Docs for pull request 2137

Author: github-actions[doc-deploy-bot]

pulls/2137/_sources/user_guides/environment_variables.rst.txt

@@ -76,20 +76,18 @@ Keep in mind :py:mod:`dpctl.get_composite_devices` will only work while this is
     * - ``FLAT``
       - Level Zero devices with multiple tiles will be exposed as a set of root devices, each corresponding to an individual tile. Enabled by default.
 
-Read more `about device hierarchy here <https://oneapi-src.github.io/level-zero-spec/level-zero/latest/core/PROG.html#device-hierarchy>`_ and `here <https://www.intel.com/content/www/us/en/developer/articles/technical/flattening-gpu-tile-hierarchy.html>`_.
+Read more about device hierarchy in `Level Zero Specification <https://oneapi-src.github.io/level-zero-spec/level-zero/latest/core/PROG.html#device-hierarchy>`_ and `Intel GPU article <https://www.intel.com/content/www/us/en/developer/articles/technical/flattening-gpu-tile-hierarchy.html>`_.
 
 Variable ``ZE_AFFINITY_MASK``
 -------------------------------
 Allows users to mask specific devices from being used by SYCL applications.
-If we have ZE_FLAT_DEVICE_HIERARCHY set to COMPOSITE, we can have an AFFINITY of “1” for our application to only see device #1 - making system devices 0, and 2+, invisible.
+If we have ``ZE_FLAT_DEVICE_HIERARCHY`` set to ``COMPOSITE``, we can have an AFFINITY of “1” for our application to only see device #1 - making system devices 0, and 2+, invisible.
 
-If we have ZE_FLAT_DEVICE_HIERARCHY set to FLAT, we can have an ZE_AFFINITY_MASK of “1” for our application to only see the second tile in the system as logical device #0.
-If the system has four dual-tile GPUs installed, this would be the second tile in the first GPU. In FLAT mode, the numbers use a system-wide-sub-device-number from a flat numbering perspective.
-Therefore, we could use the second tile in each of four dual-tile GPUs with ZE_AFFINITY_MASK=1,3,5,7.
+If we have ``ZE_FLAT_DEVICE_HIERARCHY`` set to ``FLAT``, we can have a ``ZE_AFFINITY_MASK`` of “1” for our application to only see the second tile in the system as logical device #0.
+If the system has four dual-tile GPUs installed, this would be the second tile in the first GPU. In ``FLAT`` mode, the numbers use a system-wide-sub-device-number from a flat numbering perspective.
+Therefore, we could use the second tile in each of four dual-tile GPUs with ``ZE_AFFINITY_MASK=1,3,5,7``.
 
-Additional examples to illustrate this are in the detailed documentation for ZE_AFFINITY_MASK.
-
-Read more about `affinity masks here <https://oneapi-src.github.io/level-zero-spec/level-zero/latest/core/PROG.html#affinity-mask>`_.
+Additional examples to illustrate this are in the detailed documentation for ``ZE_AFFINITY_MASK``, read more about it in `Level Zero Specification <https://oneapi-src.github.io/level-zero-spec/level-zero/latest/core/PROG.html#affinity-mask>`_.
 
 Variable ``ZE_ENABLE_PCI_ID_DEVICE_ORDER``
 -------------------------------

pulls/2137/beginners_guides/installation.html

@@ -867,7 +867,7 @@ <h2>Installation using pip<a class="headerlink" href="#installation-using-pip" t
 <section id="installation-via-intel-r-distribution-for-python">
 <h2>Installation via Intel(R) Distribution for Python<a class="headerlink" href="#installation-via-intel-r-distribution-for-python" title="Permalink to this heading">¶</a></h2>
 <p><a class="reference external" href="https://www.intel.com/content/www/us/en/developer/tools/oneapi/distribution-for-python.html">Intel(R) Distribution for Python*</a> is distributed as a conda-based installer
-and includes <a class="reference internal" href="../api_reference/dpctl/index.html#module-dpctl" title="dpctl"><code class="xref py py-mod docutils literal notranslate"><span class="pre">dpctl</span></code></a> along with its dependencies and sister projects <a class="reference external" href="https://intelpython.github.io/dpnp/overview.html#module-dpnp" title="(in Data Parallel Extension for NumPy v0.19.0dev3+10.g875bf78b670)"><code class="xref py py-mod docutils literal notranslate"><span class="pre">dpnp</span></code></a>
+and includes <a class="reference internal" href="../api_reference/dpctl/index.html#module-dpctl" title="dpctl"><code class="xref py py-mod docutils literal notranslate"><span class="pre">dpctl</span></code></a> along with its dependencies and sister projects <a class="reference external" href="https://intelpython.github.io/dpnp/overview.html#module-dpnp" title="(in Data Parallel Extension for NumPy v0.19.0dev3+14.g5584348f2da)"><code class="xref py py-mod docutils literal notranslate"><span class="pre">dpnp</span></code></a>
 and <a class="reference external" href="https://intelpython.github.io/numba-dpex/latest/index.html#module-numba_dpex" title="(in numba-dpex)"><code class="xref py py-mod docutils literal notranslate"><span class="pre">numba_dpex</span></code></a>.</p>
 <p>Once the installed environment is activated, <code class="docutils literal notranslate"><span class="pre">dpctl</span></code> should be ready to use.</p>
 </section>

pulls/2137/objects.inv

@@ -877,17 +877,16 @@ <h2>Variable <code class="docutils literal notranslate"><span class="pre">SYCL_P
 </tbody>
 </table>
 </div>
-<p>Read more <a class="reference external" href="https://oneapi-src.github.io/level-zero-spec/level-zero/latest/core/PROG.html#device-hierarchy">about device hierarchy here</a> and <a class="reference external" href="https://www.intel.com/content/www/us/en/developer/articles/technical/flattening-gpu-tile-hierarchy.html">here</a>.</p>
+<p>Read more about device hierarchy in <a class="reference external" href="https://oneapi-src.github.io/level-zero-spec/level-zero/latest/core/PROG.html#device-hierarchy">Level Zero Specification</a> and <a class="reference external" href="https://www.intel.com/content/www/us/en/developer/articles/technical/flattening-gpu-tile-hierarchy.html">Intel GPU article</a>.</p>
 </section>
 <section id="variable-ze-affinity-mask">
 <h2>Variable <code class="docutils literal notranslate"><span class="pre">ZE_AFFINITY_MASK</span></code><a class="headerlink" href="#variable-ze-affinity-mask" title="Permalink to this heading">¶</a></h2>
 <p>Allows users to mask specific devices from being used by SYCL applications.
-If we have ZE_FLAT_DEVICE_HIERARCHY set to COMPOSITE, we can have an AFFINITY of “1” for our application to only see device #1 - making system devices 0, and 2+, invisible.</p>
-<p>If we have ZE_FLAT_DEVICE_HIERARCHY set to FLAT, we can have an ZE_AFFINITY_MASK of “1” for our application to only see the second tile in the system as logical device #0.
-If the system has four dual-tile GPUs installed, this would be the second tile in the first GPU. In FLAT mode, the numbers use a system-wide-sub-device-number from a flat numbering perspective.
-Therefore, we could use the second tile in each of four dual-tile GPUs with ZE_AFFINITY_MASK=1,3,5,7.</p>
-<p>Additional examples to illustrate this are in the detailed documentation for ZE_AFFINITY_MASK.</p>
-<p>Read more about <a class="reference external" href="https://oneapi-src.github.io/level-zero-spec/level-zero/latest/core/PROG.html#affinity-mask">affinity masks here</a>.</p>
+If we have <code class="docutils literal notranslate"><span class="pre">ZE_FLAT_DEVICE_HIERARCHY</span></code> set to <code class="docutils literal notranslate"><span class="pre">COMPOSITE</span></code>, we can have an AFFINITY of “1” for our application to only see device #1 - making system devices 0, and 2+, invisible.</p>
+<p>If we have <code class="docutils literal notranslate"><span class="pre">ZE_FLAT_DEVICE_HIERARCHY</span></code> set to <code class="docutils literal notranslate"><span class="pre">FLAT</span></code>, we can have a <code class="docutils literal notranslate"><span class="pre">ZE_AFFINITY_MASK</span></code> of “1” for our application to only see the second tile in the system as logical device #0.
+If the system has four dual-tile GPUs installed, this would be the second tile in the first GPU. In <code class="docutils literal notranslate"><span class="pre">FLAT</span></code> mode, the numbers use a system-wide-sub-device-number from a flat numbering perspective.
+Therefore, we could use the second tile in each of four dual-tile GPUs with <code class="docutils literal notranslate"><span class="pre">ZE_AFFINITY_MASK=1,3,5,7</span></code>.</p>
+<p>Additional examples to illustrate this are in the detailed documentation for <code class="docutils literal notranslate"><span class="pre">ZE_AFFINITY_MASK</span></code>, read more about it in <a class="reference external" href="https://oneapi-src.github.io/level-zero-spec/level-zero/latest/core/PROG.html#affinity-mask">Level Zero Specification</a>.</p>
 </section>
 <section id="variable-ze-enable-pci-id-device-order">
 <h2>Variable <code class="docutils literal notranslate"><span class="pre">ZE_ENABLE_PCI_ID_DEVICE_ORDER</span></code><a class="headerlink" href="#variable-ze-enable-pci-id-device-order" title="Permalink to this heading">¶</a></h2>