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adding support for handy change list of list params #1

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adding support for handy change list of list params #1

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f260ec7
make benchmark arguments more flexible
Padarn Jun 25, 2022
4f0df80
make benchmark arguments more flexible
Padarn Jun 25, 2022
e99b071
adding support for handy change list of list params
mszarma Jul 4, 2022
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13 changes: 9 additions & 4 deletions benchmark/loader/neighbor_loader.py
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Original file line number Diff line number Diff line change
Expand Up @@ -3,6 +3,7 @@
from timeit import default_timer

import tqdm
import ast
from ogb.nodeproppred import PygNodePropPredDataset

import torch_geometric.transforms as T
Expand Down Expand Up @@ -83,10 +84,14 @@ def run(args: argparse.ArgumentParser) -> None:
add('--device', default='cpu')
add('--datasets', nargs="+", default=['arxiv', 'products', 'mag'])
add('--root', default='../../data')
add('--batch-sizes', default=[8192, 4096, 2048, 1024, 512])
add('--eval-batch-sizes', default=[16384, 8192, 4096, 2048, 1024, 512])
add('--homo-neighbor_sizes', default=[[10, 5], [15, 10, 5], [20, 15, 10]])
add('--hetero-neighbor_sizes', default=[[5], [10], [10, 5]], type=int)
add('--batch-sizes', default=[8192, 4096, 2048, 1024, 512], type=int,
nargs='+')
add('--eval-batch-sizes', default=[16384, 8192, 4096, 2048, 1024, 512],
type=int, nargs='+')
add('--homo-neighbor_sizes', default=[[10, 5], [15, 10, 5], [20, 15, 10]],
type=ast.literal_eval)
add('--hetero-neighbor_sizes', default=[[5], [10], [10, 5]],
type=ast.literal_eval)
add('--num-workers', default=0)
add('--runs', default=3)

Expand Down