/pyg-lib

Low-Level Graph Neural Network Operators for PyG

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pyg-lib

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Installation

We provide pre-built Python wheels for all major OS/PyTorch/CUDA combinations from Python 3.7 till 3.10, see here. Note that currently, Windows wheels are not supported (we are working on fixing this as soon as possible).

To install the wheels, simply run

pip install pyg-lib -f https://data.pyg.org/whl/torch-${TORCH}+${CUDA}.html

where

  • ${TORCH} should be replaced by either 1.11.0, 1.12.0 or 1.13.0
  • ${CUDA} should be replaced by either cpu, cu102, cu113, cu115, cu116 or cu117

The following combinations are supported:

PyTorch 1.13 cpu cu102 cu113 cu115 cu116 cu117
Linux ✅ ✅ ✅
Windows
macOS ✅
PyTorch 1.12 cpu cu102 cu113 cu115 cu116 cu117
Linux ✅ ✅ ✅ ✅
Windows
macOS ✅
PyTorch 1.11 cpu cu102 cu113 cu115 cu116 cu117
Linux ✅ ✅ ✅ ✅
Windows
macOS ✅

Form nightly

Nightly wheels are provided for Linux from Python 3.7 till 3.10:

pip install pyg-lib -f https://data.pyg.org/whl/nightly/torch-${TORCH}+${CUDA}.html

From master

pip install git+https://github.com/pyg-team/pyg-lib.git