Version bump documentation (#1768)

* fix submission picture online

* readthedocs version bumping documentation

docs/source/modules/submission.rst

@@ -4,7 +4,7 @@ Submission System
 To submit a model or benchmark to the Brain-Score leaderboard, Brain-Score provides an automated submission system.
 This allows us to publicly score new models on existing benchmarks and score existing models against new benchmarks.
 
-.. image:: docs/source/modules/brainscore_submission.png
+.. image:: brainscore_submission.png
     :width: 400px
     :align: center
     :height: 200px

docs/source/modules/version_bumping.rst

@@ -0,0 +1,43 @@
+Version Bumping
+===============
+
+Brain-Score Vision now features an automated version bumping process that follows
+`Semantic Versioning <https://semver.org/>`_ (MAJOR.MINOR.PATCH) and is triggered via a GitHub Action.
+This ensures that any significant changes to the codebase lead to an appropriate version update.
+
+How It Works
+------------
+
+1. **Pull Request Analysis:**
+   When a pull request (PR) is submitted, a GitHub Action (see the
+   `workflow file <https://github.com/brain-score/vision/blob/master/.github/workflows/bump_version.yml>`_)
+   analyzes the changes. If any files outside the plugin directories—namely, ``benchmarks``,
+   ``data``, ``metrics``, and ``models``—are modified, the version bump process is initiated. Changes confined to
+   plugin directories are considered non-breaking and therefore do not necessitate a version increment.
+
+2. **Determining the Bump Type:**
+   The type of version bump is determined by labels applied to the PR:
+
+   - **MAJOR:** Apply the ``major update`` label to trigger an increase in the major version.
+   - **MINOR:** Apply the ``minor update`` label to trigger an increase in the minor version.
+   - **PATCH:** If neither label is applied, the version will automatically increment the patch number.
+
+3. **Version Increment and PR Creation:**
+   The tool `bump-my-version <https://github.com/callowayproject/bump-my-version>`_ uses the latest
+   version tag to calculate the new version number. After bumping the version, a new PR is automatically
+   created containing the updated version. This PR is auto-approved, undergoes status checks, and is then
+   merged automatically.
+
+Version Releases
+----------------
+
+After the version is bumped, release notes are automatically generated. These notes include all commit
+details since the previous version bump and can be viewed in the
+`Releases section <https://github.com/brain-score/vision/releases>`_ of the repository.
+
+PyPI Publishing
+---------------
+
+A version bump also triggers a publishing job that builds the new package and uploads it to PyPI.
+You can always find the latest package available on PyPI at the
+`PyPI project page <https://pypi.org/project/brainscore-vision/>`_.