Merge branch 'master' into patch-1

Author: holly1238

.circleci/scripts/build_for_windows.sh

@@ -48,7 +48,12 @@ if [[ "${CIRCLE_JOB}" == *worker_* ]]; then
   python $DIR/remove_runnable_code.py intermediate_source/model_parallel_tutorial.py intermediate_source/model_parallel_tutorial.py || true
   python $DIR/remove_runnable_code.py advanced_source/static_quantization_tutorial.py advanced_source/static_quantization_tutorial.py || true
   python $DIR/remove_runnable_code.py beginner_source/hyperparameter_tuning_tutorial.py beginner_source/hyperparameter_tuning_tutorial.py || true
-  python $DIR/remove_runnable_code.py beginner_source/audio_preprocessing_tutorial.py  beginner_source/audio_preprocessing_tutorial.py || true
+  python $DIR/remove_runnable_code.py beginner_source/audio_io_tutorial.py  beginner_source/audio_io_tutorial.py || true
+  python $DIR/remove_runnable_code.py beginner_source/audio_resampling_tutorial.py  beginner_source/audio_resampling_tutorial.py || true
+  python $DIR/remove_runnable_code.py beginner_source/audio_data_augmentation_tutorial.py  beginner_source/audio_data_augmentation_tutorial.py || true
+  python $DIR/remove_runnable_code.py beginner_source/audio_feature_extractions_tutorial.py  beginner_source/audio_feature_extractions_tutorial.py || true
+  python $DIR/remove_runnable_code.py beginner_source/audio_feature_augmentation_tutorial.py  beginner_source/audio_feature_augmentation_tutorial.py || true
+  python $DIR/remove_runnable_code.py beginner_source/audio_datasets_tutorial.py  beginner_source/audio_datasets_tutorial.py || true
   python $DIR/remove_runnable_code.py beginner_source/dcgan_faces_tutorial.py  beginner_source/dcgan_faces_tutorial.py || true
   python $DIR/remove_runnable_code.py intermediate_source/tensorboard_profiler_tutorial.py intermediate_source/tensorboard_profiler_tutorial.py || true
   # Temp remove for mnist download issue. (Re-enabled for 1.8.1)

.devcontainer/requirements.txt

@@ -17,7 +17,7 @@ spacy
 ray[tune]
 
 # PyTorch Theme
--e git+git://github.com/pytorch/pytorch_sphinx_theme.git#egg=pytorch_sphinx_theme
+-e git+https://github.com/pytorch/pytorch_sphinx_theme.git#egg=pytorch_sphinx_theme
 
 ipython
 

.jenkins/build.sh

@@ -29,6 +29,8 @@ pip install -r $DIR/../requirements.txt
 # RC Link
 # pip uninstall -y torch torchvision torchaudio torchtext
 # pip install --pre --upgrade -f https://download.pytorch.org/whl/test/cu102/torch_test.html torch torchvision torchaudio torchtext
+# pip uninstall -y torch torchvision torchaudio torchtext
+# pip install -f https://download.pytorch.org/whl/test/cu111/torch_test.html torch torchvision torchaudio torchtext
 
 # For Tensorboard. Until 1.14 moves to the release channel.
 pip install tb-nightly
@@ -39,7 +41,7 @@ python -m spacy download de
 
 # PyTorch Theme
 rm -rf src
-pip install -e git+git://github.com/pytorch/pytorch_sphinx_theme.git#egg=pytorch_sphinx_theme
+pip install -e git+https://github.com/pytorch/pytorch_sphinx_theme.git#egg=pytorch_sphinx_theme
 pip install sphinx-gallery==0.3.1 tqdm matplotlib ipython pillow==8.1.0
 
 aws configure set default.s3.multipart_threshold 5120MB
@@ -53,6 +55,8 @@ if [[ "${JOB_BASE_NAME}" == *worker_* ]]; then
   # Temp remove for mnist download issue. (Re-enabled for 1.8.1)
   # python $DIR/remove_runnable_code.py beginner_source/fgsm_tutorial.py beginner_source/fgsm_tutorial.py || true
   # python $DIR/remove_runnable_code.py intermediate_source/spatial_transformer_tutorial.py intermediate_source/spatial_transformer_tutorial.py || true
+  # Temp remove for 1.10 release. 
+  # python $DIR/remove_runnable_code.py advanced_source/neural_style_tutorial.py advanced_source/neural_style_tutorial.py || true
 
   # TODO: Fix bugs in these tutorials to make them runnable again
   # python $DIR/remove_runnable_code.py beginner_source/audio_classifier_tutorial.py beginner_source/audio_classifier_tutorial.py || true

_static/img/profiler_callstack.png

@@ -109,7 +109,7 @@ speaking, the structure of your registrations will look like this:
 For operators that do not need autograd
 ---------------------------------------
 
-Note: This section only applies to versions of PyTorch ``>= 3.10``.
+Note: This section only applies to versions of PyTorch ``>= 1.10``.
 
 In the next section, we will discuss how to add autograd support to an operator.
 But for the ops that do not need autograd support, the following kernel should be