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Low-Level Graph Neural Network Operators for PyG

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puririshi98/pyg-lib

 
 

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pyg-lib

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Installation

Form nightly

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

PyTorch 1.12

pip install pyg-lib -f https://data.pyg.org/whl/nightly/torch-1.12.0+${CUDA}.html

where ${CUDA} should be replaced by either cpu, cu102, cu113, or cu116 depending on your PyTorch installation (torch.version.cuda).

cpu cu102 cu113 cu116
Linux

PyTorch 1.11

pip install pyg-lib -f https://data.pyg.org/whl/nightly/torch-1.11.0+${CUDA}.html

where ${CUDA} should be replaced by either cpu, cu102, cu113, or cu115 depending on your PyTorch installation (torch.version.cuda).

cpu cu102 cu113 cu115
Linux

From master

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

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  • C++ 60.9%
  • Python 25.0%
  • Cuda 11.5%
  • CMake 2.3%
  • C 0.3%