Add new theme

.ci/docker/requirements.txt

@@ -1,9 +1,10 @@
 # --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==5.3.0
 sphinx-gallery==0.11.1
 sphinx_design
+sphinxext-opengraph==0.9.1
 docutils==0.16
 sphinx-copybutton
 sphinx_sitemap==2.6.0
@@ -40,12 +41,11 @@ onnxscript>=0.2.2
 onnxruntime
 evaluate
 accelerate>=0.20.1
-
+sphinxcontrib-mermaid==1.0.0
 importlib-metadata==6.8.0
 
 # PyTorch Theme
--e git+https://github.com/pytorch/pytorch_sphinx_theme.git#egg=pytorch_sphinx_theme
-
+-e git+https://github.com/pytorch/pytorch_sphinx_theme.git@b2f32537f5e56086cdd35dcef7ca9fb6ed956543#egg=pytorch_sphinx_theme2
 ipython
 
 sphinxcontrib.katex

.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

@@ -54,6 +54,7 @@
     "advanced_source/semi_structured_sparse", # reenable after 3303 is fixed.
     "intermediate_source/torchrec_intro_tutorial", # reenable after 3302 is fixe
     "intermediate_source/memory_format_tutorial", # causes other tutorials like torch_logs fail. "state" issue, reseting dynamo didn't help
+    "intermediate_source/ax_multiobjective_nas_tutorial"
 ]
 
 def tutorial_source_dirs() -> List[Path]: