https://pytorch-geometric.com/whl/torch-${TORCH}.html
pip install torch-sparse==latest+${CUDA} -f https://pytorch-geometric.com/whl/torch-${TORCH}.html
pip install torch-cluster==latest+${CUDA} -f https://pytorch-geometric.com/whl/torch-${TORCH}.html
pip install torch-spline-conv==latest+${CUDA} -f https://pytorch-geometric.com/whl/torch-${TORCH}.html
pip install torch-geometric

I can install only torch-geometric, while for the first 4 packages I get the following error:

...
  File "/data/l989o/miniconda3/envs/spatial_uzh/lib/python3.8/site-packages/pip/_internal/resolution/resolvelib/candidates.py", line 290, in __init__
    wheel_version = Version(wheel.version)
  File "/data/l989o/miniconda3/envs/spatial_uzh/lib/python3.8/site-packages/pip/_vendor/packaging/version.py", line 298, in __init__
    raise InvalidVersion("Invalid version: '{0}'".format(version))
pip._vendor.packaging.version.InvalidVersion: Invalid version: 'latest+cu102'

Environment

• OS: RETTY_NAME=“CentOS Linux 7 (Core)”
• Python version: 3.8.0
• PyTorch version: 1.6.0
• CUDA/cuDNN version: 10.2
• GCC version: 7.2.0
• How did you try to install PyTorch Geometric and its extensions (wheel, source): wheel
• Any other relevant information:

Checklist

• I followed the installation guide.
• I cannot find my error message in the FAQ.
• [/] I set up CUDA correctly and can compile CUDA code via nvcc. Cuda works perfectly with torch, but I don’t have nvcc (I am using a machine partly managed by the institute)
• [/] I do have multiple CUDA versions on my machine. I think yes: nvidia-smi gives 10.2, but I can also use cuda 9.2 with torch, so yes, I guess I have multiple versions installed.

Additional context

[rusty1s]

This is now resolved. You can now install the packages via:

pip install torch-scatter -f https://pytorch-geometric.com/whl/torch-${TORCH}+${CUDA}.html
pip install torch-sparse -f https://pytorch-geometric.com/whl/torch-${TORCH}+${CUDA}.html
pip install torch-cluster -f https://pytorch-geometric.com/whl/torch-${TORCH}+${CUDA}.html
pip install torch-spline-conv -f https://pytorch-geometric.com/whl/torch-${TORCH}+${CUDA}.html

For example, for installing for PyTorch 1.7.0 with CUDA 11.0, type:

pip install torch-scatter torch-sparse torch-cluster torch-spline-conv -f https://pytorch-geometric.com/whl/torch-torch-1.7.0+cu110.html

All “old” links are still intact. You can have a look at all possible combinations here.

[bdice]

Good solution, @rusty1s! Thanks again.