Add new theme

.ci/docker/requirements.txt

@@ -1,15 +1,23 @@
 # --extra-index-url https://download.pytorch.org/whl/cu117/index.html # Use this to run/publish tutorials against the latest binaries during the RC stage. Comment out after the release. Each release verify the correct cuda version.
 # Refer to ./jenkins/build.sh for tutorial build instructions
 
-sphinx==5.0.0
-sphinx-gallery==0.11.1
-sphinx_design
-docutils==0.16
-sphinx-copybutton
-sphinx_sitemap==2.6.0
-pypandoc==1.12
-pandocfilters
-markdown
+# Sphinx dependencies
+sphinx==7.2.6
+sphinx-gallery==0.18.0
+sphinx_design==0.6.1
+sphinxext-opengraph==0.10.0
+docutils>=0.18.1,<0.21
+sphinx-copybutton==0.5.2
+sphinx_sitemap==2.7.1
+sphinxcontrib-mermaid==1.0.0
+sphinxcontrib.katex==0.9.10
+pypandoc==1.15
+pandocfilters==1.5.1
+markdown==3.8.2
+
+# PyTorch Theme
+-e git+https://github.com/pytorch/pytorch_sphinx_theme.git@pytorch_sphinx_theme2#egg=pytorch_sphinx_theme2
+
 tqdm==4.66.1
 numpy==1.24.4
 matplotlib
@@ -40,15 +48,9 @@ onnxscript>=0.2.2
 onnxruntime
 evaluate
 accelerate>=0.20.1
-
 importlib-metadata==6.8.0
-
-# PyTorch Theme
--e git+https://github.com/pytorch/pytorch_sphinx_theme.git#egg=pytorch_sphinx_theme
-
 ipython
 
-sphinxcontrib.katex
 # to run examples
 boto3
 pandas

.gitignore

@@ -23,6 +23,7 @@ MNIST/
 #builds
 _build/
 _static/thumbs/
+sg_execution_times.rst
 
 # Byte-compiled / optimized / DLL files
 __pycache__/

.jenkins/validate_tutorials_built.py

@@ -52,6 +52,7 @@
     "intermediate_source/tensorboard_profiler_tutorial", # reenable after 2.0 release.
     "advanced_source/semi_structured_sparse", # reenable after 3303 is fixed.
     "intermediate_source/torchrec_intro_tutorial", # reenable after 3302 is fixe
+    "intermediate_source/ax_multiobjective_nas_tutorial"
 ]
 
 def tutorial_source_dirs() -> List[Path]: