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pytorch_geometric/benchmark/kernel
Matthias Fey 12f6dcb786
Drop `import torch.mps` in benchmark (#9053) 		2 months ago
..
README.md docs: fix broken links to source of graph classification datasets (#8946) 2 months ago
__init__.py benchmark 5 years ago
asap.py `isort`: `multi_line_output=3` (vertical hanging indent) (#4295) 2 years ago
datasets.py Drop `object` inheritance specification (#7247) 1 year ago
diff_pool.py sort imports via isort 2 years ago
edge_pool.py `isort`: `multi_line_output=3` (vertical hanging indent) (#4295) 2 years ago
gcn.py sort imports via isort 2 years ago
gin.py feat(benchmark/kernel): add sequential `BatchNorm` in `GIN` (#7955) 8 months ago
global_attention.py Move `nn.glob.attention.GlobalAttention` to `nn.aggr.attention.AttentionalAggregation` (#4986) 1 year ago
graclus.py `isort`: `multi_line_output=3` (vertical hanging indent) (#4295) 2 years ago
graph_sage.py feat(benchmark): switch to `global_add_pool` (#8799) 3 months ago
main.py sort imports via isort 2 years ago
main_performance.py Deprecate the usage of `torch_geometric.compile()` (#8780) 4 months ago
sag_pool.py `isort`: `multi_line_output=3` (vertical hanging indent) (#4295) 2 years ago
set2set.py sort imports via isort 2 years ago
sort_pool.py Fix `SortAggregation` when `fill_value` requires gradients (#7412) 1 year ago
statistics.py benchmark 5 years ago
top_k.py `isort`: `multi_line_output=3` (vertical hanging indent) (#4295) 2 years ago
train_eval.py Drop `import torch.mps` in benchmark (#9053) 2 months ago

README.md

Graph Classification

Evaluation script for various methods on common benchmark datasets via 10-fold cross validation, where a training fold is randomly sampled to serve as a validation set.
Hyperparameter selection is performed for the number of hidden units and the number of layers with respect to the validation set:

Run (or modify) the whole test suite via

$ python main.py

For more comprehensive time-measurement and memory usage information, you may use

$ python main_performance.py
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