Repository URL to install this package:
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Version:
0.6.13 ▾
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torch-sparse
/
spadd.py
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import torch
from torch_sparse import coalesce
def spadd(indexA, valueA, indexB, valueB, m, n):
"""Matrix addition of two sparse matrices.
Args:
indexA (:class:`LongTensor`): The index tensor of first sparse matrix.
valueA (:class:`Tensor`): The value tensor of first sparse matrix.
indexB (:class:`LongTensor`): The index tensor of second sparse matrix.
valueB (:class:`Tensor`): The value tensor of second sparse matrix.
m (int): The first dimension of the sparse matrices.
n (int): The second dimension of the sparse matrices.
"""
index = torch.cat([indexA, indexB], dim=-1)
value = torch.cat([valueA, valueB], dim=0)
return coalesce(index=index, value=value, m=m, n=n, op='add')