chore: import upstream snapshot with attribution

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wehub-resource-sync
2026-07-13 13:35:51 +08:00
commit c36a561cd8
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/**
* Copyright (c) 2022 by Contributors
* @file sparse/softmax.h
* @brief DGL C++ Softmax operator
*/
#ifndef SPARSE_SOFTMAX_H_
#define SPARSE_SOFTMAX_H_
#include <sparse/sparse_matrix.h>
namespace dgl {
namespace sparse {
/**
* @brief Apply softmax to the non-zero entries of the sparse matrix on the
* dimension dim. dim = 0 or 1 indicates column-wise or row-wise softmax
* respectively.
*
* This function supports autograd for the sparse matrix, but it does not
* support higher order gradient.
*
* @param sparse_mat The sparse matrix
* @param dim The dimension to apply softmax
*
* @return Sparse matrix
*/
c10::intrusive_ptr<SparseMatrix> Softmax(
const c10::intrusive_ptr<SparseMatrix>& sparse_mat, int64_t dim);
} // namespace sparse
} // namespace dgl
#endif // SPARSE_SOFTMAX_H_