Python 3.9 Anyscale and Ray Dependencies

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Ray 2.8.1 optimized

The base image anyscale/ray:2.8.1-py39-cpu contains the following packages:

Pip Packages

adal==1.2.7
aiofiles==22.1.0
aiohttp==3.8.6
aiohttp-cors==0.7.0
aiorwlock==1.3.0
aiosignal==1.3.1
aiosqlite==0.19.0
anyio==3.7.1
anyscale==0.5.163
applicationinsights==0.11.10
argcomplete==1.12.3
argon2-cffi==23.1.0
argon2-cffi-bindings==21.2.0
arrow==1.3.0
asttokens==2.4.1
async-timeout==4.0.3
attrs==23.1.0
awscli==1.27.105
awscliv2==2.2.0
azure-cli-core==2.40.0
azure-cli-telemetry==1.0.8
azure-common==1.1.28
azure-core==1.29.5
azure-identity==1.10.0
azure-mgmt-compute==23.1.0
azure-mgmt-core==1.4.0
azure-mgmt-network==19.0.0
azure-mgmt-resource==20.0.0
Babel==2.13.1
backoff==1.10.0
bcrypt==4.1.1
beautifulsoup4==4.12.2
bleach==6.1.0
blessed==1.20.0
boltons==23.0.0
boto3==1.26.76
botocore==1.29.105
Brotli==1.0.9
cachetools==5.3.1
certifi==2023.7.22
cffi==1.16.0
charset-normalizer==3.3.0
click==8.1.7
cloudpickle==2.2.0
colorama==0.4.4
coloredlogs==15.0.1
colorful==0.5.5
comm==0.2.0
commonmark==0.9.1
conda==23.9.0
conda-content-trust==0.1.3
conda-package-handling==2.2.0
conda_package_streaming==0.9.0
cryptography==38.0.1
Cython==0.29.32
debugpy==1.8.0
decorator==5.1.1
defusedxml==0.7.1
distlib==0.3.7
dm-tree==0.1.8
docutils==0.16
entrypoints==0.4
exceptiongroup==1.1.3
executing==2.0.1
executor==23.2
Farama-Notifications==0.0.4
fastapi==0.99.1
fasteners==0.19
fastjsonschema==2.19.0
filelock==3.12.4
flatbuffers==23.5.26
flit_core==3.6.0
fqdn==1.5.1
frozenlist==1.4.0
fsspec==2023.5.0
gitdb==4.0.11
GitPython==3.1.40
google-api-core==2.12.0
google-api-python-client==1.7.8
google-auth==2.23.4
google-auth-httplib2==0.1.1
google-cloud-common==1.3.0
google-cloud-compute==1.15.0
google-cloud-core==2.4.1
google-cloud-filestore==1.8.0
google-cloud-redis==2.14.0
google-cloud-resource-manager==1.11.0
google-cloud-secret-manager==2.17.0
google-cloud-storage==2.13.0
google-crc32c==1.5.0
google-oauth==1.0.1
google-resumable-media==2.6.0
googleapis-common-protos==1.61.0
gpustat==1.1.1
grpc-google-iam-v1==0.13.0
grpcio==1.60.0
grpcio-status==1.48.2
grpcio-tools==1.60.0
gymnasium==0.28.1
h11==0.12.0
halo==0.0.31
httplib2==0.22.0
httptools==0.6.1
humanfriendly==10.0
humanize==4.9.0
idna==3.4
imageio==2.31.1
importlib-metadata==4.10.0
importlib-resources==6.1.1
ipykernel==6.27.1
ipython==8.18.1
ipython-genutils==0.2.0
ipywidgets==8.0.6
isodate==0.6.1
isoduration==20.11.0
jax-jumpy==1.0.0
jedi==0.19.1
Jinja2==3.1.2
jmespath==1.0.1
json5==0.9.14
jsonpatch==1.32
jsonpointer==2.1
jsonschema==4.20.0
jsonschema-specifications==2023.11.2
jupyter_client==7.4.9
jupyter_core==5.5.0
jupyter-events==0.9.0
jupyter_server==2.12.1
jupyter_server_fileid==0.9.0
jupyter_server_terminals==0.4.4
jupyter_server_ydoc==0.6.1
jupyter-ydoc==0.2.5
jupyterlab==3.6.1
jupyterlab_pygments==0.3.0
jupyterlab_server==2.25.2
jupyterlab-widgets==3.0.9
knack==0.10.1
log-symbols==0.0.14
lz4==4.3.2
MarkupSafe==2.1.3
matplotlib-inline==0.1.6
mistune==3.0.2
msal==1.18.0b1
msal-extensions==1.0.0
msgpack==1.0.7
msrest==0.7.1
msrestazure==0.6.4
multidict==6.0.4
nbclassic==1.0.0
nbclient==0.9.0
nbconvert==7.12.0
nbformat==5.9.2
nest-asyncio==1.5.8
networkx==2.6.3
notebook==6.5.6
notebook_shim==0.2.3
numpy==1.26.2
nvidia-ml-py==12.535.108
oauth2client==4.1.3
oauthlib==3.2.2
opencensus==0.11.3
opencensus-context==0.1.3
opentelemetry-api==1.1.0
opentelemetry-exporter-otlp==1.1.0
opentelemetry-exporter-otlp-proto-grpc==1.1.0
opentelemetry-proto==1.1.0
opentelemetry-sdk==1.1.0
opentelemetry-semantic-conventions==0.20b0
overrides==7.4.0
packaging==21.3
pandas==1.5.3
pandocfilters==1.5.0
paramiko==2.12.0
parso==0.8.3
pathspec==0.11.2
pexpect==4.9.0
Pillow==9.2.0
pip==23.1.2
pkginfo==1.9.6
platformdirs==3.11.0
pluggy==1.0.0
portalocker==2.8.2
prometheus-client==0.17.1
prompt-toolkit==3.0.41
property-manager==3.0
proto-plus==1.23.0
protobuf==3.20.3
psutil==5.9.6
ptyprocess==0.7.0
pure-eval==0.2.2
py-spy==0.3.14
pyarrow==12.0.1
pyasn1==0.5.0
pyasn1-modules==0.3.0
pycosat==0.6.6
pycparser==2.21
pydantic==1.10.12
Pygments==2.13.0
PyJWT==2.8.0
PyNaCl==1.5.0
pyOpenSSL==23.0.0
pyparsing==3.1.1
pyrsistent==0.19.3
PySocks==1.7.1
python-dateutil==2.8.2
python-dotenv==1.0.0
python-json-logger==2.0.7
pytz==2022.7.1
PyWavelets==1.4.1
PyYAML==5.3.1
pyzmq==24.0.1
ray==2.8.1
redis==3.5.3
referencing==0.32.0
requests==2.31.0
requests-oauthlib==1.3.1
rfc3339-validator==0.1.4
rfc3986-validator==0.1.1
rich==12.6.0
rpds-py==0.13.2
rsa==4.7.2
ruamel.yaml==0.17.21
ruamel.yaml.clib==0.2.6
s3transfer==0.6.2
scikit-image==0.19.3
scipy==1.10.1
Send2Trash==1.8.2
setuptools==68.0.0
six==1.16.0
smart-open==6.2.0
smmap==5.0.1
sniffio==1.3.0
soundfile==0.12.1
soupsieve==2.5
spinners==0.0.24
stack-data==0.6.3
starlette==0.27.0
tabulate==0.9.0
tensorboardX==2.6
termcolor==2.4.0
terminado==0.10.1
tifffile==2023.7.10
tinycss2==1.2.1
tomli==2.0.1
tornado==6.4
tqdm==4.65.0
traitlets==5.14.0
typer==0.9.0
types-python-dateutil==2.8.19.14
typing_extensions==4.5.0
tzlocal==5.2
uri-template==1.3.0
uritemplate==3.0.1
urllib3==1.26.18
uvicorn==0.22.0
uvloop==0.18.0
verboselogs==1.7
virtualenv==20.21.0
watchfiles==0.19.0
wcwidth==0.2.9
webcolors==1.13
webencodings==0.5.1
websocket-client==1.7.0
websockets==11.0.3
wheel==0.37.1
widgetsnbextension==4.0.9
wrapt==1.16.0
y-py==0.6.2
yarl==1.9.2
ypy-websocket==0.8.4
zipp==3.17.0
zstandard==0.19.0

Conda Packages

_libgcc_mutex=0.1=main
_openmp_mutex=5.1=1_gnu
boltons=23.0.0=py39h06a4308_0
brotli-python=1.0.9=py39h6a678d5_7
ca-certificates=2023.08.22=h06a4308_0
conda=23.9.0=py39h06a4308_0
conda-content-trust=0.1.3=py39h06a4308_0
conda-package-handling=2.2.0=py39h06a4308_0
conda-package-streaming=0.9.0=py39h06a4308_0
flit-core=3.6.0=pyhd3eb1b0_0
idna=3.4=py39h06a4308_0
importlib_metadata=4.11.3=hd3eb1b0_0
jsonpatch=1.32=pyhd3eb1b0_0
jsonpointer=2.1=pyhd3eb1b0_0
ld_impl_linux-64=2.38=h1181459_1
libffi=3.3=he6710b0_2
libgcc-ng=11.2.0=h1234567_1
libgomp=11.2.0=h1234567_1
libstdcxx-ng=11.2.0=h1234567_1
ncurses=6.4=h6a678d5_0
openssl=1.1.1w=h7f8727e_0
pluggy=1.0.0=py39h06a4308_1
pycosat=0.6.6=py39h5eee18b_0
pycparser=2.21=pyhd3eb1b0_0
pysocks=1.7.1=py39h06a4308_0
python=3.9.15=haa1d7c7_0
readline=8.2=h5eee18b_0
requests=2.31.0=py39h06a4308_0
ruamel.yaml=0.17.21=py39h5eee18b_0
ruamel.yaml.clib=0.2.6=py39h5eee18b_1
setuptools=68.0.0=py39h06a4308_0
six=1.16.0=pyhd3eb1b0_1
sqlite=3.40.1=h5082296_0
tk=8.6.12=h1ccaba5_0
tqdm=4.65.0=py39hb070fc8_0
tzdata=2023c=h04d1e81_0
urllib3=1.26.18=py39h06a4308_0
wheel=0.37.1=pyhd3eb1b0_0
xz=5.2.10=h5eee18b_1
zlib=1.2.13=h5eee18b_0
zstandard=0.19.0=py39h5eee18b_0

Debian Packages

adduser=3.118ubuntu2
alsa-topology-conf=1.2.2-1
alsa-ucm-conf=1.2.2-1ubuntu0.13
apt=2.0.10
awscli=1.18.69-1ubuntu0.20.04.1
base-files=11ubuntu5.7
base-passwd=3.5.47
bash=5.0-6ubuntu1.2
binutils=2.34-6ubuntu1.6
binutils-common=2.34-6ubuntu1.6
binutils-x86-64-linux-gnu=2.34-6ubuntu1.6
bsdutils=1:2.34-0.1ubuntu9.4
build-essential=12.8ubuntu1.1
bzip2=1.0.8-2
ca-certificates=20230311ubuntu0.20.04.1
cmake-data=3.16.3-1ubuntu1.20.04.1
coreutils=8.30-3ubuntu2
cpp=4:9.3.0-1ubuntu2
cpp-9=9.4.0-1ubuntu1~20.04.2
dash=0.5.10.2-6
dbus=1.12.16-2ubuntu2.3
debconf=1.5.73
debianutils=4.9.1
diffutils=1:3.7-3
dirmngr=2.2.19-3ubuntu2.2
distro-info-data=0.43ubuntu1.14
dmsetup=2:1.02.167-1ubuntu1
docutils-common=0.16+dfsg-2
dpkg=1.19.7ubuntu3.2
dpkg-dev=1.19.7ubuntu3.2
e2fsprogs=1.45.5-2ubuntu1.1
fakeroot=1.24-1
fdisk=2.34-0.1ubuntu9.4
file=1:5.38-4
findutils=4.7.0-1ubuntu1
fontconfig=2.13.1-2ubuntu3
fontconfig-config=2.13.1-2ubuntu3
fonts-dejavu-core=2.37-1
fonts-droid-fallback=1:6.0.1r16-1.1
fonts-noto-mono=20200323-1build1~ubuntu20.04.1
fonts-urw-base35=20170801.1-3
g++=4:9.3.0-1ubuntu2
g++-9=9.4.0-1ubuntu1~20.04.2
gcc=4:9.3.0-1ubuntu2
gcc-10-base=10.5.0-1ubuntu1~20.04
gcc-9=9.4.0-1ubuntu1~20.04.2
gcc-9-base=9.4.0-1ubuntu1~20.04.2
ghostscript=9.50~dfsg-5ubuntu4.11
gir1.2-glib-2.0=1.64.1-1~ubuntu20.04.1
git=1:2.25.1-1ubuntu3.11
git-man=1:2.25.1-1ubuntu3.11
gnupg=2.2.19-3ubuntu2.2
gnupg-l10n=2.2.19-3ubuntu2.2
gnupg-utils=2.2.19-3ubuntu2.2
google-cloud-sdk=456.0.0-0
gpg=2.2.19-3ubuntu2.2
gpg-agent=2.2.19-3ubuntu2.2
gpg-wks-client=2.2.19-3ubuntu2.2
gpg-wks-server=2.2.19-3ubuntu2.2
gpgconf=2.2.19-3ubuntu2.2
gpgsm=2.2.19-3ubuntu2.2
gpgv=2.2.19-3ubuntu2.2
grep=3.4-1
groff=1.22.4-4build1
groff-base=1.22.4-4build1
gsfonts=1:8.11+urwcyr1.0.7~pre44-4.4
gzip=1.10-0ubuntu4.1
hicolor-icon-theme=0.17-2
hostname=3.23
imagemagick=8:6.9.10.23+dfsg-2.1ubuntu11.9
imagemagick-6-common=8:6.9.10.23+dfsg-2.1ubuntu11.9
imagemagick-6.q16=8:6.9.10.23+dfsg-2.1ubuntu11.9
init-system-helpers=1.57
keyutils=1.6-6ubuntu1.1
krb5-locales=1.17-6ubuntu4.4
less=551-1ubuntu0.1
libacl1=2.2.53-6
libalgorithm-diff-perl=1.19.03-2
libalgorithm-diff-xs-perl=0.04-6
libalgorithm-merge-perl=0.08-3
libapparmor1=2.13.3-7ubuntu5.3
libapt-pkg6.0=2.0.10
libargon2-1=0~20171227-0.2
libasan5=9.4.0-1ubuntu1~20.04.2
libasn1-8-heimdal=7.7.0+dfsg-1ubuntu1.4
libasound2=1.2.2-2.1ubuntu2.5
libasound2-data=1.2.2-2.1ubuntu2.5
libassuan0=2.5.3-7ubuntu2
libatomic1=10.5.0-1ubuntu1~20.04
libattr1=1:2.4.48-5
libaudit-common=1:2.8.5-2ubuntu6
libaudit1=1:2.8.5-2ubuntu6
libavahi-client3=0.7-4ubuntu7.3
libavahi-common-data=0.7-4ubuntu7.3
libavahi-common3=0.7-4ubuntu7.3
libbinutils=2.34-6ubuntu1.6
libblkid1=2.34-0.1ubuntu9.4
libbrotli1=1.0.7-6ubuntu0.1
libbsd0=0.10.0-1
libbz2-1.0=1.0.8-2
libc-bin=2.31-0ubuntu9.12
libc-dev-bin=2.31-0ubuntu9.14
libc6=2.31-0ubuntu9.14
libc6-dev=2.31-0ubuntu9.14
libcairo2=1.16.0-4ubuntu1
libcanberra0=0.30-7ubuntu1
libcap-ng0=0.7.9-2.1build1
libcap2=1:2.32-1ubuntu0.1
libcbor0.6=0.6.0-0ubuntu1
libcc1-0=10.5.0-1ubuntu1~20.04
libcom-err2=1.45.5-2ubuntu1.1
libcrypt-dev=1:4.4.10-10ubuntu4
libcrypt1=1:4.4.10-10ubuntu4
libcryptsetup12=2:2.2.2-3ubuntu2.4
libctf-nobfd0=2.34-6ubuntu1.6
libctf0=2.34-6ubuntu1.6
libcups2=2.3.1-9ubuntu1.6
libcurl3-gnutls=7.68.0-1ubuntu2.20
libdatrie1=0.2.12-3
libdb5.3=5.3.28+dfsg1-0.6ubuntu2
libdbus-1-3=1.12.16-2ubuntu2.3
libdebconfclient0=0.251ubuntu1
libdevmapper1.02.1=2:1.02.167-1ubuntu1
libdjvulibre-text=3.5.27.1-14ubuntu0.1
libdjvulibre21=3.5.27.1-14ubuntu0.1
libdpkg-perl=1.19.7ubuntu3.2
libedit2=3.1-20191231-1
liberror-perl=0.17029-1
libevent-2.1-7=2.1.11-stable-1
libexpat1=2.2.9-1ubuntu0.6
libext2fs2=1.45.5-2ubuntu1.1
libfakeroot=1.24-1
libfdisk1=2.34-0.1ubuntu9.4
libffi7=3.3-4
libfftw3-double3=3.3.8-2ubuntu1
libfido2-1=1.3.1-1ubuntu2
libfile-fcntllock-perl=0.22-3build4
libfontconfig1=2.13.1-2ubuntu3
libfreetype6=2.10.1-2ubuntu0.3
libfribidi0=1.0.8-2ubuntu0.1
libgcc-9-dev=9.4.0-1ubuntu1~20.04.2
libgcc-s1=10.5.0-1ubuntu1~20.04
libgcrypt20=1.8.5-5ubuntu1.1
libgdbm-compat4=1.18.1-5
libgdbm6=1.18.1-5
libgirepository-1.0-1=1.64.1-1~ubuntu20.04.1
libglib2.0-0=2.64.6-1~ubuntu20.04.6
libglib2.0-data=2.64.6-1~ubuntu20.04.6
libgmp10=2:6.2.0+dfsg-4ubuntu0.1
libgnutls30=3.6.13-2ubuntu1.9
libgomp1=10.5.0-1ubuntu1~20.04
libgpg-error0=1.37-1
libgpm2=1.20.7-5
libgraphite2-3=1.3.13-11build1
libgs9=9.50~dfsg-5ubuntu4.11
libgs9-common=9.50~dfsg-5ubuntu4.11
libgssapi-krb5-2=1.17-6ubuntu4.4
libgssapi3-heimdal=7.7.0+dfsg-1ubuntu1.4
libharfbuzz0b=2.6.4-1ubuntu4.2
libhcrypto4-heimdal=7.7.0+dfsg-1ubuntu1.4
libheimbase1-heimdal=7.7.0+dfsg-1ubuntu1.4
libheimntlm0-heimdal=7.7.0+dfsg-1ubuntu1.4
libhogweed5=3.5.1+really3.5.1-2ubuntu0.2
libhx509-5-heimdal=7.7.0+dfsg-1ubuntu1.4
libice6=2:1.0.10-0ubuntu1
libicu66=66.1-2ubuntu2.1
libidn11=1.33-2.2ubuntu2
libidn2-0=2.2.0-2
libijs-0.35=0.35-15
libilmbase24=2.3.0-6build1
libimagequant0=2.12.2-1.1
libip4tc2=1.8.4-3ubuntu2.1
libisl22=0.22.1-1
libitm1=10.5.0-1ubuntu1~20.04
libjbig0=2.1-3.1ubuntu0.20.04.1
libjbig2dec0=0.18-1ubuntu1
libjemalloc-dev=5.2.1-1ubuntu1
libjemalloc2=5.2.1-1ubuntu1
libjpeg-turbo8=2.0.3-0ubuntu1.20.04.3
libjpeg8=8c-2ubuntu8
libjson-c4=0.13.1+dfsg-7ubuntu0.3
libk5crypto3=1.17-6ubuntu4.4
libkeyutils1=1.6-6ubuntu1.1
libkmod2=27-1ubuntu2.1
libkrb5-26-heimdal=7.7.0+dfsg-1ubuntu1.4
libkrb5-3=1.17-6ubuntu4.4
libkrb5support0=1.17-6ubuntu4.4
libksba8=1.3.5-2ubuntu0.20.04.2
liblcms2-2=2.9-4
libldap-2.4-2=2.4.49+dfsg-2ubuntu1.9
libldap-common=2.4.49+dfsg-2ubuntu1.9
liblocale-gettext-perl=1.07-4
liblqr-1-0=0.4.2-2.1
liblsan0=10.5.0-1ubuntu1~20.04
libltdl7=2.4.6-14
liblz4-1=1.9.2-2ubuntu0.20.04.1
liblzma5=5.2.4-1ubuntu1.1
libmagic-mgc=1:5.38-4
libmagic1=1:5.38-4
libmagickcore-6.q16-6=8:6.9.10.23+dfsg-2.1ubuntu11.9
libmagickcore-6.q16-6-extra=8:6.9.10.23+dfsg-2.1ubuntu11.9
libmagickwand-6.q16-6=8:6.9.10.23+dfsg-2.1ubuntu11.9
libmount1=2.34-0.1ubuntu9.4
libmpc3=1.1.0-1
libmpdec2=2.4.2-3
libmpfr6=4.0.2-1
libncurses6=6.2-0ubuntu2.1
libncursesw6=6.2-0ubuntu2.1
libnetpbm10=2:10.0-15.3build1
libnettle7=3.5.1+really3.5.1-2ubuntu0.2
libnfsidmap2=0.25-5.1ubuntu1
libnghttp2-14=1.40.0-1ubuntu0.2
libnpth0=1.6-1
libnss-systemd=245.4-4ubuntu3.22
libogg0=1.3.4-0ubuntu1
libopenexr24=2.3.0-6ubuntu0.5
libopenjp2-7=2.3.1-1ubuntu4.20.04.1
libp11-kit0=0.23.20-1ubuntu0.1
libpam-modules=1.3.1-5ubuntu4.6
libpam-modules-bin=1.3.1-5ubuntu4.6
libpam-runtime=1.3.1-5ubuntu4.6
libpam-systemd=245.4-4ubuntu3.22
libpam0g=1.3.1-5ubuntu4.6
libpango-1.0-0=1.44.7-2ubuntu4
libpangocairo-1.0-0=1.44.7-2ubuntu4
libpangoft2-1.0-0=1.44.7-2ubuntu4
libpaper-utils=1.1.28
libpaper1=1.1.28
libpcre2-8-0=10.34-7ubuntu0.1
libpcre3=2:8.39-12ubuntu0.1
libperl5.30=5.30.0-9ubuntu0.5
libpixman-1-0=0.38.4-0ubuntu2.1
libpng16-16=1.6.37-2
libpopt0=1.16-14
libprocps8=2:3.3.16-1ubuntu2.4
libpsl5=0.21.0-1ubuntu1
libpython3-stdlib=3.8.2-0ubuntu2
libpython3.8=3.8.10-0ubuntu1~20.04.9
libpython3.8-minimal=3.8.10-0ubuntu1~20.04.9
libpython3.8-stdlib=3.8.10-0ubuntu1~20.04.9
libquadmath0=10.5.0-1ubuntu1~20.04
libreadline8=8.0-4
libroken18-heimdal=7.7.0+dfsg-1ubuntu1.4
librtmp1=2.4+20151223.gitfa8646d.1-2build1
libsasl2-2=2.1.27+dfsg-2ubuntu0.1
libsasl2-modules=2.1.27+dfsg-2ubuntu0.1
libsasl2-modules-db=2.1.27+dfsg-2ubuntu0.1
libseccomp2=2.5.1-1ubuntu1~20.04.2
libselinux1=3.0-1build2
libsemanage-common=3.0-1build2
libsemanage1=3.0-1build2
libsepol1=3.0-1ubuntu0.1
libsm6=2:1.2.3-1
libsmartcols1=2.34-0.1ubuntu9.4
libsqlite3-0=3.31.1-4ubuntu0.5
libss2=1.45.5-2ubuntu1.1
libssh-4=0.9.3-2ubuntu2.3
libssl1.1=1.1.1f-1ubuntu2.20
libstdc++-9-dev=9.4.0-1ubuntu1~20.04.2
libstdc++6=10.5.0-1ubuntu1~20.04
libsystemd0=245.4-4ubuntu3.22
libtasn1-6=4.16.0-2
libtdb1=1.4.5-0ubuntu0.20.04.1
libthai-data=0.1.28-3
libthai0=0.1.28-3
libtiff5=4.1.0+git191117-2ubuntu0.20.04.11
libtinfo6=6.2-0ubuntu2.1
libtirpc-common=1.2.5-1ubuntu0.1
libtirpc3=1.2.5-1ubuntu0.1
libtsan0=10.5.0-1ubuntu1~20.04
libubsan1=10.5.0-1ubuntu1~20.04
libuchardet0=0.0.6-3build1
libudev1=245.4-4ubuntu3.22
libunistring2=0.9.10-2
libutempter0=1.1.6-4
libuuid1=2.34-0.1ubuntu9.4
libvorbis0a=1.3.6-2ubuntu1
libvorbisfile3=1.3.6-2ubuntu1
libwebp6=0.6.1-2ubuntu0.20.04.3
libwebpdemux2=0.6.1-2ubuntu0.20.04.3
libwebpmux3=0.6.1-2ubuntu0.20.04.3
libwind0-heimdal=7.7.0+dfsg-1ubuntu1.4
libwmf0.2-7=0.2.8.4-17ubuntu1
libwrap0=7.6.q-30
libx11-6=2:1.6.9-2ubuntu1.6
libx11-data=2:1.6.9-2ubuntu1.6
libxau6=1:1.0.9-0ubuntu1
libxaw7=2:1.0.13-1
libxcb-render0=1.14-2
libxcb-shm0=1.14-2
libxcb1=1.14-2
libxdmcp6=1:1.1.3-0ubuntu1
libxext6=2:1.3.4-0ubuntu1
libxml2=2.9.10+dfsg-5ubuntu0.20.04.6
libxmu6=2:1.1.3-0ubuntu1
libxmuu1=2:1.1.3-0ubuntu1
libxpm4=1:3.5.12-1ubuntu0.20.04.2
libxrender1=1:0.9.10-1
libxt6=1:1.1.5-1
libyaml-0-2=0.2.2-1
libzstd1=1.4.4+dfsg-3ubuntu0.1
linux-libc-dev=5.4.0-169.187
login=1:4.8.1-1ubuntu5.20.04.4
logsave=1.45.5-2ubuntu1.1
lsb-base=11.1.0ubuntu2
lsb-release=11.1.0ubuntu2
make=4.2.1-1.2
manpages=5.05-1
manpages-dev=5.05-1
mawk=1.3.4.20200120-2
mime-support=3.64ubuntu1
mount=2.34-0.1ubuntu9.4
ncurses-base=6.2-0ubuntu2.1
ncurses-bin=6.2-0ubuntu2.1
ncurses-term=6.2-0ubuntu2.1
netbase=6.1
netpbm=2:10.0-15.3build1
networkd-dispatcher=2.1-2~ubuntu20.04.3
nfs-common=1:1.3.4-2.5ubuntu3.5
openssh-client=1:8.2p1-4ubuntu0.9
openssh-server=1:8.2p1-4ubuntu0.9
openssh-sftp-server=1:8.2p1-4ubuntu0.9
openssl=1.1.1f-1ubuntu2.20
passwd=1:4.8.1-1ubuntu5.20.04.4
patch=2.7.6-6
perl=5.30.0-9ubuntu0.5
perl-base=5.30.0-9ubuntu0.5
perl-modules-5.30=5.30.0-9ubuntu0.5
pinentry-curses=1.1.0-3build1
poppler-data=0.4.9-2
procps=2:3.3.16-1ubuntu2.4
psutils=1.17.dfsg-4
publicsuffix=20200303.0012-1
python3=3.8.2-0ubuntu2
python3-botocore=1.16.19+repack-1ubuntu0.20.04.1
python3-certifi=2019.11.28-1
python3-chardet=3.0.4-4build1
python3-colorama=0.4.3-1build1
python3-dateutil=2.7.3-3ubuntu1
python3-dbus=1.2.16-1build1
python3-distro=1.4.0-1
python3-docutils=0.16+dfsg-2
python3-gi=3.36.0-1
python3-idna=2.8-1
python3-jmespath=0.9.4-2ubuntu1
python3-minimal=3.8.2-0ubuntu2
python3-olefile=0.46-2
python3-pil=7.0.0-4ubuntu0.7
python3-pkg-resources=45.2.0-1ubuntu0.1
python3-pyasn1=0.4.2-3build1
python3-pygments=2.3.1+dfsg-1ubuntu2.2
python3-requests=2.22.0-2ubuntu1.1
python3-roman=2.0.0-3build1
python3-rsa=4.0-3
python3-s3transfer=0.3.3-1
python3-six=1.14.0-2
python3-urllib3=1.25.8-2ubuntu0.3
python3-yaml=5.3.1-1ubuntu0.1
python3.8=3.8.10-0ubuntu1~20.04.9
python3.8-minimal=3.8.10-0ubuntu1~20.04.9
readline-common=8.0-4
rpcbind=1.2.5-8
rsync=3.1.3-8ubuntu0.7
screen=4.8.0-1ubuntu0.1
sed=4.7-1
sensible-utils=0.0.12+nmu1
sgml-base=1.29.1
shared-mime-info=1.15-1
sound-theme-freedesktop=0.8-2ubuntu1
ssh=1:8.2p1-4ubuntu0.9
ssh-import-id=5.10-0ubuntu1
sudo=1.8.31-1ubuntu1.5
supervisor=4.1.0-1ubuntu1
systemd=245.4-4ubuntu3.22
systemd-sysv=245.4-4ubuntu3.22
systemd-timesyncd=245.4-4ubuntu3.22
sysvinit-utils=2.96-2.1ubuntu1
tar=1.30+dfsg-7ubuntu0.20.04.3
tmux=3.0a-2ubuntu0.4
tzdata=2023c-0ubuntu0.20.04.2
ubuntu-keyring=2020.02.11.4
ucf=3.0038+nmu1
unzip=6.0-25ubuntu1.1
util-linux=2.34-0.1ubuntu9.4
vim=2:8.1.2269-1ubuntu5.20
vim-common=2:8.1.2269-1ubuntu5.20
vim-runtime=2:8.1.2269-1ubuntu5.20
wget=1.20.3-1ubuntu2
x11-common=1:7.7+19ubuntu14
xauth=1:1.1-0ubuntu1
xdg-user-dirs=0.17-2ubuntu1
xml-core=0.18+nmu1
xxd=2:8.1.2269-1ubuntu5.20
xz-utils=5.2.4-1ubuntu1.1
zip=3.0-11build1
zlib1g=1:1.2.11.dfsg-2ubuntu1.5
zsh=5.8-3ubuntu1.1
zsh-common=5.8-3ubuntu1.1

Ray 2.8.1, ML libraries optimized

The base image anyscale/ray-ml:2.8.1-py39-cpu contains the following packages:

Pip Packages

about-time==4.2.1
absl-py==1.4.0
accelerate==0.20.3
adal==1.2.7
aim==3.17.5
aim-ui==3.17.5
aimrecords==0.0.7
aimrocks==0.4.0
aioboto3==11.2.0
aiobotocore==2.5.0
aiofiles==22.1.0
aiohttp==3.8.6
aiohttp-cors==0.7.0
aioitertools==0.11.0
aiorwlock==1.3.0
aiosignal==1.3.1
aiosqlite==0.19.0
ale-py==0.8.1
alembic==1.12.0
alive-progress==3.1.4
anyio==3.7.1
anyscale==0.5.163
applicationinsights==0.11.10
argcomplete==1.12.3
argon2-cffi==23.1.0
argon2-cffi-bindings==21.2.0
array-record==0.4.0
arrow==1.3.0
asttokens==2.4.0
astunparse==1.6.3
async-timeout==4.0.3
attrs==21.4.0
autograd==1.6.2
AutoROM==0.6.1
AutoROM.accept-rom-license==0.6.1
awscli==1.27.105
awscliv2==2.2.0
ax-platform==0.3.2
azure-cli-core==2.40.0
azure-cli-telemetry==1.0.8
azure-common==1.1.28
azure-core==1.29.5
azure-identity==1.10.0
azure-mgmt-compute==23.1.0
azure-mgmt-core==1.4.0
azure-mgmt-network==19.0.0
azure-mgmt-resource==20.0.0
Babel==2.13.0
backcall==0.2.0
backoff==1.10.0
base58==2.0.1
bayesian-optimization==1.4.3
bcrypt==4.1.1
beautifulsoup4==4.11.1
bleach==6.1.0
blessed==1.20.0
bokeh==2.4.3
boltons==23.0.0
boto==2.49.0
boto3==1.26.76
botocore==1.29.105
botorch==0.8.5
Brotli==1.0.9
build==1.0.3
cached-property==1.5.2
cachetools==5.3.1
catboost==1.2.2
certifi==2023.7.22
cffi==1.16.0
charset-normalizer==3.3.0
chess==1.7.0
chex==0.1.7
click==8.1.7
cloudpickle==2.2.0
cma==3.2.2
cmaes==0.10.0
cmake==3.27.9
colorama==0.4.4
coloredlogs==15.0.1
colorful==0.5.5
colorlog==6.7.0
comet-ml==3.31.9
comm==0.1.4
commonmark==0.9.1
conda==23.9.0
conda-content-trust==0.1.3
conda-package-handling==2.2.0
conda_package_streaming==0.9.0
configobj==5.0.8
ConfigSpace==0.7.1
contourpy==1.1.1
crc32c==2.3
crcmod==1.7
cryptography==38.0.1
cycler==0.12.1
Cython==0.29.32
dask==2022.10.1
databricks-cli==0.18.0
datasets==2.0.0
debugpy==1.8.0
decorator==5.1.1
deepspeed==0.8.3
defusedxml==0.7.1
Deprecated==1.2.14
dill==0.3.7
distlib==0.3.7
distributed==2022.10.1
dm-control==1.0.12
dm-env==1.6
dm-tree==0.1.8
docker==6.1.3
docker-pycreds==0.4.0
docutils==0.16
dopamine-rl==4.0.5
dragonfly-opt==0.1.7
dulwich==0.21.6
entrypoints==0.4
etils==1.3.0
evaluate==0.4.0
everett==3.2.0
exceptiongroup==1.1.3
executing==2.0.0
executor==23.2
fairscale==0.4.6
Farama-Notifications==0.0.4
fastapi==0.99.1
fasteners==0.19
fastjsonschema==2.18.1
filelock==3.12.4
FLAML==1.1.1
Flask==2.1.3
Flask-Cors==4.0.0
flatbuffers==2.0.7
flax==0.7.2
flit_core==3.6.0
fonttools==4.43.1
fqdn==1.5.1
frozenlist==1.4.0
fsspec==2023.5.0
future==0.18.3
gast==0.4.0
gcs-oauth2-boto-plugin==3.0
gin-config==0.5.0
gitdb==4.0.10
GitPython==3.1.38
glfw==2.6.2
google-api-core==2.12.0
google-api-python-client==1.7.8
google-apitools==0.5.32
google-auth==2.23.4
google-auth-httplib2==0.1.1
google-auth-oauthlib==0.4.6
google-cloud-common==1.3.0
google-cloud-compute==1.15.0
google-cloud-core==2.4.1
google-cloud-filestore==1.8.0
google-cloud-redis==2.14.0
google-cloud-resource-manager==1.11.0
google-cloud-secret-manager==2.17.0
google-cloud-storage==2.13.0
google-crc32c==1.5.0
google-oauth==1.0.1
google-pasta==0.2.0
google-reauth==0.1.1
google-resumable-media==2.6.0
googleapis-common-protos==1.61.0
gpustat==1.1.1
GPy==1.10.0
gpytorch==1.10
grapheme==0.6.0
graphviz==0.20.1
greenlet==3.0.0
grpc-google-iam-v1==0.13.0
grpcio==1.60.0
grpcio-status==1.48.2
grpcio-tools==1.60.0
gsutil==5.26
gunicorn==20.1.0
gym==0.26.2
gym-notices==0.0.8
gymnasium==0.28.1
h11==0.12.0
h5py==3.7.0
halo==0.0.31
HEBO==0.3.5
higher==0.2.1
hjson==3.1.0
hpbandster==0.7.4
httplib2==0.20.4
httptools==0.6.1
huggingface-hub==0.18.0
humanfriendly==10.0
humanize==4.9.0
hyperopt==0.2.7
idna==3.4
imageio==2.31.1
imageio-ffmpeg==0.4.5
importlib-metadata==4.10.0
importlib-resources==5.13.0
iniconfig==2.0.0
ipykernel==6.25.2
ipython==8.12.3
ipython-genutils==0.2.0
ipywidgets==8.0.6
isodate==0.6.1
isoduration==20.11.0
itsdangerous==2.1.2
jax==0.4.13
jax-jumpy==1.0.0
jaxlib==0.4.13
jedi==0.19.1
Jinja2==3.0.3
jmespath==1.0.1
joblib==1.2.0
json5==0.9.14
jsonpatch==1.32
jsonpointer==2.4
jsonschema==4.17.3
jsonschema-specifications==2023.11.2
jupyter-client==7.3.4
jupyter_core==5.4.0
jupyter-events==0.6.3
jupyter-server==1.24.0
jupyter_server_fileid==0.9.0
jupyter_server_ydoc==0.6.1
jupyter-ydoc==0.2.5
jupyterlab==3.6.1
jupyterlab-pygments==0.2.2
jupyterlab_server==2.24.0
jupyterlab-widgets==3.0.9
kaggle-environments==1.7.11
keras==2.11.0
kiwisolver==1.4.5
knack==0.10.1
labmaze==1.0.6
lazy_loader==0.3
libclang==16.0.6
lightgbm==3.3.5
lightgbm-ray==0.1.9
linear-operator==0.4.0
lit==17.0.6
locket==1.0.0
log-symbols==0.0.14
lxml==4.9.1
lz4==4.3.2
Mako==1.2.4
Markdown==3.5.1
markdown-it-py==3.0.0
MarkupSafe==2.1.3
matplotlib==3.7.3
matplotlib-inline==0.1.6
mdurl==0.1.2
minigrid==2.1.1
mistune==0.8.4
ml-dtypes==0.2.0
mlagents-envs==0.28.0
mlflow==2.4.1
modin==0.22.2
monotonic==1.6
more-itertools==10.1.0
mpmath==1.3.0
msal==1.18.0b1
msal-extensions==1.0.0
msgpack==1.0.7
msgpack-numpy==0.4.8
msrest==0.7.1
msrestazure==0.6.4
mujoco==2.3.6
multidict==6.0.4
multipledispatch==1.0.0
multiprocess==0.70.15
nbclassic==1.0.0
nbclient==0.5.13
nbconvert==6.5.4
nbformat==5.9.2
nest-asyncio==1.5.8
netifaces==0.11.0
networkx==2.6.3
nevergrad==0.4.3.post7
ninja==1.11.1.1
notebook==6.5.6
notebook_shim==0.2.3
numexpr==2.8.4
numpy==1.26.2
nvidia-ml-py==12.535.108
oauth2client==4.1.3
oauthlib==3.2.2
onnx==1.12.0
onnxruntime==1.14.1
open-spiel==1.2
opencensus==0.11.3
opencensus-context==0.1.3
opencv-python==4.8.1.78
opentelemetry-api==1.1.0
opentelemetry-exporter-otlp==1.1.0
opentelemetry-exporter-otlp-proto-common==1.21.0
opentelemetry-exporter-otlp-proto-grpc==1.1.0
opentelemetry-exporter-otlp-proto-http==1.21.0
opentelemetry-proto==1.1.0
opentelemetry-sdk==1.1.0
opentelemetry-semantic-conventions==0.20b0
opt-einsum==3.3.0
optax==0.1.7
optuna==3.2.0
orbax-checkpoint==0.2.3
packaging==21.3
pandas==1.5.3
pandocfilters==1.5.0
paramiko==2.12.0
paramz==0.9.5
parso==0.8.3
partd==1.4.1
pathspec==0.11.2
pathtools==0.1.2
patsy==0.5.3
pettingzoo==1.23.1
pexpect==4.8.0
pickleshare==0.7.5
Pillow==9.2.0
pip==23.1.2
pip-tools==7.3.0
pkginfo==1.9.6
platformdirs==3.11.0
plotly==5.17.0
pluggy==1.3.0
portalocker==2.8.2
prometheus-client==0.17.1
promise==2.3
prompt-toolkit==3.0.39
property-manager==3.0
proto-plus==1.23.0
protobuf==3.20.3
psutil==5.9.6
ptyprocess==0.7.0
pure-eval==0.2.2
py==1.11.0
py-cpuinfo==9.0.0
py-spy==0.3.14
py3nvml==0.2.7
py4j==0.10.9.7
pyaml==23.9.7
pyarrow==12.0.1
pyasn1==0.5.0
pyasn1-modules==0.3.0
pycosat==0.6.6
pycparser==2.21
pydantic==1.10.12
pyDeprecate==0.3.2
pygame==2.1.2
pyglet==1.5.15
Pygments==2.13.0
PyJWT==2.8.0
pymars==0.10.0
pymoo==0.6.0.1
pymunk==6.2.1
PyNaCl==1.5.0
PyOpenGL==3.1.7
pyOpenSSL==23.0.0
pyparsing==3.1.1
pypng==0.20220715.0
pyproject_hooks==1.0.0
pyro-api==0.1.2
pyro-ppl==1.8.6
Pyro4==4.82
pyrsistent==0.19.3
PySocks==1.7.1
pyspark==3.4.1
pytest==7.0.1
pytest-remotedata==0.3.2
python-dateutil==2.8.2
python-dotenv==1.0.0
python-json-logger==2.0.7
pytorch-lightning==1.6.5
pytz==2022.7.1
pyu2f==0.1.5
PyWavelets==1.4.1
PyYAML==5.3.1
pyzmq==24.0.1
querystring-parser==1.2.4
ray==2.8.1
raydp==1.7.0b20231017.dev0
recsim==0.2.4
redis==3.5.3
referencing==0.31.1
regex==2023.10.3
requests==2.31.0
requests-oauthlib==1.3.1
requests-toolbelt==1.0.0
responses==0.13.4
RestrictedPython==6.2
retry-decorator==1.1.1
rfc3339-validator==0.1.4
rfc3986-validator==0.1.1
rich==12.6.0
rpds-py==0.13.2
rsa==4.7.2
ruamel.yaml==0.17.21
ruamel.yaml.clib==0.2.6
s3fs==2023.5.0
s3transfer==0.6.2
safetensors==0.4.0
scikit-image==0.19.3
scikit-learn==1.0.2
scikit-optimize==0.9.0
scipy==1.10.1
segment-analytics-python==2.2.0
semantic-version==2.10.0
Send2Trash==1.8.2
sentencepiece==0.1.96
sentry-sdk==1.33.1
serpent==1.41
setproctitle==1.3.3
setuptools==68.0.0
Shimmy==1.3.0
shortuuid==1.0.1
sigopt==7.5.0
six==1.16.0
smart-open==6.2.0
smmap==5.0.1
sniffio==1.3.0
sortedcontainers==2.4.0
soundfile==0.12.1
soupsieve==2.5
spinners==0.0.24
SQLAlchemy==1.4.17
sqlparse==0.4.4
stack-data==0.6.3
starlette==0.27.0
statsmodels==0.14.0
SuperSuit==3.8.0
sympy==1.12
tabulate==0.9.0
tblib==2.0.0
tenacity==8.2.3
tensorboard==2.11.2
tensorboard-data-server==0.6.1
tensorboard-plugin-wit==1.8.1
tensorboardX==2.6
tensorflow==2.11.0
tensorflow-datasets==4.9.0
tensorflow-estimator==2.11.0
tensorflow-io-gcs-filesystem==0.34.0
tensorflow-metadata==1.13.0
tensorflow-probability==0.19.0
tensorstore==0.1.45
termcolor==2.3.0
terminado==0.10.1
tf-slim==1.1.0
tf2onnx==1.13.0
threadpoolctl==3.1.0
tifffile==2023.7.10
timm==0.9.2
tinycss2==1.2.1
tinyscaler==1.2.6
tokenizers==0.12.1
toml==0.10.2
tomli==2.0.1
toolz==0.12.0
torch==2.0.1+cu118
torch-cluster==1.6.1+pt20cu118
torch-geometric==2.3.1
torch-scatter==2.1.1+pt20cu118
torch-sparse==0.6.17+pt20cu118
torch-spline-conv==1.2.2+pt20cu118
torchdata==0.6.1
torchmetrics==0.10.3
torchtext==0.15.2+cpu
torchvision==0.15.2+cu118
tornado==6.1
tqdm==4.64.1
traitlets==5.11.2
transformers==4.19.1
triton==2.0.0
tune-sklearn==0.4.6
typeguard==2.13.3
typer==0.9.0
types-python-dateutil==2.8.19.14
typing_extensions==4.5.0
tzdata==2023.3
tzlocal==5.2
uri-template==1.3.0
uritemplate==3.0.1
urllib3==1.26.18
uvicorn==0.22.0
uvloop==0.18.0
verboselogs==1.7
virtualenv==20.21.0
wandb==0.13.4
watchfiles==0.19.0
wcwidth==0.2.9
webcolors==1.13
webencodings==0.5.1
websocket-client==1.6.4
websockets==11.0.3
Werkzeug==2.1.2
wheel==0.41.2
widgetsnbextension==4.0.9
wrapt==1.15.0
wurlitzer==3.0.3
xgboost==1.7.6
xgboost-ray==0.1.18
xmltodict==0.13.0
xxhash==3.4.1
y-py==0.6.2
yarl==1.9.2
ypy-websocket==0.8.4
zict==3.0.0
zipp==3.17.0
zoopt==0.4.1
zstandard==0.19.0

Conda Packages

_libgcc_mutex=0.1=main
_openmp_mutex=5.1=1_gnu
boltons=23.0.0=py39h06a4308_0
brotli-python=1.0.9=py39h6a678d5_7
ca-certificates=2023.08.22=h06a4308_0
conda=23.9.0=py39h06a4308_0
conda-content-trust=0.1.3=py39h06a4308_0
conda-package-handling=2.2.0=py39h06a4308_0
conda-package-streaming=0.9.0=py39h06a4308_0
flit-core=3.6.0=pyhd3eb1b0_0
idna=3.4=py39h06a4308_0
importlib_metadata=4.11.3=hd3eb1b0_0
jsonpatch=1.32=pyhd3eb1b0_0
ld_impl_linux-64=2.38=h1181459_1
libffi=3.3=he6710b0_2
libgcc-ng=11.2.0=h1234567_1
libgomp=11.2.0=h1234567_1
libstdcxx-ng=11.2.0=h1234567_1
ncurses=6.4=h6a678d5_0
openssl=1.1.1w=h7f8727e_0
pycosat=0.6.6=py39h5eee18b_0
pycparser=2.21=pyhd3eb1b0_0
pysocks=1.7.1=py39h06a4308_0
python=3.9.15=haa1d7c7_0
readline=8.2=h5eee18b_0
requests=2.31.0=py39h06a4308_0
ruamel.yaml=0.17.21=py39h5eee18b_0
ruamel.yaml.clib=0.2.6=py39h5eee18b_1
setuptools=68.0.0=py39h06a4308_0
six=1.16.0=pyhd3eb1b0_1
sqlite=3.40.1=h5082296_0
tk=8.6.12=h1ccaba5_0
urllib3=1.26.18=py39h06a4308_0
xz=5.2.10=h5eee18b_1
zlib=1.2.13=h5eee18b_0
zstandard=0.19.0=py39h5eee18b_0

Debian Packages

adduser=3.118ubuntu2
adwaita-icon-theme=3.36.1-2ubuntu0.20.04.2
alsa-topology-conf=1.2.2-1
alsa-ucm-conf=1.2.2-1ubuntu0.13
apt=2.0.10
autoconf=2.69-11.1
automake=1:1.16.1-4ubuntu6
autopoint=0.19.8.1-10build1
autotools-dev=20180224.1
awscli=1.18.69-1ubuntu0.20.04.1
base-files=11ubuntu5.7
base-passwd=3.5.47
bash=5.0-6ubuntu1.2
binutils=2.34-6ubuntu1.6
binutils-common=2.34-6ubuntu1.6
binutils-x86-64-linux-gnu=2.34-6ubuntu1.6
bsdmainutils=11.1.2ubuntu3
bsdutils=1:2.34-0.1ubuntu9.4
build-essential=12.8ubuntu1.1
bzip2=1.0.8-2
ca-certificates=20230311ubuntu0.20.04.1
cmake=3.16.3-1ubuntu1.20.04.1
cmake-data=3.16.3-1ubuntu1.20.04.1
coreutils=8.30-3ubuntu2
cpp=4:9.3.0-1ubuntu2
cpp-9=9.4.0-1ubuntu1~20.04.2
dash=0.5.10.2-6
dbus=1.12.16-2ubuntu2.3
debconf=1.5.73
debhelper=12.10ubuntu1
debianutils=4.9.1
dh-autoreconf=19
dh-strip-nondeterminism=1.7.0-1
diffutils=1:3.7-3
dirmngr=2.2.19-3ubuntu2.2
distro-info-data=0.43ubuntu1.14
dmsetup=2:1.02.167-1ubuntu1
docutils-common=0.16+dfsg-2
dpkg=1.19.7ubuntu3.2
dpkg-dev=1.19.7ubuntu3.2
dwz=0.13-5
e2fsprogs=1.45.5-2ubuntu1.1
fakeroot=1.24-1
fdisk=2.34-0.1ubuntu9.4
file=1:5.38-4
findutils=4.7.0-1ubuntu1
fontconfig=2.13.1-2ubuntu3
fontconfig-config=2.13.1-2ubuntu3
fonts-dejavu-core=2.37-1
fonts-droid-fallback=1:6.0.1r16-1.1
fonts-noto-mono=20200323-1build1~ubuntu20.04.1
fonts-urw-base35=20170801.1-3
g++=4:9.3.0-1ubuntu2
g++-9=9.4.0-1ubuntu1~20.04.2
gcc=4:9.3.0-1ubuntu2
gcc-10-base=10.5.0-1ubuntu1~20.04
gcc-9=9.4.0-1ubuntu1~20.04.2
gcc-9-base=9.4.0-1ubuntu1~20.04.2
gettext=0.19.8.1-10build1
gettext-base=0.19.8.1-10build1
ghostscript=9.50~dfsg-5ubuntu4.11
gir1.2-atk-1.0=2.35.1-1ubuntu2
gir1.2-freedesktop=1.64.1-1~ubuntu20.04.1
gir1.2-gdkpixbuf-2.0=2.40.0+dfsg-3ubuntu0.4
gir1.2-glib-2.0=1.64.1-1~ubuntu20.04.1
gir1.2-gtk-2.0=2.24.32-4ubuntu4
gir1.2-harfbuzz-0.0=2.6.4-1ubuntu4.2
gir1.2-pango-1.0=1.44.7-2ubuntu4
git=1:2.25.1-1ubuntu3.11
git-man=1:2.25.1-1ubuntu3.11
gnupg=2.2.19-3ubuntu2.2
gnupg-l10n=2.2.19-3ubuntu2.2
gnupg-utils=2.2.19-3ubuntu2.2
google-cloud-sdk=456.0.0-0
gpg=2.2.19-3ubuntu2.2
gpg-agent=2.2.19-3ubuntu2.2
gpg-wks-client=2.2.19-3ubuntu2.2
gpg-wks-server=2.2.19-3ubuntu2.2
gpgconf=2.2.19-3ubuntu2.2
gpgsm=2.2.19-3ubuntu2.2
gpgv=2.2.19-3ubuntu2.2
grep=3.4-1
groff=1.22.4-4build1
groff-base=1.22.4-4build1
gsfonts=1:8.11+urwcyr1.0.7~pre44-4.4
gtk-update-icon-cache=3.24.20-0ubuntu1.1
gzip=1.10-0ubuntu4.1
hicolor-icon-theme=0.17-2
hostname=3.23
humanity-icon-theme=0.6.15
icu-devtools=66.1-2ubuntu2.1
imagemagick=8:6.9.10.23+dfsg-2.1ubuntu11.9
imagemagick-6-common=8:6.9.10.23+dfsg-2.1ubuntu11.9
imagemagick-6.q16=8:6.9.10.23+dfsg-2.1ubuntu11.9
init-system-helpers=1.57
intltool-debian=0.35.0+20060710.5
keyutils=1.6-6ubuntu1.1
krb5-locales=1.17-6ubuntu4.4
less=551-1ubuntu0.1
libacl1=2.2.53-6
libalgorithm-diff-perl=1.19.03-2
libalgorithm-diff-xs-perl=0.04-6
libalgorithm-merge-perl=0.08-3
libapparmor1=2.13.3-7ubuntu5.3
libapt-pkg6.0=2.0.10
libarchive-cpio-perl=0.10-1
libarchive-zip-perl=1.67-2
libarchive13=3.4.0-2ubuntu1.2
libargon2-1=0~20171227-0.2
libasan5=9.4.0-1ubuntu1~20.04.2
libasn1-8-heimdal=7.7.0+dfsg-1ubuntu1.4
libasound2=1.2.2-2.1ubuntu2.5
libasound2-data=1.2.2-2.1ubuntu2.5
libassuan0=2.5.3-7ubuntu2
libatk1.0-0=2.35.1-1ubuntu2
libatk1.0-data=2.35.1-1ubuntu2
libatk1.0-dev=2.35.1-1ubuntu2
libatomic1=10.5.0-1ubuntu1~20.04
libattr1=1:2.4.48-5
libaudit-common=1:2.8.5-2ubuntu6
libaudit1=1:2.8.5-2ubuntu6
libavahi-client3=0.7-4ubuntu7.3
libavahi-common-data=0.7-4ubuntu7.3
libavahi-common3=0.7-4ubuntu7.3
libbinutils=2.34-6ubuntu1.6
libblkid-dev=2.34-0.1ubuntu9.4
libblkid1=2.34-0.1ubuntu9.4
libbrotli1=1.0.7-6ubuntu0.1
libbsd0=0.10.0-1
libbz2-1.0=1.0.8-2
libc-bin=2.31-0ubuntu9.12
libc-dev-bin=2.31-0ubuntu9.12
libc6=2.31-0ubuntu9.12
libc6-dev=2.31-0ubuntu9.12
libcairo-gobject2=1.16.0-4ubuntu1
libcairo-script-interpreter2=1.16.0-4ubuntu1
libcairo2=1.16.0-4ubuntu1
libcairo2-dev=1.16.0-4ubuntu1
libcanberra0=0.30-7ubuntu1
libcap-ng0=0.7.9-2.1build1
libcap2=1:2.32-1ubuntu0.1
libcbor0.6=0.6.0-0ubuntu1
libcc1-0=10.5.0-1ubuntu1~20.04
libcom-err2=1.45.5-2ubuntu1.1
libcroco3=0.6.13-1
libcrypt-dev=1:4.4.10-10ubuntu4
libcrypt1=1:4.4.10-10ubuntu4
libcryptsetup12=2:2.2.2-3ubuntu2.4
libctf-nobfd0=2.34-6ubuntu1.6
libctf0=2.34-6ubuntu1.6
libcups2=2.3.1-9ubuntu1.6
libcurl3-gnutls=7.68.0-1ubuntu2.20
libcurl4=7.68.0-1ubuntu2.20
libdatrie-dev=0.2.12-3
libdatrie1=0.2.12-3
libdb5.3=5.3.28+dfsg1-0.6ubuntu2
libdbus-1-3=1.12.16-2ubuntu2.3
libdebconfclient0=0.251ubuntu1
libdebhelper-perl=12.10ubuntu1
libdevmapper1.02.1=2:1.02.167-1ubuntu1
libdjvulibre-text=3.5.27.1-14ubuntu0.1
libdjvulibre21=3.5.27.1-14ubuntu0.1
libdpkg-perl=1.19.7ubuntu3.2
libdrm-amdgpu1=2.4.107-8ubuntu1~20.04.2
libdrm-common=2.4.107-8ubuntu1~20.04.2
libdrm-intel1=2.4.107-8ubuntu1~20.04.2
libdrm-nouveau2=2.4.107-8ubuntu1~20.04.2
libdrm-radeon1=2.4.107-8ubuntu1~20.04.2
libdrm2=2.4.107-8ubuntu1~20.04.2
libedit2=3.1-20191231-1
libegl-dev=1.3.2-1~ubuntu0.20.04.2
libegl-mesa0=21.2.6-0ubuntu0.1~20.04.2
libegl1=1.3.2-1~ubuntu0.20.04.2
libelf1=0.176-1.1ubuntu0.1
liberror-perl=0.17029-1
libevent-2.1-7=2.1.11-stable-1
libexpat1=2.2.9-1ubuntu0.6
libexpat1-dev=2.2.9-1ubuntu0.6
libext2fs2=1.45.5-2ubuntu1.1
libfakeroot=1.24-1
libfdisk1=2.34-0.1ubuntu9.4
libffi-dev=3.3-4
libffi7=3.3-4
libfftw3-double3=3.3.8-2ubuntu1
libfido2-1=1.3.1-1ubuntu2
libfile-fcntllock-perl=0.22-3build4
libfile-stripnondeterminism-perl=1.7.0-1
libfontconfig1=2.13.1-2ubuntu3
libfontconfig1-dev=2.13.1-2ubuntu3
libfreetype-dev=2.10.1-2ubuntu0.3
libfreetype6=2.10.1-2ubuntu0.3
libfreetype6-dev=2.10.1-2ubuntu0.3
libfribidi-dev=1.0.8-2ubuntu0.1
libfribidi0=1.0.8-2ubuntu0.1
libgail-common=2.24.32-4ubuntu4
libgail18=2.24.32-4ubuntu4
libgbm1=21.2.6-0ubuntu0.1~20.04.2
libgcc-9-dev=9.4.0-1ubuntu1~20.04.2
libgcc-s1=10.5.0-1ubuntu1~20.04
libgcrypt20=1.8.5-5ubuntu1.1
libgdbm-compat4=1.18.1-5
libgdbm6=1.18.1-5
libgdk-pixbuf2.0-0=2.40.0+dfsg-3ubuntu0.4
libgdk-pixbuf2.0-bin=2.40.0+dfsg-3ubuntu0.4
libgdk-pixbuf2.0-common=2.40.0+dfsg-3ubuntu0.4
libgdk-pixbuf2.0-dev=2.40.0+dfsg-3ubuntu0.4
libgirepository-1.0-1=1.64.1-1~ubuntu20.04.1
libgl-dev=1.3.2-1~ubuntu0.20.04.2
libgl1=1.3.2-1~ubuntu0.20.04.2
libgl1-mesa-dev=21.2.6-0ubuntu0.1~20.04.2
libgl1-mesa-dri=21.2.6-0ubuntu0.1~20.04.2
libgl1-mesa-glx=21.2.6-0ubuntu0.1~20.04.2
libglapi-mesa=21.2.6-0ubuntu0.1~20.04.2
libgles-dev=1.3.2-1~ubuntu0.20.04.2
libgles1=1.3.2-1~ubuntu0.20.04.2
libgles2=1.3.2-1~ubuntu0.20.04.2
libglfw3=3.3.2-1
libglib2.0-0=2.64.6-1~ubuntu20.04.6
libglib2.0-bin=2.64.6-1~ubuntu20.04.6
libglib2.0-data=2.64.6-1~ubuntu20.04.6
libglib2.0-dev=2.64.6-1~ubuntu20.04.6
libglib2.0-dev-bin=2.64.6-1~ubuntu20.04.6
libglvnd-dev=1.3.2-1~ubuntu0.20.04.2
libglvnd0=1.3.2-1~ubuntu0.20.04.2
libglx-dev=1.3.2-1~ubuntu0.20.04.2
libglx-mesa0=21.2.6-0ubuntu0.1~20.04.2
libglx0=1.3.2-1~ubuntu0.20.04.2
libgmp10=2:6.2.0+dfsg-4ubuntu0.1
libgnutls30=3.6.13-2ubuntu1.9
libgomp1=10.5.0-1ubuntu1~20.04
libgpg-error0=1.37-1
libgpm2=1.20.7-5
libgraphite2-3=1.3.13-11build1
libgraphite2-dev=1.3.13-11build1
libgs9=9.50~dfsg-5ubuntu4.11
libgs9-common=9.50~dfsg-5ubuntu4.11
libgssapi-krb5-2=1.17-6ubuntu4.4
libgssapi3-heimdal=7.7.0+dfsg-1ubuntu1.4
libgtk2.0-0=2.24.32-4ubuntu4
libgtk2.0-bin=2.24.32-4ubuntu4
libgtk2.0-common=2.24.32-4ubuntu4
libgtk2.0-dev=2.24.32-4ubuntu4
libharfbuzz-dev=2.6.4-1ubuntu4.2
libharfbuzz-gobject0=2.6.4-1ubuntu4.2
libharfbuzz-icu0=2.6.4-1ubuntu4.2
libharfbuzz0b=2.6.4-1ubuntu4.2
libhcrypto4-heimdal=7.7.0+dfsg-1ubuntu1.4
libheimbase1-heimdal=7.7.0+dfsg-1ubuntu1.4
libheimntlm0-heimdal=7.7.0+dfsg-1ubuntu1.4
libhogweed5=3.5.1+really3.5.1-2ubuntu0.2
libhx509-5-heimdal=7.7.0+dfsg-1ubuntu1.4
libice-dev=2:1.0.10-0ubuntu1
libice6=2:1.0.10-0ubuntu1
libicu-dev=66.1-2ubuntu2.1
libicu66=66.1-2ubuntu2.1
libidn11=1.33-2.2ubuntu2
libidn2-0=2.2.0-2
libijs-0.35=0.35-15
libilmbase24=2.3.0-6build1
libimagequant0=2.12.2-1.1
libip4tc2=1.8.4-3ubuntu2.1
libisl22=0.22.1-1
libitm1=10.5.0-1ubuntu1~20.04
libjbig0=2.1-3.1ubuntu0.20.04.1
libjbig2dec0=0.18-1ubuntu1
libjemalloc-dev=5.2.1-1ubuntu1
libjemalloc2=5.2.1-1ubuntu1
libjpeg-turbo8=2.0.3-0ubuntu1.20.04.3
libjpeg8=8c-2ubuntu8
libjson-c4=0.13.1+dfsg-7ubuntu0.3
libjsoncpp1=1.7.4-3.1ubuntu2
libk5crypto3=1.17-6ubuntu4.4
libkeyutils1=1.6-6ubuntu1.1
libkmod2=27-1ubuntu2.1
libkrb5-26-heimdal=7.7.0+dfsg-1ubuntu1.4
libkrb5-3=1.17-6ubuntu4.4
libkrb5support0=1.17-6ubuntu4.4
libksba8=1.3.5-2ubuntu0.20.04.2
liblcms2-2=2.9-4
libldap-2.4-2=2.4.49+dfsg-2ubuntu1.9
libldap-common=2.4.49+dfsg-2ubuntu1.9
libllvm12=1:12.0.0-3ubuntu1~20.04.5
liblocale-gettext-perl=1.07-4
liblqr-1-0=0.4.2-2.1
liblsan0=10.5.0-1ubuntu1~20.04
libltdl-dev=2.4.6-14
libltdl7=2.4.6-14
liblz4-1=1.9.2-2ubuntu0.20.04.1
liblzma5=5.2.4-1ubuntu1.1
liblzo2-2=2.10-2
libmagic-mgc=1:5.38-4
libmagic1=1:5.38-4
libmagickcore-6.q16-6=8:6.9.10.23+dfsg-2.1ubuntu11.9
libmagickcore-6.q16-6-extra=8:6.9.10.23+dfsg-2.1ubuntu11.9
libmagickwand-6.q16-6=8:6.9.10.23+dfsg-2.1ubuntu11.9
libmail-sendmail-perl=0.80-1
libmount-dev=2.34-0.1ubuntu9.4
libmount1=2.34-0.1ubuntu9.4
libmpc3=1.1.0-1
libmpdec2=2.4.2-3
libmpfr6=4.0.2-1
libncurses6=6.2-0ubuntu2.1
libncursesw6=6.2-0ubuntu2.1
libnetpbm10=2:10.0-15.3build1
libnettle7=3.5.1+really3.5.1-2ubuntu0.2
libnfsidmap2=0.25-5.1ubuntu1
libnghttp2-14=1.40.0-1ubuntu0.2
libnpth0=1.6-1
libnss-systemd=245.4-4ubuntu3.22
libogg0=1.3.4-0ubuntu1
libopenexr24=2.3.0-6ubuntu0.5
libopengl-dev=1.3.2-1~ubuntu0.20.04.2
libopengl0=1.3.2-1~ubuntu0.20.04.2
libopenjp2-7=2.3.1-1ubuntu4.20.04.1
libosmesa6=21.2.6-0ubuntu0.1~20.04.2
libosmesa6-dev=21.2.6-0ubuntu0.1~20.04.2
libp11-kit0=0.23.20-1ubuntu0.1
libpam-modules=1.3.1-5ubuntu4.6
libpam-modules-bin=1.3.1-5ubuntu4.6
libpam-runtime=1.3.1-5ubuntu4.6
libpam-systemd=245.4-4ubuntu3.22
libpam0g=1.3.1-5ubuntu4.6
libpango-1.0-0=1.44.7-2ubuntu4
libpango1.0-dev=1.44.7-2ubuntu4
libpangocairo-1.0-0=1.44.7-2ubuntu4
libpangoft2-1.0-0=1.44.7-2ubuntu4
libpangoxft-1.0-0=1.44.7-2ubuntu4
libpaper-utils=1.1.28
libpaper1=1.1.28
libpciaccess0=0.16-0ubuntu1
libpcre16-3=2:8.39-12ubuntu0.1
libpcre2-16-0=10.34-7ubuntu0.1
libpcre2-32-0=10.34-7ubuntu0.1
libpcre2-8-0=10.34-7ubuntu0.1
libpcre2-dev=10.34-7ubuntu0.1
libpcre2-posix2=10.34-7ubuntu0.1
libpcre3=2:8.39-12ubuntu0.1
libpcre3-dev=2:8.39-12ubuntu0.1
libpcre32-3=2:8.39-12ubuntu0.1
libpcrecpp0v5=2:8.39-12ubuntu0.1
libperl5.30=5.30.0-9ubuntu0.5
libpipeline1=1.5.2-2build1
libpixman-1-0=0.38.4-0ubuntu2.1
libpixman-1-dev=0.38.4-0ubuntu2.1
libpng-dev=1.6.37-2
libpng-tools=1.6.37-2
libpng16-16=1.6.37-2
libpopt0=1.16-14
libprocps8=2:3.3.16-1ubuntu2.4
libpsl5=0.21.0-1ubuntu1
libpthread-stubs0-dev=0.4-1
libpython3-stdlib=3.8.2-0ubuntu2
libpython3.8=3.8.10-0ubuntu1~20.04.9
libpython3.8-minimal=3.8.10-0ubuntu1~20.04.9
libpython3.8-stdlib=3.8.10-0ubuntu1~20.04.9
libquadmath0=10.5.0-1ubuntu1~20.04
libreadline8=8.0-4
librhash0=1.3.9-1
libroken18-heimdal=7.7.0+dfsg-1ubuntu1.4
librsvg2-2=2.48.9-1ubuntu0.20.04.4
librsvg2-common=2.48.9-1ubuntu0.20.04.4
librtmp1=2.4+20151223.gitfa8646d.1-2build1
libsasl2-2=2.1.27+dfsg-2ubuntu0.1
libsasl2-modules=2.1.27+dfsg-2ubuntu0.1
libsasl2-modules-db=2.1.27+dfsg-2ubuntu0.1
libseccomp2=2.5.1-1ubuntu1~20.04.2
libselinux1=3.0-1build2
libselinux1-dev=3.0-1build2
libsemanage-common=3.0-1build2
libsemanage1=3.0-1build2
libsensors-config=1:3.6.0-2ubuntu1.1
libsensors5=1:3.6.0-2ubuntu1.1
libsepol1=3.0-1ubuntu0.1
libsepol1-dev=3.0-1ubuntu0.1
libsigsegv2=2.12-2
libsm-dev=2:1.2.3-1
libsm6=2:1.2.3-1
libsmartcols1=2.34-0.1ubuntu9.4
libsqlite3-0=3.31.1-4ubuntu0.5
libss2=1.45.5-2ubuntu1.1
libssh-4=0.9.3-2ubuntu2.3
libssl1.1=1.1.1f-1ubuntu2.20
libstdc++-9-dev=9.4.0-1ubuntu1~20.04.2
libstdc++6=10.5.0-1ubuntu1~20.04
libsub-override-perl=0.09-2
libsys-hostname-long-perl=1.5-1
libsystemd0=245.4-4ubuntu3.22
libtasn1-6=4.16.0-2
libtdb1=1.4.5-0ubuntu0.20.04.1
libthai-data=0.1.28-3
libthai-dev=0.1.28-3
libthai0=0.1.28-3
libtiff5=4.1.0+git191117-2ubuntu0.20.04.11
libtinfo6=6.2-0ubuntu2.1
libtirpc-common=1.2.5-1ubuntu0.1
libtirpc3=1.2.5-1ubuntu0.1
libtool=2.4.6-14
libtsan0=10.5.0-1ubuntu1~20.04
libubsan1=10.5.0-1ubuntu1~20.04
libuchardet0=0.0.6-3build1
libudev1=245.4-4ubuntu3.22
libunistring2=0.9.10-2
libutempter0=1.1.6-4
libuuid1=2.34-0.1ubuntu9.4
libuv1=1.34.2-1ubuntu1.3
libvorbis0a=1.3.6-2ubuntu1
libvorbisfile3=1.3.6-2ubuntu1
libvulkan1=1.2.131.2-1
libwayland-client0=1.18.0-1ubuntu0.1
libwayland-server0=1.18.0-1ubuntu0.1
libwebp6=0.6.1-2ubuntu0.20.04.3
libwebpdemux2=0.6.1-2ubuntu0.20.04.3
libwebpmux3=0.6.1-2ubuntu0.20.04.3
libwind0-heimdal=7.7.0+dfsg-1ubuntu1.4
libwmf0.2-7=0.2.8.4-17ubuntu1
libwrap0=7.6.q-30
libx11-6=2:1.6.9-2ubuntu1.6
libx11-data=2:1.6.9-2ubuntu1.6
libx11-dev=2:1.6.9-2ubuntu1.6
libx11-xcb1=2:1.6.9-2ubuntu1.6
libxau-dev=1:1.0.9-0ubuntu1
libxau6=1:1.0.9-0ubuntu1
libxaw7=2:1.0.13-1
libxcb-dri2-0=1.14-2
libxcb-dri3-0=1.14-2
libxcb-glx0=1.14-2
libxcb-present0=1.14-2
libxcb-randr0=1.14-2
libxcb-render0=1.14-2
libxcb-render0-dev=1.14-2
libxcb-shm0=1.14-2
libxcb-shm0-dev=1.14-2
libxcb-sync1=1.14-2
libxcb-xfixes0=1.14-2
libxcb1=1.14-2
libxcb1-dev=1.14-2
libxcomposite-dev=1:0.4.5-1
libxcomposite1=1:0.4.5-1
libxcursor-dev=1:1.2.0-2
libxcursor1=1:1.2.0-2
libxdamage-dev=1:1.1.5-2
libxdamage1=1:1.1.5-2
libxdmcp-dev=1:1.1.3-0ubuntu1
libxdmcp6=1:1.1.3-0ubuntu1
libxext-dev=2:1.3.4-0ubuntu1
libxext6=2:1.3.4-0ubuntu1
libxfixes-dev=1:5.0.3-2
libxfixes3=1:5.0.3-2
libxft-dev=2.3.3-0ubuntu1
libxft2=2.3.3-0ubuntu1
libxi-dev=2:1.7.10-0ubuntu1
libxi6=2:1.7.10-0ubuntu1
libxinerama-dev=2:1.1.4-2
libxinerama1=2:1.1.4-2
libxml2=2.9.10+dfsg-5ubuntu0.20.04.6
libxml2-utils=2.9.10+dfsg-5ubuntu0.20.04.6
libxmu6=2:1.1.3-0ubuntu1
libxmuu1=2:1.1.3-0ubuntu1
libxpm4=1:3.5.12-1ubuntu0.20.04.2
libxrandr-dev=2:1.5.2-0ubuntu1
libxrandr2=2:1.5.2-0ubuntu1
libxrender-dev=1:0.9.10-1
libxrender1=1:0.9.10-1
libxshmfence1=1.3-1
libxt6=1:1.1.5-1
libxxf86vm1=1:1.1.4-1build1
libyaml-0-2=0.2.2-1
libzstd1=1.4.4+dfsg-3ubuntu0.1
linux-libc-dev=5.4.0-167.184
login=1:4.8.1-1ubuntu5.20.04.4
logsave=1.45.5-2ubuntu1.1
lsb-base=11.1.0ubuntu2
lsb-release=11.1.0ubuntu2
m4=1.4.18-4
make=4.2.1-1.2
man-db=2.9.1-1
manpages=5.05-1
manpages-dev=5.05-1
mawk=1.3.4.20200120-2
mesa-vulkan-drivers=21.2.6-0ubuntu0.1~20.04.2
mime-support=3.64ubuntu1
mount=2.34-0.1ubuntu9.4
ncurses-base=6.2-0ubuntu2.1
ncurses-bin=6.2-0ubuntu2.1
ncurses-term=6.2-0ubuntu2.1
netbase=6.1
netpbm=2:10.0-15.3build1
networkd-dispatcher=2.1-2~ubuntu20.04.3
nfs-common=1:1.3.4-2.5ubuntu3.5
openssh-client=1:8.2p1-4ubuntu0.9
openssh-server=1:8.2p1-4ubuntu0.9
openssh-sftp-server=1:8.2p1-4ubuntu0.9
openssl=1.1.1f-1ubuntu2.20
pango1.0-tools=1.44.7-2ubuntu4
passwd=1:4.8.1-1ubuntu5.20.04.4
patch=2.7.6-6
patchelf=0.10-2build1
perl=5.30.0-9ubuntu0.5
perl-base=5.30.0-9ubuntu0.5
perl-modules-5.30=5.30.0-9ubuntu0.5
pinentry-curses=1.1.0-3build1
pkg-config=0.29.1-0ubuntu4
po-debconf=1.0.21
poppler-data=0.4.9-2
procps=2:3.3.16-1ubuntu2.4
psutils=1.17.dfsg-4
publicsuffix=20200303.0012-1
python3=3.8.2-0ubuntu2
python3-botocore=1.16.19+repack-1ubuntu0.20.04.1
python3-certifi=2019.11.28-1
python3-chardet=3.0.4-4build1
python3-colorama=0.4.3-1build1
python3-dateutil=2.7.3-3ubuntu1
python3-dbus=1.2.16-1build1
python3-distro=1.4.0-1
python3-distutils=3.8.10-0ubuntu1~20.04
python3-docutils=0.16+dfsg-2
python3-gi=3.36.0-1
python3-idna=2.8-1
python3-jmespath=0.9.4-2ubuntu1
python3-lib2to3=3.8.10-0ubuntu1~20.04
python3-minimal=3.8.2-0ubuntu2
python3-olefile=0.46-2
python3-pil=7.0.0-4ubuntu0.7
python3-pkg-resources=45.2.0-1ubuntu0.1
python3-pyasn1=0.4.2-3build1
python3-pygments=2.3.1+dfsg-1ubuntu2.2
python3-requests=2.22.0-2ubuntu1.1
python3-roman=2.0.0-3build1
python3-rsa=4.0-3
python3-s3transfer=0.3.3-1
python3-six=1.14.0-2
python3-urllib3=1.25.8-2ubuntu0.3
python3-yaml=5.3.1-1ubuntu0.1
python3.8=3.8.10-0ubuntu1~20.04.9
python3.8-minimal=3.8.10-0ubuntu1~20.04.9
readline-common=8.0-4
rpcbind=1.2.5-8
rsync=3.1.3-8ubuntu0.7
screen=4.8.0-1ubuntu0.1
sed=4.7-1
sensible-utils=0.0.12+nmu1
sgml-base=1.29.1
shared-mime-info=1.15-1
sound-theme-freedesktop=0.8-2ubuntu1
ssh=1:8.2p1-4ubuntu0.9
ssh-import-id=5.10-0ubuntu1
sudo=1.8.31-1ubuntu1.5
supervisor=4.1.0-1ubuntu1
systemd=245.4-4ubuntu3.22
systemd-sysv=245.4-4ubuntu3.22
systemd-timesyncd=245.4-4ubuntu3.22
sysvinit-utils=2.96-2.1ubuntu1
tar=1.30+dfsg-7ubuntu0.20.04.3
tmux=3.0a-2ubuntu0.4
tzdata=2023c-0ubuntu0.20.04.2
ubuntu-keyring=2020.02.11.4
ubuntu-mono=19.04-0ubuntu3
ucf=3.0038+nmu1
unrar=1:5.6.6-2build1
unzip=6.0-25ubuntu1.1
util-linux=2.34-0.1ubuntu9.4
uuid-dev=2.34-0.1ubuntu9.4
vim=2:8.1.2269-1ubuntu5.20
vim-common=2:8.1.2269-1ubuntu5.20
vim-runtime=2:8.1.2269-1ubuntu5.20
wget=1.20.3-1ubuntu2
x11-common=1:7.7+19ubuntu14
x11proto-core-dev=2019.2-1ubuntu1
x11proto-dev=2019.2-1ubuntu1
x11proto-input-dev=2019.2-1ubuntu1
x11proto-randr-dev=2019.2-1ubuntu1
x11proto-xext-dev=2019.2-1ubuntu1
x11proto-xinerama-dev=2019.2-1ubuntu1
xauth=1:1.1-0ubuntu1
xdg-user-dirs=0.17-2ubuntu1
xml-core=0.18+nmu1
xorg-sgml-doctools=1:1.11-1
xtrans-dev=1.4.0-1
xxd=2:8.1.2269-1ubuntu5.20
xz-utils=5.2.4-1ubuntu1.1
zip=3.0-11build1
zlib1g=1:1.2.11.dfsg-2ubuntu1.5
zlib1g-dev=1:1.2.11.dfsg-2ubuntu1.5
zsh=5.8-3ubuntu1.1
zsh-common=5.8-3ubuntu1.1

Ray 2.8.1, ML libraries, GPU support optimized

The base image anyscale/ray-ml:2.8.1-py39-gpu contains the following packages:

Pip Packages

about-time==4.2.1
absl-py==1.4.0
accelerate==0.20.3
adal==1.2.7
aim==3.17.5
aim-ui==3.17.5
aimrecords==0.0.7
aimrocks==0.4.0
aioboto3==11.2.0
aiobotocore==2.5.0
aiofiles==22.1.0
aiohttp==3.8.6
aiohttp-cors==0.7.0
aioitertools==0.11.0
aiorwlock==1.3.0
aiosignal==1.3.1
aiosqlite==0.19.0
ale-py==0.8.1
alembic==1.12.0
alive-progress==3.1.4
anyio==3.7.1
anyscale==0.5.163
applicationinsights==0.11.10
argcomplete==1.12.3
argon2-cffi==23.1.0
argon2-cffi-bindings==21.2.0
array-record==0.4.0
arrow==1.3.0
asttokens==2.4.0
astunparse==1.6.3
async-timeout==4.0.3
attrs==21.4.0
autograd==1.6.2
AutoROM==0.6.1
AutoROM.accept-rom-license==0.6.1
awscli==1.27.105
awscliv2==2.2.0
ax-platform==0.3.2
azure-cli-core==2.40.0
azure-cli-telemetry==1.0.8
azure-common==1.1.28
azure-core==1.29.5
azure-identity==1.10.0
azure-mgmt-compute==23.1.0
azure-mgmt-core==1.4.0
azure-mgmt-network==19.0.0
azure-mgmt-resource==20.0.0
Babel==2.13.0
backcall==0.2.0
backoff==1.10.0
base58==2.0.1
bayesian-optimization==1.4.3
bcrypt==4.1.1
beautifulsoup4==4.11.1
bleach==6.1.0
blessed==1.20.0
bokeh==2.4.3
boltons==23.0.0
boto==2.49.0
boto3==1.26.76
botocore==1.29.105
botorch==0.8.5
Brotli==1.0.9
build==1.0.3
cached-property==1.5.2
cachetools==5.3.1
catboost==1.2.2
certifi==2023.7.22
cffi==1.16.0
charset-normalizer==3.3.0
chess==1.7.0
chex==0.1.7
click==8.1.7
cloudpickle==2.2.0
cma==3.2.2
cmaes==0.10.0
cmake==3.27.9
colorama==0.4.4
coloredlogs==15.0.1
colorful==0.5.5
colorlog==6.7.0
comet-ml==3.31.9
comm==0.1.4
commonmark==0.9.1
conda==23.9.0
conda-content-trust==0.1.3
conda-package-handling==2.2.0
conda_package_streaming==0.9.0
configobj==5.0.8
ConfigSpace==0.7.1
contourpy==1.1.1
crc32c==2.3
crcmod==1.7
cryptography==38.0.1
cycler==0.12.1
Cython==0.29.32
dask==2022.10.1
databricks-cli==0.18.0
datasets==2.0.0
debugpy==1.8.0
decorator==5.1.1
deepspeed==0.8.3
defusedxml==0.7.1
Deprecated==1.2.14
dill==0.3.7
distlib==0.3.7
distributed==2022.10.1
dm-control==1.0.12
dm-env==1.6
dm-tree==0.1.8
docker==6.1.3
docker-pycreds==0.4.0
docutils==0.16
dopamine-rl==4.0.5
dragonfly-opt==0.1.7
dulwich==0.21.6
entrypoints==0.4
etils==1.3.0
evaluate==0.4.0
everett==3.2.0
exceptiongroup==1.1.3
executing==2.0.0
executor==23.2
fairscale==0.4.6
Farama-Notifications==0.0.4
fastapi==0.99.1
fasteners==0.19
fastjsonschema==2.18.1
filelock==3.12.4
FLAML==1.1.1
Flask==2.1.3
Flask-Cors==4.0.0
flatbuffers==2.0.7
flax==0.7.2
flit_core==3.6.0
fonttools==4.43.1
fqdn==1.5.1
frozenlist==1.4.0
fsspec==2023.5.0
future==0.18.3
gast==0.4.0
gcs-oauth2-boto-plugin==3.0
gin-config==0.5.0
gitdb==4.0.10
GitPython==3.1.38
glfw==2.6.2
google-api-core==2.12.0
google-api-python-client==1.7.8
google-apitools==0.5.32
google-auth==2.23.4
google-auth-httplib2==0.1.1
google-auth-oauthlib==0.4.6
google-cloud-common==1.3.0
google-cloud-compute==1.15.0
google-cloud-core==2.4.1
google-cloud-filestore==1.8.0
google-cloud-redis==2.14.0
google-cloud-resource-manager==1.11.0
google-cloud-secret-manager==2.17.0
google-cloud-storage==2.13.0
google-crc32c==1.5.0
google-oauth==1.0.1
google-pasta==0.2.0
google-reauth==0.1.1
google-resumable-media==2.6.0
googleapis-common-protos==1.61.0
gpustat==1.1.1
GPy==1.10.0
gpytorch==1.10
grapheme==0.6.0
graphviz==0.20.1
greenlet==3.0.0
grpc-google-iam-v1==0.13.0
grpcio==1.60.0
grpcio-status==1.48.2
grpcio-tools==1.60.0
gsutil==5.26
gunicorn==20.1.0
gym==0.26.2
gym-notices==0.0.8
gymnasium==0.28.1
h11==0.12.0
h5py==3.7.0
halo==0.0.31
HEBO==0.3.5
higher==0.2.1
hjson==3.1.0
hpbandster==0.7.4
httplib2==0.20.4
httptools==0.6.1
huggingface-hub==0.18.0
humanfriendly==10.0
humanize==4.9.0
hyperopt==0.2.7
idna==3.4
imageio==2.31.1
imageio-ffmpeg==0.4.5
importlib-metadata==4.10.0
importlib-resources==5.13.0
iniconfig==2.0.0
ipykernel==6.25.2
ipython==8.12.3
ipython-genutils==0.2.0
ipywidgets==8.0.6
isodate==0.6.1
isoduration==20.11.0
itsdangerous==2.1.2
jax==0.4.13
jax-jumpy==1.0.0
jaxlib==0.4.13
jedi==0.19.1
Jinja2==3.0.3
jmespath==1.0.1
joblib==1.2.0
json5==0.9.14
jsonpatch==1.32
jsonpointer==2.4
jsonschema==4.17.3
jsonschema-specifications==2023.11.2
jupyter-client==7.3.4
jupyter_core==5.4.0
jupyter-events==0.6.3
jupyter-server==1.24.0
jupyter_server_fileid==0.9.0
jupyter_server_ydoc==0.6.1
jupyter-ydoc==0.2.5
jupyterlab==3.6.1
jupyterlab-pygments==0.2.2
jupyterlab_server==2.24.0
jupyterlab-widgets==3.0.9
kaggle-environments==1.7.11
keras==2.11.0
kiwisolver==1.4.5
knack==0.10.1
labmaze==1.0.6
lazy_loader==0.3
libclang==16.0.6
lightgbm==3.3.5
lightgbm-ray==0.1.9
linear-operator==0.4.0
lit==17.0.6
locket==1.0.0
log-symbols==0.0.14
lxml==4.9.1
lz4==4.3.2
Mako==1.2.4
Markdown==3.5.1
markdown-it-py==3.0.0
MarkupSafe==2.1.3
matplotlib==3.7.3
matplotlib-inline==0.1.6
mdurl==0.1.2
minigrid==2.1.1
mistune==0.8.4
ml-dtypes==0.2.0
mlagents-envs==0.28.0
mlflow==2.4.1
modin==0.22.2
monotonic==1.6
more-itertools==10.1.0
mpmath==1.3.0
msal==1.18.0b1
msal-extensions==1.0.0
msgpack==1.0.7
msgpack-numpy==0.4.8
msrest==0.7.1
msrestazure==0.6.4
mujoco==2.3.6
multidict==6.0.4
multipledispatch==1.0.0
multiprocess==0.70.15
nbclassic==1.0.0
nbclient==0.5.13
nbconvert==6.5.4
nbformat==5.9.2
nest-asyncio==1.5.8
netifaces==0.11.0
networkx==2.6.3
nevergrad==0.4.3.post7
ninja==1.11.1.1
notebook==6.5.6
notebook_shim==0.2.3
numexpr==2.8.4
numpy==1.26.2
nvidia-ml-py==12.535.108
oauth2client==4.1.3
oauthlib==3.2.2
onnx==1.12.0
onnxruntime==1.14.1
open-spiel==1.2
opencensus==0.11.3
opencensus-context==0.1.3
opencv-python==4.8.1.78
opentelemetry-api==1.1.0
opentelemetry-exporter-otlp==1.1.0
opentelemetry-exporter-otlp-proto-common==1.21.0
opentelemetry-exporter-otlp-proto-grpc==1.1.0
opentelemetry-exporter-otlp-proto-http==1.21.0
opentelemetry-proto==1.1.0
opentelemetry-sdk==1.1.0
opentelemetry-semantic-conventions==0.20b0
opt-einsum==3.3.0
optax==0.1.7
optuna==3.2.0
orbax-checkpoint==0.2.3
packaging==21.3
pandas==1.5.3
pandocfilters==1.5.0
paramiko==2.12.0
paramz==0.9.5
parso==0.8.3
partd==1.4.1
pathspec==0.11.2
pathtools==0.1.2
patsy==0.5.3
pettingzoo==1.23.1
pexpect==4.8.0
pickleshare==0.7.5
Pillow==9.2.0
pip==23.1.2
pip-tools==7.3.0
pkginfo==1.9.6
platformdirs==3.11.0
plotly==5.17.0
pluggy==1.3.0
portalocker==2.8.2
prometheus-client==0.17.1
promise==2.3
prompt-toolkit==3.0.39
property-manager==3.0
proto-plus==1.23.0
protobuf==3.20.3
psutil==5.9.6
ptyprocess==0.7.0
pure-eval==0.2.2
py==1.11.0
py-cpuinfo==9.0.0
py-spy==0.3.14
py3nvml==0.2.7
py4j==0.10.9.7
pyaml==23.9.7
pyarrow==12.0.1
pyasn1==0.5.0
pyasn1-modules==0.3.0
pycosat==0.6.6
pycparser==2.21
pydantic==1.10.12
pyDeprecate==0.3.2
pygame==2.1.2
pyglet==1.5.15
Pygments==2.13.0
PyJWT==2.8.0
pymars==0.10.0
pymoo==0.6.0.1
pymunk==6.2.1
PyNaCl==1.5.0
PyOpenGL==3.1.7
pyOpenSSL==23.0.0
pyparsing==3.1.1
pypng==0.20220715.0
pyproject_hooks==1.0.0
pyro-api==0.1.2
pyro-ppl==1.8.6
Pyro4==4.82
pyrsistent==0.19.3
PySocks==1.7.1
pyspark==3.4.1
pytest==7.0.1
pytest-remotedata==0.3.2
python-dateutil==2.8.2
python-dotenv==1.0.0
python-json-logger==2.0.7
pytorch-lightning==1.6.5
pytz==2022.7.1
pyu2f==0.1.5
PyWavelets==1.4.1
PyYAML==5.3.1
pyzmq==24.0.1
querystring-parser==1.2.4
ray==2.8.1
raydp==1.7.0b20231017.dev0
recsim==0.2.4
redis==3.5.3
referencing==0.31.1
regex==2023.10.3
requests==2.31.0
requests-oauthlib==1.3.1
requests-toolbelt==1.0.0
responses==0.13.4
RestrictedPython==6.2
retry-decorator==1.1.1
rfc3339-validator==0.1.4
rfc3986-validator==0.1.1
rich==12.6.0
rpds-py==0.13.2
rsa==4.7.2
ruamel.yaml==0.17.21
ruamel.yaml.clib==0.2.6
s3fs==2023.5.0
s3transfer==0.6.2
safetensors==0.4.0
scikit-image==0.19.3
scikit-learn==1.0.2
scikit-optimize==0.9.0
scipy==1.10.1
segment-analytics-python==2.2.0
semantic-version==2.10.0
Send2Trash==1.8.2
sentencepiece==0.1.96
sentry-sdk==1.33.1
serpent==1.41
setproctitle==1.3.3
setuptools==68.0.0
Shimmy==1.3.0
shortuuid==1.0.1
sigopt==7.5.0
six==1.16.0
smart-open==6.2.0
smmap==5.0.1
sniffio==1.3.0
sortedcontainers==2.4.0
soundfile==0.12.1
soupsieve==2.5
spinners==0.0.24
SQLAlchemy==1.4.17
sqlparse==0.4.4
stack-data==0.6.3
starlette==0.27.0
statsmodels==0.14.0
SuperSuit==3.8.0
sympy==1.12
tabulate==0.9.0
tblib==2.0.0
tenacity==8.2.3
tensorboard==2.11.2
tensorboard-data-server==0.6.1
tensorboard-plugin-wit==1.8.1
tensorboardX==2.6
tensorflow==2.11.0
tensorflow-datasets==4.9.0
tensorflow-estimator==2.11.0
tensorflow-io-gcs-filesystem==0.34.0
tensorflow-metadata==1.13.0
tensorflow-probability==0.19.0
tensorstore==0.1.45
termcolor==2.3.0
terminado==0.10.1
tf-slim==1.1.0
tf2onnx==1.13.0
threadpoolctl==3.1.0
tifffile==2023.7.10
timm==0.9.2
tinycss2==1.2.1
tinyscaler==1.2.6
tokenizers==0.12.1
toml==0.10.2
tomli==2.0.1
toolz==0.12.0
torch==2.0.1+cu118
torch-cluster==1.6.1+pt20cu118
torch-geometric==2.3.1
torch-scatter==2.1.1+pt20cu118
torch-sparse==0.6.17+pt20cu118
torch-spline-conv==1.2.2+pt20cu118
torchdata==0.6.1
torchmetrics==0.10.3
torchtext==0.15.2+cpu
torchvision==0.15.2+cu118
tornado==6.1
tqdm==4.64.1
traitlets==5.11.2
transformers==4.19.1
triton==2.0.0
tune-sklearn==0.4.6
typeguard==2.13.3
typer==0.9.0
types-python-dateutil==2.8.19.14
typing_extensions==4.5.0
tzdata==2023.3
tzlocal==5.2
uri-template==1.3.0
uritemplate==3.0.1
urllib3==1.26.18
uvicorn==0.22.0
uvloop==0.18.0
verboselogs==1.7
virtualenv==20.21.0
wandb==0.13.4
watchfiles==0.19.0
wcwidth==0.2.9
webcolors==1.13
webencodings==0.5.1
websocket-client==1.6.4
websockets==11.0.3
Werkzeug==2.1.2
wheel==0.41.2
widgetsnbextension==4.0.9
wrapt==1.15.0
wurlitzer==3.0.3
xgboost==1.7.6
xgboost-ray==0.1.18
xmltodict==0.13.0
xxhash==3.4.1
y-py==0.6.2
yarl==1.9.2
ypy-websocket==0.8.4
zict==3.0.0
zipp==3.17.0
zoopt==0.4.1
zstandard==0.19.0

Conda Packages

_libgcc_mutex=0.1=main
_openmp_mutex=5.1=1_gnu
boltons=23.0.0=py39h06a4308_0
brotli-python=1.0.9=py39h6a678d5_7
ca-certificates=2023.08.22=h06a4308_0
conda=23.9.0=py39h06a4308_0
conda-content-trust=0.1.3=py39h06a4308_0
conda-package-handling=2.2.0=py39h06a4308_0
conda-package-streaming=0.9.0=py39h06a4308_0
flit-core=3.6.0=pyhd3eb1b0_0
idna=3.4=py39h06a4308_0
importlib_metadata=4.11.3=hd3eb1b0_0
jsonpatch=1.32=pyhd3eb1b0_0
ld_impl_linux-64=2.38=h1181459_1
libffi=3.3=he6710b0_2
libgcc-ng=11.2.0=h1234567_1
libgomp=11.2.0=h1234567_1
libstdcxx-ng=11.2.0=h1234567_1
ncurses=6.4=h6a678d5_0
openssl=1.1.1w=h7f8727e_0
pycosat=0.6.6=py39h5eee18b_0
pycparser=2.21=pyhd3eb1b0_0
pysocks=1.7.1=py39h06a4308_0
python=3.9.15=haa1d7c7_0
readline=8.2=h5eee18b_0
requests=2.31.0=py39h06a4308_0
ruamel.yaml=0.17.21=py39h5eee18b_0
ruamel.yaml.clib=0.2.6=py39h5eee18b_1
setuptools=68.0.0=py39h06a4308_0
six=1.16.0=pyhd3eb1b0_1
sqlite=3.40.1=h5082296_0
tk=8.6.12=h1ccaba5_0
urllib3=1.26.18=py39h06a4308_0
xz=5.2.10=h5eee18b_1
zlib=1.2.13=h5eee18b_0
zstandard=0.19.0=py39h5eee18b_0

Debian Packages

adduser=3.118ubuntu2
adwaita-icon-theme=3.36.1-2ubuntu0.20.04.2
alsa-topology-conf=1.2.2-1
alsa-ucm-conf=1.2.2-1ubuntu0.13
apt=2.0.10
autoconf=2.69-11.1
automake=1:1.16.1-4ubuntu6
autopoint=0.19.8.1-10build1
autotools-dev=20180224.1
awscli=1.18.69-1ubuntu0.20.04.1
base-files=11ubuntu5.7
base-passwd=3.5.47
bash=5.0-6ubuntu1.2
binutils=2.34-6ubuntu1.6
binutils-common=2.34-6ubuntu1.6
binutils-x86-64-linux-gnu=2.34-6ubuntu1.6
bsdmainutils=11.1.2ubuntu3
bsdutils=1:2.34-0.1ubuntu9.4
build-essential=12.8ubuntu1.1
bzip2=1.0.8-2
ca-certificates=20230311ubuntu0.20.04.1
cmake=3.16.3-1ubuntu1.20.04.1
cmake-data=3.16.3-1ubuntu1.20.04.1
coreutils=8.30-3ubuntu2
cpp=4:9.3.0-1ubuntu2
cpp-9=9.4.0-1ubuntu1~20.04.2
cuda-cccl-11-8=11.8.89-1
cuda-command-line-tools-11-8=11.8.0-1
cuda-compat-11-8=520.61.05-1
cuda-compiler-11-8=11.8.0-1
cuda-cudart-11-8=11.8.89-1
cuda-cudart-dev-11-8=11.8.89-1
cuda-cuobjdump-11-8=11.8.86-1
cuda-cupti-11-8=11.8.87-1
cuda-cupti-dev-11-8=11.8.87-1
cuda-cuxxfilt-11-8=11.8.86-1
cuda-driver-dev-11-8=11.8.89-1
cuda-gdb-11-8=11.8.86-1
cuda-libraries-11-8=11.8.0-1
cuda-libraries-dev-11-8=11.8.0-1
cuda-memcheck-11-8=11.8.86-1
cuda-minimal-build-11-8=11.8.0-1
cuda-nsight-compute-11-8=11.8.0-1
cuda-nvcc-11-8=11.8.89-1
cuda-nvdisasm-11-8=11.8.86-1
cuda-nvml-dev-11-8=11.8.86-1
cuda-nvprof-11-8=11.8.87-1
cuda-nvprune-11-8=11.8.86-1
cuda-nvrtc-11-8=11.8.89-1
cuda-nvrtc-dev-11-8=11.8.89-1
cuda-nvtx-11-8=11.8.86-1
cuda-profiler-api-11-8=11.8.86-1
cuda-sanitizer-11-8=11.8.86-1
cuda-toolkit-11-8-config-common=11.8.89-1
cuda-toolkit-11-config-common=11.8.89-1
cuda-toolkit-config-common=12.3.101-1
dash=0.5.10.2-6
dbus=1.12.16-2ubuntu2.3
debconf=1.5.73
debhelper=12.10ubuntu1
debianutils=4.9.1
dh-autoreconf=19
dh-strip-nondeterminism=1.7.0-1
diffutils=1:3.7-3
dirmngr=2.2.19-3ubuntu2.2
distro-info-data=0.43ubuntu1.14
dmsetup=2:1.02.167-1ubuntu1
docutils-common=0.16+dfsg-2
dpkg=1.19.7ubuntu3.2
dpkg-dev=1.19.7ubuntu3.2
dwz=0.13-5
e2fsprogs=1.45.5-2ubuntu1.1
fdisk=2.34-0.1ubuntu9.4
file=1:5.38-4
findutils=4.7.0-1ubuntu1
fontconfig=2.13.1-2ubuntu3
fontconfig-config=2.13.1-2ubuntu3
fonts-dejavu-core=2.37-1
fonts-droid-fallback=1:6.0.1r16-1.1
fonts-noto-mono=20200323-1build1~ubuntu20.04.1
fonts-urw-base35=20170801.1-3
g++=4:9.3.0-1ubuntu2
g++-9=9.4.0-1ubuntu1~20.04.2
gcc=4:9.3.0-1ubuntu2
gcc-10-base=10.5.0-1ubuntu1~20.04
gcc-9=9.4.0-1ubuntu1~20.04.2
gcc-9-base=9.4.0-1ubuntu1~20.04.2
gettext=0.19.8.1-10build1
gettext-base=0.19.8.1-10build1
ghostscript=9.50~dfsg-5ubuntu4.11
gir1.2-atk-1.0=2.35.1-1ubuntu2
gir1.2-freedesktop=1.64.1-1~ubuntu20.04.1
gir1.2-gdkpixbuf-2.0=2.40.0+dfsg-3ubuntu0.4
gir1.2-glib-2.0=1.64.1-1~ubuntu20.04.1
gir1.2-gtk-2.0=2.24.32-4ubuntu4
gir1.2-harfbuzz-0.0=2.6.4-1ubuntu4.2
gir1.2-pango-1.0=1.44.7-2ubuntu4
git=1:2.25.1-1ubuntu3.11
git-man=1:2.25.1-1ubuntu3.11
gnupg=2.2.19-3ubuntu2.2
gnupg-l10n=2.2.19-3ubuntu2.2
gnupg-utils=2.2.19-3ubuntu2.2
gnupg2=2.2.19-3ubuntu2.2
google-cloud-sdk=456.0.0-0
gpg=2.2.19-3ubuntu2.2
gpg-agent=2.2.19-3ubuntu2.2
gpg-wks-client=2.2.19-3ubuntu2.2
gpg-wks-server=2.2.19-3ubuntu2.2
gpgconf=2.2.19-3ubuntu2.2
gpgsm=2.2.19-3ubuntu2.2
gpgv=2.2.19-3ubuntu2.2
grep=3.4-1
groff=1.22.4-4build1
groff-base=1.22.4-4build1
gsfonts=1:8.11+urwcyr1.0.7~pre44-4.4
gtk-update-icon-cache=3.24.20-0ubuntu1.1
gzip=1.10-0ubuntu4.1
hicolor-icon-theme=0.17-2
hostname=3.23
humanity-icon-theme=0.6.15
icu-devtools=66.1-2ubuntu2.1
imagemagick=8:6.9.10.23+dfsg-2.1ubuntu11.9
imagemagick-6-common=8:6.9.10.23+dfsg-2.1ubuntu11.9
imagemagick-6.q16=8:6.9.10.23+dfsg-2.1ubuntu11.9
init-system-helpers=1.57
intltool-debian=0.35.0+20060710.5
keyutils=1.6-6ubuntu1.1
krb5-locales=1.17-6ubuntu4.4
less=551-1ubuntu0.1
libacl1=2.2.53-6
libapparmor1=2.13.3-7ubuntu5.3
libapt-pkg6.0=2.0.10
libarchive-cpio-perl=0.10-1
libarchive-zip-perl=1.67-2
libarchive13=3.4.0-2ubuntu1.2
libargon2-1=0~20171227-0.2
libasan5=9.4.0-1ubuntu1~20.04.2
libasn1-8-heimdal=7.7.0+dfsg-1ubuntu1.4
libasound2=1.2.2-2.1ubuntu2.5
libasound2-data=1.2.2-2.1ubuntu2.5
libassuan0=2.5.3-7ubuntu2
libatk1.0-0=2.35.1-1ubuntu2
libatk1.0-data=2.35.1-1ubuntu2
libatk1.0-dev=2.35.1-1ubuntu2
libatomic1=10.5.0-1ubuntu1~20.04
libattr1=1:2.4.48-5
libaudit-common=1:2.8.5-2ubuntu6
libaudit1=1:2.8.5-2ubuntu6
libavahi-client3=0.7-4ubuntu7.3
libavahi-common-data=0.7-4ubuntu7.3
libavahi-common3=0.7-4ubuntu7.3
libbinutils=2.34-6ubuntu1.6
libblkid-dev=2.34-0.1ubuntu9.4
libblkid1=2.34-0.1ubuntu9.4
libbrotli1=1.0.7-6ubuntu0.1
libbsd0=0.10.0-1
libbz2-1.0=1.0.8-2
libc-bin=2.31-0ubuntu9.12
libc-dev-bin=2.31-0ubuntu9.12
libc6=2.31-0ubuntu9.12
libc6-dev=2.31-0ubuntu9.12
libcairo-gobject2=1.16.0-4ubuntu1
libcairo-script-interpreter2=1.16.0-4ubuntu1
libcairo2=1.16.0-4ubuntu1
libcairo2-dev=1.16.0-4ubuntu1
libcanberra0=0.30-7ubuntu1
libcap-ng0=0.7.9-2.1build1
libcap2=1:2.32-1ubuntu0.1
libcbor0.6=0.6.0-0ubuntu1
libcc1-0=10.5.0-1ubuntu1~20.04
libcom-err2=1.45.5-2ubuntu1.1
libcroco3=0.6.13-1
libcrypt-dev=1:4.4.10-10ubuntu4
libcrypt1=1:4.4.10-10ubuntu4
libcryptsetup12=2:2.2.2-3ubuntu2.4
libctf-nobfd0=2.34-6ubuntu1.6
libctf0=2.34-6ubuntu1.6
libcublas-11-8=11.11.3.6-1
libcublas-dev-11-8=11.11.3.6-1
libcudnn8=8.9.6.50-1+cuda11.8
libcudnn8-dev=8.9.6.50-1+cuda11.8
libcufft-11-8=10.9.0.58-1
libcufft-dev-11-8=10.9.0.58-1
libcufile-11-8=1.4.0.31-1
libcufile-dev-11-8=1.4.0.31-1
libcups2=2.3.1-9ubuntu1.6
libcurand-11-8=10.3.0.86-1
libcurand-dev-11-8=10.3.0.86-1
libcurl3-gnutls=7.68.0-1ubuntu2.20
libcurl4=7.68.0-1ubuntu2.20
libcusolver-11-8=11.4.1.48-1
libcusolver-dev-11-8=11.4.1.48-1
libcusparse-11-8=11.7.5.86-1
libcusparse-dev-11-8=11.7.5.86-1
libdatrie-dev=0.2.12-3
libdatrie1=0.2.12-3
libdb5.3=5.3.28+dfsg1-0.6ubuntu2
libdbus-1-3=1.12.16-2ubuntu2.3
libdebconfclient0=0.251ubuntu1
libdebhelper-perl=12.10ubuntu1
libdevmapper1.02.1=2:1.02.167-1ubuntu1
libdjvulibre-text=3.5.27.1-14ubuntu0.1
libdjvulibre21=3.5.27.1-14ubuntu0.1
libdpkg-perl=1.19.7ubuntu3.2
libdrm-amdgpu1=2.4.107-8ubuntu1~20.04.2
libdrm-common=2.4.107-8ubuntu1~20.04.2
libdrm-intel1=2.4.107-8ubuntu1~20.04.2
libdrm-nouveau2=2.4.107-8ubuntu1~20.04.2
libdrm-radeon1=2.4.107-8ubuntu1~20.04.2
libdrm2=2.4.107-8ubuntu1~20.04.2
libedit2=3.1-20191231-1
libegl-dev=1.3.2-1~ubuntu0.20.04.2
libegl-mesa0=21.2.6-0ubuntu0.1~20.04.2
libegl1=1.3.2-1~ubuntu0.20.04.2
libelf1=0.176-1.1ubuntu0.1
liberror-perl=0.17029-1
libevent-2.1-7=2.1.11-stable-1
libexpat1=2.2.9-1ubuntu0.6
libexpat1-dev=2.2.9-1ubuntu0.6
libext2fs2=1.45.5-2ubuntu1.1
libfdisk1=2.34-0.1ubuntu9.4
libffi-dev=3.3-4
libffi7=3.3-4
libfftw3-double3=3.3.8-2ubuntu1
libfido2-1=1.3.1-1ubuntu2
libfile-stripnondeterminism-perl=1.7.0-1
libfontconfig1=2.13.1-2ubuntu3
libfontconfig1-dev=2.13.1-2ubuntu3
libfreetype-dev=2.10.1-2ubuntu0.3
libfreetype6=2.10.1-2ubuntu0.3
libfreetype6-dev=2.10.1-2ubuntu0.3
libfribidi-dev=1.0.8-2ubuntu0.1
libfribidi0=1.0.8-2ubuntu0.1
libgail-common=2.24.32-4ubuntu4
libgail18=2.24.32-4ubuntu4
libgbm1=21.2.6-0ubuntu0.1~20.04.2
libgcc-9-dev=9.4.0-1ubuntu1~20.04.2
libgcc-s1=10.5.0-1ubuntu1~20.04
libgcrypt20=1.8.5-5ubuntu1.1
libgdbm-compat4=1.18.1-5
libgdbm6=1.18.1-5
libgdk-pixbuf2.0-0=2.40.0+dfsg-3ubuntu0.4
libgdk-pixbuf2.0-bin=2.40.0+dfsg-3ubuntu0.4
libgdk-pixbuf2.0-common=2.40.0+dfsg-3ubuntu0.4
libgdk-pixbuf2.0-dev=2.40.0+dfsg-3ubuntu0.4
libgirepository-1.0-1=1.64.1-1~ubuntu20.04.1
libgl-dev=1.3.2-1~ubuntu0.20.04.2
libgl1=1.3.2-1~ubuntu0.20.04.2
libgl1-mesa-dev=21.2.6-0ubuntu0.1~20.04.2
libgl1-mesa-dri=21.2.6-0ubuntu0.1~20.04.2
libgl1-mesa-glx=21.2.6-0ubuntu0.1~20.04.2
libglapi-mesa=21.2.6-0ubuntu0.1~20.04.2
libgles-dev=1.3.2-1~ubuntu0.20.04.2
libgles1=1.3.2-1~ubuntu0.20.04.2
libgles2=1.3.2-1~ubuntu0.20.04.2
libglfw3=3.3.2-1
libglib2.0-0=2.64.6-1~ubuntu20.04.6
libglib2.0-bin=2.64.6-1~ubuntu20.04.6
libglib2.0-data=2.64.6-1~ubuntu20.04.6
libglib2.0-dev=2.64.6-1~ubuntu20.04.6
libglib2.0-dev-bin=2.64.6-1~ubuntu20.04.6
libglvnd-dev=1.3.2-1~ubuntu0.20.04.2
libglvnd0=1.3.2-1~ubuntu0.20.04.2
libglx-dev=1.3.2-1~ubuntu0.20.04.2
libglx-mesa0=21.2.6-0ubuntu0.1~20.04.2
libglx0=1.3.2-1~ubuntu0.20.04.2
libgmp10=2:6.2.0+dfsg-4ubuntu0.1
libgnutls30=3.6.13-2ubuntu1.9
libgomp1=10.5.0-1ubuntu1~20.04
libgpg-error0=1.37-1
libgpm2=1.20.7-5
libgraphite2-3=1.3.13-11build1
libgraphite2-dev=1.3.13-11build1
libgs9=9.50~dfsg-5ubuntu4.11
libgs9-common=9.50~dfsg-5ubuntu4.11
libgssapi-krb5-2=1.17-6ubuntu4.4
libgssapi3-heimdal=7.7.0+dfsg-1ubuntu1.4
libgtk2.0-0=2.24.32-4ubuntu4
libgtk2.0-bin=2.24.32-4ubuntu4
libgtk2.0-common=2.24.32-4ubuntu4
libgtk2.0-dev=2.24.32-4ubuntu4
libharfbuzz-dev=2.6.4-1ubuntu4.2
libharfbuzz-gobject0=2.6.4-1ubuntu4.2
libharfbuzz-icu0=2.6.4-1ubuntu4.2
libharfbuzz0b=2.6.4-1ubuntu4.2
libhcrypto4-heimdal=7.7.0+dfsg-1ubuntu1.4
libheimbase1-heimdal=7.7.0+dfsg-1ubuntu1.4
libheimntlm0-heimdal=7.7.0+dfsg-1ubuntu1.4
libhogweed5=3.5.1+really3.5.1-2ubuntu0.2
libhx509-5-heimdal=7.7.0+dfsg-1ubuntu1.4
libice-dev=2:1.0.10-0ubuntu1
libice6=2:1.0.10-0ubuntu1
libicu-dev=66.1-2ubuntu2.1
libicu66=66.1-2ubuntu2.1
libidn11=1.33-2.2ubuntu2
libidn2-0=2.2.0-2
libijs-0.35=0.35-15
libilmbase24=2.3.0-6build1
libimagequant0=2.12.2-1.1
libip4tc2=1.8.4-3ubuntu2.1
libisl22=0.22.1-1
libitm1=10.5.0-1ubuntu1~20.04
libjbig0=2.1-3.1ubuntu0.20.04.1
libjbig2dec0=0.18-1ubuntu1
libjemalloc-dev=5.2.1-1ubuntu1
libjemalloc2=5.2.1-1ubuntu1
libjpeg-turbo8=2.0.3-0ubuntu1.20.04.3
libjpeg8=8c-2ubuntu8
libjson-c4=0.13.1+dfsg-7ubuntu0.3
libjsoncpp1=1.7.4-3.1ubuntu2
libk5crypto3=1.17-6ubuntu4.4
libkeyutils1=1.6-6ubuntu1.1
libkmod2=27-1ubuntu2.1
libkrb5-26-heimdal=7.7.0+dfsg-1ubuntu1.4
libkrb5-3=1.17-6ubuntu4.4
libkrb5support0=1.17-6ubuntu4.4
libksba8=1.3.5-2ubuntu0.20.04.2
liblcms2-2=2.9-4
libldap-2.4-2=2.4.49+dfsg-2ubuntu1.9
libldap-common=2.4.49+dfsg-2ubuntu1.9
libllvm12=1:12.0.0-3ubuntu1~20.04.5
liblqr-1-0=0.4.2-2.1
liblsan0=10.5.0-1ubuntu1~20.04
libltdl-dev=2.4.6-14
libltdl7=2.4.6-14
liblz4-1=1.9.2-2ubuntu0.20.04.1
liblzma5=5.2.4-1ubuntu1.1
liblzo2-2=2.10-2
libmagic-mgc=1:5.38-4
libmagic1=1:5.38-4
libmagickcore-6.q16-6=8:6.9.10.23+dfsg-2.1ubuntu11.9
libmagickcore-6.q16-6-extra=8:6.9.10.23+dfsg-2.1ubuntu11.9
libmagickwand-6.q16-6=8:6.9.10.23+dfsg-2.1ubuntu11.9
libmail-sendmail-perl=0.80-1
libmount-dev=2.34-0.1ubuntu9.4
libmount1=2.34-0.1ubuntu9.4
libmpc3=1.1.0-1
libmpdec2=2.4.2-3
libmpfr6=4.0.2-1
libnccl-dev=2.16.2-1+cuda11.8
libnccl2=2.16.2-1+cuda11.8
libncurses6=6.2-0ubuntu2.1
libncursesw5=6.2-0ubuntu2.1
libncursesw6=6.2-0ubuntu2.1
libnetpbm10=2:10.0-15.3build1
libnettle7=3.5.1+really3.5.1-2ubuntu0.2
libnfsidmap2=0.25-5.1ubuntu1
libnghttp2-14=1.40.0-1ubuntu0.2
libnpp-11-8=11.8.0.86-1
libnpp-dev-11-8=11.8.0.86-1
libnpth0=1.6-1
libnss-systemd=245.4-4ubuntu3.22
libnvjpeg-11-8=11.9.0.86-1
libnvjpeg-dev-11-8=11.9.0.86-1
libogg0=1.3.4-0ubuntu1
libopenexr24=2.3.0-6ubuntu0.5
libopengl-dev=1.3.2-1~ubuntu0.20.04.2
libopengl0=1.3.2-1~ubuntu0.20.04.2
libopenjp2-7=2.3.1-1ubuntu4.20.04.1
libosmesa6=21.2.6-0ubuntu0.1~20.04.2
libosmesa6-dev=21.2.6-0ubuntu0.1~20.04.2
libp11-kit0=0.23.20-1ubuntu0.1
libpam-modules=1.3.1-5ubuntu4.6
libpam-modules-bin=1.3.1-5ubuntu4.6
libpam-runtime=1.3.1-5ubuntu4.6
libpam-systemd=245.4-4ubuntu3.22
libpam0g=1.3.1-5ubuntu4.6
libpango-1.0-0=1.44.7-2ubuntu4
libpango1.0-dev=1.44.7-2ubuntu4
libpangocairo-1.0-0=1.44.7-2ubuntu4
libpangoft2-1.0-0=1.44.7-2ubuntu4
libpangoxft-1.0-0=1.44.7-2ubuntu4
libpaper-utils=1.1.28
libpaper1=1.1.28
libpciaccess0=0.16-0ubuntu1
libpcre16-3=2:8.39-12ubuntu0.1
libpcre2-16-0=10.34-7ubuntu0.1
libpcre2-32-0=10.34-7ubuntu0.1
libpcre2-8-0=10.34-7ubuntu0.1
libpcre2-dev=10.34-7ubuntu0.1
libpcre2-posix2=10.34-7ubuntu0.1
libpcre3=2:8.39-12ubuntu0.1
libpcre3-dev=2:8.39-12ubuntu0.1
libpcre32-3=2:8.39-12ubuntu0.1
libpcrecpp0v5=2:8.39-12ubuntu0.1
libperl5.30=5.30.0-9ubuntu0.5
libpipeline1=1.5.2-2build1
libpixman-1-0=0.38.4-0ubuntu2.1
libpixman-1-dev=0.38.4-0ubuntu2.1
libpng-dev=1.6.37-2
libpng-tools=1.6.37-2
libpng16-16=1.6.37-2
libpopt0=1.16-14
libprocps8=2:3.3.16-1ubuntu2.4
libpsl5=0.21.0-1ubuntu1
libpthread-stubs0-dev=0.4-1
libpython3-stdlib=3.8.2-0ubuntu2
libpython3.8=3.8.10-0ubuntu1~20.04.9
libpython3.8-minimal=3.8.10-0ubuntu1~20.04.9
libpython3.8-stdlib=3.8.10-0ubuntu1~20.04.9
libquadmath0=10.5.0-1ubuntu1~20.04
libreadline8=8.0-4
librhash0=1.3.9-1
libroken18-heimdal=7.7.0+dfsg-1ubuntu1.4
librsvg2-2=2.48.9-1ubuntu0.20.04.4
librsvg2-common=2.48.9-1ubuntu0.20.04.4
librtmp1=2.4+20151223.gitfa8646d.1-2build1
libsasl2-2=2.1.27+dfsg-2ubuntu0.1
libsasl2-modules-db=2.1.27+dfsg-2ubuntu0.1
libseccomp2=2.5.1-1ubuntu1~20.04.2
libselinux1=3.0-1build2
libselinux1-dev=3.0-1build2
libsemanage-common=3.0-1build2
libsemanage1=3.0-1build2
libsensors-config=1:3.6.0-2ubuntu1.1
libsensors5=1:3.6.0-2ubuntu1.1
libsepol1=3.0-1ubuntu0.1
libsepol1-dev=3.0-1ubuntu0.1
libsigsegv2=2.12-2
libsm-dev=2:1.2.3-1
libsm6=2:1.2.3-1
libsmartcols1=2.34-0.1ubuntu9.4
libsqlite3-0=3.31.1-4ubuntu0.5
libss2=1.45.5-2ubuntu1.1
libssh-4=0.9.3-2ubuntu2.3
libssl1.1=1.1.1f-1ubuntu2.20
libstdc++-9-dev=9.4.0-1ubuntu1~20.04.2
libstdc++6=10.5.0-1ubuntu1~20.04
libsub-override-perl=0.09-2
libsys-hostname-long-perl=1.5-1
libsystemd0=245.4-4ubuntu3.22
libtasn1-6=4.16.0-2
libtdb1=1.4.5-0ubuntu0.20.04.1
libthai-data=0.1.28-3
libthai-dev=0.1.28-3
libthai0=0.1.28-3
libtiff5=4.1.0+git191117-2ubuntu0.20.04.11
libtinfo5=6.2-0ubuntu2.1
libtinfo6=6.2-0ubuntu2.1
libtirpc-common=1.2.5-1ubuntu0.1
libtirpc3=1.2.5-1ubuntu0.1
libtool=2.4.6-14
libtsan0=10.5.0-1ubuntu1~20.04
libubsan1=10.5.0-1ubuntu1~20.04
libuchardet0=0.0.6-3build1
libudev1=245.4-4ubuntu3.22
libunistring2=0.9.10-2
libutempter0=1.1.6-4
libuuid1=2.34-0.1ubuntu9.4
libuv1=1.34.2-1ubuntu1.3
libvorbis0a=1.3.6-2ubuntu1
libvorbisfile3=1.3.6-2ubuntu1
libvulkan1=1.2.131.2-1
libwayland-client0=1.18.0-1ubuntu0.1
libwayland-server0=1.18.0-1ubuntu0.1
libwebp6=0.6.1-2ubuntu0.20.04.3
libwebpdemux2=0.6.1-2ubuntu0.20.04.3
libwebpmux3=0.6.1-2ubuntu0.20.04.3
libwind0-heimdal=7.7.0+dfsg-1ubuntu1.4
libwmf0.2-7=0.2.8.4-17ubuntu1
libwrap0=7.6.q-30
libx11-6=2:1.6.9-2ubuntu1.6
libx11-data=2:1.6.9-2ubuntu1.6
libx11-dev=2:1.6.9-2ubuntu1.6
libx11-xcb1=2:1.6.9-2ubuntu1.6
libxau-dev=1:1.0.9-0ubuntu1
libxau6=1:1.0.9-0ubuntu1
libxaw7=2:1.0.13-1
libxcb-dri2-0=1.14-2
libxcb-dri3-0=1.14-2
libxcb-glx0=1.14-2
libxcb-present0=1.14-2
libxcb-randr0=1.14-2
libxcb-render0=1.14-2
libxcb-render0-dev=1.14-2
libxcb-shm0=1.14-2
libxcb-shm0-dev=1.14-2
libxcb-sync1=1.14-2
libxcb-xfixes0=1.14-2
libxcb1=1.14-2
libxcb1-dev=1.14-2
libxcomposite-dev=1:0.4.5-1
libxcomposite1=1:0.4.5-1
libxcursor-dev=1:1.2.0-2
libxcursor1=1:1.2.0-2
libxdamage-dev=1:1.1.5-2
libxdamage1=1:1.1.5-2
libxdmcp-dev=1:1.1.3-0ubuntu1
libxdmcp6=1:1.1.3-0ubuntu1
libxext-dev=2:1.3.4-0ubuntu1
libxext6=2:1.3.4-0ubuntu1
libxfixes-dev=1:5.0.3-2
libxfixes3=1:5.0.3-2
libxft-dev=2.3.3-0ubuntu1
libxft2=2.3.3-0ubuntu1
libxi-dev=2:1.7.10-0ubuntu1
libxi6=2:1.7.10-0ubuntu1
libxinerama-dev=2:1.1.4-2
libxinerama1=2:1.1.4-2
libxml2=2.9.10+dfsg-5ubuntu0.20.04.6
libxml2-utils=2.9.10+dfsg-5ubuntu0.20.04.6
libxmu6=2:1.1.3-0ubuntu1
libxmuu1=2:1.1.3-0ubuntu1
libxpm4=1:3.5.12-1ubuntu0.20.04.2
libxrandr-dev=2:1.5.2-0ubuntu1
libxrandr2=2:1.5.2-0ubuntu1
libxrender-dev=1:0.9.10-1
libxrender1=1:0.9.10-1
libxshmfence1=1.3-1
libxt6=1:1.1.5-1
libxxf86vm1=1:1.1.4-1build1
libyaml-0-2=0.2.2-1
libzstd1=1.4.4+dfsg-3ubuntu0.1
linux-libc-dev=5.4.0-167.184
login=1:4.8.1-1ubuntu5.20.04.4
logsave=1.45.5-2ubuntu1.1
lsb-base=11.1.0ubuntu2
lsb-release=11.1.0ubuntu2
m4=1.4.18-4
make=4.2.1-1.2
man-db=2.9.1-1
mawk=1.3.4.20200120-2
mesa-vulkan-drivers=21.2.6-0ubuntu0.1~20.04.2
mime-support=3.64ubuntu1
mount=2.34-0.1ubuntu9.4
ncurses-base=6.2-0ubuntu2.1
ncurses-bin=6.2-0ubuntu2.1
ncurses-term=6.2-0ubuntu2.1
netbase=6.1
netpbm=2:10.0-15.3build1
networkd-dispatcher=2.1-2~ubuntu20.04.3
nfs-common=1:1.3.4-2.5ubuntu3.5
nsight-compute-2022.3.0=2022.3.0.22-1
openssh-client=1:8.2p1-4ubuntu0.9
openssh-server=1:8.2p1-4ubuntu0.9
openssh-sftp-server=1:8.2p1-4ubuntu0.9
openssl=1.1.1f-1ubuntu2.20
pango1.0-tools=1.44.7-2ubuntu4
passwd=1:4.8.1-1ubuntu5.20.04.4
patch=2.7.6-6
patchelf=0.10-2build1
perl=5.30.0-9ubuntu0.5
perl-base=5.30.0-9ubuntu0.5
perl-modules-5.30=5.30.0-9ubuntu0.5
pinentry-curses=1.1.0-3build1
pkg-config=0.29.1-0ubuntu4
po-debconf=1.0.21
poppler-data=0.4.9-2
procps=2:3.3.16-1ubuntu2.4
psutils=1.17.dfsg-4
publicsuffix=20200303.0012-1
python3=3.8.2-0ubuntu2
python3-botocore=1.16.19+repack-1ubuntu0.20.04.1
python3-certifi=2019.11.28-1
python3-chardet=3.0.4-4build1
python3-colorama=0.4.3-1build1
python3-dateutil=2.7.3-3ubuntu1
python3-dbus=1.2.16-1build1
python3-distro=1.4.0-1
python3-distutils=3.8.10-0ubuntu1~20.04
python3-docutils=0.16+dfsg-2
python3-gi=3.36.0-1
python3-idna=2.8-1
python3-jmespath=0.9.4-2ubuntu1
python3-lib2to3=3.8.10-0ubuntu1~20.04
python3-minimal=3.8.2-0ubuntu2
python3-olefile=0.46-2
python3-pil=7.0.0-4ubuntu0.7
python3-pkg-resources=45.2.0-1ubuntu0.1
python3-pyasn1=0.4.2-3build1
python3-pygments=2.3.1+dfsg-1ubuntu2.2
python3-requests=2.22.0-2ubuntu1.1
python3-roman=2.0.0-3build1
python3-rsa=4.0-3
python3-s3transfer=0.3.3-1
python3-six=1.14.0-2
python3-urllib3=1.25.8-2ubuntu0.3
python3-yaml=5.3.1-1ubuntu0.1
python3.8=3.8.10-0ubuntu1~20.04.9
python3.8-minimal=3.8.10-0ubuntu1~20.04.9
readline-common=8.0-4
rpcbind=1.2.5-8
rsync=3.1.3-8ubuntu0.7
screen=4.8.0-1ubuntu0.1
sed=4.7-1
sensible-utils=0.0.12+nmu1
sgml-base=1.29.1
shared-mime-info=1.15-1
sound-theme-freedesktop=0.8-2ubuntu1
ssh=1:8.2p1-4ubuntu0.9
ssh-import-id=5.10-0ubuntu1
sudo=1.8.31-1ubuntu1.5
supervisor=4.1.0-1ubuntu1
systemd=245.4-4ubuntu3.22
systemd-sysv=245.4-4ubuntu3.22
systemd-timesyncd=245.4-4ubuntu3.22
sysvinit-utils=2.96-2.1ubuntu1
tar=1.30+dfsg-7ubuntu0.20.04.3
tmux=3.0a-2ubuntu0.4
tzdata=2023c-0ubuntu0.20.04.2
ubuntu-keyring=2020.02.11.4
ubuntu-mono=19.04-0ubuntu3
ucf=3.0038+nmu1
unrar=1:5.6.6-2build1
unzip=6.0-25ubuntu1.1
util-linux=2.34-0.1ubuntu9.4
uuid-dev=2.34-0.1ubuntu9.4
vim=2:8.1.2269-1ubuntu5.20
vim-common=2:8.1.2269-1ubuntu5.20
vim-runtime=2:8.1.2269-1ubuntu5.20
wget=1.20.3-1ubuntu2
x11-common=1:7.7+19ubuntu14
x11proto-core-dev=2019.2-1ubuntu1
x11proto-dev=2019.2-1ubuntu1
x11proto-input-dev=2019.2-1ubuntu1
x11proto-randr-dev=2019.2-1ubuntu1
x11proto-xext-dev=2019.2-1ubuntu1
x11proto-xinerama-dev=2019.2-1ubuntu1
xauth=1:1.1-0ubuntu1
xdg-user-dirs=0.17-2ubuntu1
xml-core=0.18+nmu1
xorg-sgml-doctools=1:1.11-1
xtrans-dev=1.4.0-1
xxd=2:8.1.2269-1ubuntu5.20
xz-utils=5.2.4-1ubuntu1.1
zip=3.0-11build1
zlib1g=1:1.2.11.dfsg-2ubuntu1.5
zlib1g-dev=1:1.2.11.dfsg-2ubuntu1.5
zsh=5.8-3ubuntu1.1
zsh-common=5.8-3ubuntu1.1

Ray 2.8.1, CUDA version 12.1 optimized

The base image anyscale/ray:2.8.1-py39-cu121 contains the following packages:

Pip Packages

adal==1.2.7
aiofiles==22.1.0
aiohttp==3.8.6
aiohttp-cors==0.7.0
aiorwlock==1.3.0
aiosignal==1.3.1
aiosqlite==0.19.0
anyio==3.7.1
anyscale==0.5.163
applicationinsights==0.11.10
argcomplete==1.12.3
argon2-cffi==23.1.0
argon2-cffi-bindings==21.2.0
arrow==1.3.0
asttokens==2.4.1
async-timeout==4.0.3
attrs==23.1.0
awscli==1.27.105
awscliv2==2.2.0
azure-cli-core==2.40.0
azure-cli-telemetry==1.0.8
azure-common==1.1.28
azure-core==1.29.5
azure-identity==1.10.0
azure-mgmt-compute==23.1.0
azure-mgmt-core==1.4.0
azure-mgmt-network==19.0.0
azure-mgmt-resource==20.0.0
Babel==2.13.1
backoff==1.10.0
bcrypt==4.1.1
beautifulsoup4==4.12.2
bleach==6.1.0
blessed==1.20.0
boltons==23.0.0
boto3==1.26.76
botocore==1.29.105
Brotli==1.0.9
cachetools==5.3.1
certifi==2023.7.22
cffi==1.16.0
charset-normalizer==3.3.0
click==8.1.7
cloudpickle==2.2.0
colorama==0.4.4
coloredlogs==15.0.1
colorful==0.5.5
comm==0.2.0
commonmark==0.9.1
conda==23.9.0
conda-content-trust==0.1.3
conda-package-handling==2.2.0
conda_package_streaming==0.9.0
cryptography==38.0.1
Cython==0.29.32
debugpy==1.8.0
decorator==5.1.1
defusedxml==0.7.1
distlib==0.3.7
dm-tree==0.1.8
docutils==0.16
entrypoints==0.4
exceptiongroup==1.1.3
executing==2.0.1
executor==23.2
Farama-Notifications==0.0.4
fastapi==0.99.1
fasteners==0.19
fastjsonschema==2.19.0
filelock==3.12.4
flatbuffers==23.5.26
flit_core==3.6.0
fqdn==1.5.1
frozenlist==1.4.0
fsspec==2023.5.0
gitdb==4.0.11
GitPython==3.1.40
google-api-core==2.12.0
google-api-python-client==1.7.8
google-auth==2.23.4
google-auth-httplib2==0.1.1
google-cloud-common==1.3.0
google-cloud-compute==1.15.0
google-cloud-core==2.4.1
google-cloud-filestore==1.8.0
google-cloud-redis==2.14.0
google-cloud-resource-manager==1.11.0
google-cloud-secret-manager==2.17.0
google-cloud-storage==2.13.0
google-crc32c==1.5.0
google-oauth==1.0.1
google-resumable-media==2.6.0
googleapis-common-protos==1.61.0
gpustat==1.1.1
grpc-google-iam-v1==0.13.0
grpcio==1.60.0
grpcio-status==1.48.2
grpcio-tools==1.60.0
gymnasium==0.28.1
h11==0.12.0
halo==0.0.31
httplib2==0.22.0
httptools==0.6.1
humanfriendly==10.0
humanize==4.9.0
idna==3.4
imageio==2.31.1
importlib-metadata==4.10.0
importlib-resources==6.1.1
ipykernel==6.27.1
ipython==8.18.1
ipython-genutils==0.2.0
ipywidgets==8.0.6
isodate==0.6.1
isoduration==20.11.0
jax-jumpy==1.0.0
jedi==0.19.1
Jinja2==3.1.2
jmespath==1.0.1
json5==0.9.14
jsonpatch==1.32
jsonpointer==2.1
jsonschema==4.20.0
jsonschema-specifications==2023.11.2
jupyter_client==7.4.9
jupyter_core==5.5.0
jupyter-events==0.9.0
jupyter_server==2.12.1
jupyter_server_fileid==0.9.0
jupyter_server_terminals==0.4.4
jupyter_server_ydoc==0.6.1
jupyter-ydoc==0.2.5
jupyterlab==3.6.1
jupyterlab_pygments==0.3.0
jupyterlab_server==2.25.2
jupyterlab-widgets==3.0.9
knack==0.10.1
log-symbols==0.0.14
lz4==4.3.2
MarkupSafe==2.1.3
matplotlib-inline==0.1.6
mistune==3.0.2
msal==1.18.0b1
msal-extensions==1.0.0
msgpack==1.0.7
msrest==0.7.1
msrestazure==0.6.4
multidict==6.0.4
nbclassic==1.0.0
nbclient==0.9.0
nbconvert==7.12.0
nbformat==5.9.2
nest-asyncio==1.5.8
networkx==2.6.3
notebook==6.5.6
notebook_shim==0.2.3
numpy==1.26.2
nvidia-ml-py==12.535.108
oauth2client==4.1.3
oauthlib==3.2.2
opencensus==0.11.3
opencensus-context==0.1.3
opentelemetry-api==1.1.0
opentelemetry-exporter-otlp==1.1.0
opentelemetry-exporter-otlp-proto-grpc==1.1.0
opentelemetry-proto==1.1.0
opentelemetry-sdk==1.1.0
opentelemetry-semantic-conventions==0.20b0
overrides==7.4.0
packaging==21.3
pandas==1.5.3
pandocfilters==1.5.0
paramiko==2.12.0
parso==0.8.3
pathspec==0.11.2
pexpect==4.9.0
Pillow==9.2.0
pip==23.1.2
pkginfo==1.9.6
platformdirs==3.11.0
pluggy==1.0.0
portalocker==2.8.2
prometheus-client==0.17.1
prompt-toolkit==3.0.41
property-manager==3.0
proto-plus==1.23.0
protobuf==3.20.3
psutil==5.9.6
ptyprocess==0.7.0
pure-eval==0.2.2
py-spy==0.3.14
pyarrow==12.0.1
pyasn1==0.5.0
pyasn1-modules==0.3.0
pycosat==0.6.6
pycparser==2.21
pydantic==1.10.12
Pygments==2.13.0
PyJWT==2.8.0
PyNaCl==1.5.0
pyOpenSSL==23.0.0
pyparsing==3.1.1
pyrsistent==0.19.3
PySocks==1.7.1
python-dateutil==2.8.2
python-dotenv==1.0.0
python-json-logger==2.0.7
pytz==2022.7.1
PyWavelets==1.4.1
PyYAML==5.3.1
pyzmq==24.0.1
ray==2.8.1
redis==3.5.3
referencing==0.32.0
requests==2.31.0
requests-oauthlib==1.3.1
rfc3339-validator==0.1.4
rfc3986-validator==0.1.1
rich==12.6.0
rpds-py==0.13.2
rsa==4.7.2
ruamel.yaml==0.17.21
ruamel.yaml.clib==0.2.6
s3transfer==0.6.2
scikit-image==0.19.3
scipy==1.10.1
Send2Trash==1.8.2
setuptools==68.0.0
six==1.16.0
smart-open==6.2.0
smmap==5.0.1
sniffio==1.3.0
soundfile==0.12.1
soupsieve==2.5
spinners==0.0.24
stack-data==0.6.3
starlette==0.27.0
tabulate==0.9.0
tensorboardX==2.6
termcolor==2.4.0
terminado==0.10.1
tifffile==2023.7.10
tinycss2==1.2.1
tomli==2.0.1
tornado==6.4
tqdm==4.65.0
traitlets==5.14.0
typer==0.9.0
types-python-dateutil==2.8.19.14
typing_extensions==4.5.0
tzlocal==5.2
uri-template==1.3.0
uritemplate==3.0.1
urllib3==1.26.18
uvicorn==0.22.0
uvloop==0.18.0
verboselogs==1.7
virtualenv==20.21.0
watchfiles==0.19.0
wcwidth==0.2.9
webcolors==1.13
webencodings==0.5.1
websocket-client==1.7.0
websockets==11.0.3
wheel==0.37.1
widgetsnbextension==4.0.9
wrapt==1.16.0
y-py==0.6.2
yarl==1.9.2
ypy-websocket==0.8.4
zipp==3.17.0
zstandard==0.19.0

Conda Packages

_libgcc_mutex=0.1=main
_openmp_mutex=5.1=1_gnu
boltons=23.0.0=py39h06a4308_0
brotli-python=1.0.9=py39h6a678d5_7
ca-certificates=2023.08.22=h06a4308_0
conda=23.9.0=py39h06a4308_0
conda-content-trust=0.1.3=py39h06a4308_0
conda-package-handling=2.2.0=py39h06a4308_0
conda-package-streaming=0.9.0=py39h06a4308_0
flit-core=3.6.0=pyhd3eb1b0_0
idna=3.4=py39h06a4308_0
importlib_metadata=4.11.3=hd3eb1b0_0
jsonpatch=1.32=pyhd3eb1b0_0
jsonpointer=2.1=pyhd3eb1b0_0
ld_impl_linux-64=2.38=h1181459_1
libffi=3.3=he6710b0_2
libgcc-ng=11.2.0=h1234567_1
libgomp=11.2.0=h1234567_1
libstdcxx-ng=11.2.0=h1234567_1
ncurses=6.4=h6a678d5_0
openssl=1.1.1w=h7f8727e_0
pluggy=1.0.0=py39h06a4308_1
pycosat=0.6.6=py39h5eee18b_0
pycparser=2.21=pyhd3eb1b0_0
pysocks=1.7.1=py39h06a4308_0
python=3.9.15=haa1d7c7_0
readline=8.2=h5eee18b_0
requests=2.31.0=py39h06a4308_0
ruamel.yaml=0.17.21=py39h5eee18b_0
ruamel.yaml.clib=0.2.6=py39h5eee18b_1
setuptools=68.0.0=py39h06a4308_0
six=1.16.0=pyhd3eb1b0_1
sqlite=3.40.1=h5082296_0
tk=8.6.12=h1ccaba5_0
tqdm=4.65.0=py39hb070fc8_0
tzdata=2023c=h04d1e81_0
urllib3=1.26.18=py39h06a4308_0
wheel=0.37.1=pyhd3eb1b0_0
xz=5.2.10=h5eee18b_1
zlib=1.2.13=h5eee18b_0
zstandard=0.19.0=py39h5eee18b_0

Debian Packages

adduser=3.118ubuntu2
alsa-topology-conf=1.2.2-1
alsa-ucm-conf=1.2.2-1ubuntu0.13
apt=2.0.10
awscli=1.18.69-1ubuntu0.20.04.1
base-files=11ubuntu5.7
base-passwd=3.5.47
bash=5.0-6ubuntu1.2
binutils=2.34-6ubuntu1.6
binutils-common=2.34-6ubuntu1.6
binutils-x86-64-linux-gnu=2.34-6ubuntu1.6
bsdutils=1:2.34-0.1ubuntu9.4
build-essential=12.8ubuntu1.1
bzip2=1.0.8-2
ca-certificates=20230311ubuntu0.20.04.1
cmake-data=3.16.3-1ubuntu1.20.04.1
coreutils=8.30-3ubuntu2
cpp=4:9.3.0-1ubuntu2
cpp-9=9.4.0-1ubuntu1~20.04.2
cuda-cccl-12-1=12.1.109-1
cuda-command-line-tools-12-1=12.1.1-1
cuda-compat-12-1=530.30.02-1
cuda-compiler-12-1=12.1.1-1
cuda-cudart-12-1=12.1.105-1
cuda-cudart-dev-12-1=12.1.105-1
cuda-cuobjdump-12-1=12.1.111-1
cuda-cupti-12-1=12.1.105-1
cuda-cupti-dev-12-1=12.1.105-1
cuda-cuxxfilt-12-1=12.1.105-1
cuda-driver-dev-12-1=12.1.105-1
cuda-gdb-12-1=12.1.105-1
cuda-libraries-12-1=12.1.1-1
cuda-libraries-dev-12-1=12.1.1-1
cuda-minimal-build-12-1=12.1.1-1
cuda-nsight-compute-12-1=12.1.1-1
cuda-nvcc-12-1=12.1.105-1
cuda-nvdisasm-12-1=12.1.105-1
cuda-nvml-dev-12-1=12.1.105-1
cuda-nvprof-12-1=12.1.105-1
cuda-nvprune-12-1=12.1.105-1
cuda-nvrtc-12-1=12.1.105-1
cuda-nvrtc-dev-12-1=12.1.105-1
cuda-nvtx-12-1=12.1.105-1
cuda-opencl-12-1=12.1.105-1
cuda-opencl-dev-12-1=12.1.105-1
cuda-profiler-api-12-1=12.1.105-1
cuda-sanitizer-12-1=12.1.105-1
cuda-toolkit-12-1-config-common=12.1.105-1
cuda-toolkit-12-config-common=12.3.101-1
cuda-toolkit-config-common=12.3.101-1
dash=0.5.10.2-6
dbus=1.12.16-2ubuntu2.3
debconf=1.5.73
debianutils=4.9.1
diffutils=1:3.7-3
dirmngr=2.2.19-3ubuntu2.2
distro-info-data=0.43ubuntu1.14
dmsetup=2:1.02.167-1ubuntu1
docutils-common=0.16+dfsg-2
dpkg=1.19.7ubuntu3.2
dpkg-dev=1.19.7ubuntu3.2
e2fsprogs=1.45.5-2ubuntu1.1
fdisk=2.34-0.1ubuntu9.4
file=1:5.38-4
findutils=4.7.0-1ubuntu1
fontconfig=2.13.1-2ubuntu3
fontconfig-config=2.13.1-2ubuntu3
fonts-dejavu-core=2.37-1
fonts-droid-fallback=1:6.0.1r16-1.1
fonts-noto-mono=20200323-1build1~ubuntu20.04.1
fonts-urw-base35=20170801.1-3
g++=4:9.3.0-1ubuntu2
g++-9=9.4.0-1ubuntu1~20.04.2
gcc=4:9.3.0-1ubuntu2
gcc-10-base=10.5.0-1ubuntu1~20.04
gcc-9=9.4.0-1ubuntu1~20.04.2
gcc-9-base=9.4.0-1ubuntu1~20.04.2
ghostscript=9.50~dfsg-5ubuntu4.11
gir1.2-glib-2.0=1.64.1-1~ubuntu20.04.1
git=1:2.25.1-1ubuntu3.11
git-man=1:2.25.1-1ubuntu3.11
gnupg=2.2.19-3ubuntu2.2
gnupg-l10n=2.2.19-3ubuntu2.2
gnupg-utils=2.2.19-3ubuntu2.2
gnupg2=2.2.19-3ubuntu2.2
google-cloud-sdk=456.0.0-0
gpg=2.2.19-3ubuntu2.2
gpg-agent=2.2.19-3ubuntu2.2
gpg-wks-client=2.2.19-3ubuntu2.2
gpg-wks-server=2.2.19-3ubuntu2.2
gpgconf=2.2.19-3ubuntu2.2
gpgsm=2.2.19-3ubuntu2.2
gpgv=2.2.19-3ubuntu2.2
grep=3.4-1
groff=1.22.4-4build1
groff-base=1.22.4-4build1
gsfonts=1:8.11+urwcyr1.0.7~pre44-4.4
gzip=1.10-0ubuntu4.1
hicolor-icon-theme=0.17-2
hostname=3.23
imagemagick=8:6.9.10.23+dfsg-2.1ubuntu11.9
imagemagick-6-common=8:6.9.10.23+dfsg-2.1ubuntu11.9
imagemagick-6.q16=8:6.9.10.23+dfsg-2.1ubuntu11.9
init-system-helpers=1.57
keyutils=1.6-6ubuntu1.1
krb5-locales=1.17-6ubuntu4.4
less=551-1ubuntu0.1
libacl1=2.2.53-6
libapparmor1=2.13.3-7ubuntu5.3
libapt-pkg6.0=2.0.10
libargon2-1=0~20171227-0.2
libasan5=9.4.0-1ubuntu1~20.04.2
libasn1-8-heimdal=7.7.0+dfsg-1ubuntu1.4
libasound2=1.2.2-2.1ubuntu2.5
libasound2-data=1.2.2-2.1ubuntu2.5
libassuan0=2.5.3-7ubuntu2
libatomic1=10.5.0-1ubuntu1~20.04
libattr1=1:2.4.48-5
libaudit-common=1:2.8.5-2ubuntu6
libaudit1=1:2.8.5-2ubuntu6
libavahi-client3=0.7-4ubuntu7.3
libavahi-common-data=0.7-4ubuntu7.3
libavahi-common3=0.7-4ubuntu7.3
libbinutils=2.34-6ubuntu1.6
libblkid1=2.34-0.1ubuntu9.4
libbrotli1=1.0.7-6ubuntu0.1
libbsd0=0.10.0-1
libbz2-1.0=1.0.8-2
libc-bin=2.31-0ubuntu9.12
libc-dev-bin=2.31-0ubuntu9.12
libc6=2.31-0ubuntu9.12
libc6-dev=2.31-0ubuntu9.12
libcairo2=1.16.0-4ubuntu1
libcanberra0=0.30-7ubuntu1
libcap-ng0=0.7.9-2.1build1
libcap2=1:2.32-1ubuntu0.1
libcbor0.6=0.6.0-0ubuntu1
libcc1-0=10.5.0-1ubuntu1~20.04
libcom-err2=1.45.5-2ubuntu1.1
libcrypt-dev=1:4.4.10-10ubuntu4
libcrypt1=1:4.4.10-10ubuntu4
libcryptsetup12=2:2.2.2-3ubuntu2.4
libctf-nobfd0=2.34-6ubuntu1.6
libctf0=2.34-6ubuntu1.6
libcublas-12-1=12.1.3.1-1
libcublas-dev-12-1=12.1.3.1-1
libcudnn8=8.9.0.131-1+cuda12.1
libcudnn8-dev=8.9.0.131-1+cuda12.1
libcufft-12-1=11.0.2.54-1
libcufft-dev-12-1=11.0.2.54-1
libcufile-12-1=1.6.1.9-1
libcufile-dev-12-1=1.6.1.9-1
libcups2=2.3.1-9ubuntu1.6
libcurand-12-1=10.3.2.106-1
libcurand-dev-12-1=10.3.2.106-1
libcurl3-gnutls=7.68.0-1ubuntu2.20
libcusolver-12-1=11.4.5.107-1
libcusolver-dev-12-1=11.4.5.107-1
libcusparse-12-1=12.1.0.106-1
libcusparse-dev-12-1=12.1.0.106-1
libdatrie1=0.2.12-3
libdb5.3=5.3.28+dfsg1-0.6ubuntu2
libdbus-1-3=1.12.16-2ubuntu2.3
libdebconfclient0=0.251ubuntu1
libdevmapper1.02.1=2:1.02.167-1ubuntu1
libdjvulibre-text=3.5.27.1-14ubuntu0.1
libdjvulibre21=3.5.27.1-14ubuntu0.1
libdpkg-perl=1.19.7ubuntu3.2
libedit2=3.1-20191231-1
liberror-perl=0.17029-1
libevent-2.1-7=2.1.11-stable-1
libexpat1=2.2.9-1ubuntu0.6
libext2fs2=1.45.5-2ubuntu1.1
libfdisk1=2.34-0.1ubuntu9.4
libffi7=3.3-4
libfftw3-double3=3.3.8-2ubuntu1
libfido2-1=1.3.1-1ubuntu2
libfontconfig1=2.13.1-2ubuntu3
libfreetype6=2.10.1-2ubuntu0.3
libfribidi0=1.0.8-2ubuntu0.1
libgcc-9-dev=9.4.0-1ubuntu1~20.04.2
libgcc-s1=10.5.0-1ubuntu1~20.04
libgcrypt20=1.8.5-5ubuntu1.1
libgdbm-compat4=1.18.1-5
libgdbm6=1.18.1-5
libgirepository-1.0-1=1.64.1-1~ubuntu20.04.1
libglib2.0-0=2.64.6-1~ubuntu20.04.6
libglib2.0-data=2.64.6-1~ubuntu20.04.6
libgmp10=2:6.2.0+dfsg-4ubuntu0.1
libgnutls30=3.6.13-2ubuntu1.9
libgomp1=10.5.0-1ubuntu1~20.04
libgpg-error0=1.37-1
libgpm2=1.20.7-5
libgraphite2-3=1.3.13-11build1
libgs9=9.50~dfsg-5ubuntu4.11
libgs9-common=9.50~dfsg-5ubuntu4.11
libgssapi-krb5-2=1.17-6ubuntu4.4
libgssapi3-heimdal=7.7.0+dfsg-1ubuntu1.4
libharfbuzz0b=2.6.4-1ubuntu4.2
libhcrypto4-heimdal=7.7.0+dfsg-1ubuntu1.4
libheimbase1-heimdal=7.7.0+dfsg-1ubuntu1.4
libheimntlm0-heimdal=7.7.0+dfsg-1ubuntu1.4
libhogweed5=3.5.1+really3.5.1-2ubuntu0.2
libhx509-5-heimdal=7.7.0+dfsg-1ubuntu1.4
libice6=2:1.0.10-0ubuntu1
libicu66=66.1-2ubuntu2.1
libidn11=1.33-2.2ubuntu2
libidn2-0=2.2.0-2
libijs-0.35=0.35-15
libilmbase24=2.3.0-6build1
libimagequant0=2.12.2-1.1
libip4tc2=1.8.4-3ubuntu2.1
libisl22=0.22.1-1
libitm1=10.5.0-1ubuntu1~20.04
libjbig0=2.1-3.1ubuntu0.20.04.1
libjbig2dec0=0.18-1ubuntu1
libjemalloc-dev=5.2.1-1ubuntu1
libjemalloc2=5.2.1-1ubuntu1
libjpeg-turbo8=2.0.3-0ubuntu1.20.04.3
libjpeg8=8c-2ubuntu8
libjson-c4=0.13.1+dfsg-7ubuntu0.3
libk5crypto3=1.17-6ubuntu4.4
libkeyutils1=1.6-6ubuntu1.1
libkmod2=27-1ubuntu2.1
libkrb5-26-heimdal=7.7.0+dfsg-1ubuntu1.4
libkrb5-3=1.17-6ubuntu4.4
libkrb5support0=1.17-6ubuntu4.4
libksba8=1.3.5-2ubuntu0.20.04.2
liblcms2-2=2.9-4
libldap-2.4-2=2.4.49+dfsg-2ubuntu1.9
libldap-common=2.4.49+dfsg-2ubuntu1.9
liblqr-1-0=0.4.2-2.1
liblsan0=10.5.0-1ubuntu1~20.04
libltdl7=2.4.6-14
liblz4-1=1.9.2-2ubuntu0.20.04.1
liblzma5=5.2.4-1ubuntu1.1
libmagic-mgc=1:5.38-4
libmagic1=1:5.38-4
libmagickcore-6.q16-6=8:6.9.10.23+dfsg-2.1ubuntu11.9
libmagickcore-6.q16-6-extra=8:6.9.10.23+dfsg-2.1ubuntu11.9
libmagickwand-6.q16-6=8:6.9.10.23+dfsg-2.1ubuntu11.9
libmount1=2.34-0.1ubuntu9.4
libmpc3=1.1.0-1
libmpdec2=2.4.2-3
libmpfr6=4.0.2-1
libnccl-dev=2.17.1-1+cuda12.1
libnccl2=2.17.1-1+cuda12.1
libncurses6=6.2-0ubuntu2.1
libncursesw5=6.2-0ubuntu2.1
libncursesw6=6.2-0ubuntu2.1
libnetpbm10=2:10.0-15.3build1
libnettle7=3.5.1+really3.5.1-2ubuntu0.2
libnfsidmap2=0.25-5.1ubuntu1
libnghttp2-14=1.40.0-1ubuntu0.2
libnpp-12-1=12.1.0.40-1
libnpp-dev-12-1=12.1.0.40-1
libnpth0=1.6-1
libnss-systemd=245.4-4ubuntu3.22
libnvjitlink-12-1=12.1.105-1
libnvjitlink-dev-12-1=12.1.105-1
libnvjpeg-12-1=12.2.0.2-1
libnvjpeg-dev-12-1=12.2.0.2-1
libogg0=1.3.4-0ubuntu1
libopenexr24=2.3.0-6ubuntu0.5
libopenjp2-7=2.3.1-1ubuntu4.20.04.1
libp11-kit0=0.23.20-1ubuntu0.1
libpam-modules=1.3.1-5ubuntu4.6
libpam-modules-bin=1.3.1-5ubuntu4.6
libpam-runtime=1.3.1-5ubuntu4.6
libpam-systemd=245.4-4ubuntu3.22
libpam0g=1.3.1-5ubuntu4.6
libpango-1.0-0=1.44.7-2ubuntu4
libpangocairo-1.0-0=1.44.7-2ubuntu4
libpangoft2-1.0-0=1.44.7-2ubuntu4
libpaper-utils=1.1.28
libpaper1=1.1.28
libpcre2-8-0=10.34-7ubuntu0.1
libpcre3=2:8.39-12ubuntu0.1
libperl5.30=5.30.0-9ubuntu0.5
libpixman-1-0=0.38.4-0ubuntu2.1
libpng16-16=1.6.37-2
libpopt0=1.16-14
libprocps8=2:3.3.16-1ubuntu2.4
libpsl5=0.21.0-1ubuntu1
libpython3-stdlib=3.8.2-0ubuntu2
libpython3.8=3.8.10-0ubuntu1~20.04.9
libpython3.8-minimal=3.8.10-0ubuntu1~20.04.9
libpython3.8-stdlib=3.8.10-0ubuntu1~20.04.9
libquadmath0=10.5.0-1ubuntu1~20.04
libreadline8=8.0-4
libroken18-heimdal=7.7.0+dfsg-1ubuntu1.4
librtmp1=2.4+20151223.gitfa8646d.1-2build1
libsasl2-2=2.1.27+dfsg-2ubuntu0.1
libsasl2-modules-db=2.1.27+dfsg-2ubuntu0.1
libseccomp2=2.5.1-1ubuntu1~20.04.2
libselinux1=3.0-1build2
libsemanage-common=3.0-1build2
libsemanage1=3.0-1build2
libsepol1=3.0-1ubuntu0.1
libsm6=2:1.2.3-1
libsmartcols1=2.34-0.1ubuntu9.4
libsqlite3-0=3.31.1-4ubuntu0.5
libss2=1.45.5-2ubuntu1.1
libssh-4=0.9.3-2ubuntu2.3
libssl1.1=1.1.1f-1ubuntu2.20
libstdc++-9-dev=9.4.0-1ubuntu1~20.04.2
libstdc++6=10.5.0-1ubuntu1~20.04
libsystemd0=245.4-4ubuntu3.22
libtasn1-6=4.16.0-2
libtdb1=1.4.5-0ubuntu0.20.04.1
libthai-data=0.1.28-3
libthai0=0.1.28-3
libtiff5=4.1.0+git191117-2ubuntu0.20.04.11
libtinfo5=6.2-0ubuntu2.1
libtinfo6=6.2-0ubuntu2.1
libtirpc-common=1.2.5-1ubuntu0.1
libtirpc3=1.2.5-1ubuntu0.1
libtsan0=10.5.0-1ubuntu1~20.04
libubsan1=10.5.0-1ubuntu1~20.04
libuchardet0=0.0.6-3build1
libudev1=245.4-4ubuntu3.22
libunistring2=0.9.10-2
libutempter0=1.1.6-4
libuuid1=2.34-0.1ubuntu9.4
libvorbis0a=1.3.6-2ubuntu1
libvorbisfile3=1.3.6-2ubuntu1
libwebp6=0.6.1-2ubuntu0.20.04.3
libwebpdemux2=0.6.1-2ubuntu0.20.04.3
libwebpmux3=0.6.1-2ubuntu0.20.04.3
libwind0-heimdal=7.7.0+dfsg-1ubuntu1.4
libwmf0.2-7=0.2.8.4-17ubuntu1
libwrap0=7.6.q-30
libx11-6=2:1.6.9-2ubuntu1.6
libx11-data=2:1.6.9-2ubuntu1.6
libxau6=1:1.0.9-0ubuntu1
libxaw7=2:1.0.13-1
libxcb-render0=1.14-2
libxcb-shm0=1.14-2
libxcb1=1.14-2
libxdmcp6=1:1.1.3-0ubuntu1
libxext6=2:1.3.4-0ubuntu1
libxml2=2.9.10+dfsg-5ubuntu0.20.04.6
libxmu6=2:1.1.3-0ubuntu1
libxmuu1=2:1.1.3-0ubuntu1
libxpm4=1:3.5.12-1ubuntu0.20.04.2
libxrender1=1:0.9.10-1
libxt6=1:1.1.5-1
libyaml-0-2=0.2.2-1
libzstd1=1.4.4+dfsg-3ubuntu0.1
linux-libc-dev=5.4.0-167.184
login=1:4.8.1-1ubuntu5.20.04.4
logsave=1.45.5-2ubuntu1.1
lsb-base=11.1.0ubuntu2
lsb-release=11.1.0ubuntu2
make=4.2.1-1.2
mawk=1.3.4.20200120-2
mime-support=3.64ubuntu1
mount=2.34-0.1ubuntu9.4
ncurses-base=6.2-0ubuntu2.1
ncurses-bin=6.2-0ubuntu2.1
ncurses-term=6.2-0ubuntu2.1
netbase=6.1
netpbm=2:10.0-15.3build1
networkd-dispatcher=2.1-2~ubuntu20.04.3
nfs-common=1:1.3.4-2.5ubuntu3.5
nsight-compute-2023.1.1=2023.1.1.4-1
openssh-client=1:8.2p1-4ubuntu0.9
openssh-server=1:8.2p1-4ubuntu0.9
openssh-sftp-server=1:8.2p1-4ubuntu0.9
openssl=1.1.1f-1ubuntu2.20
passwd=1:4.8.1-1ubuntu5.20.04.4
patch=2.7.6-6
perl=5.30.0-9ubuntu0.5
perl-base=5.30.0-9ubuntu0.5
perl-modules-5.30=5.30.0-9ubuntu0.5
pinentry-curses=1.1.0-3build1
poppler-data=0.4.9-2
procps=2:3.3.16-1ubuntu2.4
psutils=1.17.dfsg-4
publicsuffix=20200303.0012-1
python3=3.8.2-0ubuntu2
python3-botocore=1.16.19+repack-1ubuntu0.20.04.1
python3-certifi=2019.11.28-1
python3-chardet=3.0.4-4build1
python3-colorama=0.4.3-1build1
python3-dateutil=2.7.3-3ubuntu1
python3-dbus=1.2.16-1build1
python3-distro=1.4.0-1
python3-docutils=0.16+dfsg-2
python3-gi=3.36.0-1
python3-idna=2.8-1
python3-jmespath=0.9.4-2ubuntu1
python3-minimal=3.8.2-0ubuntu2
python3-olefile=0.46-2
python3-pil=7.0.0-4ubuntu0.7
python3-pkg-resources=45.2.0-1ubuntu0.1
python3-pyasn1=0.4.2-3build1
python3-pygments=2.3.1+dfsg-1ubuntu2.2
python3-requests=2.22.0-2ubuntu1.1
python3-roman=2.0.0-3build1
python3-rsa=4.0-3
python3-s3transfer=0.3.3-1
python3-six=1.14.0-2
python3-urllib3=1.25.8-2ubuntu0.3
python3-yaml=5.3.1-1ubuntu0.1
python3.8=3.8.10-0ubuntu1~20.04.9
python3.8-minimal=3.8.10-0ubuntu1~20.04.9
readline-common=8.0-4
rpcbind=1.2.5-8
rsync=3.1.3-8ubuntu0.7
screen=4.8.0-1ubuntu0.1
sed=4.7-1
sensible-utils=0.0.12+nmu1
sgml-base=1.29.1
shared-mime-info=1.15-1
sound-theme-freedesktop=0.8-2ubuntu1
ssh=1:8.2p1-4ubuntu0.9
ssh-import-id=5.10-0ubuntu1
sudo=1.8.31-1ubuntu1.5
supervisor=4.1.0-1ubuntu1
systemd=245.4-4ubuntu3.22
systemd-sysv=245.4-4ubuntu3.22
systemd-timesyncd=245.4-4ubuntu3.22
sysvinit-utils=2.96-2.1ubuntu1
tar=1.30+dfsg-7ubuntu0.20.04.3
tmux=3.0a-2ubuntu0.4
tzdata=2023c-0ubuntu0.20.04.2
ubuntu-keyring=2020.02.11.4
ucf=3.0038+nmu1
unzip=6.0-25ubuntu1.1
util-linux=2.34-0.1ubuntu9.4
vim=2:8.1.2269-1ubuntu5.20
vim-common=2:8.1.2269-1ubuntu5.20
vim-runtime=2:8.1.2269-1ubuntu5.20
wget=1.20.3-1ubuntu2
x11-common=1:7.7+19ubuntu14
xauth=1:1.1-0ubuntu1
xdg-user-dirs=0.17-2ubuntu1
xml-core=0.18+nmu1
xxd=2:8.1.2269-1ubuntu5.20
xz-utils=5.2.4-1ubuntu1.1
zip=3.0-11build1
zlib1g=1:1.2.11.dfsg-2ubuntu1.5
zsh=5.8-3ubuntu1.1
zsh-common=5.8-3ubuntu1.1

Ray 2.8.1, CUDA version 11.8 optimized

The base image anyscale/ray:2.8.1-py39-cu118 contains the following packages:

Pip Packages

adal==1.2.7
aiofiles==22.1.0
aiohttp==3.8.6
aiohttp-cors==0.7.0
aiorwlock==1.3.0
aiosignal==1.3.1
aiosqlite==0.19.0
anyio==3.7.1
anyscale==0.5.163
applicationinsights==0.11.10
argcomplete==1.12.3
argon2-cffi==23.1.0
argon2-cffi-bindings==21.2.0
arrow==1.3.0
asttokens==2.4.1
async-timeout==4.0.3
attrs==23.1.0
awscli==1.27.105
awscliv2==2.2.0
azure-cli-core==2.40.0
azure-cli-telemetry==1.0.8
azure-common==1.1.28
azure-core==1.29.5
azure-identity==1.10.0
azure-mgmt-compute==23.1.0
azure-mgmt-core==1.4.0
azure-mgmt-network==19.0.0
azure-mgmt-resource==20.0.0
Babel==2.13.1
backoff==1.10.0
bcrypt==4.1.1
beautifulsoup4==4.12.2
bleach==6.1.0
blessed==1.20.0
boltons==23.0.0
boto3==1.26.76
botocore==1.29.105
Brotli==1.0.9
cachetools==5.3.1
certifi==2023.7.22
cffi==1.16.0
charset-normalizer==3.3.0
click==8.1.7
cloudpickle==2.2.0
colorama==0.4.4
coloredlogs==15.0.1
colorful==0.5.5
comm==0.2.0
commonmark==0.9.1
conda==23.9.0
conda-content-trust==0.1.3
conda-package-handling==2.2.0
conda_package_streaming==0.9.0
cryptography==38.0.1
Cython==0.29.32
debugpy==1.8.0
decorator==5.1.1
defusedxml==0.7.1
distlib==0.3.7
dm-tree==0.1.8
docutils==0.16
entrypoints==0.4
exceptiongroup==1.1.3
executing==2.0.1
executor==23.2
Farama-Notifications==0.0.4
fastapi==0.99.1
fasteners==0.19
fastjsonschema==2.19.0
filelock==3.12.4
flatbuffers==23.5.26
flit_core==3.6.0
fqdn==1.5.1
frozenlist==1.4.0
fsspec==2023.5.0
gitdb==4.0.11
GitPython==3.1.40
google-api-core==2.12.0
google-api-python-client==1.7.8
google-auth==2.23.4
google-auth-httplib2==0.1.1
google-cloud-common==1.3.0
google-cloud-compute==1.15.0
google-cloud-core==2.4.1
google-cloud-filestore==1.8.0
google-cloud-redis==2.14.0
google-cloud-resource-manager==1.11.0
google-cloud-secret-manager==2.17.0
google-cloud-storage==2.13.0
google-crc32c==1.5.0
google-oauth==1.0.1
google-resumable-media==2.6.0
googleapis-common-protos==1.61.0
gpustat==1.1.1
grpc-google-iam-v1==0.13.0
grpcio==1.60.0
grpcio-status==1.48.2
grpcio-tools==1.60.0
gymnasium==0.28.1
h11==0.12.0
halo==0.0.31
httplib2==0.22.0
httptools==0.6.1
humanfriendly==10.0
humanize==4.9.0
idna==3.4
imageio==2.31.1
importlib-metadata==4.10.0
importlib-resources==6.1.1
ipykernel==6.27.1
ipython==8.18.1
ipython-genutils==0.2.0
ipywidgets==8.0.6
isodate==0.6.1
isoduration==20.11.0
jax-jumpy==1.0.0
jedi==0.19.1
Jinja2==3.1.2
jmespath==1.0.1
json5==0.9.14
jsonpatch==1.32
jsonpointer==2.1
jsonschema==4.20.0
jsonschema-specifications==2023.11.2
jupyter_client==7.4.9
jupyter_core==5.5.0
jupyter-events==0.9.0
jupyter_server==2.12.1
jupyter_server_fileid==0.9.0
jupyter_server_terminals==0.4.4
jupyter_server_ydoc==0.6.1
jupyter-ydoc==0.2.5
jupyterlab==3.6.1
jupyterlab_pygments==0.3.0
jupyterlab_server==2.25.2
jupyterlab-widgets==3.0.9
knack==0.10.1
log-symbols==0.0.14
lz4==4.3.2
MarkupSafe==2.1.3
matplotlib-inline==0.1.6
mistune==3.0.2
msal==1.18.0b1
msal-extensions==1.0.0
msgpack==1.0.7
msrest==0.7.1
msrestazure==0.6.4
multidict==6.0.4
nbclassic==1.0.0
nbclient==0.9.0
nbconvert==7.12.0
nbformat==5.9.2
nest-asyncio==1.5.8
networkx==2.6.3
notebook==6.5.6
notebook_shim==0.2.3
numpy==1.26.2
nvidia-ml-py==12.535.108
oauth2client==4.1.3
oauthlib==3.2.2
opencensus==0.11.3
opencensus-context==0.1.3
opentelemetry-api==1.1.0
opentelemetry-exporter-otlp==1.1.0
opentelemetry-exporter-otlp-proto-grpc==1.1.0
opentelemetry-proto==1.1.0
opentelemetry-sdk==1.1.0
opentelemetry-semantic-conventions==0.20b0
overrides==7.4.0
packaging==21.3
pandas==1.5.3
pandocfilters==1.5.0
paramiko==2.12.0
parso==0.8.3
pathspec==0.11.2
pexpect==4.9.0
Pillow==9.2.0
pip==23.1.2
pkginfo==1.9.6
platformdirs==3.11.0
pluggy==1.0.0
portalocker==2.8.2
prometheus-client==0.17.1
prompt-toolkit==3.0.41
property-manager==3.0
proto-plus==1.23.0
protobuf==3.20.3
psutil==5.9.6
ptyprocess==0.7.0
pure-eval==0.2.2
py-spy==0.3.14
pyarrow==12.0.1
pyasn1==0.5.0
pyasn1-modules==0.3.0
pycosat==0.6.6
pycparser==2.21
pydantic==1.10.12
Pygments==2.13.0
PyJWT==2.8.0
PyNaCl==1.5.0
pyOpenSSL==23.0.0
pyparsing==3.1.1
pyrsistent==0.19.3
PySocks==1.7.1
python-dateutil==2.8.2
python-dotenv==1.0.0
python-json-logger==2.0.7
pytz==2022.7.1
PyWavelets==1.4.1
PyYAML==5.3.1
pyzmq==24.0.1
ray==2.8.1
redis==3.5.3
referencing==0.32.0
requests==2.31.0
requests-oauthlib==1.3.1
rfc3339-validator==0.1.4
rfc3986-validator==0.1.1
rich==12.6.0
rpds-py==0.13.2
rsa==4.7.2
ruamel.yaml==0.17.21
ruamel.yaml.clib==0.2.6
s3transfer==0.6.2
scikit-image==0.19.3
scipy==1.10.1
Send2Trash==1.8.2
setuptools==68.0.0
six==1.16.0
smart-open==6.2.0
smmap==5.0.1
sniffio==1.3.0
soundfile==0.12.1
soupsieve==2.5
spinners==0.0.24
stack-data==0.6.3
starlette==0.27.0
tabulate==0.9.0
tensorboardX==2.6
termcolor==2.4.0
terminado==0.10.1
tifffile==2023.7.10
tinycss2==1.2.1
tomli==2.0.1
tornado==6.4
tqdm==4.65.0
traitlets==5.14.0
typer==0.9.0
types-python-dateutil==2.8.19.14
typing_extensions==4.5.0
tzlocal==5.2
uri-template==1.3.0
uritemplate==3.0.1
urllib3==1.26.18
uvicorn==0.22.0
uvloop==0.18.0
verboselogs==1.7
virtualenv==20.21.0
watchfiles==0.19.0
wcwidth==0.2.9
webcolors==1.13
webencodings==0.5.1
websocket-client==1.7.0
websockets==11.0.3
wheel==0.37.1
widgetsnbextension==4.0.9
wrapt==1.16.0
y-py==0.6.2
yarl==1.9.2
ypy-websocket==0.8.4
zipp==3.17.0
zstandard==0.19.0

Conda Packages

_libgcc_mutex=0.1=main
_openmp_mutex=5.1=1_gnu
boltons=23.0.0=py39h06a4308_0
brotli-python=1.0.9=py39h6a678d5_7
ca-certificates=2023.08.22=h06a4308_0
conda=23.9.0=py39h06a4308_0
conda-content-trust=0.1.3=py39h06a4308_0
conda-package-handling=2.2.0=py39h06a4308_0
conda-package-streaming=0.9.0=py39h06a4308_0
flit-core=3.6.0=pyhd3eb1b0_0
idna=3.4=py39h06a4308_0
importlib_metadata=4.11.3=hd3eb1b0_0
jsonpatch=1.32=pyhd3eb1b0_0
jsonpointer=2.1=pyhd3eb1b0_0
ld_impl_linux-64=2.38=h1181459_1
libffi=3.3=he6710b0_2
libgcc-ng=11.2.0=h1234567_1
libgomp=11.2.0=h1234567_1
libstdcxx-ng=11.2.0=h1234567_1
ncurses=6.4=h6a678d5_0
openssl=1.1.1w=h7f8727e_0
pluggy=1.0.0=py39h06a4308_1
pycosat=0.6.6=py39h5eee18b_0
pycparser=2.21=pyhd3eb1b0_0
pysocks=1.7.1=py39h06a4308_0
python=3.9.15=haa1d7c7_0
readline=8.2=h5eee18b_0
requests=2.31.0=py39h06a4308_0
ruamel.yaml=0.17.21=py39h5eee18b_0
ruamel.yaml.clib=0.2.6=py39h5eee18b_1
setuptools=68.0.0=py39h06a4308_0
six=1.16.0=pyhd3eb1b0_1
sqlite=3.40.1=h5082296_0
tk=8.6.12=h1ccaba5_0
tqdm=4.65.0=py39hb070fc8_0
tzdata=2023c=h04d1e81_0
urllib3=1.26.18=py39h06a4308_0
wheel=0.37.1=pyhd3eb1b0_0
xz=5.2.10=h5eee18b_1
zlib=1.2.13=h5eee18b_0
zstandard=0.19.0=py39h5eee18b_0

Debian Packages

adduser=3.118ubuntu2
alsa-topology-conf=1.2.2-1
alsa-ucm-conf=1.2.2-1ubuntu0.13
apt=2.0.10
awscli=1.18.69-1ubuntu0.20.04.1
base-files=11ubuntu5.7
base-passwd=3.5.47
bash=5.0-6ubuntu1.2
binutils=2.34-6ubuntu1.6
binutils-common=2.34-6ubuntu1.6
binutils-x86-64-linux-gnu=2.34-6ubuntu1.6
bsdutils=1:2.34-0.1ubuntu9.4
build-essential=12.8ubuntu1.1
bzip2=1.0.8-2
ca-certificates=20230311ubuntu0.20.04.1
cmake-data=3.16.3-1ubuntu1.20.04.1
coreutils=8.30-3ubuntu2
cpp=4:9.3.0-1ubuntu2
cpp-9=9.4.0-1ubuntu1~20.04.2
cuda-cccl-11-8=11.8.89-1
cuda-command-line-tools-11-8=11.8.0-1
cuda-compat-11-8=520.61.05-1
cuda-compiler-11-8=11.8.0-1
cuda-cudart-11-8=11.8.89-1
cuda-cudart-dev-11-8=11.8.89-1
cuda-cuobjdump-11-8=11.8.86-1
cuda-cupti-11-8=11.8.87-1
cuda-cupti-dev-11-8=11.8.87-1
cuda-cuxxfilt-11-8=11.8.86-1
cuda-driver-dev-11-8=11.8.89-1
cuda-gdb-11-8=11.8.86-1
cuda-libraries-11-8=11.8.0-1
cuda-libraries-dev-11-8=11.8.0-1
cuda-memcheck-11-8=11.8.86-1
cuda-minimal-build-11-8=11.8.0-1
cuda-nsight-compute-11-8=11.8.0-1
cuda-nvcc-11-8=11.8.89-1
cuda-nvdisasm-11-8=11.8.86-1
cuda-nvml-dev-11-8=11.8.86-1
cuda-nvprof-11-8=11.8.87-1
cuda-nvprune-11-8=11.8.86-1
cuda-nvrtc-11-8=11.8.89-1
cuda-nvrtc-dev-11-8=11.8.89-1
cuda-nvtx-11-8=11.8.86-1
cuda-profiler-api-11-8=11.8.86-1
cuda-sanitizer-11-8=11.8.86-1
cuda-toolkit-11-8-config-common=11.8.89-1
cuda-toolkit-11-config-common=11.8.89-1
cuda-toolkit-config-common=12.3.101-1
dash=0.5.10.2-6
dbus=1.12.16-2ubuntu2.3
debconf=1.5.73
debianutils=4.9.1
diffutils=1:3.7-3
dirmngr=2.2.19-3ubuntu2.2
distro-info-data=0.43ubuntu1.14
dmsetup=2:1.02.167-1ubuntu1
docutils-common=0.16+dfsg-2
dpkg=1.19.7ubuntu3.2
dpkg-dev=1.19.7ubuntu3.2
e2fsprogs=1.45.5-2ubuntu1.1
fdisk=2.34-0.1ubuntu9.4
file=1:5.38-4
findutils=4.7.0-1ubuntu1
fontconfig=2.13.1-2ubuntu3
fontconfig-config=2.13.1-2ubuntu3
fonts-dejavu-core=2.37-1
fonts-droid-fallback=1:6.0.1r16-1.1
fonts-noto-mono=20200323-1build1~ubuntu20.04.1
fonts-urw-base35=20170801.1-3
g++=4:9.3.0-1ubuntu2
g++-9=9.4.0-1ubuntu1~20.04.2
gcc=4:9.3.0-1ubuntu2
gcc-10-base=10.5.0-1ubuntu1~20.04
gcc-9=9.4.0-1ubuntu1~20.04.2
gcc-9-base=9.4.0-1ubuntu1~20.04.2
ghostscript=9.50~dfsg-5ubuntu4.11
gir1.2-glib-2.0=1.64.1-1~ubuntu20.04.1
git=1:2.25.1-1ubuntu3.11
git-man=1:2.25.1-1ubuntu3.11
gnupg=2.2.19-3ubuntu2.2
gnupg-l10n=2.2.19-3ubuntu2.2
gnupg-utils=2.2.19-3ubuntu2.2
gnupg2=2.2.19-3ubuntu2.2
google-cloud-sdk=456.0.0-0
gpg=2.2.19-3ubuntu2.2
gpg-agent=2.2.19-3ubuntu2.2
gpg-wks-client=2.2.19-3ubuntu2.2
gpg-wks-server=2.2.19-3ubuntu2.2
gpgconf=2.2.19-3ubuntu2.2
gpgsm=2.2.19-3ubuntu2.2
gpgv=2.2.19-3ubuntu2.2
grep=3.4-1
groff=1.22.4-4build1
groff-base=1.22.4-4build1
gsfonts=1:8.11+urwcyr1.0.7~pre44-4.4
gzip=1.10-0ubuntu4.1
hicolor-icon-theme=0.17-2
hostname=3.23
imagemagick=8:6.9.10.23+dfsg-2.1ubuntu11.9
imagemagick-6-common=8:6.9.10.23+dfsg-2.1ubuntu11.9
imagemagick-6.q16=8:6.9.10.23+dfsg-2.1ubuntu11.9
init-system-helpers=1.57
keyutils=1.6-6ubuntu1.1
krb5-locales=1.17-6ubuntu4.4
less=551-1ubuntu0.1
libacl1=2.2.53-6
libapparmor1=2.13.3-7ubuntu5.3
libapt-pkg6.0=2.0.10
libargon2-1=0~20171227-0.2
libasan5=9.4.0-1ubuntu1~20.04.2
libasn1-8-heimdal=7.7.0+dfsg-1ubuntu1.4
libasound2=1.2.2-2.1ubuntu2.5
libasound2-data=1.2.2-2.1ubuntu2.5
libassuan0=2.5.3-7ubuntu2
libatomic1=10.5.0-1ubuntu1~20.04
libattr1=1:2.4.48-5
libaudit-common=1:2.8.5-2ubuntu6
libaudit1=1:2.8.5-2ubuntu6
libavahi-client3=0.7-4ubuntu7.3
libavahi-common-data=0.7-4ubuntu7.3
libavahi-common3=0.7-4ubuntu7.3
libbinutils=2.34-6ubuntu1.6
libblkid1=2.34-0.1ubuntu9.4
libbrotli1=1.0.7-6ubuntu0.1
libbsd0=0.10.0-1
libbz2-1.0=1.0.8-2
libc-bin=2.31-0ubuntu9.12
libc-dev-bin=2.31-0ubuntu9.12
libc6=2.31-0ubuntu9.12
libc6-dev=2.31-0ubuntu9.12
libcairo2=1.16.0-4ubuntu1
libcanberra0=0.30-7ubuntu1
libcap-ng0=0.7.9-2.1build1
libcap2=1:2.32-1ubuntu0.1
libcbor0.6=0.6.0-0ubuntu1
libcc1-0=10.5.0-1ubuntu1~20.04
libcom-err2=1.45.5-2ubuntu1.1
libcrypt-dev=1:4.4.10-10ubuntu4
libcrypt1=1:4.4.10-10ubuntu4
libcryptsetup12=2:2.2.2-3ubuntu2.4
libctf-nobfd0=2.34-6ubuntu1.6
libctf0=2.34-6ubuntu1.6
libcublas-11-8=11.11.3.6-1
libcublas-dev-11-8=11.11.3.6-1
libcudnn8=8.9.6.50-1+cuda11.8
libcudnn8-dev=8.9.6.50-1+cuda11.8
libcufft-11-8=10.9.0.58-1
libcufft-dev-11-8=10.9.0.58-1
libcufile-11-8=1.4.0.31-1
libcufile-dev-11-8=1.4.0.31-1
libcups2=2.3.1-9ubuntu1.6
libcurand-11-8=10.3.0.86-1
libcurand-dev-11-8=10.3.0.86-1
libcurl3-gnutls=7.68.0-1ubuntu2.20
libcusolver-11-8=11.4.1.48-1
libcusolver-dev-11-8=11.4.1.48-1
libcusparse-11-8=11.7.5.86-1
libcusparse-dev-11-8=11.7.5.86-1
libdatrie1=0.2.12-3
libdb5.3=5.3.28+dfsg1-0.6ubuntu2
libdbus-1-3=1.12.16-2ubuntu2.3
libdebconfclient0=0.251ubuntu1
libdevmapper1.02.1=2:1.02.167-1ubuntu1
libdjvulibre-text=3.5.27.1-14ubuntu0.1
libdjvulibre21=3.5.27.1-14ubuntu0.1
libdpkg-perl=1.19.7ubuntu3.2
libedit2=3.1-20191231-1
liberror-perl=0.17029-1
libevent-2.1-7=2.1.11-stable-1
libexpat1=2.2.9-1ubuntu0.6
libext2fs2=1.45.5-2ubuntu1.1
libfdisk1=2.34-0.1ubuntu9.4
libffi7=3.3-4
libfftw3-double3=3.3.8-2ubuntu1
libfido2-1=1.3.1-1ubuntu2
libfontconfig1=2.13.1-2ubuntu3
libfreetype6=2.10.1-2ubuntu0.3
libfribidi0=1.0.8-2ubuntu0.1
libgcc-9-dev=9.4.0-1ubuntu1~20.04.2
libgcc-s1=10.5.0-1ubuntu1~20.04
libgcrypt20=1.8.5-5ubuntu1.1
libgdbm-compat4=1.18.1-5
libgdbm6=1.18.1-5
libgirepository-1.0-1=1.64.1-1~ubuntu20.04.1
libglib2.0-0=2.64.6-1~ubuntu20.04.6
libglib2.0-data=2.64.6-1~ubuntu20.04.6
libgmp10=2:6.2.0+dfsg-4ubuntu0.1
libgnutls30=3.6.13-2ubuntu1.9
libgomp1=10.5.0-1ubuntu1~20.04
libgpg-error0=1.37-1
libgpm2=1.20.7-5
libgraphite2-3=1.3.13-11build1
libgs9=9.50~dfsg-5ubuntu4.11
libgs9-common=9.50~dfsg-5ubuntu4.11
libgssapi-krb5-2=1.17-6ubuntu4.4
libgssapi3-heimdal=7.7.0+dfsg-1ubuntu1.4
libharfbuzz0b=2.6.4-1ubuntu4.2
libhcrypto4-heimdal=7.7.0+dfsg-1ubuntu1.4
libheimbase1-heimdal=7.7.0+dfsg-1ubuntu1.4
libheimntlm0-heimdal=7.7.0+dfsg-1ubuntu1.4
libhogweed5=3.5.1+really3.5.1-2ubuntu0.2
libhx509-5-heimdal=7.7.0+dfsg-1ubuntu1.4
libice6=2:1.0.10-0ubuntu1
libicu66=66.1-2ubuntu2.1
libidn11=1.33-2.2ubuntu2
libidn2-0=2.2.0-2
libijs-0.35=0.35-15
libilmbase24=2.3.0-6build1
libimagequant0=2.12.2-1.1
libip4tc2=1.8.4-3ubuntu2.1
libisl22=0.22.1-1
libitm1=10.5.0-1ubuntu1~20.04
libjbig0=2.1-3.1ubuntu0.20.04.1
libjbig2dec0=0.18-1ubuntu1
libjemalloc-dev=5.2.1-1ubuntu1
libjemalloc2=5.2.1-1ubuntu1
libjpeg-turbo8=2.0.3-0ubuntu1.20.04.3
libjpeg8=8c-2ubuntu8
libjson-c4=0.13.1+dfsg-7ubuntu0.3
libk5crypto3=1.17-6ubuntu4.4
libkeyutils1=1.6-6ubuntu1.1
libkmod2=27-1ubuntu2.1
libkrb5-26-heimdal=7.7.0+dfsg-1ubuntu1.4
libkrb5-3=1.17-6ubuntu4.4
libkrb5support0=1.17-6ubuntu4.4
libksba8=1.3.5-2ubuntu0.20.04.2
liblcms2-2=2.9-4
libldap-2.4-2=2.4.49+dfsg-2ubuntu1.9
libldap-common=2.4.49+dfsg-2ubuntu1.9
liblqr-1-0=0.4.2-2.1
liblsan0=10.5.0-1ubuntu1~20.04
libltdl7=2.4.6-14
liblz4-1=1.9.2-2ubuntu0.20.04.1
liblzma5=5.2.4-1ubuntu1.1
libmagic-mgc=1:5.38-4
libmagic1=1:5.38-4
libmagickcore-6.q16-6=8:6.9.10.23+dfsg-2.1ubuntu11.9
libmagickcore-6.q16-6-extra=8:6.9.10.23+dfsg-2.1ubuntu11.9
libmagickwand-6.q16-6=8:6.9.10.23+dfsg-2.1ubuntu11.9
libmount1=2.34-0.1ubuntu9.4
libmpc3=1.1.0-1
libmpdec2=2.4.2-3
libmpfr6=4.0.2-1
libnccl-dev=2.16.2-1+cuda11.8
libnccl2=2.16.2-1+cuda11.8
libncurses6=6.2-0ubuntu2.1
libncursesw5=6.2-0ubuntu2.1
libncursesw6=6.2-0ubuntu2.1
libnetpbm10=2:10.0-15.3build1
libnettle7=3.5.1+really3.5.1-2ubuntu0.2
libnfsidmap2=0.25-5.1ubuntu1
libnghttp2-14=1.40.0-1ubuntu0.2
libnpp-11-8=11.8.0.86-1
libnpp-dev-11-8=11.8.0.86-1
libnpth0=1.6-1
libnss-systemd=245.4-4ubuntu3.22
libnvjpeg-11-8=11.9.0.86-1
libnvjpeg-dev-11-8=11.9.0.86-1
libogg0=1.3.4-0ubuntu1
libopenexr24=2.3.0-6ubuntu0.5
libopenjp2-7=2.3.1-1ubuntu4.20.04.1
libp11-kit0=0.23.20-1ubuntu0.1
libpam-modules=1.3.1-5ubuntu4.6
libpam-modules-bin=1.3.1-5ubuntu4.6
libpam-runtime=1.3.1-5ubuntu4.6
libpam-systemd=245.4-4ubuntu3.22
libpam0g=1.3.1-5ubuntu4.6
libpango-1.0-0=1.44.7-2ubuntu4
libpangocairo-1.0-0=1.44.7-2ubuntu4
libpangoft2-1.0-0=1.44.7-2ubuntu4
libpaper-utils=1.1.28
libpaper1=1.1.28
libpcre2-8-0=10.34-7ubuntu0.1
libpcre3=2:8.39-12ubuntu0.1
libperl5.30=5.30.0-9ubuntu0.5
libpixman-1-0=0.38.4-0ubuntu2.1
libpng16-16=1.6.37-2
libpopt0=1.16-14
libprocps8=2:3.3.16-1ubuntu2.4
libpsl5=0.21.0-1ubuntu1
libpython3-stdlib=3.8.2-0ubuntu2
libpython3.8=3.8.10-0ubuntu1~20.04.9
libpython3.8-minimal=3.8.10-0ubuntu1~20.04.9
libpython3.8-stdlib=3.8.10-0ubuntu1~20.04.9
libquadmath0=10.5.0-1ubuntu1~20.04
libreadline8=8.0-4
libroken18-heimdal=7.7.0+dfsg-1ubuntu1.4
librtmp1=2.4+20151223.gitfa8646d.1-2build1
libsasl2-2=2.1.27+dfsg-2ubuntu0.1
libsasl2-modules-db=2.1.27+dfsg-2ubuntu0.1
libseccomp2=2.5.1-1ubuntu1~20.04.2
libselinux1=3.0-1build2
libsemanage-common=3.0-1build2
libsemanage1=3.0-1build2
libsepol1=3.0-1ubuntu0.1
libsm6=2:1.2.3-1
libsmartcols1=2.34-0.1ubuntu9.4
libsqlite3-0=3.31.1-4ubuntu0.5
libss2=1.45.5-2ubuntu1.1
libssh-4=0.9.3-2ubuntu2.3
libssl1.1=1.1.1f-1ubuntu2.20
libstdc++-9-dev=9.4.0-1ubuntu1~20.04.2
libstdc++6=10.5.0-1ubuntu1~20.04
libsystemd0=245.4-4ubuntu3.22
libtasn1-6=4.16.0-2
libtdb1=1.4.5-0ubuntu0.20.04.1
libthai-data=0.1.28-3
libthai0=0.1.28-3
libtiff5=4.1.0+git191117-2ubuntu0.20.04.11
libtinfo5=6.2-0ubuntu2.1
libtinfo6=6.2-0ubuntu2.1
libtirpc-common=1.2.5-1ubuntu0.1
libtirpc3=1.2.5-1ubuntu0.1
libtsan0=10.5.0-1ubuntu1~20.04
libubsan1=10.5.0-1ubuntu1~20.04
libuchardet0=0.0.6-3build1
libudev1=245.4-4ubuntu3.22
libunistring2=0.9.10-2
libutempter0=1.1.6-4
libuuid1=2.34-0.1ubuntu9.4
libvorbis0a=1.3.6-2ubuntu1
libvorbisfile3=1.3.6-2ubuntu1
libwebp6=0.6.1-2ubuntu0.20.04.3
libwebpdemux2=0.6.1-2ubuntu0.20.04.3
libwebpmux3=0.6.1-2ubuntu0.20.04.3
libwind0-heimdal=7.7.0+dfsg-1ubuntu1.4
libwmf0.2-7=0.2.8.4-17ubuntu1
libwrap0=7.6.q-30
libx11-6=2:1.6.9-2ubuntu1.6
libx11-data=2:1.6.9-2ubuntu1.6
libxau6=1:1.0.9-0ubuntu1
libxaw7=2:1.0.13-1
libxcb-render0=1.14-2
libxcb-shm0=1.14-2
libxcb1=1.14-2
libxdmcp6=1:1.1.3-0ubuntu1
libxext6=2:1.3.4-0ubuntu1
libxml2=2.9.10+dfsg-5ubuntu0.20.04.6
libxmu6=2:1.1.3-0ubuntu1
libxmuu1=2:1.1.3-0ubuntu1
libxpm4=1:3.5.12-1ubuntu0.20.04.2
libxrender1=1:0.9.10-1
libxt6=1:1.1.5-1
libyaml-0-2=0.2.2-1
libzstd1=1.4.4+dfsg-3ubuntu0.1
linux-libc-dev=5.4.0-167.184
login=1:4.8.1-1ubuntu5.20.04.4
logsave=1.45.5-2ubuntu1.1
lsb-base=11.1.0ubuntu2
lsb-release=11.1.0ubuntu2
make=4.2.1-1.2
mawk=1.3.4.20200120-2
mime-support=3.64ubuntu1
mount=2.34-0.1ubuntu9.4
ncurses-base=6.2-0ubuntu2.1
ncurses-bin=6.2-0ubuntu2.1
ncurses-term=6.2-0ubuntu2.1
netbase=6.1
netpbm=2:10.0-15.3build1
networkd-dispatcher=2.1-2~ubuntu20.04.3
nfs-common=1:1.3.4-2.5ubuntu3.5
nsight-compute-2022.3.0=2022.3.0.22-1
openssh-client=1:8.2p1-4ubuntu0.9
openssh-server=1:8.2p1-4ubuntu0.9
openssh-sftp-server=1:8.2p1-4ubuntu0.9
openssl=1.1.1f-1ubuntu2.20
passwd=1:4.8.1-1ubuntu5.20.04.4
patch=2.7.6-6
perl=5.30.0-9ubuntu0.5
perl-base=5.30.0-9ubuntu0.5
perl-modules-5.30=5.30.0-9ubuntu0.5
pinentry-curses=1.1.0-3build1
poppler-data=0.4.9-2
procps=2:3.3.16-1ubuntu2.4
psutils=1.17.dfsg-4
publicsuffix=20200303.0012-1
python3=3.8.2-0ubuntu2
python3-botocore=1.16.19+repack-1ubuntu0.20.04.1
python3-certifi=2019.11.28-1
python3-chardet=3.0.4-4build1
python3-colorama=0.4.3-1build1
python3-dateutil=2.7.3-3ubuntu1
python3-dbus=1.2.16-1build1
python3-distro=1.4.0-1
python3-docutils=0.16+dfsg-2
python3-gi=3.36.0-1
python3-idna=2.8-1
python3-jmespath=0.9.4-2ubuntu1
python3-minimal=3.8.2-0ubuntu2
python3-olefile=0.46-2
python3-pil=7.0.0-4ubuntu0.7
python3-pkg-resources=45.2.0-1ubuntu0.1
python3-pyasn1=0.4.2-3build1
python3-pygments=2.3.1+dfsg-1ubuntu2.2
python3-requests=2.22.0-2ubuntu1.1
python3-roman=2.0.0-3build1
python3-rsa=4.0-3
python3-s3transfer=0.3.3-1
python3-six=1.14.0-2
python3-urllib3=1.25.8-2ubuntu0.3
python3-yaml=5.3.1-1ubuntu0.1
python3.8=3.8.10-0ubuntu1~20.04.9
python3.8-minimal=3.8.10-0ubuntu1~20.04.9
readline-common=8.0-4
rpcbind=1.2.5-8
rsync=3.1.3-8ubuntu0.7
screen=4.8.0-1ubuntu0.1
sed=4.7-1
sensible-utils=0.0.12+nmu1
sgml-base=1.29.1
shared-mime-info=1.15-1
sound-theme-freedesktop=0.8-2ubuntu1
ssh=1:8.2p1-4ubuntu0.9
ssh-import-id=5.10-0ubuntu1
sudo=1.8.31-1ubuntu1.5
supervisor=4.1.0-1ubuntu1
systemd=245.4-4ubuntu3.22
systemd-sysv=245.4-4ubuntu3.22
systemd-timesyncd=245.4-4ubuntu3.22
sysvinit-utils=2.96-2.1ubuntu1
tar=1.30+dfsg-7ubuntu0.20.04.3
tmux=3.0a-2ubuntu0.4
tzdata=2023c-0ubuntu0.20.04.2
ubuntu-keyring=2020.02.11.4
ucf=3.0038+nmu1
unzip=6.0-25ubuntu1.1
util-linux=2.34-0.1ubuntu9.4
vim=2:8.1.2269-1ubuntu5.20
vim-common=2:8.1.2269-1ubuntu5.20
vim-runtime=2:8.1.2269-1ubuntu5.20
wget=1.20.3-1ubuntu2
x11-common=1:7.7+19ubuntu14
xauth=1:1.1-0ubuntu1
xdg-user-dirs=0.17-2ubuntu1
xml-core=0.18+nmu1
xxd=2:8.1.2269-1ubuntu5.20
xz-utils=5.2.4-1ubuntu1.1
zip=3.0-11build1
zlib1g=1:1.2.11.dfsg-2ubuntu1.5
zsh=5.8-3ubuntu1.1
zsh-common=5.8-3ubuntu1.1

Ray 2.8.1, CUDA version 11.7 optimized

The base image anyscale/ray:2.8.1-py39-cu117 contains the following packages:

Pip Packages

adal==1.2.7
aiofiles==22.1.0
aiohttp==3.8.6
aiohttp-cors==0.7.0
aiorwlock==1.3.0
aiosignal==1.3.1
aiosqlite==0.19.0
anyio==3.7.1
anyscale==0.5.163
applicationinsights==0.11.10
argcomplete==1.12.3
argon2-cffi==23.1.0
argon2-cffi-bindings==21.2.0
arrow==1.3.0
asttokens==2.4.1
async-timeout==4.0.3
attrs==23.1.0
awscli==1.27.105
awscliv2==2.2.0
azure-cli-core==2.40.0
azure-cli-telemetry==1.0.8
azure-common==1.1.28
azure-core==1.29.5
azure-identity==1.10.0
azure-mgmt-compute==23.1.0
azure-mgmt-core==1.4.0
azure-mgmt-network==19.0.0
azure-mgmt-resource==20.0.0
Babel==2.13.1
backoff==1.10.0
bcrypt==4.1.1
beautifulsoup4==4.12.2
bleach==6.1.0
blessed==1.20.0
boltons==23.0.0
boto3==1.26.76
botocore==1.29.105
Brotli==1.0.9
cachetools==5.3.1
certifi==2023.7.22
cffi==1.16.0
charset-normalizer==3.3.0
click==8.1.7
cloudpickle==2.2.0
colorama==0.4.4
coloredlogs==15.0.1
colorful==0.5.5
comm==0.2.0
commonmark==0.9.1
conda==23.9.0
conda-content-trust==0.1.3
conda-package-handling==2.2.0
conda_package_streaming==0.9.0
cryptography==38.0.1
Cython==0.29.32
debugpy==1.8.0
decorator==5.1.1
defusedxml==0.7.1
distlib==0.3.7
dm-tree==0.1.8
docutils==0.16
entrypoints==0.4
exceptiongroup==1.1.3
executing==2.0.1
executor==23.2
Farama-Notifications==0.0.4
fastapi==0.99.1
fasteners==0.19
fastjsonschema==2.19.0
filelock==3.12.4
flatbuffers==23.5.26
flit_core==3.6.0
fqdn==1.5.1
frozenlist==1.4.0
fsspec==2023.5.0
gitdb==4.0.11
GitPython==3.1.40
google-api-core==2.12.0
google-api-python-client==1.7.8
google-auth==2.23.4
google-auth-httplib2==0.1.1
google-cloud-common==1.3.0
google-cloud-compute==1.15.0
google-cloud-core==2.4.1
google-cloud-filestore==1.8.0
google-cloud-redis==2.14.0
google-cloud-resource-manager==1.11.0
google-cloud-secret-manager==2.17.0
google-cloud-storage==2.13.0
google-crc32c==1.5.0
google-oauth==1.0.1
google-resumable-media==2.6.0
googleapis-common-protos==1.61.0
gpustat==1.1.1
grpc-google-iam-v1==0.13.0
grpcio==1.60.0
grpcio-status==1.48.2
grpcio-tools==1.60.0
gymnasium==0.28.1
h11==0.12.0
halo==0.0.31
httplib2==0.22.0
httptools==0.6.1
humanfriendly==10.0
humanize==4.9.0
idna==3.4
imageio==2.31.1
importlib-metadata==4.10.0
importlib-resources==6.1.1
ipykernel==6.27.1
ipython==8.18.1
ipython-genutils==0.2.0
ipywidgets==8.0.6
isodate==0.6.1
isoduration==20.11.0
jax-jumpy==1.0.0
jedi==0.19.1
Jinja2==3.1.2
jmespath==1.0.1
json5==0.9.14
jsonpatch==1.32
jsonpointer==2.1
jsonschema==4.20.0
jsonschema-specifications==2023.11.2
jupyter_client==7.4.9
jupyter_core==5.5.0
jupyter-events==0.9.0
jupyter_server==2.12.1
jupyter_server_fileid==0.9.0
jupyter_server_terminals==0.4.4
jupyter_server_ydoc==0.6.1
jupyter-ydoc==0.2.5
jupyterlab==3.6.1
jupyterlab_pygments==0.3.0
jupyterlab_server==2.25.2
jupyterlab-widgets==3.0.9
knack==0.10.1
log-symbols==0.0.14
lz4==4.3.2
MarkupSafe==2.1.3
matplotlib-inline==0.1.6
mistune==3.0.2
msal==1.18.0b1
msal-extensions==1.0.0
msgpack==1.0.7
msrest==0.7.1
msrestazure==0.6.4
multidict==6.0.4
nbclassic==1.0.0
nbclient==0.9.0
nbconvert==7.12.0
nbformat==5.9.2
nest-asyncio==1.5.8
networkx==2.6.3
notebook==6.5.6
notebook_shim==0.2.3
numpy==1.26.2
nvidia-ml-py==12.535.108
oauth2client==4.1.3
oauthlib==3.2.2
opencensus==0.11.3
opencensus-context==0.1.3
opentelemetry-api==1.1.0
opentelemetry-exporter-otlp==1.1.0
opentelemetry-exporter-otlp-proto-grpc==1.1.0
opentelemetry-proto==1.1.0
opentelemetry-sdk==1.1.0
opentelemetry-semantic-conventions==0.20b0
overrides==7.4.0
packaging==21.3
pandas==1.5.3
pandocfilters==1.5.0
paramiko==2.12.0
parso==0.8.3
pathspec==0.11.2
pexpect==4.9.0
Pillow==9.2.0
pip==23.1.2
pkginfo==1.9.6
platformdirs==3.11.0
pluggy==1.0.0
portalocker==2.8.2
prometheus-client==0.17.1
prompt-toolkit==3.0.41
property-manager==3.0
proto-plus==1.23.0
protobuf==3.20.3
psutil==5.9.6
ptyprocess==0.7.0
pure-eval==0.2.2
py-spy==0.3.14
pyarrow==12.0.1
pyasn1==0.5.0
pyasn1-modules==0.3.0
pycosat==0.6.6
pycparser==2.21
pydantic==1.10.12
Pygments==2.13.0
PyJWT==2.8.0
PyNaCl==1.5.0
pyOpenSSL==23.0.0
pyparsing==3.1.1
pyrsistent==0.19.3
PySocks==1.7.1
python-dateutil==2.8.2
python-dotenv==1.0.0
python-json-logger==2.0.7
pytz==2022.7.1
PyWavelets==1.4.1
PyYAML==5.3.1
pyzmq==24.0.1
ray==2.8.1
redis==3.5.3
referencing==0.32.0
requests==2.31.0
requests-oauthlib==1.3.1
rfc3339-validator==0.1.4
rfc3986-validator==0.1.1
rich==12.6.0
rpds-py==0.13.2
rsa==4.7.2
ruamel.yaml==0.17.21
ruamel.yaml.clib==0.2.6
s3transfer==0.6.2
scikit-image==0.19.3
scipy==1.10.1
Send2Trash==1.8.2
setuptools==68.0.0
six==1.16.0
smart-open==6.2.0
smmap==5.0.1
sniffio==1.3.0
soundfile==0.12.1
soupsieve==2.5
spinners==0.0.24
stack-data==0.6.3
starlette==0.27.0
tabulate==0.9.0
tensorboardX==2.6
termcolor==2.4.0
terminado==0.10.1
tifffile==2023.7.10
tinycss2==1.2.1
tomli==2.0.1
tornado==6.4
tqdm==4.65.0
traitlets==5.14.0
typer==0.9.0
types-python-dateutil==2.8.19.14
typing_extensions==4.5.0
tzlocal==5.2
uri-template==1.3.0
uritemplate==3.0.1
urllib3==1.26.18
uvicorn==0.22.0
uvloop==0.18.0
verboselogs==1.7
virtualenv==20.21.0
watchfiles==0.19.0
wcwidth==0.2.9
webcolors==1.13
webencodings==0.5.1
websocket-client==1.7.0
websockets==11.0.3
wheel==0.37.1
widgetsnbextension==4.0.9
wrapt==1.16.0
y-py==0.6.2
yarl==1.9.2
ypy-websocket==0.8.4
zipp==3.17.0
zstandard==0.19.0

Conda Packages

_libgcc_mutex=0.1=main
_openmp_mutex=5.1=1_gnu
boltons=23.0.0=py39h06a4308_0
brotli-python=1.0.9=py39h6a678d5_7
ca-certificates=2023.08.22=h06a4308_0
conda=23.9.0=py39h06a4308_0
conda-content-trust=0.1.3=py39h06a4308_0
conda-package-handling=2.2.0=py39h06a4308_0
conda-package-streaming=0.9.0=py39h06a4308_0
flit-core=3.6.0=pyhd3eb1b0_0
idna=3.4=py39h06a4308_0
importlib_metadata=4.11.3=hd3eb1b0_0
jsonpatch=1.32=pyhd3eb1b0_0
jsonpointer=2.1=pyhd3eb1b0_0
ld_impl_linux-64=2.38=h1181459_1
libffi=3.3=he6710b0_2
libgcc-ng=11.2.0=h1234567_1
libgomp=11.2.0=h1234567_1
libstdcxx-ng=11.2.0=h1234567_1
ncurses=6.4=h6a678d5_0
openssl=1.1.1w=h7f8727e_0
pluggy=1.0.0=py39h06a4308_1
pycosat=0.6.6=py39h5eee18b_0
pycparser=2.21=pyhd3eb1b0_0
pysocks=1.7.1=py39h06a4308_0
python=3.9.15=haa1d7c7_0
readline=8.2=h5eee18b_0
requests=2.31.0=py39h06a4308_0
ruamel.yaml=0.17.21=py39h5eee18b_0
ruamel.yaml.clib=0.2.6=py39h5eee18b_1
setuptools=68.0.0=py39h06a4308_0
six=1.16.0=pyhd3eb1b0_1
sqlite=3.40.1=h5082296_0
tk=8.6.12=h1ccaba5_0
tqdm=4.65.0=py39hb070fc8_0
tzdata=2023c=h04d1e81_0
urllib3=1.26.18=py39h06a4308_0
wheel=0.37.1=pyhd3eb1b0_0
xz=5.2.10=h5eee18b_1
zlib=1.2.13=h5eee18b_0
zstandard=0.19.0=py39h5eee18b_0

Debian Packages

adduser=3.118ubuntu2
alsa-topology-conf=1.2.2-1
alsa-ucm-conf=1.2.2-1ubuntu0.13
apt=2.0.10
awscli=1.18.69-1ubuntu0.20.04.1
base-files=11ubuntu5.7
base-passwd=3.5.47
bash=5.0-6ubuntu1.2
binutils=2.34-6ubuntu1.6
binutils-common=2.34-6ubuntu1.6
binutils-x86-64-linux-gnu=2.34-6ubuntu1.6
bsdutils=1:2.34-0.1ubuntu9.4
build-essential=12.8ubuntu1.1
bzip2=1.0.8-2
ca-certificates=20230311ubuntu0.20.04.1
cmake-data=3.16.3-1ubuntu1.20.04.1
coreutils=8.30-3ubuntu2
cpp=4:9.3.0-1ubuntu2
cpp-9=9.4.0-1ubuntu1~20.04.2
cuda-cccl-11-7=11.7.91-1
cuda-command-line-tools-11-7=11.7.1-1
cuda-compat-11-7=515.105.01-1
cuda-compiler-11-7=11.7.1-1
cuda-cudart-11-7=11.7.99-1
cuda-cudart-dev-11-7=11.7.99-1
cuda-cuobjdump-11-7=11.7.91-1
cuda-cupti-11-7=11.7.101-1
cuda-cupti-dev-11-7=11.7.101-1
cuda-cuxxfilt-11-7=11.7.91-1
cuda-driver-dev-11-7=11.7.99-1
cuda-gdb-11-7=11.7.91-1
cuda-libraries-11-7=11.7.1-1
cuda-libraries-dev-11-7=11.7.1-1
cuda-memcheck-11-7=11.7.91-1
cuda-minimal-build-11-7=11.7.1-1
cuda-nsight-compute-11-7=11.7.1-1
cuda-nvcc-11-7=11.7.99-1
cuda-nvdisasm-11-7=11.7.91-1
cuda-nvml-dev-11-7=11.7.91-1
cuda-nvprof-11-7=11.7.101-1
cuda-nvprune-11-7=11.7.91-1
cuda-nvrtc-11-7=11.7.99-1
cuda-nvrtc-dev-11-7=11.7.99-1
cuda-nvtx-11-7=11.7.91-1
cuda-sanitizer-11-7=11.7.91-1
cuda-toolkit-11-7-config-common=11.7.99-1
cuda-toolkit-11-config-common=11.8.89-1
cuda-toolkit-config-common=12.3.101-1
dash=0.5.10.2-6
dbus=1.12.16-2ubuntu2.3
debconf=1.5.73
debianutils=4.9.1
diffutils=1:3.7-3
dirmngr=2.2.19-3ubuntu2.2
distro-info-data=0.43ubuntu1.14
dmsetup=2:1.02.167-1ubuntu1
docutils-common=0.16+dfsg-2
dpkg=1.19.7ubuntu3.2
dpkg-dev=1.19.7ubuntu3.2
e2fsprogs=1.45.5-2ubuntu1.1
fdisk=2.34-0.1ubuntu9.4
file=1:5.38-4
findutils=4.7.0-1ubuntu1
fontconfig=2.13.1-2ubuntu3
fontconfig-config=2.13.1-2ubuntu3
fonts-dejavu-core=2.37-1
fonts-droid-fallback=1:6.0.1r16-1.1
fonts-noto-mono=20200323-1build1~ubuntu20.04.1
fonts-urw-base35=20170801.1-3
g++=4:9.3.0-1ubuntu2
g++-9=9.4.0-1ubuntu1~20.04.2
gcc=4:9.3.0-1ubuntu2
gcc-10-base=10.5.0-1ubuntu1~20.04
gcc-9=9.4.0-1ubuntu1~20.04.2
gcc-9-base=9.4.0-1ubuntu1~20.04.2
ghostscript=9.50~dfsg-5ubuntu4.11
gir1.2-glib-2.0=1.64.1-1~ubuntu20.04.1
git=1:2.25.1-1ubuntu3.11
git-man=1:2.25.1-1ubuntu3.11
gnupg=2.2.19-3ubuntu2.2
gnupg-l10n=2.2.19-3ubuntu2.2
gnupg-utils=2.2.19-3ubuntu2.2
gnupg2=2.2.19-3ubuntu2.2
google-cloud-sdk=456.0.0-0
gpg=2.2.19-3ubuntu2.2
gpg-agent=2.2.19-3ubuntu2.2
gpg-wks-client=2.2.19-3ubuntu2.2
gpg-wks-server=2.2.19-3ubuntu2.2
gpgconf=2.2.19-3ubuntu2.2
gpgsm=2.2.19-3ubuntu2.2
gpgv=2.2.19-3ubuntu2.2
grep=3.4-1
groff=1.22.4-4build1
groff-base=1.22.4-4build1
gsfonts=1:8.11+urwcyr1.0.7~pre44-4.4
gzip=1.10-0ubuntu4.1
hicolor-icon-theme=0.17-2
hostname=3.23
imagemagick=8:6.9.10.23+dfsg-2.1ubuntu11.9
imagemagick-6-common=8:6.9.10.23+dfsg-2.1ubuntu11.9
imagemagick-6.q16=8:6.9.10.23+dfsg-2.1ubuntu11.9
init-system-helpers=1.57
keyutils=1.6-6ubuntu1.1
krb5-locales=1.17-6ubuntu4.4
less=551-1ubuntu0.1
libacl1=2.2.53-6
libapparmor1=2.13.3-7ubuntu5.3
libapt-pkg6.0=2.0.10
libargon2-1=0~20171227-0.2
libasan5=9.4.0-1ubuntu1~20.04.2
libasn1-8-heimdal=7.7.0+dfsg-1ubuntu1.4
libasound2=1.2.2-2.1ubuntu2.5
libasound2-data=1.2.2-2.1ubuntu2.5
libassuan0=2.5.3-7ubuntu2
libatomic1=10.5.0-1ubuntu1~20.04
libattr1=1:2.4.48-5
libaudit-common=1:2.8.5-2ubuntu6
libaudit1=1:2.8.5-2ubuntu6
libavahi-client3=0.7-4ubuntu7.3
libavahi-common-data=0.7-4ubuntu7.3
libavahi-common3=0.7-4ubuntu7.3
libbinutils=2.34-6ubuntu1.6
libblkid1=2.34-0.1ubuntu9.4
libbrotli1=1.0.7-6ubuntu0.1
libbsd0=0.10.0-1
libbz2-1.0=1.0.8-2
libc-bin=2.31-0ubuntu9.12
libc-dev-bin=2.31-0ubuntu9.12
libc6=2.31-0ubuntu9.12
libc6-dev=2.31-0ubuntu9.12
libcairo2=1.16.0-4ubuntu1
libcanberra0=0.30-7ubuntu1
libcap-ng0=0.7.9-2.1build1
libcap2=1:2.32-1ubuntu0.1
libcbor0.6=0.6.0-0ubuntu1
libcc1-0=10.5.0-1ubuntu1~20.04
libcom-err2=1.45.5-2ubuntu1.1
libcrypt-dev=1:4.4.10-10ubuntu4
libcrypt1=1:4.4.10-10ubuntu4
libcryptsetup12=2:2.2.2-3ubuntu2.4
libctf-nobfd0=2.34-6ubuntu1.6
libctf0=2.34-6ubuntu1.6
libcublas-11-7=11.10.3.66-1
libcublas-dev-11-7=11.10.3.66-1
libcudnn8=8.5.0.96-1+cuda11.7
libcudnn8-dev=8.5.0.96-1+cuda11.7
libcufft-11-7=10.7.2.91-1
libcufft-dev-11-7=10.7.2.91-1
libcufile-11-7=1.3.1.18-1
libcufile-dev-11-7=1.3.1.18-1
libcups2=2.3.1-9ubuntu1.6
libcurand-11-7=10.2.10.91-1
libcurand-dev-11-7=10.2.10.91-1
libcurl3-gnutls=7.68.0-1ubuntu2.20
libcusolver-11-7=11.4.0.1-1
libcusolver-dev-11-7=11.4.0.1-1
libcusparse-11-7=11.7.4.91-1
libcusparse-dev-11-7=11.7.4.91-1
libdatrie1=0.2.12-3
libdb5.3=5.3.28+dfsg1-0.6ubuntu2
libdbus-1-3=1.12.16-2ubuntu2.3
libdebconfclient0=0.251ubuntu1
libdevmapper1.02.1=2:1.02.167-1ubuntu1
libdjvulibre-text=3.5.27.1-14ubuntu0.1
libdjvulibre21=3.5.27.1-14ubuntu0.1
libdpkg-perl=1.19.7ubuntu3.2
libedit2=3.1-20191231-1
liberror-perl=0.17029-1
libevent-2.1-7=2.1.11-stable-1
libexpat1=2.2.9-1ubuntu0.6
libext2fs2=1.45.5-2ubuntu1.1
libfdisk1=2.34-0.1ubuntu9.4
libffi7=3.3-4
libfftw3-double3=3.3.8-2ubuntu1
libfido2-1=1.3.1-1ubuntu2
libfontconfig1=2.13.1-2ubuntu3
libfreetype6=2.10.1-2ubuntu0.3
libfribidi0=1.0.8-2ubuntu0.1
libgcc-9-dev=9.4.0-1ubuntu1~20.04.2
libgcc-s1=10.5.0-1ubuntu1~20.04
libgcrypt20=1.8.5-5ubuntu1.1
libgdbm-compat4=1.18.1-5
libgdbm6=1.18.1-5
libgirepository-1.0-1=1.64.1-1~ubuntu20.04.1
libglib2.0-0=2.64.6-1~ubuntu20.04.6
libglib2.0-data=2.64.6-1~ubuntu20.04.6
libgmp10=2:6.2.0+dfsg-4ubuntu0.1
libgnutls30=3.6.13-2ubuntu1.9
libgomp1=10.5.0-1ubuntu1~20.04
libgpg-error0=1.37-1
libgpm2=1.20.7-5
libgraphite2-3=1.3.13-11build1
libgs9=9.50~dfsg-5ubuntu4.11
libgs9-common=9.50~dfsg-5ubuntu4.11
libgssapi-krb5-2=1.17-6ubuntu4.4
libgssapi3-heimdal=7.7.0+dfsg-1ubuntu1.4
libharfbuzz0b=2.6.4-1ubuntu4.2
libhcrypto4-heimdal=7.7.0+dfsg-1ubuntu1.4
libheimbase1-heimdal=7.7.0+dfsg-1ubuntu1.4
libheimntlm0-heimdal=7.7.0+dfsg-1ubuntu1.4
libhogweed5=3.5.1+really3.5.1-2ubuntu0.2
libhx509-5-heimdal=7.7.0+dfsg-1ubuntu1.4
libice6=2:1.0.10-0ubuntu1
libicu66=66.1-2ubuntu2.1
libidn11=1.33-2.2ubuntu2
libidn2-0=2.2.0-2
libijs-0.35=0.35-15
libilmbase24=2.3.0-6build1
libimagequant0=2.12.2-1.1
libip4tc2=1.8.4-3ubuntu2.1
libisl22=0.22.1-1
libitm1=10.5.0-1ubuntu1~20.04
libjbig0=2.1-3.1ubuntu0.20.04.1
libjbig2dec0=0.18-1ubuntu1
libjemalloc-dev=5.2.1-1ubuntu1
libjemalloc2=5.2.1-1ubuntu1
libjpeg-turbo8=2.0.3-0ubuntu1.20.04.3
libjpeg8=8c-2ubuntu8
libjson-c4=0.13.1+dfsg-7ubuntu0.3
libk5crypto3=1.17-6ubuntu4.4
libkeyutils1=1.6-6ubuntu1.1
libkmod2=27-1ubuntu2.1
libkrb5-26-heimdal=7.7.0+dfsg-1ubuntu1.4
libkrb5-3=1.17-6ubuntu4.4
libkrb5support0=1.17-6ubuntu4.4
libksba8=1.3.5-2ubuntu0.20.04.2
liblcms2-2=2.9-4
libldap-2.4-2=2.4.49+dfsg-2ubuntu1.9
libldap-common=2.4.49+dfsg-2ubuntu1.9
liblqr-1-0=0.4.2-2.1
liblsan0=10.5.0-1ubuntu1~20.04
libltdl7=2.4.6-14
liblz4-1=1.9.2-2ubuntu0.20.04.1
liblzma5=5.2.4-1ubuntu1.1
libmagic-mgc=1:5.38-4
libmagic1=1:5.38-4
libmagickcore-6.q16-6=8:6.9.10.23+dfsg-2.1ubuntu11.9
libmagickcore-6.q16-6-extra=8:6.9.10.23+dfsg-2.1ubuntu11.9
libmagickwand-6.q16-6=8:6.9.10.23+dfsg-2.1ubuntu11.9
libmount1=2.34-0.1ubuntu9.4
libmpc3=1.1.0-1
libmpdec2=2.4.2-3
libmpfr6=4.0.2-1
libnccl-dev=2.13.4-1+cuda11.7
libnccl2=2.13.4-1+cuda11.7
libncurses6=6.2-0ubuntu2.1
libncursesw5=6.2-0ubuntu2.1
libncursesw6=6.2-0ubuntu2.1
libnetpbm10=2:10.0-15.3build1
libnettle7=3.5.1+really3.5.1-2ubuntu0.2
libnfsidmap2=0.25-5.1ubuntu1
libnghttp2-14=1.40.0-1ubuntu0.2
libnpp-11-7=11.7.4.75-1
libnpp-dev-11-7=11.7.4.75-1
libnpth0=1.6-1
libnss-systemd=245.4-4ubuntu3.22
libnvjpeg-11-7=11.8.0.2-1
libnvjpeg-dev-11-7=11.8.0.2-1
libogg0=1.3.4-0ubuntu1
libopenexr24=2.3.0-6ubuntu0.5
libopenjp2-7=2.3.1-1ubuntu4.20.04.1
libp11-kit0=0.23.20-1ubuntu0.1
libpam-modules=1.3.1-5ubuntu4.6
libpam-modules-bin=1.3.1-5ubuntu4.6
libpam-runtime=1.3.1-5ubuntu4.6
libpam-systemd=245.4-4ubuntu3.22
libpam0g=1.3.1-5ubuntu4.6
libpango-1.0-0=1.44.7-2ubuntu4
libpangocairo-1.0-0=1.44.7-2ubuntu4
libpangoft2-1.0-0=1.44.7-2ubuntu4
libpaper-utils=1.1.28
libpaper1=1.1.28
libpcre2-8-0=10.34-7ubuntu0.1
libpcre3=2:8.39-12ubuntu0.1
libperl5.30=5.30.0-9ubuntu0.5
libpixman-1-0=0.38.4-0ubuntu2.1
libpng16-16=1.6.37-2
libpopt0=1.16-14
libprocps8=2:3.3.16-1ubuntu2.4
libpsl5=0.21.0-1ubuntu1
libpython3-stdlib=3.8.2-0ubuntu2
libpython3.8=3.8.10-0ubuntu1~20.04.9
libpython3.8-minimal=3.8.10-0ubuntu1~20.04.9
libpython3.8-stdlib=3.8.10-0ubuntu1~20.04.9
libquadmath0=10.5.0-1ubuntu1~20.04
libreadline8=8.0-4
libroken18-heimdal=7.7.0+dfsg-1ubuntu1.4
librtmp1=2.4+20151223.gitfa8646d.1-2build1
libsasl2-2=2.1.27+dfsg-2ubuntu0.1
libsasl2-modules-db=2.1.27+dfsg-2ubuntu0.1
libseccomp2=2.5.1-1ubuntu1~20.04.2
libselinux1=3.0-1build2
libsemanage-common=3.0-1build2
libsemanage1=3.0-1build2
libsepol1=3.0-1ubuntu0.1
libsm6=2:1.2.3-1
libsmartcols1=2.34-0.1ubuntu9.4
libsqlite3-0=3.31.1-4ubuntu0.5
libss2=1.45.5-2ubuntu1.1
libssh-4=0.9.3-2ubuntu2.3
libssl1.1=1.1.1f-1ubuntu2.20
libstdc++-9-dev=9.4.0-1ubuntu1~20.04.2
libstdc++6=10.5.0-1ubuntu1~20.04
libsystemd0=245.4-4ubuntu3.22
libtasn1-6=4.16.0-2
libtdb1=1.4.5-0ubuntu0.20.04.1
libthai-data=0.1.28-3
libthai0=0.1.28-3
libtiff5=4.1.0+git191117-2ubuntu0.20.04.11
libtinfo5=6.2-0ubuntu2.1
libtinfo6=6.2-0ubuntu2.1
libtirpc-common=1.2.5-1ubuntu0.1
libtirpc3=1.2.5-1ubuntu0.1
libtsan0=10.5.0-1ubuntu1~20.04
libubsan1=10.5.0-1ubuntu1~20.04
libuchardet0=0.0.6-3build1
libudev1=245.4-4ubuntu3.22
libunistring2=0.9.10-2
libutempter0=1.1.6-4
libuuid1=2.34-0.1ubuntu9.4
libvorbis0a=1.3.6-2ubuntu1
libvorbisfile3=1.3.6-2ubuntu1
libwebp6=0.6.1-2ubuntu0.20.04.3
libwebpdemux2=0.6.1-2ubuntu0.20.04.3
libwebpmux3=0.6.1-2ubuntu0.20.04.3
libwind0-heimdal=7.7.0+dfsg-1ubuntu1.4
libwmf0.2-7=0.2.8.4-17ubuntu1
libwrap0=7.6.q-30
libx11-6=2:1.6.9-2ubuntu1.6
libx11-data=2:1.6.9-2ubuntu1.6
libxau6=1:1.0.9-0ubuntu1
libxaw7=2:1.0.13-1
libxcb-render0=1.14-2
libxcb-shm0=1.14-2
libxcb1=1.14-2
libxdmcp6=1:1.1.3-0ubuntu1
libxext6=2:1.3.4-0ubuntu1
libxml2=2.9.10+dfsg-5ubuntu0.20.04.6
libxmu6=2:1.1.3-0ubuntu1
libxmuu1=2:1.1.3-0ubuntu1
libxpm4=1:3.5.12-1ubuntu0.20.04.2
libxrender1=1:0.9.10-1
libxt6=1:1.1.5-1
libyaml-0-2=0.2.2-1
libzstd1=1.4.4+dfsg-3ubuntu0.1
linux-libc-dev=5.4.0-167.184
login=1:4.8.1-1ubuntu5.20.04.4
logsave=1.45.5-2ubuntu1.1
lsb-base=11.1.0ubuntu2
lsb-release=11.1.0ubuntu2
make=4.2.1-1.2
mawk=1.3.4.20200120-2
mime-support=3.64ubuntu1
mount=2.34-0.1ubuntu9.4
ncurses-base=6.2-0ubuntu2.1
ncurses-bin=6.2-0ubuntu2.1
ncurses-term=6.2-0ubuntu2.1
netbase=6.1
netpbm=2:10.0-15.3build1
networkd-dispatcher=2.1-2~ubuntu20.04.3
nfs-common=1:1.3.4-2.5ubuntu3.5
nsight-compute-2022.2.1=2022.2.1.3-1
openssh-client=1:8.2p1-4ubuntu0.9
openssh-server=1:8.2p1-4ubuntu0.9
openssh-sftp-server=1:8.2p1-4ubuntu0.9
openssl=1.1.1f-1ubuntu2.20
passwd=1:4.8.1-1ubuntu5.20.04.4
patch=2.7.6-6
perl=5.30.0-9ubuntu0.5
perl-base=5.30.0-9ubuntu0.5
perl-modules-5.30=5.30.0-9ubuntu0.5
pinentry-curses=1.1.0-3build1
poppler-data=0.4.9-2
procps=2:3.3.16-1ubuntu2.4
psutils=1.17.dfsg-4
publicsuffix=20200303.0012-1
python3=3.8.2-0ubuntu2
python3-botocore=1.16.19+repack-1ubuntu0.20.04.1
python3-certifi=2019.11.28-1
python3-chardet=3.0.4-4build1
python3-colorama=0.4.3-1build1
python3-dateutil=2.7.3-3ubuntu1
python3-dbus=1.2.16-1build1
python3-distro=1.4.0-1
python3-docutils=0.16+dfsg-2
python3-gi=3.36.0-1
python3-idna=2.8-1
python3-jmespath=0.9.4-2ubuntu1
python3-minimal=3.8.2-0ubuntu2
python3-olefile=0.46-2
python3-pil=7.0.0-4ubuntu0.7
python3-pkg-resources=45.2.0-1ubuntu0.1
python3-pyasn1=0.4.2-3build1
python3-pygments=2.3.1+dfsg-1ubuntu2.2
python3-requests=2.22.0-2ubuntu1.1
python3-roman=2.0.0-3build1
python3-rsa=4.0-3
python3-s3transfer=0.3.3-1
python3-six=1.14.0-2
python3-urllib3=1.25.8-2ubuntu0.3
python3-yaml=5.3.1-1ubuntu0.1
python3.8=3.8.10-0ubuntu1~20.04.9
python3.8-minimal=3.8.10-0ubuntu1~20.04.9
readline-common=8.0-4
rpcbind=1.2.5-8
rsync=3.1.3-8ubuntu0.7
screen=4.8.0-1ubuntu0.1
sed=4.7-1
sensible-utils=0.0.12+nmu1
sgml-base=1.29.1
shared-mime-info=1.15-1
sound-theme-freedesktop=0.8-2ubuntu1
ssh=1:8.2p1-4ubuntu0.9
ssh-import-id=5.10-0ubuntu1
sudo=1.8.31-1ubuntu1.5
supervisor=4.1.0-1ubuntu1
systemd=245.4-4ubuntu3.22
systemd-sysv=245.4-4ubuntu3.22
systemd-timesyncd=245.4-4ubuntu3.22
sysvinit-utils=2.96-2.1ubuntu1
tar=1.30+dfsg-7ubuntu0.20.04.3
tmux=3.0a-2ubuntu0.4
tzdata=2023c-0ubuntu0.20.04.2
ubuntu-keyring=2020.02.11.4
ucf=3.0038+nmu1
unzip=6.0-25ubuntu1.1
util-linux=2.34-0.1ubuntu9.4
vim=2:8.1.2269-1ubuntu5.20
vim-common=2:8.1.2269-1ubuntu5.20
vim-runtime=2:8.1.2269-1ubuntu5.20
wget=1.20.3-1ubuntu2
x11-common=1:7.7+19ubuntu14
xauth=1:1.1-0ubuntu1
xdg-user-dirs=0.17-2ubuntu1
xml-core=0.18+nmu1
xxd=2:8.1.2269-1ubuntu5.20
xz-utils=5.2.4-1ubuntu1.1
zip=3.0-11build1
zlib1g=1:1.2.11.dfsg-2ubuntu1.5
zsh=5.8-3ubuntu1.1
zsh-common=5.8-3ubuntu1.1

Ray 2.8.1, CUDA version 11.6 optimized

The base image anyscale/ray:2.8.1-py39-cu116 contains the following packages:

Pip Packages

adal==1.2.7
aiofiles==22.1.0
aiohttp==3.8.6
aiohttp-cors==0.7.0
aiorwlock==1.3.0
aiosignal==1.3.1
aiosqlite==0.19.0
anyio==3.7.1
anyscale==0.5.163
applicationinsights==0.11.10
argcomplete==1.12.3
argon2-cffi==23.1.0
argon2-cffi-bindings==21.2.0
arrow==1.3.0
asttokens==2.4.1
async-timeout==4.0.3
attrs==23.1.0
awscli==1.27.105
awscliv2==2.2.0
azure-cli-core==2.40.0
azure-cli-telemetry==1.0.8
azure-common==1.1.28
azure-core==1.29.5
azure-identity==1.10.0
azure-mgmt-compute==23.1.0
azure-mgmt-core==1.4.0
azure-mgmt-network==19.0.0
azure-mgmt-resource==20.0.0
Babel==2.13.1
backoff==1.10.0
bcrypt==4.1.1
beautifulsoup4==4.12.2
bleach==6.1.0
blessed==1.20.0
boltons==23.0.0
boto3==1.26.76
botocore==1.29.105
Brotli==1.0.9
cachetools==5.3.1
certifi==2023.7.22
cffi==1.16.0
charset-normalizer==3.3.0
click==8.1.7
cloudpickle==2.2.0
colorama==0.4.4
coloredlogs==15.0.1
colorful==0.5.5
comm==0.2.0
commonmark==0.9.1
conda==23.9.0
conda-content-trust==0.1.3
conda-package-handling==2.2.0
conda_package_streaming==0.9.0
cryptography==38.0.1
Cython==0.29.32
debugpy==1.8.0
decorator==5.1.1
defusedxml==0.7.1
distlib==0.3.7
dm-tree==0.1.8
docutils==0.16
entrypoints==0.4
exceptiongroup==1.1.3
executing==2.0.1
executor==23.2
Farama-Notifications==0.0.4
fastapi==0.99.1
fasteners==0.19
fastjsonschema==2.19.0
filelock==3.12.4
flatbuffers==23.5.26
flit_core==3.6.0
fqdn==1.5.1
frozenlist==1.4.0
fsspec==2023.5.0
gitdb==4.0.11
GitPython==3.1.40
google-api-core==2.12.0
google-api-python-client==1.7.8
google-auth==2.23.4
google-auth-httplib2==0.1.1
google-cloud-common==1.3.0
google-cloud-compute==1.15.0
google-cloud-core==2.4.1
google-cloud-filestore==1.8.0
google-cloud-redis==2.14.0
google-cloud-resource-manager==1.11.0
google-cloud-secret-manager==2.17.0
google-cloud-storage==2.13.0
google-crc32c==1.5.0
google-oauth==1.0.1
google-resumable-media==2.6.0
googleapis-common-protos==1.61.0
gpustat==1.1.1
grpc-google-iam-v1==0.13.0
grpcio==1.60.0
grpcio-status==1.48.2
grpcio-tools==1.60.0
gymnasium==0.28.1
h11==0.12.0
halo==0.0.31
httplib2==0.22.0
httptools==0.6.1
humanfriendly==10.0
humanize==4.9.0
idna==3.4
imageio==2.31.1
importlib-metadata==4.10.0
importlib-resources==6.1.1
ipykernel==6.27.1
ipython==8.18.1
ipython-genutils==0.2.0
ipywidgets==8.0.6
isodate==0.6.1
isoduration==20.11.0
jax-jumpy==1.0.0
jedi==0.19.1
Jinja2==3.1.2
jmespath==1.0.1
json5==0.9.14
jsonpatch==1.32
jsonpointer==2.1
jsonschema==4.20.0
jsonschema-specifications==2023.11.2
jupyter_client==7.4.9
jupyter_core==5.5.0
jupyter-events==0.9.0
jupyter_server==2.12.1
jupyter_server_fileid==0.9.0
jupyter_server_terminals==0.4.4
jupyter_server_ydoc==0.6.1
jupyter-ydoc==0.2.5
jupyterlab==3.6.1
jupyterlab_pygments==0.3.0
jupyterlab_server==2.25.2
jupyterlab-widgets==3.0.9
knack==0.10.1
log-symbols==0.0.14
lz4==4.3.2
MarkupSafe==2.1.3
matplotlib-inline==0.1.6
mistune==3.0.2
msal==1.18.0b1
msal-extensions==1.0.0
msgpack==1.0.7
msrest==0.7.1
msrestazure==0.6.4
multidict==6.0.4
nbclassic==1.0.0
nbclient==0.9.0
nbconvert==7.12.0
nbformat==5.9.2
nest-asyncio==1.5.8
networkx==2.6.3
notebook==6.5.6
notebook_shim==0.2.3
numpy==1.26.2
nvidia-ml-py==12.535.108
oauth2client==4.1.3
oauthlib==3.2.2
opencensus==0.11.3
opencensus-context==0.1.3
opentelemetry-api==1.1.0
opentelemetry-exporter-otlp==1.1.0
opentelemetry-exporter-otlp-proto-grpc==1.1.0
opentelemetry-proto==1.1.0
opentelemetry-sdk==1.1.0
opentelemetry-semantic-conventions==0.20b0
overrides==7.4.0
packaging==21.3
pandas==1.5.3
pandocfilters==1.5.0
paramiko==2.12.0
parso==0.8.3
pathspec==0.11.2
pexpect==4.9.0
Pillow==9.2.0
pip==23.1.2
pkginfo==1.9.6
platformdirs==3.11.0
pluggy==1.0.0
portalocker==2.8.2
prometheus-client==0.17.1
prompt-toolkit==3.0.41
property-manager==3.0
proto-plus==1.23.0
protobuf==3.20.3
psutil==5.9.6
ptyprocess==0.7.0
pure-eval==0.2.2
py-spy==0.3.14
pyarrow==12.0.1
pyasn1==0.5.0
pyasn1-modules==0.3.0
pycosat==0.6.6
pycparser==2.21
pydantic==1.10.12
Pygments==2.13.0
PyJWT==2.8.0
PyNaCl==1.5.0
pyOpenSSL==23.0.0
pyparsing==3.1.1
pyrsistent==0.19.3
PySocks==1.7.1
python-dateutil==2.8.2
python-dotenv==1.0.0
python-json-logger==2.0.7
pytz==2022.7.1
PyWavelets==1.4.1
PyYAML==5.3.1
pyzmq==24.0.1
ray==2.8.1
redis==3.5.3
referencing==0.32.0
requests==2.31.0
requests-oauthlib==1.3.1
rfc3339-validator==0.1.4
rfc3986-validator==0.1.1
rich==12.6.0
rpds-py==0.13.2
rsa==4.7.2
ruamel.yaml==0.17.21
ruamel.yaml.clib==0.2.6
s3transfer==0.6.2
scikit-image==0.19.3
scipy==1.10.1
Send2Trash==1.8.2
setuptools==68.0.0
six==1.16.0
smart-open==6.2.0
smmap==5.0.1
sniffio==1.3.0
soundfile==0.12.1
soupsieve==2.5
spinners==0.0.24
stack-data==0.6.3
starlette==0.27.0
tabulate==0.9.0
tensorboardX==2.6
termcolor==2.4.0
terminado==0.10.1
tifffile==2023.7.10
tinycss2==1.2.1
tomli==2.0.1
tornado==6.4
tqdm==4.65.0
traitlets==5.14.0
typer==0.9.0
types-python-dateutil==2.8.19.14
typing_extensions==4.5.0
tzlocal==5.2
uri-template==1.3.0
uritemplate==3.0.1
urllib3==1.26.18
uvicorn==0.22.0
uvloop==0.18.0
verboselogs==1.7
virtualenv==20.21.0
watchfiles==0.19.0
wcwidth==0.2.9
webcolors==1.13
webencodings==0.5.1
websocket-client==1.7.0
websockets==11.0.3
wheel==0.37.1
widgetsnbextension==4.0.9
wrapt==1.16.0
y-py==0.6.2
yarl==1.9.2
ypy-websocket==0.8.4
zipp==3.17.0
zstandard==0.19.0

Conda Packages

_libgcc_mutex=0.1=main
_openmp_mutex=5.1=1_gnu
boltons=23.0.0=py39h06a4308_0
brotli-python=1.0.9=py39h6a678d5_7
ca-certificates=2023.08.22=h06a4308_0
conda=23.9.0=py39h06a4308_0
conda-content-trust=0.1.3=py39h06a4308_0
conda-package-handling=2.2.0=py39h06a4308_0
conda-package-streaming=0.9.0=py39h06a4308_0
flit-core=3.6.0=pyhd3eb1b0_0
idna=3.4=py39h06a4308_0
importlib_metadata=4.11.3=hd3eb1b0_0
jsonpatch=1.32=pyhd3eb1b0_0
jsonpointer=2.1=pyhd3eb1b0_0
ld_impl_linux-64=2.38=h1181459_1
libffi=3.3=he6710b0_2
libgcc-ng=11.2.0=h1234567_1
libgomp=11.2.0=h1234567_1
libstdcxx-ng=11.2.0=h1234567_1
ncurses=6.4=h6a678d5_0
openssl=1.1.1w=h7f8727e_0
pluggy=1.0.0=py39h06a4308_1
pycosat=0.6.6=py39h5eee18b_0
pycparser=2.21=pyhd3eb1b0_0
pysocks=1.7.1=py39h06a4308_0
python=3.9.15=haa1d7c7_0
readline=8.2=h5eee18b_0
requests=2.31.0=py39h06a4308_0
ruamel.yaml=0.17.21=py39h5eee18b_0
ruamel.yaml.clib=0.2.6=py39h5eee18b_1
setuptools=68.0.0=py39h06a4308_0
six=1.16.0=pyhd3eb1b0_1
sqlite=3.40.1=h5082296_0
tk=8.6.12=h1ccaba5_0
tqdm=4.65.0=py39hb070fc8_0
tzdata=2023c=h04d1e81_0
urllib3=1.26.18=py39h06a4308_0
wheel=0.37.1=pyhd3eb1b0_0
xz=5.2.10=h5eee18b_1
zlib=1.2.13=h5eee18b_0
zstandard=0.19.0=py39h5eee18b_0

Debian Packages

adduser=3.118ubuntu2
alsa-topology-conf=1.2.2-1
alsa-ucm-conf=1.2.2-1ubuntu0.13
apt=2.0.10
awscli=1.18.69-1ubuntu0.20.04.1
base-files=11ubuntu5.7
base-passwd=3.5.47
bash=5.0-6ubuntu1.2
binutils=2.34-6ubuntu1.6
binutils-common=2.34-6ubuntu1.6
binutils-x86-64-linux-gnu=2.34-6ubuntu1.6
bsdutils=1:2.34-0.1ubuntu9.4
build-essential=12.8ubuntu1.1
bzip2=1.0.8-2
ca-certificates=20230311ubuntu0.20.04.1
cmake-data=3.16.3-1ubuntu1.20.04.1
coreutils=8.30-3ubuntu2
cpp=4:9.3.0-1ubuntu2
cpp-9=9.4.0-1ubuntu1~20.04.2
cuda-cccl-11-6=11.6.55-1
cuda-command-line-tools-11-6=11.6.2-1
cuda-compat-11-6=510.108.03-1
cuda-compiler-11-6=11.6.2-1
cuda-cudart-11-6=11.6.55-1
cuda-cudart-dev-11-6=11.6.55-1
cuda-cuobjdump-11-6=11.6.124-1
cuda-cupti-11-6=11.6.124-1
cuda-cupti-dev-11-6=11.6.124-1
cuda-cuxxfilt-11-6=11.6.124-1
cuda-driver-dev-11-6=11.6.55-1
cuda-gdb-11-6=11.6.124-1
cuda-libraries-11-6=11.6.2-1
cuda-libraries-dev-11-6=11.6.2-1
cuda-memcheck-11-6=11.6.124-1
cuda-minimal-build-11-6=11.6.2-1
cuda-nsight-compute-11-6=11.6.2-1
cuda-nvcc-11-6=11.6.124-1
cuda-nvdisasm-11-6=11.6.124-1
cuda-nvml-dev-11-6=11.6.55-1
cuda-nvprof-11-6=11.6.124-1
cuda-nvprune-11-6=11.6.124-1
cuda-nvrtc-11-6=11.6.124-1
cuda-nvrtc-dev-11-6=11.6.124-1
cuda-nvtx-11-6=11.6.124-1
cuda-sanitizer-11-6=11.6.124-1
cuda-toolkit-11-6-config-common=11.6.55-1
cuda-toolkit-11-config-common=11.8.89-1
cuda-toolkit-config-common=12.3.101-1
dash=0.5.10.2-6
dbus=1.12.16-2ubuntu2.3
debconf=1.5.73
debianutils=4.9.1
diffutils=1:3.7-3
dirmngr=2.2.19-3ubuntu2.2
distro-info-data=0.43ubuntu1.14
dmsetup=2:1.02.167-1ubuntu1
docutils-common=0.16+dfsg-2
dpkg=1.19.7ubuntu3.2
dpkg-dev=1.19.7ubuntu3.2
e2fsprogs=1.45.5-2ubuntu1.1
fdisk=2.34-0.1ubuntu9.4
file=1:5.38-4
findutils=4.7.0-1ubuntu1
fontconfig=2.13.1-2ubuntu3
fontconfig-config=2.13.1-2ubuntu3
fonts-dejavu-core=2.37-1
fonts-droid-fallback=1:6.0.1r16-1.1
fonts-noto-mono=20200323-1build1~ubuntu20.04.1
fonts-urw-base35=20170801.1-3
g++=4:9.3.0-1ubuntu2
g++-9=9.4.0-1ubuntu1~20.04.2
gcc=4:9.3.0-1ubuntu2
gcc-10-base=10.5.0-1ubuntu1~20.04
gcc-9=9.4.0-1ubuntu1~20.04.2
gcc-9-base=9.4.0-1ubuntu1~20.04.2
ghostscript=9.50~dfsg-5ubuntu4.11
gir1.2-glib-2.0=1.64.1-1~ubuntu20.04.1
git=1:2.25.1-1ubuntu3.11
git-man=1:2.25.1-1ubuntu3.11
gnupg=2.2.19-3ubuntu2.2
gnupg-l10n=2.2.19-3ubuntu2.2
gnupg-utils=2.2.19-3ubuntu2.2
gnupg2=2.2.19-3ubuntu2.2
google-cloud-sdk=456.0.0-0
gpg=2.2.19-3ubuntu2.2
gpg-agent=2.2.19-3ubuntu2.2
gpg-wks-client=2.2.19-3ubuntu2.2
gpg-wks-server=2.2.19-3ubuntu2.2
gpgconf=2.2.19-3ubuntu2.2
gpgsm=2.2.19-3ubuntu2.2
gpgv=2.2.19-3ubuntu2.2
grep=3.4-1
groff=1.22.4-4build1
groff-base=1.22.4-4build1
gsfonts=1:8.11+urwcyr1.0.7~pre44-4.4
gzip=1.10-0ubuntu4.1
hicolor-icon-theme=0.17-2
hostname=3.23
imagemagick=8:6.9.10.23+dfsg-2.1ubuntu11.9
imagemagick-6-common=8:6.9.10.23+dfsg-2.1ubuntu11.9
imagemagick-6.q16=8:6.9.10.23+dfsg-2.1ubuntu11.9
init-system-helpers=1.57
keyutils=1.6-6ubuntu1.1
krb5-locales=1.17-6ubuntu4.4
less=551-1ubuntu0.1
libacl1=2.2.53-6
libapparmor1=2.13.3-7ubuntu5.3
libapt-pkg6.0=2.0.10
libargon2-1=0~20171227-0.2
libasan5=9.4.0-1ubuntu1~20.04.2
libasn1-8-heimdal=7.7.0+dfsg-1ubuntu1.4
libasound2=1.2.2-2.1ubuntu2.5
libasound2-data=1.2.2-2.1ubuntu2.5
libassuan0=2.5.3-7ubuntu2
libatomic1=10.5.0-1ubuntu1~20.04
libattr1=1:2.4.48-5
libaudit-common=1:2.8.5-2ubuntu6
libaudit1=1:2.8.5-2ubuntu6
libavahi-client3=0.7-4ubuntu7.3
libavahi-common-data=0.7-4ubuntu7.3
libavahi-common3=0.7-4ubuntu7.3
libbinutils=2.34-6ubuntu1.6
libblkid1=2.34-0.1ubuntu9.4
libbrotli1=1.0.7-6ubuntu0.1
libbsd0=0.10.0-1
libbz2-1.0=1.0.8-2
libc-bin=2.31-0ubuntu9.12
libc-dev-bin=2.31-0ubuntu9.12
libc6=2.31-0ubuntu9.12
libc6-dev=2.31-0ubuntu9.12
libcairo2=1.16.0-4ubuntu1
libcanberra0=0.30-7ubuntu1
libcap-ng0=0.7.9-2.1build1
libcap2=1:2.32-1ubuntu0.1
libcbor0.6=0.6.0-0ubuntu1
libcc1-0=10.5.0-1ubuntu1~20.04
libcom-err2=1.45.5-2ubuntu1.1
libcrypt-dev=1:4.4.10-10ubuntu4
libcrypt1=1:4.4.10-10ubuntu4
libcryptsetup12=2:2.2.2-3ubuntu2.4
libctf-nobfd0=2.34-6ubuntu1.6
libctf0=2.34-6ubuntu1.6
libcublas-11-6=11.9.2.110-1
libcublas-dev-11-6=11.9.2.110-1
libcudnn8=8.4.0.27-1+cuda11.6
libcudnn8-dev=8.4.0.27-1+cuda11.6
libcufft-11-6=10.7.2.124-1
libcufft-dev-11-6=10.7.2.124-1
libcufile-11-6=1.2.1.4-1
libcufile-dev-11-6=1.2.1.4-1
libcups2=2.3.1-9ubuntu1.6
libcurand-11-6=10.2.9.124-1
libcurand-dev-11-6=10.2.9.124-1
libcurl3-gnutls=7.68.0-1ubuntu2.20
libcusolver-11-6=11.3.4.124-1
libcusolver-dev-11-6=11.3.4.124-1
libcusparse-11-6=11.7.2.124-1
libcusparse-dev-11-6=11.7.2.124-1
libdatrie1=0.2.12-3
libdb5.3=5.3.28+dfsg1-0.6ubuntu2
libdbus-1-3=1.12.16-2ubuntu2.3
libdebconfclient0=0.251ubuntu1
libdevmapper1.02.1=2:1.02.167-1ubuntu1
libdjvulibre-text=3.5.27.1-14ubuntu0.1
libdjvulibre21=3.5.27.1-14ubuntu0.1
libdpkg-perl=1.19.7ubuntu3.2
libedit2=3.1-20191231-1
liberror-perl=0.17029-1
libevent-2.1-7=2.1.11-stable-1
libexpat1=2.2.9-1ubuntu0.6
libext2fs2=1.45.5-2ubuntu1.1
libfdisk1=2.34-0.1ubuntu9.4
libffi7=3.3-4
libfftw3-double3=3.3.8-2ubuntu1
libfido2-1=1.3.1-1ubuntu2
libfontconfig1=2.13.1-2ubuntu3
libfreetype6=2.10.1-2ubuntu0.3
libfribidi0=1.0.8-2ubuntu0.1
libgcc-9-dev=9.4.0-1ubuntu1~20.04.2
libgcc-s1=10.5.0-1ubuntu1~20.04
libgcrypt20=1.8.5-5ubuntu1.1
libgdbm-compat4=1.18.1-5
libgdbm6=1.18.1-5
libgirepository-1.0-1=1.64.1-1~ubuntu20.04.1
libglib2.0-0=2.64.6-1~ubuntu20.04.6
libglib2.0-data=2.64.6-1~ubuntu20.04.6
libgmp10=2:6.2.0+dfsg-4ubuntu0.1
libgnutls30=3.6.13-2ubuntu1.9
libgomp1=10.5.0-1ubuntu1~20.04
libgpg-error0=1.37-1
libgpm2=1.20.7-5
libgraphite2-3=1.3.13-11build1
libgs9=9.50~dfsg-5ubuntu4.11
libgs9-common=9.50~dfsg-5ubuntu4.11
libgssapi-krb5-2=1.17-6ubuntu4.4
libgssapi3-heimdal=7.7.0+dfsg-1ubuntu1.4
libharfbuzz0b=2.6.4-1ubuntu4.2
libhcrypto4-heimdal=7.7.0+dfsg-1ubuntu1.4
libheimbase1-heimdal=7.7.0+dfsg-1ubuntu1.4
libheimntlm0-heimdal=7.7.0+dfsg-1ubuntu1.4
libhogweed5=3.5.1+really3.5.1-2ubuntu0.2
libhx509-5-heimdal=7.7.0+dfsg-1ubuntu1.4
libice6=2:1.0.10-0ubuntu1
libicu66=66.1-2ubuntu2.1
libidn11=1.33-2.2ubuntu2
libidn2-0=2.2.0-2
libijs-0.35=0.35-15
libilmbase24=2.3.0-6build1
libimagequant0=2.12.2-1.1
libip4tc2=1.8.4-3ubuntu2.1
libisl22=0.22.1-1
libitm1=10.5.0-1ubuntu1~20.04
libjbig0=2.1-3.1ubuntu0.20.04.1
libjbig2dec0=0.18-1ubuntu1
libjemalloc-dev=5.2.1-1ubuntu1
libjemalloc2=5.2.1-1ubuntu1
libjpeg-turbo8=2.0.3-0ubuntu1.20.04.3
libjpeg8=8c-2ubuntu8
libjson-c4=0.13.1+dfsg-7ubuntu0.3
libk5crypto3=1.17-6ubuntu4.4
libkeyutils1=1.6-6ubuntu1.1
libkmod2=27-1ubuntu2.1
libkrb5-26-heimdal=7.7.0+dfsg-1ubuntu1.4
libkrb5-3=1.17-6ubuntu4.4
libkrb5support0=1.17-6ubuntu4.4
libksba8=1.3.5-2ubuntu0.20.04.2
liblcms2-2=2.9-4
libldap-2.4-2=2.4.49+dfsg-2ubuntu1.9
libldap-common=2.4.49+dfsg-2ubuntu1.9
liblqr-1-0=0.4.2-2.1
liblsan0=10.5.0-1ubuntu1~20.04
libltdl7=2.4.6-14
liblz4-1=1.9.2-2ubuntu0.20.04.1
liblzma5=5.2.4-1ubuntu1.1
libmagic-mgc=1:5.38-4
libmagic1=1:5.38-4
libmagickcore-6.q16-6=8:6.9.10.23+dfsg-2.1ubuntu11.9
libmagickcore-6.q16-6-extra=8:6.9.10.23+dfsg-2.1ubuntu11.9
libmagickwand-6.q16-6=8:6.9.10.23+dfsg-2.1ubuntu11.9
libmount1=2.34-0.1ubuntu9.4
libmpc3=1.1.0-1
libmpdec2=2.4.2-3
libmpfr6=4.0.2-1
libnccl-dev=2.12.10-1+cuda11.6
libnccl2=2.12.10-1+cuda11.6
libncurses6=6.2-0ubuntu2.1
libncursesw5=6.2-0ubuntu2.1
libncursesw6=6.2-0ubuntu2.1
libnetpbm10=2:10.0-15.3build1
libnettle7=3.5.1+really3.5.1-2ubuntu0.2
libnfsidmap2=0.25-5.1ubuntu1
libnghttp2-14=1.40.0-1ubuntu0.2
libnpp-11-6=11.6.3.124-1
libnpp-dev-11-6=11.6.3.124-1
libnpth0=1.6-1
libnss-systemd=245.4-4ubuntu3.22
libnvjpeg-11-6=11.6.2.124-1
libnvjpeg-dev-11-6=11.6.2.124-1
libogg0=1.3.4-0ubuntu1
libopenexr24=2.3.0-6ubuntu0.5
libopenjp2-7=2.3.1-1ubuntu4.20.04.1
libp11-kit0=0.23.20-1ubuntu0.1
libpam-modules=1.3.1-5ubuntu4.6
libpam-modules-bin=1.3.1-5ubuntu4.6
libpam-runtime=1.3.1-5ubuntu4.6
libpam-systemd=245.4-4ubuntu3.22
libpam0g=1.3.1-5ubuntu4.6
libpango-1.0-0=1.44.7-2ubuntu4
libpangocairo-1.0-0=1.44.7-2ubuntu4
libpangoft2-1.0-0=1.44.7-2ubuntu4
libpaper-utils=1.1.28
libpaper1=1.1.28
libpcre2-8-0=10.34-7ubuntu0.1
libpcre3=2:8.39-12ubuntu0.1
libperl5.30=5.30.0-9ubuntu0.5
libpixman-1-0=0.38.4-0ubuntu2.1
libpng16-16=1.6.37-2
libpopt0=1.16-14
libprocps8=2:3.3.16-1ubuntu2.4
libpsl5=0.21.0-1ubuntu1
libpython3-stdlib=3.8.2-0ubuntu2
libpython3.8=3.8.10-0ubuntu1~20.04.9
libpython3.8-minimal=3.8.10-0ubuntu1~20.04.9
libpython3.8-stdlib=3.8.10-0ubuntu1~20.04.9
libquadmath0=10.5.0-1ubuntu1~20.04
libreadline8=8.0-4
libroken18-heimdal=7.7.0+dfsg-1ubuntu1.4
librtmp1=2.4+20151223.gitfa8646d.1-2build1
libsasl2-2=2.1.27+dfsg-2ubuntu0.1
libsasl2-modules-db=2.1.27+dfsg-2ubuntu0.1
libseccomp2=2.5.1-1ubuntu1~20.04.2
libselinux1=3.0-1build2
libsemanage-common=3.0-1build2
libsemanage1=3.0-1build2
libsepol1=3.0-1ubuntu0.1
libsm6=2:1.2.3-1
libsmartcols1=2.34-0.1ubuntu9.4
libsqlite3-0=3.31.1-4ubuntu0.5
libss2=1.45.5-2ubuntu1.1
libssh-4=0.9.3-2ubuntu2.3
libssl1.1=1.1.1f-1ubuntu2.20
libstdc++-9-dev=9.4.0-1ubuntu1~20.04.2
libstdc++6=10.5.0-1ubuntu1~20.04
libsystemd0=245.4-4ubuntu3.22
libtasn1-6=4.16.0-2
libtdb1=1.4.5-0ubuntu0.20.04.1
libthai-data=0.1.28-3
libthai0=0.1.28-3
libtiff5=4.1.0+git191117-2ubuntu0.20.04.11
libtinfo5=6.2-0ubuntu2.1
libtinfo6=6.2-0ubuntu2.1
libtirpc-common=1.2.5-1ubuntu0.1
libtirpc3=1.2.5-1ubuntu0.1
libtsan0=10.5.0-1ubuntu1~20.04
libubsan1=10.5.0-1ubuntu1~20.04
libuchardet0=0.0.6-3build1
libudev1=245.4-4ubuntu3.22
libunistring2=0.9.10-2
liburcu6=0.11.1-2
libutempter0=1.1.6-4
libuuid1=2.34-0.1ubuntu9.4
libvorbis0a=1.3.6-2ubuntu1
libvorbisfile3=1.3.6-2ubuntu1
libwebp6=0.6.1-2ubuntu0.20.04.3
libwebpdemux2=0.6.1-2ubuntu0.20.04.3
libwebpmux3=0.6.1-2ubuntu0.20.04.3
libwind0-heimdal=7.7.0+dfsg-1ubuntu1.4
libwmf0.2-7=0.2.8.4-17ubuntu1
libwrap0=7.6.q-30
libx11-6=2:1.6.9-2ubuntu1.6
libx11-data=2:1.6.9-2ubuntu1.6
libxau6=1:1.0.9-0ubuntu1
libxaw7=2:1.0.13-1
libxcb-render0=1.14-2
libxcb-shm0=1.14-2
libxcb1=1.14-2
libxdmcp6=1:1.1.3-0ubuntu1
libxext6=2:1.3.4-0ubuntu1
libxml2=2.9.10+dfsg-5ubuntu0.20.04.6
libxmu6=2:1.1.3-0ubuntu1
libxmuu1=2:1.1.3-0ubuntu1
libxpm4=1:3.5.12-1ubuntu0.20.04.2
libxrender1=1:0.9.10-1
libxt6=1:1.1.5-1
libyaml-0-2=0.2.2-1
libzstd1=1.4.4+dfsg-3ubuntu0.1
linux-libc-dev=5.4.0-167.184
login=1:4.8.1-1ubuntu5.20.04.4
logsave=1.45.5-2ubuntu1.1
lsb-base=11.1.0ubuntu2
lsb-release=11.1.0ubuntu2
make=4.2.1-1.2
mawk=1.3.4.20200120-2
mime-support=3.64ubuntu1
mount=2.34-0.1ubuntu9.4
ncurses-base=6.2-0ubuntu2.1
ncurses-bin=6.2-0ubuntu2.1
ncurses-term=6.2-0ubuntu2.1
netbase=6.1
netpbm=2:10.0-15.3build1
networkd-dispatcher=2.1-2~ubuntu20.04.3
nfs-common=1:1.3.4-2.5ubuntu3.5
nsight-compute-2022.1.1=2022.1.1.2-1
openssh-client=1:8.2p1-4ubuntu0.9
openssh-server=1:8.2p1-4ubuntu0.9
openssh-sftp-server=1:8.2p1-4ubuntu0.9
openssl=1.1.1f-1ubuntu2.20
passwd=1:4.8.1-1ubuntu5.20.04.4
patch=2.7.6-6
perl=5.30.0-9ubuntu0.5
perl-base=5.30.0-9ubuntu0.5
perl-modules-5.30=5.30.0-9ubuntu0.5
pinentry-curses=1.1.0-3build1
poppler-data=0.4.9-2
procps=2:3.3.16-1ubuntu2.4
psutils=1.17.dfsg-4
publicsuffix=20200303.0012-1
python3=3.8.2-0ubuntu2
python3-botocore=1.16.19+repack-1ubuntu0.20.04.1
python3-certifi=2019.11.28-1
python3-chardet=3.0.4-4build1
python3-colorama=0.4.3-1build1
python3-dateutil=2.7.3-3ubuntu1
python3-dbus=1.2.16-1build1
python3-distro=1.4.0-1
python3-docutils=0.16+dfsg-2
python3-gi=3.36.0-1
python3-idna=2.8-1
python3-jmespath=0.9.4-2ubuntu1
python3-minimal=3.8.2-0ubuntu2
python3-olefile=0.46-2
python3-pil=7.0.0-4ubuntu0.7
python3-pkg-resources=45.2.0-1ubuntu0.1
python3-pyasn1=0.4.2-3build1
python3-pygments=2.3.1+dfsg-1ubuntu2.2
python3-requests=2.22.0-2ubuntu1.1
python3-roman=2.0.0-3build1
python3-rsa=4.0-3
python3-s3transfer=0.3.3-1
python3-six=1.14.0-2
python3-urllib3=1.25.8-2ubuntu0.3
python3-yaml=5.3.1-1ubuntu0.1
python3.8=3.8.10-0ubuntu1~20.04.9
python3.8-minimal=3.8.10-0ubuntu1~20.04.9
readline-common=8.0-4
rpcbind=1.2.5-8
rsync=3.1.3-8ubuntu0.7
screen=4.8.0-1ubuntu0.1
sed=4.7-1
sensible-utils=0.0.12+nmu1
sgml-base=1.29.1
shared-mime-info=1.15-1
sound-theme-freedesktop=0.8-2ubuntu1
ssh=1:8.2p1-4ubuntu0.9
ssh-import-id=5.10-0ubuntu1
sudo=1.8.31-1ubuntu1.5
supervisor=4.1.0-1ubuntu1
systemd=245.4-4ubuntu3.22
systemd-sysv=245.4-4ubuntu3.22
systemd-timesyncd=245.4-4ubuntu3.22
sysvinit-utils=2.96-2.1ubuntu1
tar=1.30+dfsg-7ubuntu0.20.04.3
tmux=3.0a-2ubuntu0.4
tzdata=2023c-0ubuntu0.20.04.2
ubuntu-keyring=2020.02.11.4
ucf=3.0038+nmu1
unzip=6.0-25ubuntu1.1
util-linux=2.34-0.1ubuntu9.4
vim=2:8.1.2269-1ubuntu5.20
vim-common=2:8.1.2269-1ubuntu5.20
vim-runtime=2:8.1.2269-1ubuntu5.20
wget=1.20.3-1ubuntu2
x11-common=1:7.7+19ubuntu14
xauth=1:1.1-0ubuntu1
xdg-user-dirs=0.17-2ubuntu1
xml-core=0.18+nmu1
xxd=2:8.1.2269-1ubuntu5.20
xz-utils=5.2.4-1ubuntu1.1
zip=3.0-11build1
zlib1g=1:1.2.11.dfsg-2ubuntu1.5
zsh=5.8-3ubuntu1.1
zsh-common=5.8-3ubuntu1.1

Ray 2.8.1, CUDA version 11.5 optimized

The base image anyscale/ray:2.8.1-py39-cu115 contains the following packages:

Pip Packages

adal==1.2.7
aiofiles==22.1.0
aiohttp==3.8.6
aiohttp-cors==0.7.0
aiorwlock==1.3.0
aiosignal==1.3.1
aiosqlite==0.19.0
anyio==3.7.1
anyscale==0.5.163
applicationinsights==0.11.10
argcomplete==1.12.3
argon2-cffi==23.1.0
argon2-cffi-bindings==21.2.0
arrow==1.3.0
asttokens==2.4.1
async-timeout==4.0.3
attrs==23.1.0
awscli==1.27.105
awscliv2==2.2.0
azure-cli-core==2.40.0
azure-cli-telemetry==1.0.8
azure-common==1.1.28
azure-core==1.29.5
azure-identity==1.10.0
azure-mgmt-compute==23.1.0
azure-mgmt-core==1.4.0
azure-mgmt-network==19.0.0
azure-mgmt-resource==20.0.0
Babel==2.13.1
backoff==1.10.0
bcrypt==4.1.1
beautifulsoup4==4.12.2
bleach==6.1.0
blessed==1.20.0
boltons==23.0.0
boto3==1.26.76
botocore==1.29.105
Brotli==1.0.9
cachetools==5.3.1
certifi==2023.7.22
cffi==1.16.0
charset-normalizer==3.3.0
click==8.1.7
cloudpickle==2.2.0
colorama==0.4.4
coloredlogs==15.0.1
colorful==0.5.5
comm==0.2.0
commonmark==0.9.1
conda==23.9.0
conda-content-trust==0.1.3
conda-package-handling==2.2.0
conda_package_streaming==0.9.0
cryptography==38.0.1
Cython==0.29.32
debugpy==1.8.0
decorator==5.1.1
defusedxml==0.7.1
distlib==0.3.7
dm-tree==0.1.8
docutils==0.16
entrypoints==0.4
exceptiongroup==1.1.3
executing==2.0.1
executor==23.2
Farama-Notifications==0.0.4
fastapi==0.99.1
fasteners==0.19
fastjsonschema==2.19.0
filelock==3.12.4
flatbuffers==23.5.26
flit_core==3.6.0
fqdn==1.5.1
frozenlist==1.4.0
fsspec==2023.5.0
gitdb==4.0.11
GitPython==3.1.40
google-api-core==2.12.0
google-api-python-client==1.7.8
google-auth==2.23.4
google-auth-httplib2==0.1.1
google-cloud-common==1.3.0
google-cloud-compute==1.15.0
google-cloud-core==2.4.1
google-cloud-filestore==1.8.0
google-cloud-redis==2.14.0
google-cloud-resource-manager==1.11.0
google-cloud-secret-manager==2.17.0
google-cloud-storage==2.13.0
google-crc32c==1.5.0
google-oauth==1.0.1
google-resumable-media==2.6.0
googleapis-common-protos==1.61.0
gpustat==1.1.1
grpc-google-iam-v1==0.13.0
grpcio==1.60.0
grpcio-status==1.48.2
grpcio-tools==1.60.0
gymnasium==0.28.1
h11==0.12.0
halo==0.0.31
httplib2==0.22.0
httptools==0.6.1
humanfriendly==10.0
humanize==4.9.0
idna==3.4
imageio==2.31.1
importlib-metadata==4.10.0
importlib-resources==6.1.1
ipykernel==6.27.1
ipython==8.18.1
ipython-genutils==0.2.0
ipywidgets==8.0.6
isodate==0.6.1
isoduration==20.11.0
jax-jumpy==1.0.0
jedi==0.19.1
Jinja2==3.1.2
jmespath==1.0.1
json5==0.9.14
jsonpatch==1.32
jsonpointer==2.1
jsonschema==4.20.0
jsonschema-specifications==2023.11.2
jupyter_client==7.4.9
jupyter_core==5.5.0
jupyter-events==0.9.0
jupyter_server==2.12.1
jupyter_server_fileid==0.9.0
jupyter_server_terminals==0.4.4
jupyter_server_ydoc==0.6.1
jupyter-ydoc==0.2.5
jupyterlab==3.6.1
jupyterlab_pygments==0.3.0
jupyterlab_server==2.25.2
jupyterlab-widgets==3.0.9
knack==0.10.1
log-symbols==0.0.14
lz4==4.3.2
MarkupSafe==2.1.3
matplotlib-inline==0.1.6
mistune==3.0.2
msal==1.18.0b1
msal-extensions==1.0.0
msgpack==1.0.7
msrest==0.7.1
msrestazure==0.6.4
multidict==6.0.4
nbclassic==1.0.0
nbclient==0.9.0
nbconvert==7.12.0
nbformat==5.9.2
nest-asyncio==1.5.8
networkx==2.6.3
notebook==6.5.6
notebook_shim==0.2.3
numpy==1.26.2
nvidia-ml-py==12.535.108
oauth2client==4.1.3
oauthlib==3.2.2
opencensus==0.11.3
opencensus-context==0.1.3
opentelemetry-api==1.1.0
opentelemetry-exporter-otlp==1.1.0
opentelemetry-exporter-otlp-proto-grpc==1.1.0
opentelemetry-proto==1.1.0
opentelemetry-sdk==1.1.0
opentelemetry-semantic-conventions==0.20b0
overrides==7.4.0
packaging==21.3
pandas==1.5.3
pandocfilters==1.5.0
paramiko==2.12.0
parso==0.8.3
pathspec==0.11.2
pexpect==4.9.0
Pillow==9.2.0
pip==23.1.2
pkginfo==1.9.6
platformdirs==3.11.0
pluggy==1.0.0
portalocker==2.8.2
prometheus-client==0.17.1
prompt-toolkit==3.0.41
property-manager==3.0
proto-plus==1.23.0
protobuf==3.20.3
psutil==5.9.6
ptyprocess==0.7.0
pure-eval==0.2.2
py-spy==0.3.14
pyarrow==12.0.1
pyasn1==0.5.0
pyasn1-modules==0.3.0
pycosat==0.6.6
pycparser==2.21
pydantic==1.10.12
Pygments==2.13.0
PyJWT==2.8.0
PyNaCl==1.5.0
pyOpenSSL==23.0.0
pyparsing==3.1.1
pyrsistent==0.19.3
PySocks==1.7.1
python-dateutil==2.8.2
python-dotenv==1.0.0
python-json-logger==2.0.7
pytz==2022.7.1
PyWavelets==1.4.1
PyYAML==5.3.1
pyzmq==24.0.1
ray==2.8.1
redis==3.5.3
referencing==0.32.0
requests==2.31.0
requests-oauthlib==1.3.1
rfc3339-validator==0.1.4
rfc3986-validator==0.1.1
rich==12.6.0
rpds-py==0.13.2
rsa==4.7.2
ruamel.yaml==0.17.21
ruamel.yaml.clib==0.2.6
s3transfer==0.6.2
scikit-image==0.19.3
scipy==1.10.1
Send2Trash==1.8.2
setuptools==68.0.0
six==1.16.0
smart-open==6.2.0
smmap==5.0.1
sniffio==1.3.0
soundfile==0.12.1
soupsieve==2.5
spinners==0.0.24
stack-data==0.6.3
starlette==0.27.0
tabulate==0.9.0
tensorboardX==2.6
termcolor==2.4.0
terminado==0.10.1
tifffile==2023.7.10
tinycss2==1.2.1
tomli==2.0.1
tornado==6.4
tqdm==4.65.0
traitlets==5.14.0
typer==0.9.0
types-python-dateutil==2.8.19.14
typing_extensions==4.5.0
tzlocal==5.2
uri-template==1.3.0
uritemplate==3.0.1
urllib3==1.26.18
uvicorn==0.22.0
uvloop==0.18.0
verboselogs==1.7
virtualenv==20.21.0
watchfiles==0.19.0
wcwidth==0.2.9
webcolors==1.13
webencodings==0.5.1
websocket-client==1.7.0
websockets==11.0.3
wheel==0.37.1
widgetsnbextension==4.0.9
wrapt==1.16.0
y-py==0.6.2
yarl==1.9.2
ypy-websocket==0.8.4
zipp==3.17.0
zstandard==0.19.0

Conda Packages

_libgcc_mutex=0.1=main
_openmp_mutex=5.1=1_gnu
boltons=23.0.0=py39h06a4308_0
brotli-python=1.0.9=py39h6a678d5_7
ca-certificates=2023.08.22=h06a4308_0
conda=23.9.0=py39h06a4308_0
conda-content-trust=0.1.3=py39h06a4308_0
conda-package-handling=2.2.0=py39h06a4308_0
conda-package-streaming=0.9.0=py39h06a4308_0
flit-core=3.6.0=pyhd3eb1b0_0
idna=3.4=py39h06a4308_0
importlib_metadata=4.11.3=hd3eb1b0_0
jsonpatch=1.32=pyhd3eb1b0_0
jsonpointer=2.1=pyhd3eb1b0_0
ld_impl_linux-64=2.38=h1181459_1
libffi=3.3=he6710b0_2
libgcc-ng=11.2.0=h1234567_1
libgomp=11.2.0=h1234567_1
libstdcxx-ng=11.2.0=h1234567_1
ncurses=6.4=h6a678d5_0
openssl=1.1.1w=h7f8727e_0
pluggy=1.0.0=py39h06a4308_1
pycosat=0.6.6=py39h5eee18b_0
pycparser=2.21=pyhd3eb1b0_0
pysocks=1.7.1=py39h06a4308_0
python=3.9.15=haa1d7c7_0
readline=8.2=h5eee18b_0
requests=2.31.0=py39h06a4308_0
ruamel.yaml=0.17.21=py39h5eee18b_0
ruamel.yaml.clib=0.2.6=py39h5eee18b_1
setuptools=68.0.0=py39h06a4308_0
six=1.16.0=pyhd3eb1b0_1
sqlite=3.40.1=h5082296_0
tk=8.6.12=h1ccaba5_0
tqdm=4.65.0=py39hb070fc8_0
tzdata=2023c=h04d1e81_0
urllib3=1.26.18=py39h06a4308_0
wheel=0.37.1=pyhd3eb1b0_0
xz=5.2.10=h5eee18b_1
zlib=1.2.13=h5eee18b_0
zstandard=0.19.0=py39h5eee18b_0

Debian Packages

adduser=3.118ubuntu2
alsa-topology-conf=1.2.2-1
alsa-ucm-conf=1.2.2-1ubuntu0.13
apt=2.0.10
awscli=1.18.69-1ubuntu0.20.04.1
base-files=11ubuntu5.7
base-passwd=3.5.47
bash=5.0-6ubuntu1.2
binutils=2.34-6ubuntu1.6
binutils-common=2.34-6ubuntu1.6
binutils-x86-64-linux-gnu=2.34-6ubuntu1.6
bsdutils=1:2.34-0.1ubuntu9.4
build-essential=12.8ubuntu1.1
bzip2=1.0.8-2
ca-certificates=20230311ubuntu0.20.04.1
cmake-data=3.16.3-1ubuntu1.20.04.1
coreutils=8.30-3ubuntu2
cpp=4:9.3.0-1ubuntu2
cpp-9=9.4.0-1ubuntu1~20.04.2
cuda-cccl-11-5=11.5.62-1
cuda-command-line-tools-11-5=11.5.2-1
cuda-compat-11-5=495.29.05-1
cuda-compiler-11-5=11.5.2-1
cuda-cudart-11-5=11.5.117-1
cuda-cudart-dev-11-5=11.5.117-1
cuda-cuobjdump-11-5=11.5.119-1
cuda-cupti-11-5=11.5.114-1
cuda-cupti-dev-11-5=11.5.114-1
cuda-cuxxfilt-11-5=11.5.119-1
cuda-driver-dev-11-5=11.5.117-1
cuda-gdb-11-5=11.5.114-1
cuda-libraries-11-5=11.5.2-1
cuda-libraries-dev-11-5=11.5.2-1
cuda-memcheck-11-5=11.5.114-1
cuda-minimal-build-11-5=11.5.2-1
cuda-nsight-compute-11-5=11.5.2-1
cuda-nvcc-11-5=11.5.119-1
cuda-nvdisasm-11-5=11.5.119-1
cuda-nvml-dev-11-5=11.5.50-1
cuda-nvprof-11-5=11.5.114-1
cuda-nvprune-11-5=11.5.119-1
cuda-nvrtc-11-5=11.5.119-1
cuda-nvrtc-dev-11-5=11.5.119-1
cuda-nvtx-11-5=11.5.114-1
cuda-sanitizer-11-5=11.5.114-1
cuda-toolkit-11-5-config-common=11.5.117-1
cuda-toolkit-11-config-common=11.8.89-1
cuda-toolkit-config-common=12.3.101-1
dash=0.5.10.2-6
dbus=1.12.16-2ubuntu2.3
debconf=1.5.73
debianutils=4.9.1
diffutils=1:3.7-3
dirmngr=2.2.19-3ubuntu2.2
distro-info-data=0.43ubuntu1.14
dmsetup=2:1.02.167-1ubuntu1
docutils-common=0.16+dfsg-2
dpkg=1.19.7ubuntu3.2
dpkg-dev=1.19.7ubuntu3.2
e2fsprogs=1.45.5-2ubuntu1.1
fdisk=2.34-0.1ubuntu9.4
file=1:5.38-4
findutils=4.7.0-1ubuntu1
fontconfig=2.13.1-2ubuntu3
fontconfig-config=2.13.1-2ubuntu3
fonts-dejavu-core=2.37-1
fonts-droid-fallback=1:6.0.1r16-1.1
fonts-noto-mono=20200323-1build1~ubuntu20.04.1
fonts-urw-base35=20170801.1-3
g++=4:9.3.0-1ubuntu2
g++-9=9.4.0-1ubuntu1~20.04.2
gcc=4:9.3.0-1ubuntu2
gcc-10-base=10.5.0-1ubuntu1~20.04
gcc-9=9.4.0-1ubuntu1~20.04.2
gcc-9-base=9.4.0-1ubuntu1~20.04.2
ghostscript=9.50~dfsg-5ubuntu4.11
gir1.2-glib-2.0=1.64.1-1~ubuntu20.04.1
git=1:2.25.1-1ubuntu3.11
git-man=1:2.25.1-1ubuntu3.11
gnupg=2.2.19-3ubuntu2.2
gnupg-l10n=2.2.19-3ubuntu2.2
gnupg-utils=2.2.19-3ubuntu2.2
gnupg2=2.2.19-3ubuntu2.2
google-cloud-sdk=456.0.0-0
gpg=2.2.19-3ubuntu2.2
gpg-agent=2.2.19-3ubuntu2.2
gpg-wks-client=2.2.19-3ubuntu2.2
gpg-wks-server=2.2.19-3ubuntu2.2
gpgconf=2.2.19-3ubuntu2.2
gpgsm=2.2.19-3ubuntu2.2
gpgv=2.2.19-3ubuntu2.2
grep=3.4-1
groff=1.22.4-4build1
groff-base=1.22.4-4build1
gsfonts=1:8.11+urwcyr1.0.7~pre44-4.4
gzip=1.10-0ubuntu4.1
hicolor-icon-theme=0.17-2
hostname=3.23
imagemagick=8:6.9.10.23+dfsg-2.1ubuntu11.9
imagemagick-6-common=8:6.9.10.23+dfsg-2.1ubuntu11.9
imagemagick-6.q16=8:6.9.10.23+dfsg-2.1ubuntu11.9
init-system-helpers=1.57
keyutils=1.6-6ubuntu1.1
krb5-locales=1.17-6ubuntu4.4
less=551-1ubuntu0.1
libacl1=2.2.53-6
libapparmor1=2.13.3-7ubuntu5.3
libapt-pkg6.0=2.0.10
libargon2-1=0~20171227-0.2
libasan5=9.4.0-1ubuntu1~20.04.2
libasn1-8-heimdal=7.7.0+dfsg-1ubuntu1.4
libasound2=1.2.2-2.1ubuntu2.5
libasound2-data=1.2.2-2.1ubuntu2.5
libassuan0=2.5.3-7ubuntu2
libatomic1=10.5.0-1ubuntu1~20.04
libattr1=1:2.4.48-5
libaudit-common=1:2.8.5-2ubuntu6
libaudit1=1:2.8.5-2ubuntu6
libavahi-client3=0.7-4ubuntu7.3
libavahi-common-data=0.7-4ubuntu7.3
libavahi-common3=0.7-4ubuntu7.3
libbinutils=2.34-6ubuntu1.6
libblkid1=2.34-0.1ubuntu9.4
libbrotli1=1.0.7-6ubuntu0.1
libbsd0=0.10.0-1
libbz2-1.0=1.0.8-2
libc-bin=2.31-0ubuntu9.12
libc-dev-bin=2.31-0ubuntu9.12
libc6=2.31-0ubuntu9.12
libc6-dev=2.31-0ubuntu9.12
libcairo2=1.16.0-4ubuntu1
libcanberra0=0.30-7ubuntu1
libcap-ng0=0.7.9-2.1build1
libcap2=1:2.32-1ubuntu0.1
libcbor0.6=0.6.0-0ubuntu1
libcc1-0=10.5.0-1ubuntu1~20.04
libcom-err2=1.45.5-2ubuntu1.1
libcrypt-dev=1:4.4.10-10ubuntu4
libcrypt1=1:4.4.10-10ubuntu4
libcryptsetup12=2:2.2.2-3ubuntu2.4
libctf-nobfd0=2.34-6ubuntu1.6
libctf0=2.34-6ubuntu1.6
libcublas-11-5=11.7.4.6-1
libcublas-dev-11-5=11.7.4.6-1
libcudnn8=8.3.3.40-1+cuda11.5
libcudnn8-dev=8.3.3.40-1+cuda11.5
libcufft-11-5=10.6.0.107-1
libcufft-dev-11-5=10.6.0.107-1
libcufile-11-5=1.1.1.25-1
libcufile-dev-11-5=1.1.1.25-1
libcups2=2.3.1-9ubuntu1.6
libcurand-11-5=10.2.7.107-1
libcurand-dev-11-5=10.2.7.107-1
libcurl3-gnutls=7.68.0-1ubuntu2.20
libcusolver-11-5=11.3.2.107-1
libcusolver-dev-11-5=11.3.2.107-1
libcusparse-11-5=11.7.0.107-1
libcusparse-dev-11-5=11.7.0.107-1
libdatrie1=0.2.12-3
libdb5.3=5.3.28+dfsg1-0.6ubuntu2
libdbus-1-3=1.12.16-2ubuntu2.3
libdebconfclient0=0.251ubuntu1
libdevmapper1.02.1=2:1.02.167-1ubuntu1
libdjvulibre-text=3.5.27.1-14ubuntu0.1
libdjvulibre21=3.5.27.1-14ubuntu0.1
libdpkg-perl=1.19.7ubuntu3.2
libedit2=3.1-20191231-1
liberror-perl=0.17029-1
libevent-2.1-7=2.1.11-stable-1
libexpat1=2.2.9-1ubuntu0.6
libext2fs2=1.45.5-2ubuntu1.1
libfdisk1=2.34-0.1ubuntu9.4
libffi7=3.3-4
libfftw3-double3=3.3.8-2ubuntu1
libfido2-1=1.3.1-1ubuntu2
libfontconfig1=2.13.1-2ubuntu3
libfreetype6=2.10.1-2ubuntu0.3
libfribidi0=1.0.8-2ubuntu0.1
libgcc-9-dev=9.4.0-1ubuntu1~20.04.2
libgcc-s1=10.5.0-1ubuntu1~20.04
libgcrypt20=1.8.5-5ubuntu1.1
libgdbm-compat4=1.18.1-5
libgdbm6=1.18.1-5
libgirepository-1.0-1=1.64.1-1~ubuntu20.04.1
libglib2.0-0=2.64.6-1~ubuntu20.04.6
libglib2.0-data=2.64.6-1~ubuntu20.04.6
libgmp10=2:6.2.0+dfsg-4ubuntu0.1
libgnutls30=3.6.13-2ubuntu1.9
libgomp1=10.5.0-1ubuntu1~20.04
libgpg-error0=1.37-1
libgpm2=1.20.7-5
libgraphite2-3=1.3.13-11build1
libgs9=9.50~dfsg-5ubuntu4.11
libgs9-common=9.50~dfsg-5ubuntu4.11
libgssapi-krb5-2=1.17-6ubuntu4.4
libgssapi3-heimdal=7.7.0+dfsg-1ubuntu1.4
libharfbuzz0b=2.6.4-1ubuntu4.2
libhcrypto4-heimdal=7.7.0+dfsg-1ubuntu1.4
libheimbase1-heimdal=7.7.0+dfsg-1ubuntu1.4
libheimntlm0-heimdal=7.7.0+dfsg-1ubuntu1.4
libhogweed5=3.5.1+really3.5.1-2ubuntu0.2
libhx509-5-heimdal=7.7.0+dfsg-1ubuntu1.4
libice6=2:1.0.10-0ubuntu1
libicu66=66.1-2ubuntu2.1
libidn11=1.33-2.2ubuntu2
libidn2-0=2.2.0-2
libijs-0.35=0.35-15
libilmbase24=2.3.0-6build1
libimagequant0=2.12.2-1.1
libip4tc2=1.8.4-3ubuntu2.1
libisl22=0.22.1-1
libitm1=10.5.0-1ubuntu1~20.04
libjbig0=2.1-3.1ubuntu0.20.04.1
libjbig2dec0=0.18-1ubuntu1
libjemalloc-dev=5.2.1-1ubuntu1
libjemalloc2=5.2.1-1ubuntu1
libjpeg-turbo8=2.0.3-0ubuntu1.20.04.3
libjpeg8=8c-2ubuntu8
libjson-c4=0.13.1+dfsg-7ubuntu0.3
libk5crypto3=1.17-6ubuntu4.4
libkeyutils1=1.6-6ubuntu1.1
libkmod2=27-1ubuntu2.1
libkrb5-26-heimdal=7.7.0+dfsg-1ubuntu1.4
libkrb5-3=1.17-6ubuntu4.4
libkrb5support0=1.17-6ubuntu4.4
libksba8=1.3.5-2ubuntu0.20.04.2
liblcms2-2=2.9-4
libldap-2.4-2=2.4.49+dfsg-2ubuntu1.9
libldap-common=2.4.49+dfsg-2ubuntu1.9
liblqr-1-0=0.4.2-2.1
liblsan0=10.5.0-1ubuntu1~20.04
libltdl7=2.4.6-14
liblz4-1=1.9.2-2ubuntu0.20.04.1
liblzma5=5.2.4-1ubuntu1.1
libmagic-mgc=1:5.38-4
libmagic1=1:5.38-4
libmagickcore-6.q16-6=8:6.9.10.23+dfsg-2.1ubuntu11.9
libmagickcore-6.q16-6-extra=8:6.9.10.23+dfsg-2.1ubuntu11.9
libmagickwand-6.q16-6=8:6.9.10.23+dfsg-2.1ubuntu11.9
libmount1=2.34-0.1ubuntu9.4
libmpc3=1.1.0-1
libmpdec2=2.4.2-3
libmpfr6=4.0.2-1
libnccl-dev=2.11.4-1+cuda11.5
libnccl2=2.11.4-1+cuda11.5
libncurses6=6.2-0ubuntu2.1
libncursesw5=6.2-0ubuntu2.1
libncursesw6=6.2-0ubuntu2.1
libnetpbm10=2:10.0-15.3build1
libnettle7=3.5.1+really3.5.1-2ubuntu0.2
libnfsidmap2=0.25-5.1ubuntu1
libnghttp2-14=1.40.0-1ubuntu0.2
libnpp-11-5=11.5.1.107-1
libnpp-dev-11-5=11.5.1.107-1
libnpth0=1.6-1
libnss-systemd=245.4-4ubuntu3.22
libnvjpeg-11-5=11.5.4.107-1
libnvjpeg-dev-11-5=11.5.4.107-1
libogg0=1.3.4-0ubuntu1
libopenexr24=2.3.0-6ubuntu0.5
libopenjp2-7=2.3.1-1ubuntu4.20.04.1
libp11-kit0=0.23.20-1ubuntu0.1
libpam-modules=1.3.1-5ubuntu4.6
libpam-modules-bin=1.3.1-5ubuntu4.6
libpam-runtime=1.3.1-5ubuntu4.6
libpam-systemd=245.4-4ubuntu3.22
libpam0g=1.3.1-5ubuntu4.6
libpango-1.0-0=1.44.7-2ubuntu4
libpangocairo-1.0-0=1.44.7-2ubuntu4
libpangoft2-1.0-0=1.44.7-2ubuntu4
libpaper-utils=1.1.28
libpaper1=1.1.28
libpcre2-8-0=10.34-7ubuntu0.1
libpcre3=2:8.39-12ubuntu0.1
libperl5.30=5.30.0-9ubuntu0.5
libpixman-1-0=0.38.4-0ubuntu2.1
libpng16-16=1.6.37-2
libpopt0=1.16-14
libprocps8=2:3.3.16-1ubuntu2.4
libpsl5=0.21.0-1ubuntu1
libpython3-stdlib=3.8.2-0ubuntu2
libpython3.8=3.8.10-0ubuntu1~20.04.9
libpython3.8-minimal=3.8.10-0ubuntu1~20.04.9
libpython3.8-stdlib=3.8.10-0ubuntu1~20.04.9
libquadmath0=10.5.0-1ubuntu1~20.04
libreadline8=8.0-4
libroken18-heimdal=7.7.0+dfsg-1ubuntu1.4
librtmp1=2.4+20151223.gitfa8646d.1-2build1
libsasl2-2=2.1.27+dfsg-2ubuntu0.1
libsasl2-modules-db=2.1.27+dfsg-2ubuntu0.1
libseccomp2=2.5.1-1ubuntu1~20.04.2
libselinux1=3.0-1build2
libsemanage-common=3.0-1build2
libsemanage1=3.0-1build2
libsepol1=3.0-1ubuntu0.1
libsm6=2:1.2.3-1
libsmartcols1=2.34-0.1ubuntu9.4
libsqlite3-0=3.31.1-4ubuntu0.5
libss2=1.45.5-2ubuntu1.1
libssh-4=0.9.3-2ubuntu2.3
libssl1.1=1.1.1f-1ubuntu2.20
libstdc++-9-dev=9.4.0-1ubuntu1~20.04.2
libstdc++6=10.5.0-1ubuntu1~20.04
libsystemd0=245.4-4ubuntu3.22
libtasn1-6=4.16.0-2
libtdb1=1.4.5-0ubuntu0.20.04.1
libthai-data=0.1.28-3
libthai0=0.1.28-3
libtiff5=4.1.0+git191117-2ubuntu0.20.04.11
libtinfo5=6.2-0ubuntu2.1
libtinfo6=6.2-0ubuntu2.1
libtirpc-common=1.2.5-1ubuntu0.1
libtirpc3=1.2.5-1ubuntu0.1
libtsan0=10.5.0-1ubuntu1~20.04
libubsan1=10.5.0-1ubuntu1~20.04
libuchardet0=0.0.6-3build1
libudev1=245.4-4ubuntu3.22
libunistring2=0.9.10-2
liburcu6=0.11.1-2
libutempter0=1.1.6-4
libuuid1=2.34-0.1ubuntu9.4
libvorbis0a=1.3.6-2ubuntu1
libvorbisfile3=1.3.6-2ubuntu1
libwebp6=0.6.1-2ubuntu0.20.04.3
libwebpdemux2=0.6.1-2ubuntu0.20.04.3
libwebpmux3=0.6.1-2ubuntu0.20.04.3
libwind0-heimdal=7.7.0+dfsg-1ubuntu1.4
libwmf0.2-7=0.2.8.4-17ubuntu1
libwrap0=7.6.q-30
libx11-6=2:1.6.9-2ubuntu1.6
libx11-data=2:1.6.9-2ubuntu1.6
libxau6=1:1.0.9-0ubuntu1
libxaw7=2:1.0.13-1
libxcb-render0=1.14-2
libxcb-shm0=1.14-2
libxcb1=1.14-2
libxdmcp6=1:1.1.3-0ubuntu1
libxext6=2:1.3.4-0ubuntu1
libxml2=2.9.10+dfsg-5ubuntu0.20.04.6
libxmu6=2:1.1.3-0ubuntu1
libxmuu1=2:1.1.3-0ubuntu1
libxpm4=1:3.5.12-1ubuntu0.20.04.2
libxrender1=1:0.9.10-1
libxt6=1:1.1.5-1
libyaml-0-2=0.2.2-1
libzstd1=1.4.4+dfsg-3ubuntu0.1
linux-libc-dev=5.4.0-167.184
login=1:4.8.1-1ubuntu5.20.04.4
logsave=1.45.5-2ubuntu1.1
lsb-base=11.1.0ubuntu2
lsb-release=11.1.0ubuntu2
make=4.2.1-1.2
mawk=1.3.4.20200120-2
mime-support=3.64ubuntu1
mount=2.34-0.1ubuntu9.4
ncurses-base=6.2-0ubuntu2.1
ncurses-bin=6.2-0ubuntu2.1
ncurses-term=6.2-0ubuntu2.1
netbase=6.1
netpbm=2:10.0-15.3build1
networkd-dispatcher=2.1-2~ubuntu20.04.3
nfs-common=1:1.3.4-2.5ubuntu3.5
nsight-compute-2021.3.1=2021.3.1.4-1
openssh-client=1:8.2p1-4ubuntu0.9
openssh-server=1:8.2p1-4ubuntu0.9
openssh-sftp-server=1:8.2p1-4ubuntu0.9
openssl=1.1.1f-1ubuntu2.20
passwd=1:4.8.1-1ubuntu5.20.04.4
patch=2.7.6-6
perl=5.30.0-9ubuntu0.5
perl-base=5.30.0-9ubuntu0.5
perl-modules-5.30=5.30.0-9ubuntu0.5
pinentry-curses=1.1.0-3build1
poppler-data=0.4.9-2
procps=2:3.3.16-1ubuntu2.4
psutils=1.17.dfsg-4
publicsuffix=20200303.0012-1
python3=3.8.2-0ubuntu2
python3-botocore=1.16.19+repack-1ubuntu0.20.04.1
python3-certifi=2019.11.28-1
python3-chardet=3.0.4-4build1
python3-colorama=0.4.3-1build1
python3-dateutil=2.7.3-3ubuntu1
python3-dbus=1.2.16-1build1
python3-distro=1.4.0-1
python3-docutils=0.16+dfsg-2
python3-gi=3.36.0-1
python3-idna=2.8-1
python3-jmespath=0.9.4-2ubuntu1
python3-minimal=3.8.2-0ubuntu2
python3-olefile=0.46-2
python3-pil=7.0.0-4ubuntu0.7
python3-pkg-resources=45.2.0-1ubuntu0.1
python3-pyasn1=0.4.2-3build1
python3-pygments=2.3.1+dfsg-1ubuntu2.2
python3-requests=2.22.0-2ubuntu1.1
python3-roman=2.0.0-3build1
python3-rsa=4.0-3
python3-s3transfer=0.3.3-1
python3-six=1.14.0-2
python3-urllib3=1.25.8-2ubuntu0.3
python3-yaml=5.3.1-1ubuntu0.1
python3.8=3.8.10-0ubuntu1~20.04.9
python3.8-minimal=3.8.10-0ubuntu1~20.04.9
readline-common=8.0-4
rpcbind=1.2.5-8
rsync=3.1.3-8ubuntu0.7
screen=4.8.0-1ubuntu0.1
sed=4.7-1
sensible-utils=0.0.12+nmu1
sgml-base=1.29.1
shared-mime-info=1.15-1
sound-theme-freedesktop=0.8-2ubuntu1
ssh=1:8.2p1-4ubuntu0.9
ssh-import-id=5.10-0ubuntu1
sudo=1.8.31-1ubuntu1.5
supervisor=4.1.0-1ubuntu1
systemd=245.4-4ubuntu3.22
systemd-sysv=245.4-4ubuntu3.22
systemd-timesyncd=245.4-4ubuntu3.22
sysvinit-utils=2.96-2.1ubuntu1
tar=1.30+dfsg-7ubuntu0.20.04.3
tmux=3.0a-2ubuntu0.4
tzdata=2023c-0ubuntu0.20.04.2
ubuntu-keyring=2020.02.11.4
ucf=3.0038+nmu1
unzip=6.0-25ubuntu1.1
util-linux=2.34-0.1ubuntu9.4
vim=2:8.1.2269-1ubuntu5.20
vim-common=2:8.1.2269-1ubuntu5.20
vim-runtime=2:8.1.2269-1ubuntu5.20
wget=1.20.3-1ubuntu2
x11-common=1:7.7+19ubuntu14
xauth=1:1.1-0ubuntu1
xdg-user-dirs=0.17-2ubuntu1
xml-core=0.18+nmu1
xxd=2:8.1.2269-1ubuntu5.20
xz-utils=5.2.4-1ubuntu1.1
zip=3.0-11build1
zlib1g=1:1.2.11.dfsg-2ubuntu1.5
zsh=5.8-3ubuntu1.1
zsh-common=5.8-3ubuntu1.1