Update documentation

_sources/domains/sparse_linear_algebra.rst

@@ -14,15 +14,15 @@ OneMKL Intel CPU and GPU backends
 Known limitations as of Intel oneMKL product release 2024.1:
 
 - All operations' algorithms except `no_optimize_alg` map to the default
-algorithm.
+  algorithm.
 - `oneapi::mkl::sparse::set_csr_data` and `oneapi::mkl::sparse::set_coo_data`
-functions cannot be used on a handle that has already been used for an operation
-or its optimize function. Doing so will throw an `oneapi::mkl::unimplemented`
-exception.
+  functions cannot be used on a handle that has already been used for an operation
+  or its optimize function. Doing so will throw an `oneapi::mkl::unimplemented`
+  exception.
 - Using `spmm` with a sparse matrix that is `oneapi::mkl::transpose::conjtrans`
-and has the `oneapi::mkl::sparse::matrix_property::symmetric` property will
-throw an `oneapi::mkl::unimplemented` exception.
+  and has the `oneapi::mkl::sparse::matrix_property::symmetric` property will
+  throw an `oneapi::mkl::unimplemented` exception.
 - Using `spsv` with the `oneapi::mkl::sparse::spsv_alg::no_optimize_alg` and a
-sparse matrix that does not have the
-`oneapi::mkl::sparse::matrix_property::sorted` property will throw an
-`oneapi::mkl::unimplemented` exception.
+  sparse matrix that does not have the
+  `oneapi::mkl::sparse::matrix_property::sorted` property will throw an
+  `oneapi::mkl::unimplemented` exception.

domains/sparse_linear_algebra.html

@@ -541,20 +541,20 @@ <h2> Contents </h2>
 <h2>OneMKL Intel CPU and GPU backends<a class="headerlink" href="#onemkl-intel-cpu-and-gpu-backends" title="Link to this heading">#</a></h2>
 <p>Known limitations as of Intel oneMKL product release 2024.1:</p>
 <ul class="simple">
-<li><p>All operations’ algorithms except <cite>no_optimize_alg</cite> map to the default</p></li>
-</ul>
-<p>algorithm.
-- <cite>oneapi::mkl::sparse::set_csr_data</cite> and <cite>oneapi::mkl::sparse::set_coo_data</cite>
+<li><p>All operations’ algorithms except <cite>no_optimize_alg</cite> map to the default
+algorithm.</p></li>
+<li><p><cite>oneapi::mkl::sparse::set_csr_data</cite> and <cite>oneapi::mkl::sparse::set_coo_data</cite>
 functions cannot be used on a handle that has already been used for an operation
 or its optimize function. Doing so will throw an <cite>oneapi::mkl::unimplemented</cite>
-exception.
-- Using <cite>spmm</cite> with a sparse matrix that is <cite>oneapi::mkl::transpose::conjtrans</cite>
+exception.</p></li>
+<li><p>Using <cite>spmm</cite> with a sparse matrix that is <cite>oneapi::mkl::transpose::conjtrans</cite>
 and has the <cite>oneapi::mkl::sparse::matrix_property::symmetric</cite> property will
-throw an <cite>oneapi::mkl::unimplemented</cite> exception.
-- Using <cite>spsv</cite> with the <cite>oneapi::mkl::sparse::spsv_alg::no_optimize_alg</cite> and a
+throw an <cite>oneapi::mkl::unimplemented</cite> exception.</p></li>
+<li><p>Using <cite>spsv</cite> with the <cite>oneapi::mkl::sparse::spsv_alg::no_optimize_alg</cite> and a
 sparse matrix that does not have the
 <cite>oneapi::mkl::sparse::matrix_property::sorted</cite> property will throw an
-<cite>oneapi::mkl::unimplemented</cite> exception.</p>
+<cite>oneapi::mkl::unimplemented</cite> exception.</p></li>
+</ul>
 </section>
 </section>