pytorch/torch/sparse
Pearu Peterson 48c0331e01 Sparse softmax support (CPU) (#36305)
Summary:
This PR implements softmax support for sparse tensors.

The sparse softmax is related to dense softmax when the values of unspecified sparse tensor entries are taken to be `-inf` that will have the effect of "zero entries ignored". This relation is used for testing the correctness of results here.

Resolves https://github.com/pytorch/pytorch/issues/23651 for CPU.

- [x] sparse softmax
  - [x] CPU C++ implementation
  - [x] unittests
  - [x] update softmax documentation
  - [x] autograd support
- [x] sparse log_softmax
  - [x] CPU C++ implementation
  - [x] unittests
  - [x] update log_softmax documentation
  - [x] autograd support
Pull Request resolved: https://github.com/pytorch/pytorch/pull/36305

Differential Revision: D21566540

Pulled By: ezyang

fbshipit-source-id: a632ea69c38622f960721482e442efeb8d0a54fc
2020-05-14 08:08:40 -07:00
..
__init__.py Sparse softmax support (CPU) (#36305) 2020-05-14 08:08:40 -07:00