Merge branch 'main' into update_seq2seq_tutorial

Author: 4ydan

.ci/docker/requirements.txt

@@ -16,14 +16,14 @@ pandocfilters==1.5.1
 markdown==3.8.2
 
 # PyTorch Theme
--e git+https://github.com/pytorch/pytorch_sphinx_theme.git@67aa61448e33cae9a345e012be355f8030d3c4f5#egg=pytorch_sphinx_theme2
+git+https://github.com/pytorch/pytorch_sphinx_theme.git@bbe196cbc5037d69d89ad1bf079e2afa3b3e9611#egg=pytorch_sphinx_theme2
 
 # Tutorial dependencies
 tqdm==4.66.1
 numpy==1.24.4
 matplotlib
 librosa
-torch==2.8
+torch==2.9
 torchvision
 torchdata
 networkx

.jenkins/build.sh

@@ -27,8 +27,7 @@ sudo apt-get install -y pandoc
 # sudo pip3 install fbgemm-gpu==1.1.0 torchrec==1.0.0 --no-cache-dir --index-url https://download.pytorch.org/whl/test/cu124
 # pip3 install torch==2.7.0 torchvision torchaudio --no-cache-dir --index-url https://download.pytorch.org/whl/test/cu126
 # Install two language tokenizers for Translation with TorchText tutorial
-python -m spacy download en_core_web_sm
-python -m spacy download de_core_news_sm
+pip install https://github.com/explosion/spacy-models/releases/download/en_core_web_sm-3.4.0/en_core_web_sm-3.4.0-py3-none-any.whl
 
 awsv2 -i
 awsv2 configure set default.s3.multipart_threshold 5120MB

.lintrunner.toml

@@ -18,7 +18,6 @@ exclude_patterns = [
     "advanced_source/privateuseone.rst",
     "advanced_source/semi_structured_sparse.py",
     "advanced_source/sharding.rst",
-    "advanced_source/static_quantization_tutorial.rst",
     "advanced_source/torch_script_custom_classes/custom_class_project/custom_test.py",
     "advanced_source/transformer__timeseries_cpp_tutorial/transformer_timeseries.cpp",
     "advanced_source/usb_semisup_learn.py",
@@ -63,20 +62,17 @@ exclude_patterns = [
     "intermediate_source/pruning_tutorial.py",
     "intermediate_source/reinforcement_q_learning.py",
     "intermediate_source/tensorboard_profiler_tutorial.py",
-    "intermediate_source/tiatoolbox_tutorial.rst",
     "intermediate_source/torch_compile_tutorial.py",
     "intermediate_source/transformer_building_blocks.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",
     "recipes_source/compiling_optimizer_lr_scheduler.py",
     "recipes_source/distributed_optim_torchscript.rst",
@@ -205,7 +201,6 @@ exclude_patterns=[
     "intermediate_source/forced_alignment_with_torchaudio_tutorial.rst",
     "intermediate_source/nlp_from_scratch_index.rst",
     "intermediate_source/pipeline_tutorial.rst",
-    "intermediate_source/tiatoolbox_tutorial.rst",
     "recipes_source/README.txt",
     "recipes_source/script_optimized.rst",
     "recipes_source/torch_compile_caching_configuration_tutorial.rst",