pytorch_geometric
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Unable to Install with PyTorch 2.3.1
😵 Describe the installation problem
Running the following steps leads to a UnsatisfiableError:
- Created a new Conda environment with Python 3.11.9
- Installed the latest stable PyTorch version (2.3.1) using the following command:
conda install pytorch torchvision torchaudio pytorch-cuda=12.1 -c pytorch -c nvidia - Tried to install PyTorch Geometric via the following command:
conda install pyg -c pyg
However, during the last step, Conda finds conflicts and tries to solve it. Eventually leading to an UnsatisfaibleError with the following logs:
UnsatisfiableError: The following specifications were found to be incompatible with a past explicit spec that is not an explicit spec in this operation (pytorch-cuda):
- pyg -> pytorch-cuda[version='11.6.*|11.7.*|11.8.*|12.1.*']
- pyg -> pytorch[version='1.10.*|1.11.*|1.12.*|1.13.*|2.0.*|2.1.*|2.2.*|1.9.*|1.8.*']
Followed by every conflict for every library installed.
Environment
- PyG version: latest
- PyTorch version: 2.3.1
- OS: Windows 11 - 23H2
- Python version: 3.11.9
- CUDA/cuDNN version: 12.1
- How you installed PyTorch and PyG (
conda,pip, source): conda - Any other relevant information (e.g., version of
torch-scatter): n/a
Oh, I see. It looks like pytorch-cuda is not correctly respected on our end.
could try https://catalog.ngc.nvidia.com/orgs/nvidia/containers/pyg