docs: Fix spellcheck violations

docs/how-to/amdgpu-install.rst

@@ -130,31 +130,31 @@ Installing ROCm packages
 To install use cases specific to your requirements, use the installer
 amdgpu-install as follows:
 
-- To install a single use case add it with the --usecase option:
+- To install a single use case add it with the :code:`--usecase` option:
 
   .. code-block:: bash
 
-      sudo amdgpu-install --usecase=rocm
+    sudo amdgpu-install --usecase=rocm
 
 - For multiple use cases separate them with commas:
 
   .. code-block:: bash
 
-      sudo amdgpu-install --usecase=hiplibsdk,rocm
+    sudo amdgpu-install --usecase=hiplibsdk,rocm
 
 - For graphical workloads using the open-source driver add ``graphics``. For
   example:
 
   .. code-block:: bash
 
-      sudo amdgpu-install --usecase=graphics,rocm
+    sudo amdgpu-install --usecase=graphics,rocm
 
 - For graphical workloads using the proprietary driver add ``workstation``. For
   example:
 
   .. code-block:: bash
 
-      sudo amdgpu-install --usecase=workstation,rocm
+    sudo amdgpu-install --usecase=workstation,rocm
 
 Uninstalling ROCm
 =================================================
@@ -166,25 +166,25 @@ can be used.
 
   .. code-block:: bash
 
-      sudo amdgpu-install --uninstall
+    sudo amdgpu-install --uninstall
 
 - Uninstalling a Specific ROCm Release
 
   .. code-block:: bash
 
-      sudo amdgpu-install --uninstall --rocmrelease=<release-number>
+    sudo amdgpu-install --uninstall --rocmrelease=<release-number>
 
 
 - Uninstalling all ROCm Releases
 
   .. code-block:: bash
 
-      sudo amdgpu-install --uninstall --rocmrelease=all
+    sudo amdgpu-install --uninstall --rocmrelease=all
 
 Multi-versioned ROCm Installation
 =================================================
 
-By default (without the --rocmrelease option) the installer script will install
+By default (without the :code:`--rocmrelease` option) the installer script will install
 packages in the single-version layout.
 
 For the multi-version ROCm installation you must use the installer script from
@@ -225,5 +225,5 @@ containers or you may wish to keep a specific version when using multi-version
 installation, and not have the last installed version overwrite the kernel mode
 driver.
 
-To skip the installation of the kernel-mode driver add the --no-dkms option when
+To skip the installation of the kernel-mode driver add the :code:`--no-dkms` option when
 calling the installer script.

docs/how-to/docker.rst

@@ -23,7 +23,7 @@ The ROCm runtimes make use of multiple device files:
 
 - ``/dev/kfd``: the main compute interface shared by all GPUs
 - ``/dev/dri/renderD<node>``: direct rendering interface (DRI) devices for each
-  GPU. Wher ``<node>`` is a number for each card in the system starting from 128.
+  GPU. Where ``<node>`` is a number for each card in the system starting from 128.
 
 Exposing these devices to a container is done by using the
 [``--device``](https://docs.docker.com/engine/reference/commandline/run/#device)

docs/how-to/spack.rst

@@ -343,7 +343,7 @@ create an environment.
 
         spack find
 
-8. If any modification is made to the ``.yaml`` file, you must deactivate the existing environment and create a new one in order for the modications to be reflected.
+8. If any modification is made to the ``.yaml`` file, you must deactivate the existing environment and create a new one in order for the modifications to be reflected.
 
     To deactivate, use:
 

docs/reference/docker-image-support-matrix.rst

@@ -5,7 +5,7 @@ Docker image support matrix
 ******************************************************************
 
 AMD validates and publishes `PyTorch <https://hub.docker.com/r/rocm/pytorch>`_ and
-`TensorFlow <https://hub.docker.com/r/rocm/tensorflow>`_ containers on dockerhub. The following
+`TensorFlow <https://hub.docker.com/r/rocm/tensorflow>`_ containers on DockerHub. The following
 tags, and associated inventories, are validated with ROCm 5.7.
 
 .. tab-set::