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Use torch-sparse and remove pycache files #36

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Binary file removed __pycache__/gcn.cpython-37.pyc
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Binary file removed __pycache__/inits.cpython-37.pyc
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Binary file removed __pycache__/model_sparse.cpython-37.pyc
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5 changes: 3 additions & 2 deletions model_sparse.py
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Original file line number Diff line number Diff line change
Expand Up @@ -9,7 +9,7 @@
from gcn import GCNConv
from torch_scatter import scatter_add
import torch_sparse
import torch_sparse_old
# import torch_sparse_old # no need now
from torch_geometric.utils.num_nodes import maybe_num_nodes
from torch_geometric.utils import remove_self_loops, add_self_loops

Expand Down Expand Up @@ -111,7 +111,8 @@ def forward(self, A, H_=None):
a_edge, a_value = result_A[i]
b_edge, b_value = result_B[i]

edges, values = torch_sparse_old.spspmm(a_edge, a_value, b_edge, b_value, self.num_nodes, self.num_nodes, self.num_nodes)
# edges, values = torch_sparse_old.spspmm(a_edge, a_value, b_edge, b_value, self.num_nodes, self.num_nodes, self.num_nodes)
edges, values = torch_sparse.spspmm(a_edge, a_value, b_edge, b_value, self.num_nodes, self.num_nodes, self.num_nodes)
H.append((edges, values))
return H, W

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