Merge branch 'master' into patch-2

Author: Randall Hunt

.devcontainer/Dockerfile

@@ -0,0 +1,7 @@
+FROM python:3.6-slim
+
+COPY requirements.txt requirements.txt
+
+RUN apt-get update && export DEBIAN_FRONTEND=noninteractive \
+    && apt-get install git gcc unzip make -y \
+    && pip install --no-cache-dir -r requirements.txt

.devcontainer/devcontainer.json

@@ -0,0 +1,21 @@
+{
+    "name": "PyTorch",
+    "build": { 
+		"context": "..",
+		"dockerfile": "Dockerfile",
+		"args": { }
+	},
+	"settings": { 
+        "terminal.integrated.shell.linux": "/bin/bash",
+        "workbench.startupEditor": "none",
+        "files.autoSave": "afterDelay",
+        "python.dataScience.enabled": true,
+        "python.dataScience.alwaysTrustNotebooks": true,
+        "python.insidersChannel": "weekly",
+        "python.showStartPage": false
+	},
+	"extensions": [
+        "ms-python.python",
+        "lextudio.restructuredtext"
+	]
+}

.devcontainer/requirements.txt

@@ -0,0 +1,31 @@
+# Refer to ./jenkins/build.sh for tutorial build instructions
+
+sphinx==1.8.2
+sphinx-gallery==0.3.1
+tqdm
+numpy
+matplotlib
+torch
+torchvision
+torchtext
+torchaudio
+PyHamcrest
+bs4
+awscli==1.16.35
+flask
+spacy
+ray[tune]
+
+# PyTorch Theme
+-e git+git://github.com/pytorch/pytorch_sphinx_theme.git#egg=pytorch_sphinx_theme
+
+ipython
+
+# to run examples
+pandas
+scikit-image
+pillow==8.1.0
+wget
+
+# for codespaces env
+pylint

.gitignore

@@ -120,4 +120,4 @@ cleanup.sh
 *.swp
 
 # PyTorch things
-*.pt
+*.pt

.jenkins/build.sh

@@ -6,6 +6,10 @@ else
   export BUCKET_NAME=pytorch-tutorial-build-pull-request
 fi
 
+# set locale for click dependency in spacy
+export LC_ALL=C.UTF-8
+export LANG=C.UTF-8
+
 DIR="$( cd "$( dirname "${BASH_SOURCE[0]}" )" >/dev/null && pwd )"
 
 sudo apt-get update
@@ -28,9 +32,7 @@ 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
-# pillow >= 4.2 will throw error when trying to write mode RGBA as JPEG,
-# this is a workaround to the issue.
-pip install sphinx-gallery==0.3.1 tqdm matplotlib ipython pillow==4.1.1
+pip install sphinx-gallery==0.3.1 tqdm matplotlib ipython pillow==8.1.0
 
 aws configure set default.s3.multipart_threshold 5120MB
 

Makefile

@@ -97,17 +97,11 @@ download:
 	wget -N https://download.pytorch.org/models/mobilenet_v2-b0353104.pth -P $(DATADIR)
 	cp $(DATADIR)/mobilenet_v2-b0353104.pth advanced_source/data/mobilenet_pretrained_float.pth
 
-	# Download dataset for advanced_source/static_quantization_tutorial.py
-	wget -N https://s3.amazonaws.com/pytorch-tutorial-assets/imagenet_1k.zip -P $(DATADIR)
-	unzip $(ZIPOPTS) $(DATADIR)/imagenet_1k.zip -d advanced_source/data/
 
 	# Download model for prototype_source/graph_mode_static_quantization_tutorial.py
 	wget -N https://download.pytorch.org/models/resnet18-5c106cde.pth -P $(DATADIR)
 	cp $(DATADIR)/resnet18-5c106cde.pth prototype_source/data/resnet18_pretrained_float.pth
 
-	# Download dataset for prototype_source/graph_mode_static_quantization_tutorial.py
-	wget -N https://s3.amazonaws.com/pytorch-tutorial-assets/imagenet_1k.zip -P $(DATADIR)
-	unzip $(ZIPOPTS) $(DATADIR)/imagenet_1k.zip -d prototype_source/data/
 
 docs:
 	make download