updates environment to match Colab update

environment.yml

@@ -3,7 +3,7 @@ channels:
   - defaults
   - conda-forge
 dependencies:
-  - python=3.7  # versioned to match Google Colab  # version also pinned in Dockerfile
-  - cudatoolkit=11.3.1
+  - python=3.8  # versioned to match Google Colab  # version also pinned in Dockerfile
+  - cudatoolkit=11.6
   - cudnn=8.3.2
   - pip=21.1.3  # versioned to match Google Colab  # version also pinned in Dockerfile

lab07/api_serverless/Dockerfile

@@ -1,6 +1,6 @@
 # Starting from an official AWS image
 # Keep any dependencies and versions in this file aligned with the environment.yml and Makefile
-FROM public.ecr.aws/lambda/python:3.7
+FROM public.ecr.aws/lambda/python:3.8
 
 # Install Python dependencies
 COPY requirements/prod.txt ./requirements.txt

lab07/app_gradio/Dockerfile

@@ -1,6 +1,6 @@
 # The "buster" flavor of the official docker Python image is based on Debian and includes common packages.
 # Keep any dependencies and versions in this file aligned with the environment.yml and Makefile
-FROM python:3.7-buster
+FROM python:3.8-buster
 
 # Create the working directory
 #   set -x prints commands and set -e causes us to stop on errors

lab08/api_serverless/Dockerfile

@@ -1,6 +1,6 @@
 # Starting from an official AWS image
 # Keep any dependencies and versions in this file aligned with the environment.yml and Makefile
-FROM public.ecr.aws/lambda/python:3.7
+FROM public.ecr.aws/lambda/python:3.8
 
 # Install Python dependencies
 COPY requirements/prod.txt ./requirements.txt

lab08/app_gradio/Dockerfile

@@ -1,6 +1,6 @@
 # The "buster" flavor of the official docker Python image is based on Debian and includes common packages.
 # Keep any dependencies and versions in this file aligned with the environment.yml and Makefile
-FROM python:3.7-buster
+FROM python:3.8-buster
 
 # Create the working directory
 #   set -x prints commands and set -e causes us to stop on errors

requirements/dev.in

@@ -18,7 +18,7 @@ pytest==7.1.1
 pytest-cov==3.0.0
 # versioned to match Google Colab
 seaborn>=0.11,<0.12
-tornado>=5.1,<5.2
+tornado>=6.0,<6.1
 # versioned to improve stability
 pytorch-lightning==1.6.3
 torchmetrics<0.8

requirements/dev.txt

@@ -1,28 +1,24 @@
 #
-# This file is autogenerated by pip-compile with python 3.7
+# This file is autogenerated by pip-compile with python 3.8
 # To update, run:
 #
 #    pip-compile requirements/dev.in
 #
 absl-py==1.0.0
     # via tensorboard
-aiohttp==3.8.1
+aiohttp==3.8.3
     # via
     #   -c requirements/prod.txt
     #   fsspec
-aiosignal==1.2.0
+aiosignal==1.3.1
     # via
     #   -c requirements/prod.txt
     #   aiohttp
 async-timeout==4.0.2
     # via
     #   -c requirements/prod.txt
     #   aiohttp
-asynctest==0.13.0
-    # via
-    #   -c requirements/prod.txt
-    #   aiohttp
-attrs==21.4.0
+attrs==22.1.0
     # via
     #   -c requirements/prod.txt
     #   aiohttp
@@ -38,19 +34,19 @@ cachetools==4.2.4
     # via
     #   -c requirements/prod.txt
     #   google-auth
-certifi==2021.10.8
+certifi==2022.12.7
     # via
     #   -c requirements/prod.txt
     #   requests
     #   sentry-sdk
 cfgv==3.3.1
     # via pre-commit
-charset-normalizer==2.0.12
+charset-normalizer==2.1.1
     # via
     #   -c requirements/prod.txt
     #   aiohttp
     #   requests
-click==8.1.2
+click==8.1.3
     # via
     #   -c requirements/prod.txt
     #   nltk
@@ -79,16 +75,16 @@ fastjsonschema==2.15.3
     # via nbformat
 filelock==3.7.0
     # via virtualenv
-fonttools==4.33.3
+fonttools==4.38.0
     # via
     #   -c requirements/prod.txt
     #   matplotlib
-frozenlist==1.3.0
+frozenlist==1.3.3
     # via
     #   -c requirements/prod.txt
     #   aiohttp
     #   aiosignal
-fsspec[http]==2022.5.0
+fsspec[http]==2022.11.0
     # via
     #   -c requirements/prod.txt
     #   pytorch-lightning
@@ -106,21 +102,15 @@ grpcio==1.44.0
     # via tensorboard
 identify==2.5.1
     # via pre-commit
-idna==3.3
+idna==3.4
     # via
     #   -c requirements/prod.txt
     #   requests
     #   yarl
-importlib-metadata==4.11.3
+importlib-metadata==5.2.0
     # via
     #   -c requirements/prod.txt
-    #   click
-    #   jsonschema
     #   markdown
-    #   pluggy
-    #   pre-commit
-    #   pytest
-    #   virtualenv
 importlib-resources==5.7.0
     # via jsonschema
 iniconfig==1.1.1
@@ -164,7 +154,7 @@ jupyter-core==4.9.2
     #   notebook
 jupyterlab-widgets==1.1.1
     # via ipywidgets
-kiwisolver==1.4.2
+kiwisolver==1.4.4
     # via
     #   -c requirements/prod.txt
     #   matplotlib
@@ -174,7 +164,7 @@ markupsafe==2.0.1
     # via
     #   -c requirements/prod.txt
     #   jinja2
-matplotlib==3.5.2
+matplotlib==3.5.3
     # via
     #   -c requirements/prod.txt
     #   -r requirements/dev.in
@@ -184,7 +174,7 @@ matplotlib-inline==0.1.3
     # via ipython
 mistune==0.8.4
     # via nbconvert
-multidict==6.0.2
+multidict==6.0.3
     # via
     #   -c requirements/prod.txt
     #   aiohttp
@@ -214,9 +204,26 @@ numpy==1.21.6
     #   seaborn
     #   tensorboard
     #   torchmetrics
+nvidia-cublas-cu11==11.10.3.66
+    # via
+    #   -c requirements/prod.txt
+    #   nvidia-cudnn-cu11
+    #   torch
+nvidia-cuda-nvrtc-cu11==11.7.99
+    # via
+    #   -c requirements/prod.txt
+    #   torch
+nvidia-cuda-runtime-cu11==11.7.99
+    # via
+    #   -c requirements/prod.txt
+    #   torch
+nvidia-cudnn-cu11==8.5.0.96
+    # via
+    #   -c requirements/prod.txt
+    #   torch
 oauthlib==3.2.0
     # via requests-oauthlib
-packaging==21.3
+packaging==22.0
     # via
     #   -c requirements/prod.txt
     #   matplotlib
@@ -281,7 +288,6 @@ pyparsing==3.0.9
     # via
     #   -c requirements/prod.txt
     #   matplotlib
-    #   packaging
 pyrsistent==0.18.1
     # via jsonschema
 pytest==7.1.1
@@ -290,7 +296,7 @@ pytest==7.1.1
     #   pytest-cov
 pytest-cov==3.0.0
     # via -r requirements/dev.in
-python-dateutil==2.8.1
+python-dateutil==2.8.2
     # via
     #   -c requirements/prod.txt
     #   jupyter-client
@@ -299,7 +305,7 @@ python-dateutil==2.8.1
     #   wandb
 pytorch-lightning==1.6.3
     # via -r requirements/dev.in
-pytz==2022.1
+pytz==2022.7
     # via
     #   -c requirements/prod.txt
     #   pandas
@@ -311,11 +317,11 @@ pyyaml==6.0
     #   wandb
 pyzmq==22.3.0
     # via jupyter-client
-regex==2022.3.2
+regex==2022.10.31
     # via
     #   -c requirements/prod.txt
     #   nltk
-requests==2.27.1
+requests==2.28.1
     # via
     #   -c requirements/prod.txt
     #   fsspec
@@ -373,7 +379,7 @@ tomli==2.0.1
     # via
     #   coverage
     #   pytest
-torch==1.12.0
+torch==1.13.1
     # via
     #   -c requirements/prod.txt
     #   pytorch-lightning
@@ -382,14 +388,14 @@ torchmetrics==0.7.3
     # via
     #   -r requirements/dev.in
     #   pytorch-lightning
-tornado==5.1.1
+tornado==6.0.4
     # via
     #   -r requirements/dev.in
     #   ipykernel
     #   jupyter-client
     #   notebook
     #   terminado
-tqdm==4.64.0
+tqdm==4.64.1
     # via
     #   -c requirements/prod.txt
     #   nltk
@@ -405,19 +411,12 @@ traitlets==5.1.1
     #   nbconvert
     #   nbformat
     #   notebook
-typing-extensions==4.1.1
+typing-extensions==4.4.0
     # via
     #   -c requirements/prod.txt
-    #   aiohttp
-    #   async-timeout
-    #   gitpython
-    #   importlib-metadata
-    #   jsonschema
-    #   kiwisolver
     #   pytorch-lightning
     #   torch
-    #   yarl
-urllib3==1.26.9
+urllib3==1.26.13
     # via
     #   -c requirements/prod.txt
     #   requests
@@ -432,15 +431,19 @@ webencodings==0.5.1
     # via bleach
 werkzeug==2.1.2
     # via tensorboard
-wheel==0.37.1
-    # via tensorboard
+wheel==0.38.4
+    # via
+    #   -c requirements/prod.txt
+    #   nvidia-cublas-cu11
+    #   nvidia-cuda-runtime-cu11
+    #   tensorboard
 widgetsnbextension==3.6.1
     # via ipywidgets
-yarl==1.7.2
+yarl==1.8.2
     # via
     #   -c requirements/prod.txt
     #   aiohttp
-zipp==3.8.0
+zipp==3.11.0
     # via
     #   -c requirements/prod.txt
     #   importlib-metadata

requirements/prod.in

@@ -11,7 +11,7 @@ gradio==3.0.21
 # versioned to match Google Colab up to minor
 Jinja2>=2.11,<2.12
 pillow<7.2
-torch>=1.12,<1.13
-torchvision>=0.13
+torch>=1.13,<1.14
+torchvision>=0.14,<0.15
 # versioned to avoid breaking change in minor version update
 markupsafe<2.1