Gajanan Choudhary

Fix sizing typo in `train_gpt2_fp32.cu`

2

Fixes a simple (harmless) typo that uses `NUM_ACTIVATION_TENSORS` instead of `NUM_BACKWARD_TENSORS` in `train_gpt2_fp32.cu`.

[oneMKL][Sparse BLAS] Add sparse + sparse = sparse matrix addition API

2

This is a request tracker to add an API for sparse + sparse = sparse matrix addition API in the sparse BLAS domain in the oneMKL Specification. * The operation...

The sparse BLAS domain currently supports unsorted arrays in its sparse matrix handles. However, for some APIs to have good performance or for supporting certain algorithms in the future, having...

This is a request tracker to add an API for sparse triangular solve with a dense matrix right-hand-side to the sparse BLAS domain in the oneMKL Specification. * The operation...

[oneMKL] Versioning of next oneAPI Specification release: 1.4 versus 2.0

1

A [provisional version 1.4](https://github.com/uxlfoundation/oneAPI-spec/releases/tag/oneAPI-v1.4-provisional-rev-1) of oneAPI Specification was created a few days back. The sparse BLAS domain in oneMKL specification was overhauled and rewritten (no backward compatibility whatsoever) in June...

[oneMKL][Sparse BLAS] Missing constructor for `oneapi::mkl::sparse::matrix_view`

1

It appears that we are missing a constructor: ```cpp matrix_view(matrix_descr type_view, uplo uplo_view, diag diag_view); ``` in the [`oneapi::mkl::sparse::matrix_view`](https://github.com/uxlfoundation/oneAPI-spec/blob/main/source/elements/oneMKL/source/domains/spblas/matrix_view.rst) data structure. While it is possible for users to individually have:...

Update architecture/api_design.inc.rst to add in Summary Statistics domain and namespace

1

The `oneapi::mkl::stats` namespace is missing in [architecture/api_design.inc.rst](https://github.com/uxlfoundation/oneAPI-spec/blob/main/source/elements/oneMKL/source/architecture/api_design.inc.rst) (built [website link](https://uxlfoundation.github.io/oneAPI-spec/spec/elements/oneMKL/source/architecture/architecture.html#onemkl-namespaces)). Please update it to add in the namespace and domain description.