PyTorch Lightning 1.6 support

[rusty1s]

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[codecov]

Codecov Report

Merging #4377 (08a439f) into master (fa36446) will decrease coverage by 0.12%.
The diff coverage is 0.00%.

❗ Current head 08a439f differs from pull request most recent head 546a281. Consider uploading reports for the commit 546a281 to get more accurate results

@@            Coverage Diff             @@
##           master    #4377      +/-   ##
==========================================
- Coverage   82.68%   82.55%   -0.13%     
==========================================
  Files         310      310              
  Lines       16042    16041       -1     
==========================================
- Hits        13264    13243      -21     
- Misses       2778     2798      +20     

Impacted Files	Coverage Δ
torch_geometric/data/lightning_datamodule.py	25.66% <0.00%> (-0.23%)	⬇️
torch_geometric/nn/conv/utils/typing.py	81.25% <0.00%> (-17.50%)	⬇️
torch_geometric/io/tu.py	93.58% <0.00%> (-2.57%)	⬇️
torch_geometric/nn/models/mlp.py	98.41% <0.00%> (-1.59%)	⬇️
torch_geometric/transforms/gdc.py	78.17% <0.00%> (-1.02%)	⬇️
torch_geometric/data/dataset.py	96.80% <0.00%> (-0.80%)	⬇️
torch_geometric/nn/conv/rgat_conv.py	83.76% <0.00%> (-0.53%)	⬇️
torch_geometric/graphgym/utils/comp_budget.py	15.51% <0.00%> (+0.51%)	⬆️

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