Move prototype to unstable

.ci/docker/requirements.txt

@@ -15,7 +15,6 @@ 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
 
@@ -51,12 +50,8 @@ 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

.gitignore

@@ -5,6 +5,8 @@ advanced
 pytorch_basics
 /recipes
 prototype
+/unstable
+sg_execution_times.rst
 
 #data things
 _data/

.jenkins/download_data.py

@@ -12,7 +12,7 @@
 BEGINNER_DATA_DIR = REPO_BASE_DIR / "beginner_source" / "data"
 INTERMEDIATE_DATA_DIR = REPO_BASE_DIR / "intermediate_source" / "data"
 ADVANCED_DATA_DIR = REPO_BASE_DIR / "advanced_source" / "data"
-PROTOTYPE_DATA_DIR = REPO_BASE_DIR / "prototype_source" / "data"
+PROTOTYPE_DATA_DIR = REPO_BASE_DIR / "unstable_source" / "data"
 FILES_TO_RUN = os.getenv("FILES_TO_RUN")
 
 
@@ -106,7 +106,7 @@ def download_lenet_mnist() -> None:
                          )
 
 def download_gpu_quantization_torchao() -> None:
-    # Download SAM model checkpoint for prototype_source/gpu_quantization_torchao_tutorial.py
+    # Download SAM model checkpoint unstable_source/gpu_quantization_torchao_tutorial.py
     download_url_to_file("https://dl.fbaipublicfiles.com/segment_anything/sam_vit_h_4b8939.pth",
                          prefix=PROTOTYPE_DATA_DIR,
                          dst="sam_vit_h_4b8939.pth",

.jenkins/validate_tutorials_built.py

@@ -18,36 +18,24 @@
     "beginner_source/examples_nn/polynomial_module",
     "beginner_source/examples_nn/dynamic_net",
     "beginner_source/examples_nn/polynomial_optim",
-    "beginner_source/former_torchies/autograd_tutorial_old",
-    "beginner_source/former_torchies/tensor_tutorial_old",
     "beginner_source/examples_autograd/polynomial_autograd",
     "beginner_source/examples_autograd/polynomial_custom_function",
     "intermediate_source/mnist_train_nas",  # used by ax_multiobjective_nas_tutorial.py
     "intermediate_source/torch_compile_conv_bn_fuser",
     "intermediate_source/_torch_export_nightly_tutorial",  # does not work on release
     "advanced_source/usb_semisup_learn", # fails with CUDA OOM error, should try on a different worker
-    "prototype_source/fx_graph_mode_ptq_dynamic",
-    "prototype_source/vmap_recipe",
-    "prototype_source/torchscript_freezing",
-    "prototype_source/nestedtensor",
-    "prototype_source/gpu_direct_storage", # requires specific filesystem + GPUDirect Storage to be set up
-    "recipes_source/recipes/saving_and_loading_models_for_inference",
-    "recipes_source/recipes/saving_multiple_models_in_one_file",
+    "unstable_source/gpu_direct_storage", # requires specific filesystem + GPUDirect Storage to be set up
     "recipes_source/recipes/tensorboard_with_pytorch",
     "recipes_source/recipes/what_is_state_dict",
     "recipes_source/recipes/profiler_recipe",
-    "recipes_source/recipes/save_load_across_devices",
     "recipes_source/recipes/warmstarting_model_using_parameters_from_a_different_model",
-    "recipes_source/recipes/dynamic_quantization",
-    "recipes_source/recipes/saving_and_loading_a_general_checkpoint",
     "recipes_source/recipes/benchmark",
     "recipes_source/recipes/tuning_guide",
     "recipes_source/recipes/zeroing_out_gradients",
     "recipes_source/recipes/defining_a_neural_network",
     "recipes_source/recipes/timer_quick_start",
     "recipes_source/recipes/amp_recipe",
     "recipes_source/recipes/Captum_Recipe",
-    "intermediate_source/text_to_speech_with_torchaudio",
     "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.py", #failing with 2.8 reenable after 3498

.lintrunner.toml

@@ -66,15 +66,15 @@ exclude_patterns = [
     "intermediate_source/tiatoolbox_tutorial.rst",
     "intermediate_source/torch_compile_tutorial.py",
     "intermediate_source/transformer_building_blocks.py",
-    "prototype_source/README.md",
-    "prototype_source/README.txt",
-    "prototype_source/backend_config_tutorial.rst",
-    "prototype_source/gpu_direct_storage.py",
-    "prototype_source/inductor_cpp_wrapper_tutorial.rst",
-    "prototype_source/inductor_windows.rst",
-    "prototype_source/maskedtensor_advanced_semantics.py",
-    "prototype_source/max_autotune_on_CPU_tutorial.rst",
-    "prototype_source/vmap_recipe.py",
+    "unstable_source/README.md",
+    "unstable_source/README.txt",
+    "unstable_source/backend_config_tutorial.rst",
+    "unstable_source/gpu_direct_storage.py",
+    "unstable_source/inductor_cpp_wrapper_tutorial.rst",
+    "unstable_source/inductor_windows.rst",
+    "unstable_source/maskedtensor_advanced_semantics.py",
+    "unstable_source/max_autotune_on_CPU_tutorial.rst",
+    "unstable_source/vmap_recipe.py",
     "recipes_source/README.txt",
     "recipes_source/amx.rst",
     "recipes_source/compiling_optimizer.rst",
@@ -150,7 +150,7 @@ exclude_patterns = [
     "intermediate_source/README.txt",
     "intermediate_source/TP_tutorial.rst",
     "intermediate_source/inductor_debug_cpu.py",
-    "prototype_source/README.txt",
+    "unstable_source/README.txt",
     "recipes_source/README.txt",
     "recipes_source/recipes/README.txt",
     "recipes_source/xeon_run_cpu.rst",

conf.py

@@ -170,9 +170,9 @@ def wrapper(*args, **kwargs):
         "intermediate_source",
         "advanced_source",
         "recipes_source",
-        "prototype_source",
+        "unstable_source",
     ],
-    "gallery_dirs": ["beginner", "intermediate", "advanced", "recipes", "prototype"],
+    "gallery_dirs": ["beginner", "intermediate", "advanced", "recipes", "unstable"],
     "filename_pattern": re.compile(SPHINX_SHOULD_RUN),
     "promote_jupyter_magic": True,
     "backreferences_dir": None,
@@ -202,7 +202,6 @@ def wrapper(*args, **kwargs):
 html_theme_options = {
     "navigation_with_keys": False,
     "analytics_id": "GTM-T8XT4PS",
-    "pytorch_project": "tutorials",
     "logo": {
         "text": "",
     },
@@ -233,6 +232,7 @@ def wrapper(*args, **kwargs):
     "navbar_start": ["pytorch_version"],
     "navbar_center": "navbar-nav",
     "display_version": True,
+    "pytorch_project": "tutorials",
 }
 
 theme_variables = pytorch_sphinx_theme2.get_theme_variables()
@@ -247,7 +247,7 @@ def wrapper(*args, **kwargs):
     "github_version": "main",
     "doc_path": ".",
     "library_links": theme_variables.get("library_links", []),
-    "pytorch_project": "tutorials",
+    #"pytorch_project": "tutorials",
 }
 
 

index.rst

@@ -831,10 +831,10 @@ Additional Resources
    :maxdepth: 1
    :hidden:
 
-   recipes/recipes_index
+   recipes_index
 
 .. toctree::
    :maxdepth: 1
    :hidden:
 
-   prototype/prototype_index
+   unstable_index