[AUTO-BACKPORT 10183] docs: fix typos in the release note (#10185)

Co-authored-by: Jerry G <[email protected]>

docs/release-notes/pytorch-tensorboard-plugin.rst

@@ -5,6 +5,6 @@
 -  PyTorch has `deprecated
    <https://pytorch.org/tutorials/intermediate/tensorboard_profiler_tutorial.html#use-tensorboard-to-view-results-and-analyze-model-performance>`
    their Profiler TensorBoard Plugin (``tb_plugin``), so some features may not be compatible with
-   PyTorch 2.0 and above. Our current default environment image comes with PyTorch 2.3. If users
-   experiencing issues with this plugin, we suggest using an image with PyTorch version earilier
+   PyTorch 2.0 and above. Our current default environment image comes with PyTorch 2.3. If users are
+   experiencing issues with this plugin, we suggest using an image with a PyTorch version earlier
    than 2.0.