[test] memory format tutorial

.github/workflows/build-tutorials.yml

@@ -16,21 +16,7 @@ jobs:
     strategy:
       matrix:
         include:
-          - { shard: 1, num_shards: 15, runner: "linux.g5.12xlarge.nvidia.gpu" }
           - { shard: 2, num_shards: 15, runner: "linux.g5.4xlarge.nvidia.gpu" }
-          - { shard: 3, num_shards: 15, runner: "linux.g5.4xlarge.nvidia.gpu" }
-          - { shard: 4, num_shards: 15, runner: "linux.g5.4xlarge.nvidia.gpu" }
-          - { shard: 5, num_shards: 15, runner: "linux.g5.4xlarge.nvidia.gpu" }
-          - { shard: 6, num_shards: 15, runner: "linux.g5.4xlarge.nvidia.gpu" }
-          - { shard: 7, num_shards: 15, runner: "linux.g5.4xlarge.nvidia.gpu" }
-          - { shard: 8, num_shards: 15, runner: "linux.g5.4xlarge.nvidia.gpu" }
-          - { shard: 9, num_shards: 15, runner: "linux.g5.4xlarge.nvidia.gpu" }
-          - { shard: 10, num_shards: 15, runner: "linux.g5.4xlarge.nvidia.gpu" }
-          - { shard: 11, num_shards: 15, runner: "linux.g5.4xlarge.nvidia.gpu" }
-          - { shard: 12, num_shards: 15, runner: "linux.g5.4xlarge.nvidia.gpu" }
-          - { shard: 13, num_shards: 15, runner: "linux.g5.4xlarge.nvidia.gpu" }
-          - { shard: 14, num_shards: 15, runner: "linux.g5.4xlarge.nvidia.gpu" }
-          - { shard: 15, num_shards: 15, runner: "linux.g5.4xlarge.nvidia.gpu" }
       fail-fast: false
     runs-on: ${{ matrix.runner }}
     steps:

.gitignore

@@ -127,3 +127,6 @@ cleanup.sh
 
 # pyspelling
 dictionary.dic
+
+# CI stuff
+tutorials-review-data.json

.jenkins/build.sh

@@ -58,7 +58,10 @@ if [[ "${JOB_TYPE}" == "worker" ]]; then
 
   # Step 3: Run `make docs` to generate HTML files and static files for these tutorialis
   pip3 install -e git+https://github.com/pytorch/pytorch_sphinx_theme.git#egg=pytorch_sphinx_theme
-  make docs
+  make download
+	make download-last-reviewed-json
+  python .jenkins/sphinx_files.py
+  make postprocess
 
   # Step 3.1: Run the post-processing script:
   python .jenkins/post_process_notebooks.py

.jenkins/get_files_to_run.py

@@ -3,6 +3,7 @@
 import os
 from pathlib import Path
 from remove_runnable_code import remove_runnable_code
+from validate_tutorials_built import NOT_RUN
 
 
 # Calculate repo base dir
@@ -96,6 +97,7 @@ def main() -> None:
 
     all_files = get_all_files()
     files_to_run = calculate_shards(all_files, num_shards=args.num_shards)[args.shard_num - 1]
+    files_to_run = [x for x in files_to_run if x not in [f"{f}.py" for f in NOT_RUN]]
     if not args.dry_run:
         remove_other_files(all_files, compute_files_to_keep(files_to_run))
     stripped_file_names = [Path(x).stem for x in files_to_run]

.jenkins/sphinx_files.py

@@ -0,0 +1,36 @@
+import glob
+from pathlib import Path
+import shutil
+import subprocess
+import os
+from get_files_to_run import remove_other_files, compute_files_to_keep, calculate_shards, get_all_files
+from validate_tutorials_built import NOT_RUN
+
+def main() -> None:
+    all_files = get_all_files()
+    files_to_run = calculate_shards(all_files, num_shards=20)[int(os.environ.get("WORKER_ID", "1")) - 1]
+    files_to_run = [x for x in files_to_run if x not in [f"{f}.py" for f in NOT_RUN]]
+
+    os.makedirs("/tmp/docs_to_zip", exist_ok=True)
+
+    env = os.environ.copy()
+    for file in files_to_run:
+        remove_other_files(all_files, compute_files_to_keep(file))
+        print(f"Running {file}")
+        stem = Path(file).stem
+        env["RUNTHIS"] = stem
+        subprocess.check_output(["make", "html"], env=env)
+        subprocess.check_output(["make", "postprocess"], env=env)
+        print("Done running")
+        for file in glob.glob(f"docs/**/*", recursive=True):
+            if stem in file:
+                relative_path = Path(os.path.relpath(file, "docs"))
+                print(relative_path)
+                print(relative_path.parent)
+                os.makedirs(os.path.dirname(f"/tmp/docs_to_zip/{relative_path}"), exist_ok=True)
+                shutil.copy(file, f"/tmp/docs_to_zip/{relative_path}")
+        subprocess.check_output(["git", "reset", "--hard", "HEAD"])
+    shutil.move("/tmp/docs_to_zip", "docs")
+
+if __name__ == "__main__":
+    main()

.jenkins/validate_tutorials_built.py

@@ -53,7 +53,6 @@
     "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/memory_format_tutorial", # causes other tutorials like torch_logs fail. "state" issue, reseting dynamo didn't help
 ]
 
 def tutorial_source_dirs() -> List[Path]:

Makefile

@@ -90,15 +90,18 @@ download-last-reviewed-json:
 	@echo "Downloading tutorials-review-data.json..."
 	curl -o tutorials-review-data.json https://raw.githubusercontent.com/pytorch/tutorials/refs/heads/last-reviewed-data-json/tutorials-review-data.json
 	@echo "Finished downloading tutorials-review-data.json."
-docs:
-	make download
-	make download-last-reviewed-json
-	make html
+
+postprocess:
 	@python .jenkins/insert_last_verified.py $(BUILDDIR)/html
 	rm -rf docs
 	cp -r $(BUILDDIR)/html docs
 	touch docs/.nojekyll
-	rm -rf tutorials-review-data.json
+
+docs:
+	make download
+	make download-last-reviewed-json
+	make html
+	make postprocess
 
 html-noplot:
 	$(SPHINXBUILD) -D plot_gallery=0 -b html $(SPHINXOPTS) "$(SOURCEDIR)" "$(BUILDDIR)/html"

conf.py

@@ -98,24 +98,13 @@
 # -- Sphinx-gallery configuration --------------------------------------------
 
 def reset_seeds(gallery_conf, fname):
-    torch.cuda.empty_cache()
-    torch.backends.cudnn.deterministic = True
-    torch.backends.cudnn.benchmark = False
-    torch._dynamo.reset()
-    torch._inductor.config.force_disable_caches = True
-    torch.manual_seed(42)
-    torch.set_default_device(None)
-    random.seed(10)
-    numpy.random.seed(10)
-    torch.set_grad_enabled(True)
-
-    gc.collect()
+    pass
 
 sphinx_gallery_conf = {
     'examples_dirs': ['beginner_source', 'intermediate_source',
                       'advanced_source', 'recipes_source', 'prototype_source'],
     'gallery_dirs': ['beginner', 'intermediate', 'advanced', 'recipes', 'prototype'],
-    'filename_pattern': re.compile(SPHINX_SHOULD_RUN),
+    'filename_pattern': os.getenv("RUNTHIS"),
     'promote_jupyter_magic': True,
     'backreferences_dir': None,
     'first_notebook_cell': ("# For tips on running notebooks in Google Colab, see\n"